[11/02 13:11:45] d2.engine.train_loop INFO: Starting training from iteration 0 [11/02 13:12:03] d2.utils.events INFO: eta: 1 day, 11:17:19 iter: 19 total_loss: 38.94 loss_ce: 2.44 loss_bbox: 2.484 loss_giou: 2.058 loss_ce_0: 2.241 loss_bbox_0: 1.763 loss_giou_0: 1.466 loss_ce_1: 2.296 loss_bbox_1: 1.75 loss_giou_1: 1.591 loss_ce_2: 2.218 loss_bbox_2: 1.88 loss_giou_2: 1.533 loss_ce_3: 2.219 loss_bbox_3: 3.381 loss_giou_3: 2.035 loss_ce_4: 2.288 loss_bbox_4: 3.125 loss_giou_4: 2.172 time: 0.2843 data_time: 0.6000 lr: 7.2025e-07 max_mem: 4524M [11/02 13:12:09] d2.utils.events INFO: eta: 1 day, 11:06:40 iter: 39 total_loss: 36.48 loss_ce: 2.445 loss_bbox: 1.939 loss_giou: 1.929 loss_ce_0: 2.271 loss_bbox_0: 1.677 loss_giou_0: 1.461 loss_ce_1: 2.259 loss_bbox_1: 1.666 loss_giou_1: 1.578 loss_ce_2: 2.24 loss_bbox_2: 1.765 loss_giou_2: 1.531 loss_ce_3: 2.155 loss_bbox_3: 2.774 loss_giou_3: 1.967 loss_ce_4: 2.297 loss_bbox_4: 2.32 loss_giou_4: 2.049 time: 0.2809 data_time: 0.0298 lr: 1.2153e-06 max_mem: 4600M [11/02 13:12:14] d2.utils.events INFO: eta: 1 day, 11:07:19 iter: 59 total_loss: 34.97 loss_ce: 2.345 loss_bbox: 1.814 loss_giou: 1.859 loss_ce_0: 2.211 loss_bbox_0: 1.727 loss_giou_0: 1.457 loss_ce_1: 2.254 loss_bbox_1: 1.752 loss_giou_1: 1.55 loss_ce_2: 2.264 loss_bbox_2: 1.73 loss_giou_2: 1.542 loss_ce_3: 2.192 loss_bbox_3: 2.043 loss_giou_3: 1.865 loss_ce_4: 2.183 loss_bbox_4: 1.861 loss_giou_4: 1.865 time: 0.2814 data_time: 0.0274 lr: 1.7103e-06 max_mem: 4639M [11/02 13:12:20] d2.utils.events INFO: eta: 1 day, 11:09:54 iter: 79 total_loss: 33.63 loss_ce: 2.284 loss_bbox: 1.7 loss_giou: 1.828 loss_ce_0: 2.223 loss_bbox_0: 1.695 loss_giou_0: 1.49 loss_ce_1: 2.249 loss_bbox_1: 1.726 loss_giou_1: 1.588 loss_ce_2: 2.256 loss_bbox_2: 1.703 loss_giou_2: 1.597 loss_ce_3: 2.118 loss_bbox_3: 1.784 loss_giou_3: 1.843 loss_ce_4: 2.104 loss_bbox_4: 1.719 loss_giou_4: 1.846 time: 0.2814 data_time: 0.0250 lr: 2.2053e-06 max_mem: 4710M [11/02 13:12:26] d2.utils.events INFO: eta: 1 day, 11:12:30 iter: 99 total_loss: 32.5 loss_ce: 2.218 loss_bbox: 1.746 loss_giou: 1.591 loss_ce_0: 2.19 loss_bbox_0: 1.653 loss_giou_0: 1.408 loss_ce_1: 2.204 loss_bbox_1: 1.588 loss_giou_1: 1.449 loss_ce_2: 2.199 loss_bbox_2: 1.617 loss_giou_2: 1.562 loss_ce_3: 2.087 loss_bbox_3: 1.657 loss_giou_3: 1.741 loss_ce_4: 2.061 loss_bbox_4: 1.644 loss_giou_4: 1.709 time: 0.2812 data_time: 0.0235 lr: 2.7003e-06 max_mem: 4765M [11/02 13:12:31] d2.utils.events INFO: eta: 1 day, 11:08:30 iter: 119 total_loss: 31.21 loss_ce: 2.059 loss_bbox: 1.734 loss_giou: 1.627 loss_ce_0: 2.093 loss_bbox_0: 1.508 loss_giou_0: 1.433 loss_ce_1: 2.133 loss_bbox_1: 1.533 loss_giou_1: 1.517 loss_ce_2: 2.12 loss_bbox_2: 1.544 loss_giou_2: 1.541 loss_ce_3: 2.014 loss_bbox_3: 1.551 loss_giou_3: 1.597 loss_ce_4: 1.931 loss_bbox_4: 1.676 loss_giou_4: 1.569 time: 0.2808 data_time: 0.0249 lr: 3.1953e-06 max_mem: 4765M [11/02 13:12:37] d2.utils.events INFO: eta: 1 day, 11:06:17 iter: 139 total_loss: 30.31 loss_ce: 2.005 loss_bbox: 1.681 loss_giou: 1.558 loss_ce_0: 2.087 loss_bbox_0: 1.524 loss_giou_0: 1.352 loss_ce_1: 2.017 loss_bbox_1: 1.506 loss_giou_1: 1.356 loss_ce_2: 2.022 loss_bbox_2: 1.531 loss_giou_2: 1.415 loss_ce_3: 1.932 loss_bbox_3: 1.676 loss_giou_3: 1.434 loss_ce_4: 1.937 loss_bbox_4: 1.688 loss_giou_4: 1.491 time: 0.2807 data_time: 0.0294 lr: 3.6902e-06 max_mem: 4765M [11/02 13:12:43] d2.utils.events INFO: eta: 1 day, 11:07:35 iter: 159 total_loss: 29.88 loss_ce: 1.931 loss_bbox: 1.605 loss_giou: 1.574 loss_ce_0: 1.963 loss_bbox_0: 1.524 loss_giou_0: 1.359 loss_ce_1: 1.937 loss_bbox_1: 1.465 loss_giou_1: 1.402 loss_ce_2: 1.904 loss_bbox_2: 1.575 loss_giou_2: 1.458 loss_ce_3: 1.955 loss_bbox_3: 1.513 loss_giou_3: 1.49 loss_ce_4: 1.876 loss_bbox_4: 1.573 loss_giou_4: 1.506 time: 0.2809 data_time: 0.0306 lr: 4.1853e-06 max_mem: 4765M [11/02 13:12:48] d2.utils.events INFO: eta: 1 day, 11:07:16 iter: 179 total_loss: 28.91 loss_ce: 1.897 loss_bbox: 1.554 loss_giou: 1.546 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loss_ce_1: 1.847 loss_bbox_1: 1.413 loss_giou_1: 1.39 loss_ce_2: 1.846 loss_bbox_2: 1.45 loss_giou_2: 1.45 loss_ce_3: 1.882 loss_bbox_3: 1.476 loss_giou_3: 1.369 loss_ce_4: 1.834 loss_bbox_4: 1.439 loss_giou_4: 1.435 time: 0.2809 data_time: 0.0256 lr: 5.6703e-06 max_mem: 5081M [11/02 13:13:06] d2.utils.events INFO: eta: 1 day, 11:07:12 iter: 239 total_loss: 28.33 loss_ce: 1.911 loss_bbox: 1.48 loss_giou: 1.451 loss_ce_0: 1.938 loss_bbox_0: 1.437 loss_giou_0: 1.323 loss_ce_1: 1.914 loss_bbox_1: 1.484 loss_giou_1: 1.361 loss_ce_2: 1.918 loss_bbox_2: 1.406 loss_giou_2: 1.385 loss_ce_3: 1.932 loss_bbox_3: 1.416 loss_giou_3: 1.44 loss_ce_4: 1.851 loss_bbox_4: 1.474 loss_giou_4: 1.453 time: 0.2808 data_time: 0.0258 lr: 6.1652e-06 max_mem: 5081M [11/02 13:13:11] d2.utils.events INFO: eta: 1 day, 11:07:44 iter: 259 total_loss: 28.81 loss_ce: 1.935 loss_bbox: 1.635 loss_giou: 1.689 loss_ce_0: 1.963 loss_bbox_0: 1.364 loss_giou_0: 1.351 loss_ce_1: 1.865 loss_bbox_1: 1.36 loss_giou_1: 1.394 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loss_ce_4: 1.806 loss_bbox_4: 1.531 loss_giou_4: 1.675 time: 0.2807 data_time: 0.0292 lr: 8.6402e-06 max_mem: 5081M [11/02 13:13:40] d2.utils.events INFO: eta: 1 day, 11:06:25 iter: 359 total_loss: 27.11 loss_ce: 1.83 loss_bbox: 1.744 loss_giou: 1.617 loss_ce_0: 1.754 loss_bbox_0: 1.232 loss_giou_0: 1.23 loss_ce_1: 1.792 loss_bbox_1: 1.201 loss_giou_1: 1.271 loss_ce_2: 1.749 loss_bbox_2: 1.25 loss_giou_2: 1.272 loss_ce_3: 1.767 loss_bbox_3: 1.312 loss_giou_3: 1.312 loss_ce_4: 1.745 loss_bbox_4: 1.441 loss_giou_4: 1.453 time: 0.2807 data_time: 0.0244 lr: 9.1353e-06 max_mem: 5081M [11/02 13:13:45] d2.utils.events INFO: eta: 1 day, 11:06:36 iter: 379 total_loss: 25.69 loss_ce: 1.754 loss_bbox: 1.342 loss_giou: 1.251 loss_ce_0: 1.771 loss_bbox_0: 1.271 loss_giou_0: 1.209 loss_ce_1: 1.751 loss_bbox_1: 1.232 loss_giou_1: 1.237 loss_ce_2: 1.719 loss_bbox_2: 1.253 loss_giou_2: 1.232 loss_ce_3: 1.762 loss_bbox_3: 1.311 loss_giou_3: 1.256 loss_ce_4: 1.756 loss_bbox_4: 1.304 loss_giou_4: 1.272 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loss_bbox_1: 0.9484 loss_giou_1: 1.102 loss_ce_2: 1.534 loss_bbox_2: 0.8896 loss_giou_2: 1.085 loss_ce_3: 1.568 loss_bbox_3: 0.9158 loss_giou_3: 1.035 loss_ce_4: 1.551 loss_bbox_4: 0.9969 loss_giou_4: 1.107 time: 0.2813 data_time: 0.0254 lr: 1.5075e-05 max_mem: 5081M [11/02 13:14:54] d2.utils.events INFO: eta: 1 day, 11:12:34 iter: 619 total_loss: 22.11 loss_ce: 1.534 loss_bbox: 0.97 loss_giou: 1.106 loss_ce_0: 1.594 loss_bbox_0: 1.073 loss_giou_0: 1.18 loss_ce_1: 1.549 loss_bbox_1: 0.9999 loss_giou_1: 1.11 loss_ce_2: 1.598 loss_bbox_2: 0.9721 loss_giou_2: 1.113 loss_ce_3: 1.558 loss_bbox_3: 0.959 loss_giou_3: 1.137 loss_ce_4: 1.561 loss_bbox_4: 0.9654 loss_giou_4: 1.107 time: 0.2813 data_time: 0.0286 lr: 1.557e-05 max_mem: 5081M [11/02 13:14:59] d2.utils.events INFO: eta: 1 day, 11:12:07 iter: 639 total_loss: 21.17 loss_ce: 1.53 loss_bbox: 1.009 loss_giou: 1.095 loss_ce_0: 1.539 loss_bbox_0: 1.017 loss_giou_0: 1.131 loss_ce_1: 1.524 loss_bbox_1: 0.932 loss_giou_1: 1.036 loss_ce_2: 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loss_ce_3: 1.493 loss_bbox_3: 0.9065 loss_giou_3: 0.9933 loss_ce_4: 1.514 loss_bbox_4: 0.898 loss_giou_4: 1.024 time: 0.2812 data_time: 0.0220 lr: 1.7055e-05 max_mem: 5081M [11/02 13:15:16] d2.utils.events INFO: eta: 1 day, 11:10:50 iter: 699 total_loss: 20.12 loss_ce: 1.457 loss_bbox: 0.9649 loss_giou: 1.102 loss_ce_0: 1.48 loss_bbox_0: 1.012 loss_giou_0: 1.095 loss_ce_1: 1.488 loss_bbox_1: 0.8392 loss_giou_1: 0.996 loss_ce_2: 1.46 loss_bbox_2: 0.7893 loss_giou_2: 0.9475 loss_ce_3: 1.482 loss_bbox_3: 0.8313 loss_giou_3: 0.9726 loss_ce_4: 1.465 loss_bbox_4: 0.8433 loss_giou_4: 1.008 time: 0.2812 data_time: 0.0273 lr: 1.755e-05 max_mem: 5081M [11/02 13:15:22] d2.utils.events INFO: eta: 1 day, 11:09:29 iter: 719 total_loss: 19.88 loss_ce: 1.492 loss_bbox: 0.8338 loss_giou: 0.9567 loss_ce_0: 1.52 loss_bbox_0: 1.012 loss_giou_0: 1.076 loss_ce_1: 1.523 loss_bbox_1: 0.8518 loss_giou_1: 0.9903 loss_ce_2: 1.5 loss_bbox_2: 0.7998 loss_giou_2: 0.9834 loss_ce_3: 1.491 loss_bbox_3: 0.791 loss_giou_3: 0.9273 loss_ce_4: 1.492 loss_bbox_4: 0.7746 loss_giou_4: 0.9186 time: 0.2812 data_time: 0.0284 lr: 1.8045e-05 max_mem: 5081M [11/02 13:15:28] d2.utils.events INFO: eta: 1 day, 11:08:57 iter: 739 total_loss: 19.82 loss_ce: 1.47 loss_bbox: 0.7852 loss_giou: 0.939 loss_ce_0: 1.514 loss_bbox_0: 1.019 loss_giou_0: 1.084 loss_ce_1: 1.487 loss_bbox_1: 0.874 loss_giou_1: 0.9595 loss_ce_2: 1.47 loss_bbox_2: 0.7965 loss_giou_2: 0.9088 loss_ce_3: 1.492 loss_bbox_3: 0.7667 loss_giou_3: 0.8833 loss_ce_4: 1.473 loss_bbox_4: 0.7596 loss_giou_4: 0.9083 time: 0.2812 data_time: 0.0213 lr: 1.854e-05 max_mem: 5081M [11/02 13:15:33] d2.utils.events INFO: eta: 1 day, 11:08:43 iter: 759 total_loss: 20.01 loss_ce: 1.404 loss_bbox: 0.7912 loss_giou: 1.02 loss_ce_0: 1.449 loss_bbox_0: 1.001 loss_giou_0: 1.169 loss_ce_1: 1.441 loss_bbox_1: 0.8065 loss_giou_1: 1.048 loss_ce_2: 1.424 loss_bbox_2: 0.7686 loss_giou_2: 0.9816 loss_ce_3: 1.482 loss_bbox_3: 0.8114 loss_giou_3: 1.009 loss_ce_4: 1.418 loss_bbox_4: 0.8082 loss_giou_4: 1.04 time: 0.2811 data_time: 0.0276 lr: 1.9035e-05 max_mem: 5081M [11/02 13:15:39] d2.utils.events INFO: eta: 1 day, 11:07:43 iter: 779 total_loss: 19.7 loss_ce: 1.44 loss_bbox: 0.863 loss_giou: 0.9908 loss_ce_0: 1.449 loss_bbox_0: 0.9827 loss_giou_0: 1.135 loss_ce_1: 1.429 loss_bbox_1: 0.8498 loss_giou_1: 1.011 loss_ce_2: 1.423 loss_bbox_2: 0.7823 loss_giou_2: 0.9505 loss_ce_3: 1.448 loss_bbox_3: 0.7917 loss_giou_3: 0.9765 loss_ce_4: 1.441 loss_bbox_4: 0.8432 loss_giou_4: 1.005 time: 0.2810 data_time: 0.0288 lr: 1.953e-05 max_mem: 5081M [11/02 13:15:45] d2.utils.events INFO: eta: 1 day, 11:08:24 iter: 799 total_loss: 18.93 loss_ce: 1.438 loss_bbox: 0.7378 loss_giou: 0.905 loss_ce_0: 1.449 loss_bbox_0: 0.9476 loss_giou_0: 1.097 loss_ce_1: 1.451 loss_bbox_1: 0.7975 loss_giou_1: 0.9852 loss_ce_2: 1.453 loss_bbox_2: 0.7288 loss_giou_2: 0.9254 loss_ce_3: 1.473 loss_bbox_3: 0.6948 loss_giou_3: 0.9074 loss_ce_4: 1.438 loss_bbox_4: 0.7058 loss_giou_4: 0.9045 time: 0.2810 data_time: 0.0274 lr: 2.0025e-05 max_mem: 5081M [11/02 13:15:50] d2.utils.events INFO: eta: 1 day, 11:07:50 iter: 819 total_loss: 19.23 loss_ce: 1.429 loss_bbox: 0.7375 loss_giou: 0.9055 loss_ce_0: 1.436 loss_bbox_0: 0.9872 loss_giou_0: 1.08 loss_ce_1: 1.44 loss_bbox_1: 0.8108 loss_giou_1: 0.9677 loss_ce_2: 1.425 loss_bbox_2: 0.7544 loss_giou_2: 0.9272 loss_ce_3: 1.429 loss_bbox_3: 0.7346 loss_giou_3: 0.9159 loss_ce_4: 1.435 loss_bbox_4: 0.7198 loss_giou_4: 0.9077 time: 0.2810 data_time: 0.0220 lr: 2.052e-05 max_mem: 5081M [11/02 13:15:56] d2.utils.events INFO: eta: 1 day, 11:07:26 iter: 839 total_loss: 18.63 loss_ce: 1.422 loss_bbox: 0.7092 loss_giou: 0.8558 loss_ce_0: 1.43 loss_bbox_0: 0.9479 loss_giou_0: 1.042 loss_ce_1: 1.428 loss_bbox_1: 0.7881 loss_giou_1: 0.9215 loss_ce_2: 1.436 loss_bbox_2: 0.7387 loss_giou_2: 0.8685 loss_ce_3: 1.45 loss_bbox_3: 0.7033 loss_giou_3: 0.8442 loss_ce_4: 1.417 loss_bbox_4: 0.7222 loss_giou_4: 0.8497 time: 0.2810 data_time: 0.0291 lr: 2.1015e-05 max_mem: 5081M [11/02 13:16:02] d2.utils.events INFO: eta: 1 day, 11:07:39 iter: 859 total_loss: 18.62 loss_ce: 1.356 loss_bbox: 0.7144 loss_giou: 0.9081 loss_ce_0: 1.385 loss_bbox_0: 0.9418 loss_giou_0: 1.077 loss_ce_1: 1.363 loss_bbox_1: 0.7969 loss_giou_1: 0.956 loss_ce_2: 1.366 loss_bbox_2: 0.7419 loss_giou_2: 0.9226 loss_ce_3: 1.367 loss_bbox_3: 0.7281 loss_giou_3: 0.892 loss_ce_4: 1.371 loss_bbox_4: 0.6844 loss_giou_4: 0.8876 time: 0.2810 data_time: 0.0221 lr: 2.151e-05 max_mem: 5081M [11/02 13:16:07] d2.utils.events INFO: eta: 1 day, 11:07:34 iter: 879 total_loss: 18.41 loss_ce: 1.387 loss_bbox: 0.7089 loss_giou: 0.8314 loss_ce_0: 1.423 loss_bbox_0: 0.969 loss_giou_0: 1.033 loss_ce_1: 1.449 loss_bbox_1: 0.7842 loss_giou_1: 0.9164 loss_ce_2: 1.42 loss_bbox_2: 0.7264 loss_giou_2: 0.8692 loss_ce_3: 1.423 loss_bbox_3: 0.6917 loss_giou_3: 0.8574 loss_ce_4: 1.417 loss_bbox_4: 0.7219 loss_giou_4: 0.8659 time: 0.2810 data_time: 0.0240 lr: 2.2005e-05 max_mem: 5081M [11/02 13:16:13] d2.utils.events INFO: eta: 1 day, 11:07:09 iter: 899 total_loss: 18.76 loss_ce: 1.363 loss_bbox: 0.7488 loss_giou: 0.9016 loss_ce_0: 1.446 loss_bbox_0: 0.9543 loss_giou_0: 1.101 loss_ce_1: 1.405 loss_bbox_1: 0.8035 loss_giou_1: 0.9671 loss_ce_2: 1.391 loss_bbox_2: 0.7152 loss_giou_2: 0.8946 loss_ce_3: 1.402 loss_bbox_3: 0.6936 loss_giou_3: 0.8802 loss_ce_4: 1.396 loss_bbox_4: 0.7028 loss_giou_4: 0.8989 time: 0.2810 data_time: 0.0230 lr: 2.25e-05 max_mem: 5081M [11/02 13:16:19] d2.utils.events INFO: eta: 1 day, 11:07:04 iter: 919 total_loss: 18.18 loss_ce: 1.3 loss_bbox: 0.6866 loss_giou: 0.8842 loss_ce_0: 1.341 loss_bbox_0: 0.9226 loss_giou_0: 1.049 loss_ce_1: 1.332 loss_bbox_1: 0.7678 loss_giou_1: 0.9384 loss_ce_2: 1.293 loss_bbox_2: 0.7133 loss_giou_2: 0.8972 loss_ce_3: 1.298 loss_bbox_3: 0.7174 loss_giou_3: 0.8846 loss_ce_4: 1.296 loss_bbox_4: 0.7084 loss_giou_4: 0.8981 time: 0.2810 data_time: 0.0218 lr: 2.2995e-05 max_mem: 5081M [11/02 13:16:24] d2.utils.events INFO: eta: 1 day, 11:06:04 iter: 939 total_loss: 18.22 loss_ce: 1.358 loss_bbox: 0.7087 loss_giou: 0.8632 loss_ce_0: 1.398 loss_bbox_0: 0.9667 loss_giou_0: 1.038 loss_ce_1: 1.41 loss_bbox_1: 0.8456 loss_giou_1: 0.9531 loss_ce_2: 1.347 loss_bbox_2: 0.7389 loss_giou_2: 0.8738 loss_ce_3: 1.362 loss_bbox_3: 0.7214 loss_giou_3: 0.8385 loss_ce_4: 1.375 loss_bbox_4: 0.7231 loss_giou_4: 0.8624 time: 0.2809 data_time: 0.0259 lr: 2.349e-05 max_mem: 5081M [11/02 13:16:30] d2.utils.events INFO: eta: 1 day, 11:05:52 iter: 959 total_loss: 18.57 loss_ce: 1.339 loss_bbox: 0.7071 loss_giou: 0.8629 loss_ce_0: 1.372 loss_bbox_0: 0.9445 loss_giou_0: 1.061 loss_ce_1: 1.36 loss_bbox_1: 0.8214 loss_giou_1: 0.9855 loss_ce_2: 1.361 loss_bbox_2: 0.7706 loss_giou_2: 0.9297 loss_ce_3: 1.344 loss_bbox_3: 0.7439 loss_giou_3: 0.8697 loss_ce_4: 1.339 loss_bbox_4: 0.723 loss_giou_4: 0.8995 time: 0.2809 data_time: 0.0243 lr: 2.3985e-05 max_mem: 5081M [11/02 13:16:36] d2.utils.events INFO: eta: 1 day, 11:05:53 iter: 979 total_loss: 18.34 loss_ce: 1.301 loss_bbox: 0.679 loss_giou: 0.9198 loss_ce_0: 1.376 loss_bbox_0: 0.9271 loss_giou_0: 1.106 loss_ce_1: 1.348 loss_bbox_1: 0.7596 loss_giou_1: 0.9849 loss_ce_2: 1.348 loss_bbox_2: 0.7231 loss_giou_2: 0.9784 loss_ce_3: 1.334 loss_bbox_3: 0.6932 loss_giou_3: 0.9454 loss_ce_4: 1.31 loss_bbox_4: 0.7201 loss_giou_4: 0.9363 time: 0.2809 data_time: 0.0204 lr: 2.448e-05 max_mem: 5081M [11/02 13:16:41] d2.utils.events INFO: eta: 1 day, 11:05:59 iter: 999 total_loss: 17.99 loss_ce: 1.293 loss_bbox: 0.6483 loss_giou: 0.8744 loss_ce_0: 1.36 loss_bbox_0: 0.93 loss_giou_0: 1.093 loss_ce_1: 1.338 loss_bbox_1: 0.7485 loss_giou_1: 0.94 loss_ce_2: 1.323 loss_bbox_2: 0.7003 loss_giou_2: 0.9015 loss_ce_3: 1.322 loss_bbox_3: 0.7026 loss_giou_3: 0.8714 loss_ce_4: 1.331 loss_bbox_4: 0.6545 loss_giou_4: 0.867 time: 0.2809 data_time: 0.0252 lr: 2.4975e-05 max_mem: 5081M [11/02 13:16:47] d2.utils.events INFO: eta: 1 day, 11:06:12 iter: 1019 total_loss: 17.79 loss_ce: 1.288 loss_bbox: 0.6695 loss_giou: 0.8713 loss_ce_0: 1.365 loss_bbox_0: 0.8623 loss_giou_0: 1.056 loss_ce_1: 1.33 loss_bbox_1: 0.7169 loss_giou_1: 0.9337 loss_ce_2: 1.319 loss_bbox_2: 0.6666 loss_giou_2: 0.8734 loss_ce_3: 1.29 loss_bbox_3: 0.6844 loss_giou_3: 0.8567 loss_ce_4: 1.284 loss_bbox_4: 0.6921 loss_giou_4: 0.8851 time: 0.2809 data_time: 0.0293 lr: 2.5e-05 max_mem: 5081M [11/02 13:16:53] d2.utils.events INFO: eta: 1 day, 11:05:24 iter: 1039 total_loss: 17.14 loss_ce: 1.283 loss_bbox: 0.6487 loss_giou: 0.8209 loss_ce_0: 1.336 loss_bbox_0: 0.9088 loss_giou_0: 0.9748 loss_ce_1: 1.3 loss_bbox_1: 0.7468 loss_giou_1: 0.8442 loss_ce_2: 1.287 loss_bbox_2: 0.6874 loss_giou_2: 0.8109 loss_ce_3: 1.292 loss_bbox_3: 0.6573 loss_giou_3: 0.8004 loss_ce_4: 1.268 loss_bbox_4: 0.6611 loss_giou_4: 0.7998 time: 0.2809 data_time: 0.0287 lr: 2.5e-05 max_mem: 5081M [11/02 13:16:58] d2.utils.events INFO: eta: 1 day, 11:05:12 iter: 1059 total_loss: 17.45 loss_ce: 1.269 loss_bbox: 0.6489 loss_giou: 0.8554 loss_ce_0: 1.348 loss_bbox_0: 0.8962 loss_giou_0: 1.073 loss_ce_1: 1.305 loss_bbox_1: 0.7164 loss_giou_1: 0.9267 loss_ce_2: 1.289 loss_bbox_2: 0.652 loss_giou_2: 0.878 loss_ce_3: 1.315 loss_bbox_3: 0.6609 loss_giou_3: 0.8583 loss_ce_4: 1.288 loss_bbox_4: 0.6643 loss_giou_4: 0.8655 time: 0.2809 data_time: 0.0250 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:04] d2.utils.events INFO: eta: 1 day, 11:04:30 iter: 1079 total_loss: 17.26 loss_ce: 1.257 loss_bbox: 0.6822 loss_giou: 0.8532 loss_ce_0: 1.305 loss_bbox_0: 0.9018 loss_giou_0: 1.058 loss_ce_1: 1.245 loss_bbox_1: 0.7007 loss_giou_1: 0.9135 loss_ce_2: 1.235 loss_bbox_2: 0.6529 loss_giou_2: 0.846 loss_ce_3: 1.249 loss_bbox_3: 0.6792 loss_giou_3: 0.8641 loss_ce_4: 1.268 loss_bbox_4: 0.6756 loss_giou_4: 0.8413 time: 0.2808 data_time: 0.0289 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:10] d2.utils.events INFO: eta: 1 day, 11:05:13 iter: 1099 total_loss: 16.75 loss_ce: 1.24 loss_bbox: 0.625 loss_giou: 0.8501 loss_ce_0: 1.276 loss_bbox_0: 0.8945 loss_giou_0: 1.021 loss_ce_1: 1.267 loss_bbox_1: 0.7024 loss_giou_1: 0.9109 loss_ce_2: 1.24 loss_bbox_2: 0.636 loss_giou_2: 0.8555 loss_ce_3: 1.253 loss_bbox_3: 0.6245 loss_giou_3: 0.8391 loss_ce_4: 1.245 loss_bbox_4: 0.6173 loss_giou_4: 0.8225 time: 0.2809 data_time: 0.0205 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:16] d2.utils.events INFO: eta: 1 day, 11:06:34 iter: 1119 total_loss: 16.67 loss_ce: 1.216 loss_bbox: 0.594 loss_giou: 0.7536 loss_ce_0: 1.278 loss_bbox_0: 0.8379 loss_giou_0: 1.009 loss_ce_1: 1.227 loss_bbox_1: 0.6974 loss_giou_1: 0.8749 loss_ce_2: 1.251 loss_bbox_2: 0.6284 loss_giou_2: 0.815 loss_ce_3: 1.246 loss_bbox_3: 0.6158 loss_giou_3: 0.8014 loss_ce_4: 1.229 loss_bbox_4: 0.5944 loss_giou_4: 0.7625 time: 0.2809 data_time: 0.0262 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:21] d2.utils.events INFO: eta: 1 day, 11:06:14 iter: 1139 total_loss: 16.64 loss_ce: 1.259 loss_bbox: 0.6173 loss_giou: 0.7949 loss_ce_0: 1.268 loss_bbox_0: 0.8849 loss_giou_0: 1.009 loss_ce_1: 1.253 loss_bbox_1: 0.7069 loss_giou_1: 0.8759 loss_ce_2: 1.246 loss_bbox_2: 0.6291 loss_giou_2: 0.7978 loss_ce_3: 1.25 loss_bbox_3: 0.6412 loss_giou_3: 0.7822 loss_ce_4: 1.256 loss_bbox_4: 0.6526 loss_giou_4: 0.8079 time: 0.2809 data_time: 0.0329 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:27] d2.utils.events INFO: eta: 1 day, 11:05:56 iter: 1159 total_loss: 16.21 loss_ce: 1.205 loss_bbox: 0.5696 loss_giou: 0.7876 loss_ce_0: 1.276 loss_bbox_0: 0.8385 loss_giou_0: 1.02 loss_ce_1: 1.219 loss_bbox_1: 0.6522 loss_giou_1: 0.8825 loss_ce_2: 1.223 loss_bbox_2: 0.6173 loss_giou_2: 0.8167 loss_ce_3: 1.198 loss_bbox_3: 0.57 loss_giou_3: 0.781 loss_ce_4: 1.193 loss_bbox_4: 0.581 loss_giou_4: 0.8043 time: 0.2809 data_time: 0.0267 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:33] d2.utils.events INFO: eta: 1 day, 11:05:08 iter: 1179 total_loss: 16.44 loss_ce: 1.175 loss_bbox: 0.5566 loss_giou: 0.8083 loss_ce_0: 1.267 loss_bbox_0: 0.847 loss_giou_0: 1.03 loss_ce_1: 1.201 loss_bbox_1: 0.6931 loss_giou_1: 0.8945 loss_ce_2: 1.191 loss_bbox_2: 0.6077 loss_giou_2: 0.8391 loss_ce_3: 1.178 loss_bbox_3: 0.5934 loss_giou_3: 0.8199 loss_ce_4: 1.164 loss_bbox_4: 0.5695 loss_giou_4: 0.8158 time: 0.2808 data_time: 0.0258 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:38] d2.utils.events INFO: eta: 1 day, 11:04:39 iter: 1199 total_loss: 16.39 loss_ce: 1.222 loss_bbox: 0.6093 loss_giou: 0.7842 loss_ce_0: 1.274 loss_bbox_0: 0.8536 loss_giou_0: 1.016 loss_ce_1: 1.258 loss_bbox_1: 0.6854 loss_giou_1: 0.8775 loss_ce_2: 1.223 loss_bbox_2: 0.6205 loss_giou_2: 0.812 loss_ce_3: 1.203 loss_bbox_3: 0.6018 loss_giou_3: 0.7938 loss_ce_4: 1.232 loss_bbox_4: 0.6014 loss_giou_4: 0.7933 time: 0.2808 data_time: 0.0253 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:44] d2.utils.events INFO: eta: 1 day, 11:04:39 iter: 1219 total_loss: 16.73 loss_ce: 1.18 loss_bbox: 0.5978 loss_giou: 0.7952 loss_ce_0: 1.275 loss_bbox_0: 0.8978 loss_giou_0: 1.057 loss_ce_1: 1.239 loss_bbox_1: 0.721 loss_giou_1: 0.9337 loss_ce_2: 1.203 loss_bbox_2: 0.6246 loss_giou_2: 0.8381 loss_ce_3: 1.193 loss_bbox_3: 0.6279 loss_giou_3: 0.8254 loss_ce_4: 1.175 loss_bbox_4: 0.6012 loss_giou_4: 0.8147 time: 0.2808 data_time: 0.0365 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:49] d2.utils.events INFO: eta: 1 day, 11:04:28 iter: 1239 total_loss: 16.16 loss_ce: 1.185 loss_bbox: 0.5661 loss_giou: 0.7616 loss_ce_0: 1.239 loss_bbox_0: 0.8648 loss_giou_0: 1.003 loss_ce_1: 1.203 loss_bbox_1: 0.6755 loss_giou_1: 0.8739 loss_ce_2: 1.182 loss_bbox_2: 0.6059 loss_giou_2: 0.8024 loss_ce_3: 1.175 loss_bbox_3: 0.5748 loss_giou_3: 0.7712 loss_ce_4: 1.176 loss_bbox_4: 0.5777 loss_giou_4: 0.7714 time: 0.2807 data_time: 0.0266 lr: 2.5e-05 max_mem: 5081M [11/02 13:17:55] d2.utils.events INFO: eta: 1 day, 11:04:32 iter: 1259 total_loss: 16.1 loss_ce: 1.167 loss_bbox: 0.5438 loss_giou: 0.7579 loss_ce_0: 1.252 loss_bbox_0: 0.8413 loss_giou_0: 1.013 loss_ce_1: 1.219 loss_bbox_1: 0.6758 loss_giou_1: 0.8591 loss_ce_2: 1.198 loss_bbox_2: 0.6052 loss_giou_2: 0.7886 loss_ce_3: 1.177 loss_bbox_3: 0.5457 loss_giou_3: 0.7645 loss_ce_4: 1.194 loss_bbox_4: 0.5543 loss_giou_4: 0.7664 time: 0.2807 data_time: 0.0274 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:01] d2.utils.events INFO: eta: 1 day, 11:05:17 iter: 1279 total_loss: 15.94 loss_ce: 1.176 loss_bbox: 0.5819 loss_giou: 0.7714 loss_ce_0: 1.216 loss_bbox_0: 0.8142 loss_giou_0: 1.006 loss_ce_1: 1.213 loss_bbox_1: 0.6751 loss_giou_1: 0.8567 loss_ce_2: 1.177 loss_bbox_2: 0.6019 loss_giou_2: 0.8127 loss_ce_3: 1.166 loss_bbox_3: 0.569 loss_giou_3: 0.7749 loss_ce_4: 1.183 loss_bbox_4: 0.5725 loss_giou_4: 0.7824 time: 0.2807 data_time: 0.0322 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:07] d2.utils.events INFO: eta: 1 day, 11:04:21 iter: 1299 total_loss: 15.83 loss_ce: 1.132 loss_bbox: 0.5854 loss_giou: 0.755 loss_ce_0: 1.222 loss_bbox_0: 0.8157 loss_giou_0: 1.03 loss_ce_1: 1.171 loss_bbox_1: 0.6511 loss_giou_1: 0.8591 loss_ce_2: 1.156 loss_bbox_2: 0.6033 loss_giou_2: 0.7941 loss_ce_3: 1.157 loss_bbox_3: 0.5823 loss_giou_3: 0.7592 loss_ce_4: 1.128 loss_bbox_4: 0.5717 loss_giou_4: 0.7518 time: 0.2807 data_time: 0.0278 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:12] d2.utils.events INFO: eta: 1 day, 11:04:05 iter: 1319 total_loss: 15.73 loss_ce: 1.133 loss_bbox: 0.6077 loss_giou: 0.752 loss_ce_0: 1.211 loss_bbox_0: 0.8583 loss_giou_0: 0.9875 loss_ce_1: 1.148 loss_bbox_1: 0.6866 loss_giou_1: 0.8438 loss_ce_2: 1.136 loss_bbox_2: 0.6429 loss_giou_2: 0.7894 loss_ce_3: 1.144 loss_bbox_3: 0.6137 loss_giou_3: 0.7778 loss_ce_4: 1.149 loss_bbox_4: 0.5944 loss_giou_4: 0.7585 time: 0.2807 data_time: 0.0282 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:18] d2.utils.events INFO: eta: 1 day, 11:03:49 iter: 1339 total_loss: 15.95 loss_ce: 1.166 loss_bbox: 0.5972 loss_giou: 0.8024 loss_ce_0: 1.234 loss_bbox_0: 0.8364 loss_giou_0: 1.026 loss_ce_1: 1.157 loss_bbox_1: 0.6404 loss_giou_1: 0.8495 loss_ce_2: 1.14 loss_bbox_2: 0.606 loss_giou_2: 0.8021 loss_ce_3: 1.148 loss_bbox_3: 0.6092 loss_giou_3: 0.7939 loss_ce_4: 1.147 loss_bbox_4: 0.5975 loss_giou_4: 0.7952 time: 0.2807 data_time: 0.0252 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:23] d2.utils.events INFO: eta: 1 day, 11:03:54 iter: 1359 total_loss: 15.66 loss_ce: 1.147 loss_bbox: 0.5478 loss_giou: 0.7305 loss_ce_0: 1.23 loss_bbox_0: 0.8504 loss_giou_0: 0.9796 loss_ce_1: 1.17 loss_bbox_1: 0.683 loss_giou_1: 0.8435 loss_ce_2: 1.155 loss_bbox_2: 0.6179 loss_giou_2: 0.7915 loss_ce_3: 1.138 loss_bbox_3: 0.5817 loss_giou_3: 0.779 loss_ce_4: 1.144 loss_bbox_4: 0.5586 loss_giou_4: 0.7529 time: 0.2806 data_time: 0.0286 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:29] d2.utils.events INFO: eta: 1 day, 11:03:22 iter: 1379 total_loss: 15.63 loss_ce: 1.128 loss_bbox: 0.5314 loss_giou: 0.7515 loss_ce_0: 1.225 loss_bbox_0: 0.7938 loss_giou_0: 0.9482 loss_ce_1: 1.142 loss_bbox_1: 0.644 loss_giou_1: 0.8264 loss_ce_2: 1.151 loss_bbox_2: 0.6032 loss_giou_2: 0.7985 loss_ce_3: 1.142 loss_bbox_3: 0.5698 loss_giou_3: 0.7911 loss_ce_4: 1.132 loss_bbox_4: 0.5435 loss_giou_4: 0.7744 time: 0.2806 data_time: 0.0268 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:35] d2.utils.events INFO: eta: 1 day, 11:02:44 iter: 1399 total_loss: 15.64 loss_ce: 1.147 loss_bbox: 0.5822 loss_giou: 0.7291 loss_ce_0: 1.21 loss_bbox_0: 0.8489 loss_giou_0: 0.9552 loss_ce_1: 1.183 loss_bbox_1: 0.6628 loss_giou_1: 0.8045 loss_ce_2: 1.169 loss_bbox_2: 0.5954 loss_giou_2: 0.7398 loss_ce_3: 1.17 loss_bbox_3: 0.6262 loss_giou_3: 0.7475 loss_ce_4: 1.15 loss_bbox_4: 0.6123 loss_giou_4: 0.7235 time: 0.2805 data_time: 0.0273 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:40] d2.utils.events INFO: eta: 1 day, 11:02:25 iter: 1419 total_loss: 15.77 loss_ce: 1.153 loss_bbox: 0.5859 loss_giou: 0.7655 loss_ce_0: 1.219 loss_bbox_0: 0.8515 loss_giou_0: 0.9914 loss_ce_1: 1.153 loss_bbox_1: 0.6697 loss_giou_1: 0.8301 loss_ce_2: 1.132 loss_bbox_2: 0.6168 loss_giou_2: 0.7815 loss_ce_3: 1.144 loss_bbox_3: 0.5758 loss_giou_3: 0.7542 loss_ce_4: 1.138 loss_bbox_4: 0.5946 loss_giou_4: 0.7658 time: 0.2805 data_time: 0.0281 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:46] d2.utils.events INFO: eta: 1 day, 11:01:07 iter: 1439 total_loss: 15.26 loss_ce: 1.115 loss_bbox: 0.5624 loss_giou: 0.7443 loss_ce_0: 1.175 loss_bbox_0: 0.8206 loss_giou_0: 1.002 loss_ce_1: 1.142 loss_bbox_1: 0.6287 loss_giou_1: 0.8276 loss_ce_2: 1.107 loss_bbox_2: 0.5909 loss_giou_2: 0.7825 loss_ce_3: 1.116 loss_bbox_3: 0.5703 loss_giou_3: 0.7628 loss_ce_4: 1.119 loss_bbox_4: 0.565 loss_giou_4: 0.7784 time: 0.2804 data_time: 0.0198 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:51] d2.utils.events INFO: eta: 1 day, 11:00:40 iter: 1459 total_loss: 15.54 loss_ce: 1.12 loss_bbox: 0.5775 loss_giou: 0.74 loss_ce_0: 1.207 loss_bbox_0: 0.8163 loss_giou_0: 0.966 loss_ce_1: 1.161 loss_bbox_1: 0.659 loss_giou_1: 0.819 loss_ce_2: 1.124 loss_bbox_2: 0.5706 loss_giou_2: 0.7516 loss_ce_3: 1.121 loss_bbox_3: 0.5816 loss_giou_3: 0.7408 loss_ce_4: 1.116 loss_bbox_4: 0.5682 loss_giou_4: 0.7303 time: 0.2804 data_time: 0.0269 lr: 2.5e-05 max_mem: 5081M [11/02 13:18:57] d2.utils.events INFO: eta: 1 day, 11:00:48 iter: 1479 total_loss: 14.86 loss_ce: 1.079 loss_bbox: 0.5039 loss_giou: 0.6999 loss_ce_0: 1.152 loss_bbox_0: 0.7758 loss_giou_0: 0.9455 loss_ce_1: 1.094 loss_bbox_1: 0.6083 loss_giou_1: 0.799 loss_ce_2: 1.073 loss_bbox_2: 0.5279 loss_giou_2: 0.7496 loss_ce_3: 1.084 loss_bbox_3: 0.5211 loss_giou_3: 0.714 loss_ce_4: 1.107 loss_bbox_4: 0.5017 loss_giou_4: 0.7051 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:03] d2.utils.events INFO: eta: 1 day, 11:00:25 iter: 1499 total_loss: 14.75 loss_ce: 1.08 loss_bbox: 0.5121 loss_giou: 0.7043 loss_ce_0: 1.163 loss_bbox_0: 0.7816 loss_giou_0: 0.9683 loss_ce_1: 1.11 loss_bbox_1: 0.6055 loss_giou_1: 0.8384 loss_ce_2: 1.083 loss_bbox_2: 0.5486 loss_giou_2: 0.7783 loss_ce_3: 1.1 loss_bbox_3: 0.5251 loss_giou_3: 0.7347 loss_ce_4: 1.087 loss_bbox_4: 0.5267 loss_giou_4: 0.7236 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:08] d2.utils.events INFO: eta: 1 day, 10:59:50 iter: 1519 total_loss: 14.89 loss_ce: 1.083 loss_bbox: 0.5177 loss_giou: 0.7009 loss_ce_0: 1.189 loss_bbox_0: 0.8147 loss_giou_0: 0.979 loss_ce_1: 1.096 loss_bbox_1: 0.6204 loss_giou_1: 0.8035 loss_ce_2: 1.079 loss_bbox_2: 0.5656 loss_giou_2: 0.7301 loss_ce_3: 1.082 loss_bbox_3: 0.5184 loss_giou_3: 0.7134 loss_ce_4: 1.085 loss_bbox_4: 0.5308 loss_giou_4: 0.7014 time: 0.2804 data_time: 0.0269 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:14] d2.utils.events INFO: eta: 1 day, 10:59:25 iter: 1539 total_loss: 14.64 loss_ce: 1.089 loss_bbox: 0.4971 loss_giou: 0.7275 loss_ce_0: 1.198 loss_bbox_0: 0.7853 loss_giou_0: 0.9651 loss_ce_1: 1.128 loss_bbox_1: 0.6152 loss_giou_1: 0.8278 loss_ce_2: 1.108 loss_bbox_2: 0.5393 loss_giou_2: 0.7657 loss_ce_3: 1.077 loss_bbox_3: 0.5257 loss_giou_3: 0.7624 loss_ce_4: 1.085 loss_bbox_4: 0.5061 loss_giou_4: 0.749 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:20] d2.utils.events INFO: eta: 1 day, 10:59:14 iter: 1559 total_loss: 14.88 loss_ce: 1.037 loss_bbox: 0.537 loss_giou: 0.7493 loss_ce_0: 1.143 loss_bbox_0: 0.8062 loss_giou_0: 0.9845 loss_ce_1: 1.077 loss_bbox_1: 0.6375 loss_giou_1: 0.8371 loss_ce_2: 1.039 loss_bbox_2: 0.5716 loss_giou_2: 0.7745 loss_ce_3: 1.044 loss_bbox_3: 0.5388 loss_giou_3: 0.7596 loss_ce_4: 1.051 loss_bbox_4: 0.5415 loss_giou_4: 0.7585 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:25] d2.utils.events INFO: eta: 1 day, 10:57:13 iter: 1579 total_loss: 14.8 loss_ce: 1.072 loss_bbox: 0.5094 loss_giou: 0.7034 loss_ce_0: 1.144 loss_bbox_0: 0.8152 loss_giou_0: 0.9805 loss_ce_1: 1.078 loss_bbox_1: 0.6143 loss_giou_1: 0.7913 loss_ce_2: 1.079 loss_bbox_2: 0.5602 loss_giou_2: 0.7436 loss_ce_3: 1.072 loss_bbox_3: 0.5491 loss_giou_3: 0.7199 loss_ce_4: 1.078 loss_bbox_4: 0.5314 loss_giou_4: 0.6946 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:31] d2.utils.events INFO: eta: 1 day, 10:55:36 iter: 1599 total_loss: 14.36 loss_ce: 1.059 loss_bbox: 0.5121 loss_giou: 0.6688 loss_ce_0: 1.181 loss_bbox_0: 0.7805 loss_giou_0: 0.9387 loss_ce_1: 1.095 loss_bbox_1: 0.5895 loss_giou_1: 0.771 loss_ce_2: 1.071 loss_bbox_2: 0.5168 loss_giou_2: 0.7214 loss_ce_3: 1.044 loss_bbox_3: 0.4999 loss_giou_3: 0.6812 loss_ce_4: 1.05 loss_bbox_4: 0.5152 loss_giou_4: 0.6747 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:37] d2.utils.events INFO: eta: 1 day, 10:54:16 iter: 1619 total_loss: 14.71 loss_ce: 1.027 loss_bbox: 0.5528 loss_giou: 0.7176 loss_ce_0: 1.137 loss_bbox_0: 0.7721 loss_giou_0: 0.9323 loss_ce_1: 1.049 loss_bbox_1: 0.6008 loss_giou_1: 0.7978 loss_ce_2: 1.051 loss_bbox_2: 0.5597 loss_giou_2: 0.7468 loss_ce_3: 1.051 loss_bbox_3: 0.5405 loss_giou_3: 0.7385 loss_ce_4: 1.061 loss_bbox_4: 0.5405 loss_giou_4: 0.7183 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:42] d2.utils.events INFO: eta: 1 day, 10:54:39 iter: 1639 total_loss: 14.16 loss_ce: 1.021 loss_bbox: 0.5021 loss_giou: 0.7003 loss_ce_0: 1.11 loss_bbox_0: 0.7744 loss_giou_0: 0.9346 loss_ce_1: 1.044 loss_bbox_1: 0.5826 loss_giou_1: 0.7852 loss_ce_2: 1.018 loss_bbox_2: 0.5366 loss_giou_2: 0.7362 loss_ce_3: 1.012 loss_bbox_3: 0.515 loss_giou_3: 0.72 loss_ce_4: 1.015 loss_bbox_4: 0.51 loss_giou_4: 0.7141 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:48] d2.utils.events INFO: eta: 1 day, 10:55:41 iter: 1659 total_loss: 14.66 loss_ce: 1.061 loss_bbox: 0.5108 loss_giou: 0.7193 loss_ce_0: 1.163 loss_bbox_0: 0.7679 loss_giou_0: 0.9211 loss_ce_1: 1.075 loss_bbox_1: 0.6108 loss_giou_1: 0.7971 loss_ce_2: 1.049 loss_bbox_2: 0.5533 loss_giou_2: 0.7368 loss_ce_3: 1.06 loss_bbox_3: 0.5165 loss_giou_3: 0.7232 loss_ce_4: 1.072 loss_bbox_4: 0.513 loss_giou_4: 0.7205 time: 0.2803 data_time: 0.0221 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:54] d2.utils.events INFO: eta: 1 day, 10:54:27 iter: 1679 total_loss: 14.35 loss_ce: 1.037 loss_bbox: 0.5101 loss_giou: 0.6668 loss_ce_0: 1.14 loss_bbox_0: 0.7742 loss_giou_0: 0.9237 loss_ce_1: 1.082 loss_bbox_1: 0.5968 loss_giou_1: 0.7669 loss_ce_2: 1.041 loss_bbox_2: 0.548 loss_giou_2: 0.7153 loss_ce_3: 1.038 loss_bbox_3: 0.5249 loss_giou_3: 0.6834 loss_ce_4: 1.028 loss_bbox_4: 0.5154 loss_giou_4: 0.6772 time: 0.2803 data_time: 0.0210 lr: 2.5e-05 max_mem: 5081M [11/02 13:19:59] d2.utils.events INFO: eta: 1 day, 10:55:07 iter: 1699 total_loss: 14.79 loss_ce: 1.069 loss_bbox: 0.5288 loss_giou: 0.7184 loss_ce_0: 1.14 loss_bbox_0: 0.7767 loss_giou_0: 0.9717 loss_ce_1: 1.062 loss_bbox_1: 0.6009 loss_giou_1: 0.8284 loss_ce_2: 1.064 loss_bbox_2: 0.5591 loss_giou_2: 0.7504 loss_ce_3: 1.045 loss_bbox_3: 0.5526 loss_giou_3: 0.7388 loss_ce_4: 1.054 loss_bbox_4: 0.539 loss_giou_4: 0.7184 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:05] d2.utils.events INFO: eta: 1 day, 10:55:09 iter: 1719 total_loss: 14.35 loss_ce: 1.037 loss_bbox: 0.5 loss_giou: 0.7121 loss_ce_0: 1.144 loss_bbox_0: 0.7677 loss_giou_0: 0.9444 loss_ce_1: 1.081 loss_bbox_1: 0.5836 loss_giou_1: 0.8146 loss_ce_2: 1.037 loss_bbox_2: 0.5293 loss_giou_2: 0.7492 loss_ce_3: 1.046 loss_bbox_3: 0.5126 loss_giou_3: 0.7376 loss_ce_4: 1.035 loss_bbox_4: 0.4945 loss_giou_4: 0.7156 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:11] d2.utils.events INFO: eta: 1 day, 10:56:03 iter: 1739 total_loss: 14.04 loss_ce: 1.026 loss_bbox: 0.5021 loss_giou: 0.6898 loss_ce_0: 1.081 loss_bbox_0: 0.7591 loss_giou_0: 0.9649 loss_ce_1: 1.028 loss_bbox_1: 0.6016 loss_giou_1: 0.7893 loss_ce_2: 1.004 loss_bbox_2: 0.5181 loss_giou_2: 0.7364 loss_ce_3: 1.005 loss_bbox_3: 0.5103 loss_giou_3: 0.7264 loss_ce_4: 0.9999 loss_bbox_4: 0.5026 loss_giou_4: 0.7104 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:17] d2.utils.events INFO: eta: 1 day, 10:56:10 iter: 1759 total_loss: 14.09 loss_ce: 1.022 loss_bbox: 0.5078 loss_giou: 0.7096 loss_ce_0: 1.117 loss_bbox_0: 0.7559 loss_giou_0: 0.9593 loss_ce_1: 1.062 loss_bbox_1: 0.6029 loss_giou_1: 0.8189 loss_ce_2: 1.033 loss_bbox_2: 0.5438 loss_giou_2: 0.7468 loss_ce_3: 1.006 loss_bbox_3: 0.5204 loss_giou_3: 0.7238 loss_ce_4: 1.014 loss_bbox_4: 0.4985 loss_giou_4: 0.7222 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:22] d2.utils.events INFO: eta: 1 day, 10:55:36 iter: 1779 total_loss: 14.08 loss_ce: 1.018 loss_bbox: 0.4844 loss_giou: 0.6808 loss_ce_0: 1.096 loss_bbox_0: 0.7571 loss_giou_0: 0.9317 loss_ce_1: 1.032 loss_bbox_1: 0.5646 loss_giou_1: 0.7745 loss_ce_2: 1.019 loss_bbox_2: 0.5167 loss_giou_2: 0.7049 loss_ce_3: 1.01 loss_bbox_3: 0.5036 loss_giou_3: 0.6837 loss_ce_4: 1.009 loss_bbox_4: 0.4934 loss_giou_4: 0.6795 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:28] d2.utils.events INFO: eta: 1 day, 10:55:20 iter: 1799 total_loss: 14.69 loss_ce: 1.008 loss_bbox: 0.5449 loss_giou: 0.7696 loss_ce_0: 1.081 loss_bbox_0: 0.7887 loss_giou_0: 1.01 loss_ce_1: 1.027 loss_bbox_1: 0.6262 loss_giou_1: 0.8714 loss_ce_2: 1.002 loss_bbox_2: 0.6027 loss_giou_2: 0.8208 loss_ce_3: 1.014 loss_bbox_3: 0.5808 loss_giou_3: 0.7837 loss_ce_4: 1.014 loss_bbox_4: 0.5654 loss_giou_4: 0.7739 time: 0.2803 data_time: 0.0210 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:34] d2.utils.events INFO: eta: 1 day, 10:55:53 iter: 1819 total_loss: 14.01 loss_ce: 1.017 loss_bbox: 0.4508 loss_giou: 0.6902 loss_ce_0: 1.098 loss_bbox_0: 0.7611 loss_giou_0: 0.9317 loss_ce_1: 1.031 loss_bbox_1: 0.5545 loss_giou_1: 0.7812 loss_ce_2: 1.024 loss_bbox_2: 0.5101 loss_giou_2: 0.7347 loss_ce_3: 0.9989 loss_bbox_3: 0.4929 loss_giou_3: 0.707 loss_ce_4: 1.006 loss_bbox_4: 0.4705 loss_giou_4: 0.6934 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:39] d2.utils.events INFO: eta: 1 day, 10:56:49 iter: 1839 total_loss: 13.98 loss_ce: 0.9742 loss_bbox: 0.4746 loss_giou: 0.6815 loss_ce_0: 1.086 loss_bbox_0: 0.7342 loss_giou_0: 0.9339 loss_ce_1: 1.023 loss_bbox_1: 0.5718 loss_giou_1: 0.768 loss_ce_2: 0.9745 loss_bbox_2: 0.5059 loss_giou_2: 0.6996 loss_ce_3: 0.9655 loss_bbox_3: 0.497 loss_giou_3: 0.7047 loss_ce_4: 0.9638 loss_bbox_4: 0.4831 loss_giou_4: 0.6878 time: 0.2804 data_time: 0.0313 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:45] d2.utils.events INFO: eta: 1 day, 10:55:29 iter: 1859 total_loss: 13.72 loss_ce: 0.9868 loss_bbox: 0.4841 loss_giou: 0.6766 loss_ce_0: 1.062 loss_bbox_0: 0.7422 loss_giou_0: 0.9392 loss_ce_1: 0.9764 loss_bbox_1: 0.5765 loss_giou_1: 0.7875 loss_ce_2: 0.9772 loss_bbox_2: 0.5041 loss_giou_2: 0.729 loss_ce_3: 0.9485 loss_bbox_3: 0.4923 loss_giou_3: 0.6998 loss_ce_4: 0.9672 loss_bbox_4: 0.4859 loss_giou_4: 0.6855 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:51] d2.utils.events INFO: eta: 1 day, 10:55:39 iter: 1879 total_loss: 14.21 loss_ce: 1.01 loss_bbox: 0.4944 loss_giou: 0.7083 loss_ce_0: 1.093 loss_bbox_0: 0.748 loss_giou_0: 0.9659 loss_ce_1: 1.007 loss_bbox_1: 0.5775 loss_giou_1: 0.8098 loss_ce_2: 0.9986 loss_bbox_2: 0.5247 loss_giou_2: 0.7447 loss_ce_3: 1.004 loss_bbox_3: 0.4969 loss_giou_3: 0.7259 loss_ce_4: 1.004 loss_bbox_4: 0.4954 loss_giou_4: 0.7105 time: 0.2804 data_time: 0.0189 lr: 2.5e-05 max_mem: 5081M [11/02 13:20:56] d2.utils.events INFO: eta: 1 day, 10:55:27 iter: 1899 total_loss: 14 loss_ce: 1.023 loss_bbox: 0.4723 loss_giou: 0.6813 loss_ce_0: 1.127 loss_bbox_0: 0.7385 loss_giou_0: 0.9371 loss_ce_1: 1.034 loss_bbox_1: 0.5672 loss_giou_1: 0.7826 loss_ce_2: 1.02 loss_bbox_2: 0.4962 loss_giou_2: 0.7062 loss_ce_3: 1.019 loss_bbox_3: 0.4672 loss_giou_3: 0.6897 loss_ce_4: 1.032 loss_bbox_4: 0.4715 loss_giou_4: 0.6838 time: 0.2804 data_time: 0.0269 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:02] d2.utils.events INFO: eta: 1 day, 10:55:13 iter: 1919 total_loss: 13.91 loss_ce: 1.016 loss_bbox: 0.4915 loss_giou: 0.6447 loss_ce_0: 1.101 loss_bbox_0: 0.7803 loss_giou_0: 0.8899 loss_ce_1: 1.031 loss_bbox_1: 0.5664 loss_giou_1: 0.7319 loss_ce_2: 1.019 loss_bbox_2: 0.5155 loss_giou_2: 0.6879 loss_ce_3: 0.9957 loss_bbox_3: 0.4898 loss_giou_3: 0.6542 loss_ce_4: 1.018 loss_bbox_4: 0.4818 loss_giou_4: 0.6509 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:08] d2.utils.events INFO: eta: 1 day, 10:55:35 iter: 1939 total_loss: 14.02 loss_ce: 1.021 loss_bbox: 0.5002 loss_giou: 0.6881 loss_ce_0: 1.08 loss_bbox_0: 0.7687 loss_giou_0: 0.9485 loss_ce_1: 1.033 loss_bbox_1: 0.6072 loss_giou_1: 0.7971 loss_ce_2: 0.9919 loss_bbox_2: 0.5311 loss_giou_2: 0.7241 loss_ce_3: 0.9768 loss_bbox_3: 0.519 loss_giou_3: 0.7054 loss_ce_4: 0.9824 loss_bbox_4: 0.5133 loss_giou_4: 0.6902 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:13] d2.utils.events INFO: eta: 1 day, 10:55:00 iter: 1959 total_loss: 13.98 loss_ce: 1.007 loss_bbox: 0.4616 loss_giou: 0.6942 loss_ce_0: 1.091 loss_bbox_0: 0.7099 loss_giou_0: 0.9351 loss_ce_1: 1.018 loss_bbox_1: 0.5667 loss_giou_1: 0.779 loss_ce_2: 0.9962 loss_bbox_2: 0.5073 loss_giou_2: 0.7195 loss_ce_3: 0.9897 loss_bbox_3: 0.487 loss_giou_3: 0.7229 loss_ce_4: 1.009 loss_bbox_4: 0.4793 loss_giou_4: 0.7025 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:19] d2.utils.events INFO: eta: 1 day, 10:54:32 iter: 1979 total_loss: 13.59 loss_ce: 0.9771 loss_bbox: 0.4761 loss_giou: 0.7006 loss_ce_0: 1.056 loss_bbox_0: 0.7252 loss_giou_0: 0.9583 loss_ce_1: 0.9922 loss_bbox_1: 0.5517 loss_giou_1: 0.8124 loss_ce_2: 0.9699 loss_bbox_2: 0.5144 loss_giou_2: 0.75 loss_ce_3: 0.9617 loss_bbox_3: 0.4953 loss_giou_3: 0.7322 loss_ce_4: 0.9756 loss_bbox_4: 0.4886 loss_giou_4: 0.7122 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:25] d2.utils.events INFO: eta: 1 day, 10:54:41 iter: 1999 total_loss: 13.98 loss_ce: 0.9633 loss_bbox: 0.5028 loss_giou: 0.6937 loss_ce_0: 1.069 loss_bbox_0: 0.7291 loss_giou_0: 0.9347 loss_ce_1: 0.9841 loss_bbox_1: 0.5685 loss_giou_1: 0.7716 loss_ce_2: 0.9346 loss_bbox_2: 0.524 loss_giou_2: 0.7139 loss_ce_3: 0.9719 loss_bbox_3: 0.5231 loss_giou_3: 0.7236 loss_ce_4: 0.9666 loss_bbox_4: 0.5072 loss_giou_4: 0.7042 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:30] d2.utils.events INFO: eta: 1 day, 10:54:14 iter: 2019 total_loss: 13.49 loss_ce: 1.013 loss_bbox: 0.4682 loss_giou: 0.672 loss_ce_0: 1.08 loss_bbox_0: 0.7242 loss_giou_0: 0.9624 loss_ce_1: 1.008 loss_bbox_1: 0.5552 loss_giou_1: 0.7902 loss_ce_2: 0.9886 loss_bbox_2: 0.5032 loss_giou_2: 0.7231 loss_ce_3: 1.008 loss_bbox_3: 0.503 loss_giou_3: 0.6958 loss_ce_4: 0.971 loss_bbox_4: 0.4635 loss_giou_4: 0.6718 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:36] d2.utils.events INFO: eta: 1 day, 10:54:12 iter: 2039 total_loss: 13.93 loss_ce: 0.9731 loss_bbox: 0.504 loss_giou: 0.6854 loss_ce_0: 1.071 loss_bbox_0: 0.7417 loss_giou_0: 0.9147 loss_ce_1: 0.9792 loss_bbox_1: 0.577 loss_giou_1: 0.7615 loss_ce_2: 0.9662 loss_bbox_2: 0.5221 loss_giou_2: 0.6956 loss_ce_3: 0.9585 loss_bbox_3: 0.5109 loss_giou_3: 0.7083 loss_ce_4: 0.9627 loss_bbox_4: 0.5006 loss_giou_4: 0.6888 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:42] d2.utils.events INFO: eta: 1 day, 10:53:48 iter: 2059 total_loss: 13.52 loss_ce: 0.9861 loss_bbox: 0.4831 loss_giou: 0.6422 loss_ce_0: 1.066 loss_bbox_0: 0.7301 loss_giou_0: 0.8455 loss_ce_1: 1.013 loss_bbox_1: 0.5722 loss_giou_1: 0.7235 loss_ce_2: 0.9617 loss_bbox_2: 0.5229 loss_giou_2: 0.6625 loss_ce_3: 0.9735 loss_bbox_3: 0.4919 loss_giou_3: 0.644 loss_ce_4: 0.9786 loss_bbox_4: 0.4843 loss_giou_4: 0.6438 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:47] d2.utils.events INFO: eta: 1 day, 10:53:42 iter: 2079 total_loss: 13.44 loss_ce: 0.9485 loss_bbox: 0.4755 loss_giou: 0.6342 loss_ce_0: 1.02 loss_bbox_0: 0.7371 loss_giou_0: 0.8936 loss_ce_1: 0.9741 loss_bbox_1: 0.5877 loss_giou_1: 0.7541 loss_ce_2: 0.9522 loss_bbox_2: 0.5326 loss_giou_2: 0.6799 loss_ce_3: 0.934 loss_bbox_3: 0.4993 loss_giou_3: 0.6547 loss_ce_4: 0.9639 loss_bbox_4: 0.4898 loss_giou_4: 0.6371 time: 0.2802 data_time: 0.0211 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:53] d2.utils.events INFO: eta: 1 day, 10:52:53 iter: 2099 total_loss: 13.89 loss_ce: 1.013 loss_bbox: 0.4863 loss_giou: 0.6894 loss_ce_0: 1.094 loss_bbox_0: 0.744 loss_giou_0: 0.9246 loss_ce_1: 1.021 loss_bbox_1: 0.6069 loss_giou_1: 0.786 loss_ce_2: 0.9898 loss_bbox_2: 0.5387 loss_giou_2: 0.7261 loss_ce_3: 0.9989 loss_bbox_3: 0.5371 loss_giou_3: 0.7037 loss_ce_4: 0.9925 loss_bbox_4: 0.5018 loss_giou_4: 0.6895 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5081M [11/02 13:21:58] d2.utils.events INFO: eta: 1 day, 10:50:50 iter: 2119 total_loss: 13.42 loss_ce: 0.9583 loss_bbox: 0.4911 loss_giou: 0.685 loss_ce_0: 1.034 loss_bbox_0: 0.6959 loss_giou_0: 0.9157 loss_ce_1: 0.9336 loss_bbox_1: 0.5719 loss_giou_1: 0.7662 loss_ce_2: 0.9398 loss_bbox_2: 0.5032 loss_giou_2: 0.7105 loss_ce_3: 0.9323 loss_bbox_3: 0.5038 loss_giou_3: 0.6895 loss_ce_4: 0.9417 loss_bbox_4: 0.4775 loss_giou_4: 0.6849 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:04] d2.utils.events INFO: eta: 1 day, 10:50:29 iter: 2139 total_loss: 13.68 loss_ce: 1.01 loss_bbox: 0.5153 loss_giou: 0.6749 loss_ce_0: 1.067 loss_bbox_0: 0.7153 loss_giou_0: 0.9242 loss_ce_1: 0.9951 loss_bbox_1: 0.5561 loss_giou_1: 0.7532 loss_ce_2: 0.9984 loss_bbox_2: 0.5239 loss_giou_2: 0.702 loss_ce_3: 0.9907 loss_bbox_3: 0.5076 loss_giou_3: 0.6826 loss_ce_4: 0.985 loss_bbox_4: 0.5023 loss_giou_4: 0.6878 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:10] d2.utils.events INFO: eta: 1 day, 10:50:09 iter: 2159 total_loss: 13.25 loss_ce: 0.977 loss_bbox: 0.4363 loss_giou: 0.6242 loss_ce_0: 1.052 loss_bbox_0: 0.7066 loss_giou_0: 0.9188 loss_ce_1: 0.9801 loss_bbox_1: 0.55 loss_giou_1: 0.7339 loss_ce_2: 0.95 loss_bbox_2: 0.477 loss_giou_2: 0.6676 loss_ce_3: 0.9828 loss_bbox_3: 0.462 loss_giou_3: 0.6546 loss_ce_4: 0.9621 loss_bbox_4: 0.453 loss_giou_4: 0.6328 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:15] d2.utils.events INFO: eta: 1 day, 10:51:20 iter: 2179 total_loss: 13.17 loss_ce: 0.9551 loss_bbox: 0.4428 loss_giou: 0.6411 loss_ce_0: 1.044 loss_bbox_0: 0.704 loss_giou_0: 0.9137 loss_ce_1: 0.9607 loss_bbox_1: 0.5538 loss_giou_1: 0.7619 loss_ce_2: 0.968 loss_bbox_2: 0.4824 loss_giou_2: 0.6842 loss_ce_3: 0.9545 loss_bbox_3: 0.4509 loss_giou_3: 0.664 loss_ce_4: 0.9591 loss_bbox_4: 0.4362 loss_giou_4: 0.6507 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:21] d2.utils.events INFO: eta: 1 day, 10:51:45 iter: 2199 total_loss: 13.35 loss_ce: 0.9463 loss_bbox: 0.4842 loss_giou: 0.6764 loss_ce_0: 1.015 loss_bbox_0: 0.7546 loss_giou_0: 0.8979 loss_ce_1: 0.9471 loss_bbox_1: 0.5856 loss_giou_1: 0.7654 loss_ce_2: 0.9325 loss_bbox_2: 0.5289 loss_giou_2: 0.7035 loss_ce_3: 0.9511 loss_bbox_3: 0.499 loss_giou_3: 0.684 loss_ce_4: 0.9647 loss_bbox_4: 0.4803 loss_giou_4: 0.6732 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:27] d2.utils.events INFO: eta: 1 day, 10:51:39 iter: 2219 total_loss: 13.45 loss_ce: 0.9422 loss_bbox: 0.4812 loss_giou: 0.6911 loss_ce_0: 1.013 loss_bbox_0: 0.7265 loss_giou_0: 0.9348 loss_ce_1: 0.9595 loss_bbox_1: 0.5441 loss_giou_1: 0.7935 loss_ce_2: 0.9438 loss_bbox_2: 0.5004 loss_giou_2: 0.7268 loss_ce_3: 0.9286 loss_bbox_3: 0.4915 loss_giou_3: 0.7118 loss_ce_4: 0.9098 loss_bbox_4: 0.4867 loss_giou_4: 0.713 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:32] d2.utils.events INFO: eta: 1 day, 10:51:34 iter: 2239 total_loss: 13.1 loss_ce: 0.958 loss_bbox: 0.4669 loss_giou: 0.6052 loss_ce_0: 1.042 loss_bbox_0: 0.7307 loss_giou_0: 0.8547 loss_ce_1: 0.9525 loss_bbox_1: 0.5593 loss_giou_1: 0.7002 loss_ce_2: 0.925 loss_bbox_2: 0.4833 loss_giou_2: 0.6482 loss_ce_3: 0.9349 loss_bbox_3: 0.4771 loss_giou_3: 0.6203 loss_ce_4: 0.9427 loss_bbox_4: 0.4798 loss_giou_4: 0.613 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:38] d2.utils.events INFO: eta: 1 day, 10:51:19 iter: 2259 total_loss: 13.6 loss_ce: 0.9444 loss_bbox: 0.5003 loss_giou: 0.7029 loss_ce_0: 1.057 loss_bbox_0: 0.7234 loss_giou_0: 0.939 loss_ce_1: 0.9707 loss_bbox_1: 0.5625 loss_giou_1: 0.7848 loss_ce_2: 0.9474 loss_bbox_2: 0.519 loss_giou_2: 0.7497 loss_ce_3: 0.9555 loss_bbox_3: 0.5118 loss_giou_3: 0.7079 loss_ce_4: 0.969 loss_bbox_4: 0.4868 loss_giou_4: 0.6831 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:44] d2.utils.events INFO: eta: 1 day, 10:50:52 iter: 2279 total_loss: 13.73 loss_ce: 0.9646 loss_bbox: 0.4906 loss_giou: 0.6857 loss_ce_0: 1.066 loss_bbox_0: 0.7376 loss_giou_0: 0.9222 loss_ce_1: 0.9642 loss_bbox_1: 0.5731 loss_giou_1: 0.7757 loss_ce_2: 0.9475 loss_bbox_2: 0.5336 loss_giou_2: 0.716 loss_ce_3: 0.9575 loss_bbox_3: 0.5048 loss_giou_3: 0.6902 loss_ce_4: 0.9935 loss_bbox_4: 0.5004 loss_giou_4: 0.6851 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:49] d2.utils.events INFO: eta: 1 day, 10:50:13 iter: 2299 total_loss: 13.71 loss_ce: 0.93 loss_bbox: 0.4781 loss_giou: 0.6485 loss_ce_0: 1.046 loss_bbox_0: 0.7161 loss_giou_0: 0.9144 loss_ce_1: 0.9657 loss_bbox_1: 0.5659 loss_giou_1: 0.7498 loss_ce_2: 0.9361 loss_bbox_2: 0.5245 loss_giou_2: 0.7019 loss_ce_3: 0.9226 loss_bbox_3: 0.5029 loss_giou_3: 0.6713 loss_ce_4: 0.913 loss_bbox_4: 0.4911 loss_giou_4: 0.6665 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5081M [11/02 13:22:55] d2.utils.events INFO: eta: 1 day, 10:49:41 iter: 2319 total_loss: 13.52 loss_ce: 0.95 loss_bbox: 0.4843 loss_giou: 0.6675 loss_ce_0: 1.032 loss_bbox_0: 0.723 loss_giou_0: 0.9114 loss_ce_1: 0.9488 loss_bbox_1: 0.568 loss_giou_1: 0.7528 loss_ce_2: 0.9215 loss_bbox_2: 0.5115 loss_giou_2: 0.706 loss_ce_3: 0.9232 loss_bbox_3: 0.4969 loss_giou_3: 0.6979 loss_ce_4: 0.9427 loss_bbox_4: 0.495 loss_giou_4: 0.6727 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:01] d2.utils.events INFO: eta: 1 day, 10:50:30 iter: 2339 total_loss: 13.2 loss_ce: 0.9073 loss_bbox: 0.4286 loss_giou: 0.705 loss_ce_0: 1.001 loss_bbox_0: 0.7421 loss_giou_0: 0.9895 loss_ce_1: 0.8978 loss_bbox_1: 0.5317 loss_giou_1: 0.8092 loss_ce_2: 0.8759 loss_bbox_2: 0.4885 loss_giou_2: 0.7341 loss_ce_3: 0.865 loss_bbox_3: 0.4603 loss_giou_3: 0.7245 loss_ce_4: 0.8753 loss_bbox_4: 0.4379 loss_giou_4: 0.708 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:06] d2.utils.events INFO: eta: 1 day, 10:51:00 iter: 2359 total_loss: 13.23 loss_ce: 0.9081 loss_bbox: 0.4763 loss_giou: 0.6678 loss_ce_0: 0.9857 loss_bbox_0: 0.7153 loss_giou_0: 0.9198 loss_ce_1: 0.9229 loss_bbox_1: 0.5526 loss_giou_1: 0.7788 loss_ce_2: 0.8767 loss_bbox_2: 0.508 loss_giou_2: 0.712 loss_ce_3: 0.8831 loss_bbox_3: 0.4826 loss_giou_3: 0.7039 loss_ce_4: 0.8872 loss_bbox_4: 0.4728 loss_giou_4: 0.6831 time: 0.2802 data_time: 0.0146 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:12] d2.utils.events INFO: eta: 1 day, 10:51:47 iter: 2379 total_loss: 13.13 loss_ce: 0.9108 loss_bbox: 0.4604 loss_giou: 0.668 loss_ce_0: 1.014 loss_bbox_0: 0.7039 loss_giou_0: 0.9425 loss_ce_1: 0.9277 loss_bbox_1: 0.555 loss_giou_1: 0.7909 loss_ce_2: 0.8922 loss_bbox_2: 0.4817 loss_giou_2: 0.7182 loss_ce_3: 0.8845 loss_bbox_3: 0.4672 loss_giou_3: 0.693 loss_ce_4: 0.9144 loss_bbox_4: 0.4694 loss_giou_4: 0.6794 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:18] d2.utils.events INFO: eta: 1 day, 10:51:59 iter: 2399 total_loss: 12.93 loss_ce: 0.9 loss_bbox: 0.453 loss_giou: 0.6403 loss_ce_0: 1.014 loss_bbox_0: 0.7129 loss_giou_0: 0.8795 loss_ce_1: 0.9329 loss_bbox_1: 0.5405 loss_giou_1: 0.7343 loss_ce_2: 0.8831 loss_bbox_2: 0.4876 loss_giou_2: 0.67 loss_ce_3: 0.8859 loss_bbox_3: 0.4743 loss_giou_3: 0.6537 loss_ce_4: 0.9042 loss_bbox_4: 0.4664 loss_giou_4: 0.6357 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:24] d2.utils.events INFO: eta: 1 day, 10:52:27 iter: 2419 total_loss: 12.67 loss_ce: 0.9094 loss_bbox: 0.4438 loss_giou: 0.6366 loss_ce_0: 0.9918 loss_bbox_0: 0.6904 loss_giou_0: 0.9012 loss_ce_1: 0.929 loss_bbox_1: 0.5492 loss_giou_1: 0.7437 loss_ce_2: 0.898 loss_bbox_2: 0.4834 loss_giou_2: 0.6768 loss_ce_3: 0.8936 loss_bbox_3: 0.4718 loss_giou_3: 0.6547 loss_ce_4: 0.9133 loss_bbox_4: 0.4445 loss_giou_4: 0.6396 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:29] d2.utils.events INFO: eta: 1 day, 10:53:15 iter: 2439 total_loss: 12.72 loss_ce: 0.9227 loss_bbox: 0.4385 loss_giou: 0.6258 loss_ce_0: 0.9917 loss_bbox_0: 0.6694 loss_giou_0: 0.8736 loss_ce_1: 0.9203 loss_bbox_1: 0.5159 loss_giou_1: 0.7151 loss_ce_2: 0.9052 loss_bbox_2: 0.4612 loss_giou_2: 0.6621 loss_ce_3: 0.88 loss_bbox_3: 0.4362 loss_giou_3: 0.6429 loss_ce_4: 0.8983 loss_bbox_4: 0.4403 loss_giou_4: 0.6329 time: 0.2802 data_time: 0.0188 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:35] d2.utils.events INFO: eta: 1 day, 10:52:39 iter: 2459 total_loss: 13.35 loss_ce: 0.9506 loss_bbox: 0.4736 loss_giou: 0.6475 loss_ce_0: 1.024 loss_bbox_0: 0.7009 loss_giou_0: 0.8808 loss_ce_1: 0.9563 loss_bbox_1: 0.5346 loss_giou_1: 0.7402 loss_ce_2: 0.9441 loss_bbox_2: 0.508 loss_giou_2: 0.6874 loss_ce_3: 0.9369 loss_bbox_3: 0.484 loss_giou_3: 0.6677 loss_ce_4: 0.9461 loss_bbox_4: 0.4711 loss_giou_4: 0.6443 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:40] d2.utils.events INFO: eta: 1 day, 10:52:19 iter: 2479 total_loss: 13.07 loss_ce: 0.9006 loss_bbox: 0.455 loss_giou: 0.6679 loss_ce_0: 1.007 loss_bbox_0: 0.712 loss_giou_0: 0.937 loss_ce_1: 0.8964 loss_bbox_1: 0.5277 loss_giou_1: 0.7832 loss_ce_2: 0.8956 loss_bbox_2: 0.4746 loss_giou_2: 0.7196 loss_ce_3: 0.8894 loss_bbox_3: 0.4771 loss_giou_3: 0.6939 loss_ce_4: 0.88 loss_bbox_4: 0.4699 loss_giou_4: 0.6827 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:46] d2.utils.events INFO: eta: 1 day, 10:51:55 iter: 2499 total_loss: 13.07 loss_ce: 0.9409 loss_bbox: 0.4738 loss_giou: 0.6719 loss_ce_0: 1.013 loss_bbox_0: 0.7142 loss_giou_0: 0.8764 loss_ce_1: 0.9471 loss_bbox_1: 0.5454 loss_giou_1: 0.7345 loss_ce_2: 0.9246 loss_bbox_2: 0.4976 loss_giou_2: 0.7012 loss_ce_3: 0.9147 loss_bbox_3: 0.4897 loss_giou_3: 0.6884 loss_ce_4: 0.9282 loss_bbox_4: 0.4791 loss_giou_4: 0.6772 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:52] d2.utils.events INFO: eta: 1 day, 10:52:00 iter: 2519 total_loss: 12.97 loss_ce: 0.9119 loss_bbox: 0.4688 loss_giou: 0.6244 loss_ce_0: 0.9941 loss_bbox_0: 0.7223 loss_giou_0: 0.8855 loss_ce_1: 0.9095 loss_bbox_1: 0.5367 loss_giou_1: 0.6969 loss_ce_2: 0.8936 loss_bbox_2: 0.4839 loss_giou_2: 0.6537 loss_ce_3: 0.8925 loss_bbox_3: 0.4956 loss_giou_3: 0.6389 loss_ce_4: 0.8908 loss_bbox_4: 0.4808 loss_giou_4: 0.6368 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5081M [11/02 13:23:57] d2.utils.events INFO: eta: 1 day, 10:51:28 iter: 2539 total_loss: 12.53 loss_ce: 0.8697 loss_bbox: 0.4279 loss_giou: 0.6341 loss_ce_0: 0.9829 loss_bbox_0: 0.7075 loss_giou_0: 0.9012 loss_ce_1: 0.8848 loss_bbox_1: 0.5162 loss_giou_1: 0.7439 loss_ce_2: 0.876 loss_bbox_2: 0.458 loss_giou_2: 0.6894 loss_ce_3: 0.8551 loss_bbox_3: 0.4362 loss_giou_3: 0.6504 loss_ce_4: 0.8772 loss_bbox_4: 0.4239 loss_giou_4: 0.6369 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:03] d2.utils.events INFO: eta: 1 day, 10:51:30 iter: 2559 total_loss: 12.54 loss_ce: 0.8577 loss_bbox: 0.4421 loss_giou: 0.6497 loss_ce_0: 0.9722 loss_bbox_0: 0.6984 loss_giou_0: 0.8765 loss_ce_1: 0.8954 loss_bbox_1: 0.5266 loss_giou_1: 0.737 loss_ce_2: 0.8661 loss_bbox_2: 0.4725 loss_giou_2: 0.6877 loss_ce_3: 0.8605 loss_bbox_3: 0.4589 loss_giou_3: 0.6604 loss_ce_4: 0.8636 loss_bbox_4: 0.4427 loss_giou_4: 0.6445 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:09] d2.utils.events INFO: eta: 1 day, 10:51:44 iter: 2579 total_loss: 12.68 loss_ce: 0.8796 loss_bbox: 0.4467 loss_giou: 0.6497 loss_ce_0: 0.9531 loss_bbox_0: 0.6883 loss_giou_0: 0.9055 loss_ce_1: 0.8847 loss_bbox_1: 0.5184 loss_giou_1: 0.7301 loss_ce_2: 0.8601 loss_bbox_2: 0.4613 loss_giou_2: 0.6817 loss_ce_3: 0.8477 loss_bbox_3: 0.4558 loss_giou_3: 0.6623 loss_ce_4: 0.8597 loss_bbox_4: 0.4446 loss_giou_4: 0.6458 time: 0.2801 data_time: 0.0208 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:14] d2.utils.events INFO: eta: 1 day, 10:52:06 iter: 2599 total_loss: 12.5 loss_ce: 0.8962 loss_bbox: 0.4379 loss_giou: 0.642 loss_ce_0: 0.9985 loss_bbox_0: 0.6937 loss_giou_0: 0.8905 loss_ce_1: 0.8782 loss_bbox_1: 0.5125 loss_giou_1: 0.7214 loss_ce_2: 0.8592 loss_bbox_2: 0.4636 loss_giou_2: 0.6734 loss_ce_3: 0.8775 loss_bbox_3: 0.4382 loss_giou_3: 0.6457 loss_ce_4: 0.8717 loss_bbox_4: 0.4451 loss_giou_4: 0.6503 time: 0.2801 data_time: 0.0203 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:20] d2.utils.events INFO: eta: 1 day, 10:51:40 iter: 2619 total_loss: 12.89 loss_ce: 0.9117 loss_bbox: 0.4561 loss_giou: 0.6115 loss_ce_0: 0.9975 loss_bbox_0: 0.6951 loss_giou_0: 0.8715 loss_ce_1: 0.9 loss_bbox_1: 0.5554 loss_giou_1: 0.7039 loss_ce_2: 0.8861 loss_bbox_2: 0.488 loss_giou_2: 0.652 loss_ce_3: 0.8716 loss_bbox_3: 0.4657 loss_giou_3: 0.6269 loss_ce_4: 0.8749 loss_bbox_4: 0.4502 loss_giou_4: 0.6117 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:26] d2.utils.events INFO: eta: 1 day, 10:51:46 iter: 2639 total_loss: 12.31 loss_ce: 0.8618 loss_bbox: 0.4202 loss_giou: 0.6087 loss_ce_0: 0.9683 loss_bbox_0: 0.6837 loss_giou_0: 0.8635 loss_ce_1: 0.8843 loss_bbox_1: 0.5136 loss_giou_1: 0.7047 loss_ce_2: 0.8606 loss_bbox_2: 0.4463 loss_giou_2: 0.6523 loss_ce_3: 0.8493 loss_bbox_3: 0.4442 loss_giou_3: 0.6323 loss_ce_4: 0.8547 loss_bbox_4: 0.4309 loss_giou_4: 0.6202 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:31] d2.utils.events INFO: eta: 1 day, 10:51:02 iter: 2659 total_loss: 12.62 loss_ce: 0.9264 loss_bbox: 0.4447 loss_giou: 0.6037 loss_ce_0: 0.9843 loss_bbox_0: 0.6781 loss_giou_0: 0.8365 loss_ce_1: 0.9178 loss_bbox_1: 0.5317 loss_giou_1: 0.6751 loss_ce_2: 0.9019 loss_bbox_2: 0.4787 loss_giou_2: 0.6365 loss_ce_3: 0.9022 loss_bbox_3: 0.4604 loss_giou_3: 0.6165 loss_ce_4: 0.9078 loss_bbox_4: 0.4544 loss_giou_4: 0.6094 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:37] d2.utils.events INFO: eta: 1 day, 10:51:15 iter: 2679 total_loss: 12.71 loss_ce: 0.9119 loss_bbox: 0.4496 loss_giou: 0.6202 loss_ce_0: 0.9764 loss_bbox_0: 0.6945 loss_giou_0: 0.8378 loss_ce_1: 0.9149 loss_bbox_1: 0.5293 loss_giou_1: 0.6768 loss_ce_2: 0.8916 loss_bbox_2: 0.4855 loss_giou_2: 0.6481 loss_ce_3: 0.8978 loss_bbox_3: 0.4597 loss_giou_3: 0.6502 loss_ce_4: 0.88 loss_bbox_4: 0.4623 loss_giou_4: 0.6305 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:43] d2.utils.events INFO: eta: 1 day, 10:51:10 iter: 2699 total_loss: 12.79 loss_ce: 0.8677 loss_bbox: 0.4313 loss_giou: 0.6771 loss_ce_0: 0.9714 loss_bbox_0: 0.6725 loss_giou_0: 0.9384 loss_ce_1: 0.9128 loss_bbox_1: 0.5059 loss_giou_1: 0.7696 loss_ce_2: 0.8999 loss_bbox_2: 0.4489 loss_giou_2: 0.7063 loss_ce_3: 0.8804 loss_bbox_3: 0.4332 loss_giou_3: 0.6886 loss_ce_4: 0.8897 loss_bbox_4: 0.4349 loss_giou_4: 0.6657 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:48] d2.utils.events INFO: eta: 1 day, 10:50:36 iter: 2719 total_loss: 12.58 loss_ce: 0.8499 loss_bbox: 0.4227 loss_giou: 0.6536 loss_ce_0: 0.9452 loss_bbox_0: 0.6926 loss_giou_0: 0.9283 loss_ce_1: 0.8852 loss_bbox_1: 0.5097 loss_giou_1: 0.748 loss_ce_2: 0.8526 loss_bbox_2: 0.4686 loss_giou_2: 0.6887 loss_ce_3: 0.8484 loss_bbox_3: 0.4409 loss_giou_3: 0.673 loss_ce_4: 0.8512 loss_bbox_4: 0.432 loss_giou_4: 0.665 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5081M [11/02 13:24:54] d2.utils.events INFO: eta: 1 day, 10:50:27 iter: 2739 total_loss: 12.66 loss_ce: 0.8999 loss_bbox: 0.4591 loss_giou: 0.6305 loss_ce_0: 0.9652 loss_bbox_0: 0.6892 loss_giou_0: 0.8732 loss_ce_1: 0.8909 loss_bbox_1: 0.5319 loss_giou_1: 0.7079 loss_ce_2: 0.8945 loss_bbox_2: 0.4802 loss_giou_2: 0.6584 loss_ce_3: 0.8876 loss_bbox_3: 0.4876 loss_giou_3: 0.6525 loss_ce_4: 0.897 loss_bbox_4: 0.4796 loss_giou_4: 0.6497 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:00] d2.utils.events INFO: eta: 1 day, 10:50:16 iter: 2759 total_loss: 12.27 loss_ce: 0.8592 loss_bbox: 0.4059 loss_giou: 0.6254 loss_ce_0: 0.9801 loss_bbox_0: 0.675 loss_giou_0: 0.8971 loss_ce_1: 0.8936 loss_bbox_1: 0.5003 loss_giou_1: 0.7154 loss_ce_2: 0.8377 loss_bbox_2: 0.445 loss_giou_2: 0.6593 loss_ce_3: 0.8444 loss_bbox_3: 0.4383 loss_giou_3: 0.6402 loss_ce_4: 0.842 loss_bbox_4: 0.4137 loss_giou_4: 0.641 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:05] d2.utils.events INFO: eta: 1 day, 10:50:47 iter: 2779 total_loss: 12.7 loss_ce: 0.8426 loss_bbox: 0.4477 loss_giou: 0.6736 loss_ce_0: 0.9515 loss_bbox_0: 0.6855 loss_giou_0: 0.9369 loss_ce_1: 0.8676 loss_bbox_1: 0.5294 loss_giou_1: 0.7636 loss_ce_2: 0.8538 loss_bbox_2: 0.4783 loss_giou_2: 0.7196 loss_ce_3: 0.8412 loss_bbox_3: 0.4585 loss_giou_3: 0.6884 loss_ce_4: 0.8425 loss_bbox_4: 0.4534 loss_giou_4: 0.6739 time: 0.2801 data_time: 0.0206 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:11] d2.utils.events INFO: eta: 1 day, 10:50:37 iter: 2799 total_loss: 13.08 loss_ce: 0.8841 loss_bbox: 0.4673 loss_giou: 0.6377 loss_ce_0: 0.9916 loss_bbox_0: 0.7199 loss_giou_0: 0.9083 loss_ce_1: 0.9244 loss_bbox_1: 0.5409 loss_giou_1: 0.7545 loss_ce_2: 0.8849 loss_bbox_2: 0.4923 loss_giou_2: 0.6814 loss_ce_3: 0.858 loss_bbox_3: 0.4762 loss_giou_3: 0.6508 loss_ce_4: 0.9002 loss_bbox_4: 0.4678 loss_giou_4: 0.6553 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:17] d2.utils.events INFO: eta: 1 day, 10:49:49 iter: 2819 total_loss: 12.71 loss_ce: 0.895 loss_bbox: 0.4517 loss_giou: 0.6012 loss_ce_0: 0.9727 loss_bbox_0: 0.7293 loss_giou_0: 0.8291 loss_ce_1: 0.9093 loss_bbox_1: 0.555 loss_giou_1: 0.6989 loss_ce_2: 0.8826 loss_bbox_2: 0.5027 loss_giou_2: 0.6383 loss_ce_3: 0.8826 loss_bbox_3: 0.485 loss_giou_3: 0.6196 loss_ce_4: 0.887 loss_bbox_4: 0.4697 loss_giou_4: 0.6052 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:22] d2.utils.events INFO: eta: 1 day, 10:49:23 iter: 2839 total_loss: 12.45 loss_ce: 0.8809 loss_bbox: 0.4326 loss_giou: 0.6404 loss_ce_0: 0.9823 loss_bbox_0: 0.6897 loss_giou_0: 0.8832 loss_ce_1: 0.8895 loss_bbox_1: 0.5246 loss_giou_1: 0.7107 loss_ce_2: 0.8821 loss_bbox_2: 0.4722 loss_giou_2: 0.6698 loss_ce_3: 0.8612 loss_bbox_3: 0.449 loss_giou_3: 0.652 loss_ce_4: 0.8674 loss_bbox_4: 0.4397 loss_giou_4: 0.6336 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:28] d2.utils.events INFO: eta: 1 day, 10:49:10 iter: 2859 total_loss: 12.23 loss_ce: 0.8483 loss_bbox: 0.4193 loss_giou: 0.5953 loss_ce_0: 0.953 loss_bbox_0: 0.6754 loss_giou_0: 0.8469 loss_ce_1: 0.8614 loss_bbox_1: 0.5061 loss_giou_1: 0.6884 loss_ce_2: 0.8404 loss_bbox_2: 0.4555 loss_giou_2: 0.6438 loss_ce_3: 0.8329 loss_bbox_3: 0.4349 loss_giou_3: 0.6276 loss_ce_4: 0.8345 loss_bbox_4: 0.4241 loss_giou_4: 0.613 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:34] d2.utils.events INFO: eta: 1 day, 10:47:07 iter: 2879 total_loss: 12.7 loss_ce: 0.8529 loss_bbox: 0.4357 loss_giou: 0.6448 loss_ce_0: 0.9636 loss_bbox_0: 0.6819 loss_giou_0: 0.9147 loss_ce_1: 0.8728 loss_bbox_1: 0.5097 loss_giou_1: 0.7512 loss_ce_2: 0.8403 loss_bbox_2: 0.4544 loss_giou_2: 0.6887 loss_ce_3: 0.8642 loss_bbox_3: 0.4422 loss_giou_3: 0.6605 loss_ce_4: 0.8663 loss_bbox_4: 0.43 loss_giou_4: 0.6551 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:39] d2.utils.events INFO: eta: 1 day, 10:47:29 iter: 2899 total_loss: 12.35 loss_ce: 0.8421 loss_bbox: 0.4447 loss_giou: 0.6355 loss_ce_0: 0.9241 loss_bbox_0: 0.674 loss_giou_0: 0.8802 loss_ce_1: 0.843 loss_bbox_1: 0.5187 loss_giou_1: 0.7457 loss_ce_2: 0.8268 loss_bbox_2: 0.4836 loss_giou_2: 0.6651 loss_ce_3: 0.8098 loss_bbox_3: 0.4508 loss_giou_3: 0.6359 loss_ce_4: 0.8244 loss_bbox_4: 0.4545 loss_giou_4: 0.6462 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:45] d2.utils.events INFO: eta: 1 day, 10:47:34 iter: 2919 total_loss: 12.62 loss_ce: 0.8807 loss_bbox: 0.4215 loss_giou: 0.6235 loss_ce_0: 0.964 loss_bbox_0: 0.6545 loss_giou_0: 0.8836 loss_ce_1: 0.9 loss_bbox_1: 0.4939 loss_giou_1: 0.7169 loss_ce_2: 0.8514 loss_bbox_2: 0.4415 loss_giou_2: 0.6628 loss_ce_3: 0.8564 loss_bbox_3: 0.4317 loss_giou_3: 0.6397 loss_ce_4: 0.8728 loss_bbox_4: 0.4214 loss_giou_4: 0.6228 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:51] d2.utils.events INFO: eta: 1 day, 10:46:50 iter: 2939 total_loss: 12.24 loss_ce: 0.8735 loss_bbox: 0.4271 loss_giou: 0.6047 loss_ce_0: 0.9547 loss_bbox_0: 0.6674 loss_giou_0: 0.8579 loss_ce_1: 0.8869 loss_bbox_1: 0.4849 loss_giou_1: 0.7059 loss_ce_2: 0.8535 loss_bbox_2: 0.4557 loss_giou_2: 0.6443 loss_ce_3: 0.8575 loss_bbox_3: 0.4285 loss_giou_3: 0.6221 loss_ce_4: 0.8475 loss_bbox_4: 0.4223 loss_giou_4: 0.6181 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5081M [11/02 13:25:56] d2.utils.events INFO: eta: 1 day, 10:46:34 iter: 2959 total_loss: 12.57 loss_ce: 0.8593 loss_bbox: 0.4535 loss_giou: 0.5948 loss_ce_0: 0.9712 loss_bbox_0: 0.7002 loss_giou_0: 0.824 loss_ce_1: 0.8728 loss_bbox_1: 0.5469 loss_giou_1: 0.6833 loss_ce_2: 0.8794 loss_bbox_2: 0.4978 loss_giou_2: 0.6276 loss_ce_3: 0.8627 loss_bbox_3: 0.4764 loss_giou_3: 0.6058 loss_ce_4: 0.8686 loss_bbox_4: 0.4684 loss_giou_4: 0.61 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:02] d2.utils.events INFO: eta: 1 day, 10:45:54 iter: 2979 total_loss: 12.41 loss_ce: 0.8567 loss_bbox: 0.4274 loss_giou: 0.6094 loss_ce_0: 0.9619 loss_bbox_0: 0.6951 loss_giou_0: 0.8579 loss_ce_1: 0.8807 loss_bbox_1: 0.4997 loss_giou_1: 0.7069 loss_ce_2: 0.858 loss_bbox_2: 0.4423 loss_giou_2: 0.6416 loss_ce_3: 0.848 loss_bbox_3: 0.4389 loss_giou_3: 0.6178 loss_ce_4: 0.8529 loss_bbox_4: 0.4184 loss_giou_4: 0.6112 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:07] d2.utils.events INFO: eta: 1 day, 10:44:21 iter: 2999 total_loss: 12.53 loss_ce: 0.8592 loss_bbox: 0.442 loss_giou: 0.6195 loss_ce_0: 0.9745 loss_bbox_0: 0.7178 loss_giou_0: 0.8817 loss_ce_1: 0.868 loss_bbox_1: 0.5532 loss_giou_1: 0.7268 loss_ce_2: 0.8571 loss_bbox_2: 0.4839 loss_giou_2: 0.6624 loss_ce_3: 0.8615 loss_bbox_3: 0.4569 loss_giou_3: 0.6365 loss_ce_4: 0.8518 loss_bbox_4: 0.4461 loss_giou_4: 0.6226 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:13] d2.utils.events INFO: eta: 1 day, 10:44:26 iter: 3019 total_loss: 12.3 loss_ce: 0.8506 loss_bbox: 0.4361 loss_giou: 0.6288 loss_ce_0: 0.9778 loss_bbox_0: 0.6896 loss_giou_0: 0.8849 loss_ce_1: 0.8762 loss_bbox_1: 0.5081 loss_giou_1: 0.6981 loss_ce_2: 0.8606 loss_bbox_2: 0.4546 loss_giou_2: 0.6593 loss_ce_3: 0.8468 loss_bbox_3: 0.447 loss_giou_3: 0.6371 loss_ce_4: 0.8267 loss_bbox_4: 0.4392 loss_giou_4: 0.6528 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:19] d2.utils.events INFO: eta: 1 day, 10:45:20 iter: 3039 total_loss: 12.22 loss_ce: 0.8518 loss_bbox: 0.4413 loss_giou: 0.6206 loss_ce_0: 0.9515 loss_bbox_0: 0.6703 loss_giou_0: 0.8594 loss_ce_1: 0.8645 loss_bbox_1: 0.511 loss_giou_1: 0.7124 loss_ce_2: 0.8413 loss_bbox_2: 0.4591 loss_giou_2: 0.6507 loss_ce_3: 0.8521 loss_bbox_3: 0.4401 loss_giou_3: 0.6314 loss_ce_4: 0.8357 loss_bbox_4: 0.4343 loss_giou_4: 0.6195 time: 0.2799 data_time: 0.0341 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:24] d2.utils.events INFO: eta: 1 day, 10:45:31 iter: 3059 total_loss: 11.99 loss_ce: 0.8187 loss_bbox: 0.4263 loss_giou: 0.6061 loss_ce_0: 0.9512 loss_bbox_0: 0.6487 loss_giou_0: 0.8539 loss_ce_1: 0.8393 loss_bbox_1: 0.5076 loss_giou_1: 0.71 loss_ce_2: 0.8338 loss_bbox_2: 0.4545 loss_giou_2: 0.6439 loss_ce_3: 0.8212 loss_bbox_3: 0.4371 loss_giou_3: 0.6382 loss_ce_4: 0.8293 loss_bbox_4: 0.4351 loss_giou_4: 0.6212 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:30] d2.utils.events INFO: eta: 1 day, 10:46:10 iter: 3079 total_loss: 11.41 loss_ce: 0.7848 loss_bbox: 0.3783 loss_giou: 0.5803 loss_ce_0: 0.9034 loss_bbox_0: 0.6362 loss_giou_0: 0.8433 loss_ce_1: 0.8146 loss_bbox_1: 0.4613 loss_giou_1: 0.6719 loss_ce_2: 0.7824 loss_bbox_2: 0.4139 loss_giou_2: 0.6177 loss_ce_3: 0.7882 loss_bbox_3: 0.3985 loss_giou_3: 0.6027 loss_ce_4: 0.789 loss_bbox_4: 0.3943 loss_giou_4: 0.5943 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:36] d2.utils.events INFO: eta: 1 day, 10:45:54 iter: 3099 total_loss: 11.81 loss_ce: 0.8451 loss_bbox: 0.3918 loss_giou: 0.5833 loss_ce_0: 0.9461 loss_bbox_0: 0.6315 loss_giou_0: 0.8524 loss_ce_1: 0.8578 loss_bbox_1: 0.473 loss_giou_1: 0.6856 loss_ce_2: 0.8544 loss_bbox_2: 0.4267 loss_giou_2: 0.6287 loss_ce_3: 0.8327 loss_bbox_3: 0.4109 loss_giou_3: 0.6127 loss_ce_4: 0.8355 loss_bbox_4: 0.3994 loss_giou_4: 0.5903 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:41] d2.utils.events INFO: eta: 1 day, 10:45:49 iter: 3119 total_loss: 12.6 loss_ce: 0.8486 loss_bbox: 0.4273 loss_giou: 0.6447 loss_ce_0: 0.9575 loss_bbox_0: 0.6558 loss_giou_0: 0.8909 loss_ce_1: 0.856 loss_bbox_1: 0.5217 loss_giou_1: 0.7312 loss_ce_2: 0.8617 loss_bbox_2: 0.4697 loss_giou_2: 0.6912 loss_ce_3: 0.8453 loss_bbox_3: 0.4413 loss_giou_3: 0.658 loss_ce_4: 0.8491 loss_bbox_4: 0.4299 loss_giou_4: 0.6455 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:47] d2.utils.events INFO: eta: 1 day, 10:45:55 iter: 3139 total_loss: 12.06 loss_ce: 0.8647 loss_bbox: 0.4109 loss_giou: 0.6005 loss_ce_0: 0.9715 loss_bbox_0: 0.6459 loss_giou_0: 0.8748 loss_ce_1: 0.8652 loss_bbox_1: 0.4786 loss_giou_1: 0.6757 loss_ce_2: 0.8489 loss_bbox_2: 0.4379 loss_giou_2: 0.6217 loss_ce_3: 0.847 loss_bbox_3: 0.4212 loss_giou_3: 0.6022 loss_ce_4: 0.8285 loss_bbox_4: 0.4018 loss_giou_4: 0.5967 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:53] d2.utils.events INFO: eta: 1 day, 10:45:48 iter: 3159 total_loss: 12.43 loss_ce: 0.8449 loss_bbox: 0.4356 loss_giou: 0.6217 loss_ce_0: 0.9538 loss_bbox_0: 0.6616 loss_giou_0: 0.8655 loss_ce_1: 0.8619 loss_bbox_1: 0.5155 loss_giou_1: 0.7036 loss_ce_2: 0.8314 loss_bbox_2: 0.4654 loss_giou_2: 0.6533 loss_ce_3: 0.8068 loss_bbox_3: 0.4553 loss_giou_3: 0.636 loss_ce_4: 0.8207 loss_bbox_4: 0.4462 loss_giou_4: 0.6323 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5081M [11/02 13:26:58] d2.utils.events INFO: eta: 1 day, 10:45:20 iter: 3179 total_loss: 12.15 loss_ce: 0.8186 loss_bbox: 0.4317 loss_giou: 0.6009 loss_ce_0: 0.9316 loss_bbox_0: 0.6791 loss_giou_0: 0.8496 loss_ce_1: 0.8453 loss_bbox_1: 0.5124 loss_giou_1: 0.6795 loss_ce_2: 0.8073 loss_bbox_2: 0.4563 loss_giou_2: 0.6409 loss_ce_3: 0.7951 loss_bbox_3: 0.4447 loss_giou_3: 0.6256 loss_ce_4: 0.7889 loss_bbox_4: 0.4415 loss_giou_4: 0.6254 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:04] d2.utils.events INFO: eta: 1 day, 10:44:22 iter: 3199 total_loss: 12.26 loss_ce: 0.8448 loss_bbox: 0.4274 loss_giou: 0.6375 loss_ce_0: 0.9566 loss_bbox_0: 0.6494 loss_giou_0: 0.8672 loss_ce_1: 0.8839 loss_bbox_1: 0.5013 loss_giou_1: 0.7268 loss_ce_2: 0.8477 loss_bbox_2: 0.4587 loss_giou_2: 0.6603 loss_ce_3: 0.8231 loss_bbox_3: 0.4439 loss_giou_3: 0.6566 loss_ce_4: 0.8383 loss_bbox_4: 0.4309 loss_giou_4: 0.6396 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:10] d2.utils.events INFO: eta: 1 day, 10:44:05 iter: 3219 total_loss: 12.5 loss_ce: 0.8635 loss_bbox: 0.45 loss_giou: 0.6692 loss_ce_0: 0.9885 loss_bbox_0: 0.6425 loss_giou_0: 0.8698 loss_ce_1: 0.89 loss_bbox_1: 0.4999 loss_giou_1: 0.7305 loss_ce_2: 0.8698 loss_bbox_2: 0.4632 loss_giou_2: 0.6838 loss_ce_3: 0.8633 loss_bbox_3: 0.4509 loss_giou_3: 0.683 loss_ce_4: 0.8616 loss_bbox_4: 0.4477 loss_giou_4: 0.6787 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:15] d2.utils.events INFO: eta: 1 day, 10:44:11 iter: 3239 total_loss: 12.18 loss_ce: 0.8149 loss_bbox: 0.4165 loss_giou: 0.6142 loss_ce_0: 0.9311 loss_bbox_0: 0.6618 loss_giou_0: 0.8726 loss_ce_1: 0.8644 loss_bbox_1: 0.482 loss_giou_1: 0.6969 loss_ce_2: 0.8291 loss_bbox_2: 0.4411 loss_giou_2: 0.6375 loss_ce_3: 0.817 loss_bbox_3: 0.427 loss_giou_3: 0.641 loss_ce_4: 0.8083 loss_bbox_4: 0.4199 loss_giou_4: 0.6248 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:21] d2.utils.events INFO: eta: 1 day, 10:43:53 iter: 3259 total_loss: 11.76 loss_ce: 0.8204 loss_bbox: 0.4238 loss_giou: 0.59 loss_ce_0: 0.9257 loss_bbox_0: 0.6441 loss_giou_0: 0.8339 loss_ce_1: 0.85 loss_bbox_1: 0.5034 loss_giou_1: 0.6945 loss_ce_2: 0.8325 loss_bbox_2: 0.4402 loss_giou_2: 0.6526 loss_ce_3: 0.808 loss_bbox_3: 0.4389 loss_giou_3: 0.6136 loss_ce_4: 0.7868 loss_bbox_4: 0.4254 loss_giou_4: 0.5943 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:27] d2.utils.events INFO: eta: 1 day, 10:43:34 iter: 3279 total_loss: 12.35 loss_ce: 0.8387 loss_bbox: 0.4379 loss_giou: 0.6371 loss_ce_0: 0.933 loss_bbox_0: 0.6633 loss_giou_0: 0.9028 loss_ce_1: 0.8431 loss_bbox_1: 0.5202 loss_giou_1: 0.7232 loss_ce_2: 0.8358 loss_bbox_2: 0.4731 loss_giou_2: 0.6632 loss_ce_3: 0.8372 loss_bbox_3: 0.4453 loss_giou_3: 0.6408 loss_ce_4: 0.8366 loss_bbox_4: 0.4293 loss_giou_4: 0.64 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:32] d2.utils.events INFO: eta: 1 day, 10:43:42 iter: 3299 total_loss: 11.82 loss_ce: 0.8238 loss_bbox: 0.413 loss_giou: 0.553 loss_ce_0: 0.9339 loss_bbox_0: 0.644 loss_giou_0: 0.8 loss_ce_1: 0.8473 loss_bbox_1: 0.4856 loss_giou_1: 0.6539 loss_ce_2: 0.813 loss_bbox_2: 0.4542 loss_giou_2: 0.5889 loss_ce_3: 0.8179 loss_bbox_3: 0.4214 loss_giou_3: 0.5686 loss_ce_4: 0.8265 loss_bbox_4: 0.4136 loss_giou_4: 0.5604 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:38] d2.utils.events INFO: eta: 1 day, 10:44:08 iter: 3319 total_loss: 12.07 loss_ce: 0.8341 loss_bbox: 0.4552 loss_giou: 0.5967 loss_ce_0: 0.9379 loss_bbox_0: 0.6613 loss_giou_0: 0.803 loss_ce_1: 0.8586 loss_bbox_1: 0.5111 loss_giou_1: 0.6667 loss_ce_2: 0.8439 loss_bbox_2: 0.4635 loss_giou_2: 0.6194 loss_ce_3: 0.8274 loss_bbox_3: 0.4646 loss_giou_3: 0.6006 loss_ce_4: 0.8128 loss_bbox_4: 0.4614 loss_giou_4: 0.6081 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:44] d2.utils.events INFO: eta: 1 day, 10:43:41 iter: 3339 total_loss: 12.15 loss_ce: 0.8337 loss_bbox: 0.4602 loss_giou: 0.6477 loss_ce_0: 0.9327 loss_bbox_0: 0.6671 loss_giou_0: 0.8741 loss_ce_1: 0.8252 loss_bbox_1: 0.5401 loss_giou_1: 0.7471 loss_ce_2: 0.8136 loss_bbox_2: 0.4881 loss_giou_2: 0.7066 loss_ce_3: 0.8064 loss_bbox_3: 0.4625 loss_giou_3: 0.6768 loss_ce_4: 0.8109 loss_bbox_4: 0.4596 loss_giou_4: 0.661 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:49] d2.utils.events INFO: eta: 1 day, 10:43:12 iter: 3359 total_loss: 11.81 loss_ce: 0.7776 loss_bbox: 0.4129 loss_giou: 0.6162 loss_ce_0: 0.891 loss_bbox_0: 0.6192 loss_giou_0: 0.8536 loss_ce_1: 0.7972 loss_bbox_1: 0.4639 loss_giou_1: 0.6849 loss_ce_2: 0.7704 loss_bbox_2: 0.4275 loss_giou_2: 0.628 loss_ce_3: 0.7787 loss_bbox_3: 0.4079 loss_giou_3: 0.6015 loss_ce_4: 0.762 loss_bbox_4: 0.4076 loss_giou_4: 0.6093 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5081M [11/02 13:27:55] d2.utils.events INFO: eta: 1 day, 10:42:36 iter: 3379 total_loss: 11.84 loss_ce: 0.7728 loss_bbox: 0.4158 loss_giou: 0.6137 loss_ce_0: 0.9053 loss_bbox_0: 0.6487 loss_giou_0: 0.8873 loss_ce_1: 0.8243 loss_bbox_1: 0.49 loss_giou_1: 0.7283 loss_ce_2: 0.7825 loss_bbox_2: 0.4545 loss_giou_2: 0.6626 loss_ce_3: 0.7837 loss_bbox_3: 0.44 loss_giou_3: 0.6403 loss_ce_4: 0.783 loss_bbox_4: 0.4193 loss_giou_4: 0.6181 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:01] d2.utils.events INFO: eta: 1 day, 10:42:28 iter: 3399 total_loss: 11.71 loss_ce: 0.7756 loss_bbox: 0.4328 loss_giou: 0.5844 loss_ce_0: 0.9117 loss_bbox_0: 0.6648 loss_giou_0: 0.8223 loss_ce_1: 0.8189 loss_bbox_1: 0.5055 loss_giou_1: 0.66 loss_ce_2: 0.7813 loss_bbox_2: 0.4531 loss_giou_2: 0.6023 loss_ce_3: 0.7716 loss_bbox_3: 0.4427 loss_giou_3: 0.5872 loss_ce_4: 0.7603 loss_bbox_4: 0.4281 loss_giou_4: 0.5889 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:06] d2.utils.events INFO: eta: 1 day, 10:42:03 iter: 3419 total_loss: 11.62 loss_ce: 0.8028 loss_bbox: 0.4238 loss_giou: 0.5885 loss_ce_0: 0.8988 loss_bbox_0: 0.6228 loss_giou_0: 0.8293 loss_ce_1: 0.8133 loss_bbox_1: 0.4841 loss_giou_1: 0.6637 loss_ce_2: 0.7927 loss_bbox_2: 0.4369 loss_giou_2: 0.612 loss_ce_3: 0.7823 loss_bbox_3: 0.4423 loss_giou_3: 0.6013 loss_ce_4: 0.7815 loss_bbox_4: 0.4311 loss_giou_4: 0.5934 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:12] d2.utils.events INFO: eta: 1 day, 10:41:45 iter: 3439 total_loss: 11.38 loss_ce: 0.782 loss_bbox: 0.382 loss_giou: 0.6024 loss_ce_0: 0.9026 loss_bbox_0: 0.6127 loss_giou_0: 0.8184 loss_ce_1: 0.8105 loss_bbox_1: 0.4498 loss_giou_1: 0.6409 loss_ce_2: 0.7755 loss_bbox_2: 0.4007 loss_giou_2: 0.6073 loss_ce_3: 0.7627 loss_bbox_3: 0.4057 loss_giou_3: 0.6048 loss_ce_4: 0.7703 loss_bbox_4: 0.394 loss_giou_4: 0.6035 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:18] d2.utils.events INFO: eta: 1 day, 10:42:11 iter: 3459 total_loss: 12.07 loss_ce: 0.7951 loss_bbox: 0.4427 loss_giou: 0.6024 loss_ce_0: 0.8972 loss_bbox_0: 0.6522 loss_giou_0: 0.8176 loss_ce_1: 0.8287 loss_bbox_1: 0.5307 loss_giou_1: 0.7033 loss_ce_2: 0.7989 loss_bbox_2: 0.4802 loss_giou_2: 0.6418 loss_ce_3: 0.7824 loss_bbox_3: 0.4667 loss_giou_3: 0.6307 loss_ce_4: 0.7879 loss_bbox_4: 0.473 loss_giou_4: 0.617 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:23] d2.utils.events INFO: eta: 1 day, 10:42:19 iter: 3479 total_loss: 11.64 loss_ce: 0.7957 loss_bbox: 0.4235 loss_giou: 0.5898 loss_ce_0: 0.9081 loss_bbox_0: 0.6387 loss_giou_0: 0.8449 loss_ce_1: 0.8403 loss_bbox_1: 0.4856 loss_giou_1: 0.6875 loss_ce_2: 0.8068 loss_bbox_2: 0.4468 loss_giou_2: 0.6258 loss_ce_3: 0.7969 loss_bbox_3: 0.4361 loss_giou_3: 0.6058 loss_ce_4: 0.8058 loss_bbox_4: 0.4319 loss_giou_4: 0.6054 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:29] d2.utils.events INFO: eta: 1 day, 10:43:05 iter: 3499 total_loss: 11.63 loss_ce: 0.7781 loss_bbox: 0.4042 loss_giou: 0.5849 loss_ce_0: 0.9306 loss_bbox_0: 0.6379 loss_giou_0: 0.816 loss_ce_1: 0.7972 loss_bbox_1: 0.4903 loss_giou_1: 0.6774 loss_ce_2: 0.8028 loss_bbox_2: 0.4369 loss_giou_2: 0.6176 loss_ce_3: 0.7715 loss_bbox_3: 0.4176 loss_giou_3: 0.5994 loss_ce_4: 0.7865 loss_bbox_4: 0.4216 loss_giou_4: 0.591 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:35] d2.utils.events INFO: eta: 1 day, 10:43:32 iter: 3519 total_loss: 11.93 loss_ce: 0.8226 loss_bbox: 0.447 loss_giou: 0.5946 loss_ce_0: 0.9108 loss_bbox_0: 0.6594 loss_giou_0: 0.827 loss_ce_1: 0.8482 loss_bbox_1: 0.5169 loss_giou_1: 0.6873 loss_ce_2: 0.8421 loss_bbox_2: 0.4694 loss_giou_2: 0.6248 loss_ce_3: 0.8192 loss_bbox_3: 0.4453 loss_giou_3: 0.6066 loss_ce_4: 0.8124 loss_bbox_4: 0.4408 loss_giou_4: 0.5974 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:40] d2.utils.events INFO: eta: 1 day, 10:43:41 iter: 3539 total_loss: 11.92 loss_ce: 0.8039 loss_bbox: 0.4195 loss_giou: 0.6334 loss_ce_0: 0.9141 loss_bbox_0: 0.6691 loss_giou_0: 0.9022 loss_ce_1: 0.8171 loss_bbox_1: 0.4947 loss_giou_1: 0.7353 loss_ce_2: 0.8079 loss_bbox_2: 0.4528 loss_giou_2: 0.6764 loss_ce_3: 0.7984 loss_bbox_3: 0.4267 loss_giou_3: 0.6493 loss_ce_4: 0.7958 loss_bbox_4: 0.4223 loss_giou_4: 0.6445 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:46] d2.utils.events INFO: eta: 1 day, 10:43:56 iter: 3559 total_loss: 11.43 loss_ce: 0.7823 loss_bbox: 0.4013 loss_giou: 0.5575 loss_ce_0: 0.8925 loss_bbox_0: 0.6337 loss_giou_0: 0.8134 loss_ce_1: 0.8285 loss_bbox_1: 0.4561 loss_giou_1: 0.6509 loss_ce_2: 0.7935 loss_bbox_2: 0.4141 loss_giou_2: 0.5962 loss_ce_3: 0.7813 loss_bbox_3: 0.4044 loss_giou_3: 0.5719 loss_ce_4: 0.7736 loss_bbox_4: 0.4026 loss_giou_4: 0.5628 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:52] d2.utils.events INFO: eta: 1 day, 10:43:30 iter: 3579 total_loss: 11.65 loss_ce: 0.773 loss_bbox: 0.3897 loss_giou: 0.5981 loss_ce_0: 0.917 loss_bbox_0: 0.6093 loss_giou_0: 0.8288 loss_ce_1: 0.808 loss_bbox_1: 0.4666 loss_giou_1: 0.6917 loss_ce_2: 0.7842 loss_bbox_2: 0.4226 loss_giou_2: 0.6269 loss_ce_3: 0.7613 loss_bbox_3: 0.4083 loss_giou_3: 0.6019 loss_ce_4: 0.7605 loss_bbox_4: 0.3965 loss_giou_4: 0.6013 time: 0.2799 data_time: 0.0367 lr: 2.5e-05 max_mem: 5081M [11/02 13:28:57] d2.utils.events INFO: eta: 1 day, 10:43:34 iter: 3599 total_loss: 11.93 loss_ce: 0.8068 loss_bbox: 0.4429 loss_giou: 0.6103 loss_ce_0: 0.9076 loss_bbox_0: 0.6819 loss_giou_0: 0.8761 loss_ce_1: 0.8157 loss_bbox_1: 0.5228 loss_giou_1: 0.7057 loss_ce_2: 0.8019 loss_bbox_2: 0.4664 loss_giou_2: 0.6498 loss_ce_3: 0.8049 loss_bbox_3: 0.4486 loss_giou_3: 0.6305 loss_ce_4: 0.8208 loss_bbox_4: 0.4554 loss_giou_4: 0.6218 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:03] d2.utils.events INFO: eta: 1 day, 10:43:39 iter: 3619 total_loss: 11.58 loss_ce: 0.8059 loss_bbox: 0.3994 loss_giou: 0.5757 loss_ce_0: 0.9056 loss_bbox_0: 0.6498 loss_giou_0: 0.7986 loss_ce_1: 0.8511 loss_bbox_1: 0.4647 loss_giou_1: 0.6613 loss_ce_2: 0.8017 loss_bbox_2: 0.4188 loss_giou_2: 0.6038 loss_ce_3: 0.8091 loss_bbox_3: 0.4195 loss_giou_3: 0.5926 loss_ce_4: 0.7903 loss_bbox_4: 0.4116 loss_giou_4: 0.5851 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:09] d2.utils.events INFO: eta: 1 day, 10:43:23 iter: 3639 total_loss: 12.08 loss_ce: 0.8122 loss_bbox: 0.4405 loss_giou: 0.6347 loss_ce_0: 0.9099 loss_bbox_0: 0.6808 loss_giou_0: 0.8787 loss_ce_1: 0.8278 loss_bbox_1: 0.5091 loss_giou_1: 0.698 loss_ce_2: 0.8091 loss_bbox_2: 0.4684 loss_giou_2: 0.651 loss_ce_3: 0.7959 loss_bbox_3: 0.4452 loss_giou_3: 0.6347 loss_ce_4: 0.8025 loss_bbox_4: 0.4338 loss_giou_4: 0.6313 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:14] d2.utils.events INFO: eta: 1 day, 10:44:02 iter: 3659 total_loss: 11.83 loss_ce: 0.7976 loss_bbox: 0.3962 loss_giou: 0.6242 loss_ce_0: 0.942 loss_bbox_0: 0.6392 loss_giou_0: 0.8888 loss_ce_1: 0.8432 loss_bbox_1: 0.4722 loss_giou_1: 0.7326 loss_ce_2: 0.809 loss_bbox_2: 0.4285 loss_giou_2: 0.6615 loss_ce_3: 0.7942 loss_bbox_3: 0.4073 loss_giou_3: 0.6397 loss_ce_4: 0.7914 loss_bbox_4: 0.4111 loss_giou_4: 0.6378 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:20] d2.utils.events INFO: eta: 1 day, 10:43:57 iter: 3679 total_loss: 11.7 loss_ce: 0.8467 loss_bbox: 0.4217 loss_giou: 0.5843 loss_ce_0: 0.8946 loss_bbox_0: 0.6543 loss_giou_0: 0.8058 loss_ce_1: 0.8507 loss_bbox_1: 0.5094 loss_giou_1: 0.6774 loss_ce_2: 0.8035 loss_bbox_2: 0.4594 loss_giou_2: 0.6224 loss_ce_3: 0.8312 loss_bbox_3: 0.443 loss_giou_3: 0.6071 loss_ce_4: 0.8303 loss_bbox_4: 0.4297 loss_giou_4: 0.5976 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:26] d2.utils.events INFO: eta: 1 day, 10:42:45 iter: 3699 total_loss: 11.73 loss_ce: 0.7786 loss_bbox: 0.414 loss_giou: 0.6299 loss_ce_0: 0.8628 loss_bbox_0: 0.6519 loss_giou_0: 0.8951 loss_ce_1: 0.803 loss_bbox_1: 0.5054 loss_giou_1: 0.724 loss_ce_2: 0.7709 loss_bbox_2: 0.4456 loss_giou_2: 0.6685 loss_ce_3: 0.7611 loss_bbox_3: 0.4337 loss_giou_3: 0.6532 loss_ce_4: 0.7586 loss_bbox_4: 0.4127 loss_giou_4: 0.6438 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:31] d2.utils.events INFO: eta: 1 day, 10:44:02 iter: 3719 total_loss: 11.84 loss_ce: 0.7867 loss_bbox: 0.3988 loss_giou: 0.6324 loss_ce_0: 0.9032 loss_bbox_0: 0.6063 loss_giou_0: 0.885 loss_ce_1: 0.8135 loss_bbox_1: 0.4559 loss_giou_1: 0.731 loss_ce_2: 0.7892 loss_bbox_2: 0.4191 loss_giou_2: 0.6716 loss_ce_3: 0.7731 loss_bbox_3: 0.4073 loss_giou_3: 0.655 loss_ce_4: 0.7773 loss_bbox_4: 0.3953 loss_giou_4: 0.6349 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:37] d2.utils.events INFO: eta: 1 day, 10:43:33 iter: 3739 total_loss: 11.43 loss_ce: 0.7803 loss_bbox: 0.4083 loss_giou: 0.5609 loss_ce_0: 0.8684 loss_bbox_0: 0.6299 loss_giou_0: 0.8155 loss_ce_1: 0.8076 loss_bbox_1: 0.4894 loss_giou_1: 0.6629 loss_ce_2: 0.7885 loss_bbox_2: 0.4473 loss_giou_2: 0.6077 loss_ce_3: 0.7799 loss_bbox_3: 0.4209 loss_giou_3: 0.5835 loss_ce_4: 0.7663 loss_bbox_4: 0.4175 loss_giou_4: 0.5703 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:43] d2.utils.events INFO: eta: 1 day, 10:44:23 iter: 3759 total_loss: 11.97 loss_ce: 0.801 loss_bbox: 0.4135 loss_giou: 0.6132 loss_ce_0: 0.9181 loss_bbox_0: 0.6217 loss_giou_0: 0.8396 loss_ce_1: 0.8236 loss_bbox_1: 0.4765 loss_giou_1: 0.6974 loss_ce_2: 0.8205 loss_bbox_2: 0.4371 loss_giou_2: 0.6445 loss_ce_3: 0.8109 loss_bbox_3: 0.4315 loss_giou_3: 0.6142 loss_ce_4: 0.7925 loss_bbox_4: 0.4199 loss_giou_4: 0.6164 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:49] d2.utils.events INFO: eta: 1 day, 10:44:24 iter: 3779 total_loss: 11.98 loss_ce: 0.7961 loss_bbox: 0.4494 loss_giou: 0.6276 loss_ce_0: 0.8978 loss_bbox_0: 0.6406 loss_giou_0: 0.8556 loss_ce_1: 0.8005 loss_bbox_1: 0.4938 loss_giou_1: 0.709 loss_ce_2: 0.7844 loss_bbox_2: 0.4534 loss_giou_2: 0.6509 loss_ce_3: 0.7814 loss_bbox_3: 0.4445 loss_giou_3: 0.6342 loss_ce_4: 0.7942 loss_bbox_4: 0.4431 loss_giou_4: 0.6299 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5081M [11/02 13:29:54] d2.utils.events INFO: eta: 1 day, 10:45:10 iter: 3799 total_loss: 11.67 loss_ce: 0.7699 loss_bbox: 0.3985 loss_giou: 0.5986 loss_ce_0: 0.8925 loss_bbox_0: 0.6407 loss_giou_0: 0.8517 loss_ce_1: 0.815 loss_bbox_1: 0.4847 loss_giou_1: 0.6993 loss_ce_2: 0.7791 loss_bbox_2: 0.4238 loss_giou_2: 0.6411 loss_ce_3: 0.7749 loss_bbox_3: 0.4107 loss_giou_3: 0.6201 loss_ce_4: 0.7807 loss_bbox_4: 0.3959 loss_giou_4: 0.6084 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:00] d2.utils.events INFO: eta: 1 day, 10:46:13 iter: 3819 total_loss: 11.36 loss_ce: 0.7541 loss_bbox: 0.3769 loss_giou: 0.6114 loss_ce_0: 0.8842 loss_bbox_0: 0.6188 loss_giou_0: 0.8308 loss_ce_1: 0.7939 loss_bbox_1: 0.4728 loss_giou_1: 0.6896 loss_ce_2: 0.7593 loss_bbox_2: 0.4221 loss_giou_2: 0.6414 loss_ce_3: 0.7646 loss_bbox_3: 0.3961 loss_giou_3: 0.6254 loss_ce_4: 0.7561 loss_bbox_4: 0.3788 loss_giou_4: 0.6216 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:06] d2.utils.events INFO: eta: 1 day, 10:45:39 iter: 3839 total_loss: 11.69 loss_ce: 0.7932 loss_bbox: 0.4108 loss_giou: 0.5721 loss_ce_0: 0.9159 loss_bbox_0: 0.641 loss_giou_0: 0.8354 loss_ce_1: 0.8312 loss_bbox_1: 0.4837 loss_giou_1: 0.676 loss_ce_2: 0.8287 loss_bbox_2: 0.4405 loss_giou_2: 0.6105 loss_ce_3: 0.8089 loss_bbox_3: 0.4204 loss_giou_3: 0.5865 loss_ce_4: 0.7958 loss_bbox_4: 0.4244 loss_giou_4: 0.573 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:11] d2.utils.events INFO: eta: 1 day, 10:46:19 iter: 3859 total_loss: 11.63 loss_ce: 0.7654 loss_bbox: 0.3893 loss_giou: 0.6111 loss_ce_0: 0.8797 loss_bbox_0: 0.6494 loss_giou_0: 0.8818 loss_ce_1: 0.8001 loss_bbox_1: 0.4623 loss_giou_1: 0.7262 loss_ce_2: 0.7669 loss_bbox_2: 0.4185 loss_giou_2: 0.6569 loss_ce_3: 0.7638 loss_bbox_3: 0.4037 loss_giou_3: 0.6362 loss_ce_4: 0.757 loss_bbox_4: 0.3895 loss_giou_4: 0.6227 time: 0.2800 data_time: 0.0324 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:17] d2.utils.events INFO: eta: 1 day, 10:46:20 iter: 3879 total_loss: 11.31 loss_ce: 0.77 loss_bbox: 0.4166 loss_giou: 0.5766 loss_ce_0: 0.9039 loss_bbox_0: 0.6104 loss_giou_0: 0.8172 loss_ce_1: 0.8133 loss_bbox_1: 0.4608 loss_giou_1: 0.6454 loss_ce_2: 0.7941 loss_bbox_2: 0.4141 loss_giou_2: 0.6041 loss_ce_3: 0.7708 loss_bbox_3: 0.4179 loss_giou_3: 0.581 loss_ce_4: 0.7743 loss_bbox_4: 0.4168 loss_giou_4: 0.5766 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:23] d2.utils.events INFO: eta: 1 day, 10:46:05 iter: 3899 total_loss: 11.09 loss_ce: 0.7855 loss_bbox: 0.4109 loss_giou: 0.5449 loss_ce_0: 0.8798 loss_bbox_0: 0.645 loss_giou_0: 0.783 loss_ce_1: 0.8033 loss_bbox_1: 0.4669 loss_giou_1: 0.6261 loss_ce_2: 0.7541 loss_bbox_2: 0.4368 loss_giou_2: 0.5763 loss_ce_3: 0.7642 loss_bbox_3: 0.4153 loss_giou_3: 0.5591 loss_ce_4: 0.7499 loss_bbox_4: 0.4148 loss_giou_4: 0.5505 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:28] d2.utils.events INFO: eta: 1 day, 10:46:19 iter: 3919 total_loss: 11.5 loss_ce: 0.7574 loss_bbox: 0.4109 loss_giou: 0.5905 loss_ce_0: 0.8688 loss_bbox_0: 0.633 loss_giou_0: 0.8444 loss_ce_1: 0.8086 loss_bbox_1: 0.4625 loss_giou_1: 0.671 loss_ce_2: 0.7568 loss_bbox_2: 0.4254 loss_giou_2: 0.632 loss_ce_3: 0.7414 loss_bbox_3: 0.4213 loss_giou_3: 0.5993 loss_ce_4: 0.7468 loss_bbox_4: 0.4148 loss_giou_4: 0.5976 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:34] d2.utils.events INFO: eta: 1 day, 10:46:41 iter: 3939 total_loss: 11.25 loss_ce: 0.7534 loss_bbox: 0.3906 loss_giou: 0.5805 loss_ce_0: 0.8664 loss_bbox_0: 0.6151 loss_giou_0: 0.8441 loss_ce_1: 0.7957 loss_bbox_1: 0.4813 loss_giou_1: 0.6656 loss_ce_2: 0.7496 loss_bbox_2: 0.4271 loss_giou_2: 0.6098 loss_ce_3: 0.7408 loss_bbox_3: 0.4072 loss_giou_3: 0.5918 loss_ce_4: 0.7514 loss_bbox_4: 0.3851 loss_giou_4: 0.5888 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:40] d2.utils.events INFO: eta: 1 day, 10:47:00 iter: 3959 total_loss: 11.44 loss_ce: 0.749 loss_bbox: 0.4152 loss_giou: 0.602 loss_ce_0: 0.8833 loss_bbox_0: 0.6325 loss_giou_0: 0.8398 loss_ce_1: 0.7939 loss_bbox_1: 0.4713 loss_giou_1: 0.6932 loss_ce_2: 0.7562 loss_bbox_2: 0.4255 loss_giou_2: 0.6446 loss_ce_3: 0.7456 loss_bbox_3: 0.4149 loss_giou_3: 0.6156 loss_ce_4: 0.7525 loss_bbox_4: 0.4165 loss_giou_4: 0.6056 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:46] d2.utils.events INFO: eta: 1 day, 10:48:05 iter: 3979 total_loss: 11.38 loss_ce: 0.7317 loss_bbox: 0.3875 loss_giou: 0.611 loss_ce_0: 0.8541 loss_bbox_0: 0.634 loss_giou_0: 0.8342 loss_ce_1: 0.7859 loss_bbox_1: 0.4486 loss_giou_1: 0.6847 loss_ce_2: 0.7383 loss_bbox_2: 0.4173 loss_giou_2: 0.638 loss_ce_3: 0.7322 loss_bbox_3: 0.4061 loss_giou_3: 0.6212 loss_ce_4: 0.7269 loss_bbox_4: 0.3963 loss_giou_4: 0.6207 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:51] d2.utils.events INFO: eta: 1 day, 10:48:27 iter: 3999 total_loss: 11.29 loss_ce: 0.7703 loss_bbox: 0.3977 loss_giou: 0.5754 loss_ce_0: 0.8764 loss_bbox_0: 0.605 loss_giou_0: 0.8043 loss_ce_1: 0.7913 loss_bbox_1: 0.4631 loss_giou_1: 0.6421 loss_ce_2: 0.7918 loss_bbox_2: 0.4123 loss_giou_2: 0.6017 loss_ce_3: 0.768 loss_bbox_3: 0.4078 loss_giou_3: 0.5802 loss_ce_4: 0.7746 loss_bbox_4: 0.4017 loss_giou_4: 0.5763 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5081M [11/02 13:30:57] d2.utils.events INFO: eta: 1 day, 10:48:36 iter: 4019 total_loss: 11.41 loss_ce: 0.7617 loss_bbox: 0.3991 loss_giou: 0.5726 loss_ce_0: 0.8722 loss_bbox_0: 0.6025 loss_giou_0: 0.8012 loss_ce_1: 0.7978 loss_bbox_1: 0.4658 loss_giou_1: 0.6455 loss_ce_2: 0.7714 loss_bbox_2: 0.4292 loss_giou_2: 0.6065 loss_ce_3: 0.7578 loss_bbox_3: 0.4183 loss_giou_3: 0.5782 loss_ce_4: 0.7703 loss_bbox_4: 0.4136 loss_giou_4: 0.5655 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:03] d2.utils.events INFO: eta: 1 day, 10:49:28 iter: 4039 total_loss: 11.7 loss_ce: 0.7686 loss_bbox: 0.4054 loss_giou: 0.5866 loss_ce_0: 0.8579 loss_bbox_0: 0.6295 loss_giou_0: 0.8172 loss_ce_1: 0.795 loss_bbox_1: 0.4842 loss_giou_1: 0.6682 loss_ce_2: 0.7726 loss_bbox_2: 0.4399 loss_giou_2: 0.6151 loss_ce_3: 0.7591 loss_bbox_3: 0.4236 loss_giou_3: 0.603 loss_ce_4: 0.7803 loss_bbox_4: 0.4178 loss_giou_4: 0.5975 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:08] d2.utils.events INFO: eta: 1 day, 10:49:17 iter: 4059 total_loss: 10.94 loss_ce: 0.7454 loss_bbox: 0.3909 loss_giou: 0.5937 loss_ce_0: 0.8546 loss_bbox_0: 0.6061 loss_giou_0: 0.8165 loss_ce_1: 0.8016 loss_bbox_1: 0.4548 loss_giou_1: 0.6574 loss_ce_2: 0.7593 loss_bbox_2: 0.4111 loss_giou_2: 0.6171 loss_ce_3: 0.7429 loss_bbox_3: 0.3949 loss_giou_3: 0.6022 loss_ce_4: 0.7479 loss_bbox_4: 0.3892 loss_giou_4: 0.5959 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:14] d2.utils.events INFO: eta: 1 day, 10:48:21 iter: 4079 total_loss: 11.04 loss_ce: 0.7367 loss_bbox: 0.388 loss_giou: 0.5711 loss_ce_0: 0.8662 loss_bbox_0: 0.6187 loss_giou_0: 0.8073 loss_ce_1: 0.7643 loss_bbox_1: 0.4613 loss_giou_1: 0.656 loss_ce_2: 0.7416 loss_bbox_2: 0.4145 loss_giou_2: 0.6041 loss_ce_3: 0.7319 loss_bbox_3: 0.3869 loss_giou_3: 0.5843 loss_ce_4: 0.7301 loss_bbox_4: 0.3955 loss_giou_4: 0.5799 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:20] d2.utils.events INFO: eta: 1 day, 10:48:55 iter: 4099 total_loss: 11.18 loss_ce: 0.7445 loss_bbox: 0.4114 loss_giou: 0.5758 loss_ce_0: 0.8757 loss_bbox_0: 0.6316 loss_giou_0: 0.8179 loss_ce_1: 0.7785 loss_bbox_1: 0.4883 loss_giou_1: 0.6577 loss_ce_2: 0.7381 loss_bbox_2: 0.4495 loss_giou_2: 0.6063 loss_ce_3: 0.7222 loss_bbox_3: 0.4213 loss_giou_3: 0.591 loss_ce_4: 0.7281 loss_bbox_4: 0.417 loss_giou_4: 0.5856 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:26] d2.utils.events INFO: eta: 1 day, 10:49:11 iter: 4119 total_loss: 11.19 loss_ce: 0.7295 loss_bbox: 0.402 loss_giou: 0.5997 loss_ce_0: 0.8477 loss_bbox_0: 0.5815 loss_giou_0: 0.8452 loss_ce_1: 0.758 loss_bbox_1: 0.4596 loss_giou_1: 0.7007 loss_ce_2: 0.7235 loss_bbox_2: 0.4058 loss_giou_2: 0.6471 loss_ce_3: 0.7048 loss_bbox_3: 0.4016 loss_giou_3: 0.62 loss_ce_4: 0.716 loss_bbox_4: 0.4087 loss_giou_4: 0.6159 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:31] d2.utils.events INFO: eta: 1 day, 10:48:44 iter: 4139 total_loss: 10.72 loss_ce: 0.712 loss_bbox: 0.3785 loss_giou: 0.5476 loss_ce_0: 0.8347 loss_bbox_0: 0.5809 loss_giou_0: 0.7933 loss_ce_1: 0.7408 loss_bbox_1: 0.4406 loss_giou_1: 0.6358 loss_ce_2: 0.7356 loss_bbox_2: 0.3911 loss_giou_2: 0.5842 loss_ce_3: 0.7227 loss_bbox_3: 0.3852 loss_giou_3: 0.5688 loss_ce_4: 0.733 loss_bbox_4: 0.3797 loss_giou_4: 0.5467 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:37] d2.utils.events INFO: eta: 1 day, 10:47:59 iter: 4159 total_loss: 11.68 loss_ce: 0.7982 loss_bbox: 0.4293 loss_giou: 0.6287 loss_ce_0: 0.907 loss_bbox_0: 0.6456 loss_giou_0: 0.8445 loss_ce_1: 0.8203 loss_bbox_1: 0.4965 loss_giou_1: 0.7028 loss_ce_2: 0.7908 loss_bbox_2: 0.4458 loss_giou_2: 0.662 loss_ce_3: 0.7879 loss_bbox_3: 0.4365 loss_giou_3: 0.637 loss_ce_4: 0.7874 loss_bbox_4: 0.4248 loss_giou_4: 0.6297 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:42] d2.utils.events INFO: eta: 1 day, 10:47:53 iter: 4179 total_loss: 11.12 loss_ce: 0.7366 loss_bbox: 0.4211 loss_giou: 0.5572 loss_ce_0: 0.8452 loss_bbox_0: 0.6316 loss_giou_0: 0.8162 loss_ce_1: 0.7853 loss_bbox_1: 0.4917 loss_giou_1: 0.6453 loss_ce_2: 0.7562 loss_bbox_2: 0.4484 loss_giou_2: 0.5905 loss_ce_3: 0.7129 loss_bbox_3: 0.4402 loss_giou_3: 0.5692 loss_ce_4: 0.7301 loss_bbox_4: 0.434 loss_giou_4: 0.5651 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:48] d2.utils.events INFO: eta: 1 day, 10:48:17 iter: 4199 total_loss: 11.09 loss_ce: 0.7174 loss_bbox: 0.3773 loss_giou: 0.5678 loss_ce_0: 0.8366 loss_bbox_0: 0.6037 loss_giou_0: 0.8263 loss_ce_1: 0.75 loss_bbox_1: 0.4627 loss_giou_1: 0.6613 loss_ce_2: 0.7248 loss_bbox_2: 0.4042 loss_giou_2: 0.5994 loss_ce_3: 0.7123 loss_bbox_3: 0.3795 loss_giou_3: 0.5774 loss_ce_4: 0.7029 loss_bbox_4: 0.3792 loss_giou_4: 0.5732 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:54] d2.utils.events INFO: eta: 1 day, 10:48:43 iter: 4219 total_loss: 11.12 loss_ce: 0.7174 loss_bbox: 0.397 loss_giou: 0.5724 loss_ce_0: 0.8472 loss_bbox_0: 0.5823 loss_giou_0: 0.845 loss_ce_1: 0.7492 loss_bbox_1: 0.4424 loss_giou_1: 0.6756 loss_ce_2: 0.7293 loss_bbox_2: 0.4202 loss_giou_2: 0.6218 loss_ce_3: 0.7165 loss_bbox_3: 0.4032 loss_giou_3: 0.5991 loss_ce_4: 0.6993 loss_bbox_4: 0.4054 loss_giou_4: 0.5897 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5081M [11/02 13:31:59] d2.utils.events INFO: eta: 1 day, 10:48:26 iter: 4239 total_loss: 11.56 loss_ce: 0.7889 loss_bbox: 0.3975 loss_giou: 0.6046 loss_ce_0: 0.8991 loss_bbox_0: 0.6431 loss_giou_0: 0.8403 loss_ce_1: 0.8238 loss_bbox_1: 0.4771 loss_giou_1: 0.6925 loss_ce_2: 0.7728 loss_bbox_2: 0.4272 loss_giou_2: 0.6355 loss_ce_3: 0.773 loss_bbox_3: 0.4136 loss_giou_3: 0.6254 loss_ce_4: 0.7783 loss_bbox_4: 0.4016 loss_giou_4: 0.6095 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:05] d2.utils.events INFO: eta: 1 day, 10:48:27 iter: 4259 total_loss: 11.3 loss_ce: 0.7726 loss_bbox: 0.4079 loss_giou: 0.554 loss_ce_0: 0.8876 loss_bbox_0: 0.6328 loss_giou_0: 0.7746 loss_ce_1: 0.8178 loss_bbox_1: 0.4798 loss_giou_1: 0.627 loss_ce_2: 0.7866 loss_bbox_2: 0.4408 loss_giou_2: 0.5762 loss_ce_3: 0.7712 loss_bbox_3: 0.4206 loss_giou_3: 0.5709 loss_ce_4: 0.7573 loss_bbox_4: 0.4032 loss_giou_4: 0.558 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:11] d2.utils.events INFO: eta: 1 day, 10:49:18 iter: 4279 total_loss: 11.32 loss_ce: 0.785 loss_bbox: 0.3772 loss_giou: 0.6003 loss_ce_0: 0.9342 loss_bbox_0: 0.6029 loss_giou_0: 0.8263 loss_ce_1: 0.8389 loss_bbox_1: 0.4636 loss_giou_1: 0.689 loss_ce_2: 0.7986 loss_bbox_2: 0.4134 loss_giou_2: 0.6311 loss_ce_3: 0.7979 loss_bbox_3: 0.3963 loss_giou_3: 0.6117 loss_ce_4: 0.7898 loss_bbox_4: 0.3886 loss_giou_4: 0.6081 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:16] d2.utils.events INFO: eta: 1 day, 10:49:39 iter: 4299 total_loss: 11.13 loss_ce: 0.7584 loss_bbox: 0.4011 loss_giou: 0.5536 loss_ce_0: 0.8748 loss_bbox_0: 0.6231 loss_giou_0: 0.8075 loss_ce_1: 0.8067 loss_bbox_1: 0.4712 loss_giou_1: 0.6517 loss_ce_2: 0.7476 loss_bbox_2: 0.434 loss_giou_2: 0.5902 loss_ce_3: 0.7524 loss_bbox_3: 0.4129 loss_giou_3: 0.5658 loss_ce_4: 0.753 loss_bbox_4: 0.4086 loss_giou_4: 0.5565 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:22] d2.utils.events INFO: eta: 1 day, 10:50:07 iter: 4319 total_loss: 11.29 loss_ce: 0.7297 loss_bbox: 0.4019 loss_giou: 0.5983 loss_ce_0: 0.8379 loss_bbox_0: 0.6174 loss_giou_0: 0.823 loss_ce_1: 0.7682 loss_bbox_1: 0.4772 loss_giou_1: 0.6677 loss_ce_2: 0.7305 loss_bbox_2: 0.427 loss_giou_2: 0.6219 loss_ce_3: 0.7345 loss_bbox_3: 0.4059 loss_giou_3: 0.5876 loss_ce_4: 0.7386 loss_bbox_4: 0.4053 loss_giou_4: 0.5847 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:28] d2.utils.events INFO: eta: 1 day, 10:50:09 iter: 4339 total_loss: 11.42 loss_ce: 0.7882 loss_bbox: 0.4141 loss_giou: 0.5744 loss_ce_0: 0.9044 loss_bbox_0: 0.6454 loss_giou_0: 0.8232 loss_ce_1: 0.8027 loss_bbox_1: 0.4897 loss_giou_1: 0.6655 loss_ce_2: 0.7769 loss_bbox_2: 0.4529 loss_giou_2: 0.6201 loss_ce_3: 0.7795 loss_bbox_3: 0.435 loss_giou_3: 0.5865 loss_ce_4: 0.7837 loss_bbox_4: 0.4169 loss_giou_4: 0.5815 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:34] d2.utils.events INFO: eta: 1 day, 10:50:04 iter: 4359 total_loss: 11.24 loss_ce: 0.7503 loss_bbox: 0.4055 loss_giou: 0.5967 loss_ce_0: 0.8658 loss_bbox_0: 0.6347 loss_giou_0: 0.8084 loss_ce_1: 0.8003 loss_bbox_1: 0.4701 loss_giou_1: 0.6684 loss_ce_2: 0.7458 loss_bbox_2: 0.4335 loss_giou_2: 0.6298 loss_ce_3: 0.7476 loss_bbox_3: 0.4197 loss_giou_3: 0.6122 loss_ce_4: 0.7431 loss_bbox_4: 0.4054 loss_giou_4: 0.5995 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:39] d2.utils.events INFO: eta: 1 day, 10:49:06 iter: 4379 total_loss: 11.39 loss_ce: 0.7639 loss_bbox: 0.388 loss_giou: 0.5825 loss_ce_0: 0.8747 loss_bbox_0: 0.618 loss_giou_0: 0.816 loss_ce_1: 0.7975 loss_bbox_1: 0.466 loss_giou_1: 0.6604 loss_ce_2: 0.7815 loss_bbox_2: 0.4163 loss_giou_2: 0.6101 loss_ce_3: 0.7702 loss_bbox_3: 0.3956 loss_giou_3: 0.5906 loss_ce_4: 0.7593 loss_bbox_4: 0.396 loss_giou_4: 0.5831 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:45] d2.utils.events INFO: eta: 1 day, 10:49:07 iter: 4399 total_loss: 11.2 loss_ce: 0.7502 loss_bbox: 0.411 loss_giou: 0.5633 loss_ce_0: 0.861 loss_bbox_0: 0.6138 loss_giou_0: 0.78 loss_ce_1: 0.7869 loss_bbox_1: 0.473 loss_giou_1: 0.6388 loss_ce_2: 0.7573 loss_bbox_2: 0.4294 loss_giou_2: 0.5917 loss_ce_3: 0.7468 loss_bbox_3: 0.4225 loss_giou_3: 0.5668 loss_ce_4: 0.7456 loss_bbox_4: 0.4128 loss_giou_4: 0.5653 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:51] d2.utils.events INFO: eta: 1 day, 10:48:57 iter: 4419 total_loss: 10.96 loss_ce: 0.7617 loss_bbox: 0.3927 loss_giou: 0.5645 loss_ce_0: 0.8305 loss_bbox_0: 0.6129 loss_giou_0: 0.7898 loss_ce_1: 0.7663 loss_bbox_1: 0.459 loss_giou_1: 0.6395 loss_ce_2: 0.7599 loss_bbox_2: 0.4231 loss_giou_2: 0.5958 loss_ce_3: 0.7673 loss_bbox_3: 0.4067 loss_giou_3: 0.5801 loss_ce_4: 0.7616 loss_bbox_4: 0.3987 loss_giou_4: 0.574 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5081M [11/02 13:32:56] d2.utils.events INFO: eta: 1 day, 10:49:43 iter: 4439 total_loss: 11.19 loss_ce: 0.7454 loss_bbox: 0.409 loss_giou: 0.5783 loss_ce_0: 0.8639 loss_bbox_0: 0.6074 loss_giou_0: 0.8038 loss_ce_1: 0.7808 loss_bbox_1: 0.459 loss_giou_1: 0.6596 loss_ce_2: 0.7561 loss_bbox_2: 0.4241 loss_giou_2: 0.5988 loss_ce_3: 0.7307 loss_bbox_3: 0.4159 loss_giou_3: 0.5811 loss_ce_4: 0.7311 loss_bbox_4: 0.4098 loss_giou_4: 0.5775 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:02] d2.utils.events INFO: eta: 1 day, 10:50:03 iter: 4459 total_loss: 11.47 loss_ce: 0.744 loss_bbox: 0.3878 loss_giou: 0.6142 loss_ce_0: 0.8539 loss_bbox_0: 0.6307 loss_giou_0: 0.8616 loss_ce_1: 0.7837 loss_bbox_1: 0.4705 loss_giou_1: 0.7063 loss_ce_2: 0.7533 loss_bbox_2: 0.4183 loss_giou_2: 0.6518 loss_ce_3: 0.7574 loss_bbox_3: 0.4098 loss_giou_3: 0.6262 loss_ce_4: 0.7571 loss_bbox_4: 0.4026 loss_giou_4: 0.6196 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:08] d2.utils.events INFO: eta: 1 day, 10:50:16 iter: 4479 total_loss: 11.01 loss_ce: 0.7264 loss_bbox: 0.3982 loss_giou: 0.5904 loss_ce_0: 0.8611 loss_bbox_0: 0.6222 loss_giou_0: 0.8378 loss_ce_1: 0.7496 loss_bbox_1: 0.4577 loss_giou_1: 0.6637 loss_ce_2: 0.7199 loss_bbox_2: 0.4171 loss_giou_2: 0.6183 loss_ce_3: 0.7111 loss_bbox_3: 0.4043 loss_giou_3: 0.6001 loss_ce_4: 0.7224 loss_bbox_4: 0.4018 loss_giou_4: 0.5908 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:13] d2.utils.events INFO: eta: 1 day, 10:50:00 iter: 4499 total_loss: 11.05 loss_ce: 0.7119 loss_bbox: 0.3826 loss_giou: 0.6057 loss_ce_0: 0.8374 loss_bbox_0: 0.5997 loss_giou_0: 0.8513 loss_ce_1: 0.7647 loss_bbox_1: 0.4608 loss_giou_1: 0.6837 loss_ce_2: 0.7138 loss_bbox_2: 0.4141 loss_giou_2: 0.6383 loss_ce_3: 0.7061 loss_bbox_3: 0.4072 loss_giou_3: 0.6167 loss_ce_4: 0.6993 loss_bbox_4: 0.3921 loss_giou_4: 0.6091 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:19] d2.utils.events INFO: eta: 1 day, 10:49:47 iter: 4519 total_loss: 11.15 loss_ce: 0.7172 loss_bbox: 0.4041 loss_giou: 0.5928 loss_ce_0: 0.8629 loss_bbox_0: 0.5879 loss_giou_0: 0.8322 loss_ce_1: 0.7535 loss_bbox_1: 0.4705 loss_giou_1: 0.676 loss_ce_2: 0.7333 loss_bbox_2: 0.4141 loss_giou_2: 0.6225 loss_ce_3: 0.7156 loss_bbox_3: 0.3957 loss_giou_3: 0.6024 loss_ce_4: 0.7137 loss_bbox_4: 0.3963 loss_giou_4: 0.5941 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:25] d2.utils.events INFO: eta: 1 day, 10:49:35 iter: 4539 total_loss: 11.02 loss_ce: 0.7131 loss_bbox: 0.4091 loss_giou: 0.5828 loss_ce_0: 0.8396 loss_bbox_0: 0.6051 loss_giou_0: 0.7883 loss_ce_1: 0.7672 loss_bbox_1: 0.4652 loss_giou_1: 0.6492 loss_ce_2: 0.7422 loss_bbox_2: 0.4207 loss_giou_2: 0.6019 loss_ce_3: 0.7227 loss_bbox_3: 0.4141 loss_giou_3: 0.5958 loss_ce_4: 0.7168 loss_bbox_4: 0.4099 loss_giou_4: 0.5965 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:30] d2.utils.events INFO: eta: 1 day, 10:49:04 iter: 4559 total_loss: 11.23 loss_ce: 0.7554 loss_bbox: 0.3906 loss_giou: 0.5779 loss_ce_0: 0.8872 loss_bbox_0: 0.615 loss_giou_0: 0.8067 loss_ce_1: 0.7817 loss_bbox_1: 0.4542 loss_giou_1: 0.6665 loss_ce_2: 0.747 loss_bbox_2: 0.3975 loss_giou_2: 0.5977 loss_ce_3: 0.7577 loss_bbox_3: 0.3949 loss_giou_3: 0.5918 loss_ce_4: 0.7278 loss_bbox_4: 0.389 loss_giou_4: 0.5862 time: 0.2800 data_time: 0.0167 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:36] d2.utils.events INFO: eta: 1 day, 10:49:12 iter: 4579 total_loss: 11.23 loss_ce: 0.7387 loss_bbox: 0.3939 loss_giou: 0.6017 loss_ce_0: 0.8869 loss_bbox_0: 0.6164 loss_giou_0: 0.833 loss_ce_1: 0.7876 loss_bbox_1: 0.4726 loss_giou_1: 0.6796 loss_ce_2: 0.7613 loss_bbox_2: 0.4076 loss_giou_2: 0.627 loss_ce_3: 0.7461 loss_bbox_3: 0.4001 loss_giou_3: 0.6115 loss_ce_4: 0.7303 loss_bbox_4: 0.3993 loss_giou_4: 0.6034 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:42] d2.utils.events INFO: eta: 1 day, 10:49:18 iter: 4599 total_loss: 11.51 loss_ce: 0.7354 loss_bbox: 0.4015 loss_giou: 0.6041 loss_ce_0: 0.8667 loss_bbox_0: 0.6087 loss_giou_0: 0.7998 loss_ce_1: 0.7544 loss_bbox_1: 0.4688 loss_giou_1: 0.6663 loss_ce_2: 0.7436 loss_bbox_2: 0.4457 loss_giou_2: 0.6317 loss_ce_3: 0.7542 loss_bbox_3: 0.4175 loss_giou_3: 0.6098 loss_ce_4: 0.7333 loss_bbox_4: 0.4231 loss_giou_4: 0.606 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:47] d2.utils.events INFO: eta: 1 day, 10:49:06 iter: 4619 total_loss: 11.23 loss_ce: 0.7272 loss_bbox: 0.4022 loss_giou: 0.5885 loss_ce_0: 0.8628 loss_bbox_0: 0.6507 loss_giou_0: 0.8175 loss_ce_1: 0.7799 loss_bbox_1: 0.4714 loss_giou_1: 0.6587 loss_ce_2: 0.7361 loss_bbox_2: 0.4294 loss_giou_2: 0.6122 loss_ce_3: 0.7095 loss_bbox_3: 0.4116 loss_giou_3: 0.6107 loss_ce_4: 0.7278 loss_bbox_4: 0.4088 loss_giou_4: 0.595 time: 0.2800 data_time: 0.0324 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:53] d2.utils.events INFO: eta: 1 day, 10:49:08 iter: 4639 total_loss: 11.01 loss_ce: 0.7311 loss_bbox: 0.3765 loss_giou: 0.5865 loss_ce_0: 0.8544 loss_bbox_0: 0.6198 loss_giou_0: 0.8365 loss_ce_1: 0.7775 loss_bbox_1: 0.4535 loss_giou_1: 0.6642 loss_ce_2: 0.7377 loss_bbox_2: 0.3983 loss_giou_2: 0.6123 loss_ce_3: 0.7379 loss_bbox_3: 0.3841 loss_giou_3: 0.5912 loss_ce_4: 0.73 loss_bbox_4: 0.3903 loss_giou_4: 0.5894 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5081M [11/02 13:33:59] d2.utils.events INFO: eta: 1 day, 10:48:59 iter: 4659 total_loss: 10.94 loss_ce: 0.7277 loss_bbox: 0.391 loss_giou: 0.5823 loss_ce_0: 0.8518 loss_bbox_0: 0.5774 loss_giou_0: 0.805 loss_ce_1: 0.7543 loss_bbox_1: 0.4476 loss_giou_1: 0.6545 loss_ce_2: 0.7249 loss_bbox_2: 0.4069 loss_giou_2: 0.6033 loss_ce_3: 0.7238 loss_bbox_3: 0.395 loss_giou_3: 0.5837 loss_ce_4: 0.7201 loss_bbox_4: 0.3906 loss_giou_4: 0.5844 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:04] d2.utils.events INFO: eta: 1 day, 10:48:56 iter: 4679 total_loss: 10.86 loss_ce: 0.708 loss_bbox: 0.3844 loss_giou: 0.5572 loss_ce_0: 0.8285 loss_bbox_0: 0.6164 loss_giou_0: 0.7853 loss_ce_1: 0.7543 loss_bbox_1: 0.4671 loss_giou_1: 0.6447 loss_ce_2: 0.7074 loss_bbox_2: 0.4213 loss_giou_2: 0.5987 loss_ce_3: 0.7055 loss_bbox_3: 0.4033 loss_giou_3: 0.5752 loss_ce_4: 0.6944 loss_bbox_4: 0.3897 loss_giou_4: 0.5682 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:10] d2.utils.events INFO: eta: 1 day, 10:49:01 iter: 4699 total_loss: 11.19 loss_ce: 0.7468 loss_bbox: 0.3907 loss_giou: 0.5725 loss_ce_0: 0.8785 loss_bbox_0: 0.6144 loss_giou_0: 0.809 loss_ce_1: 0.77 loss_bbox_1: 0.4779 loss_giou_1: 0.6612 loss_ce_2: 0.758 loss_bbox_2: 0.4253 loss_giou_2: 0.6063 loss_ce_3: 0.7327 loss_bbox_3: 0.4071 loss_giou_3: 0.59 loss_ce_4: 0.7329 loss_bbox_4: 0.4057 loss_giou_4: 0.5814 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:16] d2.utils.events INFO: eta: 1 day, 10:49:08 iter: 4719 total_loss: 10.57 loss_ce: 0.698 loss_bbox: 0.3682 loss_giou: 0.5619 loss_ce_0: 0.838 loss_bbox_0: 0.5934 loss_giou_0: 0.8081 loss_ce_1: 0.7274 loss_bbox_1: 0.4294 loss_giou_1: 0.6507 loss_ce_2: 0.7181 loss_bbox_2: 0.3796 loss_giou_2: 0.5938 loss_ce_3: 0.705 loss_bbox_3: 0.3808 loss_giou_3: 0.5838 loss_ce_4: 0.6996 loss_bbox_4: 0.3727 loss_giou_4: 0.5699 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:21] d2.utils.events INFO: eta: 1 day, 10:49:35 iter: 4739 total_loss: 11.09 loss_ce: 0.7089 loss_bbox: 0.3735 loss_giou: 0.594 loss_ce_0: 0.8251 loss_bbox_0: 0.635 loss_giou_0: 0.8339 loss_ce_1: 0.7451 loss_bbox_1: 0.4766 loss_giou_1: 0.6717 loss_ce_2: 0.7243 loss_bbox_2: 0.4132 loss_giou_2: 0.6054 loss_ce_3: 0.7085 loss_bbox_3: 0.3998 loss_giou_3: 0.6009 loss_ce_4: 0.6922 loss_bbox_4: 0.3924 loss_giou_4: 0.5932 time: 0.2801 data_time: 0.0201 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:27] d2.utils.events INFO: eta: 1 day, 10:48:56 iter: 4759 total_loss: 11.16 loss_ce: 0.7396 loss_bbox: 0.3767 loss_giou: 0.58 loss_ce_0: 0.8779 loss_bbox_0: 0.6071 loss_giou_0: 0.8447 loss_ce_1: 0.7716 loss_bbox_1: 0.4505 loss_giou_1: 0.6799 loss_ce_2: 0.7546 loss_bbox_2: 0.4138 loss_giou_2: 0.6297 loss_ce_3: 0.751 loss_bbox_3: 0.3967 loss_giou_3: 0.5947 loss_ce_4: 0.7317 loss_bbox_4: 0.3848 loss_giou_4: 0.5815 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:33] d2.utils.events INFO: eta: 1 day, 10:48:33 iter: 4779 total_loss: 11.06 loss_ce: 0.7487 loss_bbox: 0.3781 loss_giou: 0.6078 loss_ce_0: 0.8567 loss_bbox_0: 0.6061 loss_giou_0: 0.8811 loss_ce_1: 0.7743 loss_bbox_1: 0.4621 loss_giou_1: 0.6993 loss_ce_2: 0.7352 loss_bbox_2: 0.3972 loss_giou_2: 0.6449 loss_ce_3: 0.7471 loss_bbox_3: 0.3823 loss_giou_3: 0.6232 loss_ce_4: 0.7266 loss_bbox_4: 0.387 loss_giou_4: 0.6234 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:39] d2.utils.events INFO: eta: 1 day, 10:48:51 iter: 4799 total_loss: 11.04 loss_ce: 0.7344 loss_bbox: 0.3763 loss_giou: 0.5707 loss_ce_0: 0.8428 loss_bbox_0: 0.6127 loss_giou_0: 0.8299 loss_ce_1: 0.7754 loss_bbox_1: 0.4519 loss_giou_1: 0.646 loss_ce_2: 0.737 loss_bbox_2: 0.4048 loss_giou_2: 0.5945 loss_ce_3: 0.7256 loss_bbox_3: 0.3816 loss_giou_3: 0.5733 loss_ce_4: 0.7251 loss_bbox_4: 0.3884 loss_giou_4: 0.5786 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:44] d2.utils.events INFO: eta: 1 day, 10:49:13 iter: 4819 total_loss: 10.89 loss_ce: 0.7569 loss_bbox: 0.4157 loss_giou: 0.5456 loss_ce_0: 0.8646 loss_bbox_0: 0.6144 loss_giou_0: 0.8106 loss_ce_1: 0.7967 loss_bbox_1: 0.4637 loss_giou_1: 0.6325 loss_ce_2: 0.7776 loss_bbox_2: 0.4237 loss_giou_2: 0.5726 loss_ce_3: 0.759 loss_bbox_3: 0.4244 loss_giou_3: 0.5626 loss_ce_4: 0.7635 loss_bbox_4: 0.4098 loss_giou_4: 0.5445 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:50] d2.utils.events INFO: eta: 1 day, 10:49:45 iter: 4839 total_loss: 10.88 loss_ce: 0.6887 loss_bbox: 0.3652 loss_giou: 0.5551 loss_ce_0: 0.8288 loss_bbox_0: 0.5811 loss_giou_0: 0.7837 loss_ce_1: 0.7359 loss_bbox_1: 0.4417 loss_giou_1: 0.6305 loss_ce_2: 0.7101 loss_bbox_2: 0.3948 loss_giou_2: 0.5714 loss_ce_3: 0.6979 loss_bbox_3: 0.3732 loss_giou_3: 0.564 loss_ce_4: 0.6812 loss_bbox_4: 0.3706 loss_giou_4: 0.5668 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5081M [11/02 13:34:56] d2.utils.events INFO: eta: 1 day, 10:49:04 iter: 4859 total_loss: 10.87 loss_ce: 0.7167 loss_bbox: 0.3711 loss_giou: 0.5489 loss_ce_0: 0.8703 loss_bbox_0: 0.5955 loss_giou_0: 0.7978 loss_ce_1: 0.7797 loss_bbox_1: 0.4546 loss_giou_1: 0.6266 loss_ce_2: 0.759 loss_bbox_2: 0.3964 loss_giou_2: 0.5753 loss_ce_3: 0.7141 loss_bbox_3: 0.3893 loss_giou_3: 0.5654 loss_ce_4: 0.7073 loss_bbox_4: 0.3799 loss_giou_4: 0.558 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:01] d2.utils.events INFO: eta: 1 day, 10:48:46 iter: 4879 total_loss: 11.23 loss_ce: 0.7448 loss_bbox: 0.4245 loss_giou: 0.5675 loss_ce_0: 0.8674 loss_bbox_0: 0.6046 loss_giou_0: 0.7811 loss_ce_1: 0.7863 loss_bbox_1: 0.4704 loss_giou_1: 0.6312 loss_ce_2: 0.7342 loss_bbox_2: 0.4203 loss_giou_2: 0.5711 loss_ce_3: 0.7476 loss_bbox_3: 0.412 loss_giou_3: 0.561 loss_ce_4: 0.7378 loss_bbox_4: 0.4286 loss_giou_4: 0.5596 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:07] d2.utils.events INFO: eta: 1 day, 10:49:20 iter: 4899 total_loss: 11 loss_ce: 0.7404 loss_bbox: 0.3723 loss_giou: 0.5684 loss_ce_0: 0.8327 loss_bbox_0: 0.5948 loss_giou_0: 0.8084 loss_ce_1: 0.7783 loss_bbox_1: 0.4459 loss_giou_1: 0.6613 loss_ce_2: 0.7413 loss_bbox_2: 0.4097 loss_giou_2: 0.6076 loss_ce_3: 0.7454 loss_bbox_3: 0.384 loss_giou_3: 0.5836 loss_ce_4: 0.7371 loss_bbox_4: 0.3742 loss_giou_4: 0.5664 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:13] d2.utils.events INFO: eta: 1 day, 10:48:59 iter: 4919 total_loss: 10.69 loss_ce: 0.691 loss_bbox: 0.3934 loss_giou: 0.5814 loss_ce_0: 0.8265 loss_bbox_0: 0.5993 loss_giou_0: 0.7945 loss_ce_1: 0.7428 loss_bbox_1: 0.4536 loss_giou_1: 0.6416 loss_ce_2: 0.6959 loss_bbox_2: 0.4236 loss_giou_2: 0.5946 loss_ce_3: 0.6906 loss_bbox_3: 0.4088 loss_giou_3: 0.5916 loss_ce_4: 0.6904 loss_bbox_4: 0.3961 loss_giou_4: 0.58 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:18] d2.utils.events INFO: eta: 1 day, 10:49:17 iter: 4939 total_loss: 10.79 loss_ce: 0.7257 loss_bbox: 0.3649 loss_giou: 0.5679 loss_ce_0: 0.8672 loss_bbox_0: 0.6027 loss_giou_0: 0.8174 loss_ce_1: 0.7546 loss_bbox_1: 0.444 loss_giou_1: 0.6527 loss_ce_2: 0.74 loss_bbox_2: 0.3959 loss_giou_2: 0.6017 loss_ce_3: 0.7312 loss_bbox_3: 0.3729 loss_giou_3: 0.5896 loss_ce_4: 0.7098 loss_bbox_4: 0.3698 loss_giou_4: 0.5714 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:24] d2.utils.events INFO: eta: 1 day, 10:49:38 iter: 4959 total_loss: 11.01 loss_ce: 0.7139 loss_bbox: 0.3885 loss_giou: 0.5832 loss_ce_0: 0.8355 loss_bbox_0: 0.5919 loss_giou_0: 0.8401 loss_ce_1: 0.7583 loss_bbox_1: 0.4651 loss_giou_1: 0.6767 loss_ce_2: 0.736 loss_bbox_2: 0.4158 loss_giou_2: 0.6196 loss_ce_3: 0.7111 loss_bbox_3: 0.3992 loss_giou_3: 0.5963 loss_ce_4: 0.7002 loss_bbox_4: 0.3872 loss_giou_4: 0.588 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:30] d2.utils.events INFO: eta: 1 day, 10:49:01 iter: 4979 total_loss: 11.15 loss_ce: 0.7117 loss_bbox: 0.4056 loss_giou: 0.5977 loss_ce_0: 0.8242 loss_bbox_0: 0.6263 loss_giou_0: 0.8281 loss_ce_1: 0.7352 loss_bbox_1: 0.4778 loss_giou_1: 0.6975 loss_ce_2: 0.7117 loss_bbox_2: 0.4282 loss_giou_2: 0.6308 loss_ce_3: 0.7066 loss_bbox_3: 0.4142 loss_giou_3: 0.6132 loss_ce_4: 0.6941 loss_bbox_4: 0.41 loss_giou_4: 0.5992 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:36] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0004999.pth [11/02 13:35:38] d2.utils.events INFO: eta: 1 day, 10:49:00 iter: 4999 total_loss: 11.01 loss_ce: 0.7034 loss_bbox: 0.3726 loss_giou: 0.5819 loss_ce_0: 0.8333 loss_bbox_0: 0.5877 loss_giou_0: 0.8192 loss_ce_1: 0.7489 loss_bbox_1: 0.4239 loss_giou_1: 0.656 loss_ce_2: 0.7183 loss_bbox_2: 0.3938 loss_giou_2: 0.6089 loss_ce_3: 0.7001 loss_bbox_3: 0.3838 loss_giou_3: 0.6002 loss_ce_4: 0.6964 loss_bbox_4: 0.376 loss_giou_4: 0.5932 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:44] d2.utils.events INFO: eta: 1 day, 10:49:29 iter: 5019 total_loss: 10.94 loss_ce: 0.7199 loss_bbox: 0.3802 loss_giou: 0.5788 loss_ce_0: 0.8299 loss_bbox_0: 0.6031 loss_giou_0: 0.816 loss_ce_1: 0.7437 loss_bbox_1: 0.4649 loss_giou_1: 0.6594 loss_ce_2: 0.7365 loss_bbox_2: 0.4133 loss_giou_2: 0.6134 loss_ce_3: 0.7144 loss_bbox_3: 0.3902 loss_giou_3: 0.5973 loss_ce_4: 0.7056 loss_bbox_4: 0.3771 loss_giou_4: 0.5786 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:49] d2.utils.events INFO: eta: 1 day, 10:49:17 iter: 5039 total_loss: 10.57 loss_ce: 0.6796 loss_bbox: 0.3699 loss_giou: 0.5545 loss_ce_0: 0.8177 loss_bbox_0: 0.5749 loss_giou_0: 0.7832 loss_ce_1: 0.7167 loss_bbox_1: 0.4374 loss_giou_1: 0.6225 loss_ce_2: 0.6953 loss_bbox_2: 0.3856 loss_giou_2: 0.5765 loss_ce_3: 0.6845 loss_bbox_3: 0.3758 loss_giou_3: 0.5653 loss_ce_4: 0.6778 loss_bbox_4: 0.3686 loss_giou_4: 0.5562 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5081M [11/02 13:35:55] d2.utils.events INFO: eta: 1 day, 10:49:18 iter: 5059 total_loss: 10.73 loss_ce: 0.7138 loss_bbox: 0.3581 loss_giou: 0.5512 loss_ce_0: 0.8452 loss_bbox_0: 0.5854 loss_giou_0: 0.7815 loss_ce_1: 0.7647 loss_bbox_1: 0.4505 loss_giou_1: 0.6447 loss_ce_2: 0.7332 loss_bbox_2: 0.3927 loss_giou_2: 0.5942 loss_ce_3: 0.7234 loss_bbox_3: 0.3729 loss_giou_3: 0.5718 loss_ce_4: 0.7212 loss_bbox_4: 0.365 loss_giou_4: 0.5596 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5081M [11/02 13:36:01] d2.utils.events INFO: eta: 1 day, 10:49:38 iter: 5079 total_loss: 10.68 loss_ce: 0.7268 loss_bbox: 0.3934 loss_giou: 0.5425 loss_ce_0: 0.8243 loss_bbox_0: 0.5882 loss_giou_0: 0.757 loss_ce_1: 0.7518 loss_bbox_1: 0.4435 loss_giou_1: 0.6126 loss_ce_2: 0.7202 loss_bbox_2: 0.4042 loss_giou_2: 0.5679 loss_ce_3: 0.7244 loss_bbox_3: 0.3923 loss_giou_3: 0.5515 loss_ce_4: 0.723 loss_bbox_4: 0.3968 loss_giou_4: 0.5439 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5081M [11/02 13:36:06] d2.utils.events INFO: eta: 1 day, 10:49:14 iter: 5099 total_loss: 10.94 loss_ce: 0.7458 loss_bbox: 0.3824 loss_giou: 0.5302 loss_ce_0: 0.843 loss_bbox_0: 0.5988 loss_giou_0: 0.7232 loss_ce_1: 0.7773 loss_bbox_1: 0.4377 loss_giou_1: 0.5991 loss_ce_2: 0.7396 loss_bbox_2: 0.4126 loss_giou_2: 0.5578 loss_ce_3: 0.7395 loss_bbox_3: 0.4092 loss_giou_3: 0.537 loss_ce_4: 0.7421 loss_bbox_4: 0.3817 loss_giou_4: 0.5275 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5081M [11/02 13:36:12] d2.utils.events INFO: eta: 1 day, 10:49:40 iter: 5119 total_loss: 10.66 loss_ce: 0.7175 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loss_giou: 0.6271 loss_ce_0: 0.8355 loss_bbox_0: 0.581 loss_giou_0: 0.8368 loss_ce_1: 0.7455 loss_bbox_1: 0.4558 loss_giou_1: 0.6997 loss_ce_2: 0.7146 loss_bbox_2: 0.3968 loss_giou_2: 0.6421 loss_ce_3: 0.7156 loss_bbox_3: 0.3831 loss_giou_3: 0.6279 loss_ce_4: 0.7226 loss_bbox_4: 0.3751 loss_giou_4: 0.6273 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5081M [11/02 13:36:29] d2.utils.events INFO: eta: 1 day, 10:50:44 iter: 5179 total_loss: 10.52 loss_ce: 0.6601 loss_bbox: 0.3731 loss_giou: 0.5712 loss_ce_0: 0.8012 loss_bbox_0: 0.5843 loss_giou_0: 0.8139 loss_ce_1: 0.6958 loss_bbox_1: 0.4205 loss_giou_1: 0.639 loss_ce_2: 0.6675 loss_bbox_2: 0.388 loss_giou_2: 0.5756 loss_ce_3: 0.6608 loss_bbox_3: 0.374 loss_giou_3: 0.5741 loss_ce_4: 0.67 loss_bbox_4: 0.3698 loss_giou_4: 0.573 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5081M [11/02 13:36:35] d2.utils.events INFO: eta: 1 day, 10:51:25 iter: 5199 total_loss: 10.79 loss_ce: 0.7347 loss_bbox: 0.3714 loss_giou: 0.5332 loss_ce_0: 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0.6068 loss_giou_0: 0.7972 loss_ce_1: 0.7612 loss_bbox_1: 0.4535 loss_giou_1: 0.6408 loss_ce_2: 0.7245 loss_bbox_2: 0.4136 loss_giou_2: 0.5827 loss_ce_3: 0.7181 loss_bbox_3: 0.403 loss_giou_3: 0.5658 loss_ce_4: 0.7149 loss_bbox_4: 0.4002 loss_giou_4: 0.5596 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5081M [11/02 13:36:52] d2.utils.events INFO: eta: 1 day, 10:51:59 iter: 5259 total_loss: 10.98 loss_ce: 0.7107 loss_bbox: 0.3889 loss_giou: 0.5998 loss_ce_0: 0.8086 loss_bbox_0: 0.5974 loss_giou_0: 0.8216 loss_ce_1: 0.7323 loss_bbox_1: 0.4532 loss_giou_1: 0.6658 loss_ce_2: 0.7002 loss_bbox_2: 0.4047 loss_giou_2: 0.626 loss_ce_3: 0.6992 loss_bbox_3: 0.3907 loss_giou_3: 0.6001 loss_ce_4: 0.6978 loss_bbox_4: 0.387 loss_giou_4: 0.6008 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5081M [11/02 13:36:58] d2.utils.events INFO: eta: 1 day, 10:50:34 iter: 5279 total_loss: 11.12 loss_ce: 0.7401 loss_bbox: 0.3918 loss_giou: 0.5651 loss_ce_0: 0.8625 loss_bbox_0: 0.5887 loss_giou_0: 0.7768 loss_ce_1: 0.7556 loss_bbox_1: 0.4507 loss_giou_1: 0.6295 loss_ce_2: 0.7621 loss_bbox_2: 0.4242 loss_giou_2: 0.5804 loss_ce_3: 0.7435 loss_bbox_3: 0.4035 loss_giou_3: 0.5653 loss_ce_4: 0.7313 loss_bbox_4: 0.3895 loss_giou_4: 0.5604 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5081M [11/02 13:37:03] d2.utils.events INFO: eta: 1 day, 10:50:17 iter: 5299 total_loss: 10.66 loss_ce: 0.7013 loss_bbox: 0.3715 loss_giou: 0.5372 loss_ce_0: 0.8242 loss_bbox_0: 0.5979 loss_giou_0: 0.7549 loss_ce_1: 0.7524 loss_bbox_1: 0.4424 loss_giou_1: 0.6067 loss_ce_2: 0.7318 loss_bbox_2: 0.3966 loss_giou_2: 0.5527 loss_ce_3: 0.7082 loss_bbox_3: 0.3761 loss_giou_3: 0.5365 loss_ce_4: 0.7073 loss_bbox_4: 0.3694 loss_giou_4: 0.5367 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5081M [11/02 13:37:09] d2.utils.events INFO: eta: 1 day, 10:50:09 iter: 5319 total_loss: 10.62 loss_ce: 0.7016 loss_bbox: 0.3722 loss_giou: 0.5622 loss_ce_0: 0.8212 loss_bbox_0: 0.5657 loss_giou_0: 0.7832 loss_ce_1: 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0.6688 loss_ce_2: 0.7188 loss_bbox_2: 0.4101 loss_giou_2: 0.6155 loss_ce_3: 0.7055 loss_bbox_3: 0.4208 loss_giou_3: 0.6171 loss_ce_4: 0.7001 loss_bbox_4: 0.4047 loss_giou_4: 0.6131 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5081M [11/02 13:37:37] d2.utils.events INFO: eta: 1 day, 10:52:10 iter: 5419 total_loss: 10.53 loss_ce: 0.7258 loss_bbox: 0.363 loss_giou: 0.5391 loss_ce_0: 0.8391 loss_bbox_0: 0.5684 loss_giou_0: 0.7901 loss_ce_1: 0.7782 loss_bbox_1: 0.4329 loss_giou_1: 0.6136 loss_ce_2: 0.7354 loss_bbox_2: 0.3962 loss_giou_2: 0.5719 loss_ce_3: 0.7236 loss_bbox_3: 0.3767 loss_giou_3: 0.5649 loss_ce_4: 0.7377 loss_bbox_4: 0.3706 loss_giou_4: 0.5432 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5081M [11/02 13:37:43] d2.utils.events INFO: eta: 1 day, 10:51:49 iter: 5439 total_loss: 10.97 loss_ce: 0.7182 loss_bbox: 0.3993 loss_giou: 0.5852 loss_ce_0: 0.8455 loss_bbox_0: 0.5967 loss_giou_0: 0.8066 loss_ce_1: 0.753 loss_bbox_1: 0.4529 loss_giou_1: 0.6364 loss_ce_2: 0.7414 loss_bbox_2: 0.4176 loss_giou_2: 0.6052 loss_ce_3: 0.7356 loss_bbox_3: 0.4031 loss_giou_3: 0.5897 loss_ce_4: 0.7139 loss_bbox_4: 0.3901 loss_giou_4: 0.5816 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5081M [11/02 13:37:49] d2.utils.events INFO: eta: 1 day, 10:51:21 iter: 5459 total_loss: 10.81 loss_ce: 0.7065 loss_bbox: 0.3685 loss_giou: 0.554 loss_ce_0: 0.8277 loss_bbox_0: 0.592 loss_giou_0: 0.8085 loss_ce_1: 0.7399 loss_bbox_1: 0.4455 loss_giou_1: 0.6479 loss_ce_2: 0.7057 loss_bbox_2: 0.3913 loss_giou_2: 0.5844 loss_ce_3: 0.7064 loss_bbox_3: 0.3906 loss_giou_3: 0.5685 loss_ce_4: 0.6992 loss_bbox_4: 0.3821 loss_giou_4: 0.5617 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5081M [11/02 13:37:54] d2.utils.events INFO: eta: 1 day, 10:49:51 iter: 5479 total_loss: 10.5 loss_ce: 0.7058 loss_bbox: 0.3666 loss_giou: 0.5534 loss_ce_0: 0.8308 loss_bbox_0: 0.5937 loss_giou_0: 0.7969 loss_ce_1: 0.7529 loss_bbox_1: 0.45 loss_giou_1: 0.6493 loss_ce_2: 0.7205 loss_bbox_2: 0.3895 loss_giou_2: 0.5729 loss_ce_3: 0.7088 loss_bbox_3: 0.3776 loss_giou_3: 0.559 loss_ce_4: 0.7089 loss_bbox_4: 0.3672 loss_giou_4: 0.5552 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:00] d2.utils.events INFO: eta: 1 day, 10:49:32 iter: 5499 total_loss: 10.57 loss_ce: 0.6889 loss_bbox: 0.3817 loss_giou: 0.5536 loss_ce_0: 0.8133 loss_bbox_0: 0.6157 loss_giou_0: 0.7742 loss_ce_1: 0.7176 loss_bbox_1: 0.4657 loss_giou_1: 0.6292 loss_ce_2: 0.6855 loss_bbox_2: 0.4132 loss_giou_2: 0.5795 loss_ce_3: 0.6707 loss_bbox_3: 0.3968 loss_giou_3: 0.5642 loss_ce_4: 0.674 loss_bbox_4: 0.388 loss_giou_4: 0.5541 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:06] d2.utils.events INFO: eta: 1 day, 10:49:11 iter: 5519 total_loss: 10.77 loss_ce: 0.6933 loss_bbox: 0.3706 loss_giou: 0.5591 loss_ce_0: 0.8421 loss_bbox_0: 0.5925 loss_giou_0: 0.7723 loss_ce_1: 0.7407 loss_bbox_1: 0.4494 loss_giou_1: 0.6325 loss_ce_2: 0.7042 loss_bbox_2: 0.404 loss_giou_2: 0.5948 loss_ce_3: 0.6925 loss_bbox_3: 0.3823 loss_giou_3: 0.5759 loss_ce_4: 0.7016 loss_bbox_4: 0.3737 loss_giou_4: 0.5675 time: 0.2802 data_time: 0.0195 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:11] d2.utils.events INFO: eta: 1 day, 10:50:10 iter: 5539 total_loss: 10.54 loss_ce: 0.6673 loss_bbox: 0.3799 loss_giou: 0.5528 loss_ce_0: 0.8063 loss_bbox_0: 0.5873 loss_giou_0: 0.7958 loss_ce_1: 0.7286 loss_bbox_1: 0.4321 loss_giou_1: 0.6372 loss_ce_2: 0.6838 loss_bbox_2: 0.4046 loss_giou_2: 0.5903 loss_ce_3: 0.6811 loss_bbox_3: 0.3743 loss_giou_3: 0.5639 loss_ce_4: 0.6753 loss_bbox_4: 0.3678 loss_giou_4: 0.5603 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:17] d2.utils.events INFO: eta: 1 day, 10:51:14 iter: 5559 total_loss: 10.48 loss_ce: 0.6859 loss_bbox: 0.3572 loss_giou: 0.5347 loss_ce_0: 0.8193 loss_bbox_0: 0.5723 loss_giou_0: 0.7694 loss_ce_1: 0.7477 loss_bbox_1: 0.4299 loss_giou_1: 0.6315 loss_ce_2: 0.6914 loss_bbox_2: 0.388 loss_giou_2: 0.5671 loss_ce_3: 0.688 loss_bbox_3: 0.3674 loss_giou_3: 0.5543 loss_ce_4: 0.7024 loss_bbox_4: 0.3626 loss_giou_4: 0.54 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:23] d2.utils.events INFO: eta: 1 day, 10:50:57 iter: 5579 total_loss: 10.59 loss_ce: 0.6821 loss_bbox: 0.3647 loss_giou: 0.5223 loss_ce_0: 0.8141 loss_bbox_0: 0.576 loss_giou_0: 0.7805 loss_ce_1: 0.7237 loss_bbox_1: 0.4317 loss_giou_1: 0.6164 loss_ce_2: 0.6871 loss_bbox_2: 0.3789 loss_giou_2: 0.5551 loss_ce_3: 0.6777 loss_bbox_3: 0.3835 loss_giou_3: 0.5366 loss_ce_4: 0.6822 loss_bbox_4: 0.3762 loss_giou_4: 0.5306 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:29] d2.utils.events INFO: eta: 1 day, 10:50:12 iter: 5599 total_loss: 10.74 loss_ce: 0.6725 loss_bbox: 0.3751 loss_giou: 0.5787 loss_ce_0: 0.7894 loss_bbox_0: 0.6093 loss_giou_0: 0.8369 loss_ce_1: 0.7285 loss_bbox_1: 0.4383 loss_giou_1: 0.6914 loss_ce_2: 0.6852 loss_bbox_2: 0.3895 loss_giou_2: 0.6169 loss_ce_3: 0.6967 loss_bbox_3: 0.3816 loss_giou_3: 0.5951 loss_ce_4: 0.6862 loss_bbox_4: 0.382 loss_giou_4: 0.5854 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:34] d2.utils.events INFO: eta: 1 day, 10:50:57 iter: 5619 total_loss: 10.61 loss_ce: 0.7139 loss_bbox: 0.3601 loss_giou: 0.5498 loss_ce_0: 0.8419 loss_bbox_0: 0.5644 loss_giou_0: 0.7914 loss_ce_1: 0.7565 loss_bbox_1: 0.4316 loss_giou_1: 0.6371 loss_ce_2: 0.7245 loss_bbox_2: 0.3887 loss_giou_2: 0.5858 loss_ce_3: 0.708 loss_bbox_3: 0.3789 loss_giou_3: 0.5711 loss_ce_4: 0.7063 loss_bbox_4: 0.3637 loss_giou_4: 0.5602 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:40] d2.utils.events INFO: eta: 1 day, 10:50:44 iter: 5639 total_loss: 10.44 loss_ce: 0.7011 loss_bbox: 0.3511 loss_giou: 0.5417 loss_ce_0: 0.8174 loss_bbox_0: 0.5824 loss_giou_0: 0.7903 loss_ce_1: 0.7264 loss_bbox_1: 0.4263 loss_giou_1: 0.6263 loss_ce_2: 0.6864 loss_bbox_2: 0.3937 loss_giou_2: 0.5789 loss_ce_3: 0.6989 loss_bbox_3: 0.3643 loss_giou_3: 0.5604 loss_ce_4: 0.6987 loss_bbox_4: 0.3578 loss_giou_4: 0.5431 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:46] d2.utils.events INFO: eta: 1 day, 10:50:23 iter: 5659 total_loss: 10.36 loss_ce: 0.6862 loss_bbox: 0.3492 loss_giou: 0.5615 loss_ce_0: 0.8026 loss_bbox_0: 0.5624 loss_giou_0: 0.7977 loss_ce_1: 0.7242 loss_bbox_1: 0.4208 loss_giou_1: 0.6494 loss_ce_2: 0.6864 loss_bbox_2: 0.3689 loss_giou_2: 0.5849 loss_ce_3: 0.6807 loss_bbox_3: 0.3605 loss_giou_3: 0.5645 loss_ce_4: 0.6962 loss_bbox_4: 0.3608 loss_giou_4: 0.5626 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:51] d2.utils.events INFO: eta: 1 day, 10:48:56 iter: 5679 total_loss: 10.52 loss_ce: 0.6708 loss_bbox: 0.3823 loss_giou: 0.554 loss_ce_0: 0.8156 loss_bbox_0: 0.5911 loss_giou_0: 0.7666 loss_ce_1: 0.7154 loss_bbox_1: 0.4492 loss_giou_1: 0.626 loss_ce_2: 0.6818 loss_bbox_2: 0.4092 loss_giou_2: 0.5759 loss_ce_3: 0.6693 loss_bbox_3: 0.3962 loss_giou_3: 0.5546 loss_ce_4: 0.667 loss_bbox_4: 0.3839 loss_giou_4: 0.5552 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5081M [11/02 13:38:57] d2.utils.events INFO: eta: 1 day, 10:48:37 iter: 5699 total_loss: 10.48 loss_ce: 0.6715 loss_bbox: 0.3594 loss_giou: 0.5587 loss_ce_0: 0.8098 loss_bbox_0: 0.5991 loss_giou_0: 0.797 loss_ce_1: 0.7169 loss_bbox_1: 0.4298 loss_giou_1: 0.6448 loss_ce_2: 0.6816 loss_bbox_2: 0.3931 loss_giou_2: 0.6011 loss_ce_3: 0.672 loss_bbox_3: 0.3719 loss_giou_3: 0.5766 loss_ce_4: 0.6645 loss_bbox_4: 0.3709 loss_giou_4: 0.5762 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5081M [11/02 13:39:03] d2.utils.events INFO: eta: 1 day, 10:48:16 iter: 5719 total_loss: 10.19 loss_ce: 0.6876 loss_bbox: 0.3477 loss_giou: 0.5392 loss_ce_0: 0.829 loss_bbox_0: 0.5531 loss_giou_0: 0.7705 loss_ce_1: 0.7368 loss_bbox_1: 0.4073 loss_giou_1: 0.6254 loss_ce_2: 0.6861 loss_bbox_2: 0.3676 loss_giou_2: 0.5769 loss_ce_3: 0.69 loss_bbox_3: 0.36 loss_giou_3: 0.5534 loss_ce_4: 0.6687 loss_bbox_4: 0.3476 loss_giou_4: 0.5472 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5081M [11/02 13:39:08] d2.utils.events INFO: eta: 1 day, 10:48:09 iter: 5739 total_loss: 10.38 loss_ce: 0.7036 loss_bbox: 0.3541 loss_giou: 0.5674 loss_ce_0: 0.8243 loss_bbox_0: 0.5473 loss_giou_0: 0.7964 loss_ce_1: 0.7401 loss_bbox_1: 0.4079 loss_giou_1: 0.6539 loss_ce_2: 0.7041 loss_bbox_2: 0.3754 loss_giou_2: 0.5957 loss_ce_3: 0.6893 loss_bbox_3: 0.3589 loss_giou_3: 0.5763 loss_ce_4: 0.6956 loss_bbox_4: 0.3646 loss_giou_4: 0.5777 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5081M [11/02 13:39:14] d2.utils.events INFO: eta: 1 day, 10:48:04 iter: 5759 total_loss: 10.54 loss_ce: 0.6773 loss_bbox: 0.3782 loss_giou: 0.5832 loss_ce_0: 0.7989 loss_bbox_0: 0.5737 loss_giou_0: 0.8154 loss_ce_1: 0.7262 loss_bbox_1: 0.4247 loss_giou_1: 0.6607 loss_ce_2: 0.6898 loss_bbox_2: 0.3978 loss_giou_2: 0.6159 loss_ce_3: 0.6776 loss_bbox_3: 0.3805 loss_giou_3: 0.5883 loss_ce_4: 0.6729 loss_bbox_4: 0.3799 loss_giou_4: 0.5942 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5081M [11/02 13:39:19] d2.utils.events INFO: eta: 1 day, 10:47:22 iter: 5779 total_loss: 10.17 loss_ce: 0.6883 loss_bbox: 0.3365 loss_giou: 0.5258 loss_ce_0: 0.819 loss_bbox_0: 0.5646 loss_giou_0: 0.7817 loss_ce_1: 0.7313 loss_bbox_1: 0.4161 loss_giou_1: 0.6255 loss_ce_2: 0.6968 loss_bbox_2: 0.3606 loss_giou_2: 0.5633 loss_ce_3: 0.6856 loss_bbox_3: 0.351 loss_giou_3: 0.5383 loss_ce_4: 0.6972 loss_bbox_4: 0.3449 loss_giou_4: 0.5292 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5081M [11/02 13:39:25] d2.utils.events INFO: eta: 1 day, 10:47:12 iter: 5799 total_loss: 10.53 loss_ce: 0.7052 loss_bbox: 0.3734 loss_giou: 0.5082 loss_ce_0: 0.8213 loss_bbox_0: 0.5961 loss_giou_0: 0.7327 loss_ce_1: 0.7405 loss_bbox_1: 0.4338 loss_giou_1: 0.5946 loss_ce_2: 0.7114 loss_bbox_2: 0.3981 loss_giou_2: 0.5422 loss_ce_3: 0.6933 loss_bbox_3: 0.3793 loss_giou_3: 0.5233 loss_ce_4: 0.7025 loss_bbox_4: 0.3661 loss_giou_4: 0.5127 time: 0.2802 data_time: 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max_mem: 5081M [11/02 13:39:42] d2.utils.events INFO: eta: 1 day, 10:46:55 iter: 5859 total_loss: 10.3 loss_ce: 0.6558 loss_bbox: 0.3613 loss_giou: 0.5578 loss_ce_0: 0.7951 loss_bbox_0: 0.5725 loss_giou_0: 0.8323 loss_ce_1: 0.7017 loss_bbox_1: 0.4243 loss_giou_1: 0.6683 loss_ce_2: 0.6564 loss_bbox_2: 0.3963 loss_giou_2: 0.6115 loss_ce_3: 0.6603 loss_bbox_3: 0.3716 loss_giou_3: 0.5817 loss_ce_4: 0.6541 loss_bbox_4: 0.3587 loss_giou_4: 0.562 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5081M [11/02 13:39:48] d2.utils.events INFO: eta: 1 day, 10:46:24 iter: 5879 total_loss: 10.47 loss_ce: 0.6762 loss_bbox: 0.3718 loss_giou: 0.5357 loss_ce_0: 0.8193 loss_bbox_0: 0.5962 loss_giou_0: 0.7968 loss_ce_1: 0.7342 loss_bbox_1: 0.4458 loss_giou_1: 0.6259 loss_ce_2: 0.6884 loss_bbox_2: 0.4002 loss_giou_2: 0.5629 loss_ce_3: 0.675 loss_bbox_3: 0.3756 loss_giou_3: 0.5432 loss_ce_4: 0.6754 loss_bbox_4: 0.381 loss_giou_4: 0.5357 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5081M [11/02 13:39:54] d2.utils.events INFO: eta: 1 day, 10:45:47 iter: 5899 total_loss: 10.55 loss_ce: 0.6988 loss_bbox: 0.3718 loss_giou: 0.5395 loss_ce_0: 0.8052 loss_bbox_0: 0.5783 loss_giou_0: 0.7399 loss_ce_1: 0.718 loss_bbox_1: 0.4325 loss_giou_1: 0.5967 loss_ce_2: 0.6962 loss_bbox_2: 0.4034 loss_giou_2: 0.56 loss_ce_3: 0.6914 loss_bbox_3: 0.3813 loss_giou_3: 0.5542 loss_ce_4: 0.6819 loss_bbox_4: 0.3695 loss_giou_4: 0.5466 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5081M [11/02 13:39:59] d2.utils.events INFO: eta: 1 day, 10:45:25 iter: 5919 total_loss: 10.48 loss_ce: 0.7013 loss_bbox: 0.3621 loss_giou: 0.5593 loss_ce_0: 0.8146 loss_bbox_0: 0.5771 loss_giou_0: 0.8194 loss_ce_1: 0.7566 loss_bbox_1: 0.4271 loss_giou_1: 0.6443 loss_ce_2: 0.7044 loss_bbox_2: 0.3784 loss_giou_2: 0.5951 loss_ce_3: 0.701 loss_bbox_3: 0.3719 loss_giou_3: 0.5694 loss_ce_4: 0.7081 loss_bbox_4: 0.3595 loss_giou_4: 0.5613 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:05] d2.utils.events INFO: eta: 1 day, 10:44:52 iter: 5939 total_loss: 10.21 loss_ce: 0.6721 loss_bbox: 0.3527 loss_giou: 0.5287 loss_ce_0: 0.8209 loss_bbox_0: 0.5865 loss_giou_0: 0.7824 loss_ce_1: 0.7227 loss_bbox_1: 0.426 loss_giou_1: 0.6221 loss_ce_2: 0.672 loss_bbox_2: 0.3795 loss_giou_2: 0.5667 loss_ce_3: 0.6642 loss_bbox_3: 0.3579 loss_giou_3: 0.5458 loss_ce_4: 0.6642 loss_bbox_4: 0.3539 loss_giou_4: 0.5302 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:11] d2.utils.events INFO: eta: 1 day, 10:44:45 iter: 5959 total_loss: 10.33 loss_ce: 0.6505 loss_bbox: 0.3678 loss_giou: 0.5439 loss_ce_0: 0.815 loss_bbox_0: 0.5455 loss_giou_0: 0.7874 loss_ce_1: 0.7098 loss_bbox_1: 0.4371 loss_giou_1: 0.6183 loss_ce_2: 0.6685 loss_bbox_2: 0.3879 loss_giou_2: 0.57 loss_ce_3: 0.6655 loss_bbox_3: 0.383 loss_giou_3: 0.5639 loss_ce_4: 0.6519 loss_bbox_4: 0.376 loss_giou_4: 0.5567 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:16] d2.utils.events INFO: eta: 1 day, 10:45:05 iter: 5979 total_loss: 10.69 loss_ce: 0.6691 loss_bbox: 0.3714 loss_giou: 0.5841 loss_ce_0: 0.8086 loss_bbox_0: 0.5846 loss_giou_0: 0.7884 loss_ce_1: 0.7296 loss_bbox_1: 0.4295 loss_giou_1: 0.6517 loss_ce_2: 0.7008 loss_bbox_2: 0.3978 loss_giou_2: 0.6096 loss_ce_3: 0.6836 loss_bbox_3: 0.3751 loss_giou_3: 0.5876 loss_ce_4: 0.6674 loss_bbox_4: 0.3747 loss_giou_4: 0.5853 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:22] d2.utils.events INFO: eta: 1 day, 10:44:16 iter: 5999 total_loss: 10.45 loss_ce: 0.7002 loss_bbox: 0.3687 loss_giou: 0.5051 loss_ce_0: 0.8359 loss_bbox_0: 0.5948 loss_giou_0: 0.7727 loss_ce_1: 0.7617 loss_bbox_1: 0.4357 loss_giou_1: 0.6045 loss_ce_2: 0.7092 loss_bbox_2: 0.3841 loss_giou_2: 0.5463 loss_ce_3: 0.7111 loss_bbox_3: 0.3874 loss_giou_3: 0.5249 loss_ce_4: 0.7015 loss_bbox_4: 0.3799 loss_giou_4: 0.5115 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:28] d2.utils.events INFO: eta: 1 day, 10:43:29 iter: 6019 total_loss: 10.5 loss_ce: 0.6917 loss_bbox: 0.3749 loss_giou: 0.5075 loss_ce_0: 0.8143 loss_bbox_0: 0.5945 loss_giou_0: 0.7188 loss_ce_1: 0.7437 loss_bbox_1: 0.446 loss_giou_1: 0.5912 loss_ce_2: 0.7111 loss_bbox_2: 0.3998 loss_giou_2: 0.5379 loss_ce_3: 0.6949 loss_bbox_3: 0.3794 loss_giou_3: 0.5163 loss_ce_4: 0.6989 loss_bbox_4: 0.3809 loss_giou_4: 0.516 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:33] d2.utils.events INFO: eta: 1 day, 10:42:55 iter: 6039 total_loss: 10.28 loss_ce: 0.6812 loss_bbox: 0.3447 loss_giou: 0.5555 loss_ce_0: 0.8134 loss_bbox_0: 0.5576 loss_giou_0: 0.7952 loss_ce_1: 0.7175 loss_bbox_1: 0.4151 loss_giou_1: 0.636 loss_ce_2: 0.6837 loss_bbox_2: 0.3736 loss_giou_2: 0.5889 loss_ce_3: 0.6842 loss_bbox_3: 0.3723 loss_giou_3: 0.5719 loss_ce_4: 0.6892 loss_bbox_4: 0.3571 loss_giou_4: 0.5665 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:39] d2.utils.events INFO: eta: 1 day, 10:42:42 iter: 6059 total_loss: 10.3 loss_ce: 0.6734 loss_bbox: 0.36 loss_giou: 0.5417 loss_ce_0: 0.7994 loss_bbox_0: 0.5675 loss_giou_0: 0.7523 loss_ce_1: 0.7116 loss_bbox_1: 0.4301 loss_giou_1: 0.6172 loss_ce_2: 0.6857 loss_bbox_2: 0.3859 loss_giou_2: 0.5664 loss_ce_3: 0.6903 loss_bbox_3: 0.3619 loss_giou_3: 0.5478 loss_ce_4: 0.6707 loss_bbox_4: 0.3655 loss_giou_4: 0.5491 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:45] d2.utils.events INFO: eta: 1 day, 10:42:30 iter: 6079 total_loss: 10.09 loss_ce: 0.6685 loss_bbox: 0.3579 loss_giou: 0.5386 loss_ce_0: 0.8033 loss_bbox_0: 0.5677 loss_giou_0: 0.786 loss_ce_1: 0.7255 loss_bbox_1: 0.4135 loss_giou_1: 0.6136 loss_ce_2: 0.697 loss_bbox_2: 0.3699 loss_giou_2: 0.5627 loss_ce_3: 0.695 loss_bbox_3: 0.3647 loss_giou_3: 0.5457 loss_ce_4: 0.6669 loss_bbox_4: 0.3589 loss_giou_4: 0.5361 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:50] d2.utils.events INFO: eta: 1 day, 10:42:24 iter: 6099 total_loss: 10.62 loss_ce: 0.6895 loss_bbox: 0.3643 loss_giou: 0.5806 loss_ce_0: 0.827 loss_bbox_0: 0.5675 loss_giou_0: 0.802 loss_ce_1: 0.7383 loss_bbox_1: 0.425 loss_giou_1: 0.647 loss_ce_2: 0.6813 loss_bbox_2: 0.3819 loss_giou_2: 0.6047 loss_ce_3: 0.6911 loss_bbox_3: 0.3594 loss_giou_3: 0.5988 loss_ce_4: 0.6942 loss_bbox_4: 0.3625 loss_giou_4: 0.5911 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5081M [11/02 13:40:56] d2.utils.events INFO: eta: 1 day, 10:41:48 iter: 6119 total_loss: 10.48 loss_ce: 0.6919 loss_bbox: 0.3768 loss_giou: 0.5505 loss_ce_0: 0.7984 loss_bbox_0: 0.5773 loss_giou_0: 0.7309 loss_ce_1: 0.7207 loss_bbox_1: 0.4575 loss_giou_1: 0.6265 loss_ce_2: 0.6923 loss_bbox_2: 0.4196 loss_giou_2: 0.5801 loss_ce_3: 0.6787 loss_bbox_3: 0.4093 loss_giou_3: 0.5689 loss_ce_4: 0.6956 loss_bbox_4: 0.3872 loss_giou_4: 0.5591 time: 0.2802 data_time: 0.0202 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:02] d2.utils.events INFO: eta: 1 day, 10:41:42 iter: 6139 total_loss: 10.59 loss_ce: 0.6833 loss_bbox: 0.3569 loss_giou: 0.5592 loss_ce_0: 0.8217 loss_bbox_0: 0.5801 loss_giou_0: 0.8151 loss_ce_1: 0.7164 loss_bbox_1: 0.4173 loss_giou_1: 0.6422 loss_ce_2: 0.6819 loss_bbox_2: 0.379 loss_giou_2: 0.5891 loss_ce_3: 0.682 loss_bbox_3: 0.3673 loss_giou_3: 0.5685 loss_ce_4: 0.684 loss_bbox_4: 0.3531 loss_giou_4: 0.5583 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:07] d2.utils.events INFO: eta: 1 day, 10:41:28 iter: 6159 total_loss: 10.6 loss_ce: 0.6841 loss_bbox: 0.3804 loss_giou: 0.5528 loss_ce_0: 0.8514 loss_bbox_0: 0.5939 loss_giou_0: 0.775 loss_ce_1: 0.7506 loss_bbox_1: 0.4426 loss_giou_1: 0.6236 loss_ce_2: 0.6921 loss_bbox_2: 0.3983 loss_giou_2: 0.5801 loss_ce_3: 0.6869 loss_bbox_3: 0.3763 loss_giou_3: 0.5631 loss_ce_4: 0.6885 loss_bbox_4: 0.3708 loss_giou_4: 0.5531 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:13] d2.utils.events INFO: eta: 1 day, 10:41:02 iter: 6179 total_loss: 10.32 loss_ce: 0.6846 loss_bbox: 0.3445 loss_giou: 0.5451 loss_ce_0: 0.8034 loss_bbox_0: 0.5475 loss_giou_0: 0.7818 loss_ce_1: 0.7253 loss_bbox_1: 0.4116 loss_giou_1: 0.6361 loss_ce_2: 0.6912 loss_bbox_2: 0.3721 loss_giou_2: 0.5892 loss_ce_3: 0.6775 loss_bbox_3: 0.3539 loss_giou_3: 0.5698 loss_ce_4: 0.6792 loss_bbox_4: 0.3493 loss_giou_4: 0.5571 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:19] d2.utils.events INFO: eta: 1 day, 10:41:05 iter: 6199 total_loss: 10.31 loss_ce: 0.68 loss_bbox: 0.3673 loss_giou: 0.5698 loss_ce_0: 0.8154 loss_bbox_0: 0.5702 loss_giou_0: 0.8101 loss_ce_1: 0.7175 loss_bbox_1: 0.4284 loss_giou_1: 0.6391 loss_ce_2: 0.678 loss_bbox_2: 0.3947 loss_giou_2: 0.6042 loss_ce_3: 0.6696 loss_bbox_3: 0.3748 loss_giou_3: 0.5772 loss_ce_4: 0.6672 loss_bbox_4: 0.3668 loss_giou_4: 0.5643 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:25] d2.utils.events INFO: eta: 1 day, 10:40:59 iter: 6219 total_loss: 10.74 loss_ce: 0.7033 loss_bbox: 0.3636 loss_giou: 0.5464 loss_ce_0: 0.8328 loss_bbox_0: 0.5866 loss_giou_0: 0.817 loss_ce_1: 0.7463 loss_bbox_1: 0.4349 loss_giou_1: 0.6336 loss_ce_2: 0.7052 loss_bbox_2: 0.3959 loss_giou_2: 0.5742 loss_ce_3: 0.7026 loss_bbox_3: 0.3775 loss_giou_3: 0.5612 loss_ce_4: 0.702 loss_bbox_4: 0.3682 loss_giou_4: 0.551 time: 0.2802 data_time: 0.0199 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:30] d2.utils.events INFO: eta: 1 day, 10:40:26 iter: 6239 total_loss: 10.6 loss_ce: 0.701 loss_bbox: 0.3701 loss_giou: 0.5561 loss_ce_0: 0.8089 loss_bbox_0: 0.5831 loss_giou_0: 0.7752 loss_ce_1: 0.7418 loss_bbox_1: 0.4261 loss_giou_1: 0.6231 loss_ce_2: 0.7115 loss_bbox_2: 0.3966 loss_giou_2: 0.5903 loss_ce_3: 0.6855 loss_bbox_3: 0.3848 loss_giou_3: 0.5743 loss_ce_4: 0.6906 loss_bbox_4: 0.3836 loss_giou_4: 0.5604 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:36] d2.utils.events INFO: eta: 1 day, 10:39:22 iter: 6259 total_loss: 10.46 loss_ce: 0.7078 loss_bbox: 0.374 loss_giou: 0.5577 loss_ce_0: 0.8039 loss_bbox_0: 0.5689 loss_giou_0: 0.7851 loss_ce_1: 0.7133 loss_bbox_1: 0.431 loss_giou_1: 0.6231 loss_ce_2: 0.69 loss_bbox_2: 0.3922 loss_giou_2: 0.5764 loss_ce_3: 0.6785 loss_bbox_3: 0.3746 loss_giou_3: 0.5648 loss_ce_4: 0.69 loss_bbox_4: 0.372 loss_giou_4: 0.5595 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:42] d2.utils.events INFO: eta: 1 day, 10:39:17 iter: 6279 total_loss: 10.27 loss_ce: 0.6764 loss_bbox: 0.3569 loss_giou: 0.5315 loss_ce_0: 0.7796 loss_bbox_0: 0.5667 loss_giou_0: 0.7532 loss_ce_1: 0.7171 loss_bbox_1: 0.4135 loss_giou_1: 0.6011 loss_ce_2: 0.6803 loss_bbox_2: 0.3799 loss_giou_2: 0.5545 loss_ce_3: 0.6729 loss_bbox_3: 0.3724 loss_giou_3: 0.5356 loss_ce_4: 0.665 loss_bbox_4: 0.3643 loss_giou_4: 0.5368 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:47] d2.utils.events INFO: eta: 1 day, 10:39:09 iter: 6299 total_loss: 10.26 loss_ce: 0.6736 loss_bbox: 0.3545 loss_giou: 0.5542 loss_ce_0: 0.8001 loss_bbox_0: 0.5502 loss_giou_0: 0.7835 loss_ce_1: 0.719 loss_bbox_1: 0.4053 loss_giou_1: 0.6362 loss_ce_2: 0.68 loss_bbox_2: 0.3595 loss_giou_2: 0.5837 loss_ce_3: 0.6822 loss_bbox_3: 0.3602 loss_giou_3: 0.5678 loss_ce_4: 0.6758 loss_bbox_4: 0.3578 loss_giou_4: 0.5615 time: 0.2802 data_time: 0.0334 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:53] d2.utils.events INFO: eta: 1 day, 10:39:14 iter: 6319 total_loss: 10.13 loss_ce: 0.6599 loss_bbox: 0.3699 loss_giou: 0.5225 loss_ce_0: 0.7872 loss_bbox_0: 0.5587 loss_giou_0: 0.7473 loss_ce_1: 0.7077 loss_bbox_1: 0.4236 loss_giou_1: 0.5889 loss_ce_2: 0.6683 loss_bbox_2: 0.3888 loss_giou_2: 0.5489 loss_ce_3: 0.684 loss_bbox_3: 0.3755 loss_giou_3: 0.5299 loss_ce_4: 0.6803 loss_bbox_4: 0.3688 loss_giou_4: 0.5255 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5081M [11/02 13:41:59] d2.utils.events INFO: eta: 1 day, 10:38:56 iter: 6339 total_loss: 10.22 loss_ce: 0.6609 loss_bbox: 0.3701 loss_giou: 0.5344 loss_ce_0: 0.7871 loss_bbox_0: 0.5748 loss_giou_0: 0.7559 loss_ce_1: 0.7056 loss_bbox_1: 0.4347 loss_giou_1: 0.6005 loss_ce_2: 0.6811 loss_bbox_2: 0.3916 loss_giou_2: 0.5576 loss_ce_3: 0.6692 loss_bbox_3: 0.3744 loss_giou_3: 0.5465 loss_ce_4: 0.6652 loss_bbox_4: 0.3688 loss_giou_4: 0.5377 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:04] d2.utils.events INFO: eta: 1 day, 10:38:04 iter: 6359 total_loss: 10.18 loss_ce: 0.6627 loss_bbox: 0.3544 loss_giou: 0.5185 loss_ce_0: 0.7818 loss_bbox_0: 0.574 loss_giou_0: 0.7464 loss_ce_1: 0.7063 loss_bbox_1: 0.4283 loss_giou_1: 0.5969 loss_ce_2: 0.6833 loss_bbox_2: 0.3892 loss_giou_2: 0.5359 loss_ce_3: 0.6582 loss_bbox_3: 0.359 loss_giou_3: 0.5243 loss_ce_4: 0.6575 loss_bbox_4: 0.3491 loss_giou_4: 0.5198 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:10] d2.utils.events INFO: eta: 1 day, 10:38:05 iter: 6379 total_loss: 10.56 loss_ce: 0.6913 loss_bbox: 0.3654 loss_giou: 0.5513 loss_ce_0: 0.8006 loss_bbox_0: 0.5815 loss_giou_0: 0.7786 loss_ce_1: 0.7302 loss_bbox_1: 0.4497 loss_giou_1: 0.6349 loss_ce_2: 0.7011 loss_bbox_2: 0.3874 loss_giou_2: 0.5849 loss_ce_3: 0.6866 loss_bbox_3: 0.3722 loss_giou_3: 0.5675 loss_ce_4: 0.6902 loss_bbox_4: 0.3661 loss_giou_4: 0.5619 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:16] d2.utils.events INFO: eta: 1 day, 10:38:23 iter: 6399 total_loss: 10.16 loss_ce: 0.7025 loss_bbox: 0.3422 loss_giou: 0.5189 loss_ce_0: 0.787 loss_bbox_0: 0.5835 loss_giou_0: 0.7321 loss_ce_1: 0.7289 loss_bbox_1: 0.4137 loss_giou_1: 0.5907 loss_ce_2: 0.6958 loss_bbox_2: 0.3744 loss_giou_2: 0.5421 loss_ce_3: 0.6957 loss_bbox_3: 0.3531 loss_giou_3: 0.5259 loss_ce_4: 0.6922 loss_bbox_4: 0.3467 loss_giou_4: 0.5202 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:21] d2.utils.events INFO: eta: 1 day, 10:38:17 iter: 6419 total_loss: 10.6 loss_ce: 0.7044 loss_bbox: 0.3577 loss_giou: 0.5254 loss_ce_0: 0.8441 loss_bbox_0: 0.5938 loss_giou_0: 0.741 loss_ce_1: 0.7444 loss_bbox_1: 0.4322 loss_giou_1: 0.6072 loss_ce_2: 0.7205 loss_bbox_2: 0.3985 loss_giou_2: 0.5613 loss_ce_3: 0.7141 loss_bbox_3: 0.3872 loss_giou_3: 0.5411 loss_ce_4: 0.7079 loss_bbox_4: 0.3601 loss_giou_4: 0.5311 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:27] d2.utils.events INFO: eta: 1 day, 10:38:40 iter: 6439 total_loss: 10.16 loss_ce: 0.6638 loss_bbox: 0.3553 loss_giou: 0.5443 loss_ce_0: 0.8201 loss_bbox_0: 0.5549 loss_giou_0: 0.7862 loss_ce_1: 0.7298 loss_bbox_1: 0.414 loss_giou_1: 0.6285 loss_ce_2: 0.6834 loss_bbox_2: 0.3778 loss_giou_2: 0.5724 loss_ce_3: 0.6598 loss_bbox_3: 0.3644 loss_giou_3: 0.5557 loss_ce_4: 0.6642 loss_bbox_4: 0.3622 loss_giou_4: 0.5485 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:33] d2.utils.events INFO: eta: 1 day, 10:39:12 iter: 6459 total_loss: 10 loss_ce: 0.6387 loss_bbox: 0.362 loss_giou: 0.5473 loss_ce_0: 0.79 loss_bbox_0: 0.5634 loss_giou_0: 0.7605 loss_ce_1: 0.6903 loss_bbox_1: 0.4222 loss_giou_1: 0.6212 loss_ce_2: 0.6477 loss_bbox_2: 0.3847 loss_giou_2: 0.5665 loss_ce_3: 0.649 loss_bbox_3: 0.3688 loss_giou_3: 0.5508 loss_ce_4: 0.6387 loss_bbox_4: 0.3512 loss_giou_4: 0.5442 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:39] d2.utils.events INFO: eta: 1 day, 10:39:09 iter: 6479 total_loss: 10.53 loss_ce: 0.6884 loss_bbox: 0.3653 loss_giou: 0.5615 loss_ce_0: 0.8055 loss_bbox_0: 0.5862 loss_giou_0: 0.8125 loss_ce_1: 0.7283 loss_bbox_1: 0.4339 loss_giou_1: 0.6469 loss_ce_2: 0.707 loss_bbox_2: 0.3939 loss_giou_2: 0.5943 loss_ce_3: 0.6858 loss_bbox_3: 0.3839 loss_giou_3: 0.5799 loss_ce_4: 0.6856 loss_bbox_4: 0.3787 loss_giou_4: 0.5768 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:44] d2.utils.events INFO: eta: 1 day, 10:39:38 iter: 6499 total_loss: 10.4 loss_ce: 0.6992 loss_bbox: 0.3622 loss_giou: 0.5395 loss_ce_0: 0.8084 loss_bbox_0: 0.5716 loss_giou_0: 0.7788 loss_ce_1: 0.7467 loss_bbox_1: 0.4315 loss_giou_1: 0.6272 loss_ce_2: 0.7086 loss_bbox_2: 0.3973 loss_giou_2: 0.5695 loss_ce_3: 0.7061 loss_bbox_3: 0.3725 loss_giou_3: 0.5542 loss_ce_4: 0.7058 loss_bbox_4: 0.3723 loss_giou_4: 0.5445 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:50] d2.utils.events INFO: eta: 1 day, 10:39:54 iter: 6519 total_loss: 10.34 loss_ce: 0.6563 loss_bbox: 0.3418 loss_giou: 0.5537 loss_ce_0: 0.8026 loss_bbox_0: 0.5594 loss_giou_0: 0.7927 loss_ce_1: 0.7107 loss_bbox_1: 0.4147 loss_giou_1: 0.6333 loss_ce_2: 0.6785 loss_bbox_2: 0.3772 loss_giou_2: 0.5876 loss_ce_3: 0.6431 loss_bbox_3: 0.3485 loss_giou_3: 0.56 loss_ce_4: 0.6491 loss_bbox_4: 0.3502 loss_giou_4: 0.556 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5081M [11/02 13:42:56] d2.utils.events INFO: eta: 1 day, 10:39:48 iter: 6539 total_loss: 10.37 loss_ce: 0.6837 loss_bbox: 0.3578 loss_giou: 0.5365 loss_ce_0: 0.7889 loss_bbox_0: 0.5842 loss_giou_0: 0.7743 loss_ce_1: 0.7252 loss_bbox_1: 0.4299 loss_giou_1: 0.6198 loss_ce_2: 0.7156 loss_bbox_2: 0.3836 loss_giou_2: 0.5628 loss_ce_3: 0.6816 loss_bbox_3: 0.3708 loss_giou_3: 0.5387 loss_ce_4: 0.6741 loss_bbox_4: 0.3628 loss_giou_4: 0.538 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:01] d2.utils.events INFO: eta: 1 day, 10:38:47 iter: 6559 total_loss: 10.72 loss_ce: 0.6972 loss_bbox: 0.376 loss_giou: 0.5545 loss_ce_0: 0.8317 loss_bbox_0: 0.6036 loss_giou_0: 0.7902 loss_ce_1: 0.7441 loss_bbox_1: 0.4415 loss_giou_1: 0.6394 loss_ce_2: 0.6908 loss_bbox_2: 0.4032 loss_giou_2: 0.5858 loss_ce_3: 0.7002 loss_bbox_3: 0.3719 loss_giou_3: 0.5652 loss_ce_4: 0.6928 loss_bbox_4: 0.378 loss_giou_4: 0.563 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:07] d2.utils.events INFO: eta: 1 day, 10:38:50 iter: 6579 total_loss: 10.48 loss_ce: 0.6613 loss_bbox: 0.3545 loss_giou: 0.5615 loss_ce_0: 0.787 loss_bbox_0: 0.5709 loss_giou_0: 0.7832 loss_ce_1: 0.7081 loss_bbox_1: 0.4114 loss_giou_1: 0.6137 loss_ce_2: 0.6545 loss_bbox_2: 0.3761 loss_giou_2: 0.5882 loss_ce_3: 0.6615 loss_bbox_3: 0.3553 loss_giou_3: 0.5731 loss_ce_4: 0.6538 loss_bbox_4: 0.352 loss_giou_4: 0.571 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:13] d2.utils.events INFO: eta: 1 day, 10:38:33 iter: 6599 total_loss: 10.2 loss_ce: 0.6618 loss_bbox: 0.3648 loss_giou: 0.5071 loss_ce_0: 0.7987 loss_bbox_0: 0.577 loss_giou_0: 0.7622 loss_ce_1: 0.7028 loss_bbox_1: 0.4371 loss_giou_1: 0.5911 loss_ce_2: 0.6698 loss_bbox_2: 0.3962 loss_giou_2: 0.5304 loss_ce_3: 0.6615 loss_bbox_3: 0.3802 loss_giou_3: 0.5216 loss_ce_4: 0.6588 loss_bbox_4: 0.3739 loss_giou_4: 0.5151 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:18] d2.utils.events INFO: eta: 1 day, 10:38:30 iter: 6619 total_loss: 10.1 loss_ce: 0.623 loss_bbox: 0.3454 loss_giou: 0.5263 loss_ce_0: 0.7765 loss_bbox_0: 0.5551 loss_giou_0: 0.7762 loss_ce_1: 0.6855 loss_bbox_1: 0.4058 loss_giou_1: 0.6266 loss_ce_2: 0.6433 loss_bbox_2: 0.3702 loss_giou_2: 0.5706 loss_ce_3: 0.6262 loss_bbox_3: 0.3561 loss_giou_3: 0.5454 loss_ce_4: 0.6165 loss_bbox_4: 0.3451 loss_giou_4: 0.5329 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:24] d2.utils.events INFO: eta: 1 day, 10:38:22 iter: 6639 total_loss: 9.996 loss_ce: 0.6622 loss_bbox: 0.3396 loss_giou: 0.5278 loss_ce_0: 0.7976 loss_bbox_0: 0.5492 loss_giou_0: 0.7505 loss_ce_1: 0.6904 loss_bbox_1: 0.4028 loss_giou_1: 0.6094 loss_ce_2: 0.685 loss_bbox_2: 0.3755 loss_giou_2: 0.5594 loss_ce_3: 0.6656 loss_bbox_3: 0.3642 loss_giou_3: 0.5488 loss_ce_4: 0.6681 loss_bbox_4: 0.3486 loss_giou_4: 0.5368 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:30] d2.utils.events INFO: eta: 1 day, 10:38:18 iter: 6659 total_loss: 10.21 loss_ce: 0.6641 loss_bbox: 0.3228 loss_giou: 0.5359 loss_ce_0: 0.7773 loss_bbox_0: 0.5345 loss_giou_0: 0.7629 loss_ce_1: 0.71 loss_bbox_1: 0.3966 loss_giou_1: 0.617 loss_ce_2: 0.6688 loss_bbox_2: 0.3515 loss_giou_2: 0.5576 loss_ce_3: 0.6615 loss_bbox_3: 0.3357 loss_giou_3: 0.5504 loss_ce_4: 0.6641 loss_bbox_4: 0.3217 loss_giou_4: 0.531 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:35] d2.utils.events INFO: eta: 1 day, 10:39:18 iter: 6679 total_loss: 10.29 loss_ce: 0.6485 loss_bbox: 0.3628 loss_giou: 0.5425 loss_ce_0: 0.797 loss_bbox_0: 0.5583 loss_giou_0: 0.7622 loss_ce_1: 0.7164 loss_bbox_1: 0.4232 loss_giou_1: 0.6175 loss_ce_2: 0.674 loss_bbox_2: 0.3823 loss_giou_2: 0.5643 loss_ce_3: 0.6532 loss_bbox_3: 0.3706 loss_giou_3: 0.5441 loss_ce_4: 0.6592 loss_bbox_4: 0.3602 loss_giou_4: 0.5438 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:41] d2.utils.events INFO: eta: 1 day, 10:39:37 iter: 6699 total_loss: 10.41 loss_ce: 0.6549 loss_bbox: 0.3406 loss_giou: 0.5447 loss_ce_0: 0.798 loss_bbox_0: 0.5517 loss_giou_0: 0.7993 loss_ce_1: 0.7019 loss_bbox_1: 0.3943 loss_giou_1: 0.6326 loss_ce_2: 0.6645 loss_bbox_2: 0.3666 loss_giou_2: 0.5739 loss_ce_3: 0.6549 loss_bbox_3: 0.3592 loss_giou_3: 0.5626 loss_ce_4: 0.6534 loss_bbox_4: 0.3453 loss_giou_4: 0.5551 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:47] d2.utils.events INFO: eta: 1 day, 10:39:37 iter: 6719 total_loss: 9.649 loss_ce: 0.6395 loss_bbox: 0.3516 loss_giou: 0.5206 loss_ce_0: 0.7775 loss_bbox_0: 0.553 loss_giou_0: 0.7457 loss_ce_1: 0.6911 loss_bbox_1: 0.3966 loss_giou_1: 0.5675 loss_ce_2: 0.6512 loss_bbox_2: 0.3646 loss_giou_2: 0.5296 loss_ce_3: 0.6286 loss_bbox_3: 0.3551 loss_giou_3: 0.5244 loss_ce_4: 0.6332 loss_bbox_4: 0.3475 loss_giou_4: 0.5237 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:53] d2.utils.events INFO: eta: 1 day, 10:39:31 iter: 6739 total_loss: 10.28 loss_ce: 0.6811 loss_bbox: 0.3619 loss_giou: 0.531 loss_ce_0: 0.7991 loss_bbox_0: 0.5863 loss_giou_0: 0.7594 loss_ce_1: 0.7164 loss_bbox_1: 0.4361 loss_giou_1: 0.6026 loss_ce_2: 0.6853 loss_bbox_2: 0.3875 loss_giou_2: 0.5596 loss_ce_3: 0.69 loss_bbox_3: 0.3648 loss_giou_3: 0.5417 loss_ce_4: 0.6759 loss_bbox_4: 0.3626 loss_giou_4: 0.5357 time: 0.2803 data_time: 0.0220 lr: 2.5e-05 max_mem: 5081M [11/02 13:43:58] d2.utils.events INFO: eta: 1 day, 10:39:14 iter: 6759 total_loss: 10.28 loss_ce: 0.6589 loss_bbox: 0.3474 loss_giou: 0.5553 loss_ce_0: 0.7635 loss_bbox_0: 0.5531 loss_giou_0: 0.8092 loss_ce_1: 0.6908 loss_bbox_1: 0.4113 loss_giou_1: 0.6235 loss_ce_2: 0.6757 loss_bbox_2: 0.3729 loss_giou_2: 0.5768 loss_ce_3: 0.6595 loss_bbox_3: 0.3626 loss_giou_3: 0.5655 loss_ce_4: 0.655 loss_bbox_4: 0.3524 loss_giou_4: 0.5532 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:04] d2.utils.events INFO: eta: 1 day, 10:39:59 iter: 6779 total_loss: 10.5 loss_ce: 0.7138 loss_bbox: 0.356 loss_giou: 0.5548 loss_ce_0: 0.8104 loss_bbox_0: 0.5392 loss_giou_0: 0.8001 loss_ce_1: 0.7069 loss_bbox_1: 0.4284 loss_giou_1: 0.6309 loss_ce_2: 0.6923 loss_bbox_2: 0.383 loss_giou_2: 0.5766 loss_ce_3: 0.6793 loss_bbox_3: 0.3674 loss_giou_3: 0.5646 loss_ce_4: 0.6938 loss_bbox_4: 0.3672 loss_giou_4: 0.5591 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:10] d2.utils.events INFO: eta: 1 day, 10:40:27 iter: 6799 total_loss: 10.43 loss_ce: 0.6714 loss_bbox: 0.3446 loss_giou: 0.5492 loss_ce_0: 0.7761 loss_bbox_0: 0.5402 loss_giou_0: 0.7696 loss_ce_1: 0.7078 loss_bbox_1: 0.4052 loss_giou_1: 0.6282 loss_ce_2: 0.6714 loss_bbox_2: 0.38 loss_giou_2: 0.5774 loss_ce_3: 0.6695 loss_bbox_3: 0.3514 loss_giou_3: 0.565 loss_ce_4: 0.6723 loss_bbox_4: 0.3371 loss_giou_4: 0.5491 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:15] d2.utils.events INFO: eta: 1 day, 10:39:35 iter: 6819 total_loss: 10.08 loss_ce: 0.6935 loss_bbox: 0.3462 loss_giou: 0.5455 loss_ce_0: 0.79 loss_bbox_0: 0.5625 loss_giou_0: 0.7885 loss_ce_1: 0.7101 loss_bbox_1: 0.4147 loss_giou_1: 0.6247 loss_ce_2: 0.6888 loss_bbox_2: 0.3723 loss_giou_2: 0.5748 loss_ce_3: 0.6781 loss_bbox_3: 0.3604 loss_giou_3: 0.5576 loss_ce_4: 0.6777 loss_bbox_4: 0.3465 loss_giou_4: 0.5496 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:21] d2.utils.events INFO: eta: 1 day, 10:39:40 iter: 6839 total_loss: 9.979 loss_ce: 0.6434 loss_bbox: 0.3354 loss_giou: 0.5255 loss_ce_0: 0.7746 loss_bbox_0: 0.5444 loss_giou_0: 0.7606 loss_ce_1: 0.6848 loss_bbox_1: 0.3966 loss_giou_1: 0.5981 loss_ce_2: 0.6651 loss_bbox_2: 0.359 loss_giou_2: 0.5504 loss_ce_3: 0.6506 loss_bbox_3: 0.3464 loss_giou_3: 0.5367 loss_ce_4: 0.6444 loss_bbox_4: 0.3436 loss_giou_4: 0.53 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:27] d2.utils.events INFO: eta: 1 day, 10:38:54 iter: 6859 total_loss: 9.861 loss_ce: 0.6533 loss_bbox: 0.331 loss_giou: 0.5242 loss_ce_0: 0.7973 loss_bbox_0: 0.533 loss_giou_0: 0.7676 loss_ce_1: 0.7009 loss_bbox_1: 0.3903 loss_giou_1: 0.6009 loss_ce_2: 0.6592 loss_bbox_2: 0.3614 loss_giou_2: 0.5583 loss_ce_3: 0.6589 loss_bbox_3: 0.3407 loss_giou_3: 0.5345 loss_ce_4: 0.6382 loss_bbox_4: 0.332 loss_giou_4: 0.522 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:32] d2.utils.events INFO: eta: 1 day, 10:39:42 iter: 6879 total_loss: 10.3 loss_ce: 0.6374 loss_bbox: 0.3583 loss_giou: 0.5787 loss_ce_0: 0.7779 loss_bbox_0: 0.5423 loss_giou_0: 0.8037 loss_ce_1: 0.6843 loss_bbox_1: 0.4054 loss_giou_1: 0.6567 loss_ce_2: 0.6558 loss_bbox_2: 0.3728 loss_giou_2: 0.6071 loss_ce_3: 0.6348 loss_bbox_3: 0.3652 loss_giou_3: 0.5944 loss_ce_4: 0.6418 loss_bbox_4: 0.3535 loss_giou_4: 0.5852 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:38] d2.utils.events INFO: eta: 1 day, 10:39:36 iter: 6899 total_loss: 10.27 loss_ce: 0.6442 loss_bbox: 0.3549 loss_giou: 0.5553 loss_ce_0: 0.7803 loss_bbox_0: 0.5535 loss_giou_0: 0.7943 loss_ce_1: 0.6866 loss_bbox_1: 0.4078 loss_giou_1: 0.6226 loss_ce_2: 0.6511 loss_bbox_2: 0.3727 loss_giou_2: 0.5797 loss_ce_3: 0.6295 loss_bbox_3: 0.3653 loss_giou_3: 0.5647 loss_ce_4: 0.6411 loss_bbox_4: 0.3501 loss_giou_4: 0.5562 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:44] d2.utils.events INFO: eta: 1 day, 10:39:51 iter: 6919 total_loss: 10.01 loss_ce: 0.6735 loss_bbox: 0.3517 loss_giou: 0.517 loss_ce_0: 0.7961 loss_bbox_0: 0.5551 loss_giou_0: 0.784 loss_ce_1: 0.729 loss_bbox_1: 0.4183 loss_giou_1: 0.6026 loss_ce_2: 0.6904 loss_bbox_2: 0.3812 loss_giou_2: 0.5369 loss_ce_3: 0.6688 loss_bbox_3: 0.3608 loss_giou_3: 0.5218 loss_ce_4: 0.654 loss_bbox_4: 0.3489 loss_giou_4: 0.5134 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:49] d2.utils.events INFO: eta: 1 day, 10:39:49 iter: 6939 total_loss: 9.848 loss_ce: 0.6791 loss_bbox: 0.3487 loss_giou: 0.5121 loss_ce_0: 0.7843 loss_bbox_0: 0.5616 loss_giou_0: 0.7844 loss_ce_1: 0.7088 loss_bbox_1: 0.4075 loss_giou_1: 0.591 loss_ce_2: 0.6824 loss_bbox_2: 0.3541 loss_giou_2: 0.5369 loss_ce_3: 0.6853 loss_bbox_3: 0.3522 loss_giou_3: 0.5217 loss_ce_4: 0.6757 loss_bbox_4: 0.342 loss_giou_4: 0.5185 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5081M [11/02 13:44:55] d2.utils.events INFO: eta: 1 day, 10:39:29 iter: 6959 total_loss: 10.1 loss_ce: 0.6715 loss_bbox: 0.3369 loss_giou: 0.5586 loss_ce_0: 0.7709 loss_bbox_0: 0.5508 loss_giou_0: 0.7917 loss_ce_1: 0.6972 loss_bbox_1: 0.4052 loss_giou_1: 0.6199 loss_ce_2: 0.6707 loss_bbox_2: 0.3621 loss_giou_2: 0.5836 loss_ce_3: 0.6561 loss_bbox_3: 0.346 loss_giou_3: 0.5596 loss_ce_4: 0.6582 loss_bbox_4: 0.3426 loss_giou_4: 0.558 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:01] d2.utils.events INFO: eta: 1 day, 10:38:44 iter: 6979 total_loss: 10.11 loss_ce: 0.6799 loss_bbox: 0.3328 loss_giou: 0.5083 loss_ce_0: 0.7807 loss_bbox_0: 0.5572 loss_giou_0: 0.7411 loss_ce_1: 0.6802 loss_bbox_1: 0.3953 loss_giou_1: 0.5775 loss_ce_2: 0.6659 loss_bbox_2: 0.3552 loss_giou_2: 0.5298 loss_ce_3: 0.675 loss_bbox_3: 0.3408 loss_giou_3: 0.5206 loss_ce_4: 0.6682 loss_bbox_4: 0.3368 loss_giou_4: 0.5111 time: 0.2802 data_time: 0.0208 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:06] d2.utils.events INFO: eta: 1 day, 10:39:17 iter: 6999 total_loss: 10.28 loss_ce: 0.6593 loss_bbox: 0.3771 loss_giou: 0.541 loss_ce_0: 0.779 loss_bbox_0: 0.5773 loss_giou_0: 0.796 loss_ce_1: 0.7004 loss_bbox_1: 0.4389 loss_giou_1: 0.6211 loss_ce_2: 0.6611 loss_bbox_2: 0.3971 loss_giou_2: 0.5659 loss_ce_3: 0.6539 loss_bbox_3: 0.3832 loss_giou_3: 0.5486 loss_ce_4: 0.6574 loss_bbox_4: 0.3854 loss_giou_4: 0.5436 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:12] d2.utils.events INFO: eta: 1 day, 10:39:26 iter: 7019 total_loss: 9.966 loss_ce: 0.6706 loss_bbox: 0.3522 loss_giou: 0.5242 loss_ce_0: 0.7895 loss_bbox_0: 0.5481 loss_giou_0: 0.7486 loss_ce_1: 0.7095 loss_bbox_1: 0.4035 loss_giou_1: 0.5994 loss_ce_2: 0.6724 loss_bbox_2: 0.3768 loss_giou_2: 0.5519 loss_ce_3: 0.6745 loss_bbox_3: 0.3592 loss_giou_3: 0.533 loss_ce_4: 0.6718 loss_bbox_4: 0.3569 loss_giou_4: 0.5221 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:18] d2.utils.events INFO: eta: 1 day, 10:39:59 iter: 7039 total_loss: 10.02 loss_ce: 0.6414 loss_bbox: 0.3406 loss_giou: 0.5116 loss_ce_0: 0.7827 loss_bbox_0: 0.5589 loss_giou_0: 0.7542 loss_ce_1: 0.6929 loss_bbox_1: 0.4153 loss_giou_1: 0.5881 loss_ce_2: 0.6672 loss_bbox_2: 0.3811 loss_giou_2: 0.5512 loss_ce_3: 0.6569 loss_bbox_3: 0.3533 loss_giou_3: 0.5261 loss_ce_4: 0.6386 loss_bbox_4: 0.3458 loss_giou_4: 0.5183 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:23] d2.utils.events INFO: eta: 1 day, 10:39:58 iter: 7059 total_loss: 10.05 loss_ce: 0.6484 loss_bbox: 0.321 loss_giou: 0.5255 loss_ce_0: 0.7936 loss_bbox_0: 0.5443 loss_giou_0: 0.7757 loss_ce_1: 0.7138 loss_bbox_1: 0.3805 loss_giou_1: 0.6007 loss_ce_2: 0.6611 loss_bbox_2: 0.3483 loss_giou_2: 0.5505 loss_ce_3: 0.6395 loss_bbox_3: 0.3302 loss_giou_3: 0.5319 loss_ce_4: 0.6294 loss_bbox_4: 0.3279 loss_giou_4: 0.5285 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:29] d2.utils.events INFO: eta: 1 day, 10:39:53 iter: 7079 total_loss: 9.83 loss_ce: 0.648 loss_bbox: 0.3364 loss_giou: 0.5281 loss_ce_0: 0.787 loss_bbox_0: 0.5455 loss_giou_0: 0.7774 loss_ce_1: 0.7076 loss_bbox_1: 0.3867 loss_giou_1: 0.6207 loss_ce_2: 0.6744 loss_bbox_2: 0.3674 loss_giou_2: 0.5578 loss_ce_3: 0.6795 loss_bbox_3: 0.3429 loss_giou_3: 0.5363 loss_ce_4: 0.6432 loss_bbox_4: 0.3383 loss_giou_4: 0.5308 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:35] d2.utils.events INFO: eta: 1 day, 10:39:42 iter: 7099 total_loss: 10.07 loss_ce: 0.6479 loss_bbox: 0.354 loss_giou: 0.5276 loss_ce_0: 0.7824 loss_bbox_0: 0.5622 loss_giou_0: 0.7417 loss_ce_1: 0.6977 loss_bbox_1: 0.4129 loss_giou_1: 0.6033 loss_ce_2: 0.6628 loss_bbox_2: 0.3865 loss_giou_2: 0.5556 loss_ce_3: 0.6577 loss_bbox_3: 0.3693 loss_giou_3: 0.5316 loss_ce_4: 0.6429 loss_bbox_4: 0.3647 loss_giou_4: 0.5384 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:40] d2.utils.events INFO: eta: 1 day, 10:39:36 iter: 7119 total_loss: 10.07 loss_ce: 0.6567 loss_bbox: 0.3641 loss_giou: 0.545 loss_ce_0: 0.7935 loss_bbox_0: 0.5658 loss_giou_0: 0.7714 loss_ce_1: 0.6945 loss_bbox_1: 0.4325 loss_giou_1: 0.6227 loss_ce_2: 0.6728 loss_bbox_2: 0.3767 loss_giou_2: 0.5759 loss_ce_3: 0.6527 loss_bbox_3: 0.3589 loss_giou_3: 0.5488 loss_ce_4: 0.6545 loss_bbox_4: 0.3678 loss_giou_4: 0.5443 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:46] d2.utils.events INFO: eta: 1 day, 10:39:50 iter: 7139 total_loss: 10.03 loss_ce: 0.654 loss_bbox: 0.3521 loss_giou: 0.5539 loss_ce_0: 0.7915 loss_bbox_0: 0.5435 loss_giou_0: 0.7901 loss_ce_1: 0.7171 loss_bbox_1: 0.3978 loss_giou_1: 0.6291 loss_ce_2: 0.6656 loss_bbox_2: 0.3693 loss_giou_2: 0.5713 loss_ce_3: 0.6492 loss_bbox_3: 0.3547 loss_giou_3: 0.5625 loss_ce_4: 0.6563 loss_bbox_4: 0.3481 loss_giou_4: 0.556 time: 0.2802 data_time: 0.0191 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:52] d2.utils.events INFO: eta: 1 day, 10:40:15 iter: 7159 total_loss: 10.47 loss_ce: 0.6669 loss_bbox: 0.3471 loss_giou: 0.5361 loss_ce_0: 0.7947 loss_bbox_0: 0.5649 loss_giou_0: 0.8018 loss_ce_1: 0.7145 loss_bbox_1: 0.4243 loss_giou_1: 0.6378 loss_ce_2: 0.6699 loss_bbox_2: 0.3772 loss_giou_2: 0.5788 loss_ce_3: 0.6676 loss_bbox_3: 0.3582 loss_giou_3: 0.554 loss_ce_4: 0.6789 loss_bbox_4: 0.3628 loss_giou_4: 0.5502 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5081M [11/02 13:45:57] d2.utils.events INFO: eta: 1 day, 10:39:39 iter: 7179 total_loss: 9.84 loss_ce: 0.6267 loss_bbox: 0.3261 loss_giou: 0.5378 loss_ce_0: 0.7774 loss_bbox_0: 0.55 loss_giou_0: 0.8023 loss_ce_1: 0.6884 loss_bbox_1: 0.4116 loss_giou_1: 0.6269 loss_ce_2: 0.6521 loss_bbox_2: 0.3601 loss_giou_2: 0.5725 loss_ce_3: 0.6459 loss_bbox_3: 0.3387 loss_giou_3: 0.55 loss_ce_4: 0.6326 loss_bbox_4: 0.3278 loss_giou_4: 0.5458 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5081M [11/02 13:46:03] d2.utils.events INFO: eta: 1 day, 10:39:13 iter: 7199 total_loss: 10.32 loss_ce: 0.6741 loss_bbox: 0.3783 loss_giou: 0.5592 loss_ce_0: 0.7996 loss_bbox_0: 0.5656 loss_giou_0: 0.8027 loss_ce_1: 0.7194 loss_bbox_1: 0.427 loss_giou_1: 0.6437 loss_ce_2: 0.6825 loss_bbox_2: 0.3877 loss_giou_2: 0.5933 loss_ce_3: 0.6647 loss_bbox_3: 0.3833 loss_giou_3: 0.5744 loss_ce_4: 0.671 loss_bbox_4: 0.3756 loss_giou_4: 0.5657 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5081M [11/02 13:46:09] d2.utils.events INFO: eta: 1 day, 10:39:14 iter: 7219 total_loss: 10.4 loss_ce: 0.7173 loss_bbox: 0.3628 loss_giou: 0.5082 loss_ce_0: 0.8314 loss_bbox_0: 0.5782 loss_giou_0: 0.7489 loss_ce_1: 0.7401 loss_bbox_1: 0.4276 loss_giou_1: 0.5802 loss_ce_2: 0.7258 loss_bbox_2: 0.3954 loss_giou_2: 0.5468 loss_ce_3: 0.724 loss_bbox_3: 0.3717 loss_giou_3: 0.5228 loss_ce_4: 0.7184 loss_bbox_4: 0.3688 loss_giou_4: 0.5126 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5081M [11/02 13:46:15] d2.utils.events INFO: eta: 1 day, 10:39:05 iter: 7239 total_loss: 9.847 loss_ce: 0.6206 loss_bbox: 0.3116 loss_giou: 0.5429 loss_ce_0: 0.7681 loss_bbox_0: 0.5311 loss_giou_0: 0.7923 loss_ce_1: 0.6645 loss_bbox_1: 0.3752 loss_giou_1: 0.632 loss_ce_2: 0.6222 loss_bbox_2: 0.3363 loss_giou_2: 0.5667 loss_ce_3: 0.6192 loss_bbox_3: 0.3218 loss_giou_3: 0.5528 loss_ce_4: 0.6151 loss_bbox_4: 0.3212 loss_giou_4: 0.5533 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5081M [11/02 13:46:20] d2.utils.events INFO: eta: 1 day, 10:38:19 iter: 7259 total_loss: 9.992 loss_ce: 0.679 loss_bbox: 0.3226 loss_giou: 0.5206 loss_ce_0: 0.7934 loss_bbox_0: 0.546 loss_giou_0: 0.7635 loss_ce_1: 0.707 loss_bbox_1: 0.3957 loss_giou_1: 0.6095 loss_ce_2: 0.6796 loss_bbox_2: 0.3562 loss_giou_2: 0.5511 loss_ce_3: 0.6724 loss_bbox_3: 0.3386 loss_giou_3: 0.5307 loss_ce_4: 0.6672 loss_bbox_4: 0.332 loss_giou_4: 0.5243 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5081M [11/02 13:46:26] d2.utils.events INFO: eta: 1 day, 10:38:13 iter: 7279 total_loss: 9.804 loss_ce: 0.6424 loss_bbox: 0.3601 loss_giou: 0.4922 loss_ce_0: 0.7942 loss_bbox_0: 0.5741 loss_giou_0: 0.7255 loss_ce_1: 0.687 loss_bbox_1: 0.4172 loss_giou_1: 0.5779 loss_ce_2: 0.6672 loss_bbox_2: 0.3824 loss_giou_2: 0.5346 loss_ce_3: 0.6379 loss_bbox_3: 0.3674 loss_giou_3: 0.5033 loss_ce_4: 0.6334 loss_bbox_4: 0.3514 loss_giou_4: 0.4946 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5081M [11/02 13:46:31] d2.utils.events INFO: eta: 1 day, 10:38:07 iter: 7299 total_loss: 10.05 loss_ce: 0.6424 loss_bbox: 0.3358 loss_giou: 0.5284 loss_ce_0: 0.7808 loss_bbox_0: 0.5367 loss_giou_0: 0.7701 loss_ce_1: 0.6784 loss_bbox_1: 0.4067 loss_giou_1: 0.6091 loss_ce_2: 0.6603 loss_bbox_2: 0.3632 loss_giou_2: 0.5537 loss_ce_3: 0.6444 loss_bbox_3: 0.3526 loss_giou_3: 0.5402 loss_ce_4: 0.6411 loss_bbox_4: 0.3375 loss_giou_4: 0.5285 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5081M [11/02 13:46:37] d2.utils.events INFO: eta: 1 day, 10:38:40 iter: 7319 total_loss: 9.86 loss_ce: 0.6602 loss_bbox: 0.3456 loss_giou: 0.504 loss_ce_0: 0.7743 loss_bbox_0: 0.5499 loss_giou_0: 0.7409 loss_ce_1: 0.693 loss_bbox_1: 0.4026 loss_giou_1: 0.5856 loss_ce_2: 0.6518 loss_bbox_2: 0.369 loss_giou_2: 0.5369 loss_ce_3: 0.6506 loss_bbox_3: 0.3602 loss_giou_3: 0.5195 loss_ce_4: 0.6666 loss_bbox_4: 0.3504 loss_giou_4: 0.5096 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5081M [11/02 13:46:40] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 13:46:41] d2.data.build INFO: Distribution of instances among all 80 categories: | category | #instances | category | #instances | category | #instances | |:-------------:|:-------------|:------------:|:-------------|:-------------:|:-------------| | person | 10777 | bicycle | 314 | car | 1918 | | motorcycle | 367 | airplane | 143 | bus | 283 | | train | 190 | truck | 414 | boat | 424 | | traffic light | 634 | fire hydrant | 101 | stop sign | 75 | | parking meter | 60 | bench | 411 | bird | 427 | | cat | 202 | dog | 218 | horse | 272 | | sheep | 354 | cow | 372 | elephant | 252 | | bear | 71 | zebra | 266 | giraffe | 232 | | backpack | 371 | umbrella | 407 | handbag | 540 | | tie | 252 | suitcase | 299 | frisbee | 115 | | skis | 241 | snowboard | 69 | sports ball | 260 | | kite | 327 | baseball bat | 145 | baseball gl.. | 148 | | skateboard | 179 | surfboard | 267 | tennis racket | 225 | | bottle | 1013 | wine glass | 341 | cup | 895 | | fork | 215 | knife | 325 | spoon | 253 | | bowl | 623 | banana | 370 | apple | 236 | | sandwich | 177 | orange | 285 | broccoli | 312 | | carrot | 365 | hot dog | 125 | pizza | 284 | | donut | 328 | cake | 310 | chair | 1771 | | couch | 261 | potted plant | 342 | bed | 163 | | dining table | 695 | toilet | 179 | tv | 288 | | laptop | 231 | mouse | 106 | remote | 283 | | keyboard | 153 | cell phone | 262 | microwave | 55 | | oven | 143 | toaster | 9 | sink | 225 | | refrigerator | 126 | book | 1129 | clock | 267 | | vase | 274 | scissors | 36 | teddy bear | 190 | | hair drier | 11 | toothbrush | 57 | | | | total | 36335 | | | | | [11/02 13:46:41] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 13:46:41] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 13:46:41] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 13:46:41] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 13:46:41] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 13:46:48] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0020 s/iter. Inference: 0.0585 s/iter. Eval: 0.0004 s/iter. Total: 0.0609 s/iter. ETA=0:00:37 [11/02 13:46:53] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0033 s/iter. Inference: 0.0485 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:27 [11/02 13:46:58] d2.evaluation.evaluator INFO: Inference done 204/625. Dataloading: 0.0029 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:22 [11/02 13:47:03] d2.evaluation.evaluator INFO: Inference done 299/625. Dataloading: 0.0030 s/iter. Inference: 0.0491 s/iter. Eval: 0.0003 s/iter. Total: 0.0525 s/iter. ETA=0:00:17 [11/02 13:47:08] d2.evaluation.evaluator INFO: Inference done 395/625. Dataloading: 0.0030 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:12 [11/02 13:47:13] d2.evaluation.evaluator INFO: Inference done 488/625. Dataloading: 0.0030 s/iter. Inference: 0.0493 s/iter. Eval: 0.0004 s/iter. Total: 0.0527 s/iter. ETA=0:00:07 [11/02 13:47:18] d2.evaluation.evaluator INFO: Inference done 584/625. Dataloading: 0.0030 s/iter. Inference: 0.0493 s/iter. Eval: 0.0004 s/iter. Total: 0.0527 s/iter. ETA=0:00:02 [11/02 13:47:21] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.920002 (0.053097 s / iter per device, on 8 devices) [11/02 13:47:21] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049092 s / iter per device, on 8 devices) [11/02 13:47:25] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 13:47:25] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 13:47:27] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 13:47:30] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 13:47:42] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.49 seconds. [11/02 13:47:42] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 13:47:44] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.32 seconds. [11/02 13:47:44] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:-----:|:------:|:------:| | 19.664 | 35.014 | 19.143 | 8.389 | 21.454 | 28.676 | [11/02 13:47:44] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 34.035 | bicycle | 10.645 | car | 19.539 | | motorcycle | 21.900 | airplane | 45.241 | bus | 42.224 | | train | 39.504 | truck | 16.973 | boat | 7.041 | | traffic light | 10.474 | fire hydrant | 44.845 | stop sign | 35.552 | | parking meter | 30.887 | bench | 9.638 | bird | 18.362 | | cat | 45.497 | dog | 42.768 | horse | 34.098 | | sheep | 27.487 | cow | 32.020 | elephant | 41.719 | | bear | 57.895 | zebra | 45.665 | giraffe | 46.216 | | backpack | 3.520 | umbrella | 11.351 | handbag | 1.446 | | tie | 9.147 | suitcase | 10.482 | frisbee | 38.288 | | skis | 5.890 | snowboard | 11.512 | sports ball | 26.175 | | kite | 17.103 | baseball bat | 6.662 | baseball glove | 17.041 | | skateboard | 21.341 | surfboard | 12.147 | tennis racket | 22.314 | | bottle | 15.670 | wine glass | 11.870 | cup | 18.385 | | fork | 3.585 | knife | 1.179 | spoon | 0.751 | | bowl | 18.586 | banana | 7.372 | apple | 5.392 | | sandwich | 14.275 | orange | 12.675 | broccoli | 6.941 | | carrot | 3.916 | hot dog | 11.476 | pizza | 32.783 | | donut | 17.062 | cake | 11.704 | chair | 7.415 | | couch | 20.135 | potted plant | 6.586 | bed | 27.471 | | dining table | 13.115 | toilet | 38.348 | tv | 31.508 | | laptop | 31.495 | mouse | 28.648 | remote | 6.547 | | keyboard | 19.138 | cell phone | 12.385 | microwave | 25.592 | | oven | 14.496 | toaster | 0.000 | sink | 15.237 | | refrigerator | 21.907 | book | 1.294 | clock | 37.928 | | vase | 17.849 | scissors | 2.998 | teddy bear | 22.003 | | hair drier | 0.000 | toothbrush | 2.791 | | | [11/02 13:47:45] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 13:47:45] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 13:47:45] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 13:47:45] d2.evaluation.testing INFO: copypaste: 19.6644,35.0142,19.1432,8.3888,21.4535,28.6764 [11/02 13:47:47] d2.utils.events INFO: eta: 1 day, 10:38:13 iter: 7339 total_loss: 9.984 loss_ce: 0.6338 loss_bbox: 0.3367 loss_giou: 0.508 loss_ce_0: 0.7969 loss_bbox_0: 0.5536 loss_giou_0: 0.7412 loss_ce_1: 0.7007 loss_bbox_1: 0.4005 loss_giou_1: 0.6023 loss_ce_2: 0.6596 loss_bbox_2: 0.366 loss_giou_2: 0.5477 loss_ce_3: 0.636 loss_bbox_3: 0.3474 loss_giou_3: 0.5229 loss_ce_4: 0.6385 loss_bbox_4: 0.3364 loss_giou_4: 0.512 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5081M [11/02 13:47:53] d2.utils.events INFO: eta: 1 day, 10:39:32 iter: 7359 total_loss: 9.995 loss_ce: 0.6616 loss_bbox: 0.3329 loss_giou: 0.5223 loss_ce_0: 0.8001 loss_bbox_0: 0.5423 loss_giou_0: 0.7863 loss_ce_1: 0.7 loss_bbox_1: 0.4056 loss_giou_1: 0.6416 loss_ce_2: 0.6698 loss_bbox_2: 0.3627 loss_giou_2: 0.5779 loss_ce_3: 0.6609 loss_bbox_3: 0.3424 loss_giou_3: 0.538 loss_ce_4: 0.6523 loss_bbox_4: 0.3399 loss_giou_4: 0.5258 time: 0.2803 data_time: 0.0180 lr: 2.5e-05 max_mem: 5081M [11/02 13:47:59] d2.utils.events INFO: eta: 1 day, 10:39:11 iter: 7379 total_loss: 9.709 loss_ce: 0.6295 loss_bbox: 0.3456 loss_giou: 0.5193 loss_ce_0: 0.7611 loss_bbox_0: 0.5344 loss_giou_0: 0.7217 loss_ce_1: 0.6844 loss_bbox_1: 0.3968 loss_giou_1: 0.5885 loss_ce_2: 0.663 loss_bbox_2: 0.3562 loss_giou_2: 0.5456 loss_ce_3: 0.6301 loss_bbox_3: 0.3559 loss_giou_3: 0.5281 loss_ce_4: 0.623 loss_bbox_4: 0.3449 loss_giou_4: 0.5219 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:04] d2.utils.events INFO: eta: 1 day, 10:37:56 iter: 7399 total_loss: 10.05 loss_ce: 0.6401 loss_bbox: 0.3476 loss_giou: 0.5416 loss_ce_0: 0.7722 loss_bbox_0: 0.5479 loss_giou_0: 0.7792 loss_ce_1: 0.6823 loss_bbox_1: 0.4023 loss_giou_1: 0.6352 loss_ce_2: 0.6587 loss_bbox_2: 0.3751 loss_giou_2: 0.5798 loss_ce_3: 0.6439 loss_bbox_3: 0.3468 loss_giou_3: 0.5513 loss_ce_4: 0.6324 loss_bbox_4: 0.3493 loss_giou_4: 0.5437 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:10] d2.utils.events INFO: eta: 1 day, 10:38:46 iter: 7419 total_loss: 9.701 loss_ce: 0.6667 loss_bbox: 0.3273 loss_giou: 0.4887 loss_ce_0: 0.7709 loss_bbox_0: 0.5518 loss_giou_0: 0.7371 loss_ce_1: 0.6996 loss_bbox_1: 0.3957 loss_giou_1: 0.5734 loss_ce_2: 0.6572 loss_bbox_2: 0.3388 loss_giou_2: 0.5293 loss_ce_3: 0.6611 loss_bbox_3: 0.3306 loss_giou_3: 0.5089 loss_ce_4: 0.6578 loss_bbox_4: 0.3255 loss_giou_4: 0.5021 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:16] d2.utils.events INFO: eta: 1 day, 10:36:58 iter: 7439 total_loss: 9.697 loss_ce: 0.6363 loss_bbox: 0.3447 loss_giou: 0.5536 loss_ce_0: 0.7885 loss_bbox_0: 0.5264 loss_giou_0: 0.7696 loss_ce_1: 0.679 loss_bbox_1: 0.4034 loss_giou_1: 0.6219 loss_ce_2: 0.6485 loss_bbox_2: 0.357 loss_giou_2: 0.5824 loss_ce_3: 0.6224 loss_bbox_3: 0.344 loss_giou_3: 0.5683 loss_ce_4: 0.6283 loss_bbox_4: 0.3392 loss_giou_4: 0.5583 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:22] d2.utils.events INFO: eta: 1 day, 10:36:40 iter: 7459 total_loss: 9.721 loss_ce: 0.6484 loss_bbox: 0.3349 loss_giou: 0.4956 loss_ce_0: 0.7898 loss_bbox_0: 0.5501 loss_giou_0: 0.7109 loss_ce_1: 0.7084 loss_bbox_1: 0.3893 loss_giou_1: 0.5633 loss_ce_2: 0.6633 loss_bbox_2: 0.349 loss_giou_2: 0.5237 loss_ce_3: 0.644 loss_bbox_3: 0.3532 loss_giou_3: 0.5026 loss_ce_4: 0.6493 loss_bbox_4: 0.3421 loss_giou_4: 0.4948 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:27] d2.utils.events INFO: eta: 1 day, 10:36:47 iter: 7479 total_loss: 10.4 loss_ce: 0.649 loss_bbox: 0.3528 loss_giou: 0.5152 loss_ce_0: 0.8015 loss_bbox_0: 0.5719 loss_giou_0: 0.7316 loss_ce_1: 0.6901 loss_bbox_1: 0.4087 loss_giou_1: 0.5895 loss_ce_2: 0.6771 loss_bbox_2: 0.3705 loss_giou_2: 0.5571 loss_ce_3: 0.6637 loss_bbox_3: 0.3593 loss_giou_3: 0.5255 loss_ce_4: 0.6482 loss_bbox_4: 0.3469 loss_giou_4: 0.5134 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:33] d2.utils.events INFO: eta: 1 day, 10:36:52 iter: 7499 total_loss: 9.665 loss_ce: 0.6175 loss_bbox: 0.3361 loss_giou: 0.5107 loss_ce_0: 0.7552 loss_bbox_0: 0.5313 loss_giou_0: 0.7397 loss_ce_1: 0.6558 loss_bbox_1: 0.3888 loss_giou_1: 0.5974 loss_ce_2: 0.6269 loss_bbox_2: 0.3542 loss_giou_2: 0.5366 loss_ce_3: 0.6104 loss_bbox_3: 0.3453 loss_giou_3: 0.5239 loss_ce_4: 0.6198 loss_bbox_4: 0.3377 loss_giou_4: 0.5134 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:39] d2.utils.events INFO: eta: 1 day, 10:36:22 iter: 7519 total_loss: 9.853 loss_ce: 0.6192 loss_bbox: 0.3497 loss_giou: 0.525 loss_ce_0: 0.7775 loss_bbox_0: 0.5314 loss_giou_0: 0.738 loss_ce_1: 0.6803 loss_bbox_1: 0.4071 loss_giou_1: 0.6026 loss_ce_2: 0.6406 loss_bbox_2: 0.3729 loss_giou_2: 0.5471 loss_ce_3: 0.6213 loss_bbox_3: 0.359 loss_giou_3: 0.5327 loss_ce_4: 0.6212 loss_bbox_4: 0.3519 loss_giou_4: 0.5308 time: 0.2803 data_time: 0.0222 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:44] d2.utils.events INFO: eta: 1 day, 10:36:30 iter: 7539 total_loss: 9.565 loss_ce: 0.6332 loss_bbox: 0.3345 loss_giou: 0.514 loss_ce_0: 0.7693 loss_bbox_0: 0.5535 loss_giou_0: 0.7449 loss_ce_1: 0.6878 loss_bbox_1: 0.4149 loss_giou_1: 0.5893 loss_ce_2: 0.6476 loss_bbox_2: 0.3629 loss_giou_2: 0.5454 loss_ce_3: 0.6323 loss_bbox_3: 0.3428 loss_giou_3: 0.5279 loss_ce_4: 0.6315 loss_bbox_4: 0.3349 loss_giou_4: 0.5182 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:50] d2.utils.events INFO: eta: 1 day, 10:37:59 iter: 7559 total_loss: 9.48 loss_ce: 0.6369 loss_bbox: 0.3345 loss_giou: 0.5089 loss_ce_0: 0.7618 loss_bbox_0: 0.5312 loss_giou_0: 0.7084 loss_ce_1: 0.6703 loss_bbox_1: 0.3893 loss_giou_1: 0.5609 loss_ce_2: 0.6382 loss_bbox_2: 0.3544 loss_giou_2: 0.5254 loss_ce_3: 0.6317 loss_bbox_3: 0.3366 loss_giou_3: 0.5063 loss_ce_4: 0.6247 loss_bbox_4: 0.3373 loss_giou_4: 0.5085 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5081M [11/02 13:48:56] d2.utils.events INFO: eta: 1 day, 10:36:45 iter: 7579 total_loss: 9.959 loss_ce: 0.621 loss_bbox: 0.3429 loss_giou: 0.554 loss_ce_0: 0.7706 loss_bbox_0: 0.5453 loss_giou_0: 0.7695 loss_ce_1: 0.6566 loss_bbox_1: 0.402 loss_giou_1: 0.6202 loss_ce_2: 0.6304 loss_bbox_2: 0.3607 loss_giou_2: 0.5681 loss_ce_3: 0.6127 loss_bbox_3: 0.3496 loss_giou_3: 0.5567 loss_ce_4: 0.6138 loss_bbox_4: 0.3371 loss_giou_4: 0.552 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:01] d2.utils.events INFO: eta: 1 day, 10:37:00 iter: 7599 total_loss: 9.606 loss_ce: 0.621 loss_bbox: 0.3367 loss_giou: 0.5163 loss_ce_0: 0.7524 loss_bbox_0: 0.5261 loss_giou_0: 0.7351 loss_ce_1: 0.6671 loss_bbox_1: 0.3952 loss_giou_1: 0.5884 loss_ce_2: 0.6305 loss_bbox_2: 0.3547 loss_giou_2: 0.5371 loss_ce_3: 0.6169 loss_bbox_3: 0.35 loss_giou_3: 0.5215 loss_ce_4: 0.6234 loss_bbox_4: 0.3445 loss_giou_4: 0.5133 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:07] d2.utils.events INFO: eta: 1 day, 10:37:24 iter: 7619 total_loss: 10.37 loss_ce: 0.6537 loss_bbox: 0.3619 loss_giou: 0.5395 loss_ce_0: 0.7791 loss_bbox_0: 0.5623 loss_giou_0: 0.7725 loss_ce_1: 0.7136 loss_bbox_1: 0.4216 loss_giou_1: 0.6127 loss_ce_2: 0.6706 loss_bbox_2: 0.3769 loss_giou_2: 0.5681 loss_ce_3: 0.6479 loss_bbox_3: 0.3737 loss_giou_3: 0.5615 loss_ce_4: 0.6525 loss_bbox_4: 0.364 loss_giou_4: 0.5442 time: 0.2803 data_time: 0.0180 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:13] d2.utils.events INFO: eta: 1 day, 10:36:48 iter: 7639 total_loss: 9.767 loss_ce: 0.6036 loss_bbox: 0.3339 loss_giou: 0.5426 loss_ce_0: 0.7614 loss_bbox_0: 0.5301 loss_giou_0: 0.7808 loss_ce_1: 0.6821 loss_bbox_1: 0.4005 loss_giou_1: 0.6254 loss_ce_2: 0.6439 loss_bbox_2: 0.3556 loss_giou_2: 0.5783 loss_ce_3: 0.6234 loss_bbox_3: 0.3386 loss_giou_3: 0.5626 loss_ce_4: 0.6116 loss_bbox_4: 0.3469 loss_giou_4: 0.5451 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:18] d2.utils.events INFO: eta: 1 day, 10:36:43 iter: 7659 total_loss: 9.886 loss_ce: 0.6425 loss_bbox: 0.3261 loss_giou: 0.5236 loss_ce_0: 0.7696 loss_bbox_0: 0.5578 loss_giou_0: 0.784 loss_ce_1: 0.6903 loss_bbox_1: 0.3949 loss_giou_1: 0.6253 loss_ce_2: 0.6648 loss_bbox_2: 0.3483 loss_giou_2: 0.5569 loss_ce_3: 0.6375 loss_bbox_3: 0.3376 loss_giou_3: 0.541 loss_ce_4: 0.636 loss_bbox_4: 0.3332 loss_giou_4: 0.5334 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:24] d2.utils.events INFO: eta: 1 day, 10:36:17 iter: 7679 total_loss: 9.789 loss_ce: 0.6142 loss_bbox: 0.3477 loss_giou: 0.5089 loss_ce_0: 0.7618 loss_bbox_0: 0.5425 loss_giou_0: 0.7517 loss_ce_1: 0.6737 loss_bbox_1: 0.4125 loss_giou_1: 0.5863 loss_ce_2: 0.6281 loss_bbox_2: 0.3789 loss_giou_2: 0.5411 loss_ce_3: 0.6078 loss_bbox_3: 0.3714 loss_giou_3: 0.5243 loss_ce_4: 0.5996 loss_bbox_4: 0.356 loss_giou_4: 0.5168 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:30] d2.utils.events INFO: eta: 1 day, 10:36:57 iter: 7699 total_loss: 9.697 loss_ce: 0.6067 loss_bbox: 0.3223 loss_giou: 0.5271 loss_ce_0: 0.7624 loss_bbox_0: 0.5363 loss_giou_0: 0.7756 loss_ce_1: 0.6613 loss_bbox_1: 0.4144 loss_giou_1: 0.5956 loss_ce_2: 0.625 loss_bbox_2: 0.359 loss_giou_2: 0.5437 loss_ce_3: 0.6067 loss_bbox_3: 0.3353 loss_giou_3: 0.5277 loss_ce_4: 0.6105 loss_bbox_4: 0.3273 loss_giou_4: 0.5294 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:36] d2.utils.events INFO: eta: 1 day, 10:36:00 iter: 7719 total_loss: 9.641 loss_ce: 0.6116 loss_bbox: 0.3414 loss_giou: 0.5634 loss_ce_0: 0.7523 loss_bbox_0: 0.5341 loss_giou_0: 0.8021 loss_ce_1: 0.6728 loss_bbox_1: 0.3956 loss_giou_1: 0.6393 loss_ce_2: 0.6359 loss_bbox_2: 0.3476 loss_giou_2: 0.5805 loss_ce_3: 0.625 loss_bbox_3: 0.3466 loss_giou_3: 0.5665 loss_ce_4: 0.6147 loss_bbox_4: 0.3425 loss_giou_4: 0.5631 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:41] d2.utils.events INFO: eta: 1 day, 10:35:41 iter: 7739 total_loss: 10.01 loss_ce: 0.6405 loss_bbox: 0.3479 loss_giou: 0.498 loss_ce_0: 0.7871 loss_bbox_0: 0.5584 loss_giou_0: 0.7445 loss_ce_1: 0.6956 loss_bbox_1: 0.4155 loss_giou_1: 0.5812 loss_ce_2: 0.6477 loss_bbox_2: 0.3858 loss_giou_2: 0.53 loss_ce_3: 0.6438 loss_bbox_3: 0.3658 loss_giou_3: 0.5131 loss_ce_4: 0.6299 loss_bbox_4: 0.3578 loss_giou_4: 0.5112 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:47] d2.utils.events INFO: eta: 1 day, 10:36:14 iter: 7759 total_loss: 9.993 loss_ce: 0.6339 loss_bbox: 0.3613 loss_giou: 0.5473 loss_ce_0: 0.7677 loss_bbox_0: 0.5549 loss_giou_0: 0.7989 loss_ce_1: 0.6677 loss_bbox_1: 0.4129 loss_giou_1: 0.6316 loss_ce_2: 0.6396 loss_bbox_2: 0.3742 loss_giou_2: 0.5688 loss_ce_3: 0.632 loss_bbox_3: 0.3765 loss_giou_3: 0.5583 loss_ce_4: 0.6269 loss_bbox_4: 0.3633 loss_giou_4: 0.5472 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:53] d2.utils.events INFO: eta: 1 day, 10:35:55 iter: 7779 total_loss: 9.795 loss_ce: 0.6039 loss_bbox: 0.334 loss_giou: 0.5428 loss_ce_0: 0.7385 loss_bbox_0: 0.5304 loss_giou_0: 0.778 loss_ce_1: 0.6684 loss_bbox_1: 0.3868 loss_giou_1: 0.6018 loss_ce_2: 0.6177 loss_bbox_2: 0.3387 loss_giou_2: 0.5654 loss_ce_3: 0.6092 loss_bbox_3: 0.3263 loss_giou_3: 0.557 loss_ce_4: 0.5993 loss_bbox_4: 0.3169 loss_giou_4: 0.5394 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5081M [11/02 13:49:58] d2.utils.events INFO: eta: 1 day, 10:35:47 iter: 7799 total_loss: 10.01 loss_ce: 0.6411 loss_bbox: 0.3418 loss_giou: 0.5235 loss_ce_0: 0.7896 loss_bbox_0: 0.5558 loss_giou_0: 0.7623 loss_ce_1: 0.7105 loss_bbox_1: 0.4042 loss_giou_1: 0.6003 loss_ce_2: 0.6647 loss_bbox_2: 0.3652 loss_giou_2: 0.5495 loss_ce_3: 0.6471 loss_bbox_3: 0.3465 loss_giou_3: 0.5317 loss_ce_4: 0.6427 loss_bbox_4: 0.3429 loss_giou_4: 0.5234 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:04] d2.utils.events INFO: eta: 1 day, 10:36:33 iter: 7819 total_loss: 9.385 loss_ce: 0.5795 loss_bbox: 0.3111 loss_giou: 0.5238 loss_ce_0: 0.73 loss_bbox_0: 0.5055 loss_giou_0: 0.7693 loss_ce_1: 0.6381 loss_bbox_1: 0.3781 loss_giou_1: 0.6088 loss_ce_2: 0.596 loss_bbox_2: 0.3433 loss_giou_2: 0.5609 loss_ce_3: 0.5874 loss_bbox_3: 0.3171 loss_giou_3: 0.5339 loss_ce_4: 0.5733 loss_bbox_4: 0.3229 loss_giou_4: 0.5322 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:10] d2.utils.events INFO: eta: 1 day, 10:37:19 iter: 7839 total_loss: 9.826 loss_ce: 0.5946 loss_bbox: 0.3605 loss_giou: 0.5193 loss_ce_0: 0.7661 loss_bbox_0: 0.5575 loss_giou_0: 0.7497 loss_ce_1: 0.665 loss_bbox_1: 0.4075 loss_giou_1: 0.6064 loss_ce_2: 0.6283 loss_bbox_2: 0.3701 loss_giou_2: 0.5494 loss_ce_3: 0.5991 loss_bbox_3: 0.3541 loss_giou_3: 0.5281 loss_ce_4: 0.5983 loss_bbox_4: 0.358 loss_giou_4: 0.519 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:16] d2.utils.events INFO: eta: 1 day, 10:37:33 iter: 7859 total_loss: 9.558 loss_ce: 0.6219 loss_bbox: 0.3172 loss_giou: 0.5035 loss_ce_0: 0.7495 loss_bbox_0: 0.5199 loss_giou_0: 0.7256 loss_ce_1: 0.6607 loss_bbox_1: 0.3713 loss_giou_1: 0.5739 loss_ce_2: 0.6206 loss_bbox_2: 0.338 loss_giou_2: 0.5338 loss_ce_3: 0.609 loss_bbox_3: 0.327 loss_giou_3: 0.5096 loss_ce_4: 0.6126 loss_bbox_4: 0.3222 loss_giou_4: 0.5012 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:21] d2.utils.events INFO: eta: 1 day, 10:37:49 iter: 7879 total_loss: 9.763 loss_ce: 0.6181 loss_bbox: 0.3626 loss_giou: 0.5383 loss_ce_0: 0.7476 loss_bbox_0: 0.5499 loss_giou_0: 0.7706 loss_ce_1: 0.6633 loss_bbox_1: 0.4269 loss_giou_1: 0.6195 loss_ce_2: 0.6223 loss_bbox_2: 0.3745 loss_giou_2: 0.5722 loss_ce_3: 0.6154 loss_bbox_3: 0.3649 loss_giou_3: 0.5512 loss_ce_4: 0.6136 loss_bbox_4: 0.3518 loss_giou_4: 0.5447 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:27] d2.utils.events INFO: eta: 1 day, 10:38:02 iter: 7899 total_loss: 9.841 loss_ce: 0.6332 loss_bbox: 0.3332 loss_giou: 0.5205 loss_ce_0: 0.7971 loss_bbox_0: 0.5335 loss_giou_0: 0.734 loss_ce_1: 0.6867 loss_bbox_1: 0.3817 loss_giou_1: 0.5872 loss_ce_2: 0.6437 loss_bbox_2: 0.3456 loss_giou_2: 0.5447 loss_ce_3: 0.6262 loss_bbox_3: 0.3318 loss_giou_3: 0.533 loss_ce_4: 0.6276 loss_bbox_4: 0.337 loss_giou_4: 0.5268 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:33] d2.utils.events INFO: eta: 1 day, 10:38:11 iter: 7919 total_loss: 9.39 loss_ce: 0.6268 loss_bbox: 0.3213 loss_giou: 0.5233 loss_ce_0: 0.7591 loss_bbox_0: 0.5003 loss_giou_0: 0.7256 loss_ce_1: 0.6642 loss_bbox_1: 0.385 loss_giou_1: 0.5994 loss_ce_2: 0.634 loss_bbox_2: 0.3457 loss_giou_2: 0.5515 loss_ce_3: 0.6297 loss_bbox_3: 0.3371 loss_giou_3: 0.5294 loss_ce_4: 0.6209 loss_bbox_4: 0.3238 loss_giou_4: 0.5249 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:38] d2.utils.events INFO: eta: 1 day, 10:38:53 iter: 7939 total_loss: 10.27 loss_ce: 0.669 loss_bbox: 0.3463 loss_giou: 0.5675 loss_ce_0: 0.7875 loss_bbox_0: 0.5714 loss_giou_0: 0.8021 loss_ce_1: 0.6904 loss_bbox_1: 0.4051 loss_giou_1: 0.6534 loss_ce_2: 0.6609 loss_bbox_2: 0.3652 loss_giou_2: 0.5946 loss_ce_3: 0.6535 loss_bbox_3: 0.3541 loss_giou_3: 0.5837 loss_ce_4: 0.6487 loss_bbox_4: 0.344 loss_giou_4: 0.5744 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:44] d2.utils.events INFO: eta: 1 day, 10:38:52 iter: 7959 total_loss: 10.02 loss_ce: 0.6258 loss_bbox: 0.3659 loss_giou: 0.5261 loss_ce_0: 0.7723 loss_bbox_0: 0.5637 loss_giou_0: 0.768 loss_ce_1: 0.6887 loss_bbox_1: 0.424 loss_giou_1: 0.6032 loss_ce_2: 0.6481 loss_bbox_2: 0.3938 loss_giou_2: 0.5572 loss_ce_3: 0.6495 loss_bbox_3: 0.3751 loss_giou_3: 0.5371 loss_ce_4: 0.64 loss_bbox_4: 0.3674 loss_giou_4: 0.5338 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:50] d2.utils.events INFO: eta: 1 day, 10:39:18 iter: 7979 total_loss: 9.712 loss_ce: 0.6554 loss_bbox: 0.3342 loss_giou: 0.5031 loss_ce_0: 0.7447 loss_bbox_0: 0.5376 loss_giou_0: 0.7436 loss_ce_1: 0.6841 loss_bbox_1: 0.4078 loss_giou_1: 0.5946 loss_ce_2: 0.6424 loss_bbox_2: 0.3623 loss_giou_2: 0.5345 loss_ce_3: 0.6355 loss_bbox_3: 0.3456 loss_giou_3: 0.5196 loss_ce_4: 0.6395 loss_bbox_4: 0.3449 loss_giou_4: 0.5112 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5081M [11/02 13:50:56] d2.utils.events INFO: eta: 1 day, 10:39:33 iter: 7999 total_loss: 9.726 loss_ce: 0.6052 loss_bbox: 0.328 loss_giou: 0.5042 loss_ce_0: 0.7422 loss_bbox_0: 0.5285 loss_giou_0: 0.7306 loss_ce_1: 0.6558 loss_bbox_1: 0.3913 loss_giou_1: 0.5824 loss_ce_2: 0.6169 loss_bbox_2: 0.3542 loss_giou_2: 0.5298 loss_ce_3: 0.6062 loss_bbox_3: 0.3378 loss_giou_3: 0.5143 loss_ce_4: 0.6037 loss_bbox_4: 0.3273 loss_giou_4: 0.5143 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:01] d2.utils.events INFO: eta: 1 day, 10:39:28 iter: 8019 total_loss: 10.15 loss_ce: 0.6616 loss_bbox: 0.3506 loss_giou: 0.5498 loss_ce_0: 0.7841 loss_bbox_0: 0.5803 loss_giou_0: 0.7895 loss_ce_1: 0.6935 loss_bbox_1: 0.4279 loss_giou_1: 0.6488 loss_ce_2: 0.6692 loss_bbox_2: 0.3803 loss_giou_2: 0.5876 loss_ce_3: 0.6571 loss_bbox_3: 0.3653 loss_giou_3: 0.5637 loss_ce_4: 0.6488 loss_bbox_4: 0.3561 loss_giou_4: 0.5496 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:07] d2.utils.events INFO: eta: 1 day, 10:39:22 iter: 8039 total_loss: 9.405 loss_ce: 0.6129 loss_bbox: 0.3385 loss_giou: 0.4917 loss_ce_0: 0.7779 loss_bbox_0: 0.5301 loss_giou_0: 0.7402 loss_ce_1: 0.6804 loss_bbox_1: 0.3946 loss_giou_1: 0.5612 loss_ce_2: 0.6392 loss_bbox_2: 0.3495 loss_giou_2: 0.5135 loss_ce_3: 0.6172 loss_bbox_3: 0.3413 loss_giou_3: 0.5028 loss_ce_4: 0.6261 loss_bbox_4: 0.3415 loss_giou_4: 0.4973 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:13] d2.utils.events INFO: eta: 1 day, 10:39:31 iter: 8059 total_loss: 9.799 loss_ce: 0.6355 loss_bbox: 0.3279 loss_giou: 0.526 loss_ce_0: 0.7559 loss_bbox_0: 0.5217 loss_giou_0: 0.7878 loss_ce_1: 0.6863 loss_bbox_1: 0.3803 loss_giou_1: 0.6126 loss_ce_2: 0.6428 loss_bbox_2: 0.346 loss_giou_2: 0.5659 loss_ce_3: 0.6314 loss_bbox_3: 0.3354 loss_giou_3: 0.5437 loss_ce_4: 0.6301 loss_bbox_4: 0.3293 loss_giou_4: 0.5307 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:18] d2.utils.events INFO: eta: 1 day, 10:39:26 iter: 8079 total_loss: 9.868 loss_ce: 0.6328 loss_bbox: 0.3346 loss_giou: 0.5193 loss_ce_0: 0.775 loss_bbox_0: 0.5398 loss_giou_0: 0.7258 loss_ce_1: 0.697 loss_bbox_1: 0.3972 loss_giou_1: 0.5774 loss_ce_2: 0.6533 loss_bbox_2: 0.3622 loss_giou_2: 0.5411 loss_ce_3: 0.6393 loss_bbox_3: 0.342 loss_giou_3: 0.5265 loss_ce_4: 0.6337 loss_bbox_4: 0.3377 loss_giou_4: 0.526 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:24] d2.utils.events INFO: eta: 1 day, 10:39:35 iter: 8099 total_loss: 9.628 loss_ce: 0.6276 loss_bbox: 0.3452 loss_giou: 0.5059 loss_ce_0: 0.748 loss_bbox_0: 0.5514 loss_giou_0: 0.7168 loss_ce_1: 0.672 loss_bbox_1: 0.4088 loss_giou_1: 0.5838 loss_ce_2: 0.6253 loss_bbox_2: 0.3605 loss_giou_2: 0.5242 loss_ce_3: 0.6222 loss_bbox_3: 0.3582 loss_giou_3: 0.5121 loss_ce_4: 0.6212 loss_bbox_4: 0.3534 loss_giou_4: 0.5052 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:30] d2.utils.events INFO: eta: 1 day, 10:39:42 iter: 8119 total_loss: 9.407 loss_ce: 0.5814 loss_bbox: 0.32 loss_giou: 0.5088 loss_ce_0: 0.7507 loss_bbox_0: 0.5069 loss_giou_0: 0.728 loss_ce_1: 0.649 loss_bbox_1: 0.3712 loss_giou_1: 0.5921 loss_ce_2: 0.6214 loss_bbox_2: 0.3292 loss_giou_2: 0.5385 loss_ce_3: 0.5847 loss_bbox_3: 0.3304 loss_giou_3: 0.5246 loss_ce_4: 0.5792 loss_bbox_4: 0.3261 loss_giou_4: 0.5133 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:36] d2.utils.events INFO: eta: 1 day, 10:39:33 iter: 8139 total_loss: 9.932 loss_ce: 0.6413 loss_bbox: 0.3172 loss_giou: 0.5135 loss_ce_0: 0.7686 loss_bbox_0: 0.5387 loss_giou_0: 0.7539 loss_ce_1: 0.6821 loss_bbox_1: 0.3877 loss_giou_1: 0.6197 loss_ce_2: 0.6581 loss_bbox_2: 0.3318 loss_giou_2: 0.5495 loss_ce_3: 0.6448 loss_bbox_3: 0.3273 loss_giou_3: 0.5332 loss_ce_4: 0.6403 loss_bbox_4: 0.325 loss_giou_4: 0.524 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:41] d2.utils.events INFO: eta: 1 day, 10:39:10 iter: 8159 total_loss: 9.364 loss_ce: 0.6026 loss_bbox: 0.3297 loss_giou: 0.5196 loss_ce_0: 0.7446 loss_bbox_0: 0.5218 loss_giou_0: 0.7518 loss_ce_1: 0.6449 loss_bbox_1: 0.3782 loss_giou_1: 0.5928 loss_ce_2: 0.6 loss_bbox_2: 0.3422 loss_giou_2: 0.5414 loss_ce_3: 0.6029 loss_bbox_3: 0.3363 loss_giou_3: 0.5303 loss_ce_4: 0.6059 loss_bbox_4: 0.3304 loss_giou_4: 0.5249 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:47] d2.utils.events INFO: eta: 1 day, 10:38:52 iter: 8179 total_loss: 9.745 loss_ce: 0.6065 loss_bbox: 0.3285 loss_giou: 0.5181 loss_ce_0: 0.7593 loss_bbox_0: 0.5348 loss_giou_0: 0.7449 loss_ce_1: 0.6614 loss_bbox_1: 0.3983 loss_giou_1: 0.5899 loss_ce_2: 0.6325 loss_bbox_2: 0.3606 loss_giou_2: 0.5343 loss_ce_3: 0.6086 loss_bbox_3: 0.3372 loss_giou_3: 0.5224 loss_ce_4: 0.6092 loss_bbox_4: 0.3355 loss_giou_4: 0.5158 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:53] d2.utils.events INFO: eta: 1 day, 10:38:59 iter: 8199 total_loss: 9.283 loss_ce: 0.6235 loss_bbox: 0.3309 loss_giou: 0.4861 loss_ce_0: 0.7766 loss_bbox_0: 0.5234 loss_giou_0: 0.7461 loss_ce_1: 0.6689 loss_bbox_1: 0.3791 loss_giou_1: 0.5604 loss_ce_2: 0.6317 loss_bbox_2: 0.3377 loss_giou_2: 0.512 loss_ce_3: 0.6143 loss_bbox_3: 0.3329 loss_giou_3: 0.4992 loss_ce_4: 0.6057 loss_bbox_4: 0.3249 loss_giou_4: 0.4909 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5081M [11/02 13:51:58] d2.utils.events INFO: eta: 1 day, 10:37:38 iter: 8219 total_loss: 9.308 loss_ce: 0.6065 loss_bbox: 0.3202 loss_giou: 0.4962 loss_ce_0: 0.7274 loss_bbox_0: 0.5104 loss_giou_0: 0.7162 loss_ce_1: 0.6352 loss_bbox_1: 0.3708 loss_giou_1: 0.5649 loss_ce_2: 0.6239 loss_bbox_2: 0.3275 loss_giou_2: 0.5162 loss_ce_3: 0.6102 loss_bbox_3: 0.3244 loss_giou_3: 0.5046 loss_ce_4: 0.5998 loss_bbox_4: 0.3282 loss_giou_4: 0.5027 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5081M [11/02 13:52:04] d2.utils.events INFO: eta: 1 day, 10:37:58 iter: 8239 total_loss: 9.832 loss_ce: 0.6384 loss_bbox: 0.3331 loss_giou: 0.5374 loss_ce_0: 0.7716 loss_bbox_0: 0.5309 loss_giou_0: 0.7588 loss_ce_1: 0.6857 loss_bbox_1: 0.3916 loss_giou_1: 0.6121 loss_ce_2: 0.6556 loss_bbox_2: 0.3474 loss_giou_2: 0.5537 loss_ce_3: 0.6357 loss_bbox_3: 0.3385 loss_giou_3: 0.5442 loss_ce_4: 0.6389 loss_bbox_4: 0.3382 loss_giou_4: 0.5371 time: 0.2804 data_time: 0.0240 lr: 2.5e-05 max_mem: 5081M [11/02 13:52:10] d2.utils.events INFO: eta: 1 day, 10:38:42 iter: 8259 total_loss: 10.18 loss_ce: 0.658 loss_bbox: 0.3623 loss_giou: 0.5362 loss_ce_0: 0.7682 loss_bbox_0: 0.5609 loss_giou_0: 0.7679 loss_ce_1: 0.6902 loss_bbox_1: 0.4118 loss_giou_1: 0.6152 loss_ce_2: 0.6542 loss_bbox_2: 0.3837 loss_giou_2: 0.5613 loss_ce_3: 0.6497 loss_bbox_3: 0.3761 loss_giou_3: 0.5473 loss_ce_4: 0.661 loss_bbox_4: 0.3622 loss_giou_4: 0.5396 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5081M [11/02 13:52:15] d2.utils.events INFO: eta: 1 day, 10:38:29 iter: 8279 total_loss: 9.234 loss_ce: 0.6327 loss_bbox: 0.3344 loss_giou: 0.4837 loss_ce_0: 0.7586 loss_bbox_0: 0.527 loss_giou_0: 0.7237 loss_ce_1: 0.6771 loss_bbox_1: 0.384 loss_giou_1: 0.5575 loss_ce_2: 0.6401 loss_bbox_2: 0.3533 loss_giou_2: 0.504 loss_ce_3: 0.6272 loss_bbox_3: 0.3463 loss_giou_3: 0.484 loss_ce_4: 0.6331 loss_bbox_4: 0.3348 loss_giou_4: 0.4864 time: 0.2804 data_time: 0.0304 lr: 2.5e-05 max_mem: 5081M [11/02 13:52:21] d2.utils.events INFO: eta: 1 day, 10:38:10 iter: 8299 total_loss: 9.213 loss_ce: 0.5894 loss_bbox: 0.3283 loss_giou: 0.4838 loss_ce_0: 0.7452 loss_bbox_0: 0.5366 loss_giou_0: 0.7284 loss_ce_1: 0.6539 loss_bbox_1: 0.3942 loss_giou_1: 0.5579 loss_ce_2: 0.6072 loss_bbox_2: 0.3537 loss_giou_2: 0.5149 loss_ce_3: 0.5994 loss_bbox_3: 0.3425 loss_giou_3: 0.4932 loss_ce_4: 0.5952 loss_bbox_4: 0.3289 loss_giou_4: 0.4881 time: 0.2804 data_time: 0.0292 lr: 2.5e-05 max_mem: 5081M [11/02 13:52:27] d2.utils.events INFO: eta: 1 day, 10:36:35 iter: 8319 total_loss: 9.47 loss_ce: 0.6206 loss_bbox: 0.3391 loss_giou: 0.4994 loss_ce_0: 0.7356 loss_bbox_0: 0.5334 loss_giou_0: 0.7392 loss_ce_1: 0.6581 loss_bbox_1: 0.3906 loss_giou_1: 0.5654 loss_ce_2: 0.6314 loss_bbox_2: 0.3456 loss_giou_2: 0.5242 loss_ce_3: 0.6127 loss_bbox_3: 0.348 loss_giou_3: 0.5123 loss_ce_4: 0.6123 loss_bbox_4: 0.3423 loss_giou_4: 0.4975 time: 0.2804 data_time: 0.0292 lr: 2.5e-05 max_mem: 5115M [11/02 13:52:32] d2.utils.events INFO: eta: 1 day, 10:37:30 iter: 8339 total_loss: 9.891 loss_ce: 0.6399 loss_bbox: 0.3183 loss_giou: 0.5478 loss_ce_0: 0.7558 loss_bbox_0: 0.5433 loss_giou_0: 0.7925 loss_ce_1: 0.678 loss_bbox_1: 0.3955 loss_giou_1: 0.6313 loss_ce_2: 0.6559 loss_bbox_2: 0.3498 loss_giou_2: 0.576 loss_ce_3: 0.6249 loss_bbox_3: 0.3285 loss_giou_3: 0.5588 loss_ce_4: 0.638 loss_bbox_4: 0.3216 loss_giou_4: 0.5554 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5115M [11/02 13:52:38] d2.utils.events INFO: eta: 1 day, 10:36:13 iter: 8359 total_loss: 9.722 loss_ce: 0.6492 loss_bbox: 0.3166 loss_giou: 0.5333 loss_ce_0: 0.7662 loss_bbox_0: 0.5122 loss_giou_0: 0.7714 loss_ce_1: 0.6767 loss_bbox_1: 0.4002 loss_giou_1: 0.6086 loss_ce_2: 0.6363 loss_bbox_2: 0.3495 loss_giou_2: 0.5564 loss_ce_3: 0.6386 loss_bbox_3: 0.3329 loss_giou_3: 0.5416 loss_ce_4: 0.6299 loss_bbox_4: 0.3198 loss_giou_4: 0.5378 time: 0.2804 data_time: 0.0222 lr: 2.5e-05 max_mem: 5115M [11/02 13:52:44] d2.utils.events INFO: eta: 1 day, 10:37:50 iter: 8379 total_loss: 9.775 loss_ce: 0.6122 loss_bbox: 0.3364 loss_giou: 0.5273 loss_ce_0: 0.75 loss_bbox_0: 0.5373 loss_giou_0: 0.7581 loss_ce_1: 0.6656 loss_bbox_1: 0.3997 loss_giou_1: 0.6049 loss_ce_2: 0.6294 loss_bbox_2: 0.3561 loss_giou_2: 0.553 loss_ce_3: 0.6128 loss_bbox_3: 0.3469 loss_giou_3: 0.5325 loss_ce_4: 0.6116 loss_bbox_4: 0.3508 loss_giou_4: 0.5293 time: 0.2804 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 13:52:50] d2.utils.events INFO: eta: 1 day, 10:37:45 iter: 8399 total_loss: 9.251 loss_ce: 0.5953 loss_bbox: 0.3078 loss_giou: 0.5031 loss_ce_0: 0.735 loss_bbox_0: 0.5079 loss_giou_0: 0.7327 loss_ce_1: 0.6386 loss_bbox_1: 0.3814 loss_giou_1: 0.5813 loss_ce_2: 0.6171 loss_bbox_2: 0.3373 loss_giou_2: 0.5303 loss_ce_3: 0.6062 loss_bbox_3: 0.3178 loss_giou_3: 0.5193 loss_ce_4: 0.6018 loss_bbox_4: 0.3119 loss_giou_4: 0.5058 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5115M [11/02 13:52:55] d2.utils.events INFO: eta: 1 day, 10:37:07 iter: 8419 total_loss: 9.463 loss_ce: 0.6116 loss_bbox: 0.3373 loss_giou: 0.4858 loss_ce_0: 0.7494 loss_bbox_0: 0.5411 loss_giou_0: 0.7229 loss_ce_1: 0.6512 loss_bbox_1: 0.3979 loss_giou_1: 0.5748 loss_ce_2: 0.618 loss_bbox_2: 0.3533 loss_giou_2: 0.5143 loss_ce_3: 0.6019 loss_bbox_3: 0.3347 loss_giou_3: 0.4949 loss_ce_4: 0.5974 loss_bbox_4: 0.3292 loss_giou_4: 0.491 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:01] d2.utils.events INFO: eta: 1 day, 10:37:12 iter: 8439 total_loss: 9.273 loss_ce: 0.6405 loss_bbox: 0.3103 loss_giou: 0.5113 loss_ce_0: 0.7834 loss_bbox_0: 0.4948 loss_giou_0: 0.7655 loss_ce_1: 0.6876 loss_bbox_1: 0.3772 loss_giou_1: 0.5925 loss_ce_2: 0.6479 loss_bbox_2: 0.3346 loss_giou_2: 0.5386 loss_ce_3: 0.6531 loss_bbox_3: 0.3167 loss_giou_3: 0.5205 loss_ce_4: 0.6469 loss_bbox_4: 0.3142 loss_giou_4: 0.5089 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:07] d2.utils.events INFO: eta: 1 day, 10:37:28 iter: 8459 total_loss: 9.751 loss_ce: 0.6137 loss_bbox: 0.3159 loss_giou: 0.516 loss_ce_0: 0.7528 loss_bbox_0: 0.546 loss_giou_0: 0.7617 loss_ce_1: 0.6667 loss_bbox_1: 0.3934 loss_giou_1: 0.5983 loss_ce_2: 0.6095 loss_bbox_2: 0.3515 loss_giou_2: 0.5496 loss_ce_3: 0.6033 loss_bbox_3: 0.3318 loss_giou_3: 0.534 loss_ce_4: 0.6059 loss_bbox_4: 0.3246 loss_giou_4: 0.5229 time: 0.2804 data_time: 0.0227 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:12] d2.utils.events INFO: eta: 1 day, 10:37:49 iter: 8479 total_loss: 9.463 loss_ce: 0.5859 loss_bbox: 0.3292 loss_giou: 0.506 loss_ce_0: 0.7341 loss_bbox_0: 0.5278 loss_giou_0: 0.7519 loss_ce_1: 0.646 loss_bbox_1: 0.3849 loss_giou_1: 0.5776 loss_ce_2: 0.5994 loss_bbox_2: 0.3523 loss_giou_2: 0.5347 loss_ce_3: 0.5818 loss_bbox_3: 0.3445 loss_giou_3: 0.5243 loss_ce_4: 0.5793 loss_bbox_4: 0.3317 loss_giou_4: 0.5086 time: 0.2804 data_time: 0.0222 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:18] d2.utils.events INFO: eta: 1 day, 10:37:51 iter: 8499 total_loss: 9.565 loss_ce: 0.5834 loss_bbox: 0.319 loss_giou: 0.5055 loss_ce_0: 0.7318 loss_bbox_0: 0.5089 loss_giou_0: 0.7669 loss_ce_1: 0.6401 loss_bbox_1: 0.367 loss_giou_1: 0.5888 loss_ce_2: 0.5974 loss_bbox_2: 0.3262 loss_giou_2: 0.5352 loss_ce_3: 0.5884 loss_bbox_3: 0.3212 loss_giou_3: 0.5139 loss_ce_4: 0.5886 loss_bbox_4: 0.3161 loss_giou_4: 0.5031 time: 0.2804 data_time: 0.0217 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:24] d2.utils.events INFO: eta: 1 day, 10:38:07 iter: 8519 total_loss: 9.738 loss_ce: 0.6424 loss_bbox: 0.326 loss_giou: 0.5051 loss_ce_0: 0.782 loss_bbox_0: 0.539 loss_giou_0: 0.75 loss_ce_1: 0.6961 loss_bbox_1: 0.3894 loss_giou_1: 0.5907 loss_ce_2: 0.6561 loss_bbox_2: 0.3434 loss_giou_2: 0.5388 loss_ce_3: 0.6308 loss_bbox_3: 0.3336 loss_giou_3: 0.5144 loss_ce_4: 0.6306 loss_bbox_4: 0.3329 loss_giou_4: 0.5138 time: 0.2804 data_time: 0.0258 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:30] d2.utils.events INFO: eta: 1 day, 10:37:59 iter: 8539 total_loss: 9.471 loss_ce: 0.6201 loss_bbox: 0.3646 loss_giou: 0.5007 loss_ce_0: 0.7625 loss_bbox_0: 0.5574 loss_giou_0: 0.7212 loss_ce_1: 0.662 loss_bbox_1: 0.404 loss_giou_1: 0.5665 loss_ce_2: 0.6285 loss_bbox_2: 0.3808 loss_giou_2: 0.5256 loss_ce_3: 0.6107 loss_bbox_3: 0.3687 loss_giou_3: 0.5105 loss_ce_4: 0.6115 loss_bbox_4: 0.3564 loss_giou_4: 0.5069 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:35] d2.utils.events INFO: eta: 1 day, 10:37:34 iter: 8559 total_loss: 9.411 loss_ce: 0.5957 loss_bbox: 0.3111 loss_giou: 0.5132 loss_ce_0: 0.7511 loss_bbox_0: 0.5439 loss_giou_0: 0.7548 loss_ce_1: 0.6559 loss_bbox_1: 0.398 loss_giou_1: 0.5938 loss_ce_2: 0.6224 loss_bbox_2: 0.349 loss_giou_2: 0.545 loss_ce_3: 0.6123 loss_bbox_3: 0.329 loss_giou_3: 0.5271 loss_ce_4: 0.5953 loss_bbox_4: 0.3165 loss_giou_4: 0.5187 time: 0.2804 data_time: 0.0247 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:41] d2.utils.events INFO: eta: 1 day, 10:37:51 iter: 8579 total_loss: 9.779 loss_ce: 0.6205 loss_bbox: 0.3316 loss_giou: 0.5328 loss_ce_0: 0.7534 loss_bbox_0: 0.5365 loss_giou_0: 0.7851 loss_ce_1: 0.646 loss_bbox_1: 0.3974 loss_giou_1: 0.6219 loss_ce_2: 0.616 loss_bbox_2: 0.3591 loss_giou_2: 0.5642 loss_ce_3: 0.6122 loss_bbox_3: 0.345 loss_giou_3: 0.5418 loss_ce_4: 0.6025 loss_bbox_4: 0.3297 loss_giou_4: 0.5304 time: 0.2804 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:47] d2.utils.events INFO: eta: 1 day, 10:38:18 iter: 8599 total_loss: 9.803 loss_ce: 0.662 loss_bbox: 0.318 loss_giou: 0.5032 loss_ce_0: 0.7689 loss_bbox_0: 0.5407 loss_giou_0: 0.7634 loss_ce_1: 0.6922 loss_bbox_1: 0.4065 loss_giou_1: 0.6055 loss_ce_2: 0.6582 loss_bbox_2: 0.3495 loss_giou_2: 0.5358 loss_ce_3: 0.6466 loss_bbox_3: 0.3474 loss_giou_3: 0.5114 loss_ce_4: 0.6435 loss_bbox_4: 0.3344 loss_giou_4: 0.5023 time: 0.2804 data_time: 0.0230 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:53] d2.utils.events INFO: eta: 1 day, 10:38:13 iter: 8619 total_loss: 9.423 loss_ce: 0.667 loss_bbox: 0.3183 loss_giou: 0.5109 loss_ce_0: 0.7797 loss_bbox_0: 0.5253 loss_giou_0: 0.7226 loss_ce_1: 0.6913 loss_bbox_1: 0.3882 loss_giou_1: 0.5946 loss_ce_2: 0.6627 loss_bbox_2: 0.3522 loss_giou_2: 0.5405 loss_ce_3: 0.6509 loss_bbox_3: 0.3344 loss_giou_3: 0.5186 loss_ce_4: 0.6662 loss_bbox_4: 0.3211 loss_giou_4: 0.5142 time: 0.2804 data_time: 0.0304 lr: 2.5e-05 max_mem: 5115M [11/02 13:53:58] d2.utils.events INFO: eta: 1 day, 10:38:15 iter: 8639 total_loss: 9.918 loss_ce: 0.6389 loss_bbox: 0.3237 loss_giou: 0.4925 loss_ce_0: 0.7692 loss_bbox_0: 0.551 loss_giou_0: 0.7236 loss_ce_1: 0.6738 loss_bbox_1: 0.3915 loss_giou_1: 0.5773 loss_ce_2: 0.6432 loss_bbox_2: 0.3596 loss_giou_2: 0.5342 loss_ce_3: 0.6347 loss_bbox_3: 0.3314 loss_giou_3: 0.5137 loss_ce_4: 0.6288 loss_bbox_4: 0.3253 loss_giou_4: 0.4955 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:04] d2.utils.events INFO: eta: 1 day, 10:38:22 iter: 8659 total_loss: 9.109 loss_ce: 0.5715 loss_bbox: 0.3061 loss_giou: 0.4947 loss_ce_0: 0.7262 loss_bbox_0: 0.5024 loss_giou_0: 0.7102 loss_ce_1: 0.6248 loss_bbox_1: 0.3646 loss_giou_1: 0.5586 loss_ce_2: 0.6127 loss_bbox_2: 0.3358 loss_giou_2: 0.5194 loss_ce_3: 0.5845 loss_bbox_3: 0.325 loss_giou_3: 0.4999 loss_ce_4: 0.5786 loss_bbox_4: 0.3158 loss_giou_4: 0.4944 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:10] d2.utils.events INFO: eta: 1 day, 10:38:17 iter: 8679 total_loss: 9.117 loss_ce: 0.6091 loss_bbox: 0.3356 loss_giou: 0.4885 loss_ce_0: 0.7316 loss_bbox_0: 0.5231 loss_giou_0: 0.7504 loss_ce_1: 0.6459 loss_bbox_1: 0.3713 loss_giou_1: 0.5557 loss_ce_2: 0.611 loss_bbox_2: 0.3429 loss_giou_2: 0.5052 loss_ce_3: 0.5933 loss_bbox_3: 0.3378 loss_giou_3: 0.4902 loss_ce_4: 0.6025 loss_bbox_4: 0.3391 loss_giou_4: 0.4857 time: 0.2804 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:15] d2.utils.events INFO: eta: 1 day, 10:37:37 iter: 8699 total_loss: 9.769 loss_ce: 0.6387 loss_bbox: 0.3295 loss_giou: 0.4963 loss_ce_0: 0.7657 loss_bbox_0: 0.5463 loss_giou_0: 0.7258 loss_ce_1: 0.6857 loss_bbox_1: 0.3925 loss_giou_1: 0.5573 loss_ce_2: 0.6597 loss_bbox_2: 0.3535 loss_giou_2: 0.5209 loss_ce_3: 0.6455 loss_bbox_3: 0.3401 loss_giou_3: 0.5035 loss_ce_4: 0.6467 loss_bbox_4: 0.3363 loss_giou_4: 0.4982 time: 0.2804 data_time: 0.0310 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:21] d2.utils.events INFO: eta: 1 day, 10:38:05 iter: 8719 total_loss: 9.831 loss_ce: 0.6177 loss_bbox: 0.3357 loss_giou: 0.51 loss_ce_0: 0.7914 loss_bbox_0: 0.5457 loss_giou_0: 0.7669 loss_ce_1: 0.6672 loss_bbox_1: 0.401 loss_giou_1: 0.5954 loss_ce_2: 0.65 loss_bbox_2: 0.3603 loss_giou_2: 0.5335 loss_ce_3: 0.6206 loss_bbox_3: 0.3401 loss_giou_3: 0.5216 loss_ce_4: 0.6281 loss_bbox_4: 0.3339 loss_giou_4: 0.5183 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:27] d2.utils.events INFO: eta: 1 day, 10:37:47 iter: 8739 total_loss: 9.468 loss_ce: 0.6033 loss_bbox: 0.2986 loss_giou: 0.5116 loss_ce_0: 0.7594 loss_bbox_0: 0.5084 loss_giou_0: 0.7825 loss_ce_1: 0.6579 loss_bbox_1: 0.3648 loss_giou_1: 0.6151 loss_ce_2: 0.6233 loss_bbox_2: 0.3277 loss_giou_2: 0.5484 loss_ce_3: 0.605 loss_bbox_3: 0.3157 loss_giou_3: 0.532 loss_ce_4: 0.602 loss_bbox_4: 0.3093 loss_giou_4: 0.5182 time: 0.2804 data_time: 0.0299 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:32] d2.utils.events INFO: eta: 1 day, 10:37:33 iter: 8759 total_loss: 9.934 loss_ce: 0.6487 loss_bbox: 0.3452 loss_giou: 0.5369 loss_ce_0: 0.759 loss_bbox_0: 0.5436 loss_giou_0: 0.7668 loss_ce_1: 0.6862 loss_bbox_1: 0.3977 loss_giou_1: 0.6204 loss_ce_2: 0.6575 loss_bbox_2: 0.363 loss_giou_2: 0.5779 loss_ce_3: 0.6424 loss_bbox_3: 0.3526 loss_giou_3: 0.5513 loss_ce_4: 0.6377 loss_bbox_4: 0.3463 loss_giou_4: 0.5438 time: 0.2804 data_time: 0.0224 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:38] d2.utils.events INFO: eta: 1 day, 10:37:35 iter: 8779 total_loss: 9.9 loss_ce: 0.6223 loss_bbox: 0.3496 loss_giou: 0.5512 loss_ce_0: 0.7782 loss_bbox_0: 0.5556 loss_giou_0: 0.7887 loss_ce_1: 0.6863 loss_bbox_1: 0.4178 loss_giou_1: 0.6275 loss_ce_2: 0.6454 loss_bbox_2: 0.3766 loss_giou_2: 0.5842 loss_ce_3: 0.6382 loss_bbox_3: 0.3563 loss_giou_3: 0.5579 loss_ce_4: 0.6182 loss_bbox_4: 0.3449 loss_giou_4: 0.5506 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:44] d2.utils.events INFO: eta: 1 day, 10:37:17 iter: 8799 total_loss: 9.552 loss_ce: 0.6035 loss_bbox: 0.317 loss_giou: 0.5272 loss_ce_0: 0.7336 loss_bbox_0: 0.5153 loss_giou_0: 0.7428 loss_ce_1: 0.6472 loss_bbox_1: 0.3793 loss_giou_1: 0.5792 loss_ce_2: 0.614 loss_bbox_2: 0.3479 loss_giou_2: 0.5338 loss_ce_3: 0.6133 loss_bbox_3: 0.3257 loss_giou_3: 0.5241 loss_ce_4: 0.6069 loss_bbox_4: 0.3184 loss_giou_4: 0.5184 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:50] d2.utils.events INFO: eta: 1 day, 10:35:29 iter: 8819 total_loss: 9.532 loss_ce: 0.6083 loss_bbox: 0.3144 loss_giou: 0.5248 loss_ce_0: 0.7268 loss_bbox_0: 0.515 loss_giou_0: 0.7374 loss_ce_1: 0.6531 loss_bbox_1: 0.3712 loss_giou_1: 0.5865 loss_ce_2: 0.6124 loss_bbox_2: 0.3397 loss_giou_2: 0.5389 loss_ce_3: 0.6005 loss_bbox_3: 0.3251 loss_giou_3: 0.5266 loss_ce_4: 0.605 loss_bbox_4: 0.3284 loss_giou_4: 0.5232 time: 0.2804 data_time: 0.0286 lr: 2.5e-05 max_mem: 5115M [11/02 13:54:55] d2.utils.events INFO: eta: 1 day, 10:35:41 iter: 8839 total_loss: 9.811 loss_ce: 0.6051 loss_bbox: 0.3426 loss_giou: 0.5194 loss_ce_0: 0.746 loss_bbox_0: 0.5369 loss_giou_0: 0.7363 loss_ce_1: 0.6569 loss_bbox_1: 0.3971 loss_giou_1: 0.5981 loss_ce_2: 0.6194 loss_bbox_2: 0.3619 loss_giou_2: 0.5523 loss_ce_3: 0.5923 loss_bbox_3: 0.3522 loss_giou_3: 0.5338 loss_ce_4: 0.6129 loss_bbox_4: 0.3502 loss_giou_4: 0.5233 time: 0.2804 data_time: 0.0232 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:01] d2.utils.events INFO: eta: 1 day, 10:34:28 iter: 8859 total_loss: 9.768 loss_ce: 0.6177 loss_bbox: 0.3408 loss_giou: 0.5118 loss_ce_0: 0.7425 loss_bbox_0: 0.5346 loss_giou_0: 0.7301 loss_ce_1: 0.6687 loss_bbox_1: 0.3957 loss_giou_1: 0.5795 loss_ce_2: 0.633 loss_bbox_2: 0.3519 loss_giou_2: 0.5335 loss_ce_3: 0.6146 loss_bbox_3: 0.3417 loss_giou_3: 0.5123 loss_ce_4: 0.6166 loss_bbox_4: 0.3416 loss_giou_4: 0.5142 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:07] d2.utils.events INFO: eta: 1 day, 10:33:18 iter: 8879 total_loss: 9.516 loss_ce: 0.6256 loss_bbox: 0.3228 loss_giou: 0.5026 loss_ce_0: 0.7414 loss_bbox_0: 0.5231 loss_giou_0: 0.7324 loss_ce_1: 0.652 loss_bbox_1: 0.3777 loss_giou_1: 0.58 loss_ce_2: 0.6127 loss_bbox_2: 0.356 loss_giou_2: 0.5327 loss_ce_3: 0.6187 loss_bbox_3: 0.3424 loss_giou_3: 0.5158 loss_ce_4: 0.6055 loss_bbox_4: 0.3309 loss_giou_4: 0.5029 time: 0.2804 data_time: 0.0299 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:12] d2.utils.events INFO: eta: 1 day, 10:33:01 iter: 8899 total_loss: 9.416 loss_ce: 0.6299 loss_bbox: 0.3114 loss_giou: 0.4909 loss_ce_0: 0.7565 loss_bbox_0: 0.549 loss_giou_0: 0.7509 loss_ce_1: 0.6786 loss_bbox_1: 0.3891 loss_giou_1: 0.5726 loss_ce_2: 0.648 loss_bbox_2: 0.3364 loss_giou_2: 0.5154 loss_ce_3: 0.6358 loss_bbox_3: 0.3245 loss_giou_3: 0.4977 loss_ce_4: 0.6294 loss_bbox_4: 0.3146 loss_giou_4: 0.4905 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:18] d2.utils.events INFO: eta: 1 day, 10:32:43 iter: 8919 total_loss: 9.793 loss_ce: 0.6475 loss_bbox: 0.3224 loss_giou: 0.5363 loss_ce_0: 0.7568 loss_bbox_0: 0.5126 loss_giou_0: 0.7626 loss_ce_1: 0.6936 loss_bbox_1: 0.3742 loss_giou_1: 0.6025 loss_ce_2: 0.6501 loss_bbox_2: 0.3487 loss_giou_2: 0.5583 loss_ce_3: 0.6366 loss_bbox_3: 0.3311 loss_giou_3: 0.5419 loss_ce_4: 0.6291 loss_bbox_4: 0.3231 loss_giou_4: 0.5343 time: 0.2804 data_time: 0.0177 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:24] d2.utils.events INFO: eta: 1 day, 10:32:11 iter: 8939 total_loss: 9.707 loss_ce: 0.6142 loss_bbox: 0.3254 loss_giou: 0.5096 loss_ce_0: 0.7397 loss_bbox_0: 0.527 loss_giou_0: 0.7524 loss_ce_1: 0.6711 loss_bbox_1: 0.3893 loss_giou_1: 0.5878 loss_ce_2: 0.6283 loss_bbox_2: 0.349 loss_giou_2: 0.5471 loss_ce_3: 0.5983 loss_bbox_3: 0.3389 loss_giou_3: 0.5252 loss_ce_4: 0.5963 loss_bbox_4: 0.3277 loss_giou_4: 0.5146 time: 0.2804 data_time: 0.0276 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:29] d2.utils.events INFO: eta: 1 day, 10:32:05 iter: 8959 total_loss: 9.647 loss_ce: 0.6071 loss_bbox: 0.3351 loss_giou: 0.501 loss_ce_0: 0.7573 loss_bbox_0: 0.5367 loss_giou_0: 0.7745 loss_ce_1: 0.6722 loss_bbox_1: 0.4055 loss_giou_1: 0.597 loss_ce_2: 0.6178 loss_bbox_2: 0.3696 loss_giou_2: 0.5428 loss_ce_3: 0.6175 loss_bbox_3: 0.3471 loss_giou_3: 0.5169 loss_ce_4: 0.6144 loss_bbox_4: 0.3361 loss_giou_4: 0.5112 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:35] d2.utils.events INFO: eta: 1 day, 10:31:34 iter: 8979 total_loss: 9.419 loss_ce: 0.5804 loss_bbox: 0.3337 loss_giou: 0.5146 loss_ce_0: 0.7353 loss_bbox_0: 0.5079 loss_giou_0: 0.7312 loss_ce_1: 0.6379 loss_bbox_1: 0.3818 loss_giou_1: 0.5939 loss_ce_2: 0.6083 loss_bbox_2: 0.3436 loss_giou_2: 0.5391 loss_ce_3: 0.5904 loss_bbox_3: 0.3328 loss_giou_3: 0.5219 loss_ce_4: 0.5891 loss_bbox_4: 0.3333 loss_giou_4: 0.5172 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:41] d2.utils.events INFO: eta: 1 day, 10:30:58 iter: 8999 total_loss: 9.325 loss_ce: 0.6137 loss_bbox: 0.3265 loss_giou: 0.4839 loss_ce_0: 0.7473 loss_bbox_0: 0.5345 loss_giou_0: 0.7184 loss_ce_1: 0.6802 loss_bbox_1: 0.3977 loss_giou_1: 0.5606 loss_ce_2: 0.6362 loss_bbox_2: 0.3529 loss_giou_2: 0.509 loss_ce_3: 0.6039 loss_bbox_3: 0.3302 loss_giou_3: 0.4914 loss_ce_4: 0.6077 loss_bbox_4: 0.3293 loss_giou_4: 0.4887 time: 0.2804 data_time: 0.0258 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:47] d2.utils.events INFO: eta: 1 day, 10:31:23 iter: 9019 total_loss: 9.562 loss_ce: 0.6266 loss_bbox: 0.3237 loss_giou: 0.4913 loss_ce_0: 0.7392 loss_bbox_0: 0.5279 loss_giou_0: 0.7237 loss_ce_1: 0.6777 loss_bbox_1: 0.4061 loss_giou_1: 0.5749 loss_ce_2: 0.6215 loss_bbox_2: 0.357 loss_giou_2: 0.5207 loss_ce_3: 0.6121 loss_bbox_3: 0.3446 loss_giou_3: 0.4975 loss_ce_4: 0.6129 loss_bbox_4: 0.3353 loss_giou_4: 0.4943 time: 0.2804 data_time: 0.0262 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:52] d2.utils.events INFO: eta: 1 day, 10:31:42 iter: 9039 total_loss: 9.229 loss_ce: 0.6051 loss_bbox: 0.3192 loss_giou: 0.4873 loss_ce_0: 0.7287 loss_bbox_0: 0.5053 loss_giou_0: 0.7379 loss_ce_1: 0.6577 loss_bbox_1: 0.365 loss_giou_1: 0.5517 loss_ce_2: 0.6072 loss_bbox_2: 0.3374 loss_giou_2: 0.5089 loss_ce_3: 0.6083 loss_bbox_3: 0.3238 loss_giou_3: 0.4961 loss_ce_4: 0.5964 loss_bbox_4: 0.3188 loss_giou_4: 0.491 time: 0.2804 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 13:55:58] d2.utils.events INFO: eta: 1 day, 10:31:05 iter: 9059 total_loss: 9.231 loss_ce: 0.6191 loss_bbox: 0.3033 loss_giou: 0.4789 loss_ce_0: 0.7434 loss_bbox_0: 0.5084 loss_giou_0: 0.7102 loss_ce_1: 0.6721 loss_bbox_1: 0.3658 loss_giou_1: 0.5521 loss_ce_2: 0.6321 loss_bbox_2: 0.3286 loss_giou_2: 0.5046 loss_ce_3: 0.6147 loss_bbox_3: 0.3215 loss_giou_3: 0.4876 loss_ce_4: 0.6072 loss_bbox_4: 0.3156 loss_giou_4: 0.4852 time: 0.2805 data_time: 0.0308 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:04] d2.utils.events INFO: eta: 1 day, 10:30:51 iter: 9079 total_loss: 9.597 loss_ce: 0.6029 loss_bbox: 0.3326 loss_giou: 0.4849 loss_ce_0: 0.7392 loss_bbox_0: 0.5362 loss_giou_0: 0.7167 loss_ce_1: 0.6514 loss_bbox_1: 0.391 loss_giou_1: 0.5586 loss_ce_2: 0.6167 loss_bbox_2: 0.3549 loss_giou_2: 0.5145 loss_ce_3: 0.596 loss_bbox_3: 0.3458 loss_giou_3: 0.5024 loss_ce_4: 0.6037 loss_bbox_4: 0.3423 loss_giou_4: 0.4892 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:09] d2.utils.events INFO: eta: 1 day, 10:30:18 iter: 9099 total_loss: 9.503 loss_ce: 0.6251 loss_bbox: 0.3225 loss_giou: 0.4945 loss_ce_0: 0.7603 loss_bbox_0: 0.5457 loss_giou_0: 0.7238 loss_ce_1: 0.6783 loss_bbox_1: 0.3863 loss_giou_1: 0.5704 loss_ce_2: 0.621 loss_bbox_2: 0.3514 loss_giou_2: 0.5191 loss_ce_3: 0.6187 loss_bbox_3: 0.3379 loss_giou_3: 0.5172 loss_ce_4: 0.6191 loss_bbox_4: 0.3322 loss_giou_4: 0.4954 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:15] d2.utils.events INFO: eta: 1 day, 10:29:46 iter: 9119 total_loss: 9.54 loss_ce: 0.6134 loss_bbox: 0.3483 loss_giou: 0.5009 loss_ce_0: 0.7562 loss_bbox_0: 0.5214 loss_giou_0: 0.7547 loss_ce_1: 0.6694 loss_bbox_1: 0.405 loss_giou_1: 0.588 loss_ce_2: 0.6155 loss_bbox_2: 0.3681 loss_giou_2: 0.5305 loss_ce_3: 0.6028 loss_bbox_3: 0.3568 loss_giou_3: 0.5066 loss_ce_4: 0.599 loss_bbox_4: 0.3538 loss_giou_4: 0.4979 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:21] d2.utils.events INFO: eta: 1 day, 10:30:04 iter: 9139 total_loss: 9.323 loss_ce: 0.6287 loss_bbox: 0.3083 loss_giou: 0.4743 loss_ce_0: 0.75 loss_bbox_0: 0.5449 loss_giou_0: 0.7124 loss_ce_1: 0.6724 loss_bbox_1: 0.3861 loss_giou_1: 0.5562 loss_ce_2: 0.6261 loss_bbox_2: 0.3369 loss_giou_2: 0.5008 loss_ce_3: 0.6173 loss_bbox_3: 0.3237 loss_giou_3: 0.4807 loss_ce_4: 0.6178 loss_bbox_4: 0.3224 loss_giou_4: 0.4788 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:26] d2.utils.events INFO: eta: 1 day, 10:30:26 iter: 9159 total_loss: 9.494 loss_ce: 0.608 loss_bbox: 0.3129 loss_giou: 0.5037 loss_ce_0: 0.7391 loss_bbox_0: 0.5193 loss_giou_0: 0.7793 loss_ce_1: 0.6445 loss_bbox_1: 0.3816 loss_giou_1: 0.5956 loss_ce_2: 0.6126 loss_bbox_2: 0.332 loss_giou_2: 0.5328 loss_ce_3: 0.6092 loss_bbox_3: 0.3237 loss_giou_3: 0.5131 loss_ce_4: 0.6111 loss_bbox_4: 0.3185 loss_giou_4: 0.5049 time: 0.2804 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:32] d2.utils.events INFO: eta: 1 day, 10:30:23 iter: 9179 total_loss: 9.705 loss_ce: 0.6303 loss_bbox: 0.3377 loss_giou: 0.4736 loss_ce_0: 0.754 loss_bbox_0: 0.537 loss_giou_0: 0.6663 loss_ce_1: 0.6837 loss_bbox_1: 0.3911 loss_giou_1: 0.5343 loss_ce_2: 0.6575 loss_bbox_2: 0.3472 loss_giou_2: 0.4962 loss_ce_3: 0.6322 loss_bbox_3: 0.3549 loss_giou_3: 0.4797 loss_ce_4: 0.6256 loss_bbox_4: 0.3402 loss_giou_4: 0.4719 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:38] d2.utils.events INFO: eta: 1 day, 10:30:15 iter: 9199 total_loss: 9.242 loss_ce: 0.6007 loss_bbox: 0.3254 loss_giou: 0.4909 loss_ce_0: 0.7182 loss_bbox_0: 0.5224 loss_giou_0: 0.6945 loss_ce_1: 0.6436 loss_bbox_1: 0.384 loss_giou_1: 0.5577 loss_ce_2: 0.6059 loss_bbox_2: 0.3451 loss_giou_2: 0.5184 loss_ce_3: 0.5954 loss_bbox_3: 0.3356 loss_giou_3: 0.5018 loss_ce_4: 0.6034 loss_bbox_4: 0.3217 loss_giou_4: 0.4932 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:43] d2.utils.events INFO: eta: 1 day, 10:30:12 iter: 9219 total_loss: 9.483 loss_ce: 0.5883 loss_bbox: 0.3115 loss_giou: 0.5121 loss_ce_0: 0.7367 loss_bbox_0: 0.5026 loss_giou_0: 0.7506 loss_ce_1: 0.6576 loss_bbox_1: 0.3819 loss_giou_1: 0.5881 loss_ce_2: 0.6126 loss_bbox_2: 0.3454 loss_giou_2: 0.544 loss_ce_3: 0.6017 loss_bbox_3: 0.3195 loss_giou_3: 0.5267 loss_ce_4: 0.586 loss_bbox_4: 0.3162 loss_giou_4: 0.5184 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:49] d2.utils.events INFO: eta: 1 day, 10:30:02 iter: 9239 total_loss: 9.32 loss_ce: 0.5899 loss_bbox: 0.3057 loss_giou: 0.4822 loss_ce_0: 0.7493 loss_bbox_0: 0.5164 loss_giou_0: 0.7288 loss_ce_1: 0.6519 loss_bbox_1: 0.3685 loss_giou_1: 0.5663 loss_ce_2: 0.6193 loss_bbox_2: 0.3324 loss_giou_2: 0.5222 loss_ce_3: 0.5931 loss_bbox_3: 0.3254 loss_giou_3: 0.4996 loss_ce_4: 0.6006 loss_bbox_4: 0.3076 loss_giou_4: 0.4885 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5115M [11/02 13:56:55] d2.utils.events INFO: eta: 1 day, 10:30:33 iter: 9259 total_loss: 9.561 loss_ce: 0.6034 loss_bbox: 0.3396 loss_giou: 0.4992 loss_ce_0: 0.7597 loss_bbox_0: 0.5486 loss_giou_0: 0.7521 loss_ce_1: 0.675 loss_bbox_1: 0.4033 loss_giou_1: 0.5795 loss_ce_2: 0.6271 loss_bbox_2: 0.3718 loss_giou_2: 0.5302 loss_ce_3: 0.6127 loss_bbox_3: 0.3542 loss_giou_3: 0.5174 loss_ce_4: 0.6104 loss_bbox_4: 0.3564 loss_giou_4: 0.5061 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:01] d2.utils.events INFO: eta: 1 day, 10:31:32 iter: 9279 total_loss: 9.552 loss_ce: 0.5941 loss_bbox: 0.3286 loss_giou: 0.5039 loss_ce_0: 0.7401 loss_bbox_0: 0.5264 loss_giou_0: 0.7114 loss_ce_1: 0.6654 loss_bbox_1: 0.3912 loss_giou_1: 0.575 loss_ce_2: 0.6253 loss_bbox_2: 0.3568 loss_giou_2: 0.5298 loss_ce_3: 0.6104 loss_bbox_3: 0.3385 loss_giou_3: 0.5072 loss_ce_4: 0.6111 loss_bbox_4: 0.3297 loss_giou_4: 0.4997 time: 0.2805 data_time: 0.0276 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:06] d2.utils.events INFO: eta: 1 day, 10:31:20 iter: 9299 total_loss: 9.234 loss_ce: 0.5966 loss_bbox: 0.3272 loss_giou: 0.4832 loss_ce_0: 0.7447 loss_bbox_0: 0.5059 loss_giou_0: 0.6928 loss_ce_1: 0.6625 loss_bbox_1: 0.3742 loss_giou_1: 0.5605 loss_ce_2: 0.6166 loss_bbox_2: 0.34 loss_giou_2: 0.5107 loss_ce_3: 0.6033 loss_bbox_3: 0.3386 loss_giou_3: 0.4935 loss_ce_4: 0.6051 loss_bbox_4: 0.3268 loss_giou_4: 0.4938 time: 0.2805 data_time: 0.0211 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:12] d2.utils.events INFO: eta: 1 day, 10:31:14 iter: 9319 total_loss: 9.189 loss_ce: 0.5846 loss_bbox: 0.314 loss_giou: 0.4716 loss_ce_0: 0.7476 loss_bbox_0: 0.5243 loss_giou_0: 0.7089 loss_ce_1: 0.6542 loss_bbox_1: 0.3904 loss_giou_1: 0.5599 loss_ce_2: 0.6096 loss_bbox_2: 0.3394 loss_giou_2: 0.5047 loss_ce_3: 0.5894 loss_bbox_3: 0.3329 loss_giou_3: 0.4892 loss_ce_4: 0.5969 loss_bbox_4: 0.3163 loss_giou_4: 0.476 time: 0.2805 data_time: 0.0187 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:18] d2.utils.events INFO: eta: 1 day, 10:31:11 iter: 9339 total_loss: 9.224 loss_ce: 0.6067 loss_bbox: 0.3201 loss_giou: 0.4828 loss_ce_0: 0.74 loss_bbox_0: 0.5153 loss_giou_0: 0.7073 loss_ce_1: 0.658 loss_bbox_1: 0.3754 loss_giou_1: 0.568 loss_ce_2: 0.6271 loss_bbox_2: 0.3363 loss_giou_2: 0.5142 loss_ce_3: 0.6149 loss_bbox_3: 0.3284 loss_giou_3: 0.4926 loss_ce_4: 0.6103 loss_bbox_4: 0.3282 loss_giou_4: 0.4848 time: 0.2805 data_time: 0.0260 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:23] d2.utils.events INFO: eta: 1 day, 10:30:44 iter: 9359 total_loss: 9.449 loss_ce: 0.594 loss_bbox: 0.3113 loss_giou: 0.4988 loss_ce_0: 0.7198 loss_bbox_0: 0.5088 loss_giou_0: 0.7248 loss_ce_1: 0.6513 loss_bbox_1: 0.3611 loss_giou_1: 0.5694 loss_ce_2: 0.6067 loss_bbox_2: 0.3316 loss_giou_2: 0.5216 loss_ce_3: 0.5957 loss_bbox_3: 0.3214 loss_giou_3: 0.5022 loss_ce_4: 0.5933 loss_bbox_4: 0.3141 loss_giou_4: 0.4956 time: 0.2805 data_time: 0.0287 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:29] d2.utils.events INFO: eta: 1 day, 10:30:15 iter: 9379 total_loss: 9.292 loss_ce: 0.5791 loss_bbox: 0.2901 loss_giou: 0.5274 loss_ce_0: 0.7383 loss_bbox_0: 0.4846 loss_giou_0: 0.7718 loss_ce_1: 0.6438 loss_bbox_1: 0.3446 loss_giou_1: 0.5977 loss_ce_2: 0.5958 loss_bbox_2: 0.3132 loss_giou_2: 0.5458 loss_ce_3: 0.5851 loss_bbox_3: 0.2916 loss_giou_3: 0.531 loss_ce_4: 0.5873 loss_bbox_4: 0.2867 loss_giou_4: 0.5226 time: 0.2805 data_time: 0.0200 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:35] d2.utils.events INFO: eta: 1 day, 10:31:05 iter: 9399 total_loss: 9.46 loss_ce: 0.5904 loss_bbox: 0.3254 loss_giou: 0.5029 loss_ce_0: 0.7342 loss_bbox_0: 0.521 loss_giou_0: 0.7476 loss_ce_1: 0.6359 loss_bbox_1: 0.3719 loss_giou_1: 0.5766 loss_ce_2: 0.6146 loss_bbox_2: 0.3323 loss_giou_2: 0.5314 loss_ce_3: 0.5902 loss_bbox_3: 0.3243 loss_giou_3: 0.5166 loss_ce_4: 0.5937 loss_bbox_4: 0.3244 loss_giou_4: 0.5077 time: 0.2805 data_time: 0.0279 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:41] d2.utils.events INFO: eta: 1 day, 10:31:00 iter: 9419 total_loss: 9.68 loss_ce: 0.6336 loss_bbox: 0.3349 loss_giou: 0.5107 loss_ce_0: 0.7869 loss_bbox_0: 0.5492 loss_giou_0: 0.7651 loss_ce_1: 0.6632 loss_bbox_1: 0.3918 loss_giou_1: 0.604 loss_ce_2: 0.6313 loss_bbox_2: 0.3545 loss_giou_2: 0.5505 loss_ce_3: 0.6204 loss_bbox_3: 0.3528 loss_giou_3: 0.5296 loss_ce_4: 0.6174 loss_bbox_4: 0.3324 loss_giou_4: 0.5146 time: 0.2805 data_time: 0.0303 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:46] d2.utils.events INFO: eta: 1 day, 10:31:58 iter: 9439 total_loss: 9.592 loss_ce: 0.5991 loss_bbox: 0.3344 loss_giou: 0.5128 loss_ce_0: 0.7526 loss_bbox_0: 0.54 loss_giou_0: 0.7574 loss_ce_1: 0.6634 loss_bbox_1: 0.4028 loss_giou_1: 0.5925 loss_ce_2: 0.6122 loss_bbox_2: 0.3602 loss_giou_2: 0.5445 loss_ce_3: 0.6168 loss_bbox_3: 0.345 loss_giou_3: 0.5252 loss_ce_4: 0.6066 loss_bbox_4: 0.3361 loss_giou_4: 0.508 time: 0.2805 data_time: 0.0254 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:52] d2.utils.events INFO: eta: 1 day, 10:31:34 iter: 9459 total_loss: 9.693 loss_ce: 0.6458 loss_bbox: 0.3459 loss_giou: 0.5391 loss_ce_0: 0.7689 loss_bbox_0: 0.5426 loss_giou_0: 0.7479 loss_ce_1: 0.6896 loss_bbox_1: 0.4085 loss_giou_1: 0.6087 loss_ce_2: 0.6381 loss_bbox_2: 0.3705 loss_giou_2: 0.5602 loss_ce_3: 0.648 loss_bbox_3: 0.3563 loss_giou_3: 0.5418 loss_ce_4: 0.6451 loss_bbox_4: 0.3481 loss_giou_4: 0.5367 time: 0.2805 data_time: 0.0237 lr: 2.5e-05 max_mem: 5115M [11/02 13:57:58] d2.utils.events INFO: eta: 1 day, 10:30:54 iter: 9479 total_loss: 9.957 loss_ce: 0.6192 loss_bbox: 0.3409 loss_giou: 0.512 loss_ce_0: 0.7582 loss_bbox_0: 0.5583 loss_giou_0: 0.752 loss_ce_1: 0.6776 loss_bbox_1: 0.3967 loss_giou_1: 0.589 loss_ce_2: 0.6427 loss_bbox_2: 0.3651 loss_giou_2: 0.5404 loss_ce_3: 0.6034 loss_bbox_3: 0.3391 loss_giou_3: 0.5217 loss_ce_4: 0.626 loss_bbox_4: 0.34 loss_giou_4: 0.5178 time: 0.2805 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:03] d2.utils.events INFO: eta: 1 day, 10:31:22 iter: 9499 total_loss: 9.732 loss_ce: 0.6225 loss_bbox: 0.322 loss_giou: 0.5207 loss_ce_0: 0.7482 loss_bbox_0: 0.5329 loss_giou_0: 0.7438 loss_ce_1: 0.6748 loss_bbox_1: 0.3848 loss_giou_1: 0.5963 loss_ce_2: 0.6235 loss_bbox_2: 0.3446 loss_giou_2: 0.5451 loss_ce_3: 0.6162 loss_bbox_3: 0.333 loss_giou_3: 0.5346 loss_ce_4: 0.6148 loss_bbox_4: 0.3258 loss_giou_4: 0.5324 time: 0.2805 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:09] d2.utils.events INFO: eta: 1 day, 10:30:55 iter: 9519 total_loss: 9.423 loss_ce: 0.6069 loss_bbox: 0.3264 loss_giou: 0.498 loss_ce_0: 0.7534 loss_bbox_0: 0.5269 loss_giou_0: 0.6976 loss_ce_1: 0.6434 loss_bbox_1: 0.3802 loss_giou_1: 0.5622 loss_ce_2: 0.6165 loss_bbox_2: 0.3551 loss_giou_2: 0.5181 loss_ce_3: 0.603 loss_bbox_3: 0.3396 loss_giou_3: 0.5063 loss_ce_4: 0.6071 loss_bbox_4: 0.3266 loss_giou_4: 0.4988 time: 0.2805 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:15] d2.utils.events INFO: eta: 1 day, 10:30:14 iter: 9539 total_loss: 9.208 loss_ce: 0.5827 loss_bbox: 0.318 loss_giou: 0.5034 loss_ce_0: 0.7331 loss_bbox_0: 0.5087 loss_giou_0: 0.7136 loss_ce_1: 0.6558 loss_bbox_1: 0.3792 loss_giou_1: 0.5682 loss_ce_2: 0.6008 loss_bbox_2: 0.345 loss_giou_2: 0.5151 loss_ce_3: 0.5961 loss_bbox_3: 0.3212 loss_giou_3: 0.501 loss_ce_4: 0.5777 loss_bbox_4: 0.3169 loss_giou_4: 0.4941 time: 0.2805 data_time: 0.0283 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:20] d2.utils.events INFO: eta: 1 day, 10:30:09 iter: 9559 total_loss: 9.578 loss_ce: 0.6084 loss_bbox: 0.323 loss_giou: 0.5145 loss_ce_0: 0.7431 loss_bbox_0: 0.527 loss_giou_0: 0.7525 loss_ce_1: 0.6573 loss_bbox_1: 0.3913 loss_giou_1: 0.5982 loss_ce_2: 0.6145 loss_bbox_2: 0.349 loss_giou_2: 0.5345 loss_ce_3: 0.6099 loss_bbox_3: 0.3379 loss_giou_3: 0.5267 loss_ce_4: 0.592 loss_bbox_4: 0.3265 loss_giou_4: 0.5169 time: 0.2805 data_time: 0.0314 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:26] d2.utils.events INFO: eta: 1 day, 10:30:26 iter: 9579 total_loss: 9.783 loss_ce: 0.6493 loss_bbox: 0.3554 loss_giou: 0.4995 loss_ce_0: 0.7438 loss_bbox_0: 0.559 loss_giou_0: 0.721 loss_ce_1: 0.6783 loss_bbox_1: 0.4277 loss_giou_1: 0.5782 loss_ce_2: 0.6546 loss_bbox_2: 0.3866 loss_giou_2: 0.5258 loss_ce_3: 0.6346 loss_bbox_3: 0.371 loss_giou_3: 0.5247 loss_ce_4: 0.6353 loss_bbox_4: 0.3567 loss_giou_4: 0.5005 time: 0.2805 data_time: 0.0277 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:32] d2.utils.events INFO: eta: 1 day, 10:30:09 iter: 9599 total_loss: 9.572 loss_ce: 0.6022 loss_bbox: 0.3402 loss_giou: 0.4821 loss_ce_0: 0.7437 loss_bbox_0: 0.5366 loss_giou_0: 0.7107 loss_ce_1: 0.6567 loss_bbox_1: 0.4021 loss_giou_1: 0.55 loss_ce_2: 0.6194 loss_bbox_2: 0.3663 loss_giou_2: 0.5151 loss_ce_3: 0.6086 loss_bbox_3: 0.343 loss_giou_3: 0.4971 loss_ce_4: 0.6116 loss_bbox_4: 0.3366 loss_giou_4: 0.4919 time: 0.2805 data_time: 0.0236 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:38] d2.utils.events INFO: eta: 1 day, 10:30:03 iter: 9619 total_loss: 9.541 loss_ce: 0.577 loss_bbox: 0.322 loss_giou: 0.517 loss_ce_0: 0.7381 loss_bbox_0: 0.5319 loss_giou_0: 0.7566 loss_ce_1: 0.6449 loss_bbox_1: 0.3821 loss_giou_1: 0.5893 loss_ce_2: 0.596 loss_bbox_2: 0.3435 loss_giou_2: 0.5325 loss_ce_3: 0.5788 loss_bbox_3: 0.3336 loss_giou_3: 0.5195 loss_ce_4: 0.5774 loss_bbox_4: 0.323 loss_giou_4: 0.5185 time: 0.2805 data_time: 0.0263 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:43] d2.utils.events INFO: eta: 1 day, 10:30:27 iter: 9639 total_loss: 8.916 loss_ce: 0.5908 loss_bbox: 0.304 loss_giou: 0.4715 loss_ce_0: 0.7384 loss_bbox_0: 0.5038 loss_giou_0: 0.6978 loss_ce_1: 0.647 loss_bbox_1: 0.3614 loss_giou_1: 0.5436 loss_ce_2: 0.6059 loss_bbox_2: 0.3196 loss_giou_2: 0.4889 loss_ce_3: 0.5854 loss_bbox_3: 0.3022 loss_giou_3: 0.4718 loss_ce_4: 0.5911 loss_bbox_4: 0.3037 loss_giou_4: 0.4686 time: 0.2805 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:49] d2.utils.events INFO: eta: 1 day, 10:30:21 iter: 9659 total_loss: 9.1 loss_ce: 0.582 loss_bbox: 0.3194 loss_giou: 0.4804 loss_ce_0: 0.7334 loss_bbox_0: 0.5168 loss_giou_0: 0.7143 loss_ce_1: 0.6275 loss_bbox_1: 0.3708 loss_giou_1: 0.5532 loss_ce_2: 0.6018 loss_bbox_2: 0.3464 loss_giou_2: 0.5086 loss_ce_3: 0.5855 loss_bbox_3: 0.337 loss_giou_3: 0.489 loss_ce_4: 0.5751 loss_bbox_4: 0.3136 loss_giou_4: 0.4788 time: 0.2805 data_time: 0.0291 lr: 2.5e-05 max_mem: 5115M [11/02 13:58:55] d2.utils.events INFO: eta: 1 day, 10:30:16 iter: 9679 total_loss: 9.38 loss_ce: 0.6016 loss_bbox: 0.3155 loss_giou: 0.4945 loss_ce_0: 0.7509 loss_bbox_0: 0.5146 loss_giou_0: 0.741 loss_ce_1: 0.6577 loss_bbox_1: 0.3795 loss_giou_1: 0.5782 loss_ce_2: 0.6268 loss_bbox_2: 0.343 loss_giou_2: 0.519 loss_ce_3: 0.6056 loss_bbox_3: 0.3315 loss_giou_3: 0.505 loss_ce_4: 0.6046 loss_bbox_4: 0.3229 loss_giou_4: 0.4998 time: 0.2805 data_time: 0.0321 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:00] d2.utils.events INFO: eta: 1 day, 10:30:23 iter: 9699 total_loss: 9.089 loss_ce: 0.5829 loss_bbox: 0.3125 loss_giou: 0.5027 loss_ce_0: 0.728 loss_bbox_0: 0.5057 loss_giou_0: 0.7265 loss_ce_1: 0.6444 loss_bbox_1: 0.3699 loss_giou_1: 0.5721 loss_ce_2: 0.6098 loss_bbox_2: 0.3302 loss_giou_2: 0.5146 loss_ce_3: 0.59 loss_bbox_3: 0.3124 loss_giou_3: 0.4945 loss_ce_4: 0.5841 loss_bbox_4: 0.3133 loss_giou_4: 0.4957 time: 0.2805 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:06] d2.utils.events INFO: eta: 1 day, 10:30:05 iter: 9719 total_loss: 8.833 loss_ce: 0.5711 loss_bbox: 0.3032 loss_giou: 0.468 loss_ce_0: 0.7142 loss_bbox_0: 0.5216 loss_giou_0: 0.7048 loss_ce_1: 0.6095 loss_bbox_1: 0.3695 loss_giou_1: 0.5384 loss_ce_2: 0.5884 loss_bbox_2: 0.339 loss_giou_2: 0.4926 loss_ce_3: 0.5658 loss_bbox_3: 0.3164 loss_giou_3: 0.4754 loss_ce_4: 0.5709 loss_bbox_4: 0.3068 loss_giou_4: 0.4688 time: 0.2805 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:12] d2.utils.events INFO: eta: 1 day, 10:30:53 iter: 9739 total_loss: 9.147 loss_ce: 0.5893 loss_bbox: 0.2951 loss_giou: 0.5006 loss_ce_0: 0.7267 loss_bbox_0: 0.4812 loss_giou_0: 0.7313 loss_ce_1: 0.6254 loss_bbox_1: 0.3583 loss_giou_1: 0.5868 loss_ce_2: 0.5933 loss_bbox_2: 0.3218 loss_giou_2: 0.5241 loss_ce_3: 0.5778 loss_bbox_3: 0.3015 loss_giou_3: 0.5084 loss_ce_4: 0.5827 loss_bbox_4: 0.3018 loss_giou_4: 0.5046 time: 0.2805 data_time: 0.0290 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:17] d2.utils.events INFO: eta: 1 day, 10:30:35 iter: 9759 total_loss: 9.467 loss_ce: 0.6142 loss_bbox: 0.3269 loss_giou: 0.4715 loss_ce_0: 0.7453 loss_bbox_0: 0.5214 loss_giou_0: 0.6999 loss_ce_1: 0.6576 loss_bbox_1: 0.3898 loss_giou_1: 0.54 loss_ce_2: 0.6162 loss_bbox_2: 0.3423 loss_giou_2: 0.4974 loss_ce_3: 0.6126 loss_bbox_3: 0.3302 loss_giou_3: 0.4762 loss_ce_4: 0.6123 loss_bbox_4: 0.3249 loss_giou_4: 0.4729 time: 0.2805 data_time: 0.0288 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:23] d2.utils.events INFO: eta: 1 day, 10:29:55 iter: 9779 total_loss: 8.955 loss_ce: 0.5853 loss_bbox: 0.3125 loss_giou: 0.4737 loss_ce_0: 0.7278 loss_bbox_0: 0.5143 loss_giou_0: 0.7102 loss_ce_1: 0.6228 loss_bbox_1: 0.38 loss_giou_1: 0.5436 loss_ce_2: 0.5932 loss_bbox_2: 0.3375 loss_giou_2: 0.4847 loss_ce_3: 0.5785 loss_bbox_3: 0.3226 loss_giou_3: 0.4759 loss_ce_4: 0.58 loss_bbox_4: 0.3155 loss_giou_4: 0.4756 time: 0.2805 data_time: 0.0282 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:29] d2.utils.events INFO: eta: 1 day, 10:29:49 iter: 9799 total_loss: 9.359 loss_ce: 0.5819 loss_bbox: 0.3171 loss_giou: 0.5081 loss_ce_0: 0.736 loss_bbox_0: 0.5174 loss_giou_0: 0.7299 loss_ce_1: 0.637 loss_bbox_1: 0.3764 loss_giou_1: 0.5831 loss_ce_2: 0.6 loss_bbox_2: 0.3402 loss_giou_2: 0.52 loss_ce_3: 0.5898 loss_bbox_3: 0.3323 loss_giou_3: 0.5167 loss_ce_4: 0.5844 loss_bbox_4: 0.324 loss_giou_4: 0.5102 time: 0.2805 data_time: 0.0267 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:34] d2.utils.events INFO: eta: 1 day, 10:29:49 iter: 9819 total_loss: 9.197 loss_ce: 0.5874 loss_bbox: 0.3109 loss_giou: 0.4967 loss_ce_0: 0.7366 loss_bbox_0: 0.5078 loss_giou_0: 0.7202 loss_ce_1: 0.6306 loss_bbox_1: 0.3717 loss_giou_1: 0.5722 loss_ce_2: 0.6071 loss_bbox_2: 0.3342 loss_giou_2: 0.5199 loss_ce_3: 0.5803 loss_bbox_3: 0.3188 loss_giou_3: 0.4985 loss_ce_4: 0.5717 loss_bbox_4: 0.3145 loss_giou_4: 0.4917 time: 0.2805 data_time: 0.0284 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:40] d2.utils.events INFO: eta: 1 day, 10:29:17 iter: 9839 total_loss: 9.234 loss_ce: 0.6035 loss_bbox: 0.327 loss_giou: 0.484 loss_ce_0: 0.7403 loss_bbox_0: 0.5338 loss_giou_0: 0.7134 loss_ce_1: 0.6518 loss_bbox_1: 0.375 loss_giou_1: 0.5594 loss_ce_2: 0.6287 loss_bbox_2: 0.347 loss_giou_2: 0.5064 loss_ce_3: 0.6104 loss_bbox_3: 0.3426 loss_giou_3: 0.497 loss_ce_4: 0.6005 loss_bbox_4: 0.3316 loss_giou_4: 0.4915 time: 0.2805 data_time: 0.0221 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:46] d2.utils.events INFO: eta: 1 day, 10:29:52 iter: 9859 total_loss: 9.011 loss_ce: 0.5751 loss_bbox: 0.303 loss_giou: 0.4655 loss_ce_0: 0.7179 loss_bbox_0: 0.4898 loss_giou_0: 0.6885 loss_ce_1: 0.6144 loss_bbox_1: 0.349 loss_giou_1: 0.537 loss_ce_2: 0.5965 loss_bbox_2: 0.3107 loss_giou_2: 0.4916 loss_ce_3: 0.5716 loss_bbox_3: 0.3072 loss_giou_3: 0.4792 loss_ce_4: 0.5695 loss_bbox_4: 0.302 loss_giou_4: 0.4666 time: 0.2805 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:52] d2.utils.events INFO: eta: 1 day, 10:30:26 iter: 9879 total_loss: 9.386 loss_ce: 0.5895 loss_bbox: 0.323 loss_giou: 0.4979 loss_ce_0: 0.7405 loss_bbox_0: 0.5336 loss_giou_0: 0.7344 loss_ce_1: 0.6374 loss_bbox_1: 0.3798 loss_giou_1: 0.5686 loss_ce_2: 0.5981 loss_bbox_2: 0.337 loss_giou_2: 0.5189 loss_ce_3: 0.5831 loss_bbox_3: 0.3299 loss_giou_3: 0.5025 loss_ce_4: 0.5847 loss_bbox_4: 0.3256 loss_giou_4: 0.505 time: 0.2805 data_time: 0.0235 lr: 2.5e-05 max_mem: 5115M [11/02 13:59:57] d2.utils.events INFO: eta: 1 day, 10:31:00 iter: 9899 total_loss: 9.929 loss_ce: 0.6337 loss_bbox: 0.3397 loss_giou: 0.5166 loss_ce_0: 0.7732 loss_bbox_0: 0.535 loss_giou_0: 0.7666 loss_ce_1: 0.6921 loss_bbox_1: 0.3989 loss_giou_1: 0.5961 loss_ce_2: 0.6756 loss_bbox_2: 0.3569 loss_giou_2: 0.543 loss_ce_3: 0.6434 loss_bbox_3: 0.3504 loss_giou_3: 0.5224 loss_ce_4: 0.636 loss_bbox_4: 0.3396 loss_giou_4: 0.5144 time: 0.2805 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:03] d2.utils.events INFO: eta: 1 day, 10:30:25 iter: 9919 total_loss: 9.219 loss_ce: 0.5898 loss_bbox: 0.3069 loss_giou: 0.4923 loss_ce_0: 0.7433 loss_bbox_0: 0.5073 loss_giou_0: 0.7343 loss_ce_1: 0.6441 loss_bbox_1: 0.3699 loss_giou_1: 0.5653 loss_ce_2: 0.6021 loss_bbox_2: 0.3234 loss_giou_2: 0.5165 loss_ce_3: 0.5845 loss_bbox_3: 0.307 loss_giou_3: 0.5042 loss_ce_4: 0.598 loss_bbox_4: 0.3099 loss_giou_4: 0.4934 time: 0.2805 data_time: 0.0280 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:09] d2.utils.events INFO: eta: 1 day, 10:29:54 iter: 9939 total_loss: 9.18 loss_ce: 0.5968 loss_bbox: 0.3226 loss_giou: 0.4906 loss_ce_0: 0.7151 loss_bbox_0: 0.5219 loss_giou_0: 0.7192 loss_ce_1: 0.6408 loss_bbox_1: 0.3832 loss_giou_1: 0.5657 loss_ce_2: 0.6231 loss_bbox_2: 0.3422 loss_giou_2: 0.5058 loss_ce_3: 0.6056 loss_bbox_3: 0.3383 loss_giou_3: 0.4928 loss_ce_4: 0.6012 loss_bbox_4: 0.3192 loss_giou_4: 0.4884 time: 0.2805 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:14] d2.utils.events INFO: eta: 1 day, 10:29:54 iter: 9959 total_loss: 9.166 loss_ce: 0.5852 loss_bbox: 0.328 loss_giou: 0.489 loss_ce_0: 0.722 loss_bbox_0: 0.5217 loss_giou_0: 0.7076 loss_ce_1: 0.6557 loss_bbox_1: 0.3898 loss_giou_1: 0.5575 loss_ce_2: 0.6159 loss_bbox_2: 0.3487 loss_giou_2: 0.5027 loss_ce_3: 0.6013 loss_bbox_3: 0.3271 loss_giou_3: 0.5034 loss_ce_4: 0.585 loss_bbox_4: 0.3237 loss_giou_4: 0.4961 time: 0.2805 data_time: 0.0314 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:20] d2.utils.events INFO: eta: 1 day, 10:30:08 iter: 9979 total_loss: 9.345 loss_ce: 0.5806 loss_bbox: 0.3059 loss_giou: 0.4929 loss_ce_0: 0.7171 loss_bbox_0: 0.5013 loss_giou_0: 0.7278 loss_ce_1: 0.6287 loss_bbox_1: 0.3669 loss_giou_1: 0.5523 loss_ce_2: 0.6019 loss_bbox_2: 0.319 loss_giou_2: 0.5233 loss_ce_3: 0.5772 loss_bbox_3: 0.311 loss_giou_3: 0.5012 loss_ce_4: 0.5752 loss_bbox_4: 0.3155 loss_giou_4: 0.495 time: 0.2805 data_time: 0.0273 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:26] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0009999.pth [11/02 14:00:28] d2.utils.events INFO: eta: 1 day, 10:30:56 iter: 9999 total_loss: 9.075 loss_ce: 0.5765 loss_bbox: 0.2966 loss_giou: 0.4981 loss_ce_0: 0.7216 loss_bbox_0: 0.4913 loss_giou_0: 0.7287 loss_ce_1: 0.6148 loss_bbox_1: 0.3529 loss_giou_1: 0.5727 loss_ce_2: 0.587 loss_bbox_2: 0.3171 loss_giou_2: 0.5251 loss_ce_3: 0.574 loss_bbox_3: 0.3046 loss_giou_3: 0.5125 loss_ce_4: 0.5751 loss_bbox_4: 0.3006 loss_giou_4: 0.5028 time: 0.2805 data_time: 0.0245 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:33] d2.utils.events INFO: eta: 1 day, 10:29:32 iter: 10019 total_loss: 9.504 loss_ce: 0.6143 loss_bbox: 0.3057 loss_giou: 0.4788 loss_ce_0: 0.7507 loss_bbox_0: 0.525 loss_giou_0: 0.7352 loss_ce_1: 0.658 loss_bbox_1: 0.3732 loss_giou_1: 0.5672 loss_ce_2: 0.6036 loss_bbox_2: 0.3269 loss_giou_2: 0.5097 loss_ce_3: 0.5905 loss_bbox_3: 0.3185 loss_giou_3: 0.4877 loss_ce_4: 0.6042 loss_bbox_4: 0.3096 loss_giou_4: 0.4789 time: 0.2805 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:39] d2.utils.events INFO: eta: 1 day, 10:29:54 iter: 10039 total_loss: 9.212 loss_ce: 0.5796 loss_bbox: 0.2979 loss_giou: 0.4879 loss_ce_0: 0.7398 loss_bbox_0: 0.484 loss_giou_0: 0.7293 loss_ce_1: 0.6243 loss_bbox_1: 0.362 loss_giou_1: 0.5645 loss_ce_2: 0.5887 loss_bbox_2: 0.3232 loss_giou_2: 0.5172 loss_ce_3: 0.5747 loss_bbox_3: 0.3137 loss_giou_3: 0.5035 loss_ce_4: 0.5854 loss_bbox_4: 0.3094 loss_giou_4: 0.4928 time: 0.2805 data_time: 0.0269 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:45] d2.utils.events INFO: eta: 1 day, 10:29:48 iter: 10059 total_loss: 9.373 loss_ce: 0.6096 loss_bbox: 0.3137 loss_giou: 0.4889 loss_ce_0: 0.7556 loss_bbox_0: 0.5087 loss_giou_0: 0.702 loss_ce_1: 0.6531 loss_bbox_1: 0.3693 loss_giou_1: 0.5551 loss_ce_2: 0.6275 loss_bbox_2: 0.3377 loss_giou_2: 0.5088 loss_ce_3: 0.5991 loss_bbox_3: 0.3289 loss_giou_3: 0.4967 loss_ce_4: 0.5951 loss_bbox_4: 0.3193 loss_giou_4: 0.4893 time: 0.2805 data_time: 0.0304 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:50] d2.utils.events INFO: eta: 1 day, 10:30:36 iter: 10079 total_loss: 9.496 loss_ce: 0.5909 loss_bbox: 0.3208 loss_giou: 0.5138 loss_ce_0: 0.7372 loss_bbox_0: 0.5158 loss_giou_0: 0.7353 loss_ce_1: 0.6447 loss_bbox_1: 0.3934 loss_giou_1: 0.5835 loss_ce_2: 0.6038 loss_bbox_2: 0.3447 loss_giou_2: 0.5487 loss_ce_3: 0.5797 loss_bbox_3: 0.3283 loss_giou_3: 0.5255 loss_ce_4: 0.5871 loss_bbox_4: 0.3241 loss_giou_4: 0.5201 time: 0.2805 data_time: 0.0219 lr: 2.5e-05 max_mem: 5115M [11/02 14:00:56] d2.utils.events INFO: eta: 1 day, 10:31:24 iter: 10099 total_loss: 9.142 loss_ce: 0.5769 loss_bbox: 0.2977 loss_giou: 0.4925 loss_ce_0: 0.7244 loss_bbox_0: 0.4897 loss_giou_0: 0.7206 loss_ce_1: 0.6315 loss_bbox_1: 0.36 loss_giou_1: 0.5619 loss_ce_2: 0.589 loss_bbox_2: 0.3123 loss_giou_2: 0.5171 loss_ce_3: 0.5764 loss_bbox_3: 0.3058 loss_giou_3: 0.5008 loss_ce_4: 0.5825 loss_bbox_4: 0.2963 loss_giou_4: 0.4969 time: 0.2805 data_time: 0.0252 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:02] d2.utils.events INFO: eta: 1 day, 10:31:25 iter: 10119 total_loss: 9.267 loss_ce: 0.5921 loss_bbox: 0.313 loss_giou: 0.5085 loss_ce_0: 0.7315 loss_bbox_0: 0.54 loss_giou_0: 0.7279 loss_ce_1: 0.6467 loss_bbox_1: 0.3723 loss_giou_1: 0.5717 loss_ce_2: 0.6141 loss_bbox_2: 0.3304 loss_giou_2: 0.5298 loss_ce_3: 0.5895 loss_bbox_3: 0.3246 loss_giou_3: 0.5279 loss_ce_4: 0.595 loss_bbox_4: 0.3176 loss_giou_4: 0.5186 time: 0.2805 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:07] d2.utils.events INFO: eta: 1 day, 10:31:13 iter: 10139 total_loss: 9.591 loss_ce: 0.6139 loss_bbox: 0.3296 loss_giou: 0.5352 loss_ce_0: 0.7294 loss_bbox_0: 0.5233 loss_giou_0: 0.7725 loss_ce_1: 0.667 loss_bbox_1: 0.3908 loss_giou_1: 0.6054 loss_ce_2: 0.6233 loss_bbox_2: 0.3527 loss_giou_2: 0.5473 loss_ce_3: 0.608 loss_bbox_3: 0.3408 loss_giou_3: 0.5397 loss_ce_4: 0.6161 loss_bbox_4: 0.3316 loss_giou_4: 0.5382 time: 0.2805 data_time: 0.0258 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:13] d2.utils.events INFO: eta: 1 day, 10:30:11 iter: 10159 total_loss: 9.177 loss_ce: 0.61 loss_bbox: 0.3105 loss_giou: 0.4723 loss_ce_0: 0.7215 loss_bbox_0: 0.5089 loss_giou_0: 0.7126 loss_ce_1: 0.6434 loss_bbox_1: 0.3662 loss_giou_1: 0.5618 loss_ce_2: 0.622 loss_bbox_2: 0.3346 loss_giou_2: 0.5052 loss_ce_3: 0.6134 loss_bbox_3: 0.3252 loss_giou_3: 0.4843 loss_ce_4: 0.6079 loss_bbox_4: 0.3168 loss_giou_4: 0.4775 time: 0.2805 data_time: 0.0254 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:19] d2.utils.events INFO: eta: 1 day, 10:30:02 iter: 10179 total_loss: 9.025 loss_ce: 0.5684 loss_bbox: 0.3057 loss_giou: 0.4763 loss_ce_0: 0.7274 loss_bbox_0: 0.5003 loss_giou_0: 0.6936 loss_ce_1: 0.6108 loss_bbox_1: 0.3766 loss_giou_1: 0.5458 loss_ce_2: 0.599 loss_bbox_2: 0.3159 loss_giou_2: 0.491 loss_ce_3: 0.5846 loss_bbox_3: 0.3038 loss_giou_3: 0.4705 loss_ce_4: 0.5771 loss_bbox_4: 0.3031 loss_giou_4: 0.4789 time: 0.2805 data_time: 0.0211 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:25] d2.utils.events INFO: eta: 1 day, 10:29:19 iter: 10199 total_loss: 8.792 loss_ce: 0.5533 loss_bbox: 0.2988 loss_giou: 0.4859 loss_ce_0: 0.7217 loss_bbox_0: 0.4839 loss_giou_0: 0.7326 loss_ce_1: 0.6107 loss_bbox_1: 0.3515 loss_giou_1: 0.5619 loss_ce_2: 0.563 loss_bbox_2: 0.3113 loss_giou_2: 0.5062 loss_ce_3: 0.5534 loss_bbox_3: 0.3072 loss_giou_3: 0.4914 loss_ce_4: 0.5458 loss_bbox_4: 0.2997 loss_giou_4: 0.4867 time: 0.2805 data_time: 0.0232 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:30] d2.utils.events INFO: eta: 1 day, 10:29:13 iter: 10219 total_loss: 9.155 loss_ce: 0.605 loss_bbox: 0.3282 loss_giou: 0.4793 loss_ce_0: 0.7336 loss_bbox_0: 0.5224 loss_giou_0: 0.6999 loss_ce_1: 0.6512 loss_bbox_1: 0.3785 loss_giou_1: 0.5595 loss_ce_2: 0.6062 loss_bbox_2: 0.3393 loss_giou_2: 0.5045 loss_ce_3: 0.5938 loss_bbox_3: 0.329 loss_giou_3: 0.482 loss_ce_4: 0.6 loss_bbox_4: 0.3318 loss_giou_4: 0.4808 time: 0.2805 data_time: 0.0257 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:36] d2.utils.events INFO: eta: 1 day, 10:29:19 iter: 10239 total_loss: 8.987 loss_ce: 0.5725 loss_bbox: 0.3251 loss_giou: 0.4671 loss_ce_0: 0.7232 loss_bbox_0: 0.5157 loss_giou_0: 0.6916 loss_ce_1: 0.624 loss_bbox_1: 0.3819 loss_giou_1: 0.5381 loss_ce_2: 0.5928 loss_bbox_2: 0.3522 loss_giou_2: 0.4889 loss_ce_3: 0.5743 loss_bbox_3: 0.343 loss_giou_3: 0.4739 loss_ce_4: 0.5743 loss_bbox_4: 0.3295 loss_giou_4: 0.4713 time: 0.2805 data_time: 0.0293 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:42] d2.utils.events INFO: eta: 1 day, 10:27:48 iter: 10259 total_loss: 9.21 loss_ce: 0.5751 loss_bbox: 0.3062 loss_giou: 0.4972 loss_ce_0: 0.7098 loss_bbox_0: 0.5124 loss_giou_0: 0.7372 loss_ce_1: 0.642 loss_bbox_1: 0.3577 loss_giou_1: 0.5754 loss_ce_2: 0.5938 loss_bbox_2: 0.3262 loss_giou_2: 0.5316 loss_ce_3: 0.5832 loss_bbox_3: 0.3184 loss_giou_3: 0.5302 loss_ce_4: 0.5805 loss_bbox_4: 0.3084 loss_giou_4: 0.5085 time: 0.2805 data_time: 0.0258 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:47] d2.utils.events INFO: eta: 1 day, 10:27:30 iter: 10279 total_loss: 8.931 loss_ce: 0.5439 loss_bbox: 0.3016 loss_giou: 0.4598 loss_ce_0: 0.7058 loss_bbox_0: 0.4898 loss_giou_0: 0.682 loss_ce_1: 0.6141 loss_bbox_1: 0.3533 loss_giou_1: 0.5284 loss_ce_2: 0.574 loss_bbox_2: 0.3183 loss_giou_2: 0.4811 loss_ce_3: 0.5555 loss_bbox_3: 0.3132 loss_giou_3: 0.467 loss_ce_4: 0.5446 loss_bbox_4: 0.3024 loss_giou_4: 0.466 time: 0.2805 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:53] d2.utils.events INFO: eta: 1 day, 10:27:24 iter: 10299 total_loss: 9.34 loss_ce: 0.6012 loss_bbox: 0.3277 loss_giou: 0.4983 loss_ce_0: 0.7668 loss_bbox_0: 0.5139 loss_giou_0: 0.7533 loss_ce_1: 0.6838 loss_bbox_1: 0.3887 loss_giou_1: 0.5931 loss_ce_2: 0.6235 loss_bbox_2: 0.3507 loss_giou_2: 0.537 loss_ce_3: 0.6093 loss_bbox_3: 0.3352 loss_giou_3: 0.5112 loss_ce_4: 0.6004 loss_bbox_4: 0.3357 loss_giou_4: 0.5101 time: 0.2805 data_time: 0.0258 lr: 2.5e-05 max_mem: 5115M [11/02 14:01:59] d2.utils.events INFO: eta: 1 day, 10:27:15 iter: 10319 total_loss: 9.033 loss_ce: 0.5897 loss_bbox: 0.304 loss_giou: 0.4551 loss_ce_0: 0.7262 loss_bbox_0: 0.5218 loss_giou_0: 0.66 loss_ce_1: 0.6471 loss_bbox_1: 0.3768 loss_giou_1: 0.521 loss_ce_2: 0.6081 loss_bbox_2: 0.3282 loss_giou_2: 0.4773 loss_ce_3: 0.5818 loss_bbox_3: 0.318 loss_giou_3: 0.4561 loss_ce_4: 0.5957 loss_bbox_4: 0.3071 loss_giou_4: 0.4526 time: 0.2805 data_time: 0.0228 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:04] d2.utils.events INFO: eta: 1 day, 10:26:54 iter: 10339 total_loss: 9.373 loss_ce: 0.6012 loss_bbox: 0.3143 loss_giou: 0.4868 loss_ce_0: 0.7223 loss_bbox_0: 0.5342 loss_giou_0: 0.7102 loss_ce_1: 0.6321 loss_bbox_1: 0.3833 loss_giou_1: 0.5606 loss_ce_2: 0.6124 loss_bbox_2: 0.3397 loss_giou_2: 0.5169 loss_ce_3: 0.5871 loss_bbox_3: 0.3263 loss_giou_3: 0.5005 loss_ce_4: 0.5897 loss_bbox_4: 0.3137 loss_giou_4: 0.4865 time: 0.2805 data_time: 0.0225 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:10] d2.utils.events INFO: eta: 1 day, 10:27:01 iter: 10359 total_loss: 9.164 loss_ce: 0.6007 loss_bbox: 0.3193 loss_giou: 0.4765 loss_ce_0: 0.7388 loss_bbox_0: 0.5096 loss_giou_0: 0.6725 loss_ce_1: 0.6525 loss_bbox_1: 0.3694 loss_giou_1: 0.5539 loss_ce_2: 0.6115 loss_bbox_2: 0.3399 loss_giou_2: 0.4996 loss_ce_3: 0.6001 loss_bbox_3: 0.3245 loss_giou_3: 0.4868 loss_ce_4: 0.5918 loss_bbox_4: 0.3265 loss_giou_4: 0.4766 time: 0.2805 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:16] d2.utils.events INFO: eta: 1 day, 10:25:52 iter: 10379 total_loss: 9.192 loss_ce: 0.582 loss_bbox: 0.3127 loss_giou: 0.4831 loss_ce_0: 0.7344 loss_bbox_0: 0.5119 loss_giou_0: 0.7042 loss_ce_1: 0.6492 loss_bbox_1: 0.3705 loss_giou_1: 0.5638 loss_ce_2: 0.6028 loss_bbox_2: 0.336 loss_giou_2: 0.52 loss_ce_3: 0.5931 loss_bbox_3: 0.3205 loss_giou_3: 0.4958 loss_ce_4: 0.5755 loss_bbox_4: 0.3194 loss_giou_4: 0.4887 time: 0.2805 data_time: 0.0224 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:21] d2.utils.events INFO: eta: 1 day, 10:25:57 iter: 10399 total_loss: 8.902 loss_ce: 0.5713 loss_bbox: 0.3023 loss_giou: 0.4749 loss_ce_0: 0.7161 loss_bbox_0: 0.5071 loss_giou_0: 0.7291 loss_ce_1: 0.6317 loss_bbox_1: 0.3569 loss_giou_1: 0.5498 loss_ce_2: 0.5827 loss_bbox_2: 0.3236 loss_giou_2: 0.5022 loss_ce_3: 0.5728 loss_bbox_3: 0.3147 loss_giou_3: 0.4862 loss_ce_4: 0.5682 loss_bbox_4: 0.3096 loss_giou_4: 0.4815 time: 0.2805 data_time: 0.0289 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:27] d2.utils.events INFO: eta: 1 day, 10:25:57 iter: 10419 total_loss: 8.989 loss_ce: 0.5884 loss_bbox: 0.319 loss_giou: 0.4795 loss_ce_0: 0.6929 loss_bbox_0: 0.5195 loss_giou_0: 0.71 loss_ce_1: 0.6277 loss_bbox_1: 0.3768 loss_giou_1: 0.554 loss_ce_2: 0.5907 loss_bbox_2: 0.3316 loss_giou_2: 0.5107 loss_ce_3: 0.5657 loss_bbox_3: 0.3127 loss_giou_3: 0.4879 loss_ce_4: 0.5769 loss_bbox_4: 0.3103 loss_giou_4: 0.4814 time: 0.2805 data_time: 0.0272 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:33] d2.utils.events INFO: eta: 1 day, 10:25:41 iter: 10439 total_loss: 9.322 loss_ce: 0.5898 loss_bbox: 0.3024 loss_giou: 0.4841 loss_ce_0: 0.7168 loss_bbox_0: 0.5185 loss_giou_0: 0.7138 loss_ce_1: 0.6239 loss_bbox_1: 0.3795 loss_giou_1: 0.5626 loss_ce_2: 0.5926 loss_bbox_2: 0.3269 loss_giou_2: 0.5123 loss_ce_3: 0.5852 loss_bbox_3: 0.3185 loss_giou_3: 0.4983 loss_ce_4: 0.5835 loss_bbox_4: 0.3052 loss_giou_4: 0.4953 time: 0.2805 data_time: 0.0273 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:39] d2.utils.events INFO: eta: 1 day, 10:25:17 iter: 10459 total_loss: 9.593 loss_ce: 0.606 loss_bbox: 0.3291 loss_giou: 0.5008 loss_ce_0: 0.7474 loss_bbox_0: 0.5426 loss_giou_0: 0.7166 loss_ce_1: 0.6577 loss_bbox_1: 0.3994 loss_giou_1: 0.5743 loss_ce_2: 0.6246 loss_bbox_2: 0.3547 loss_giou_2: 0.5224 loss_ce_3: 0.6058 loss_bbox_3: 0.3419 loss_giou_3: 0.5011 loss_ce_4: 0.6052 loss_bbox_4: 0.329 loss_giou_4: 0.5007 time: 0.2805 data_time: 0.0253 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:44] d2.utils.events INFO: eta: 1 day, 10:25:34 iter: 10479 total_loss: 9.323 loss_ce: 0.579 loss_bbox: 0.3246 loss_giou: 0.5085 loss_ce_0: 0.7203 loss_bbox_0: 0.5322 loss_giou_0: 0.7651 loss_ce_1: 0.6229 loss_bbox_1: 0.386 loss_giou_1: 0.5935 loss_ce_2: 0.5952 loss_bbox_2: 0.3474 loss_giou_2: 0.5472 loss_ce_3: 0.5767 loss_bbox_3: 0.33 loss_giou_3: 0.5282 loss_ce_4: 0.5753 loss_bbox_4: 0.3248 loss_giou_4: 0.5141 time: 0.2805 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:50] d2.utils.events INFO: eta: 1 day, 10:24:07 iter: 10499 total_loss: 9.523 loss_ce: 0.61 loss_bbox: 0.3096 loss_giou: 0.4825 loss_ce_0: 0.7554 loss_bbox_0: 0.5171 loss_giou_0: 0.7381 loss_ce_1: 0.6647 loss_bbox_1: 0.3733 loss_giou_1: 0.562 loss_ce_2: 0.6203 loss_bbox_2: 0.3362 loss_giou_2: 0.4931 loss_ce_3: 0.6102 loss_bbox_3: 0.3205 loss_giou_3: 0.4902 loss_ce_4: 0.6158 loss_bbox_4: 0.3122 loss_giou_4: 0.4868 time: 0.2805 data_time: 0.0217 lr: 2.5e-05 max_mem: 5115M [11/02 14:02:56] d2.utils.events INFO: eta: 1 day, 10:25:13 iter: 10519 total_loss: 9.226 loss_ce: 0.5903 loss_bbox: 0.3266 loss_giou: 0.4803 loss_ce_0: 0.7182 loss_bbox_0: 0.5202 loss_giou_0: 0.704 loss_ce_1: 0.643 loss_bbox_1: 0.3892 loss_giou_1: 0.5496 loss_ce_2: 0.5942 loss_bbox_2: 0.352 loss_giou_2: 0.5162 loss_ce_3: 0.5896 loss_bbox_3: 0.3321 loss_giou_3: 0.4929 loss_ce_4: 0.6044 loss_bbox_4: 0.3329 loss_giou_4: 0.4815 time: 0.2805 data_time: 0.0245 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:01] d2.utils.events INFO: eta: 1 day, 10:25:07 iter: 10539 total_loss: 9.145 loss_ce: 0.5674 loss_bbox: 0.3176 loss_giou: 0.4982 loss_ce_0: 0.7114 loss_bbox_0: 0.5109 loss_giou_0: 0.7391 loss_ce_1: 0.6085 loss_bbox_1: 0.3795 loss_giou_1: 0.5891 loss_ce_2: 0.5721 loss_bbox_2: 0.339 loss_giou_2: 0.5195 loss_ce_3: 0.5628 loss_bbox_3: 0.3287 loss_giou_3: 0.5059 loss_ce_4: 0.5542 loss_bbox_4: 0.3165 loss_giou_4: 0.5006 time: 0.2805 data_time: 0.0271 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:07] d2.utils.events INFO: eta: 1 day, 10:23:32 iter: 10559 total_loss: 9.268 loss_ce: 0.5752 loss_bbox: 0.3126 loss_giou: 0.4947 loss_ce_0: 0.7142 loss_bbox_0: 0.4872 loss_giou_0: 0.7091 loss_ce_1: 0.6379 loss_bbox_1: 0.3511 loss_giou_1: 0.5678 loss_ce_2: 0.6063 loss_bbox_2: 0.3169 loss_giou_2: 0.5162 loss_ce_3: 0.5861 loss_bbox_3: 0.3033 loss_giou_3: 0.5021 loss_ce_4: 0.5801 loss_bbox_4: 0.3121 loss_giou_4: 0.4988 time: 0.2805 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:13] d2.utils.events INFO: eta: 1 day, 10:23:20 iter: 10579 total_loss: 9.428 loss_ce: 0.6015 loss_bbox: 0.2983 loss_giou: 0.4879 loss_ce_0: 0.7196 loss_bbox_0: 0.5034 loss_giou_0: 0.7535 loss_ce_1: 0.6326 loss_bbox_1: 0.3623 loss_giou_1: 0.5724 loss_ce_2: 0.6021 loss_bbox_2: 0.3295 loss_giou_2: 0.5154 loss_ce_3: 0.591 loss_bbox_3: 0.3187 loss_giou_3: 0.5028 loss_ce_4: 0.5863 loss_bbox_4: 0.3039 loss_giou_4: 0.49 time: 0.2805 data_time: 0.0245 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:18] d2.utils.events INFO: eta: 1 day, 10:22:46 iter: 10599 total_loss: 9.319 loss_ce: 0.5802 loss_bbox: 0.3112 loss_giou: 0.4906 loss_ce_0: 0.7242 loss_bbox_0: 0.5346 loss_giou_0: 0.7373 loss_ce_1: 0.6467 loss_bbox_1: 0.3814 loss_giou_1: 0.5732 loss_ce_2: 0.5955 loss_bbox_2: 0.337 loss_giou_2: 0.5228 loss_ce_3: 0.5892 loss_bbox_3: 0.3323 loss_giou_3: 0.5108 loss_ce_4: 0.5887 loss_bbox_4: 0.3202 loss_giou_4: 0.4965 time: 0.2805 data_time: 0.0216 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:24] d2.utils.events INFO: eta: 1 day, 10:22:55 iter: 10619 total_loss: 9.005 loss_ce: 0.5584 loss_bbox: 0.3164 loss_giou: 0.4879 loss_ce_0: 0.7087 loss_bbox_0: 0.5089 loss_giou_0: 0.6979 loss_ce_1: 0.6124 loss_bbox_1: 0.382 loss_giou_1: 0.5619 loss_ce_2: 0.5615 loss_bbox_2: 0.3401 loss_giou_2: 0.5164 loss_ce_3: 0.5675 loss_bbox_3: 0.3293 loss_giou_3: 0.4905 loss_ce_4: 0.562 loss_bbox_4: 0.3163 loss_giou_4: 0.4889 time: 0.2805 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:30] d2.utils.events INFO: eta: 1 day, 10:22:16 iter: 10639 total_loss: 9.087 loss_ce: 0.5656 loss_bbox: 0.3174 loss_giou: 0.4694 loss_ce_0: 0.7216 loss_bbox_0: 0.5193 loss_giou_0: 0.7203 loss_ce_1: 0.6447 loss_bbox_1: 0.38 loss_giou_1: 0.5522 loss_ce_2: 0.6026 loss_bbox_2: 0.3422 loss_giou_2: 0.4971 loss_ce_3: 0.5777 loss_bbox_3: 0.3347 loss_giou_3: 0.4845 loss_ce_4: 0.5625 loss_bbox_4: 0.323 loss_giou_4: 0.4719 time: 0.2805 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:36] d2.utils.events INFO: eta: 1 day, 10:22:00 iter: 10659 total_loss: 9.111 loss_ce: 0.6118 loss_bbox: 0.3085 loss_giou: 0.4542 loss_ce_0: 0.7629 loss_bbox_0: 0.5132 loss_giou_0: 0.6836 loss_ce_1: 0.6627 loss_bbox_1: 0.3765 loss_giou_1: 0.5346 loss_ce_2: 0.6248 loss_bbox_2: 0.3226 loss_giou_2: 0.4898 loss_ce_3: 0.6242 loss_bbox_3: 0.3112 loss_giou_3: 0.474 loss_ce_4: 0.6273 loss_bbox_4: 0.3124 loss_giou_4: 0.4643 time: 0.2805 data_time: 0.0281 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:41] d2.utils.events INFO: eta: 1 day, 10:21:54 iter: 10679 total_loss: 8.75 loss_ce: 0.5759 loss_bbox: 0.2854 loss_giou: 0.4391 loss_ce_0: 0.7224 loss_bbox_0: 0.5188 loss_giou_0: 0.6793 loss_ce_1: 0.6294 loss_bbox_1: 0.3524 loss_giou_1: 0.5224 loss_ce_2: 0.5948 loss_bbox_2: 0.313 loss_giou_2: 0.4725 loss_ce_3: 0.5731 loss_bbox_3: 0.2962 loss_giou_3: 0.4481 loss_ce_4: 0.5656 loss_bbox_4: 0.29 loss_giou_4: 0.4436 time: 0.2805 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:47] d2.utils.events INFO: eta: 1 day, 10:21:48 iter: 10699 total_loss: 9.467 loss_ce: 0.6175 loss_bbox: 0.3117 loss_giou: 0.513 loss_ce_0: 0.7354 loss_bbox_0: 0.5046 loss_giou_0: 0.7683 loss_ce_1: 0.6727 loss_bbox_1: 0.369 loss_giou_1: 0.6005 loss_ce_2: 0.6298 loss_bbox_2: 0.331 loss_giou_2: 0.5438 loss_ce_3: 0.6202 loss_bbox_3: 0.3125 loss_giou_3: 0.5259 loss_ce_4: 0.6132 loss_bbox_4: 0.3117 loss_giou_4: 0.5205 time: 0.2805 data_time: 0.0264 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:53] d2.utils.events INFO: eta: 1 day, 10:21:53 iter: 10719 total_loss: 9.526 loss_ce: 0.6498 loss_bbox: 0.3078 loss_giou: 0.4929 loss_ce_0: 0.7735 loss_bbox_0: 0.5069 loss_giou_0: 0.7121 loss_ce_1: 0.6772 loss_bbox_1: 0.379 loss_giou_1: 0.5581 loss_ce_2: 0.6444 loss_bbox_2: 0.323 loss_giou_2: 0.5145 loss_ce_3: 0.6272 loss_bbox_3: 0.3115 loss_giou_3: 0.5034 loss_ce_4: 0.6453 loss_bbox_4: 0.3099 loss_giou_4: 0.4961 time: 0.2805 data_time: 0.0278 lr: 2.5e-05 max_mem: 5115M [11/02 14:03:58] d2.utils.events INFO: eta: 1 day, 10:20:41 iter: 10739 total_loss: 8.903 loss_ce: 0.6178 loss_bbox: 0.2944 loss_giou: 0.4462 loss_ce_0: 0.7205 loss_bbox_0: 0.4886 loss_giou_0: 0.6854 loss_ce_1: 0.6453 loss_bbox_1: 0.3574 loss_giou_1: 0.5254 loss_ce_2: 0.613 loss_bbox_2: 0.3135 loss_giou_2: 0.4716 loss_ce_3: 0.6038 loss_bbox_3: 0.298 loss_giou_3: 0.4658 loss_ce_4: 0.5988 loss_bbox_4: 0.3024 loss_giou_4: 0.4471 time: 0.2805 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:04] d2.utils.events INFO: eta: 1 day, 10:20:27 iter: 10759 total_loss: 9.585 loss_ce: 0.6209 loss_bbox: 0.3006 loss_giou: 0.4954 loss_ce_0: 0.7504 loss_bbox_0: 0.5104 loss_giou_0: 0.7527 loss_ce_1: 0.6682 loss_bbox_1: 0.3565 loss_giou_1: 0.582 loss_ce_2: 0.6432 loss_bbox_2: 0.3304 loss_giou_2: 0.5262 loss_ce_3: 0.6248 loss_bbox_3: 0.3116 loss_giou_3: 0.5104 loss_ce_4: 0.6245 loss_bbox_4: 0.3036 loss_giou_4: 0.5027 time: 0.2805 data_time: 0.0278 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:10] d2.utils.events INFO: eta: 1 day, 10:20:30 iter: 10779 total_loss: 9.402 loss_ce: 0.6114 loss_bbox: 0.3104 loss_giou: 0.4963 loss_ce_0: 0.7395 loss_bbox_0: 0.5025 loss_giou_0: 0.7328 loss_ce_1: 0.657 loss_bbox_1: 0.3706 loss_giou_1: 0.5664 loss_ce_2: 0.6259 loss_bbox_2: 0.3293 loss_giou_2: 0.5212 loss_ce_3: 0.62 loss_bbox_3: 0.3144 loss_giou_3: 0.5083 loss_ce_4: 0.615 loss_bbox_4: 0.3114 loss_giou_4: 0.4983 time: 0.2805 data_time: 0.0320 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:15] d2.utils.events INFO: eta: 1 day, 10:20:39 iter: 10799 total_loss: 9.388 loss_ce: 0.6052 loss_bbox: 0.3176 loss_giou: 0.4911 loss_ce_0: 0.7494 loss_bbox_0: 0.5209 loss_giou_0: 0.7299 loss_ce_1: 0.6639 loss_bbox_1: 0.3943 loss_giou_1: 0.5784 loss_ce_2: 0.6293 loss_bbox_2: 0.3465 loss_giou_2: 0.5192 loss_ce_3: 0.6069 loss_bbox_3: 0.3283 loss_giou_3: 0.4998 loss_ce_4: 0.5956 loss_bbox_4: 0.3214 loss_giou_4: 0.4924 time: 0.2805 data_time: 0.0243 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:21] d2.utils.events INFO: eta: 1 day, 10:21:35 iter: 10819 total_loss: 9.213 loss_ce: 0.5818 loss_bbox: 0.2983 loss_giou: 0.4719 loss_ce_0: 0.7126 loss_bbox_0: 0.4958 loss_giou_0: 0.7241 loss_ce_1: 0.634 loss_bbox_1: 0.3508 loss_giou_1: 0.5519 loss_ce_2: 0.5896 loss_bbox_2: 0.3211 loss_giou_2: 0.506 loss_ce_3: 0.5876 loss_bbox_3: 0.3084 loss_giou_3: 0.4864 loss_ce_4: 0.5839 loss_bbox_4: 0.3011 loss_giou_4: 0.478 time: 0.2805 data_time: 0.0254 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:27] d2.utils.events INFO: eta: 1 day, 10:21:41 iter: 10839 total_loss: 9.099 loss_ce: 0.5967 loss_bbox: 0.3052 loss_giou: 0.5034 loss_ce_0: 0.7149 loss_bbox_0: 0.5125 loss_giou_0: 0.7468 loss_ce_1: 0.6389 loss_bbox_1: 0.3602 loss_giou_1: 0.592 loss_ce_2: 0.6138 loss_bbox_2: 0.3346 loss_giou_2: 0.538 loss_ce_3: 0.5958 loss_bbox_3: 0.3202 loss_giou_3: 0.5147 loss_ce_4: 0.5988 loss_bbox_4: 0.3089 loss_giou_4: 0.5069 time: 0.2805 data_time: 0.0180 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:33] d2.utils.events INFO: eta: 1 day, 10:21:33 iter: 10859 total_loss: 9.387 loss_ce: 0.582 loss_bbox: 0.315 loss_giou: 0.4917 loss_ce_0: 0.7259 loss_bbox_0: 0.5249 loss_giou_0: 0.7275 loss_ce_1: 0.656 loss_bbox_1: 0.3882 loss_giou_1: 0.5846 loss_ce_2: 0.6013 loss_bbox_2: 0.3411 loss_giou_2: 0.5214 loss_ce_3: 0.5918 loss_bbox_3: 0.3296 loss_giou_3: 0.5054 loss_ce_4: 0.5805 loss_bbox_4: 0.3169 loss_giou_4: 0.4921 time: 0.2805 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:38] d2.utils.events INFO: eta: 1 day, 10:21:08 iter: 10879 total_loss: 9.192 loss_ce: 0.5697 loss_bbox: 0.3019 loss_giou: 0.4754 loss_ce_0: 0.7152 loss_bbox_0: 0.493 loss_giou_0: 0.7585 loss_ce_1: 0.6414 loss_bbox_1: 0.3582 loss_giou_1: 0.5819 loss_ce_2: 0.5991 loss_bbox_2: 0.3265 loss_giou_2: 0.5163 loss_ce_3: 0.5784 loss_bbox_3: 0.3152 loss_giou_3: 0.4915 loss_ce_4: 0.5659 loss_bbox_4: 0.3045 loss_giou_4: 0.4809 time: 0.2805 data_time: 0.0201 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:44] d2.utils.events INFO: eta: 1 day, 10:21:12 iter: 10899 total_loss: 9.458 loss_ce: 0.6045 loss_bbox: 0.3063 loss_giou: 0.5062 loss_ce_0: 0.7446 loss_bbox_0: 0.4979 loss_giou_0: 0.73 loss_ce_1: 0.6604 loss_bbox_1: 0.3609 loss_giou_1: 0.571 loss_ce_2: 0.6111 loss_bbox_2: 0.346 loss_giou_2: 0.5378 loss_ce_3: 0.5968 loss_bbox_3: 0.3226 loss_giou_3: 0.5199 loss_ce_4: 0.6048 loss_bbox_4: 0.3134 loss_giou_4: 0.5086 time: 0.2805 data_time: 0.0243 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:50] d2.utils.events INFO: eta: 1 day, 10:21:16 iter: 10919 total_loss: 9.286 loss_ce: 0.6028 loss_bbox: 0.3204 loss_giou: 0.4962 loss_ce_0: 0.7326 loss_bbox_0: 0.5149 loss_giou_0: 0.7674 loss_ce_1: 0.6531 loss_bbox_1: 0.3719 loss_giou_1: 0.5877 loss_ce_2: 0.6151 loss_bbox_2: 0.3322 loss_giou_2: 0.5257 loss_ce_3: 0.5862 loss_bbox_3: 0.3303 loss_giou_3: 0.5098 loss_ce_4: 0.5897 loss_bbox_4: 0.3177 loss_giou_4: 0.5032 time: 0.2805 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 14:04:55] d2.utils.events INFO: eta: 1 day, 10:21:37 iter: 10939 total_loss: 9.193 loss_ce: 0.5839 loss_bbox: 0.3216 loss_giou: 0.4804 loss_ce_0: 0.7012 loss_bbox_0: 0.5184 loss_giou_0: 0.7106 loss_ce_1: 0.6386 loss_bbox_1: 0.3874 loss_giou_1: 0.5631 loss_ce_2: 0.6002 loss_bbox_2: 0.3463 loss_giou_2: 0.516 loss_ce_3: 0.5693 loss_bbox_3: 0.3269 loss_giou_3: 0.493 loss_ce_4: 0.5725 loss_bbox_4: 0.3183 loss_giou_4: 0.4885 time: 0.2805 data_time: 0.0258 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:01] d2.utils.events INFO: eta: 1 day, 10:21:31 iter: 10959 total_loss: 8.831 loss_ce: 0.5532 loss_bbox: 0.3067 loss_giou: 0.4828 loss_ce_0: 0.7023 loss_bbox_0: 0.497 loss_giou_0: 0.7161 loss_ce_1: 0.5973 loss_bbox_1: 0.3634 loss_giou_1: 0.5438 loss_ce_2: 0.5654 loss_bbox_2: 0.3274 loss_giou_2: 0.4991 loss_ce_3: 0.5386 loss_bbox_3: 0.3162 loss_giou_3: 0.4817 loss_ce_4: 0.5515 loss_bbox_4: 0.3038 loss_giou_4: 0.4787 time: 0.2805 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:07] d2.utils.events INFO: eta: 1 day, 10:20:50 iter: 10979 total_loss: 9.266 loss_ce: 0.583 loss_bbox: 0.3237 loss_giou: 0.5233 loss_ce_0: 0.7099 loss_bbox_0: 0.5114 loss_giou_0: 0.7621 loss_ce_1: 0.6195 loss_bbox_1: 0.3762 loss_giou_1: 0.601 loss_ce_2: 0.5928 loss_bbox_2: 0.3438 loss_giou_2: 0.5556 loss_ce_3: 0.578 loss_bbox_3: 0.3287 loss_giou_3: 0.5346 loss_ce_4: 0.5818 loss_bbox_4: 0.3228 loss_giou_4: 0.5294 time: 0.2805 data_time: 0.0265 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:13] d2.utils.events INFO: eta: 1 day, 10:20:37 iter: 10999 total_loss: 9.346 loss_ce: 0.5697 loss_bbox: 0.3202 loss_giou: 0.5072 loss_ce_0: 0.7032 loss_bbox_0: 0.515 loss_giou_0: 0.7243 loss_ce_1: 0.6142 loss_bbox_1: 0.3659 loss_giou_1: 0.5705 loss_ce_2: 0.5636 loss_bbox_2: 0.331 loss_giou_2: 0.5249 loss_ce_3: 0.5439 loss_bbox_3: 0.332 loss_giou_3: 0.512 loss_ce_4: 0.5564 loss_bbox_4: 0.3223 loss_giou_4: 0.5056 time: 0.2805 data_time: 0.0267 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:18] d2.utils.events INFO: eta: 1 day, 10:20:48 iter: 11019 total_loss: 9.139 loss_ce: 0.5745 loss_bbox: 0.3198 loss_giou: 0.502 loss_ce_0: 0.7063 loss_bbox_0: 0.5149 loss_giou_0: 0.7181 loss_ce_1: 0.643 loss_bbox_1: 0.3639 loss_giou_1: 0.5679 loss_ce_2: 0.6009 loss_bbox_2: 0.3334 loss_giou_2: 0.519 loss_ce_3: 0.5728 loss_bbox_3: 0.3272 loss_giou_3: 0.5163 loss_ce_4: 0.5564 loss_bbox_4: 0.3188 loss_giou_4: 0.5057 time: 0.2805 data_time: 0.0264 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:24] d2.utils.events INFO: eta: 1 day, 10:20:42 iter: 11039 total_loss: 9.228 loss_ce: 0.5769 loss_bbox: 0.338 loss_giou: 0.5246 loss_ce_0: 0.7217 loss_bbox_0: 0.5381 loss_giou_0: 0.7445 loss_ce_1: 0.6454 loss_bbox_1: 0.3973 loss_giou_1: 0.6072 loss_ce_2: 0.6056 loss_bbox_2: 0.3647 loss_giou_2: 0.5461 loss_ce_3: 0.5869 loss_bbox_3: 0.3455 loss_giou_3: 0.5365 loss_ce_4: 0.5832 loss_bbox_4: 0.3456 loss_giou_4: 0.5266 time: 0.2805 data_time: 0.0238 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:30] d2.utils.events INFO: eta: 1 day, 10:21:03 iter: 11059 total_loss: 9.093 loss_ce: 0.5946 loss_bbox: 0.3036 loss_giou: 0.4828 loss_ce_0: 0.6987 loss_bbox_0: 0.5242 loss_giou_0: 0.7309 loss_ce_1: 0.6254 loss_bbox_1: 0.3711 loss_giou_1: 0.5628 loss_ce_2: 0.5996 loss_bbox_2: 0.3265 loss_giou_2: 0.5069 loss_ce_3: 0.5849 loss_bbox_3: 0.3126 loss_giou_3: 0.489 loss_ce_4: 0.5834 loss_bbox_4: 0.3049 loss_giou_4: 0.4853 time: 0.2805 data_time: 0.0280 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:35] d2.utils.events INFO: eta: 1 day, 10:20:31 iter: 11079 total_loss: 8.934 loss_ce: 0.5697 loss_bbox: 0.3056 loss_giou: 0.4934 loss_ce_0: 0.74 loss_bbox_0: 0.4856 loss_giou_0: 0.7108 loss_ce_1: 0.6303 loss_bbox_1: 0.3581 loss_giou_1: 0.5687 loss_ce_2: 0.5813 loss_bbox_2: 0.3296 loss_giou_2: 0.5246 loss_ce_3: 0.572 loss_bbox_3: 0.3151 loss_giou_3: 0.509 loss_ce_4: 0.5725 loss_bbox_4: 0.3118 loss_giou_4: 0.4951 time: 0.2805 data_time: 0.0284 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:41] d2.utils.events INFO: eta: 1 day, 10:20:09 iter: 11099 total_loss: 9.063 loss_ce: 0.5793 loss_bbox: 0.3072 loss_giou: 0.4886 loss_ce_0: 0.7108 loss_bbox_0: 0.5134 loss_giou_0: 0.7364 loss_ce_1: 0.6217 loss_bbox_1: 0.3791 loss_giou_1: 0.5591 loss_ce_2: 0.5791 loss_bbox_2: 0.3316 loss_giou_2: 0.507 loss_ce_3: 0.5668 loss_bbox_3: 0.3165 loss_giou_3: 0.4948 loss_ce_4: 0.5744 loss_bbox_4: 0.3071 loss_giou_4: 0.4865 time: 0.2805 data_time: 0.0331 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:47] d2.utils.events INFO: eta: 1 day, 10:20:19 iter: 11119 total_loss: 9.231 loss_ce: 0.5859 loss_bbox: 0.3147 loss_giou: 0.5048 loss_ce_0: 0.7132 loss_bbox_0: 0.509 loss_giou_0: 0.7577 loss_ce_1: 0.6432 loss_bbox_1: 0.3797 loss_giou_1: 0.5857 loss_ce_2: 0.5963 loss_bbox_2: 0.3391 loss_giou_2: 0.5377 loss_ce_3: 0.5937 loss_bbox_3: 0.3266 loss_giou_3: 0.5176 loss_ce_4: 0.5935 loss_bbox_4: 0.323 loss_giou_4: 0.5109 time: 0.2805 data_time: 0.0260 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:53] d2.utils.events INFO: eta: 1 day, 10:21:19 iter: 11139 total_loss: 9.682 loss_ce: 0.6215 loss_bbox: 0.3244 loss_giou: 0.4904 loss_ce_0: 0.7634 loss_bbox_0: 0.5059 loss_giou_0: 0.7276 loss_ce_1: 0.6864 loss_bbox_1: 0.3631 loss_giou_1: 0.5657 loss_ce_2: 0.6538 loss_bbox_2: 0.3353 loss_giou_2: 0.5236 loss_ce_3: 0.625 loss_bbox_3: 0.3258 loss_giou_3: 0.5031 loss_ce_4: 0.6196 loss_bbox_4: 0.3236 loss_giou_4: 0.4898 time: 0.2806 data_time: 0.0197 lr: 2.5e-05 max_mem: 5115M [11/02 14:05:58] d2.utils.events INFO: eta: 1 day, 10:21:27 iter: 11159 total_loss: 9.473 loss_ce: 0.6164 loss_bbox: 0.3154 loss_giou: 0.5061 loss_ce_0: 0.7365 loss_bbox_0: 0.5371 loss_giou_0: 0.7254 loss_ce_1: 0.6677 loss_bbox_1: 0.3993 loss_giou_1: 0.5755 loss_ce_2: 0.6274 loss_bbox_2: 0.3524 loss_giou_2: 0.5178 loss_ce_3: 0.6256 loss_bbox_3: 0.3362 loss_giou_3: 0.5103 loss_ce_4: 0.617 loss_bbox_4: 0.3237 loss_giou_4: 0.5095 time: 0.2806 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:04] d2.utils.events INFO: eta: 1 day, 10:21:08 iter: 11179 total_loss: 9.05 loss_ce: 0.5941 loss_bbox: 0.3084 loss_giou: 0.4744 loss_ce_0: 0.7237 loss_bbox_0: 0.4972 loss_giou_0: 0.6979 loss_ce_1: 0.6412 loss_bbox_1: 0.3705 loss_giou_1: 0.5518 loss_ce_2: 0.5993 loss_bbox_2: 0.3318 loss_giou_2: 0.4917 loss_ce_3: 0.5915 loss_bbox_3: 0.3152 loss_giou_3: 0.4743 loss_ce_4: 0.5853 loss_bbox_4: 0.3141 loss_giou_4: 0.4793 time: 0.2806 data_time: 0.0263 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:10] d2.utils.events INFO: eta: 1 day, 10:21:32 iter: 11199 total_loss: 9.023 loss_ce: 0.5797 loss_bbox: 0.3194 loss_giou: 0.4906 loss_ce_0: 0.7342 loss_bbox_0: 0.5171 loss_giou_0: 0.7094 loss_ce_1: 0.6441 loss_bbox_1: 0.3787 loss_giou_1: 0.5601 loss_ce_2: 0.5979 loss_bbox_2: 0.3401 loss_giou_2: 0.523 loss_ce_3: 0.5855 loss_bbox_3: 0.3316 loss_giou_3: 0.5037 loss_ce_4: 0.5765 loss_bbox_4: 0.3195 loss_giou_4: 0.4958 time: 0.2806 data_time: 0.0314 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:15] d2.utils.events INFO: eta: 1 day, 10:22:02 iter: 11219 total_loss: 8.998 loss_ce: 0.5713 loss_bbox: 0.2881 loss_giou: 0.4875 loss_ce_0: 0.7094 loss_bbox_0: 0.4868 loss_giou_0: 0.7146 loss_ce_1: 0.6223 loss_bbox_1: 0.3608 loss_giou_1: 0.5561 loss_ce_2: 0.5918 loss_bbox_2: 0.3202 loss_giou_2: 0.5103 loss_ce_3: 0.573 loss_bbox_3: 0.3064 loss_giou_3: 0.4943 loss_ce_4: 0.5702 loss_bbox_4: 0.3007 loss_giou_4: 0.492 time: 0.2806 data_time: 0.0310 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:21] d2.utils.events INFO: eta: 1 day, 10:21:31 iter: 11239 total_loss: 8.776 loss_ce: 0.5701 loss_bbox: 0.3138 loss_giou: 0.4684 loss_ce_0: 0.7101 loss_bbox_0: 0.5149 loss_giou_0: 0.6778 loss_ce_1: 0.6189 loss_bbox_1: 0.3668 loss_giou_1: 0.5414 loss_ce_2: 0.583 loss_bbox_2: 0.3328 loss_giou_2: 0.4889 loss_ce_3: 0.5682 loss_bbox_3: 0.3208 loss_giou_3: 0.4716 loss_ce_4: 0.5772 loss_bbox_4: 0.3141 loss_giou_4: 0.4745 time: 0.2806 data_time: 0.0252 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:27] d2.utils.events INFO: eta: 1 day, 10:22:17 iter: 11259 total_loss: 9.364 loss_ce: 0.6137 loss_bbox: 0.3083 loss_giou: 0.5054 loss_ce_0: 0.7198 loss_bbox_0: 0.5389 loss_giou_0: 0.7547 loss_ce_1: 0.6427 loss_bbox_1: 0.3684 loss_giou_1: 0.5788 loss_ce_2: 0.6069 loss_bbox_2: 0.34 loss_giou_2: 0.5294 loss_ce_3: 0.6078 loss_bbox_3: 0.3216 loss_giou_3: 0.5043 loss_ce_4: 0.5996 loss_bbox_4: 0.3197 loss_giou_4: 0.5058 time: 0.2806 data_time: 0.0235 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:32] d2.utils.events INFO: eta: 1 day, 10:22:23 iter: 11279 total_loss: 9.176 loss_ce: 0.5908 loss_bbox: 0.2916 loss_giou: 0.4827 loss_ce_0: 0.7341 loss_bbox_0: 0.492 loss_giou_0: 0.7089 loss_ce_1: 0.6164 loss_bbox_1: 0.3492 loss_giou_1: 0.5531 loss_ce_2: 0.5851 loss_bbox_2: 0.3125 loss_giou_2: 0.5 loss_ce_3: 0.584 loss_bbox_3: 0.3015 loss_giou_3: 0.4895 loss_ce_4: 0.5982 loss_bbox_4: 0.2973 loss_giou_4: 0.4805 time: 0.2806 data_time: 0.0253 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:38] d2.utils.events INFO: eta: 1 day, 10:22:55 iter: 11299 total_loss: 9.371 loss_ce: 0.5953 loss_bbox: 0.3113 loss_giou: 0.5168 loss_ce_0: 0.7154 loss_bbox_0: 0.5107 loss_giou_0: 0.7865 loss_ce_1: 0.6382 loss_bbox_1: 0.38 loss_giou_1: 0.6078 loss_ce_2: 0.6028 loss_bbox_2: 0.3308 loss_giou_2: 0.5524 loss_ce_3: 0.5894 loss_bbox_3: 0.3283 loss_giou_3: 0.5253 loss_ce_4: 0.5877 loss_bbox_4: 0.3117 loss_giou_4: 0.5193 time: 0.2806 data_time: 0.0226 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:44] d2.utils.events INFO: eta: 1 day, 10:22:53 iter: 11319 total_loss: 8.85 loss_ce: 0.5645 loss_bbox: 0.2884 loss_giou: 0.4913 loss_ce_0: 0.6944 loss_bbox_0: 0.4822 loss_giou_0: 0.7077 loss_ce_1: 0.6142 loss_bbox_1: 0.348 loss_giou_1: 0.5589 loss_ce_2: 0.5698 loss_bbox_2: 0.3128 loss_giou_2: 0.5075 loss_ce_3: 0.5454 loss_bbox_3: 0.2991 loss_giou_3: 0.4991 loss_ce_4: 0.5458 loss_bbox_4: 0.2901 loss_giou_4: 0.4956 time: 0.2806 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:50] d2.utils.events INFO: eta: 1 day, 10:22:47 iter: 11339 total_loss: 9.347 loss_ce: 0.6019 loss_bbox: 0.3331 loss_giou: 0.4886 loss_ce_0: 0.7314 loss_bbox_0: 0.5019 loss_giou_0: 0.7536 loss_ce_1: 0.656 loss_bbox_1: 0.3977 loss_giou_1: 0.5778 loss_ce_2: 0.6152 loss_bbox_2: 0.3566 loss_giou_2: 0.5222 loss_ce_3: 0.6001 loss_bbox_3: 0.3398 loss_giou_3: 0.5041 loss_ce_4: 0.5951 loss_bbox_4: 0.3266 loss_giou_4: 0.4912 time: 0.2806 data_time: 0.0271 lr: 2.5e-05 max_mem: 5115M [11/02 14:06:55] d2.utils.events INFO: eta: 1 day, 10:22:35 iter: 11359 total_loss: 9.133 loss_ce: 0.583 loss_bbox: 0.3106 loss_giou: 0.4958 loss_ce_0: 0.7123 loss_bbox_0: 0.5173 loss_giou_0: 0.7363 loss_ce_1: 0.6404 loss_bbox_1: 0.3603 loss_giou_1: 0.5561 loss_ce_2: 0.5964 loss_bbox_2: 0.3267 loss_giou_2: 0.5105 loss_ce_3: 0.583 loss_bbox_3: 0.3196 loss_giou_3: 0.4904 loss_ce_4: 0.5739 loss_bbox_4: 0.3204 loss_giou_4: 0.4982 time: 0.2806 data_time: 0.0254 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:01] d2.utils.events INFO: eta: 1 day, 10:22:36 iter: 11379 total_loss: 8.897 loss_ce: 0.602 loss_bbox: 0.3183 loss_giou: 0.4678 loss_ce_0: 0.7171 loss_bbox_0: 0.52 loss_giou_0: 0.697 loss_ce_1: 0.6407 loss_bbox_1: 0.3763 loss_giou_1: 0.542 loss_ce_2: 0.6106 loss_bbox_2: 0.341 loss_giou_2: 0.4916 loss_ce_3: 0.5875 loss_bbox_3: 0.3209 loss_giou_3: 0.4692 loss_ce_4: 0.598 loss_bbox_4: 0.3188 loss_giou_4: 0.4704 time: 0.2806 data_time: 0.0331 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:07] d2.utils.events INFO: eta: 1 day, 10:22:07 iter: 11399 total_loss: 8.989 loss_ce: 0.6013 loss_bbox: 0.2984 loss_giou: 0.4516 loss_ce_0: 0.7102 loss_bbox_0: 0.5044 loss_giou_0: 0.6675 loss_ce_1: 0.6415 loss_bbox_1: 0.3637 loss_giou_1: 0.5187 loss_ce_2: 0.6035 loss_bbox_2: 0.3148 loss_giou_2: 0.4741 loss_ce_3: 0.5955 loss_bbox_3: 0.3098 loss_giou_3: 0.4662 loss_ce_4: 0.5937 loss_bbox_4: 0.3046 loss_giou_4: 0.458 time: 0.2806 data_time: 0.0247 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:12] d2.utils.events INFO: eta: 1 day, 10:21:32 iter: 11419 total_loss: 9.3 loss_ce: 0.6126 loss_bbox: 0.3308 loss_giou: 0.4783 loss_ce_0: 0.7222 loss_bbox_0: 0.5277 loss_giou_0: 0.6966 loss_ce_1: 0.6378 loss_bbox_1: 0.402 loss_giou_1: 0.5535 loss_ce_2: 0.6241 loss_bbox_2: 0.3707 loss_giou_2: 0.4987 loss_ce_3: 0.6058 loss_bbox_3: 0.3615 loss_giou_3: 0.4917 loss_ce_4: 0.6161 loss_bbox_4: 0.3496 loss_giou_4: 0.4839 time: 0.2806 data_time: 0.0279 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:18] d2.utils.events INFO: eta: 1 day, 10:20:35 iter: 11439 total_loss: 9.406 loss_ce: 0.586 loss_bbox: 0.3117 loss_giou: 0.5195 loss_ce_0: 0.7437 loss_bbox_0: 0.517 loss_giou_0: 0.7558 loss_ce_1: 0.6473 loss_bbox_1: 0.3844 loss_giou_1: 0.5779 loss_ce_2: 0.5974 loss_bbox_2: 0.342 loss_giou_2: 0.5421 loss_ce_3: 0.596 loss_bbox_3: 0.3315 loss_giou_3: 0.5319 loss_ce_4: 0.5938 loss_bbox_4: 0.3191 loss_giou_4: 0.5233 time: 0.2806 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:24] d2.utils.events INFO: eta: 1 day, 10:21:21 iter: 11459 total_loss: 8.878 loss_ce: 0.5757 loss_bbox: 0.2991 loss_giou: 0.4605 loss_ce_0: 0.7059 loss_bbox_0: 0.4897 loss_giou_0: 0.6837 loss_ce_1: 0.6384 loss_bbox_1: 0.3655 loss_giou_1: 0.5286 loss_ce_2: 0.5944 loss_bbox_2: 0.3246 loss_giou_2: 0.4812 loss_ce_3: 0.5821 loss_bbox_3: 0.314 loss_giou_3: 0.4766 loss_ce_4: 0.5746 loss_bbox_4: 0.3093 loss_giou_4: 0.47 time: 0.2806 data_time: 0.0291 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:29] d2.utils.events INFO: eta: 1 day, 10:20:45 iter: 11479 total_loss: 9.308 loss_ce: 0.6114 loss_bbox: 0.3248 loss_giou: 0.4873 loss_ce_0: 0.7394 loss_bbox_0: 0.5114 loss_giou_0: 0.698 loss_ce_1: 0.6559 loss_bbox_1: 0.3695 loss_giou_1: 0.5565 loss_ce_2: 0.6215 loss_bbox_2: 0.3407 loss_giou_2: 0.5085 loss_ce_3: 0.6046 loss_bbox_3: 0.3315 loss_giou_3: 0.4873 loss_ce_4: 0.6121 loss_bbox_4: 0.3277 loss_giou_4: 0.4892 time: 0.2806 data_time: 0.0185 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:35] d2.utils.events INFO: eta: 1 day, 10:20:29 iter: 11499 total_loss: 9.19 loss_ce: 0.6009 loss_bbox: 0.3161 loss_giou: 0.4732 loss_ce_0: 0.7305 loss_bbox_0: 0.5436 loss_giou_0: 0.7238 loss_ce_1: 0.644 loss_bbox_1: 0.3745 loss_giou_1: 0.5569 loss_ce_2: 0.6128 loss_bbox_2: 0.3455 loss_giou_2: 0.5121 loss_ce_3: 0.5928 loss_bbox_3: 0.3314 loss_giou_3: 0.4872 loss_ce_4: 0.6015 loss_bbox_4: 0.3231 loss_giou_4: 0.4805 time: 0.2806 data_time: 0.0296 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:41] d2.utils.events INFO: eta: 1 day, 10:19:58 iter: 11519 total_loss: 8.997 loss_ce: 0.5613 loss_bbox: 0.291 loss_giou: 0.4929 loss_ce_0: 0.7077 loss_bbox_0: 0.4763 loss_giou_0: 0.7202 loss_ce_1: 0.6091 loss_bbox_1: 0.3414 loss_giou_1: 0.561 loss_ce_2: 0.5764 loss_bbox_2: 0.3145 loss_giou_2: 0.5177 loss_ce_3: 0.5682 loss_bbox_3: 0.3045 loss_giou_3: 0.5022 loss_ce_4: 0.5627 loss_bbox_4: 0.2948 loss_giou_4: 0.4943 time: 0.2806 data_time: 0.0281 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:47] d2.utils.events INFO: eta: 1 day, 10:20:35 iter: 11539 total_loss: 8.863 loss_ce: 0.6046 loss_bbox: 0.3011 loss_giou: 0.4594 loss_ce_0: 0.7224 loss_bbox_0: 0.5112 loss_giou_0: 0.6705 loss_ce_1: 0.6399 loss_bbox_1: 0.3684 loss_giou_1: 0.5341 loss_ce_2: 0.6182 loss_bbox_2: 0.3243 loss_giou_2: 0.4851 loss_ce_3: 0.5853 loss_bbox_3: 0.3086 loss_giou_3: 0.471 loss_ce_4: 0.5987 loss_bbox_4: 0.3055 loss_giou_4: 0.4593 time: 0.2806 data_time: 0.0339 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:52] d2.utils.events INFO: eta: 1 day, 10:21:42 iter: 11559 total_loss: 8.741 loss_ce: 0.5326 loss_bbox: 0.2923 loss_giou: 0.4516 loss_ce_0: 0.6787 loss_bbox_0: 0.4967 loss_giou_0: 0.6978 loss_ce_1: 0.6225 loss_bbox_1: 0.3506 loss_giou_1: 0.5348 loss_ce_2: 0.5551 loss_bbox_2: 0.3228 loss_giou_2: 0.4754 loss_ce_3: 0.5367 loss_bbox_3: 0.3044 loss_giou_3: 0.4626 loss_ce_4: 0.5304 loss_bbox_4: 0.2959 loss_giou_4: 0.453 time: 0.2806 data_time: 0.0331 lr: 2.5e-05 max_mem: 5115M [11/02 14:07:58] d2.utils.events INFO: eta: 1 day, 10:21:04 iter: 11579 total_loss: 8.835 loss_ce: 0.5588 loss_bbox: 0.3012 loss_giou: 0.4613 loss_ce_0: 0.7195 loss_bbox_0: 0.5109 loss_giou_0: 0.7186 loss_ce_1: 0.619 loss_bbox_1: 0.3673 loss_giou_1: 0.5439 loss_ce_2: 0.5757 loss_bbox_2: 0.3277 loss_giou_2: 0.4927 loss_ce_3: 0.5606 loss_bbox_3: 0.3069 loss_giou_3: 0.4634 loss_ce_4: 0.5518 loss_bbox_4: 0.3038 loss_giou_4: 0.466 time: 0.2806 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:04] d2.utils.events INFO: eta: 1 day, 10:21:18 iter: 11599 total_loss: 8.826 loss_ce: 0.5792 loss_bbox: 0.2902 loss_giou: 0.4773 loss_ce_0: 0.7258 loss_bbox_0: 0.4792 loss_giou_0: 0.716 loss_ce_1: 0.6187 loss_bbox_1: 0.3396 loss_giou_1: 0.5436 loss_ce_2: 0.6031 loss_bbox_2: 0.3164 loss_giou_2: 0.4997 loss_ce_3: 0.586 loss_bbox_3: 0.3044 loss_giou_3: 0.4853 loss_ce_4: 0.5742 loss_bbox_4: 0.2945 loss_giou_4: 0.476 time: 0.2806 data_time: 0.0316 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:09] d2.utils.events INFO: eta: 1 day, 10:20:42 iter: 11619 total_loss: 9.401 loss_ce: 0.6176 loss_bbox: 0.3149 loss_giou: 0.5028 loss_ce_0: 0.7475 loss_bbox_0: 0.4989 loss_giou_0: 0.7381 loss_ce_1: 0.6522 loss_bbox_1: 0.3677 loss_giou_1: 0.5689 loss_ce_2: 0.6219 loss_bbox_2: 0.3323 loss_giou_2: 0.5318 loss_ce_3: 0.609 loss_bbox_3: 0.3197 loss_giou_3: 0.5069 loss_ce_4: 0.6136 loss_bbox_4: 0.3164 loss_giou_4: 0.509 time: 0.2806 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:15] d2.utils.events INFO: eta: 1 day, 10:20:07 iter: 11639 total_loss: 9.002 loss_ce: 0.5946 loss_bbox: 0.3277 loss_giou: 0.442 loss_ce_0: 0.7119 loss_bbox_0: 0.507 loss_giou_0: 0.7014 loss_ce_1: 0.6455 loss_bbox_1: 0.3735 loss_giou_1: 0.535 loss_ce_2: 0.601 loss_bbox_2: 0.3378 loss_giou_2: 0.4821 loss_ce_3: 0.5783 loss_bbox_3: 0.3311 loss_giou_3: 0.4547 loss_ce_4: 0.59 loss_bbox_4: 0.3266 loss_giou_4: 0.4443 time: 0.2806 data_time: 0.0313 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:21] d2.utils.events INFO: eta: 1 day, 10:20:41 iter: 11659 total_loss: 9.259 loss_ce: 0.573 loss_bbox: 0.3042 loss_giou: 0.4944 loss_ce_0: 0.7301 loss_bbox_0: 0.4908 loss_giou_0: 0.741 loss_ce_1: 0.6422 loss_bbox_1: 0.3597 loss_giou_1: 0.5828 loss_ce_2: 0.6073 loss_bbox_2: 0.3245 loss_giou_2: 0.5247 loss_ce_3: 0.5758 loss_bbox_3: 0.3157 loss_giou_3: 0.5105 loss_ce_4: 0.5799 loss_bbox_4: 0.3014 loss_giou_4: 0.5002 time: 0.2806 data_time: 0.0253 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:26] d2.utils.events INFO: eta: 1 day, 10:21:01 iter: 11679 total_loss: 8.656 loss_ce: 0.5604 loss_bbox: 0.2936 loss_giou: 0.4727 loss_ce_0: 0.7068 loss_bbox_0: 0.491 loss_giou_0: 0.7054 loss_ce_1: 0.6103 loss_bbox_1: 0.3496 loss_giou_1: 0.5418 loss_ce_2: 0.5705 loss_bbox_2: 0.3112 loss_giou_2: 0.4947 loss_ce_3: 0.5647 loss_bbox_3: 0.3047 loss_giou_3: 0.4803 loss_ce_4: 0.5574 loss_bbox_4: 0.2955 loss_giou_4: 0.4675 time: 0.2806 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:32] d2.utils.events INFO: eta: 1 day, 10:21:02 iter: 11699 total_loss: 9.065 loss_ce: 0.5773 loss_bbox: 0.3215 loss_giou: 0.5104 loss_ce_0: 0.6872 loss_bbox_0: 0.5121 loss_giou_0: 0.7387 loss_ce_1: 0.612 loss_bbox_1: 0.3885 loss_giou_1: 0.5854 loss_ce_2: 0.5927 loss_bbox_2: 0.347 loss_giou_2: 0.5367 loss_ce_3: 0.5761 loss_bbox_3: 0.3302 loss_giou_3: 0.519 loss_ce_4: 0.5827 loss_bbox_4: 0.3229 loss_giou_4: 0.5073 time: 0.2806 data_time: 0.0260 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:38] d2.utils.events INFO: eta: 1 day, 10:21:03 iter: 11719 total_loss: 9.341 loss_ce: 0.6152 loss_bbox: 0.3331 loss_giou: 0.5208 loss_ce_0: 0.7553 loss_bbox_0: 0.5351 loss_giou_0: 0.7495 loss_ce_1: 0.6654 loss_bbox_1: 0.3771 loss_giou_1: 0.5837 loss_ce_2: 0.6358 loss_bbox_2: 0.3619 loss_giou_2: 0.5478 loss_ce_3: 0.6168 loss_bbox_3: 0.3434 loss_giou_3: 0.5332 loss_ce_4: 0.613 loss_bbox_4: 0.3381 loss_giou_4: 0.5161 time: 0.2806 data_time: 0.0287 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:44] d2.utils.events INFO: eta: 1 day, 10:20:57 iter: 11739 total_loss: 8.747 loss_ce: 0.5597 loss_bbox: 0.3092 loss_giou: 0.4387 loss_ce_0: 0.7342 loss_bbox_0: 0.4967 loss_giou_0: 0.6441 loss_ce_1: 0.6288 loss_bbox_1: 0.3684 loss_giou_1: 0.5027 loss_ce_2: 0.5772 loss_bbox_2: 0.3174 loss_giou_2: 0.4575 loss_ce_3: 0.5529 loss_bbox_3: 0.3155 loss_giou_3: 0.4505 loss_ce_4: 0.5538 loss_bbox_4: 0.31 loss_giou_4: 0.4473 time: 0.2806 data_time: 0.0276 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:49] d2.utils.events INFO: eta: 1 day, 10:20:57 iter: 11759 total_loss: 8.752 loss_ce: 0.5863 loss_bbox: 0.2937 loss_giou: 0.4421 loss_ce_0: 0.6928 loss_bbox_0: 0.4951 loss_giou_0: 0.68 loss_ce_1: 0.6306 loss_bbox_1: 0.3546 loss_giou_1: 0.5058 loss_ce_2: 0.5969 loss_bbox_2: 0.318 loss_giou_2: 0.4687 loss_ce_3: 0.5807 loss_bbox_3: 0.3044 loss_giou_3: 0.4493 loss_ce_4: 0.5795 loss_bbox_4: 0.301 loss_giou_4: 0.4444 time: 0.2806 data_time: 0.0327 lr: 2.5e-05 max_mem: 5115M [11/02 14:08:55] d2.utils.events INFO: eta: 1 day, 10:20:53 iter: 11779 total_loss: 9.091 loss_ce: 0.5866 loss_bbox: 0.3354 loss_giou: 0.4833 loss_ce_0: 0.7198 loss_bbox_0: 0.5191 loss_giou_0: 0.7134 loss_ce_1: 0.6343 loss_bbox_1: 0.3928 loss_giou_1: 0.5546 loss_ce_2: 0.6112 loss_bbox_2: 0.3513 loss_giou_2: 0.498 loss_ce_3: 0.5968 loss_bbox_3: 0.335 loss_giou_3: 0.4907 loss_ce_4: 0.5899 loss_bbox_4: 0.3354 loss_giou_4: 0.4822 time: 0.2806 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:01] d2.utils.events INFO: eta: 1 day, 10:20:34 iter: 11799 total_loss: 9.094 loss_ce: 0.5937 loss_bbox: 0.298 loss_giou: 0.4884 loss_ce_0: 0.7182 loss_bbox_0: 0.4964 loss_giou_0: 0.7611 loss_ce_1: 0.6411 loss_bbox_1: 0.3624 loss_giou_1: 0.567 loss_ce_2: 0.6178 loss_bbox_2: 0.3246 loss_giou_2: 0.514 loss_ce_3: 0.6036 loss_bbox_3: 0.3097 loss_giou_3: 0.4933 loss_ce_4: 0.5908 loss_bbox_4: 0.3037 loss_giou_4: 0.4883 time: 0.2806 data_time: 0.0281 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:06] d2.utils.events INFO: eta: 1 day, 10:19:57 iter: 11819 total_loss: 8.885 loss_ce: 0.6026 loss_bbox: 0.3018 loss_giou: 0.4473 loss_ce_0: 0.7326 loss_bbox_0: 0.496 loss_giou_0: 0.7047 loss_ce_1: 0.6507 loss_bbox_1: 0.3515 loss_giou_1: 0.525 loss_ce_2: 0.6173 loss_bbox_2: 0.3205 loss_giou_2: 0.4799 loss_ce_3: 0.6072 loss_bbox_3: 0.3078 loss_giou_3: 0.4545 loss_ce_4: 0.5991 loss_bbox_4: 0.3023 loss_giou_4: 0.4527 time: 0.2806 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:12] d2.utils.events INFO: eta: 1 day, 10:19:08 iter: 11839 total_loss: 9.019 loss_ce: 0.5921 loss_bbox: 0.3118 loss_giou: 0.4799 loss_ce_0: 0.7264 loss_bbox_0: 0.5043 loss_giou_0: 0.6901 loss_ce_1: 0.6297 loss_bbox_1: 0.3708 loss_giou_1: 0.5426 loss_ce_2: 0.5958 loss_bbox_2: 0.3317 loss_giou_2: 0.5099 loss_ce_3: 0.5906 loss_bbox_3: 0.3309 loss_giou_3: 0.4856 loss_ce_4: 0.5868 loss_bbox_4: 0.3183 loss_giou_4: 0.4842 time: 0.2806 data_time: 0.0279 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:18] d2.utils.events INFO: eta: 1 day, 10:18:55 iter: 11859 total_loss: 9.052 loss_ce: 0.5702 loss_bbox: 0.3141 loss_giou: 0.4792 loss_ce_0: 0.7265 loss_bbox_0: 0.5011 loss_giou_0: 0.7234 loss_ce_1: 0.6144 loss_bbox_1: 0.3822 loss_giou_1: 0.5587 loss_ce_2: 0.5892 loss_bbox_2: 0.3422 loss_giou_2: 0.5112 loss_ce_3: 0.5722 loss_bbox_3: 0.3241 loss_giou_3: 0.4856 loss_ce_4: 0.5665 loss_bbox_4: 0.3217 loss_giou_4: 0.4826 time: 0.2806 data_time: 0.0232 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:23] d2.utils.events INFO: eta: 1 day, 10:18:47 iter: 11879 total_loss: 9.036 loss_ce: 0.5743 loss_bbox: 0.3054 loss_giou: 0.4657 loss_ce_0: 0.7297 loss_bbox_0: 0.5099 loss_giou_0: 0.6934 loss_ce_1: 0.6435 loss_bbox_1: 0.3557 loss_giou_1: 0.5327 loss_ce_2: 0.5916 loss_bbox_2: 0.3332 loss_giou_2: 0.4921 loss_ce_3: 0.5798 loss_bbox_3: 0.3183 loss_giou_3: 0.474 loss_ce_4: 0.5723 loss_bbox_4: 0.3093 loss_giou_4: 0.4636 time: 0.2806 data_time: 0.0273 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:29] d2.utils.events INFO: eta: 1 day, 10:18:42 iter: 11899 total_loss: 9.041 loss_ce: 0.5662 loss_bbox: 0.292 loss_giou: 0.4933 loss_ce_0: 0.7021 loss_bbox_0: 0.4922 loss_giou_0: 0.737 loss_ce_1: 0.6321 loss_bbox_1: 0.3537 loss_giou_1: 0.5691 loss_ce_2: 0.5868 loss_bbox_2: 0.3187 loss_giou_2: 0.5207 loss_ce_3: 0.5697 loss_bbox_3: 0.3058 loss_giou_3: 0.5018 loss_ce_4: 0.5567 loss_bbox_4: 0.2953 loss_giou_4: 0.4971 time: 0.2806 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:35] d2.utils.events INFO: eta: 1 day, 10:19:01 iter: 11919 total_loss: 8.64 loss_ce: 0.542 loss_bbox: 0.2788 loss_giou: 0.4722 loss_ce_0: 0.6948 loss_bbox_0: 0.4762 loss_giou_0: 0.7137 loss_ce_1: 0.6135 loss_bbox_1: 0.341 loss_giou_1: 0.5428 loss_ce_2: 0.5767 loss_bbox_2: 0.3068 loss_giou_2: 0.5003 loss_ce_3: 0.5509 loss_bbox_3: 0.287 loss_giou_3: 0.4764 loss_ce_4: 0.5462 loss_bbox_4: 0.2801 loss_giou_4: 0.4696 time: 0.2806 data_time: 0.0312 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:40] d2.utils.events INFO: eta: 1 day, 10:19:23 iter: 11939 total_loss: 9.112 loss_ce: 0.5614 loss_bbox: 0.3216 loss_giou: 0.4685 loss_ce_0: 0.6984 loss_bbox_0: 0.5097 loss_giou_0: 0.6911 loss_ce_1: 0.6052 loss_bbox_1: 0.3827 loss_giou_1: 0.5497 loss_ce_2: 0.5623 loss_bbox_2: 0.3529 loss_giou_2: 0.5095 loss_ce_3: 0.567 loss_bbox_3: 0.3301 loss_giou_3: 0.4789 loss_ce_4: 0.5571 loss_bbox_4: 0.3225 loss_giou_4: 0.4718 time: 0.2806 data_time: 0.0250 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:46] d2.utils.events INFO: eta: 1 day, 10:19:30 iter: 11959 total_loss: 9.232 loss_ce: 0.5895 loss_bbox: 0.3152 loss_giou: 0.4753 loss_ce_0: 0.7427 loss_bbox_0: 0.5142 loss_giou_0: 0.6794 loss_ce_1: 0.6444 loss_bbox_1: 0.3856 loss_giou_1: 0.5395 loss_ce_2: 0.6087 loss_bbox_2: 0.3448 loss_giou_2: 0.4949 loss_ce_3: 0.5909 loss_bbox_3: 0.3311 loss_giou_3: 0.4793 loss_ce_4: 0.5863 loss_bbox_4: 0.3271 loss_giou_4: 0.4743 time: 0.2806 data_time: 0.0284 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:52] d2.utils.events INFO: eta: 1 day, 10:19:12 iter: 11979 total_loss: 9.199 loss_ce: 0.5675 loss_bbox: 0.333 loss_giou: 0.5103 loss_ce_0: 0.7269 loss_bbox_0: 0.5052 loss_giou_0: 0.7583 loss_ce_1: 0.6281 loss_bbox_1: 0.3711 loss_giou_1: 0.5891 loss_ce_2: 0.6013 loss_bbox_2: 0.3392 loss_giou_2: 0.5399 loss_ce_3: 0.5867 loss_bbox_3: 0.3456 loss_giou_3: 0.5151 loss_ce_4: 0.5674 loss_bbox_4: 0.3366 loss_giou_4: 0.5139 time: 0.2806 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:09:58] d2.utils.events INFO: eta: 1 day, 10:18:54 iter: 11999 total_loss: 9.14 loss_ce: 0.5682 loss_bbox: 0.3116 loss_giou: 0.4791 loss_ce_0: 0.7032 loss_bbox_0: 0.5076 loss_giou_0: 0.7128 loss_ce_1: 0.6155 loss_bbox_1: 0.3647 loss_giou_1: 0.5614 loss_ce_2: 0.5915 loss_bbox_2: 0.3293 loss_giou_2: 0.5094 loss_ce_3: 0.5684 loss_bbox_3: 0.316 loss_giou_3: 0.4873 loss_ce_4: 0.5721 loss_bbox_4: 0.31 loss_giou_4: 0.4768 time: 0.2806 data_time: 0.0255 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:03] d2.utils.events INFO: eta: 1 day, 10:19:43 iter: 12019 total_loss: 8.909 loss_ce: 0.584 loss_bbox: 0.301 loss_giou: 0.4722 loss_ce_0: 0.7187 loss_bbox_0: 0.4833 loss_giou_0: 0.6678 loss_ce_1: 0.6188 loss_bbox_1: 0.3545 loss_giou_1: 0.5271 loss_ce_2: 0.5939 loss_bbox_2: 0.3174 loss_giou_2: 0.4781 loss_ce_3: 0.5729 loss_bbox_3: 0.306 loss_giou_3: 0.4819 loss_ce_4: 0.57 loss_bbox_4: 0.305 loss_giou_4: 0.4701 time: 0.2806 data_time: 0.0182 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:09] d2.utils.events INFO: eta: 1 day, 10:19:07 iter: 12039 total_loss: 9.098 loss_ce: 0.5634 loss_bbox: 0.319 loss_giou: 0.4856 loss_ce_0: 0.7176 loss_bbox_0: 0.5031 loss_giou_0: 0.7269 loss_ce_1: 0.6227 loss_bbox_1: 0.3701 loss_giou_1: 0.5569 loss_ce_2: 0.5813 loss_bbox_2: 0.3377 loss_giou_2: 0.5014 loss_ce_3: 0.5688 loss_bbox_3: 0.3284 loss_giou_3: 0.4883 loss_ce_4: 0.5608 loss_bbox_4: 0.3214 loss_giou_4: 0.4881 time: 0.2806 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:15] d2.utils.events INFO: eta: 1 day, 10:19:02 iter: 12059 total_loss: 9.17 loss_ce: 0.5618 loss_bbox: 0.3155 loss_giou: 0.4725 loss_ce_0: 0.7059 loss_bbox_0: 0.507 loss_giou_0: 0.6976 loss_ce_1: 0.6133 loss_bbox_1: 0.362 loss_giou_1: 0.5471 loss_ce_2: 0.5833 loss_bbox_2: 0.3257 loss_giou_2: 0.4903 loss_ce_3: 0.5695 loss_bbox_3: 0.3198 loss_giou_3: 0.4823 loss_ce_4: 0.5631 loss_bbox_4: 0.3156 loss_giou_4: 0.4771 time: 0.2806 data_time: 0.0300 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:20] d2.utils.events INFO: eta: 1 day, 10:18:50 iter: 12079 total_loss: 8.784 loss_ce: 0.5567 loss_bbox: 0.2898 loss_giou: 0.4729 loss_ce_0: 0.696 loss_bbox_0: 0.4638 loss_giou_0: 0.7127 loss_ce_1: 0.6117 loss_bbox_1: 0.3397 loss_giou_1: 0.5525 loss_ce_2: 0.5632 loss_bbox_2: 0.3064 loss_giou_2: 0.5007 loss_ce_3: 0.5551 loss_bbox_3: 0.3037 loss_giou_3: 0.4823 loss_ce_4: 0.5484 loss_bbox_4: 0.292 loss_giou_4: 0.4762 time: 0.2806 data_time: 0.0286 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:26] d2.utils.events INFO: eta: 1 day, 10:18:44 iter: 12099 total_loss: 9.046 loss_ce: 0.5607 loss_bbox: 0.3083 loss_giou: 0.4935 loss_ce_0: 0.7086 loss_bbox_0: 0.4936 loss_giou_0: 0.6563 loss_ce_1: 0.6134 loss_bbox_1: 0.3576 loss_giou_1: 0.5544 loss_ce_2: 0.5964 loss_bbox_2: 0.3285 loss_giou_2: 0.5114 loss_ce_3: 0.5597 loss_bbox_3: 0.3098 loss_giou_3: 0.491 loss_ce_4: 0.5511 loss_bbox_4: 0.3096 loss_giou_4: 0.4902 time: 0.2806 data_time: 0.0240 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:32] d2.utils.events INFO: eta: 1 day, 10:18:32 iter: 12119 total_loss: 8.87 loss_ce: 0.5596 loss_bbox: 0.3026 loss_giou: 0.4705 loss_ce_0: 0.7166 loss_bbox_0: 0.4976 loss_giou_0: 0.6902 loss_ce_1: 0.6245 loss_bbox_1: 0.3761 loss_giou_1: 0.5497 loss_ce_2: 0.5799 loss_bbox_2: 0.3373 loss_giou_2: 0.4954 loss_ce_3: 0.5727 loss_bbox_3: 0.3165 loss_giou_3: 0.4796 loss_ce_4: 0.5614 loss_bbox_4: 0.3059 loss_giou_4: 0.4799 time: 0.2806 data_time: 0.0284 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:37] d2.utils.events INFO: eta: 1 day, 10:17:02 iter: 12139 total_loss: 9.12 loss_ce: 0.5726 loss_bbox: 0.3323 loss_giou: 0.4779 loss_ce_0: 0.7038 loss_bbox_0: 0.5212 loss_giou_0: 0.7082 loss_ce_1: 0.639 loss_bbox_1: 0.3838 loss_giou_1: 0.5397 loss_ce_2: 0.5967 loss_bbox_2: 0.3568 loss_giou_2: 0.4961 loss_ce_3: 0.5724 loss_bbox_3: 0.3427 loss_giou_3: 0.4891 loss_ce_4: 0.576 loss_bbox_4: 0.3356 loss_giou_4: 0.4831 time: 0.2806 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:43] d2.utils.events INFO: eta: 1 day, 10:16:13 iter: 12159 total_loss: 9.032 loss_ce: 0.5696 loss_bbox: 0.3111 loss_giou: 0.4834 loss_ce_0: 0.7084 loss_bbox_0: 0.5149 loss_giou_0: 0.7244 loss_ce_1: 0.61 loss_bbox_1: 0.394 loss_giou_1: 0.5642 loss_ce_2: 0.5846 loss_bbox_2: 0.3465 loss_giou_2: 0.5087 loss_ce_3: 0.5731 loss_bbox_3: 0.3302 loss_giou_3: 0.4893 loss_ce_4: 0.5705 loss_bbox_4: 0.3127 loss_giou_4: 0.4861 time: 0.2806 data_time: 0.0310 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:49] d2.utils.events INFO: eta: 1 day, 10:17:29 iter: 12179 total_loss: 9.523 loss_ce: 0.594 loss_bbox: 0.332 loss_giou: 0.5109 loss_ce_0: 0.7335 loss_bbox_0: 0.5225 loss_giou_0: 0.7526 loss_ce_1: 0.6555 loss_bbox_1: 0.3918 loss_giou_1: 0.5892 loss_ce_2: 0.6101 loss_bbox_2: 0.3495 loss_giou_2: 0.5386 loss_ce_3: 0.5994 loss_bbox_3: 0.3326 loss_giou_3: 0.5139 loss_ce_4: 0.5963 loss_bbox_4: 0.3338 loss_giou_4: 0.5085 time: 0.2806 data_time: 0.0220 lr: 2.5e-05 max_mem: 5115M [11/02 14:10:55] d2.utils.events INFO: eta: 1 day, 10:16:34 iter: 12199 total_loss: 8.834 loss_ce: 0.571 loss_bbox: 0.3067 loss_giou: 0.4878 loss_ce_0: 0.7087 loss_bbox_0: 0.4946 loss_giou_0: 0.7019 loss_ce_1: 0.6138 loss_bbox_1: 0.3695 loss_giou_1: 0.5481 loss_ce_2: 0.5849 loss_bbox_2: 0.3248 loss_giou_2: 0.5274 loss_ce_3: 0.571 loss_bbox_3: 0.3116 loss_giou_3: 0.5021 loss_ce_4: 0.5727 loss_bbox_4: 0.308 loss_giou_4: 0.4929 time: 0.2806 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:00] d2.utils.events INFO: eta: 1 day, 10:16:56 iter: 12219 total_loss: 8.841 loss_ce: 0.5504 loss_bbox: 0.2713 loss_giou: 0.4473 loss_ce_0: 0.7101 loss_bbox_0: 0.4905 loss_giou_0: 0.699 loss_ce_1: 0.613 loss_bbox_1: 0.3519 loss_giou_1: 0.5333 loss_ce_2: 0.5796 loss_bbox_2: 0.3019 loss_giou_2: 0.4762 loss_ce_3: 0.5554 loss_bbox_3: 0.2889 loss_giou_3: 0.4609 loss_ce_4: 0.5543 loss_bbox_4: 0.2747 loss_giou_4: 0.4531 time: 0.2806 data_time: 0.0303 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:06] d2.utils.events INFO: eta: 1 day, 10:16:31 iter: 12239 total_loss: 8.869 loss_ce: 0.5702 loss_bbox: 0.308 loss_giou: 0.4588 loss_ce_0: 0.7076 loss_bbox_0: 0.5093 loss_giou_0: 0.6857 loss_ce_1: 0.619 loss_bbox_1: 0.3702 loss_giou_1: 0.5429 loss_ce_2: 0.6034 loss_bbox_2: 0.3428 loss_giou_2: 0.4893 loss_ce_3: 0.572 loss_bbox_3: 0.3246 loss_giou_3: 0.4732 loss_ce_4: 0.5835 loss_bbox_4: 0.3141 loss_giou_4: 0.4661 time: 0.2806 data_time: 0.0277 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:12] d2.utils.events INFO: eta: 1 day, 10:16:17 iter: 12259 total_loss: 8.943 loss_ce: 0.5712 loss_bbox: 0.2968 loss_giou: 0.4517 loss_ce_0: 0.701 loss_bbox_0: 0.4925 loss_giou_0: 0.6882 loss_ce_1: 0.6298 loss_bbox_1: 0.3567 loss_giou_1: 0.5145 loss_ce_2: 0.5905 loss_bbox_2: 0.3219 loss_giou_2: 0.4797 loss_ce_3: 0.5757 loss_bbox_3: 0.3071 loss_giou_3: 0.4618 loss_ce_4: 0.5753 loss_bbox_4: 0.3031 loss_giou_4: 0.4551 time: 0.2806 data_time: 0.0266 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:17] d2.utils.events INFO: eta: 1 day, 10:15:54 iter: 12279 total_loss: 8.53 loss_ce: 0.5172 loss_bbox: 0.2911 loss_giou: 0.4494 loss_ce_0: 0.6855 loss_bbox_0: 0.4826 loss_giou_0: 0.6708 loss_ce_1: 0.5969 loss_bbox_1: 0.3581 loss_giou_1: 0.5224 loss_ce_2: 0.5419 loss_bbox_2: 0.3059 loss_giou_2: 0.4712 loss_ce_3: 0.5299 loss_bbox_3: 0.2908 loss_giou_3: 0.4639 loss_ce_4: 0.5169 loss_bbox_4: 0.2912 loss_giou_4: 0.4528 time: 0.2806 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:23] d2.utils.events INFO: eta: 1 day, 10:15:28 iter: 12299 total_loss: 8.848 loss_ce: 0.585 loss_bbox: 0.3032 loss_giou: 0.4656 loss_ce_0: 0.7037 loss_bbox_0: 0.4841 loss_giou_0: 0.6748 loss_ce_1: 0.6235 loss_bbox_1: 0.3603 loss_giou_1: 0.5342 loss_ce_2: 0.5871 loss_bbox_2: 0.3195 loss_giou_2: 0.4964 loss_ce_3: 0.5813 loss_bbox_3: 0.3084 loss_giou_3: 0.476 loss_ce_4: 0.5799 loss_bbox_4: 0.2987 loss_giou_4: 0.4652 time: 0.2806 data_time: 0.0262 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:29] d2.utils.events INFO: eta: 1 day, 10:15:24 iter: 12319 total_loss: 9.047 loss_ce: 0.5688 loss_bbox: 0.3118 loss_giou: 0.494 loss_ce_0: 0.7211 loss_bbox_0: 0.5056 loss_giou_0: 0.7097 loss_ce_1: 0.6122 loss_bbox_1: 0.377 loss_giou_1: 0.5648 loss_ce_2: 0.5719 loss_bbox_2: 0.3347 loss_giou_2: 0.513 loss_ce_3: 0.564 loss_bbox_3: 0.3214 loss_giou_3: 0.5074 loss_ce_4: 0.5732 loss_bbox_4: 0.3111 loss_giou_4: 0.4985 time: 0.2806 data_time: 0.0284 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:34] d2.utils.events INFO: eta: 1 day, 10:15:22 iter: 12339 total_loss: 8.995 loss_ce: 0.5769 loss_bbox: 0.3083 loss_giou: 0.4804 loss_ce_0: 0.7013 loss_bbox_0: 0.4937 loss_giou_0: 0.7099 loss_ce_1: 0.6228 loss_bbox_1: 0.3604 loss_giou_1: 0.5603 loss_ce_2: 0.5822 loss_bbox_2: 0.3272 loss_giou_2: 0.501 loss_ce_3: 0.5719 loss_bbox_3: 0.3141 loss_giou_3: 0.4911 loss_ce_4: 0.5715 loss_bbox_4: 0.306 loss_giou_4: 0.48 time: 0.2806 data_time: 0.0309 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:40] d2.utils.events INFO: eta: 1 day, 10:15:13 iter: 12359 total_loss: 9.141 loss_ce: 0.5531 loss_bbox: 0.3188 loss_giou: 0.4818 loss_ce_0: 0.6784 loss_bbox_0: 0.513 loss_giou_0: 0.6984 loss_ce_1: 0.6019 loss_bbox_1: 0.38 loss_giou_1: 0.5484 loss_ce_2: 0.5815 loss_bbox_2: 0.3303 loss_giou_2: 0.502 loss_ce_3: 0.5552 loss_bbox_3: 0.3161 loss_giou_3: 0.4853 loss_ce_4: 0.5524 loss_bbox_4: 0.3128 loss_giou_4: 0.4791 time: 0.2806 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:46] d2.utils.events INFO: eta: 1 day, 10:16:21 iter: 12379 total_loss: 8.887 loss_ce: 0.5534 loss_bbox: 0.2979 loss_giou: 0.4683 loss_ce_0: 0.6947 loss_bbox_0: 0.4805 loss_giou_0: 0.7067 loss_ce_1: 0.5905 loss_bbox_1: 0.3461 loss_giou_1: 0.5513 loss_ce_2: 0.5671 loss_bbox_2: 0.3091 loss_giou_2: 0.5034 loss_ce_3: 0.5508 loss_bbox_3: 0.3015 loss_giou_3: 0.49 loss_ce_4: 0.557 loss_bbox_4: 0.3049 loss_giou_4: 0.4751 time: 0.2806 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:52] d2.utils.events INFO: eta: 1 day, 10:16:26 iter: 12399 total_loss: 8.807 loss_ce: 0.572 loss_bbox: 0.2917 loss_giou: 0.4941 loss_ce_0: 0.6913 loss_bbox_0: 0.4714 loss_giou_0: 0.7 loss_ce_1: 0.6156 loss_bbox_1: 0.3442 loss_giou_1: 0.5545 loss_ce_2: 0.5754 loss_bbox_2: 0.3025 loss_giou_2: 0.5121 loss_ce_3: 0.569 loss_bbox_3: 0.2962 loss_giou_3: 0.4959 loss_ce_4: 0.5661 loss_bbox_4: 0.2927 loss_giou_4: 0.4906 time: 0.2806 data_time: 0.0252 lr: 2.5e-05 max_mem: 5115M [11/02 14:11:57] d2.utils.events INFO: eta: 1 day, 10:16:21 iter: 12419 total_loss: 9.08 loss_ce: 0.5566 loss_bbox: 0.2954 loss_giou: 0.4781 loss_ce_0: 0.6803 loss_bbox_0: 0.4484 loss_giou_0: 0.6962 loss_ce_1: 0.5964 loss_bbox_1: 0.341 loss_giou_1: 0.5524 loss_ce_2: 0.5742 loss_bbox_2: 0.3087 loss_giou_2: 0.4987 loss_ce_3: 0.5549 loss_bbox_3: 0.293 loss_giou_3: 0.4859 loss_ce_4: 0.5514 loss_bbox_4: 0.2938 loss_giou_4: 0.477 time: 0.2806 data_time: 0.0327 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:03] d2.utils.events INFO: eta: 1 day, 10:16:39 iter: 12439 total_loss: 8.711 loss_ce: 0.5595 loss_bbox: 0.297 loss_giou: 0.4618 loss_ce_0: 0.7099 loss_bbox_0: 0.4973 loss_giou_0: 0.7043 loss_ce_1: 0.6091 loss_bbox_1: 0.3599 loss_giou_1: 0.5441 loss_ce_2: 0.5827 loss_bbox_2: 0.3088 loss_giou_2: 0.4925 loss_ce_3: 0.5671 loss_bbox_3: 0.3072 loss_giou_3: 0.4765 loss_ce_4: 0.5596 loss_bbox_4: 0.2927 loss_giou_4: 0.4692 time: 0.2806 data_time: 0.0307 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:09] d2.utils.events INFO: eta: 1 day, 10:16:50 iter: 12459 total_loss: 9.135 loss_ce: 0.5797 loss_bbox: 0.3066 loss_giou: 0.4794 loss_ce_0: 0.7106 loss_bbox_0: 0.499 loss_giou_0: 0.722 loss_ce_1: 0.6205 loss_bbox_1: 0.364 loss_giou_1: 0.5649 loss_ce_2: 0.5901 loss_bbox_2: 0.3321 loss_giou_2: 0.5125 loss_ce_3: 0.5738 loss_bbox_3: 0.3275 loss_giou_3: 0.4923 loss_ce_4: 0.575 loss_bbox_4: 0.3218 loss_giou_4: 0.4862 time: 0.2806 data_time: 0.0216 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:14] d2.utils.events INFO: eta: 1 day, 10:16:17 iter: 12479 total_loss: 8.797 loss_ce: 0.5856 loss_bbox: 0.2778 loss_giou: 0.4532 loss_ce_0: 0.7247 loss_bbox_0: 0.4882 loss_giou_0: 0.704 loss_ce_1: 0.6396 loss_bbox_1: 0.3399 loss_giou_1: 0.5347 loss_ce_2: 0.601 loss_bbox_2: 0.3075 loss_giou_2: 0.4819 loss_ce_3: 0.5862 loss_bbox_3: 0.2888 loss_giou_3: 0.4638 loss_ce_4: 0.5759 loss_bbox_4: 0.2846 loss_giou_4: 0.4582 time: 0.2806 data_time: 0.0211 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:20] d2.utils.events INFO: eta: 1 day, 10:16:06 iter: 12499 total_loss: 9.177 loss_ce: 0.5814 loss_bbox: 0.3293 loss_giou: 0.4852 loss_ce_0: 0.7432 loss_bbox_0: 0.5242 loss_giou_0: 0.7342 loss_ce_1: 0.6243 loss_bbox_1: 0.3899 loss_giou_1: 0.5707 loss_ce_2: 0.595 loss_bbox_2: 0.3557 loss_giou_2: 0.5212 loss_ce_3: 0.5862 loss_bbox_3: 0.3317 loss_giou_3: 0.505 loss_ce_4: 0.5871 loss_bbox_4: 0.3309 loss_giou_4: 0.4963 time: 0.2806 data_time: 0.0281 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:26] d2.utils.events INFO: eta: 1 day, 10:16:18 iter: 12519 total_loss: 9.128 loss_ce: 0.581 loss_bbox: 0.2946 loss_giou: 0.4779 loss_ce_0: 0.7017 loss_bbox_0: 0.5001 loss_giou_0: 0.7161 loss_ce_1: 0.6263 loss_bbox_1: 0.3463 loss_giou_1: 0.5744 loss_ce_2: 0.5879 loss_bbox_2: 0.3149 loss_giou_2: 0.5142 loss_ce_3: 0.5702 loss_bbox_3: 0.3066 loss_giou_3: 0.493 loss_ce_4: 0.5718 loss_bbox_4: 0.3062 loss_giou_4: 0.4822 time: 0.2806 data_time: 0.0224 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:31] d2.utils.events INFO: eta: 1 day, 10:16:04 iter: 12539 total_loss: 8.912 loss_ce: 0.5782 loss_bbox: 0.2987 loss_giou: 0.4778 loss_ce_0: 0.7166 loss_bbox_0: 0.4967 loss_giou_0: 0.7144 loss_ce_1: 0.6289 loss_bbox_1: 0.3607 loss_giou_1: 0.5537 loss_ce_2: 0.589 loss_bbox_2: 0.3148 loss_giou_2: 0.5108 loss_ce_3: 0.5747 loss_bbox_3: 0.2933 loss_giou_3: 0.4899 loss_ce_4: 0.5755 loss_bbox_4: 0.3064 loss_giou_4: 0.4773 time: 0.2806 data_time: 0.0318 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:37] d2.utils.events INFO: eta: 1 day, 10:14:46 iter: 12559 total_loss: 9.461 loss_ce: 0.5816 loss_bbox: 0.3107 loss_giou: 0.4934 loss_ce_0: 0.7308 loss_bbox_0: 0.521 loss_giou_0: 0.6899 loss_ce_1: 0.643 loss_bbox_1: 0.3783 loss_giou_1: 0.559 loss_ce_2: 0.6045 loss_bbox_2: 0.3337 loss_giou_2: 0.52 loss_ce_3: 0.5832 loss_bbox_3: 0.3177 loss_giou_3: 0.5057 loss_ce_4: 0.5869 loss_bbox_4: 0.3117 loss_giou_4: 0.4992 time: 0.2806 data_time: 0.0250 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:43] d2.utils.events INFO: eta: 1 day, 10:15:29 iter: 12579 total_loss: 8.915 loss_ce: 0.577 loss_bbox: 0.2878 loss_giou: 0.4759 loss_ce_0: 0.7244 loss_bbox_0: 0.4906 loss_giou_0: 0.7125 loss_ce_1: 0.6288 loss_bbox_1: 0.3504 loss_giou_1: 0.5389 loss_ce_2: 0.5949 loss_bbox_2: 0.3127 loss_giou_2: 0.4927 loss_ce_3: 0.5761 loss_bbox_3: 0.2945 loss_giou_3: 0.4801 loss_ce_4: 0.5747 loss_bbox_4: 0.2942 loss_giou_4: 0.4733 time: 0.2806 data_time: 0.0286 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:49] d2.utils.events INFO: eta: 1 day, 10:14:50 iter: 12599 total_loss: 8.98 loss_ce: 0.5986 loss_bbox: 0.3154 loss_giou: 0.4738 loss_ce_0: 0.7261 loss_bbox_0: 0.5058 loss_giou_0: 0.6828 loss_ce_1: 0.6462 loss_bbox_1: 0.3641 loss_giou_1: 0.5396 loss_ce_2: 0.6104 loss_bbox_2: 0.3321 loss_giou_2: 0.4986 loss_ce_3: 0.601 loss_bbox_3: 0.32 loss_giou_3: 0.4791 loss_ce_4: 0.5941 loss_bbox_4: 0.3132 loss_giou_4: 0.4737 time: 0.2806 data_time: 0.0215 lr: 2.5e-05 max_mem: 5115M [11/02 14:12:54] d2.utils.events INFO: eta: 1 day, 10:15:13 iter: 12619 total_loss: 8.964 loss_ce: 0.5453 loss_bbox: 0.3084 loss_giou: 0.4912 loss_ce_0: 0.6952 loss_bbox_0: 0.4883 loss_giou_0: 0.7146 loss_ce_1: 0.6029 loss_bbox_1: 0.3584 loss_giou_1: 0.5605 loss_ce_2: 0.5598 loss_bbox_2: 0.3301 loss_giou_2: 0.5149 loss_ce_3: 0.5507 loss_bbox_3: 0.3083 loss_giou_3: 0.5037 loss_ce_4: 0.5397 loss_bbox_4: 0.3107 loss_giou_4: 0.493 time: 0.2806 data_time: 0.0277 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:00] d2.utils.events INFO: eta: 1 day, 10:15:29 iter: 12639 total_loss: 8.871 loss_ce: 0.5863 loss_bbox: 0.294 loss_giou: 0.4672 loss_ce_0: 0.7202 loss_bbox_0: 0.4799 loss_giou_0: 0.6958 loss_ce_1: 0.6279 loss_bbox_1: 0.3549 loss_giou_1: 0.5417 loss_ce_2: 0.5969 loss_bbox_2: 0.3117 loss_giou_2: 0.497 loss_ce_3: 0.5711 loss_bbox_3: 0.2965 loss_giou_3: 0.4836 loss_ce_4: 0.5818 loss_bbox_4: 0.2914 loss_giou_4: 0.4703 time: 0.2806 data_time: 0.0239 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:06] d2.utils.events INFO: eta: 1 day, 10:14:49 iter: 12659 total_loss: 8.902 loss_ce: 0.5757 loss_bbox: 0.2836 loss_giou: 0.4757 loss_ce_0: 0.7079 loss_bbox_0: 0.5046 loss_giou_0: 0.713 loss_ce_1: 0.6218 loss_bbox_1: 0.3407 loss_giou_1: 0.56 loss_ce_2: 0.5836 loss_bbox_2: 0.3024 loss_giou_2: 0.5086 loss_ce_3: 0.5755 loss_bbox_3: 0.2917 loss_giou_3: 0.4887 loss_ce_4: 0.5759 loss_bbox_4: 0.283 loss_giou_4: 0.4793 time: 0.2806 data_time: 0.0214 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:11] d2.utils.events INFO: eta: 1 day, 10:14:12 iter: 12679 total_loss: 9.288 loss_ce: 0.6182 loss_bbox: 0.3195 loss_giou: 0.4893 loss_ce_0: 0.7374 loss_bbox_0: 0.5124 loss_giou_0: 0.731 loss_ce_1: 0.6506 loss_bbox_1: 0.3757 loss_giou_1: 0.5573 loss_ce_2: 0.6154 loss_bbox_2: 0.3338 loss_giou_2: 0.5075 loss_ce_3: 0.6025 loss_bbox_3: 0.3308 loss_giou_3: 0.4967 loss_ce_4: 0.6058 loss_bbox_4: 0.3192 loss_giou_4: 0.4901 time: 0.2806 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:17] d2.utils.events INFO: eta: 1 day, 10:13:27 iter: 12699 total_loss: 8.642 loss_ce: 0.5307 loss_bbox: 0.2766 loss_giou: 0.4459 loss_ce_0: 0.6995 loss_bbox_0: 0.4775 loss_giou_0: 0.6589 loss_ce_1: 0.6058 loss_bbox_1: 0.3428 loss_giou_1: 0.5151 loss_ce_2: 0.5551 loss_bbox_2: 0.3047 loss_giou_2: 0.4746 loss_ce_3: 0.5363 loss_bbox_3: 0.2933 loss_giou_3: 0.4669 loss_ce_4: 0.5365 loss_bbox_4: 0.2805 loss_giou_4: 0.4492 time: 0.2806 data_time: 0.0274 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:23] d2.utils.events INFO: eta: 1 day, 10:13:26 iter: 12719 total_loss: 8.959 loss_ce: 0.55 loss_bbox: 0.3103 loss_giou: 0.4985 loss_ce_0: 0.7012 loss_bbox_0: 0.4966 loss_giou_0: 0.7241 loss_ce_1: 0.606 loss_bbox_1: 0.3543 loss_giou_1: 0.5646 loss_ce_2: 0.5595 loss_bbox_2: 0.3177 loss_giou_2: 0.5231 loss_ce_3: 0.5456 loss_bbox_3: 0.3109 loss_giou_3: 0.5143 loss_ce_4: 0.542 loss_bbox_4: 0.3089 loss_giou_4: 0.5042 time: 0.2806 data_time: 0.0234 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:28] d2.utils.events INFO: eta: 1 day, 10:13:30 iter: 12739 total_loss: 8.602 loss_ce: 0.5611 loss_bbox: 0.3074 loss_giou: 0.4529 loss_ce_0: 0.7209 loss_bbox_0: 0.5013 loss_giou_0: 0.682 loss_ce_1: 0.6317 loss_bbox_1: 0.3565 loss_giou_1: 0.5295 loss_ce_2: 0.596 loss_bbox_2: 0.3273 loss_giou_2: 0.4794 loss_ce_3: 0.5717 loss_bbox_3: 0.3115 loss_giou_3: 0.4693 loss_ce_4: 0.5702 loss_bbox_4: 0.3088 loss_giou_4: 0.4535 time: 0.2806 data_time: 0.0226 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:34] d2.utils.events INFO: eta: 1 day, 10:13:14 iter: 12759 total_loss: 9.054 loss_ce: 0.5786 loss_bbox: 0.3173 loss_giou: 0.4587 loss_ce_0: 0.7292 loss_bbox_0: 0.5119 loss_giou_0: 0.7153 loss_ce_1: 0.6151 loss_bbox_1: 0.3658 loss_giou_1: 0.5402 loss_ce_2: 0.5853 loss_bbox_2: 0.3273 loss_giou_2: 0.4927 loss_ce_3: 0.5664 loss_bbox_3: 0.313 loss_giou_3: 0.4618 loss_ce_4: 0.5735 loss_bbox_4: 0.3111 loss_giou_4: 0.4603 time: 0.2806 data_time: 0.0239 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:40] d2.utils.events INFO: eta: 1 day, 10:13:34 iter: 12779 total_loss: 9.242 loss_ce: 0.6031 loss_bbox: 0.3161 loss_giou: 0.4667 loss_ce_0: 0.7105 loss_bbox_0: 0.5099 loss_giou_0: 0.6973 loss_ce_1: 0.6345 loss_bbox_1: 0.3757 loss_giou_1: 0.5458 loss_ce_2: 0.6136 loss_bbox_2: 0.3333 loss_giou_2: 0.4968 loss_ce_3: 0.5901 loss_bbox_3: 0.327 loss_giou_3: 0.4798 loss_ce_4: 0.5936 loss_bbox_4: 0.3156 loss_giou_4: 0.4719 time: 0.2806 data_time: 0.0233 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:45] d2.utils.events INFO: eta: 1 day, 10:13:56 iter: 12799 total_loss: 9.092 loss_ce: 0.5947 loss_bbox: 0.3056 loss_giou: 0.4535 loss_ce_0: 0.7409 loss_bbox_0: 0.5046 loss_giou_0: 0.6729 loss_ce_1: 0.6458 loss_bbox_1: 0.3781 loss_giou_1: 0.5236 loss_ce_2: 0.6091 loss_bbox_2: 0.3297 loss_giou_2: 0.4906 loss_ce_3: 0.6052 loss_bbox_3: 0.3172 loss_giou_3: 0.4734 loss_ce_4: 0.596 loss_bbox_4: 0.3071 loss_giou_4: 0.4614 time: 0.2806 data_time: 0.0228 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:51] d2.utils.events INFO: eta: 1 day, 10:12:53 iter: 12819 total_loss: 9.358 loss_ce: 0.5934 loss_bbox: 0.3092 loss_giou: 0.4697 loss_ce_0: 0.7231 loss_bbox_0: 0.4895 loss_giou_0: 0.7033 loss_ce_1: 0.638 loss_bbox_1: 0.3686 loss_giou_1: 0.5403 loss_ce_2: 0.61 loss_bbox_2: 0.3268 loss_giou_2: 0.5002 loss_ce_3: 0.5846 loss_bbox_3: 0.3239 loss_giou_3: 0.4802 loss_ce_4: 0.5867 loss_bbox_4: 0.3085 loss_giou_4: 0.4709 time: 0.2806 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:13:57] d2.utils.events INFO: eta: 1 day, 10:13:11 iter: 12839 total_loss: 8.533 loss_ce: 0.5493 loss_bbox: 0.2938 loss_giou: 0.4514 loss_ce_0: 0.6778 loss_bbox_0: 0.4934 loss_giou_0: 0.6802 loss_ce_1: 0.6005 loss_bbox_1: 0.3568 loss_giou_1: 0.5224 loss_ce_2: 0.5643 loss_bbox_2: 0.3084 loss_giou_2: 0.4737 loss_ce_3: 0.5429 loss_bbox_3: 0.2993 loss_giou_3: 0.4553 loss_ce_4: 0.5441 loss_bbox_4: 0.2965 loss_giou_4: 0.4492 time: 0.2806 data_time: 0.0293 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:02] d2.utils.events INFO: eta: 1 day, 10:12:52 iter: 12859 total_loss: 8.731 loss_ce: 0.5753 loss_bbox: 0.274 loss_giou: 0.4664 loss_ce_0: 0.715 loss_bbox_0: 0.4784 loss_giou_0: 0.6851 loss_ce_1: 0.6356 loss_bbox_1: 0.3335 loss_giou_1: 0.5299 loss_ce_2: 0.5905 loss_bbox_2: 0.3047 loss_giou_2: 0.49 loss_ce_3: 0.5813 loss_bbox_3: 0.2818 loss_giou_3: 0.4781 loss_ce_4: 0.5772 loss_bbox_4: 0.277 loss_giou_4: 0.4685 time: 0.2806 data_time: 0.0267 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:08] d2.utils.events INFO: eta: 1 day, 10:12:52 iter: 12879 total_loss: 8.909 loss_ce: 0.562 loss_bbox: 0.3004 loss_giou: 0.4588 loss_ce_0: 0.7153 loss_bbox_0: 0.4942 loss_giou_0: 0.6883 loss_ce_1: 0.6135 loss_bbox_1: 0.3532 loss_giou_1: 0.5334 loss_ce_2: 0.5729 loss_bbox_2: 0.3221 loss_giou_2: 0.4913 loss_ce_3: 0.5611 loss_bbox_3: 0.3048 loss_giou_3: 0.4781 loss_ce_4: 0.561 loss_bbox_4: 0.3029 loss_giou_4: 0.469 time: 0.2806 data_time: 0.0212 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:14] d2.utils.events INFO: eta: 1 day, 10:12:12 iter: 12899 total_loss: 9.025 loss_ce: 0.5729 loss_bbox: 0.303 loss_giou: 0.4686 loss_ce_0: 0.7106 loss_bbox_0: 0.5046 loss_giou_0: 0.7114 loss_ce_1: 0.6392 loss_bbox_1: 0.3585 loss_giou_1: 0.5342 loss_ce_2: 0.5872 loss_bbox_2: 0.3211 loss_giou_2: 0.4958 loss_ce_3: 0.5777 loss_bbox_3: 0.3097 loss_giou_3: 0.4711 loss_ce_4: 0.574 loss_bbox_4: 0.3092 loss_giou_4: 0.4715 time: 0.2806 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:19] d2.utils.events INFO: eta: 1 day, 10:11:55 iter: 12919 total_loss: 8.94 loss_ce: 0.5642 loss_bbox: 0.2911 loss_giou: 0.4815 loss_ce_0: 0.7273 loss_bbox_0: 0.4936 loss_giou_0: 0.7218 loss_ce_1: 0.628 loss_bbox_1: 0.356 loss_giou_1: 0.5605 loss_ce_2: 0.5861 loss_bbox_2: 0.3115 loss_giou_2: 0.5114 loss_ce_3: 0.5728 loss_bbox_3: 0.3 loss_giou_3: 0.4928 loss_ce_4: 0.5681 loss_bbox_4: 0.2912 loss_giou_4: 0.4882 time: 0.2806 data_time: 0.0268 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:25] d2.utils.events INFO: eta: 1 day, 10:12:07 iter: 12939 total_loss: 8.66 loss_ce: 0.5848 loss_bbox: 0.2732 loss_giou: 0.4402 loss_ce_0: 0.7262 loss_bbox_0: 0.4727 loss_giou_0: 0.6928 loss_ce_1: 0.6383 loss_bbox_1: 0.3391 loss_giou_1: 0.5201 loss_ce_2: 0.5802 loss_bbox_2: 0.2969 loss_giou_2: 0.4646 loss_ce_3: 0.587 loss_bbox_3: 0.2807 loss_giou_3: 0.4547 loss_ce_4: 0.5849 loss_bbox_4: 0.2784 loss_giou_4: 0.4414 time: 0.2806 data_time: 0.0237 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:31] d2.utils.events INFO: eta: 1 day, 10:12:24 iter: 12959 total_loss: 9.201 loss_ce: 0.584 loss_bbox: 0.294 loss_giou: 0.5019 loss_ce_0: 0.7308 loss_bbox_0: 0.4833 loss_giou_0: 0.7381 loss_ce_1: 0.6302 loss_bbox_1: 0.3453 loss_giou_1: 0.5683 loss_ce_2: 0.6099 loss_bbox_2: 0.3173 loss_giou_2: 0.525 loss_ce_3: 0.5882 loss_bbox_3: 0.301 loss_giou_3: 0.5065 loss_ce_4: 0.5973 loss_bbox_4: 0.2916 loss_giou_4: 0.5022 time: 0.2806 data_time: 0.0276 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:36] d2.utils.events INFO: eta: 1 day, 10:12:24 iter: 12979 total_loss: 8.743 loss_ce: 0.5935 loss_bbox: 0.2889 loss_giou: 0.4408 loss_ce_0: 0.701 loss_bbox_0: 0.5004 loss_giou_0: 0.6658 loss_ce_1: 0.6226 loss_bbox_1: 0.3556 loss_giou_1: 0.5115 loss_ce_2: 0.5975 loss_bbox_2: 0.319 loss_giou_2: 0.4644 loss_ce_3: 0.5859 loss_bbox_3: 0.3055 loss_giou_3: 0.4573 loss_ce_4: 0.5815 loss_bbox_4: 0.2988 loss_giou_4: 0.4468 time: 0.2806 data_time: 0.0246 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:42] d2.utils.events INFO: eta: 1 day, 10:12:32 iter: 12999 total_loss: 8.752 loss_ce: 0.5162 loss_bbox: 0.2793 loss_giou: 0.4607 loss_ce_0: 0.6792 loss_bbox_0: 0.4871 loss_giou_0: 0.6998 loss_ce_1: 0.5784 loss_bbox_1: 0.3417 loss_giou_1: 0.5362 loss_ce_2: 0.5426 loss_bbox_2: 0.2969 loss_giou_2: 0.4911 loss_ce_3: 0.5191 loss_bbox_3: 0.2895 loss_giou_3: 0.4762 loss_ce_4: 0.5187 loss_bbox_4: 0.284 loss_giou_4: 0.4663 time: 0.2806 data_time: 0.0228 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:48] d2.utils.events INFO: eta: 1 day, 10:12:26 iter: 13019 total_loss: 8.791 loss_ce: 0.5623 loss_bbox: 0.2974 loss_giou: 0.4639 loss_ce_0: 0.6884 loss_bbox_0: 0.4874 loss_giou_0: 0.7073 loss_ce_1: 0.615 loss_bbox_1: 0.3444 loss_giou_1: 0.5452 loss_ce_2: 0.5723 loss_bbox_2: 0.3215 loss_giou_2: 0.4846 loss_ce_3: 0.556 loss_bbox_3: 0.3129 loss_giou_3: 0.4751 loss_ce_4: 0.548 loss_bbox_4: 0.3075 loss_giou_4: 0.4726 time: 0.2806 data_time: 0.0219 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:54] d2.utils.events INFO: eta: 1 day, 10:12:14 iter: 13039 total_loss: 8.774 loss_ce: 0.5612 loss_bbox: 0.2943 loss_giou: 0.4791 loss_ce_0: 0.6982 loss_bbox_0: 0.4727 loss_giou_0: 0.7361 loss_ce_1: 0.6069 loss_bbox_1: 0.3416 loss_giou_1: 0.5454 loss_ce_2: 0.5752 loss_bbox_2: 0.3179 loss_giou_2: 0.4991 loss_ce_3: 0.567 loss_bbox_3: 0.301 loss_giou_3: 0.4857 loss_ce_4: 0.5659 loss_bbox_4: 0.2965 loss_giou_4: 0.4779 time: 0.2806 data_time: 0.0278 lr: 2.5e-05 max_mem: 5115M [11/02 14:14:59] d2.utils.events INFO: eta: 1 day, 10:12:15 iter: 13059 total_loss: 9.158 loss_ce: 0.5788 loss_bbox: 0.2984 loss_giou: 0.4806 loss_ce_0: 0.7206 loss_bbox_0: 0.4885 loss_giou_0: 0.6937 loss_ce_1: 0.6317 loss_bbox_1: 0.3555 loss_giou_1: 0.5455 loss_ce_2: 0.5958 loss_bbox_2: 0.3331 loss_giou_2: 0.5082 loss_ce_3: 0.5912 loss_bbox_3: 0.3115 loss_giou_3: 0.4886 loss_ce_4: 0.5843 loss_bbox_4: 0.3028 loss_giou_4: 0.4818 time: 0.2806 data_time: 0.0247 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:05] d2.utils.events INFO: eta: 1 day, 10:12:32 iter: 13079 total_loss: 8.839 loss_ce: 0.557 loss_bbox: 0.3094 loss_giou: 0.461 loss_ce_0: 0.6885 loss_bbox_0: 0.4889 loss_giou_0: 0.6947 loss_ce_1: 0.616 loss_bbox_1: 0.3617 loss_giou_1: 0.5221 loss_ce_2: 0.5704 loss_bbox_2: 0.3379 loss_giou_2: 0.4835 loss_ce_3: 0.5585 loss_bbox_3: 0.3195 loss_giou_3: 0.4721 loss_ce_4: 0.5594 loss_bbox_4: 0.3141 loss_giou_4: 0.4626 time: 0.2806 data_time: 0.0260 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:11] d2.utils.events INFO: eta: 1 day, 10:13:26 iter: 13099 total_loss: 9.072 loss_ce: 0.5589 loss_bbox: 0.2951 loss_giou: 0.4897 loss_ce_0: 0.7102 loss_bbox_0: 0.5039 loss_giou_0: 0.7199 loss_ce_1: 0.6195 loss_bbox_1: 0.3587 loss_giou_1: 0.5651 loss_ce_2: 0.5779 loss_bbox_2: 0.3091 loss_giou_2: 0.5056 loss_ce_3: 0.5637 loss_bbox_3: 0.3019 loss_giou_3: 0.501 loss_ce_4: 0.5613 loss_bbox_4: 0.2936 loss_giou_4: 0.4918 time: 0.2806 data_time: 0.0260 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:17] d2.utils.events INFO: eta: 1 day, 10:13:25 iter: 13119 total_loss: 9.159 loss_ce: 0.5392 loss_bbox: 0.2963 loss_giou: 0.4957 loss_ce_0: 0.6881 loss_bbox_0: 0.5115 loss_giou_0: 0.7354 loss_ce_1: 0.6014 loss_bbox_1: 0.3678 loss_giou_1: 0.575 loss_ce_2: 0.5631 loss_bbox_2: 0.3307 loss_giou_2: 0.5261 loss_ce_3: 0.5364 loss_bbox_3: 0.3162 loss_giou_3: 0.5103 loss_ce_4: 0.5398 loss_bbox_4: 0.3041 loss_giou_4: 0.5025 time: 0.2806 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:22] d2.utils.events INFO: eta: 1 day, 10:13:26 iter: 13139 total_loss: 8.728 loss_ce: 0.5572 loss_bbox: 0.3089 loss_giou: 0.4784 loss_ce_0: 0.7143 loss_bbox_0: 0.4931 loss_giou_0: 0.6914 loss_ce_1: 0.6175 loss_bbox_1: 0.3543 loss_giou_1: 0.538 loss_ce_2: 0.5754 loss_bbox_2: 0.3167 loss_giou_2: 0.4867 loss_ce_3: 0.5659 loss_bbox_3: 0.3062 loss_giou_3: 0.4826 loss_ce_4: 0.5549 loss_bbox_4: 0.3028 loss_giou_4: 0.4787 time: 0.2806 data_time: 0.0258 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:28] d2.utils.events INFO: eta: 1 day, 10:14:14 iter: 13159 total_loss: 8.807 loss_ce: 0.5745 loss_bbox: 0.3068 loss_giou: 0.4557 loss_ce_0: 0.7001 loss_bbox_0: 0.4705 loss_giou_0: 0.6719 loss_ce_1: 0.6082 loss_bbox_1: 0.3499 loss_giou_1: 0.5159 loss_ce_2: 0.6022 loss_bbox_2: 0.3174 loss_giou_2: 0.4707 loss_ce_3: 0.5836 loss_bbox_3: 0.3056 loss_giou_3: 0.4578 loss_ce_4: 0.5682 loss_bbox_4: 0.3015 loss_giou_4: 0.4516 time: 0.2806 data_time: 0.0289 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:34] d2.utils.events INFO: eta: 1 day, 10:13:04 iter: 13179 total_loss: 8.618 loss_ce: 0.5502 loss_bbox: 0.2884 loss_giou: 0.4689 loss_ce_0: 0.6957 loss_bbox_0: 0.4844 loss_giou_0: 0.6753 loss_ce_1: 0.6153 loss_bbox_1: 0.3543 loss_giou_1: 0.5385 loss_ce_2: 0.5759 loss_bbox_2: 0.311 loss_giou_2: 0.4874 loss_ce_3: 0.5497 loss_bbox_3: 0.2925 loss_giou_3: 0.47 loss_ce_4: 0.5552 loss_bbox_4: 0.2945 loss_giou_4: 0.4697 time: 0.2806 data_time: 0.0267 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:39] d2.utils.events INFO: eta: 1 day, 10:14:03 iter: 13199 total_loss: 8.846 loss_ce: 0.5444 loss_bbox: 0.2996 loss_giou: 0.4553 loss_ce_0: 0.7009 loss_bbox_0: 0.4925 loss_giou_0: 0.6615 loss_ce_1: 0.6135 loss_bbox_1: 0.3579 loss_giou_1: 0.5265 loss_ce_2: 0.5666 loss_bbox_2: 0.3236 loss_giou_2: 0.4713 loss_ce_3: 0.5583 loss_bbox_3: 0.3123 loss_giou_3: 0.4569 loss_ce_4: 0.5573 loss_bbox_4: 0.3051 loss_giou_4: 0.4493 time: 0.2806 data_time: 0.0200 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:45] d2.utils.events INFO: eta: 1 day, 10:13:39 iter: 13219 total_loss: 8.765 loss_ce: 0.5559 loss_bbox: 0.2762 loss_giou: 0.4577 loss_ce_0: 0.6889 loss_bbox_0: 0.485 loss_giou_0: 0.7059 loss_ce_1: 0.5907 loss_bbox_1: 0.3474 loss_giou_1: 0.5319 loss_ce_2: 0.5604 loss_bbox_2: 0.2994 loss_giou_2: 0.4776 loss_ce_3: 0.5408 loss_bbox_3: 0.2891 loss_giou_3: 0.4682 loss_ce_4: 0.5465 loss_bbox_4: 0.2813 loss_giou_4: 0.4583 time: 0.2806 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:51] d2.utils.events INFO: eta: 1 day, 10:13:56 iter: 13239 total_loss: 8.812 loss_ce: 0.5738 loss_bbox: 0.3152 loss_giou: 0.4406 loss_ce_0: 0.6955 loss_bbox_0: 0.4911 loss_giou_0: 0.6622 loss_ce_1: 0.6132 loss_bbox_1: 0.3757 loss_giou_1: 0.512 loss_ce_2: 0.5959 loss_bbox_2: 0.3345 loss_giou_2: 0.4571 loss_ce_3: 0.5697 loss_bbox_3: 0.3236 loss_giou_3: 0.4465 loss_ce_4: 0.569 loss_bbox_4: 0.3191 loss_giou_4: 0.4426 time: 0.2806 data_time: 0.0225 lr: 2.5e-05 max_mem: 5115M [11/02 14:15:56] d2.utils.events INFO: eta: 1 day, 10:14:15 iter: 13259 total_loss: 9.074 loss_ce: 0.5687 loss_bbox: 0.317 loss_giou: 0.5048 loss_ce_0: 0.7035 loss_bbox_0: 0.4894 loss_giou_0: 0.7275 loss_ce_1: 0.6073 loss_bbox_1: 0.3741 loss_giou_1: 0.5817 loss_ce_2: 0.5909 loss_bbox_2: 0.3304 loss_giou_2: 0.5337 loss_ce_3: 0.5661 loss_bbox_3: 0.3155 loss_giou_3: 0.5102 loss_ce_4: 0.5691 loss_bbox_4: 0.3193 loss_giou_4: 0.5103 time: 0.2806 data_time: 0.0220 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:02] d2.utils.events INFO: eta: 1 day, 10:14:20 iter: 13279 total_loss: 9.115 loss_ce: 0.5562 loss_bbox: 0.3084 loss_giou: 0.4678 loss_ce_0: 0.6983 loss_bbox_0: 0.5201 loss_giou_0: 0.7082 loss_ce_1: 0.6154 loss_bbox_1: 0.3612 loss_giou_1: 0.5548 loss_ce_2: 0.5875 loss_bbox_2: 0.3359 loss_giou_2: 0.5001 loss_ce_3: 0.5718 loss_bbox_3: 0.3127 loss_giou_3: 0.4785 loss_ce_4: 0.5577 loss_bbox_4: 0.3048 loss_giou_4: 0.4699 time: 0.2806 data_time: 0.0201 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:08] d2.utils.events INFO: eta: 1 day, 10:14:36 iter: 13299 total_loss: 9.243 loss_ce: 0.543 loss_bbox: 0.3104 loss_giou: 0.5072 loss_ce_0: 0.7063 loss_bbox_0: 0.4983 loss_giou_0: 0.738 loss_ce_1: 0.6029 loss_bbox_1: 0.3668 loss_giou_1: 0.5923 loss_ce_2: 0.5652 loss_bbox_2: 0.3283 loss_giou_2: 0.5395 loss_ce_3: 0.5457 loss_bbox_3: 0.3145 loss_giou_3: 0.5162 loss_ce_4: 0.5424 loss_bbox_4: 0.3106 loss_giou_4: 0.5102 time: 0.2806 data_time: 0.0216 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:14] d2.utils.events INFO: eta: 1 day, 10:14:49 iter: 13319 total_loss: 8.583 loss_ce: 0.5274 loss_bbox: 0.2925 loss_giou: 0.4521 loss_ce_0: 0.6624 loss_bbox_0: 0.4891 loss_giou_0: 0.7108 loss_ce_1: 0.5849 loss_bbox_1: 0.3511 loss_giou_1: 0.5406 loss_ce_2: 0.5379 loss_bbox_2: 0.3166 loss_giou_2: 0.4859 loss_ce_3: 0.5348 loss_bbox_3: 0.2919 loss_giou_3: 0.4673 loss_ce_4: 0.5399 loss_bbox_4: 0.2908 loss_giou_4: 0.455 time: 0.2806 data_time: 0.0193 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:19] d2.utils.events INFO: eta: 1 day, 10:14:03 iter: 13339 total_loss: 8.618 loss_ce: 0.5722 loss_bbox: 0.3016 loss_giou: 0.4516 loss_ce_0: 0.7038 loss_bbox_0: 0.4817 loss_giou_0: 0.6812 loss_ce_1: 0.5963 loss_bbox_1: 0.3617 loss_giou_1: 0.5242 loss_ce_2: 0.5575 loss_bbox_2: 0.3308 loss_giou_2: 0.4707 loss_ce_3: 0.5682 loss_bbox_3: 0.3211 loss_giou_3: 0.4664 loss_ce_4: 0.5726 loss_bbox_4: 0.3123 loss_giou_4: 0.4589 time: 0.2806 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:25] d2.utils.events INFO: eta: 1 day, 10:13:58 iter: 13359 total_loss: 8.809 loss_ce: 0.5641 loss_bbox: 0.3007 loss_giou: 0.4717 loss_ce_0: 0.7093 loss_bbox_0: 0.4967 loss_giou_0: 0.6816 loss_ce_1: 0.6277 loss_bbox_1: 0.3531 loss_giou_1: 0.5448 loss_ce_2: 0.5824 loss_bbox_2: 0.3324 loss_giou_2: 0.5066 loss_ce_3: 0.5708 loss_bbox_3: 0.3111 loss_giou_3: 0.473 loss_ce_4: 0.5637 loss_bbox_4: 0.3123 loss_giou_4: 0.4717 time: 0.2806 data_time: 0.0200 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:31] d2.utils.events INFO: eta: 1 day, 10:12:59 iter: 13379 total_loss: 8.69 loss_ce: 0.5667 loss_bbox: 0.3039 loss_giou: 0.4642 loss_ce_0: 0.7052 loss_bbox_0: 0.4937 loss_giou_0: 0.6786 loss_ce_1: 0.6225 loss_bbox_1: 0.364 loss_giou_1: 0.523 loss_ce_2: 0.5788 loss_bbox_2: 0.3226 loss_giou_2: 0.4876 loss_ce_3: 0.5691 loss_bbox_3: 0.3141 loss_giou_3: 0.4741 loss_ce_4: 0.5671 loss_bbox_4: 0.3153 loss_giou_4: 0.4701 time: 0.2806 data_time: 0.0283 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:36] d2.utils.events INFO: eta: 1 day, 10:12:07 iter: 13399 total_loss: 8.907 loss_ce: 0.5591 loss_bbox: 0.2908 loss_giou: 0.4773 loss_ce_0: 0.7075 loss_bbox_0: 0.4877 loss_giou_0: 0.7056 loss_ce_1: 0.6167 loss_bbox_1: 0.3498 loss_giou_1: 0.5537 loss_ce_2: 0.5761 loss_bbox_2: 0.3203 loss_giou_2: 0.5031 loss_ce_3: 0.56 loss_bbox_3: 0.3055 loss_giou_3: 0.4863 loss_ce_4: 0.5562 loss_bbox_4: 0.288 loss_giou_4: 0.4812 time: 0.2806 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:42] d2.utils.events INFO: eta: 1 day, 10:12:54 iter: 13419 total_loss: 8.974 loss_ce: 0.5534 loss_bbox: 0.3119 loss_giou: 0.4917 loss_ce_0: 0.695 loss_bbox_0: 0.4941 loss_giou_0: 0.6974 loss_ce_1: 0.6185 loss_bbox_1: 0.3553 loss_giou_1: 0.5542 loss_ce_2: 0.5758 loss_bbox_2: 0.325 loss_giou_2: 0.5068 loss_ce_3: 0.5577 loss_bbox_3: 0.329 loss_giou_3: 0.4998 loss_ce_4: 0.5491 loss_bbox_4: 0.3119 loss_giou_4: 0.495 time: 0.2806 data_time: 0.0234 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:48] d2.utils.events INFO: eta: 1 day, 10:12:53 iter: 13439 total_loss: 9.099 loss_ce: 0.5763 loss_bbox: 0.3181 loss_giou: 0.4908 loss_ce_0: 0.7254 loss_bbox_0: 0.502 loss_giou_0: 0.714 loss_ce_1: 0.6231 loss_bbox_1: 0.3657 loss_giou_1: 0.5564 loss_ce_2: 0.588 loss_bbox_2: 0.3291 loss_giou_2: 0.5123 loss_ce_3: 0.5732 loss_bbox_3: 0.3201 loss_giou_3: 0.4994 loss_ce_4: 0.5793 loss_bbox_4: 0.3144 loss_giou_4: 0.4941 time: 0.2806 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:53] d2.utils.events INFO: eta: 1 day, 10:11:50 iter: 13459 total_loss: 8.711 loss_ce: 0.5772 loss_bbox: 0.3071 loss_giou: 0.4577 loss_ce_0: 0.6991 loss_bbox_0: 0.4725 loss_giou_0: 0.6565 loss_ce_1: 0.6073 loss_bbox_1: 0.3393 loss_giou_1: 0.5202 loss_ce_2: 0.5767 loss_bbox_2: 0.3202 loss_giou_2: 0.4786 loss_ce_3: 0.5659 loss_bbox_3: 0.3182 loss_giou_3: 0.4618 loss_ce_4: 0.5724 loss_bbox_4: 0.3067 loss_giou_4: 0.4588 time: 0.2806 data_time: 0.0299 lr: 2.5e-05 max_mem: 5115M [11/02 14:16:59] d2.utils.events INFO: eta: 1 day, 10:12:31 iter: 13479 total_loss: 8.547 loss_ce: 0.551 loss_bbox: 0.2789 loss_giou: 0.4706 loss_ce_0: 0.6742 loss_bbox_0: 0.4708 loss_giou_0: 0.7125 loss_ce_1: 0.596 loss_bbox_1: 0.328 loss_giou_1: 0.5432 loss_ce_2: 0.5644 loss_bbox_2: 0.2976 loss_giou_2: 0.4989 loss_ce_3: 0.5426 loss_bbox_3: 0.2878 loss_giou_3: 0.4832 loss_ce_4: 0.5368 loss_bbox_4: 0.2788 loss_giou_4: 0.4763 time: 0.2806 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:05] d2.utils.events INFO: eta: 1 day, 10:12:38 iter: 13499 total_loss: 9.028 loss_ce: 0.5705 loss_bbox: 0.3038 loss_giou: 0.4852 loss_ce_0: 0.7198 loss_bbox_0: 0.4987 loss_giou_0: 0.7309 loss_ce_1: 0.6396 loss_bbox_1: 0.3622 loss_giou_1: 0.5702 loss_ce_2: 0.6063 loss_bbox_2: 0.3231 loss_giou_2: 0.5012 loss_ce_3: 0.5828 loss_bbox_3: 0.3167 loss_giou_3: 0.4867 loss_ce_4: 0.5726 loss_bbox_4: 0.3095 loss_giou_4: 0.4895 time: 0.2806 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:11] d2.utils.events INFO: eta: 1 day, 10:12:38 iter: 13519 total_loss: 9.133 loss_ce: 0.5888 loss_bbox: 0.3061 loss_giou: 0.4846 loss_ce_0: 0.7241 loss_bbox_0: 0.4983 loss_giou_0: 0.7094 loss_ce_1: 0.6374 loss_bbox_1: 0.3527 loss_giou_1: 0.5545 loss_ce_2: 0.598 loss_bbox_2: 0.3202 loss_giou_2: 0.5068 loss_ce_3: 0.5914 loss_bbox_3: 0.3147 loss_giou_3: 0.4939 loss_ce_4: 0.5797 loss_bbox_4: 0.3092 loss_giou_4: 0.4858 time: 0.2806 data_time: 0.0244 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:16] d2.utils.events INFO: eta: 1 day, 10:12:32 iter: 13539 total_loss: 8.409 loss_ce: 0.5461 loss_bbox: 0.2707 loss_giou: 0.4476 loss_ce_0: 0.6603 loss_bbox_0: 0.4618 loss_giou_0: 0.6853 loss_ce_1: 0.5843 loss_bbox_1: 0.3232 loss_giou_1: 0.5099 loss_ce_2: 0.5578 loss_bbox_2: 0.2895 loss_giou_2: 0.4653 loss_ce_3: 0.5485 loss_bbox_3: 0.2785 loss_giou_3: 0.4514 loss_ce_4: 0.5455 loss_bbox_4: 0.2744 loss_giou_4: 0.4452 time: 0.2806 data_time: 0.0213 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:22] d2.utils.events INFO: eta: 1 day, 10:13:13 iter: 13559 total_loss: 8.761 loss_ce: 0.5589 loss_bbox: 0.291 loss_giou: 0.4555 loss_ce_0: 0.7017 loss_bbox_0: 0.4783 loss_giou_0: 0.6688 loss_ce_1: 0.5909 loss_bbox_1: 0.3431 loss_giou_1: 0.5277 loss_ce_2: 0.5651 loss_bbox_2: 0.3187 loss_giou_2: 0.4822 loss_ce_3: 0.552 loss_bbox_3: 0.3039 loss_giou_3: 0.4613 loss_ce_4: 0.5499 loss_bbox_4: 0.3016 loss_giou_4: 0.4583 time: 0.2806 data_time: 0.0300 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:28] d2.utils.events INFO: eta: 1 day, 10:12:21 iter: 13579 total_loss: 8.935 loss_ce: 0.5465 loss_bbox: 0.2884 loss_giou: 0.5233 loss_ce_0: 0.6936 loss_bbox_0: 0.5088 loss_giou_0: 0.7517 loss_ce_1: 0.6051 loss_bbox_1: 0.3389 loss_giou_1: 0.6002 loss_ce_2: 0.5664 loss_bbox_2: 0.3007 loss_giou_2: 0.5592 loss_ce_3: 0.5444 loss_bbox_3: 0.3006 loss_giou_3: 0.5437 loss_ce_4: 0.5528 loss_bbox_4: 0.2942 loss_giou_4: 0.5293 time: 0.2806 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:34] d2.utils.events INFO: eta: 1 day, 10:12:39 iter: 13599 total_loss: 8.968 loss_ce: 0.5554 loss_bbox: 0.3002 loss_giou: 0.4904 loss_ce_0: 0.705 loss_bbox_0: 0.4918 loss_giou_0: 0.7312 loss_ce_1: 0.6012 loss_bbox_1: 0.3586 loss_giou_1: 0.5651 loss_ce_2: 0.5606 loss_bbox_2: 0.3184 loss_giou_2: 0.5134 loss_ce_3: 0.5645 loss_bbox_3: 0.308 loss_giou_3: 0.4991 loss_ce_4: 0.5522 loss_bbox_4: 0.3015 loss_giou_4: 0.4925 time: 0.2806 data_time: 0.0254 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:39] d2.utils.events INFO: eta: 1 day, 10:12:20 iter: 13619 total_loss: 8.543 loss_ce: 0.5396 loss_bbox: 0.2744 loss_giou: 0.4438 loss_ce_0: 0.7026 loss_bbox_0: 0.4851 loss_giou_0: 0.7106 loss_ce_1: 0.6036 loss_bbox_1: 0.3396 loss_giou_1: 0.5441 loss_ce_2: 0.5734 loss_bbox_2: 0.2994 loss_giou_2: 0.4736 loss_ce_3: 0.5564 loss_bbox_3: 0.2863 loss_giou_3: 0.4554 loss_ce_4: 0.5446 loss_bbox_4: 0.2796 loss_giou_4: 0.4469 time: 0.2806 data_time: 0.0237 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:45] d2.utils.events INFO: eta: 1 day, 10:12:50 iter: 13639 total_loss: 8.923 loss_ce: 0.5568 loss_bbox: 0.2984 loss_giou: 0.468 loss_ce_0: 0.6729 loss_bbox_0: 0.4871 loss_giou_0: 0.7084 loss_ce_1: 0.5787 loss_bbox_1: 0.3506 loss_giou_1: 0.5425 loss_ce_2: 0.5563 loss_bbox_2: 0.3111 loss_giou_2: 0.4951 loss_ce_3: 0.554 loss_bbox_3: 0.3065 loss_giou_3: 0.4769 loss_ce_4: 0.5579 loss_bbox_4: 0.2997 loss_giou_4: 0.4677 time: 0.2806 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:51] d2.utils.events INFO: eta: 1 day, 10:12:52 iter: 13659 total_loss: 8.821 loss_ce: 0.5474 loss_bbox: 0.2981 loss_giou: 0.4748 loss_ce_0: 0.6924 loss_bbox_0: 0.4781 loss_giou_0: 0.7455 loss_ce_1: 0.5941 loss_bbox_1: 0.3504 loss_giou_1: 0.5598 loss_ce_2: 0.5656 loss_bbox_2: 0.3174 loss_giou_2: 0.5004 loss_ce_3: 0.5418 loss_bbox_3: 0.3067 loss_giou_3: 0.4908 loss_ce_4: 0.5417 loss_bbox_4: 0.3008 loss_giou_4: 0.4845 time: 0.2806 data_time: 0.0227 lr: 2.5e-05 max_mem: 5115M [11/02 14:17:56] d2.utils.events INFO: eta: 1 day, 10:13:10 iter: 13679 total_loss: 8.762 loss_ce: 0.5733 loss_bbox: 0.2808 loss_giou: 0.4787 loss_ce_0: 0.7064 loss_bbox_0: 0.4894 loss_giou_0: 0.71 loss_ce_1: 0.6136 loss_bbox_1: 0.3478 loss_giou_1: 0.5544 loss_ce_2: 0.5871 loss_bbox_2: 0.3033 loss_giou_2: 0.5039 loss_ce_3: 0.5791 loss_bbox_3: 0.2889 loss_giou_3: 0.4863 loss_ce_4: 0.5698 loss_bbox_4: 0.281 loss_giou_4: 0.4848 time: 0.2806 data_time: 0.0213 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:02] d2.utils.events INFO: eta: 1 day, 10:12:47 iter: 13699 total_loss: 8.685 loss_ce: 0.5733 loss_bbox: 0.3088 loss_giou: 0.4243 loss_ce_0: 0.7212 loss_bbox_0: 0.4968 loss_giou_0: 0.6498 loss_ce_1: 0.6149 loss_bbox_1: 0.3551 loss_giou_1: 0.5058 loss_ce_2: 0.5786 loss_bbox_2: 0.3254 loss_giou_2: 0.461 loss_ce_3: 0.5714 loss_bbox_3: 0.3156 loss_giou_3: 0.4454 loss_ce_4: 0.5601 loss_bbox_4: 0.3156 loss_giou_4: 0.4283 time: 0.2806 data_time: 0.0264 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:08] d2.utils.events INFO: eta: 1 day, 10:12:35 iter: 13719 total_loss: 9.081 loss_ce: 0.5528 loss_bbox: 0.3114 loss_giou: 0.4898 loss_ce_0: 0.6983 loss_bbox_0: 0.4962 loss_giou_0: 0.7176 loss_ce_1: 0.5986 loss_bbox_1: 0.3537 loss_giou_1: 0.5433 loss_ce_2: 0.5571 loss_bbox_2: 0.3257 loss_giou_2: 0.5139 loss_ce_3: 0.5449 loss_bbox_3: 0.3193 loss_giou_3: 0.4999 loss_ce_4: 0.5492 loss_bbox_4: 0.3102 loss_giou_4: 0.4956 time: 0.2806 data_time: 0.0212 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:13] d2.utils.events INFO: eta: 1 day, 10:12:47 iter: 13739 total_loss: 8.721 loss_ce: 0.547 loss_bbox: 0.2895 loss_giou: 0.4382 loss_ce_0: 0.6827 loss_bbox_0: 0.4845 loss_giou_0: 0.6704 loss_ce_1: 0.5962 loss_bbox_1: 0.3409 loss_giou_1: 0.5017 loss_ce_2: 0.5588 loss_bbox_2: 0.3095 loss_giou_2: 0.4604 loss_ce_3: 0.5471 loss_bbox_3: 0.2946 loss_giou_3: 0.4446 loss_ce_4: 0.5471 loss_bbox_4: 0.2906 loss_giou_4: 0.4349 time: 0.2806 data_time: 0.0298 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:19] d2.utils.events INFO: eta: 1 day, 10:13:18 iter: 13759 total_loss: 8.522 loss_ce: 0.5572 loss_bbox: 0.2843 loss_giou: 0.4603 loss_ce_0: 0.6811 loss_bbox_0: 0.4883 loss_giou_0: 0.6666 loss_ce_1: 0.6171 loss_bbox_1: 0.3376 loss_giou_1: 0.5347 loss_ce_2: 0.5656 loss_bbox_2: 0.3029 loss_giou_2: 0.4823 loss_ce_3: 0.5617 loss_bbox_3: 0.2901 loss_giou_3: 0.4644 loss_ce_4: 0.5548 loss_bbox_4: 0.286 loss_giou_4: 0.4596 time: 0.2806 data_time: 0.0236 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:25] d2.utils.events INFO: eta: 1 day, 10:13:12 iter: 13779 total_loss: 8.248 loss_ce: 0.5306 loss_bbox: 0.2642 loss_giou: 0.4564 loss_ce_0: 0.6652 loss_bbox_0: 0.4394 loss_giou_0: 0.6865 loss_ce_1: 0.5736 loss_bbox_1: 0.321 loss_giou_1: 0.5233 loss_ce_2: 0.524 loss_bbox_2: 0.2948 loss_giou_2: 0.4771 loss_ce_3: 0.522 loss_bbox_3: 0.276 loss_giou_3: 0.4664 loss_ce_4: 0.5266 loss_bbox_4: 0.2726 loss_giou_4: 0.4541 time: 0.2806 data_time: 0.0233 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:31] d2.utils.events INFO: eta: 1 day, 10:13:21 iter: 13799 total_loss: 8.711 loss_ce: 0.553 loss_bbox: 0.2858 loss_giou: 0.4874 loss_ce_0: 0.7086 loss_bbox_0: 0.4739 loss_giou_0: 0.7189 loss_ce_1: 0.6117 loss_bbox_1: 0.3407 loss_giou_1: 0.5507 loss_ce_2: 0.5644 loss_bbox_2: 0.301 loss_giou_2: 0.5141 loss_ce_3: 0.5498 loss_bbox_3: 0.2928 loss_giou_3: 0.4943 loss_ce_4: 0.5459 loss_bbox_4: 0.2873 loss_giou_4: 0.489 time: 0.2806 data_time: 0.0226 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:36] d2.utils.events INFO: eta: 1 day, 10:14:24 iter: 13819 total_loss: 9.022 loss_ce: 0.5505 loss_bbox: 0.2945 loss_giou: 0.501 loss_ce_0: 0.7218 loss_bbox_0: 0.4747 loss_giou_0: 0.7254 loss_ce_1: 0.6046 loss_bbox_1: 0.3387 loss_giou_1: 0.5742 loss_ce_2: 0.5632 loss_bbox_2: 0.3109 loss_giou_2: 0.5281 loss_ce_3: 0.5491 loss_bbox_3: 0.3046 loss_giou_3: 0.5115 loss_ce_4: 0.5473 loss_bbox_4: 0.3 loss_giou_4: 0.5028 time: 0.2806 data_time: 0.0238 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:42] d2.utils.events INFO: eta: 1 day, 10:14:13 iter: 13839 total_loss: 8.879 loss_ce: 0.5327 loss_bbox: 0.3119 loss_giou: 0.4843 loss_ce_0: 0.7256 loss_bbox_0: 0.5012 loss_giou_0: 0.7073 loss_ce_1: 0.6204 loss_bbox_1: 0.3747 loss_giou_1: 0.5547 loss_ce_2: 0.5752 loss_bbox_2: 0.3308 loss_giou_2: 0.5083 loss_ce_3: 0.5465 loss_bbox_3: 0.3225 loss_giou_3: 0.4997 loss_ce_4: 0.555 loss_bbox_4: 0.318 loss_giou_4: 0.4917 time: 0.2806 data_time: 0.0269 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:48] d2.utils.events INFO: eta: 1 day, 10:14:42 iter: 13859 total_loss: 8.739 loss_ce: 0.5616 loss_bbox: 0.2749 loss_giou: 0.4736 loss_ce_0: 0.7056 loss_bbox_0: 0.4687 loss_giou_0: 0.7053 loss_ce_1: 0.611 loss_bbox_1: 0.3313 loss_giou_1: 0.5345 loss_ce_2: 0.5748 loss_bbox_2: 0.298 loss_giou_2: 0.4925 loss_ce_3: 0.5626 loss_bbox_3: 0.2839 loss_giou_3: 0.4763 loss_ce_4: 0.5669 loss_bbox_4: 0.2771 loss_giou_4: 0.4822 time: 0.2806 data_time: 0.0293 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:53] d2.utils.events INFO: eta: 1 day, 10:14:07 iter: 13879 total_loss: 8.817 loss_ce: 0.5717 loss_bbox: 0.2974 loss_giou: 0.4647 loss_ce_0: 0.7111 loss_bbox_0: 0.5008 loss_giou_0: 0.6889 loss_ce_1: 0.6224 loss_bbox_1: 0.3474 loss_giou_1: 0.5323 loss_ce_2: 0.5948 loss_bbox_2: 0.3225 loss_giou_2: 0.4921 loss_ce_3: 0.5788 loss_bbox_3: 0.3029 loss_giou_3: 0.4712 loss_ce_4: 0.5718 loss_bbox_4: 0.2954 loss_giou_4: 0.4685 time: 0.2806 data_time: 0.0292 lr: 2.5e-05 max_mem: 5115M [11/02 14:18:59] d2.utils.events INFO: eta: 1 day, 10:14:53 iter: 13899 total_loss: 8.843 loss_ce: 0.5516 loss_bbox: 0.3012 loss_giou: 0.4593 loss_ce_0: 0.6828 loss_bbox_0: 0.4877 loss_giou_0: 0.6975 loss_ce_1: 0.6033 loss_bbox_1: 0.36 loss_giou_1: 0.5248 loss_ce_2: 0.5662 loss_bbox_2: 0.3173 loss_giou_2: 0.4845 loss_ce_3: 0.5496 loss_bbox_3: 0.3128 loss_giou_3: 0.4714 loss_ce_4: 0.5551 loss_bbox_4: 0.3062 loss_giou_4: 0.4618 time: 0.2806 data_time: 0.0220 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:05] d2.utils.events INFO: eta: 1 day, 10:14:17 iter: 13919 total_loss: 8.926 loss_ce: 0.5885 loss_bbox: 0.3035 loss_giou: 0.4664 loss_ce_0: 0.7279 loss_bbox_0: 0.4817 loss_giou_0: 0.7278 loss_ce_1: 0.6529 loss_bbox_1: 0.3527 loss_giou_1: 0.5606 loss_ce_2: 0.6149 loss_bbox_2: 0.321 loss_giou_2: 0.5059 loss_ce_3: 0.5896 loss_bbox_3: 0.3065 loss_giou_3: 0.4865 loss_ce_4: 0.5896 loss_bbox_4: 0.305 loss_giou_4: 0.4753 time: 0.2806 data_time: 0.0271 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:11] d2.utils.events INFO: eta: 1 day, 10:13:50 iter: 13939 total_loss: 8.728 loss_ce: 0.5682 loss_bbox: 0.3098 loss_giou: 0.4529 loss_ce_0: 0.7215 loss_bbox_0: 0.485 loss_giou_0: 0.6736 loss_ce_1: 0.638 loss_bbox_1: 0.3636 loss_giou_1: 0.5187 loss_ce_2: 0.5959 loss_bbox_2: 0.3202 loss_giou_2: 0.4694 loss_ce_3: 0.5713 loss_bbox_3: 0.3121 loss_giou_3: 0.4568 loss_ce_4: 0.5712 loss_bbox_4: 0.3122 loss_giou_4: 0.4517 time: 0.2806 data_time: 0.0245 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:16] d2.utils.events INFO: eta: 1 day, 10:13:14 iter: 13959 total_loss: 8.972 loss_ce: 0.5717 loss_bbox: 0.2892 loss_giou: 0.4522 loss_ce_0: 0.707 loss_bbox_0: 0.4916 loss_giou_0: 0.6957 loss_ce_1: 0.6121 loss_bbox_1: 0.3439 loss_giou_1: 0.534 loss_ce_2: 0.5901 loss_bbox_2: 0.3164 loss_giou_2: 0.4853 loss_ce_3: 0.5758 loss_bbox_3: 0.3011 loss_giou_3: 0.4584 loss_ce_4: 0.5733 loss_bbox_4: 0.2907 loss_giou_4: 0.4523 time: 0.2806 data_time: 0.0208 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:22] d2.utils.events INFO: eta: 1 day, 10:13:34 iter: 13979 total_loss: 8.707 loss_ce: 0.5562 loss_bbox: 0.2942 loss_giou: 0.4702 loss_ce_0: 0.7006 loss_bbox_0: 0.4655 loss_giou_0: 0.6849 loss_ce_1: 0.6041 loss_bbox_1: 0.3318 loss_giou_1: 0.541 loss_ce_2: 0.5543 loss_bbox_2: 0.3149 loss_giou_2: 0.49 loss_ce_3: 0.5604 loss_bbox_3: 0.298 loss_giou_3: 0.4746 loss_ce_4: 0.5529 loss_bbox_4: 0.2958 loss_giou_4: 0.471 time: 0.2806 data_time: 0.0292 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:28] d2.utils.events INFO: eta: 1 day, 10:13:42 iter: 13999 total_loss: 9.054 loss_ce: 0.585 loss_bbox: 0.3343 loss_giou: 0.4748 loss_ce_0: 0.7128 loss_bbox_0: 0.5062 loss_giou_0: 0.7135 loss_ce_1: 0.6339 loss_bbox_1: 0.3682 loss_giou_1: 0.5549 loss_ce_2: 0.604 loss_bbox_2: 0.3409 loss_giou_2: 0.5117 loss_ce_3: 0.5834 loss_bbox_3: 0.3392 loss_giou_3: 0.493 loss_ce_4: 0.5844 loss_bbox_4: 0.339 loss_giou_4: 0.4792 time: 0.2806 data_time: 0.0252 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:33] d2.utils.events INFO: eta: 1 day, 10:14:09 iter: 14019 total_loss: 8.923 loss_ce: 0.5967 loss_bbox: 0.3056 loss_giou: 0.4656 loss_ce_0: 0.6972 loss_bbox_0: 0.4915 loss_giou_0: 0.6731 loss_ce_1: 0.6153 loss_bbox_1: 0.3547 loss_giou_1: 0.5458 loss_ce_2: 0.5862 loss_bbox_2: 0.3232 loss_giou_2: 0.5015 loss_ce_3: 0.5725 loss_bbox_3: 0.3043 loss_giou_3: 0.4797 loss_ce_4: 0.5921 loss_bbox_4: 0.3051 loss_giou_4: 0.4745 time: 0.2807 data_time: 0.0268 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:39] d2.utils.events INFO: eta: 1 day, 10:15:00 iter: 14039 total_loss: 9.016 loss_ce: 0.5683 loss_bbox: 0.2941 loss_giou: 0.4879 loss_ce_0: 0.7173 loss_bbox_0: 0.4902 loss_giou_0: 0.7024 loss_ce_1: 0.6259 loss_bbox_1: 0.351 loss_giou_1: 0.554 loss_ce_2: 0.575 loss_bbox_2: 0.3108 loss_giou_2: 0.5102 loss_ce_3: 0.5699 loss_bbox_3: 0.2946 loss_giou_3: 0.4941 loss_ce_4: 0.5691 loss_bbox_4: 0.2993 loss_giou_4: 0.4841 time: 0.2807 data_time: 0.0282 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:45] d2.utils.events INFO: eta: 1 day, 10:14:12 iter: 14059 total_loss: 8.911 loss_ce: 0.5762 loss_bbox: 0.303 loss_giou: 0.4783 loss_ce_0: 0.714 loss_bbox_0: 0.4932 loss_giou_0: 0.6812 loss_ce_1: 0.617 loss_bbox_1: 0.3622 loss_giou_1: 0.5348 loss_ce_2: 0.5762 loss_bbox_2: 0.3283 loss_giou_2: 0.5002 loss_ce_3: 0.5707 loss_bbox_3: 0.3127 loss_giou_3: 0.4904 loss_ce_4: 0.5673 loss_bbox_4: 0.304 loss_giou_4: 0.485 time: 0.2807 data_time: 0.0187 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:51] d2.utils.events INFO: eta: 1 day, 10:14:02 iter: 14079 total_loss: 8.84 loss_ce: 0.5491 loss_bbox: 0.2931 loss_giou: 0.4765 loss_ce_0: 0.7127 loss_bbox_0: 0.4885 loss_giou_0: 0.7121 loss_ce_1: 0.6154 loss_bbox_1: 0.3362 loss_giou_1: 0.5499 loss_ce_2: 0.5781 loss_bbox_2: 0.3093 loss_giou_2: 0.5047 loss_ce_3: 0.5533 loss_bbox_3: 0.2941 loss_giou_3: 0.4775 loss_ce_4: 0.5518 loss_bbox_4: 0.2962 loss_giou_4: 0.472 time: 0.2807 data_time: 0.0223 lr: 2.5e-05 max_mem: 5115M [11/02 14:19:56] d2.utils.events INFO: eta: 1 day, 10:13:21 iter: 14099 total_loss: 8.754 loss_ce: 0.5831 loss_bbox: 0.3039 loss_giou: 0.4671 loss_ce_0: 0.6983 loss_bbox_0: 0.4904 loss_giou_0: 0.6845 loss_ce_1: 0.6205 loss_bbox_1: 0.3677 loss_giou_1: 0.5278 loss_ce_2: 0.5868 loss_bbox_2: 0.3237 loss_giou_2: 0.4856 loss_ce_3: 0.5786 loss_bbox_3: 0.3138 loss_giou_3: 0.4713 loss_ce_4: 0.5732 loss_bbox_4: 0.3055 loss_giou_4: 0.4664 time: 0.2807 data_time: 0.0237 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:02] d2.utils.events INFO: eta: 1 day, 10:12:56 iter: 14119 total_loss: 8.71 loss_ce: 0.5536 loss_bbox: 0.287 loss_giou: 0.4848 loss_ce_0: 0.6961 loss_bbox_0: 0.4651 loss_giou_0: 0.7133 loss_ce_1: 0.5968 loss_bbox_1: 0.3323 loss_giou_1: 0.5554 loss_ce_2: 0.5555 loss_bbox_2: 0.3011 loss_giou_2: 0.507 loss_ce_3: 0.5397 loss_bbox_3: 0.2872 loss_giou_3: 0.4926 loss_ce_4: 0.5441 loss_bbox_4: 0.2875 loss_giou_4: 0.4851 time: 0.2807 data_time: 0.0255 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:08] d2.utils.events INFO: eta: 1 day, 10:12:24 iter: 14139 total_loss: 8.705 loss_ce: 0.55 loss_bbox: 0.2876 loss_giou: 0.472 loss_ce_0: 0.6854 loss_bbox_0: 0.497 loss_giou_0: 0.7141 loss_ce_1: 0.5982 loss_bbox_1: 0.3397 loss_giou_1: 0.5371 loss_ce_2: 0.5697 loss_bbox_2: 0.3036 loss_giou_2: 0.4945 loss_ce_3: 0.5532 loss_bbox_3: 0.2961 loss_giou_3: 0.4782 loss_ce_4: 0.5492 loss_bbox_4: 0.2878 loss_giou_4: 0.4743 time: 0.2807 data_time: 0.0199 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:13] d2.utils.events INFO: eta: 1 day, 10:12:18 iter: 14159 total_loss: 8.515 loss_ce: 0.5246 loss_bbox: 0.2805 loss_giou: 0.4602 loss_ce_0: 0.6852 loss_bbox_0: 0.4629 loss_giou_0: 0.7009 loss_ce_1: 0.5904 loss_bbox_1: 0.3286 loss_giou_1: 0.5328 loss_ce_2: 0.5518 loss_bbox_2: 0.2977 loss_giou_2: 0.4789 loss_ce_3: 0.5339 loss_bbox_3: 0.2889 loss_giou_3: 0.4654 loss_ce_4: 0.5257 loss_bbox_4: 0.2817 loss_giou_4: 0.4575 time: 0.2807 data_time: 0.0292 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:19] d2.utils.events INFO: eta: 1 day, 10:11:29 iter: 14179 total_loss: 8.285 loss_ce: 0.4881 loss_bbox: 0.2778 loss_giou: 0.4572 loss_ce_0: 0.6514 loss_bbox_0: 0.4709 loss_giou_0: 0.695 loss_ce_1: 0.5478 loss_bbox_1: 0.337 loss_giou_1: 0.5246 loss_ce_2: 0.5203 loss_bbox_2: 0.2998 loss_giou_2: 0.4771 loss_ce_3: 0.503 loss_bbox_3: 0.2881 loss_giou_3: 0.4647 loss_ce_4: 0.493 loss_bbox_4: 0.2787 loss_giou_4: 0.4602 time: 0.2807 data_time: 0.0292 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:25] d2.utils.events INFO: eta: 1 day, 10:10:40 iter: 14199 total_loss: 8.161 loss_ce: 0.5278 loss_bbox: 0.2635 loss_giou: 0.4472 loss_ce_0: 0.6725 loss_bbox_0: 0.4465 loss_giou_0: 0.6653 loss_ce_1: 0.5787 loss_bbox_1: 0.3161 loss_giou_1: 0.5136 loss_ce_2: 0.539 loss_bbox_2: 0.2743 loss_giou_2: 0.47 loss_ce_3: 0.5255 loss_bbox_3: 0.2699 loss_giou_3: 0.4588 loss_ce_4: 0.5124 loss_bbox_4: 0.2628 loss_giou_4: 0.4501 time: 0.2807 data_time: 0.0286 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:30] d2.utils.events INFO: eta: 1 day, 10:11:12 iter: 14219 total_loss: 8.686 loss_ce: 0.5334 loss_bbox: 0.2818 loss_giou: 0.4566 loss_ce_0: 0.6853 loss_bbox_0: 0.4675 loss_giou_0: 0.6832 loss_ce_1: 0.6015 loss_bbox_1: 0.3388 loss_giou_1: 0.5272 loss_ce_2: 0.567 loss_bbox_2: 0.3015 loss_giou_2: 0.474 loss_ce_3: 0.5444 loss_bbox_3: 0.2901 loss_giou_3: 0.4642 loss_ce_4: 0.5484 loss_bbox_4: 0.2784 loss_giou_4: 0.4589 time: 0.2807 data_time: 0.0233 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:36] d2.utils.events INFO: eta: 1 day, 10:10:13 iter: 14239 total_loss: 8.52 loss_ce: 0.5376 loss_bbox: 0.2947 loss_giou: 0.4711 loss_ce_0: 0.6705 loss_bbox_0: 0.4708 loss_giou_0: 0.7049 loss_ce_1: 0.5955 loss_bbox_1: 0.335 loss_giou_1: 0.5365 loss_ce_2: 0.566 loss_bbox_2: 0.298 loss_giou_2: 0.497 loss_ce_3: 0.5356 loss_bbox_3: 0.2959 loss_giou_3: 0.4826 loss_ce_4: 0.5288 loss_bbox_4: 0.2922 loss_giou_4: 0.4757 time: 0.2806 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:42] d2.utils.events INFO: eta: 1 day, 10:10:07 iter: 14259 total_loss: 8.529 loss_ce: 0.5573 loss_bbox: 0.3013 loss_giou: 0.4771 loss_ce_0: 0.7018 loss_bbox_0: 0.4935 loss_giou_0: 0.7081 loss_ce_1: 0.6076 loss_bbox_1: 0.355 loss_giou_1: 0.5544 loss_ce_2: 0.57 loss_bbox_2: 0.3184 loss_giou_2: 0.5011 loss_ce_3: 0.5505 loss_bbox_3: 0.3107 loss_giou_3: 0.4885 loss_ce_4: 0.5495 loss_bbox_4: 0.3019 loss_giou_4: 0.4776 time: 0.2806 data_time: 0.0234 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:47] d2.utils.events INFO: eta: 1 day, 10:09:49 iter: 14279 total_loss: 8.618 loss_ce: 0.5491 loss_bbox: 0.3061 loss_giou: 0.4439 loss_ce_0: 0.7075 loss_bbox_0: 0.4881 loss_giou_0: 0.6559 loss_ce_1: 0.6124 loss_bbox_1: 0.3597 loss_giou_1: 0.4957 loss_ce_2: 0.5719 loss_bbox_2: 0.3279 loss_giou_2: 0.4643 loss_ce_3: 0.557 loss_bbox_3: 0.3133 loss_giou_3: 0.45 loss_ce_4: 0.5422 loss_bbox_4: 0.305 loss_giou_4: 0.4481 time: 0.2806 data_time: 0.0252 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:53] d2.utils.events INFO: eta: 1 day, 10:08:52 iter: 14299 total_loss: 8.824 loss_ce: 0.5475 loss_bbox: 0.2937 loss_giou: 0.4569 loss_ce_0: 0.6904 loss_bbox_0: 0.4972 loss_giou_0: 0.6711 loss_ce_1: 0.6016 loss_bbox_1: 0.34 loss_giou_1: 0.5133 loss_ce_2: 0.561 loss_bbox_2: 0.3076 loss_giou_2: 0.4764 loss_ce_3: 0.5407 loss_bbox_3: 0.2947 loss_giou_3: 0.4623 loss_ce_4: 0.5407 loss_bbox_4: 0.2894 loss_giou_4: 0.4619 time: 0.2806 data_time: 0.0232 lr: 2.5e-05 max_mem: 5115M [11/02 14:20:58] d2.utils.events INFO: eta: 1 day, 10:08:00 iter: 14319 total_loss: 8.827 loss_ce: 0.519 loss_bbox: 0.2953 loss_giou: 0.4935 loss_ce_0: 0.6966 loss_bbox_0: 0.4774 loss_giou_0: 0.7179 loss_ce_1: 0.5844 loss_bbox_1: 0.3397 loss_giou_1: 0.5516 loss_ce_2: 0.5407 loss_bbox_2: 0.3014 loss_giou_2: 0.5095 loss_ce_3: 0.5199 loss_bbox_3: 0.3007 loss_giou_3: 0.5007 loss_ce_4: 0.5153 loss_bbox_4: 0.2965 loss_giou_4: 0.495 time: 0.2806 data_time: 0.0265 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:04] d2.utils.events INFO: eta: 1 day, 10:08:44 iter: 14339 total_loss: 8.984 loss_ce: 0.5554 loss_bbox: 0.2805 loss_giou: 0.4604 loss_ce_0: 0.7203 loss_bbox_0: 0.4716 loss_giou_0: 0.6993 loss_ce_1: 0.6097 loss_bbox_1: 0.3365 loss_giou_1: 0.5265 loss_ce_2: 0.5874 loss_bbox_2: 0.2996 loss_giou_2: 0.4892 loss_ce_3: 0.5726 loss_bbox_3: 0.2893 loss_giou_3: 0.4755 loss_ce_4: 0.5647 loss_bbox_4: 0.2803 loss_giou_4: 0.4635 time: 0.2806 data_time: 0.0244 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:10] d2.utils.events INFO: eta: 1 day, 10:08:39 iter: 14359 total_loss: 8.569 loss_ce: 0.5431 loss_bbox: 0.2842 loss_giou: 0.4784 loss_ce_0: 0.6934 loss_bbox_0: 0.4687 loss_giou_0: 0.7002 loss_ce_1: 0.6064 loss_bbox_1: 0.3538 loss_giou_1: 0.5471 loss_ce_2: 0.5615 loss_bbox_2: 0.3151 loss_giou_2: 0.4855 loss_ce_3: 0.5293 loss_bbox_3: 0.2972 loss_giou_3: 0.4869 loss_ce_4: 0.5395 loss_bbox_4: 0.289 loss_giou_4: 0.4767 time: 0.2806 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:16] d2.utils.events INFO: eta: 1 day, 10:09:20 iter: 14379 total_loss: 8.656 loss_ce: 0.5478 loss_bbox: 0.2961 loss_giou: 0.465 loss_ce_0: 0.6755 loss_bbox_0: 0.4925 loss_giou_0: 0.6958 loss_ce_1: 0.6098 loss_bbox_1: 0.3439 loss_giou_1: 0.5389 loss_ce_2: 0.5636 loss_bbox_2: 0.3156 loss_giou_2: 0.491 loss_ce_3: 0.5481 loss_bbox_3: 0.3104 loss_giou_3: 0.4721 loss_ce_4: 0.547 loss_bbox_4: 0.2991 loss_giou_4: 0.4692 time: 0.2806 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:21] d2.utils.events INFO: eta: 1 day, 10:09:20 iter: 14399 total_loss: 8.618 loss_ce: 0.5412 loss_bbox: 0.2855 loss_giou: 0.4712 loss_ce_0: 0.7247 loss_bbox_0: 0.4862 loss_giou_0: 0.7074 loss_ce_1: 0.61 loss_bbox_1: 0.3401 loss_giou_1: 0.5287 loss_ce_2: 0.5663 loss_bbox_2: 0.3031 loss_giou_2: 0.4793 loss_ce_3: 0.5382 loss_bbox_3: 0.2938 loss_giou_3: 0.4747 loss_ce_4: 0.5435 loss_bbox_4: 0.2895 loss_giou_4: 0.4693 time: 0.2806 data_time: 0.0265 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:27] d2.utils.events INFO: eta: 1 day, 10:09:14 iter: 14419 total_loss: 8.953 loss_ce: 0.5581 loss_bbox: 0.3066 loss_giou: 0.4951 loss_ce_0: 0.7009 loss_bbox_0: 0.4983 loss_giou_0: 0.7046 loss_ce_1: 0.6068 loss_bbox_1: 0.3663 loss_giou_1: 0.5695 loss_ce_2: 0.5821 loss_bbox_2: 0.3229 loss_giou_2: 0.5238 loss_ce_3: 0.5632 loss_bbox_3: 0.3146 loss_giou_3: 0.5007 loss_ce_4: 0.5583 loss_bbox_4: 0.3099 loss_giou_4: 0.4923 time: 0.2806 data_time: 0.0240 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:33] d2.utils.events INFO: eta: 1 day, 10:09:09 iter: 14439 total_loss: 8.646 loss_ce: 0.5343 loss_bbox: 0.289 loss_giou: 0.4729 loss_ce_0: 0.6778 loss_bbox_0: 0.4877 loss_giou_0: 0.7291 loss_ce_1: 0.5857 loss_bbox_1: 0.3384 loss_giou_1: 0.5517 loss_ce_2: 0.5421 loss_bbox_2: 0.3094 loss_giou_2: 0.4998 loss_ce_3: 0.5357 loss_bbox_3: 0.3063 loss_giou_3: 0.4835 loss_ce_4: 0.5299 loss_bbox_4: 0.2964 loss_giou_4: 0.4714 time: 0.2806 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:38] d2.utils.events INFO: eta: 1 day, 10:09:17 iter: 14459 total_loss: 8.785 loss_ce: 0.5498 loss_bbox: 0.2782 loss_giou: 0.4577 loss_ce_0: 0.7049 loss_bbox_0: 0.4885 loss_giou_0: 0.6865 loss_ce_1: 0.6135 loss_bbox_1: 0.3481 loss_giou_1: 0.5363 loss_ce_2: 0.5817 loss_bbox_2: 0.3009 loss_giou_2: 0.4944 loss_ce_3: 0.5544 loss_bbox_3: 0.2861 loss_giou_3: 0.4712 loss_ce_4: 0.5527 loss_bbox_4: 0.2837 loss_giou_4: 0.4588 time: 0.2806 data_time: 0.0269 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:44] d2.utils.events INFO: eta: 1 day, 10:09:05 iter: 14479 total_loss: 8.48 loss_ce: 0.5682 loss_bbox: 0.2887 loss_giou: 0.4609 loss_ce_0: 0.6816 loss_bbox_0: 0.4559 loss_giou_0: 0.6599 loss_ce_1: 0.6114 loss_bbox_1: 0.3313 loss_giou_1: 0.512 loss_ce_2: 0.5717 loss_bbox_2: 0.2927 loss_giou_2: 0.481 loss_ce_3: 0.5623 loss_bbox_3: 0.2907 loss_giou_3: 0.4577 loss_ce_4: 0.5666 loss_bbox_4: 0.2858 loss_giou_4: 0.4598 time: 0.2806 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:50] d2.utils.events INFO: eta: 1 day, 10:09:05 iter: 14499 total_loss: 8.641 loss_ce: 0.553 loss_bbox: 0.2719 loss_giou: 0.4625 loss_ce_0: 0.6798 loss_bbox_0: 0.4555 loss_giou_0: 0.7154 loss_ce_1: 0.5818 loss_bbox_1: 0.332 loss_giou_1: 0.5407 loss_ce_2: 0.5671 loss_bbox_2: 0.2918 loss_giou_2: 0.4917 loss_ce_3: 0.5531 loss_bbox_3: 0.2789 loss_giou_3: 0.475 loss_ce_4: 0.5512 loss_bbox_4: 0.2759 loss_giou_4: 0.4654 time: 0.2806 data_time: 0.0218 lr: 2.5e-05 max_mem: 5115M [11/02 14:21:55] d2.utils.events INFO: eta: 1 day, 10:08:44 iter: 14519 total_loss: 8.513 loss_ce: 0.5257 loss_bbox: 0.2671 loss_giou: 0.4498 loss_ce_0: 0.6778 loss_bbox_0: 0.4632 loss_giou_0: 0.6955 loss_ce_1: 0.5923 loss_bbox_1: 0.3278 loss_giou_1: 0.5287 loss_ce_2: 0.5527 loss_bbox_2: 0.2977 loss_giou_2: 0.4836 loss_ce_3: 0.5267 loss_bbox_3: 0.2821 loss_giou_3: 0.4651 loss_ce_4: 0.5299 loss_bbox_4: 0.2775 loss_giou_4: 0.4637 time: 0.2806 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 14:22:01] d2.utils.events INFO: eta: 1 day, 10:08:17 iter: 14539 total_loss: 8.529 loss_ce: 0.563 loss_bbox: 0.2759 loss_giou: 0.458 loss_ce_0: 0.7105 loss_bbox_0: 0.4816 loss_giou_0: 0.6717 loss_ce_1: 0.606 loss_bbox_1: 0.3359 loss_giou_1: 0.5114 loss_ce_2: 0.5867 loss_bbox_2: 0.2974 loss_giou_2: 0.477 loss_ce_3: 0.5733 loss_bbox_3: 0.2839 loss_giou_3: 0.457 loss_ce_4: 0.5575 loss_bbox_4: 0.2795 loss_giou_4: 0.4604 time: 0.2806 data_time: 0.0257 lr: 2.5e-05 max_mem: 5115M [11/02 14:22:07] d2.utils.events INFO: eta: 1 day, 10:07:49 iter: 14559 total_loss: 8.38 loss_ce: 0.5339 loss_bbox: 0.2771 loss_giou: 0.4637 loss_ce_0: 0.7061 loss_bbox_0: 0.4822 loss_giou_0: 0.7157 loss_ce_1: 0.5932 loss_bbox_1: 0.3311 loss_giou_1: 0.5243 loss_ce_2: 0.5642 loss_bbox_2: 0.2951 loss_giou_2: 0.4842 loss_ce_3: 0.527 loss_bbox_3: 0.2857 loss_giou_3: 0.4643 loss_ce_4: 0.5307 loss_bbox_4: 0.278 loss_giou_4: 0.4595 time: 0.2806 data_time: 0.0210 lr: 2.5e-05 max_mem: 5115M [11/02 14:22:13] d2.utils.events INFO: eta: 1 day, 10:08:32 iter: 14579 total_loss: 8.971 loss_ce: 0.5577 loss_bbox: 0.3019 loss_giou: 0.4562 loss_ce_0: 0.7207 loss_bbox_0: 0.5029 loss_giou_0: 0.6871 loss_ce_1: 0.6058 loss_bbox_1: 0.3528 loss_giou_1: 0.5389 loss_ce_2: 0.5639 loss_bbox_2: 0.321 loss_giou_2: 0.4959 loss_ce_3: 0.5704 loss_bbox_3: 0.3135 loss_giou_3: 0.4724 loss_ce_4: 0.553 loss_bbox_4: 0.3119 loss_giou_4: 0.4731 time: 0.2807 data_time: 0.0237 lr: 2.5e-05 max_mem: 5115M [11/02 14:22:18] d2.utils.events INFO: eta: 1 day, 10:08:21 iter: 14599 total_loss: 8.776 loss_ce: 0.5592 loss_bbox: 0.2996 loss_giou: 0.4894 loss_ce_0: 0.6926 loss_bbox_0: 0.4822 loss_giou_0: 0.6975 loss_ce_1: 0.6087 loss_bbox_1: 0.3578 loss_giou_1: 0.5449 loss_ce_2: 0.5611 loss_bbox_2: 0.3192 loss_giou_2: 0.5041 loss_ce_3: 0.5593 loss_bbox_3: 0.3005 loss_giou_3: 0.4918 loss_ce_4: 0.5542 loss_bbox_4: 0.3045 loss_giou_4: 0.4866 time: 0.2807 data_time: 0.0278 lr: 2.5e-05 max_mem: 5115M [11/02 14:22:24] d2.utils.events INFO: eta: 1 day, 10:07:22 iter: 14619 total_loss: 8.589 loss_ce: 0.5342 loss_bbox: 0.2927 loss_giou: 0.4646 loss_ce_0: 0.6891 loss_bbox_0: 0.48 loss_giou_0: 0.6861 loss_ce_1: 0.5899 loss_bbox_1: 0.3524 loss_giou_1: 0.5475 loss_ce_2: 0.5414 loss_bbox_2: 0.3146 loss_giou_2: 0.4945 loss_ce_3: 0.53 loss_bbox_3: 0.3051 loss_giou_3: 0.471 loss_ce_4: 0.529 loss_bbox_4: 0.2977 loss_giou_4: 0.4641 time: 0.2806 data_time: 0.0250 lr: 2.5e-05 max_mem: 5115M [11/02 14:22:30] d2.utils.events INFO: eta: 1 day, 10:06:51 iter: 14639 total_loss: 8.673 loss_ce: 0.5085 loss_bbox: 0.2974 loss_giou: 0.4634 loss_ce_0: 0.6518 loss_bbox_0: 0.4799 loss_giou_0: 0.7039 loss_ce_1: 0.5591 loss_bbox_1: 0.3437 loss_giou_1: 0.5373 loss_ce_2: 0.5254 loss_bbox_2: 0.3148 loss_giou_2: 0.4934 loss_ce_3: 0.5158 loss_bbox_3: 0.3079 loss_giou_3: 0.4739 loss_ce_4: 0.5168 loss_bbox_4: 0.2974 loss_giou_4: 0.4687 time: 0.2806 data_time: 0.0254 lr: 2.5e-05 max_mem: 5115M [11/02 14:22:36] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 14:22:36] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 14:22:36] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 14:22:36] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 14:22:36] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 14:22:37] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 14:22:44] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0039 s/iter. Inference: 0.0567 s/iter. Eval: 0.0003 s/iter. Total: 0.0609 s/iter. ETA=0:00:37 [11/02 14:22:49] d2.evaluation.evaluator INFO: Inference done 105/625. Dataloading: 0.0036 s/iter. Inference: 0.0495 s/iter. Eval: 0.0004 s/iter. Total: 0.0537 s/iter. ETA=0:00:27 [11/02 14:22:54] d2.evaluation.evaluator INFO: Inference done 201/625. Dataloading: 0.0032 s/iter. Inference: 0.0493 s/iter. Eval: 0.0004 s/iter. Total: 0.0530 s/iter. ETA=0:00:22 [11/02 14:22:59] d2.evaluation.evaluator INFO: Inference done 297/625. Dataloading: 0.0029 s/iter. Inference: 0.0494 s/iter. Eval: 0.0004 s/iter. Total: 0.0528 s/iter. ETA=0:00:17 [11/02 14:23:04] d2.evaluation.evaluator INFO: Inference done 391/625. Dataloading: 0.0030 s/iter. Inference: 0.0495 s/iter. Eval: 0.0004 s/iter. Total: 0.0530 s/iter. ETA=0:00:12 [11/02 14:23:09] d2.evaluation.evaluator INFO: Inference done 490/625. Dataloading: 0.0029 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0526 s/iter. ETA=0:00:07 [11/02 14:23:14] d2.evaluation.evaluator INFO: Inference done 584/625. Dataloading: 0.0029 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0527 s/iter. ETA=0:00:02 [11/02 14:23:16] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.668023 (0.052690 s / iter per device, on 8 devices) [11/02 14:23:16] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048848 s / iter per device, on 8 devices) [11/02 14:23:21] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 14:23:21] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 14:23:23] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 14:23:28] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 14:23:41] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.53 seconds. [11/02 14:23:41] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 14:23:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.45 seconds. [11/02 14:23:43] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 25.913 | 42.271 | 26.480 | 12.274 | 28.495 | 36.859 | [11/02 14:23:43] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 39.053 | bicycle | 16.712 | car | 25.236 | | motorcycle | 27.575 | airplane | 49.252 | bus | 49.679 | | train | 50.627 | truck | 23.048 | boat | 10.701 | | traffic light | 15.024 | fire hydrant | 50.699 | stop sign | 46.443 | | parking meter | 38.879 | bench | 14.028 | bird | 25.715 | | cat | 52.139 | dog | 51.719 | horse | 42.215 | | sheep | 31.713 | cow | 38.158 | elephant | 45.562 | | bear | 64.798 | zebra | 52.268 | giraffe | 54.517 | | backpack | 3.514 | umbrella | 17.685 | handbag | 1.781 | | tie | 12.184 | suitcase | 14.077 | frisbee | 51.346 | | skis | 8.716 | snowboard | 16.994 | sports ball | 36.242 | | kite | 30.636 | baseball bat | 11.325 | baseball glove | 20.342 | | skateboard | 31.552 | surfboard | 18.025 | tennis racket | 35.012 | | bottle | 21.784 | wine glass | 16.486 | cup | 25.189 | | fork | 9.178 | knife | 2.816 | spoon | 2.427 | | bowl | 27.249 | banana | 10.924 | apple | 9.001 | | sandwich | 21.053 | orange | 17.607 | broccoli | 10.697 | | carrot | 9.269 | hot dog | 17.009 | pizza | 41.038 | | donut | 26.105 | cake | 22.003 | chair | 9.511 | | couch | 27.012 | potted plant | 11.817 | bed | 30.032 | | dining table | 17.361 | toilet | 47.940 | tv | 41.123 | | laptop | 41.812 | mouse | 39.641 | remote | 11.909 | | keyboard | 33.750 | cell phone | 18.297 | microwave | 34.832 | | oven | 20.135 | toaster | 3.740 | sink | 23.968 | | refrigerator | 32.752 | book | 2.894 | clock | 41.679 | | vase | 24.567 | scissors | 9.528 | teddy bear | 28.304 | | hair drier | 0.000 | toothbrush | 5.437 | | | [11/02 14:23:44] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 14:23:44] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 14:23:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 14:23:44] d2.evaluation.testing INFO: copypaste: 25.9133,42.2713,26.4799,12.2736,28.4952,36.8589 [11/02 14:23:44] d2.utils.events INFO: eta: 1 day, 10:06:50 iter: 14659 total_loss: 8.602 loss_ce: 0.5548 loss_bbox: 0.286 loss_giou: 0.4715 loss_ce_0: 0.7138 loss_bbox_0: 0.4733 loss_giou_0: 0.682 loss_ce_1: 0.6164 loss_bbox_1: 0.3522 loss_giou_1: 0.5374 loss_ce_2: 0.5788 loss_bbox_2: 0.3058 loss_giou_2: 0.4944 loss_ce_3: 0.5643 loss_bbox_3: 0.2944 loss_giou_3: 0.4787 loss_ce_4: 0.5636 loss_bbox_4: 0.2901 loss_giou_4: 0.4681 time: 0.2806 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 14:23:50] d2.utils.events INFO: eta: 1 day, 10:06:36 iter: 14679 total_loss: 8.973 loss_ce: 0.5771 loss_bbox: 0.3129 loss_giou: 0.5075 loss_ce_0: 0.7161 loss_bbox_0: 0.4978 loss_giou_0: 0.7367 loss_ce_1: 0.6021 loss_bbox_1: 0.3636 loss_giou_1: 0.5842 loss_ce_2: 0.5709 loss_bbox_2: 0.3294 loss_giou_2: 0.5339 loss_ce_3: 0.5581 loss_bbox_3: 0.3197 loss_giou_3: 0.5111 loss_ce_4: 0.5681 loss_bbox_4: 0.3118 loss_giou_4: 0.5131 time: 0.2806 data_time: 0.0316 lr: 2.5e-05 max_mem: 5115M [11/02 14:23:55] d2.utils.events INFO: eta: 1 day, 10:06:36 iter: 14699 total_loss: 8.747 loss_ce: 0.5598 loss_bbox: 0.2876 loss_giou: 0.4627 loss_ce_0: 0.7027 loss_bbox_0: 0.4663 loss_giou_0: 0.7045 loss_ce_1: 0.6077 loss_bbox_1: 0.3236 loss_giou_1: 0.5312 loss_ce_2: 0.5563 loss_bbox_2: 0.2953 loss_giou_2: 0.4923 loss_ce_3: 0.5455 loss_bbox_3: 0.2845 loss_giou_3: 0.4724 loss_ce_4: 0.5537 loss_bbox_4: 0.2875 loss_giou_4: 0.4622 time: 0.2806 data_time: 0.0312 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:01] d2.utils.events INFO: eta: 1 day, 10:06:24 iter: 14719 total_loss: 8.662 loss_ce: 0.5556 loss_bbox: 0.2931 loss_giou: 0.4656 loss_ce_0: 0.6673 loss_bbox_0: 0.4893 loss_giou_0: 0.7174 loss_ce_1: 0.5969 loss_bbox_1: 0.3513 loss_giou_1: 0.5468 loss_ce_2: 0.5698 loss_bbox_2: 0.3208 loss_giou_2: 0.4934 loss_ce_3: 0.5496 loss_bbox_3: 0.3045 loss_giou_3: 0.4774 loss_ce_4: 0.5529 loss_bbox_4: 0.2955 loss_giou_4: 0.464 time: 0.2806 data_time: 0.0271 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:07] d2.utils.events INFO: eta: 1 day, 10:04:24 iter: 14739 total_loss: 8.547 loss_ce: 0.527 loss_bbox: 0.2797 loss_giou: 0.429 loss_ce_0: 0.6799 loss_bbox_0: 0.4759 loss_giou_0: 0.6401 loss_ce_1: 0.5744 loss_bbox_1: 0.3389 loss_giou_1: 0.5005 loss_ce_2: 0.5478 loss_bbox_2: 0.3055 loss_giou_2: 0.4385 loss_ce_3: 0.5345 loss_bbox_3: 0.2885 loss_giou_3: 0.4321 loss_ce_4: 0.5292 loss_bbox_4: 0.2874 loss_giou_4: 0.4287 time: 0.2806 data_time: 0.0253 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:12] d2.utils.events INFO: eta: 1 day, 10:03:37 iter: 14759 total_loss: 8.598 loss_ce: 0.5551 loss_bbox: 0.276 loss_giou: 0.4503 loss_ce_0: 0.6898 loss_bbox_0: 0.4858 loss_giou_0: 0.6903 loss_ce_1: 0.6122 loss_bbox_1: 0.3458 loss_giou_1: 0.5463 loss_ce_2: 0.5776 loss_bbox_2: 0.304 loss_giou_2: 0.4764 loss_ce_3: 0.5621 loss_bbox_3: 0.2998 loss_giou_3: 0.4633 loss_ce_4: 0.5565 loss_bbox_4: 0.279 loss_giou_4: 0.4509 time: 0.2806 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:18] d2.utils.events INFO: eta: 1 day, 10:02:58 iter: 14779 total_loss: 8.985 loss_ce: 0.5498 loss_bbox: 0.2889 loss_giou: 0.4873 loss_ce_0: 0.6993 loss_bbox_0: 0.4629 loss_giou_0: 0.75 loss_ce_1: 0.5969 loss_bbox_1: 0.3367 loss_giou_1: 0.5634 loss_ce_2: 0.5607 loss_bbox_2: 0.3151 loss_giou_2: 0.5136 loss_ce_3: 0.5541 loss_bbox_3: 0.3012 loss_giou_3: 0.4891 loss_ce_4: 0.5454 loss_bbox_4: 0.2917 loss_giou_4: 0.4876 time: 0.2806 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:24] d2.utils.events INFO: eta: 1 day, 10:02:08 iter: 14799 total_loss: 8.914 loss_ce: 0.547 loss_bbox: 0.3213 loss_giou: 0.472 loss_ce_0: 0.6889 loss_bbox_0: 0.4784 loss_giou_0: 0.7196 loss_ce_1: 0.5996 loss_bbox_1: 0.3607 loss_giou_1: 0.5502 loss_ce_2: 0.5715 loss_bbox_2: 0.3283 loss_giou_2: 0.4958 loss_ce_3: 0.5503 loss_bbox_3: 0.3232 loss_giou_3: 0.4801 loss_ce_4: 0.5492 loss_bbox_4: 0.3207 loss_giou_4: 0.4731 time: 0.2806 data_time: 0.0226 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:29] d2.utils.events INFO: eta: 1 day, 10:01:02 iter: 14819 total_loss: 8.634 loss_ce: 0.5296 loss_bbox: 0.2946 loss_giou: 0.4366 loss_ce_0: 0.6677 loss_bbox_0: 0.5067 loss_giou_0: 0.6768 loss_ce_1: 0.5816 loss_bbox_1: 0.3562 loss_giou_1: 0.5153 loss_ce_2: 0.5484 loss_bbox_2: 0.3072 loss_giou_2: 0.467 loss_ce_3: 0.5264 loss_bbox_3: 0.2978 loss_giou_3: 0.4517 loss_ce_4: 0.532 loss_bbox_4: 0.294 loss_giou_4: 0.4429 time: 0.2806 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:35] d2.utils.events INFO: eta: 1 day, 10:00:27 iter: 14839 total_loss: 8.229 loss_ce: 0.5 loss_bbox: 0.2714 loss_giou: 0.4556 loss_ce_0: 0.6558 loss_bbox_0: 0.4593 loss_giou_0: 0.6848 loss_ce_1: 0.5649 loss_bbox_1: 0.3253 loss_giou_1: 0.5339 loss_ce_2: 0.5271 loss_bbox_2: 0.2933 loss_giou_2: 0.4893 loss_ce_3: 0.5078 loss_bbox_3: 0.2801 loss_giou_3: 0.4675 loss_ce_4: 0.4965 loss_bbox_4: 0.2745 loss_giou_4: 0.4539 time: 0.2806 data_time: 0.0262 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:41] d2.utils.events INFO: eta: 1 day, 9:59:47 iter: 14859 total_loss: 8.603 loss_ce: 0.559 loss_bbox: 0.2963 loss_giou: 0.4707 loss_ce_0: 0.6996 loss_bbox_0: 0.4753 loss_giou_0: 0.689 loss_ce_1: 0.6098 loss_bbox_1: 0.3475 loss_giou_1: 0.541 loss_ce_2: 0.5632 loss_bbox_2: 0.3106 loss_giou_2: 0.5052 loss_ce_3: 0.5587 loss_bbox_3: 0.301 loss_giou_3: 0.4852 loss_ce_4: 0.5578 loss_bbox_4: 0.2963 loss_giou_4: 0.4741 time: 0.2806 data_time: 0.0255 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:46] d2.utils.events INFO: eta: 1 day, 10:00:16 iter: 14879 total_loss: 8.908 loss_ce: 0.5357 loss_bbox: 0.2923 loss_giou: 0.4909 loss_ce_0: 0.7003 loss_bbox_0: 0.4779 loss_giou_0: 0.7221 loss_ce_1: 0.6007 loss_bbox_1: 0.3381 loss_giou_1: 0.5784 loss_ce_2: 0.5653 loss_bbox_2: 0.2941 loss_giou_2: 0.5225 loss_ce_3: 0.536 loss_bbox_3: 0.3007 loss_giou_3: 0.5057 loss_ce_4: 0.5409 loss_bbox_4: 0.2947 loss_giou_4: 0.4926 time: 0.2806 data_time: 0.0328 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:52] d2.utils.events INFO: eta: 1 day, 9:59:35 iter: 14899 total_loss: 8.474 loss_ce: 0.5291 loss_bbox: 0.2971 loss_giou: 0.4421 loss_ce_0: 0.6787 loss_bbox_0: 0.5021 loss_giou_0: 0.6635 loss_ce_1: 0.6044 loss_bbox_1: 0.3543 loss_giou_1: 0.5113 loss_ce_2: 0.5757 loss_bbox_2: 0.3106 loss_giou_2: 0.4631 loss_ce_3: 0.5444 loss_bbox_3: 0.2975 loss_giou_3: 0.4443 loss_ce_4: 0.5435 loss_bbox_4: 0.2954 loss_giou_4: 0.4462 time: 0.2806 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 14:24:58] d2.utils.events INFO: eta: 1 day, 10:00:09 iter: 14919 total_loss: 8.59 loss_ce: 0.5425 loss_bbox: 0.278 loss_giou: 0.4788 loss_ce_0: 0.7018 loss_bbox_0: 0.4585 loss_giou_0: 0.726 loss_ce_1: 0.6092 loss_bbox_1: 0.3263 loss_giou_1: 0.5509 loss_ce_2: 0.5567 loss_bbox_2: 0.2959 loss_giou_2: 0.504 loss_ce_3: 0.5492 loss_bbox_3: 0.2929 loss_giou_3: 0.4876 loss_ce_4: 0.5327 loss_bbox_4: 0.2864 loss_giou_4: 0.4797 time: 0.2806 data_time: 0.0274 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:03] d2.utils.events INFO: eta: 1 day, 10:00:24 iter: 14939 total_loss: 8.283 loss_ce: 0.5288 loss_bbox: 0.2687 loss_giou: 0.439 loss_ce_0: 0.6702 loss_bbox_0: 0.4558 loss_giou_0: 0.6514 loss_ce_1: 0.5898 loss_bbox_1: 0.3193 loss_giou_1: 0.5113 loss_ce_2: 0.5393 loss_bbox_2: 0.2876 loss_giou_2: 0.4605 loss_ce_3: 0.5278 loss_bbox_3: 0.2781 loss_giou_3: 0.4489 loss_ce_4: 0.5166 loss_bbox_4: 0.2698 loss_giou_4: 0.4459 time: 0.2806 data_time: 0.0237 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:09] d2.utils.events INFO: eta: 1 day, 10:00:05 iter: 14959 total_loss: 8.674 loss_ce: 0.5208 loss_bbox: 0.2917 loss_giou: 0.4796 loss_ce_0: 0.6834 loss_bbox_0: 0.4687 loss_giou_0: 0.6771 loss_ce_1: 0.5788 loss_bbox_1: 0.336 loss_giou_1: 0.5527 loss_ce_2: 0.5451 loss_bbox_2: 0.3057 loss_giou_2: 0.5086 loss_ce_3: 0.5191 loss_bbox_3: 0.2957 loss_giou_3: 0.4937 loss_ce_4: 0.5334 loss_bbox_4: 0.2896 loss_giou_4: 0.4854 time: 0.2806 data_time: 0.0297 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:15] d2.utils.events INFO: eta: 1 day, 10:00:10 iter: 14979 total_loss: 8.604 loss_ce: 0.5264 loss_bbox: 0.2878 loss_giou: 0.4662 loss_ce_0: 0.6712 loss_bbox_0: 0.484 loss_giou_0: 0.7062 loss_ce_1: 0.5649 loss_bbox_1: 0.3493 loss_giou_1: 0.5517 loss_ce_2: 0.5421 loss_bbox_2: 0.3102 loss_giou_2: 0.495 loss_ce_3: 0.5283 loss_bbox_3: 0.3025 loss_giou_3: 0.4746 loss_ce_4: 0.5204 loss_bbox_4: 0.2941 loss_giou_4: 0.4689 time: 0.2806 data_time: 0.0269 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:20] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0014999.pth [11/02 14:25:22] d2.utils.events INFO: eta: 1 day, 9:59:07 iter: 14999 total_loss: 8.389 loss_ce: 0.5457 loss_bbox: 0.2798 loss_giou: 0.4516 loss_ce_0: 0.676 loss_bbox_0: 0.4627 loss_giou_0: 0.6905 loss_ce_1: 0.5963 loss_bbox_1: 0.321 loss_giou_1: 0.5131 loss_ce_2: 0.5565 loss_bbox_2: 0.2874 loss_giou_2: 0.4685 loss_ce_3: 0.5399 loss_bbox_3: 0.2757 loss_giou_3: 0.4569 loss_ce_4: 0.5318 loss_bbox_4: 0.2767 loss_giou_4: 0.4532 time: 0.2806 data_time: 0.0231 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:28] d2.utils.events INFO: eta: 1 day, 9:58:49 iter: 15019 total_loss: 8.402 loss_ce: 0.5348 loss_bbox: 0.2767 loss_giou: 0.4463 loss_ce_0: 0.6934 loss_bbox_0: 0.478 loss_giou_0: 0.6819 loss_ce_1: 0.5882 loss_bbox_1: 0.3471 loss_giou_1: 0.5125 loss_ce_2: 0.5493 loss_bbox_2: 0.3058 loss_giou_2: 0.4624 loss_ce_3: 0.5332 loss_bbox_3: 0.2875 loss_giou_3: 0.4537 loss_ce_4: 0.5313 loss_bbox_4: 0.2868 loss_giou_4: 0.4497 time: 0.2806 data_time: 0.0210 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:34] d2.utils.events INFO: eta: 1 day, 9:58:47 iter: 15039 total_loss: 8.309 loss_ce: 0.5455 loss_bbox: 0.282 loss_giou: 0.4725 loss_ce_0: 0.6857 loss_bbox_0: 0.456 loss_giou_0: 0.6819 loss_ce_1: 0.5983 loss_bbox_1: 0.3339 loss_giou_1: 0.5343 loss_ce_2: 0.5608 loss_bbox_2: 0.2957 loss_giou_2: 0.4914 loss_ce_3: 0.5444 loss_bbox_3: 0.2929 loss_giou_3: 0.4826 loss_ce_4: 0.5487 loss_bbox_4: 0.2843 loss_giou_4: 0.4776 time: 0.2806 data_time: 0.0247 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:39] d2.utils.events INFO: eta: 1 day, 9:58:03 iter: 15059 total_loss: 8.803 loss_ce: 0.5659 loss_bbox: 0.3033 loss_giou: 0.4597 loss_ce_0: 0.7022 loss_bbox_0: 0.4903 loss_giou_0: 0.701 loss_ce_1: 0.6197 loss_bbox_1: 0.3627 loss_giou_1: 0.535 loss_ce_2: 0.5874 loss_bbox_2: 0.3237 loss_giou_2: 0.4854 loss_ce_3: 0.5672 loss_bbox_3: 0.3079 loss_giou_3: 0.4657 loss_ce_4: 0.563 loss_bbox_4: 0.3031 loss_giou_4: 0.4621 time: 0.2806 data_time: 0.0292 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:45] d2.utils.events INFO: eta: 1 day, 9:57:57 iter: 15079 total_loss: 8.508 loss_ce: 0.533 loss_bbox: 0.2889 loss_giou: 0.4517 loss_ce_0: 0.695 loss_bbox_0: 0.4651 loss_giou_0: 0.6575 loss_ce_1: 0.5898 loss_bbox_1: 0.3444 loss_giou_1: 0.5172 loss_ce_2: 0.5561 loss_bbox_2: 0.2978 loss_giou_2: 0.4726 loss_ce_3: 0.5393 loss_bbox_3: 0.2945 loss_giou_3: 0.4618 loss_ce_4: 0.5333 loss_bbox_4: 0.2898 loss_giou_4: 0.4581 time: 0.2806 data_time: 0.0268 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:51] d2.utils.events INFO: eta: 1 day, 9:57:08 iter: 15099 total_loss: 8.531 loss_ce: 0.5561 loss_bbox: 0.2891 loss_giou: 0.4592 loss_ce_0: 0.6927 loss_bbox_0: 0.4769 loss_giou_0: 0.6996 loss_ce_1: 0.5963 loss_bbox_1: 0.3475 loss_giou_1: 0.5352 loss_ce_2: 0.5739 loss_bbox_2: 0.3109 loss_giou_2: 0.4795 loss_ce_3: 0.5633 loss_bbox_3: 0.2963 loss_giou_3: 0.4667 loss_ce_4: 0.5497 loss_bbox_4: 0.2966 loss_giou_4: 0.4609 time: 0.2806 data_time: 0.0323 lr: 2.5e-05 max_mem: 5115M [11/02 14:25:56] d2.utils.events INFO: eta: 1 day, 9:56:52 iter: 15119 total_loss: 8.749 loss_ce: 0.5434 loss_bbox: 0.2998 loss_giou: 0.4522 loss_ce_0: 0.6941 loss_bbox_0: 0.4961 loss_giou_0: 0.6787 loss_ce_1: 0.5933 loss_bbox_1: 0.3491 loss_giou_1: 0.5226 loss_ce_2: 0.5587 loss_bbox_2: 0.3178 loss_giou_2: 0.4791 loss_ce_3: 0.5352 loss_bbox_3: 0.3105 loss_giou_3: 0.4599 loss_ce_4: 0.5309 loss_bbox_4: 0.3094 loss_giou_4: 0.457 time: 0.2806 data_time: 0.0298 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:02] d2.utils.events INFO: eta: 1 day, 9:57:25 iter: 15139 total_loss: 8.606 loss_ce: 0.5536 loss_bbox: 0.2696 loss_giou: 0.4684 loss_ce_0: 0.7013 loss_bbox_0: 0.4729 loss_giou_0: 0.6936 loss_ce_1: 0.5917 loss_bbox_1: 0.3202 loss_giou_1: 0.5514 loss_ce_2: 0.5743 loss_bbox_2: 0.2903 loss_giou_2: 0.5002 loss_ce_3: 0.5623 loss_bbox_3: 0.2684 loss_giou_3: 0.4816 loss_ce_4: 0.5629 loss_bbox_4: 0.2674 loss_giou_4: 0.4721 time: 0.2806 data_time: 0.0267 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:08] d2.utils.events INFO: eta: 1 day, 9:56:21 iter: 15159 total_loss: 8.796 loss_ce: 0.5398 loss_bbox: 0.2965 loss_giou: 0.5042 loss_ce_0: 0.6884 loss_bbox_0: 0.4728 loss_giou_0: 0.7207 loss_ce_1: 0.596 loss_bbox_1: 0.3415 loss_giou_1: 0.5715 loss_ce_2: 0.5512 loss_bbox_2: 0.3081 loss_giou_2: 0.5192 loss_ce_3: 0.5443 loss_bbox_3: 0.3003 loss_giou_3: 0.51 loss_ce_4: 0.5457 loss_bbox_4: 0.2974 loss_giou_4: 0.5033 time: 0.2806 data_time: 0.0286 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:13] d2.utils.events INFO: eta: 1 day, 9:56:40 iter: 15179 total_loss: 8.449 loss_ce: 0.5516 loss_bbox: 0.2694 loss_giou: 0.4648 loss_ce_0: 0.689 loss_bbox_0: 0.474 loss_giou_0: 0.6941 loss_ce_1: 0.608 loss_bbox_1: 0.331 loss_giou_1: 0.5327 loss_ce_2: 0.5817 loss_bbox_2: 0.2843 loss_giou_2: 0.4826 loss_ce_3: 0.5595 loss_bbox_3: 0.2746 loss_giou_3: 0.4673 loss_ce_4: 0.5521 loss_bbox_4: 0.2682 loss_giou_4: 0.4618 time: 0.2806 data_time: 0.0235 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:19] d2.utils.events INFO: eta: 1 day, 9:57:02 iter: 15199 total_loss: 8.718 loss_ce: 0.5676 loss_bbox: 0.2856 loss_giou: 0.4562 loss_ce_0: 0.6986 loss_bbox_0: 0.4924 loss_giou_0: 0.6719 loss_ce_1: 0.6028 loss_bbox_1: 0.3522 loss_giou_1: 0.5212 loss_ce_2: 0.5816 loss_bbox_2: 0.3072 loss_giou_2: 0.475 loss_ce_3: 0.5747 loss_bbox_3: 0.2944 loss_giou_3: 0.4547 loss_ce_4: 0.5647 loss_bbox_4: 0.2855 loss_giou_4: 0.454 time: 0.2806 data_time: 0.0235 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:25] d2.utils.events INFO: eta: 1 day, 9:56:24 iter: 15219 total_loss: 8.321 loss_ce: 0.5236 loss_bbox: 0.283 loss_giou: 0.4375 loss_ce_0: 0.6784 loss_bbox_0: 0.4669 loss_giou_0: 0.6529 loss_ce_1: 0.5837 loss_bbox_1: 0.3299 loss_giou_1: 0.5108 loss_ce_2: 0.5286 loss_bbox_2: 0.3036 loss_giou_2: 0.4589 loss_ce_3: 0.5239 loss_bbox_3: 0.2878 loss_giou_3: 0.4435 loss_ce_4: 0.5213 loss_bbox_4: 0.2818 loss_giou_4: 0.4364 time: 0.2806 data_time: 0.0247 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:30] d2.utils.events INFO: eta: 1 day, 9:56:28 iter: 15239 total_loss: 8.153 loss_ce: 0.5232 loss_bbox: 0.2875 loss_giou: 0.427 loss_ce_0: 0.6628 loss_bbox_0: 0.4691 loss_giou_0: 0.6387 loss_ce_1: 0.5671 loss_bbox_1: 0.3462 loss_giou_1: 0.4923 loss_ce_2: 0.5387 loss_bbox_2: 0.3023 loss_giou_2: 0.4438 loss_ce_3: 0.5301 loss_bbox_3: 0.29 loss_giou_3: 0.4362 loss_ce_4: 0.5257 loss_bbox_4: 0.2879 loss_giou_4: 0.4282 time: 0.2806 data_time: 0.0253 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:36] d2.utils.events INFO: eta: 1 day, 9:56:05 iter: 15259 total_loss: 8.627 loss_ce: 0.5398 loss_bbox: 0.2752 loss_giou: 0.4786 loss_ce_0: 0.67 loss_bbox_0: 0.462 loss_giou_0: 0.7177 loss_ce_1: 0.5809 loss_bbox_1: 0.3218 loss_giou_1: 0.5591 loss_ce_2: 0.5602 loss_bbox_2: 0.2838 loss_giou_2: 0.5002 loss_ce_3: 0.5402 loss_bbox_3: 0.2825 loss_giou_3: 0.4943 loss_ce_4: 0.5396 loss_bbox_4: 0.2763 loss_giou_4: 0.4895 time: 0.2806 data_time: 0.0226 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:42] d2.utils.events INFO: eta: 1 day, 9:56:16 iter: 15279 total_loss: 8.528 loss_ce: 0.5322 loss_bbox: 0.283 loss_giou: 0.4475 loss_ce_0: 0.673 loss_bbox_0: 0.4773 loss_giou_0: 0.6874 loss_ce_1: 0.5778 loss_bbox_1: 0.335 loss_giou_1: 0.5165 loss_ce_2: 0.5345 loss_bbox_2: 0.3039 loss_giou_2: 0.4783 loss_ce_3: 0.5198 loss_bbox_3: 0.2957 loss_giou_3: 0.4663 loss_ce_4: 0.5267 loss_bbox_4: 0.286 loss_giou_4: 0.4593 time: 0.2806 data_time: 0.0264 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:47] d2.utils.events INFO: eta: 1 day, 9:55:54 iter: 15299 total_loss: 8.38 loss_ce: 0.5367 loss_bbox: 0.29 loss_giou: 0.4544 loss_ce_0: 0.6811 loss_bbox_0: 0.487 loss_giou_0: 0.6852 loss_ce_1: 0.5717 loss_bbox_1: 0.3592 loss_giou_1: 0.5264 loss_ce_2: 0.5508 loss_bbox_2: 0.3198 loss_giou_2: 0.484 loss_ce_3: 0.5272 loss_bbox_3: 0.2973 loss_giou_3: 0.4631 loss_ce_4: 0.5283 loss_bbox_4: 0.2878 loss_giou_4: 0.4539 time: 0.2806 data_time: 0.0312 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:53] d2.utils.events INFO: eta: 1 day, 9:55:27 iter: 15319 total_loss: 8.903 loss_ce: 0.5381 loss_bbox: 0.3061 loss_giou: 0.4881 loss_ce_0: 0.6724 loss_bbox_0: 0.488 loss_giou_0: 0.7033 loss_ce_1: 0.5882 loss_bbox_1: 0.3638 loss_giou_1: 0.5585 loss_ce_2: 0.5611 loss_bbox_2: 0.3238 loss_giou_2: 0.5099 loss_ce_3: 0.539 loss_bbox_3: 0.3147 loss_giou_3: 0.5018 loss_ce_4: 0.5327 loss_bbox_4: 0.3116 loss_giou_4: 0.4878 time: 0.2806 data_time: 0.0307 lr: 2.5e-05 max_mem: 5115M [11/02 14:26:59] d2.utils.events INFO: eta: 1 day, 9:55:13 iter: 15339 total_loss: 8.531 loss_ce: 0.5285 loss_bbox: 0.2856 loss_giou: 0.4725 loss_ce_0: 0.6824 loss_bbox_0: 0.4948 loss_giou_0: 0.6973 loss_ce_1: 0.5952 loss_bbox_1: 0.3426 loss_giou_1: 0.552 loss_ce_2: 0.5487 loss_bbox_2: 0.3067 loss_giou_2: 0.4964 loss_ce_3: 0.5414 loss_bbox_3: 0.2937 loss_giou_3: 0.4823 loss_ce_4: 0.5377 loss_bbox_4: 0.2854 loss_giou_4: 0.4721 time: 0.2806 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:04] d2.utils.events INFO: eta: 1 day, 9:54:49 iter: 15359 total_loss: 8.822 loss_ce: 0.548 loss_bbox: 0.284 loss_giou: 0.4965 loss_ce_0: 0.6686 loss_bbox_0: 0.48 loss_giou_0: 0.7087 loss_ce_1: 0.5938 loss_bbox_1: 0.3338 loss_giou_1: 0.5604 loss_ce_2: 0.5619 loss_bbox_2: 0.3074 loss_giou_2: 0.5212 loss_ce_3: 0.5484 loss_bbox_3: 0.2912 loss_giou_3: 0.5044 loss_ce_4: 0.5436 loss_bbox_4: 0.2912 loss_giou_4: 0.501 time: 0.2806 data_time: 0.0280 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:10] d2.utils.events INFO: eta: 1 day, 9:54:05 iter: 15379 total_loss: 8.31 loss_ce: 0.5172 loss_bbox: 0.289 loss_giou: 0.4307 loss_ce_0: 0.6862 loss_bbox_0: 0.4753 loss_giou_0: 0.6579 loss_ce_1: 0.5824 loss_bbox_1: 0.3464 loss_giou_1: 0.5142 loss_ce_2: 0.5417 loss_bbox_2: 0.3044 loss_giou_2: 0.4552 loss_ce_3: 0.5258 loss_bbox_3: 0.2966 loss_giou_3: 0.4526 loss_ce_4: 0.5243 loss_bbox_4: 0.2906 loss_giou_4: 0.4381 time: 0.2806 data_time: 0.0243 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:16] d2.utils.events INFO: eta: 1 day, 9:52:52 iter: 15399 total_loss: 8.516 loss_ce: 0.5514 loss_bbox: 0.287 loss_giou: 0.4424 loss_ce_0: 0.6933 loss_bbox_0: 0.4812 loss_giou_0: 0.7074 loss_ce_1: 0.6095 loss_bbox_1: 0.3478 loss_giou_1: 0.5257 loss_ce_2: 0.5803 loss_bbox_2: 0.2985 loss_giou_2: 0.472 loss_ce_3: 0.5484 loss_bbox_3: 0.2934 loss_giou_3: 0.4675 loss_ce_4: 0.5471 loss_bbox_4: 0.2855 loss_giou_4: 0.4515 time: 0.2806 data_time: 0.0271 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:21] d2.utils.events INFO: eta: 1 day, 9:52:00 iter: 15419 total_loss: 8.992 loss_ce: 0.5358 loss_bbox: 0.3048 loss_giou: 0.4708 loss_ce_0: 0.6847 loss_bbox_0: 0.5137 loss_giou_0: 0.7093 loss_ce_1: 0.6071 loss_bbox_1: 0.3639 loss_giou_1: 0.5433 loss_ce_2: 0.574 loss_bbox_2: 0.329 loss_giou_2: 0.4826 loss_ce_3: 0.5404 loss_bbox_3: 0.3143 loss_giou_3: 0.4798 loss_ce_4: 0.5377 loss_bbox_4: 0.3099 loss_giou_4: 0.4692 time: 0.2806 data_time: 0.0291 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:27] d2.utils.events INFO: eta: 1 day, 9:51:42 iter: 15439 total_loss: 8.087 loss_ce: 0.4991 loss_bbox: 0.2725 loss_giou: 0.4418 loss_ce_0: 0.6735 loss_bbox_0: 0.4571 loss_giou_0: 0.6774 loss_ce_1: 0.5609 loss_bbox_1: 0.3253 loss_giou_1: 0.5082 loss_ce_2: 0.5187 loss_bbox_2: 0.2901 loss_giou_2: 0.4682 loss_ce_3: 0.5017 loss_bbox_3: 0.2828 loss_giou_3: 0.4504 loss_ce_4: 0.5028 loss_bbox_4: 0.2737 loss_giou_4: 0.4399 time: 0.2806 data_time: 0.0228 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:33] d2.utils.events INFO: eta: 1 day, 9:51:48 iter: 15459 total_loss: 8.624 loss_ce: 0.5389 loss_bbox: 0.2802 loss_giou: 0.4624 loss_ce_0: 0.6811 loss_bbox_0: 0.4648 loss_giou_0: 0.7176 loss_ce_1: 0.5862 loss_bbox_1: 0.3348 loss_giou_1: 0.5466 loss_ce_2: 0.5574 loss_bbox_2: 0.2951 loss_giou_2: 0.4878 loss_ce_3: 0.5367 loss_bbox_3: 0.2829 loss_giou_3: 0.4693 loss_ce_4: 0.5355 loss_bbox_4: 0.285 loss_giou_4: 0.4685 time: 0.2806 data_time: 0.0240 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:39] d2.utils.events INFO: eta: 1 day, 9:52:15 iter: 15479 total_loss: 8.541 loss_ce: 0.5187 loss_bbox: 0.2787 loss_giou: 0.4737 loss_ce_0: 0.6855 loss_bbox_0: 0.4525 loss_giou_0: 0.6977 loss_ce_1: 0.5712 loss_bbox_1: 0.3217 loss_giou_1: 0.5436 loss_ce_2: 0.541 loss_bbox_2: 0.2999 loss_giou_2: 0.5064 loss_ce_3: 0.5171 loss_bbox_3: 0.2837 loss_giou_3: 0.4786 loss_ce_4: 0.5133 loss_bbox_4: 0.2762 loss_giou_4: 0.4741 time: 0.2806 data_time: 0.0206 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:44] d2.utils.events INFO: eta: 1 day, 9:51:40 iter: 15499 total_loss: 8.332 loss_ce: 0.5048 loss_bbox: 0.2872 loss_giou: 0.4275 loss_ce_0: 0.6545 loss_bbox_0: 0.4794 loss_giou_0: 0.6789 loss_ce_1: 0.57 loss_bbox_1: 0.3361 loss_giou_1: 0.5041 loss_ce_2: 0.5329 loss_bbox_2: 0.3048 loss_giou_2: 0.4576 loss_ce_3: 0.5075 loss_bbox_3: 0.2936 loss_giou_3: 0.444 loss_ce_4: 0.511 loss_bbox_4: 0.2844 loss_giou_4: 0.4338 time: 0.2806 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:50] d2.utils.events INFO: eta: 1 day, 9:52:01 iter: 15519 total_loss: 8.49 loss_ce: 0.536 loss_bbox: 0.2795 loss_giou: 0.4359 loss_ce_0: 0.7087 loss_bbox_0: 0.4649 loss_giou_0: 0.6621 loss_ce_1: 0.5928 loss_bbox_1: 0.3272 loss_giou_1: 0.5116 loss_ce_2: 0.5509 loss_bbox_2: 0.3114 loss_giou_2: 0.4698 loss_ce_3: 0.5392 loss_bbox_3: 0.293 loss_giou_3: 0.4402 loss_ce_4: 0.5373 loss_bbox_4: 0.287 loss_giou_4: 0.4336 time: 0.2806 data_time: 0.0173 lr: 2.5e-05 max_mem: 5115M [11/02 14:27:56] d2.utils.events INFO: eta: 1 day, 9:51:58 iter: 15539 total_loss: 8.628 loss_ce: 0.5407 loss_bbox: 0.2853 loss_giou: 0.462 loss_ce_0: 0.7057 loss_bbox_0: 0.4683 loss_giou_0: 0.6904 loss_ce_1: 0.5904 loss_bbox_1: 0.3409 loss_giou_1: 0.536 loss_ce_2: 0.554 loss_bbox_2: 0.3063 loss_giou_2: 0.4858 loss_ce_3: 0.5438 loss_bbox_3: 0.2945 loss_giou_3: 0.4824 loss_ce_4: 0.54 loss_bbox_4: 0.2903 loss_giou_4: 0.4671 time: 0.2806 data_time: 0.0272 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:01] d2.utils.events INFO: eta: 1 day, 9:51:49 iter: 15559 total_loss: 8.385 loss_ce: 0.5194 loss_bbox: 0.2821 loss_giou: 0.4505 loss_ce_0: 0.6846 loss_bbox_0: 0.4803 loss_giou_0: 0.6971 loss_ce_1: 0.5771 loss_bbox_1: 0.3472 loss_giou_1: 0.5198 loss_ce_2: 0.5358 loss_bbox_2: 0.3111 loss_giou_2: 0.4764 loss_ce_3: 0.5269 loss_bbox_3: 0.2922 loss_giou_3: 0.459 loss_ce_4: 0.5222 loss_bbox_4: 0.2807 loss_giou_4: 0.449 time: 0.2806 data_time: 0.0225 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:07] d2.utils.events INFO: eta: 1 day, 9:51:47 iter: 15579 total_loss: 8.28 loss_ce: 0.5082 loss_bbox: 0.2885 loss_giou: 0.4449 loss_ce_0: 0.663 loss_bbox_0: 0.4819 loss_giou_0: 0.6736 loss_ce_1: 0.5559 loss_bbox_1: 0.3394 loss_giou_1: 0.5092 loss_ce_2: 0.5277 loss_bbox_2: 0.2999 loss_giou_2: 0.4687 loss_ce_3: 0.5105 loss_bbox_3: 0.2924 loss_giou_3: 0.4563 loss_ce_4: 0.4961 loss_bbox_4: 0.2897 loss_giou_4: 0.4509 time: 0.2806 data_time: 0.0240 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:13] d2.utils.events INFO: eta: 1 day, 9:51:50 iter: 15599 total_loss: 8.548 loss_ce: 0.5214 loss_bbox: 0.2946 loss_giou: 0.478 loss_ce_0: 0.6578 loss_bbox_0: 0.4784 loss_giou_0: 0.7075 loss_ce_1: 0.5775 loss_bbox_1: 0.3438 loss_giou_1: 0.5526 loss_ce_2: 0.5405 loss_bbox_2: 0.3085 loss_giou_2: 0.4982 loss_ce_3: 0.5297 loss_bbox_3: 0.2897 loss_giou_3: 0.4832 loss_ce_4: 0.5176 loss_bbox_4: 0.2913 loss_giou_4: 0.4825 time: 0.2806 data_time: 0.0237 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:18] d2.utils.events INFO: eta: 1 day, 9:52:02 iter: 15619 total_loss: 8.532 loss_ce: 0.5221 loss_bbox: 0.2933 loss_giou: 0.4733 loss_ce_0: 0.6691 loss_bbox_0: 0.4778 loss_giou_0: 0.7054 loss_ce_1: 0.5893 loss_bbox_1: 0.3463 loss_giou_1: 0.5389 loss_ce_2: 0.5403 loss_bbox_2: 0.3092 loss_giou_2: 0.4965 loss_ce_3: 0.516 loss_bbox_3: 0.3008 loss_giou_3: 0.4811 loss_ce_4: 0.5203 loss_bbox_4: 0.2924 loss_giou_4: 0.4738 time: 0.2806 data_time: 0.0289 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:24] d2.utils.events INFO: eta: 1 day, 9:52:17 iter: 15639 total_loss: 8.636 loss_ce: 0.5362 loss_bbox: 0.2908 loss_giou: 0.4787 loss_ce_0: 0.6856 loss_bbox_0: 0.4709 loss_giou_0: 0.6984 loss_ce_1: 0.6009 loss_bbox_1: 0.3367 loss_giou_1: 0.5566 loss_ce_2: 0.5679 loss_bbox_2: 0.3094 loss_giou_2: 0.4977 loss_ce_3: 0.5481 loss_bbox_3: 0.2999 loss_giou_3: 0.4846 loss_ce_4: 0.5427 loss_bbox_4: 0.2911 loss_giou_4: 0.4794 time: 0.2806 data_time: 0.0307 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:30] d2.utils.events INFO: eta: 1 day, 9:51:47 iter: 15659 total_loss: 8.541 loss_ce: 0.5256 loss_bbox: 0.2783 loss_giou: 0.4786 loss_ce_0: 0.6833 loss_bbox_0: 0.4833 loss_giou_0: 0.7078 loss_ce_1: 0.5794 loss_bbox_1: 0.3416 loss_giou_1: 0.5452 loss_ce_2: 0.5481 loss_bbox_2: 0.3022 loss_giou_2: 0.5023 loss_ce_3: 0.5271 loss_bbox_3: 0.2806 loss_giou_3: 0.4832 loss_ce_4: 0.5176 loss_bbox_4: 0.2838 loss_giou_4: 0.4787 time: 0.2806 data_time: 0.0227 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:35] d2.utils.events INFO: eta: 1 day, 9:51:46 iter: 15679 total_loss: 8.287 loss_ce: 0.5304 loss_bbox: 0.2807 loss_giou: 0.4629 loss_ce_0: 0.6578 loss_bbox_0: 0.4781 loss_giou_0: 0.6697 loss_ce_1: 0.5744 loss_bbox_1: 0.3263 loss_giou_1: 0.5274 loss_ce_2: 0.5452 loss_bbox_2: 0.3064 loss_giou_2: 0.4899 loss_ce_3: 0.524 loss_bbox_3: 0.2984 loss_giou_3: 0.4742 loss_ce_4: 0.5277 loss_bbox_4: 0.2833 loss_giou_4: 0.4655 time: 0.2806 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:41] d2.utils.events INFO: eta: 1 day, 9:51:40 iter: 15699 total_loss: 8.209 loss_ce: 0.5267 loss_bbox: 0.2783 loss_giou: 0.429 loss_ce_0: 0.6717 loss_bbox_0: 0.4643 loss_giou_0: 0.6376 loss_ce_1: 0.5591 loss_bbox_1: 0.3255 loss_giou_1: 0.4872 loss_ce_2: 0.5347 loss_bbox_2: 0.2909 loss_giou_2: 0.4471 loss_ce_3: 0.5241 loss_bbox_3: 0.2781 loss_giou_3: 0.4393 loss_ce_4: 0.5291 loss_bbox_4: 0.2822 loss_giou_4: 0.4339 time: 0.2806 data_time: 0.0219 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:47] d2.utils.events INFO: eta: 1 day, 9:51:04 iter: 15719 total_loss: 8.219 loss_ce: 0.5498 loss_bbox: 0.2625 loss_giou: 0.4476 loss_ce_0: 0.672 loss_bbox_0: 0.4522 loss_giou_0: 0.6888 loss_ce_1: 0.5877 loss_bbox_1: 0.3304 loss_giou_1: 0.5224 loss_ce_2: 0.5555 loss_bbox_2: 0.282 loss_giou_2: 0.4703 loss_ce_3: 0.5514 loss_bbox_3: 0.2795 loss_giou_3: 0.4528 loss_ce_4: 0.554 loss_bbox_4: 0.2696 loss_giou_4: 0.4507 time: 0.2806 data_time: 0.0261 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:52] d2.utils.events INFO: eta: 1 day, 9:51:24 iter: 15739 total_loss: 8.477 loss_ce: 0.5553 loss_bbox: 0.2862 loss_giou: 0.456 loss_ce_0: 0.6886 loss_bbox_0: 0.4729 loss_giou_0: 0.661 loss_ce_1: 0.5811 loss_bbox_1: 0.3426 loss_giou_1: 0.5096 loss_ce_2: 0.5554 loss_bbox_2: 0.2958 loss_giou_2: 0.4717 loss_ce_3: 0.5477 loss_bbox_3: 0.285 loss_giou_3: 0.4521 loss_ce_4: 0.5501 loss_bbox_4: 0.2867 loss_giou_4: 0.4526 time: 0.2806 data_time: 0.0178 lr: 2.5e-05 max_mem: 5115M [11/02 14:28:58] d2.utils.events INFO: eta: 1 day, 9:51:23 iter: 15759 total_loss: 8.456 loss_ce: 0.5449 loss_bbox: 0.31 loss_giou: 0.4617 loss_ce_0: 0.7072 loss_bbox_0: 0.5067 loss_giou_0: 0.6801 loss_ce_1: 0.5891 loss_bbox_1: 0.3549 loss_giou_1: 0.5222 loss_ce_2: 0.569 loss_bbox_2: 0.3269 loss_giou_2: 0.4878 loss_ce_3: 0.5385 loss_bbox_3: 0.3184 loss_giou_3: 0.4721 loss_ce_4: 0.5452 loss_bbox_4: 0.3151 loss_giou_4: 0.4645 time: 0.2806 data_time: 0.0263 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:04] d2.utils.events INFO: eta: 1 day, 9:52:25 iter: 15779 total_loss: 8.603 loss_ce: 0.5561 loss_bbox: 0.2802 loss_giou: 0.4608 loss_ce_0: 0.7047 loss_bbox_0: 0.4795 loss_giou_0: 0.6942 loss_ce_1: 0.6106 loss_bbox_1: 0.3395 loss_giou_1: 0.5403 loss_ce_2: 0.5777 loss_bbox_2: 0.2969 loss_giou_2: 0.4879 loss_ce_3: 0.557 loss_bbox_3: 0.2915 loss_giou_3: 0.4724 loss_ce_4: 0.5579 loss_bbox_4: 0.2862 loss_giou_4: 0.4639 time: 0.2806 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:09] d2.utils.events INFO: eta: 1 day, 9:52:29 iter: 15799 total_loss: 8.5 loss_ce: 0.513 loss_bbox: 0.2797 loss_giou: 0.4441 loss_ce_0: 0.6853 loss_bbox_0: 0.4698 loss_giou_0: 0.6709 loss_ce_1: 0.5914 loss_bbox_1: 0.3427 loss_giou_1: 0.5139 loss_ce_2: 0.5438 loss_bbox_2: 0.2938 loss_giou_2: 0.4617 loss_ce_3: 0.5162 loss_bbox_3: 0.2863 loss_giou_3: 0.4493 loss_ce_4: 0.5039 loss_bbox_4: 0.2868 loss_giou_4: 0.4477 time: 0.2806 data_time: 0.0212 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:15] d2.utils.events INFO: eta: 1 day, 9:52:53 iter: 15819 total_loss: 8.207 loss_ce: 0.5201 loss_bbox: 0.2746 loss_giou: 0.462 loss_ce_0: 0.6705 loss_bbox_0: 0.4553 loss_giou_0: 0.6763 loss_ce_1: 0.5731 loss_bbox_1: 0.337 loss_giou_1: 0.5313 loss_ce_2: 0.5375 loss_bbox_2: 0.2844 loss_giou_2: 0.4832 loss_ce_3: 0.5275 loss_bbox_3: 0.2783 loss_giou_3: 0.4632 loss_ce_4: 0.5197 loss_bbox_4: 0.2703 loss_giou_4: 0.4604 time: 0.2806 data_time: 0.0317 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:21] d2.utils.events INFO: eta: 1 day, 9:53:26 iter: 15839 total_loss: 8.347 loss_ce: 0.5271 loss_bbox: 0.2774 loss_giou: 0.4359 loss_ce_0: 0.6668 loss_bbox_0: 0.4534 loss_giou_0: 0.6655 loss_ce_1: 0.582 loss_bbox_1: 0.3347 loss_giou_1: 0.5076 loss_ce_2: 0.5531 loss_bbox_2: 0.2981 loss_giou_2: 0.4661 loss_ce_3: 0.5363 loss_bbox_3: 0.2835 loss_giou_3: 0.4515 loss_ce_4: 0.5337 loss_bbox_4: 0.2749 loss_giou_4: 0.4389 time: 0.2806 data_time: 0.0289 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:26] d2.utils.events INFO: eta: 1 day, 9:52:58 iter: 15859 total_loss: 8.273 loss_ce: 0.522 loss_bbox: 0.287 loss_giou: 0.4578 loss_ce_0: 0.6631 loss_bbox_0: 0.4643 loss_giou_0: 0.6514 loss_ce_1: 0.5888 loss_bbox_1: 0.3314 loss_giou_1: 0.5163 loss_ce_2: 0.5376 loss_bbox_2: 0.3099 loss_giou_2: 0.4726 loss_ce_3: 0.531 loss_bbox_3: 0.2955 loss_giou_3: 0.4617 loss_ce_4: 0.5357 loss_bbox_4: 0.2816 loss_giou_4: 0.4598 time: 0.2806 data_time: 0.0266 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:32] d2.utils.events INFO: eta: 1 day, 9:52:41 iter: 15879 total_loss: 8.511 loss_ce: 0.5333 loss_bbox: 0.2772 loss_giou: 0.4904 loss_ce_0: 0.6869 loss_bbox_0: 0.4807 loss_giou_0: 0.7268 loss_ce_1: 0.5893 loss_bbox_1: 0.3174 loss_giou_1: 0.5482 loss_ce_2: 0.5504 loss_bbox_2: 0.2983 loss_giou_2: 0.5007 loss_ce_3: 0.5428 loss_bbox_3: 0.2847 loss_giou_3: 0.4906 loss_ce_4: 0.5368 loss_bbox_4: 0.2802 loss_giou_4: 0.4902 time: 0.2806 data_time: 0.0260 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:38] d2.utils.events INFO: eta: 1 day, 9:52:35 iter: 15899 total_loss: 8.658 loss_ce: 0.5213 loss_bbox: 0.2815 loss_giou: 0.4582 loss_ce_0: 0.6857 loss_bbox_0: 0.4614 loss_giou_0: 0.6819 loss_ce_1: 0.5906 loss_bbox_1: 0.32 loss_giou_1: 0.5363 loss_ce_2: 0.5408 loss_bbox_2: 0.2876 loss_giou_2: 0.4896 loss_ce_3: 0.5254 loss_bbox_3: 0.2832 loss_giou_3: 0.4766 loss_ce_4: 0.5193 loss_bbox_4: 0.2748 loss_giou_4: 0.4592 time: 0.2806 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:43] d2.utils.events INFO: eta: 1 day, 9:51:46 iter: 15919 total_loss: 8.065 loss_ce: 0.511 loss_bbox: 0.2668 loss_giou: 0.4311 loss_ce_0: 0.6671 loss_bbox_0: 0.4463 loss_giou_0: 0.6451 loss_ce_1: 0.547 loss_bbox_1: 0.3145 loss_giou_1: 0.5087 loss_ce_2: 0.515 loss_bbox_2: 0.2864 loss_giou_2: 0.4504 loss_ce_3: 0.5155 loss_bbox_3: 0.2752 loss_giou_3: 0.4459 loss_ce_4: 0.4979 loss_bbox_4: 0.2669 loss_giou_4: 0.4392 time: 0.2806 data_time: 0.0310 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:49] d2.utils.events INFO: eta: 1 day, 9:50:33 iter: 15939 total_loss: 8.518 loss_ce: 0.5025 loss_bbox: 0.295 loss_giou: 0.4773 loss_ce_0: 0.651 loss_bbox_0: 0.461 loss_giou_0: 0.7073 loss_ce_1: 0.5623 loss_bbox_1: 0.3416 loss_giou_1: 0.5492 loss_ce_2: 0.5411 loss_bbox_2: 0.3076 loss_giou_2: 0.5024 loss_ce_3: 0.5115 loss_bbox_3: 0.2976 loss_giou_3: 0.4874 loss_ce_4: 0.5112 loss_bbox_4: 0.2939 loss_giou_4: 0.479 time: 0.2806 data_time: 0.0297 lr: 2.5e-05 max_mem: 5115M [11/02 14:29:55] d2.utils.events INFO: eta: 1 day, 9:50:24 iter: 15959 total_loss: 8.732 loss_ce: 0.5537 loss_bbox: 0.2869 loss_giou: 0.4787 loss_ce_0: 0.662 loss_bbox_0: 0.4757 loss_giou_0: 0.686 loss_ce_1: 0.5998 loss_bbox_1: 0.3414 loss_giou_1: 0.5507 loss_ce_2: 0.5685 loss_bbox_2: 0.3082 loss_giou_2: 0.5039 loss_ce_3: 0.5574 loss_bbox_3: 0.2948 loss_giou_3: 0.4854 loss_ce_4: 0.5476 loss_bbox_4: 0.2915 loss_giou_4: 0.4793 time: 0.2806 data_time: 0.0223 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:01] d2.utils.events INFO: eta: 1 day, 9:50:09 iter: 15979 total_loss: 8.535 loss_ce: 0.5175 loss_bbox: 0.2768 loss_giou: 0.4655 loss_ce_0: 0.6623 loss_bbox_0: 0.4624 loss_giou_0: 0.6977 loss_ce_1: 0.5549 loss_bbox_1: 0.3308 loss_giou_1: 0.5505 loss_ce_2: 0.5265 loss_bbox_2: 0.29 loss_giou_2: 0.4952 loss_ce_3: 0.5129 loss_bbox_3: 0.2815 loss_giou_3: 0.4745 loss_ce_4: 0.5237 loss_bbox_4: 0.277 loss_giou_4: 0.4704 time: 0.2806 data_time: 0.0277 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:06] d2.utils.events INFO: eta: 1 day, 9:50:09 iter: 15999 total_loss: 8.523 loss_ce: 0.5505 loss_bbox: 0.2825 loss_giou: 0.4557 loss_ce_0: 0.6782 loss_bbox_0: 0.4755 loss_giou_0: 0.6798 loss_ce_1: 0.5933 loss_bbox_1: 0.3357 loss_giou_1: 0.5313 loss_ce_2: 0.5733 loss_bbox_2: 0.3052 loss_giou_2: 0.4932 loss_ce_3: 0.5609 loss_bbox_3: 0.285 loss_giou_3: 0.4643 loss_ce_4: 0.5559 loss_bbox_4: 0.2846 loss_giou_4: 0.4623 time: 0.2806 data_time: 0.0263 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:12] d2.utils.events INFO: eta: 1 day, 9:50:08 iter: 16019 total_loss: 8.428 loss_ce: 0.5162 loss_bbox: 0.2794 loss_giou: 0.4616 loss_ce_0: 0.6733 loss_bbox_0: 0.4676 loss_giou_0: 0.6993 loss_ce_1: 0.5761 loss_bbox_1: 0.3264 loss_giou_1: 0.5191 loss_ce_2: 0.5362 loss_bbox_2: 0.2981 loss_giou_2: 0.4876 loss_ce_3: 0.5231 loss_bbox_3: 0.2858 loss_giou_3: 0.4664 loss_ce_4: 0.522 loss_bbox_4: 0.2835 loss_giou_4: 0.4649 time: 0.2806 data_time: 0.0210 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:17] d2.utils.events INFO: eta: 1 day, 9:49:40 iter: 16039 total_loss: 8.148 loss_ce: 0.5154 loss_bbox: 0.2813 loss_giou: 0.4355 loss_ce_0: 0.6661 loss_bbox_0: 0.4793 loss_giou_0: 0.6654 loss_ce_1: 0.56 loss_bbox_1: 0.3374 loss_giou_1: 0.507 loss_ce_2: 0.5341 loss_bbox_2: 0.3102 loss_giou_2: 0.457 loss_ce_3: 0.5157 loss_bbox_3: 0.2985 loss_giou_3: 0.442 loss_ce_4: 0.5072 loss_bbox_4: 0.282 loss_giou_4: 0.4384 time: 0.2806 data_time: 0.0270 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:23] d2.utils.events INFO: eta: 1 day, 9:49:35 iter: 16059 total_loss: 8.569 loss_ce: 0.5464 loss_bbox: 0.2921 loss_giou: 0.4658 loss_ce_0: 0.6831 loss_bbox_0: 0.467 loss_giou_0: 0.6667 loss_ce_1: 0.5952 loss_bbox_1: 0.3412 loss_giou_1: 0.5217 loss_ce_2: 0.5491 loss_bbox_2: 0.2983 loss_giou_2: 0.4777 loss_ce_3: 0.5416 loss_bbox_3: 0.2947 loss_giou_3: 0.4727 loss_ce_4: 0.5356 loss_bbox_4: 0.2896 loss_giou_4: 0.4658 time: 0.2806 data_time: 0.0237 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:29] d2.utils.events INFO: eta: 1 day, 9:49:29 iter: 16079 total_loss: 8.349 loss_ce: 0.5347 loss_bbox: 0.2809 loss_giou: 0.4398 loss_ce_0: 0.6941 loss_bbox_0: 0.4808 loss_giou_0: 0.6849 loss_ce_1: 0.5858 loss_bbox_1: 0.3323 loss_giou_1: 0.5123 loss_ce_2: 0.5626 loss_bbox_2: 0.3048 loss_giou_2: 0.4691 loss_ce_3: 0.5438 loss_bbox_3: 0.2886 loss_giou_3: 0.4517 loss_ce_4: 0.5431 loss_bbox_4: 0.2814 loss_giou_4: 0.4438 time: 0.2806 data_time: 0.0300 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:34] d2.utils.events INFO: eta: 1 day, 9:49:26 iter: 16099 total_loss: 8.307 loss_ce: 0.5338 loss_bbox: 0.2674 loss_giou: 0.4346 loss_ce_0: 0.6918 loss_bbox_0: 0.4474 loss_giou_0: 0.6754 loss_ce_1: 0.5909 loss_bbox_1: 0.3173 loss_giou_1: 0.5169 loss_ce_2: 0.5531 loss_bbox_2: 0.2864 loss_giou_2: 0.4682 loss_ce_3: 0.5417 loss_bbox_3: 0.2747 loss_giou_3: 0.4519 loss_ce_4: 0.5374 loss_bbox_4: 0.2671 loss_giou_4: 0.4419 time: 0.2806 data_time: 0.0284 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:40] d2.utils.events INFO: eta: 1 day, 9:49:27 iter: 16119 total_loss: 8.6 loss_ce: 0.58 loss_bbox: 0.297 loss_giou: 0.473 loss_ce_0: 0.7069 loss_bbox_0: 0.5065 loss_giou_0: 0.7139 loss_ce_1: 0.6143 loss_bbox_1: 0.3508 loss_giou_1: 0.5414 loss_ce_2: 0.5882 loss_bbox_2: 0.3166 loss_giou_2: 0.5043 loss_ce_3: 0.5696 loss_bbox_3: 0.3068 loss_giou_3: 0.4866 loss_ce_4: 0.5797 loss_bbox_4: 0.3029 loss_giou_4: 0.4777 time: 0.2806 data_time: 0.0238 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:46] d2.utils.events INFO: eta: 1 day, 9:49:18 iter: 16139 total_loss: 8.343 loss_ce: 0.5338 loss_bbox: 0.2894 loss_giou: 0.4526 loss_ce_0: 0.6659 loss_bbox_0: 0.4807 loss_giou_0: 0.6675 loss_ce_1: 0.5871 loss_bbox_1: 0.337 loss_giou_1: 0.5131 loss_ce_2: 0.5552 loss_bbox_2: 0.2969 loss_giou_2: 0.4784 loss_ce_3: 0.5288 loss_bbox_3: 0.2856 loss_giou_3: 0.4652 loss_ce_4: 0.5312 loss_bbox_4: 0.2899 loss_giou_4: 0.4567 time: 0.2806 data_time: 0.0250 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:52] d2.utils.events INFO: eta: 1 day, 9:49:36 iter: 16159 total_loss: 8.358 loss_ce: 0.5247 loss_bbox: 0.2814 loss_giou: 0.4385 loss_ce_0: 0.6761 loss_bbox_0: 0.4542 loss_giou_0: 0.6625 loss_ce_1: 0.578 loss_bbox_1: 0.3325 loss_giou_1: 0.5128 loss_ce_2: 0.553 loss_bbox_2: 0.2963 loss_giou_2: 0.4579 loss_ce_3: 0.5254 loss_bbox_3: 0.2855 loss_giou_3: 0.4511 loss_ce_4: 0.5348 loss_bbox_4: 0.2843 loss_giou_4: 0.4465 time: 0.2806 data_time: 0.0257 lr: 2.5e-05 max_mem: 5115M [11/02 14:30:57] d2.utils.events INFO: eta: 1 day, 9:49:52 iter: 16179 total_loss: 8.511 loss_ce: 0.5301 loss_bbox: 0.2743 loss_giou: 0.4462 loss_ce_0: 0.6845 loss_bbox_0: 0.4839 loss_giou_0: 0.6889 loss_ce_1: 0.5919 loss_bbox_1: 0.3295 loss_giou_1: 0.52 loss_ce_2: 0.5481 loss_bbox_2: 0.2912 loss_giou_2: 0.4663 loss_ce_3: 0.5335 loss_bbox_3: 0.2768 loss_giou_3: 0.4501 loss_ce_4: 0.5287 loss_bbox_4: 0.2732 loss_giou_4: 0.4467 time: 0.2806 data_time: 0.0274 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:03] d2.utils.events INFO: eta: 1 day, 9:49:08 iter: 16199 total_loss: 8.127 loss_ce: 0.4942 loss_bbox: 0.2705 loss_giou: 0.4557 loss_ce_0: 0.6582 loss_bbox_0: 0.4459 loss_giou_0: 0.6818 loss_ce_1: 0.5575 loss_bbox_1: 0.3104 loss_giou_1: 0.5166 loss_ce_2: 0.5107 loss_bbox_2: 0.279 loss_giou_2: 0.4751 loss_ce_3: 0.4807 loss_bbox_3: 0.2755 loss_giou_3: 0.4627 loss_ce_4: 0.4869 loss_bbox_4: 0.2711 loss_giou_4: 0.4559 time: 0.2806 data_time: 0.0274 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:09] d2.utils.events INFO: eta: 1 day, 9:49:41 iter: 16219 total_loss: 8.47 loss_ce: 0.5317 loss_bbox: 0.292 loss_giou: 0.4506 loss_ce_0: 0.6911 loss_bbox_0: 0.481 loss_giou_0: 0.6822 loss_ce_1: 0.5884 loss_bbox_1: 0.3312 loss_giou_1: 0.5239 loss_ce_2: 0.5537 loss_bbox_2: 0.3141 loss_giou_2: 0.4739 loss_ce_3: 0.5344 loss_bbox_3: 0.3021 loss_giou_3: 0.4587 loss_ce_4: 0.5344 loss_bbox_4: 0.2902 loss_giou_4: 0.4547 time: 0.2806 data_time: 0.0286 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:14] d2.utils.events INFO: eta: 1 day, 9:50:11 iter: 16239 total_loss: 8.232 loss_ce: 0.505 loss_bbox: 0.2739 loss_giou: 0.4637 loss_ce_0: 0.6812 loss_bbox_0: 0.4417 loss_giou_0: 0.6873 loss_ce_1: 0.5649 loss_bbox_1: 0.3168 loss_giou_1: 0.521 loss_ce_2: 0.5173 loss_bbox_2: 0.2879 loss_giou_2: 0.4812 loss_ce_3: 0.5036 loss_bbox_3: 0.2786 loss_giou_3: 0.4681 loss_ce_4: 0.5014 loss_bbox_4: 0.2742 loss_giou_4: 0.4681 time: 0.2806 data_time: 0.0223 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:20] d2.utils.events INFO: eta: 1 day, 9:50:15 iter: 16259 total_loss: 8.398 loss_ce: 0.5179 loss_bbox: 0.2719 loss_giou: 0.4607 loss_ce_0: 0.6578 loss_bbox_0: 0.4581 loss_giou_0: 0.6463 loss_ce_1: 0.5756 loss_bbox_1: 0.3187 loss_giou_1: 0.5076 loss_ce_2: 0.5367 loss_bbox_2: 0.2836 loss_giou_2: 0.4737 loss_ce_3: 0.5192 loss_bbox_3: 0.2767 loss_giou_3: 0.4634 loss_ce_4: 0.5226 loss_bbox_4: 0.2722 loss_giou_4: 0.4585 time: 0.2806 data_time: 0.0286 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:26] d2.utils.events INFO: eta: 1 day, 9:49:48 iter: 16279 total_loss: 8.439 loss_ce: 0.5255 loss_bbox: 0.2759 loss_giou: 0.4391 loss_ce_0: 0.6936 loss_bbox_0: 0.4694 loss_giou_0: 0.6913 loss_ce_1: 0.5948 loss_bbox_1: 0.3331 loss_giou_1: 0.521 loss_ce_2: 0.5497 loss_bbox_2: 0.2989 loss_giou_2: 0.4684 loss_ce_3: 0.5416 loss_bbox_3: 0.2825 loss_giou_3: 0.4482 loss_ce_4: 0.5302 loss_bbox_4: 0.2795 loss_giou_4: 0.4432 time: 0.2806 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:31] d2.utils.events INFO: eta: 1 day, 9:50:24 iter: 16299 total_loss: 8.494 loss_ce: 0.5419 loss_bbox: 0.2934 loss_giou: 0.4632 loss_ce_0: 0.6809 loss_bbox_0: 0.4814 loss_giou_0: 0.6957 loss_ce_1: 0.5974 loss_bbox_1: 0.3587 loss_giou_1: 0.5508 loss_ce_2: 0.5578 loss_bbox_2: 0.3179 loss_giou_2: 0.5007 loss_ce_3: 0.5407 loss_bbox_3: 0.3053 loss_giou_3: 0.4825 loss_ce_4: 0.5469 loss_bbox_4: 0.2951 loss_giou_4: 0.4771 time: 0.2806 data_time: 0.0294 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:37] d2.utils.events INFO: eta: 1 day, 9:50:54 iter: 16319 total_loss: 8.576 loss_ce: 0.559 loss_bbox: 0.292 loss_giou: 0.4467 loss_ce_0: 0.6948 loss_bbox_0: 0.4766 loss_giou_0: 0.6836 loss_ce_1: 0.616 loss_bbox_1: 0.3311 loss_giou_1: 0.5205 loss_ce_2: 0.5758 loss_bbox_2: 0.3092 loss_giou_2: 0.474 loss_ce_3: 0.5547 loss_bbox_3: 0.3009 loss_giou_3: 0.4622 loss_ce_4: 0.558 loss_bbox_4: 0.2906 loss_giou_4: 0.4493 time: 0.2806 data_time: 0.0240 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:43] d2.utils.events INFO: eta: 1 day, 9:50:58 iter: 16339 total_loss: 8.642 loss_ce: 0.5287 loss_bbox: 0.2859 loss_giou: 0.458 loss_ce_0: 0.6882 loss_bbox_0: 0.4867 loss_giou_0: 0.7191 loss_ce_1: 0.5791 loss_bbox_1: 0.3566 loss_giou_1: 0.5431 loss_ce_2: 0.5435 loss_bbox_2: 0.294 loss_giou_2: 0.483 loss_ce_3: 0.5347 loss_bbox_3: 0.2909 loss_giou_3: 0.4802 loss_ce_4: 0.5254 loss_bbox_4: 0.2904 loss_giou_4: 0.4727 time: 0.2806 data_time: 0.0265 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:48] d2.utils.events INFO: eta: 1 day, 9:51:55 iter: 16359 total_loss: 8.44 loss_ce: 0.5142 loss_bbox: 0.2767 loss_giou: 0.4696 loss_ce_0: 0.6705 loss_bbox_0: 0.4497 loss_giou_0: 0.6966 loss_ce_1: 0.5675 loss_bbox_1: 0.3264 loss_giou_1: 0.5468 loss_ce_2: 0.5427 loss_bbox_2: 0.2878 loss_giou_2: 0.5007 loss_ce_3: 0.516 loss_bbox_3: 0.2821 loss_giou_3: 0.4877 loss_ce_4: 0.5212 loss_bbox_4: 0.2773 loss_giou_4: 0.4699 time: 0.2806 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:31:54] d2.utils.events INFO: eta: 1 day, 9:52:00 iter: 16379 total_loss: 8.353 loss_ce: 0.4977 loss_bbox: 0.2689 loss_giou: 0.482 loss_ce_0: 0.6617 loss_bbox_0: 0.454 loss_giou_0: 0.7194 loss_ce_1: 0.5671 loss_bbox_1: 0.3107 loss_giou_1: 0.5568 loss_ce_2: 0.5038 loss_bbox_2: 0.285 loss_giou_2: 0.5198 loss_ce_3: 0.5001 loss_bbox_3: 0.2775 loss_giou_3: 0.4937 loss_ce_4: 0.4971 loss_bbox_4: 0.2707 loss_giou_4: 0.4892 time: 0.2806 data_time: 0.0256 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:00] d2.utils.events INFO: eta: 1 day, 9:52:11 iter: 16399 total_loss: 8.866 loss_ce: 0.5543 loss_bbox: 0.2947 loss_giou: 0.4694 loss_ce_0: 0.7049 loss_bbox_0: 0.509 loss_giou_0: 0.7236 loss_ce_1: 0.6056 loss_bbox_1: 0.3372 loss_giou_1: 0.537 loss_ce_2: 0.5818 loss_bbox_2: 0.3172 loss_giou_2: 0.4929 loss_ce_3: 0.5579 loss_bbox_3: 0.3021 loss_giou_3: 0.4771 loss_ce_4: 0.5619 loss_bbox_4: 0.2906 loss_giou_4: 0.4612 time: 0.2806 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:05] d2.utils.events INFO: eta: 1 day, 9:52:41 iter: 16419 total_loss: 8.771 loss_ce: 0.5418 loss_bbox: 0.2579 loss_giou: 0.4524 loss_ce_0: 0.7053 loss_bbox_0: 0.4737 loss_giou_0: 0.6875 loss_ce_1: 0.5907 loss_bbox_1: 0.3181 loss_giou_1: 0.5319 loss_ce_2: 0.5649 loss_bbox_2: 0.2933 loss_giou_2: 0.4874 loss_ce_3: 0.5553 loss_bbox_3: 0.2738 loss_giou_3: 0.4718 loss_ce_4: 0.5494 loss_bbox_4: 0.2638 loss_giou_4: 0.4583 time: 0.2806 data_time: 0.0269 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:11] d2.utils.events INFO: eta: 1 day, 9:52:28 iter: 16439 total_loss: 8.353 loss_ce: 0.5042 loss_bbox: 0.288 loss_giou: 0.4429 loss_ce_0: 0.6391 loss_bbox_0: 0.4686 loss_giou_0: 0.6405 loss_ce_1: 0.5465 loss_bbox_1: 0.3434 loss_giou_1: 0.5092 loss_ce_2: 0.5095 loss_bbox_2: 0.3012 loss_giou_2: 0.4676 loss_ce_3: 0.5034 loss_bbox_3: 0.2889 loss_giou_3: 0.4566 loss_ce_4: 0.5089 loss_bbox_4: 0.2917 loss_giou_4: 0.4444 time: 0.2806 data_time: 0.0264 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:17] d2.utils.events INFO: eta: 1 day, 9:52:07 iter: 16459 total_loss: 8.621 loss_ce: 0.5552 loss_bbox: 0.2939 loss_giou: 0.4579 loss_ce_0: 0.6869 loss_bbox_0: 0.4703 loss_giou_0: 0.7156 loss_ce_1: 0.5892 loss_bbox_1: 0.3462 loss_giou_1: 0.534 loss_ce_2: 0.5741 loss_bbox_2: 0.308 loss_giou_2: 0.4884 loss_ce_3: 0.5617 loss_bbox_3: 0.2991 loss_giou_3: 0.4691 loss_ce_4: 0.5552 loss_bbox_4: 0.2984 loss_giou_4: 0.4609 time: 0.2806 data_time: 0.0257 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:22] d2.utils.events INFO: eta: 1 day, 9:51:46 iter: 16479 total_loss: 8.405 loss_ce: 0.5354 loss_bbox: 0.2772 loss_giou: 0.4381 loss_ce_0: 0.6672 loss_bbox_0: 0.466 loss_giou_0: 0.6602 loss_ce_1: 0.5824 loss_bbox_1: 0.3389 loss_giou_1: 0.5074 loss_ce_2: 0.554 loss_bbox_2: 0.3034 loss_giou_2: 0.4597 loss_ce_3: 0.5463 loss_bbox_3: 0.2864 loss_giou_3: 0.4428 loss_ce_4: 0.5318 loss_bbox_4: 0.2797 loss_giou_4: 0.4412 time: 0.2806 data_time: 0.0225 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:28] d2.utils.events INFO: eta: 1 day, 9:51:45 iter: 16499 total_loss: 8.629 loss_ce: 0.5635 loss_bbox: 0.2863 loss_giou: 0.4614 loss_ce_0: 0.7204 loss_bbox_0: 0.4658 loss_giou_0: 0.7094 loss_ce_1: 0.6118 loss_bbox_1: 0.3326 loss_giou_1: 0.5473 loss_ce_2: 0.5795 loss_bbox_2: 0.3007 loss_giou_2: 0.4894 loss_ce_3: 0.5558 loss_bbox_3: 0.2943 loss_giou_3: 0.4718 loss_ce_4: 0.5679 loss_bbox_4: 0.2909 loss_giou_4: 0.4648 time: 0.2806 data_time: 0.0246 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:34] d2.utils.events INFO: eta: 1 day, 9:51:51 iter: 16519 total_loss: 8.333 loss_ce: 0.5228 loss_bbox: 0.2666 loss_giou: 0.4213 loss_ce_0: 0.681 loss_bbox_0: 0.4739 loss_giou_0: 0.6462 loss_ce_1: 0.5847 loss_bbox_1: 0.3259 loss_giou_1: 0.494 loss_ce_2: 0.5418 loss_bbox_2: 0.2861 loss_giou_2: 0.442 loss_ce_3: 0.5341 loss_bbox_3: 0.2735 loss_giou_3: 0.4229 loss_ce_4: 0.5322 loss_bbox_4: 0.2665 loss_giou_4: 0.4207 time: 0.2806 data_time: 0.0229 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:40] d2.utils.events INFO: eta: 1 day, 9:51:27 iter: 16539 total_loss: 8.199 loss_ce: 0.5203 loss_bbox: 0.2865 loss_giou: 0.4548 loss_ce_0: 0.6477 loss_bbox_0: 0.471 loss_giou_0: 0.6841 loss_ce_1: 0.5594 loss_bbox_1: 0.3302 loss_giou_1: 0.5111 loss_ce_2: 0.521 loss_bbox_2: 0.3002 loss_giou_2: 0.478 loss_ce_3: 0.524 loss_bbox_3: 0.2897 loss_giou_3: 0.4569 loss_ce_4: 0.5136 loss_bbox_4: 0.2848 loss_giou_4: 0.458 time: 0.2806 data_time: 0.0194 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:45] d2.utils.events INFO: eta: 1 day, 9:51:24 iter: 16559 total_loss: 8.543 loss_ce: 0.5461 loss_bbox: 0.3029 loss_giou: 0.4444 loss_ce_0: 0.6838 loss_bbox_0: 0.4847 loss_giou_0: 0.6384 loss_ce_1: 0.5967 loss_bbox_1: 0.3401 loss_giou_1: 0.5011 loss_ce_2: 0.5642 loss_bbox_2: 0.3082 loss_giou_2: 0.4658 loss_ce_3: 0.557 loss_bbox_3: 0.2986 loss_giou_3: 0.447 loss_ce_4: 0.542 loss_bbox_4: 0.3007 loss_giou_4: 0.4429 time: 0.2806 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:51] d2.utils.events INFO: eta: 1 day, 9:51:16 iter: 16579 total_loss: 8.514 loss_ce: 0.5259 loss_bbox: 0.2825 loss_giou: 0.4465 loss_ce_0: 0.6717 loss_bbox_0: 0.4515 loss_giou_0: 0.6701 loss_ce_1: 0.5837 loss_bbox_1: 0.3367 loss_giou_1: 0.5189 loss_ce_2: 0.5432 loss_bbox_2: 0.2983 loss_giou_2: 0.4707 loss_ce_3: 0.5325 loss_bbox_3: 0.2908 loss_giou_3: 0.4611 loss_ce_4: 0.5312 loss_bbox_4: 0.2826 loss_giou_4: 0.4554 time: 0.2806 data_time: 0.0249 lr: 2.5e-05 max_mem: 5115M [11/02 14:32:57] d2.utils.events INFO: eta: 1 day, 9:51:05 iter: 16599 total_loss: 8.3 loss_ce: 0.5139 loss_bbox: 0.2738 loss_giou: 0.4366 loss_ce_0: 0.6571 loss_bbox_0: 0.4736 loss_giou_0: 0.6992 loss_ce_1: 0.5538 loss_bbox_1: 0.3362 loss_giou_1: 0.5249 loss_ce_2: 0.5219 loss_bbox_2: 0.2956 loss_giou_2: 0.4694 loss_ce_3: 0.5154 loss_bbox_3: 0.2838 loss_giou_3: 0.4459 loss_ce_4: 0.5052 loss_bbox_4: 0.2773 loss_giou_4: 0.4405 time: 0.2806 data_time: 0.0231 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:02] d2.utils.events INFO: eta: 1 day, 9:50:41 iter: 16619 total_loss: 8.55 loss_ce: 0.5463 loss_bbox: 0.2925 loss_giou: 0.4485 loss_ce_0: 0.681 loss_bbox_0: 0.4663 loss_giou_0: 0.6631 loss_ce_1: 0.6151 loss_bbox_1: 0.3278 loss_giou_1: 0.5166 loss_ce_2: 0.5703 loss_bbox_2: 0.3034 loss_giou_2: 0.4784 loss_ce_3: 0.5465 loss_bbox_3: 0.3041 loss_giou_3: 0.469 loss_ce_4: 0.5485 loss_bbox_4: 0.2943 loss_giou_4: 0.4536 time: 0.2805 data_time: 0.0209 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:08] d2.utils.events INFO: eta: 1 day, 9:49:57 iter: 16639 total_loss: 8.473 loss_ce: 0.5422 loss_bbox: 0.2967 loss_giou: 0.4568 loss_ce_0: 0.6809 loss_bbox_0: 0.4595 loss_giou_0: 0.6966 loss_ce_1: 0.5982 loss_bbox_1: 0.3346 loss_giou_1: 0.533 loss_ce_2: 0.5638 loss_bbox_2: 0.3048 loss_giou_2: 0.4846 loss_ce_3: 0.5518 loss_bbox_3: 0.3066 loss_giou_3: 0.4684 loss_ce_4: 0.5416 loss_bbox_4: 0.3023 loss_giou_4: 0.4583 time: 0.2805 data_time: 0.0297 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:13] d2.utils.events INFO: eta: 1 day, 9:49:57 iter: 16659 total_loss: 8.405 loss_ce: 0.5212 loss_bbox: 0.268 loss_giou: 0.4706 loss_ce_0: 0.6824 loss_bbox_0: 0.4569 loss_giou_0: 0.7059 loss_ce_1: 0.5659 loss_bbox_1: 0.3187 loss_giou_1: 0.5413 loss_ce_2: 0.5394 loss_bbox_2: 0.2842 loss_giou_2: 0.5072 loss_ce_3: 0.523 loss_bbox_3: 0.2762 loss_giou_3: 0.4841 loss_ce_4: 0.5316 loss_bbox_4: 0.2754 loss_giou_4: 0.4761 time: 0.2805 data_time: 0.0245 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:19] d2.utils.events INFO: eta: 1 day, 9:49:22 iter: 16679 total_loss: 8.339 loss_ce: 0.531 loss_bbox: 0.2852 loss_giou: 0.4408 loss_ce_0: 0.6808 loss_bbox_0: 0.4698 loss_giou_0: 0.6684 loss_ce_1: 0.5953 loss_bbox_1: 0.34 loss_giou_1: 0.5202 loss_ce_2: 0.5516 loss_bbox_2: 0.3085 loss_giou_2: 0.4685 loss_ce_3: 0.5237 loss_bbox_3: 0.2969 loss_giou_3: 0.4558 loss_ce_4: 0.5294 loss_bbox_4: 0.2882 loss_giou_4: 0.4452 time: 0.2805 data_time: 0.0259 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:25] d2.utils.events INFO: eta: 1 day, 9:49:17 iter: 16699 total_loss: 8.49 loss_ce: 0.5329 loss_bbox: 0.3 loss_giou: 0.4721 loss_ce_0: 0.7026 loss_bbox_0: 0.4721 loss_giou_0: 0.692 loss_ce_1: 0.5857 loss_bbox_1: 0.342 loss_giou_1: 0.5389 loss_ce_2: 0.5506 loss_bbox_2: 0.3161 loss_giou_2: 0.4926 loss_ce_3: 0.5345 loss_bbox_3: 0.31 loss_giou_3: 0.4858 loss_ce_4: 0.5359 loss_bbox_4: 0.3088 loss_giou_4: 0.481 time: 0.2805 data_time: 0.0267 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:30] d2.utils.events INFO: eta: 1 day, 9:49:34 iter: 16719 total_loss: 8.112 loss_ce: 0.5159 loss_bbox: 0.2769 loss_giou: 0.4442 loss_ce_0: 0.6712 loss_bbox_0: 0.453 loss_giou_0: 0.6444 loss_ce_1: 0.5812 loss_bbox_1: 0.3151 loss_giou_1: 0.5022 loss_ce_2: 0.5393 loss_bbox_2: 0.2953 loss_giou_2: 0.4554 loss_ce_3: 0.5172 loss_bbox_3: 0.2835 loss_giou_3: 0.443 loss_ce_4: 0.513 loss_bbox_4: 0.2817 loss_giou_4: 0.4404 time: 0.2805 data_time: 0.0300 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:36] d2.utils.events INFO: eta: 1 day, 9:50:09 iter: 16739 total_loss: 8.202 loss_ce: 0.519 loss_bbox: 0.2815 loss_giou: 0.4288 loss_ce_0: 0.6472 loss_bbox_0: 0.4615 loss_giou_0: 0.6461 loss_ce_1: 0.5655 loss_bbox_1: 0.3224 loss_giou_1: 0.4967 loss_ce_2: 0.5409 loss_bbox_2: 0.2867 loss_giou_2: 0.4527 loss_ce_3: 0.5187 loss_bbox_3: 0.2825 loss_giou_3: 0.4384 loss_ce_4: 0.511 loss_bbox_4: 0.2823 loss_giou_4: 0.4298 time: 0.2805 data_time: 0.0210 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:42] d2.utils.events INFO: eta: 1 day, 9:50:03 iter: 16759 total_loss: 8.582 loss_ce: 0.546 loss_bbox: 0.2808 loss_giou: 0.4541 loss_ce_0: 0.6819 loss_bbox_0: 0.4673 loss_giou_0: 0.6878 loss_ce_1: 0.5856 loss_bbox_1: 0.339 loss_giou_1: 0.5383 loss_ce_2: 0.5673 loss_bbox_2: 0.3025 loss_giou_2: 0.4844 loss_ce_3: 0.549 loss_bbox_3: 0.2815 loss_giou_3: 0.4685 loss_ce_4: 0.5494 loss_bbox_4: 0.2775 loss_giou_4: 0.4574 time: 0.2805 data_time: 0.0242 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:47] d2.utils.events INFO: eta: 1 day, 9:49:38 iter: 16779 total_loss: 8.491 loss_ce: 0.5083 loss_bbox: 0.2766 loss_giou: 0.4868 loss_ce_0: 0.6526 loss_bbox_0: 0.4718 loss_giou_0: 0.6976 loss_ce_1: 0.5675 loss_bbox_1: 0.3306 loss_giou_1: 0.5549 loss_ce_2: 0.5324 loss_bbox_2: 0.2993 loss_giou_2: 0.5092 loss_ce_3: 0.5234 loss_bbox_3: 0.2911 loss_giou_3: 0.4934 loss_ce_4: 0.5043 loss_bbox_4: 0.2802 loss_giou_4: 0.4892 time: 0.2805 data_time: 0.0297 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:53] d2.utils.events INFO: eta: 1 day, 9:49:46 iter: 16799 total_loss: 8.555 loss_ce: 0.5309 loss_bbox: 0.3072 loss_giou: 0.4812 loss_ce_0: 0.6681 loss_bbox_0: 0.4704 loss_giou_0: 0.7179 loss_ce_1: 0.5768 loss_bbox_1: 0.3564 loss_giou_1: 0.5574 loss_ce_2: 0.541 loss_bbox_2: 0.3265 loss_giou_2: 0.5072 loss_ce_3: 0.5269 loss_bbox_3: 0.3223 loss_giou_3: 0.4892 loss_ce_4: 0.5231 loss_bbox_4: 0.3162 loss_giou_4: 0.4816 time: 0.2805 data_time: 0.0258 lr: 2.5e-05 max_mem: 5115M [11/02 14:33:59] d2.utils.events INFO: eta: 1 day, 9:49:27 iter: 16819 total_loss: 8.403 loss_ce: 0.533 loss_bbox: 0.2838 loss_giou: 0.4322 loss_ce_0: 0.6905 loss_bbox_0: 0.4575 loss_giou_0: 0.644 loss_ce_1: 0.5983 loss_bbox_1: 0.3394 loss_giou_1: 0.5013 loss_ce_2: 0.5532 loss_bbox_2: 0.2984 loss_giou_2: 0.459 loss_ce_3: 0.5337 loss_bbox_3: 0.2868 loss_giou_3: 0.4383 loss_ce_4: 0.5295 loss_bbox_4: 0.2853 loss_giou_4: 0.434 time: 0.2805 data_time: 0.0255 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:04] d2.utils.events INFO: eta: 1 day, 9:48:15 iter: 16839 total_loss: 8.469 loss_ce: 0.5469 loss_bbox: 0.2932 loss_giou: 0.4269 loss_ce_0: 0.6765 loss_bbox_0: 0.4795 loss_giou_0: 0.6338 loss_ce_1: 0.5906 loss_bbox_1: 0.3476 loss_giou_1: 0.4877 loss_ce_2: 0.5521 loss_bbox_2: 0.3022 loss_giou_2: 0.4552 loss_ce_3: 0.5473 loss_bbox_3: 0.2961 loss_giou_3: 0.4416 loss_ce_4: 0.5459 loss_bbox_4: 0.2826 loss_giou_4: 0.4318 time: 0.2805 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:10] d2.utils.events INFO: eta: 1 day, 9:49:00 iter: 16859 total_loss: 8.025 loss_ce: 0.5142 loss_bbox: 0.2661 loss_giou: 0.4437 loss_ce_0: 0.6507 loss_bbox_0: 0.4509 loss_giou_0: 0.6744 loss_ce_1: 0.5642 loss_bbox_1: 0.3178 loss_giou_1: 0.5106 loss_ce_2: 0.5177 loss_bbox_2: 0.2755 loss_giou_2: 0.464 loss_ce_3: 0.5113 loss_bbox_3: 0.278 loss_giou_3: 0.4572 loss_ce_4: 0.5176 loss_bbox_4: 0.2679 loss_giou_4: 0.4496 time: 0.2805 data_time: 0.0322 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:16] d2.utils.events INFO: eta: 1 day, 9:49:28 iter: 16879 total_loss: 8.351 loss_ce: 0.5069 loss_bbox: 0.2719 loss_giou: 0.4586 loss_ce_0: 0.6504 loss_bbox_0: 0.4484 loss_giou_0: 0.6648 loss_ce_1: 0.5613 loss_bbox_1: 0.3209 loss_giou_1: 0.5189 loss_ce_2: 0.5384 loss_bbox_2: 0.2944 loss_giou_2: 0.4763 loss_ce_3: 0.5187 loss_bbox_3: 0.2854 loss_giou_3: 0.4658 loss_ce_4: 0.5082 loss_bbox_4: 0.276 loss_giou_4: 0.4617 time: 0.2805 data_time: 0.0217 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:22] d2.utils.events INFO: eta: 1 day, 9:49:22 iter: 16899 total_loss: 8.63 loss_ce: 0.5418 loss_bbox: 0.301 loss_giou: 0.4512 loss_ce_0: 0.6922 loss_bbox_0: 0.5 loss_giou_0: 0.6613 loss_ce_1: 0.6115 loss_bbox_1: 0.363 loss_giou_1: 0.5146 loss_ce_2: 0.5569 loss_bbox_2: 0.3131 loss_giou_2: 0.4713 loss_ce_3: 0.5415 loss_bbox_3: 0.3044 loss_giou_3: 0.4586 loss_ce_4: 0.5381 loss_bbox_4: 0.2968 loss_giou_4: 0.4577 time: 0.2805 data_time: 0.0239 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:27] d2.utils.events INFO: eta: 1 day, 9:49:29 iter: 16919 total_loss: 8.208 loss_ce: 0.512 loss_bbox: 0.2812 loss_giou: 0.4512 loss_ce_0: 0.6748 loss_bbox_0: 0.4685 loss_giou_0: 0.646 loss_ce_1: 0.5738 loss_bbox_1: 0.3372 loss_giou_1: 0.5029 loss_ce_2: 0.5432 loss_bbox_2: 0.3039 loss_giou_2: 0.4695 loss_ce_3: 0.5214 loss_bbox_3: 0.2911 loss_giou_3: 0.4563 loss_ce_4: 0.5163 loss_bbox_4: 0.2855 loss_giou_4: 0.4514 time: 0.2805 data_time: 0.0217 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:33] d2.utils.events INFO: eta: 1 day, 9:50:01 iter: 16939 total_loss: 8.191 loss_ce: 0.5002 loss_bbox: 0.2739 loss_giou: 0.4452 loss_ce_0: 0.6533 loss_bbox_0: 0.4588 loss_giou_0: 0.6598 loss_ce_1: 0.559 loss_bbox_1: 0.313 loss_giou_1: 0.5141 loss_ce_2: 0.5136 loss_bbox_2: 0.2752 loss_giou_2: 0.4689 loss_ce_3: 0.4997 loss_bbox_3: 0.2718 loss_giou_3: 0.4543 loss_ce_4: 0.5041 loss_bbox_4: 0.2659 loss_giou_4: 0.446 time: 0.2805 data_time: 0.0287 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:39] d2.utils.events INFO: eta: 1 day, 9:49:35 iter: 16959 total_loss: 8.338 loss_ce: 0.5453 loss_bbox: 0.2678 loss_giou: 0.4538 loss_ce_0: 0.6885 loss_bbox_0: 0.4738 loss_giou_0: 0.6897 loss_ce_1: 0.6069 loss_bbox_1: 0.3349 loss_giou_1: 0.5343 loss_ce_2: 0.5519 loss_bbox_2: 0.2901 loss_giou_2: 0.4763 loss_ce_3: 0.543 loss_bbox_3: 0.2872 loss_giou_3: 0.4596 loss_ce_4: 0.5354 loss_bbox_4: 0.2714 loss_giou_4: 0.4548 time: 0.2805 data_time: 0.0253 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:44] d2.utils.events INFO: eta: 1 day, 9:49:18 iter: 16979 total_loss: 8.487 loss_ce: 0.5247 loss_bbox: 0.277 loss_giou: 0.4602 loss_ce_0: 0.6901 loss_bbox_0: 0.4582 loss_giou_0: 0.6767 loss_ce_1: 0.5856 loss_bbox_1: 0.3394 loss_giou_1: 0.5272 loss_ce_2: 0.5491 loss_bbox_2: 0.3018 loss_giou_2: 0.4861 loss_ce_3: 0.5387 loss_bbox_3: 0.2897 loss_giou_3: 0.4696 loss_ce_4: 0.5295 loss_bbox_4: 0.2809 loss_giou_4: 0.4588 time: 0.2805 data_time: 0.0256 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:50] d2.utils.events INFO: eta: 1 day, 9:49:24 iter: 16999 total_loss: 8.309 loss_ce: 0.5121 loss_bbox: 0.2718 loss_giou: 0.4618 loss_ce_0: 0.6732 loss_bbox_0: 0.4673 loss_giou_0: 0.6889 loss_ce_1: 0.5711 loss_bbox_1: 0.3306 loss_giou_1: 0.5336 loss_ce_2: 0.51 loss_bbox_2: 0.29 loss_giou_2: 0.4894 loss_ce_3: 0.5087 loss_bbox_3: 0.273 loss_giou_3: 0.4713 loss_ce_4: 0.5256 loss_bbox_4: 0.2692 loss_giou_4: 0.4604 time: 0.2805 data_time: 0.0235 lr: 2.5e-05 max_mem: 5115M [11/02 14:34:56] d2.utils.events INFO: eta: 1 day, 9:49:39 iter: 17019 total_loss: 8.581 loss_ce: 0.5398 loss_bbox: 0.299 loss_giou: 0.4723 loss_ce_0: 0.6868 loss_bbox_0: 0.4791 loss_giou_0: 0.7041 loss_ce_1: 0.6083 loss_bbox_1: 0.3506 loss_giou_1: 0.5421 loss_ce_2: 0.575 loss_bbox_2: 0.3217 loss_giou_2: 0.4904 loss_ce_3: 0.5546 loss_bbox_3: 0.3089 loss_giou_3: 0.473 loss_ce_4: 0.5421 loss_bbox_4: 0.299 loss_giou_4: 0.4755 time: 0.2805 data_time: 0.0306 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:01] d2.utils.events INFO: eta: 1 day, 9:49:22 iter: 17039 total_loss: 8.297 loss_ce: 0.53 loss_bbox: 0.283 loss_giou: 0.4337 loss_ce_0: 0.6842 loss_bbox_0: 0.4546 loss_giou_0: 0.6648 loss_ce_1: 0.5876 loss_bbox_1: 0.3265 loss_giou_1: 0.496 loss_ce_2: 0.5492 loss_bbox_2: 0.2962 loss_giou_2: 0.4556 loss_ce_3: 0.533 loss_bbox_3: 0.2835 loss_giou_3: 0.4474 loss_ce_4: 0.5276 loss_bbox_4: 0.2854 loss_giou_4: 0.4367 time: 0.2805 data_time: 0.0212 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:07] d2.utils.events INFO: eta: 1 day, 9:48:55 iter: 17059 total_loss: 8.432 loss_ce: 0.5493 loss_bbox: 0.2939 loss_giou: 0.4471 loss_ce_0: 0.6877 loss_bbox_0: 0.488 loss_giou_0: 0.686 loss_ce_1: 0.613 loss_bbox_1: 0.341 loss_giou_1: 0.5215 loss_ce_2: 0.569 loss_bbox_2: 0.2986 loss_giou_2: 0.4726 loss_ce_3: 0.5568 loss_bbox_3: 0.2964 loss_giou_3: 0.4636 loss_ce_4: 0.5456 loss_bbox_4: 0.2951 loss_giou_4: 0.4487 time: 0.2805 data_time: 0.0245 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:13] d2.utils.events INFO: eta: 1 day, 9:48:50 iter: 17079 total_loss: 8.179 loss_ce: 0.541 loss_bbox: 0.2576 loss_giou: 0.4253 loss_ce_0: 0.7119 loss_bbox_0: 0.4528 loss_giou_0: 0.6561 loss_ce_1: 0.613 loss_bbox_1: 0.3217 loss_giou_1: 0.5008 loss_ce_2: 0.5502 loss_bbox_2: 0.283 loss_giou_2: 0.451 loss_ce_3: 0.5257 loss_bbox_3: 0.2772 loss_giou_3: 0.4396 loss_ce_4: 0.5324 loss_bbox_4: 0.2614 loss_giou_4: 0.4338 time: 0.2805 data_time: 0.0257 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:18] d2.utils.events INFO: eta: 1 day, 9:48:44 iter: 17099 total_loss: 8.317 loss_ce: 0.507 loss_bbox: 0.2988 loss_giou: 0.4588 loss_ce_0: 0.6672 loss_bbox_0: 0.4674 loss_giou_0: 0.6737 loss_ce_1: 0.5733 loss_bbox_1: 0.3389 loss_giou_1: 0.5316 loss_ce_2: 0.5352 loss_bbox_2: 0.3019 loss_giou_2: 0.4804 loss_ce_3: 0.512 loss_bbox_3: 0.2975 loss_giou_3: 0.471 loss_ce_4: 0.5086 loss_bbox_4: 0.3 loss_giou_4: 0.4663 time: 0.2805 data_time: 0.0279 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:24] d2.utils.events INFO: eta: 1 day, 9:48:25 iter: 17119 total_loss: 8.62 loss_ce: 0.5331 loss_bbox: 0.2866 loss_giou: 0.4757 loss_ce_0: 0.6938 loss_bbox_0: 0.482 loss_giou_0: 0.7359 loss_ce_1: 0.5838 loss_bbox_1: 0.3466 loss_giou_1: 0.5413 loss_ce_2: 0.5388 loss_bbox_2: 0.3072 loss_giou_2: 0.504 loss_ce_3: 0.519 loss_bbox_3: 0.2999 loss_giou_3: 0.491 loss_ce_4: 0.5276 loss_bbox_4: 0.2875 loss_giou_4: 0.4804 time: 0.2805 data_time: 0.0279 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:30] d2.utils.events INFO: eta: 1 day, 9:48:15 iter: 17139 total_loss: 8.227 loss_ce: 0.4973 loss_bbox: 0.2732 loss_giou: 0.4465 loss_ce_0: 0.6611 loss_bbox_0: 0.4667 loss_giou_0: 0.6765 loss_ce_1: 0.5558 loss_bbox_1: 0.3259 loss_giou_1: 0.512 loss_ce_2: 0.5098 loss_bbox_2: 0.2863 loss_giou_2: 0.4731 loss_ce_3: 0.4852 loss_bbox_3: 0.2782 loss_giou_3: 0.4522 loss_ce_4: 0.4835 loss_bbox_4: 0.2718 loss_giou_4: 0.4499 time: 0.2805 data_time: 0.0282 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:35] d2.utils.events INFO: eta: 1 day, 9:47:29 iter: 17159 total_loss: 8.11 loss_ce: 0.4869 loss_bbox: 0.2689 loss_giou: 0.4528 loss_ce_0: 0.6326 loss_bbox_0: 0.4361 loss_giou_0: 0.6697 loss_ce_1: 0.5277 loss_bbox_1: 0.3191 loss_giou_1: 0.5279 loss_ce_2: 0.4955 loss_bbox_2: 0.2823 loss_giou_2: 0.4801 loss_ce_3: 0.4845 loss_bbox_3: 0.2698 loss_giou_3: 0.461 loss_ce_4: 0.48 loss_bbox_4: 0.2671 loss_giou_4: 0.4571 time: 0.2805 data_time: 0.0255 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:41] d2.utils.events INFO: eta: 1 day, 9:46:06 iter: 17179 total_loss: 8.54 loss_ce: 0.5094 loss_bbox: 0.2944 loss_giou: 0.4742 loss_ce_0: 0.6627 loss_bbox_0: 0.4842 loss_giou_0: 0.7041 loss_ce_1: 0.5851 loss_bbox_1: 0.3448 loss_giou_1: 0.5499 loss_ce_2: 0.5296 loss_bbox_2: 0.3115 loss_giou_2: 0.4999 loss_ce_3: 0.5117 loss_bbox_3: 0.31 loss_giou_3: 0.4849 loss_ce_4: 0.5177 loss_bbox_4: 0.2977 loss_giou_4: 0.4704 time: 0.2805 data_time: 0.0236 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:47] d2.utils.events INFO: eta: 1 day, 9:47:17 iter: 17199 total_loss: 8.27 loss_ce: 0.5156 loss_bbox: 0.2757 loss_giou: 0.437 loss_ce_0: 0.6778 loss_bbox_0: 0.4593 loss_giou_0: 0.6486 loss_ce_1: 0.5736 loss_bbox_1: 0.3215 loss_giou_1: 0.4913 loss_ce_2: 0.536 loss_bbox_2: 0.2887 loss_giou_2: 0.4452 loss_ce_3: 0.5216 loss_bbox_3: 0.2793 loss_giou_3: 0.4402 loss_ce_4: 0.5138 loss_bbox_4: 0.2758 loss_giou_4: 0.4417 time: 0.2805 data_time: 0.0308 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:52] d2.utils.events INFO: eta: 1 day, 9:45:35 iter: 17219 total_loss: 8.582 loss_ce: 0.5343 loss_bbox: 0.2906 loss_giou: 0.438 loss_ce_0: 0.6927 loss_bbox_0: 0.4812 loss_giou_0: 0.6599 loss_ce_1: 0.5886 loss_bbox_1: 0.3516 loss_giou_1: 0.5073 loss_ce_2: 0.5426 loss_bbox_2: 0.3041 loss_giou_2: 0.4664 loss_ce_3: 0.526 loss_bbox_3: 0.2911 loss_giou_3: 0.4382 loss_ce_4: 0.5299 loss_bbox_4: 0.2884 loss_giou_4: 0.4411 time: 0.2805 data_time: 0.0244 lr: 2.5e-05 max_mem: 5115M [11/02 14:35:58] d2.utils.events INFO: eta: 1 day, 9:45:00 iter: 17239 total_loss: 8.193 loss_ce: 0.498 loss_bbox: 0.2673 loss_giou: 0.4421 loss_ce_0: 0.663 loss_bbox_0: 0.4666 loss_giou_0: 0.6588 loss_ce_1: 0.5589 loss_bbox_1: 0.3183 loss_giou_1: 0.5112 loss_ce_2: 0.5212 loss_bbox_2: 0.2881 loss_giou_2: 0.4601 loss_ce_3: 0.5033 loss_bbox_3: 0.2899 loss_giou_3: 0.4471 loss_ce_4: 0.5064 loss_bbox_4: 0.2691 loss_giou_4: 0.4421 time: 0.2805 data_time: 0.0263 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:04] d2.utils.events INFO: eta: 1 day, 9:44:36 iter: 17259 total_loss: 8.372 loss_ce: 0.5117 loss_bbox: 0.2561 loss_giou: 0.4704 loss_ce_0: 0.6729 loss_bbox_0: 0.4571 loss_giou_0: 0.7259 loss_ce_1: 0.5806 loss_bbox_1: 0.3097 loss_giou_1: 0.5437 loss_ce_2: 0.5389 loss_bbox_2: 0.2774 loss_giou_2: 0.4937 loss_ce_3: 0.5244 loss_bbox_3: 0.2643 loss_giou_3: 0.4815 loss_ce_4: 0.5126 loss_bbox_4: 0.2644 loss_giou_4: 0.4717 time: 0.2805 data_time: 0.0253 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:09] d2.utils.events INFO: eta: 1 day, 9:44:36 iter: 17279 total_loss: 8.163 loss_ce: 0.5049 loss_bbox: 0.2654 loss_giou: 0.4516 loss_ce_0: 0.6383 loss_bbox_0: 0.4521 loss_giou_0: 0.6893 loss_ce_1: 0.5554 loss_bbox_1: 0.3294 loss_giou_1: 0.5282 loss_ce_2: 0.5202 loss_bbox_2: 0.2903 loss_giou_2: 0.4784 loss_ce_3: 0.5052 loss_bbox_3: 0.277 loss_giou_3: 0.4647 loss_ce_4: 0.5095 loss_bbox_4: 0.2674 loss_giou_4: 0.4549 time: 0.2805 data_time: 0.0294 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:15] d2.utils.events INFO: eta: 1 day, 9:43:48 iter: 17299 total_loss: 8.426 loss_ce: 0.5162 loss_bbox: 0.288 loss_giou: 0.4606 loss_ce_0: 0.6532 loss_bbox_0: 0.4812 loss_giou_0: 0.6699 loss_ce_1: 0.553 loss_bbox_1: 0.3314 loss_giou_1: 0.5208 loss_ce_2: 0.523 loss_bbox_2: 0.2971 loss_giou_2: 0.482 loss_ce_3: 0.5108 loss_bbox_3: 0.2886 loss_giou_3: 0.4648 loss_ce_4: 0.5078 loss_bbox_4: 0.2874 loss_giou_4: 0.4625 time: 0.2805 data_time: 0.0287 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:21] d2.utils.events INFO: eta: 1 day, 9:43:53 iter: 17319 total_loss: 8.397 loss_ce: 0.5107 loss_bbox: 0.2837 loss_giou: 0.466 loss_ce_0: 0.6668 loss_bbox_0: 0.4473 loss_giou_0: 0.6704 loss_ce_1: 0.581 loss_bbox_1: 0.322 loss_giou_1: 0.5123 loss_ce_2: 0.5267 loss_bbox_2: 0.2923 loss_giou_2: 0.4847 loss_ce_3: 0.5178 loss_bbox_3: 0.2813 loss_giou_3: 0.4717 loss_ce_4: 0.5155 loss_bbox_4: 0.289 loss_giou_4: 0.4692 time: 0.2805 data_time: 0.0294 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:26] d2.utils.events INFO: eta: 1 day, 9:42:54 iter: 17339 total_loss: 8.494 loss_ce: 0.5274 loss_bbox: 0.272 loss_giou: 0.4946 loss_ce_0: 0.6825 loss_bbox_0: 0.4624 loss_giou_0: 0.7199 loss_ce_1: 0.582 loss_bbox_1: 0.3378 loss_giou_1: 0.5603 loss_ce_2: 0.5373 loss_bbox_2: 0.2947 loss_giou_2: 0.522 loss_ce_3: 0.5243 loss_bbox_3: 0.283 loss_giou_3: 0.5041 loss_ce_4: 0.5194 loss_bbox_4: 0.2755 loss_giou_4: 0.4985 time: 0.2805 data_time: 0.0311 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:32] d2.utils.events INFO: eta: 1 day, 9:42:49 iter: 17359 total_loss: 8.193 loss_ce: 0.5262 loss_bbox: 0.2779 loss_giou: 0.4291 loss_ce_0: 0.6521 loss_bbox_0: 0.4656 loss_giou_0: 0.6616 loss_ce_1: 0.5791 loss_bbox_1: 0.3288 loss_giou_1: 0.5048 loss_ce_2: 0.5381 loss_bbox_2: 0.3007 loss_giou_2: 0.4509 loss_ce_3: 0.5215 loss_bbox_3: 0.2854 loss_giou_3: 0.4394 loss_ce_4: 0.4999 loss_bbox_4: 0.2815 loss_giou_4: 0.4358 time: 0.2805 data_time: 0.0276 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:38] d2.utils.events INFO: eta: 1 day, 9:42:59 iter: 17379 total_loss: 8.611 loss_ce: 0.5566 loss_bbox: 0.2868 loss_giou: 0.4546 loss_ce_0: 0.6733 loss_bbox_0: 0.4742 loss_giou_0: 0.6788 loss_ce_1: 0.6038 loss_bbox_1: 0.3352 loss_giou_1: 0.5306 loss_ce_2: 0.5718 loss_bbox_2: 0.3026 loss_giou_2: 0.4729 loss_ce_3: 0.5541 loss_bbox_3: 0.293 loss_giou_3: 0.4585 loss_ce_4: 0.5541 loss_bbox_4: 0.2852 loss_giou_4: 0.4594 time: 0.2805 data_time: 0.0303 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:43] d2.utils.events INFO: eta: 1 day, 9:42:20 iter: 17399 total_loss: 8.149 loss_ce: 0.4902 loss_bbox: 0.2675 loss_giou: 0.4394 loss_ce_0: 0.6494 loss_bbox_0: 0.472 loss_giou_0: 0.6557 loss_ce_1: 0.537 loss_bbox_1: 0.329 loss_giou_1: 0.4922 loss_ce_2: 0.5077 loss_bbox_2: 0.2962 loss_giou_2: 0.4546 loss_ce_3: 0.4918 loss_bbox_3: 0.2743 loss_giou_3: 0.4458 loss_ce_4: 0.4935 loss_bbox_4: 0.2678 loss_giou_4: 0.4358 time: 0.2805 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:49] d2.utils.events INFO: eta: 1 day, 9:42:21 iter: 17419 total_loss: 8.554 loss_ce: 0.5127 loss_bbox: 0.2872 loss_giou: 0.4737 loss_ce_0: 0.6813 loss_bbox_0: 0.4724 loss_giou_0: 0.6944 loss_ce_1: 0.59 loss_bbox_1: 0.3392 loss_giou_1: 0.5448 loss_ce_2: 0.5414 loss_bbox_2: 0.3018 loss_giou_2: 0.4971 loss_ce_3: 0.526 loss_bbox_3: 0.2932 loss_giou_3: 0.4835 loss_ce_4: 0.5115 loss_bbox_4: 0.2866 loss_giou_4: 0.4775 time: 0.2805 data_time: 0.0243 lr: 2.5e-05 max_mem: 5115M [11/02 14:36:55] d2.utils.events INFO: eta: 1 day, 9:42:26 iter: 17439 total_loss: 8.19 loss_ce: 0.5118 loss_bbox: 0.269 loss_giou: 0.4293 loss_ce_0: 0.673 loss_bbox_0: 0.4472 loss_giou_0: 0.6709 loss_ce_1: 0.5637 loss_bbox_1: 0.3205 loss_giou_1: 0.4855 loss_ce_2: 0.5308 loss_bbox_2: 0.2844 loss_giou_2: 0.4494 loss_ce_3: 0.5071 loss_bbox_3: 0.2714 loss_giou_3: 0.4317 loss_ce_4: 0.4996 loss_bbox_4: 0.272 loss_giou_4: 0.4322 time: 0.2805 data_time: 0.0251 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:00] d2.utils.events INFO: eta: 1 day, 9:41:56 iter: 17459 total_loss: 8.47 loss_ce: 0.5188 loss_bbox: 0.277 loss_giou: 0.4698 loss_ce_0: 0.6647 loss_bbox_0: 0.4922 loss_giou_0: 0.6752 loss_ce_1: 0.5879 loss_bbox_1: 0.3373 loss_giou_1: 0.5338 loss_ce_2: 0.5321 loss_bbox_2: 0.3016 loss_giou_2: 0.4972 loss_ce_3: 0.5313 loss_bbox_3: 0.2879 loss_giou_3: 0.4798 loss_ce_4: 0.5197 loss_bbox_4: 0.2786 loss_giou_4: 0.4705 time: 0.2805 data_time: 0.0244 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:06] d2.utils.events INFO: eta: 1 day, 9:41:39 iter: 17479 total_loss: 8.334 loss_ce: 0.5259 loss_bbox: 0.2821 loss_giou: 0.4591 loss_ce_0: 0.68 loss_bbox_0: 0.4619 loss_giou_0: 0.6807 loss_ce_1: 0.5821 loss_bbox_1: 0.33 loss_giou_1: 0.5164 loss_ce_2: 0.5337 loss_bbox_2: 0.3027 loss_giou_2: 0.483 loss_ce_3: 0.5303 loss_bbox_3: 0.2879 loss_giou_3: 0.4662 loss_ce_4: 0.527 loss_bbox_4: 0.2874 loss_giou_4: 0.4656 time: 0.2805 data_time: 0.0253 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:12] d2.utils.events INFO: eta: 1 day, 9:40:34 iter: 17499 total_loss: 8.4 loss_ce: 0.5515 loss_bbox: 0.2786 loss_giou: 0.434 loss_ce_0: 0.6909 loss_bbox_0: 0.4687 loss_giou_0: 0.6823 loss_ce_1: 0.6093 loss_bbox_1: 0.3296 loss_giou_1: 0.5083 loss_ce_2: 0.5634 loss_bbox_2: 0.2958 loss_giou_2: 0.4671 loss_ce_3: 0.5472 loss_bbox_3: 0.2945 loss_giou_3: 0.4453 loss_ce_4: 0.5414 loss_bbox_4: 0.2855 loss_giou_4: 0.4395 time: 0.2805 data_time: 0.0214 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:17] d2.utils.events INFO: eta: 1 day, 9:39:59 iter: 17519 total_loss: 8.527 loss_ce: 0.5311 loss_bbox: 0.3015 loss_giou: 0.4489 loss_ce_0: 0.6823 loss_bbox_0: 0.4784 loss_giou_0: 0.6926 loss_ce_1: 0.5853 loss_bbox_1: 0.3588 loss_giou_1: 0.5152 loss_ce_2: 0.5478 loss_bbox_2: 0.3174 loss_giou_2: 0.4759 loss_ce_3: 0.5358 loss_bbox_3: 0.3066 loss_giou_3: 0.4623 loss_ce_4: 0.5334 loss_bbox_4: 0.3028 loss_giou_4: 0.4521 time: 0.2805 data_time: 0.0240 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:23] d2.utils.events INFO: eta: 1 day, 9:40:05 iter: 17539 total_loss: 8.312 loss_ce: 0.5495 loss_bbox: 0.2743 loss_giou: 0.4464 loss_ce_0: 0.6895 loss_bbox_0: 0.4633 loss_giou_0: 0.6732 loss_ce_1: 0.5903 loss_bbox_1: 0.3252 loss_giou_1: 0.5146 loss_ce_2: 0.5494 loss_bbox_2: 0.2963 loss_giou_2: 0.4783 loss_ce_3: 0.5286 loss_bbox_3: 0.2846 loss_giou_3: 0.4582 loss_ce_4: 0.5479 loss_bbox_4: 0.2842 loss_giou_4: 0.4512 time: 0.2805 data_time: 0.0284 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:29] d2.utils.events INFO: eta: 1 day, 9:40:00 iter: 17559 total_loss: 8.611 loss_ce: 0.5227 loss_bbox: 0.3059 loss_giou: 0.4711 loss_ce_0: 0.6723 loss_bbox_0: 0.4527 loss_giou_0: 0.6973 loss_ce_1: 0.5985 loss_bbox_1: 0.3356 loss_giou_1: 0.5452 loss_ce_2: 0.5483 loss_bbox_2: 0.3199 loss_giou_2: 0.4941 loss_ce_3: 0.5273 loss_bbox_3: 0.3151 loss_giou_3: 0.4757 loss_ce_4: 0.5188 loss_bbox_4: 0.309 loss_giou_4: 0.4741 time: 0.2805 data_time: 0.0257 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:34] d2.utils.events INFO: eta: 1 day, 9:39:43 iter: 17579 total_loss: 8.33 loss_ce: 0.503 loss_bbox: 0.2687 loss_giou: 0.4438 loss_ce_0: 0.6522 loss_bbox_0: 0.4538 loss_giou_0: 0.6531 loss_ce_1: 0.5683 loss_bbox_1: 0.3149 loss_giou_1: 0.497 loss_ce_2: 0.52 loss_bbox_2: 0.2831 loss_giou_2: 0.4677 loss_ce_3: 0.506 loss_bbox_3: 0.2747 loss_giou_3: 0.4499 loss_ce_4: 0.5012 loss_bbox_4: 0.2725 loss_giou_4: 0.4463 time: 0.2805 data_time: 0.0299 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:40] d2.utils.events INFO: eta: 1 day, 9:39:36 iter: 17599 total_loss: 8.031 loss_ce: 0.5116 loss_bbox: 0.2724 loss_giou: 0.4398 loss_ce_0: 0.6682 loss_bbox_0: 0.4559 loss_giou_0: 0.6389 loss_ce_1: 0.5749 loss_bbox_1: 0.3143 loss_giou_1: 0.4943 loss_ce_2: 0.539 loss_bbox_2: 0.2799 loss_giou_2: 0.4572 loss_ce_3: 0.5141 loss_bbox_3: 0.2732 loss_giou_3: 0.4396 loss_ce_4: 0.512 loss_bbox_4: 0.2667 loss_giou_4: 0.4392 time: 0.2805 data_time: 0.0268 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:46] d2.utils.events INFO: eta: 1 day, 9:40:10 iter: 17619 total_loss: 8.537 loss_ce: 0.5041 loss_bbox: 0.2995 loss_giou: 0.4676 loss_ce_0: 0.6615 loss_bbox_0: 0.4744 loss_giou_0: 0.6424 loss_ce_1: 0.5727 loss_bbox_1: 0.3294 loss_giou_1: 0.4957 loss_ce_2: 0.5267 loss_bbox_2: 0.3064 loss_giou_2: 0.4805 loss_ce_3: 0.5155 loss_bbox_3: 0.3024 loss_giou_3: 0.4799 loss_ce_4: 0.5126 loss_bbox_4: 0.2981 loss_giou_4: 0.4715 time: 0.2805 data_time: 0.0246 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:51] d2.utils.events INFO: eta: 1 day, 9:41:46 iter: 17639 total_loss: 8.431 loss_ce: 0.5473 loss_bbox: 0.2799 loss_giou: 0.4426 loss_ce_0: 0.6668 loss_bbox_0: 0.4552 loss_giou_0: 0.658 loss_ce_1: 0.5879 loss_bbox_1: 0.3268 loss_giou_1: 0.5167 loss_ce_2: 0.566 loss_bbox_2: 0.2925 loss_giou_2: 0.4734 loss_ce_3: 0.5549 loss_bbox_3: 0.2854 loss_giou_3: 0.4549 loss_ce_4: 0.5528 loss_bbox_4: 0.2818 loss_giou_4: 0.4528 time: 0.2805 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 14:37:57] d2.utils.events INFO: eta: 1 day, 9:41:48 iter: 17659 total_loss: 8.989 loss_ce: 0.5949 loss_bbox: 0.2984 loss_giou: 0.4734 loss_ce_0: 0.6952 loss_bbox_0: 0.4874 loss_giou_0: 0.6987 loss_ce_1: 0.6326 loss_bbox_1: 0.3502 loss_giou_1: 0.5216 loss_ce_2: 0.6125 loss_bbox_2: 0.3194 loss_giou_2: 0.4931 loss_ce_3: 0.5923 loss_bbox_3: 0.2982 loss_giou_3: 0.4789 loss_ce_4: 0.5975 loss_bbox_4: 0.2974 loss_giou_4: 0.4733 time: 0.2805 data_time: 0.0300 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:03] d2.utils.events INFO: eta: 1 day, 9:41:52 iter: 17679 total_loss: 8.362 loss_ce: 0.5424 loss_bbox: 0.2781 loss_giou: 0.4397 loss_ce_0: 0.6607 loss_bbox_0: 0.4504 loss_giou_0: 0.6471 loss_ce_1: 0.5801 loss_bbox_1: 0.3274 loss_giou_1: 0.5119 loss_ce_2: 0.5693 loss_bbox_2: 0.2868 loss_giou_2: 0.4568 loss_ce_3: 0.5468 loss_bbox_3: 0.2759 loss_giou_3: 0.4385 loss_ce_4: 0.5479 loss_bbox_4: 0.2785 loss_giou_4: 0.439 time: 0.2805 data_time: 0.0238 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:08] d2.utils.events INFO: eta: 1 day, 9:42:02 iter: 17699 total_loss: 8.208 loss_ce: 0.5329 loss_bbox: 0.2602 loss_giou: 0.4638 loss_ce_0: 0.6671 loss_bbox_0: 0.4636 loss_giou_0: 0.6918 loss_ce_1: 0.5783 loss_bbox_1: 0.3263 loss_giou_1: 0.5269 loss_ce_2: 0.5549 loss_bbox_2: 0.2797 loss_giou_2: 0.4865 loss_ce_3: 0.5405 loss_bbox_3: 0.2713 loss_giou_3: 0.4723 loss_ce_4: 0.5266 loss_bbox_4: 0.262 loss_giou_4: 0.4668 time: 0.2805 data_time: 0.0239 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:14] d2.utils.events INFO: eta: 1 day, 9:41:59 iter: 17719 total_loss: 8.422 loss_ce: 0.5375 loss_bbox: 0.2941 loss_giou: 0.4409 loss_ce_0: 0.6698 loss_bbox_0: 0.4935 loss_giou_0: 0.6506 loss_ce_1: 0.583 loss_bbox_1: 0.3476 loss_giou_1: 0.52 loss_ce_2: 0.5676 loss_bbox_2: 0.3171 loss_giou_2: 0.47 loss_ce_3: 0.5432 loss_bbox_3: 0.3015 loss_giou_3: 0.4543 loss_ce_4: 0.5286 loss_bbox_4: 0.2943 loss_giou_4: 0.446 time: 0.2805 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:20] d2.utils.events INFO: eta: 1 day, 9:41:51 iter: 17739 total_loss: 8.168 loss_ce: 0.5139 loss_bbox: 0.2878 loss_giou: 0.4118 loss_ce_0: 0.6532 loss_bbox_0: 0.4756 loss_giou_0: 0.6356 loss_ce_1: 0.5657 loss_bbox_1: 0.3285 loss_giou_1: 0.4726 loss_ce_2: 0.5448 loss_bbox_2: 0.3 loss_giou_2: 0.4357 loss_ce_3: 0.5184 loss_bbox_3: 0.2979 loss_giou_3: 0.4183 loss_ce_4: 0.5228 loss_bbox_4: 0.2884 loss_giou_4: 0.4133 time: 0.2805 data_time: 0.0218 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:26] d2.utils.events INFO: eta: 1 day, 9:41:52 iter: 17759 total_loss: 8.271 loss_ce: 0.5403 loss_bbox: 0.2778 loss_giou: 0.437 loss_ce_0: 0.697 loss_bbox_0: 0.4843 loss_giou_0: 0.6564 loss_ce_1: 0.5826 loss_bbox_1: 0.3355 loss_giou_1: 0.4891 loss_ce_2: 0.5532 loss_bbox_2: 0.2996 loss_giou_2: 0.4522 loss_ce_3: 0.5401 loss_bbox_3: 0.2843 loss_giou_3: 0.4462 loss_ce_4: 0.5451 loss_bbox_4: 0.2827 loss_giou_4: 0.4369 time: 0.2805 data_time: 0.0306 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:31] d2.utils.events INFO: eta: 1 day, 9:41:40 iter: 17779 total_loss: 7.985 loss_ce: 0.5109 loss_bbox: 0.2676 loss_giou: 0.4286 loss_ce_0: 0.6564 loss_bbox_0: 0.4353 loss_giou_0: 0.6582 loss_ce_1: 0.5614 loss_bbox_1: 0.3018 loss_giou_1: 0.494 loss_ce_2: 0.5406 loss_bbox_2: 0.2796 loss_giou_2: 0.4552 loss_ce_3: 0.5255 loss_bbox_3: 0.2712 loss_giou_3: 0.4365 loss_ce_4: 0.506 loss_bbox_4: 0.2658 loss_giou_4: 0.433 time: 0.2805 data_time: 0.0280 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:37] d2.utils.events INFO: eta: 1 day, 9:41:48 iter: 17799 total_loss: 8.298 loss_ce: 0.5465 loss_bbox: 0.2792 loss_giou: 0.4233 loss_ce_0: 0.6521 loss_bbox_0: 0.469 loss_giou_0: 0.629 loss_ce_1: 0.597 loss_bbox_1: 0.3497 loss_giou_1: 0.4875 loss_ce_2: 0.5579 loss_bbox_2: 0.3004 loss_giou_2: 0.4442 loss_ce_3: 0.5444 loss_bbox_3: 0.2831 loss_giou_3: 0.4299 loss_ce_4: 0.5509 loss_bbox_4: 0.2823 loss_giou_4: 0.4231 time: 0.2805 data_time: 0.0274 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:42] d2.utils.events INFO: eta: 1 day, 9:41:35 iter: 17819 total_loss: 8.112 loss_ce: 0.5317 loss_bbox: 0.255 loss_giou: 0.4523 loss_ce_0: 0.6763 loss_bbox_0: 0.4371 loss_giou_0: 0.6928 loss_ce_1: 0.5844 loss_bbox_1: 0.3102 loss_giou_1: 0.5318 loss_ce_2: 0.5519 loss_bbox_2: 0.2717 loss_giou_2: 0.4675 loss_ce_3: 0.5376 loss_bbox_3: 0.2716 loss_giou_3: 0.4587 loss_ce_4: 0.532 loss_bbox_4: 0.262 loss_giou_4: 0.4597 time: 0.2805 data_time: 0.0288 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:48] d2.utils.events INFO: eta: 1 day, 9:41:37 iter: 17839 total_loss: 8.247 loss_ce: 0.5118 loss_bbox: 0.2741 loss_giou: 0.4603 loss_ce_0: 0.6593 loss_bbox_0: 0.4657 loss_giou_0: 0.665 loss_ce_1: 0.5691 loss_bbox_1: 0.3212 loss_giou_1: 0.514 loss_ce_2: 0.5259 loss_bbox_2: 0.2866 loss_giou_2: 0.4656 loss_ce_3: 0.518 loss_bbox_3: 0.275 loss_giou_3: 0.4601 loss_ce_4: 0.5217 loss_bbox_4: 0.2718 loss_giou_4: 0.4617 time: 0.2805 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:54] d2.utils.events INFO: eta: 1 day, 9:41:10 iter: 17859 total_loss: 8.314 loss_ce: 0.5355 loss_bbox: 0.2703 loss_giou: 0.4451 loss_ce_0: 0.6555 loss_bbox_0: 0.4578 loss_giou_0: 0.6823 loss_ce_1: 0.5733 loss_bbox_1: 0.3283 loss_giou_1: 0.531 loss_ce_2: 0.5519 loss_bbox_2: 0.2939 loss_giou_2: 0.4768 loss_ce_3: 0.5282 loss_bbox_3: 0.277 loss_giou_3: 0.4496 loss_ce_4: 0.5226 loss_bbox_4: 0.2727 loss_giou_4: 0.4486 time: 0.2805 data_time: 0.0280 lr: 2.5e-05 max_mem: 5115M [11/02 14:38:59] d2.utils.events INFO: eta: 1 day, 9:40:28 iter: 17879 total_loss: 8.038 loss_ce: 0.5039 loss_bbox: 0.2635 loss_giou: 0.4342 loss_ce_0: 0.6555 loss_bbox_0: 0.4411 loss_giou_0: 0.6423 loss_ce_1: 0.5708 loss_bbox_1: 0.3154 loss_giou_1: 0.4993 loss_ce_2: 0.5366 loss_bbox_2: 0.2866 loss_giou_2: 0.4557 loss_ce_3: 0.5188 loss_bbox_3: 0.2741 loss_giou_3: 0.4488 loss_ce_4: 0.513 loss_bbox_4: 0.264 loss_giou_4: 0.4387 time: 0.2805 data_time: 0.0281 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:05] d2.utils.events INFO: eta: 1 day, 9:40:44 iter: 17899 total_loss: 8.537 loss_ce: 0.5492 loss_bbox: 0.3014 loss_giou: 0.4505 loss_ce_0: 0.7074 loss_bbox_0: 0.4698 loss_giou_0: 0.7015 loss_ce_1: 0.6155 loss_bbox_1: 0.3357 loss_giou_1: 0.5326 loss_ce_2: 0.5656 loss_bbox_2: 0.308 loss_giou_2: 0.4799 loss_ce_3: 0.5399 loss_bbox_3: 0.2989 loss_giou_3: 0.4644 loss_ce_4: 0.5519 loss_bbox_4: 0.2865 loss_giou_4: 0.4524 time: 0.2805 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:11] d2.utils.events INFO: eta: 1 day, 9:40:29 iter: 17919 total_loss: 8.045 loss_ce: 0.4957 loss_bbox: 0.2685 loss_giou: 0.4157 loss_ce_0: 0.6577 loss_bbox_0: 0.4665 loss_giou_0: 0.6444 loss_ce_1: 0.5542 loss_bbox_1: 0.3203 loss_giou_1: 0.4865 loss_ce_2: 0.5116 loss_bbox_2: 0.2837 loss_giou_2: 0.4375 loss_ce_3: 0.4925 loss_bbox_3: 0.2745 loss_giou_3: 0.4256 loss_ce_4: 0.4926 loss_bbox_4: 0.2666 loss_giou_4: 0.4178 time: 0.2805 data_time: 0.0285 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:16] d2.utils.events INFO: eta: 1 day, 9:40:33 iter: 17939 total_loss: 8.248 loss_ce: 0.5215 loss_bbox: 0.3013 loss_giou: 0.4327 loss_ce_0: 0.6771 loss_bbox_0: 0.485 loss_giou_0: 0.6565 loss_ce_1: 0.5806 loss_bbox_1: 0.3438 loss_giou_1: 0.4883 loss_ce_2: 0.553 loss_bbox_2: 0.3094 loss_giou_2: 0.453 loss_ce_3: 0.5376 loss_bbox_3: 0.3007 loss_giou_3: 0.4286 loss_ce_4: 0.5266 loss_bbox_4: 0.2994 loss_giou_4: 0.4321 time: 0.2805 data_time: 0.0273 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:22] d2.utils.events INFO: eta: 1 day, 9:40:53 iter: 17959 total_loss: 8.639 loss_ce: 0.512 loss_bbox: 0.2878 loss_giou: 0.4853 loss_ce_0: 0.6598 loss_bbox_0: 0.4808 loss_giou_0: 0.7257 loss_ce_1: 0.5791 loss_bbox_1: 0.3524 loss_giou_1: 0.5671 loss_ce_2: 0.5333 loss_bbox_2: 0.3139 loss_giou_2: 0.5163 loss_ce_3: 0.5228 loss_bbox_3: 0.296 loss_giou_3: 0.4956 loss_ce_4: 0.5075 loss_bbox_4: 0.2876 loss_giou_4: 0.4892 time: 0.2805 data_time: 0.0248 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:28] d2.utils.events INFO: eta: 1 day, 9:40:50 iter: 17979 total_loss: 8.575 loss_ce: 0.5146 loss_bbox: 0.2876 loss_giou: 0.4636 loss_ce_0: 0.6738 loss_bbox_0: 0.4643 loss_giou_0: 0.6943 loss_ce_1: 0.5774 loss_bbox_1: 0.333 loss_giou_1: 0.5291 loss_ce_2: 0.5288 loss_bbox_2: 0.3055 loss_giou_2: 0.4829 loss_ce_3: 0.5172 loss_bbox_3: 0.2873 loss_giou_3: 0.4755 loss_ce_4: 0.5148 loss_bbox_4: 0.2821 loss_giou_4: 0.4687 time: 0.2805 data_time: 0.0233 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:34] d2.utils.events INFO: eta: 1 day, 9:40:42 iter: 17999 total_loss: 8.74 loss_ce: 0.5381 loss_bbox: 0.2702 loss_giou: 0.4584 loss_ce_0: 0.6924 loss_bbox_0: 0.4521 loss_giou_0: 0.6988 loss_ce_1: 0.5876 loss_bbox_1: 0.3133 loss_giou_1: 0.5374 loss_ce_2: 0.5529 loss_bbox_2: 0.2977 loss_giou_2: 0.4815 loss_ce_3: 0.5345 loss_bbox_3: 0.2737 loss_giou_3: 0.472 loss_ce_4: 0.5355 loss_bbox_4: 0.273 loss_giou_4: 0.4622 time: 0.2805 data_time: 0.0321 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:39] d2.utils.events INFO: eta: 1 day, 9:40:39 iter: 18019 total_loss: 8.107 loss_ce: 0.5177 loss_bbox: 0.2731 loss_giou: 0.4321 loss_ce_0: 0.6489 loss_bbox_0: 0.4702 loss_giou_0: 0.6561 loss_ce_1: 0.5754 loss_bbox_1: 0.3268 loss_giou_1: 0.5201 loss_ce_2: 0.5545 loss_bbox_2: 0.2881 loss_giou_2: 0.4515 loss_ce_3: 0.518 loss_bbox_3: 0.2774 loss_giou_3: 0.4322 loss_ce_4: 0.5154 loss_bbox_4: 0.2721 loss_giou_4: 0.4259 time: 0.2805 data_time: 0.0239 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:45] d2.utils.events INFO: eta: 1 day, 9:41:20 iter: 18039 total_loss: 8.527 loss_ce: 0.5207 loss_bbox: 0.2874 loss_giou: 0.4747 loss_ce_0: 0.6638 loss_bbox_0: 0.4658 loss_giou_0: 0.7361 loss_ce_1: 0.5826 loss_bbox_1: 0.3401 loss_giou_1: 0.5483 loss_ce_2: 0.5306 loss_bbox_2: 0.3097 loss_giou_2: 0.4991 loss_ce_3: 0.5207 loss_bbox_3: 0.2964 loss_giou_3: 0.4813 loss_ce_4: 0.5214 loss_bbox_4: 0.2836 loss_giou_4: 0.4758 time: 0.2805 data_time: 0.0297 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:51] d2.utils.events INFO: eta: 1 day, 9:41:14 iter: 18059 total_loss: 8.461 loss_ce: 0.5321 loss_bbox: 0.2992 loss_giou: 0.4296 loss_ce_0: 0.67 loss_bbox_0: 0.4774 loss_giou_0: 0.6566 loss_ce_1: 0.5768 loss_bbox_1: 0.3425 loss_giou_1: 0.5029 loss_ce_2: 0.5452 loss_bbox_2: 0.3057 loss_giou_2: 0.45 loss_ce_3: 0.5307 loss_bbox_3: 0.3052 loss_giou_3: 0.4453 loss_ce_4: 0.5368 loss_bbox_4: 0.2987 loss_giou_4: 0.4378 time: 0.2805 data_time: 0.0212 lr: 2.5e-05 max_mem: 5115M [11/02 14:39:57] d2.utils.events INFO: eta: 1 day, 9:40:37 iter: 18079 total_loss: 8.564 loss_ce: 0.5381 loss_bbox: 0.3047 loss_giou: 0.4698 loss_ce_0: 0.6765 loss_bbox_0: 0.4775 loss_giou_0: 0.6862 loss_ce_1: 0.5926 loss_bbox_1: 0.3413 loss_giou_1: 0.5393 loss_ce_2: 0.557 loss_bbox_2: 0.3117 loss_giou_2: 0.4927 loss_ce_3: 0.5349 loss_bbox_3: 0.3086 loss_giou_3: 0.4761 loss_ce_4: 0.5325 loss_bbox_4: 0.3054 loss_giou_4: 0.4733 time: 0.2805 data_time: 0.0265 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:02] d2.utils.events INFO: eta: 1 day, 9:40:31 iter: 18099 total_loss: 8.419 loss_ce: 0.5279 loss_bbox: 0.2717 loss_giou: 0.4631 loss_ce_0: 0.6503 loss_bbox_0: 0.4577 loss_giou_0: 0.6773 loss_ce_1: 0.5696 loss_bbox_1: 0.3378 loss_giou_1: 0.5295 loss_ce_2: 0.5363 loss_bbox_2: 0.2948 loss_giou_2: 0.4842 loss_ce_3: 0.522 loss_bbox_3: 0.2775 loss_giou_3: 0.4661 loss_ce_4: 0.5195 loss_bbox_4: 0.2778 loss_giou_4: 0.4658 time: 0.2805 data_time: 0.0295 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:08] d2.utils.events INFO: eta: 1 day, 9:40:44 iter: 18119 total_loss: 8.578 loss_ce: 0.5237 loss_bbox: 0.3091 loss_giou: 0.4478 loss_ce_0: 0.6724 loss_bbox_0: 0.4965 loss_giou_0: 0.651 loss_ce_1: 0.5775 loss_bbox_1: 0.3488 loss_giou_1: 0.5107 loss_ce_2: 0.5519 loss_bbox_2: 0.3226 loss_giou_2: 0.4708 loss_ce_3: 0.5314 loss_bbox_3: 0.3092 loss_giou_3: 0.4535 loss_ce_4: 0.525 loss_bbox_4: 0.3042 loss_giou_4: 0.4508 time: 0.2805 data_time: 0.0298 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:13] d2.utils.events INFO: eta: 1 day, 9:40:24 iter: 18139 total_loss: 8.746 loss_ce: 0.5344 loss_bbox: 0.2886 loss_giou: 0.4543 loss_ce_0: 0.6552 loss_bbox_0: 0.4785 loss_giou_0: 0.6966 loss_ce_1: 0.5805 loss_bbox_1: 0.3391 loss_giou_1: 0.5231 loss_ce_2: 0.5538 loss_bbox_2: 0.3029 loss_giou_2: 0.4765 loss_ce_3: 0.5309 loss_bbox_3: 0.2941 loss_giou_3: 0.4621 loss_ce_4: 0.5393 loss_bbox_4: 0.2924 loss_giou_4: 0.4558 time: 0.2805 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:19] d2.utils.events INFO: eta: 1 day, 9:41:10 iter: 18159 total_loss: 8.293 loss_ce: 0.5092 loss_bbox: 0.2778 loss_giou: 0.461 loss_ce_0: 0.6605 loss_bbox_0: 0.4599 loss_giou_0: 0.7028 loss_ce_1: 0.5683 loss_bbox_1: 0.3307 loss_giou_1: 0.5403 loss_ce_2: 0.5238 loss_bbox_2: 0.299 loss_giou_2: 0.4842 loss_ce_3: 0.5074 loss_bbox_3: 0.2886 loss_giou_3: 0.4717 loss_ce_4: 0.505 loss_bbox_4: 0.2832 loss_giou_4: 0.4617 time: 0.2805 data_time: 0.0275 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:25] d2.utils.events INFO: eta: 1 day, 9:40:43 iter: 18179 total_loss: 7.686 loss_ce: 0.4658 loss_bbox: 0.2663 loss_giou: 0.4177 loss_ce_0: 0.6407 loss_bbox_0: 0.4687 loss_giou_0: 0.6456 loss_ce_1: 0.5407 loss_bbox_1: 0.3298 loss_giou_1: 0.493 loss_ce_2: 0.496 loss_bbox_2: 0.2901 loss_giou_2: 0.4443 loss_ce_3: 0.4591 loss_bbox_3: 0.2774 loss_giou_3: 0.4315 loss_ce_4: 0.4585 loss_bbox_4: 0.2694 loss_giou_4: 0.424 time: 0.2805 data_time: 0.0297 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:30] d2.utils.events INFO: eta: 1 day, 9:39:47 iter: 18199 total_loss: 8.263 loss_ce: 0.5126 loss_bbox: 0.2869 loss_giou: 0.4337 loss_ce_0: 0.6449 loss_bbox_0: 0.4773 loss_giou_0: 0.6417 loss_ce_1: 0.5767 loss_bbox_1: 0.331 loss_giou_1: 0.4952 loss_ce_2: 0.5325 loss_bbox_2: 0.3047 loss_giou_2: 0.4607 loss_ce_3: 0.5106 loss_bbox_3: 0.2902 loss_giou_3: 0.4466 loss_ce_4: 0.512 loss_bbox_4: 0.2848 loss_giou_4: 0.4375 time: 0.2805 data_time: 0.0257 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:36] d2.utils.events INFO: eta: 1 day, 9:39:45 iter: 18219 total_loss: 8.272 loss_ce: 0.528 loss_bbox: 0.2724 loss_giou: 0.4374 loss_ce_0: 0.6576 loss_bbox_0: 0.4402 loss_giou_0: 0.6607 loss_ce_1: 0.5726 loss_bbox_1: 0.3106 loss_giou_1: 0.4887 loss_ce_2: 0.5493 loss_bbox_2: 0.2929 loss_giou_2: 0.4527 loss_ce_3: 0.5389 loss_bbox_3: 0.2827 loss_giou_3: 0.4422 loss_ce_4: 0.5319 loss_bbox_4: 0.2788 loss_giou_4: 0.4381 time: 0.2805 data_time: 0.0241 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:42] d2.utils.events INFO: eta: 1 day, 9:40:50 iter: 18239 total_loss: 8.343 loss_ce: 0.5139 loss_bbox: 0.2716 loss_giou: 0.4519 loss_ce_0: 0.6893 loss_bbox_0: 0.4512 loss_giou_0: 0.7135 loss_ce_1: 0.5815 loss_bbox_1: 0.3304 loss_giou_1: 0.5307 loss_ce_2: 0.5358 loss_bbox_2: 0.2914 loss_giou_2: 0.4778 loss_ce_3: 0.5165 loss_bbox_3: 0.2868 loss_giou_3: 0.4658 loss_ce_4: 0.5058 loss_bbox_4: 0.2754 loss_giou_4: 0.456 time: 0.2805 data_time: 0.0296 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:48] d2.utils.events INFO: eta: 1 day, 9:41:52 iter: 18259 total_loss: 8.287 loss_ce: 0.4985 loss_bbox: 0.2823 loss_giou: 0.4515 loss_ce_0: 0.6555 loss_bbox_0: 0.4698 loss_giou_0: 0.6571 loss_ce_1: 0.5621 loss_bbox_1: 0.3418 loss_giou_1: 0.5193 loss_ce_2: 0.5276 loss_bbox_2: 0.3031 loss_giou_2: 0.4776 loss_ce_3: 0.4962 loss_bbox_3: 0.2892 loss_giou_3: 0.4575 loss_ce_4: 0.4964 loss_bbox_4: 0.2819 loss_giou_4: 0.4565 time: 0.2805 data_time: 0.0314 lr: 2.5e-05 max_mem: 5115M [11/02 14:40:53] d2.utils.events INFO: eta: 1 day, 9:41:27 iter: 18279 total_loss: 8.255 loss_ce: 0.5251 loss_bbox: 0.2731 loss_giou: 0.4637 loss_ce_0: 0.672 loss_bbox_0: 0.4564 loss_giou_0: 0.7046 loss_ce_1: 0.5855 loss_bbox_1: 0.3219 loss_giou_1: 0.5401 loss_ce_2: 0.5366 loss_bbox_2: 0.2889 loss_giou_2: 0.4865 loss_ce_3: 0.5188 loss_bbox_3: 0.2766 loss_giou_3: 0.474 loss_ce_4: 0.5152 loss_bbox_4: 0.2766 loss_giou_4: 0.4699 time: 0.2805 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 14:40:59] d2.utils.events INFO: eta: 1 day, 9:41:38 iter: 18299 total_loss: 8.166 loss_ce: 0.5072 loss_bbox: 0.2641 loss_giou: 0.4137 loss_ce_0: 0.6646 loss_bbox_0: 0.4725 loss_giou_0: 0.6365 loss_ce_1: 0.5495 loss_bbox_1: 0.3228 loss_giou_1: 0.4897 loss_ce_2: 0.5133 loss_bbox_2: 0.2781 loss_giou_2: 0.437 loss_ce_3: 0.4982 loss_bbox_3: 0.2712 loss_giou_3: 0.4189 loss_ce_4: 0.5142 loss_bbox_4: 0.2697 loss_giou_4: 0.4143 time: 0.2805 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:05] d2.utils.events INFO: eta: 1 day, 9:41:24 iter: 18319 total_loss: 8.076 loss_ce: 0.4976 loss_bbox: 0.2612 loss_giou: 0.4506 loss_ce_0: 0.6806 loss_bbox_0: 0.4437 loss_giou_0: 0.6926 loss_ce_1: 0.5479 loss_bbox_1: 0.3166 loss_giou_1: 0.5341 loss_ce_2: 0.5118 loss_bbox_2: 0.2866 loss_giou_2: 0.4818 loss_ce_3: 0.4933 loss_bbox_3: 0.2704 loss_giou_3: 0.4595 loss_ce_4: 0.4929 loss_bbox_4: 0.2689 loss_giou_4: 0.4506 time: 0.2805 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:10] d2.utils.events INFO: eta: 1 day, 9:41:29 iter: 18339 total_loss: 8.27 loss_ce: 0.5344 loss_bbox: 0.2824 loss_giou: 0.4485 loss_ce_0: 0.6761 loss_bbox_0: 0.4586 loss_giou_0: 0.6993 loss_ce_1: 0.5869 loss_bbox_1: 0.332 loss_giou_1: 0.5181 loss_ce_2: 0.5494 loss_bbox_2: 0.3062 loss_giou_2: 0.4673 loss_ce_3: 0.5366 loss_bbox_3: 0.2913 loss_giou_3: 0.4584 loss_ce_4: 0.5295 loss_bbox_4: 0.2882 loss_giou_4: 0.4482 time: 0.2805 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:16] d2.utils.events INFO: eta: 1 day, 9:41:24 iter: 18359 total_loss: 8.198 loss_ce: 0.5097 loss_bbox: 0.2608 loss_giou: 0.4367 loss_ce_0: 0.6674 loss_bbox_0: 0.4533 loss_giou_0: 0.663 loss_ce_1: 0.5648 loss_bbox_1: 0.3139 loss_giou_1: 0.5208 loss_ce_2: 0.537 loss_bbox_2: 0.2825 loss_giou_2: 0.4628 loss_ce_3: 0.5109 loss_bbox_3: 0.2694 loss_giou_3: 0.4488 loss_ce_4: 0.4956 loss_bbox_4: 0.265 loss_giou_4: 0.4342 time: 0.2805 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:22] d2.utils.events INFO: eta: 1 day, 9:41:15 iter: 18379 total_loss: 8.651 loss_ce: 0.5308 loss_bbox: 0.2896 loss_giou: 0.4706 loss_ce_0: 0.644 loss_bbox_0: 0.4902 loss_giou_0: 0.6942 loss_ce_1: 0.5697 loss_bbox_1: 0.3583 loss_giou_1: 0.5475 loss_ce_2: 0.5541 loss_bbox_2: 0.3142 loss_giou_2: 0.5016 loss_ce_3: 0.5336 loss_bbox_3: 0.3019 loss_giou_3: 0.4861 loss_ce_4: 0.5313 loss_bbox_4: 0.2964 loss_giou_4: 0.4711 time: 0.2805 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:27] d2.utils.events INFO: eta: 1 day, 9:41:17 iter: 18399 total_loss: 8.554 loss_ce: 0.5368 loss_bbox: 0.278 loss_giou: 0.4362 loss_ce_0: 0.6737 loss_bbox_0: 0.468 loss_giou_0: 0.6827 loss_ce_1: 0.5806 loss_bbox_1: 0.3363 loss_giou_1: 0.5207 loss_ce_2: 0.5566 loss_bbox_2: 0.2982 loss_giou_2: 0.4754 loss_ce_3: 0.5385 loss_bbox_3: 0.2858 loss_giou_3: 0.4547 loss_ce_4: 0.5427 loss_bbox_4: 0.2804 loss_giou_4: 0.4437 time: 0.2805 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:33] d2.utils.events INFO: eta: 1 day, 9:41:18 iter: 18419 total_loss: 8.027 loss_ce: 0.5168 loss_bbox: 0.2534 loss_giou: 0.4236 loss_ce_0: 0.643 loss_bbox_0: 0.4414 loss_giou_0: 0.6807 loss_ce_1: 0.5522 loss_bbox_1: 0.3057 loss_giou_1: 0.4978 loss_ce_2: 0.5273 loss_bbox_2: 0.269 loss_giou_2: 0.4607 loss_ce_3: 0.515 loss_bbox_3: 0.2579 loss_giou_3: 0.4368 loss_ce_4: 0.508 loss_bbox_4: 0.2577 loss_giou_4: 0.4256 time: 0.2805 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:39] d2.utils.events INFO: eta: 1 day, 9:42:43 iter: 18439 total_loss: 8.236 loss_ce: 0.5313 loss_bbox: 0.2799 loss_giou: 0.4404 loss_ce_0: 0.672 loss_bbox_0: 0.4492 loss_giou_0: 0.6673 loss_ce_1: 0.5894 loss_bbox_1: 0.3196 loss_giou_1: 0.5128 loss_ce_2: 0.5487 loss_bbox_2: 0.2896 loss_giou_2: 0.469 loss_ce_3: 0.5282 loss_bbox_3: 0.2815 loss_giou_3: 0.4516 loss_ce_4: 0.532 loss_bbox_4: 0.2757 loss_giou_4: 0.4446 time: 0.2805 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:44] d2.utils.events INFO: eta: 1 day, 9:42:49 iter: 18459 total_loss: 8.543 loss_ce: 0.551 loss_bbox: 0.2888 loss_giou: 0.4529 loss_ce_0: 0.694 loss_bbox_0: 0.4881 loss_giou_0: 0.692 loss_ce_1: 0.6034 loss_bbox_1: 0.3347 loss_giou_1: 0.5292 loss_ce_2: 0.5698 loss_bbox_2: 0.3009 loss_giou_2: 0.4824 loss_ce_3: 0.5602 loss_bbox_3: 0.2971 loss_giou_3: 0.4589 loss_ce_4: 0.5486 loss_bbox_4: 0.2928 loss_giou_4: 0.4541 time: 0.2805 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:50] d2.utils.events INFO: eta: 1 day, 9:42:51 iter: 18479 total_loss: 8.194 loss_ce: 0.5119 loss_bbox: 0.2737 loss_giou: 0.4397 loss_ce_0: 0.696 loss_bbox_0: 0.4545 loss_giou_0: 0.6589 loss_ce_1: 0.5688 loss_bbox_1: 0.3297 loss_giou_1: 0.5163 loss_ce_2: 0.5349 loss_bbox_2: 0.2962 loss_giou_2: 0.473 loss_ce_3: 0.5193 loss_bbox_3: 0.2828 loss_giou_3: 0.4481 loss_ce_4: 0.5095 loss_bbox_4: 0.2794 loss_giou_4: 0.4405 time: 0.2805 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 14:41:56] d2.utils.events INFO: eta: 1 day, 9:42:48 iter: 18499 total_loss: 8.263 loss_ce: 0.5167 loss_bbox: 0.2786 loss_giou: 0.4689 loss_ce_0: 0.659 loss_bbox_0: 0.4727 loss_giou_0: 0.7129 loss_ce_1: 0.5703 loss_bbox_1: 0.3266 loss_giou_1: 0.5325 loss_ce_2: 0.5352 loss_bbox_2: 0.2994 loss_giou_2: 0.4875 loss_ce_3: 0.5168 loss_bbox_3: 0.2851 loss_giou_3: 0.4798 loss_ce_4: 0.5112 loss_bbox_4: 0.2815 loss_giou_4: 0.4698 time: 0.2805 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:01] d2.utils.events INFO: eta: 1 day, 9:43:09 iter: 18519 total_loss: 7.818 loss_ce: 0.4694 loss_bbox: 0.2738 loss_giou: 0.4239 loss_ce_0: 0.6305 loss_bbox_0: 0.4531 loss_giou_0: 0.6103 loss_ce_1: 0.5364 loss_bbox_1: 0.3149 loss_giou_1: 0.4808 loss_ce_2: 0.4998 loss_bbox_2: 0.295 loss_giou_2: 0.4506 loss_ce_3: 0.4731 loss_bbox_3: 0.2823 loss_giou_3: 0.4362 loss_ce_4: 0.4681 loss_bbox_4: 0.2759 loss_giou_4: 0.4243 time: 0.2805 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:07] d2.utils.events INFO: eta: 1 day, 9:43:48 iter: 18539 total_loss: 8.501 loss_ce: 0.542 loss_bbox: 0.2732 loss_giou: 0.4441 loss_ce_0: 0.6801 loss_bbox_0: 0.4751 loss_giou_0: 0.6546 loss_ce_1: 0.5872 loss_bbox_1: 0.3287 loss_giou_1: 0.5134 loss_ce_2: 0.5634 loss_bbox_2: 0.3018 loss_giou_2: 0.4792 loss_ce_3: 0.5485 loss_bbox_3: 0.2784 loss_giou_3: 0.4628 loss_ce_4: 0.5411 loss_bbox_4: 0.2751 loss_giou_4: 0.4528 time: 0.2805 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:13] d2.utils.events INFO: eta: 1 day, 9:43:53 iter: 18559 total_loss: 8.394 loss_ce: 0.524 loss_bbox: 0.3025 loss_giou: 0.444 loss_ce_0: 0.6737 loss_bbox_0: 0.4923 loss_giou_0: 0.6648 loss_ce_1: 0.5784 loss_bbox_1: 0.3614 loss_giou_1: 0.5042 loss_ce_2: 0.5277 loss_bbox_2: 0.3141 loss_giou_2: 0.461 loss_ce_3: 0.5101 loss_bbox_3: 0.3102 loss_giou_3: 0.4547 loss_ce_4: 0.5266 loss_bbox_4: 0.2982 loss_giou_4: 0.4446 time: 0.2805 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:19] d2.utils.events INFO: eta: 1 day, 9:43:52 iter: 18579 total_loss: 8.242 loss_ce: 0.4939 loss_bbox: 0.2581 loss_giou: 0.4742 loss_ce_0: 0.6575 loss_bbox_0: 0.4269 loss_giou_0: 0.6791 loss_ce_1: 0.5428 loss_bbox_1: 0.3042 loss_giou_1: 0.5311 loss_ce_2: 0.5074 loss_bbox_2: 0.2767 loss_giou_2: 0.4956 loss_ce_3: 0.496 loss_bbox_3: 0.2655 loss_giou_3: 0.4814 loss_ce_4: 0.4934 loss_bbox_4: 0.2593 loss_giou_4: 0.4723 time: 0.2805 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:24] d2.utils.events INFO: eta: 1 day, 9:43:50 iter: 18599 total_loss: 8.279 loss_ce: 0.5006 loss_bbox: 0.304 loss_giou: 0.4571 loss_ce_0: 0.6762 loss_bbox_0: 0.4662 loss_giou_0: 0.6815 loss_ce_1: 0.565 loss_bbox_1: 0.3396 loss_giou_1: 0.5441 loss_ce_2: 0.5261 loss_bbox_2: 0.3189 loss_giou_2: 0.4841 loss_ce_3: 0.505 loss_bbox_3: 0.3119 loss_giou_3: 0.4795 loss_ce_4: 0.503 loss_bbox_4: 0.3044 loss_giou_4: 0.462 time: 0.2805 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:30] d2.utils.events INFO: eta: 1 day, 9:43:26 iter: 18619 total_loss: 7.924 loss_ce: 0.513 loss_bbox: 0.2632 loss_giou: 0.4101 loss_ce_0: 0.6398 loss_bbox_0: 0.4499 loss_giou_0: 0.6408 loss_ce_1: 0.5594 loss_bbox_1: 0.3169 loss_giou_1: 0.475 loss_ce_2: 0.5422 loss_bbox_2: 0.2735 loss_giou_2: 0.4241 loss_ce_3: 0.5134 loss_bbox_3: 0.2604 loss_giou_3: 0.4145 loss_ce_4: 0.5098 loss_bbox_4: 0.2676 loss_giou_4: 0.4116 time: 0.2805 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:36] d2.utils.events INFO: eta: 1 day, 9:42:15 iter: 18639 total_loss: 8.219 loss_ce: 0.5118 loss_bbox: 0.259 loss_giou: 0.4704 loss_ce_0: 0.6429 loss_bbox_0: 0.4189 loss_giou_0: 0.7078 loss_ce_1: 0.558 loss_bbox_1: 0.2962 loss_giou_1: 0.5399 loss_ce_2: 0.5306 loss_bbox_2: 0.2722 loss_giou_2: 0.4923 loss_ce_3: 0.5065 loss_bbox_3: 0.2721 loss_giou_3: 0.4741 loss_ce_4: 0.5028 loss_bbox_4: 0.264 loss_giou_4: 0.4705 time: 0.2805 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:41] d2.utils.events INFO: eta: 1 day, 9:42:06 iter: 18659 total_loss: 8.327 loss_ce: 0.5233 loss_bbox: 0.2794 loss_giou: 0.4397 loss_ce_0: 0.6586 loss_bbox_0: 0.4699 loss_giou_0: 0.6773 loss_ce_1: 0.5721 loss_bbox_1: 0.3261 loss_giou_1: 0.5113 loss_ce_2: 0.5324 loss_bbox_2: 0.2898 loss_giou_2: 0.465 loss_ce_3: 0.5167 loss_bbox_3: 0.2784 loss_giou_3: 0.4537 loss_ce_4: 0.5177 loss_bbox_4: 0.2778 loss_giou_4: 0.4385 time: 0.2805 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:47] d2.utils.events INFO: eta: 1 day, 9:42:16 iter: 18679 total_loss: 8.621 loss_ce: 0.5264 loss_bbox: 0.2866 loss_giou: 0.4663 loss_ce_0: 0.6644 loss_bbox_0: 0.4829 loss_giou_0: 0.7012 loss_ce_1: 0.5695 loss_bbox_1: 0.3436 loss_giou_1: 0.5435 loss_ce_2: 0.5408 loss_bbox_2: 0.3042 loss_giou_2: 0.4915 loss_ce_3: 0.5223 loss_bbox_3: 0.2957 loss_giou_3: 0.4775 loss_ce_4: 0.5196 loss_bbox_4: 0.2898 loss_giou_4: 0.4694 time: 0.2805 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:52] d2.utils.events INFO: eta: 1 day, 9:41:45 iter: 18699 total_loss: 8.236 loss_ce: 0.5293 loss_bbox: 0.2617 loss_giou: 0.442 loss_ce_0: 0.6783 loss_bbox_0: 0.4395 loss_giou_0: 0.6781 loss_ce_1: 0.5873 loss_bbox_1: 0.3132 loss_giou_1: 0.5098 loss_ce_2: 0.5414 loss_bbox_2: 0.2796 loss_giou_2: 0.4589 loss_ce_3: 0.5378 loss_bbox_3: 0.2665 loss_giou_3: 0.4489 loss_ce_4: 0.5245 loss_bbox_4: 0.2615 loss_giou_4: 0.4415 time: 0.2805 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 14:42:58] d2.utils.events INFO: eta: 1 day, 9:41:12 iter: 18719 total_loss: 8.302 loss_ce: 0.5274 loss_bbox: 0.263 loss_giou: 0.4505 loss_ce_0: 0.6628 loss_bbox_0: 0.4436 loss_giou_0: 0.6616 loss_ce_1: 0.5771 loss_bbox_1: 0.3205 loss_giou_1: 0.5157 loss_ce_2: 0.5398 loss_bbox_2: 0.2856 loss_giou_2: 0.4754 loss_ce_3: 0.5181 loss_bbox_3: 0.2732 loss_giou_3: 0.4594 loss_ce_4: 0.5209 loss_bbox_4: 0.2607 loss_giou_4: 0.4555 time: 0.2805 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:04] d2.utils.events INFO: eta: 1 day, 9:41:34 iter: 18739 total_loss: 8.677 loss_ce: 0.5669 loss_bbox: 0.2708 loss_giou: 0.4423 loss_ce_0: 0.6977 loss_bbox_0: 0.4556 loss_giou_0: 0.6655 loss_ce_1: 0.618 loss_bbox_1: 0.3242 loss_giou_1: 0.5083 loss_ce_2: 0.5836 loss_bbox_2: 0.2907 loss_giou_2: 0.4703 loss_ce_3: 0.5584 loss_bbox_3: 0.2779 loss_giou_3: 0.4554 loss_ce_4: 0.5669 loss_bbox_4: 0.2722 loss_giou_4: 0.444 time: 0.2805 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:10] d2.utils.events INFO: eta: 1 day, 9:41:09 iter: 18759 total_loss: 8.573 loss_ce: 0.5626 loss_bbox: 0.2891 loss_giou: 0.4707 loss_ce_0: 0.6858 loss_bbox_0: 0.4688 loss_giou_0: 0.6896 loss_ce_1: 0.5833 loss_bbox_1: 0.3345 loss_giou_1: 0.5328 loss_ce_2: 0.5761 loss_bbox_2: 0.3015 loss_giou_2: 0.481 loss_ce_3: 0.575 loss_bbox_3: 0.292 loss_giou_3: 0.4751 loss_ce_4: 0.5595 loss_bbox_4: 0.2894 loss_giou_4: 0.4761 time: 0.2805 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:15] d2.utils.events INFO: eta: 1 day, 9:41:27 iter: 18779 total_loss: 8.419 loss_ce: 0.5197 loss_bbox: 0.2808 loss_giou: 0.4572 loss_ce_0: 0.6639 loss_bbox_0: 0.4706 loss_giou_0: 0.6787 loss_ce_1: 0.5603 loss_bbox_1: 0.3348 loss_giou_1: 0.5307 loss_ce_2: 0.5324 loss_bbox_2: 0.2995 loss_giou_2: 0.4746 loss_ce_3: 0.5159 loss_bbox_3: 0.2792 loss_giou_3: 0.4527 loss_ce_4: 0.5157 loss_bbox_4: 0.2818 loss_giou_4: 0.4504 time: 0.2805 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:21] d2.utils.events INFO: eta: 1 day, 9:40:28 iter: 18799 total_loss: 8.416 loss_ce: 0.5099 loss_bbox: 0.2824 loss_giou: 0.4556 loss_ce_0: 0.6501 loss_bbox_0: 0.4612 loss_giou_0: 0.6588 loss_ce_1: 0.5672 loss_bbox_1: 0.3404 loss_giou_1: 0.5173 loss_ce_2: 0.5335 loss_bbox_2: 0.2956 loss_giou_2: 0.4829 loss_ce_3: 0.5108 loss_bbox_3: 0.2916 loss_giou_3: 0.471 loss_ce_4: 0.509 loss_bbox_4: 0.2892 loss_giou_4: 0.4622 time: 0.2805 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:27] d2.utils.events INFO: eta: 1 day, 9:41:59 iter: 18819 total_loss: 8.423 loss_ce: 0.5328 loss_bbox: 0.2726 loss_giou: 0.4574 loss_ce_0: 0.6782 loss_bbox_0: 0.4625 loss_giou_0: 0.668 loss_ce_1: 0.5801 loss_bbox_1: 0.3402 loss_giou_1: 0.5132 loss_ce_2: 0.5443 loss_bbox_2: 0.2972 loss_giou_2: 0.4795 loss_ce_3: 0.5342 loss_bbox_3: 0.2817 loss_giou_3: 0.467 loss_ce_4: 0.5291 loss_bbox_4: 0.2721 loss_giou_4: 0.4582 time: 0.2805 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:32] d2.utils.events INFO: eta: 1 day, 9:42:15 iter: 18839 total_loss: 8.399 loss_ce: 0.5178 loss_bbox: 0.2927 loss_giou: 0.4694 loss_ce_0: 0.6539 loss_bbox_0: 0.4709 loss_giou_0: 0.6775 loss_ce_1: 0.5702 loss_bbox_1: 0.3451 loss_giou_1: 0.5211 loss_ce_2: 0.5427 loss_bbox_2: 0.2969 loss_giou_2: 0.4878 loss_ce_3: 0.5181 loss_bbox_3: 0.2902 loss_giou_3: 0.474 loss_ce_4: 0.5228 loss_bbox_4: 0.2944 loss_giou_4: 0.469 time: 0.2805 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:38] d2.utils.events INFO: eta: 1 day, 9:42:43 iter: 18859 total_loss: 7.914 loss_ce: 0.4834 loss_bbox: 0.2682 loss_giou: 0.4468 loss_ce_0: 0.6555 loss_bbox_0: 0.4626 loss_giou_0: 0.6836 loss_ce_1: 0.5552 loss_bbox_1: 0.3217 loss_giou_1: 0.5236 loss_ce_2: 0.5132 loss_bbox_2: 0.2863 loss_giou_2: 0.4731 loss_ce_3: 0.489 loss_bbox_3: 0.2757 loss_giou_3: 0.4581 loss_ce_4: 0.4787 loss_bbox_4: 0.2752 loss_giou_4: 0.4504 time: 0.2805 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:44] d2.utils.events INFO: eta: 1 day, 9:43:01 iter: 18879 total_loss: 8.448 loss_ce: 0.5299 loss_bbox: 0.2888 loss_giou: 0.4418 loss_ce_0: 0.6598 loss_bbox_0: 0.4858 loss_giou_0: 0.6543 loss_ce_1: 0.5785 loss_bbox_1: 0.355 loss_giou_1: 0.5121 loss_ce_2: 0.538 loss_bbox_2: 0.3052 loss_giou_2: 0.4599 loss_ce_3: 0.5294 loss_bbox_3: 0.2975 loss_giou_3: 0.457 loss_ce_4: 0.5288 loss_bbox_4: 0.2887 loss_giou_4: 0.4512 time: 0.2805 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:49] d2.utils.events INFO: eta: 1 day, 9:42:43 iter: 18899 total_loss: 8.816 loss_ce: 0.5379 loss_bbox: 0.2912 loss_giou: 0.4496 loss_ce_0: 0.6838 loss_bbox_0: 0.4701 loss_giou_0: 0.6506 loss_ce_1: 0.5936 loss_bbox_1: 0.3339 loss_giou_1: 0.5073 loss_ce_2: 0.5813 loss_bbox_2: 0.3052 loss_giou_2: 0.4709 loss_ce_3: 0.555 loss_bbox_3: 0.3016 loss_giou_3: 0.4595 loss_ce_4: 0.5552 loss_bbox_4: 0.2933 loss_giou_4: 0.4529 time: 0.2805 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 14:43:55] d2.utils.events INFO: eta: 1 day, 9:42:17 iter: 18919 total_loss: 8.491 loss_ce: 0.5169 loss_bbox: 0.275 loss_giou: 0.4697 loss_ce_0: 0.6688 loss_bbox_0: 0.4717 loss_giou_0: 0.7021 loss_ce_1: 0.5758 loss_bbox_1: 0.326 loss_giou_1: 0.533 loss_ce_2: 0.5363 loss_bbox_2: 0.3014 loss_giou_2: 0.4967 loss_ce_3: 0.5165 loss_bbox_3: 0.2889 loss_giou_3: 0.4874 loss_ce_4: 0.5216 loss_bbox_4: 0.2772 loss_giou_4: 0.4809 time: 0.2805 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:01] d2.utils.events INFO: eta: 1 day, 9:42:11 iter: 18939 total_loss: 8.119 loss_ce: 0.4864 loss_bbox: 0.2984 loss_giou: 0.4008 loss_ce_0: 0.6479 loss_bbox_0: 0.4747 loss_giou_0: 0.6206 loss_ce_1: 0.5596 loss_bbox_1: 0.3459 loss_giou_1: 0.4738 loss_ce_2: 0.5208 loss_bbox_2: 0.3227 loss_giou_2: 0.4275 loss_ce_3: 0.4951 loss_bbox_3: 0.3098 loss_giou_3: 0.4088 loss_ce_4: 0.4854 loss_bbox_4: 0.3004 loss_giou_4: 0.4042 time: 0.2805 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:06] d2.utils.events INFO: eta: 1 day, 9:41:50 iter: 18959 total_loss: 8.241 loss_ce: 0.5144 loss_bbox: 0.2745 loss_giou: 0.4541 loss_ce_0: 0.6541 loss_bbox_0: 0.4341 loss_giou_0: 0.678 loss_ce_1: 0.5609 loss_bbox_1: 0.3116 loss_giou_1: 0.5285 loss_ce_2: 0.5281 loss_bbox_2: 0.2894 loss_giou_2: 0.4783 loss_ce_3: 0.5033 loss_bbox_3: 0.2817 loss_giou_3: 0.4579 loss_ce_4: 0.5092 loss_bbox_4: 0.2783 loss_giou_4: 0.4492 time: 0.2805 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:12] d2.utils.events INFO: eta: 1 day, 9:41:45 iter: 18979 total_loss: 7.912 loss_ce: 0.4935 loss_bbox: 0.257 loss_giou: 0.4303 loss_ce_0: 0.642 loss_bbox_0: 0.4346 loss_giou_0: 0.6679 loss_ce_1: 0.5587 loss_bbox_1: 0.3092 loss_giou_1: 0.5061 loss_ce_2: 0.5163 loss_bbox_2: 0.2728 loss_giou_2: 0.4609 loss_ce_3: 0.5066 loss_bbox_3: 0.2614 loss_giou_3: 0.4454 loss_ce_4: 0.4994 loss_bbox_4: 0.2549 loss_giou_4: 0.4386 time: 0.2805 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:18] d2.utils.events INFO: eta: 1 day, 9:42:12 iter: 18999 total_loss: 8.316 loss_ce: 0.5176 loss_bbox: 0.2701 loss_giou: 0.4391 loss_ce_0: 0.6531 loss_bbox_0: 0.4512 loss_giou_0: 0.6713 loss_ce_1: 0.5647 loss_bbox_1: 0.323 loss_giou_1: 0.5195 loss_ce_2: 0.5321 loss_bbox_2: 0.2926 loss_giou_2: 0.4669 loss_ce_3: 0.5114 loss_bbox_3: 0.2889 loss_giou_3: 0.4517 loss_ce_4: 0.5062 loss_bbox_4: 0.2748 loss_giou_4: 0.4446 time: 0.2805 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:23] d2.utils.events INFO: eta: 1 day, 9:41:58 iter: 19019 total_loss: 8.527 loss_ce: 0.5391 loss_bbox: 0.29 loss_giou: 0.4599 loss_ce_0: 0.6921 loss_bbox_0: 0.4701 loss_giou_0: 0.6837 loss_ce_1: 0.6019 loss_bbox_1: 0.3269 loss_giou_1: 0.5161 loss_ce_2: 0.5714 loss_bbox_2: 0.309 loss_giou_2: 0.4802 loss_ce_3: 0.5478 loss_bbox_3: 0.2935 loss_giou_3: 0.4699 loss_ce_4: 0.5375 loss_bbox_4: 0.2928 loss_giou_4: 0.463 time: 0.2805 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:29] d2.utils.events INFO: eta: 1 day, 9:41:45 iter: 19039 total_loss: 8.276 loss_ce: 0.5152 loss_bbox: 0.2739 loss_giou: 0.4518 loss_ce_0: 0.6623 loss_bbox_0: 0.4472 loss_giou_0: 0.6864 loss_ce_1: 0.5622 loss_bbox_1: 0.3218 loss_giou_1: 0.5402 loss_ce_2: 0.5312 loss_bbox_2: 0.2843 loss_giou_2: 0.4826 loss_ce_3: 0.5194 loss_bbox_3: 0.2802 loss_giou_3: 0.4684 loss_ce_4: 0.521 loss_bbox_4: 0.2768 loss_giou_4: 0.4556 time: 0.2805 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:35] d2.utils.events INFO: eta: 1 day, 9:42:03 iter: 19059 total_loss: 8.522 loss_ce: 0.5556 loss_bbox: 0.2701 loss_giou: 0.4737 loss_ce_0: 0.6696 loss_bbox_0: 0.4575 loss_giou_0: 0.6935 loss_ce_1: 0.5791 loss_bbox_1: 0.3302 loss_giou_1: 0.5393 loss_ce_2: 0.5542 loss_bbox_2: 0.2885 loss_giou_2: 0.4913 loss_ce_3: 0.5509 loss_bbox_3: 0.2825 loss_giou_3: 0.4795 loss_ce_4: 0.5512 loss_bbox_4: 0.2723 loss_giou_4: 0.4757 time: 0.2805 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:41] d2.utils.events INFO: eta: 1 day, 9:42:01 iter: 19079 total_loss: 8.033 loss_ce: 0.5102 loss_bbox: 0.2676 loss_giou: 0.4517 loss_ce_0: 0.635 loss_bbox_0: 0.4547 loss_giou_0: 0.68 loss_ce_1: 0.5573 loss_bbox_1: 0.3272 loss_giou_1: 0.5127 loss_ce_2: 0.5184 loss_bbox_2: 0.2904 loss_giou_2: 0.4649 loss_ce_3: 0.5104 loss_bbox_3: 0.2778 loss_giou_3: 0.4479 loss_ce_4: 0.4994 loss_bbox_4: 0.2701 loss_giou_4: 0.4484 time: 0.2805 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:46] d2.utils.events INFO: eta: 1 day, 9:41:52 iter: 19099 total_loss: 8.221 loss_ce: 0.5386 loss_bbox: 0.2802 loss_giou: 0.4175 loss_ce_0: 0.6699 loss_bbox_0: 0.4589 loss_giou_0: 0.6495 loss_ce_1: 0.5721 loss_bbox_1: 0.3255 loss_giou_1: 0.4838 loss_ce_2: 0.544 loss_bbox_2: 0.2969 loss_giou_2: 0.4424 loss_ce_3: 0.5352 loss_bbox_3: 0.2866 loss_giou_3: 0.4278 loss_ce_4: 0.5411 loss_bbox_4: 0.2807 loss_giou_4: 0.4248 time: 0.2805 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:52] d2.utils.events INFO: eta: 1 day, 9:41:38 iter: 19119 total_loss: 8.51 loss_ce: 0.5308 loss_bbox: 0.2689 loss_giou: 0.4389 loss_ce_0: 0.6792 loss_bbox_0: 0.4743 loss_giou_0: 0.6994 loss_ce_1: 0.5764 loss_bbox_1: 0.3264 loss_giou_1: 0.5267 loss_ce_2: 0.5366 loss_bbox_2: 0.2916 loss_giou_2: 0.4682 loss_ce_3: 0.5334 loss_bbox_3: 0.2785 loss_giou_3: 0.4515 loss_ce_4: 0.5302 loss_bbox_4: 0.2689 loss_giou_4: 0.441 time: 0.2805 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 14:44:58] d2.utils.events INFO: eta: 1 day, 9:42:11 iter: 19139 total_loss: 8.528 loss_ce: 0.5272 loss_bbox: 0.2926 loss_giou: 0.4482 loss_ce_0: 0.679 loss_bbox_0: 0.4695 loss_giou_0: 0.7103 loss_ce_1: 0.6024 loss_bbox_1: 0.3361 loss_giou_1: 0.5245 loss_ce_2: 0.5554 loss_bbox_2: 0.306 loss_giou_2: 0.4746 loss_ce_3: 0.5381 loss_bbox_3: 0.297 loss_giou_3: 0.4556 loss_ce_4: 0.5374 loss_bbox_4: 0.2914 loss_giou_4: 0.4522 time: 0.2805 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:03] d2.utils.events INFO: eta: 1 day, 9:41:18 iter: 19159 total_loss: 8.764 loss_ce: 0.5508 loss_bbox: 0.2875 loss_giou: 0.4749 loss_ce_0: 0.6814 loss_bbox_0: 0.4789 loss_giou_0: 0.7037 loss_ce_1: 0.6067 loss_bbox_1: 0.3444 loss_giou_1: 0.5494 loss_ce_2: 0.562 loss_bbox_2: 0.3098 loss_giou_2: 0.499 loss_ce_3: 0.55 loss_bbox_3: 0.2933 loss_giou_3: 0.4811 loss_ce_4: 0.5501 loss_bbox_4: 0.2914 loss_giou_4: 0.4781 time: 0.2805 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:09] d2.utils.events INFO: eta: 1 day, 9:41:30 iter: 19179 total_loss: 7.945 loss_ce: 0.5104 loss_bbox: 0.2693 loss_giou: 0.4234 loss_ce_0: 0.6599 loss_bbox_0: 0.4373 loss_giou_0: 0.6436 loss_ce_1: 0.5494 loss_bbox_1: 0.3136 loss_giou_1: 0.4984 loss_ce_2: 0.5276 loss_bbox_2: 0.274 loss_giou_2: 0.4388 loss_ce_3: 0.5116 loss_bbox_3: 0.2669 loss_giou_3: 0.428 loss_ce_4: 0.51 loss_bbox_4: 0.2631 loss_giou_4: 0.4201 time: 0.2805 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:15] d2.utils.events INFO: eta: 1 day, 9:42:10 iter: 19199 total_loss: 8.272 loss_ce: 0.5119 loss_bbox: 0.2724 loss_giou: 0.4513 loss_ce_0: 0.6516 loss_bbox_0: 0.4715 loss_giou_0: 0.6665 loss_ce_1: 0.5545 loss_bbox_1: 0.3262 loss_giou_1: 0.513 loss_ce_2: 0.5054 loss_bbox_2: 0.2983 loss_giou_2: 0.4662 loss_ce_3: 0.5093 loss_bbox_3: 0.2736 loss_giou_3: 0.4602 loss_ce_4: 0.5033 loss_bbox_4: 0.2708 loss_giou_4: 0.4574 time: 0.2805 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:20] d2.utils.events INFO: eta: 1 day, 9:42:42 iter: 19219 total_loss: 8.497 loss_ce: 0.5288 loss_bbox: 0.2651 loss_giou: 0.4755 loss_ce_0: 0.6877 loss_bbox_0: 0.4538 loss_giou_0: 0.7057 loss_ce_1: 0.5888 loss_bbox_1: 0.3099 loss_giou_1: 0.5333 loss_ce_2: 0.5533 loss_bbox_2: 0.2827 loss_giou_2: 0.5012 loss_ce_3: 0.5305 loss_bbox_3: 0.2763 loss_giou_3: 0.491 loss_ce_4: 0.526 loss_bbox_4: 0.2725 loss_giou_4: 0.4737 time: 0.2805 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:26] d2.utils.events INFO: eta: 1 day, 9:42:23 iter: 19239 total_loss: 8.45 loss_ce: 0.5523 loss_bbox: 0.2782 loss_giou: 0.4518 loss_ce_0: 0.692 loss_bbox_0: 0.4631 loss_giou_0: 0.67 loss_ce_1: 0.5984 loss_bbox_1: 0.3256 loss_giou_1: 0.5202 loss_ce_2: 0.5765 loss_bbox_2: 0.2974 loss_giou_2: 0.4683 loss_ce_3: 0.5673 loss_bbox_3: 0.2817 loss_giou_3: 0.4567 loss_ce_4: 0.5637 loss_bbox_4: 0.2755 loss_giou_4: 0.4524 time: 0.2805 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:32] d2.utils.events INFO: eta: 1 day, 9:42:04 iter: 19259 total_loss: 8.163 loss_ce: 0.5151 loss_bbox: 0.2723 loss_giou: 0.4422 loss_ce_0: 0.6555 loss_bbox_0: 0.449 loss_giou_0: 0.6689 loss_ce_1: 0.5677 loss_bbox_1: 0.3187 loss_giou_1: 0.5069 loss_ce_2: 0.5282 loss_bbox_2: 0.2825 loss_giou_2: 0.4725 loss_ce_3: 0.5182 loss_bbox_3: 0.2748 loss_giou_3: 0.4518 loss_ce_4: 0.5109 loss_bbox_4: 0.2772 loss_giou_4: 0.4454 time: 0.2805 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:37] d2.utils.events INFO: eta: 1 day, 9:41:05 iter: 19279 total_loss: 8.76 loss_ce: 0.5682 loss_bbox: 0.2975 loss_giou: 0.4431 loss_ce_0: 0.6914 loss_bbox_0: 0.4858 loss_giou_0: 0.7131 loss_ce_1: 0.6046 loss_bbox_1: 0.3431 loss_giou_1: 0.531 loss_ce_2: 0.5681 loss_bbox_2: 0.3132 loss_giou_2: 0.4782 loss_ce_3: 0.5731 loss_bbox_3: 0.3036 loss_giou_3: 0.4581 loss_ce_4: 0.5703 loss_bbox_4: 0.302 loss_giou_4: 0.4459 time: 0.2805 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:43] d2.utils.events INFO: eta: 1 day, 9:41:42 iter: 19299 total_loss: 8.485 loss_ce: 0.5325 loss_bbox: 0.2743 loss_giou: 0.4694 loss_ce_0: 0.6772 loss_bbox_0: 0.4706 loss_giou_0: 0.7247 loss_ce_1: 0.5861 loss_bbox_1: 0.3305 loss_giou_1: 0.5388 loss_ce_2: 0.5445 loss_bbox_2: 0.2951 loss_giou_2: 0.4946 loss_ce_3: 0.5338 loss_bbox_3: 0.2818 loss_giou_3: 0.4795 loss_ce_4: 0.5295 loss_bbox_4: 0.2726 loss_giou_4: 0.468 time: 0.2805 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:49] d2.utils.events INFO: eta: 1 day, 9:41:47 iter: 19319 total_loss: 8.45 loss_ce: 0.4982 loss_bbox: 0.2945 loss_giou: 0.4464 loss_ce_0: 0.6546 loss_bbox_0: 0.4673 loss_giou_0: 0.6881 loss_ce_1: 0.5609 loss_bbox_1: 0.3335 loss_giou_1: 0.5137 loss_ce_2: 0.5288 loss_bbox_2: 0.3006 loss_giou_2: 0.4724 loss_ce_3: 0.5212 loss_bbox_3: 0.2895 loss_giou_3: 0.4574 loss_ce_4: 0.5017 loss_bbox_4: 0.2945 loss_giou_4: 0.4501 time: 0.2805 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 14:45:54] d2.utils.events INFO: eta: 1 day, 9:41:41 iter: 19339 total_loss: 8.04 loss_ce: 0.496 loss_bbox: 0.2717 loss_giou: 0.4144 loss_ce_0: 0.6415 loss_bbox_0: 0.4587 loss_giou_0: 0.6364 loss_ce_1: 0.5536 loss_bbox_1: 0.3108 loss_giou_1: 0.4946 loss_ce_2: 0.5143 loss_bbox_2: 0.2927 loss_giou_2: 0.4468 loss_ce_3: 0.5083 loss_bbox_3: 0.2804 loss_giou_3: 0.4234 loss_ce_4: 0.4977 loss_bbox_4: 0.2747 loss_giou_4: 0.4188 time: 0.2805 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:00] d2.utils.events INFO: eta: 1 day, 9:40:50 iter: 19359 total_loss: 8.146 loss_ce: 0.4898 loss_bbox: 0.2659 loss_giou: 0.4386 loss_ce_0: 0.6458 loss_bbox_0: 0.4629 loss_giou_0: 0.6887 loss_ce_1: 0.5384 loss_bbox_1: 0.3177 loss_giou_1: 0.5112 loss_ce_2: 0.5015 loss_bbox_2: 0.2733 loss_giou_2: 0.4632 loss_ce_3: 0.493 loss_bbox_3: 0.2706 loss_giou_3: 0.446 loss_ce_4: 0.4969 loss_bbox_4: 0.2642 loss_giou_4: 0.4418 time: 0.2805 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:06] d2.utils.events INFO: eta: 1 day, 9:40:36 iter: 19379 total_loss: 8.032 loss_ce: 0.5092 loss_bbox: 0.2595 loss_giou: 0.4277 loss_ce_0: 0.6528 loss_bbox_0: 0.4311 loss_giou_0: 0.6443 loss_ce_1: 0.55 loss_bbox_1: 0.3154 loss_giou_1: 0.495 loss_ce_2: 0.5166 loss_bbox_2: 0.2808 loss_giou_2: 0.4534 loss_ce_3: 0.5101 loss_bbox_3: 0.2617 loss_giou_3: 0.4417 loss_ce_4: 0.5038 loss_bbox_4: 0.2603 loss_giou_4: 0.4341 time: 0.2805 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:11] d2.utils.events INFO: eta: 1 day, 9:40:39 iter: 19399 total_loss: 8.367 loss_ce: 0.5183 loss_bbox: 0.2645 loss_giou: 0.4598 loss_ce_0: 0.6744 loss_bbox_0: 0.4402 loss_giou_0: 0.7075 loss_ce_1: 0.585 loss_bbox_1: 0.3201 loss_giou_1: 0.53 loss_ce_2: 0.5488 loss_bbox_2: 0.2869 loss_giou_2: 0.4868 loss_ce_3: 0.5268 loss_bbox_3: 0.2776 loss_giou_3: 0.4713 loss_ce_4: 0.5255 loss_bbox_4: 0.271 loss_giou_4: 0.4644 time: 0.2805 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:17] d2.utils.events INFO: eta: 1 day, 9:40:58 iter: 19419 total_loss: 8.154 loss_ce: 0.4982 loss_bbox: 0.2778 loss_giou: 0.4454 loss_ce_0: 0.656 loss_bbox_0: 0.4705 loss_giou_0: 0.6726 loss_ce_1: 0.5609 loss_bbox_1: 0.3258 loss_giou_1: 0.5153 loss_ce_2: 0.515 loss_bbox_2: 0.2967 loss_giou_2: 0.4663 loss_ce_3: 0.5073 loss_bbox_3: 0.2869 loss_giou_3: 0.4536 loss_ce_4: 0.4954 loss_bbox_4: 0.2806 loss_giou_4: 0.4525 time: 0.2805 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:23] d2.utils.events INFO: eta: 1 day, 9:40:20 iter: 19439 total_loss: 8.306 loss_ce: 0.5452 loss_bbox: 0.2781 loss_giou: 0.4478 loss_ce_0: 0.6917 loss_bbox_0: 0.4753 loss_giou_0: 0.6654 loss_ce_1: 0.6023 loss_bbox_1: 0.3431 loss_giou_1: 0.5135 loss_ce_2: 0.568 loss_bbox_2: 0.2956 loss_giou_2: 0.4712 loss_ce_3: 0.549 loss_bbox_3: 0.2799 loss_giou_3: 0.4587 loss_ce_4: 0.5469 loss_bbox_4: 0.2838 loss_giou_4: 0.4537 time: 0.2805 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:29] d2.utils.events INFO: eta: 1 day, 9:40:14 iter: 19459 total_loss: 8.021 loss_ce: 0.5044 loss_bbox: 0.2693 loss_giou: 0.4562 loss_ce_0: 0.6424 loss_bbox_0: 0.4499 loss_giou_0: 0.6919 loss_ce_1: 0.566 loss_bbox_1: 0.3193 loss_giou_1: 0.5301 loss_ce_2: 0.5373 loss_bbox_2: 0.2844 loss_giou_2: 0.473 loss_ce_3: 0.5096 loss_bbox_3: 0.2728 loss_giou_3: 0.4649 loss_ce_4: 0.5102 loss_bbox_4: 0.2669 loss_giou_4: 0.4595 time: 0.2805 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:34] d2.utils.events INFO: eta: 1 day, 9:40:09 iter: 19479 total_loss: 8.388 loss_ce: 0.535 loss_bbox: 0.2742 loss_giou: 0.446 loss_ce_0: 0.6708 loss_bbox_0: 0.4587 loss_giou_0: 0.6605 loss_ce_1: 0.5897 loss_bbox_1: 0.3244 loss_giou_1: 0.5208 loss_ce_2: 0.5469 loss_bbox_2: 0.2907 loss_giou_2: 0.465 loss_ce_3: 0.53 loss_bbox_3: 0.2835 loss_giou_3: 0.4459 loss_ce_4: 0.5267 loss_bbox_4: 0.2774 loss_giou_4: 0.4451 time: 0.2805 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:40] d2.utils.events INFO: eta: 1 day, 9:40:02 iter: 19499 total_loss: 8.057 loss_ce: 0.5051 loss_bbox: 0.2757 loss_giou: 0.4233 loss_ce_0: 0.6625 loss_bbox_0: 0.4567 loss_giou_0: 0.662 loss_ce_1: 0.5713 loss_bbox_1: 0.3239 loss_giou_1: 0.4961 loss_ce_2: 0.547 loss_bbox_2: 0.2988 loss_giou_2: 0.4526 loss_ce_3: 0.5129 loss_bbox_3: 0.285 loss_giou_3: 0.4415 loss_ce_4: 0.5051 loss_bbox_4: 0.276 loss_giou_4: 0.431 time: 0.2805 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:45] d2.utils.events INFO: eta: 1 day, 9:38:54 iter: 19519 total_loss: 8.218 loss_ce: 0.524 loss_bbox: 0.2762 loss_giou: 0.4284 loss_ce_0: 0.6665 loss_bbox_0: 0.4633 loss_giou_0: 0.6267 loss_ce_1: 0.5801 loss_bbox_1: 0.3345 loss_giou_1: 0.4793 loss_ce_2: 0.5466 loss_bbox_2: 0.3015 loss_giou_2: 0.436 loss_ce_3: 0.5204 loss_bbox_3: 0.2887 loss_giou_3: 0.4314 loss_ce_4: 0.5259 loss_bbox_4: 0.278 loss_giou_4: 0.4271 time: 0.2805 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:51] d2.utils.events INFO: eta: 1 day, 9:38:23 iter: 19539 total_loss: 7.926 loss_ce: 0.501 loss_bbox: 0.2631 loss_giou: 0.415 loss_ce_0: 0.6606 loss_bbox_0: 0.4364 loss_giou_0: 0.6417 loss_ce_1: 0.5542 loss_bbox_1: 0.3191 loss_giou_1: 0.4896 loss_ce_2: 0.5108 loss_bbox_2: 0.2776 loss_giou_2: 0.4394 loss_ce_3: 0.4985 loss_bbox_3: 0.2673 loss_giou_3: 0.4264 loss_ce_4: 0.5023 loss_bbox_4: 0.2637 loss_giou_4: 0.4212 time: 0.2805 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 14:46:57] d2.utils.events INFO: eta: 1 day, 9:37:37 iter: 19559 total_loss: 8.087 loss_ce: 0.5375 loss_bbox: 0.2897 loss_giou: 0.4371 loss_ce_0: 0.6646 loss_bbox_0: 0.4678 loss_giou_0: 0.6424 loss_ce_1: 0.5838 loss_bbox_1: 0.3362 loss_giou_1: 0.5061 loss_ce_2: 0.5529 loss_bbox_2: 0.3088 loss_giou_2: 0.4623 loss_ce_3: 0.5369 loss_bbox_3: 0.2976 loss_giou_3: 0.4432 loss_ce_4: 0.5366 loss_bbox_4: 0.296 loss_giou_4: 0.4428 time: 0.2805 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:03] d2.utils.events INFO: eta: 1 day, 9:37:39 iter: 19579 total_loss: 8.187 loss_ce: 0.5026 loss_bbox: 0.2717 loss_giou: 0.4315 loss_ce_0: 0.6351 loss_bbox_0: 0.4568 loss_giou_0: 0.6557 loss_ce_1: 0.5594 loss_bbox_1: 0.3259 loss_giou_1: 0.4982 loss_ce_2: 0.5279 loss_bbox_2: 0.295 loss_giou_2: 0.455 loss_ce_3: 0.5106 loss_bbox_3: 0.2816 loss_giou_3: 0.4412 loss_ce_4: 0.5126 loss_bbox_4: 0.2717 loss_giou_4: 0.43 time: 0.2805 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:08] d2.utils.events INFO: eta: 1 day, 9:37:26 iter: 19599 total_loss: 8.094 loss_ce: 0.5077 loss_bbox: 0.2664 loss_giou: 0.4439 loss_ce_0: 0.6367 loss_bbox_0: 0.4445 loss_giou_0: 0.6515 loss_ce_1: 0.5552 loss_bbox_1: 0.3094 loss_giou_1: 0.4946 loss_ce_2: 0.5165 loss_bbox_2: 0.2762 loss_giou_2: 0.4662 loss_ce_3: 0.4988 loss_bbox_3: 0.2736 loss_giou_3: 0.4552 loss_ce_4: 0.4986 loss_bbox_4: 0.2656 loss_giou_4: 0.4463 time: 0.2805 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:14] d2.utils.events INFO: eta: 1 day, 9:37:27 iter: 19619 total_loss: 8.084 loss_ce: 0.5339 loss_bbox: 0.275 loss_giou: 0.4336 loss_ce_0: 0.666 loss_bbox_0: 0.4627 loss_giou_0: 0.6263 loss_ce_1: 0.57 loss_bbox_1: 0.3247 loss_giou_1: 0.4865 loss_ce_2: 0.5573 loss_bbox_2: 0.288 loss_giou_2: 0.4496 loss_ce_3: 0.5334 loss_bbox_3: 0.2828 loss_giou_3: 0.4379 loss_ce_4: 0.5364 loss_bbox_4: 0.2783 loss_giou_4: 0.4395 time: 0.2805 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:20] d2.utils.events INFO: eta: 1 day, 9:37:38 iter: 19639 total_loss: 8.472 loss_ce: 0.5138 loss_bbox: 0.2788 loss_giou: 0.4688 loss_ce_0: 0.6834 loss_bbox_0: 0.4774 loss_giou_0: 0.7135 loss_ce_1: 0.5814 loss_bbox_1: 0.3415 loss_giou_1: 0.5452 loss_ce_2: 0.5348 loss_bbox_2: 0.2999 loss_giou_2: 0.48 loss_ce_3: 0.5217 loss_bbox_3: 0.2936 loss_giou_3: 0.4733 loss_ce_4: 0.5161 loss_bbox_4: 0.2768 loss_giou_4: 0.469 time: 0.2805 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:25] d2.utils.events INFO: eta: 1 day, 9:38:14 iter: 19659 total_loss: 8.051 loss_ce: 0.5316 loss_bbox: 0.2765 loss_giou: 0.4302 loss_ce_0: 0.6836 loss_bbox_0: 0.4609 loss_giou_0: 0.6453 loss_ce_1: 0.5749 loss_bbox_1: 0.3266 loss_giou_1: 0.5055 loss_ce_2: 0.5514 loss_bbox_2: 0.2973 loss_giou_2: 0.4525 loss_ce_3: 0.5283 loss_bbox_3: 0.2875 loss_giou_3: 0.4398 loss_ce_4: 0.5308 loss_bbox_4: 0.2828 loss_giou_4: 0.4359 time: 0.2805 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:31] d2.utils.events INFO: eta: 1 day, 9:38:20 iter: 19679 total_loss: 8.247 loss_ce: 0.4911 loss_bbox: 0.2798 loss_giou: 0.4653 loss_ce_0: 0.665 loss_bbox_0: 0.4714 loss_giou_0: 0.673 loss_ce_1: 0.5673 loss_bbox_1: 0.3348 loss_giou_1: 0.5139 loss_ce_2: 0.5282 loss_bbox_2: 0.2935 loss_giou_2: 0.4758 loss_ce_3: 0.4993 loss_bbox_3: 0.2869 loss_giou_3: 0.4635 loss_ce_4: 0.4938 loss_bbox_4: 0.2793 loss_giou_4: 0.4701 time: 0.2805 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:37] d2.utils.events INFO: eta: 1 day, 9:39:18 iter: 19699 total_loss: 8.284 loss_ce: 0.5013 loss_bbox: 0.2652 loss_giou: 0.4919 loss_ce_0: 0.6537 loss_bbox_0: 0.4338 loss_giou_0: 0.7324 loss_ce_1: 0.5468 loss_bbox_1: 0.3058 loss_giou_1: 0.5694 loss_ce_2: 0.5242 loss_bbox_2: 0.2807 loss_giou_2: 0.5139 loss_ce_3: 0.5061 loss_bbox_3: 0.2713 loss_giou_3: 0.4946 loss_ce_4: 0.5039 loss_bbox_4: 0.2675 loss_giou_4: 0.4921 time: 0.2805 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:42] d2.utils.events INFO: eta: 1 day, 9:39:00 iter: 19719 total_loss: 8.219 loss_ce: 0.525 loss_bbox: 0.2653 loss_giou: 0.4186 loss_ce_0: 0.6842 loss_bbox_0: 0.4547 loss_giou_0: 0.6394 loss_ce_1: 0.5818 loss_bbox_1: 0.319 loss_giou_1: 0.475 loss_ce_2: 0.5456 loss_bbox_2: 0.289 loss_giou_2: 0.4295 loss_ce_3: 0.5395 loss_bbox_3: 0.2803 loss_giou_3: 0.4187 loss_ce_4: 0.5298 loss_bbox_4: 0.2712 loss_giou_4: 0.4244 time: 0.2805 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:48] d2.utils.events INFO: eta: 1 day, 9:39:04 iter: 19739 total_loss: 8.292 loss_ce: 0.5274 loss_bbox: 0.2615 loss_giou: 0.4392 loss_ce_0: 0.6694 loss_bbox_0: 0.4406 loss_giou_0: 0.6779 loss_ce_1: 0.5752 loss_bbox_1: 0.3041 loss_giou_1: 0.504 loss_ce_2: 0.5377 loss_bbox_2: 0.2747 loss_giou_2: 0.4631 loss_ce_3: 0.5248 loss_bbox_3: 0.266 loss_giou_3: 0.4455 loss_ce_4: 0.523 loss_bbox_4: 0.2631 loss_giou_4: 0.4369 time: 0.2805 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:54] d2.utils.events INFO: eta: 1 day, 9:38:49 iter: 19759 total_loss: 7.959 loss_ce: 0.5074 loss_bbox: 0.2623 loss_giou: 0.4219 loss_ce_0: 0.621 loss_bbox_0: 0.4343 loss_giou_0: 0.6285 loss_ce_1: 0.557 loss_bbox_1: 0.3239 loss_giou_1: 0.4825 loss_ce_2: 0.5233 loss_bbox_2: 0.2825 loss_giou_2: 0.4532 loss_ce_3: 0.5067 loss_bbox_3: 0.2672 loss_giou_3: 0.4387 loss_ce_4: 0.5051 loss_bbox_4: 0.2665 loss_giou_4: 0.427 time: 0.2805 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 14:47:59] d2.utils.events INFO: eta: 1 day, 9:38:48 iter: 19779 total_loss: 8.449 loss_ce: 0.5341 loss_bbox: 0.2667 loss_giou: 0.448 loss_ce_0: 0.6524 loss_bbox_0: 0.4306 loss_giou_0: 0.6804 loss_ce_1: 0.5847 loss_bbox_1: 0.3205 loss_giou_1: 0.5199 loss_ce_2: 0.5482 loss_bbox_2: 0.2859 loss_giou_2: 0.4766 loss_ce_3: 0.5413 loss_bbox_3: 0.2669 loss_giou_3: 0.4637 loss_ce_4: 0.5343 loss_bbox_4: 0.2694 loss_giou_4: 0.4577 time: 0.2805 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:05] d2.utils.events INFO: eta: 1 day, 9:38:43 iter: 19799 total_loss: 8.149 loss_ce: 0.5189 loss_bbox: 0.2722 loss_giou: 0.4522 loss_ce_0: 0.6738 loss_bbox_0: 0.4507 loss_giou_0: 0.6697 loss_ce_1: 0.5797 loss_bbox_1: 0.325 loss_giou_1: 0.5263 loss_ce_2: 0.5369 loss_bbox_2: 0.2874 loss_giou_2: 0.4792 loss_ce_3: 0.5259 loss_bbox_3: 0.275 loss_giou_3: 0.4646 loss_ce_4: 0.5196 loss_bbox_4: 0.2728 loss_giou_4: 0.455 time: 0.2805 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:11] d2.utils.events INFO: eta: 1 day, 9:38:27 iter: 19819 total_loss: 8.481 loss_ce: 0.5284 loss_bbox: 0.2819 loss_giou: 0.4439 loss_ce_0: 0.6845 loss_bbox_0: 0.4718 loss_giou_0: 0.6943 loss_ce_1: 0.5823 loss_bbox_1: 0.3336 loss_giou_1: 0.5291 loss_ce_2: 0.546 loss_bbox_2: 0.3145 loss_giou_2: 0.4838 loss_ce_3: 0.5305 loss_bbox_3: 0.2949 loss_giou_3: 0.4559 loss_ce_4: 0.519 loss_bbox_4: 0.2926 loss_giou_4: 0.4488 time: 0.2805 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:17] d2.utils.events INFO: eta: 1 day, 9:38:22 iter: 19839 total_loss: 8.423 loss_ce: 0.5189 loss_bbox: 0.2903 loss_giou: 0.4348 loss_ce_0: 0.6712 loss_bbox_0: 0.4652 loss_giou_0: 0.6828 loss_ce_1: 0.5717 loss_bbox_1: 0.3367 loss_giou_1: 0.5143 loss_ce_2: 0.5339 loss_bbox_2: 0.3091 loss_giou_2: 0.4538 loss_ce_3: 0.5294 loss_bbox_3: 0.3022 loss_giou_3: 0.4422 loss_ce_4: 0.5206 loss_bbox_4: 0.295 loss_giou_4: 0.438 time: 0.2805 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:22] d2.utils.events INFO: eta: 1 day, 9:37:29 iter: 19859 total_loss: 8.092 loss_ce: 0.5024 loss_bbox: 0.2875 loss_giou: 0.4445 loss_ce_0: 0.6536 loss_bbox_0: 0.4533 loss_giou_0: 0.6551 loss_ce_1: 0.5722 loss_bbox_1: 0.3391 loss_giou_1: 0.5235 loss_ce_2: 0.5194 loss_bbox_2: 0.3077 loss_giou_2: 0.47 loss_ce_3: 0.5025 loss_bbox_3: 0.2885 loss_giou_3: 0.4536 loss_ce_4: 0.4984 loss_bbox_4: 0.2814 loss_giou_4: 0.4458 time: 0.2805 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:28] d2.utils.events INFO: eta: 1 day, 9:37:06 iter: 19879 total_loss: 8.04 loss_ce: 0.5045 loss_bbox: 0.2564 loss_giou: 0.426 loss_ce_0: 0.6453 loss_bbox_0: 0.4436 loss_giou_0: 0.6551 loss_ce_1: 0.5624 loss_bbox_1: 0.3224 loss_giou_1: 0.4904 loss_ce_2: 0.5278 loss_bbox_2: 0.2749 loss_giou_2: 0.4543 loss_ce_3: 0.5057 loss_bbox_3: 0.2648 loss_giou_3: 0.4422 loss_ce_4: 0.5028 loss_bbox_4: 0.2577 loss_giou_4: 0.439 time: 0.2805 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:33] d2.utils.events INFO: eta: 1 day, 9:37:08 iter: 19899 total_loss: 8.664 loss_ce: 0.554 loss_bbox: 0.2791 loss_giou: 0.4659 loss_ce_0: 0.6758 loss_bbox_0: 0.4662 loss_giou_0: 0.6727 loss_ce_1: 0.5904 loss_bbox_1: 0.3291 loss_giou_1: 0.5291 loss_ce_2: 0.5708 loss_bbox_2: 0.2913 loss_giou_2: 0.4865 loss_ce_3: 0.5568 loss_bbox_3: 0.2859 loss_giou_3: 0.4727 loss_ce_4: 0.5561 loss_bbox_4: 0.2845 loss_giou_4: 0.4662 time: 0.2805 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:39] d2.utils.events INFO: eta: 1 day, 9:37:12 iter: 19919 total_loss: 8.061 loss_ce: 0.521 loss_bbox: 0.2528 loss_giou: 0.4379 loss_ce_0: 0.6636 loss_bbox_0: 0.4281 loss_giou_0: 0.6733 loss_ce_1: 0.573 loss_bbox_1: 0.3041 loss_giou_1: 0.5015 loss_ce_2: 0.5388 loss_bbox_2: 0.2608 loss_giou_2: 0.4534 loss_ce_3: 0.5198 loss_bbox_3: 0.2555 loss_giou_3: 0.4484 loss_ce_4: 0.5349 loss_bbox_4: 0.2521 loss_giou_4: 0.4391 time: 0.2805 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:45] d2.utils.events INFO: eta: 1 day, 9:37:58 iter: 19939 total_loss: 8.409 loss_ce: 0.5071 loss_bbox: 0.2673 loss_giou: 0.473 loss_ce_0: 0.6657 loss_bbox_0: 0.4673 loss_giou_0: 0.7003 loss_ce_1: 0.5722 loss_bbox_1: 0.3222 loss_giou_1: 0.5399 loss_ce_2: 0.5227 loss_bbox_2: 0.2857 loss_giou_2: 0.5021 loss_ce_3: 0.5045 loss_bbox_3: 0.2776 loss_giou_3: 0.4827 loss_ce_4: 0.5064 loss_bbox_4: 0.2674 loss_giou_4: 0.4758 time: 0.2805 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:51] d2.utils.events INFO: eta: 1 day, 9:37:40 iter: 19959 total_loss: 8.453 loss_ce: 0.5392 loss_bbox: 0.2796 loss_giou: 0.4523 loss_ce_0: 0.6913 loss_bbox_0: 0.4838 loss_giou_0: 0.6688 loss_ce_1: 0.6057 loss_bbox_1: 0.342 loss_giou_1: 0.5278 loss_ce_2: 0.5656 loss_bbox_2: 0.3049 loss_giou_2: 0.4816 loss_ce_3: 0.5479 loss_bbox_3: 0.2848 loss_giou_3: 0.4633 loss_ce_4: 0.5332 loss_bbox_4: 0.2823 loss_giou_4: 0.4509 time: 0.2805 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 14:48:56] d2.utils.events INFO: eta: 1 day, 9:37:35 iter: 19979 total_loss: 7.962 loss_ce: 0.5163 loss_bbox: 0.2571 loss_giou: 0.4388 loss_ce_0: 0.6602 loss_bbox_0: 0.457 loss_giou_0: 0.6545 loss_ce_1: 0.5847 loss_bbox_1: 0.3148 loss_giou_1: 0.5138 loss_ce_2: 0.549 loss_bbox_2: 0.2817 loss_giou_2: 0.4694 loss_ce_3: 0.5323 loss_bbox_3: 0.2698 loss_giou_3: 0.4531 loss_ce_4: 0.5251 loss_bbox_4: 0.2597 loss_giou_4: 0.4488 time: 0.2805 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:02] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0019999.pth [11/02 14:49:04] d2.utils.events INFO: eta: 1 day, 9:37:29 iter: 19999 total_loss: 8.214 loss_ce: 0.5007 loss_bbox: 0.2867 loss_giou: 0.4408 loss_ce_0: 0.6621 loss_bbox_0: 0.4686 loss_giou_0: 0.6716 loss_ce_1: 0.5538 loss_bbox_1: 0.3357 loss_giou_1: 0.5119 loss_ce_2: 0.5205 loss_bbox_2: 0.3098 loss_giou_2: 0.4635 loss_ce_3: 0.4995 loss_bbox_3: 0.3024 loss_giou_3: 0.4536 loss_ce_4: 0.4979 loss_bbox_4: 0.2878 loss_giou_4: 0.4389 time: 0.2805 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:10] d2.utils.events INFO: eta: 1 day, 9:37:12 iter: 20019 total_loss: 8.916 loss_ce: 0.534 loss_bbox: 0.2874 loss_giou: 0.4758 loss_ce_0: 0.6708 loss_bbox_0: 0.4726 loss_giou_0: 0.7158 loss_ce_1: 0.5826 loss_bbox_1: 0.3381 loss_giou_1: 0.5412 loss_ce_2: 0.5711 loss_bbox_2: 0.3034 loss_giou_2: 0.4882 loss_ce_3: 0.5379 loss_bbox_3: 0.2974 loss_giou_3: 0.4831 loss_ce_4: 0.5399 loss_bbox_4: 0.2891 loss_giou_4: 0.4767 time: 0.2805 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:15] d2.utils.events INFO: eta: 1 day, 9:37:34 iter: 20039 total_loss: 8.753 loss_ce: 0.5487 loss_bbox: 0.2828 loss_giou: 0.4559 loss_ce_0: 0.6892 loss_bbox_0: 0.4585 loss_giou_0: 0.6671 loss_ce_1: 0.6017 loss_bbox_1: 0.3352 loss_giou_1: 0.5054 loss_ce_2: 0.5743 loss_bbox_2: 0.3018 loss_giou_2: 0.4702 loss_ce_3: 0.5483 loss_bbox_3: 0.2911 loss_giou_3: 0.4637 loss_ce_4: 0.5511 loss_bbox_4: 0.2843 loss_giou_4: 0.4609 time: 0.2805 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:21] d2.utils.events INFO: eta: 1 day, 9:37:22 iter: 20059 total_loss: 8.247 loss_ce: 0.5218 loss_bbox: 0.2727 loss_giou: 0.4359 loss_ce_0: 0.6591 loss_bbox_0: 0.4558 loss_giou_0: 0.6573 loss_ce_1: 0.5915 loss_bbox_1: 0.3348 loss_giou_1: 0.5309 loss_ce_2: 0.5595 loss_bbox_2: 0.3002 loss_giou_2: 0.4815 loss_ce_3: 0.5191 loss_bbox_3: 0.288 loss_giou_3: 0.438 loss_ce_4: 0.5263 loss_bbox_4: 0.2748 loss_giou_4: 0.4319 time: 0.2805 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:27] d2.utils.events INFO: eta: 1 day, 9:37:23 iter: 20079 total_loss: 8.318 loss_ce: 0.5685 loss_bbox: 0.2661 loss_giou: 0.4538 loss_ce_0: 0.6844 loss_bbox_0: 0.4464 loss_giou_0: 0.6667 loss_ce_1: 0.5971 loss_bbox_1: 0.3162 loss_giou_1: 0.5286 loss_ce_2: 0.5721 loss_bbox_2: 0.2823 loss_giou_2: 0.4775 loss_ce_3: 0.563 loss_bbox_3: 0.2743 loss_giou_3: 0.4674 loss_ce_4: 0.5714 loss_bbox_4: 0.265 loss_giou_4: 0.4535 time: 0.2805 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:32] d2.utils.events INFO: eta: 1 day, 9:37:36 iter: 20099 total_loss: 8.214 loss_ce: 0.4939 loss_bbox: 0.2734 loss_giou: 0.4431 loss_ce_0: 0.6368 loss_bbox_0: 0.452 loss_giou_0: 0.682 loss_ce_1: 0.5476 loss_bbox_1: 0.3207 loss_giou_1: 0.5096 loss_ce_2: 0.521 loss_bbox_2: 0.2934 loss_giou_2: 0.4581 loss_ce_3: 0.5038 loss_bbox_3: 0.2773 loss_giou_3: 0.4504 loss_ce_4: 0.4921 loss_bbox_4: 0.2718 loss_giou_4: 0.4449 time: 0.2805 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:38] d2.utils.events INFO: eta: 1 day, 9:38:27 iter: 20119 total_loss: 8.36 loss_ce: 0.5271 loss_bbox: 0.2806 loss_giou: 0.4581 loss_ce_0: 0.6655 loss_bbox_0: 0.4351 loss_giou_0: 0.7103 loss_ce_1: 0.6014 loss_bbox_1: 0.3153 loss_giou_1: 0.5285 loss_ce_2: 0.5442 loss_bbox_2: 0.2858 loss_giou_2: 0.487 loss_ce_3: 0.5326 loss_bbox_3: 0.2816 loss_giou_3: 0.4706 loss_ce_4: 0.5288 loss_bbox_4: 0.2781 loss_giou_4: 0.4596 time: 0.2805 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:44] d2.utils.events INFO: eta: 1 day, 9:37:35 iter: 20139 total_loss: 8.139 loss_ce: 0.5229 loss_bbox: 0.2738 loss_giou: 0.4304 loss_ce_0: 0.6847 loss_bbox_0: 0.4388 loss_giou_0: 0.6315 loss_ce_1: 0.5755 loss_bbox_1: 0.3083 loss_giou_1: 0.494 loss_ce_2: 0.5367 loss_bbox_2: 0.2946 loss_giou_2: 0.4584 loss_ce_3: 0.5217 loss_bbox_3: 0.2799 loss_giou_3: 0.4418 loss_ce_4: 0.5132 loss_bbox_4: 0.2737 loss_giou_4: 0.433 time: 0.2805 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:49] d2.utils.events INFO: eta: 1 day, 9:37:29 iter: 20159 total_loss: 8.18 loss_ce: 0.5045 loss_bbox: 0.2751 loss_giou: 0.4251 loss_ce_0: 0.6456 loss_bbox_0: 0.4399 loss_giou_0: 0.6316 loss_ce_1: 0.5418 loss_bbox_1: 0.3265 loss_giou_1: 0.5025 loss_ce_2: 0.5162 loss_bbox_2: 0.2837 loss_giou_2: 0.4513 loss_ce_3: 0.5081 loss_bbox_3: 0.2772 loss_giou_3: 0.4342 loss_ce_4: 0.498 loss_bbox_4: 0.2705 loss_giou_4: 0.4262 time: 0.2805 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 14:49:55] d2.utils.events INFO: eta: 1 day, 9:37:08 iter: 20179 total_loss: 8.284 loss_ce: 0.5131 loss_bbox: 0.2731 loss_giou: 0.4525 loss_ce_0: 0.6685 loss_bbox_0: 0.4511 loss_giou_0: 0.671 loss_ce_1: 0.5584 loss_bbox_1: 0.3125 loss_giou_1: 0.5033 loss_ce_2: 0.524 loss_bbox_2: 0.2801 loss_giou_2: 0.4717 loss_ce_3: 0.512 loss_bbox_3: 0.2674 loss_giou_3: 0.4527 loss_ce_4: 0.5163 loss_bbox_4: 0.2686 loss_giou_4: 0.4473 time: 0.2805 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:01] d2.utils.events INFO: eta: 1 day, 9:36:47 iter: 20199 total_loss: 8.321 loss_ce: 0.5115 loss_bbox: 0.2811 loss_giou: 0.4461 loss_ce_0: 0.659 loss_bbox_0: 0.4462 loss_giou_0: 0.6575 loss_ce_1: 0.5514 loss_bbox_1: 0.3243 loss_giou_1: 0.5083 loss_ce_2: 0.5253 loss_bbox_2: 0.2888 loss_giou_2: 0.4681 loss_ce_3: 0.5095 loss_bbox_3: 0.2928 loss_giou_3: 0.4501 loss_ce_4: 0.5015 loss_bbox_4: 0.2891 loss_giou_4: 0.4499 time: 0.2805 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:06] d2.utils.events INFO: eta: 1 day, 9:36:32 iter: 20219 total_loss: 7.843 loss_ce: 0.5016 loss_bbox: 0.2626 loss_giou: 0.4244 loss_ce_0: 0.6241 loss_bbox_0: 0.4268 loss_giou_0: 0.6503 loss_ce_1: 0.532 loss_bbox_1: 0.3037 loss_giou_1: 0.5116 loss_ce_2: 0.5046 loss_bbox_2: 0.2816 loss_giou_2: 0.4597 loss_ce_3: 0.4952 loss_bbox_3: 0.2721 loss_giou_3: 0.441 loss_ce_4: 0.5036 loss_bbox_4: 0.2607 loss_giou_4: 0.4309 time: 0.2805 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:12] d2.utils.events INFO: eta: 1 day, 9:35:42 iter: 20239 total_loss: 8.119 loss_ce: 0.4795 loss_bbox: 0.2876 loss_giou: 0.4498 loss_ce_0: 0.647 loss_bbox_0: 0.457 loss_giou_0: 0.646 loss_ce_1: 0.5583 loss_bbox_1: 0.3428 loss_giou_1: 0.5187 loss_ce_2: 0.502 loss_bbox_2: 0.3066 loss_giou_2: 0.4676 loss_ce_3: 0.4793 loss_bbox_3: 0.2965 loss_giou_3: 0.4486 loss_ce_4: 0.4804 loss_bbox_4: 0.2909 loss_giou_4: 0.4529 time: 0.2805 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:18] d2.utils.events INFO: eta: 1 day, 9:35:29 iter: 20259 total_loss: 8.221 loss_ce: 0.5134 loss_bbox: 0.2757 loss_giou: 0.4338 loss_ce_0: 0.6559 loss_bbox_0: 0.4611 loss_giou_0: 0.6282 loss_ce_1: 0.5598 loss_bbox_1: 0.3235 loss_giou_1: 0.4932 loss_ce_2: 0.5239 loss_bbox_2: 0.2976 loss_giou_2: 0.4546 loss_ce_3: 0.5144 loss_bbox_3: 0.2802 loss_giou_3: 0.4412 loss_ce_4: 0.5109 loss_bbox_4: 0.2779 loss_giou_4: 0.4353 time: 0.2805 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:23] d2.utils.events INFO: eta: 1 day, 9:35:34 iter: 20279 total_loss: 7.866 loss_ce: 0.5132 loss_bbox: 0.2541 loss_giou: 0.4146 loss_ce_0: 0.6612 loss_bbox_0: 0.4389 loss_giou_0: 0.6269 loss_ce_1: 0.5677 loss_bbox_1: 0.2932 loss_giou_1: 0.4773 loss_ce_2: 0.5359 loss_bbox_2: 0.2687 loss_giou_2: 0.431 loss_ce_3: 0.5241 loss_bbox_3: 0.2603 loss_giou_3: 0.4222 loss_ce_4: 0.5173 loss_bbox_4: 0.2558 loss_giou_4: 0.4157 time: 0.2805 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:29] d2.utils.events INFO: eta: 1 day, 9:35:18 iter: 20299 total_loss: 8.331 loss_ce: 0.502 loss_bbox: 0.2724 loss_giou: 0.4586 loss_ce_0: 0.6457 loss_bbox_0: 0.4563 loss_giou_0: 0.688 loss_ce_1: 0.5603 loss_bbox_1: 0.3268 loss_giou_1: 0.5283 loss_ce_2: 0.5282 loss_bbox_2: 0.2932 loss_giou_2: 0.4836 loss_ce_3: 0.5097 loss_bbox_3: 0.2728 loss_giou_3: 0.47 loss_ce_4: 0.4984 loss_bbox_4: 0.2691 loss_giou_4: 0.4682 time: 0.2805 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:35] d2.utils.events INFO: eta: 1 day, 9:33:47 iter: 20319 total_loss: 8.084 loss_ce: 0.4861 loss_bbox: 0.278 loss_giou: 0.4464 loss_ce_0: 0.6477 loss_bbox_0: 0.4431 loss_giou_0: 0.6464 loss_ce_1: 0.5678 loss_bbox_1: 0.3047 loss_giou_1: 0.5149 loss_ce_2: 0.522 loss_bbox_2: 0.2877 loss_giou_2: 0.4765 loss_ce_3: 0.4982 loss_bbox_3: 0.2832 loss_giou_3: 0.4576 loss_ce_4: 0.4964 loss_bbox_4: 0.2829 loss_giou_4: 0.4472 time: 0.2805 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:40] d2.utils.events INFO: eta: 1 day, 9:35:07 iter: 20339 total_loss: 8.496 loss_ce: 0.5395 loss_bbox: 0.2942 loss_giou: 0.4609 loss_ce_0: 0.6925 loss_bbox_0: 0.4743 loss_giou_0: 0.6854 loss_ce_1: 0.5814 loss_bbox_1: 0.345 loss_giou_1: 0.5364 loss_ce_2: 0.5593 loss_bbox_2: 0.3069 loss_giou_2: 0.4843 loss_ce_3: 0.5364 loss_bbox_3: 0.3041 loss_giou_3: 0.4695 loss_ce_4: 0.5298 loss_bbox_4: 0.2933 loss_giou_4: 0.4666 time: 0.2805 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:46] d2.utils.events INFO: eta: 1 day, 9:34:02 iter: 20359 total_loss: 8.041 loss_ce: 0.5098 loss_bbox: 0.2686 loss_giou: 0.4552 loss_ce_0: 0.6416 loss_bbox_0: 0.458 loss_giou_0: 0.6729 loss_ce_1: 0.55 loss_bbox_1: 0.3157 loss_giou_1: 0.5196 loss_ce_2: 0.5224 loss_bbox_2: 0.279 loss_giou_2: 0.4744 loss_ce_3: 0.5041 loss_bbox_3: 0.2705 loss_giou_3: 0.4669 loss_ce_4: 0.4946 loss_bbox_4: 0.2657 loss_giou_4: 0.458 time: 0.2805 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:52] d2.utils.events INFO: eta: 1 day, 9:33:56 iter: 20379 total_loss: 8.023 loss_ce: 0.4766 loss_bbox: 0.2796 loss_giou: 0.4417 loss_ce_0: 0.6514 loss_bbox_0: 0.4238 loss_giou_0: 0.6764 loss_ce_1: 0.5577 loss_bbox_1: 0.3142 loss_giou_1: 0.5071 loss_ce_2: 0.5148 loss_bbox_2: 0.2872 loss_giou_2: 0.4652 loss_ce_3: 0.4915 loss_bbox_3: 0.2818 loss_giou_3: 0.4526 loss_ce_4: 0.4871 loss_bbox_4: 0.2764 loss_giou_4: 0.4434 time: 0.2805 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 14:50:57] d2.utils.events INFO: eta: 1 day, 9:32:56 iter: 20399 total_loss: 8.056 loss_ce: 0.508 loss_bbox: 0.2633 loss_giou: 0.4348 loss_ce_0: 0.6571 loss_bbox_0: 0.4534 loss_giou_0: 0.6448 loss_ce_1: 0.5681 loss_bbox_1: 0.3139 loss_giou_1: 0.4936 loss_ce_2: 0.5271 loss_bbox_2: 0.2818 loss_giou_2: 0.454 loss_ce_3: 0.5245 loss_bbox_3: 0.2727 loss_giou_3: 0.4432 loss_ce_4: 0.5037 loss_bbox_4: 0.2659 loss_giou_4: 0.4378 time: 0.2805 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:03] d2.utils.events INFO: eta: 1 day, 9:32:05 iter: 20419 total_loss: 7.941 loss_ce: 0.4967 loss_bbox: 0.2662 loss_giou: 0.436 loss_ce_0: 0.6418 loss_bbox_0: 0.437 loss_giou_0: 0.6498 loss_ce_1: 0.5575 loss_bbox_1: 0.3023 loss_giou_1: 0.5086 loss_ce_2: 0.5218 loss_bbox_2: 0.2744 loss_giou_2: 0.4618 loss_ce_3: 0.5008 loss_bbox_3: 0.2718 loss_giou_3: 0.4481 loss_ce_4: 0.4872 loss_bbox_4: 0.2686 loss_giou_4: 0.4392 time: 0.2805 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:09] d2.utils.events INFO: eta: 1 day, 9:32:21 iter: 20439 total_loss: 8.116 loss_ce: 0.5242 loss_bbox: 0.2749 loss_giou: 0.4174 loss_ce_0: 0.654 loss_bbox_0: 0.4658 loss_giou_0: 0.6218 loss_ce_1: 0.5779 loss_bbox_1: 0.3322 loss_giou_1: 0.4813 loss_ce_2: 0.5388 loss_bbox_2: 0.2992 loss_giou_2: 0.4369 loss_ce_3: 0.5178 loss_bbox_3: 0.2844 loss_giou_3: 0.4208 loss_ce_4: 0.5156 loss_bbox_4: 0.2795 loss_giou_4: 0.419 time: 0.2805 data_time: 0.0356 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:15] d2.utils.events INFO: eta: 1 day, 9:31:57 iter: 20459 total_loss: 8.151 loss_ce: 0.5118 loss_bbox: 0.2825 loss_giou: 0.4299 loss_ce_0: 0.6551 loss_bbox_0: 0.4632 loss_giou_0: 0.657 loss_ce_1: 0.5689 loss_bbox_1: 0.3341 loss_giou_1: 0.5009 loss_ce_2: 0.5329 loss_bbox_2: 0.2989 loss_giou_2: 0.457 loss_ce_3: 0.5167 loss_bbox_3: 0.2926 loss_giou_3: 0.4371 loss_ce_4: 0.5092 loss_bbox_4: 0.2885 loss_giou_4: 0.4342 time: 0.2805 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:20] d2.utils.events INFO: eta: 1 day, 9:31:45 iter: 20479 total_loss: 8.31 loss_ce: 0.5463 loss_bbox: 0.2584 loss_giou: 0.4572 loss_ce_0: 0.6668 loss_bbox_0: 0.4441 loss_giou_0: 0.6572 loss_ce_1: 0.579 loss_bbox_1: 0.318 loss_giou_1: 0.5124 loss_ce_2: 0.541 loss_bbox_2: 0.2805 loss_giou_2: 0.4713 loss_ce_3: 0.5411 loss_bbox_3: 0.2703 loss_giou_3: 0.4677 loss_ce_4: 0.5375 loss_bbox_4: 0.2618 loss_giou_4: 0.4618 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:26] d2.utils.events INFO: eta: 1 day, 9:31:28 iter: 20499 total_loss: 8.353 loss_ce: 0.5073 loss_bbox: 0.2687 loss_giou: 0.4641 loss_ce_0: 0.648 loss_bbox_0: 0.4448 loss_giou_0: 0.6972 loss_ce_1: 0.5607 loss_bbox_1: 0.3154 loss_giou_1: 0.5356 loss_ce_2: 0.5321 loss_bbox_2: 0.2846 loss_giou_2: 0.4938 loss_ce_3: 0.5053 loss_bbox_3: 0.2763 loss_giou_3: 0.4749 loss_ce_4: 0.5038 loss_bbox_4: 0.2701 loss_giou_4: 0.4692 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:31] d2.utils.events INFO: eta: 1 day, 9:31:40 iter: 20519 total_loss: 8.269 loss_ce: 0.5294 loss_bbox: 0.2812 loss_giou: 0.4637 loss_ce_0: 0.6758 loss_bbox_0: 0.4556 loss_giou_0: 0.6922 loss_ce_1: 0.5827 loss_bbox_1: 0.331 loss_giou_1: 0.5427 loss_ce_2: 0.5509 loss_bbox_2: 0.294 loss_giou_2: 0.4908 loss_ce_3: 0.5208 loss_bbox_3: 0.2855 loss_giou_3: 0.4772 loss_ce_4: 0.5279 loss_bbox_4: 0.284 loss_giou_4: 0.4674 time: 0.2804 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:37] d2.utils.events INFO: eta: 1 day, 9:31:53 iter: 20539 total_loss: 8.603 loss_ce: 0.5352 loss_bbox: 0.263 loss_giou: 0.4671 loss_ce_0: 0.6945 loss_bbox_0: 0.4507 loss_giou_0: 0.7151 loss_ce_1: 0.6046 loss_bbox_1: 0.3182 loss_giou_1: 0.5472 loss_ce_2: 0.5601 loss_bbox_2: 0.2811 loss_giou_2: 0.4853 loss_ce_3: 0.5365 loss_bbox_3: 0.2764 loss_giou_3: 0.4723 loss_ce_4: 0.5292 loss_bbox_4: 0.2706 loss_giou_4: 0.4699 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:43] d2.utils.events INFO: eta: 1 day, 9:31:53 iter: 20559 total_loss: 8.113 loss_ce: 0.5212 loss_bbox: 0.2713 loss_giou: 0.4288 loss_ce_0: 0.6761 loss_bbox_0: 0.4422 loss_giou_0: 0.6543 loss_ce_1: 0.5685 loss_bbox_1: 0.3115 loss_giou_1: 0.4982 loss_ce_2: 0.5352 loss_bbox_2: 0.28 loss_giou_2: 0.4446 loss_ce_3: 0.5154 loss_bbox_3: 0.2775 loss_giou_3: 0.4409 loss_ce_4: 0.5107 loss_bbox_4: 0.2732 loss_giou_4: 0.4384 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:49] d2.utils.events INFO: eta: 1 day, 9:31:55 iter: 20579 total_loss: 8.243 loss_ce: 0.5369 loss_bbox: 0.2659 loss_giou: 0.4324 loss_ce_0: 0.6752 loss_bbox_0: 0.4305 loss_giou_0: 0.6695 loss_ce_1: 0.5857 loss_bbox_1: 0.3027 loss_giou_1: 0.4973 loss_ce_2: 0.5547 loss_bbox_2: 0.2818 loss_giou_2: 0.4592 loss_ce_3: 0.5421 loss_bbox_3: 0.2695 loss_giou_3: 0.4423 loss_ce_4: 0.5378 loss_bbox_4: 0.2654 loss_giou_4: 0.436 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 14:51:54] d2.utils.events INFO: eta: 1 day, 9:31:42 iter: 20599 total_loss: 8.271 loss_ce: 0.5124 loss_bbox: 0.2568 loss_giou: 0.4325 loss_ce_0: 0.667 loss_bbox_0: 0.4409 loss_giou_0: 0.6686 loss_ce_1: 0.5804 loss_bbox_1: 0.308 loss_giou_1: 0.5048 loss_ce_2: 0.5379 loss_bbox_2: 0.2719 loss_giou_2: 0.4556 loss_ce_3: 0.5203 loss_bbox_3: 0.2667 loss_giou_3: 0.4459 loss_ce_4: 0.5093 loss_bbox_4: 0.258 loss_giou_4: 0.4354 time: 0.2804 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:00] d2.utils.events INFO: eta: 1 day, 9:31:09 iter: 20619 total_loss: 7.746 loss_ce: 0.5049 loss_bbox: 0.2494 loss_giou: 0.4282 loss_ce_0: 0.6585 loss_bbox_0: 0.4575 loss_giou_0: 0.673 loss_ce_1: 0.5653 loss_bbox_1: 0.318 loss_giou_1: 0.5098 loss_ce_2: 0.5363 loss_bbox_2: 0.2693 loss_giou_2: 0.4556 loss_ce_3: 0.5184 loss_bbox_3: 0.2565 loss_giou_3: 0.4394 loss_ce_4: 0.5158 loss_bbox_4: 0.2556 loss_giou_4: 0.4312 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:06] d2.utils.events INFO: eta: 1 day, 9:31:02 iter: 20639 total_loss: 7.673 loss_ce: 0.4952 loss_bbox: 0.2402 loss_giou: 0.4302 loss_ce_0: 0.6492 loss_bbox_0: 0.4248 loss_giou_0: 0.6518 loss_ce_1: 0.5401 loss_bbox_1: 0.2943 loss_giou_1: 0.4947 loss_ce_2: 0.5272 loss_bbox_2: 0.2589 loss_giou_2: 0.4452 loss_ce_3: 0.5005 loss_bbox_3: 0.2487 loss_giou_3: 0.433 loss_ce_4: 0.4916 loss_bbox_4: 0.2458 loss_giou_4: 0.4309 time: 0.2804 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:11] d2.utils.events INFO: eta: 1 day, 9:30:11 iter: 20659 total_loss: 7.87 loss_ce: 0.5182 loss_bbox: 0.2552 loss_giou: 0.4161 loss_ce_0: 0.6444 loss_bbox_0: 0.4633 loss_giou_0: 0.6276 loss_ce_1: 0.5601 loss_bbox_1: 0.3118 loss_giou_1: 0.4719 loss_ce_2: 0.5181 loss_bbox_2: 0.2811 loss_giou_2: 0.4288 loss_ce_3: 0.5132 loss_bbox_3: 0.2625 loss_giou_3: 0.42 loss_ce_4: 0.5144 loss_bbox_4: 0.2619 loss_giou_4: 0.4155 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:17] d2.utils.events INFO: eta: 1 day, 9:29:40 iter: 20679 total_loss: 8.042 loss_ce: 0.4941 loss_bbox: 0.2552 loss_giou: 0.4253 loss_ce_0: 0.6454 loss_bbox_0: 0.4421 loss_giou_0: 0.6428 loss_ce_1: 0.5563 loss_bbox_1: 0.3026 loss_giou_1: 0.4889 loss_ce_2: 0.511 loss_bbox_2: 0.2793 loss_giou_2: 0.4467 loss_ce_3: 0.4845 loss_bbox_3: 0.2634 loss_giou_3: 0.4391 loss_ce_4: 0.4934 loss_bbox_4: 0.254 loss_giou_4: 0.4285 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:23] d2.utils.events INFO: eta: 1 day, 9:29:56 iter: 20699 total_loss: 8.351 loss_ce: 0.5232 loss_bbox: 0.2667 loss_giou: 0.438 loss_ce_0: 0.6948 loss_bbox_0: 0.4634 loss_giou_0: 0.6838 loss_ce_1: 0.5865 loss_bbox_1: 0.3176 loss_giou_1: 0.5173 loss_ce_2: 0.5385 loss_bbox_2: 0.2811 loss_giou_2: 0.4634 loss_ce_3: 0.5202 loss_bbox_3: 0.2748 loss_giou_3: 0.4529 loss_ce_4: 0.5169 loss_bbox_4: 0.2747 loss_giou_4: 0.4486 time: 0.2804 data_time: 0.0354 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:28] d2.utils.events INFO: eta: 1 day, 9:30:24 iter: 20719 total_loss: 8.342 loss_ce: 0.5187 loss_bbox: 0.267 loss_giou: 0.4308 loss_ce_0: 0.666 loss_bbox_0: 0.4466 loss_giou_0: 0.6576 loss_ce_1: 0.5845 loss_bbox_1: 0.3247 loss_giou_1: 0.5077 loss_ce_2: 0.5458 loss_bbox_2: 0.2866 loss_giou_2: 0.4512 loss_ce_3: 0.5221 loss_bbox_3: 0.2755 loss_giou_3: 0.4387 loss_ce_4: 0.5236 loss_bbox_4: 0.2699 loss_giou_4: 0.4355 time: 0.2804 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:34] d2.utils.events INFO: eta: 1 day, 9:29:42 iter: 20739 total_loss: 8.172 loss_ce: 0.5283 loss_bbox: 0.2981 loss_giou: 0.4583 loss_ce_0: 0.6644 loss_bbox_0: 0.4622 loss_giou_0: 0.6449 loss_ce_1: 0.5619 loss_bbox_1: 0.3399 loss_giou_1: 0.5225 loss_ce_2: 0.5295 loss_bbox_2: 0.3167 loss_giou_2: 0.471 loss_ce_3: 0.5204 loss_bbox_3: 0.3122 loss_giou_3: 0.4575 loss_ce_4: 0.5263 loss_bbox_4: 0.3027 loss_giou_4: 0.4506 time: 0.2804 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:39] d2.utils.events INFO: eta: 1 day, 9:29:43 iter: 20759 total_loss: 8.109 loss_ce: 0.501 loss_bbox: 0.2702 loss_giou: 0.4507 loss_ce_0: 0.6532 loss_bbox_0: 0.4565 loss_giou_0: 0.6619 loss_ce_1: 0.5516 loss_bbox_1: 0.3082 loss_giou_1: 0.5096 loss_ce_2: 0.5125 loss_bbox_2: 0.2792 loss_giou_2: 0.4695 loss_ce_3: 0.5026 loss_bbox_3: 0.2725 loss_giou_3: 0.4538 loss_ce_4: 0.5002 loss_bbox_4: 0.2672 loss_giou_4: 0.4477 time: 0.2804 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:45] d2.utils.events INFO: eta: 1 day, 9:29:37 iter: 20779 total_loss: 7.894 loss_ce: 0.5044 loss_bbox: 0.2712 loss_giou: 0.4197 loss_ce_0: 0.6561 loss_bbox_0: 0.4498 loss_giou_0: 0.6317 loss_ce_1: 0.5651 loss_bbox_1: 0.3105 loss_giou_1: 0.4812 loss_ce_2: 0.5277 loss_bbox_2: 0.2834 loss_giou_2: 0.4369 loss_ce_3: 0.5077 loss_bbox_3: 0.2735 loss_giou_3: 0.4239 loss_ce_4: 0.5061 loss_bbox_4: 0.2698 loss_giou_4: 0.4193 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:51] d2.utils.events INFO: eta: 1 day, 9:29:26 iter: 20799 total_loss: 7.885 loss_ce: 0.4583 loss_bbox: 0.263 loss_giou: 0.4409 loss_ce_0: 0.6352 loss_bbox_0: 0.4347 loss_giou_0: 0.6826 loss_ce_1: 0.5469 loss_bbox_1: 0.3056 loss_giou_1: 0.5101 loss_ce_2: 0.4916 loss_bbox_2: 0.2714 loss_giou_2: 0.4563 loss_ce_3: 0.4781 loss_bbox_3: 0.2597 loss_giou_3: 0.4443 loss_ce_4: 0.4573 loss_bbox_4: 0.2579 loss_giou_4: 0.4435 time: 0.2804 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 14:52:57] d2.utils.events INFO: eta: 1 day, 9:28:37 iter: 20819 total_loss: 7.912 loss_ce: 0.4761 loss_bbox: 0.2522 loss_giou: 0.4516 loss_ce_0: 0.6229 loss_bbox_0: 0.4322 loss_giou_0: 0.6631 loss_ce_1: 0.5334 loss_bbox_1: 0.3046 loss_giou_1: 0.5061 loss_ce_2: 0.5004 loss_bbox_2: 0.2681 loss_giou_2: 0.4637 loss_ce_3: 0.478 loss_bbox_3: 0.2605 loss_giou_3: 0.4553 loss_ce_4: 0.4737 loss_bbox_4: 0.2579 loss_giou_4: 0.4584 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:02] d2.utils.events INFO: eta: 1 day, 9:27:44 iter: 20839 total_loss: 8.458 loss_ce: 0.5194 loss_bbox: 0.2624 loss_giou: 0.4448 loss_ce_0: 0.6673 loss_bbox_0: 0.4641 loss_giou_0: 0.6712 loss_ce_1: 0.5787 loss_bbox_1: 0.3304 loss_giou_1: 0.5267 loss_ce_2: 0.5486 loss_bbox_2: 0.2908 loss_giou_2: 0.4809 loss_ce_3: 0.5264 loss_bbox_3: 0.2724 loss_giou_3: 0.4549 loss_ce_4: 0.5228 loss_bbox_4: 0.2662 loss_giou_4: 0.4478 time: 0.2804 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:08] d2.utils.events INFO: eta: 1 day, 9:27:51 iter: 20859 total_loss: 8.227 loss_ce: 0.4803 loss_bbox: 0.2644 loss_giou: 0.449 loss_ce_0: 0.6493 loss_bbox_0: 0.4525 loss_giou_0: 0.662 loss_ce_1: 0.5638 loss_bbox_1: 0.3151 loss_giou_1: 0.5148 loss_ce_2: 0.5193 loss_bbox_2: 0.2785 loss_giou_2: 0.4703 loss_ce_3: 0.4887 loss_bbox_3: 0.2766 loss_giou_3: 0.4532 loss_ce_4: 0.4839 loss_bbox_4: 0.2691 loss_giou_4: 0.4512 time: 0.2804 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:13] d2.utils.events INFO: eta: 1 day, 9:28:52 iter: 20879 total_loss: 7.674 loss_ce: 0.4675 loss_bbox: 0.2522 loss_giou: 0.4363 loss_ce_0: 0.6366 loss_bbox_0: 0.4267 loss_giou_0: 0.6367 loss_ce_1: 0.5368 loss_bbox_1: 0.3087 loss_giou_1: 0.4927 loss_ce_2: 0.5046 loss_bbox_2: 0.2653 loss_giou_2: 0.4634 loss_ce_3: 0.4767 loss_bbox_3: 0.2481 loss_giou_3: 0.4451 loss_ce_4: 0.4672 loss_bbox_4: 0.2511 loss_giou_4: 0.4358 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:19] d2.utils.events INFO: eta: 1 day, 9:28:14 iter: 20899 total_loss: 8.371 loss_ce: 0.5261 loss_bbox: 0.2606 loss_giou: 0.4399 loss_ce_0: 0.68 loss_bbox_0: 0.4462 loss_giou_0: 0.6789 loss_ce_1: 0.6018 loss_bbox_1: 0.3199 loss_giou_1: 0.5084 loss_ce_2: 0.539 loss_bbox_2: 0.285 loss_giou_2: 0.467 loss_ce_3: 0.5242 loss_bbox_3: 0.2719 loss_giou_3: 0.4474 loss_ce_4: 0.5143 loss_bbox_4: 0.271 loss_giou_4: 0.4399 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:25] d2.utils.events INFO: eta: 1 day, 9:28:41 iter: 20919 total_loss: 8.221 loss_ce: 0.5272 loss_bbox: 0.2614 loss_giou: 0.4596 loss_ce_0: 0.6805 loss_bbox_0: 0.4498 loss_giou_0: 0.6857 loss_ce_1: 0.5766 loss_bbox_1: 0.3214 loss_giou_1: 0.5329 loss_ce_2: 0.5543 loss_bbox_2: 0.2913 loss_giou_2: 0.4859 loss_ce_3: 0.5373 loss_bbox_3: 0.2738 loss_giou_3: 0.4703 loss_ce_4: 0.5261 loss_bbox_4: 0.2666 loss_giou_4: 0.4666 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:31] d2.utils.events INFO: eta: 1 day, 9:27:27 iter: 20939 total_loss: 8.23 loss_ce: 0.5107 loss_bbox: 0.266 loss_giou: 0.4511 loss_ce_0: 0.6555 loss_bbox_0: 0.439 loss_giou_0: 0.6504 loss_ce_1: 0.5656 loss_bbox_1: 0.323 loss_giou_1: 0.5061 loss_ce_2: 0.5318 loss_bbox_2: 0.2807 loss_giou_2: 0.469 loss_ce_3: 0.5116 loss_bbox_3: 0.2691 loss_giou_3: 0.4631 loss_ce_4: 0.5062 loss_bbox_4: 0.2663 loss_giou_4: 0.4565 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:36] d2.utils.events INFO: eta: 1 day, 9:27:00 iter: 20959 total_loss: 8.448 loss_ce: 0.5264 loss_bbox: 0.2666 loss_giou: 0.4443 loss_ce_0: 0.6496 loss_bbox_0: 0.4389 loss_giou_0: 0.6884 loss_ce_1: 0.5717 loss_bbox_1: 0.315 loss_giou_1: 0.5385 loss_ce_2: 0.5381 loss_bbox_2: 0.2781 loss_giou_2: 0.4744 loss_ce_3: 0.5197 loss_bbox_3: 0.2715 loss_giou_3: 0.4605 loss_ce_4: 0.5165 loss_bbox_4: 0.2639 loss_giou_4: 0.4472 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:42] d2.utils.events INFO: eta: 1 day, 9:26:45 iter: 20979 total_loss: 8.041 loss_ce: 0.5225 loss_bbox: 0.2594 loss_giou: 0.4136 loss_ce_0: 0.6553 loss_bbox_0: 0.4359 loss_giou_0: 0.639 loss_ce_1: 0.5653 loss_bbox_1: 0.3208 loss_giou_1: 0.4835 loss_ce_2: 0.5353 loss_bbox_2: 0.2786 loss_giou_2: 0.4406 loss_ce_3: 0.5281 loss_bbox_3: 0.2663 loss_giou_3: 0.422 loss_ce_4: 0.5276 loss_bbox_4: 0.2604 loss_giou_4: 0.4185 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:47] d2.utils.events INFO: eta: 1 day, 9:26:19 iter: 20999 total_loss: 7.712 loss_ce: 0.5036 loss_bbox: 0.2645 loss_giou: 0.4262 loss_ce_0: 0.647 loss_bbox_0: 0.442 loss_giou_0: 0.6416 loss_ce_1: 0.5656 loss_bbox_1: 0.3101 loss_giou_1: 0.4935 loss_ce_2: 0.5306 loss_bbox_2: 0.2718 loss_giou_2: 0.4435 loss_ce_3: 0.5047 loss_bbox_3: 0.2645 loss_giou_3: 0.434 loss_ce_4: 0.4973 loss_bbox_4: 0.2635 loss_giou_4: 0.4292 time: 0.2804 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:53] d2.utils.events INFO: eta: 1 day, 9:25:44 iter: 21019 total_loss: 8.302 loss_ce: 0.5157 loss_bbox: 0.272 loss_giou: 0.4231 loss_ce_0: 0.6693 loss_bbox_0: 0.4574 loss_giou_0: 0.6606 loss_ce_1: 0.5795 loss_bbox_1: 0.3181 loss_giou_1: 0.4956 loss_ce_2: 0.5456 loss_bbox_2: 0.2879 loss_giou_2: 0.4478 loss_ce_3: 0.5219 loss_bbox_3: 0.2842 loss_giou_3: 0.4365 loss_ce_4: 0.5172 loss_bbox_4: 0.2738 loss_giou_4: 0.427 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 14:53:59] d2.utils.events INFO: eta: 1 day, 9:25:05 iter: 21039 total_loss: 8.125 loss_ce: 0.5086 loss_bbox: 0.2679 loss_giou: 0.4402 loss_ce_0: 0.6534 loss_bbox_0: 0.445 loss_giou_0: 0.638 loss_ce_1: 0.567 loss_bbox_1: 0.31 loss_giou_1: 0.5104 loss_ce_2: 0.5316 loss_bbox_2: 0.2823 loss_giou_2: 0.4755 loss_ce_3: 0.5071 loss_bbox_3: 0.2781 loss_giou_3: 0.4554 loss_ce_4: 0.4981 loss_bbox_4: 0.2698 loss_giou_4: 0.4468 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:04] d2.utils.events INFO: eta: 1 day, 9:24:21 iter: 21059 total_loss: 7.915 loss_ce: 0.5066 loss_bbox: 0.2822 loss_giou: 0.4299 loss_ce_0: 0.656 loss_bbox_0: 0.4554 loss_giou_0: 0.6351 loss_ce_1: 0.5643 loss_bbox_1: 0.3169 loss_giou_1: 0.4903 loss_ce_2: 0.5247 loss_bbox_2: 0.2931 loss_giou_2: 0.4472 loss_ce_3: 0.5083 loss_bbox_3: 0.2819 loss_giou_3: 0.4356 loss_ce_4: 0.5083 loss_bbox_4: 0.279 loss_giou_4: 0.4345 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:10] d2.utils.events INFO: eta: 1 day, 9:23:55 iter: 21079 total_loss: 8.092 loss_ce: 0.5023 loss_bbox: 0.255 loss_giou: 0.4371 loss_ce_0: 0.6676 loss_bbox_0: 0.4578 loss_giou_0: 0.6673 loss_ce_1: 0.5686 loss_bbox_1: 0.3026 loss_giou_1: 0.5032 loss_ce_2: 0.508 loss_bbox_2: 0.2733 loss_giou_2: 0.4613 loss_ce_3: 0.5019 loss_bbox_3: 0.2728 loss_giou_3: 0.4497 loss_ce_4: 0.4976 loss_bbox_4: 0.2591 loss_giou_4: 0.4415 time: 0.2804 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:16] d2.utils.events INFO: eta: 1 day, 9:22:47 iter: 21099 total_loss: 8.61 loss_ce: 0.5359 loss_bbox: 0.2999 loss_giou: 0.4378 loss_ce_0: 0.6679 loss_bbox_0: 0.4885 loss_giou_0: 0.6726 loss_ce_1: 0.5984 loss_bbox_1: 0.3573 loss_giou_1: 0.5116 loss_ce_2: 0.5623 loss_bbox_2: 0.3193 loss_giou_2: 0.4686 loss_ce_3: 0.545 loss_bbox_3: 0.307 loss_giou_3: 0.458 loss_ce_4: 0.5437 loss_bbox_4: 0.3016 loss_giou_4: 0.4444 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:21] d2.utils.events INFO: eta: 1 day, 9:22:24 iter: 21119 total_loss: 8.138 loss_ce: 0.5165 loss_bbox: 0.2758 loss_giou: 0.4488 loss_ce_0: 0.6743 loss_bbox_0: 0.4318 loss_giou_0: 0.6401 loss_ce_1: 0.5903 loss_bbox_1: 0.3194 loss_giou_1: 0.5136 loss_ce_2: 0.5503 loss_bbox_2: 0.2814 loss_giou_2: 0.4683 loss_ce_3: 0.5209 loss_bbox_3: 0.2767 loss_giou_3: 0.4472 loss_ce_4: 0.5146 loss_bbox_4: 0.2737 loss_giou_4: 0.4463 time: 0.2804 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:27] d2.utils.events INFO: eta: 1 day, 9:21:32 iter: 21139 total_loss: 7.999 loss_ce: 0.518 loss_bbox: 0.2523 loss_giou: 0.4166 loss_ce_0: 0.6739 loss_bbox_0: 0.4339 loss_giou_0: 0.6595 loss_ce_1: 0.5801 loss_bbox_1: 0.2948 loss_giou_1: 0.5017 loss_ce_2: 0.5367 loss_bbox_2: 0.2685 loss_giou_2: 0.4488 loss_ce_3: 0.5128 loss_bbox_3: 0.2585 loss_giou_3: 0.4328 loss_ce_4: 0.5136 loss_bbox_4: 0.2513 loss_giou_4: 0.4194 time: 0.2804 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:33] d2.utils.events INFO: eta: 1 day, 9:21:25 iter: 21159 total_loss: 7.997 loss_ce: 0.5153 loss_bbox: 0.2683 loss_giou: 0.4135 loss_ce_0: 0.6689 loss_bbox_0: 0.4583 loss_giou_0: 0.6342 loss_ce_1: 0.5746 loss_bbox_1: 0.3176 loss_giou_1: 0.4858 loss_ce_2: 0.5321 loss_bbox_2: 0.2856 loss_giou_2: 0.4312 loss_ce_3: 0.5156 loss_bbox_3: 0.2704 loss_giou_3: 0.4276 loss_ce_4: 0.5217 loss_bbox_4: 0.266 loss_giou_4: 0.4203 time: 0.2804 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:38] d2.utils.events INFO: eta: 1 day, 9:21:53 iter: 21179 total_loss: 8.413 loss_ce: 0.5463 loss_bbox: 0.2694 loss_giou: 0.4484 loss_ce_0: 0.6919 loss_bbox_0: 0.4606 loss_giou_0: 0.6884 loss_ce_1: 0.5914 loss_bbox_1: 0.3341 loss_giou_1: 0.5289 loss_ce_2: 0.5631 loss_bbox_2: 0.2892 loss_giou_2: 0.4778 loss_ce_3: 0.5562 loss_bbox_3: 0.2748 loss_giou_3: 0.4637 loss_ce_4: 0.5412 loss_bbox_4: 0.2692 loss_giou_4: 0.4584 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:44] d2.utils.events INFO: eta: 1 day, 9:21:44 iter: 21199 total_loss: 7.773 loss_ce: 0.4735 loss_bbox: 0.2593 loss_giou: 0.4238 loss_ce_0: 0.6482 loss_bbox_0: 0.442 loss_giou_0: 0.6598 loss_ce_1: 0.5405 loss_bbox_1: 0.3148 loss_giou_1: 0.4826 loss_ce_2: 0.4942 loss_bbox_2: 0.2748 loss_giou_2: 0.4432 loss_ce_3: 0.479 loss_bbox_3: 0.2623 loss_giou_3: 0.4296 loss_ce_4: 0.4787 loss_bbox_4: 0.2602 loss_giou_4: 0.4257 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:50] d2.utils.events INFO: eta: 1 day, 9:21:41 iter: 21219 total_loss: 7.919 loss_ce: 0.4976 loss_bbox: 0.2479 loss_giou: 0.4134 loss_ce_0: 0.6491 loss_bbox_0: 0.4231 loss_giou_0: 0.6466 loss_ce_1: 0.5571 loss_bbox_1: 0.2946 loss_giou_1: 0.4916 loss_ce_2: 0.5163 loss_bbox_2: 0.2619 loss_giou_2: 0.4381 loss_ce_3: 0.5011 loss_bbox_3: 0.2544 loss_giou_3: 0.4186 loss_ce_4: 0.4875 loss_bbox_4: 0.2505 loss_giou_4: 0.419 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 14:54:55] d2.utils.events INFO: eta: 1 day, 9:21:50 iter: 21239 total_loss: 7.683 loss_ce: 0.4849 loss_bbox: 0.2443 loss_giou: 0.4212 loss_ce_0: 0.6378 loss_bbox_0: 0.4162 loss_giou_0: 0.6679 loss_ce_1: 0.5419 loss_bbox_1: 0.2957 loss_giou_1: 0.4881 loss_ce_2: 0.5027 loss_bbox_2: 0.2611 loss_giou_2: 0.4503 loss_ce_3: 0.4856 loss_bbox_3: 0.253 loss_giou_3: 0.4367 loss_ce_4: 0.4879 loss_bbox_4: 0.2466 loss_giou_4: 0.4262 time: 0.2804 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:01] d2.utils.events INFO: eta: 1 day, 9:21:55 iter: 21259 total_loss: 7.686 loss_ce: 0.4654 loss_bbox: 0.2498 loss_giou: 0.4158 loss_ce_0: 0.611 loss_bbox_0: 0.4308 loss_giou_0: 0.6356 loss_ce_1: 0.5308 loss_bbox_1: 0.3062 loss_giou_1: 0.4786 loss_ce_2: 0.4878 loss_bbox_2: 0.2728 loss_giou_2: 0.4378 loss_ce_3: 0.4717 loss_bbox_3: 0.2628 loss_giou_3: 0.4221 loss_ce_4: 0.4678 loss_bbox_4: 0.2611 loss_giou_4: 0.4136 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:07] d2.utils.events INFO: eta: 1 day, 9:21:32 iter: 21279 total_loss: 8.452 loss_ce: 0.5136 loss_bbox: 0.2755 loss_giou: 0.421 loss_ce_0: 0.6692 loss_bbox_0: 0.4605 loss_giou_0: 0.6732 loss_ce_1: 0.5728 loss_bbox_1: 0.3234 loss_giou_1: 0.5049 loss_ce_2: 0.5338 loss_bbox_2: 0.2885 loss_giou_2: 0.4484 loss_ce_3: 0.516 loss_bbox_3: 0.2777 loss_giou_3: 0.4303 loss_ce_4: 0.5196 loss_bbox_4: 0.2804 loss_giou_4: 0.425 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:12] d2.utils.events INFO: eta: 1 day, 9:21:19 iter: 21299 total_loss: 8.076 loss_ce: 0.5065 loss_bbox: 0.2726 loss_giou: 0.4349 loss_ce_0: 0.6397 loss_bbox_0: 0.4309 loss_giou_0: 0.6534 loss_ce_1: 0.562 loss_bbox_1: 0.3138 loss_giou_1: 0.4993 loss_ce_2: 0.5419 loss_bbox_2: 0.2876 loss_giou_2: 0.4522 loss_ce_3: 0.5243 loss_bbox_3: 0.2796 loss_giou_3: 0.4413 loss_ce_4: 0.5075 loss_bbox_4: 0.2775 loss_giou_4: 0.4421 time: 0.2804 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:18] d2.utils.events INFO: eta: 1 day, 9:21:33 iter: 21319 total_loss: 8.055 loss_ce: 0.5125 loss_bbox: 0.276 loss_giou: 0.4284 loss_ce_0: 0.6573 loss_bbox_0: 0.4618 loss_giou_0: 0.6165 loss_ce_1: 0.5657 loss_bbox_1: 0.3387 loss_giou_1: 0.5021 loss_ce_2: 0.5388 loss_bbox_2: 0.2975 loss_giou_2: 0.44 loss_ce_3: 0.5069 loss_bbox_3: 0.2856 loss_giou_3: 0.4328 loss_ce_4: 0.5102 loss_bbox_4: 0.2736 loss_giou_4: 0.4293 time: 0.2804 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:24] d2.utils.events INFO: eta: 1 day, 9:21:16 iter: 21339 total_loss: 8.06 loss_ce: 0.4899 loss_bbox: 0.2622 loss_giou: 0.4467 loss_ce_0: 0.6356 loss_bbox_0: 0.4457 loss_giou_0: 0.687 loss_ce_1: 0.5512 loss_bbox_1: 0.3163 loss_giou_1: 0.5106 loss_ce_2: 0.5178 loss_bbox_2: 0.2825 loss_giou_2: 0.4515 loss_ce_3: 0.4967 loss_bbox_3: 0.2733 loss_giou_3: 0.4426 loss_ce_4: 0.497 loss_bbox_4: 0.2705 loss_giou_4: 0.4428 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:29] d2.utils.events INFO: eta: 1 day, 9:21:10 iter: 21359 total_loss: 8.054 loss_ce: 0.4858 loss_bbox: 0.2844 loss_giou: 0.4395 loss_ce_0: 0.6607 loss_bbox_0: 0.4627 loss_giou_0: 0.6404 loss_ce_1: 0.563 loss_bbox_1: 0.337 loss_giou_1: 0.5046 loss_ce_2: 0.5229 loss_bbox_2: 0.2994 loss_giou_2: 0.4564 loss_ce_3: 0.5058 loss_bbox_3: 0.293 loss_giou_3: 0.4465 loss_ce_4: 0.5003 loss_bbox_4: 0.2871 loss_giou_4: 0.4428 time: 0.2804 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:35] d2.utils.events INFO: eta: 1 day, 9:21:09 iter: 21379 total_loss: 8.024 loss_ce: 0.5255 loss_bbox: 0.2727 loss_giou: 0.4308 loss_ce_0: 0.6657 loss_bbox_0: 0.4417 loss_giou_0: 0.66 loss_ce_1: 0.5672 loss_bbox_1: 0.3221 loss_giou_1: 0.493 loss_ce_2: 0.5375 loss_bbox_2: 0.2906 loss_giou_2: 0.4573 loss_ce_3: 0.5196 loss_bbox_3: 0.2755 loss_giou_3: 0.4393 loss_ce_4: 0.5236 loss_bbox_4: 0.2723 loss_giou_4: 0.4315 time: 0.2804 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:41] d2.utils.events INFO: eta: 1 day, 9:21:16 iter: 21399 total_loss: 8.088 loss_ce: 0.5072 loss_bbox: 0.2838 loss_giou: 0.4321 loss_ce_0: 0.6566 loss_bbox_0: 0.4633 loss_giou_0: 0.6362 loss_ce_1: 0.5705 loss_bbox_1: 0.3406 loss_giou_1: 0.5025 loss_ce_2: 0.5334 loss_bbox_2: 0.3024 loss_giou_2: 0.4532 loss_ce_3: 0.5113 loss_bbox_3: 0.2906 loss_giou_3: 0.4386 loss_ce_4: 0.5014 loss_bbox_4: 0.2849 loss_giou_4: 0.4352 time: 0.2804 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:46] d2.utils.events INFO: eta: 1 day, 9:22:00 iter: 21419 total_loss: 8.059 loss_ce: 0.5119 loss_bbox: 0.2677 loss_giou: 0.4275 loss_ce_0: 0.6694 loss_bbox_0: 0.4436 loss_giou_0: 0.663 loss_ce_1: 0.5612 loss_bbox_1: 0.3232 loss_giou_1: 0.5069 loss_ce_2: 0.5296 loss_bbox_2: 0.2876 loss_giou_2: 0.4473 loss_ce_3: 0.5199 loss_bbox_3: 0.2765 loss_giou_3: 0.427 loss_ce_4: 0.5142 loss_bbox_4: 0.268 loss_giou_4: 0.4281 time: 0.2804 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:52] d2.utils.events INFO: eta: 1 day, 9:21:36 iter: 21439 total_loss: 8.346 loss_ce: 0.5248 loss_bbox: 0.2697 loss_giou: 0.452 loss_ce_0: 0.6626 loss_bbox_0: 0.4568 loss_giou_0: 0.6804 loss_ce_1: 0.5743 loss_bbox_1: 0.3237 loss_giou_1: 0.5225 loss_ce_2: 0.5316 loss_bbox_2: 0.2912 loss_giou_2: 0.4707 loss_ce_3: 0.5229 loss_bbox_3: 0.2782 loss_giou_3: 0.4547 loss_ce_4: 0.5178 loss_bbox_4: 0.2743 loss_giou_4: 0.4514 time: 0.2804 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 14:55:58] d2.utils.events INFO: eta: 1 day, 9:22:09 iter: 21459 total_loss: 7.689 loss_ce: 0.504 loss_bbox: 0.2567 loss_giou: 0.402 loss_ce_0: 0.663 loss_bbox_0: 0.4469 loss_giou_0: 0.6197 loss_ce_1: 0.5617 loss_bbox_1: 0.3107 loss_giou_1: 0.4612 loss_ce_2: 0.5248 loss_bbox_2: 0.274 loss_giou_2: 0.4175 loss_ce_3: 0.4983 loss_bbox_3: 0.258 loss_giou_3: 0.4027 loss_ce_4: 0.5037 loss_bbox_4: 0.2546 loss_giou_4: 0.3999 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:03] d2.utils.events INFO: eta: 1 day, 9:22:41 iter: 21479 total_loss: 7.86 loss_ce: 0.5142 loss_bbox: 0.2597 loss_giou: 0.4309 loss_ce_0: 0.6697 loss_bbox_0: 0.4509 loss_giou_0: 0.6588 loss_ce_1: 0.5676 loss_bbox_1: 0.313 loss_giou_1: 0.4928 loss_ce_2: 0.5259 loss_bbox_2: 0.2804 loss_giou_2: 0.4531 loss_ce_3: 0.5177 loss_bbox_3: 0.2726 loss_giou_3: 0.4361 loss_ce_4: 0.5021 loss_bbox_4: 0.2619 loss_giou_4: 0.4314 time: 0.2804 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:09] d2.utils.events INFO: eta: 1 day, 9:23:14 iter: 21499 total_loss: 8.358 loss_ce: 0.5057 loss_bbox: 0.2626 loss_giou: 0.4877 loss_ce_0: 0.6506 loss_bbox_0: 0.4547 loss_giou_0: 0.7337 loss_ce_1: 0.5546 loss_bbox_1: 0.3242 loss_giou_1: 0.5504 loss_ce_2: 0.5164 loss_bbox_2: 0.2778 loss_giou_2: 0.5077 loss_ce_3: 0.5126 loss_bbox_3: 0.2665 loss_giou_3: 0.4978 loss_ce_4: 0.5091 loss_bbox_4: 0.2693 loss_giou_4: 0.4988 time: 0.2804 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:15] d2.utils.events INFO: eta: 1 day, 9:23:10 iter: 21519 total_loss: 8.063 loss_ce: 0.5199 loss_bbox: 0.2606 loss_giou: 0.4399 loss_ce_0: 0.6646 loss_bbox_0: 0.4623 loss_giou_0: 0.6632 loss_ce_1: 0.5862 loss_bbox_1: 0.3204 loss_giou_1: 0.5009 loss_ce_2: 0.5453 loss_bbox_2: 0.2815 loss_giou_2: 0.4619 loss_ce_3: 0.528 loss_bbox_3: 0.2711 loss_giou_3: 0.4496 loss_ce_4: 0.5158 loss_bbox_4: 0.2647 loss_giou_4: 0.4441 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:21] d2.utils.events INFO: eta: 1 day, 9:23:07 iter: 21539 total_loss: 8.108 loss_ce: 0.4994 loss_bbox: 0.2701 loss_giou: 0.4417 loss_ce_0: 0.6347 loss_bbox_0: 0.4468 loss_giou_0: 0.6635 loss_ce_1: 0.5514 loss_bbox_1: 0.3106 loss_giou_1: 0.5021 loss_ce_2: 0.5123 loss_bbox_2: 0.2807 loss_giou_2: 0.448 loss_ce_3: 0.4985 loss_bbox_3: 0.2709 loss_giou_3: 0.44 loss_ce_4: 0.5018 loss_bbox_4: 0.271 loss_giou_4: 0.4374 time: 0.2804 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:26] d2.utils.events INFO: eta: 1 day, 9:23:08 iter: 21559 total_loss: 7.827 loss_ce: 0.5145 loss_bbox: 0.2716 loss_giou: 0.4451 loss_ce_0: 0.6418 loss_bbox_0: 0.454 loss_giou_0: 0.6803 loss_ce_1: 0.5536 loss_bbox_1: 0.3124 loss_giou_1: 0.509 loss_ce_2: 0.5154 loss_bbox_2: 0.2855 loss_giou_2: 0.4612 loss_ce_3: 0.508 loss_bbox_3: 0.2738 loss_giou_3: 0.4471 loss_ce_4: 0.511 loss_bbox_4: 0.2707 loss_giou_4: 0.447 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:32] d2.utils.events INFO: eta: 1 day, 9:22:39 iter: 21579 total_loss: 7.915 loss_ce: 0.4837 loss_bbox: 0.2861 loss_giou: 0.4343 loss_ce_0: 0.6415 loss_bbox_0: 0.4514 loss_giou_0: 0.6922 loss_ce_1: 0.5481 loss_bbox_1: 0.3301 loss_giou_1: 0.5211 loss_ce_2: 0.5104 loss_bbox_2: 0.2967 loss_giou_2: 0.4611 loss_ce_3: 0.4794 loss_bbox_3: 0.2851 loss_giou_3: 0.4434 loss_ce_4: 0.4823 loss_bbox_4: 0.2874 loss_giou_4: 0.4396 time: 0.2804 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:37] d2.utils.events INFO: eta: 1 day, 9:21:41 iter: 21599 total_loss: 8.164 loss_ce: 0.5176 loss_bbox: 0.2636 loss_giou: 0.428 loss_ce_0: 0.6549 loss_bbox_0: 0.4526 loss_giou_0: 0.6479 loss_ce_1: 0.5753 loss_bbox_1: 0.3167 loss_giou_1: 0.4677 loss_ce_2: 0.5253 loss_bbox_2: 0.2948 loss_giou_2: 0.4485 loss_ce_3: 0.5135 loss_bbox_3: 0.2775 loss_giou_3: 0.4343 loss_ce_4: 0.5088 loss_bbox_4: 0.2716 loss_giou_4: 0.4309 time: 0.2804 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:43] d2.utils.events INFO: eta: 1 day, 9:22:02 iter: 21619 total_loss: 7.831 loss_ce: 0.4932 loss_bbox: 0.273 loss_giou: 0.4226 loss_ce_0: 0.653 loss_bbox_0: 0.4546 loss_giou_0: 0.6165 loss_ce_1: 0.5482 loss_bbox_1: 0.3109 loss_giou_1: 0.4821 loss_ce_2: 0.5108 loss_bbox_2: 0.2876 loss_giou_2: 0.4443 loss_ce_3: 0.5034 loss_bbox_3: 0.2759 loss_giou_3: 0.4318 loss_ce_4: 0.4967 loss_bbox_4: 0.2714 loss_giou_4: 0.4248 time: 0.2804 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:49] d2.utils.events INFO: eta: 1 day, 9:22:45 iter: 21639 total_loss: 8.066 loss_ce: 0.5014 loss_bbox: 0.2654 loss_giou: 0.4325 loss_ce_0: 0.653 loss_bbox_0: 0.4464 loss_giou_0: 0.648 loss_ce_1: 0.5594 loss_bbox_1: 0.3193 loss_giou_1: 0.4851 loss_ce_2: 0.5174 loss_bbox_2: 0.2933 loss_giou_2: 0.4493 loss_ce_3: 0.5003 loss_bbox_3: 0.2774 loss_giou_3: 0.4369 loss_ce_4: 0.4975 loss_bbox_4: 0.269 loss_giou_4: 0.4357 time: 0.2804 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 14:56:54] d2.utils.events INFO: eta: 1 day, 9:22:29 iter: 21659 total_loss: 7.866 loss_ce: 0.4999 loss_bbox: 0.2827 loss_giou: 0.4178 loss_ce_0: 0.6535 loss_bbox_0: 0.4522 loss_giou_0: 0.6246 loss_ce_1: 0.5632 loss_bbox_1: 0.3233 loss_giou_1: 0.4807 loss_ce_2: 0.5218 loss_bbox_2: 0.2822 loss_giou_2: 0.4346 loss_ce_3: 0.5138 loss_bbox_3: 0.2836 loss_giou_3: 0.4354 loss_ce_4: 0.4999 loss_bbox_4: 0.2787 loss_giou_4: 0.4213 time: 0.2804 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:00] d2.utils.events INFO: eta: 1 day, 9:21:19 iter: 21679 total_loss: 7.965 loss_ce: 0.4824 loss_bbox: 0.2504 loss_giou: 0.4256 loss_ce_0: 0.6466 loss_bbox_0: 0.4491 loss_giou_0: 0.6454 loss_ce_1: 0.5539 loss_bbox_1: 0.3021 loss_giou_1: 0.4882 loss_ce_2: 0.5103 loss_bbox_2: 0.2678 loss_giou_2: 0.4448 loss_ce_3: 0.4837 loss_bbox_3: 0.2506 loss_giou_3: 0.4285 loss_ce_4: 0.4873 loss_bbox_4: 0.2462 loss_giou_4: 0.4273 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:06] d2.utils.events INFO: eta: 1 day, 9:20:14 iter: 21699 total_loss: 7.705 loss_ce: 0.468 loss_bbox: 0.2629 loss_giou: 0.4305 loss_ce_0: 0.6194 loss_bbox_0: 0.4353 loss_giou_0: 0.6663 loss_ce_1: 0.5384 loss_bbox_1: 0.3089 loss_giou_1: 0.5049 loss_ce_2: 0.4934 loss_bbox_2: 0.2816 loss_giou_2: 0.4543 loss_ce_3: 0.4765 loss_bbox_3: 0.2639 loss_giou_3: 0.4438 loss_ce_4: 0.467 loss_bbox_4: 0.2627 loss_giou_4: 0.4328 time: 0.2804 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:11] d2.utils.events INFO: eta: 1 day, 9:20:05 iter: 21719 total_loss: 8.151 loss_ce: 0.5025 loss_bbox: 0.2577 loss_giou: 0.4346 loss_ce_0: 0.6463 loss_bbox_0: 0.4362 loss_giou_0: 0.6518 loss_ce_1: 0.5621 loss_bbox_1: 0.3122 loss_giou_1: 0.4946 loss_ce_2: 0.5296 loss_bbox_2: 0.276 loss_giou_2: 0.4535 loss_ce_3: 0.5077 loss_bbox_3: 0.2769 loss_giou_3: 0.4463 loss_ce_4: 0.5077 loss_bbox_4: 0.2586 loss_giou_4: 0.4362 time: 0.2804 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:17] d2.utils.events INFO: eta: 1 day, 9:20:00 iter: 21739 total_loss: 7.599 loss_ce: 0.4825 loss_bbox: 0.2648 loss_giou: 0.3974 loss_ce_0: 0.6209 loss_bbox_0: 0.4469 loss_giou_0: 0.611 loss_ce_1: 0.55 loss_bbox_1: 0.311 loss_giou_1: 0.4694 loss_ce_2: 0.5041 loss_bbox_2: 0.2769 loss_giou_2: 0.4112 loss_ce_3: 0.4753 loss_bbox_3: 0.2704 loss_giou_3: 0.4021 loss_ce_4: 0.4761 loss_bbox_4: 0.2691 loss_giou_4: 0.4011 time: 0.2804 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:23] d2.utils.events INFO: eta: 1 day, 9:19:39 iter: 21759 total_loss: 8.015 loss_ce: 0.4796 loss_bbox: 0.2576 loss_giou: 0.4139 loss_ce_0: 0.6224 loss_bbox_0: 0.4265 loss_giou_0: 0.6595 loss_ce_1: 0.5425 loss_bbox_1: 0.3013 loss_giou_1: 0.4899 loss_ce_2: 0.4916 loss_bbox_2: 0.2749 loss_giou_2: 0.4348 loss_ce_3: 0.4764 loss_bbox_3: 0.2702 loss_giou_3: 0.42 loss_ce_4: 0.4795 loss_bbox_4: 0.26 loss_giou_4: 0.4239 time: 0.2804 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:28] d2.utils.events INFO: eta: 1 day, 9:19:12 iter: 21779 total_loss: 7.935 loss_ce: 0.5041 loss_bbox: 0.2836 loss_giou: 0.4515 loss_ce_0: 0.6439 loss_bbox_0: 0.4555 loss_giou_0: 0.68 loss_ce_1: 0.5534 loss_bbox_1: 0.3252 loss_giou_1: 0.5088 loss_ce_2: 0.5284 loss_bbox_2: 0.2893 loss_giou_2: 0.4638 loss_ce_3: 0.5 loss_bbox_3: 0.285 loss_giou_3: 0.4513 loss_ce_4: 0.4992 loss_bbox_4: 0.2794 loss_giou_4: 0.4458 time: 0.2804 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:34] d2.utils.events INFO: eta: 1 day, 9:19:24 iter: 21799 total_loss: 8.111 loss_ce: 0.5317 loss_bbox: 0.2765 loss_giou: 0.4216 loss_ce_0: 0.6644 loss_bbox_0: 0.4515 loss_giou_0: 0.6363 loss_ce_1: 0.5734 loss_bbox_1: 0.3236 loss_giou_1: 0.4856 loss_ce_2: 0.5428 loss_bbox_2: 0.2921 loss_giou_2: 0.4472 loss_ce_3: 0.5241 loss_bbox_3: 0.2828 loss_giou_3: 0.4374 loss_ce_4: 0.5202 loss_bbox_4: 0.2783 loss_giou_4: 0.4268 time: 0.2804 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:39] d2.utils.events INFO: eta: 1 day, 9:19:18 iter: 21819 total_loss: 8 loss_ce: 0.5092 loss_bbox: 0.2508 loss_giou: 0.4165 loss_ce_0: 0.6689 loss_bbox_0: 0.4398 loss_giou_0: 0.653 loss_ce_1: 0.5785 loss_bbox_1: 0.2975 loss_giou_1: 0.4905 loss_ce_2: 0.5271 loss_bbox_2: 0.2639 loss_giou_2: 0.442 loss_ce_3: 0.5161 loss_bbox_3: 0.2589 loss_giou_3: 0.4291 loss_ce_4: 0.5124 loss_bbox_4: 0.2505 loss_giou_4: 0.417 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:45] d2.utils.events INFO: eta: 1 day, 9:19:35 iter: 21839 total_loss: 8.104 loss_ce: 0.5102 loss_bbox: 0.2529 loss_giou: 0.4206 loss_ce_0: 0.6549 loss_bbox_0: 0.4535 loss_giou_0: 0.6285 loss_ce_1: 0.5643 loss_bbox_1: 0.3149 loss_giou_1: 0.4864 loss_ce_2: 0.5272 loss_bbox_2: 0.2886 loss_giou_2: 0.4365 loss_ce_3: 0.5102 loss_bbox_3: 0.2628 loss_giou_3: 0.4233 loss_ce_4: 0.5128 loss_bbox_4: 0.256 loss_giou_4: 0.4158 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:51] d2.utils.events INFO: eta: 1 day, 9:19:47 iter: 21859 total_loss: 8.728 loss_ce: 0.5201 loss_bbox: 0.2762 loss_giou: 0.468 loss_ce_0: 0.6621 loss_bbox_0: 0.4539 loss_giou_0: 0.7032 loss_ce_1: 0.5813 loss_bbox_1: 0.3298 loss_giou_1: 0.5307 loss_ce_2: 0.5406 loss_bbox_2: 0.2903 loss_giou_2: 0.4841 loss_ce_3: 0.5233 loss_bbox_3: 0.2795 loss_giou_3: 0.4744 loss_ce_4: 0.5213 loss_bbox_4: 0.2781 loss_giou_4: 0.4664 time: 0.2804 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 14:57:57] d2.utils.events INFO: eta: 1 day, 9:19:19 iter: 21879 total_loss: 7.971 loss_ce: 0.4911 loss_bbox: 0.2514 loss_giou: 0.4429 loss_ce_0: 0.6233 loss_bbox_0: 0.4393 loss_giou_0: 0.663 loss_ce_1: 0.5368 loss_bbox_1: 0.3022 loss_giou_1: 0.5069 loss_ce_2: 0.5203 loss_bbox_2: 0.2635 loss_giou_2: 0.4623 loss_ce_3: 0.5005 loss_bbox_3: 0.2531 loss_giou_3: 0.4535 loss_ce_4: 0.482 loss_bbox_4: 0.2554 loss_giou_4: 0.4423 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 14:58:02] d2.utils.events INFO: eta: 1 day, 9:18:50 iter: 21899 total_loss: 8.07 loss_ce: 0.5109 loss_bbox: 0.2814 loss_giou: 0.4366 loss_ce_0: 0.6432 loss_bbox_0: 0.4515 loss_giou_0: 0.6272 loss_ce_1: 0.563 loss_bbox_1: 0.3276 loss_giou_1: 0.4981 loss_ce_2: 0.5186 loss_bbox_2: 0.2972 loss_giou_2: 0.4541 loss_ce_3: 0.5109 loss_bbox_3: 0.2918 loss_giou_3: 0.4425 loss_ce_4: 0.5137 loss_bbox_4: 0.2832 loss_giou_4: 0.4364 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 14:58:08] d2.utils.events INFO: eta: 1 day, 9:18:54 iter: 21919 total_loss: 8.025 loss_ce: 0.4964 loss_bbox: 0.2571 loss_giou: 0.429 loss_ce_0: 0.6348 loss_bbox_0: 0.4426 loss_giou_0: 0.6411 loss_ce_1: 0.5444 loss_bbox_1: 0.3043 loss_giou_1: 0.4866 loss_ce_2: 0.5181 loss_bbox_2: 0.2678 loss_giou_2: 0.4367 loss_ce_3: 0.4941 loss_bbox_3: 0.2596 loss_giou_3: 0.4318 loss_ce_4: 0.504 loss_bbox_4: 0.2556 loss_giou_4: 0.4273 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 14:58:14] d2.utils.events INFO: eta: 1 day, 9:18:54 iter: 21939 total_loss: 8.029 loss_ce: 0.5077 loss_bbox: 0.2576 loss_giou: 0.4374 loss_ce_0: 0.6617 loss_bbox_0: 0.4336 loss_giou_0: 0.6423 loss_ce_1: 0.5634 loss_bbox_1: 0.3092 loss_giou_1: 0.502 loss_ce_2: 0.5247 loss_bbox_2: 0.2714 loss_giou_2: 0.456 loss_ce_3: 0.512 loss_bbox_3: 0.2621 loss_giou_3: 0.4453 loss_ce_4: 0.5181 loss_bbox_4: 0.2594 loss_giou_4: 0.439 time: 0.2804 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 14:58:19] d2.utils.events INFO: eta: 1 day, 9:18:58 iter: 21959 total_loss: 8.535 loss_ce: 0.5159 loss_bbox: 0.267 loss_giou: 0.468 loss_ce_0: 0.6748 loss_bbox_0: 0.4509 loss_giou_0: 0.6694 loss_ce_1: 0.5886 loss_bbox_1: 0.3321 loss_giou_1: 0.5245 loss_ce_2: 0.5295 loss_bbox_2: 0.2847 loss_giou_2: 0.4707 loss_ce_3: 0.5201 loss_bbox_3: 0.272 loss_giou_3: 0.4683 loss_ce_4: 0.5206 loss_bbox_4: 0.2661 loss_giou_4: 0.4648 time: 0.2804 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 14:58:25] d2.utils.events INFO: eta: 1 day, 9:18:55 iter: 21979 total_loss: 8.406 loss_ce: 0.5635 loss_bbox: 0.2784 loss_giou: 0.4457 loss_ce_0: 0.6497 loss_bbox_0: 0.4585 loss_giou_0: 0.6557 loss_ce_1: 0.5811 loss_bbox_1: 0.3303 loss_giou_1: 0.5089 loss_ce_2: 0.5562 loss_bbox_2: 0.2961 loss_giou_2: 0.467 loss_ce_3: 0.5523 loss_bbox_3: 0.2912 loss_giou_3: 0.4512 loss_ce_4: 0.5509 loss_bbox_4: 0.2848 loss_giou_4: 0.4424 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 14:58:28] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 14:58:29] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 14:58:29] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 14:58:29] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 14:58:29] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 14:58:30] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 14:58:36] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0394 s/iter. Eval: 0.0003 s/iter. Total: 0.0405 s/iter. ETA=0:00:24 [11/02 14:58:41] d2.evaluation.evaluator INFO: Inference done 106/625. Dataloading: 0.0031 s/iter. Inference: 0.0487 s/iter. Eval: 0.0003 s/iter. Total: 0.0523 s/iter. ETA=0:00:27 [11/02 14:58:46] d2.evaluation.evaluator INFO: Inference done 201/625. Dataloading: 0.0029 s/iter. Inference: 0.0491 s/iter. Eval: 0.0003 s/iter. Total: 0.0524 s/iter. ETA=0:00:22 [11/02 14:58:51] d2.evaluation.evaluator INFO: Inference done 289/625. Dataloading: 0.0029 s/iter. Inference: 0.0505 s/iter. Eval: 0.0003 s/iter. Total: 0.0539 s/iter. ETA=0:00:18 [11/02 14:58:56] d2.evaluation.evaluator INFO: Inference done 385/625. Dataloading: 0.0028 s/iter. Inference: 0.0502 s/iter. Eval: 0.0003 s/iter. Total: 0.0535 s/iter. ETA=0:00:12 [11/02 14:59:01] d2.evaluation.evaluator INFO: Inference done 484/625. Dataloading: 0.0028 s/iter. Inference: 0.0497 s/iter. Eval: 0.0003 s/iter. Total: 0.0530 s/iter. ETA=0:00:07 [11/02 14:59:06] d2.evaluation.evaluator INFO: Inference done 580/625. Dataloading: 0.0028 s/iter. Inference: 0.0495 s/iter. Eval: 0.0004 s/iter. Total: 0.0528 s/iter. ETA=0:00:02 [11/02 14:59:09] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.854669 (0.052991 s / iter per device, on 8 devices) [11/02 14:59:09] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049201 s / iter per device, on 8 devices) [11/02 14:59:15] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 14:59:15] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 14:59:17] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 14:59:20] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 14:59:35] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.45 seconds. [11/02 14:59:35] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 14:59:36] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.40 seconds. [11/02 14:59:36] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 29.553 | 46.852 | 30.509 | 14.447 | 32.203 | 42.241 | [11/02 14:59:36] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 42.609 | bicycle | 18.556 | car | 28.645 | | motorcycle | 29.357 | airplane | 54.511 | bus | 51.830 | | train | 52.848 | truck | 23.850 | boat | 14.472 | | traffic light | 16.365 | fire hydrant | 56.635 | stop sign | 52.439 | | parking meter | 33.811 | bench | 16.978 | bird | 27.801 | | cat | 60.101 | dog | 54.991 | horse | 48.199 | | sheep | 36.554 | cow | 47.583 | elephant | 53.232 | | bear | 70.446 | zebra | 55.040 | giraffe | 58.764 | | backpack | 6.661 | umbrella | 21.842 | handbag | 4.144 | | tie | 16.986 | suitcase | 20.046 | frisbee | 54.823 | | skis | 14.062 | snowboard | 25.760 | sports ball | 34.767 | | kite | 33.997 | baseball bat | 14.131 | baseball glove | 26.818 | | skateboard | 36.347 | surfboard | 25.228 | tennis racket | 35.257 | | bottle | 23.680 | wine glass | 20.446 | cup | 27.333 | | fork | 11.379 | knife | 5.641 | spoon | 3.562 | | bowl | 27.166 | banana | 11.134 | apple | 11.980 | | sandwich | 21.572 | orange | 23.274 | broccoli | 14.918 | | carrot | 9.412 | hot dog | 18.293 | pizza | 39.551 | | donut | 29.334 | cake | 21.039 | chair | 13.819 | | couch | 32.579 | potted plant | 15.209 | bed | 40.562 | | dining table | 21.366 | toilet | 51.528 | tv | 45.750 | | laptop | 48.565 | mouse | 42.062 | remote | 13.394 | | keyboard | 36.638 | cell phone | 26.176 | microwave | 47.978 | | oven | 24.420 | toaster | 14.841 | sink | 24.994 | | refrigerator | 38.570 | book | 4.176 | clock | 44.493 | | vase | 25.804 | scissors | 12.821 | teddy bear | 30.184 | | hair drier | 1.827 | toothbrush | 10.314 | | | [11/02 14:59:37] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 14:59:37] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 14:59:37] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 14:59:37] d2.evaluation.testing INFO: copypaste: 29.5534,46.8522,30.5091,14.4469,32.2034,42.2413 [11/02 14:59:40] d2.utils.events INFO: eta: 1 day, 9:19:08 iter: 21999 total_loss: 7.964 loss_ce: 0.5033 loss_bbox: 0.2641 loss_giou: 0.4261 loss_ce_0: 0.6506 loss_bbox_0: 0.4611 loss_giou_0: 0.6596 loss_ce_1: 0.5564 loss_bbox_1: 0.317 loss_giou_1: 0.4821 loss_ce_2: 0.5168 loss_bbox_2: 0.2834 loss_giou_2: 0.4498 loss_ce_3: 0.505 loss_bbox_3: 0.2732 loss_giou_3: 0.433 loss_ce_4: 0.4999 loss_bbox_4: 0.2629 loss_giou_4: 0.4232 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 14:59:46] d2.utils.events INFO: eta: 1 day, 9:20:14 iter: 22019 total_loss: 8.158 loss_ce: 0.5063 loss_bbox: 0.2683 loss_giou: 0.435 loss_ce_0: 0.6459 loss_bbox_0: 0.4613 loss_giou_0: 0.645 loss_ce_1: 0.5598 loss_bbox_1: 0.3234 loss_giou_1: 0.503 loss_ce_2: 0.5166 loss_bbox_2: 0.2934 loss_giou_2: 0.4568 loss_ce_3: 0.4985 loss_bbox_3: 0.2729 loss_giou_3: 0.4466 loss_ce_4: 0.496 loss_bbox_4: 0.2692 loss_giou_4: 0.4384 time: 0.2804 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 14:59:52] d2.utils.events INFO: eta: 1 day, 9:20:40 iter: 22039 total_loss: 8.357 loss_ce: 0.4984 loss_bbox: 0.2747 loss_giou: 0.4752 loss_ce_0: 0.6607 loss_bbox_0: 0.4692 loss_giou_0: 0.6725 loss_ce_1: 0.57 loss_bbox_1: 0.3149 loss_giou_1: 0.5291 loss_ce_2: 0.5202 loss_bbox_2: 0.2856 loss_giou_2: 0.4894 loss_ce_3: 0.5191 loss_bbox_3: 0.2779 loss_giou_3: 0.4723 loss_ce_4: 0.5068 loss_bbox_4: 0.2754 loss_giou_4: 0.4707 time: 0.2804 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 14:59:57] d2.utils.events INFO: eta: 1 day, 9:21:33 iter: 22059 total_loss: 8.041 loss_ce: 0.4897 loss_bbox: 0.2795 loss_giou: 0.4236 loss_ce_0: 0.644 loss_bbox_0: 0.4438 loss_giou_0: 0.6499 loss_ce_1: 0.5539 loss_bbox_1: 0.3257 loss_giou_1: 0.4923 loss_ce_2: 0.5219 loss_bbox_2: 0.2948 loss_giou_2: 0.463 loss_ce_3: 0.4981 loss_bbox_3: 0.2916 loss_giou_3: 0.4399 loss_ce_4: 0.4977 loss_bbox_4: 0.2875 loss_giou_4: 0.4267 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:03] d2.utils.events INFO: eta: 1 day, 9:21:40 iter: 22079 total_loss: 8.174 loss_ce: 0.517 loss_bbox: 0.2689 loss_giou: 0.4328 loss_ce_0: 0.6571 loss_bbox_0: 0.4464 loss_giou_0: 0.667 loss_ce_1: 0.5759 loss_bbox_1: 0.3108 loss_giou_1: 0.519 loss_ce_2: 0.5427 loss_bbox_2: 0.2787 loss_giou_2: 0.4597 loss_ce_3: 0.5122 loss_bbox_3: 0.2697 loss_giou_3: 0.444 loss_ce_4: 0.5168 loss_bbox_4: 0.2648 loss_giou_4: 0.4383 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:09] d2.utils.events INFO: eta: 1 day, 9:21:41 iter: 22099 total_loss: 7.966 loss_ce: 0.5062 loss_bbox: 0.2482 loss_giou: 0.4433 loss_ce_0: 0.6432 loss_bbox_0: 0.4211 loss_giou_0: 0.6581 loss_ce_1: 0.5504 loss_bbox_1: 0.301 loss_giou_1: 0.5059 loss_ce_2: 0.522 loss_bbox_2: 0.2738 loss_giou_2: 0.4695 loss_ce_3: 0.5032 loss_bbox_3: 0.2627 loss_giou_3: 0.449 loss_ce_4: 0.5001 loss_bbox_4: 0.2541 loss_giou_4: 0.4459 time: 0.2804 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:14] d2.utils.events INFO: eta: 1 day, 9:21:29 iter: 22119 total_loss: 8.113 loss_ce: 0.493 loss_bbox: 0.2743 loss_giou: 0.437 loss_ce_0: 0.6424 loss_bbox_0: 0.4565 loss_giou_0: 0.6563 loss_ce_1: 0.5523 loss_bbox_1: 0.3194 loss_giou_1: 0.4987 loss_ce_2: 0.5024 loss_bbox_2: 0.2975 loss_giou_2: 0.4593 loss_ce_3: 0.5024 loss_bbox_3: 0.2877 loss_giou_3: 0.4462 loss_ce_4: 0.4876 loss_bbox_4: 0.2828 loss_giou_4: 0.4429 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:20] d2.utils.events INFO: eta: 1 day, 9:21:58 iter: 22139 total_loss: 8.128 loss_ce: 0.5003 loss_bbox: 0.2742 loss_giou: 0.4336 loss_ce_0: 0.6415 loss_bbox_0: 0.4515 loss_giou_0: 0.644 loss_ce_1: 0.5529 loss_bbox_1: 0.3225 loss_giou_1: 0.4787 loss_ce_2: 0.5317 loss_bbox_2: 0.2839 loss_giou_2: 0.441 loss_ce_3: 0.502 loss_bbox_3: 0.2781 loss_giou_3: 0.4381 loss_ce_4: 0.4992 loss_bbox_4: 0.2727 loss_giou_4: 0.4384 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:26] d2.utils.events INFO: eta: 1 day, 9:22:32 iter: 22159 total_loss: 8.322 loss_ce: 0.5111 loss_bbox: 0.2669 loss_giou: 0.4373 loss_ce_0: 0.6674 loss_bbox_0: 0.4523 loss_giou_0: 0.6557 loss_ce_1: 0.5724 loss_bbox_1: 0.3204 loss_giou_1: 0.5137 loss_ce_2: 0.5342 loss_bbox_2: 0.2909 loss_giou_2: 0.4606 loss_ce_3: 0.5151 loss_bbox_3: 0.2765 loss_giou_3: 0.4469 loss_ce_4: 0.5072 loss_bbox_4: 0.2723 loss_giou_4: 0.4408 time: 0.2804 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:31] d2.utils.events INFO: eta: 1 day, 9:21:47 iter: 22179 total_loss: 7.72 loss_ce: 0.4941 loss_bbox: 0.248 loss_giou: 0.4233 loss_ce_0: 0.6384 loss_bbox_0: 0.4282 loss_giou_0: 0.6524 loss_ce_1: 0.5504 loss_bbox_1: 0.3041 loss_giou_1: 0.5021 loss_ce_2: 0.498 loss_bbox_2: 0.2667 loss_giou_2: 0.4491 loss_ce_3: 0.5024 loss_bbox_3: 0.2551 loss_giou_3: 0.4325 loss_ce_4: 0.5007 loss_bbox_4: 0.2535 loss_giou_4: 0.425 time: 0.2804 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:37] d2.utils.events INFO: eta: 1 day, 9:20:39 iter: 22199 total_loss: 7.829 loss_ce: 0.4678 loss_bbox: 0.2827 loss_giou: 0.4181 loss_ce_0: 0.6174 loss_bbox_0: 0.4612 loss_giou_0: 0.6481 loss_ce_1: 0.5273 loss_bbox_1: 0.33 loss_giou_1: 0.4856 loss_ce_2: 0.4795 loss_bbox_2: 0.3047 loss_giou_2: 0.4425 loss_ce_3: 0.4729 loss_bbox_3: 0.288 loss_giou_3: 0.428 loss_ce_4: 0.4715 loss_bbox_4: 0.2806 loss_giou_4: 0.42 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:42] d2.utils.events INFO: eta: 1 day, 9:20:22 iter: 22219 total_loss: 8.014 loss_ce: 0.5029 loss_bbox: 0.2598 loss_giou: 0.4288 loss_ce_0: 0.66 loss_bbox_0: 0.4448 loss_giou_0: 0.6642 loss_ce_1: 0.5672 loss_bbox_1: 0.3101 loss_giou_1: 0.5004 loss_ce_2: 0.5316 loss_bbox_2: 0.2772 loss_giou_2: 0.4576 loss_ce_3: 0.5178 loss_bbox_3: 0.2676 loss_giou_3: 0.4386 loss_ce_4: 0.5063 loss_bbox_4: 0.2645 loss_giou_4: 0.4336 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:48] d2.utils.events INFO: eta: 1 day, 9:19:34 iter: 22239 total_loss: 8.104 loss_ce: 0.5196 loss_bbox: 0.2723 loss_giou: 0.4223 loss_ce_0: 0.6451 loss_bbox_0: 0.46 loss_giou_0: 0.6545 loss_ce_1: 0.5784 loss_bbox_1: 0.32 loss_giou_1: 0.495 loss_ce_2: 0.5343 loss_bbox_2: 0.2889 loss_giou_2: 0.4514 loss_ce_3: 0.5188 loss_bbox_3: 0.2762 loss_giou_3: 0.4334 loss_ce_4: 0.5077 loss_bbox_4: 0.2715 loss_giou_4: 0.4229 time: 0.2804 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:54] d2.utils.events INFO: eta: 1 day, 9:19:29 iter: 22259 total_loss: 8.073 loss_ce: 0.4891 loss_bbox: 0.2561 loss_giou: 0.4331 loss_ce_0: 0.644 loss_bbox_0: 0.4541 loss_giou_0: 0.6661 loss_ce_1: 0.5524 loss_bbox_1: 0.3187 loss_giou_1: 0.5088 loss_ce_2: 0.5171 loss_bbox_2: 0.276 loss_giou_2: 0.4562 loss_ce_3: 0.4993 loss_bbox_3: 0.2649 loss_giou_3: 0.4455 loss_ce_4: 0.4947 loss_bbox_4: 0.2627 loss_giou_4: 0.4381 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 15:00:59] d2.utils.events INFO: eta: 1 day, 9:18:53 iter: 22279 total_loss: 7.558 loss_ce: 0.4798 loss_bbox: 0.2483 loss_giou: 0.4245 loss_ce_0: 0.627 loss_bbox_0: 0.425 loss_giou_0: 0.642 loss_ce_1: 0.5459 loss_bbox_1: 0.2878 loss_giou_1: 0.4754 loss_ce_2: 0.5168 loss_bbox_2: 0.2597 loss_giou_2: 0.4365 loss_ce_3: 0.482 loss_bbox_3: 0.2506 loss_giou_3: 0.4225 loss_ce_4: 0.4763 loss_bbox_4: 0.2455 loss_giou_4: 0.4244 time: 0.2804 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:05] d2.utils.events INFO: eta: 1 day, 9:19:09 iter: 22299 total_loss: 8.131 loss_ce: 0.5043 loss_bbox: 0.2591 loss_giou: 0.4478 loss_ce_0: 0.6585 loss_bbox_0: 0.4322 loss_giou_0: 0.6771 loss_ce_1: 0.5743 loss_bbox_1: 0.2959 loss_giou_1: 0.5067 loss_ce_2: 0.5355 loss_bbox_2: 0.2749 loss_giou_2: 0.475 loss_ce_3: 0.5021 loss_bbox_3: 0.2686 loss_giou_3: 0.4545 loss_ce_4: 0.4993 loss_bbox_4: 0.2617 loss_giou_4: 0.4465 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:11] d2.utils.events INFO: eta: 1 day, 9:18:45 iter: 22319 total_loss: 8.11 loss_ce: 0.5223 loss_bbox: 0.2627 loss_giou: 0.4315 loss_ce_0: 0.6608 loss_bbox_0: 0.4625 loss_giou_0: 0.657 loss_ce_1: 0.5836 loss_bbox_1: 0.3217 loss_giou_1: 0.4995 loss_ce_2: 0.5379 loss_bbox_2: 0.2826 loss_giou_2: 0.4596 loss_ce_3: 0.5206 loss_bbox_3: 0.2696 loss_giou_3: 0.4408 loss_ce_4: 0.5271 loss_bbox_4: 0.2668 loss_giou_4: 0.4326 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:16] d2.utils.events INFO: eta: 1 day, 9:17:46 iter: 22339 total_loss: 8.01 loss_ce: 0.5089 loss_bbox: 0.2687 loss_giou: 0.4089 loss_ce_0: 0.6427 loss_bbox_0: 0.4455 loss_giou_0: 0.638 loss_ce_1: 0.5637 loss_bbox_1: 0.3218 loss_giou_1: 0.4784 loss_ce_2: 0.5173 loss_bbox_2: 0.2899 loss_giou_2: 0.4407 loss_ce_3: 0.5119 loss_bbox_3: 0.2687 loss_giou_3: 0.4181 loss_ce_4: 0.5035 loss_bbox_4: 0.2681 loss_giou_4: 0.4092 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:22] d2.utils.events INFO: eta: 1 day, 9:17:41 iter: 22359 total_loss: 8.197 loss_ce: 0.5259 loss_bbox: 0.2643 loss_giou: 0.4285 loss_ce_0: 0.6503 loss_bbox_0: 0.4564 loss_giou_0: 0.6391 loss_ce_1: 0.5615 loss_bbox_1: 0.3131 loss_giou_1: 0.4917 loss_ce_2: 0.5258 loss_bbox_2: 0.2778 loss_giou_2: 0.4527 loss_ce_3: 0.5127 loss_bbox_3: 0.2764 loss_giou_3: 0.4308 loss_ce_4: 0.5197 loss_bbox_4: 0.2642 loss_giou_4: 0.427 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:28] d2.utils.events INFO: eta: 1 day, 9:17:03 iter: 22379 total_loss: 8.03 loss_ce: 0.4629 loss_bbox: 0.2609 loss_giou: 0.4393 loss_ce_0: 0.6327 loss_bbox_0: 0.4351 loss_giou_0: 0.6656 loss_ce_1: 0.5394 loss_bbox_1: 0.3114 loss_giou_1: 0.5101 loss_ce_2: 0.4888 loss_bbox_2: 0.2744 loss_giou_2: 0.4624 loss_ce_3: 0.4637 loss_bbox_3: 0.2643 loss_giou_3: 0.4491 loss_ce_4: 0.4739 loss_bbox_4: 0.2595 loss_giou_4: 0.44 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:33] d2.utils.events INFO: eta: 1 day, 9:17:03 iter: 22399 total_loss: 7.93 loss_ce: 0.5109 loss_bbox: 0.27 loss_giou: 0.4209 loss_ce_0: 0.6646 loss_bbox_0: 0.4273 loss_giou_0: 0.6362 loss_ce_1: 0.5719 loss_bbox_1: 0.3002 loss_giou_1: 0.48 loss_ce_2: 0.5336 loss_bbox_2: 0.2729 loss_giou_2: 0.4433 loss_ce_3: 0.5131 loss_bbox_3: 0.2666 loss_giou_3: 0.4305 loss_ce_4: 0.5008 loss_bbox_4: 0.2673 loss_giou_4: 0.4244 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:39] d2.utils.events INFO: eta: 1 day, 9:16:02 iter: 22419 total_loss: 7.738 loss_ce: 0.4885 loss_bbox: 0.2462 loss_giou: 0.4178 loss_ce_0: 0.636 loss_bbox_0: 0.4235 loss_giou_0: 0.6212 loss_ce_1: 0.5448 loss_bbox_1: 0.2903 loss_giou_1: 0.4788 loss_ce_2: 0.4944 loss_bbox_2: 0.2632 loss_giou_2: 0.4267 loss_ce_3: 0.4959 loss_bbox_3: 0.2457 loss_giou_3: 0.415 loss_ce_4: 0.4858 loss_bbox_4: 0.2512 loss_giou_4: 0.4168 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:45] d2.utils.events INFO: eta: 1 day, 9:15:52 iter: 22439 total_loss: 7.776 loss_ce: 0.495 loss_bbox: 0.2552 loss_giou: 0.4161 loss_ce_0: 0.6483 loss_bbox_0: 0.4408 loss_giou_0: 0.6302 loss_ce_1: 0.5445 loss_bbox_1: 0.3012 loss_giou_1: 0.4799 loss_ce_2: 0.5005 loss_bbox_2: 0.2707 loss_giou_2: 0.4477 loss_ce_3: 0.495 loss_bbox_3: 0.2608 loss_giou_3: 0.4276 loss_ce_4: 0.497 loss_bbox_4: 0.2606 loss_giou_4: 0.4191 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:50] d2.utils.events INFO: eta: 1 day, 9:15:47 iter: 22459 total_loss: 8.327 loss_ce: 0.5565 loss_bbox: 0.2782 loss_giou: 0.4273 loss_ce_0: 0.6803 loss_bbox_0: 0.4692 loss_giou_0: 0.6403 loss_ce_1: 0.5961 loss_bbox_1: 0.3296 loss_giou_1: 0.4944 loss_ce_2: 0.5755 loss_bbox_2: 0.29 loss_giou_2: 0.453 loss_ce_3: 0.5521 loss_bbox_3: 0.2879 loss_giou_3: 0.4315 loss_ce_4: 0.5512 loss_bbox_4: 0.2813 loss_giou_4: 0.4275 time: 0.2803 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 15:01:56] d2.utils.events INFO: eta: 1 day, 9:14:57 iter: 22479 total_loss: 8.346 loss_ce: 0.5233 loss_bbox: 0.2534 loss_giou: 0.4363 loss_ce_0: 0.6578 loss_bbox_0: 0.4509 loss_giou_0: 0.6611 loss_ce_1: 0.5607 loss_bbox_1: 0.3196 loss_giou_1: 0.5121 loss_ce_2: 0.5527 loss_bbox_2: 0.2714 loss_giou_2: 0.4784 loss_ce_3: 0.5283 loss_bbox_3: 0.2629 loss_giou_3: 0.4497 loss_ce_4: 0.5198 loss_bbox_4: 0.2579 loss_giou_4: 0.4415 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:02] d2.utils.events INFO: eta: 1 day, 9:14:42 iter: 22499 total_loss: 7.967 loss_ce: 0.4866 loss_bbox: 0.2709 loss_giou: 0.4448 loss_ce_0: 0.6366 loss_bbox_0: 0.4361 loss_giou_0: 0.6596 loss_ce_1: 0.5501 loss_bbox_1: 0.3092 loss_giou_1: 0.5127 loss_ce_2: 0.5103 loss_bbox_2: 0.2869 loss_giou_2: 0.4656 loss_ce_3: 0.495 loss_bbox_3: 0.2779 loss_giou_3: 0.4578 loss_ce_4: 0.4834 loss_bbox_4: 0.2706 loss_giou_4: 0.4489 time: 0.2803 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:07] d2.utils.events INFO: eta: 1 day, 9:14:39 iter: 22519 total_loss: 8.033 loss_ce: 0.4884 loss_bbox: 0.2656 loss_giou: 0.4344 loss_ce_0: 0.655 loss_bbox_0: 0.4381 loss_giou_0: 0.6543 loss_ce_1: 0.5579 loss_bbox_1: 0.3129 loss_giou_1: 0.4966 loss_ce_2: 0.5133 loss_bbox_2: 0.269 loss_giou_2: 0.4495 loss_ce_3: 0.489 loss_bbox_3: 0.2717 loss_giou_3: 0.4395 loss_ce_4: 0.4875 loss_bbox_4: 0.2645 loss_giou_4: 0.4368 time: 0.2803 data_time: 0.0182 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:13] d2.utils.events INFO: eta: 1 day, 9:14:29 iter: 22539 total_loss: 7.735 loss_ce: 0.4663 loss_bbox: 0.2414 loss_giou: 0.4281 loss_ce_0: 0.6236 loss_bbox_0: 0.4322 loss_giou_0: 0.6711 loss_ce_1: 0.5395 loss_bbox_1: 0.2857 loss_giou_1: 0.5104 loss_ce_2: 0.4891 loss_bbox_2: 0.2542 loss_giou_2: 0.4531 loss_ce_3: 0.4767 loss_bbox_3: 0.2467 loss_giou_3: 0.4422 loss_ce_4: 0.467 loss_bbox_4: 0.2425 loss_giou_4: 0.4324 time: 0.2803 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:19] d2.utils.events INFO: eta: 1 day, 9:14:25 iter: 22559 total_loss: 7.834 loss_ce: 0.5015 loss_bbox: 0.2518 loss_giou: 0.4074 loss_ce_0: 0.6516 loss_bbox_0: 0.4312 loss_giou_0: 0.6379 loss_ce_1: 0.5689 loss_bbox_1: 0.2891 loss_giou_1: 0.4623 loss_ce_2: 0.5225 loss_bbox_2: 0.2603 loss_giou_2: 0.4255 loss_ce_3: 0.4991 loss_bbox_3: 0.2521 loss_giou_3: 0.4159 loss_ce_4: 0.4947 loss_bbox_4: 0.2493 loss_giou_4: 0.4121 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:24] d2.utils.events INFO: eta: 1 day, 9:13:51 iter: 22579 total_loss: 8.032 loss_ce: 0.4899 loss_bbox: 0.2722 loss_giou: 0.4428 loss_ce_0: 0.6336 loss_bbox_0: 0.4337 loss_giou_0: 0.6618 loss_ce_1: 0.5372 loss_bbox_1: 0.3125 loss_giou_1: 0.5203 loss_ce_2: 0.4987 loss_bbox_2: 0.2805 loss_giou_2: 0.4767 loss_ce_3: 0.4838 loss_bbox_3: 0.2727 loss_giou_3: 0.455 loss_ce_4: 0.4788 loss_bbox_4: 0.2723 loss_giou_4: 0.4497 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:30] d2.utils.events INFO: eta: 1 day, 9:14:48 iter: 22599 total_loss: 7.74 loss_ce: 0.4852 loss_bbox: 0.2529 loss_giou: 0.4217 loss_ce_0: 0.6287 loss_bbox_0: 0.4329 loss_giou_0: 0.6595 loss_ce_1: 0.5484 loss_bbox_1: 0.2991 loss_giou_1: 0.4961 loss_ce_2: 0.51 loss_bbox_2: 0.2785 loss_giou_2: 0.4493 loss_ce_3: 0.4856 loss_bbox_3: 0.2652 loss_giou_3: 0.429 loss_ce_4: 0.4803 loss_bbox_4: 0.255 loss_giou_4: 0.427 time: 0.2803 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:36] d2.utils.events INFO: eta: 1 day, 9:14:50 iter: 22619 total_loss: 7.778 loss_ce: 0.4816 loss_bbox: 0.2555 loss_giou: 0.4154 loss_ce_0: 0.6392 loss_bbox_0: 0.4374 loss_giou_0: 0.6443 loss_ce_1: 0.544 loss_bbox_1: 0.3154 loss_giou_1: 0.4779 loss_ce_2: 0.4923 loss_bbox_2: 0.2764 loss_giou_2: 0.4423 loss_ce_3: 0.4735 loss_bbox_3: 0.2673 loss_giou_3: 0.425 loss_ce_4: 0.4763 loss_bbox_4: 0.2568 loss_giou_4: 0.4198 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:41] d2.utils.events INFO: eta: 1 day, 9:14:25 iter: 22639 total_loss: 7.995 loss_ce: 0.4943 loss_bbox: 0.2858 loss_giou: 0.4182 loss_ce_0: 0.657 loss_bbox_0: 0.4629 loss_giou_0: 0.6405 loss_ce_1: 0.5697 loss_bbox_1: 0.324 loss_giou_1: 0.4825 loss_ce_2: 0.5138 loss_bbox_2: 0.2969 loss_giou_2: 0.4464 loss_ce_3: 0.4882 loss_bbox_3: 0.287 loss_giou_3: 0.4344 loss_ce_4: 0.492 loss_bbox_4: 0.2862 loss_giou_4: 0.4278 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:47] d2.utils.events INFO: eta: 1 day, 9:14:45 iter: 22659 total_loss: 7.951 loss_ce: 0.5141 loss_bbox: 0.2479 loss_giou: 0.4424 loss_ce_0: 0.6558 loss_bbox_0: 0.4406 loss_giou_0: 0.6635 loss_ce_1: 0.5645 loss_bbox_1: 0.3074 loss_giou_1: 0.4936 loss_ce_2: 0.5243 loss_bbox_2: 0.2671 loss_giou_2: 0.4627 loss_ce_3: 0.5077 loss_bbox_3: 0.2517 loss_giou_3: 0.445 loss_ce_4: 0.5062 loss_bbox_4: 0.2508 loss_giou_4: 0.4412 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:53] d2.utils.events INFO: eta: 1 day, 9:15:18 iter: 22679 total_loss: 8.157 loss_ce: 0.4973 loss_bbox: 0.265 loss_giou: 0.4439 loss_ce_0: 0.6497 loss_bbox_0: 0.4339 loss_giou_0: 0.667 loss_ce_1: 0.5525 loss_bbox_1: 0.3077 loss_giou_1: 0.5084 loss_ce_2: 0.5236 loss_bbox_2: 0.2819 loss_giou_2: 0.4657 loss_ce_3: 0.5032 loss_bbox_3: 0.2751 loss_giou_3: 0.4518 loss_ce_4: 0.5077 loss_bbox_4: 0.2689 loss_giou_4: 0.4467 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 15:02:58] d2.utils.events INFO: eta: 1 day, 9:14:34 iter: 22699 total_loss: 8.031 loss_ce: 0.4729 loss_bbox: 0.2588 loss_giou: 0.4304 loss_ce_0: 0.6569 loss_bbox_0: 0.448 loss_giou_0: 0.6405 loss_ce_1: 0.5651 loss_bbox_1: 0.3021 loss_giou_1: 0.4819 loss_ce_2: 0.5139 loss_bbox_2: 0.2748 loss_giou_2: 0.4488 loss_ce_3: 0.4813 loss_bbox_3: 0.2658 loss_giou_3: 0.4245 loss_ce_4: 0.4798 loss_bbox_4: 0.2634 loss_giou_4: 0.4213 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:04] d2.utils.events INFO: eta: 1 day, 9:15:07 iter: 22719 total_loss: 7.916 loss_ce: 0.4939 loss_bbox: 0.2631 loss_giou: 0.4315 loss_ce_0: 0.6466 loss_bbox_0: 0.4641 loss_giou_0: 0.6742 loss_ce_1: 0.5485 loss_bbox_1: 0.3154 loss_giou_1: 0.5084 loss_ce_2: 0.5089 loss_bbox_2: 0.2839 loss_giou_2: 0.4664 loss_ce_3: 0.4857 loss_bbox_3: 0.2717 loss_giou_3: 0.4429 loss_ce_4: 0.4841 loss_bbox_4: 0.2642 loss_giou_4: 0.4335 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:10] d2.utils.events INFO: eta: 1 day, 9:15:31 iter: 22739 total_loss: 7.722 loss_ce: 0.456 loss_bbox: 0.2502 loss_giou: 0.4284 loss_ce_0: 0.6311 loss_bbox_0: 0.4274 loss_giou_0: 0.6561 loss_ce_1: 0.5285 loss_bbox_1: 0.3009 loss_giou_1: 0.4839 loss_ce_2: 0.4798 loss_bbox_2: 0.2628 loss_giou_2: 0.4397 loss_ce_3: 0.4558 loss_bbox_3: 0.2579 loss_giou_3: 0.4302 loss_ce_4: 0.4576 loss_bbox_4: 0.2485 loss_giou_4: 0.4308 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:15] d2.utils.events INFO: eta: 1 day, 9:15:25 iter: 22759 total_loss: 7.619 loss_ce: 0.4938 loss_bbox: 0.2516 loss_giou: 0.4308 loss_ce_0: 0.6494 loss_bbox_0: 0.4182 loss_giou_0: 0.6348 loss_ce_1: 0.5379 loss_bbox_1: 0.3041 loss_giou_1: 0.4943 loss_ce_2: 0.4956 loss_bbox_2: 0.2649 loss_giou_2: 0.4452 loss_ce_3: 0.4998 loss_bbox_3: 0.2534 loss_giou_3: 0.4364 loss_ce_4: 0.4921 loss_bbox_4: 0.2519 loss_giou_4: 0.4282 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:21] d2.utils.events INFO: eta: 1 day, 9:15:38 iter: 22779 total_loss: 8.137 loss_ce: 0.5059 loss_bbox: 0.2697 loss_giou: 0.4475 loss_ce_0: 0.6384 loss_bbox_0: 0.4531 loss_giou_0: 0.6619 loss_ce_1: 0.5518 loss_bbox_1: 0.3093 loss_giou_1: 0.5094 loss_ce_2: 0.522 loss_bbox_2: 0.2864 loss_giou_2: 0.4653 loss_ce_3: 0.5039 loss_bbox_3: 0.2749 loss_giou_3: 0.4575 loss_ce_4: 0.5043 loss_bbox_4: 0.2687 loss_giou_4: 0.4513 time: 0.2803 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:26] d2.utils.events INFO: eta: 1 day, 9:14:56 iter: 22799 total_loss: 8.021 loss_ce: 0.4847 loss_bbox: 0.2686 loss_giou: 0.4275 loss_ce_0: 0.635 loss_bbox_0: 0.4352 loss_giou_0: 0.6687 loss_ce_1: 0.5414 loss_bbox_1: 0.3074 loss_giou_1: 0.4994 loss_ce_2: 0.5106 loss_bbox_2: 0.2706 loss_giou_2: 0.4587 loss_ce_3: 0.4824 loss_bbox_3: 0.2705 loss_giou_3: 0.4369 loss_ce_4: 0.4803 loss_bbox_4: 0.2705 loss_giou_4: 0.4318 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:32] d2.utils.events INFO: eta: 1 day, 9:14:45 iter: 22819 total_loss: 7.921 loss_ce: 0.516 loss_bbox: 0.2415 loss_giou: 0.4122 loss_ce_0: 0.6697 loss_bbox_0: 0.4313 loss_giou_0: 0.6128 loss_ce_1: 0.5729 loss_bbox_1: 0.2918 loss_giou_1: 0.4667 loss_ce_2: 0.5371 loss_bbox_2: 0.2659 loss_giou_2: 0.4204 loss_ce_3: 0.5212 loss_bbox_3: 0.2508 loss_giou_3: 0.4137 loss_ce_4: 0.5206 loss_bbox_4: 0.2427 loss_giou_4: 0.412 time: 0.2803 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:38] d2.utils.events INFO: eta: 1 day, 9:13:52 iter: 22839 total_loss: 7.719 loss_ce: 0.4752 loss_bbox: 0.251 loss_giou: 0.4248 loss_ce_0: 0.6357 loss_bbox_0: 0.437 loss_giou_0: 0.6338 loss_ce_1: 0.552 loss_bbox_1: 0.2953 loss_giou_1: 0.4876 loss_ce_2: 0.5188 loss_bbox_2: 0.2666 loss_giou_2: 0.4477 loss_ce_3: 0.483 loss_bbox_3: 0.2579 loss_giou_3: 0.4277 loss_ce_4: 0.4868 loss_bbox_4: 0.2561 loss_giou_4: 0.4269 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:43] d2.utils.events INFO: eta: 1 day, 9:13:01 iter: 22859 total_loss: 7.837 loss_ce: 0.5008 loss_bbox: 0.2393 loss_giou: 0.4246 loss_ce_0: 0.6311 loss_bbox_0: 0.4175 loss_giou_0: 0.6733 loss_ce_1: 0.5525 loss_bbox_1: 0.2933 loss_giou_1: 0.5072 loss_ce_2: 0.5123 loss_bbox_2: 0.257 loss_giou_2: 0.4528 loss_ce_3: 0.5048 loss_bbox_3: 0.2515 loss_giou_3: 0.4374 loss_ce_4: 0.4945 loss_bbox_4: 0.2439 loss_giou_4: 0.429 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:49] d2.utils.events INFO: eta: 1 day, 9:12:58 iter: 22879 total_loss: 7.305 loss_ce: 0.4776 loss_bbox: 0.2457 loss_giou: 0.4066 loss_ce_0: 0.6361 loss_bbox_0: 0.4316 loss_giou_0: 0.6208 loss_ce_1: 0.5443 loss_bbox_1: 0.2943 loss_giou_1: 0.458 loss_ce_2: 0.5117 loss_bbox_2: 0.2602 loss_giou_2: 0.4172 loss_ce_3: 0.4904 loss_bbox_3: 0.2495 loss_giou_3: 0.4184 loss_ce_4: 0.4886 loss_bbox_4: 0.2543 loss_giou_4: 0.4069 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 15:03:55] d2.utils.events INFO: eta: 1 day, 9:14:36 iter: 22899 total_loss: 8.005 loss_ce: 0.4874 loss_bbox: 0.2676 loss_giou: 0.4357 loss_ce_0: 0.6383 loss_bbox_0: 0.4425 loss_giou_0: 0.6732 loss_ce_1: 0.5405 loss_bbox_1: 0.32 loss_giou_1: 0.5056 loss_ce_2: 0.5046 loss_bbox_2: 0.2794 loss_giou_2: 0.4588 loss_ce_3: 0.4784 loss_bbox_3: 0.2768 loss_giou_3: 0.4445 loss_ce_4: 0.4693 loss_bbox_4: 0.2718 loss_giou_4: 0.4369 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:00] d2.utils.events INFO: eta: 1 day, 9:14:17 iter: 22919 total_loss: 8.004 loss_ce: 0.5025 loss_bbox: 0.259 loss_giou: 0.433 loss_ce_0: 0.6577 loss_bbox_0: 0.4347 loss_giou_0: 0.6653 loss_ce_1: 0.5727 loss_bbox_1: 0.2989 loss_giou_1: 0.5052 loss_ce_2: 0.5297 loss_bbox_2: 0.2707 loss_giou_2: 0.4578 loss_ce_3: 0.5133 loss_bbox_3: 0.2593 loss_giou_3: 0.4387 loss_ce_4: 0.5057 loss_bbox_4: 0.2552 loss_giou_4: 0.4322 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:06] d2.utils.events INFO: eta: 1 day, 9:13:48 iter: 22939 total_loss: 7.69 loss_ce: 0.4787 loss_bbox: 0.2707 loss_giou: 0.4253 loss_ce_0: 0.6368 loss_bbox_0: 0.4345 loss_giou_0: 0.6269 loss_ce_1: 0.5596 loss_bbox_1: 0.3203 loss_giou_1: 0.4889 loss_ce_2: 0.5015 loss_bbox_2: 0.2874 loss_giou_2: 0.4443 loss_ce_3: 0.4801 loss_bbox_3: 0.2784 loss_giou_3: 0.4367 loss_ce_4: 0.4727 loss_bbox_4: 0.2707 loss_giou_4: 0.4303 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:12] d2.utils.events INFO: eta: 1 day, 9:12:32 iter: 22959 total_loss: 7.923 loss_ce: 0.4999 loss_bbox: 0.269 loss_giou: 0.4181 loss_ce_0: 0.6534 loss_bbox_0: 0.4383 loss_giou_0: 0.6475 loss_ce_1: 0.5562 loss_bbox_1: 0.3082 loss_giou_1: 0.4849 loss_ce_2: 0.5129 loss_bbox_2: 0.2781 loss_giou_2: 0.438 loss_ce_3: 0.5066 loss_bbox_3: 0.2751 loss_giou_3: 0.4268 loss_ce_4: 0.5042 loss_bbox_4: 0.2718 loss_giou_4: 0.4206 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:17] d2.utils.events INFO: eta: 1 day, 9:12:26 iter: 22979 total_loss: 8.066 loss_ce: 0.4842 loss_bbox: 0.275 loss_giou: 0.44 loss_ce_0: 0.6391 loss_bbox_0: 0.4428 loss_giou_0: 0.6519 loss_ce_1: 0.5525 loss_bbox_1: 0.3263 loss_giou_1: 0.5072 loss_ce_2: 0.5089 loss_bbox_2: 0.2956 loss_giou_2: 0.4603 loss_ce_3: 0.4833 loss_bbox_3: 0.2782 loss_giou_3: 0.447 loss_ce_4: 0.4867 loss_bbox_4: 0.2808 loss_giou_4: 0.442 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:23] d2.utils.events INFO: eta: 1 day, 9:12:20 iter: 22999 total_loss: 8.117 loss_ce: 0.4786 loss_bbox: 0.2618 loss_giou: 0.4573 loss_ce_0: 0.6453 loss_bbox_0: 0.4529 loss_giou_0: 0.677 loss_ce_1: 0.5451 loss_bbox_1: 0.3224 loss_giou_1: 0.5186 loss_ce_2: 0.5093 loss_bbox_2: 0.2923 loss_giou_2: 0.4758 loss_ce_3: 0.4877 loss_bbox_3: 0.2772 loss_giou_3: 0.4705 loss_ce_4: 0.4826 loss_bbox_4: 0.2659 loss_giou_4: 0.4631 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:29] d2.utils.events INFO: eta: 1 day, 9:11:32 iter: 23019 total_loss: 7.92 loss_ce: 0.5056 loss_bbox: 0.248 loss_giou: 0.419 loss_ce_0: 0.6369 loss_bbox_0: 0.4448 loss_giou_0: 0.6729 loss_ce_1: 0.5538 loss_bbox_1: 0.2951 loss_giou_1: 0.492 loss_ce_2: 0.5212 loss_bbox_2: 0.2708 loss_giou_2: 0.4364 loss_ce_3: 0.5171 loss_bbox_3: 0.2548 loss_giou_3: 0.4178 loss_ce_4: 0.5024 loss_bbox_4: 0.2541 loss_giou_4: 0.4196 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:34] d2.utils.events INFO: eta: 1 day, 9:11:26 iter: 23039 total_loss: 8.08 loss_ce: 0.5031 loss_bbox: 0.2677 loss_giou: 0.4452 loss_ce_0: 0.6427 loss_bbox_0: 0.452 loss_giou_0: 0.6686 loss_ce_1: 0.5619 loss_bbox_1: 0.3164 loss_giou_1: 0.5215 loss_ce_2: 0.5336 loss_bbox_2: 0.2857 loss_giou_2: 0.4652 loss_ce_3: 0.5136 loss_bbox_3: 0.283 loss_giou_3: 0.458 loss_ce_4: 0.5054 loss_bbox_4: 0.271 loss_giou_4: 0.45 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:40] d2.utils.events INFO: eta: 1 day, 9:11:16 iter: 23059 total_loss: 7.952 loss_ce: 0.4997 loss_bbox: 0.2655 loss_giou: 0.4492 loss_ce_0: 0.6603 loss_bbox_0: 0.426 loss_giou_0: 0.6648 loss_ce_1: 0.5514 loss_bbox_1: 0.3062 loss_giou_1: 0.5129 loss_ce_2: 0.5232 loss_bbox_2: 0.2796 loss_giou_2: 0.4668 loss_ce_3: 0.4959 loss_bbox_3: 0.2701 loss_giou_3: 0.455 loss_ce_4: 0.4984 loss_bbox_4: 0.2715 loss_giou_4: 0.4547 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:46] d2.utils.events INFO: eta: 1 day, 9:11:00 iter: 23079 total_loss: 7.569 loss_ce: 0.4898 loss_bbox: 0.2498 loss_giou: 0.4093 loss_ce_0: 0.6263 loss_bbox_0: 0.4356 loss_giou_0: 0.6333 loss_ce_1: 0.5402 loss_bbox_1: 0.3029 loss_giou_1: 0.4839 loss_ce_2: 0.5071 loss_bbox_2: 0.264 loss_giou_2: 0.4336 loss_ce_3: 0.4864 loss_bbox_3: 0.2558 loss_giou_3: 0.4184 loss_ce_4: 0.4844 loss_bbox_4: 0.249 loss_giou_4: 0.4102 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:51] d2.utils.events INFO: eta: 1 day, 9:11:02 iter: 23099 total_loss: 7.731 loss_ce: 0.4777 loss_bbox: 0.2588 loss_giou: 0.4427 loss_ce_0: 0.6215 loss_bbox_0: 0.4398 loss_giou_0: 0.6748 loss_ce_1: 0.5315 loss_bbox_1: 0.3082 loss_giou_1: 0.5227 loss_ce_2: 0.4905 loss_bbox_2: 0.283 loss_giou_2: 0.478 loss_ce_3: 0.4779 loss_bbox_3: 0.2668 loss_giou_3: 0.4547 loss_ce_4: 0.4828 loss_bbox_4: 0.2644 loss_giou_4: 0.4467 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 15:04:57] d2.utils.events INFO: eta: 1 day, 9:10:43 iter: 23119 total_loss: 8.043 loss_ce: 0.4808 loss_bbox: 0.2704 loss_giou: 0.4563 loss_ce_0: 0.6419 loss_bbox_0: 0.4342 loss_giou_0: 0.695 loss_ce_1: 0.5576 loss_bbox_1: 0.3049 loss_giou_1: 0.5222 loss_ce_2: 0.5074 loss_bbox_2: 0.2708 loss_giou_2: 0.4811 loss_ce_3: 0.4901 loss_bbox_3: 0.2683 loss_giou_3: 0.4667 loss_ce_4: 0.4793 loss_bbox_4: 0.2729 loss_giou_4: 0.4635 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:02] d2.utils.events INFO: eta: 1 day, 9:10:42 iter: 23139 total_loss: 7.937 loss_ce: 0.4876 loss_bbox: 0.2777 loss_giou: 0.4124 loss_ce_0: 0.6446 loss_bbox_0: 0.4349 loss_giou_0: 0.6323 loss_ce_1: 0.5495 loss_bbox_1: 0.3113 loss_giou_1: 0.4866 loss_ce_2: 0.5164 loss_bbox_2: 0.2863 loss_giou_2: 0.4418 loss_ce_3: 0.5008 loss_bbox_3: 0.2796 loss_giou_3: 0.4231 loss_ce_4: 0.4881 loss_bbox_4: 0.2743 loss_giou_4: 0.4174 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:08] d2.utils.events INFO: eta: 1 day, 9:10:50 iter: 23159 total_loss: 7.8 loss_ce: 0.4623 loss_bbox: 0.2289 loss_giou: 0.4433 loss_ce_0: 0.6146 loss_bbox_0: 0.41 loss_giou_0: 0.6659 loss_ce_1: 0.5338 loss_bbox_1: 0.2747 loss_giou_1: 0.5143 loss_ce_2: 0.4896 loss_bbox_2: 0.2407 loss_giou_2: 0.4681 loss_ce_3: 0.4686 loss_bbox_3: 0.2345 loss_giou_3: 0.4554 loss_ce_4: 0.4756 loss_bbox_4: 0.2296 loss_giou_4: 0.4436 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:14] d2.utils.events INFO: eta: 1 day, 9:10:45 iter: 23179 total_loss: 7.775 loss_ce: 0.5061 loss_bbox: 0.2664 loss_giou: 0.399 loss_ce_0: 0.6576 loss_bbox_0: 0.4529 loss_giou_0: 0.6128 loss_ce_1: 0.5714 loss_bbox_1: 0.3096 loss_giou_1: 0.46 loss_ce_2: 0.5148 loss_bbox_2: 0.2779 loss_giou_2: 0.4246 loss_ce_3: 0.5046 loss_bbox_3: 0.2772 loss_giou_3: 0.4149 loss_ce_4: 0.5026 loss_bbox_4: 0.2678 loss_giou_4: 0.4064 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:19] d2.utils.events INFO: eta: 1 day, 9:11:29 iter: 23199 total_loss: 7.961 loss_ce: 0.4924 loss_bbox: 0.2596 loss_giou: 0.4302 loss_ce_0: 0.6254 loss_bbox_0: 0.4459 loss_giou_0: 0.6514 loss_ce_1: 0.5472 loss_bbox_1: 0.3181 loss_giou_1: 0.489 loss_ce_2: 0.5071 loss_bbox_2: 0.276 loss_giou_2: 0.4495 loss_ce_3: 0.4963 loss_bbox_3: 0.2654 loss_giou_3: 0.4339 loss_ce_4: 0.4835 loss_bbox_4: 0.2619 loss_giou_4: 0.4317 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:25] d2.utils.events INFO: eta: 1 day, 9:11:49 iter: 23219 total_loss: 7.773 loss_ce: 0.488 loss_bbox: 0.2704 loss_giou: 0.4055 loss_ce_0: 0.6424 loss_bbox_0: 0.434 loss_giou_0: 0.6234 loss_ce_1: 0.5431 loss_bbox_1: 0.3075 loss_giou_1: 0.4713 loss_ce_2: 0.5064 loss_bbox_2: 0.289 loss_giou_2: 0.4353 loss_ce_3: 0.4916 loss_bbox_3: 0.2745 loss_giou_3: 0.4191 loss_ce_4: 0.4784 loss_bbox_4: 0.2698 loss_giou_4: 0.41 time: 0.2803 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:31] d2.utils.events INFO: eta: 1 day, 9:12:00 iter: 23239 total_loss: 8.054 loss_ce: 0.4922 loss_bbox: 0.2735 loss_giou: 0.4271 loss_ce_0: 0.6338 loss_bbox_0: 0.4533 loss_giou_0: 0.6261 loss_ce_1: 0.5555 loss_bbox_1: 0.3203 loss_giou_1: 0.4881 loss_ce_2: 0.5134 loss_bbox_2: 0.2841 loss_giou_2: 0.4456 loss_ce_3: 0.4975 loss_bbox_3: 0.2808 loss_giou_3: 0.4349 loss_ce_4: 0.4874 loss_bbox_4: 0.2727 loss_giou_4: 0.4279 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:36] d2.utils.events INFO: eta: 1 day, 9:11:54 iter: 23259 total_loss: 7.866 loss_ce: 0.49 loss_bbox: 0.2499 loss_giou: 0.4274 loss_ce_0: 0.6494 loss_bbox_0: 0.4297 loss_giou_0: 0.6634 loss_ce_1: 0.5609 loss_bbox_1: 0.3005 loss_giou_1: 0.5063 loss_ce_2: 0.519 loss_bbox_2: 0.2707 loss_giou_2: 0.4547 loss_ce_3: 0.5035 loss_bbox_3: 0.2568 loss_giou_3: 0.4424 loss_ce_4: 0.4826 loss_bbox_4: 0.2511 loss_giou_4: 0.4329 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:42] d2.utils.events INFO: eta: 1 day, 9:12:28 iter: 23279 total_loss: 7.77 loss_ce: 0.499 loss_bbox: 0.2603 loss_giou: 0.4167 loss_ce_0: 0.6378 loss_bbox_0: 0.439 loss_giou_0: 0.6317 loss_ce_1: 0.5705 loss_bbox_1: 0.306 loss_giou_1: 0.4842 loss_ce_2: 0.525 loss_bbox_2: 0.2742 loss_giou_2: 0.4343 loss_ce_3: 0.5005 loss_bbox_3: 0.2635 loss_giou_3: 0.4175 loss_ce_4: 0.4987 loss_bbox_4: 0.2548 loss_giou_4: 0.4183 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:48] d2.utils.events INFO: eta: 1 day, 9:12:22 iter: 23299 total_loss: 7.612 loss_ce: 0.4589 loss_bbox: 0.2583 loss_giou: 0.4153 loss_ce_0: 0.6322 loss_bbox_0: 0.4236 loss_giou_0: 0.6261 loss_ce_1: 0.5366 loss_bbox_1: 0.3111 loss_giou_1: 0.4798 loss_ce_2: 0.4835 loss_bbox_2: 0.276 loss_giou_2: 0.4411 loss_ce_3: 0.4661 loss_bbox_3: 0.271 loss_giou_3: 0.4234 loss_ce_4: 0.4507 loss_bbox_4: 0.2627 loss_giou_4: 0.421 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:54] d2.utils.events INFO: eta: 1 day, 9:12:16 iter: 23319 total_loss: 7.714 loss_ce: 0.4592 loss_bbox: 0.2707 loss_giou: 0.4101 loss_ce_0: 0.6561 loss_bbox_0: 0.4479 loss_giou_0: 0.6026 loss_ce_1: 0.5483 loss_bbox_1: 0.312 loss_giou_1: 0.4617 loss_ce_2: 0.5048 loss_bbox_2: 0.2909 loss_giou_2: 0.4391 loss_ce_3: 0.4757 loss_bbox_3: 0.2738 loss_giou_3: 0.4199 loss_ce_4: 0.4643 loss_bbox_4: 0.2747 loss_giou_4: 0.4125 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 15:05:59] d2.utils.events INFO: eta: 1 day, 9:12:26 iter: 23339 total_loss: 8.046 loss_ce: 0.4904 loss_bbox: 0.2852 loss_giou: 0.4329 loss_ce_0: 0.6443 loss_bbox_0: 0.4543 loss_giou_0: 0.6407 loss_ce_1: 0.5595 loss_bbox_1: 0.3237 loss_giou_1: 0.4895 loss_ce_2: 0.517 loss_bbox_2: 0.2927 loss_giou_2: 0.4482 loss_ce_3: 0.4986 loss_bbox_3: 0.2929 loss_giou_3: 0.4417 loss_ce_4: 0.4908 loss_bbox_4: 0.2851 loss_giou_4: 0.4306 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:05] d2.utils.events INFO: eta: 1 day, 9:12:33 iter: 23359 total_loss: 8.254 loss_ce: 0.4993 loss_bbox: 0.2668 loss_giou: 0.4445 loss_ce_0: 0.6557 loss_bbox_0: 0.4633 loss_giou_0: 0.6609 loss_ce_1: 0.5852 loss_bbox_1: 0.3223 loss_giou_1: 0.508 loss_ce_2: 0.5304 loss_bbox_2: 0.2829 loss_giou_2: 0.4575 loss_ce_3: 0.501 loss_bbox_3: 0.2805 loss_giou_3: 0.4475 loss_ce_4: 0.4928 loss_bbox_4: 0.2711 loss_giou_4: 0.4457 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:11] d2.utils.events INFO: eta: 1 day, 9:12:51 iter: 23379 total_loss: 7.991 loss_ce: 0.4643 loss_bbox: 0.2662 loss_giou: 0.4463 loss_ce_0: 0.5987 loss_bbox_0: 0.4466 loss_giou_0: 0.6831 loss_ce_1: 0.5133 loss_bbox_1: 0.3175 loss_giou_1: 0.5281 loss_ce_2: 0.479 loss_bbox_2: 0.2832 loss_giou_2: 0.4798 loss_ce_3: 0.4736 loss_bbox_3: 0.2774 loss_giou_3: 0.4614 loss_ce_4: 0.4712 loss_bbox_4: 0.2688 loss_giou_4: 0.4474 time: 0.2803 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:16] d2.utils.events INFO: eta: 1 day, 9:12:41 iter: 23399 total_loss: 7.992 loss_ce: 0.4958 loss_bbox: 0.2683 loss_giou: 0.4097 loss_ce_0: 0.6499 loss_bbox_0: 0.4466 loss_giou_0: 0.6237 loss_ce_1: 0.5685 loss_bbox_1: 0.3154 loss_giou_1: 0.4791 loss_ce_2: 0.516 loss_bbox_2: 0.2793 loss_giou_2: 0.4368 loss_ce_3: 0.5062 loss_bbox_3: 0.2762 loss_giou_3: 0.4229 loss_ce_4: 0.4926 loss_bbox_4: 0.2717 loss_giou_4: 0.4091 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:22] d2.utils.events INFO: eta: 1 day, 9:13:09 iter: 23419 total_loss: 8.177 loss_ce: 0.4756 loss_bbox: 0.2661 loss_giou: 0.4528 loss_ce_0: 0.6297 loss_bbox_0: 0.4452 loss_giou_0: 0.6734 loss_ce_1: 0.5143 loss_bbox_1: 0.3051 loss_giou_1: 0.5265 loss_ce_2: 0.5118 loss_bbox_2: 0.2826 loss_giou_2: 0.4767 loss_ce_3: 0.4845 loss_bbox_3: 0.2686 loss_giou_3: 0.4635 loss_ce_4: 0.4741 loss_bbox_4: 0.2699 loss_giou_4: 0.4514 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:28] d2.utils.events INFO: eta: 1 day, 9:13:25 iter: 23439 total_loss: 7.981 loss_ce: 0.484 loss_bbox: 0.264 loss_giou: 0.4522 loss_ce_0: 0.6442 loss_bbox_0: 0.43 loss_giou_0: 0.6779 loss_ce_1: 0.5482 loss_bbox_1: 0.2971 loss_giou_1: 0.5219 loss_ce_2: 0.5174 loss_bbox_2: 0.2783 loss_giou_2: 0.4751 loss_ce_3: 0.5009 loss_bbox_3: 0.2633 loss_giou_3: 0.464 loss_ce_4: 0.4791 loss_bbox_4: 0.2661 loss_giou_4: 0.4512 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:33] d2.utils.events INFO: eta: 1 day, 9:12:57 iter: 23459 total_loss: 8.116 loss_ce: 0.5074 loss_bbox: 0.266 loss_giou: 0.4189 loss_ce_0: 0.6324 loss_bbox_0: 0.4366 loss_giou_0: 0.6347 loss_ce_1: 0.5426 loss_bbox_1: 0.3079 loss_giou_1: 0.4953 loss_ce_2: 0.5228 loss_bbox_2: 0.2819 loss_giou_2: 0.4423 loss_ce_3: 0.5117 loss_bbox_3: 0.2749 loss_giou_3: 0.4275 loss_ce_4: 0.495 loss_bbox_4: 0.2706 loss_giou_4: 0.4212 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:39] d2.utils.events INFO: eta: 1 day, 9:13:31 iter: 23479 total_loss: 7.647 loss_ce: 0.4557 loss_bbox: 0.2674 loss_giou: 0.4342 loss_ce_0: 0.6322 loss_bbox_0: 0.4322 loss_giou_0: 0.6592 loss_ce_1: 0.5319 loss_bbox_1: 0.3036 loss_giou_1: 0.511 loss_ce_2: 0.4927 loss_bbox_2: 0.2792 loss_giou_2: 0.4549 loss_ce_3: 0.4663 loss_bbox_3: 0.272 loss_giou_3: 0.4451 loss_ce_4: 0.4616 loss_bbox_4: 0.2663 loss_giou_4: 0.4367 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:45] d2.utils.events INFO: eta: 1 day, 9:13:08 iter: 23499 total_loss: 7.456 loss_ce: 0.4526 loss_bbox: 0.2475 loss_giou: 0.4075 loss_ce_0: 0.6215 loss_bbox_0: 0.427 loss_giou_0: 0.608 loss_ce_1: 0.5156 loss_bbox_1: 0.2873 loss_giou_1: 0.4637 loss_ce_2: 0.4771 loss_bbox_2: 0.2673 loss_giou_2: 0.4304 loss_ce_3: 0.4522 loss_bbox_3: 0.2537 loss_giou_3: 0.4152 loss_ce_4: 0.444 loss_bbox_4: 0.2471 loss_giou_4: 0.4064 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:50] d2.utils.events INFO: eta: 1 day, 9:12:17 iter: 23519 total_loss: 7.726 loss_ce: 0.4617 loss_bbox: 0.253 loss_giou: 0.4228 loss_ce_0: 0.6335 loss_bbox_0: 0.4251 loss_giou_0: 0.663 loss_ce_1: 0.5371 loss_bbox_1: 0.3022 loss_giou_1: 0.5013 loss_ce_2: 0.4877 loss_bbox_2: 0.267 loss_giou_2: 0.4453 loss_ce_3: 0.4752 loss_bbox_3: 0.2583 loss_giou_3: 0.425 loss_ce_4: 0.4626 loss_bbox_4: 0.2541 loss_giou_4: 0.4221 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 15:06:56] d2.utils.events INFO: eta: 1 day, 9:12:08 iter: 23539 total_loss: 7.843 loss_ce: 0.4917 loss_bbox: 0.2559 loss_giou: 0.4155 loss_ce_0: 0.6657 loss_bbox_0: 0.4367 loss_giou_0: 0.6405 loss_ce_1: 0.5493 loss_bbox_1: 0.3068 loss_giou_1: 0.4858 loss_ce_2: 0.5244 loss_bbox_2: 0.2701 loss_giou_2: 0.4432 loss_ce_3: 0.501 loss_bbox_3: 0.2608 loss_giou_3: 0.4195 loss_ce_4: 0.4901 loss_bbox_4: 0.2554 loss_giou_4: 0.4138 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:02] d2.utils.events INFO: eta: 1 day, 9:12:40 iter: 23559 total_loss: 7.574 loss_ce: 0.4874 loss_bbox: 0.26 loss_giou: 0.4035 loss_ce_0: 0.6319 loss_bbox_0: 0.4273 loss_giou_0: 0.6184 loss_ce_1: 0.5426 loss_bbox_1: 0.3057 loss_giou_1: 0.4727 loss_ce_2: 0.5102 loss_bbox_2: 0.2775 loss_giou_2: 0.4275 loss_ce_3: 0.4895 loss_bbox_3: 0.2641 loss_giou_3: 0.4113 loss_ce_4: 0.4848 loss_bbox_4: 0.2595 loss_giou_4: 0.4039 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:07] d2.utils.events INFO: eta: 1 day, 9:12:45 iter: 23579 total_loss: 7.787 loss_ce: 0.5042 loss_bbox: 0.2573 loss_giou: 0.4299 loss_ce_0: 0.6426 loss_bbox_0: 0.4385 loss_giou_0: 0.637 loss_ce_1: 0.5527 loss_bbox_1: 0.304 loss_giou_1: 0.4926 loss_ce_2: 0.5159 loss_bbox_2: 0.2743 loss_giou_2: 0.4503 loss_ce_3: 0.5022 loss_bbox_3: 0.2638 loss_giou_3: 0.4386 loss_ce_4: 0.5069 loss_bbox_4: 0.2594 loss_giou_4: 0.433 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:13] d2.utils.events INFO: eta: 1 day, 9:11:55 iter: 23599 total_loss: 8.235 loss_ce: 0.5225 loss_bbox: 0.267 loss_giou: 0.4435 loss_ce_0: 0.6515 loss_bbox_0: 0.445 loss_giou_0: 0.6619 loss_ce_1: 0.5732 loss_bbox_1: 0.3201 loss_giou_1: 0.5032 loss_ce_2: 0.5334 loss_bbox_2: 0.2824 loss_giou_2: 0.4644 loss_ce_3: 0.5193 loss_bbox_3: 0.2708 loss_giou_3: 0.4481 loss_ce_4: 0.5256 loss_bbox_4: 0.2675 loss_giou_4: 0.4449 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:19] d2.utils.events INFO: eta: 1 day, 9:12:23 iter: 23619 total_loss: 7.739 loss_ce: 0.4642 loss_bbox: 0.2581 loss_giou: 0.4163 loss_ce_0: 0.6144 loss_bbox_0: 0.4401 loss_giou_0: 0.6437 loss_ce_1: 0.5306 loss_bbox_1: 0.3025 loss_giou_1: 0.4902 loss_ce_2: 0.4823 loss_bbox_2: 0.2711 loss_giou_2: 0.4395 loss_ce_3: 0.4605 loss_bbox_3: 0.2607 loss_giou_3: 0.4304 loss_ce_4: 0.4645 loss_bbox_4: 0.2616 loss_giou_4: 0.4165 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:24] d2.utils.events INFO: eta: 1 day, 9:11:49 iter: 23639 total_loss: 7.97 loss_ce: 0.4976 loss_bbox: 0.2606 loss_giou: 0.4088 loss_ce_0: 0.6651 loss_bbox_0: 0.4404 loss_giou_0: 0.6294 loss_ce_1: 0.5606 loss_bbox_1: 0.3123 loss_giou_1: 0.478 loss_ce_2: 0.507 loss_bbox_2: 0.2789 loss_giou_2: 0.4252 loss_ce_3: 0.498 loss_bbox_3: 0.2696 loss_giou_3: 0.4174 loss_ce_4: 0.4904 loss_bbox_4: 0.2599 loss_giou_4: 0.4096 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:30] d2.utils.events INFO: eta: 1 day, 9:11:36 iter: 23659 total_loss: 7.434 loss_ce: 0.4359 loss_bbox: 0.2459 loss_giou: 0.4149 loss_ce_0: 0.6049 loss_bbox_0: 0.4204 loss_giou_0: 0.6532 loss_ce_1: 0.5145 loss_bbox_1: 0.2813 loss_giou_1: 0.4737 loss_ce_2: 0.4594 loss_bbox_2: 0.2558 loss_giou_2: 0.4329 loss_ce_3: 0.4406 loss_bbox_3: 0.2564 loss_giou_3: 0.4263 loss_ce_4: 0.4362 loss_bbox_4: 0.2472 loss_giou_4: 0.4187 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:35] d2.utils.events INFO: eta: 1 day, 9:11:32 iter: 23679 total_loss: 8.108 loss_ce: 0.4956 loss_bbox: 0.2705 loss_giou: 0.4403 loss_ce_0: 0.6544 loss_bbox_0: 0.4388 loss_giou_0: 0.6734 loss_ce_1: 0.5421 loss_bbox_1: 0.319 loss_giou_1: 0.5007 loss_ce_2: 0.5127 loss_bbox_2: 0.2866 loss_giou_2: 0.4614 loss_ce_3: 0.4981 loss_bbox_3: 0.2769 loss_giou_3: 0.4452 loss_ce_4: 0.488 loss_bbox_4: 0.271 loss_giou_4: 0.4413 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:41] d2.utils.events INFO: eta: 1 day, 9:11:38 iter: 23699 total_loss: 7.901 loss_ce: 0.4964 loss_bbox: 0.2805 loss_giou: 0.4115 loss_ce_0: 0.6482 loss_bbox_0: 0.465 loss_giou_0: 0.6127 loss_ce_1: 0.5588 loss_bbox_1: 0.3219 loss_giou_1: 0.4778 loss_ce_2: 0.5073 loss_bbox_2: 0.2955 loss_giou_2: 0.4254 loss_ce_3: 0.5048 loss_bbox_3: 0.2937 loss_giou_3: 0.4122 loss_ce_4: 0.4903 loss_bbox_4: 0.2887 loss_giou_4: 0.4118 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:47] d2.utils.events INFO: eta: 1 day, 9:11:19 iter: 23719 total_loss: 7.734 loss_ce: 0.4714 loss_bbox: 0.2527 loss_giou: 0.4394 loss_ce_0: 0.6206 loss_bbox_0: 0.4463 loss_giou_0: 0.6711 loss_ce_1: 0.529 loss_bbox_1: 0.3045 loss_giou_1: 0.5109 loss_ce_2: 0.4918 loss_bbox_2: 0.2667 loss_giou_2: 0.4648 loss_ce_3: 0.4797 loss_bbox_3: 0.2601 loss_giou_3: 0.4483 loss_ce_4: 0.4744 loss_bbox_4: 0.2549 loss_giou_4: 0.4396 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:53] d2.utils.events INFO: eta: 1 day, 9:11:06 iter: 23739 total_loss: 7.968 loss_ce: 0.4918 loss_bbox: 0.2321 loss_giou: 0.4328 loss_ce_0: 0.6542 loss_bbox_0: 0.4305 loss_giou_0: 0.6619 loss_ce_1: 0.5569 loss_bbox_1: 0.2846 loss_giou_1: 0.4983 loss_ce_2: 0.5106 loss_bbox_2: 0.2468 loss_giou_2: 0.4454 loss_ce_3: 0.4818 loss_bbox_3: 0.2338 loss_giou_3: 0.4372 loss_ce_4: 0.4915 loss_bbox_4: 0.2303 loss_giou_4: 0.433 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 15:07:58] d2.utils.events INFO: eta: 1 day, 9:11:08 iter: 23759 total_loss: 8.004 loss_ce: 0.4955 loss_bbox: 0.2526 loss_giou: 0.448 loss_ce_0: 0.6557 loss_bbox_0: 0.4271 loss_giou_0: 0.6565 loss_ce_1: 0.5671 loss_bbox_1: 0.3018 loss_giou_1: 0.5078 loss_ce_2: 0.5251 loss_bbox_2: 0.2679 loss_giou_2: 0.4653 loss_ce_3: 0.5057 loss_bbox_3: 0.259 loss_giou_3: 0.4569 loss_ce_4: 0.494 loss_bbox_4: 0.2511 loss_giou_4: 0.4535 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:04] d2.utils.events INFO: eta: 1 day, 9:11:00 iter: 23779 total_loss: 8.14 loss_ce: 0.4914 loss_bbox: 0.264 loss_giou: 0.4529 loss_ce_0: 0.6476 loss_bbox_0: 0.439 loss_giou_0: 0.6529 loss_ce_1: 0.5521 loss_bbox_1: 0.3053 loss_giou_1: 0.5173 loss_ce_2: 0.506 loss_bbox_2: 0.2794 loss_giou_2: 0.4754 loss_ce_3: 0.4943 loss_bbox_3: 0.2771 loss_giou_3: 0.4595 loss_ce_4: 0.4876 loss_bbox_4: 0.2632 loss_giou_4: 0.4556 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:09] d2.utils.events INFO: eta: 1 day, 9:10:57 iter: 23799 total_loss: 7.935 loss_ce: 0.4809 loss_bbox: 0.2784 loss_giou: 0.4458 loss_ce_0: 0.6129 loss_bbox_0: 0.4482 loss_giou_0: 0.6653 loss_ce_1: 0.5325 loss_bbox_1: 0.3073 loss_giou_1: 0.5012 loss_ce_2: 0.4943 loss_bbox_2: 0.2875 loss_giou_2: 0.4698 loss_ce_3: 0.4803 loss_bbox_3: 0.2837 loss_giou_3: 0.459 loss_ce_4: 0.4894 loss_bbox_4: 0.2797 loss_giou_4: 0.4493 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:15] d2.utils.events INFO: eta: 1 day, 9:10:53 iter: 23819 total_loss: 7.401 loss_ce: 0.4598 loss_bbox: 0.2266 loss_giou: 0.395 loss_ce_0: 0.6206 loss_bbox_0: 0.411 loss_giou_0: 0.6111 loss_ce_1: 0.5313 loss_bbox_1: 0.2772 loss_giou_1: 0.4676 loss_ce_2: 0.488 loss_bbox_2: 0.239 loss_giou_2: 0.4246 loss_ce_3: 0.4672 loss_bbox_3: 0.2313 loss_giou_3: 0.4098 loss_ce_4: 0.4619 loss_bbox_4: 0.2241 loss_giou_4: 0.3972 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:21] d2.utils.events INFO: eta: 1 day, 9:11:09 iter: 23839 total_loss: 8.029 loss_ce: 0.4869 loss_bbox: 0.2475 loss_giou: 0.4329 loss_ce_0: 0.6251 loss_bbox_0: 0.4347 loss_giou_0: 0.7187 loss_ce_1: 0.5404 loss_bbox_1: 0.3115 loss_giou_1: 0.5173 loss_ce_2: 0.5039 loss_bbox_2: 0.2742 loss_giou_2: 0.4533 loss_ce_3: 0.4839 loss_bbox_3: 0.263 loss_giou_3: 0.4401 loss_ce_4: 0.4795 loss_bbox_4: 0.2549 loss_giou_4: 0.4304 time: 0.2803 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:26] d2.utils.events INFO: eta: 1 day, 9:11:14 iter: 23859 total_loss: 7.803 loss_ce: 0.5151 loss_bbox: 0.243 loss_giou: 0.4089 loss_ce_0: 0.6666 loss_bbox_0: 0.4384 loss_giou_0: 0.6279 loss_ce_1: 0.5665 loss_bbox_1: 0.2946 loss_giou_1: 0.4745 loss_ce_2: 0.543 loss_bbox_2: 0.2668 loss_giou_2: 0.4308 loss_ce_3: 0.5061 loss_bbox_3: 0.2515 loss_giou_3: 0.4265 loss_ce_4: 0.5143 loss_bbox_4: 0.247 loss_giou_4: 0.4228 time: 0.2803 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:32] d2.utils.events INFO: eta: 1 day, 9:10:58 iter: 23879 total_loss: 7.812 loss_ce: 0.4779 loss_bbox: 0.2583 loss_giou: 0.4206 loss_ce_0: 0.6439 loss_bbox_0: 0.4308 loss_giou_0: 0.6267 loss_ce_1: 0.5418 loss_bbox_1: 0.3049 loss_giou_1: 0.4871 loss_ce_2: 0.5076 loss_bbox_2: 0.2786 loss_giou_2: 0.4392 loss_ce_3: 0.4885 loss_bbox_3: 0.266 loss_giou_3: 0.4283 loss_ce_4: 0.4939 loss_bbox_4: 0.2591 loss_giou_4: 0.4193 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:38] d2.utils.events INFO: eta: 1 day, 9:10:36 iter: 23899 total_loss: 7.799 loss_ce: 0.4932 loss_bbox: 0.2544 loss_giou: 0.404 loss_ce_0: 0.6478 loss_bbox_0: 0.4199 loss_giou_0: 0.6199 loss_ce_1: 0.5505 loss_bbox_1: 0.2919 loss_giou_1: 0.4676 loss_ce_2: 0.5166 loss_bbox_2: 0.2767 loss_giou_2: 0.4314 loss_ce_3: 0.491 loss_bbox_3: 0.2574 loss_giou_3: 0.4184 loss_ce_4: 0.4865 loss_bbox_4: 0.2581 loss_giou_4: 0.4076 time: 0.2803 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:43] d2.utils.events INFO: eta: 1 day, 9:10:24 iter: 23919 total_loss: 7.511 loss_ce: 0.461 loss_bbox: 0.2522 loss_giou: 0.4041 loss_ce_0: 0.609 loss_bbox_0: 0.4236 loss_giou_0: 0.6251 loss_ce_1: 0.5386 loss_bbox_1: 0.2857 loss_giou_1: 0.4742 loss_ce_2: 0.4787 loss_bbox_2: 0.2528 loss_giou_2: 0.4297 loss_ce_3: 0.4697 loss_bbox_3: 0.258 loss_giou_3: 0.4142 loss_ce_4: 0.4658 loss_bbox_4: 0.2534 loss_giou_4: 0.4107 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:49] d2.utils.events INFO: eta: 1 day, 9:10:20 iter: 23939 total_loss: 8.222 loss_ce: 0.5174 loss_bbox: 0.2701 loss_giou: 0.4502 loss_ce_0: 0.664 loss_bbox_0: 0.4531 loss_giou_0: 0.6663 loss_ce_1: 0.5824 loss_bbox_1: 0.3292 loss_giou_1: 0.5103 loss_ce_2: 0.5326 loss_bbox_2: 0.2866 loss_giou_2: 0.4604 loss_ce_3: 0.5243 loss_bbox_3: 0.2749 loss_giou_3: 0.4533 loss_ce_4: 0.5069 loss_bbox_4: 0.2704 loss_giou_4: 0.4489 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 15:08:55] d2.utils.events INFO: eta: 1 day, 9:10:25 iter: 23959 total_loss: 7.999 loss_ce: 0.4756 loss_bbox: 0.2695 loss_giou: 0.4408 loss_ce_0: 0.6237 loss_bbox_0: 0.4497 loss_giou_0: 0.6606 loss_ce_1: 0.5377 loss_bbox_1: 0.3048 loss_giou_1: 0.5059 loss_ce_2: 0.488 loss_bbox_2: 0.2818 loss_giou_2: 0.4586 loss_ce_3: 0.4761 loss_bbox_3: 0.2761 loss_giou_3: 0.4459 loss_ce_4: 0.4728 loss_bbox_4: 0.269 loss_giou_4: 0.4435 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:00] d2.utils.events INFO: eta: 1 day, 9:10:04 iter: 23979 total_loss: 7.827 loss_ce: 0.5056 loss_bbox: 0.2413 loss_giou: 0.4307 loss_ce_0: 0.6198 loss_bbox_0: 0.4022 loss_giou_0: 0.6427 loss_ce_1: 0.5502 loss_bbox_1: 0.2905 loss_giou_1: 0.4922 loss_ce_2: 0.503 loss_bbox_2: 0.255 loss_giou_2: 0.4428 loss_ce_3: 0.4939 loss_bbox_3: 0.2427 loss_giou_3: 0.439 loss_ce_4: 0.4983 loss_bbox_4: 0.2426 loss_giou_4: 0.4301 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:06] d2.utils.events INFO: eta: 1 day, 9:09:53 iter: 23999 total_loss: 7.917 loss_ce: 0.4842 loss_bbox: 0.2628 loss_giou: 0.4517 loss_ce_0: 0.6202 loss_bbox_0: 0.4349 loss_giou_0: 0.6745 loss_ce_1: 0.5404 loss_bbox_1: 0.305 loss_giou_1: 0.5155 loss_ce_2: 0.5074 loss_bbox_2: 0.2813 loss_giou_2: 0.4763 loss_ce_3: 0.4877 loss_bbox_3: 0.2723 loss_giou_3: 0.4685 loss_ce_4: 0.4837 loss_bbox_4: 0.2657 loss_giou_4: 0.4551 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:12] d2.utils.events INFO: eta: 1 day, 9:09:47 iter: 24019 total_loss: 8.153 loss_ce: 0.5105 loss_bbox: 0.2683 loss_giou: 0.4295 loss_ce_0: 0.6568 loss_bbox_0: 0.4622 loss_giou_0: 0.666 loss_ce_1: 0.5551 loss_bbox_1: 0.329 loss_giou_1: 0.4962 loss_ce_2: 0.5254 loss_bbox_2: 0.2962 loss_giou_2: 0.4435 loss_ce_3: 0.523 loss_bbox_3: 0.28 loss_giou_3: 0.4344 loss_ce_4: 0.5127 loss_bbox_4: 0.2742 loss_giou_4: 0.4334 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:17] d2.utils.events INFO: eta: 1 day, 9:09:24 iter: 24039 total_loss: 7.796 loss_ce: 0.4893 loss_bbox: 0.2529 loss_giou: 0.4195 loss_ce_0: 0.6433 loss_bbox_0: 0.439 loss_giou_0: 0.6551 loss_ce_1: 0.5556 loss_bbox_1: 0.3054 loss_giou_1: 0.4841 loss_ce_2: 0.5156 loss_bbox_2: 0.2748 loss_giou_2: 0.4411 loss_ce_3: 0.4852 loss_bbox_3: 0.2638 loss_giou_3: 0.433 loss_ce_4: 0.4827 loss_bbox_4: 0.2587 loss_giou_4: 0.4253 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:23] d2.utils.events INFO: eta: 1 day, 9:09:45 iter: 24059 total_loss: 7.861 loss_ce: 0.4983 loss_bbox: 0.268 loss_giou: 0.4133 loss_ce_0: 0.6457 loss_bbox_0: 0.4443 loss_giou_0: 0.6405 loss_ce_1: 0.5522 loss_bbox_1: 0.3098 loss_giou_1: 0.4859 loss_ce_2: 0.5201 loss_bbox_2: 0.2832 loss_giou_2: 0.4347 loss_ce_3: 0.4996 loss_bbox_3: 0.2802 loss_giou_3: 0.4198 loss_ce_4: 0.491 loss_bbox_4: 0.2681 loss_giou_4: 0.4123 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:29] d2.utils.events INFO: eta: 1 day, 9:10:02 iter: 24079 total_loss: 7.954 loss_ce: 0.4821 loss_bbox: 0.2734 loss_giou: 0.411 loss_ce_0: 0.6321 loss_bbox_0: 0.4474 loss_giou_0: 0.6055 loss_ce_1: 0.5426 loss_bbox_1: 0.3238 loss_giou_1: 0.4647 loss_ce_2: 0.5051 loss_bbox_2: 0.2903 loss_giou_2: 0.4279 loss_ce_3: 0.4879 loss_bbox_3: 0.2821 loss_giou_3: 0.4137 loss_ce_4: 0.4863 loss_bbox_4: 0.2753 loss_giou_4: 0.4153 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:34] d2.utils.events INFO: eta: 1 day, 9:10:00 iter: 24099 total_loss: 7.88 loss_ce: 0.4729 loss_bbox: 0.2746 loss_giou: 0.4435 loss_ce_0: 0.634 loss_bbox_0: 0.4459 loss_giou_0: 0.6459 loss_ce_1: 0.5258 loss_bbox_1: 0.3164 loss_giou_1: 0.4982 loss_ce_2: 0.4975 loss_bbox_2: 0.2865 loss_giou_2: 0.462 loss_ce_3: 0.4725 loss_bbox_3: 0.2766 loss_giou_3: 0.4479 loss_ce_4: 0.4607 loss_bbox_4: 0.2756 loss_giou_4: 0.4486 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:40] d2.utils.events INFO: eta: 1 day, 9:09:40 iter: 24119 total_loss: 7.609 loss_ce: 0.4822 loss_bbox: 0.2567 loss_giou: 0.4089 loss_ce_0: 0.6539 loss_bbox_0: 0.4319 loss_giou_0: 0.6046 loss_ce_1: 0.5379 loss_bbox_1: 0.3021 loss_giou_1: 0.4652 loss_ce_2: 0.5009 loss_bbox_2: 0.2704 loss_giou_2: 0.4229 loss_ce_3: 0.4787 loss_bbox_3: 0.2559 loss_giou_3: 0.4119 loss_ce_4: 0.4822 loss_bbox_4: 0.2564 loss_giou_4: 0.4043 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:46] d2.utils.events INFO: eta: 1 day, 9:09:40 iter: 24139 total_loss: 8.027 loss_ce: 0.5058 loss_bbox: 0.2537 loss_giou: 0.4147 loss_ce_0: 0.6458 loss_bbox_0: 0.4315 loss_giou_0: 0.6441 loss_ce_1: 0.555 loss_bbox_1: 0.3019 loss_giou_1: 0.4697 loss_ce_2: 0.5209 loss_bbox_2: 0.2706 loss_giou_2: 0.4359 loss_ce_3: 0.4996 loss_bbox_3: 0.2647 loss_giou_3: 0.4221 loss_ce_4: 0.4994 loss_bbox_4: 0.2578 loss_giou_4: 0.418 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:51] d2.utils.events INFO: eta: 1 day, 9:09:08 iter: 24159 total_loss: 7.48 loss_ce: 0.4749 loss_bbox: 0.2486 loss_giou: 0.3921 loss_ce_0: 0.631 loss_bbox_0: 0.4336 loss_giou_0: 0.6114 loss_ce_1: 0.5476 loss_bbox_1: 0.2994 loss_giou_1: 0.4593 loss_ce_2: 0.4959 loss_bbox_2: 0.2643 loss_giou_2: 0.4144 loss_ce_3: 0.4793 loss_bbox_3: 0.2544 loss_giou_3: 0.4005 loss_ce_4: 0.4708 loss_bbox_4: 0.2476 loss_giou_4: 0.3941 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 15:09:57] d2.utils.events INFO: eta: 1 day, 9:09:11 iter: 24179 total_loss: 7.964 loss_ce: 0.4875 loss_bbox: 0.2785 loss_giou: 0.4368 loss_ce_0: 0.635 loss_bbox_0: 0.4423 loss_giou_0: 0.6744 loss_ce_1: 0.5391 loss_bbox_1: 0.319 loss_giou_1: 0.509 loss_ce_2: 0.4913 loss_bbox_2: 0.2891 loss_giou_2: 0.461 loss_ce_3: 0.4893 loss_bbox_3: 0.2879 loss_giou_3: 0.4479 loss_ce_4: 0.4886 loss_bbox_4: 0.2836 loss_giou_4: 0.4396 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:03] d2.utils.events INFO: eta: 1 day, 9:09:06 iter: 24199 total_loss: 8.051 loss_ce: 0.4876 loss_bbox: 0.2587 loss_giou: 0.4406 loss_ce_0: 0.6543 loss_bbox_0: 0.4328 loss_giou_0: 0.6739 loss_ce_1: 0.5661 loss_bbox_1: 0.3077 loss_giou_1: 0.5051 loss_ce_2: 0.5235 loss_bbox_2: 0.2825 loss_giou_2: 0.4714 loss_ce_3: 0.496 loss_bbox_3: 0.2739 loss_giou_3: 0.4529 loss_ce_4: 0.4843 loss_bbox_4: 0.2598 loss_giou_4: 0.4435 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:08] d2.utils.events INFO: eta: 1 day, 9:08:34 iter: 24219 total_loss: 7.838 loss_ce: 0.5073 loss_bbox: 0.2581 loss_giou: 0.4031 loss_ce_0: 0.6689 loss_bbox_0: 0.4401 loss_giou_0: 0.6236 loss_ce_1: 0.571 loss_bbox_1: 0.3136 loss_giou_1: 0.4787 loss_ce_2: 0.5328 loss_bbox_2: 0.2775 loss_giou_2: 0.4387 loss_ce_3: 0.5041 loss_bbox_3: 0.2711 loss_giou_3: 0.4267 loss_ce_4: 0.5056 loss_bbox_4: 0.2612 loss_giou_4: 0.4071 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:14] d2.utils.events INFO: eta: 1 day, 9:08:28 iter: 24239 total_loss: 7.561 loss_ce: 0.4625 loss_bbox: 0.2356 loss_giou: 0.408 loss_ce_0: 0.6312 loss_bbox_0: 0.4298 loss_giou_0: 0.6128 loss_ce_1: 0.5345 loss_bbox_1: 0.2936 loss_giou_1: 0.4759 loss_ce_2: 0.4963 loss_bbox_2: 0.2558 loss_giou_2: 0.4275 loss_ce_3: 0.4736 loss_bbox_3: 0.2501 loss_giou_3: 0.4156 loss_ce_4: 0.4681 loss_bbox_4: 0.241 loss_giou_4: 0.4126 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:20] d2.utils.events INFO: eta: 1 day, 9:08:49 iter: 24259 total_loss: 8.063 loss_ce: 0.5021 loss_bbox: 0.2407 loss_giou: 0.4427 loss_ce_0: 0.6466 loss_bbox_0: 0.4275 loss_giou_0: 0.6813 loss_ce_1: 0.5607 loss_bbox_1: 0.2845 loss_giou_1: 0.5248 loss_ce_2: 0.5326 loss_bbox_2: 0.2572 loss_giou_2: 0.4623 loss_ce_3: 0.5088 loss_bbox_3: 0.2476 loss_giou_3: 0.4485 loss_ce_4: 0.5122 loss_bbox_4: 0.2452 loss_giou_4: 0.4459 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:25] d2.utils.events INFO: eta: 1 day, 9:09:09 iter: 24279 total_loss: 8.392 loss_ce: 0.4943 loss_bbox: 0.2975 loss_giou: 0.4508 loss_ce_0: 0.6729 loss_bbox_0: 0.4519 loss_giou_0: 0.655 loss_ce_1: 0.5671 loss_bbox_1: 0.3415 loss_giou_1: 0.5099 loss_ce_2: 0.5298 loss_bbox_2: 0.3135 loss_giou_2: 0.4724 loss_ce_3: 0.5012 loss_bbox_3: 0.2978 loss_giou_3: 0.4627 loss_ce_4: 0.4896 loss_bbox_4: 0.3005 loss_giou_4: 0.4548 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:31] d2.utils.events INFO: eta: 1 day, 9:09:40 iter: 24299 total_loss: 8.106 loss_ce: 0.4899 loss_bbox: 0.286 loss_giou: 0.4406 loss_ce_0: 0.6394 loss_bbox_0: 0.4664 loss_giou_0: 0.6524 loss_ce_1: 0.5601 loss_bbox_1: 0.3267 loss_giou_1: 0.4916 loss_ce_2: 0.524 loss_bbox_2: 0.2923 loss_giou_2: 0.4592 loss_ce_3: 0.5176 loss_bbox_3: 0.2986 loss_giou_3: 0.447 loss_ce_4: 0.5047 loss_bbox_4: 0.2787 loss_giou_4: 0.4409 time: 0.2802 data_time: 0.0179 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:37] d2.utils.events INFO: eta: 1 day, 9:09:56 iter: 24319 total_loss: 7.538 loss_ce: 0.4791 loss_bbox: 0.2594 loss_giou: 0.4046 loss_ce_0: 0.639 loss_bbox_0: 0.4355 loss_giou_0: 0.6352 loss_ce_1: 0.5502 loss_bbox_1: 0.3073 loss_giou_1: 0.4643 loss_ce_2: 0.4963 loss_bbox_2: 0.268 loss_giou_2: 0.421 loss_ce_3: 0.476 loss_bbox_3: 0.2609 loss_giou_3: 0.4087 loss_ce_4: 0.4823 loss_bbox_4: 0.2574 loss_giou_4: 0.4037 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:42] d2.utils.events INFO: eta: 1 day, 9:09:29 iter: 24339 total_loss: 8.064 loss_ce: 0.4951 loss_bbox: 0.2783 loss_giou: 0.4243 loss_ce_0: 0.6472 loss_bbox_0: 0.4564 loss_giou_0: 0.6366 loss_ce_1: 0.5457 loss_bbox_1: 0.327 loss_giou_1: 0.4815 loss_ce_2: 0.516 loss_bbox_2: 0.2868 loss_giou_2: 0.4508 loss_ce_3: 0.5001 loss_bbox_3: 0.279 loss_giou_3: 0.4382 loss_ce_4: 0.4907 loss_bbox_4: 0.2711 loss_giou_4: 0.4263 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:48] d2.utils.events INFO: eta: 1 day, 9:09:23 iter: 24359 total_loss: 7.732 loss_ce: 0.5086 loss_bbox: 0.265 loss_giou: 0.4258 loss_ce_0: 0.6448 loss_bbox_0: 0.432 loss_giou_0: 0.6469 loss_ce_1: 0.571 loss_bbox_1: 0.3014 loss_giou_1: 0.483 loss_ce_2: 0.5344 loss_bbox_2: 0.2759 loss_giou_2: 0.4408 loss_ce_3: 0.5097 loss_bbox_3: 0.2721 loss_giou_3: 0.4331 loss_ce_4: 0.5046 loss_bbox_4: 0.2611 loss_giou_4: 0.4299 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:54] d2.utils.events INFO: eta: 1 day, 9:09:43 iter: 24379 total_loss: 8 loss_ce: 0.5027 loss_bbox: 0.2725 loss_giou: 0.4313 loss_ce_0: 0.6535 loss_bbox_0: 0.453 loss_giou_0: 0.6496 loss_ce_1: 0.5441 loss_bbox_1: 0.3234 loss_giou_1: 0.4958 loss_ce_2: 0.5243 loss_bbox_2: 0.2904 loss_giou_2: 0.4497 loss_ce_3: 0.5006 loss_bbox_3: 0.2809 loss_giou_3: 0.4388 loss_ce_4: 0.5009 loss_bbox_4: 0.2752 loss_giou_4: 0.4325 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:10:59] d2.utils.events INFO: eta: 1 day, 9:10:42 iter: 24399 total_loss: 8.03 loss_ce: 0.4939 loss_bbox: 0.2732 loss_giou: 0.4435 loss_ce_0: 0.6488 loss_bbox_0: 0.4415 loss_giou_0: 0.6516 loss_ce_1: 0.5583 loss_bbox_1: 0.3192 loss_giou_1: 0.5033 loss_ce_2: 0.5194 loss_bbox_2: 0.2918 loss_giou_2: 0.4646 loss_ce_3: 0.4868 loss_bbox_3: 0.283 loss_giou_3: 0.4514 loss_ce_4: 0.5008 loss_bbox_4: 0.2762 loss_giou_4: 0.443 time: 0.2802 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 15:11:05] d2.utils.events INFO: eta: 1 day, 9:10:37 iter: 24419 total_loss: 7.864 loss_ce: 0.481 loss_bbox: 0.285 loss_giou: 0.4303 loss_ce_0: 0.6363 loss_bbox_0: 0.4516 loss_giou_0: 0.6286 loss_ce_1: 0.5405 loss_bbox_1: 0.3243 loss_giou_1: 0.4892 loss_ce_2: 0.5115 loss_bbox_2: 0.288 loss_giou_2: 0.4398 loss_ce_3: 0.4816 loss_bbox_3: 0.2879 loss_giou_3: 0.4275 loss_ce_4: 0.4788 loss_bbox_4: 0.2782 loss_giou_4: 0.4263 time: 0.2802 data_time: 0.0225 lr: 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[11/02 15:11:22] d2.utils.events INFO: eta: 1 day, 9:10:20 iter: 24479 total_loss: 7.791 loss_ce: 0.4659 loss_bbox: 0.266 loss_giou: 0.4196 loss_ce_0: 0.6458 loss_bbox_0: 0.4401 loss_giou_0: 0.6268 loss_ce_1: 0.5275 loss_bbox_1: 0.307 loss_giou_1: 0.4846 loss_ce_2: 0.5018 loss_bbox_2: 0.2877 loss_giou_2: 0.4383 loss_ce_3: 0.4889 loss_bbox_3: 0.2795 loss_giou_3: 0.4295 loss_ce_4: 0.4816 loss_bbox_4: 0.2691 loss_giou_4: 0.4197 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:11:28] d2.utils.events INFO: eta: 1 day, 9:10:18 iter: 24499 total_loss: 7.708 loss_ce: 0.488 loss_bbox: 0.2546 loss_giou: 0.4277 loss_ce_0: 0.6225 loss_bbox_0: 0.4394 loss_giou_0: 0.6251 loss_ce_1: 0.5429 loss_bbox_1: 0.3025 loss_giou_1: 0.4888 loss_ce_2: 0.5135 loss_bbox_2: 0.27 loss_giou_2: 0.4498 loss_ce_3: 0.4889 loss_bbox_3: 0.2614 loss_giou_3: 0.4373 loss_ce_4: 0.4844 loss_bbox_4: 0.2546 loss_giou_4: 0.4285 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 15:11:34] d2.utils.events INFO: eta: 1 day, 9:10:47 iter: 24519 total_loss: 7.858 loss_ce: 0.4734 loss_bbox: 0.2671 loss_giou: 0.4303 loss_ce_0: 0.6256 loss_bbox_0: 0.4359 loss_giou_0: 0.6499 loss_ce_1: 0.5395 loss_bbox_1: 0.3047 loss_giou_1: 0.4954 loss_ce_2: 0.5064 loss_bbox_2: 0.2795 loss_giou_2: 0.4553 loss_ce_3: 0.4786 loss_bbox_3: 0.2718 loss_giou_3: 0.4385 loss_ce_4: 0.4802 loss_bbox_4: 0.2741 loss_giou_4: 0.4295 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 15:11:39] d2.utils.events INFO: eta: 1 day, 9:10:45 iter: 24539 total_loss: 8.138 loss_ce: 0.5096 loss_bbox: 0.2634 loss_giou: 0.449 loss_ce_0: 0.6457 loss_bbox_0: 0.4543 loss_giou_0: 0.6644 loss_ce_1: 0.5489 loss_bbox_1: 0.3238 loss_giou_1: 0.5114 loss_ce_2: 0.5248 loss_bbox_2: 0.2848 loss_giou_2: 0.4634 loss_ce_3: 0.5081 loss_bbox_3: 0.2811 loss_giou_3: 0.4513 loss_ce_4: 0.5016 loss_bbox_4: 0.2668 loss_giou_4: 0.4531 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 15:11:45] d2.utils.events INFO: eta: 1 day, 9:10:07 iter: 24559 total_loss: 7.906 loss_ce: 0.4916 loss_bbox: 0.2611 loss_giou: 0.4052 loss_ce_0: 0.6562 loss_bbox_0: 0.4415 loss_giou_0: 0.6165 loss_ce_1: 0.5613 loss_bbox_1: 0.3091 loss_giou_1: 0.4818 loss_ce_2: 0.5124 loss_bbox_2: 0.2721 loss_giou_2: 0.4282 loss_ce_3: 0.495 loss_bbox_3: 0.2729 loss_giou_3: 0.4131 loss_ce_4: 0.4917 loss_bbox_4: 0.2612 loss_giou_4: 0.4072 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 15:11:51] d2.utils.events INFO: eta: 1 day, 9:10:08 iter: 24579 total_loss: 7.736 loss_ce: 0.4722 loss_bbox: 0.2553 loss_giou: 0.402 loss_ce_0: 0.6232 loss_bbox_0: 0.4241 loss_giou_0: 0.6305 loss_ce_1: 0.5349 loss_bbox_1: 0.2969 loss_giou_1: 0.4665 loss_ce_2: 0.4965 loss_bbox_2: 0.2675 loss_giou_2: 0.4271 loss_ce_3: 0.4762 loss_bbox_3: 0.2612 loss_giou_3: 0.4071 loss_ce_4: 0.4714 loss_bbox_4: 0.2567 loss_giou_4: 0.4014 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:11:56] d2.utils.events INFO: eta: 1 day, 9:10:15 iter: 24599 total_loss: 7.855 loss_ce: 0.4778 loss_bbox: 0.2543 loss_giou: 0.4351 loss_ce_0: 0.6203 loss_bbox_0: 0.4287 loss_giou_0: 0.6605 loss_ce_1: 0.5277 loss_bbox_1: 0.3086 loss_giou_1: 0.5003 loss_ce_2: 0.4927 loss_bbox_2: 0.2685 loss_giou_2: 0.4573 loss_ce_3: 0.4769 loss_bbox_3: 0.2636 loss_giou_3: 0.4478 loss_ce_4: 0.4732 loss_bbox_4: 0.261 loss_giou_4: 0.4387 time: 0.2803 data_time: 0.0196 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:02] d2.utils.events INFO: eta: 1 day, 9:09:58 iter: 24619 total_loss: 7.738 loss_ce: 0.4852 loss_bbox: 0.2621 loss_giou: 0.4122 loss_ce_0: 0.6465 loss_bbox_0: 0.448 loss_giou_0: 0.6413 loss_ce_1: 0.5381 loss_bbox_1: 0.3064 loss_giou_1: 0.4784 loss_ce_2: 0.5137 loss_bbox_2: 0.2756 loss_giou_2: 0.4309 loss_ce_3: 0.4847 loss_bbox_3: 0.2616 loss_giou_3: 0.4202 loss_ce_4: 0.4808 loss_bbox_4: 0.2618 loss_giou_4: 0.4197 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:08] d2.utils.events INFO: eta: 1 day, 9:10:03 iter: 24639 total_loss: 7.92 loss_ce: 0.4996 loss_bbox: 0.254 loss_giou: 0.4303 loss_ce_0: 0.6711 loss_bbox_0: 0.4421 loss_giou_0: 0.6211 loss_ce_1: 0.5513 loss_bbox_1: 0.2986 loss_giou_1: 0.4725 loss_ce_2: 0.5329 loss_bbox_2: 0.2753 loss_giou_2: 0.43 loss_ce_3: 0.5133 loss_bbox_3: 0.2689 loss_giou_3: 0.4303 loss_ce_4: 0.5058 loss_bbox_4: 0.2603 loss_giou_4: 0.425 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:13] d2.utils.events INFO: eta: 1 day, 9:09:47 iter: 24659 total_loss: 7.843 loss_ce: 0.4959 loss_bbox: 0.2668 loss_giou: 0.419 loss_ce_0: 0.6234 loss_bbox_0: 0.4325 loss_giou_0: 0.6483 loss_ce_1: 0.5516 loss_bbox_1: 0.3138 loss_giou_1: 0.4844 loss_ce_2: 0.517 loss_bbox_2: 0.2788 loss_giou_2: 0.4409 loss_ce_3: 0.499 loss_bbox_3: 0.2708 loss_giou_3: 0.4258 loss_ce_4: 0.5057 loss_bbox_4: 0.2667 loss_giou_4: 0.4202 time: 0.2802 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:19] d2.utils.events INFO: eta: 1 day, 9:10:10 iter: 24679 total_loss: 7.534 loss_ce: 0.4529 loss_bbox: 0.2489 loss_giou: 0.4462 loss_ce_0: 0.6163 loss_bbox_0: 0.4165 loss_giou_0: 0.658 loss_ce_1: 0.5014 loss_bbox_1: 0.2941 loss_giou_1: 0.5023 loss_ce_2: 0.4674 loss_bbox_2: 0.2687 loss_giou_2: 0.4678 loss_ce_3: 0.4465 loss_bbox_3: 0.2584 loss_giou_3: 0.4539 loss_ce_4: 0.4485 loss_bbox_4: 0.2523 loss_giou_4: 0.4502 time: 0.2803 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:25] d2.utils.events INFO: eta: 1 day, 9:10:39 iter: 24699 total_loss: 7.813 loss_ce: 0.4796 loss_bbox: 0.25 loss_giou: 0.4388 loss_ce_0: 0.6408 loss_bbox_0: 0.432 loss_giou_0: 0.6648 loss_ce_1: 0.5283 loss_bbox_1: 0.3014 loss_giou_1: 0.5065 loss_ce_2: 0.492 loss_bbox_2: 0.2692 loss_giou_2: 0.465 loss_ce_3: 0.4695 loss_bbox_3: 0.2568 loss_giou_3: 0.4477 loss_ce_4: 0.4711 loss_bbox_4: 0.2551 loss_giou_4: 0.442 time: 0.2803 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:30] d2.utils.events INFO: eta: 1 day, 9:10:57 iter: 24719 total_loss: 8.261 loss_ce: 0.5032 loss_bbox: 0.2628 loss_giou: 0.4417 loss_ce_0: 0.6579 loss_bbox_0: 0.4527 loss_giou_0: 0.6923 loss_ce_1: 0.5662 loss_bbox_1: 0.3159 loss_giou_1: 0.522 loss_ce_2: 0.5346 loss_bbox_2: 0.2861 loss_giou_2: 0.4755 loss_ce_3: 0.5101 loss_bbox_3: 0.2783 loss_giou_3: 0.4506 loss_ce_4: 0.5073 loss_bbox_4: 0.2698 loss_giou_4: 0.4432 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:36] d2.utils.events INFO: eta: 1 day, 9:10:40 iter: 24739 total_loss: 7.69 loss_ce: 0.4962 loss_bbox: 0.2472 loss_giou: 0.4355 loss_ce_0: 0.6352 loss_bbox_0: 0.4344 loss_giou_0: 0.6476 loss_ce_1: 0.5438 loss_bbox_1: 0.2888 loss_giou_1: 0.5035 loss_ce_2: 0.5106 loss_bbox_2: 0.2659 loss_giou_2: 0.4538 loss_ce_3: 0.4956 loss_bbox_3: 0.256 loss_giou_3: 0.4455 loss_ce_4: 0.502 loss_bbox_4: 0.2488 loss_giou_4: 0.4384 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:42] d2.utils.events INFO: eta: 1 day, 9:10:34 iter: 24759 total_loss: 7.668 loss_ce: 0.4693 loss_bbox: 0.2551 loss_giou: 0.4219 loss_ce_0: 0.6306 loss_bbox_0: 0.4301 loss_giou_0: 0.6257 loss_ce_1: 0.548 loss_bbox_1: 0.3032 loss_giou_1: 0.4857 loss_ce_2: 0.4935 loss_bbox_2: 0.27 loss_giou_2: 0.4446 loss_ce_3: 0.4688 loss_bbox_3: 0.2529 loss_giou_3: 0.4282 loss_ce_4: 0.466 loss_bbox_4: 0.2632 loss_giou_4: 0.4268 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:47] d2.utils.events INFO: eta: 1 day, 9:10:55 iter: 24779 total_loss: 7.76 loss_ce: 0.4817 loss_bbox: 0.281 loss_giou: 0.4404 loss_ce_0: 0.6351 loss_bbox_0: 0.4394 loss_giou_0: 0.6367 loss_ce_1: 0.5361 loss_bbox_1: 0.3207 loss_giou_1: 0.4862 loss_ce_2: 0.5004 loss_bbox_2: 0.2915 loss_giou_2: 0.4401 loss_ce_3: 0.4868 loss_bbox_3: 0.2856 loss_giou_3: 0.4402 loss_ce_4: 0.489 loss_bbox_4: 0.279 loss_giou_4: 0.4438 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:53] d2.utils.events INFO: eta: 1 day, 9:10:50 iter: 24799 total_loss: 7.85 loss_ce: 0.4898 loss_bbox: 0.2652 loss_giou: 0.4054 loss_ce_0: 0.6313 loss_bbox_0: 0.4339 loss_giou_0: 0.629 loss_ce_1: 0.5422 loss_bbox_1: 0.3221 loss_giou_1: 0.4738 loss_ce_2: 0.5049 loss_bbox_2: 0.2735 loss_giou_2: 0.4163 loss_ce_3: 0.4863 loss_bbox_3: 0.2688 loss_giou_3: 0.412 loss_ce_4: 0.4853 loss_bbox_4: 0.2619 loss_giou_4: 0.4099 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:12:59] d2.utils.events INFO: eta: 1 day, 9:10:44 iter: 24819 total_loss: 7.986 loss_ce: 0.4888 loss_bbox: 0.2576 loss_giou: 0.4407 loss_ce_0: 0.6502 loss_bbox_0: 0.4436 loss_giou_0: 0.6705 loss_ce_1: 0.5482 loss_bbox_1: 0.2968 loss_giou_1: 0.5159 loss_ce_2: 0.5074 loss_bbox_2: 0.2704 loss_giou_2: 0.465 loss_ce_3: 0.4906 loss_bbox_3: 0.2665 loss_giou_3: 0.4472 loss_ce_4: 0.4894 loss_bbox_4: 0.2604 loss_giou_4: 0.4412 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:04] d2.utils.events INFO: eta: 1 day, 9:10:33 iter: 24839 total_loss: 7.857 loss_ce: 0.5035 loss_bbox: 0.2569 loss_giou: 0.443 loss_ce_0: 0.6572 loss_bbox_0: 0.4285 loss_giou_0: 0.6703 loss_ce_1: 0.5617 loss_bbox_1: 0.302 loss_giou_1: 0.5143 loss_ce_2: 0.5325 loss_bbox_2: 0.2753 loss_giou_2: 0.4633 loss_ce_3: 0.5037 loss_bbox_3: 0.2636 loss_giou_3: 0.4464 loss_ce_4: 0.4931 loss_bbox_4: 0.2585 loss_giou_4: 0.441 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:10] d2.utils.events INFO: eta: 1 day, 9:10:28 iter: 24859 total_loss: 8.02 loss_ce: 0.4662 loss_bbox: 0.2492 loss_giou: 0.4099 loss_ce_0: 0.6221 loss_bbox_0: 0.4447 loss_giou_0: 0.6092 loss_ce_1: 0.5339 loss_bbox_1: 0.3038 loss_giou_1: 0.466 loss_ce_2: 0.4855 loss_bbox_2: 0.2716 loss_giou_2: 0.4229 loss_ce_3: 0.4661 loss_bbox_3: 0.2582 loss_giou_3: 0.4177 loss_ce_4: 0.4641 loss_bbox_4: 0.254 loss_giou_4: 0.4103 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:16] d2.utils.events INFO: eta: 1 day, 9:10:27 iter: 24879 total_loss: 7.872 loss_ce: 0.4917 loss_bbox: 0.2576 loss_giou: 0.417 loss_ce_0: 0.6285 loss_bbox_0: 0.4442 loss_giou_0: 0.6595 loss_ce_1: 0.5341 loss_bbox_1: 0.3099 loss_giou_1: 0.4973 loss_ce_2: 0.5078 loss_bbox_2: 0.2746 loss_giou_2: 0.4445 loss_ce_3: 0.497 loss_bbox_3: 0.2611 loss_giou_3: 0.4266 loss_ce_4: 0.4938 loss_bbox_4: 0.2603 loss_giou_4: 0.4191 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:21] d2.utils.events INFO: eta: 1 day, 9:10:13 iter: 24899 total_loss: 8.119 loss_ce: 0.5025 loss_bbox: 0.255 loss_giou: 0.4415 loss_ce_0: 0.6469 loss_bbox_0: 0.4337 loss_giou_0: 0.6944 loss_ce_1: 0.5566 loss_bbox_1: 0.3106 loss_giou_1: 0.5263 loss_ce_2: 0.5265 loss_bbox_2: 0.2765 loss_giou_2: 0.4656 loss_ce_3: 0.5102 loss_bbox_3: 0.2584 loss_giou_3: 0.4531 loss_ce_4: 0.5007 loss_bbox_4: 0.2527 loss_giou_4: 0.4424 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:27] d2.utils.events INFO: eta: 1 day, 9:09:10 iter: 24919 total_loss: 7.804 loss_ce: 0.4917 loss_bbox: 0.2687 loss_giou: 0.4292 loss_ce_0: 0.6371 loss_bbox_0: 0.4352 loss_giou_0: 0.6591 loss_ce_1: 0.5407 loss_bbox_1: 0.3097 loss_giou_1: 0.506 loss_ce_2: 0.5116 loss_bbox_2: 0.2819 loss_giou_2: 0.4566 loss_ce_3: 0.4905 loss_bbox_3: 0.2774 loss_giou_3: 0.44 loss_ce_4: 0.4931 loss_bbox_4: 0.2692 loss_giou_4: 0.4339 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:33] d2.utils.events INFO: eta: 1 day, 9:09:12 iter: 24939 total_loss: 7.7 loss_ce: 0.4793 loss_bbox: 0.2571 loss_giou: 0.4077 loss_ce_0: 0.647 loss_bbox_0: 0.4188 loss_giou_0: 0.6284 loss_ce_1: 0.5397 loss_bbox_1: 0.3065 loss_giou_1: 0.4626 loss_ce_2: 0.4951 loss_bbox_2: 0.276 loss_giou_2: 0.4309 loss_ce_3: 0.4938 loss_bbox_3: 0.2618 loss_giou_3: 0.4146 loss_ce_4: 0.4755 loss_bbox_4: 0.2594 loss_giou_4: 0.4099 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:38] d2.utils.events INFO: eta: 1 day, 9:09:07 iter: 24959 total_loss: 8.18 loss_ce: 0.4956 loss_bbox: 0.2669 loss_giou: 0.4376 loss_ce_0: 0.6429 loss_bbox_0: 0.4455 loss_giou_0: 0.6794 loss_ce_1: 0.5519 loss_bbox_1: 0.3156 loss_giou_1: 0.5108 loss_ce_2: 0.5312 loss_bbox_2: 0.2881 loss_giou_2: 0.469 loss_ce_3: 0.4967 loss_bbox_3: 0.2765 loss_giou_3: 0.4546 loss_ce_4: 0.4919 loss_bbox_4: 0.2737 loss_giou_4: 0.4454 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:44] d2.utils.events INFO: eta: 1 day, 9:10:22 iter: 24979 total_loss: 8.144 loss_ce: 0.4814 loss_bbox: 0.2735 loss_giou: 0.4446 loss_ce_0: 0.6269 loss_bbox_0: 0.4553 loss_giou_0: 0.6371 loss_ce_1: 0.5485 loss_bbox_1: 0.3225 loss_giou_1: 0.5013 loss_ce_2: 0.4986 loss_bbox_2: 0.2951 loss_giou_2: 0.4696 loss_ce_3: 0.4843 loss_bbox_3: 0.2778 loss_giou_3: 0.4603 loss_ce_4: 0.477 loss_bbox_4: 0.2706 loss_giou_4: 0.448 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:50] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0024999.pth [11/02 15:13:52] d2.utils.events INFO: eta: 1 day, 9:09:48 iter: 24999 total_loss: 7.702 loss_ce: 0.471 loss_bbox: 0.2549 loss_giou: 0.4188 loss_ce_0: 0.6309 loss_bbox_0: 0.4297 loss_giou_0: 0.643 loss_ce_1: 0.539 loss_bbox_1: 0.3084 loss_giou_1: 0.4815 loss_ce_2: 0.5024 loss_bbox_2: 0.2653 loss_giou_2: 0.4347 loss_ce_3: 0.4749 loss_bbox_3: 0.2564 loss_giou_3: 0.4243 loss_ce_4: 0.47 loss_bbox_4: 0.2575 loss_giou_4: 0.4183 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 15:13:57] d2.utils.events INFO: eta: 1 day, 9:10:53 iter: 25019 total_loss: 7.88 loss_ce: 0.4657 loss_bbox: 0.2579 loss_giou: 0.4106 loss_ce_0: 0.6254 loss_bbox_0: 0.4396 loss_giou_0: 0.6388 loss_ce_1: 0.5502 loss_bbox_1: 0.3149 loss_giou_1: 0.4734 loss_ce_2: 0.5017 loss_bbox_2: 0.2784 loss_giou_2: 0.4235 loss_ce_3: 0.4821 loss_bbox_3: 0.2765 loss_giou_3: 0.4222 loss_ce_4: 0.4685 loss_bbox_4: 0.2681 loss_giou_4: 0.4179 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:03] d2.utils.events INFO: eta: 1 day, 9:11:42 iter: 25039 total_loss: 7.919 loss_ce: 0.4758 loss_bbox: 0.2545 loss_giou: 0.3965 loss_ce_0: 0.6185 loss_bbox_0: 0.4502 loss_giou_0: 0.6092 loss_ce_1: 0.539 loss_bbox_1: 0.3183 loss_giou_1: 0.4708 loss_ce_2: 0.5142 loss_bbox_2: 0.2921 loss_giou_2: 0.4171 loss_ce_3: 0.4873 loss_bbox_3: 0.2638 loss_giou_3: 0.4074 loss_ce_4: 0.4697 loss_bbox_4: 0.2604 loss_giou_4: 0.4004 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:09] d2.utils.events INFO: eta: 1 day, 9:10:38 iter: 25059 total_loss: 7.746 loss_ce: 0.4742 loss_bbox: 0.2642 loss_giou: 0.4236 loss_ce_0: 0.6347 loss_bbox_0: 0.4417 loss_giou_0: 0.6638 loss_ce_1: 0.5383 loss_bbox_1: 0.3139 loss_giou_1: 0.5004 loss_ce_2: 0.5237 loss_bbox_2: 0.2724 loss_giou_2: 0.4496 loss_ce_3: 0.4923 loss_bbox_3: 0.2688 loss_giou_3: 0.437 loss_ce_4: 0.473 loss_bbox_4: 0.2646 loss_giou_4: 0.4263 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:14] d2.utils.events INFO: eta: 1 day, 9:10:29 iter: 25079 total_loss: 8.049 loss_ce: 0.4994 loss_bbox: 0.2531 loss_giou: 0.4472 loss_ce_0: 0.6548 loss_bbox_0: 0.4297 loss_giou_0: 0.6726 loss_ce_1: 0.5561 loss_bbox_1: 0.3078 loss_giou_1: 0.5203 loss_ce_2: 0.5257 loss_bbox_2: 0.2742 loss_giou_2: 0.4652 loss_ce_3: 0.4972 loss_bbox_3: 0.266 loss_giou_3: 0.4583 loss_ce_4: 0.5001 loss_bbox_4: 0.2634 loss_giou_4: 0.4438 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:20] d2.utils.events INFO: eta: 1 day, 9:10:27 iter: 25099 total_loss: 7.455 loss_ce: 0.4761 loss_bbox: 0.2525 loss_giou: 0.3872 loss_ce_0: 0.6182 loss_bbox_0: 0.4387 loss_giou_0: 0.6144 loss_ce_1: 0.5398 loss_bbox_1: 0.3057 loss_giou_1: 0.4535 loss_ce_2: 0.5141 loss_bbox_2: 0.266 loss_giou_2: 0.4105 loss_ce_3: 0.4965 loss_bbox_3: 0.2539 loss_giou_3: 0.3959 loss_ce_4: 0.4837 loss_bbox_4: 0.2521 loss_giou_4: 0.3901 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:25] d2.utils.events INFO: eta: 1 day, 9:10:39 iter: 25119 total_loss: 7.968 loss_ce: 0.5045 loss_bbox: 0.2835 loss_giou: 0.4149 loss_ce_0: 0.6377 loss_bbox_0: 0.4657 loss_giou_0: 0.6192 loss_ce_1: 0.5753 loss_bbox_1: 0.3308 loss_giou_1: 0.4802 loss_ce_2: 0.5282 loss_bbox_2: 0.2979 loss_giou_2: 0.4397 loss_ce_3: 0.5029 loss_bbox_3: 0.2955 loss_giou_3: 0.4201 loss_ce_4: 0.5043 loss_bbox_4: 0.2914 loss_giou_4: 0.4193 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:31] d2.utils.events INFO: eta: 1 day, 9:11:08 iter: 25139 total_loss: 7.917 loss_ce: 0.4717 loss_bbox: 0.267 loss_giou: 0.4367 loss_ce_0: 0.633 loss_bbox_0: 0.4324 loss_giou_0: 0.628 loss_ce_1: 0.5397 loss_bbox_1: 0.2976 loss_giou_1: 0.4951 loss_ce_2: 0.4983 loss_bbox_2: 0.2787 loss_giou_2: 0.4473 loss_ce_3: 0.4806 loss_bbox_3: 0.2625 loss_giou_3: 0.4383 loss_ce_4: 0.473 loss_bbox_4: 0.2634 loss_giou_4: 0.437 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:37] d2.utils.events INFO: eta: 1 day, 9:10:45 iter: 25159 total_loss: 7.931 loss_ce: 0.5093 loss_bbox: 0.2749 loss_giou: 0.4289 loss_ce_0: 0.6664 loss_bbox_0: 0.4628 loss_giou_0: 0.6575 loss_ce_1: 0.5683 loss_bbox_1: 0.3269 loss_giou_1: 0.4924 loss_ce_2: 0.5327 loss_bbox_2: 0.2896 loss_giou_2: 0.4515 loss_ce_3: 0.5184 loss_bbox_3: 0.283 loss_giou_3: 0.4399 loss_ce_4: 0.5151 loss_bbox_4: 0.2775 loss_giou_4: 0.4276 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:42] d2.utils.events INFO: eta: 1 day, 9:10:40 iter: 25179 total_loss: 7.234 loss_ce: 0.4383 loss_bbox: 0.2539 loss_giou: 0.3959 loss_ce_0: 0.6075 loss_bbox_0: 0.4145 loss_giou_0: 0.5739 loss_ce_1: 0.5184 loss_bbox_1: 0.2901 loss_giou_1: 0.4308 loss_ce_2: 0.4873 loss_bbox_2: 0.2616 loss_giou_2: 0.3993 loss_ce_3: 0.461 loss_bbox_3: 0.261 loss_giou_3: 0.3994 loss_ce_4: 0.444 loss_bbox_4: 0.2578 loss_giou_4: 0.3925 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:48] d2.utils.events INFO: eta: 1 day, 9:10:34 iter: 25199 total_loss: 7.899 loss_ce: 0.4718 loss_bbox: 0.2573 loss_giou: 0.4295 loss_ce_0: 0.628 loss_bbox_0: 0.4188 loss_giou_0: 0.6554 loss_ce_1: 0.5472 loss_bbox_1: 0.2932 loss_giou_1: 0.491 loss_ce_2: 0.504 loss_bbox_2: 0.2667 loss_giou_2: 0.4442 loss_ce_3: 0.4773 loss_bbox_3: 0.2534 loss_giou_3: 0.4368 loss_ce_4: 0.4784 loss_bbox_4: 0.2568 loss_giou_4: 0.4306 time: 0.2802 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:54] d2.utils.events INFO: eta: 1 day, 9:11:16 iter: 25219 total_loss: 7.721 loss_ce: 0.4856 loss_bbox: 0.2767 loss_giou: 0.4076 loss_ce_0: 0.6509 loss_bbox_0: 0.4217 loss_giou_0: 0.6218 loss_ce_1: 0.5588 loss_bbox_1: 0.3031 loss_giou_1: 0.4728 loss_ce_2: 0.5153 loss_bbox_2: 0.2842 loss_giou_2: 0.425 loss_ce_3: 0.4882 loss_bbox_3: 0.2746 loss_giou_3: 0.4199 loss_ce_4: 0.5006 loss_bbox_4: 0.2718 loss_giou_4: 0.4074 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 15:14:59] d2.utils.events INFO: eta: 1 day, 9:11:25 iter: 25239 total_loss: 7.795 loss_ce: 0.4807 loss_bbox: 0.2605 loss_giou: 0.4236 loss_ce_0: 0.6395 loss_bbox_0: 0.446 loss_giou_0: 0.6347 loss_ce_1: 0.5373 loss_bbox_1: 0.3193 loss_giou_1: 0.4878 loss_ce_2: 0.5092 loss_bbox_2: 0.2844 loss_giou_2: 0.445 loss_ce_3: 0.4904 loss_bbox_3: 0.2671 loss_giou_3: 0.4357 loss_ce_4: 0.4863 loss_bbox_4: 0.2613 loss_giou_4: 0.428 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:05] d2.utils.events INFO: eta: 1 day, 9:09:51 iter: 25259 total_loss: 7.756 loss_ce: 0.4907 loss_bbox: 0.2661 loss_giou: 0.429 loss_ce_0: 0.6265 loss_bbox_0: 0.4288 loss_giou_0: 0.6224 loss_ce_1: 0.5436 loss_bbox_1: 0.3048 loss_giou_1: 0.4812 loss_ce_2: 0.4927 loss_bbox_2: 0.2711 loss_giou_2: 0.451 loss_ce_3: 0.4849 loss_bbox_3: 0.2673 loss_giou_3: 0.4336 loss_ce_4: 0.486 loss_bbox_4: 0.2624 loss_giou_4: 0.4294 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:11] d2.utils.events INFO: eta: 1 day, 9:09:54 iter: 25279 total_loss: 7.665 loss_ce: 0.4732 loss_bbox: 0.2314 loss_giou: 0.4236 loss_ce_0: 0.6049 loss_bbox_0: 0.4263 loss_giou_0: 0.6499 loss_ce_1: 0.5241 loss_bbox_1: 0.2808 loss_giou_1: 0.5009 loss_ce_2: 0.4863 loss_bbox_2: 0.2483 loss_giou_2: 0.4578 loss_ce_3: 0.4716 loss_bbox_3: 0.2379 loss_giou_3: 0.4423 loss_ce_4: 0.4705 loss_bbox_4: 0.2345 loss_giou_4: 0.4279 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:16] d2.utils.events INFO: eta: 1 day, 9:09:27 iter: 25299 total_loss: 7.493 loss_ce: 0.4558 loss_bbox: 0.2608 loss_giou: 0.4229 loss_ce_0: 0.619 loss_bbox_0: 0.4352 loss_giou_0: 0.6095 loss_ce_1: 0.5297 loss_bbox_1: 0.3081 loss_giou_1: 0.4725 loss_ce_2: 0.481 loss_bbox_2: 0.2721 loss_giou_2: 0.4393 loss_ce_3: 0.4665 loss_bbox_3: 0.2679 loss_giou_3: 0.4224 loss_ce_4: 0.4642 loss_bbox_4: 0.2586 loss_giou_4: 0.4259 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:22] d2.utils.events INFO: eta: 1 day, 9:09:22 iter: 25319 total_loss: 7.944 loss_ce: 0.4935 loss_bbox: 0.268 loss_giou: 0.4367 loss_ce_0: 0.6328 loss_bbox_0: 0.4427 loss_giou_0: 0.6474 loss_ce_1: 0.5526 loss_bbox_1: 0.3171 loss_giou_1: 0.4873 loss_ce_2: 0.5068 loss_bbox_2: 0.2812 loss_giou_2: 0.4558 loss_ce_3: 0.5085 loss_bbox_3: 0.2775 loss_giou_3: 0.4482 loss_ce_4: 0.4992 loss_bbox_4: 0.2723 loss_giou_4: 0.4408 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:28] d2.utils.events INFO: eta: 1 day, 9:09:21 iter: 25339 total_loss: 7.565 loss_ce: 0.4706 loss_bbox: 0.2555 loss_giou: 0.4042 loss_ce_0: 0.6118 loss_bbox_0: 0.4222 loss_giou_0: 0.6196 loss_ce_1: 0.5136 loss_bbox_1: 0.3093 loss_giou_1: 0.462 loss_ce_2: 0.4979 loss_bbox_2: 0.2761 loss_giou_2: 0.4206 loss_ce_3: 0.4643 loss_bbox_3: 0.267 loss_giou_3: 0.4117 loss_ce_4: 0.4797 loss_bbox_4: 0.262 loss_giou_4: 0.4093 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:33] d2.utils.events INFO: eta: 1 day, 9:09:02 iter: 25359 total_loss: 7.784 loss_ce: 0.4665 loss_bbox: 0.227 loss_giou: 0.4435 loss_ce_0: 0.608 loss_bbox_0: 0.4149 loss_giou_0: 0.6818 loss_ce_1: 0.5254 loss_bbox_1: 0.2829 loss_giou_1: 0.5098 loss_ce_2: 0.4833 loss_bbox_2: 0.2464 loss_giou_2: 0.4616 loss_ce_3: 0.4717 loss_bbox_3: 0.2317 loss_giou_3: 0.4469 loss_ce_4: 0.4631 loss_bbox_4: 0.2304 loss_giou_4: 0.4434 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:39] d2.utils.events INFO: eta: 1 day, 9:07:36 iter: 25379 total_loss: 7.844 loss_ce: 0.5099 loss_bbox: 0.2489 loss_giou: 0.4229 loss_ce_0: 0.6585 loss_bbox_0: 0.4246 loss_giou_0: 0.6609 loss_ce_1: 0.5806 loss_bbox_1: 0.2972 loss_giou_1: 0.487 loss_ce_2: 0.5261 loss_bbox_2: 0.268 loss_giou_2: 0.4432 loss_ce_3: 0.5081 loss_bbox_3: 0.2567 loss_giou_3: 0.426 loss_ce_4: 0.5124 loss_bbox_4: 0.2502 loss_giou_4: 0.4248 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:45] d2.utils.events INFO: eta: 1 day, 9:07:01 iter: 25399 total_loss: 7.884 loss_ce: 0.5113 loss_bbox: 0.2446 loss_giou: 0.4162 loss_ce_0: 0.6493 loss_bbox_0: 0.4596 loss_giou_0: 0.6442 loss_ce_1: 0.5574 loss_bbox_1: 0.2996 loss_giou_1: 0.4755 loss_ce_2: 0.5246 loss_bbox_2: 0.2634 loss_giou_2: 0.4286 loss_ce_3: 0.5147 loss_bbox_3: 0.2497 loss_giou_3: 0.4117 loss_ce_4: 0.5109 loss_bbox_4: 0.2434 loss_giou_4: 0.4105 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:50] d2.utils.events INFO: eta: 1 day, 9:07:10 iter: 25419 total_loss: 7.471 loss_ce: 0.4552 loss_bbox: 0.2498 loss_giou: 0.4003 loss_ce_0: 0.618 loss_bbox_0: 0.4231 loss_giou_0: 0.6115 loss_ce_1: 0.5316 loss_bbox_1: 0.2953 loss_giou_1: 0.4585 loss_ce_2: 0.4945 loss_bbox_2: 0.2624 loss_giou_2: 0.4237 loss_ce_3: 0.4646 loss_bbox_3: 0.2559 loss_giou_3: 0.4062 loss_ce_4: 0.4612 loss_bbox_4: 0.2494 loss_giou_4: 0.4015 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:15:56] d2.utils.events INFO: eta: 1 day, 9:07:07 iter: 25439 total_loss: 7.531 loss_ce: 0.4503 loss_bbox: 0.2366 loss_giou: 0.4271 loss_ce_0: 0.6198 loss_bbox_0: 0.4007 loss_giou_0: 0.6472 loss_ce_1: 0.5148 loss_bbox_1: 0.2723 loss_giou_1: 0.4883 loss_ce_2: 0.4671 loss_bbox_2: 0.256 loss_giou_2: 0.4499 loss_ce_3: 0.4514 loss_bbox_3: 0.2447 loss_giou_3: 0.4363 loss_ce_4: 0.4459 loss_bbox_4: 0.2457 loss_giou_4: 0.433 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:02] d2.utils.events INFO: eta: 1 day, 9:06:28 iter: 25459 total_loss: 7.621 loss_ce: 0.4779 loss_bbox: 0.2387 loss_giou: 0.4077 loss_ce_0: 0.6145 loss_bbox_0: 0.4271 loss_giou_0: 0.6445 loss_ce_1: 0.5359 loss_bbox_1: 0.2972 loss_giou_1: 0.482 loss_ce_2: 0.4965 loss_bbox_2: 0.2559 loss_giou_2: 0.4323 loss_ce_3: 0.4904 loss_bbox_3: 0.2553 loss_giou_3: 0.4161 loss_ce_4: 0.4843 loss_bbox_4: 0.2566 loss_giou_4: 0.413 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:08] d2.utils.events INFO: eta: 1 day, 9:07:03 iter: 25479 total_loss: 7.849 loss_ce: 0.5065 loss_bbox: 0.2686 loss_giou: 0.4466 loss_ce_0: 0.651 loss_bbox_0: 0.4311 loss_giou_0: 0.6812 loss_ce_1: 0.5553 loss_bbox_1: 0.3149 loss_giou_1: 0.5146 loss_ce_2: 0.5213 loss_bbox_2: 0.2779 loss_giou_2: 0.4672 loss_ce_3: 0.5048 loss_bbox_3: 0.2686 loss_giou_3: 0.4538 loss_ce_4: 0.5066 loss_bbox_4: 0.271 loss_giou_4: 0.4498 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:13] d2.utils.events INFO: eta: 1 day, 9:07:13 iter: 25499 total_loss: 8.022 loss_ce: 0.4889 loss_bbox: 0.2505 loss_giou: 0.4424 loss_ce_0: 0.6442 loss_bbox_0: 0.4424 loss_giou_0: 0.6668 loss_ce_1: 0.5547 loss_bbox_1: 0.297 loss_giou_1: 0.5012 loss_ce_2: 0.5161 loss_bbox_2: 0.2667 loss_giou_2: 0.4655 loss_ce_3: 0.4949 loss_bbox_3: 0.2561 loss_giou_3: 0.4487 loss_ce_4: 0.487 loss_bbox_4: 0.2491 loss_giou_4: 0.4442 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:19] d2.utils.events INFO: eta: 1 day, 9:07:40 iter: 25519 total_loss: 7.677 loss_ce: 0.4599 loss_bbox: 0.2558 loss_giou: 0.4268 loss_ce_0: 0.6167 loss_bbox_0: 0.4431 loss_giou_0: 0.6613 loss_ce_1: 0.5304 loss_bbox_1: 0.3008 loss_giou_1: 0.4924 loss_ce_2: 0.4891 loss_bbox_2: 0.2658 loss_giou_2: 0.4412 loss_ce_3: 0.4658 loss_bbox_3: 0.2564 loss_giou_3: 0.4303 loss_ce_4: 0.4646 loss_bbox_4: 0.2526 loss_giou_4: 0.4258 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:25] d2.utils.events INFO: eta: 1 day, 9:07:58 iter: 25539 total_loss: 7.797 loss_ce: 0.4807 loss_bbox: 0.2403 loss_giou: 0.4217 loss_ce_0: 0.6481 loss_bbox_0: 0.4231 loss_giou_0: 0.6485 loss_ce_1: 0.5442 loss_bbox_1: 0.2915 loss_giou_1: 0.4912 loss_ce_2: 0.5066 loss_bbox_2: 0.2523 loss_giou_2: 0.45 loss_ce_3: 0.4886 loss_bbox_3: 0.2432 loss_giou_3: 0.4295 loss_ce_4: 0.4803 loss_bbox_4: 0.2473 loss_giou_4: 0.4247 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:30] d2.utils.events INFO: eta: 1 day, 9:08:27 iter: 25559 total_loss: 8.047 loss_ce: 0.4945 loss_bbox: 0.2517 loss_giou: 0.4315 loss_ce_0: 0.6561 loss_bbox_0: 0.4275 loss_giou_0: 0.6718 loss_ce_1: 0.5537 loss_bbox_1: 0.292 loss_giou_1: 0.5057 loss_ce_2: 0.52 loss_bbox_2: 0.261 loss_giou_2: 0.463 loss_ce_3: 0.492 loss_bbox_3: 0.2553 loss_giou_3: 0.447 loss_ce_4: 0.4941 loss_bbox_4: 0.2504 loss_giou_4: 0.4362 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:36] d2.utils.events INFO: eta: 1 day, 9:09:05 iter: 25579 total_loss: 7.704 loss_ce: 0.4737 loss_bbox: 0.2531 loss_giou: 0.4231 loss_ce_0: 0.6409 loss_bbox_0: 0.4502 loss_giou_0: 0.6382 loss_ce_1: 0.5276 loss_bbox_1: 0.3027 loss_giou_1: 0.4878 loss_ce_2: 0.4944 loss_bbox_2: 0.2709 loss_giou_2: 0.4515 loss_ce_3: 0.4791 loss_bbox_3: 0.2623 loss_giou_3: 0.4347 loss_ce_4: 0.4805 loss_bbox_4: 0.2576 loss_giou_4: 0.4204 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:42] d2.utils.events INFO: eta: 1 day, 9:09:24 iter: 25599 total_loss: 7.884 loss_ce: 0.4904 loss_bbox: 0.2776 loss_giou: 0.424 loss_ce_0: 0.6414 loss_bbox_0: 0.4538 loss_giou_0: 0.6467 loss_ce_1: 0.5709 loss_bbox_1: 0.3224 loss_giou_1: 0.4907 loss_ce_2: 0.5175 loss_bbox_2: 0.2924 loss_giou_2: 0.4485 loss_ce_3: 0.5012 loss_bbox_3: 0.2876 loss_giou_3: 0.4393 loss_ce_4: 0.4984 loss_bbox_4: 0.2731 loss_giou_4: 0.4288 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:48] d2.utils.events INFO: eta: 1 day, 9:09:24 iter: 25619 total_loss: 7.593 loss_ce: 0.4574 loss_bbox: 0.2538 loss_giou: 0.4322 loss_ce_0: 0.6166 loss_bbox_0: 0.4247 loss_giou_0: 0.6375 loss_ce_1: 0.5103 loss_bbox_1: 0.3092 loss_giou_1: 0.5012 loss_ce_2: 0.4727 loss_bbox_2: 0.2725 loss_giou_2: 0.461 loss_ce_3: 0.4536 loss_bbox_3: 0.2587 loss_giou_3: 0.4446 loss_ce_4: 0.4538 loss_bbox_4: 0.2558 loss_giou_4: 0.4358 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:53] d2.utils.events INFO: eta: 1 day, 9:09:18 iter: 25639 total_loss: 7.898 loss_ce: 0.469 loss_bbox: 0.2602 loss_giou: 0.4395 loss_ce_0: 0.6471 loss_bbox_0: 0.4398 loss_giou_0: 0.6465 loss_ce_1: 0.544 loss_bbox_1: 0.2938 loss_giou_1: 0.4875 loss_ce_2: 0.4942 loss_bbox_2: 0.2737 loss_giou_2: 0.4602 loss_ce_3: 0.473 loss_bbox_3: 0.2622 loss_giou_3: 0.4444 loss_ce_4: 0.4728 loss_bbox_4: 0.2586 loss_giou_4: 0.443 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:16:59] d2.utils.events INFO: eta: 1 day, 9:09:12 iter: 25659 total_loss: 7.992 loss_ce: 0.5047 loss_bbox: 0.2643 loss_giou: 0.4325 loss_ce_0: 0.6633 loss_bbox_0: 0.4359 loss_giou_0: 0.6533 loss_ce_1: 0.5641 loss_bbox_1: 0.3078 loss_giou_1: 0.4874 loss_ce_2: 0.5322 loss_bbox_2: 0.2785 loss_giou_2: 0.4413 loss_ce_3: 0.5012 loss_bbox_3: 0.265 loss_giou_3: 0.4339 loss_ce_4: 0.5022 loss_bbox_4: 0.263 loss_giou_4: 0.4337 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:05] d2.utils.events INFO: eta: 1 day, 9:08:22 iter: 25679 total_loss: 7.758 loss_ce: 0.497 loss_bbox: 0.2508 loss_giou: 0.4087 loss_ce_0: 0.6112 loss_bbox_0: 0.4228 loss_giou_0: 0.6238 loss_ce_1: 0.5495 loss_bbox_1: 0.2986 loss_giou_1: 0.4741 loss_ce_2: 0.5046 loss_bbox_2: 0.2727 loss_giou_2: 0.4324 loss_ce_3: 0.4933 loss_bbox_3: 0.2574 loss_giou_3: 0.4239 loss_ce_4: 0.4858 loss_bbox_4: 0.248 loss_giou_4: 0.4138 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:10] d2.utils.events INFO: eta: 1 day, 9:07:35 iter: 25699 total_loss: 8.254 loss_ce: 0.5091 loss_bbox: 0.2471 loss_giou: 0.4579 loss_ce_0: 0.6288 loss_bbox_0: 0.4195 loss_giou_0: 0.7105 loss_ce_1: 0.5482 loss_bbox_1: 0.2871 loss_giou_1: 0.533 loss_ce_2: 0.5149 loss_bbox_2: 0.2619 loss_giou_2: 0.4778 loss_ce_3: 0.5169 loss_bbox_3: 0.2557 loss_giou_3: 0.4648 loss_ce_4: 0.5038 loss_bbox_4: 0.2501 loss_giou_4: 0.4592 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:16] d2.utils.events INFO: eta: 1 day, 9:06:44 iter: 25719 total_loss: 7.788 loss_ce: 0.4909 loss_bbox: 0.2637 loss_giou: 0.415 loss_ce_0: 0.6408 loss_bbox_0: 0.4327 loss_giou_0: 0.6224 loss_ce_1: 0.5633 loss_bbox_1: 0.3079 loss_giou_1: 0.4865 loss_ce_2: 0.5122 loss_bbox_2: 0.2755 loss_giou_2: 0.4333 loss_ce_3: 0.495 loss_bbox_3: 0.2709 loss_giou_3: 0.4215 loss_ce_4: 0.4924 loss_bbox_4: 0.264 loss_giou_4: 0.4104 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:22] d2.utils.events INFO: eta: 1 day, 9:07:25 iter: 25739 total_loss: 7.981 loss_ce: 0.4747 loss_bbox: 0.2628 loss_giou: 0.432 loss_ce_0: 0.6358 loss_bbox_0: 0.4422 loss_giou_0: 0.645 loss_ce_1: 0.5309 loss_bbox_1: 0.311 loss_giou_1: 0.4907 loss_ce_2: 0.5168 loss_bbox_2: 0.281 loss_giou_2: 0.4511 loss_ce_3: 0.4946 loss_bbox_3: 0.2652 loss_giou_3: 0.4394 loss_ce_4: 0.4813 loss_bbox_4: 0.2531 loss_giou_4: 0.4277 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:27] d2.utils.events INFO: eta: 1 day, 9:07:40 iter: 25759 total_loss: 8.133 loss_ce: 0.5045 loss_bbox: 0.2736 loss_giou: 0.4299 loss_ce_0: 0.6569 loss_bbox_0: 0.4487 loss_giou_0: 0.6657 loss_ce_1: 0.5573 loss_bbox_1: 0.3217 loss_giou_1: 0.5033 loss_ce_2: 0.5142 loss_bbox_2: 0.2815 loss_giou_2: 0.4502 loss_ce_3: 0.5088 loss_bbox_3: 0.2719 loss_giou_3: 0.4384 loss_ce_4: 0.5007 loss_bbox_4: 0.2769 loss_giou_4: 0.4305 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:33] d2.utils.events INFO: eta: 1 day, 9:06:51 iter: 25779 total_loss: 8.248 loss_ce: 0.51 loss_bbox: 0.2755 loss_giou: 0.4168 loss_ce_0: 0.6648 loss_bbox_0: 0.4422 loss_giou_0: 0.6465 loss_ce_1: 0.5718 loss_bbox_1: 0.3178 loss_giou_1: 0.4868 loss_ce_2: 0.5199 loss_bbox_2: 0.2909 loss_giou_2: 0.4392 loss_ce_3: 0.5092 loss_bbox_3: 0.2825 loss_giou_3: 0.4234 loss_ce_4: 0.5141 loss_bbox_4: 0.2781 loss_giou_4: 0.4194 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:39] d2.utils.events INFO: eta: 1 day, 9:06:45 iter: 25799 total_loss: 7.661 loss_ce: 0.4828 loss_bbox: 0.2494 loss_giou: 0.4314 loss_ce_0: 0.6385 loss_bbox_0: 0.4243 loss_giou_0: 0.6724 loss_ce_1: 0.5477 loss_bbox_1: 0.2848 loss_giou_1: 0.4869 loss_ce_2: 0.5072 loss_bbox_2: 0.2575 loss_giou_2: 0.4379 loss_ce_3: 0.4786 loss_bbox_3: 0.2506 loss_giou_3: 0.4416 loss_ce_4: 0.474 loss_bbox_4: 0.2491 loss_giou_4: 0.4338 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:44] d2.utils.events INFO: eta: 1 day, 9:06:16 iter: 25819 total_loss: 8.224 loss_ce: 0.5284 loss_bbox: 0.2619 loss_giou: 0.4377 loss_ce_0: 0.6592 loss_bbox_0: 0.4281 loss_giou_0: 0.67 loss_ce_1: 0.5774 loss_bbox_1: 0.3066 loss_giou_1: 0.4986 loss_ce_2: 0.5384 loss_bbox_2: 0.2805 loss_giou_2: 0.4599 loss_ce_3: 0.5178 loss_bbox_3: 0.272 loss_giou_3: 0.4507 loss_ce_4: 0.5165 loss_bbox_4: 0.2656 loss_giou_4: 0.4426 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:50] d2.utils.events INFO: eta: 1 day, 9:05:41 iter: 25839 total_loss: 7.962 loss_ce: 0.4956 loss_bbox: 0.2633 loss_giou: 0.4241 loss_ce_0: 0.6594 loss_bbox_0: 0.4351 loss_giou_0: 0.63 loss_ce_1: 0.5771 loss_bbox_1: 0.3084 loss_giou_1: 0.4846 loss_ce_2: 0.5374 loss_bbox_2: 0.2769 loss_giou_2: 0.442 loss_ce_3: 0.5119 loss_bbox_3: 0.2686 loss_giou_3: 0.4249 loss_ce_4: 0.4974 loss_bbox_4: 0.2626 loss_giou_4: 0.4242 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 15:17:56] d2.utils.events INFO: eta: 1 day, 9:05:24 iter: 25859 total_loss: 7.717 loss_ce: 0.4801 loss_bbox: 0.2526 loss_giou: 0.4013 loss_ce_0: 0.6286 loss_bbox_0: 0.4308 loss_giou_0: 0.6269 loss_ce_1: 0.5438 loss_bbox_1: 0.2926 loss_giou_1: 0.4723 loss_ce_2: 0.5017 loss_bbox_2: 0.2581 loss_giou_2: 0.4155 loss_ce_3: 0.4855 loss_bbox_3: 0.254 loss_giou_3: 0.4066 loss_ce_4: 0.4824 loss_bbox_4: 0.2473 loss_giou_4: 0.3989 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:01] d2.utils.events INFO: eta: 1 day, 9:05:59 iter: 25879 total_loss: 7.537 loss_ce: 0.4292 loss_bbox: 0.2434 loss_giou: 0.4113 loss_ce_0: 0.6107 loss_bbox_0: 0.4009 loss_giou_0: 0.6025 loss_ce_1: 0.5039 loss_bbox_1: 0.2984 loss_giou_1: 0.4638 loss_ce_2: 0.4638 loss_bbox_2: 0.2595 loss_giou_2: 0.422 loss_ce_3: 0.44 loss_bbox_3: 0.2453 loss_giou_3: 0.4148 loss_ce_4: 0.4246 loss_bbox_4: 0.2488 loss_giou_4: 0.4125 time: 0.2802 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:07] d2.utils.events INFO: eta: 1 day, 9:05:39 iter: 25899 total_loss: 7.706 loss_ce: 0.4833 loss_bbox: 0.265 loss_giou: 0.4016 loss_ce_0: 0.6201 loss_bbox_0: 0.4434 loss_giou_0: 0.6604 loss_ce_1: 0.5418 loss_bbox_1: 0.3012 loss_giou_1: 0.4778 loss_ce_2: 0.5135 loss_bbox_2: 0.2685 loss_giou_2: 0.4307 loss_ce_3: 0.4854 loss_bbox_3: 0.2625 loss_giou_3: 0.4147 loss_ce_4: 0.4782 loss_bbox_4: 0.26 loss_giou_4: 0.4036 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:13] d2.utils.events INFO: eta: 1 day, 9:06:44 iter: 25919 total_loss: 7.984 loss_ce: 0.4825 loss_bbox: 0.2761 loss_giou: 0.442 loss_ce_0: 0.6318 loss_bbox_0: 0.4425 loss_giou_0: 0.6589 loss_ce_1: 0.5474 loss_bbox_1: 0.3186 loss_giou_1: 0.5039 loss_ce_2: 0.514 loss_bbox_2: 0.2855 loss_giou_2: 0.4575 loss_ce_3: 0.494 loss_bbox_3: 0.2877 loss_giou_3: 0.447 loss_ce_4: 0.4843 loss_bbox_4: 0.28 loss_giou_4: 0.4404 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:18] d2.utils.events INFO: eta: 1 day, 9:07:34 iter: 25939 total_loss: 7.87 loss_ce: 0.4865 loss_bbox: 0.2572 loss_giou: 0.4316 loss_ce_0: 0.6509 loss_bbox_0: 0.4473 loss_giou_0: 0.6224 loss_ce_1: 0.561 loss_bbox_1: 0.3072 loss_giou_1: 0.4953 loss_ce_2: 0.5165 loss_bbox_2: 0.2774 loss_giou_2: 0.4476 loss_ce_3: 0.4918 loss_bbox_3: 0.2721 loss_giou_3: 0.4416 loss_ce_4: 0.4837 loss_bbox_4: 0.2648 loss_giou_4: 0.4421 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:24] d2.utils.events INFO: eta: 1 day, 9:08:05 iter: 25959 total_loss: 7.883 loss_ce: 0.4637 loss_bbox: 0.262 loss_giou: 0.4536 loss_ce_0: 0.6089 loss_bbox_0: 0.4328 loss_giou_0: 0.6709 loss_ce_1: 0.5514 loss_bbox_1: 0.3126 loss_giou_1: 0.5175 loss_ce_2: 0.4872 loss_bbox_2: 0.268 loss_giou_2: 0.4663 loss_ce_3: 0.4711 loss_bbox_3: 0.2594 loss_giou_3: 0.4576 loss_ce_4: 0.4638 loss_bbox_4: 0.2642 loss_giou_4: 0.4557 time: 0.2802 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:30] d2.utils.events INFO: eta: 1 day, 9:07:51 iter: 25979 total_loss: 8.12 loss_ce: 0.525 loss_bbox: 0.2536 loss_giou: 0.429 loss_ce_0: 0.6356 loss_bbox_0: 0.4312 loss_giou_0: 0.634 loss_ce_1: 0.5701 loss_bbox_1: 0.2963 loss_giou_1: 0.4906 loss_ce_2: 0.5335 loss_bbox_2: 0.2691 loss_giou_2: 0.462 loss_ce_3: 0.5318 loss_bbox_3: 0.2566 loss_giou_3: 0.4381 loss_ce_4: 0.5203 loss_bbox_4: 0.2512 loss_giou_4: 0.4387 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:35] d2.utils.events INFO: eta: 1 day, 9:08:08 iter: 25999 total_loss: 7.796 loss_ce: 0.5053 loss_bbox: 0.2762 loss_giou: 0.436 loss_ce_0: 0.649 loss_bbox_0: 0.4433 loss_giou_0: 0.6303 loss_ce_1: 0.5754 loss_bbox_1: 0.3139 loss_giou_1: 0.4873 loss_ce_2: 0.5268 loss_bbox_2: 0.292 loss_giou_2: 0.458 loss_ce_3: 0.5107 loss_bbox_3: 0.2768 loss_giou_3: 0.4408 loss_ce_4: 0.5038 loss_bbox_4: 0.2754 loss_giou_4: 0.4377 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:41] d2.utils.events INFO: eta: 1 day, 9:07:39 iter: 26019 total_loss: 7.868 loss_ce: 0.4921 loss_bbox: 0.2577 loss_giou: 0.4248 loss_ce_0: 0.647 loss_bbox_0: 0.4453 loss_giou_0: 0.6319 loss_ce_1: 0.5674 loss_bbox_1: 0.3057 loss_giou_1: 0.4888 loss_ce_2: 0.5215 loss_bbox_2: 0.277 loss_giou_2: 0.4417 loss_ce_3: 0.5044 loss_bbox_3: 0.2625 loss_giou_3: 0.4301 loss_ce_4: 0.4975 loss_bbox_4: 0.2627 loss_giou_4: 0.4247 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:47] d2.utils.events INFO: eta: 1 day, 9:07:26 iter: 26039 total_loss: 8.228 loss_ce: 0.4977 loss_bbox: 0.2716 loss_giou: 0.4389 loss_ce_0: 0.6663 loss_bbox_0: 0.445 loss_giou_0: 0.6608 loss_ce_1: 0.5613 loss_bbox_1: 0.3165 loss_giou_1: 0.5076 loss_ce_2: 0.52 loss_bbox_2: 0.2818 loss_giou_2: 0.453 loss_ce_3: 0.5087 loss_bbox_3: 0.2761 loss_giou_3: 0.4459 loss_ce_4: 0.4983 loss_bbox_4: 0.272 loss_giou_4: 0.4399 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:52] d2.utils.events INFO: eta: 1 day, 9:07:37 iter: 26059 total_loss: 7.761 loss_ce: 0.4661 loss_bbox: 0.2571 loss_giou: 0.439 loss_ce_0: 0.6326 loss_bbox_0: 0.4238 loss_giou_0: 0.6467 loss_ce_1: 0.5405 loss_bbox_1: 0.2986 loss_giou_1: 0.5004 loss_ce_2: 0.4961 loss_bbox_2: 0.2655 loss_giou_2: 0.4544 loss_ce_3: 0.4725 loss_bbox_3: 0.2617 loss_giou_3: 0.442 loss_ce_4: 0.4745 loss_bbox_4: 0.2543 loss_giou_4: 0.4394 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 15:18:58] d2.utils.events INFO: eta: 1 day, 9:06:59 iter: 26079 total_loss: 7.748 loss_ce: 0.4955 loss_bbox: 0.24 loss_giou: 0.4081 loss_ce_0: 0.6289 loss_bbox_0: 0.4051 loss_giou_0: 0.6344 loss_ce_1: 0.547 loss_bbox_1: 0.2797 loss_giou_1: 0.4876 loss_ce_2: 0.5184 loss_bbox_2: 0.2594 loss_giou_2: 0.4315 loss_ce_3: 0.4937 loss_bbox_3: 0.246 loss_giou_3: 0.4196 loss_ce_4: 0.4917 loss_bbox_4: 0.241 loss_giou_4: 0.4115 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:04] d2.utils.events INFO: eta: 1 day, 9:06:53 iter: 26099 total_loss: 7.911 loss_ce: 0.5046 loss_bbox: 0.2513 loss_giou: 0.4366 loss_ce_0: 0.6706 loss_bbox_0: 0.4338 loss_giou_0: 0.669 loss_ce_1: 0.5788 loss_bbox_1: 0.3017 loss_giou_1: 0.5034 loss_ce_2: 0.5377 loss_bbox_2: 0.2611 loss_giou_2: 0.4594 loss_ce_3: 0.5271 loss_bbox_3: 0.2565 loss_giou_3: 0.4429 loss_ce_4: 0.4984 loss_bbox_4: 0.249 loss_giou_4: 0.4387 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:09] d2.utils.events INFO: eta: 1 day, 9:07:32 iter: 26119 total_loss: 7.813 loss_ce: 0.4739 loss_bbox: 0.2522 loss_giou: 0.427 loss_ce_0: 0.6242 loss_bbox_0: 0.4215 loss_giou_0: 0.6416 loss_ce_1: 0.5242 loss_bbox_1: 0.3 loss_giou_1: 0.4836 loss_ce_2: 0.5002 loss_bbox_2: 0.2628 loss_giou_2: 0.4455 loss_ce_3: 0.4834 loss_bbox_3: 0.255 loss_giou_3: 0.4325 loss_ce_4: 0.4767 loss_bbox_4: 0.2506 loss_giou_4: 0.4248 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:15] d2.utils.events INFO: eta: 1 day, 9:07:21 iter: 26139 total_loss: 8.034 loss_ce: 0.4812 loss_bbox: 0.2463 loss_giou: 0.417 loss_ce_0: 0.6496 loss_bbox_0: 0.4287 loss_giou_0: 0.6278 loss_ce_1: 0.5359 loss_bbox_1: 0.3034 loss_giou_1: 0.4824 loss_ce_2: 0.497 loss_bbox_2: 0.2656 loss_giou_2: 0.4402 loss_ce_3: 0.4885 loss_bbox_3: 0.2568 loss_giou_3: 0.4231 loss_ce_4: 0.4813 loss_bbox_4: 0.2452 loss_giou_4: 0.416 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:21] d2.utils.events INFO: eta: 1 day, 9:07:44 iter: 26159 total_loss: 7.911 loss_ce: 0.4781 loss_bbox: 0.2661 loss_giou: 0.4118 loss_ce_0: 0.6541 loss_bbox_0: 0.44 loss_giou_0: 0.6254 loss_ce_1: 0.551 loss_bbox_1: 0.3079 loss_giou_1: 0.4767 loss_ce_2: 0.4996 loss_bbox_2: 0.2812 loss_giou_2: 0.425 loss_ce_3: 0.4925 loss_bbox_3: 0.271 loss_giou_3: 0.4167 loss_ce_4: 0.4772 loss_bbox_4: 0.267 loss_giou_4: 0.4098 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:26] d2.utils.events INFO: eta: 1 day, 9:07:39 iter: 26179 total_loss: 8.06 loss_ce: 0.5012 loss_bbox: 0.2412 loss_giou: 0.4636 loss_ce_0: 0.6571 loss_bbox_0: 0.4076 loss_giou_0: 0.6878 loss_ce_1: 0.5676 loss_bbox_1: 0.2827 loss_giou_1: 0.5225 loss_ce_2: 0.5283 loss_bbox_2: 0.2543 loss_giou_2: 0.4869 loss_ce_3: 0.5015 loss_bbox_3: 0.2498 loss_giou_3: 0.4708 loss_ce_4: 0.4926 loss_bbox_4: 0.2497 loss_giou_4: 0.4647 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:32] d2.utils.events INFO: eta: 1 day, 9:07:11 iter: 26199 total_loss: 7.876 loss_ce: 0.4842 loss_bbox: 0.2655 loss_giou: 0.4329 loss_ce_0: 0.6231 loss_bbox_0: 0.4373 loss_giou_0: 0.6722 loss_ce_1: 0.5434 loss_bbox_1: 0.3104 loss_giou_1: 0.5044 loss_ce_2: 0.5075 loss_bbox_2: 0.278 loss_giou_2: 0.4586 loss_ce_3: 0.4896 loss_bbox_3: 0.2688 loss_giou_3: 0.4457 loss_ce_4: 0.4847 loss_bbox_4: 0.2656 loss_giou_4: 0.4293 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:38] d2.utils.events INFO: eta: 1 day, 9:07:04 iter: 26219 total_loss: 7.915 loss_ce: 0.46 loss_bbox: 0.2511 loss_giou: 0.4494 loss_ce_0: 0.6101 loss_bbox_0: 0.417 loss_giou_0: 0.6712 loss_ce_1: 0.5378 loss_bbox_1: 0.2898 loss_giou_1: 0.5205 loss_ce_2: 0.4982 loss_bbox_2: 0.2599 loss_giou_2: 0.4657 loss_ce_3: 0.4769 loss_bbox_3: 0.2529 loss_giou_3: 0.4567 loss_ce_4: 0.4675 loss_bbox_4: 0.2461 loss_giou_4: 0.4516 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:43] d2.utils.events INFO: eta: 1 day, 9:06:38 iter: 26239 total_loss: 7.879 loss_ce: 0.5012 loss_bbox: 0.2488 loss_giou: 0.4415 loss_ce_0: 0.6308 loss_bbox_0: 0.4382 loss_giou_0: 0.6593 loss_ce_1: 0.5447 loss_bbox_1: 0.3088 loss_giou_1: 0.5253 loss_ce_2: 0.5028 loss_bbox_2: 0.2763 loss_giou_2: 0.4629 loss_ce_3: 0.49 loss_bbox_3: 0.2669 loss_giou_3: 0.4545 loss_ce_4: 0.4906 loss_bbox_4: 0.2538 loss_giou_4: 0.4398 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:49] d2.utils.events INFO: eta: 1 day, 9:06:54 iter: 26259 total_loss: 7.795 loss_ce: 0.4825 loss_bbox: 0.2734 loss_giou: 0.4315 loss_ce_0: 0.6178 loss_bbox_0: 0.4242 loss_giou_0: 0.6251 loss_ce_1: 0.5345 loss_bbox_1: 0.3116 loss_giou_1: 0.4846 loss_ce_2: 0.4956 loss_bbox_2: 0.283 loss_giou_2: 0.443 loss_ce_3: 0.4776 loss_bbox_3: 0.272 loss_giou_3: 0.4283 loss_ce_4: 0.4674 loss_bbox_4: 0.2674 loss_giou_4: 0.4276 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:19:55] d2.utils.events INFO: eta: 1 day, 9:06:47 iter: 26279 total_loss: 7.374 loss_ce: 0.4508 loss_bbox: 0.2665 loss_giou: 0.3992 loss_ce_0: 0.6136 loss_bbox_0: 0.4239 loss_giou_0: 0.6021 loss_ce_1: 0.5084 loss_bbox_1: 0.3045 loss_giou_1: 0.4643 loss_ce_2: 0.4653 loss_bbox_2: 0.2804 loss_giou_2: 0.4208 loss_ce_3: 0.4566 loss_bbox_3: 0.2718 loss_giou_3: 0.4083 loss_ce_4: 0.4487 loss_bbox_4: 0.2677 loss_giou_4: 0.4038 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:00] d2.utils.events INFO: eta: 1 day, 9:06:42 iter: 26299 total_loss: 8.009 loss_ce: 0.5129 loss_bbox: 0.2607 loss_giou: 0.4125 loss_ce_0: 0.6683 loss_bbox_0: 0.4387 loss_giou_0: 0.6365 loss_ce_1: 0.5761 loss_bbox_1: 0.304 loss_giou_1: 0.4865 loss_ce_2: 0.5381 loss_bbox_2: 0.2738 loss_giou_2: 0.4405 loss_ce_3: 0.5122 loss_bbox_3: 0.2665 loss_giou_3: 0.4233 loss_ce_4: 0.5156 loss_bbox_4: 0.2643 loss_giou_4: 0.4133 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:06] d2.utils.events INFO: eta: 1 day, 9:06:28 iter: 26319 total_loss: 7.802 loss_ce: 0.4632 loss_bbox: 0.2898 loss_giou: 0.4096 loss_ce_0: 0.6266 loss_bbox_0: 0.465 loss_giou_0: 0.5901 loss_ce_1: 0.5331 loss_bbox_1: 0.3272 loss_giou_1: 0.4597 loss_ce_2: 0.4882 loss_bbox_2: 0.2926 loss_giou_2: 0.4218 loss_ce_3: 0.4683 loss_bbox_3: 0.2961 loss_giou_3: 0.4128 loss_ce_4: 0.4635 loss_bbox_4: 0.2911 loss_giou_4: 0.4082 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:12] d2.utils.events INFO: eta: 1 day, 9:06:39 iter: 26339 total_loss: 7.775 loss_ce: 0.4719 loss_bbox: 0.2529 loss_giou: 0.4249 loss_ce_0: 0.6048 loss_bbox_0: 0.4271 loss_giou_0: 0.6589 loss_ce_1: 0.5265 loss_bbox_1: 0.2935 loss_giou_1: 0.4962 loss_ce_2: 0.4814 loss_bbox_2: 0.2693 loss_giou_2: 0.4549 loss_ce_3: 0.4733 loss_bbox_3: 0.2535 loss_giou_3: 0.441 loss_ce_4: 0.4622 loss_bbox_4: 0.2505 loss_giou_4: 0.4322 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:17] d2.utils.events INFO: eta: 1 day, 9:07:36 iter: 26359 total_loss: 7.97 loss_ce: 0.4713 loss_bbox: 0.256 loss_giou: 0.415 loss_ce_0: 0.6345 loss_bbox_0: 0.4473 loss_giou_0: 0.6268 loss_ce_1: 0.5407 loss_bbox_1: 0.313 loss_giou_1: 0.4787 loss_ce_2: 0.496 loss_bbox_2: 0.2788 loss_giou_2: 0.4348 loss_ce_3: 0.4758 loss_bbox_3: 0.262 loss_giou_3: 0.417 loss_ce_4: 0.4762 loss_bbox_4: 0.2594 loss_giou_4: 0.4134 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:23] d2.utils.events INFO: eta: 1 day, 9:07:14 iter: 26379 total_loss: 7.851 loss_ce: 0.4762 loss_bbox: 0.2469 loss_giou: 0.4224 loss_ce_0: 0.6256 loss_bbox_0: 0.421 loss_giou_0: 0.5992 loss_ce_1: 0.527 loss_bbox_1: 0.2822 loss_giou_1: 0.4826 loss_ce_2: 0.4909 loss_bbox_2: 0.2651 loss_giou_2: 0.4429 loss_ce_3: 0.4707 loss_bbox_3: 0.2452 loss_giou_3: 0.429 loss_ce_4: 0.4752 loss_bbox_4: 0.2443 loss_giou_4: 0.4242 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:29] d2.utils.events INFO: eta: 1 day, 9:06:50 iter: 26399 total_loss: 7.838 loss_ce: 0.4827 loss_bbox: 0.2827 loss_giou: 0.4319 loss_ce_0: 0.6126 loss_bbox_0: 0.4415 loss_giou_0: 0.6531 loss_ce_1: 0.5508 loss_bbox_1: 0.317 loss_giou_1: 0.4931 loss_ce_2: 0.5036 loss_bbox_2: 0.2892 loss_giou_2: 0.4519 loss_ce_3: 0.4721 loss_bbox_3: 0.2898 loss_giou_3: 0.4488 loss_ce_4: 0.47 loss_bbox_4: 0.2827 loss_giou_4: 0.4363 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:34] d2.utils.events INFO: eta: 1 day, 9:06:15 iter: 26419 total_loss: 8.019 loss_ce: 0.5029 loss_bbox: 0.2594 loss_giou: 0.4176 loss_ce_0: 0.6323 loss_bbox_0: 0.4404 loss_giou_0: 0.637 loss_ce_1: 0.5302 loss_bbox_1: 0.3224 loss_giou_1: 0.4799 loss_ce_2: 0.5038 loss_bbox_2: 0.2814 loss_giou_2: 0.4375 loss_ce_3: 0.4818 loss_bbox_3: 0.2702 loss_giou_3: 0.4247 loss_ce_4: 0.4954 loss_bbox_4: 0.2676 loss_giou_4: 0.4176 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:40] d2.utils.events INFO: eta: 1 day, 9:05:49 iter: 26439 total_loss: 7.546 loss_ce: 0.4667 loss_bbox: 0.2575 loss_giou: 0.4025 loss_ce_0: 0.6194 loss_bbox_0: 0.4214 loss_giou_0: 0.6024 loss_ce_1: 0.5064 loss_bbox_1: 0.2952 loss_giou_1: 0.4679 loss_ce_2: 0.4968 loss_bbox_2: 0.2686 loss_giou_2: 0.4234 loss_ce_3: 0.4664 loss_bbox_3: 0.2609 loss_giou_3: 0.4143 loss_ce_4: 0.4604 loss_bbox_4: 0.2591 loss_giou_4: 0.4094 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:46] d2.utils.events INFO: eta: 1 day, 9:05:26 iter: 26459 total_loss: 7.813 loss_ce: 0.4808 loss_bbox: 0.266 loss_giou: 0.426 loss_ce_0: 0.63 loss_bbox_0: 0.433 loss_giou_0: 0.6409 loss_ce_1: 0.5289 loss_bbox_1: 0.3169 loss_giou_1: 0.4971 loss_ce_2: 0.5149 loss_bbox_2: 0.29 loss_giou_2: 0.4532 loss_ce_3: 0.4693 loss_bbox_3: 0.2707 loss_giou_3: 0.4366 loss_ce_4: 0.4727 loss_bbox_4: 0.2666 loss_giou_4: 0.4285 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:51] d2.utils.events INFO: eta: 1 day, 9:05:06 iter: 26479 total_loss: 7.909 loss_ce: 0.501 loss_bbox: 0.2499 loss_giou: 0.422 loss_ce_0: 0.6348 loss_bbox_0: 0.4387 loss_giou_0: 0.6608 loss_ce_1: 0.5391 loss_bbox_1: 0.3039 loss_giou_1: 0.495 loss_ce_2: 0.4977 loss_bbox_2: 0.2686 loss_giou_2: 0.4483 loss_ce_3: 0.4975 loss_bbox_3: 0.2551 loss_giou_3: 0.4363 loss_ce_4: 0.4995 loss_bbox_4: 0.2538 loss_giou_4: 0.4251 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 15:20:57] d2.utils.events INFO: eta: 1 day, 9:05:00 iter: 26499 total_loss: 7.906 loss_ce: 0.4823 loss_bbox: 0.253 loss_giou: 0.4464 loss_ce_0: 0.6154 loss_bbox_0: 0.4237 loss_giou_0: 0.6666 loss_ce_1: 0.5466 loss_bbox_1: 0.2957 loss_giou_1: 0.4999 loss_ce_2: 0.5073 loss_bbox_2: 0.2744 loss_giou_2: 0.46 loss_ce_3: 0.4878 loss_bbox_3: 0.2599 loss_giou_3: 0.4418 loss_ce_4: 0.4866 loss_bbox_4: 0.2545 loss_giou_4: 0.4486 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:03] d2.utils.events INFO: eta: 1 day, 9:04:34 iter: 26519 total_loss: 7.795 loss_ce: 0.4892 loss_bbox: 0.252 loss_giou: 0.4145 loss_ce_0: 0.6411 loss_bbox_0: 0.4147 loss_giou_0: 0.6255 loss_ce_1: 0.5553 loss_bbox_1: 0.2873 loss_giou_1: 0.4776 loss_ce_2: 0.5078 loss_bbox_2: 0.2591 loss_giou_2: 0.4381 loss_ce_3: 0.4962 loss_bbox_3: 0.2456 loss_giou_3: 0.4312 loss_ce_4: 0.4856 loss_bbox_4: 0.2459 loss_giou_4: 0.4194 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:09] d2.utils.events INFO: eta: 1 day, 9:04:29 iter: 26539 total_loss: 7.959 loss_ce: 0.4786 loss_bbox: 0.2772 loss_giou: 0.4338 loss_ce_0: 0.6617 loss_bbox_0: 0.4511 loss_giou_0: 0.654 loss_ce_1: 0.5532 loss_bbox_1: 0.3042 loss_giou_1: 0.502 loss_ce_2: 0.5155 loss_bbox_2: 0.2868 loss_giou_2: 0.4665 loss_ce_3: 0.4885 loss_bbox_3: 0.2785 loss_giou_3: 0.4488 loss_ce_4: 0.4872 loss_bbox_4: 0.2811 loss_giou_4: 0.4413 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:14] d2.utils.events INFO: eta: 1 day, 9:04:16 iter: 26559 total_loss: 8.034 loss_ce: 0.473 loss_bbox: 0.2517 loss_giou: 0.4191 loss_ce_0: 0.6336 loss_bbox_0: 0.4504 loss_giou_0: 0.6426 loss_ce_1: 0.5474 loss_bbox_1: 0.3194 loss_giou_1: 0.4808 loss_ce_2: 0.4988 loss_bbox_2: 0.2735 loss_giou_2: 0.4404 loss_ce_3: 0.4682 loss_bbox_3: 0.2614 loss_giou_3: 0.4214 loss_ce_4: 0.474 loss_bbox_4: 0.253 loss_giou_4: 0.4222 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:20] d2.utils.events INFO: eta: 1 day, 9:03:42 iter: 26579 total_loss: 7.674 loss_ce: 0.4609 loss_bbox: 0.2635 loss_giou: 0.4508 loss_ce_0: 0.615 loss_bbox_0: 0.429 loss_giou_0: 0.6594 loss_ce_1: 0.5201 loss_bbox_1: 0.2982 loss_giou_1: 0.5129 loss_ce_2: 0.486 loss_bbox_2: 0.2829 loss_giou_2: 0.4687 loss_ce_3: 0.4705 loss_bbox_3: 0.2655 loss_giou_3: 0.4654 loss_ce_4: 0.4698 loss_bbox_4: 0.2655 loss_giou_4: 0.454 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:26] d2.utils.events INFO: eta: 1 day, 9:03:36 iter: 26599 total_loss: 7.658 loss_ce: 0.4667 loss_bbox: 0.2609 loss_giou: 0.429 loss_ce_0: 0.6202 loss_bbox_0: 0.4339 loss_giou_0: 0.6439 loss_ce_1: 0.5445 loss_bbox_1: 0.3051 loss_giou_1: 0.4977 loss_ce_2: 0.4917 loss_bbox_2: 0.275 loss_giou_2: 0.4484 loss_ce_3: 0.4709 loss_bbox_3: 0.2743 loss_giou_3: 0.4434 loss_ce_4: 0.4602 loss_bbox_4: 0.2642 loss_giou_4: 0.4359 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:31] d2.utils.events INFO: eta: 1 day, 9:03:04 iter: 26619 total_loss: 8.054 loss_ce: 0.4573 loss_bbox: 0.2592 loss_giou: 0.4421 loss_ce_0: 0.6156 loss_bbox_0: 0.4253 loss_giou_0: 0.6495 loss_ce_1: 0.5321 loss_bbox_1: 0.3075 loss_giou_1: 0.5058 loss_ce_2: 0.482 loss_bbox_2: 0.2735 loss_giou_2: 0.4591 loss_ce_3: 0.457 loss_bbox_3: 0.2642 loss_giou_3: 0.443 loss_ce_4: 0.4664 loss_bbox_4: 0.2633 loss_giou_4: 0.4443 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:37] d2.utils.events INFO: eta: 1 day, 9:03:35 iter: 26639 total_loss: 7.603 loss_ce: 0.4739 loss_bbox: 0.2366 loss_giou: 0.4202 loss_ce_0: 0.6187 loss_bbox_0: 0.4234 loss_giou_0: 0.6366 loss_ce_1: 0.5335 loss_bbox_1: 0.2773 loss_giou_1: 0.4943 loss_ce_2: 0.4894 loss_bbox_2: 0.2544 loss_giou_2: 0.4504 loss_ce_3: 0.4652 loss_bbox_3: 0.2502 loss_giou_3: 0.4404 loss_ce_4: 0.465 loss_bbox_4: 0.2423 loss_giou_4: 0.4273 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:43] d2.utils.events INFO: eta: 1 day, 9:02:33 iter: 26659 total_loss: 7.789 loss_ce: 0.4597 loss_bbox: 0.2477 loss_giou: 0.4323 loss_ce_0: 0.6122 loss_bbox_0: 0.415 loss_giou_0: 0.6618 loss_ce_1: 0.5193 loss_bbox_1: 0.2898 loss_giou_1: 0.4907 loss_ce_2: 0.4844 loss_bbox_2: 0.2594 loss_giou_2: 0.4534 loss_ce_3: 0.4697 loss_bbox_3: 0.2498 loss_giou_3: 0.4411 loss_ce_4: 0.4651 loss_bbox_4: 0.2456 loss_giou_4: 0.4324 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:48] d2.utils.events INFO: eta: 1 day, 9:02:47 iter: 26679 total_loss: 7.695 loss_ce: 0.4699 loss_bbox: 0.2545 loss_giou: 0.4199 loss_ce_0: 0.61 loss_bbox_0: 0.423 loss_giou_0: 0.6617 loss_ce_1: 0.5303 loss_bbox_1: 0.3026 loss_giou_1: 0.5015 loss_ce_2: 0.4937 loss_bbox_2: 0.2682 loss_giou_2: 0.4499 loss_ce_3: 0.4786 loss_bbox_3: 0.2596 loss_giou_3: 0.4303 loss_ce_4: 0.4748 loss_bbox_4: 0.2489 loss_giou_4: 0.4238 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 15:21:54] d2.utils.events INFO: eta: 1 day, 9:02:02 iter: 26699 total_loss: 7.577 loss_ce: 0.4569 loss_bbox: 0.2473 loss_giou: 0.3874 loss_ce_0: 0.6221 loss_bbox_0: 0.4166 loss_giou_0: 0.6134 loss_ce_1: 0.5261 loss_bbox_1: 0.2959 loss_giou_1: 0.4508 loss_ce_2: 0.4833 loss_bbox_2: 0.2651 loss_giou_2: 0.4126 loss_ce_3: 0.4536 loss_bbox_3: 0.249 loss_giou_3: 0.3956 loss_ce_4: 0.4619 loss_bbox_4: 0.2453 loss_giou_4: 0.3866 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:00] d2.utils.events INFO: eta: 1 day, 9:02:36 iter: 26719 total_loss: 7.908 loss_ce: 0.4709 loss_bbox: 0.2579 loss_giou: 0.4358 loss_ce_0: 0.6202 loss_bbox_0: 0.4112 loss_giou_0: 0.637 loss_ce_1: 0.5285 loss_bbox_1: 0.2845 loss_giou_1: 0.4929 loss_ce_2: 0.4994 loss_bbox_2: 0.267 loss_giou_2: 0.4548 loss_ce_3: 0.4819 loss_bbox_3: 0.2663 loss_giou_3: 0.4424 loss_ce_4: 0.4685 loss_bbox_4: 0.2608 loss_giou_4: 0.4382 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:05] d2.utils.events INFO: eta: 1 day, 9:02:30 iter: 26739 total_loss: 7.556 loss_ce: 0.4638 loss_bbox: 0.2483 loss_giou: 0.4308 loss_ce_0: 0.6404 loss_bbox_0: 0.4174 loss_giou_0: 0.6365 loss_ce_1: 0.526 loss_bbox_1: 0.2887 loss_giou_1: 0.4728 loss_ce_2: 0.5 loss_bbox_2: 0.2579 loss_giou_2: 0.4403 loss_ce_3: 0.4719 loss_bbox_3: 0.2577 loss_giou_3: 0.4374 loss_ce_4: 0.4708 loss_bbox_4: 0.246 loss_giou_4: 0.4331 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:11] d2.utils.events INFO: eta: 1 day, 9:01:23 iter: 26759 total_loss: 8.036 loss_ce: 0.4909 loss_bbox: 0.2684 loss_giou: 0.4283 loss_ce_0: 0.6669 loss_bbox_0: 0.4319 loss_giou_0: 0.6319 loss_ce_1: 0.555 loss_bbox_1: 0.3143 loss_giou_1: 0.4941 loss_ce_2: 0.5227 loss_bbox_2: 0.2857 loss_giou_2: 0.4613 loss_ce_3: 0.502 loss_bbox_3: 0.2745 loss_giou_3: 0.4347 loss_ce_4: 0.4896 loss_bbox_4: 0.2706 loss_giou_4: 0.4313 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:17] d2.utils.events INFO: eta: 1 day, 9:02:13 iter: 26779 total_loss: 7.464 loss_ce: 0.4732 loss_bbox: 0.2387 loss_giou: 0.3782 loss_ce_0: 0.6069 loss_bbox_0: 0.4109 loss_giou_0: 0.5955 loss_ce_1: 0.5177 loss_bbox_1: 0.2898 loss_giou_1: 0.4383 loss_ce_2: 0.493 loss_bbox_2: 0.2537 loss_giou_2: 0.3927 loss_ce_3: 0.4705 loss_bbox_3: 0.246 loss_giou_3: 0.3888 loss_ce_4: 0.4729 loss_bbox_4: 0.2409 loss_giou_4: 0.3843 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:22] d2.utils.events INFO: eta: 1 day, 9:02:43 iter: 26799 total_loss: 7.87 loss_ce: 0.4781 loss_bbox: 0.2618 loss_giou: 0.4326 loss_ce_0: 0.6164 loss_bbox_0: 0.4376 loss_giou_0: 0.6916 loss_ce_1: 0.5239 loss_bbox_1: 0.3089 loss_giou_1: 0.5084 loss_ce_2: 0.4883 loss_bbox_2: 0.2752 loss_giou_2: 0.4599 loss_ce_3: 0.4794 loss_bbox_3: 0.2709 loss_giou_3: 0.4516 loss_ce_4: 0.4692 loss_bbox_4: 0.2688 loss_giou_4: 0.4385 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:28] d2.utils.events INFO: eta: 1 day, 9:02:37 iter: 26819 total_loss: 7.674 loss_ce: 0.4558 loss_bbox: 0.2586 loss_giou: 0.4045 loss_ce_0: 0.6148 loss_bbox_0: 0.417 loss_giou_0: 0.6553 loss_ce_1: 0.5243 loss_bbox_1: 0.3021 loss_giou_1: 0.4783 loss_ce_2: 0.4868 loss_bbox_2: 0.2665 loss_giou_2: 0.4276 loss_ce_3: 0.4649 loss_bbox_3: 0.2694 loss_giou_3: 0.4163 loss_ce_4: 0.4619 loss_bbox_4: 0.2605 loss_giou_4: 0.407 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:34] d2.utils.events INFO: eta: 1 day, 9:02:42 iter: 26839 total_loss: 7.798 loss_ce: 0.4719 loss_bbox: 0.2702 loss_giou: 0.4416 loss_ce_0: 0.6302 loss_bbox_0: 0.415 loss_giou_0: 0.6473 loss_ce_1: 0.5425 loss_bbox_1: 0.3017 loss_giou_1: 0.4863 loss_ce_2: 0.4977 loss_bbox_2: 0.2729 loss_giou_2: 0.4535 loss_ce_3: 0.4723 loss_bbox_3: 0.2697 loss_giou_3: 0.4444 loss_ce_4: 0.4747 loss_bbox_4: 0.2699 loss_giou_4: 0.4396 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:39] d2.utils.events INFO: eta: 1 day, 9:02:08 iter: 26859 total_loss: 7.476 loss_ce: 0.4649 loss_bbox: 0.2598 loss_giou: 0.3919 loss_ce_0: 0.6116 loss_bbox_0: 0.4357 loss_giou_0: 0.6128 loss_ce_1: 0.5075 loss_bbox_1: 0.3087 loss_giou_1: 0.4593 loss_ce_2: 0.4769 loss_bbox_2: 0.2735 loss_giou_2: 0.4147 loss_ce_3: 0.4684 loss_bbox_3: 0.2589 loss_giou_3: 0.4019 loss_ce_4: 0.4669 loss_bbox_4: 0.255 loss_giou_4: 0.3933 time: 0.2802 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:45] d2.utils.events INFO: eta: 1 day, 9:01:45 iter: 26879 total_loss: 7.615 loss_ce: 0.4699 loss_bbox: 0.2445 loss_giou: 0.4195 loss_ce_0: 0.6236 loss_bbox_0: 0.4115 loss_giou_0: 0.6464 loss_ce_1: 0.5301 loss_bbox_1: 0.2847 loss_giou_1: 0.481 loss_ce_2: 0.4975 loss_bbox_2: 0.2591 loss_giou_2: 0.4384 loss_ce_3: 0.4775 loss_bbox_3: 0.2523 loss_giou_3: 0.4276 loss_ce_4: 0.471 loss_bbox_4: 0.2492 loss_giou_4: 0.4245 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:51] d2.utils.events INFO: eta: 1 day, 9:01:30 iter: 26899 total_loss: 8.032 loss_ce: 0.4929 loss_bbox: 0.2678 loss_giou: 0.4351 loss_ce_0: 0.6631 loss_bbox_0: 0.4359 loss_giou_0: 0.634 loss_ce_1: 0.5593 loss_bbox_1: 0.3113 loss_giou_1: 0.4892 loss_ce_2: 0.5131 loss_bbox_2: 0.2828 loss_giou_2: 0.4482 loss_ce_3: 0.4959 loss_bbox_3: 0.2692 loss_giou_3: 0.4426 loss_ce_4: 0.4912 loss_bbox_4: 0.2659 loss_giou_4: 0.4371 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:22:56] d2.utils.events INFO: eta: 1 day, 9:01:34 iter: 26919 total_loss: 7.898 loss_ce: 0.4658 loss_bbox: 0.2709 loss_giou: 0.4308 loss_ce_0: 0.6142 loss_bbox_0: 0.4367 loss_giou_0: 0.6427 loss_ce_1: 0.5318 loss_bbox_1: 0.3123 loss_giou_1: 0.4921 loss_ce_2: 0.4893 loss_bbox_2: 0.2811 loss_giou_2: 0.4541 loss_ce_3: 0.473 loss_bbox_3: 0.2795 loss_giou_3: 0.4382 loss_ce_4: 0.4617 loss_bbox_4: 0.273 loss_giou_4: 0.4302 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:02] d2.utils.events INFO: eta: 1 day, 9:00:16 iter: 26939 total_loss: 7.377 loss_ce: 0.4534 loss_bbox: 0.2345 loss_giou: 0.4153 loss_ce_0: 0.6131 loss_bbox_0: 0.4126 loss_giou_0: 0.6233 loss_ce_1: 0.4985 loss_bbox_1: 0.2931 loss_giou_1: 0.4846 loss_ce_2: 0.4592 loss_bbox_2: 0.2515 loss_giou_2: 0.4403 loss_ce_3: 0.449 loss_bbox_3: 0.2416 loss_giou_3: 0.4265 loss_ce_4: 0.4475 loss_bbox_4: 0.2348 loss_giou_4: 0.4243 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:08] d2.utils.events INFO: eta: 1 day, 9:00:22 iter: 26959 total_loss: 7.789 loss_ce: 0.4609 loss_bbox: 0.2527 loss_giou: 0.4374 loss_ce_0: 0.6393 loss_bbox_0: 0.446 loss_giou_0: 0.6565 loss_ce_1: 0.5478 loss_bbox_1: 0.3285 loss_giou_1: 0.4938 loss_ce_2: 0.5055 loss_bbox_2: 0.2788 loss_giou_2: 0.4621 loss_ce_3: 0.4728 loss_bbox_3: 0.2629 loss_giou_3: 0.4468 loss_ce_4: 0.4688 loss_bbox_4: 0.2561 loss_giou_4: 0.4406 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:13] d2.utils.events INFO: eta: 1 day, 9:00:04 iter: 26979 total_loss: 7.519 loss_ce: 0.4671 loss_bbox: 0.2494 loss_giou: 0.3881 loss_ce_0: 0.6051 loss_bbox_0: 0.4205 loss_giou_0: 0.5831 loss_ce_1: 0.5285 loss_bbox_1: 0.298 loss_giou_1: 0.4488 loss_ce_2: 0.4763 loss_bbox_2: 0.2634 loss_giou_2: 0.4055 loss_ce_3: 0.4665 loss_bbox_3: 0.2583 loss_giou_3: 0.3983 loss_ce_4: 0.4611 loss_bbox_4: 0.252 loss_giou_4: 0.3924 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:19] d2.utils.events INFO: eta: 1 day, 8:59:58 iter: 26999 total_loss: 7.799 loss_ce: 0.4707 loss_bbox: 0.2545 loss_giou: 0.4323 loss_ce_0: 0.6385 loss_bbox_0: 0.4295 loss_giou_0: 0.657 loss_ce_1: 0.5352 loss_bbox_1: 0.3033 loss_giou_1: 0.4918 loss_ce_2: 0.4883 loss_bbox_2: 0.268 loss_giou_2: 0.4605 loss_ce_3: 0.4772 loss_bbox_3: 0.2627 loss_giou_3: 0.4354 loss_ce_4: 0.4631 loss_bbox_4: 0.257 loss_giou_4: 0.4388 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:25] d2.utils.events INFO: eta: 1 day, 8:59:54 iter: 27019 total_loss: 7.83 loss_ce: 0.4963 loss_bbox: 0.2448 loss_giou: 0.4184 loss_ce_0: 0.6323 loss_bbox_0: 0.4259 loss_giou_0: 0.6509 loss_ce_1: 0.5541 loss_bbox_1: 0.3042 loss_giou_1: 0.4918 loss_ce_2: 0.514 loss_bbox_2: 0.2571 loss_giou_2: 0.4391 loss_ce_3: 0.5026 loss_bbox_3: 0.2482 loss_giou_3: 0.4308 loss_ce_4: 0.4884 loss_bbox_4: 0.2466 loss_giou_4: 0.4219 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:30] d2.utils.events INFO: eta: 1 day, 9:00:12 iter: 27039 total_loss: 7.999 loss_ce: 0.5104 loss_bbox: 0.2529 loss_giou: 0.4317 loss_ce_0: 0.6417 loss_bbox_0: 0.4418 loss_giou_0: 0.6544 loss_ce_1: 0.5599 loss_bbox_1: 0.3161 loss_giou_1: 0.4991 loss_ce_2: 0.5276 loss_bbox_2: 0.2753 loss_giou_2: 0.4482 loss_ce_3: 0.5159 loss_bbox_3: 0.2654 loss_giou_3: 0.4381 loss_ce_4: 0.5149 loss_bbox_4: 0.2579 loss_giou_4: 0.4329 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:36] d2.utils.events INFO: eta: 1 day, 8:59:54 iter: 27059 total_loss: 7.725 loss_ce: 0.4759 loss_bbox: 0.2669 loss_giou: 0.4082 loss_ce_0: 0.6224 loss_bbox_0: 0.4437 loss_giou_0: 0.6367 loss_ce_1: 0.5362 loss_bbox_1: 0.3193 loss_giou_1: 0.4779 loss_ce_2: 0.4982 loss_bbox_2: 0.2871 loss_giou_2: 0.4348 loss_ce_3: 0.4856 loss_bbox_3: 0.2714 loss_giou_3: 0.4121 loss_ce_4: 0.4809 loss_bbox_4: 0.2693 loss_giou_4: 0.4105 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:42] d2.utils.events INFO: eta: 1 day, 9:00:51 iter: 27079 total_loss: 8.154 loss_ce: 0.5129 loss_bbox: 0.2615 loss_giou: 0.4364 loss_ce_0: 0.6715 loss_bbox_0: 0.423 loss_giou_0: 0.6426 loss_ce_1: 0.5726 loss_bbox_1: 0.3021 loss_giou_1: 0.5065 loss_ce_2: 0.5379 loss_bbox_2: 0.273 loss_giou_2: 0.459 loss_ce_3: 0.5083 loss_bbox_3: 0.2626 loss_giou_3: 0.4486 loss_ce_4: 0.5041 loss_bbox_4: 0.2562 loss_giou_4: 0.4368 time: 0.2802 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:47] d2.utils.events INFO: eta: 1 day, 9:00:34 iter: 27099 total_loss: 7.471 loss_ce: 0.4693 loss_bbox: 0.2494 loss_giou: 0.4188 loss_ce_0: 0.6102 loss_bbox_0: 0.4182 loss_giou_0: 0.6591 loss_ce_1: 0.5209 loss_bbox_1: 0.2967 loss_giou_1: 0.4878 loss_ce_2: 0.4848 loss_bbox_2: 0.2646 loss_giou_2: 0.4264 loss_ce_3: 0.4726 loss_bbox_3: 0.249 loss_giou_3: 0.4247 loss_ce_4: 0.4638 loss_bbox_4: 0.2506 loss_giou_4: 0.415 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:53] d2.utils.events INFO: eta: 1 day, 9:00:03 iter: 27119 total_loss: 7.768 loss_ce: 0.4888 loss_bbox: 0.2446 loss_giou: 0.4262 loss_ce_0: 0.6365 loss_bbox_0: 0.422 loss_giou_0: 0.6404 loss_ce_1: 0.534 loss_bbox_1: 0.3066 loss_giou_1: 0.4924 loss_ce_2: 0.491 loss_bbox_2: 0.2666 loss_giou_2: 0.4472 loss_ce_3: 0.4858 loss_bbox_3: 0.25 loss_giou_3: 0.4353 loss_ce_4: 0.4733 loss_bbox_4: 0.2467 loss_giou_4: 0.4313 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 15:23:59] d2.utils.events INFO: eta: 1 day, 8:59:14 iter: 27139 total_loss: 7.866 loss_ce: 0.4881 loss_bbox: 0.2345 loss_giou: 0.4338 loss_ce_0: 0.6344 loss_bbox_0: 0.4233 loss_giou_0: 0.6573 loss_ce_1: 0.5466 loss_bbox_1: 0.2836 loss_giou_1: 0.5033 loss_ce_2: 0.5104 loss_bbox_2: 0.2543 loss_giou_2: 0.4495 loss_ce_3: 0.4941 loss_bbox_3: 0.2464 loss_giou_3: 0.4387 loss_ce_4: 0.4902 loss_bbox_4: 0.2398 loss_giou_4: 0.4342 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:04] d2.utils.events INFO: eta: 1 day, 8:58:49 iter: 27159 total_loss: 7.748 loss_ce: 0.4677 loss_bbox: 0.2596 loss_giou: 0.4277 loss_ce_0: 0.6274 loss_bbox_0: 0.4374 loss_giou_0: 0.6488 loss_ce_1: 0.5478 loss_bbox_1: 0.3014 loss_giou_1: 0.4846 loss_ce_2: 0.4823 loss_bbox_2: 0.268 loss_giou_2: 0.4429 loss_ce_3: 0.4782 loss_bbox_3: 0.2588 loss_giou_3: 0.4362 loss_ce_4: 0.4762 loss_bbox_4: 0.2613 loss_giou_4: 0.4285 time: 0.2802 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:10] d2.utils.events INFO: eta: 1 day, 8:58:10 iter: 27179 total_loss: 7.564 loss_ce: 0.4773 loss_bbox: 0.2499 loss_giou: 0.418 loss_ce_0: 0.6192 loss_bbox_0: 0.4161 loss_giou_0: 0.6171 loss_ce_1: 0.5345 loss_bbox_1: 0.2936 loss_giou_1: 0.4942 loss_ce_2: 0.4935 loss_bbox_2: 0.2574 loss_giou_2: 0.4393 loss_ce_3: 0.4756 loss_bbox_3: 0.2499 loss_giou_3: 0.4292 loss_ce_4: 0.4699 loss_bbox_4: 0.2488 loss_giou_4: 0.4212 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:16] d2.utils.events INFO: eta: 1 day, 8:58:56 iter: 27199 total_loss: 7.832 loss_ce: 0.4686 loss_bbox: 0.2423 loss_giou: 0.4267 loss_ce_0: 0.623 loss_bbox_0: 0.4265 loss_giou_0: 0.6504 loss_ce_1: 0.5281 loss_bbox_1: 0.3047 loss_giou_1: 0.4908 loss_ce_2: 0.4905 loss_bbox_2: 0.2682 loss_giou_2: 0.447 loss_ce_3: 0.4819 loss_bbox_3: 0.261 loss_giou_3: 0.4345 loss_ce_4: 0.4717 loss_bbox_4: 0.2518 loss_giou_4: 0.4273 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:21] d2.utils.events INFO: eta: 1 day, 8:59:09 iter: 27219 total_loss: 7.134 loss_ce: 0.4711 loss_bbox: 0.2303 loss_giou: 0.4161 loss_ce_0: 0.6469 loss_bbox_0: 0.4035 loss_giou_0: 0.6162 loss_ce_1: 0.5262 loss_bbox_1: 0.2606 loss_giou_1: 0.466 loss_ce_2: 0.4884 loss_bbox_2: 0.244 loss_giou_2: 0.4301 loss_ce_3: 0.4649 loss_bbox_3: 0.235 loss_giou_3: 0.4226 loss_ce_4: 0.4799 loss_bbox_4: 0.2497 loss_giou_4: 0.4216 time: 0.2802 data_time: 0.0341 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:27] d2.utils.events INFO: eta: 1 day, 8:58:26 iter: 27239 total_loss: 7.909 loss_ce: 0.4589 loss_bbox: 0.2515 loss_giou: 0.4302 loss_ce_0: 0.6548 loss_bbox_0: 0.427 loss_giou_0: 0.6544 loss_ce_1: 0.5467 loss_bbox_1: 0.3023 loss_giou_1: 0.5017 loss_ce_2: 0.4879 loss_bbox_2: 0.2654 loss_giou_2: 0.4507 loss_ce_3: 0.4644 loss_bbox_3: 0.261 loss_giou_3: 0.4426 loss_ce_4: 0.4601 loss_bbox_4: 0.2507 loss_giou_4: 0.4337 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:33] d2.utils.events INFO: eta: 1 day, 8:58:26 iter: 27259 total_loss: 7.975 loss_ce: 0.4857 loss_bbox: 0.2481 loss_giou: 0.4325 loss_ce_0: 0.6504 loss_bbox_0: 0.4471 loss_giou_0: 0.6568 loss_ce_1: 0.5486 loss_bbox_1: 0.3217 loss_giou_1: 0.5012 loss_ce_2: 0.5078 loss_bbox_2: 0.2754 loss_giou_2: 0.4643 loss_ce_3: 0.5066 loss_bbox_3: 0.2653 loss_giou_3: 0.4414 loss_ce_4: 0.492 loss_bbox_4: 0.2552 loss_giou_4: 0.4348 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:38] d2.utils.events INFO: eta: 1 day, 8:57:58 iter: 27279 total_loss: 7.672 loss_ce: 0.4645 loss_bbox: 0.243 loss_giou: 0.4241 loss_ce_0: 0.6404 loss_bbox_0: 0.4156 loss_giou_0: 0.646 loss_ce_1: 0.5172 loss_bbox_1: 0.2886 loss_giou_1: 0.4962 loss_ce_2: 0.4843 loss_bbox_2: 0.2666 loss_giou_2: 0.4445 loss_ce_3: 0.4588 loss_bbox_3: 0.2522 loss_giou_3: 0.4258 loss_ce_4: 0.4587 loss_bbox_4: 0.2458 loss_giou_4: 0.4252 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:44] d2.utils.events INFO: eta: 1 day, 8:58:10 iter: 27299 total_loss: 7.93 loss_ce: 0.4837 loss_bbox: 0.2796 loss_giou: 0.414 loss_ce_0: 0.6485 loss_bbox_0: 0.4572 loss_giou_0: 0.6382 loss_ce_1: 0.5495 loss_bbox_1: 0.3214 loss_giou_1: 0.4741 loss_ce_2: 0.5116 loss_bbox_2: 0.291 loss_giou_2: 0.4347 loss_ce_3: 0.4944 loss_bbox_3: 0.282 loss_giou_3: 0.4251 loss_ce_4: 0.4914 loss_bbox_4: 0.2841 loss_giou_4: 0.4179 time: 0.2802 data_time: 0.0156 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:50] d2.utils.events INFO: eta: 1 day, 8:58:04 iter: 27319 total_loss: 7.727 loss_ce: 0.4679 loss_bbox: 0.2567 loss_giou: 0.4399 loss_ce_0: 0.6201 loss_bbox_0: 0.4284 loss_giou_0: 0.6632 loss_ce_1: 0.5221 loss_bbox_1: 0.2909 loss_giou_1: 0.4948 loss_ce_2: 0.4882 loss_bbox_2: 0.2693 loss_giou_2: 0.4585 loss_ce_3: 0.4668 loss_bbox_3: 0.2576 loss_giou_3: 0.4445 loss_ce_4: 0.474 loss_bbox_4: 0.2583 loss_giou_4: 0.4422 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 15:24:55] d2.utils.events INFO: eta: 1 day, 8:57:12 iter: 27339 total_loss: 7.661 loss_ce: 0.4628 loss_bbox: 0.2472 loss_giou: 0.4195 loss_ce_0: 0.6222 loss_bbox_0: 0.4215 loss_giou_0: 0.6595 loss_ce_1: 0.5225 loss_bbox_1: 0.3009 loss_giou_1: 0.4847 loss_ce_2: 0.4908 loss_bbox_2: 0.2618 loss_giou_2: 0.4498 loss_ce_3: 0.4574 loss_bbox_3: 0.2528 loss_giou_3: 0.4323 loss_ce_4: 0.4557 loss_bbox_4: 0.2502 loss_giou_4: 0.4216 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:01] d2.utils.events INFO: eta: 1 day, 8:57:02 iter: 27359 total_loss: 7.395 loss_ce: 0.43 loss_bbox: 0.2388 loss_giou: 0.4274 loss_ce_0: 0.607 loss_bbox_0: 0.4072 loss_giou_0: 0.6228 loss_ce_1: 0.5013 loss_bbox_1: 0.2972 loss_giou_1: 0.482 loss_ce_2: 0.4606 loss_bbox_2: 0.2585 loss_giou_2: 0.4398 loss_ce_3: 0.4255 loss_bbox_3: 0.2389 loss_giou_3: 0.4361 loss_ce_4: 0.4274 loss_bbox_4: 0.2375 loss_giou_4: 0.4315 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:07] d2.utils.events INFO: eta: 1 day, 8:56:48 iter: 27379 total_loss: 7.955 loss_ce: 0.4901 loss_bbox: 0.268 loss_giou: 0.4091 loss_ce_0: 0.6199 loss_bbox_0: 0.4354 loss_giou_0: 0.609 loss_ce_1: 0.529 loss_bbox_1: 0.3117 loss_giou_1: 0.4703 loss_ce_2: 0.4911 loss_bbox_2: 0.2769 loss_giou_2: 0.4294 loss_ce_3: 0.4912 loss_bbox_3: 0.2713 loss_giou_3: 0.4116 loss_ce_4: 0.4773 loss_bbox_4: 0.2685 loss_giou_4: 0.4067 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:12] d2.utils.events INFO: eta: 1 day, 8:56:51 iter: 27399 total_loss: 7.585 loss_ce: 0.4886 loss_bbox: 0.2517 loss_giou: 0.4082 loss_ce_0: 0.6212 loss_bbox_0: 0.4442 loss_giou_0: 0.6367 loss_ce_1: 0.526 loss_bbox_1: 0.3115 loss_giou_1: 0.467 loss_ce_2: 0.4922 loss_bbox_2: 0.2757 loss_giou_2: 0.4296 loss_ce_3: 0.4819 loss_bbox_3: 0.2659 loss_giou_3: 0.4126 loss_ce_4: 0.4778 loss_bbox_4: 0.2615 loss_giou_4: 0.4098 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:18] d2.utils.events INFO: eta: 1 day, 8:56:04 iter: 27419 total_loss: 7.491 loss_ce: 0.4425 loss_bbox: 0.2597 loss_giou: 0.4398 loss_ce_0: 0.584 loss_bbox_0: 0.4223 loss_giou_0: 0.6427 loss_ce_1: 0.5061 loss_bbox_1: 0.2974 loss_giou_1: 0.4887 loss_ce_2: 0.4754 loss_bbox_2: 0.2673 loss_giou_2: 0.4592 loss_ce_3: 0.4467 loss_bbox_3: 0.2616 loss_giou_3: 0.4424 loss_ce_4: 0.4348 loss_bbox_4: 0.2647 loss_giou_4: 0.4444 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:24] d2.utils.events INFO: eta: 1 day, 8:56:23 iter: 27439 total_loss: 8.091 loss_ce: 0.5124 loss_bbox: 0.2562 loss_giou: 0.4234 loss_ce_0: 0.6538 loss_bbox_0: 0.434 loss_giou_0: 0.6578 loss_ce_1: 0.5611 loss_bbox_1: 0.3007 loss_giou_1: 0.5065 loss_ce_2: 0.5286 loss_bbox_2: 0.2735 loss_giou_2: 0.4575 loss_ce_3: 0.5162 loss_bbox_3: 0.2635 loss_giou_3: 0.4384 loss_ce_4: 0.5106 loss_bbox_4: 0.2588 loss_giou_4: 0.426 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:29] d2.utils.events INFO: eta: 1 day, 8:55:53 iter: 27459 total_loss: 7.796 loss_ce: 0.4718 loss_bbox: 0.2639 loss_giou: 0.4237 loss_ce_0: 0.6433 loss_bbox_0: 0.4282 loss_giou_0: 0.6366 loss_ce_1: 0.5535 loss_bbox_1: 0.3064 loss_giou_1: 0.4897 loss_ce_2: 0.5062 loss_bbox_2: 0.27 loss_giou_2: 0.4439 loss_ce_3: 0.4796 loss_bbox_3: 0.2669 loss_giou_3: 0.4297 loss_ce_4: 0.4796 loss_bbox_4: 0.2655 loss_giou_4: 0.4238 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:35] d2.utils.events INFO: eta: 1 day, 8:55:57 iter: 27479 total_loss: 7.989 loss_ce: 0.4798 loss_bbox: 0.2406 loss_giou: 0.4064 loss_ce_0: 0.6514 loss_bbox_0: 0.4279 loss_giou_0: 0.6459 loss_ce_1: 0.529 loss_bbox_1: 0.2939 loss_giou_1: 0.4772 loss_ce_2: 0.5039 loss_bbox_2: 0.264 loss_giou_2: 0.4316 loss_ce_3: 0.4839 loss_bbox_3: 0.2508 loss_giou_3: 0.4198 loss_ce_4: 0.4774 loss_bbox_4: 0.2443 loss_giou_4: 0.4077 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:41] d2.utils.events INFO: eta: 1 day, 8:56:14 iter: 27499 total_loss: 7.893 loss_ce: 0.4606 loss_bbox: 0.2492 loss_giou: 0.457 loss_ce_0: 0.6231 loss_bbox_0: 0.4202 loss_giou_0: 0.6896 loss_ce_1: 0.5111 loss_bbox_1: 0.2985 loss_giou_1: 0.5185 loss_ce_2: 0.472 loss_bbox_2: 0.2619 loss_giou_2: 0.4727 loss_ce_3: 0.4622 loss_bbox_3: 0.2516 loss_giou_3: 0.4612 loss_ce_4: 0.4511 loss_bbox_4: 0.2478 loss_giou_4: 0.46 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:46] d2.utils.events INFO: eta: 1 day, 8:56:28 iter: 27519 total_loss: 8.005 loss_ce: 0.4614 loss_bbox: 0.2637 loss_giou: 0.451 loss_ce_0: 0.6306 loss_bbox_0: 0.4394 loss_giou_0: 0.6714 loss_ce_1: 0.5209 loss_bbox_1: 0.3148 loss_giou_1: 0.5078 loss_ce_2: 0.4793 loss_bbox_2: 0.2786 loss_giou_2: 0.4741 loss_ce_3: 0.4712 loss_bbox_3: 0.2731 loss_giou_3: 0.4659 loss_ce_4: 0.4666 loss_bbox_4: 0.2655 loss_giou_4: 0.4592 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:52] d2.utils.events INFO: eta: 1 day, 8:56:12 iter: 27539 total_loss: 7.766 loss_ce: 0.4803 loss_bbox: 0.2564 loss_giou: 0.4122 loss_ce_0: 0.6355 loss_bbox_0: 0.4282 loss_giou_0: 0.6368 loss_ce_1: 0.5337 loss_bbox_1: 0.3067 loss_giou_1: 0.4755 loss_ce_2: 0.4987 loss_bbox_2: 0.268 loss_giou_2: 0.4344 loss_ce_3: 0.4918 loss_bbox_3: 0.2617 loss_giou_3: 0.4219 loss_ce_4: 0.4832 loss_bbox_4: 0.2552 loss_giou_4: 0.4144 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 15:25:58] d2.utils.events INFO: eta: 1 day, 8:55:58 iter: 27559 total_loss: 7.502 loss_ce: 0.4641 loss_bbox: 0.2426 loss_giou: 0.3924 loss_ce_0: 0.6137 loss_bbox_0: 0.4296 loss_giou_0: 0.5991 loss_ce_1: 0.5195 loss_bbox_1: 0.2934 loss_giou_1: 0.4649 loss_ce_2: 0.4999 loss_bbox_2: 0.2573 loss_giou_2: 0.4092 loss_ce_3: 0.4798 loss_bbox_3: 0.2493 loss_giou_3: 0.3978 loss_ce_4: 0.4727 loss_bbox_4: 0.244 loss_giou_4: 0.3973 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:03] d2.utils.events INFO: eta: 1 day, 8:55:55 iter: 27579 total_loss: 7.699 loss_ce: 0.4669 loss_bbox: 0.2475 loss_giou: 0.4342 loss_ce_0: 0.6244 loss_bbox_0: 0.4177 loss_giou_0: 0.6553 loss_ce_1: 0.5359 loss_bbox_1: 0.2944 loss_giou_1: 0.5071 loss_ce_2: 0.5003 loss_bbox_2: 0.2593 loss_giou_2: 0.4653 loss_ce_3: 0.4733 loss_bbox_3: 0.2499 loss_giou_3: 0.446 loss_ce_4: 0.4618 loss_bbox_4: 0.2455 loss_giou_4: 0.4377 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:09] d2.utils.events INFO: eta: 1 day, 8:55:50 iter: 27599 total_loss: 7.587 loss_ce: 0.4592 loss_bbox: 0.25 loss_giou: 0.4212 loss_ce_0: 0.6103 loss_bbox_0: 0.4087 loss_giou_0: 0.6449 loss_ce_1: 0.5266 loss_bbox_1: 0.2885 loss_giou_1: 0.4702 loss_ce_2: 0.4878 loss_bbox_2: 0.2641 loss_giou_2: 0.4299 loss_ce_3: 0.472 loss_bbox_3: 0.2563 loss_giou_3: 0.423 loss_ce_4: 0.4555 loss_bbox_4: 0.2508 loss_giou_4: 0.4174 time: 0.2802 data_time: 0.0176 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:15] d2.utils.events INFO: eta: 1 day, 8:56:00 iter: 27619 total_loss: 7.727 loss_ce: 0.4772 loss_bbox: 0.2695 loss_giou: 0.4213 loss_ce_0: 0.6283 loss_bbox_0: 0.4317 loss_giou_0: 0.649 loss_ce_1: 0.55 loss_bbox_1: 0.3186 loss_giou_1: 0.5073 loss_ce_2: 0.4945 loss_bbox_2: 0.2855 loss_giou_2: 0.453 loss_ce_3: 0.4712 loss_bbox_3: 0.2774 loss_giou_3: 0.4355 loss_ce_4: 0.4743 loss_bbox_4: 0.2699 loss_giou_4: 0.4211 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:21] d2.utils.events INFO: eta: 1 day, 8:55:43 iter: 27639 total_loss: 7.702 loss_ce: 0.4751 loss_bbox: 0.2633 loss_giou: 0.4329 loss_ce_0: 0.6129 loss_bbox_0: 0.4402 loss_giou_0: 0.6437 loss_ce_1: 0.5294 loss_bbox_1: 0.3075 loss_giou_1: 0.4874 loss_ce_2: 0.4938 loss_bbox_2: 0.284 loss_giou_2: 0.4622 loss_ce_3: 0.4767 loss_bbox_3: 0.2755 loss_giou_3: 0.4513 loss_ce_4: 0.4722 loss_bbox_4: 0.269 loss_giou_4: 0.442 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:26] d2.utils.events INFO: eta: 1 day, 8:57:14 iter: 27659 total_loss: 7.501 loss_ce: 0.4759 loss_bbox: 0.2453 loss_giou: 0.4176 loss_ce_0: 0.6321 loss_bbox_0: 0.4247 loss_giou_0: 0.6136 loss_ce_1: 0.5191 loss_bbox_1: 0.2988 loss_giou_1: 0.4933 loss_ce_2: 0.4789 loss_bbox_2: 0.2649 loss_giou_2: 0.4499 loss_ce_3: 0.466 loss_bbox_3: 0.2516 loss_giou_3: 0.4312 loss_ce_4: 0.469 loss_bbox_4: 0.2472 loss_giou_4: 0.4219 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:32] d2.utils.events INFO: eta: 1 day, 8:57:08 iter: 27679 total_loss: 7.976 loss_ce: 0.4846 loss_bbox: 0.2549 loss_giou: 0.4501 loss_ce_0: 0.6349 loss_bbox_0: 0.4415 loss_giou_0: 0.6557 loss_ce_1: 0.5461 loss_bbox_1: 0.3162 loss_giou_1: 0.5191 loss_ce_2: 0.5052 loss_bbox_2: 0.2824 loss_giou_2: 0.4817 loss_ce_3: 0.4825 loss_bbox_3: 0.2597 loss_giou_3: 0.4616 loss_ce_4: 0.4751 loss_bbox_4: 0.252 loss_giou_4: 0.454 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:38] d2.utils.events INFO: eta: 1 day, 8:57:07 iter: 27699 total_loss: 7.905 loss_ce: 0.4814 loss_bbox: 0.2507 loss_giou: 0.4493 loss_ce_0: 0.6348 loss_bbox_0: 0.4239 loss_giou_0: 0.6495 loss_ce_1: 0.5356 loss_bbox_1: 0.2914 loss_giou_1: 0.4986 loss_ce_2: 0.4917 loss_bbox_2: 0.2582 loss_giou_2: 0.4629 loss_ce_3: 0.4793 loss_bbox_3: 0.249 loss_giou_3: 0.4465 loss_ce_4: 0.4784 loss_bbox_4: 0.2493 loss_giou_4: 0.4491 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:43] d2.utils.events INFO: eta: 1 day, 8:56:27 iter: 27719 total_loss: 7.919 loss_ce: 0.4902 loss_bbox: 0.2541 loss_giou: 0.459 loss_ce_0: 0.648 loss_bbox_0: 0.42 loss_giou_0: 0.6834 loss_ce_1: 0.5473 loss_bbox_1: 0.2984 loss_giou_1: 0.5199 loss_ce_2: 0.5108 loss_bbox_2: 0.2717 loss_giou_2: 0.4821 loss_ce_3: 0.5083 loss_bbox_3: 0.262 loss_giou_3: 0.4675 loss_ce_4: 0.4925 loss_bbox_4: 0.2527 loss_giou_4: 0.4626 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:49] d2.utils.events INFO: eta: 1 day, 8:55:26 iter: 27739 total_loss: 7.557 loss_ce: 0.4697 loss_bbox: 0.2455 loss_giou: 0.4466 loss_ce_0: 0.6172 loss_bbox_0: 0.4157 loss_giou_0: 0.6693 loss_ce_1: 0.5294 loss_bbox_1: 0.2941 loss_giou_1: 0.502 loss_ce_2: 0.4951 loss_bbox_2: 0.2553 loss_giou_2: 0.4577 loss_ce_3: 0.4776 loss_bbox_3: 0.2492 loss_giou_3: 0.4511 loss_ce_4: 0.4713 loss_bbox_4: 0.2452 loss_giou_4: 0.448 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 15:26:55] d2.utils.events INFO: eta: 1 day, 8:56:39 iter: 27759 total_loss: 7.512 loss_ce: 0.4476 loss_bbox: 0.265 loss_giou: 0.4141 loss_ce_0: 0.6232 loss_bbox_0: 0.4361 loss_giou_0: 0.6274 loss_ce_1: 0.5153 loss_bbox_1: 0.3023 loss_giou_1: 0.4865 loss_ce_2: 0.4796 loss_bbox_2: 0.2676 loss_giou_2: 0.4461 loss_ce_3: 0.4481 loss_bbox_3: 0.2714 loss_giou_3: 0.4231 loss_ce_4: 0.4467 loss_bbox_4: 0.2683 loss_giou_4: 0.4201 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:00] d2.utils.events INFO: eta: 1 day, 8:56:36 iter: 27779 total_loss: 7.476 loss_ce: 0.4702 loss_bbox: 0.2343 loss_giou: 0.4035 loss_ce_0: 0.6234 loss_bbox_0: 0.4076 loss_giou_0: 0.6109 loss_ce_1: 0.5312 loss_bbox_1: 0.2732 loss_giou_1: 0.4614 loss_ce_2: 0.4929 loss_bbox_2: 0.2495 loss_giou_2: 0.4294 loss_ce_3: 0.4753 loss_bbox_3: 0.2396 loss_giou_3: 0.4176 loss_ce_4: 0.4702 loss_bbox_4: 0.2379 loss_giou_4: 0.4092 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:06] d2.utils.events INFO: eta: 1 day, 8:56:30 iter: 27799 total_loss: 7.782 loss_ce: 0.4689 loss_bbox: 0.2637 loss_giou: 0.4252 loss_ce_0: 0.6392 loss_bbox_0: 0.4488 loss_giou_0: 0.6357 loss_ce_1: 0.5336 loss_bbox_1: 0.3141 loss_giou_1: 0.4839 loss_ce_2: 0.495 loss_bbox_2: 0.2855 loss_giou_2: 0.4472 loss_ce_3: 0.4737 loss_bbox_3: 0.2738 loss_giou_3: 0.4352 loss_ce_4: 0.4677 loss_bbox_4: 0.2672 loss_giou_4: 0.4324 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:12] d2.utils.events INFO: eta: 1 day, 8:56:32 iter: 27819 total_loss: 7.355 loss_ce: 0.4399 loss_bbox: 0.2351 loss_giou: 0.4088 loss_ce_0: 0.5963 loss_bbox_0: 0.403 loss_giou_0: 0.6007 loss_ce_1: 0.505 loss_bbox_1: 0.2828 loss_giou_1: 0.4697 loss_ce_2: 0.4667 loss_bbox_2: 0.252 loss_giou_2: 0.4336 loss_ce_3: 0.4409 loss_bbox_3: 0.2396 loss_giou_3: 0.4158 loss_ce_4: 0.4369 loss_bbox_4: 0.2354 loss_giou_4: 0.411 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:17] d2.utils.events INFO: eta: 1 day, 8:56:15 iter: 27839 total_loss: 7.334 loss_ce: 0.5003 loss_bbox: 0.2516 loss_giou: 0.3906 loss_ce_0: 0.6298 loss_bbox_0: 0.4367 loss_giou_0: 0.6258 loss_ce_1: 0.5397 loss_bbox_1: 0.3022 loss_giou_1: 0.4641 loss_ce_2: 0.5163 loss_bbox_2: 0.2706 loss_giou_2: 0.4178 loss_ce_3: 0.5021 loss_bbox_3: 0.2606 loss_giou_3: 0.4047 loss_ce_4: 0.4941 loss_bbox_4: 0.2522 loss_giou_4: 0.3972 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:23] d2.utils.events INFO: eta: 1 day, 8:57:10 iter: 27859 total_loss: 7.852 loss_ce: 0.5038 loss_bbox: 0.2659 loss_giou: 0.4199 loss_ce_0: 0.6312 loss_bbox_0: 0.4383 loss_giou_0: 0.6229 loss_ce_1: 0.5554 loss_bbox_1: 0.3056 loss_giou_1: 0.4847 loss_ce_2: 0.5133 loss_bbox_2: 0.2861 loss_giou_2: 0.4502 loss_ce_3: 0.5037 loss_bbox_3: 0.2715 loss_giou_3: 0.4317 loss_ce_4: 0.499 loss_bbox_4: 0.2666 loss_giou_4: 0.4261 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:29] d2.utils.events INFO: eta: 1 day, 8:57:20 iter: 27879 total_loss: 7.487 loss_ce: 0.4601 loss_bbox: 0.2524 loss_giou: 0.4087 loss_ce_0: 0.625 loss_bbox_0: 0.4131 loss_giou_0: 0.6366 loss_ce_1: 0.5278 loss_bbox_1: 0.2911 loss_giou_1: 0.4797 loss_ce_2: 0.4774 loss_bbox_2: 0.2625 loss_giou_2: 0.4297 loss_ce_3: 0.4628 loss_bbox_3: 0.2546 loss_giou_3: 0.4173 loss_ce_4: 0.4602 loss_bbox_4: 0.2519 loss_giou_4: 0.4125 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:34] d2.utils.events INFO: eta: 1 day, 8:57:26 iter: 27899 total_loss: 7.532 loss_ce: 0.4775 loss_bbox: 0.2467 loss_giou: 0.4141 loss_ce_0: 0.6276 loss_bbox_0: 0.4304 loss_giou_0: 0.629 loss_ce_1: 0.5527 loss_bbox_1: 0.2929 loss_giou_1: 0.4811 loss_ce_2: 0.5081 loss_bbox_2: 0.2568 loss_giou_2: 0.4408 loss_ce_3: 0.4889 loss_bbox_3: 0.2478 loss_giou_3: 0.4238 loss_ce_4: 0.4835 loss_bbox_4: 0.2479 loss_giou_4: 0.416 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:40] d2.utils.events INFO: eta: 1 day, 8:57:17 iter: 27919 total_loss: 7.629 loss_ce: 0.467 loss_bbox: 0.2616 loss_giou: 0.4179 loss_ce_0: 0.6209 loss_bbox_0: 0.4349 loss_giou_0: 0.6598 loss_ce_1: 0.5146 loss_bbox_1: 0.3006 loss_giou_1: 0.489 loss_ce_2: 0.4737 loss_bbox_2: 0.2733 loss_giou_2: 0.4289 loss_ce_3: 0.4697 loss_bbox_3: 0.2606 loss_giou_3: 0.4222 loss_ce_4: 0.4604 loss_bbox_4: 0.2597 loss_giou_4: 0.4143 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:46] d2.utils.events INFO: eta: 1 day, 8:57:12 iter: 27939 total_loss: 7.553 loss_ce: 0.4527 loss_bbox: 0.2685 loss_giou: 0.4143 loss_ce_0: 0.6137 loss_bbox_0: 0.429 loss_giou_0: 0.6118 loss_ce_1: 0.5221 loss_bbox_1: 0.3035 loss_giou_1: 0.4717 loss_ce_2: 0.4788 loss_bbox_2: 0.2737 loss_giou_2: 0.4284 loss_ce_3: 0.4512 loss_bbox_3: 0.268 loss_giou_3: 0.4156 loss_ce_4: 0.4514 loss_bbox_4: 0.2699 loss_giou_4: 0.4161 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:51] d2.utils.events INFO: eta: 1 day, 8:56:42 iter: 27959 total_loss: 7.856 loss_ce: 0.4927 loss_bbox: 0.2767 loss_giou: 0.4478 loss_ce_0: 0.6434 loss_bbox_0: 0.418 loss_giou_0: 0.6839 loss_ce_1: 0.5572 loss_bbox_1: 0.3065 loss_giou_1: 0.5038 loss_ce_2: 0.5111 loss_bbox_2: 0.2784 loss_giou_2: 0.4659 loss_ce_3: 0.5001 loss_bbox_3: 0.2712 loss_giou_3: 0.4486 loss_ce_4: 0.4872 loss_bbox_4: 0.2725 loss_giou_4: 0.4511 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:27:57] d2.utils.events INFO: eta: 1 day, 8:56:01 iter: 27979 total_loss: 7.676 loss_ce: 0.4938 loss_bbox: 0.2622 loss_giou: 0.4276 loss_ce_0: 0.6422 loss_bbox_0: 0.4326 loss_giou_0: 0.6478 loss_ce_1: 0.5579 loss_bbox_1: 0.3086 loss_giou_1: 0.4873 loss_ce_2: 0.5294 loss_bbox_2: 0.271 loss_giou_2: 0.4469 loss_ce_3: 0.5016 loss_bbox_3: 0.2649 loss_giou_3: 0.4305 loss_ce_4: 0.4953 loss_bbox_4: 0.2583 loss_giou_4: 0.4366 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:03] d2.utils.events INFO: eta: 1 day, 8:55:55 iter: 27999 total_loss: 7.94 loss_ce: 0.4709 loss_bbox: 0.2503 loss_giou: 0.4217 loss_ce_0: 0.6387 loss_bbox_0: 0.4361 loss_giou_0: 0.654 loss_ce_1: 0.5302 loss_bbox_1: 0.2977 loss_giou_1: 0.4884 loss_ce_2: 0.4963 loss_bbox_2: 0.267 loss_giou_2: 0.4478 loss_ce_3: 0.4659 loss_bbox_3: 0.26 loss_giou_3: 0.4373 loss_ce_4: 0.4688 loss_bbox_4: 0.2542 loss_giou_4: 0.4238 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:09] d2.utils.events INFO: eta: 1 day, 8:55:49 iter: 28019 total_loss: 7.701 loss_ce: 0.472 loss_bbox: 0.2542 loss_giou: 0.4348 loss_ce_0: 0.6275 loss_bbox_0: 0.4361 loss_giou_0: 0.6475 loss_ce_1: 0.5207 loss_bbox_1: 0.3021 loss_giou_1: 0.4989 loss_ce_2: 0.4909 loss_bbox_2: 0.2701 loss_giou_2: 0.4551 loss_ce_3: 0.474 loss_bbox_3: 0.2626 loss_giou_3: 0.4408 loss_ce_4: 0.468 loss_bbox_4: 0.2589 loss_giou_4: 0.4336 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:14] d2.utils.events INFO: eta: 1 day, 8:55:26 iter: 28039 total_loss: 7.624 loss_ce: 0.4651 loss_bbox: 0.2589 loss_giou: 0.4051 loss_ce_0: 0.6288 loss_bbox_0: 0.4164 loss_giou_0: 0.6199 loss_ce_1: 0.5391 loss_bbox_1: 0.3007 loss_giou_1: 0.4695 loss_ce_2: 0.4948 loss_bbox_2: 0.2737 loss_giou_2: 0.4308 loss_ce_3: 0.4703 loss_bbox_3: 0.2622 loss_giou_3: 0.4127 loss_ce_4: 0.4703 loss_bbox_4: 0.2604 loss_giou_4: 0.4079 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:20] d2.utils.events INFO: eta: 1 day, 8:55:17 iter: 28059 total_loss: 7.429 loss_ce: 0.4548 loss_bbox: 0.2496 loss_giou: 0.405 loss_ce_0: 0.62 loss_bbox_0: 0.4014 loss_giou_0: 0.6072 loss_ce_1: 0.5265 loss_bbox_1: 0.3039 loss_giou_1: 0.4601 loss_ce_2: 0.4991 loss_bbox_2: 0.2643 loss_giou_2: 0.4184 loss_ce_3: 0.4638 loss_bbox_3: 0.2589 loss_giou_3: 0.4156 loss_ce_4: 0.4565 loss_bbox_4: 0.2495 loss_giou_4: 0.409 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:25] d2.utils.events INFO: eta: 1 day, 8:54:44 iter: 28079 total_loss: 7.867 loss_ce: 0.4942 loss_bbox: 0.2594 loss_giou: 0.4349 loss_ce_0: 0.6366 loss_bbox_0: 0.43 loss_giou_0: 0.6498 loss_ce_1: 0.5465 loss_bbox_1: 0.3104 loss_giou_1: 0.4894 loss_ce_2: 0.5149 loss_bbox_2: 0.2785 loss_giou_2: 0.4436 loss_ce_3: 0.4905 loss_bbox_3: 0.2781 loss_giou_3: 0.4434 loss_ce_4: 0.4895 loss_bbox_4: 0.2605 loss_giou_4: 0.4385 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:31] d2.utils.events INFO: eta: 1 day, 8:54:25 iter: 28099 total_loss: 7.301 loss_ce: 0.457 loss_bbox: 0.2356 loss_giou: 0.4139 loss_ce_0: 0.6227 loss_bbox_0: 0.4061 loss_giou_0: 0.6336 loss_ce_1: 0.519 loss_bbox_1: 0.2808 loss_giou_1: 0.479 loss_ce_2: 0.4811 loss_bbox_2: 0.2503 loss_giou_2: 0.4339 loss_ce_3: 0.4514 loss_bbox_3: 0.2415 loss_giou_3: 0.4171 loss_ce_4: 0.4502 loss_bbox_4: 0.2382 loss_giou_4: 0.413 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:37] d2.utils.events INFO: eta: 1 day, 8:54:03 iter: 28119 total_loss: 8.056 loss_ce: 0.4698 loss_bbox: 0.2621 loss_giou: 0.4073 loss_ce_0: 0.6242 loss_bbox_0: 0.4384 loss_giou_0: 0.627 loss_ce_1: 0.5457 loss_bbox_1: 0.3155 loss_giou_1: 0.4694 loss_ce_2: 0.5121 loss_bbox_2: 0.2849 loss_giou_2: 0.4308 loss_ce_3: 0.4815 loss_bbox_3: 0.2741 loss_giou_3: 0.42 loss_ce_4: 0.4918 loss_bbox_4: 0.2661 loss_giou_4: 0.4089 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:42] d2.utils.events INFO: eta: 1 day, 8:54:20 iter: 28139 total_loss: 7.687 loss_ce: 0.4684 loss_bbox: 0.2474 loss_giou: 0.409 loss_ce_0: 0.6389 loss_bbox_0: 0.4299 loss_giou_0: 0.601 loss_ce_1: 0.5311 loss_bbox_1: 0.3059 loss_giou_1: 0.4587 loss_ce_2: 0.4851 loss_bbox_2: 0.2637 loss_giou_2: 0.4222 loss_ce_3: 0.4657 loss_bbox_3: 0.2478 loss_giou_3: 0.4149 loss_ce_4: 0.467 loss_bbox_4: 0.2502 loss_giou_4: 0.413 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:48] d2.utils.events INFO: eta: 1 day, 8:54:00 iter: 28159 total_loss: 7.604 loss_ce: 0.4734 loss_bbox: 0.2689 loss_giou: 0.4185 loss_ce_0: 0.6166 loss_bbox_0: 0.4344 loss_giou_0: 0.6279 loss_ce_1: 0.5255 loss_bbox_1: 0.3101 loss_giou_1: 0.4779 loss_ce_2: 0.4857 loss_bbox_2: 0.2747 loss_giou_2: 0.4418 loss_ce_3: 0.472 loss_bbox_3: 0.2685 loss_giou_3: 0.4276 loss_ce_4: 0.4665 loss_bbox_4: 0.2626 loss_giou_4: 0.423 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:54] d2.utils.events INFO: eta: 1 day, 8:53:54 iter: 28179 total_loss: 7.619 loss_ce: 0.4787 loss_bbox: 0.2561 loss_giou: 0.4079 loss_ce_0: 0.6257 loss_bbox_0: 0.4441 loss_giou_0: 0.6087 loss_ce_1: 0.5378 loss_bbox_1: 0.304 loss_giou_1: 0.4685 loss_ce_2: 0.5063 loss_bbox_2: 0.2726 loss_giou_2: 0.4275 loss_ce_3: 0.4781 loss_bbox_3: 0.2645 loss_giou_3: 0.4167 loss_ce_4: 0.4769 loss_bbox_4: 0.2529 loss_giou_4: 0.4087 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 15:28:59] d2.utils.events INFO: eta: 1 day, 8:54:03 iter: 28199 total_loss: 8.11 loss_ce: 0.5084 loss_bbox: 0.2545 loss_giou: 0.4384 loss_ce_0: 0.6611 loss_bbox_0: 0.4216 loss_giou_0: 0.6464 loss_ce_1: 0.543 loss_bbox_1: 0.2972 loss_giou_1: 0.5053 loss_ce_2: 0.5185 loss_bbox_2: 0.2711 loss_giou_2: 0.4626 loss_ce_3: 0.4917 loss_bbox_3: 0.2623 loss_giou_3: 0.447 loss_ce_4: 0.4948 loss_bbox_4: 0.2527 loss_giou_4: 0.4395 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:05] d2.utils.events INFO: eta: 1 day, 8:53:52 iter: 28219 total_loss: 7.958 loss_ce: 0.475 loss_bbox: 0.2865 loss_giou: 0.4586 loss_ce_0: 0.631 loss_bbox_0: 0.4462 loss_giou_0: 0.6684 loss_ce_1: 0.5439 loss_bbox_1: 0.3217 loss_giou_1: 0.5129 loss_ce_2: 0.5088 loss_bbox_2: 0.295 loss_giou_2: 0.4722 loss_ce_3: 0.4795 loss_bbox_3: 0.2896 loss_giou_3: 0.4618 loss_ce_4: 0.4812 loss_bbox_4: 0.2874 loss_giou_4: 0.4557 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:11] d2.utils.events INFO: eta: 1 day, 8:53:59 iter: 28239 total_loss: 7.572 loss_ce: 0.4562 loss_bbox: 0.2604 loss_giou: 0.4207 loss_ce_0: 0.6357 loss_bbox_0: 0.4403 loss_giou_0: 0.6054 loss_ce_1: 0.5278 loss_bbox_1: 0.3053 loss_giou_1: 0.4775 loss_ce_2: 0.4858 loss_bbox_2: 0.2793 loss_giou_2: 0.4422 loss_ce_3: 0.4722 loss_bbox_3: 0.2686 loss_giou_3: 0.4249 loss_ce_4: 0.4572 loss_bbox_4: 0.2628 loss_giou_4: 0.4203 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:16] d2.utils.events INFO: eta: 1 day, 8:53:40 iter: 28259 total_loss: 7.872 loss_ce: 0.4751 loss_bbox: 0.2559 loss_giou: 0.4403 loss_ce_0: 0.6484 loss_bbox_0: 0.4318 loss_giou_0: 0.6754 loss_ce_1: 0.5447 loss_bbox_1: 0.2989 loss_giou_1: 0.5061 loss_ce_2: 0.5004 loss_bbox_2: 0.2674 loss_giou_2: 0.4634 loss_ce_3: 0.4812 loss_bbox_3: 0.2621 loss_giou_3: 0.4542 loss_ce_4: 0.4809 loss_bbox_4: 0.2604 loss_giou_4: 0.4469 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:22] d2.utils.events INFO: eta: 1 day, 8:54:11 iter: 28279 total_loss: 7.621 loss_ce: 0.4739 loss_bbox: 0.2656 loss_giou: 0.4098 loss_ce_0: 0.6179 loss_bbox_0: 0.4235 loss_giou_0: 0.659 loss_ce_1: 0.5171 loss_bbox_1: 0.3074 loss_giou_1: 0.4826 loss_ce_2: 0.4882 loss_bbox_2: 0.2828 loss_giou_2: 0.4341 loss_ce_3: 0.4786 loss_bbox_3: 0.2666 loss_giou_3: 0.424 loss_ce_4: 0.4712 loss_bbox_4: 0.2632 loss_giou_4: 0.4142 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:28] d2.utils.events INFO: eta: 1 day, 8:54:57 iter: 28299 total_loss: 7.811 loss_ce: 0.481 loss_bbox: 0.2664 loss_giou: 0.4172 loss_ce_0: 0.6391 loss_bbox_0: 0.445 loss_giou_0: 0.6467 loss_ce_1: 0.5466 loss_bbox_1: 0.3174 loss_giou_1: 0.4757 loss_ce_2: 0.5167 loss_bbox_2: 0.2759 loss_giou_2: 0.4343 loss_ce_3: 0.4957 loss_bbox_3: 0.2679 loss_giou_3: 0.4335 loss_ce_4: 0.4887 loss_bbox_4: 0.2646 loss_giou_4: 0.4282 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:34] d2.utils.events INFO: eta: 1 day, 8:54:28 iter: 28319 total_loss: 7.84 loss_ce: 0.5081 loss_bbox: 0.2741 loss_giou: 0.4071 loss_ce_0: 0.6526 loss_bbox_0: 0.4407 loss_giou_0: 0.628 loss_ce_1: 0.5528 loss_bbox_1: 0.316 loss_giou_1: 0.4591 loss_ce_2: 0.5378 loss_bbox_2: 0.2883 loss_giou_2: 0.4289 loss_ce_3: 0.5101 loss_bbox_3: 0.2774 loss_giou_3: 0.4107 loss_ce_4: 0.5231 loss_bbox_4: 0.2744 loss_giou_4: 0.4098 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:39] d2.utils.events INFO: eta: 1 day, 8:54:16 iter: 28339 total_loss: 7.961 loss_ce: 0.4765 loss_bbox: 0.2608 loss_giou: 0.4119 loss_ce_0: 0.6427 loss_bbox_0: 0.4287 loss_giou_0: 0.6319 loss_ce_1: 0.5614 loss_bbox_1: 0.3143 loss_giou_1: 0.4837 loss_ce_2: 0.4988 loss_bbox_2: 0.2812 loss_giou_2: 0.4345 loss_ce_3: 0.4794 loss_bbox_3: 0.2734 loss_giou_3: 0.4266 loss_ce_4: 0.4839 loss_bbox_4: 0.2613 loss_giou_4: 0.4155 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:45] d2.utils.events INFO: eta: 1 day, 8:54:03 iter: 28359 total_loss: 7.588 loss_ce: 0.498 loss_bbox: 0.2489 loss_giou: 0.4026 loss_ce_0: 0.6215 loss_bbox_0: 0.4142 loss_giou_0: 0.6246 loss_ce_1: 0.5389 loss_bbox_1: 0.2949 loss_giou_1: 0.4642 loss_ce_2: 0.497 loss_bbox_2: 0.2608 loss_giou_2: 0.4245 loss_ce_3: 0.4874 loss_bbox_3: 0.2595 loss_giou_3: 0.4117 loss_ce_4: 0.4872 loss_bbox_4: 0.254 loss_giou_4: 0.4024 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:51] d2.utils.events INFO: eta: 1 day, 8:55:08 iter: 28379 total_loss: 7.52 loss_ce: 0.4526 loss_bbox: 0.2715 loss_giou: 0.422 loss_ce_0: 0.6032 loss_bbox_0: 0.4311 loss_giou_0: 0.6452 loss_ce_1: 0.5117 loss_bbox_1: 0.3089 loss_giou_1: 0.4834 loss_ce_2: 0.4704 loss_bbox_2: 0.2849 loss_giou_2: 0.4437 loss_ce_3: 0.457 loss_bbox_3: 0.2757 loss_giou_3: 0.4389 loss_ce_4: 0.4527 loss_bbox_4: 0.2761 loss_giou_4: 0.4284 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:29:56] d2.utils.events INFO: eta: 1 day, 8:55:02 iter: 28399 total_loss: 7.498 loss_ce: 0.4891 loss_bbox: 0.2533 loss_giou: 0.3757 loss_ce_0: 0.6314 loss_bbox_0: 0.4378 loss_giou_0: 0.5742 loss_ce_1: 0.5587 loss_bbox_1: 0.3105 loss_giou_1: 0.448 loss_ce_2: 0.4963 loss_bbox_2: 0.2744 loss_giou_2: 0.3948 loss_ce_3: 0.4806 loss_bbox_3: 0.2578 loss_giou_3: 0.3827 loss_ce_4: 0.4884 loss_bbox_4: 0.2546 loss_giou_4: 0.3756 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:02] d2.utils.events INFO: eta: 1 day, 8:56:42 iter: 28419 total_loss: 7.695 loss_ce: 0.4767 loss_bbox: 0.2564 loss_giou: 0.4073 loss_ce_0: 0.6351 loss_bbox_0: 0.4334 loss_giou_0: 0.6229 loss_ce_1: 0.5385 loss_bbox_1: 0.2912 loss_giou_1: 0.4607 loss_ce_2: 0.4936 loss_bbox_2: 0.2596 loss_giou_2: 0.4202 loss_ce_3: 0.4878 loss_bbox_3: 0.2534 loss_giou_3: 0.413 loss_ce_4: 0.4809 loss_bbox_4: 0.2536 loss_giou_4: 0.4004 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:08] d2.utils.events INFO: eta: 1 day, 8:56:59 iter: 28439 total_loss: 7.624 loss_ce: 0.4565 loss_bbox: 0.2592 loss_giou: 0.429 loss_ce_0: 0.6495 loss_bbox_0: 0.4325 loss_giou_0: 0.6369 loss_ce_1: 0.5161 loss_bbox_1: 0.3108 loss_giou_1: 0.4861 loss_ce_2: 0.4788 loss_bbox_2: 0.273 loss_giou_2: 0.4401 loss_ce_3: 0.4552 loss_bbox_3: 0.258 loss_giou_3: 0.4256 loss_ce_4: 0.4547 loss_bbox_4: 0.2562 loss_giou_4: 0.4266 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:13] d2.utils.events INFO: eta: 1 day, 8:56:44 iter: 28459 total_loss: 7.573 loss_ce: 0.4841 loss_bbox: 0.2468 loss_giou: 0.4035 loss_ce_0: 0.6314 loss_bbox_0: 0.4221 loss_giou_0: 0.6154 loss_ce_1: 0.5417 loss_bbox_1: 0.293 loss_giou_1: 0.4584 loss_ce_2: 0.4906 loss_bbox_2: 0.2604 loss_giou_2: 0.4277 loss_ce_3: 0.4797 loss_bbox_3: 0.2472 loss_giou_3: 0.4079 loss_ce_4: 0.4744 loss_bbox_4: 0.2457 loss_giou_4: 0.4024 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:19] d2.utils.events INFO: eta: 1 day, 8:56:48 iter: 28479 total_loss: 7.824 loss_ce: 0.5123 loss_bbox: 0.2552 loss_giou: 0.4192 loss_ce_0: 0.6368 loss_bbox_0: 0.4322 loss_giou_0: 0.6126 loss_ce_1: 0.5602 loss_bbox_1: 0.3096 loss_giou_1: 0.4662 loss_ce_2: 0.5216 loss_bbox_2: 0.2685 loss_giou_2: 0.4416 loss_ce_3: 0.4994 loss_bbox_3: 0.2579 loss_giou_3: 0.4293 loss_ce_4: 0.5097 loss_bbox_4: 0.2566 loss_giou_4: 0.4263 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:25] d2.utils.events INFO: eta: 1 day, 8:56:11 iter: 28499 total_loss: 7.672 loss_ce: 0.4702 loss_bbox: 0.2456 loss_giou: 0.4264 loss_ce_0: 0.6287 loss_bbox_0: 0.4184 loss_giou_0: 0.6604 loss_ce_1: 0.5225 loss_bbox_1: 0.2898 loss_giou_1: 0.4935 loss_ce_2: 0.5013 loss_bbox_2: 0.2523 loss_giou_2: 0.4514 loss_ce_3: 0.4689 loss_bbox_3: 0.2453 loss_giou_3: 0.4336 loss_ce_4: 0.4641 loss_bbox_4: 0.2491 loss_giou_4: 0.4313 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:30] d2.utils.events INFO: eta: 1 day, 8:55:39 iter: 28519 total_loss: 7.609 loss_ce: 0.4584 loss_bbox: 0.265 loss_giou: 0.4052 loss_ce_0: 0.6244 loss_bbox_0: 0.4159 loss_giou_0: 0.6399 loss_ce_1: 0.533 loss_bbox_1: 0.2942 loss_giou_1: 0.4648 loss_ce_2: 0.5044 loss_bbox_2: 0.2701 loss_giou_2: 0.423 loss_ce_3: 0.4636 loss_bbox_3: 0.2688 loss_giou_3: 0.4137 loss_ce_4: 0.4586 loss_bbox_4: 0.2654 loss_giou_4: 0.4078 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:36] d2.utils.events INFO: eta: 1 day, 8:54:52 iter: 28539 total_loss: 7.575 loss_ce: 0.4822 loss_bbox: 0.2523 loss_giou: 0.3934 loss_ce_0: 0.6331 loss_bbox_0: 0.4206 loss_giou_0: 0.6179 loss_ce_1: 0.5355 loss_bbox_1: 0.2916 loss_giou_1: 0.4628 loss_ce_2: 0.4865 loss_bbox_2: 0.2629 loss_giou_2: 0.4153 loss_ce_3: 0.4706 loss_bbox_3: 0.2555 loss_giou_3: 0.4054 loss_ce_4: 0.486 loss_bbox_4: 0.2513 loss_giou_4: 0.3955 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:42] d2.utils.events INFO: eta: 1 day, 8:54:20 iter: 28559 total_loss: 7.484 loss_ce: 0.4534 loss_bbox: 0.2521 loss_giou: 0.4052 loss_ce_0: 0.5945 loss_bbox_0: 0.3985 loss_giou_0: 0.605 loss_ce_1: 0.5146 loss_bbox_1: 0.2962 loss_giou_1: 0.4603 loss_ce_2: 0.4761 loss_bbox_2: 0.2681 loss_giou_2: 0.4263 loss_ce_3: 0.4641 loss_bbox_3: 0.2591 loss_giou_3: 0.4137 loss_ce_4: 0.4667 loss_bbox_4: 0.264 loss_giou_4: 0.4054 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:47] d2.utils.events INFO: eta: 1 day, 8:54:07 iter: 28579 total_loss: 7.71 loss_ce: 0.4851 loss_bbox: 0.2578 loss_giou: 0.4038 loss_ce_0: 0.6193 loss_bbox_0: 0.4364 loss_giou_0: 0.6292 loss_ce_1: 0.5245 loss_bbox_1: 0.3036 loss_giou_1: 0.4652 loss_ce_2: 0.5023 loss_bbox_2: 0.2725 loss_giou_2: 0.4247 loss_ce_3: 0.4761 loss_bbox_3: 0.2649 loss_giou_3: 0.4065 loss_ce_4: 0.4794 loss_bbox_4: 0.2621 loss_giou_4: 0.403 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:53] d2.utils.events INFO: eta: 1 day, 8:52:53 iter: 28599 total_loss: 7.565 loss_ce: 0.4644 loss_bbox: 0.2591 loss_giou: 0.4075 loss_ce_0: 0.6206 loss_bbox_0: 0.4507 loss_giou_0: 0.6351 loss_ce_1: 0.5333 loss_bbox_1: 0.3035 loss_giou_1: 0.4839 loss_ce_2: 0.494 loss_bbox_2: 0.2866 loss_giou_2: 0.4349 loss_ce_3: 0.4789 loss_bbox_3: 0.2621 loss_giou_3: 0.4121 loss_ce_4: 0.4735 loss_bbox_4: 0.2645 loss_giou_4: 0.4112 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 15:30:59] d2.utils.events INFO: eta: 1 day, 8:52:24 iter: 28619 total_loss: 7.37 loss_ce: 0.4626 loss_bbox: 0.2366 loss_giou: 0.4056 loss_ce_0: 0.6132 loss_bbox_0: 0.4089 loss_giou_0: 0.6276 loss_ce_1: 0.5303 loss_bbox_1: 0.2815 loss_giou_1: 0.4698 loss_ce_2: 0.469 loss_bbox_2: 0.2505 loss_giou_2: 0.4263 loss_ce_3: 0.4606 loss_bbox_3: 0.2385 loss_giou_3: 0.4121 loss_ce_4: 0.4591 loss_bbox_4: 0.2358 loss_giou_4: 0.4101 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:04] d2.utils.events INFO: eta: 1 day, 8:52:03 iter: 28639 total_loss: 7.905 loss_ce: 0.4901 loss_bbox: 0.245 loss_giou: 0.4658 loss_ce_0: 0.6439 loss_bbox_0: 0.426 loss_giou_0: 0.7046 loss_ce_1: 0.56 loss_bbox_1: 0.3048 loss_giou_1: 0.5344 loss_ce_2: 0.5042 loss_bbox_2: 0.269 loss_giou_2: 0.4881 loss_ce_3: 0.4835 loss_bbox_3: 0.2532 loss_giou_3: 0.4731 loss_ce_4: 0.4868 loss_bbox_4: 0.2483 loss_giou_4: 0.4667 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:10] d2.utils.events INFO: eta: 1 day, 8:51:30 iter: 28659 total_loss: 7.616 loss_ce: 0.4508 loss_bbox: 0.2525 loss_giou: 0.4329 loss_ce_0: 0.6175 loss_bbox_0: 0.4219 loss_giou_0: 0.637 loss_ce_1: 0.5164 loss_bbox_1: 0.2943 loss_giou_1: 0.4867 loss_ce_2: 0.474 loss_bbox_2: 0.2664 loss_giou_2: 0.4522 loss_ce_3: 0.4476 loss_bbox_3: 0.2597 loss_giou_3: 0.442 loss_ce_4: 0.4448 loss_bbox_4: 0.2539 loss_giou_4: 0.4376 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:16] d2.utils.events INFO: eta: 1 day, 8:50:58 iter: 28679 total_loss: 7.825 loss_ce: 0.4986 loss_bbox: 0.2683 loss_giou: 0.4277 loss_ce_0: 0.6382 loss_bbox_0: 0.4462 loss_giou_0: 0.6529 loss_ce_1: 0.5599 loss_bbox_1: 0.3112 loss_giou_1: 0.493 loss_ce_2: 0.5163 loss_bbox_2: 0.2837 loss_giou_2: 0.4488 loss_ce_3: 0.5031 loss_bbox_3: 0.2743 loss_giou_3: 0.4364 loss_ce_4: 0.503 loss_bbox_4: 0.2693 loss_giou_4: 0.4312 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:21] d2.utils.events INFO: eta: 1 day, 8:50:34 iter: 28699 total_loss: 7.884 loss_ce: 0.4922 loss_bbox: 0.2577 loss_giou: 0.4231 loss_ce_0: 0.6353 loss_bbox_0: 0.4338 loss_giou_0: 0.6305 loss_ce_1: 0.546 loss_bbox_1: 0.3078 loss_giou_1: 0.4799 loss_ce_2: 0.5132 loss_bbox_2: 0.2717 loss_giou_2: 0.4309 loss_ce_3: 0.5084 loss_bbox_3: 0.266 loss_giou_3: 0.4235 loss_ce_4: 0.4971 loss_bbox_4: 0.257 loss_giou_4: 0.4218 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:27] d2.utils.events INFO: eta: 1 day, 8:51:07 iter: 28719 total_loss: 7.738 loss_ce: 0.4654 loss_bbox: 0.2445 loss_giou: 0.4363 loss_ce_0: 0.6381 loss_bbox_0: 0.4135 loss_giou_0: 0.6387 loss_ce_1: 0.5395 loss_bbox_1: 0.287 loss_giou_1: 0.4865 loss_ce_2: 0.4957 loss_bbox_2: 0.2682 loss_giou_2: 0.4517 loss_ce_3: 0.4674 loss_bbox_3: 0.2552 loss_giou_3: 0.4425 loss_ce_4: 0.4661 loss_bbox_4: 0.2488 loss_giou_4: 0.4415 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:32] d2.utils.events INFO: eta: 1 day, 8:50:41 iter: 28739 total_loss: 7.485 loss_ce: 0.4865 loss_bbox: 0.2519 loss_giou: 0.405 loss_ce_0: 0.6129 loss_bbox_0: 0.4207 loss_giou_0: 0.6079 loss_ce_1: 0.5431 loss_bbox_1: 0.3071 loss_giou_1: 0.469 loss_ce_2: 0.5036 loss_bbox_2: 0.2716 loss_giou_2: 0.4262 loss_ce_3: 0.4928 loss_bbox_3: 0.257 loss_giou_3: 0.4062 loss_ce_4: 0.4948 loss_bbox_4: 0.2554 loss_giou_4: 0.407 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:38] d2.utils.events INFO: eta: 1 day, 8:49:19 iter: 28759 total_loss: 7.592 loss_ce: 0.4641 loss_bbox: 0.2745 loss_giou: 0.4051 loss_ce_0: 0.624 loss_bbox_0: 0.4382 loss_giou_0: 0.6221 loss_ce_1: 0.5242 loss_bbox_1: 0.3096 loss_giou_1: 0.4655 loss_ce_2: 0.4803 loss_bbox_2: 0.2776 loss_giou_2: 0.4237 loss_ce_3: 0.464 loss_bbox_3: 0.2717 loss_giou_3: 0.4215 loss_ce_4: 0.456 loss_bbox_4: 0.274 loss_giou_4: 0.4089 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:44] d2.utils.events INFO: eta: 1 day, 8:48:33 iter: 28779 total_loss: 7.711 loss_ce: 0.46 loss_bbox: 0.2403 loss_giou: 0.4142 loss_ce_0: 0.6274 loss_bbox_0: 0.4202 loss_giou_0: 0.616 loss_ce_1: 0.5258 loss_bbox_1: 0.2849 loss_giou_1: 0.4734 loss_ce_2: 0.4849 loss_bbox_2: 0.2559 loss_giou_2: 0.4292 loss_ce_3: 0.4665 loss_bbox_3: 0.2487 loss_giou_3: 0.4149 loss_ce_4: 0.454 loss_bbox_4: 0.2472 loss_giou_4: 0.4119 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:49] d2.utils.events INFO: eta: 1 day, 8:47:35 iter: 28799 total_loss: 7.638 loss_ce: 0.4727 loss_bbox: 0.254 loss_giou: 0.4247 loss_ce_0: 0.6202 loss_bbox_0: 0.4142 loss_giou_0: 0.6471 loss_ce_1: 0.5368 loss_bbox_1: 0.2943 loss_giou_1: 0.4854 loss_ce_2: 0.5006 loss_bbox_2: 0.2615 loss_giou_2: 0.4467 loss_ce_3: 0.4737 loss_bbox_3: 0.26 loss_giou_3: 0.4394 loss_ce_4: 0.4731 loss_bbox_4: 0.2524 loss_giou_4: 0.4283 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 15:31:55] d2.utils.events INFO: eta: 1 day, 8:47:31 iter: 28819 total_loss: 8.098 loss_ce: 0.5232 loss_bbox: 0.2831 loss_giou: 0.4367 loss_ce_0: 0.6438 loss_bbox_0: 0.4372 loss_giou_0: 0.6631 loss_ce_1: 0.5842 loss_bbox_1: 0.3348 loss_giou_1: 0.5023 loss_ce_2: 0.54 loss_bbox_2: 0.3038 loss_giou_2: 0.4613 loss_ce_3: 0.5175 loss_bbox_3: 0.2939 loss_giou_3: 0.442 loss_ce_4: 0.5264 loss_bbox_4: 0.2836 loss_giou_4: 0.439 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:01] d2.utils.events INFO: eta: 1 day, 8:47:54 iter: 28839 total_loss: 7.912 loss_ce: 0.4721 loss_bbox: 0.2433 loss_giou: 0.4602 loss_ce_0: 0.6175 loss_bbox_0: 0.4124 loss_giou_0: 0.7001 loss_ce_1: 0.5202 loss_bbox_1: 0.2918 loss_giou_1: 0.5302 loss_ce_2: 0.4988 loss_bbox_2: 0.2723 loss_giou_2: 0.4871 loss_ce_3: 0.4703 loss_bbox_3: 0.2541 loss_giou_3: 0.4745 loss_ce_4: 0.4712 loss_bbox_4: 0.2467 loss_giou_4: 0.4642 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:07] d2.utils.events INFO: eta: 1 day, 8:47:23 iter: 28859 total_loss: 7.626 loss_ce: 0.4715 loss_bbox: 0.249 loss_giou: 0.4151 loss_ce_0: 0.6324 loss_bbox_0: 0.4266 loss_giou_0: 0.6229 loss_ce_1: 0.5218 loss_bbox_1: 0.2932 loss_giou_1: 0.4823 loss_ce_2: 0.495 loss_bbox_2: 0.263 loss_giou_2: 0.4313 loss_ce_3: 0.4783 loss_bbox_3: 0.2571 loss_giou_3: 0.4219 loss_ce_4: 0.4724 loss_bbox_4: 0.2553 loss_giou_4: 0.4149 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:12] d2.utils.events INFO: eta: 1 day, 8:48:18 iter: 28879 total_loss: 7.664 loss_ce: 0.4604 loss_bbox: 0.2611 loss_giou: 0.4151 loss_ce_0: 0.6157 loss_bbox_0: 0.4274 loss_giou_0: 0.6173 loss_ce_1: 0.5082 loss_bbox_1: 0.3052 loss_giou_1: 0.4663 loss_ce_2: 0.472 loss_bbox_2: 0.2744 loss_giou_2: 0.4278 loss_ce_3: 0.4578 loss_bbox_3: 0.2655 loss_giou_3: 0.4214 loss_ce_4: 0.4582 loss_bbox_4: 0.2623 loss_giou_4: 0.4137 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:18] d2.utils.events INFO: eta: 1 day, 8:49:03 iter: 28899 total_loss: 8.014 loss_ce: 0.4801 loss_bbox: 0.2622 loss_giou: 0.45 loss_ce_0: 0.6428 loss_bbox_0: 0.4405 loss_giou_0: 0.6701 loss_ce_1: 0.5454 loss_bbox_1: 0.3047 loss_giou_1: 0.5079 loss_ce_2: 0.4955 loss_bbox_2: 0.282 loss_giou_2: 0.4661 loss_ce_3: 0.4841 loss_bbox_3: 0.2697 loss_giou_3: 0.4552 loss_ce_4: 0.4714 loss_bbox_4: 0.2627 loss_giou_4: 0.4539 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:24] d2.utils.events INFO: eta: 1 day, 8:48:34 iter: 28919 total_loss: 7.635 loss_ce: 0.4501 loss_bbox: 0.2522 loss_giou: 0.4203 loss_ce_0: 0.622 loss_bbox_0: 0.4063 loss_giou_0: 0.6569 loss_ce_1: 0.5178 loss_bbox_1: 0.2902 loss_giou_1: 0.5068 loss_ce_2: 0.4773 loss_bbox_2: 0.2628 loss_giou_2: 0.4549 loss_ce_3: 0.459 loss_bbox_3: 0.2566 loss_giou_3: 0.4375 loss_ce_4: 0.4523 loss_bbox_4: 0.2528 loss_giou_4: 0.4263 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:29] d2.utils.events INFO: eta: 1 day, 8:49:06 iter: 28939 total_loss: 7.581 loss_ce: 0.4807 loss_bbox: 0.2435 loss_giou: 0.4071 loss_ce_0: 0.6329 loss_bbox_0: 0.431 loss_giou_0: 0.6199 loss_ce_1: 0.5424 loss_bbox_1: 0.2831 loss_giou_1: 0.4577 loss_ce_2: 0.5015 loss_bbox_2: 0.2632 loss_giou_2: 0.4313 loss_ce_3: 0.4787 loss_bbox_3: 0.247 loss_giou_3: 0.41 loss_ce_4: 0.4811 loss_bbox_4: 0.2446 loss_giou_4: 0.4059 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:35] d2.utils.events INFO: eta: 1 day, 8:49:01 iter: 28959 total_loss: 7.588 loss_ce: 0.4614 loss_bbox: 0.2598 loss_giou: 0.4095 loss_ce_0: 0.6156 loss_bbox_0: 0.4122 loss_giou_0: 0.6474 loss_ce_1: 0.5195 loss_bbox_1: 0.2956 loss_giou_1: 0.4725 loss_ce_2: 0.4919 loss_bbox_2: 0.2713 loss_giou_2: 0.4252 loss_ce_3: 0.4605 loss_bbox_3: 0.2667 loss_giou_3: 0.4142 loss_ce_4: 0.4561 loss_bbox_4: 0.2598 loss_giou_4: 0.4139 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:41] d2.utils.events INFO: eta: 1 day, 8:49:15 iter: 28979 total_loss: 7.926 loss_ce: 0.482 loss_bbox: 0.2609 loss_giou: 0.4294 loss_ce_0: 0.6544 loss_bbox_0: 0.4283 loss_giou_0: 0.6339 loss_ce_1: 0.5515 loss_bbox_1: 0.2996 loss_giou_1: 0.4857 loss_ce_2: 0.5194 loss_bbox_2: 0.2715 loss_giou_2: 0.4367 loss_ce_3: 0.492 loss_bbox_3: 0.2574 loss_giou_3: 0.4337 loss_ce_4: 0.4811 loss_bbox_4: 0.2596 loss_giou_4: 0.4304 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:46] d2.utils.events INFO: eta: 1 day, 8:48:37 iter: 28999 total_loss: 8.141 loss_ce: 0.482 loss_bbox: 0.252 loss_giou: 0.4494 loss_ce_0: 0.6385 loss_bbox_0: 0.4141 loss_giou_0: 0.6779 loss_ce_1: 0.5382 loss_bbox_1: 0.3028 loss_giou_1: 0.5234 loss_ce_2: 0.5103 loss_bbox_2: 0.2644 loss_giou_2: 0.4718 loss_ce_3: 0.5065 loss_bbox_3: 0.2594 loss_giou_3: 0.4557 loss_ce_4: 0.492 loss_bbox_4: 0.2557 loss_giou_4: 0.4517 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:52] d2.utils.events INFO: eta: 1 day, 8:48:31 iter: 29019 total_loss: 7.659 loss_ce: 0.4585 loss_bbox: 0.2471 loss_giou: 0.4489 loss_ce_0: 0.6193 loss_bbox_0: 0.404 loss_giou_0: 0.6649 loss_ce_1: 0.525 loss_bbox_1: 0.2814 loss_giou_1: 0.5059 loss_ce_2: 0.4917 loss_bbox_2: 0.2544 loss_giou_2: 0.455 loss_ce_3: 0.4709 loss_bbox_3: 0.2511 loss_giou_3: 0.4497 loss_ce_4: 0.4696 loss_bbox_4: 0.2486 loss_giou_4: 0.4446 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 15:32:58] d2.utils.events INFO: eta: 1 day, 8:48:11 iter: 29039 total_loss: 7.916 loss_ce: 0.4738 loss_bbox: 0.2765 loss_giou: 0.4203 loss_ce_0: 0.6541 loss_bbox_0: 0.4563 loss_giou_0: 0.6308 loss_ce_1: 0.5425 loss_bbox_1: 0.3167 loss_giou_1: 0.4751 loss_ce_2: 0.4972 loss_bbox_2: 0.2837 loss_giou_2: 0.4393 loss_ce_3: 0.4802 loss_bbox_3: 0.2791 loss_giou_3: 0.4268 loss_ce_4: 0.471 loss_bbox_4: 0.2758 loss_giou_4: 0.4252 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:03] d2.utils.events INFO: eta: 1 day, 8:48:42 iter: 29059 total_loss: 7.899 loss_ce: 0.487 loss_bbox: 0.248 loss_giou: 0.4197 loss_ce_0: 0.6563 loss_bbox_0: 0.4233 loss_giou_0: 0.6417 loss_ce_1: 0.563 loss_bbox_1: 0.2939 loss_giou_1: 0.4873 loss_ce_2: 0.5084 loss_bbox_2: 0.2647 loss_giou_2: 0.4424 loss_ce_3: 0.4909 loss_bbox_3: 0.254 loss_giou_3: 0.4256 loss_ce_4: 0.4846 loss_bbox_4: 0.2523 loss_giou_4: 0.4223 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:09] d2.utils.events INFO: eta: 1 day, 8:49:39 iter: 29079 total_loss: 7.838 loss_ce: 0.4899 loss_bbox: 0.2565 loss_giou: 0.4083 loss_ce_0: 0.6307 loss_bbox_0: 0.4341 loss_giou_0: 0.6393 loss_ce_1: 0.5413 loss_bbox_1: 0.3062 loss_giou_1: 0.4792 loss_ce_2: 0.4961 loss_bbox_2: 0.273 loss_giou_2: 0.4319 loss_ce_3: 0.4884 loss_bbox_3: 0.2655 loss_giou_3: 0.4165 loss_ce_4: 0.484 loss_bbox_4: 0.2578 loss_giou_4: 0.4101 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:15] d2.utils.events INFO: eta: 1 day, 8:49:58 iter: 29099 total_loss: 8.123 loss_ce: 0.4996 loss_bbox: 0.2691 loss_giou: 0.4296 loss_ce_0: 0.6542 loss_bbox_0: 0.4318 loss_giou_0: 0.6339 loss_ce_1: 0.5499 loss_bbox_1: 0.3122 loss_giou_1: 0.4783 loss_ce_2: 0.5131 loss_bbox_2: 0.2847 loss_giou_2: 0.4448 loss_ce_3: 0.4969 loss_bbox_3: 0.2757 loss_giou_3: 0.434 loss_ce_4: 0.4951 loss_bbox_4: 0.2688 loss_giou_4: 0.4323 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:21] d2.utils.events INFO: eta: 1 day, 8:50:33 iter: 29119 total_loss: 7.806 loss_ce: 0.48 loss_bbox: 0.2558 loss_giou: 0.427 loss_ce_0: 0.6326 loss_bbox_0: 0.4232 loss_giou_0: 0.646 loss_ce_1: 0.5413 loss_bbox_1: 0.2958 loss_giou_1: 0.5024 loss_ce_2: 0.5018 loss_bbox_2: 0.266 loss_giou_2: 0.4549 loss_ce_3: 0.4729 loss_bbox_3: 0.2551 loss_giou_3: 0.44 loss_ce_4: 0.4746 loss_bbox_4: 0.2576 loss_giou_4: 0.43 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:26] d2.utils.events INFO: eta: 1 day, 8:50:29 iter: 29139 total_loss: 7.902 loss_ce: 0.5001 loss_bbox: 0.2627 loss_giou: 0.4275 loss_ce_0: 0.6489 loss_bbox_0: 0.4364 loss_giou_0: 0.6588 loss_ce_1: 0.5512 loss_bbox_1: 0.3082 loss_giou_1: 0.501 loss_ce_2: 0.5138 loss_bbox_2: 0.2749 loss_giou_2: 0.4614 loss_ce_3: 0.502 loss_bbox_3: 0.2585 loss_giou_3: 0.4387 loss_ce_4: 0.49 loss_bbox_4: 0.2568 loss_giou_4: 0.429 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:32] d2.utils.events INFO: eta: 1 day, 8:50:25 iter: 29159 total_loss: 7.724 loss_ce: 0.4676 loss_bbox: 0.244 loss_giou: 0.4235 loss_ce_0: 0.6271 loss_bbox_0: 0.4067 loss_giou_0: 0.6335 loss_ce_1: 0.5183 loss_bbox_1: 0.3059 loss_giou_1: 0.4775 loss_ce_2: 0.4859 loss_bbox_2: 0.2793 loss_giou_2: 0.4427 loss_ce_3: 0.4729 loss_bbox_3: 0.2623 loss_giou_3: 0.4306 loss_ce_4: 0.4701 loss_bbox_4: 0.2569 loss_giou_4: 0.4237 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:37] d2.utils.events INFO: eta: 1 day, 8:50:19 iter: 29179 total_loss: 7.674 loss_ce: 0.4784 loss_bbox: 0.2434 loss_giou: 0.4271 loss_ce_0: 0.6222 loss_bbox_0: 0.4196 loss_giou_0: 0.6353 loss_ce_1: 0.5244 loss_bbox_1: 0.294 loss_giou_1: 0.5005 loss_ce_2: 0.489 loss_bbox_2: 0.2568 loss_giou_2: 0.4492 loss_ce_3: 0.4786 loss_bbox_3: 0.2476 loss_giou_3: 0.4332 loss_ce_4: 0.4822 loss_bbox_4: 0.2414 loss_giou_4: 0.4243 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:43] d2.utils.events INFO: eta: 1 day, 8:50:11 iter: 29199 total_loss: 7.383 loss_ce: 0.4763 loss_bbox: 0.2574 loss_giou: 0.4031 loss_ce_0: 0.63 loss_bbox_0: 0.4105 loss_giou_0: 0.5863 loss_ce_1: 0.5396 loss_bbox_1: 0.2918 loss_giou_1: 0.4585 loss_ce_2: 0.4904 loss_bbox_2: 0.2671 loss_giou_2: 0.4168 loss_ce_3: 0.4849 loss_bbox_3: 0.2617 loss_giou_3: 0.4033 loss_ce_4: 0.4786 loss_bbox_4: 0.2545 loss_giou_4: 0.4 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:49] d2.utils.events INFO: eta: 1 day, 8:50:07 iter: 29219 total_loss: 7.721 loss_ce: 0.4834 loss_bbox: 0.2474 loss_giou: 0.4247 loss_ce_0: 0.6181 loss_bbox_0: 0.418 loss_giou_0: 0.664 loss_ce_1: 0.528 loss_bbox_1: 0.3036 loss_giou_1: 0.4952 loss_ce_2: 0.5035 loss_bbox_2: 0.2713 loss_giou_2: 0.4503 loss_ce_3: 0.4869 loss_bbox_3: 0.2573 loss_giou_3: 0.4332 loss_ce_4: 0.4845 loss_bbox_4: 0.253 loss_giou_4: 0.4306 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 15:33:54] d2.utils.events INFO: eta: 1 day, 8:50:16 iter: 29239 total_loss: 7.625 loss_ce: 0.4676 loss_bbox: 0.2523 loss_giou: 0.4214 loss_ce_0: 0.6168 loss_bbox_0: 0.4017 loss_giou_0: 0.6185 loss_ce_1: 0.5258 loss_bbox_1: 0.2908 loss_giou_1: 0.4804 loss_ce_2: 0.4898 loss_bbox_2: 0.268 loss_giou_2: 0.4451 loss_ce_3: 0.4712 loss_bbox_3: 0.2545 loss_giou_3: 0.4278 loss_ce_4: 0.4681 loss_bbox_4: 0.2562 loss_giou_4: 0.4261 time: 0.2802 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 15:34:00] d2.utils.events INFO: eta: 1 day, 8:49:56 iter: 29259 total_loss: 7.861 loss_ce: 0.492 loss_bbox: 0.2621 loss_giou: 0.4302 loss_ce_0: 0.6437 loss_bbox_0: 0.4394 loss_giou_0: 0.638 loss_ce_1: 0.5575 loss_bbox_1: 0.2988 loss_giou_1: 0.481 loss_ce_2: 0.5162 loss_bbox_2: 0.2728 loss_giou_2: 0.4509 loss_ce_3: 0.5031 loss_bbox_3: 0.2664 loss_giou_3: 0.4373 loss_ce_4: 0.4899 loss_bbox_4: 0.2587 loss_giou_4: 0.4317 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 15:34:06] d2.utils.events INFO: eta: 1 day, 8:49:51 iter: 29279 total_loss: 7.534 loss_ce: 0.4706 loss_bbox: 0.2552 loss_giou: 0.4119 loss_ce_0: 0.6174 loss_bbox_0: 0.4212 loss_giou_0: 0.6271 loss_ce_1: 0.5247 loss_bbox_1: 0.3004 loss_giou_1: 0.4694 loss_ce_2: 0.4922 loss_bbox_2: 0.2748 loss_giou_2: 0.431 loss_ce_3: 0.4588 loss_bbox_3: 0.2629 loss_giou_3: 0.4218 loss_ce_4: 0.4682 loss_bbox_4: 0.2569 loss_giou_4: 0.4142 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 15:34:11] d2.utils.events INFO: eta: 1 day, 8:49:02 iter: 29299 total_loss: 7.805 loss_ce: 0.4734 loss_bbox: 0.2607 loss_giou: 0.4289 loss_ce_0: 0.6291 loss_bbox_0: 0.4248 loss_giou_0: 0.6642 loss_ce_1: 0.544 loss_bbox_1: 0.2998 loss_giou_1: 0.4892 loss_ce_2: 0.4928 loss_bbox_2: 0.2745 loss_giou_2: 0.4492 loss_ce_3: 0.4814 loss_bbox_3: 0.2652 loss_giou_3: 0.433 loss_ce_4: 0.4709 loss_bbox_4: 0.2621 loss_giou_4: 0.433 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 15:34:18] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 15:34:18] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 15:34:18] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 15:34:18] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 15:34:18] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 15:34:19] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 15:34:26] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0047 s/iter. Inference: 0.0540 s/iter. Eval: 0.0003 s/iter. Total: 0.0590 s/iter. ETA=0:00:36 [11/02 15:34:31] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0031 s/iter. Inference: 0.0485 s/iter. Eval: 0.0003 s/iter. Total: 0.0520 s/iter. ETA=0:00:26 [11/02 15:34:36] d2.evaluation.evaluator INFO: Inference done 206/625. Dataloading: 0.0030 s/iter. Inference: 0.0480 s/iter. Eval: 0.0003 s/iter. Total: 0.0516 s/iter. ETA=0:00:21 [11/02 15:34:41] d2.evaluation.evaluator INFO: Inference done 295/625. Dataloading: 0.0029 s/iter. Inference: 0.0497 s/iter. Eval: 0.0003 s/iter. Total: 0.0531 s/iter. ETA=0:00:17 [11/02 15:34:46] d2.evaluation.evaluator INFO: Inference done 389/625. Dataloading: 0.0028 s/iter. Inference: 0.0499 s/iter. Eval: 0.0003 s/iter. Total: 0.0531 s/iter. ETA=0:00:12 [11/02 15:34:52] d2.evaluation.evaluator INFO: Inference done 483/625. Dataloading: 0.0027 s/iter. Inference: 0.0500 s/iter. Eval: 0.0004 s/iter. Total: 0.0532 s/iter. ETA=0:00:07 [11/02 15:34:57] d2.evaluation.evaluator INFO: Inference done 579/625. Dataloading: 0.0027 s/iter. Inference: 0.0498 s/iter. Eval: 0.0003 s/iter. Total: 0.0530 s/iter. ETA=0:00:02 [11/02 15:34:59] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.560494 (0.052517 s / iter per device, on 8 devices) [11/02 15:34:59] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048996 s / iter per device, on 8 devices) [11/02 15:35:03] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 15:35:04] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 15:35:05] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 15:35:07] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 15:35:19] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.38 seconds. [11/02 15:35:19] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 15:35:20] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.31 seconds. [11/02 15:35:20] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 32.248 | 49.991 | 33.396 | 15.652 | 34.289 | 46.584 | [11/02 15:35:20] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 44.618 | bicycle | 18.961 | car | 31.534 | | motorcycle | 33.545 | airplane | 57.637 | bus | 55.696 | | train | 56.592 | truck | 27.450 | boat | 15.847 | | traffic light | 19.194 | fire hydrant | 60.220 | stop sign | 55.230 | | parking meter | 40.784 | bench | 17.647 | bird | 29.468 | | cat | 66.958 | dog | 57.669 | horse | 50.908 | | sheep | 36.525 | cow | 44.795 | elephant | 54.410 | | bear | 68.123 | zebra | 55.474 | giraffe | 60.454 | | backpack | 6.458 | umbrella | 25.102 | handbag | 4.964 | | tie | 17.932 | suitcase | 23.275 | frisbee | 58.879 | | skis | 13.466 | snowboard | 28.735 | sports ball | 40.049 | | kite | 36.319 | baseball bat | 20.611 | baseball glove | 25.247 | | skateboard | 41.569 | surfboard | 28.467 | tennis racket | 39.020 | | bottle | 26.084 | wine glass | 21.536 | cup | 31.194 | | fork | 17.140 | knife | 6.061 | spoon | 5.301 | | bowl | 31.468 | banana | 17.253 | apple | 11.887 | | sandwich | 24.072 | orange | 25.753 | broccoli | 13.388 | | carrot | 13.271 | hot dog | 26.010 | pizza | 45.267 | | donut | 32.820 | cake | 27.059 | chair | 15.384 | | couch | 33.551 | potted plant | 17.408 | bed | 42.374 | | dining table | 24.468 | toilet | 53.118 | tv | 49.780 | | laptop | 50.194 | mouse | 49.159 | remote | 15.799 | | keyboard | 38.336 | cell phone | 25.883 | microwave | 44.359 | | oven | 26.368 | toaster | 25.028 | sink | 28.301 | | refrigerator | 44.030 | book | 4.994 | clock | 47.370 | | vase | 28.906 | scissors | 21.545 | teddy bear | 33.239 | | hair drier | 1.073 | toothbrush | 13.776 | | | [11/02 15:35:21] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 15:35:21] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 15:35:21] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 15:35:21] d2.evaluation.testing INFO: copypaste: 32.2480,49.9906,33.3965,15.6519,34.2894,46.5839 [11/02 15:35:21] d2.utils.events INFO: eta: 1 day, 8:49:21 iter: 29319 total_loss: 7.451 loss_ce: 0.4832 loss_bbox: 0.2416 loss_giou: 0.4209 loss_ce_0: 0.6176 loss_bbox_0: 0.4219 loss_giou_0: 0.6232 loss_ce_1: 0.5517 loss_bbox_1: 0.2897 loss_giou_1: 0.472 loss_ce_2: 0.5131 loss_bbox_2: 0.2584 loss_giou_2: 0.4445 loss_ce_3: 0.4912 loss_bbox_3: 0.2488 loss_giou_3: 0.4271 loss_ce_4: 0.4864 loss_bbox_4: 0.242 loss_giou_4: 0.4191 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 15:35:27] d2.utils.events INFO: eta: 1 day, 8:48:59 iter: 29339 total_loss: 7.825 loss_ce: 0.4707 loss_bbox: 0.2683 loss_giou: 0.431 loss_ce_0: 0.6271 loss_bbox_0: 0.4373 loss_giou_0: 0.6222 loss_ce_1: 0.527 loss_bbox_1: 0.3238 loss_giou_1: 0.4952 loss_ce_2: 0.4796 loss_bbox_2: 0.2775 loss_giou_2: 0.4543 loss_ce_3: 0.4681 loss_bbox_3: 0.2709 loss_giou_3: 0.4386 loss_ce_4: 0.4695 loss_bbox_4: 0.2684 loss_giou_4: 0.4331 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 15:35:32] d2.utils.events INFO: eta: 1 day, 8:48:18 iter: 29359 total_loss: 7.54 loss_ce: 0.4991 loss_bbox: 0.2518 loss_giou: 0.3991 loss_ce_0: 0.628 loss_bbox_0: 0.4418 loss_giou_0: 0.6474 loss_ce_1: 0.5546 loss_bbox_1: 0.2973 loss_giou_1: 0.4609 loss_ce_2: 0.5156 loss_bbox_2: 0.2628 loss_giou_2: 0.4211 loss_ce_3: 0.4998 loss_bbox_3: 0.2593 loss_giou_3: 0.4106 loss_ce_4: 0.494 loss_bbox_4: 0.2611 loss_giou_4: 0.4008 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 15:35:38] d2.utils.events INFO: eta: 1 day, 8:48:04 iter: 29379 total_loss: 7.679 loss_ce: 0.485 loss_bbox: 0.2477 loss_giou: 0.4213 loss_ce_0: 0.6247 loss_bbox_0: 0.409 loss_giou_0: 0.6785 loss_ce_1: 0.5368 loss_bbox_1: 0.2866 loss_giou_1: 0.5039 loss_ce_2: 0.5021 loss_bbox_2: 0.2615 loss_giou_2: 0.4456 loss_ce_3: 0.4855 loss_bbox_3: 0.252 loss_giou_3: 0.4322 loss_ce_4: 0.4845 loss_bbox_4: 0.2536 loss_giou_4: 0.4243 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 15:35:44] d2.utils.events INFO: eta: 1 day, 8:48:04 iter: 29399 total_loss: 7.856 loss_ce: 0.4829 loss_bbox: 0.2559 loss_giou: 0.4272 loss_ce_0: 0.6199 loss_bbox_0: 0.4303 loss_giou_0: 0.6399 loss_ce_1: 0.5443 loss_bbox_1: 0.305 loss_giou_1: 0.4889 loss_ce_2: 0.5014 loss_bbox_2: 0.271 loss_giou_2: 0.4462 loss_ce_3: 0.4792 loss_bbox_3: 0.2629 loss_giou_3: 0.4339 loss_ce_4: 0.4794 loss_bbox_4: 0.2584 loss_giou_4: 0.4297 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 15:35:49] d2.utils.events INFO: eta: 1 day, 8:46:56 iter: 29419 total_loss: 7.703 loss_ce: 0.4657 loss_bbox: 0.2651 loss_giou: 0.3921 loss_ce_0: 0.597 loss_bbox_0: 0.4307 loss_giou_0: 0.6178 loss_ce_1: 0.5277 loss_bbox_1: 0.312 loss_giou_1: 0.4617 loss_ce_2: 0.4715 loss_bbox_2: 0.2756 loss_giou_2: 0.4166 loss_ce_3: 0.4681 loss_bbox_3: 0.2664 loss_giou_3: 0.4052 loss_ce_4: 0.4694 loss_bbox_4: 0.2639 loss_giou_4: 0.396 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:35:55] d2.utils.events INFO: eta: 1 day, 8:46:35 iter: 29439 total_loss: 7.634 loss_ce: 0.4738 loss_bbox: 0.2481 loss_giou: 0.4126 loss_ce_0: 0.6228 loss_bbox_0: 0.4254 loss_giou_0: 0.6109 loss_ce_1: 0.5351 loss_bbox_1: 0.3064 loss_giou_1: 0.4716 loss_ce_2: 0.4925 loss_bbox_2: 0.2681 loss_giou_2: 0.4298 loss_ce_3: 0.4669 loss_bbox_3: 0.2559 loss_giou_3: 0.4179 loss_ce_4: 0.4678 loss_bbox_4: 0.2492 loss_giou_4: 0.4114 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:01] d2.utils.events INFO: eta: 1 day, 8:46:50 iter: 29459 total_loss: 7.846 loss_ce: 0.4844 loss_bbox: 0.2528 loss_giou: 0.4331 loss_ce_0: 0.6212 loss_bbox_0: 0.4357 loss_giou_0: 0.6387 loss_ce_1: 0.5255 loss_bbox_1: 0.3037 loss_giou_1: 0.5043 loss_ce_2: 0.4918 loss_bbox_2: 0.2845 loss_giou_2: 0.4532 loss_ce_3: 0.4704 loss_bbox_3: 0.2711 loss_giou_3: 0.4373 loss_ce_4: 0.4723 loss_bbox_4: 0.2647 loss_giou_4: 0.4312 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:06] d2.utils.events INFO: eta: 1 day, 8:46:31 iter: 29479 total_loss: 7.613 loss_ce: 0.47 loss_bbox: 0.2725 loss_giou: 0.3868 loss_ce_0: 0.6271 loss_bbox_0: 0.4382 loss_giou_0: 0.6123 loss_ce_1: 0.5473 loss_bbox_1: 0.3091 loss_giou_1: 0.4382 loss_ce_2: 0.5021 loss_bbox_2: 0.2803 loss_giou_2: 0.4068 loss_ce_3: 0.4757 loss_bbox_3: 0.2719 loss_giou_3: 0.3928 loss_ce_4: 0.4757 loss_bbox_4: 0.2707 loss_giou_4: 0.3824 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:12] d2.utils.events INFO: eta: 1 day, 8:45:33 iter: 29499 total_loss: 7.514 loss_ce: 0.4715 loss_bbox: 0.2519 loss_giou: 0.4229 loss_ce_0: 0.6082 loss_bbox_0: 0.4195 loss_giou_0: 0.623 loss_ce_1: 0.5382 loss_bbox_1: 0.2941 loss_giou_1: 0.4818 loss_ce_2: 0.5032 loss_bbox_2: 0.2646 loss_giou_2: 0.4437 loss_ce_3: 0.4684 loss_bbox_3: 0.2596 loss_giou_3: 0.4338 loss_ce_4: 0.4638 loss_bbox_4: 0.2546 loss_giou_4: 0.4241 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:18] d2.utils.events INFO: eta: 1 day, 8:45:33 iter: 29519 total_loss: 7.638 loss_ce: 0.4564 loss_bbox: 0.2601 loss_giou: 0.4175 loss_ce_0: 0.6273 loss_bbox_0: 0.4134 loss_giou_0: 0.6261 loss_ce_1: 0.541 loss_bbox_1: 0.2959 loss_giou_1: 0.481 loss_ce_2: 0.4974 loss_bbox_2: 0.2668 loss_giou_2: 0.4407 loss_ce_3: 0.4739 loss_bbox_3: 0.2602 loss_giou_3: 0.434 loss_ce_4: 0.4621 loss_bbox_4: 0.2588 loss_giou_4: 0.4211 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:23] d2.utils.events INFO: eta: 1 day, 8:45:27 iter: 29539 total_loss: 7.575 loss_ce: 0.4809 loss_bbox: 0.2532 loss_giou: 0.411 loss_ce_0: 0.6258 loss_bbox_0: 0.4264 loss_giou_0: 0.6193 loss_ce_1: 0.528 loss_bbox_1: 0.304 loss_giou_1: 0.4679 loss_ce_2: 0.4895 loss_bbox_2: 0.2702 loss_giou_2: 0.4264 loss_ce_3: 0.4794 loss_bbox_3: 0.2607 loss_giou_3: 0.4168 loss_ce_4: 0.4689 loss_bbox_4: 0.2581 loss_giou_4: 0.4124 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:29] d2.utils.events INFO: eta: 1 day, 8:45:13 iter: 29559 total_loss: 7.708 loss_ce: 0.4816 loss_bbox: 0.2471 loss_giou: 0.4177 loss_ce_0: 0.629 loss_bbox_0: 0.4159 loss_giou_0: 0.6278 loss_ce_1: 0.5266 loss_bbox_1: 0.2962 loss_giou_1: 0.4695 loss_ce_2: 0.4998 loss_bbox_2: 0.2597 loss_giou_2: 0.4405 loss_ce_3: 0.4856 loss_bbox_3: 0.2475 loss_giou_3: 0.4245 loss_ce_4: 0.4753 loss_bbox_4: 0.2455 loss_giou_4: 0.418 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:35] d2.utils.events INFO: eta: 1 day, 8:45:07 iter: 29579 total_loss: 7.068 loss_ce: 0.4562 loss_bbox: 0.2357 loss_giou: 0.3842 loss_ce_0: 0.6187 loss_bbox_0: 0.3977 loss_giou_0: 0.6069 loss_ce_1: 0.5385 loss_bbox_1: 0.2791 loss_giou_1: 0.4533 loss_ce_2: 0.4629 loss_bbox_2: 0.2485 loss_giou_2: 0.4104 loss_ce_3: 0.4495 loss_bbox_3: 0.2421 loss_giou_3: 0.3951 loss_ce_4: 0.4505 loss_bbox_4: 0.2392 loss_giou_4: 0.3867 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:40] d2.utils.events INFO: eta: 1 day, 8:45:14 iter: 29599 total_loss: 7.075 loss_ce: 0.4412 loss_bbox: 0.2459 loss_giou: 0.3802 loss_ce_0: 0.598 loss_bbox_0: 0.4086 loss_giou_0: 0.5869 loss_ce_1: 0.5034 loss_bbox_1: 0.2839 loss_giou_1: 0.4272 loss_ce_2: 0.4617 loss_bbox_2: 0.256 loss_giou_2: 0.4026 loss_ce_3: 0.4341 loss_bbox_3: 0.2508 loss_giou_3: 0.3885 loss_ce_4: 0.4287 loss_bbox_4: 0.2479 loss_giou_4: 0.3815 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:46] d2.utils.events INFO: eta: 1 day, 8:45:13 iter: 29619 total_loss: 7.526 loss_ce: 0.4512 loss_bbox: 0.2489 loss_giou: 0.4117 loss_ce_0: 0.6209 loss_bbox_0: 0.4268 loss_giou_0: 0.6012 loss_ce_1: 0.5139 loss_bbox_1: 0.294 loss_giou_1: 0.463 loss_ce_2: 0.4813 loss_bbox_2: 0.2616 loss_giou_2: 0.4328 loss_ce_3: 0.4517 loss_bbox_3: 0.2576 loss_giou_3: 0.419 loss_ce_4: 0.451 loss_bbox_4: 0.2512 loss_giou_4: 0.4181 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:52] d2.utils.events INFO: eta: 1 day, 8:45:04 iter: 29639 total_loss: 7.53 loss_ce: 0.4396 loss_bbox: 0.2463 loss_giou: 0.4004 loss_ce_0: 0.5889 loss_bbox_0: 0.4247 loss_giou_0: 0.6237 loss_ce_1: 0.515 loss_bbox_1: 0.2945 loss_giou_1: 0.4702 loss_ce_2: 0.4719 loss_bbox_2: 0.2649 loss_giou_2: 0.4167 loss_ce_3: 0.4431 loss_bbox_3: 0.2554 loss_giou_3: 0.4073 loss_ce_4: 0.4344 loss_bbox_4: 0.2513 loss_giou_4: 0.4008 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 15:36:57] d2.utils.events INFO: eta: 1 day, 8:45:02 iter: 29659 total_loss: 7.583 loss_ce: 0.4639 loss_bbox: 0.2429 loss_giou: 0.4269 loss_ce_0: 0.607 loss_bbox_0: 0.4281 loss_giou_0: 0.6352 loss_ce_1: 0.5329 loss_bbox_1: 0.3044 loss_giou_1: 0.4892 loss_ce_2: 0.4876 loss_bbox_2: 0.2617 loss_giou_2: 0.4468 loss_ce_3: 0.4701 loss_bbox_3: 0.2468 loss_giou_3: 0.4328 loss_ce_4: 0.4645 loss_bbox_4: 0.2426 loss_giou_4: 0.4269 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:03] d2.utils.events INFO: eta: 1 day, 8:45:48 iter: 29679 total_loss: 7.617 loss_ce: 0.4396 loss_bbox: 0.2437 loss_giou: 0.4137 loss_ce_0: 0.6184 loss_bbox_0: 0.4311 loss_giou_0: 0.669 loss_ce_1: 0.5063 loss_bbox_1: 0.2963 loss_giou_1: 0.4967 loss_ce_2: 0.4654 loss_bbox_2: 0.2641 loss_giou_2: 0.4427 loss_ce_3: 0.4447 loss_bbox_3: 0.2515 loss_giou_3: 0.4218 loss_ce_4: 0.4463 loss_bbox_4: 0.2426 loss_giou_4: 0.4193 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:09] d2.utils.events INFO: eta: 1 day, 8:46:45 iter: 29699 total_loss: 7.63 loss_ce: 0.4373 loss_bbox: 0.2365 loss_giou: 0.4144 loss_ce_0: 0.6035 loss_bbox_0: 0.4009 loss_giou_0: 0.6396 loss_ce_1: 0.4938 loss_bbox_1: 0.2831 loss_giou_1: 0.4778 loss_ce_2: 0.4555 loss_bbox_2: 0.2505 loss_giou_2: 0.4361 loss_ce_3: 0.4518 loss_bbox_3: 0.2512 loss_giou_3: 0.4256 loss_ce_4: 0.4433 loss_bbox_4: 0.2452 loss_giou_4: 0.4218 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:15] d2.utils.events INFO: eta: 1 day, 8:46:42 iter: 29719 total_loss: 7.346 loss_ce: 0.4669 loss_bbox: 0.238 loss_giou: 0.3953 loss_ce_0: 0.6141 loss_bbox_0: 0.4002 loss_giou_0: 0.6249 loss_ce_1: 0.5283 loss_bbox_1: 0.2855 loss_giou_1: 0.4669 loss_ce_2: 0.4929 loss_bbox_2: 0.256 loss_giou_2: 0.4157 loss_ce_3: 0.4639 loss_bbox_3: 0.2466 loss_giou_3: 0.4075 loss_ce_4: 0.4675 loss_bbox_4: 0.2388 loss_giou_4: 0.3965 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:20] d2.utils.events INFO: eta: 1 day, 8:47:21 iter: 29739 total_loss: 7.236 loss_ce: 0.4367 loss_bbox: 0.244 loss_giou: 0.3976 loss_ce_0: 0.6076 loss_bbox_0: 0.4079 loss_giou_0: 0.6173 loss_ce_1: 0.5125 loss_bbox_1: 0.2764 loss_giou_1: 0.4556 loss_ce_2: 0.4665 loss_bbox_2: 0.2538 loss_giou_2: 0.4144 loss_ce_3: 0.4354 loss_bbox_3: 0.2481 loss_giou_3: 0.4063 loss_ce_4: 0.4322 loss_bbox_4: 0.2404 loss_giou_4: 0.4008 time: 0.2802 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:26] d2.utils.events INFO: eta: 1 day, 8:48:06 iter: 29759 total_loss: 7.562 loss_ce: 0.4581 loss_bbox: 0.2543 loss_giou: 0.4083 loss_ce_0: 0.6245 loss_bbox_0: 0.4291 loss_giou_0: 0.6279 loss_ce_1: 0.5388 loss_bbox_1: 0.3022 loss_giou_1: 0.4863 loss_ce_2: 0.4881 loss_bbox_2: 0.268 loss_giou_2: 0.4377 loss_ce_3: 0.4676 loss_bbox_3: 0.2564 loss_giou_3: 0.4165 loss_ce_4: 0.4547 loss_bbox_4: 0.2516 loss_giou_4: 0.4098 time: 0.2802 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:32] d2.utils.events INFO: eta: 1 day, 8:48:32 iter: 29779 total_loss: 7.499 loss_ce: 0.4639 loss_bbox: 0.2234 loss_giou: 0.4146 loss_ce_0: 0.6235 loss_bbox_0: 0.3896 loss_giou_0: 0.6452 loss_ce_1: 0.52 loss_bbox_1: 0.2779 loss_giou_1: 0.4805 loss_ce_2: 0.4868 loss_bbox_2: 0.2406 loss_giou_2: 0.4383 loss_ce_3: 0.4638 loss_bbox_3: 0.2369 loss_giou_3: 0.4297 loss_ce_4: 0.4577 loss_bbox_4: 0.2282 loss_giou_4: 0.4179 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:37] d2.utils.events INFO: eta: 1 day, 8:48:38 iter: 29799 total_loss: 7.782 loss_ce: 0.4587 loss_bbox: 0.2499 loss_giou: 0.4365 loss_ce_0: 0.6344 loss_bbox_0: 0.4183 loss_giou_0: 0.6556 loss_ce_1: 0.5382 loss_bbox_1: 0.3048 loss_giou_1: 0.5007 loss_ce_2: 0.5014 loss_bbox_2: 0.2649 loss_giou_2: 0.4543 loss_ce_3: 0.4707 loss_bbox_3: 0.2531 loss_giou_3: 0.4413 loss_ce_4: 0.464 loss_bbox_4: 0.2474 loss_giou_4: 0.4372 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:43] d2.utils.events INFO: eta: 1 day, 8:48:45 iter: 29819 total_loss: 7.325 loss_ce: 0.4741 loss_bbox: 0.265 loss_giou: 0.3941 loss_ce_0: 0.6013 loss_bbox_0: 0.4245 loss_giou_0: 0.5843 loss_ce_1: 0.514 loss_bbox_1: 0.3053 loss_giou_1: 0.4548 loss_ce_2: 0.4985 loss_bbox_2: 0.2748 loss_giou_2: 0.4153 loss_ce_3: 0.481 loss_bbox_3: 0.2672 loss_giou_3: 0.3999 loss_ce_4: 0.4677 loss_bbox_4: 0.2656 loss_giou_4: 0.394 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:49] d2.utils.events INFO: eta: 1 day, 8:48:39 iter: 29839 total_loss: 7.518 loss_ce: 0.4711 loss_bbox: 0.2551 loss_giou: 0.4016 loss_ce_0: 0.6099 loss_bbox_0: 0.4213 loss_giou_0: 0.6002 loss_ce_1: 0.5443 loss_bbox_1: 0.3038 loss_giou_1: 0.4564 loss_ce_2: 0.5014 loss_bbox_2: 0.2737 loss_giou_2: 0.4045 loss_ce_3: 0.4664 loss_bbox_3: 0.263 loss_giou_3: 0.3954 loss_ce_4: 0.4678 loss_bbox_4: 0.2581 loss_giou_4: 0.397 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:37:55] d2.utils.events INFO: eta: 1 day, 8:48:34 iter: 29859 total_loss: 7.24 loss_ce: 0.4709 loss_bbox: 0.2428 loss_giou: 0.3749 loss_ce_0: 0.6229 loss_bbox_0: 0.3989 loss_giou_0: 0.5931 loss_ce_1: 0.5308 loss_bbox_1: 0.2876 loss_giou_1: 0.4419 loss_ce_2: 0.4903 loss_bbox_2: 0.2584 loss_giou_2: 0.3976 loss_ce_3: 0.4735 loss_bbox_3: 0.25 loss_giou_3: 0.3844 loss_ce_4: 0.4798 loss_bbox_4: 0.2468 loss_giou_4: 0.3807 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:00] d2.utils.events INFO: eta: 1 day, 8:48:11 iter: 29879 total_loss: 7.522 loss_ce: 0.4458 loss_bbox: 0.2532 loss_giou: 0.4133 loss_ce_0: 0.6092 loss_bbox_0: 0.4126 loss_giou_0: 0.6411 loss_ce_1: 0.5225 loss_bbox_1: 0.2972 loss_giou_1: 0.4754 loss_ce_2: 0.4771 loss_bbox_2: 0.2672 loss_giou_2: 0.4346 loss_ce_3: 0.4484 loss_bbox_3: 0.2576 loss_giou_3: 0.4233 loss_ce_4: 0.4462 loss_bbox_4: 0.2539 loss_giou_4: 0.4188 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:06] d2.utils.events INFO: eta: 1 day, 8:47:27 iter: 29899 total_loss: 7.581 loss_ce: 0.4635 loss_bbox: 0.2519 loss_giou: 0.3955 loss_ce_0: 0.6148 loss_bbox_0: 0.4211 loss_giou_0: 0.6143 loss_ce_1: 0.527 loss_bbox_1: 0.2889 loss_giou_1: 0.4622 loss_ce_2: 0.4894 loss_bbox_2: 0.263 loss_giou_2: 0.4232 loss_ce_3: 0.4704 loss_bbox_3: 0.2594 loss_giou_3: 0.4082 loss_ce_4: 0.4612 loss_bbox_4: 0.2516 loss_giou_4: 0.3978 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:12] d2.utils.events INFO: eta: 1 day, 8:47:53 iter: 29919 total_loss: 7.609 loss_ce: 0.4597 loss_bbox: 0.2455 loss_giou: 0.4279 loss_ce_0: 0.6096 loss_bbox_0: 0.4138 loss_giou_0: 0.6542 loss_ce_1: 0.5104 loss_bbox_1: 0.3046 loss_giou_1: 0.4931 loss_ce_2: 0.4846 loss_bbox_2: 0.2656 loss_giou_2: 0.4538 loss_ce_3: 0.4682 loss_bbox_3: 0.248 loss_giou_3: 0.4344 loss_ce_4: 0.4583 loss_bbox_4: 0.2433 loss_giou_4: 0.4259 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:17] d2.utils.events INFO: eta: 1 day, 8:47:47 iter: 29939 total_loss: 7.69 loss_ce: 0.4511 loss_bbox: 0.2592 loss_giou: 0.4272 loss_ce_0: 0.6395 loss_bbox_0: 0.4228 loss_giou_0: 0.6213 loss_ce_1: 0.5265 loss_bbox_1: 0.2927 loss_giou_1: 0.4859 loss_ce_2: 0.4791 loss_bbox_2: 0.2663 loss_giou_2: 0.4468 loss_ce_3: 0.4549 loss_bbox_3: 0.2573 loss_giou_3: 0.4352 loss_ce_4: 0.4525 loss_bbox_4: 0.2568 loss_giou_4: 0.4282 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:23] d2.utils.events INFO: eta: 1 day, 8:47:54 iter: 29959 total_loss: 7.447 loss_ce: 0.4432 loss_bbox: 0.2428 loss_giou: 0.425 loss_ce_0: 0.6136 loss_bbox_0: 0.4058 loss_giou_0: 0.6412 loss_ce_1: 0.5141 loss_bbox_1: 0.2811 loss_giou_1: 0.4852 loss_ce_2: 0.4691 loss_bbox_2: 0.25 loss_giou_2: 0.4472 loss_ce_3: 0.4428 loss_bbox_3: 0.2384 loss_giou_3: 0.4273 loss_ce_4: 0.4491 loss_bbox_4: 0.2407 loss_giou_4: 0.4295 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:29] d2.utils.events INFO: eta: 1 day, 8:48:33 iter: 29979 total_loss: 7.671 loss_ce: 0.4596 loss_bbox: 0.2523 loss_giou: 0.4273 loss_ce_0: 0.6196 loss_bbox_0: 0.4301 loss_giou_0: 0.6544 loss_ce_1: 0.5339 loss_bbox_1: 0.3019 loss_giou_1: 0.4876 loss_ce_2: 0.4929 loss_bbox_2: 0.264 loss_giou_2: 0.4398 loss_ce_3: 0.4713 loss_bbox_3: 0.2597 loss_giou_3: 0.436 loss_ce_4: 0.4647 loss_bbox_4: 0.2548 loss_giou_4: 0.4281 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:34] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0029999.pth [11/02 15:38:36] d2.utils.events INFO: eta: 1 day, 8:48:27 iter: 29999 total_loss: 7.385 loss_ce: 0.4587 loss_bbox: 0.2702 loss_giou: 0.3999 loss_ce_0: 0.6133 loss_bbox_0: 0.432 loss_giou_0: 0.6252 loss_ce_1: 0.5234 loss_bbox_1: 0.3115 loss_giou_1: 0.4557 loss_ce_2: 0.4808 loss_bbox_2: 0.2811 loss_giou_2: 0.4144 loss_ce_3: 0.4634 loss_bbox_3: 0.2717 loss_giou_3: 0.4048 loss_ce_4: 0.4532 loss_bbox_4: 0.2681 loss_giou_4: 0.4007 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:42] d2.utils.events INFO: eta: 1 day, 8:47:37 iter: 30019 total_loss: 7.405 loss_ce: 0.4614 loss_bbox: 0.2506 loss_giou: 0.3937 loss_ce_0: 0.6201 loss_bbox_0: 0.4181 loss_giou_0: 0.6213 loss_ce_1: 0.5101 loss_bbox_1: 0.2923 loss_giou_1: 0.4582 loss_ce_2: 0.4747 loss_bbox_2: 0.2692 loss_giou_2: 0.4113 loss_ce_3: 0.4587 loss_bbox_3: 0.2655 loss_giou_3: 0.3975 loss_ce_4: 0.4475 loss_bbox_4: 0.2489 loss_giou_4: 0.3937 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:48] d2.utils.events INFO: eta: 1 day, 8:47:29 iter: 30039 total_loss: 7.324 loss_ce: 0.4506 loss_bbox: 0.2613 loss_giou: 0.3965 loss_ce_0: 0.6191 loss_bbox_0: 0.4198 loss_giou_0: 0.5958 loss_ce_1: 0.5065 loss_bbox_1: 0.3007 loss_giou_1: 0.4555 loss_ce_2: 0.4693 loss_bbox_2: 0.2754 loss_giou_2: 0.4022 loss_ce_3: 0.4562 loss_bbox_3: 0.267 loss_giou_3: 0.404 loss_ce_4: 0.4525 loss_bbox_4: 0.2635 loss_giou_4: 0.3998 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:53] d2.utils.events INFO: eta: 1 day, 8:47:21 iter: 30059 total_loss: 7.628 loss_ce: 0.4621 loss_bbox: 0.2536 loss_giou: 0.4242 loss_ce_0: 0.625 loss_bbox_0: 0.4067 loss_giou_0: 0.6478 loss_ce_1: 0.5313 loss_bbox_1: 0.2837 loss_giou_1: 0.4778 loss_ce_2: 0.4867 loss_bbox_2: 0.2664 loss_giou_2: 0.4454 loss_ce_3: 0.4601 loss_bbox_3: 0.2655 loss_giou_3: 0.4327 loss_ce_4: 0.4559 loss_bbox_4: 0.2559 loss_giou_4: 0.429 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 15:38:59] d2.utils.events INFO: eta: 1 day, 8:47:08 iter: 30079 total_loss: 7.525 loss_ce: 0.4667 loss_bbox: 0.2491 loss_giou: 0.4288 loss_ce_0: 0.6311 loss_bbox_0: 0.4317 loss_giou_0: 0.6634 loss_ce_1: 0.4994 loss_bbox_1: 0.3025 loss_giou_1: 0.487 loss_ce_2: 0.4747 loss_bbox_2: 0.2671 loss_giou_2: 0.4446 loss_ce_3: 0.4582 loss_bbox_3: 0.2588 loss_giou_3: 0.4363 loss_ce_4: 0.4649 loss_bbox_4: 0.25 loss_giou_4: 0.4316 time: 0.2802 data_time: 0.0356 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:05] d2.utils.events INFO: eta: 1 day, 8:47:02 iter: 30099 total_loss: 7.491 loss_ce: 0.4751 loss_bbox: 0.248 loss_giou: 0.411 loss_ce_0: 0.6113 loss_bbox_0: 0.431 loss_giou_0: 0.6404 loss_ce_1: 0.5232 loss_bbox_1: 0.2894 loss_giou_1: 0.4816 loss_ce_2: 0.4917 loss_bbox_2: 0.2649 loss_giou_2: 0.4337 loss_ce_3: 0.475 loss_bbox_3: 0.2565 loss_giou_3: 0.4192 loss_ce_4: 0.4769 loss_bbox_4: 0.2488 loss_giou_4: 0.4138 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:10] d2.utils.events INFO: eta: 1 day, 8:46:56 iter: 30119 total_loss: 7.56 loss_ce: 0.4515 loss_bbox: 0.2677 loss_giou: 0.4161 loss_ce_0: 0.6244 loss_bbox_0: 0.4148 loss_giou_0: 0.6028 loss_ce_1: 0.518 loss_bbox_1: 0.2963 loss_giou_1: 0.462 loss_ce_2: 0.4803 loss_bbox_2: 0.2714 loss_giou_2: 0.4311 loss_ce_3: 0.4618 loss_bbox_3: 0.2613 loss_giou_3: 0.4192 loss_ce_4: 0.4587 loss_bbox_4: 0.2614 loss_giou_4: 0.414 time: 0.2802 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:16] d2.utils.events INFO: eta: 1 day, 8:46:04 iter: 30139 total_loss: 7.62 loss_ce: 0.4662 loss_bbox: 0.2692 loss_giou: 0.395 loss_ce_0: 0.6321 loss_bbox_0: 0.4343 loss_giou_0: 0.5984 loss_ce_1: 0.5461 loss_bbox_1: 0.313 loss_giou_1: 0.4618 loss_ce_2: 0.4963 loss_bbox_2: 0.2835 loss_giou_2: 0.4153 loss_ce_3: 0.4721 loss_bbox_3: 0.2728 loss_giou_3: 0.3995 loss_ce_4: 0.4653 loss_bbox_4: 0.2711 loss_giou_4: 0.3974 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:22] d2.utils.events INFO: eta: 1 day, 8:45:36 iter: 30159 total_loss: 7.723 loss_ce: 0.4532 loss_bbox: 0.2291 loss_giou: 0.4164 loss_ce_0: 0.6268 loss_bbox_0: 0.4031 loss_giou_0: 0.6382 loss_ce_1: 0.5474 loss_bbox_1: 0.2756 loss_giou_1: 0.4856 loss_ce_2: 0.4925 loss_bbox_2: 0.2464 loss_giou_2: 0.4358 loss_ce_3: 0.4641 loss_bbox_3: 0.2326 loss_giou_3: 0.4233 loss_ce_4: 0.4618 loss_bbox_4: 0.2371 loss_giou_4: 0.4188 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:27] d2.utils.events INFO: eta: 1 day, 8:45:39 iter: 30179 total_loss: 7.542 loss_ce: 0.4474 loss_bbox: 0.2454 loss_giou: 0.3932 loss_ce_0: 0.629 loss_bbox_0: 0.3922 loss_giou_0: 0.6148 loss_ce_1: 0.5267 loss_bbox_1: 0.2877 loss_giou_1: 0.4535 loss_ce_2: 0.4799 loss_bbox_2: 0.2543 loss_giou_2: 0.4146 loss_ce_3: 0.4501 loss_bbox_3: 0.242 loss_giou_3: 0.4049 loss_ce_4: 0.4474 loss_bbox_4: 0.2465 loss_giou_4: 0.3962 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:33] d2.utils.events INFO: eta: 1 day, 8:45:19 iter: 30199 total_loss: 7.844 loss_ce: 0.4713 loss_bbox: 0.2847 loss_giou: 0.417 loss_ce_0: 0.6188 loss_bbox_0: 0.4381 loss_giou_0: 0.6135 loss_ce_1: 0.5221 loss_bbox_1: 0.3391 loss_giou_1: 0.4822 loss_ce_2: 0.4892 loss_bbox_2: 0.3001 loss_giou_2: 0.4343 loss_ce_3: 0.4687 loss_bbox_3: 0.2893 loss_giou_3: 0.4216 loss_ce_4: 0.4645 loss_bbox_4: 0.2854 loss_giou_4: 0.4228 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:39] d2.utils.events INFO: eta: 1 day, 8:45:13 iter: 30219 total_loss: 7.558 loss_ce: 0.4355 loss_bbox: 0.2495 loss_giou: 0.4106 loss_ce_0: 0.6015 loss_bbox_0: 0.4168 loss_giou_0: 0.6147 loss_ce_1: 0.4999 loss_bbox_1: 0.2991 loss_giou_1: 0.4813 loss_ce_2: 0.4487 loss_bbox_2: 0.2636 loss_giou_2: 0.4383 loss_ce_3: 0.4356 loss_bbox_3: 0.2603 loss_giou_3: 0.423 loss_ce_4: 0.4337 loss_bbox_4: 0.2525 loss_giou_4: 0.4166 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:44] d2.utils.events INFO: eta: 1 day, 8:45:13 iter: 30239 total_loss: 7.821 loss_ce: 0.4555 loss_bbox: 0.2606 loss_giou: 0.4278 loss_ce_0: 0.6211 loss_bbox_0: 0.4345 loss_giou_0: 0.6595 loss_ce_1: 0.5284 loss_bbox_1: 0.3084 loss_giou_1: 0.4871 loss_ce_2: 0.4834 loss_bbox_2: 0.2711 loss_giou_2: 0.4416 loss_ce_3: 0.4625 loss_bbox_3: 0.2618 loss_giou_3: 0.4344 loss_ce_4: 0.458 loss_bbox_4: 0.2654 loss_giou_4: 0.4312 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:50] d2.utils.events INFO: eta: 1 day, 8:45:07 iter: 30259 total_loss: 7.427 loss_ce: 0.4435 loss_bbox: 0.241 loss_giou: 0.407 loss_ce_0: 0.6148 loss_bbox_0: 0.407 loss_giou_0: 0.6266 loss_ce_1: 0.5204 loss_bbox_1: 0.282 loss_giou_1: 0.4695 loss_ce_2: 0.4681 loss_bbox_2: 0.2493 loss_giou_2: 0.4273 loss_ce_3: 0.4502 loss_bbox_3: 0.2399 loss_giou_3: 0.4076 loss_ce_4: 0.4469 loss_bbox_4: 0.2384 loss_giou_4: 0.406 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 15:39:56] d2.utils.events INFO: eta: 1 day, 8:45:02 iter: 30279 total_loss: 7.645 loss_ce: 0.4581 loss_bbox: 0.2548 loss_giou: 0.4137 loss_ce_0: 0.6299 loss_bbox_0: 0.4276 loss_giou_0: 0.6346 loss_ce_1: 0.5095 loss_bbox_1: 0.298 loss_giou_1: 0.4803 loss_ce_2: 0.4773 loss_bbox_2: 0.2687 loss_giou_2: 0.43 loss_ce_3: 0.4592 loss_bbox_3: 0.259 loss_giou_3: 0.4171 loss_ce_4: 0.4523 loss_bbox_4: 0.2561 loss_giou_4: 0.4113 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:01] d2.utils.events INFO: eta: 1 day, 8:45:19 iter: 30299 total_loss: 7.458 loss_ce: 0.43 loss_bbox: 0.2631 loss_giou: 0.4029 loss_ce_0: 0.6007 loss_bbox_0: 0.4082 loss_giou_0: 0.6375 loss_ce_1: 0.5161 loss_bbox_1: 0.3055 loss_giou_1: 0.4768 loss_ce_2: 0.4592 loss_bbox_2: 0.2819 loss_giou_2: 0.4331 loss_ce_3: 0.4421 loss_bbox_3: 0.2667 loss_giou_3: 0.4183 loss_ce_4: 0.4282 loss_bbox_4: 0.2613 loss_giou_4: 0.4109 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:07] d2.utils.events INFO: eta: 1 day, 8:44:29 iter: 30319 total_loss: 7.46 loss_ce: 0.4228 loss_bbox: 0.2343 loss_giou: 0.4042 loss_ce_0: 0.5925 loss_bbox_0: 0.4117 loss_giou_0: 0.5933 loss_ce_1: 0.4946 loss_bbox_1: 0.298 loss_giou_1: 0.4601 loss_ce_2: 0.4578 loss_bbox_2: 0.244 loss_giou_2: 0.4392 loss_ce_3: 0.435 loss_bbox_3: 0.2406 loss_giou_3: 0.4199 loss_ce_4: 0.4266 loss_bbox_4: 0.2358 loss_giou_4: 0.4099 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:13] d2.utils.events INFO: eta: 1 day, 8:45:24 iter: 30339 total_loss: 7.433 loss_ce: 0.4706 loss_bbox: 0.2446 loss_giou: 0.4067 loss_ce_0: 0.6115 loss_bbox_0: 0.4147 loss_giou_0: 0.6138 loss_ce_1: 0.5149 loss_bbox_1: 0.2807 loss_giou_1: 0.4744 loss_ce_2: 0.4814 loss_bbox_2: 0.2526 loss_giou_2: 0.4243 loss_ce_3: 0.4587 loss_bbox_3: 0.2466 loss_giou_3: 0.4166 loss_ce_4: 0.4695 loss_bbox_4: 0.241 loss_giou_4: 0.4078 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:18] d2.utils.events INFO: eta: 1 day, 8:45:42 iter: 30359 total_loss: 7.518 loss_ce: 0.4723 loss_bbox: 0.2512 loss_giou: 0.3876 loss_ce_0: 0.6048 loss_bbox_0: 0.4302 loss_giou_0: 0.5673 loss_ce_1: 0.542 loss_bbox_1: 0.2975 loss_giou_1: 0.4377 loss_ce_2: 0.4921 loss_bbox_2: 0.2613 loss_giou_2: 0.3926 loss_ce_3: 0.4678 loss_bbox_3: 0.2573 loss_giou_3: 0.3951 loss_ce_4: 0.4726 loss_bbox_4: 0.2515 loss_giou_4: 0.3874 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:24] d2.utils.events INFO: eta: 1 day, 8:44:57 iter: 30379 total_loss: 7.62 loss_ce: 0.4266 loss_bbox: 0.2526 loss_giou: 0.4001 loss_ce_0: 0.6039 loss_bbox_0: 0.4061 loss_giou_0: 0.5999 loss_ce_1: 0.5153 loss_bbox_1: 0.2994 loss_giou_1: 0.4557 loss_ce_2: 0.4816 loss_bbox_2: 0.2659 loss_giou_2: 0.4233 loss_ce_3: 0.4277 loss_bbox_3: 0.2592 loss_giou_3: 0.4118 loss_ce_4: 0.4396 loss_bbox_4: 0.2586 loss_giou_4: 0.3979 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:30] d2.utils.events INFO: eta: 1 day, 8:44:31 iter: 30399 total_loss: 7.599 loss_ce: 0.4533 loss_bbox: 0.2567 loss_giou: 0.4147 loss_ce_0: 0.6047 loss_bbox_0: 0.4328 loss_giou_0: 0.6522 loss_ce_1: 0.5224 loss_bbox_1: 0.2983 loss_giou_1: 0.4919 loss_ce_2: 0.4813 loss_bbox_2: 0.2622 loss_giou_2: 0.4413 loss_ce_3: 0.4544 loss_bbox_3: 0.2572 loss_giou_3: 0.4177 loss_ce_4: 0.4598 loss_bbox_4: 0.2556 loss_giou_4: 0.4147 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:35] d2.utils.events INFO: eta: 1 day, 8:43:58 iter: 30419 total_loss: 7.517 loss_ce: 0.4689 loss_bbox: 0.2433 loss_giou: 0.3739 loss_ce_0: 0.6063 loss_bbox_0: 0.4145 loss_giou_0: 0.5739 loss_ce_1: 0.5346 loss_bbox_1: 0.2926 loss_giou_1: 0.4265 loss_ce_2: 0.4963 loss_bbox_2: 0.2612 loss_giou_2: 0.3906 loss_ce_3: 0.48 loss_bbox_3: 0.2502 loss_giou_3: 0.3807 loss_ce_4: 0.4705 loss_bbox_4: 0.2444 loss_giou_4: 0.384 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:41] d2.utils.events INFO: eta: 1 day, 8:43:44 iter: 30439 total_loss: 7.475 loss_ce: 0.4588 loss_bbox: 0.2687 loss_giou: 0.4053 loss_ce_0: 0.615 loss_bbox_0: 0.4404 loss_giou_0: 0.5926 loss_ce_1: 0.5258 loss_bbox_1: 0.3082 loss_giou_1: 0.4694 loss_ce_2: 0.4798 loss_bbox_2: 0.2825 loss_giou_2: 0.4325 loss_ce_3: 0.4607 loss_bbox_3: 0.2762 loss_giou_3: 0.4173 loss_ce_4: 0.4578 loss_bbox_4: 0.2712 loss_giou_4: 0.4123 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:47] d2.utils.events INFO: eta: 1 day, 8:43:32 iter: 30459 total_loss: 7.75 loss_ce: 0.46 loss_bbox: 0.2769 loss_giou: 0.4165 loss_ce_0: 0.6139 loss_bbox_0: 0.4352 loss_giou_0: 0.6131 loss_ce_1: 0.5297 loss_bbox_1: 0.3126 loss_giou_1: 0.4714 loss_ce_2: 0.4886 loss_bbox_2: 0.2872 loss_giou_2: 0.43 loss_ce_3: 0.4629 loss_bbox_3: 0.281 loss_giou_3: 0.4215 loss_ce_4: 0.4661 loss_bbox_4: 0.2797 loss_giou_4: 0.4222 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:52] d2.utils.events INFO: eta: 1 day, 8:43:26 iter: 30479 total_loss: 7.447 loss_ce: 0.451 loss_bbox: 0.2683 loss_giou: 0.3963 loss_ce_0: 0.6171 loss_bbox_0: 0.4302 loss_giou_0: 0.6155 loss_ce_1: 0.5253 loss_bbox_1: 0.3057 loss_giou_1: 0.456 loss_ce_2: 0.471 loss_bbox_2: 0.2677 loss_giou_2: 0.4196 loss_ce_3: 0.4518 loss_bbox_3: 0.2674 loss_giou_3: 0.4019 loss_ce_4: 0.4523 loss_bbox_4: 0.264 loss_giou_4: 0.397 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 15:40:58] d2.utils.events INFO: eta: 1 day, 8:43:27 iter: 30499 total_loss: 7.659 loss_ce: 0.4575 loss_bbox: 0.2723 loss_giou: 0.4103 loss_ce_0: 0.6319 loss_bbox_0: 0.4278 loss_giou_0: 0.6169 loss_ce_1: 0.521 loss_bbox_1: 0.3186 loss_giou_1: 0.464 loss_ce_2: 0.482 loss_bbox_2: 0.2859 loss_giou_2: 0.4239 loss_ce_3: 0.4589 loss_bbox_3: 0.2764 loss_giou_3: 0.4152 loss_ce_4: 0.4528 loss_bbox_4: 0.2779 loss_giou_4: 0.413 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:03] d2.utils.events INFO: eta: 1 day, 8:42:22 iter: 30519 total_loss: 7.305 loss_ce: 0.4492 loss_bbox: 0.2397 loss_giou: 0.4005 loss_ce_0: 0.6002 loss_bbox_0: 0.3999 loss_giou_0: 0.5976 loss_ce_1: 0.5087 loss_bbox_1: 0.2853 loss_giou_1: 0.4619 loss_ce_2: 0.4731 loss_bbox_2: 0.2536 loss_giou_2: 0.4168 loss_ce_3: 0.4563 loss_bbox_3: 0.2497 loss_giou_3: 0.4098 loss_ce_4: 0.4535 loss_bbox_4: 0.248 loss_giou_4: 0.4034 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:09] d2.utils.events INFO: eta: 1 day, 8:42:08 iter: 30539 total_loss: 7.555 loss_ce: 0.4778 loss_bbox: 0.2558 loss_giou: 0.3983 loss_ce_0: 0.6342 loss_bbox_0: 0.4291 loss_giou_0: 0.6357 loss_ce_1: 0.5368 loss_bbox_1: 0.2978 loss_giou_1: 0.4654 loss_ce_2: 0.486 loss_bbox_2: 0.2673 loss_giou_2: 0.4182 loss_ce_3: 0.4746 loss_bbox_3: 0.2615 loss_giou_3: 0.4026 loss_ce_4: 0.481 loss_bbox_4: 0.2543 loss_giou_4: 0.3983 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:15] d2.utils.events INFO: eta: 1 day, 8:42:20 iter: 30559 total_loss: 7.784 loss_ce: 0.4566 loss_bbox: 0.2671 loss_giou: 0.4456 loss_ce_0: 0.6061 loss_bbox_0: 0.4347 loss_giou_0: 0.6689 loss_ce_1: 0.5296 loss_bbox_1: 0.3136 loss_giou_1: 0.5225 loss_ce_2: 0.4756 loss_bbox_2: 0.2872 loss_giou_2: 0.4682 loss_ce_3: 0.4526 loss_bbox_3: 0.2813 loss_giou_3: 0.4595 loss_ce_4: 0.4589 loss_bbox_4: 0.2726 loss_giou_4: 0.4477 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:20] d2.utils.events INFO: eta: 1 day, 8:42:14 iter: 30579 total_loss: 7.689 loss_ce: 0.4792 loss_bbox: 0.2487 loss_giou: 0.4326 loss_ce_0: 0.6236 loss_bbox_0: 0.4379 loss_giou_0: 0.6413 loss_ce_1: 0.5476 loss_bbox_1: 0.2992 loss_giou_1: 0.4889 loss_ce_2: 0.5069 loss_bbox_2: 0.2624 loss_giou_2: 0.4424 loss_ce_3: 0.4827 loss_bbox_3: 0.2537 loss_giou_3: 0.4418 loss_ce_4: 0.4736 loss_bbox_4: 0.2506 loss_giou_4: 0.4387 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:26] d2.utils.events INFO: eta: 1 day, 8:42:09 iter: 30599 total_loss: 7.438 loss_ce: 0.4697 loss_bbox: 0.2384 loss_giou: 0.407 loss_ce_0: 0.632 loss_bbox_0: 0.4071 loss_giou_0: 0.6364 loss_ce_1: 0.5339 loss_bbox_1: 0.2851 loss_giou_1: 0.4652 loss_ce_2: 0.4827 loss_bbox_2: 0.2589 loss_giou_2: 0.4265 loss_ce_3: 0.4641 loss_bbox_3: 0.2485 loss_giou_3: 0.4261 loss_ce_4: 0.472 loss_bbox_4: 0.2392 loss_giou_4: 0.4114 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:32] d2.utils.events INFO: eta: 1 day, 8:41:53 iter: 30619 total_loss: 7.687 loss_ce: 0.4623 loss_bbox: 0.2466 loss_giou: 0.3996 loss_ce_0: 0.6343 loss_bbox_0: 0.4312 loss_giou_0: 0.6186 loss_ce_1: 0.5446 loss_bbox_1: 0.2933 loss_giou_1: 0.4608 loss_ce_2: 0.4972 loss_bbox_2: 0.2704 loss_giou_2: 0.4206 loss_ce_3: 0.4758 loss_bbox_3: 0.2586 loss_giou_3: 0.4095 loss_ce_4: 0.4674 loss_bbox_4: 0.2515 loss_giou_4: 0.4038 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:37] d2.utils.events INFO: eta: 1 day, 8:42:19 iter: 30639 total_loss: 7.401 loss_ce: 0.4743 loss_bbox: 0.245 loss_giou: 0.4144 loss_ce_0: 0.6155 loss_bbox_0: 0.4093 loss_giou_0: 0.6303 loss_ce_1: 0.5193 loss_bbox_1: 0.2809 loss_giou_1: 0.4633 loss_ce_2: 0.4899 loss_bbox_2: 0.2545 loss_giou_2: 0.4269 loss_ce_3: 0.4669 loss_bbox_3: 0.2442 loss_giou_3: 0.4217 loss_ce_4: 0.4693 loss_bbox_4: 0.2418 loss_giou_4: 0.411 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:43] d2.utils.events INFO: eta: 1 day, 8:42:04 iter: 30659 total_loss: 7.459 loss_ce: 0.4634 loss_bbox: 0.2551 loss_giou: 0.4055 loss_ce_0: 0.6305 loss_bbox_0: 0.4134 loss_giou_0: 0.6669 loss_ce_1: 0.5221 loss_bbox_1: 0.2958 loss_giou_1: 0.476 loss_ce_2: 0.4833 loss_bbox_2: 0.2645 loss_giou_2: 0.4313 loss_ce_3: 0.4607 loss_bbox_3: 0.2527 loss_giou_3: 0.4111 loss_ce_4: 0.4577 loss_bbox_4: 0.2561 loss_giou_4: 0.4078 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:49] d2.utils.events INFO: eta: 1 day, 8:41:37 iter: 30679 total_loss: 7.826 loss_ce: 0.4484 loss_bbox: 0.2385 loss_giou: 0.4125 loss_ce_0: 0.6146 loss_bbox_0: 0.401 loss_giou_0: 0.6391 loss_ce_1: 0.5137 loss_bbox_1: 0.28 loss_giou_1: 0.4891 loss_ce_2: 0.4902 loss_bbox_2: 0.2521 loss_giou_2: 0.4378 loss_ce_3: 0.456 loss_bbox_3: 0.2451 loss_giou_3: 0.4178 loss_ce_4: 0.4411 loss_bbox_4: 0.2405 loss_giou_4: 0.4106 time: 0.2802 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/02 15:41:54] d2.utils.events INFO: eta: 1 day, 8:41:41 iter: 30699 total_loss: 7.567 loss_ce: 0.4822 loss_bbox: 0.2567 loss_giou: 0.4014 loss_ce_0: 0.6226 loss_bbox_0: 0.4257 loss_giou_0: 0.593 loss_ce_1: 0.5529 loss_bbox_1: 0.3051 loss_giou_1: 0.4592 loss_ce_2: 0.5087 loss_bbox_2: 0.2775 loss_giou_2: 0.4151 loss_ce_3: 0.4789 loss_bbox_3: 0.2569 loss_giou_3: 0.4078 loss_ce_4: 0.4741 loss_bbox_4: 0.2549 loss_giou_4: 0.4045 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:00] d2.utils.events INFO: eta: 1 day, 8:41:14 iter: 30719 total_loss: 7.208 loss_ce: 0.4419 loss_bbox: 0.2419 loss_giou: 0.3943 loss_ce_0: 0.6125 loss_bbox_0: 0.4059 loss_giou_0: 0.6099 loss_ce_1: 0.5294 loss_bbox_1: 0.2867 loss_giou_1: 0.4551 loss_ce_2: 0.473 loss_bbox_2: 0.262 loss_giou_2: 0.4183 loss_ce_3: 0.467 loss_bbox_3: 0.2491 loss_giou_3: 0.4058 loss_ce_4: 0.4563 loss_bbox_4: 0.2459 loss_giou_4: 0.3974 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:06] d2.utils.events INFO: eta: 1 day, 8:40:14 iter: 30739 total_loss: 7.687 loss_ce: 0.4683 loss_bbox: 0.2504 loss_giou: 0.4229 loss_ce_0: 0.6147 loss_bbox_0: 0.4309 loss_giou_0: 0.6407 loss_ce_1: 0.5289 loss_bbox_1: 0.2923 loss_giou_1: 0.4895 loss_ce_2: 0.483 loss_bbox_2: 0.2649 loss_giou_2: 0.449 loss_ce_3: 0.468 loss_bbox_3: 0.2624 loss_giou_3: 0.4306 loss_ce_4: 0.4673 loss_bbox_4: 0.2518 loss_giou_4: 0.4254 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:11] d2.utils.events INFO: eta: 1 day, 8:39:44 iter: 30759 total_loss: 7.756 loss_ce: 0.4612 loss_bbox: 0.2638 loss_giou: 0.4252 loss_ce_0: 0.6235 loss_bbox_0: 0.439 loss_giou_0: 0.6361 loss_ce_1: 0.5437 loss_bbox_1: 0.3211 loss_giou_1: 0.4935 loss_ce_2: 0.4954 loss_bbox_2: 0.2845 loss_giou_2: 0.4348 loss_ce_3: 0.4681 loss_bbox_3: 0.2681 loss_giou_3: 0.4252 loss_ce_4: 0.4598 loss_bbox_4: 0.2685 loss_giou_4: 0.4294 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:17] d2.utils.events INFO: eta: 1 day, 8:39:35 iter: 30779 total_loss: 7.352 loss_ce: 0.4627 loss_bbox: 0.2442 loss_giou: 0.3717 loss_ce_0: 0.6105 loss_bbox_0: 0.4218 loss_giou_0: 0.5911 loss_ce_1: 0.5257 loss_bbox_1: 0.2835 loss_giou_1: 0.4421 loss_ce_2: 0.4814 loss_bbox_2: 0.2606 loss_giou_2: 0.3911 loss_ce_3: 0.4743 loss_bbox_3: 0.2501 loss_giou_3: 0.3754 loss_ce_4: 0.466 loss_bbox_4: 0.2427 loss_giou_4: 0.3802 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:23] d2.utils.events INFO: eta: 1 day, 8:39:14 iter: 30799 total_loss: 7.535 loss_ce: 0.4587 loss_bbox: 0.2589 loss_giou: 0.4174 loss_ce_0: 0.6283 loss_bbox_0: 0.416 loss_giou_0: 0.6324 loss_ce_1: 0.5117 loss_bbox_1: 0.2966 loss_giou_1: 0.5001 loss_ce_2: 0.4673 loss_bbox_2: 0.2666 loss_giou_2: 0.4464 loss_ce_3: 0.4763 loss_bbox_3: 0.2622 loss_giou_3: 0.4312 loss_ce_4: 0.4636 loss_bbox_4: 0.2597 loss_giou_4: 0.4206 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:28] d2.utils.events INFO: eta: 1 day, 8:38:59 iter: 30819 total_loss: 7.558 loss_ce: 0.4475 loss_bbox: 0.2475 loss_giou: 0.4141 loss_ce_0: 0.6136 loss_bbox_0: 0.436 loss_giou_0: 0.6509 loss_ce_1: 0.5026 loss_bbox_1: 0.3024 loss_giou_1: 0.4964 loss_ce_2: 0.468 loss_bbox_2: 0.2625 loss_giou_2: 0.4392 loss_ce_3: 0.4431 loss_bbox_3: 0.2541 loss_giou_3: 0.4258 loss_ce_4: 0.4476 loss_bbox_4: 0.25 loss_giou_4: 0.4162 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:34] d2.utils.events INFO: eta: 1 day, 8:37:33 iter: 30839 total_loss: 7.74 loss_ce: 0.4801 loss_bbox: 0.2653 loss_giou: 0.4027 loss_ce_0: 0.6532 loss_bbox_0: 0.4395 loss_giou_0: 0.5978 loss_ce_1: 0.5402 loss_bbox_1: 0.3104 loss_giou_1: 0.4469 loss_ce_2: 0.4974 loss_bbox_2: 0.2795 loss_giou_2: 0.4167 loss_ce_3: 0.4737 loss_bbox_3: 0.2697 loss_giou_3: 0.4074 loss_ce_4: 0.4727 loss_bbox_4: 0.271 loss_giou_4: 0.4085 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:40] d2.utils.events INFO: eta: 1 day, 8:37:59 iter: 30859 total_loss: 7.586 loss_ce: 0.4525 loss_bbox: 0.2489 loss_giou: 0.4228 loss_ce_0: 0.6104 loss_bbox_0: 0.408 loss_giou_0: 0.6126 loss_ce_1: 0.5124 loss_bbox_1: 0.2889 loss_giou_1: 0.477 loss_ce_2: 0.4798 loss_bbox_2: 0.2638 loss_giou_2: 0.4441 loss_ce_3: 0.4536 loss_bbox_3: 0.2522 loss_giou_3: 0.4288 loss_ce_4: 0.4494 loss_bbox_4: 0.2449 loss_giou_4: 0.4247 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:45] d2.utils.events INFO: eta: 1 day, 8:38:43 iter: 30879 total_loss: 7.542 loss_ce: 0.4555 loss_bbox: 0.2523 loss_giou: 0.3952 loss_ce_0: 0.6099 loss_bbox_0: 0.4219 loss_giou_0: 0.6115 loss_ce_1: 0.5413 loss_bbox_1: 0.306 loss_giou_1: 0.4565 loss_ce_2: 0.4849 loss_bbox_2: 0.2755 loss_giou_2: 0.4233 loss_ce_3: 0.4612 loss_bbox_3: 0.2625 loss_giou_3: 0.4034 loss_ce_4: 0.4584 loss_bbox_4: 0.2538 loss_giou_4: 0.3967 time: 0.2802 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:51] d2.utils.events INFO: eta: 1 day, 8:38:37 iter: 30899 total_loss: 7.887 loss_ce: 0.5053 loss_bbox: 0.2733 loss_giou: 0.4319 loss_ce_0: 0.65 loss_bbox_0: 0.4359 loss_giou_0: 0.6506 loss_ce_1: 0.5443 loss_bbox_1: 0.3119 loss_giou_1: 0.4934 loss_ce_2: 0.5276 loss_bbox_2: 0.2778 loss_giou_2: 0.4542 loss_ce_3: 0.5066 loss_bbox_3: 0.2769 loss_giou_3: 0.44 loss_ce_4: 0.5015 loss_bbox_4: 0.2685 loss_giou_4: 0.4387 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 15:42:57] d2.utils.events INFO: eta: 1 day, 8:38:31 iter: 30919 total_loss: 7.698 loss_ce: 0.4611 loss_bbox: 0.2511 loss_giou: 0.4197 loss_ce_0: 0.6209 loss_bbox_0: 0.4259 loss_giou_0: 0.6469 loss_ce_1: 0.5168 loss_bbox_1: 0.2998 loss_giou_1: 0.483 loss_ce_2: 0.4752 loss_bbox_2: 0.2733 loss_giou_2: 0.4427 loss_ce_3: 0.4651 loss_bbox_3: 0.2605 loss_giou_3: 0.4231 loss_ce_4: 0.4592 loss_bbox_4: 0.2551 loss_giou_4: 0.4221 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:02] d2.utils.events INFO: eta: 1 day, 8:38:30 iter: 30939 total_loss: 7.504 loss_ce: 0.4567 loss_bbox: 0.2517 loss_giou: 0.4115 loss_ce_0: 0.6133 loss_bbox_0: 0.421 loss_giou_0: 0.6411 loss_ce_1: 0.5203 loss_bbox_1: 0.2901 loss_giou_1: 0.4653 loss_ce_2: 0.4817 loss_bbox_2: 0.2697 loss_giou_2: 0.4314 loss_ce_3: 0.4516 loss_bbox_3: 0.2599 loss_giou_3: 0.4212 loss_ce_4: 0.4559 loss_bbox_4: 0.2535 loss_giou_4: 0.413 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:08] d2.utils.events INFO: eta: 1 day, 8:36:55 iter: 30959 total_loss: 7.296 loss_ce: 0.452 loss_bbox: 0.2438 loss_giou: 0.3884 loss_ce_0: 0.5914 loss_bbox_0: 0.4273 loss_giou_0: 0.6058 loss_ce_1: 0.5161 loss_bbox_1: 0.3099 loss_giou_1: 0.4414 loss_ce_2: 0.4698 loss_bbox_2: 0.2642 loss_giou_2: 0.405 loss_ce_3: 0.4578 loss_bbox_3: 0.2547 loss_giou_3: 0.4005 loss_ce_4: 0.4494 loss_bbox_4: 0.2481 loss_giou_4: 0.3912 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:14] d2.utils.events INFO: eta: 1 day, 8:36:08 iter: 30979 total_loss: 7.248 loss_ce: 0.4376 loss_bbox: 0.2422 loss_giou: 0.4125 loss_ce_0: 0.5999 loss_bbox_0: 0.4209 loss_giou_0: 0.6422 loss_ce_1: 0.5172 loss_bbox_1: 0.2859 loss_giou_1: 0.4783 loss_ce_2: 0.4685 loss_bbox_2: 0.2554 loss_giou_2: 0.441 loss_ce_3: 0.4423 loss_bbox_3: 0.2394 loss_giou_3: 0.4232 loss_ce_4: 0.4376 loss_bbox_4: 0.2422 loss_giou_4: 0.4157 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:19] d2.utils.events INFO: eta: 1 day, 8:36:03 iter: 30999 total_loss: 7.6 loss_ce: 0.4578 loss_bbox: 0.2458 loss_giou: 0.4192 loss_ce_0: 0.6181 loss_bbox_0: 0.4091 loss_giou_0: 0.6129 loss_ce_1: 0.5265 loss_bbox_1: 0.2841 loss_giou_1: 0.4736 loss_ce_2: 0.4829 loss_bbox_2: 0.2634 loss_giou_2: 0.4396 loss_ce_3: 0.4601 loss_bbox_3: 0.2563 loss_giou_3: 0.4261 loss_ce_4: 0.4545 loss_bbox_4: 0.2485 loss_giou_4: 0.4237 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:25] d2.utils.events INFO: eta: 1 day, 8:36:31 iter: 31019 total_loss: 7.781 loss_ce: 0.4759 loss_bbox: 0.2565 loss_giou: 0.4435 loss_ce_0: 0.6306 loss_bbox_0: 0.4229 loss_giou_0: 0.6724 loss_ce_1: 0.5289 loss_bbox_1: 0.3057 loss_giou_1: 0.5132 loss_ce_2: 0.5032 loss_bbox_2: 0.2741 loss_giou_2: 0.4677 loss_ce_3: 0.4659 loss_bbox_3: 0.2592 loss_giou_3: 0.4492 loss_ce_4: 0.4773 loss_bbox_4: 0.2598 loss_giou_4: 0.447 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:31] d2.utils.events INFO: eta: 1 day, 8:36:10 iter: 31039 total_loss: 7.609 loss_ce: 0.4301 loss_bbox: 0.2576 loss_giou: 0.4208 loss_ce_0: 0.6008 loss_bbox_0: 0.4267 loss_giou_0: 0.6554 loss_ce_1: 0.4914 loss_bbox_1: 0.3028 loss_giou_1: 0.4825 loss_ce_2: 0.4554 loss_bbox_2: 0.2696 loss_giou_2: 0.4389 loss_ce_3: 0.4354 loss_bbox_3: 0.2667 loss_giou_3: 0.4301 loss_ce_4: 0.4331 loss_bbox_4: 0.2613 loss_giou_4: 0.4218 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:36] d2.utils.events INFO: eta: 1 day, 8:35:58 iter: 31059 total_loss: 7.756 loss_ce: 0.4652 loss_bbox: 0.2527 loss_giou: 0.445 loss_ce_0: 0.6232 loss_bbox_0: 0.4122 loss_giou_0: 0.6825 loss_ce_1: 0.5267 loss_bbox_1: 0.2787 loss_giou_1: 0.5131 loss_ce_2: 0.4847 loss_bbox_2: 0.2557 loss_giou_2: 0.4608 loss_ce_3: 0.4746 loss_bbox_3: 0.2507 loss_giou_3: 0.4516 loss_ce_4: 0.4703 loss_bbox_4: 0.2514 loss_giou_4: 0.4443 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:42] d2.utils.events INFO: eta: 1 day, 8:35:53 iter: 31079 total_loss: 7.55 loss_ce: 0.4428 loss_bbox: 0.249 loss_giou: 0.3813 loss_ce_0: 0.6085 loss_bbox_0: 0.4321 loss_giou_0: 0.5985 loss_ce_1: 0.5055 loss_bbox_1: 0.3036 loss_giou_1: 0.446 loss_ce_2: 0.4758 loss_bbox_2: 0.2658 loss_giou_2: 0.403 loss_ce_3: 0.4586 loss_bbox_3: 0.2551 loss_giou_3: 0.3897 loss_ce_4: 0.4514 loss_bbox_4: 0.2485 loss_giou_4: 0.3834 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:47] d2.utils.events INFO: eta: 1 day, 8:35:09 iter: 31099 total_loss: 7.622 loss_ce: 0.4812 loss_bbox: 0.246 loss_giou: 0.4116 loss_ce_0: 0.6349 loss_bbox_0: 0.4263 loss_giou_0: 0.6325 loss_ce_1: 0.5354 loss_bbox_1: 0.291 loss_giou_1: 0.4665 loss_ce_2: 0.4971 loss_bbox_2: 0.2648 loss_giou_2: 0.4246 loss_ce_3: 0.4809 loss_bbox_3: 0.2503 loss_giou_3: 0.4197 loss_ce_4: 0.4816 loss_bbox_4: 0.2484 loss_giou_4: 0.4156 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:53] d2.utils.events INFO: eta: 1 day, 8:34:42 iter: 31119 total_loss: 7.484 loss_ce: 0.4471 loss_bbox: 0.2589 loss_giou: 0.4398 loss_ce_0: 0.6043 loss_bbox_0: 0.4128 loss_giou_0: 0.6309 loss_ce_1: 0.5079 loss_bbox_1: 0.3018 loss_giou_1: 0.4881 loss_ce_2: 0.4832 loss_bbox_2: 0.2732 loss_giou_2: 0.4512 loss_ce_3: 0.4576 loss_bbox_3: 0.2676 loss_giou_3: 0.4424 loss_ce_4: 0.4518 loss_bbox_4: 0.2597 loss_giou_4: 0.4363 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 15:43:59] d2.utils.events INFO: eta: 1 day, 8:35:57 iter: 31139 total_loss: 7.663 loss_ce: 0.4455 loss_bbox: 0.2536 loss_giou: 0.4275 loss_ce_0: 0.6064 loss_bbox_0: 0.4154 loss_giou_0: 0.6435 loss_ce_1: 0.5059 loss_bbox_1: 0.2901 loss_giou_1: 0.4971 loss_ce_2: 0.4737 loss_bbox_2: 0.2701 loss_giou_2: 0.4471 loss_ce_3: 0.4469 loss_bbox_3: 0.2593 loss_giou_3: 0.4366 loss_ce_4: 0.448 loss_bbox_4: 0.2532 loss_giou_4: 0.4343 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:05] d2.utils.events INFO: eta: 1 day, 8:37:24 iter: 31159 total_loss: 7.648 loss_ce: 0.4551 loss_bbox: 0.2457 loss_giou: 0.4136 loss_ce_0: 0.6092 loss_bbox_0: 0.3959 loss_giou_0: 0.6304 loss_ce_1: 0.5104 loss_bbox_1: 0.287 loss_giou_1: 0.4779 loss_ce_2: 0.4775 loss_bbox_2: 0.2544 loss_giou_2: 0.4349 loss_ce_3: 0.4486 loss_bbox_3: 0.249 loss_giou_3: 0.42 loss_ce_4: 0.4527 loss_bbox_4: 0.2436 loss_giou_4: 0.4166 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:10] d2.utils.events INFO: eta: 1 day, 8:37:45 iter: 31179 total_loss: 7.714 loss_ce: 0.4891 loss_bbox: 0.2552 loss_giou: 0.4214 loss_ce_0: 0.6359 loss_bbox_0: 0.4206 loss_giou_0: 0.6272 loss_ce_1: 0.5469 loss_bbox_1: 0.3005 loss_giou_1: 0.4802 loss_ce_2: 0.5008 loss_bbox_2: 0.2689 loss_giou_2: 0.4417 loss_ce_3: 0.496 loss_bbox_3: 0.2625 loss_giou_3: 0.4339 loss_ce_4: 0.4883 loss_bbox_4: 0.2561 loss_giou_4: 0.4263 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:16] d2.utils.events INFO: eta: 1 day, 8:37:21 iter: 31199 total_loss: 7.603 loss_ce: 0.4604 loss_bbox: 0.2677 loss_giou: 0.4014 loss_ce_0: 0.613 loss_bbox_0: 0.448 loss_giou_0: 0.6155 loss_ce_1: 0.52 loss_bbox_1: 0.3204 loss_giou_1: 0.4585 loss_ce_2: 0.4869 loss_bbox_2: 0.2877 loss_giou_2: 0.4217 loss_ce_3: 0.4644 loss_bbox_3: 0.2806 loss_giou_3: 0.412 loss_ce_4: 0.4621 loss_bbox_4: 0.2743 loss_giou_4: 0.4016 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:22] d2.utils.events INFO: eta: 1 day, 8:37:15 iter: 31219 total_loss: 7.868 loss_ce: 0.4766 loss_bbox: 0.2674 loss_giou: 0.4324 loss_ce_0: 0.6401 loss_bbox_0: 0.4216 loss_giou_0: 0.6412 loss_ce_1: 0.5321 loss_bbox_1: 0.3019 loss_giou_1: 0.4891 loss_ce_2: 0.4972 loss_bbox_2: 0.2842 loss_giou_2: 0.4478 loss_ce_3: 0.4717 loss_bbox_3: 0.2718 loss_giou_3: 0.4324 loss_ce_4: 0.467 loss_bbox_4: 0.2683 loss_giou_4: 0.4341 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:27] d2.utils.events INFO: eta: 1 day, 8:37:06 iter: 31239 total_loss: 7.518 loss_ce: 0.4376 loss_bbox: 0.2514 loss_giou: 0.4103 loss_ce_0: 0.606 loss_bbox_0: 0.4079 loss_giou_0: 0.6405 loss_ce_1: 0.4893 loss_bbox_1: 0.2929 loss_giou_1: 0.4611 loss_ce_2: 0.4612 loss_bbox_2: 0.2691 loss_giou_2: 0.421 loss_ce_3: 0.4343 loss_bbox_3: 0.2586 loss_giou_3: 0.4091 loss_ce_4: 0.4457 loss_bbox_4: 0.2545 loss_giou_4: 0.4085 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:33] d2.utils.events INFO: eta: 1 day, 8:37:24 iter: 31259 total_loss: 7.86 loss_ce: 0.4731 loss_bbox: 0.2398 loss_giou: 0.4521 loss_ce_0: 0.6214 loss_bbox_0: 0.4257 loss_giou_0: 0.6963 loss_ce_1: 0.5312 loss_bbox_1: 0.2786 loss_giou_1: 0.5193 loss_ce_2: 0.5005 loss_bbox_2: 0.2501 loss_giou_2: 0.4731 loss_ce_3: 0.4777 loss_bbox_3: 0.2455 loss_giou_3: 0.4558 loss_ce_4: 0.4694 loss_bbox_4: 0.2409 loss_giou_4: 0.4526 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:39] d2.utils.events INFO: eta: 1 day, 8:36:51 iter: 31279 total_loss: 7.904 loss_ce: 0.4852 loss_bbox: 0.2383 loss_giou: 0.4272 loss_ce_0: 0.6373 loss_bbox_0: 0.4193 loss_giou_0: 0.6593 loss_ce_1: 0.5352 loss_bbox_1: 0.2859 loss_giou_1: 0.5022 loss_ce_2: 0.4932 loss_bbox_2: 0.2535 loss_giou_2: 0.4588 loss_ce_3: 0.4893 loss_bbox_3: 0.2483 loss_giou_3: 0.451 loss_ce_4: 0.4757 loss_bbox_4: 0.2438 loss_giou_4: 0.433 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:44] d2.utils.events INFO: eta: 1 day, 8:36:49 iter: 31299 total_loss: 7.534 loss_ce: 0.4557 loss_bbox: 0.2322 loss_giou: 0.4151 loss_ce_0: 0.6313 loss_bbox_0: 0.4073 loss_giou_0: 0.6151 loss_ce_1: 0.5246 loss_bbox_1: 0.2797 loss_giou_1: 0.4722 loss_ce_2: 0.4749 loss_bbox_2: 0.2535 loss_giou_2: 0.4346 loss_ce_3: 0.4567 loss_bbox_3: 0.2432 loss_giou_3: 0.4218 loss_ce_4: 0.4528 loss_bbox_4: 0.2374 loss_giou_4: 0.4204 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:50] d2.utils.events INFO: eta: 1 day, 8:36:39 iter: 31319 total_loss: 7.65 loss_ce: 0.4852 loss_bbox: 0.2518 loss_giou: 0.4228 loss_ce_0: 0.6299 loss_bbox_0: 0.4126 loss_giou_0: 0.6261 loss_ce_1: 0.5396 loss_bbox_1: 0.2985 loss_giou_1: 0.4793 loss_ce_2: 0.5063 loss_bbox_2: 0.2663 loss_giou_2: 0.446 loss_ce_3: 0.4804 loss_bbox_3: 0.2584 loss_giou_3: 0.4319 loss_ce_4: 0.4854 loss_bbox_4: 0.2569 loss_giou_4: 0.4289 time: 0.2802 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/02 15:44:56] d2.utils.events INFO: eta: 1 day, 8:34:57 iter: 31339 total_loss: 7.69 loss_ce: 0.468 loss_bbox: 0.2755 loss_giou: 0.415 loss_ce_0: 0.6199 loss_bbox_0: 0.4341 loss_giou_0: 0.5962 loss_ce_1: 0.537 loss_bbox_1: 0.3142 loss_giou_1: 0.465 loss_ce_2: 0.4943 loss_bbox_2: 0.2989 loss_giou_2: 0.4375 loss_ce_3: 0.4855 loss_bbox_3: 0.2786 loss_giou_3: 0.4236 loss_ce_4: 0.4678 loss_bbox_4: 0.2763 loss_giou_4: 0.4169 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:01] d2.utils.events INFO: eta: 1 day, 8:34:51 iter: 31359 total_loss: 7.169 loss_ce: 0.4193 loss_bbox: 0.2566 loss_giou: 0.395 loss_ce_0: 0.5903 loss_bbox_0: 0.4158 loss_giou_0: 0.6022 loss_ce_1: 0.4775 loss_bbox_1: 0.289 loss_giou_1: 0.4406 loss_ce_2: 0.4419 loss_bbox_2: 0.2699 loss_giou_2: 0.4126 loss_ce_3: 0.4236 loss_bbox_3: 0.2602 loss_giou_3: 0.402 loss_ce_4: 0.415 loss_bbox_4: 0.2553 loss_giou_4: 0.3992 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:07] d2.utils.events INFO: eta: 1 day, 8:35:10 iter: 31379 total_loss: 7.618 loss_ce: 0.4701 loss_bbox: 0.2392 loss_giou: 0.4133 loss_ce_0: 0.6304 loss_bbox_0: 0.3843 loss_giou_0: 0.6407 loss_ce_1: 0.5462 loss_bbox_1: 0.2899 loss_giou_1: 0.4739 loss_ce_2: 0.4947 loss_bbox_2: 0.2516 loss_giou_2: 0.4343 loss_ce_3: 0.469 loss_bbox_3: 0.2407 loss_giou_3: 0.4205 loss_ce_4: 0.4712 loss_bbox_4: 0.2355 loss_giou_4: 0.4175 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:13] d2.utils.events INFO: eta: 1 day, 8:36:17 iter: 31399 total_loss: 7.471 loss_ce: 0.4596 loss_bbox: 0.2374 loss_giou: 0.3923 loss_ce_0: 0.6395 loss_bbox_0: 0.408 loss_giou_0: 0.6154 loss_ce_1: 0.5222 loss_bbox_1: 0.2785 loss_giou_1: 0.4557 loss_ce_2: 0.4861 loss_bbox_2: 0.2528 loss_giou_2: 0.4068 loss_ce_3: 0.4555 loss_bbox_3: 0.2472 loss_giou_3: 0.402 loss_ce_4: 0.4547 loss_bbox_4: 0.239 loss_giou_4: 0.3975 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:18] d2.utils.events INFO: eta: 1 day, 8:36:37 iter: 31419 total_loss: 7.53 loss_ce: 0.4606 loss_bbox: 0.2622 loss_giou: 0.4233 loss_ce_0: 0.6196 loss_bbox_0: 0.4197 loss_giou_0: 0.6453 loss_ce_1: 0.5226 loss_bbox_1: 0.3046 loss_giou_1: 0.4835 loss_ce_2: 0.4784 loss_bbox_2: 0.2806 loss_giou_2: 0.4459 loss_ce_3: 0.4611 loss_bbox_3: 0.2691 loss_giou_3: 0.4267 loss_ce_4: 0.4603 loss_bbox_4: 0.2645 loss_giou_4: 0.4227 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:24] d2.utils.events INFO: eta: 1 day, 8:36:44 iter: 31439 total_loss: 7.502 loss_ce: 0.4646 loss_bbox: 0.2328 loss_giou: 0.4122 loss_ce_0: 0.62 loss_bbox_0: 0.3954 loss_giou_0: 0.6337 loss_ce_1: 0.5312 loss_bbox_1: 0.2787 loss_giou_1: 0.4773 loss_ce_2: 0.4862 loss_bbox_2: 0.2501 loss_giou_2: 0.4347 loss_ce_3: 0.467 loss_bbox_3: 0.2411 loss_giou_3: 0.4243 loss_ce_4: 0.4607 loss_bbox_4: 0.2382 loss_giou_4: 0.4128 time: 0.2801 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:30] d2.utils.events INFO: eta: 1 day, 8:36:42 iter: 31459 total_loss: 7.563 loss_ce: 0.4752 loss_bbox: 0.226 loss_giou: 0.4096 loss_ce_0: 0.6167 loss_bbox_0: 0.4113 loss_giou_0: 0.6583 loss_ce_1: 0.5228 loss_bbox_1: 0.2863 loss_giou_1: 0.4758 loss_ce_2: 0.4789 loss_bbox_2: 0.2528 loss_giou_2: 0.4307 loss_ce_3: 0.4702 loss_bbox_3: 0.2302 loss_giou_3: 0.4138 loss_ce_4: 0.4651 loss_bbox_4: 0.2315 loss_giou_4: 0.4109 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:35] d2.utils.events INFO: eta: 1 day, 8:37:02 iter: 31479 total_loss: 7.422 loss_ce: 0.4458 loss_bbox: 0.2391 loss_giou: 0.4057 loss_ce_0: 0.6223 loss_bbox_0: 0.4108 loss_giou_0: 0.6051 loss_ce_1: 0.5183 loss_bbox_1: 0.2976 loss_giou_1: 0.4689 loss_ce_2: 0.456 loss_bbox_2: 0.2565 loss_giou_2: 0.4256 loss_ce_3: 0.4508 loss_bbox_3: 0.2434 loss_giou_3: 0.4163 loss_ce_4: 0.4454 loss_bbox_4: 0.2393 loss_giou_4: 0.41 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:41] d2.utils.events INFO: eta: 1 day, 8:36:55 iter: 31499 total_loss: 7.728 loss_ce: 0.4523 loss_bbox: 0.2654 loss_giou: 0.4229 loss_ce_0: 0.5993 loss_bbox_0: 0.4386 loss_giou_0: 0.6206 loss_ce_1: 0.5106 loss_bbox_1: 0.3086 loss_giou_1: 0.4812 loss_ce_2: 0.4748 loss_bbox_2: 0.2803 loss_giou_2: 0.4374 loss_ce_3: 0.453 loss_bbox_3: 0.2751 loss_giou_3: 0.4338 loss_ce_4: 0.4477 loss_bbox_4: 0.2656 loss_giou_4: 0.4255 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:47] d2.utils.events INFO: eta: 1 day, 8:37:36 iter: 31519 total_loss: 7.668 loss_ce: 0.4585 loss_bbox: 0.2626 loss_giou: 0.401 loss_ce_0: 0.6351 loss_bbox_0: 0.43 loss_giou_0: 0.6298 loss_ce_1: 0.5362 loss_bbox_1: 0.3128 loss_giou_1: 0.4771 loss_ce_2: 0.4835 loss_bbox_2: 0.2829 loss_giou_2: 0.4283 loss_ce_3: 0.4763 loss_bbox_3: 0.2639 loss_giou_3: 0.4041 loss_ce_4: 0.4603 loss_bbox_4: 0.2623 loss_giou_4: 0.3985 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:52] d2.utils.events INFO: eta: 1 day, 8:39:02 iter: 31539 total_loss: 7.701 loss_ce: 0.4674 loss_bbox: 0.2508 loss_giou: 0.4153 loss_ce_0: 0.6433 loss_bbox_0: 0.4391 loss_giou_0: 0.6495 loss_ce_1: 0.5287 loss_bbox_1: 0.3105 loss_giou_1: 0.4794 loss_ce_2: 0.486 loss_bbox_2: 0.2681 loss_giou_2: 0.4349 loss_ce_3: 0.4714 loss_bbox_3: 0.2613 loss_giou_3: 0.4214 loss_ce_4: 0.4687 loss_bbox_4: 0.2489 loss_giou_4: 0.4196 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 15:45:58] d2.utils.events INFO: eta: 1 day, 8:39:34 iter: 31559 total_loss: 7.755 loss_ce: 0.4605 loss_bbox: 0.2547 loss_giou: 0.4234 loss_ce_0: 0.6349 loss_bbox_0: 0.4251 loss_giou_0: 0.6557 loss_ce_1: 0.5217 loss_bbox_1: 0.3046 loss_giou_1: 0.493 loss_ce_2: 0.4907 loss_bbox_2: 0.2758 loss_giou_2: 0.4467 loss_ce_3: 0.4686 loss_bbox_3: 0.2654 loss_giou_3: 0.4397 loss_ce_4: 0.4684 loss_bbox_4: 0.2575 loss_giou_4: 0.4277 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:04] d2.utils.events INFO: eta: 1 day, 8:40:02 iter: 31579 total_loss: 7.274 loss_ce: 0.4178 loss_bbox: 0.2326 loss_giou: 0.4182 loss_ce_0: 0.6008 loss_bbox_0: 0.4031 loss_giou_0: 0.6237 loss_ce_1: 0.5051 loss_bbox_1: 0.2709 loss_giou_1: 0.4605 loss_ce_2: 0.4578 loss_bbox_2: 0.2432 loss_giou_2: 0.4209 loss_ce_3: 0.4163 loss_bbox_3: 0.239 loss_giou_3: 0.4228 loss_ce_4: 0.4099 loss_bbox_4: 0.2405 loss_giou_4: 0.423 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:10] d2.utils.events INFO: eta: 1 day, 8:40:22 iter: 31599 total_loss: 7.433 loss_ce: 0.4396 loss_bbox: 0.2432 loss_giou: 0.3835 loss_ce_0: 0.6162 loss_bbox_0: 0.4288 loss_giou_0: 0.6097 loss_ce_1: 0.5133 loss_bbox_1: 0.299 loss_giou_1: 0.4552 loss_ce_2: 0.4644 loss_bbox_2: 0.2651 loss_giou_2: 0.4102 loss_ce_3: 0.4366 loss_bbox_3: 0.2531 loss_giou_3: 0.3975 loss_ce_4: 0.4386 loss_bbox_4: 0.2439 loss_giou_4: 0.3885 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:15] d2.utils.events INFO: eta: 1 day, 8:40:25 iter: 31619 total_loss: 7.51 loss_ce: 0.4577 loss_bbox: 0.241 loss_giou: 0.4225 loss_ce_0: 0.6129 loss_bbox_0: 0.4165 loss_giou_0: 0.6388 loss_ce_1: 0.5305 loss_bbox_1: 0.2822 loss_giou_1: 0.4749 loss_ce_2: 0.474 loss_bbox_2: 0.2557 loss_giou_2: 0.4357 loss_ce_3: 0.4607 loss_bbox_3: 0.2477 loss_giou_3: 0.4202 loss_ce_4: 0.4552 loss_bbox_4: 0.2457 loss_giou_4: 0.4232 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:21] d2.utils.events INFO: eta: 1 day, 8:40:28 iter: 31639 total_loss: 7.717 loss_ce: 0.4908 loss_bbox: 0.2564 loss_giou: 0.4212 loss_ce_0: 0.6257 loss_bbox_0: 0.4111 loss_giou_0: 0.6366 loss_ce_1: 0.5464 loss_bbox_1: 0.2905 loss_giou_1: 0.4781 loss_ce_2: 0.503 loss_bbox_2: 0.27 loss_giou_2: 0.441 loss_ce_3: 0.4911 loss_bbox_3: 0.2606 loss_giou_3: 0.4298 loss_ce_4: 0.486 loss_bbox_4: 0.2555 loss_giou_4: 0.4221 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:27] d2.utils.events INFO: eta: 1 day, 8:40:35 iter: 31659 total_loss: 7.411 loss_ce: 0.4552 loss_bbox: 0.2543 loss_giou: 0.3848 loss_ce_0: 0.613 loss_bbox_0: 0.433 loss_giou_0: 0.5992 loss_ce_1: 0.5109 loss_bbox_1: 0.2994 loss_giou_1: 0.4407 loss_ce_2: 0.4886 loss_bbox_2: 0.2778 loss_giou_2: 0.418 loss_ce_3: 0.4667 loss_bbox_3: 0.2664 loss_giou_3: 0.3928 loss_ce_4: 0.4564 loss_bbox_4: 0.2561 loss_giou_4: 0.3864 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:32] d2.utils.events INFO: eta: 1 day, 8:40:57 iter: 31679 total_loss: 7.327 loss_ce: 0.4419 loss_bbox: 0.2316 loss_giou: 0.3957 loss_ce_0: 0.621 loss_bbox_0: 0.4057 loss_giou_0: 0.6013 loss_ce_1: 0.5128 loss_bbox_1: 0.2807 loss_giou_1: 0.4538 loss_ce_2: 0.4602 loss_bbox_2: 0.2458 loss_giou_2: 0.4196 loss_ce_3: 0.4452 loss_bbox_3: 0.2461 loss_giou_3: 0.4003 loss_ce_4: 0.4372 loss_bbox_4: 0.2374 loss_giou_4: 0.3927 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:38] d2.utils.events INFO: eta: 1 day, 8:40:21 iter: 31699 total_loss: 7.927 loss_ce: 0.4657 loss_bbox: 0.2624 loss_giou: 0.4309 loss_ce_0: 0.616 loss_bbox_0: 0.4126 loss_giou_0: 0.6635 loss_ce_1: 0.5083 loss_bbox_1: 0.3139 loss_giou_1: 0.5036 loss_ce_2: 0.481 loss_bbox_2: 0.2754 loss_giou_2: 0.4546 loss_ce_3: 0.458 loss_bbox_3: 0.2664 loss_giou_3: 0.4465 loss_ce_4: 0.4605 loss_bbox_4: 0.2651 loss_giou_4: 0.4338 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:44] d2.utils.events INFO: eta: 1 day, 8:42:06 iter: 31719 total_loss: 7.701 loss_ce: 0.4677 loss_bbox: 0.2574 loss_giou: 0.4316 loss_ce_0: 0.6296 loss_bbox_0: 0.4171 loss_giou_0: 0.6614 loss_ce_1: 0.5317 loss_bbox_1: 0.2936 loss_giou_1: 0.487 loss_ce_2: 0.4935 loss_bbox_2: 0.2677 loss_giou_2: 0.4469 loss_ce_3: 0.4735 loss_bbox_3: 0.2627 loss_giou_3: 0.4377 loss_ce_4: 0.4616 loss_bbox_4: 0.261 loss_giou_4: 0.4314 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:49] d2.utils.events INFO: eta: 1 day, 8:41:28 iter: 31739 total_loss: 7.245 loss_ce: 0.4531 loss_bbox: 0.2376 loss_giou: 0.3962 loss_ce_0: 0.6098 loss_bbox_0: 0.417 loss_giou_0: 0.6067 loss_ce_1: 0.5179 loss_bbox_1: 0.2851 loss_giou_1: 0.4504 loss_ce_2: 0.4872 loss_bbox_2: 0.2624 loss_giou_2: 0.4114 loss_ce_3: 0.4636 loss_bbox_3: 0.2519 loss_giou_3: 0.4 loss_ce_4: 0.4501 loss_bbox_4: 0.2441 loss_giou_4: 0.3981 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 15:46:55] d2.utils.events INFO: eta: 1 day, 8:40:49 iter: 31759 total_loss: 7.344 loss_ce: 0.4522 loss_bbox: 0.2413 loss_giou: 0.4143 loss_ce_0: 0.6246 loss_bbox_0: 0.4177 loss_giou_0: 0.6221 loss_ce_1: 0.5044 loss_bbox_1: 0.2923 loss_giou_1: 0.4633 loss_ce_2: 0.4631 loss_bbox_2: 0.2581 loss_giou_2: 0.4231 loss_ce_3: 0.4548 loss_bbox_3: 0.2446 loss_giou_3: 0.4172 loss_ce_4: 0.4464 loss_bbox_4: 0.2421 loss_giou_4: 0.4161 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:01] d2.utils.events INFO: eta: 1 day, 8:40:35 iter: 31779 total_loss: 7.815 loss_ce: 0.4611 loss_bbox: 0.2521 loss_giou: 0.4171 loss_ce_0: 0.6201 loss_bbox_0: 0.4111 loss_giou_0: 0.6599 loss_ce_1: 0.5245 loss_bbox_1: 0.3054 loss_giou_1: 0.4856 loss_ce_2: 0.4789 loss_bbox_2: 0.2716 loss_giou_2: 0.4357 loss_ce_3: 0.4528 loss_bbox_3: 0.2602 loss_giou_3: 0.4275 loss_ce_4: 0.4678 loss_bbox_4: 0.2573 loss_giou_4: 0.4127 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:06] d2.utils.events INFO: eta: 1 day, 8:40:00 iter: 31799 total_loss: 7.776 loss_ce: 0.4624 loss_bbox: 0.2663 loss_giou: 0.4504 loss_ce_0: 0.6102 loss_bbox_0: 0.4246 loss_giou_0: 0.673 loss_ce_1: 0.5221 loss_bbox_1: 0.3172 loss_giou_1: 0.5112 loss_ce_2: 0.485 loss_bbox_2: 0.2851 loss_giou_2: 0.4548 loss_ce_3: 0.47 loss_bbox_3: 0.2735 loss_giou_3: 0.4497 loss_ce_4: 0.4583 loss_bbox_4: 0.27 loss_giou_4: 0.4484 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:12] d2.utils.events INFO: eta: 1 day, 8:40:18 iter: 31819 total_loss: 7.453 loss_ce: 0.4321 loss_bbox: 0.2529 loss_giou: 0.4031 loss_ce_0: 0.6244 loss_bbox_0: 0.4225 loss_giou_0: 0.6259 loss_ce_1: 0.5129 loss_bbox_1: 0.3034 loss_giou_1: 0.4575 loss_ce_2: 0.4672 loss_bbox_2: 0.2722 loss_giou_2: 0.427 loss_ce_3: 0.4508 loss_bbox_3: 0.2596 loss_giou_3: 0.4118 loss_ce_4: 0.4364 loss_bbox_4: 0.2555 loss_giou_4: 0.403 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:18] d2.utils.events INFO: eta: 1 day, 8:41:20 iter: 31839 total_loss: 7.61 loss_ce: 0.4394 loss_bbox: 0.2455 loss_giou: 0.405 loss_ce_0: 0.5961 loss_bbox_0: 0.4382 loss_giou_0: 0.6065 loss_ce_1: 0.4868 loss_bbox_1: 0.2961 loss_giou_1: 0.4614 loss_ce_2: 0.4637 loss_bbox_2: 0.2631 loss_giou_2: 0.4229 loss_ce_3: 0.4325 loss_bbox_3: 0.2494 loss_giou_3: 0.4087 loss_ce_4: 0.4415 loss_bbox_4: 0.2454 loss_giou_4: 0.4049 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:23] d2.utils.events INFO: eta: 1 day, 8:40:18 iter: 31859 total_loss: 7.702 loss_ce: 0.4847 loss_bbox: 0.2532 loss_giou: 0.4172 loss_ce_0: 0.5971 loss_bbox_0: 0.4024 loss_giou_0: 0.6489 loss_ce_1: 0.5208 loss_bbox_1: 0.2832 loss_giou_1: 0.4876 loss_ce_2: 0.5031 loss_bbox_2: 0.2508 loss_giou_2: 0.4314 loss_ce_3: 0.4683 loss_bbox_3: 0.2538 loss_giou_3: 0.4221 loss_ce_4: 0.4722 loss_bbox_4: 0.2467 loss_giou_4: 0.4227 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:29] d2.utils.events INFO: eta: 1 day, 8:39:45 iter: 31879 total_loss: 8.009 loss_ce: 0.4809 loss_bbox: 0.2569 loss_giou: 0.4334 loss_ce_0: 0.6606 loss_bbox_0: 0.4408 loss_giou_0: 0.6464 loss_ce_1: 0.5464 loss_bbox_1: 0.308 loss_giou_1: 0.4938 loss_ce_2: 0.5151 loss_bbox_2: 0.2696 loss_giou_2: 0.4508 loss_ce_3: 0.5043 loss_bbox_3: 0.2574 loss_giou_3: 0.4381 loss_ce_4: 0.4881 loss_bbox_4: 0.2537 loss_giou_4: 0.4317 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:35] d2.utils.events INFO: eta: 1 day, 8:40:02 iter: 31899 total_loss: 7.294 loss_ce: 0.4475 loss_bbox: 0.2408 loss_giou: 0.3816 loss_ce_0: 0.6194 loss_bbox_0: 0.4073 loss_giou_0: 0.5943 loss_ce_1: 0.5189 loss_bbox_1: 0.2903 loss_giou_1: 0.435 loss_ce_2: 0.4871 loss_bbox_2: 0.2563 loss_giou_2: 0.3983 loss_ce_3: 0.4538 loss_bbox_3: 0.2491 loss_giou_3: 0.3924 loss_ce_4: 0.4452 loss_bbox_4: 0.2453 loss_giou_4: 0.384 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:41] d2.utils.events INFO: eta: 1 day, 8:40:51 iter: 31919 total_loss: 7.773 loss_ce: 0.4726 loss_bbox: 0.2547 loss_giou: 0.433 loss_ce_0: 0.6229 loss_bbox_0: 0.4216 loss_giou_0: 0.6169 loss_ce_1: 0.5202 loss_bbox_1: 0.3014 loss_giou_1: 0.4861 loss_ce_2: 0.5047 loss_bbox_2: 0.2681 loss_giou_2: 0.4486 loss_ce_3: 0.4855 loss_bbox_3: 0.2577 loss_giou_3: 0.4355 loss_ce_4: 0.4796 loss_bbox_4: 0.2506 loss_giou_4: 0.4335 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:46] d2.utils.events INFO: eta: 1 day, 8:39:44 iter: 31939 total_loss: 7.65 loss_ce: 0.4986 loss_bbox: 0.2299 loss_giou: 0.4098 loss_ce_0: 0.6443 loss_bbox_0: 0.4212 loss_giou_0: 0.6559 loss_ce_1: 0.5456 loss_bbox_1: 0.2922 loss_giou_1: 0.4804 loss_ce_2: 0.5043 loss_bbox_2: 0.2655 loss_giou_2: 0.4317 loss_ce_3: 0.4937 loss_bbox_3: 0.2456 loss_giou_3: 0.4232 loss_ce_4: 0.4932 loss_bbox_4: 0.2346 loss_giou_4: 0.4105 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:52] d2.utils.events INFO: eta: 1 day, 8:39:38 iter: 31959 total_loss: 7.209 loss_ce: 0.4449 loss_bbox: 0.2371 loss_giou: 0.4135 loss_ce_0: 0.6087 loss_bbox_0: 0.4181 loss_giou_0: 0.6459 loss_ce_1: 0.5169 loss_bbox_1: 0.2956 loss_giou_1: 0.4751 loss_ce_2: 0.4691 loss_bbox_2: 0.2565 loss_giou_2: 0.4408 loss_ce_3: 0.4517 loss_bbox_3: 0.2439 loss_giou_3: 0.423 loss_ce_4: 0.4503 loss_bbox_4: 0.2398 loss_giou_4: 0.4151 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 15:47:57] d2.utils.events INFO: eta: 1 day, 8:39:47 iter: 31979 total_loss: 7.603 loss_ce: 0.4914 loss_bbox: 0.2751 loss_giou: 0.41 loss_ce_0: 0.6422 loss_bbox_0: 0.4348 loss_giou_0: 0.6329 loss_ce_1: 0.55 loss_bbox_1: 0.3064 loss_giou_1: 0.4703 loss_ce_2: 0.51 loss_bbox_2: 0.2777 loss_giou_2: 0.4349 loss_ce_3: 0.4969 loss_bbox_3: 0.2762 loss_giou_3: 0.4188 loss_ce_4: 0.492 loss_bbox_4: 0.2715 loss_giou_4: 0.4124 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:03] d2.utils.events INFO: eta: 1 day, 8:40:49 iter: 31999 total_loss: 7.336 loss_ce: 0.446 loss_bbox: 0.2402 loss_giou: 0.3895 loss_ce_0: 0.6124 loss_bbox_0: 0.4183 loss_giou_0: 0.6132 loss_ce_1: 0.5079 loss_bbox_1: 0.2802 loss_giou_1: 0.4468 loss_ce_2: 0.4688 loss_bbox_2: 0.2521 loss_giou_2: 0.4074 loss_ce_3: 0.4468 loss_bbox_3: 0.2469 loss_giou_3: 0.394 loss_ce_4: 0.4449 loss_bbox_4: 0.2425 loss_giou_4: 0.3928 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:09] d2.utils.events INFO: eta: 1 day, 8:40:43 iter: 32019 total_loss: 7.745 loss_ce: 0.4751 loss_bbox: 0.2711 loss_giou: 0.455 loss_ce_0: 0.6169 loss_bbox_0: 0.4382 loss_giou_0: 0.6537 loss_ce_1: 0.5243 loss_bbox_1: 0.3201 loss_giou_1: 0.5043 loss_ce_2: 0.4982 loss_bbox_2: 0.289 loss_giou_2: 0.4685 loss_ce_3: 0.4846 loss_bbox_3: 0.2792 loss_giou_3: 0.4609 loss_ce_4: 0.478 loss_bbox_4: 0.2719 loss_giou_4: 0.4549 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:15] d2.utils.events INFO: eta: 1 day, 8:40:59 iter: 32039 total_loss: 7.592 loss_ce: 0.4733 loss_bbox: 0.2595 loss_giou: 0.4076 loss_ce_0: 0.6296 loss_bbox_0: 0.4454 loss_giou_0: 0.6201 loss_ce_1: 0.5389 loss_bbox_1: 0.3089 loss_giou_1: 0.4614 loss_ce_2: 0.5029 loss_bbox_2: 0.2672 loss_giou_2: 0.4198 loss_ce_3: 0.4771 loss_bbox_3: 0.2685 loss_giou_3: 0.4153 loss_ce_4: 0.4744 loss_bbox_4: 0.2576 loss_giou_4: 0.4136 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:20] d2.utils.events INFO: eta: 1 day, 8:40:44 iter: 32059 total_loss: 7.367 loss_ce: 0.4288 loss_bbox: 0.2311 loss_giou: 0.4003 loss_ce_0: 0.6132 loss_bbox_0: 0.4138 loss_giou_0: 0.601 loss_ce_1: 0.5121 loss_bbox_1: 0.2829 loss_giou_1: 0.4567 loss_ce_2: 0.4593 loss_bbox_2: 0.2488 loss_giou_2: 0.426 loss_ce_3: 0.4289 loss_bbox_3: 0.2426 loss_giou_3: 0.4125 loss_ce_4: 0.4256 loss_bbox_4: 0.2289 loss_giou_4: 0.4069 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:26] d2.utils.events INFO: eta: 1 day, 8:39:40 iter: 32079 total_loss: 7.262 loss_ce: 0.4638 loss_bbox: 0.2528 loss_giou: 0.4011 loss_ce_0: 0.617 loss_bbox_0: 0.4083 loss_giou_0: 0.5907 loss_ce_1: 0.5317 loss_bbox_1: 0.2945 loss_giou_1: 0.451 loss_ce_2: 0.4867 loss_bbox_2: 0.2648 loss_giou_2: 0.4161 loss_ce_3: 0.4606 loss_bbox_3: 0.2508 loss_giou_3: 0.4073 loss_ce_4: 0.4531 loss_bbox_4: 0.2487 loss_giou_4: 0.4038 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:32] d2.utils.events INFO: eta: 1 day, 8:40:21 iter: 32099 total_loss: 7.585 loss_ce: 0.4604 loss_bbox: 0.2385 loss_giou: 0.3963 loss_ce_0: 0.598 loss_bbox_0: 0.3814 loss_giou_0: 0.626 loss_ce_1: 0.5024 loss_bbox_1: 0.2937 loss_giou_1: 0.4716 loss_ce_2: 0.4701 loss_bbox_2: 0.2643 loss_giou_2: 0.4228 loss_ce_3: 0.4744 loss_bbox_3: 0.2517 loss_giou_3: 0.412 loss_ce_4: 0.4692 loss_bbox_4: 0.2448 loss_giou_4: 0.399 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:37] d2.utils.events INFO: eta: 1 day, 8:39:55 iter: 32119 total_loss: 7.229 loss_ce: 0.4487 loss_bbox: 0.2329 loss_giou: 0.4037 loss_ce_0: 0.6107 loss_bbox_0: 0.4047 loss_giou_0: 0.6079 loss_ce_1: 0.5268 loss_bbox_1: 0.2959 loss_giou_1: 0.4745 loss_ce_2: 0.4817 loss_bbox_2: 0.2581 loss_giou_2: 0.4239 loss_ce_3: 0.4425 loss_bbox_3: 0.2482 loss_giou_3: 0.4116 loss_ce_4: 0.4425 loss_bbox_4: 0.2355 loss_giou_4: 0.4015 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:43] d2.utils.events INFO: eta: 1 day, 8:38:59 iter: 32139 total_loss: 7.368 loss_ce: 0.4345 loss_bbox: 0.2459 loss_giou: 0.418 loss_ce_0: 0.6089 loss_bbox_0: 0.3945 loss_giou_0: 0.6238 loss_ce_1: 0.4953 loss_bbox_1: 0.2827 loss_giou_1: 0.469 loss_ce_2: 0.4654 loss_bbox_2: 0.2586 loss_giou_2: 0.4342 loss_ce_3: 0.4474 loss_bbox_3: 0.2525 loss_giou_3: 0.4181 loss_ce_4: 0.4421 loss_bbox_4: 0.2469 loss_giou_4: 0.4189 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:49] d2.utils.events INFO: eta: 1 day, 8:38:40 iter: 32159 total_loss: 7.834 loss_ce: 0.4703 loss_bbox: 0.2573 loss_giou: 0.4243 loss_ce_0: 0.6335 loss_bbox_0: 0.4287 loss_giou_0: 0.6451 loss_ce_1: 0.5232 loss_bbox_1: 0.3081 loss_giou_1: 0.4955 loss_ce_2: 0.4764 loss_bbox_2: 0.2757 loss_giou_2: 0.4517 loss_ce_3: 0.4714 loss_bbox_3: 0.2632 loss_giou_3: 0.4351 loss_ce_4: 0.4727 loss_bbox_4: 0.26 loss_giou_4: 0.4315 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 15:48:54] d2.utils.events INFO: eta: 1 day, 8:37:34 iter: 32179 total_loss: 7.456 loss_ce: 0.4653 loss_bbox: 0.2454 loss_giou: 0.4094 loss_ce_0: 0.6317 loss_bbox_0: 0.3988 loss_giou_0: 0.6334 loss_ce_1: 0.5241 loss_bbox_1: 0.2787 loss_giou_1: 0.4754 loss_ce_2: 0.4842 loss_bbox_2: 0.2546 loss_giou_2: 0.4391 loss_ce_3: 0.466 loss_bbox_3: 0.2446 loss_giou_3: 0.4157 loss_ce_4: 0.4683 loss_bbox_4: 0.2463 loss_giou_4: 0.4111 time: 0.2802 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:00] d2.utils.events INFO: eta: 1 day, 8:37:29 iter: 32199 total_loss: 7.332 loss_ce: 0.4299 loss_bbox: 0.2408 loss_giou: 0.3878 loss_ce_0: 0.5843 loss_bbox_0: 0.4107 loss_giou_0: 0.6086 loss_ce_1: 0.4951 loss_bbox_1: 0.2873 loss_giou_1: 0.4579 loss_ce_2: 0.4411 loss_bbox_2: 0.2515 loss_giou_2: 0.4139 loss_ce_3: 0.4379 loss_bbox_3: 0.2471 loss_giou_3: 0.3967 loss_ce_4: 0.4309 loss_bbox_4: 0.242 loss_giou_4: 0.3904 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:06] d2.utils.events INFO: eta: 1 day, 8:37:18 iter: 32219 total_loss: 7.359 loss_ce: 0.4445 loss_bbox: 0.2479 loss_giou: 0.3914 loss_ce_0: 0.5944 loss_bbox_0: 0.4073 loss_giou_0: 0.571 loss_ce_1: 0.5219 loss_bbox_1: 0.2785 loss_giou_1: 0.431 loss_ce_2: 0.4805 loss_bbox_2: 0.2517 loss_giou_2: 0.4031 loss_ce_3: 0.4479 loss_bbox_3: 0.2491 loss_giou_3: 0.3968 loss_ce_4: 0.4462 loss_bbox_4: 0.2423 loss_giou_4: 0.3953 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:11] d2.utils.events INFO: eta: 1 day, 8:37:01 iter: 32239 total_loss: 7.531 loss_ce: 0.4602 loss_bbox: 0.2596 loss_giou: 0.4094 loss_ce_0: 0.6302 loss_bbox_0: 0.4176 loss_giou_0: 0.5985 loss_ce_1: 0.5331 loss_bbox_1: 0.3016 loss_giou_1: 0.4594 loss_ce_2: 0.5042 loss_bbox_2: 0.2718 loss_giou_2: 0.4178 loss_ce_3: 0.4613 loss_bbox_3: 0.2577 loss_giou_3: 0.4102 loss_ce_4: 0.4617 loss_bbox_4: 0.2564 loss_giou_4: 0.4043 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:17] d2.utils.events INFO: eta: 1 day, 8:36:42 iter: 32259 total_loss: 7.586 loss_ce: 0.4677 loss_bbox: 0.2459 loss_giou: 0.4073 loss_ce_0: 0.6151 loss_bbox_0: 0.4099 loss_giou_0: 0.6051 loss_ce_1: 0.5104 loss_bbox_1: 0.2909 loss_giou_1: 0.4657 loss_ce_2: 0.484 loss_bbox_2: 0.2594 loss_giou_2: 0.4173 loss_ce_3: 0.4709 loss_bbox_3: 0.2489 loss_giou_3: 0.4147 loss_ce_4: 0.4734 loss_bbox_4: 0.2436 loss_giou_4: 0.407 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:23] d2.utils.events INFO: eta: 1 day, 8:37:21 iter: 32279 total_loss: 7.646 loss_ce: 0.4519 loss_bbox: 0.239 loss_giou: 0.4372 loss_ce_0: 0.6335 loss_bbox_0: 0.4027 loss_giou_0: 0.6733 loss_ce_1: 0.5109 loss_bbox_1: 0.2837 loss_giou_1: 0.506 loss_ce_2: 0.4793 loss_bbox_2: 0.2516 loss_giou_2: 0.4559 loss_ce_3: 0.4556 loss_bbox_3: 0.2449 loss_giou_3: 0.4493 loss_ce_4: 0.4475 loss_bbox_4: 0.2398 loss_giou_4: 0.4372 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:28] d2.utils.events INFO: eta: 1 day, 8:36:56 iter: 32299 total_loss: 7.524 loss_ce: 0.4287 loss_bbox: 0.2472 loss_giou: 0.3995 loss_ce_0: 0.6086 loss_bbox_0: 0.4215 loss_giou_0: 0.6181 loss_ce_1: 0.5111 loss_bbox_1: 0.2946 loss_giou_1: 0.4588 loss_ce_2: 0.4758 loss_bbox_2: 0.2697 loss_giou_2: 0.4201 loss_ce_3: 0.4544 loss_bbox_3: 0.252 loss_giou_3: 0.4061 loss_ce_4: 0.4383 loss_bbox_4: 0.2468 loss_giou_4: 0.4065 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:34] d2.utils.events INFO: eta: 1 day, 8:37:00 iter: 32319 total_loss: 7.814 loss_ce: 0.4567 loss_bbox: 0.2765 loss_giou: 0.4297 loss_ce_0: 0.6228 loss_bbox_0: 0.4375 loss_giou_0: 0.6277 loss_ce_1: 0.5372 loss_bbox_1: 0.323 loss_giou_1: 0.4866 loss_ce_2: 0.4821 loss_bbox_2: 0.3015 loss_giou_2: 0.4534 loss_ce_3: 0.4637 loss_bbox_3: 0.2825 loss_giou_3: 0.44 loss_ce_4: 0.4584 loss_bbox_4: 0.2772 loss_giou_4: 0.435 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:40] d2.utils.events INFO: eta: 1 day, 8:37:01 iter: 32339 total_loss: 7.473 loss_ce: 0.4368 loss_bbox: 0.259 loss_giou: 0.4021 loss_ce_0: 0.6164 loss_bbox_0: 0.4334 loss_giou_0: 0.6106 loss_ce_1: 0.5031 loss_bbox_1: 0.3143 loss_giou_1: 0.467 loss_ce_2: 0.4575 loss_bbox_2: 0.2882 loss_giou_2: 0.4185 loss_ce_3: 0.4412 loss_bbox_3: 0.2699 loss_giou_3: 0.4033 loss_ce_4: 0.4305 loss_bbox_4: 0.2617 loss_giou_4: 0.4017 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:45] d2.utils.events INFO: eta: 1 day, 8:36:49 iter: 32359 total_loss: 7.459 loss_ce: 0.4726 loss_bbox: 0.2588 loss_giou: 0.3923 loss_ce_0: 0.6244 loss_bbox_0: 0.4166 loss_giou_0: 0.5903 loss_ce_1: 0.5318 loss_bbox_1: 0.3063 loss_giou_1: 0.4456 loss_ce_2: 0.4956 loss_bbox_2: 0.2778 loss_giou_2: 0.416 loss_ce_3: 0.47 loss_bbox_3: 0.269 loss_giou_3: 0.4126 loss_ce_4: 0.4733 loss_bbox_4: 0.2664 loss_giou_4: 0.3998 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:51] d2.utils.events INFO: eta: 1 day, 8:37:04 iter: 32379 total_loss: 7.426 loss_ce: 0.4415 loss_bbox: 0.2491 loss_giou: 0.4274 loss_ce_0: 0.6208 loss_bbox_0: 0.3998 loss_giou_0: 0.6503 loss_ce_1: 0.5064 loss_bbox_1: 0.2918 loss_giou_1: 0.4943 loss_ce_2: 0.4699 loss_bbox_2: 0.2583 loss_giou_2: 0.446 loss_ce_3: 0.4524 loss_bbox_3: 0.2607 loss_giou_3: 0.4343 loss_ce_4: 0.4399 loss_bbox_4: 0.2564 loss_giou_4: 0.4274 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 15:49:57] d2.utils.events INFO: eta: 1 day, 8:37:04 iter: 32399 total_loss: 7.443 loss_ce: 0.4711 loss_bbox: 0.238 loss_giou: 0.4081 loss_ce_0: 0.6077 loss_bbox_0: 0.4346 loss_giou_0: 0.6368 loss_ce_1: 0.5326 loss_bbox_1: 0.2905 loss_giou_1: 0.4787 loss_ce_2: 0.497 loss_bbox_2: 0.2522 loss_giou_2: 0.4325 loss_ce_3: 0.4689 loss_bbox_3: 0.246 loss_giou_3: 0.425 loss_ce_4: 0.4681 loss_bbox_4: 0.2431 loss_giou_4: 0.415 time: 0.2802 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:03] d2.utils.events INFO: eta: 1 day, 8:37:18 iter: 32419 total_loss: 7.542 loss_ce: 0.4543 loss_bbox: 0.2486 loss_giou: 0.4137 loss_ce_0: 0.6075 loss_bbox_0: 0.4114 loss_giou_0: 0.6141 loss_ce_1: 0.5307 loss_bbox_1: 0.2962 loss_giou_1: 0.4773 loss_ce_2: 0.4872 loss_bbox_2: 0.2628 loss_giou_2: 0.4304 loss_ce_3: 0.4651 loss_bbox_3: 0.2567 loss_giou_3: 0.4195 loss_ce_4: 0.4537 loss_bbox_4: 0.2506 loss_giou_4: 0.4103 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:08] d2.utils.events INFO: eta: 1 day, 8:37:23 iter: 32439 total_loss: 7.698 loss_ce: 0.4699 loss_bbox: 0.2462 loss_giou: 0.4356 loss_ce_0: 0.6303 loss_bbox_0: 0.4008 loss_giou_0: 0.6255 loss_ce_1: 0.5282 loss_bbox_1: 0.2855 loss_giou_1: 0.4754 loss_ce_2: 0.5031 loss_bbox_2: 0.2654 loss_giou_2: 0.4445 loss_ce_3: 0.4807 loss_bbox_3: 0.2556 loss_giou_3: 0.4323 loss_ce_4: 0.4749 loss_bbox_4: 0.2476 loss_giou_4: 0.4306 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:14] d2.utils.events INFO: eta: 1 day, 8:37:17 iter: 32459 total_loss: 7.392 loss_ce: 0.4573 loss_bbox: 0.2248 loss_giou: 0.3975 loss_ce_0: 0.6307 loss_bbox_0: 0.4018 loss_giou_0: 0.6134 loss_ce_1: 0.5276 loss_bbox_1: 0.2696 loss_giou_1: 0.4628 loss_ce_2: 0.4815 loss_bbox_2: 0.2394 loss_giou_2: 0.4148 loss_ce_3: 0.4721 loss_bbox_3: 0.231 loss_giou_3: 0.4069 loss_ce_4: 0.4599 loss_bbox_4: 0.2261 loss_giou_4: 0.4019 time: 0.2802 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:20] d2.utils.events INFO: eta: 1 day, 8:37:20 iter: 32479 total_loss: 7.371 loss_ce: 0.4751 loss_bbox: 0.2299 loss_giou: 0.3972 loss_ce_0: 0.6089 loss_bbox_0: 0.4036 loss_giou_0: 0.6148 loss_ce_1: 0.5189 loss_bbox_1: 0.2806 loss_giou_1: 0.4722 loss_ce_2: 0.4799 loss_bbox_2: 0.248 loss_giou_2: 0.417 loss_ce_3: 0.4736 loss_bbox_3: 0.2401 loss_giou_3: 0.4113 loss_ce_4: 0.4758 loss_bbox_4: 0.2325 loss_giou_4: 0.3993 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:25] d2.utils.events INFO: eta: 1 day, 8:37:34 iter: 32499 total_loss: 7.571 loss_ce: 0.451 loss_bbox: 0.2495 loss_giou: 0.3993 loss_ce_0: 0.6035 loss_bbox_0: 0.4244 loss_giou_0: 0.5989 loss_ce_1: 0.5105 loss_bbox_1: 0.2884 loss_giou_1: 0.4726 loss_ce_2: 0.4743 loss_bbox_2: 0.2609 loss_giou_2: 0.4245 loss_ce_3: 0.4596 loss_bbox_3: 0.2538 loss_giou_3: 0.4141 loss_ce_4: 0.4478 loss_bbox_4: 0.2515 loss_giou_4: 0.4036 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:31] d2.utils.events INFO: eta: 1 day, 8:37:28 iter: 32519 total_loss: 7.633 loss_ce: 0.4414 loss_bbox: 0.2494 loss_giou: 0.4268 loss_ce_0: 0.6151 loss_bbox_0: 0.4185 loss_giou_0: 0.6641 loss_ce_1: 0.5197 loss_bbox_1: 0.2945 loss_giou_1: 0.4951 loss_ce_2: 0.4725 loss_bbox_2: 0.264 loss_giou_2: 0.446 loss_ce_3: 0.4447 loss_bbox_3: 0.2587 loss_giou_3: 0.4388 loss_ce_4: 0.4387 loss_bbox_4: 0.2485 loss_giou_4: 0.4299 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:37] d2.utils.events INFO: eta: 1 day, 8:37:03 iter: 32539 total_loss: 7.653 loss_ce: 0.4878 loss_bbox: 0.258 loss_giou: 0.3908 loss_ce_0: 0.6356 loss_bbox_0: 0.4286 loss_giou_0: 0.6098 loss_ce_1: 0.539 loss_bbox_1: 0.3059 loss_giou_1: 0.4511 loss_ce_2: 0.5098 loss_bbox_2: 0.2684 loss_giou_2: 0.4236 loss_ce_3: 0.5003 loss_bbox_3: 0.264 loss_giou_3: 0.4045 loss_ce_4: 0.4932 loss_bbox_4: 0.2559 loss_giou_4: 0.3947 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:42] d2.utils.events INFO: eta: 1 day, 8:36:55 iter: 32559 total_loss: 7.649 loss_ce: 0.4768 loss_bbox: 0.2389 loss_giou: 0.4363 loss_ce_0: 0.6142 loss_bbox_0: 0.3928 loss_giou_0: 0.6505 loss_ce_1: 0.54 loss_bbox_1: 0.2861 loss_giou_1: 0.49 loss_ce_2: 0.505 loss_bbox_2: 0.2626 loss_giou_2: 0.4465 loss_ce_3: 0.4829 loss_bbox_3: 0.2481 loss_giou_3: 0.4434 loss_ce_4: 0.4764 loss_bbox_4: 0.239 loss_giou_4: 0.4442 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:48] d2.utils.events INFO: eta: 1 day, 8:36:49 iter: 32579 total_loss: 7.593 loss_ce: 0.4838 loss_bbox: 0.2567 loss_giou: 0.4216 loss_ce_0: 0.6182 loss_bbox_0: 0.4204 loss_giou_0: 0.6204 loss_ce_1: 0.5227 loss_bbox_1: 0.3014 loss_giou_1: 0.4754 loss_ce_2: 0.4961 loss_bbox_2: 0.2745 loss_giou_2: 0.4461 loss_ce_3: 0.4814 loss_bbox_3: 0.2717 loss_giou_3: 0.4333 loss_ce_4: 0.4847 loss_bbox_4: 0.2638 loss_giou_4: 0.4275 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:54] d2.utils.events INFO: eta: 1 day, 8:36:43 iter: 32599 total_loss: 7.539 loss_ce: 0.4698 loss_bbox: 0.2523 loss_giou: 0.4193 loss_ce_0: 0.6452 loss_bbox_0: 0.4264 loss_giou_0: 0.6191 loss_ce_1: 0.5422 loss_bbox_1: 0.2979 loss_giou_1: 0.4673 loss_ce_2: 0.4956 loss_bbox_2: 0.2605 loss_giou_2: 0.4266 loss_ce_3: 0.4721 loss_bbox_3: 0.2542 loss_giou_3: 0.4205 loss_ce_4: 0.4653 loss_bbox_4: 0.2549 loss_giou_4: 0.4201 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 15:50:59] d2.utils.events INFO: eta: 1 day, 8:36:22 iter: 32619 total_loss: 7.43 loss_ce: 0.4482 loss_bbox: 0.2448 loss_giou: 0.4185 loss_ce_0: 0.6098 loss_bbox_0: 0.4002 loss_giou_0: 0.6243 loss_ce_1: 0.5189 loss_bbox_1: 0.2795 loss_giou_1: 0.4802 loss_ce_2: 0.4821 loss_bbox_2: 0.2572 loss_giou_2: 0.4333 loss_ce_3: 0.4564 loss_bbox_3: 0.2431 loss_giou_3: 0.425 loss_ce_4: 0.4496 loss_bbox_4: 0.2429 loss_giou_4: 0.4163 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:05] d2.utils.events INFO: eta: 1 day, 8:36:01 iter: 32639 total_loss: 7.32 loss_ce: 0.4376 loss_bbox: 0.2302 loss_giou: 0.4013 loss_ce_0: 0.5874 loss_bbox_0: 0.391 loss_giou_0: 0.6233 loss_ce_1: 0.5026 loss_bbox_1: 0.2771 loss_giou_1: 0.455 loss_ce_2: 0.4566 loss_bbox_2: 0.2499 loss_giou_2: 0.427 loss_ce_3: 0.4354 loss_bbox_3: 0.2433 loss_giou_3: 0.4082 loss_ce_4: 0.4346 loss_bbox_4: 0.2406 loss_giou_4: 0.4004 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:11] d2.utils.events INFO: eta: 1 day, 8:35:51 iter: 32659 total_loss: 7.328 loss_ce: 0.442 loss_bbox: 0.252 loss_giou: 0.4108 loss_ce_0: 0.6182 loss_bbox_0: 0.4001 loss_giou_0: 0.6393 loss_ce_1: 0.5014 loss_bbox_1: 0.2762 loss_giou_1: 0.4801 loss_ce_2: 0.4589 loss_bbox_2: 0.2502 loss_giou_2: 0.4287 loss_ce_3: 0.4422 loss_bbox_3: 0.2516 loss_giou_3: 0.4164 loss_ce_4: 0.441 loss_bbox_4: 0.2511 loss_giou_4: 0.4107 time: 0.2802 data_time: 0.0350 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:16] d2.utils.events INFO: eta: 1 day, 8:34:52 iter: 32679 total_loss: 7.414 loss_ce: 0.4702 loss_bbox: 0.2417 loss_giou: 0.4153 loss_ce_0: 0.6187 loss_bbox_0: 0.4108 loss_giou_0: 0.6268 loss_ce_1: 0.5265 loss_bbox_1: 0.2852 loss_giou_1: 0.4746 loss_ce_2: 0.4892 loss_bbox_2: 0.2621 loss_giou_2: 0.4342 loss_ce_3: 0.4726 loss_bbox_3: 0.2564 loss_giou_3: 0.4231 loss_ce_4: 0.466 loss_bbox_4: 0.2489 loss_giou_4: 0.4176 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:22] d2.utils.events INFO: eta: 1 day, 8:35:22 iter: 32699 total_loss: 7.504 loss_ce: 0.4458 loss_bbox: 0.2523 loss_giou: 0.4122 loss_ce_0: 0.5844 loss_bbox_0: 0.4157 loss_giou_0: 0.6232 loss_ce_1: 0.4977 loss_bbox_1: 0.2937 loss_giou_1: 0.4774 loss_ce_2: 0.464 loss_bbox_2: 0.2659 loss_giou_2: 0.4409 loss_ce_3: 0.443 loss_bbox_3: 0.2643 loss_giou_3: 0.4227 loss_ce_4: 0.4477 loss_bbox_4: 0.2546 loss_giou_4: 0.418 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:28] d2.utils.events INFO: eta: 1 day, 8:34:30 iter: 32719 total_loss: 7.669 loss_ce: 0.4637 loss_bbox: 0.2504 loss_giou: 0.4333 loss_ce_0: 0.6178 loss_bbox_0: 0.4096 loss_giou_0: 0.6701 loss_ce_1: 0.518 loss_bbox_1: 0.2938 loss_giou_1: 0.4938 loss_ce_2: 0.4799 loss_bbox_2: 0.2654 loss_giou_2: 0.456 loss_ce_3: 0.4664 loss_bbox_3: 0.2538 loss_giou_3: 0.4416 loss_ce_4: 0.4643 loss_bbox_4: 0.2496 loss_giou_4: 0.4362 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:33] d2.utils.events INFO: eta: 1 day, 8:33:55 iter: 32739 total_loss: 7.318 loss_ce: 0.4427 loss_bbox: 0.2483 loss_giou: 0.3946 loss_ce_0: 0.613 loss_bbox_0: 0.4304 loss_giou_0: 0.6294 loss_ce_1: 0.5188 loss_bbox_1: 0.2923 loss_giou_1: 0.4646 loss_ce_2: 0.4813 loss_bbox_2: 0.258 loss_giou_2: 0.42 loss_ce_3: 0.4524 loss_bbox_3: 0.2516 loss_giou_3: 0.4082 loss_ce_4: 0.4497 loss_bbox_4: 0.2472 loss_giou_4: 0.3961 time: 0.2802 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:39] d2.utils.events INFO: eta: 1 day, 8:34:37 iter: 32759 total_loss: 7.686 loss_ce: 0.4485 loss_bbox: 0.2483 loss_giou: 0.428 loss_ce_0: 0.6247 loss_bbox_0: 0.4176 loss_giou_0: 0.6525 loss_ce_1: 0.5284 loss_bbox_1: 0.2867 loss_giou_1: 0.4915 loss_ce_2: 0.48 loss_bbox_2: 0.2577 loss_giou_2: 0.4616 loss_ce_3: 0.4621 loss_bbox_3: 0.2503 loss_giou_3: 0.443 loss_ce_4: 0.4568 loss_bbox_4: 0.2463 loss_giou_4: 0.4338 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:45] d2.utils.events INFO: eta: 1 day, 8:34:31 iter: 32779 total_loss: 7.577 loss_ce: 0.4567 loss_bbox: 0.2377 loss_giou: 0.3865 loss_ce_0: 0.6075 loss_bbox_0: 0.4009 loss_giou_0: 0.6183 loss_ce_1: 0.5005 loss_bbox_1: 0.2769 loss_giou_1: 0.4578 loss_ce_2: 0.4826 loss_bbox_2: 0.2438 loss_giou_2: 0.4111 loss_ce_3: 0.4627 loss_bbox_3: 0.2351 loss_giou_3: 0.3922 loss_ce_4: 0.4508 loss_bbox_4: 0.235 loss_giou_4: 0.3878 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:50] d2.utils.events INFO: eta: 1 day, 8:34:47 iter: 32799 total_loss: 7.628 loss_ce: 0.4453 loss_bbox: 0.2427 loss_giou: 0.4296 loss_ce_0: 0.6113 loss_bbox_0: 0.4147 loss_giou_0: 0.6522 loss_ce_1: 0.5161 loss_bbox_1: 0.2787 loss_giou_1: 0.4879 loss_ce_2: 0.4714 loss_bbox_2: 0.2492 loss_giou_2: 0.4538 loss_ce_3: 0.4528 loss_bbox_3: 0.247 loss_giou_3: 0.4347 loss_ce_4: 0.4464 loss_bbox_4: 0.2424 loss_giou_4: 0.4342 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 15:51:56] d2.utils.events INFO: eta: 1 day, 8:34:46 iter: 32819 total_loss: 7.524 loss_ce: 0.4252 loss_bbox: 0.2614 loss_giou: 0.4203 loss_ce_0: 0.6005 loss_bbox_0: 0.4082 loss_giou_0: 0.6296 loss_ce_1: 0.5162 loss_bbox_1: 0.2861 loss_giou_1: 0.485 loss_ce_2: 0.4713 loss_bbox_2: 0.2624 loss_giou_2: 0.4416 loss_ce_3: 0.4413 loss_bbox_3: 0.2635 loss_giou_3: 0.428 loss_ce_4: 0.4315 loss_bbox_4: 0.2623 loss_giou_4: 0.425 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:02] d2.utils.events INFO: eta: 1 day, 8:34:32 iter: 32839 total_loss: 6.954 loss_ce: 0.4341 loss_bbox: 0.2362 loss_giou: 0.397 loss_ce_0: 0.5935 loss_bbox_0: 0.4084 loss_giou_0: 0.6031 loss_ce_1: 0.5001 loss_bbox_1: 0.2774 loss_giou_1: 0.4472 loss_ce_2: 0.4536 loss_bbox_2: 0.2499 loss_giou_2: 0.4116 loss_ce_3: 0.4386 loss_bbox_3: 0.2386 loss_giou_3: 0.4 loss_ce_4: 0.4335 loss_bbox_4: 0.2419 loss_giou_4: 0.3978 time: 0.2802 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:07] d2.utils.events INFO: eta: 1 day, 8:34:37 iter: 32859 total_loss: 7.572 loss_ce: 0.4704 loss_bbox: 0.2519 loss_giou: 0.4116 loss_ce_0: 0.6386 loss_bbox_0: 0.4138 loss_giou_0: 0.6225 loss_ce_1: 0.5433 loss_bbox_1: 0.2907 loss_giou_1: 0.4825 loss_ce_2: 0.4991 loss_bbox_2: 0.2611 loss_giou_2: 0.4383 loss_ce_3: 0.4914 loss_bbox_3: 0.2511 loss_giou_3: 0.419 loss_ce_4: 0.4731 loss_bbox_4: 0.2499 loss_giou_4: 0.414 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:13] d2.utils.events INFO: eta: 1 day, 8:34:21 iter: 32879 total_loss: 7.726 loss_ce: 0.4649 loss_bbox: 0.2616 loss_giou: 0.4117 loss_ce_0: 0.6258 loss_bbox_0: 0.432 loss_giou_0: 0.6268 loss_ce_1: 0.5348 loss_bbox_1: 0.3021 loss_giou_1: 0.4744 loss_ce_2: 0.4946 loss_bbox_2: 0.2728 loss_giou_2: 0.4323 loss_ce_3: 0.4793 loss_bbox_3: 0.268 loss_giou_3: 0.4187 loss_ce_4: 0.4768 loss_bbox_4: 0.2516 loss_giou_4: 0.411 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:19] d2.utils.events INFO: eta: 1 day, 8:33:01 iter: 32899 total_loss: 7.491 loss_ce: 0.4594 loss_bbox: 0.2486 loss_giou: 0.402 loss_ce_0: 0.6036 loss_bbox_0: 0.3993 loss_giou_0: 0.6032 loss_ce_1: 0.5065 loss_bbox_1: 0.2972 loss_giou_1: 0.4573 loss_ce_2: 0.4731 loss_bbox_2: 0.2613 loss_giou_2: 0.4146 loss_ce_3: 0.4564 loss_bbox_3: 0.2495 loss_giou_3: 0.4062 loss_ce_4: 0.459 loss_bbox_4: 0.2493 loss_giou_4: 0.4036 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:24] d2.utils.events INFO: eta: 1 day, 8:32:27 iter: 32919 total_loss: 7.317 loss_ce: 0.4478 loss_bbox: 0.234 loss_giou: 0.4135 loss_ce_0: 0.6019 loss_bbox_0: 0.4085 loss_giou_0: 0.6212 loss_ce_1: 0.5234 loss_bbox_1: 0.2841 loss_giou_1: 0.468 loss_ce_2: 0.4717 loss_bbox_2: 0.2515 loss_giou_2: 0.433 loss_ce_3: 0.4515 loss_bbox_3: 0.2381 loss_giou_3: 0.4186 loss_ce_4: 0.4545 loss_bbox_4: 0.2351 loss_giou_4: 0.4135 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:30] d2.utils.events INFO: eta: 1 day, 8:33:28 iter: 32939 total_loss: 7.403 loss_ce: 0.4535 loss_bbox: 0.2498 loss_giou: 0.4243 loss_ce_0: 0.5939 loss_bbox_0: 0.4232 loss_giou_0: 0.6131 loss_ce_1: 0.5175 loss_bbox_1: 0.2869 loss_giou_1: 0.4709 loss_ce_2: 0.484 loss_bbox_2: 0.2591 loss_giou_2: 0.435 loss_ce_3: 0.4575 loss_bbox_3: 0.2564 loss_giou_3: 0.4285 loss_ce_4: 0.4533 loss_bbox_4: 0.2497 loss_giou_4: 0.4204 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:36] d2.utils.events INFO: eta: 1 day, 8:33:41 iter: 32959 total_loss: 7.45 loss_ce: 0.4668 loss_bbox: 0.2434 loss_giou: 0.4081 loss_ce_0: 0.6249 loss_bbox_0: 0.4107 loss_giou_0: 0.6436 loss_ce_1: 0.5271 loss_bbox_1: 0.2827 loss_giou_1: 0.4674 loss_ce_2: 0.4987 loss_bbox_2: 0.2633 loss_giou_2: 0.4216 loss_ce_3: 0.4872 loss_bbox_3: 0.254 loss_giou_3: 0.4116 loss_ce_4: 0.4741 loss_bbox_4: 0.2466 loss_giou_4: 0.4063 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:42] d2.utils.events INFO: eta: 1 day, 8:33:48 iter: 32979 total_loss: 7.224 loss_ce: 0.4563 loss_bbox: 0.2393 loss_giou: 0.3904 loss_ce_0: 0.605 loss_bbox_0: 0.4225 loss_giou_0: 0.6136 loss_ce_1: 0.5258 loss_bbox_1: 0.2873 loss_giou_1: 0.4707 loss_ce_2: 0.4911 loss_bbox_2: 0.2498 loss_giou_2: 0.4216 loss_ce_3: 0.4629 loss_bbox_3: 0.2473 loss_giou_3: 0.4054 loss_ce_4: 0.4558 loss_bbox_4: 0.2416 loss_giou_4: 0.3924 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:47] d2.utils.events INFO: eta: 1 day, 8:33:51 iter: 32999 total_loss: 7.665 loss_ce: 0.467 loss_bbox: 0.2556 loss_giou: 0.4196 loss_ce_0: 0.6218 loss_bbox_0: 0.4233 loss_giou_0: 0.6386 loss_ce_1: 0.525 loss_bbox_1: 0.2923 loss_giou_1: 0.4798 loss_ce_2: 0.4938 loss_bbox_2: 0.2667 loss_giou_2: 0.4347 loss_ce_3: 0.4653 loss_bbox_3: 0.2579 loss_giou_3: 0.4262 loss_ce_4: 0.4715 loss_bbox_4: 0.2558 loss_giou_4: 0.4207 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:53] d2.utils.events INFO: eta: 1 day, 8:33:52 iter: 33019 total_loss: 7.647 loss_ce: 0.4686 loss_bbox: 0.2558 loss_giou: 0.4204 loss_ce_0: 0.6359 loss_bbox_0: 0.4272 loss_giou_0: 0.6637 loss_ce_1: 0.5477 loss_bbox_1: 0.3024 loss_giou_1: 0.4949 loss_ce_2: 0.4973 loss_bbox_2: 0.2702 loss_giou_2: 0.4433 loss_ce_3: 0.4689 loss_bbox_3: 0.2627 loss_giou_3: 0.4372 loss_ce_4: 0.4647 loss_bbox_4: 0.263 loss_giou_4: 0.4253 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 15:52:59] d2.utils.events INFO: eta: 1 day, 8:33:44 iter: 33039 total_loss: 7.393 loss_ce: 0.4408 loss_bbox: 0.2616 loss_giou: 0.3999 loss_ce_0: 0.6088 loss_bbox_0: 0.4341 loss_giou_0: 0.6123 loss_ce_1: 0.505 loss_bbox_1: 0.3071 loss_giou_1: 0.4679 loss_ce_2: 0.4585 loss_bbox_2: 0.2707 loss_giou_2: 0.4227 loss_ce_3: 0.4482 loss_bbox_3: 0.2714 loss_giou_3: 0.4084 loss_ce_4: 0.4404 loss_bbox_4: 0.2647 loss_giou_4: 0.4047 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:04] d2.utils.events INFO: eta: 1 day, 8:33:27 iter: 33059 total_loss: 7.452 loss_ce: 0.4831 loss_bbox: 0.2403 loss_giou: 0.395 loss_ce_0: 0.6391 loss_bbox_0: 0.411 loss_giou_0: 0.5983 loss_ce_1: 0.5324 loss_bbox_1: 0.2926 loss_giou_1: 0.4541 loss_ce_2: 0.4887 loss_bbox_2: 0.2666 loss_giou_2: 0.4104 loss_ce_3: 0.4879 loss_bbox_3: 0.2519 loss_giou_3: 0.398 loss_ce_4: 0.489 loss_bbox_4: 0.2427 loss_giou_4: 0.396 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:10] d2.utils.events INFO: eta: 1 day, 8:33:21 iter: 33079 total_loss: 7.468 loss_ce: 0.4637 loss_bbox: 0.255 loss_giou: 0.396 loss_ce_0: 0.6206 loss_bbox_0: 0.4254 loss_giou_0: 0.6129 loss_ce_1: 0.5269 loss_bbox_1: 0.2963 loss_giou_1: 0.4541 loss_ce_2: 0.4884 loss_bbox_2: 0.2617 loss_giou_2: 0.4145 loss_ce_3: 0.4652 loss_bbox_3: 0.2503 loss_giou_3: 0.4072 loss_ce_4: 0.4599 loss_bbox_4: 0.2479 loss_giou_4: 0.3961 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:16] d2.utils.events INFO: eta: 1 day, 8:33:16 iter: 33099 total_loss: 7.311 loss_ce: 0.4439 loss_bbox: 0.2396 loss_giou: 0.3958 loss_ce_0: 0.5966 loss_bbox_0: 0.4042 loss_giou_0: 0.602 loss_ce_1: 0.5037 loss_bbox_1: 0.2804 loss_giou_1: 0.4678 loss_ce_2: 0.4629 loss_bbox_2: 0.2478 loss_giou_2: 0.4231 loss_ce_3: 0.4369 loss_bbox_3: 0.2432 loss_giou_3: 0.4076 loss_ce_4: 0.4245 loss_bbox_4: 0.2395 loss_giou_4: 0.3955 time: 0.2802 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:21] d2.utils.events INFO: eta: 1 day, 8:33:21 iter: 33119 total_loss: 7.634 loss_ce: 0.4817 loss_bbox: 0.2524 loss_giou: 0.4056 loss_ce_0: 0.6183 loss_bbox_0: 0.4093 loss_giou_0: 0.6491 loss_ce_1: 0.5438 loss_bbox_1: 0.2885 loss_giou_1: 0.4775 loss_ce_2: 0.5068 loss_bbox_2: 0.267 loss_giou_2: 0.4345 loss_ce_3: 0.4955 loss_bbox_3: 0.2555 loss_giou_3: 0.4115 loss_ce_4: 0.486 loss_bbox_4: 0.246 loss_giou_4: 0.4056 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:27] d2.utils.events INFO: eta: 1 day, 8:32:56 iter: 33139 total_loss: 7.279 loss_ce: 0.4452 loss_bbox: 0.2429 loss_giou: 0.394 loss_ce_0: 0.6054 loss_bbox_0: 0.4093 loss_giou_0: 0.5965 loss_ce_1: 0.519 loss_bbox_1: 0.291 loss_giou_1: 0.4549 loss_ce_2: 0.4697 loss_bbox_2: 0.2491 loss_giou_2: 0.4063 loss_ce_3: 0.462 loss_bbox_3: 0.2488 loss_giou_3: 0.4048 loss_ce_4: 0.4477 loss_bbox_4: 0.2493 loss_giou_4: 0.4007 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:33] d2.utils.events INFO: eta: 1 day, 8:33:24 iter: 33159 total_loss: 7.621 loss_ce: 0.4809 loss_bbox: 0.2484 loss_giou: 0.429 loss_ce_0: 0.6513 loss_bbox_0: 0.4332 loss_giou_0: 0.6462 loss_ce_1: 0.558 loss_bbox_1: 0.2935 loss_giou_1: 0.4938 loss_ce_2: 0.5239 loss_bbox_2: 0.2662 loss_giou_2: 0.4444 loss_ce_3: 0.4844 loss_bbox_3: 0.255 loss_giou_3: 0.4383 loss_ce_4: 0.479 loss_bbox_4: 0.2491 loss_giou_4: 0.4339 time: 0.2802 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:38] d2.utils.events INFO: eta: 1 day, 8:34:00 iter: 33179 total_loss: 7.175 loss_ce: 0.4376 loss_bbox: 0.2312 loss_giou: 0.3761 loss_ce_0: 0.6124 loss_bbox_0: 0.4079 loss_giou_0: 0.5834 loss_ce_1: 0.5175 loss_bbox_1: 0.2877 loss_giou_1: 0.4317 loss_ce_2: 0.4703 loss_bbox_2: 0.2452 loss_giou_2: 0.3903 loss_ce_3: 0.4358 loss_bbox_3: 0.241 loss_giou_3: 0.3852 loss_ce_4: 0.4363 loss_bbox_4: 0.2332 loss_giou_4: 0.3751 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:44] d2.utils.events INFO: eta: 1 day, 8:34:29 iter: 33199 total_loss: 7.877 loss_ce: 0.4654 loss_bbox: 0.2482 loss_giou: 0.4397 loss_ce_0: 0.6173 loss_bbox_0: 0.4091 loss_giou_0: 0.6502 loss_ce_1: 0.5469 loss_bbox_1: 0.2848 loss_giou_1: 0.4992 loss_ce_2: 0.5036 loss_bbox_2: 0.258 loss_giou_2: 0.4584 loss_ce_3: 0.4741 loss_bbox_3: 0.2556 loss_giou_3: 0.4461 loss_ce_4: 0.4769 loss_bbox_4: 0.2444 loss_giou_4: 0.441 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:50] d2.utils.events INFO: eta: 1 day, 8:35:10 iter: 33219 total_loss: 7.209 loss_ce: 0.4513 loss_bbox: 0.2464 loss_giou: 0.3828 loss_ce_0: 0.6142 loss_bbox_0: 0.4079 loss_giou_0: 0.5878 loss_ce_1: 0.5301 loss_bbox_1: 0.2839 loss_giou_1: 0.4523 loss_ce_2: 0.4843 loss_bbox_2: 0.252 loss_giou_2: 0.4017 loss_ce_3: 0.4567 loss_bbox_3: 0.2462 loss_giou_3: 0.3897 loss_ce_4: 0.4474 loss_bbox_4: 0.2463 loss_giou_4: 0.3832 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 15:53:56] d2.utils.events INFO: eta: 1 day, 8:35:04 iter: 33239 total_loss: 7.338 loss_ce: 0.4505 loss_bbox: 0.2216 loss_giou: 0.3994 loss_ce_0: 0.6122 loss_bbox_0: 0.3693 loss_giou_0: 0.6377 loss_ce_1: 0.5167 loss_bbox_1: 0.2629 loss_giou_1: 0.467 loss_ce_2: 0.488 loss_bbox_2: 0.241 loss_giou_2: 0.416 loss_ce_3: 0.4591 loss_bbox_3: 0.2299 loss_giou_3: 0.4039 loss_ce_4: 0.453 loss_bbox_4: 0.2215 loss_giou_4: 0.3983 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:01] d2.utils.events INFO: eta: 1 day, 8:34:10 iter: 33259 total_loss: 7.483 loss_ce: 0.4629 loss_bbox: 0.2424 loss_giou: 0.4057 loss_ce_0: 0.6179 loss_bbox_0: 0.4023 loss_giou_0: 0.6084 loss_ce_1: 0.5274 loss_bbox_1: 0.2947 loss_giou_1: 0.4612 loss_ce_2: 0.4805 loss_bbox_2: 0.2646 loss_giou_2: 0.4175 loss_ce_3: 0.4655 loss_bbox_3: 0.2516 loss_giou_3: 0.4063 loss_ce_4: 0.4564 loss_bbox_4: 0.2445 loss_giou_4: 0.4083 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:07] d2.utils.events INFO: eta: 1 day, 8:33:46 iter: 33279 total_loss: 7.304 loss_ce: 0.4568 loss_bbox: 0.2252 loss_giou: 0.3987 loss_ce_0: 0.6167 loss_bbox_0: 0.4031 loss_giou_0: 0.6341 loss_ce_1: 0.5161 loss_bbox_1: 0.2744 loss_giou_1: 0.4744 loss_ce_2: 0.4797 loss_bbox_2: 0.2441 loss_giou_2: 0.4203 loss_ce_3: 0.4591 loss_bbox_3: 0.2292 loss_giou_3: 0.4048 loss_ce_4: 0.4514 loss_bbox_4: 0.2249 loss_giou_4: 0.3958 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:13] d2.utils.events INFO: eta: 1 day, 8:34:15 iter: 33299 total_loss: 7.412 loss_ce: 0.4525 loss_bbox: 0.2331 loss_giou: 0.3996 loss_ce_0: 0.6031 loss_bbox_0: 0.3945 loss_giou_0: 0.6077 loss_ce_1: 0.508 loss_bbox_1: 0.274 loss_giou_1: 0.4493 loss_ce_2: 0.4751 loss_bbox_2: 0.2519 loss_giou_2: 0.4106 loss_ce_3: 0.4523 loss_bbox_3: 0.2476 loss_giou_3: 0.4062 loss_ce_4: 0.4564 loss_bbox_4: 0.2392 loss_giou_4: 0.4031 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:18] d2.utils.events INFO: eta: 1 day, 8:33:41 iter: 33319 total_loss: 7.392 loss_ce: 0.4484 loss_bbox: 0.2376 loss_giou: 0.3848 loss_ce_0: 0.6165 loss_bbox_0: 0.4002 loss_giou_0: 0.6018 loss_ce_1: 0.5158 loss_bbox_1: 0.2781 loss_giou_1: 0.4512 loss_ce_2: 0.4707 loss_bbox_2: 0.2544 loss_giou_2: 0.4063 loss_ce_3: 0.4451 loss_bbox_3: 0.2406 loss_giou_3: 0.3929 loss_ce_4: 0.4456 loss_bbox_4: 0.2386 loss_giou_4: 0.3872 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:24] d2.utils.events INFO: eta: 1 day, 8:33:35 iter: 33339 total_loss: 7.392 loss_ce: 0.4361 loss_bbox: 0.2437 loss_giou: 0.4036 loss_ce_0: 0.6269 loss_bbox_0: 0.4121 loss_giou_0: 0.6185 loss_ce_1: 0.5303 loss_bbox_1: 0.2923 loss_giou_1: 0.4698 loss_ce_2: 0.4648 loss_bbox_2: 0.2636 loss_giou_2: 0.4161 loss_ce_3: 0.4393 loss_bbox_3: 0.2496 loss_giou_3: 0.409 loss_ce_4: 0.4345 loss_bbox_4: 0.2506 loss_giou_4: 0.4051 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:30] d2.utils.events INFO: eta: 1 day, 8:34:30 iter: 33359 total_loss: 7.207 loss_ce: 0.4624 loss_bbox: 0.2432 loss_giou: 0.3805 loss_ce_0: 0.5996 loss_bbox_0: 0.3922 loss_giou_0: 0.6048 loss_ce_1: 0.5315 loss_bbox_1: 0.2839 loss_giou_1: 0.4455 loss_ce_2: 0.4821 loss_bbox_2: 0.2518 loss_giou_2: 0.4027 loss_ce_3: 0.4579 loss_bbox_3: 0.2419 loss_giou_3: 0.3903 loss_ce_4: 0.452 loss_bbox_4: 0.2411 loss_giou_4: 0.3843 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:35] d2.utils.events INFO: eta: 1 day, 8:35:15 iter: 33379 total_loss: 7.037 loss_ce: 0.4339 loss_bbox: 0.2558 loss_giou: 0.3846 loss_ce_0: 0.5972 loss_bbox_0: 0.4172 loss_giou_0: 0.5938 loss_ce_1: 0.493 loss_bbox_1: 0.2956 loss_giou_1: 0.4536 loss_ce_2: 0.4568 loss_bbox_2: 0.2723 loss_giou_2: 0.4044 loss_ce_3: 0.429 loss_bbox_3: 0.2568 loss_giou_3: 0.3883 loss_ce_4: 0.4325 loss_bbox_4: 0.2571 loss_giou_4: 0.3823 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:41] d2.utils.events INFO: eta: 1 day, 8:34:48 iter: 33399 total_loss: 7.435 loss_ce: 0.4621 loss_bbox: 0.2354 loss_giou: 0.4128 loss_ce_0: 0.6296 loss_bbox_0: 0.4083 loss_giou_0: 0.6513 loss_ce_1: 0.5329 loss_bbox_1: 0.2829 loss_giou_1: 0.4884 loss_ce_2: 0.4952 loss_bbox_2: 0.2584 loss_giou_2: 0.4405 loss_ce_3: 0.4634 loss_bbox_3: 0.2445 loss_giou_3: 0.4323 loss_ce_4: 0.4589 loss_bbox_4: 0.2347 loss_giou_4: 0.4198 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:47] d2.utils.events INFO: eta: 1 day, 8:34:55 iter: 33419 total_loss: 7.123 loss_ce: 0.4317 loss_bbox: 0.2422 loss_giou: 0.3871 loss_ce_0: 0.6132 loss_bbox_0: 0.4051 loss_giou_0: 0.5906 loss_ce_1: 0.5131 loss_bbox_1: 0.2871 loss_giou_1: 0.4471 loss_ce_2: 0.4707 loss_bbox_2: 0.2579 loss_giou_2: 0.3994 loss_ce_3: 0.4401 loss_bbox_3: 0.2495 loss_giou_3: 0.3929 loss_ce_4: 0.4356 loss_bbox_4: 0.2507 loss_giou_4: 0.3879 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:53] d2.utils.events INFO: eta: 1 day, 8:35:05 iter: 33439 total_loss: 7.669 loss_ce: 0.4529 loss_bbox: 0.2439 loss_giou: 0.403 loss_ce_0: 0.6115 loss_bbox_0: 0.4386 loss_giou_0: 0.6132 loss_ce_1: 0.5074 loss_bbox_1: 0.3091 loss_giou_1: 0.4664 loss_ce_2: 0.4709 loss_bbox_2: 0.269 loss_giou_2: 0.4223 loss_ce_3: 0.462 loss_bbox_3: 0.2556 loss_giou_3: 0.4091 loss_ce_4: 0.4494 loss_bbox_4: 0.2486 loss_giou_4: 0.4084 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 15:54:58] d2.utils.events INFO: eta: 1 day, 8:35:11 iter: 33459 total_loss: 7.372 loss_ce: 0.45 loss_bbox: 0.2466 loss_giou: 0.4208 loss_ce_0: 0.6079 loss_bbox_0: 0.4197 loss_giou_0: 0.6212 loss_ce_1: 0.5148 loss_bbox_1: 0.2921 loss_giou_1: 0.4819 loss_ce_2: 0.4742 loss_bbox_2: 0.2586 loss_giou_2: 0.4426 loss_ce_3: 0.4521 loss_bbox_3: 0.254 loss_giou_3: 0.4268 loss_ce_4: 0.456 loss_bbox_4: 0.2479 loss_giou_4: 0.4237 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:04] d2.utils.events INFO: eta: 1 day, 8:34:16 iter: 33479 total_loss: 7.455 loss_ce: 0.4439 loss_bbox: 0.2554 loss_giou: 0.4126 loss_ce_0: 0.6283 loss_bbox_0: 0.411 loss_giou_0: 0.632 loss_ce_1: 0.5198 loss_bbox_1: 0.2959 loss_giou_1: 0.466 loss_ce_2: 0.4877 loss_bbox_2: 0.2625 loss_giou_2: 0.4332 loss_ce_3: 0.4532 loss_bbox_3: 0.2521 loss_giou_3: 0.4133 loss_ce_4: 0.4459 loss_bbox_4: 0.2526 loss_giou_4: 0.4117 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:09] d2.utils.events INFO: eta: 1 day, 8:34:04 iter: 33499 total_loss: 7.572 loss_ce: 0.4646 loss_bbox: 0.2538 loss_giou: 0.4115 loss_ce_0: 0.6206 loss_bbox_0: 0.4123 loss_giou_0: 0.6298 loss_ce_1: 0.5301 loss_bbox_1: 0.2856 loss_giou_1: 0.4679 loss_ce_2: 0.4898 loss_bbox_2: 0.2598 loss_giou_2: 0.422 loss_ce_3: 0.4726 loss_bbox_3: 0.251 loss_giou_3: 0.412 loss_ce_4: 0.469 loss_bbox_4: 0.252 loss_giou_4: 0.409 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:15] d2.utils.events INFO: eta: 1 day, 8:33:31 iter: 33519 total_loss: 7.545 loss_ce: 0.4402 loss_bbox: 0.2456 loss_giou: 0.4173 loss_ce_0: 0.6278 loss_bbox_0: 0.3938 loss_giou_0: 0.6053 loss_ce_1: 0.5172 loss_bbox_1: 0.2817 loss_giou_1: 0.4756 loss_ce_2: 0.4717 loss_bbox_2: 0.2666 loss_giou_2: 0.4307 loss_ce_3: 0.4404 loss_bbox_3: 0.2567 loss_giou_3: 0.4233 loss_ce_4: 0.4429 loss_bbox_4: 0.2468 loss_giou_4: 0.4188 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:21] d2.utils.events INFO: eta: 1 day, 8:33:25 iter: 33539 total_loss: 7.334 loss_ce: 0.4789 loss_bbox: 0.2362 loss_giou: 0.4048 loss_ce_0: 0.6123 loss_bbox_0: 0.4053 loss_giou_0: 0.6363 loss_ce_1: 0.5499 loss_bbox_1: 0.2854 loss_giou_1: 0.4614 loss_ce_2: 0.491 loss_bbox_2: 0.251 loss_giou_2: 0.4339 loss_ce_3: 0.4805 loss_bbox_3: 0.2441 loss_giou_3: 0.4156 loss_ce_4: 0.4767 loss_bbox_4: 0.2383 loss_giou_4: 0.408 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:27] d2.utils.events INFO: eta: 1 day, 8:33:19 iter: 33559 total_loss: 7.258 loss_ce: 0.4468 loss_bbox: 0.2342 loss_giou: 0.4169 loss_ce_0: 0.594 loss_bbox_0: 0.4051 loss_giou_0: 0.5968 loss_ce_1: 0.5115 loss_bbox_1: 0.2783 loss_giou_1: 0.4741 loss_ce_2: 0.4675 loss_bbox_2: 0.2465 loss_giou_2: 0.4333 loss_ce_3: 0.4401 loss_bbox_3: 0.2391 loss_giou_3: 0.4301 loss_ce_4: 0.4343 loss_bbox_4: 0.2356 loss_giou_4: 0.4251 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:32] d2.utils.events INFO: eta: 1 day, 8:32:48 iter: 33579 total_loss: 7.676 loss_ce: 0.4661 loss_bbox: 0.2421 loss_giou: 0.4298 loss_ce_0: 0.6198 loss_bbox_0: 0.4061 loss_giou_0: 0.6339 loss_ce_1: 0.5314 loss_bbox_1: 0.2836 loss_giou_1: 0.492 loss_ce_2: 0.4913 loss_bbox_2: 0.2571 loss_giou_2: 0.453 loss_ce_3: 0.4676 loss_bbox_3: 0.2498 loss_giou_3: 0.444 loss_ce_4: 0.4662 loss_bbox_4: 0.2442 loss_giou_4: 0.436 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:38] d2.utils.events INFO: eta: 1 day, 8:33:01 iter: 33599 total_loss: 7.47 loss_ce: 0.4535 loss_bbox: 0.2471 loss_giou: 0.4121 loss_ce_0: 0.6291 loss_bbox_0: 0.3997 loss_giou_0: 0.643 loss_ce_1: 0.5339 loss_bbox_1: 0.2866 loss_giou_1: 0.4791 loss_ce_2: 0.4869 loss_bbox_2: 0.2641 loss_giou_2: 0.4295 loss_ce_3: 0.4569 loss_bbox_3: 0.2523 loss_giou_3: 0.422 loss_ce_4: 0.4499 loss_bbox_4: 0.2468 loss_giou_4: 0.4129 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:44] d2.utils.events INFO: eta: 1 day, 8:32:20 iter: 33619 total_loss: 7.477 loss_ce: 0.4426 loss_bbox: 0.2688 loss_giou: 0.3934 loss_ce_0: 0.603 loss_bbox_0: 0.4279 loss_giou_0: 0.5823 loss_ce_1: 0.5105 loss_bbox_1: 0.2951 loss_giou_1: 0.4428 loss_ce_2: 0.4641 loss_bbox_2: 0.279 loss_giou_2: 0.4056 loss_ce_3: 0.4432 loss_bbox_3: 0.2752 loss_giou_3: 0.4044 loss_ce_4: 0.4377 loss_bbox_4: 0.2659 loss_giou_4: 0.3932 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:49] d2.utils.events INFO: eta: 1 day, 8:32:21 iter: 33639 total_loss: 7.696 loss_ce: 0.4627 loss_bbox: 0.2452 loss_giou: 0.4038 loss_ce_0: 0.6089 loss_bbox_0: 0.4257 loss_giou_0: 0.623 loss_ce_1: 0.5269 loss_bbox_1: 0.2992 loss_giou_1: 0.4627 loss_ce_2: 0.4873 loss_bbox_2: 0.2655 loss_giou_2: 0.4249 loss_ce_3: 0.4715 loss_bbox_3: 0.2502 loss_giou_3: 0.4119 loss_ce_4: 0.4604 loss_bbox_4: 0.2491 loss_giou_4: 0.4077 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 15:55:55] d2.utils.events INFO: eta: 1 day, 8:32:07 iter: 33659 total_loss: 7.288 loss_ce: 0.4417 loss_bbox: 0.2537 loss_giou: 0.4028 loss_ce_0: 0.5973 loss_bbox_0: 0.4283 loss_giou_0: 0.5973 loss_ce_1: 0.5068 loss_bbox_1: 0.3018 loss_giou_1: 0.455 loss_ce_2: 0.4566 loss_bbox_2: 0.2709 loss_giou_2: 0.4236 loss_ce_3: 0.4417 loss_bbox_3: 0.2624 loss_giou_3: 0.4119 loss_ce_4: 0.4441 loss_bbox_4: 0.2507 loss_giou_4: 0.4059 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:01] d2.utils.events INFO: eta: 1 day, 8:32:10 iter: 33679 total_loss: 7.54 loss_ce: 0.4485 loss_bbox: 0.2449 loss_giou: 0.4395 loss_ce_0: 0.5988 loss_bbox_0: 0.4121 loss_giou_0: 0.6453 loss_ce_1: 0.5176 loss_bbox_1: 0.2875 loss_giou_1: 0.4979 loss_ce_2: 0.4811 loss_bbox_2: 0.2553 loss_giou_2: 0.4573 loss_ce_3: 0.4607 loss_bbox_3: 0.2526 loss_giou_3: 0.4435 loss_ce_4: 0.4531 loss_bbox_4: 0.2485 loss_giou_4: 0.4385 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:06] d2.utils.events INFO: eta: 1 day, 8:31:40 iter: 33699 total_loss: 7.399 loss_ce: 0.451 loss_bbox: 0.2614 loss_giou: 0.3822 loss_ce_0: 0.6081 loss_bbox_0: 0.4248 loss_giou_0: 0.5882 loss_ce_1: 0.5353 loss_bbox_1: 0.2989 loss_giou_1: 0.4354 loss_ce_2: 0.4815 loss_bbox_2: 0.2686 loss_giou_2: 0.3972 loss_ce_3: 0.4598 loss_bbox_3: 0.2608 loss_giou_3: 0.3918 loss_ce_4: 0.4464 loss_bbox_4: 0.2574 loss_giou_4: 0.3872 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:12] d2.utils.events INFO: eta: 1 day, 8:31:40 iter: 33719 total_loss: 7.561 loss_ce: 0.4566 loss_bbox: 0.2354 loss_giou: 0.4 loss_ce_0: 0.6116 loss_bbox_0: 0.4061 loss_giou_0: 0.6169 loss_ce_1: 0.5139 loss_bbox_1: 0.2797 loss_giou_1: 0.4551 loss_ce_2: 0.4699 loss_bbox_2: 0.247 loss_giou_2: 0.4164 loss_ce_3: 0.4486 loss_bbox_3: 0.2468 loss_giou_3: 0.4108 loss_ce_4: 0.4465 loss_bbox_4: 0.2382 loss_giou_4: 0.4059 time: 0.2802 data_time: 0.0346 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:18] d2.utils.events INFO: eta: 1 day, 8:31:44 iter: 33739 total_loss: 7.408 loss_ce: 0.4592 loss_bbox: 0.2508 loss_giou: 0.4151 loss_ce_0: 0.6158 loss_bbox_0: 0.4057 loss_giou_0: 0.6126 loss_ce_1: 0.5261 loss_bbox_1: 0.2975 loss_giou_1: 0.4714 loss_ce_2: 0.4821 loss_bbox_2: 0.2719 loss_giou_2: 0.4298 loss_ce_3: 0.464 loss_bbox_3: 0.2601 loss_giou_3: 0.4253 loss_ce_4: 0.4651 loss_bbox_4: 0.2524 loss_giou_4: 0.4131 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:23] d2.utils.events INFO: eta: 1 day, 8:31:23 iter: 33759 total_loss: 7.274 loss_ce: 0.4497 loss_bbox: 0.2359 loss_giou: 0.3779 loss_ce_0: 0.5923 loss_bbox_0: 0.403 loss_giou_0: 0.5922 loss_ce_1: 0.509 loss_bbox_1: 0.2723 loss_giou_1: 0.436 loss_ce_2: 0.4629 loss_bbox_2: 0.2531 loss_giou_2: 0.401 loss_ce_3: 0.4485 loss_bbox_3: 0.243 loss_giou_3: 0.3887 loss_ce_4: 0.4414 loss_bbox_4: 0.237 loss_giou_4: 0.3849 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:29] d2.utils.events INFO: eta: 1 day, 8:31:11 iter: 33779 total_loss: 7.467 loss_ce: 0.4765 loss_bbox: 0.2602 loss_giou: 0.3948 loss_ce_0: 0.6222 loss_bbox_0: 0.4251 loss_giou_0: 0.6078 loss_ce_1: 0.5396 loss_bbox_1: 0.2936 loss_giou_1: 0.4492 loss_ce_2: 0.4883 loss_bbox_2: 0.2747 loss_giou_2: 0.4133 loss_ce_3: 0.4684 loss_bbox_3: 0.2635 loss_giou_3: 0.4089 loss_ce_4: 0.4732 loss_bbox_4: 0.2606 loss_giou_4: 0.4003 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:35] d2.utils.events INFO: eta: 1 day, 8:31:01 iter: 33799 total_loss: 7.573 loss_ce: 0.4309 loss_bbox: 0.2447 loss_giou: 0.4047 loss_ce_0: 0.6254 loss_bbox_0: 0.4272 loss_giou_0: 0.6215 loss_ce_1: 0.5102 loss_bbox_1: 0.2907 loss_giou_1: 0.4701 loss_ce_2: 0.4678 loss_bbox_2: 0.2518 loss_giou_2: 0.4341 loss_ce_3: 0.4468 loss_bbox_3: 0.2464 loss_giou_3: 0.4083 loss_ce_4: 0.4379 loss_bbox_4: 0.2465 loss_giou_4: 0.4063 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:40] d2.utils.events INFO: eta: 1 day, 8:30:59 iter: 33819 total_loss: 7.12 loss_ce: 0.4249 loss_bbox: 0.253 loss_giou: 0.3865 loss_ce_0: 0.6008 loss_bbox_0: 0.4098 loss_giou_0: 0.5936 loss_ce_1: 0.4934 loss_bbox_1: 0.2912 loss_giou_1: 0.4398 loss_ce_2: 0.4558 loss_bbox_2: 0.2581 loss_giou_2: 0.4051 loss_ce_3: 0.4255 loss_bbox_3: 0.2597 loss_giou_3: 0.3919 loss_ce_4: 0.423 loss_bbox_4: 0.2557 loss_giou_4: 0.3857 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:46] d2.utils.events INFO: eta: 1 day, 8:31:18 iter: 33839 total_loss: 7.168 loss_ce: 0.4372 loss_bbox: 0.2331 loss_giou: 0.4066 loss_ce_0: 0.6179 loss_bbox_0: 0.3929 loss_giou_0: 0.6379 loss_ce_1: 0.5188 loss_bbox_1: 0.2793 loss_giou_1: 0.4743 loss_ce_2: 0.4755 loss_bbox_2: 0.2467 loss_giou_2: 0.4284 loss_ce_3: 0.4488 loss_bbox_3: 0.235 loss_giou_3: 0.4095 loss_ce_4: 0.445 loss_bbox_4: 0.2372 loss_giou_4: 0.4048 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:52] d2.utils.events INFO: eta: 1 day, 8:31:12 iter: 33859 total_loss: 7.088 loss_ce: 0.4289 loss_bbox: 0.227 loss_giou: 0.4033 loss_ce_0: 0.5594 loss_bbox_0: 0.39 loss_giou_0: 0.6168 loss_ce_1: 0.4941 loss_bbox_1: 0.2853 loss_giou_1: 0.4832 loss_ce_2: 0.4333 loss_bbox_2: 0.2439 loss_giou_2: 0.4323 loss_ce_3: 0.4199 loss_bbox_3: 0.2349 loss_giou_3: 0.4161 loss_ce_4: 0.4213 loss_bbox_4: 0.2269 loss_giou_4: 0.4072 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 15:56:57] d2.utils.events INFO: eta: 1 day, 8:31:11 iter: 33879 total_loss: 7.879 loss_ce: 0.4496 loss_bbox: 0.2512 loss_giou: 0.4284 loss_ce_0: 0.605 loss_bbox_0: 0.446 loss_giou_0: 0.6439 loss_ce_1: 0.5227 loss_bbox_1: 0.3172 loss_giou_1: 0.4998 loss_ce_2: 0.4834 loss_bbox_2: 0.2721 loss_giou_2: 0.4484 loss_ce_3: 0.4553 loss_bbox_3: 0.2651 loss_giou_3: 0.4355 loss_ce_4: 0.4637 loss_bbox_4: 0.2617 loss_giou_4: 0.4303 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:03] d2.utils.events INFO: eta: 1 day, 8:32:11 iter: 33899 total_loss: 7.361 loss_ce: 0.4449 loss_bbox: 0.2359 loss_giou: 0.4194 loss_ce_0: 0.6082 loss_bbox_0: 0.4032 loss_giou_0: 0.6449 loss_ce_1: 0.4992 loss_bbox_1: 0.2862 loss_giou_1: 0.4763 loss_ce_2: 0.4589 loss_bbox_2: 0.2536 loss_giou_2: 0.4307 loss_ce_3: 0.4448 loss_bbox_3: 0.2458 loss_giou_3: 0.4279 loss_ce_4: 0.4435 loss_bbox_4: 0.2335 loss_giou_4: 0.424 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:09] d2.utils.events INFO: eta: 1 day, 8:31:38 iter: 33919 total_loss: 7.328 loss_ce: 0.4571 loss_bbox: 0.2495 loss_giou: 0.4065 loss_ce_0: 0.6164 loss_bbox_0: 0.4285 loss_giou_0: 0.6108 loss_ce_1: 0.5246 loss_bbox_1: 0.299 loss_giou_1: 0.4599 loss_ce_2: 0.4794 loss_bbox_2: 0.2662 loss_giou_2: 0.4277 loss_ce_3: 0.4646 loss_bbox_3: 0.2554 loss_giou_3: 0.4088 loss_ce_4: 0.4552 loss_bbox_4: 0.2513 loss_giou_4: 0.4093 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:14] d2.utils.events INFO: eta: 1 day, 8:30:54 iter: 33939 total_loss: 7.327 loss_ce: 0.4307 loss_bbox: 0.2411 loss_giou: 0.3963 loss_ce_0: 0.6085 loss_bbox_0: 0.397 loss_giou_0: 0.6154 loss_ce_1: 0.5043 loss_bbox_1: 0.2796 loss_giou_1: 0.4529 loss_ce_2: 0.4586 loss_bbox_2: 0.2498 loss_giou_2: 0.4142 loss_ce_3: 0.4328 loss_bbox_3: 0.2432 loss_giou_3: 0.3978 loss_ce_4: 0.4265 loss_bbox_4: 0.2424 loss_giou_4: 0.3888 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:20] d2.utils.events INFO: eta: 1 day, 8:30:54 iter: 33959 total_loss: 7.166 loss_ce: 0.4439 loss_bbox: 0.2483 loss_giou: 0.3936 loss_ce_0: 0.6069 loss_bbox_0: 0.4056 loss_giou_0: 0.5845 loss_ce_1: 0.4931 loss_bbox_1: 0.2896 loss_giou_1: 0.4429 loss_ce_2: 0.4685 loss_bbox_2: 0.2529 loss_giou_2: 0.4168 loss_ce_3: 0.4386 loss_bbox_3: 0.2477 loss_giou_3: 0.4032 loss_ce_4: 0.4399 loss_bbox_4: 0.2429 loss_giou_4: 0.3964 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:26] d2.utils.events INFO: eta: 1 day, 8:30:14 iter: 33979 total_loss: 7.315 loss_ce: 0.4298 loss_bbox: 0.247 loss_giou: 0.403 loss_ce_0: 0.5899 loss_bbox_0: 0.4261 loss_giou_0: 0.6277 loss_ce_1: 0.4885 loss_bbox_1: 0.29 loss_giou_1: 0.4768 loss_ce_2: 0.4465 loss_bbox_2: 0.2575 loss_giou_2: 0.4262 loss_ce_3: 0.4176 loss_bbox_3: 0.2524 loss_giou_3: 0.402 loss_ce_4: 0.427 loss_bbox_4: 0.2487 loss_giou_4: 0.4029 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:31] d2.utils.events INFO: eta: 1 day, 8:29:17 iter: 33999 total_loss: 7.254 loss_ce: 0.4498 loss_bbox: 0.2386 loss_giou: 0.403 loss_ce_0: 0.5944 loss_bbox_0: 0.4012 loss_giou_0: 0.6143 loss_ce_1: 0.4983 loss_bbox_1: 0.28 loss_giou_1: 0.4565 loss_ce_2: 0.4689 loss_bbox_2: 0.257 loss_giou_2: 0.4225 loss_ce_3: 0.4439 loss_bbox_3: 0.2402 loss_giou_3: 0.409 loss_ce_4: 0.4484 loss_bbox_4: 0.2443 loss_giou_4: 0.4074 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:37] d2.utils.events INFO: eta: 1 day, 8:28:54 iter: 34019 total_loss: 7.246 loss_ce: 0.4489 loss_bbox: 0.2347 loss_giou: 0.3901 loss_ce_0: 0.5878 loss_bbox_0: 0.3968 loss_giou_0: 0.5937 loss_ce_1: 0.5086 loss_bbox_1: 0.2905 loss_giou_1: 0.45 loss_ce_2: 0.4796 loss_bbox_2: 0.2592 loss_giou_2: 0.4193 loss_ce_3: 0.4471 loss_bbox_3: 0.2439 loss_giou_3: 0.4068 loss_ce_4: 0.4409 loss_bbox_4: 0.2464 loss_giou_4: 0.3954 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:43] d2.utils.events INFO: eta: 1 day, 8:28:42 iter: 34039 total_loss: 7.543 loss_ce: 0.4729 loss_bbox: 0.2396 loss_giou: 0.4173 loss_ce_0: 0.6359 loss_bbox_0: 0.4006 loss_giou_0: 0.6666 loss_ce_1: 0.5282 loss_bbox_1: 0.2716 loss_giou_1: 0.4885 loss_ce_2: 0.4994 loss_bbox_2: 0.2472 loss_giou_2: 0.441 loss_ce_3: 0.481 loss_bbox_3: 0.2429 loss_giou_3: 0.423 loss_ce_4: 0.475 loss_bbox_4: 0.2373 loss_giou_4: 0.4194 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:49] d2.utils.events INFO: eta: 1 day, 8:29:59 iter: 34059 total_loss: 7.543 loss_ce: 0.4735 loss_bbox: 0.2533 loss_giou: 0.4003 loss_ce_0: 0.6162 loss_bbox_0: 0.4077 loss_giou_0: 0.6128 loss_ce_1: 0.5289 loss_bbox_1: 0.2872 loss_giou_1: 0.4559 loss_ce_2: 0.4904 loss_bbox_2: 0.2551 loss_giou_2: 0.4192 loss_ce_3: 0.467 loss_bbox_3: 0.2446 loss_giou_3: 0.4034 loss_ce_4: 0.4701 loss_bbox_4: 0.2508 loss_giou_4: 0.398 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 15:57:54] d2.utils.events INFO: eta: 1 day, 8:30:19 iter: 34079 total_loss: 7.193 loss_ce: 0.429 loss_bbox: 0.2491 loss_giou: 0.3922 loss_ce_0: 0.5797 loss_bbox_0: 0.3878 loss_giou_0: 0.5825 loss_ce_1: 0.4961 loss_bbox_1: 0.2828 loss_giou_1: 0.4491 loss_ce_2: 0.4508 loss_bbox_2: 0.2574 loss_giou_2: 0.4114 loss_ce_3: 0.4358 loss_bbox_3: 0.2493 loss_giou_3: 0.3977 loss_ce_4: 0.427 loss_bbox_4: 0.246 loss_giou_4: 0.395 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:00] d2.utils.events INFO: eta: 1 day, 8:30:47 iter: 34099 total_loss: 7.654 loss_ce: 0.4647 loss_bbox: 0.2537 loss_giou: 0.4126 loss_ce_0: 0.6441 loss_bbox_0: 0.4062 loss_giou_0: 0.6181 loss_ce_1: 0.554 loss_bbox_1: 0.2935 loss_giou_1: 0.4808 loss_ce_2: 0.4887 loss_bbox_2: 0.2638 loss_giou_2: 0.4393 loss_ce_3: 0.4703 loss_bbox_3: 0.2571 loss_giou_3: 0.4231 loss_ce_4: 0.4668 loss_bbox_4: 0.2566 loss_giou_4: 0.4162 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:06] d2.utils.events INFO: eta: 1 day, 8:30:08 iter: 34119 total_loss: 7.724 loss_ce: 0.4581 loss_bbox: 0.2386 loss_giou: 0.4314 loss_ce_0: 0.6057 loss_bbox_0: 0.4157 loss_giou_0: 0.6653 loss_ce_1: 0.5077 loss_bbox_1: 0.29 loss_giou_1: 0.4983 loss_ce_2: 0.4677 loss_bbox_2: 0.2553 loss_giou_2: 0.4539 loss_ce_3: 0.4513 loss_bbox_3: 0.2445 loss_giou_3: 0.4345 loss_ce_4: 0.4532 loss_bbox_4: 0.2377 loss_giou_4: 0.434 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:11] d2.utils.events INFO: eta: 1 day, 8:30:05 iter: 34139 total_loss: 7.293 loss_ce: 0.4574 loss_bbox: 0.2365 loss_giou: 0.3876 loss_ce_0: 0.5942 loss_bbox_0: 0.4187 loss_giou_0: 0.5758 loss_ce_1: 0.5257 loss_bbox_1: 0.2876 loss_giou_1: 0.4358 loss_ce_2: 0.4853 loss_bbox_2: 0.2493 loss_giou_2: 0.3999 loss_ce_3: 0.4636 loss_bbox_3: 0.2442 loss_giou_3: 0.3884 loss_ce_4: 0.4616 loss_bbox_4: 0.2378 loss_giou_4: 0.3892 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:17] d2.utils.events INFO: eta: 1 day, 8:28:50 iter: 34159 total_loss: 7.532 loss_ce: 0.4605 loss_bbox: 0.2415 loss_giou: 0.4372 loss_ce_0: 0.6033 loss_bbox_0: 0.4062 loss_giou_0: 0.6459 loss_ce_1: 0.5094 loss_bbox_1: 0.2844 loss_giou_1: 0.494 loss_ce_2: 0.4751 loss_bbox_2: 0.2591 loss_giou_2: 0.4572 loss_ce_3: 0.4554 loss_bbox_3: 0.2465 loss_giou_3: 0.4471 loss_ce_4: 0.4551 loss_bbox_4: 0.2416 loss_giou_4: 0.4398 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:23] d2.utils.events INFO: eta: 1 day, 8:29:08 iter: 34179 total_loss: 7.38 loss_ce: 0.475 loss_bbox: 0.2519 loss_giou: 0.3996 loss_ce_0: 0.6224 loss_bbox_0: 0.4218 loss_giou_0: 0.5998 loss_ce_1: 0.5324 loss_bbox_1: 0.2973 loss_giou_1: 0.4684 loss_ce_2: 0.4909 loss_bbox_2: 0.2586 loss_giou_2: 0.4143 loss_ce_3: 0.4761 loss_bbox_3: 0.2515 loss_giou_3: 0.4056 loss_ce_4: 0.4726 loss_bbox_4: 0.2537 loss_giou_4: 0.4025 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:28] d2.utils.events INFO: eta: 1 day, 8:27:52 iter: 34199 total_loss: 7.141 loss_ce: 0.427 loss_bbox: 0.2382 loss_giou: 0.417 loss_ce_0: 0.5828 loss_bbox_0: 0.3877 loss_giou_0: 0.6141 loss_ce_1: 0.4925 loss_bbox_1: 0.2753 loss_giou_1: 0.4815 loss_ce_2: 0.4636 loss_bbox_2: 0.2513 loss_giou_2: 0.437 loss_ce_3: 0.4342 loss_bbox_3: 0.2494 loss_giou_3: 0.4302 loss_ce_4: 0.4287 loss_bbox_4: 0.2388 loss_giou_4: 0.4248 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:34] d2.utils.events INFO: eta: 1 day, 8:27:22 iter: 34219 total_loss: 7.384 loss_ce: 0.4373 loss_bbox: 0.2288 loss_giou: 0.4137 loss_ce_0: 0.5834 loss_bbox_0: 0.3958 loss_giou_0: 0.6129 loss_ce_1: 0.5092 loss_bbox_1: 0.283 loss_giou_1: 0.4715 loss_ce_2: 0.4687 loss_bbox_2: 0.2505 loss_giou_2: 0.4345 loss_ce_3: 0.4367 loss_bbox_3: 0.2372 loss_giou_3: 0.4227 loss_ce_4: 0.4316 loss_bbox_4: 0.2288 loss_giou_4: 0.4185 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:40] d2.utils.events INFO: eta: 1 day, 8:26:49 iter: 34239 total_loss: 7.527 loss_ce: 0.461 loss_bbox: 0.2481 loss_giou: 0.396 loss_ce_0: 0.6202 loss_bbox_0: 0.4165 loss_giou_0: 0.6159 loss_ce_1: 0.5281 loss_bbox_1: 0.287 loss_giou_1: 0.4535 loss_ce_2: 0.4928 loss_bbox_2: 0.2636 loss_giou_2: 0.4138 loss_ce_3: 0.4709 loss_bbox_3: 0.2579 loss_giou_3: 0.4032 loss_ce_4: 0.4653 loss_bbox_4: 0.2525 loss_giou_4: 0.3996 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:45] d2.utils.events INFO: eta: 1 day, 8:26:13 iter: 34259 total_loss: 7.862 loss_ce: 0.4908 loss_bbox: 0.2436 loss_giou: 0.4385 loss_ce_0: 0.6379 loss_bbox_0: 0.4217 loss_giou_0: 0.6769 loss_ce_1: 0.558 loss_bbox_1: 0.2912 loss_giou_1: 0.5029 loss_ce_2: 0.5067 loss_bbox_2: 0.2558 loss_giou_2: 0.4656 loss_ce_3: 0.4942 loss_bbox_3: 0.2495 loss_giou_3: 0.4497 loss_ce_4: 0.4924 loss_bbox_4: 0.2476 loss_giou_4: 0.441 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:51] d2.utils.events INFO: eta: 1 day, 8:25:48 iter: 34279 total_loss: 7.299 loss_ce: 0.4382 loss_bbox: 0.218 loss_giou: 0.4076 loss_ce_0: 0.6026 loss_bbox_0: 0.3824 loss_giou_0: 0.6364 loss_ce_1: 0.4978 loss_bbox_1: 0.2601 loss_giou_1: 0.4704 loss_ce_2: 0.4655 loss_bbox_2: 0.2277 loss_giou_2: 0.4298 loss_ce_3: 0.4493 loss_bbox_3: 0.225 loss_giou_3: 0.4135 loss_ce_4: 0.4486 loss_bbox_4: 0.2204 loss_giou_4: 0.4088 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 15:58:57] d2.utils.events INFO: eta: 1 day, 8:25:45 iter: 34299 total_loss: 7.368 loss_ce: 0.4685 loss_bbox: 0.2308 loss_giou: 0.4176 loss_ce_0: 0.6165 loss_bbox_0: 0.4102 loss_giou_0: 0.6175 loss_ce_1: 0.5141 loss_bbox_1: 0.2823 loss_giou_1: 0.4767 loss_ce_2: 0.4814 loss_bbox_2: 0.2488 loss_giou_2: 0.4361 loss_ce_3: 0.4747 loss_bbox_3: 0.2454 loss_giou_3: 0.42 loss_ce_4: 0.4739 loss_bbox_4: 0.2366 loss_giou_4: 0.4169 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:02] d2.utils.events INFO: eta: 1 day, 8:25:37 iter: 34319 total_loss: 7.315 loss_ce: 0.4355 loss_bbox: 0.2569 loss_giou: 0.4109 loss_ce_0: 0.5996 loss_bbox_0: 0.4117 loss_giou_0: 0.6171 loss_ce_1: 0.4924 loss_bbox_1: 0.2938 loss_giou_1: 0.4619 loss_ce_2: 0.4608 loss_bbox_2: 0.2642 loss_giou_2: 0.4266 loss_ce_3: 0.4371 loss_bbox_3: 0.2537 loss_giou_3: 0.4193 loss_ce_4: 0.4329 loss_bbox_4: 0.2569 loss_giou_4: 0.4133 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:08] d2.utils.events INFO: eta: 1 day, 8:25:51 iter: 34339 total_loss: 7.499 loss_ce: 0.4296 loss_bbox: 0.2484 loss_giou: 0.4378 loss_ce_0: 0.5981 loss_bbox_0: 0.4244 loss_giou_0: 0.6613 loss_ce_1: 0.4979 loss_bbox_1: 0.2973 loss_giou_1: 0.495 loss_ce_2: 0.4568 loss_bbox_2: 0.267 loss_giou_2: 0.4605 loss_ce_3: 0.4367 loss_bbox_3: 0.2609 loss_giou_3: 0.4461 loss_ce_4: 0.4342 loss_bbox_4: 0.2498 loss_giou_4: 0.4357 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:14] d2.utils.events INFO: eta: 1 day, 8:25:58 iter: 34359 total_loss: 7.737 loss_ce: 0.4538 loss_bbox: 0.244 loss_giou: 0.4436 loss_ce_0: 0.6129 loss_bbox_0: 0.4152 loss_giou_0: 0.6455 loss_ce_1: 0.5053 loss_bbox_1: 0.2932 loss_giou_1: 0.4901 loss_ce_2: 0.4744 loss_bbox_2: 0.2559 loss_giou_2: 0.4464 loss_ce_3: 0.4537 loss_bbox_3: 0.244 loss_giou_3: 0.4383 loss_ce_4: 0.4516 loss_bbox_4: 0.2414 loss_giou_4: 0.4407 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:19] d2.utils.events INFO: eta: 1 day, 8:25:52 iter: 34379 total_loss: 7.43 loss_ce: 0.4567 loss_bbox: 0.2404 loss_giou: 0.4272 loss_ce_0: 0.6028 loss_bbox_0: 0.4103 loss_giou_0: 0.6483 loss_ce_1: 0.4978 loss_bbox_1: 0.2825 loss_giou_1: 0.4842 loss_ce_2: 0.4672 loss_bbox_2: 0.2537 loss_giou_2: 0.4514 loss_ce_3: 0.4551 loss_bbox_3: 0.2463 loss_giou_3: 0.435 loss_ce_4: 0.4531 loss_bbox_4: 0.2416 loss_giou_4: 0.4288 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:25] d2.utils.events INFO: eta: 1 day, 8:26:23 iter: 34399 total_loss: 7.545 loss_ce: 0.4638 loss_bbox: 0.241 loss_giou: 0.4185 loss_ce_0: 0.6199 loss_bbox_0: 0.4106 loss_giou_0: 0.6238 loss_ce_1: 0.5291 loss_bbox_1: 0.2926 loss_giou_1: 0.4797 loss_ce_2: 0.4929 loss_bbox_2: 0.2576 loss_giou_2: 0.4427 loss_ce_3: 0.4714 loss_bbox_3: 0.253 loss_giou_3: 0.4298 loss_ce_4: 0.4662 loss_bbox_4: 0.2471 loss_giou_4: 0.421 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:31] d2.utils.events INFO: eta: 1 day, 8:25:23 iter: 34419 total_loss: 7.688 loss_ce: 0.4645 loss_bbox: 0.2533 loss_giou: 0.4031 loss_ce_0: 0.6346 loss_bbox_0: 0.4198 loss_giou_0: 0.6263 loss_ce_1: 0.5672 loss_bbox_1: 0.2931 loss_giou_1: 0.4781 loss_ce_2: 0.494 loss_bbox_2: 0.2626 loss_giou_2: 0.4254 loss_ce_3: 0.4806 loss_bbox_3: 0.2609 loss_giou_3: 0.414 loss_ce_4: 0.4808 loss_bbox_4: 0.2506 loss_giou_4: 0.404 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:36] d2.utils.events INFO: eta: 1 day, 8:25:00 iter: 34439 total_loss: 7.549 loss_ce: 0.4749 loss_bbox: 0.2444 loss_giou: 0.3939 loss_ce_0: 0.6212 loss_bbox_0: 0.4015 loss_giou_0: 0.5948 loss_ce_1: 0.5307 loss_bbox_1: 0.2898 loss_giou_1: 0.4492 loss_ce_2: 0.4955 loss_bbox_2: 0.2613 loss_giou_2: 0.4129 loss_ce_3: 0.4721 loss_bbox_3: 0.2419 loss_giou_3: 0.3993 loss_ce_4: 0.4744 loss_bbox_4: 0.2433 loss_giou_4: 0.3944 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:42] d2.utils.events INFO: eta: 1 day, 8:24:25 iter: 34459 total_loss: 7.611 loss_ce: 0.4637 loss_bbox: 0.2577 loss_giou: 0.4355 loss_ce_0: 0.6084 loss_bbox_0: 0.4177 loss_giou_0: 0.6221 loss_ce_1: 0.503 loss_bbox_1: 0.3022 loss_giou_1: 0.4817 loss_ce_2: 0.4719 loss_bbox_2: 0.261 loss_giou_2: 0.4408 loss_ce_3: 0.4586 loss_bbox_3: 0.2554 loss_giou_3: 0.4389 loss_ce_4: 0.4657 loss_bbox_4: 0.2534 loss_giou_4: 0.4368 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:48] d2.utils.events INFO: eta: 1 day, 8:24:19 iter: 34479 total_loss: 7.397 loss_ce: 0.4425 loss_bbox: 0.2486 loss_giou: 0.3883 loss_ce_0: 0.6173 loss_bbox_0: 0.4073 loss_giou_0: 0.6067 loss_ce_1: 0.5177 loss_bbox_1: 0.2862 loss_giou_1: 0.4535 loss_ce_2: 0.4648 loss_bbox_2: 0.2565 loss_giou_2: 0.4112 loss_ce_3: 0.4493 loss_bbox_3: 0.2487 loss_giou_3: 0.4005 loss_ce_4: 0.4437 loss_bbox_4: 0.2463 loss_giou_4: 0.3907 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:53] d2.utils.events INFO: eta: 1 day, 8:24:30 iter: 34499 total_loss: 7.697 loss_ce: 0.4305 loss_bbox: 0.2556 loss_giou: 0.4018 loss_ce_0: 0.606 loss_bbox_0: 0.4181 loss_giou_0: 0.6451 loss_ce_1: 0.5118 loss_bbox_1: 0.3076 loss_giou_1: 0.4922 loss_ce_2: 0.4526 loss_bbox_2: 0.2671 loss_giou_2: 0.423 loss_ce_3: 0.436 loss_bbox_3: 0.2609 loss_giou_3: 0.4135 loss_ce_4: 0.4341 loss_bbox_4: 0.2638 loss_giou_4: 0.4072 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 15:59:59] d2.utils.events INFO: eta: 1 day, 8:23:47 iter: 34519 total_loss: 7.541 loss_ce: 0.4595 loss_bbox: 0.2497 loss_giou: 0.4266 loss_ce_0: 0.6146 loss_bbox_0: 0.4071 loss_giou_0: 0.6227 loss_ce_1: 0.5178 loss_bbox_1: 0.2889 loss_giou_1: 0.4872 loss_ce_2: 0.4813 loss_bbox_2: 0.2611 loss_giou_2: 0.4402 loss_ce_3: 0.4684 loss_bbox_3: 0.2495 loss_giou_3: 0.4297 loss_ce_4: 0.4585 loss_bbox_4: 0.248 loss_giou_4: 0.4266 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:05] d2.utils.events INFO: eta: 1 day, 8:23:28 iter: 34539 total_loss: 7.075 loss_ce: 0.4594 loss_bbox: 0.2257 loss_giou: 0.3831 loss_ce_0: 0.6129 loss_bbox_0: 0.4196 loss_giou_0: 0.611 loss_ce_1: 0.5036 loss_bbox_1: 0.2807 loss_giou_1: 0.4408 loss_ce_2: 0.4724 loss_bbox_2: 0.2446 loss_giou_2: 0.4033 loss_ce_3: 0.4554 loss_bbox_3: 0.2304 loss_giou_3: 0.3879 loss_ce_4: 0.4482 loss_bbox_4: 0.2288 loss_giou_4: 0.3786 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:10] d2.utils.events INFO: eta: 1 day, 8:23:23 iter: 34559 total_loss: 7.287 loss_ce: 0.4478 loss_bbox: 0.2329 loss_giou: 0.4095 loss_ce_0: 0.6159 loss_bbox_0: 0.397 loss_giou_0: 0.62 loss_ce_1: 0.5097 loss_bbox_1: 0.2759 loss_giou_1: 0.4684 loss_ce_2: 0.4663 loss_bbox_2: 0.2426 loss_giou_2: 0.4276 loss_ce_3: 0.4481 loss_bbox_3: 0.2334 loss_giou_3: 0.4179 loss_ce_4: 0.4417 loss_bbox_4: 0.2355 loss_giou_4: 0.4139 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:16] d2.utils.events INFO: eta: 1 day, 8:23:01 iter: 34579 total_loss: 7.597 loss_ce: 0.4433 loss_bbox: 0.2457 loss_giou: 0.3968 loss_ce_0: 0.6138 loss_bbox_0: 0.4082 loss_giou_0: 0.6119 loss_ce_1: 0.4956 loss_bbox_1: 0.2926 loss_giou_1: 0.4705 loss_ce_2: 0.4712 loss_bbox_2: 0.262 loss_giou_2: 0.4281 loss_ce_3: 0.4443 loss_bbox_3: 0.247 loss_giou_3: 0.41 loss_ce_4: 0.4401 loss_bbox_4: 0.25 loss_giou_4: 0.3992 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:22] d2.utils.events INFO: eta: 1 day, 8:22:24 iter: 34599 total_loss: 7.502 loss_ce: 0.4231 loss_bbox: 0.2499 loss_giou: 0.413 loss_ce_0: 0.6031 loss_bbox_0: 0.4237 loss_giou_0: 0.6215 loss_ce_1: 0.5061 loss_bbox_1: 0.2925 loss_giou_1: 0.4705 loss_ce_2: 0.4603 loss_bbox_2: 0.259 loss_giou_2: 0.4281 loss_ce_3: 0.4306 loss_bbox_3: 0.2464 loss_giou_3: 0.4201 loss_ce_4: 0.424 loss_bbox_4: 0.251 loss_giou_4: 0.4136 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:28] d2.utils.events INFO: eta: 1 day, 8:23:06 iter: 34619 total_loss: 7.637 loss_ce: 0.4375 loss_bbox: 0.247 loss_giou: 0.441 loss_ce_0: 0.6208 loss_bbox_0: 0.4021 loss_giou_0: 0.6659 loss_ce_1: 0.5006 loss_bbox_1: 0.2865 loss_giou_1: 0.5144 loss_ce_2: 0.4723 loss_bbox_2: 0.2551 loss_giou_2: 0.4619 loss_ce_3: 0.4464 loss_bbox_3: 0.2417 loss_giou_3: 0.447 loss_ce_4: 0.4393 loss_bbox_4: 0.2483 loss_giou_4: 0.4422 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:33] d2.utils.events INFO: eta: 1 day, 8:23:00 iter: 34639 total_loss: 7.648 loss_ce: 0.4636 loss_bbox: 0.2488 loss_giou: 0.4113 loss_ce_0: 0.6176 loss_bbox_0: 0.4043 loss_giou_0: 0.6232 loss_ce_1: 0.526 loss_bbox_1: 0.2969 loss_giou_1: 0.4789 loss_ce_2: 0.4791 loss_bbox_2: 0.2643 loss_giou_2: 0.4308 loss_ce_3: 0.478 loss_bbox_3: 0.2522 loss_giou_3: 0.4188 loss_ce_4: 0.4619 loss_bbox_4: 0.2518 loss_giou_4: 0.4097 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:39] d2.utils.events INFO: eta: 1 day, 8:22:41 iter: 34659 total_loss: 7.497 loss_ce: 0.4228 loss_bbox: 0.246 loss_giou: 0.4265 loss_ce_0: 0.606 loss_bbox_0: 0.4154 loss_giou_0: 0.6358 loss_ce_1: 0.4834 loss_bbox_1: 0.2809 loss_giou_1: 0.4713 loss_ce_2: 0.4484 loss_bbox_2: 0.2571 loss_giou_2: 0.4423 loss_ce_3: 0.4223 loss_bbox_3: 0.2491 loss_giou_3: 0.4269 loss_ce_4: 0.4226 loss_bbox_4: 0.2454 loss_giou_4: 0.4264 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:45] d2.utils.events INFO: eta: 1 day, 8:23:08 iter: 34679 total_loss: 7.519 loss_ce: 0.4691 loss_bbox: 0.2365 loss_giou: 0.4206 loss_ce_0: 0.6187 loss_bbox_0: 0.3912 loss_giou_0: 0.659 loss_ce_1: 0.5346 loss_bbox_1: 0.2829 loss_giou_1: 0.4815 loss_ce_2: 0.4849 loss_bbox_2: 0.2488 loss_giou_2: 0.4434 loss_ce_3: 0.4718 loss_bbox_3: 0.2465 loss_giou_3: 0.4307 loss_ce_4: 0.4718 loss_bbox_4: 0.238 loss_giou_4: 0.4219 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:50] d2.utils.events INFO: eta: 1 day, 8:23:53 iter: 34699 total_loss: 7.529 loss_ce: 0.4572 loss_bbox: 0.2393 loss_giou: 0.4002 loss_ce_0: 0.6059 loss_bbox_0: 0.417 loss_giou_0: 0.6205 loss_ce_1: 0.5044 loss_bbox_1: 0.2913 loss_giou_1: 0.4685 loss_ce_2: 0.468 loss_bbox_2: 0.2657 loss_giou_2: 0.4279 loss_ce_3: 0.455 loss_bbox_3: 0.2519 loss_giou_3: 0.417 loss_ce_4: 0.4639 loss_bbox_4: 0.2452 loss_giou_4: 0.4057 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:00:56] d2.utils.events INFO: eta: 1 day, 8:24:03 iter: 34719 total_loss: 7.492 loss_ce: 0.4518 loss_bbox: 0.2422 loss_giou: 0.4361 loss_ce_0: 0.6154 loss_bbox_0: 0.4071 loss_giou_0: 0.6544 loss_ce_1: 0.52 loss_bbox_1: 0.2792 loss_giou_1: 0.5 loss_ce_2: 0.472 loss_bbox_2: 0.2522 loss_giou_2: 0.4556 loss_ce_3: 0.4587 loss_bbox_3: 0.2478 loss_giou_3: 0.4425 loss_ce_4: 0.4468 loss_bbox_4: 0.2403 loss_giou_4: 0.4404 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:02] d2.utils.events INFO: eta: 1 day, 8:24:16 iter: 34739 total_loss: 7.331 loss_ce: 0.4584 loss_bbox: 0.2348 loss_giou: 0.3966 loss_ce_0: 0.6232 loss_bbox_0: 0.3899 loss_giou_0: 0.5991 loss_ce_1: 0.5495 loss_bbox_1: 0.2707 loss_giou_1: 0.4494 loss_ce_2: 0.4972 loss_bbox_2: 0.2455 loss_giou_2: 0.4083 loss_ce_3: 0.4678 loss_bbox_3: 0.2425 loss_giou_3: 0.4005 loss_ce_4: 0.4634 loss_bbox_4: 0.237 loss_giou_4: 0.3953 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:07] d2.utils.events INFO: eta: 1 day, 8:23:33 iter: 34759 total_loss: 7.505 loss_ce: 0.4529 loss_bbox: 0.2516 loss_giou: 0.387 loss_ce_0: 0.6205 loss_bbox_0: 0.4265 loss_giou_0: 0.5977 loss_ce_1: 0.5088 loss_bbox_1: 0.3027 loss_giou_1: 0.4494 loss_ce_2: 0.4768 loss_bbox_2: 0.272 loss_giou_2: 0.4081 loss_ce_3: 0.4624 loss_bbox_3: 0.2613 loss_giou_3: 0.3944 loss_ce_4: 0.4533 loss_bbox_4: 0.2569 loss_giou_4: 0.3927 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:13] d2.utils.events INFO: eta: 1 day, 8:23:24 iter: 34779 total_loss: 7.262 loss_ce: 0.4518 loss_bbox: 0.2456 loss_giou: 0.3703 loss_ce_0: 0.6219 loss_bbox_0: 0.4183 loss_giou_0: 0.571 loss_ce_1: 0.5174 loss_bbox_1: 0.2864 loss_giou_1: 0.4367 loss_ce_2: 0.4917 loss_bbox_2: 0.2581 loss_giou_2: 0.3987 loss_ce_3: 0.4589 loss_bbox_3: 0.246 loss_giou_3: 0.3799 loss_ce_4: 0.4608 loss_bbox_4: 0.2465 loss_giou_4: 0.3723 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:19] d2.utils.events INFO: eta: 1 day, 8:23:54 iter: 34799 total_loss: 7.694 loss_ce: 0.4574 loss_bbox: 0.2529 loss_giou: 0.4445 loss_ce_0: 0.6087 loss_bbox_0: 0.3811 loss_giou_0: 0.6378 loss_ce_1: 0.5124 loss_bbox_1: 0.2917 loss_giou_1: 0.4999 loss_ce_2: 0.4805 loss_bbox_2: 0.2619 loss_giou_2: 0.4626 loss_ce_3: 0.462 loss_bbox_3: 0.2593 loss_giou_3: 0.4543 loss_ce_4: 0.4554 loss_bbox_4: 0.2578 loss_giou_4: 0.4472 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:24] d2.utils.events INFO: eta: 1 day, 8:23:49 iter: 34819 total_loss: 7.693 loss_ce: 0.455 loss_bbox: 0.2526 loss_giou: 0.4048 loss_ce_0: 0.6312 loss_bbox_0: 0.4305 loss_giou_0: 0.6378 loss_ce_1: 0.5261 loss_bbox_1: 0.3061 loss_giou_1: 0.475 loss_ce_2: 0.4688 loss_bbox_2: 0.2686 loss_giou_2: 0.434 loss_ce_3: 0.4693 loss_bbox_3: 0.2614 loss_giou_3: 0.4194 loss_ce_4: 0.455 loss_bbox_4: 0.2561 loss_giou_4: 0.4071 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:30] d2.utils.events INFO: eta: 1 day, 8:23:43 iter: 34839 total_loss: 7.839 loss_ce: 0.4712 loss_bbox: 0.2339 loss_giou: 0.4145 loss_ce_0: 0.6209 loss_bbox_0: 0.4055 loss_giou_0: 0.628 loss_ce_1: 0.5225 loss_bbox_1: 0.2824 loss_giou_1: 0.4739 loss_ce_2: 0.4987 loss_bbox_2: 0.2537 loss_giou_2: 0.4357 loss_ce_3: 0.4815 loss_bbox_3: 0.2366 loss_giou_3: 0.4303 loss_ce_4: 0.4702 loss_bbox_4: 0.2386 loss_giou_4: 0.4215 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:36] d2.utils.events INFO: eta: 1 day, 8:24:07 iter: 34859 total_loss: 7.569 loss_ce: 0.4381 loss_bbox: 0.2354 loss_giou: 0.4182 loss_ce_0: 0.6063 loss_bbox_0: 0.4164 loss_giou_0: 0.6289 loss_ce_1: 0.5196 loss_bbox_1: 0.2884 loss_giou_1: 0.4872 loss_ce_2: 0.4667 loss_bbox_2: 0.2469 loss_giou_2: 0.4443 loss_ce_3: 0.4552 loss_bbox_3: 0.2379 loss_giou_3: 0.4311 loss_ce_4: 0.4527 loss_bbox_4: 0.2392 loss_giou_4: 0.4244 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:42] d2.utils.events INFO: eta: 1 day, 8:24:02 iter: 34879 total_loss: 7.673 loss_ce: 0.4741 loss_bbox: 0.2544 loss_giou: 0.4364 loss_ce_0: 0.6219 loss_bbox_0: 0.4319 loss_giou_0: 0.6302 loss_ce_1: 0.5364 loss_bbox_1: 0.2965 loss_giou_1: 0.4872 loss_ce_2: 0.502 loss_bbox_2: 0.2698 loss_giou_2: 0.4507 loss_ce_3: 0.4803 loss_bbox_3: 0.2605 loss_giou_3: 0.4379 loss_ce_4: 0.4806 loss_bbox_4: 0.2552 loss_giou_4: 0.439 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:47] d2.utils.events INFO: eta: 1 day, 8:24:00 iter: 34899 total_loss: 7.269 loss_ce: 0.443 loss_bbox: 0.2306 loss_giou: 0.4124 loss_ce_0: 0.6056 loss_bbox_0: 0.3922 loss_giou_0: 0.6341 loss_ce_1: 0.5047 loss_bbox_1: 0.2722 loss_giou_1: 0.4826 loss_ce_2: 0.4608 loss_bbox_2: 0.2423 loss_giou_2: 0.4359 loss_ce_3: 0.4508 loss_bbox_3: 0.236 loss_giou_3: 0.4219 loss_ce_4: 0.4487 loss_bbox_4: 0.2309 loss_giou_4: 0.4169 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:53] d2.utils.events INFO: eta: 1 day, 8:24:21 iter: 34919 total_loss: 7.292 loss_ce: 0.4584 loss_bbox: 0.2299 loss_giou: 0.3985 loss_ce_0: 0.6052 loss_bbox_0: 0.4044 loss_giou_0: 0.647 loss_ce_1: 0.5145 loss_bbox_1: 0.2835 loss_giou_1: 0.4618 loss_ce_2: 0.4755 loss_bbox_2: 0.2364 loss_giou_2: 0.425 loss_ce_3: 0.4608 loss_bbox_3: 0.2293 loss_giou_3: 0.41 loss_ce_4: 0.4517 loss_bbox_4: 0.2276 loss_giou_4: 0.4047 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 16:01:59] d2.utils.events INFO: eta: 1 day, 8:24:19 iter: 34939 total_loss: 7.551 loss_ce: 0.4514 loss_bbox: 0.2432 loss_giou: 0.4332 loss_ce_0: 0.5917 loss_bbox_0: 0.4046 loss_giou_0: 0.6637 loss_ce_1: 0.5124 loss_bbox_1: 0.2914 loss_giou_1: 0.5038 loss_ce_2: 0.4695 loss_bbox_2: 0.2537 loss_giou_2: 0.4526 loss_ce_3: 0.4493 loss_bbox_3: 0.2437 loss_giou_3: 0.44 loss_ce_4: 0.4578 loss_bbox_4: 0.2446 loss_giou_4: 0.4331 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:04] d2.utils.events INFO: eta: 1 day, 8:23:52 iter: 34959 total_loss: 7.799 loss_ce: 0.4807 loss_bbox: 0.2555 loss_giou: 0.4398 loss_ce_0: 0.6272 loss_bbox_0: 0.4258 loss_giou_0: 0.6481 loss_ce_1: 0.5385 loss_bbox_1: 0.3028 loss_giou_1: 0.4975 loss_ce_2: 0.5005 loss_bbox_2: 0.2716 loss_giou_2: 0.4625 loss_ce_3: 0.4688 loss_bbox_3: 0.261 loss_giou_3: 0.4491 loss_ce_4: 0.4706 loss_bbox_4: 0.2554 loss_giou_4: 0.442 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:10] d2.utils.events INFO: eta: 1 day, 8:24:12 iter: 34979 total_loss: 7.638 loss_ce: 0.4379 loss_bbox: 0.2411 loss_giou: 0.4179 loss_ce_0: 0.6095 loss_bbox_0: 0.402 loss_giou_0: 0.6486 loss_ce_1: 0.5046 loss_bbox_1: 0.2875 loss_giou_1: 0.4907 loss_ce_2: 0.4586 loss_bbox_2: 0.2537 loss_giou_2: 0.4344 loss_ce_3: 0.4459 loss_bbox_3: 0.2481 loss_giou_3: 0.4267 loss_ce_4: 0.4382 loss_bbox_4: 0.2418 loss_giou_4: 0.422 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:16] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0034999.pth [11/02 16:02:18] d2.utils.events INFO: eta: 1 day, 8:24:11 iter: 34999 total_loss: 7.618 loss_ce: 0.425 loss_bbox: 0.2499 loss_giou: 0.4336 loss_ce_0: 0.5914 loss_bbox_0: 0.4147 loss_giou_0: 0.6263 loss_ce_1: 0.5068 loss_bbox_1: 0.2979 loss_giou_1: 0.4919 loss_ce_2: 0.4542 loss_bbox_2: 0.2718 loss_giou_2: 0.4536 loss_ce_3: 0.4348 loss_bbox_3: 0.2663 loss_giou_3: 0.4437 loss_ce_4: 0.4239 loss_bbox_4: 0.2564 loss_giou_4: 0.4377 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:23] d2.utils.events INFO: eta: 1 day, 8:24:26 iter: 35019 total_loss: 7.505 loss_ce: 0.4433 loss_bbox: 0.2585 loss_giou: 0.4158 loss_ce_0: 0.6043 loss_bbox_0: 0.419 loss_giou_0: 0.6468 loss_ce_1: 0.5048 loss_bbox_1: 0.2921 loss_giou_1: 0.484 loss_ce_2: 0.464 loss_bbox_2: 0.2702 loss_giou_2: 0.4346 loss_ce_3: 0.4494 loss_bbox_3: 0.2634 loss_giou_3: 0.4245 loss_ce_4: 0.4449 loss_bbox_4: 0.2605 loss_giou_4: 0.4145 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:29] d2.utils.events INFO: eta: 1 day, 8:24:00 iter: 35039 total_loss: 7.776 loss_ce: 0.4812 loss_bbox: 0.2476 loss_giou: 0.4212 loss_ce_0: 0.6119 loss_bbox_0: 0.4349 loss_giou_0: 0.638 loss_ce_1: 0.5217 loss_bbox_1: 0.2952 loss_giou_1: 0.4806 loss_ce_2: 0.4976 loss_bbox_2: 0.2604 loss_giou_2: 0.4405 loss_ce_3: 0.4715 loss_bbox_3: 0.2475 loss_giou_3: 0.4315 loss_ce_4: 0.4823 loss_bbox_4: 0.2471 loss_giou_4: 0.4313 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:35] d2.utils.events INFO: eta: 1 day, 8:23:54 iter: 35059 total_loss: 7.532 loss_ce: 0.4378 loss_bbox: 0.2365 loss_giou: 0.4306 loss_ce_0: 0.6023 loss_bbox_0: 0.3934 loss_giou_0: 0.6365 loss_ce_1: 0.5089 loss_bbox_1: 0.283 loss_giou_1: 0.4957 loss_ce_2: 0.4623 loss_bbox_2: 0.2562 loss_giou_2: 0.4556 loss_ce_3: 0.4352 loss_bbox_3: 0.2441 loss_giou_3: 0.4376 loss_ce_4: 0.4387 loss_bbox_4: 0.241 loss_giou_4: 0.4304 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:40] d2.utils.events INFO: eta: 1 day, 8:23:14 iter: 35079 total_loss: 7.297 loss_ce: 0.4446 loss_bbox: 0.2415 loss_giou: 0.4194 loss_ce_0: 0.6253 loss_bbox_0: 0.403 loss_giou_0: 0.6212 loss_ce_1: 0.5298 loss_bbox_1: 0.2826 loss_giou_1: 0.4802 loss_ce_2: 0.4811 loss_bbox_2: 0.2504 loss_giou_2: 0.4388 loss_ce_3: 0.4569 loss_bbox_3: 0.2441 loss_giou_3: 0.4271 loss_ce_4: 0.4461 loss_bbox_4: 0.2414 loss_giou_4: 0.4212 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:46] d2.utils.events INFO: eta: 1 day, 8:23:00 iter: 35099 total_loss: 7.502 loss_ce: 0.4401 loss_bbox: 0.2533 loss_giou: 0.4226 loss_ce_0: 0.623 loss_bbox_0: 0.4056 loss_giou_0: 0.6266 loss_ce_1: 0.516 loss_bbox_1: 0.2883 loss_giou_1: 0.4765 loss_ce_2: 0.4732 loss_bbox_2: 0.2683 loss_giou_2: 0.4358 loss_ce_3: 0.4398 loss_bbox_3: 0.2611 loss_giou_3: 0.4259 loss_ce_4: 0.4373 loss_bbox_4: 0.2531 loss_giou_4: 0.4232 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:52] d2.utils.events INFO: eta: 1 day, 8:22:59 iter: 35119 total_loss: 7.369 loss_ce: 0.4591 loss_bbox: 0.2311 loss_giou: 0.4017 loss_ce_0: 0.6179 loss_bbox_0: 0.3962 loss_giou_0: 0.6034 loss_ce_1: 0.5172 loss_bbox_1: 0.2769 loss_giou_1: 0.4667 loss_ce_2: 0.4674 loss_bbox_2: 0.2545 loss_giou_2: 0.4292 loss_ce_3: 0.4502 loss_bbox_3: 0.24 loss_giou_3: 0.4122 loss_ce_4: 0.4496 loss_bbox_4: 0.2334 loss_giou_4: 0.4033 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:02:57] d2.utils.events INFO: eta: 1 day, 8:22:53 iter: 35139 total_loss: 7.426 loss_ce: 0.4454 loss_bbox: 0.2471 loss_giou: 0.4008 loss_ce_0: 0.6008 loss_bbox_0: 0.4046 loss_giou_0: 0.6123 loss_ce_1: 0.5223 loss_bbox_1: 0.2774 loss_giou_1: 0.4424 loss_ce_2: 0.461 loss_bbox_2: 0.2552 loss_giou_2: 0.4114 loss_ce_3: 0.4531 loss_bbox_3: 0.2544 loss_giou_3: 0.4057 loss_ce_4: 0.4382 loss_bbox_4: 0.2473 loss_giou_4: 0.3981 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:03] d2.utils.events INFO: eta: 1 day, 8:22:47 iter: 35159 total_loss: 7.535 loss_ce: 0.4762 loss_bbox: 0.2472 loss_giou: 0.4125 loss_ce_0: 0.6513 loss_bbox_0: 0.4095 loss_giou_0: 0.607 loss_ce_1: 0.5346 loss_bbox_1: 0.2837 loss_giou_1: 0.4783 loss_ce_2: 0.4981 loss_bbox_2: 0.2633 loss_giou_2: 0.4316 loss_ce_3: 0.4783 loss_bbox_3: 0.2488 loss_giou_3: 0.4155 loss_ce_4: 0.4753 loss_bbox_4: 0.2462 loss_giou_4: 0.4165 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:09] d2.utils.events INFO: eta: 1 day, 8:22:30 iter: 35179 total_loss: 7.55 loss_ce: 0.4414 loss_bbox: 0.2416 loss_giou: 0.4139 loss_ce_0: 0.5797 loss_bbox_0: 0.3997 loss_giou_0: 0.6096 loss_ce_1: 0.5034 loss_bbox_1: 0.2812 loss_giou_1: 0.4736 loss_ce_2: 0.4519 loss_bbox_2: 0.2557 loss_giou_2: 0.4341 loss_ce_3: 0.4344 loss_bbox_3: 0.2546 loss_giou_3: 0.4207 loss_ce_4: 0.4393 loss_bbox_4: 0.2458 loss_giou_4: 0.4169 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:14] d2.utils.events INFO: eta: 1 day, 8:22:54 iter: 35199 total_loss: 7.755 loss_ce: 0.4697 loss_bbox: 0.2575 loss_giou: 0.4349 loss_ce_0: 0.6456 loss_bbox_0: 0.4235 loss_giou_0: 0.6561 loss_ce_1: 0.5389 loss_bbox_1: 0.2922 loss_giou_1: 0.4891 loss_ce_2: 0.5017 loss_bbox_2: 0.2633 loss_giou_2: 0.4392 loss_ce_3: 0.4747 loss_bbox_3: 0.2607 loss_giou_3: 0.4299 loss_ce_4: 0.4729 loss_bbox_4: 0.2566 loss_giou_4: 0.4317 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:20] d2.utils.events INFO: eta: 1 day, 8:22:57 iter: 35219 total_loss: 7.396 loss_ce: 0.4478 loss_bbox: 0.243 loss_giou: 0.4023 loss_ce_0: 0.6194 loss_bbox_0: 0.406 loss_giou_0: 0.6199 loss_ce_1: 0.518 loss_bbox_1: 0.2791 loss_giou_1: 0.4651 loss_ce_2: 0.4988 loss_bbox_2: 0.2552 loss_giou_2: 0.4196 loss_ce_3: 0.46 loss_bbox_3: 0.252 loss_giou_3: 0.4108 loss_ce_4: 0.4405 loss_bbox_4: 0.2462 loss_giou_4: 0.4046 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:26] d2.utils.events INFO: eta: 1 day, 8:23:21 iter: 35239 total_loss: 7.368 loss_ce: 0.435 loss_bbox: 0.2326 loss_giou: 0.4271 loss_ce_0: 0.6035 loss_bbox_0: 0.3938 loss_giou_0: 0.641 loss_ce_1: 0.5094 loss_bbox_1: 0.2679 loss_giou_1: 0.4927 loss_ce_2: 0.4655 loss_bbox_2: 0.24 loss_giou_2: 0.4479 loss_ce_3: 0.4353 loss_bbox_3: 0.2364 loss_giou_3: 0.4346 loss_ce_4: 0.4354 loss_bbox_4: 0.2321 loss_giou_4: 0.4293 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:32] d2.utils.events INFO: eta: 1 day, 8:23:35 iter: 35259 total_loss: 7.508 loss_ce: 0.4618 loss_bbox: 0.2401 loss_giou: 0.4223 loss_ce_0: 0.592 loss_bbox_0: 0.4072 loss_giou_0: 0.6097 loss_ce_1: 0.5204 loss_bbox_1: 0.2815 loss_giou_1: 0.468 loss_ce_2: 0.4694 loss_bbox_2: 0.2592 loss_giou_2: 0.4377 loss_ce_3: 0.4728 loss_bbox_3: 0.2493 loss_giou_3: 0.4354 loss_ce_4: 0.467 loss_bbox_4: 0.2454 loss_giou_4: 0.4299 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:37] d2.utils.events INFO: eta: 1 day, 8:24:48 iter: 35279 total_loss: 7.378 loss_ce: 0.437 loss_bbox: 0.2289 loss_giou: 0.3999 loss_ce_0: 0.6046 loss_bbox_0: 0.3969 loss_giou_0: 0.6181 loss_ce_1: 0.502 loss_bbox_1: 0.2826 loss_giou_1: 0.4673 loss_ce_2: 0.462 loss_bbox_2: 0.2471 loss_giou_2: 0.4185 loss_ce_3: 0.4339 loss_bbox_3: 0.2346 loss_giou_3: 0.4028 loss_ce_4: 0.4385 loss_bbox_4: 0.2346 loss_giou_4: 0.3982 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:43] d2.utils.events INFO: eta: 1 day, 8:24:03 iter: 35299 total_loss: 7.467 loss_ce: 0.4389 loss_bbox: 0.2507 loss_giou: 0.4175 loss_ce_0: 0.5957 loss_bbox_0: 0.4042 loss_giou_0: 0.6156 loss_ce_1: 0.4978 loss_bbox_1: 0.2772 loss_giou_1: 0.4672 loss_ce_2: 0.4625 loss_bbox_2: 0.2679 loss_giou_2: 0.4266 loss_ce_3: 0.4432 loss_bbox_3: 0.2562 loss_giou_3: 0.4182 loss_ce_4: 0.4408 loss_bbox_4: 0.2462 loss_giou_4: 0.4132 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:49] d2.utils.events INFO: eta: 1 day, 8:25:36 iter: 35319 total_loss: 7.474 loss_ce: 0.4766 loss_bbox: 0.2387 loss_giou: 0.412 loss_ce_0: 0.6343 loss_bbox_0: 0.3917 loss_giou_0: 0.6205 loss_ce_1: 0.539 loss_bbox_1: 0.2767 loss_giou_1: 0.4558 loss_ce_2: 0.4941 loss_bbox_2: 0.2492 loss_giou_2: 0.4229 loss_ce_3: 0.4809 loss_bbox_3: 0.2405 loss_giou_3: 0.4155 loss_ce_4: 0.4722 loss_bbox_4: 0.2366 loss_giou_4: 0.4118 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 16:03:54] d2.utils.events INFO: eta: 1 day, 8:25:01 iter: 35339 total_loss: 7.235 loss_ce: 0.4507 loss_bbox: 0.25 loss_giou: 0.3987 loss_ce_0: 0.5959 loss_bbox_0: 0.4148 loss_giou_0: 0.59 loss_ce_1: 0.5084 loss_bbox_1: 0.2947 loss_giou_1: 0.4542 loss_ce_2: 0.4725 loss_bbox_2: 0.2598 loss_giou_2: 0.4133 loss_ce_3: 0.4454 loss_bbox_3: 0.2512 loss_giou_3: 0.4074 loss_ce_4: 0.4435 loss_bbox_4: 0.2479 loss_giou_4: 0.4031 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:00] d2.utils.events INFO: eta: 1 day, 8:23:32 iter: 35359 total_loss: 7.372 loss_ce: 0.4417 loss_bbox: 0.237 loss_giou: 0.3942 loss_ce_0: 0.5974 loss_bbox_0: 0.4227 loss_giou_0: 0.617 loss_ce_1: 0.5078 loss_bbox_1: 0.2793 loss_giou_1: 0.4592 loss_ce_2: 0.4669 loss_bbox_2: 0.2498 loss_giou_2: 0.4122 loss_ce_3: 0.4395 loss_bbox_3: 0.2397 loss_giou_3: 0.4055 loss_ce_4: 0.44 loss_bbox_4: 0.2376 loss_giou_4: 0.3976 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:06] d2.utils.events INFO: eta: 1 day, 8:22:42 iter: 35379 total_loss: 7.448 loss_ce: 0.4624 loss_bbox: 0.2601 loss_giou: 0.3962 loss_ce_0: 0.6154 loss_bbox_0: 0.4198 loss_giou_0: 0.6072 loss_ce_1: 0.5195 loss_bbox_1: 0.2983 loss_giou_1: 0.4672 loss_ce_2: 0.4821 loss_bbox_2: 0.2728 loss_giou_2: 0.4196 loss_ce_3: 0.4645 loss_bbox_3: 0.2602 loss_giou_3: 0.4021 loss_ce_4: 0.4685 loss_bbox_4: 0.2568 loss_giou_4: 0.3989 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:11] d2.utils.events INFO: eta: 1 day, 8:22:56 iter: 35399 total_loss: 7.213 loss_ce: 0.4282 loss_bbox: 0.2543 loss_giou: 0.3906 loss_ce_0: 0.5955 loss_bbox_0: 0.4182 loss_giou_0: 0.5998 loss_ce_1: 0.5027 loss_bbox_1: 0.2942 loss_giou_1: 0.4463 loss_ce_2: 0.453 loss_bbox_2: 0.2646 loss_giou_2: 0.4147 loss_ce_3: 0.4245 loss_bbox_3: 0.2611 loss_giou_3: 0.4019 loss_ce_4: 0.4238 loss_bbox_4: 0.2542 loss_giou_4: 0.3954 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:17] d2.utils.events INFO: eta: 1 day, 8:23:15 iter: 35419 total_loss: 7.46 loss_ce: 0.4485 loss_bbox: 0.2383 loss_giou: 0.4057 loss_ce_0: 0.6112 loss_bbox_0: 0.416 loss_giou_0: 0.6312 loss_ce_1: 0.5208 loss_bbox_1: 0.2933 loss_giou_1: 0.4719 loss_ce_2: 0.4802 loss_bbox_2: 0.2559 loss_giou_2: 0.4356 loss_ce_3: 0.4637 loss_bbox_3: 0.2465 loss_giou_3: 0.4203 loss_ce_4: 0.448 loss_bbox_4: 0.2402 loss_giou_4: 0.411 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:23] d2.utils.events INFO: eta: 1 day, 8:23:38 iter: 35439 total_loss: 7.358 loss_ce: 0.4416 loss_bbox: 0.2377 loss_giou: 0.422 loss_ce_0: 0.6093 loss_bbox_0: 0.3922 loss_giou_0: 0.6142 loss_ce_1: 0.5051 loss_bbox_1: 0.271 loss_giou_1: 0.4812 loss_ce_2: 0.4608 loss_bbox_2: 0.2435 loss_giou_2: 0.4367 loss_ce_3: 0.4362 loss_bbox_3: 0.2411 loss_giou_3: 0.4289 loss_ce_4: 0.4431 loss_bbox_4: 0.2372 loss_giou_4: 0.4242 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:29] d2.utils.events INFO: eta: 1 day, 8:24:38 iter: 35459 total_loss: 7.679 loss_ce: 0.4561 loss_bbox: 0.2623 loss_giou: 0.4218 loss_ce_0: 0.6037 loss_bbox_0: 0.4263 loss_giou_0: 0.6184 loss_ce_1: 0.509 loss_bbox_1: 0.313 loss_giou_1: 0.4863 loss_ce_2: 0.4734 loss_bbox_2: 0.2773 loss_giou_2: 0.4462 loss_ce_3: 0.4543 loss_bbox_3: 0.264 loss_giou_3: 0.4269 loss_ce_4: 0.4604 loss_bbox_4: 0.2597 loss_giou_4: 0.4229 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:34] d2.utils.events INFO: eta: 1 day, 8:25:19 iter: 35479 total_loss: 7.762 loss_ce: 0.4646 loss_bbox: 0.2452 loss_giou: 0.4168 loss_ce_0: 0.6324 loss_bbox_0: 0.4284 loss_giou_0: 0.621 loss_ce_1: 0.5167 loss_bbox_1: 0.3112 loss_giou_1: 0.4864 loss_ce_2: 0.4932 loss_bbox_2: 0.2748 loss_giou_2: 0.4399 loss_ce_3: 0.4799 loss_bbox_3: 0.2596 loss_giou_3: 0.4274 loss_ce_4: 0.4718 loss_bbox_4: 0.2522 loss_giou_4: 0.4207 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:40] d2.utils.events INFO: eta: 1 day, 8:24:38 iter: 35499 total_loss: 7.531 loss_ce: 0.4586 loss_bbox: 0.235 loss_giou: 0.4426 loss_ce_0: 0.6134 loss_bbox_0: 0.4082 loss_giou_0: 0.6645 loss_ce_1: 0.5241 loss_bbox_1: 0.281 loss_giou_1: 0.5008 loss_ce_2: 0.4959 loss_bbox_2: 0.2557 loss_giou_2: 0.457 loss_ce_3: 0.4591 loss_bbox_3: 0.2479 loss_giou_3: 0.4508 loss_ce_4: 0.4584 loss_bbox_4: 0.2401 loss_giou_4: 0.4428 time: 0.2802 data_time: 0.0175 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:46] d2.utils.events INFO: eta: 1 day, 8:24:55 iter: 35519 total_loss: 7.59 loss_ce: 0.4986 loss_bbox: 0.258 loss_giou: 0.3781 loss_ce_0: 0.6369 loss_bbox_0: 0.4168 loss_giou_0: 0.5901 loss_ce_1: 0.54 loss_bbox_1: 0.2998 loss_giou_1: 0.4333 loss_ce_2: 0.5133 loss_bbox_2: 0.2653 loss_giou_2: 0.3934 loss_ce_3: 0.5026 loss_bbox_3: 0.2641 loss_giou_3: 0.3906 loss_ce_4: 0.4881 loss_bbox_4: 0.2567 loss_giou_4: 0.381 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:51] d2.utils.events INFO: eta: 1 day, 8:24:15 iter: 35539 total_loss: 7.436 loss_ce: 0.4534 loss_bbox: 0.2585 loss_giou: 0.4023 loss_ce_0: 0.5912 loss_bbox_0: 0.4011 loss_giou_0: 0.6082 loss_ce_1: 0.5002 loss_bbox_1: 0.3059 loss_giou_1: 0.4644 loss_ce_2: 0.4737 loss_bbox_2: 0.2727 loss_giou_2: 0.4252 loss_ce_3: 0.4537 loss_bbox_3: 0.2605 loss_giou_3: 0.4146 loss_ce_4: 0.4496 loss_bbox_4: 0.2602 loss_giou_4: 0.404 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 16:04:57] d2.utils.events INFO: eta: 1 day, 8:23:52 iter: 35559 total_loss: 7.123 loss_ce: 0.4289 loss_bbox: 0.2461 loss_giou: 0.4174 loss_ce_0: 0.5925 loss_bbox_0: 0.3896 loss_giou_0: 0.6212 loss_ce_1: 0.4993 loss_bbox_1: 0.2839 loss_giou_1: 0.4699 loss_ce_2: 0.4418 loss_bbox_2: 0.2589 loss_giou_2: 0.4294 loss_ce_3: 0.4316 loss_bbox_3: 0.2516 loss_giou_3: 0.4187 loss_ce_4: 0.4258 loss_bbox_4: 0.2449 loss_giou_4: 0.4171 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:03] d2.utils.events INFO: eta: 1 day, 8:24:04 iter: 35579 total_loss: 7.693 loss_ce: 0.4592 loss_bbox: 0.2282 loss_giou: 0.4335 loss_ce_0: 0.6299 loss_bbox_0: 0.3925 loss_giou_0: 0.6506 loss_ce_1: 0.5236 loss_bbox_1: 0.2778 loss_giou_1: 0.5055 loss_ce_2: 0.4966 loss_bbox_2: 0.2476 loss_giou_2: 0.4611 loss_ce_3: 0.4695 loss_bbox_3: 0.2308 loss_giou_3: 0.4429 loss_ce_4: 0.4622 loss_bbox_4: 0.2284 loss_giou_4: 0.4342 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:08] d2.utils.events INFO: eta: 1 day, 8:23:49 iter: 35599 total_loss: 7.607 loss_ce: 0.4529 loss_bbox: 0.2421 loss_giou: 0.4108 loss_ce_0: 0.6011 loss_bbox_0: 0.4023 loss_giou_0: 0.6008 loss_ce_1: 0.5177 loss_bbox_1: 0.2822 loss_giou_1: 0.4687 loss_ce_2: 0.4672 loss_bbox_2: 0.2592 loss_giou_2: 0.4336 loss_ce_3: 0.4575 loss_bbox_3: 0.2502 loss_giou_3: 0.4159 loss_ce_4: 0.4468 loss_bbox_4: 0.2447 loss_giou_4: 0.4114 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:14] d2.utils.events INFO: eta: 1 day, 8:23:29 iter: 35619 total_loss: 7.237 loss_ce: 0.4334 loss_bbox: 0.2402 loss_giou: 0.3968 loss_ce_0: 0.5892 loss_bbox_0: 0.4003 loss_giou_0: 0.6097 loss_ce_1: 0.4994 loss_bbox_1: 0.291 loss_giou_1: 0.4574 loss_ce_2: 0.4552 loss_bbox_2: 0.2586 loss_giou_2: 0.4291 loss_ce_3: 0.432 loss_bbox_3: 0.2539 loss_giou_3: 0.4102 loss_ce_4: 0.4306 loss_bbox_4: 0.2414 loss_giou_4: 0.402 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:20] d2.utils.events INFO: eta: 1 day, 8:22:39 iter: 35639 total_loss: 7.563 loss_ce: 0.4643 loss_bbox: 0.2383 loss_giou: 0.4104 loss_ce_0: 0.625 loss_bbox_0: 0.4038 loss_giou_0: 0.6339 loss_ce_1: 0.532 loss_bbox_1: 0.285 loss_giou_1: 0.4717 loss_ce_2: 0.4941 loss_bbox_2: 0.259 loss_giou_2: 0.4299 loss_ce_3: 0.4726 loss_bbox_3: 0.2453 loss_giou_3: 0.4143 loss_ce_4: 0.4609 loss_bbox_4: 0.2381 loss_giou_4: 0.4137 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:25] d2.utils.events INFO: eta: 1 day, 8:22:33 iter: 35659 total_loss: 7.605 loss_ce: 0.4295 loss_bbox: 0.2525 loss_giou: 0.4049 loss_ce_0: 0.5886 loss_bbox_0: 0.4134 loss_giou_0: 0.6262 loss_ce_1: 0.4902 loss_bbox_1: 0.3031 loss_giou_1: 0.4595 loss_ce_2: 0.4609 loss_bbox_2: 0.2677 loss_giou_2: 0.4265 loss_ce_3: 0.4474 loss_bbox_3: 0.2581 loss_giou_3: 0.4082 loss_ce_4: 0.4371 loss_bbox_4: 0.2541 loss_giou_4: 0.4083 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:31] d2.utils.events INFO: eta: 1 day, 8:21:47 iter: 35679 total_loss: 7.808 loss_ce: 0.4494 loss_bbox: 0.264 loss_giou: 0.4405 loss_ce_0: 0.6105 loss_bbox_0: 0.4385 loss_giou_0: 0.6523 loss_ce_1: 0.5114 loss_bbox_1: 0.3083 loss_giou_1: 0.5049 loss_ce_2: 0.4682 loss_bbox_2: 0.2781 loss_giou_2: 0.4599 loss_ce_3: 0.459 loss_bbox_3: 0.2689 loss_giou_3: 0.4449 loss_ce_4: 0.4507 loss_bbox_4: 0.275 loss_giou_4: 0.4415 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:37] d2.utils.events INFO: eta: 1 day, 8:21:03 iter: 35699 total_loss: 7.365 loss_ce: 0.4512 loss_bbox: 0.2562 loss_giou: 0.3946 loss_ce_0: 0.6048 loss_bbox_0: 0.4338 loss_giou_0: 0.5984 loss_ce_1: 0.5128 loss_bbox_1: 0.3029 loss_giou_1: 0.4523 loss_ce_2: 0.466 loss_bbox_2: 0.2726 loss_giou_2: 0.4126 loss_ce_3: 0.4503 loss_bbox_3: 0.2625 loss_giou_3: 0.4061 loss_ce_4: 0.4569 loss_bbox_4: 0.256 loss_giou_4: 0.3976 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:42] d2.utils.events INFO: eta: 1 day, 8:20:51 iter: 35719 total_loss: 7.337 loss_ce: 0.4235 loss_bbox: 0.2529 loss_giou: 0.3978 loss_ce_0: 0.5893 loss_bbox_0: 0.4207 loss_giou_0: 0.6106 loss_ce_1: 0.5005 loss_bbox_1: 0.2946 loss_giou_1: 0.4596 loss_ce_2: 0.4584 loss_bbox_2: 0.2659 loss_giou_2: 0.4156 loss_ce_3: 0.4261 loss_bbox_3: 0.2614 loss_giou_3: 0.4065 loss_ce_4: 0.4277 loss_bbox_4: 0.2564 loss_giou_4: 0.3994 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:48] d2.utils.events INFO: eta: 1 day, 8:20:37 iter: 35739 total_loss: 7.272 loss_ce: 0.4274 loss_bbox: 0.2475 loss_giou: 0.4125 loss_ce_0: 0.6147 loss_bbox_0: 0.4191 loss_giou_0: 0.6161 loss_ce_1: 0.5234 loss_bbox_1: 0.2946 loss_giou_1: 0.4627 loss_ce_2: 0.4677 loss_bbox_2: 0.2629 loss_giou_2: 0.4234 loss_ce_3: 0.4354 loss_bbox_3: 0.2558 loss_giou_3: 0.4163 loss_ce_4: 0.4276 loss_bbox_4: 0.2553 loss_giou_4: 0.4196 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:54] d2.utils.events INFO: eta: 1 day, 8:20:46 iter: 35759 total_loss: 7.306 loss_ce: 0.4514 loss_bbox: 0.2281 loss_giou: 0.3743 loss_ce_0: 0.6101 loss_bbox_0: 0.4104 loss_giou_0: 0.6048 loss_ce_1: 0.5162 loss_bbox_1: 0.2753 loss_giou_1: 0.4453 loss_ce_2: 0.4797 loss_bbox_2: 0.2468 loss_giou_2: 0.3936 loss_ce_3: 0.4533 loss_bbox_3: 0.2318 loss_giou_3: 0.3899 loss_ce_4: 0.4456 loss_bbox_4: 0.2324 loss_giou_4: 0.3789 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 16:05:59] d2.utils.events INFO: eta: 1 day, 8:21:37 iter: 35779 total_loss: 7.569 loss_ce: 0.485 loss_bbox: 0.2438 loss_giou: 0.4078 loss_ce_0: 0.6015 loss_bbox_0: 0.4123 loss_giou_0: 0.6315 loss_ce_1: 0.5213 loss_bbox_1: 0.2922 loss_giou_1: 0.4581 loss_ce_2: 0.4809 loss_bbox_2: 0.2547 loss_giou_2: 0.4179 loss_ce_3: 0.4859 loss_bbox_3: 0.2492 loss_giou_3: 0.4134 loss_ce_4: 0.4807 loss_bbox_4: 0.2478 loss_giou_4: 0.409 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:05] d2.utils.events INFO: eta: 1 day, 8:21:03 iter: 35799 total_loss: 7.42 loss_ce: 0.4637 loss_bbox: 0.2277 loss_giou: 0.3946 loss_ce_0: 0.6237 loss_bbox_0: 0.4117 loss_giou_0: 0.6072 loss_ce_1: 0.5254 loss_bbox_1: 0.2635 loss_giou_1: 0.4472 loss_ce_2: 0.4815 loss_bbox_2: 0.2422 loss_giou_2: 0.4078 loss_ce_3: 0.4634 loss_bbox_3: 0.2317 loss_giou_3: 0.3973 loss_ce_4: 0.4585 loss_bbox_4: 0.2315 loss_giou_4: 0.3927 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:11] d2.utils.events INFO: eta: 1 day, 8:21:26 iter: 35819 total_loss: 7.472 loss_ce: 0.4537 loss_bbox: 0.2427 loss_giou: 0.4291 loss_ce_0: 0.6075 loss_bbox_0: 0.4142 loss_giou_0: 0.659 loss_ce_1: 0.5105 loss_bbox_1: 0.2873 loss_giou_1: 0.4929 loss_ce_2: 0.4725 loss_bbox_2: 0.2585 loss_giou_2: 0.4468 loss_ce_3: 0.4523 loss_bbox_3: 0.2438 loss_giou_3: 0.4379 loss_ce_4: 0.4492 loss_bbox_4: 0.2458 loss_giou_4: 0.4351 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:16] d2.utils.events INFO: eta: 1 day, 8:21:25 iter: 35839 total_loss: 7.362 loss_ce: 0.4386 loss_bbox: 0.2364 loss_giou: 0.4059 loss_ce_0: 0.602 loss_bbox_0: 0.3975 loss_giou_0: 0.6119 loss_ce_1: 0.5153 loss_bbox_1: 0.2838 loss_giou_1: 0.4662 loss_ce_2: 0.4683 loss_bbox_2: 0.2569 loss_giou_2: 0.428 loss_ce_3: 0.4456 loss_bbox_3: 0.2519 loss_giou_3: 0.4225 loss_ce_4: 0.445 loss_bbox_4: 0.2353 loss_giou_4: 0.4128 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:22] d2.utils.events INFO: eta: 1 day, 8:20:04 iter: 35859 total_loss: 7.42 loss_ce: 0.4569 loss_bbox: 0.2436 loss_giou: 0.4013 loss_ce_0: 0.6145 loss_bbox_0: 0.4098 loss_giou_0: 0.6188 loss_ce_1: 0.5199 loss_bbox_1: 0.2792 loss_giou_1: 0.4683 loss_ce_2: 0.4764 loss_bbox_2: 0.2547 loss_giou_2: 0.4258 loss_ce_3: 0.4627 loss_bbox_3: 0.2459 loss_giou_3: 0.4106 loss_ce_4: 0.4491 loss_bbox_4: 0.2423 loss_giou_4: 0.4033 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:28] d2.utils.events INFO: eta: 1 day, 8:20:30 iter: 35879 total_loss: 7.29 loss_ce: 0.4084 loss_bbox: 0.2297 loss_giou: 0.4386 loss_ce_0: 0.6009 loss_bbox_0: 0.3923 loss_giou_0: 0.6616 loss_ce_1: 0.5023 loss_bbox_1: 0.2846 loss_giou_1: 0.4975 loss_ce_2: 0.4456 loss_bbox_2: 0.2541 loss_giou_2: 0.4583 loss_ce_3: 0.4134 loss_bbox_3: 0.2387 loss_giou_3: 0.444 loss_ce_4: 0.403 loss_bbox_4: 0.2411 loss_giou_4: 0.4427 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:33] d2.utils.events INFO: eta: 1 day, 8:20:09 iter: 35899 total_loss: 7.047 loss_ce: 0.4382 loss_bbox: 0.2495 loss_giou: 0.3771 loss_ce_0: 0.592 loss_bbox_0: 0.3993 loss_giou_0: 0.5527 loss_ce_1: 0.4957 loss_bbox_1: 0.2918 loss_giou_1: 0.4163 loss_ce_2: 0.4784 loss_bbox_2: 0.2673 loss_giou_2: 0.3931 loss_ce_3: 0.4424 loss_bbox_3: 0.2558 loss_giou_3: 0.3866 loss_ce_4: 0.4322 loss_bbox_4: 0.2491 loss_giou_4: 0.3794 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:39] d2.utils.events INFO: eta: 1 day, 8:19:47 iter: 35919 total_loss: 7.833 loss_ce: 0.4878 loss_bbox: 0.2401 loss_giou: 0.4164 loss_ce_0: 0.6389 loss_bbox_0: 0.4191 loss_giou_0: 0.6436 loss_ce_1: 0.5332 loss_bbox_1: 0.295 loss_giou_1: 0.4815 loss_ce_2: 0.4904 loss_bbox_2: 0.2462 loss_giou_2: 0.4391 loss_ce_3: 0.4848 loss_bbox_3: 0.2451 loss_giou_3: 0.4235 loss_ce_4: 0.4805 loss_bbox_4: 0.2501 loss_giou_4: 0.4165 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:45] d2.utils.events INFO: eta: 1 day, 8:19:32 iter: 35939 total_loss: 7.569 loss_ce: 0.4532 loss_bbox: 0.2448 loss_giou: 0.419 loss_ce_0: 0.6136 loss_bbox_0: 0.4077 loss_giou_0: 0.6167 loss_ce_1: 0.5218 loss_bbox_1: 0.2857 loss_giou_1: 0.4849 loss_ce_2: 0.4669 loss_bbox_2: 0.2614 loss_giou_2: 0.4373 loss_ce_3: 0.4591 loss_bbox_3: 0.2513 loss_giou_3: 0.425 loss_ce_4: 0.4513 loss_bbox_4: 0.2495 loss_giou_4: 0.4176 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:50] d2.utils.events INFO: eta: 1 day, 8:19:27 iter: 35959 total_loss: 7.425 loss_ce: 0.4742 loss_bbox: 0.2542 loss_giou: 0.4 loss_ce_0: 0.6276 loss_bbox_0: 0.4319 loss_giou_0: 0.6206 loss_ce_1: 0.5361 loss_bbox_1: 0.2978 loss_giou_1: 0.4672 loss_ce_2: 0.5027 loss_bbox_2: 0.2656 loss_giou_2: 0.4233 loss_ce_3: 0.4785 loss_bbox_3: 0.2519 loss_giou_3: 0.4102 loss_ce_4: 0.4697 loss_bbox_4: 0.2555 loss_giou_4: 0.403 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 16:06:56] d2.utils.events INFO: eta: 1 day, 8:19:15 iter: 35979 total_loss: 7.165 loss_ce: 0.4167 loss_bbox: 0.2402 loss_giou: 0.4031 loss_ce_0: 0.5768 loss_bbox_0: 0.3904 loss_giou_0: 0.6197 loss_ce_1: 0.4823 loss_bbox_1: 0.281 loss_giou_1: 0.4574 loss_ce_2: 0.4383 loss_bbox_2: 0.2579 loss_giou_2: 0.4224 loss_ce_3: 0.4221 loss_bbox_3: 0.2452 loss_giou_3: 0.4143 loss_ce_4: 0.4127 loss_bbox_4: 0.2386 loss_giou_4: 0.4058 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:02] d2.utils.events INFO: eta: 1 day, 8:19:12 iter: 35999 total_loss: 7.399 loss_ce: 0.4518 loss_bbox: 0.2489 loss_giou: 0.4041 loss_ce_0: 0.605 loss_bbox_0: 0.4115 loss_giou_0: 0.6334 loss_ce_1: 0.519 loss_bbox_1: 0.2833 loss_giou_1: 0.4771 loss_ce_2: 0.4799 loss_bbox_2: 0.257 loss_giou_2: 0.4313 loss_ce_3: 0.456 loss_bbox_3: 0.2549 loss_giou_3: 0.4171 loss_ce_4: 0.4539 loss_bbox_4: 0.2478 loss_giou_4: 0.4068 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:07] d2.utils.events INFO: eta: 1 day, 8:18:35 iter: 36019 total_loss: 7.443 loss_ce: 0.4499 loss_bbox: 0.2357 loss_giou: 0.3952 loss_ce_0: 0.6195 loss_bbox_0: 0.3955 loss_giou_0: 0.6157 loss_ce_1: 0.5198 loss_bbox_1: 0.274 loss_giou_1: 0.4577 loss_ce_2: 0.4718 loss_bbox_2: 0.2448 loss_giou_2: 0.4116 loss_ce_3: 0.4544 loss_bbox_3: 0.2393 loss_giou_3: 0.4028 loss_ce_4: 0.4486 loss_bbox_4: 0.2414 loss_giou_4: 0.4001 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:13] d2.utils.events INFO: eta: 1 day, 8:19:00 iter: 36039 total_loss: 7.695 loss_ce: 0.4771 loss_bbox: 0.2508 loss_giou: 0.4262 loss_ce_0: 0.626 loss_bbox_0: 0.4129 loss_giou_0: 0.6309 loss_ce_1: 0.5364 loss_bbox_1: 0.2961 loss_giou_1: 0.4888 loss_ce_2: 0.4976 loss_bbox_2: 0.2676 loss_giou_2: 0.4479 loss_ce_3: 0.4856 loss_bbox_3: 0.2578 loss_giou_3: 0.4323 loss_ce_4: 0.4798 loss_bbox_4: 0.2514 loss_giou_4: 0.4289 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:19] d2.utils.events INFO: eta: 1 day, 8:18:40 iter: 36059 total_loss: 7.4 loss_ce: 0.4532 loss_bbox: 0.2471 loss_giou: 0.4193 loss_ce_0: 0.5954 loss_bbox_0: 0.3987 loss_giou_0: 0.6323 loss_ce_1: 0.5162 loss_bbox_1: 0.2812 loss_giou_1: 0.4741 loss_ce_2: 0.4689 loss_bbox_2: 0.26 loss_giou_2: 0.4348 loss_ce_3: 0.4495 loss_bbox_3: 0.2538 loss_giou_3: 0.4232 loss_ce_4: 0.4548 loss_bbox_4: 0.2472 loss_giou_4: 0.4145 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:25] d2.utils.events INFO: eta: 1 day, 8:18:59 iter: 36079 total_loss: 7.468 loss_ce: 0.4703 loss_bbox: 0.2503 loss_giou: 0.3831 loss_ce_0: 0.6304 loss_bbox_0: 0.4211 loss_giou_0: 0.6208 loss_ce_1: 0.5257 loss_bbox_1: 0.2955 loss_giou_1: 0.4497 loss_ce_2: 0.5061 loss_bbox_2: 0.2753 loss_giou_2: 0.4042 loss_ce_3: 0.4739 loss_bbox_3: 0.2649 loss_giou_3: 0.3918 loss_ce_4: 0.4721 loss_bbox_4: 0.2583 loss_giou_4: 0.3853 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:30] d2.utils.events INFO: eta: 1 day, 8:19:14 iter: 36099 total_loss: 7.446 loss_ce: 0.4191 loss_bbox: 0.2317 loss_giou: 0.4292 loss_ce_0: 0.6054 loss_bbox_0: 0.4075 loss_giou_0: 0.6692 loss_ce_1: 0.5095 loss_bbox_1: 0.2722 loss_giou_1: 0.4989 loss_ce_2: 0.4622 loss_bbox_2: 0.2375 loss_giou_2: 0.4482 loss_ce_3: 0.4348 loss_bbox_3: 0.2354 loss_giou_3: 0.4391 loss_ce_4: 0.4173 loss_bbox_4: 0.2332 loss_giou_4: 0.4302 time: 0.2802 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:36] d2.utils.events INFO: eta: 1 day, 8:20:06 iter: 36119 total_loss: 7.621 loss_ce: 0.4655 loss_bbox: 0.2537 loss_giou: 0.4234 loss_ce_0: 0.632 loss_bbox_0: 0.4206 loss_giou_0: 0.6313 loss_ce_1: 0.548 loss_bbox_1: 0.2906 loss_giou_1: 0.4793 loss_ce_2: 0.4926 loss_bbox_2: 0.2684 loss_giou_2: 0.4447 loss_ce_3: 0.465 loss_bbox_3: 0.2572 loss_giou_3: 0.4334 loss_ce_4: 0.4704 loss_bbox_4: 0.2475 loss_giou_4: 0.4249 time: 0.2802 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:42] d2.utils.events INFO: eta: 1 day, 8:20:00 iter: 36139 total_loss: 6.926 loss_ce: 0.4268 loss_bbox: 0.2342 loss_giou: 0.3964 loss_ce_0: 0.5948 loss_bbox_0: 0.391 loss_giou_0: 0.6217 loss_ce_1: 0.4971 loss_bbox_1: 0.277 loss_giou_1: 0.4595 loss_ce_2: 0.4367 loss_bbox_2: 0.2527 loss_giou_2: 0.4273 loss_ce_3: 0.4219 loss_bbox_3: 0.2442 loss_giou_3: 0.4074 loss_ce_4: 0.4256 loss_bbox_4: 0.2349 loss_giou_4: 0.3995 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:47] d2.utils.events INFO: eta: 1 day, 8:19:55 iter: 36159 total_loss: 7.198 loss_ce: 0.4624 loss_bbox: 0.2458 loss_giou: 0.3859 loss_ce_0: 0.5938 loss_bbox_0: 0.3967 loss_giou_0: 0.6 loss_ce_1: 0.5113 loss_bbox_1: 0.2751 loss_giou_1: 0.4471 loss_ce_2: 0.4824 loss_bbox_2: 0.2534 loss_giou_2: 0.4097 loss_ce_3: 0.4539 loss_bbox_3: 0.2469 loss_giou_3: 0.3955 loss_ce_4: 0.453 loss_bbox_4: 0.2392 loss_giou_4: 0.3881 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:53] d2.utils.events INFO: eta: 1 day, 8:20:57 iter: 36179 total_loss: 7.745 loss_ce: 0.4683 loss_bbox: 0.2517 loss_giou: 0.409 loss_ce_0: 0.6181 loss_bbox_0: 0.3994 loss_giou_0: 0.6136 loss_ce_1: 0.5202 loss_bbox_1: 0.2906 loss_giou_1: 0.4603 loss_ce_2: 0.4745 loss_bbox_2: 0.2632 loss_giou_2: 0.4216 loss_ce_3: 0.4688 loss_bbox_3: 0.2528 loss_giou_3: 0.4084 loss_ce_4: 0.4645 loss_bbox_4: 0.2541 loss_giou_4: 0.4061 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 16:07:59] d2.utils.events INFO: eta: 1 day, 8:20:51 iter: 36199 total_loss: 7.701 loss_ce: 0.4528 loss_bbox: 0.2444 loss_giou: 0.4241 loss_ce_0: 0.6158 loss_bbox_0: 0.3957 loss_giou_0: 0.6252 loss_ce_1: 0.5224 loss_bbox_1: 0.285 loss_giou_1: 0.4861 loss_ce_2: 0.4819 loss_bbox_2: 0.2594 loss_giou_2: 0.4408 loss_ce_3: 0.4566 loss_bbox_3: 0.2541 loss_giou_3: 0.4292 loss_ce_4: 0.4534 loss_bbox_4: 0.2456 loss_giou_4: 0.425 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:04] d2.utils.events INFO: eta: 1 day, 8:20:07 iter: 36219 total_loss: 7.301 loss_ce: 0.4686 loss_bbox: 0.2306 loss_giou: 0.4146 loss_ce_0: 0.6085 loss_bbox_0: 0.3989 loss_giou_0: 0.6256 loss_ce_1: 0.5253 loss_bbox_1: 0.2811 loss_giou_1: 0.4766 loss_ce_2: 0.4851 loss_bbox_2: 0.2506 loss_giou_2: 0.4403 loss_ce_3: 0.4756 loss_bbox_3: 0.2407 loss_giou_3: 0.4271 loss_ce_4: 0.4611 loss_bbox_4: 0.2316 loss_giou_4: 0.4145 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:10] d2.utils.events INFO: eta: 1 day, 8:19:42 iter: 36239 total_loss: 6.814 loss_ce: 0.4226 loss_bbox: 0.2444 loss_giou: 0.3717 loss_ce_0: 0.5929 loss_bbox_0: 0.3954 loss_giou_0: 0.5775 loss_ce_1: 0.4857 loss_bbox_1: 0.2856 loss_giou_1: 0.4227 loss_ce_2: 0.4437 loss_bbox_2: 0.2584 loss_giou_2: 0.3856 loss_ce_3: 0.4272 loss_bbox_3: 0.2504 loss_giou_3: 0.3742 loss_ce_4: 0.4251 loss_bbox_4: 0.248 loss_giou_4: 0.3711 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:16] d2.utils.events INFO: eta: 1 day, 8:19:34 iter: 36259 total_loss: 7.665 loss_ce: 0.4725 loss_bbox: 0.2505 loss_giou: 0.4292 loss_ce_0: 0.647 loss_bbox_0: 0.4276 loss_giou_0: 0.629 loss_ce_1: 0.5497 loss_bbox_1: 0.2971 loss_giou_1: 0.4855 loss_ce_2: 0.5141 loss_bbox_2: 0.264 loss_giou_2: 0.4402 loss_ce_3: 0.4885 loss_bbox_3: 0.26 loss_giou_3: 0.4326 loss_ce_4: 0.4707 loss_bbox_4: 0.2576 loss_giou_4: 0.4312 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:22] d2.utils.events INFO: eta: 1 day, 8:19:17 iter: 36279 total_loss: 7.396 loss_ce: 0.4494 loss_bbox: 0.2198 loss_giou: 0.4043 loss_ce_0: 0.6046 loss_bbox_0: 0.3928 loss_giou_0: 0.6133 loss_ce_1: 0.5181 loss_bbox_1: 0.2781 loss_giou_1: 0.4492 loss_ce_2: 0.473 loss_bbox_2: 0.2442 loss_giou_2: 0.4258 loss_ce_3: 0.4506 loss_bbox_3: 0.2291 loss_giou_3: 0.4136 loss_ce_4: 0.4414 loss_bbox_4: 0.2228 loss_giou_4: 0.4052 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:27] d2.utils.events INFO: eta: 1 day, 8:19:22 iter: 36299 total_loss: 7.52 loss_ce: 0.4878 loss_bbox: 0.2377 loss_giou: 0.4152 loss_ce_0: 0.597 loss_bbox_0: 0.4183 loss_giou_0: 0.6245 loss_ce_1: 0.525 loss_bbox_1: 0.2807 loss_giou_1: 0.4663 loss_ce_2: 0.4997 loss_bbox_2: 0.2513 loss_giou_2: 0.4321 loss_ce_3: 0.494 loss_bbox_3: 0.2452 loss_giou_3: 0.4217 loss_ce_4: 0.4929 loss_bbox_4: 0.2339 loss_giou_4: 0.4183 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:33] d2.utils.events INFO: eta: 1 day, 8:18:10 iter: 36319 total_loss: 7.465 loss_ce: 0.4536 loss_bbox: 0.2581 loss_giou: 0.3889 loss_ce_0: 0.6165 loss_bbox_0: 0.4076 loss_giou_0: 0.5895 loss_ce_1: 0.521 loss_bbox_1: 0.293 loss_giou_1: 0.4552 loss_ce_2: 0.4738 loss_bbox_2: 0.2721 loss_giou_2: 0.4107 loss_ce_3: 0.4569 loss_bbox_3: 0.2621 loss_giou_3: 0.4003 loss_ce_4: 0.4541 loss_bbox_4: 0.2597 loss_giou_4: 0.3923 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:39] d2.utils.events INFO: eta: 1 day, 8:18:31 iter: 36339 total_loss: 7.405 loss_ce: 0.4603 loss_bbox: 0.2494 loss_giou: 0.4069 loss_ce_0: 0.6057 loss_bbox_0: 0.4138 loss_giou_0: 0.6179 loss_ce_1: 0.5138 loss_bbox_1: 0.2904 loss_giou_1: 0.4658 loss_ce_2: 0.4798 loss_bbox_2: 0.2627 loss_giou_2: 0.416 loss_ce_3: 0.4556 loss_bbox_3: 0.2516 loss_giou_3: 0.4124 loss_ce_4: 0.4633 loss_bbox_4: 0.2477 loss_giou_4: 0.4069 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:44] d2.utils.events INFO: eta: 1 day, 8:18:54 iter: 36359 total_loss: 7.429 loss_ce: 0.4505 loss_bbox: 0.2557 loss_giou: 0.4234 loss_ce_0: 0.6393 loss_bbox_0: 0.433 loss_giou_0: 0.6231 loss_ce_1: 0.5332 loss_bbox_1: 0.3021 loss_giou_1: 0.4679 loss_ce_2: 0.4738 loss_bbox_2: 0.269 loss_giou_2: 0.4376 loss_ce_3: 0.449 loss_bbox_3: 0.2615 loss_giou_3: 0.43 loss_ce_4: 0.4475 loss_bbox_4: 0.2537 loss_giou_4: 0.4252 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:50] d2.utils.events INFO: eta: 1 day, 8:18:57 iter: 36379 total_loss: 7.621 loss_ce: 0.4693 loss_bbox: 0.2417 loss_giou: 0.4095 loss_ce_0: 0.6254 loss_bbox_0: 0.4018 loss_giou_0: 0.616 loss_ce_1: 0.534 loss_bbox_1: 0.2797 loss_giou_1: 0.4825 loss_ce_2: 0.4908 loss_bbox_2: 0.2613 loss_giou_2: 0.4306 loss_ce_3: 0.4673 loss_bbox_3: 0.2513 loss_giou_3: 0.4237 loss_ce_4: 0.4655 loss_bbox_4: 0.2445 loss_giou_4: 0.417 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:08:56] d2.utils.events INFO: eta: 1 day, 8:18:36 iter: 36399 total_loss: 7.236 loss_ce: 0.4279 loss_bbox: 0.2519 loss_giou: 0.4045 loss_ce_0: 0.5987 loss_bbox_0: 0.4027 loss_giou_0: 0.6065 loss_ce_1: 0.4987 loss_bbox_1: 0.2852 loss_giou_1: 0.468 loss_ce_2: 0.4533 loss_bbox_2: 0.2595 loss_giou_2: 0.4195 loss_ce_3: 0.424 loss_bbox_3: 0.2621 loss_giou_3: 0.4119 loss_ce_4: 0.4175 loss_bbox_4: 0.2552 loss_giou_4: 0.4073 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:01] d2.utils.events INFO: eta: 1 day, 8:17:29 iter: 36419 total_loss: 7.549 loss_ce: 0.4525 loss_bbox: 0.2384 loss_giou: 0.4059 loss_ce_0: 0.609 loss_bbox_0: 0.4055 loss_giou_0: 0.6407 loss_ce_1: 0.5139 loss_bbox_1: 0.2885 loss_giou_1: 0.4667 loss_ce_2: 0.4752 loss_bbox_2: 0.2556 loss_giou_2: 0.4366 loss_ce_3: 0.4521 loss_bbox_3: 0.249 loss_giou_3: 0.4196 loss_ce_4: 0.4506 loss_bbox_4: 0.2419 loss_giou_4: 0.4099 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:07] d2.utils.events INFO: eta: 1 day, 8:17:36 iter: 36439 total_loss: 7.385 loss_ce: 0.4318 loss_bbox: 0.2289 loss_giou: 0.4279 loss_ce_0: 0.6116 loss_bbox_0: 0.3948 loss_giou_0: 0.6422 loss_ce_1: 0.4918 loss_bbox_1: 0.2773 loss_giou_1: 0.4973 loss_ce_2: 0.4614 loss_bbox_2: 0.2429 loss_giou_2: 0.4485 loss_ce_3: 0.4404 loss_bbox_3: 0.2332 loss_giou_3: 0.4307 loss_ce_4: 0.4256 loss_bbox_4: 0.2311 loss_giou_4: 0.4296 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:13] d2.utils.events INFO: eta: 1 day, 8:17:10 iter: 36459 total_loss: 7.427 loss_ce: 0.4567 loss_bbox: 0.2424 loss_giou: 0.4116 loss_ce_0: 0.6134 loss_bbox_0: 0.4163 loss_giou_0: 0.6654 loss_ce_1: 0.5083 loss_bbox_1: 0.2928 loss_giou_1: 0.493 loss_ce_2: 0.4758 loss_bbox_2: 0.2577 loss_giou_2: 0.4323 loss_ce_3: 0.462 loss_bbox_3: 0.2506 loss_giou_3: 0.4282 loss_ce_4: 0.4565 loss_bbox_4: 0.2416 loss_giou_4: 0.418 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:18] d2.utils.events INFO: eta: 1 day, 8:16:13 iter: 36479 total_loss: 7.348 loss_ce: 0.4688 loss_bbox: 0.2341 loss_giou: 0.4023 loss_ce_0: 0.6104 loss_bbox_0: 0.4042 loss_giou_0: 0.6359 loss_ce_1: 0.5274 loss_bbox_1: 0.2759 loss_giou_1: 0.4544 loss_ce_2: 0.4822 loss_bbox_2: 0.2433 loss_giou_2: 0.4188 loss_ce_3: 0.4648 loss_bbox_3: 0.2369 loss_giou_3: 0.4073 loss_ce_4: 0.4709 loss_bbox_4: 0.2318 loss_giou_4: 0.4032 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:24] d2.utils.events INFO: eta: 1 day, 8:16:24 iter: 36499 total_loss: 7.174 loss_ce: 0.4333 loss_bbox: 0.2363 loss_giou: 0.3867 loss_ce_0: 0.5896 loss_bbox_0: 0.4057 loss_giou_0: 0.5902 loss_ce_1: 0.5006 loss_bbox_1: 0.2724 loss_giou_1: 0.4411 loss_ce_2: 0.4601 loss_bbox_2: 0.2411 loss_giou_2: 0.3979 loss_ce_3: 0.4327 loss_bbox_3: 0.2376 loss_giou_3: 0.3916 loss_ce_4: 0.4346 loss_bbox_4: 0.2374 loss_giou_4: 0.3868 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:30] d2.utils.events INFO: eta: 1 day, 8:16:19 iter: 36519 total_loss: 7.668 loss_ce: 0.4559 loss_bbox: 0.2534 loss_giou: 0.4314 loss_ce_0: 0.6017 loss_bbox_0: 0.4104 loss_giou_0: 0.6505 loss_ce_1: 0.5256 loss_bbox_1: 0.2873 loss_giou_1: 0.4913 loss_ce_2: 0.4771 loss_bbox_2: 0.2663 loss_giou_2: 0.4538 loss_ce_3: 0.4664 loss_bbox_3: 0.2572 loss_giou_3: 0.4423 loss_ce_4: 0.4572 loss_bbox_4: 0.252 loss_giou_4: 0.4354 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:35] d2.utils.events INFO: eta: 1 day, 8:16:42 iter: 36539 total_loss: 7.803 loss_ce: 0.459 loss_bbox: 0.253 loss_giou: 0.4419 loss_ce_0: 0.6051 loss_bbox_0: 0.4068 loss_giou_0: 0.6614 loss_ce_1: 0.5157 loss_bbox_1: 0.2958 loss_giou_1: 0.5066 loss_ce_2: 0.4794 loss_bbox_2: 0.2663 loss_giou_2: 0.4597 loss_ce_3: 0.4616 loss_bbox_3: 0.2614 loss_giou_3: 0.444 loss_ce_4: 0.462 loss_bbox_4: 0.2556 loss_giou_4: 0.4433 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:41] d2.utils.events INFO: eta: 1 day, 8:16:08 iter: 36559 total_loss: 7.313 loss_ce: 0.4493 loss_bbox: 0.2218 loss_giou: 0.3917 loss_ce_0: 0.5804 loss_bbox_0: 0.4001 loss_giou_0: 0.6074 loss_ce_1: 0.5129 loss_bbox_1: 0.2643 loss_giou_1: 0.4486 loss_ce_2: 0.4756 loss_bbox_2: 0.2408 loss_giou_2: 0.41 loss_ce_3: 0.4522 loss_bbox_3: 0.2257 loss_giou_3: 0.3999 loss_ce_4: 0.4467 loss_bbox_4: 0.2254 loss_giou_4: 0.3953 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:47] d2.utils.events INFO: eta: 1 day, 8:14:46 iter: 36579 total_loss: 7.289 loss_ce: 0.4475 loss_bbox: 0.2406 loss_giou: 0.3992 loss_ce_0: 0.6192 loss_bbox_0: 0.4026 loss_giou_0: 0.6244 loss_ce_1: 0.5109 loss_bbox_1: 0.2904 loss_giou_1: 0.4679 loss_ce_2: 0.4764 loss_bbox_2: 0.264 loss_giou_2: 0.4258 loss_ce_3: 0.4468 loss_bbox_3: 0.2432 loss_giou_3: 0.4109 loss_ce_4: 0.448 loss_bbox_4: 0.2535 loss_giou_4: 0.4031 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:52] d2.utils.events INFO: eta: 1 day, 8:14:46 iter: 36599 total_loss: 7.169 loss_ce: 0.45 loss_bbox: 0.2445 loss_giou: 0.4052 loss_ce_0: 0.6215 loss_bbox_0: 0.3989 loss_giou_0: 0.5975 loss_ce_1: 0.5162 loss_bbox_1: 0.2884 loss_giou_1: 0.468 loss_ce_2: 0.4769 loss_bbox_2: 0.2518 loss_giou_2: 0.4209 loss_ce_3: 0.4594 loss_bbox_3: 0.2487 loss_giou_3: 0.4077 loss_ce_4: 0.4536 loss_bbox_4: 0.2469 loss_giou_4: 0.4041 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 16:09:58] d2.utils.events INFO: eta: 1 day, 8:14:30 iter: 36619 total_loss: 7.324 loss_ce: 0.4485 loss_bbox: 0.2317 loss_giou: 0.4366 loss_ce_0: 0.6207 loss_bbox_0: 0.3919 loss_giou_0: 0.6301 loss_ce_1: 0.5205 loss_bbox_1: 0.2639 loss_giou_1: 0.4892 loss_ce_2: 0.4747 loss_bbox_2: 0.24 loss_giou_2: 0.4532 loss_ce_3: 0.4486 loss_bbox_3: 0.2324 loss_giou_3: 0.439 loss_ce_4: 0.4489 loss_bbox_4: 0.2341 loss_giou_4: 0.4373 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:10:03] d2.utils.events INFO: eta: 1 day, 8:14:38 iter: 36639 total_loss: 7.437 loss_ce: 0.4328 loss_bbox: 0.2589 loss_giou: 0.4205 loss_ce_0: 0.6106 loss_bbox_0: 0.4183 loss_giou_0: 0.6422 loss_ce_1: 0.5182 loss_bbox_1: 0.3043 loss_giou_1: 0.4815 loss_ce_2: 0.4699 loss_bbox_2: 0.2763 loss_giou_2: 0.4429 loss_ce_3: 0.436 loss_bbox_3: 0.2643 loss_giou_3: 0.423 loss_ce_4: 0.4295 loss_bbox_4: 0.2577 loss_giou_4: 0.4173 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 16:10:07] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 16:10:07] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 16:10:07] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 16:10:08] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 16:10:08] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 16:10:08] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 16:10:16] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0020 s/iter. Inference: 0.0441 s/iter. Eval: 0.0003 s/iter. Total: 0.0464 s/iter. ETA=0:00:28 [11/02 16:10:21] d2.evaluation.evaluator INFO: Inference done 100/625. Dataloading: 0.0032 s/iter. Inference: 0.0485 s/iter. Eval: 0.0040 s/iter. Total: 0.0559 s/iter. ETA=0:00:29 [11/02 16:10:26] d2.evaluation.evaluator INFO: Inference done 198/625. Dataloading: 0.0028 s/iter. Inference: 0.0485 s/iter. Eval: 0.0022 s/iter. Total: 0.0536 s/iter. ETA=0:00:22 [11/02 16:10:31] d2.evaluation.evaluator INFO: Inference done 296/625. Dataloading: 0.0028 s/iter. Inference: 0.0484 s/iter. Eval: 0.0016 s/iter. Total: 0.0528 s/iter. ETA=0:00:17 [11/02 16:10:36] d2.evaluation.evaluator INFO: Inference done 396/625. Dataloading: 0.0027 s/iter. Inference: 0.0482 s/iter. Eval: 0.0013 s/iter. Total: 0.0522 s/iter. ETA=0:00:11 [11/02 16:10:41] d2.evaluation.evaluator INFO: Inference done 492/625. Dataloading: 0.0027 s/iter. Inference: 0.0484 s/iter. Eval: 0.0011 s/iter. Total: 0.0523 s/iter. ETA=0:00:06 [11/02 16:10:46] d2.evaluation.evaluator INFO: Inference done 584/625. Dataloading: 0.0026 s/iter. Inference: 0.0489 s/iter. Eval: 0.0010 s/iter. Total: 0.0526 s/iter. ETA=0:00:02 [11/02 16:10:48] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.500817 (0.052421 s / iter per device, on 8 devices) [11/02 16:10:48] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048378 s / iter per device, on 8 devices) [11/02 16:10:52] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 16:10:52] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 16:10:54] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 16:10:57] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 16:11:08] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.47 seconds. [11/02 16:11:08] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 16:11:10] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.30 seconds. [11/02 16:11:10] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 34.006 | 51.629 | 35.851 | 17.505 | 36.679 | 48.884 | [11/02 16:11:10] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 46.077 | bicycle | 23.088 | car | 33.279 | | motorcycle | 33.445 | airplane | 61.339 | bus | 57.941 | | train | 57.546 | truck | 29.402 | boat | 18.388 | | traffic light | 18.987 | fire hydrant | 58.436 | stop sign | 59.600 | | parking meter | 41.869 | bench | 20.228 | bird | 30.769 | | cat | 64.702 | dog | 57.248 | horse | 53.778 | | sheep | 40.741 | cow | 50.651 | elephant | 59.475 | | bear | 70.599 | zebra | 60.627 | giraffe | 61.988 | | backpack | 8.179 | umbrella | 27.501 | handbag | 6.448 | | tie | 21.640 | suitcase | 23.233 | frisbee | 61.540 | | skis | 16.887 | snowboard | 27.080 | sports ball | 40.097 | | kite | 37.331 | baseball bat | 19.143 | baseball glove | 29.347 | | skateboard | 44.620 | surfboard | 28.851 | tennis racket | 41.322 | | bottle | 27.457 | wine glass | 22.895 | cup | 31.365 | | fork | 19.736 | knife | 7.280 | spoon | 7.054 | | bowl | 34.314 | banana | 15.191 | apple | 11.605 | | sandwich | 27.973 | orange | 26.279 | broccoli | 17.500 | | carrot | 11.852 | hot dog | 23.133 | pizza | 45.688 | | donut | 32.486 | cake | 28.861 | chair | 17.370 | | couch | 35.190 | potted plant | 17.932 | bed | 43.367 | | dining table | 26.507 | toilet | 55.839 | tv | 48.158 | | laptop | 50.740 | mouse | 50.327 | remote | 17.870 | | keyboard | 40.525 | cell phone | 27.778 | microwave | 55.059 | | oven | 30.627 | toaster | 23.070 | sink | 31.225 | | refrigerator | 47.521 | book | 5.459 | clock | 47.841 | | vase | 30.763 | scissors | 22.358 | teddy bear | 35.782 | | hair drier | 7.227 | toothbrush | 17.840 | | | [11/02 16:11:11] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 16:11:11] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 16:11:11] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 16:11:11] d2.evaluation.testing INFO: copypaste: 34.0058,51.6291,35.8507,17.5051,36.6788,48.8841 [11/02 16:11:13] d2.utils.events INFO: eta: 1 day, 8:14:51 iter: 36659 total_loss: 7.341 loss_ce: 0.4156 loss_bbox: 0.2428 loss_giou: 0.391 loss_ce_0: 0.5968 loss_bbox_0: 0.4153 loss_giou_0: 0.6109 loss_ce_1: 0.4888 loss_bbox_1: 0.2931 loss_giou_1: 0.4438 loss_ce_2: 0.4536 loss_bbox_2: 0.2537 loss_giou_2: 0.4069 loss_ce_3: 0.4241 loss_bbox_3: 0.2486 loss_giou_3: 0.3974 loss_ce_4: 0.4175 loss_bbox_4: 0.243 loss_giou_4: 0.3917 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 16:11:19] d2.utils.events INFO: eta: 1 day, 8:15:34 iter: 36679 total_loss: 7.269 loss_ce: 0.4514 loss_bbox: 0.2366 loss_giou: 0.39 loss_ce_0: 0.6119 loss_bbox_0: 0.4118 loss_giou_0: 0.6049 loss_ce_1: 0.5129 loss_bbox_1: 0.2719 loss_giou_1: 0.4486 loss_ce_2: 0.4688 loss_bbox_2: 0.2491 loss_giou_2: 0.4092 loss_ce_3: 0.4587 loss_bbox_3: 0.2434 loss_giou_3: 0.3959 loss_ce_4: 0.4531 loss_bbox_4: 0.2395 loss_giou_4: 0.3911 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 16:11:25] d2.utils.events INFO: eta: 1 day, 8:15:48 iter: 36699 total_loss: 7.242 loss_ce: 0.4278 loss_bbox: 0.2559 loss_giou: 0.3881 loss_ce_0: 0.5893 loss_bbox_0: 0.4068 loss_giou_0: 0.5786 loss_ce_1: 0.4844 loss_bbox_1: 0.29 loss_giou_1: 0.44 loss_ce_2: 0.4401 loss_bbox_2: 0.2593 loss_giou_2: 0.4055 loss_ce_3: 0.4244 loss_bbox_3: 0.2567 loss_giou_3: 0.3918 loss_ce_4: 0.4307 loss_bbox_4: 0.2521 loss_giou_4: 0.3929 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 16:11:31] d2.utils.events INFO: eta: 1 day, 8:15:52 iter: 36719 total_loss: 7.532 loss_ce: 0.4628 loss_bbox: 0.2364 loss_giou: 0.4361 loss_ce_0: 0.6112 loss_bbox_0: 0.3919 loss_giou_0: 0.68 loss_ce_1: 0.5171 loss_bbox_1: 0.2865 loss_giou_1: 0.5076 loss_ce_2: 0.4885 loss_bbox_2: 0.2445 loss_giou_2: 0.4672 loss_ce_3: 0.4688 loss_bbox_3: 0.2416 loss_giou_3: 0.4468 loss_ce_4: 0.4615 loss_bbox_4: 0.2337 loss_giou_4: 0.4367 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 16:11:36] d2.utils.events INFO: eta: 1 day, 8:15:14 iter: 36739 total_loss: 7.506 loss_ce: 0.4693 loss_bbox: 0.2484 loss_giou: 0.4009 loss_ce_0: 0.6159 loss_bbox_0: 0.414 loss_giou_0: 0.6111 loss_ce_1: 0.5288 loss_bbox_1: 0.2883 loss_giou_1: 0.467 loss_ce_2: 0.4788 loss_bbox_2: 0.2591 loss_giou_2: 0.4222 loss_ce_3: 0.4649 loss_bbox_3: 0.2558 loss_giou_3: 0.4095 loss_ce_4: 0.4742 loss_bbox_4: 0.2553 loss_giou_4: 0.4046 time: 0.2801 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/02 16:11:42] d2.utils.events INFO: eta: 1 day, 8:15:08 iter: 36759 total_loss: 7.199 loss_ce: 0.4167 loss_bbox: 0.2501 loss_giou: 0.415 loss_ce_0: 0.6028 loss_bbox_0: 0.3843 loss_giou_0: 0.6576 loss_ce_1: 0.4946 loss_bbox_1: 0.2861 loss_giou_1: 0.485 loss_ce_2: 0.4618 loss_bbox_2: 0.2568 loss_giou_2: 0.4412 loss_ce_3: 0.4222 loss_bbox_3: 0.2574 loss_giou_3: 0.4281 loss_ce_4: 0.4107 loss_bbox_4: 0.2493 loss_giou_4: 0.4156 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:11:48] d2.utils.events INFO: eta: 1 day, 8:14:05 iter: 36779 total_loss: 7.558 loss_ce: 0.4641 loss_bbox: 0.2572 loss_giou: 0.4256 loss_ce_0: 0.5942 loss_bbox_0: 0.3996 loss_giou_0: 0.6518 loss_ce_1: 0.5001 loss_bbox_1: 0.2934 loss_giou_1: 0.4937 loss_ce_2: 0.483 loss_bbox_2: 0.2687 loss_giou_2: 0.454 loss_ce_3: 0.463 loss_bbox_3: 0.2698 loss_giou_3: 0.4374 loss_ce_4: 0.4636 loss_bbox_4: 0.2554 loss_giou_4: 0.4302 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 16:11:53] d2.utils.events INFO: eta: 1 day, 8:13:50 iter: 36799 total_loss: 7.569 loss_ce: 0.4918 loss_bbox: 0.2434 loss_giou: 0.3932 loss_ce_0: 0.6031 loss_bbox_0: 0.4228 loss_giou_0: 0.5964 loss_ce_1: 0.5354 loss_bbox_1: 0.2904 loss_giou_1: 0.4572 loss_ce_2: 0.521 loss_bbox_2: 0.2578 loss_giou_2: 0.4105 loss_ce_3: 0.4978 loss_bbox_3: 0.2527 loss_giou_3: 0.4052 loss_ce_4: 0.4881 loss_bbox_4: 0.2444 loss_giou_4: 0.3982 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 16:11:59] d2.utils.events INFO: eta: 1 day, 8:13:34 iter: 36819 total_loss: 7.567 loss_ce: 0.4726 loss_bbox: 0.2405 loss_giou: 0.4427 loss_ce_0: 0.6194 loss_bbox_0: 0.3939 loss_giou_0: 0.6723 loss_ce_1: 0.5306 loss_bbox_1: 0.2793 loss_giou_1: 0.5074 loss_ce_2: 0.4996 loss_bbox_2: 0.257 loss_giou_2: 0.4703 loss_ce_3: 0.469 loss_bbox_3: 0.2454 loss_giou_3: 0.4511 loss_ce_4: 0.4716 loss_bbox_4: 0.2452 loss_giou_4: 0.4418 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:05] d2.utils.events INFO: eta: 1 day, 8:13:28 iter: 36839 total_loss: 7.202 loss_ce: 0.4164 loss_bbox: 0.239 loss_giou: 0.3886 loss_ce_0: 0.6037 loss_bbox_0: 0.3961 loss_giou_0: 0.5902 loss_ce_1: 0.5017 loss_bbox_1: 0.2698 loss_giou_1: 0.4339 loss_ce_2: 0.4453 loss_bbox_2: 0.2508 loss_giou_2: 0.3991 loss_ce_3: 0.416 loss_bbox_3: 0.2431 loss_giou_3: 0.3844 loss_ce_4: 0.4163 loss_bbox_4: 0.2389 loss_giou_4: 0.3808 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:10] d2.utils.events INFO: eta: 1 day, 8:13:22 iter: 36859 total_loss: 7.118 loss_ce: 0.4293 loss_bbox: 0.2384 loss_giou: 0.4314 loss_ce_0: 0.6031 loss_bbox_0: 0.3995 loss_giou_0: 0.63 loss_ce_1: 0.4987 loss_bbox_1: 0.2801 loss_giou_1: 0.4819 loss_ce_2: 0.4551 loss_bbox_2: 0.2574 loss_giou_2: 0.4369 loss_ce_3: 0.4325 loss_bbox_3: 0.2473 loss_giou_3: 0.4281 loss_ce_4: 0.4343 loss_bbox_4: 0.2407 loss_giou_4: 0.4278 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:16] d2.utils.events INFO: eta: 1 day, 8:13:17 iter: 36879 total_loss: 7.621 loss_ce: 0.4641 loss_bbox: 0.2568 loss_giou: 0.4313 loss_ce_0: 0.6243 loss_bbox_0: 0.4142 loss_giou_0: 0.6342 loss_ce_1: 0.5272 loss_bbox_1: 0.3041 loss_giou_1: 0.4932 loss_ce_2: 0.4763 loss_bbox_2: 0.2678 loss_giou_2: 0.4407 loss_ce_3: 0.4624 loss_bbox_3: 0.2632 loss_giou_3: 0.4319 loss_ce_4: 0.46 loss_bbox_4: 0.2613 loss_giou_4: 0.4255 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:22] d2.utils.events INFO: eta: 1 day, 8:12:50 iter: 36899 total_loss: 7.338 loss_ce: 0.466 loss_bbox: 0.2445 loss_giou: 0.4078 loss_ce_0: 0.6166 loss_bbox_0: 0.4011 loss_giou_0: 0.6101 loss_ce_1: 0.5207 loss_bbox_1: 0.2815 loss_giou_1: 0.4668 loss_ce_2: 0.4974 loss_bbox_2: 0.2533 loss_giou_2: 0.4301 loss_ce_3: 0.4649 loss_bbox_3: 0.2443 loss_giou_3: 0.4188 loss_ce_4: 0.467 loss_bbox_4: 0.2451 loss_giou_4: 0.4093 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:27] d2.utils.events INFO: eta: 1 day, 8:13:06 iter: 36919 total_loss: 7.75 loss_ce: 0.4549 loss_bbox: 0.2568 loss_giou: 0.4266 loss_ce_0: 0.6261 loss_bbox_0: 0.4106 loss_giou_0: 0.634 loss_ce_1: 0.5049 loss_bbox_1: 0.2971 loss_giou_1: 0.4882 loss_ce_2: 0.4701 loss_bbox_2: 0.2704 loss_giou_2: 0.4541 loss_ce_3: 0.4582 loss_bbox_3: 0.2636 loss_giou_3: 0.4351 loss_ce_4: 0.4595 loss_bbox_4: 0.2577 loss_giou_4: 0.4274 time: 0.2801 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:33] d2.utils.events INFO: eta: 1 day, 8:13:00 iter: 36939 total_loss: 7.173 loss_ce: 0.4225 loss_bbox: 0.2195 loss_giou: 0.3889 loss_ce_0: 0.5756 loss_bbox_0: 0.3801 loss_giou_0: 0.5855 loss_ce_1: 0.4784 loss_bbox_1: 0.262 loss_giou_1: 0.4611 loss_ce_2: 0.438 loss_bbox_2: 0.2339 loss_giou_2: 0.4207 loss_ce_3: 0.4208 loss_bbox_3: 0.2279 loss_giou_3: 0.4044 loss_ce_4: 0.4153 loss_bbox_4: 0.2232 loss_giou_4: 0.3926 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:39] d2.utils.events INFO: eta: 1 day, 8:12:33 iter: 36959 total_loss: 7.486 loss_ce: 0.43 loss_bbox: 0.2508 loss_giou: 0.4225 loss_ce_0: 0.5856 loss_bbox_0: 0.4152 loss_giou_0: 0.652 loss_ce_1: 0.5149 loss_bbox_1: 0.2923 loss_giou_1: 0.4751 loss_ce_2: 0.4613 loss_bbox_2: 0.2582 loss_giou_2: 0.4451 loss_ce_3: 0.4444 loss_bbox_3: 0.2528 loss_giou_3: 0.4422 loss_ce_4: 0.4397 loss_bbox_4: 0.256 loss_giou_4: 0.4318 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:44] d2.utils.events INFO: eta: 1 day, 8:12:05 iter: 36979 total_loss: 7.443 loss_ce: 0.4554 loss_bbox: 0.2413 loss_giou: 0.4095 loss_ce_0: 0.6222 loss_bbox_0: 0.3936 loss_giou_0: 0.6092 loss_ce_1: 0.5081 loss_bbox_1: 0.2821 loss_giou_1: 0.4698 loss_ce_2: 0.4802 loss_bbox_2: 0.2551 loss_giou_2: 0.4268 loss_ce_3: 0.4475 loss_bbox_3: 0.248 loss_giou_3: 0.4143 loss_ce_4: 0.4486 loss_bbox_4: 0.2439 loss_giou_4: 0.4077 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:50] d2.utils.events INFO: eta: 1 day, 8:11:27 iter: 36999 total_loss: 7.284 loss_ce: 0.4405 loss_bbox: 0.2345 loss_giou: 0.4031 loss_ce_0: 0.6129 loss_bbox_0: 0.3863 loss_giou_0: 0.6157 loss_ce_1: 0.5148 loss_bbox_1: 0.2672 loss_giou_1: 0.4571 loss_ce_2: 0.4699 loss_bbox_2: 0.2427 loss_giou_2: 0.4217 loss_ce_3: 0.4413 loss_bbox_3: 0.2382 loss_giou_3: 0.4127 loss_ce_4: 0.4436 loss_bbox_4: 0.2358 loss_giou_4: 0.4046 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:12:56] d2.utils.events INFO: eta: 1 day, 8:11:12 iter: 37019 total_loss: 7.469 loss_ce: 0.4326 loss_bbox: 0.2573 loss_giou: 0.4405 loss_ce_0: 0.6 loss_bbox_0: 0.4079 loss_giou_0: 0.6321 loss_ce_1: 0.5055 loss_bbox_1: 0.2979 loss_giou_1: 0.4879 loss_ce_2: 0.4651 loss_bbox_2: 0.2719 loss_giou_2: 0.4527 loss_ce_3: 0.437 loss_bbox_3: 0.2706 loss_giou_3: 0.4428 loss_ce_4: 0.4347 loss_bbox_4: 0.2615 loss_giou_4: 0.4408 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:01] d2.utils.events INFO: eta: 1 day, 8:10:40 iter: 37039 total_loss: 7 loss_ce: 0.4045 loss_bbox: 0.2327 loss_giou: 0.3897 loss_ce_0: 0.5709 loss_bbox_0: 0.3913 loss_giou_0: 0.6285 loss_ce_1: 0.4719 loss_bbox_1: 0.2631 loss_giou_1: 0.4529 loss_ce_2: 0.4418 loss_bbox_2: 0.2329 loss_giou_2: 0.4166 loss_ce_3: 0.412 loss_bbox_3: 0.2324 loss_giou_3: 0.4051 loss_ce_4: 0.407 loss_bbox_4: 0.2331 loss_giou_4: 0.3967 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:07] d2.utils.events INFO: eta: 1 day, 8:10:18 iter: 37059 total_loss: 7.335 loss_ce: 0.413 loss_bbox: 0.2575 loss_giou: 0.4244 loss_ce_0: 0.5959 loss_bbox_0: 0.408 loss_giou_0: 0.6371 loss_ce_1: 0.4993 loss_bbox_1: 0.283 loss_giou_1: 0.4917 loss_ce_2: 0.4454 loss_bbox_2: 0.2615 loss_giou_2: 0.4502 loss_ce_3: 0.4178 loss_bbox_3: 0.2558 loss_giou_3: 0.4307 loss_ce_4: 0.4135 loss_bbox_4: 0.2512 loss_giou_4: 0.4262 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:13] d2.utils.events INFO: eta: 1 day, 8:09:39 iter: 37079 total_loss: 7.038 loss_ce: 0.4262 loss_bbox: 0.2394 loss_giou: 0.3733 loss_ce_0: 0.5973 loss_bbox_0: 0.4115 loss_giou_0: 0.586 loss_ce_1: 0.4946 loss_bbox_1: 0.2812 loss_giou_1: 0.4264 loss_ce_2: 0.44 loss_bbox_2: 0.2451 loss_giou_2: 0.3942 loss_ce_3: 0.4281 loss_bbox_3: 0.2431 loss_giou_3: 0.3798 loss_ce_4: 0.4272 loss_bbox_4: 0.2395 loss_giou_4: 0.3742 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:18] d2.utils.events INFO: eta: 1 day, 8:08:24 iter: 37099 total_loss: 6.875 loss_ce: 0.4142 loss_bbox: 0.2238 loss_giou: 0.3835 loss_ce_0: 0.5838 loss_bbox_0: 0.3626 loss_giou_0: 0.5914 loss_ce_1: 0.4869 loss_bbox_1: 0.2602 loss_giou_1: 0.4483 loss_ce_2: 0.4532 loss_bbox_2: 0.2251 loss_giou_2: 0.4049 loss_ce_3: 0.4393 loss_bbox_3: 0.2214 loss_giou_3: 0.3925 loss_ce_4: 0.4169 loss_bbox_4: 0.2249 loss_giou_4: 0.3864 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:24] d2.utils.events INFO: eta: 1 day, 8:07:36 iter: 37119 total_loss: 7.326 loss_ce: 0.4348 loss_bbox: 0.2272 loss_giou: 0.3935 loss_ce_0: 0.5813 loss_bbox_0: 0.386 loss_giou_0: 0.5831 loss_ce_1: 0.5044 loss_bbox_1: 0.266 loss_giou_1: 0.4584 loss_ce_2: 0.4564 loss_bbox_2: 0.2418 loss_giou_2: 0.412 loss_ce_3: 0.4465 loss_bbox_3: 0.2352 loss_giou_3: 0.4012 loss_ce_4: 0.439 loss_bbox_4: 0.2314 loss_giou_4: 0.3948 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:30] d2.utils.events INFO: eta: 1 day, 8:07:37 iter: 37139 total_loss: 7.032 loss_ce: 0.4151 loss_bbox: 0.2406 loss_giou: 0.3739 loss_ce_0: 0.5875 loss_bbox_0: 0.4109 loss_giou_0: 0.5837 loss_ce_1: 0.5027 loss_bbox_1: 0.2831 loss_giou_1: 0.4242 loss_ce_2: 0.4546 loss_bbox_2: 0.2541 loss_giou_2: 0.3849 loss_ce_3: 0.4176 loss_bbox_3: 0.246 loss_giou_3: 0.3797 loss_ce_4: 0.4105 loss_bbox_4: 0.2394 loss_giou_4: 0.3739 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:35] d2.utils.events INFO: eta: 1 day, 8:07:47 iter: 37159 total_loss: 7.226 loss_ce: 0.4415 loss_bbox: 0.2397 loss_giou: 0.402 loss_ce_0: 0.5841 loss_bbox_0: 0.4203 loss_giou_0: 0.6002 loss_ce_1: 0.4924 loss_bbox_1: 0.2909 loss_giou_1: 0.4502 loss_ce_2: 0.4534 loss_bbox_2: 0.2626 loss_giou_2: 0.4161 loss_ce_3: 0.443 loss_bbox_3: 0.2493 loss_giou_3: 0.4048 loss_ce_4: 0.4304 loss_bbox_4: 0.2404 loss_giou_4: 0.402 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:41] d2.utils.events INFO: eta: 1 day, 8:06:42 iter: 37179 total_loss: 7.337 loss_ce: 0.4301 loss_bbox: 0.2449 loss_giou: 0.4172 loss_ce_0: 0.6085 loss_bbox_0: 0.3692 loss_giou_0: 0.6179 loss_ce_1: 0.5021 loss_bbox_1: 0.2672 loss_giou_1: 0.4638 loss_ce_2: 0.4519 loss_bbox_2: 0.2534 loss_giou_2: 0.4314 loss_ce_3: 0.4399 loss_bbox_3: 0.251 loss_giou_3: 0.422 loss_ce_4: 0.4266 loss_bbox_4: 0.2424 loss_giou_4: 0.4182 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:47] d2.utils.events INFO: eta: 1 day, 8:06:41 iter: 37199 total_loss: 7.35 loss_ce: 0.4477 loss_bbox: 0.2354 loss_giou: 0.4057 loss_ce_0: 0.5986 loss_bbox_0: 0.3905 loss_giou_0: 0.5999 loss_ce_1: 0.5139 loss_bbox_1: 0.2666 loss_giou_1: 0.4597 loss_ce_2: 0.4633 loss_bbox_2: 0.2511 loss_giou_2: 0.4245 loss_ce_3: 0.4512 loss_bbox_3: 0.238 loss_giou_3: 0.4136 loss_ce_4: 0.449 loss_bbox_4: 0.2379 loss_giou_4: 0.4066 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:52] d2.utils.events INFO: eta: 1 day, 8:06:35 iter: 37219 total_loss: 7.411 loss_ce: 0.4353 loss_bbox: 0.2493 loss_giou: 0.4149 loss_ce_0: 0.6157 loss_bbox_0: 0.413 loss_giou_0: 0.6021 loss_ce_1: 0.512 loss_bbox_1: 0.2975 loss_giou_1: 0.4736 loss_ce_2: 0.4596 loss_bbox_2: 0.2649 loss_giou_2: 0.429 loss_ce_3: 0.4522 loss_bbox_3: 0.257 loss_giou_3: 0.4194 loss_ce_4: 0.444 loss_bbox_4: 0.2498 loss_giou_4: 0.4113 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 16:13:58] d2.utils.events INFO: eta: 1 day, 8:06:34 iter: 37239 total_loss: 7.398 loss_ce: 0.414 loss_bbox: 0.2446 loss_giou: 0.4226 loss_ce_0: 0.5907 loss_bbox_0: 0.4104 loss_giou_0: 0.652 loss_ce_1: 0.5036 loss_bbox_1: 0.2873 loss_giou_1: 0.4827 loss_ce_2: 0.4426 loss_bbox_2: 0.2656 loss_giou_2: 0.4512 loss_ce_3: 0.4304 loss_bbox_3: 0.2537 loss_giou_3: 0.4334 loss_ce_4: 0.428 loss_bbox_4: 0.2456 loss_giou_4: 0.426 time: 0.2801 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:04] d2.utils.events INFO: eta: 1 day, 8:06:38 iter: 37259 total_loss: 7.267 loss_ce: 0.4297 loss_bbox: 0.2456 loss_giou: 0.4017 loss_ce_0: 0.582 loss_bbox_0: 0.4156 loss_giou_0: 0.5696 loss_ce_1: 0.4916 loss_bbox_1: 0.3056 loss_giou_1: 0.4534 loss_ce_2: 0.4488 loss_bbox_2: 0.2695 loss_giou_2: 0.418 loss_ce_3: 0.4325 loss_bbox_3: 0.2599 loss_giou_3: 0.4077 loss_ce_4: 0.4269 loss_bbox_4: 0.2503 loss_giou_4: 0.4034 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:09] d2.utils.events INFO: eta: 1 day, 8:06:23 iter: 37279 total_loss: 7.636 loss_ce: 0.4246 loss_bbox: 0.2596 loss_giou: 0.4344 loss_ce_0: 0.6069 loss_bbox_0: 0.4147 loss_giou_0: 0.6367 loss_ce_1: 0.4975 loss_bbox_1: 0.296 loss_giou_1: 0.4856 loss_ce_2: 0.4456 loss_bbox_2: 0.271 loss_giou_2: 0.4514 loss_ce_3: 0.4242 loss_bbox_3: 0.2634 loss_giou_3: 0.4386 loss_ce_4: 0.4272 loss_bbox_4: 0.2592 loss_giou_4: 0.4368 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:15] d2.utils.events INFO: eta: 1 day, 8:06:08 iter: 37299 total_loss: 7.186 loss_ce: 0.425 loss_bbox: 0.2166 loss_giou: 0.3914 loss_ce_0: 0.5853 loss_bbox_0: 0.3805 loss_giou_0: 0.6046 loss_ce_1: 0.5017 loss_bbox_1: 0.2636 loss_giou_1: 0.4593 loss_ce_2: 0.4521 loss_bbox_2: 0.2355 loss_giou_2: 0.412 loss_ce_3: 0.4257 loss_bbox_3: 0.225 loss_giou_3: 0.4007 loss_ce_4: 0.4291 loss_bbox_4: 0.2224 loss_giou_4: 0.3949 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:21] d2.utils.events INFO: eta: 1 day, 8:06:18 iter: 37319 total_loss: 7.568 loss_ce: 0.4326 loss_bbox: 0.2457 loss_giou: 0.398 loss_ce_0: 0.598 loss_bbox_0: 0.3884 loss_giou_0: 0.5822 loss_ce_1: 0.4973 loss_bbox_1: 0.2682 loss_giou_1: 0.4535 loss_ce_2: 0.4646 loss_bbox_2: 0.253 loss_giou_2: 0.4161 loss_ce_3: 0.4409 loss_bbox_3: 0.259 loss_giou_3: 0.4046 loss_ce_4: 0.445 loss_bbox_4: 0.2457 loss_giou_4: 0.4015 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:26] d2.utils.events INFO: eta: 1 day, 8:05:53 iter: 37339 total_loss: 7.214 loss_ce: 0.436 loss_bbox: 0.2338 loss_giou: 0.4063 loss_ce_0: 0.6063 loss_bbox_0: 0.4026 loss_giou_0: 0.6082 loss_ce_1: 0.5128 loss_bbox_1: 0.2853 loss_giou_1: 0.4622 loss_ce_2: 0.4657 loss_bbox_2: 0.2531 loss_giou_2: 0.4194 loss_ce_3: 0.4449 loss_bbox_3: 0.239 loss_giou_3: 0.4077 loss_ce_4: 0.4337 loss_bbox_4: 0.2351 loss_giou_4: 0.4072 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:32] d2.utils.events INFO: eta: 1 day, 8:05:13 iter: 37359 total_loss: 7.347 loss_ce: 0.4602 loss_bbox: 0.2336 loss_giou: 0.395 loss_ce_0: 0.6142 loss_bbox_0: 0.4009 loss_giou_0: 0.5932 loss_ce_1: 0.5106 loss_bbox_1: 0.2887 loss_giou_1: 0.4531 loss_ce_2: 0.4761 loss_bbox_2: 0.2506 loss_giou_2: 0.4118 loss_ce_3: 0.4595 loss_bbox_3: 0.2398 loss_giou_3: 0.4011 loss_ce_4: 0.4634 loss_bbox_4: 0.2331 loss_giou_4: 0.3932 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:38] d2.utils.events INFO: eta: 1 day, 8:04:59 iter: 37379 total_loss: 6.911 loss_ce: 0.4406 loss_bbox: 0.2402 loss_giou: 0.3842 loss_ce_0: 0.5807 loss_bbox_0: 0.4186 loss_giou_0: 0.6066 loss_ce_1: 0.498 loss_bbox_1: 0.2943 loss_giou_1: 0.4521 loss_ce_2: 0.4629 loss_bbox_2: 0.2556 loss_giou_2: 0.4072 loss_ce_3: 0.4401 loss_bbox_3: 0.2467 loss_giou_3: 0.3931 loss_ce_4: 0.4371 loss_bbox_4: 0.2358 loss_giou_4: 0.3886 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:43] d2.utils.events INFO: eta: 1 day, 8:05:11 iter: 37399 total_loss: 6.935 loss_ce: 0.4102 loss_bbox: 0.2326 loss_giou: 0.3748 loss_ce_0: 0.586 loss_bbox_0: 0.3746 loss_giou_0: 0.5988 loss_ce_1: 0.487 loss_bbox_1: 0.2872 loss_giou_1: 0.4438 loss_ce_2: 0.4302 loss_bbox_2: 0.2506 loss_giou_2: 0.4004 loss_ce_3: 0.4141 loss_bbox_3: 0.2342 loss_giou_3: 0.3866 loss_ce_4: 0.4258 loss_bbox_4: 0.2335 loss_giou_4: 0.3825 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:49] d2.utils.events INFO: eta: 1 day, 8:06:11 iter: 37419 total_loss: 7.454 loss_ce: 0.4549 loss_bbox: 0.2544 loss_giou: 0.407 loss_ce_0: 0.609 loss_bbox_0: 0.4171 loss_giou_0: 0.6196 loss_ce_1: 0.505 loss_bbox_1: 0.3017 loss_giou_1: 0.4683 loss_ce_2: 0.483 loss_bbox_2: 0.264 loss_giou_2: 0.4291 loss_ce_3: 0.4503 loss_bbox_3: 0.2538 loss_giou_3: 0.4095 loss_ce_4: 0.4505 loss_bbox_4: 0.2523 loss_giou_4: 0.4062 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 16:14:55] d2.utils.events INFO: eta: 1 day, 8:05:44 iter: 37439 total_loss: 7.317 loss_ce: 0.4469 loss_bbox: 0.2373 loss_giou: 0.3894 loss_ce_0: 0.6024 loss_bbox_0: 0.4024 loss_giou_0: 0.6014 loss_ce_1: 0.5267 loss_bbox_1: 0.2781 loss_giou_1: 0.458 loss_ce_2: 0.4663 loss_bbox_2: 0.2455 loss_giou_2: 0.4175 loss_ce_3: 0.4546 loss_bbox_3: 0.2429 loss_giou_3: 0.4015 loss_ce_4: 0.4458 loss_bbox_4: 0.237 loss_giou_4: 0.3918 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:00] d2.utils.events INFO: eta: 1 day, 8:05:39 iter: 37459 total_loss: 7.513 loss_ce: 0.4401 loss_bbox: 0.2578 loss_giou: 0.416 loss_ce_0: 0.5985 loss_bbox_0: 0.4006 loss_giou_0: 0.6434 loss_ce_1: 0.488 loss_bbox_1: 0.2915 loss_giou_1: 0.4801 loss_ce_2: 0.4714 loss_bbox_2: 0.2635 loss_giou_2: 0.4361 loss_ce_3: 0.4399 loss_bbox_3: 0.2575 loss_giou_3: 0.4202 loss_ce_4: 0.4397 loss_bbox_4: 0.2575 loss_giou_4: 0.4169 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:06] d2.utils.events INFO: eta: 1 day, 8:06:01 iter: 37479 total_loss: 7.42 loss_ce: 0.4329 loss_bbox: 0.2395 loss_giou: 0.4136 loss_ce_0: 0.5846 loss_bbox_0: 0.4106 loss_giou_0: 0.6288 loss_ce_1: 0.4945 loss_bbox_1: 0.2846 loss_giou_1: 0.4724 loss_ce_2: 0.4519 loss_bbox_2: 0.2614 loss_giou_2: 0.4409 loss_ce_3: 0.4393 loss_bbox_3: 0.2433 loss_giou_3: 0.4229 loss_ce_4: 0.434 loss_bbox_4: 0.2385 loss_giou_4: 0.4146 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:12] d2.utils.events INFO: eta: 1 day, 8:06:03 iter: 37499 total_loss: 7.376 loss_ce: 0.4294 loss_bbox: 0.2421 loss_giou: 0.4161 loss_ce_0: 0.585 loss_bbox_0: 0.4091 loss_giou_0: 0.639 loss_ce_1: 0.4968 loss_bbox_1: 0.2876 loss_giou_1: 0.4727 loss_ce_2: 0.4631 loss_bbox_2: 0.2519 loss_giou_2: 0.4276 loss_ce_3: 0.4436 loss_bbox_3: 0.2506 loss_giou_3: 0.4193 loss_ce_4: 0.4393 loss_bbox_4: 0.2429 loss_giou_4: 0.4173 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:17] d2.utils.events INFO: eta: 1 day, 8:06:29 iter: 37519 total_loss: 6.971 loss_ce: 0.4171 loss_bbox: 0.221 loss_giou: 0.3836 loss_ce_0: 0.5923 loss_bbox_0: 0.4032 loss_giou_0: 0.6012 loss_ce_1: 0.4974 loss_bbox_1: 0.2674 loss_giou_1: 0.4389 loss_ce_2: 0.4443 loss_bbox_2: 0.2384 loss_giou_2: 0.4104 loss_ce_3: 0.4329 loss_bbox_3: 0.2243 loss_giou_3: 0.3961 loss_ce_4: 0.4167 loss_bbox_4: 0.2222 loss_giou_4: 0.3834 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:23] d2.utils.events INFO: eta: 1 day, 8:06:29 iter: 37539 total_loss: 7.268 loss_ce: 0.4476 loss_bbox: 0.2347 loss_giou: 0.4246 loss_ce_0: 0.6189 loss_bbox_0: 0.4078 loss_giou_0: 0.6341 loss_ce_1: 0.5116 loss_bbox_1: 0.2789 loss_giou_1: 0.4825 loss_ce_2: 0.489 loss_bbox_2: 0.245 loss_giou_2: 0.4408 loss_ce_3: 0.4609 loss_bbox_3: 0.2357 loss_giou_3: 0.4311 loss_ce_4: 0.4568 loss_bbox_4: 0.2343 loss_giou_4: 0.4256 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:29] d2.utils.events INFO: eta: 1 day, 8:06:29 iter: 37559 total_loss: 7.646 loss_ce: 0.4477 loss_bbox: 0.2553 loss_giou: 0.4323 loss_ce_0: 0.6084 loss_bbox_0: 0.4175 loss_giou_0: 0.6408 loss_ce_1: 0.5073 loss_bbox_1: 0.3033 loss_giou_1: 0.483 loss_ce_2: 0.4685 loss_bbox_2: 0.2694 loss_giou_2: 0.459 loss_ce_3: 0.4535 loss_bbox_3: 0.2533 loss_giou_3: 0.4428 loss_ce_4: 0.442 loss_bbox_4: 0.2548 loss_giou_4: 0.4356 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:35] d2.utils.events INFO: eta: 1 day, 8:06:53 iter: 37579 total_loss: 7.381 loss_ce: 0.4141 loss_bbox: 0.2439 loss_giou: 0.4045 loss_ce_0: 0.5823 loss_bbox_0: 0.4126 loss_giou_0: 0.6246 loss_ce_1: 0.4963 loss_bbox_1: 0.2882 loss_giou_1: 0.4575 loss_ce_2: 0.4483 loss_bbox_2: 0.2536 loss_giou_2: 0.4245 loss_ce_3: 0.4174 loss_bbox_3: 0.2536 loss_giou_3: 0.4142 loss_ce_4: 0.4124 loss_bbox_4: 0.2463 loss_giou_4: 0.4078 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:40] d2.utils.events INFO: eta: 1 day, 8:07:00 iter: 37599 total_loss: 7.512 loss_ce: 0.441 loss_bbox: 0.2334 loss_giou: 0.4169 loss_ce_0: 0.6285 loss_bbox_0: 0.3956 loss_giou_0: 0.6518 loss_ce_1: 0.5146 loss_bbox_1: 0.2781 loss_giou_1: 0.4836 loss_ce_2: 0.4762 loss_bbox_2: 0.2435 loss_giou_2: 0.438 loss_ce_3: 0.4495 loss_bbox_3: 0.2451 loss_giou_3: 0.4335 loss_ce_4: 0.4381 loss_bbox_4: 0.2378 loss_giou_4: 0.4202 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:46] d2.utils.events INFO: eta: 1 day, 8:07:41 iter: 37619 total_loss: 7.437 loss_ce: 0.4277 loss_bbox: 0.2474 loss_giou: 0.4262 loss_ce_0: 0.6073 loss_bbox_0: 0.4066 loss_giou_0: 0.6439 loss_ce_1: 0.5181 loss_bbox_1: 0.2894 loss_giou_1: 0.4896 loss_ce_2: 0.4707 loss_bbox_2: 0.2537 loss_giou_2: 0.4388 loss_ce_3: 0.4351 loss_bbox_3: 0.2531 loss_giou_3: 0.4341 loss_ce_4: 0.4339 loss_bbox_4: 0.2478 loss_giou_4: 0.4251 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:52] d2.utils.events INFO: eta: 1 day, 8:07:51 iter: 37639 total_loss: 7.412 loss_ce: 0.4363 loss_bbox: 0.2423 loss_giou: 0.4414 loss_ce_0: 0.6059 loss_bbox_0: 0.4057 loss_giou_0: 0.667 loss_ce_1: 0.5081 loss_bbox_1: 0.2817 loss_giou_1: 0.5008 loss_ce_2: 0.4553 loss_bbox_2: 0.2527 loss_giou_2: 0.4596 loss_ce_3: 0.4436 loss_bbox_3: 0.2483 loss_giou_3: 0.4497 loss_ce_4: 0.4374 loss_bbox_4: 0.2418 loss_giou_4: 0.4433 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 16:15:57] d2.utils.events INFO: eta: 1 day, 8:07:06 iter: 37659 total_loss: 7.41 loss_ce: 0.446 loss_bbox: 0.248 loss_giou: 0.382 loss_ce_0: 0.6093 loss_bbox_0: 0.409 loss_giou_0: 0.5997 loss_ce_1: 0.5151 loss_bbox_1: 0.2876 loss_giou_1: 0.4426 loss_ce_2: 0.473 loss_bbox_2: 0.2567 loss_giou_2: 0.4095 loss_ce_3: 0.4521 loss_bbox_3: 0.2575 loss_giou_3: 0.398 loss_ce_4: 0.4396 loss_bbox_4: 0.2485 loss_giou_4: 0.3845 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:03] d2.utils.events INFO: eta: 1 day, 8:06:57 iter: 37679 total_loss: 7.162 loss_ce: 0.4302 loss_bbox: 0.2462 loss_giou: 0.3949 loss_ce_0: 0.5888 loss_bbox_0: 0.4102 loss_giou_0: 0.5927 loss_ce_1: 0.4859 loss_bbox_1: 0.2826 loss_giou_1: 0.4599 loss_ce_2: 0.456 loss_bbox_2: 0.2559 loss_giou_2: 0.4191 loss_ce_3: 0.4318 loss_bbox_3: 0.2456 loss_giou_3: 0.407 loss_ce_4: 0.4289 loss_bbox_4: 0.2439 loss_giou_4: 0.4012 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:09] d2.utils.events INFO: eta: 1 day, 8:06:51 iter: 37699 total_loss: 7.577 loss_ce: 0.4539 loss_bbox: 0.247 loss_giou: 0.4158 loss_ce_0: 0.6045 loss_bbox_0: 0.391 loss_giou_0: 0.6258 loss_ce_1: 0.5249 loss_bbox_1: 0.3002 loss_giou_1: 0.4791 loss_ce_2: 0.4916 loss_bbox_2: 0.2645 loss_giou_2: 0.4357 loss_ce_3: 0.4589 loss_bbox_3: 0.2572 loss_giou_3: 0.426 loss_ce_4: 0.4574 loss_bbox_4: 0.2519 loss_giou_4: 0.4118 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:14] d2.utils.events INFO: eta: 1 day, 8:06:50 iter: 37719 total_loss: 7.393 loss_ce: 0.4232 loss_bbox: 0.2449 loss_giou: 0.4086 loss_ce_0: 0.5825 loss_bbox_0: 0.403 loss_giou_0: 0.6235 loss_ce_1: 0.4817 loss_bbox_1: 0.2838 loss_giou_1: 0.4721 loss_ce_2: 0.4436 loss_bbox_2: 0.2592 loss_giou_2: 0.4218 loss_ce_3: 0.4271 loss_bbox_3: 0.2519 loss_giou_3: 0.4114 loss_ce_4: 0.421 loss_bbox_4: 0.2474 loss_giou_4: 0.4055 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:20] d2.utils.events INFO: eta: 1 day, 8:07:14 iter: 37739 total_loss: 7.239 loss_ce: 0.4291 loss_bbox: 0.2387 loss_giou: 0.4111 loss_ce_0: 0.5871 loss_bbox_0: 0.3892 loss_giou_0: 0.6212 loss_ce_1: 0.4983 loss_bbox_1: 0.2776 loss_giou_1: 0.4625 loss_ce_2: 0.4492 loss_bbox_2: 0.2479 loss_giou_2: 0.4307 loss_ce_3: 0.4298 loss_bbox_3: 0.2413 loss_giou_3: 0.4173 loss_ce_4: 0.4227 loss_bbox_4: 0.2386 loss_giou_4: 0.4074 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:26] d2.utils.events INFO: eta: 1 day, 8:07:26 iter: 37759 total_loss: 7.014 loss_ce: 0.4292 loss_bbox: 0.2266 loss_giou: 0.4004 loss_ce_0: 0.5797 loss_bbox_0: 0.4059 loss_giou_0: 0.6288 loss_ce_1: 0.5025 loss_bbox_1: 0.2703 loss_giou_1: 0.464 loss_ce_2: 0.4503 loss_bbox_2: 0.2412 loss_giou_2: 0.4217 loss_ce_3: 0.4274 loss_bbox_3: 0.2445 loss_giou_3: 0.3988 loss_ce_4: 0.4249 loss_bbox_4: 0.2315 loss_giou_4: 0.4005 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:31] d2.utils.events INFO: eta: 1 day, 8:07:49 iter: 37779 total_loss: 7.599 loss_ce: 0.4542 loss_bbox: 0.2509 loss_giou: 0.4285 loss_ce_0: 0.6131 loss_bbox_0: 0.4309 loss_giou_0: 0.6289 loss_ce_1: 0.5424 loss_bbox_1: 0.3034 loss_giou_1: 0.4805 loss_ce_2: 0.4795 loss_bbox_2: 0.2624 loss_giou_2: 0.4461 loss_ce_3: 0.455 loss_bbox_3: 0.2718 loss_giou_3: 0.4385 loss_ce_4: 0.4486 loss_bbox_4: 0.2496 loss_giou_4: 0.4279 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:37] d2.utils.events INFO: eta: 1 day, 8:07:51 iter: 37799 total_loss: 7.265 loss_ce: 0.4271 loss_bbox: 0.2519 loss_giou: 0.3893 loss_ce_0: 0.6195 loss_bbox_0: 0.4329 loss_giou_0: 0.5987 loss_ce_1: 0.5152 loss_bbox_1: 0.3006 loss_giou_1: 0.4473 loss_ce_2: 0.4606 loss_bbox_2: 0.2718 loss_giou_2: 0.408 loss_ce_3: 0.434 loss_bbox_3: 0.2584 loss_giou_3: 0.3966 loss_ce_4: 0.4311 loss_bbox_4: 0.2557 loss_giou_4: 0.3893 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:43] d2.utils.events INFO: eta: 1 day, 8:07:00 iter: 37819 total_loss: 7.198 loss_ce: 0.42 loss_bbox: 0.2508 loss_giou: 0.3711 loss_ce_0: 0.5988 loss_bbox_0: 0.4032 loss_giou_0: 0.5598 loss_ce_1: 0.5004 loss_bbox_1: 0.2963 loss_giou_1: 0.426 loss_ce_2: 0.4483 loss_bbox_2: 0.2686 loss_giou_2: 0.3855 loss_ce_3: 0.4238 loss_bbox_3: 0.2591 loss_giou_3: 0.3743 loss_ce_4: 0.4237 loss_bbox_4: 0.2556 loss_giou_4: 0.372 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:48] d2.utils.events INFO: eta: 1 day, 8:06:43 iter: 37839 total_loss: 7.666 loss_ce: 0.4302 loss_bbox: 0.244 loss_giou: 0.4143 loss_ce_0: 0.6136 loss_bbox_0: 0.4186 loss_giou_0: 0.6008 loss_ce_1: 0.5225 loss_bbox_1: 0.292 loss_giou_1: 0.4641 loss_ce_2: 0.4632 loss_bbox_2: 0.2771 loss_giou_2: 0.434 loss_ce_3: 0.4441 loss_bbox_3: 0.2553 loss_giou_3: 0.421 loss_ce_4: 0.4337 loss_bbox_4: 0.246 loss_giou_4: 0.4137 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 16:16:54] d2.utils.events INFO: eta: 1 day, 8:06:49 iter: 37859 total_loss: 7.694 loss_ce: 0.4584 loss_bbox: 0.2395 loss_giou: 0.4518 loss_ce_0: 0.6133 loss_bbox_0: 0.4045 loss_giou_0: 0.674 loss_ce_1: 0.5292 loss_bbox_1: 0.2845 loss_giou_1: 0.5128 loss_ce_2: 0.4917 loss_bbox_2: 0.2492 loss_giou_2: 0.4675 loss_ce_3: 0.4689 loss_bbox_3: 0.2427 loss_giou_3: 0.456 loss_ce_4: 0.4709 loss_bbox_4: 0.2438 loss_giou_4: 0.4501 time: 0.2801 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:00] d2.utils.events INFO: eta: 1 day, 8:06:31 iter: 37879 total_loss: 7.501 loss_ce: 0.4552 loss_bbox: 0.2452 loss_giou: 0.4035 loss_ce_0: 0.6069 loss_bbox_0: 0.4027 loss_giou_0: 0.6257 loss_ce_1: 0.5133 loss_bbox_1: 0.2918 loss_giou_1: 0.468 loss_ce_2: 0.4631 loss_bbox_2: 0.262 loss_giou_2: 0.4208 loss_ce_3: 0.4545 loss_bbox_3: 0.2515 loss_giou_3: 0.4073 loss_ce_4: 0.4434 loss_bbox_4: 0.247 loss_giou_4: 0.4014 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:05] d2.utils.events INFO: eta: 1 day, 8:06:38 iter: 37899 total_loss: 7.454 loss_ce: 0.4443 loss_bbox: 0.2303 loss_giou: 0.4216 loss_ce_0: 0.6153 loss_bbox_0: 0.4071 loss_giou_0: 0.6611 loss_ce_1: 0.5175 loss_bbox_1: 0.2802 loss_giou_1: 0.4789 loss_ce_2: 0.47 loss_bbox_2: 0.2499 loss_giou_2: 0.4441 loss_ce_3: 0.458 loss_bbox_3: 0.2413 loss_giou_3: 0.4286 loss_ce_4: 0.4425 loss_bbox_4: 0.234 loss_giou_4: 0.4249 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:11] d2.utils.events INFO: eta: 1 day, 8:06:17 iter: 37919 total_loss: 7.368 loss_ce: 0.4446 loss_bbox: 0.233 loss_giou: 0.4343 loss_ce_0: 0.6187 loss_bbox_0: 0.3932 loss_giou_0: 0.6424 loss_ce_1: 0.5212 loss_bbox_1: 0.2753 loss_giou_1: 0.4895 loss_ce_2: 0.4796 loss_bbox_2: 0.2502 loss_giou_2: 0.4439 loss_ce_3: 0.4547 loss_bbox_3: 0.2381 loss_giou_3: 0.4391 loss_ce_4: 0.4509 loss_bbox_4: 0.2366 loss_giou_4: 0.4331 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:17] d2.utils.events INFO: eta: 1 day, 8:06:35 iter: 37939 total_loss: 7.604 loss_ce: 0.4628 loss_bbox: 0.2367 loss_giou: 0.4348 loss_ce_0: 0.6075 loss_bbox_0: 0.3931 loss_giou_0: 0.6577 loss_ce_1: 0.525 loss_bbox_1: 0.2695 loss_giou_1: 0.5065 loss_ce_2: 0.4859 loss_bbox_2: 0.2472 loss_giou_2: 0.458 loss_ce_3: 0.4655 loss_bbox_3: 0.2403 loss_giou_3: 0.4464 loss_ce_4: 0.4604 loss_bbox_4: 0.2359 loss_giou_4: 0.4397 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:22] d2.utils.events INFO: eta: 1 day, 8:07:18 iter: 37959 total_loss: 7.44 loss_ce: 0.4559 loss_bbox: 0.2455 loss_giou: 0.4342 loss_ce_0: 0.6131 loss_bbox_0: 0.4144 loss_giou_0: 0.6272 loss_ce_1: 0.5317 loss_bbox_1: 0.2778 loss_giou_1: 0.5008 loss_ce_2: 0.4688 loss_bbox_2: 0.2563 loss_giou_2: 0.4641 loss_ce_3: 0.4499 loss_bbox_3: 0.2422 loss_giou_3: 0.4461 loss_ce_4: 0.4541 loss_bbox_4: 0.2477 loss_giou_4: 0.4382 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:28] d2.utils.events INFO: eta: 1 day, 8:06:40 iter: 37979 total_loss: 7.46 loss_ce: 0.4541 loss_bbox: 0.2511 loss_giou: 0.4096 loss_ce_0: 0.5892 loss_bbox_0: 0.4022 loss_giou_0: 0.5849 loss_ce_1: 0.5018 loss_bbox_1: 0.2906 loss_giou_1: 0.4584 loss_ce_2: 0.4693 loss_bbox_2: 0.258 loss_giou_2: 0.4357 loss_ce_3: 0.4488 loss_bbox_3: 0.2551 loss_giou_3: 0.4198 loss_ce_4: 0.4491 loss_bbox_4: 0.249 loss_giou_4: 0.4143 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:34] d2.utils.events INFO: eta: 1 day, 8:06:10 iter: 37999 total_loss: 7.4 loss_ce: 0.4429 loss_bbox: 0.2324 loss_giou: 0.4121 loss_ce_0: 0.6039 loss_bbox_0: 0.412 loss_giou_0: 0.6389 loss_ce_1: 0.5083 loss_bbox_1: 0.2836 loss_giou_1: 0.4733 loss_ce_2: 0.4696 loss_bbox_2: 0.2508 loss_giou_2: 0.4239 loss_ce_3: 0.4492 loss_bbox_3: 0.2387 loss_giou_3: 0.4176 loss_ce_4: 0.452 loss_bbox_4: 0.2372 loss_giou_4: 0.4083 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:39] d2.utils.events INFO: eta: 1 day, 8:06:49 iter: 38019 total_loss: 7.396 loss_ce: 0.4614 loss_bbox: 0.2374 loss_giou: 0.4075 loss_ce_0: 0.6185 loss_bbox_0: 0.3902 loss_giou_0: 0.6205 loss_ce_1: 0.5095 loss_bbox_1: 0.2763 loss_giou_1: 0.461 loss_ce_2: 0.4684 loss_bbox_2: 0.2527 loss_giou_2: 0.4262 loss_ce_3: 0.4595 loss_bbox_3: 0.2423 loss_giou_3: 0.417 loss_ce_4: 0.4552 loss_bbox_4: 0.2431 loss_giou_4: 0.4101 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:45] d2.utils.events INFO: eta: 1 day, 8:06:55 iter: 38039 total_loss: 7.141 loss_ce: 0.4224 loss_bbox: 0.2306 loss_giou: 0.3874 loss_ce_0: 0.5983 loss_bbox_0: 0.4058 loss_giou_0: 0.5942 loss_ce_1: 0.5103 loss_bbox_1: 0.2693 loss_giou_1: 0.4387 loss_ce_2: 0.4587 loss_bbox_2: 0.2464 loss_giou_2: 0.4008 loss_ce_3: 0.42 loss_bbox_3: 0.2337 loss_giou_3: 0.3937 loss_ce_4: 0.421 loss_bbox_4: 0.2309 loss_giou_4: 0.3925 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:51] d2.utils.events INFO: eta: 1 day, 8:07:37 iter: 38059 total_loss: 7.215 loss_ce: 0.4551 loss_bbox: 0.2471 loss_giou: 0.3951 loss_ce_0: 0.6015 loss_bbox_0: 0.3889 loss_giou_0: 0.6105 loss_ce_1: 0.4947 loss_bbox_1: 0.2759 loss_giou_1: 0.4512 loss_ce_2: 0.4576 loss_bbox_2: 0.2551 loss_giou_2: 0.4128 loss_ce_3: 0.4538 loss_bbox_3: 0.2495 loss_giou_3: 0.3979 loss_ce_4: 0.4508 loss_bbox_4: 0.2468 loss_giou_4: 0.393 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 16:17:57] d2.utils.events INFO: eta: 1 day, 8:08:10 iter: 38079 total_loss: 7.236 loss_ce: 0.4395 loss_bbox: 0.2336 loss_giou: 0.4008 loss_ce_0: 0.5785 loss_bbox_0: 0.39 loss_giou_0: 0.6143 loss_ce_1: 0.499 loss_bbox_1: 0.2829 loss_giou_1: 0.4644 loss_ce_2: 0.4625 loss_bbox_2: 0.254 loss_giou_2: 0.4263 loss_ce_3: 0.4446 loss_bbox_3: 0.2372 loss_giou_3: 0.4079 loss_ce_4: 0.4433 loss_bbox_4: 0.2338 loss_giou_4: 0.4026 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:02] d2.utils.events INFO: eta: 1 day, 8:08:04 iter: 38099 total_loss: 7.334 loss_ce: 0.4284 loss_bbox: 0.2362 loss_giou: 0.4106 loss_ce_0: 0.608 loss_bbox_0: 0.3953 loss_giou_0: 0.6009 loss_ce_1: 0.4978 loss_bbox_1: 0.2843 loss_giou_1: 0.4702 loss_ce_2: 0.4614 loss_bbox_2: 0.2551 loss_giou_2: 0.4248 loss_ce_3: 0.4327 loss_bbox_3: 0.2463 loss_giou_3: 0.4201 loss_ce_4: 0.4271 loss_bbox_4: 0.2424 loss_giou_4: 0.4138 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:08] d2.utils.events INFO: eta: 1 day, 8:07:57 iter: 38119 total_loss: 7.233 loss_ce: 0.4335 loss_bbox: 0.2258 loss_giou: 0.4039 loss_ce_0: 0.5982 loss_bbox_0: 0.3878 loss_giou_0: 0.6272 loss_ce_1: 0.512 loss_bbox_1: 0.2704 loss_giou_1: 0.4722 loss_ce_2: 0.4619 loss_bbox_2: 0.2469 loss_giou_2: 0.4203 loss_ce_3: 0.443 loss_bbox_3: 0.2415 loss_giou_3: 0.4136 loss_ce_4: 0.433 loss_bbox_4: 0.2366 loss_giou_4: 0.4078 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:14] d2.utils.events INFO: eta: 1 day, 8:07:27 iter: 38139 total_loss: 7.545 loss_ce: 0.4559 loss_bbox: 0.2505 loss_giou: 0.408 loss_ce_0: 0.6315 loss_bbox_0: 0.4229 loss_giou_0: 0.6455 loss_ce_1: 0.5272 loss_bbox_1: 0.2922 loss_giou_1: 0.4826 loss_ce_2: 0.4863 loss_bbox_2: 0.2595 loss_giou_2: 0.4227 loss_ce_3: 0.466 loss_bbox_3: 0.254 loss_giou_3: 0.4095 loss_ce_4: 0.4632 loss_bbox_4: 0.2545 loss_giou_4: 0.4117 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:19] d2.utils.events INFO: eta: 1 day, 8:07:29 iter: 38159 total_loss: 7.103 loss_ce: 0.4198 loss_bbox: 0.2323 loss_giou: 0.4013 loss_ce_0: 0.599 loss_bbox_0: 0.3996 loss_giou_0: 0.6384 loss_ce_1: 0.4954 loss_bbox_1: 0.2786 loss_giou_1: 0.4609 loss_ce_2: 0.4453 loss_bbox_2: 0.2522 loss_giou_2: 0.4261 loss_ce_3: 0.4274 loss_bbox_3: 0.2397 loss_giou_3: 0.409 loss_ce_4: 0.4163 loss_bbox_4: 0.2309 loss_giou_4: 0.4032 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:25] d2.utils.events INFO: eta: 1 day, 8:08:11 iter: 38179 total_loss: 7.413 loss_ce: 0.4235 loss_bbox: 0.2402 loss_giou: 0.4132 loss_ce_0: 0.5811 loss_bbox_0: 0.4049 loss_giou_0: 0.6417 loss_ce_1: 0.4897 loss_bbox_1: 0.2871 loss_giou_1: 0.4674 loss_ce_2: 0.4369 loss_bbox_2: 0.2555 loss_giou_2: 0.4242 loss_ce_3: 0.4327 loss_bbox_3: 0.2444 loss_giou_3: 0.4187 loss_ce_4: 0.4175 loss_bbox_4: 0.2428 loss_giou_4: 0.4129 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:31] d2.utils.events INFO: eta: 1 day, 8:08:05 iter: 38199 total_loss: 7.587 loss_ce: 0.4429 loss_bbox: 0.2331 loss_giou: 0.4202 loss_ce_0: 0.6087 loss_bbox_0: 0.3985 loss_giou_0: 0.638 loss_ce_1: 0.5011 loss_bbox_1: 0.2788 loss_giou_1: 0.483 loss_ce_2: 0.4645 loss_bbox_2: 0.253 loss_giou_2: 0.4388 loss_ce_3: 0.4526 loss_bbox_3: 0.2373 loss_giou_3: 0.4265 loss_ce_4: 0.4399 loss_bbox_4: 0.2348 loss_giou_4: 0.4199 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:36] d2.utils.events INFO: eta: 1 day, 8:08:17 iter: 38219 total_loss: 7.3 loss_ce: 0.4365 loss_bbox: 0.2529 loss_giou: 0.3887 loss_ce_0: 0.5883 loss_bbox_0: 0.4002 loss_giou_0: 0.5971 loss_ce_1: 0.4881 loss_bbox_1: 0.2849 loss_giou_1: 0.4527 loss_ce_2: 0.4548 loss_bbox_2: 0.2622 loss_giou_2: 0.4128 loss_ce_3: 0.4382 loss_bbox_3: 0.2618 loss_giou_3: 0.3933 loss_ce_4: 0.4366 loss_bbox_4: 0.2564 loss_giou_4: 0.3905 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:42] d2.utils.events INFO: eta: 1 day, 8:07:31 iter: 38239 total_loss: 6.925 loss_ce: 0.4072 loss_bbox: 0.2297 loss_giou: 0.3754 loss_ce_0: 0.5722 loss_bbox_0: 0.3968 loss_giou_0: 0.6004 loss_ce_1: 0.4774 loss_bbox_1: 0.2727 loss_giou_1: 0.4409 loss_ce_2: 0.4319 loss_bbox_2: 0.2456 loss_giou_2: 0.3967 loss_ce_3: 0.4132 loss_bbox_3: 0.2396 loss_giou_3: 0.3878 loss_ce_4: 0.4098 loss_bbox_4: 0.2297 loss_giou_4: 0.3794 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:48] d2.utils.events INFO: eta: 1 day, 8:07:18 iter: 38259 total_loss: 7.499 loss_ce: 0.4496 loss_bbox: 0.2372 loss_giou: 0.434 loss_ce_0: 0.6306 loss_bbox_0: 0.4123 loss_giou_0: 0.6482 loss_ce_1: 0.5172 loss_bbox_1: 0.2894 loss_giou_1: 0.4924 loss_ce_2: 0.4633 loss_bbox_2: 0.2571 loss_giou_2: 0.4588 loss_ce_3: 0.4503 loss_bbox_3: 0.2465 loss_giou_3: 0.448 loss_ce_4: 0.4473 loss_bbox_4: 0.2363 loss_giou_4: 0.4428 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:53] d2.utils.events INFO: eta: 1 day, 8:07:14 iter: 38279 total_loss: 7.025 loss_ce: 0.4382 loss_bbox: 0.2193 loss_giou: 0.3859 loss_ce_0: 0.6103 loss_bbox_0: 0.3867 loss_giou_0: 0.6114 loss_ce_1: 0.5044 loss_bbox_1: 0.2547 loss_giou_1: 0.4364 loss_ce_2: 0.4581 loss_bbox_2: 0.235 loss_giou_2: 0.4034 loss_ce_3: 0.4337 loss_bbox_3: 0.2161 loss_giou_3: 0.3902 loss_ce_4: 0.4284 loss_bbox_4: 0.2211 loss_giou_4: 0.3893 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:18:59] d2.utils.events INFO: eta: 1 day, 8:07:55 iter: 38299 total_loss: 7.472 loss_ce: 0.4307 loss_bbox: 0.244 loss_giou: 0.4086 loss_ce_0: 0.5898 loss_bbox_0: 0.4126 loss_giou_0: 0.6493 loss_ce_1: 0.5058 loss_bbox_1: 0.281 loss_giou_1: 0.4776 loss_ce_2: 0.4438 loss_bbox_2: 0.2526 loss_giou_2: 0.4402 loss_ce_3: 0.4482 loss_bbox_3: 0.2513 loss_giou_3: 0.4218 loss_ce_4: 0.4349 loss_bbox_4: 0.2461 loss_giou_4: 0.4147 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:04] d2.utils.events INFO: eta: 1 day, 8:06:58 iter: 38319 total_loss: 7.283 loss_ce: 0.4508 loss_bbox: 0.2262 loss_giou: 0.4234 loss_ce_0: 0.6082 loss_bbox_0: 0.3988 loss_giou_0: 0.6635 loss_ce_1: 0.5274 loss_bbox_1: 0.2669 loss_giou_1: 0.4978 loss_ce_2: 0.4637 loss_bbox_2: 0.244 loss_giou_2: 0.4502 loss_ce_3: 0.4462 loss_bbox_3: 0.2344 loss_giou_3: 0.4327 loss_ce_4: 0.4507 loss_bbox_4: 0.2263 loss_giou_4: 0.427 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:10] d2.utils.events INFO: eta: 1 day, 8:06:47 iter: 38339 total_loss: 7.19 loss_ce: 0.4327 loss_bbox: 0.223 loss_giou: 0.3688 loss_ce_0: 0.5846 loss_bbox_0: 0.3838 loss_giou_0: 0.5901 loss_ce_1: 0.497 loss_bbox_1: 0.2803 loss_giou_1: 0.441 loss_ce_2: 0.4568 loss_bbox_2: 0.2465 loss_giou_2: 0.3964 loss_ce_3: 0.4418 loss_bbox_3: 0.2359 loss_giou_3: 0.3803 loss_ce_4: 0.4275 loss_bbox_4: 0.2275 loss_giou_4: 0.3726 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:16] d2.utils.events INFO: eta: 1 day, 8:06:26 iter: 38359 total_loss: 7.263 loss_ce: 0.4317 loss_bbox: 0.2289 loss_giou: 0.3913 loss_ce_0: 0.5948 loss_bbox_0: 0.3803 loss_giou_0: 0.5866 loss_ce_1: 0.4995 loss_bbox_1: 0.2711 loss_giou_1: 0.4426 loss_ce_2: 0.4526 loss_bbox_2: 0.2391 loss_giou_2: 0.4074 loss_ce_3: 0.4334 loss_bbox_3: 0.2264 loss_giou_3: 0.3927 loss_ce_4: 0.4277 loss_bbox_4: 0.2305 loss_giou_4: 0.3913 time: 0.2801 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:21] d2.utils.events INFO: eta: 1 day, 8:06:36 iter: 38379 total_loss: 7.161 loss_ce: 0.4262 loss_bbox: 0.2462 loss_giou: 0.4082 loss_ce_0: 0.5881 loss_bbox_0: 0.41 loss_giou_0: 0.635 loss_ce_1: 0.4932 loss_bbox_1: 0.2837 loss_giou_1: 0.4698 loss_ce_2: 0.4568 loss_bbox_2: 0.26 loss_giou_2: 0.43 loss_ce_3: 0.4366 loss_bbox_3: 0.2499 loss_giou_3: 0.4172 loss_ce_4: 0.4275 loss_bbox_4: 0.2469 loss_giou_4: 0.4157 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:27] d2.utils.events INFO: eta: 1 day, 8:05:23 iter: 38399 total_loss: 7.596 loss_ce: 0.456 loss_bbox: 0.253 loss_giou: 0.406 loss_ce_0: 0.6334 loss_bbox_0: 0.4138 loss_giou_0: 0.6042 loss_ce_1: 0.5181 loss_bbox_1: 0.2998 loss_giou_1: 0.4694 loss_ce_2: 0.4938 loss_bbox_2: 0.2681 loss_giou_2: 0.4311 loss_ce_3: 0.4723 loss_bbox_3: 0.2527 loss_giou_3: 0.4146 loss_ce_4: 0.467 loss_bbox_4: 0.2564 loss_giou_4: 0.4052 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:33] d2.utils.events INFO: eta: 1 day, 8:05:04 iter: 38419 total_loss: 7.302 loss_ce: 0.4245 loss_bbox: 0.2355 loss_giou: 0.3931 loss_ce_0: 0.5877 loss_bbox_0: 0.4073 loss_giou_0: 0.5943 loss_ce_1: 0.4948 loss_bbox_1: 0.2812 loss_giou_1: 0.4583 loss_ce_2: 0.4571 loss_bbox_2: 0.2498 loss_giou_2: 0.4132 loss_ce_3: 0.4408 loss_bbox_3: 0.2486 loss_giou_3: 0.4032 loss_ce_4: 0.4275 loss_bbox_4: 0.2395 loss_giou_4: 0.4035 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:38] d2.utils.events INFO: eta: 1 day, 8:04:58 iter: 38439 total_loss: 7.427 loss_ce: 0.4153 loss_bbox: 0.2425 loss_giou: 0.3897 loss_ce_0: 0.6025 loss_bbox_0: 0.3896 loss_giou_0: 0.606 loss_ce_1: 0.506 loss_bbox_1: 0.2756 loss_giou_1: 0.4438 loss_ce_2: 0.4559 loss_bbox_2: 0.2533 loss_giou_2: 0.4063 loss_ce_3: 0.4295 loss_bbox_3: 0.2447 loss_giou_3: 0.3945 loss_ce_4: 0.4143 loss_bbox_4: 0.2365 loss_giou_4: 0.3878 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:44] d2.utils.events INFO: eta: 1 day, 8:05:06 iter: 38459 total_loss: 6.913 loss_ce: 0.4254 loss_bbox: 0.2322 loss_giou: 0.3657 loss_ce_0: 0.6129 loss_bbox_0: 0.401 loss_giou_0: 0.5565 loss_ce_1: 0.5013 loss_bbox_1: 0.2856 loss_giou_1: 0.4153 loss_ce_2: 0.4526 loss_bbox_2: 0.2482 loss_giou_2: 0.3803 loss_ce_3: 0.4264 loss_bbox_3: 0.2392 loss_giou_3: 0.3658 loss_ce_4: 0.4231 loss_bbox_4: 0.233 loss_giou_4: 0.3694 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:50] d2.utils.events INFO: eta: 1 day, 8:05:48 iter: 38479 total_loss: 7.206 loss_ce: 0.419 loss_bbox: 0.2345 loss_giou: 0.4041 loss_ce_0: 0.5973 loss_bbox_0: 0.39 loss_giou_0: 0.5848 loss_ce_1: 0.4887 loss_bbox_1: 0.2791 loss_giou_1: 0.459 loss_ce_2: 0.4363 loss_bbox_2: 0.2437 loss_giou_2: 0.4247 loss_ce_3: 0.4259 loss_bbox_3: 0.2368 loss_giou_3: 0.4104 loss_ce_4: 0.4174 loss_bbox_4: 0.2322 loss_giou_4: 0.407 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:19:55] d2.utils.events INFO: eta: 1 day, 8:05:53 iter: 38499 total_loss: 7.567 loss_ce: 0.4412 loss_bbox: 0.2464 loss_giou: 0.4132 loss_ce_0: 0.597 loss_bbox_0: 0.411 loss_giou_0: 0.6376 loss_ce_1: 0.5005 loss_bbox_1: 0.2955 loss_giou_1: 0.492 loss_ce_2: 0.4646 loss_bbox_2: 0.2577 loss_giou_2: 0.4431 loss_ce_3: 0.4373 loss_bbox_3: 0.2552 loss_giou_3: 0.4239 loss_ce_4: 0.4348 loss_bbox_4: 0.238 loss_giou_4: 0.4107 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:01] d2.utils.events INFO: eta: 1 day, 8:05:14 iter: 38519 total_loss: 7.506 loss_ce: 0.4493 loss_bbox: 0.2388 loss_giou: 0.4247 loss_ce_0: 0.5962 loss_bbox_0: 0.3964 loss_giou_0: 0.621 loss_ce_1: 0.4924 loss_bbox_1: 0.2669 loss_giou_1: 0.4802 loss_ce_2: 0.4548 loss_bbox_2: 0.2407 loss_giou_2: 0.4454 loss_ce_3: 0.4398 loss_bbox_3: 0.2376 loss_giou_3: 0.4298 loss_ce_4: 0.4453 loss_bbox_4: 0.2356 loss_giou_4: 0.4251 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:07] d2.utils.events INFO: eta: 1 day, 8:05:09 iter: 38539 total_loss: 7.794 loss_ce: 0.4468 loss_bbox: 0.2487 loss_giou: 0.4582 loss_ce_0: 0.6255 loss_bbox_0: 0.4065 loss_giou_0: 0.6874 loss_ce_1: 0.5118 loss_bbox_1: 0.2854 loss_giou_1: 0.5135 loss_ce_2: 0.4755 loss_bbox_2: 0.2551 loss_giou_2: 0.4761 loss_ce_3: 0.4527 loss_bbox_3: 0.2503 loss_giou_3: 0.4599 loss_ce_4: 0.4466 loss_bbox_4: 0.2475 loss_giou_4: 0.4561 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:12] d2.utils.events INFO: eta: 1 day, 8:05:36 iter: 38559 total_loss: 6.918 loss_ce: 0.427 loss_bbox: 0.2183 loss_giou: 0.404 loss_ce_0: 0.585 loss_bbox_0: 0.3724 loss_giou_0: 0.6003 loss_ce_1: 0.4883 loss_bbox_1: 0.2655 loss_giou_1: 0.4588 loss_ce_2: 0.4482 loss_bbox_2: 0.2329 loss_giou_2: 0.4263 loss_ce_3: 0.4246 loss_bbox_3: 0.2185 loss_giou_3: 0.4093 loss_ce_4: 0.4248 loss_bbox_4: 0.2189 loss_giou_4: 0.4025 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:18] d2.utils.events INFO: eta: 1 day, 8:05:14 iter: 38579 total_loss: 7.463 loss_ce: 0.4475 loss_bbox: 0.2519 loss_giou: 0.3888 loss_ce_0: 0.6108 loss_bbox_0: 0.4168 loss_giou_0: 0.5905 loss_ce_1: 0.5201 loss_bbox_1: 0.2859 loss_giou_1: 0.4473 loss_ce_2: 0.4703 loss_bbox_2: 0.2597 loss_giou_2: 0.403 loss_ce_3: 0.4468 loss_bbox_3: 0.2541 loss_giou_3: 0.3946 loss_ce_4: 0.4361 loss_bbox_4: 0.2524 loss_giou_4: 0.3928 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:24] d2.utils.events INFO: eta: 1 day, 8:04:34 iter: 38599 total_loss: 6.941 loss_ce: 0.4024 loss_bbox: 0.2204 loss_giou: 0.3867 loss_ce_0: 0.586 loss_bbox_0: 0.3971 loss_giou_0: 0.6109 loss_ce_1: 0.4879 loss_bbox_1: 0.2671 loss_giou_1: 0.4569 loss_ce_2: 0.4395 loss_bbox_2: 0.2398 loss_giou_2: 0.4075 loss_ce_3: 0.4229 loss_bbox_3: 0.2338 loss_giou_3: 0.3949 loss_ce_4: 0.4254 loss_bbox_4: 0.227 loss_giou_4: 0.3904 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:29] d2.utils.events INFO: eta: 1 day, 8:03:18 iter: 38619 total_loss: 7.28 loss_ce: 0.4259 loss_bbox: 0.2407 loss_giou: 0.4048 loss_ce_0: 0.5979 loss_bbox_0: 0.41 loss_giou_0: 0.6283 loss_ce_1: 0.5045 loss_bbox_1: 0.2815 loss_giou_1: 0.4678 loss_ce_2: 0.4593 loss_bbox_2: 0.2487 loss_giou_2: 0.429 loss_ce_3: 0.4329 loss_bbox_3: 0.241 loss_giou_3: 0.4204 loss_ce_4: 0.4325 loss_bbox_4: 0.2399 loss_giou_4: 0.4113 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:35] d2.utils.events INFO: eta: 1 day, 8:03:01 iter: 38639 total_loss: 7.537 loss_ce: 0.4591 loss_bbox: 0.241 loss_giou: 0.4092 loss_ce_0: 0.6196 loss_bbox_0: 0.4039 loss_giou_0: 0.6018 loss_ce_1: 0.527 loss_bbox_1: 0.2857 loss_giou_1: 0.4723 loss_ce_2: 0.4878 loss_bbox_2: 0.2504 loss_giou_2: 0.4334 loss_ce_3: 0.4663 loss_bbox_3: 0.2425 loss_giou_3: 0.4146 loss_ce_4: 0.456 loss_bbox_4: 0.2368 loss_giou_4: 0.4106 time: 0.2801 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:41] d2.utils.events INFO: eta: 1 day, 8:03:31 iter: 38659 total_loss: 7.367 loss_ce: 0.467 loss_bbox: 0.2462 loss_giou: 0.387 loss_ce_0: 0.633 loss_bbox_0: 0.4163 loss_giou_0: 0.585 loss_ce_1: 0.5215 loss_bbox_1: 0.2914 loss_giou_1: 0.4508 loss_ce_2: 0.482 loss_bbox_2: 0.2653 loss_giou_2: 0.4114 loss_ce_3: 0.4745 loss_bbox_3: 0.2564 loss_giou_3: 0.3977 loss_ce_4: 0.4605 loss_bbox_4: 0.251 loss_giou_4: 0.3886 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:46] d2.utils.events INFO: eta: 1 day, 8:03:14 iter: 38679 total_loss: 7.024 loss_ce: 0.4149 loss_bbox: 0.2356 loss_giou: 0.3933 loss_ce_0: 0.5756 loss_bbox_0: 0.4001 loss_giou_0: 0.6093 loss_ce_1: 0.4743 loss_bbox_1: 0.2762 loss_giou_1: 0.4568 loss_ce_2: 0.4338 loss_bbox_2: 0.2463 loss_giou_2: 0.4134 loss_ce_3: 0.4158 loss_bbox_3: 0.2404 loss_giou_3: 0.4063 loss_ce_4: 0.4177 loss_bbox_4: 0.2361 loss_giou_4: 0.3917 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:52] d2.utils.events INFO: eta: 1 day, 8:03:08 iter: 38699 total_loss: 6.937 loss_ce: 0.4051 loss_bbox: 0.2338 loss_giou: 0.4003 loss_ce_0: 0.582 loss_bbox_0: 0.3924 loss_giou_0: 0.6019 loss_ce_1: 0.4829 loss_bbox_1: 0.2736 loss_giou_1: 0.4582 loss_ce_2: 0.4445 loss_bbox_2: 0.2394 loss_giou_2: 0.421 loss_ce_3: 0.4154 loss_bbox_3: 0.2412 loss_giou_3: 0.4056 loss_ce_4: 0.4143 loss_bbox_4: 0.236 loss_giou_4: 0.4023 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 16:20:58] d2.utils.events INFO: eta: 1 day, 8:02:50 iter: 38719 total_loss: 7.413 loss_ce: 0.4543 loss_bbox: 0.2431 loss_giou: 0.4255 loss_ce_0: 0.6016 loss_bbox_0: 0.3885 loss_giou_0: 0.6135 loss_ce_1: 0.5088 loss_bbox_1: 0.2866 loss_giou_1: 0.4863 loss_ce_2: 0.4744 loss_bbox_2: 0.257 loss_giou_2: 0.452 loss_ce_3: 0.4603 loss_bbox_3: 0.2475 loss_giou_3: 0.4364 loss_ce_4: 0.4508 loss_bbox_4: 0.2467 loss_giou_4: 0.427 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:03] d2.utils.events INFO: eta: 1 day, 8:03:08 iter: 38739 total_loss: 7.53 loss_ce: 0.4478 loss_bbox: 0.2508 loss_giou: 0.4209 loss_ce_0: 0.6195 loss_bbox_0: 0.4256 loss_giou_0: 0.6379 loss_ce_1: 0.5221 loss_bbox_1: 0.2931 loss_giou_1: 0.4737 loss_ce_2: 0.4635 loss_bbox_2: 0.2694 loss_giou_2: 0.4437 loss_ce_3: 0.4547 loss_bbox_3: 0.2535 loss_giou_3: 0.431 loss_ce_4: 0.4401 loss_bbox_4: 0.2538 loss_giou_4: 0.4182 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:09] d2.utils.events INFO: eta: 1 day, 8:02:39 iter: 38759 total_loss: 7.191 loss_ce: 0.4421 loss_bbox: 0.239 loss_giou: 0.3952 loss_ce_0: 0.5986 loss_bbox_0: 0.3954 loss_giou_0: 0.6019 loss_ce_1: 0.4956 loss_bbox_1: 0.2779 loss_giou_1: 0.4539 loss_ce_2: 0.4525 loss_bbox_2: 0.2507 loss_giou_2: 0.4154 loss_ce_3: 0.4382 loss_bbox_3: 0.2418 loss_giou_3: 0.4031 loss_ce_4: 0.4345 loss_bbox_4: 0.2417 loss_giou_4: 0.3932 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:15] d2.utils.events INFO: eta: 1 day, 8:02:20 iter: 38779 total_loss: 7.621 loss_ce: 0.4601 loss_bbox: 0.2406 loss_giou: 0.4344 loss_ce_0: 0.626 loss_bbox_0: 0.3992 loss_giou_0: 0.6374 loss_ce_1: 0.5309 loss_bbox_1: 0.2814 loss_giou_1: 0.5098 loss_ce_2: 0.4869 loss_bbox_2: 0.2545 loss_giou_2: 0.4605 loss_ce_3: 0.4658 loss_bbox_3: 0.2437 loss_giou_3: 0.4409 loss_ce_4: 0.4506 loss_bbox_4: 0.2404 loss_giou_4: 0.4341 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:21] d2.utils.events INFO: eta: 1 day, 8:02:07 iter: 38799 total_loss: 7.316 loss_ce: 0.4175 loss_bbox: 0.2383 loss_giou: 0.4134 loss_ce_0: 0.5877 loss_bbox_0: 0.402 loss_giou_0: 0.6227 loss_ce_1: 0.5027 loss_bbox_1: 0.274 loss_giou_1: 0.4512 loss_ce_2: 0.447 loss_bbox_2: 0.253 loss_giou_2: 0.4179 loss_ce_3: 0.4233 loss_bbox_3: 0.2474 loss_giou_3: 0.4137 loss_ce_4: 0.4182 loss_bbox_4: 0.246 loss_giou_4: 0.4089 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:26] d2.utils.events INFO: eta: 1 day, 8:02:05 iter: 38819 total_loss: 7.337 loss_ce: 0.4481 loss_bbox: 0.2435 loss_giou: 0.3903 loss_ce_0: 0.6215 loss_bbox_0: 0.4002 loss_giou_0: 0.6007 loss_ce_1: 0.5139 loss_bbox_1: 0.2773 loss_giou_1: 0.449 loss_ce_2: 0.4765 loss_bbox_2: 0.2502 loss_giou_2: 0.4135 loss_ce_3: 0.4637 loss_bbox_3: 0.2513 loss_giou_3: 0.4009 loss_ce_4: 0.4529 loss_bbox_4: 0.2466 loss_giou_4: 0.3932 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:32] d2.utils.events INFO: eta: 1 day, 8:02:05 iter: 38839 total_loss: 7.437 loss_ce: 0.435 loss_bbox: 0.2544 loss_giou: 0.4062 loss_ce_0: 0.6051 loss_bbox_0: 0.4033 loss_giou_0: 0.6047 loss_ce_1: 0.5141 loss_bbox_1: 0.2957 loss_giou_1: 0.4643 loss_ce_2: 0.4667 loss_bbox_2: 0.2637 loss_giou_2: 0.4203 loss_ce_3: 0.441 loss_bbox_3: 0.2579 loss_giou_3: 0.4135 loss_ce_4: 0.4316 loss_bbox_4: 0.2559 loss_giou_4: 0.4024 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:38] d2.utils.events INFO: eta: 1 day, 8:01:59 iter: 38859 total_loss: 7.588 loss_ce: 0.4417 loss_bbox: 0.2491 loss_giou: 0.4121 loss_ce_0: 0.5993 loss_bbox_0: 0.4126 loss_giou_0: 0.6134 loss_ce_1: 0.5158 loss_bbox_1: 0.2884 loss_giou_1: 0.4773 loss_ce_2: 0.4719 loss_bbox_2: 0.2634 loss_giou_2: 0.4362 loss_ce_3: 0.4463 loss_bbox_3: 0.256 loss_giou_3: 0.4189 loss_ce_4: 0.4476 loss_bbox_4: 0.2555 loss_giou_4: 0.4082 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:43] d2.utils.events INFO: eta: 1 day, 8:01:54 iter: 38879 total_loss: 7.389 loss_ce: 0.4325 loss_bbox: 0.2438 loss_giou: 0.4069 loss_ce_0: 0.6213 loss_bbox_0: 0.4063 loss_giou_0: 0.6285 loss_ce_1: 0.5095 loss_bbox_1: 0.2943 loss_giou_1: 0.4651 loss_ce_2: 0.4688 loss_bbox_2: 0.2644 loss_giou_2: 0.4271 loss_ce_3: 0.4412 loss_bbox_3: 0.2561 loss_giou_3: 0.4097 loss_ce_4: 0.4422 loss_bbox_4: 0.249 loss_giou_4: 0.4044 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:49] d2.utils.events INFO: eta: 1 day, 8:02:01 iter: 38899 total_loss: 7.121 loss_ce: 0.4535 loss_bbox: 0.2417 loss_giou: 0.4052 loss_ce_0: 0.6244 loss_bbox_0: 0.4147 loss_giou_0: 0.6174 loss_ce_1: 0.5208 loss_bbox_1: 0.2859 loss_giou_1: 0.4655 loss_ce_2: 0.4759 loss_bbox_2: 0.255 loss_giou_2: 0.416 loss_ce_3: 0.4501 loss_bbox_3: 0.2476 loss_giou_3: 0.4097 loss_ce_4: 0.4603 loss_bbox_4: 0.2389 loss_giou_4: 0.4025 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 16:21:55] d2.utils.events INFO: eta: 1 day, 8:01:55 iter: 38919 total_loss: 7.459 loss_ce: 0.4601 loss_bbox: 0.2704 loss_giou: 0.3876 loss_ce_0: 0.6306 loss_bbox_0: 0.4253 loss_giou_0: 0.6088 loss_ce_1: 0.5097 loss_bbox_1: 0.3079 loss_giou_1: 0.4447 loss_ce_2: 0.4785 loss_bbox_2: 0.2796 loss_giou_2: 0.4036 loss_ce_3: 0.4687 loss_bbox_3: 0.2725 loss_giou_3: 0.3977 loss_ce_4: 0.4588 loss_bbox_4: 0.2669 loss_giou_4: 0.3893 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:00] d2.utils.events INFO: eta: 1 day, 8:01:35 iter: 38939 total_loss: 7.248 loss_ce: 0.4052 loss_bbox: 0.236 loss_giou: 0.405 loss_ce_0: 0.5779 loss_bbox_0: 0.4278 loss_giou_0: 0.6434 loss_ce_1: 0.4888 loss_bbox_1: 0.2949 loss_giou_1: 0.475 loss_ce_2: 0.4376 loss_bbox_2: 0.2562 loss_giou_2: 0.427 loss_ce_3: 0.4099 loss_bbox_3: 0.2459 loss_giou_3: 0.4127 loss_ce_4: 0.4015 loss_bbox_4: 0.2392 loss_giou_4: 0.4146 time: 0.2801 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:06] d2.utils.events INFO: eta: 1 day, 8:01:45 iter: 38959 total_loss: 7.007 loss_ce: 0.4275 loss_bbox: 0.2238 loss_giou: 0.4019 loss_ce_0: 0.5881 loss_bbox_0: 0.3749 loss_giou_0: 0.6193 loss_ce_1: 0.5043 loss_bbox_1: 0.2682 loss_giou_1: 0.4636 loss_ce_2: 0.4628 loss_bbox_2: 0.2343 loss_giou_2: 0.4176 loss_ce_3: 0.4274 loss_bbox_3: 0.2287 loss_giou_3: 0.4087 loss_ce_4: 0.4217 loss_bbox_4: 0.222 loss_giou_4: 0.402 time: 0.2801 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:12] d2.utils.events INFO: eta: 1 day, 8:01:40 iter: 38979 total_loss: 6.849 loss_ce: 0.4227 loss_bbox: 0.2127 loss_giou: 0.389 loss_ce_0: 0.5927 loss_bbox_0: 0.3742 loss_giou_0: 0.5794 loss_ce_1: 0.4797 loss_bbox_1: 0.2523 loss_giou_1: 0.4233 loss_ce_2: 0.4223 loss_bbox_2: 0.2301 loss_giou_2: 0.4068 loss_ce_3: 0.4279 loss_bbox_3: 0.2165 loss_giou_3: 0.3993 loss_ce_4: 0.4273 loss_bbox_4: 0.2128 loss_giou_4: 0.391 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:17] d2.utils.events INFO: eta: 1 day, 8:02:28 iter: 38999 total_loss: 7.4 loss_ce: 0.4236 loss_bbox: 0.2436 loss_giou: 0.4316 loss_ce_0: 0.5749 loss_bbox_0: 0.3983 loss_giou_0: 0.6456 loss_ce_1: 0.4827 loss_bbox_1: 0.2872 loss_giou_1: 0.5035 loss_ce_2: 0.4384 loss_bbox_2: 0.2564 loss_giou_2: 0.4605 loss_ce_3: 0.4262 loss_bbox_3: 0.246 loss_giou_3: 0.4396 loss_ce_4: 0.4252 loss_bbox_4: 0.2464 loss_giou_4: 0.4379 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:23] d2.utils.events INFO: eta: 1 day, 8:01:40 iter: 39019 total_loss: 7.246 loss_ce: 0.4374 loss_bbox: 0.2319 loss_giou: 0.4013 loss_ce_0: 0.5965 loss_bbox_0: 0.399 loss_giou_0: 0.6348 loss_ce_1: 0.5088 loss_bbox_1: 0.274 loss_giou_1: 0.4804 loss_ce_2: 0.4595 loss_bbox_2: 0.2435 loss_giou_2: 0.4251 loss_ce_3: 0.4468 loss_bbox_3: 0.2366 loss_giou_3: 0.4164 loss_ce_4: 0.4409 loss_bbox_4: 0.2322 loss_giou_4: 0.4061 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:29] d2.utils.events INFO: eta: 1 day, 8:01:07 iter: 39039 total_loss: 6.956 loss_ce: 0.4242 loss_bbox: 0.236 loss_giou: 0.3881 loss_ce_0: 0.582 loss_bbox_0: 0.3767 loss_giou_0: 0.5704 loss_ce_1: 0.4899 loss_bbox_1: 0.2657 loss_giou_1: 0.4362 loss_ce_2: 0.4509 loss_bbox_2: 0.2434 loss_giou_2: 0.3883 loss_ce_3: 0.4321 loss_bbox_3: 0.2431 loss_giou_3: 0.3891 loss_ce_4: 0.4283 loss_bbox_4: 0.2373 loss_giou_4: 0.3884 time: 0.2801 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:34] d2.utils.events INFO: eta: 1 day, 8:00:54 iter: 39059 total_loss: 7.173 loss_ce: 0.4064 loss_bbox: 0.2325 loss_giou: 0.4184 loss_ce_0: 0.5795 loss_bbox_0: 0.3833 loss_giou_0: 0.6021 loss_ce_1: 0.4763 loss_bbox_1: 0.2695 loss_giou_1: 0.4711 loss_ce_2: 0.4364 loss_bbox_2: 0.2427 loss_giou_2: 0.4332 loss_ce_3: 0.4178 loss_bbox_3: 0.2347 loss_giou_3: 0.4206 loss_ce_4: 0.4104 loss_bbox_4: 0.2317 loss_giou_4: 0.4176 time: 0.2801 data_time: 0.0372 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:40] d2.utils.events INFO: eta: 1 day, 8:00:07 iter: 39079 total_loss: 7.206 loss_ce: 0.4296 loss_bbox: 0.2377 loss_giou: 0.4122 loss_ce_0: 0.5674 loss_bbox_0: 0.3881 loss_giou_0: 0.6038 loss_ce_1: 0.4876 loss_bbox_1: 0.2811 loss_giou_1: 0.4722 loss_ce_2: 0.449 loss_bbox_2: 0.2515 loss_giou_2: 0.4329 loss_ce_3: 0.4394 loss_bbox_3: 0.2456 loss_giou_3: 0.4189 loss_ce_4: 0.4321 loss_bbox_4: 0.2395 loss_giou_4: 0.4127 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:46] d2.utils.events INFO: eta: 1 day, 8:00:51 iter: 39099 total_loss: 7.429 loss_ce: 0.4493 loss_bbox: 0.2455 loss_giou: 0.4005 loss_ce_0: 0.6068 loss_bbox_0: 0.4239 loss_giou_0: 0.6336 loss_ce_1: 0.5216 loss_bbox_1: 0.2884 loss_giou_1: 0.4779 loss_ce_2: 0.4754 loss_bbox_2: 0.2517 loss_giou_2: 0.4305 loss_ce_3: 0.4452 loss_bbox_3: 0.25 loss_giou_3: 0.4142 loss_ce_4: 0.4403 loss_bbox_4: 0.2463 loss_giou_4: 0.409 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:52] d2.utils.events INFO: eta: 1 day, 8:01:40 iter: 39119 total_loss: 7.321 loss_ce: 0.4548 loss_bbox: 0.2459 loss_giou: 0.4065 loss_ce_0: 0.6014 loss_bbox_0: 0.4028 loss_giou_0: 0.6163 loss_ce_1: 0.5241 loss_bbox_1: 0.2846 loss_giou_1: 0.4581 loss_ce_2: 0.4679 loss_bbox_2: 0.2566 loss_giou_2: 0.4187 loss_ce_3: 0.4601 loss_bbox_3: 0.2534 loss_giou_3: 0.4123 loss_ce_4: 0.4514 loss_bbox_4: 0.2465 loss_giou_4: 0.4067 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 16:22:57] d2.utils.events INFO: eta: 1 day, 8:01:37 iter: 39139 total_loss: 7.256 loss_ce: 0.418 loss_bbox: 0.2291 loss_giou: 0.3963 loss_ce_0: 0.5949 loss_bbox_0: 0.3912 loss_giou_0: 0.5965 loss_ce_1: 0.4941 loss_bbox_1: 0.2654 loss_giou_1: 0.452 loss_ce_2: 0.4347 loss_bbox_2: 0.2427 loss_giou_2: 0.4154 loss_ce_3: 0.4185 loss_bbox_3: 0.2352 loss_giou_3: 0.4008 loss_ce_4: 0.4163 loss_bbox_4: 0.2322 loss_giou_4: 0.3978 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:03] d2.utils.events INFO: eta: 1 day, 8:01:44 iter: 39159 total_loss: 7.033 loss_ce: 0.4073 loss_bbox: 0.2297 loss_giou: 0.3961 loss_ce_0: 0.5688 loss_bbox_0: 0.3704 loss_giou_0: 0.5932 loss_ce_1: 0.49 loss_bbox_1: 0.2624 loss_giou_1: 0.4486 loss_ce_2: 0.4389 loss_bbox_2: 0.2346 loss_giou_2: 0.4124 loss_ce_3: 0.4111 loss_bbox_3: 0.2317 loss_giou_3: 0.4036 loss_ce_4: 0.405 loss_bbox_4: 0.2306 loss_giou_4: 0.3983 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:08] d2.utils.events INFO: eta: 1 day, 8:00:55 iter: 39179 total_loss: 7.232 loss_ce: 0.4164 loss_bbox: 0.2383 loss_giou: 0.4092 loss_ce_0: 0.5869 loss_bbox_0: 0.3983 loss_giou_0: 0.6088 loss_ce_1: 0.5024 loss_bbox_1: 0.2911 loss_giou_1: 0.4612 loss_ce_2: 0.4452 loss_bbox_2: 0.2497 loss_giou_2: 0.4166 loss_ce_3: 0.4254 loss_bbox_3: 0.2548 loss_giou_3: 0.4133 loss_ce_4: 0.419 loss_bbox_4: 0.2384 loss_giou_4: 0.4128 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:14] d2.utils.events INFO: eta: 1 day, 8:00:38 iter: 39199 total_loss: 7.418 loss_ce: 0.4641 loss_bbox: 0.2381 loss_giou: 0.4212 loss_ce_0: 0.6108 loss_bbox_0: 0.3986 loss_giou_0: 0.6307 loss_ce_1: 0.5178 loss_bbox_1: 0.2787 loss_giou_1: 0.4729 loss_ce_2: 0.4718 loss_bbox_2: 0.2533 loss_giou_2: 0.4406 loss_ce_3: 0.4655 loss_bbox_3: 0.2408 loss_giou_3: 0.4288 loss_ce_4: 0.4605 loss_bbox_4: 0.239 loss_giou_4: 0.4254 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:20] d2.utils.events INFO: eta: 1 day, 8:00:20 iter: 39219 total_loss: 7.422 loss_ce: 0.452 loss_bbox: 0.2417 loss_giou: 0.4192 loss_ce_0: 0.5992 loss_bbox_0: 0.3983 loss_giou_0: 0.6385 loss_ce_1: 0.5173 loss_bbox_1: 0.2768 loss_giou_1: 0.4838 loss_ce_2: 0.4713 loss_bbox_2: 0.25 loss_giou_2: 0.4404 loss_ce_3: 0.4572 loss_bbox_3: 0.2402 loss_giou_3: 0.4236 loss_ce_4: 0.4573 loss_bbox_4: 0.2424 loss_giou_4: 0.4224 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:25] d2.utils.events INFO: eta: 1 day, 8:01:01 iter: 39239 total_loss: 7.142 loss_ce: 0.4094 loss_bbox: 0.2409 loss_giou: 0.4161 loss_ce_0: 0.5608 loss_bbox_0: 0.3863 loss_giou_0: 0.6071 loss_ce_1: 0.4817 loss_bbox_1: 0.2752 loss_giou_1: 0.4725 loss_ce_2: 0.4383 loss_bbox_2: 0.2474 loss_giou_2: 0.4387 loss_ce_3: 0.4134 loss_bbox_3: 0.2402 loss_giou_3: 0.4276 loss_ce_4: 0.4139 loss_bbox_4: 0.2375 loss_giou_4: 0.4157 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:31] d2.utils.events INFO: eta: 1 day, 8:01:07 iter: 39259 total_loss: 7.185 loss_ce: 0.4248 loss_bbox: 0.2433 loss_giou: 0.4201 loss_ce_0: 0.598 loss_bbox_0: 0.3797 loss_giou_0: 0.6045 loss_ce_1: 0.4931 loss_bbox_1: 0.2873 loss_giou_1: 0.4714 loss_ce_2: 0.4532 loss_bbox_2: 0.2458 loss_giou_2: 0.4295 loss_ce_3: 0.4258 loss_bbox_3: 0.2457 loss_giou_3: 0.4132 loss_ce_4: 0.4262 loss_bbox_4: 0.2429 loss_giou_4: 0.42 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:37] d2.utils.events INFO: eta: 1 day, 8:00:37 iter: 39279 total_loss: 7.148 loss_ce: 0.4392 loss_bbox: 0.2391 loss_giou: 0.3899 loss_ce_0: 0.5948 loss_bbox_0: 0.3905 loss_giou_0: 0.5895 loss_ce_1: 0.4974 loss_bbox_1: 0.2781 loss_giou_1: 0.4412 loss_ce_2: 0.4713 loss_bbox_2: 0.2473 loss_giou_2: 0.4063 loss_ce_3: 0.4387 loss_bbox_3: 0.2439 loss_giou_3: 0.3996 loss_ce_4: 0.4322 loss_bbox_4: 0.2386 loss_giou_4: 0.3896 time: 0.2801 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:42] d2.utils.events INFO: eta: 1 day, 8:00:44 iter: 39299 total_loss: 7.187 loss_ce: 0.4281 loss_bbox: 0.2374 loss_giou: 0.4012 loss_ce_0: 0.5993 loss_bbox_0: 0.3937 loss_giou_0: 0.6194 loss_ce_1: 0.4854 loss_bbox_1: 0.2789 loss_giou_1: 0.4636 loss_ce_2: 0.4474 loss_bbox_2: 0.2544 loss_giou_2: 0.4166 loss_ce_3: 0.4214 loss_bbox_3: 0.2449 loss_giou_3: 0.4094 loss_ce_4: 0.4282 loss_bbox_4: 0.2387 loss_giou_4: 0.409 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:48] d2.utils.events INFO: eta: 1 day, 8:01:28 iter: 39319 total_loss: 7.149 loss_ce: 0.4255 loss_bbox: 0.243 loss_giou: 0.4057 loss_ce_0: 0.5897 loss_bbox_0: 0.4147 loss_giou_0: 0.5919 loss_ce_1: 0.5028 loss_bbox_1: 0.2796 loss_giou_1: 0.4455 loss_ce_2: 0.446 loss_bbox_2: 0.2556 loss_giou_2: 0.4212 loss_ce_3: 0.4293 loss_bbox_3: 0.245 loss_giou_3: 0.4147 loss_ce_4: 0.425 loss_bbox_4: 0.2439 loss_giou_4: 0.409 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:54] d2.utils.events INFO: eta: 1 day, 8:01:31 iter: 39339 total_loss: 7.429 loss_ce: 0.4268 loss_bbox: 0.2464 loss_giou: 0.4112 loss_ce_0: 0.5901 loss_bbox_0: 0.3938 loss_giou_0: 0.6203 loss_ce_1: 0.5095 loss_bbox_1: 0.2892 loss_giou_1: 0.4841 loss_ce_2: 0.4604 loss_bbox_2: 0.2586 loss_giou_2: 0.4337 loss_ce_3: 0.4415 loss_bbox_3: 0.2487 loss_giou_3: 0.4179 loss_ce_4: 0.4314 loss_bbox_4: 0.2471 loss_giou_4: 0.4143 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 16:23:59] d2.utils.events INFO: eta: 1 day, 8:01:25 iter: 39359 total_loss: 7.058 loss_ce: 0.4441 loss_bbox: 0.2447 loss_giou: 0.3785 loss_ce_0: 0.5952 loss_bbox_0: 0.404 loss_giou_0: 0.5961 loss_ce_1: 0.5059 loss_bbox_1: 0.2771 loss_giou_1: 0.4432 loss_ce_2: 0.461 loss_bbox_2: 0.2453 loss_giou_2: 0.403 loss_ce_3: 0.4475 loss_bbox_3: 0.239 loss_giou_3: 0.3887 loss_ce_4: 0.4439 loss_bbox_4: 0.2469 loss_giou_4: 0.3838 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:05] d2.utils.events INFO: eta: 1 day, 8:00:46 iter: 39379 total_loss: 7.427 loss_ce: 0.4605 loss_bbox: 0.2486 loss_giou: 0.3987 loss_ce_0: 0.639 loss_bbox_0: 0.41 loss_giou_0: 0.6048 loss_ce_1: 0.5175 loss_bbox_1: 0.2834 loss_giou_1: 0.4646 loss_ce_2: 0.476 loss_bbox_2: 0.2656 loss_giou_2: 0.4245 loss_ce_3: 0.4632 loss_bbox_3: 0.2506 loss_giou_3: 0.4101 loss_ce_4: 0.4579 loss_bbox_4: 0.248 loss_giou_4: 0.4066 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:11] d2.utils.events INFO: eta: 1 day, 8:00:59 iter: 39399 total_loss: 7.338 loss_ce: 0.4236 loss_bbox: 0.2367 loss_giou: 0.3969 loss_ce_0: 0.599 loss_bbox_0: 0.3992 loss_giou_0: 0.6045 loss_ce_1: 0.4943 loss_bbox_1: 0.2801 loss_giou_1: 0.462 loss_ce_2: 0.4512 loss_bbox_2: 0.254 loss_giou_2: 0.4237 loss_ce_3: 0.435 loss_bbox_3: 0.2445 loss_giou_3: 0.4096 loss_ce_4: 0.4186 loss_bbox_4: 0.2367 loss_giou_4: 0.4006 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:16] d2.utils.events INFO: eta: 1 day, 8:01:17 iter: 39419 total_loss: 7.278 loss_ce: 0.4356 loss_bbox: 0.2407 loss_giou: 0.4113 loss_ce_0: 0.6079 loss_bbox_0: 0.4106 loss_giou_0: 0.6256 loss_ce_1: 0.4946 loss_bbox_1: 0.2888 loss_giou_1: 0.4637 loss_ce_2: 0.4559 loss_bbox_2: 0.2545 loss_giou_2: 0.4258 loss_ce_3: 0.4415 loss_bbox_3: 0.2504 loss_giou_3: 0.418 loss_ce_4: 0.4349 loss_bbox_4: 0.254 loss_giou_4: 0.4118 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:22] d2.utils.events INFO: eta: 1 day, 8:01:18 iter: 39439 total_loss: 7.221 loss_ce: 0.4408 loss_bbox: 0.2481 loss_giou: 0.4122 loss_ce_0: 0.6066 loss_bbox_0: 0.3979 loss_giou_0: 0.6307 loss_ce_1: 0.5213 loss_bbox_1: 0.2756 loss_giou_1: 0.4675 loss_ce_2: 0.4731 loss_bbox_2: 0.2584 loss_giou_2: 0.4356 loss_ce_3: 0.4451 loss_bbox_3: 0.2463 loss_giou_3: 0.4261 loss_ce_4: 0.439 loss_bbox_4: 0.2453 loss_giou_4: 0.4168 time: 0.2801 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:28] d2.utils.events INFO: eta: 1 day, 8:01:29 iter: 39459 total_loss: 7.556 loss_ce: 0.4627 loss_bbox: 0.2305 loss_giou: 0.412 loss_ce_0: 0.6331 loss_bbox_0: 0.4169 loss_giou_0: 0.6416 loss_ce_1: 0.5277 loss_bbox_1: 0.2788 loss_giou_1: 0.4838 loss_ce_2: 0.4843 loss_bbox_2: 0.2476 loss_giou_2: 0.4399 loss_ce_3: 0.4593 loss_bbox_3: 0.24 loss_giou_3: 0.4261 loss_ce_4: 0.459 loss_bbox_4: 0.2379 loss_giou_4: 0.4142 time: 0.2801 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:33] d2.utils.events INFO: eta: 1 day, 8:00:29 iter: 39479 total_loss: 7.13 loss_ce: 0.4131 loss_bbox: 0.2274 loss_giou: 0.3875 loss_ce_0: 0.5961 loss_bbox_0: 0.3875 loss_giou_0: 0.5926 loss_ce_1: 0.4913 loss_bbox_1: 0.2656 loss_giou_1: 0.44 loss_ce_2: 0.4335 loss_bbox_2: 0.2417 loss_giou_2: 0.4018 loss_ce_3: 0.4244 loss_bbox_3: 0.225 loss_giou_3: 0.3942 loss_ce_4: 0.4142 loss_bbox_4: 0.223 loss_giou_4: 0.3914 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:39] d2.utils.events INFO: eta: 1 day, 8:00:12 iter: 39499 total_loss: 7.252 loss_ce: 0.4472 loss_bbox: 0.2413 loss_giou: 0.4021 loss_ce_0: 0.6009 loss_bbox_0: 0.4021 loss_giou_0: 0.645 loss_ce_1: 0.5034 loss_bbox_1: 0.2765 loss_giou_1: 0.4653 loss_ce_2: 0.4628 loss_bbox_2: 0.2497 loss_giou_2: 0.4304 loss_ce_3: 0.444 loss_bbox_3: 0.2405 loss_giou_3: 0.4105 loss_ce_4: 0.4472 loss_bbox_4: 0.241 loss_giou_4: 0.4056 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:45] d2.utils.events INFO: eta: 1 day, 8:00:06 iter: 39519 total_loss: 6.898 loss_ce: 0.4236 loss_bbox: 0.2295 loss_giou: 0.3782 loss_ce_0: 0.5879 loss_bbox_0: 0.4085 loss_giou_0: 0.594 loss_ce_1: 0.489 loss_bbox_1: 0.2754 loss_giou_1: 0.4391 loss_ce_2: 0.446 loss_bbox_2: 0.2451 loss_giou_2: 0.3957 loss_ce_3: 0.4252 loss_bbox_3: 0.237 loss_giou_3: 0.3835 loss_ce_4: 0.4213 loss_bbox_4: 0.2305 loss_giou_4: 0.3801 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:50] d2.utils.events INFO: eta: 1 day, 8:00:12 iter: 39539 total_loss: 7.221 loss_ce: 0.4183 loss_bbox: 0.2388 loss_giou: 0.3782 loss_ce_0: 0.5818 loss_bbox_0: 0.3975 loss_giou_0: 0.579 loss_ce_1: 0.4891 loss_bbox_1: 0.2876 loss_giou_1: 0.4327 loss_ce_2: 0.4401 loss_bbox_2: 0.2564 loss_giou_2: 0.3966 loss_ce_3: 0.4172 loss_bbox_3: 0.2468 loss_giou_3: 0.3888 loss_ce_4: 0.407 loss_bbox_4: 0.2439 loss_giou_4: 0.3805 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 16:24:56] d2.utils.events INFO: eta: 1 day, 7:59:55 iter: 39559 total_loss: 7.136 loss_ce: 0.4563 loss_bbox: 0.2283 loss_giou: 0.4088 loss_ce_0: 0.6237 loss_bbox_0: 0.3889 loss_giou_0: 0.6001 loss_ce_1: 0.5303 loss_bbox_1: 0.276 loss_giou_1: 0.447 loss_ce_2: 0.4762 loss_bbox_2: 0.2326 loss_giou_2: 0.4244 loss_ce_3: 0.4666 loss_bbox_3: 0.2279 loss_giou_3: 0.4154 loss_ce_4: 0.4559 loss_bbox_4: 0.2328 loss_giou_4: 0.4052 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:02] d2.utils.events INFO: eta: 1 day, 7:59:52 iter: 39579 total_loss: 7.051 loss_ce: 0.4105 loss_bbox: 0.2276 loss_giou: 0.3949 loss_ce_0: 0.5683 loss_bbox_0: 0.3882 loss_giou_0: 0.6193 loss_ce_1: 0.4813 loss_bbox_1: 0.2523 loss_giou_1: 0.4485 loss_ce_2: 0.4325 loss_bbox_2: 0.2308 loss_giou_2: 0.4083 loss_ce_3: 0.4185 loss_bbox_3: 0.2257 loss_giou_3: 0.3912 loss_ce_4: 0.4137 loss_bbox_4: 0.2263 loss_giou_4: 0.3934 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:08] d2.utils.events INFO: eta: 1 day, 8:00:09 iter: 39599 total_loss: 7.186 loss_ce: 0.3984 loss_bbox: 0.2522 loss_giou: 0.4012 loss_ce_0: 0.5556 loss_bbox_0: 0.4084 loss_giou_0: 0.6086 loss_ce_1: 0.471 loss_bbox_1: 0.2909 loss_giou_1: 0.4646 loss_ce_2: 0.4188 loss_bbox_2: 0.2661 loss_giou_2: 0.4263 loss_ce_3: 0.3928 loss_bbox_3: 0.2576 loss_giou_3: 0.4114 loss_ce_4: 0.394 loss_bbox_4: 0.2565 loss_giou_4: 0.4066 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:13] d2.utils.events INFO: eta: 1 day, 8:00:05 iter: 39619 total_loss: 7.122 loss_ce: 0.4365 loss_bbox: 0.2414 loss_giou: 0.3936 loss_ce_0: 0.5785 loss_bbox_0: 0.3992 loss_giou_0: 0.5985 loss_ce_1: 0.4877 loss_bbox_1: 0.29 loss_giou_1: 0.4635 loss_ce_2: 0.4501 loss_bbox_2: 0.2576 loss_giou_2: 0.4168 loss_ce_3: 0.4405 loss_bbox_3: 0.2474 loss_giou_3: 0.4041 loss_ce_4: 0.4326 loss_bbox_4: 0.2425 loss_giou_4: 0.3963 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:19] d2.utils.events INFO: eta: 1 day, 7:59:52 iter: 39639 total_loss: 6.943 loss_ce: 0.4085 loss_bbox: 0.2296 loss_giou: 0.4039 loss_ce_0: 0.5887 loss_bbox_0: 0.3885 loss_giou_0: 0.5927 loss_ce_1: 0.4806 loss_bbox_1: 0.2739 loss_giou_1: 0.4527 loss_ce_2: 0.4338 loss_bbox_2: 0.241 loss_giou_2: 0.4173 loss_ce_3: 0.4083 loss_bbox_3: 0.2235 loss_giou_3: 0.4044 loss_ce_4: 0.4043 loss_bbox_4: 0.227 loss_giou_4: 0.4039 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:25] d2.utils.events INFO: eta: 1 day, 7:59:38 iter: 39659 total_loss: 7.238 loss_ce: 0.4306 loss_bbox: 0.2407 loss_giou: 0.4065 loss_ce_0: 0.5791 loss_bbox_0: 0.4151 loss_giou_0: 0.6148 loss_ce_1: 0.4904 loss_bbox_1: 0.2889 loss_giou_1: 0.4674 loss_ce_2: 0.4531 loss_bbox_2: 0.2633 loss_giou_2: 0.4246 loss_ce_3: 0.4378 loss_bbox_3: 0.249 loss_giou_3: 0.4227 loss_ce_4: 0.4353 loss_bbox_4: 0.2448 loss_giou_4: 0.4143 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:30] d2.utils.events INFO: eta: 1 day, 7:59:47 iter: 39679 total_loss: 7.348 loss_ce: 0.4209 loss_bbox: 0.2299 loss_giou: 0.407 loss_ce_0: 0.5817 loss_bbox_0: 0.4024 loss_giou_0: 0.5911 loss_ce_1: 0.5091 loss_bbox_1: 0.2738 loss_giou_1: 0.4628 loss_ce_2: 0.4581 loss_bbox_2: 0.2393 loss_giou_2: 0.4286 loss_ce_3: 0.4371 loss_bbox_3: 0.2339 loss_giou_3: 0.4149 loss_ce_4: 0.4287 loss_bbox_4: 0.2301 loss_giou_4: 0.411 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:36] d2.utils.events INFO: eta: 1 day, 7:59:41 iter: 39699 total_loss: 7.37 loss_ce: 0.4512 loss_bbox: 0.2327 loss_giou: 0.3986 loss_ce_0: 0.5978 loss_bbox_0: 0.3894 loss_giou_0: 0.5897 loss_ce_1: 0.5039 loss_bbox_1: 0.2731 loss_giou_1: 0.4603 loss_ce_2: 0.4669 loss_bbox_2: 0.2462 loss_giou_2: 0.4204 loss_ce_3: 0.4519 loss_bbox_3: 0.2392 loss_giou_3: 0.4002 loss_ce_4: 0.4453 loss_bbox_4: 0.2342 loss_giou_4: 0.3961 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:41] d2.utils.events INFO: eta: 1 day, 7:59:08 iter: 39719 total_loss: 6.922 loss_ce: 0.412 loss_bbox: 0.2324 loss_giou: 0.3996 loss_ce_0: 0.601 loss_bbox_0: 0.3915 loss_giou_0: 0.6067 loss_ce_1: 0.5006 loss_bbox_1: 0.2694 loss_giou_1: 0.4577 loss_ce_2: 0.4359 loss_bbox_2: 0.2465 loss_giou_2: 0.4107 loss_ce_3: 0.4222 loss_bbox_3: 0.2335 loss_giou_3: 0.4106 loss_ce_4: 0.4089 loss_bbox_4: 0.2351 loss_giou_4: 0.4047 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:47] d2.utils.events INFO: eta: 1 day, 7:58:41 iter: 39739 total_loss: 7.122 loss_ce: 0.4253 loss_bbox: 0.2274 loss_giou: 0.3999 loss_ce_0: 0.5752 loss_bbox_0: 0.3897 loss_giou_0: 0.6048 loss_ce_1: 0.4956 loss_bbox_1: 0.2645 loss_giou_1: 0.4592 loss_ce_2: 0.4465 loss_bbox_2: 0.24 loss_giou_2: 0.4152 loss_ce_3: 0.4249 loss_bbox_3: 0.2361 loss_giou_3: 0.41 loss_ce_4: 0.4197 loss_bbox_4: 0.2311 loss_giou_4: 0.4071 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:53] d2.utils.events INFO: eta: 1 day, 7:58:55 iter: 39759 total_loss: 7.408 loss_ce: 0.4293 loss_bbox: 0.2447 loss_giou: 0.411 loss_ce_0: 0.6021 loss_bbox_0: 0.4029 loss_giou_0: 0.6343 loss_ce_1: 0.5031 loss_bbox_1: 0.282 loss_giou_1: 0.4777 loss_ce_2: 0.4548 loss_bbox_2: 0.2514 loss_giou_2: 0.4323 loss_ce_3: 0.4296 loss_bbox_3: 0.2481 loss_giou_3: 0.4216 loss_ce_4: 0.4313 loss_bbox_4: 0.2415 loss_giou_4: 0.4176 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 16:25:59] d2.utils.events INFO: eta: 1 day, 7:58:51 iter: 39779 total_loss: 7.213 loss_ce: 0.4246 loss_bbox: 0.2298 loss_giou: 0.4199 loss_ce_0: 0.5842 loss_bbox_0: 0.3661 loss_giou_0: 0.6291 loss_ce_1: 0.4949 loss_bbox_1: 0.2638 loss_giou_1: 0.479 loss_ce_2: 0.4518 loss_bbox_2: 0.2376 loss_giou_2: 0.4437 loss_ce_3: 0.4238 loss_bbox_3: 0.238 loss_giou_3: 0.4343 loss_ce_4: 0.4193 loss_bbox_4: 0.2286 loss_giou_4: 0.4217 time: 0.2801 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:04] d2.utils.events INFO: eta: 1 day, 7:58:54 iter: 39799 total_loss: 7.2 loss_ce: 0.4258 loss_bbox: 0.2311 loss_giou: 0.3711 loss_ce_0: 0.6013 loss_bbox_0: 0.3959 loss_giou_0: 0.5836 loss_ce_1: 0.5002 loss_bbox_1: 0.2714 loss_giou_1: 0.44 loss_ce_2: 0.464 loss_bbox_2: 0.2439 loss_giou_2: 0.3914 loss_ce_3: 0.4462 loss_bbox_3: 0.2372 loss_giou_3: 0.3764 loss_ce_4: 0.4317 loss_bbox_4: 0.2382 loss_giou_4: 0.3729 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:10] d2.utils.events INFO: eta: 1 day, 7:59:39 iter: 39819 total_loss: 7.302 loss_ce: 0.4308 loss_bbox: 0.2467 loss_giou: 0.4204 loss_ce_0: 0.5803 loss_bbox_0: 0.4036 loss_giou_0: 0.6064 loss_ce_1: 0.5021 loss_bbox_1: 0.278 loss_giou_1: 0.4437 loss_ce_2: 0.4588 loss_bbox_2: 0.2555 loss_giou_2: 0.4106 loss_ce_3: 0.4304 loss_bbox_3: 0.2511 loss_giou_3: 0.4117 loss_ce_4: 0.426 loss_bbox_4: 0.2496 loss_giou_4: 0.4176 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:16] d2.utils.events INFO: eta: 1 day, 7:59:02 iter: 39839 total_loss: 7.111 loss_ce: 0.4336 loss_bbox: 0.2264 loss_giou: 0.4186 loss_ce_0: 0.5953 loss_bbox_0: 0.3978 loss_giou_0: 0.63 loss_ce_1: 0.5087 loss_bbox_1: 0.2657 loss_giou_1: 0.4774 loss_ce_2: 0.4528 loss_bbox_2: 0.2378 loss_giou_2: 0.4422 loss_ce_3: 0.4319 loss_bbox_3: 0.2345 loss_giou_3: 0.4256 loss_ce_4: 0.4298 loss_bbox_4: 0.2249 loss_giou_4: 0.4236 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:21] d2.utils.events INFO: eta: 1 day, 7:59:07 iter: 39859 total_loss: 7.342 loss_ce: 0.4193 loss_bbox: 0.2403 loss_giou: 0.4107 loss_ce_0: 0.5906 loss_bbox_0: 0.3949 loss_giou_0: 0.6319 loss_ce_1: 0.4784 loss_bbox_1: 0.2846 loss_giou_1: 0.4842 loss_ce_2: 0.4493 loss_bbox_2: 0.2479 loss_giou_2: 0.432 loss_ce_3: 0.432 loss_bbox_3: 0.2449 loss_giou_3: 0.4154 loss_ce_4: 0.4238 loss_bbox_4: 0.2414 loss_giou_4: 0.4166 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:27] d2.utils.events INFO: eta: 1 day, 7:59:23 iter: 39879 total_loss: 7.524 loss_ce: 0.4564 loss_bbox: 0.2347 loss_giou: 0.4125 loss_ce_0: 0.5963 loss_bbox_0: 0.4089 loss_giou_0: 0.628 loss_ce_1: 0.5083 loss_bbox_1: 0.2788 loss_giou_1: 0.4782 loss_ce_2: 0.4663 loss_bbox_2: 0.249 loss_giou_2: 0.4314 loss_ce_3: 0.4533 loss_bbox_3: 0.2384 loss_giou_3: 0.4292 loss_ce_4: 0.453 loss_bbox_4: 0.2345 loss_giou_4: 0.4128 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:33] d2.utils.events INFO: eta: 1 day, 7:59:22 iter: 39899 total_loss: 7.14 loss_ce: 0.4324 loss_bbox: 0.2397 loss_giou: 0.3956 loss_ce_0: 0.5829 loss_bbox_0: 0.3921 loss_giou_0: 0.6021 loss_ce_1: 0.499 loss_bbox_1: 0.2743 loss_giou_1: 0.4516 loss_ce_2: 0.4649 loss_bbox_2: 0.2468 loss_giou_2: 0.4018 loss_ce_3: 0.4337 loss_bbox_3: 0.2426 loss_giou_3: 0.3977 loss_ce_4: 0.4326 loss_bbox_4: 0.2381 loss_giou_4: 0.3958 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:38] d2.utils.events INFO: eta: 1 day, 8:00:05 iter: 39919 total_loss: 7.364 loss_ce: 0.4246 loss_bbox: 0.2415 loss_giou: 0.4141 loss_ce_0: 0.5935 loss_bbox_0: 0.4064 loss_giou_0: 0.634 loss_ce_1: 0.4805 loss_bbox_1: 0.2827 loss_giou_1: 0.4805 loss_ce_2: 0.4376 loss_bbox_2: 0.2542 loss_giou_2: 0.4391 loss_ce_3: 0.4125 loss_bbox_3: 0.2502 loss_giou_3: 0.4308 loss_ce_4: 0.4208 loss_bbox_4: 0.2428 loss_giou_4: 0.4184 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:44] d2.utils.events INFO: eta: 1 day, 7:59:59 iter: 39939 total_loss: 7.366 loss_ce: 0.4254 loss_bbox: 0.2467 loss_giou: 0.418 loss_ce_0: 0.6094 loss_bbox_0: 0.414 loss_giou_0: 0.6434 loss_ce_1: 0.5072 loss_bbox_1: 0.2948 loss_giou_1: 0.4762 loss_ce_2: 0.4531 loss_bbox_2: 0.2716 loss_giou_2: 0.4407 loss_ce_3: 0.4271 loss_bbox_3: 0.2607 loss_giou_3: 0.4302 loss_ce_4: 0.4231 loss_bbox_4: 0.2543 loss_giou_4: 0.4239 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:50] d2.utils.events INFO: eta: 1 day, 7:58:49 iter: 39959 total_loss: 7.497 loss_ce: 0.4413 loss_bbox: 0.2409 loss_giou: 0.4204 loss_ce_0: 0.6136 loss_bbox_0: 0.4005 loss_giou_0: 0.6455 loss_ce_1: 0.5182 loss_bbox_1: 0.2846 loss_giou_1: 0.4768 loss_ce_2: 0.4747 loss_bbox_2: 0.2551 loss_giou_2: 0.4393 loss_ce_3: 0.4522 loss_bbox_3: 0.2441 loss_giou_3: 0.4266 loss_ce_4: 0.4523 loss_bbox_4: 0.2392 loss_giou_4: 0.4245 time: 0.2801 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/02 16:26:55] d2.utils.events INFO: eta: 1 day, 7:59:48 iter: 39979 total_loss: 7.538 loss_ce: 0.4123 loss_bbox: 0.2392 loss_giou: 0.4273 loss_ce_0: 0.5813 loss_bbox_0: 0.4106 loss_giou_0: 0.6568 loss_ce_1: 0.4787 loss_bbox_1: 0.2766 loss_giou_1: 0.496 loss_ce_2: 0.4439 loss_bbox_2: 0.2517 loss_giou_2: 0.4472 loss_ce_3: 0.4117 loss_bbox_3: 0.2442 loss_giou_3: 0.4371 loss_ce_4: 0.4151 loss_bbox_4: 0.2412 loss_giou_4: 0.4333 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:01] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0039999.pth [11/02 16:27:03] d2.utils.events INFO: eta: 1 day, 7:58:28 iter: 39999 total_loss: 7.31 loss_ce: 0.426 loss_bbox: 0.243 loss_giou: 0.397 loss_ce_0: 0.5934 loss_bbox_0: 0.3808 loss_giou_0: 0.6068 loss_ce_1: 0.51 loss_bbox_1: 0.2732 loss_giou_1: 0.4547 loss_ce_2: 0.4652 loss_bbox_2: 0.2457 loss_giou_2: 0.417 loss_ce_3: 0.4339 loss_bbox_3: 0.2366 loss_giou_3: 0.4015 loss_ce_4: 0.4276 loss_bbox_4: 0.2397 loss_giou_4: 0.3989 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:09] d2.utils.events INFO: eta: 1 day, 7:58:32 iter: 40019 total_loss: 7.096 loss_ce: 0.4152 loss_bbox: 0.2458 loss_giou: 0.4042 loss_ce_0: 0.5917 loss_bbox_0: 0.3868 loss_giou_0: 0.6176 loss_ce_1: 0.4879 loss_bbox_1: 0.2728 loss_giou_1: 0.4508 loss_ce_2: 0.4472 loss_bbox_2: 0.2539 loss_giou_2: 0.4166 loss_ce_3: 0.4277 loss_bbox_3: 0.2496 loss_giou_3: 0.4069 loss_ce_4: 0.4164 loss_bbox_4: 0.2401 loss_giou_4: 0.4076 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:14] d2.utils.events INFO: eta: 1 day, 7:59:43 iter: 40039 total_loss: 7.23 loss_ce: 0.4279 loss_bbox: 0.2236 loss_giou: 0.4355 loss_ce_0: 0.5887 loss_bbox_0: 0.386 loss_giou_0: 0.645 loss_ce_1: 0.4983 loss_bbox_1: 0.2698 loss_giou_1: 0.4935 loss_ce_2: 0.4521 loss_bbox_2: 0.2368 loss_giou_2: 0.4548 loss_ce_3: 0.4309 loss_bbox_3: 0.2281 loss_giou_3: 0.443 loss_ce_4: 0.4255 loss_bbox_4: 0.2269 loss_giou_4: 0.4353 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:20] d2.utils.events INFO: eta: 1 day, 7:59:44 iter: 40059 total_loss: 7.32 loss_ce: 0.4546 loss_bbox: 0.2544 loss_giou: 0.4127 loss_ce_0: 0.607 loss_bbox_0: 0.4097 loss_giou_0: 0.6131 loss_ce_1: 0.5175 loss_bbox_1: 0.3073 loss_giou_1: 0.4753 loss_ce_2: 0.479 loss_bbox_2: 0.2719 loss_giou_2: 0.4286 loss_ce_3: 0.4574 loss_bbox_3: 0.2567 loss_giou_3: 0.416 loss_ce_4: 0.4451 loss_bbox_4: 0.2548 loss_giou_4: 0.4159 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:26] d2.utils.events INFO: eta: 1 day, 7:59:13 iter: 40079 total_loss: 7.291 loss_ce: 0.4224 loss_bbox: 0.2413 loss_giou: 0.4081 loss_ce_0: 0.61 loss_bbox_0: 0.4177 loss_giou_0: 0.6182 loss_ce_1: 0.5011 loss_bbox_1: 0.2887 loss_giou_1: 0.4733 loss_ce_2: 0.4623 loss_bbox_2: 0.2524 loss_giou_2: 0.4329 loss_ce_3: 0.4252 loss_bbox_3: 0.2425 loss_giou_3: 0.4207 loss_ce_4: 0.4222 loss_bbox_4: 0.2402 loss_giou_4: 0.4167 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:32] d2.utils.events INFO: eta: 1 day, 7:58:22 iter: 40099 total_loss: 7.152 loss_ce: 0.4176 loss_bbox: 0.2552 loss_giou: 0.4218 loss_ce_0: 0.5805 loss_bbox_0: 0.4275 loss_giou_0: 0.6318 loss_ce_1: 0.4823 loss_bbox_1: 0.2974 loss_giou_1: 0.4795 loss_ce_2: 0.4382 loss_bbox_2: 0.2613 loss_giou_2: 0.4445 loss_ce_3: 0.4182 loss_bbox_3: 0.2574 loss_giou_3: 0.428 loss_ce_4: 0.419 loss_bbox_4: 0.251 loss_giou_4: 0.4259 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:37] d2.utils.events INFO: eta: 1 day, 7:58:08 iter: 40119 total_loss: 7.644 loss_ce: 0.4499 loss_bbox: 0.2527 loss_giou: 0.4115 loss_ce_0: 0.6204 loss_bbox_0: 0.3903 loss_giou_0: 0.6088 loss_ce_1: 0.5218 loss_bbox_1: 0.2825 loss_giou_1: 0.4571 loss_ce_2: 0.4882 loss_bbox_2: 0.2597 loss_giou_2: 0.4236 loss_ce_3: 0.4606 loss_bbox_3: 0.2575 loss_giou_3: 0.4177 loss_ce_4: 0.4528 loss_bbox_4: 0.2527 loss_giou_4: 0.4133 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:43] d2.utils.events INFO: eta: 1 day, 7:58:30 iter: 40139 total_loss: 7.885 loss_ce: 0.4712 loss_bbox: 0.2492 loss_giou: 0.4309 loss_ce_0: 0.6414 loss_bbox_0: 0.4019 loss_giou_0: 0.619 loss_ce_1: 0.5247 loss_bbox_1: 0.2915 loss_giou_1: 0.4789 loss_ce_2: 0.4773 loss_bbox_2: 0.268 loss_giou_2: 0.4492 loss_ce_3: 0.4679 loss_bbox_3: 0.2523 loss_giou_3: 0.4434 loss_ce_4: 0.4644 loss_bbox_4: 0.2494 loss_giou_4: 0.4336 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:48] d2.utils.events INFO: eta: 1 day, 7:58:05 iter: 40159 total_loss: 7.364 loss_ce: 0.4336 loss_bbox: 0.2323 loss_giou: 0.418 loss_ce_0: 0.607 loss_bbox_0: 0.3819 loss_giou_0: 0.6155 loss_ce_1: 0.4929 loss_bbox_1: 0.2797 loss_giou_1: 0.4805 loss_ce_2: 0.464 loss_bbox_2: 0.2511 loss_giou_2: 0.4403 loss_ce_3: 0.4327 loss_bbox_3: 0.2397 loss_giou_3: 0.424 loss_ce_4: 0.4312 loss_bbox_4: 0.2391 loss_giou_4: 0.4166 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:27:54] d2.utils.events INFO: eta: 1 day, 7:58:18 iter: 40179 total_loss: 7.082 loss_ce: 0.4263 loss_bbox: 0.2366 loss_giou: 0.3802 loss_ce_0: 0.5902 loss_bbox_0: 0.4052 loss_giou_0: 0.6078 loss_ce_1: 0.4987 loss_bbox_1: 0.2784 loss_giou_1: 0.4581 loss_ce_2: 0.445 loss_bbox_2: 0.2502 loss_giou_2: 0.4087 loss_ce_3: 0.4265 loss_bbox_3: 0.2408 loss_giou_3: 0.3908 loss_ce_4: 0.4192 loss_bbox_4: 0.2394 loss_giou_4: 0.3866 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:00] d2.utils.events INFO: eta: 1 day, 7:58:28 iter: 40199 total_loss: 7.046 loss_ce: 0.4036 loss_bbox: 0.2289 loss_giou: 0.3802 loss_ce_0: 0.5972 loss_bbox_0: 0.3932 loss_giou_0: 0.5788 loss_ce_1: 0.4956 loss_bbox_1: 0.2863 loss_giou_1: 0.4406 loss_ce_2: 0.4323 loss_bbox_2: 0.2532 loss_giou_2: 0.3981 loss_ce_3: 0.4143 loss_bbox_3: 0.237 loss_giou_3: 0.3918 loss_ce_4: 0.3997 loss_bbox_4: 0.2327 loss_giou_4: 0.3901 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:06] d2.utils.events INFO: eta: 1 day, 7:58:40 iter: 40219 total_loss: 6.816 loss_ce: 0.4286 loss_bbox: 0.2297 loss_giou: 0.381 loss_ce_0: 0.5654 loss_bbox_0: 0.3805 loss_giou_0: 0.5877 loss_ce_1: 0.4796 loss_bbox_1: 0.2713 loss_giou_1: 0.4417 loss_ce_2: 0.4541 loss_bbox_2: 0.245 loss_giou_2: 0.4092 loss_ce_3: 0.4426 loss_bbox_3: 0.2417 loss_giou_3: 0.3925 loss_ce_4: 0.4333 loss_bbox_4: 0.2336 loss_giou_4: 0.3908 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:11] d2.utils.events INFO: eta: 1 day, 7:57:43 iter: 40239 total_loss: 6.968 loss_ce: 0.4087 loss_bbox: 0.2284 loss_giou: 0.4089 loss_ce_0: 0.569 loss_bbox_0: 0.3918 loss_giou_0: 0.6079 loss_ce_1: 0.4908 loss_bbox_1: 0.2647 loss_giou_1: 0.4534 loss_ce_2: 0.4525 loss_bbox_2: 0.2379 loss_giou_2: 0.4093 loss_ce_3: 0.4155 loss_bbox_3: 0.2338 loss_giou_3: 0.4101 loss_ce_4: 0.4036 loss_bbox_4: 0.2305 loss_giou_4: 0.4063 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:17] d2.utils.events INFO: eta: 1 day, 7:57:46 iter: 40259 total_loss: 7.043 loss_ce: 0.4047 loss_bbox: 0.2304 loss_giou: 0.4187 loss_ce_0: 0.5613 loss_bbox_0: 0.3787 loss_giou_0: 0.6006 loss_ce_1: 0.4736 loss_bbox_1: 0.2584 loss_giou_1: 0.4682 loss_ce_2: 0.4336 loss_bbox_2: 0.2384 loss_giou_2: 0.4349 loss_ce_3: 0.4085 loss_bbox_3: 0.2306 loss_giou_3: 0.4213 loss_ce_4: 0.4058 loss_bbox_4: 0.2258 loss_giou_4: 0.4194 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:23] d2.utils.events INFO: eta: 1 day, 7:58:12 iter: 40279 total_loss: 7.388 loss_ce: 0.4117 loss_bbox: 0.251 loss_giou: 0.4306 loss_ce_0: 0.5939 loss_bbox_0: 0.4059 loss_giou_0: 0.6521 loss_ce_1: 0.4865 loss_bbox_1: 0.2868 loss_giou_1: 0.487 loss_ce_2: 0.4363 loss_bbox_2: 0.2595 loss_giou_2: 0.4539 loss_ce_3: 0.4111 loss_bbox_3: 0.254 loss_giou_3: 0.4417 loss_ce_4: 0.4125 loss_bbox_4: 0.2493 loss_giou_4: 0.4376 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:28] d2.utils.events INFO: eta: 1 day, 7:57:47 iter: 40299 total_loss: 7.308 loss_ce: 0.4416 loss_bbox: 0.2372 loss_giou: 0.3934 loss_ce_0: 0.6182 loss_bbox_0: 0.4025 loss_giou_0: 0.6027 loss_ce_1: 0.5073 loss_bbox_1: 0.2778 loss_giou_1: 0.4572 loss_ce_2: 0.4677 loss_bbox_2: 0.2519 loss_giou_2: 0.4126 loss_ce_3: 0.4421 loss_bbox_3: 0.2467 loss_giou_3: 0.399 loss_ce_4: 0.4493 loss_bbox_4: 0.2363 loss_giou_4: 0.3948 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:34] d2.utils.events INFO: eta: 1 day, 7:57:20 iter: 40319 total_loss: 7.305 loss_ce: 0.4273 loss_bbox: 0.2377 loss_giou: 0.4039 loss_ce_0: 0.5812 loss_bbox_0: 0.3968 loss_giou_0: 0.6006 loss_ce_1: 0.4957 loss_bbox_1: 0.2815 loss_giou_1: 0.4586 loss_ce_2: 0.4546 loss_bbox_2: 0.253 loss_giou_2: 0.4281 loss_ce_3: 0.4285 loss_bbox_3: 0.243 loss_giou_3: 0.4158 loss_ce_4: 0.4197 loss_bbox_4: 0.2437 loss_giou_4: 0.4036 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:40] d2.utils.events INFO: eta: 1 day, 7:57:29 iter: 40339 total_loss: 7.099 loss_ce: 0.4209 loss_bbox: 0.2405 loss_giou: 0.4045 loss_ce_0: 0.5829 loss_bbox_0: 0.3897 loss_giou_0: 0.6055 loss_ce_1: 0.5023 loss_bbox_1: 0.2723 loss_giou_1: 0.4647 loss_ce_2: 0.4659 loss_bbox_2: 0.2478 loss_giou_2: 0.429 loss_ce_3: 0.4308 loss_bbox_3: 0.2404 loss_giou_3: 0.4127 loss_ce_4: 0.4281 loss_bbox_4: 0.2386 loss_giou_4: 0.4072 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:46] d2.utils.events INFO: eta: 1 day, 7:57:38 iter: 40359 total_loss: 7.372 loss_ce: 0.4242 loss_bbox: 0.2358 loss_giou: 0.4295 loss_ce_0: 0.5984 loss_bbox_0: 0.3968 loss_giou_0: 0.6291 loss_ce_1: 0.5015 loss_bbox_1: 0.2803 loss_giou_1: 0.4824 loss_ce_2: 0.4662 loss_bbox_2: 0.2436 loss_giou_2: 0.446 loss_ce_3: 0.4328 loss_bbox_3: 0.2427 loss_giou_3: 0.4374 loss_ce_4: 0.4307 loss_bbox_4: 0.2349 loss_giou_4: 0.4305 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:51] d2.utils.events INFO: eta: 1 day, 7:57:44 iter: 40379 total_loss: 7.24 loss_ce: 0.4131 loss_bbox: 0.2346 loss_giou: 0.4019 loss_ce_0: 0.5977 loss_bbox_0: 0.3861 loss_giou_0: 0.6068 loss_ce_1: 0.4999 loss_bbox_1: 0.2655 loss_giou_1: 0.4506 loss_ce_2: 0.4466 loss_bbox_2: 0.2459 loss_giou_2: 0.4154 loss_ce_3: 0.4081 loss_bbox_3: 0.2392 loss_giou_3: 0.409 loss_ce_4: 0.4038 loss_bbox_4: 0.2356 loss_giou_4: 0.4024 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 16:28:57] d2.utils.events INFO: eta: 1 day, 7:57:55 iter: 40399 total_loss: 7.204 loss_ce: 0.4224 loss_bbox: 0.2384 loss_giou: 0.4185 loss_ce_0: 0.602 loss_bbox_0: 0.3991 loss_giou_0: 0.6361 loss_ce_1: 0.4915 loss_bbox_1: 0.269 loss_giou_1: 0.4775 loss_ce_2: 0.4488 loss_bbox_2: 0.2428 loss_giou_2: 0.428 loss_ce_3: 0.4218 loss_bbox_3: 0.2421 loss_giou_3: 0.4271 loss_ce_4: 0.4263 loss_bbox_4: 0.2375 loss_giou_4: 0.4255 time: 0.2801 data_time: 0.0196 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:03] d2.utils.events INFO: eta: 1 day, 7:58:56 iter: 40419 total_loss: 7.351 loss_ce: 0.4245 loss_bbox: 0.2464 loss_giou: 0.3978 loss_ce_0: 0.6072 loss_bbox_0: 0.3807 loss_giou_0: 0.6156 loss_ce_1: 0.5131 loss_bbox_1: 0.2737 loss_giou_1: 0.4535 loss_ce_2: 0.4553 loss_bbox_2: 0.261 loss_giou_2: 0.4257 loss_ce_3: 0.4372 loss_bbox_3: 0.2521 loss_giou_3: 0.4118 loss_ce_4: 0.4324 loss_bbox_4: 0.2474 loss_giou_4: 0.4029 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:08] d2.utils.events INFO: eta: 1 day, 7:57:50 iter: 40439 total_loss: 7.159 loss_ce: 0.451 loss_bbox: 0.2361 loss_giou: 0.3773 loss_ce_0: 0.5989 loss_bbox_0: 0.4054 loss_giou_0: 0.5822 loss_ce_1: 0.5048 loss_bbox_1: 0.2733 loss_giou_1: 0.4263 loss_ce_2: 0.4663 loss_bbox_2: 0.2475 loss_giou_2: 0.3961 loss_ce_3: 0.4499 loss_bbox_3: 0.2429 loss_giou_3: 0.3792 loss_ce_4: 0.4491 loss_bbox_4: 0.2366 loss_giou_4: 0.3807 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:14] d2.utils.events INFO: eta: 1 day, 7:57:26 iter: 40459 total_loss: 7.681 loss_ce: 0.4676 loss_bbox: 0.2491 loss_giou: 0.4086 loss_ce_0: 0.6249 loss_bbox_0: 0.4058 loss_giou_0: 0.6328 loss_ce_1: 0.5205 loss_bbox_1: 0.2942 loss_giou_1: 0.4743 loss_ce_2: 0.492 loss_bbox_2: 0.2605 loss_giou_2: 0.4354 loss_ce_3: 0.4706 loss_bbox_3: 0.2564 loss_giou_3: 0.4246 loss_ce_4: 0.4684 loss_bbox_4: 0.2511 loss_giou_4: 0.4158 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:20] d2.utils.events INFO: eta: 1 day, 7:57:33 iter: 40479 total_loss: 7.743 loss_ce: 0.4384 loss_bbox: 0.258 loss_giou: 0.4414 loss_ce_0: 0.6163 loss_bbox_0: 0.4116 loss_giou_0: 0.6366 loss_ce_1: 0.5144 loss_bbox_1: 0.2976 loss_giou_1: 0.499 loss_ce_2: 0.4658 loss_bbox_2: 0.2707 loss_giou_2: 0.4631 loss_ce_3: 0.4343 loss_bbox_3: 0.2597 loss_giou_3: 0.4514 loss_ce_4: 0.4353 loss_bbox_4: 0.2591 loss_giou_4: 0.443 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:25] d2.utils.events INFO: eta: 1 day, 7:57:33 iter: 40499 total_loss: 7.198 loss_ce: 0.4112 loss_bbox: 0.2334 loss_giou: 0.4097 loss_ce_0: 0.5809 loss_bbox_0: 0.4019 loss_giou_0: 0.63 loss_ce_1: 0.4936 loss_bbox_1: 0.2737 loss_giou_1: 0.4841 loss_ce_2: 0.439 loss_bbox_2: 0.2545 loss_giou_2: 0.437 loss_ce_3: 0.4178 loss_bbox_3: 0.237 loss_giou_3: 0.4237 loss_ce_4: 0.4137 loss_bbox_4: 0.2333 loss_giou_4: 0.4167 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:31] d2.utils.events INFO: eta: 1 day, 7:57:21 iter: 40519 total_loss: 7.137 loss_ce: 0.4262 loss_bbox: 0.2449 loss_giou: 0.3916 loss_ce_0: 0.6038 loss_bbox_0: 0.4101 loss_giou_0: 0.5969 loss_ce_1: 0.4944 loss_bbox_1: 0.2838 loss_giou_1: 0.4565 loss_ce_2: 0.4528 loss_bbox_2: 0.2628 loss_giou_2: 0.4174 loss_ce_3: 0.424 loss_bbox_3: 0.2541 loss_giou_3: 0.4101 loss_ce_4: 0.4315 loss_bbox_4: 0.2542 loss_giou_4: 0.3985 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:37] d2.utils.events INFO: eta: 1 day, 7:57:09 iter: 40539 total_loss: 7.617 loss_ce: 0.4474 loss_bbox: 0.2528 loss_giou: 0.4153 loss_ce_0: 0.6017 loss_bbox_0: 0.4045 loss_giou_0: 0.6393 loss_ce_1: 0.5217 loss_bbox_1: 0.2986 loss_giou_1: 0.4805 loss_ce_2: 0.4775 loss_bbox_2: 0.2676 loss_giou_2: 0.4356 loss_ce_3: 0.4461 loss_bbox_3: 0.2621 loss_giou_3: 0.4217 loss_ce_4: 0.4514 loss_bbox_4: 0.2542 loss_giou_4: 0.4173 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:42] d2.utils.events INFO: eta: 1 day, 7:57:08 iter: 40559 total_loss: 6.874 loss_ce: 0.4445 loss_bbox: 0.2414 loss_giou: 0.3744 loss_ce_0: 0.6047 loss_bbox_0: 0.4099 loss_giou_0: 0.5687 loss_ce_1: 0.5039 loss_bbox_1: 0.2833 loss_giou_1: 0.4477 loss_ce_2: 0.4735 loss_bbox_2: 0.256 loss_giou_2: 0.4043 loss_ce_3: 0.4325 loss_bbox_3: 0.2451 loss_giou_3: 0.3857 loss_ce_4: 0.4318 loss_bbox_4: 0.2405 loss_giou_4: 0.3779 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:48] d2.utils.events INFO: eta: 1 day, 7:57:03 iter: 40579 total_loss: 7.193 loss_ce: 0.4527 loss_bbox: 0.235 loss_giou: 0.4028 loss_ce_0: 0.6024 loss_bbox_0: 0.398 loss_giou_0: 0.6438 loss_ce_1: 0.5115 loss_bbox_1: 0.2656 loss_giou_1: 0.4661 loss_ce_2: 0.4728 loss_bbox_2: 0.2452 loss_giou_2: 0.4179 loss_ce_3: 0.4515 loss_bbox_3: 0.241 loss_giou_3: 0.408 loss_ce_4: 0.4521 loss_bbox_4: 0.2356 loss_giou_4: 0.4058 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:54] d2.utils.events INFO: eta: 1 day, 7:56:52 iter: 40599 total_loss: 7.186 loss_ce: 0.4295 loss_bbox: 0.2349 loss_giou: 0.3896 loss_ce_0: 0.5872 loss_bbox_0: 0.3918 loss_giou_0: 0.5761 loss_ce_1: 0.5024 loss_bbox_1: 0.2731 loss_giou_1: 0.4343 loss_ce_2: 0.464 loss_bbox_2: 0.2422 loss_giou_2: 0.404 loss_ce_3: 0.4462 loss_bbox_3: 0.2372 loss_giou_3: 0.398 loss_ce_4: 0.4339 loss_bbox_4: 0.2337 loss_giou_4: 0.389 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 16:29:59] d2.utils.events INFO: eta: 1 day, 7:56:52 iter: 40619 total_loss: 7.467 loss_ce: 0.4467 loss_bbox: 0.2377 loss_giou: 0.4344 loss_ce_0: 0.5962 loss_bbox_0: 0.4089 loss_giou_0: 0.6298 loss_ce_1: 0.5108 loss_bbox_1: 0.2837 loss_giou_1: 0.4773 loss_ce_2: 0.4747 loss_bbox_2: 0.2557 loss_giou_2: 0.447 loss_ce_3: 0.4458 loss_bbox_3: 0.2432 loss_giou_3: 0.4349 loss_ce_4: 0.4476 loss_bbox_4: 0.2404 loss_giou_4: 0.4312 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:05] d2.utils.events INFO: eta: 1 day, 7:56:45 iter: 40639 total_loss: 7.17 loss_ce: 0.4312 loss_bbox: 0.2335 loss_giou: 0.402 loss_ce_0: 0.5959 loss_bbox_0: 0.4022 loss_giou_0: 0.6079 loss_ce_1: 0.5204 loss_bbox_1: 0.2808 loss_giou_1: 0.4596 loss_ce_2: 0.4557 loss_bbox_2: 0.248 loss_giou_2: 0.4223 loss_ce_3: 0.4365 loss_bbox_3: 0.2351 loss_giou_3: 0.4085 loss_ce_4: 0.4275 loss_bbox_4: 0.2302 loss_giou_4: 0.396 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:10] d2.utils.events INFO: eta: 1 day, 7:56:35 iter: 40659 total_loss: 7.061 loss_ce: 0.4089 loss_bbox: 0.2327 loss_giou: 0.4042 loss_ce_0: 0.5815 loss_bbox_0: 0.382 loss_giou_0: 0.598 loss_ce_1: 0.4854 loss_bbox_1: 0.2754 loss_giou_1: 0.4529 loss_ce_2: 0.4403 loss_bbox_2: 0.2494 loss_giou_2: 0.4248 loss_ce_3: 0.4197 loss_bbox_3: 0.24 loss_giou_3: 0.412 loss_ce_4: 0.4086 loss_bbox_4: 0.2288 loss_giou_4: 0.4052 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:16] d2.utils.events INFO: eta: 1 day, 7:56:35 iter: 40679 total_loss: 7.496 loss_ce: 0.4344 loss_bbox: 0.2517 loss_giou: 0.4034 loss_ce_0: 0.5838 loss_bbox_0: 0.4229 loss_giou_0: 0.6552 loss_ce_1: 0.5103 loss_bbox_1: 0.298 loss_giou_1: 0.4641 loss_ce_2: 0.4679 loss_bbox_2: 0.264 loss_giou_2: 0.4344 loss_ce_3: 0.4504 loss_bbox_3: 0.2584 loss_giou_3: 0.4168 loss_ce_4: 0.4446 loss_bbox_4: 0.2596 loss_giou_4: 0.4056 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:22] d2.utils.events INFO: eta: 1 day, 7:56:29 iter: 40699 total_loss: 6.908 loss_ce: 0.4034 loss_bbox: 0.2236 loss_giou: 0.3835 loss_ce_0: 0.5961 loss_bbox_0: 0.3835 loss_giou_0: 0.571 loss_ce_1: 0.4831 loss_bbox_1: 0.26 loss_giou_1: 0.4253 loss_ce_2: 0.4222 loss_bbox_2: 0.2377 loss_giou_2: 0.3955 loss_ce_3: 0.4025 loss_bbox_3: 0.2284 loss_giou_3: 0.3862 loss_ce_4: 0.4031 loss_bbox_4: 0.2239 loss_giou_4: 0.3895 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:27] d2.utils.events INFO: eta: 1 day, 7:56:23 iter: 40719 total_loss: 7.368 loss_ce: 0.422 loss_bbox: 0.2559 loss_giou: 0.406 loss_ce_0: 0.5944 loss_bbox_0: 0.4235 loss_giou_0: 0.6005 loss_ce_1: 0.4971 loss_bbox_1: 0.294 loss_giou_1: 0.4667 loss_ce_2: 0.4531 loss_bbox_2: 0.2668 loss_giou_2: 0.424 loss_ce_3: 0.4198 loss_bbox_3: 0.257 loss_giou_3: 0.4155 loss_ce_4: 0.419 loss_bbox_4: 0.2569 loss_giou_4: 0.4127 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:33] d2.utils.events INFO: eta: 1 day, 7:56:07 iter: 40739 total_loss: 7.401 loss_ce: 0.4368 loss_bbox: 0.2349 loss_giou: 0.4152 loss_ce_0: 0.606 loss_bbox_0: 0.3982 loss_giou_0: 0.6121 loss_ce_1: 0.5093 loss_bbox_1: 0.2769 loss_giou_1: 0.4859 loss_ce_2: 0.458 loss_bbox_2: 0.2506 loss_giou_2: 0.4411 loss_ce_3: 0.4401 loss_bbox_3: 0.2466 loss_giou_3: 0.433 loss_ce_4: 0.4345 loss_bbox_4: 0.239 loss_giou_4: 0.4265 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:39] d2.utils.events INFO: eta: 1 day, 7:56:02 iter: 40759 total_loss: 7.133 loss_ce: 0.3984 loss_bbox: 0.237 loss_giou: 0.3906 loss_ce_0: 0.5817 loss_bbox_0: 0.3877 loss_giou_0: 0.5873 loss_ce_1: 0.485 loss_bbox_1: 0.2718 loss_giou_1: 0.448 loss_ce_2: 0.4306 loss_bbox_2: 0.2484 loss_giou_2: 0.4128 loss_ce_3: 0.4112 loss_bbox_3: 0.2458 loss_giou_3: 0.3958 loss_ce_4: 0.4014 loss_bbox_4: 0.2423 loss_giou_4: 0.3883 time: 0.2801 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:44] d2.utils.events INFO: eta: 1 day, 7:55:51 iter: 40779 total_loss: 7.113 loss_ce: 0.437 loss_bbox: 0.2318 loss_giou: 0.3973 loss_ce_0: 0.5978 loss_bbox_0: 0.3986 loss_giou_0: 0.5862 loss_ce_1: 0.5 loss_bbox_1: 0.2821 loss_giou_1: 0.4616 loss_ce_2: 0.4576 loss_bbox_2: 0.2471 loss_giou_2: 0.4247 loss_ce_3: 0.4326 loss_bbox_3: 0.2331 loss_giou_3: 0.403 loss_ce_4: 0.4315 loss_bbox_4: 0.2344 loss_giou_4: 0.3988 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:50] d2.utils.events INFO: eta: 1 day, 7:55:50 iter: 40799 total_loss: 7.486 loss_ce: 0.4313 loss_bbox: 0.2154 loss_giou: 0.4121 loss_ce_0: 0.5766 loss_bbox_0: 0.3867 loss_giou_0: 0.6324 loss_ce_1: 0.5002 loss_bbox_1: 0.2679 loss_giou_1: 0.495 loss_ce_2: 0.4633 loss_bbox_2: 0.2333 loss_giou_2: 0.4397 loss_ce_3: 0.4349 loss_bbox_3: 0.2304 loss_giou_3: 0.4291 loss_ce_4: 0.4332 loss_bbox_4: 0.2227 loss_giou_4: 0.4186 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 16:30:56] d2.utils.events INFO: eta: 1 day, 7:55:25 iter: 40819 total_loss: 7.383 loss_ce: 0.4303 loss_bbox: 0.2382 loss_giou: 0.4131 loss_ce_0: 0.6054 loss_bbox_0: 0.4157 loss_giou_0: 0.6206 loss_ce_1: 0.4899 loss_bbox_1: 0.2893 loss_giou_1: 0.4708 loss_ce_2: 0.4481 loss_bbox_2: 0.2603 loss_giou_2: 0.4213 loss_ce_3: 0.4258 loss_bbox_3: 0.2431 loss_giou_3: 0.4133 loss_ce_4: 0.4287 loss_bbox_4: 0.2407 loss_giou_4: 0.4108 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:02] d2.utils.events INFO: eta: 1 day, 7:55:11 iter: 40839 total_loss: 7.255 loss_ce: 0.4208 loss_bbox: 0.248 loss_giou: 0.4145 loss_ce_0: 0.6011 loss_bbox_0: 0.3936 loss_giou_0: 0.6091 loss_ce_1: 0.5073 loss_bbox_1: 0.28 loss_giou_1: 0.4615 loss_ce_2: 0.4638 loss_bbox_2: 0.2596 loss_giou_2: 0.4311 loss_ce_3: 0.4285 loss_bbox_3: 0.2549 loss_giou_3: 0.4184 loss_ce_4: 0.4182 loss_bbox_4: 0.2514 loss_giou_4: 0.4125 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:07] d2.utils.events INFO: eta: 1 day, 7:55:03 iter: 40859 total_loss: 7.458 loss_ce: 0.4419 loss_bbox: 0.242 loss_giou: 0.4231 loss_ce_0: 0.6172 loss_bbox_0: 0.4027 loss_giou_0: 0.6089 loss_ce_1: 0.5141 loss_bbox_1: 0.294 loss_giou_1: 0.4641 loss_ce_2: 0.4708 loss_bbox_2: 0.2614 loss_giou_2: 0.4341 loss_ce_3: 0.4442 loss_bbox_3: 0.2459 loss_giou_3: 0.425 loss_ce_4: 0.4386 loss_bbox_4: 0.2476 loss_giou_4: 0.4199 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:13] d2.utils.events INFO: eta: 1 day, 7:54:37 iter: 40879 total_loss: 7.624 loss_ce: 0.4471 loss_bbox: 0.2462 loss_giou: 0.4453 loss_ce_0: 0.6065 loss_bbox_0: 0.4094 loss_giou_0: 0.6428 loss_ce_1: 0.5062 loss_bbox_1: 0.2857 loss_giou_1: 0.4908 loss_ce_2: 0.4729 loss_bbox_2: 0.2583 loss_giou_2: 0.4583 loss_ce_3: 0.4606 loss_bbox_3: 0.2469 loss_giou_3: 0.4502 loss_ce_4: 0.4509 loss_bbox_4: 0.2438 loss_giou_4: 0.4458 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:18] d2.utils.events INFO: eta: 1 day, 7:54:29 iter: 40899 total_loss: 7.273 loss_ce: 0.4236 loss_bbox: 0.234 loss_giou: 0.4078 loss_ce_0: 0.5908 loss_bbox_0: 0.4012 loss_giou_0: 0.6224 loss_ce_1: 0.5034 loss_bbox_1: 0.2794 loss_giou_1: 0.4768 loss_ce_2: 0.4577 loss_bbox_2: 0.2534 loss_giou_2: 0.4345 loss_ce_3: 0.426 loss_bbox_3: 0.2411 loss_giou_3: 0.4183 loss_ce_4: 0.426 loss_bbox_4: 0.2357 loss_giou_4: 0.415 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:24] d2.utils.events INFO: eta: 1 day, 7:54:09 iter: 40919 total_loss: 7.274 loss_ce: 0.4416 loss_bbox: 0.2358 loss_giou: 0.4049 loss_ce_0: 0.5911 loss_bbox_0: 0.3916 loss_giou_0: 0.6111 loss_ce_1: 0.5115 loss_bbox_1: 0.2828 loss_giou_1: 0.4455 loss_ce_2: 0.4543 loss_bbox_2: 0.2541 loss_giou_2: 0.415 loss_ce_3: 0.439 loss_bbox_3: 0.2445 loss_giou_3: 0.41 loss_ce_4: 0.4366 loss_bbox_4: 0.2391 loss_giou_4: 0.4086 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:30] d2.utils.events INFO: eta: 1 day, 7:54:30 iter: 40939 total_loss: 7.489 loss_ce: 0.4524 loss_bbox: 0.245 loss_giou: 0.4282 loss_ce_0: 0.6211 loss_bbox_0: 0.3961 loss_giou_0: 0.6342 loss_ce_1: 0.522 loss_bbox_1: 0.2855 loss_giou_1: 0.479 loss_ce_2: 0.4787 loss_bbox_2: 0.2614 loss_giou_2: 0.4377 loss_ce_3: 0.4495 loss_bbox_3: 0.2553 loss_giou_3: 0.4358 loss_ce_4: 0.4462 loss_bbox_4: 0.2473 loss_giou_4: 0.4263 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:36] d2.utils.events INFO: eta: 1 day, 7:54:14 iter: 40959 total_loss: 7.096 loss_ce: 0.4234 loss_bbox: 0.2287 loss_giou: 0.3927 loss_ce_0: 0.5858 loss_bbox_0: 0.3893 loss_giou_0: 0.623 loss_ce_1: 0.4832 loss_bbox_1: 0.2646 loss_giou_1: 0.4665 loss_ce_2: 0.4443 loss_bbox_2: 0.2482 loss_giou_2: 0.4183 loss_ce_3: 0.4291 loss_bbox_3: 0.2434 loss_giou_3: 0.4074 loss_ce_4: 0.4172 loss_bbox_4: 0.2296 loss_giou_4: 0.396 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:41] d2.utils.events INFO: eta: 1 day, 7:53:52 iter: 40979 total_loss: 7.09 loss_ce: 0.4245 loss_bbox: 0.2284 loss_giou: 0.4005 loss_ce_0: 0.5896 loss_bbox_0: 0.3905 loss_giou_0: 0.607 loss_ce_1: 0.4963 loss_bbox_1: 0.2798 loss_giou_1: 0.4566 loss_ce_2: 0.4444 loss_bbox_2: 0.239 loss_giou_2: 0.4125 loss_ce_3: 0.4328 loss_bbox_3: 0.2304 loss_giou_3: 0.4033 loss_ce_4: 0.4272 loss_bbox_4: 0.2292 loss_giou_4: 0.3945 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:47] d2.utils.events INFO: eta: 1 day, 7:54:03 iter: 40999 total_loss: 7.006 loss_ce: 0.4158 loss_bbox: 0.2279 loss_giou: 0.4027 loss_ce_0: 0.5893 loss_bbox_0: 0.3796 loss_giou_0: 0.6104 loss_ce_1: 0.4921 loss_bbox_1: 0.2699 loss_giou_1: 0.4473 loss_ce_2: 0.4449 loss_bbox_2: 0.247 loss_giou_2: 0.4075 loss_ce_3: 0.4259 loss_bbox_3: 0.2379 loss_giou_3: 0.4043 loss_ce_4: 0.4188 loss_bbox_4: 0.2301 loss_giou_4: 0.402 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:53] d2.utils.events INFO: eta: 1 day, 7:54:20 iter: 41019 total_loss: 7.373 loss_ce: 0.4355 loss_bbox: 0.2454 loss_giou: 0.4035 loss_ce_0: 0.5866 loss_bbox_0: 0.4055 loss_giou_0: 0.6151 loss_ce_1: 0.5058 loss_bbox_1: 0.281 loss_giou_1: 0.4614 loss_ce_2: 0.4506 loss_bbox_2: 0.2628 loss_giou_2: 0.4176 loss_ce_3: 0.4361 loss_bbox_3: 0.2555 loss_giou_3: 0.404 loss_ce_4: 0.4294 loss_bbox_4: 0.2479 loss_giou_4: 0.407 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 16:31:58] d2.utils.events INFO: eta: 1 day, 7:54:15 iter: 41039 total_loss: 7.676 loss_ce: 0.4574 loss_bbox: 0.2348 loss_giou: 0.4311 loss_ce_0: 0.6224 loss_bbox_0: 0.4111 loss_giou_0: 0.644 loss_ce_1: 0.5279 loss_bbox_1: 0.2785 loss_giou_1: 0.504 loss_ce_2: 0.4802 loss_bbox_2: 0.2539 loss_giou_2: 0.4482 loss_ce_3: 0.4503 loss_bbox_3: 0.2443 loss_giou_3: 0.4361 loss_ce_4: 0.4574 loss_bbox_4: 0.2422 loss_giou_4: 0.4339 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:04] d2.utils.events INFO: eta: 1 day, 7:53:37 iter: 41059 total_loss: 7.192 loss_ce: 0.418 loss_bbox: 0.2428 loss_giou: 0.4071 loss_ce_0: 0.6003 loss_bbox_0: 0.3947 loss_giou_0: 0.6152 loss_ce_1: 0.5069 loss_bbox_1: 0.2756 loss_giou_1: 0.4613 loss_ce_2: 0.4606 loss_bbox_2: 0.2564 loss_giou_2: 0.4278 loss_ce_3: 0.4272 loss_bbox_3: 0.2448 loss_giou_3: 0.4156 loss_ce_4: 0.4208 loss_bbox_4: 0.2439 loss_giou_4: 0.4081 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:10] d2.utils.events INFO: eta: 1 day, 7:54:01 iter: 41079 total_loss: 7.02 loss_ce: 0.408 loss_bbox: 0.2397 loss_giou: 0.3853 loss_ce_0: 0.5853 loss_bbox_0: 0.4061 loss_giou_0: 0.5957 loss_ce_1: 0.4849 loss_bbox_1: 0.2849 loss_giou_1: 0.4425 loss_ce_2: 0.4375 loss_bbox_2: 0.2569 loss_giou_2: 0.4018 loss_ce_3: 0.4005 loss_bbox_3: 0.2518 loss_giou_3: 0.3918 loss_ce_4: 0.4042 loss_bbox_4: 0.244 loss_giou_4: 0.386 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:15] d2.utils.events INFO: eta: 1 day, 7:53:58 iter: 41099 total_loss: 7.069 loss_ce: 0.3897 loss_bbox: 0.2357 loss_giou: 0.4077 loss_ce_0: 0.572 loss_bbox_0: 0.3882 loss_giou_0: 0.5972 loss_ce_1: 0.4506 loss_bbox_1: 0.2637 loss_giou_1: 0.4528 loss_ce_2: 0.4136 loss_bbox_2: 0.2459 loss_giou_2: 0.4224 loss_ce_3: 0.3933 loss_bbox_3: 0.2423 loss_giou_3: 0.4197 loss_ce_4: 0.3901 loss_bbox_4: 0.2434 loss_giou_4: 0.4064 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:21] d2.utils.events INFO: eta: 1 day, 7:53:56 iter: 41119 total_loss: 7.058 loss_ce: 0.4009 loss_bbox: 0.2306 loss_giou: 0.3808 loss_ce_0: 0.576 loss_bbox_0: 0.3927 loss_giou_0: 0.5936 loss_ce_1: 0.4779 loss_bbox_1: 0.2696 loss_giou_1: 0.4304 loss_ce_2: 0.4304 loss_bbox_2: 0.2535 loss_giou_2: 0.3988 loss_ce_3: 0.4147 loss_bbox_3: 0.238 loss_giou_3: 0.389 loss_ce_4: 0.404 loss_bbox_4: 0.2357 loss_giou_4: 0.3841 time: 0.2801 data_time: 0.0185 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:27] d2.utils.events INFO: eta: 1 day, 7:54:00 iter: 41139 total_loss: 7.181 loss_ce: 0.4037 loss_bbox: 0.2411 loss_giou: 0.3949 loss_ce_0: 0.5821 loss_bbox_0: 0.3917 loss_giou_0: 0.5871 loss_ce_1: 0.477 loss_bbox_1: 0.278 loss_giou_1: 0.4488 loss_ce_2: 0.4304 loss_bbox_2: 0.2565 loss_giou_2: 0.4079 loss_ce_3: 0.4083 loss_bbox_3: 0.2472 loss_giou_3: 0.4031 loss_ce_4: 0.4031 loss_bbox_4: 0.2427 loss_giou_4: 0.3978 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:33] d2.utils.events INFO: eta: 1 day, 7:54:19 iter: 41159 total_loss: 7.602 loss_ce: 0.4496 loss_bbox: 0.2655 loss_giou: 0.4095 loss_ce_0: 0.6031 loss_bbox_0: 0.404 loss_giou_0: 0.5979 loss_ce_1: 0.5091 loss_bbox_1: 0.2985 loss_giou_1: 0.4548 loss_ce_2: 0.4724 loss_bbox_2: 0.2699 loss_giou_2: 0.4182 loss_ce_3: 0.453 loss_bbox_3: 0.271 loss_giou_3: 0.4183 loss_ce_4: 0.4512 loss_bbox_4: 0.2601 loss_giou_4: 0.4142 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:38] d2.utils.events INFO: eta: 1 day, 7:54:29 iter: 41179 total_loss: 7.175 loss_ce: 0.4368 loss_bbox: 0.237 loss_giou: 0.4146 loss_ce_0: 0.5963 loss_bbox_0: 0.4046 loss_giou_0: 0.6425 loss_ce_1: 0.5004 loss_bbox_1: 0.2782 loss_giou_1: 0.4791 loss_ce_2: 0.4595 loss_bbox_2: 0.2498 loss_giou_2: 0.4423 loss_ce_3: 0.4436 loss_bbox_3: 0.2443 loss_giou_3: 0.4252 loss_ce_4: 0.4327 loss_bbox_4: 0.2383 loss_giou_4: 0.4212 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:44] d2.utils.events INFO: eta: 1 day, 7:54:58 iter: 41199 total_loss: 7.262 loss_ce: 0.4476 loss_bbox: 0.2437 loss_giou: 0.3839 loss_ce_0: 0.6039 loss_bbox_0: 0.4013 loss_giou_0: 0.5887 loss_ce_1: 0.5089 loss_bbox_1: 0.2808 loss_giou_1: 0.4401 loss_ce_2: 0.463 loss_bbox_2: 0.254 loss_giou_2: 0.4044 loss_ce_3: 0.4401 loss_bbox_3: 0.2467 loss_giou_3: 0.3888 loss_ce_4: 0.4514 loss_bbox_4: 0.2399 loss_giou_4: 0.3846 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:50] d2.utils.events INFO: eta: 1 day, 7:54:03 iter: 41219 total_loss: 7.239 loss_ce: 0.4216 loss_bbox: 0.2375 loss_giou: 0.4032 loss_ce_0: 0.5807 loss_bbox_0: 0.3794 loss_giou_0: 0.6036 loss_ce_1: 0.5066 loss_bbox_1: 0.2575 loss_giou_1: 0.4589 loss_ce_2: 0.4434 loss_bbox_2: 0.2366 loss_giou_2: 0.4301 loss_ce_3: 0.4318 loss_bbox_3: 0.2255 loss_giou_3: 0.4186 loss_ce_4: 0.4324 loss_bbox_4: 0.2343 loss_giou_4: 0.4058 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 16:32:55] d2.utils.events INFO: eta: 1 day, 7:54:24 iter: 41239 total_loss: 7.323 loss_ce: 0.452 loss_bbox: 0.2324 loss_giou: 0.4229 loss_ce_0: 0.6218 loss_bbox_0: 0.4031 loss_giou_0: 0.6447 loss_ce_1: 0.5342 loss_bbox_1: 0.2719 loss_giou_1: 0.488 loss_ce_2: 0.4755 loss_bbox_2: 0.2397 loss_giou_2: 0.4438 loss_ce_3: 0.4532 loss_bbox_3: 0.2368 loss_giou_3: 0.428 loss_ce_4: 0.4579 loss_bbox_4: 0.2322 loss_giou_4: 0.423 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:01] d2.utils.events INFO: eta: 1 day, 7:54:41 iter: 41259 total_loss: 7.253 loss_ce: 0.4397 loss_bbox: 0.2341 loss_giou: 0.3893 loss_ce_0: 0.6138 loss_bbox_0: 0.4047 loss_giou_0: 0.6214 loss_ce_1: 0.505 loss_bbox_1: 0.2909 loss_giou_1: 0.4549 loss_ce_2: 0.4677 loss_bbox_2: 0.2555 loss_giou_2: 0.4126 loss_ce_3: 0.4387 loss_bbox_3: 0.2416 loss_giou_3: 0.3989 loss_ce_4: 0.4431 loss_bbox_4: 0.238 loss_giou_4: 0.3929 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:07] d2.utils.events INFO: eta: 1 day, 7:54:29 iter: 41279 total_loss: 7.5 loss_ce: 0.4586 loss_bbox: 0.2359 loss_giou: 0.4019 loss_ce_0: 0.6054 loss_bbox_0: 0.391 loss_giou_0: 0.6243 loss_ce_1: 0.5206 loss_bbox_1: 0.2847 loss_giou_1: 0.4727 loss_ce_2: 0.48 loss_bbox_2: 0.2564 loss_giou_2: 0.4267 loss_ce_3: 0.4566 loss_bbox_3: 0.2443 loss_giou_3: 0.4101 loss_ce_4: 0.454 loss_bbox_4: 0.2377 loss_giou_4: 0.4018 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:12] d2.utils.events INFO: eta: 1 day, 7:54:12 iter: 41299 total_loss: 6.907 loss_ce: 0.4381 loss_bbox: 0.2168 loss_giou: 0.3753 loss_ce_0: 0.5907 loss_bbox_0: 0.3847 loss_giou_0: 0.59 loss_ce_1: 0.494 loss_bbox_1: 0.2528 loss_giou_1: 0.4392 loss_ce_2: 0.4554 loss_bbox_2: 0.2206 loss_giou_2: 0.3994 loss_ce_3: 0.4344 loss_bbox_3: 0.212 loss_giou_3: 0.3826 loss_ce_4: 0.4381 loss_bbox_4: 0.2129 loss_giou_4: 0.3796 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:18] d2.utils.events INFO: eta: 1 day, 7:54:07 iter: 41319 total_loss: 6.991 loss_ce: 0.4275 loss_bbox: 0.2177 loss_giou: 0.3724 loss_ce_0: 0.5813 loss_bbox_0: 0.3871 loss_giou_0: 0.5712 loss_ce_1: 0.5041 loss_bbox_1: 0.2716 loss_giou_1: 0.4261 loss_ce_2: 0.4511 loss_bbox_2: 0.2283 loss_giou_2: 0.3901 loss_ce_3: 0.4341 loss_bbox_3: 0.2206 loss_giou_3: 0.3817 loss_ce_4: 0.4342 loss_bbox_4: 0.2208 loss_giou_4: 0.376 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:24] d2.utils.events INFO: eta: 1 day, 7:53:56 iter: 41339 total_loss: 7.328 loss_ce: 0.4474 loss_bbox: 0.2316 loss_giou: 0.4041 loss_ce_0: 0.5981 loss_bbox_0: 0.388 loss_giou_0: 0.6159 loss_ce_1: 0.5155 loss_bbox_1: 0.2822 loss_giou_1: 0.4612 loss_ce_2: 0.4719 loss_bbox_2: 0.2526 loss_giou_2: 0.4207 loss_ce_3: 0.4652 loss_bbox_3: 0.2401 loss_giou_3: 0.4096 loss_ce_4: 0.4558 loss_bbox_4: 0.231 loss_giou_4: 0.4062 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:29] d2.utils.events INFO: eta: 1 day, 7:53:55 iter: 41359 total_loss: 7.024 loss_ce: 0.4143 loss_bbox: 0.2274 loss_giou: 0.3831 loss_ce_0: 0.5889 loss_bbox_0: 0.3882 loss_giou_0: 0.6083 loss_ce_1: 0.4877 loss_bbox_1: 0.2664 loss_giou_1: 0.4505 loss_ce_2: 0.4465 loss_bbox_2: 0.2393 loss_giou_2: 0.4062 loss_ce_3: 0.4189 loss_bbox_3: 0.2355 loss_giou_3: 0.3901 loss_ce_4: 0.4099 loss_bbox_4: 0.2335 loss_giou_4: 0.3858 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:35] d2.utils.events INFO: eta: 1 day, 7:54:07 iter: 41379 total_loss: 7.494 loss_ce: 0.4359 loss_bbox: 0.2631 loss_giou: 0.4186 loss_ce_0: 0.5905 loss_bbox_0: 0.4117 loss_giou_0: 0.6256 loss_ce_1: 0.501 loss_bbox_1: 0.3008 loss_giou_1: 0.4857 loss_ce_2: 0.4685 loss_bbox_2: 0.2689 loss_giou_2: 0.4405 loss_ce_3: 0.4462 loss_bbox_3: 0.2638 loss_giou_3: 0.4288 loss_ce_4: 0.4386 loss_bbox_4: 0.2603 loss_giou_4: 0.421 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:41] d2.utils.events INFO: eta: 1 day, 7:53:49 iter: 41399 total_loss: 7.107 loss_ce: 0.4173 loss_bbox: 0.2304 loss_giou: 0.4135 loss_ce_0: 0.5872 loss_bbox_0: 0.3816 loss_giou_0: 0.6047 loss_ce_1: 0.4973 loss_bbox_1: 0.2667 loss_giou_1: 0.4742 loss_ce_2: 0.4458 loss_bbox_2: 0.2396 loss_giou_2: 0.4265 loss_ce_3: 0.4313 loss_bbox_3: 0.233 loss_giou_3: 0.4168 loss_ce_4: 0.4203 loss_bbox_4: 0.2318 loss_giou_4: 0.4098 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:46] d2.utils.events INFO: eta: 1 day, 7:52:50 iter: 41419 total_loss: 7.067 loss_ce: 0.4301 loss_bbox: 0.2419 loss_giou: 0.3922 loss_ce_0: 0.5775 loss_bbox_0: 0.3931 loss_giou_0: 0.5974 loss_ce_1: 0.4862 loss_bbox_1: 0.2746 loss_giou_1: 0.4508 loss_ce_2: 0.4359 loss_bbox_2: 0.2574 loss_giou_2: 0.4067 loss_ce_3: 0.4378 loss_bbox_3: 0.2507 loss_giou_3: 0.3963 loss_ce_4: 0.4328 loss_bbox_4: 0.2471 loss_giou_4: 0.3923 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:52] d2.utils.events INFO: eta: 1 day, 7:53:33 iter: 41439 total_loss: 7.574 loss_ce: 0.4552 loss_bbox: 0.2452 loss_giou: 0.4245 loss_ce_0: 0.6044 loss_bbox_0: 0.4042 loss_giou_0: 0.6416 loss_ce_1: 0.508 loss_bbox_1: 0.282 loss_giou_1: 0.485 loss_ce_2: 0.4754 loss_bbox_2: 0.2506 loss_giou_2: 0.4363 loss_ce_3: 0.4493 loss_bbox_3: 0.2478 loss_giou_3: 0.4296 loss_ce_4: 0.4456 loss_bbox_4: 0.2495 loss_giou_4: 0.4253 time: 0.2801 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 16:33:58] d2.utils.events INFO: eta: 1 day, 7:53:51 iter: 41459 total_loss: 7.228 loss_ce: 0.4577 loss_bbox: 0.2295 loss_giou: 0.3958 loss_ce_0: 0.5994 loss_bbox_0: 0.3931 loss_giou_0: 0.5942 loss_ce_1: 0.4995 loss_bbox_1: 0.2704 loss_giou_1: 0.4533 loss_ce_2: 0.4612 loss_bbox_2: 0.2432 loss_giou_2: 0.4101 loss_ce_3: 0.4535 loss_bbox_3: 0.2367 loss_giou_3: 0.4066 loss_ce_4: 0.449 loss_bbox_4: 0.2333 loss_giou_4: 0.4004 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:03] d2.utils.events INFO: eta: 1 day, 7:53:39 iter: 41479 total_loss: 7.389 loss_ce: 0.4235 loss_bbox: 0.2369 loss_giou: 0.4085 loss_ce_0: 0.595 loss_bbox_0: 0.3817 loss_giou_0: 0.6235 loss_ce_1: 0.4939 loss_bbox_1: 0.2727 loss_giou_1: 0.4668 loss_ce_2: 0.4643 loss_bbox_2: 0.2479 loss_giou_2: 0.423 loss_ce_3: 0.4329 loss_bbox_3: 0.2425 loss_giou_3: 0.412 loss_ce_4: 0.4321 loss_bbox_4: 0.2402 loss_giou_4: 0.4085 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:09] d2.utils.events INFO: eta: 1 day, 7:53:11 iter: 41499 total_loss: 7.251 loss_ce: 0.4302 loss_bbox: 0.2391 loss_giou: 0.3986 loss_ce_0: 0.5984 loss_bbox_0: 0.4183 loss_giou_0: 0.622 loss_ce_1: 0.502 loss_bbox_1: 0.2928 loss_giou_1: 0.4517 loss_ce_2: 0.4496 loss_bbox_2: 0.254 loss_giou_2: 0.405 loss_ce_3: 0.4353 loss_bbox_3: 0.2439 loss_giou_3: 0.3976 loss_ce_4: 0.4269 loss_bbox_4: 0.2404 loss_giou_4: 0.3984 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:15] d2.utils.events INFO: eta: 1 day, 7:52:59 iter: 41519 total_loss: 7.311 loss_ce: 0.4459 loss_bbox: 0.2313 loss_giou: 0.4058 loss_ce_0: 0.6084 loss_bbox_0: 0.3983 loss_giou_0: 0.6448 loss_ce_1: 0.5123 loss_bbox_1: 0.2859 loss_giou_1: 0.48 loss_ce_2: 0.4676 loss_bbox_2: 0.2445 loss_giou_2: 0.4288 loss_ce_3: 0.4484 loss_bbox_3: 0.234 loss_giou_3: 0.4197 loss_ce_4: 0.4486 loss_bbox_4: 0.2351 loss_giou_4: 0.4083 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:20] d2.utils.events INFO: eta: 1 day, 7:53:05 iter: 41539 total_loss: 7.261 loss_ce: 0.4363 loss_bbox: 0.2481 loss_giou: 0.3905 loss_ce_0: 0.5887 loss_bbox_0: 0.39 loss_giou_0: 0.6225 loss_ce_1: 0.4984 loss_bbox_1: 0.2707 loss_giou_1: 0.4464 loss_ce_2: 0.4571 loss_bbox_2: 0.2562 loss_giou_2: 0.4053 loss_ce_3: 0.4291 loss_bbox_3: 0.25 loss_giou_3: 0.4029 loss_ce_4: 0.43 loss_bbox_4: 0.2466 loss_giou_4: 0.3946 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:26] d2.utils.events INFO: eta: 1 day, 7:53:09 iter: 41559 total_loss: 7.404 loss_ce: 0.4434 loss_bbox: 0.236 loss_giou: 0.4048 loss_ce_0: 0.6032 loss_bbox_0: 0.4152 loss_giou_0: 0.63 loss_ce_1: 0.5224 loss_bbox_1: 0.2756 loss_giou_1: 0.4569 loss_ce_2: 0.4758 loss_bbox_2: 0.251 loss_giou_2: 0.4154 loss_ce_3: 0.4517 loss_bbox_3: 0.2439 loss_giou_3: 0.4044 loss_ce_4: 0.4407 loss_bbox_4: 0.2391 loss_giou_4: 0.4027 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:32] d2.utils.events INFO: eta: 1 day, 7:52:54 iter: 41579 total_loss: 6.869 loss_ce: 0.3999 loss_bbox: 0.2268 loss_giou: 0.3843 loss_ce_0: 0.574 loss_bbox_0: 0.3798 loss_giou_0: 0.6163 loss_ce_1: 0.4745 loss_bbox_1: 0.2688 loss_giou_1: 0.4523 loss_ce_2: 0.4287 loss_bbox_2: 0.2358 loss_giou_2: 0.411 loss_ce_3: 0.3904 loss_bbox_3: 0.2354 loss_giou_3: 0.3969 loss_ce_4: 0.3931 loss_bbox_4: 0.2277 loss_giou_4: 0.3888 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:37] d2.utils.events INFO: eta: 1 day, 7:53:00 iter: 41599 total_loss: 7.388 loss_ce: 0.4495 loss_bbox: 0.2393 loss_giou: 0.4146 loss_ce_0: 0.6028 loss_bbox_0: 0.412 loss_giou_0: 0.6306 loss_ce_1: 0.5085 loss_bbox_1: 0.2849 loss_giou_1: 0.4808 loss_ce_2: 0.4643 loss_bbox_2: 0.2632 loss_giou_2: 0.4357 loss_ce_3: 0.454 loss_bbox_3: 0.2532 loss_giou_3: 0.4202 loss_ce_4: 0.4486 loss_bbox_4: 0.2417 loss_giou_4: 0.4151 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:43] d2.utils.events INFO: eta: 1 day, 7:52:52 iter: 41619 total_loss: 7.257 loss_ce: 0.4206 loss_bbox: 0.243 loss_giou: 0.3975 loss_ce_0: 0.5714 loss_bbox_0: 0.3891 loss_giou_0: 0.5915 loss_ce_1: 0.4808 loss_bbox_1: 0.2759 loss_giou_1: 0.4538 loss_ce_2: 0.4405 loss_bbox_2: 0.2534 loss_giou_2: 0.411 loss_ce_3: 0.4243 loss_bbox_3: 0.2471 loss_giou_3: 0.4031 loss_ce_4: 0.423 loss_bbox_4: 0.242 loss_giou_4: 0.3994 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:49] d2.utils.events INFO: eta: 1 day, 7:52:48 iter: 41639 total_loss: 7.227 loss_ce: 0.4301 loss_bbox: 0.2428 loss_giou: 0.3942 loss_ce_0: 0.6025 loss_bbox_0: 0.4004 loss_giou_0: 0.5881 loss_ce_1: 0.4849 loss_bbox_1: 0.2741 loss_giou_1: 0.4467 loss_ce_2: 0.4419 loss_bbox_2: 0.2534 loss_giou_2: 0.4094 loss_ce_3: 0.4232 loss_bbox_3: 0.2489 loss_giou_3: 0.4039 loss_ce_4: 0.426 loss_bbox_4: 0.2419 loss_giou_4: 0.3969 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:34:55] d2.utils.events INFO: eta: 1 day, 7:53:05 iter: 41659 total_loss: 7.112 loss_ce: 0.4143 loss_bbox: 0.2379 loss_giou: 0.4256 loss_ce_0: 0.5797 loss_bbox_0: 0.3975 loss_giou_0: 0.6532 loss_ce_1: 0.4791 loss_bbox_1: 0.2777 loss_giou_1: 0.4859 loss_ce_2: 0.4398 loss_bbox_2: 0.248 loss_giou_2: 0.4426 loss_ce_3: 0.4178 loss_bbox_3: 0.2466 loss_giou_3: 0.4295 loss_ce_4: 0.4053 loss_bbox_4: 0.2419 loss_giou_4: 0.4261 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:00] d2.utils.events INFO: eta: 1 day, 7:52:26 iter: 41679 total_loss: 7.229 loss_ce: 0.4257 loss_bbox: 0.2349 loss_giou: 0.3856 loss_ce_0: 0.6092 loss_bbox_0: 0.4012 loss_giou_0: 0.5875 loss_ce_1: 0.5136 loss_bbox_1: 0.2799 loss_giou_1: 0.4464 loss_ce_2: 0.4566 loss_bbox_2: 0.2486 loss_giou_2: 0.3993 loss_ce_3: 0.4443 loss_bbox_3: 0.2388 loss_giou_3: 0.3889 loss_ce_4: 0.4316 loss_bbox_4: 0.2324 loss_giou_4: 0.3861 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:06] d2.utils.events INFO: eta: 1 day, 7:50:33 iter: 41699 total_loss: 7.158 loss_ce: 0.4463 loss_bbox: 0.2344 loss_giou: 0.3803 loss_ce_0: 0.6263 loss_bbox_0: 0.3751 loss_giou_0: 0.5697 loss_ce_1: 0.541 loss_bbox_1: 0.2664 loss_giou_1: 0.4355 loss_ce_2: 0.4852 loss_bbox_2: 0.2447 loss_giou_2: 0.4022 loss_ce_3: 0.4643 loss_bbox_3: 0.2377 loss_giou_3: 0.391 loss_ce_4: 0.455 loss_bbox_4: 0.2337 loss_giou_4: 0.3836 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:12] d2.utils.events INFO: eta: 1 day, 7:51:47 iter: 41719 total_loss: 7.247 loss_ce: 0.4233 loss_bbox: 0.232 loss_giou: 0.4106 loss_ce_0: 0.6103 loss_bbox_0: 0.4005 loss_giou_0: 0.6206 loss_ce_1: 0.4991 loss_bbox_1: 0.2762 loss_giou_1: 0.4631 loss_ce_2: 0.45 loss_bbox_2: 0.2501 loss_giou_2: 0.4275 loss_ce_3: 0.4237 loss_bbox_3: 0.2374 loss_giou_3: 0.4185 loss_ce_4: 0.4201 loss_bbox_4: 0.2339 loss_giou_4: 0.4136 time: 0.2801 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:17] d2.utils.events INFO: eta: 1 day, 7:51:20 iter: 41739 total_loss: 7.439 loss_ce: 0.415 loss_bbox: 0.2242 loss_giou: 0.4234 loss_ce_0: 0.6062 loss_bbox_0: 0.3819 loss_giou_0: 0.624 loss_ce_1: 0.5 loss_bbox_1: 0.2645 loss_giou_1: 0.4587 loss_ce_2: 0.4541 loss_bbox_2: 0.2365 loss_giou_2: 0.4337 loss_ce_3: 0.4226 loss_bbox_3: 0.2295 loss_giou_3: 0.4261 loss_ce_4: 0.4116 loss_bbox_4: 0.2265 loss_giou_4: 0.4217 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:23] d2.utils.events INFO: eta: 1 day, 7:50:21 iter: 41759 total_loss: 7.286 loss_ce: 0.4587 loss_bbox: 0.2522 loss_giou: 0.3678 loss_ce_0: 0.6024 loss_bbox_0: 0.4254 loss_giou_0: 0.5684 loss_ce_1: 0.5198 loss_bbox_1: 0.2911 loss_giou_1: 0.4179 loss_ce_2: 0.4802 loss_bbox_2: 0.2591 loss_giou_2: 0.3732 loss_ce_3: 0.4617 loss_bbox_3: 0.2551 loss_giou_3: 0.3706 loss_ce_4: 0.465 loss_bbox_4: 0.2512 loss_giou_4: 0.3686 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:28] d2.utils.events INFO: eta: 1 day, 7:50:15 iter: 41779 total_loss: 7.299 loss_ce: 0.4261 loss_bbox: 0.2417 loss_giou: 0.4088 loss_ce_0: 0.5915 loss_bbox_0: 0.3924 loss_giou_0: 0.6258 loss_ce_1: 0.4947 loss_bbox_1: 0.2741 loss_giou_1: 0.473 loss_ce_2: 0.4572 loss_bbox_2: 0.2537 loss_giou_2: 0.4287 loss_ce_3: 0.4378 loss_bbox_3: 0.2426 loss_giou_3: 0.4174 loss_ce_4: 0.4256 loss_bbox_4: 0.2411 loss_giou_4: 0.4119 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:34] d2.utils.events INFO: eta: 1 day, 7:50:05 iter: 41799 total_loss: 6.816 loss_ce: 0.421 loss_bbox: 0.2256 loss_giou: 0.364 loss_ce_0: 0.5789 loss_bbox_0: 0.394 loss_giou_0: 0.5737 loss_ce_1: 0.4847 loss_bbox_1: 0.2738 loss_giou_1: 0.4175 loss_ce_2: 0.4409 loss_bbox_2: 0.2394 loss_giou_2: 0.3848 loss_ce_3: 0.423 loss_bbox_3: 0.232 loss_giou_3: 0.3731 loss_ce_4: 0.4222 loss_bbox_4: 0.2296 loss_giou_4: 0.3696 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:40] d2.utils.events INFO: eta: 1 day, 7:50:14 iter: 41819 total_loss: 7.019 loss_ce: 0.4217 loss_bbox: 0.2272 loss_giou: 0.3778 loss_ce_0: 0.5808 loss_bbox_0: 0.3919 loss_giou_0: 0.5676 loss_ce_1: 0.4917 loss_bbox_1: 0.2614 loss_giou_1: 0.4256 loss_ce_2: 0.4444 loss_bbox_2: 0.2404 loss_giou_2: 0.3969 loss_ce_3: 0.4266 loss_bbox_3: 0.2288 loss_giou_3: 0.3795 loss_ce_4: 0.4178 loss_bbox_4: 0.2225 loss_giou_4: 0.376 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:46] d2.utils.events INFO: eta: 1 day, 7:50:42 iter: 41839 total_loss: 7.039 loss_ce: 0.4377 loss_bbox: 0.2228 loss_giou: 0.3795 loss_ce_0: 0.5845 loss_bbox_0: 0.3829 loss_giou_0: 0.5999 loss_ce_1: 0.4811 loss_bbox_1: 0.27 loss_giou_1: 0.4434 loss_ce_2: 0.4513 loss_bbox_2: 0.2458 loss_giou_2: 0.3936 loss_ce_3: 0.4388 loss_bbox_3: 0.2314 loss_giou_3: 0.3798 loss_ce_4: 0.4215 loss_bbox_4: 0.2296 loss_giou_4: 0.3751 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:51] d2.utils.events INFO: eta: 1 day, 7:51:29 iter: 41859 total_loss: 7.061 loss_ce: 0.4174 loss_bbox: 0.2397 loss_giou: 0.4162 loss_ce_0: 0.5913 loss_bbox_0: 0.3957 loss_giou_0: 0.6287 loss_ce_1: 0.4815 loss_bbox_1: 0.2691 loss_giou_1: 0.4654 loss_ce_2: 0.4511 loss_bbox_2: 0.2464 loss_giou_2: 0.4284 loss_ce_3: 0.4248 loss_bbox_3: 0.2388 loss_giou_3: 0.4158 loss_ce_4: 0.4236 loss_bbox_4: 0.2359 loss_giou_4: 0.4129 time: 0.2801 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/02 16:35:57] d2.utils.events INFO: eta: 1 day, 7:51:23 iter: 41879 total_loss: 7.319 loss_ce: 0.4242 loss_bbox: 0.232 loss_giou: 0.4078 loss_ce_0: 0.5921 loss_bbox_0: 0.4109 loss_giou_0: 0.6443 loss_ce_1: 0.4899 loss_bbox_1: 0.2801 loss_giou_1: 0.4724 loss_ce_2: 0.4559 loss_bbox_2: 0.2457 loss_giou_2: 0.4235 loss_ce_3: 0.4329 loss_bbox_3: 0.2421 loss_giou_3: 0.416 loss_ce_4: 0.4231 loss_bbox_4: 0.2333 loss_giou_4: 0.4098 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:03] d2.utils.events INFO: eta: 1 day, 7:51:29 iter: 41899 total_loss: 7.335 loss_ce: 0.4357 loss_bbox: 0.2456 loss_giou: 0.4001 loss_ce_0: 0.5998 loss_bbox_0: 0.4135 loss_giou_0: 0.5883 loss_ce_1: 0.4952 loss_bbox_1: 0.2848 loss_giou_1: 0.4491 loss_ce_2: 0.4679 loss_bbox_2: 0.253 loss_giou_2: 0.4067 loss_ce_3: 0.4396 loss_bbox_3: 0.247 loss_giou_3: 0.4013 loss_ce_4: 0.4398 loss_bbox_4: 0.2444 loss_giou_4: 0.4029 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:08] d2.utils.events INFO: eta: 1 day, 7:50:31 iter: 41919 total_loss: 7.178 loss_ce: 0.4463 loss_bbox: 0.2352 loss_giou: 0.3777 loss_ce_0: 0.5926 loss_bbox_0: 0.3811 loss_giou_0: 0.5888 loss_ce_1: 0.4999 loss_bbox_1: 0.2623 loss_giou_1: 0.4318 loss_ce_2: 0.4624 loss_bbox_2: 0.2439 loss_giou_2: 0.3997 loss_ce_3: 0.4511 loss_bbox_3: 0.2453 loss_giou_3: 0.3844 loss_ce_4: 0.4401 loss_bbox_4: 0.2373 loss_giou_4: 0.3806 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:14] d2.utils.events INFO: eta: 1 day, 7:49:40 iter: 41939 total_loss: 7.215 loss_ce: 0.4571 loss_bbox: 0.2368 loss_giou: 0.385 loss_ce_0: 0.6125 loss_bbox_0: 0.4001 loss_giou_0: 0.5936 loss_ce_1: 0.5338 loss_bbox_1: 0.2762 loss_giou_1: 0.4419 loss_ce_2: 0.4832 loss_bbox_2: 0.2441 loss_giou_2: 0.4023 loss_ce_3: 0.4659 loss_bbox_3: 0.2392 loss_giou_3: 0.3912 loss_ce_4: 0.4532 loss_bbox_4: 0.238 loss_giou_4: 0.3867 time: 0.2801 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:20] d2.utils.events INFO: eta: 1 day, 7:50:09 iter: 41959 total_loss: 7.25 loss_ce: 0.4265 loss_bbox: 0.2422 loss_giou: 0.3937 loss_ce_0: 0.5938 loss_bbox_0: 0.4088 loss_giou_0: 0.5918 loss_ce_1: 0.5055 loss_bbox_1: 0.2834 loss_giou_1: 0.457 loss_ce_2: 0.4656 loss_bbox_2: 0.2466 loss_giou_2: 0.4198 loss_ce_3: 0.4327 loss_bbox_3: 0.2457 loss_giou_3: 0.3976 loss_ce_4: 0.4299 loss_bbox_4: 0.2448 loss_giou_4: 0.3917 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:25] d2.utils.events INFO: eta: 1 day, 7:50:01 iter: 41979 total_loss: 7.121 loss_ce: 0.4358 loss_bbox: 0.2241 loss_giou: 0.4133 loss_ce_0: 0.597 loss_bbox_0: 0.375 loss_giou_0: 0.6021 loss_ce_1: 0.496 loss_bbox_1: 0.2637 loss_giou_1: 0.4699 loss_ce_2: 0.4524 loss_bbox_2: 0.2336 loss_giou_2: 0.4334 loss_ce_3: 0.4351 loss_bbox_3: 0.2273 loss_giou_3: 0.4186 loss_ce_4: 0.4402 loss_bbox_4: 0.2223 loss_giou_4: 0.4148 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:31] d2.utils.events INFO: eta: 1 day, 7:49:43 iter: 41999 total_loss: 7.356 loss_ce: 0.435 loss_bbox: 0.2457 loss_giou: 0.412 loss_ce_0: 0.6084 loss_bbox_0: 0.3899 loss_giou_0: 0.588 loss_ce_1: 0.5273 loss_bbox_1: 0.2764 loss_giou_1: 0.4571 loss_ce_2: 0.4721 loss_bbox_2: 0.2551 loss_giou_2: 0.4265 loss_ce_3: 0.4387 loss_bbox_3: 0.2483 loss_giou_3: 0.4225 loss_ce_4: 0.441 loss_bbox_4: 0.2448 loss_giou_4: 0.4187 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:37] d2.utils.events INFO: eta: 1 day, 7:48:55 iter: 42019 total_loss: 7.113 loss_ce: 0.4274 loss_bbox: 0.2507 loss_giou: 0.3765 loss_ce_0: 0.6045 loss_bbox_0: 0.4106 loss_giou_0: 0.5929 loss_ce_1: 0.5144 loss_bbox_1: 0.2879 loss_giou_1: 0.4402 loss_ce_2: 0.4756 loss_bbox_2: 0.2616 loss_giou_2: 0.4035 loss_ce_3: 0.438 loss_bbox_3: 0.2554 loss_giou_3: 0.3914 loss_ce_4: 0.4219 loss_bbox_4: 0.2529 loss_giou_4: 0.3752 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:42] d2.utils.events INFO: eta: 1 day, 7:48:42 iter: 42039 total_loss: 7.216 loss_ce: 0.4227 loss_bbox: 0.2196 loss_giou: 0.3856 loss_ce_0: 0.5771 loss_bbox_0: 0.372 loss_giou_0: 0.595 loss_ce_1: 0.4784 loss_bbox_1: 0.2649 loss_giou_1: 0.4513 loss_ce_2: 0.4506 loss_bbox_2: 0.232 loss_giou_2: 0.4076 loss_ce_3: 0.4232 loss_bbox_3: 0.2252 loss_giou_3: 0.3868 loss_ce_4: 0.4228 loss_bbox_4: 0.222 loss_giou_4: 0.3829 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:48] d2.utils.events INFO: eta: 1 day, 7:48:43 iter: 42059 total_loss: 7.338 loss_ce: 0.4488 loss_bbox: 0.2489 loss_giou: 0.381 loss_ce_0: 0.5828 loss_bbox_0: 0.4082 loss_giou_0: 0.5648 loss_ce_1: 0.5057 loss_bbox_1: 0.2959 loss_giou_1: 0.4327 loss_ce_2: 0.4634 loss_bbox_2: 0.2735 loss_giou_2: 0.3996 loss_ce_3: 0.4486 loss_bbox_3: 0.2558 loss_giou_3: 0.3985 loss_ce_4: 0.4443 loss_bbox_4: 0.2559 loss_giou_4: 0.3885 time: 0.2801 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:53] d2.utils.events INFO: eta: 1 day, 7:48:26 iter: 42079 total_loss: 7.29 loss_ce: 0.4249 loss_bbox: 0.2439 loss_giou: 0.3915 loss_ce_0: 0.5788 loss_bbox_0: 0.4088 loss_giou_0: 0.5957 loss_ce_1: 0.511 loss_bbox_1: 0.2861 loss_giou_1: 0.4368 loss_ce_2: 0.4664 loss_bbox_2: 0.2567 loss_giou_2: 0.4033 loss_ce_3: 0.4312 loss_bbox_3: 0.2501 loss_giou_3: 0.3923 loss_ce_4: 0.431 loss_bbox_4: 0.2426 loss_giou_4: 0.3881 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 16:36:59] d2.utils.events INFO: eta: 1 day, 7:47:51 iter: 42099 total_loss: 7.243 loss_ce: 0.4326 loss_bbox: 0.2255 loss_giou: 0.423 loss_ce_0: 0.5921 loss_bbox_0: 0.3867 loss_giou_0: 0.6342 loss_ce_1: 0.4925 loss_bbox_1: 0.2712 loss_giou_1: 0.4781 loss_ce_2: 0.4532 loss_bbox_2: 0.2355 loss_giou_2: 0.4403 loss_ce_3: 0.4347 loss_bbox_3: 0.2283 loss_giou_3: 0.427 loss_ce_4: 0.427 loss_bbox_4: 0.2244 loss_giou_4: 0.4247 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:05] d2.utils.events INFO: eta: 1 day, 7:47:11 iter: 42119 total_loss: 7.413 loss_ce: 0.4404 loss_bbox: 0.2449 loss_giou: 0.3854 loss_ce_0: 0.5977 loss_bbox_0: 0.3957 loss_giou_0: 0.5813 loss_ce_1: 0.5152 loss_bbox_1: 0.2862 loss_giou_1: 0.4415 loss_ce_2: 0.4855 loss_bbox_2: 0.251 loss_giou_2: 0.4143 loss_ce_3: 0.4435 loss_bbox_3: 0.2402 loss_giou_3: 0.3956 loss_ce_4: 0.435 loss_bbox_4: 0.2388 loss_giou_4: 0.3856 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:10] d2.utils.events INFO: eta: 1 day, 7:46:47 iter: 42139 total_loss: 7.037 loss_ce: 0.442 loss_bbox: 0.2261 loss_giou: 0.3836 loss_ce_0: 0.5914 loss_bbox_0: 0.418 loss_giou_0: 0.6149 loss_ce_1: 0.4971 loss_bbox_1: 0.2678 loss_giou_1: 0.4485 loss_ce_2: 0.459 loss_bbox_2: 0.2365 loss_giou_2: 0.3989 loss_ce_3: 0.4465 loss_bbox_3: 0.2326 loss_giou_3: 0.3872 loss_ce_4: 0.4378 loss_bbox_4: 0.2247 loss_giou_4: 0.3812 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:16] d2.utils.events INFO: eta: 1 day, 7:46:15 iter: 42159 total_loss: 6.755 loss_ce: 0.4146 loss_bbox: 0.221 loss_giou: 0.3646 loss_ce_0: 0.604 loss_bbox_0: 0.3731 loss_giou_0: 0.5824 loss_ce_1: 0.4933 loss_bbox_1: 0.2537 loss_giou_1: 0.4295 loss_ce_2: 0.4416 loss_bbox_2: 0.2275 loss_giou_2: 0.3876 loss_ce_3: 0.4165 loss_bbox_3: 0.2179 loss_giou_3: 0.3786 loss_ce_4: 0.4092 loss_bbox_4: 0.219 loss_giou_4: 0.3736 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:22] d2.utils.events INFO: eta: 1 day, 7:45:41 iter: 42179 total_loss: 7.202 loss_ce: 0.4525 loss_bbox: 0.2329 loss_giou: 0.3873 loss_ce_0: 0.5921 loss_bbox_0: 0.3968 loss_giou_0: 0.6151 loss_ce_1: 0.5152 loss_bbox_1: 0.2733 loss_giou_1: 0.4632 loss_ce_2: 0.4757 loss_bbox_2: 0.2449 loss_giou_2: 0.4065 loss_ce_3: 0.4389 loss_bbox_3: 0.2436 loss_giou_3: 0.3944 loss_ce_4: 0.4526 loss_bbox_4: 0.2362 loss_giou_4: 0.3897 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:27] d2.utils.events INFO: eta: 1 day, 7:45:10 iter: 42199 total_loss: 7.212 loss_ce: 0.4246 loss_bbox: 0.2354 loss_giou: 0.4274 loss_ce_0: 0.5858 loss_bbox_0: 0.3876 loss_giou_0: 0.6504 loss_ce_1: 0.4959 loss_bbox_1: 0.2675 loss_giou_1: 0.4896 loss_ce_2: 0.4478 loss_bbox_2: 0.2469 loss_giou_2: 0.4442 loss_ce_3: 0.4216 loss_bbox_3: 0.2415 loss_giou_3: 0.4339 loss_ce_4: 0.4234 loss_bbox_4: 0.2372 loss_giou_4: 0.4289 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:33] d2.utils.events INFO: eta: 1 day, 7:44:40 iter: 42219 total_loss: 7.621 loss_ce: 0.4409 loss_bbox: 0.2472 loss_giou: 0.4137 loss_ce_0: 0.61 loss_bbox_0: 0.4089 loss_giou_0: 0.6489 loss_ce_1: 0.5165 loss_bbox_1: 0.2888 loss_giou_1: 0.4857 loss_ce_2: 0.4743 loss_bbox_2: 0.2636 loss_giou_2: 0.4423 loss_ce_3: 0.4472 loss_bbox_3: 0.2494 loss_giou_3: 0.4245 loss_ce_4: 0.4426 loss_bbox_4: 0.2394 loss_giou_4: 0.4172 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:39] d2.utils.events INFO: eta: 1 day, 7:43:38 iter: 42239 total_loss: 7.231 loss_ce: 0.4471 loss_bbox: 0.2486 loss_giou: 0.3892 loss_ce_0: 0.6214 loss_bbox_0: 0.3924 loss_giou_0: 0.5842 loss_ce_1: 0.5218 loss_bbox_1: 0.2757 loss_giou_1: 0.4371 loss_ce_2: 0.4736 loss_bbox_2: 0.2526 loss_giou_2: 0.4034 loss_ce_3: 0.4552 loss_bbox_3: 0.2526 loss_giou_3: 0.3862 loss_ce_4: 0.4517 loss_bbox_4: 0.2519 loss_giou_4: 0.3914 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:44] d2.utils.events INFO: eta: 1 day, 7:43:25 iter: 42259 total_loss: 7.03 loss_ce: 0.4402 loss_bbox: 0.2357 loss_giou: 0.3881 loss_ce_0: 0.5928 loss_bbox_0: 0.3868 loss_giou_0: 0.611 loss_ce_1: 0.4867 loss_bbox_1: 0.2693 loss_giou_1: 0.4565 loss_ce_2: 0.4476 loss_bbox_2: 0.2394 loss_giou_2: 0.4117 loss_ce_3: 0.4416 loss_bbox_3: 0.2244 loss_giou_3: 0.396 loss_ce_4: 0.4401 loss_bbox_4: 0.2355 loss_giou_4: 0.3861 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:50] d2.utils.events INFO: eta: 1 day, 7:43:11 iter: 42279 total_loss: 7.334 loss_ce: 0.4743 loss_bbox: 0.2314 loss_giou: 0.4006 loss_ce_0: 0.5887 loss_bbox_0: 0.3737 loss_giou_0: 0.5874 loss_ce_1: 0.5198 loss_bbox_1: 0.2676 loss_giou_1: 0.4486 loss_ce_2: 0.4849 loss_bbox_2: 0.2414 loss_giou_2: 0.4134 loss_ce_3: 0.46 loss_bbox_3: 0.2363 loss_giou_3: 0.4041 loss_ce_4: 0.4583 loss_bbox_4: 0.2308 loss_giou_4: 0.4001 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 16:37:56] d2.utils.events INFO: eta: 1 day, 7:42:56 iter: 42299 total_loss: 7.102 loss_ce: 0.4125 loss_bbox: 0.2405 loss_giou: 0.3858 loss_ce_0: 0.5706 loss_bbox_0: 0.3833 loss_giou_0: 0.5838 loss_ce_1: 0.4792 loss_bbox_1: 0.2644 loss_giou_1: 0.4497 loss_ce_2: 0.4488 loss_bbox_2: 0.2502 loss_giou_2: 0.4017 loss_ce_3: 0.4344 loss_bbox_3: 0.2443 loss_giou_3: 0.3949 loss_ce_4: 0.4228 loss_bbox_4: 0.2384 loss_giou_4: 0.3835 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:01] d2.utils.events INFO: eta: 1 day, 7:42:51 iter: 42319 total_loss: 7.048 loss_ce: 0.4232 loss_bbox: 0.2374 loss_giou: 0.3974 loss_ce_0: 0.59 loss_bbox_0: 0.3821 loss_giou_0: 0.5832 loss_ce_1: 0.5001 loss_bbox_1: 0.2689 loss_giou_1: 0.4481 loss_ce_2: 0.457 loss_bbox_2: 0.2546 loss_giou_2: 0.4151 loss_ce_3: 0.4297 loss_bbox_3: 0.2431 loss_giou_3: 0.3991 loss_ce_4: 0.424 loss_bbox_4: 0.2356 loss_giou_4: 0.3991 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:07] d2.utils.events INFO: eta: 1 day, 7:42:55 iter: 42339 total_loss: 7.297 loss_ce: 0.4059 loss_bbox: 0.2277 loss_giou: 0.4241 loss_ce_0: 0.5667 loss_bbox_0: 0.3855 loss_giou_0: 0.6219 loss_ce_1: 0.4671 loss_bbox_1: 0.2592 loss_giou_1: 0.4839 loss_ce_2: 0.4308 loss_bbox_2: 0.2324 loss_giou_2: 0.4483 loss_ce_3: 0.4079 loss_bbox_3: 0.2278 loss_giou_3: 0.4255 loss_ce_4: 0.4055 loss_bbox_4: 0.228 loss_giou_4: 0.4201 time: 0.2801 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:13] d2.utils.events INFO: eta: 1 day, 7:42:28 iter: 42359 total_loss: 7.403 loss_ce: 0.4627 loss_bbox: 0.2476 loss_giou: 0.4076 loss_ce_0: 0.6062 loss_bbox_0: 0.407 loss_giou_0: 0.6346 loss_ce_1: 0.5368 loss_bbox_1: 0.2992 loss_giou_1: 0.4748 loss_ce_2: 0.4907 loss_bbox_2: 0.263 loss_giou_2: 0.4324 loss_ce_3: 0.4571 loss_bbox_3: 0.2488 loss_giou_3: 0.4182 loss_ce_4: 0.4626 loss_bbox_4: 0.2486 loss_giou_4: 0.4117 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:18] d2.utils.events INFO: eta: 1 day, 7:42:37 iter: 42379 total_loss: 7.451 loss_ce: 0.4598 loss_bbox: 0.2345 loss_giou: 0.3927 loss_ce_0: 0.6029 loss_bbox_0: 0.421 loss_giou_0: 0.6153 loss_ce_1: 0.5224 loss_bbox_1: 0.2877 loss_giou_1: 0.4632 loss_ce_2: 0.4829 loss_bbox_2: 0.2461 loss_giou_2: 0.4239 loss_ce_3: 0.4643 loss_bbox_3: 0.2406 loss_giou_3: 0.4078 loss_ce_4: 0.4556 loss_bbox_4: 0.2353 loss_giou_4: 0.3972 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:24] d2.utils.events INFO: eta: 1 day, 7:42:24 iter: 42399 total_loss: 7.335 loss_ce: 0.4582 loss_bbox: 0.2396 loss_giou: 0.3784 loss_ce_0: 0.6062 loss_bbox_0: 0.4099 loss_giou_0: 0.6198 loss_ce_1: 0.5083 loss_bbox_1: 0.2836 loss_giou_1: 0.4502 loss_ce_2: 0.482 loss_bbox_2: 0.2584 loss_giou_2: 0.4042 loss_ce_3: 0.4545 loss_bbox_3: 0.2421 loss_giou_3: 0.3888 loss_ce_4: 0.4524 loss_bbox_4: 0.2397 loss_giou_4: 0.3819 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:29] d2.utils.events INFO: eta: 1 day, 7:41:01 iter: 42419 total_loss: 7.181 loss_ce: 0.4149 loss_bbox: 0.2506 loss_giou: 0.4137 loss_ce_0: 0.6005 loss_bbox_0: 0.4 loss_giou_0: 0.6207 loss_ce_1: 0.4872 loss_bbox_1: 0.287 loss_giou_1: 0.4649 loss_ce_2: 0.4451 loss_bbox_2: 0.2601 loss_giou_2: 0.4287 loss_ce_3: 0.4164 loss_bbox_3: 0.2602 loss_giou_3: 0.4165 loss_ce_4: 0.4144 loss_bbox_4: 0.2518 loss_giou_4: 0.4114 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:35] d2.utils.events INFO: eta: 1 day, 7:40:03 iter: 42439 total_loss: 7.194 loss_ce: 0.4481 loss_bbox: 0.2314 loss_giou: 0.3899 loss_ce_0: 0.6146 loss_bbox_0: 0.388 loss_giou_0: 0.6061 loss_ce_1: 0.5168 loss_bbox_1: 0.2748 loss_giou_1: 0.4456 loss_ce_2: 0.4771 loss_bbox_2: 0.2458 loss_giou_2: 0.4037 loss_ce_3: 0.4568 loss_bbox_3: 0.2359 loss_giou_3: 0.3917 loss_ce_4: 0.4477 loss_bbox_4: 0.2303 loss_giou_4: 0.3925 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:41] d2.utils.events INFO: eta: 1 day, 7:39:58 iter: 42459 total_loss: 7.37 loss_ce: 0.4371 loss_bbox: 0.2462 loss_giou: 0.4355 loss_ce_0: 0.597 loss_bbox_0: 0.4003 loss_giou_0: 0.6574 loss_ce_1: 0.4961 loss_bbox_1: 0.2747 loss_giou_1: 0.4958 loss_ce_2: 0.4576 loss_bbox_2: 0.2521 loss_giou_2: 0.4547 loss_ce_3: 0.4405 loss_bbox_3: 0.2493 loss_giou_3: 0.4428 loss_ce_4: 0.4287 loss_bbox_4: 0.2404 loss_giou_4: 0.4368 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:47] d2.utils.events INFO: eta: 1 day, 7:40:09 iter: 42479 total_loss: 7.249 loss_ce: 0.4501 loss_bbox: 0.2449 loss_giou: 0.3967 loss_ce_0: 0.604 loss_bbox_0: 0.4024 loss_giou_0: 0.5876 loss_ce_1: 0.5215 loss_bbox_1: 0.2927 loss_giou_1: 0.4658 loss_ce_2: 0.4852 loss_bbox_2: 0.2604 loss_giou_2: 0.4142 loss_ce_3: 0.4618 loss_bbox_3: 0.2548 loss_giou_3: 0.3994 loss_ce_4: 0.4469 loss_bbox_4: 0.2478 loss_giou_4: 0.3948 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:52] d2.utils.events INFO: eta: 1 day, 7:40:47 iter: 42499 total_loss: 7.108 loss_ce: 0.4177 loss_bbox: 0.2505 loss_giou: 0.4172 loss_ce_0: 0.5944 loss_bbox_0: 0.4179 loss_giou_0: 0.6116 loss_ce_1: 0.4933 loss_bbox_1: 0.2881 loss_giou_1: 0.4611 loss_ce_2: 0.4476 loss_bbox_2: 0.2663 loss_giou_2: 0.4373 loss_ce_3: 0.4205 loss_bbox_3: 0.2581 loss_giou_3: 0.424 loss_ce_4: 0.4199 loss_bbox_4: 0.2527 loss_giou_4: 0.4195 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 16:38:58] d2.utils.events INFO: eta: 1 day, 7:41:34 iter: 42519 total_loss: 7.434 loss_ce: 0.4504 loss_bbox: 0.2375 loss_giou: 0.4007 loss_ce_0: 0.6079 loss_bbox_0: 0.3925 loss_giou_0: 0.6038 loss_ce_1: 0.5127 loss_bbox_1: 0.2676 loss_giou_1: 0.4588 loss_ce_2: 0.4849 loss_bbox_2: 0.2404 loss_giou_2: 0.4215 loss_ce_3: 0.4696 loss_bbox_3: 0.234 loss_giou_3: 0.4056 loss_ce_4: 0.4663 loss_bbox_4: 0.2362 loss_giou_4: 0.4015 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:04] d2.utils.events INFO: eta: 1 day, 7:40:47 iter: 42539 total_loss: 7.143 loss_ce: 0.4518 loss_bbox: 0.2402 loss_giou: 0.4071 loss_ce_0: 0.6198 loss_bbox_0: 0.4163 loss_giou_0: 0.5981 loss_ce_1: 0.519 loss_bbox_1: 0.2984 loss_giou_1: 0.4668 loss_ce_2: 0.4758 loss_bbox_2: 0.2628 loss_giou_2: 0.4276 loss_ce_3: 0.4595 loss_bbox_3: 0.252 loss_giou_3: 0.4133 loss_ce_4: 0.4532 loss_bbox_4: 0.245 loss_giou_4: 0.4048 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:09] d2.utils.events INFO: eta: 1 day, 7:40:36 iter: 42559 total_loss: 7.182 loss_ce: 0.4283 loss_bbox: 0.2337 loss_giou: 0.3957 loss_ce_0: 0.6059 loss_bbox_0: 0.3761 loss_giou_0: 0.6057 loss_ce_1: 0.5056 loss_bbox_1: 0.2724 loss_giou_1: 0.4647 loss_ce_2: 0.4614 loss_bbox_2: 0.2425 loss_giou_2: 0.4215 loss_ce_3: 0.4456 loss_bbox_3: 0.2407 loss_giou_3: 0.4036 loss_ce_4: 0.4379 loss_bbox_4: 0.2346 loss_giou_4: 0.397 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:15] d2.utils.events INFO: eta: 1 day, 7:41:33 iter: 42579 total_loss: 7.192 loss_ce: 0.4318 loss_bbox: 0.2503 loss_giou: 0.3868 loss_ce_0: 0.5918 loss_bbox_0: 0.4083 loss_giou_0: 0.6011 loss_ce_1: 0.5156 loss_bbox_1: 0.2918 loss_giou_1: 0.4417 loss_ce_2: 0.4648 loss_bbox_2: 0.2627 loss_giou_2: 0.4028 loss_ce_3: 0.4432 loss_bbox_3: 0.2485 loss_giou_3: 0.3944 loss_ce_4: 0.4362 loss_bbox_4: 0.2511 loss_giou_4: 0.387 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:21] d2.utils.events INFO: eta: 1 day, 7:40:19 iter: 42599 total_loss: 7.252 loss_ce: 0.4441 loss_bbox: 0.232 loss_giou: 0.406 loss_ce_0: 0.5974 loss_bbox_0: 0.4027 loss_giou_0: 0.5996 loss_ce_1: 0.5065 loss_bbox_1: 0.2834 loss_giou_1: 0.4612 loss_ce_2: 0.4624 loss_bbox_2: 0.254 loss_giou_2: 0.431 loss_ce_3: 0.4625 loss_bbox_3: 0.2436 loss_giou_3: 0.4132 loss_ce_4: 0.4414 loss_bbox_4: 0.2372 loss_giou_4: 0.4083 time: 0.2801 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:26] d2.utils.events INFO: eta: 1 day, 7:41:06 iter: 42619 total_loss: 7.253 loss_ce: 0.4087 loss_bbox: 0.241 loss_giou: 0.4217 loss_ce_0: 0.5714 loss_bbox_0: 0.3987 loss_giou_0: 0.6283 loss_ce_1: 0.4847 loss_bbox_1: 0.2829 loss_giou_1: 0.48 loss_ce_2: 0.4424 loss_bbox_2: 0.2545 loss_giou_2: 0.4475 loss_ce_3: 0.4163 loss_bbox_3: 0.2519 loss_giou_3: 0.4297 loss_ce_4: 0.4207 loss_bbox_4: 0.2491 loss_giou_4: 0.424 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:32] d2.utils.events INFO: eta: 1 day, 7:41:07 iter: 42639 total_loss: 7.278 loss_ce: 0.4285 loss_bbox: 0.2357 loss_giou: 0.4088 loss_ce_0: 0.5954 loss_bbox_0: 0.4059 loss_giou_0: 0.5975 loss_ce_1: 0.4982 loss_bbox_1: 0.2824 loss_giou_1: 0.4647 loss_ce_2: 0.4479 loss_bbox_2: 0.2513 loss_giou_2: 0.427 loss_ce_3: 0.4334 loss_bbox_3: 0.2439 loss_giou_3: 0.4137 loss_ce_4: 0.4336 loss_bbox_4: 0.237 loss_giou_4: 0.4103 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:38] d2.utils.events INFO: eta: 1 day, 7:41:02 iter: 42659 total_loss: 7.457 loss_ce: 0.4541 loss_bbox: 0.2434 loss_giou: 0.4169 loss_ce_0: 0.6135 loss_bbox_0: 0.407 loss_giou_0: 0.598 loss_ce_1: 0.5074 loss_bbox_1: 0.2891 loss_giou_1: 0.4693 loss_ce_2: 0.4761 loss_bbox_2: 0.2596 loss_giou_2: 0.4334 loss_ce_3: 0.4533 loss_bbox_3: 0.2548 loss_giou_3: 0.4253 loss_ce_4: 0.4515 loss_bbox_4: 0.2454 loss_giou_4: 0.426 time: 0.2801 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:43] d2.utils.events INFO: eta: 1 day, 7:41:42 iter: 42679 total_loss: 6.922 loss_ce: 0.4084 loss_bbox: 0.2314 loss_giou: 0.3748 loss_ce_0: 0.5695 loss_bbox_0: 0.3865 loss_giou_0: 0.5666 loss_ce_1: 0.4877 loss_bbox_1: 0.275 loss_giou_1: 0.4272 loss_ce_2: 0.433 loss_bbox_2: 0.2451 loss_giou_2: 0.3955 loss_ce_3: 0.4211 loss_bbox_3: 0.238 loss_giou_3: 0.3834 loss_ce_4: 0.4209 loss_bbox_4: 0.236 loss_giou_4: 0.3802 time: 0.2801 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:49] d2.utils.events INFO: eta: 1 day, 7:43:20 iter: 42699 total_loss: 6.983 loss_ce: 0.4298 loss_bbox: 0.2208 loss_giou: 0.3845 loss_ce_0: 0.5839 loss_bbox_0: 0.3701 loss_giou_0: 0.5985 loss_ce_1: 0.5006 loss_bbox_1: 0.2734 loss_giou_1: 0.4566 loss_ce_2: 0.4544 loss_bbox_2: 0.2368 loss_giou_2: 0.4125 loss_ce_3: 0.4214 loss_bbox_3: 0.2266 loss_giou_3: 0.3996 loss_ce_4: 0.4219 loss_bbox_4: 0.2221 loss_giou_4: 0.392 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 16:39:55] d2.utils.events INFO: eta: 1 day, 7:43:06 iter: 42719 total_loss: 7.017 loss_ce: 0.4278 loss_bbox: 0.2147 loss_giou: 0.3856 loss_ce_0: 0.5913 loss_bbox_0: 0.3715 loss_giou_0: 0.6155 loss_ce_1: 0.4994 loss_bbox_1: 0.2581 loss_giou_1: 0.4652 loss_ce_2: 0.4525 loss_bbox_2: 0.2326 loss_giou_2: 0.4108 loss_ce_3: 0.4268 loss_bbox_3: 0.2172 loss_giou_3: 0.3981 loss_ce_4: 0.4373 loss_bbox_4: 0.2167 loss_giou_4: 0.3869 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:01] d2.utils.events INFO: eta: 1 day, 7:43:34 iter: 42739 total_loss: 7.429 loss_ce: 0.4444 loss_bbox: 0.2378 loss_giou: 0.4002 loss_ce_0: 0.6305 loss_bbox_0: 0.4185 loss_giou_0: 0.6007 loss_ce_1: 0.532 loss_bbox_1: 0.2949 loss_giou_1: 0.459 loss_ce_2: 0.4952 loss_bbox_2: 0.2576 loss_giou_2: 0.4269 loss_ce_3: 0.4696 loss_bbox_3: 0.2431 loss_giou_3: 0.4113 loss_ce_4: 0.4514 loss_bbox_4: 0.2401 loss_giou_4: 0.4067 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:06] d2.utils.events INFO: eta: 1 day, 7:43:28 iter: 42759 total_loss: 7.021 loss_ce: 0.439 loss_bbox: 0.2427 loss_giou: 0.3598 loss_ce_0: 0.5922 loss_bbox_0: 0.3804 loss_giou_0: 0.5593 loss_ce_1: 0.5138 loss_bbox_1: 0.2718 loss_giou_1: 0.4093 loss_ce_2: 0.4642 loss_bbox_2: 0.2609 loss_giou_2: 0.3753 loss_ce_3: 0.4475 loss_bbox_3: 0.2492 loss_giou_3: 0.365 loss_ce_4: 0.4392 loss_bbox_4: 0.2437 loss_giou_4: 0.3602 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:12] d2.utils.events INFO: eta: 1 day, 7:43:32 iter: 42779 total_loss: 7.202 loss_ce: 0.4521 loss_bbox: 0.219 loss_giou: 0.3907 loss_ce_0: 0.5845 loss_bbox_0: 0.3699 loss_giou_0: 0.6065 loss_ce_1: 0.502 loss_bbox_1: 0.2619 loss_giou_1: 0.4556 loss_ce_2: 0.4629 loss_bbox_2: 0.2274 loss_giou_2: 0.4045 loss_ce_3: 0.4462 loss_bbox_3: 0.2199 loss_giou_3: 0.389 loss_ce_4: 0.4457 loss_bbox_4: 0.2175 loss_giou_4: 0.3869 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:18] d2.utils.events INFO: eta: 1 day, 7:43:40 iter: 42799 total_loss: 7.205 loss_ce: 0.4239 loss_bbox: 0.2339 loss_giou: 0.415 loss_ce_0: 0.5869 loss_bbox_0: 0.3889 loss_giou_0: 0.6109 loss_ce_1: 0.4815 loss_bbox_1: 0.2697 loss_giou_1: 0.4639 loss_ce_2: 0.4525 loss_bbox_2: 0.2478 loss_giou_2: 0.4389 loss_ce_3: 0.4227 loss_bbox_3: 0.2386 loss_giou_3: 0.4235 loss_ce_4: 0.4257 loss_bbox_4: 0.2368 loss_giou_4: 0.4175 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:23] d2.utils.events INFO: eta: 1 day, 7:43:21 iter: 42819 total_loss: 7.133 loss_ce: 0.4366 loss_bbox: 0.2134 loss_giou: 0.4043 loss_ce_0: 0.6159 loss_bbox_0: 0.3916 loss_giou_0: 0.6225 loss_ce_1: 0.5174 loss_bbox_1: 0.2629 loss_giou_1: 0.4796 loss_ce_2: 0.461 loss_bbox_2: 0.2293 loss_giou_2: 0.4324 loss_ce_3: 0.4434 loss_bbox_3: 0.2194 loss_giou_3: 0.4182 loss_ce_4: 0.4397 loss_bbox_4: 0.2177 loss_giou_4: 0.4091 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:29] d2.utils.events INFO: eta: 1 day, 7:43:16 iter: 42839 total_loss: 7.398 loss_ce: 0.4481 loss_bbox: 0.2408 loss_giou: 0.4027 loss_ce_0: 0.6021 loss_bbox_0: 0.3899 loss_giou_0: 0.6162 loss_ce_1: 0.5104 loss_bbox_1: 0.2817 loss_giou_1: 0.463 loss_ce_2: 0.4727 loss_bbox_2: 0.255 loss_giou_2: 0.4179 loss_ce_3: 0.4509 loss_bbox_3: 0.2502 loss_giou_3: 0.4053 loss_ce_4: 0.4498 loss_bbox_4: 0.243 loss_giou_4: 0.4024 time: 0.2801 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:35] d2.utils.events INFO: eta: 1 day, 7:43:10 iter: 42859 total_loss: 7.258 loss_ce: 0.4245 loss_bbox: 0.2438 loss_giou: 0.4057 loss_ce_0: 0.6043 loss_bbox_0: 0.3941 loss_giou_0: 0.6014 loss_ce_1: 0.4926 loss_bbox_1: 0.2834 loss_giou_1: 0.4506 loss_ce_2: 0.4428 loss_bbox_2: 0.2676 loss_giou_2: 0.4218 loss_ce_3: 0.4321 loss_bbox_3: 0.2534 loss_giou_3: 0.4106 loss_ce_4: 0.4221 loss_bbox_4: 0.2473 loss_giou_4: 0.4124 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:40] d2.utils.events INFO: eta: 1 day, 7:43:10 iter: 42879 total_loss: 7.414 loss_ce: 0.4278 loss_bbox: 0.2272 loss_giou: 0.3969 loss_ce_0: 0.5959 loss_bbox_0: 0.3922 loss_giou_0: 0.6017 loss_ce_1: 0.5007 loss_bbox_1: 0.2712 loss_giou_1: 0.4558 loss_ce_2: 0.4541 loss_bbox_2: 0.2456 loss_giou_2: 0.4141 loss_ce_3: 0.4318 loss_bbox_3: 0.2327 loss_giou_3: 0.4007 loss_ce_4: 0.4297 loss_bbox_4: 0.2304 loss_giou_4: 0.3984 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:46] d2.utils.events INFO: eta: 1 day, 7:43:05 iter: 42899 total_loss: 6.968 loss_ce: 0.4282 loss_bbox: 0.2208 loss_giou: 0.3891 loss_ce_0: 0.5957 loss_bbox_0: 0.3891 loss_giou_0: 0.5866 loss_ce_1: 0.495 loss_bbox_1: 0.2692 loss_giou_1: 0.4408 loss_ce_2: 0.4505 loss_bbox_2: 0.2397 loss_giou_2: 0.4114 loss_ce_3: 0.4311 loss_bbox_3: 0.2281 loss_giou_3: 0.3977 loss_ce_4: 0.4334 loss_bbox_4: 0.2235 loss_giou_4: 0.3915 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:52] d2.utils.events INFO: eta: 1 day, 7:42:53 iter: 42919 total_loss: 7.024 loss_ce: 0.4105 loss_bbox: 0.2201 loss_giou: 0.3737 loss_ce_0: 0.5888 loss_bbox_0: 0.39 loss_giou_0: 0.5866 loss_ce_1: 0.4862 loss_bbox_1: 0.2651 loss_giou_1: 0.4292 loss_ce_2: 0.4358 loss_bbox_2: 0.2474 loss_giou_2: 0.3921 loss_ce_3: 0.4115 loss_bbox_3: 0.2352 loss_giou_3: 0.3807 loss_ce_4: 0.4035 loss_bbox_4: 0.231 loss_giou_4: 0.3786 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 16:40:57] d2.utils.events INFO: eta: 1 day, 7:43:10 iter: 42939 total_loss: 7.213 loss_ce: 0.4532 loss_bbox: 0.2571 loss_giou: 0.4125 loss_ce_0: 0.5952 loss_bbox_0: 0.4044 loss_giou_0: 0.6104 loss_ce_1: 0.5037 loss_bbox_1: 0.2936 loss_giou_1: 0.4583 loss_ce_2: 0.4733 loss_bbox_2: 0.2669 loss_giou_2: 0.4228 loss_ce_3: 0.4472 loss_bbox_3: 0.2666 loss_giou_3: 0.4155 loss_ce_4: 0.4479 loss_bbox_4: 0.2604 loss_giou_4: 0.4131 time: 0.2801 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:03] d2.utils.events INFO: eta: 1 day, 7:43:16 iter: 42959 total_loss: 7.133 loss_ce: 0.441 loss_bbox: 0.2345 loss_giou: 0.395 loss_ce_0: 0.5977 loss_bbox_0: 0.3914 loss_giou_0: 0.5982 loss_ce_1: 0.5067 loss_bbox_1: 0.2763 loss_giou_1: 0.4618 loss_ce_2: 0.4585 loss_bbox_2: 0.2532 loss_giou_2: 0.4195 loss_ce_3: 0.4399 loss_bbox_3: 0.2406 loss_giou_3: 0.4063 loss_ce_4: 0.4361 loss_bbox_4: 0.2409 loss_giou_4: 0.4016 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:09] d2.utils.events INFO: eta: 1 day, 7:43:28 iter: 42979 total_loss: 6.858 loss_ce: 0.4003 loss_bbox: 0.2256 loss_giou: 0.3796 loss_ce_0: 0.5753 loss_bbox_0: 0.3791 loss_giou_0: 0.6074 loss_ce_1: 0.472 loss_bbox_1: 0.2675 loss_giou_1: 0.4414 loss_ce_2: 0.4188 loss_bbox_2: 0.2366 loss_giou_2: 0.3962 loss_ce_3: 0.4008 loss_bbox_3: 0.2254 loss_giou_3: 0.3813 loss_ce_4: 0.4034 loss_bbox_4: 0.2225 loss_giou_4: 0.3792 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:14] d2.utils.events INFO: eta: 1 day, 7:43:42 iter: 42999 total_loss: 6.855 loss_ce: 0.3957 loss_bbox: 0.2231 loss_giou: 0.3691 loss_ce_0: 0.5717 loss_bbox_0: 0.3943 loss_giou_0: 0.5903 loss_ce_1: 0.479 loss_bbox_1: 0.2655 loss_giou_1: 0.4389 loss_ce_2: 0.436 loss_bbox_2: 0.2395 loss_giou_2: 0.3917 loss_ce_3: 0.4076 loss_bbox_3: 0.2275 loss_giou_3: 0.3782 loss_ce_4: 0.4013 loss_bbox_4: 0.2253 loss_giou_4: 0.3722 time: 0.2801 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:20] d2.utils.events INFO: eta: 1 day, 7:43:36 iter: 43019 total_loss: 6.869 loss_ce: 0.4196 loss_bbox: 0.2338 loss_giou: 0.3891 loss_ce_0: 0.5683 loss_bbox_0: 0.3803 loss_giou_0: 0.5778 loss_ce_1: 0.4786 loss_bbox_1: 0.2663 loss_giou_1: 0.4418 loss_ce_2: 0.4367 loss_bbox_2: 0.2509 loss_giou_2: 0.4103 loss_ce_3: 0.4249 loss_bbox_3: 0.2385 loss_giou_3: 0.3942 loss_ce_4: 0.4222 loss_bbox_4: 0.2374 loss_giou_4: 0.3951 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:26] d2.utils.events INFO: eta: 1 day, 7:43:31 iter: 43039 total_loss: 7.002 loss_ce: 0.401 loss_bbox: 0.2246 loss_giou: 0.4005 loss_ce_0: 0.5658 loss_bbox_0: 0.3701 loss_giou_0: 0.6356 loss_ce_1: 0.4832 loss_bbox_1: 0.271 loss_giou_1: 0.471 loss_ce_2: 0.4296 loss_bbox_2: 0.2467 loss_giou_2: 0.4343 loss_ce_3: 0.4043 loss_bbox_3: 0.2322 loss_giou_3: 0.4123 loss_ce_4: 0.3959 loss_bbox_4: 0.2223 loss_giou_4: 0.4041 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:31] d2.utils.events INFO: eta: 1 day, 7:43:20 iter: 43059 total_loss: 7.443 loss_ce: 0.4649 loss_bbox: 0.2454 loss_giou: 0.3882 loss_ce_0: 0.6273 loss_bbox_0: 0.4114 loss_giou_0: 0.609 loss_ce_1: 0.5264 loss_bbox_1: 0.297 loss_giou_1: 0.4599 loss_ce_2: 0.4794 loss_bbox_2: 0.2703 loss_giou_2: 0.4114 loss_ce_3: 0.4647 loss_bbox_3: 0.2508 loss_giou_3: 0.3999 loss_ce_4: 0.4595 loss_bbox_4: 0.2443 loss_giou_4: 0.3878 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:37] d2.utils.events INFO: eta: 1 day, 7:43:27 iter: 43079 total_loss: 7.65 loss_ce: 0.4475 loss_bbox: 0.2533 loss_giou: 0.4008 loss_ce_0: 0.6288 loss_bbox_0: 0.4299 loss_giou_0: 0.597 loss_ce_1: 0.532 loss_bbox_1: 0.3043 loss_giou_1: 0.4636 loss_ce_2: 0.4683 loss_bbox_2: 0.2735 loss_giou_2: 0.4259 loss_ce_3: 0.4501 loss_bbox_3: 0.2608 loss_giou_3: 0.4071 loss_ce_4: 0.4529 loss_bbox_4: 0.2619 loss_giou_4: 0.4072 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:43] d2.utils.events INFO: eta: 1 day, 7:43:27 iter: 43099 total_loss: 7.105 loss_ce: 0.4249 loss_bbox: 0.23 loss_giou: 0.3723 loss_ce_0: 0.5901 loss_bbox_0: 0.4105 loss_giou_0: 0.5973 loss_ce_1: 0.4934 loss_bbox_1: 0.2861 loss_giou_1: 0.4423 loss_ce_2: 0.4521 loss_bbox_2: 0.2457 loss_giou_2: 0.3905 loss_ce_3: 0.4384 loss_bbox_3: 0.2354 loss_giou_3: 0.3822 loss_ce_4: 0.4243 loss_bbox_4: 0.2359 loss_giou_4: 0.3726 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:48] d2.utils.events INFO: eta: 1 day, 7:43:42 iter: 43119 total_loss: 6.951 loss_ce: 0.4347 loss_bbox: 0.2478 loss_giou: 0.3886 loss_ce_0: 0.5908 loss_bbox_0: 0.4066 loss_giou_0: 0.5911 loss_ce_1: 0.4975 loss_bbox_1: 0.3017 loss_giou_1: 0.4502 loss_ce_2: 0.4546 loss_bbox_2: 0.2627 loss_giou_2: 0.4084 loss_ce_3: 0.4345 loss_bbox_3: 0.2529 loss_giou_3: 0.394 loss_ce_4: 0.4336 loss_bbox_4: 0.2501 loss_giou_4: 0.3914 time: 0.2801 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 16:41:54] d2.utils.events INFO: eta: 1 day, 7:43:37 iter: 43139 total_loss: 7.591 loss_ce: 0.4381 loss_bbox: 0.2611 loss_giou: 0.4163 loss_ce_0: 0.6156 loss_bbox_0: 0.424 loss_giou_0: 0.6183 loss_ce_1: 0.5148 loss_bbox_1: 0.3084 loss_giou_1: 0.4684 loss_ce_2: 0.4772 loss_bbox_2: 0.273 loss_giou_2: 0.4244 loss_ce_3: 0.4502 loss_bbox_3: 0.2663 loss_giou_3: 0.4224 loss_ce_4: 0.4459 loss_bbox_4: 0.2599 loss_giou_4: 0.4219 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:00] d2.utils.events INFO: eta: 1 day, 7:44:05 iter: 43159 total_loss: 6.906 loss_ce: 0.4209 loss_bbox: 0.2504 loss_giou: 0.3913 loss_ce_0: 0.5964 loss_bbox_0: 0.4046 loss_giou_0: 0.5793 loss_ce_1: 0.4935 loss_bbox_1: 0.2825 loss_giou_1: 0.4345 loss_ce_2: 0.4501 loss_bbox_2: 0.259 loss_giou_2: 0.4076 loss_ce_3: 0.4296 loss_bbox_3: 0.2527 loss_giou_3: 0.4009 loss_ce_4: 0.4164 loss_bbox_4: 0.2525 loss_giou_4: 0.3929 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:05] d2.utils.events INFO: eta: 1 day, 7:44:14 iter: 43179 total_loss: 6.804 loss_ce: 0.3948 loss_bbox: 0.2373 loss_giou: 0.3905 loss_ce_0: 0.5721 loss_bbox_0: 0.3842 loss_giou_0: 0.6154 loss_ce_1: 0.4727 loss_bbox_1: 0.2712 loss_giou_1: 0.4487 loss_ce_2: 0.4399 loss_bbox_2: 0.243 loss_giou_2: 0.4067 loss_ce_3: 0.3975 loss_bbox_3: 0.244 loss_giou_3: 0.3991 loss_ce_4: 0.3947 loss_bbox_4: 0.2377 loss_giou_4: 0.3935 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:11] d2.utils.events INFO: eta: 1 day, 7:44:08 iter: 43199 total_loss: 6.956 loss_ce: 0.4269 loss_bbox: 0.2464 loss_giou: 0.3925 loss_ce_0: 0.5975 loss_bbox_0: 0.4052 loss_giou_0: 0.599 loss_ce_1: 0.5037 loss_bbox_1: 0.2866 loss_giou_1: 0.4517 loss_ce_2: 0.4507 loss_bbox_2: 0.2536 loss_giou_2: 0.4121 loss_ce_3: 0.4221 loss_bbox_3: 0.2504 loss_giou_3: 0.4019 loss_ce_4: 0.4211 loss_bbox_4: 0.2464 loss_giou_4: 0.3903 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:17] d2.utils.events INFO: eta: 1 day, 7:44:08 iter: 43219 total_loss: 7.341 loss_ce: 0.4187 loss_bbox: 0.2322 loss_giou: 0.414 loss_ce_0: 0.5865 loss_bbox_0: 0.396 loss_giou_0: 0.6181 loss_ce_1: 0.4995 loss_bbox_1: 0.2713 loss_giou_1: 0.4744 loss_ce_2: 0.4578 loss_bbox_2: 0.2447 loss_giou_2: 0.4321 loss_ce_3: 0.4328 loss_bbox_3: 0.2304 loss_giou_3: 0.4259 loss_ce_4: 0.4285 loss_bbox_4: 0.2344 loss_giou_4: 0.4192 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:23] d2.utils.events INFO: eta: 1 day, 7:44:20 iter: 43239 total_loss: 7.265 loss_ce: 0.4256 loss_bbox: 0.2316 loss_giou: 0.4133 loss_ce_0: 0.5832 loss_bbox_0: 0.3878 loss_giou_0: 0.5723 loss_ce_1: 0.491 loss_bbox_1: 0.2758 loss_giou_1: 0.4538 loss_ce_2: 0.4491 loss_bbox_2: 0.2448 loss_giou_2: 0.4284 loss_ce_3: 0.4309 loss_bbox_3: 0.2377 loss_giou_3: 0.4148 loss_ce_4: 0.4169 loss_bbox_4: 0.2333 loss_giou_4: 0.4169 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:28] d2.utils.events INFO: eta: 1 day, 7:43:56 iter: 43259 total_loss: 6.747 loss_ce: 0.4006 loss_bbox: 0.2295 loss_giou: 0.3737 loss_ce_0: 0.5715 loss_bbox_0: 0.3929 loss_giou_0: 0.595 loss_ce_1: 0.4684 loss_bbox_1: 0.2585 loss_giou_1: 0.4198 loss_ce_2: 0.427 loss_bbox_2: 0.2389 loss_giou_2: 0.3902 loss_ce_3: 0.3988 loss_bbox_3: 0.2351 loss_giou_3: 0.3805 loss_ce_4: 0.3986 loss_bbox_4: 0.2342 loss_giou_4: 0.3759 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:34] d2.utils.events INFO: eta: 1 day, 7:43:31 iter: 43279 total_loss: 6.94 loss_ce: 0.4239 loss_bbox: 0.2305 loss_giou: 0.3856 loss_ce_0: 0.5681 loss_bbox_0: 0.3922 loss_giou_0: 0.5826 loss_ce_1: 0.4845 loss_bbox_1: 0.2673 loss_giou_1: 0.4469 loss_ce_2: 0.4323 loss_bbox_2: 0.238 loss_giou_2: 0.3964 loss_ce_3: 0.4234 loss_bbox_3: 0.2285 loss_giou_3: 0.3914 loss_ce_4: 0.4147 loss_bbox_4: 0.2388 loss_giou_4: 0.3876 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:39] d2.utils.events INFO: eta: 1 day, 7:43:26 iter: 43299 total_loss: 7.283 loss_ce: 0.4075 loss_bbox: 0.2418 loss_giou: 0.4193 loss_ce_0: 0.5756 loss_bbox_0: 0.4007 loss_giou_0: 0.6086 loss_ce_1: 0.478 loss_bbox_1: 0.2911 loss_giou_1: 0.4619 loss_ce_2: 0.4269 loss_bbox_2: 0.26 loss_giou_2: 0.4311 loss_ce_3: 0.4203 loss_bbox_3: 0.249 loss_giou_3: 0.4264 loss_ce_4: 0.4094 loss_bbox_4: 0.2458 loss_giou_4: 0.4222 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:45] d2.utils.events INFO: eta: 1 day, 7:43:20 iter: 43319 total_loss: 7.116 loss_ce: 0.42 loss_bbox: 0.216 loss_giou: 0.3866 loss_ce_0: 0.6109 loss_bbox_0: 0.3785 loss_giou_0: 0.5929 loss_ce_1: 0.5012 loss_bbox_1: 0.2616 loss_giou_1: 0.4479 loss_ce_2: 0.4617 loss_bbox_2: 0.2297 loss_giou_2: 0.4075 loss_ce_3: 0.4356 loss_bbox_3: 0.2205 loss_giou_3: 0.3978 loss_ce_4: 0.4261 loss_bbox_4: 0.2134 loss_giou_4: 0.3922 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:51] d2.utils.events INFO: eta: 1 day, 7:43:04 iter: 43339 total_loss: 7.163 loss_ce: 0.4448 loss_bbox: 0.2389 loss_giou: 0.3907 loss_ce_0: 0.598 loss_bbox_0: 0.4059 loss_giou_0: 0.6173 loss_ce_1: 0.5026 loss_bbox_1: 0.2766 loss_giou_1: 0.45 loss_ce_2: 0.4715 loss_bbox_2: 0.2572 loss_giou_2: 0.4108 loss_ce_3: 0.4525 loss_bbox_3: 0.2483 loss_giou_3: 0.3969 loss_ce_4: 0.4464 loss_bbox_4: 0.2425 loss_giou_4: 0.3952 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 16:42:56] d2.utils.events INFO: eta: 1 day, 7:42:55 iter: 43359 total_loss: 7.134 loss_ce: 0.4252 loss_bbox: 0.2224 loss_giou: 0.3821 loss_ce_0: 0.5803 loss_bbox_0: 0.3794 loss_giou_0: 0.5762 loss_ce_1: 0.4677 loss_bbox_1: 0.2624 loss_giou_1: 0.4403 loss_ce_2: 0.4386 loss_bbox_2: 0.2414 loss_giou_2: 0.4039 loss_ce_3: 0.4202 loss_bbox_3: 0.231 loss_giou_3: 0.3932 loss_ce_4: 0.4186 loss_bbox_4: 0.2296 loss_giou_4: 0.3822 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:02] d2.utils.events INFO: eta: 1 day, 7:43:03 iter: 43379 total_loss: 7.326 loss_ce: 0.432 loss_bbox: 0.2467 loss_giou: 0.4106 loss_ce_0: 0.5938 loss_bbox_0: 0.4075 loss_giou_0: 0.6147 loss_ce_1: 0.5019 loss_bbox_1: 0.2883 loss_giou_1: 0.4714 loss_ce_2: 0.4672 loss_bbox_2: 0.2642 loss_giou_2: 0.4322 loss_ce_3: 0.4432 loss_bbox_3: 0.2517 loss_giou_3: 0.4194 loss_ce_4: 0.4415 loss_bbox_4: 0.2442 loss_giou_4: 0.4103 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:08] d2.utils.events INFO: eta: 1 day, 7:42:47 iter: 43399 total_loss: 7.162 loss_ce: 0.4205 loss_bbox: 0.2375 loss_giou: 0.4086 loss_ce_0: 0.5864 loss_bbox_0: 0.3789 loss_giou_0: 0.6153 loss_ce_1: 0.4842 loss_bbox_1: 0.2667 loss_giou_1: 0.4597 loss_ce_2: 0.45 loss_bbox_2: 0.248 loss_giou_2: 0.4338 loss_ce_3: 0.4225 loss_bbox_3: 0.2427 loss_giou_3: 0.4195 loss_ce_4: 0.4163 loss_bbox_4: 0.2384 loss_giou_4: 0.4113 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:13] d2.utils.events INFO: eta: 1 day, 7:43:29 iter: 43419 total_loss: 7.117 loss_ce: 0.4193 loss_bbox: 0.2461 loss_giou: 0.4237 loss_ce_0: 0.6031 loss_bbox_0: 0.4077 loss_giou_0: 0.6123 loss_ce_1: 0.4929 loss_bbox_1: 0.2835 loss_giou_1: 0.4641 loss_ce_2: 0.443 loss_bbox_2: 0.2544 loss_giou_2: 0.4306 loss_ce_3: 0.4269 loss_bbox_3: 0.2488 loss_giou_3: 0.4276 loss_ce_4: 0.4236 loss_bbox_4: 0.2442 loss_giou_4: 0.4238 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:19] d2.utils.events INFO: eta: 1 day, 7:43:31 iter: 43439 total_loss: 7.202 loss_ce: 0.4147 loss_bbox: 0.2392 loss_giou: 0.3824 loss_ce_0: 0.5729 loss_bbox_0: 0.4112 loss_giou_0: 0.5772 loss_ce_1: 0.4813 loss_bbox_1: 0.2806 loss_giou_1: 0.4414 loss_ce_2: 0.4378 loss_bbox_2: 0.2527 loss_giou_2: 0.399 loss_ce_3: 0.4101 loss_bbox_3: 0.2427 loss_giou_3: 0.3839 loss_ce_4: 0.4077 loss_bbox_4: 0.2332 loss_giou_4: 0.3771 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:25] d2.utils.events INFO: eta: 1 day, 7:43:01 iter: 43459 total_loss: 7.563 loss_ce: 0.4334 loss_bbox: 0.2632 loss_giou: 0.4133 loss_ce_0: 0.5985 loss_bbox_0: 0.435 loss_giou_0: 0.603 loss_ce_1: 0.5077 loss_bbox_1: 0.3035 loss_giou_1: 0.4725 loss_ce_2: 0.4632 loss_bbox_2: 0.2846 loss_giou_2: 0.4308 loss_ce_3: 0.4315 loss_bbox_3: 0.272 loss_giou_3: 0.4247 loss_ce_4: 0.4339 loss_bbox_4: 0.2687 loss_giou_4: 0.412 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:30] d2.utils.events INFO: eta: 1 day, 7:42:50 iter: 43479 total_loss: 7.223 loss_ce: 0.4331 loss_bbox: 0.232 loss_giou: 0.3901 loss_ce_0: 0.5989 loss_bbox_0: 0.405 loss_giou_0: 0.5965 loss_ce_1: 0.4959 loss_bbox_1: 0.2858 loss_giou_1: 0.4538 loss_ce_2: 0.4525 loss_bbox_2: 0.2513 loss_giou_2: 0.409 loss_ce_3: 0.4413 loss_bbox_3: 0.2353 loss_giou_3: 0.4 loss_ce_4: 0.442 loss_bbox_4: 0.236 loss_giou_4: 0.393 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:36] d2.utils.events INFO: eta: 1 day, 7:42:44 iter: 43499 total_loss: 7.172 loss_ce: 0.4319 loss_bbox: 0.2434 loss_giou: 0.395 loss_ce_0: 0.6162 loss_bbox_0: 0.3985 loss_giou_0: 0.588 loss_ce_1: 0.5131 loss_bbox_1: 0.2838 loss_giou_1: 0.4507 loss_ce_2: 0.463 loss_bbox_2: 0.2533 loss_giou_2: 0.4155 loss_ce_3: 0.4431 loss_bbox_3: 0.2492 loss_giou_3: 0.4049 loss_ce_4: 0.4366 loss_bbox_4: 0.2431 loss_giou_4: 0.401 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:42] d2.utils.events INFO: eta: 1 day, 7:41:52 iter: 43519 total_loss: 6.893 loss_ce: 0.4248 loss_bbox: 0.2301 loss_giou: 0.358 loss_ce_0: 0.5692 loss_bbox_0: 0.3873 loss_giou_0: 0.5516 loss_ce_1: 0.4901 loss_bbox_1: 0.2691 loss_giou_1: 0.3932 loss_ce_2: 0.4446 loss_bbox_2: 0.2426 loss_giou_2: 0.3729 loss_ce_3: 0.4315 loss_bbox_3: 0.2381 loss_giou_3: 0.3628 loss_ce_4: 0.4188 loss_bbox_4: 0.2341 loss_giou_4: 0.3632 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:47] d2.utils.events INFO: eta: 1 day, 7:41:29 iter: 43539 total_loss: 6.86 loss_ce: 0.408 loss_bbox: 0.2345 loss_giou: 0.3899 loss_ce_0: 0.5607 loss_bbox_0: 0.3772 loss_giou_0: 0.6009 loss_ce_1: 0.467 loss_bbox_1: 0.2692 loss_giou_1: 0.4478 loss_ce_2: 0.4348 loss_bbox_2: 0.2362 loss_giou_2: 0.4149 loss_ce_3: 0.421 loss_bbox_3: 0.2292 loss_giou_3: 0.4032 loss_ce_4: 0.4115 loss_bbox_4: 0.2279 loss_giou_4: 0.3906 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:53] d2.utils.events INFO: eta: 1 day, 7:41:22 iter: 43559 total_loss: 7.452 loss_ce: 0.4513 loss_bbox: 0.2316 loss_giou: 0.4188 loss_ce_0: 0.6133 loss_bbox_0: 0.3852 loss_giou_0: 0.6322 loss_ce_1: 0.5085 loss_bbox_1: 0.27 loss_giou_1: 0.4771 loss_ce_2: 0.477 loss_bbox_2: 0.2475 loss_giou_2: 0.4319 loss_ce_3: 0.4465 loss_bbox_3: 0.2348 loss_giou_3: 0.4212 loss_ce_4: 0.457 loss_bbox_4: 0.2302 loss_giou_4: 0.4195 time: 0.2801 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/02 16:43:59] d2.utils.events INFO: eta: 1 day, 7:41:04 iter: 43579 total_loss: 7.007 loss_ce: 0.4136 loss_bbox: 0.2214 loss_giou: 0.3919 loss_ce_0: 0.5928 loss_bbox_0: 0.3857 loss_giou_0: 0.6224 loss_ce_1: 0.4874 loss_bbox_1: 0.2619 loss_giou_1: 0.4445 loss_ce_2: 0.4441 loss_bbox_2: 0.2341 loss_giou_2: 0.415 loss_ce_3: 0.4231 loss_bbox_3: 0.2308 loss_giou_3: 0.3981 loss_ce_4: 0.4174 loss_bbox_4: 0.2257 loss_giou_4: 0.3935 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:04] d2.utils.events INFO: eta: 1 day, 7:41:13 iter: 43599 total_loss: 7.164 loss_ce: 0.451 loss_bbox: 0.2425 loss_giou: 0.384 loss_ce_0: 0.591 loss_bbox_0: 0.4043 loss_giou_0: 0.5913 loss_ce_1: 0.5062 loss_bbox_1: 0.2739 loss_giou_1: 0.4463 loss_ce_2: 0.4651 loss_bbox_2: 0.2505 loss_giou_2: 0.403 loss_ce_3: 0.4537 loss_bbox_3: 0.2442 loss_giou_3: 0.388 loss_ce_4: 0.4418 loss_bbox_4: 0.2424 loss_giou_4: 0.3853 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:10] d2.utils.events INFO: eta: 1 day, 7:41:07 iter: 43619 total_loss: 7.304 loss_ce: 0.4357 loss_bbox: 0.2485 loss_giou: 0.4004 loss_ce_0: 0.5869 loss_bbox_0: 0.4036 loss_giou_0: 0.6087 loss_ce_1: 0.5106 loss_bbox_1: 0.2859 loss_giou_1: 0.4664 loss_ce_2: 0.4673 loss_bbox_2: 0.2515 loss_giou_2: 0.4265 loss_ce_3: 0.4497 loss_bbox_3: 0.2575 loss_giou_3: 0.4143 loss_ce_4: 0.4373 loss_bbox_4: 0.2519 loss_giou_4: 0.4033 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:16] d2.utils.events INFO: eta: 1 day, 7:41:36 iter: 43639 total_loss: 7.487 loss_ce: 0.4323 loss_bbox: 0.2319 loss_giou: 0.4095 loss_ce_0: 0.5951 loss_bbox_0: 0.4099 loss_giou_0: 0.6347 loss_ce_1: 0.4985 loss_bbox_1: 0.2831 loss_giou_1: 0.4746 loss_ce_2: 0.4618 loss_bbox_2: 0.2564 loss_giou_2: 0.4397 loss_ce_3: 0.4379 loss_bbox_3: 0.244 loss_giou_3: 0.4249 loss_ce_4: 0.4352 loss_bbox_4: 0.235 loss_giou_4: 0.4132 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:22] d2.utils.events INFO: eta: 1 day, 7:41:26 iter: 43659 total_loss: 7.03 loss_ce: 0.4118 loss_bbox: 0.2115 loss_giou: 0.4095 loss_ce_0: 0.5865 loss_bbox_0: 0.3823 loss_giou_0: 0.634 loss_ce_1: 0.4841 loss_bbox_1: 0.2615 loss_giou_1: 0.4661 loss_ce_2: 0.4374 loss_bbox_2: 0.2393 loss_giou_2: 0.4309 loss_ce_3: 0.4202 loss_bbox_3: 0.2225 loss_giou_3: 0.4154 loss_ce_4: 0.409 loss_bbox_4: 0.2164 loss_giou_4: 0.4072 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:27] d2.utils.events INFO: eta: 1 day, 7:41:39 iter: 43679 total_loss: 7.077 loss_ce: 0.4306 loss_bbox: 0.2278 loss_giou: 0.3999 loss_ce_0: 0.5904 loss_bbox_0: 0.4061 loss_giou_0: 0.618 loss_ce_1: 0.5012 loss_bbox_1: 0.2698 loss_giou_1: 0.4687 loss_ce_2: 0.4525 loss_bbox_2: 0.2436 loss_giou_2: 0.4135 loss_ce_3: 0.4351 loss_bbox_3: 0.2328 loss_giou_3: 0.4129 loss_ce_4: 0.4288 loss_bbox_4: 0.228 loss_giou_4: 0.4036 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:33] d2.utils.events INFO: eta: 1 day, 7:41:33 iter: 43699 total_loss: 7.2 loss_ce: 0.4257 loss_bbox: 0.2223 loss_giou: 0.3997 loss_ce_0: 0.6133 loss_bbox_0: 0.3888 loss_giou_0: 0.6055 loss_ce_1: 0.5115 loss_bbox_1: 0.2656 loss_giou_1: 0.4626 loss_ce_2: 0.4734 loss_bbox_2: 0.2348 loss_giou_2: 0.4138 loss_ce_3: 0.4428 loss_bbox_3: 0.2291 loss_giou_3: 0.4047 loss_ce_4: 0.4267 loss_bbox_4: 0.2246 loss_giou_4: 0.4005 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:39] d2.utils.events INFO: eta: 1 day, 7:41:28 iter: 43719 total_loss: 7.708 loss_ce: 0.457 loss_bbox: 0.2512 loss_giou: 0.4248 loss_ce_0: 0.617 loss_bbox_0: 0.4305 loss_giou_0: 0.6461 loss_ce_1: 0.5177 loss_bbox_1: 0.3042 loss_giou_1: 0.4921 loss_ce_2: 0.4735 loss_bbox_2: 0.2698 loss_giou_2: 0.4422 loss_ce_3: 0.461 loss_bbox_3: 0.2608 loss_giou_3: 0.4297 loss_ce_4: 0.4528 loss_bbox_4: 0.2535 loss_giou_4: 0.4297 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:44] d2.utils.events INFO: eta: 1 day, 7:41:04 iter: 43739 total_loss: 7.288 loss_ce: 0.44 loss_bbox: 0.2394 loss_giou: 0.3987 loss_ce_0: 0.6077 loss_bbox_0: 0.3699 loss_giou_0: 0.6082 loss_ce_1: 0.515 loss_bbox_1: 0.2766 loss_giou_1: 0.4578 loss_ce_2: 0.4711 loss_bbox_2: 0.2579 loss_giou_2: 0.4127 loss_ce_3: 0.4434 loss_bbox_3: 0.2489 loss_giou_3: 0.4023 loss_ce_4: 0.4489 loss_bbox_4: 0.2404 loss_giou_4: 0.4006 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:50] d2.utils.events INFO: eta: 1 day, 7:41:31 iter: 43759 total_loss: 7.242 loss_ce: 0.4387 loss_bbox: 0.2363 loss_giou: 0.3853 loss_ce_0: 0.6159 loss_bbox_0: 0.4142 loss_giou_0: 0.6081 loss_ce_1: 0.5189 loss_bbox_1: 0.2826 loss_giou_1: 0.4404 loss_ce_2: 0.4777 loss_bbox_2: 0.249 loss_giou_2: 0.4032 loss_ce_3: 0.4531 loss_bbox_3: 0.2447 loss_giou_3: 0.4022 loss_ce_4: 0.4432 loss_bbox_4: 0.2373 loss_giou_4: 0.3861 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 16:44:56] d2.utils.events INFO: eta: 1 day, 7:41:41 iter: 43779 total_loss: 7.243 loss_ce: 0.4254 loss_bbox: 0.2346 loss_giou: 0.4097 loss_ce_0: 0.5848 loss_bbox_0: 0.3822 loss_giou_0: 0.6022 loss_ce_1: 0.5007 loss_bbox_1: 0.2799 loss_giou_1: 0.464 loss_ce_2: 0.4523 loss_bbox_2: 0.2473 loss_giou_2: 0.4353 loss_ce_3: 0.4244 loss_bbox_3: 0.2364 loss_giou_3: 0.4106 loss_ce_4: 0.4161 loss_bbox_4: 0.2319 loss_giou_4: 0.4108 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:01] d2.utils.events INFO: eta: 1 day, 7:40:51 iter: 43799 total_loss: 7.019 loss_ce: 0.404 loss_bbox: 0.234 loss_giou: 0.3853 loss_ce_0: 0.5762 loss_bbox_0: 0.3842 loss_giou_0: 0.5791 loss_ce_1: 0.4768 loss_bbox_1: 0.2733 loss_giou_1: 0.4259 loss_ce_2: 0.4338 loss_bbox_2: 0.245 loss_giou_2: 0.3929 loss_ce_3: 0.4113 loss_bbox_3: 0.239 loss_giou_3: 0.3862 loss_ce_4: 0.409 loss_bbox_4: 0.2362 loss_giou_4: 0.3859 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:07] d2.utils.events INFO: eta: 1 day, 7:40:41 iter: 43819 total_loss: 7.084 loss_ce: 0.427 loss_bbox: 0.2463 loss_giou: 0.3764 loss_ce_0: 0.599 loss_bbox_0: 0.3976 loss_giou_0: 0.581 loss_ce_1: 0.4816 loss_bbox_1: 0.2827 loss_giou_1: 0.438 loss_ce_2: 0.4511 loss_bbox_2: 0.2575 loss_giou_2: 0.3956 loss_ce_3: 0.4297 loss_bbox_3: 0.2465 loss_giou_3: 0.3862 loss_ce_4: 0.4226 loss_bbox_4: 0.2457 loss_giou_4: 0.38 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:13] d2.utils.events INFO: eta: 1 day, 7:40:36 iter: 43839 total_loss: 7.402 loss_ce: 0.4461 loss_bbox: 0.2322 loss_giou: 0.4504 loss_ce_0: 0.6053 loss_bbox_0: 0.3954 loss_giou_0: 0.6495 loss_ce_1: 0.5109 loss_bbox_1: 0.2771 loss_giou_1: 0.499 loss_ce_2: 0.4615 loss_bbox_2: 0.2504 loss_giou_2: 0.4657 loss_ce_3: 0.4431 loss_bbox_3: 0.2361 loss_giou_3: 0.4584 loss_ce_4: 0.4428 loss_bbox_4: 0.2343 loss_giou_4: 0.4526 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:18] d2.utils.events INFO: eta: 1 day, 7:40:14 iter: 43859 total_loss: 7.371 loss_ce: 0.443 loss_bbox: 0.2474 loss_giou: 0.4029 loss_ce_0: 0.6046 loss_bbox_0: 0.4133 loss_giou_0: 0.6215 loss_ce_1: 0.511 loss_bbox_1: 0.2757 loss_giou_1: 0.4709 loss_ce_2: 0.4729 loss_bbox_2: 0.256 loss_giou_2: 0.4325 loss_ce_3: 0.4561 loss_bbox_3: 0.2493 loss_giou_3: 0.4156 loss_ce_4: 0.445 loss_bbox_4: 0.2434 loss_giou_4: 0.4046 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:24] d2.utils.events INFO: eta: 1 day, 7:39:42 iter: 43879 total_loss: 7.228 loss_ce: 0.43 loss_bbox: 0.2339 loss_giou: 0.4035 loss_ce_0: 0.6217 loss_bbox_0: 0.4092 loss_giou_0: 0.6214 loss_ce_1: 0.5157 loss_bbox_1: 0.2784 loss_giou_1: 0.4549 loss_ce_2: 0.4552 loss_bbox_2: 0.2449 loss_giou_2: 0.4182 loss_ce_3: 0.4398 loss_bbox_3: 0.2381 loss_giou_3: 0.4038 loss_ce_4: 0.4306 loss_bbox_4: 0.2334 loss_giou_4: 0.4042 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:30] d2.utils.events INFO: eta: 1 day, 7:39:32 iter: 43899 total_loss: 7.523 loss_ce: 0.4473 loss_bbox: 0.2485 loss_giou: 0.401 loss_ce_0: 0.6116 loss_bbox_0: 0.3988 loss_giou_0: 0.618 loss_ce_1: 0.5195 loss_bbox_1: 0.2964 loss_giou_1: 0.4659 loss_ce_2: 0.4799 loss_bbox_2: 0.2701 loss_giou_2: 0.4282 loss_ce_3: 0.4394 loss_bbox_3: 0.2537 loss_giou_3: 0.4089 loss_ce_4: 0.4436 loss_bbox_4: 0.2494 loss_giou_4: 0.4068 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:35] d2.utils.events INFO: eta: 1 day, 7:39:24 iter: 43919 total_loss: 7.302 loss_ce: 0.4359 loss_bbox: 0.2477 loss_giou: 0.4237 loss_ce_0: 0.6076 loss_bbox_0: 0.416 loss_giou_0: 0.6218 loss_ce_1: 0.5217 loss_bbox_1: 0.2917 loss_giou_1: 0.473 loss_ce_2: 0.4723 loss_bbox_2: 0.2787 loss_giou_2: 0.4435 loss_ce_3: 0.4446 loss_bbox_3: 0.2513 loss_giou_3: 0.4267 loss_ce_4: 0.4456 loss_bbox_4: 0.2501 loss_giou_4: 0.4252 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:41] d2.utils.events INFO: eta: 1 day, 7:39:08 iter: 43939 total_loss: 7.076 loss_ce: 0.4185 loss_bbox: 0.2217 loss_giou: 0.3911 loss_ce_0: 0.584 loss_bbox_0: 0.3916 loss_giou_0: 0.6098 loss_ce_1: 0.4976 loss_bbox_1: 0.2702 loss_giou_1: 0.4518 loss_ce_2: 0.4384 loss_bbox_2: 0.238 loss_giou_2: 0.4083 loss_ce_3: 0.4217 loss_bbox_3: 0.227 loss_giou_3: 0.395 loss_ce_4: 0.4185 loss_bbox_4: 0.2211 loss_giou_4: 0.3903 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:47] d2.utils.events INFO: eta: 1 day, 7:39:13 iter: 43959 total_loss: 7.314 loss_ce: 0.4434 loss_bbox: 0.2295 loss_giou: 0.3841 loss_ce_0: 0.5989 loss_bbox_0: 0.3883 loss_giou_0: 0.5825 loss_ce_1: 0.5127 loss_bbox_1: 0.2667 loss_giou_1: 0.4436 loss_ce_2: 0.4692 loss_bbox_2: 0.2461 loss_giou_2: 0.3972 loss_ce_3: 0.4499 loss_bbox_3: 0.2315 loss_giou_3: 0.3879 loss_ce_4: 0.4432 loss_bbox_4: 0.2339 loss_giou_4: 0.3849 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 16:45:53] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 16:45:53] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 16:45:53] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 16:45:53] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 16:45:53] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 16:45:54] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 16:46:00] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0444 s/iter. Eval: 0.0015 s/iter. Total: 0.0468 s/iter. ETA=0:00:28 [11/02 16:46:05] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0032 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:26 [11/02 16:46:10] d2.evaluation.evaluator INFO: Inference done 202/625. Dataloading: 0.0028 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:22 [11/02 16:46:15] d2.evaluation.evaluator INFO: Inference done 299/625. Dataloading: 0.0027 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0522 s/iter. ETA=0:00:17 [11/02 16:46:20] d2.evaluation.evaluator INFO: Inference done 397/625. Dataloading: 0.0027 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:11 [11/02 16:46:25] d2.evaluation.evaluator INFO: Inference done 495/625. Dataloading: 0.0027 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:06 [11/02 16:46:30] d2.evaluation.evaluator INFO: Inference done 590/625. Dataloading: 0.0027 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:01 [11/02 16:46:33] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.673388 (0.052699 s / iter per device, on 8 devices) [11/02 16:46:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048895 s / iter per device, on 8 devices) [11/02 16:46:39] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 16:46:39] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 16:46:41] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 16:46:46] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 16:46:59] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.37 seconds. [11/02 16:46:59] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 16:47:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.45 seconds. [11/02 16:47:01] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 34.118 | 51.950 | 35.833 | 17.654 | 36.493 | 48.553 | [11/02 16:47:01] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 47.458 | bicycle | 22.405 | car | 33.172 | | motorcycle | 34.115 | airplane | 59.454 | bus | 58.621 | | train | 57.079 | truck | 30.697 | boat | 19.211 | | traffic light | 20.712 | fire hydrant | 57.095 | stop sign | 61.624 | | parking meter | 38.040 | bench | 17.952 | bird | 30.977 | | cat | 66.942 | dog | 61.802 | horse | 54.599 | | sheep | 40.080 | cow | 49.310 | elephant | 58.325 | | bear | 67.689 | zebra | 59.387 | giraffe | 61.105 | | backpack | 9.001 | umbrella | 28.857 | handbag | 8.072 | | tie | 22.822 | suitcase | 28.923 | frisbee | 60.585 | | skis | 14.947 | snowboard | 29.568 | sports ball | 41.834 | | kite | 39.388 | baseball bat | 21.578 | baseball glove | 27.253 | | skateboard | 43.893 | surfboard | 27.524 | tennis racket | 39.630 | | bottle | 28.607 | wine glass | 23.707 | cup | 31.517 | | fork | 21.183 | knife | 6.775 | spoon | 6.615 | | bowl | 32.456 | banana | 15.880 | apple | 14.183 | | sandwich | 31.690 | orange | 25.356 | broccoli | 16.585 | | carrot | 14.869 | hot dog | 26.763 | pizza | 44.370 | | donut | 36.252 | cake | 28.049 | chair | 16.758 | | couch | 37.502 | potted plant | 19.477 | bed | 42.320 | | dining table | 24.708 | toilet | 55.021 | tv | 49.971 | | laptop | 50.605 | mouse | 50.523 | remote | 18.535 | | keyboard | 41.834 | cell phone | 30.660 | microwave | 52.434 | | oven | 28.255 | toaster | 21.724 | sink | 31.182 | | refrigerator | 45.500 | book | 6.925 | clock | 46.742 | | vase | 31.228 | scissors | 14.314 | teddy bear | 37.082 | | hair drier | 5.149 | toothbrush | 14.432 | | | [11/02 16:47:02] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 16:47:02] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 16:47:02] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 16:47:02] d2.evaluation.testing INFO: copypaste: 34.1183,51.9496,35.8328,17.6539,36.4929,48.5531 [11/02 16:47:02] d2.utils.events INFO: eta: 1 day, 7:39:24 iter: 43979 total_loss: 7.143 loss_ce: 0.4228 loss_bbox: 0.2382 loss_giou: 0.3787 loss_ce_0: 0.5819 loss_bbox_0: 0.3932 loss_giou_0: 0.5915 loss_ce_1: 0.4846 loss_bbox_1: 0.2802 loss_giou_1: 0.442 loss_ce_2: 0.4549 loss_bbox_2: 0.2463 loss_giou_2: 0.3943 loss_ce_3: 0.4294 loss_bbox_3: 0.2453 loss_giou_3: 0.3878 loss_ce_4: 0.4233 loss_bbox_4: 0.2414 loss_giou_4: 0.38 time: 0.2801 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:08] d2.utils.events INFO: eta: 1 day, 7:39:18 iter: 43999 total_loss: 7.235 loss_ce: 0.4319 loss_bbox: 0.2649 loss_giou: 0.4001 loss_ce_0: 0.5671 loss_bbox_0: 0.4114 loss_giou_0: 0.5855 loss_ce_1: 0.4942 loss_bbox_1: 0.2958 loss_giou_1: 0.4353 loss_ce_2: 0.44 loss_bbox_2: 0.2761 loss_giou_2: 0.4077 loss_ce_3: 0.4214 loss_bbox_3: 0.2655 loss_giou_3: 0.3981 loss_ce_4: 0.4317 loss_bbox_4: 0.2649 loss_giou_4: 0.4016 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:14] d2.utils.events INFO: eta: 1 day, 7:39:15 iter: 44019 total_loss: 6.983 loss_ce: 0.4275 loss_bbox: 0.243 loss_giou: 0.3807 loss_ce_0: 0.5911 loss_bbox_0: 0.3913 loss_giou_0: 0.585 loss_ce_1: 0.482 loss_bbox_1: 0.287 loss_giou_1: 0.4491 loss_ce_2: 0.4367 loss_bbox_2: 0.2601 loss_giou_2: 0.4056 loss_ce_3: 0.4273 loss_bbox_3: 0.2471 loss_giou_3: 0.3893 loss_ce_4: 0.4247 loss_bbox_4: 0.2442 loss_giou_4: 0.3842 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:19] d2.utils.events INFO: eta: 1 day, 7:39:47 iter: 44039 total_loss: 7.343 loss_ce: 0.416 loss_bbox: 0.2328 loss_giou: 0.4058 loss_ce_0: 0.6011 loss_bbox_0: 0.4055 loss_giou_0: 0.5951 loss_ce_1: 0.4798 loss_bbox_1: 0.2795 loss_giou_1: 0.4626 loss_ce_2: 0.4365 loss_bbox_2: 0.2538 loss_giou_2: 0.4273 loss_ce_3: 0.4199 loss_bbox_3: 0.2404 loss_giou_3: 0.4135 loss_ce_4: 0.4123 loss_bbox_4: 0.2366 loss_giou_4: 0.4067 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:25] d2.utils.events INFO: eta: 1 day, 7:39:41 iter: 44059 total_loss: 7.042 loss_ce: 0.4166 loss_bbox: 0.2431 loss_giou: 0.3809 loss_ce_0: 0.5936 loss_bbox_0: 0.4029 loss_giou_0: 0.6003 loss_ce_1: 0.5003 loss_bbox_1: 0.2666 loss_giou_1: 0.4193 loss_ce_2: 0.4512 loss_bbox_2: 0.2454 loss_giou_2: 0.3981 loss_ce_3: 0.4224 loss_bbox_3: 0.2494 loss_giou_3: 0.3873 loss_ce_4: 0.4131 loss_bbox_4: 0.2436 loss_giou_4: 0.3853 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:31] d2.utils.events INFO: eta: 1 day, 7:39:52 iter: 44079 total_loss: 6.979 loss_ce: 0.4073 loss_bbox: 0.2291 loss_giou: 0.3896 loss_ce_0: 0.5852 loss_bbox_0: 0.3824 loss_giou_0: 0.5979 loss_ce_1: 0.4863 loss_bbox_1: 0.266 loss_giou_1: 0.4584 loss_ce_2: 0.452 loss_bbox_2: 0.237 loss_giou_2: 0.4165 loss_ce_3: 0.4132 loss_bbox_3: 0.2324 loss_giou_3: 0.393 loss_ce_4: 0.4065 loss_bbox_4: 0.2278 loss_giou_4: 0.3867 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:36] d2.utils.events INFO: eta: 1 day, 7:40:16 iter: 44099 total_loss: 7.192 loss_ce: 0.4223 loss_bbox: 0.231 loss_giou: 0.3829 loss_ce_0: 0.5844 loss_bbox_0: 0.3921 loss_giou_0: 0.6043 loss_ce_1: 0.4912 loss_bbox_1: 0.263 loss_giou_1: 0.4367 loss_ce_2: 0.45 loss_bbox_2: 0.2486 loss_giou_2: 0.4028 loss_ce_3: 0.4199 loss_bbox_3: 0.2357 loss_giou_3: 0.3867 loss_ce_4: 0.416 loss_bbox_4: 0.2336 loss_giou_4: 0.3845 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:42] d2.utils.events INFO: eta: 1 day, 7:40:22 iter: 44119 total_loss: 7.071 loss_ce: 0.4199 loss_bbox: 0.2439 loss_giou: 0.3838 loss_ce_0: 0.5949 loss_bbox_0: 0.4056 loss_giou_0: 0.5642 loss_ce_1: 0.4981 loss_bbox_1: 0.2848 loss_giou_1: 0.4373 loss_ce_2: 0.4469 loss_bbox_2: 0.2604 loss_giou_2: 0.4022 loss_ce_3: 0.4271 loss_bbox_3: 0.2444 loss_giou_3: 0.3858 loss_ce_4: 0.4248 loss_bbox_4: 0.2435 loss_giou_4: 0.3844 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:48] d2.utils.events INFO: eta: 1 day, 7:40:28 iter: 44139 total_loss: 7.246 loss_ce: 0.4433 loss_bbox: 0.236 loss_giou: 0.402 loss_ce_0: 0.622 loss_bbox_0: 0.3957 loss_giou_0: 0.6243 loss_ce_1: 0.5096 loss_bbox_1: 0.2806 loss_giou_1: 0.4623 loss_ce_2: 0.4586 loss_bbox_2: 0.2555 loss_giou_2: 0.4295 loss_ce_3: 0.4469 loss_bbox_3: 0.2429 loss_giou_3: 0.418 loss_ce_4: 0.4392 loss_bbox_4: 0.2423 loss_giou_4: 0.4091 time: 0.2801 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:53] d2.utils.events INFO: eta: 1 day, 7:40:26 iter: 44159 total_loss: 7.259 loss_ce: 0.4229 loss_bbox: 0.2425 loss_giou: 0.3879 loss_ce_0: 0.5855 loss_bbox_0: 0.3877 loss_giou_0: 0.5778 loss_ce_1: 0.4977 loss_bbox_1: 0.278 loss_giou_1: 0.4451 loss_ce_2: 0.4484 loss_bbox_2: 0.2563 loss_giou_2: 0.4068 loss_ce_3: 0.4239 loss_bbox_3: 0.2511 loss_giou_3: 0.3963 loss_ce_4: 0.4161 loss_bbox_4: 0.2498 loss_giou_4: 0.3897 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 16:47:59] d2.utils.events INFO: eta: 1 day, 7:40:37 iter: 44179 total_loss: 7.048 loss_ce: 0.4182 loss_bbox: 0.2196 loss_giou: 0.3979 loss_ce_0: 0.5883 loss_bbox_0: 0.3821 loss_giou_0: 0.5865 loss_ce_1: 0.4877 loss_bbox_1: 0.2641 loss_giou_1: 0.4485 loss_ce_2: 0.449 loss_bbox_2: 0.2379 loss_giou_2: 0.418 loss_ce_3: 0.4263 loss_bbox_3: 0.2256 loss_giou_3: 0.4038 loss_ce_4: 0.4189 loss_bbox_4: 0.2211 loss_giou_4: 0.4008 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:05] d2.utils.events INFO: eta: 1 day, 7:40:11 iter: 44199 total_loss: 7.567 loss_ce: 0.4686 loss_bbox: 0.2403 loss_giou: 0.4232 loss_ce_0: 0.6218 loss_bbox_0: 0.4102 loss_giou_0: 0.6281 loss_ce_1: 0.5276 loss_bbox_1: 0.2811 loss_giou_1: 0.4798 loss_ce_2: 0.4927 loss_bbox_2: 0.2518 loss_giou_2: 0.4438 loss_ce_3: 0.4633 loss_bbox_3: 0.2503 loss_giou_3: 0.4351 loss_ce_4: 0.4687 loss_bbox_4: 0.2446 loss_giou_4: 0.4292 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:10] d2.utils.events INFO: eta: 1 day, 7:39:51 iter: 44219 total_loss: 7.077 loss_ce: 0.4337 loss_bbox: 0.2398 loss_giou: 0.377 loss_ce_0: 0.6013 loss_bbox_0: 0.4031 loss_giou_0: 0.5707 loss_ce_1: 0.5095 loss_bbox_1: 0.2763 loss_giou_1: 0.4402 loss_ce_2: 0.4611 loss_bbox_2: 0.2511 loss_giou_2: 0.4014 loss_ce_3: 0.4305 loss_bbox_3: 0.2498 loss_giou_3: 0.3828 loss_ce_4: 0.4292 loss_bbox_4: 0.2461 loss_giou_4: 0.3772 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:16] d2.utils.events INFO: eta: 1 day, 7:40:12 iter: 44239 total_loss: 7.067 loss_ce: 0.4141 loss_bbox: 0.2281 loss_giou: 0.3976 loss_ce_0: 0.5697 loss_bbox_0: 0.3867 loss_giou_0: 0.6185 loss_ce_1: 0.498 loss_bbox_1: 0.2651 loss_giou_1: 0.4629 loss_ce_2: 0.4526 loss_bbox_2: 0.2396 loss_giou_2: 0.4212 loss_ce_3: 0.42 loss_bbox_3: 0.2361 loss_giou_3: 0.4021 loss_ce_4: 0.4128 loss_bbox_4: 0.2332 loss_giou_4: 0.396 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:22] d2.utils.events INFO: eta: 1 day, 7:40:24 iter: 44259 total_loss: 7.457 loss_ce: 0.4578 loss_bbox: 0.2477 loss_giou: 0.4146 loss_ce_0: 0.6211 loss_bbox_0: 0.4039 loss_giou_0: 0.6225 loss_ce_1: 0.5139 loss_bbox_1: 0.2996 loss_giou_1: 0.4649 loss_ce_2: 0.4908 loss_bbox_2: 0.2673 loss_giou_2: 0.4291 loss_ce_3: 0.4661 loss_bbox_3: 0.2535 loss_giou_3: 0.4174 loss_ce_4: 0.457 loss_bbox_4: 0.253 loss_giou_4: 0.4146 time: 0.2801 data_time: 0.0346 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:27] d2.utils.events INFO: eta: 1 day, 7:40:56 iter: 44279 total_loss: 7.166 loss_ce: 0.4376 loss_bbox: 0.2282 loss_giou: 0.4091 loss_ce_0: 0.6002 loss_bbox_0: 0.3957 loss_giou_0: 0.6092 loss_ce_1: 0.5197 loss_bbox_1: 0.2664 loss_giou_1: 0.4609 loss_ce_2: 0.4601 loss_bbox_2: 0.2436 loss_giou_2: 0.425 loss_ce_3: 0.441 loss_bbox_3: 0.2324 loss_giou_3: 0.4214 loss_ce_4: 0.4392 loss_bbox_4: 0.2239 loss_giou_4: 0.4123 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:33] d2.utils.events INFO: eta: 1 day, 7:40:51 iter: 44299 total_loss: 7.374 loss_ce: 0.4469 loss_bbox: 0.2449 loss_giou: 0.3893 loss_ce_0: 0.6158 loss_bbox_0: 0.4123 loss_giou_0: 0.5955 loss_ce_1: 0.513 loss_bbox_1: 0.2867 loss_giou_1: 0.4426 loss_ce_2: 0.4651 loss_bbox_2: 0.2646 loss_giou_2: 0.4131 loss_ce_3: 0.4534 loss_bbox_3: 0.2534 loss_giou_3: 0.3999 loss_ce_4: 0.4497 loss_bbox_4: 0.2461 loss_giou_4: 0.3914 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:39] d2.utils.events INFO: eta: 1 day, 7:42:35 iter: 44319 total_loss: 7.219 loss_ce: 0.4348 loss_bbox: 0.2396 loss_giou: 0.3993 loss_ce_0: 0.6023 loss_bbox_0: 0.3934 loss_giou_0: 0.621 loss_ce_1: 0.5114 loss_bbox_1: 0.2754 loss_giou_1: 0.4566 loss_ce_2: 0.4534 loss_bbox_2: 0.2483 loss_giou_2: 0.4178 loss_ce_3: 0.4395 loss_bbox_3: 0.2406 loss_giou_3: 0.4027 loss_ce_4: 0.4257 loss_bbox_4: 0.2395 loss_giou_4: 0.4034 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:45] d2.utils.events INFO: eta: 1 day, 7:42:29 iter: 44339 total_loss: 7.201 loss_ce: 0.4324 loss_bbox: 0.2136 loss_giou: 0.4001 loss_ce_0: 0.6099 loss_bbox_0: 0.3829 loss_giou_0: 0.621 loss_ce_1: 0.4984 loss_bbox_1: 0.2552 loss_giou_1: 0.4635 loss_ce_2: 0.4673 loss_bbox_2: 0.2268 loss_giou_2: 0.4241 loss_ce_3: 0.4324 loss_bbox_3: 0.2189 loss_giou_3: 0.4117 loss_ce_4: 0.4291 loss_bbox_4: 0.2188 loss_giou_4: 0.4042 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:50] d2.utils.events INFO: eta: 1 day, 7:41:59 iter: 44359 total_loss: 7.038 loss_ce: 0.4146 loss_bbox: 0.2302 loss_giou: 0.3912 loss_ce_0: 0.583 loss_bbox_0: 0.3722 loss_giou_0: 0.5735 loss_ce_1: 0.48 loss_bbox_1: 0.2602 loss_giou_1: 0.4385 loss_ce_2: 0.4418 loss_bbox_2: 0.2397 loss_giou_2: 0.403 loss_ce_3: 0.4175 loss_bbox_3: 0.2312 loss_giou_3: 0.3955 loss_ce_4: 0.4077 loss_bbox_4: 0.2317 loss_giou_4: 0.3902 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 16:48:56] d2.utils.events INFO: eta: 1 day, 7:41:53 iter: 44379 total_loss: 6.946 loss_ce: 0.4097 loss_bbox: 0.2241 loss_giou: 0.3748 loss_ce_0: 0.5846 loss_bbox_0: 0.3933 loss_giou_0: 0.5719 loss_ce_1: 0.4766 loss_bbox_1: 0.2561 loss_giou_1: 0.4301 loss_ce_2: 0.4344 loss_bbox_2: 0.2389 loss_giou_2: 0.3954 loss_ce_3: 0.4135 loss_bbox_3: 0.2325 loss_giou_3: 0.3848 loss_ce_4: 0.4087 loss_bbox_4: 0.2244 loss_giou_4: 0.3767 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:02] d2.utils.events INFO: eta: 1 day, 7:41:17 iter: 44399 total_loss: 7.255 loss_ce: 0.4209 loss_bbox: 0.2385 loss_giou: 0.4205 loss_ce_0: 0.5936 loss_bbox_0: 0.3869 loss_giou_0: 0.6303 loss_ce_1: 0.4705 loss_bbox_1: 0.2764 loss_giou_1: 0.4885 loss_ce_2: 0.4372 loss_bbox_2: 0.2422 loss_giou_2: 0.4529 loss_ce_3: 0.416 loss_bbox_3: 0.2416 loss_giou_3: 0.4341 loss_ce_4: 0.4189 loss_bbox_4: 0.2392 loss_giou_4: 0.4266 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:07] d2.utils.events INFO: eta: 1 day, 7:41:25 iter: 44419 total_loss: 6.864 loss_ce: 0.4046 loss_bbox: 0.2388 loss_giou: 0.3767 loss_ce_0: 0.5842 loss_bbox_0: 0.3853 loss_giou_0: 0.5943 loss_ce_1: 0.488 loss_bbox_1: 0.2751 loss_giou_1: 0.4418 loss_ce_2: 0.4332 loss_bbox_2: 0.2499 loss_giou_2: 0.3949 loss_ce_3: 0.4164 loss_bbox_3: 0.244 loss_giou_3: 0.3858 loss_ce_4: 0.4039 loss_bbox_4: 0.2381 loss_giou_4: 0.3778 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:13] d2.utils.events INFO: eta: 1 day, 7:41:36 iter: 44439 total_loss: 7.201 loss_ce: 0.42 loss_bbox: 0.2483 loss_giou: 0.3993 loss_ce_0: 0.5912 loss_bbox_0: 0.4015 loss_giou_0: 0.6116 loss_ce_1: 0.4953 loss_bbox_1: 0.2853 loss_giou_1: 0.4505 loss_ce_2: 0.4533 loss_bbox_2: 0.2607 loss_giou_2: 0.4173 loss_ce_3: 0.4306 loss_bbox_3: 0.2494 loss_giou_3: 0.4072 loss_ce_4: 0.4294 loss_bbox_4: 0.2469 loss_giou_4: 0.3986 time: 0.2801 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:19] d2.utils.events INFO: eta: 1 day, 7:41:55 iter: 44459 total_loss: 6.916 loss_ce: 0.3998 loss_bbox: 0.2321 loss_giou: 0.3592 loss_ce_0: 0.5635 loss_bbox_0: 0.3933 loss_giou_0: 0.5553 loss_ce_1: 0.4742 loss_bbox_1: 0.2726 loss_giou_1: 0.3965 loss_ce_2: 0.429 loss_bbox_2: 0.2504 loss_giou_2: 0.3704 loss_ce_3: 0.4072 loss_bbox_3: 0.2424 loss_giou_3: 0.3621 loss_ce_4: 0.4031 loss_bbox_4: 0.2365 loss_giou_4: 0.3566 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:24] d2.utils.events INFO: eta: 1 day, 7:41:55 iter: 44479 total_loss: 6.926 loss_ce: 0.4133 loss_bbox: 0.2255 loss_giou: 0.391 loss_ce_0: 0.5666 loss_bbox_0: 0.379 loss_giou_0: 0.5928 loss_ce_1: 0.49 loss_bbox_1: 0.2643 loss_giou_1: 0.4458 loss_ce_2: 0.4438 loss_bbox_2: 0.2357 loss_giou_2: 0.3977 loss_ce_3: 0.4149 loss_bbox_3: 0.2297 loss_giou_3: 0.3881 loss_ce_4: 0.4121 loss_bbox_4: 0.227 loss_giou_4: 0.3928 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:30] d2.utils.events INFO: eta: 1 day, 7:42:06 iter: 44499 total_loss: 7.564 loss_ce: 0.4093 loss_bbox: 0.2325 loss_giou: 0.4372 loss_ce_0: 0.5817 loss_bbox_0: 0.4116 loss_giou_0: 0.6445 loss_ce_1: 0.4925 loss_bbox_1: 0.28 loss_giou_1: 0.4973 loss_ce_2: 0.4494 loss_bbox_2: 0.2533 loss_giou_2: 0.4583 loss_ce_3: 0.4211 loss_bbox_3: 0.2456 loss_giou_3: 0.4461 loss_ce_4: 0.4109 loss_bbox_4: 0.238 loss_giou_4: 0.4374 time: 0.2801 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:36] d2.utils.events INFO: eta: 1 day, 7:42:00 iter: 44519 total_loss: 6.896 loss_ce: 0.4066 loss_bbox: 0.2352 loss_giou: 0.3714 loss_ce_0: 0.5731 loss_bbox_0: 0.3855 loss_giou_0: 0.5672 loss_ce_1: 0.4753 loss_bbox_1: 0.2741 loss_giou_1: 0.4264 loss_ce_2: 0.4388 loss_bbox_2: 0.249 loss_giou_2: 0.3952 loss_ce_3: 0.4083 loss_bbox_3: 0.2367 loss_giou_3: 0.3834 loss_ce_4: 0.4107 loss_bbox_4: 0.2354 loss_giou_4: 0.3764 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:41] d2.utils.events INFO: eta: 1 day, 7:42:09 iter: 44539 total_loss: 7.034 loss_ce: 0.4317 loss_bbox: 0.2364 loss_giou: 0.4011 loss_ce_0: 0.5864 loss_bbox_0: 0.408 loss_giou_0: 0.6051 loss_ce_1: 0.4873 loss_bbox_1: 0.2754 loss_giou_1: 0.467 loss_ce_2: 0.4587 loss_bbox_2: 0.2455 loss_giou_2: 0.4165 loss_ce_3: 0.4379 loss_bbox_3: 0.246 loss_giou_3: 0.4133 loss_ce_4: 0.4286 loss_bbox_4: 0.2355 loss_giou_4: 0.4023 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:47] d2.utils.events INFO: eta: 1 day, 7:41:27 iter: 44559 total_loss: 7.087 loss_ce: 0.4101 loss_bbox: 0.2372 loss_giou: 0.3939 loss_ce_0: 0.576 loss_bbox_0: 0.4075 loss_giou_0: 0.6021 loss_ce_1: 0.474 loss_bbox_1: 0.2893 loss_giou_1: 0.4614 loss_ce_2: 0.4228 loss_bbox_2: 0.254 loss_giou_2: 0.4209 loss_ce_3: 0.4104 loss_bbox_3: 0.2454 loss_giou_3: 0.4042 loss_ce_4: 0.4095 loss_bbox_4: 0.2386 loss_giou_4: 0.3962 time: 0.2801 data_time: 0.0172 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:53] d2.utils.events INFO: eta: 1 day, 7:41:43 iter: 44579 total_loss: 7.055 loss_ce: 0.416 loss_bbox: 0.2307 loss_giou: 0.3952 loss_ce_0: 0.5817 loss_bbox_0: 0.3878 loss_giou_0: 0.6064 loss_ce_1: 0.4938 loss_bbox_1: 0.2781 loss_giou_1: 0.4621 loss_ce_2: 0.4419 loss_bbox_2: 0.2391 loss_giou_2: 0.4193 loss_ce_3: 0.4189 loss_bbox_3: 0.2387 loss_giou_3: 0.403 loss_ce_4: 0.4121 loss_bbox_4: 0.2297 loss_giou_4: 0.3991 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 16:49:58] d2.utils.events INFO: eta: 1 day, 7:41:45 iter: 44599 total_loss: 7.347 loss_ce: 0.4428 loss_bbox: 0.2284 loss_giou: 0.4091 loss_ce_0: 0.6003 loss_bbox_0: 0.4062 loss_giou_0: 0.6177 loss_ce_1: 0.5177 loss_bbox_1: 0.2668 loss_giou_1: 0.4754 loss_ce_2: 0.4756 loss_bbox_2: 0.237 loss_giou_2: 0.436 loss_ce_3: 0.4431 loss_bbox_3: 0.233 loss_giou_3: 0.4178 loss_ce_4: 0.4452 loss_bbox_4: 0.2265 loss_giou_4: 0.4097 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:04] d2.utils.events INFO: eta: 1 day, 7:41:24 iter: 44619 total_loss: 7.446 loss_ce: 0.4495 loss_bbox: 0.2393 loss_giou: 0.4393 loss_ce_0: 0.5974 loss_bbox_0: 0.3956 loss_giou_0: 0.6521 loss_ce_1: 0.5081 loss_bbox_1: 0.2886 loss_giou_1: 0.4975 loss_ce_2: 0.4734 loss_bbox_2: 0.25 loss_giou_2: 0.4529 loss_ce_3: 0.4576 loss_bbox_3: 0.2438 loss_giou_3: 0.4413 loss_ce_4: 0.4476 loss_bbox_4: 0.2389 loss_giou_4: 0.4395 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:10] d2.utils.events INFO: eta: 1 day, 7:41:04 iter: 44639 total_loss: 7.122 loss_ce: 0.404 loss_bbox: 0.2276 loss_giou: 0.4032 loss_ce_0: 0.5723 loss_bbox_0: 0.3868 loss_giou_0: 0.6045 loss_ce_1: 0.4911 loss_bbox_1: 0.2666 loss_giou_1: 0.4655 loss_ce_2: 0.4516 loss_bbox_2: 0.2365 loss_giou_2: 0.4201 loss_ce_3: 0.4222 loss_bbox_3: 0.2295 loss_giou_3: 0.408 loss_ce_4: 0.4146 loss_bbox_4: 0.2264 loss_giou_4: 0.407 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:15] d2.utils.events INFO: eta: 1 day, 7:41:12 iter: 44659 total_loss: 7.03 loss_ce: 0.4137 loss_bbox: 0.2334 loss_giou: 0.4068 loss_ce_0: 0.5691 loss_bbox_0: 0.3899 loss_giou_0: 0.6139 loss_ce_1: 0.4895 loss_bbox_1: 0.2603 loss_giou_1: 0.4655 loss_ce_2: 0.4363 loss_bbox_2: 0.2422 loss_giou_2: 0.4233 loss_ce_3: 0.4262 loss_bbox_3: 0.2364 loss_giou_3: 0.4096 loss_ce_4: 0.4134 loss_bbox_4: 0.2335 loss_giou_4: 0.4065 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:21] d2.utils.events INFO: eta: 1 day, 7:40:36 iter: 44679 total_loss: 6.947 loss_ce: 0.4044 loss_bbox: 0.2251 loss_giou: 0.3941 loss_ce_0: 0.5876 loss_bbox_0: 0.3835 loss_giou_0: 0.6025 loss_ce_1: 0.4829 loss_bbox_1: 0.2661 loss_giou_1: 0.4559 loss_ce_2: 0.4312 loss_bbox_2: 0.2395 loss_giou_2: 0.4153 loss_ce_3: 0.4141 loss_bbox_3: 0.2263 loss_giou_3: 0.399 loss_ce_4: 0.3975 loss_bbox_4: 0.225 loss_giou_4: 0.3954 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:27] d2.utils.events INFO: eta: 1 day, 7:39:59 iter: 44699 total_loss: 6.932 loss_ce: 0.3985 loss_bbox: 0.2394 loss_giou: 0.3858 loss_ce_0: 0.5712 loss_bbox_0: 0.3927 loss_giou_0: 0.5697 loss_ce_1: 0.4729 loss_bbox_1: 0.2718 loss_giou_1: 0.4337 loss_ce_2: 0.4344 loss_bbox_2: 0.2503 loss_giou_2: 0.401 loss_ce_3: 0.4044 loss_bbox_3: 0.2437 loss_giou_3: 0.3903 loss_ce_4: 0.4027 loss_bbox_4: 0.2389 loss_giou_4: 0.3868 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:33] d2.utils.events INFO: eta: 1 day, 7:39:43 iter: 44719 total_loss: 7.071 loss_ce: 0.4003 loss_bbox: 0.2397 loss_giou: 0.4193 loss_ce_0: 0.5808 loss_bbox_0: 0.3919 loss_giou_0: 0.6128 loss_ce_1: 0.4795 loss_bbox_1: 0.2748 loss_giou_1: 0.4636 loss_ce_2: 0.432 loss_bbox_2: 0.2564 loss_giou_2: 0.4321 loss_ce_3: 0.4048 loss_bbox_3: 0.2475 loss_giou_3: 0.4292 loss_ce_4: 0.4065 loss_bbox_4: 0.2415 loss_giou_4: 0.4182 time: 0.2801 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:38] d2.utils.events INFO: eta: 1 day, 7:40:08 iter: 44739 total_loss: 6.914 loss_ce: 0.378 loss_bbox: 0.227 loss_giou: 0.3914 loss_ce_0: 0.5785 loss_bbox_0: 0.3869 loss_giou_0: 0.5951 loss_ce_1: 0.4624 loss_bbox_1: 0.267 loss_giou_1: 0.4441 loss_ce_2: 0.4196 loss_bbox_2: 0.2385 loss_giou_2: 0.407 loss_ce_3: 0.3836 loss_bbox_3: 0.2346 loss_giou_3: 0.3964 loss_ce_4: 0.3824 loss_bbox_4: 0.2297 loss_giou_4: 0.3998 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:44] d2.utils.events INFO: eta: 1 day, 7:39:19 iter: 44759 total_loss: 7.071 loss_ce: 0.4233 loss_bbox: 0.2195 loss_giou: 0.3868 loss_ce_0: 0.5756 loss_bbox_0: 0.3752 loss_giou_0: 0.5866 loss_ce_1: 0.4893 loss_bbox_1: 0.2626 loss_giou_1: 0.4449 loss_ce_2: 0.4526 loss_bbox_2: 0.2352 loss_giou_2: 0.3989 loss_ce_3: 0.4195 loss_bbox_3: 0.2268 loss_giou_3: 0.3978 loss_ce_4: 0.4309 loss_bbox_4: 0.2221 loss_giou_4: 0.3903 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:50] d2.utils.events INFO: eta: 1 day, 7:39:41 iter: 44779 total_loss: 7.237 loss_ce: 0.4139 loss_bbox: 0.2337 loss_giou: 0.4321 loss_ce_0: 0.5927 loss_bbox_0: 0.391 loss_giou_0: 0.6266 loss_ce_1: 0.4902 loss_bbox_1: 0.2714 loss_giou_1: 0.4905 loss_ce_2: 0.4453 loss_bbox_2: 0.2472 loss_giou_2: 0.4458 loss_ce_3: 0.4218 loss_bbox_3: 0.2425 loss_giou_3: 0.4364 loss_ce_4: 0.4156 loss_bbox_4: 0.236 loss_giou_4: 0.432 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 16:50:55] d2.utils.events INFO: eta: 1 day, 7:40:18 iter: 44799 total_loss: 7.232 loss_ce: 0.4234 loss_bbox: 0.2339 loss_giou: 0.3944 loss_ce_0: 0.6006 loss_bbox_0: 0.3954 loss_giou_0: 0.5831 loss_ce_1: 0.4971 loss_bbox_1: 0.2825 loss_giou_1: 0.4508 loss_ce_2: 0.4535 loss_bbox_2: 0.2479 loss_giou_2: 0.4219 loss_ce_3: 0.4306 loss_bbox_3: 0.241 loss_giou_3: 0.4059 loss_ce_4: 0.4194 loss_bbox_4: 0.232 loss_giou_4: 0.3959 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:01] d2.utils.events INFO: eta: 1 day, 7:41:42 iter: 44819 total_loss: 7.151 loss_ce: 0.4334 loss_bbox: 0.2392 loss_giou: 0.3892 loss_ce_0: 0.6079 loss_bbox_0: 0.4002 loss_giou_0: 0.5935 loss_ce_1: 0.5088 loss_bbox_1: 0.2748 loss_giou_1: 0.4492 loss_ce_2: 0.471 loss_bbox_2: 0.2507 loss_giou_2: 0.4115 loss_ce_3: 0.4455 loss_bbox_3: 0.2425 loss_giou_3: 0.3978 loss_ce_4: 0.4356 loss_bbox_4: 0.2429 loss_giou_4: 0.3931 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:07] d2.utils.events INFO: eta: 1 day, 7:42:08 iter: 44839 total_loss: 6.945 loss_ce: 0.4261 loss_bbox: 0.2283 loss_giou: 0.3856 loss_ce_0: 0.5894 loss_bbox_0: 0.3904 loss_giou_0: 0.5908 loss_ce_1: 0.4816 loss_bbox_1: 0.2653 loss_giou_1: 0.4457 loss_ce_2: 0.4433 loss_bbox_2: 0.2379 loss_giou_2: 0.4044 loss_ce_3: 0.4213 loss_bbox_3: 0.2332 loss_giou_3: 0.3911 loss_ce_4: 0.427 loss_bbox_4: 0.2283 loss_giou_4: 0.3851 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:13] d2.utils.events INFO: eta: 1 day, 7:42:10 iter: 44859 total_loss: 6.722 loss_ce: 0.4206 loss_bbox: 0.2296 loss_giou: 0.3731 loss_ce_0: 0.5889 loss_bbox_0: 0.3864 loss_giou_0: 0.5548 loss_ce_1: 0.4885 loss_bbox_1: 0.27 loss_giou_1: 0.4235 loss_ce_2: 0.4552 loss_bbox_2: 0.2365 loss_giou_2: 0.3835 loss_ce_3: 0.4251 loss_bbox_3: 0.2315 loss_giou_3: 0.3809 loss_ce_4: 0.4222 loss_bbox_4: 0.2279 loss_giou_4: 0.3728 time: 0.2801 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:18] d2.utils.events INFO: eta: 1 day, 7:43:14 iter: 44879 total_loss: 6.992 loss_ce: 0.4196 loss_bbox: 0.218 loss_giou: 0.407 loss_ce_0: 0.6053 loss_bbox_0: 0.3697 loss_giou_0: 0.5832 loss_ce_1: 0.5134 loss_bbox_1: 0.2499 loss_giou_1: 0.445 loss_ce_2: 0.4592 loss_bbox_2: 0.2257 loss_giou_2: 0.4182 loss_ce_3: 0.4233 loss_bbox_3: 0.2188 loss_giou_3: 0.406 loss_ce_4: 0.4246 loss_bbox_4: 0.2188 loss_giou_4: 0.4064 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:24] d2.utils.events INFO: eta: 1 day, 7:43:52 iter: 44899 total_loss: 6.955 loss_ce: 0.4275 loss_bbox: 0.2312 loss_giou: 0.3834 loss_ce_0: 0.6039 loss_bbox_0: 0.3884 loss_giou_0: 0.5878 loss_ce_1: 0.5048 loss_bbox_1: 0.2752 loss_giou_1: 0.4328 loss_ce_2: 0.4662 loss_bbox_2: 0.2435 loss_giou_2: 0.3974 loss_ce_3: 0.4297 loss_bbox_3: 0.2498 loss_giou_3: 0.3919 loss_ce_4: 0.4284 loss_bbox_4: 0.2314 loss_giou_4: 0.3824 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:30] d2.utils.events INFO: eta: 1 day, 7:44:50 iter: 44919 total_loss: 7.372 loss_ce: 0.4024 loss_bbox: 0.273 loss_giou: 0.4132 loss_ce_0: 0.5915 loss_bbox_0: 0.4068 loss_giou_0: 0.6095 loss_ce_1: 0.4864 loss_bbox_1: 0.2949 loss_giou_1: 0.464 loss_ce_2: 0.4386 loss_bbox_2: 0.2749 loss_giou_2: 0.4241 loss_ce_3: 0.4068 loss_bbox_3: 0.2708 loss_giou_3: 0.4174 loss_ce_4: 0.4026 loss_bbox_4: 0.2707 loss_giou_4: 0.4138 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:35] d2.utils.events INFO: eta: 1 day, 7:44:45 iter: 44939 total_loss: 6.924 loss_ce: 0.4129 loss_bbox: 0.2335 loss_giou: 0.3763 loss_ce_0: 0.5677 loss_bbox_0: 0.3904 loss_giou_0: 0.5741 loss_ce_1: 0.4878 loss_bbox_1: 0.274 loss_giou_1: 0.4367 loss_ce_2: 0.4411 loss_bbox_2: 0.2493 loss_giou_2: 0.3975 loss_ce_3: 0.4217 loss_bbox_3: 0.2411 loss_giou_3: 0.384 loss_ce_4: 0.4217 loss_bbox_4: 0.2325 loss_giou_4: 0.3782 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:41] d2.utils.events INFO: eta: 1 day, 7:44:16 iter: 44959 total_loss: 6.982 loss_ce: 0.416 loss_bbox: 0.213 loss_giou: 0.3896 loss_ce_0: 0.5849 loss_bbox_0: 0.3761 loss_giou_0: 0.6075 loss_ce_1: 0.4918 loss_bbox_1: 0.2568 loss_giou_1: 0.4594 loss_ce_2: 0.4475 loss_bbox_2: 0.219 loss_giou_2: 0.4093 loss_ce_3: 0.424 loss_bbox_3: 0.2191 loss_giou_3: 0.3957 loss_ce_4: 0.4102 loss_bbox_4: 0.2154 loss_giou_4: 0.3873 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:47] d2.utils.events INFO: eta: 1 day, 7:43:17 iter: 44979 total_loss: 6.936 loss_ce: 0.4212 loss_bbox: 0.237 loss_giou: 0.3977 loss_ce_0: 0.5705 loss_bbox_0: 0.3958 loss_giou_0: 0.5885 loss_ce_1: 0.4876 loss_bbox_1: 0.2737 loss_giou_1: 0.459 loss_ce_2: 0.4491 loss_bbox_2: 0.2449 loss_giou_2: 0.4183 loss_ce_3: 0.4295 loss_bbox_3: 0.2398 loss_giou_3: 0.4061 loss_ce_4: 0.4215 loss_bbox_4: 0.239 loss_giou_4: 0.3987 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 16:51:52] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0044999.pth [11/02 16:51:54] d2.utils.events INFO: eta: 1 day, 7:42:54 iter: 44999 total_loss: 6.758 loss_ce: 0.4011 loss_bbox: 0.2216 loss_giou: 0.3909 loss_ce_0: 0.5482 loss_bbox_0: 0.3675 loss_giou_0: 0.5976 loss_ce_1: 0.4565 loss_bbox_1: 0.2554 loss_giou_1: 0.4426 loss_ce_2: 0.4243 loss_bbox_2: 0.2257 loss_giou_2: 0.397 loss_ce_3: 0.4029 loss_bbox_3: 0.2189 loss_giou_3: 0.3861 loss_ce_4: 0.4014 loss_bbox_4: 0.2182 loss_giou_4: 0.3852 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:00] d2.utils.events INFO: eta: 1 day, 7:42:52 iter: 45019 total_loss: 7.014 loss_ce: 0.4247 loss_bbox: 0.226 loss_giou: 0.3903 loss_ce_0: 0.6056 loss_bbox_0: 0.3891 loss_giou_0: 0.6015 loss_ce_1: 0.4929 loss_bbox_1: 0.2612 loss_giou_1: 0.4477 loss_ce_2: 0.4515 loss_bbox_2: 0.2365 loss_giou_2: 0.4083 loss_ce_3: 0.4376 loss_bbox_3: 0.2321 loss_giou_3: 0.3905 loss_ce_4: 0.4272 loss_bbox_4: 0.2348 loss_giou_4: 0.3886 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:06] d2.utils.events INFO: eta: 1 day, 7:42:29 iter: 45039 total_loss: 7.3 loss_ce: 0.4189 loss_bbox: 0.227 loss_giou: 0.4045 loss_ce_0: 0.5942 loss_bbox_0: 0.3957 loss_giou_0: 0.6525 loss_ce_1: 0.4925 loss_bbox_1: 0.2647 loss_giou_1: 0.4606 loss_ce_2: 0.452 loss_bbox_2: 0.2434 loss_giou_2: 0.4129 loss_ce_3: 0.4326 loss_bbox_3: 0.2347 loss_giou_3: 0.409 loss_ce_4: 0.4182 loss_bbox_4: 0.2325 loss_giou_4: 0.4043 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:11] d2.utils.events INFO: eta: 1 day, 7:42:37 iter: 45059 total_loss: 6.974 loss_ce: 0.4335 loss_bbox: 0.2352 loss_giou: 0.3804 loss_ce_0: 0.5875 loss_bbox_0: 0.3944 loss_giou_0: 0.5681 loss_ce_1: 0.5018 loss_bbox_1: 0.2851 loss_giou_1: 0.4312 loss_ce_2: 0.4532 loss_bbox_2: 0.2531 loss_giou_2: 0.3955 loss_ce_3: 0.4322 loss_bbox_3: 0.2378 loss_giou_3: 0.3869 loss_ce_4: 0.438 loss_bbox_4: 0.2324 loss_giou_4: 0.3806 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:17] d2.utils.events INFO: eta: 1 day, 7:42:01 iter: 45079 total_loss: 6.701 loss_ce: 0.3819 loss_bbox: 0.2427 loss_giou: 0.3848 loss_ce_0: 0.5677 loss_bbox_0: 0.3757 loss_giou_0: 0.579 loss_ce_1: 0.4674 loss_bbox_1: 0.2718 loss_giou_1: 0.4346 loss_ce_2: 0.4268 loss_bbox_2: 0.2496 loss_giou_2: 0.4002 loss_ce_3: 0.3922 loss_bbox_3: 0.2459 loss_giou_3: 0.3883 loss_ce_4: 0.3804 loss_bbox_4: 0.2439 loss_giou_4: 0.3821 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:23] d2.utils.events INFO: eta: 1 day, 7:41:56 iter: 45099 total_loss: 7.224 loss_ce: 0.4327 loss_bbox: 0.2482 loss_giou: 0.3774 loss_ce_0: 0.5982 loss_bbox_0: 0.3962 loss_giou_0: 0.5661 loss_ce_1: 0.5083 loss_bbox_1: 0.2846 loss_giou_1: 0.4382 loss_ce_2: 0.4668 loss_bbox_2: 0.2563 loss_giou_2: 0.3954 loss_ce_3: 0.4303 loss_bbox_3: 0.2518 loss_giou_3: 0.3834 loss_ce_4: 0.4282 loss_bbox_4: 0.2468 loss_giou_4: 0.3748 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:28] d2.utils.events INFO: eta: 1 day, 7:42:17 iter: 45119 total_loss: 7.283 loss_ce: 0.4417 loss_bbox: 0.2283 loss_giou: 0.4095 loss_ce_0: 0.5957 loss_bbox_0: 0.393 loss_giou_0: 0.6369 loss_ce_1: 0.486 loss_bbox_1: 0.283 loss_giou_1: 0.4862 loss_ce_2: 0.4686 loss_bbox_2: 0.2392 loss_giou_2: 0.4341 loss_ce_3: 0.4411 loss_bbox_3: 0.2326 loss_giou_3: 0.4279 loss_ce_4: 0.4421 loss_bbox_4: 0.2277 loss_giou_4: 0.4124 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:34] d2.utils.events INFO: eta: 1 day, 7:42:01 iter: 45139 total_loss: 6.606 loss_ce: 0.3885 loss_bbox: 0.2139 loss_giou: 0.3526 loss_ce_0: 0.577 loss_bbox_0: 0.3812 loss_giou_0: 0.5523 loss_ce_1: 0.4649 loss_bbox_1: 0.2528 loss_giou_1: 0.4032 loss_ce_2: 0.4221 loss_bbox_2: 0.2299 loss_giou_2: 0.3725 loss_ce_3: 0.3977 loss_bbox_3: 0.218 loss_giou_3: 0.3596 loss_ce_4: 0.3873 loss_bbox_4: 0.2152 loss_giou_4: 0.3544 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:40] d2.utils.events INFO: eta: 1 day, 7:42:09 iter: 45159 total_loss: 7.302 loss_ce: 0.4146 loss_bbox: 0.2374 loss_giou: 0.416 loss_ce_0: 0.6018 loss_bbox_0: 0.3906 loss_giou_0: 0.6212 loss_ce_1: 0.5001 loss_bbox_1: 0.2841 loss_giou_1: 0.4793 loss_ce_2: 0.448 loss_bbox_2: 0.2485 loss_giou_2: 0.4339 loss_ce_3: 0.4204 loss_bbox_3: 0.2396 loss_giou_3: 0.4248 loss_ce_4: 0.4173 loss_bbox_4: 0.237 loss_giou_4: 0.4159 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:46] d2.utils.events INFO: eta: 1 day, 7:42:13 iter: 45179 total_loss: 6.891 loss_ce: 0.4287 loss_bbox: 0.241 loss_giou: 0.3983 loss_ce_0: 0.587 loss_bbox_0: 0.3971 loss_giou_0: 0.6024 loss_ce_1: 0.4969 loss_bbox_1: 0.2862 loss_giou_1: 0.4518 loss_ce_2: 0.4459 loss_bbox_2: 0.2582 loss_giou_2: 0.4075 loss_ce_3: 0.4307 loss_bbox_3: 0.2465 loss_giou_3: 0.4043 loss_ce_4: 0.425 loss_bbox_4: 0.2403 loss_giou_4: 0.3992 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:51] d2.utils.events INFO: eta: 1 day, 7:42:01 iter: 45199 total_loss: 7.179 loss_ce: 0.4351 loss_bbox: 0.2388 loss_giou: 0.3847 loss_ce_0: 0.5926 loss_bbox_0: 0.4094 loss_giou_0: 0.5949 loss_ce_1: 0.5003 loss_bbox_1: 0.2873 loss_giou_1: 0.4471 loss_ce_2: 0.4643 loss_bbox_2: 0.252 loss_giou_2: 0.4126 loss_ce_3: 0.4416 loss_bbox_3: 0.2463 loss_giou_3: 0.3965 loss_ce_4: 0.4387 loss_bbox_4: 0.2416 loss_giou_4: 0.39 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 16:52:57] d2.utils.events INFO: eta: 1 day, 7:41:55 iter: 45219 total_loss: 7.122 loss_ce: 0.4492 loss_bbox: 0.2383 loss_giou: 0.3788 loss_ce_0: 0.6034 loss_bbox_0: 0.3888 loss_giou_0: 0.5798 loss_ce_1: 0.5148 loss_bbox_1: 0.278 loss_giou_1: 0.4271 loss_ce_2: 0.4736 loss_bbox_2: 0.2499 loss_giou_2: 0.3925 loss_ce_3: 0.4546 loss_bbox_3: 0.2398 loss_giou_3: 0.3837 loss_ce_4: 0.4522 loss_bbox_4: 0.2357 loss_giou_4: 0.3797 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:03] d2.utils.events INFO: eta: 1 day, 7:41:05 iter: 45239 total_loss: 7.057 loss_ce: 0.4166 loss_bbox: 0.2217 loss_giou: 0.3801 loss_ce_0: 0.5826 loss_bbox_0: 0.3814 loss_giou_0: 0.5881 loss_ce_1: 0.4853 loss_bbox_1: 0.2669 loss_giou_1: 0.4398 loss_ce_2: 0.4418 loss_bbox_2: 0.2425 loss_giou_2: 0.3986 loss_ce_3: 0.4207 loss_bbox_3: 0.2318 loss_giou_3: 0.3919 loss_ce_4: 0.4148 loss_bbox_4: 0.2223 loss_giou_4: 0.3874 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:08] d2.utils.events INFO: eta: 1 day, 7:40:59 iter: 45259 total_loss: 6.789 loss_ce: 0.4036 loss_bbox: 0.2261 loss_giou: 0.4089 loss_ce_0: 0.5563 loss_bbox_0: 0.3747 loss_giou_0: 0.6337 loss_ce_1: 0.4732 loss_bbox_1: 0.2606 loss_giou_1: 0.471 loss_ce_2: 0.4236 loss_bbox_2: 0.2359 loss_giou_2: 0.4305 loss_ce_3: 0.4034 loss_bbox_3: 0.2248 loss_giou_3: 0.4202 loss_ce_4: 0.404 loss_bbox_4: 0.2229 loss_giou_4: 0.4117 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:14] d2.utils.events INFO: eta: 1 day, 7:41:01 iter: 45279 total_loss: 7.286 loss_ce: 0.4409 loss_bbox: 0.2255 loss_giou: 0.3861 loss_ce_0: 0.5965 loss_bbox_0: 0.4038 loss_giou_0: 0.584 loss_ce_1: 0.5126 loss_bbox_1: 0.2717 loss_giou_1: 0.428 loss_ce_2: 0.4566 loss_bbox_2: 0.241 loss_giou_2: 0.4036 loss_ce_3: 0.446 loss_bbox_3: 0.236 loss_giou_3: 0.3933 loss_ce_4: 0.4404 loss_bbox_4: 0.2318 loss_giou_4: 0.3838 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:20] d2.utils.events INFO: eta: 1 day, 7:40:48 iter: 45299 total_loss: 6.717 loss_ce: 0.3946 loss_bbox: 0.2347 loss_giou: 0.3757 loss_ce_0: 0.5678 loss_bbox_0: 0.3721 loss_giou_0: 0.5733 loss_ce_1: 0.4696 loss_bbox_1: 0.2724 loss_giou_1: 0.4373 loss_ce_2: 0.4331 loss_bbox_2: 0.2421 loss_giou_2: 0.4016 loss_ce_3: 0.404 loss_bbox_3: 0.2368 loss_giou_3: 0.3845 loss_ce_4: 0.3936 loss_bbox_4: 0.2354 loss_giou_4: 0.3787 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:25] d2.utils.events INFO: eta: 1 day, 7:40:24 iter: 45319 total_loss: 7.076 loss_ce: 0.4056 loss_bbox: 0.2309 loss_giou: 0.3848 loss_ce_0: 0.5701 loss_bbox_0: 0.3838 loss_giou_0: 0.5846 loss_ce_1: 0.4804 loss_bbox_1: 0.2676 loss_giou_1: 0.4463 loss_ce_2: 0.4432 loss_bbox_2: 0.2382 loss_giou_2: 0.4118 loss_ce_3: 0.4187 loss_bbox_3: 0.234 loss_giou_3: 0.3998 loss_ce_4: 0.4162 loss_bbox_4: 0.2329 loss_giou_4: 0.3882 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:31] d2.utils.events INFO: eta: 1 day, 7:40:18 iter: 45339 total_loss: 7.148 loss_ce: 0.4177 loss_bbox: 0.2304 loss_giou: 0.4009 loss_ce_0: 0.5894 loss_bbox_0: 0.3856 loss_giou_0: 0.6109 loss_ce_1: 0.492 loss_bbox_1: 0.263 loss_giou_1: 0.4633 loss_ce_2: 0.4413 loss_bbox_2: 0.2402 loss_giou_2: 0.4165 loss_ce_3: 0.4208 loss_bbox_3: 0.2357 loss_giou_3: 0.4067 loss_ce_4: 0.4191 loss_bbox_4: 0.2271 loss_giou_4: 0.4046 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:37] d2.utils.events INFO: eta: 1 day, 7:40:29 iter: 45359 total_loss: 6.979 loss_ce: 0.3925 loss_bbox: 0.2391 loss_giou: 0.4006 loss_ce_0: 0.575 loss_bbox_0: 0.3963 loss_giou_0: 0.6213 loss_ce_1: 0.473 loss_bbox_1: 0.2714 loss_giou_1: 0.4585 loss_ce_2: 0.426 loss_bbox_2: 0.2426 loss_giou_2: 0.4184 loss_ce_3: 0.4004 loss_bbox_3: 0.2428 loss_giou_3: 0.4065 loss_ce_4: 0.3903 loss_bbox_4: 0.2412 loss_giou_4: 0.4007 time: 0.2801 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:42] d2.utils.events INFO: eta: 1 day, 7:40:03 iter: 45379 total_loss: 6.917 loss_ce: 0.4087 loss_bbox: 0.2203 loss_giou: 0.3933 loss_ce_0: 0.5788 loss_bbox_0: 0.3802 loss_giou_0: 0.614 loss_ce_1: 0.4843 loss_bbox_1: 0.2556 loss_giou_1: 0.4586 loss_ce_2: 0.441 loss_bbox_2: 0.2313 loss_giou_2: 0.4068 loss_ce_3: 0.4158 loss_bbox_3: 0.2244 loss_giou_3: 0.3951 loss_ce_4: 0.4124 loss_bbox_4: 0.2246 loss_giou_4: 0.398 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:48] d2.utils.events INFO: eta: 1 day, 7:40:27 iter: 45399 total_loss: 7.2 loss_ce: 0.4064 loss_bbox: 0.226 loss_giou: 0.4172 loss_ce_0: 0.5879 loss_bbox_0: 0.3908 loss_giou_0: 0.614 loss_ce_1: 0.4856 loss_bbox_1: 0.275 loss_giou_1: 0.4654 loss_ce_2: 0.43 loss_bbox_2: 0.2425 loss_giou_2: 0.4374 loss_ce_3: 0.4144 loss_bbox_3: 0.2383 loss_giou_3: 0.422 loss_ce_4: 0.4064 loss_bbox_4: 0.2315 loss_giou_4: 0.4187 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:54] d2.utils.events INFO: eta: 1 day, 7:40:14 iter: 45419 total_loss: 6.853 loss_ce: 0.3774 loss_bbox: 0.2267 loss_giou: 0.3737 loss_ce_0: 0.5648 loss_bbox_0: 0.3861 loss_giou_0: 0.5675 loss_ce_1: 0.4612 loss_bbox_1: 0.2722 loss_giou_1: 0.4245 loss_ce_2: 0.4029 loss_bbox_2: 0.2526 loss_giou_2: 0.3954 loss_ce_3: 0.3746 loss_bbox_3: 0.2334 loss_giou_3: 0.3811 loss_ce_4: 0.3743 loss_bbox_4: 0.2316 loss_giou_4: 0.376 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 16:53:59] d2.utils.events INFO: eta: 1 day, 7:40:36 iter: 45439 total_loss: 7.028 loss_ce: 0.4128 loss_bbox: 0.2355 loss_giou: 0.4279 loss_ce_0: 0.5865 loss_bbox_0: 0.3944 loss_giou_0: 0.6256 loss_ce_1: 0.4749 loss_bbox_1: 0.2733 loss_giou_1: 0.4774 loss_ce_2: 0.4477 loss_bbox_2: 0.2496 loss_giou_2: 0.4339 loss_ce_3: 0.4175 loss_bbox_3: 0.2402 loss_giou_3: 0.4305 loss_ce_4: 0.4115 loss_bbox_4: 0.2336 loss_giou_4: 0.4296 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:05] d2.utils.events INFO: eta: 1 day, 7:40:38 iter: 45459 total_loss: 6.966 loss_ce: 0.3972 loss_bbox: 0.2276 loss_giou: 0.4114 loss_ce_0: 0.5557 loss_bbox_0: 0.3845 loss_giou_0: 0.6215 loss_ce_1: 0.4657 loss_bbox_1: 0.2772 loss_giou_1: 0.474 loss_ce_2: 0.4221 loss_bbox_2: 0.2453 loss_giou_2: 0.4345 loss_ce_3: 0.3983 loss_bbox_3: 0.2361 loss_giou_3: 0.4237 loss_ce_4: 0.404 loss_bbox_4: 0.2332 loss_giou_4: 0.4123 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:11] d2.utils.events INFO: eta: 1 day, 7:40:04 iter: 45479 total_loss: 6.965 loss_ce: 0.4112 loss_bbox: 0.2348 loss_giou: 0.3817 loss_ce_0: 0.5872 loss_bbox_0: 0.3793 loss_giou_0: 0.5555 loss_ce_1: 0.4848 loss_bbox_1: 0.2684 loss_giou_1: 0.4245 loss_ce_2: 0.4369 loss_bbox_2: 0.2459 loss_giou_2: 0.3925 loss_ce_3: 0.4173 loss_bbox_3: 0.2357 loss_giou_3: 0.3855 loss_ce_4: 0.4079 loss_bbox_4: 0.2336 loss_giou_4: 0.3812 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:16] d2.utils.events INFO: eta: 1 day, 7:39:30 iter: 45499 total_loss: 7.328 loss_ce: 0.4222 loss_bbox: 0.2476 loss_giou: 0.3947 loss_ce_0: 0.5755 loss_bbox_0: 0.4139 loss_giou_0: 0.5673 loss_ce_1: 0.4976 loss_bbox_1: 0.2927 loss_giou_1: 0.4427 loss_ce_2: 0.4508 loss_bbox_2: 0.2613 loss_giou_2: 0.4121 loss_ce_3: 0.4243 loss_bbox_3: 0.2551 loss_giou_3: 0.3947 loss_ce_4: 0.421 loss_bbox_4: 0.2496 loss_giou_4: 0.3982 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:22] d2.utils.events INFO: eta: 1 day, 7:40:10 iter: 45519 total_loss: 6.887 loss_ce: 0.4097 loss_bbox: 0.2226 loss_giou: 0.3844 loss_ce_0: 0.5756 loss_bbox_0: 0.3695 loss_giou_0: 0.5838 loss_ce_1: 0.4792 loss_bbox_1: 0.257 loss_giou_1: 0.4444 loss_ce_2: 0.4396 loss_bbox_2: 0.2362 loss_giou_2: 0.4071 loss_ce_3: 0.4136 loss_bbox_3: 0.2275 loss_giou_3: 0.3838 loss_ce_4: 0.411 loss_bbox_4: 0.2206 loss_giou_4: 0.3818 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:28] d2.utils.events INFO: eta: 1 day, 7:40:04 iter: 45539 total_loss: 6.937 loss_ce: 0.4167 loss_bbox: 0.2336 loss_giou: 0.3882 loss_ce_0: 0.5968 loss_bbox_0: 0.381 loss_giou_0: 0.603 loss_ce_1: 0.4949 loss_bbox_1: 0.2636 loss_giou_1: 0.4503 loss_ce_2: 0.4406 loss_bbox_2: 0.2405 loss_giou_2: 0.4081 loss_ce_3: 0.4213 loss_bbox_3: 0.226 loss_giou_3: 0.3954 loss_ce_4: 0.4124 loss_bbox_4: 0.2322 loss_giou_4: 0.3921 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:34] d2.utils.events INFO: eta: 1 day, 7:40:26 iter: 45559 total_loss: 6.952 loss_ce: 0.4041 loss_bbox: 0.2347 loss_giou: 0.3828 loss_ce_0: 0.5737 loss_bbox_0: 0.3905 loss_giou_0: 0.5874 loss_ce_1: 0.4784 loss_bbox_1: 0.2797 loss_giou_1: 0.4449 loss_ce_2: 0.4413 loss_bbox_2: 0.2476 loss_giou_2: 0.4015 loss_ce_3: 0.4116 loss_bbox_3: 0.2411 loss_giou_3: 0.3934 loss_ce_4: 0.4041 loss_bbox_4: 0.2394 loss_giou_4: 0.3835 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:39] d2.utils.events INFO: eta: 1 day, 7:40:52 iter: 45579 total_loss: 7.204 loss_ce: 0.4106 loss_bbox: 0.2327 loss_giou: 0.4194 loss_ce_0: 0.5909 loss_bbox_0: 0.3888 loss_giou_0: 0.606 loss_ce_1: 0.4869 loss_bbox_1: 0.272 loss_giou_1: 0.4585 loss_ce_2: 0.4244 loss_bbox_2: 0.2369 loss_giou_2: 0.425 loss_ce_3: 0.4182 loss_bbox_3: 0.2311 loss_giou_3: 0.4131 loss_ce_4: 0.4121 loss_bbox_4: 0.2304 loss_giou_4: 0.4164 time: 0.2801 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:45] d2.utils.events INFO: eta: 1 day, 7:41:05 iter: 45599 total_loss: 7.056 loss_ce: 0.4267 loss_bbox: 0.21 loss_giou: 0.4021 loss_ce_0: 0.6142 loss_bbox_0: 0.3696 loss_giou_0: 0.623 loss_ce_1: 0.512 loss_bbox_1: 0.2533 loss_giou_1: 0.4628 loss_ce_2: 0.4418 loss_bbox_2: 0.2249 loss_giou_2: 0.4241 loss_ce_3: 0.4256 loss_bbox_3: 0.2195 loss_giou_3: 0.4125 loss_ce_4: 0.4301 loss_bbox_4: 0.2076 loss_giou_4: 0.4054 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:51] d2.utils.events INFO: eta: 1 day, 7:41:27 iter: 45619 total_loss: 7.116 loss_ce: 0.439 loss_bbox: 0.2294 loss_giou: 0.3738 loss_ce_0: 0.5855 loss_bbox_0: 0.3814 loss_giou_0: 0.5854 loss_ce_1: 0.5165 loss_bbox_1: 0.2707 loss_giou_1: 0.4478 loss_ce_2: 0.4747 loss_bbox_2: 0.2527 loss_giou_2: 0.3984 loss_ce_3: 0.4416 loss_bbox_3: 0.2359 loss_giou_3: 0.3842 loss_ce_4: 0.4413 loss_bbox_4: 0.2346 loss_giou_4: 0.377 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 16:54:56] d2.utils.events INFO: eta: 1 day, 7:41:29 iter: 45639 total_loss: 6.935 loss_ce: 0.406 loss_bbox: 0.2382 loss_giou: 0.3837 loss_ce_0: 0.5806 loss_bbox_0: 0.3854 loss_giou_0: 0.5833 loss_ce_1: 0.4855 loss_bbox_1: 0.2791 loss_giou_1: 0.4465 loss_ce_2: 0.4414 loss_bbox_2: 0.2454 loss_giou_2: 0.401 loss_ce_3: 0.4065 loss_bbox_3: 0.2432 loss_giou_3: 0.3876 loss_ce_4: 0.3997 loss_bbox_4: 0.2414 loss_giou_4: 0.3831 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:02] d2.utils.events INFO: eta: 1 day, 7:40:59 iter: 45659 total_loss: 7.191 loss_ce: 0.4295 loss_bbox: 0.2212 loss_giou: 0.402 loss_ce_0: 0.5932 loss_bbox_0: 0.3724 loss_giou_0: 0.6363 loss_ce_1: 0.5007 loss_bbox_1: 0.26 loss_giou_1: 0.4718 loss_ce_2: 0.4602 loss_bbox_2: 0.2384 loss_giou_2: 0.4171 loss_ce_3: 0.434 loss_bbox_3: 0.2267 loss_giou_3: 0.405 loss_ce_4: 0.426 loss_bbox_4: 0.2217 loss_giou_4: 0.4029 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:08] d2.utils.events INFO: eta: 1 day, 7:41:22 iter: 45679 total_loss: 7.099 loss_ce: 0.4103 loss_bbox: 0.242 loss_giou: 0.3927 loss_ce_0: 0.5825 loss_bbox_0: 0.3882 loss_giou_0: 0.5895 loss_ce_1: 0.487 loss_bbox_1: 0.2741 loss_giou_1: 0.4523 loss_ce_2: 0.4434 loss_bbox_2: 0.2627 loss_giou_2: 0.41 loss_ce_3: 0.4126 loss_bbox_3: 0.2468 loss_giou_3: 0.401 loss_ce_4: 0.4087 loss_bbox_4: 0.2434 loss_giou_4: 0.3946 time: 0.2801 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:13] d2.utils.events INFO: eta: 1 day, 7:41:18 iter: 45699 total_loss: 6.856 loss_ce: 0.3936 loss_bbox: 0.2425 loss_giou: 0.3829 loss_ce_0: 0.5722 loss_bbox_0: 0.3932 loss_giou_0: 0.5673 loss_ce_1: 0.4726 loss_bbox_1: 0.2758 loss_giou_1: 0.4286 loss_ce_2: 0.4279 loss_bbox_2: 0.253 loss_giou_2: 0.3965 loss_ce_3: 0.4078 loss_bbox_3: 0.2419 loss_giou_3: 0.3906 loss_ce_4: 0.4019 loss_bbox_4: 0.2377 loss_giou_4: 0.3834 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:19] d2.utils.events INFO: eta: 1 day, 7:41:13 iter: 45719 total_loss: 6.801 loss_ce: 0.3857 loss_bbox: 0.2311 loss_giou: 0.3764 loss_ce_0: 0.5648 loss_bbox_0: 0.3916 loss_giou_0: 0.6031 loss_ce_1: 0.4753 loss_bbox_1: 0.2703 loss_giou_1: 0.4489 loss_ce_2: 0.4191 loss_bbox_2: 0.2438 loss_giou_2: 0.4107 loss_ce_3: 0.3945 loss_bbox_3: 0.2366 loss_giou_3: 0.3942 loss_ce_4: 0.3872 loss_bbox_4: 0.228 loss_giou_4: 0.3853 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:25] d2.utils.events INFO: eta: 1 day, 7:41:04 iter: 45739 total_loss: 7.145 loss_ce: 0.409 loss_bbox: 0.232 loss_giou: 0.4381 loss_ce_0: 0.5842 loss_bbox_0: 0.3898 loss_giou_0: 0.6508 loss_ce_1: 0.4907 loss_bbox_1: 0.2699 loss_giou_1: 0.4922 loss_ce_2: 0.4391 loss_bbox_2: 0.2452 loss_giou_2: 0.4535 loss_ce_3: 0.4192 loss_bbox_3: 0.2375 loss_giou_3: 0.4418 loss_ce_4: 0.4044 loss_bbox_4: 0.232 loss_giou_4: 0.4375 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:31] d2.utils.events INFO: eta: 1 day, 7:41:02 iter: 45759 total_loss: 6.805 loss_ce: 0.4149 loss_bbox: 0.2263 loss_giou: 0.3846 loss_ce_0: 0.5936 loss_bbox_0: 0.3888 loss_giou_0: 0.6001 loss_ce_1: 0.4903 loss_bbox_1: 0.2703 loss_giou_1: 0.4407 loss_ce_2: 0.4443 loss_bbox_2: 0.2352 loss_giou_2: 0.404 loss_ce_3: 0.4234 loss_bbox_3: 0.2389 loss_giou_3: 0.3921 loss_ce_4: 0.4086 loss_bbox_4: 0.2308 loss_giou_4: 0.388 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:36] d2.utils.events INFO: eta: 1 day, 7:40:14 iter: 45779 total_loss: 7.056 loss_ce: 0.4072 loss_bbox: 0.2564 loss_giou: 0.4071 loss_ce_0: 0.6029 loss_bbox_0: 0.4121 loss_giou_0: 0.5879 loss_ce_1: 0.4876 loss_bbox_1: 0.3013 loss_giou_1: 0.4572 loss_ce_2: 0.4336 loss_bbox_2: 0.2757 loss_giou_2: 0.4236 loss_ce_3: 0.4092 loss_bbox_3: 0.2589 loss_giou_3: 0.4087 loss_ce_4: 0.4035 loss_bbox_4: 0.2533 loss_giou_4: 0.4063 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:42] d2.utils.events INFO: eta: 1 day, 7:39:39 iter: 45799 total_loss: 7.14 loss_ce: 0.4135 loss_bbox: 0.2425 loss_giou: 0.3809 loss_ce_0: 0.5926 loss_bbox_0: 0.4004 loss_giou_0: 0.6042 loss_ce_1: 0.5044 loss_bbox_1: 0.2755 loss_giou_1: 0.4419 loss_ce_2: 0.4488 loss_bbox_2: 0.2489 loss_giou_2: 0.4017 loss_ce_3: 0.4194 loss_bbox_3: 0.2413 loss_giou_3: 0.3928 loss_ce_4: 0.4172 loss_bbox_4: 0.2415 loss_giou_4: 0.3868 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:48] d2.utils.events INFO: eta: 1 day, 7:38:05 iter: 45819 total_loss: 6.926 loss_ce: 0.3918 loss_bbox: 0.2256 loss_giou: 0.4063 loss_ce_0: 0.5686 loss_bbox_0: 0.3864 loss_giou_0: 0.5949 loss_ce_1: 0.4868 loss_bbox_1: 0.2672 loss_giou_1: 0.4578 loss_ce_2: 0.4214 loss_bbox_2: 0.2321 loss_giou_2: 0.4269 loss_ce_3: 0.3955 loss_bbox_3: 0.2298 loss_giou_3: 0.4145 loss_ce_4: 0.3925 loss_bbox_4: 0.2271 loss_giou_4: 0.4079 time: 0.2801 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:53] d2.utils.events INFO: eta: 1 day, 7:37:57 iter: 45839 total_loss: 6.774 loss_ce: 0.3882 loss_bbox: 0.2254 loss_giou: 0.3647 loss_ce_0: 0.5806 loss_bbox_0: 0.3872 loss_giou_0: 0.577 loss_ce_1: 0.4711 loss_bbox_1: 0.2698 loss_giou_1: 0.4195 loss_ce_2: 0.4213 loss_bbox_2: 0.2399 loss_giou_2: 0.3848 loss_ce_3: 0.4013 loss_bbox_3: 0.2315 loss_giou_3: 0.368 loss_ce_4: 0.3916 loss_bbox_4: 0.229 loss_giou_4: 0.3722 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 16:55:59] d2.utils.events INFO: eta: 1 day, 7:37:49 iter: 45859 total_loss: 7.065 loss_ce: 0.414 loss_bbox: 0.2452 loss_giou: 0.3977 loss_ce_0: 0.5908 loss_bbox_0: 0.3915 loss_giou_0: 0.6228 loss_ce_1: 0.4955 loss_bbox_1: 0.2786 loss_giou_1: 0.468 loss_ce_2: 0.4411 loss_bbox_2: 0.2543 loss_giou_2: 0.4263 loss_ce_3: 0.4178 loss_bbox_3: 0.2471 loss_giou_3: 0.4028 loss_ce_4: 0.4153 loss_bbox_4: 0.2431 loss_giou_4: 0.3961 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:05] d2.utils.events INFO: eta: 1 day, 7:37:43 iter: 45879 total_loss: 7.101 loss_ce: 0.4182 loss_bbox: 0.2287 loss_giou: 0.408 loss_ce_0: 0.5706 loss_bbox_0: 0.3724 loss_giou_0: 0.5994 loss_ce_1: 0.49 loss_bbox_1: 0.2616 loss_giou_1: 0.4672 loss_ce_2: 0.4335 loss_bbox_2: 0.2375 loss_giou_2: 0.4315 loss_ce_3: 0.4212 loss_bbox_3: 0.2336 loss_giou_3: 0.4149 loss_ce_4: 0.4146 loss_bbox_4: 0.2294 loss_giou_4: 0.4131 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:10] d2.utils.events INFO: eta: 1 day, 7:37:37 iter: 45899 total_loss: 6.856 loss_ce: 0.4108 loss_bbox: 0.2202 loss_giou: 0.4022 loss_ce_0: 0.5855 loss_bbox_0: 0.3836 loss_giou_0: 0.5989 loss_ce_1: 0.4806 loss_bbox_1: 0.2541 loss_giou_1: 0.4554 loss_ce_2: 0.4364 loss_bbox_2: 0.2355 loss_giou_2: 0.414 loss_ce_3: 0.4121 loss_bbox_3: 0.2232 loss_giou_3: 0.4136 loss_ce_4: 0.4068 loss_bbox_4: 0.222 loss_giou_4: 0.4004 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:16] d2.utils.events INFO: eta: 1 day, 7:37:16 iter: 45919 total_loss: 6.929 loss_ce: 0.4049 loss_bbox: 0.2376 loss_giou: 0.3908 loss_ce_0: 0.5767 loss_bbox_0: 0.374 loss_giou_0: 0.6021 loss_ce_1: 0.4764 loss_bbox_1: 0.2853 loss_giou_1: 0.4554 loss_ce_2: 0.4283 loss_bbox_2: 0.2518 loss_giou_2: 0.4018 loss_ce_3: 0.4055 loss_bbox_3: 0.2406 loss_giou_3: 0.3871 loss_ce_4: 0.406 loss_bbox_4: 0.2395 loss_giou_4: 0.3871 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:22] d2.utils.events INFO: eta: 1 day, 7:36:52 iter: 45939 total_loss: 7.142 loss_ce: 0.4273 loss_bbox: 0.24 loss_giou: 0.399 loss_ce_0: 0.5959 loss_bbox_0: 0.4056 loss_giou_0: 0.6051 loss_ce_1: 0.5014 loss_bbox_1: 0.2892 loss_giou_1: 0.4535 loss_ce_2: 0.4604 loss_bbox_2: 0.2625 loss_giou_2: 0.4177 loss_ce_3: 0.4381 loss_bbox_3: 0.2445 loss_giou_3: 0.4096 loss_ce_4: 0.4327 loss_bbox_4: 0.2396 loss_giou_4: 0.3999 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:28] d2.utils.events INFO: eta: 1 day, 7:36:46 iter: 45959 total_loss: 7.293 loss_ce: 0.4349 loss_bbox: 0.2356 loss_giou: 0.3892 loss_ce_0: 0.6004 loss_bbox_0: 0.3935 loss_giou_0: 0.601 loss_ce_1: 0.4913 loss_bbox_1: 0.2896 loss_giou_1: 0.4512 loss_ce_2: 0.4677 loss_bbox_2: 0.2534 loss_giou_2: 0.4147 loss_ce_3: 0.4406 loss_bbox_3: 0.2388 loss_giou_3: 0.3957 loss_ce_4: 0.4316 loss_bbox_4: 0.2364 loss_giou_4: 0.3885 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:33] d2.utils.events INFO: eta: 1 day, 7:36:41 iter: 45979 total_loss: 7.184 loss_ce: 0.4316 loss_bbox: 0.2458 loss_giou: 0.3965 loss_ce_0: 0.5961 loss_bbox_0: 0.4024 loss_giou_0: 0.5806 loss_ce_1: 0.4971 loss_bbox_1: 0.2859 loss_giou_1: 0.4518 loss_ce_2: 0.4501 loss_bbox_2: 0.2566 loss_giou_2: 0.4101 loss_ce_3: 0.427 loss_bbox_3: 0.2517 loss_giou_3: 0.4033 loss_ce_4: 0.4264 loss_bbox_4: 0.2505 loss_giou_4: 0.4029 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:39] d2.utils.events INFO: eta: 1 day, 7:36:53 iter: 45999 total_loss: 6.931 loss_ce: 0.3893 loss_bbox: 0.2237 loss_giou: 0.3985 loss_ce_0: 0.5477 loss_bbox_0: 0.3821 loss_giou_0: 0.6031 loss_ce_1: 0.4625 loss_bbox_1: 0.2609 loss_giou_1: 0.4538 loss_ce_2: 0.4125 loss_bbox_2: 0.2387 loss_giou_2: 0.4247 loss_ce_3: 0.3943 loss_bbox_3: 0.2348 loss_giou_3: 0.409 loss_ce_4: 0.3863 loss_bbox_4: 0.2336 loss_giou_4: 0.4062 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:45] d2.utils.events INFO: eta: 1 day, 7:37:02 iter: 46019 total_loss: 7.151 loss_ce: 0.4423 loss_bbox: 0.2303 loss_giou: 0.3952 loss_ce_0: 0.5893 loss_bbox_0: 0.3866 loss_giou_0: 0.6109 loss_ce_1: 0.5119 loss_bbox_1: 0.2681 loss_giou_1: 0.4393 loss_ce_2: 0.4584 loss_bbox_2: 0.2482 loss_giou_2: 0.4122 loss_ce_3: 0.449 loss_bbox_3: 0.2368 loss_giou_3: 0.3985 loss_ce_4: 0.4381 loss_bbox_4: 0.2321 loss_giou_4: 0.3945 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:50] d2.utils.events INFO: eta: 1 day, 7:37:00 iter: 46039 total_loss: 7.26 loss_ce: 0.4416 loss_bbox: 0.2297 loss_giou: 0.3994 loss_ce_0: 0.6003 loss_bbox_0: 0.3976 loss_giou_0: 0.6174 loss_ce_1: 0.5054 loss_bbox_1: 0.2839 loss_giou_1: 0.4644 loss_ce_2: 0.4633 loss_bbox_2: 0.2493 loss_giou_2: 0.427 loss_ce_3: 0.4454 loss_bbox_3: 0.2363 loss_giou_3: 0.4079 loss_ce_4: 0.4416 loss_bbox_4: 0.2313 loss_giou_4: 0.4016 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 16:56:56] d2.utils.events INFO: eta: 1 day, 7:36:51 iter: 46059 total_loss: 7.121 loss_ce: 0.4424 loss_bbox: 0.2413 loss_giou: 0.371 loss_ce_0: 0.5965 loss_bbox_0: 0.4158 loss_giou_0: 0.5773 loss_ce_1: 0.5105 loss_bbox_1: 0.2802 loss_giou_1: 0.4299 loss_ce_2: 0.4738 loss_bbox_2: 0.2563 loss_giou_2: 0.3979 loss_ce_3: 0.4538 loss_bbox_3: 0.2454 loss_giou_3: 0.3836 loss_ce_4: 0.4372 loss_bbox_4: 0.2393 loss_giou_4: 0.3726 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:02] d2.utils.events INFO: eta: 1 day, 7:36:52 iter: 46079 total_loss: 6.861 loss_ce: 0.4032 loss_bbox: 0.2219 loss_giou: 0.396 loss_ce_0: 0.5607 loss_bbox_0: 0.3799 loss_giou_0: 0.6146 loss_ce_1: 0.4769 loss_bbox_1: 0.2625 loss_giou_1: 0.448 loss_ce_2: 0.4267 loss_bbox_2: 0.2341 loss_giou_2: 0.4144 loss_ce_3: 0.4033 loss_bbox_3: 0.2269 loss_giou_3: 0.406 loss_ce_4: 0.3996 loss_bbox_4: 0.2234 loss_giou_4: 0.3969 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:07] d2.utils.events INFO: eta: 1 day, 7:36:57 iter: 46099 total_loss: 6.861 loss_ce: 0.4122 loss_bbox: 0.2293 loss_giou: 0.3783 loss_ce_0: 0.5836 loss_bbox_0: 0.3984 loss_giou_0: 0.5749 loss_ce_1: 0.4888 loss_bbox_1: 0.2796 loss_giou_1: 0.436 loss_ce_2: 0.4463 loss_bbox_2: 0.2465 loss_giou_2: 0.3985 loss_ce_3: 0.4218 loss_bbox_3: 0.2339 loss_giou_3: 0.3849 loss_ce_4: 0.4162 loss_bbox_4: 0.2297 loss_giou_4: 0.3749 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:13] d2.utils.events INFO: eta: 1 day, 7:36:51 iter: 46119 total_loss: 7.194 loss_ce: 0.4164 loss_bbox: 0.2343 loss_giou: 0.3992 loss_ce_0: 0.5767 loss_bbox_0: 0.4017 loss_giou_0: 0.6088 loss_ce_1: 0.4821 loss_bbox_1: 0.2748 loss_giou_1: 0.4543 loss_ce_2: 0.4436 loss_bbox_2: 0.2548 loss_giou_2: 0.4218 loss_ce_3: 0.4214 loss_bbox_3: 0.242 loss_giou_3: 0.4096 loss_ce_4: 0.4106 loss_bbox_4: 0.2388 loss_giou_4: 0.4031 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:19] d2.utils.events INFO: eta: 1 day, 7:36:32 iter: 46139 total_loss: 6.916 loss_ce: 0.435 loss_bbox: 0.2139 loss_giou: 0.3864 loss_ce_0: 0.5996 loss_bbox_0: 0.385 loss_giou_0: 0.5876 loss_ce_1: 0.5149 loss_bbox_1: 0.2523 loss_giou_1: 0.4342 loss_ce_2: 0.4715 loss_bbox_2: 0.2305 loss_giou_2: 0.4057 loss_ce_3: 0.4314 loss_bbox_3: 0.2176 loss_giou_3: 0.3949 loss_ce_4: 0.4376 loss_bbox_4: 0.2173 loss_giou_4: 0.3904 time: 0.2801 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:25] d2.utils.events INFO: eta: 1 day, 7:36:37 iter: 46159 total_loss: 7.235 loss_ce: 0.4184 loss_bbox: 0.2324 loss_giou: 0.3869 loss_ce_0: 0.5941 loss_bbox_0: 0.4033 loss_giou_0: 0.5998 loss_ce_1: 0.4919 loss_bbox_1: 0.2906 loss_giou_1: 0.4536 loss_ce_2: 0.4483 loss_bbox_2: 0.2567 loss_giou_2: 0.4156 loss_ce_3: 0.4185 loss_bbox_3: 0.24 loss_giou_3: 0.3958 loss_ce_4: 0.4195 loss_bbox_4: 0.2371 loss_giou_4: 0.3878 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:30] d2.utils.events INFO: eta: 1 day, 7:36:21 iter: 46179 total_loss: 6.95 loss_ce: 0.4006 loss_bbox: 0.2317 loss_giou: 0.3918 loss_ce_0: 0.5691 loss_bbox_0: 0.395 loss_giou_0: 0.6023 loss_ce_1: 0.4691 loss_bbox_1: 0.2816 loss_giou_1: 0.4464 loss_ce_2: 0.4248 loss_bbox_2: 0.248 loss_giou_2: 0.415 loss_ce_3: 0.4008 loss_bbox_3: 0.2398 loss_giou_3: 0.3933 loss_ce_4: 0.4029 loss_bbox_4: 0.2362 loss_giou_4: 0.3952 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:36] d2.utils.events INFO: eta: 1 day, 7:36:15 iter: 46199 total_loss: 7.403 loss_ce: 0.4498 loss_bbox: 0.241 loss_giou: 0.3778 loss_ce_0: 0.6029 loss_bbox_0: 0.4117 loss_giou_0: 0.5569 loss_ce_1: 0.5297 loss_bbox_1: 0.2808 loss_giou_1: 0.4237 loss_ce_2: 0.4818 loss_bbox_2: 0.248 loss_giou_2: 0.3905 loss_ce_3: 0.4671 loss_bbox_3: 0.2432 loss_giou_3: 0.3789 loss_ce_4: 0.4655 loss_bbox_4: 0.2375 loss_giou_4: 0.3785 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:42] d2.utils.events INFO: eta: 1 day, 7:36:30 iter: 46219 total_loss: 7.245 loss_ce: 0.429 loss_bbox: 0.2367 loss_giou: 0.4029 loss_ce_0: 0.6094 loss_bbox_0: 0.4032 loss_giou_0: 0.6008 loss_ce_1: 0.5103 loss_bbox_1: 0.2794 loss_giou_1: 0.4645 loss_ce_2: 0.4641 loss_bbox_2: 0.2538 loss_giou_2: 0.4245 loss_ce_3: 0.4315 loss_bbox_3: 0.2463 loss_giou_3: 0.4108 loss_ce_4: 0.4269 loss_bbox_4: 0.2414 loss_giou_4: 0.4063 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:47] d2.utils.events INFO: eta: 1 day, 7:37:35 iter: 46239 total_loss: 7.064 loss_ce: 0.4123 loss_bbox: 0.2236 loss_giou: 0.3948 loss_ce_0: 0.585 loss_bbox_0: 0.3718 loss_giou_0: 0.6258 loss_ce_1: 0.4825 loss_bbox_1: 0.2543 loss_giou_1: 0.4446 loss_ce_2: 0.4395 loss_bbox_2: 0.2304 loss_giou_2: 0.4106 loss_ce_3: 0.4163 loss_bbox_3: 0.2219 loss_giou_3: 0.3952 loss_ce_4: 0.41 loss_bbox_4: 0.2228 loss_giou_4: 0.3919 time: 0.2801 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:53] d2.utils.events INFO: eta: 1 day, 7:37:19 iter: 46259 total_loss: 6.786 loss_ce: 0.3998 loss_bbox: 0.232 loss_giou: 0.3767 loss_ce_0: 0.5714 loss_bbox_0: 0.3735 loss_giou_0: 0.5611 loss_ce_1: 0.4678 loss_bbox_1: 0.2622 loss_giou_1: 0.4187 loss_ce_2: 0.4264 loss_bbox_2: 0.2386 loss_giou_2: 0.3943 loss_ce_3: 0.4094 loss_bbox_3: 0.2336 loss_giou_3: 0.382 loss_ce_4: 0.4002 loss_bbox_4: 0.233 loss_giou_4: 0.3852 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 16:57:59] d2.utils.events INFO: eta: 1 day, 7:36:31 iter: 46279 total_loss: 6.677 loss_ce: 0.4032 loss_bbox: 0.2176 loss_giou: 0.3717 loss_ce_0: 0.5674 loss_bbox_0: 0.3925 loss_giou_0: 0.59 loss_ce_1: 0.4789 loss_bbox_1: 0.2558 loss_giou_1: 0.413 loss_ce_2: 0.4306 loss_bbox_2: 0.2321 loss_giou_2: 0.3837 loss_ce_3: 0.4019 loss_bbox_3: 0.2254 loss_giou_3: 0.3726 loss_ce_4: 0.4008 loss_bbox_4: 0.2167 loss_giou_4: 0.3691 time: 0.2801 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:04] d2.utils.events INFO: eta: 1 day, 7:36:15 iter: 46299 total_loss: 6.951 loss_ce: 0.4138 loss_bbox: 0.2251 loss_giou: 0.4033 loss_ce_0: 0.5814 loss_bbox_0: 0.3845 loss_giou_0: 0.624 loss_ce_1: 0.4828 loss_bbox_1: 0.2639 loss_giou_1: 0.463 loss_ce_2: 0.4429 loss_bbox_2: 0.2398 loss_giou_2: 0.4206 loss_ce_3: 0.4248 loss_bbox_3: 0.2304 loss_giou_3: 0.4069 loss_ce_4: 0.4185 loss_bbox_4: 0.2262 loss_giou_4: 0.4034 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:10] d2.utils.events INFO: eta: 1 day, 7:35:36 iter: 46319 total_loss: 7.297 loss_ce: 0.4337 loss_bbox: 0.2544 loss_giou: 0.397 loss_ce_0: 0.6188 loss_bbox_0: 0.4093 loss_giou_0: 0.6013 loss_ce_1: 0.5138 loss_bbox_1: 0.2883 loss_giou_1: 0.4604 loss_ce_2: 0.4676 loss_bbox_2: 0.2585 loss_giou_2: 0.4193 loss_ce_3: 0.4359 loss_bbox_3: 0.2577 loss_giou_3: 0.4046 loss_ce_4: 0.4329 loss_bbox_4: 0.2545 loss_giou_4: 0.4018 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:16] d2.utils.events INFO: eta: 1 day, 7:36:14 iter: 46339 total_loss: 6.912 loss_ce: 0.3975 loss_bbox: 0.2377 loss_giou: 0.3884 loss_ce_0: 0.5749 loss_bbox_0: 0.3879 loss_giou_0: 0.6025 loss_ce_1: 0.4676 loss_bbox_1: 0.2731 loss_giou_1: 0.4424 loss_ce_2: 0.4254 loss_bbox_2: 0.2486 loss_giou_2: 0.404 loss_ce_3: 0.4 loss_bbox_3: 0.2421 loss_giou_3: 0.3947 loss_ce_4: 0.4005 loss_bbox_4: 0.2398 loss_giou_4: 0.3905 time: 0.2801 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:21] d2.utils.events INFO: eta: 1 day, 7:36:38 iter: 46359 total_loss: 7.34 loss_ce: 0.4282 loss_bbox: 0.2459 loss_giou: 0.3831 loss_ce_0: 0.5904 loss_bbox_0: 0.412 loss_giou_0: 0.5955 loss_ce_1: 0.5014 loss_bbox_1: 0.3 loss_giou_1: 0.4395 loss_ce_2: 0.449 loss_bbox_2: 0.2674 loss_giou_2: 0.4039 loss_ce_3: 0.4376 loss_bbox_3: 0.2548 loss_giou_3: 0.3859 loss_ce_4: 0.4376 loss_bbox_4: 0.2432 loss_giou_4: 0.3846 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:27] d2.utils.events INFO: eta: 1 day, 7:36:10 iter: 46379 total_loss: 7.279 loss_ce: 0.4392 loss_bbox: 0.251 loss_giou: 0.4028 loss_ce_0: 0.6132 loss_bbox_0: 0.4045 loss_giou_0: 0.5996 loss_ce_1: 0.5176 loss_bbox_1: 0.2811 loss_giou_1: 0.4427 loss_ce_2: 0.4762 loss_bbox_2: 0.2563 loss_giou_2: 0.4129 loss_ce_3: 0.4452 loss_bbox_3: 0.2479 loss_giou_3: 0.3999 loss_ce_4: 0.448 loss_bbox_4: 0.2484 loss_giou_4: 0.3999 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:33] d2.utils.events INFO: eta: 1 day, 7:35:28 iter: 46399 total_loss: 7.055 loss_ce: 0.4185 loss_bbox: 0.2292 loss_giou: 0.3901 loss_ce_0: 0.5884 loss_bbox_0: 0.4029 loss_giou_0: 0.6104 loss_ce_1: 0.4945 loss_bbox_1: 0.2729 loss_giou_1: 0.4448 loss_ce_2: 0.4468 loss_bbox_2: 0.2464 loss_giou_2: 0.4052 loss_ce_3: 0.4192 loss_bbox_3: 0.2299 loss_giou_3: 0.3933 loss_ce_4: 0.4196 loss_bbox_4: 0.232 loss_giou_4: 0.3936 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:38] d2.utils.events INFO: eta: 1 day, 7:35:23 iter: 46419 total_loss: 7.089 loss_ce: 0.3994 loss_bbox: 0.2416 loss_giou: 0.367 loss_ce_0: 0.586 loss_bbox_0: 0.3936 loss_giou_0: 0.5551 loss_ce_1: 0.5005 loss_bbox_1: 0.2791 loss_giou_1: 0.4162 loss_ce_2: 0.4442 loss_bbox_2: 0.2615 loss_giou_2: 0.3823 loss_ce_3: 0.4112 loss_bbox_3: 0.247 loss_giou_3: 0.3702 loss_ce_4: 0.3982 loss_bbox_4: 0.2457 loss_giou_4: 0.3694 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:44] d2.utils.events INFO: eta: 1 day, 7:35:04 iter: 46439 total_loss: 7.147 loss_ce: 0.442 loss_bbox: 0.2418 loss_giou: 0.3717 loss_ce_0: 0.6202 loss_bbox_0: 0.3868 loss_giou_0: 0.5753 loss_ce_1: 0.5215 loss_bbox_1: 0.2768 loss_giou_1: 0.4363 loss_ce_2: 0.4802 loss_bbox_2: 0.2542 loss_giou_2: 0.3932 loss_ce_3: 0.4577 loss_bbox_3: 0.2468 loss_giou_3: 0.3834 loss_ce_4: 0.4503 loss_bbox_4: 0.2429 loss_giou_4: 0.3777 time: 0.2801 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:50] d2.utils.events INFO: eta: 1 day, 7:34:46 iter: 46459 total_loss: 6.755 loss_ce: 0.3922 loss_bbox: 0.2232 loss_giou: 0.3853 loss_ce_0: 0.5583 loss_bbox_0: 0.3768 loss_giou_0: 0.5963 loss_ce_1: 0.474 loss_bbox_1: 0.2657 loss_giou_1: 0.4429 loss_ce_2: 0.4224 loss_bbox_2: 0.2426 loss_giou_2: 0.401 loss_ce_3: 0.4012 loss_bbox_3: 0.2298 loss_giou_3: 0.3949 loss_ce_4: 0.3928 loss_bbox_4: 0.226 loss_giou_4: 0.3871 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 16:58:56] d2.utils.events INFO: eta: 1 day, 7:34:53 iter: 46479 total_loss: 6.925 loss_ce: 0.4218 loss_bbox: 0.2297 loss_giou: 0.3823 loss_ce_0: 0.5879 loss_bbox_0: 0.4 loss_giou_0: 0.6089 loss_ce_1: 0.4912 loss_bbox_1: 0.279 loss_giou_1: 0.4531 loss_ce_2: 0.4338 loss_bbox_2: 0.2437 loss_giou_2: 0.4077 loss_ce_3: 0.4186 loss_bbox_3: 0.2407 loss_giou_3: 0.3912 loss_ce_4: 0.4197 loss_bbox_4: 0.2295 loss_giou_4: 0.39 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:01] d2.utils.events INFO: eta: 1 day, 7:35:00 iter: 46499 total_loss: 6.953 loss_ce: 0.4051 loss_bbox: 0.2215 loss_giou: 0.3961 loss_ce_0: 0.5751 loss_bbox_0: 0.375 loss_giou_0: 0.6117 loss_ce_1: 0.4722 loss_bbox_1: 0.2653 loss_giou_1: 0.4605 loss_ce_2: 0.4437 loss_bbox_2: 0.2388 loss_giou_2: 0.4199 loss_ce_3: 0.4056 loss_bbox_3: 0.2241 loss_giou_3: 0.4066 loss_ce_4: 0.4077 loss_bbox_4: 0.2202 loss_giou_4: 0.3992 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:07] d2.utils.events INFO: eta: 1 day, 7:34:42 iter: 46519 total_loss: 6.767 loss_ce: 0.4058 loss_bbox: 0.2141 loss_giou: 0.3801 loss_ce_0: 0.5662 loss_bbox_0: 0.3879 loss_giou_0: 0.5743 loss_ce_1: 0.479 loss_bbox_1: 0.2716 loss_giou_1: 0.4273 loss_ce_2: 0.4296 loss_bbox_2: 0.2311 loss_giou_2: 0.3911 loss_ce_3: 0.4161 loss_bbox_3: 0.2153 loss_giou_3: 0.3833 loss_ce_4: 0.4091 loss_bbox_4: 0.2131 loss_giou_4: 0.3823 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:13] d2.utils.events INFO: eta: 1 day, 7:35:00 iter: 46539 total_loss: 7.417 loss_ce: 0.4363 loss_bbox: 0.2409 loss_giou: 0.4355 loss_ce_0: 0.5876 loss_bbox_0: 0.3806 loss_giou_0: 0.6306 loss_ce_1: 0.5171 loss_bbox_1: 0.2703 loss_giou_1: 0.4879 loss_ce_2: 0.4535 loss_bbox_2: 0.253 loss_giou_2: 0.4491 loss_ce_3: 0.44 loss_bbox_3: 0.2463 loss_giou_3: 0.4407 loss_ce_4: 0.4379 loss_bbox_4: 0.2439 loss_giou_4: 0.4367 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:18] d2.utils.events INFO: eta: 1 day, 7:35:18 iter: 46559 total_loss: 7.136 loss_ce: 0.4361 loss_bbox: 0.2255 loss_giou: 0.3855 loss_ce_0: 0.5833 loss_bbox_0: 0.3996 loss_giou_0: 0.6083 loss_ce_1: 0.5053 loss_bbox_1: 0.2731 loss_giou_1: 0.4506 loss_ce_2: 0.4479 loss_bbox_2: 0.2425 loss_giou_2: 0.4144 loss_ce_3: 0.4413 loss_bbox_3: 0.2399 loss_giou_3: 0.402 loss_ce_4: 0.4226 loss_bbox_4: 0.2281 loss_giou_4: 0.3865 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:24] d2.utils.events INFO: eta: 1 day, 7:35:13 iter: 46579 total_loss: 7.185 loss_ce: 0.4322 loss_bbox: 0.221 loss_giou: 0.3862 loss_ce_0: 0.5932 loss_bbox_0: 0.3789 loss_giou_0: 0.6245 loss_ce_1: 0.4969 loss_bbox_1: 0.2524 loss_giou_1: 0.4547 loss_ce_2: 0.4539 loss_bbox_2: 0.2255 loss_giou_2: 0.4089 loss_ce_3: 0.4367 loss_bbox_3: 0.2222 loss_giou_3: 0.3985 loss_ce_4: 0.4346 loss_bbox_4: 0.2184 loss_giou_4: 0.3917 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:30] d2.utils.events INFO: eta: 1 day, 7:34:43 iter: 46599 total_loss: 7.09 loss_ce: 0.4196 loss_bbox: 0.2571 loss_giou: 0.3572 loss_ce_0: 0.5904 loss_bbox_0: 0.3958 loss_giou_0: 0.5689 loss_ce_1: 0.4799 loss_bbox_1: 0.2888 loss_giou_1: 0.4395 loss_ce_2: 0.4633 loss_bbox_2: 0.2675 loss_giou_2: 0.3938 loss_ce_3: 0.4213 loss_bbox_3: 0.2541 loss_giou_3: 0.3739 loss_ce_4: 0.4126 loss_bbox_4: 0.2605 loss_giou_4: 0.3638 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:35] d2.utils.events INFO: eta: 1 day, 7:33:50 iter: 46619 total_loss: 7.054 loss_ce: 0.4055 loss_bbox: 0.2376 loss_giou: 0.3981 loss_ce_0: 0.5782 loss_bbox_0: 0.3786 loss_giou_0: 0.6161 loss_ce_1: 0.487 loss_bbox_1: 0.2764 loss_giou_1: 0.4685 loss_ce_2: 0.4364 loss_bbox_2: 0.25 loss_giou_2: 0.425 loss_ce_3: 0.4123 loss_bbox_3: 0.2413 loss_giou_3: 0.4091 loss_ce_4: 0.4072 loss_bbox_4: 0.2355 loss_giou_4: 0.4011 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:41] d2.utils.events INFO: eta: 1 day, 7:33:35 iter: 46639 total_loss: 6.72 loss_ce: 0.3964 loss_bbox: 0.2113 loss_giou: 0.3936 loss_ce_0: 0.5832 loss_bbox_0: 0.3688 loss_giou_0: 0.5945 loss_ce_1: 0.4603 loss_bbox_1: 0.2555 loss_giou_1: 0.4489 loss_ce_2: 0.415 loss_bbox_2: 0.2245 loss_giou_2: 0.4128 loss_ce_3: 0.3962 loss_bbox_3: 0.2161 loss_giou_3: 0.4025 loss_ce_4: 0.3903 loss_bbox_4: 0.213 loss_giou_4: 0.3944 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:47] d2.utils.events INFO: eta: 1 day, 7:33:28 iter: 46659 total_loss: 7.056 loss_ce: 0.4139 loss_bbox: 0.2382 loss_giou: 0.3859 loss_ce_0: 0.591 loss_bbox_0: 0.3888 loss_giou_0: 0.6061 loss_ce_1: 0.4979 loss_bbox_1: 0.2785 loss_giou_1: 0.4541 loss_ce_2: 0.4435 loss_bbox_2: 0.2496 loss_giou_2: 0.4106 loss_ce_3: 0.4227 loss_bbox_3: 0.2469 loss_giou_3: 0.3967 loss_ce_4: 0.411 loss_bbox_4: 0.2383 loss_giou_4: 0.3898 time: 0.2801 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:52] d2.utils.events INFO: eta: 1 day, 7:32:55 iter: 46679 total_loss: 7.276 loss_ce: 0.4117 loss_bbox: 0.2183 loss_giou: 0.3914 loss_ce_0: 0.5916 loss_bbox_0: 0.3793 loss_giou_0: 0.6212 loss_ce_1: 0.4866 loss_bbox_1: 0.263 loss_giou_1: 0.4477 loss_ce_2: 0.4389 loss_bbox_2: 0.2341 loss_giou_2: 0.4085 loss_ce_3: 0.4127 loss_bbox_3: 0.2281 loss_giou_3: 0.4025 loss_ce_4: 0.4142 loss_bbox_4: 0.2201 loss_giou_4: 0.3997 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 16:59:58] d2.utils.events INFO: eta: 1 day, 7:32:42 iter: 46699 total_loss: 6.96 loss_ce: 0.4151 loss_bbox: 0.2348 loss_giou: 0.3806 loss_ce_0: 0.5691 loss_bbox_0: 0.3921 loss_giou_0: 0.584 loss_ce_1: 0.4865 loss_bbox_1: 0.2814 loss_giou_1: 0.4312 loss_ce_2: 0.4365 loss_bbox_2: 0.2504 loss_giou_2: 0.3999 loss_ce_3: 0.4239 loss_bbox_3: 0.2404 loss_giou_3: 0.3851 loss_ce_4: 0.4245 loss_bbox_4: 0.2333 loss_giou_4: 0.384 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:04] d2.utils.events INFO: eta: 1 day, 7:32:52 iter: 46719 total_loss: 6.996 loss_ce: 0.4226 loss_bbox: 0.2188 loss_giou: 0.3833 loss_ce_0: 0.5688 loss_bbox_0: 0.3925 loss_giou_0: 0.5867 loss_ce_1: 0.4885 loss_bbox_1: 0.2652 loss_giou_1: 0.4455 loss_ce_2: 0.4322 loss_bbox_2: 0.2309 loss_giou_2: 0.4068 loss_ce_3: 0.4221 loss_bbox_3: 0.2234 loss_giou_3: 0.392 loss_ce_4: 0.4191 loss_bbox_4: 0.2189 loss_giou_4: 0.3857 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:09] d2.utils.events INFO: eta: 1 day, 7:33:07 iter: 46739 total_loss: 7.371 loss_ce: 0.4376 loss_bbox: 0.2491 loss_giou: 0.4058 loss_ce_0: 0.5999 loss_bbox_0: 0.4011 loss_giou_0: 0.6195 loss_ce_1: 0.5138 loss_bbox_1: 0.292 loss_giou_1: 0.467 loss_ce_2: 0.4687 loss_bbox_2: 0.2608 loss_giou_2: 0.4232 loss_ce_3: 0.4402 loss_bbox_3: 0.2483 loss_giou_3: 0.4116 loss_ce_4: 0.4295 loss_bbox_4: 0.2522 loss_giou_4: 0.4033 time: 0.2801 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:15] d2.utils.events INFO: eta: 1 day, 7:33:42 iter: 46759 total_loss: 7.068 loss_ce: 0.4022 loss_bbox: 0.2361 loss_giou: 0.3959 loss_ce_0: 0.5843 loss_bbox_0: 0.3991 loss_giou_0: 0.6017 loss_ce_1: 0.4697 loss_bbox_1: 0.2776 loss_giou_1: 0.4516 loss_ce_2: 0.4254 loss_bbox_2: 0.2571 loss_giou_2: 0.4158 loss_ce_3: 0.41 loss_bbox_3: 0.242 loss_giou_3: 0.3995 loss_ce_4: 0.4028 loss_bbox_4: 0.234 loss_giou_4: 0.3954 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:21] d2.utils.events INFO: eta: 1 day, 7:34:01 iter: 46779 total_loss: 7.045 loss_ce: 0.3856 loss_bbox: 0.2416 loss_giou: 0.4003 loss_ce_0: 0.56 loss_bbox_0: 0.3804 loss_giou_0: 0.597 loss_ce_1: 0.4654 loss_bbox_1: 0.2692 loss_giou_1: 0.4544 loss_ce_2: 0.4138 loss_bbox_2: 0.2483 loss_giou_2: 0.4134 loss_ce_3: 0.3888 loss_bbox_3: 0.2445 loss_giou_3: 0.4081 loss_ce_4: 0.3889 loss_bbox_4: 0.2411 loss_giou_4: 0.4045 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:27] d2.utils.events INFO: eta: 1 day, 7:34:07 iter: 46799 total_loss: 7.255 loss_ce: 0.4216 loss_bbox: 0.2288 loss_giou: 0.4082 loss_ce_0: 0.5881 loss_bbox_0: 0.3957 loss_giou_0: 0.5958 loss_ce_1: 0.4893 loss_bbox_1: 0.2713 loss_giou_1: 0.4549 loss_ce_2: 0.4435 loss_bbox_2: 0.2444 loss_giou_2: 0.4216 loss_ce_3: 0.4278 loss_bbox_3: 0.2357 loss_giou_3: 0.4101 loss_ce_4: 0.4125 loss_bbox_4: 0.2275 loss_giou_4: 0.41 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:32] d2.utils.events INFO: eta: 1 day, 7:34:30 iter: 46819 total_loss: 6.824 loss_ce: 0.4022 loss_bbox: 0.2188 loss_giou: 0.3945 loss_ce_0: 0.5749 loss_bbox_0: 0.3768 loss_giou_0: 0.6129 loss_ce_1: 0.4926 loss_bbox_1: 0.2596 loss_giou_1: 0.4508 loss_ce_2: 0.4326 loss_bbox_2: 0.2365 loss_giou_2: 0.4139 loss_ce_3: 0.4131 loss_bbox_3: 0.2249 loss_giou_3: 0.396 loss_ce_4: 0.4027 loss_bbox_4: 0.2217 loss_giou_4: 0.3913 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:38] d2.utils.events INFO: eta: 1 day, 7:34:13 iter: 46839 total_loss: 6.927 loss_ce: 0.4144 loss_bbox: 0.2491 loss_giou: 0.3541 loss_ce_0: 0.5901 loss_bbox_0: 0.3945 loss_giou_0: 0.5493 loss_ce_1: 0.487 loss_bbox_1: 0.2755 loss_giou_1: 0.417 loss_ce_2: 0.4422 loss_bbox_2: 0.2546 loss_giou_2: 0.3809 loss_ce_3: 0.4265 loss_bbox_3: 0.2502 loss_giou_3: 0.3622 loss_ce_4: 0.4102 loss_bbox_4: 0.2478 loss_giou_4: 0.3567 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:44] d2.utils.events INFO: eta: 1 day, 7:33:54 iter: 46859 total_loss: 7.08 loss_ce: 0.4131 loss_bbox: 0.2519 loss_giou: 0.3958 loss_ce_0: 0.5722 loss_bbox_0: 0.3917 loss_giou_0: 0.5704 loss_ce_1: 0.4757 loss_bbox_1: 0.2844 loss_giou_1: 0.4438 loss_ce_2: 0.4413 loss_bbox_2: 0.259 loss_giou_2: 0.4108 loss_ce_3: 0.4127 loss_bbox_3: 0.2521 loss_giou_3: 0.3954 loss_ce_4: 0.4132 loss_bbox_4: 0.2492 loss_giou_4: 0.3946 time: 0.2801 data_time: 0.0162 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:49] d2.utils.events INFO: eta: 1 day, 7:33:44 iter: 46879 total_loss: 6.917 loss_ce: 0.3995 loss_bbox: 0.2397 loss_giou: 0.39 loss_ce_0: 0.5826 loss_bbox_0: 0.3897 loss_giou_0: 0.5945 loss_ce_1: 0.4929 loss_bbox_1: 0.2717 loss_giou_1: 0.45 loss_ce_2: 0.4337 loss_bbox_2: 0.2454 loss_giou_2: 0.4038 loss_ce_3: 0.4163 loss_bbox_3: 0.2424 loss_giou_3: 0.3939 loss_ce_4: 0.4078 loss_bbox_4: 0.2396 loss_giou_4: 0.39 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:00:55] d2.utils.events INFO: eta: 1 day, 7:33:40 iter: 46899 total_loss: 7.388 loss_ce: 0.4297 loss_bbox: 0.2356 loss_giou: 0.4099 loss_ce_0: 0.6039 loss_bbox_0: 0.3892 loss_giou_0: 0.6199 loss_ce_1: 0.4994 loss_bbox_1: 0.2775 loss_giou_1: 0.4811 loss_ce_2: 0.4562 loss_bbox_2: 0.244 loss_giou_2: 0.4302 loss_ce_3: 0.4353 loss_bbox_3: 0.2415 loss_giou_3: 0.4203 loss_ce_4: 0.4383 loss_bbox_4: 0.2352 loss_giou_4: 0.4107 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:01] d2.utils.events INFO: eta: 1 day, 7:33:37 iter: 46919 total_loss: 7.306 loss_ce: 0.4365 loss_bbox: 0.2319 loss_giou: 0.4307 loss_ce_0: 0.5986 loss_bbox_0: 0.3858 loss_giou_0: 0.6379 loss_ce_1: 0.492 loss_bbox_1: 0.2716 loss_giou_1: 0.4913 loss_ce_2: 0.4549 loss_bbox_2: 0.2527 loss_giou_2: 0.4555 loss_ce_3: 0.4277 loss_bbox_3: 0.235 loss_giou_3: 0.4379 loss_ce_4: 0.4317 loss_bbox_4: 0.232 loss_giou_4: 0.439 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:06] d2.utils.events INFO: eta: 1 day, 7:33:33 iter: 46939 total_loss: 7.171 loss_ce: 0.4067 loss_bbox: 0.2408 loss_giou: 0.4011 loss_ce_0: 0.5686 loss_bbox_0: 0.3859 loss_giou_0: 0.5872 loss_ce_1: 0.4809 loss_bbox_1: 0.2757 loss_giou_1: 0.4438 loss_ce_2: 0.4356 loss_bbox_2: 0.2523 loss_giou_2: 0.4186 loss_ce_3: 0.4189 loss_bbox_3: 0.2468 loss_giou_3: 0.4143 loss_ce_4: 0.411 loss_bbox_4: 0.245 loss_giou_4: 0.4056 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:12] d2.utils.events INFO: eta: 1 day, 7:33:27 iter: 46959 total_loss: 7.044 loss_ce: 0.4253 loss_bbox: 0.2352 loss_giou: 0.3972 loss_ce_0: 0.5988 loss_bbox_0: 0.395 loss_giou_0: 0.5975 loss_ce_1: 0.5118 loss_bbox_1: 0.2703 loss_giou_1: 0.4426 loss_ce_2: 0.4512 loss_bbox_2: 0.247 loss_giou_2: 0.4035 loss_ce_3: 0.4351 loss_bbox_3: 0.2433 loss_giou_3: 0.4005 loss_ce_4: 0.4306 loss_bbox_4: 0.2402 loss_giou_4: 0.3959 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:18] d2.utils.events INFO: eta: 1 day, 7:33:45 iter: 46979 total_loss: 7.185 loss_ce: 0.4408 loss_bbox: 0.2295 loss_giou: 0.3946 loss_ce_0: 0.608 loss_bbox_0: 0.4134 loss_giou_0: 0.5989 loss_ce_1: 0.5116 loss_bbox_1: 0.2788 loss_giou_1: 0.4492 loss_ce_2: 0.4776 loss_bbox_2: 0.2481 loss_giou_2: 0.4142 loss_ce_3: 0.4535 loss_bbox_3: 0.2395 loss_giou_3: 0.397 loss_ce_4: 0.455 loss_bbox_4: 0.2319 loss_giou_4: 0.3908 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:24] d2.utils.events INFO: eta: 1 day, 7:33:28 iter: 46999 total_loss: 7.219 loss_ce: 0.4118 loss_bbox: 0.2377 loss_giou: 0.4219 loss_ce_0: 0.5841 loss_bbox_0: 0.4031 loss_giou_0: 0.6079 loss_ce_1: 0.4774 loss_bbox_1: 0.2842 loss_giou_1: 0.4787 loss_ce_2: 0.4374 loss_bbox_2: 0.2593 loss_giou_2: 0.4313 loss_ce_3: 0.417 loss_bbox_3: 0.2447 loss_giou_3: 0.4249 loss_ce_4: 0.4162 loss_bbox_4: 0.2409 loss_giou_4: 0.4242 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:29] d2.utils.events INFO: eta: 1 day, 7:33:05 iter: 47019 total_loss: 7.335 loss_ce: 0.4313 loss_bbox: 0.2264 loss_giou: 0.3848 loss_ce_0: 0.5913 loss_bbox_0: 0.3913 loss_giou_0: 0.6049 loss_ce_1: 0.4948 loss_bbox_1: 0.2654 loss_giou_1: 0.4482 loss_ce_2: 0.452 loss_bbox_2: 0.2398 loss_giou_2: 0.4075 loss_ce_3: 0.4293 loss_bbox_3: 0.241 loss_giou_3: 0.3938 loss_ce_4: 0.4271 loss_bbox_4: 0.2328 loss_giou_4: 0.39 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:35] d2.utils.events INFO: eta: 1 day, 7:32:48 iter: 47039 total_loss: 7.003 loss_ce: 0.4287 loss_bbox: 0.2342 loss_giou: 0.4021 loss_ce_0: 0.5831 loss_bbox_0: 0.3972 loss_giou_0: 0.6172 loss_ce_1: 0.4884 loss_bbox_1: 0.2695 loss_giou_1: 0.4571 loss_ce_2: 0.4518 loss_bbox_2: 0.2392 loss_giou_2: 0.4147 loss_ce_3: 0.4273 loss_bbox_3: 0.2332 loss_giou_3: 0.4081 loss_ce_4: 0.4289 loss_bbox_4: 0.2319 loss_giou_4: 0.4063 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:41] d2.utils.events INFO: eta: 1 day, 7:32:52 iter: 47059 total_loss: 6.6 loss_ce: 0.3788 loss_bbox: 0.2118 loss_giou: 0.378 loss_ce_0: 0.555 loss_bbox_0: 0.3614 loss_giou_0: 0.5767 loss_ce_1: 0.4633 loss_bbox_1: 0.2569 loss_giou_1: 0.4402 loss_ce_2: 0.4236 loss_bbox_2: 0.2279 loss_giou_2: 0.3982 loss_ce_3: 0.3961 loss_bbox_3: 0.221 loss_giou_3: 0.3862 loss_ce_4: 0.3852 loss_bbox_4: 0.2113 loss_giou_4: 0.3804 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:46] d2.utils.events INFO: eta: 1 day, 7:32:11 iter: 47079 total_loss: 6.823 loss_ce: 0.4035 loss_bbox: 0.2212 loss_giou: 0.3738 loss_ce_0: 0.5714 loss_bbox_0: 0.3705 loss_giou_0: 0.5709 loss_ce_1: 0.4785 loss_bbox_1: 0.2598 loss_giou_1: 0.4285 loss_ce_2: 0.4313 loss_bbox_2: 0.2287 loss_giou_2: 0.4033 loss_ce_3: 0.407 loss_bbox_3: 0.2286 loss_giou_3: 0.3886 loss_ce_4: 0.4012 loss_bbox_4: 0.223 loss_giou_4: 0.3797 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:52] d2.utils.events INFO: eta: 1 day, 7:32:23 iter: 47099 total_loss: 7.228 loss_ce: 0.4306 loss_bbox: 0.2271 loss_giou: 0.4154 loss_ce_0: 0.5899 loss_bbox_0: 0.3941 loss_giou_0: 0.6137 loss_ce_1: 0.4944 loss_bbox_1: 0.2667 loss_giou_1: 0.4702 loss_ce_2: 0.4432 loss_bbox_2: 0.2437 loss_giou_2: 0.4335 loss_ce_3: 0.4198 loss_bbox_3: 0.2374 loss_giou_3: 0.4192 loss_ce_4: 0.4279 loss_bbox_4: 0.2328 loss_giou_4: 0.4153 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 17:01:58] d2.utils.events INFO: eta: 1 day, 7:31:17 iter: 47119 total_loss: 6.989 loss_ce: 0.4209 loss_bbox: 0.2289 loss_giou: 0.3961 loss_ce_0: 0.578 loss_bbox_0: 0.4005 loss_giou_0: 0.5899 loss_ce_1: 0.4929 loss_bbox_1: 0.2672 loss_giou_1: 0.4416 loss_ce_2: 0.4551 loss_bbox_2: 0.2384 loss_giou_2: 0.4131 loss_ce_3: 0.4241 loss_bbox_3: 0.2359 loss_giou_3: 0.4006 loss_ce_4: 0.4225 loss_bbox_4: 0.2289 loss_giou_4: 0.3929 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:03] d2.utils.events INFO: eta: 1 day, 7:31:07 iter: 47139 total_loss: 7.07 loss_ce: 0.4103 loss_bbox: 0.2449 loss_giou: 0.3883 loss_ce_0: 0.5908 loss_bbox_0: 0.3979 loss_giou_0: 0.5729 loss_ce_1: 0.5051 loss_bbox_1: 0.2702 loss_giou_1: 0.448 loss_ce_2: 0.4436 loss_bbox_2: 0.2437 loss_giou_2: 0.403 loss_ce_3: 0.4185 loss_bbox_3: 0.2398 loss_giou_3: 0.3924 loss_ce_4: 0.4101 loss_bbox_4: 0.2446 loss_giou_4: 0.391 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:09] d2.utils.events INFO: eta: 1 day, 7:30:30 iter: 47159 total_loss: 7.001 loss_ce: 0.4176 loss_bbox: 0.231 loss_giou: 0.3851 loss_ce_0: 0.5898 loss_bbox_0: 0.3709 loss_giou_0: 0.6071 loss_ce_1: 0.485 loss_bbox_1: 0.2692 loss_giou_1: 0.4502 loss_ce_2: 0.4342 loss_bbox_2: 0.244 loss_giou_2: 0.4091 loss_ce_3: 0.4275 loss_bbox_3: 0.2362 loss_giou_3: 0.3874 loss_ce_4: 0.4168 loss_bbox_4: 0.2315 loss_giou_4: 0.3858 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:15] d2.utils.events INFO: eta: 1 day, 7:30:51 iter: 47179 total_loss: 7.175 loss_ce: 0.4138 loss_bbox: 0.2377 loss_giou: 0.4035 loss_ce_0: 0.589 loss_bbox_0: 0.3748 loss_giou_0: 0.6018 loss_ce_1: 0.4854 loss_bbox_1: 0.2746 loss_giou_1: 0.4471 loss_ce_2: 0.4496 loss_bbox_2: 0.2533 loss_giou_2: 0.4224 loss_ce_3: 0.4223 loss_bbox_3: 0.2465 loss_giou_3: 0.4131 loss_ce_4: 0.4147 loss_bbox_4: 0.2385 loss_giou_4: 0.4052 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:20] d2.utils.events INFO: eta: 1 day, 7:30:50 iter: 47199 total_loss: 7.303 loss_ce: 0.4431 loss_bbox: 0.2415 loss_giou: 0.4061 loss_ce_0: 0.6113 loss_bbox_0: 0.4012 loss_giou_0: 0.6137 loss_ce_1: 0.522 loss_bbox_1: 0.2779 loss_giou_1: 0.4537 loss_ce_2: 0.4844 loss_bbox_2: 0.2497 loss_giou_2: 0.4222 loss_ce_3: 0.4477 loss_bbox_3: 0.2425 loss_giou_3: 0.4147 loss_ce_4: 0.4491 loss_bbox_4: 0.2446 loss_giou_4: 0.4105 time: 0.2801 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:26] d2.utils.events INFO: eta: 1 day, 7:30:49 iter: 47219 total_loss: 7.128 loss_ce: 0.4169 loss_bbox: 0.2238 loss_giou: 0.4157 loss_ce_0: 0.553 loss_bbox_0: 0.3875 loss_giou_0: 0.6045 loss_ce_1: 0.4715 loss_bbox_1: 0.2675 loss_giou_1: 0.4721 loss_ce_2: 0.4372 loss_bbox_2: 0.2408 loss_giou_2: 0.4333 loss_ce_3: 0.4174 loss_bbox_3: 0.228 loss_giou_3: 0.4334 loss_ce_4: 0.4153 loss_bbox_4: 0.2307 loss_giou_4: 0.4213 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:32] d2.utils.events INFO: eta: 1 day, 7:30:15 iter: 47239 total_loss: 6.845 loss_ce: 0.4132 loss_bbox: 0.2266 loss_giou: 0.3762 loss_ce_0: 0.5786 loss_bbox_0: 0.3936 loss_giou_0: 0.5738 loss_ce_1: 0.4872 loss_bbox_1: 0.2827 loss_giou_1: 0.4299 loss_ce_2: 0.4414 loss_bbox_2: 0.2348 loss_giou_2: 0.3997 loss_ce_3: 0.4299 loss_bbox_3: 0.2284 loss_giou_3: 0.3802 loss_ce_4: 0.4141 loss_bbox_4: 0.2296 loss_giou_4: 0.3781 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:37] d2.utils.events INFO: eta: 1 day, 7:30:36 iter: 47259 total_loss: 6.834 loss_ce: 0.3993 loss_bbox: 0.2238 loss_giou: 0.3952 loss_ce_0: 0.5886 loss_bbox_0: 0.3946 loss_giou_0: 0.578 loss_ce_1: 0.4753 loss_bbox_1: 0.264 loss_giou_1: 0.4295 loss_ce_2: 0.4262 loss_bbox_2: 0.2367 loss_giou_2: 0.3962 loss_ce_3: 0.4039 loss_bbox_3: 0.2305 loss_giou_3: 0.3995 loss_ce_4: 0.3886 loss_bbox_4: 0.2224 loss_giou_4: 0.3934 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:43] d2.utils.events INFO: eta: 1 day, 7:30:32 iter: 47279 total_loss: 6.929 loss_ce: 0.4017 loss_bbox: 0.2377 loss_giou: 0.3799 loss_ce_0: 0.5663 loss_bbox_0: 0.4013 loss_giou_0: 0.5582 loss_ce_1: 0.4888 loss_bbox_1: 0.2766 loss_giou_1: 0.4251 loss_ce_2: 0.4337 loss_bbox_2: 0.2573 loss_giou_2: 0.3995 loss_ce_3: 0.415 loss_bbox_3: 0.2522 loss_giou_3: 0.3896 loss_ce_4: 0.4008 loss_bbox_4: 0.2429 loss_giou_4: 0.3811 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:49] d2.utils.events INFO: eta: 1 day, 7:30:26 iter: 47299 total_loss: 7.054 loss_ce: 0.4078 loss_bbox: 0.2374 loss_giou: 0.3979 loss_ce_0: 0.5865 loss_bbox_0: 0.3929 loss_giou_0: 0.6104 loss_ce_1: 0.4697 loss_bbox_1: 0.2757 loss_giou_1: 0.4588 loss_ce_2: 0.4409 loss_bbox_2: 0.2439 loss_giou_2: 0.4158 loss_ce_3: 0.4174 loss_bbox_3: 0.2455 loss_giou_3: 0.4061 loss_ce_4: 0.4138 loss_bbox_4: 0.2434 loss_giou_4: 0.401 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:02:55] d2.utils.events INFO: eta: 1 day, 7:30:31 iter: 47319 total_loss: 7.088 loss_ce: 0.4163 loss_bbox: 0.2198 loss_giou: 0.3759 loss_ce_0: 0.5841 loss_bbox_0: 0.3802 loss_giou_0: 0.6141 loss_ce_1: 0.4899 loss_bbox_1: 0.264 loss_giou_1: 0.4428 loss_ce_2: 0.4406 loss_bbox_2: 0.2309 loss_giou_2: 0.4034 loss_ce_3: 0.4205 loss_bbox_3: 0.2276 loss_giou_3: 0.3858 loss_ce_4: 0.4159 loss_bbox_4: 0.221 loss_giou_4: 0.3826 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:00] d2.utils.events INFO: eta: 1 day, 7:30:15 iter: 47339 total_loss: 6.71 loss_ce: 0.3975 loss_bbox: 0.2077 loss_giou: 0.3715 loss_ce_0: 0.5781 loss_bbox_0: 0.3922 loss_giou_0: 0.5795 loss_ce_1: 0.4783 loss_bbox_1: 0.2502 loss_giou_1: 0.4194 loss_ce_2: 0.432 loss_bbox_2: 0.2258 loss_giou_2: 0.3897 loss_ce_3: 0.4122 loss_bbox_3: 0.2127 loss_giou_3: 0.376 loss_ce_4: 0.4058 loss_bbox_4: 0.2094 loss_giou_4: 0.371 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:06] d2.utils.events INFO: eta: 1 day, 7:30:09 iter: 47359 total_loss: 6.894 loss_ce: 0.4135 loss_bbox: 0.2325 loss_giou: 0.3754 loss_ce_0: 0.5768 loss_bbox_0: 0.3967 loss_giou_0: 0.5929 loss_ce_1: 0.4912 loss_bbox_1: 0.2758 loss_giou_1: 0.4417 loss_ce_2: 0.4365 loss_bbox_2: 0.2539 loss_giou_2: 0.3994 loss_ce_3: 0.4157 loss_bbox_3: 0.2384 loss_giou_3: 0.3852 loss_ce_4: 0.4109 loss_bbox_4: 0.2343 loss_giou_4: 0.373 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:12] d2.utils.events INFO: eta: 1 day, 7:30:04 iter: 47379 total_loss: 7.197 loss_ce: 0.4372 loss_bbox: 0.2386 loss_giou: 0.3821 loss_ce_0: 0.5981 loss_bbox_0: 0.3921 loss_giou_0: 0.6096 loss_ce_1: 0.5149 loss_bbox_1: 0.2758 loss_giou_1: 0.4618 loss_ce_2: 0.4577 loss_bbox_2: 0.2507 loss_giou_2: 0.3987 loss_ce_3: 0.4473 loss_bbox_3: 0.2522 loss_giou_3: 0.3881 loss_ce_4: 0.4399 loss_bbox_4: 0.2423 loss_giou_4: 0.3841 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:17] d2.utils.events INFO: eta: 1 day, 7:29:58 iter: 47399 total_loss: 7.169 loss_ce: 0.4427 loss_bbox: 0.2324 loss_giou: 0.4007 loss_ce_0: 0.5988 loss_bbox_0: 0.3984 loss_giou_0: 0.623 loss_ce_1: 0.5041 loss_bbox_1: 0.2649 loss_giou_1: 0.4631 loss_ce_2: 0.4753 loss_bbox_2: 0.2481 loss_giou_2: 0.4111 loss_ce_3: 0.445 loss_bbox_3: 0.2383 loss_giou_3: 0.3983 loss_ce_4: 0.4374 loss_bbox_4: 0.2331 loss_giou_4: 0.4004 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:23] d2.utils.events INFO: eta: 1 day, 7:30:12 iter: 47419 total_loss: 7.112 loss_ce: 0.4327 loss_bbox: 0.2383 loss_giou: 0.4125 loss_ce_0: 0.6063 loss_bbox_0: 0.386 loss_giou_0: 0.6071 loss_ce_1: 0.5095 loss_bbox_1: 0.2763 loss_giou_1: 0.4755 loss_ce_2: 0.4617 loss_bbox_2: 0.2587 loss_giou_2: 0.4312 loss_ce_3: 0.4425 loss_bbox_3: 0.247 loss_giou_3: 0.4201 loss_ce_4: 0.4377 loss_bbox_4: 0.2435 loss_giou_4: 0.415 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:29] d2.utils.events INFO: eta: 1 day, 7:30:06 iter: 47439 total_loss: 7.001 loss_ce: 0.4194 loss_bbox: 0.2378 loss_giou: 0.3821 loss_ce_0: 0.5929 loss_bbox_0: 0.3931 loss_giou_0: 0.569 loss_ce_1: 0.4964 loss_bbox_1: 0.2814 loss_giou_1: 0.4328 loss_ce_2: 0.4471 loss_bbox_2: 0.249 loss_giou_2: 0.4013 loss_ce_3: 0.4377 loss_bbox_3: 0.2437 loss_giou_3: 0.3849 loss_ce_4: 0.4311 loss_bbox_4: 0.2327 loss_giou_4: 0.3845 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:34] d2.utils.events INFO: eta: 1 day, 7:30:05 iter: 47459 total_loss: 7.013 loss_ce: 0.4258 loss_bbox: 0.2211 loss_giou: 0.4161 loss_ce_0: 0.5913 loss_bbox_0: 0.3765 loss_giou_0: 0.6254 loss_ce_1: 0.4964 loss_bbox_1: 0.2597 loss_giou_1: 0.4666 loss_ce_2: 0.4522 loss_bbox_2: 0.2336 loss_giou_2: 0.4295 loss_ce_3: 0.4292 loss_bbox_3: 0.2317 loss_giou_3: 0.4208 loss_ce_4: 0.4272 loss_bbox_4: 0.222 loss_giou_4: 0.4162 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:40] d2.utils.events INFO: eta: 1 day, 7:30:04 iter: 47479 total_loss: 7.158 loss_ce: 0.4152 loss_bbox: 0.2337 loss_giou: 0.395 loss_ce_0: 0.5825 loss_bbox_0: 0.3775 loss_giou_0: 0.6016 loss_ce_1: 0.4997 loss_bbox_1: 0.2608 loss_giou_1: 0.4733 loss_ce_2: 0.4462 loss_bbox_2: 0.2435 loss_giou_2: 0.4262 loss_ce_3: 0.4156 loss_bbox_3: 0.237 loss_giou_3: 0.4004 loss_ce_4: 0.4147 loss_bbox_4: 0.2355 loss_giou_4: 0.402 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:46] d2.utils.events INFO: eta: 1 day, 7:29:50 iter: 47499 total_loss: 7.173 loss_ce: 0.423 loss_bbox: 0.2285 loss_giou: 0.4125 loss_ce_0: 0.6047 loss_bbox_0: 0.3823 loss_giou_0: 0.6075 loss_ce_1: 0.4941 loss_bbox_1: 0.269 loss_giou_1: 0.4641 loss_ce_2: 0.4496 loss_bbox_2: 0.2362 loss_giou_2: 0.4284 loss_ce_3: 0.4312 loss_bbox_3: 0.2335 loss_giou_3: 0.4178 loss_ce_4: 0.4237 loss_bbox_4: 0.2347 loss_giou_4: 0.4119 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:51] d2.utils.events INFO: eta: 1 day, 7:29:34 iter: 47519 total_loss: 6.961 loss_ce: 0.4159 loss_bbox: 0.2219 loss_giou: 0.3857 loss_ce_0: 0.5717 loss_bbox_0: 0.3732 loss_giou_0: 0.6025 loss_ce_1: 0.4816 loss_bbox_1: 0.27 loss_giou_1: 0.4577 loss_ce_2: 0.4445 loss_bbox_2: 0.235 loss_giou_2: 0.4097 loss_ce_3: 0.4223 loss_bbox_3: 0.2241 loss_giou_3: 0.4032 loss_ce_4: 0.4146 loss_bbox_4: 0.2212 loss_giou_4: 0.3949 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 17:03:57] d2.utils.events INFO: eta: 1 day, 7:29:20 iter: 47539 total_loss: 7.074 loss_ce: 0.4369 loss_bbox: 0.2343 loss_giou: 0.3889 loss_ce_0: 0.6064 loss_bbox_0: 0.387 loss_giou_0: 0.5884 loss_ce_1: 0.5104 loss_bbox_1: 0.2768 loss_giou_1: 0.4406 loss_ce_2: 0.4673 loss_bbox_2: 0.2536 loss_giou_2: 0.4099 loss_ce_3: 0.4452 loss_bbox_3: 0.2377 loss_giou_3: 0.4001 loss_ce_4: 0.4414 loss_bbox_4: 0.2308 loss_giou_4: 0.3913 time: 0.2801 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:03] d2.utils.events INFO: eta: 1 day, 7:29:09 iter: 47559 total_loss: 7.093 loss_ce: 0.4267 loss_bbox: 0.2394 loss_giou: 0.363 loss_ce_0: 0.5902 loss_bbox_0: 0.4043 loss_giou_0: 0.5749 loss_ce_1: 0.5057 loss_bbox_1: 0.2786 loss_giou_1: 0.4215 loss_ce_2: 0.45 loss_bbox_2: 0.2555 loss_giou_2: 0.3863 loss_ce_3: 0.4375 loss_bbox_3: 0.2518 loss_giou_3: 0.3801 loss_ce_4: 0.4341 loss_bbox_4: 0.2498 loss_giou_4: 0.372 time: 0.2801 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:09] d2.utils.events INFO: eta: 1 day, 7:28:53 iter: 47579 total_loss: 7.117 loss_ce: 0.3999 loss_bbox: 0.2437 loss_giou: 0.3885 loss_ce_0: 0.5858 loss_bbox_0: 0.3935 loss_giou_0: 0.5822 loss_ce_1: 0.4805 loss_bbox_1: 0.276 loss_giou_1: 0.4451 loss_ce_2: 0.435 loss_bbox_2: 0.2544 loss_giou_2: 0.4045 loss_ce_3: 0.4138 loss_bbox_3: 0.2448 loss_giou_3: 0.3945 loss_ce_4: 0.405 loss_bbox_4: 0.2446 loss_giou_4: 0.3911 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:14] d2.utils.events INFO: eta: 1 day, 7:29:02 iter: 47599 total_loss: 6.859 loss_ce: 0.3884 loss_bbox: 0.223 loss_giou: 0.3842 loss_ce_0: 0.5813 loss_bbox_0: 0.3723 loss_giou_0: 0.5922 loss_ce_1: 0.4748 loss_bbox_1: 0.2654 loss_giou_1: 0.4362 loss_ce_2: 0.4259 loss_bbox_2: 0.2324 loss_giou_2: 0.3951 loss_ce_3: 0.3965 loss_bbox_3: 0.2262 loss_giou_3: 0.3869 loss_ce_4: 0.3957 loss_bbox_4: 0.223 loss_giou_4: 0.3861 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:20] d2.utils.events INFO: eta: 1 day, 7:29:06 iter: 47619 total_loss: 6.894 loss_ce: 0.4161 loss_bbox: 0.224 loss_giou: 0.3652 loss_ce_0: 0.576 loss_bbox_0: 0.3814 loss_giou_0: 0.5592 loss_ce_1: 0.4809 loss_bbox_1: 0.2643 loss_giou_1: 0.4118 loss_ce_2: 0.4231 loss_bbox_2: 0.2308 loss_giou_2: 0.384 loss_ce_3: 0.4176 loss_bbox_3: 0.2272 loss_giou_3: 0.3734 loss_ce_4: 0.4105 loss_bbox_4: 0.2249 loss_giou_4: 0.365 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:26] d2.utils.events INFO: eta: 1 day, 7:29:00 iter: 47639 total_loss: 6.916 loss_ce: 0.4204 loss_bbox: 0.2145 loss_giou: 0.3883 loss_ce_0: 0.5819 loss_bbox_0: 0.3807 loss_giou_0: 0.598 loss_ce_1: 0.5004 loss_bbox_1: 0.2569 loss_giou_1: 0.4379 loss_ce_2: 0.4369 loss_bbox_2: 0.2349 loss_giou_2: 0.4112 loss_ce_3: 0.4197 loss_bbox_3: 0.2239 loss_giou_3: 0.397 loss_ce_4: 0.4198 loss_bbox_4: 0.2216 loss_giou_4: 0.3904 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:31] d2.utils.events INFO: eta: 1 day, 7:29:19 iter: 47659 total_loss: 7.073 loss_ce: 0.4302 loss_bbox: 0.2182 loss_giou: 0.3853 loss_ce_0: 0.5781 loss_bbox_0: 0.3733 loss_giou_0: 0.6009 loss_ce_1: 0.4875 loss_bbox_1: 0.2574 loss_giou_1: 0.4454 loss_ce_2: 0.4567 loss_bbox_2: 0.2292 loss_giou_2: 0.404 loss_ce_3: 0.4314 loss_bbox_3: 0.2214 loss_giou_3: 0.3918 loss_ce_4: 0.429 loss_bbox_4: 0.22 loss_giou_4: 0.3908 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:37] d2.utils.events INFO: eta: 1 day, 7:29:11 iter: 47679 total_loss: 7.05 loss_ce: 0.4207 loss_bbox: 0.2258 loss_giou: 0.4061 loss_ce_0: 0.584 loss_bbox_0: 0.3767 loss_giou_0: 0.6281 loss_ce_1: 0.493 loss_bbox_1: 0.2647 loss_giou_1: 0.4661 loss_ce_2: 0.4418 loss_bbox_2: 0.2385 loss_giou_2: 0.4343 loss_ce_3: 0.4264 loss_bbox_3: 0.232 loss_giou_3: 0.4158 loss_ce_4: 0.4213 loss_bbox_4: 0.2264 loss_giou_4: 0.4065 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:43] d2.utils.events INFO: eta: 1 day, 7:29:08 iter: 47699 total_loss: 7.342 loss_ce: 0.4155 loss_bbox: 0.2537 loss_giou: 0.3925 loss_ce_0: 0.5596 loss_bbox_0: 0.4009 loss_giou_0: 0.5775 loss_ce_1: 0.4945 loss_bbox_1: 0.2945 loss_giou_1: 0.441 loss_ce_2: 0.4367 loss_bbox_2: 0.2778 loss_giou_2: 0.4111 loss_ce_3: 0.4233 loss_bbox_3: 0.2621 loss_giou_3: 0.4025 loss_ce_4: 0.4184 loss_bbox_4: 0.2558 loss_giou_4: 0.3963 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:48] d2.utils.events INFO: eta: 1 day, 7:28:45 iter: 47719 total_loss: 7.079 loss_ce: 0.4187 loss_bbox: 0.2442 loss_giou: 0.3893 loss_ce_0: 0.5865 loss_bbox_0: 0.397 loss_giou_0: 0.5992 loss_ce_1: 0.4928 loss_bbox_1: 0.2874 loss_giou_1: 0.4563 loss_ce_2: 0.4489 loss_bbox_2: 0.26 loss_giou_2: 0.4116 loss_ce_3: 0.4211 loss_bbox_3: 0.2499 loss_giou_3: 0.3946 loss_ce_4: 0.4112 loss_bbox_4: 0.2462 loss_giou_4: 0.3919 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 17:04:54] d2.utils.events INFO: eta: 1 day, 7:28:32 iter: 47739 total_loss: 7.344 loss_ce: 0.454 loss_bbox: 0.2384 loss_giou: 0.3922 loss_ce_0: 0.6155 loss_bbox_0: 0.3959 loss_giou_0: 0.6187 loss_ce_1: 0.5263 loss_bbox_1: 0.278 loss_giou_1: 0.4448 loss_ce_2: 0.4912 loss_bbox_2: 0.2476 loss_giou_2: 0.4097 loss_ce_3: 0.4594 loss_bbox_3: 0.2398 loss_giou_3: 0.3995 loss_ce_4: 0.4506 loss_bbox_4: 0.2333 loss_giou_4: 0.3937 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:00] d2.utils.events INFO: eta: 1 day, 7:28:13 iter: 47759 total_loss: 6.942 loss_ce: 0.4025 loss_bbox: 0.2292 loss_giou: 0.3843 loss_ce_0: 0.5908 loss_bbox_0: 0.3876 loss_giou_0: 0.5804 loss_ce_1: 0.4785 loss_bbox_1: 0.2772 loss_giou_1: 0.4405 loss_ce_2: 0.4368 loss_bbox_2: 0.2451 loss_giou_2: 0.4011 loss_ce_3: 0.4091 loss_bbox_3: 0.2406 loss_giou_3: 0.3916 loss_ce_4: 0.4035 loss_bbox_4: 0.2377 loss_giou_4: 0.3847 time: 0.2801 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:06] d2.utils.events INFO: eta: 1 day, 7:28:07 iter: 47779 total_loss: 7.198 loss_ce: 0.4227 loss_bbox: 0.2494 loss_giou: 0.408 loss_ce_0: 0.6076 loss_bbox_0: 0.3875 loss_giou_0: 0.621 loss_ce_1: 0.5121 loss_bbox_1: 0.278 loss_giou_1: 0.461 loss_ce_2: 0.4558 loss_bbox_2: 0.2514 loss_giou_2: 0.4273 loss_ce_3: 0.4365 loss_bbox_3: 0.2481 loss_giou_3: 0.412 loss_ce_4: 0.4291 loss_bbox_4: 0.2526 loss_giou_4: 0.4139 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:11] d2.utils.events INFO: eta: 1 day, 7:27:14 iter: 47799 total_loss: 6.82 loss_ce: 0.4156 loss_bbox: 0.2432 loss_giou: 0.3857 loss_ce_0: 0.5689 loss_bbox_0: 0.3854 loss_giou_0: 0.5711 loss_ce_1: 0.4961 loss_bbox_1: 0.2804 loss_giou_1: 0.4372 loss_ce_2: 0.4394 loss_bbox_2: 0.257 loss_giou_2: 0.4056 loss_ce_3: 0.4062 loss_bbox_3: 0.2472 loss_giou_3: 0.399 loss_ce_4: 0.412 loss_bbox_4: 0.2396 loss_giou_4: 0.3926 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:17] d2.utils.events INFO: eta: 1 day, 7:27:07 iter: 47819 total_loss: 6.938 loss_ce: 0.3713 loss_bbox: 0.2135 loss_giou: 0.3981 loss_ce_0: 0.575 loss_bbox_0: 0.3636 loss_giou_0: 0.5851 loss_ce_1: 0.4655 loss_bbox_1: 0.258 loss_giou_1: 0.4458 loss_ce_2: 0.4051 loss_bbox_2: 0.2311 loss_giou_2: 0.4171 loss_ce_3: 0.3868 loss_bbox_3: 0.221 loss_giou_3: 0.409 loss_ce_4: 0.3768 loss_bbox_4: 0.2173 loss_giou_4: 0.3996 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:23] d2.utils.events INFO: eta: 1 day, 7:27:48 iter: 47839 total_loss: 7.105 loss_ce: 0.4389 loss_bbox: 0.2337 loss_giou: 0.3968 loss_ce_0: 0.5956 loss_bbox_0: 0.3966 loss_giou_0: 0.5985 loss_ce_1: 0.5105 loss_bbox_1: 0.269 loss_giou_1: 0.4488 loss_ce_2: 0.4693 loss_bbox_2: 0.2416 loss_giou_2: 0.4156 loss_ce_3: 0.4429 loss_bbox_3: 0.2341 loss_giou_3: 0.4026 loss_ce_4: 0.4407 loss_bbox_4: 0.2294 loss_giou_4: 0.4043 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:28] d2.utils.events INFO: eta: 1 day, 7:27:44 iter: 47859 total_loss: 7.093 loss_ce: 0.4349 loss_bbox: 0.2346 loss_giou: 0.3835 loss_ce_0: 0.6046 loss_bbox_0: 0.3872 loss_giou_0: 0.6034 loss_ce_1: 0.4998 loss_bbox_1: 0.2781 loss_giou_1: 0.443 loss_ce_2: 0.467 loss_bbox_2: 0.2519 loss_giou_2: 0.4007 loss_ce_3: 0.4446 loss_bbox_3: 0.2456 loss_giou_3: 0.3907 loss_ce_4: 0.4348 loss_bbox_4: 0.2399 loss_giou_4: 0.3849 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:34] d2.utils.events INFO: eta: 1 day, 7:27:42 iter: 47879 total_loss: 7.228 loss_ce: 0.4303 loss_bbox: 0.2366 loss_giou: 0.4177 loss_ce_0: 0.5999 loss_bbox_0: 0.3876 loss_giou_0: 0.6125 loss_ce_1: 0.4851 loss_bbox_1: 0.2685 loss_giou_1: 0.4758 loss_ce_2: 0.4494 loss_bbox_2: 0.2424 loss_giou_2: 0.4291 loss_ce_3: 0.4308 loss_bbox_3: 0.2471 loss_giou_3: 0.4174 loss_ce_4: 0.4299 loss_bbox_4: 0.2383 loss_giou_4: 0.4198 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:40] d2.utils.events INFO: eta: 1 day, 7:27:36 iter: 47899 total_loss: 6.917 loss_ce: 0.4004 loss_bbox: 0.2187 loss_giou: 0.4199 loss_ce_0: 0.5849 loss_bbox_0: 0.3692 loss_giou_0: 0.609 loss_ce_1: 0.4704 loss_bbox_1: 0.259 loss_giou_1: 0.466 loss_ce_2: 0.4246 loss_bbox_2: 0.2309 loss_giou_2: 0.4332 loss_ce_3: 0.4139 loss_bbox_3: 0.2282 loss_giou_3: 0.4236 loss_ce_4: 0.4011 loss_bbox_4: 0.2245 loss_giou_4: 0.4264 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:45] d2.utils.events INFO: eta: 1 day, 7:27:32 iter: 47919 total_loss: 7.032 loss_ce: 0.4003 loss_bbox: 0.2309 loss_giou: 0.3843 loss_ce_0: 0.5947 loss_bbox_0: 0.3753 loss_giou_0: 0.5895 loss_ce_1: 0.4843 loss_bbox_1: 0.2666 loss_giou_1: 0.4393 loss_ce_2: 0.4417 loss_bbox_2: 0.2428 loss_giou_2: 0.4025 loss_ce_3: 0.4213 loss_bbox_3: 0.2384 loss_giou_3: 0.3883 loss_ce_4: 0.4077 loss_bbox_4: 0.2295 loss_giou_4: 0.3846 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:51] d2.utils.events INFO: eta: 1 day, 7:27:26 iter: 47939 total_loss: 7.084 loss_ce: 0.4043 loss_bbox: 0.2332 loss_giou: 0.3801 loss_ce_0: 0.5875 loss_bbox_0: 0.3674 loss_giou_0: 0.5756 loss_ce_1: 0.4826 loss_bbox_1: 0.2649 loss_giou_1: 0.4268 loss_ce_2: 0.4322 loss_bbox_2: 0.2426 loss_giou_2: 0.397 loss_ce_3: 0.4021 loss_bbox_3: 0.2393 loss_giou_3: 0.3877 loss_ce_4: 0.4033 loss_bbox_4: 0.2352 loss_giou_4: 0.3848 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 17:05:57] d2.utils.events INFO: eta: 1 day, 7:27:34 iter: 47959 total_loss: 7.085 loss_ce: 0.4391 loss_bbox: 0.2177 loss_giou: 0.3901 loss_ce_0: 0.6105 loss_bbox_0: 0.3872 loss_giou_0: 0.589 loss_ce_1: 0.5246 loss_bbox_1: 0.2734 loss_giou_1: 0.4493 loss_ce_2: 0.4801 loss_bbox_2: 0.2389 loss_giou_2: 0.411 loss_ce_3: 0.4553 loss_bbox_3: 0.2241 loss_giou_3: 0.4056 loss_ce_4: 0.4425 loss_bbox_4: 0.2208 loss_giou_4: 0.3936 time: 0.2801 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:03] d2.utils.events INFO: eta: 1 day, 7:27:15 iter: 47979 total_loss: 7.452 loss_ce: 0.4583 loss_bbox: 0.2514 loss_giou: 0.4182 loss_ce_0: 0.624 loss_bbox_0: 0.3991 loss_giou_0: 0.6018 loss_ce_1: 0.5225 loss_bbox_1: 0.3028 loss_giou_1: 0.4683 loss_ce_2: 0.4803 loss_bbox_2: 0.269 loss_giou_2: 0.4302 loss_ce_3: 0.4618 loss_bbox_3: 0.2661 loss_giou_3: 0.4211 loss_ce_4: 0.455 loss_bbox_4: 0.2579 loss_giou_4: 0.4199 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:08] d2.utils.events INFO: eta: 1 day, 7:27:09 iter: 47999 total_loss: 7.232 loss_ce: 0.417 loss_bbox: 0.2525 loss_giou: 0.4149 loss_ce_0: 0.5763 loss_bbox_0: 0.3983 loss_giou_0: 0.6147 loss_ce_1: 0.482 loss_bbox_1: 0.291 loss_giou_1: 0.4594 loss_ce_2: 0.4459 loss_bbox_2: 0.2599 loss_giou_2: 0.4229 loss_ce_3: 0.4218 loss_bbox_3: 0.2511 loss_giou_3: 0.4155 loss_ce_4: 0.4185 loss_bbox_4: 0.2495 loss_giou_4: 0.4178 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:14] d2.utils.events INFO: eta: 1 day, 7:27:30 iter: 48019 total_loss: 6.915 loss_ce: 0.4112 loss_bbox: 0.2244 loss_giou: 0.3751 loss_ce_0: 0.5774 loss_bbox_0: 0.3782 loss_giou_0: 0.5741 loss_ce_1: 0.4877 loss_bbox_1: 0.2642 loss_giou_1: 0.4293 loss_ce_2: 0.4216 loss_bbox_2: 0.2397 loss_giou_2: 0.396 loss_ce_3: 0.414 loss_bbox_3: 0.2327 loss_giou_3: 0.3863 loss_ce_4: 0.4085 loss_bbox_4: 0.224 loss_giou_4: 0.3748 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:20] d2.utils.events INFO: eta: 1 day, 7:27:35 iter: 48039 total_loss: 6.68 loss_ce: 0.3755 loss_bbox: 0.2166 loss_giou: 0.3882 loss_ce_0: 0.552 loss_bbox_0: 0.3768 loss_giou_0: 0.5842 loss_ce_1: 0.4522 loss_bbox_1: 0.2509 loss_giou_1: 0.4379 loss_ce_2: 0.3987 loss_bbox_2: 0.2299 loss_giou_2: 0.3998 loss_ce_3: 0.3854 loss_bbox_3: 0.2227 loss_giou_3: 0.3935 loss_ce_4: 0.3839 loss_bbox_4: 0.2191 loss_giou_4: 0.3953 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:25] d2.utils.events INFO: eta: 1 day, 7:27:47 iter: 48059 total_loss: 7.435 loss_ce: 0.4503 loss_bbox: 0.2355 loss_giou: 0.3962 loss_ce_0: 0.5935 loss_bbox_0: 0.3984 loss_giou_0: 0.6041 loss_ce_1: 0.5223 loss_bbox_1: 0.2819 loss_giou_1: 0.4645 loss_ce_2: 0.4857 loss_bbox_2: 0.2462 loss_giou_2: 0.4257 loss_ce_3: 0.4621 loss_bbox_3: 0.2414 loss_giou_3: 0.4019 loss_ce_4: 0.4612 loss_bbox_4: 0.2396 loss_giou_4: 0.3975 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:31] d2.utils.events INFO: eta: 1 day, 7:28:30 iter: 48079 total_loss: 7.142 loss_ce: 0.4232 loss_bbox: 0.2361 loss_giou: 0.3903 loss_ce_0: 0.5924 loss_bbox_0: 0.4049 loss_giou_0: 0.6028 loss_ce_1: 0.4925 loss_bbox_1: 0.2818 loss_giou_1: 0.4463 loss_ce_2: 0.4544 loss_bbox_2: 0.2528 loss_giou_2: 0.4111 loss_ce_3: 0.4377 loss_bbox_3: 0.2372 loss_giou_3: 0.3962 loss_ce_4: 0.4246 loss_bbox_4: 0.2325 loss_giou_4: 0.3956 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:37] d2.utils.events INFO: eta: 1 day, 7:27:41 iter: 48099 total_loss: 7.104 loss_ce: 0.4516 loss_bbox: 0.2283 loss_giou: 0.394 loss_ce_0: 0.5826 loss_bbox_0: 0.4006 loss_giou_0: 0.5801 loss_ce_1: 0.5061 loss_bbox_1: 0.2853 loss_giou_1: 0.4365 loss_ce_2: 0.4714 loss_bbox_2: 0.2508 loss_giou_2: 0.4111 loss_ce_3: 0.4566 loss_bbox_3: 0.2397 loss_giou_3: 0.3986 loss_ce_4: 0.4498 loss_bbox_4: 0.2364 loss_giou_4: 0.3956 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:42] d2.utils.events INFO: eta: 1 day, 7:27:51 iter: 48119 total_loss: 6.856 loss_ce: 0.4078 loss_bbox: 0.2111 loss_giou: 0.3835 loss_ce_0: 0.5945 loss_bbox_0: 0.3614 loss_giou_0: 0.5775 loss_ce_1: 0.4842 loss_bbox_1: 0.25 loss_giou_1: 0.4415 loss_ce_2: 0.4305 loss_bbox_2: 0.2251 loss_giou_2: 0.399 loss_ce_3: 0.4095 loss_bbox_3: 0.2166 loss_giou_3: 0.389 loss_ce_4: 0.4056 loss_bbox_4: 0.2141 loss_giou_4: 0.3846 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:48] d2.utils.events INFO: eta: 1 day, 7:28:13 iter: 48139 total_loss: 7.29 loss_ce: 0.4093 loss_bbox: 0.2418 loss_giou: 0.4044 loss_ce_0: 0.6053 loss_bbox_0: 0.3938 loss_giou_0: 0.6343 loss_ce_1: 0.5034 loss_bbox_1: 0.2789 loss_giou_1: 0.463 loss_ce_2: 0.438 loss_bbox_2: 0.2597 loss_giou_2: 0.4271 loss_ce_3: 0.4167 loss_bbox_3: 0.2474 loss_giou_3: 0.4112 loss_ce_4: 0.4137 loss_bbox_4: 0.2468 loss_giou_4: 0.4071 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:54] d2.utils.events INFO: eta: 1 day, 7:28:20 iter: 48159 total_loss: 7.122 loss_ce: 0.4458 loss_bbox: 0.2295 loss_giou: 0.3816 loss_ce_0: 0.5927 loss_bbox_0: 0.4213 loss_giou_0: 0.5871 loss_ce_1: 0.5151 loss_bbox_1: 0.2883 loss_giou_1: 0.439 loss_ce_2: 0.4923 loss_bbox_2: 0.2572 loss_giou_2: 0.3998 loss_ce_3: 0.4557 loss_bbox_3: 0.242 loss_giou_3: 0.3883 loss_ce_4: 0.4445 loss_bbox_4: 0.2344 loss_giou_4: 0.3802 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 17:06:59] d2.utils.events INFO: eta: 1 day, 7:27:52 iter: 48179 total_loss: 7.088 loss_ce: 0.4139 loss_bbox: 0.241 loss_giou: 0.3739 loss_ce_0: 0.5824 loss_bbox_0: 0.4019 loss_giou_0: 0.5643 loss_ce_1: 0.4925 loss_bbox_1: 0.2755 loss_giou_1: 0.4222 loss_ce_2: 0.4514 loss_bbox_2: 0.25 loss_giou_2: 0.3874 loss_ce_3: 0.428 loss_bbox_3: 0.2438 loss_giou_3: 0.3762 loss_ce_4: 0.4179 loss_bbox_4: 0.2396 loss_giou_4: 0.3739 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:05] d2.utils.events INFO: eta: 1 day, 7:28:21 iter: 48199 total_loss: 7.026 loss_ce: 0.4197 loss_bbox: 0.2414 loss_giou: 0.401 loss_ce_0: 0.5817 loss_bbox_0: 0.4021 loss_giou_0: 0.6112 loss_ce_1: 0.5124 loss_bbox_1: 0.2783 loss_giou_1: 0.4576 loss_ce_2: 0.4536 loss_bbox_2: 0.2453 loss_giou_2: 0.4206 loss_ce_3: 0.429 loss_bbox_3: 0.247 loss_giou_3: 0.4114 loss_ce_4: 0.421 loss_bbox_4: 0.2394 loss_giou_4: 0.4043 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:11] d2.utils.events INFO: eta: 1 day, 7:28:03 iter: 48219 total_loss: 6.625 loss_ce: 0.3936 loss_bbox: 0.2084 loss_giou: 0.3591 loss_ce_0: 0.5583 loss_bbox_0: 0.3729 loss_giou_0: 0.5762 loss_ce_1: 0.4751 loss_bbox_1: 0.2557 loss_giou_1: 0.4139 loss_ce_2: 0.4267 loss_bbox_2: 0.2298 loss_giou_2: 0.3757 loss_ce_3: 0.4066 loss_bbox_3: 0.2202 loss_giou_3: 0.3753 loss_ce_4: 0.3897 loss_bbox_4: 0.2157 loss_giou_4: 0.3663 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:17] d2.utils.events INFO: eta: 1 day, 7:29:25 iter: 48239 total_loss: 7.359 loss_ce: 0.4457 loss_bbox: 0.22 loss_giou: 0.3959 loss_ce_0: 0.5928 loss_bbox_0: 0.3964 loss_giou_0: 0.6194 loss_ce_1: 0.5105 loss_bbox_1: 0.2718 loss_giou_1: 0.4587 loss_ce_2: 0.471 loss_bbox_2: 0.2466 loss_giou_2: 0.4192 loss_ce_3: 0.4538 loss_bbox_3: 0.2312 loss_giou_3: 0.4059 loss_ce_4: 0.4407 loss_bbox_4: 0.2228 loss_giou_4: 0.3955 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:22] d2.utils.events INFO: eta: 1 day, 7:29:05 iter: 48259 total_loss: 7.024 loss_ce: 0.4332 loss_bbox: 0.2404 loss_giou: 0.3848 loss_ce_0: 0.5856 loss_bbox_0: 0.4008 loss_giou_0: 0.585 loss_ce_1: 0.5036 loss_bbox_1: 0.2799 loss_giou_1: 0.437 loss_ce_2: 0.4499 loss_bbox_2: 0.243 loss_giou_2: 0.4016 loss_ce_3: 0.4465 loss_bbox_3: 0.2433 loss_giou_3: 0.3872 loss_ce_4: 0.4339 loss_bbox_4: 0.2417 loss_giou_4: 0.3861 time: 0.2802 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:28] d2.utils.events INFO: eta: 1 day, 7:29:55 iter: 48279 total_loss: 7.463 loss_ce: 0.4193 loss_bbox: 0.2242 loss_giou: 0.4403 loss_ce_0: 0.5847 loss_bbox_0: 0.3974 loss_giou_0: 0.6706 loss_ce_1: 0.4854 loss_bbox_1: 0.2723 loss_giou_1: 0.4972 loss_ce_2: 0.4514 loss_bbox_2: 0.2387 loss_giou_2: 0.4542 loss_ce_3: 0.427 loss_bbox_3: 0.2354 loss_giou_3: 0.453 loss_ce_4: 0.4184 loss_bbox_4: 0.2279 loss_giou_4: 0.4434 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:34] d2.utils.events INFO: eta: 1 day, 7:29:58 iter: 48299 total_loss: 7.044 loss_ce: 0.4323 loss_bbox: 0.2368 loss_giou: 0.4035 loss_ce_0: 0.5903 loss_bbox_0: 0.3925 loss_giou_0: 0.5998 loss_ce_1: 0.4922 loss_bbox_1: 0.2652 loss_giou_1: 0.4387 loss_ce_2: 0.4517 loss_bbox_2: 0.2462 loss_giou_2: 0.4065 loss_ce_3: 0.4359 loss_bbox_3: 0.2382 loss_giou_3: 0.4036 loss_ce_4: 0.4247 loss_bbox_4: 0.2365 loss_giou_4: 0.4001 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:40] d2.utils.events INFO: eta: 1 day, 7:30:07 iter: 48319 total_loss: 7.204 loss_ce: 0.4204 loss_bbox: 0.245 loss_giou: 0.4038 loss_ce_0: 0.583 loss_bbox_0: 0.3907 loss_giou_0: 0.5995 loss_ce_1: 0.4924 loss_bbox_1: 0.2801 loss_giou_1: 0.4489 loss_ce_2: 0.4487 loss_bbox_2: 0.2548 loss_giou_2: 0.4239 loss_ce_3: 0.4272 loss_bbox_3: 0.2537 loss_giou_3: 0.4055 loss_ce_4: 0.4204 loss_bbox_4: 0.2459 loss_giou_4: 0.4058 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:45] d2.utils.events INFO: eta: 1 day, 7:29:46 iter: 48339 total_loss: 6.997 loss_ce: 0.4148 loss_bbox: 0.2165 loss_giou: 0.3803 loss_ce_0: 0.5964 loss_bbox_0: 0.3872 loss_giou_0: 0.5951 loss_ce_1: 0.4879 loss_bbox_1: 0.2519 loss_giou_1: 0.4354 loss_ce_2: 0.4505 loss_bbox_2: 0.2283 loss_giou_2: 0.4034 loss_ce_3: 0.4219 loss_bbox_3: 0.2213 loss_giou_3: 0.3909 loss_ce_4: 0.4178 loss_bbox_4: 0.2215 loss_giou_4: 0.3843 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:51] d2.utils.events INFO: eta: 1 day, 7:30:30 iter: 48359 total_loss: 7.102 loss_ce: 0.4334 loss_bbox: 0.2294 loss_giou: 0.3682 loss_ce_0: 0.6123 loss_bbox_0: 0.3896 loss_giou_0: 0.5631 loss_ce_1: 0.5037 loss_bbox_1: 0.2685 loss_giou_1: 0.4223 loss_ce_2: 0.4519 loss_bbox_2: 0.2396 loss_giou_2: 0.3885 loss_ce_3: 0.4328 loss_bbox_3: 0.2304 loss_giou_3: 0.3758 loss_ce_4: 0.4331 loss_bbox_4: 0.2285 loss_giou_4: 0.3677 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 17:07:57] d2.utils.events INFO: eta: 1 day, 7:30:57 iter: 48379 total_loss: 6.89 loss_ce: 0.3921 loss_bbox: 0.2128 loss_giou: 0.3583 loss_ce_0: 0.5629 loss_bbox_0: 0.3835 loss_giou_0: 0.5614 loss_ce_1: 0.4723 loss_bbox_1: 0.2759 loss_giou_1: 0.4226 loss_ce_2: 0.4177 loss_bbox_2: 0.2363 loss_giou_2: 0.3789 loss_ce_3: 0.3952 loss_bbox_3: 0.2181 loss_giou_3: 0.3655 loss_ce_4: 0.3929 loss_bbox_4: 0.2102 loss_giou_4: 0.3612 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:02] d2.utils.events INFO: eta: 1 day, 7:30:54 iter: 48399 total_loss: 7.332 loss_ce: 0.4225 loss_bbox: 0.2382 loss_giou: 0.3941 loss_ce_0: 0.5994 loss_bbox_0: 0.3869 loss_giou_0: 0.5996 loss_ce_1: 0.4986 loss_bbox_1: 0.2701 loss_giou_1: 0.454 loss_ce_2: 0.445 loss_bbox_2: 0.2517 loss_giou_2: 0.4101 loss_ce_3: 0.4302 loss_bbox_3: 0.2437 loss_giou_3: 0.4065 loss_ce_4: 0.4247 loss_bbox_4: 0.2387 loss_giou_4: 0.3959 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:08] d2.utils.events INFO: eta: 1 day, 7:30:42 iter: 48419 total_loss: 7.057 loss_ce: 0.4283 loss_bbox: 0.2367 loss_giou: 0.393 loss_ce_0: 0.5988 loss_bbox_0: 0.3961 loss_giou_0: 0.6056 loss_ce_1: 0.5038 loss_bbox_1: 0.2756 loss_giou_1: 0.4536 loss_ce_2: 0.4435 loss_bbox_2: 0.2465 loss_giou_2: 0.4147 loss_ce_3: 0.4194 loss_bbox_3: 0.2434 loss_giou_3: 0.4021 loss_ce_4: 0.4188 loss_bbox_4: 0.2432 loss_giou_4: 0.3962 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:14] d2.utils.events INFO: eta: 1 day, 7:30:13 iter: 48439 total_loss: 7.181 loss_ce: 0.4433 loss_bbox: 0.2483 loss_giou: 0.392 loss_ce_0: 0.5999 loss_bbox_0: 0.3983 loss_giou_0: 0.5946 loss_ce_1: 0.5139 loss_bbox_1: 0.2905 loss_giou_1: 0.4471 loss_ce_2: 0.468 loss_bbox_2: 0.2639 loss_giou_2: 0.4119 loss_ce_3: 0.4487 loss_bbox_3: 0.2554 loss_giou_3: 0.4012 loss_ce_4: 0.4426 loss_bbox_4: 0.2449 loss_giou_4: 0.3951 time: 0.2802 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:19] d2.utils.events INFO: eta: 1 day, 7:29:57 iter: 48459 total_loss: 7.052 loss_ce: 0.4343 loss_bbox: 0.2243 loss_giou: 0.386 loss_ce_0: 0.6044 loss_bbox_0: 0.3866 loss_giou_0: 0.6013 loss_ce_1: 0.5 loss_bbox_1: 0.2672 loss_giou_1: 0.4518 loss_ce_2: 0.4538 loss_bbox_2: 0.2413 loss_giou_2: 0.4117 loss_ce_3: 0.4401 loss_bbox_3: 0.2326 loss_giou_3: 0.3916 loss_ce_4: 0.4376 loss_bbox_4: 0.2302 loss_giou_4: 0.3917 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:25] d2.utils.events INFO: eta: 1 day, 7:29:52 iter: 48479 total_loss: 7.16 loss_ce: 0.4223 loss_bbox: 0.2449 loss_giou: 0.4098 loss_ce_0: 0.5872 loss_bbox_0: 0.3813 loss_giou_0: 0.6129 loss_ce_1: 0.4768 loss_bbox_1: 0.2746 loss_giou_1: 0.471 loss_ce_2: 0.4536 loss_bbox_2: 0.2501 loss_giou_2: 0.43 loss_ce_3: 0.4202 loss_bbox_3: 0.2445 loss_giou_3: 0.4163 loss_ce_4: 0.4164 loss_bbox_4: 0.2441 loss_giou_4: 0.4145 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:31] d2.utils.events INFO: eta: 1 day, 7:30:00 iter: 48499 total_loss: 7.143 loss_ce: 0.4212 loss_bbox: 0.2275 loss_giou: 0.4048 loss_ce_0: 0.5862 loss_bbox_0: 0.3986 loss_giou_0: 0.6134 loss_ce_1: 0.4985 loss_bbox_1: 0.2813 loss_giou_1: 0.467 loss_ce_2: 0.4471 loss_bbox_2: 0.2511 loss_giou_2: 0.4237 loss_ce_3: 0.4221 loss_bbox_3: 0.2405 loss_giou_3: 0.4214 loss_ce_4: 0.4188 loss_bbox_4: 0.2322 loss_giou_4: 0.4072 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:36] d2.utils.events INFO: eta: 1 day, 7:30:20 iter: 48519 total_loss: 7.384 loss_ce: 0.4376 loss_bbox: 0.2411 loss_giou: 0.3951 loss_ce_0: 0.6128 loss_bbox_0: 0.4091 loss_giou_0: 0.6073 loss_ce_1: 0.5269 loss_bbox_1: 0.2772 loss_giou_1: 0.4508 loss_ce_2: 0.4659 loss_bbox_2: 0.2493 loss_giou_2: 0.4181 loss_ce_3: 0.4403 loss_bbox_3: 0.2434 loss_giou_3: 0.4008 loss_ce_4: 0.4367 loss_bbox_4: 0.2423 loss_giou_4: 0.3987 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:42] d2.utils.events INFO: eta: 1 day, 7:30:17 iter: 48539 total_loss: 7.176 loss_ce: 0.4368 loss_bbox: 0.2292 loss_giou: 0.3883 loss_ce_0: 0.6056 loss_bbox_0: 0.3997 loss_giou_0: 0.5965 loss_ce_1: 0.5015 loss_bbox_1: 0.273 loss_giou_1: 0.4539 loss_ce_2: 0.4616 loss_bbox_2: 0.2385 loss_giou_2: 0.3984 loss_ce_3: 0.4313 loss_bbox_3: 0.2349 loss_giou_3: 0.3931 loss_ce_4: 0.4395 loss_bbox_4: 0.2321 loss_giou_4: 0.3901 time: 0.2802 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:48] d2.utils.events INFO: eta: 1 day, 7:30:30 iter: 48559 total_loss: 6.78 loss_ce: 0.4062 loss_bbox: 0.2302 loss_giou: 0.3788 loss_ce_0: 0.586 loss_bbox_0: 0.3673 loss_giou_0: 0.5423 loss_ce_1: 0.4859 loss_bbox_1: 0.2536 loss_giou_1: 0.4164 loss_ce_2: 0.4285 loss_bbox_2: 0.2337 loss_giou_2: 0.3933 loss_ce_3: 0.4101 loss_bbox_3: 0.234 loss_giou_3: 0.3903 loss_ce_4: 0.4063 loss_bbox_4: 0.2292 loss_giou_4: 0.3899 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:54] d2.utils.events INFO: eta: 1 day, 7:30:24 iter: 48579 total_loss: 7.001 loss_ce: 0.4277 loss_bbox: 0.2248 loss_giou: 0.4097 loss_ce_0: 0.5764 loss_bbox_0: 0.3703 loss_giou_0: 0.6275 loss_ce_1: 0.5036 loss_bbox_1: 0.2622 loss_giou_1: 0.481 loss_ce_2: 0.4537 loss_bbox_2: 0.2398 loss_giou_2: 0.4368 loss_ce_3: 0.4299 loss_bbox_3: 0.2265 loss_giou_3: 0.4229 loss_ce_4: 0.4244 loss_bbox_4: 0.2252 loss_giou_4: 0.4161 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:08:59] d2.utils.events INFO: eta: 1 day, 7:30:30 iter: 48599 total_loss: 7.063 loss_ce: 0.4182 loss_bbox: 0.2327 loss_giou: 0.3903 loss_ce_0: 0.5953 loss_bbox_0: 0.385 loss_giou_0: 0.5796 loss_ce_1: 0.4869 loss_bbox_1: 0.2642 loss_giou_1: 0.4436 loss_ce_2: 0.452 loss_bbox_2: 0.2356 loss_giou_2: 0.4056 loss_ce_3: 0.4276 loss_bbox_3: 0.2298 loss_giou_3: 0.3906 loss_ce_4: 0.42 loss_bbox_4: 0.2334 loss_giou_4: 0.3857 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:05] d2.utils.events INFO: eta: 1 day, 7:30:24 iter: 48619 total_loss: 7.089 loss_ce: 0.4191 loss_bbox: 0.242 loss_giou: 0.377 loss_ce_0: 0.5825 loss_bbox_0: 0.3913 loss_giou_0: 0.5693 loss_ce_1: 0.4944 loss_bbox_1: 0.2725 loss_giou_1: 0.4224 loss_ce_2: 0.4499 loss_bbox_2: 0.2484 loss_giou_2: 0.4 loss_ce_3: 0.4316 loss_bbox_3: 0.246 loss_giou_3: 0.3865 loss_ce_4: 0.4189 loss_bbox_4: 0.2395 loss_giou_4: 0.3843 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:11] d2.utils.events INFO: eta: 1 day, 7:30:19 iter: 48639 total_loss: 7.199 loss_ce: 0.4413 loss_bbox: 0.2401 loss_giou: 0.4036 loss_ce_0: 0.5912 loss_bbox_0: 0.4009 loss_giou_0: 0.5947 loss_ce_1: 0.5122 loss_bbox_1: 0.2912 loss_giou_1: 0.4512 loss_ce_2: 0.4793 loss_bbox_2: 0.2513 loss_giou_2: 0.4187 loss_ce_3: 0.4494 loss_bbox_3: 0.2489 loss_giou_3: 0.4089 loss_ce_4: 0.4358 loss_bbox_4: 0.2462 loss_giou_4: 0.4046 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:16] d2.utils.events INFO: eta: 1 day, 7:30:31 iter: 48659 total_loss: 7.493 loss_ce: 0.4259 loss_bbox: 0.2243 loss_giou: 0.4032 loss_ce_0: 0.5952 loss_bbox_0: 0.3938 loss_giou_0: 0.6388 loss_ce_1: 0.5031 loss_bbox_1: 0.2716 loss_giou_1: 0.4631 loss_ce_2: 0.4564 loss_bbox_2: 0.2422 loss_giou_2: 0.42 loss_ce_3: 0.4385 loss_bbox_3: 0.2265 loss_giou_3: 0.4109 loss_ce_4: 0.425 loss_bbox_4: 0.2253 loss_giou_4: 0.4083 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:22] d2.utils.events INFO: eta: 1 day, 7:30:29 iter: 48679 total_loss: 7.03 loss_ce: 0.4098 loss_bbox: 0.2336 loss_giou: 0.4015 loss_ce_0: 0.5949 loss_bbox_0: 0.3959 loss_giou_0: 0.6063 loss_ce_1: 0.487 loss_bbox_1: 0.2791 loss_giou_1: 0.4582 loss_ce_2: 0.4512 loss_bbox_2: 0.2549 loss_giou_2: 0.4164 loss_ce_3: 0.4243 loss_bbox_3: 0.2431 loss_giou_3: 0.4062 loss_ce_4: 0.4183 loss_bbox_4: 0.2343 loss_giou_4: 0.3993 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:28] d2.utils.events INFO: eta: 1 day, 7:30:19 iter: 48699 total_loss: 7.046 loss_ce: 0.416 loss_bbox: 0.2391 loss_giou: 0.408 loss_ce_0: 0.5728 loss_bbox_0: 0.3773 loss_giou_0: 0.6035 loss_ce_1: 0.4789 loss_bbox_1: 0.2646 loss_giou_1: 0.4507 loss_ce_2: 0.4352 loss_bbox_2: 0.2506 loss_giou_2: 0.4257 loss_ce_3: 0.4262 loss_bbox_3: 0.2443 loss_giou_3: 0.4186 loss_ce_4: 0.4099 loss_bbox_4: 0.241 loss_giou_4: 0.4115 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:34] d2.utils.events INFO: eta: 1 day, 7:30:18 iter: 48719 total_loss: 6.828 loss_ce: 0.403 loss_bbox: 0.2255 loss_giou: 0.3743 loss_ce_0: 0.578 loss_bbox_0: 0.364 loss_giou_0: 0.5703 loss_ce_1: 0.4778 loss_bbox_1: 0.2629 loss_giou_1: 0.4247 loss_ce_2: 0.4442 loss_bbox_2: 0.2379 loss_giou_2: 0.3888 loss_ce_3: 0.4141 loss_bbox_3: 0.225 loss_giou_3: 0.3774 loss_ce_4: 0.3951 loss_bbox_4: 0.2242 loss_giou_4: 0.3744 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:39] d2.utils.events INFO: eta: 1 day, 7:30:08 iter: 48739 total_loss: 6.969 loss_ce: 0.3989 loss_bbox: 0.2288 loss_giou: 0.3928 loss_ce_0: 0.5763 loss_bbox_0: 0.3821 loss_giou_0: 0.5952 loss_ce_1: 0.4836 loss_bbox_1: 0.264 loss_giou_1: 0.4481 loss_ce_2: 0.4449 loss_bbox_2: 0.2476 loss_giou_2: 0.4119 loss_ce_3: 0.4086 loss_bbox_3: 0.236 loss_giou_3: 0.4062 loss_ce_4: 0.3936 loss_bbox_4: 0.2323 loss_giou_4: 0.3976 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:45] d2.utils.events INFO: eta: 1 day, 7:30:11 iter: 48759 total_loss: 7.039 loss_ce: 0.4242 loss_bbox: 0.2105 loss_giou: 0.4024 loss_ce_0: 0.6012 loss_bbox_0: 0.3604 loss_giou_0: 0.5986 loss_ce_1: 0.4965 loss_bbox_1: 0.262 loss_giou_1: 0.4561 loss_ce_2: 0.4511 loss_bbox_2: 0.2309 loss_giou_2: 0.4114 loss_ce_3: 0.4351 loss_bbox_3: 0.218 loss_giou_3: 0.4063 loss_ce_4: 0.4309 loss_bbox_4: 0.2121 loss_giou_4: 0.4022 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:51] d2.utils.events INFO: eta: 1 day, 7:30:01 iter: 48779 total_loss: 7.462 loss_ce: 0.441 loss_bbox: 0.2528 loss_giou: 0.4102 loss_ce_0: 0.587 loss_bbox_0: 0.4072 loss_giou_0: 0.6122 loss_ce_1: 0.5146 loss_bbox_1: 0.2935 loss_giou_1: 0.4622 loss_ce_2: 0.4681 loss_bbox_2: 0.2613 loss_giou_2: 0.4264 loss_ce_3: 0.4436 loss_bbox_3: 0.257 loss_giou_3: 0.4141 loss_ce_4: 0.4382 loss_bbox_4: 0.2538 loss_giou_4: 0.4107 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 17:09:56] d2.utils.events INFO: eta: 1 day, 7:29:46 iter: 48799 total_loss: 6.657 loss_ce: 0.401 loss_bbox: 0.2217 loss_giou: 0.3689 loss_ce_0: 0.5692 loss_bbox_0: 0.3703 loss_giou_0: 0.5653 loss_ce_1: 0.4877 loss_bbox_1: 0.2534 loss_giou_1: 0.417 loss_ce_2: 0.4276 loss_bbox_2: 0.2266 loss_giou_2: 0.3827 loss_ce_3: 0.4193 loss_bbox_3: 0.2206 loss_giou_3: 0.3732 loss_ce_4: 0.4153 loss_bbox_4: 0.2227 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:02] d2.utils.events INFO: eta: 1 day, 7:29:28 iter: 48819 total_loss: 7.126 loss_ce: 0.4099 loss_bbox: 0.2337 loss_giou: 0.4045 loss_ce_0: 0.5681 loss_bbox_0: 0.3849 loss_giou_0: 0.6211 loss_ce_1: 0.4867 loss_bbox_1: 0.2688 loss_giou_1: 0.4622 loss_ce_2: 0.4331 loss_bbox_2: 0.2466 loss_giou_2: 0.4271 loss_ce_3: 0.4121 loss_bbox_3: 0.2376 loss_giou_3: 0.4086 loss_ce_4: 0.414 loss_bbox_4: 0.232 loss_giou_4: 0.4033 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:08] d2.utils.events INFO: eta: 1 day, 7:29:06 iter: 48839 total_loss: 7.008 loss_ce: 0.4092 loss_bbox: 0.2356 loss_giou: 0.3943 loss_ce_0: 0.5788 loss_bbox_0: 0.3885 loss_giou_0: 0.6251 loss_ce_1: 0.4794 loss_bbox_1: 0.2782 loss_giou_1: 0.4666 loss_ce_2: 0.4368 loss_bbox_2: 0.2484 loss_giou_2: 0.41 loss_ce_3: 0.4135 loss_bbox_3: 0.2458 loss_giou_3: 0.397 loss_ce_4: 0.4095 loss_bbox_4: 0.238 loss_giou_4: 0.3957 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:13] d2.utils.events INFO: eta: 1 day, 7:28:51 iter: 48859 total_loss: 6.966 loss_ce: 0.4006 loss_bbox: 0.2414 loss_giou: 0.4069 loss_ce_0: 0.5684 loss_bbox_0: 0.3996 loss_giou_0: 0.6088 loss_ce_1: 0.4746 loss_bbox_1: 0.2875 loss_giou_1: 0.4588 loss_ce_2: 0.4397 loss_bbox_2: 0.2494 loss_giou_2: 0.4242 loss_ce_3: 0.4251 loss_bbox_3: 0.2444 loss_giou_3: 0.4112 loss_ce_4: 0.4072 loss_bbox_4: 0.2378 loss_giou_4: 0.409 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:19] d2.utils.events INFO: eta: 1 day, 7:28:55 iter: 48879 total_loss: 7.114 loss_ce: 0.4069 loss_bbox: 0.2453 loss_giou: 0.3762 loss_ce_0: 0.5802 loss_bbox_0: 0.4021 loss_giou_0: 0.5831 loss_ce_1: 0.4973 loss_bbox_1: 0.2904 loss_giou_1: 0.4382 loss_ce_2: 0.4362 loss_bbox_2: 0.2744 loss_giou_2: 0.3962 loss_ce_3: 0.4142 loss_bbox_3: 0.2563 loss_giou_3: 0.3855 loss_ce_4: 0.4128 loss_bbox_4: 0.2494 loss_giou_4: 0.3773 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:25] d2.utils.events INFO: eta: 1 day, 7:28:54 iter: 48899 total_loss: 6.908 loss_ce: 0.3967 loss_bbox: 0.218 loss_giou: 0.4262 loss_ce_0: 0.5652 loss_bbox_0: 0.3643 loss_giou_0: 0.6246 loss_ce_1: 0.4572 loss_bbox_1: 0.2594 loss_giou_1: 0.4724 loss_ce_2: 0.4215 loss_bbox_2: 0.2285 loss_giou_2: 0.4421 loss_ce_3: 0.3938 loss_bbox_3: 0.2182 loss_giou_3: 0.4288 loss_ce_4: 0.395 loss_bbox_4: 0.2163 loss_giou_4: 0.4293 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:31] d2.utils.events INFO: eta: 1 day, 7:28:39 iter: 48919 total_loss: 6.908 loss_ce: 0.42 loss_bbox: 0.2314 loss_giou: 0.3775 loss_ce_0: 0.5966 loss_bbox_0: 0.3909 loss_giou_0: 0.5768 loss_ce_1: 0.4881 loss_bbox_1: 0.2766 loss_giou_1: 0.4333 loss_ce_2: 0.4434 loss_bbox_2: 0.253 loss_giou_2: 0.3962 loss_ce_3: 0.4202 loss_bbox_3: 0.2417 loss_giou_3: 0.3886 loss_ce_4: 0.414 loss_bbox_4: 0.2361 loss_giou_4: 0.3866 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:36] d2.utils.events INFO: eta: 1 day, 7:28:33 iter: 48939 total_loss: 7.065 loss_ce: 0.4314 loss_bbox: 0.2386 loss_giou: 0.3851 loss_ce_0: 0.6081 loss_bbox_0: 0.3919 loss_giou_0: 0.5734 loss_ce_1: 0.5015 loss_bbox_1: 0.2748 loss_giou_1: 0.435 loss_ce_2: 0.4592 loss_bbox_2: 0.2501 loss_giou_2: 0.4047 loss_ce_3: 0.4338 loss_bbox_3: 0.2446 loss_giou_3: 0.3951 loss_ce_4: 0.4282 loss_bbox_4: 0.2363 loss_giou_4: 0.3865 time: 0.2802 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:42] d2.utils.events INFO: eta: 1 day, 7:28:19 iter: 48959 total_loss: 6.9 loss_ce: 0.3883 loss_bbox: 0.2247 loss_giou: 0.3864 loss_ce_0: 0.5581 loss_bbox_0: 0.3799 loss_giou_0: 0.6098 loss_ce_1: 0.4557 loss_bbox_1: 0.2598 loss_giou_1: 0.4565 loss_ce_2: 0.413 loss_bbox_2: 0.2337 loss_giou_2: 0.4089 loss_ce_3: 0.3837 loss_bbox_3: 0.2303 loss_giou_3: 0.3972 loss_ce_4: 0.3818 loss_bbox_4: 0.2272 loss_giou_4: 0.3942 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:47] d2.utils.events INFO: eta: 1 day, 7:27:40 iter: 48979 total_loss: 7.087 loss_ce: 0.4154 loss_bbox: 0.2391 loss_giou: 0.3935 loss_ce_0: 0.5849 loss_bbox_0: 0.3882 loss_giou_0: 0.6227 loss_ce_1: 0.4908 loss_bbox_1: 0.2816 loss_giou_1: 0.4608 loss_ce_2: 0.4401 loss_bbox_2: 0.2565 loss_giou_2: 0.4168 loss_ce_3: 0.4131 loss_bbox_3: 0.2405 loss_giou_3: 0.4054 loss_ce_4: 0.4119 loss_bbox_4: 0.2378 loss_giou_4: 0.3975 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:53] d2.utils.events INFO: eta: 1 day, 7:27:25 iter: 48999 total_loss: 7.109 loss_ce: 0.4108 loss_bbox: 0.2336 loss_giou: 0.4051 loss_ce_0: 0.5673 loss_bbox_0: 0.3917 loss_giou_0: 0.6144 loss_ce_1: 0.488 loss_bbox_1: 0.281 loss_giou_1: 0.4695 loss_ce_2: 0.4396 loss_bbox_2: 0.2595 loss_giou_2: 0.4365 loss_ce_3: 0.4149 loss_bbox_3: 0.2476 loss_giou_3: 0.4193 loss_ce_4: 0.4045 loss_bbox_4: 0.2434 loss_giou_4: 0.4095 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 17:10:59] d2.utils.events INFO: eta: 1 day, 7:27:33 iter: 49019 total_loss: 6.833 loss_ce: 0.3851 loss_bbox: 0.2206 loss_giou: 0.3586 loss_ce_0: 0.5718 loss_bbox_0: 0.3703 loss_giou_0: 0.6042 loss_ce_1: 0.4694 loss_bbox_1: 0.2589 loss_giou_1: 0.4384 loss_ce_2: 0.4277 loss_bbox_2: 0.2375 loss_giou_2: 0.3907 loss_ce_3: 0.3937 loss_bbox_3: 0.23 loss_giou_3: 0.373 loss_ce_4: 0.3834 loss_bbox_4: 0.2217 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:05] d2.utils.events INFO: eta: 1 day, 7:27:35 iter: 49039 total_loss: 7.041 loss_ce: 0.4102 loss_bbox: 0.2263 loss_giou: 0.381 loss_ce_0: 0.5909 loss_bbox_0: 0.3764 loss_giou_0: 0.6229 loss_ce_1: 0.4858 loss_bbox_1: 0.2689 loss_giou_1: 0.4667 loss_ce_2: 0.4407 loss_bbox_2: 0.2417 loss_giou_2: 0.4134 loss_ce_3: 0.4164 loss_bbox_3: 0.2273 loss_giou_3: 0.3907 loss_ce_4: 0.4136 loss_bbox_4: 0.2264 loss_giou_4: 0.3864 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:10] d2.utils.events INFO: eta: 1 day, 7:26:40 iter: 49059 total_loss: 7.086 loss_ce: 0.4146 loss_bbox: 0.2284 loss_giou: 0.4159 loss_ce_0: 0.5697 loss_bbox_0: 0.3804 loss_giou_0: 0.6259 loss_ce_1: 0.4853 loss_bbox_1: 0.2667 loss_giou_1: 0.4674 loss_ce_2: 0.4442 loss_bbox_2: 0.2403 loss_giou_2: 0.43 loss_ce_3: 0.4174 loss_bbox_3: 0.2346 loss_giou_3: 0.4172 loss_ce_4: 0.4076 loss_bbox_4: 0.2288 loss_giou_4: 0.4148 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:16] d2.utils.events INFO: eta: 1 day, 7:26:23 iter: 49079 total_loss: 6.624 loss_ce: 0.4045 loss_bbox: 0.2341 loss_giou: 0.3633 loss_ce_0: 0.5731 loss_bbox_0: 0.3911 loss_giou_0: 0.561 loss_ce_1: 0.482 loss_bbox_1: 0.2785 loss_giou_1: 0.4071 loss_ce_2: 0.4281 loss_bbox_2: 0.2487 loss_giou_2: 0.3693 loss_ce_3: 0.41 loss_bbox_3: 0.2389 loss_giou_3: 0.3668 loss_ce_4: 0.409 loss_bbox_4: 0.2378 loss_giou_4: 0.3655 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:22] d2.utils.events INFO: eta: 1 day, 7:26:44 iter: 49099 total_loss: 7.402 loss_ce: 0.4317 loss_bbox: 0.2441 loss_giou: 0.4194 loss_ce_0: 0.5977 loss_bbox_0: 0.4039 loss_giou_0: 0.6206 loss_ce_1: 0.4929 loss_bbox_1: 0.2879 loss_giou_1: 0.4781 loss_ce_2: 0.4479 loss_bbox_2: 0.2554 loss_giou_2: 0.4271 loss_ce_3: 0.4378 loss_bbox_3: 0.2494 loss_giou_3: 0.4186 loss_ce_4: 0.4232 loss_bbox_4: 0.2441 loss_giou_4: 0.4203 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:27] d2.utils.events INFO: eta: 1 day, 7:27:05 iter: 49119 total_loss: 6.696 loss_ce: 0.4028 loss_bbox: 0.2223 loss_giou: 0.3701 loss_ce_0: 0.5807 loss_bbox_0: 0.3864 loss_giou_0: 0.5468 loss_ce_1: 0.4837 loss_bbox_1: 0.2644 loss_giou_1: 0.4211 loss_ce_2: 0.4312 loss_bbox_2: 0.2331 loss_giou_2: 0.3862 loss_ce_3: 0.4104 loss_bbox_3: 0.2292 loss_giou_3: 0.3831 loss_ce_4: 0.4069 loss_bbox_4: 0.228 loss_giou_4: 0.3748 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:33] d2.utils.events INFO: eta: 1 day, 7:27:30 iter: 49139 total_loss: 7.327 loss_ce: 0.4353 loss_bbox: 0.2163 loss_giou: 0.3995 loss_ce_0: 0.6041 loss_bbox_0: 0.3871 loss_giou_0: 0.618 loss_ce_1: 0.5138 loss_bbox_1: 0.2573 loss_giou_1: 0.4623 loss_ce_2: 0.4588 loss_bbox_2: 0.2347 loss_giou_2: 0.4208 loss_ce_3: 0.4351 loss_bbox_3: 0.2286 loss_giou_3: 0.4053 loss_ce_4: 0.4297 loss_bbox_4: 0.2173 loss_giou_4: 0.4031 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:39] d2.utils.events INFO: eta: 1 day, 7:27:39 iter: 49159 total_loss: 7.42 loss_ce: 0.4308 loss_bbox: 0.2425 loss_giou: 0.4266 loss_ce_0: 0.6045 loss_bbox_0: 0.3896 loss_giou_0: 0.6371 loss_ce_1: 0.5091 loss_bbox_1: 0.2847 loss_giou_1: 0.4918 loss_ce_2: 0.4543 loss_bbox_2: 0.2556 loss_giou_2: 0.4436 loss_ce_3: 0.4322 loss_bbox_3: 0.2511 loss_giou_3: 0.4238 loss_ce_4: 0.4237 loss_bbox_4: 0.2421 loss_giou_4: 0.4262 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:45] d2.utils.events INFO: eta: 1 day, 7:27:34 iter: 49179 total_loss: 7.124 loss_ce: 0.3929 loss_bbox: 0.2359 loss_giou: 0.4139 loss_ce_0: 0.5697 loss_bbox_0: 0.3786 loss_giou_0: 0.6026 loss_ce_1: 0.4791 loss_bbox_1: 0.2741 loss_giou_1: 0.4761 loss_ce_2: 0.4197 loss_bbox_2: 0.2574 loss_giou_2: 0.4272 loss_ce_3: 0.3997 loss_bbox_3: 0.2392 loss_giou_3: 0.4231 loss_ce_4: 0.3946 loss_bbox_4: 0.2365 loss_giou_4: 0.4182 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:50] d2.utils.events INFO: eta: 1 day, 7:27:35 iter: 49199 total_loss: 7.02 loss_ce: 0.4065 loss_bbox: 0.2511 loss_giou: 0.4018 loss_ce_0: 0.5807 loss_bbox_0: 0.3932 loss_giou_0: 0.5769 loss_ce_1: 0.4826 loss_bbox_1: 0.2833 loss_giou_1: 0.4483 loss_ce_2: 0.4388 loss_bbox_2: 0.2588 loss_giou_2: 0.4206 loss_ce_3: 0.4206 loss_bbox_3: 0.2563 loss_giou_3: 0.4099 loss_ce_4: 0.4142 loss_bbox_4: 0.2564 loss_giou_4: 0.4072 time: 0.2802 data_time: 0.0165 lr: 2.5e-05 max_mem: 5427M [11/02 17:11:56] d2.utils.events INFO: eta: 1 day, 7:27:09 iter: 49219 total_loss: 7.026 loss_ce: 0.4292 loss_bbox: 0.2061 loss_giou: 0.3901 loss_ce_0: 0.5776 loss_bbox_0: 0.3598 loss_giou_0: 0.6003 loss_ce_1: 0.4936 loss_bbox_1: 0.2469 loss_giou_1: 0.4423 loss_ce_2: 0.4491 loss_bbox_2: 0.2212 loss_giou_2: 0.4146 loss_ce_3: 0.4261 loss_bbox_3: 0.2141 loss_giou_3: 0.3966 loss_ce_4: 0.4222 loss_bbox_4: 0.2089 loss_giou_4: 0.3907 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:02] d2.utils.events INFO: eta: 1 day, 7:26:04 iter: 49239 total_loss: 7.03 loss_ce: 0.4216 loss_bbox: 0.2372 loss_giou: 0.39 loss_ce_0: 0.5912 loss_bbox_0: 0.3824 loss_giou_0: 0.6001 loss_ce_1: 0.4965 loss_bbox_1: 0.2756 loss_giou_1: 0.4436 loss_ce_2: 0.4521 loss_bbox_2: 0.2588 loss_giou_2: 0.4081 loss_ce_3: 0.4276 loss_bbox_3: 0.2534 loss_giou_3: 0.394 loss_ce_4: 0.4258 loss_bbox_4: 0.246 loss_giou_4: 0.3872 time: 0.2802 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:07] d2.utils.events INFO: eta: 1 day, 7:25:33 iter: 49259 total_loss: 7.216 loss_ce: 0.4112 loss_bbox: 0.2425 loss_giou: 0.395 loss_ce_0: 0.5964 loss_bbox_0: 0.387 loss_giou_0: 0.586 loss_ce_1: 0.5061 loss_bbox_1: 0.2897 loss_giou_1: 0.4505 loss_ce_2: 0.4506 loss_bbox_2: 0.2552 loss_giou_2: 0.4142 loss_ce_3: 0.4302 loss_bbox_3: 0.2435 loss_giou_3: 0.3974 loss_ce_4: 0.4147 loss_bbox_4: 0.2439 loss_giou_4: 0.398 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:13] d2.utils.events INFO: eta: 1 day, 7:24:55 iter: 49279 total_loss: 7.316 loss_ce: 0.4239 loss_bbox: 0.2491 loss_giou: 0.4287 loss_ce_0: 0.5936 loss_bbox_0: 0.3853 loss_giou_0: 0.5986 loss_ce_1: 0.4935 loss_bbox_1: 0.2854 loss_giou_1: 0.4736 loss_ce_2: 0.4429 loss_bbox_2: 0.2598 loss_giou_2: 0.4418 loss_ce_3: 0.4299 loss_bbox_3: 0.251 loss_giou_3: 0.4354 loss_ce_4: 0.4276 loss_bbox_4: 0.2505 loss_giou_4: 0.4339 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:19] d2.utils.events INFO: eta: 1 day, 7:24:44 iter: 49299 total_loss: 7.006 loss_ce: 0.4122 loss_bbox: 0.2275 loss_giou: 0.4015 loss_ce_0: 0.6051 loss_bbox_0: 0.3931 loss_giou_0: 0.6002 loss_ce_1: 0.4784 loss_bbox_1: 0.2713 loss_giou_1: 0.4652 loss_ce_2: 0.4298 loss_bbox_2: 0.2403 loss_giou_2: 0.4262 loss_ce_3: 0.4318 loss_bbox_3: 0.2257 loss_giou_3: 0.4112 loss_ce_4: 0.4081 loss_bbox_4: 0.2256 loss_giou_4: 0.404 time: 0.2802 data_time: 0.0181 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:24] d2.utils.events INFO: eta: 1 day, 7:24:31 iter: 49319 total_loss: 6.742 loss_ce: 0.4005 loss_bbox: 0.206 loss_giou: 0.3723 loss_ce_0: 0.5834 loss_bbox_0: 0.3786 loss_giou_0: 0.5866 loss_ce_1: 0.4766 loss_bbox_1: 0.2523 loss_giou_1: 0.4372 loss_ce_2: 0.416 loss_bbox_2: 0.2239 loss_giou_2: 0.3919 loss_ce_3: 0.3969 loss_bbox_3: 0.2096 loss_giou_3: 0.3745 loss_ce_4: 0.3972 loss_bbox_4: 0.207 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:30] d2.utils.events INFO: eta: 1 day, 7:25:10 iter: 49339 total_loss: 6.911 loss_ce: 0.4017 loss_bbox: 0.2246 loss_giou: 0.3909 loss_ce_0: 0.5783 loss_bbox_0: 0.3675 loss_giou_0: 0.6007 loss_ce_1: 0.4761 loss_bbox_1: 0.2506 loss_giou_1: 0.4397 loss_ce_2: 0.4413 loss_bbox_2: 0.2272 loss_giou_2: 0.4052 loss_ce_3: 0.4183 loss_bbox_3: 0.2291 loss_giou_3: 0.3948 loss_ce_4: 0.4016 loss_bbox_4: 0.2182 loss_giou_4: 0.3887 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:36] d2.utils.events INFO: eta: 1 day, 7:24:32 iter: 49359 total_loss: 7.086 loss_ce: 0.4181 loss_bbox: 0.2208 loss_giou: 0.3967 loss_ce_0: 0.5959 loss_bbox_0: 0.3738 loss_giou_0: 0.6103 loss_ce_1: 0.4988 loss_bbox_1: 0.2615 loss_giou_1: 0.4646 loss_ce_2: 0.4519 loss_bbox_2: 0.2338 loss_giou_2: 0.4157 loss_ce_3: 0.4227 loss_bbox_3: 0.2313 loss_giou_3: 0.4028 loss_ce_4: 0.4174 loss_bbox_4: 0.2213 loss_giou_4: 0.3959 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:42] d2.utils.events INFO: eta: 1 day, 7:24:22 iter: 49379 total_loss: 6.765 loss_ce: 0.4007 loss_bbox: 0.2344 loss_giou: 0.4 loss_ce_0: 0.5764 loss_bbox_0: 0.3819 loss_giou_0: 0.61 loss_ce_1: 0.4788 loss_bbox_1: 0.2718 loss_giou_1: 0.4639 loss_ce_2: 0.4324 loss_bbox_2: 0.2483 loss_giou_2: 0.4217 loss_ce_3: 0.4033 loss_bbox_3: 0.2426 loss_giou_3: 0.4038 loss_ce_4: 0.4144 loss_bbox_4: 0.236 loss_giou_4: 0.4021 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:47] d2.utils.events INFO: eta: 1 day, 7:23:50 iter: 49399 total_loss: 6.663 loss_ce: 0.4015 loss_bbox: 0.2198 loss_giou: 0.3808 loss_ce_0: 0.5711 loss_bbox_0: 0.3721 loss_giou_0: 0.5939 loss_ce_1: 0.4729 loss_bbox_1: 0.265 loss_giou_1: 0.4358 loss_ce_2: 0.4279 loss_bbox_2: 0.2317 loss_giou_2: 0.4001 loss_ce_3: 0.4048 loss_bbox_3: 0.224 loss_giou_3: 0.3893 loss_ce_4: 0.3976 loss_bbox_4: 0.223 loss_giou_4: 0.3847 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:53] d2.utils.events INFO: eta: 1 day, 7:23:57 iter: 49419 total_loss: 7.061 loss_ce: 0.4076 loss_bbox: 0.2319 loss_giou: 0.4136 loss_ce_0: 0.5853 loss_bbox_0: 0.398 loss_giou_0: 0.5863 loss_ce_1: 0.4803 loss_bbox_1: 0.2656 loss_giou_1: 0.4507 loss_ce_2: 0.4263 loss_bbox_2: 0.2434 loss_giou_2: 0.4287 loss_ce_3: 0.4111 loss_bbox_3: 0.2394 loss_giou_3: 0.4228 loss_ce_4: 0.4054 loss_bbox_4: 0.2354 loss_giou_4: 0.4211 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 17:12:59] d2.utils.events INFO: eta: 1 day, 7:24:09 iter: 49439 total_loss: 7.058 loss_ce: 0.4323 loss_bbox: 0.2326 loss_giou: 0.3919 loss_ce_0: 0.594 loss_bbox_0: 0.3844 loss_giou_0: 0.5971 loss_ce_1: 0.5023 loss_bbox_1: 0.2733 loss_giou_1: 0.4512 loss_ce_2: 0.4559 loss_bbox_2: 0.2472 loss_giou_2: 0.4196 loss_ce_3: 0.4511 loss_bbox_3: 0.2368 loss_giou_3: 0.4009 loss_ce_4: 0.437 loss_bbox_4: 0.2337 loss_giou_4: 0.3884 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:04] d2.utils.events INFO: eta: 1 day, 7:24:44 iter: 49459 total_loss: 7.044 loss_ce: 0.4346 loss_bbox: 0.2415 loss_giou: 0.3938 loss_ce_0: 0.5983 loss_bbox_0: 0.4047 loss_giou_0: 0.5739 loss_ce_1: 0.4917 loss_bbox_1: 0.2914 loss_giou_1: 0.4351 loss_ce_2: 0.4576 loss_bbox_2: 0.2507 loss_giou_2: 0.4071 loss_ce_3: 0.44 loss_bbox_3: 0.2479 loss_giou_3: 0.396 loss_ce_4: 0.4361 loss_bbox_4: 0.2439 loss_giou_4: 0.3885 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:10] d2.utils.events INFO: eta: 1 day, 7:23:58 iter: 49479 total_loss: 7.07 loss_ce: 0.4201 loss_bbox: 0.2185 loss_giou: 0.3945 loss_ce_0: 0.6019 loss_bbox_0: 0.3801 loss_giou_0: 0.6124 loss_ce_1: 0.4986 loss_bbox_1: 0.2545 loss_giou_1: 0.4563 loss_ce_2: 0.4486 loss_bbox_2: 0.224 loss_giou_2: 0.4116 loss_ce_3: 0.4177 loss_bbox_3: 0.2225 loss_giou_3: 0.4036 loss_ce_4: 0.4216 loss_bbox_4: 0.2192 loss_giou_4: 0.3954 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:16] d2.utils.events INFO: eta: 1 day, 7:24:45 iter: 49499 total_loss: 7.263 loss_ce: 0.4106 loss_bbox: 0.2319 loss_giou: 0.4098 loss_ce_0: 0.5787 loss_bbox_0: 0.389 loss_giou_0: 0.6246 loss_ce_1: 0.4723 loss_bbox_1: 0.2672 loss_giou_1: 0.4657 loss_ce_2: 0.4427 loss_bbox_2: 0.2427 loss_giou_2: 0.4337 loss_ce_3: 0.4222 loss_bbox_3: 0.2306 loss_giou_3: 0.4182 loss_ce_4: 0.4122 loss_bbox_4: 0.2313 loss_giou_4: 0.4112 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:22] d2.utils.events INFO: eta: 1 day, 7:24:39 iter: 49519 total_loss: 6.999 loss_ce: 0.413 loss_bbox: 0.2243 loss_giou: 0.3961 loss_ce_0: 0.5871 loss_bbox_0: 0.3895 loss_giou_0: 0.6034 loss_ce_1: 0.4892 loss_bbox_1: 0.2559 loss_giou_1: 0.4427 loss_ce_2: 0.4491 loss_bbox_2: 0.2372 loss_giou_2: 0.4121 loss_ce_3: 0.422 loss_bbox_3: 0.2329 loss_giou_3: 0.3953 loss_ce_4: 0.4138 loss_bbox_4: 0.23 loss_giou_4: 0.3927 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:27] d2.utils.events INFO: eta: 1 day, 7:24:40 iter: 49539 total_loss: 7.222 loss_ce: 0.4043 loss_bbox: 0.2309 loss_giou: 0.4133 loss_ce_0: 0.5901 loss_bbox_0: 0.3922 loss_giou_0: 0.6415 loss_ce_1: 0.4996 loss_bbox_1: 0.267 loss_giou_1: 0.4813 loss_ce_2: 0.4365 loss_bbox_2: 0.2438 loss_giou_2: 0.4341 loss_ce_3: 0.4147 loss_bbox_3: 0.2361 loss_giou_3: 0.4233 loss_ce_4: 0.4117 loss_bbox_4: 0.2321 loss_giou_4: 0.4187 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:33] d2.utils.events INFO: eta: 1 day, 7:23:35 iter: 49559 total_loss: 7.144 loss_ce: 0.4283 loss_bbox: 0.2295 loss_giou: 0.3979 loss_ce_0: 0.5818 loss_bbox_0: 0.3873 loss_giou_0: 0.5953 loss_ce_1: 0.5 loss_bbox_1: 0.2651 loss_giou_1: 0.4429 loss_ce_2: 0.4506 loss_bbox_2: 0.2464 loss_giou_2: 0.4181 loss_ce_3: 0.4359 loss_bbox_3: 0.2336 loss_giou_3: 0.4082 loss_ce_4: 0.4265 loss_bbox_4: 0.2305 loss_giou_4: 0.3962 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:39] d2.utils.events INFO: eta: 1 day, 7:23:35 iter: 49579 total_loss: 6.988 loss_ce: 0.4152 loss_bbox: 0.2445 loss_giou: 0.402 loss_ce_0: 0.5782 loss_bbox_0: 0.4028 loss_giou_0: 0.5879 loss_ce_1: 0.4949 loss_bbox_1: 0.291 loss_giou_1: 0.4495 loss_ce_2: 0.4337 loss_bbox_2: 0.2534 loss_giou_2: 0.4127 loss_ce_3: 0.4165 loss_bbox_3: 0.2451 loss_giou_3: 0.3998 loss_ce_4: 0.4085 loss_bbox_4: 0.2444 loss_giou_4: 0.3954 time: 0.2802 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:44] d2.utils.events INFO: eta: 1 day, 7:23:17 iter: 49599 total_loss: 7.112 loss_ce: 0.4231 loss_bbox: 0.2337 loss_giou: 0.3986 loss_ce_0: 0.5915 loss_bbox_0: 0.4035 loss_giou_0: 0.5951 loss_ce_1: 0.4972 loss_bbox_1: 0.2842 loss_giou_1: 0.4514 loss_ce_2: 0.4548 loss_bbox_2: 0.246 loss_giou_2: 0.4142 loss_ce_3: 0.4357 loss_bbox_3: 0.2368 loss_giou_3: 0.4056 loss_ce_4: 0.4272 loss_bbox_4: 0.236 loss_giou_4: 0.401 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:50] d2.utils.events INFO: eta: 1 day, 7:23:01 iter: 49619 total_loss: 6.911 loss_ce: 0.4157 loss_bbox: 0.2347 loss_giou: 0.3968 loss_ce_0: 0.5805 loss_bbox_0: 0.3702 loss_giou_0: 0.6046 loss_ce_1: 0.4872 loss_bbox_1: 0.2636 loss_giou_1: 0.4507 loss_ce_2: 0.4339 loss_bbox_2: 0.241 loss_giou_2: 0.4144 loss_ce_3: 0.4242 loss_bbox_3: 0.2345 loss_giou_3: 0.4048 loss_ce_4: 0.418 loss_bbox_4: 0.2371 loss_giou_4: 0.3966 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:13:56] d2.utils.events INFO: eta: 1 day, 7:23:13 iter: 49639 total_loss: 7.572 loss_ce: 0.4395 loss_bbox: 0.2377 loss_giou: 0.4524 loss_ce_0: 0.5987 loss_bbox_0: 0.3854 loss_giou_0: 0.6563 loss_ce_1: 0.5043 loss_bbox_1: 0.2788 loss_giou_1: 0.5081 loss_ce_2: 0.469 loss_bbox_2: 0.2471 loss_giou_2: 0.4644 loss_ce_3: 0.4345 loss_bbox_3: 0.2428 loss_giou_3: 0.4621 loss_ce_4: 0.4386 loss_bbox_4: 0.2378 loss_giou_4: 0.4559 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:01] d2.utils.events INFO: eta: 1 day, 7:22:17 iter: 49659 total_loss: 7.323 loss_ce: 0.4184 loss_bbox: 0.2476 loss_giou: 0.3994 loss_ce_0: 0.6081 loss_bbox_0: 0.4007 loss_giou_0: 0.6055 loss_ce_1: 0.5016 loss_bbox_1: 0.2853 loss_giou_1: 0.4575 loss_ce_2: 0.4489 loss_bbox_2: 0.2598 loss_giou_2: 0.4196 loss_ce_3: 0.4294 loss_bbox_3: 0.256 loss_giou_3: 0.4028 loss_ce_4: 0.4171 loss_bbox_4: 0.2492 loss_giou_4: 0.3984 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:07] d2.utils.events INFO: eta: 1 day, 7:22:07 iter: 49679 total_loss: 7.369 loss_ce: 0.4434 loss_bbox: 0.2438 loss_giou: 0.4028 loss_ce_0: 0.6155 loss_bbox_0: 0.4001 loss_giou_0: 0.6104 loss_ce_1: 0.5322 loss_bbox_1: 0.2794 loss_giou_1: 0.4563 loss_ce_2: 0.4665 loss_bbox_2: 0.2525 loss_giou_2: 0.4174 loss_ce_3: 0.4527 loss_bbox_3: 0.2483 loss_giou_3: 0.4053 loss_ce_4: 0.444 loss_bbox_4: 0.249 loss_giou_4: 0.4053 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:13] d2.utils.events INFO: eta: 1 day, 7:22:11 iter: 49699 total_loss: 7.251 loss_ce: 0.4165 loss_bbox: 0.2259 loss_giou: 0.4012 loss_ce_0: 0.5684 loss_bbox_0: 0.3793 loss_giou_0: 0.6063 loss_ce_1: 0.4778 loss_bbox_1: 0.2659 loss_giou_1: 0.4646 loss_ce_2: 0.4395 loss_bbox_2: 0.2375 loss_giou_2: 0.4207 loss_ce_3: 0.4198 loss_bbox_3: 0.2334 loss_giou_3: 0.4117 loss_ce_4: 0.42 loss_bbox_4: 0.2307 loss_giou_4: 0.4044 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:19] d2.utils.events INFO: eta: 1 day, 7:21:56 iter: 49719 total_loss: 7.156 loss_ce: 0.4227 loss_bbox: 0.2357 loss_giou: 0.383 loss_ce_0: 0.5887 loss_bbox_0: 0.391 loss_giou_0: 0.573 loss_ce_1: 0.4947 loss_bbox_1: 0.2777 loss_giou_1: 0.437 loss_ce_2: 0.4471 loss_bbox_2: 0.2538 loss_giou_2: 0.4055 loss_ce_3: 0.4179 loss_bbox_3: 0.2424 loss_giou_3: 0.3937 loss_ce_4: 0.416 loss_bbox_4: 0.2391 loss_giou_4: 0.3912 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:24] d2.utils.events INFO: eta: 1 day, 7:21:34 iter: 49739 total_loss: 6.914 loss_ce: 0.3966 loss_bbox: 0.2163 loss_giou: 0.3913 loss_ce_0: 0.5834 loss_bbox_0: 0.3893 loss_giou_0: 0.6029 loss_ce_1: 0.4798 loss_bbox_1: 0.2725 loss_giou_1: 0.4514 loss_ce_2: 0.4356 loss_bbox_2: 0.2261 loss_giou_2: 0.4143 loss_ce_3: 0.4044 loss_bbox_3: 0.2279 loss_giou_3: 0.3958 loss_ce_4: 0.3939 loss_bbox_4: 0.2253 loss_giou_4: 0.3941 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:30] d2.utils.events INFO: eta: 1 day, 7:21:45 iter: 49759 total_loss: 7.166 loss_ce: 0.4265 loss_bbox: 0.2378 loss_giou: 0.3858 loss_ce_0: 0.5953 loss_bbox_0: 0.3988 loss_giou_0: 0.5991 loss_ce_1: 0.5083 loss_bbox_1: 0.274 loss_giou_1: 0.4428 loss_ce_2: 0.4467 loss_bbox_2: 0.2473 loss_giou_2: 0.4055 loss_ce_3: 0.4287 loss_bbox_3: 0.2384 loss_giou_3: 0.3945 loss_ce_4: 0.4287 loss_bbox_4: 0.2382 loss_giou_4: 0.3887 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:36] d2.utils.events INFO: eta: 1 day, 7:21:50 iter: 49779 total_loss: 7.076 loss_ce: 0.4208 loss_bbox: 0.2358 loss_giou: 0.4009 loss_ce_0: 0.573 loss_bbox_0: 0.3812 loss_giou_0: 0.6149 loss_ce_1: 0.4762 loss_bbox_1: 0.2771 loss_giou_1: 0.4657 loss_ce_2: 0.4377 loss_bbox_2: 0.2489 loss_giou_2: 0.4301 loss_ce_3: 0.4295 loss_bbox_3: 0.2469 loss_giou_3: 0.4103 loss_ce_4: 0.4135 loss_bbox_4: 0.2432 loss_giou_4: 0.4062 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:42] d2.utils.events INFO: eta: 1 day, 7:22:21 iter: 49799 total_loss: 7.064 loss_ce: 0.411 loss_bbox: 0.2345 loss_giou: 0.4063 loss_ce_0: 0.5805 loss_bbox_0: 0.3964 loss_giou_0: 0.5901 loss_ce_1: 0.4931 loss_bbox_1: 0.2637 loss_giou_1: 0.4487 loss_ce_2: 0.4455 loss_bbox_2: 0.2397 loss_giou_2: 0.4219 loss_ce_3: 0.4191 loss_bbox_3: 0.2384 loss_giou_3: 0.4162 loss_ce_4: 0.4159 loss_bbox_4: 0.2365 loss_giou_4: 0.4094 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:47] d2.utils.events INFO: eta: 1 day, 7:22:16 iter: 49819 total_loss: 6.614 loss_ce: 0.3988 loss_bbox: 0.2073 loss_giou: 0.3724 loss_ce_0: 0.5746 loss_bbox_0: 0.3706 loss_giou_0: 0.5623 loss_ce_1: 0.4771 loss_bbox_1: 0.2533 loss_giou_1: 0.426 loss_ce_2: 0.4261 loss_bbox_2: 0.2227 loss_giou_2: 0.3882 loss_ce_3: 0.4066 loss_bbox_3: 0.2088 loss_giou_3: 0.3738 loss_ce_4: 0.3957 loss_bbox_4: 0.2062 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:53] d2.utils.events INFO: eta: 1 day, 7:22:10 iter: 49839 total_loss: 7.047 loss_ce: 0.4049 loss_bbox: 0.2435 loss_giou: 0.4068 loss_ce_0: 0.5869 loss_bbox_0: 0.3873 loss_giou_0: 0.5918 loss_ce_1: 0.4833 loss_bbox_1: 0.2711 loss_giou_1: 0.4551 loss_ce_2: 0.4324 loss_bbox_2: 0.2468 loss_giou_2: 0.4169 loss_ce_3: 0.4061 loss_bbox_3: 0.2443 loss_giou_3: 0.4083 loss_ce_4: 0.4089 loss_bbox_4: 0.2441 loss_giou_4: 0.4076 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 17:14:59] d2.utils.events INFO: eta: 1 day, 7:21:41 iter: 49859 total_loss: 6.919 loss_ce: 0.4026 loss_bbox: 0.213 loss_giou: 0.3729 loss_ce_0: 0.6049 loss_bbox_0: 0.3836 loss_giou_0: 0.5795 loss_ce_1: 0.4886 loss_bbox_1: 0.2657 loss_giou_1: 0.4334 loss_ce_2: 0.427 loss_bbox_2: 0.2388 loss_giou_2: 0.3878 loss_ce_3: 0.4007 loss_bbox_3: 0.2232 loss_giou_3: 0.3823 loss_ce_4: 0.4058 loss_bbox_4: 0.2168 loss_giou_4: 0.3781 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:04] d2.utils.events INFO: eta: 1 day, 7:21:47 iter: 49879 total_loss: 7.335 loss_ce: 0.4368 loss_bbox: 0.2533 loss_giou: 0.4099 loss_ce_0: 0.5913 loss_bbox_0: 0.4134 loss_giou_0: 0.6112 loss_ce_1: 0.5076 loss_bbox_1: 0.2894 loss_giou_1: 0.47 loss_ce_2: 0.4598 loss_bbox_2: 0.2647 loss_giou_2: 0.4243 loss_ce_3: 0.4407 loss_bbox_3: 0.2596 loss_giou_3: 0.4157 loss_ce_4: 0.4324 loss_bbox_4: 0.2568 loss_giou_4: 0.4165 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:10] d2.utils.events INFO: eta: 1 day, 7:21:42 iter: 49899 total_loss: 7.401 loss_ce: 0.4551 loss_bbox: 0.2232 loss_giou: 0.413 loss_ce_0: 0.5966 loss_bbox_0: 0.3991 loss_giou_0: 0.6192 loss_ce_1: 0.5289 loss_bbox_1: 0.2659 loss_giou_1: 0.4574 loss_ce_2: 0.4769 loss_bbox_2: 0.2397 loss_giou_2: 0.4203 loss_ce_3: 0.4576 loss_bbox_3: 0.2336 loss_giou_3: 0.4111 loss_ce_4: 0.4568 loss_bbox_4: 0.2285 loss_giou_4: 0.4135 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:16] d2.utils.events INFO: eta: 1 day, 7:21:24 iter: 49919 total_loss: 7.064 loss_ce: 0.4194 loss_bbox: 0.2334 loss_giou: 0.3713 loss_ce_0: 0.5821 loss_bbox_0: 0.3926 loss_giou_0: 0.5855 loss_ce_1: 0.4902 loss_bbox_1: 0.266 loss_giou_1: 0.4386 loss_ce_2: 0.4396 loss_bbox_2: 0.2484 loss_giou_2: 0.3965 loss_ce_3: 0.4217 loss_bbox_3: 0.237 loss_giou_3: 0.3874 loss_ce_4: 0.419 loss_bbox_4: 0.2347 loss_giou_4: 0.3731 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:21] d2.utils.events INFO: eta: 1 day, 7:21:59 iter: 49939 total_loss: 7.138 loss_ce: 0.4265 loss_bbox: 0.227 loss_giou: 0.3777 loss_ce_0: 0.5849 loss_bbox_0: 0.3816 loss_giou_0: 0.6029 loss_ce_1: 0.4905 loss_bbox_1: 0.2622 loss_giou_1: 0.439 loss_ce_2: 0.4565 loss_bbox_2: 0.2271 loss_giou_2: 0.3924 loss_ce_3: 0.4265 loss_bbox_3: 0.2293 loss_giou_3: 0.3794 loss_ce_4: 0.4284 loss_bbox_4: 0.2275 loss_giou_4: 0.3767 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:27] d2.utils.events INFO: eta: 1 day, 7:22:01 iter: 49959 total_loss: 6.835 loss_ce: 0.4128 loss_bbox: 0.2252 loss_giou: 0.3805 loss_ce_0: 0.5864 loss_bbox_0: 0.375 loss_giou_0: 0.579 loss_ce_1: 0.4839 loss_bbox_1: 0.2566 loss_giou_1: 0.4332 loss_ce_2: 0.4413 loss_bbox_2: 0.2341 loss_giou_2: 0.4046 loss_ce_3: 0.4102 loss_bbox_3: 0.2321 loss_giou_3: 0.3913 loss_ce_4: 0.4062 loss_bbox_4: 0.2278 loss_giou_4: 0.3811 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:33] d2.utils.events INFO: eta: 1 day, 7:22:29 iter: 49979 total_loss: 6.914 loss_ce: 0.4146 loss_bbox: 0.2305 loss_giou: 0.3899 loss_ce_0: 0.5787 loss_bbox_0: 0.3603 loss_giou_0: 0.6024 loss_ce_1: 0.4844 loss_bbox_1: 0.2637 loss_giou_1: 0.4498 loss_ce_2: 0.438 loss_bbox_2: 0.2378 loss_giou_2: 0.4127 loss_ce_3: 0.4068 loss_bbox_3: 0.2294 loss_giou_3: 0.4028 loss_ce_4: 0.4149 loss_bbox_4: 0.2278 loss_giou_4: 0.3916 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:39] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0049999.pth [11/02 17:15:41] d2.utils.events INFO: eta: 1 day, 7:22:34 iter: 49999 total_loss: 6.902 loss_ce: 0.4054 loss_bbox: 0.2057 loss_giou: 0.3856 loss_ce_0: 0.5821 loss_bbox_0: 0.3765 loss_giou_0: 0.6133 loss_ce_1: 0.4666 loss_bbox_1: 0.2453 loss_giou_1: 0.4505 loss_ce_2: 0.4245 loss_bbox_2: 0.2205 loss_giou_2: 0.4068 loss_ce_3: 0.4087 loss_bbox_3: 0.211 loss_giou_3: 0.3917 loss_ce_4: 0.405 loss_bbox_4: 0.2057 loss_giou_4: 0.3873 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:46] d2.utils.events INFO: eta: 1 day, 7:22:15 iter: 50019 total_loss: 6.803 loss_ce: 0.3974 loss_bbox: 0.2246 loss_giou: 0.4062 loss_ce_0: 0.5619 loss_bbox_0: 0.3774 loss_giou_0: 0.5924 loss_ce_1: 0.4709 loss_bbox_1: 0.2622 loss_giou_1: 0.4617 loss_ce_2: 0.4255 loss_bbox_2: 0.2465 loss_giou_2: 0.4235 loss_ce_3: 0.404 loss_bbox_3: 0.2321 loss_giou_3: 0.412 loss_ce_4: 0.3921 loss_bbox_4: 0.2281 loss_giou_4: 0.4009 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:52] d2.utils.events INFO: eta: 1 day, 7:21:59 iter: 50039 total_loss: 7.056 loss_ce: 0.4115 loss_bbox: 0.2257 loss_giou: 0.4138 loss_ce_0: 0.5857 loss_bbox_0: 0.3813 loss_giou_0: 0.5987 loss_ce_1: 0.4803 loss_bbox_1: 0.2677 loss_giou_1: 0.4735 loss_ce_2: 0.4341 loss_bbox_2: 0.2368 loss_giou_2: 0.4335 loss_ce_3: 0.415 loss_bbox_3: 0.2245 loss_giou_3: 0.4215 loss_ce_4: 0.4118 loss_bbox_4: 0.2226 loss_giou_4: 0.419 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 17:15:58] d2.utils.events INFO: eta: 1 day, 7:21:55 iter: 50059 total_loss: 7.032 loss_ce: 0.4138 loss_bbox: 0.229 loss_giou: 0.4013 loss_ce_0: 0.5886 loss_bbox_0: 0.3854 loss_giou_0: 0.6168 loss_ce_1: 0.4809 loss_bbox_1: 0.2552 loss_giou_1: 0.4547 loss_ce_2: 0.4522 loss_bbox_2: 0.2331 loss_giou_2: 0.4241 loss_ce_3: 0.4222 loss_bbox_3: 0.2335 loss_giou_3: 0.4131 loss_ce_4: 0.4212 loss_bbox_4: 0.2281 loss_giou_4: 0.4018 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:03] d2.utils.events INFO: eta: 1 day, 7:21:50 iter: 50079 total_loss: 6.856 loss_ce: 0.392 loss_bbox: 0.2421 loss_giou: 0.397 loss_ce_0: 0.5677 loss_bbox_0: 0.3857 loss_giou_0: 0.5767 loss_ce_1: 0.4747 loss_bbox_1: 0.2746 loss_giou_1: 0.4464 loss_ce_2: 0.4316 loss_bbox_2: 0.2515 loss_giou_2: 0.4126 loss_ce_3: 0.3997 loss_bbox_3: 0.2462 loss_giou_3: 0.404 loss_ce_4: 0.3937 loss_bbox_4: 0.2432 loss_giou_4: 0.3992 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:09] d2.utils.events INFO: eta: 1 day, 7:21:44 iter: 50099 total_loss: 6.926 loss_ce: 0.4213 loss_bbox: 0.223 loss_giou: 0.3884 loss_ce_0: 0.5878 loss_bbox_0: 0.3758 loss_giou_0: 0.5929 loss_ce_1: 0.4902 loss_bbox_1: 0.2651 loss_giou_1: 0.4542 loss_ce_2: 0.4554 loss_bbox_2: 0.2377 loss_giou_2: 0.4146 loss_ce_3: 0.4229 loss_bbox_3: 0.2278 loss_giou_3: 0.3985 loss_ce_4: 0.4279 loss_bbox_4: 0.2265 loss_giou_4: 0.3892 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:15] d2.utils.events INFO: eta: 1 day, 7:21:36 iter: 50119 total_loss: 6.898 loss_ce: 0.4043 loss_bbox: 0.2343 loss_giou: 0.3917 loss_ce_0: 0.5634 loss_bbox_0: 0.3822 loss_giou_0: 0.5935 loss_ce_1: 0.4749 loss_bbox_1: 0.274 loss_giou_1: 0.4522 loss_ce_2: 0.4358 loss_bbox_2: 0.2514 loss_giou_2: 0.4094 loss_ce_3: 0.4095 loss_bbox_3: 0.242 loss_giou_3: 0.3992 loss_ce_4: 0.4077 loss_bbox_4: 0.2374 loss_giou_4: 0.3927 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:20] d2.utils.events INFO: eta: 1 day, 7:21:58 iter: 50139 total_loss: 6.802 loss_ce: 0.405 loss_bbox: 0.2335 loss_giou: 0.3778 loss_ce_0: 0.577 loss_bbox_0: 0.3951 loss_giou_0: 0.5496 loss_ce_1: 0.4887 loss_bbox_1: 0.2777 loss_giou_1: 0.4277 loss_ce_2: 0.4473 loss_bbox_2: 0.2594 loss_giou_2: 0.3988 loss_ce_3: 0.4236 loss_bbox_3: 0.2331 loss_giou_3: 0.3833 loss_ce_4: 0.4102 loss_bbox_4: 0.2353 loss_giou_4: 0.378 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:26] d2.utils.events INFO: eta: 1 day, 7:21:53 iter: 50159 total_loss: 6.692 loss_ce: 0.3983 loss_bbox: 0.2377 loss_giou: 0.3675 loss_ce_0: 0.5763 loss_bbox_0: 0.3809 loss_giou_0: 0.5438 loss_ce_1: 0.4791 loss_bbox_1: 0.2752 loss_giou_1: 0.4093 loss_ce_2: 0.4245 loss_bbox_2: 0.2502 loss_giou_2: 0.3739 loss_ce_3: 0.4006 loss_bbox_3: 0.2424 loss_giou_3: 0.3679 loss_ce_4: 0.3957 loss_bbox_4: 0.2401 loss_giou_4: 0.3665 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:32] d2.utils.events INFO: eta: 1 day, 7:22:12 iter: 50179 total_loss: 7.02 loss_ce: 0.4204 loss_bbox: 0.238 loss_giou: 0.3702 loss_ce_0: 0.5885 loss_bbox_0: 0.3986 loss_giou_0: 0.5564 loss_ce_1: 0.4982 loss_bbox_1: 0.2719 loss_giou_1: 0.4243 loss_ce_2: 0.4474 loss_bbox_2: 0.2451 loss_giou_2: 0.3815 loss_ce_3: 0.42 loss_bbox_3: 0.2425 loss_giou_3: 0.3807 loss_ce_4: 0.4223 loss_bbox_4: 0.2413 loss_giou_4: 0.3707 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:38] d2.utils.events INFO: eta: 1 day, 7:22:06 iter: 50199 total_loss: 7.179 loss_ce: 0.4184 loss_bbox: 0.2274 loss_giou: 0.3927 loss_ce_0: 0.5889 loss_bbox_0: 0.3805 loss_giou_0: 0.6127 loss_ce_1: 0.4991 loss_bbox_1: 0.2622 loss_giou_1: 0.4486 loss_ce_2: 0.4527 loss_bbox_2: 0.2386 loss_giou_2: 0.4046 loss_ce_3: 0.4302 loss_bbox_3: 0.2337 loss_giou_3: 0.3947 loss_ce_4: 0.4261 loss_bbox_4: 0.2297 loss_giou_4: 0.3959 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:43] d2.utils.events INFO: eta: 1 day, 7:22:09 iter: 50219 total_loss: 7.303 loss_ce: 0.3894 loss_bbox: 0.2301 loss_giou: 0.4146 loss_ce_0: 0.5764 loss_bbox_0: 0.3936 loss_giou_0: 0.6062 loss_ce_1: 0.463 loss_bbox_1: 0.2704 loss_giou_1: 0.4687 loss_ce_2: 0.4272 loss_bbox_2: 0.256 loss_giou_2: 0.4279 loss_ce_3: 0.3987 loss_bbox_3: 0.2413 loss_giou_3: 0.4201 loss_ce_4: 0.3911 loss_bbox_4: 0.2356 loss_giou_4: 0.4167 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:49] d2.utils.events INFO: eta: 1 day, 7:22:27 iter: 50239 total_loss: 7.196 loss_ce: 0.4259 loss_bbox: 0.2234 loss_giou: 0.3908 loss_ce_0: 0.5905 loss_bbox_0: 0.3746 loss_giou_0: 0.6263 loss_ce_1: 0.4951 loss_bbox_1: 0.2588 loss_giou_1: 0.4639 loss_ce_2: 0.4543 loss_bbox_2: 0.2374 loss_giou_2: 0.4089 loss_ce_3: 0.4289 loss_bbox_3: 0.2258 loss_giou_3: 0.396 loss_ce_4: 0.4247 loss_bbox_4: 0.2245 loss_giou_4: 0.3906 time: 0.2802 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/02 17:16:55] d2.utils.events INFO: eta: 1 day, 7:22:42 iter: 50259 total_loss: 7.122 loss_ce: 0.4158 loss_bbox: 0.2338 loss_giou: 0.3895 loss_ce_0: 0.5867 loss_bbox_0: 0.3829 loss_giou_0: 0.5972 loss_ce_1: 0.4965 loss_bbox_1: 0.2714 loss_giou_1: 0.4386 loss_ce_2: 0.4502 loss_bbox_2: 0.2398 loss_giou_2: 0.4088 loss_ce_3: 0.4158 loss_bbox_3: 0.2357 loss_giou_3: 0.3935 loss_ce_4: 0.4166 loss_bbox_4: 0.2334 loss_giou_4: 0.3934 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:01] d2.utils.events INFO: eta: 1 day, 7:22:10 iter: 50279 total_loss: 7.661 loss_ce: 0.4536 loss_bbox: 0.253 loss_giou: 0.4215 loss_ce_0: 0.6076 loss_bbox_0: 0.4191 loss_giou_0: 0.6306 loss_ce_1: 0.5162 loss_bbox_1: 0.2932 loss_giou_1: 0.4734 loss_ce_2: 0.4627 loss_bbox_2: 0.2655 loss_giou_2: 0.4443 loss_ce_3: 0.4509 loss_bbox_3: 0.2551 loss_giou_3: 0.4264 loss_ce_4: 0.4501 loss_bbox_4: 0.2493 loss_giou_4: 0.424 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:06] d2.utils.events INFO: eta: 1 day, 7:21:47 iter: 50299 total_loss: 7.066 loss_ce: 0.4244 loss_bbox: 0.2491 loss_giou: 0.3753 loss_ce_0: 0.6055 loss_bbox_0: 0.398 loss_giou_0: 0.5554 loss_ce_1: 0.4987 loss_bbox_1: 0.2804 loss_giou_1: 0.4281 loss_ce_2: 0.4422 loss_bbox_2: 0.2627 loss_giou_2: 0.3933 loss_ce_3: 0.423 loss_bbox_3: 0.2559 loss_giou_3: 0.3889 loss_ce_4: 0.4227 loss_bbox_4: 0.252 loss_giou_4: 0.3838 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:12] d2.utils.events INFO: eta: 1 day, 7:21:16 iter: 50319 total_loss: 7.231 loss_ce: 0.424 loss_bbox: 0.2276 loss_giou: 0.398 loss_ce_0: 0.5666 loss_bbox_0: 0.3712 loss_giou_0: 0.6272 loss_ce_1: 0.4946 loss_bbox_1: 0.2649 loss_giou_1: 0.4614 loss_ce_2: 0.4388 loss_bbox_2: 0.2359 loss_giou_2: 0.418 loss_ce_3: 0.4303 loss_bbox_3: 0.2274 loss_giou_3: 0.4114 loss_ce_4: 0.4213 loss_bbox_4: 0.2314 loss_giou_4: 0.4029 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:18] d2.utils.events INFO: eta: 1 day, 7:21:04 iter: 50339 total_loss: 7.117 loss_ce: 0.4243 loss_bbox: 0.2375 loss_giou: 0.3988 loss_ce_0: 0.6001 loss_bbox_0: 0.3927 loss_giou_0: 0.5966 loss_ce_1: 0.5066 loss_bbox_1: 0.2842 loss_giou_1: 0.4577 loss_ce_2: 0.4465 loss_bbox_2: 0.2566 loss_giou_2: 0.4311 loss_ce_3: 0.428 loss_bbox_3: 0.2466 loss_giou_3: 0.4125 loss_ce_4: 0.43 loss_bbox_4: 0.2395 loss_giou_4: 0.4066 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:24] d2.utils.events INFO: eta: 1 day, 7:20:28 iter: 50359 total_loss: 6.955 loss_ce: 0.4342 loss_bbox: 0.216 loss_giou: 0.3936 loss_ce_0: 0.5745 loss_bbox_0: 0.3854 loss_giou_0: 0.5838 loss_ce_1: 0.4929 loss_bbox_1: 0.2691 loss_giou_1: 0.4466 loss_ce_2: 0.451 loss_bbox_2: 0.2381 loss_giou_2: 0.4099 loss_ce_3: 0.4302 loss_bbox_3: 0.2268 loss_giou_3: 0.4001 loss_ce_4: 0.4312 loss_bbox_4: 0.2229 loss_giou_4: 0.3982 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:29] d2.utils.events INFO: eta: 1 day, 7:20:11 iter: 50379 total_loss: 6.998 loss_ce: 0.4211 loss_bbox: 0.2243 loss_giou: 0.3885 loss_ce_0: 0.5686 loss_bbox_0: 0.3857 loss_giou_0: 0.5686 loss_ce_1: 0.4982 loss_bbox_1: 0.2711 loss_giou_1: 0.4427 loss_ce_2: 0.452 loss_bbox_2: 0.2338 loss_giou_2: 0.406 loss_ce_3: 0.4293 loss_bbox_3: 0.2316 loss_giou_3: 0.3863 loss_ce_4: 0.4145 loss_bbox_4: 0.2246 loss_giou_4: 0.3826 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:35] d2.utils.events INFO: eta: 1 day, 7:20:42 iter: 50399 total_loss: 6.924 loss_ce: 0.4162 loss_bbox: 0.2191 loss_giou: 0.3738 loss_ce_0: 0.5855 loss_bbox_0: 0.3784 loss_giou_0: 0.554 loss_ce_1: 0.4728 loss_bbox_1: 0.2565 loss_giou_1: 0.427 loss_ce_2: 0.4469 loss_bbox_2: 0.2322 loss_giou_2: 0.3871 loss_ce_3: 0.4163 loss_bbox_3: 0.2242 loss_giou_3: 0.3817 loss_ce_4: 0.4161 loss_bbox_4: 0.2238 loss_giou_4: 0.378 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:41] d2.utils.events INFO: eta: 1 day, 7:20:39 iter: 50419 total_loss: 7.013 loss_ce: 0.4185 loss_bbox: 0.2355 loss_giou: 0.4015 loss_ce_0: 0.5807 loss_bbox_0: 0.38 loss_giou_0: 0.6036 loss_ce_1: 0.485 loss_bbox_1: 0.2686 loss_giou_1: 0.4627 loss_ce_2: 0.4372 loss_bbox_2: 0.2382 loss_giou_2: 0.4245 loss_ce_3: 0.418 loss_bbox_3: 0.2342 loss_giou_3: 0.4076 loss_ce_4: 0.4129 loss_bbox_4: 0.2311 loss_giou_4: 0.4024 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:46] d2.utils.events INFO: eta: 1 day, 7:20:30 iter: 50439 total_loss: 7.299 loss_ce: 0.4392 loss_bbox: 0.2282 loss_giou: 0.4222 loss_ce_0: 0.6054 loss_bbox_0: 0.396 loss_giou_0: 0.6297 loss_ce_1: 0.5063 loss_bbox_1: 0.2678 loss_giou_1: 0.4744 loss_ce_2: 0.4667 loss_bbox_2: 0.2428 loss_giou_2: 0.4317 loss_ce_3: 0.4505 loss_bbox_3: 0.2333 loss_giou_3: 0.4246 loss_ce_4: 0.4438 loss_bbox_4: 0.2277 loss_giou_4: 0.4225 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:52] d2.utils.events INFO: eta: 1 day, 7:19:36 iter: 50459 total_loss: 7.02 loss_ce: 0.4117 loss_bbox: 0.2413 loss_giou: 0.38 loss_ce_0: 0.5718 loss_bbox_0: 0.3873 loss_giou_0: 0.5822 loss_ce_1: 0.4782 loss_bbox_1: 0.2728 loss_giou_1: 0.4244 loss_ce_2: 0.4313 loss_bbox_2: 0.2531 loss_giou_2: 0.4009 loss_ce_3: 0.4156 loss_bbox_3: 0.2512 loss_giou_3: 0.391 loss_ce_4: 0.4083 loss_bbox_4: 0.2441 loss_giou_4: 0.3876 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 17:17:58] d2.utils.events INFO: eta: 1 day, 7:19:30 iter: 50479 total_loss: 6.893 loss_ce: 0.4202 loss_bbox: 0.2187 loss_giou: 0.3812 loss_ce_0: 0.6011 loss_bbox_0: 0.3878 loss_giou_0: 0.5948 loss_ce_1: 0.4963 loss_bbox_1: 0.2633 loss_giou_1: 0.4386 loss_ce_2: 0.4403 loss_bbox_2: 0.2378 loss_giou_2: 0.3964 loss_ce_3: 0.4203 loss_bbox_3: 0.2321 loss_giou_3: 0.3862 loss_ce_4: 0.427 loss_bbox_4: 0.22 loss_giou_4: 0.3821 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:03] d2.utils.events INFO: eta: 1 day, 7:19:15 iter: 50499 total_loss: 7.075 loss_ce: 0.4293 loss_bbox: 0.2328 loss_giou: 0.3736 loss_ce_0: 0.5969 loss_bbox_0: 0.3944 loss_giou_0: 0.5645 loss_ce_1: 0.4917 loss_bbox_1: 0.2776 loss_giou_1: 0.4302 loss_ce_2: 0.441 loss_bbox_2: 0.2501 loss_giou_2: 0.3997 loss_ce_3: 0.4253 loss_bbox_3: 0.2393 loss_giou_3: 0.3844 loss_ce_4: 0.4274 loss_bbox_4: 0.2342 loss_giou_4: 0.3786 time: 0.2802 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:09] d2.utils.events INFO: eta: 1 day, 7:19:07 iter: 50519 total_loss: 6.87 loss_ce: 0.4134 loss_bbox: 0.2374 loss_giou: 0.4011 loss_ce_0: 0.5801 loss_bbox_0: 0.4034 loss_giou_0: 0.568 loss_ce_1: 0.4882 loss_bbox_1: 0.2871 loss_giou_1: 0.4498 loss_ce_2: 0.4392 loss_bbox_2: 0.2534 loss_giou_2: 0.4197 loss_ce_3: 0.4095 loss_bbox_3: 0.2383 loss_giou_3: 0.4076 loss_ce_4: 0.4034 loss_bbox_4: 0.2424 loss_giou_4: 0.4015 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:15] d2.utils.events INFO: eta: 1 day, 7:18:13 iter: 50539 total_loss: 6.77 loss_ce: 0.4134 loss_bbox: 0.2163 loss_giou: 0.3624 loss_ce_0: 0.5688 loss_bbox_0: 0.3624 loss_giou_0: 0.5581 loss_ce_1: 0.4939 loss_bbox_1: 0.257 loss_giou_1: 0.41 loss_ce_2: 0.4444 loss_bbox_2: 0.2227 loss_giou_2: 0.3831 loss_ce_3: 0.4111 loss_bbox_3: 0.2212 loss_giou_3: 0.3671 loss_ce_4: 0.4199 loss_bbox_4: 0.2169 loss_giou_4: 0.3676 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:20] d2.utils.events INFO: eta: 1 day, 7:19:05 iter: 50559 total_loss: 7.171 loss_ce: 0.4231 loss_bbox: 0.2407 loss_giou: 0.3872 loss_ce_0: 0.5923 loss_bbox_0: 0.3828 loss_giou_0: 0.5927 loss_ce_1: 0.4974 loss_bbox_1: 0.2786 loss_giou_1: 0.4535 loss_ce_2: 0.4477 loss_bbox_2: 0.2561 loss_giou_2: 0.4231 loss_ce_3: 0.4245 loss_bbox_3: 0.2492 loss_giou_3: 0.3994 loss_ce_4: 0.4246 loss_bbox_4: 0.2431 loss_giou_4: 0.3934 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:26] d2.utils.events INFO: eta: 1 day, 7:18:46 iter: 50579 total_loss: 7.05 loss_ce: 0.4321 loss_bbox: 0.2396 loss_giou: 0.3557 loss_ce_0: 0.5957 loss_bbox_0: 0.4127 loss_giou_0: 0.5655 loss_ce_1: 0.4925 loss_bbox_1: 0.2816 loss_giou_1: 0.4122 loss_ce_2: 0.4392 loss_bbox_2: 0.2537 loss_giou_2: 0.3712 loss_ce_3: 0.433 loss_bbox_3: 0.2494 loss_giou_3: 0.3611 loss_ce_4: 0.4303 loss_bbox_4: 0.2434 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:32] d2.utils.events INFO: eta: 1 day, 7:18:41 iter: 50599 total_loss: 6.858 loss_ce: 0.4091 loss_bbox: 0.2366 loss_giou: 0.3659 loss_ce_0: 0.5841 loss_bbox_0: 0.3958 loss_giou_0: 0.5871 loss_ce_1: 0.498 loss_bbox_1: 0.2709 loss_giou_1: 0.4354 loss_ce_2: 0.4276 loss_bbox_2: 0.2497 loss_giou_2: 0.3913 loss_ce_3: 0.4056 loss_bbox_3: 0.2387 loss_giou_3: 0.3758 loss_ce_4: 0.4003 loss_bbox_4: 0.2369 loss_giou_4: 0.3685 time: 0.2802 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:38] d2.utils.events INFO: eta: 1 day, 7:18:37 iter: 50619 total_loss: 7.263 loss_ce: 0.4308 loss_bbox: 0.234 loss_giou: 0.3962 loss_ce_0: 0.6114 loss_bbox_0: 0.3869 loss_giou_0: 0.6032 loss_ce_1: 0.5147 loss_bbox_1: 0.2665 loss_giou_1: 0.454 loss_ce_2: 0.4633 loss_bbox_2: 0.2376 loss_giou_2: 0.4126 loss_ce_3: 0.4322 loss_bbox_3: 0.2293 loss_giou_3: 0.3985 loss_ce_4: 0.4334 loss_bbox_4: 0.2263 loss_giou_4: 0.3955 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:43] d2.utils.events INFO: eta: 1 day, 7:18:35 iter: 50639 total_loss: 7.157 loss_ce: 0.4267 loss_bbox: 0.2256 loss_giou: 0.3992 loss_ce_0: 0.5915 loss_bbox_0: 0.4049 loss_giou_0: 0.5997 loss_ce_1: 0.5156 loss_bbox_1: 0.2733 loss_giou_1: 0.4548 loss_ce_2: 0.4623 loss_bbox_2: 0.2409 loss_giou_2: 0.4094 loss_ce_3: 0.4324 loss_bbox_3: 0.234 loss_giou_3: 0.4016 loss_ce_4: 0.4264 loss_bbox_4: 0.2284 loss_giou_4: 0.3998 time: 0.2802 data_time: 0.0167 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:49] d2.utils.events INFO: eta: 1 day, 7:19:28 iter: 50659 total_loss: 6.897 loss_ce: 0.4034 loss_bbox: 0.2174 loss_giou: 0.3784 loss_ce_0: 0.5727 loss_bbox_0: 0.3691 loss_giou_0: 0.6002 loss_ce_1: 0.4775 loss_bbox_1: 0.2562 loss_giou_1: 0.4479 loss_ce_2: 0.4265 loss_bbox_2: 0.2348 loss_giou_2: 0.4033 loss_ce_3: 0.4081 loss_bbox_3: 0.2263 loss_giou_3: 0.3884 loss_ce_4: 0.397 loss_bbox_4: 0.2218 loss_giou_4: 0.3813 time: 0.2802 data_time: 0.0163 lr: 2.5e-05 max_mem: 5427M [11/02 17:18:55] d2.utils.events INFO: eta: 1 day, 7:19:59 iter: 50679 total_loss: 7.049 loss_ce: 0.421 loss_bbox: 0.2281 loss_giou: 0.3902 loss_ce_0: 0.5843 loss_bbox_0: 0.3631 loss_giou_0: 0.5875 loss_ce_1: 0.5019 loss_bbox_1: 0.2661 loss_giou_1: 0.4438 loss_ce_2: 0.4652 loss_bbox_2: 0.2414 loss_giou_2: 0.4041 loss_ce_3: 0.4268 loss_bbox_3: 0.2369 loss_giou_3: 0.3944 loss_ce_4: 0.4204 loss_bbox_4: 0.2307 loss_giou_4: 0.3917 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:01] d2.utils.events INFO: eta: 1 day, 7:19:17 iter: 50699 total_loss: 6.903 loss_ce: 0.422 loss_bbox: 0.2344 loss_giou: 0.3709 loss_ce_0: 0.5634 loss_bbox_0: 0.3812 loss_giou_0: 0.5651 loss_ce_1: 0.4969 loss_bbox_1: 0.2663 loss_giou_1: 0.4273 loss_ce_2: 0.4488 loss_bbox_2: 0.2376 loss_giou_2: 0.394 loss_ce_3: 0.4242 loss_bbox_3: 0.2352 loss_giou_3: 0.3767 loss_ce_4: 0.4259 loss_bbox_4: 0.2319 loss_giou_4: 0.3714 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:06] d2.utils.events INFO: eta: 1 day, 7:19:22 iter: 50719 total_loss: 7.018 loss_ce: 0.4115 loss_bbox: 0.2332 loss_giou: 0.3771 loss_ce_0: 0.5945 loss_bbox_0: 0.3817 loss_giou_0: 0.5936 loss_ce_1: 0.4848 loss_bbox_1: 0.2702 loss_giou_1: 0.444 loss_ce_2: 0.4373 loss_bbox_2: 0.2507 loss_giou_2: 0.3973 loss_ce_3: 0.4204 loss_bbox_3: 0.2431 loss_giou_3: 0.3883 loss_ce_4: 0.4176 loss_bbox_4: 0.2369 loss_giou_4: 0.3785 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:12] d2.utils.events INFO: eta: 1 day, 7:19:05 iter: 50739 total_loss: 7.029 loss_ce: 0.415 loss_bbox: 0.2089 loss_giou: 0.3846 loss_ce_0: 0.579 loss_bbox_0: 0.3837 loss_giou_0: 0.588 loss_ce_1: 0.4925 loss_bbox_1: 0.2613 loss_giou_1: 0.4381 loss_ce_2: 0.4436 loss_bbox_2: 0.2247 loss_giou_2: 0.3975 loss_ce_3: 0.4183 loss_bbox_3: 0.2135 loss_giou_3: 0.3823 loss_ce_4: 0.4147 loss_bbox_4: 0.2093 loss_giou_4: 0.3782 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:18] d2.utils.events INFO: eta: 1 day, 7:18:01 iter: 50759 total_loss: 7.135 loss_ce: 0.4072 loss_bbox: 0.2508 loss_giou: 0.3955 loss_ce_0: 0.5931 loss_bbox_0: 0.3925 loss_giou_0: 0.5864 loss_ce_1: 0.5048 loss_bbox_1: 0.2834 loss_giou_1: 0.4607 loss_ce_2: 0.4449 loss_bbox_2: 0.262 loss_giou_2: 0.4147 loss_ce_3: 0.412 loss_bbox_3: 0.2546 loss_giou_3: 0.4024 loss_ce_4: 0.4121 loss_bbox_4: 0.2492 loss_giou_4: 0.3971 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:23] d2.utils.events INFO: eta: 1 day, 7:17:56 iter: 50779 total_loss: 6.949 loss_ce: 0.4007 loss_bbox: 0.2165 loss_giou: 0.3809 loss_ce_0: 0.5712 loss_bbox_0: 0.3753 loss_giou_0: 0.5776 loss_ce_1: 0.4688 loss_bbox_1: 0.2574 loss_giou_1: 0.4382 loss_ce_2: 0.4244 loss_bbox_2: 0.2216 loss_giou_2: 0.3958 loss_ce_3: 0.4083 loss_bbox_3: 0.2193 loss_giou_3: 0.385 loss_ce_4: 0.4052 loss_bbox_4: 0.2252 loss_giou_4: 0.3782 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:29] d2.utils.events INFO: eta: 1 day, 7:18:02 iter: 50799 total_loss: 6.762 loss_ce: 0.4099 loss_bbox: 0.2193 loss_giou: 0.3722 loss_ce_0: 0.584 loss_bbox_0: 0.3699 loss_giou_0: 0.5847 loss_ce_1: 0.492 loss_bbox_1: 0.2638 loss_giou_1: 0.425 loss_ce_2: 0.4256 loss_bbox_2: 0.2292 loss_giou_2: 0.3866 loss_ce_3: 0.4153 loss_bbox_3: 0.2242 loss_giou_3: 0.374 loss_ce_4: 0.4123 loss_bbox_4: 0.2212 loss_giou_4: 0.3725 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:35] d2.utils.events INFO: eta: 1 day, 7:17:50 iter: 50819 total_loss: 7.121 loss_ce: 0.4135 loss_bbox: 0.2323 loss_giou: 0.3845 loss_ce_0: 0.5819 loss_bbox_0: 0.405 loss_giou_0: 0.5919 loss_ce_1: 0.4871 loss_bbox_1: 0.2785 loss_giou_1: 0.4545 loss_ce_2: 0.4463 loss_bbox_2: 0.259 loss_giou_2: 0.4097 loss_ce_3: 0.4182 loss_bbox_3: 0.2401 loss_giou_3: 0.3955 loss_ce_4: 0.4128 loss_bbox_4: 0.2359 loss_giou_4: 0.3906 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:40] d2.utils.events INFO: eta: 1 day, 7:17:33 iter: 50839 total_loss: 6.772 loss_ce: 0.3946 loss_bbox: 0.233 loss_giou: 0.4019 loss_ce_0: 0.5988 loss_bbox_0: 0.3799 loss_giou_0: 0.5963 loss_ce_1: 0.473 loss_bbox_1: 0.2703 loss_giou_1: 0.4558 loss_ce_2: 0.4234 loss_bbox_2: 0.2429 loss_giou_2: 0.4156 loss_ce_3: 0.4061 loss_bbox_3: 0.2327 loss_giou_3: 0.4081 loss_ce_4: 0.3977 loss_bbox_4: 0.2287 loss_giou_4: 0.4048 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:46] d2.utils.events INFO: eta: 1 day, 7:17:39 iter: 50859 total_loss: 6.946 loss_ce: 0.4048 loss_bbox: 0.2301 loss_giou: 0.4021 loss_ce_0: 0.5708 loss_bbox_0: 0.3954 loss_giou_0: 0.6355 loss_ce_1: 0.4829 loss_bbox_1: 0.2734 loss_giou_1: 0.473 loss_ce_2: 0.4483 loss_bbox_2: 0.2488 loss_giou_2: 0.4219 loss_ce_3: 0.425 loss_bbox_3: 0.2398 loss_giou_3: 0.4085 loss_ce_4: 0.4057 loss_bbox_4: 0.2393 loss_giou_4: 0.4058 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:52] d2.utils.events INFO: eta: 1 day, 7:17:28 iter: 50879 total_loss: 7.1 loss_ce: 0.4133 loss_bbox: 0.2217 loss_giou: 0.3982 loss_ce_0: 0.5854 loss_bbox_0: 0.3754 loss_giou_0: 0.5811 loss_ce_1: 0.4916 loss_bbox_1: 0.277 loss_giou_1: 0.4504 loss_ce_2: 0.4373 loss_bbox_2: 0.2489 loss_giou_2: 0.4153 loss_ce_3: 0.4138 loss_bbox_3: 0.2353 loss_giou_3: 0.4025 loss_ce_4: 0.4167 loss_bbox_4: 0.2263 loss_giou_4: 0.4045 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 17:19:57] d2.utils.events INFO: eta: 1 day, 7:16:50 iter: 50899 total_loss: 6.865 loss_ce: 0.4079 loss_bbox: 0.2355 loss_giou: 0.3792 loss_ce_0: 0.5863 loss_bbox_0: 0.3831 loss_giou_0: 0.5891 loss_ce_1: 0.4928 loss_bbox_1: 0.2649 loss_giou_1: 0.4322 loss_ce_2: 0.4345 loss_bbox_2: 0.241 loss_giou_2: 0.3923 loss_ce_3: 0.4123 loss_bbox_3: 0.2294 loss_giou_3: 0.3914 loss_ce_4: 0.4071 loss_bbox_4: 0.2315 loss_giou_4: 0.3859 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:03] d2.utils.events INFO: eta: 1 day, 7:17:06 iter: 50919 total_loss: 6.861 loss_ce: 0.4111 loss_bbox: 0.2346 loss_giou: 0.3839 loss_ce_0: 0.5873 loss_bbox_0: 0.375 loss_giou_0: 0.5853 loss_ce_1: 0.4827 loss_bbox_1: 0.2687 loss_giou_1: 0.4433 loss_ce_2: 0.4495 loss_bbox_2: 0.2439 loss_giou_2: 0.3978 loss_ce_3: 0.4127 loss_bbox_3: 0.2437 loss_giou_3: 0.3969 loss_ce_4: 0.4075 loss_bbox_4: 0.2332 loss_giou_4: 0.3887 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:09] d2.utils.events INFO: eta: 1 day, 7:16:16 iter: 50939 total_loss: 7.16 loss_ce: 0.423 loss_bbox: 0.2215 loss_giou: 0.3987 loss_ce_0: 0.5944 loss_bbox_0: 0.3889 loss_giou_0: 0.6358 loss_ce_1: 0.4961 loss_bbox_1: 0.2722 loss_giou_1: 0.4575 loss_ce_2: 0.4538 loss_bbox_2: 0.2381 loss_giou_2: 0.4201 loss_ce_3: 0.4256 loss_bbox_3: 0.228 loss_giou_3: 0.4059 loss_ce_4: 0.4237 loss_bbox_4: 0.2233 loss_giou_4: 0.3983 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:15] d2.utils.events INFO: eta: 1 day, 7:16:33 iter: 50959 total_loss: 7.004 loss_ce: 0.4026 loss_bbox: 0.2351 loss_giou: 0.3707 loss_ce_0: 0.5744 loss_bbox_0: 0.3873 loss_giou_0: 0.5941 loss_ce_1: 0.4917 loss_bbox_1: 0.2667 loss_giou_1: 0.4292 loss_ce_2: 0.4381 loss_bbox_2: 0.2475 loss_giou_2: 0.3897 loss_ce_3: 0.417 loss_bbox_3: 0.2449 loss_giou_3: 0.3789 loss_ce_4: 0.3993 loss_bbox_4: 0.2358 loss_giou_4: 0.3713 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:20] d2.utils.events INFO: eta: 1 day, 7:16:44 iter: 50979 total_loss: 7.121 loss_ce: 0.4009 loss_bbox: 0.2261 loss_giou: 0.4178 loss_ce_0: 0.5681 loss_bbox_0: 0.3779 loss_giou_0: 0.6117 loss_ce_1: 0.4836 loss_bbox_1: 0.2607 loss_giou_1: 0.465 loss_ce_2: 0.4211 loss_bbox_2: 0.2411 loss_giou_2: 0.4255 loss_ce_3: 0.4059 loss_bbox_3: 0.2262 loss_giou_3: 0.4144 loss_ce_4: 0.4036 loss_bbox_4: 0.2249 loss_giou_4: 0.4197 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:26] d2.utils.events INFO: eta: 1 day, 7:16:01 iter: 50999 total_loss: 6.808 loss_ce: 0.4164 loss_bbox: 0.2247 loss_giou: 0.3707 loss_ce_0: 0.5818 loss_bbox_0: 0.3841 loss_giou_0: 0.564 loss_ce_1: 0.4946 loss_bbox_1: 0.2625 loss_giou_1: 0.4334 loss_ce_2: 0.4335 loss_bbox_2: 0.2394 loss_giou_2: 0.3928 loss_ce_3: 0.416 loss_bbox_3: 0.2283 loss_giou_3: 0.3736 loss_ce_4: 0.4153 loss_bbox_4: 0.228 loss_giou_4: 0.3738 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:32] d2.utils.events INFO: eta: 1 day, 7:16:00 iter: 51019 total_loss: 7.196 loss_ce: 0.415 loss_bbox: 0.2477 loss_giou: 0.4102 loss_ce_0: 0.5808 loss_bbox_0: 0.3954 loss_giou_0: 0.6162 loss_ce_1: 0.4998 loss_bbox_1: 0.2846 loss_giou_1: 0.4559 loss_ce_2: 0.4409 loss_bbox_2: 0.2613 loss_giou_2: 0.4218 loss_ce_3: 0.4209 loss_bbox_3: 0.2499 loss_giou_3: 0.4144 loss_ce_4: 0.4163 loss_bbox_4: 0.2392 loss_giou_4: 0.4094 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:37] d2.utils.events INFO: eta: 1 day, 7:15:54 iter: 51039 total_loss: 6.793 loss_ce: 0.3918 loss_bbox: 0.2234 loss_giou: 0.3988 loss_ce_0: 0.5585 loss_bbox_0: 0.3759 loss_giou_0: 0.6088 loss_ce_1: 0.4572 loss_bbox_1: 0.265 loss_giou_1: 0.4669 loss_ce_2: 0.4282 loss_bbox_2: 0.2342 loss_giou_2: 0.4197 loss_ce_3: 0.3984 loss_bbox_3: 0.2261 loss_giou_3: 0.4085 loss_ce_4: 0.396 loss_bbox_4: 0.2232 loss_giou_4: 0.3946 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:43] d2.utils.events INFO: eta: 1 day, 7:15:35 iter: 51059 total_loss: 7.064 loss_ce: 0.4269 loss_bbox: 0.2567 loss_giou: 0.3833 loss_ce_0: 0.6003 loss_bbox_0: 0.3952 loss_giou_0: 0.5784 loss_ce_1: 0.5151 loss_bbox_1: 0.292 loss_giou_1: 0.4366 loss_ce_2: 0.4468 loss_bbox_2: 0.2627 loss_giou_2: 0.4002 loss_ce_3: 0.4291 loss_bbox_3: 0.2593 loss_giou_3: 0.388 loss_ce_4: 0.4196 loss_bbox_4: 0.2568 loss_giou_4: 0.383 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:49] d2.utils.events INFO: eta: 1 day, 7:15:43 iter: 51079 total_loss: 6.926 loss_ce: 0.374 loss_bbox: 0.2437 loss_giou: 0.4001 loss_ce_0: 0.5683 loss_bbox_0: 0.3756 loss_giou_0: 0.5857 loss_ce_1: 0.4734 loss_bbox_1: 0.2728 loss_giou_1: 0.4496 loss_ce_2: 0.4121 loss_bbox_2: 0.2537 loss_giou_2: 0.4144 loss_ce_3: 0.381 loss_bbox_3: 0.2449 loss_giou_3: 0.4066 loss_ce_4: 0.3783 loss_bbox_4: 0.2444 loss_giou_4: 0.3993 time: 0.2802 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 17:20:54] d2.utils.events INFO: eta: 1 day, 7:15:18 iter: 51099 total_loss: 7.009 loss_ce: 0.3946 loss_bbox: 0.2217 loss_giou: 0.4016 loss_ce_0: 0.5861 loss_bbox_0: 0.3784 loss_giou_0: 0.6308 loss_ce_1: 0.4842 loss_bbox_1: 0.2606 loss_giou_1: 0.457 loss_ce_2: 0.4272 loss_bbox_2: 0.2331 loss_giou_2: 0.4315 loss_ce_3: 0.4016 loss_bbox_3: 0.2263 loss_giou_3: 0.4117 loss_ce_4: 0.3948 loss_bbox_4: 0.2214 loss_giou_4: 0.4068 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:00] d2.utils.events INFO: eta: 1 day, 7:14:26 iter: 51119 total_loss: 7.161 loss_ce: 0.4196 loss_bbox: 0.2182 loss_giou: 0.4157 loss_ce_0: 0.5988 loss_bbox_0: 0.3779 loss_giou_0: 0.6201 loss_ce_1: 0.5028 loss_bbox_1: 0.2552 loss_giou_1: 0.4715 loss_ce_2: 0.4529 loss_bbox_2: 0.2303 loss_giou_2: 0.4372 loss_ce_3: 0.4378 loss_bbox_3: 0.2224 loss_giou_3: 0.4214 loss_ce_4: 0.4251 loss_bbox_4: 0.2164 loss_giou_4: 0.416 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:06] d2.utils.events INFO: eta: 1 day, 7:13:57 iter: 51139 total_loss: 6.852 loss_ce: 0.4054 loss_bbox: 0.2187 loss_giou: 0.384 loss_ce_0: 0.5962 loss_bbox_0: 0.3677 loss_giou_0: 0.5788 loss_ce_1: 0.4751 loss_bbox_1: 0.2516 loss_giou_1: 0.4389 loss_ce_2: 0.4224 loss_bbox_2: 0.2318 loss_giou_2: 0.4061 loss_ce_3: 0.4021 loss_bbox_3: 0.226 loss_giou_3: 0.388 loss_ce_4: 0.3999 loss_bbox_4: 0.2211 loss_giou_4: 0.386 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:12] d2.utils.events INFO: eta: 1 day, 7:14:04 iter: 51159 total_loss: 7.108 loss_ce: 0.4076 loss_bbox: 0.2078 loss_giou: 0.3871 loss_ce_0: 0.5822 loss_bbox_0: 0.3595 loss_giou_0: 0.6051 loss_ce_1: 0.4838 loss_bbox_1: 0.2518 loss_giou_1: 0.4459 loss_ce_2: 0.4413 loss_bbox_2: 0.2183 loss_giou_2: 0.4049 loss_ce_3: 0.4198 loss_bbox_3: 0.2122 loss_giou_3: 0.3877 loss_ce_4: 0.3997 loss_bbox_4: 0.2111 loss_giou_4: 0.3891 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:17] d2.utils.events INFO: eta: 1 day, 7:13:25 iter: 51179 total_loss: 7.056 loss_ce: 0.4375 loss_bbox: 0.2293 loss_giou: 0.4191 loss_ce_0: 0.5794 loss_bbox_0: 0.391 loss_giou_0: 0.6276 loss_ce_1: 0.4986 loss_bbox_1: 0.2663 loss_giou_1: 0.486 loss_ce_2: 0.4694 loss_bbox_2: 0.2359 loss_giou_2: 0.4408 loss_ce_3: 0.4405 loss_bbox_3: 0.2342 loss_giou_3: 0.429 loss_ce_4: 0.4374 loss_bbox_4: 0.2296 loss_giou_4: 0.4227 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:23] d2.utils.events INFO: eta: 1 day, 7:13:02 iter: 51199 total_loss: 7.03 loss_ce: 0.4413 loss_bbox: 0.2393 loss_giou: 0.3906 loss_ce_0: 0.5937 loss_bbox_0: 0.3957 loss_giou_0: 0.6063 loss_ce_1: 0.498 loss_bbox_1: 0.2784 loss_giou_1: 0.4514 loss_ce_2: 0.458 loss_bbox_2: 0.2517 loss_giou_2: 0.4118 loss_ce_3: 0.4442 loss_bbox_3: 0.2373 loss_giou_3: 0.3993 loss_ce_4: 0.4306 loss_bbox_4: 0.235 loss_giou_4: 0.3912 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:29] d2.utils.events INFO: eta: 1 day, 7:13:00 iter: 51219 total_loss: 7.091 loss_ce: 0.4013 loss_bbox: 0.2157 loss_giou: 0.413 loss_ce_0: 0.57 loss_bbox_0: 0.3794 loss_giou_0: 0.6161 loss_ce_1: 0.4717 loss_bbox_1: 0.2509 loss_giou_1: 0.4708 loss_ce_2: 0.4312 loss_bbox_2: 0.2265 loss_giou_2: 0.4352 loss_ce_3: 0.4068 loss_bbox_3: 0.2235 loss_giou_3: 0.4216 loss_ce_4: 0.4023 loss_bbox_4: 0.2262 loss_giou_4: 0.418 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:34] d2.utils.events INFO: eta: 1 day, 7:12:26 iter: 51239 total_loss: 6.843 loss_ce: 0.4066 loss_bbox: 0.2214 loss_giou: 0.3781 loss_ce_0: 0.5792 loss_bbox_0: 0.385 loss_giou_0: 0.5846 loss_ce_1: 0.4887 loss_bbox_1: 0.2666 loss_giou_1: 0.4256 loss_ce_2: 0.442 loss_bbox_2: 0.2395 loss_giou_2: 0.3913 loss_ce_3: 0.4155 loss_bbox_3: 0.2284 loss_giou_3: 0.3853 loss_ce_4: 0.4085 loss_bbox_4: 0.2258 loss_giou_4: 0.38 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:40] d2.utils.events INFO: eta: 1 day, 7:12:28 iter: 51259 total_loss: 6.75 loss_ce: 0.3846 loss_bbox: 0.2094 loss_giou: 0.384 loss_ce_0: 0.5496 loss_bbox_0: 0.3565 loss_giou_0: 0.5543 loss_ce_1: 0.4706 loss_bbox_1: 0.2512 loss_giou_1: 0.4268 loss_ce_2: 0.4183 loss_bbox_2: 0.226 loss_giou_2: 0.4026 loss_ce_3: 0.3868 loss_bbox_3: 0.2135 loss_giou_3: 0.3844 loss_ce_4: 0.3851 loss_bbox_4: 0.2091 loss_giou_4: 0.3884 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:46] d2.utils.events INFO: eta: 1 day, 7:12:39 iter: 51279 total_loss: 6.807 loss_ce: 0.383 loss_bbox: 0.2133 loss_giou: 0.3755 loss_ce_0: 0.5675 loss_bbox_0: 0.3806 loss_giou_0: 0.5701 loss_ce_1: 0.4741 loss_bbox_1: 0.2458 loss_giou_1: 0.4317 loss_ce_2: 0.4183 loss_bbox_2: 0.2271 loss_giou_2: 0.3999 loss_ce_3: 0.3879 loss_bbox_3: 0.2216 loss_giou_3: 0.3906 loss_ce_4: 0.3852 loss_bbox_4: 0.2171 loss_giou_4: 0.3814 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:52] d2.utils.events INFO: eta: 1 day, 7:12:54 iter: 51299 total_loss: 6.972 loss_ce: 0.419 loss_bbox: 0.2319 loss_giou: 0.3715 loss_ce_0: 0.5817 loss_bbox_0: 0.3887 loss_giou_0: 0.5783 loss_ce_1: 0.4817 loss_bbox_1: 0.2761 loss_giou_1: 0.445 loss_ce_2: 0.4414 loss_bbox_2: 0.2492 loss_giou_2: 0.4025 loss_ce_3: 0.4254 loss_bbox_3: 0.2384 loss_giou_3: 0.3835 loss_ce_4: 0.4084 loss_bbox_4: 0.2347 loss_giou_4: 0.3815 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 17:21:55] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 17:21:56] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 17:21:56] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 17:21:56] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 17:21:56] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 17:21:56] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 17:22:03] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0011 s/iter. Inference: 0.0542 s/iter. Eval: 0.0003 s/iter. Total: 0.0556 s/iter. ETA=0:00:34 [11/02 17:22:09] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0032 s/iter. Inference: 0.0489 s/iter. Eval: 0.0003 s/iter. Total: 0.0525 s/iter. ETA=0:00:27 [11/02 17:22:14] d2.evaluation.evaluator INFO: Inference done 196/625. Dataloading: 0.0030 s/iter. Inference: 0.0488 s/iter. Eval: 0.0023 s/iter. Total: 0.0543 s/iter. ETA=0:00:23 [11/02 17:22:19] d2.evaluation.evaluator INFO: Inference done 287/625. Dataloading: 0.0032 s/iter. Inference: 0.0496 s/iter. Eval: 0.0017 s/iter. Total: 0.0545 s/iter. ETA=0:00:18 [11/02 17:22:24] d2.evaluation.evaluator INFO: Inference done 381/625. Dataloading: 0.0031 s/iter. Inference: 0.0496 s/iter. Eval: 0.0014 s/iter. Total: 0.0543 s/iter. ETA=0:00:13 [11/02 17:22:29] d2.evaluation.evaluator INFO: Inference done 478/625. Dataloading: 0.0030 s/iter. Inference: 0.0495 s/iter. Eval: 0.0012 s/iter. Total: 0.0538 s/iter. ETA=0:00:07 [11/02 17:22:34] d2.evaluation.evaluator INFO: Inference done 573/625. Dataloading: 0.0030 s/iter. Inference: 0.0494 s/iter. Eval: 0.0010 s/iter. Total: 0.0536 s/iter. ETA=0:00:02 [11/02 17:22:36] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.170132 (0.053500 s / iter per device, on 8 devices) [11/02 17:22:36] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049036 s / iter per device, on 8 devices) [11/02 17:22:42] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 17:22:42] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 17:22:44] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 17:22:47] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 17:22:57] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 10.51 seconds. [11/02 17:22:57] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 17:22:59] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.33 seconds. [11/02 17:22:59] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 35.662 | 53.966 | 37.628 | 20.160 | 38.471 | 50.346 | [11/02 17:22:59] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 47.921 | bicycle | 22.445 | car | 33.878 | | motorcycle | 35.969 | airplane | 63.330 | bus | 60.082 | | train | 57.446 | truck | 32.110 | boat | 21.997 | | traffic light | 20.982 | fire hydrant | 59.124 | stop sign | 61.890 | | parking meter | 41.905 | bench | 20.032 | bird | 31.118 | | cat | 66.816 | dog | 61.122 | horse | 56.761 | | sheep | 42.558 | cow | 51.819 | elephant | 60.569 | | bear | 70.024 | zebra | 61.142 | giraffe | 63.404 | | backpack | 9.743 | umbrella | 28.019 | handbag | 8.110 | | tie | 23.468 | suitcase | 29.355 | frisbee | 65.494 | | skis | 19.494 | snowboard | 31.081 | sports ball | 42.355 | | kite | 39.526 | baseball bat | 23.516 | baseball glove | 29.993 | | skateboard | 43.735 | surfboard | 31.152 | tennis racket | 40.870 | | bottle | 28.730 | wine glass | 25.357 | cup | 33.862 | | fork | 22.061 | knife | 8.456 | spoon | 8.745 | | bowl | 33.591 | banana | 18.702 | apple | 16.688 | | sandwich | 33.257 | orange | 26.756 | broccoli | 18.031 | | carrot | 17.581 | hot dog | 29.912 | pizza | 46.741 | | donut | 39.067 | cake | 28.817 | chair | 18.232 | | couch | 40.749 | potted plant | 17.911 | bed | 43.059 | | dining table | 25.745 | toilet | 57.319 | tv | 49.757 | | laptop | 50.544 | mouse | 53.837 | remote | 20.104 | | keyboard | 39.156 | cell phone | 30.835 | microwave | 53.848 | | oven | 29.010 | toaster | 26.904 | sink | 30.713 | | refrigerator | 44.054 | book | 7.620 | clock | 48.650 | | vase | 31.227 | scissors | 21.586 | teddy bear | 40.441 | | hair drier | 7.893 | toothbrush | 17.044 | | | [11/02 17:22:59] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 17:22:59] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 17:22:59] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 17:22:59] d2.evaluation.testing INFO: copypaste: 35.6619,53.9664,37.6279,20.1603,38.4713,50.3457 [11/02 17:23:02] d2.utils.events INFO: eta: 1 day, 7:12:45 iter: 51319 total_loss: 6.988 loss_ce: 0.4143 loss_bbox: 0.226 loss_giou: 0.3905 loss_ce_0: 0.5908 loss_bbox_0: 0.3812 loss_giou_0: 0.5962 loss_ce_1: 0.5095 loss_bbox_1: 0.2603 loss_giou_1: 0.4492 loss_ce_2: 0.4552 loss_bbox_2: 0.2343 loss_giou_2: 0.4151 loss_ce_3: 0.4253 loss_bbox_3: 0.226 loss_giou_3: 0.3963 loss_ce_4: 0.4177 loss_bbox_4: 0.2304 loss_giou_4: 0.391 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:08] d2.utils.events INFO: eta: 1 day, 7:12:32 iter: 51339 total_loss: 6.656 loss_ce: 0.4095 loss_bbox: 0.2301 loss_giou: 0.3672 loss_ce_0: 0.5583 loss_bbox_0: 0.3682 loss_giou_0: 0.5554 loss_ce_1: 0.476 loss_bbox_1: 0.2667 loss_giou_1: 0.4147 loss_ce_2: 0.4364 loss_bbox_2: 0.2446 loss_giou_2: 0.3822 loss_ce_3: 0.4205 loss_bbox_3: 0.2333 loss_giou_3: 0.3732 loss_ce_4: 0.4087 loss_bbox_4: 0.2284 loss_giou_4: 0.3692 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:14] d2.utils.events INFO: eta: 1 day, 7:13:04 iter: 51359 total_loss: 7.009 loss_ce: 0.4078 loss_bbox: 0.2333 loss_giou: 0.4046 loss_ce_0: 0.5941 loss_bbox_0: 0.3801 loss_giou_0: 0.613 loss_ce_1: 0.499 loss_bbox_1: 0.2724 loss_giou_1: 0.4522 loss_ce_2: 0.4366 loss_bbox_2: 0.2387 loss_giou_2: 0.4188 loss_ce_3: 0.425 loss_bbox_3: 0.2367 loss_giou_3: 0.4094 loss_ce_4: 0.4087 loss_bbox_4: 0.233 loss_giou_4: 0.4065 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:19] d2.utils.events INFO: eta: 1 day, 7:13:43 iter: 51379 total_loss: 6.792 loss_ce: 0.4218 loss_bbox: 0.2158 loss_giou: 0.3864 loss_ce_0: 0.5848 loss_bbox_0: 0.3824 loss_giou_0: 0.5997 loss_ce_1: 0.4913 loss_bbox_1: 0.2559 loss_giou_1: 0.4536 loss_ce_2: 0.4481 loss_bbox_2: 0.2309 loss_giou_2: 0.4065 loss_ce_3: 0.4229 loss_bbox_3: 0.2217 loss_giou_3: 0.3912 loss_ce_4: 0.4276 loss_bbox_4: 0.2172 loss_giou_4: 0.389 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:25] d2.utils.events INFO: eta: 1 day, 7:12:43 iter: 51399 total_loss: 7.039 loss_ce: 0.4091 loss_bbox: 0.2345 loss_giou: 0.4096 loss_ce_0: 0.5682 loss_bbox_0: 0.3947 loss_giou_0: 0.635 loss_ce_1: 0.4796 loss_bbox_1: 0.2794 loss_giou_1: 0.4637 loss_ce_2: 0.4488 loss_bbox_2: 0.25 loss_giou_2: 0.4253 loss_ce_3: 0.4136 loss_bbox_3: 0.2364 loss_giou_3: 0.4117 loss_ce_4: 0.4114 loss_bbox_4: 0.2365 loss_giou_4: 0.4064 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:31] d2.utils.events INFO: eta: 1 day, 7:12:17 iter: 51419 total_loss: 7.111 loss_ce: 0.4126 loss_bbox: 0.2323 loss_giou: 0.3987 loss_ce_0: 0.5791 loss_bbox_0: 0.396 loss_giou_0: 0.6058 loss_ce_1: 0.49 loss_bbox_1: 0.2672 loss_giou_1: 0.4529 loss_ce_2: 0.4451 loss_bbox_2: 0.2386 loss_giou_2: 0.4159 loss_ce_3: 0.4222 loss_bbox_3: 0.2305 loss_giou_3: 0.4052 loss_ce_4: 0.4187 loss_bbox_4: 0.232 loss_giou_4: 0.4021 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:37] d2.utils.events INFO: eta: 1 day, 7:12:41 iter: 51439 total_loss: 6.837 loss_ce: 0.4341 loss_bbox: 0.2295 loss_giou: 0.3658 loss_ce_0: 0.5665 loss_bbox_0: 0.3964 loss_giou_0: 0.5807 loss_ce_1: 0.5002 loss_bbox_1: 0.2718 loss_giou_1: 0.4245 loss_ce_2: 0.4458 loss_bbox_2: 0.2422 loss_giou_2: 0.3876 loss_ce_3: 0.4301 loss_bbox_3: 0.2329 loss_giou_3: 0.3766 loss_ce_4: 0.4365 loss_bbox_4: 0.2344 loss_giou_4: 0.3678 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:42] d2.utils.events INFO: eta: 1 day, 7:13:08 iter: 51459 total_loss: 6.966 loss_ce: 0.3989 loss_bbox: 0.2434 loss_giou: 0.4059 loss_ce_0: 0.5678 loss_bbox_0: 0.384 loss_giou_0: 0.6035 loss_ce_1: 0.488 loss_bbox_1: 0.2807 loss_giou_1: 0.4643 loss_ce_2: 0.4402 loss_bbox_2: 0.2472 loss_giou_2: 0.4263 loss_ce_3: 0.4128 loss_bbox_3: 0.2457 loss_giou_3: 0.4146 loss_ce_4: 0.4102 loss_bbox_4: 0.2451 loss_giou_4: 0.41 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:48] d2.utils.events INFO: eta: 1 day, 7:13:38 iter: 51479 total_loss: 7.146 loss_ce: 0.4227 loss_bbox: 0.2152 loss_giou: 0.3968 loss_ce_0: 0.593 loss_bbox_0: 0.3824 loss_giou_0: 0.6189 loss_ce_1: 0.5034 loss_bbox_1: 0.2584 loss_giou_1: 0.4616 loss_ce_2: 0.4475 loss_bbox_2: 0.2265 loss_giou_2: 0.4201 loss_ce_3: 0.4315 loss_bbox_3: 0.2128 loss_giou_3: 0.4013 loss_ce_4: 0.4208 loss_bbox_4: 0.2131 loss_giou_4: 0.4003 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:54] d2.utils.events INFO: eta: 1 day, 7:13:40 iter: 51499 total_loss: 6.685 loss_ce: 0.3807 loss_bbox: 0.2302 loss_giou: 0.3771 loss_ce_0: 0.5708 loss_bbox_0: 0.3754 loss_giou_0: 0.5745 loss_ce_1: 0.4697 loss_bbox_1: 0.2656 loss_giou_1: 0.4197 loss_ce_2: 0.4054 loss_bbox_2: 0.2425 loss_giou_2: 0.392 loss_ce_3: 0.3811 loss_bbox_3: 0.2392 loss_giou_3: 0.3874 loss_ce_4: 0.3825 loss_bbox_4: 0.2311 loss_giou_4: 0.3743 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 17:23:59] d2.utils.events INFO: eta: 1 day, 7:14:22 iter: 51519 total_loss: 7.581 loss_ce: 0.4284 loss_bbox: 0.2517 loss_giou: 0.421 loss_ce_0: 0.6072 loss_bbox_0: 0.4002 loss_giou_0: 0.6433 loss_ce_1: 0.5193 loss_bbox_1: 0.2956 loss_giou_1: 0.4897 loss_ce_2: 0.4666 loss_bbox_2: 0.2699 loss_giou_2: 0.4417 loss_ce_3: 0.4315 loss_bbox_3: 0.2647 loss_giou_3: 0.4291 loss_ce_4: 0.4313 loss_bbox_4: 0.2594 loss_giou_4: 0.4201 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:05] d2.utils.events INFO: eta: 1 day, 7:14:41 iter: 51539 total_loss: 7.102 loss_ce: 0.4213 loss_bbox: 0.2268 loss_giou: 0.4108 loss_ce_0: 0.5976 loss_bbox_0: 0.3843 loss_giou_0: 0.6377 loss_ce_1: 0.4922 loss_bbox_1: 0.262 loss_giou_1: 0.4787 loss_ce_2: 0.4454 loss_bbox_2: 0.233 loss_giou_2: 0.4304 loss_ce_3: 0.4251 loss_bbox_3: 0.23 loss_giou_3: 0.4135 loss_ce_4: 0.4234 loss_bbox_4: 0.2265 loss_giou_4: 0.413 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:11] d2.utils.events INFO: eta: 1 day, 7:14:31 iter: 51559 total_loss: 6.854 loss_ce: 0.4288 loss_bbox: 0.2158 loss_giou: 0.3772 loss_ce_0: 0.5733 loss_bbox_0: 0.3632 loss_giou_0: 0.598 loss_ce_1: 0.4867 loss_bbox_1: 0.2554 loss_giou_1: 0.4283 loss_ce_2: 0.4482 loss_bbox_2: 0.2233 loss_giou_2: 0.3898 loss_ce_3: 0.428 loss_bbox_3: 0.2173 loss_giou_3: 0.3804 loss_ce_4: 0.4255 loss_bbox_4: 0.2176 loss_giou_4: 0.3791 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:16] d2.utils.events INFO: eta: 1 day, 7:14:37 iter: 51579 total_loss: 7.108 loss_ce: 0.4138 loss_bbox: 0.2357 loss_giou: 0.4175 loss_ce_0: 0.5835 loss_bbox_0: 0.3786 loss_giou_0: 0.617 loss_ce_1: 0.4863 loss_bbox_1: 0.2726 loss_giou_1: 0.4852 loss_ce_2: 0.4496 loss_bbox_2: 0.2405 loss_giou_2: 0.4315 loss_ce_3: 0.4134 loss_bbox_3: 0.232 loss_giou_3: 0.421 loss_ce_4: 0.411 loss_bbox_4: 0.2376 loss_giou_4: 0.4192 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:22] d2.utils.events INFO: eta: 1 day, 7:14:20 iter: 51599 total_loss: 6.912 loss_ce: 0.4064 loss_bbox: 0.2398 loss_giou: 0.3969 loss_ce_0: 0.6002 loss_bbox_0: 0.3855 loss_giou_0: 0.5893 loss_ce_1: 0.4937 loss_bbox_1: 0.2657 loss_giou_1: 0.4484 loss_ce_2: 0.4415 loss_bbox_2: 0.2457 loss_giou_2: 0.4132 loss_ce_3: 0.4205 loss_bbox_3: 0.2381 loss_giou_3: 0.4036 loss_ce_4: 0.4047 loss_bbox_4: 0.2393 loss_giou_4: 0.3977 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:28] d2.utils.events INFO: eta: 1 day, 7:15:04 iter: 51619 total_loss: 6.869 loss_ce: 0.415 loss_bbox: 0.2294 loss_giou: 0.3793 loss_ce_0: 0.5818 loss_bbox_0: 0.3879 loss_giou_0: 0.579 loss_ce_1: 0.4913 loss_bbox_1: 0.2702 loss_giou_1: 0.4431 loss_ce_2: 0.4446 loss_bbox_2: 0.239 loss_giou_2: 0.4001 loss_ce_3: 0.4158 loss_bbox_3: 0.2322 loss_giou_3: 0.3873 loss_ce_4: 0.4151 loss_bbox_4: 0.2321 loss_giou_4: 0.3814 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:34] d2.utils.events INFO: eta: 1 day, 7:14:05 iter: 51639 total_loss: 6.721 loss_ce: 0.3962 loss_bbox: 0.2181 loss_giou: 0.3633 loss_ce_0: 0.568 loss_bbox_0: 0.3723 loss_giou_0: 0.5425 loss_ce_1: 0.4703 loss_bbox_1: 0.2621 loss_giou_1: 0.4169 loss_ce_2: 0.4312 loss_bbox_2: 0.2274 loss_giou_2: 0.3804 loss_ce_3: 0.4006 loss_bbox_3: 0.2197 loss_giou_3: 0.3673 loss_ce_4: 0.3972 loss_bbox_4: 0.2204 loss_giou_4: 0.3666 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:39] d2.utils.events INFO: eta: 1 day, 7:13:06 iter: 51659 total_loss: 7.166 loss_ce: 0.4222 loss_bbox: 0.2535 loss_giou: 0.3999 loss_ce_0: 0.5812 loss_bbox_0: 0.3919 loss_giou_0: 0.5846 loss_ce_1: 0.5042 loss_bbox_1: 0.2916 loss_giou_1: 0.4421 loss_ce_2: 0.4618 loss_bbox_2: 0.2718 loss_giou_2: 0.4171 loss_ce_3: 0.4344 loss_bbox_3: 0.2564 loss_giou_3: 0.4048 loss_ce_4: 0.4191 loss_bbox_4: 0.2574 loss_giou_4: 0.4025 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:45] d2.utils.events INFO: eta: 1 day, 7:12:47 iter: 51679 total_loss: 6.956 loss_ce: 0.398 loss_bbox: 0.2207 loss_giou: 0.3897 loss_ce_0: 0.5656 loss_bbox_0: 0.383 loss_giou_0: 0.5993 loss_ce_1: 0.4664 loss_bbox_1: 0.2643 loss_giou_1: 0.4515 loss_ce_2: 0.4339 loss_bbox_2: 0.2398 loss_giou_2: 0.4218 loss_ce_3: 0.4101 loss_bbox_3: 0.2295 loss_giou_3: 0.4026 loss_ce_4: 0.4026 loss_bbox_4: 0.2263 loss_giou_4: 0.393 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:51] d2.utils.events INFO: eta: 1 day, 7:13:26 iter: 51699 total_loss: 7.35 loss_ce: 0.4243 loss_bbox: 0.2343 loss_giou: 0.407 loss_ce_0: 0.5981 loss_bbox_0: 0.3924 loss_giou_0: 0.5954 loss_ce_1: 0.4876 loss_bbox_1: 0.2758 loss_giou_1: 0.4624 loss_ce_2: 0.4509 loss_bbox_2: 0.2491 loss_giou_2: 0.4245 loss_ce_3: 0.4249 loss_bbox_3: 0.2411 loss_giou_3: 0.4086 loss_ce_4: 0.4213 loss_bbox_4: 0.2383 loss_giou_4: 0.4045 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 17:24:56] d2.utils.events INFO: eta: 1 day, 7:13:31 iter: 51719 total_loss: 6.983 loss_ce: 0.395 loss_bbox: 0.2428 loss_giou: 0.3962 loss_ce_0: 0.5928 loss_bbox_0: 0.3985 loss_giou_0: 0.6089 loss_ce_1: 0.4794 loss_bbox_1: 0.2752 loss_giou_1: 0.4558 loss_ce_2: 0.4166 loss_bbox_2: 0.2451 loss_giou_2: 0.4116 loss_ce_3: 0.3977 loss_bbox_3: 0.2333 loss_giou_3: 0.3998 loss_ce_4: 0.3945 loss_bbox_4: 0.2358 loss_giou_4: 0.3985 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:02] d2.utils.events INFO: eta: 1 day, 7:13:39 iter: 51739 total_loss: 7.096 loss_ce: 0.4035 loss_bbox: 0.2426 loss_giou: 0.3828 loss_ce_0: 0.5551 loss_bbox_0: 0.3956 loss_giou_0: 0.5909 loss_ce_1: 0.4769 loss_bbox_1: 0.2756 loss_giou_1: 0.4482 loss_ce_2: 0.4328 loss_bbox_2: 0.2559 loss_giou_2: 0.408 loss_ce_3: 0.4045 loss_bbox_3: 0.2471 loss_giou_3: 0.3891 loss_ce_4: 0.3979 loss_bbox_4: 0.2458 loss_giou_4: 0.3895 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:08] d2.utils.events INFO: eta: 1 day, 7:14:07 iter: 51759 total_loss: 6.899 loss_ce: 0.412 loss_bbox: 0.222 loss_giou: 0.3883 loss_ce_0: 0.5645 loss_bbox_0: 0.3786 loss_giou_0: 0.6026 loss_ce_1: 0.4724 loss_bbox_1: 0.2699 loss_giou_1: 0.4436 loss_ce_2: 0.4264 loss_bbox_2: 0.2432 loss_giou_2: 0.4132 loss_ce_3: 0.4106 loss_bbox_3: 0.2304 loss_giou_3: 0.397 loss_ce_4: 0.4074 loss_bbox_4: 0.2233 loss_giou_4: 0.3917 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:13] d2.utils.events INFO: eta: 1 day, 7:13:33 iter: 51779 total_loss: 7.092 loss_ce: 0.408 loss_bbox: 0.2404 loss_giou: 0.3913 loss_ce_0: 0.5806 loss_bbox_0: 0.3887 loss_giou_0: 0.5992 loss_ce_1: 0.4775 loss_bbox_1: 0.2832 loss_giou_1: 0.4475 loss_ce_2: 0.4404 loss_bbox_2: 0.2581 loss_giou_2: 0.4135 loss_ce_3: 0.4127 loss_bbox_3: 0.249 loss_giou_3: 0.3993 loss_ce_4: 0.4083 loss_bbox_4: 0.2411 loss_giou_4: 0.3897 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:19] d2.utils.events INFO: eta: 1 day, 7:13:19 iter: 51799 total_loss: 7.003 loss_ce: 0.4108 loss_bbox: 0.2298 loss_giou: 0.3841 loss_ce_0: 0.5772 loss_bbox_0: 0.3729 loss_giou_0: 0.5914 loss_ce_1: 0.4846 loss_bbox_1: 0.2646 loss_giou_1: 0.4419 loss_ce_2: 0.4414 loss_bbox_2: 0.2372 loss_giou_2: 0.4062 loss_ce_3: 0.4228 loss_bbox_3: 0.2319 loss_giou_3: 0.3926 loss_ce_4: 0.4133 loss_bbox_4: 0.2317 loss_giou_4: 0.3869 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:25] d2.utils.events INFO: eta: 1 day, 7:13:22 iter: 51819 total_loss: 6.73 loss_ce: 0.3823 loss_bbox: 0.2089 loss_giou: 0.3822 loss_ce_0: 0.5651 loss_bbox_0: 0.3541 loss_giou_0: 0.5743 loss_ce_1: 0.4757 loss_bbox_1: 0.2414 loss_giou_1: 0.4369 loss_ce_2: 0.4124 loss_bbox_2: 0.2187 loss_giou_2: 0.4029 loss_ce_3: 0.3942 loss_bbox_3: 0.2146 loss_giou_3: 0.3886 loss_ce_4: 0.3835 loss_bbox_4: 0.2086 loss_giou_4: 0.3824 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:30] d2.utils.events INFO: eta: 1 day, 7:13:16 iter: 51839 total_loss: 7.004 loss_ce: 0.4251 loss_bbox: 0.2289 loss_giou: 0.3907 loss_ce_0: 0.5952 loss_bbox_0: 0.3842 loss_giou_0: 0.5976 loss_ce_1: 0.5005 loss_bbox_1: 0.267 loss_giou_1: 0.4476 loss_ce_2: 0.4393 loss_bbox_2: 0.2434 loss_giou_2: 0.405 loss_ce_3: 0.4217 loss_bbox_3: 0.2384 loss_giou_3: 0.3932 loss_ce_4: 0.4158 loss_bbox_4: 0.2311 loss_giou_4: 0.3903 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:36] d2.utils.events INFO: eta: 1 day, 7:13:02 iter: 51859 total_loss: 6.959 loss_ce: 0.4025 loss_bbox: 0.2309 loss_giou: 0.3916 loss_ce_0: 0.5887 loss_bbox_0: 0.4027 loss_giou_0: 0.6075 loss_ce_1: 0.4891 loss_bbox_1: 0.2763 loss_giou_1: 0.4446 loss_ce_2: 0.4285 loss_bbox_2: 0.2497 loss_giou_2: 0.4132 loss_ce_3: 0.416 loss_bbox_3: 0.2367 loss_giou_3: 0.3954 loss_ce_4: 0.4118 loss_bbox_4: 0.2344 loss_giou_4: 0.3931 time: 0.2802 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:42] d2.utils.events INFO: eta: 1 day, 7:13:33 iter: 51879 total_loss: 6.917 loss_ce: 0.4056 loss_bbox: 0.237 loss_giou: 0.3867 loss_ce_0: 0.5922 loss_bbox_0: 0.3813 loss_giou_0: 0.5908 loss_ce_1: 0.4948 loss_bbox_1: 0.2751 loss_giou_1: 0.4393 loss_ce_2: 0.4371 loss_bbox_2: 0.2578 loss_giou_2: 0.3997 loss_ce_3: 0.4143 loss_bbox_3: 0.2502 loss_giou_3: 0.3925 loss_ce_4: 0.4103 loss_bbox_4: 0.2373 loss_giou_4: 0.3894 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:47] d2.utils.events INFO: eta: 1 day, 7:13:27 iter: 51899 total_loss: 7.06 loss_ce: 0.4138 loss_bbox: 0.2458 loss_giou: 0.4112 loss_ce_0: 0.5661 loss_bbox_0: 0.4048 loss_giou_0: 0.617 loss_ce_1: 0.4811 loss_bbox_1: 0.2785 loss_giou_1: 0.4536 loss_ce_2: 0.4339 loss_bbox_2: 0.2623 loss_giou_2: 0.4291 loss_ce_3: 0.4172 loss_bbox_3: 0.2517 loss_giou_3: 0.4247 loss_ce_4: 0.4088 loss_bbox_4: 0.2404 loss_giou_4: 0.4139 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:53] d2.utils.events INFO: eta: 1 day, 7:13:12 iter: 51919 total_loss: 7.227 loss_ce: 0.4052 loss_bbox: 0.2211 loss_giou: 0.3899 loss_ce_0: 0.5888 loss_bbox_0: 0.4052 loss_giou_0: 0.644 loss_ce_1: 0.4871 loss_bbox_1: 0.2744 loss_giou_1: 0.4578 loss_ce_2: 0.4415 loss_bbox_2: 0.2352 loss_giou_2: 0.4206 loss_ce_3: 0.4131 loss_bbox_3: 0.2291 loss_giou_3: 0.4029 loss_ce_4: 0.405 loss_bbox_4: 0.2241 loss_giou_4: 0.3957 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 17:25:59] d2.utils.events INFO: eta: 1 day, 7:13:39 iter: 51939 total_loss: 7.044 loss_ce: 0.374 loss_bbox: 0.2366 loss_giou: 0.398 loss_ce_0: 0.574 loss_bbox_0: 0.3873 loss_giou_0: 0.5961 loss_ce_1: 0.464 loss_bbox_1: 0.2768 loss_giou_1: 0.4601 loss_ce_2: 0.4165 loss_bbox_2: 0.2458 loss_giou_2: 0.4181 loss_ce_3: 0.3859 loss_bbox_3: 0.2409 loss_giou_3: 0.4052 loss_ce_4: 0.3758 loss_bbox_4: 0.2371 loss_giou_4: 0.398 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:05] d2.utils.events INFO: eta: 1 day, 7:13:48 iter: 51959 total_loss: 7.097 loss_ce: 0.41 loss_bbox: 0.2347 loss_giou: 0.3926 loss_ce_0: 0.5939 loss_bbox_0: 0.3985 loss_giou_0: 0.6088 loss_ce_1: 0.4878 loss_bbox_1: 0.2799 loss_giou_1: 0.4538 loss_ce_2: 0.4245 loss_bbox_2: 0.2479 loss_giou_2: 0.4176 loss_ce_3: 0.4116 loss_bbox_3: 0.2408 loss_giou_3: 0.4075 loss_ce_4: 0.4108 loss_bbox_4: 0.2382 loss_giou_4: 0.4034 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:10] d2.utils.events INFO: eta: 1 day, 7:13:34 iter: 51979 total_loss: 6.84 loss_ce: 0.3793 loss_bbox: 0.2228 loss_giou: 0.3952 loss_ce_0: 0.5653 loss_bbox_0: 0.39 loss_giou_0: 0.6009 loss_ce_1: 0.4655 loss_bbox_1: 0.2652 loss_giou_1: 0.4489 loss_ce_2: 0.4177 loss_bbox_2: 0.234 loss_giou_2: 0.4139 loss_ce_3: 0.3923 loss_bbox_3: 0.2269 loss_giou_3: 0.399 loss_ce_4: 0.3834 loss_bbox_4: 0.2222 loss_giou_4: 0.3967 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:16] d2.utils.events INFO: eta: 1 day, 7:13:22 iter: 51999 total_loss: 7.044 loss_ce: 0.4287 loss_bbox: 0.2408 loss_giou: 0.3833 loss_ce_0: 0.6016 loss_bbox_0: 0.3948 loss_giou_0: 0.5837 loss_ce_1: 0.5053 loss_bbox_1: 0.2781 loss_giou_1: 0.4393 loss_ce_2: 0.4637 loss_bbox_2: 0.2547 loss_giou_2: 0.3921 loss_ce_3: 0.4386 loss_bbox_3: 0.2479 loss_giou_3: 0.387 loss_ce_4: 0.4334 loss_bbox_4: 0.2436 loss_giou_4: 0.3827 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:22] d2.utils.events INFO: eta: 1 day, 7:13:19 iter: 52019 total_loss: 6.696 loss_ce: 0.3955 loss_bbox: 0.2146 loss_giou: 0.3897 loss_ce_0: 0.5722 loss_bbox_0: 0.3734 loss_giou_0: 0.5726 loss_ce_1: 0.4719 loss_bbox_1: 0.2568 loss_giou_1: 0.4262 loss_ce_2: 0.4298 loss_bbox_2: 0.2276 loss_giou_2: 0.4021 loss_ce_3: 0.4031 loss_bbox_3: 0.2225 loss_giou_3: 0.391 loss_ce_4: 0.3993 loss_bbox_4: 0.218 loss_giou_4: 0.3938 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:27] d2.utils.events INFO: eta: 1 day, 7:13:17 iter: 52039 total_loss: 6.615 loss_ce: 0.3943 loss_bbox: 0.2106 loss_giou: 0.3863 loss_ce_0: 0.5644 loss_bbox_0: 0.3658 loss_giou_0: 0.5999 loss_ce_1: 0.4735 loss_bbox_1: 0.2463 loss_giou_1: 0.4304 loss_ce_2: 0.4179 loss_bbox_2: 0.2205 loss_giou_2: 0.4063 loss_ce_3: 0.397 loss_bbox_3: 0.2146 loss_giou_3: 0.3997 loss_ce_4: 0.3944 loss_bbox_4: 0.2137 loss_giou_4: 0.3913 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:33] d2.utils.events INFO: eta: 1 day, 7:13:12 iter: 52059 total_loss: 6.49 loss_ce: 0.3741 loss_bbox: 0.226 loss_giou: 0.369 loss_ce_0: 0.5553 loss_bbox_0: 0.386 loss_giou_0: 0.5879 loss_ce_1: 0.448 loss_bbox_1: 0.2598 loss_giou_1: 0.4282 loss_ce_2: 0.3975 loss_bbox_2: 0.2353 loss_giou_2: 0.3927 loss_ce_3: 0.3725 loss_bbox_3: 0.2254 loss_giou_3: 0.3816 loss_ce_4: 0.3654 loss_bbox_4: 0.2232 loss_giou_4: 0.3722 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:39] d2.utils.events INFO: eta: 1 day, 7:12:41 iter: 52079 total_loss: 6.987 loss_ce: 0.4035 loss_bbox: 0.226 loss_giou: 0.3987 loss_ce_0: 0.557 loss_bbox_0: 0.3917 loss_giou_0: 0.5962 loss_ce_1: 0.4773 loss_bbox_1: 0.2659 loss_giou_1: 0.4522 loss_ce_2: 0.4343 loss_bbox_2: 0.2443 loss_giou_2: 0.4218 loss_ce_3: 0.4113 loss_bbox_3: 0.2332 loss_giou_3: 0.4066 loss_ce_4: 0.4033 loss_bbox_4: 0.229 loss_giou_4: 0.4019 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:44] d2.utils.events INFO: eta: 1 day, 7:12:35 iter: 52099 total_loss: 6.562 loss_ce: 0.3797 loss_bbox: 0.2207 loss_giou: 0.377 loss_ce_0: 0.5651 loss_bbox_0: 0.378 loss_giou_0: 0.5533 loss_ce_1: 0.4736 loss_bbox_1: 0.2574 loss_giou_1: 0.4209 loss_ce_2: 0.4236 loss_bbox_2: 0.2273 loss_giou_2: 0.3881 loss_ce_3: 0.3914 loss_bbox_3: 0.2275 loss_giou_3: 0.3819 loss_ce_4: 0.3819 loss_bbox_4: 0.2213 loss_giou_4: 0.3754 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:50] d2.utils.events INFO: eta: 1 day, 7:12:48 iter: 52119 total_loss: 6.793 loss_ce: 0.3983 loss_bbox: 0.2335 loss_giou: 0.3811 loss_ce_0: 0.5791 loss_bbox_0: 0.3924 loss_giou_0: 0.6102 loss_ce_1: 0.4791 loss_bbox_1: 0.2715 loss_giou_1: 0.4421 loss_ce_2: 0.4396 loss_bbox_2: 0.2408 loss_giou_2: 0.4033 loss_ce_3: 0.4039 loss_bbox_3: 0.2383 loss_giou_3: 0.3921 loss_ce_4: 0.3924 loss_bbox_4: 0.2363 loss_giou_4: 0.3841 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 17:26:56] d2.utils.events INFO: eta: 1 day, 7:12:42 iter: 52139 total_loss: 6.842 loss_ce: 0.3919 loss_bbox: 0.226 loss_giou: 0.3748 loss_ce_0: 0.5727 loss_bbox_0: 0.3866 loss_giou_0: 0.6005 loss_ce_1: 0.4597 loss_bbox_1: 0.2721 loss_giou_1: 0.4407 loss_ce_2: 0.4268 loss_bbox_2: 0.2402 loss_giou_2: 0.3987 loss_ce_3: 0.3976 loss_bbox_3: 0.2352 loss_giou_3: 0.3852 loss_ce_4: 0.3942 loss_bbox_4: 0.2276 loss_giou_4: 0.379 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:02] d2.utils.events INFO: eta: 1 day, 7:12:32 iter: 52159 total_loss: 6.961 loss_ce: 0.4222 loss_bbox: 0.2415 loss_giou: 0.395 loss_ce_0: 0.5804 loss_bbox_0: 0.38 loss_giou_0: 0.5743 loss_ce_1: 0.4873 loss_bbox_1: 0.2722 loss_giou_1: 0.4361 loss_ce_2: 0.4479 loss_bbox_2: 0.2497 loss_giou_2: 0.4049 loss_ce_3: 0.4212 loss_bbox_3: 0.2411 loss_giou_3: 0.3959 loss_ce_4: 0.4093 loss_bbox_4: 0.2418 loss_giou_4: 0.398 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:07] d2.utils.events INFO: eta: 1 day, 7:12:52 iter: 52179 total_loss: 7.114 loss_ce: 0.4034 loss_bbox: 0.2218 loss_giou: 0.4102 loss_ce_0: 0.5856 loss_bbox_0: 0.3898 loss_giou_0: 0.5808 loss_ce_1: 0.4762 loss_bbox_1: 0.2731 loss_giou_1: 0.4609 loss_ce_2: 0.4327 loss_bbox_2: 0.239 loss_giou_2: 0.4334 loss_ce_3: 0.3982 loss_bbox_3: 0.2335 loss_giou_3: 0.418 loss_ce_4: 0.4027 loss_bbox_4: 0.227 loss_giou_4: 0.4121 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:13] d2.utils.events INFO: eta: 1 day, 7:13:02 iter: 52199 total_loss: 6.985 loss_ce: 0.4086 loss_bbox: 0.2245 loss_giou: 0.3856 loss_ce_0: 0.5849 loss_bbox_0: 0.3783 loss_giou_0: 0.5825 loss_ce_1: 0.4919 loss_bbox_1: 0.2678 loss_giou_1: 0.4451 loss_ce_2: 0.4557 loss_bbox_2: 0.2307 loss_giou_2: 0.4105 loss_ce_3: 0.4178 loss_bbox_3: 0.2239 loss_giou_3: 0.3946 loss_ce_4: 0.4079 loss_bbox_4: 0.2209 loss_giou_4: 0.3868 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:19] d2.utils.events INFO: eta: 1 day, 7:11:59 iter: 52219 total_loss: 6.777 loss_ce: 0.3915 loss_bbox: 0.2297 loss_giou: 0.3731 loss_ce_0: 0.5731 loss_bbox_0: 0.3957 loss_giou_0: 0.5758 loss_ce_1: 0.4832 loss_bbox_1: 0.2685 loss_giou_1: 0.4277 loss_ce_2: 0.4289 loss_bbox_2: 0.2333 loss_giou_2: 0.3877 loss_ce_3: 0.4029 loss_bbox_3: 0.229 loss_giou_3: 0.3789 loss_ce_4: 0.3905 loss_bbox_4: 0.2265 loss_giou_4: 0.3737 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:24] d2.utils.events INFO: eta: 1 day, 7:12:10 iter: 52239 total_loss: 7.089 loss_ce: 0.4182 loss_bbox: 0.2429 loss_giou: 0.3947 loss_ce_0: 0.5786 loss_bbox_0: 0.3869 loss_giou_0: 0.6107 loss_ce_1: 0.484 loss_bbox_1: 0.2723 loss_giou_1: 0.4454 loss_ce_2: 0.4397 loss_bbox_2: 0.2457 loss_giou_2: 0.4151 loss_ce_3: 0.4237 loss_bbox_3: 0.246 loss_giou_3: 0.403 loss_ce_4: 0.4177 loss_bbox_4: 0.2449 loss_giou_4: 0.3934 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:30] d2.utils.events INFO: eta: 1 day, 7:11:55 iter: 52259 total_loss: 6.6 loss_ce: 0.3865 loss_bbox: 0.2177 loss_giou: 0.3696 loss_ce_0: 0.5767 loss_bbox_0: 0.3843 loss_giou_0: 0.5817 loss_ce_1: 0.4766 loss_bbox_1: 0.2465 loss_giou_1: 0.4164 loss_ce_2: 0.4182 loss_bbox_2: 0.2295 loss_giou_2: 0.3827 loss_ce_3: 0.3918 loss_bbox_3: 0.2198 loss_giou_3: 0.373 loss_ce_4: 0.3864 loss_bbox_4: 0.2165 loss_giou_4: 0.3718 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:36] d2.utils.events INFO: eta: 1 day, 7:11:46 iter: 52279 total_loss: 7.068 loss_ce: 0.4194 loss_bbox: 0.2275 loss_giou: 0.4106 loss_ce_0: 0.5946 loss_bbox_0: 0.3804 loss_giou_0: 0.6466 loss_ce_1: 0.491 loss_bbox_1: 0.2663 loss_giou_1: 0.4705 loss_ce_2: 0.4523 loss_bbox_2: 0.2388 loss_giou_2: 0.4297 loss_ce_3: 0.4215 loss_bbox_3: 0.2315 loss_giou_3: 0.4159 loss_ce_4: 0.4195 loss_bbox_4: 0.2302 loss_giou_4: 0.4128 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:41] d2.utils.events INFO: eta: 1 day, 7:11:26 iter: 52299 total_loss: 6.644 loss_ce: 0.3812 loss_bbox: 0.2308 loss_giou: 0.3963 loss_ce_0: 0.5399 loss_bbox_0: 0.375 loss_giou_0: 0.591 loss_ce_1: 0.4616 loss_bbox_1: 0.2681 loss_giou_1: 0.447 loss_ce_2: 0.4066 loss_bbox_2: 0.2406 loss_giou_2: 0.4103 loss_ce_3: 0.3933 loss_bbox_3: 0.2379 loss_giou_3: 0.4044 loss_ce_4: 0.3797 loss_bbox_4: 0.2325 loss_giou_4: 0.4009 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:47] d2.utils.events INFO: eta: 1 day, 7:11:35 iter: 52319 total_loss: 7.02 loss_ce: 0.411 loss_bbox: 0.2249 loss_giou: 0.402 loss_ce_0: 0.5802 loss_bbox_0: 0.3945 loss_giou_0: 0.5899 loss_ce_1: 0.478 loss_bbox_1: 0.2718 loss_giou_1: 0.4473 loss_ce_2: 0.4361 loss_bbox_2: 0.2432 loss_giou_2: 0.4102 loss_ce_3: 0.4104 loss_bbox_3: 0.23 loss_giou_3: 0.409 loss_ce_4: 0.4074 loss_bbox_4: 0.2249 loss_giou_4: 0.4044 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:53] d2.utils.events INFO: eta: 1 day, 7:11:15 iter: 52339 total_loss: 6.833 loss_ce: 0.3958 loss_bbox: 0.2288 loss_giou: 0.3755 loss_ce_0: 0.5804 loss_bbox_0: 0.3913 loss_giou_0: 0.5625 loss_ce_1: 0.4786 loss_bbox_1: 0.2666 loss_giou_1: 0.4199 loss_ce_2: 0.4145 loss_bbox_2: 0.2408 loss_giou_2: 0.3917 loss_ce_3: 0.3886 loss_bbox_3: 0.2364 loss_giou_3: 0.3818 loss_ce_4: 0.3939 loss_bbox_4: 0.2297 loss_giou_4: 0.378 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 17:27:58] d2.utils.events INFO: eta: 1 day, 7:11:19 iter: 52359 total_loss: 7.186 loss_ce: 0.4237 loss_bbox: 0.2272 loss_giou: 0.4145 loss_ce_0: 0.6057 loss_bbox_0: 0.3777 loss_giou_0: 0.618 loss_ce_1: 0.5092 loss_bbox_1: 0.2596 loss_giou_1: 0.4652 loss_ce_2: 0.4568 loss_bbox_2: 0.2346 loss_giou_2: 0.4259 loss_ce_3: 0.4309 loss_bbox_3: 0.2271 loss_giou_3: 0.4247 loss_ce_4: 0.4301 loss_bbox_4: 0.2269 loss_giou_4: 0.4173 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:04] d2.utils.events INFO: eta: 1 day, 7:11:04 iter: 52379 total_loss: 7.201 loss_ce: 0.4014 loss_bbox: 0.2434 loss_giou: 0.4066 loss_ce_0: 0.5704 loss_bbox_0: 0.4077 loss_giou_0: 0.6076 loss_ce_1: 0.4635 loss_bbox_1: 0.2804 loss_giou_1: 0.4628 loss_ce_2: 0.4224 loss_bbox_2: 0.2518 loss_giou_2: 0.4217 loss_ce_3: 0.3955 loss_bbox_3: 0.2472 loss_giou_3: 0.4169 loss_ce_4: 0.4011 loss_bbox_4: 0.2469 loss_giou_4: 0.4071 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:10] d2.utils.events INFO: eta: 1 day, 7:11:30 iter: 52399 total_loss: 6.67 loss_ce: 0.3918 loss_bbox: 0.227 loss_giou: 0.3723 loss_ce_0: 0.5844 loss_bbox_0: 0.3911 loss_giou_0: 0.5575 loss_ce_1: 0.4673 loss_bbox_1: 0.2694 loss_giou_1: 0.4298 loss_ce_2: 0.4261 loss_bbox_2: 0.2476 loss_giou_2: 0.3933 loss_ce_3: 0.4036 loss_bbox_3: 0.2383 loss_giou_3: 0.3791 loss_ce_4: 0.3973 loss_bbox_4: 0.2239 loss_giou_4: 0.373 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:16] d2.utils.events INFO: eta: 1 day, 7:11:17 iter: 52419 total_loss: 6.993 loss_ce: 0.3885 loss_bbox: 0.2158 loss_giou: 0.372 loss_ce_0: 0.5644 loss_bbox_0: 0.379 loss_giou_0: 0.5841 loss_ce_1: 0.4683 loss_bbox_1: 0.2588 loss_giou_1: 0.4306 loss_ce_2: 0.4284 loss_bbox_2: 0.2378 loss_giou_2: 0.3959 loss_ce_3: 0.402 loss_bbox_3: 0.2267 loss_giou_3: 0.3821 loss_ce_4: 0.4008 loss_bbox_4: 0.22 loss_giou_4: 0.3734 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:21] d2.utils.events INFO: eta: 1 day, 7:10:20 iter: 52439 total_loss: 6.674 loss_ce: 0.4088 loss_bbox: 0.2284 loss_giou: 0.3722 loss_ce_0: 0.588 loss_bbox_0: 0.3949 loss_giou_0: 0.5781 loss_ce_1: 0.4689 loss_bbox_1: 0.264 loss_giou_1: 0.4353 loss_ce_2: 0.4213 loss_bbox_2: 0.2372 loss_giou_2: 0.3946 loss_ce_3: 0.4086 loss_bbox_3: 0.2348 loss_giou_3: 0.3786 loss_ce_4: 0.4101 loss_bbox_4: 0.2245 loss_giou_4: 0.375 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:27] d2.utils.events INFO: eta: 1 day, 7:10:14 iter: 52459 total_loss: 6.739 loss_ce: 0.3737 loss_bbox: 0.2291 loss_giou: 0.3878 loss_ce_0: 0.5513 loss_bbox_0: 0.3752 loss_giou_0: 0.6118 loss_ce_1: 0.458 loss_bbox_1: 0.2636 loss_giou_1: 0.4548 loss_ce_2: 0.403 loss_bbox_2: 0.2428 loss_giou_2: 0.4197 loss_ce_3: 0.3792 loss_bbox_3: 0.2387 loss_giou_3: 0.4058 loss_ce_4: 0.3729 loss_bbox_4: 0.233 loss_giou_4: 0.3948 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:33] d2.utils.events INFO: eta: 1 day, 7:09:49 iter: 52479 total_loss: 6.942 loss_ce: 0.4067 loss_bbox: 0.231 loss_giou: 0.3847 loss_ce_0: 0.5806 loss_bbox_0: 0.3852 loss_giou_0: 0.5775 loss_ce_1: 0.487 loss_bbox_1: 0.2639 loss_giou_1: 0.4441 loss_ce_2: 0.4441 loss_bbox_2: 0.2383 loss_giou_2: 0.3983 loss_ce_3: 0.418 loss_bbox_3: 0.233 loss_giou_3: 0.3869 loss_ce_4: 0.411 loss_bbox_4: 0.2352 loss_giou_4: 0.3851 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:38] d2.utils.events INFO: eta: 1 day, 7:09:36 iter: 52499 total_loss: 6.859 loss_ce: 0.395 loss_bbox: 0.224 loss_giou: 0.399 loss_ce_0: 0.5851 loss_bbox_0: 0.3884 loss_giou_0: 0.6178 loss_ce_1: 0.4902 loss_bbox_1: 0.2673 loss_giou_1: 0.4448 loss_ce_2: 0.4336 loss_bbox_2: 0.2356 loss_giou_2: 0.4048 loss_ce_3: 0.4092 loss_bbox_3: 0.2289 loss_giou_3: 0.3974 loss_ce_4: 0.3955 loss_bbox_4: 0.2253 loss_giou_4: 0.4022 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:44] d2.utils.events INFO: eta: 1 day, 7:09:10 iter: 52519 total_loss: 7.083 loss_ce: 0.4247 loss_bbox: 0.2353 loss_giou: 0.3806 loss_ce_0: 0.5775 loss_bbox_0: 0.3795 loss_giou_0: 0.5638 loss_ce_1: 0.5041 loss_bbox_1: 0.2618 loss_giou_1: 0.4294 loss_ce_2: 0.4549 loss_bbox_2: 0.2453 loss_giou_2: 0.3996 loss_ce_3: 0.4279 loss_bbox_3: 0.2382 loss_giou_3: 0.3905 loss_ce_4: 0.4177 loss_bbox_4: 0.2399 loss_giou_4: 0.3831 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:50] d2.utils.events INFO: eta: 1 day, 7:09:04 iter: 52539 total_loss: 7.235 loss_ce: 0.4284 loss_bbox: 0.2266 loss_giou: 0.3982 loss_ce_0: 0.5941 loss_bbox_0: 0.4044 loss_giou_0: 0.6219 loss_ce_1: 0.493 loss_bbox_1: 0.2673 loss_giou_1: 0.4585 loss_ce_2: 0.4526 loss_bbox_2: 0.2507 loss_giou_2: 0.4157 loss_ce_3: 0.437 loss_bbox_3: 0.2367 loss_giou_3: 0.4007 loss_ce_4: 0.4346 loss_bbox_4: 0.2265 loss_giou_4: 0.4028 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 17:28:55] d2.utils.events INFO: eta: 1 day, 7:09:03 iter: 52559 total_loss: 7.021 loss_ce: 0.4211 loss_bbox: 0.2369 loss_giou: 0.3796 loss_ce_0: 0.5956 loss_bbox_0: 0.3939 loss_giou_0: 0.5884 loss_ce_1: 0.507 loss_bbox_1: 0.2665 loss_giou_1: 0.4335 loss_ce_2: 0.4428 loss_bbox_2: 0.2469 loss_giou_2: 0.3975 loss_ce_3: 0.4224 loss_bbox_3: 0.2399 loss_giou_3: 0.3951 loss_ce_4: 0.4242 loss_bbox_4: 0.2318 loss_giou_4: 0.3838 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:01] d2.utils.events INFO: eta: 1 day, 7:08:35 iter: 52579 total_loss: 6.786 loss_ce: 0.4012 loss_bbox: 0.2226 loss_giou: 0.3586 loss_ce_0: 0.5683 loss_bbox_0: 0.3718 loss_giou_0: 0.5525 loss_ce_1: 0.4864 loss_bbox_1: 0.2514 loss_giou_1: 0.4217 loss_ce_2: 0.4262 loss_bbox_2: 0.2298 loss_giou_2: 0.3787 loss_ce_3: 0.4053 loss_bbox_3: 0.222 loss_giou_3: 0.3664 loss_ce_4: 0.3995 loss_bbox_4: 0.2234 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:07] d2.utils.events INFO: eta: 1 day, 7:08:52 iter: 52599 total_loss: 7.076 loss_ce: 0.4213 loss_bbox: 0.2302 loss_giou: 0.4011 loss_ce_0: 0.5926 loss_bbox_0: 0.3864 loss_giou_0: 0.63 loss_ce_1: 0.4973 loss_bbox_1: 0.2699 loss_giou_1: 0.467 loss_ce_2: 0.4506 loss_bbox_2: 0.2409 loss_giou_2: 0.4262 loss_ce_3: 0.4195 loss_bbox_3: 0.2283 loss_giou_3: 0.4097 loss_ce_4: 0.417 loss_bbox_4: 0.225 loss_giou_4: 0.4075 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:12] d2.utils.events INFO: eta: 1 day, 7:08:10 iter: 52619 total_loss: 6.787 loss_ce: 0.4038 loss_bbox: 0.2137 loss_giou: 0.3855 loss_ce_0: 0.5908 loss_bbox_0: 0.3745 loss_giou_0: 0.6013 loss_ce_1: 0.4902 loss_bbox_1: 0.2614 loss_giou_1: 0.4468 loss_ce_2: 0.4385 loss_bbox_2: 0.23 loss_giou_2: 0.4075 loss_ce_3: 0.4136 loss_bbox_3: 0.2173 loss_giou_3: 0.3918 loss_ce_4: 0.4114 loss_bbox_4: 0.2152 loss_giou_4: 0.3883 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:18] d2.utils.events INFO: eta: 1 day, 7:08:16 iter: 52639 total_loss: 6.507 loss_ce: 0.3872 loss_bbox: 0.2169 loss_giou: 0.3741 loss_ce_0: 0.5677 loss_bbox_0: 0.3891 loss_giou_0: 0.5965 loss_ce_1: 0.4615 loss_bbox_1: 0.2517 loss_giou_1: 0.4343 loss_ce_2: 0.4193 loss_bbox_2: 0.2301 loss_giou_2: 0.3937 loss_ce_3: 0.3982 loss_bbox_3: 0.2248 loss_giou_3: 0.384 loss_ce_4: 0.3908 loss_bbox_4: 0.2206 loss_giou_4: 0.3747 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:24] d2.utils.events INFO: eta: 1 day, 7:08:25 iter: 52659 total_loss: 6.881 loss_ce: 0.3965 loss_bbox: 0.2184 loss_giou: 0.3761 loss_ce_0: 0.5692 loss_bbox_0: 0.3831 loss_giou_0: 0.5955 loss_ce_1: 0.4781 loss_bbox_1: 0.2674 loss_giou_1: 0.4297 loss_ce_2: 0.4192 loss_bbox_2: 0.2356 loss_giou_2: 0.3938 loss_ce_3: 0.3895 loss_bbox_3: 0.2266 loss_giou_3: 0.3796 loss_ce_4: 0.3904 loss_bbox_4: 0.2178 loss_giou_4: 0.3735 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:30] d2.utils.events INFO: eta: 1 day, 7:07:53 iter: 52679 total_loss: 7.08 loss_ce: 0.4215 loss_bbox: 0.2257 loss_giou: 0.3847 loss_ce_0: 0.5762 loss_bbox_0: 0.4018 loss_giou_0: 0.5936 loss_ce_1: 0.4955 loss_bbox_1: 0.2704 loss_giou_1: 0.448 loss_ce_2: 0.4571 loss_bbox_2: 0.2417 loss_giou_2: 0.4134 loss_ce_3: 0.4319 loss_bbox_3: 0.2359 loss_giou_3: 0.3938 loss_ce_4: 0.4218 loss_bbox_4: 0.227 loss_giou_4: 0.3882 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:35] d2.utils.events INFO: eta: 1 day, 7:07:40 iter: 52699 total_loss: 7.076 loss_ce: 0.4234 loss_bbox: 0.2321 loss_giou: 0.3761 loss_ce_0: 0.5819 loss_bbox_0: 0.3896 loss_giou_0: 0.5589 loss_ce_1: 0.5037 loss_bbox_1: 0.2734 loss_giou_1: 0.4285 loss_ce_2: 0.4488 loss_bbox_2: 0.2442 loss_giou_2: 0.392 loss_ce_3: 0.4292 loss_bbox_3: 0.2391 loss_giou_3: 0.3865 loss_ce_4: 0.4241 loss_bbox_4: 0.2373 loss_giou_4: 0.3767 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:41] d2.utils.events INFO: eta: 1 day, 7:07:48 iter: 52719 total_loss: 7.259 loss_ce: 0.4379 loss_bbox: 0.2269 loss_giou: 0.4167 loss_ce_0: 0.5896 loss_bbox_0: 0.4012 loss_giou_0: 0.6288 loss_ce_1: 0.5073 loss_bbox_1: 0.2571 loss_giou_1: 0.4807 loss_ce_2: 0.4677 loss_bbox_2: 0.232 loss_giou_2: 0.4339 loss_ce_3: 0.4447 loss_bbox_3: 0.2298 loss_giou_3: 0.4213 loss_ce_4: 0.4349 loss_bbox_4: 0.2266 loss_giou_4: 0.415 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:47] d2.utils.events INFO: eta: 1 day, 7:07:42 iter: 52739 total_loss: 6.966 loss_ce: 0.4207 loss_bbox: 0.2291 loss_giou: 0.4083 loss_ce_0: 0.594 loss_bbox_0: 0.3938 loss_giou_0: 0.5957 loss_ce_1: 0.4945 loss_bbox_1: 0.2687 loss_giou_1: 0.4478 loss_ce_2: 0.4551 loss_bbox_2: 0.2313 loss_giou_2: 0.414 loss_ce_3: 0.428 loss_bbox_3: 0.2348 loss_giou_3: 0.414 loss_ce_4: 0.4307 loss_bbox_4: 0.2285 loss_giou_4: 0.4084 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:52] d2.utils.events INFO: eta: 1 day, 7:07:57 iter: 52759 total_loss: 7.268 loss_ce: 0.4147 loss_bbox: 0.2343 loss_giou: 0.4049 loss_ce_0: 0.5623 loss_bbox_0: 0.3855 loss_giou_0: 0.614 loss_ce_1: 0.488 loss_bbox_1: 0.2739 loss_giou_1: 0.4699 loss_ce_2: 0.442 loss_bbox_2: 0.2485 loss_giou_2: 0.4271 loss_ce_3: 0.4196 loss_bbox_3: 0.2382 loss_giou_3: 0.4137 loss_ce_4: 0.4153 loss_bbox_4: 0.2375 loss_giou_4: 0.4128 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 17:29:58] d2.utils.events INFO: eta: 1 day, 7:07:55 iter: 52779 total_loss: 6.994 loss_ce: 0.3901 loss_bbox: 0.2268 loss_giou: 0.3885 loss_ce_0: 0.5716 loss_bbox_0: 0.3732 loss_giou_0: 0.5964 loss_ce_1: 0.4693 loss_bbox_1: 0.2676 loss_giou_1: 0.4411 loss_ce_2: 0.4096 loss_bbox_2: 0.2415 loss_giou_2: 0.4021 loss_ce_3: 0.3921 loss_bbox_3: 0.2258 loss_giou_3: 0.3927 loss_ce_4: 0.3861 loss_bbox_4: 0.2314 loss_giou_4: 0.3889 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:04] d2.utils.events INFO: eta: 1 day, 7:07:38 iter: 52799 total_loss: 6.769 loss_ce: 0.3696 loss_bbox: 0.2112 loss_giou: 0.3869 loss_ce_0: 0.5623 loss_bbox_0: 0.3801 loss_giou_0: 0.5937 loss_ce_1: 0.4563 loss_bbox_1: 0.242 loss_giou_1: 0.4351 loss_ce_2: 0.4021 loss_bbox_2: 0.2215 loss_giou_2: 0.4036 loss_ce_3: 0.3786 loss_bbox_3: 0.2145 loss_giou_3: 0.3904 loss_ce_4: 0.3686 loss_bbox_4: 0.2126 loss_giou_4: 0.3887 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:09] d2.utils.events INFO: eta: 1 day, 7:07:40 iter: 52819 total_loss: 7.073 loss_ce: 0.3787 loss_bbox: 0.236 loss_giou: 0.3871 loss_ce_0: 0.5667 loss_bbox_0: 0.3734 loss_giou_0: 0.6094 loss_ce_1: 0.4785 loss_bbox_1: 0.2663 loss_giou_1: 0.4521 loss_ce_2: 0.4082 loss_bbox_2: 0.2457 loss_giou_2: 0.4042 loss_ce_3: 0.3895 loss_bbox_3: 0.2406 loss_giou_3: 0.3945 loss_ce_4: 0.3825 loss_bbox_4: 0.2332 loss_giou_4: 0.3895 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:15] d2.utils.events INFO: eta: 1 day, 7:08:00 iter: 52839 total_loss: 7.071 loss_ce: 0.4168 loss_bbox: 0.2358 loss_giou: 0.3892 loss_ce_0: 0.5997 loss_bbox_0: 0.4043 loss_giou_0: 0.5902 loss_ce_1: 0.4896 loss_bbox_1: 0.2742 loss_giou_1: 0.4503 loss_ce_2: 0.4504 loss_bbox_2: 0.2468 loss_giou_2: 0.414 loss_ce_3: 0.4167 loss_bbox_3: 0.2382 loss_giou_3: 0.4044 loss_ce_4: 0.4115 loss_bbox_4: 0.238 loss_giou_4: 0.3915 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:21] d2.utils.events INFO: eta: 1 day, 7:07:42 iter: 52859 total_loss: 7.084 loss_ce: 0.4238 loss_bbox: 0.2252 loss_giou: 0.3918 loss_ce_0: 0.59 loss_bbox_0: 0.3938 loss_giou_0: 0.5837 loss_ce_1: 0.4834 loss_bbox_1: 0.2716 loss_giou_1: 0.4474 loss_ce_2: 0.4495 loss_bbox_2: 0.2371 loss_giou_2: 0.4064 loss_ce_3: 0.4255 loss_bbox_3: 0.2281 loss_giou_3: 0.4023 loss_ce_4: 0.4198 loss_bbox_4: 0.2217 loss_giou_4: 0.3937 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:27] d2.utils.events INFO: eta: 1 day, 7:07:16 iter: 52879 total_loss: 7.26 loss_ce: 0.415 loss_bbox: 0.2365 loss_giou: 0.4038 loss_ce_0: 0.5881 loss_bbox_0: 0.3823 loss_giou_0: 0.6199 loss_ce_1: 0.4864 loss_bbox_1: 0.276 loss_giou_1: 0.4689 loss_ce_2: 0.444 loss_bbox_2: 0.2562 loss_giou_2: 0.4217 loss_ce_3: 0.4182 loss_bbox_3: 0.2495 loss_giou_3: 0.412 loss_ce_4: 0.4257 loss_bbox_4: 0.2403 loss_giou_4: 0.407 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:32] d2.utils.events INFO: eta: 1 day, 7:07:35 iter: 52899 total_loss: 7.19 loss_ce: 0.4169 loss_bbox: 0.2238 loss_giou: 0.3909 loss_ce_0: 0.5825 loss_bbox_0: 0.374 loss_giou_0: 0.5844 loss_ce_1: 0.4896 loss_bbox_1: 0.2663 loss_giou_1: 0.4324 loss_ce_2: 0.4441 loss_bbox_2: 0.2436 loss_giou_2: 0.4023 loss_ce_3: 0.4197 loss_bbox_3: 0.23 loss_giou_3: 0.3952 loss_ce_4: 0.4221 loss_bbox_4: 0.2271 loss_giou_4: 0.3924 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:38] d2.utils.events INFO: eta: 1 day, 7:07:47 iter: 52919 total_loss: 7.016 loss_ce: 0.4037 loss_bbox: 0.227 loss_giou: 0.3886 loss_ce_0: 0.5767 loss_bbox_0: 0.3718 loss_giou_0: 0.5939 loss_ce_1: 0.4799 loss_bbox_1: 0.2763 loss_giou_1: 0.4524 loss_ce_2: 0.4363 loss_bbox_2: 0.2433 loss_giou_2: 0.4159 loss_ce_3: 0.4095 loss_bbox_3: 0.2296 loss_giou_3: 0.3988 loss_ce_4: 0.4003 loss_bbox_4: 0.2226 loss_giou_4: 0.3887 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:44] d2.utils.events INFO: eta: 1 day, 7:07:06 iter: 52939 total_loss: 6.818 loss_ce: 0.4019 loss_bbox: 0.2341 loss_giou: 0.3787 loss_ce_0: 0.5815 loss_bbox_0: 0.3729 loss_giou_0: 0.5646 loss_ce_1: 0.4704 loss_bbox_1: 0.2733 loss_giou_1: 0.417 loss_ce_2: 0.4223 loss_bbox_2: 0.2418 loss_giou_2: 0.3932 loss_ce_3: 0.418 loss_bbox_3: 0.2321 loss_giou_3: 0.3839 loss_ce_4: 0.4154 loss_bbox_4: 0.2313 loss_giou_4: 0.3768 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:49] d2.utils.events INFO: eta: 1 day, 7:06:26 iter: 52959 total_loss: 6.635 loss_ce: 0.3792 loss_bbox: 0.2222 loss_giou: 0.372 loss_ce_0: 0.5731 loss_bbox_0: 0.3815 loss_giou_0: 0.5716 loss_ce_1: 0.473 loss_bbox_1: 0.258 loss_giou_1: 0.4477 loss_ce_2: 0.4115 loss_bbox_2: 0.227 loss_giou_2: 0.3938 loss_ce_3: 0.386 loss_bbox_3: 0.2249 loss_giou_3: 0.3804 loss_ce_4: 0.3789 loss_bbox_4: 0.2242 loss_giou_4: 0.3758 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 17:30:55] d2.utils.events INFO: eta: 1 day, 7:06:21 iter: 52979 total_loss: 6.884 loss_ce: 0.405 loss_bbox: 0.232 loss_giou: 0.3735 loss_ce_0: 0.5767 loss_bbox_0: 0.3855 loss_giou_0: 0.5779 loss_ce_1: 0.4744 loss_bbox_1: 0.2654 loss_giou_1: 0.4266 loss_ce_2: 0.4287 loss_bbox_2: 0.2516 loss_giou_2: 0.3905 loss_ce_3: 0.412 loss_bbox_3: 0.2352 loss_giou_3: 0.38 loss_ce_4: 0.4075 loss_bbox_4: 0.2317 loss_giou_4: 0.3751 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:01] d2.utils.events INFO: eta: 1 day, 7:06:22 iter: 52999 total_loss: 7.217 loss_ce: 0.429 loss_bbox: 0.2435 loss_giou: 0.3919 loss_ce_0: 0.5849 loss_bbox_0: 0.3871 loss_giou_0: 0.6171 loss_ce_1: 0.4939 loss_bbox_1: 0.2766 loss_giou_1: 0.4534 loss_ce_2: 0.4552 loss_bbox_2: 0.2566 loss_giou_2: 0.416 loss_ce_3: 0.4398 loss_bbox_3: 0.2516 loss_giou_3: 0.3981 loss_ce_4: 0.4338 loss_bbox_4: 0.2473 loss_giou_4: 0.3978 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:06] d2.utils.events INFO: eta: 1 day, 7:05:31 iter: 53019 total_loss: 6.969 loss_ce: 0.4066 loss_bbox: 0.228 loss_giou: 0.4133 loss_ce_0: 0.5707 loss_bbox_0: 0.3712 loss_giou_0: 0.628 loss_ce_1: 0.4745 loss_bbox_1: 0.2673 loss_giou_1: 0.478 loss_ce_2: 0.4168 loss_bbox_2: 0.2424 loss_giou_2: 0.4377 loss_ce_3: 0.3893 loss_bbox_3: 0.2271 loss_giou_3: 0.422 loss_ce_4: 0.3975 loss_bbox_4: 0.2283 loss_giou_4: 0.4123 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:12] d2.utils.events INFO: eta: 1 day, 7:05:03 iter: 53039 total_loss: 7.214 loss_ce: 0.4396 loss_bbox: 0.2263 loss_giou: 0.4165 loss_ce_0: 0.6039 loss_bbox_0: 0.4005 loss_giou_0: 0.6224 loss_ce_1: 0.5142 loss_bbox_1: 0.261 loss_giou_1: 0.4578 loss_ce_2: 0.4649 loss_bbox_2: 0.2421 loss_giou_2: 0.4267 loss_ce_3: 0.4397 loss_bbox_3: 0.2278 loss_giou_3: 0.4188 loss_ce_4: 0.4365 loss_bbox_4: 0.2242 loss_giou_4: 0.4146 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:18] d2.utils.events INFO: eta: 1 day, 7:05:37 iter: 53059 total_loss: 7.014 loss_ce: 0.4203 loss_bbox: 0.2471 loss_giou: 0.3823 loss_ce_0: 0.6011 loss_bbox_0: 0.3889 loss_giou_0: 0.5903 loss_ce_1: 0.4897 loss_bbox_1: 0.2756 loss_giou_1: 0.4398 loss_ce_2: 0.4426 loss_bbox_2: 0.2485 loss_giou_2: 0.4113 loss_ce_3: 0.4291 loss_bbox_3: 0.2427 loss_giou_3: 0.3946 loss_ce_4: 0.4225 loss_bbox_4: 0.2418 loss_giou_4: 0.3866 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:24] d2.utils.events INFO: eta: 1 day, 7:06:26 iter: 53079 total_loss: 7.07 loss_ce: 0.4184 loss_bbox: 0.2266 loss_giou: 0.3885 loss_ce_0: 0.6044 loss_bbox_0: 0.3807 loss_giou_0: 0.6341 loss_ce_1: 0.5023 loss_bbox_1: 0.2535 loss_giou_1: 0.4427 loss_ce_2: 0.4502 loss_bbox_2: 0.2299 loss_giou_2: 0.4024 loss_ce_3: 0.4286 loss_bbox_3: 0.2291 loss_giou_3: 0.3952 loss_ce_4: 0.4251 loss_bbox_4: 0.2308 loss_giou_4: 0.3934 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:29] d2.utils.events INFO: eta: 1 day, 7:06:30 iter: 53099 total_loss: 6.89 loss_ce: 0.394 loss_bbox: 0.2359 loss_giou: 0.4063 loss_ce_0: 0.5725 loss_bbox_0: 0.3911 loss_giou_0: 0.6107 loss_ce_1: 0.4749 loss_bbox_1: 0.2705 loss_giou_1: 0.467 loss_ce_2: 0.4201 loss_bbox_2: 0.2433 loss_giou_2: 0.4269 loss_ce_3: 0.3968 loss_bbox_3: 0.2378 loss_giou_3: 0.4128 loss_ce_4: 0.4008 loss_bbox_4: 0.2335 loss_giou_4: 0.4031 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:35] d2.utils.events INFO: eta: 1 day, 7:06:08 iter: 53119 total_loss: 6.939 loss_ce: 0.4346 loss_bbox: 0.2287 loss_giou: 0.385 loss_ce_0: 0.5978 loss_bbox_0: 0.3834 loss_giou_0: 0.5795 loss_ce_1: 0.4947 loss_bbox_1: 0.2755 loss_giou_1: 0.4389 loss_ce_2: 0.4517 loss_bbox_2: 0.2395 loss_giou_2: 0.3947 loss_ce_3: 0.4449 loss_bbox_3: 0.2344 loss_giou_3: 0.3879 loss_ce_4: 0.4377 loss_bbox_4: 0.2287 loss_giou_4: 0.382 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:41] d2.utils.events INFO: eta: 1 day, 7:05:42 iter: 53139 total_loss: 6.937 loss_ce: 0.4021 loss_bbox: 0.2317 loss_giou: 0.3879 loss_ce_0: 0.5715 loss_bbox_0: 0.3854 loss_giou_0: 0.5778 loss_ce_1: 0.4774 loss_bbox_1: 0.2752 loss_giou_1: 0.4351 loss_ce_2: 0.4274 loss_bbox_2: 0.2477 loss_giou_2: 0.406 loss_ce_3: 0.4028 loss_bbox_3: 0.2353 loss_giou_3: 0.3958 loss_ce_4: 0.4138 loss_bbox_4: 0.2325 loss_giou_4: 0.3929 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:46] d2.utils.events INFO: eta: 1 day, 7:05:23 iter: 53159 total_loss: 7.115 loss_ce: 0.4048 loss_bbox: 0.2235 loss_giou: 0.4378 loss_ce_0: 0.5741 loss_bbox_0: 0.3767 loss_giou_0: 0.6225 loss_ce_1: 0.4788 loss_bbox_1: 0.2625 loss_giou_1: 0.4791 loss_ce_2: 0.4225 loss_bbox_2: 0.2385 loss_giou_2: 0.4426 loss_ce_3: 0.4118 loss_bbox_3: 0.2329 loss_giou_3: 0.4331 loss_ce_4: 0.4038 loss_bbox_4: 0.2232 loss_giou_4: 0.4379 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:52] d2.utils.events INFO: eta: 1 day, 7:05:27 iter: 53179 total_loss: 6.681 loss_ce: 0.3969 loss_bbox: 0.2297 loss_giou: 0.3986 loss_ce_0: 0.5762 loss_bbox_0: 0.372 loss_giou_0: 0.5877 loss_ce_1: 0.4773 loss_bbox_1: 0.2703 loss_giou_1: 0.4405 loss_ce_2: 0.4357 loss_bbox_2: 0.2429 loss_giou_2: 0.4049 loss_ce_3: 0.4063 loss_bbox_3: 0.2298 loss_giou_3: 0.4024 loss_ce_4: 0.3992 loss_bbox_4: 0.2294 loss_giou_4: 0.3965 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 17:31:58] d2.utils.events INFO: eta: 1 day, 7:04:57 iter: 53199 total_loss: 6.779 loss_ce: 0.3968 loss_bbox: 0.2168 loss_giou: 0.3891 loss_ce_0: 0.5574 loss_bbox_0: 0.3783 loss_giou_0: 0.5833 loss_ce_1: 0.4701 loss_bbox_1: 0.2551 loss_giou_1: 0.4384 loss_ce_2: 0.4155 loss_bbox_2: 0.2346 loss_giou_2: 0.4099 loss_ce_3: 0.3978 loss_bbox_3: 0.2244 loss_giou_3: 0.4026 loss_ce_4: 0.3991 loss_bbox_4: 0.217 loss_giou_4: 0.3927 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:03] d2.utils.events INFO: eta: 1 day, 7:05:06 iter: 53219 total_loss: 6.888 loss_ce: 0.4106 loss_bbox: 0.2302 loss_giou: 0.4131 loss_ce_0: 0.569 loss_bbox_0: 0.383 loss_giou_0: 0.6072 loss_ce_1: 0.4813 loss_bbox_1: 0.2728 loss_giou_1: 0.4514 loss_ce_2: 0.4273 loss_bbox_2: 0.2406 loss_giou_2: 0.42 loss_ce_3: 0.4051 loss_bbox_3: 0.2333 loss_giou_3: 0.4116 loss_ce_4: 0.4067 loss_bbox_4: 0.2302 loss_giou_4: 0.4056 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:09] d2.utils.events INFO: eta: 1 day, 7:04:42 iter: 53239 total_loss: 6.747 loss_ce: 0.3823 loss_bbox: 0.2283 loss_giou: 0.3685 loss_ce_0: 0.5738 loss_bbox_0: 0.385 loss_giou_0: 0.5656 loss_ce_1: 0.4668 loss_bbox_1: 0.2664 loss_giou_1: 0.4283 loss_ce_2: 0.419 loss_bbox_2: 0.2363 loss_giou_2: 0.3984 loss_ce_3: 0.3824 loss_bbox_3: 0.2341 loss_giou_3: 0.3788 loss_ce_4: 0.3814 loss_bbox_4: 0.2327 loss_giou_4: 0.3722 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:15] d2.utils.events INFO: eta: 1 day, 7:04:03 iter: 53259 total_loss: 7.131 loss_ce: 0.4058 loss_bbox: 0.2174 loss_giou: 0.4036 loss_ce_0: 0.5738 loss_bbox_0: 0.3734 loss_giou_0: 0.6235 loss_ce_1: 0.4886 loss_bbox_1: 0.2637 loss_giou_1: 0.4548 loss_ce_2: 0.4343 loss_bbox_2: 0.2346 loss_giou_2: 0.4242 loss_ce_3: 0.4082 loss_bbox_3: 0.2213 loss_giou_3: 0.416 loss_ce_4: 0.4102 loss_bbox_4: 0.2186 loss_giou_4: 0.4058 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:21] d2.utils.events INFO: eta: 1 day, 7:03:20 iter: 53279 total_loss: 6.695 loss_ce: 0.4032 loss_bbox: 0.2113 loss_giou: 0.3556 loss_ce_0: 0.605 loss_bbox_0: 0.379 loss_giou_0: 0.5731 loss_ce_1: 0.4863 loss_bbox_1: 0.2554 loss_giou_1: 0.4265 loss_ce_2: 0.4276 loss_bbox_2: 0.2276 loss_giou_2: 0.3875 loss_ce_3: 0.4072 loss_bbox_3: 0.2205 loss_giou_3: 0.3711 loss_ce_4: 0.3929 loss_bbox_4: 0.2112 loss_giou_4: 0.3613 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:26] d2.utils.events INFO: eta: 1 day, 7:03:14 iter: 53299 total_loss: 6.956 loss_ce: 0.398 loss_bbox: 0.219 loss_giou: 0.3891 loss_ce_0: 0.5852 loss_bbox_0: 0.3681 loss_giou_0: 0.5795 loss_ce_1: 0.4535 loss_bbox_1: 0.2539 loss_giou_1: 0.4402 loss_ce_2: 0.4255 loss_bbox_2: 0.2275 loss_giou_2: 0.4071 loss_ce_3: 0.4205 loss_bbox_3: 0.2222 loss_giou_3: 0.397 loss_ce_4: 0.4057 loss_bbox_4: 0.2193 loss_giou_4: 0.3908 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:32] d2.utils.events INFO: eta: 1 day, 7:02:57 iter: 53319 total_loss: 7.06 loss_ce: 0.4164 loss_bbox: 0.2391 loss_giou: 0.3818 loss_ce_0: 0.5923 loss_bbox_0: 0.3975 loss_giou_0: 0.5976 loss_ce_1: 0.4995 loss_bbox_1: 0.285 loss_giou_1: 0.4416 loss_ce_2: 0.43 loss_bbox_2: 0.2558 loss_giou_2: 0.3997 loss_ce_3: 0.4146 loss_bbox_3: 0.2472 loss_giou_3: 0.3929 loss_ce_4: 0.4113 loss_bbox_4: 0.2378 loss_giou_4: 0.3837 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:38] d2.utils.events INFO: eta: 1 day, 7:02:56 iter: 53339 total_loss: 6.765 loss_ce: 0.3881 loss_bbox: 0.2332 loss_giou: 0.3751 loss_ce_0: 0.5773 loss_bbox_0: 0.3921 loss_giou_0: 0.5768 loss_ce_1: 0.4645 loss_bbox_1: 0.2684 loss_giou_1: 0.4246 loss_ce_2: 0.409 loss_bbox_2: 0.2468 loss_giou_2: 0.3854 loss_ce_3: 0.3832 loss_bbox_3: 0.2381 loss_giou_3: 0.3788 loss_ce_4: 0.3813 loss_bbox_4: 0.239 loss_giou_4: 0.3758 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:43] d2.utils.events INFO: eta: 1 day, 7:02:57 iter: 53359 total_loss: 6.66 loss_ce: 0.3899 loss_bbox: 0.2173 loss_giou: 0.3979 loss_ce_0: 0.568 loss_bbox_0: 0.3743 loss_giou_0: 0.6004 loss_ce_1: 0.4771 loss_bbox_1: 0.2578 loss_giou_1: 0.451 loss_ce_2: 0.4104 loss_bbox_2: 0.231 loss_giou_2: 0.4206 loss_ce_3: 0.3839 loss_bbox_3: 0.2217 loss_giou_3: 0.4078 loss_ce_4: 0.3936 loss_bbox_4: 0.2207 loss_giou_4: 0.3996 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:49] d2.utils.events INFO: eta: 1 day, 7:02:40 iter: 53379 total_loss: 6.904 loss_ce: 0.3987 loss_bbox: 0.2199 loss_giou: 0.3821 loss_ce_0: 0.569 loss_bbox_0: 0.3702 loss_giou_0: 0.5933 loss_ce_1: 0.4765 loss_bbox_1: 0.2563 loss_giou_1: 0.4356 loss_ce_2: 0.4223 loss_bbox_2: 0.2323 loss_giou_2: 0.3899 loss_ce_3: 0.393 loss_bbox_3: 0.2264 loss_giou_3: 0.3885 loss_ce_4: 0.3897 loss_bbox_4: 0.2214 loss_giou_4: 0.3871 time: 0.2803 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/02 17:32:55] d2.utils.events INFO: eta: 1 day, 7:02:32 iter: 53399 total_loss: 6.956 loss_ce: 0.3828 loss_bbox: 0.2418 loss_giou: 0.3854 loss_ce_0: 0.5825 loss_bbox_0: 0.4071 loss_giou_0: 0.5849 loss_ce_1: 0.479 loss_bbox_1: 0.2811 loss_giou_1: 0.4535 loss_ce_2: 0.4186 loss_bbox_2: 0.2528 loss_giou_2: 0.4137 loss_ce_3: 0.3972 loss_bbox_3: 0.2484 loss_giou_3: 0.3968 loss_ce_4: 0.3897 loss_bbox_4: 0.2453 loss_giou_4: 0.3904 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:00] d2.utils.events INFO: eta: 1 day, 7:02:28 iter: 53419 total_loss: 6.858 loss_ce: 0.3971 loss_bbox: 0.2141 loss_giou: 0.3804 loss_ce_0: 0.584 loss_bbox_0: 0.3659 loss_giou_0: 0.5779 loss_ce_1: 0.4683 loss_bbox_1: 0.2514 loss_giou_1: 0.4309 loss_ce_2: 0.4191 loss_bbox_2: 0.2264 loss_giou_2: 0.3907 loss_ce_3: 0.4011 loss_bbox_3: 0.2244 loss_giou_3: 0.3815 loss_ce_4: 0.3983 loss_bbox_4: 0.213 loss_giou_4: 0.3808 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:06] d2.utils.events INFO: eta: 1 day, 7:02:35 iter: 53439 total_loss: 6.938 loss_ce: 0.4276 loss_bbox: 0.2354 loss_giou: 0.3901 loss_ce_0: 0.5858 loss_bbox_0: 0.3945 loss_giou_0: 0.6045 loss_ce_1: 0.5055 loss_bbox_1: 0.2701 loss_giou_1: 0.441 loss_ce_2: 0.4492 loss_bbox_2: 0.2419 loss_giou_2: 0.4055 loss_ce_3: 0.4212 loss_bbox_3: 0.2408 loss_giou_3: 0.3923 loss_ce_4: 0.4266 loss_bbox_4: 0.2344 loss_giou_4: 0.3878 time: 0.2803 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:12] d2.utils.events INFO: eta: 1 day, 7:02:33 iter: 53459 total_loss: 6.82 loss_ce: 0.3824 loss_bbox: 0.2345 loss_giou: 0.4027 loss_ce_0: 0.5775 loss_bbox_0: 0.3869 loss_giou_0: 0.6114 loss_ce_1: 0.4863 loss_bbox_1: 0.2661 loss_giou_1: 0.4567 loss_ce_2: 0.424 loss_bbox_2: 0.2453 loss_giou_2: 0.4269 loss_ce_3: 0.4076 loss_bbox_3: 0.2461 loss_giou_3: 0.4109 loss_ce_4: 0.395 loss_bbox_4: 0.2409 loss_giou_4: 0.4052 time: 0.2803 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:17] d2.utils.events INFO: eta: 1 day, 7:03:17 iter: 53479 total_loss: 6.99 loss_ce: 0.4194 loss_bbox: 0.2243 loss_giou: 0.3815 loss_ce_0: 0.5758 loss_bbox_0: 0.3822 loss_giou_0: 0.5781 loss_ce_1: 0.4938 loss_bbox_1: 0.2781 loss_giou_1: 0.4278 loss_ce_2: 0.4471 loss_bbox_2: 0.2475 loss_giou_2: 0.3963 loss_ce_3: 0.4297 loss_bbox_3: 0.2306 loss_giou_3: 0.3833 loss_ce_4: 0.4192 loss_bbox_4: 0.2255 loss_giou_4: 0.3817 time: 0.2803 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:23] d2.utils.events INFO: eta: 1 day, 7:02:40 iter: 53499 total_loss: 7.003 loss_ce: 0.3773 loss_bbox: 0.2319 loss_giou: 0.4146 loss_ce_0: 0.5642 loss_bbox_0: 0.3723 loss_giou_0: 0.6103 loss_ce_1: 0.4631 loss_bbox_1: 0.2659 loss_giou_1: 0.4586 loss_ce_2: 0.4046 loss_bbox_2: 0.2458 loss_giou_2: 0.4296 loss_ce_3: 0.3801 loss_bbox_3: 0.2409 loss_giou_3: 0.4165 loss_ce_4: 0.3746 loss_bbox_4: 0.2357 loss_giou_4: 0.4155 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:29] d2.utils.events INFO: eta: 1 day, 7:02:23 iter: 53519 total_loss: 6.887 loss_ce: 0.3922 loss_bbox: 0.2368 loss_giou: 0.3974 loss_ce_0: 0.5705 loss_bbox_0: 0.3862 loss_giou_0: 0.5731 loss_ce_1: 0.4796 loss_bbox_1: 0.2763 loss_giou_1: 0.4463 loss_ce_2: 0.4325 loss_bbox_2: 0.2498 loss_giou_2: 0.4111 loss_ce_3: 0.4 loss_bbox_3: 0.2376 loss_giou_3: 0.4027 loss_ce_4: 0.3925 loss_bbox_4: 0.2328 loss_giou_4: 0.3981 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:35] d2.utils.events INFO: eta: 1 day, 7:02:13 iter: 53539 total_loss: 6.937 loss_ce: 0.384 loss_bbox: 0.2248 loss_giou: 0.3736 loss_ce_0: 0.5613 loss_bbox_0: 0.3765 loss_giou_0: 0.5739 loss_ce_1: 0.4626 loss_bbox_1: 0.2659 loss_giou_1: 0.4265 loss_ce_2: 0.4154 loss_bbox_2: 0.2412 loss_giou_2: 0.3948 loss_ce_3: 0.3973 loss_bbox_3: 0.2291 loss_giou_3: 0.3791 loss_ce_4: 0.3881 loss_bbox_4: 0.2292 loss_giou_4: 0.3778 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:40] d2.utils.events INFO: eta: 1 day, 7:02:08 iter: 53559 total_loss: 7.211 loss_ce: 0.4164 loss_bbox: 0.237 loss_giou: 0.4317 loss_ce_0: 0.5732 loss_bbox_0: 0.3802 loss_giou_0: 0.6177 loss_ce_1: 0.4816 loss_bbox_1: 0.2734 loss_giou_1: 0.4789 loss_ce_2: 0.4353 loss_bbox_2: 0.2461 loss_giou_2: 0.4441 loss_ce_3: 0.4123 loss_bbox_3: 0.2422 loss_giou_3: 0.4374 loss_ce_4: 0.407 loss_bbox_4: 0.2382 loss_giou_4: 0.4308 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:46] d2.utils.events INFO: eta: 1 day, 7:02:06 iter: 53579 total_loss: 7.207 loss_ce: 0.4248 loss_bbox: 0.2497 loss_giou: 0.4028 loss_ce_0: 0.5984 loss_bbox_0: 0.3813 loss_giou_0: 0.6066 loss_ce_1: 0.5055 loss_bbox_1: 0.2811 loss_giou_1: 0.4649 loss_ce_2: 0.4614 loss_bbox_2: 0.2556 loss_giou_2: 0.4326 loss_ce_3: 0.4446 loss_bbox_3: 0.2555 loss_giou_3: 0.416 loss_ce_4: 0.4248 loss_bbox_4: 0.2534 loss_giou_4: 0.4068 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:52] d2.utils.events INFO: eta: 1 day, 7:02:09 iter: 53599 total_loss: 7.1 loss_ce: 0.4015 loss_bbox: 0.233 loss_giou: 0.405 loss_ce_0: 0.5924 loss_bbox_0: 0.3877 loss_giou_0: 0.5786 loss_ce_1: 0.4807 loss_bbox_1: 0.2698 loss_giou_1: 0.4626 loss_ce_2: 0.4294 loss_bbox_2: 0.252 loss_giou_2: 0.4264 loss_ce_3: 0.4004 loss_bbox_3: 0.2467 loss_giou_3: 0.4228 loss_ce_4: 0.3938 loss_bbox_4: 0.239 loss_giou_4: 0.4158 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 17:33:58] d2.utils.events INFO: eta: 1 day, 7:03:02 iter: 53619 total_loss: 6.731 loss_ce: 0.3804 loss_bbox: 0.2325 loss_giou: 0.3833 loss_ce_0: 0.5671 loss_bbox_0: 0.3702 loss_giou_0: 0.5794 loss_ce_1: 0.4671 loss_bbox_1: 0.2716 loss_giou_1: 0.4392 loss_ce_2: 0.4213 loss_bbox_2: 0.2438 loss_giou_2: 0.4041 loss_ce_3: 0.3897 loss_bbox_3: 0.2336 loss_giou_3: 0.3951 loss_ce_4: 0.3768 loss_bbox_4: 0.2337 loss_giou_4: 0.3879 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:03] d2.utils.events INFO: eta: 1 day, 7:02:43 iter: 53639 total_loss: 6.818 loss_ce: 0.3933 loss_bbox: 0.2329 loss_giou: 0.3903 loss_ce_0: 0.5762 loss_bbox_0: 0.3863 loss_giou_0: 0.5818 loss_ce_1: 0.487 loss_bbox_1: 0.2758 loss_giou_1: 0.4326 loss_ce_2: 0.4388 loss_bbox_2: 0.2501 loss_giou_2: 0.4126 loss_ce_3: 0.4043 loss_bbox_3: 0.2396 loss_giou_3: 0.4025 loss_ce_4: 0.3917 loss_bbox_4: 0.2326 loss_giou_4: 0.3929 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:09] d2.utils.events INFO: eta: 1 day, 7:02:30 iter: 53659 total_loss: 7.048 loss_ce: 0.3935 loss_bbox: 0.2334 loss_giou: 0.3806 loss_ce_0: 0.5831 loss_bbox_0: 0.3939 loss_giou_0: 0.5712 loss_ce_1: 0.4863 loss_bbox_1: 0.2828 loss_giou_1: 0.4301 loss_ce_2: 0.4306 loss_bbox_2: 0.2491 loss_giou_2: 0.3893 loss_ce_3: 0.4058 loss_bbox_3: 0.2422 loss_giou_3: 0.3859 loss_ce_4: 0.3955 loss_bbox_4: 0.2378 loss_giou_4: 0.3819 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:15] d2.utils.events INFO: eta: 1 day, 7:03:53 iter: 53679 total_loss: 6.87 loss_ce: 0.3917 loss_bbox: 0.248 loss_giou: 0.4165 loss_ce_0: 0.5707 loss_bbox_0: 0.3771 loss_giou_0: 0.5914 loss_ce_1: 0.4581 loss_bbox_1: 0.2755 loss_giou_1: 0.4546 loss_ce_2: 0.4148 loss_bbox_2: 0.2565 loss_giou_2: 0.4387 loss_ce_3: 0.4007 loss_bbox_3: 0.2468 loss_giou_3: 0.4248 loss_ce_4: 0.3972 loss_bbox_4: 0.2467 loss_giou_4: 0.419 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:20] d2.utils.events INFO: eta: 1 day, 7:03:34 iter: 53699 total_loss: 6.801 loss_ce: 0.3825 loss_bbox: 0.216 loss_giou: 0.4033 loss_ce_0: 0.5618 loss_bbox_0: 0.3641 loss_giou_0: 0.6052 loss_ce_1: 0.4634 loss_bbox_1: 0.2487 loss_giou_1: 0.4693 loss_ce_2: 0.4278 loss_bbox_2: 0.2303 loss_giou_2: 0.4223 loss_ce_3: 0.3947 loss_bbox_3: 0.2243 loss_giou_3: 0.4145 loss_ce_4: 0.3846 loss_bbox_4: 0.2185 loss_giou_4: 0.4085 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:26] d2.utils.events INFO: eta: 1 day, 7:03:11 iter: 53719 total_loss: 6.801 loss_ce: 0.3733 loss_bbox: 0.2163 loss_giou: 0.3857 loss_ce_0: 0.5682 loss_bbox_0: 0.3783 loss_giou_0: 0.5742 loss_ce_1: 0.4723 loss_bbox_1: 0.2559 loss_giou_1: 0.4357 loss_ce_2: 0.4258 loss_bbox_2: 0.2276 loss_giou_2: 0.3955 loss_ce_3: 0.3864 loss_bbox_3: 0.2197 loss_giou_3: 0.3974 loss_ce_4: 0.3792 loss_bbox_4: 0.2194 loss_giou_4: 0.3897 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:32] d2.utils.events INFO: eta: 1 day, 7:03:36 iter: 53739 total_loss: 6.746 loss_ce: 0.3988 loss_bbox: 0.2199 loss_giou: 0.3764 loss_ce_0: 0.5694 loss_bbox_0: 0.3807 loss_giou_0: 0.6069 loss_ce_1: 0.4608 loss_bbox_1: 0.2608 loss_giou_1: 0.4289 loss_ce_2: 0.4204 loss_bbox_2: 0.2297 loss_giou_2: 0.3935 loss_ce_3: 0.4035 loss_bbox_3: 0.2267 loss_giou_3: 0.3828 loss_ce_4: 0.3961 loss_bbox_4: 0.2208 loss_giou_4: 0.3748 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:38] d2.utils.events INFO: eta: 1 day, 7:03:00 iter: 53759 total_loss: 7.338 loss_ce: 0.4168 loss_bbox: 0.2405 loss_giou: 0.4139 loss_ce_0: 0.5933 loss_bbox_0: 0.4032 loss_giou_0: 0.5979 loss_ce_1: 0.5118 loss_bbox_1: 0.2928 loss_giou_1: 0.4608 loss_ce_2: 0.4578 loss_bbox_2: 0.2684 loss_giou_2: 0.4331 loss_ce_3: 0.4322 loss_bbox_3: 0.2548 loss_giou_3: 0.4175 loss_ce_4: 0.426 loss_bbox_4: 0.2456 loss_giou_4: 0.4123 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:43] d2.utils.events INFO: eta: 1 day, 7:02:37 iter: 53779 total_loss: 6.978 loss_ce: 0.4294 loss_bbox: 0.231 loss_giou: 0.3788 loss_ce_0: 0.585 loss_bbox_0: 0.3989 loss_giou_0: 0.5624 loss_ce_1: 0.4973 loss_bbox_1: 0.2689 loss_giou_1: 0.4302 loss_ce_2: 0.4443 loss_bbox_2: 0.2413 loss_giou_2: 0.3995 loss_ce_3: 0.4245 loss_bbox_3: 0.2395 loss_giou_3: 0.3864 loss_ce_4: 0.4137 loss_bbox_4: 0.238 loss_giou_4: 0.3792 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:49] d2.utils.events INFO: eta: 1 day, 7:02:31 iter: 53799 total_loss: 6.775 loss_ce: 0.3936 loss_bbox: 0.2243 loss_giou: 0.3883 loss_ce_0: 0.5748 loss_bbox_0: 0.3768 loss_giou_0: 0.5851 loss_ce_1: 0.4714 loss_bbox_1: 0.2545 loss_giou_1: 0.4394 loss_ce_2: 0.4235 loss_bbox_2: 0.2364 loss_giou_2: 0.4071 loss_ce_3: 0.3976 loss_bbox_3: 0.2382 loss_giou_3: 0.3921 loss_ce_4: 0.396 loss_bbox_4: 0.2307 loss_giou_4: 0.3844 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:34:55] d2.utils.events INFO: eta: 1 day, 7:02:05 iter: 53819 total_loss: 6.927 loss_ce: 0.4176 loss_bbox: 0.227 loss_giou: 0.367 loss_ce_0: 0.5908 loss_bbox_0: 0.392 loss_giou_0: 0.5784 loss_ce_1: 0.5006 loss_bbox_1: 0.277 loss_giou_1: 0.4299 loss_ce_2: 0.4434 loss_bbox_2: 0.2395 loss_giou_2: 0.3831 loss_ce_3: 0.4261 loss_bbox_3: 0.2327 loss_giou_3: 0.3724 loss_ce_4: 0.4101 loss_bbox_4: 0.2307 loss_giou_4: 0.3665 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:00] d2.utils.events INFO: eta: 1 day, 7:01:01 iter: 53839 total_loss: 6.853 loss_ce: 0.3976 loss_bbox: 0.2232 loss_giou: 0.3893 loss_ce_0: 0.5547 loss_bbox_0: 0.3841 loss_giou_0: 0.5775 loss_ce_1: 0.4686 loss_bbox_1: 0.2628 loss_giou_1: 0.433 loss_ce_2: 0.4177 loss_bbox_2: 0.2411 loss_giou_2: 0.4004 loss_ce_3: 0.3992 loss_bbox_3: 0.23 loss_giou_3: 0.3947 loss_ce_4: 0.4014 loss_bbox_4: 0.2259 loss_giou_4: 0.3888 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:06] d2.utils.events INFO: eta: 1 day, 7:00:47 iter: 53859 total_loss: 6.975 loss_ce: 0.3992 loss_bbox: 0.2306 loss_giou: 0.3898 loss_ce_0: 0.5739 loss_bbox_0: 0.3808 loss_giou_0: 0.5958 loss_ce_1: 0.4752 loss_bbox_1: 0.2678 loss_giou_1: 0.4457 loss_ce_2: 0.4225 loss_bbox_2: 0.2486 loss_giou_2: 0.4072 loss_ce_3: 0.4075 loss_bbox_3: 0.2385 loss_giou_3: 0.3976 loss_ce_4: 0.3953 loss_bbox_4: 0.2325 loss_giou_4: 0.3958 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:12] d2.utils.events INFO: eta: 1 day, 7:01:15 iter: 53879 total_loss: 6.961 loss_ce: 0.3982 loss_bbox: 0.227 loss_giou: 0.4016 loss_ce_0: 0.5685 loss_bbox_0: 0.366 loss_giou_0: 0.5903 loss_ce_1: 0.475 loss_bbox_1: 0.2704 loss_giou_1: 0.4518 loss_ce_2: 0.4242 loss_bbox_2: 0.2394 loss_giou_2: 0.416 loss_ce_3: 0.4074 loss_bbox_3: 0.229 loss_giou_3: 0.4075 loss_ce_4: 0.3996 loss_bbox_4: 0.2285 loss_giou_4: 0.4025 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:17] d2.utils.events INFO: eta: 1 day, 7:00:36 iter: 53899 total_loss: 6.883 loss_ce: 0.3916 loss_bbox: 0.2143 loss_giou: 0.3829 loss_ce_0: 0.5584 loss_bbox_0: 0.3868 loss_giou_0: 0.5821 loss_ce_1: 0.4761 loss_bbox_1: 0.2588 loss_giou_1: 0.4384 loss_ce_2: 0.4191 loss_bbox_2: 0.225 loss_giou_2: 0.3968 loss_ce_3: 0.4002 loss_bbox_3: 0.2196 loss_giou_3: 0.3885 loss_ce_4: 0.3924 loss_bbox_4: 0.215 loss_giou_4: 0.3828 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:23] d2.utils.events INFO: eta: 1 day, 7:00:30 iter: 53919 total_loss: 6.951 loss_ce: 0.3937 loss_bbox: 0.22 loss_giou: 0.3803 loss_ce_0: 0.5874 loss_bbox_0: 0.379 loss_giou_0: 0.6003 loss_ce_1: 0.4795 loss_bbox_1: 0.2605 loss_giou_1: 0.4383 loss_ce_2: 0.4201 loss_bbox_2: 0.2372 loss_giou_2: 0.3986 loss_ce_3: 0.4024 loss_bbox_3: 0.2228 loss_giou_3: 0.3863 loss_ce_4: 0.3931 loss_bbox_4: 0.2199 loss_giou_4: 0.3851 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:29] d2.utils.events INFO: eta: 1 day, 7:00:42 iter: 53939 total_loss: 7.147 loss_ce: 0.4094 loss_bbox: 0.2499 loss_giou: 0.4111 loss_ce_0: 0.5892 loss_bbox_0: 0.3937 loss_giou_0: 0.5987 loss_ce_1: 0.4886 loss_bbox_1: 0.2854 loss_giou_1: 0.4627 loss_ce_2: 0.4514 loss_bbox_2: 0.2591 loss_giou_2: 0.4163 loss_ce_3: 0.4183 loss_bbox_3: 0.2498 loss_giou_3: 0.4162 loss_ce_4: 0.415 loss_bbox_4: 0.2503 loss_giou_4: 0.4138 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:34] d2.utils.events INFO: eta: 1 day, 7:01:05 iter: 53959 total_loss: 7.044 loss_ce: 0.4085 loss_bbox: 0.2246 loss_giou: 0.3974 loss_ce_0: 0.5595 loss_bbox_0: 0.3732 loss_giou_0: 0.5881 loss_ce_1: 0.469 loss_bbox_1: 0.2672 loss_giou_1: 0.4567 loss_ce_2: 0.4209 loss_bbox_2: 0.2335 loss_giou_2: 0.4119 loss_ce_3: 0.4078 loss_bbox_3: 0.2294 loss_giou_3: 0.4022 loss_ce_4: 0.4038 loss_bbox_4: 0.2265 loss_giou_4: 0.3992 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:40] d2.utils.events INFO: eta: 1 day, 7:00:30 iter: 53979 total_loss: 7.034 loss_ce: 0.389 loss_bbox: 0.2301 loss_giou: 0.3978 loss_ce_0: 0.5811 loss_bbox_0: 0.3964 loss_giou_0: 0.6036 loss_ce_1: 0.4753 loss_bbox_1: 0.2701 loss_giou_1: 0.4513 loss_ce_2: 0.4359 loss_bbox_2: 0.2446 loss_giou_2: 0.4154 loss_ce_3: 0.4063 loss_bbox_3: 0.2373 loss_giou_3: 0.4045 loss_ce_4: 0.3994 loss_bbox_4: 0.2326 loss_giou_4: 0.399 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:46] d2.utils.events INFO: eta: 1 day, 7:00:16 iter: 53999 total_loss: 6.477 loss_ce: 0.3808 loss_bbox: 0.2054 loss_giou: 0.3606 loss_ce_0: 0.5491 loss_bbox_0: 0.3638 loss_giou_0: 0.569 loss_ce_1: 0.4593 loss_bbox_1: 0.252 loss_giou_1: 0.4213 loss_ce_2: 0.4142 loss_bbox_2: 0.2232 loss_giou_2: 0.3818 loss_ce_3: 0.3971 loss_bbox_3: 0.2143 loss_giou_3: 0.3663 loss_ce_4: 0.3863 loss_bbox_4: 0.207 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:51] d2.utils.events INFO: eta: 1 day, 7:00:02 iter: 54019 total_loss: 6.934 loss_ce: 0.3904 loss_bbox: 0.2339 loss_giou: 0.3902 loss_ce_0: 0.5598 loss_bbox_0: 0.3962 loss_giou_0: 0.5996 loss_ce_1: 0.4764 loss_bbox_1: 0.2885 loss_giou_1: 0.4524 loss_ce_2: 0.4246 loss_bbox_2: 0.2543 loss_giou_2: 0.4138 loss_ce_3: 0.4031 loss_bbox_3: 0.2385 loss_giou_3: 0.3985 loss_ce_4: 0.3866 loss_bbox_4: 0.2411 loss_giou_4: 0.391 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:35:57] d2.utils.events INFO: eta: 1 day, 6:59:50 iter: 54039 total_loss: 6.959 loss_ce: 0.3826 loss_bbox: 0.2017 loss_giou: 0.3975 loss_ce_0: 0.5855 loss_bbox_0: 0.3733 loss_giou_0: 0.616 loss_ce_1: 0.4676 loss_bbox_1: 0.2534 loss_giou_1: 0.4602 loss_ce_2: 0.4143 loss_bbox_2: 0.226 loss_giou_2: 0.4188 loss_ce_3: 0.3921 loss_bbox_3: 0.217 loss_giou_3: 0.4017 loss_ce_4: 0.3796 loss_bbox_4: 0.2037 loss_giou_4: 0.399 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:03] d2.utils.events INFO: eta: 1 day, 6:59:47 iter: 54059 total_loss: 7.323 loss_ce: 0.4289 loss_bbox: 0.2267 loss_giou: 0.3954 loss_ce_0: 0.592 loss_bbox_0: 0.3929 loss_giou_0: 0.609 loss_ce_1: 0.4968 loss_bbox_1: 0.2644 loss_giou_1: 0.4415 loss_ce_2: 0.4439 loss_bbox_2: 0.2357 loss_giou_2: 0.4133 loss_ce_3: 0.4293 loss_bbox_3: 0.2287 loss_giou_3: 0.4063 loss_ce_4: 0.4301 loss_bbox_4: 0.2299 loss_giou_4: 0.397 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:08] d2.utils.events INFO: eta: 1 day, 6:59:39 iter: 54079 total_loss: 7.067 loss_ce: 0.4181 loss_bbox: 0.2364 loss_giou: 0.3937 loss_ce_0: 0.5933 loss_bbox_0: 0.3875 loss_giou_0: 0.5841 loss_ce_1: 0.4804 loss_bbox_1: 0.2694 loss_giou_1: 0.4486 loss_ce_2: 0.4398 loss_bbox_2: 0.2532 loss_giou_2: 0.4264 loss_ce_3: 0.4216 loss_bbox_3: 0.2367 loss_giou_3: 0.4052 loss_ce_4: 0.4156 loss_bbox_4: 0.2354 loss_giou_4: 0.4006 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:14] d2.utils.events INFO: eta: 1 day, 6:59:25 iter: 54099 total_loss: 6.884 loss_ce: 0.4047 loss_bbox: 0.2291 loss_giou: 0.3668 loss_ce_0: 0.5709 loss_bbox_0: 0.3804 loss_giou_0: 0.5786 loss_ce_1: 0.4799 loss_bbox_1: 0.2817 loss_giou_1: 0.4325 loss_ce_2: 0.4351 loss_bbox_2: 0.2486 loss_giou_2: 0.3953 loss_ce_3: 0.4085 loss_bbox_3: 0.2335 loss_giou_3: 0.3824 loss_ce_4: 0.4061 loss_bbox_4: 0.2316 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:20] d2.utils.events INFO: eta: 1 day, 6:59:18 iter: 54119 total_loss: 6.799 loss_ce: 0.4011 loss_bbox: 0.2355 loss_giou: 0.366 loss_ce_0: 0.5641 loss_bbox_0: 0.3948 loss_giou_0: 0.582 loss_ce_1: 0.4645 loss_bbox_1: 0.2846 loss_giou_1: 0.4275 loss_ce_2: 0.4253 loss_bbox_2: 0.2548 loss_giou_2: 0.389 loss_ce_3: 0.4014 loss_bbox_3: 0.2414 loss_giou_3: 0.3755 loss_ce_4: 0.4012 loss_bbox_4: 0.2322 loss_giou_4: 0.3697 time: 0.2803 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:26] d2.utils.events INFO: eta: 1 day, 6:59:19 iter: 54139 total_loss: 6.987 loss_ce: 0.3963 loss_bbox: 0.2294 loss_giou: 0.3956 loss_ce_0: 0.5746 loss_bbox_0: 0.3824 loss_giou_0: 0.6045 loss_ce_1: 0.4841 loss_bbox_1: 0.2629 loss_giou_1: 0.4503 loss_ce_2: 0.4275 loss_bbox_2: 0.251 loss_giou_2: 0.4133 loss_ce_3: 0.4038 loss_bbox_3: 0.2313 loss_giou_3: 0.3972 loss_ce_4: 0.3894 loss_bbox_4: 0.2295 loss_giou_4: 0.3959 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:31] d2.utils.events INFO: eta: 1 day, 6:59:18 iter: 54159 total_loss: 7.216 loss_ce: 0.4104 loss_bbox: 0.2326 loss_giou: 0.4251 loss_ce_0: 0.5819 loss_bbox_0: 0.3825 loss_giou_0: 0.6122 loss_ce_1: 0.4808 loss_bbox_1: 0.2672 loss_giou_1: 0.4786 loss_ce_2: 0.4324 loss_bbox_2: 0.2466 loss_giou_2: 0.435 loss_ce_3: 0.4023 loss_bbox_3: 0.2456 loss_giou_3: 0.4279 loss_ce_4: 0.4041 loss_bbox_4: 0.2361 loss_giou_4: 0.4246 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:37] d2.utils.events INFO: eta: 1 day, 6:59:12 iter: 54179 total_loss: 7.203 loss_ce: 0.4358 loss_bbox: 0.2494 loss_giou: 0.4102 loss_ce_0: 0.602 loss_bbox_0: 0.4088 loss_giou_0: 0.6083 loss_ce_1: 0.5069 loss_bbox_1: 0.2925 loss_giou_1: 0.4735 loss_ce_2: 0.4537 loss_bbox_2: 0.2611 loss_giou_2: 0.4269 loss_ce_3: 0.4304 loss_bbox_3: 0.254 loss_giou_3: 0.4193 loss_ce_4: 0.4273 loss_bbox_4: 0.2464 loss_giou_4: 0.4139 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:43] d2.utils.events INFO: eta: 1 day, 6:59:34 iter: 54199 total_loss: 6.618 loss_ce: 0.3819 loss_bbox: 0.2165 loss_giou: 0.3705 loss_ce_0: 0.5796 loss_bbox_0: 0.3807 loss_giou_0: 0.5542 loss_ce_1: 0.4722 loss_bbox_1: 0.2577 loss_giou_1: 0.4255 loss_ce_2: 0.4187 loss_bbox_2: 0.2267 loss_giou_2: 0.3841 loss_ce_3: 0.3903 loss_bbox_3: 0.2271 loss_giou_3: 0.3763 loss_ce_4: 0.3817 loss_bbox_4: 0.2215 loss_giou_4: 0.3698 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:48] d2.utils.events INFO: eta: 1 day, 6:59:41 iter: 54219 total_loss: 6.945 loss_ce: 0.3918 loss_bbox: 0.2302 loss_giou: 0.3984 loss_ce_0: 0.567 loss_bbox_0: 0.3766 loss_giou_0: 0.6163 loss_ce_1: 0.5011 loss_bbox_1: 0.2609 loss_giou_1: 0.4603 loss_ce_2: 0.4312 loss_bbox_2: 0.2397 loss_giou_2: 0.418 loss_ce_3: 0.3911 loss_bbox_3: 0.2354 loss_giou_3: 0.4044 loss_ce_4: 0.3905 loss_bbox_4: 0.2326 loss_giou_4: 0.4001 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:36:54] d2.utils.events INFO: eta: 1 day, 6:59:35 iter: 54239 total_loss: 6.952 loss_ce: 0.4228 loss_bbox: 0.2164 loss_giou: 0.387 loss_ce_0: 0.5916 loss_bbox_0: 0.3776 loss_giou_0: 0.5922 loss_ce_1: 0.5039 loss_bbox_1: 0.2476 loss_giou_1: 0.44 loss_ce_2: 0.4538 loss_bbox_2: 0.2222 loss_giou_2: 0.4019 loss_ce_3: 0.43 loss_bbox_3: 0.2192 loss_giou_3: 0.3919 loss_ce_4: 0.4216 loss_bbox_4: 0.2162 loss_giou_4: 0.3831 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:00] d2.utils.events INFO: eta: 1 day, 6:59:46 iter: 54259 total_loss: 6.836 loss_ce: 0.3905 loss_bbox: 0.2246 loss_giou: 0.38 loss_ce_0: 0.5418 loss_bbox_0: 0.382 loss_giou_0: 0.5921 loss_ce_1: 0.4544 loss_bbox_1: 0.2714 loss_giou_1: 0.4464 loss_ce_2: 0.4114 loss_bbox_2: 0.2422 loss_giou_2: 0.4004 loss_ce_3: 0.3966 loss_bbox_3: 0.237 loss_giou_3: 0.3902 loss_ce_4: 0.394 loss_bbox_4: 0.2301 loss_giou_4: 0.3842 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:05] d2.utils.events INFO: eta: 1 day, 7:00:38 iter: 54279 total_loss: 6.927 loss_ce: 0.3899 loss_bbox: 0.2351 loss_giou: 0.3846 loss_ce_0: 0.5639 loss_bbox_0: 0.3961 loss_giou_0: 0.5952 loss_ce_1: 0.467 loss_bbox_1: 0.2772 loss_giou_1: 0.447 loss_ce_2: 0.4241 loss_bbox_2: 0.2489 loss_giou_2: 0.4157 loss_ce_3: 0.393 loss_bbox_3: 0.2397 loss_giou_3: 0.3963 loss_ce_4: 0.3922 loss_bbox_4: 0.2388 loss_giou_4: 0.3858 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:11] d2.utils.events INFO: eta: 1 day, 7:00:32 iter: 54299 total_loss: 6.844 loss_ce: 0.4019 loss_bbox: 0.2293 loss_giou: 0.3693 loss_ce_0: 0.5818 loss_bbox_0: 0.3952 loss_giou_0: 0.5743 loss_ce_1: 0.4967 loss_bbox_1: 0.2691 loss_giou_1: 0.4229 loss_ce_2: 0.4448 loss_bbox_2: 0.2455 loss_giou_2: 0.3888 loss_ce_3: 0.4125 loss_bbox_3: 0.2375 loss_giou_3: 0.3819 loss_ce_4: 0.4091 loss_bbox_4: 0.229 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:17] d2.utils.events INFO: eta: 1 day, 7:01:26 iter: 54319 total_loss: 6.68 loss_ce: 0.3944 loss_bbox: 0.2082 loss_giou: 0.3963 loss_ce_0: 0.5759 loss_bbox_0: 0.3525 loss_giou_0: 0.5783 loss_ce_1: 0.4799 loss_bbox_1: 0.2418 loss_giou_1: 0.447 loss_ce_2: 0.4178 loss_bbox_2: 0.2173 loss_giou_2: 0.4148 loss_ce_3: 0.3828 loss_bbox_3: 0.2088 loss_giou_3: 0.4017 loss_ce_4: 0.3817 loss_bbox_4: 0.2075 loss_giou_4: 0.3987 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:23] d2.utils.events INFO: eta: 1 day, 7:01:22 iter: 54339 total_loss: 7.164 loss_ce: 0.4124 loss_bbox: 0.2457 loss_giou: 0.392 loss_ce_0: 0.5906 loss_bbox_0: 0.3921 loss_giou_0: 0.6008 loss_ce_1: 0.4949 loss_bbox_1: 0.2686 loss_giou_1: 0.4452 loss_ce_2: 0.444 loss_bbox_2: 0.2535 loss_giou_2: 0.4113 loss_ce_3: 0.4124 loss_bbox_3: 0.2495 loss_giou_3: 0.4018 loss_ce_4: 0.4061 loss_bbox_4: 0.2481 loss_giou_4: 0.3961 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:28] d2.utils.events INFO: eta: 1 day, 7:00:43 iter: 54359 total_loss: 7.002 loss_ce: 0.4327 loss_bbox: 0.2249 loss_giou: 0.3877 loss_ce_0: 0.5758 loss_bbox_0: 0.3654 loss_giou_0: 0.5831 loss_ce_1: 0.4921 loss_bbox_1: 0.2512 loss_giou_1: 0.4334 loss_ce_2: 0.457 loss_bbox_2: 0.2369 loss_giou_2: 0.3964 loss_ce_3: 0.4346 loss_bbox_3: 0.2347 loss_giou_3: 0.3933 loss_ce_4: 0.4345 loss_bbox_4: 0.2267 loss_giou_4: 0.3913 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:34] d2.utils.events INFO: eta: 1 day, 7:00:58 iter: 54379 total_loss: 6.87 loss_ce: 0.4083 loss_bbox: 0.2361 loss_giou: 0.3797 loss_ce_0: 0.5687 loss_bbox_0: 0.3705 loss_giou_0: 0.5735 loss_ce_1: 0.4796 loss_bbox_1: 0.2656 loss_giou_1: 0.4403 loss_ce_2: 0.4286 loss_bbox_2: 0.236 loss_giou_2: 0.3976 loss_ce_3: 0.4063 loss_bbox_3: 0.241 loss_giou_3: 0.3886 loss_ce_4: 0.4047 loss_bbox_4: 0.2375 loss_giou_4: 0.3796 time: 0.2803 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:40] d2.utils.events INFO: eta: 1 day, 7:01:03 iter: 54399 total_loss: 6.989 loss_ce: 0.3948 loss_bbox: 0.2268 loss_giou: 0.3742 loss_ce_0: 0.5883 loss_bbox_0: 0.3749 loss_giou_0: 0.581 loss_ce_1: 0.4789 loss_bbox_1: 0.2685 loss_giou_1: 0.4327 loss_ce_2: 0.4325 loss_bbox_2: 0.2417 loss_giou_2: 0.3939 loss_ce_3: 0.4075 loss_bbox_3: 0.2357 loss_giou_3: 0.3817 loss_ce_4: 0.4007 loss_bbox_4: 0.2309 loss_giou_4: 0.3776 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:45] d2.utils.events INFO: eta: 1 day, 7:01:17 iter: 54419 total_loss: 6.863 loss_ce: 0.3995 loss_bbox: 0.2131 loss_giou: 0.382 loss_ce_0: 0.5655 loss_bbox_0: 0.3536 loss_giou_0: 0.5814 loss_ce_1: 0.4704 loss_bbox_1: 0.2497 loss_giou_1: 0.4304 loss_ce_2: 0.4178 loss_bbox_2: 0.2312 loss_giou_2: 0.3924 loss_ce_3: 0.402 loss_bbox_3: 0.2215 loss_giou_3: 0.3816 loss_ce_4: 0.3963 loss_bbox_4: 0.2164 loss_giou_4: 0.3779 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:51] d2.utils.events INFO: eta: 1 day, 7:00:43 iter: 54439 total_loss: 6.932 loss_ce: 0.3915 loss_bbox: 0.2357 loss_giou: 0.3766 loss_ce_0: 0.5753 loss_bbox_0: 0.3966 loss_giou_0: 0.5781 loss_ce_1: 0.4572 loss_bbox_1: 0.2882 loss_giou_1: 0.4285 loss_ce_2: 0.4043 loss_bbox_2: 0.2514 loss_giou_2: 0.3877 loss_ce_3: 0.3887 loss_bbox_3: 0.2554 loss_giou_3: 0.3798 loss_ce_4: 0.3882 loss_bbox_4: 0.2353 loss_giou_4: 0.3786 time: 0.2803 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 17:37:57] d2.utils.events INFO: eta: 1 day, 7:00:02 iter: 54459 total_loss: 6.77 loss_ce: 0.3911 loss_bbox: 0.2131 loss_giou: 0.4022 loss_ce_0: 0.5761 loss_bbox_0: 0.3565 loss_giou_0: 0.5929 loss_ce_1: 0.4659 loss_bbox_1: 0.2468 loss_giou_1: 0.4453 loss_ce_2: 0.4112 loss_bbox_2: 0.2247 loss_giou_2: 0.412 loss_ce_3: 0.3996 loss_bbox_3: 0.2191 loss_giou_3: 0.41 loss_ce_4: 0.3917 loss_bbox_4: 0.2136 loss_giou_4: 0.4039 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:02] d2.utils.events INFO: eta: 1 day, 6:59:06 iter: 54479 total_loss: 6.764 loss_ce: 0.3919 loss_bbox: 0.2402 loss_giou: 0.3807 loss_ce_0: 0.5767 loss_bbox_0: 0.3887 loss_giou_0: 0.5658 loss_ce_1: 0.484 loss_bbox_1: 0.2744 loss_giou_1: 0.4241 loss_ce_2: 0.4236 loss_bbox_2: 0.2526 loss_giou_2: 0.3971 loss_ce_3: 0.3964 loss_bbox_3: 0.2474 loss_giou_3: 0.3897 loss_ce_4: 0.3928 loss_bbox_4: 0.2408 loss_giou_4: 0.3814 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:08] d2.utils.events INFO: eta: 1 day, 6:59:00 iter: 54499 total_loss: 6.813 loss_ce: 0.3897 loss_bbox: 0.2312 loss_giou: 0.3727 loss_ce_0: 0.5506 loss_bbox_0: 0.3751 loss_giou_0: 0.5853 loss_ce_1: 0.4609 loss_bbox_1: 0.2704 loss_giou_1: 0.4339 loss_ce_2: 0.4159 loss_bbox_2: 0.2443 loss_giou_2: 0.3812 loss_ce_3: 0.3953 loss_bbox_3: 0.2327 loss_giou_3: 0.3796 loss_ce_4: 0.3905 loss_bbox_4: 0.2345 loss_giou_4: 0.3772 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:14] d2.utils.events INFO: eta: 1 day, 6:59:45 iter: 54519 total_loss: 6.947 loss_ce: 0.4055 loss_bbox: 0.248 loss_giou: 0.402 loss_ce_0: 0.5784 loss_bbox_0: 0.3786 loss_giou_0: 0.597 loss_ce_1: 0.488 loss_bbox_1: 0.2686 loss_giou_1: 0.4497 loss_ce_2: 0.4255 loss_bbox_2: 0.2549 loss_giou_2: 0.4234 loss_ce_3: 0.4067 loss_bbox_3: 0.2532 loss_giou_3: 0.4082 loss_ce_4: 0.4134 loss_bbox_4: 0.2468 loss_giou_4: 0.4055 time: 0.2803 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:20] d2.utils.events INFO: eta: 1 day, 6:59:39 iter: 54539 total_loss: 6.795 loss_ce: 0.3922 loss_bbox: 0.2199 loss_giou: 0.3927 loss_ce_0: 0.5642 loss_bbox_0: 0.3813 loss_giou_0: 0.5749 loss_ce_1: 0.4714 loss_bbox_1: 0.2641 loss_giou_1: 0.4424 loss_ce_2: 0.4266 loss_bbox_2: 0.2421 loss_giou_2: 0.4159 loss_ce_3: 0.3913 loss_bbox_3: 0.2328 loss_giou_3: 0.4032 loss_ce_4: 0.3922 loss_bbox_4: 0.2248 loss_giou_4: 0.3961 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:25] d2.utils.events INFO: eta: 1 day, 6:59:02 iter: 54559 total_loss: 6.81 loss_ce: 0.3916 loss_bbox: 0.2424 loss_giou: 0.395 loss_ce_0: 0.5685 loss_bbox_0: 0.3957 loss_giou_0: 0.5829 loss_ce_1: 0.4609 loss_bbox_1: 0.2776 loss_giou_1: 0.4353 loss_ce_2: 0.4178 loss_bbox_2: 0.2577 loss_giou_2: 0.4046 loss_ce_3: 0.3908 loss_bbox_3: 0.2475 loss_giou_3: 0.3992 loss_ce_4: 0.388 loss_bbox_4: 0.2478 loss_giou_4: 0.3962 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:31] d2.utils.events INFO: eta: 1 day, 6:58:50 iter: 54579 total_loss: 6.971 loss_ce: 0.3976 loss_bbox: 0.224 loss_giou: 0.3837 loss_ce_0: 0.5733 loss_bbox_0: 0.3969 loss_giou_0: 0.6078 loss_ce_1: 0.4693 loss_bbox_1: 0.2718 loss_giou_1: 0.4403 loss_ce_2: 0.4301 loss_bbox_2: 0.2372 loss_giou_2: 0.4036 loss_ce_3: 0.4085 loss_bbox_3: 0.2269 loss_giou_3: 0.3882 loss_ce_4: 0.4058 loss_bbox_4: 0.2254 loss_giou_4: 0.3844 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:37] d2.utils.events INFO: eta: 1 day, 6:58:35 iter: 54599 total_loss: 6.881 loss_ce: 0.3852 loss_bbox: 0.2277 loss_giou: 0.4047 loss_ce_0: 0.5817 loss_bbox_0: 0.3621 loss_giou_0: 0.6173 loss_ce_1: 0.464 loss_bbox_1: 0.2586 loss_giou_1: 0.4682 loss_ce_2: 0.4218 loss_bbox_2: 0.2352 loss_giou_2: 0.424 loss_ce_3: 0.3933 loss_bbox_3: 0.2338 loss_giou_3: 0.4198 loss_ce_4: 0.388 loss_bbox_4: 0.2289 loss_giou_4: 0.4131 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:42] d2.utils.events INFO: eta: 1 day, 6:58:29 iter: 54619 total_loss: 6.833 loss_ce: 0.3881 loss_bbox: 0.2339 loss_giou: 0.3888 loss_ce_0: 0.5445 loss_bbox_0: 0.3888 loss_giou_0: 0.5829 loss_ce_1: 0.4493 loss_bbox_1: 0.2679 loss_giou_1: 0.4426 loss_ce_2: 0.4074 loss_bbox_2: 0.2433 loss_giou_2: 0.4041 loss_ce_3: 0.3772 loss_bbox_3: 0.2453 loss_giou_3: 0.3992 loss_ce_4: 0.3801 loss_bbox_4: 0.2387 loss_giou_4: 0.3873 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:48] d2.utils.events INFO: eta: 1 day, 6:58:40 iter: 54639 total_loss: 7.136 loss_ce: 0.4423 loss_bbox: 0.2364 loss_giou: 0.4153 loss_ce_0: 0.5901 loss_bbox_0: 0.3658 loss_giou_0: 0.5956 loss_ce_1: 0.5129 loss_bbox_1: 0.2643 loss_giou_1: 0.4697 loss_ce_2: 0.4747 loss_bbox_2: 0.2494 loss_giou_2: 0.4284 loss_ce_3: 0.4444 loss_bbox_3: 0.2397 loss_giou_3: 0.4174 loss_ce_4: 0.4416 loss_bbox_4: 0.2379 loss_giou_4: 0.4151 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:38:54] d2.utils.events INFO: eta: 1 day, 6:58:34 iter: 54659 total_loss: 6.789 loss_ce: 0.4054 loss_bbox: 0.2239 loss_giou: 0.3865 loss_ce_0: 0.5642 loss_bbox_0: 0.3822 loss_giou_0: 0.5835 loss_ce_1: 0.4694 loss_bbox_1: 0.2663 loss_giou_1: 0.4312 loss_ce_2: 0.4273 loss_bbox_2: 0.2335 loss_giou_2: 0.4017 loss_ce_3: 0.4129 loss_bbox_3: 0.2277 loss_giou_3: 0.392 loss_ce_4: 0.4044 loss_bbox_4: 0.2265 loss_giou_4: 0.3876 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:00] d2.utils.events INFO: eta: 1 day, 6:58:12 iter: 54679 total_loss: 7.133 loss_ce: 0.4174 loss_bbox: 0.2255 loss_giou: 0.3934 loss_ce_0: 0.5657 loss_bbox_0: 0.3705 loss_giou_0: 0.5901 loss_ce_1: 0.4866 loss_bbox_1: 0.2621 loss_giou_1: 0.4387 loss_ce_2: 0.4344 loss_bbox_2: 0.2351 loss_giou_2: 0.4048 loss_ce_3: 0.4146 loss_bbox_3: 0.2294 loss_giou_3: 0.4027 loss_ce_4: 0.4129 loss_bbox_4: 0.2286 loss_giou_4: 0.4004 time: 0.2803 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:05] d2.utils.events INFO: eta: 1 day, 6:57:47 iter: 54699 total_loss: 6.755 loss_ce: 0.399 loss_bbox: 0.2235 loss_giou: 0.3965 loss_ce_0: 0.5707 loss_bbox_0: 0.38 loss_giou_0: 0.5873 loss_ce_1: 0.4783 loss_bbox_1: 0.266 loss_giou_1: 0.4471 loss_ce_2: 0.4247 loss_bbox_2: 0.2443 loss_giou_2: 0.4142 loss_ce_3: 0.4093 loss_bbox_3: 0.2286 loss_giou_3: 0.4089 loss_ce_4: 0.4007 loss_bbox_4: 0.2276 loss_giou_4: 0.402 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:11] d2.utils.events INFO: eta: 1 day, 6:57:36 iter: 54719 total_loss: 6.93 loss_ce: 0.4076 loss_bbox: 0.2214 loss_giou: 0.4024 loss_ce_0: 0.5867 loss_bbox_0: 0.3838 loss_giou_0: 0.5987 loss_ce_1: 0.4716 loss_bbox_1: 0.2712 loss_giou_1: 0.4602 loss_ce_2: 0.436 loss_bbox_2: 0.2357 loss_giou_2: 0.42 loss_ce_3: 0.416 loss_bbox_3: 0.2225 loss_giou_3: 0.405 loss_ce_4: 0.4014 loss_bbox_4: 0.226 loss_giou_4: 0.4009 time: 0.2803 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:17] d2.utils.events INFO: eta: 1 day, 6:57:23 iter: 54739 total_loss: 6.705 loss_ce: 0.402 loss_bbox: 0.2141 loss_giou: 0.374 loss_ce_0: 0.5613 loss_bbox_0: 0.3849 loss_giou_0: 0.5833 loss_ce_1: 0.4676 loss_bbox_1: 0.2629 loss_giou_1: 0.4222 loss_ce_2: 0.41 loss_bbox_2: 0.2376 loss_giou_2: 0.3945 loss_ce_3: 0.3977 loss_bbox_3: 0.2237 loss_giou_3: 0.3824 loss_ce_4: 0.4035 loss_bbox_4: 0.2213 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:22] d2.utils.events INFO: eta: 1 day, 6:57:25 iter: 54759 total_loss: 6.629 loss_ce: 0.3788 loss_bbox: 0.2261 loss_giou: 0.3593 loss_ce_0: 0.561 loss_bbox_0: 0.3751 loss_giou_0: 0.5654 loss_ce_1: 0.464 loss_bbox_1: 0.2678 loss_giou_1: 0.4183 loss_ce_2: 0.4032 loss_bbox_2: 0.235 loss_giou_2: 0.378 loss_ce_3: 0.3792 loss_bbox_3: 0.226 loss_giou_3: 0.3594 loss_ce_4: 0.3779 loss_bbox_4: 0.2255 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:28] d2.utils.events INFO: eta: 1 day, 6:57:33 iter: 54779 total_loss: 6.585 loss_ce: 0.3826 loss_bbox: 0.2061 loss_giou: 0.381 loss_ce_0: 0.5574 loss_bbox_0: 0.3754 loss_giou_0: 0.581 loss_ce_1: 0.4667 loss_bbox_1: 0.2496 loss_giou_1: 0.4259 loss_ce_2: 0.4102 loss_bbox_2: 0.2266 loss_giou_2: 0.3948 loss_ce_3: 0.3783 loss_bbox_3: 0.2173 loss_giou_3: 0.3894 loss_ce_4: 0.3802 loss_bbox_4: 0.217 loss_giou_4: 0.3836 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:34] d2.utils.events INFO: eta: 1 day, 6:57:38 iter: 54799 total_loss: 7.149 loss_ce: 0.4053 loss_bbox: 0.225 loss_giou: 0.4051 loss_ce_0: 0.5679 loss_bbox_0: 0.3786 loss_giou_0: 0.6209 loss_ce_1: 0.4882 loss_bbox_1: 0.2664 loss_giou_1: 0.4584 loss_ce_2: 0.4217 loss_bbox_2: 0.2433 loss_giou_2: 0.4194 loss_ce_3: 0.4185 loss_bbox_3: 0.2303 loss_giou_3: 0.4047 loss_ce_4: 0.4016 loss_bbox_4: 0.2245 loss_giou_4: 0.4025 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:39] d2.utils.events INFO: eta: 1 day, 6:57:49 iter: 54819 total_loss: 6.635 loss_ce: 0.3928 loss_bbox: 0.2131 loss_giou: 0.373 loss_ce_0: 0.5591 loss_bbox_0: 0.3676 loss_giou_0: 0.5764 loss_ce_1: 0.4744 loss_bbox_1: 0.2562 loss_giou_1: 0.4243 loss_ce_2: 0.4283 loss_bbox_2: 0.2311 loss_giou_2: 0.3946 loss_ce_3: 0.3919 loss_bbox_3: 0.2234 loss_giou_3: 0.3769 loss_ce_4: 0.3908 loss_bbox_4: 0.217 loss_giou_4: 0.3746 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:45] d2.utils.events INFO: eta: 1 day, 6:58:15 iter: 54839 total_loss: 6.876 loss_ce: 0.3923 loss_bbox: 0.2202 loss_giou: 0.3863 loss_ce_0: 0.5743 loss_bbox_0: 0.3973 loss_giou_0: 0.5723 loss_ce_1: 0.4712 loss_bbox_1: 0.2696 loss_giou_1: 0.4389 loss_ce_2: 0.4189 loss_bbox_2: 0.2465 loss_giou_2: 0.404 loss_ce_3: 0.4013 loss_bbox_3: 0.2369 loss_giou_3: 0.3926 loss_ce_4: 0.3901 loss_bbox_4: 0.2271 loss_giou_4: 0.3855 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:51] d2.utils.events INFO: eta: 1 day, 6:58:09 iter: 54859 total_loss: 6.587 loss_ce: 0.361 loss_bbox: 0.2174 loss_giou: 0.4074 loss_ce_0: 0.5441 loss_bbox_0: 0.3543 loss_giou_0: 0.6149 loss_ce_1: 0.4476 loss_bbox_1: 0.2601 loss_giou_1: 0.4679 loss_ce_2: 0.3972 loss_bbox_2: 0.2295 loss_giou_2: 0.415 loss_ce_3: 0.3684 loss_bbox_3: 0.2224 loss_giou_3: 0.4126 loss_ce_4: 0.364 loss_bbox_4: 0.2156 loss_giou_4: 0.411 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 17:39:57] d2.utils.events INFO: eta: 1 day, 6:57:32 iter: 54879 total_loss: 6.977 loss_ce: 0.4194 loss_bbox: 0.2294 loss_giou: 0.3843 loss_ce_0: 0.5997 loss_bbox_0: 0.3868 loss_giou_0: 0.5727 loss_ce_1: 0.4955 loss_bbox_1: 0.2756 loss_giou_1: 0.4408 loss_ce_2: 0.4476 loss_bbox_2: 0.2398 loss_giou_2: 0.4064 loss_ce_3: 0.4225 loss_bbox_3: 0.241 loss_giou_3: 0.3984 loss_ce_4: 0.4144 loss_bbox_4: 0.2344 loss_giou_4: 0.3917 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:02] d2.utils.events INFO: eta: 1 day, 6:57:34 iter: 54899 total_loss: 6.436 loss_ce: 0.3768 loss_bbox: 0.2098 loss_giou: 0.367 loss_ce_0: 0.5393 loss_bbox_0: 0.3615 loss_giou_0: 0.5792 loss_ce_1: 0.4324 loss_bbox_1: 0.2506 loss_giou_1: 0.4194 loss_ce_2: 0.4021 loss_bbox_2: 0.2161 loss_giou_2: 0.3787 loss_ce_3: 0.3691 loss_bbox_3: 0.2154 loss_giou_3: 0.3754 loss_ce_4: 0.3623 loss_bbox_4: 0.2097 loss_giou_4: 0.3664 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:08] d2.utils.events INFO: eta: 1 day, 6:57:14 iter: 54919 total_loss: 7.026 loss_ce: 0.3948 loss_bbox: 0.2328 loss_giou: 0.3731 loss_ce_0: 0.5717 loss_bbox_0: 0.3818 loss_giou_0: 0.5861 loss_ce_1: 0.4768 loss_bbox_1: 0.2611 loss_giou_1: 0.4297 loss_ce_2: 0.4187 loss_bbox_2: 0.2394 loss_giou_2: 0.3938 loss_ce_3: 0.4059 loss_bbox_3: 0.2359 loss_giou_3: 0.3765 loss_ce_4: 0.3976 loss_bbox_4: 0.2325 loss_giou_4: 0.3742 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:14] d2.utils.events INFO: eta: 1 day, 6:57:23 iter: 54939 total_loss: 6.695 loss_ce: 0.3968 loss_bbox: 0.2248 loss_giou: 0.396 loss_ce_0: 0.5666 loss_bbox_0: 0.3612 loss_giou_0: 0.5812 loss_ce_1: 0.4672 loss_bbox_1: 0.2561 loss_giou_1: 0.4281 loss_ce_2: 0.4228 loss_bbox_2: 0.227 loss_giou_2: 0.4092 loss_ce_3: 0.4038 loss_bbox_3: 0.2207 loss_giou_3: 0.4 loss_ce_4: 0.3917 loss_bbox_4: 0.2255 loss_giou_4: 0.3977 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:19] d2.utils.events INFO: eta: 1 day, 6:57:17 iter: 54959 total_loss: 6.84 loss_ce: 0.4029 loss_bbox: 0.2033 loss_giou: 0.3812 loss_ce_0: 0.5791 loss_bbox_0: 0.3693 loss_giou_0: 0.5933 loss_ce_1: 0.4688 loss_bbox_1: 0.2464 loss_giou_1: 0.4389 loss_ce_2: 0.428 loss_bbox_2: 0.215 loss_giou_2: 0.3958 loss_ce_3: 0.3983 loss_bbox_3: 0.2113 loss_giou_3: 0.3897 loss_ce_4: 0.3997 loss_bbox_4: 0.2043 loss_giou_4: 0.3824 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:25] d2.utils.events INFO: eta: 1 day, 6:57:24 iter: 54979 total_loss: 6.924 loss_ce: 0.4128 loss_bbox: 0.2226 loss_giou: 0.3827 loss_ce_0: 0.5711 loss_bbox_0: 0.3737 loss_giou_0: 0.5807 loss_ce_1: 0.481 loss_bbox_1: 0.2569 loss_giou_1: 0.4346 loss_ce_2: 0.4475 loss_bbox_2: 0.2381 loss_giou_2: 0.4073 loss_ce_3: 0.4162 loss_bbox_3: 0.2261 loss_giou_3: 0.3886 loss_ce_4: 0.4135 loss_bbox_4: 0.2208 loss_giou_4: 0.3789 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:31] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0054999.pth [11/02 17:40:33] d2.utils.events INFO: eta: 1 day, 6:57:27 iter: 54999 total_loss: 6.629 loss_ce: 0.3811 loss_bbox: 0.2218 loss_giou: 0.3601 loss_ce_0: 0.559 loss_bbox_0: 0.3817 loss_giou_0: 0.5612 loss_ce_1: 0.4728 loss_bbox_1: 0.2594 loss_giou_1: 0.415 loss_ce_2: 0.4192 loss_bbox_2: 0.2352 loss_giou_2: 0.3808 loss_ce_3: 0.3969 loss_bbox_3: 0.2291 loss_giou_3: 0.3698 loss_ce_4: 0.3909 loss_bbox_4: 0.2292 loss_giou_4: 0.3633 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:38] d2.utils.events INFO: eta: 1 day, 6:57:42 iter: 55019 total_loss: 6.595 loss_ce: 0.3858 loss_bbox: 0.2389 loss_giou: 0.3745 loss_ce_0: 0.5764 loss_bbox_0: 0.3722 loss_giou_0: 0.5679 loss_ce_1: 0.4718 loss_bbox_1: 0.265 loss_giou_1: 0.4053 loss_ce_2: 0.4227 loss_bbox_2: 0.252 loss_giou_2: 0.3854 loss_ce_3: 0.4031 loss_bbox_3: 0.2494 loss_giou_3: 0.3805 loss_ce_4: 0.3943 loss_bbox_4: 0.2426 loss_giou_4: 0.3732 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:44] d2.utils.events INFO: eta: 1 day, 6:58:29 iter: 55039 total_loss: 6.894 loss_ce: 0.3931 loss_bbox: 0.2244 loss_giou: 0.3844 loss_ce_0: 0.5785 loss_bbox_0: 0.3791 loss_giou_0: 0.6009 loss_ce_1: 0.4779 loss_bbox_1: 0.2534 loss_giou_1: 0.4447 loss_ce_2: 0.4262 loss_bbox_2: 0.2387 loss_giou_2: 0.4036 loss_ce_3: 0.3954 loss_bbox_3: 0.2272 loss_giou_3: 0.3983 loss_ce_4: 0.3913 loss_bbox_4: 0.2247 loss_giou_4: 0.3878 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:50] d2.utils.events INFO: eta: 1 day, 6:57:21 iter: 55059 total_loss: 6.75 loss_ce: 0.4086 loss_bbox: 0.2176 loss_giou: 0.378 loss_ce_0: 0.574 loss_bbox_0: 0.364 loss_giou_0: 0.5831 loss_ce_1: 0.4787 loss_bbox_1: 0.252 loss_giou_1: 0.4446 loss_ce_2: 0.4378 loss_bbox_2: 0.2281 loss_giou_2: 0.4039 loss_ce_3: 0.4096 loss_bbox_3: 0.2191 loss_giou_3: 0.3801 loss_ce_4: 0.4058 loss_bbox_4: 0.2175 loss_giou_4: 0.3819 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 17:40:56] d2.utils.events INFO: eta: 1 day, 6:57:15 iter: 55079 total_loss: 6.944 loss_ce: 0.3948 loss_bbox: 0.2227 loss_giou: 0.4023 loss_ce_0: 0.588 loss_bbox_0: 0.3873 loss_giou_0: 0.6186 loss_ce_1: 0.4773 loss_bbox_1: 0.2613 loss_giou_1: 0.4768 loss_ce_2: 0.4188 loss_bbox_2: 0.2378 loss_giou_2: 0.4213 loss_ce_3: 0.3962 loss_bbox_3: 0.2275 loss_giou_3: 0.4066 loss_ce_4: 0.3875 loss_bbox_4: 0.2281 loss_giou_4: 0.4044 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:01] d2.utils.events INFO: eta: 1 day, 6:57:19 iter: 55099 total_loss: 7.085 loss_ce: 0.408 loss_bbox: 0.2412 loss_giou: 0.3779 loss_ce_0: 0.5913 loss_bbox_0: 0.3968 loss_giou_0: 0.5937 loss_ce_1: 0.4798 loss_bbox_1: 0.2807 loss_giou_1: 0.4376 loss_ce_2: 0.4318 loss_bbox_2: 0.2592 loss_giou_2: 0.3972 loss_ce_3: 0.4107 loss_bbox_3: 0.248 loss_giou_3: 0.3877 loss_ce_4: 0.4006 loss_bbox_4: 0.2443 loss_giou_4: 0.382 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:07] d2.utils.events INFO: eta: 1 day, 6:57:13 iter: 55119 total_loss: 7.262 loss_ce: 0.4377 loss_bbox: 0.2457 loss_giou: 0.3757 loss_ce_0: 0.6009 loss_bbox_0: 0.4019 loss_giou_0: 0.5664 loss_ce_1: 0.5103 loss_bbox_1: 0.2895 loss_giou_1: 0.433 loss_ce_2: 0.4803 loss_bbox_2: 0.2635 loss_giou_2: 0.3927 loss_ce_3: 0.4435 loss_bbox_3: 0.2512 loss_giou_3: 0.3843 loss_ce_4: 0.4403 loss_bbox_4: 0.2436 loss_giou_4: 0.3767 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:13] d2.utils.events INFO: eta: 1 day, 6:56:39 iter: 55139 total_loss: 6.787 loss_ce: 0.3982 loss_bbox: 0.2129 loss_giou: 0.3639 loss_ce_0: 0.594 loss_bbox_0: 0.3742 loss_giou_0: 0.5579 loss_ce_1: 0.4802 loss_bbox_1: 0.2504 loss_giou_1: 0.4242 loss_ce_2: 0.4258 loss_bbox_2: 0.2278 loss_giou_2: 0.3866 loss_ce_3: 0.4034 loss_bbox_3: 0.2179 loss_giou_3: 0.3701 loss_ce_4: 0.4047 loss_bbox_4: 0.2121 loss_giou_4: 0.3635 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:18] d2.utils.events INFO: eta: 1 day, 6:56:01 iter: 55159 total_loss: 6.868 loss_ce: 0.4103 loss_bbox: 0.2169 loss_giou: 0.3744 loss_ce_0: 0.5724 loss_bbox_0: 0.3817 loss_giou_0: 0.5698 loss_ce_1: 0.4814 loss_bbox_1: 0.2568 loss_giou_1: 0.4269 loss_ce_2: 0.431 loss_bbox_2: 0.2295 loss_giou_2: 0.3901 loss_ce_3: 0.409 loss_bbox_3: 0.224 loss_giou_3: 0.3813 loss_ce_4: 0.4054 loss_bbox_4: 0.2158 loss_giou_4: 0.3775 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:24] d2.utils.events INFO: eta: 1 day, 6:55:48 iter: 55179 total_loss: 6.834 loss_ce: 0.4185 loss_bbox: 0.2272 loss_giou: 0.37 loss_ce_0: 0.5914 loss_bbox_0: 0.36 loss_giou_0: 0.5548 loss_ce_1: 0.4865 loss_bbox_1: 0.2597 loss_giou_1: 0.4218 loss_ce_2: 0.4389 loss_bbox_2: 0.2404 loss_giou_2: 0.3943 loss_ce_3: 0.4159 loss_bbox_3: 0.2305 loss_giou_3: 0.3792 loss_ce_4: 0.4174 loss_bbox_4: 0.2269 loss_giou_4: 0.3749 time: 0.2803 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:30] d2.utils.events INFO: eta: 1 day, 6:55:25 iter: 55199 total_loss: 6.677 loss_ce: 0.3928 loss_bbox: 0.2242 loss_giou: 0.3776 loss_ce_0: 0.5737 loss_bbox_0: 0.3811 loss_giou_0: 0.5568 loss_ce_1: 0.4662 loss_bbox_1: 0.2625 loss_giou_1: 0.44 loss_ce_2: 0.4211 loss_bbox_2: 0.2357 loss_giou_2: 0.4018 loss_ce_3: 0.3973 loss_bbox_3: 0.2324 loss_giou_3: 0.3897 loss_ce_4: 0.3972 loss_bbox_4: 0.2258 loss_giou_4: 0.3779 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:35] d2.utils.events INFO: eta: 1 day, 6:55:15 iter: 55219 total_loss: 6.874 loss_ce: 0.3972 loss_bbox: 0.235 loss_giou: 0.385 loss_ce_0: 0.5839 loss_bbox_0: 0.383 loss_giou_0: 0.6283 loss_ce_1: 0.485 loss_bbox_1: 0.2717 loss_giou_1: 0.4383 loss_ce_2: 0.4283 loss_bbox_2: 0.2442 loss_giou_2: 0.4007 loss_ce_3: 0.4037 loss_bbox_3: 0.2415 loss_giou_3: 0.3903 loss_ce_4: 0.3891 loss_bbox_4: 0.24 loss_giou_4: 0.388 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:41] d2.utils.events INFO: eta: 1 day, 6:55:12 iter: 55239 total_loss: 6.712 loss_ce: 0.3839 loss_bbox: 0.2296 loss_giou: 0.3703 loss_ce_0: 0.5626 loss_bbox_0: 0.3786 loss_giou_0: 0.5473 loss_ce_1: 0.4718 loss_bbox_1: 0.2696 loss_giou_1: 0.4304 loss_ce_2: 0.4158 loss_bbox_2: 0.2478 loss_giou_2: 0.3967 loss_ce_3: 0.3941 loss_bbox_3: 0.2344 loss_giou_3: 0.3806 loss_ce_4: 0.3888 loss_bbox_4: 0.2312 loss_giou_4: 0.3729 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:47] d2.utils.events INFO: eta: 1 day, 6:55:02 iter: 55259 total_loss: 6.642 loss_ce: 0.3907 loss_bbox: 0.2102 loss_giou: 0.3697 loss_ce_0: 0.5694 loss_bbox_0: 0.3687 loss_giou_0: 0.5831 loss_ce_1: 0.4565 loss_bbox_1: 0.2536 loss_giou_1: 0.43 loss_ce_2: 0.4139 loss_bbox_2: 0.2304 loss_giou_2: 0.3972 loss_ce_3: 0.3959 loss_bbox_3: 0.2176 loss_giou_3: 0.3777 loss_ce_4: 0.391 loss_bbox_4: 0.2128 loss_giou_4: 0.3729 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:52] d2.utils.events INFO: eta: 1 day, 6:54:51 iter: 55279 total_loss: 7.011 loss_ce: 0.3996 loss_bbox: 0.2384 loss_giou: 0.377 loss_ce_0: 0.593 loss_bbox_0: 0.3916 loss_giou_0: 0.5885 loss_ce_1: 0.4793 loss_bbox_1: 0.2802 loss_giou_1: 0.4367 loss_ce_2: 0.4323 loss_bbox_2: 0.2559 loss_giou_2: 0.3965 loss_ce_3: 0.4036 loss_bbox_3: 0.2443 loss_giou_3: 0.3827 loss_ce_4: 0.4012 loss_bbox_4: 0.2383 loss_giou_4: 0.3802 time: 0.2803 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 17:41:58] d2.utils.events INFO: eta: 1 day, 6:54:51 iter: 55299 total_loss: 6.825 loss_ce: 0.3897 loss_bbox: 0.2253 loss_giou: 0.3789 loss_ce_0: 0.5843 loss_bbox_0: 0.3841 loss_giou_0: 0.5947 loss_ce_1: 0.4892 loss_bbox_1: 0.2767 loss_giou_1: 0.4323 loss_ce_2: 0.4357 loss_bbox_2: 0.2424 loss_giou_2: 0.4025 loss_ce_3: 0.3967 loss_bbox_3: 0.2335 loss_giou_3: 0.3863 loss_ce_4: 0.3907 loss_bbox_4: 0.2283 loss_giou_4: 0.3834 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:04] d2.utils.events INFO: eta: 1 day, 6:54:47 iter: 55319 total_loss: 6.45 loss_ce: 0.3649 loss_bbox: 0.2171 loss_giou: 0.3644 loss_ce_0: 0.5476 loss_bbox_0: 0.3572 loss_giou_0: 0.5654 loss_ce_1: 0.4484 loss_bbox_1: 0.2432 loss_giou_1: 0.4118 loss_ce_2: 0.3897 loss_bbox_2: 0.2179 loss_giou_2: 0.3787 loss_ce_3: 0.3642 loss_bbox_3: 0.218 loss_giou_3: 0.369 loss_ce_4: 0.3618 loss_bbox_4: 0.2165 loss_giou_4: 0.3647 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:10] d2.utils.events INFO: eta: 1 day, 6:54:41 iter: 55339 total_loss: 7.061 loss_ce: 0.4086 loss_bbox: 0.2332 loss_giou: 0.401 loss_ce_0: 0.5826 loss_bbox_0: 0.3858 loss_giou_0: 0.5994 loss_ce_1: 0.4808 loss_bbox_1: 0.2597 loss_giou_1: 0.4456 loss_ce_2: 0.435 loss_bbox_2: 0.2365 loss_giou_2: 0.4162 loss_ce_3: 0.4174 loss_bbox_3: 0.2294 loss_giou_3: 0.4032 loss_ce_4: 0.4121 loss_bbox_4: 0.2311 loss_giou_4: 0.4011 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:15] d2.utils.events INFO: eta: 1 day, 6:54:34 iter: 55359 total_loss: 6.582 loss_ce: 0.3756 loss_bbox: 0.2189 loss_giou: 0.3875 loss_ce_0: 0.5534 loss_bbox_0: 0.3562 loss_giou_0: 0.5691 loss_ce_1: 0.4671 loss_bbox_1: 0.2527 loss_giou_1: 0.4289 loss_ce_2: 0.4025 loss_bbox_2: 0.2245 loss_giou_2: 0.3998 loss_ce_3: 0.3737 loss_bbox_3: 0.2228 loss_giou_3: 0.3951 loss_ce_4: 0.3792 loss_bbox_4: 0.2184 loss_giou_4: 0.3879 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:21] d2.utils.events INFO: eta: 1 day, 6:54:29 iter: 55379 total_loss: 6.814 loss_ce: 0.4025 loss_bbox: 0.2306 loss_giou: 0.3852 loss_ce_0: 0.5768 loss_bbox_0: 0.3973 loss_giou_0: 0.5663 loss_ce_1: 0.4807 loss_bbox_1: 0.2666 loss_giou_1: 0.4409 loss_ce_2: 0.4347 loss_bbox_2: 0.2446 loss_giou_2: 0.3986 loss_ce_3: 0.4048 loss_bbox_3: 0.2391 loss_giou_3: 0.3856 loss_ce_4: 0.401 loss_bbox_4: 0.2331 loss_giou_4: 0.3836 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:27] d2.utils.events INFO: eta: 1 day, 6:53:59 iter: 55399 total_loss: 7.031 loss_ce: 0.4066 loss_bbox: 0.2313 loss_giou: 0.3931 loss_ce_0: 0.5881 loss_bbox_0: 0.3994 loss_giou_0: 0.6295 loss_ce_1: 0.5043 loss_bbox_1: 0.2798 loss_giou_1: 0.4812 loss_ce_2: 0.4429 loss_bbox_2: 0.2482 loss_giou_2: 0.4211 loss_ce_3: 0.4091 loss_bbox_3: 0.2403 loss_giou_3: 0.4055 loss_ce_4: 0.4095 loss_bbox_4: 0.2377 loss_giou_4: 0.4 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:32] d2.utils.events INFO: eta: 1 day, 6:53:50 iter: 55419 total_loss: 6.627 loss_ce: 0.3627 loss_bbox: 0.2122 loss_giou: 0.3898 loss_ce_0: 0.5406 loss_bbox_0: 0.3672 loss_giou_0: 0.5963 loss_ce_1: 0.4495 loss_bbox_1: 0.248 loss_giou_1: 0.4369 loss_ce_2: 0.3956 loss_bbox_2: 0.227 loss_giou_2: 0.4129 loss_ce_3: 0.3684 loss_bbox_3: 0.2162 loss_giou_3: 0.3947 loss_ce_4: 0.3613 loss_bbox_4: 0.2135 loss_giou_4: 0.3889 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:38] d2.utils.events INFO: eta: 1 day, 6:53:51 iter: 55439 total_loss: 7.008 loss_ce: 0.4067 loss_bbox: 0.2234 loss_giou: 0.4281 loss_ce_0: 0.588 loss_bbox_0: 0.3726 loss_giou_0: 0.6217 loss_ce_1: 0.4997 loss_bbox_1: 0.2641 loss_giou_1: 0.4757 loss_ce_2: 0.4409 loss_bbox_2: 0.2433 loss_giou_2: 0.4409 loss_ce_3: 0.4234 loss_bbox_3: 0.2274 loss_giou_3: 0.4367 loss_ce_4: 0.4099 loss_bbox_4: 0.2267 loss_giou_4: 0.4296 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:44] d2.utils.events INFO: eta: 1 day, 6:53:47 iter: 55459 total_loss: 6.649 loss_ce: 0.3795 loss_bbox: 0.2062 loss_giou: 0.3861 loss_ce_0: 0.5708 loss_bbox_0: 0.3509 loss_giou_0: 0.5784 loss_ce_1: 0.4611 loss_bbox_1: 0.2436 loss_giou_1: 0.4415 loss_ce_2: 0.4136 loss_bbox_2: 0.2145 loss_giou_2: 0.4019 loss_ce_3: 0.3845 loss_bbox_3: 0.2135 loss_giou_3: 0.3885 loss_ce_4: 0.3807 loss_bbox_4: 0.2136 loss_giou_4: 0.3892 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:49] d2.utils.events INFO: eta: 1 day, 6:53:50 iter: 55479 total_loss: 6.97 loss_ce: 0.4114 loss_bbox: 0.2235 loss_giou: 0.3969 loss_ce_0: 0.5577 loss_bbox_0: 0.388 loss_giou_0: 0.5706 loss_ce_1: 0.4877 loss_bbox_1: 0.2662 loss_giou_1: 0.4434 loss_ce_2: 0.4424 loss_bbox_2: 0.2404 loss_giou_2: 0.4103 loss_ce_3: 0.4187 loss_bbox_3: 0.2293 loss_giou_3: 0.4026 loss_ce_4: 0.4168 loss_bbox_4: 0.2256 loss_giou_4: 0.3962 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 17:42:55] d2.utils.events INFO: eta: 1 day, 6:53:36 iter: 55499 total_loss: 6.792 loss_ce: 0.4143 loss_bbox: 0.2219 loss_giou: 0.3847 loss_ce_0: 0.5636 loss_bbox_0: 0.3724 loss_giou_0: 0.5802 loss_ce_1: 0.4793 loss_bbox_1: 0.2545 loss_giou_1: 0.4377 loss_ce_2: 0.4484 loss_bbox_2: 0.2444 loss_giou_2: 0.3989 loss_ce_3: 0.4165 loss_bbox_3: 0.2277 loss_giou_3: 0.3885 loss_ce_4: 0.4144 loss_bbox_4: 0.2253 loss_giou_4: 0.3877 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:01] d2.utils.events INFO: eta: 1 day, 6:53:25 iter: 55519 total_loss: 6.768 loss_ce: 0.388 loss_bbox: 0.2235 loss_giou: 0.3715 loss_ce_0: 0.5525 loss_bbox_0: 0.3769 loss_giou_0: 0.5906 loss_ce_1: 0.4581 loss_bbox_1: 0.2622 loss_giou_1: 0.4226 loss_ce_2: 0.4153 loss_bbox_2: 0.2416 loss_giou_2: 0.3929 loss_ce_3: 0.3865 loss_bbox_3: 0.2307 loss_giou_3: 0.3807 loss_ce_4: 0.3769 loss_bbox_4: 0.2258 loss_giou_4: 0.3793 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:07] d2.utils.events INFO: eta: 1 day, 6:53:10 iter: 55539 total_loss: 6.722 loss_ce: 0.3795 loss_bbox: 0.2236 loss_giou: 0.378 loss_ce_0: 0.5748 loss_bbox_0: 0.3745 loss_giou_0: 0.5521 loss_ce_1: 0.4575 loss_bbox_1: 0.2635 loss_giou_1: 0.4221 loss_ce_2: 0.4115 loss_bbox_2: 0.236 loss_giou_2: 0.3853 loss_ce_3: 0.3894 loss_bbox_3: 0.2311 loss_giou_3: 0.3821 loss_ce_4: 0.3843 loss_bbox_4: 0.2271 loss_giou_4: 0.3855 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:12] d2.utils.events INFO: eta: 1 day, 6:53:04 iter: 55559 total_loss: 6.964 loss_ce: 0.4122 loss_bbox: 0.2355 loss_giou: 0.3605 loss_ce_0: 0.5665 loss_bbox_0: 0.3836 loss_giou_0: 0.5703 loss_ce_1: 0.4745 loss_bbox_1: 0.2712 loss_giou_1: 0.4226 loss_ce_2: 0.4313 loss_bbox_2: 0.2467 loss_giou_2: 0.3825 loss_ce_3: 0.4185 loss_bbox_3: 0.2378 loss_giou_3: 0.3683 loss_ce_4: 0.4094 loss_bbox_4: 0.2392 loss_giou_4: 0.3639 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:18] d2.utils.events INFO: eta: 1 day, 6:52:58 iter: 55579 total_loss: 7.023 loss_ce: 0.4146 loss_bbox: 0.2362 loss_giou: 0.3985 loss_ce_0: 0.5839 loss_bbox_0: 0.3937 loss_giou_0: 0.5804 loss_ce_1: 0.4893 loss_bbox_1: 0.2745 loss_giou_1: 0.4498 loss_ce_2: 0.4392 loss_bbox_2: 0.2506 loss_giou_2: 0.4167 loss_ce_3: 0.4081 loss_bbox_3: 0.239 loss_giou_3: 0.4104 loss_ce_4: 0.4147 loss_bbox_4: 0.2362 loss_giou_4: 0.4027 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:24] d2.utils.events INFO: eta: 1 day, 6:52:32 iter: 55599 total_loss: 7.093 loss_ce: 0.4244 loss_bbox: 0.2291 loss_giou: 0.3802 loss_ce_0: 0.5984 loss_bbox_0: 0.3945 loss_giou_0: 0.5906 loss_ce_1: 0.5074 loss_bbox_1: 0.2627 loss_giou_1: 0.4213 loss_ce_2: 0.4537 loss_bbox_2: 0.2378 loss_giou_2: 0.3901 loss_ce_3: 0.4241 loss_bbox_3: 0.2275 loss_giou_3: 0.3825 loss_ce_4: 0.4275 loss_bbox_4: 0.2256 loss_giou_4: 0.3755 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:29] d2.utils.events INFO: eta: 1 day, 6:52:02 iter: 55619 total_loss: 6.623 loss_ce: 0.3858 loss_bbox: 0.2234 loss_giou: 0.3718 loss_ce_0: 0.5594 loss_bbox_0: 0.3506 loss_giou_0: 0.5487 loss_ce_1: 0.4718 loss_bbox_1: 0.2548 loss_giou_1: 0.4297 loss_ce_2: 0.4107 loss_bbox_2: 0.2364 loss_giou_2: 0.3962 loss_ce_3: 0.3941 loss_bbox_3: 0.2334 loss_giou_3: 0.3836 loss_ce_4: 0.3878 loss_bbox_4: 0.2272 loss_giou_4: 0.3779 time: 0.2803 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:35] d2.utils.events INFO: eta: 1 day, 6:51:53 iter: 55639 total_loss: 6.883 loss_ce: 0.3834 loss_bbox: 0.2337 loss_giou: 0.3787 loss_ce_0: 0.59 loss_bbox_0: 0.3945 loss_giou_0: 0.5754 loss_ce_1: 0.4797 loss_bbox_1: 0.2651 loss_giou_1: 0.4504 loss_ce_2: 0.4253 loss_bbox_2: 0.2404 loss_giou_2: 0.3975 loss_ce_3: 0.4024 loss_bbox_3: 0.2366 loss_giou_3: 0.3908 loss_ce_4: 0.3843 loss_bbox_4: 0.2347 loss_giou_4: 0.3819 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:41] d2.utils.events INFO: eta: 1 day, 6:51:16 iter: 55659 total_loss: 6.959 loss_ce: 0.4085 loss_bbox: 0.2236 loss_giou: 0.3947 loss_ce_0: 0.5734 loss_bbox_0: 0.3835 loss_giou_0: 0.6102 loss_ce_1: 0.4858 loss_bbox_1: 0.262 loss_giou_1: 0.4458 loss_ce_2: 0.4316 loss_bbox_2: 0.241 loss_giou_2: 0.4067 loss_ce_3: 0.4178 loss_bbox_3: 0.2346 loss_giou_3: 0.3992 loss_ce_4: 0.408 loss_bbox_4: 0.2237 loss_giou_4: 0.3954 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:46] d2.utils.events INFO: eta: 1 day, 6:51:06 iter: 55679 total_loss: 7.279 loss_ce: 0.4295 loss_bbox: 0.2515 loss_giou: 0.395 loss_ce_0: 0.6068 loss_bbox_0: 0.3951 loss_giou_0: 0.5834 loss_ce_1: 0.5048 loss_bbox_1: 0.2937 loss_giou_1: 0.4536 loss_ce_2: 0.4736 loss_bbox_2: 0.2619 loss_giou_2: 0.4131 loss_ce_3: 0.4428 loss_bbox_3: 0.2496 loss_giou_3: 0.4023 loss_ce_4: 0.427 loss_bbox_4: 0.2491 loss_giou_4: 0.3989 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:52] d2.utils.events INFO: eta: 1 day, 6:51:19 iter: 55699 total_loss: 6.943 loss_ce: 0.4051 loss_bbox: 0.2347 loss_giou: 0.3823 loss_ce_0: 0.5819 loss_bbox_0: 0.38 loss_giou_0: 0.5818 loss_ce_1: 0.4707 loss_bbox_1: 0.2752 loss_giou_1: 0.4471 loss_ce_2: 0.4188 loss_bbox_2: 0.2484 loss_giou_2: 0.4094 loss_ce_3: 0.4057 loss_bbox_3: 0.2378 loss_giou_3: 0.393 loss_ce_4: 0.4081 loss_bbox_4: 0.2332 loss_giou_4: 0.3855 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 17:43:58] d2.utils.events INFO: eta: 1 day, 6:51:14 iter: 55719 total_loss: 7.142 loss_ce: 0.4325 loss_bbox: 0.2517 loss_giou: 0.3845 loss_ce_0: 0.5983 loss_bbox_0: 0.3971 loss_giou_0: 0.5723 loss_ce_1: 0.5166 loss_bbox_1: 0.2929 loss_giou_1: 0.4457 loss_ce_2: 0.4569 loss_bbox_2: 0.2646 loss_giou_2: 0.4098 loss_ce_3: 0.4345 loss_bbox_3: 0.2553 loss_giou_3: 0.408 loss_ce_4: 0.4341 loss_bbox_4: 0.2514 loss_giou_4: 0.3881 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:04] d2.utils.events INFO: eta: 1 day, 6:50:53 iter: 55739 total_loss: 6.552 loss_ce: 0.3794 loss_bbox: 0.218 loss_giou: 0.3658 loss_ce_0: 0.5567 loss_bbox_0: 0.3716 loss_giou_0: 0.5602 loss_ce_1: 0.4653 loss_bbox_1: 0.2597 loss_giou_1: 0.4054 loss_ce_2: 0.4117 loss_bbox_2: 0.2305 loss_giou_2: 0.3791 loss_ce_3: 0.3791 loss_bbox_3: 0.225 loss_giou_3: 0.3768 loss_ce_4: 0.3795 loss_bbox_4: 0.22 loss_giou_4: 0.3682 time: 0.2803 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:09] d2.utils.events INFO: eta: 1 day, 6:51:10 iter: 55759 total_loss: 7.052 loss_ce: 0.4136 loss_bbox: 0.2084 loss_giou: 0.4049 loss_ce_0: 0.5798 loss_bbox_0: 0.3614 loss_giou_0: 0.61 loss_ce_1: 0.4891 loss_bbox_1: 0.2443 loss_giou_1: 0.457 loss_ce_2: 0.4403 loss_bbox_2: 0.2299 loss_giou_2: 0.4157 loss_ce_3: 0.4185 loss_bbox_3: 0.2174 loss_giou_3: 0.4111 loss_ce_4: 0.4109 loss_bbox_4: 0.2107 loss_giou_4: 0.4056 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:15] d2.utils.events INFO: eta: 1 day, 6:50:42 iter: 55779 total_loss: 6.832 loss_ce: 0.3763 loss_bbox: 0.2191 loss_giou: 0.3771 loss_ce_0: 0.5687 loss_bbox_0: 0.3759 loss_giou_0: 0.5981 loss_ce_1: 0.4596 loss_bbox_1: 0.2455 loss_giou_1: 0.4411 loss_ce_2: 0.4007 loss_bbox_2: 0.2354 loss_giou_2: 0.3963 loss_ce_3: 0.3799 loss_bbox_3: 0.2243 loss_giou_3: 0.3885 loss_ce_4: 0.3726 loss_bbox_4: 0.2152 loss_giou_4: 0.3756 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:21] d2.utils.events INFO: eta: 1 day, 6:50:34 iter: 55799 total_loss: 6.993 loss_ce: 0.4086 loss_bbox: 0.2257 loss_giou: 0.3814 loss_ce_0: 0.5943 loss_bbox_0: 0.3842 loss_giou_0: 0.5726 loss_ce_1: 0.4866 loss_bbox_1: 0.2665 loss_giou_1: 0.4301 loss_ce_2: 0.4429 loss_bbox_2: 0.2311 loss_giou_2: 0.3994 loss_ce_3: 0.4176 loss_bbox_3: 0.2286 loss_giou_3: 0.388 loss_ce_4: 0.4113 loss_bbox_4: 0.2269 loss_giou_4: 0.3806 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:26] d2.utils.events INFO: eta: 1 day, 6:50:31 iter: 55819 total_loss: 6.865 loss_ce: 0.3921 loss_bbox: 0.2322 loss_giou: 0.3944 loss_ce_0: 0.5724 loss_bbox_0: 0.3759 loss_giou_0: 0.5896 loss_ce_1: 0.4758 loss_bbox_1: 0.2627 loss_giou_1: 0.4455 loss_ce_2: 0.4236 loss_bbox_2: 0.2434 loss_giou_2: 0.4116 loss_ce_3: 0.3948 loss_bbox_3: 0.2266 loss_giou_3: 0.3971 loss_ce_4: 0.3872 loss_bbox_4: 0.228 loss_giou_4: 0.3944 time: 0.2803 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:32] d2.utils.events INFO: eta: 1 day, 6:50:23 iter: 55839 total_loss: 6.572 loss_ce: 0.379 loss_bbox: 0.2192 loss_giou: 0.3852 loss_ce_0: 0.5517 loss_bbox_0: 0.3701 loss_giou_0: 0.6004 loss_ce_1: 0.4676 loss_bbox_1: 0.2594 loss_giou_1: 0.4306 loss_ce_2: 0.4053 loss_bbox_2: 0.2308 loss_giou_2: 0.3937 loss_ce_3: 0.3856 loss_bbox_3: 0.2243 loss_giou_3: 0.3872 loss_ce_4: 0.3784 loss_bbox_4: 0.2223 loss_giou_4: 0.3862 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:38] d2.utils.events INFO: eta: 1 day, 6:50:20 iter: 55859 total_loss: 6.772 loss_ce: 0.3863 loss_bbox: 0.2187 loss_giou: 0.3687 loss_ce_0: 0.5669 loss_bbox_0: 0.3661 loss_giou_0: 0.5469 loss_ce_1: 0.4603 loss_bbox_1: 0.257 loss_giou_1: 0.4067 loss_ce_2: 0.4142 loss_bbox_2: 0.2292 loss_giou_2: 0.3799 loss_ce_3: 0.3941 loss_bbox_3: 0.2202 loss_giou_3: 0.3707 loss_ce_4: 0.3887 loss_bbox_4: 0.2174 loss_giou_4: 0.3658 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:44] d2.utils.events INFO: eta: 1 day, 6:50:07 iter: 55879 total_loss: 6.776 loss_ce: 0.4184 loss_bbox: 0.2339 loss_giou: 0.3748 loss_ce_0: 0.5645 loss_bbox_0: 0.3752 loss_giou_0: 0.563 loss_ce_1: 0.496 loss_bbox_1: 0.2668 loss_giou_1: 0.4256 loss_ce_2: 0.447 loss_bbox_2: 0.2436 loss_giou_2: 0.3953 loss_ce_3: 0.4195 loss_bbox_3: 0.2367 loss_giou_3: 0.3816 loss_ce_4: 0.4178 loss_bbox_4: 0.2383 loss_giou_4: 0.3764 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:49] d2.utils.events INFO: eta: 1 day, 6:49:46 iter: 55899 total_loss: 6.563 loss_ce: 0.3976 loss_bbox: 0.2209 loss_giou: 0.3893 loss_ce_0: 0.5649 loss_bbox_0: 0.3749 loss_giou_0: 0.5997 loss_ce_1: 0.4807 loss_bbox_1: 0.2636 loss_giou_1: 0.4518 loss_ce_2: 0.4303 loss_bbox_2: 0.2315 loss_giou_2: 0.4103 loss_ce_3: 0.4058 loss_bbox_3: 0.2263 loss_giou_3: 0.3969 loss_ce_4: 0.3982 loss_bbox_4: 0.2251 loss_giou_4: 0.3936 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:44:55] d2.utils.events INFO: eta: 1 day, 6:49:47 iter: 55919 total_loss: 6.991 loss_ce: 0.4095 loss_bbox: 0.2506 loss_giou: 0.3836 loss_ce_0: 0.5806 loss_bbox_0: 0.4064 loss_giou_0: 0.5646 loss_ce_1: 0.4944 loss_bbox_1: 0.2812 loss_giou_1: 0.4304 loss_ce_2: 0.4352 loss_bbox_2: 0.2602 loss_giou_2: 0.3941 loss_ce_3: 0.4113 loss_bbox_3: 0.2517 loss_giou_3: 0.394 loss_ce_4: 0.4105 loss_bbox_4: 0.2492 loss_giou_4: 0.3854 time: 0.2803 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:01] d2.utils.events INFO: eta: 1 day, 6:49:35 iter: 55939 total_loss: 6.41 loss_ce: 0.3734 loss_bbox: 0.2209 loss_giou: 0.3666 loss_ce_0: 0.553 loss_bbox_0: 0.3619 loss_giou_0: 0.5855 loss_ce_1: 0.4462 loss_bbox_1: 0.2491 loss_giou_1: 0.4272 loss_ce_2: 0.3825 loss_bbox_2: 0.2293 loss_giou_2: 0.3906 loss_ce_3: 0.3685 loss_bbox_3: 0.2253 loss_giou_3: 0.3729 loss_ce_4: 0.3801 loss_bbox_4: 0.2211 loss_giou_4: 0.3769 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:06] d2.utils.events INFO: eta: 1 day, 6:49:24 iter: 55959 total_loss: 7.056 loss_ce: 0.3958 loss_bbox: 0.2279 loss_giou: 0.3894 loss_ce_0: 0.5759 loss_bbox_0: 0.3899 loss_giou_0: 0.6086 loss_ce_1: 0.4637 loss_bbox_1: 0.2757 loss_giou_1: 0.456 loss_ce_2: 0.4462 loss_bbox_2: 0.2425 loss_giou_2: 0.4093 loss_ce_3: 0.4257 loss_bbox_3: 0.2341 loss_giou_3: 0.3983 loss_ce_4: 0.4024 loss_bbox_4: 0.2304 loss_giou_4: 0.3934 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:12] d2.utils.events INFO: eta: 1 day, 6:49:26 iter: 55979 total_loss: 6.89 loss_ce: 0.4115 loss_bbox: 0.2249 loss_giou: 0.3883 loss_ce_0: 0.5899 loss_bbox_0: 0.3891 loss_giou_0: 0.6034 loss_ce_1: 0.4774 loss_bbox_1: 0.2682 loss_giou_1: 0.4505 loss_ce_2: 0.4408 loss_bbox_2: 0.2391 loss_giou_2: 0.4055 loss_ce_3: 0.42 loss_bbox_3: 0.2298 loss_giou_3: 0.3942 loss_ce_4: 0.4118 loss_bbox_4: 0.2251 loss_giou_4: 0.387 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:18] d2.utils.events INFO: eta: 1 day, 6:49:13 iter: 55999 total_loss: 6.97 loss_ce: 0.3998 loss_bbox: 0.2274 loss_giou: 0.4089 loss_ce_0: 0.5693 loss_bbox_0: 0.3751 loss_giou_0: 0.6036 loss_ce_1: 0.483 loss_bbox_1: 0.2662 loss_giou_1: 0.4563 loss_ce_2: 0.4275 loss_bbox_2: 0.2401 loss_giou_2: 0.4254 loss_ce_3: 0.4088 loss_bbox_3: 0.2331 loss_giou_3: 0.4141 loss_ce_4: 0.3982 loss_bbox_4: 0.2306 loss_giou_4: 0.4101 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:23] d2.utils.events INFO: eta: 1 day, 6:49:05 iter: 56019 total_loss: 7.21 loss_ce: 0.4174 loss_bbox: 0.2248 loss_giou: 0.3922 loss_ce_0: 0.603 loss_bbox_0: 0.3753 loss_giou_0: 0.6127 loss_ce_1: 0.5035 loss_bbox_1: 0.2487 loss_giou_1: 0.459 loss_ce_2: 0.4591 loss_bbox_2: 0.2328 loss_giou_2: 0.4121 loss_ce_3: 0.428 loss_bbox_3: 0.2303 loss_giou_3: 0.3949 loss_ce_4: 0.4241 loss_bbox_4: 0.2231 loss_giou_4: 0.3907 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:29] d2.utils.events INFO: eta: 1 day, 6:48:59 iter: 56039 total_loss: 6.68 loss_ce: 0.385 loss_bbox: 0.2146 loss_giou: 0.3855 loss_ce_0: 0.562 loss_bbox_0: 0.381 loss_giou_0: 0.6058 loss_ce_1: 0.4728 loss_bbox_1: 0.257 loss_giou_1: 0.4535 loss_ce_2: 0.4117 loss_bbox_2: 0.2305 loss_giou_2: 0.4076 loss_ce_3: 0.3912 loss_bbox_3: 0.2242 loss_giou_3: 0.391 loss_ce_4: 0.3884 loss_bbox_4: 0.2185 loss_giou_4: 0.3904 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:35] d2.utils.events INFO: eta: 1 day, 6:49:16 iter: 56059 total_loss: 6.473 loss_ce: 0.3612 loss_bbox: 0.1999 loss_giou: 0.3796 loss_ce_0: 0.5414 loss_bbox_0: 0.3567 loss_giou_0: 0.6083 loss_ce_1: 0.4524 loss_bbox_1: 0.2456 loss_giou_1: 0.4459 loss_ce_2: 0.3983 loss_bbox_2: 0.2201 loss_giou_2: 0.3955 loss_ce_3: 0.3722 loss_bbox_3: 0.2055 loss_giou_3: 0.3887 loss_ce_4: 0.3626 loss_bbox_4: 0.201 loss_giou_4: 0.3808 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:41] d2.utils.events INFO: eta: 1 day, 6:49:08 iter: 56079 total_loss: 7.077 loss_ce: 0.3934 loss_bbox: 0.2283 loss_giou: 0.4143 loss_ce_0: 0.5661 loss_bbox_0: 0.3726 loss_giou_0: 0.6216 loss_ce_1: 0.4627 loss_bbox_1: 0.2675 loss_giou_1: 0.4711 loss_ce_2: 0.4206 loss_bbox_2: 0.2384 loss_giou_2: 0.4407 loss_ce_3: 0.4119 loss_bbox_3: 0.2349 loss_giou_3: 0.4198 loss_ce_4: 0.4034 loss_bbox_4: 0.2324 loss_giou_4: 0.4171 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:46] d2.utils.events INFO: eta: 1 day, 6:49:12 iter: 56099 total_loss: 6.931 loss_ce: 0.3974 loss_bbox: 0.2301 loss_giou: 0.3758 loss_ce_0: 0.5748 loss_bbox_0: 0.3762 loss_giou_0: 0.5902 loss_ce_1: 0.4574 loss_bbox_1: 0.265 loss_giou_1: 0.4495 loss_ce_2: 0.4291 loss_bbox_2: 0.2337 loss_giou_2: 0.3984 loss_ce_3: 0.4101 loss_bbox_3: 0.2284 loss_giou_3: 0.3886 loss_ce_4: 0.4025 loss_bbox_4: 0.2311 loss_giou_4: 0.3788 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:52] d2.utils.events INFO: eta: 1 day, 6:48:54 iter: 56119 total_loss: 6.969 loss_ce: 0.3967 loss_bbox: 0.2295 loss_giou: 0.4025 loss_ce_0: 0.5695 loss_bbox_0: 0.3689 loss_giou_0: 0.5888 loss_ce_1: 0.4883 loss_bbox_1: 0.2547 loss_giou_1: 0.449 loss_ce_2: 0.4231 loss_bbox_2: 0.2369 loss_giou_2: 0.4194 loss_ce_3: 0.3966 loss_bbox_3: 0.2313 loss_giou_3: 0.4161 loss_ce_4: 0.3944 loss_bbox_4: 0.2289 loss_giou_4: 0.4078 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 17:45:58] d2.utils.events INFO: eta: 1 day, 6:48:17 iter: 56139 total_loss: 6.853 loss_ce: 0.4069 loss_bbox: 0.2105 loss_giou: 0.3907 loss_ce_0: 0.573 loss_bbox_0: 0.3692 loss_giou_0: 0.6004 loss_ce_1: 0.4789 loss_bbox_1: 0.2428 loss_giou_1: 0.4447 loss_ce_2: 0.4336 loss_bbox_2: 0.222 loss_giou_2: 0.4112 loss_ce_3: 0.4089 loss_bbox_3: 0.2112 loss_giou_3: 0.3959 loss_ce_4: 0.4017 loss_bbox_4: 0.2116 loss_giou_4: 0.3909 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:03] d2.utils.events INFO: eta: 1 day, 6:48:21 iter: 56159 total_loss: 6.953 loss_ce: 0.4172 loss_bbox: 0.2306 loss_giou: 0.3824 loss_ce_0: 0.5897 loss_bbox_0: 0.3715 loss_giou_0: 0.5908 loss_ce_1: 0.4736 loss_bbox_1: 0.2665 loss_giou_1: 0.4417 loss_ce_2: 0.4374 loss_bbox_2: 0.2475 loss_giou_2: 0.4047 loss_ce_3: 0.4152 loss_bbox_3: 0.2356 loss_giou_3: 0.392 loss_ce_4: 0.4183 loss_bbox_4: 0.2333 loss_giou_4: 0.383 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:09] d2.utils.events INFO: eta: 1 day, 6:48:23 iter: 56179 total_loss: 6.912 loss_ce: 0.4102 loss_bbox: 0.2251 loss_giou: 0.3894 loss_ce_0: 0.5754 loss_bbox_0: 0.3873 loss_giou_0: 0.5976 loss_ce_1: 0.4881 loss_bbox_1: 0.2691 loss_giou_1: 0.4555 loss_ce_2: 0.4509 loss_bbox_2: 0.2374 loss_giou_2: 0.4048 loss_ce_3: 0.4255 loss_bbox_3: 0.2298 loss_giou_3: 0.3918 loss_ce_4: 0.4135 loss_bbox_4: 0.2255 loss_giou_4: 0.3923 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:15] d2.utils.events INFO: eta: 1 day, 6:49:28 iter: 56199 total_loss: 6.948 loss_ce: 0.4028 loss_bbox: 0.2215 loss_giou: 0.3844 loss_ce_0: 0.567 loss_bbox_0: 0.3796 loss_giou_0: 0.5965 loss_ce_1: 0.4949 loss_bbox_1: 0.2579 loss_giou_1: 0.4458 loss_ce_2: 0.4186 loss_bbox_2: 0.2308 loss_giou_2: 0.4085 loss_ce_3: 0.4199 loss_bbox_3: 0.2234 loss_giou_3: 0.3947 loss_ce_4: 0.4058 loss_bbox_4: 0.2208 loss_giou_4: 0.3915 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:21] d2.utils.events INFO: eta: 1 day, 6:49:15 iter: 56219 total_loss: 6.701 loss_ce: 0.389 loss_bbox: 0.2234 loss_giou: 0.3642 loss_ce_0: 0.5756 loss_bbox_0: 0.3879 loss_giou_0: 0.5586 loss_ce_1: 0.465 loss_bbox_1: 0.2679 loss_giou_1: 0.4228 loss_ce_2: 0.4135 loss_bbox_2: 0.2544 loss_giou_2: 0.3847 loss_ce_3: 0.3875 loss_bbox_3: 0.2371 loss_giou_3: 0.3716 loss_ce_4: 0.3824 loss_bbox_4: 0.2245 loss_giou_4: 0.3689 time: 0.2803 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:26] d2.utils.events INFO: eta: 1 day, 6:49:17 iter: 56239 total_loss: 6.738 loss_ce: 0.3796 loss_bbox: 0.2233 loss_giou: 0.4026 loss_ce_0: 0.5539 loss_bbox_0: 0.3789 loss_giou_0: 0.6275 loss_ce_1: 0.4604 loss_bbox_1: 0.2549 loss_giou_1: 0.4584 loss_ce_2: 0.4153 loss_bbox_2: 0.2272 loss_giou_2: 0.4237 loss_ce_3: 0.3854 loss_bbox_3: 0.2262 loss_giou_3: 0.4112 loss_ce_4: 0.3893 loss_bbox_4: 0.225 loss_giou_4: 0.407 time: 0.2803 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:32] d2.utils.events INFO: eta: 1 day, 6:49:17 iter: 56259 total_loss: 6.887 loss_ce: 0.4134 loss_bbox: 0.2274 loss_giou: 0.3917 loss_ce_0: 0.5618 loss_bbox_0: 0.3786 loss_giou_0: 0.5927 loss_ce_1: 0.4654 loss_bbox_1: 0.2663 loss_giou_1: 0.4535 loss_ce_2: 0.4379 loss_bbox_2: 0.2342 loss_giou_2: 0.4176 loss_ce_3: 0.4218 loss_bbox_3: 0.229 loss_giou_3: 0.3996 loss_ce_4: 0.4184 loss_bbox_4: 0.2318 loss_giou_4: 0.3905 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:38] d2.utils.events INFO: eta: 1 day, 6:48:44 iter: 56279 total_loss: 7.139 loss_ce: 0.4173 loss_bbox: 0.2358 loss_giou: 0.3963 loss_ce_0: 0.5895 loss_bbox_0: 0.39 loss_giou_0: 0.5704 loss_ce_1: 0.4923 loss_bbox_1: 0.2768 loss_giou_1: 0.4385 loss_ce_2: 0.4508 loss_bbox_2: 0.2539 loss_giou_2: 0.4154 loss_ce_3: 0.4218 loss_bbox_3: 0.239 loss_giou_3: 0.3992 loss_ce_4: 0.4158 loss_bbox_4: 0.2354 loss_giou_4: 0.3999 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:44] d2.utils.events INFO: eta: 1 day, 6:48:26 iter: 56299 total_loss: 6.753 loss_ce: 0.3804 loss_bbox: 0.2248 loss_giou: 0.3761 loss_ce_0: 0.5634 loss_bbox_0: 0.3746 loss_giou_0: 0.5639 loss_ce_1: 0.4593 loss_bbox_1: 0.2665 loss_giou_1: 0.4282 loss_ce_2: 0.4132 loss_bbox_2: 0.2378 loss_giou_2: 0.3923 loss_ce_3: 0.3952 loss_bbox_3: 0.2305 loss_giou_3: 0.3819 loss_ce_4: 0.3846 loss_bbox_4: 0.229 loss_giou_4: 0.3767 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:49] d2.utils.events INFO: eta: 1 day, 6:47:50 iter: 56319 total_loss: 7.1 loss_ce: 0.4218 loss_bbox: 0.2388 loss_giou: 0.3953 loss_ce_0: 0.5873 loss_bbox_0: 0.3984 loss_giou_0: 0.5946 loss_ce_1: 0.5039 loss_bbox_1: 0.2808 loss_giou_1: 0.4549 loss_ce_2: 0.44 loss_bbox_2: 0.2535 loss_giou_2: 0.4217 loss_ce_3: 0.4244 loss_bbox_3: 0.2482 loss_giou_3: 0.4086 loss_ce_4: 0.4108 loss_bbox_4: 0.2404 loss_giou_4: 0.3992 time: 0.2803 data_time: 0.0171 lr: 2.5e-05 max_mem: 5427M [11/02 17:46:55] d2.utils.events INFO: eta: 1 day, 6:47:27 iter: 56339 total_loss: 6.985 loss_ce: 0.4105 loss_bbox: 0.2323 loss_giou: 0.3675 loss_ce_0: 0.6015 loss_bbox_0: 0.3833 loss_giou_0: 0.5579 loss_ce_1: 0.482 loss_bbox_1: 0.2644 loss_giou_1: 0.4244 loss_ce_2: 0.4295 loss_bbox_2: 0.2393 loss_giou_2: 0.3862 loss_ce_3: 0.4013 loss_bbox_3: 0.2409 loss_giou_3: 0.3727 loss_ce_4: 0.4098 loss_bbox_4: 0.2324 loss_giou_4: 0.3678 time: 0.2803 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:01] d2.utils.events INFO: eta: 1 day, 6:47:06 iter: 56359 total_loss: 6.92 loss_ce: 0.4099 loss_bbox: 0.2342 loss_giou: 0.3658 loss_ce_0: 0.5843 loss_bbox_0: 0.3879 loss_giou_0: 0.561 loss_ce_1: 0.4852 loss_bbox_1: 0.2825 loss_giou_1: 0.4206 loss_ce_2: 0.4366 loss_bbox_2: 0.2526 loss_giou_2: 0.3817 loss_ce_3: 0.4183 loss_bbox_3: 0.2405 loss_giou_3: 0.3684 loss_ce_4: 0.4076 loss_bbox_4: 0.2371 loss_giou_4: 0.368 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:06] d2.utils.events INFO: eta: 1 day, 6:46:59 iter: 56379 total_loss: 7.109 loss_ce: 0.4093 loss_bbox: 0.23 loss_giou: 0.3944 loss_ce_0: 0.5745 loss_bbox_0: 0.3891 loss_giou_0: 0.6257 loss_ce_1: 0.4772 loss_bbox_1: 0.2562 loss_giou_1: 0.4583 loss_ce_2: 0.437 loss_bbox_2: 0.2394 loss_giou_2: 0.4188 loss_ce_3: 0.4151 loss_bbox_3: 0.2331 loss_giou_3: 0.4051 loss_ce_4: 0.4061 loss_bbox_4: 0.2323 loss_giou_4: 0.4033 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:12] d2.utils.events INFO: eta: 1 day, 6:47:07 iter: 56399 total_loss: 6.98 loss_ce: 0.3981 loss_bbox: 0.2284 loss_giou: 0.3853 loss_ce_0: 0.5831 loss_bbox_0: 0.3896 loss_giou_0: 0.5938 loss_ce_1: 0.4849 loss_bbox_1: 0.2722 loss_giou_1: 0.4535 loss_ce_2: 0.4233 loss_bbox_2: 0.2489 loss_giou_2: 0.4142 loss_ce_3: 0.4048 loss_bbox_3: 0.2376 loss_giou_3: 0.3924 loss_ce_4: 0.3903 loss_bbox_4: 0.2351 loss_giou_4: 0.3912 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:18] d2.utils.events INFO: eta: 1 day, 6:46:49 iter: 56419 total_loss: 6.808 loss_ce: 0.3899 loss_bbox: 0.2239 loss_giou: 0.3858 loss_ce_0: 0.5761 loss_bbox_0: 0.3874 loss_giou_0: 0.5874 loss_ce_1: 0.4738 loss_bbox_1: 0.2566 loss_giou_1: 0.4384 loss_ce_2: 0.4273 loss_bbox_2: 0.2405 loss_giou_2: 0.4117 loss_ce_3: 0.4053 loss_bbox_3: 0.2311 loss_giou_3: 0.3976 loss_ce_4: 0.3968 loss_bbox_4: 0.2295 loss_giou_4: 0.3884 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:23] d2.utils.events INFO: eta: 1 day, 6:46:46 iter: 56439 total_loss: 7.001 loss_ce: 0.3994 loss_bbox: 0.2045 loss_giou: 0.3964 loss_ce_0: 0.5762 loss_bbox_0: 0.369 loss_giou_0: 0.6078 loss_ce_1: 0.4779 loss_bbox_1: 0.2468 loss_giou_1: 0.4558 loss_ce_2: 0.4146 loss_bbox_2: 0.2284 loss_giou_2: 0.4176 loss_ce_3: 0.4027 loss_bbox_3: 0.2172 loss_giou_3: 0.4042 loss_ce_4: 0.398 loss_bbox_4: 0.2041 loss_giou_4: 0.3985 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:29] d2.utils.events INFO: eta: 1 day, 6:46:16 iter: 56459 total_loss: 6.808 loss_ce: 0.3997 loss_bbox: 0.2179 loss_giou: 0.3848 loss_ce_0: 0.5668 loss_bbox_0: 0.3789 loss_giou_0: 0.5881 loss_ce_1: 0.4709 loss_bbox_1: 0.2599 loss_giou_1: 0.4524 loss_ce_2: 0.4333 loss_bbox_2: 0.2296 loss_giou_2: 0.407 loss_ce_3: 0.4083 loss_bbox_3: 0.2214 loss_giou_3: 0.3924 loss_ce_4: 0.4024 loss_bbox_4: 0.2181 loss_giou_4: 0.3861 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:35] d2.utils.events INFO: eta: 1 day, 6:46:31 iter: 56479 total_loss: 7.095 loss_ce: 0.4072 loss_bbox: 0.2355 loss_giou: 0.384 loss_ce_0: 0.5726 loss_bbox_0: 0.3849 loss_giou_0: 0.6034 loss_ce_1: 0.4731 loss_bbox_1: 0.2728 loss_giou_1: 0.4365 loss_ce_2: 0.4254 loss_bbox_2: 0.2521 loss_giou_2: 0.4021 loss_ce_3: 0.4157 loss_bbox_3: 0.2476 loss_giou_3: 0.3978 loss_ce_4: 0.4095 loss_bbox_4: 0.2418 loss_giou_4: 0.3831 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:40] d2.utils.events INFO: eta: 1 day, 6:46:26 iter: 56499 total_loss: 6.621 loss_ce: 0.3873 loss_bbox: 0.2179 loss_giou: 0.3909 loss_ce_0: 0.5524 loss_bbox_0: 0.3773 loss_giou_0: 0.591 loss_ce_1: 0.447 loss_bbox_1: 0.2516 loss_giou_1: 0.4403 loss_ce_2: 0.4123 loss_bbox_2: 0.2322 loss_giou_2: 0.4122 loss_ce_3: 0.3898 loss_bbox_3: 0.2248 loss_giou_3: 0.3992 loss_ce_4: 0.3897 loss_bbox_4: 0.2222 loss_giou_4: 0.392 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:46] d2.utils.events INFO: eta: 1 day, 6:45:25 iter: 56519 total_loss: 6.53 loss_ce: 0.3829 loss_bbox: 0.2083 loss_giou: 0.3674 loss_ce_0: 0.5526 loss_bbox_0: 0.3588 loss_giou_0: 0.5697 loss_ce_1: 0.4557 loss_bbox_1: 0.2534 loss_giou_1: 0.4275 loss_ce_2: 0.417 loss_bbox_2: 0.2271 loss_giou_2: 0.3868 loss_ce_3: 0.3878 loss_bbox_3: 0.2173 loss_giou_3: 0.3741 loss_ce_4: 0.3766 loss_bbox_4: 0.211 loss_giou_4: 0.3705 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:52] d2.utils.events INFO: eta: 1 day, 6:46:14 iter: 56539 total_loss: 6.896 loss_ce: 0.3972 loss_bbox: 0.2064 loss_giou: 0.3878 loss_ce_0: 0.557 loss_bbox_0: 0.3815 loss_giou_0: 0.5837 loss_ce_1: 0.4747 loss_bbox_1: 0.2562 loss_giou_1: 0.4514 loss_ce_2: 0.4182 loss_bbox_2: 0.2282 loss_giou_2: 0.4032 loss_ce_3: 0.3929 loss_bbox_3: 0.2235 loss_giou_3: 0.3981 loss_ce_4: 0.3955 loss_bbox_4: 0.2105 loss_giou_4: 0.3909 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 17:47:57] d2.utils.events INFO: eta: 1 day, 6:44:30 iter: 56559 total_loss: 6.819 loss_ce: 0.4069 loss_bbox: 0.2235 loss_giou: 0.3981 loss_ce_0: 0.5735 loss_bbox_0: 0.3715 loss_giou_0: 0.5661 loss_ce_1: 0.4883 loss_bbox_1: 0.2628 loss_giou_1: 0.4405 loss_ce_2: 0.4344 loss_bbox_2: 0.2458 loss_giou_2: 0.4004 loss_ce_3: 0.4174 loss_bbox_3: 0.2295 loss_giou_3: 0.3866 loss_ce_4: 0.4125 loss_bbox_4: 0.2264 loss_giou_4: 0.3859 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:03] d2.utils.events INFO: eta: 1 day, 6:45:55 iter: 56579 total_loss: 7.117 loss_ce: 0.407 loss_bbox: 0.2214 loss_giou: 0.406 loss_ce_0: 0.5845 loss_bbox_0: 0.3743 loss_giou_0: 0.6032 loss_ce_1: 0.4748 loss_bbox_1: 0.261 loss_giou_1: 0.4482 loss_ce_2: 0.4373 loss_bbox_2: 0.239 loss_giou_2: 0.4153 loss_ce_3: 0.4095 loss_bbox_3: 0.2238 loss_giou_3: 0.4125 loss_ce_4: 0.4043 loss_bbox_4: 0.2269 loss_giou_4: 0.4067 time: 0.2803 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:09] d2.utils.events INFO: eta: 1 day, 6:45:57 iter: 56599 total_loss: 6.941 loss_ce: 0.4295 loss_bbox: 0.2384 loss_giou: 0.3641 loss_ce_0: 0.5867 loss_bbox_0: 0.3845 loss_giou_0: 0.546 loss_ce_1: 0.501 loss_bbox_1: 0.2824 loss_giou_1: 0.4123 loss_ce_2: 0.4603 loss_bbox_2: 0.2519 loss_giou_2: 0.3745 loss_ce_3: 0.4366 loss_bbox_3: 0.245 loss_giou_3: 0.3715 loss_ce_4: 0.4322 loss_bbox_4: 0.2392 loss_giou_4: 0.363 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:15] d2.utils.events INFO: eta: 1 day, 6:45:27 iter: 56619 total_loss: 6.924 loss_ce: 0.4037 loss_bbox: 0.2403 loss_giou: 0.3737 loss_ce_0: 0.5902 loss_bbox_0: 0.4019 loss_giou_0: 0.593 loss_ce_1: 0.4902 loss_bbox_1: 0.281 loss_giou_1: 0.4291 loss_ce_2: 0.4273 loss_bbox_2: 0.2483 loss_giou_2: 0.3862 loss_ce_3: 0.4142 loss_bbox_3: 0.2466 loss_giou_3: 0.3846 loss_ce_4: 0.4041 loss_bbox_4: 0.244 loss_giou_4: 0.3772 time: 0.2803 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:20] d2.utils.events INFO: eta: 1 day, 6:44:51 iter: 56639 total_loss: 6.453 loss_ce: 0.3945 loss_bbox: 0.2306 loss_giou: 0.3448 loss_ce_0: 0.5841 loss_bbox_0: 0.3912 loss_giou_0: 0.5533 loss_ce_1: 0.4694 loss_bbox_1: 0.2592 loss_giou_1: 0.3961 loss_ce_2: 0.4246 loss_bbox_2: 0.2357 loss_giou_2: 0.3578 loss_ce_3: 0.396 loss_bbox_3: 0.2337 loss_giou_3: 0.3509 loss_ce_4: 0.3956 loss_bbox_4: 0.2311 loss_giou_4: 0.3437 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:26] d2.utils.events INFO: eta: 1 day, 6:45:47 iter: 56659 total_loss: 6.987 loss_ce: 0.3733 loss_bbox: 0.2211 loss_giou: 0.4093 loss_ce_0: 0.5785 loss_bbox_0: 0.3798 loss_giou_0: 0.629 loss_ce_1: 0.461 loss_bbox_1: 0.2545 loss_giou_1: 0.4695 loss_ce_2: 0.4126 loss_bbox_2: 0.2357 loss_giou_2: 0.4272 loss_ce_3: 0.384 loss_bbox_3: 0.2274 loss_giou_3: 0.4209 loss_ce_4: 0.3725 loss_bbox_4: 0.2258 loss_giou_4: 0.4123 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:32] d2.utils.events INFO: eta: 1 day, 6:45:48 iter: 56679 total_loss: 6.819 loss_ce: 0.3971 loss_bbox: 0.2129 loss_giou: 0.3837 loss_ce_0: 0.5772 loss_bbox_0: 0.3869 loss_giou_0: 0.5795 loss_ce_1: 0.4723 loss_bbox_1: 0.2608 loss_giou_1: 0.4278 loss_ce_2: 0.4245 loss_bbox_2: 0.2329 loss_giou_2: 0.402 loss_ce_3: 0.4058 loss_bbox_3: 0.2197 loss_giou_3: 0.3895 loss_ce_4: 0.3975 loss_bbox_4: 0.2137 loss_giou_4: 0.3858 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:37] d2.utils.events INFO: eta: 1 day, 6:45:42 iter: 56699 total_loss: 6.89 loss_ce: 0.4123 loss_bbox: 0.2165 loss_giou: 0.3949 loss_ce_0: 0.5744 loss_bbox_0: 0.3647 loss_giou_0: 0.5882 loss_ce_1: 0.4733 loss_bbox_1: 0.2512 loss_giou_1: 0.4463 loss_ce_2: 0.4344 loss_bbox_2: 0.2276 loss_giou_2: 0.4174 loss_ce_3: 0.4256 loss_bbox_3: 0.2215 loss_giou_3: 0.403 loss_ce_4: 0.4223 loss_bbox_4: 0.2202 loss_giou_4: 0.3993 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:43] d2.utils.events INFO: eta: 1 day, 6:45:46 iter: 56719 total_loss: 6.883 loss_ce: 0.4163 loss_bbox: 0.2187 loss_giou: 0.399 loss_ce_0: 0.574 loss_bbox_0: 0.3733 loss_giou_0: 0.6231 loss_ce_1: 0.4833 loss_bbox_1: 0.2527 loss_giou_1: 0.4471 loss_ce_2: 0.4321 loss_bbox_2: 0.2297 loss_giou_2: 0.4099 loss_ce_3: 0.4171 loss_bbox_3: 0.2227 loss_giou_3: 0.3977 loss_ce_4: 0.4125 loss_bbox_4: 0.2184 loss_giou_4: 0.3962 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:49] d2.utils.events INFO: eta: 1 day, 6:45:31 iter: 56739 total_loss: 6.933 loss_ce: 0.3908 loss_bbox: 0.2345 loss_giou: 0.3675 loss_ce_0: 0.5567 loss_bbox_0: 0.3937 loss_giou_0: 0.5624 loss_ce_1: 0.4668 loss_bbox_1: 0.2594 loss_giou_1: 0.4278 loss_ce_2: 0.4075 loss_bbox_2: 0.2454 loss_giou_2: 0.3847 loss_ce_3: 0.3779 loss_bbox_3: 0.2397 loss_giou_3: 0.3824 loss_ce_4: 0.3863 loss_bbox_4: 0.2373 loss_giou_4: 0.3772 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 17:48:54] d2.utils.events INFO: eta: 1 day, 6:45:23 iter: 56759 total_loss: 7.135 loss_ce: 0.4438 loss_bbox: 0.2296 loss_giou: 0.3888 loss_ce_0: 0.5942 loss_bbox_0: 0.3801 loss_giou_0: 0.5938 loss_ce_1: 0.5001 loss_bbox_1: 0.2705 loss_giou_1: 0.4322 loss_ce_2: 0.4597 loss_bbox_2: 0.2469 loss_giou_2: 0.4024 loss_ce_3: 0.4413 loss_bbox_3: 0.2347 loss_giou_3: 0.3968 loss_ce_4: 0.4343 loss_bbox_4: 0.2291 loss_giou_4: 0.3922 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:00] d2.utils.events INFO: eta: 1 day, 6:45:23 iter: 56779 total_loss: 6.922 loss_ce: 0.4152 loss_bbox: 0.227 loss_giou: 0.3817 loss_ce_0: 0.5818 loss_bbox_0: 0.3861 loss_giou_0: 0.5844 loss_ce_1: 0.4793 loss_bbox_1: 0.2604 loss_giou_1: 0.4448 loss_ce_2: 0.4439 loss_bbox_2: 0.233 loss_giou_2: 0.4075 loss_ce_3: 0.4202 loss_bbox_3: 0.227 loss_giou_3: 0.3888 loss_ce_4: 0.4191 loss_bbox_4: 0.2253 loss_giou_4: 0.3856 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:06] d2.utils.events INFO: eta: 1 day, 6:45:18 iter: 56799 total_loss: 6.707 loss_ce: 0.3857 loss_bbox: 0.2205 loss_giou: 0.3769 loss_ce_0: 0.5594 loss_bbox_0: 0.3777 loss_giou_0: 0.5774 loss_ce_1: 0.4645 loss_bbox_1: 0.2568 loss_giou_1: 0.429 loss_ce_2: 0.4154 loss_bbox_2: 0.2354 loss_giou_2: 0.3939 loss_ce_3: 0.3917 loss_bbox_3: 0.2237 loss_giou_3: 0.3802 loss_ce_4: 0.3812 loss_bbox_4: 0.2177 loss_giou_4: 0.3786 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:12] d2.utils.events INFO: eta: 1 day, 6:45:19 iter: 56819 total_loss: 6.683 loss_ce: 0.3789 loss_bbox: 0.2228 loss_giou: 0.3667 loss_ce_0: 0.5539 loss_bbox_0: 0.3643 loss_giou_0: 0.546 loss_ce_1: 0.4578 loss_bbox_1: 0.2752 loss_giou_1: 0.422 loss_ce_2: 0.4185 loss_bbox_2: 0.2343 loss_giou_2: 0.3871 loss_ce_3: 0.3955 loss_bbox_3: 0.2252 loss_giou_3: 0.3785 loss_ce_4: 0.3859 loss_bbox_4: 0.2206 loss_giou_4: 0.3718 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:17] d2.utils.events INFO: eta: 1 day, 6:45:23 iter: 56839 total_loss: 6.866 loss_ce: 0.4045 loss_bbox: 0.2142 loss_giou: 0.3907 loss_ce_0: 0.5884 loss_bbox_0: 0.3604 loss_giou_0: 0.584 loss_ce_1: 0.4931 loss_bbox_1: 0.26 loss_giou_1: 0.4403 loss_ce_2: 0.4213 loss_bbox_2: 0.228 loss_giou_2: 0.4038 loss_ce_3: 0.4034 loss_bbox_3: 0.2192 loss_giou_3: 0.3923 loss_ce_4: 0.4089 loss_bbox_4: 0.2173 loss_giou_4: 0.3924 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:23] d2.utils.events INFO: eta: 1 day, 6:45:34 iter: 56859 total_loss: 6.955 loss_ce: 0.4208 loss_bbox: 0.2348 loss_giou: 0.3849 loss_ce_0: 0.5889 loss_bbox_0: 0.3941 loss_giou_0: 0.6126 loss_ce_1: 0.5134 loss_bbox_1: 0.2857 loss_giou_1: 0.448 loss_ce_2: 0.4405 loss_bbox_2: 0.2497 loss_giou_2: 0.4057 loss_ce_3: 0.4208 loss_bbox_3: 0.243 loss_giou_3: 0.3998 loss_ce_4: 0.4196 loss_bbox_4: 0.2361 loss_giou_4: 0.3916 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:29] d2.utils.events INFO: eta: 1 day, 6:46:39 iter: 56879 total_loss: 7.06 loss_ce: 0.4159 loss_bbox: 0.2295 loss_giou: 0.3876 loss_ce_0: 0.5977 loss_bbox_0: 0.4029 loss_giou_0: 0.6039 loss_ce_1: 0.4869 loss_bbox_1: 0.2739 loss_giou_1: 0.4466 loss_ce_2: 0.4524 loss_bbox_2: 0.2389 loss_giou_2: 0.3991 loss_ce_3: 0.4244 loss_bbox_3: 0.2347 loss_giou_3: 0.3957 loss_ce_4: 0.4131 loss_bbox_4: 0.2318 loss_giou_4: 0.3897 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:34] d2.utils.events INFO: eta: 1 day, 6:47:20 iter: 56899 total_loss: 6.967 loss_ce: 0.4027 loss_bbox: 0.2215 loss_giou: 0.4104 loss_ce_0: 0.575 loss_bbox_0: 0.3641 loss_giou_0: 0.6161 loss_ce_1: 0.4791 loss_bbox_1: 0.2593 loss_giou_1: 0.4703 loss_ce_2: 0.4321 loss_bbox_2: 0.2274 loss_giou_2: 0.4283 loss_ce_3: 0.3996 loss_bbox_3: 0.2244 loss_giou_3: 0.4217 loss_ce_4: 0.4052 loss_bbox_4: 0.2218 loss_giou_4: 0.4121 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:40] d2.utils.events INFO: eta: 1 day, 6:47:15 iter: 56919 total_loss: 6.977 loss_ce: 0.3887 loss_bbox: 0.229 loss_giou: 0.3707 loss_ce_0: 0.5619 loss_bbox_0: 0.365 loss_giou_0: 0.5666 loss_ce_1: 0.4815 loss_bbox_1: 0.2622 loss_giou_1: 0.4309 loss_ce_2: 0.4203 loss_bbox_2: 0.2321 loss_giou_2: 0.3996 loss_ce_3: 0.3935 loss_bbox_3: 0.2358 loss_giou_3: 0.3863 loss_ce_4: 0.3876 loss_bbox_4: 0.2295 loss_giou_4: 0.3746 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:46] d2.utils.events INFO: eta: 1 day, 6:46:17 iter: 56939 total_loss: 6.884 loss_ce: 0.3917 loss_bbox: 0.2349 loss_giou: 0.4123 loss_ce_0: 0.5633 loss_bbox_0: 0.382 loss_giou_0: 0.5798 loss_ce_1: 0.4819 loss_bbox_1: 0.2682 loss_giou_1: 0.4512 loss_ce_2: 0.4265 loss_bbox_2: 0.2438 loss_giou_2: 0.4231 loss_ce_3: 0.3939 loss_bbox_3: 0.237 loss_giou_3: 0.4213 loss_ce_4: 0.3928 loss_bbox_4: 0.2332 loss_giou_4: 0.4115 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:51] d2.utils.events INFO: eta: 1 day, 6:46:24 iter: 56959 total_loss: 7.031 loss_ce: 0.3926 loss_bbox: 0.2185 loss_giou: 0.3949 loss_ce_0: 0.5882 loss_bbox_0: 0.3835 loss_giou_0: 0.5886 loss_ce_1: 0.4782 loss_bbox_1: 0.2596 loss_giou_1: 0.4553 loss_ce_2: 0.4339 loss_bbox_2: 0.2325 loss_giou_2: 0.4133 loss_ce_3: 0.3938 loss_bbox_3: 0.2245 loss_giou_3: 0.4024 loss_ce_4: 0.395 loss_bbox_4: 0.2256 loss_giou_4: 0.3975 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 17:49:57] d2.utils.events INFO: eta: 1 day, 6:46:58 iter: 56979 total_loss: 6.934 loss_ce: 0.4297 loss_bbox: 0.2277 loss_giou: 0.4007 loss_ce_0: 0.6045 loss_bbox_0: 0.3916 loss_giou_0: 0.6188 loss_ce_1: 0.5063 loss_bbox_1: 0.2676 loss_giou_1: 0.4612 loss_ce_2: 0.4721 loss_bbox_2: 0.2399 loss_giou_2: 0.4159 loss_ce_3: 0.4388 loss_bbox_3: 0.233 loss_giou_3: 0.4079 loss_ce_4: 0.4279 loss_bbox_4: 0.2283 loss_giou_4: 0.4016 time: 0.2803 data_time: 0.0163 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:03] d2.utils.events INFO: eta: 1 day, 6:46:44 iter: 56999 total_loss: 6.639 loss_ce: 0.3866 loss_bbox: 0.2242 loss_giou: 0.3565 loss_ce_0: 0.5555 loss_bbox_0: 0.3782 loss_giou_0: 0.5572 loss_ce_1: 0.4642 loss_bbox_1: 0.2576 loss_giou_1: 0.4094 loss_ce_2: 0.4202 loss_bbox_2: 0.2315 loss_giou_2: 0.3758 loss_ce_3: 0.3968 loss_bbox_3: 0.2229 loss_giou_3: 0.3674 loss_ce_4: 0.3908 loss_bbox_4: 0.223 loss_giou_4: 0.3616 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:09] d2.utils.events INFO: eta: 1 day, 6:45:36 iter: 57019 total_loss: 7.096 loss_ce: 0.4229 loss_bbox: 0.2113 loss_giou: 0.4133 loss_ce_0: 0.5915 loss_bbox_0: 0.3691 loss_giou_0: 0.6145 loss_ce_1: 0.4919 loss_bbox_1: 0.2475 loss_giou_1: 0.4659 loss_ce_2: 0.4441 loss_bbox_2: 0.2226 loss_giou_2: 0.4267 loss_ce_3: 0.4234 loss_bbox_3: 0.2126 loss_giou_3: 0.4103 loss_ce_4: 0.4194 loss_bbox_4: 0.2147 loss_giou_4: 0.4133 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:14] d2.utils.events INFO: eta: 1 day, 6:45:49 iter: 57039 total_loss: 6.839 loss_ce: 0.3887 loss_bbox: 0.2074 loss_giou: 0.4248 loss_ce_0: 0.5528 loss_bbox_0: 0.3553 loss_giou_0: 0.6357 loss_ce_1: 0.4878 loss_bbox_1: 0.2359 loss_giou_1: 0.4724 loss_ce_2: 0.4187 loss_bbox_2: 0.2135 loss_giou_2: 0.4382 loss_ce_3: 0.4051 loss_bbox_3: 0.2134 loss_giou_3: 0.4318 loss_ce_4: 0.3976 loss_bbox_4: 0.2055 loss_giou_4: 0.4252 time: 0.2803 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:20] d2.utils.events INFO: eta: 1 day, 6:44:08 iter: 57059 total_loss: 6.899 loss_ce: 0.3925 loss_bbox: 0.2346 loss_giou: 0.3725 loss_ce_0: 0.5629 loss_bbox_0: 0.3792 loss_giou_0: 0.5733 loss_ce_1: 0.4648 loss_bbox_1: 0.2677 loss_giou_1: 0.4229 loss_ce_2: 0.4184 loss_bbox_2: 0.2393 loss_giou_2: 0.3927 loss_ce_3: 0.393 loss_bbox_3: 0.2347 loss_giou_3: 0.3834 loss_ce_4: 0.3845 loss_bbox_4: 0.2325 loss_giou_4: 0.3777 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:26] d2.utils.events INFO: eta: 1 day, 6:43:55 iter: 57079 total_loss: 6.682 loss_ce: 0.3997 loss_bbox: 0.2358 loss_giou: 0.3819 loss_ce_0: 0.5784 loss_bbox_0: 0.394 loss_giou_0: 0.6042 loss_ce_1: 0.47 loss_bbox_1: 0.2796 loss_giou_1: 0.4384 loss_ce_2: 0.4267 loss_bbox_2: 0.2488 loss_giou_2: 0.3968 loss_ce_3: 0.4043 loss_bbox_3: 0.2478 loss_giou_3: 0.3858 loss_ce_4: 0.4006 loss_bbox_4: 0.2383 loss_giou_4: 0.3811 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:31] d2.utils.events INFO: eta: 1 day, 6:43:50 iter: 57099 total_loss: 6.891 loss_ce: 0.4093 loss_bbox: 0.2202 loss_giou: 0.3769 loss_ce_0: 0.5888 loss_bbox_0: 0.376 loss_giou_0: 0.5837 loss_ce_1: 0.4823 loss_bbox_1: 0.262 loss_giou_1: 0.4401 loss_ce_2: 0.4446 loss_bbox_2: 0.2351 loss_giou_2: 0.3934 loss_ce_3: 0.4228 loss_bbox_3: 0.2293 loss_giou_3: 0.3836 loss_ce_4: 0.4113 loss_bbox_4: 0.224 loss_giou_4: 0.3794 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:37] d2.utils.events INFO: eta: 1 day, 6:43:42 iter: 57119 total_loss: 6.594 loss_ce: 0.3871 loss_bbox: 0.2073 loss_giou: 0.3669 loss_ce_0: 0.5737 loss_bbox_0: 0.3686 loss_giou_0: 0.566 loss_ce_1: 0.4716 loss_bbox_1: 0.2527 loss_giou_1: 0.4398 loss_ce_2: 0.4292 loss_bbox_2: 0.2199 loss_giou_2: 0.3979 loss_ce_3: 0.3911 loss_bbox_3: 0.2142 loss_giou_3: 0.3728 loss_ce_4: 0.3924 loss_bbox_4: 0.2101 loss_giou_4: 0.3688 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:43] d2.utils.events INFO: eta: 1 day, 6:44:15 iter: 57139 total_loss: 6.723 loss_ce: 0.3759 loss_bbox: 0.2251 loss_giou: 0.3778 loss_ce_0: 0.5511 loss_bbox_0: 0.3785 loss_giou_0: 0.5675 loss_ce_1: 0.4629 loss_bbox_1: 0.27 loss_giou_1: 0.4228 loss_ce_2: 0.3968 loss_bbox_2: 0.2404 loss_giou_2: 0.3903 loss_ce_3: 0.3807 loss_bbox_3: 0.228 loss_giou_3: 0.3836 loss_ce_4: 0.3819 loss_bbox_4: 0.2262 loss_giou_4: 0.3745 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:48] d2.utils.events INFO: eta: 1 day, 6:45:15 iter: 57159 total_loss: 6.752 loss_ce: 0.4006 loss_bbox: 0.2246 loss_giou: 0.367 loss_ce_0: 0.5709 loss_bbox_0: 0.3739 loss_giou_0: 0.5478 loss_ce_1: 0.4848 loss_bbox_1: 0.2561 loss_giou_1: 0.41 loss_ce_2: 0.4345 loss_bbox_2: 0.2326 loss_giou_2: 0.3865 loss_ce_3: 0.4008 loss_bbox_3: 0.2297 loss_giou_3: 0.3741 loss_ce_4: 0.3981 loss_bbox_4: 0.2234 loss_giou_4: 0.3701 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 17:50:54] d2.utils.events INFO: eta: 1 day, 6:45:14 iter: 57179 total_loss: 6.602 loss_ce: 0.3605 loss_bbox: 0.2108 loss_giou: 0.383 loss_ce_0: 0.5507 loss_bbox_0: 0.3472 loss_giou_0: 0.5803 loss_ce_1: 0.4586 loss_bbox_1: 0.2367 loss_giou_1: 0.428 loss_ce_2: 0.4038 loss_bbox_2: 0.2243 loss_giou_2: 0.4068 loss_ce_3: 0.3697 loss_bbox_3: 0.2146 loss_giou_3: 0.394 loss_ce_4: 0.367 loss_bbox_4: 0.2089 loss_giou_4: 0.3857 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:00] d2.utils.events INFO: eta: 1 day, 6:43:19 iter: 57199 total_loss: 6.458 loss_ce: 0.3508 loss_bbox: 0.2253 loss_giou: 0.3635 loss_ce_0: 0.5427 loss_bbox_0: 0.3731 loss_giou_0: 0.5451 loss_ce_1: 0.4521 loss_bbox_1: 0.2607 loss_giou_1: 0.4046 loss_ce_2: 0.379 loss_bbox_2: 0.2329 loss_giou_2: 0.3754 loss_ce_3: 0.3605 loss_bbox_3: 0.2271 loss_giou_3: 0.3663 loss_ce_4: 0.358 loss_bbox_4: 0.2304 loss_giou_4: 0.3639 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:05] d2.utils.events INFO: eta: 1 day, 6:43:19 iter: 57219 total_loss: 6.874 loss_ce: 0.3963 loss_bbox: 0.2256 loss_giou: 0.3821 loss_ce_0: 0.5618 loss_bbox_0: 0.3848 loss_giou_0: 0.5934 loss_ce_1: 0.4814 loss_bbox_1: 0.2549 loss_giou_1: 0.4424 loss_ce_2: 0.4381 loss_bbox_2: 0.2359 loss_giou_2: 0.4073 loss_ce_3: 0.4127 loss_bbox_3: 0.2242 loss_giou_3: 0.3934 loss_ce_4: 0.4013 loss_bbox_4: 0.2238 loss_giou_4: 0.3879 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:11] d2.utils.events INFO: eta: 1 day, 6:43:00 iter: 57239 total_loss: 6.722 loss_ce: 0.4011 loss_bbox: 0.2209 loss_giou: 0.3745 loss_ce_0: 0.5748 loss_bbox_0: 0.3697 loss_giou_0: 0.5744 loss_ce_1: 0.4905 loss_bbox_1: 0.2586 loss_giou_1: 0.4222 loss_ce_2: 0.4161 loss_bbox_2: 0.2371 loss_giou_2: 0.3965 loss_ce_3: 0.3952 loss_bbox_3: 0.2286 loss_giou_3: 0.3825 loss_ce_4: 0.4006 loss_bbox_4: 0.2242 loss_giou_4: 0.3779 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:17] d2.utils.events INFO: eta: 1 day, 6:41:44 iter: 57259 total_loss: 6.789 loss_ce: 0.3731 loss_bbox: 0.2357 loss_giou: 0.3806 loss_ce_0: 0.5527 loss_bbox_0: 0.3812 loss_giou_0: 0.5652 loss_ce_1: 0.4577 loss_bbox_1: 0.274 loss_giou_1: 0.4272 loss_ce_2: 0.4037 loss_bbox_2: 0.2511 loss_giou_2: 0.3976 loss_ce_3: 0.3793 loss_bbox_3: 0.2375 loss_giou_3: 0.3882 loss_ce_4: 0.3749 loss_bbox_4: 0.237 loss_giou_4: 0.3839 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:22] d2.utils.events INFO: eta: 1 day, 6:41:30 iter: 57279 total_loss: 6.737 loss_ce: 0.4003 loss_bbox: 0.2183 loss_giou: 0.3887 loss_ce_0: 0.5627 loss_bbox_0: 0.3854 loss_giou_0: 0.5995 loss_ce_1: 0.4642 loss_bbox_1: 0.2688 loss_giou_1: 0.4474 loss_ce_2: 0.4223 loss_bbox_2: 0.2339 loss_giou_2: 0.4099 loss_ce_3: 0.3928 loss_bbox_3: 0.227 loss_giou_3: 0.3993 loss_ce_4: 0.4022 loss_bbox_4: 0.2197 loss_giou_4: 0.3914 time: 0.2803 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:28] d2.utils.events INFO: eta: 1 day, 6:41:25 iter: 57299 total_loss: 7.156 loss_ce: 0.4301 loss_bbox: 0.2227 loss_giou: 0.3902 loss_ce_0: 0.591 loss_bbox_0: 0.3888 loss_giou_0: 0.6208 loss_ce_1: 0.5042 loss_bbox_1: 0.2676 loss_giou_1: 0.4552 loss_ce_2: 0.4521 loss_bbox_2: 0.2424 loss_giou_2: 0.4096 loss_ce_3: 0.4214 loss_bbox_3: 0.2297 loss_giou_3: 0.3967 loss_ce_4: 0.4222 loss_bbox_4: 0.2268 loss_giou_4: 0.3938 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:34] d2.utils.events INFO: eta: 1 day, 6:41:50 iter: 57319 total_loss: 7.006 loss_ce: 0.4046 loss_bbox: 0.2388 loss_giou: 0.3758 loss_ce_0: 0.5803 loss_bbox_0: 0.3935 loss_giou_0: 0.5791 loss_ce_1: 0.4859 loss_bbox_1: 0.2675 loss_giou_1: 0.4341 loss_ce_2: 0.4279 loss_bbox_2: 0.2441 loss_giou_2: 0.3915 loss_ce_3: 0.4108 loss_bbox_3: 0.2404 loss_giou_3: 0.3816 loss_ce_4: 0.4113 loss_bbox_4: 0.2381 loss_giou_4: 0.3765 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:39] d2.utils.events INFO: eta: 1 day, 6:41:44 iter: 57339 total_loss: 7.011 loss_ce: 0.4245 loss_bbox: 0.2381 loss_giou: 0.3738 loss_ce_0: 0.5757 loss_bbox_0: 0.3831 loss_giou_0: 0.5798 loss_ce_1: 0.4796 loss_bbox_1: 0.2629 loss_giou_1: 0.4418 loss_ce_2: 0.4405 loss_bbox_2: 0.2452 loss_giou_2: 0.4046 loss_ce_3: 0.4202 loss_bbox_3: 0.2448 loss_giou_3: 0.3865 loss_ce_4: 0.4238 loss_bbox_4: 0.2421 loss_giou_4: 0.3777 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:45] d2.utils.events INFO: eta: 1 day, 6:42:32 iter: 57359 total_loss: 6.684 loss_ce: 0.4053 loss_bbox: 0.2273 loss_giou: 0.3749 loss_ce_0: 0.5657 loss_bbox_0: 0.3889 loss_giou_0: 0.5772 loss_ce_1: 0.4917 loss_bbox_1: 0.2646 loss_giou_1: 0.4251 loss_ce_2: 0.441 loss_bbox_2: 0.2351 loss_giou_2: 0.3914 loss_ce_3: 0.4164 loss_bbox_3: 0.2233 loss_giou_3: 0.3782 loss_ce_4: 0.4034 loss_bbox_4: 0.2304 loss_giou_4: 0.3715 time: 0.2803 data_time: 0.0154 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:51] d2.utils.events INFO: eta: 1 day, 6:42:26 iter: 57379 total_loss: 7.094 loss_ce: 0.4233 loss_bbox: 0.2254 loss_giou: 0.4011 loss_ce_0: 0.6113 loss_bbox_0: 0.3732 loss_giou_0: 0.6052 loss_ce_1: 0.5054 loss_bbox_1: 0.257 loss_giou_1: 0.448 loss_ce_2: 0.4572 loss_bbox_2: 0.2322 loss_giou_2: 0.4148 loss_ce_3: 0.4371 loss_bbox_3: 0.2258 loss_giou_3: 0.4078 loss_ce_4: 0.4193 loss_bbox_4: 0.225 loss_giou_4: 0.4012 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 17:51:56] d2.utils.events INFO: eta: 1 day, 6:42:10 iter: 57399 total_loss: 6.875 loss_ce: 0.4133 loss_bbox: 0.2154 loss_giou: 0.3797 loss_ce_0: 0.5685 loss_bbox_0: 0.3631 loss_giou_0: 0.6149 loss_ce_1: 0.4842 loss_bbox_1: 0.2448 loss_giou_1: 0.4488 loss_ce_2: 0.4345 loss_bbox_2: 0.2276 loss_giou_2: 0.4037 loss_ce_3: 0.4107 loss_bbox_3: 0.2262 loss_giou_3: 0.3916 loss_ce_4: 0.4102 loss_bbox_4: 0.2228 loss_giou_4: 0.3882 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:02] d2.utils.events INFO: eta: 1 day, 6:42:15 iter: 57419 total_loss: 6.583 loss_ce: 0.3651 loss_bbox: 0.2395 loss_giou: 0.3926 loss_ce_0: 0.5505 loss_bbox_0: 0.3787 loss_giou_0: 0.5753 loss_ce_1: 0.4567 loss_bbox_1: 0.2641 loss_giou_1: 0.4469 loss_ce_2: 0.3966 loss_bbox_2: 0.2467 loss_giou_2: 0.412 loss_ce_3: 0.3665 loss_bbox_3: 0.2424 loss_giou_3: 0.4009 loss_ce_4: 0.3687 loss_bbox_4: 0.2424 loss_giou_4: 0.3963 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:08] d2.utils.events INFO: eta: 1 day, 6:41:58 iter: 57439 total_loss: 7.139 loss_ce: 0.419 loss_bbox: 0.2359 loss_giou: 0.3878 loss_ce_0: 0.607 loss_bbox_0: 0.3919 loss_giou_0: 0.5879 loss_ce_1: 0.5062 loss_bbox_1: 0.2718 loss_giou_1: 0.4377 loss_ce_2: 0.4499 loss_bbox_2: 0.2445 loss_giou_2: 0.3977 loss_ce_3: 0.4344 loss_bbox_3: 0.2436 loss_giou_3: 0.3865 loss_ce_4: 0.4272 loss_bbox_4: 0.2379 loss_giou_4: 0.3848 time: 0.2803 data_time: 0.0170 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:14] d2.utils.events INFO: eta: 1 day, 6:43:04 iter: 57459 total_loss: 7.048 loss_ce: 0.4108 loss_bbox: 0.2216 loss_giou: 0.4036 loss_ce_0: 0.6099 loss_bbox_0: 0.3809 loss_giou_0: 0.6074 loss_ce_1: 0.5011 loss_bbox_1: 0.265 loss_giou_1: 0.4647 loss_ce_2: 0.4613 loss_bbox_2: 0.2389 loss_giou_2: 0.4183 loss_ce_3: 0.4198 loss_bbox_3: 0.2307 loss_giou_3: 0.4133 loss_ce_4: 0.4147 loss_bbox_4: 0.2229 loss_giou_4: 0.4046 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:19] d2.utils.events INFO: eta: 1 day, 6:43:18 iter: 57479 total_loss: 6.83 loss_ce: 0.3734 loss_bbox: 0.231 loss_giou: 0.3917 loss_ce_0: 0.5657 loss_bbox_0: 0.3743 loss_giou_0: 0.5818 loss_ce_1: 0.4636 loss_bbox_1: 0.2624 loss_giou_1: 0.4323 loss_ce_2: 0.4097 loss_bbox_2: 0.2415 loss_giou_2: 0.4071 loss_ce_3: 0.3838 loss_bbox_3: 0.2407 loss_giou_3: 0.3967 loss_ce_4: 0.3765 loss_bbox_4: 0.2354 loss_giou_4: 0.3913 time: 0.2803 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:25] d2.utils.events INFO: eta: 1 day, 6:43:21 iter: 57499 total_loss: 7.032 loss_ce: 0.3924 loss_bbox: 0.2217 loss_giou: 0.3944 loss_ce_0: 0.5824 loss_bbox_0: 0.3888 loss_giou_0: 0.6172 loss_ce_1: 0.4813 loss_bbox_1: 0.2608 loss_giou_1: 0.456 loss_ce_2: 0.4292 loss_bbox_2: 0.2332 loss_giou_2: 0.4048 loss_ce_3: 0.392 loss_bbox_3: 0.235 loss_giou_3: 0.3965 loss_ce_4: 0.392 loss_bbox_4: 0.2209 loss_giou_4: 0.3929 time: 0.2803 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:31] d2.utils.events INFO: eta: 1 day, 6:43:07 iter: 57519 total_loss: 6.496 loss_ce: 0.3756 loss_bbox: 0.211 loss_giou: 0.3934 loss_ce_0: 0.578 loss_bbox_0: 0.37 loss_giou_0: 0.5768 loss_ce_1: 0.4676 loss_bbox_1: 0.2461 loss_giou_1: 0.4535 loss_ce_2: 0.4039 loss_bbox_2: 0.2253 loss_giou_2: 0.4124 loss_ce_3: 0.3848 loss_bbox_3: 0.2207 loss_giou_3: 0.4035 loss_ce_4: 0.3784 loss_bbox_4: 0.2136 loss_giou_4: 0.3988 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:36] d2.utils.events INFO: eta: 1 day, 6:42:25 iter: 57539 total_loss: 7.052 loss_ce: 0.4153 loss_bbox: 0.2208 loss_giou: 0.3755 loss_ce_0: 0.5759 loss_bbox_0: 0.3739 loss_giou_0: 0.5899 loss_ce_1: 0.4918 loss_bbox_1: 0.257 loss_giou_1: 0.4327 loss_ce_2: 0.4431 loss_bbox_2: 0.2368 loss_giou_2: 0.3929 loss_ce_3: 0.4184 loss_bbox_3: 0.2263 loss_giou_3: 0.3812 loss_ce_4: 0.4229 loss_bbox_4: 0.2198 loss_giou_4: 0.3764 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:42] d2.utils.events INFO: eta: 1 day, 6:42:56 iter: 57559 total_loss: 6.992 loss_ce: 0.4032 loss_bbox: 0.2228 loss_giou: 0.3957 loss_ce_0: 0.5897 loss_bbox_0: 0.3925 loss_giou_0: 0.5977 loss_ce_1: 0.4835 loss_bbox_1: 0.2629 loss_giou_1: 0.4457 loss_ce_2: 0.4398 loss_bbox_2: 0.238 loss_giou_2: 0.4093 loss_ce_3: 0.4055 loss_bbox_3: 0.234 loss_giou_3: 0.4022 loss_ce_4: 0.4063 loss_bbox_4: 0.2286 loss_giou_4: 0.3962 time: 0.2803 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:48] d2.utils.events INFO: eta: 1 day, 6:41:50 iter: 57579 total_loss: 6.771 loss_ce: 0.3841 loss_bbox: 0.226 loss_giou: 0.3755 loss_ce_0: 0.564 loss_bbox_0: 0.3577 loss_giou_0: 0.5687 loss_ce_1: 0.4652 loss_bbox_1: 0.2601 loss_giou_1: 0.426 loss_ce_2: 0.4203 loss_bbox_2: 0.2313 loss_giou_2: 0.3827 loss_ce_3: 0.3875 loss_bbox_3: 0.2291 loss_giou_3: 0.3776 loss_ce_4: 0.3852 loss_bbox_4: 0.2277 loss_giou_4: 0.3756 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:53] d2.utils.events INFO: eta: 1 day, 6:41:25 iter: 57599 total_loss: 6.805 loss_ce: 0.3944 loss_bbox: 0.2196 loss_giou: 0.3993 loss_ce_0: 0.5829 loss_bbox_0: 0.3638 loss_giou_0: 0.5696 loss_ce_1: 0.4757 loss_bbox_1: 0.2527 loss_giou_1: 0.4518 loss_ce_2: 0.4306 loss_bbox_2: 0.2312 loss_giou_2: 0.4133 loss_ce_3: 0.409 loss_bbox_3: 0.2244 loss_giou_3: 0.4078 loss_ce_4: 0.3998 loss_bbox_4: 0.221 loss_giou_4: 0.4016 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 17:52:59] d2.utils.events INFO: eta: 1 day, 6:41:54 iter: 57619 total_loss: 7.224 loss_ce: 0.4108 loss_bbox: 0.2215 loss_giou: 0.3783 loss_ce_0: 0.6016 loss_bbox_0: 0.3776 loss_giou_0: 0.5768 loss_ce_1: 0.4907 loss_bbox_1: 0.2678 loss_giou_1: 0.4372 loss_ce_2: 0.4465 loss_bbox_2: 0.2331 loss_giou_2: 0.3949 loss_ce_3: 0.4185 loss_bbox_3: 0.2225 loss_giou_3: 0.385 loss_ce_4: 0.415 loss_bbox_4: 0.2209 loss_giou_4: 0.3821 time: 0.2803 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:05] d2.utils.events INFO: eta: 1 day, 6:41:49 iter: 57639 total_loss: 6.83 loss_ce: 0.38 loss_bbox: 0.2296 loss_giou: 0.378 loss_ce_0: 0.5829 loss_bbox_0: 0.3869 loss_giou_0: 0.5629 loss_ce_1: 0.4653 loss_bbox_1: 0.268 loss_giou_1: 0.4307 loss_ce_2: 0.3971 loss_bbox_2: 0.2489 loss_giou_2: 0.4028 loss_ce_3: 0.3821 loss_bbox_3: 0.2392 loss_giou_3: 0.3866 loss_ce_4: 0.3805 loss_bbox_4: 0.2326 loss_giou_4: 0.379 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:10] d2.utils.events INFO: eta: 1 day, 6:41:08 iter: 57659 total_loss: 6.648 loss_ce: 0.3818 loss_bbox: 0.2145 loss_giou: 0.3881 loss_ce_0: 0.5557 loss_bbox_0: 0.3544 loss_giou_0: 0.5971 loss_ce_1: 0.4616 loss_bbox_1: 0.2472 loss_giou_1: 0.4474 loss_ce_2: 0.4244 loss_bbox_2: 0.2242 loss_giou_2: 0.4067 loss_ce_3: 0.4008 loss_bbox_3: 0.2134 loss_giou_3: 0.3884 loss_ce_4: 0.3817 loss_bbox_4: 0.2127 loss_giou_4: 0.3877 time: 0.2803 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:16] d2.utils.events INFO: eta: 1 day, 6:41:11 iter: 57679 total_loss: 7.221 loss_ce: 0.4074 loss_bbox: 0.2461 loss_giou: 0.4067 loss_ce_0: 0.58 loss_bbox_0: 0.3904 loss_giou_0: 0.6054 loss_ce_1: 0.4887 loss_bbox_1: 0.2774 loss_giou_1: 0.4598 loss_ce_2: 0.4369 loss_bbox_2: 0.2601 loss_giou_2: 0.4272 loss_ce_3: 0.4052 loss_bbox_3: 0.2504 loss_giou_3: 0.4081 loss_ce_4: 0.4142 loss_bbox_4: 0.2537 loss_giou_4: 0.4107 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:22] d2.utils.events INFO: eta: 1 day, 6:40:45 iter: 57699 total_loss: 6.902 loss_ce: 0.4065 loss_bbox: 0.2349 loss_giou: 0.3852 loss_ce_0: 0.5825 loss_bbox_0: 0.3896 loss_giou_0: 0.6037 loss_ce_1: 0.4931 loss_bbox_1: 0.2658 loss_giou_1: 0.4561 loss_ce_2: 0.4459 loss_bbox_2: 0.2426 loss_giou_2: 0.4104 loss_ce_3: 0.4173 loss_bbox_3: 0.2408 loss_giou_3: 0.3924 loss_ce_4: 0.4043 loss_bbox_4: 0.24 loss_giou_4: 0.3857 time: 0.2803 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:28] d2.utils.events INFO: eta: 1 day, 6:40:28 iter: 57719 total_loss: 6.825 loss_ce: 0.4065 loss_bbox: 0.2243 loss_giou: 0.3608 loss_ce_0: 0.5763 loss_bbox_0: 0.3796 loss_giou_0: 0.561 loss_ce_1: 0.476 loss_bbox_1: 0.2665 loss_giou_1: 0.4102 loss_ce_2: 0.4375 loss_bbox_2: 0.2337 loss_giou_2: 0.3841 loss_ce_3: 0.4216 loss_bbox_3: 0.2271 loss_giou_3: 0.3762 loss_ce_4: 0.4116 loss_bbox_4: 0.2261 loss_giou_4: 0.3662 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:33] d2.utils.events INFO: eta: 1 day, 6:40:50 iter: 57739 total_loss: 7.211 loss_ce: 0.426 loss_bbox: 0.2399 loss_giou: 0.399 loss_ce_0: 0.6032 loss_bbox_0: 0.3974 loss_giou_0: 0.6062 loss_ce_1: 0.5065 loss_bbox_1: 0.2672 loss_giou_1: 0.4577 loss_ce_2: 0.4511 loss_bbox_2: 0.2412 loss_giou_2: 0.4196 loss_ce_3: 0.4374 loss_bbox_3: 0.2461 loss_giou_3: 0.4036 loss_ce_4: 0.4235 loss_bbox_4: 0.2382 loss_giou_4: 0.4002 time: 0.2803 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:39] d2.utils.events INFO: eta: 1 day, 6:41:05 iter: 57759 total_loss: 7.1 loss_ce: 0.3951 loss_bbox: 0.2265 loss_giou: 0.398 loss_ce_0: 0.5629 loss_bbox_0: 0.3722 loss_giou_0: 0.5914 loss_ce_1: 0.4717 loss_bbox_1: 0.2654 loss_giou_1: 0.4561 loss_ce_2: 0.4228 loss_bbox_2: 0.2347 loss_giou_2: 0.4217 loss_ce_3: 0.4084 loss_bbox_3: 0.2272 loss_giou_3: 0.4049 loss_ce_4: 0.3978 loss_bbox_4: 0.2226 loss_giou_4: 0.4002 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:45] d2.utils.events INFO: eta: 1 day, 6:40:52 iter: 57779 total_loss: 6.906 loss_ce: 0.4298 loss_bbox: 0.234 loss_giou: 0.3686 loss_ce_0: 0.6078 loss_bbox_0: 0.4043 loss_giou_0: 0.5598 loss_ce_1: 0.5024 loss_bbox_1: 0.2788 loss_giou_1: 0.4276 loss_ce_2: 0.4732 loss_bbox_2: 0.2525 loss_giou_2: 0.4018 loss_ce_3: 0.4442 loss_bbox_3: 0.2443 loss_giou_3: 0.3791 loss_ce_4: 0.4266 loss_bbox_4: 0.2383 loss_giou_4: 0.3729 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:50] d2.utils.events INFO: eta: 1 day, 6:40:53 iter: 57799 total_loss: 6.931 loss_ce: 0.3836 loss_bbox: 0.2215 loss_giou: 0.3911 loss_ce_0: 0.5703 loss_bbox_0: 0.3745 loss_giou_0: 0.609 loss_ce_1: 0.4677 loss_bbox_1: 0.2565 loss_giou_1: 0.4466 loss_ce_2: 0.4123 loss_bbox_2: 0.2279 loss_giou_2: 0.4124 loss_ce_3: 0.3961 loss_bbox_3: 0.2228 loss_giou_3: 0.4006 loss_ce_4: 0.3806 loss_bbox_4: 0.2227 loss_giou_4: 0.3948 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:53:56] d2.utils.events INFO: eta: 1 day, 6:40:37 iter: 57819 total_loss: 6.711 loss_ce: 0.3881 loss_bbox: 0.2245 loss_giou: 0.3866 loss_ce_0: 0.581 loss_bbox_0: 0.3912 loss_giou_0: 0.5993 loss_ce_1: 0.4686 loss_bbox_1: 0.2713 loss_giou_1: 0.4379 loss_ce_2: 0.4078 loss_bbox_2: 0.2407 loss_giou_2: 0.4058 loss_ce_3: 0.3823 loss_bbox_3: 0.2277 loss_giou_3: 0.3935 loss_ce_4: 0.3812 loss_bbox_4: 0.2237 loss_giou_4: 0.3882 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:02] d2.utils.events INFO: eta: 1 day, 6:40:31 iter: 57839 total_loss: 7.247 loss_ce: 0.4162 loss_bbox: 0.2476 loss_giou: 0.3915 loss_ce_0: 0.5871 loss_bbox_0: 0.3971 loss_giou_0: 0.6059 loss_ce_1: 0.4865 loss_bbox_1: 0.2896 loss_giou_1: 0.4447 loss_ce_2: 0.441 loss_bbox_2: 0.2581 loss_giou_2: 0.4024 loss_ce_3: 0.4143 loss_bbox_3: 0.2468 loss_giou_3: 0.3932 loss_ce_4: 0.4091 loss_bbox_4: 0.2463 loss_giou_4: 0.3917 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:08] d2.utils.events INFO: eta: 1 day, 6:40:17 iter: 57859 total_loss: 7.088 loss_ce: 0.4255 loss_bbox: 0.2282 loss_giou: 0.3937 loss_ce_0: 0.5979 loss_bbox_0: 0.3851 loss_giou_0: 0.606 loss_ce_1: 0.4924 loss_bbox_1: 0.2674 loss_giou_1: 0.4621 loss_ce_2: 0.4404 loss_bbox_2: 0.2441 loss_giou_2: 0.4132 loss_ce_3: 0.4237 loss_bbox_3: 0.238 loss_giou_3: 0.4 loss_ce_4: 0.4181 loss_bbox_4: 0.2314 loss_giou_4: 0.3965 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:13] d2.utils.events INFO: eta: 1 day, 6:40:07 iter: 57879 total_loss: 7.237 loss_ce: 0.4074 loss_bbox: 0.2441 loss_giou: 0.4158 loss_ce_0: 0.5796 loss_bbox_0: 0.3929 loss_giou_0: 0.6127 loss_ce_1: 0.489 loss_bbox_1: 0.2875 loss_giou_1: 0.4676 loss_ce_2: 0.4404 loss_bbox_2: 0.2611 loss_giou_2: 0.4297 loss_ce_3: 0.413 loss_bbox_3: 0.251 loss_giou_3: 0.4199 loss_ce_4: 0.411 loss_bbox_4: 0.2517 loss_giou_4: 0.4201 time: 0.2803 data_time: 0.0178 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:19] d2.utils.events INFO: eta: 1 day, 6:40:14 iter: 57899 total_loss: 7.062 loss_ce: 0.3913 loss_bbox: 0.2286 loss_giou: 0.4042 loss_ce_0: 0.5838 loss_bbox_0: 0.393 loss_giou_0: 0.6274 loss_ce_1: 0.4759 loss_bbox_1: 0.2767 loss_giou_1: 0.4699 loss_ce_2: 0.4267 loss_bbox_2: 0.2491 loss_giou_2: 0.4248 loss_ce_3: 0.4028 loss_bbox_3: 0.231 loss_giou_3: 0.41 loss_ce_4: 0.3925 loss_bbox_4: 0.2327 loss_giou_4: 0.4075 time: 0.2803 data_time: 0.0176 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:25] d2.utils.events INFO: eta: 1 day, 6:40:30 iter: 57919 total_loss: 7.033 loss_ce: 0.4289 loss_bbox: 0.2254 loss_giou: 0.393 loss_ce_0: 0.5687 loss_bbox_0: 0.3793 loss_giou_0: 0.5792 loss_ce_1: 0.4883 loss_bbox_1: 0.2686 loss_giou_1: 0.4503 loss_ce_2: 0.4422 loss_bbox_2: 0.2387 loss_giou_2: 0.4187 loss_ce_3: 0.4213 loss_bbox_3: 0.2293 loss_giou_3: 0.4023 loss_ce_4: 0.433 loss_bbox_4: 0.2274 loss_giou_4: 0.3956 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:30] d2.utils.events INFO: eta: 1 day, 6:40:28 iter: 57939 total_loss: 6.633 loss_ce: 0.3949 loss_bbox: 0.2179 loss_giou: 0.3444 loss_ce_0: 0.582 loss_bbox_0: 0.3897 loss_giou_0: 0.5387 loss_ce_1: 0.4591 loss_bbox_1: 0.2541 loss_giou_1: 0.4022 loss_ce_2: 0.4236 loss_bbox_2: 0.2264 loss_giou_2: 0.3601 loss_ce_3: 0.3987 loss_bbox_3: 0.2183 loss_giou_3: 0.3517 loss_ce_4: 0.4059 loss_bbox_4: 0.218 loss_giou_4: 0.348 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:36] d2.utils.events INFO: eta: 1 day, 6:39:45 iter: 57959 total_loss: 6.952 loss_ce: 0.3907 loss_bbox: 0.229 loss_giou: 0.3834 loss_ce_0: 0.576 loss_bbox_0: 0.393 loss_giou_0: 0.5962 loss_ce_1: 0.4766 loss_bbox_1: 0.2809 loss_giou_1: 0.4495 loss_ce_2: 0.4218 loss_bbox_2: 0.2373 loss_giou_2: 0.4003 loss_ce_3: 0.3833 loss_bbox_3: 0.2359 loss_giou_3: 0.3987 loss_ce_4: 0.391 loss_bbox_4: 0.2309 loss_giou_4: 0.3849 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:42] d2.utils.events INFO: eta: 1 day, 6:39:39 iter: 57979 total_loss: 6.557 loss_ce: 0.3809 loss_bbox: 0.226 loss_giou: 0.3563 loss_ce_0: 0.5424 loss_bbox_0: 0.3861 loss_giou_0: 0.553 loss_ce_1: 0.4542 loss_bbox_1: 0.2687 loss_giou_1: 0.4238 loss_ce_2: 0.408 loss_bbox_2: 0.2399 loss_giou_2: 0.3836 loss_ce_3: 0.3785 loss_bbox_3: 0.2304 loss_giou_3: 0.3672 loss_ce_4: 0.3795 loss_bbox_4: 0.2291 loss_giou_4: 0.3559 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:47] d2.utils.events INFO: eta: 1 day, 6:39:57 iter: 57999 total_loss: 6.633 loss_ce: 0.3832 loss_bbox: 0.217 loss_giou: 0.3784 loss_ce_0: 0.5736 loss_bbox_0: 0.3615 loss_giou_0: 0.5537 loss_ce_1: 0.4679 loss_bbox_1: 0.2481 loss_giou_1: 0.4324 loss_ce_2: 0.4152 loss_bbox_2: 0.23 loss_giou_2: 0.3966 loss_ce_3: 0.3882 loss_bbox_3: 0.2219 loss_giou_3: 0.3815 loss_ce_4: 0.3784 loss_bbox_4: 0.2211 loss_giou_4: 0.3828 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:53] d2.utils.events INFO: eta: 1 day, 6:40:53 iter: 58019 total_loss: 6.779 loss_ce: 0.3859 loss_bbox: 0.2235 loss_giou: 0.3843 loss_ce_0: 0.5659 loss_bbox_0: 0.3817 loss_giou_0: 0.5826 loss_ce_1: 0.4662 loss_bbox_1: 0.2647 loss_giou_1: 0.4385 loss_ce_2: 0.4206 loss_bbox_2: 0.2415 loss_giou_2: 0.4028 loss_ce_3: 0.3948 loss_bbox_3: 0.2266 loss_giou_3: 0.3877 loss_ce_4: 0.3883 loss_bbox_4: 0.2217 loss_giou_4: 0.3839 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 17:54:59] d2.utils.events INFO: eta: 1 day, 6:40:42 iter: 58039 total_loss: 7.07 loss_ce: 0.4323 loss_bbox: 0.2279 loss_giou: 0.3801 loss_ce_0: 0.5902 loss_bbox_0: 0.4041 loss_giou_0: 0.5723 loss_ce_1: 0.523 loss_bbox_1: 0.2748 loss_giou_1: 0.4363 loss_ce_2: 0.4692 loss_bbox_2: 0.242 loss_giou_2: 0.3983 loss_ce_3: 0.4484 loss_bbox_3: 0.2284 loss_giou_3: 0.3857 loss_ce_4: 0.4292 loss_bbox_4: 0.2254 loss_giou_4: 0.3835 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:05] d2.utils.events INFO: eta: 1 day, 6:41:15 iter: 58059 total_loss: 7.02 loss_ce: 0.4098 loss_bbox: 0.2289 loss_giou: 0.3894 loss_ce_0: 0.572 loss_bbox_0: 0.3764 loss_giou_0: 0.5943 loss_ce_1: 0.4818 loss_bbox_1: 0.2604 loss_giou_1: 0.451 loss_ce_2: 0.4319 loss_bbox_2: 0.2391 loss_giou_2: 0.4148 loss_ce_3: 0.4164 loss_bbox_3: 0.2283 loss_giou_3: 0.4006 loss_ce_4: 0.4036 loss_bbox_4: 0.2278 loss_giou_4: 0.3911 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:10] d2.utils.events INFO: eta: 1 day, 6:41:18 iter: 58079 total_loss: 6.823 loss_ce: 0.3914 loss_bbox: 0.224 loss_giou: 0.3771 loss_ce_0: 0.5643 loss_bbox_0: 0.395 loss_giou_0: 0.5643 loss_ce_1: 0.4816 loss_bbox_1: 0.268 loss_giou_1: 0.4313 loss_ce_2: 0.4174 loss_bbox_2: 0.2321 loss_giou_2: 0.394 loss_ce_3: 0.3974 loss_bbox_3: 0.2302 loss_giou_3: 0.3846 loss_ce_4: 0.391 loss_bbox_4: 0.2227 loss_giou_4: 0.3773 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:16] d2.utils.events INFO: eta: 1 day, 6:41:12 iter: 58099 total_loss: 6.878 loss_ce: 0.4262 loss_bbox: 0.2164 loss_giou: 0.3822 loss_ce_0: 0.581 loss_bbox_0: 0.3794 loss_giou_0: 0.5945 loss_ce_1: 0.4846 loss_bbox_1: 0.2549 loss_giou_1: 0.4452 loss_ce_2: 0.4467 loss_bbox_2: 0.229 loss_giou_2: 0.3984 loss_ce_3: 0.4255 loss_bbox_3: 0.2211 loss_giou_3: 0.3879 loss_ce_4: 0.4209 loss_bbox_4: 0.2117 loss_giou_4: 0.3828 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:22] d2.utils.events INFO: eta: 1 day, 6:41:37 iter: 58119 total_loss: 6.605 loss_ce: 0.3758 loss_bbox: 0.2162 loss_giou: 0.3825 loss_ce_0: 0.5574 loss_bbox_0: 0.3705 loss_giou_0: 0.5799 loss_ce_1: 0.4561 loss_bbox_1: 0.2497 loss_giou_1: 0.4422 loss_ce_2: 0.408 loss_bbox_2: 0.2332 loss_giou_2: 0.396 loss_ce_3: 0.3843 loss_bbox_3: 0.2266 loss_giou_3: 0.3887 loss_ce_4: 0.3791 loss_bbox_4: 0.219 loss_giou_4: 0.3847 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:27] d2.utils.events INFO: eta: 1 day, 6:41:31 iter: 58139 total_loss: 6.958 loss_ce: 0.4105 loss_bbox: 0.2113 loss_giou: 0.3858 loss_ce_0: 0.5892 loss_bbox_0: 0.3913 loss_giou_0: 0.6247 loss_ce_1: 0.4752 loss_bbox_1: 0.2625 loss_giou_1: 0.4438 loss_ce_2: 0.4331 loss_bbox_2: 0.223 loss_giou_2: 0.4104 loss_ce_3: 0.4146 loss_bbox_3: 0.2152 loss_giou_3: 0.3967 loss_ce_4: 0.4129 loss_bbox_4: 0.2108 loss_giou_4: 0.3885 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:33] d2.utils.events INFO: eta: 1 day, 6:40:47 iter: 58159 total_loss: 6.633 loss_ce: 0.3743 loss_bbox: 0.2297 loss_giou: 0.3859 loss_ce_0: 0.5539 loss_bbox_0: 0.3742 loss_giou_0: 0.59 loss_ce_1: 0.4482 loss_bbox_1: 0.2609 loss_giou_1: 0.4278 loss_ce_2: 0.4047 loss_bbox_2: 0.2442 loss_giou_2: 0.3959 loss_ce_3: 0.3767 loss_bbox_3: 0.2303 loss_giou_3: 0.3874 loss_ce_4: 0.3717 loss_bbox_4: 0.228 loss_giou_4: 0.3863 time: 0.2803 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:39] d2.utils.events INFO: eta: 1 day, 6:40:41 iter: 58179 total_loss: 6.949 loss_ce: 0.4015 loss_bbox: 0.1996 loss_giou: 0.389 loss_ce_0: 0.5751 loss_bbox_0: 0.3661 loss_giou_0: 0.6053 loss_ce_1: 0.481 loss_bbox_1: 0.2442 loss_giou_1: 0.4496 loss_ce_2: 0.4377 loss_bbox_2: 0.2187 loss_giou_2: 0.4145 loss_ce_3: 0.4116 loss_bbox_3: 0.2096 loss_giou_3: 0.3975 loss_ce_4: 0.4061 loss_bbox_4: 0.2034 loss_giou_4: 0.391 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:44] d2.utils.events INFO: eta: 1 day, 6:40:23 iter: 58199 total_loss: 6.589 loss_ce: 0.3692 loss_bbox: 0.2054 loss_giou: 0.3736 loss_ce_0: 0.5434 loss_bbox_0: 0.3504 loss_giou_0: 0.5911 loss_ce_1: 0.4448 loss_bbox_1: 0.2502 loss_giou_1: 0.4249 loss_ce_2: 0.3903 loss_bbox_2: 0.2244 loss_giou_2: 0.3983 loss_ce_3: 0.3623 loss_bbox_3: 0.2096 loss_giou_3: 0.388 loss_ce_4: 0.3687 loss_bbox_4: 0.205 loss_giou_4: 0.3768 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:50] d2.utils.events INFO: eta: 1 day, 6:40:18 iter: 58219 total_loss: 6.783 loss_ce: 0.4007 loss_bbox: 0.2364 loss_giou: 0.3802 loss_ce_0: 0.5858 loss_bbox_0: 0.3833 loss_giou_0: 0.5679 loss_ce_1: 0.4803 loss_bbox_1: 0.2743 loss_giou_1: 0.424 loss_ce_2: 0.4365 loss_bbox_2: 0.248 loss_giou_2: 0.3896 loss_ce_3: 0.41 loss_bbox_3: 0.2359 loss_giou_3: 0.3826 loss_ce_4: 0.4028 loss_bbox_4: 0.2337 loss_giou_4: 0.3794 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 17:55:56] d2.utils.events INFO: eta: 1 day, 6:40:24 iter: 58239 total_loss: 6.931 loss_ce: 0.3867 loss_bbox: 0.2222 loss_giou: 0.4051 loss_ce_0: 0.5623 loss_bbox_0: 0.3641 loss_giou_0: 0.6017 loss_ce_1: 0.463 loss_bbox_1: 0.2676 loss_giou_1: 0.4598 loss_ce_2: 0.4103 loss_bbox_2: 0.2327 loss_giou_2: 0.42 loss_ce_3: 0.3911 loss_bbox_3: 0.2235 loss_giou_3: 0.4094 loss_ce_4: 0.3833 loss_bbox_4: 0.2213 loss_giou_4: 0.405 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:01] d2.utils.events INFO: eta: 1 day, 6:40:37 iter: 58259 total_loss: 7.176 loss_ce: 0.4269 loss_bbox: 0.235 loss_giou: 0.3788 loss_ce_0: 0.5707 loss_bbox_0: 0.3947 loss_giou_0: 0.5701 loss_ce_1: 0.4936 loss_bbox_1: 0.2792 loss_giou_1: 0.4346 loss_ce_2: 0.4507 loss_bbox_2: 0.2576 loss_giou_2: 0.3952 loss_ce_3: 0.4407 loss_bbox_3: 0.247 loss_giou_3: 0.3827 loss_ce_4: 0.4249 loss_bbox_4: 0.2406 loss_giou_4: 0.3804 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:07] d2.utils.events INFO: eta: 1 day, 6:41:05 iter: 58279 total_loss: 6.978 loss_ce: 0.4024 loss_bbox: 0.2282 loss_giou: 0.3911 loss_ce_0: 0.5705 loss_bbox_0: 0.3764 loss_giou_0: 0.6075 loss_ce_1: 0.4818 loss_bbox_1: 0.2561 loss_giou_1: 0.4442 loss_ce_2: 0.4323 loss_bbox_2: 0.2403 loss_giou_2: 0.4005 loss_ce_3: 0.4101 loss_bbox_3: 0.2332 loss_giou_3: 0.3947 loss_ce_4: 0.4063 loss_bbox_4: 0.2282 loss_giou_4: 0.3931 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:13] d2.utils.events INFO: eta: 1 day, 6:40:37 iter: 58299 total_loss: 6.7 loss_ce: 0.4138 loss_bbox: 0.2138 loss_giou: 0.3531 loss_ce_0: 0.572 loss_bbox_0: 0.3559 loss_giou_0: 0.5371 loss_ce_1: 0.4932 loss_bbox_1: 0.2435 loss_giou_1: 0.4028 loss_ce_2: 0.4464 loss_bbox_2: 0.2246 loss_giou_2: 0.3772 loss_ce_3: 0.4185 loss_bbox_3: 0.2176 loss_giou_3: 0.3652 loss_ce_4: 0.404 loss_bbox_4: 0.2142 loss_giou_4: 0.361 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:19] d2.utils.events INFO: eta: 1 day, 6:40:40 iter: 58319 total_loss: 6.57 loss_ce: 0.374 loss_bbox: 0.2267 loss_giou: 0.3798 loss_ce_0: 0.5627 loss_bbox_0: 0.3674 loss_giou_0: 0.5867 loss_ce_1: 0.4513 loss_bbox_1: 0.2609 loss_giou_1: 0.432 loss_ce_2: 0.4034 loss_bbox_2: 0.232 loss_giou_2: 0.3974 loss_ce_3: 0.3749 loss_bbox_3: 0.2267 loss_giou_3: 0.3899 loss_ce_4: 0.3773 loss_bbox_4: 0.229 loss_giou_4: 0.3831 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:24] d2.utils.events INFO: eta: 1 day, 6:41:41 iter: 58339 total_loss: 6.604 loss_ce: 0.3846 loss_bbox: 0.2144 loss_giou: 0.372 loss_ce_0: 0.5639 loss_bbox_0: 0.3413 loss_giou_0: 0.5896 loss_ce_1: 0.4644 loss_bbox_1: 0.246 loss_giou_1: 0.4231 loss_ce_2: 0.4122 loss_bbox_2: 0.2226 loss_giou_2: 0.3842 loss_ce_3: 0.3873 loss_bbox_3: 0.2219 loss_giou_3: 0.3734 loss_ce_4: 0.3838 loss_bbox_4: 0.2164 loss_giou_4: 0.3723 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:30] d2.utils.events INFO: eta: 1 day, 6:42:08 iter: 58359 total_loss: 7.187 loss_ce: 0.4181 loss_bbox: 0.2378 loss_giou: 0.3968 loss_ce_0: 0.5908 loss_bbox_0: 0.3798 loss_giou_0: 0.5989 loss_ce_1: 0.5052 loss_bbox_1: 0.2645 loss_giou_1: 0.4381 loss_ce_2: 0.4417 loss_bbox_2: 0.2369 loss_giou_2: 0.4145 loss_ce_3: 0.4129 loss_bbox_3: 0.2381 loss_giou_3: 0.4074 loss_ce_4: 0.4171 loss_bbox_4: 0.2356 loss_giou_4: 0.3978 time: 0.2803 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:36] d2.utils.events INFO: eta: 1 day, 6:42:27 iter: 58379 total_loss: 6.953 loss_ce: 0.3953 loss_bbox: 0.2293 loss_giou: 0.4049 loss_ce_0: 0.5681 loss_bbox_0: 0.3665 loss_giou_0: 0.594 loss_ce_1: 0.4803 loss_bbox_1: 0.2594 loss_giou_1: 0.465 loss_ce_2: 0.4341 loss_bbox_2: 0.2364 loss_giou_2: 0.4255 loss_ce_3: 0.4057 loss_bbox_3: 0.2281 loss_giou_3: 0.4031 loss_ce_4: 0.396 loss_bbox_4: 0.2283 loss_giou_4: 0.4037 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:41] d2.utils.events INFO: eta: 1 day, 6:42:21 iter: 58399 total_loss: 6.859 loss_ce: 0.3973 loss_bbox: 0.2266 loss_giou: 0.3642 loss_ce_0: 0.5762 loss_bbox_0: 0.3657 loss_giou_0: 0.5494 loss_ce_1: 0.4698 loss_bbox_1: 0.2724 loss_giou_1: 0.4153 loss_ce_2: 0.4153 loss_bbox_2: 0.2382 loss_giou_2: 0.3781 loss_ce_3: 0.4021 loss_bbox_3: 0.219 loss_giou_3: 0.3671 loss_ce_4: 0.3979 loss_bbox_4: 0.2235 loss_giou_4: 0.3656 time: 0.2803 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:47] d2.utils.events INFO: eta: 1 day, 6:42:18 iter: 58419 total_loss: 7.066 loss_ce: 0.4257 loss_bbox: 0.2301 loss_giou: 0.3864 loss_ce_0: 0.6152 loss_bbox_0: 0.392 loss_giou_0: 0.6046 loss_ce_1: 0.5167 loss_bbox_1: 0.2812 loss_giou_1: 0.4549 loss_ce_2: 0.4598 loss_bbox_2: 0.2509 loss_giou_2: 0.4168 loss_ce_3: 0.4372 loss_bbox_3: 0.2334 loss_giou_3: 0.4004 loss_ce_4: 0.4265 loss_bbox_4: 0.2311 loss_giou_4: 0.3903 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:53] d2.utils.events INFO: eta: 1 day, 6:42:08 iter: 58439 total_loss: 7.053 loss_ce: 0.431 loss_bbox: 0.2324 loss_giou: 0.374 loss_ce_0: 0.5971 loss_bbox_0: 0.3908 loss_giou_0: 0.5812 loss_ce_1: 0.5157 loss_bbox_1: 0.2816 loss_giou_1: 0.4347 loss_ce_2: 0.4648 loss_bbox_2: 0.2507 loss_giou_2: 0.3937 loss_ce_3: 0.4441 loss_bbox_3: 0.2448 loss_giou_3: 0.3794 loss_ce_4: 0.43 loss_bbox_4: 0.2366 loss_giou_4: 0.377 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 17:56:58] d2.utils.events INFO: eta: 1 day, 6:41:17 iter: 58459 total_loss: 6.735 loss_ce: 0.3827 loss_bbox: 0.2244 loss_giou: 0.3498 loss_ce_0: 0.564 loss_bbox_0: 0.3885 loss_giou_0: 0.5656 loss_ce_1: 0.4757 loss_bbox_1: 0.2689 loss_giou_1: 0.4133 loss_ce_2: 0.4088 loss_bbox_2: 0.2367 loss_giou_2: 0.3711 loss_ce_3: 0.3918 loss_bbox_3: 0.2267 loss_giou_3: 0.3573 loss_ce_4: 0.3823 loss_bbox_4: 0.2223 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:04] d2.utils.events INFO: eta: 1 day, 6:40:04 iter: 58479 total_loss: 6.904 loss_ce: 0.407 loss_bbox: 0.2182 loss_giou: 0.3919 loss_ce_0: 0.562 loss_bbox_0: 0.3801 loss_giou_0: 0.5843 loss_ce_1: 0.4756 loss_bbox_1: 0.2644 loss_giou_1: 0.4503 loss_ce_2: 0.4373 loss_bbox_2: 0.231 loss_giou_2: 0.4095 loss_ce_3: 0.4199 loss_bbox_3: 0.2225 loss_giou_3: 0.4 loss_ce_4: 0.4169 loss_bbox_4: 0.2176 loss_giou_4: 0.3959 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:10] d2.utils.events INFO: eta: 1 day, 6:41:24 iter: 58499 total_loss: 6.888 loss_ce: 0.3993 loss_bbox: 0.2217 loss_giou: 0.3743 loss_ce_0: 0.5748 loss_bbox_0: 0.3613 loss_giou_0: 0.5701 loss_ce_1: 0.4744 loss_bbox_1: 0.2493 loss_giou_1: 0.4234 loss_ce_2: 0.4275 loss_bbox_2: 0.2313 loss_giou_2: 0.3827 loss_ce_3: 0.4047 loss_bbox_3: 0.2259 loss_giou_3: 0.3856 loss_ce_4: 0.3964 loss_bbox_4: 0.2242 loss_giou_4: 0.3742 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:16] d2.utils.events INFO: eta: 1 day, 6:40:43 iter: 58519 total_loss: 7.012 loss_ce: 0.4154 loss_bbox: 0.2396 loss_giou: 0.4024 loss_ce_0: 0.6052 loss_bbox_0: 0.3989 loss_giou_0: 0.6101 loss_ce_1: 0.4967 loss_bbox_1: 0.2659 loss_giou_1: 0.4534 loss_ce_2: 0.4424 loss_bbox_2: 0.2463 loss_giou_2: 0.4214 loss_ce_3: 0.4053 loss_bbox_3: 0.2426 loss_giou_3: 0.4106 loss_ce_4: 0.4077 loss_bbox_4: 0.2387 loss_giou_4: 0.4049 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:21] d2.utils.events INFO: eta: 1 day, 6:41:21 iter: 58539 total_loss: 6.98 loss_ce: 0.4043 loss_bbox: 0.2271 loss_giou: 0.3771 loss_ce_0: 0.568 loss_bbox_0: 0.3792 loss_giou_0: 0.5797 loss_ce_1: 0.4819 loss_bbox_1: 0.2677 loss_giou_1: 0.4328 loss_ce_2: 0.4294 loss_bbox_2: 0.2457 loss_giou_2: 0.3977 loss_ce_3: 0.405 loss_bbox_3: 0.243 loss_giou_3: 0.3803 loss_ce_4: 0.401 loss_bbox_4: 0.2316 loss_giou_4: 0.3736 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:27] d2.utils.events INFO: eta: 1 day, 6:41:36 iter: 58559 total_loss: 7.117 loss_ce: 0.4042 loss_bbox: 0.2368 loss_giou: 0.4085 loss_ce_0: 0.564 loss_bbox_0: 0.3928 loss_giou_0: 0.6178 loss_ce_1: 0.4874 loss_bbox_1: 0.2714 loss_giou_1: 0.4677 loss_ce_2: 0.4377 loss_bbox_2: 0.2446 loss_giou_2: 0.4303 loss_ce_3: 0.4114 loss_bbox_3: 0.2394 loss_giou_3: 0.4206 loss_ce_4: 0.4071 loss_bbox_4: 0.2339 loss_giou_4: 0.4125 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:33] d2.utils.events INFO: eta: 1 day, 6:41:29 iter: 58579 total_loss: 6.474 loss_ce: 0.4089 loss_bbox: 0.2042 loss_giou: 0.3575 loss_ce_0: 0.5781 loss_bbox_0: 0.3666 loss_giou_0: 0.5407 loss_ce_1: 0.4799 loss_bbox_1: 0.2505 loss_giou_1: 0.4003 loss_ce_2: 0.4295 loss_bbox_2: 0.2281 loss_giou_2: 0.3661 loss_ce_3: 0.4074 loss_bbox_3: 0.2129 loss_giou_3: 0.3619 loss_ce_4: 0.4105 loss_bbox_4: 0.2111 loss_giou_4: 0.3553 time: 0.2803 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:38] d2.utils.events INFO: eta: 1 day, 6:41:25 iter: 58599 total_loss: 6.615 loss_ce: 0.3908 loss_bbox: 0.224 loss_giou: 0.361 loss_ce_0: 0.5547 loss_bbox_0: 0.3894 loss_giou_0: 0.5623 loss_ce_1: 0.4569 loss_bbox_1: 0.2751 loss_giou_1: 0.416 loss_ce_2: 0.4153 loss_bbox_2: 0.2424 loss_giou_2: 0.3765 loss_ce_3: 0.39 loss_bbox_3: 0.229 loss_giou_3: 0.3625 loss_ce_4: 0.3905 loss_bbox_4: 0.2258 loss_giou_4: 0.3625 time: 0.2803 data_time: 0.0182 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:44] d2.utils.events INFO: eta: 1 day, 6:40:33 iter: 58619 total_loss: 6.646 loss_ce: 0.3914 loss_bbox: 0.2139 loss_giou: 0.3694 loss_ce_0: 0.558 loss_bbox_0: 0.3657 loss_giou_0: 0.5714 loss_ce_1: 0.4765 loss_bbox_1: 0.2509 loss_giou_1: 0.4202 loss_ce_2: 0.4107 loss_bbox_2: 0.2254 loss_giou_2: 0.3895 loss_ce_3: 0.3867 loss_bbox_3: 0.2171 loss_giou_3: 0.3767 loss_ce_4: 0.3887 loss_bbox_4: 0.213 loss_giou_4: 0.3712 time: 0.2803 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 17:57:50] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 17:57:51] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 17:57:51] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 17:57:51] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 17:57:51] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 17:57:52] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 17:57:58] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0368 s/iter. Eval: 0.0003 s/iter. Total: 0.0379 s/iter. ETA=0:00:23 [11/02 17:58:03] d2.evaluation.evaluator INFO: Inference done 103/625. Dataloading: 0.0024 s/iter. Inference: 0.0511 s/iter. Eval: 0.0003 s/iter. Total: 0.0539 s/iter. ETA=0:00:28 [11/02 17:58:08] d2.evaluation.evaluator INFO: Inference done 201/625. Dataloading: 0.0026 s/iter. Inference: 0.0497 s/iter. Eval: 0.0003 s/iter. Total: 0.0527 s/iter. ETA=0:00:22 [11/02 17:58:13] d2.evaluation.evaluator INFO: Inference done 298/625. Dataloading: 0.0027 s/iter. Inference: 0.0492 s/iter. Eval: 0.0003 s/iter. Total: 0.0523 s/iter. ETA=0:00:17 [11/02 17:58:18] d2.evaluation.evaluator INFO: Inference done 391/625. Dataloading: 0.0028 s/iter. Inference: 0.0496 s/iter. Eval: 0.0003 s/iter. Total: 0.0528 s/iter. ETA=0:00:12 [11/02 17:58:23] d2.evaluation.evaluator INFO: Inference done 488/625. Dataloading: 0.0027 s/iter. Inference: 0.0494 s/iter. Eval: 0.0003 s/iter. Total: 0.0525 s/iter. ETA=0:00:07 [11/02 17:58:28] d2.evaluation.evaluator INFO: Inference done 580/625. Dataloading: 0.0027 s/iter. Inference: 0.0498 s/iter. Eval: 0.0003 s/iter. Total: 0.0529 s/iter. ETA=0:00:02 [11/02 17:58:31] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.851921 (0.052987 s / iter per device, on 8 devices) [11/02 17:58:31] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049312 s / iter per device, on 8 devices) [11/02 17:58:37] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 17:58:37] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 17:58:39] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 17:58:41] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 17:58:53] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.80 seconds. [11/02 17:58:53] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 17:58:54] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.30 seconds. [11/02 17:58:54] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 36.297 | 54.371 | 38.647 | 19.779 | 39.238 | 49.940 | [11/02 17:58:54] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 48.501 | bicycle | 22.550 | car | 36.052 | | motorcycle | 34.182 | airplane | 63.572 | bus | 61.185 | | train | 61.919 | truck | 32.650 | boat | 21.379 | | traffic light | 23.139 | fire hydrant | 62.725 | stop sign | 62.476 | | parking meter | 42.415 | bench | 20.413 | bird | 33.626 | | cat | 70.025 | dog | 60.545 | horse | 55.021 | | sheep | 42.392 | cow | 53.037 | elephant | 62.015 | | bear | 68.875 | zebra | 61.602 | giraffe | 63.543 | | backpack | 9.732 | umbrella | 29.108 | handbag | 8.531 | | tie | 22.866 | suitcase | 28.420 | frisbee | 64.067 | | skis | 20.271 | snowboard | 35.467 | sports ball | 40.892 | | kite | 38.923 | baseball bat | 23.030 | baseball glove | 32.524 | | skateboard | 44.759 | surfboard | 31.178 | tennis racket | 40.098 | | bottle | 29.882 | wine glass | 26.492 | cup | 34.141 | | fork | 21.133 | knife | 10.626 | spoon | 9.075 | | bowl | 35.369 | banana | 17.929 | apple | 15.750 | | sandwich | 29.658 | orange | 26.125 | broccoli | 17.714 | | carrot | 17.224 | hot dog | 28.516 | pizza | 45.658 | | donut | 36.662 | cake | 29.897 | chair | 19.610 | | couch | 42.838 | potted plant | 20.471 | bed | 43.646 | | dining table | 25.215 | toilet | 58.079 | tv | 52.498 | | laptop | 51.804 | mouse | 53.311 | remote | 21.683 | | keyboard | 46.462 | cell phone | 30.708 | microwave | 53.681 | | oven | 32.863 | toaster | 24.248 | sink | 31.382 | | refrigerator | 51.625 | book | 7.136 | clock | 48.835 | | vase | 32.590 | scissors | 26.153 | teddy bear | 41.813 | | hair drier | 6.129 | toothbrush | 15.466 | | | [11/02 17:58:55] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 17:58:55] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 17:58:55] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 17:58:55] d2.evaluation.testing INFO: copypaste: 36.2975,54.3712,38.6471,19.7792,39.2376,49.9400 [11/02 17:58:55] d2.utils.events INFO: eta: 1 day, 6:41:07 iter: 58639 total_loss: 6.87 loss_ce: 0.3831 loss_bbox: 0.229 loss_giou: 0.3984 loss_ce_0: 0.572 loss_bbox_0: 0.3869 loss_giou_0: 0.5964 loss_ce_1: 0.4699 loss_bbox_1: 0.264 loss_giou_1: 0.4504 loss_ce_2: 0.4134 loss_bbox_2: 0.2427 loss_giou_2: 0.4242 loss_ce_3: 0.3874 loss_bbox_3: 0.2322 loss_giou_3: 0.4069 loss_ce_4: 0.3846 loss_bbox_4: 0.2295 loss_giou_4: 0.4025 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:01] d2.utils.events INFO: eta: 1 day, 6:40:00 iter: 58659 total_loss: 6.657 loss_ce: 0.397 loss_bbox: 0.203 loss_giou: 0.3604 loss_ce_0: 0.5791 loss_bbox_0: 0.3613 loss_giou_0: 0.5624 loss_ce_1: 0.4818 loss_bbox_1: 0.2532 loss_giou_1: 0.4098 loss_ce_2: 0.422 loss_bbox_2: 0.229 loss_giou_2: 0.3793 loss_ce_3: 0.401 loss_bbox_3: 0.2138 loss_giou_3: 0.3704 loss_ce_4: 0.3945 loss_bbox_4: 0.2049 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:06] d2.utils.events INFO: eta: 1 day, 6:40:14 iter: 58679 total_loss: 7.051 loss_ce: 0.3982 loss_bbox: 0.2096 loss_giou: 0.414 loss_ce_0: 0.5757 loss_bbox_0: 0.381 loss_giou_0: 0.615 loss_ce_1: 0.4896 loss_bbox_1: 0.2595 loss_giou_1: 0.4757 loss_ce_2: 0.4313 loss_bbox_2: 0.2314 loss_giou_2: 0.4289 loss_ce_3: 0.4037 loss_bbox_3: 0.2138 loss_giou_3: 0.4172 loss_ce_4: 0.4011 loss_bbox_4: 0.2108 loss_giou_4: 0.4146 time: 0.2803 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:12] d2.utils.events INFO: eta: 1 day, 6:40:08 iter: 58699 total_loss: 6.928 loss_ce: 0.4018 loss_bbox: 0.2291 loss_giou: 0.3831 loss_ce_0: 0.5978 loss_bbox_0: 0.3938 loss_giou_0: 0.5719 loss_ce_1: 0.4984 loss_bbox_1: 0.2663 loss_giou_1: 0.4268 loss_ce_2: 0.4368 loss_bbox_2: 0.243 loss_giou_2: 0.395 loss_ce_3: 0.4103 loss_bbox_3: 0.2374 loss_giou_3: 0.3917 loss_ce_4: 0.4027 loss_bbox_4: 0.2348 loss_giou_4: 0.3882 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:18] d2.utils.events INFO: eta: 1 day, 6:39:43 iter: 58719 total_loss: 7.144 loss_ce: 0.4028 loss_bbox: 0.2398 loss_giou: 0.3973 loss_ce_0: 0.5868 loss_bbox_0: 0.3799 loss_giou_0: 0.5957 loss_ce_1: 0.4825 loss_bbox_1: 0.2683 loss_giou_1: 0.4477 loss_ce_2: 0.432 loss_bbox_2: 0.2527 loss_giou_2: 0.4166 loss_ce_3: 0.4071 loss_bbox_3: 0.2446 loss_giou_3: 0.406 loss_ce_4: 0.4066 loss_bbox_4: 0.2376 loss_giou_4: 0.3996 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:23] d2.utils.events INFO: eta: 1 day, 6:39:36 iter: 58739 total_loss: 6.751 loss_ce: 0.3925 loss_bbox: 0.2298 loss_giou: 0.3914 loss_ce_0: 0.5631 loss_bbox_0: 0.3724 loss_giou_0: 0.6004 loss_ce_1: 0.4613 loss_bbox_1: 0.2647 loss_giou_1: 0.4395 loss_ce_2: 0.414 loss_bbox_2: 0.2372 loss_giou_2: 0.4103 loss_ce_3: 0.3899 loss_bbox_3: 0.2339 loss_giou_3: 0.4061 loss_ce_4: 0.3896 loss_bbox_4: 0.2306 loss_giou_4: 0.3957 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:29] d2.utils.events INFO: eta: 1 day, 6:38:51 iter: 58759 total_loss: 6.576 loss_ce: 0.3767 loss_bbox: 0.2261 loss_giou: 0.3653 loss_ce_0: 0.5581 loss_bbox_0: 0.3763 loss_giou_0: 0.5418 loss_ce_1: 0.4581 loss_bbox_1: 0.2637 loss_giou_1: 0.4186 loss_ce_2: 0.4073 loss_bbox_2: 0.2393 loss_giou_2: 0.3786 loss_ce_3: 0.3803 loss_bbox_3: 0.2312 loss_giou_3: 0.3741 loss_ce_4: 0.379 loss_bbox_4: 0.228 loss_giou_4: 0.3685 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:35] d2.utils.events INFO: eta: 1 day, 6:38:36 iter: 58779 total_loss: 6.307 loss_ce: 0.3848 loss_bbox: 0.1924 loss_giou: 0.3695 loss_ce_0: 0.54 loss_bbox_0: 0.3369 loss_giou_0: 0.5645 loss_ce_1: 0.4475 loss_bbox_1: 0.2368 loss_giou_1: 0.4283 loss_ce_2: 0.4037 loss_bbox_2: 0.2076 loss_giou_2: 0.3899 loss_ce_3: 0.392 loss_bbox_3: 0.2018 loss_giou_3: 0.3776 loss_ce_4: 0.3849 loss_bbox_4: 0.1944 loss_giou_4: 0.3728 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:41] d2.utils.events INFO: eta: 1 day, 6:39:01 iter: 58799 total_loss: 7.067 loss_ce: 0.4209 loss_bbox: 0.2255 loss_giou: 0.404 loss_ce_0: 0.6061 loss_bbox_0: 0.4039 loss_giou_0: 0.6228 loss_ce_1: 0.5073 loss_bbox_1: 0.2723 loss_giou_1: 0.466 loss_ce_2: 0.4544 loss_bbox_2: 0.2428 loss_giou_2: 0.4198 loss_ce_3: 0.4234 loss_bbox_3: 0.235 loss_giou_3: 0.4082 loss_ce_4: 0.4166 loss_bbox_4: 0.2306 loss_giou_4: 0.4088 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:46] d2.utils.events INFO: eta: 1 day, 6:39:34 iter: 58819 total_loss: 6.824 loss_ce: 0.351 loss_bbox: 0.2159 loss_giou: 0.3895 loss_ce_0: 0.5597 loss_bbox_0: 0.3699 loss_giou_0: 0.5991 loss_ce_1: 0.4545 loss_bbox_1: 0.2498 loss_giou_1: 0.4598 loss_ce_2: 0.3895 loss_bbox_2: 0.2237 loss_giou_2: 0.4193 loss_ce_3: 0.3552 loss_bbox_3: 0.2155 loss_giou_3: 0.3972 loss_ce_4: 0.3455 loss_bbox_4: 0.215 loss_giou_4: 0.3897 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:52] d2.utils.events INFO: eta: 1 day, 6:39:29 iter: 58839 total_loss: 7.051 loss_ce: 0.4033 loss_bbox: 0.21 loss_giou: 0.416 loss_ce_0: 0.5728 loss_bbox_0: 0.3772 loss_giou_0: 0.6204 loss_ce_1: 0.4721 loss_bbox_1: 0.2608 loss_giou_1: 0.4624 loss_ce_2: 0.4323 loss_bbox_2: 0.2298 loss_giou_2: 0.4323 loss_ce_3: 0.416 loss_bbox_3: 0.2164 loss_giou_3: 0.4205 loss_ce_4: 0.4037 loss_bbox_4: 0.2095 loss_giou_4: 0.4159 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 17:59:58] d2.utils.events INFO: eta: 1 day, 6:39:42 iter: 58859 total_loss: 7.058 loss_ce: 0.3943 loss_bbox: 0.2181 loss_giou: 0.4126 loss_ce_0: 0.5584 loss_bbox_0: 0.3532 loss_giou_0: 0.6165 loss_ce_1: 0.4482 loss_bbox_1: 0.2615 loss_giou_1: 0.4758 loss_ce_2: 0.4207 loss_bbox_2: 0.235 loss_giou_2: 0.434 loss_ce_3: 0.3877 loss_bbox_3: 0.2233 loss_giou_3: 0.4183 loss_ce_4: 0.389 loss_bbox_4: 0.2186 loss_giou_4: 0.4158 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:04] d2.utils.events INFO: eta: 1 day, 6:38:07 iter: 58879 total_loss: 7.017 loss_ce: 0.3981 loss_bbox: 0.2313 loss_giou: 0.3908 loss_ce_0: 0.5609 loss_bbox_0: 0.3582 loss_giou_0: 0.5749 loss_ce_1: 0.475 loss_bbox_1: 0.2545 loss_giou_1: 0.4381 loss_ce_2: 0.4324 loss_bbox_2: 0.2367 loss_giou_2: 0.4001 loss_ce_3: 0.4049 loss_bbox_3: 0.2287 loss_giou_3: 0.3905 loss_ce_4: 0.4015 loss_bbox_4: 0.2263 loss_giou_4: 0.3871 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:09] d2.utils.events INFO: eta: 1 day, 6:37:43 iter: 58899 total_loss: 7.185 loss_ce: 0.4079 loss_bbox: 0.222 loss_giou: 0.419 loss_ce_0: 0.579 loss_bbox_0: 0.3894 loss_giou_0: 0.6287 loss_ce_1: 0.4858 loss_bbox_1: 0.2658 loss_giou_1: 0.4783 loss_ce_2: 0.4386 loss_bbox_2: 0.2459 loss_giou_2: 0.4431 loss_ce_3: 0.4151 loss_bbox_3: 0.234 loss_giou_3: 0.4295 loss_ce_4: 0.4063 loss_bbox_4: 0.2237 loss_giou_4: 0.423 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:15] d2.utils.events INFO: eta: 1 day, 6:37:13 iter: 58919 total_loss: 6.85 loss_ce: 0.3801 loss_bbox: 0.2117 loss_giou: 0.3939 loss_ce_0: 0.549 loss_bbox_0: 0.3618 loss_giou_0: 0.5939 loss_ce_1: 0.4564 loss_bbox_1: 0.2459 loss_giou_1: 0.4508 loss_ce_2: 0.4088 loss_bbox_2: 0.218 loss_giou_2: 0.4153 loss_ce_3: 0.3871 loss_bbox_3: 0.2128 loss_giou_3: 0.4031 loss_ce_4: 0.3797 loss_bbox_4: 0.2102 loss_giou_4: 0.3943 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:21] d2.utils.events INFO: eta: 1 day, 6:37:27 iter: 58939 total_loss: 6.816 loss_ce: 0.3898 loss_bbox: 0.2274 loss_giou: 0.3761 loss_ce_0: 0.573 loss_bbox_0: 0.3721 loss_giou_0: 0.5739 loss_ce_1: 0.4817 loss_bbox_1: 0.2682 loss_giou_1: 0.4387 loss_ce_2: 0.4183 loss_bbox_2: 0.2344 loss_giou_2: 0.3953 loss_ce_3: 0.3913 loss_bbox_3: 0.2305 loss_giou_3: 0.383 loss_ce_4: 0.3892 loss_bbox_4: 0.2279 loss_giou_4: 0.3758 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:26] d2.utils.events INFO: eta: 1 day, 6:37:26 iter: 58959 total_loss: 7.292 loss_ce: 0.41 loss_bbox: 0.2373 loss_giou: 0.3908 loss_ce_0: 0.5808 loss_bbox_0: 0.3977 loss_giou_0: 0.5917 loss_ce_1: 0.4932 loss_bbox_1: 0.279 loss_giou_1: 0.4548 loss_ce_2: 0.4372 loss_bbox_2: 0.249 loss_giou_2: 0.4108 loss_ce_3: 0.4149 loss_bbox_3: 0.2409 loss_giou_3: 0.4012 loss_ce_4: 0.4132 loss_bbox_4: 0.2349 loss_giou_4: 0.3973 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:32] d2.utils.events INFO: eta: 1 day, 6:36:56 iter: 58979 total_loss: 6.918 loss_ce: 0.3998 loss_bbox: 0.2139 loss_giou: 0.3918 loss_ce_0: 0.5771 loss_bbox_0: 0.3647 loss_giou_0: 0.5799 loss_ce_1: 0.4703 loss_bbox_1: 0.2538 loss_giou_1: 0.4462 loss_ce_2: 0.426 loss_bbox_2: 0.2279 loss_giou_2: 0.4135 loss_ce_3: 0.3942 loss_bbox_3: 0.2182 loss_giou_3: 0.4015 loss_ce_4: 0.3988 loss_bbox_4: 0.2097 loss_giou_4: 0.3935 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:38] d2.utils.events INFO: eta: 1 day, 6:36:50 iter: 58999 total_loss: 6.542 loss_ce: 0.3766 loss_bbox: 0.2087 loss_giou: 0.3857 loss_ce_0: 0.5508 loss_bbox_0: 0.3534 loss_giou_0: 0.5897 loss_ce_1: 0.4564 loss_bbox_1: 0.2505 loss_giou_1: 0.4473 loss_ce_2: 0.4009 loss_bbox_2: 0.2286 loss_giou_2: 0.4022 loss_ce_3: 0.3811 loss_bbox_3: 0.2214 loss_giou_3: 0.3879 loss_ce_4: 0.378 loss_bbox_4: 0.2112 loss_giou_4: 0.3863 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:43] d2.utils.events INFO: eta: 1 day, 6:37:04 iter: 59019 total_loss: 6.819 loss_ce: 0.3958 loss_bbox: 0.2178 loss_giou: 0.4004 loss_ce_0: 0.5897 loss_bbox_0: 0.3712 loss_giou_0: 0.5937 loss_ce_1: 0.4718 loss_bbox_1: 0.2485 loss_giou_1: 0.4474 loss_ce_2: 0.4264 loss_bbox_2: 0.2292 loss_giou_2: 0.4139 loss_ce_3: 0.3862 loss_bbox_3: 0.222 loss_giou_3: 0.4088 loss_ce_4: 0.3873 loss_bbox_4: 0.2246 loss_giou_4: 0.4036 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:49] d2.utils.events INFO: eta: 1 day, 6:37:04 iter: 59039 total_loss: 6.906 loss_ce: 0.4196 loss_bbox: 0.2128 loss_giou: 0.3797 loss_ce_0: 0.5822 loss_bbox_0: 0.3676 loss_giou_0: 0.5787 loss_ce_1: 0.4945 loss_bbox_1: 0.2546 loss_giou_1: 0.4353 loss_ce_2: 0.4476 loss_bbox_2: 0.223 loss_giou_2: 0.3995 loss_ce_3: 0.4259 loss_bbox_3: 0.2167 loss_giou_3: 0.3837 loss_ce_4: 0.4133 loss_bbox_4: 0.2184 loss_giou_4: 0.3801 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 18:00:55] d2.utils.events INFO: eta: 1 day, 6:36:30 iter: 59059 total_loss: 6.903 loss_ce: 0.4045 loss_bbox: 0.249 loss_giou: 0.3981 loss_ce_0: 0.5859 loss_bbox_0: 0.3946 loss_giou_0: 0.6004 loss_ce_1: 0.49 loss_bbox_1: 0.2794 loss_giou_1: 0.4291 loss_ce_2: 0.4352 loss_bbox_2: 0.2584 loss_giou_2: 0.4012 loss_ce_3: 0.4046 loss_bbox_3: 0.2514 loss_giou_3: 0.3989 loss_ce_4: 0.4009 loss_bbox_4: 0.2503 loss_giou_4: 0.3984 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:01] d2.utils.events INFO: eta: 1 day, 6:36:49 iter: 59079 total_loss: 6.918 loss_ce: 0.4068 loss_bbox: 0.2166 loss_giou: 0.3593 loss_ce_0: 0.5874 loss_bbox_0: 0.3849 loss_giou_0: 0.5733 loss_ce_1: 0.4836 loss_bbox_1: 0.2592 loss_giou_1: 0.4201 loss_ce_2: 0.4516 loss_bbox_2: 0.2255 loss_giou_2: 0.3803 loss_ce_3: 0.4144 loss_bbox_3: 0.2245 loss_giou_3: 0.3621 loss_ce_4: 0.4097 loss_bbox_4: 0.2184 loss_giou_4: 0.3591 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:06] d2.utils.events INFO: eta: 1 day, 6:36:43 iter: 59099 total_loss: 7.019 loss_ce: 0.4286 loss_bbox: 0.2353 loss_giou: 0.3978 loss_ce_0: 0.6008 loss_bbox_0: 0.3905 loss_giou_0: 0.5791 loss_ce_1: 0.4975 loss_bbox_1: 0.2723 loss_giou_1: 0.4392 loss_ce_2: 0.4543 loss_bbox_2: 0.2445 loss_giou_2: 0.4023 loss_ce_3: 0.4203 loss_bbox_3: 0.2363 loss_giou_3: 0.394 loss_ce_4: 0.4258 loss_bbox_4: 0.2315 loss_giou_4: 0.4006 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:12] d2.utils.events INFO: eta: 1 day, 6:36:38 iter: 59119 total_loss: 6.862 loss_ce: 0.373 loss_bbox: 0.2211 loss_giou: 0.3904 loss_ce_0: 0.5675 loss_bbox_0: 0.3661 loss_giou_0: 0.6077 loss_ce_1: 0.451 loss_bbox_1: 0.2614 loss_giou_1: 0.4478 loss_ce_2: 0.4095 loss_bbox_2: 0.2367 loss_giou_2: 0.407 loss_ce_3: 0.3773 loss_bbox_3: 0.227 loss_giou_3: 0.3938 loss_ce_4: 0.3807 loss_bbox_4: 0.2216 loss_giou_4: 0.3932 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:18] d2.utils.events INFO: eta: 1 day, 6:36:16 iter: 59139 total_loss: 6.626 loss_ce: 0.3877 loss_bbox: 0.2148 loss_giou: 0.3787 loss_ce_0: 0.5763 loss_bbox_0: 0.3842 loss_giou_0: 0.586 loss_ce_1: 0.482 loss_bbox_1: 0.2567 loss_giou_1: 0.4345 loss_ce_2: 0.4257 loss_bbox_2: 0.2268 loss_giou_2: 0.3948 loss_ce_3: 0.3918 loss_bbox_3: 0.2243 loss_giou_3: 0.3863 loss_ce_4: 0.3856 loss_bbox_4: 0.2179 loss_giou_4: 0.3879 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:23] d2.utils.events INFO: eta: 1 day, 6:36:16 iter: 59159 total_loss: 6.608 loss_ce: 0.3689 loss_bbox: 0.22 loss_giou: 0.3773 loss_ce_0: 0.5714 loss_bbox_0: 0.3684 loss_giou_0: 0.5604 loss_ce_1: 0.4538 loss_bbox_1: 0.2564 loss_giou_1: 0.4253 loss_ce_2: 0.4046 loss_bbox_2: 0.2297 loss_giou_2: 0.3927 loss_ce_3: 0.3755 loss_bbox_3: 0.2266 loss_giou_3: 0.3896 loss_ce_4: 0.3711 loss_bbox_4: 0.2218 loss_giou_4: 0.3822 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:29] d2.utils.events INFO: eta: 1 day, 6:36:15 iter: 59179 total_loss: 6.957 loss_ce: 0.3955 loss_bbox: 0.2127 loss_giou: 0.4037 loss_ce_0: 0.5383 loss_bbox_0: 0.3657 loss_giou_0: 0.6116 loss_ce_1: 0.4527 loss_bbox_1: 0.2488 loss_giou_1: 0.4591 loss_ce_2: 0.4162 loss_bbox_2: 0.2246 loss_giou_2: 0.4227 loss_ce_3: 0.3977 loss_bbox_3: 0.2159 loss_giou_3: 0.4105 loss_ce_4: 0.3899 loss_bbox_4: 0.21 loss_giou_4: 0.4061 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:35] d2.utils.events INFO: eta: 1 day, 6:36:15 iter: 59199 total_loss: 6.7 loss_ce: 0.3753 loss_bbox: 0.2007 loss_giou: 0.3843 loss_ce_0: 0.5557 loss_bbox_0: 0.3611 loss_giou_0: 0.5962 loss_ce_1: 0.4546 loss_bbox_1: 0.2458 loss_giou_1: 0.4451 loss_ce_2: 0.4102 loss_bbox_2: 0.2136 loss_giou_2: 0.4094 loss_ce_3: 0.373 loss_bbox_3: 0.2076 loss_giou_3: 0.3982 loss_ce_4: 0.3664 loss_bbox_4: 0.2036 loss_giou_4: 0.3932 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:40] d2.utils.events INFO: eta: 1 day, 6:35:59 iter: 59219 total_loss: 6.826 loss_ce: 0.3958 loss_bbox: 0.2109 loss_giou: 0.3888 loss_ce_0: 0.583 loss_bbox_0: 0.3809 loss_giou_0: 0.6039 loss_ce_1: 0.4679 loss_bbox_1: 0.2512 loss_giou_1: 0.4546 loss_ce_2: 0.4187 loss_bbox_2: 0.2307 loss_giou_2: 0.4186 loss_ce_3: 0.3993 loss_bbox_3: 0.2166 loss_giou_3: 0.4056 loss_ce_4: 0.3926 loss_bbox_4: 0.2124 loss_giou_4: 0.3905 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:46] d2.utils.events INFO: eta: 1 day, 6:35:36 iter: 59239 total_loss: 6.624 loss_ce: 0.3779 loss_bbox: 0.2204 loss_giou: 0.3611 loss_ce_0: 0.5424 loss_bbox_0: 0.3712 loss_giou_0: 0.5397 loss_ce_1: 0.4488 loss_bbox_1: 0.2528 loss_giou_1: 0.4162 loss_ce_2: 0.3931 loss_bbox_2: 0.2245 loss_giou_2: 0.3815 loss_ce_3: 0.3788 loss_bbox_3: 0.2193 loss_giou_3: 0.3724 loss_ce_4: 0.3732 loss_bbox_4: 0.2202 loss_giou_4: 0.3609 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:52] d2.utils.events INFO: eta: 1 day, 6:35:01 iter: 59259 total_loss: 6.844 loss_ce: 0.3963 loss_bbox: 0.2166 loss_giou: 0.3812 loss_ce_0: 0.5782 loss_bbox_0: 0.3714 loss_giou_0: 0.5758 loss_ce_1: 0.4846 loss_bbox_1: 0.2549 loss_giou_1: 0.4373 loss_ce_2: 0.4277 loss_bbox_2: 0.2251 loss_giou_2: 0.4015 loss_ce_3: 0.4038 loss_bbox_3: 0.2214 loss_giou_3: 0.3882 loss_ce_4: 0.3971 loss_bbox_4: 0.2172 loss_giou_4: 0.3838 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 18:01:57] d2.utils.events INFO: eta: 1 day, 6:34:55 iter: 59279 total_loss: 6.794 loss_ce: 0.374 loss_bbox: 0.2323 loss_giou: 0.3633 loss_ce_0: 0.5516 loss_bbox_0: 0.3782 loss_giou_0: 0.5484 loss_ce_1: 0.464 loss_bbox_1: 0.2654 loss_giou_1: 0.4188 loss_ce_2: 0.4092 loss_bbox_2: 0.2401 loss_giou_2: 0.3857 loss_ce_3: 0.3807 loss_bbox_3: 0.2339 loss_giou_3: 0.3716 loss_ce_4: 0.3711 loss_bbox_4: 0.2335 loss_giou_4: 0.3655 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:03] d2.utils.events INFO: eta: 1 day, 6:34:41 iter: 59299 total_loss: 6.899 loss_ce: 0.391 loss_bbox: 0.2188 loss_giou: 0.3815 loss_ce_0: 0.5639 loss_bbox_0: 0.3714 loss_giou_0: 0.5901 loss_ce_1: 0.4672 loss_bbox_1: 0.2694 loss_giou_1: 0.4446 loss_ce_2: 0.4209 loss_bbox_2: 0.233 loss_giou_2: 0.4036 loss_ce_3: 0.3986 loss_bbox_3: 0.2172 loss_giou_3: 0.3928 loss_ce_4: 0.3905 loss_bbox_4: 0.2191 loss_giou_4: 0.3858 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:09] d2.utils.events INFO: eta: 1 day, 6:34:44 iter: 59319 total_loss: 6.683 loss_ce: 0.3765 loss_bbox: 0.2059 loss_giou: 0.3712 loss_ce_0: 0.558 loss_bbox_0: 0.3563 loss_giou_0: 0.5868 loss_ce_1: 0.4683 loss_bbox_1: 0.2365 loss_giou_1: 0.4256 loss_ce_2: 0.4204 loss_bbox_2: 0.2143 loss_giou_2: 0.3842 loss_ce_3: 0.3894 loss_bbox_3: 0.2105 loss_giou_3: 0.3771 loss_ce_4: 0.3838 loss_bbox_4: 0.2058 loss_giou_4: 0.3733 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:14] d2.utils.events INFO: eta: 1 day, 6:34:00 iter: 59339 total_loss: 6.576 loss_ce: 0.3958 loss_bbox: 0.2234 loss_giou: 0.3931 loss_ce_0: 0.5795 loss_bbox_0: 0.362 loss_giou_0: 0.619 loss_ce_1: 0.4664 loss_bbox_1: 0.2525 loss_giou_1: 0.4504 loss_ce_2: 0.431 loss_bbox_2: 0.2311 loss_giou_2: 0.3958 loss_ce_3: 0.3945 loss_bbox_3: 0.2334 loss_giou_3: 0.3984 loss_ce_4: 0.3943 loss_bbox_4: 0.2298 loss_giou_4: 0.3935 time: 0.2803 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:20] d2.utils.events INFO: eta: 1 day, 6:33:01 iter: 59359 total_loss: 6.716 loss_ce: 0.3626 loss_bbox: 0.2247 loss_giou: 0.3842 loss_ce_0: 0.5614 loss_bbox_0: 0.3791 loss_giou_0: 0.6032 loss_ce_1: 0.4656 loss_bbox_1: 0.2592 loss_giou_1: 0.4346 loss_ce_2: 0.3996 loss_bbox_2: 0.24 loss_giou_2: 0.4032 loss_ce_3: 0.3753 loss_bbox_3: 0.2354 loss_giou_3: 0.3944 loss_ce_4: 0.37 loss_bbox_4: 0.2253 loss_giou_4: 0.3865 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:26] d2.utils.events INFO: eta: 1 day, 6:32:52 iter: 59379 total_loss: 6.746 loss_ce: 0.3872 loss_bbox: 0.2249 loss_giou: 0.3853 loss_ce_0: 0.5658 loss_bbox_0: 0.3776 loss_giou_0: 0.5871 loss_ce_1: 0.4696 loss_bbox_1: 0.2694 loss_giou_1: 0.4439 loss_ce_2: 0.4228 loss_bbox_2: 0.2396 loss_giou_2: 0.405 loss_ce_3: 0.3865 loss_bbox_3: 0.227 loss_giou_3: 0.3956 loss_ce_4: 0.3911 loss_bbox_4: 0.2232 loss_giou_4: 0.3863 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:31] d2.utils.events INFO: eta: 1 day, 6:32:15 iter: 59399 total_loss: 6.576 loss_ce: 0.3682 loss_bbox: 0.2254 loss_giou: 0.3787 loss_ce_0: 0.5527 loss_bbox_0: 0.3714 loss_giou_0: 0.5803 loss_ce_1: 0.4519 loss_bbox_1: 0.2569 loss_giou_1: 0.4352 loss_ce_2: 0.398 loss_bbox_2: 0.2339 loss_giou_2: 0.3916 loss_ce_3: 0.3749 loss_bbox_3: 0.224 loss_giou_3: 0.3843 loss_ce_4: 0.3778 loss_bbox_4: 0.2213 loss_giou_4: 0.3788 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:37] d2.utils.events INFO: eta: 1 day, 6:32:09 iter: 59419 total_loss: 6.942 loss_ce: 0.3928 loss_bbox: 0.2148 loss_giou: 0.3715 loss_ce_0: 0.5967 loss_bbox_0: 0.3756 loss_giou_0: 0.5883 loss_ce_1: 0.4981 loss_bbox_1: 0.2612 loss_giou_1: 0.427 loss_ce_2: 0.4286 loss_bbox_2: 0.2353 loss_giou_2: 0.3929 loss_ce_3: 0.4052 loss_bbox_3: 0.2238 loss_giou_3: 0.3771 loss_ce_4: 0.4101 loss_bbox_4: 0.2181 loss_giou_4: 0.3723 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:43] d2.utils.events INFO: eta: 1 day, 6:31:57 iter: 59439 total_loss: 6.84 loss_ce: 0.3897 loss_bbox: 0.2229 loss_giou: 0.3905 loss_ce_0: 0.5578 loss_bbox_0: 0.3736 loss_giou_0: 0.5769 loss_ce_1: 0.4627 loss_bbox_1: 0.2614 loss_giou_1: 0.4401 loss_ce_2: 0.4187 loss_bbox_2: 0.2343 loss_giou_2: 0.4088 loss_ce_3: 0.3927 loss_bbox_3: 0.2296 loss_giou_3: 0.3932 loss_ce_4: 0.3857 loss_bbox_4: 0.2258 loss_giou_4: 0.3859 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:48] d2.utils.events INFO: eta: 1 day, 6:32:05 iter: 59459 total_loss: 6.922 loss_ce: 0.4042 loss_bbox: 0.2359 loss_giou: 0.3888 loss_ce_0: 0.5803 loss_bbox_0: 0.3841 loss_giou_0: 0.5937 loss_ce_1: 0.4973 loss_bbox_1: 0.281 loss_giou_1: 0.4335 loss_ce_2: 0.4471 loss_bbox_2: 0.2534 loss_giou_2: 0.4071 loss_ce_3: 0.4193 loss_bbox_3: 0.2464 loss_giou_3: 0.3972 loss_ce_4: 0.4005 loss_bbox_4: 0.2432 loss_giou_4: 0.3906 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:02:54] d2.utils.events INFO: eta: 1 day, 6:32:45 iter: 59479 total_loss: 7.047 loss_ce: 0.3942 loss_bbox: 0.2368 loss_giou: 0.3919 loss_ce_0: 0.5865 loss_bbox_0: 0.3907 loss_giou_0: 0.5906 loss_ce_1: 0.4819 loss_bbox_1: 0.2722 loss_giou_1: 0.4385 loss_ce_2: 0.4239 loss_bbox_2: 0.2515 loss_giou_2: 0.4139 loss_ce_3: 0.4076 loss_bbox_3: 0.2393 loss_giou_3: 0.3981 loss_ce_4: 0.3907 loss_bbox_4: 0.2368 loss_giou_4: 0.396 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:00] d2.utils.events INFO: eta: 1 day, 6:32:18 iter: 59499 total_loss: 6.822 loss_ce: 0.4099 loss_bbox: 0.2037 loss_giou: 0.379 loss_ce_0: 0.5948 loss_bbox_0: 0.36 loss_giou_0: 0.5822 loss_ce_1: 0.4962 loss_bbox_1: 0.2526 loss_giou_1: 0.4323 loss_ce_2: 0.4439 loss_bbox_2: 0.2235 loss_giou_2: 0.3991 loss_ce_3: 0.416 loss_bbox_3: 0.2126 loss_giou_3: 0.3866 loss_ce_4: 0.4038 loss_bbox_4: 0.2086 loss_giou_4: 0.3797 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:05] d2.utils.events INFO: eta: 1 day, 6:31:50 iter: 59519 total_loss: 6.934 loss_ce: 0.3763 loss_bbox: 0.228 loss_giou: 0.3912 loss_ce_0: 0.5923 loss_bbox_0: 0.3847 loss_giou_0: 0.6061 loss_ce_1: 0.48 loss_bbox_1: 0.2654 loss_giou_1: 0.4471 loss_ce_2: 0.414 loss_bbox_2: 0.2435 loss_giou_2: 0.4091 loss_ce_3: 0.3843 loss_bbox_3: 0.2367 loss_giou_3: 0.3987 loss_ce_4: 0.3795 loss_bbox_4: 0.2287 loss_giou_4: 0.3901 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:11] d2.utils.events INFO: eta: 1 day, 6:32:28 iter: 59539 total_loss: 6.721 loss_ce: 0.37 loss_bbox: 0.2251 loss_giou: 0.384 loss_ce_0: 0.5734 loss_bbox_0: 0.3746 loss_giou_0: 0.578 loss_ce_1: 0.4619 loss_bbox_1: 0.2578 loss_giou_1: 0.431 loss_ce_2: 0.4055 loss_bbox_2: 0.2371 loss_giou_2: 0.4014 loss_ce_3: 0.3783 loss_bbox_3: 0.2284 loss_giou_3: 0.3894 loss_ce_4: 0.3667 loss_bbox_4: 0.2241 loss_giou_4: 0.3846 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:17] d2.utils.events INFO: eta: 1 day, 6:31:38 iter: 59559 total_loss: 6.702 loss_ce: 0.3863 loss_bbox: 0.2266 loss_giou: 0.381 loss_ce_0: 0.5556 loss_bbox_0: 0.3802 loss_giou_0: 0.5864 loss_ce_1: 0.4693 loss_bbox_1: 0.2634 loss_giou_1: 0.4331 loss_ce_2: 0.4176 loss_bbox_2: 0.2462 loss_giou_2: 0.3997 loss_ce_3: 0.3889 loss_bbox_3: 0.2331 loss_giou_3: 0.3883 loss_ce_4: 0.3868 loss_bbox_4: 0.2292 loss_giou_4: 0.3849 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:23] d2.utils.events INFO: eta: 1 day, 6:31:33 iter: 59579 total_loss: 7.215 loss_ce: 0.412 loss_bbox: 0.2326 loss_giou: 0.4059 loss_ce_0: 0.5788 loss_bbox_0: 0.3793 loss_giou_0: 0.5968 loss_ce_1: 0.4878 loss_bbox_1: 0.273 loss_giou_1: 0.4533 loss_ce_2: 0.4367 loss_bbox_2: 0.2388 loss_giou_2: 0.4161 loss_ce_3: 0.4068 loss_bbox_3: 0.239 loss_giou_3: 0.4141 loss_ce_4: 0.4136 loss_bbox_4: 0.2322 loss_giou_4: 0.405 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:28] d2.utils.events INFO: eta: 1 day, 6:31:27 iter: 59599 total_loss: 6.856 loss_ce: 0.386 loss_bbox: 0.2342 loss_giou: 0.3985 loss_ce_0: 0.5624 loss_bbox_0: 0.3822 loss_giou_0: 0.6039 loss_ce_1: 0.4565 loss_bbox_1: 0.273 loss_giou_1: 0.4503 loss_ce_2: 0.41 loss_bbox_2: 0.2515 loss_giou_2: 0.4136 loss_ce_3: 0.3807 loss_bbox_3: 0.2347 loss_giou_3: 0.4046 loss_ce_4: 0.3841 loss_bbox_4: 0.2372 loss_giou_4: 0.4012 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:34] d2.utils.events INFO: eta: 1 day, 6:31:44 iter: 59619 total_loss: 6.725 loss_ce: 0.3761 loss_bbox: 0.2011 loss_giou: 0.3841 loss_ce_0: 0.5602 loss_bbox_0: 0.3515 loss_giou_0: 0.6099 loss_ce_1: 0.4682 loss_bbox_1: 0.2321 loss_giou_1: 0.4466 loss_ce_2: 0.4085 loss_bbox_2: 0.2117 loss_giou_2: 0.4024 loss_ce_3: 0.3811 loss_bbox_3: 0.2064 loss_giou_3: 0.3898 loss_ce_4: 0.3772 loss_bbox_4: 0.1986 loss_giou_4: 0.3827 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:40] d2.utils.events INFO: eta: 1 day, 6:31:01 iter: 59639 total_loss: 6.712 loss_ce: 0.3927 loss_bbox: 0.221 loss_giou: 0.3768 loss_ce_0: 0.5675 loss_bbox_0: 0.3785 loss_giou_0: 0.5724 loss_ce_1: 0.4744 loss_bbox_1: 0.2501 loss_giou_1: 0.4226 loss_ce_2: 0.4232 loss_bbox_2: 0.2383 loss_giou_2: 0.3941 loss_ce_3: 0.4002 loss_bbox_3: 0.2352 loss_giou_3: 0.3855 loss_ce_4: 0.3926 loss_bbox_4: 0.2282 loss_giou_4: 0.3814 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:45] d2.utils.events INFO: eta: 1 day, 6:31:10 iter: 59659 total_loss: 7.151 loss_ce: 0.3962 loss_bbox: 0.2349 loss_giou: 0.4111 loss_ce_0: 0.57 loss_bbox_0: 0.3745 loss_giou_0: 0.6037 loss_ce_1: 0.4736 loss_bbox_1: 0.2634 loss_giou_1: 0.452 loss_ce_2: 0.4384 loss_bbox_2: 0.2461 loss_giou_2: 0.4199 loss_ce_3: 0.4099 loss_bbox_3: 0.2396 loss_giou_3: 0.4177 loss_ce_4: 0.4013 loss_bbox_4: 0.2353 loss_giou_4: 0.4114 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:51] d2.utils.events INFO: eta: 1 day, 6:30:30 iter: 59679 total_loss: 6.822 loss_ce: 0.3995 loss_bbox: 0.2246 loss_giou: 0.3889 loss_ce_0: 0.5702 loss_bbox_0: 0.3649 loss_giou_0: 0.5917 loss_ce_1: 0.4806 loss_bbox_1: 0.2579 loss_giou_1: 0.4471 loss_ce_2: 0.4331 loss_bbox_2: 0.2365 loss_giou_2: 0.4093 loss_ce_3: 0.4075 loss_bbox_3: 0.2325 loss_giou_3: 0.4002 loss_ce_4: 0.4052 loss_bbox_4: 0.2258 loss_giou_4: 0.3933 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:03:57] d2.utils.events INFO: eta: 1 day, 6:30:29 iter: 59699 total_loss: 6.765 loss_ce: 0.3798 loss_bbox: 0.2244 loss_giou: 0.3893 loss_ce_0: 0.5673 loss_bbox_0: 0.3692 loss_giou_0: 0.6028 loss_ce_1: 0.4743 loss_bbox_1: 0.2707 loss_giou_1: 0.4555 loss_ce_2: 0.4216 loss_bbox_2: 0.2399 loss_giou_2: 0.408 loss_ce_3: 0.3913 loss_bbox_3: 0.2295 loss_giou_3: 0.3961 loss_ce_4: 0.3828 loss_bbox_4: 0.2268 loss_giou_4: 0.3864 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:02] d2.utils.events INFO: eta: 1 day, 6:30:27 iter: 59719 total_loss: 6.719 loss_ce: 0.4 loss_bbox: 0.2425 loss_giou: 0.3738 loss_ce_0: 0.5551 loss_bbox_0: 0.3801 loss_giou_0: 0.5774 loss_ce_1: 0.4667 loss_bbox_1: 0.2661 loss_giou_1: 0.4301 loss_ce_2: 0.4216 loss_bbox_2: 0.2535 loss_giou_2: 0.3925 loss_ce_3: 0.3973 loss_bbox_3: 0.2418 loss_giou_3: 0.3784 loss_ce_4: 0.3941 loss_bbox_4: 0.2391 loss_giou_4: 0.3708 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:08] d2.utils.events INFO: eta: 1 day, 6:30:18 iter: 59739 total_loss: 6.926 loss_ce: 0.4067 loss_bbox: 0.215 loss_giou: 0.3888 loss_ce_0: 0.5704 loss_bbox_0: 0.3635 loss_giou_0: 0.5805 loss_ce_1: 0.4804 loss_bbox_1: 0.2516 loss_giou_1: 0.4182 loss_ce_2: 0.4267 loss_bbox_2: 0.2248 loss_giou_2: 0.3891 loss_ce_3: 0.4033 loss_bbox_3: 0.2177 loss_giou_3: 0.3882 loss_ce_4: 0.4015 loss_bbox_4: 0.2129 loss_giou_4: 0.3869 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:14] d2.utils.events INFO: eta: 1 day, 6:30:07 iter: 59759 total_loss: 6.751 loss_ce: 0.3841 loss_bbox: 0.2277 loss_giou: 0.3721 loss_ce_0: 0.5516 loss_bbox_0: 0.371 loss_giou_0: 0.5593 loss_ce_1: 0.4685 loss_bbox_1: 0.2644 loss_giou_1: 0.4262 loss_ce_2: 0.4155 loss_bbox_2: 0.2414 loss_giou_2: 0.4008 loss_ce_3: 0.3919 loss_bbox_3: 0.2301 loss_giou_3: 0.3861 loss_ce_4: 0.3891 loss_bbox_4: 0.2283 loss_giou_4: 0.3807 time: 0.2803 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:19] d2.utils.events INFO: eta: 1 day, 6:30:10 iter: 59779 total_loss: 6.878 loss_ce: 0.4052 loss_bbox: 0.2235 loss_giou: 0.3601 loss_ce_0: 0.5853 loss_bbox_0: 0.373 loss_giou_0: 0.5696 loss_ce_1: 0.4799 loss_bbox_1: 0.2719 loss_giou_1: 0.4185 loss_ce_2: 0.425 loss_bbox_2: 0.2453 loss_giou_2: 0.3775 loss_ce_3: 0.4041 loss_bbox_3: 0.2294 loss_giou_3: 0.3666 loss_ce_4: 0.3947 loss_bbox_4: 0.2266 loss_giou_4: 0.3638 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:25] d2.utils.events INFO: eta: 1 day, 6:29:56 iter: 59799 total_loss: 6.686 loss_ce: 0.3773 loss_bbox: 0.2262 loss_giou: 0.3727 loss_ce_0: 0.5601 loss_bbox_0: 0.3736 loss_giou_0: 0.5729 loss_ce_1: 0.465 loss_bbox_1: 0.2582 loss_giou_1: 0.432 loss_ce_2: 0.4063 loss_bbox_2: 0.2378 loss_giou_2: 0.3876 loss_ce_3: 0.3807 loss_bbox_3: 0.2431 loss_giou_3: 0.383 loss_ce_4: 0.3727 loss_bbox_4: 0.227 loss_giou_4: 0.3742 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:31] d2.utils.events INFO: eta: 1 day, 6:29:45 iter: 59819 total_loss: 6.738 loss_ce: 0.3951 loss_bbox: 0.2145 loss_giou: 0.3743 loss_ce_0: 0.5612 loss_bbox_0: 0.3782 loss_giou_0: 0.5756 loss_ce_1: 0.488 loss_bbox_1: 0.2596 loss_giou_1: 0.4329 loss_ce_2: 0.4284 loss_bbox_2: 0.2296 loss_giou_2: 0.3975 loss_ce_3: 0.4032 loss_bbox_3: 0.2196 loss_giou_3: 0.3789 loss_ce_4: 0.3939 loss_bbox_4: 0.215 loss_giou_4: 0.3733 time: 0.2803 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:36] d2.utils.events INFO: eta: 1 day, 6:29:31 iter: 59839 total_loss: 6.829 loss_ce: 0.3811 loss_bbox: 0.2194 loss_giou: 0.4041 loss_ce_0: 0.5657 loss_bbox_0: 0.3807 loss_giou_0: 0.6051 loss_ce_1: 0.4547 loss_bbox_1: 0.2741 loss_giou_1: 0.4492 loss_ce_2: 0.4047 loss_bbox_2: 0.2401 loss_giou_2: 0.4246 loss_ce_3: 0.3891 loss_bbox_3: 0.2335 loss_giou_3: 0.4113 loss_ce_4: 0.3799 loss_bbox_4: 0.2139 loss_giou_4: 0.4086 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:42] d2.utils.events INFO: eta: 1 day, 6:29:25 iter: 59859 total_loss: 6.72 loss_ce: 0.3814 loss_bbox: 0.2171 loss_giou: 0.3759 loss_ce_0: 0.5524 loss_bbox_0: 0.3728 loss_giou_0: 0.5996 loss_ce_1: 0.4644 loss_bbox_1: 0.2585 loss_giou_1: 0.4322 loss_ce_2: 0.4224 loss_bbox_2: 0.2333 loss_giou_2: 0.3965 loss_ce_3: 0.3906 loss_bbox_3: 0.222 loss_giou_3: 0.3813 loss_ce_4: 0.379 loss_bbox_4: 0.217 loss_giou_4: 0.3759 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:48] d2.utils.events INFO: eta: 1 day, 6:29:28 iter: 59879 total_loss: 6.644 loss_ce: 0.3988 loss_bbox: 0.2175 loss_giou: 0.3663 loss_ce_0: 0.5517 loss_bbox_0: 0.3858 loss_giou_0: 0.5761 loss_ce_1: 0.4677 loss_bbox_1: 0.2549 loss_giou_1: 0.433 loss_ce_2: 0.4225 loss_bbox_2: 0.2326 loss_giou_2: 0.3904 loss_ce_3: 0.4043 loss_bbox_3: 0.2233 loss_giou_3: 0.3732 loss_ce_4: 0.3914 loss_bbox_4: 0.2187 loss_giou_4: 0.3677 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:54] d2.utils.events INFO: eta: 1 day, 6:29:27 iter: 59899 total_loss: 6.786 loss_ce: 0.3813 loss_bbox: 0.2245 loss_giou: 0.3792 loss_ce_0: 0.5626 loss_bbox_0: 0.3689 loss_giou_0: 0.5699 loss_ce_1: 0.4751 loss_bbox_1: 0.2648 loss_giou_1: 0.425 loss_ce_2: 0.4173 loss_bbox_2: 0.2336 loss_giou_2: 0.3889 loss_ce_3: 0.3878 loss_bbox_3: 0.2281 loss_giou_3: 0.3808 loss_ce_4: 0.3788 loss_bbox_4: 0.2256 loss_giou_4: 0.375 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:04:59] d2.utils.events INFO: eta: 1 day, 6:29:28 iter: 59919 total_loss: 6.661 loss_ce: 0.3763 loss_bbox: 0.2311 loss_giou: 0.3682 loss_ce_0: 0.5674 loss_bbox_0: 0.3782 loss_giou_0: 0.6175 loss_ce_1: 0.4659 loss_bbox_1: 0.2679 loss_giou_1: 0.4471 loss_ce_2: 0.4127 loss_bbox_2: 0.2457 loss_giou_2: 0.4027 loss_ce_3: 0.3802 loss_bbox_3: 0.237 loss_giou_3: 0.3795 loss_ce_4: 0.379 loss_bbox_4: 0.2311 loss_giou_4: 0.3733 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:05] d2.utils.events INFO: eta: 1 day, 6:29:25 iter: 59939 total_loss: 6.588 loss_ce: 0.3786 loss_bbox: 0.2045 loss_giou: 0.3661 loss_ce_0: 0.5505 loss_bbox_0: 0.3621 loss_giou_0: 0.5705 loss_ce_1: 0.4645 loss_bbox_1: 0.2468 loss_giou_1: 0.4328 loss_ce_2: 0.4131 loss_bbox_2: 0.2172 loss_giou_2: 0.3902 loss_ce_3: 0.3918 loss_bbox_3: 0.2087 loss_giou_3: 0.3804 loss_ce_4: 0.3849 loss_bbox_4: 0.2006 loss_giou_4: 0.3711 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:11] d2.utils.events INFO: eta: 1 day, 6:29:25 iter: 59959 total_loss: 6.705 loss_ce: 0.3764 loss_bbox: 0.2188 loss_giou: 0.3633 loss_ce_0: 0.571 loss_bbox_0: 0.3647 loss_giou_0: 0.5618 loss_ce_1: 0.4522 loss_bbox_1: 0.2442 loss_giou_1: 0.4093 loss_ce_2: 0.4018 loss_bbox_2: 0.225 loss_giou_2: 0.3845 loss_ce_3: 0.3805 loss_bbox_3: 0.2168 loss_giou_3: 0.3662 loss_ce_4: 0.3838 loss_bbox_4: 0.2178 loss_giou_4: 0.3646 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:16] d2.utils.events INFO: eta: 1 day, 6:29:28 iter: 59979 total_loss: 7.017 loss_ce: 0.3867 loss_bbox: 0.2205 loss_giou: 0.4062 loss_ce_0: 0.5904 loss_bbox_0: 0.3916 loss_giou_0: 0.6233 loss_ce_1: 0.4831 loss_bbox_1: 0.2615 loss_giou_1: 0.4616 loss_ce_2: 0.4305 loss_bbox_2: 0.2336 loss_giou_2: 0.4164 loss_ce_3: 0.3958 loss_bbox_3: 0.2275 loss_giou_3: 0.4141 loss_ce_4: 0.3912 loss_bbox_4: 0.2236 loss_giou_4: 0.408 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:22] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0059999.pth [11/02 18:05:24] d2.utils.events INFO: eta: 1 day, 6:29:27 iter: 59999 total_loss: 6.83 loss_ce: 0.3616 loss_bbox: 0.2304 loss_giou: 0.3904 loss_ce_0: 0.5498 loss_bbox_0: 0.3747 loss_giou_0: 0.5749 loss_ce_1: 0.4645 loss_bbox_1: 0.2642 loss_giou_1: 0.4367 loss_ce_2: 0.401 loss_bbox_2: 0.2468 loss_giou_2: 0.4083 loss_ce_3: 0.3777 loss_bbox_3: 0.2367 loss_giou_3: 0.3962 loss_ce_4: 0.3651 loss_bbox_4: 0.2334 loss_giou_4: 0.3947 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:30] d2.utils.events INFO: eta: 1 day, 6:29:00 iter: 60019 total_loss: 6.637 loss_ce: 0.388 loss_bbox: 0.216 loss_giou: 0.3903 loss_ce_0: 0.5629 loss_bbox_0: 0.3607 loss_giou_0: 0.5922 loss_ce_1: 0.4633 loss_bbox_1: 0.2512 loss_giou_1: 0.4465 loss_ce_2: 0.4116 loss_bbox_2: 0.2248 loss_giou_2: 0.4013 loss_ce_3: 0.3977 loss_bbox_3: 0.2162 loss_giou_3: 0.3961 loss_ce_4: 0.3953 loss_bbox_4: 0.2167 loss_giou_4: 0.3911 time: 0.2803 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:35] d2.utils.events INFO: eta: 1 day, 6:28:52 iter: 60039 total_loss: 6.507 loss_ce: 0.396 loss_bbox: 0.2189 loss_giou: 0.3624 loss_ce_0: 0.5706 loss_bbox_0: 0.3531 loss_giou_0: 0.5438 loss_ce_1: 0.4528 loss_bbox_1: 0.251 loss_giou_1: 0.4015 loss_ce_2: 0.4235 loss_bbox_2: 0.2252 loss_giou_2: 0.3735 loss_ce_3: 0.4039 loss_bbox_3: 0.2227 loss_giou_3: 0.3622 loss_ce_4: 0.4034 loss_bbox_4: 0.2187 loss_giou_4: 0.3648 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:41] d2.utils.events INFO: eta: 1 day, 6:28:50 iter: 60059 total_loss: 6.876 loss_ce: 0.3854 loss_bbox: 0.2195 loss_giou: 0.3858 loss_ce_0: 0.5761 loss_bbox_0: 0.3712 loss_giou_0: 0.6149 loss_ce_1: 0.4725 loss_bbox_1: 0.2546 loss_giou_1: 0.4336 loss_ce_2: 0.413 loss_bbox_2: 0.2325 loss_giou_2: 0.4105 loss_ce_3: 0.3957 loss_bbox_3: 0.2232 loss_giou_3: 0.3927 loss_ce_4: 0.3883 loss_bbox_4: 0.2209 loss_giou_4: 0.3864 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:47] d2.utils.events INFO: eta: 1 day, 6:28:30 iter: 60079 total_loss: 6.81 loss_ce: 0.378 loss_bbox: 0.2205 loss_giou: 0.3718 loss_ce_0: 0.5509 loss_bbox_0: 0.3948 loss_giou_0: 0.573 loss_ce_1: 0.4569 loss_bbox_1: 0.2672 loss_giou_1: 0.4309 loss_ce_2: 0.394 loss_bbox_2: 0.2391 loss_giou_2: 0.3918 loss_ce_3: 0.3777 loss_bbox_3: 0.2315 loss_giou_3: 0.3787 loss_ce_4: 0.366 loss_bbox_4: 0.2249 loss_giou_4: 0.3696 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:52] d2.utils.events INFO: eta: 1 day, 6:28:05 iter: 60099 total_loss: 7.012 loss_ce: 0.4156 loss_bbox: 0.2267 loss_giou: 0.3755 loss_ce_0: 0.5893 loss_bbox_0: 0.3887 loss_giou_0: 0.587 loss_ce_1: 0.5189 loss_bbox_1: 0.2625 loss_giou_1: 0.4369 loss_ce_2: 0.4501 loss_bbox_2: 0.2433 loss_giou_2: 0.3971 loss_ce_3: 0.4276 loss_bbox_3: 0.2315 loss_giou_3: 0.3826 loss_ce_4: 0.4187 loss_bbox_4: 0.231 loss_giou_4: 0.3732 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 18:05:58] d2.utils.events INFO: eta: 1 day, 6:27:36 iter: 60119 total_loss: 7.015 loss_ce: 0.4102 loss_bbox: 0.21 loss_giou: 0.3879 loss_ce_0: 0.5959 loss_bbox_0: 0.3592 loss_giou_0: 0.5859 loss_ce_1: 0.482 loss_bbox_1: 0.2525 loss_giou_1: 0.4475 loss_ce_2: 0.4409 loss_bbox_2: 0.227 loss_giou_2: 0.4132 loss_ce_3: 0.414 loss_bbox_3: 0.2181 loss_giou_3: 0.401 loss_ce_4: 0.4105 loss_bbox_4: 0.2141 loss_giou_4: 0.396 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:04] d2.utils.events INFO: eta: 1 day, 6:27:31 iter: 60139 total_loss: 6.732 loss_ce: 0.3818 loss_bbox: 0.245 loss_giou: 0.38 loss_ce_0: 0.554 loss_bbox_0: 0.3775 loss_giou_0: 0.557 loss_ce_1: 0.4771 loss_bbox_1: 0.2607 loss_giou_1: 0.4233 loss_ce_2: 0.4224 loss_bbox_2: 0.2528 loss_giou_2: 0.3959 loss_ce_3: 0.3767 loss_bbox_3: 0.2432 loss_giou_3: 0.3846 loss_ce_4: 0.3788 loss_bbox_4: 0.2462 loss_giou_4: 0.3819 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:10] d2.utils.events INFO: eta: 1 day, 6:27:29 iter: 60159 total_loss: 6.771 loss_ce: 0.3906 loss_bbox: 0.2225 loss_giou: 0.3834 loss_ce_0: 0.5573 loss_bbox_0: 0.3626 loss_giou_0: 0.5663 loss_ce_1: 0.4731 loss_bbox_1: 0.26 loss_giou_1: 0.4301 loss_ce_2: 0.4207 loss_bbox_2: 0.2299 loss_giou_2: 0.3988 loss_ce_3: 0.3984 loss_bbox_3: 0.2234 loss_giou_3: 0.3865 loss_ce_4: 0.3957 loss_bbox_4: 0.2186 loss_giou_4: 0.3818 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:15] d2.utils.events INFO: eta: 1 day, 6:27:43 iter: 60179 total_loss: 6.967 loss_ce: 0.3965 loss_bbox: 0.2232 loss_giou: 0.3906 loss_ce_0: 0.5767 loss_bbox_0: 0.384 loss_giou_0: 0.5891 loss_ce_1: 0.4794 loss_bbox_1: 0.2641 loss_giou_1: 0.4378 loss_ce_2: 0.4239 loss_bbox_2: 0.2386 loss_giou_2: 0.4018 loss_ce_3: 0.4045 loss_bbox_3: 0.2273 loss_giou_3: 0.3962 loss_ce_4: 0.3927 loss_bbox_4: 0.2227 loss_giou_4: 0.3919 time: 0.2803 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:21] d2.utils.events INFO: eta: 1 day, 6:27:39 iter: 60199 total_loss: 7.132 loss_ce: 0.4113 loss_bbox: 0.223 loss_giou: 0.3993 loss_ce_0: 0.6008 loss_bbox_0: 0.3861 loss_giou_0: 0.5778 loss_ce_1: 0.502 loss_bbox_1: 0.2685 loss_giou_1: 0.4498 loss_ce_2: 0.4396 loss_bbox_2: 0.2382 loss_giou_2: 0.4165 loss_ce_3: 0.4155 loss_bbox_3: 0.2288 loss_giou_3: 0.4059 loss_ce_4: 0.4187 loss_bbox_4: 0.2226 loss_giou_4: 0.3996 time: 0.2803 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:27] d2.utils.events INFO: eta: 1 day, 6:27:48 iter: 60219 total_loss: 6.721 loss_ce: 0.3863 loss_bbox: 0.2065 loss_giou: 0.3944 loss_ce_0: 0.5419 loss_bbox_0: 0.3452 loss_giou_0: 0.6017 loss_ce_1: 0.4665 loss_bbox_1: 0.2488 loss_giou_1: 0.4595 loss_ce_2: 0.4052 loss_bbox_2: 0.2329 loss_giou_2: 0.4173 loss_ce_3: 0.397 loss_bbox_3: 0.2162 loss_giou_3: 0.4024 loss_ce_4: 0.3791 loss_bbox_4: 0.2091 loss_giou_4: 0.3954 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:32] d2.utils.events INFO: eta: 1 day, 6:27:35 iter: 60239 total_loss: 6.686 loss_ce: 0.3805 loss_bbox: 0.2299 loss_giou: 0.3605 loss_ce_0: 0.5581 loss_bbox_0: 0.3885 loss_giou_0: 0.6068 loss_ce_1: 0.4578 loss_bbox_1: 0.2696 loss_giou_1: 0.4313 loss_ce_2: 0.4195 loss_bbox_2: 0.243 loss_giou_2: 0.3956 loss_ce_3: 0.4027 loss_bbox_3: 0.2403 loss_giou_3: 0.3684 loss_ce_4: 0.3819 loss_bbox_4: 0.2346 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0181 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:38] d2.utils.events INFO: eta: 1 day, 6:27:41 iter: 60259 total_loss: 7.338 loss_ce: 0.4211 loss_bbox: 0.2196 loss_giou: 0.4089 loss_ce_0: 0.5856 loss_bbox_0: 0.3685 loss_giou_0: 0.6266 loss_ce_1: 0.4917 loss_bbox_1: 0.2587 loss_giou_1: 0.4577 loss_ce_2: 0.4496 loss_bbox_2: 0.238 loss_giou_2: 0.4296 loss_ce_3: 0.4351 loss_bbox_3: 0.234 loss_giou_3: 0.4242 loss_ce_4: 0.4211 loss_bbox_4: 0.2216 loss_giou_4: 0.4102 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:44] d2.utils.events INFO: eta: 1 day, 6:27:44 iter: 60279 total_loss: 6.643 loss_ce: 0.3855 loss_bbox: 0.2191 loss_giou: 0.3763 loss_ce_0: 0.5847 loss_bbox_0: 0.3835 loss_giou_0: 0.6031 loss_ce_1: 0.4825 loss_bbox_1: 0.2629 loss_giou_1: 0.4512 loss_ce_2: 0.4187 loss_bbox_2: 0.2323 loss_giou_2: 0.4051 loss_ce_3: 0.4017 loss_bbox_3: 0.219 loss_giou_3: 0.3861 loss_ce_4: 0.3946 loss_bbox_4: 0.2231 loss_giou_4: 0.3778 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:49] d2.utils.events INFO: eta: 1 day, 6:27:53 iter: 60299 total_loss: 6.723 loss_ce: 0.3911 loss_bbox: 0.2355 loss_giou: 0.3919 loss_ce_0: 0.5797 loss_bbox_0: 0.3811 loss_giou_0: 0.5965 loss_ce_1: 0.4755 loss_bbox_1: 0.2694 loss_giou_1: 0.4374 loss_ce_2: 0.4203 loss_bbox_2: 0.2436 loss_giou_2: 0.3963 loss_ce_3: 0.4038 loss_bbox_3: 0.2374 loss_giou_3: 0.3932 loss_ce_4: 0.3903 loss_bbox_4: 0.2381 loss_giou_4: 0.3912 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 18:06:55] d2.utils.events INFO: eta: 1 day, 6:27:22 iter: 60319 total_loss: 6.77 loss_ce: 0.4001 loss_bbox: 0.2153 loss_giou: 0.4001 loss_ce_0: 0.5686 loss_bbox_0: 0.3565 loss_giou_0: 0.596 loss_ce_1: 0.4751 loss_bbox_1: 0.2522 loss_giou_1: 0.4454 loss_ce_2: 0.4142 loss_bbox_2: 0.228 loss_giou_2: 0.4122 loss_ce_3: 0.3952 loss_bbox_3: 0.2198 loss_giou_3: 0.4082 loss_ce_4: 0.3916 loss_bbox_4: 0.2211 loss_giou_4: 0.4014 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:01] d2.utils.events INFO: eta: 1 day, 6:27:27 iter: 60339 total_loss: 6.954 loss_ce: 0.3934 loss_bbox: 0.2186 loss_giou: 0.3787 loss_ce_0: 0.5757 loss_bbox_0: 0.3815 loss_giou_0: 0.6019 loss_ce_1: 0.4838 loss_bbox_1: 0.2611 loss_giou_1: 0.4537 loss_ce_2: 0.4304 loss_bbox_2: 0.2302 loss_giou_2: 0.4078 loss_ce_3: 0.3976 loss_bbox_3: 0.2233 loss_giou_3: 0.3881 loss_ce_4: 0.39 loss_bbox_4: 0.2211 loss_giou_4: 0.3846 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:07] d2.utils.events INFO: eta: 1 day, 6:27:58 iter: 60359 total_loss: 6.814 loss_ce: 0.3813 loss_bbox: 0.2235 loss_giou: 0.3922 loss_ce_0: 0.5617 loss_bbox_0: 0.3576 loss_giou_0: 0.5818 loss_ce_1: 0.4553 loss_bbox_1: 0.2631 loss_giou_1: 0.4487 loss_ce_2: 0.404 loss_bbox_2: 0.2334 loss_giou_2: 0.4116 loss_ce_3: 0.3704 loss_bbox_3: 0.2268 loss_giou_3: 0.4005 loss_ce_4: 0.3771 loss_bbox_4: 0.2288 loss_giou_4: 0.3923 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:12] d2.utils.events INFO: eta: 1 day, 6:27:45 iter: 60379 total_loss: 6.741 loss_ce: 0.3975 loss_bbox: 0.2253 loss_giou: 0.3877 loss_ce_0: 0.5674 loss_bbox_0: 0.3615 loss_giou_0: 0.571 loss_ce_1: 0.4822 loss_bbox_1: 0.2616 loss_giou_1: 0.4512 loss_ce_2: 0.4357 loss_bbox_2: 0.2394 loss_giou_2: 0.4051 loss_ce_3: 0.3976 loss_bbox_3: 0.2252 loss_giou_3: 0.392 loss_ce_4: 0.3973 loss_bbox_4: 0.225 loss_giou_4: 0.3888 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:18] d2.utils.events INFO: eta: 1 day, 6:28:00 iter: 60399 total_loss: 6.743 loss_ce: 0.393 loss_bbox: 0.2271 loss_giou: 0.3868 loss_ce_0: 0.5841 loss_bbox_0: 0.3757 loss_giou_0: 0.6083 loss_ce_1: 0.4781 loss_bbox_1: 0.263 loss_giou_1: 0.4472 loss_ce_2: 0.4211 loss_bbox_2: 0.2374 loss_giou_2: 0.4039 loss_ce_3: 0.4012 loss_bbox_3: 0.233 loss_giou_3: 0.3828 loss_ce_4: 0.3894 loss_bbox_4: 0.229 loss_giou_4: 0.3848 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:24] d2.utils.events INFO: eta: 1 day, 6:27:55 iter: 60419 total_loss: 6.648 loss_ce: 0.3715 loss_bbox: 0.2117 loss_giou: 0.3849 loss_ce_0: 0.5605 loss_bbox_0: 0.3886 loss_giou_0: 0.6088 loss_ce_1: 0.4515 loss_bbox_1: 0.2621 loss_giou_1: 0.4483 loss_ce_2: 0.3949 loss_bbox_2: 0.2283 loss_giou_2: 0.4057 loss_ce_3: 0.3668 loss_bbox_3: 0.2238 loss_giou_3: 0.3953 loss_ce_4: 0.373 loss_bbox_4: 0.2152 loss_giou_4: 0.3868 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:29] d2.utils.events INFO: eta: 1 day, 6:27:54 iter: 60439 total_loss: 6.749 loss_ce: 0.3712 loss_bbox: 0.2206 loss_giou: 0.3888 loss_ce_0: 0.5592 loss_bbox_0: 0.375 loss_giou_0: 0.5882 loss_ce_1: 0.4644 loss_bbox_1: 0.2587 loss_giou_1: 0.4443 loss_ce_2: 0.406 loss_bbox_2: 0.2272 loss_giou_2: 0.4013 loss_ce_3: 0.3712 loss_bbox_3: 0.2273 loss_giou_3: 0.3887 loss_ce_4: 0.367 loss_bbox_4: 0.2195 loss_giou_4: 0.3859 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:35] d2.utils.events INFO: eta: 1 day, 6:27:43 iter: 60459 total_loss: 6.693 loss_ce: 0.3828 loss_bbox: 0.2288 loss_giou: 0.3922 loss_ce_0: 0.5555 loss_bbox_0: 0.3654 loss_giou_0: 0.5513 loss_ce_1: 0.4611 loss_bbox_1: 0.2526 loss_giou_1: 0.4315 loss_ce_2: 0.42 loss_bbox_2: 0.2335 loss_giou_2: 0.4074 loss_ce_3: 0.3832 loss_bbox_3: 0.2273 loss_giou_3: 0.3923 loss_ce_4: 0.385 loss_bbox_4: 0.2271 loss_giou_4: 0.3938 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:41] d2.utils.events INFO: eta: 1 day, 6:27:38 iter: 60479 total_loss: 6.73 loss_ce: 0.3827 loss_bbox: 0.2047 loss_giou: 0.3962 loss_ce_0: 0.5608 loss_bbox_0: 0.3605 loss_giou_0: 0.6066 loss_ce_1: 0.4509 loss_bbox_1: 0.2527 loss_giou_1: 0.4519 loss_ce_2: 0.4078 loss_bbox_2: 0.2222 loss_giou_2: 0.4107 loss_ce_3: 0.3816 loss_bbox_3: 0.2163 loss_giou_3: 0.4034 loss_ce_4: 0.3781 loss_bbox_4: 0.2123 loss_giou_4: 0.4001 time: 0.2803 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:46] d2.utils.events INFO: eta: 1 day, 6:27:37 iter: 60499 total_loss: 6.957 loss_ce: 0.4037 loss_bbox: 0.2415 loss_giou: 0.3996 loss_ce_0: 0.5777 loss_bbox_0: 0.3951 loss_giou_0: 0.5947 loss_ce_1: 0.4883 loss_bbox_1: 0.2696 loss_giou_1: 0.4436 loss_ce_2: 0.4349 loss_bbox_2: 0.2469 loss_giou_2: 0.413 loss_ce_3: 0.4088 loss_bbox_3: 0.2363 loss_giou_3: 0.4073 loss_ce_4: 0.3984 loss_bbox_4: 0.2358 loss_giou_4: 0.4001 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:52] d2.utils.events INFO: eta: 1 day, 6:28:30 iter: 60519 total_loss: 6.71 loss_ce: 0.3999 loss_bbox: 0.2184 loss_giou: 0.366 loss_ce_0: 0.5712 loss_bbox_0: 0.3756 loss_giou_0: 0.5933 loss_ce_1: 0.4699 loss_bbox_1: 0.2534 loss_giou_1: 0.4415 loss_ce_2: 0.4216 loss_bbox_2: 0.2346 loss_giou_2: 0.3896 loss_ce_3: 0.3856 loss_bbox_3: 0.227 loss_giou_3: 0.3767 loss_ce_4: 0.3935 loss_bbox_4: 0.2205 loss_giou_4: 0.3675 time: 0.2803 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 18:07:58] d2.utils.events INFO: eta: 1 day, 6:27:25 iter: 60539 total_loss: 6.601 loss_ce: 0.3741 loss_bbox: 0.2217 loss_giou: 0.3663 loss_ce_0: 0.5579 loss_bbox_0: 0.3759 loss_giou_0: 0.5783 loss_ce_1: 0.4716 loss_bbox_1: 0.2628 loss_giou_1: 0.4208 loss_ce_2: 0.4097 loss_bbox_2: 0.2449 loss_giou_2: 0.3875 loss_ce_3: 0.3878 loss_bbox_3: 0.228 loss_giou_3: 0.3703 loss_ce_4: 0.3688 loss_bbox_4: 0.2249 loss_giou_4: 0.3673 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:03] d2.utils.events INFO: eta: 1 day, 6:27:20 iter: 60559 total_loss: 6.635 loss_ce: 0.3847 loss_bbox: 0.2243 loss_giou: 0.3708 loss_ce_0: 0.5684 loss_bbox_0: 0.3696 loss_giou_0: 0.5562 loss_ce_1: 0.4645 loss_bbox_1: 0.2587 loss_giou_1: 0.4227 loss_ce_2: 0.4089 loss_bbox_2: 0.2439 loss_giou_2: 0.3972 loss_ce_3: 0.3825 loss_bbox_3: 0.2298 loss_giou_3: 0.3776 loss_ce_4: 0.386 loss_bbox_4: 0.2298 loss_giou_4: 0.3764 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:09] d2.utils.events INFO: eta: 1 day, 6:27:56 iter: 60579 total_loss: 6.838 loss_ce: 0.4108 loss_bbox: 0.2147 loss_giou: 0.3933 loss_ce_0: 0.5764 loss_bbox_0: 0.3688 loss_giou_0: 0.5737 loss_ce_1: 0.4801 loss_bbox_1: 0.2532 loss_giou_1: 0.4396 loss_ce_2: 0.4206 loss_bbox_2: 0.2267 loss_giou_2: 0.4022 loss_ce_3: 0.4107 loss_bbox_3: 0.2176 loss_giou_3: 0.3976 loss_ce_4: 0.4032 loss_bbox_4: 0.2164 loss_giou_4: 0.3923 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:15] d2.utils.events INFO: eta: 1 day, 6:27:16 iter: 60599 total_loss: 6.716 loss_ce: 0.3525 loss_bbox: 0.2328 loss_giou: 0.3896 loss_ce_0: 0.5515 loss_bbox_0: 0.3666 loss_giou_0: 0.6081 loss_ce_1: 0.4403 loss_bbox_1: 0.2603 loss_giou_1: 0.4296 loss_ce_2: 0.383 loss_bbox_2: 0.239 loss_giou_2: 0.4011 loss_ce_3: 0.3593 loss_bbox_3: 0.236 loss_giou_3: 0.3987 loss_ce_4: 0.3519 loss_bbox_4: 0.2322 loss_giou_4: 0.3922 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:20] d2.utils.events INFO: eta: 1 day, 6:27:45 iter: 60619 total_loss: 6.99 loss_ce: 0.4124 loss_bbox: 0.2426 loss_giou: 0.3835 loss_ce_0: 0.5844 loss_bbox_0: 0.3852 loss_giou_0: 0.6028 loss_ce_1: 0.5013 loss_bbox_1: 0.2863 loss_giou_1: 0.4493 loss_ce_2: 0.4495 loss_bbox_2: 0.2537 loss_giou_2: 0.409 loss_ce_3: 0.4182 loss_bbox_3: 0.2438 loss_giou_3: 0.3963 loss_ce_4: 0.4022 loss_bbox_4: 0.2467 loss_giou_4: 0.3861 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:26] d2.utils.events INFO: eta: 1 day, 6:28:02 iter: 60639 total_loss: 6.653 loss_ce: 0.3716 loss_bbox: 0.2134 loss_giou: 0.3949 loss_ce_0: 0.5619 loss_bbox_0: 0.3657 loss_giou_0: 0.5945 loss_ce_1: 0.4603 loss_bbox_1: 0.2518 loss_giou_1: 0.4473 loss_ce_2: 0.4046 loss_bbox_2: 0.2279 loss_giou_2: 0.4122 loss_ce_3: 0.3805 loss_bbox_3: 0.2201 loss_giou_3: 0.4026 loss_ce_4: 0.3654 loss_bbox_4: 0.2153 loss_giou_4: 0.3958 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:32] d2.utils.events INFO: eta: 1 day, 6:28:19 iter: 60659 total_loss: 6.846 loss_ce: 0.4281 loss_bbox: 0.2267 loss_giou: 0.376 loss_ce_0: 0.5847 loss_bbox_0: 0.3904 loss_giou_0: 0.565 loss_ce_1: 0.4946 loss_bbox_1: 0.2671 loss_giou_1: 0.4339 loss_ce_2: 0.448 loss_bbox_2: 0.2372 loss_giou_2: 0.3925 loss_ce_3: 0.4232 loss_bbox_3: 0.2272 loss_giou_3: 0.3765 loss_ce_4: 0.4265 loss_bbox_4: 0.2261 loss_giou_4: 0.377 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:38] d2.utils.events INFO: eta: 1 day, 6:29:07 iter: 60679 total_loss: 6.828 loss_ce: 0.3884 loss_bbox: 0.2151 loss_giou: 0.3844 loss_ce_0: 0.5683 loss_bbox_0: 0.3635 loss_giou_0: 0.5856 loss_ce_1: 0.467 loss_bbox_1: 0.2481 loss_giou_1: 0.4489 loss_ce_2: 0.4246 loss_bbox_2: 0.2266 loss_giou_2: 0.4076 loss_ce_3: 0.3938 loss_bbox_3: 0.2184 loss_giou_3: 0.3997 loss_ce_4: 0.386 loss_bbox_4: 0.2192 loss_giou_4: 0.3879 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:43] d2.utils.events INFO: eta: 1 day, 6:29:10 iter: 60699 total_loss: 6.485 loss_ce: 0.3797 loss_bbox: 0.2194 loss_giou: 0.3711 loss_ce_0: 0.5735 loss_bbox_0: 0.3505 loss_giou_0: 0.5768 loss_ce_1: 0.46 loss_bbox_1: 0.2452 loss_giou_1: 0.4074 loss_ce_2: 0.4152 loss_bbox_2: 0.2228 loss_giou_2: 0.3838 loss_ce_3: 0.3843 loss_bbox_3: 0.2126 loss_giou_3: 0.3781 loss_ce_4: 0.3784 loss_bbox_4: 0.2119 loss_giou_4: 0.3734 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:49] d2.utils.events INFO: eta: 1 day, 6:29:00 iter: 60719 total_loss: 7.014 loss_ce: 0.4089 loss_bbox: 0.2315 loss_giou: 0.409 loss_ce_0: 0.5647 loss_bbox_0: 0.3677 loss_giou_0: 0.6099 loss_ce_1: 0.4879 loss_bbox_1: 0.2733 loss_giou_1: 0.46 loss_ce_2: 0.4321 loss_bbox_2: 0.2514 loss_giou_2: 0.4296 loss_ce_3: 0.403 loss_bbox_3: 0.2352 loss_giou_3: 0.4225 loss_ce_4: 0.3985 loss_bbox_4: 0.2297 loss_giou_4: 0.4137 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 18:08:55] d2.utils.events INFO: eta: 1 day, 6:28:43 iter: 60739 total_loss: 6.784 loss_ce: 0.3911 loss_bbox: 0.2201 loss_giou: 0.3999 loss_ce_0: 0.5602 loss_bbox_0: 0.3712 loss_giou_0: 0.5943 loss_ce_1: 0.4609 loss_bbox_1: 0.2597 loss_giou_1: 0.4385 loss_ce_2: 0.4184 loss_bbox_2: 0.237 loss_giou_2: 0.4098 loss_ce_3: 0.3956 loss_bbox_3: 0.2328 loss_giou_3: 0.4115 loss_ce_4: 0.3961 loss_bbox_4: 0.2228 loss_giou_4: 0.4016 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:00] d2.utils.events INFO: eta: 1 day, 6:28:45 iter: 60759 total_loss: 6.658 loss_ce: 0.4163 loss_bbox: 0.2298 loss_giou: 0.3672 loss_ce_0: 0.5674 loss_bbox_0: 0.3729 loss_giou_0: 0.5615 loss_ce_1: 0.4832 loss_bbox_1: 0.2658 loss_giou_1: 0.4172 loss_ce_2: 0.4302 loss_bbox_2: 0.2435 loss_giou_2: 0.3945 loss_ce_3: 0.4258 loss_bbox_3: 0.2359 loss_giou_3: 0.3695 loss_ce_4: 0.416 loss_bbox_4: 0.2317 loss_giou_4: 0.3694 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:06] d2.utils.events INFO: eta: 1 day, 6:28:32 iter: 60779 total_loss: 6.832 loss_ce: 0.4082 loss_bbox: 0.2307 loss_giou: 0.372 loss_ce_0: 0.5675 loss_bbox_0: 0.3761 loss_giou_0: 0.5633 loss_ce_1: 0.4763 loss_bbox_1: 0.2667 loss_giou_1: 0.4361 loss_ce_2: 0.4256 loss_bbox_2: 0.2437 loss_giou_2: 0.3996 loss_ce_3: 0.4095 loss_bbox_3: 0.235 loss_giou_3: 0.3849 loss_ce_4: 0.4018 loss_bbox_4: 0.2314 loss_giou_4: 0.372 time: 0.2803 data_time: 0.0163 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:12] d2.utils.events INFO: eta: 1 day, 6:28:37 iter: 60799 total_loss: 6.777 loss_ce: 0.3972 loss_bbox: 0.2336 loss_giou: 0.3846 loss_ce_0: 0.5733 loss_bbox_0: 0.3806 loss_giou_0: 0.5719 loss_ce_1: 0.4884 loss_bbox_1: 0.2685 loss_giou_1: 0.4242 loss_ce_2: 0.4249 loss_bbox_2: 0.2471 loss_giou_2: 0.3992 loss_ce_3: 0.4078 loss_bbox_3: 0.2335 loss_giou_3: 0.3859 loss_ce_4: 0.4019 loss_bbox_4: 0.2324 loss_giou_4: 0.3826 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:17] d2.utils.events INFO: eta: 1 day, 6:28:03 iter: 60819 total_loss: 6.852 loss_ce: 0.3913 loss_bbox: 0.2265 loss_giou: 0.3939 loss_ce_0: 0.5725 loss_bbox_0: 0.3815 loss_giou_0: 0.594 loss_ce_1: 0.4764 loss_bbox_1: 0.2727 loss_giou_1: 0.4442 loss_ce_2: 0.4155 loss_bbox_2: 0.2416 loss_giou_2: 0.4082 loss_ce_3: 0.3954 loss_bbox_3: 0.2309 loss_giou_3: 0.3985 loss_ce_4: 0.3919 loss_bbox_4: 0.2257 loss_giou_4: 0.3945 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:23] d2.utils.events INFO: eta: 1 day, 6:27:14 iter: 60839 total_loss: 6.619 loss_ce: 0.3812 loss_bbox: 0.2258 loss_giou: 0.3566 loss_ce_0: 0.5752 loss_bbox_0: 0.366 loss_giou_0: 0.537 loss_ce_1: 0.4656 loss_bbox_1: 0.2701 loss_giou_1: 0.4094 loss_ce_2: 0.402 loss_bbox_2: 0.2389 loss_giou_2: 0.3744 loss_ce_3: 0.3843 loss_bbox_3: 0.2321 loss_giou_3: 0.3651 loss_ce_4: 0.3823 loss_bbox_4: 0.2323 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:28] d2.utils.events INFO: eta: 1 day, 6:27:02 iter: 60859 total_loss: 6.413 loss_ce: 0.3693 loss_bbox: 0.2198 loss_giou: 0.3601 loss_ce_0: 0.5404 loss_bbox_0: 0.3636 loss_giou_0: 0.5567 loss_ce_1: 0.4398 loss_bbox_1: 0.2551 loss_giou_1: 0.4076 loss_ce_2: 0.4031 loss_bbox_2: 0.2251 loss_giou_2: 0.3704 loss_ce_3: 0.3848 loss_bbox_3: 0.224 loss_giou_3: 0.3654 loss_ce_4: 0.3703 loss_bbox_4: 0.2219 loss_giou_4: 0.3625 time: 0.2803 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:34] d2.utils.events INFO: eta: 1 day, 6:26:57 iter: 60879 total_loss: 6.55 loss_ce: 0.3626 loss_bbox: 0.2086 loss_giou: 0.3709 loss_ce_0: 0.5628 loss_bbox_0: 0.363 loss_giou_0: 0.5732 loss_ce_1: 0.4628 loss_bbox_1: 0.253 loss_giou_1: 0.428 loss_ce_2: 0.4052 loss_bbox_2: 0.2252 loss_giou_2: 0.3905 loss_ce_3: 0.3694 loss_bbox_3: 0.217 loss_giou_3: 0.379 loss_ce_4: 0.3672 loss_bbox_4: 0.214 loss_giou_4: 0.372 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:40] d2.utils.events INFO: eta: 1 day, 6:27:23 iter: 60899 total_loss: 6.81 loss_ce: 0.4093 loss_bbox: 0.2186 loss_giou: 0.3735 loss_ce_0: 0.5901 loss_bbox_0: 0.3819 loss_giou_0: 0.5763 loss_ce_1: 0.4922 loss_bbox_1: 0.2551 loss_giou_1: 0.4299 loss_ce_2: 0.4363 loss_bbox_2: 0.2301 loss_giou_2: 0.3869 loss_ce_3: 0.4029 loss_bbox_3: 0.2232 loss_giou_3: 0.3761 loss_ce_4: 0.4097 loss_bbox_4: 0.2202 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:46] d2.utils.events INFO: eta: 1 day, 6:26:43 iter: 60919 total_loss: 6.69 loss_ce: 0.3944 loss_bbox: 0.2387 loss_giou: 0.3732 loss_ce_0: 0.5784 loss_bbox_0: 0.388 loss_giou_0: 0.5505 loss_ce_1: 0.4885 loss_bbox_1: 0.2759 loss_giou_1: 0.4156 loss_ce_2: 0.4364 loss_bbox_2: 0.2453 loss_giou_2: 0.3952 loss_ce_3: 0.4081 loss_bbox_3: 0.24 loss_giou_3: 0.3799 loss_ce_4: 0.4035 loss_bbox_4: 0.2376 loss_giou_4: 0.3724 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:51] d2.utils.events INFO: eta: 1 day, 6:26:24 iter: 60939 total_loss: 6.625 loss_ce: 0.3682 loss_bbox: 0.2286 loss_giou: 0.3766 loss_ce_0: 0.5876 loss_bbox_0: 0.3847 loss_giou_0: 0.5554 loss_ce_1: 0.4631 loss_bbox_1: 0.2692 loss_giou_1: 0.4217 loss_ce_2: 0.4135 loss_bbox_2: 0.243 loss_giou_2: 0.3963 loss_ce_3: 0.3808 loss_bbox_3: 0.2365 loss_giou_3: 0.3866 loss_ce_4: 0.3776 loss_bbox_4: 0.2326 loss_giou_4: 0.3797 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:09:57] d2.utils.events INFO: eta: 1 day, 6:26:32 iter: 60959 total_loss: 6.872 loss_ce: 0.4006 loss_bbox: 0.2107 loss_giou: 0.3898 loss_ce_0: 0.5763 loss_bbox_0: 0.356 loss_giou_0: 0.5844 loss_ce_1: 0.4812 loss_bbox_1: 0.2516 loss_giou_1: 0.438 loss_ce_2: 0.4162 loss_bbox_2: 0.2162 loss_giou_2: 0.405 loss_ce_3: 0.4024 loss_bbox_3: 0.214 loss_giou_3: 0.3961 loss_ce_4: 0.3983 loss_bbox_4: 0.2105 loss_giou_4: 0.3909 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:03] d2.utils.events INFO: eta: 1 day, 6:26:26 iter: 60979 total_loss: 6.732 loss_ce: 0.3955 loss_bbox: 0.2317 loss_giou: 0.3954 loss_ce_0: 0.5762 loss_bbox_0: 0.3777 loss_giou_0: 0.6075 loss_ce_1: 0.4719 loss_bbox_1: 0.271 loss_giou_1: 0.4563 loss_ce_2: 0.4176 loss_bbox_2: 0.2534 loss_giou_2: 0.4155 loss_ce_3: 0.3965 loss_bbox_3: 0.2409 loss_giou_3: 0.4098 loss_ce_4: 0.3942 loss_bbox_4: 0.2332 loss_giou_4: 0.4033 time: 0.2803 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:08] d2.utils.events INFO: eta: 1 day, 6:26:29 iter: 60999 total_loss: 6.692 loss_ce: 0.4043 loss_bbox: 0.2068 loss_giou: 0.3646 loss_ce_0: 0.5671 loss_bbox_0: 0.3765 loss_giou_0: 0.5618 loss_ce_1: 0.4821 loss_bbox_1: 0.2541 loss_giou_1: 0.4136 loss_ce_2: 0.4373 loss_bbox_2: 0.2238 loss_giou_2: 0.3759 loss_ce_3: 0.4125 loss_bbox_3: 0.2109 loss_giou_3: 0.3692 loss_ce_4: 0.4055 loss_bbox_4: 0.2089 loss_giou_4: 0.3676 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:14] d2.utils.events INFO: eta: 1 day, 6:26:23 iter: 61019 total_loss: 6.86 loss_ce: 0.4038 loss_bbox: 0.2315 loss_giou: 0.3863 loss_ce_0: 0.5897 loss_bbox_0: 0.367 loss_giou_0: 0.5977 loss_ce_1: 0.4903 loss_bbox_1: 0.2582 loss_giou_1: 0.445 loss_ce_2: 0.4411 loss_bbox_2: 0.2497 loss_giou_2: 0.4094 loss_ce_3: 0.4227 loss_bbox_3: 0.2342 loss_giou_3: 0.3922 loss_ce_4: 0.412 loss_bbox_4: 0.2305 loss_giou_4: 0.3875 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:20] d2.utils.events INFO: eta: 1 day, 6:26:12 iter: 61039 total_loss: 6.893 loss_ce: 0.3753 loss_bbox: 0.2332 loss_giou: 0.3921 loss_ce_0: 0.5613 loss_bbox_0: 0.391 loss_giou_0: 0.5862 loss_ce_1: 0.4664 loss_bbox_1: 0.2639 loss_giou_1: 0.4518 loss_ce_2: 0.4158 loss_bbox_2: 0.2425 loss_giou_2: 0.4172 loss_ce_3: 0.3806 loss_bbox_3: 0.2385 loss_giou_3: 0.4083 loss_ce_4: 0.3739 loss_bbox_4: 0.2333 loss_giou_4: 0.3992 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:25] d2.utils.events INFO: eta: 1 day, 6:26:29 iter: 61059 total_loss: 6.795 loss_ce: 0.3986 loss_bbox: 0.2168 loss_giou: 0.3944 loss_ce_0: 0.5787 loss_bbox_0: 0.3684 loss_giou_0: 0.605 loss_ce_1: 0.4863 loss_bbox_1: 0.261 loss_giou_1: 0.442 loss_ce_2: 0.4312 loss_bbox_2: 0.2383 loss_giou_2: 0.4061 loss_ce_3: 0.4034 loss_bbox_3: 0.2297 loss_giou_3: 0.4004 loss_ce_4: 0.3957 loss_bbox_4: 0.2208 loss_giou_4: 0.3972 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:31] d2.utils.events INFO: eta: 1 day, 6:26:23 iter: 61079 total_loss: 6.964 loss_ce: 0.3842 loss_bbox: 0.2273 loss_giou: 0.386 loss_ce_0: 0.546 loss_bbox_0: 0.3791 loss_giou_0: 0.6093 loss_ce_1: 0.4674 loss_bbox_1: 0.2672 loss_giou_1: 0.455 loss_ce_2: 0.4078 loss_bbox_2: 0.2433 loss_giou_2: 0.4081 loss_ce_3: 0.3869 loss_bbox_3: 0.2334 loss_giou_3: 0.3923 loss_ce_4: 0.3828 loss_bbox_4: 0.2305 loss_giou_4: 0.3899 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:37] d2.utils.events INFO: eta: 1 day, 6:26:47 iter: 61099 total_loss: 6.625 loss_ce: 0.3721 loss_bbox: 0.2194 loss_giou: 0.3764 loss_ce_0: 0.555 loss_bbox_0: 0.3798 loss_giou_0: 0.5811 loss_ce_1: 0.4624 loss_bbox_1: 0.2592 loss_giou_1: 0.436 loss_ce_2: 0.4088 loss_bbox_2: 0.2448 loss_giou_2: 0.396 loss_ce_3: 0.3772 loss_bbox_3: 0.2255 loss_giou_3: 0.3837 loss_ce_4: 0.3825 loss_bbox_4: 0.2238 loss_giou_4: 0.378 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:42] d2.utils.events INFO: eta: 1 day, 6:27:12 iter: 61119 total_loss: 7.063 loss_ce: 0.3979 loss_bbox: 0.2401 loss_giou: 0.4106 loss_ce_0: 0.5768 loss_bbox_0: 0.3892 loss_giou_0: 0.6228 loss_ce_1: 0.4826 loss_bbox_1: 0.2696 loss_giou_1: 0.4616 loss_ce_2: 0.4292 loss_bbox_2: 0.243 loss_giou_2: 0.4202 loss_ce_3: 0.4093 loss_bbox_3: 0.2372 loss_giou_3: 0.4151 loss_ce_4: 0.3993 loss_bbox_4: 0.2393 loss_giou_4: 0.4102 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:48] d2.utils.events INFO: eta: 1 day, 6:26:48 iter: 61139 total_loss: 6.772 loss_ce: 0.3894 loss_bbox: 0.2067 loss_giou: 0.3796 loss_ce_0: 0.5852 loss_bbox_0: 0.3759 loss_giou_0: 0.6105 loss_ce_1: 0.4801 loss_bbox_1: 0.249 loss_giou_1: 0.4407 loss_ce_2: 0.4221 loss_bbox_2: 0.227 loss_giou_2: 0.4044 loss_ce_3: 0.3972 loss_bbox_3: 0.2106 loss_giou_3: 0.3862 loss_ce_4: 0.393 loss_bbox_4: 0.214 loss_giou_4: 0.3803 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:10:54] d2.utils.events INFO: eta: 1 day, 6:27:02 iter: 61159 total_loss: 7.123 loss_ce: 0.4246 loss_bbox: 0.224 loss_giou: 0.3827 loss_ce_0: 0.5868 loss_bbox_0: 0.3937 loss_giou_0: 0.5698 loss_ce_1: 0.4972 loss_bbox_1: 0.276 loss_giou_1: 0.4389 loss_ce_2: 0.4523 loss_bbox_2: 0.2396 loss_giou_2: 0.3958 loss_ce_3: 0.424 loss_bbox_3: 0.2314 loss_giou_3: 0.3877 loss_ce_4: 0.4195 loss_bbox_4: 0.2256 loss_giou_4: 0.3816 time: 0.2803 data_time: 0.0181 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:00] d2.utils.events INFO: eta: 1 day, 6:26:18 iter: 61179 total_loss: 6.614 loss_ce: 0.3863 loss_bbox: 0.2265 loss_giou: 0.3467 loss_ce_0: 0.5922 loss_bbox_0: 0.3816 loss_giou_0: 0.5289 loss_ce_1: 0.4713 loss_bbox_1: 0.2692 loss_giou_1: 0.4057 loss_ce_2: 0.4327 loss_bbox_2: 0.2361 loss_giou_2: 0.3664 loss_ce_3: 0.3944 loss_bbox_3: 0.2276 loss_giou_3: 0.3501 loss_ce_4: 0.3894 loss_bbox_4: 0.2232 loss_giou_4: 0.346 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:05] d2.utils.events INFO: eta: 1 day, 6:26:12 iter: 61199 total_loss: 6.876 loss_ce: 0.4004 loss_bbox: 0.239 loss_giou: 0.388 loss_ce_0: 0.5938 loss_bbox_0: 0.3903 loss_giou_0: 0.5695 loss_ce_1: 0.4823 loss_bbox_1: 0.2758 loss_giou_1: 0.4341 loss_ce_2: 0.4323 loss_bbox_2: 0.254 loss_giou_2: 0.4062 loss_ce_3: 0.4115 loss_bbox_3: 0.2404 loss_giou_3: 0.4023 loss_ce_4: 0.4084 loss_bbox_4: 0.24 loss_giou_4: 0.3932 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:11] d2.utils.events INFO: eta: 1 day, 6:26:13 iter: 61219 total_loss: 6.639 loss_ce: 0.3914 loss_bbox: 0.2178 loss_giou: 0.3609 loss_ce_0: 0.5548 loss_bbox_0: 0.3673 loss_giou_0: 0.549 loss_ce_1: 0.4708 loss_bbox_1: 0.255 loss_giou_1: 0.4106 loss_ce_2: 0.4142 loss_bbox_2: 0.2284 loss_giou_2: 0.3866 loss_ce_3: 0.3862 loss_bbox_3: 0.2198 loss_giou_3: 0.3677 loss_ce_4: 0.389 loss_bbox_4: 0.2206 loss_giou_4: 0.3636 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:16] d2.utils.events INFO: eta: 1 day, 6:26:08 iter: 61239 total_loss: 6.698 loss_ce: 0.3804 loss_bbox: 0.2182 loss_giou: 0.3855 loss_ce_0: 0.5574 loss_bbox_0: 0.3661 loss_giou_0: 0.6014 loss_ce_1: 0.4614 loss_bbox_1: 0.2532 loss_giou_1: 0.4317 loss_ce_2: 0.4194 loss_bbox_2: 0.2308 loss_giou_2: 0.3997 loss_ce_3: 0.3925 loss_bbox_3: 0.2193 loss_giou_3: 0.3881 loss_ce_4: 0.3842 loss_bbox_4: 0.2151 loss_giou_4: 0.3853 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:22] d2.utils.events INFO: eta: 1 day, 6:25:49 iter: 61259 total_loss: 6.44 loss_ce: 0.3517 loss_bbox: 0.2137 loss_giou: 0.3666 loss_ce_0: 0.5487 loss_bbox_0: 0.3724 loss_giou_0: 0.5707 loss_ce_1: 0.4376 loss_bbox_1: 0.2521 loss_giou_1: 0.4256 loss_ce_2: 0.3749 loss_bbox_2: 0.2293 loss_giou_2: 0.3816 loss_ce_3: 0.3592 loss_bbox_3: 0.2166 loss_giou_3: 0.3699 loss_ce_4: 0.3639 loss_bbox_4: 0.2115 loss_giou_4: 0.3707 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:28] d2.utils.events INFO: eta: 1 day, 6:25:04 iter: 61279 total_loss: 6.73 loss_ce: 0.4037 loss_bbox: 0.1986 loss_giou: 0.3902 loss_ce_0: 0.5738 loss_bbox_0: 0.3617 loss_giou_0: 0.5827 loss_ce_1: 0.4942 loss_bbox_1: 0.2466 loss_giou_1: 0.4392 loss_ce_2: 0.4335 loss_bbox_2: 0.2163 loss_giou_2: 0.403 loss_ce_3: 0.4095 loss_bbox_3: 0.2054 loss_giou_3: 0.3977 loss_ce_4: 0.4054 loss_bbox_4: 0.2019 loss_giou_4: 0.3944 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:34] d2.utils.events INFO: eta: 1 day, 6:24:54 iter: 61299 total_loss: 7.075 loss_ce: 0.4205 loss_bbox: 0.2313 loss_giou: 0.3739 loss_ce_0: 0.5948 loss_bbox_0: 0.3787 loss_giou_0: 0.562 loss_ce_1: 0.4831 loss_bbox_1: 0.2657 loss_giou_1: 0.4334 loss_ce_2: 0.4407 loss_bbox_2: 0.2399 loss_giou_2: 0.4029 loss_ce_3: 0.4174 loss_bbox_3: 0.2331 loss_giou_3: 0.3936 loss_ce_4: 0.4116 loss_bbox_4: 0.2315 loss_giou_4: 0.3821 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:39] d2.utils.events INFO: eta: 1 day, 6:24:28 iter: 61319 total_loss: 6.701 loss_ce: 0.3924 loss_bbox: 0.2364 loss_giou: 0.374 loss_ce_0: 0.5537 loss_bbox_0: 0.3783 loss_giou_0: 0.563 loss_ce_1: 0.4662 loss_bbox_1: 0.2691 loss_giou_1: 0.4256 loss_ce_2: 0.4184 loss_bbox_2: 0.2473 loss_giou_2: 0.3937 loss_ce_3: 0.3902 loss_bbox_3: 0.2341 loss_giou_3: 0.3829 loss_ce_4: 0.3907 loss_bbox_4: 0.2313 loss_giou_4: 0.3751 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:45] d2.utils.events INFO: eta: 1 day, 6:24:53 iter: 61339 total_loss: 6.611 loss_ce: 0.3853 loss_bbox: 0.2308 loss_giou: 0.3562 loss_ce_0: 0.5634 loss_bbox_0: 0.3864 loss_giou_0: 0.5569 loss_ce_1: 0.4759 loss_bbox_1: 0.271 loss_giou_1: 0.4179 loss_ce_2: 0.4246 loss_bbox_2: 0.2438 loss_giou_2: 0.3839 loss_ce_3: 0.3912 loss_bbox_3: 0.2373 loss_giou_3: 0.3667 loss_ce_4: 0.3777 loss_bbox_4: 0.2339 loss_giou_4: 0.3632 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:51] d2.utils.events INFO: eta: 1 day, 6:25:11 iter: 61359 total_loss: 6.954 loss_ce: 0.3999 loss_bbox: 0.2281 loss_giou: 0.3916 loss_ce_0: 0.5696 loss_bbox_0: 0.3577 loss_giou_0: 0.6109 loss_ce_1: 0.478 loss_bbox_1: 0.2608 loss_giou_1: 0.4374 loss_ce_2: 0.4298 loss_bbox_2: 0.2364 loss_giou_2: 0.4105 loss_ce_3: 0.4056 loss_bbox_3: 0.2309 loss_giou_3: 0.4 loss_ce_4: 0.397 loss_bbox_4: 0.2284 loss_giou_4: 0.3934 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:11:56] d2.utils.events INFO: eta: 1 day, 6:25:05 iter: 61379 total_loss: 6.613 loss_ce: 0.3618 loss_bbox: 0.2048 loss_giou: 0.3839 loss_ce_0: 0.5577 loss_bbox_0: 0.36 loss_giou_0: 0.5846 loss_ce_1: 0.454 loss_bbox_1: 0.245 loss_giou_1: 0.4442 loss_ce_2: 0.4029 loss_bbox_2: 0.2168 loss_giou_2: 0.3981 loss_ce_3: 0.3795 loss_bbox_3: 0.2102 loss_giou_3: 0.3897 loss_ce_4: 0.3792 loss_bbox_4: 0.2028 loss_giou_4: 0.3845 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:02] d2.utils.events INFO: eta: 1 day, 6:24:26 iter: 61399 total_loss: 6.675 loss_ce: 0.4012 loss_bbox: 0.2082 loss_giou: 0.3763 loss_ce_0: 0.5528 loss_bbox_0: 0.3661 loss_giou_0: 0.5817 loss_ce_1: 0.4686 loss_bbox_1: 0.2455 loss_giou_1: 0.4317 loss_ce_2: 0.4133 loss_bbox_2: 0.2198 loss_giou_2: 0.3984 loss_ce_3: 0.3968 loss_bbox_3: 0.2129 loss_giou_3: 0.3865 loss_ce_4: 0.4011 loss_bbox_4: 0.2081 loss_giou_4: 0.3809 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:08] d2.utils.events INFO: eta: 1 day, 6:24:31 iter: 61419 total_loss: 6.666 loss_ce: 0.3821 loss_bbox: 0.2331 loss_giou: 0.3822 loss_ce_0: 0.5485 loss_bbox_0: 0.3646 loss_giou_0: 0.5893 loss_ce_1: 0.4736 loss_bbox_1: 0.2664 loss_giou_1: 0.4371 loss_ce_2: 0.4259 loss_bbox_2: 0.2408 loss_giou_2: 0.4042 loss_ce_3: 0.3881 loss_bbox_3: 0.2313 loss_giou_3: 0.3886 loss_ce_4: 0.3789 loss_bbox_4: 0.2335 loss_giou_4: 0.3863 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:13] d2.utils.events INFO: eta: 1 day, 6:23:46 iter: 61439 total_loss: 6.73 loss_ce: 0.3917 loss_bbox: 0.2198 loss_giou: 0.3868 loss_ce_0: 0.5706 loss_bbox_0: 0.3813 loss_giou_0: 0.5924 loss_ce_1: 0.4661 loss_bbox_1: 0.2535 loss_giou_1: 0.4497 loss_ce_2: 0.4174 loss_bbox_2: 0.2292 loss_giou_2: 0.4038 loss_ce_3: 0.3869 loss_bbox_3: 0.2264 loss_giou_3: 0.3977 loss_ce_4: 0.3884 loss_bbox_4: 0.2214 loss_giou_4: 0.396 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:19] d2.utils.events INFO: eta: 1 day, 6:24:10 iter: 61459 total_loss: 7.102 loss_ce: 0.3973 loss_bbox: 0.217 loss_giou: 0.4121 loss_ce_0: 0.5734 loss_bbox_0: 0.3617 loss_giou_0: 0.6308 loss_ce_1: 0.4819 loss_bbox_1: 0.2543 loss_giou_1: 0.4674 loss_ce_2: 0.4292 loss_bbox_2: 0.2296 loss_giou_2: 0.424 loss_ce_3: 0.4035 loss_bbox_3: 0.2268 loss_giou_3: 0.4143 loss_ce_4: 0.3936 loss_bbox_4: 0.2185 loss_giou_4: 0.4157 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:25] d2.utils.events INFO: eta: 1 day, 6:23:32 iter: 61479 total_loss: 6.743 loss_ce: 0.3865 loss_bbox: 0.2324 loss_giou: 0.3789 loss_ce_0: 0.5619 loss_bbox_0: 0.3887 loss_giou_0: 0.5852 loss_ce_1: 0.4654 loss_bbox_1: 0.2687 loss_giou_1: 0.4366 loss_ce_2: 0.416 loss_bbox_2: 0.2475 loss_giou_2: 0.3971 loss_ce_3: 0.3936 loss_bbox_3: 0.2376 loss_giou_3: 0.3826 loss_ce_4: 0.387 loss_bbox_4: 0.2329 loss_giou_4: 0.3792 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:30] d2.utils.events INFO: eta: 1 day, 6:23:13 iter: 61499 total_loss: 6.555 loss_ce: 0.3852 loss_bbox: 0.2117 loss_giou: 0.3667 loss_ce_0: 0.5794 loss_bbox_0: 0.3753 loss_giou_0: 0.5784 loss_ce_1: 0.4741 loss_bbox_1: 0.254 loss_giou_1: 0.4367 loss_ce_2: 0.4121 loss_bbox_2: 0.2251 loss_giou_2: 0.3881 loss_ce_3: 0.3912 loss_bbox_3: 0.2172 loss_giou_3: 0.3814 loss_ce_4: 0.3861 loss_bbox_4: 0.209 loss_giou_4: 0.3672 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:36] d2.utils.events INFO: eta: 1 day, 6:23:18 iter: 61519 total_loss: 6.909 loss_ce: 0.3926 loss_bbox: 0.2246 loss_giou: 0.3932 loss_ce_0: 0.5825 loss_bbox_0: 0.3884 loss_giou_0: 0.6075 loss_ce_1: 0.4757 loss_bbox_1: 0.2693 loss_giou_1: 0.4568 loss_ce_2: 0.4151 loss_bbox_2: 0.2382 loss_giou_2: 0.4177 loss_ce_3: 0.4001 loss_bbox_3: 0.2298 loss_giou_3: 0.4115 loss_ce_4: 0.3938 loss_bbox_4: 0.2288 loss_giou_4: 0.4009 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:42] d2.utils.events INFO: eta: 1 day, 6:24:02 iter: 61539 total_loss: 6.714 loss_ce: 0.3768 loss_bbox: 0.2105 loss_giou: 0.3762 loss_ce_0: 0.5505 loss_bbox_0: 0.367 loss_giou_0: 0.5814 loss_ce_1: 0.454 loss_bbox_1: 0.243 loss_giou_1: 0.4309 loss_ce_2: 0.3894 loss_bbox_2: 0.2258 loss_giou_2: 0.4008 loss_ce_3: 0.3819 loss_bbox_3: 0.2155 loss_giou_3: 0.3859 loss_ce_4: 0.3782 loss_bbox_4: 0.2157 loss_giou_4: 0.3792 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:48] d2.utils.events INFO: eta: 1 day, 6:23:30 iter: 61559 total_loss: 7.07 loss_ce: 0.3967 loss_bbox: 0.2176 loss_giou: 0.4131 loss_ce_0: 0.5729 loss_bbox_0: 0.3705 loss_giou_0: 0.6147 loss_ce_1: 0.4631 loss_bbox_1: 0.2567 loss_giou_1: 0.474 loss_ce_2: 0.4095 loss_bbox_2: 0.2334 loss_giou_2: 0.4311 loss_ce_3: 0.3959 loss_bbox_3: 0.2233 loss_giou_3: 0.4213 loss_ce_4: 0.3956 loss_bbox_4: 0.2202 loss_giou_4: 0.4185 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:53] d2.utils.events INFO: eta: 1 day, 6:23:07 iter: 61579 total_loss: 6.512 loss_ce: 0.3985 loss_bbox: 0.2099 loss_giou: 0.3509 loss_ce_0: 0.5632 loss_bbox_0: 0.3666 loss_giou_0: 0.5323 loss_ce_1: 0.466 loss_bbox_1: 0.2553 loss_giou_1: 0.3957 loss_ce_2: 0.4229 loss_bbox_2: 0.2268 loss_giou_2: 0.3655 loss_ce_3: 0.4057 loss_bbox_3: 0.2199 loss_giou_3: 0.3565 loss_ce_4: 0.4005 loss_bbox_4: 0.2089 loss_giou_4: 0.3514 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:12:59] d2.utils.events INFO: eta: 1 day, 6:23:19 iter: 61599 total_loss: 7.166 loss_ce: 0.387 loss_bbox: 0.2347 loss_giou: 0.4052 loss_ce_0: 0.5743 loss_bbox_0: 0.3965 loss_giou_0: 0.5936 loss_ce_1: 0.4677 loss_bbox_1: 0.2678 loss_giou_1: 0.4619 loss_ce_2: 0.4204 loss_bbox_2: 0.2478 loss_giou_2: 0.429 loss_ce_3: 0.4096 loss_bbox_3: 0.2398 loss_giou_3: 0.4164 loss_ce_4: 0.3926 loss_bbox_4: 0.2364 loss_giou_4: 0.408 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:05] d2.utils.events INFO: eta: 1 day, 6:23:34 iter: 61619 total_loss: 6.472 loss_ce: 0.3682 loss_bbox: 0.2139 loss_giou: 0.3572 loss_ce_0: 0.5483 loss_bbox_0: 0.3653 loss_giou_0: 0.5603 loss_ce_1: 0.461 loss_bbox_1: 0.2527 loss_giou_1: 0.4211 loss_ce_2: 0.3947 loss_bbox_2: 0.235 loss_giou_2: 0.3795 loss_ce_3: 0.3667 loss_bbox_3: 0.2215 loss_giou_3: 0.3644 loss_ce_4: 0.3638 loss_bbox_4: 0.2162 loss_giou_4: 0.3581 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:10] d2.utils.events INFO: eta: 1 day, 6:22:49 iter: 61639 total_loss: 6.895 loss_ce: 0.4024 loss_bbox: 0.2322 loss_giou: 0.389 loss_ce_0: 0.5646 loss_bbox_0: 0.3765 loss_giou_0: 0.572 loss_ce_1: 0.4797 loss_bbox_1: 0.2589 loss_giou_1: 0.435 loss_ce_2: 0.4264 loss_bbox_2: 0.2432 loss_giou_2: 0.4082 loss_ce_3: 0.4059 loss_bbox_3: 0.2396 loss_giou_3: 0.3995 loss_ce_4: 0.4041 loss_bbox_4: 0.2322 loss_giou_4: 0.393 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:16] d2.utils.events INFO: eta: 1 day, 6:22:38 iter: 61659 total_loss: 7.097 loss_ce: 0.4245 loss_bbox: 0.2494 loss_giou: 0.3932 loss_ce_0: 0.6095 loss_bbox_0: 0.4013 loss_giou_0: 0.5845 loss_ce_1: 0.5102 loss_bbox_1: 0.2697 loss_giou_1: 0.4344 loss_ce_2: 0.4506 loss_bbox_2: 0.2532 loss_giou_2: 0.4057 loss_ce_3: 0.4248 loss_bbox_3: 0.2468 loss_giou_3: 0.3964 loss_ce_4: 0.4141 loss_bbox_4: 0.2448 loss_giou_4: 0.3956 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:22] d2.utils.events INFO: eta: 1 day, 6:22:30 iter: 61679 total_loss: 6.791 loss_ce: 0.3712 loss_bbox: 0.2277 loss_giou: 0.3666 loss_ce_0: 0.5543 loss_bbox_0: 0.3643 loss_giou_0: 0.5613 loss_ce_1: 0.4639 loss_bbox_1: 0.2591 loss_giou_1: 0.4268 loss_ce_2: 0.4111 loss_bbox_2: 0.2396 loss_giou_2: 0.3808 loss_ce_3: 0.3763 loss_bbox_3: 0.2264 loss_giou_3: 0.3814 loss_ce_4: 0.3741 loss_bbox_4: 0.2276 loss_giou_4: 0.3685 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:27] d2.utils.events INFO: eta: 1 day, 6:22:09 iter: 61699 total_loss: 6.654 loss_ce: 0.3702 loss_bbox: 0.2274 loss_giou: 0.3814 loss_ce_0: 0.5581 loss_bbox_0: 0.375 loss_giou_0: 0.5912 loss_ce_1: 0.4487 loss_bbox_1: 0.2568 loss_giou_1: 0.4273 loss_ce_2: 0.3908 loss_bbox_2: 0.2314 loss_giou_2: 0.3999 loss_ce_3: 0.3705 loss_bbox_3: 0.2284 loss_giou_3: 0.392 loss_ce_4: 0.3677 loss_bbox_4: 0.2255 loss_giou_4: 0.3866 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:33] d2.utils.events INFO: eta: 1 day, 6:22:08 iter: 61719 total_loss: 7.001 loss_ce: 0.3905 loss_bbox: 0.2184 loss_giou: 0.406 loss_ce_0: 0.5743 loss_bbox_0: 0.3647 loss_giou_0: 0.5785 loss_ce_1: 0.4717 loss_bbox_1: 0.2581 loss_giou_1: 0.4628 loss_ce_2: 0.4226 loss_bbox_2: 0.2265 loss_giou_2: 0.4246 loss_ce_3: 0.4029 loss_bbox_3: 0.2236 loss_giou_3: 0.418 loss_ce_4: 0.3962 loss_bbox_4: 0.2221 loss_giou_4: 0.4056 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:39] d2.utils.events INFO: eta: 1 day, 6:22:03 iter: 61739 total_loss: 7.034 loss_ce: 0.4158 loss_bbox: 0.245 loss_giou: 0.3827 loss_ce_0: 0.5969 loss_bbox_0: 0.4103 loss_giou_0: 0.5865 loss_ce_1: 0.4934 loss_bbox_1: 0.2781 loss_giou_1: 0.4361 loss_ce_2: 0.4432 loss_bbox_2: 0.2554 loss_giou_2: 0.397 loss_ce_3: 0.4183 loss_bbox_3: 0.2499 loss_giou_3: 0.3885 loss_ce_4: 0.4121 loss_bbox_4: 0.2464 loss_giou_4: 0.3824 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:44] d2.utils.events INFO: eta: 1 day, 6:22:00 iter: 61759 total_loss: 6.663 loss_ce: 0.3812 loss_bbox: 0.2097 loss_giou: 0.3726 loss_ce_0: 0.5716 loss_bbox_0: 0.3653 loss_giou_0: 0.5777 loss_ce_1: 0.471 loss_bbox_1: 0.2555 loss_giou_1: 0.4335 loss_ce_2: 0.4137 loss_bbox_2: 0.2225 loss_giou_2: 0.389 loss_ce_3: 0.3836 loss_bbox_3: 0.2127 loss_giou_3: 0.3715 loss_ce_4: 0.3765 loss_bbox_4: 0.2109 loss_giou_4: 0.3707 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:50] d2.utils.events INFO: eta: 1 day, 6:21:53 iter: 61779 total_loss: 7.066 loss_ce: 0.3972 loss_bbox: 0.2238 loss_giou: 0.3665 loss_ce_0: 0.5947 loss_bbox_0: 0.3851 loss_giou_0: 0.5704 loss_ce_1: 0.4908 loss_bbox_1: 0.2599 loss_giou_1: 0.4326 loss_ce_2: 0.4316 loss_bbox_2: 0.238 loss_giou_2: 0.3799 loss_ce_3: 0.4012 loss_bbox_3: 0.227 loss_giou_3: 0.3676 loss_ce_4: 0.4047 loss_bbox_4: 0.2249 loss_giou_4: 0.3666 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 18:13:56] d2.utils.events INFO: eta: 1 day, 6:21:56 iter: 61799 total_loss: 6.56 loss_ce: 0.353 loss_bbox: 0.2063 loss_giou: 0.3754 loss_ce_0: 0.559 loss_bbox_0: 0.3619 loss_giou_0: 0.5913 loss_ce_1: 0.4501 loss_bbox_1: 0.2507 loss_giou_1: 0.4358 loss_ce_2: 0.4009 loss_bbox_2: 0.2213 loss_giou_2: 0.3966 loss_ce_3: 0.3701 loss_bbox_3: 0.2102 loss_giou_3: 0.382 loss_ce_4: 0.3537 loss_bbox_4: 0.2085 loss_giou_4: 0.3775 time: 0.2803 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:01] d2.utils.events INFO: eta: 1 day, 6:21:54 iter: 61819 total_loss: 6.856 loss_ce: 0.3878 loss_bbox: 0.2245 loss_giou: 0.3907 loss_ce_0: 0.5636 loss_bbox_0: 0.3645 loss_giou_0: 0.5751 loss_ce_1: 0.4703 loss_bbox_1: 0.2654 loss_giou_1: 0.4379 loss_ce_2: 0.4173 loss_bbox_2: 0.2336 loss_giou_2: 0.4115 loss_ce_3: 0.3992 loss_bbox_3: 0.2324 loss_giou_3: 0.4012 loss_ce_4: 0.3844 loss_bbox_4: 0.2276 loss_giou_4: 0.39 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:07] d2.utils.events INFO: eta: 1 day, 6:21:45 iter: 61839 total_loss: 6.584 loss_ce: 0.3775 loss_bbox: 0.2384 loss_giou: 0.3746 loss_ce_0: 0.5517 loss_bbox_0: 0.3869 loss_giou_0: 0.5764 loss_ce_1: 0.4614 loss_bbox_1: 0.2756 loss_giou_1: 0.4295 loss_ce_2: 0.4022 loss_bbox_2: 0.2442 loss_giou_2: 0.3894 loss_ce_3: 0.3791 loss_bbox_3: 0.244 loss_giou_3: 0.3864 loss_ce_4: 0.3799 loss_bbox_4: 0.2394 loss_giou_4: 0.3796 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:13] d2.utils.events INFO: eta: 1 day, 6:21:39 iter: 61859 total_loss: 6.709 loss_ce: 0.3836 loss_bbox: 0.2221 loss_giou: 0.3857 loss_ce_0: 0.555 loss_bbox_0: 0.3604 loss_giou_0: 0.5889 loss_ce_1: 0.4449 loss_bbox_1: 0.2551 loss_giou_1: 0.4363 loss_ce_2: 0.4037 loss_bbox_2: 0.2352 loss_giou_2: 0.4076 loss_ce_3: 0.3825 loss_bbox_3: 0.2294 loss_giou_3: 0.3949 loss_ce_4: 0.3856 loss_bbox_4: 0.2248 loss_giou_4: 0.388 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:19] d2.utils.events INFO: eta: 1 day, 6:21:37 iter: 61879 total_loss: 6.671 loss_ce: 0.3781 loss_bbox: 0.2099 loss_giou: 0.3697 loss_ce_0: 0.5683 loss_bbox_0: 0.3675 loss_giou_0: 0.5868 loss_ce_1: 0.4668 loss_bbox_1: 0.2556 loss_giou_1: 0.4246 loss_ce_2: 0.4107 loss_bbox_2: 0.2247 loss_giou_2: 0.3848 loss_ce_3: 0.3875 loss_bbox_3: 0.2192 loss_giou_3: 0.3723 loss_ce_4: 0.3768 loss_bbox_4: 0.2131 loss_giou_4: 0.3744 time: 0.2803 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:24] d2.utils.events INFO: eta: 1 day, 6:21:38 iter: 61899 total_loss: 6.779 loss_ce: 0.3937 loss_bbox: 0.232 loss_giou: 0.3915 loss_ce_0: 0.5794 loss_bbox_0: 0.3985 loss_giou_0: 0.6109 loss_ce_1: 0.474 loss_bbox_1: 0.2761 loss_giou_1: 0.4567 loss_ce_2: 0.4269 loss_bbox_2: 0.2442 loss_giou_2: 0.4184 loss_ce_3: 0.3951 loss_bbox_3: 0.24 loss_giou_3: 0.4045 loss_ce_4: 0.3987 loss_bbox_4: 0.2303 loss_giou_4: 0.3985 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:30] d2.utils.events INFO: eta: 1 day, 6:21:24 iter: 61919 total_loss: 6.726 loss_ce: 0.3909 loss_bbox: 0.2293 loss_giou: 0.3624 loss_ce_0: 0.5866 loss_bbox_0: 0.3822 loss_giou_0: 0.5567 loss_ce_1: 0.4684 loss_bbox_1: 0.2631 loss_giou_1: 0.3991 loss_ce_2: 0.4201 loss_bbox_2: 0.2415 loss_giou_2: 0.3677 loss_ce_3: 0.3975 loss_bbox_3: 0.2338 loss_giou_3: 0.3601 loss_ce_4: 0.3933 loss_bbox_4: 0.231 loss_giou_4: 0.3576 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:36] d2.utils.events INFO: eta: 1 day, 6:21:13 iter: 61939 total_loss: 6.425 loss_ce: 0.3627 loss_bbox: 0.205 loss_giou: 0.3638 loss_ce_0: 0.5452 loss_bbox_0: 0.3372 loss_giou_0: 0.5473 loss_ce_1: 0.449 loss_bbox_1: 0.2455 loss_giou_1: 0.4182 loss_ce_2: 0.3852 loss_bbox_2: 0.211 loss_giou_2: 0.3772 loss_ce_3: 0.3668 loss_bbox_3: 0.2088 loss_giou_3: 0.3691 loss_ce_4: 0.3666 loss_bbox_4: 0.2063 loss_giou_4: 0.3678 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:41] d2.utils.events INFO: eta: 1 day, 6:21:01 iter: 61959 total_loss: 6.709 loss_ce: 0.3886 loss_bbox: 0.2116 loss_giou: 0.3986 loss_ce_0: 0.5521 loss_bbox_0: 0.3723 loss_giou_0: 0.6136 loss_ce_1: 0.4517 loss_bbox_1: 0.2533 loss_giou_1: 0.4485 loss_ce_2: 0.4098 loss_bbox_2: 0.226 loss_giou_2: 0.4198 loss_ce_3: 0.386 loss_bbox_3: 0.2149 loss_giou_3: 0.4045 loss_ce_4: 0.3784 loss_bbox_4: 0.2137 loss_giou_4: 0.4006 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:47] d2.utils.events INFO: eta: 1 day, 6:20:48 iter: 61979 total_loss: 6.797 loss_ce: 0.3776 loss_bbox: 0.22 loss_giou: 0.4076 loss_ce_0: 0.5776 loss_bbox_0: 0.3707 loss_giou_0: 0.593 loss_ce_1: 0.4634 loss_bbox_1: 0.2566 loss_giou_1: 0.4531 loss_ce_2: 0.4094 loss_bbox_2: 0.2256 loss_giou_2: 0.4209 loss_ce_3: 0.3824 loss_bbox_3: 0.2283 loss_giou_3: 0.4147 loss_ce_4: 0.3744 loss_bbox_4: 0.2184 loss_giou_4: 0.4069 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:53] d2.utils.events INFO: eta: 1 day, 6:20:39 iter: 61999 total_loss: 6.77 loss_ce: 0.4121 loss_bbox: 0.2082 loss_giou: 0.3703 loss_ce_0: 0.585 loss_bbox_0: 0.3715 loss_giou_0: 0.58 loss_ce_1: 0.4702 loss_bbox_1: 0.2586 loss_giou_1: 0.4281 loss_ce_2: 0.4309 loss_bbox_2: 0.229 loss_giou_2: 0.3946 loss_ce_3: 0.4165 loss_bbox_3: 0.216 loss_giou_3: 0.378 loss_ce_4: 0.4079 loss_bbox_4: 0.2047 loss_giou_4: 0.3723 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 18:14:59] d2.utils.events INFO: eta: 1 day, 6:20:44 iter: 62019 total_loss: 6.813 loss_ce: 0.3922 loss_bbox: 0.2168 loss_giou: 0.3696 loss_ce_0: 0.5661 loss_bbox_0: 0.3757 loss_giou_0: 0.5627 loss_ce_1: 0.4734 loss_bbox_1: 0.2569 loss_giou_1: 0.4286 loss_ce_2: 0.416 loss_bbox_2: 0.2336 loss_giou_2: 0.3865 loss_ce_3: 0.4024 loss_bbox_3: 0.2256 loss_giou_3: 0.3766 loss_ce_4: 0.3914 loss_bbox_4: 0.2196 loss_giou_4: 0.3755 time: 0.2803 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:04] d2.utils.events INFO: eta: 1 day, 6:20:47 iter: 62039 total_loss: 6.899 loss_ce: 0.3826 loss_bbox: 0.2206 loss_giou: 0.4135 loss_ce_0: 0.5543 loss_bbox_0: 0.3656 loss_giou_0: 0.6237 loss_ce_1: 0.4536 loss_bbox_1: 0.2494 loss_giou_1: 0.4759 loss_ce_2: 0.4046 loss_bbox_2: 0.2395 loss_giou_2: 0.4367 loss_ce_3: 0.382 loss_bbox_3: 0.2294 loss_giou_3: 0.4252 loss_ce_4: 0.3809 loss_bbox_4: 0.2228 loss_giou_4: 0.417 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:10] d2.utils.events INFO: eta: 1 day, 6:20:36 iter: 62059 total_loss: 6.881 loss_ce: 0.3885 loss_bbox: 0.2194 loss_giou: 0.3835 loss_ce_0: 0.5451 loss_bbox_0: 0.3677 loss_giou_0: 0.6027 loss_ce_1: 0.4567 loss_bbox_1: 0.2597 loss_giou_1: 0.4466 loss_ce_2: 0.4134 loss_bbox_2: 0.2294 loss_giou_2: 0.4091 loss_ce_3: 0.3971 loss_bbox_3: 0.2267 loss_giou_3: 0.394 loss_ce_4: 0.3889 loss_bbox_4: 0.2251 loss_giou_4: 0.3875 time: 0.2803 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:16] d2.utils.events INFO: eta: 1 day, 6:21:39 iter: 62079 total_loss: 7.131 loss_ce: 0.4088 loss_bbox: 0.2321 loss_giou: 0.3982 loss_ce_0: 0.6109 loss_bbox_0: 0.3839 loss_giou_0: 0.6212 loss_ce_1: 0.4892 loss_bbox_1: 0.2696 loss_giou_1: 0.4629 loss_ce_2: 0.4359 loss_bbox_2: 0.2426 loss_giou_2: 0.4174 loss_ce_3: 0.4221 loss_bbox_3: 0.2336 loss_giou_3: 0.3933 loss_ce_4: 0.4096 loss_bbox_4: 0.2333 loss_giou_4: 0.3933 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:21] d2.utils.events INFO: eta: 1 day, 6:21:18 iter: 62099 total_loss: 6.839 loss_ce: 0.3965 loss_bbox: 0.2258 loss_giou: 0.3858 loss_ce_0: 0.5828 loss_bbox_0: 0.3687 loss_giou_0: 0.5797 loss_ce_1: 0.4573 loss_bbox_1: 0.2637 loss_giou_1: 0.4436 loss_ce_2: 0.4181 loss_bbox_2: 0.2363 loss_giou_2: 0.4041 loss_ce_3: 0.3945 loss_bbox_3: 0.233 loss_giou_3: 0.3851 loss_ce_4: 0.3928 loss_bbox_4: 0.2278 loss_giou_4: 0.3875 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:27] d2.utils.events INFO: eta: 1 day, 6:21:24 iter: 62119 total_loss: 6.907 loss_ce: 0.3871 loss_bbox: 0.2318 loss_giou: 0.3775 loss_ce_0: 0.5707 loss_bbox_0: 0.3717 loss_giou_0: 0.6067 loss_ce_1: 0.4616 loss_bbox_1: 0.2745 loss_giou_1: 0.4473 loss_ce_2: 0.4094 loss_bbox_2: 0.2485 loss_giou_2: 0.399 loss_ce_3: 0.3878 loss_bbox_3: 0.2365 loss_giou_3: 0.3885 loss_ce_4: 0.3873 loss_bbox_4: 0.2341 loss_giou_4: 0.3813 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:33] d2.utils.events INFO: eta: 1 day, 6:20:44 iter: 62139 total_loss: 6.866 loss_ce: 0.3997 loss_bbox: 0.2374 loss_giou: 0.3751 loss_ce_0: 0.5718 loss_bbox_0: 0.3828 loss_giou_0: 0.5902 loss_ce_1: 0.4778 loss_bbox_1: 0.2748 loss_giou_1: 0.4381 loss_ce_2: 0.4264 loss_bbox_2: 0.2515 loss_giou_2: 0.3968 loss_ce_3: 0.4103 loss_bbox_3: 0.2478 loss_giou_3: 0.3823 loss_ce_4: 0.4018 loss_bbox_4: 0.2383 loss_giou_4: 0.3781 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:39] d2.utils.events INFO: eta: 1 day, 6:20:06 iter: 62159 total_loss: 6.742 loss_ce: 0.4003 loss_bbox: 0.2165 loss_giou: 0.3809 loss_ce_0: 0.5438 loss_bbox_0: 0.3635 loss_giou_0: 0.5822 loss_ce_1: 0.4592 loss_bbox_1: 0.2567 loss_giou_1: 0.4477 loss_ce_2: 0.4208 loss_bbox_2: 0.2269 loss_giou_2: 0.4033 loss_ce_3: 0.4059 loss_bbox_3: 0.2192 loss_giou_3: 0.3886 loss_ce_4: 0.3979 loss_bbox_4: 0.2167 loss_giou_4: 0.382 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:44] d2.utils.events INFO: eta: 1 day, 6:20:00 iter: 62179 total_loss: 6.711 loss_ce: 0.3816 loss_bbox: 0.23 loss_giou: 0.3765 loss_ce_0: 0.5577 loss_bbox_0: 0.3757 loss_giou_0: 0.5798 loss_ce_1: 0.4501 loss_bbox_1: 0.2623 loss_giou_1: 0.4273 loss_ce_2: 0.4147 loss_bbox_2: 0.2405 loss_giou_2: 0.3943 loss_ce_3: 0.3896 loss_bbox_3: 0.2348 loss_giou_3: 0.3823 loss_ce_4: 0.3827 loss_bbox_4: 0.2299 loss_giou_4: 0.3797 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:50] d2.utils.events INFO: eta: 1 day, 6:19:54 iter: 62199 total_loss: 6.741 loss_ce: 0.3759 loss_bbox: 0.2254 loss_giou: 0.3786 loss_ce_0: 0.5747 loss_bbox_0: 0.3771 loss_giou_0: 0.5738 loss_ce_1: 0.4644 loss_bbox_1: 0.2556 loss_giou_1: 0.4325 loss_ce_2: 0.4054 loss_bbox_2: 0.2323 loss_giou_2: 0.3958 loss_ce_3: 0.3779 loss_bbox_3: 0.2257 loss_giou_3: 0.3859 loss_ce_4: 0.378 loss_bbox_4: 0.2285 loss_giou_4: 0.3783 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:15:56] d2.utils.events INFO: eta: 1 day, 6:19:49 iter: 62219 total_loss: 6.836 loss_ce: 0.3907 loss_bbox: 0.2133 loss_giou: 0.3952 loss_ce_0: 0.575 loss_bbox_0: 0.3619 loss_giou_0: 0.5924 loss_ce_1: 0.4786 loss_bbox_1: 0.2523 loss_giou_1: 0.4499 loss_ce_2: 0.4131 loss_bbox_2: 0.2281 loss_giou_2: 0.4097 loss_ce_3: 0.4062 loss_bbox_3: 0.2173 loss_giou_3: 0.3993 loss_ce_4: 0.3989 loss_bbox_4: 0.2114 loss_giou_4: 0.3967 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:01] d2.utils.events INFO: eta: 1 day, 6:19:57 iter: 62239 total_loss: 6.859 loss_ce: 0.402 loss_bbox: 0.2346 loss_giou: 0.3801 loss_ce_0: 0.5703 loss_bbox_0: 0.3877 loss_giou_0: 0.5758 loss_ce_1: 0.4679 loss_bbox_1: 0.2633 loss_giou_1: 0.4408 loss_ce_2: 0.429 loss_bbox_2: 0.2438 loss_giou_2: 0.403 loss_ce_3: 0.3986 loss_bbox_3: 0.2344 loss_giou_3: 0.3864 loss_ce_4: 0.4023 loss_bbox_4: 0.2318 loss_giou_4: 0.3799 time: 0.2803 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:07] d2.utils.events INFO: eta: 1 day, 6:19:54 iter: 62259 total_loss: 6.717 loss_ce: 0.377 loss_bbox: 0.2361 loss_giou: 0.3833 loss_ce_0: 0.5543 loss_bbox_0: 0.3813 loss_giou_0: 0.574 loss_ce_1: 0.4646 loss_bbox_1: 0.2593 loss_giou_1: 0.4207 loss_ce_2: 0.4136 loss_bbox_2: 0.2428 loss_giou_2: 0.3964 loss_ce_3: 0.3896 loss_bbox_3: 0.2411 loss_giou_3: 0.389 loss_ce_4: 0.3861 loss_bbox_4: 0.2356 loss_giou_4: 0.3822 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:13] d2.utils.events INFO: eta: 1 day, 6:19:29 iter: 62279 total_loss: 7.035 loss_ce: 0.3817 loss_bbox: 0.2377 loss_giou: 0.3969 loss_ce_0: 0.5624 loss_bbox_0: 0.3827 loss_giou_0: 0.5772 loss_ce_1: 0.4729 loss_bbox_1: 0.2783 loss_giou_1: 0.4439 loss_ce_2: 0.4225 loss_bbox_2: 0.2443 loss_giou_2: 0.4131 loss_ce_3: 0.3955 loss_bbox_3: 0.2382 loss_giou_3: 0.4044 loss_ce_4: 0.3833 loss_bbox_4: 0.2369 loss_giou_4: 0.3952 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:19] d2.utils.events INFO: eta: 1 day, 6:19:33 iter: 62299 total_loss: 6.728 loss_ce: 0.3878 loss_bbox: 0.2266 loss_giou: 0.3977 loss_ce_0: 0.5582 loss_bbox_0: 0.3709 loss_giou_0: 0.5796 loss_ce_1: 0.4745 loss_bbox_1: 0.2596 loss_giou_1: 0.4417 loss_ce_2: 0.4062 loss_bbox_2: 0.2324 loss_giou_2: 0.3975 loss_ce_3: 0.3878 loss_bbox_3: 0.2311 loss_giou_3: 0.3942 loss_ce_4: 0.3768 loss_bbox_4: 0.227 loss_giou_4: 0.3877 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:24] d2.utils.events INFO: eta: 1 day, 6:19:23 iter: 62319 total_loss: 6.678 loss_ce: 0.3815 loss_bbox: 0.229 loss_giou: 0.3689 loss_ce_0: 0.5734 loss_bbox_0: 0.3662 loss_giou_0: 0.5777 loss_ce_1: 0.4643 loss_bbox_1: 0.2644 loss_giou_1: 0.4329 loss_ce_2: 0.4193 loss_bbox_2: 0.2412 loss_giou_2: 0.3873 loss_ce_3: 0.3933 loss_bbox_3: 0.2401 loss_giou_3: 0.3748 loss_ce_4: 0.3842 loss_bbox_4: 0.2369 loss_giou_4: 0.3669 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:30] d2.utils.events INFO: eta: 1 day, 6:19:14 iter: 62339 total_loss: 6.857 loss_ce: 0.3863 loss_bbox: 0.2133 loss_giou: 0.3623 loss_ce_0: 0.5815 loss_bbox_0: 0.3774 loss_giou_0: 0.5972 loss_ce_1: 0.4723 loss_bbox_1: 0.2559 loss_giou_1: 0.4136 loss_ce_2: 0.4194 loss_bbox_2: 0.2296 loss_giou_2: 0.377 loss_ce_3: 0.3988 loss_bbox_3: 0.22 loss_giou_3: 0.3703 loss_ce_4: 0.3907 loss_bbox_4: 0.2111 loss_giou_4: 0.3648 time: 0.2803 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:36] d2.utils.events INFO: eta: 1 day, 6:19:07 iter: 62359 total_loss: 6.811 loss_ce: 0.3986 loss_bbox: 0.2174 loss_giou: 0.359 loss_ce_0: 0.5767 loss_bbox_0: 0.3794 loss_giou_0: 0.5707 loss_ce_1: 0.4815 loss_bbox_1: 0.2566 loss_giou_1: 0.4171 loss_ce_2: 0.4302 loss_bbox_2: 0.2324 loss_giou_2: 0.3862 loss_ce_3: 0.4096 loss_bbox_3: 0.2211 loss_giou_3: 0.3703 loss_ce_4: 0.4061 loss_bbox_4: 0.2214 loss_giou_4: 0.3695 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:41] d2.utils.events INFO: eta: 1 day, 6:19:04 iter: 62379 total_loss: 6.623 loss_ce: 0.3874 loss_bbox: 0.2266 loss_giou: 0.3784 loss_ce_0: 0.5783 loss_bbox_0: 0.3677 loss_giou_0: 0.588 loss_ce_1: 0.4617 loss_bbox_1: 0.2571 loss_giou_1: 0.4328 loss_ce_2: 0.4243 loss_bbox_2: 0.2323 loss_giou_2: 0.3956 loss_ce_3: 0.3984 loss_bbox_3: 0.235 loss_giou_3: 0.3862 loss_ce_4: 0.3907 loss_bbox_4: 0.2226 loss_giou_4: 0.3813 time: 0.2803 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:47] d2.utils.events INFO: eta: 1 day, 6:19:04 iter: 62399 total_loss: 6.787 loss_ce: 0.3795 loss_bbox: 0.2184 loss_giou: 0.3825 loss_ce_0: 0.5728 loss_bbox_0: 0.3704 loss_giou_0: 0.5839 loss_ce_1: 0.4653 loss_bbox_1: 0.2641 loss_giou_1: 0.4369 loss_ce_2: 0.4216 loss_bbox_2: 0.2355 loss_giou_2: 0.4126 loss_ce_3: 0.3826 loss_bbox_3: 0.2292 loss_giou_3: 0.3898 loss_ce_4: 0.3797 loss_bbox_4: 0.2218 loss_giou_4: 0.3833 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:53] d2.utils.events INFO: eta: 1 day, 6:18:47 iter: 62419 total_loss: 6.592 loss_ce: 0.3801 loss_bbox: 0.2341 loss_giou: 0.3754 loss_ce_0: 0.5541 loss_bbox_0: 0.3885 loss_giou_0: 0.5671 loss_ce_1: 0.4742 loss_bbox_1: 0.2702 loss_giou_1: 0.4211 loss_ce_2: 0.414 loss_bbox_2: 0.2445 loss_giou_2: 0.3916 loss_ce_3: 0.3744 loss_bbox_3: 0.237 loss_giou_3: 0.3795 loss_ce_4: 0.3653 loss_bbox_4: 0.233 loss_giou_4: 0.3759 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 18:16:58] d2.utils.events INFO: eta: 1 day, 6:19:01 iter: 62439 total_loss: 6.659 loss_ce: 0.3793 loss_bbox: 0.2071 loss_giou: 0.3816 loss_ce_0: 0.5864 loss_bbox_0: 0.3534 loss_giou_0: 0.5995 loss_ce_1: 0.4628 loss_bbox_1: 0.2396 loss_giou_1: 0.4325 loss_ce_2: 0.3967 loss_bbox_2: 0.2185 loss_giou_2: 0.4 loss_ce_3: 0.3895 loss_bbox_3: 0.2093 loss_giou_3: 0.3896 loss_ce_4: 0.3688 loss_bbox_4: 0.2066 loss_giou_4: 0.3845 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:04] d2.utils.events INFO: eta: 1 day, 6:19:01 iter: 62459 total_loss: 6.843 loss_ce: 0.4186 loss_bbox: 0.22 loss_giou: 0.3765 loss_ce_0: 0.571 loss_bbox_0: 0.3668 loss_giou_0: 0.5649 loss_ce_1: 0.4936 loss_bbox_1: 0.2591 loss_giou_1: 0.4343 loss_ce_2: 0.4379 loss_bbox_2: 0.2352 loss_giou_2: 0.4004 loss_ce_3: 0.4183 loss_bbox_3: 0.2248 loss_giou_3: 0.3826 loss_ce_4: 0.4138 loss_bbox_4: 0.2179 loss_giou_4: 0.3812 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:10] d2.utils.events INFO: eta: 1 day, 6:19:14 iter: 62479 total_loss: 7.199 loss_ce: 0.4033 loss_bbox: 0.2164 loss_giou: 0.3854 loss_ce_0: 0.5613 loss_bbox_0: 0.3636 loss_giou_0: 0.5976 loss_ce_1: 0.4768 loss_bbox_1: 0.2587 loss_giou_1: 0.4485 loss_ce_2: 0.4482 loss_bbox_2: 0.2269 loss_giou_2: 0.416 loss_ce_3: 0.4077 loss_bbox_3: 0.2179 loss_giou_3: 0.3997 loss_ce_4: 0.4068 loss_bbox_4: 0.211 loss_giou_4: 0.3879 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:15] d2.utils.events INFO: eta: 1 day, 6:19:04 iter: 62499 total_loss: 6.888 loss_ce: 0.3941 loss_bbox: 0.217 loss_giou: 0.373 loss_ce_0: 0.5717 loss_bbox_0: 0.3687 loss_giou_0: 0.5937 loss_ce_1: 0.4788 loss_bbox_1: 0.2562 loss_giou_1: 0.4295 loss_ce_2: 0.4228 loss_bbox_2: 0.2306 loss_giou_2: 0.3974 loss_ce_3: 0.3944 loss_bbox_3: 0.221 loss_giou_3: 0.3808 loss_ce_4: 0.3913 loss_bbox_4: 0.2158 loss_giou_4: 0.3802 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:21] d2.utils.events INFO: eta: 1 day, 6:18:22 iter: 62519 total_loss: 6.72 loss_ce: 0.3736 loss_bbox: 0.2198 loss_giou: 0.3955 loss_ce_0: 0.5482 loss_bbox_0: 0.3661 loss_giou_0: 0.6012 loss_ce_1: 0.4618 loss_bbox_1: 0.2551 loss_giou_1: 0.452 loss_ce_2: 0.4012 loss_bbox_2: 0.2294 loss_giou_2: 0.4125 loss_ce_3: 0.382 loss_bbox_3: 0.2353 loss_giou_3: 0.4091 loss_ce_4: 0.3796 loss_bbox_4: 0.2236 loss_giou_4: 0.3992 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:27] d2.utils.events INFO: eta: 1 day, 6:18:13 iter: 62539 total_loss: 6.858 loss_ce: 0.4056 loss_bbox: 0.2221 loss_giou: 0.3923 loss_ce_0: 0.5747 loss_bbox_0: 0.3559 loss_giou_0: 0.5908 loss_ce_1: 0.4852 loss_bbox_1: 0.253 loss_giou_1: 0.4492 loss_ce_2: 0.4279 loss_bbox_2: 0.2364 loss_giou_2: 0.4136 loss_ce_3: 0.415 loss_bbox_3: 0.2293 loss_giou_3: 0.4067 loss_ce_4: 0.3944 loss_bbox_4: 0.2233 loss_giou_4: 0.3997 time: 0.2803 data_time: 0.0359 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:32] d2.utils.events INFO: eta: 1 day, 6:18:13 iter: 62559 total_loss: 6.981 loss_ce: 0.3934 loss_bbox: 0.2229 loss_giou: 0.3909 loss_ce_0: 0.5581 loss_bbox_0: 0.3736 loss_giou_0: 0.6384 loss_ce_1: 0.4639 loss_bbox_1: 0.2661 loss_giou_1: 0.4724 loss_ce_2: 0.4141 loss_bbox_2: 0.2314 loss_giou_2: 0.4194 loss_ce_3: 0.3957 loss_bbox_3: 0.2337 loss_giou_3: 0.4045 loss_ce_4: 0.3916 loss_bbox_4: 0.2274 loss_giou_4: 0.3957 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:38] d2.utils.events INFO: eta: 1 day, 6:18:07 iter: 62579 total_loss: 6.632 loss_ce: 0.3821 loss_bbox: 0.216 loss_giou: 0.3611 loss_ce_0: 0.5439 loss_bbox_0: 0.3765 loss_giou_0: 0.5742 loss_ce_1: 0.4649 loss_bbox_1: 0.2518 loss_giou_1: 0.4153 loss_ce_2: 0.4058 loss_bbox_2: 0.2238 loss_giou_2: 0.3788 loss_ce_3: 0.3935 loss_bbox_3: 0.2154 loss_giou_3: 0.3692 loss_ce_4: 0.3867 loss_bbox_4: 0.2153 loss_giou_4: 0.3647 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:44] d2.utils.events INFO: eta: 1 day, 6:18:11 iter: 62599 total_loss: 6.872 loss_ce: 0.3832 loss_bbox: 0.2066 loss_giou: 0.3726 loss_ce_0: 0.5609 loss_bbox_0: 0.3626 loss_giou_0: 0.5675 loss_ce_1: 0.4726 loss_bbox_1: 0.2529 loss_giou_1: 0.4363 loss_ce_2: 0.4174 loss_bbox_2: 0.2156 loss_giou_2: 0.3948 loss_ce_3: 0.3876 loss_bbox_3: 0.2072 loss_giou_3: 0.3793 loss_ce_4: 0.3776 loss_bbox_4: 0.2034 loss_giou_4: 0.3744 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:50] d2.utils.events INFO: eta: 1 day, 6:17:56 iter: 62619 total_loss: 6.906 loss_ce: 0.3939 loss_bbox: 0.2214 loss_giou: 0.3978 loss_ce_0: 0.5551 loss_bbox_0: 0.3708 loss_giou_0: 0.6319 loss_ce_1: 0.4736 loss_bbox_1: 0.2565 loss_giou_1: 0.464 loss_ce_2: 0.4276 loss_bbox_2: 0.2284 loss_giou_2: 0.4212 loss_ce_3: 0.4132 loss_bbox_3: 0.2188 loss_giou_3: 0.4032 loss_ce_4: 0.4018 loss_bbox_4: 0.2217 loss_giou_4: 0.4 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 18:17:55] d2.utils.events INFO: eta: 1 day, 6:18:47 iter: 62639 total_loss: 6.57 loss_ce: 0.3873 loss_bbox: 0.2066 loss_giou: 0.3615 loss_ce_0: 0.5735 loss_bbox_0: 0.3719 loss_giou_0: 0.5686 loss_ce_1: 0.4618 loss_bbox_1: 0.2551 loss_giou_1: 0.4233 loss_ce_2: 0.4202 loss_bbox_2: 0.2299 loss_giou_2: 0.3794 loss_ce_3: 0.3841 loss_bbox_3: 0.2167 loss_giou_3: 0.3711 loss_ce_4: 0.3848 loss_bbox_4: 0.211 loss_giou_4: 0.3636 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:01] d2.utils.events INFO: eta: 1 day, 6:19:08 iter: 62659 total_loss: 7.201 loss_ce: 0.3863 loss_bbox: 0.2234 loss_giou: 0.4136 loss_ce_0: 0.5796 loss_bbox_0: 0.383 loss_giou_0: 0.6081 loss_ce_1: 0.4856 loss_bbox_1: 0.2689 loss_giou_1: 0.471 loss_ce_2: 0.4347 loss_bbox_2: 0.2385 loss_giou_2: 0.439 loss_ce_3: 0.4085 loss_bbox_3: 0.2287 loss_giou_3: 0.4177 loss_ce_4: 0.3984 loss_bbox_4: 0.224 loss_giou_4: 0.4165 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:07] d2.utils.events INFO: eta: 1 day, 6:19:10 iter: 62679 total_loss: 6.412 loss_ce: 0.3783 loss_bbox: 0.2094 loss_giou: 0.3769 loss_ce_0: 0.5684 loss_bbox_0: 0.3708 loss_giou_0: 0.5746 loss_ce_1: 0.4712 loss_bbox_1: 0.2517 loss_giou_1: 0.4264 loss_ce_2: 0.4088 loss_bbox_2: 0.221 loss_giou_2: 0.3848 loss_ce_3: 0.3666 loss_bbox_3: 0.2189 loss_giou_3: 0.3868 loss_ce_4: 0.371 loss_bbox_4: 0.2133 loss_giou_4: 0.3814 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:12] d2.utils.events INFO: eta: 1 day, 6:19:02 iter: 62699 total_loss: 6.982 loss_ce: 0.391 loss_bbox: 0.2214 loss_giou: 0.3969 loss_ce_0: 0.5665 loss_bbox_0: 0.3609 loss_giou_0: 0.5887 loss_ce_1: 0.4749 loss_bbox_1: 0.2439 loss_giou_1: 0.4504 loss_ce_2: 0.429 loss_bbox_2: 0.2267 loss_giou_2: 0.4153 loss_ce_3: 0.4004 loss_bbox_3: 0.2277 loss_giou_3: 0.4067 loss_ce_4: 0.3951 loss_bbox_4: 0.2171 loss_giou_4: 0.3991 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:18] d2.utils.events INFO: eta: 1 day, 6:18:43 iter: 62719 total_loss: 6.641 loss_ce: 0.376 loss_bbox: 0.2204 loss_giou: 0.3626 loss_ce_0: 0.5562 loss_bbox_0: 0.3911 loss_giou_0: 0.5665 loss_ce_1: 0.4556 loss_bbox_1: 0.2613 loss_giou_1: 0.4113 loss_ce_2: 0.4119 loss_bbox_2: 0.2312 loss_giou_2: 0.3712 loss_ce_3: 0.3929 loss_bbox_3: 0.2255 loss_giou_3: 0.3655 loss_ce_4: 0.3736 loss_bbox_4: 0.2206 loss_giou_4: 0.3678 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:24] d2.utils.events INFO: eta: 1 day, 6:18:37 iter: 62739 total_loss: 6.716 loss_ce: 0.4004 loss_bbox: 0.2107 loss_giou: 0.367 loss_ce_0: 0.5663 loss_bbox_0: 0.3591 loss_giou_0: 0.5788 loss_ce_1: 0.4625 loss_bbox_1: 0.2447 loss_giou_1: 0.4242 loss_ce_2: 0.4253 loss_bbox_2: 0.2222 loss_giou_2: 0.3792 loss_ce_3: 0.4058 loss_bbox_3: 0.2147 loss_giou_3: 0.373 loss_ce_4: 0.3961 loss_bbox_4: 0.2125 loss_giou_4: 0.3664 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:30] d2.utils.events INFO: eta: 1 day, 6:18:45 iter: 62759 total_loss: 6.375 loss_ce: 0.3711 loss_bbox: 0.2146 loss_giou: 0.3645 loss_ce_0: 0.5325 loss_bbox_0: 0.3577 loss_giou_0: 0.5573 loss_ce_1: 0.4395 loss_bbox_1: 0.2497 loss_giou_1: 0.4146 loss_ce_2: 0.3857 loss_bbox_2: 0.224 loss_giou_2: 0.3801 loss_ce_3: 0.3749 loss_bbox_3: 0.2152 loss_giou_3: 0.3686 loss_ce_4: 0.3718 loss_bbox_4: 0.2149 loss_giou_4: 0.3669 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:35] d2.utils.events INFO: eta: 1 day, 6:18:56 iter: 62779 total_loss: 6.637 loss_ce: 0.3658 loss_bbox: 0.2153 loss_giou: 0.3811 loss_ce_0: 0.5462 loss_bbox_0: 0.3638 loss_giou_0: 0.5847 loss_ce_1: 0.4546 loss_bbox_1: 0.2502 loss_giou_1: 0.4352 loss_ce_2: 0.4023 loss_bbox_2: 0.231 loss_giou_2: 0.4023 loss_ce_3: 0.3726 loss_bbox_3: 0.2222 loss_giou_3: 0.3908 loss_ce_4: 0.3722 loss_bbox_4: 0.2162 loss_giou_4: 0.3841 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:41] d2.utils.events INFO: eta: 1 day, 6:18:55 iter: 62799 total_loss: 7.032 loss_ce: 0.416 loss_bbox: 0.2172 loss_giou: 0.3849 loss_ce_0: 0.5987 loss_bbox_0: 0.36 loss_giou_0: 0.5938 loss_ce_1: 0.4883 loss_bbox_1: 0.2485 loss_giou_1: 0.4572 loss_ce_2: 0.4358 loss_bbox_2: 0.2272 loss_giou_2: 0.4104 loss_ce_3: 0.414 loss_bbox_3: 0.2201 loss_giou_3: 0.4014 loss_ce_4: 0.4139 loss_bbox_4: 0.2172 loss_giou_4: 0.3855 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:47] d2.utils.events INFO: eta: 1 day, 6:18:45 iter: 62819 total_loss: 6.716 loss_ce: 0.3932 loss_bbox: 0.2275 loss_giou: 0.3809 loss_ce_0: 0.5585 loss_bbox_0: 0.3664 loss_giou_0: 0.5552 loss_ce_1: 0.4591 loss_bbox_1: 0.2668 loss_giou_1: 0.4268 loss_ce_2: 0.4283 loss_bbox_2: 0.2424 loss_giou_2: 0.3905 loss_ce_3: 0.388 loss_bbox_3: 0.2337 loss_giou_3: 0.3859 loss_ce_4: 0.3863 loss_bbox_4: 0.2315 loss_giou_4: 0.3846 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:52] d2.utils.events INFO: eta: 1 day, 6:19:08 iter: 62839 total_loss: 6.873 loss_ce: 0.3926 loss_bbox: 0.229 loss_giou: 0.3967 loss_ce_0: 0.5724 loss_bbox_0: 0.382 loss_giou_0: 0.6157 loss_ce_1: 0.4753 loss_bbox_1: 0.2659 loss_giou_1: 0.4544 loss_ce_2: 0.4197 loss_bbox_2: 0.2377 loss_giou_2: 0.4212 loss_ce_3: 0.396 loss_bbox_3: 0.2285 loss_giou_3: 0.4072 loss_ce_4: 0.3823 loss_bbox_4: 0.2286 loss_giou_4: 0.4014 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 18:18:58] d2.utils.events INFO: eta: 1 day, 6:18:48 iter: 62859 total_loss: 6.763 loss_ce: 0.3988 loss_bbox: 0.2271 loss_giou: 0.3621 loss_ce_0: 0.5756 loss_bbox_0: 0.3682 loss_giou_0: 0.5496 loss_ce_1: 0.4795 loss_bbox_1: 0.2643 loss_giou_1: 0.4134 loss_ce_2: 0.4298 loss_bbox_2: 0.2472 loss_giou_2: 0.3821 loss_ce_3: 0.4033 loss_bbox_3: 0.2363 loss_giou_3: 0.3718 loss_ce_4: 0.402 loss_bbox_4: 0.2279 loss_giou_4: 0.3625 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:04] d2.utils.events INFO: eta: 1 day, 6:18:38 iter: 62879 total_loss: 6.564 loss_ce: 0.37 loss_bbox: 0.2042 loss_giou: 0.375 loss_ce_0: 0.5489 loss_bbox_0: 0.3457 loss_giou_0: 0.5926 loss_ce_1: 0.4637 loss_bbox_1: 0.2436 loss_giou_1: 0.4324 loss_ce_2: 0.4137 loss_bbox_2: 0.2227 loss_giou_2: 0.3989 loss_ce_3: 0.3795 loss_bbox_3: 0.2141 loss_giou_3: 0.3868 loss_ce_4: 0.3715 loss_bbox_4: 0.2081 loss_giou_4: 0.3757 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:09] d2.utils.events INFO: eta: 1 day, 6:17:43 iter: 62899 total_loss: 6.625 loss_ce: 0.3833 loss_bbox: 0.2109 loss_giou: 0.3777 loss_ce_0: 0.5485 loss_bbox_0: 0.3538 loss_giou_0: 0.5961 loss_ce_1: 0.4724 loss_bbox_1: 0.2443 loss_giou_1: 0.4406 loss_ce_2: 0.4195 loss_bbox_2: 0.2229 loss_giou_2: 0.3943 loss_ce_3: 0.4006 loss_bbox_3: 0.2172 loss_giou_3: 0.3773 loss_ce_4: 0.3866 loss_bbox_4: 0.212 loss_giou_4: 0.3771 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:15] d2.utils.events INFO: eta: 1 day, 6:17:28 iter: 62919 total_loss: 6.449 loss_ce: 0.3663 loss_bbox: 0.2063 loss_giou: 0.3643 loss_ce_0: 0.5452 loss_bbox_0: 0.355 loss_giou_0: 0.5612 loss_ce_1: 0.4584 loss_bbox_1: 0.2396 loss_giou_1: 0.4103 loss_ce_2: 0.4033 loss_bbox_2: 0.2233 loss_giou_2: 0.3841 loss_ce_3: 0.3756 loss_bbox_3: 0.2127 loss_giou_3: 0.3718 loss_ce_4: 0.3651 loss_bbox_4: 0.2091 loss_giou_4: 0.3661 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:21] d2.utils.events INFO: eta: 1 day, 6:17:45 iter: 62939 total_loss: 6.489 loss_ce: 0.3519 loss_bbox: 0.2228 loss_giou: 0.3749 loss_ce_0: 0.5548 loss_bbox_0: 0.3623 loss_giou_0: 0.5698 loss_ce_1: 0.4538 loss_bbox_1: 0.2486 loss_giou_1: 0.4277 loss_ce_2: 0.3871 loss_bbox_2: 0.2252 loss_giou_2: 0.3959 loss_ce_3: 0.3598 loss_bbox_3: 0.2256 loss_giou_3: 0.3844 loss_ce_4: 0.3581 loss_bbox_4: 0.2254 loss_giou_4: 0.3767 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:26] d2.utils.events INFO: eta: 1 day, 6:17:26 iter: 62959 total_loss: 6.984 loss_ce: 0.3833 loss_bbox: 0.2344 loss_giou: 0.39 loss_ce_0: 0.5663 loss_bbox_0: 0.3867 loss_giou_0: 0.5764 loss_ce_1: 0.4654 loss_bbox_1: 0.2692 loss_giou_1: 0.442 loss_ce_2: 0.4115 loss_bbox_2: 0.2426 loss_giou_2: 0.4144 loss_ce_3: 0.3968 loss_bbox_3: 0.2398 loss_giou_3: 0.3975 loss_ce_4: 0.3814 loss_bbox_4: 0.2343 loss_giou_4: 0.3893 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:32] d2.utils.events INFO: eta: 1 day, 6:17:21 iter: 62979 total_loss: 6.479 loss_ce: 0.3859 loss_bbox: 0.2244 loss_giou: 0.3593 loss_ce_0: 0.5456 loss_bbox_0: 0.3705 loss_giou_0: 0.5599 loss_ce_1: 0.4555 loss_bbox_1: 0.2564 loss_giou_1: 0.4059 loss_ce_2: 0.4111 loss_bbox_2: 0.2368 loss_giou_2: 0.3754 loss_ce_3: 0.3897 loss_bbox_3: 0.222 loss_giou_3: 0.3676 loss_ce_4: 0.3861 loss_bbox_4: 0.2236 loss_giou_4: 0.3597 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:38] d2.utils.events INFO: eta: 1 day, 6:17:08 iter: 62999 total_loss: 6.697 loss_ce: 0.3677 loss_bbox: 0.1981 loss_giou: 0.3917 loss_ce_0: 0.5441 loss_bbox_0: 0.3783 loss_giou_0: 0.6013 loss_ce_1: 0.4624 loss_bbox_1: 0.2515 loss_giou_1: 0.4575 loss_ce_2: 0.4064 loss_bbox_2: 0.2184 loss_giou_2: 0.4164 loss_ce_3: 0.3747 loss_bbox_3: 0.2116 loss_giou_3: 0.4013 loss_ce_4: 0.376 loss_bbox_4: 0.2035 loss_giou_4: 0.394 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:43] d2.utils.events INFO: eta: 1 day, 6:16:50 iter: 63019 total_loss: 6.971 loss_ce: 0.398 loss_bbox: 0.2345 loss_giou: 0.3985 loss_ce_0: 0.5585 loss_bbox_0: 0.3838 loss_giou_0: 0.6072 loss_ce_1: 0.4715 loss_bbox_1: 0.2703 loss_giou_1: 0.4601 loss_ce_2: 0.4336 loss_bbox_2: 0.2456 loss_giou_2: 0.417 loss_ce_3: 0.4005 loss_bbox_3: 0.2408 loss_giou_3: 0.4107 loss_ce_4: 0.401 loss_bbox_4: 0.2343 loss_giou_4: 0.4026 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:49] d2.utils.events INFO: eta: 1 day, 6:16:53 iter: 63039 total_loss: 6.872 loss_ce: 0.385 loss_bbox: 0.2348 loss_giou: 0.3897 loss_ce_0: 0.5568 loss_bbox_0: 0.3818 loss_giou_0: 0.5786 loss_ce_1: 0.4878 loss_bbox_1: 0.2615 loss_giou_1: 0.4517 loss_ce_2: 0.4238 loss_bbox_2: 0.2444 loss_giou_2: 0.4109 loss_ce_3: 0.3842 loss_bbox_3: 0.2411 loss_giou_3: 0.3991 loss_ce_4: 0.3845 loss_bbox_4: 0.2377 loss_giou_4: 0.3921 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 18:19:55] d2.utils.events INFO: eta: 1 day, 6:16:51 iter: 63059 total_loss: 6.686 loss_ce: 0.3898 loss_bbox: 0.2192 loss_giou: 0.3887 loss_ce_0: 0.5678 loss_bbox_0: 0.361 loss_giou_0: 0.5814 loss_ce_1: 0.4858 loss_bbox_1: 0.2508 loss_giou_1: 0.4311 loss_ce_2: 0.4291 loss_bbox_2: 0.2357 loss_giou_2: 0.4008 loss_ce_3: 0.394 loss_bbox_3: 0.224 loss_giou_3: 0.3933 loss_ce_4: 0.3994 loss_bbox_4: 0.2215 loss_giou_4: 0.3903 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:01] d2.utils.events INFO: eta: 1 day, 6:16:24 iter: 63079 total_loss: 6.711 loss_ce: 0.4122 loss_bbox: 0.2277 loss_giou: 0.384 loss_ce_0: 0.5658 loss_bbox_0: 0.3722 loss_giou_0: 0.581 loss_ce_1: 0.4782 loss_bbox_1: 0.2628 loss_giou_1: 0.4289 loss_ce_2: 0.4342 loss_bbox_2: 0.2427 loss_giou_2: 0.3971 loss_ce_3: 0.421 loss_bbox_3: 0.2351 loss_giou_3: 0.3898 loss_ce_4: 0.4091 loss_bbox_4: 0.2277 loss_giou_4: 0.3822 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:06] d2.utils.events INFO: eta: 1 day, 6:15:54 iter: 63099 total_loss: 6.541 loss_ce: 0.3785 loss_bbox: 0.2133 loss_giou: 0.3657 loss_ce_0: 0.5551 loss_bbox_0: 0.344 loss_giou_0: 0.5485 loss_ce_1: 0.4594 loss_bbox_1: 0.2437 loss_giou_1: 0.423 loss_ce_2: 0.4216 loss_bbox_2: 0.2209 loss_giou_2: 0.3849 loss_ce_3: 0.3828 loss_bbox_3: 0.2183 loss_giou_3: 0.3679 loss_ce_4: 0.3773 loss_bbox_4: 0.2155 loss_giou_4: 0.3656 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:12] d2.utils.events INFO: eta: 1 day, 6:15:58 iter: 63119 total_loss: 6.941 loss_ce: 0.4018 loss_bbox: 0.2407 loss_giou: 0.3639 loss_ce_0: 0.5746 loss_bbox_0: 0.3878 loss_giou_0: 0.5649 loss_ce_1: 0.4743 loss_bbox_1: 0.2787 loss_giou_1: 0.418 loss_ce_2: 0.4257 loss_bbox_2: 0.2483 loss_giou_2: 0.3762 loss_ce_3: 0.4158 loss_bbox_3: 0.2454 loss_giou_3: 0.3663 loss_ce_4: 0.3988 loss_bbox_4: 0.2435 loss_giou_4: 0.3671 time: 0.2803 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:18] d2.utils.events INFO: eta: 1 day, 6:16:03 iter: 63139 total_loss: 6.547 loss_ce: 0.3752 loss_bbox: 0.214 loss_giou: 0.3699 loss_ce_0: 0.5301 loss_bbox_0: 0.3591 loss_giou_0: 0.5535 loss_ce_1: 0.4536 loss_bbox_1: 0.2511 loss_giou_1: 0.4184 loss_ce_2: 0.3981 loss_bbox_2: 0.2267 loss_giou_2: 0.3879 loss_ce_3: 0.3723 loss_bbox_3: 0.2182 loss_giou_3: 0.3792 loss_ce_4: 0.3698 loss_bbox_4: 0.2176 loss_giou_4: 0.3696 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:23] d2.utils.events INFO: eta: 1 day, 6:15:37 iter: 63159 total_loss: 6.442 loss_ce: 0.3807 loss_bbox: 0.2099 loss_giou: 0.3722 loss_ce_0: 0.5507 loss_bbox_0: 0.3567 loss_giou_0: 0.569 loss_ce_1: 0.4584 loss_bbox_1: 0.2452 loss_giou_1: 0.425 loss_ce_2: 0.4047 loss_bbox_2: 0.2243 loss_giou_2: 0.3884 loss_ce_3: 0.3757 loss_bbox_3: 0.2142 loss_giou_3: 0.3757 loss_ce_4: 0.3819 loss_bbox_4: 0.2123 loss_giou_4: 0.377 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:29] d2.utils.events INFO: eta: 1 day, 6:15:31 iter: 63179 total_loss: 6.923 loss_ce: 0.4035 loss_bbox: 0.2239 loss_giou: 0.3759 loss_ce_0: 0.5682 loss_bbox_0: 0.3794 loss_giou_0: 0.5907 loss_ce_1: 0.4783 loss_bbox_1: 0.264 loss_giou_1: 0.4444 loss_ce_2: 0.4427 loss_bbox_2: 0.2381 loss_giou_2: 0.4061 loss_ce_3: 0.4068 loss_bbox_3: 0.2333 loss_giou_3: 0.3884 loss_ce_4: 0.4055 loss_bbox_4: 0.2265 loss_giou_4: 0.3819 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:35] d2.utils.events INFO: eta: 1 day, 6:15:36 iter: 63199 total_loss: 6.737 loss_ce: 0.44 loss_bbox: 0.2034 loss_giou: 0.3679 loss_ce_0: 0.5837 loss_bbox_0: 0.3584 loss_giou_0: 0.569 loss_ce_1: 0.52 loss_bbox_1: 0.2338 loss_giou_1: 0.4224 loss_ce_2: 0.4707 loss_bbox_2: 0.215 loss_giou_2: 0.3824 loss_ce_3: 0.4521 loss_bbox_3: 0.2099 loss_giou_3: 0.3721 loss_ce_4: 0.445 loss_bbox_4: 0.2114 loss_giou_4: 0.3672 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:40] d2.utils.events INFO: eta: 1 day, 6:15:30 iter: 63219 total_loss: 6.922 loss_ce: 0.3956 loss_bbox: 0.2183 loss_giou: 0.3918 loss_ce_0: 0.5703 loss_bbox_0: 0.3747 loss_giou_0: 0.5942 loss_ce_1: 0.4675 loss_bbox_1: 0.2572 loss_giou_1: 0.4473 loss_ce_2: 0.429 loss_bbox_2: 0.2275 loss_giou_2: 0.4175 loss_ce_3: 0.4004 loss_bbox_3: 0.2212 loss_giou_3: 0.404 loss_ce_4: 0.3983 loss_bbox_4: 0.2215 loss_giou_4: 0.3908 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:46] d2.utils.events INFO: eta: 1 day, 6:15:39 iter: 63239 total_loss: 6.381 loss_ce: 0.3674 loss_bbox: 0.2233 loss_giou: 0.3357 loss_ce_0: 0.5548 loss_bbox_0: 0.3862 loss_giou_0: 0.5417 loss_ce_1: 0.4606 loss_bbox_1: 0.2598 loss_giou_1: 0.4038 loss_ce_2: 0.4161 loss_bbox_2: 0.232 loss_giou_2: 0.3582 loss_ce_3: 0.3796 loss_bbox_3: 0.2316 loss_giou_3: 0.3401 loss_ce_4: 0.3743 loss_bbox_4: 0.2245 loss_giou_4: 0.3357 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:52] d2.utils.events INFO: eta: 1 day, 6:15:33 iter: 63259 total_loss: 7.143 loss_ce: 0.4107 loss_bbox: 0.2283 loss_giou: 0.4056 loss_ce_0: 0.5833 loss_bbox_0: 0.3766 loss_giou_0: 0.6128 loss_ce_1: 0.4911 loss_bbox_1: 0.2591 loss_giou_1: 0.4699 loss_ce_2: 0.4388 loss_bbox_2: 0.2346 loss_giou_2: 0.4321 loss_ce_3: 0.4159 loss_bbox_3: 0.2281 loss_giou_3: 0.4134 loss_ce_4: 0.4169 loss_bbox_4: 0.2248 loss_giou_4: 0.4055 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 18:20:57] d2.utils.events INFO: eta: 1 day, 6:15:56 iter: 63279 total_loss: 6.587 loss_ce: 0.3924 loss_bbox: 0.212 loss_giou: 0.3741 loss_ce_0: 0.561 loss_bbox_0: 0.3588 loss_giou_0: 0.5915 loss_ce_1: 0.4741 loss_bbox_1: 0.2461 loss_giou_1: 0.4367 loss_ce_2: 0.4173 loss_bbox_2: 0.2238 loss_giou_2: 0.3945 loss_ce_3: 0.3944 loss_bbox_3: 0.2144 loss_giou_3: 0.3832 loss_ce_4: 0.3848 loss_bbox_4: 0.212 loss_giou_4: 0.3764 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:03] d2.utils.events INFO: eta: 1 day, 6:16:05 iter: 63299 total_loss: 6.949 loss_ce: 0.3786 loss_bbox: 0.2459 loss_giou: 0.401 loss_ce_0: 0.5565 loss_bbox_0: 0.385 loss_giou_0: 0.5793 loss_ce_1: 0.4767 loss_bbox_1: 0.2765 loss_giou_1: 0.4502 loss_ce_2: 0.4133 loss_bbox_2: 0.2549 loss_giou_2: 0.4113 loss_ce_3: 0.3946 loss_bbox_3: 0.2455 loss_giou_3: 0.4018 loss_ce_4: 0.3835 loss_bbox_4: 0.244 loss_giou_4: 0.4007 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:09] d2.utils.events INFO: eta: 1 day, 6:16:41 iter: 63319 total_loss: 6.873 loss_ce: 0.4041 loss_bbox: 0.2341 loss_giou: 0.3852 loss_ce_0: 0.5721 loss_bbox_0: 0.3981 loss_giou_0: 0.591 loss_ce_1: 0.499 loss_bbox_1: 0.2652 loss_giou_1: 0.4368 loss_ce_2: 0.437 loss_bbox_2: 0.2419 loss_giou_2: 0.4028 loss_ce_3: 0.399 loss_bbox_3: 0.2406 loss_giou_3: 0.3949 loss_ce_4: 0.4024 loss_bbox_4: 0.2385 loss_giou_4: 0.3924 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:15] d2.utils.events INFO: eta: 1 day, 6:16:28 iter: 63339 total_loss: 6.723 loss_ce: 0.3694 loss_bbox: 0.2232 loss_giou: 0.3808 loss_ce_0: 0.5586 loss_bbox_0: 0.3753 loss_giou_0: 0.592 loss_ce_1: 0.4636 loss_bbox_1: 0.2616 loss_giou_1: 0.4294 loss_ce_2: 0.4168 loss_bbox_2: 0.2377 loss_giou_2: 0.3974 loss_ce_3: 0.3845 loss_bbox_3: 0.2249 loss_giou_3: 0.3876 loss_ce_4: 0.3712 loss_bbox_4: 0.2239 loss_giou_4: 0.3814 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:20] d2.utils.events INFO: eta: 1 day, 6:15:56 iter: 63359 total_loss: 6.713 loss_ce: 0.3992 loss_bbox: 0.2081 loss_giou: 0.3681 loss_ce_0: 0.561 loss_bbox_0: 0.3551 loss_giou_0: 0.5557 loss_ce_1: 0.473 loss_bbox_1: 0.2421 loss_giou_1: 0.4182 loss_ce_2: 0.4281 loss_bbox_2: 0.2163 loss_giou_2: 0.3791 loss_ce_3: 0.4091 loss_bbox_3: 0.2058 loss_giou_3: 0.3712 loss_ce_4: 0.4004 loss_bbox_4: 0.2078 loss_giou_4: 0.3686 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:26] d2.utils.events INFO: eta: 1 day, 6:16:20 iter: 63379 total_loss: 6.653 loss_ce: 0.3783 loss_bbox: 0.2141 loss_giou: 0.3692 loss_ce_0: 0.5494 loss_bbox_0: 0.3665 loss_giou_0: 0.567 loss_ce_1: 0.4502 loss_bbox_1: 0.2545 loss_giou_1: 0.4257 loss_ce_2: 0.3975 loss_bbox_2: 0.2261 loss_giou_2: 0.3905 loss_ce_3: 0.3777 loss_bbox_3: 0.2211 loss_giou_3: 0.3805 loss_ce_4: 0.3745 loss_bbox_4: 0.2157 loss_giou_4: 0.3734 time: 0.2804 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:32] d2.utils.events INFO: eta: 1 day, 6:16:14 iter: 63399 total_loss: 6.705 loss_ce: 0.3911 loss_bbox: 0.2111 loss_giou: 0.3863 loss_ce_0: 0.5656 loss_bbox_0: 0.3549 loss_giou_0: 0.5993 loss_ce_1: 0.4792 loss_bbox_1: 0.2455 loss_giou_1: 0.4412 loss_ce_2: 0.4356 loss_bbox_2: 0.2273 loss_giou_2: 0.4064 loss_ce_3: 0.4076 loss_bbox_3: 0.2169 loss_giou_3: 0.3946 loss_ce_4: 0.3967 loss_bbox_4: 0.2134 loss_giou_4: 0.3911 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:37] d2.utils.events INFO: eta: 1 day, 6:16:43 iter: 63419 total_loss: 6.657 loss_ce: 0.3944 loss_bbox: 0.2103 loss_giou: 0.3794 loss_ce_0: 0.5726 loss_bbox_0: 0.382 loss_giou_0: 0.5622 loss_ce_1: 0.4773 loss_bbox_1: 0.2587 loss_giou_1: 0.4225 loss_ce_2: 0.4127 loss_bbox_2: 0.232 loss_giou_2: 0.3961 loss_ce_3: 0.396 loss_bbox_3: 0.2181 loss_giou_3: 0.3877 loss_ce_4: 0.395 loss_bbox_4: 0.2129 loss_giou_4: 0.3852 time: 0.2804 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:43] d2.utils.events INFO: eta: 1 day, 6:16:40 iter: 63439 total_loss: 6.849 loss_ce: 0.389 loss_bbox: 0.2167 loss_giou: 0.3863 loss_ce_0: 0.5539 loss_bbox_0: 0.3667 loss_giou_0: 0.6012 loss_ce_1: 0.4682 loss_bbox_1: 0.2544 loss_giou_1: 0.4477 loss_ce_2: 0.413 loss_bbox_2: 0.2318 loss_giou_2: 0.4132 loss_ce_3: 0.3869 loss_bbox_3: 0.221 loss_giou_3: 0.3974 loss_ce_4: 0.3844 loss_bbox_4: 0.2166 loss_giou_4: 0.3898 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:49] d2.utils.events INFO: eta: 1 day, 6:16:40 iter: 63459 total_loss: 6.689 loss_ce: 0.3896 loss_bbox: 0.2184 loss_giou: 0.3704 loss_ce_0: 0.5779 loss_bbox_0: 0.3684 loss_giou_0: 0.5723 loss_ce_1: 0.4762 loss_bbox_1: 0.259 loss_giou_1: 0.4129 loss_ce_2: 0.4366 loss_bbox_2: 0.2301 loss_giou_2: 0.3821 loss_ce_3: 0.4029 loss_bbox_3: 0.2239 loss_giou_3: 0.3734 loss_ce_4: 0.3987 loss_bbox_4: 0.2201 loss_giou_4: 0.3735 time: 0.2804 data_time: 0.0178 lr: 2.5e-05 max_mem: 5427M [11/02 18:21:54] d2.utils.events INFO: eta: 1 day, 6:16:34 iter: 63479 total_loss: 6.566 loss_ce: 0.3676 loss_bbox: 0.2221 loss_giou: 0.3726 loss_ce_0: 0.5488 loss_bbox_0: 0.3758 loss_giou_0: 0.5556 loss_ce_1: 0.4553 loss_bbox_1: 0.2544 loss_giou_1: 0.4217 loss_ce_2: 0.4129 loss_bbox_2: 0.2359 loss_giou_2: 0.3835 loss_ce_3: 0.3754 loss_bbox_3: 0.2269 loss_giou_3: 0.3759 loss_ce_4: 0.3739 loss_bbox_4: 0.2261 loss_giou_4: 0.3763 time: 0.2804 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:00] d2.utils.events INFO: eta: 1 day, 6:17:07 iter: 63499 total_loss: 6.754 loss_ce: 0.3762 loss_bbox: 0.2129 loss_giou: 0.3658 loss_ce_0: 0.5911 loss_bbox_0: 0.3782 loss_giou_0: 0.5596 loss_ce_1: 0.4741 loss_bbox_1: 0.2604 loss_giou_1: 0.4217 loss_ce_2: 0.4274 loss_bbox_2: 0.2275 loss_giou_2: 0.3908 loss_ce_3: 0.3828 loss_bbox_3: 0.2203 loss_giou_3: 0.3798 loss_ce_4: 0.376 loss_bbox_4: 0.2137 loss_giou_4: 0.3672 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:06] d2.utils.events INFO: eta: 1 day, 6:17:27 iter: 63519 total_loss: 6.558 loss_ce: 0.3724 loss_bbox: 0.2173 loss_giou: 0.3568 loss_ce_0: 0.5518 loss_bbox_0: 0.3767 loss_giou_0: 0.5446 loss_ce_1: 0.4687 loss_bbox_1: 0.2444 loss_giou_1: 0.4161 loss_ce_2: 0.4012 loss_bbox_2: 0.2214 loss_giou_2: 0.3745 loss_ce_3: 0.3751 loss_bbox_3: 0.2177 loss_giou_3: 0.3674 loss_ce_4: 0.37 loss_bbox_4: 0.2154 loss_giou_4: 0.3581 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:12] d2.utils.events INFO: eta: 1 day, 6:17:54 iter: 63539 total_loss: 6.369 loss_ce: 0.3849 loss_bbox: 0.1986 loss_giou: 0.3545 loss_ce_0: 0.5582 loss_bbox_0: 0.3507 loss_giou_0: 0.5561 loss_ce_1: 0.4624 loss_bbox_1: 0.2361 loss_giou_1: 0.4064 loss_ce_2: 0.4128 loss_bbox_2: 0.2118 loss_giou_2: 0.3787 loss_ce_3: 0.3811 loss_bbox_3: 0.2032 loss_giou_3: 0.3642 loss_ce_4: 0.3816 loss_bbox_4: 0.201 loss_giou_4: 0.3554 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:17] d2.utils.events INFO: eta: 1 day, 6:17:02 iter: 63559 total_loss: 6.787 loss_ce: 0.4036 loss_bbox: 0.2096 loss_giou: 0.3891 loss_ce_0: 0.5695 loss_bbox_0: 0.355 loss_giou_0: 0.6059 loss_ce_1: 0.4778 loss_bbox_1: 0.2457 loss_giou_1: 0.4478 loss_ce_2: 0.4224 loss_bbox_2: 0.2147 loss_giou_2: 0.4162 loss_ce_3: 0.4075 loss_bbox_3: 0.2127 loss_giou_3: 0.4009 loss_ce_4: 0.4063 loss_bbox_4: 0.2094 loss_giou_4: 0.3892 time: 0.2804 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:23] d2.utils.events INFO: eta: 1 day, 6:16:57 iter: 63579 total_loss: 6.689 loss_ce: 0.3984 loss_bbox: 0.2195 loss_giou: 0.3577 loss_ce_0: 0.584 loss_bbox_0: 0.3742 loss_giou_0: 0.552 loss_ce_1: 0.4846 loss_bbox_1: 0.2535 loss_giou_1: 0.4053 loss_ce_2: 0.4333 loss_bbox_2: 0.2333 loss_giou_2: 0.3765 loss_ce_3: 0.3917 loss_bbox_3: 0.2251 loss_giou_3: 0.3614 loss_ce_4: 0.3947 loss_bbox_4: 0.2215 loss_giou_4: 0.3568 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:29] d2.utils.events INFO: eta: 1 day, 6:17:37 iter: 63599 total_loss: 6.658 loss_ce: 0.3697 loss_bbox: 0.2115 loss_giou: 0.3808 loss_ce_0: 0.5522 loss_bbox_0: 0.3583 loss_giou_0: 0.5775 loss_ce_1: 0.4602 loss_bbox_1: 0.2451 loss_giou_1: 0.4296 loss_ce_2: 0.3977 loss_bbox_2: 0.2291 loss_giou_2: 0.3897 loss_ce_3: 0.3704 loss_bbox_3: 0.2165 loss_giou_3: 0.3754 loss_ce_4: 0.3649 loss_bbox_4: 0.2132 loss_giou_4: 0.3804 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:34] d2.utils.events INFO: eta: 1 day, 6:17:49 iter: 63619 total_loss: 6.782 loss_ce: 0.3871 loss_bbox: 0.2139 loss_giou: 0.3939 loss_ce_0: 0.577 loss_bbox_0: 0.3492 loss_giou_0: 0.6064 loss_ce_1: 0.4822 loss_bbox_1: 0.2392 loss_giou_1: 0.4449 loss_ce_2: 0.4175 loss_bbox_2: 0.2248 loss_giou_2: 0.4212 loss_ce_3: 0.3897 loss_bbox_3: 0.2203 loss_giou_3: 0.4097 loss_ce_4: 0.3843 loss_bbox_4: 0.2131 loss_giou_4: 0.3987 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:40] d2.utils.events INFO: eta: 1 day, 6:16:53 iter: 63639 total_loss: 6.672 loss_ce: 0.3986 loss_bbox: 0.1997 loss_giou: 0.3626 loss_ce_0: 0.5742 loss_bbox_0: 0.3565 loss_giou_0: 0.5853 loss_ce_1: 0.457 loss_bbox_1: 0.2375 loss_giou_1: 0.4275 loss_ce_2: 0.3942 loss_bbox_2: 0.2197 loss_giou_2: 0.3923 loss_ce_3: 0.3934 loss_bbox_3: 0.2129 loss_giou_3: 0.3755 loss_ce_4: 0.3937 loss_bbox_4: 0.2021 loss_giou_4: 0.3667 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:46] d2.utils.events INFO: eta: 1 day, 6:16:00 iter: 63659 total_loss: 6.728 loss_ce: 0.3772 loss_bbox: 0.2196 loss_giou: 0.3742 loss_ce_0: 0.5676 loss_bbox_0: 0.3686 loss_giou_0: 0.5821 loss_ce_1: 0.4588 loss_bbox_1: 0.2635 loss_giou_1: 0.4353 loss_ce_2: 0.4099 loss_bbox_2: 0.2298 loss_giou_2: 0.3922 loss_ce_3: 0.384 loss_bbox_3: 0.2228 loss_giou_3: 0.3837 loss_ce_4: 0.381 loss_bbox_4: 0.2222 loss_giou_4: 0.3768 time: 0.2804 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:51] d2.utils.events INFO: eta: 1 day, 6:15:43 iter: 63679 total_loss: 6.773 loss_ce: 0.394 loss_bbox: 0.224 loss_giou: 0.3676 loss_ce_0: 0.5589 loss_bbox_0: 0.3787 loss_giou_0: 0.5884 loss_ce_1: 0.4727 loss_bbox_1: 0.2595 loss_giou_1: 0.4228 loss_ce_2: 0.4151 loss_bbox_2: 0.2308 loss_giou_2: 0.3807 loss_ce_3: 0.3952 loss_bbox_3: 0.2256 loss_giou_3: 0.373 loss_ce_4: 0.3878 loss_bbox_4: 0.2225 loss_giou_4: 0.3704 time: 0.2804 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 18:22:57] d2.utils.events INFO: eta: 1 day, 6:16:05 iter: 63699 total_loss: 6.552 loss_ce: 0.3791 loss_bbox: 0.2154 loss_giou: 0.3672 loss_ce_0: 0.5443 loss_bbox_0: 0.3845 loss_giou_0: 0.5714 loss_ce_1: 0.4786 loss_bbox_1: 0.2489 loss_giou_1: 0.4156 loss_ce_2: 0.4197 loss_bbox_2: 0.2243 loss_giou_2: 0.384 loss_ce_3: 0.393 loss_bbox_3: 0.22 loss_giou_3: 0.3756 loss_ce_4: 0.39 loss_bbox_4: 0.2135 loss_giou_4: 0.3709 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:03] d2.utils.events INFO: eta: 1 day, 6:15:59 iter: 63719 total_loss: 6.677 loss_ce: 0.3816 loss_bbox: 0.2132 loss_giou: 0.3813 loss_ce_0: 0.5545 loss_bbox_0: 0.3818 loss_giou_0: 0.5721 loss_ce_1: 0.4595 loss_bbox_1: 0.2446 loss_giou_1: 0.4273 loss_ce_2: 0.4025 loss_bbox_2: 0.2227 loss_giou_2: 0.4007 loss_ce_3: 0.3848 loss_bbox_3: 0.2198 loss_giou_3: 0.3835 loss_ce_4: 0.3806 loss_bbox_4: 0.2199 loss_giou_4: 0.3764 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:09] d2.utils.events INFO: eta: 1 day, 6:17:10 iter: 63739 total_loss: 6.574 loss_ce: 0.3716 loss_bbox: 0.2057 loss_giou: 0.3909 loss_ce_0: 0.5502 loss_bbox_0: 0.3567 loss_giou_0: 0.6003 loss_ce_1: 0.4534 loss_bbox_1: 0.2418 loss_giou_1: 0.4489 loss_ce_2: 0.4074 loss_bbox_2: 0.225 loss_giou_2: 0.4153 loss_ce_3: 0.3846 loss_bbox_3: 0.2177 loss_giou_3: 0.4029 loss_ce_4: 0.3769 loss_bbox_4: 0.2079 loss_giou_4: 0.3904 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:14] d2.utils.events INFO: eta: 1 day, 6:16:45 iter: 63759 total_loss: 6.674 loss_ce: 0.3774 loss_bbox: 0.2361 loss_giou: 0.3624 loss_ce_0: 0.5555 loss_bbox_0: 0.3612 loss_giou_0: 0.5383 loss_ce_1: 0.466 loss_bbox_1: 0.2693 loss_giou_1: 0.4024 loss_ce_2: 0.4024 loss_bbox_2: 0.2431 loss_giou_2: 0.3785 loss_ce_3: 0.3863 loss_bbox_3: 0.2369 loss_giou_3: 0.3645 loss_ce_4: 0.3735 loss_bbox_4: 0.2374 loss_giou_4: 0.3628 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:20] d2.utils.events INFO: eta: 1 day, 6:16:10 iter: 63779 total_loss: 6.636 loss_ce: 0.3713 loss_bbox: 0.2138 loss_giou: 0.3753 loss_ce_0: 0.5654 loss_bbox_0: 0.3513 loss_giou_0: 0.5748 loss_ce_1: 0.4809 loss_bbox_1: 0.2413 loss_giou_1: 0.4307 loss_ce_2: 0.4243 loss_bbox_2: 0.2148 loss_giou_2: 0.3894 loss_ce_3: 0.3784 loss_bbox_3: 0.2138 loss_giou_3: 0.3775 loss_ce_4: 0.3734 loss_bbox_4: 0.2134 loss_giou_4: 0.3748 time: 0.2804 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:26] d2.utils.events INFO: eta: 1 day, 6:16:34 iter: 63799 total_loss: 6.965 loss_ce: 0.3904 loss_bbox: 0.2159 loss_giou: 0.3927 loss_ce_0: 0.5808 loss_bbox_0: 0.3554 loss_giou_0: 0.6064 loss_ce_1: 0.4773 loss_bbox_1: 0.2589 loss_giou_1: 0.4475 loss_ce_2: 0.4304 loss_bbox_2: 0.2366 loss_giou_2: 0.418 loss_ce_3: 0.4046 loss_bbox_3: 0.2245 loss_giou_3: 0.4049 loss_ce_4: 0.3922 loss_bbox_4: 0.22 loss_giou_4: 0.3947 time: 0.2804 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:31] d2.utils.events INFO: eta: 1 day, 6:17:20 iter: 63819 total_loss: 6.548 loss_ce: 0.3636 loss_bbox: 0.2256 loss_giou: 0.3993 loss_ce_0: 0.5495 loss_bbox_0: 0.383 loss_giou_0: 0.5712 loss_ce_1: 0.4669 loss_bbox_1: 0.26 loss_giou_1: 0.4421 loss_ce_2: 0.4046 loss_bbox_2: 0.24 loss_giou_2: 0.416 loss_ce_3: 0.3766 loss_bbox_3: 0.2336 loss_giou_3: 0.4026 loss_ce_4: 0.3673 loss_bbox_4: 0.2266 loss_giou_4: 0.4033 time: 0.2804 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:37] d2.utils.events INFO: eta: 1 day, 6:16:22 iter: 63839 total_loss: 6.498 loss_ce: 0.3706 loss_bbox: 0.2296 loss_giou: 0.3781 loss_ce_0: 0.5488 loss_bbox_0: 0.351 loss_giou_0: 0.5434 loss_ce_1: 0.4596 loss_bbox_1: 0.2582 loss_giou_1: 0.4241 loss_ce_2: 0.3957 loss_bbox_2: 0.2339 loss_giou_2: 0.393 loss_ce_3: 0.3818 loss_bbox_3: 0.2319 loss_giou_3: 0.3793 loss_ce_4: 0.3733 loss_bbox_4: 0.2293 loss_giou_4: 0.3701 time: 0.2804 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:43] d2.utils.events INFO: eta: 1 day, 6:17:09 iter: 63859 total_loss: 6.799 loss_ce: 0.4114 loss_bbox: 0.2202 loss_giou: 0.3758 loss_ce_0: 0.5479 loss_bbox_0: 0.361 loss_giou_0: 0.5662 loss_ce_1: 0.4637 loss_bbox_1: 0.2508 loss_giou_1: 0.4303 loss_ce_2: 0.442 loss_bbox_2: 0.2292 loss_giou_2: 0.3873 loss_ce_3: 0.4276 loss_bbox_3: 0.2228 loss_giou_3: 0.3831 loss_ce_4: 0.4143 loss_bbox_4: 0.2166 loss_giou_4: 0.3761 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:48] d2.utils.events INFO: eta: 1 day, 6:17:23 iter: 63879 total_loss: 6.801 loss_ce: 0.4052 loss_bbox: 0.2272 loss_giou: 0.3651 loss_ce_0: 0.586 loss_bbox_0: 0.3684 loss_giou_0: 0.5685 loss_ce_1: 0.4822 loss_bbox_1: 0.2581 loss_giou_1: 0.4188 loss_ce_2: 0.4398 loss_bbox_2: 0.2365 loss_giou_2: 0.3847 loss_ce_3: 0.4165 loss_bbox_3: 0.2355 loss_giou_3: 0.3766 loss_ce_4: 0.4099 loss_bbox_4: 0.2269 loss_giou_4: 0.3681 time: 0.2804 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 18:23:54] d2.utils.events INFO: eta: 1 day, 6:17:42 iter: 63899 total_loss: 7.093 loss_ce: 0.4061 loss_bbox: 0.2274 loss_giou: 0.4053 loss_ce_0: 0.5991 loss_bbox_0: 0.3832 loss_giou_0: 0.5748 loss_ce_1: 0.4874 loss_bbox_1: 0.2705 loss_giou_1: 0.4428 loss_ce_2: 0.442 loss_bbox_2: 0.2449 loss_giou_2: 0.4197 loss_ce_3: 0.4233 loss_bbox_3: 0.2333 loss_giou_3: 0.4115 loss_ce_4: 0.4081 loss_bbox_4: 0.2305 loss_giou_4: 0.4131 time: 0.2804 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:00] d2.utils.events INFO: eta: 1 day, 6:17:50 iter: 63919 total_loss: 6.747 loss_ce: 0.4021 loss_bbox: 0.2192 loss_giou: 0.3783 loss_ce_0: 0.5682 loss_bbox_0: 0.3645 loss_giou_0: 0.5573 loss_ce_1: 0.4677 loss_bbox_1: 0.2604 loss_giou_1: 0.4282 loss_ce_2: 0.4229 loss_bbox_2: 0.2385 loss_giou_2: 0.392 loss_ce_3: 0.4036 loss_bbox_3: 0.2306 loss_giou_3: 0.3829 loss_ce_4: 0.3985 loss_bbox_4: 0.2211 loss_giou_4: 0.3792 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:06] d2.utils.events INFO: eta: 1 day, 6:17:44 iter: 63939 total_loss: 6.901 loss_ce: 0.3912 loss_bbox: 0.2137 loss_giou: 0.3903 loss_ce_0: 0.575 loss_bbox_0: 0.3701 loss_giou_0: 0.5866 loss_ce_1: 0.472 loss_bbox_1: 0.2521 loss_giou_1: 0.4415 loss_ce_2: 0.4243 loss_bbox_2: 0.2326 loss_giou_2: 0.4042 loss_ce_3: 0.4003 loss_bbox_3: 0.2195 loss_giou_3: 0.3973 loss_ce_4: 0.3917 loss_bbox_4: 0.2181 loss_giou_4: 0.3907 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:11] d2.utils.events INFO: eta: 1 day, 6:17:59 iter: 63959 total_loss: 6.977 loss_ce: 0.3932 loss_bbox: 0.2301 loss_giou: 0.3979 loss_ce_0: 0.5789 loss_bbox_0: 0.3746 loss_giou_0: 0.6026 loss_ce_1: 0.4861 loss_bbox_1: 0.2778 loss_giou_1: 0.4519 loss_ce_2: 0.4255 loss_bbox_2: 0.2385 loss_giou_2: 0.4216 loss_ce_3: 0.3965 loss_bbox_3: 0.2339 loss_giou_3: 0.4041 loss_ce_4: 0.3841 loss_bbox_4: 0.2312 loss_giou_4: 0.4007 time: 0.2804 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:17] d2.utils.events INFO: eta: 1 day, 6:18:27 iter: 63979 total_loss: 6.722 loss_ce: 0.4036 loss_bbox: 0.2167 loss_giou: 0.3723 loss_ce_0: 0.5768 loss_bbox_0: 0.3644 loss_giou_0: 0.5715 loss_ce_1: 0.482 loss_bbox_1: 0.2606 loss_giou_1: 0.4304 loss_ce_2: 0.4329 loss_bbox_2: 0.2341 loss_giou_2: 0.3915 loss_ce_3: 0.4181 loss_bbox_3: 0.223 loss_giou_3: 0.3787 loss_ce_4: 0.402 loss_bbox_4: 0.2194 loss_giou_4: 0.3707 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:23] d2.utils.events INFO: eta: 1 day, 6:18:37 iter: 63999 total_loss: 6.699 loss_ce: 0.3777 loss_bbox: 0.2127 loss_giou: 0.3568 loss_ce_0: 0.5591 loss_bbox_0: 0.3596 loss_giou_0: 0.566 loss_ce_1: 0.4698 loss_bbox_1: 0.2486 loss_giou_1: 0.409 loss_ce_2: 0.412 loss_bbox_2: 0.2261 loss_giou_2: 0.3713 loss_ce_3: 0.3863 loss_bbox_3: 0.2207 loss_giou_3: 0.3622 loss_ce_4: 0.3804 loss_bbox_4: 0.2169 loss_giou_4: 0.3586 time: 0.2804 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:28] d2.utils.events INFO: eta: 1 day, 6:18:48 iter: 64019 total_loss: 6.671 loss_ce: 0.3717 loss_bbox: 0.222 loss_giou: 0.3693 loss_ce_0: 0.5701 loss_bbox_0: 0.3494 loss_giou_0: 0.5678 loss_ce_1: 0.4676 loss_bbox_1: 0.2509 loss_giou_1: 0.4166 loss_ce_2: 0.4045 loss_bbox_2: 0.2283 loss_giou_2: 0.3827 loss_ce_3: 0.3716 loss_bbox_3: 0.2273 loss_giou_3: 0.3722 loss_ce_4: 0.369 loss_bbox_4: 0.2264 loss_giou_4: 0.3756 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:34] d2.utils.events INFO: eta: 1 day, 6:18:43 iter: 64039 total_loss: 6.749 loss_ce: 0.3872 loss_bbox: 0.2258 loss_giou: 0.3801 loss_ce_0: 0.5519 loss_bbox_0: 0.3615 loss_giou_0: 0.6028 loss_ce_1: 0.4582 loss_bbox_1: 0.2642 loss_giou_1: 0.43 loss_ce_2: 0.4194 loss_bbox_2: 0.244 loss_giou_2: 0.4027 loss_ce_3: 0.3913 loss_bbox_3: 0.2337 loss_giou_3: 0.3894 loss_ce_4: 0.3889 loss_bbox_4: 0.2247 loss_giou_4: 0.3804 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:40] d2.utils.events INFO: eta: 1 day, 6:18:37 iter: 64059 total_loss: 6.732 loss_ce: 0.3955 loss_bbox: 0.2266 loss_giou: 0.3825 loss_ce_0: 0.5938 loss_bbox_0: 0.3692 loss_giou_0: 0.5898 loss_ce_1: 0.4829 loss_bbox_1: 0.2544 loss_giou_1: 0.4354 loss_ce_2: 0.4133 loss_bbox_2: 0.2353 loss_giou_2: 0.4077 loss_ce_3: 0.3939 loss_bbox_3: 0.2304 loss_giou_3: 0.3909 loss_ce_4: 0.3932 loss_bbox_4: 0.2228 loss_giou_4: 0.385 time: 0.2804 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:46] d2.utils.events INFO: eta: 1 day, 6:18:24 iter: 64079 total_loss: 6.642 loss_ce: 0.3885 loss_bbox: 0.2123 loss_giou: 0.3927 loss_ce_0: 0.5618 loss_bbox_0: 0.3677 loss_giou_0: 0.6027 loss_ce_1: 0.4657 loss_bbox_1: 0.2454 loss_giou_1: 0.4434 loss_ce_2: 0.4119 loss_bbox_2: 0.2231 loss_giou_2: 0.4074 loss_ce_3: 0.3897 loss_bbox_3: 0.2171 loss_giou_3: 0.3957 loss_ce_4: 0.3896 loss_bbox_4: 0.2156 loss_giou_4: 0.3904 time: 0.2804 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:51] d2.utils.events INFO: eta: 1 day, 6:18:28 iter: 64099 total_loss: 6.627 loss_ce: 0.4021 loss_bbox: 0.2026 loss_giou: 0.3823 loss_ce_0: 0.5588 loss_bbox_0: 0.3689 loss_giou_0: 0.5718 loss_ce_1: 0.4783 loss_bbox_1: 0.2446 loss_giou_1: 0.4381 loss_ce_2: 0.4314 loss_bbox_2: 0.2195 loss_giou_2: 0.4004 loss_ce_3: 0.4012 loss_bbox_3: 0.212 loss_giou_3: 0.3865 loss_ce_4: 0.4037 loss_bbox_4: 0.2053 loss_giou_4: 0.3833 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 18:24:57] d2.utils.events INFO: eta: 1 day, 6:18:41 iter: 64119 total_loss: 7.017 loss_ce: 0.3984 loss_bbox: 0.2164 loss_giou: 0.3973 loss_ce_0: 0.573 loss_bbox_0: 0.3641 loss_giou_0: 0.6147 loss_ce_1: 0.4727 loss_bbox_1: 0.2572 loss_giou_1: 0.4546 loss_ce_2: 0.4352 loss_bbox_2: 0.2315 loss_giou_2: 0.4095 loss_ce_3: 0.4127 loss_bbox_3: 0.2244 loss_giou_3: 0.4021 loss_ce_4: 0.4044 loss_bbox_4: 0.2191 loss_giou_4: 0.3976 time: 0.2804 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:03] d2.utils.events INFO: eta: 1 day, 6:18:16 iter: 64139 total_loss: 6.478 loss_ce: 0.3863 loss_bbox: 0.2081 loss_giou: 0.3633 loss_ce_0: 0.5873 loss_bbox_0: 0.3661 loss_giou_0: 0.5568 loss_ce_1: 0.4659 loss_bbox_1: 0.2409 loss_giou_1: 0.4079 loss_ce_2: 0.4274 loss_bbox_2: 0.2142 loss_giou_2: 0.3785 loss_ce_3: 0.3978 loss_bbox_3: 0.2122 loss_giou_3: 0.3668 loss_ce_4: 0.3854 loss_bbox_4: 0.2069 loss_giou_4: 0.3628 time: 0.2804 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:08] d2.utils.events INFO: eta: 1 day, 6:18:32 iter: 64159 total_loss: 6.987 loss_ce: 0.3985 loss_bbox: 0.252 loss_giou: 0.3819 loss_ce_0: 0.5732 loss_bbox_0: 0.4104 loss_giou_0: 0.5922 loss_ce_1: 0.4837 loss_bbox_1: 0.2848 loss_giou_1: 0.4434 loss_ce_2: 0.4304 loss_bbox_2: 0.2636 loss_giou_2: 0.4005 loss_ce_3: 0.4086 loss_bbox_3: 0.2558 loss_giou_3: 0.3917 loss_ce_4: 0.4023 loss_bbox_4: 0.2498 loss_giou_4: 0.3879 time: 0.2804 data_time: 0.0171 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:14] d2.utils.events INFO: eta: 1 day, 6:18:36 iter: 64179 total_loss: 6.789 loss_ce: 0.3861 loss_bbox: 0.2394 loss_giou: 0.3673 loss_ce_0: 0.5723 loss_bbox_0: 0.368 loss_giou_0: 0.569 loss_ce_1: 0.4713 loss_bbox_1: 0.2656 loss_giou_1: 0.4245 loss_ce_2: 0.4102 loss_bbox_2: 0.2423 loss_giou_2: 0.386 loss_ce_3: 0.3828 loss_bbox_3: 0.2369 loss_giou_3: 0.3707 loss_ce_4: 0.3889 loss_bbox_4: 0.2387 loss_giou_4: 0.3656 time: 0.2804 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:20] d2.utils.events INFO: eta: 1 day, 6:18:25 iter: 64199 total_loss: 6.677 loss_ce: 0.4036 loss_bbox: 0.2079 loss_giou: 0.3805 loss_ce_0: 0.5601 loss_bbox_0: 0.3729 loss_giou_0: 0.5712 loss_ce_1: 0.466 loss_bbox_1: 0.242 loss_giou_1: 0.4463 loss_ce_2: 0.4208 loss_bbox_2: 0.2216 loss_giou_2: 0.4007 loss_ce_3: 0.4105 loss_bbox_3: 0.2145 loss_giou_3: 0.3932 loss_ce_4: 0.4017 loss_bbox_4: 0.2108 loss_giou_4: 0.3889 time: 0.2804 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:25] d2.utils.events INFO: eta: 1 day, 6:18:00 iter: 64219 total_loss: 6.665 loss_ce: 0.3908 loss_bbox: 0.2222 loss_giou: 0.3709 loss_ce_0: 0.5641 loss_bbox_0: 0.3512 loss_giou_0: 0.5534 loss_ce_1: 0.4698 loss_bbox_1: 0.2482 loss_giou_1: 0.4127 loss_ce_2: 0.4203 loss_bbox_2: 0.2352 loss_giou_2: 0.3976 loss_ce_3: 0.4013 loss_bbox_3: 0.2314 loss_giou_3: 0.3797 loss_ce_4: 0.3876 loss_bbox_4: 0.2245 loss_giou_4: 0.3741 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:31] d2.utils.events INFO: eta: 1 day, 6:17:26 iter: 64239 total_loss: 6.86 loss_ce: 0.3809 loss_bbox: 0.2346 loss_giou: 0.4031 loss_ce_0: 0.5559 loss_bbox_0: 0.3798 loss_giou_0: 0.6176 loss_ce_1: 0.4708 loss_bbox_1: 0.275 loss_giou_1: 0.4607 loss_ce_2: 0.4097 loss_bbox_2: 0.2422 loss_giou_2: 0.4267 loss_ce_3: 0.3871 loss_bbox_3: 0.2365 loss_giou_3: 0.4104 loss_ce_4: 0.3751 loss_bbox_4: 0.237 loss_giou_4: 0.4052 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:37] d2.utils.events INFO: eta: 1 day, 6:17:24 iter: 64259 total_loss: 6.855 loss_ce: 0.3858 loss_bbox: 0.2153 loss_giou: 0.3708 loss_ce_0: 0.5561 loss_bbox_0: 0.3743 loss_giou_0: 0.5737 loss_ce_1: 0.4668 loss_bbox_1: 0.2548 loss_giou_1: 0.4251 loss_ce_2: 0.4225 loss_bbox_2: 0.2294 loss_giou_2: 0.3884 loss_ce_3: 0.3897 loss_bbox_3: 0.2174 loss_giou_3: 0.3792 loss_ce_4: 0.3889 loss_bbox_4: 0.2133 loss_giou_4: 0.3757 time: 0.2804 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:42] d2.utils.events INFO: eta: 1 day, 6:16:50 iter: 64279 total_loss: 6.856 loss_ce: 0.4143 loss_bbox: 0.2183 loss_giou: 0.3832 loss_ce_0: 0.5781 loss_bbox_0: 0.364 loss_giou_0: 0.5905 loss_ce_1: 0.4797 loss_bbox_1: 0.2606 loss_giou_1: 0.4362 loss_ce_2: 0.4346 loss_bbox_2: 0.2343 loss_giou_2: 0.398 loss_ce_3: 0.4161 loss_bbox_3: 0.2191 loss_giou_3: 0.3842 loss_ce_4: 0.4083 loss_bbox_4: 0.2164 loss_giou_4: 0.3862 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:48] d2.utils.events INFO: eta: 1 day, 6:16:18 iter: 64299 total_loss: 6.577 loss_ce: 0.3925 loss_bbox: 0.2161 loss_giou: 0.3801 loss_ce_0: 0.5532 loss_bbox_0: 0.3629 loss_giou_0: 0.5833 loss_ce_1: 0.458 loss_bbox_1: 0.2495 loss_giou_1: 0.4413 loss_ce_2: 0.4139 loss_bbox_2: 0.2263 loss_giou_2: 0.4041 loss_ce_3: 0.4036 loss_bbox_3: 0.2204 loss_giou_3: 0.3901 loss_ce_4: 0.3802 loss_bbox_4: 0.2165 loss_giou_4: 0.3836 time: 0.2804 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 18:25:54] d2.utils.events INFO: eta: 1 day, 6:16:29 iter: 64319 total_loss: 6.584 loss_ce: 0.3816 loss_bbox: 0.2171 loss_giou: 0.3719 loss_ce_0: 0.5617 loss_bbox_0: 0.3747 loss_giou_0: 0.5538 loss_ce_1: 0.4693 loss_bbox_1: 0.2526 loss_giou_1: 0.4223 loss_ce_2: 0.4132 loss_bbox_2: 0.2289 loss_giou_2: 0.3851 loss_ce_3: 0.3996 loss_bbox_3: 0.2259 loss_giou_3: 0.373 loss_ce_4: 0.3854 loss_bbox_4: 0.2187 loss_giou_4: 0.372 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:00] d2.utils.events INFO: eta: 1 day, 6:17:18 iter: 64339 total_loss: 7.158 loss_ce: 0.3946 loss_bbox: 0.2413 loss_giou: 0.3873 loss_ce_0: 0.5772 loss_bbox_0: 0.3998 loss_giou_0: 0.5901 loss_ce_1: 0.4824 loss_bbox_1: 0.2875 loss_giou_1: 0.4451 loss_ce_2: 0.43 loss_bbox_2: 0.2556 loss_giou_2: 0.4084 loss_ce_3: 0.4058 loss_bbox_3: 0.2474 loss_giou_3: 0.3988 loss_ce_4: 0.3992 loss_bbox_4: 0.2435 loss_giou_4: 0.3902 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:05] d2.utils.events INFO: eta: 1 day, 6:17:28 iter: 64359 total_loss: 6.572 loss_ce: 0.3681 loss_bbox: 0.227 loss_giou: 0.3634 loss_ce_0: 0.5462 loss_bbox_0: 0.3792 loss_giou_0: 0.5557 loss_ce_1: 0.4441 loss_bbox_1: 0.2693 loss_giou_1: 0.4123 loss_ce_2: 0.3894 loss_bbox_2: 0.2363 loss_giou_2: 0.3768 loss_ce_3: 0.3709 loss_bbox_3: 0.2292 loss_giou_3: 0.3696 loss_ce_4: 0.3631 loss_bbox_4: 0.2258 loss_giou_4: 0.3669 time: 0.2804 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:11] d2.utils.events INFO: eta: 1 day, 6:17:06 iter: 64379 total_loss: 6.974 loss_ce: 0.4117 loss_bbox: 0.2243 loss_giou: 0.374 loss_ce_0: 0.5906 loss_bbox_0: 0.3787 loss_giou_0: 0.5998 loss_ce_1: 0.4979 loss_bbox_1: 0.2612 loss_giou_1: 0.4359 loss_ce_2: 0.4443 loss_bbox_2: 0.2403 loss_giou_2: 0.3929 loss_ce_3: 0.4236 loss_bbox_3: 0.2345 loss_giou_3: 0.3909 loss_ce_4: 0.4155 loss_bbox_4: 0.2264 loss_giou_4: 0.3802 time: 0.2804 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:17] d2.utils.events INFO: eta: 1 day, 6:16:59 iter: 64399 total_loss: 6.688 loss_ce: 0.3795 loss_bbox: 0.2232 loss_giou: 0.3913 loss_ce_0: 0.5789 loss_bbox_0: 0.3676 loss_giou_0: 0.6037 loss_ce_1: 0.4625 loss_bbox_1: 0.2577 loss_giou_1: 0.452 loss_ce_2: 0.4071 loss_bbox_2: 0.2379 loss_giou_2: 0.3931 loss_ce_3: 0.3924 loss_bbox_3: 0.2267 loss_giou_3: 0.391 loss_ce_4: 0.3816 loss_bbox_4: 0.2262 loss_giou_4: 0.3909 time: 0.2804 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:22] d2.utils.events INFO: eta: 1 day, 6:15:15 iter: 64419 total_loss: 6.909 loss_ce: 0.3916 loss_bbox: 0.2308 loss_giou: 0.3789 loss_ce_0: 0.5684 loss_bbox_0: 0.3696 loss_giou_0: 0.5766 loss_ce_1: 0.4725 loss_bbox_1: 0.2686 loss_giou_1: 0.4455 loss_ce_2: 0.4257 loss_bbox_2: 0.2377 loss_giou_2: 0.4062 loss_ce_3: 0.4056 loss_bbox_3: 0.238 loss_giou_3: 0.3889 loss_ce_4: 0.3961 loss_bbox_4: 0.2374 loss_giou_4: 0.3846 time: 0.2804 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:28] d2.utils.events INFO: eta: 1 day, 6:15:09 iter: 64439 total_loss: 6.603 loss_ce: 0.3869 loss_bbox: 0.2036 loss_giou: 0.381 loss_ce_0: 0.5377 loss_bbox_0: 0.3652 loss_giou_0: 0.5936 loss_ce_1: 0.4588 loss_bbox_1: 0.2451 loss_giou_1: 0.4405 loss_ce_2: 0.4033 loss_bbox_2: 0.2227 loss_giou_2: 0.3986 loss_ce_3: 0.387 loss_bbox_3: 0.2092 loss_giou_3: 0.3851 loss_ce_4: 0.3875 loss_bbox_4: 0.2067 loss_giou_4: 0.3824 time: 0.2804 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:34] d2.utils.events INFO: eta: 1 day, 6:13:59 iter: 64459 total_loss: 6.753 loss_ce: 0.3681 loss_bbox: 0.2343 loss_giou: 0.3861 loss_ce_0: 0.552 loss_bbox_0: 0.3691 loss_giou_0: 0.5485 loss_ce_1: 0.4521 loss_bbox_1: 0.2686 loss_giou_1: 0.4444 loss_ce_2: 0.3871 loss_bbox_2: 0.2502 loss_giou_2: 0.3978 loss_ce_3: 0.3717 loss_bbox_3: 0.2425 loss_giou_3: 0.386 loss_ce_4: 0.3685 loss_bbox_4: 0.2377 loss_giou_4: 0.3883 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:39] d2.utils.events INFO: eta: 1 day, 6:13:39 iter: 64479 total_loss: 6.873 loss_ce: 0.3914 loss_bbox: 0.211 loss_giou: 0.3831 loss_ce_0: 0.5966 loss_bbox_0: 0.3664 loss_giou_0: 0.5733 loss_ce_1: 0.4806 loss_bbox_1: 0.2584 loss_giou_1: 0.437 loss_ce_2: 0.4234 loss_bbox_2: 0.2248 loss_giou_2: 0.3994 loss_ce_3: 0.4063 loss_bbox_3: 0.2118 loss_giou_3: 0.385 loss_ce_4: 0.391 loss_bbox_4: 0.2102 loss_giou_4: 0.3866 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:45] d2.utils.events INFO: eta: 1 day, 6:12:52 iter: 64499 total_loss: 6.755 loss_ce: 0.404 loss_bbox: 0.216 loss_giou: 0.389 loss_ce_0: 0.5851 loss_bbox_0: 0.3644 loss_giou_0: 0.5807 loss_ce_1: 0.4832 loss_bbox_1: 0.2474 loss_giou_1: 0.4387 loss_ce_2: 0.4314 loss_bbox_2: 0.225 loss_giou_2: 0.4047 loss_ce_3: 0.4079 loss_bbox_3: 0.2196 loss_giou_3: 0.3921 loss_ce_4: 0.4013 loss_bbox_4: 0.2145 loss_giou_4: 0.3894 time: 0.2804 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:51] d2.utils.events INFO: eta: 1 day, 6:12:46 iter: 64519 total_loss: 6.872 loss_ce: 0.3942 loss_bbox: 0.2353 loss_giou: 0.3824 loss_ce_0: 0.5661 loss_bbox_0: 0.4009 loss_giou_0: 0.5849 loss_ce_1: 0.4896 loss_bbox_1: 0.2697 loss_giou_1: 0.4307 loss_ce_2: 0.4213 loss_bbox_2: 0.2417 loss_giou_2: 0.3928 loss_ce_3: 0.3937 loss_bbox_3: 0.2368 loss_giou_3: 0.3849 loss_ce_4: 0.3919 loss_bbox_4: 0.237 loss_giou_4: 0.3785 time: 0.2804 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 18:26:56] d2.utils.events INFO: eta: 1 day, 6:12:25 iter: 64539 total_loss: 6.525 loss_ce: 0.3808 loss_bbox: 0.2334 loss_giou: 0.3629 loss_ce_0: 0.5572 loss_bbox_0: 0.3717 loss_giou_0: 0.5601 loss_ce_1: 0.4692 loss_bbox_1: 0.2552 loss_giou_1: 0.4109 loss_ce_2: 0.4179 loss_bbox_2: 0.2419 loss_giou_2: 0.3787 loss_ce_3: 0.39 loss_bbox_3: 0.2381 loss_giou_3: 0.3672 loss_ce_4: 0.381 loss_bbox_4: 0.2343 loss_giou_4: 0.3651 time: 0.2804 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:02] d2.utils.events INFO: eta: 1 day, 6:12:35 iter: 64559 total_loss: 6.666 loss_ce: 0.3852 loss_bbox: 0.2207 loss_giou: 0.3864 loss_ce_0: 0.553 loss_bbox_0: 0.3647 loss_giou_0: 0.5696 loss_ce_1: 0.4528 loss_bbox_1: 0.2525 loss_giou_1: 0.4263 loss_ce_2: 0.4107 loss_bbox_2: 0.2313 loss_giou_2: 0.3946 loss_ce_3: 0.3858 loss_bbox_3: 0.2262 loss_giou_3: 0.3951 loss_ce_4: 0.384 loss_bbox_4: 0.2292 loss_giou_4: 0.3909 time: 0.2804 data_time: 0.0196 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:08] d2.utils.events INFO: eta: 1 day, 6:12:33 iter: 64579 total_loss: 6.907 loss_ce: 0.3911 loss_bbox: 0.2221 loss_giou: 0.3774 loss_ce_0: 0.5839 loss_bbox_0: 0.3878 loss_giou_0: 0.5719 loss_ce_1: 0.4847 loss_bbox_1: 0.2662 loss_giou_1: 0.4244 loss_ce_2: 0.4258 loss_bbox_2: 0.2443 loss_giou_2: 0.3938 loss_ce_3: 0.4015 loss_bbox_3: 0.2334 loss_giou_3: 0.3762 loss_ce_4: 0.397 loss_bbox_4: 0.2286 loss_giou_4: 0.3734 time: 0.2804 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:13] d2.utils.events INFO: eta: 1 day, 6:12:08 iter: 64599 total_loss: 6.64 loss_ce: 0.3615 loss_bbox: 0.229 loss_giou: 0.3844 loss_ce_0: 0.5348 loss_bbox_0: 0.3727 loss_giou_0: 0.5761 loss_ce_1: 0.4501 loss_bbox_1: 0.2613 loss_giou_1: 0.427 loss_ce_2: 0.3982 loss_bbox_2: 0.2384 loss_giou_2: 0.397 loss_ce_3: 0.3727 loss_bbox_3: 0.2334 loss_giou_3: 0.3902 loss_ce_4: 0.358 loss_bbox_4: 0.2342 loss_giou_4: 0.3853 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:19] d2.utils.events INFO: eta: 1 day, 6:11:53 iter: 64619 total_loss: 6.788 loss_ce: 0.3786 loss_bbox: 0.2401 loss_giou: 0.3829 loss_ce_0: 0.5458 loss_bbox_0: 0.3789 loss_giou_0: 0.5694 loss_ce_1: 0.4448 loss_bbox_1: 0.2833 loss_giou_1: 0.4289 loss_ce_2: 0.3941 loss_bbox_2: 0.256 loss_giou_2: 0.3879 loss_ce_3: 0.3811 loss_bbox_3: 0.2417 loss_giou_3: 0.3876 loss_ce_4: 0.3805 loss_bbox_4: 0.2377 loss_giou_4: 0.381 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:25] d2.utils.events INFO: eta: 1 day, 6:11:36 iter: 64639 total_loss: 6.817 loss_ce: 0.3851 loss_bbox: 0.243 loss_giou: 0.3962 loss_ce_0: 0.5845 loss_bbox_0: 0.3705 loss_giou_0: 0.6088 loss_ce_1: 0.4613 loss_bbox_1: 0.2767 loss_giou_1: 0.4495 loss_ce_2: 0.4241 loss_bbox_2: 0.2513 loss_giou_2: 0.412 loss_ce_3: 0.3909 loss_bbox_3: 0.2475 loss_giou_3: 0.3982 loss_ce_4: 0.3878 loss_bbox_4: 0.2444 loss_giou_4: 0.3976 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:31] d2.utils.events INFO: eta: 1 day, 6:11:56 iter: 64659 total_loss: 6.722 loss_ce: 0.383 loss_bbox: 0.2189 loss_giou: 0.3943 loss_ce_0: 0.5633 loss_bbox_0: 0.3788 loss_giou_0: 0.601 loss_ce_1: 0.4643 loss_bbox_1: 0.2553 loss_giou_1: 0.4483 loss_ce_2: 0.4189 loss_bbox_2: 0.2331 loss_giou_2: 0.4192 loss_ce_3: 0.391 loss_bbox_3: 0.2192 loss_giou_3: 0.4049 loss_ce_4: 0.3847 loss_bbox_4: 0.2178 loss_giou_4: 0.3963 time: 0.2804 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:36] d2.utils.events INFO: eta: 1 day, 6:11:25 iter: 64679 total_loss: 6.254 loss_ce: 0.3569 loss_bbox: 0.218 loss_giou: 0.3613 loss_ce_0: 0.535 loss_bbox_0: 0.3611 loss_giou_0: 0.5512 loss_ce_1: 0.4469 loss_bbox_1: 0.25 loss_giou_1: 0.4117 loss_ce_2: 0.3911 loss_bbox_2: 0.2287 loss_giou_2: 0.3793 loss_ce_3: 0.3708 loss_bbox_3: 0.2212 loss_giou_3: 0.3696 loss_ce_4: 0.3627 loss_bbox_4: 0.2229 loss_giou_4: 0.3662 time: 0.2804 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:42] d2.utils.events INFO: eta: 1 day, 6:11:04 iter: 64699 total_loss: 6.425 loss_ce: 0.3762 loss_bbox: 0.2164 loss_giou: 0.3629 loss_ce_0: 0.5579 loss_bbox_0: 0.3631 loss_giou_0: 0.5379 loss_ce_1: 0.4535 loss_bbox_1: 0.2504 loss_giou_1: 0.3955 loss_ce_2: 0.3983 loss_bbox_2: 0.2338 loss_giou_2: 0.3677 loss_ce_3: 0.3774 loss_bbox_3: 0.222 loss_giou_3: 0.365 loss_ce_4: 0.3749 loss_bbox_4: 0.2173 loss_giou_4: 0.3592 time: 0.2804 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:48] d2.utils.events INFO: eta: 1 day, 6:10:02 iter: 64719 total_loss: 6.772 loss_ce: 0.3823 loss_bbox: 0.2365 loss_giou: 0.3803 loss_ce_0: 0.5667 loss_bbox_0: 0.3584 loss_giou_0: 0.591 loss_ce_1: 0.4777 loss_bbox_1: 0.2711 loss_giou_1: 0.4383 loss_ce_2: 0.4161 loss_bbox_2: 0.2498 loss_giou_2: 0.4025 loss_ce_3: 0.3978 loss_bbox_3: 0.243 loss_giou_3: 0.3958 loss_ce_4: 0.3773 loss_bbox_4: 0.2379 loss_giou_4: 0.3853 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:53] d2.utils.events INFO: eta: 1 day, 6:09:14 iter: 64739 total_loss: 6.467 loss_ce: 0.38 loss_bbox: 0.2137 loss_giou: 0.359 loss_ce_0: 0.5534 loss_bbox_0: 0.3658 loss_giou_0: 0.5603 loss_ce_1: 0.4684 loss_bbox_1: 0.2513 loss_giou_1: 0.4168 loss_ce_2: 0.4046 loss_bbox_2: 0.2309 loss_giou_2: 0.3899 loss_ce_3: 0.3769 loss_bbox_3: 0.224 loss_giou_3: 0.3736 loss_ce_4: 0.3754 loss_bbox_4: 0.2139 loss_giou_4: 0.3645 time: 0.2804 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 18:27:59] d2.utils.events INFO: eta: 1 day, 6:08:15 iter: 64759 total_loss: 6.96 loss_ce: 0.4129 loss_bbox: 0.2248 loss_giou: 0.3819 loss_ce_0: 0.5957 loss_bbox_0: 0.3767 loss_giou_0: 0.5759 loss_ce_1: 0.493 loss_bbox_1: 0.266 loss_giou_1: 0.4337 loss_ce_2: 0.4484 loss_bbox_2: 0.2409 loss_giou_2: 0.3948 loss_ce_3: 0.4229 loss_bbox_3: 0.2338 loss_giou_3: 0.3769 loss_ce_4: 0.4129 loss_bbox_4: 0.2286 loss_giou_4: 0.3718 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:05] d2.utils.events INFO: eta: 1 day, 6:07:49 iter: 64779 total_loss: 6.692 loss_ce: 0.4019 loss_bbox: 0.2209 loss_giou: 0.3889 loss_ce_0: 0.564 loss_bbox_0: 0.3698 loss_giou_0: 0.5814 loss_ce_1: 0.4695 loss_bbox_1: 0.2557 loss_giou_1: 0.4437 loss_ce_2: 0.4317 loss_bbox_2: 0.2337 loss_giou_2: 0.4053 loss_ce_3: 0.4115 loss_bbox_3: 0.2296 loss_giou_3: 0.3978 loss_ce_4: 0.3983 loss_bbox_4: 0.2219 loss_giou_4: 0.3926 time: 0.2804 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:10] d2.utils.events INFO: eta: 1 day, 6:06:56 iter: 64799 total_loss: 6.965 loss_ce: 0.3854 loss_bbox: 0.2307 loss_giou: 0.4132 loss_ce_0: 0.5603 loss_bbox_0: 0.3835 loss_giou_0: 0.6037 loss_ce_1: 0.4741 loss_bbox_1: 0.273 loss_giou_1: 0.4659 loss_ce_2: 0.4241 loss_bbox_2: 0.245 loss_giou_2: 0.4339 loss_ce_3: 0.3982 loss_bbox_3: 0.2394 loss_giou_3: 0.4198 loss_ce_4: 0.3829 loss_bbox_4: 0.2339 loss_giou_4: 0.4109 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:16] d2.utils.events INFO: eta: 1 day, 6:05:29 iter: 64819 total_loss: 6.51 loss_ce: 0.387 loss_bbox: 0.2199 loss_giou: 0.3691 loss_ce_0: 0.5454 loss_bbox_0: 0.389 loss_giou_0: 0.5523 loss_ce_1: 0.4565 loss_bbox_1: 0.2685 loss_giou_1: 0.4106 loss_ce_2: 0.3894 loss_bbox_2: 0.2326 loss_giou_2: 0.3837 loss_ce_3: 0.3861 loss_bbox_3: 0.2304 loss_giou_3: 0.3699 loss_ce_4: 0.39 loss_bbox_4: 0.2264 loss_giou_4: 0.3708 time: 0.2804 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:22] d2.utils.events INFO: eta: 1 day, 6:05:42 iter: 64839 total_loss: 6.804 loss_ce: 0.387 loss_bbox: 0.2113 loss_giou: 0.3714 loss_ce_0: 0.5711 loss_bbox_0: 0.3603 loss_giou_0: 0.5755 loss_ce_1: 0.4642 loss_bbox_1: 0.2536 loss_giou_1: 0.4335 loss_ce_2: 0.4073 loss_bbox_2: 0.2312 loss_giou_2: 0.398 loss_ce_3: 0.3899 loss_bbox_3: 0.2192 loss_giou_3: 0.383 loss_ce_4: 0.3863 loss_bbox_4: 0.2168 loss_giou_4: 0.3718 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:27] d2.utils.events INFO: eta: 1 day, 6:05:37 iter: 64859 total_loss: 6.297 loss_ce: 0.3793 loss_bbox: 0.2052 loss_giou: 0.3357 loss_ce_0: 0.5466 loss_bbox_0: 0.3566 loss_giou_0: 0.555 loss_ce_1: 0.4614 loss_bbox_1: 0.247 loss_giou_1: 0.396 loss_ce_2: 0.4024 loss_bbox_2: 0.2286 loss_giou_2: 0.3502 loss_ce_3: 0.3876 loss_bbox_3: 0.2115 loss_giou_3: 0.3391 loss_ce_4: 0.3829 loss_bbox_4: 0.2106 loss_giou_4: 0.3438 time: 0.2804 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:33] d2.utils.events INFO: eta: 1 day, 6:05:52 iter: 64879 total_loss: 6.732 loss_ce: 0.3849 loss_bbox: 0.2084 loss_giou: 0.3745 loss_ce_0: 0.5659 loss_bbox_0: 0.3635 loss_giou_0: 0.59 loss_ce_1: 0.4743 loss_bbox_1: 0.2498 loss_giou_1: 0.4204 loss_ce_2: 0.4139 loss_bbox_2: 0.2289 loss_giou_2: 0.3935 loss_ce_3: 0.3885 loss_bbox_3: 0.219 loss_giou_3: 0.3897 loss_ce_4: 0.3818 loss_bbox_4: 0.2134 loss_giou_4: 0.3804 time: 0.2804 data_time: 0.0196 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:39] d2.utils.events INFO: eta: 1 day, 6:06:03 iter: 64899 total_loss: 6.721 loss_ce: 0.3803 loss_bbox: 0.2109 loss_giou: 0.3773 loss_ce_0: 0.5504 loss_bbox_0: 0.3601 loss_giou_0: 0.5714 loss_ce_1: 0.458 loss_bbox_1: 0.2444 loss_giou_1: 0.4336 loss_ce_2: 0.3992 loss_bbox_2: 0.2265 loss_giou_2: 0.3993 loss_ce_3: 0.386 loss_bbox_3: 0.2171 loss_giou_3: 0.3877 loss_ce_4: 0.3893 loss_bbox_4: 0.2147 loss_giou_4: 0.3803 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:45] d2.utils.events INFO: eta: 1 day, 6:06:15 iter: 64919 total_loss: 6.956 loss_ce: 0.4008 loss_bbox: 0.2151 loss_giou: 0.4013 loss_ce_0: 0.5682 loss_bbox_0: 0.3687 loss_giou_0: 0.6144 loss_ce_1: 0.47 loss_bbox_1: 0.2502 loss_giou_1: 0.4585 loss_ce_2: 0.4319 loss_bbox_2: 0.2326 loss_giou_2: 0.428 loss_ce_3: 0.4058 loss_bbox_3: 0.2261 loss_giou_3: 0.4046 loss_ce_4: 0.4038 loss_bbox_4: 0.2196 loss_giou_4: 0.4015 time: 0.2804 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:50] d2.utils.events INFO: eta: 1 day, 6:05:52 iter: 64939 total_loss: 6.531 loss_ce: 0.3697 loss_bbox: 0.2151 loss_giou: 0.3705 loss_ce_0: 0.554 loss_bbox_0: 0.3669 loss_giou_0: 0.5579 loss_ce_1: 0.4534 loss_bbox_1: 0.2622 loss_giou_1: 0.416 loss_ce_2: 0.392 loss_bbox_2: 0.2328 loss_giou_2: 0.3924 loss_ce_3: 0.3739 loss_bbox_3: 0.2274 loss_giou_3: 0.3803 loss_ce_4: 0.3776 loss_bbox_4: 0.2184 loss_giou_4: 0.3738 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:28:56] d2.utils.events INFO: eta: 1 day, 6:05:46 iter: 64959 total_loss: 6.437 loss_ce: 0.3639 loss_bbox: 0.2214 loss_giou: 0.378 loss_ce_0: 0.5537 loss_bbox_0: 0.3725 loss_giou_0: 0.5617 loss_ce_1: 0.4492 loss_bbox_1: 0.2595 loss_giou_1: 0.4324 loss_ce_2: 0.4036 loss_bbox_2: 0.2399 loss_giou_2: 0.3903 loss_ce_3: 0.3776 loss_bbox_3: 0.2292 loss_giou_3: 0.3903 loss_ce_4: 0.3708 loss_bbox_4: 0.2254 loss_giou_4: 0.3827 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:02] d2.utils.events INFO: eta: 1 day, 6:04:31 iter: 64979 total_loss: 6.755 loss_ce: 0.3786 loss_bbox: 0.2346 loss_giou: 0.3873 loss_ce_0: 0.57 loss_bbox_0: 0.3864 loss_giou_0: 0.5749 loss_ce_1: 0.4612 loss_bbox_1: 0.2717 loss_giou_1: 0.4331 loss_ce_2: 0.4151 loss_bbox_2: 0.2451 loss_giou_2: 0.4049 loss_ce_3: 0.3922 loss_bbox_3: 0.2407 loss_giou_3: 0.3967 loss_ce_4: 0.3813 loss_bbox_4: 0.2349 loss_giou_4: 0.3895 time: 0.2804 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:07] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0064999.pth [11/02 18:29:09] d2.utils.events INFO: eta: 1 day, 6:04:25 iter: 64999 total_loss: 6.68 loss_ce: 0.385 loss_bbox: 0.2138 loss_giou: 0.3779 loss_ce_0: 0.5545 loss_bbox_0: 0.3566 loss_giou_0: 0.5725 loss_ce_1: 0.4618 loss_bbox_1: 0.2407 loss_giou_1: 0.4262 loss_ce_2: 0.4152 loss_bbox_2: 0.2145 loss_giou_2: 0.3932 loss_ce_3: 0.3872 loss_bbox_3: 0.2175 loss_giou_3: 0.3832 loss_ce_4: 0.3816 loss_bbox_4: 0.2183 loss_giou_4: 0.3802 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:15] d2.utils.events INFO: eta: 1 day, 6:04:52 iter: 65019 total_loss: 6.673 loss_ce: 0.3878 loss_bbox: 0.2115 loss_giou: 0.4001 loss_ce_0: 0.5679 loss_bbox_0: 0.3549 loss_giou_0: 0.5857 loss_ce_1: 0.4606 loss_bbox_1: 0.2442 loss_giou_1: 0.446 loss_ce_2: 0.4138 loss_bbox_2: 0.2261 loss_giou_2: 0.4158 loss_ce_3: 0.3929 loss_bbox_3: 0.2237 loss_giou_3: 0.4104 loss_ce_4: 0.384 loss_bbox_4: 0.2188 loss_giou_4: 0.4009 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:21] d2.utils.events INFO: eta: 1 day, 6:04:35 iter: 65039 total_loss: 6.39 loss_ce: 0.3595 loss_bbox: 0.1999 loss_giou: 0.3847 loss_ce_0: 0.5499 loss_bbox_0: 0.3415 loss_giou_0: 0.5592 loss_ce_1: 0.4318 loss_bbox_1: 0.2332 loss_giou_1: 0.4317 loss_ce_2: 0.3937 loss_bbox_2: 0.2071 loss_giou_2: 0.3949 loss_ce_3: 0.3692 loss_bbox_3: 0.2043 loss_giou_3: 0.3923 loss_ce_4: 0.3582 loss_bbox_4: 0.2001 loss_giou_4: 0.3829 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:27] d2.utils.events INFO: eta: 1 day, 6:05:01 iter: 65059 total_loss: 6.943 loss_ce: 0.4174 loss_bbox: 0.2313 loss_giou: 0.3912 loss_ce_0: 0.568 loss_bbox_0: 0.3903 loss_giou_0: 0.5887 loss_ce_1: 0.4795 loss_bbox_1: 0.2775 loss_giou_1: 0.4423 loss_ce_2: 0.4369 loss_bbox_2: 0.2528 loss_giou_2: 0.4128 loss_ce_3: 0.4078 loss_bbox_3: 0.2422 loss_giou_3: 0.4003 loss_ce_4: 0.4225 loss_bbox_4: 0.2365 loss_giou_4: 0.3934 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:32] d2.utils.events INFO: eta: 1 day, 6:04:35 iter: 65079 total_loss: 6.902 loss_ce: 0.3896 loss_bbox: 0.228 loss_giou: 0.4048 loss_ce_0: 0.5712 loss_bbox_0: 0.3804 loss_giou_0: 0.5989 loss_ce_1: 0.4738 loss_bbox_1: 0.2636 loss_giou_1: 0.4572 loss_ce_2: 0.4131 loss_bbox_2: 0.2473 loss_giou_2: 0.4258 loss_ce_3: 0.3863 loss_bbox_3: 0.2344 loss_giou_3: 0.406 loss_ce_4: 0.3892 loss_bbox_4: 0.2276 loss_giou_4: 0.4034 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:38] d2.utils.events INFO: eta: 1 day, 6:04:50 iter: 65099 total_loss: 6.783 loss_ce: 0.3903 loss_bbox: 0.2246 loss_giou: 0.3791 loss_ce_0: 0.57 loss_bbox_0: 0.376 loss_giou_0: 0.5458 loss_ce_1: 0.4933 loss_bbox_1: 0.2722 loss_giou_1: 0.4186 loss_ce_2: 0.4419 loss_bbox_2: 0.2365 loss_giou_2: 0.3983 loss_ce_3: 0.4175 loss_bbox_3: 0.2321 loss_giou_3: 0.3843 loss_ce_4: 0.4011 loss_bbox_4: 0.2241 loss_giou_4: 0.383 time: 0.2804 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:44] d2.utils.events INFO: eta: 1 day, 6:05:01 iter: 65119 total_loss: 6.223 loss_ce: 0.3615 loss_bbox: 0.1959 loss_giou: 0.3458 loss_ce_0: 0.5449 loss_bbox_0: 0.3408 loss_giou_0: 0.5356 loss_ce_1: 0.4443 loss_bbox_1: 0.2387 loss_giou_1: 0.3951 loss_ce_2: 0.3914 loss_bbox_2: 0.206 loss_giou_2: 0.3622 loss_ce_3: 0.3674 loss_bbox_3: 0.2016 loss_giou_3: 0.3488 loss_ce_4: 0.3626 loss_bbox_4: 0.1926 loss_giou_4: 0.3435 time: 0.2804 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:49] d2.utils.events INFO: eta: 1 day, 6:05:08 iter: 65139 total_loss: 6.605 loss_ce: 0.3712 loss_bbox: 0.2181 loss_giou: 0.3835 loss_ce_0: 0.5528 loss_bbox_0: 0.3656 loss_giou_0: 0.5854 loss_ce_1: 0.4565 loss_bbox_1: 0.2483 loss_giou_1: 0.444 loss_ce_2: 0.3979 loss_bbox_2: 0.2236 loss_giou_2: 0.4083 loss_ce_3: 0.374 loss_bbox_3: 0.2229 loss_giou_3: 0.3933 loss_ce_4: 0.3755 loss_bbox_4: 0.218 loss_giou_4: 0.3855 time: 0.2804 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 18:29:55] d2.utils.events INFO: eta: 1 day, 6:05:15 iter: 65159 total_loss: 6.556 loss_ce: 0.3755 loss_bbox: 0.2173 loss_giou: 0.3691 loss_ce_0: 0.5728 loss_bbox_0: 0.3561 loss_giou_0: 0.5653 loss_ce_1: 0.4784 loss_bbox_1: 0.2523 loss_giou_1: 0.432 loss_ce_2: 0.4244 loss_bbox_2: 0.2253 loss_giou_2: 0.3898 loss_ce_3: 0.3823 loss_bbox_3: 0.2212 loss_giou_3: 0.3764 loss_ce_4: 0.3768 loss_bbox_4: 0.2206 loss_giou_4: 0.3702 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:01] d2.utils.events INFO: eta: 1 day, 6:05:02 iter: 65179 total_loss: 6.655 loss_ce: 0.389 loss_bbox: 0.2077 loss_giou: 0.3803 loss_ce_0: 0.5662 loss_bbox_0: 0.3695 loss_giou_0: 0.5856 loss_ce_1: 0.4784 loss_bbox_1: 0.2558 loss_giou_1: 0.4356 loss_ce_2: 0.4298 loss_bbox_2: 0.2269 loss_giou_2: 0.4032 loss_ce_3: 0.4034 loss_bbox_3: 0.2162 loss_giou_3: 0.3889 loss_ce_4: 0.3948 loss_bbox_4: 0.2127 loss_giou_4: 0.3821 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:06] d2.utils.events INFO: eta: 1 day, 6:04:49 iter: 65199 total_loss: 6.984 loss_ce: 0.4106 loss_bbox: 0.2274 loss_giou: 0.3867 loss_ce_0: 0.5874 loss_bbox_0: 0.3666 loss_giou_0: 0.6 loss_ce_1: 0.4922 loss_bbox_1: 0.2598 loss_giou_1: 0.4451 loss_ce_2: 0.4295 loss_bbox_2: 0.227 loss_giou_2: 0.4068 loss_ce_3: 0.4149 loss_bbox_3: 0.2316 loss_giou_3: 0.3932 loss_ce_4: 0.4157 loss_bbox_4: 0.2271 loss_giou_4: 0.3903 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:12] d2.utils.events INFO: eta: 1 day, 6:04:58 iter: 65219 total_loss: 6.684 loss_ce: 0.3866 loss_bbox: 0.2291 loss_giou: 0.3686 loss_ce_0: 0.5647 loss_bbox_0: 0.3633 loss_giou_0: 0.5553 loss_ce_1: 0.4737 loss_bbox_1: 0.2655 loss_giou_1: 0.4207 loss_ce_2: 0.4192 loss_bbox_2: 0.2417 loss_giou_2: 0.3915 loss_ce_3: 0.3952 loss_bbox_3: 0.2281 loss_giou_3: 0.3779 loss_ce_4: 0.3859 loss_bbox_4: 0.2286 loss_giou_4: 0.3672 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:18] d2.utils.events INFO: eta: 1 day, 6:04:40 iter: 65239 total_loss: 6.804 loss_ce: 0.406 loss_bbox: 0.2244 loss_giou: 0.4012 loss_ce_0: 0.5712 loss_bbox_0: 0.3751 loss_giou_0: 0.6051 loss_ce_1: 0.4669 loss_bbox_1: 0.2656 loss_giou_1: 0.4547 loss_ce_2: 0.4075 loss_bbox_2: 0.2406 loss_giou_2: 0.42 loss_ce_3: 0.3951 loss_bbox_3: 0.2307 loss_giou_3: 0.4032 loss_ce_4: 0.3964 loss_bbox_4: 0.2282 loss_giou_4: 0.3997 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:23] d2.utils.events INFO: eta: 1 day, 6:04:40 iter: 65259 total_loss: 6.328 loss_ce: 0.3627 loss_bbox: 0.2151 loss_giou: 0.3409 loss_ce_0: 0.5432 loss_bbox_0: 0.3705 loss_giou_0: 0.5449 loss_ce_1: 0.4555 loss_bbox_1: 0.2569 loss_giou_1: 0.3898 loss_ce_2: 0.3995 loss_bbox_2: 0.2338 loss_giou_2: 0.366 loss_ce_3: 0.3651 loss_bbox_3: 0.2203 loss_giou_3: 0.3488 loss_ce_4: 0.3622 loss_bbox_4: 0.2165 loss_giou_4: 0.3435 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:29] d2.utils.events INFO: eta: 1 day, 6:05:33 iter: 65279 total_loss: 6.715 loss_ce: 0.4072 loss_bbox: 0.2301 loss_giou: 0.3702 loss_ce_0: 0.5597 loss_bbox_0: 0.3932 loss_giou_0: 0.5541 loss_ce_1: 0.4868 loss_bbox_1: 0.2754 loss_giou_1: 0.4073 loss_ce_2: 0.4256 loss_bbox_2: 0.2425 loss_giou_2: 0.3807 loss_ce_3: 0.4063 loss_bbox_3: 0.2384 loss_giou_3: 0.3723 loss_ce_4: 0.4078 loss_bbox_4: 0.2315 loss_giou_4: 0.3691 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:35] d2.utils.events INFO: eta: 1 day, 6:05:01 iter: 65299 total_loss: 6.666 loss_ce: 0.3644 loss_bbox: 0.2163 loss_giou: 0.3782 loss_ce_0: 0.5569 loss_bbox_0: 0.3812 loss_giou_0: 0.5798 loss_ce_1: 0.4665 loss_bbox_1: 0.2634 loss_giou_1: 0.4311 loss_ce_2: 0.4035 loss_bbox_2: 0.2325 loss_giou_2: 0.3929 loss_ce_3: 0.3774 loss_bbox_3: 0.223 loss_giou_3: 0.3826 loss_ce_4: 0.3719 loss_bbox_4: 0.23 loss_giou_4: 0.3789 time: 0.2804 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:41] d2.utils.events INFO: eta: 1 day, 6:05:07 iter: 65319 total_loss: 6.471 loss_ce: 0.3759 loss_bbox: 0.2106 loss_giou: 0.3806 loss_ce_0: 0.5591 loss_bbox_0: 0.364 loss_giou_0: 0.5649 loss_ce_1: 0.4553 loss_bbox_1: 0.2412 loss_giou_1: 0.4242 loss_ce_2: 0.4048 loss_bbox_2: 0.2219 loss_giou_2: 0.39 loss_ce_3: 0.3729 loss_bbox_3: 0.2139 loss_giou_3: 0.3832 loss_ce_4: 0.3746 loss_bbox_4: 0.2107 loss_giou_4: 0.3821 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:46] d2.utils.events INFO: eta: 1 day, 6:04:41 iter: 65339 total_loss: 6.666 loss_ce: 0.3918 loss_bbox: 0.2388 loss_giou: 0.3572 loss_ce_0: 0.5686 loss_bbox_0: 0.4058 loss_giou_0: 0.5708 loss_ce_1: 0.4764 loss_bbox_1: 0.266 loss_giou_1: 0.4174 loss_ce_2: 0.4279 loss_bbox_2: 0.2557 loss_giou_2: 0.3885 loss_ce_3: 0.4013 loss_bbox_3: 0.2463 loss_giou_3: 0.3708 loss_ce_4: 0.3853 loss_bbox_4: 0.2378 loss_giou_4: 0.361 time: 0.2804 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:52] d2.utils.events INFO: eta: 1 day, 6:04:47 iter: 65359 total_loss: 6.824 loss_ce: 0.3794 loss_bbox: 0.2267 loss_giou: 0.3872 loss_ce_0: 0.5594 loss_bbox_0: 0.3674 loss_giou_0: 0.5765 loss_ce_1: 0.4787 loss_bbox_1: 0.2574 loss_giou_1: 0.4269 loss_ce_2: 0.4121 loss_bbox_2: 0.2297 loss_giou_2: 0.3969 loss_ce_3: 0.3892 loss_bbox_3: 0.2257 loss_giou_3: 0.389 loss_ce_4: 0.3823 loss_bbox_4: 0.2267 loss_giou_4: 0.3841 time: 0.2804 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/02 18:30:58] d2.utils.events INFO: eta: 1 day, 6:04:21 iter: 65379 total_loss: 6.834 loss_ce: 0.3846 loss_bbox: 0.2155 loss_giou: 0.37 loss_ce_0: 0.5517 loss_bbox_0: 0.3589 loss_giou_0: 0.5592 loss_ce_1: 0.4597 loss_bbox_1: 0.2481 loss_giou_1: 0.4208 loss_ce_2: 0.4165 loss_bbox_2: 0.2273 loss_giou_2: 0.3933 loss_ce_3: 0.3917 loss_bbox_3: 0.2192 loss_giou_3: 0.373 loss_ce_4: 0.3838 loss_bbox_4: 0.217 loss_giou_4: 0.3744 time: 0.2804 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:03] d2.utils.events INFO: eta: 1 day, 6:04:44 iter: 65399 total_loss: 7.005 loss_ce: 0.3962 loss_bbox: 0.2342 loss_giou: 0.4082 loss_ce_0: 0.6072 loss_bbox_0: 0.3711 loss_giou_0: 0.6312 loss_ce_1: 0.4853 loss_bbox_1: 0.2673 loss_giou_1: 0.4692 loss_ce_2: 0.4374 loss_bbox_2: 0.2448 loss_giou_2: 0.4237 loss_ce_3: 0.4022 loss_bbox_3: 0.2377 loss_giou_3: 0.4104 loss_ce_4: 0.3926 loss_bbox_4: 0.2344 loss_giou_4: 0.407 time: 0.2804 data_time: 0.0183 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:09] d2.utils.events INFO: eta: 1 day, 6:06:03 iter: 65419 total_loss: 6.785 loss_ce: 0.3833 loss_bbox: 0.226 loss_giou: 0.3685 loss_ce_0: 0.5706 loss_bbox_0: 0.3748 loss_giou_0: 0.5695 loss_ce_1: 0.4709 loss_bbox_1: 0.2601 loss_giou_1: 0.4271 loss_ce_2: 0.4169 loss_bbox_2: 0.2439 loss_giou_2: 0.3872 loss_ce_3: 0.3839 loss_bbox_3: 0.2359 loss_giou_3: 0.3741 loss_ce_4: 0.3894 loss_bbox_4: 0.2282 loss_giou_4: 0.3708 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:15] d2.utils.events INFO: eta: 1 day, 6:04:33 iter: 65439 total_loss: 6.806 loss_ce: 0.3688 loss_bbox: 0.2251 loss_giou: 0.4017 loss_ce_0: 0.548 loss_bbox_0: 0.3677 loss_giou_0: 0.5669 loss_ce_1: 0.4487 loss_bbox_1: 0.2616 loss_giou_1: 0.436 loss_ce_2: 0.3858 loss_bbox_2: 0.2331 loss_giou_2: 0.4093 loss_ce_3: 0.3752 loss_bbox_3: 0.2303 loss_giou_3: 0.3992 loss_ce_4: 0.3712 loss_bbox_4: 0.2356 loss_giou_4: 0.4011 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:20] d2.utils.events INFO: eta: 1 day, 6:04:56 iter: 65459 total_loss: 6.632 loss_ce: 0.395 loss_bbox: 0.2014 loss_giou: 0.3824 loss_ce_0: 0.5752 loss_bbox_0: 0.359 loss_giou_0: 0.5656 loss_ce_1: 0.4789 loss_bbox_1: 0.2351 loss_giou_1: 0.4286 loss_ce_2: 0.4267 loss_bbox_2: 0.2133 loss_giou_2: 0.4004 loss_ce_3: 0.4015 loss_bbox_3: 0.2069 loss_giou_3: 0.3906 loss_ce_4: 0.3926 loss_bbox_4: 0.2036 loss_giou_4: 0.3893 time: 0.2804 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:26] d2.utils.events INFO: eta: 1 day, 6:04:37 iter: 65479 total_loss: 6.575 loss_ce: 0.3736 loss_bbox: 0.2138 loss_giou: 0.3789 loss_ce_0: 0.571 loss_bbox_0: 0.3513 loss_giou_0: 0.5708 loss_ce_1: 0.4907 loss_bbox_1: 0.25 loss_giou_1: 0.4256 loss_ce_2: 0.423 loss_bbox_2: 0.2275 loss_giou_2: 0.3963 loss_ce_3: 0.4014 loss_bbox_3: 0.2157 loss_giou_3: 0.3826 loss_ce_4: 0.3834 loss_bbox_4: 0.2174 loss_giou_4: 0.3809 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:32] d2.utils.events INFO: eta: 1 day, 6:05:40 iter: 65499 total_loss: 6.822 loss_ce: 0.3898 loss_bbox: 0.2145 loss_giou: 0.3679 loss_ce_0: 0.566 loss_bbox_0: 0.3842 loss_giou_0: 0.5496 loss_ce_1: 0.4847 loss_bbox_1: 0.253 loss_giou_1: 0.4281 loss_ce_2: 0.4282 loss_bbox_2: 0.2224 loss_giou_2: 0.3887 loss_ce_3: 0.3948 loss_bbox_3: 0.2122 loss_giou_3: 0.3808 loss_ce_4: 0.3914 loss_bbox_4: 0.2146 loss_giou_4: 0.3729 time: 0.2804 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:38] d2.utils.events INFO: eta: 1 day, 6:06:03 iter: 65519 total_loss: 6.698 loss_ce: 0.3801 loss_bbox: 0.2257 loss_giou: 0.3879 loss_ce_0: 0.5686 loss_bbox_0: 0.3622 loss_giou_0: 0.5772 loss_ce_1: 0.4694 loss_bbox_1: 0.2529 loss_giou_1: 0.4535 loss_ce_2: 0.4091 loss_bbox_2: 0.2383 loss_giou_2: 0.4056 loss_ce_3: 0.384 loss_bbox_3: 0.2308 loss_giou_3: 0.3945 loss_ce_4: 0.3775 loss_bbox_4: 0.2251 loss_giou_4: 0.3921 time: 0.2804 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:43] d2.utils.events INFO: eta: 1 day, 6:04:50 iter: 65539 total_loss: 7.078 loss_ce: 0.4243 loss_bbox: 0.2258 loss_giou: 0.4031 loss_ce_0: 0.5863 loss_bbox_0: 0.3817 loss_giou_0: 0.6209 loss_ce_1: 0.5011 loss_bbox_1: 0.264 loss_giou_1: 0.4519 loss_ce_2: 0.4502 loss_bbox_2: 0.2386 loss_giou_2: 0.4218 loss_ce_3: 0.4247 loss_bbox_3: 0.2334 loss_giou_3: 0.4109 loss_ce_4: 0.4295 loss_bbox_4: 0.2291 loss_giou_4: 0.3992 time: 0.2804 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:49] d2.utils.events INFO: eta: 1 day, 6:04:44 iter: 65559 total_loss: 6.855 loss_ce: 0.3951 loss_bbox: 0.228 loss_giou: 0.3778 loss_ce_0: 0.5634 loss_bbox_0: 0.3721 loss_giou_0: 0.5367 loss_ce_1: 0.4663 loss_bbox_1: 0.2513 loss_giou_1: 0.4229 loss_ce_2: 0.4256 loss_bbox_2: 0.2312 loss_giou_2: 0.3957 loss_ce_3: 0.3945 loss_bbox_3: 0.2269 loss_giou_3: 0.3865 loss_ce_4: 0.3961 loss_bbox_4: 0.2249 loss_giou_4: 0.3815 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 18:31:55] d2.utils.events INFO: eta: 1 day, 6:05:46 iter: 65579 total_loss: 7.113 loss_ce: 0.4042 loss_bbox: 0.2405 loss_giou: 0.4024 loss_ce_0: 0.5851 loss_bbox_0: 0.3824 loss_giou_0: 0.6079 loss_ce_1: 0.4759 loss_bbox_1: 0.2735 loss_giou_1: 0.4552 loss_ce_2: 0.4275 loss_bbox_2: 0.2543 loss_giou_2: 0.4242 loss_ce_3: 0.4099 loss_bbox_3: 0.2432 loss_giou_3: 0.409 loss_ce_4: 0.4079 loss_bbox_4: 0.2435 loss_giou_4: 0.4084 time: 0.2804 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:00] d2.utils.events INFO: eta: 1 day, 6:05:48 iter: 65599 total_loss: 6.729 loss_ce: 0.3796 loss_bbox: 0.2359 loss_giou: 0.3742 loss_ce_0: 0.5548 loss_bbox_0: 0.3838 loss_giou_0: 0.584 loss_ce_1: 0.4601 loss_bbox_1: 0.2647 loss_giou_1: 0.4327 loss_ce_2: 0.4014 loss_bbox_2: 0.2398 loss_giou_2: 0.3943 loss_ce_3: 0.3885 loss_bbox_3: 0.2375 loss_giou_3: 0.3838 loss_ce_4: 0.3789 loss_bbox_4: 0.2335 loss_giou_4: 0.3767 time: 0.2804 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:06] d2.utils.events INFO: eta: 1 day, 6:05:47 iter: 65619 total_loss: 6.738 loss_ce: 0.3805 loss_bbox: 0.2201 loss_giou: 0.3806 loss_ce_0: 0.5467 loss_bbox_0: 0.3716 loss_giou_0: 0.581 loss_ce_1: 0.4443 loss_bbox_1: 0.2587 loss_giou_1: 0.4376 loss_ce_2: 0.4158 loss_bbox_2: 0.2358 loss_giou_2: 0.4129 loss_ce_3: 0.3891 loss_bbox_3: 0.226 loss_giou_3: 0.3892 loss_ce_4: 0.3789 loss_bbox_4: 0.2229 loss_giou_4: 0.3814 time: 0.2804 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:12] d2.utils.events INFO: eta: 1 day, 6:07:09 iter: 65639 total_loss: 6.785 loss_ce: 0.4038 loss_bbox: 0.2219 loss_giou: 0.3894 loss_ce_0: 0.5622 loss_bbox_0: 0.3679 loss_giou_0: 0.5825 loss_ce_1: 0.4662 loss_bbox_1: 0.2515 loss_giou_1: 0.4399 loss_ce_2: 0.43 loss_bbox_2: 0.2272 loss_giou_2: 0.4096 loss_ce_3: 0.4133 loss_bbox_3: 0.2208 loss_giou_3: 0.3969 loss_ce_4: 0.4042 loss_bbox_4: 0.2205 loss_giou_4: 0.3894 time: 0.2804 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:18] d2.utils.events INFO: eta: 1 day, 6:06:08 iter: 65659 total_loss: 6.681 loss_ce: 0.3571 loss_bbox: 0.2091 loss_giou: 0.3866 loss_ce_0: 0.5377 loss_bbox_0: 0.3557 loss_giou_0: 0.5667 loss_ce_1: 0.4537 loss_bbox_1: 0.2518 loss_giou_1: 0.4395 loss_ce_2: 0.3893 loss_bbox_2: 0.2312 loss_giou_2: 0.4118 loss_ce_3: 0.3652 loss_bbox_3: 0.2194 loss_giou_3: 0.3968 loss_ce_4: 0.3636 loss_bbox_4: 0.2149 loss_giou_4: 0.3917 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:23] d2.utils.events INFO: eta: 1 day, 6:06:58 iter: 65679 total_loss: 6.601 loss_ce: 0.3651 loss_bbox: 0.2148 loss_giou: 0.376 loss_ce_0: 0.568 loss_bbox_0: 0.3652 loss_giou_0: 0.5652 loss_ce_1: 0.4625 loss_bbox_1: 0.2496 loss_giou_1: 0.4249 loss_ce_2: 0.4103 loss_bbox_2: 0.2179 loss_giou_2: 0.3872 loss_ce_3: 0.3779 loss_bbox_3: 0.2171 loss_giou_3: 0.3781 loss_ce_4: 0.3735 loss_bbox_4: 0.2142 loss_giou_4: 0.3784 time: 0.2804 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:29] d2.utils.events INFO: eta: 1 day, 6:06:52 iter: 65699 total_loss: 6.413 loss_ce: 0.3577 loss_bbox: 0.2031 loss_giou: 0.3748 loss_ce_0: 0.5333 loss_bbox_0: 0.3423 loss_giou_0: 0.5699 loss_ce_1: 0.4532 loss_bbox_1: 0.239 loss_giou_1: 0.4229 loss_ce_2: 0.3831 loss_bbox_2: 0.2188 loss_giou_2: 0.3951 loss_ce_3: 0.3574 loss_bbox_3: 0.2118 loss_giou_3: 0.3804 loss_ce_4: 0.3537 loss_bbox_4: 0.2011 loss_giou_4: 0.3766 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:35] d2.utils.events INFO: eta: 1 day, 6:07:48 iter: 65719 total_loss: 6.664 loss_ce: 0.4001 loss_bbox: 0.2139 loss_giou: 0.3991 loss_ce_0: 0.5756 loss_bbox_0: 0.3682 loss_giou_0: 0.6169 loss_ce_1: 0.4752 loss_bbox_1: 0.2434 loss_giou_1: 0.4602 loss_ce_2: 0.4253 loss_bbox_2: 0.226 loss_giou_2: 0.4175 loss_ce_3: 0.4109 loss_bbox_3: 0.222 loss_giou_3: 0.4091 loss_ce_4: 0.402 loss_bbox_4: 0.2171 loss_giou_4: 0.3995 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:40] d2.utils.events INFO: eta: 1 day, 6:07:51 iter: 65739 total_loss: 6.474 loss_ce: 0.3818 loss_bbox: 0.2009 loss_giou: 0.3784 loss_ce_0: 0.5485 loss_bbox_0: 0.3469 loss_giou_0: 0.5799 loss_ce_1: 0.4517 loss_bbox_1: 0.246 loss_giou_1: 0.4372 loss_ce_2: 0.4137 loss_bbox_2: 0.2192 loss_giou_2: 0.3954 loss_ce_3: 0.3884 loss_bbox_3: 0.2092 loss_giou_3: 0.3871 loss_ce_4: 0.3888 loss_bbox_4: 0.2039 loss_giou_4: 0.3799 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:46] d2.utils.events INFO: eta: 1 day, 6:07:57 iter: 65759 total_loss: 6.507 loss_ce: 0.3555 loss_bbox: 0.2089 loss_giou: 0.388 loss_ce_0: 0.5391 loss_bbox_0: 0.369 loss_giou_0: 0.5813 loss_ce_1: 0.4507 loss_bbox_1: 0.2438 loss_giou_1: 0.4348 loss_ce_2: 0.3909 loss_bbox_2: 0.2225 loss_giou_2: 0.4016 loss_ce_3: 0.3637 loss_bbox_3: 0.2142 loss_giou_3: 0.3939 loss_ce_4: 0.357 loss_bbox_4: 0.2105 loss_giou_4: 0.3894 time: 0.2804 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:52] d2.utils.events INFO: eta: 1 day, 6:08:01 iter: 65779 total_loss: 6.874 loss_ce: 0.3986 loss_bbox: 0.2258 loss_giou: 0.3822 loss_ce_0: 0.5628 loss_bbox_0: 0.3839 loss_giou_0: 0.5743 loss_ce_1: 0.4699 loss_bbox_1: 0.2684 loss_giou_1: 0.4324 loss_ce_2: 0.4267 loss_bbox_2: 0.2353 loss_giou_2: 0.4007 loss_ce_3: 0.4115 loss_bbox_3: 0.234 loss_giou_3: 0.3898 loss_ce_4: 0.3965 loss_bbox_4: 0.2237 loss_giou_4: 0.3835 time: 0.2804 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 18:32:58] d2.utils.events INFO: eta: 1 day, 6:08:23 iter: 65799 total_loss: 6.789 loss_ce: 0.3879 loss_bbox: 0.2219 loss_giou: 0.3791 loss_ce_0: 0.5366 loss_bbox_0: 0.375 loss_giou_0: 0.5791 loss_ce_1: 0.4615 loss_bbox_1: 0.2578 loss_giou_1: 0.4348 loss_ce_2: 0.4237 loss_bbox_2: 0.2332 loss_giou_2: 0.4018 loss_ce_3: 0.385 loss_bbox_3: 0.228 loss_giou_3: 0.3868 loss_ce_4: 0.3896 loss_bbox_4: 0.2257 loss_giou_4: 0.3827 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:03] d2.utils.events INFO: eta: 1 day, 6:09:48 iter: 65819 total_loss: 6.817 loss_ce: 0.4229 loss_bbox: 0.2269 loss_giou: 0.4035 loss_ce_0: 0.5745 loss_bbox_0: 0.3766 loss_giou_0: 0.6054 loss_ce_1: 0.4961 loss_bbox_1: 0.2535 loss_giou_1: 0.4604 loss_ce_2: 0.4461 loss_bbox_2: 0.2308 loss_giou_2: 0.4139 loss_ce_3: 0.4212 loss_bbox_3: 0.231 loss_giou_3: 0.4066 loss_ce_4: 0.4163 loss_bbox_4: 0.2322 loss_giou_4: 0.4 time: 0.2804 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:09] d2.utils.events INFO: eta: 1 day, 6:09:52 iter: 65839 total_loss: 6.743 loss_ce: 0.3848 loss_bbox: 0.2186 loss_giou: 0.3733 loss_ce_0: 0.5642 loss_bbox_0: 0.3662 loss_giou_0: 0.5731 loss_ce_1: 0.4677 loss_bbox_1: 0.2736 loss_giou_1: 0.419 loss_ce_2: 0.4165 loss_bbox_2: 0.2338 loss_giou_2: 0.4012 loss_ce_3: 0.3879 loss_bbox_3: 0.2292 loss_giou_3: 0.3874 loss_ce_4: 0.3893 loss_bbox_4: 0.2258 loss_giou_4: 0.3809 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:15] d2.utils.events INFO: eta: 1 day, 6:09:11 iter: 65859 total_loss: 6.796 loss_ce: 0.3913 loss_bbox: 0.2285 loss_giou: 0.39 loss_ce_0: 0.569 loss_bbox_0: 0.3725 loss_giou_0: 0.5745 loss_ce_1: 0.4894 loss_bbox_1: 0.2617 loss_giou_1: 0.426 loss_ce_2: 0.4172 loss_bbox_2: 0.2449 loss_giou_2: 0.4044 loss_ce_3: 0.3898 loss_bbox_3: 0.2342 loss_giou_3: 0.3927 loss_ce_4: 0.3899 loss_bbox_4: 0.2319 loss_giou_4: 0.3896 time: 0.2804 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:20] d2.utils.events INFO: eta: 1 day, 6:09:06 iter: 65879 total_loss: 6.574 loss_ce: 0.3553 loss_bbox: 0.2154 loss_giou: 0.3566 loss_ce_0: 0.5544 loss_bbox_0: 0.3614 loss_giou_0: 0.5741 loss_ce_1: 0.4691 loss_bbox_1: 0.2482 loss_giou_1: 0.4182 loss_ce_2: 0.3935 loss_bbox_2: 0.2254 loss_giou_2: 0.3766 loss_ce_3: 0.3805 loss_bbox_3: 0.2178 loss_giou_3: 0.3652 loss_ce_4: 0.3663 loss_bbox_4: 0.216 loss_giou_4: 0.3598 time: 0.2804 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:26] d2.utils.events INFO: eta: 1 day, 6:08:37 iter: 65899 total_loss: 6.941 loss_ce: 0.4074 loss_bbox: 0.2323 loss_giou: 0.3696 loss_ce_0: 0.5751 loss_bbox_0: 0.3779 loss_giou_0: 0.587 loss_ce_1: 0.47 loss_bbox_1: 0.2674 loss_giou_1: 0.4265 loss_ce_2: 0.4389 loss_bbox_2: 0.2465 loss_giou_2: 0.3915 loss_ce_3: 0.4044 loss_bbox_3: 0.2392 loss_giou_3: 0.3805 loss_ce_4: 0.4014 loss_bbox_4: 0.2366 loss_giou_4: 0.3734 time: 0.2804 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:32] d2.utils.events INFO: eta: 1 day, 6:09:23 iter: 65919 total_loss: 6.924 loss_ce: 0.3918 loss_bbox: 0.2368 loss_giou: 0.4089 loss_ce_0: 0.5807 loss_bbox_0: 0.3873 loss_giou_0: 0.6069 loss_ce_1: 0.4738 loss_bbox_1: 0.2656 loss_giou_1: 0.4651 loss_ce_2: 0.4171 loss_bbox_2: 0.2445 loss_giou_2: 0.4253 loss_ce_3: 0.3978 loss_bbox_3: 0.2417 loss_giou_3: 0.4102 loss_ce_4: 0.3947 loss_bbox_4: 0.236 loss_giou_4: 0.4092 time: 0.2804 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:37] d2.utils.events INFO: eta: 1 day, 6:09:22 iter: 65939 total_loss: 6.883 loss_ce: 0.4031 loss_bbox: 0.2146 loss_giou: 0.3922 loss_ce_0: 0.5667 loss_bbox_0: 0.3518 loss_giou_0: 0.5982 loss_ce_1: 0.4745 loss_bbox_1: 0.2487 loss_giou_1: 0.445 loss_ce_2: 0.4272 loss_bbox_2: 0.2263 loss_giou_2: 0.416 loss_ce_3: 0.4133 loss_bbox_3: 0.2196 loss_giou_3: 0.4008 loss_ce_4: 0.4024 loss_bbox_4: 0.2107 loss_giou_4: 0.3918 time: 0.2804 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:43] d2.utils.events INFO: eta: 1 day, 6:08:57 iter: 65959 total_loss: 6.738 loss_ce: 0.3918 loss_bbox: 0.2105 loss_giou: 0.3631 loss_ce_0: 0.5821 loss_bbox_0: 0.3482 loss_giou_0: 0.5647 loss_ce_1: 0.4796 loss_bbox_1: 0.2414 loss_giou_1: 0.4251 loss_ce_2: 0.4236 loss_bbox_2: 0.2169 loss_giou_2: 0.3881 loss_ce_3: 0.3978 loss_bbox_3: 0.2134 loss_giou_3: 0.3747 loss_ce_4: 0.3921 loss_bbox_4: 0.2087 loss_giou_4: 0.3696 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 18:33:46] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 18:33:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 18:33:47] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 18:33:47] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 18:33:47] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 18:33:47] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 18:33:54] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0416 s/iter. Eval: 0.0003 s/iter. Total: 0.0427 s/iter. ETA=0:00:26 [11/02 18:33:59] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0033 s/iter. Inference: 0.0482 s/iter. Eval: 0.0003 s/iter. Total: 0.0519 s/iter. ETA=0:00:26 [11/02 18:34:04] d2.evaluation.evaluator INFO: Inference done 202/625. Dataloading: 0.0031 s/iter. Inference: 0.0490 s/iter. Eval: 0.0003 s/iter. Total: 0.0525 s/iter. ETA=0:00:22 [11/02 18:34:09] d2.evaluation.evaluator INFO: Inference done 299/625. Dataloading: 0.0029 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0522 s/iter. ETA=0:00:17 [11/02 18:34:14] d2.evaluation.evaluator INFO: Inference done 393/625. Dataloading: 0.0028 s/iter. Inference: 0.0493 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:12 [11/02 18:34:19] d2.evaluation.evaluator INFO: Inference done 489/625. Dataloading: 0.0027 s/iter. Inference: 0.0494 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:07 [11/02 18:34:24] d2.evaluation.evaluator INFO: Inference done 586/625. Dataloading: 0.0027 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:02 [11/02 18:34:26] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.919731 (0.053096 s / iter per device, on 8 devices) [11/02 18:34:26] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049246 s / iter per device, on 8 devices) [11/02 18:34:32] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 18:34:33] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 18:34:35] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 18:34:39] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 18:34:52] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.22 seconds. [11/02 18:34:53] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 18:34:54] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.44 seconds. [11/02 18:34:54] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 37.674 | 55.831 | 39.822 | 20.304 | 40.839 | 53.719 | [11/02 18:34:54] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 49.398 | bicycle | 23.690 | car | 36.640 | | motorcycle | 35.612 | airplane | 64.099 | bus | 61.317 | | train | 63.265 | truck | 33.098 | boat | 23.153 | | traffic light | 22.615 | fire hydrant | 62.176 | stop sign | 62.176 | | parking meter | 42.686 | bench | 21.100 | bird | 32.901 | | cat | 68.382 | dog | 64.401 | horse | 58.346 | | sheep | 45.846 | cow | 54.608 | elephant | 60.945 | | bear | 74.535 | zebra | 64.768 | giraffe | 64.127 | | backpack | 10.941 | umbrella | 32.399 | handbag | 10.549 | | tie | 23.790 | suitcase | 34.662 | frisbee | 65.707 | | skis | 19.682 | snowboard | 34.094 | sports ball | 42.330 | | kite | 39.482 | baseball bat | 25.054 | baseball glove | 30.631 | | skateboard | 48.647 | surfboard | 35.706 | tennis racket | 42.998 | | bottle | 31.625 | wine glass | 26.720 | cup | 34.660 | | fork | 25.129 | knife | 11.792 | spoon | 9.407 | | bowl | 37.627 | banana | 19.196 | apple | 15.774 | | sandwich | 32.791 | orange | 27.503 | broccoli | 18.801 | | carrot | 16.887 | hot dog | 28.405 | pizza | 50.155 | | donut | 40.056 | cake | 32.316 | chair | 19.925 | | couch | 41.343 | potted plant | 20.098 | bed | 43.838 | | dining table | 26.686 | toilet | 57.011 | tv | 52.824 | | laptop | 53.673 | mouse | 56.682 | remote | 25.187 | | keyboard | 48.207 | cell phone | 32.536 | microwave | 55.631 | | oven | 32.537 | toaster | 25.216 | sink | 31.863 | | refrigerator | 52.691 | book | 8.895 | clock | 50.638 | | vase | 34.347 | scissors | 26.653 | teddy bear | 43.481 | | hair drier | 6.486 | toothbrush | 22.037 | | | [11/02 18:34:55] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 18:34:55] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 18:34:55] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 18:34:55] d2.evaluation.testing INFO: copypaste: 37.6736,55.8312,39.8225,20.3039,40.8387,53.7191 [11/02 18:34:58] d2.utils.events INFO: eta: 1 day, 6:09:13 iter: 65979 total_loss: 6.728 loss_ce: 0.378 loss_bbox: 0.2133 loss_giou: 0.3741 loss_ce_0: 0.5652 loss_bbox_0: 0.3666 loss_giou_0: 0.58 loss_ce_1: 0.471 loss_bbox_1: 0.2469 loss_giou_1: 0.4298 loss_ce_2: 0.4102 loss_bbox_2: 0.2297 loss_giou_2: 0.3966 loss_ce_3: 0.3887 loss_bbox_3: 0.2188 loss_giou_3: 0.3792 loss_ce_4: 0.3808 loss_bbox_4: 0.2148 loss_giou_4: 0.3735 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:04] d2.utils.events INFO: eta: 1 day, 6:09:05 iter: 65999 total_loss: 6.625 loss_ce: 0.3722 loss_bbox: 0.2087 loss_giou: 0.3862 loss_ce_0: 0.5554 loss_bbox_0: 0.3606 loss_giou_0: 0.6167 loss_ce_1: 0.4578 loss_bbox_1: 0.2458 loss_giou_1: 0.4457 loss_ce_2: 0.4054 loss_bbox_2: 0.2206 loss_giou_2: 0.4099 loss_ce_3: 0.3842 loss_bbox_3: 0.2133 loss_giou_3: 0.3979 loss_ce_4: 0.3784 loss_bbox_4: 0.2104 loss_giou_4: 0.3918 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:09] d2.utils.events INFO: eta: 1 day, 6:07:57 iter: 66019 total_loss: 6.736 loss_ce: 0.3667 loss_bbox: 0.2367 loss_giou: 0.383 loss_ce_0: 0.5602 loss_bbox_0: 0.3868 loss_giou_0: 0.565 loss_ce_1: 0.4614 loss_bbox_1: 0.272 loss_giou_1: 0.4305 loss_ce_2: 0.4003 loss_bbox_2: 0.2512 loss_giou_2: 0.3951 loss_ce_3: 0.3736 loss_bbox_3: 0.241 loss_giou_3: 0.3892 loss_ce_4: 0.3662 loss_bbox_4: 0.2346 loss_giou_4: 0.3897 time: 0.2804 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:15] d2.utils.events INFO: eta: 1 day, 6:08:20 iter: 66039 total_loss: 6.739 loss_ce: 0.4046 loss_bbox: 0.2155 loss_giou: 0.3751 loss_ce_0: 0.5665 loss_bbox_0: 0.3872 loss_giou_0: 0.5863 loss_ce_1: 0.4757 loss_bbox_1: 0.2521 loss_giou_1: 0.4312 loss_ce_2: 0.4439 loss_bbox_2: 0.2293 loss_giou_2: 0.3858 loss_ce_3: 0.4236 loss_bbox_3: 0.2196 loss_giou_3: 0.3832 loss_ce_4: 0.4113 loss_bbox_4: 0.2171 loss_giou_4: 0.3779 time: 0.2804 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:21] d2.utils.events INFO: eta: 1 day, 6:08:03 iter: 66059 total_loss: 6.354 loss_ce: 0.3537 loss_bbox: 0.206 loss_giou: 0.3881 loss_ce_0: 0.5401 loss_bbox_0: 0.346 loss_giou_0: 0.5813 loss_ce_1: 0.4335 loss_bbox_1: 0.2478 loss_giou_1: 0.4417 loss_ce_2: 0.3813 loss_bbox_2: 0.2182 loss_giou_2: 0.4046 loss_ce_3: 0.3544 loss_bbox_3: 0.2123 loss_giou_3: 0.3938 loss_ce_4: 0.3516 loss_bbox_4: 0.206 loss_giou_4: 0.3913 time: 0.2804 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:27] d2.utils.events INFO: eta: 1 day, 6:07:57 iter: 66079 total_loss: 6.527 loss_ce: 0.3734 loss_bbox: 0.2209 loss_giou: 0.3608 loss_ce_0: 0.5461 loss_bbox_0: 0.3739 loss_giou_0: 0.5676 loss_ce_1: 0.4504 loss_bbox_1: 0.2647 loss_giou_1: 0.4243 loss_ce_2: 0.4095 loss_bbox_2: 0.2387 loss_giou_2: 0.385 loss_ce_3: 0.3724 loss_bbox_3: 0.2309 loss_giou_3: 0.3758 loss_ce_4: 0.3708 loss_bbox_4: 0.2198 loss_giou_4: 0.3642 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:32] d2.utils.events INFO: eta: 1 day, 6:07:51 iter: 66099 total_loss: 6.555 loss_ce: 0.3776 loss_bbox: 0.2048 loss_giou: 0.3657 loss_ce_0: 0.5673 loss_bbox_0: 0.3465 loss_giou_0: 0.5771 loss_ce_1: 0.4719 loss_bbox_1: 0.2455 loss_giou_1: 0.4233 loss_ce_2: 0.4132 loss_bbox_2: 0.2126 loss_giou_2: 0.3884 loss_ce_3: 0.3815 loss_bbox_3: 0.2088 loss_giou_3: 0.3718 loss_ce_4: 0.3772 loss_bbox_4: 0.2066 loss_giou_4: 0.3659 time: 0.2804 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:38] d2.utils.events INFO: eta: 1 day, 6:06:19 iter: 66119 total_loss: 6.734 loss_ce: 0.3906 loss_bbox: 0.2271 loss_giou: 0.3698 loss_ce_0: 0.563 loss_bbox_0: 0.3791 loss_giou_0: 0.5682 loss_ce_1: 0.4562 loss_bbox_1: 0.2613 loss_giou_1: 0.4138 loss_ce_2: 0.412 loss_bbox_2: 0.2393 loss_giou_2: 0.3832 loss_ce_3: 0.4064 loss_bbox_3: 0.2288 loss_giou_3: 0.375 loss_ce_4: 0.3904 loss_bbox_4: 0.2262 loss_giou_4: 0.3716 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:44] d2.utils.events INFO: eta: 1 day, 6:05:52 iter: 66139 total_loss: 6.97 loss_ce: 0.4272 loss_bbox: 0.2209 loss_giou: 0.3769 loss_ce_0: 0.5849 loss_bbox_0: 0.376 loss_giou_0: 0.5903 loss_ce_1: 0.4879 loss_bbox_1: 0.2635 loss_giou_1: 0.4339 loss_ce_2: 0.445 loss_bbox_2: 0.2368 loss_giou_2: 0.4017 loss_ce_3: 0.4195 loss_bbox_3: 0.2308 loss_giou_3: 0.3872 loss_ce_4: 0.4238 loss_bbox_4: 0.2262 loss_giou_4: 0.381 time: 0.2804 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:49] d2.utils.events INFO: eta: 1 day, 6:05:45 iter: 66159 total_loss: 6.247 loss_ce: 0.3771 loss_bbox: 0.2297 loss_giou: 0.3489 loss_ce_0: 0.548 loss_bbox_0: 0.3806 loss_giou_0: 0.5316 loss_ce_1: 0.4476 loss_bbox_1: 0.263 loss_giou_1: 0.4039 loss_ce_2: 0.4049 loss_bbox_2: 0.2363 loss_giou_2: 0.3687 loss_ce_3: 0.3748 loss_bbox_3: 0.2333 loss_giou_3: 0.3557 loss_ce_4: 0.3804 loss_bbox_4: 0.2268 loss_giou_4: 0.3522 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:35:55] d2.utils.events INFO: eta: 1 day, 6:05:35 iter: 66179 total_loss: 6.71 loss_ce: 0.4032 loss_bbox: 0.2181 loss_giou: 0.3591 loss_ce_0: 0.5858 loss_bbox_0: 0.3643 loss_giou_0: 0.5461 loss_ce_1: 0.4997 loss_bbox_1: 0.2513 loss_giou_1: 0.4106 loss_ce_2: 0.4353 loss_bbox_2: 0.2305 loss_giou_2: 0.3759 loss_ce_3: 0.4131 loss_bbox_3: 0.2247 loss_giou_3: 0.3653 loss_ce_4: 0.3993 loss_bbox_4: 0.2214 loss_giou_4: 0.3634 time: 0.2804 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:01] d2.utils.events INFO: eta: 1 day, 6:05:37 iter: 66199 total_loss: 6.616 loss_ce: 0.3622 loss_bbox: 0.2187 loss_giou: 0.3773 loss_ce_0: 0.5554 loss_bbox_0: 0.352 loss_giou_0: 0.5834 loss_ce_1: 0.4557 loss_bbox_1: 0.2409 loss_giou_1: 0.437 loss_ce_2: 0.4063 loss_bbox_2: 0.2265 loss_giou_2: 0.4009 loss_ce_3: 0.3692 loss_bbox_3: 0.2211 loss_giou_3: 0.3869 loss_ce_4: 0.3685 loss_bbox_4: 0.221 loss_giou_4: 0.3798 time: 0.2804 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:07] d2.utils.events INFO: eta: 1 day, 6:05:32 iter: 66219 total_loss: 6.388 loss_ce: 0.371 loss_bbox: 0.2133 loss_giou: 0.3459 loss_ce_0: 0.5352 loss_bbox_0: 0.3617 loss_giou_0: 0.529 loss_ce_1: 0.4371 loss_bbox_1: 0.2519 loss_giou_1: 0.3908 loss_ce_2: 0.3937 loss_bbox_2: 0.2255 loss_giou_2: 0.3634 loss_ce_3: 0.3747 loss_bbox_3: 0.2182 loss_giou_3: 0.3534 loss_ce_4: 0.3755 loss_bbox_4: 0.2137 loss_giou_4: 0.3486 time: 0.2804 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:12] d2.utils.events INFO: eta: 1 day, 6:05:53 iter: 66239 total_loss: 6.808 loss_ce: 0.4151 loss_bbox: 0.2227 loss_giou: 0.3619 loss_ce_0: 0.5813 loss_bbox_0: 0.3668 loss_giou_0: 0.5304 loss_ce_1: 0.5049 loss_bbox_1: 0.2661 loss_giou_1: 0.401 loss_ce_2: 0.4429 loss_bbox_2: 0.2377 loss_giou_2: 0.3746 loss_ce_3: 0.4201 loss_bbox_3: 0.2288 loss_giou_3: 0.3663 loss_ce_4: 0.4227 loss_bbox_4: 0.2245 loss_giou_4: 0.3627 time: 0.2804 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:18] d2.utils.events INFO: eta: 1 day, 6:06:20 iter: 66259 total_loss: 7.304 loss_ce: 0.4171 loss_bbox: 0.2487 loss_giou: 0.4186 loss_ce_0: 0.5985 loss_bbox_0: 0.3925 loss_giou_0: 0.6246 loss_ce_1: 0.5003 loss_bbox_1: 0.2704 loss_giou_1: 0.464 loss_ce_2: 0.4498 loss_bbox_2: 0.2523 loss_giou_2: 0.4284 loss_ce_3: 0.4334 loss_bbox_3: 0.2451 loss_giou_3: 0.4229 loss_ce_4: 0.4257 loss_bbox_4: 0.245 loss_giou_4: 0.4167 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:24] d2.utils.events INFO: eta: 1 day, 6:05:15 iter: 66279 total_loss: 6.882 loss_ce: 0.402 loss_bbox: 0.2393 loss_giou: 0.3842 loss_ce_0: 0.5942 loss_bbox_0: 0.3827 loss_giou_0: 0.585 loss_ce_1: 0.4871 loss_bbox_1: 0.273 loss_giou_1: 0.4341 loss_ce_2: 0.4457 loss_bbox_2: 0.2484 loss_giou_2: 0.4033 loss_ce_3: 0.4153 loss_bbox_3: 0.2486 loss_giou_3: 0.394 loss_ce_4: 0.4006 loss_bbox_4: 0.2429 loss_giou_4: 0.387 time: 0.2804 data_time: 0.0354 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:29] d2.utils.events INFO: eta: 1 day, 6:05:36 iter: 66299 total_loss: 6.746 loss_ce: 0.3782 loss_bbox: 0.2325 loss_giou: 0.3884 loss_ce_0: 0.5636 loss_bbox_0: 0.3824 loss_giou_0: 0.588 loss_ce_1: 0.4674 loss_bbox_1: 0.267 loss_giou_1: 0.4261 loss_ce_2: 0.4053 loss_bbox_2: 0.248 loss_giou_2: 0.4037 loss_ce_3: 0.3755 loss_bbox_3: 0.241 loss_giou_3: 0.3939 loss_ce_4: 0.3751 loss_bbox_4: 0.2338 loss_giou_4: 0.3911 time: 0.2804 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:35] d2.utils.events INFO: eta: 1 day, 6:05:31 iter: 66319 total_loss: 6.856 loss_ce: 0.3798 loss_bbox: 0.2231 loss_giou: 0.3921 loss_ce_0: 0.5622 loss_bbox_0: 0.3629 loss_giou_0: 0.5777 loss_ce_1: 0.4707 loss_bbox_1: 0.2576 loss_giou_1: 0.4421 loss_ce_2: 0.4178 loss_bbox_2: 0.2396 loss_giou_2: 0.4153 loss_ce_3: 0.3756 loss_bbox_3: 0.2285 loss_giou_3: 0.3994 loss_ce_4: 0.3801 loss_bbox_4: 0.2291 loss_giou_4: 0.3944 time: 0.2804 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:41] d2.utils.events INFO: eta: 1 day, 6:06:12 iter: 66339 total_loss: 6.561 loss_ce: 0.3738 loss_bbox: 0.2208 loss_giou: 0.3806 loss_ce_0: 0.5695 loss_bbox_0: 0.3616 loss_giou_0: 0.5708 loss_ce_1: 0.4683 loss_bbox_1: 0.2504 loss_giou_1: 0.435 loss_ce_2: 0.4011 loss_bbox_2: 0.2245 loss_giou_2: 0.4023 loss_ce_3: 0.3786 loss_bbox_3: 0.2195 loss_giou_3: 0.3893 loss_ce_4: 0.3701 loss_bbox_4: 0.2225 loss_giou_4: 0.3827 time: 0.2804 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:47] d2.utils.events INFO: eta: 1 day, 6:06:04 iter: 66359 total_loss: 6.82 loss_ce: 0.3913 loss_bbox: 0.2201 loss_giou: 0.4031 loss_ce_0: 0.5615 loss_bbox_0: 0.3647 loss_giou_0: 0.6101 loss_ce_1: 0.4678 loss_bbox_1: 0.2541 loss_giou_1: 0.4541 loss_ce_2: 0.415 loss_bbox_2: 0.227 loss_giou_2: 0.4119 loss_ce_3: 0.3921 loss_bbox_3: 0.2242 loss_giou_3: 0.4031 loss_ce_4: 0.3834 loss_bbox_4: 0.2208 loss_giou_4: 0.4012 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:52] d2.utils.events INFO: eta: 1 day, 6:05:31 iter: 66379 total_loss: 6.646 loss_ce: 0.4011 loss_bbox: 0.2346 loss_giou: 0.3676 loss_ce_0: 0.5818 loss_bbox_0: 0.3836 loss_giou_0: 0.5558 loss_ce_1: 0.4808 loss_bbox_1: 0.2579 loss_giou_1: 0.4237 loss_ce_2: 0.4288 loss_bbox_2: 0.2429 loss_giou_2: 0.3902 loss_ce_3: 0.3971 loss_bbox_3: 0.2367 loss_giou_3: 0.3805 loss_ce_4: 0.3981 loss_bbox_4: 0.236 loss_giou_4: 0.369 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:36:58] d2.utils.events INFO: eta: 1 day, 6:05:00 iter: 66399 total_loss: 7.052 loss_ce: 0.4276 loss_bbox: 0.2314 loss_giou: 0.3896 loss_ce_0: 0.6022 loss_bbox_0: 0.3845 loss_giou_0: 0.6159 loss_ce_1: 0.505 loss_bbox_1: 0.277 loss_giou_1: 0.4507 loss_ce_2: 0.4446 loss_bbox_2: 0.2529 loss_giou_2: 0.4193 loss_ce_3: 0.4198 loss_bbox_3: 0.2373 loss_giou_3: 0.3988 loss_ce_4: 0.4192 loss_bbox_4: 0.2328 loss_giou_4: 0.3925 time: 0.2804 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:04] d2.utils.events INFO: eta: 1 day, 6:05:41 iter: 66419 total_loss: 6.684 loss_ce: 0.3959 loss_bbox: 0.205 loss_giou: 0.3617 loss_ce_0: 0.554 loss_bbox_0: 0.3694 loss_giou_0: 0.5638 loss_ce_1: 0.469 loss_bbox_1: 0.2529 loss_giou_1: 0.4311 loss_ce_2: 0.423 loss_bbox_2: 0.2293 loss_giou_2: 0.3857 loss_ce_3: 0.4037 loss_bbox_3: 0.2199 loss_giou_3: 0.3691 loss_ce_4: 0.3948 loss_bbox_4: 0.2166 loss_giou_4: 0.3665 time: 0.2804 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:09] d2.utils.events INFO: eta: 1 day, 6:05:42 iter: 66439 total_loss: 6.697 loss_ce: 0.3937 loss_bbox: 0.2005 loss_giou: 0.3792 loss_ce_0: 0.5637 loss_bbox_0: 0.3639 loss_giou_0: 0.5926 loss_ce_1: 0.4978 loss_bbox_1: 0.2394 loss_giou_1: 0.4446 loss_ce_2: 0.4303 loss_bbox_2: 0.2163 loss_giou_2: 0.4003 loss_ce_3: 0.4091 loss_bbox_3: 0.2019 loss_giou_3: 0.3848 loss_ce_4: 0.4008 loss_bbox_4: 0.1995 loss_giou_4: 0.3787 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:15] d2.utils.events INFO: eta: 1 day, 6:05:53 iter: 66459 total_loss: 6.621 loss_ce: 0.3696 loss_bbox: 0.2354 loss_giou: 0.3778 loss_ce_0: 0.5523 loss_bbox_0: 0.3779 loss_giou_0: 0.577 loss_ce_1: 0.4509 loss_bbox_1: 0.2659 loss_giou_1: 0.4262 loss_ce_2: 0.4058 loss_bbox_2: 0.2401 loss_giou_2: 0.3869 loss_ce_3: 0.3732 loss_bbox_3: 0.236 loss_giou_3: 0.3856 loss_ce_4: 0.3704 loss_bbox_4: 0.2359 loss_giou_4: 0.3786 time: 0.2804 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:21] d2.utils.events INFO: eta: 1 day, 6:05:54 iter: 66479 total_loss: 6.979 loss_ce: 0.3923 loss_bbox: 0.2334 loss_giou: 0.3919 loss_ce_0: 0.5721 loss_bbox_0: 0.3781 loss_giou_0: 0.5909 loss_ce_1: 0.4672 loss_bbox_1: 0.2705 loss_giou_1: 0.4381 loss_ce_2: 0.426 loss_bbox_2: 0.2464 loss_giou_2: 0.4033 loss_ce_3: 0.4079 loss_bbox_3: 0.236 loss_giou_3: 0.3953 loss_ce_4: 0.3965 loss_bbox_4: 0.2294 loss_giou_4: 0.3934 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:26] d2.utils.events INFO: eta: 1 day, 6:05:18 iter: 66499 total_loss: 6.526 loss_ce: 0.3728 loss_bbox: 0.2098 loss_giou: 0.353 loss_ce_0: 0.5521 loss_bbox_0: 0.3637 loss_giou_0: 0.5899 loss_ce_1: 0.4546 loss_bbox_1: 0.2545 loss_giou_1: 0.4299 loss_ce_2: 0.4085 loss_bbox_2: 0.2282 loss_giou_2: 0.3824 loss_ce_3: 0.3782 loss_bbox_3: 0.2217 loss_giou_3: 0.3645 loss_ce_4: 0.3759 loss_bbox_4: 0.2176 loss_giou_4: 0.3563 time: 0.2804 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:32] d2.utils.events INFO: eta: 1 day, 6:05:22 iter: 66519 total_loss: 6.801 loss_ce: 0.4213 loss_bbox: 0.2279 loss_giou: 0.3828 loss_ce_0: 0.595 loss_bbox_0: 0.3713 loss_giou_0: 0.5912 loss_ce_1: 0.4889 loss_bbox_1: 0.2582 loss_giou_1: 0.4206 loss_ce_2: 0.4485 loss_bbox_2: 0.2379 loss_giou_2: 0.3932 loss_ce_3: 0.4172 loss_bbox_3: 0.2306 loss_giou_3: 0.3924 loss_ce_4: 0.4194 loss_bbox_4: 0.2304 loss_giou_4: 0.3879 time: 0.2804 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:38] d2.utils.events INFO: eta: 1 day, 6:05:37 iter: 66539 total_loss: 6.772 loss_ce: 0.3794 loss_bbox: 0.2216 loss_giou: 0.388 loss_ce_0: 0.5482 loss_bbox_0: 0.3679 loss_giou_0: 0.5963 loss_ce_1: 0.4489 loss_bbox_1: 0.2513 loss_giou_1: 0.4401 loss_ce_2: 0.4062 loss_bbox_2: 0.2236 loss_giou_2: 0.4048 loss_ce_3: 0.3782 loss_bbox_3: 0.2185 loss_giou_3: 0.3941 loss_ce_4: 0.3731 loss_bbox_4: 0.2216 loss_giou_4: 0.3912 time: 0.2804 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:44] d2.utils.events INFO: eta: 1 day, 6:05:18 iter: 66559 total_loss: 6.512 loss_ce: 0.3575 loss_bbox: 0.209 loss_giou: 0.3644 loss_ce_0: 0.5437 loss_bbox_0: 0.357 loss_giou_0: 0.5567 loss_ce_1: 0.4541 loss_bbox_1: 0.2431 loss_giou_1: 0.4165 loss_ce_2: 0.3829 loss_bbox_2: 0.2207 loss_giou_2: 0.3848 loss_ce_3: 0.3646 loss_bbox_3: 0.2121 loss_giou_3: 0.3691 loss_ce_4: 0.3575 loss_bbox_4: 0.2134 loss_giou_4: 0.3677 time: 0.2804 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:49] d2.utils.events INFO: eta: 1 day, 6:04:13 iter: 66579 total_loss: 6.86 loss_ce: 0.3968 loss_bbox: 0.2356 loss_giou: 0.3917 loss_ce_0: 0.5582 loss_bbox_0: 0.3766 loss_giou_0: 0.5934 loss_ce_1: 0.4736 loss_bbox_1: 0.2676 loss_giou_1: 0.4329 loss_ce_2: 0.4272 loss_bbox_2: 0.2372 loss_giou_2: 0.4013 loss_ce_3: 0.402 loss_bbox_3: 0.2332 loss_giou_3: 0.3959 loss_ce_4: 0.3836 loss_bbox_4: 0.2344 loss_giou_4: 0.3943 time: 0.2804 data_time: 0.0357 lr: 2.5e-05 max_mem: 5427M [11/02 18:37:55] d2.utils.events INFO: eta: 1 day, 6:04:00 iter: 66599 total_loss: 6.611 loss_ce: 0.3727 loss_bbox: 0.2111 loss_giou: 0.3843 loss_ce_0: 0.5568 loss_bbox_0: 0.3622 loss_giou_0: 0.5754 loss_ce_1: 0.4567 loss_bbox_1: 0.2534 loss_giou_1: 0.4304 loss_ce_2: 0.4065 loss_bbox_2: 0.2249 loss_giou_2: 0.3991 loss_ce_3: 0.3692 loss_bbox_3: 0.2159 loss_giou_3: 0.3816 loss_ce_4: 0.3714 loss_bbox_4: 0.214 loss_giou_4: 0.3831 time: 0.2804 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:01] d2.utils.events INFO: eta: 1 day, 6:03:54 iter: 66619 total_loss: 6.35 loss_ce: 0.3744 loss_bbox: 0.2017 loss_giou: 0.3417 loss_ce_0: 0.5346 loss_bbox_0: 0.3766 loss_giou_0: 0.5434 loss_ce_1: 0.4474 loss_bbox_1: 0.2481 loss_giou_1: 0.4002 loss_ce_2: 0.3935 loss_bbox_2: 0.2231 loss_giou_2: 0.3604 loss_ce_3: 0.3658 loss_bbox_3: 0.2138 loss_giou_3: 0.3508 loss_ce_4: 0.3683 loss_bbox_4: 0.2068 loss_giou_4: 0.3441 time: 0.2804 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:06] d2.utils.events INFO: eta: 1 day, 6:03:43 iter: 66639 total_loss: 6.408 loss_ce: 0.353 loss_bbox: 0.2045 loss_giou: 0.3806 loss_ce_0: 0.545 loss_bbox_0: 0.342 loss_giou_0: 0.5633 loss_ce_1: 0.4414 loss_bbox_1: 0.2413 loss_giou_1: 0.4259 loss_ce_2: 0.3893 loss_bbox_2: 0.2134 loss_giou_2: 0.3941 loss_ce_3: 0.3632 loss_bbox_3: 0.2153 loss_giou_3: 0.3896 loss_ce_4: 0.3573 loss_bbox_4: 0.2096 loss_giou_4: 0.3821 time: 0.2804 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:12] d2.utils.events INFO: eta: 1 day, 6:04:12 iter: 66659 total_loss: 6.721 loss_ce: 0.3999 loss_bbox: 0.2132 loss_giou: 0.378 loss_ce_0: 0.5665 loss_bbox_0: 0.3792 loss_giou_0: 0.5698 loss_ce_1: 0.4681 loss_bbox_1: 0.2538 loss_giou_1: 0.4247 loss_ce_2: 0.426 loss_bbox_2: 0.2305 loss_giou_2: 0.3915 loss_ce_3: 0.3989 loss_bbox_3: 0.2255 loss_giou_3: 0.3851 loss_ce_4: 0.3953 loss_bbox_4: 0.2226 loss_giou_4: 0.3798 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:18] d2.utils.events INFO: eta: 1 day, 6:04:30 iter: 66679 total_loss: 6.413 loss_ce: 0.349 loss_bbox: 0.2198 loss_giou: 0.3447 loss_ce_0: 0.5444 loss_bbox_0: 0.3778 loss_giou_0: 0.5416 loss_ce_1: 0.4435 loss_bbox_1: 0.2659 loss_giou_1: 0.3933 loss_ce_2: 0.3846 loss_bbox_2: 0.2428 loss_giou_2: 0.3621 loss_ce_3: 0.345 loss_bbox_3: 0.2307 loss_giou_3: 0.3545 loss_ce_4: 0.3477 loss_bbox_4: 0.2288 loss_giou_4: 0.3482 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:23] d2.utils.events INFO: eta: 1 day, 6:04:36 iter: 66699 total_loss: 6.413 loss_ce: 0.3582 loss_bbox: 0.2015 loss_giou: 0.3579 loss_ce_0: 0.5355 loss_bbox_0: 0.3529 loss_giou_0: 0.5593 loss_ce_1: 0.4391 loss_bbox_1: 0.2369 loss_giou_1: 0.4116 loss_ce_2: 0.3849 loss_bbox_2: 0.2127 loss_giou_2: 0.3745 loss_ce_3: 0.3573 loss_bbox_3: 0.2043 loss_giou_3: 0.3654 loss_ce_4: 0.3507 loss_bbox_4: 0.2017 loss_giou_4: 0.3609 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:29] d2.utils.events INFO: eta: 1 day, 6:04:19 iter: 66719 total_loss: 6.811 loss_ce: 0.3819 loss_bbox: 0.2238 loss_giou: 0.3859 loss_ce_0: 0.5512 loss_bbox_0: 0.3591 loss_giou_0: 0.5893 loss_ce_1: 0.4591 loss_bbox_1: 0.2544 loss_giou_1: 0.4426 loss_ce_2: 0.4167 loss_bbox_2: 0.2286 loss_giou_2: 0.4048 loss_ce_3: 0.385 loss_bbox_3: 0.2223 loss_giou_3: 0.3932 loss_ce_4: 0.3823 loss_bbox_4: 0.222 loss_giou_4: 0.3883 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:35] d2.utils.events INFO: eta: 1 day, 6:04:13 iter: 66739 total_loss: 6.979 loss_ce: 0.3932 loss_bbox: 0.2249 loss_giou: 0.3796 loss_ce_0: 0.5681 loss_bbox_0: 0.3798 loss_giou_0: 0.5717 loss_ce_1: 0.4736 loss_bbox_1: 0.268 loss_giou_1: 0.4378 loss_ce_2: 0.4312 loss_bbox_2: 0.2464 loss_giou_2: 0.3976 loss_ce_3: 0.3979 loss_bbox_3: 0.2294 loss_giou_3: 0.3898 loss_ce_4: 0.3893 loss_bbox_4: 0.2283 loss_giou_4: 0.3797 time: 0.2804 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:41] d2.utils.events INFO: eta: 1 day, 6:03:25 iter: 66759 total_loss: 6.771 loss_ce: 0.3862 loss_bbox: 0.2296 loss_giou: 0.3789 loss_ce_0: 0.5632 loss_bbox_0: 0.3857 loss_giou_0: 0.5787 loss_ce_1: 0.4711 loss_bbox_1: 0.2652 loss_giou_1: 0.434 loss_ce_2: 0.4167 loss_bbox_2: 0.2344 loss_giou_2: 0.3983 loss_ce_3: 0.4013 loss_bbox_3: 0.2316 loss_giou_3: 0.3849 loss_ce_4: 0.3869 loss_bbox_4: 0.2355 loss_giou_4: 0.3788 time: 0.2804 data_time: 0.0175 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:46] d2.utils.events INFO: eta: 1 day, 6:03:19 iter: 66779 total_loss: 6.784 loss_ce: 0.3798 loss_bbox: 0.2314 loss_giou: 0.3795 loss_ce_0: 0.5781 loss_bbox_0: 0.3846 loss_giou_0: 0.5854 loss_ce_1: 0.469 loss_bbox_1: 0.2658 loss_giou_1: 0.4388 loss_ce_2: 0.4128 loss_bbox_2: 0.2446 loss_giou_2: 0.4008 loss_ce_3: 0.3871 loss_bbox_3: 0.2389 loss_giou_3: 0.3894 loss_ce_4: 0.3822 loss_bbox_4: 0.2354 loss_giou_4: 0.384 time: 0.2804 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:52] d2.utils.events INFO: eta: 1 day, 6:02:11 iter: 66799 total_loss: 6.89 loss_ce: 0.3763 loss_bbox: 0.2267 loss_giou: 0.3969 loss_ce_0: 0.5603 loss_bbox_0: 0.3772 loss_giou_0: 0.5915 loss_ce_1: 0.4628 loss_bbox_1: 0.2656 loss_giou_1: 0.4471 loss_ce_2: 0.4137 loss_bbox_2: 0.2403 loss_giou_2: 0.4158 loss_ce_3: 0.3826 loss_bbox_3: 0.2343 loss_giou_3: 0.4042 loss_ce_4: 0.3704 loss_bbox_4: 0.2257 loss_giou_4: 0.4006 time: 0.2804 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 18:38:58] d2.utils.events INFO: eta: 1 day, 6:01:06 iter: 66819 total_loss: 6.752 loss_ce: 0.397 loss_bbox: 0.2228 loss_giou: 0.3531 loss_ce_0: 0.5832 loss_bbox_0: 0.3784 loss_giou_0: 0.5723 loss_ce_1: 0.4814 loss_bbox_1: 0.2656 loss_giou_1: 0.4242 loss_ce_2: 0.4292 loss_bbox_2: 0.2296 loss_giou_2: 0.379 loss_ce_3: 0.4003 loss_bbox_3: 0.2202 loss_giou_3: 0.3639 loss_ce_4: 0.4017 loss_bbox_4: 0.224 loss_giou_4: 0.3595 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:03] d2.utils.events INFO: eta: 1 day, 6:01:01 iter: 66839 total_loss: 6.934 loss_ce: 0.4111 loss_bbox: 0.217 loss_giou: 0.3818 loss_ce_0: 0.5976 loss_bbox_0: 0.3746 loss_giou_0: 0.6118 loss_ce_1: 0.491 loss_bbox_1: 0.2666 loss_giou_1: 0.4416 loss_ce_2: 0.4413 loss_bbox_2: 0.2409 loss_giou_2: 0.3968 loss_ce_3: 0.4076 loss_bbox_3: 0.225 loss_giou_3: 0.3825 loss_ce_4: 0.4059 loss_bbox_4: 0.2203 loss_giou_4: 0.3798 time: 0.2804 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:09] d2.utils.events INFO: eta: 1 day, 6:01:18 iter: 66859 total_loss: 6.575 loss_ce: 0.3587 loss_bbox: 0.2097 loss_giou: 0.3877 loss_ce_0: 0.5501 loss_bbox_0: 0.3465 loss_giou_0: 0.5787 loss_ce_1: 0.4436 loss_bbox_1: 0.2406 loss_giou_1: 0.4518 loss_ce_2: 0.3848 loss_bbox_2: 0.2195 loss_giou_2: 0.4088 loss_ce_3: 0.3653 loss_bbox_3: 0.2159 loss_giou_3: 0.392 loss_ce_4: 0.3544 loss_bbox_4: 0.2113 loss_giou_4: 0.388 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:15] d2.utils.events INFO: eta: 1 day, 6:01:13 iter: 66879 total_loss: 6.435 loss_ce: 0.3648 loss_bbox: 0.2086 loss_giou: 0.379 loss_ce_0: 0.5523 loss_bbox_0: 0.3589 loss_giou_0: 0.6081 loss_ce_1: 0.4446 loss_bbox_1: 0.2442 loss_giou_1: 0.4368 loss_ce_2: 0.401 loss_bbox_2: 0.2193 loss_giou_2: 0.4008 loss_ce_3: 0.3725 loss_bbox_3: 0.213 loss_giou_3: 0.3935 loss_ce_4: 0.3669 loss_bbox_4: 0.2115 loss_giou_4: 0.3837 time: 0.2804 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:21] d2.utils.events INFO: eta: 1 day, 6:00:51 iter: 66899 total_loss: 6.425 loss_ce: 0.3758 loss_bbox: 0.205 loss_giou: 0.368 loss_ce_0: 0.5516 loss_bbox_0: 0.3484 loss_giou_0: 0.5722 loss_ce_1: 0.4625 loss_bbox_1: 0.2414 loss_giou_1: 0.4116 loss_ce_2: 0.4161 loss_bbox_2: 0.2172 loss_giou_2: 0.3827 loss_ce_3: 0.3855 loss_bbox_3: 0.2089 loss_giou_3: 0.3769 loss_ce_4: 0.3766 loss_bbox_4: 0.2094 loss_giou_4: 0.3685 time: 0.2804 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:26] d2.utils.events INFO: eta: 1 day, 6:00:30 iter: 66919 total_loss: 6.773 loss_ce: 0.395 loss_bbox: 0.2249 loss_giou: 0.378 loss_ce_0: 0.5855 loss_bbox_0: 0.3794 loss_giou_0: 0.5626 loss_ce_1: 0.4736 loss_bbox_1: 0.2716 loss_giou_1: 0.4428 loss_ce_2: 0.4317 loss_bbox_2: 0.2374 loss_giou_2: 0.3925 loss_ce_3: 0.4021 loss_bbox_3: 0.2307 loss_giou_3: 0.3892 loss_ce_4: 0.3989 loss_bbox_4: 0.2271 loss_giou_4: 0.3902 time: 0.2804 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:32] d2.utils.events INFO: eta: 1 day, 6:00:39 iter: 66939 total_loss: 6.702 loss_ce: 0.3696 loss_bbox: 0.2126 loss_giou: 0.3822 loss_ce_0: 0.5488 loss_bbox_0: 0.3643 loss_giou_0: 0.5718 loss_ce_1: 0.4574 loss_bbox_1: 0.2551 loss_giou_1: 0.4436 loss_ce_2: 0.4046 loss_bbox_2: 0.2211 loss_giou_2: 0.4077 loss_ce_3: 0.3869 loss_bbox_3: 0.2179 loss_giou_3: 0.3986 loss_ce_4: 0.3722 loss_bbox_4: 0.2152 loss_giou_4: 0.3885 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:38] d2.utils.events INFO: eta: 1 day, 6:00:37 iter: 66959 total_loss: 6.525 loss_ce: 0.3706 loss_bbox: 0.205 loss_giou: 0.3753 loss_ce_0: 0.5353 loss_bbox_0: 0.3704 loss_giou_0: 0.5899 loss_ce_1: 0.449 loss_bbox_1: 0.2452 loss_giou_1: 0.4316 loss_ce_2: 0.4136 loss_bbox_2: 0.2195 loss_giou_2: 0.3899 loss_ce_3: 0.3879 loss_bbox_3: 0.2134 loss_giou_3: 0.3776 loss_ce_4: 0.3734 loss_bbox_4: 0.2111 loss_giou_4: 0.3801 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:43] d2.utils.events INFO: eta: 1 day, 6:00:31 iter: 66979 total_loss: 6.862 loss_ce: 0.3821 loss_bbox: 0.2275 loss_giou: 0.3659 loss_ce_0: 0.5594 loss_bbox_0: 0.3942 loss_giou_0: 0.561 loss_ce_1: 0.4787 loss_bbox_1: 0.2678 loss_giou_1: 0.4176 loss_ce_2: 0.4221 loss_bbox_2: 0.2386 loss_giou_2: 0.3751 loss_ce_3: 0.3956 loss_bbox_3: 0.2363 loss_giou_3: 0.3727 loss_ce_4: 0.3905 loss_bbox_4: 0.2302 loss_giou_4: 0.3661 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:49] d2.utils.events INFO: eta: 1 day, 6:00:56 iter: 66999 total_loss: 6.472 loss_ce: 0.3578 loss_bbox: 0.2299 loss_giou: 0.3677 loss_ce_0: 0.5339 loss_bbox_0: 0.3628 loss_giou_0: 0.5596 loss_ce_1: 0.4446 loss_bbox_1: 0.2558 loss_giou_1: 0.4278 loss_ce_2: 0.3956 loss_bbox_2: 0.2367 loss_giou_2: 0.3874 loss_ce_3: 0.3661 loss_bbox_3: 0.2376 loss_giou_3: 0.3817 loss_ce_4: 0.3598 loss_bbox_4: 0.2374 loss_giou_4: 0.3787 time: 0.2804 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 18:39:55] d2.utils.events INFO: eta: 1 day, 6:00:19 iter: 67019 total_loss: 6.484 loss_ce: 0.3612 loss_bbox: 0.2374 loss_giou: 0.3527 loss_ce_0: 0.5508 loss_bbox_0: 0.3765 loss_giou_0: 0.5339 loss_ce_1: 0.4455 loss_bbox_1: 0.2685 loss_giou_1: 0.4036 loss_ce_2: 0.4019 loss_bbox_2: 0.2407 loss_giou_2: 0.3769 loss_ce_3: 0.3748 loss_bbox_3: 0.2388 loss_giou_3: 0.3622 loss_ce_4: 0.3592 loss_bbox_4: 0.2402 loss_giou_4: 0.3559 time: 0.2804 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:00] d2.utils.events INFO: eta: 1 day, 5:59:48 iter: 67039 total_loss: 6.688 loss_ce: 0.392 loss_bbox: 0.2288 loss_giou: 0.3685 loss_ce_0: 0.5534 loss_bbox_0: 0.3748 loss_giou_0: 0.5546 loss_ce_1: 0.4682 loss_bbox_1: 0.2689 loss_giou_1: 0.4227 loss_ce_2: 0.4256 loss_bbox_2: 0.2447 loss_giou_2: 0.3856 loss_ce_3: 0.405 loss_bbox_3: 0.2313 loss_giou_3: 0.3761 loss_ce_4: 0.397 loss_bbox_4: 0.2298 loss_giou_4: 0.369 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:06] d2.utils.events INFO: eta: 1 day, 5:59:32 iter: 67059 total_loss: 6.45 loss_ce: 0.3707 loss_bbox: 0.2077 loss_giou: 0.367 loss_ce_0: 0.5524 loss_bbox_0: 0.3563 loss_giou_0: 0.566 loss_ce_1: 0.4574 loss_bbox_1: 0.241 loss_giou_1: 0.4245 loss_ce_2: 0.4014 loss_bbox_2: 0.218 loss_giou_2: 0.3884 loss_ce_3: 0.3696 loss_bbox_3: 0.2171 loss_giou_3: 0.379 loss_ce_4: 0.3729 loss_bbox_4: 0.2095 loss_giou_4: 0.374 time: 0.2804 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:12] d2.utils.events INFO: eta: 1 day, 5:59:45 iter: 67079 total_loss: 6.865 loss_ce: 0.3804 loss_bbox: 0.2225 loss_giou: 0.3685 loss_ce_0: 0.5565 loss_bbox_0: 0.3748 loss_giou_0: 0.5712 loss_ce_1: 0.4591 loss_bbox_1: 0.2583 loss_giou_1: 0.4245 loss_ce_2: 0.3957 loss_bbox_2: 0.234 loss_giou_2: 0.3898 loss_ce_3: 0.3765 loss_bbox_3: 0.2262 loss_giou_3: 0.3762 loss_ce_4: 0.3785 loss_bbox_4: 0.2201 loss_giou_4: 0.3703 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:18] d2.utils.events INFO: eta: 1 day, 5:59:57 iter: 67099 total_loss: 6.337 loss_ce: 0.3724 loss_bbox: 0.2111 loss_giou: 0.3355 loss_ce_0: 0.5545 loss_bbox_0: 0.3606 loss_giou_0: 0.5366 loss_ce_1: 0.4583 loss_bbox_1: 0.2478 loss_giou_1: 0.3901 loss_ce_2: 0.4083 loss_bbox_2: 0.2267 loss_giou_2: 0.3488 loss_ce_3: 0.3787 loss_bbox_3: 0.2208 loss_giou_3: 0.3394 loss_ce_4: 0.3754 loss_bbox_4: 0.2132 loss_giou_4: 0.3386 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:23] d2.utils.events INFO: eta: 1 day, 6:00:38 iter: 67119 total_loss: 6.719 loss_ce: 0.3668 loss_bbox: 0.2133 loss_giou: 0.3708 loss_ce_0: 0.5562 loss_bbox_0: 0.3651 loss_giou_0: 0.5796 loss_ce_1: 0.446 loss_bbox_1: 0.2547 loss_giou_1: 0.4301 loss_ce_2: 0.39 loss_bbox_2: 0.2306 loss_giou_2: 0.39 loss_ce_3: 0.368 loss_bbox_3: 0.2225 loss_giou_3: 0.3836 loss_ce_4: 0.3643 loss_bbox_4: 0.2212 loss_giou_4: 0.3725 time: 0.2804 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:29] d2.utils.events INFO: eta: 1 day, 6:01:27 iter: 67139 total_loss: 6.587 loss_ce: 0.3807 loss_bbox: 0.1973 loss_giou: 0.3682 loss_ce_0: 0.5612 loss_bbox_0: 0.3715 loss_giou_0: 0.5585 loss_ce_1: 0.4666 loss_bbox_1: 0.24 loss_giou_1: 0.4218 loss_ce_2: 0.4158 loss_bbox_2: 0.2211 loss_giou_2: 0.3779 loss_ce_3: 0.3931 loss_bbox_3: 0.2084 loss_giou_3: 0.3712 loss_ce_4: 0.3872 loss_bbox_4: 0.1999 loss_giou_4: 0.3695 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:35] d2.utils.events INFO: eta: 1 day, 6:01:15 iter: 67159 total_loss: 6.782 loss_ce: 0.3941 loss_bbox: 0.2149 loss_giou: 0.3892 loss_ce_0: 0.5535 loss_bbox_0: 0.3695 loss_giou_0: 0.5819 loss_ce_1: 0.4667 loss_bbox_1: 0.26 loss_giou_1: 0.4354 loss_ce_2: 0.4191 loss_bbox_2: 0.2295 loss_giou_2: 0.3978 loss_ce_3: 0.3998 loss_bbox_3: 0.2198 loss_giou_3: 0.3943 loss_ce_4: 0.3893 loss_bbox_4: 0.2154 loss_giou_4: 0.3906 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:40] d2.utils.events INFO: eta: 1 day, 6:00:53 iter: 67179 total_loss: 6.532 loss_ce: 0.3652 loss_bbox: 0.2193 loss_giou: 0.3976 loss_ce_0: 0.5618 loss_bbox_0: 0.351 loss_giou_0: 0.5595 loss_ce_1: 0.4488 loss_bbox_1: 0.2437 loss_giou_1: 0.4336 loss_ce_2: 0.3898 loss_bbox_2: 0.2241 loss_giou_2: 0.4119 loss_ce_3: 0.3619 loss_bbox_3: 0.223 loss_giou_3: 0.4102 loss_ce_4: 0.3644 loss_bbox_4: 0.2197 loss_giou_4: 0.4048 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:46] d2.utils.events INFO: eta: 1 day, 6:00:33 iter: 67199 total_loss: 6.603 loss_ce: 0.3988 loss_bbox: 0.2097 loss_giou: 0.3686 loss_ce_0: 0.5738 loss_bbox_0: 0.354 loss_giou_0: 0.5693 loss_ce_1: 0.4673 loss_bbox_1: 0.236 loss_giou_1: 0.4248 loss_ce_2: 0.4303 loss_bbox_2: 0.2219 loss_giou_2: 0.3857 loss_ce_3: 0.4003 loss_bbox_3: 0.2131 loss_giou_3: 0.3729 loss_ce_4: 0.3953 loss_bbox_4: 0.2118 loss_giou_4: 0.3726 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:52] d2.utils.events INFO: eta: 1 day, 6:00:18 iter: 67219 total_loss: 6.461 loss_ce: 0.3718 loss_bbox: 0.2165 loss_giou: 0.3747 loss_ce_0: 0.5532 loss_bbox_0: 0.3653 loss_giou_0: 0.5759 loss_ce_1: 0.4473 loss_bbox_1: 0.2563 loss_giou_1: 0.4262 loss_ce_2: 0.391 loss_bbox_2: 0.2266 loss_giou_2: 0.3934 loss_ce_3: 0.3855 loss_bbox_3: 0.2221 loss_giou_3: 0.3829 loss_ce_4: 0.3705 loss_bbox_4: 0.2156 loss_giou_4: 0.376 time: 0.2804 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 18:40:58] d2.utils.events INFO: eta: 1 day, 5:59:56 iter: 67239 total_loss: 6.669 loss_ce: 0.4019 loss_bbox: 0.2215 loss_giou: 0.3746 loss_ce_0: 0.5696 loss_bbox_0: 0.374 loss_giou_0: 0.575 loss_ce_1: 0.4819 loss_bbox_1: 0.2655 loss_giou_1: 0.4344 loss_ce_2: 0.4257 loss_bbox_2: 0.242 loss_giou_2: 0.4011 loss_ce_3: 0.4161 loss_bbox_3: 0.2298 loss_giou_3: 0.3863 loss_ce_4: 0.405 loss_bbox_4: 0.2256 loss_giou_4: 0.3803 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:03] d2.utils.events INFO: eta: 1 day, 5:59:09 iter: 67259 total_loss: 6.721 loss_ce: 0.372 loss_bbox: 0.2246 loss_giou: 0.3814 loss_ce_0: 0.5576 loss_bbox_0: 0.3738 loss_giou_0: 0.5684 loss_ce_1: 0.4567 loss_bbox_1: 0.2671 loss_giou_1: 0.4376 loss_ce_2: 0.4062 loss_bbox_2: 0.2387 loss_giou_2: 0.3967 loss_ce_3: 0.3743 loss_bbox_3: 0.2305 loss_giou_3: 0.3888 loss_ce_4: 0.3628 loss_bbox_4: 0.2264 loss_giou_4: 0.3881 time: 0.2804 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:09] d2.utils.events INFO: eta: 1 day, 5:59:45 iter: 67279 total_loss: 6.544 loss_ce: 0.3696 loss_bbox: 0.2072 loss_giou: 0.3831 loss_ce_0: 0.5671 loss_bbox_0: 0.3635 loss_giou_0: 0.6107 loss_ce_1: 0.4573 loss_bbox_1: 0.247 loss_giou_1: 0.4445 loss_ce_2: 0.4094 loss_bbox_2: 0.2142 loss_giou_2: 0.4037 loss_ce_3: 0.3966 loss_bbox_3: 0.2096 loss_giou_3: 0.3915 loss_ce_4: 0.3831 loss_bbox_4: 0.212 loss_giou_4: 0.3886 time: 0.2804 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:15] d2.utils.events INFO: eta: 1 day, 5:59:20 iter: 67299 total_loss: 6.436 loss_ce: 0.3602 loss_bbox: 0.2141 loss_giou: 0.3482 loss_ce_0: 0.554 loss_bbox_0: 0.3646 loss_giou_0: 0.5402 loss_ce_1: 0.4368 loss_bbox_1: 0.2487 loss_giou_1: 0.4048 loss_ce_2: 0.3877 loss_bbox_2: 0.2205 loss_giou_2: 0.3723 loss_ce_3: 0.359 loss_bbox_3: 0.2136 loss_giou_3: 0.3599 loss_ce_4: 0.3618 loss_bbox_4: 0.2142 loss_giou_4: 0.3519 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:21] d2.utils.events INFO: eta: 1 day, 5:58:56 iter: 67319 total_loss: 6.618 loss_ce: 0.3649 loss_bbox: 0.2046 loss_giou: 0.4057 loss_ce_0: 0.5432 loss_bbox_0: 0.3621 loss_giou_0: 0.6195 loss_ce_1: 0.4515 loss_bbox_1: 0.2421 loss_giou_1: 0.458 loss_ce_2: 0.4 loss_bbox_2: 0.2191 loss_giou_2: 0.4247 loss_ce_3: 0.3766 loss_bbox_3: 0.2102 loss_giou_3: 0.4116 loss_ce_4: 0.3624 loss_bbox_4: 0.2077 loss_giou_4: 0.4034 time: 0.2804 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:26] d2.utils.events INFO: eta: 1 day, 5:58:46 iter: 67339 total_loss: 6.626 loss_ce: 0.3808 loss_bbox: 0.1968 loss_giou: 0.3675 loss_ce_0: 0.574 loss_bbox_0: 0.3736 loss_giou_0: 0.5631 loss_ce_1: 0.4575 loss_bbox_1: 0.2522 loss_giou_1: 0.4224 loss_ce_2: 0.4013 loss_bbox_2: 0.2156 loss_giou_2: 0.3807 loss_ce_3: 0.384 loss_bbox_3: 0.2071 loss_giou_3: 0.3745 loss_ce_4: 0.3806 loss_bbox_4: 0.1992 loss_giou_4: 0.3732 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:32] d2.utils.events INFO: eta: 1 day, 5:59:22 iter: 67359 total_loss: 6.667 loss_ce: 0.3987 loss_bbox: 0.2198 loss_giou: 0.4027 loss_ce_0: 0.57 loss_bbox_0: 0.3679 loss_giou_0: 0.6013 loss_ce_1: 0.4769 loss_bbox_1: 0.2469 loss_giou_1: 0.4572 loss_ce_2: 0.4157 loss_bbox_2: 0.2337 loss_giou_2: 0.4235 loss_ce_3: 0.4005 loss_bbox_3: 0.224 loss_giou_3: 0.4097 loss_ce_4: 0.3909 loss_bbox_4: 0.2211 loss_giou_4: 0.4007 time: 0.2804 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:38] d2.utils.events INFO: eta: 1 day, 5:59:25 iter: 67379 total_loss: 6.672 loss_ce: 0.3793 loss_bbox: 0.2172 loss_giou: 0.3733 loss_ce_0: 0.5494 loss_bbox_0: 0.3633 loss_giou_0: 0.5697 loss_ce_1: 0.4761 loss_bbox_1: 0.26 loss_giou_1: 0.4275 loss_ce_2: 0.4125 loss_bbox_2: 0.2309 loss_giou_2: 0.3904 loss_ce_3: 0.3917 loss_bbox_3: 0.217 loss_giou_3: 0.3784 loss_ce_4: 0.3738 loss_bbox_4: 0.2161 loss_giou_4: 0.3722 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:44] d2.utils.events INFO: eta: 1 day, 5:59:19 iter: 67399 total_loss: 6.28 loss_ce: 0.3768 loss_bbox: 0.2062 loss_giou: 0.3535 loss_ce_0: 0.5488 loss_bbox_0: 0.3586 loss_giou_0: 0.5537 loss_ce_1: 0.4557 loss_bbox_1: 0.2472 loss_giou_1: 0.4144 loss_ce_2: 0.3981 loss_bbox_2: 0.2282 loss_giou_2: 0.3722 loss_ce_3: 0.3815 loss_bbox_3: 0.2146 loss_giou_3: 0.367 loss_ce_4: 0.3744 loss_bbox_4: 0.2062 loss_giou_4: 0.3564 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:49] d2.utils.events INFO: eta: 1 day, 5:59:10 iter: 67419 total_loss: 6.522 loss_ce: 0.3809 loss_bbox: 0.2052 loss_giou: 0.3676 loss_ce_0: 0.5549 loss_bbox_0: 0.3589 loss_giou_0: 0.5693 loss_ce_1: 0.4649 loss_bbox_1: 0.2453 loss_giou_1: 0.4217 loss_ce_2: 0.4179 loss_bbox_2: 0.2311 loss_giou_2: 0.3918 loss_ce_3: 0.3922 loss_bbox_3: 0.2152 loss_giou_3: 0.3802 loss_ce_4: 0.3877 loss_bbox_4: 0.2097 loss_giou_4: 0.3715 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 18:41:55] d2.utils.events INFO: eta: 1 day, 5:59:05 iter: 67439 total_loss: 6.688 loss_ce: 0.3848 loss_bbox: 0.2192 loss_giou: 0.3812 loss_ce_0: 0.5682 loss_bbox_0: 0.3696 loss_giou_0: 0.5931 loss_ce_1: 0.479 loss_bbox_1: 0.2524 loss_giou_1: 0.4401 loss_ce_2: 0.4143 loss_bbox_2: 0.2281 loss_giou_2: 0.4024 loss_ce_3: 0.3936 loss_bbox_3: 0.2243 loss_giou_3: 0.3924 loss_ce_4: 0.3813 loss_bbox_4: 0.2211 loss_giou_4: 0.3873 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:01] d2.utils.events INFO: eta: 1 day, 5:58:08 iter: 67459 total_loss: 6.404 loss_ce: 0.3709 loss_bbox: 0.2039 loss_giou: 0.374 loss_ce_0: 0.5393 loss_bbox_0: 0.358 loss_giou_0: 0.5752 loss_ce_1: 0.4474 loss_bbox_1: 0.246 loss_giou_1: 0.4157 loss_ce_2: 0.3883 loss_bbox_2: 0.2132 loss_giou_2: 0.392 loss_ce_3: 0.3754 loss_bbox_3: 0.2061 loss_giou_3: 0.3836 loss_ce_4: 0.3745 loss_bbox_4: 0.2047 loss_giou_4: 0.3737 time: 0.2804 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:06] d2.utils.events INFO: eta: 1 day, 5:57:43 iter: 67479 total_loss: 6.627 loss_ce: 0.3711 loss_bbox: 0.2201 loss_giou: 0.3752 loss_ce_0: 0.5481 loss_bbox_0: 0.3673 loss_giou_0: 0.5623 loss_ce_1: 0.4564 loss_bbox_1: 0.2658 loss_giou_1: 0.4223 loss_ce_2: 0.3994 loss_bbox_2: 0.2357 loss_giou_2: 0.394 loss_ce_3: 0.379 loss_bbox_3: 0.2267 loss_giou_3: 0.3827 loss_ce_4: 0.3681 loss_bbox_4: 0.2207 loss_giou_4: 0.3786 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:12] d2.utils.events INFO: eta: 1 day, 5:57:50 iter: 67499 total_loss: 6.278 loss_ce: 0.3454 loss_bbox: 0.2066 loss_giou: 0.3517 loss_ce_0: 0.538 loss_bbox_0: 0.3709 loss_giou_0: 0.5752 loss_ce_1: 0.4414 loss_bbox_1: 0.2468 loss_giou_1: 0.4224 loss_ce_2: 0.3813 loss_bbox_2: 0.2217 loss_giou_2: 0.372 loss_ce_3: 0.3496 loss_bbox_3: 0.2097 loss_giou_3: 0.362 loss_ce_4: 0.3485 loss_bbox_4: 0.2046 loss_giou_4: 0.3588 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:17] d2.utils.events INFO: eta: 1 day, 5:57:15 iter: 67519 total_loss: 6.785 loss_ce: 0.3892 loss_bbox: 0.229 loss_giou: 0.3832 loss_ce_0: 0.5835 loss_bbox_0: 0.3632 loss_giou_0: 0.5582 loss_ce_1: 0.4722 loss_bbox_1: 0.2638 loss_giou_1: 0.4219 loss_ce_2: 0.4287 loss_bbox_2: 0.2323 loss_giou_2: 0.3956 loss_ce_3: 0.3938 loss_bbox_3: 0.2238 loss_giou_3: 0.386 loss_ce_4: 0.3977 loss_bbox_4: 0.229 loss_giou_4: 0.3847 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:23] d2.utils.events INFO: eta: 1 day, 5:56:23 iter: 67539 total_loss: 6.658 loss_ce: 0.3642 loss_bbox: 0.2209 loss_giou: 0.3825 loss_ce_0: 0.5496 loss_bbox_0: 0.3822 loss_giou_0: 0.5807 loss_ce_1: 0.4502 loss_bbox_1: 0.267 loss_giou_1: 0.4376 loss_ce_2: 0.4016 loss_bbox_2: 0.2403 loss_giou_2: 0.397 loss_ce_3: 0.3746 loss_bbox_3: 0.2281 loss_giou_3: 0.3876 loss_ce_4: 0.3609 loss_bbox_4: 0.2195 loss_giou_4: 0.3812 time: 0.2804 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:29] d2.utils.events INFO: eta: 1 day, 5:56:32 iter: 67559 total_loss: 6.529 loss_ce: 0.377 loss_bbox: 0.2046 loss_giou: 0.3776 loss_ce_0: 0.5601 loss_bbox_0: 0.3554 loss_giou_0: 0.5541 loss_ce_1: 0.4723 loss_bbox_1: 0.2406 loss_giou_1: 0.4231 loss_ce_2: 0.4088 loss_bbox_2: 0.222 loss_giou_2: 0.4014 loss_ce_3: 0.3819 loss_bbox_3: 0.2127 loss_giou_3: 0.3787 loss_ce_4: 0.3742 loss_bbox_4: 0.2073 loss_giou_4: 0.3777 time: 0.2804 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:34] d2.utils.events INFO: eta: 1 day, 5:56:35 iter: 67579 total_loss: 6.803 loss_ce: 0.3875 loss_bbox: 0.2286 loss_giou: 0.3992 loss_ce_0: 0.5575 loss_bbox_0: 0.3639 loss_giou_0: 0.5852 loss_ce_1: 0.4747 loss_bbox_1: 0.2661 loss_giou_1: 0.4458 loss_ce_2: 0.4209 loss_bbox_2: 0.2453 loss_giou_2: 0.4084 loss_ce_3: 0.3962 loss_bbox_3: 0.2378 loss_giou_3: 0.4059 loss_ce_4: 0.3901 loss_bbox_4: 0.2316 loss_giou_4: 0.3991 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:40] d2.utils.events INFO: eta: 1 day, 5:56:06 iter: 67599 total_loss: 6.64 loss_ce: 0.3652 loss_bbox: 0.2134 loss_giou: 0.3746 loss_ce_0: 0.5534 loss_bbox_0: 0.3653 loss_giou_0: 0.5989 loss_ce_1: 0.449 loss_bbox_1: 0.2548 loss_giou_1: 0.4405 loss_ce_2: 0.3921 loss_bbox_2: 0.2297 loss_giou_2: 0.4032 loss_ce_3: 0.367 loss_bbox_3: 0.2221 loss_giou_3: 0.3924 loss_ce_4: 0.3639 loss_bbox_4: 0.2176 loss_giou_4: 0.3808 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:46] d2.utils.events INFO: eta: 1 day, 5:56:15 iter: 67619 total_loss: 6.477 loss_ce: 0.3842 loss_bbox: 0.2129 loss_giou: 0.3651 loss_ce_0: 0.5307 loss_bbox_0: 0.3601 loss_giou_0: 0.5763 loss_ce_1: 0.441 loss_bbox_1: 0.2505 loss_giou_1: 0.4191 loss_ce_2: 0.4126 loss_bbox_2: 0.2283 loss_giou_2: 0.382 loss_ce_3: 0.3882 loss_bbox_3: 0.2182 loss_giou_3: 0.3741 loss_ce_4: 0.3799 loss_bbox_4: 0.2135 loss_giou_4: 0.3678 time: 0.2804 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:52] d2.utils.events INFO: eta: 1 day, 5:56:09 iter: 67639 total_loss: 6.757 loss_ce: 0.3851 loss_bbox: 0.2409 loss_giou: 0.3804 loss_ce_0: 0.5681 loss_bbox_0: 0.3806 loss_giou_0: 0.566 loss_ce_1: 0.4678 loss_bbox_1: 0.2665 loss_giou_1: 0.4265 loss_ce_2: 0.4182 loss_bbox_2: 0.2486 loss_giou_2: 0.3974 loss_ce_3: 0.3819 loss_bbox_3: 0.2405 loss_giou_3: 0.3846 loss_ce_4: 0.3861 loss_bbox_4: 0.2356 loss_giou_4: 0.3838 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 18:42:57] d2.utils.events INFO: eta: 1 day, 5:55:00 iter: 67659 total_loss: 6.408 loss_ce: 0.3611 loss_bbox: 0.2115 loss_giou: 0.3827 loss_ce_0: 0.5491 loss_bbox_0: 0.3543 loss_giou_0: 0.5865 loss_ce_1: 0.4391 loss_bbox_1: 0.242 loss_giou_1: 0.4363 loss_ce_2: 0.3774 loss_bbox_2: 0.2247 loss_giou_2: 0.4034 loss_ce_3: 0.3557 loss_bbox_3: 0.2132 loss_giou_3: 0.3917 loss_ce_4: 0.3621 loss_bbox_4: 0.2084 loss_giou_4: 0.3892 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:03] d2.utils.events INFO: eta: 1 day, 5:54:17 iter: 67679 total_loss: 6.58 loss_ce: 0.3716 loss_bbox: 0.2121 loss_giou: 0.3685 loss_ce_0: 0.555 loss_bbox_0: 0.3655 loss_giou_0: 0.5659 loss_ce_1: 0.4647 loss_bbox_1: 0.2576 loss_giou_1: 0.4207 loss_ce_2: 0.4083 loss_bbox_2: 0.2313 loss_giou_2: 0.382 loss_ce_3: 0.3873 loss_bbox_3: 0.2183 loss_giou_3: 0.3735 loss_ce_4: 0.3758 loss_bbox_4: 0.2111 loss_giou_4: 0.3652 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:09] d2.utils.events INFO: eta: 1 day, 5:54:11 iter: 67699 total_loss: 6.844 loss_ce: 0.3742 loss_bbox: 0.2169 loss_giou: 0.391 loss_ce_0: 0.5587 loss_bbox_0: 0.3727 loss_giou_0: 0.631 loss_ce_1: 0.4652 loss_bbox_1: 0.2544 loss_giou_1: 0.4557 loss_ce_2: 0.414 loss_bbox_2: 0.2353 loss_giou_2: 0.4134 loss_ce_3: 0.3849 loss_bbox_3: 0.229 loss_giou_3: 0.4022 loss_ce_4: 0.3786 loss_bbox_4: 0.2205 loss_giou_4: 0.3952 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:14] d2.utils.events INFO: eta: 1 day, 5:53:19 iter: 67719 total_loss: 6.742 loss_ce: 0.3883 loss_bbox: 0.2295 loss_giou: 0.3752 loss_ce_0: 0.5761 loss_bbox_0: 0.3746 loss_giou_0: 0.569 loss_ce_1: 0.4955 loss_bbox_1: 0.2658 loss_giou_1: 0.4345 loss_ce_2: 0.434 loss_bbox_2: 0.2408 loss_giou_2: 0.4028 loss_ce_3: 0.4028 loss_bbox_3: 0.2313 loss_giou_3: 0.384 loss_ce_4: 0.3955 loss_bbox_4: 0.2282 loss_giou_4: 0.374 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:20] d2.utils.events INFO: eta: 1 day, 5:52:12 iter: 67739 total_loss: 7.063 loss_ce: 0.4086 loss_bbox: 0.2373 loss_giou: 0.3933 loss_ce_0: 0.5701 loss_bbox_0: 0.3984 loss_giou_0: 0.5794 loss_ce_1: 0.474 loss_bbox_1: 0.2722 loss_giou_1: 0.4441 loss_ce_2: 0.4357 loss_bbox_2: 0.2485 loss_giou_2: 0.4167 loss_ce_3: 0.4233 loss_bbox_3: 0.2425 loss_giou_3: 0.4006 loss_ce_4: 0.4107 loss_bbox_4: 0.2414 loss_giou_4: 0.3955 time: 0.2804 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:26] d2.utils.events INFO: eta: 1 day, 5:52:07 iter: 67759 total_loss: 6.494 loss_ce: 0.3607 loss_bbox: 0.209 loss_giou: 0.3686 loss_ce_0: 0.5477 loss_bbox_0: 0.3622 loss_giou_0: 0.5741 loss_ce_1: 0.4375 loss_bbox_1: 0.2466 loss_giou_1: 0.4245 loss_ce_2: 0.3887 loss_bbox_2: 0.2295 loss_giou_2: 0.3872 loss_ce_3: 0.3635 loss_bbox_3: 0.2158 loss_giou_3: 0.3789 loss_ce_4: 0.3584 loss_bbox_4: 0.2135 loss_giou_4: 0.3728 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:31] d2.utils.events INFO: eta: 1 day, 5:51:36 iter: 67779 total_loss: 6.583 loss_ce: 0.3818 loss_bbox: 0.2133 loss_giou: 0.3692 loss_ce_0: 0.5668 loss_bbox_0: 0.3592 loss_giou_0: 0.5616 loss_ce_1: 0.4636 loss_bbox_1: 0.2554 loss_giou_1: 0.4243 loss_ce_2: 0.4103 loss_bbox_2: 0.2356 loss_giou_2: 0.3898 loss_ce_3: 0.3901 loss_bbox_3: 0.2265 loss_giou_3: 0.3793 loss_ce_4: 0.38 loss_bbox_4: 0.2173 loss_giou_4: 0.377 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:37] d2.utils.events INFO: eta: 1 day, 5:52:18 iter: 67799 total_loss: 6.617 loss_ce: 0.3662 loss_bbox: 0.2233 loss_giou: 0.3787 loss_ce_0: 0.5497 loss_bbox_0: 0.373 loss_giou_0: 0.5906 loss_ce_1: 0.4529 loss_bbox_1: 0.2592 loss_giou_1: 0.4344 loss_ce_2: 0.3944 loss_bbox_2: 0.231 loss_giou_2: 0.3972 loss_ce_3: 0.3665 loss_bbox_3: 0.2296 loss_giou_3: 0.3888 loss_ce_4: 0.3638 loss_bbox_4: 0.2278 loss_giou_4: 0.3829 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:43] d2.utils.events INFO: eta: 1 day, 5:53:37 iter: 67819 total_loss: 6.499 loss_ce: 0.336 loss_bbox: 0.2155 loss_giou: 0.3993 loss_ce_0: 0.5041 loss_bbox_0: 0.3384 loss_giou_0: 0.5898 loss_ce_1: 0.4161 loss_bbox_1: 0.2433 loss_giou_1: 0.4354 loss_ce_2: 0.3685 loss_bbox_2: 0.2312 loss_giou_2: 0.4145 loss_ce_3: 0.3396 loss_bbox_3: 0.2226 loss_giou_3: 0.4021 loss_ce_4: 0.3403 loss_bbox_4: 0.2211 loss_giou_4: 0.3996 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:49] d2.utils.events INFO: eta: 1 day, 5:54:11 iter: 67839 total_loss: 6.858 loss_ce: 0.3808 loss_bbox: 0.243 loss_giou: 0.3992 loss_ce_0: 0.5682 loss_bbox_0: 0.3816 loss_giou_0: 0.5781 loss_ce_1: 0.4616 loss_bbox_1: 0.276 loss_giou_1: 0.4517 loss_ce_2: 0.4106 loss_bbox_2: 0.2566 loss_giou_2: 0.4197 loss_ce_3: 0.3903 loss_bbox_3: 0.2462 loss_giou_3: 0.4001 loss_ce_4: 0.3812 loss_bbox_4: 0.242 loss_giou_4: 0.3962 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:43:54] d2.utils.events INFO: eta: 1 day, 5:54:06 iter: 67859 total_loss: 6.803 loss_ce: 0.3871 loss_bbox: 0.2203 loss_giou: 0.3891 loss_ce_0: 0.5645 loss_bbox_0: 0.3714 loss_giou_0: 0.6054 loss_ce_1: 0.4645 loss_bbox_1: 0.2516 loss_giou_1: 0.4416 loss_ce_2: 0.4096 loss_bbox_2: 0.2366 loss_giou_2: 0.4039 loss_ce_3: 0.3905 loss_bbox_3: 0.2234 loss_giou_3: 0.3934 loss_ce_4: 0.392 loss_bbox_4: 0.2205 loss_giou_4: 0.386 time: 0.2804 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:00] d2.utils.events INFO: eta: 1 day, 5:53:50 iter: 67879 total_loss: 6.748 loss_ce: 0.3864 loss_bbox: 0.2228 loss_giou: 0.4091 loss_ce_0: 0.5664 loss_bbox_0: 0.3629 loss_giou_0: 0.5925 loss_ce_1: 0.4728 loss_bbox_1: 0.2594 loss_giou_1: 0.4482 loss_ce_2: 0.422 loss_bbox_2: 0.2381 loss_giou_2: 0.4078 loss_ce_3: 0.4095 loss_bbox_3: 0.2285 loss_giou_3: 0.4189 loss_ce_4: 0.393 loss_bbox_4: 0.227 loss_giou_4: 0.4095 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:06] d2.utils.events INFO: eta: 1 day, 5:53:55 iter: 67899 total_loss: 6.617 loss_ce: 0.3681 loss_bbox: 0.219 loss_giou: 0.3852 loss_ce_0: 0.5517 loss_bbox_0: 0.3657 loss_giou_0: 0.6029 loss_ce_1: 0.46 loss_bbox_1: 0.2608 loss_giou_1: 0.4409 loss_ce_2: 0.3979 loss_bbox_2: 0.2283 loss_giou_2: 0.4047 loss_ce_3: 0.3686 loss_bbox_3: 0.2194 loss_giou_3: 0.3881 loss_ce_4: 0.3668 loss_bbox_4: 0.2162 loss_giou_4: 0.3806 time: 0.2804 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:11] d2.utils.events INFO: eta: 1 day, 5:53:58 iter: 67919 total_loss: 6.57 loss_ce: 0.3769 loss_bbox: 0.2209 loss_giou: 0.3681 loss_ce_0: 0.5421 loss_bbox_0: 0.372 loss_giou_0: 0.5556 loss_ce_1: 0.4575 loss_bbox_1: 0.2593 loss_giou_1: 0.4245 loss_ce_2: 0.4201 loss_bbox_2: 0.2335 loss_giou_2: 0.3874 loss_ce_3: 0.3919 loss_bbox_3: 0.2281 loss_giou_3: 0.3777 loss_ce_4: 0.3812 loss_bbox_4: 0.2206 loss_giou_4: 0.3772 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:17] d2.utils.events INFO: eta: 1 day, 5:54:16 iter: 67939 total_loss: 6.679 loss_ce: 0.3756 loss_bbox: 0.2206 loss_giou: 0.3936 loss_ce_0: 0.5479 loss_bbox_0: 0.3643 loss_giou_0: 0.5902 loss_ce_1: 0.4625 loss_bbox_1: 0.2601 loss_giou_1: 0.4434 loss_ce_2: 0.4062 loss_bbox_2: 0.2391 loss_giou_2: 0.4007 loss_ce_3: 0.391 loss_bbox_3: 0.2335 loss_giou_3: 0.3936 loss_ce_4: 0.3787 loss_bbox_4: 0.2263 loss_giou_4: 0.3954 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:23] d2.utils.events INFO: eta: 1 day, 5:54:10 iter: 67959 total_loss: 6.808 loss_ce: 0.3962 loss_bbox: 0.2413 loss_giou: 0.3686 loss_ce_0: 0.5632 loss_bbox_0: 0.4113 loss_giou_0: 0.5584 loss_ce_1: 0.4763 loss_bbox_1: 0.2982 loss_giou_1: 0.4269 loss_ce_2: 0.4176 loss_bbox_2: 0.2635 loss_giou_2: 0.3957 loss_ce_3: 0.4076 loss_bbox_3: 0.2544 loss_giou_3: 0.3784 loss_ce_4: 0.3944 loss_bbox_4: 0.2522 loss_giou_4: 0.3714 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:28] d2.utils.events INFO: eta: 1 day, 5:53:59 iter: 67979 total_loss: 6.783 loss_ce: 0.3838 loss_bbox: 0.2206 loss_giou: 0.3832 loss_ce_0: 0.5599 loss_bbox_0: 0.3738 loss_giou_0: 0.5846 loss_ce_1: 0.4558 loss_bbox_1: 0.2611 loss_giou_1: 0.4371 loss_ce_2: 0.4091 loss_bbox_2: 0.2325 loss_giou_2: 0.3987 loss_ce_3: 0.3948 loss_bbox_3: 0.2208 loss_giou_3: 0.3851 loss_ce_4: 0.3811 loss_bbox_4: 0.221 loss_giou_4: 0.3807 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:34] d2.utils.events INFO: eta: 1 day, 5:53:48 iter: 67999 total_loss: 6.447 loss_ce: 0.3782 loss_bbox: 0.2163 loss_giou: 0.337 loss_ce_0: 0.5602 loss_bbox_0: 0.3623 loss_giou_0: 0.5285 loss_ce_1: 0.4763 loss_bbox_1: 0.2539 loss_giou_1: 0.3913 loss_ce_2: 0.4114 loss_bbox_2: 0.2265 loss_giou_2: 0.357 loss_ce_3: 0.3894 loss_bbox_3: 0.2176 loss_giou_3: 0.345 loss_ce_4: 0.3824 loss_bbox_4: 0.2185 loss_giou_4: 0.3404 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:40] d2.utils.events INFO: eta: 1 day, 5:54:12 iter: 68019 total_loss: 6.382 loss_ce: 0.361 loss_bbox: 0.2011 loss_giou: 0.3841 loss_ce_0: 0.5362 loss_bbox_0: 0.3524 loss_giou_0: 0.5801 loss_ce_1: 0.4416 loss_bbox_1: 0.2357 loss_giou_1: 0.441 loss_ce_2: 0.3869 loss_bbox_2: 0.2072 loss_giou_2: 0.4059 loss_ce_3: 0.3616 loss_bbox_3: 0.2082 loss_giou_3: 0.39 loss_ce_4: 0.3589 loss_bbox_4: 0.2007 loss_giou_4: 0.3883 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:46] d2.utils.events INFO: eta: 1 day, 5:54:22 iter: 68039 total_loss: 6.346 loss_ce: 0.3797 loss_bbox: 0.2028 loss_giou: 0.3584 loss_ce_0: 0.5592 loss_bbox_0: 0.3414 loss_giou_0: 0.5585 loss_ce_1: 0.4707 loss_bbox_1: 0.2384 loss_giou_1: 0.4158 loss_ce_2: 0.4051 loss_bbox_2: 0.2122 loss_giou_2: 0.3715 loss_ce_3: 0.3924 loss_bbox_3: 0.2055 loss_giou_3: 0.3632 loss_ce_4: 0.3825 loss_bbox_4: 0.1967 loss_giou_4: 0.3558 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:51] d2.utils.events INFO: eta: 1 day, 5:55:29 iter: 68059 total_loss: 6.316 loss_ce: 0.3611 loss_bbox: 0.2107 loss_giou: 0.3464 loss_ce_0: 0.5364 loss_bbox_0: 0.3572 loss_giou_0: 0.5354 loss_ce_1: 0.4544 loss_bbox_1: 0.2521 loss_giou_1: 0.3944 loss_ce_2: 0.3975 loss_bbox_2: 0.221 loss_giou_2: 0.3627 loss_ce_3: 0.3742 loss_bbox_3: 0.212 loss_giou_3: 0.3525 loss_ce_4: 0.3676 loss_bbox_4: 0.2096 loss_giou_4: 0.3487 time: 0.2804 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 18:44:57] d2.utils.events INFO: eta: 1 day, 5:56:01 iter: 68079 total_loss: 6.668 loss_ce: 0.3749 loss_bbox: 0.2307 loss_giou: 0.3871 loss_ce_0: 0.5555 loss_bbox_0: 0.3676 loss_giou_0: 0.5766 loss_ce_1: 0.4633 loss_bbox_1: 0.2539 loss_giou_1: 0.4351 loss_ce_2: 0.3979 loss_bbox_2: 0.2381 loss_giou_2: 0.4082 loss_ce_3: 0.3804 loss_bbox_3: 0.2284 loss_giou_3: 0.3945 loss_ce_4: 0.3722 loss_bbox_4: 0.2265 loss_giou_4: 0.3955 time: 0.2804 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:03] d2.utils.events INFO: eta: 1 day, 5:55:18 iter: 68099 total_loss: 6.652 loss_ce: 0.3728 loss_bbox: 0.2217 loss_giou: 0.38 loss_ce_0: 0.5388 loss_bbox_0: 0.3735 loss_giou_0: 0.6259 loss_ce_1: 0.4565 loss_bbox_1: 0.2561 loss_giou_1: 0.4429 loss_ce_2: 0.4044 loss_bbox_2: 0.2327 loss_giou_2: 0.4049 loss_ce_3: 0.3793 loss_bbox_3: 0.2281 loss_giou_3: 0.3905 loss_ce_4: 0.3709 loss_bbox_4: 0.2197 loss_giou_4: 0.383 time: 0.2804 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:09] d2.utils.events INFO: eta: 1 day, 5:55:57 iter: 68119 total_loss: 6.73 loss_ce: 0.3687 loss_bbox: 0.2268 loss_giou: 0.3879 loss_ce_0: 0.5532 loss_bbox_0: 0.367 loss_giou_0: 0.5893 loss_ce_1: 0.4564 loss_bbox_1: 0.251 loss_giou_1: 0.4337 loss_ce_2: 0.4055 loss_bbox_2: 0.2413 loss_giou_2: 0.3977 loss_ce_3: 0.3804 loss_bbox_3: 0.2273 loss_giou_3: 0.3938 loss_ce_4: 0.3713 loss_bbox_4: 0.2218 loss_giou_4: 0.3862 time: 0.2804 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:14] d2.utils.events INFO: eta: 1 day, 5:53:54 iter: 68139 total_loss: 6.484 loss_ce: 0.3529 loss_bbox: 0.2146 loss_giou: 0.3715 loss_ce_0: 0.5531 loss_bbox_0: 0.3462 loss_giou_0: 0.548 loss_ce_1: 0.4518 loss_bbox_1: 0.2439 loss_giou_1: 0.4204 loss_ce_2: 0.3992 loss_bbox_2: 0.2253 loss_giou_2: 0.4016 loss_ce_3: 0.3615 loss_bbox_3: 0.2207 loss_giou_3: 0.3839 loss_ce_4: 0.3519 loss_bbox_4: 0.2165 loss_giou_4: 0.3738 time: 0.2804 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:20] d2.utils.events INFO: eta: 1 day, 5:54:03 iter: 68159 total_loss: 6.523 loss_ce: 0.3728 loss_bbox: 0.2103 loss_giou: 0.3854 loss_ce_0: 0.5508 loss_bbox_0: 0.3446 loss_giou_0: 0.5785 loss_ce_1: 0.4629 loss_bbox_1: 0.2509 loss_giou_1: 0.4418 loss_ce_2: 0.4031 loss_bbox_2: 0.222 loss_giou_2: 0.4081 loss_ce_3: 0.3859 loss_bbox_3: 0.2104 loss_giou_3: 0.3994 loss_ce_4: 0.3791 loss_bbox_4: 0.2171 loss_giou_4: 0.3885 time: 0.2804 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:26] d2.utils.events INFO: eta: 1 day, 5:53:58 iter: 68179 total_loss: 6.48 loss_ce: 0.3662 loss_bbox: 0.2115 loss_giou: 0.3879 loss_ce_0: 0.5689 loss_bbox_0: 0.3543 loss_giou_0: 0.5867 loss_ce_1: 0.4676 loss_bbox_1: 0.2416 loss_giou_1: 0.437 loss_ce_2: 0.3999 loss_bbox_2: 0.2236 loss_giou_2: 0.3981 loss_ce_3: 0.3771 loss_bbox_3: 0.2222 loss_giou_3: 0.3927 loss_ce_4: 0.3737 loss_bbox_4: 0.2124 loss_giou_4: 0.3842 time: 0.2804 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:31] d2.utils.events INFO: eta: 1 day, 5:53:52 iter: 68199 total_loss: 6.763 loss_ce: 0.3739 loss_bbox: 0.2288 loss_giou: 0.4065 loss_ce_0: 0.5549 loss_bbox_0: 0.3586 loss_giou_0: 0.6264 loss_ce_1: 0.4625 loss_bbox_1: 0.2593 loss_giou_1: 0.4734 loss_ce_2: 0.4156 loss_bbox_2: 0.2413 loss_giou_2: 0.4255 loss_ce_3: 0.3894 loss_bbox_3: 0.235 loss_giou_3: 0.413 loss_ce_4: 0.3724 loss_bbox_4: 0.2298 loss_giou_4: 0.4099 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:37] d2.utils.events INFO: eta: 1 day, 5:54:22 iter: 68219 total_loss: 6.633 loss_ce: 0.3613 loss_bbox: 0.2231 loss_giou: 0.3806 loss_ce_0: 0.5617 loss_bbox_0: 0.3627 loss_giou_0: 0.5749 loss_ce_1: 0.4496 loss_bbox_1: 0.2613 loss_giou_1: 0.4366 loss_ce_2: 0.3916 loss_bbox_2: 0.2363 loss_giou_2: 0.4034 loss_ce_3: 0.3705 loss_bbox_3: 0.2291 loss_giou_3: 0.3865 loss_ce_4: 0.3634 loss_bbox_4: 0.2224 loss_giou_4: 0.3821 time: 0.2804 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:43] d2.utils.events INFO: eta: 1 day, 5:54:11 iter: 68239 total_loss: 6.929 loss_ce: 0.4107 loss_bbox: 0.2235 loss_giou: 0.3865 loss_ce_0: 0.5772 loss_bbox_0: 0.3783 loss_giou_0: 0.5968 loss_ce_1: 0.4835 loss_bbox_1: 0.2877 loss_giou_1: 0.4408 loss_ce_2: 0.4374 loss_bbox_2: 0.2444 loss_giou_2: 0.4011 loss_ce_3: 0.4113 loss_bbox_3: 0.2371 loss_giou_3: 0.3918 loss_ce_4: 0.4142 loss_bbox_4: 0.2285 loss_giou_4: 0.3879 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:48] d2.utils.events INFO: eta: 1 day, 5:53:04 iter: 68259 total_loss: 6.242 loss_ce: 0.339 loss_bbox: 0.2128 loss_giou: 0.3444 loss_ce_0: 0.5223 loss_bbox_0: 0.3694 loss_giou_0: 0.5213 loss_ce_1: 0.4137 loss_bbox_1: 0.249 loss_giou_1: 0.3911 loss_ce_2: 0.3645 loss_bbox_2: 0.2314 loss_giou_2: 0.3623 loss_ce_3: 0.338 loss_bbox_3: 0.2184 loss_giou_3: 0.348 loss_ce_4: 0.3405 loss_bbox_4: 0.2178 loss_giou_4: 0.3472 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 18:45:54] d2.utils.events INFO: eta: 1 day, 5:52:44 iter: 68279 total_loss: 6.492 loss_ce: 0.3616 loss_bbox: 0.2275 loss_giou: 0.3632 loss_ce_0: 0.5476 loss_bbox_0: 0.3716 loss_giou_0: 0.5406 loss_ce_1: 0.4566 loss_bbox_1: 0.2594 loss_giou_1: 0.415 loss_ce_2: 0.3913 loss_bbox_2: 0.2388 loss_giou_2: 0.3764 loss_ce_3: 0.3691 loss_bbox_3: 0.2337 loss_giou_3: 0.3714 loss_ce_4: 0.3599 loss_bbox_4: 0.2291 loss_giou_4: 0.3657 time: 0.2804 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:00] d2.utils.events INFO: eta: 1 day, 5:53:08 iter: 68299 total_loss: 6.772 loss_ce: 0.3952 loss_bbox: 0.2224 loss_giou: 0.3709 loss_ce_0: 0.5853 loss_bbox_0: 0.3772 loss_giou_0: 0.5893 loss_ce_1: 0.4803 loss_bbox_1: 0.2617 loss_giou_1: 0.4136 loss_ce_2: 0.4285 loss_bbox_2: 0.2336 loss_giou_2: 0.381 loss_ce_3: 0.3973 loss_bbox_3: 0.2258 loss_giou_3: 0.3723 loss_ce_4: 0.3904 loss_bbox_4: 0.2258 loss_giou_4: 0.3767 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:05] d2.utils.events INFO: eta: 1 day, 5:53:18 iter: 68319 total_loss: 6.791 loss_ce: 0.3755 loss_bbox: 0.2327 loss_giou: 0.3989 loss_ce_0: 0.5525 loss_bbox_0: 0.359 loss_giou_0: 0.5932 loss_ce_1: 0.4689 loss_bbox_1: 0.256 loss_giou_1: 0.454 loss_ce_2: 0.4189 loss_bbox_2: 0.2263 loss_giou_2: 0.4185 loss_ce_3: 0.3814 loss_bbox_3: 0.2235 loss_giou_3: 0.4054 loss_ce_4: 0.3766 loss_bbox_4: 0.2284 loss_giou_4: 0.3991 time: 0.2804 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:11] d2.utils.events INFO: eta: 1 day, 5:52:59 iter: 68339 total_loss: 6.82 loss_ce: 0.3721 loss_bbox: 0.2351 loss_giou: 0.3773 loss_ce_0: 0.5712 loss_bbox_0: 0.3918 loss_giou_0: 0.5773 loss_ce_1: 0.4684 loss_bbox_1: 0.2707 loss_giou_1: 0.4228 loss_ce_2: 0.413 loss_bbox_2: 0.2442 loss_giou_2: 0.3956 loss_ce_3: 0.3876 loss_bbox_3: 0.2403 loss_giou_3: 0.3862 loss_ce_4: 0.3768 loss_bbox_4: 0.2321 loss_giou_4: 0.3776 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:17] d2.utils.events INFO: eta: 1 day, 5:52:38 iter: 68359 total_loss: 6.654 loss_ce: 0.3818 loss_bbox: 0.2215 loss_giou: 0.363 loss_ce_0: 0.5733 loss_bbox_0: 0.3658 loss_giou_0: 0.5416 loss_ce_1: 0.4726 loss_bbox_1: 0.2533 loss_giou_1: 0.4021 loss_ce_2: 0.4209 loss_bbox_2: 0.2288 loss_giou_2: 0.3792 loss_ce_3: 0.3938 loss_bbox_3: 0.2225 loss_giou_3: 0.3641 loss_ce_4: 0.3812 loss_bbox_4: 0.219 loss_giou_4: 0.3607 time: 0.2804 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:23] d2.utils.events INFO: eta: 1 day, 5:52:33 iter: 68379 total_loss: 6.478 loss_ce: 0.3726 loss_bbox: 0.2169 loss_giou: 0.3782 loss_ce_0: 0.5561 loss_bbox_0: 0.3543 loss_giou_0: 0.5742 loss_ce_1: 0.4539 loss_bbox_1: 0.25 loss_giou_1: 0.428 loss_ce_2: 0.4024 loss_bbox_2: 0.2311 loss_giou_2: 0.388 loss_ce_3: 0.3813 loss_bbox_3: 0.2235 loss_giou_3: 0.3835 loss_ce_4: 0.3727 loss_bbox_4: 0.2221 loss_giou_4: 0.3761 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:28] d2.utils.events INFO: eta: 1 day, 5:52:06 iter: 68399 total_loss: 6.841 loss_ce: 0.4145 loss_bbox: 0.2284 loss_giou: 0.3548 loss_ce_0: 0.5885 loss_bbox_0: 0.3732 loss_giou_0: 0.5368 loss_ce_1: 0.4917 loss_bbox_1: 0.2611 loss_giou_1: 0.4116 loss_ce_2: 0.4469 loss_bbox_2: 0.2412 loss_giou_2: 0.3674 loss_ce_3: 0.4186 loss_bbox_3: 0.2358 loss_giou_3: 0.3572 loss_ce_4: 0.4097 loss_bbox_4: 0.2377 loss_giou_4: 0.3541 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:34] d2.utils.events INFO: eta: 1 day, 5:52:35 iter: 68419 total_loss: 6.739 loss_ce: 0.38 loss_bbox: 0.2234 loss_giou: 0.3969 loss_ce_0: 0.563 loss_bbox_0: 0.3678 loss_giou_0: 0.5705 loss_ce_1: 0.4839 loss_bbox_1: 0.2605 loss_giou_1: 0.4446 loss_ce_2: 0.4128 loss_bbox_2: 0.2294 loss_giou_2: 0.4138 loss_ce_3: 0.3855 loss_bbox_3: 0.2259 loss_giou_3: 0.4057 loss_ce_4: 0.3737 loss_bbox_4: 0.2268 loss_giou_4: 0.397 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:40] d2.utils.events INFO: eta: 1 day, 5:53:05 iter: 68439 total_loss: 6.555 loss_ce: 0.3805 loss_bbox: 0.2168 loss_giou: 0.3784 loss_ce_0: 0.5731 loss_bbox_0: 0.3704 loss_giou_0: 0.6009 loss_ce_1: 0.4667 loss_bbox_1: 0.2482 loss_giou_1: 0.436 loss_ce_2: 0.4077 loss_bbox_2: 0.2333 loss_giou_2: 0.3983 loss_ce_3: 0.385 loss_bbox_3: 0.2271 loss_giou_3: 0.3878 loss_ce_4: 0.3784 loss_bbox_4: 0.2188 loss_giou_4: 0.3773 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:45] d2.utils.events INFO: eta: 1 day, 5:53:41 iter: 68459 total_loss: 6.789 loss_ce: 0.3665 loss_bbox: 0.2198 loss_giou: 0.3648 loss_ce_0: 0.5602 loss_bbox_0: 0.3683 loss_giou_0: 0.529 loss_ce_1: 0.4633 loss_bbox_1: 0.2549 loss_giou_1: 0.4147 loss_ce_2: 0.4016 loss_bbox_2: 0.2313 loss_giou_2: 0.3847 loss_ce_3: 0.372 loss_bbox_3: 0.2285 loss_giou_3: 0.3763 loss_ce_4: 0.3707 loss_bbox_4: 0.2227 loss_giou_4: 0.3651 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:51] d2.utils.events INFO: eta: 1 day, 5:53:58 iter: 68479 total_loss: 6.502 loss_ce: 0.3545 loss_bbox: 0.2469 loss_giou: 0.3717 loss_ce_0: 0.5517 loss_bbox_0: 0.3935 loss_giou_0: 0.5564 loss_ce_1: 0.4638 loss_bbox_1: 0.2846 loss_giou_1: 0.4245 loss_ce_2: 0.3975 loss_bbox_2: 0.2643 loss_giou_2: 0.3892 loss_ce_3: 0.372 loss_bbox_3: 0.2553 loss_giou_3: 0.3771 loss_ce_4: 0.3643 loss_bbox_4: 0.2516 loss_giou_4: 0.3731 time: 0.2804 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 18:46:57] d2.utils.events INFO: eta: 1 day, 5:53:52 iter: 68499 total_loss: 6.49 loss_ce: 0.3678 loss_bbox: 0.234 loss_giou: 0.3679 loss_ce_0: 0.5528 loss_bbox_0: 0.3764 loss_giou_0: 0.5388 loss_ce_1: 0.4669 loss_bbox_1: 0.2633 loss_giou_1: 0.4102 loss_ce_2: 0.398 loss_bbox_2: 0.2411 loss_giou_2: 0.3734 loss_ce_3: 0.3729 loss_bbox_3: 0.2368 loss_giou_3: 0.3784 loss_ce_4: 0.3686 loss_bbox_4: 0.2338 loss_giou_4: 0.374 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:02] d2.utils.events INFO: eta: 1 day, 5:53:42 iter: 68519 total_loss: 6.723 loss_ce: 0.3839 loss_bbox: 0.2341 loss_giou: 0.3711 loss_ce_0: 0.5594 loss_bbox_0: 0.3904 loss_giou_0: 0.5585 loss_ce_1: 0.4741 loss_bbox_1: 0.2701 loss_giou_1: 0.4129 loss_ce_2: 0.4222 loss_bbox_2: 0.2437 loss_giou_2: 0.3841 loss_ce_3: 0.3969 loss_bbox_3: 0.2423 loss_giou_3: 0.3742 loss_ce_4: 0.3887 loss_bbox_4: 0.238 loss_giou_4: 0.3738 time: 0.2804 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:08] d2.utils.events INFO: eta: 1 day, 5:53:54 iter: 68539 total_loss: 6.648 loss_ce: 0.3892 loss_bbox: 0.2194 loss_giou: 0.3697 loss_ce_0: 0.5672 loss_bbox_0: 0.3622 loss_giou_0: 0.5977 loss_ce_1: 0.4634 loss_bbox_1: 0.2563 loss_giou_1: 0.4255 loss_ce_2: 0.4138 loss_bbox_2: 0.2389 loss_giou_2: 0.3911 loss_ce_3: 0.4055 loss_bbox_3: 0.227 loss_giou_3: 0.384 loss_ce_4: 0.3923 loss_bbox_4: 0.2226 loss_giou_4: 0.373 time: 0.2804 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:14] d2.utils.events INFO: eta: 1 day, 5:53:44 iter: 68559 total_loss: 6.908 loss_ce: 0.3862 loss_bbox: 0.2327 loss_giou: 0.394 loss_ce_0: 0.58 loss_bbox_0: 0.3877 loss_giou_0: 0.5949 loss_ce_1: 0.4802 loss_bbox_1: 0.2729 loss_giou_1: 0.4406 loss_ce_2: 0.4234 loss_bbox_2: 0.2422 loss_giou_2: 0.4074 loss_ce_3: 0.3922 loss_bbox_3: 0.2339 loss_giou_3: 0.4042 loss_ce_4: 0.3845 loss_bbox_4: 0.2349 loss_giou_4: 0.3978 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:20] d2.utils.events INFO: eta: 1 day, 5:54:04 iter: 68579 total_loss: 6.601 loss_ce: 0.3839 loss_bbox: 0.2409 loss_giou: 0.3777 loss_ce_0: 0.5594 loss_bbox_0: 0.3606 loss_giou_0: 0.564 loss_ce_1: 0.4644 loss_bbox_1: 0.2659 loss_giou_1: 0.4234 loss_ce_2: 0.4242 loss_bbox_2: 0.2426 loss_giou_2: 0.3859 loss_ce_3: 0.3837 loss_bbox_3: 0.2427 loss_giou_3: 0.3859 loss_ce_4: 0.3834 loss_bbox_4: 0.2444 loss_giou_4: 0.373 time: 0.2804 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:25] d2.utils.events INFO: eta: 1 day, 5:54:02 iter: 68599 total_loss: 6.438 loss_ce: 0.3602 loss_bbox: 0.2261 loss_giou: 0.3594 loss_ce_0: 0.5559 loss_bbox_0: 0.3512 loss_giou_0: 0.5363 loss_ce_1: 0.4546 loss_bbox_1: 0.2476 loss_giou_1: 0.3955 loss_ce_2: 0.3966 loss_bbox_2: 0.2257 loss_giou_2: 0.3681 loss_ce_3: 0.3731 loss_bbox_3: 0.2274 loss_giou_3: 0.3595 loss_ce_4: 0.3657 loss_bbox_4: 0.2271 loss_giou_4: 0.3624 time: 0.2804 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:31] d2.utils.events INFO: eta: 1 day, 5:53:53 iter: 68619 total_loss: 6.945 loss_ce: 0.4209 loss_bbox: 0.2185 loss_giou: 0.3682 loss_ce_0: 0.5937 loss_bbox_0: 0.3668 loss_giou_0: 0.5529 loss_ce_1: 0.5035 loss_bbox_1: 0.2608 loss_giou_1: 0.4162 loss_ce_2: 0.4567 loss_bbox_2: 0.2376 loss_giou_2: 0.3854 loss_ce_3: 0.4274 loss_bbox_3: 0.2336 loss_giou_3: 0.3748 loss_ce_4: 0.4228 loss_bbox_4: 0.2273 loss_giou_4: 0.375 time: 0.2804 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:37] d2.utils.events INFO: eta: 1 day, 5:53:47 iter: 68639 total_loss: 6.686 loss_ce: 0.4029 loss_bbox: 0.2265 loss_giou: 0.3887 loss_ce_0: 0.5764 loss_bbox_0: 0.3888 loss_giou_0: 0.5883 loss_ce_1: 0.4808 loss_bbox_1: 0.259 loss_giou_1: 0.4356 loss_ce_2: 0.4224 loss_bbox_2: 0.2354 loss_giou_2: 0.3991 loss_ce_3: 0.4005 loss_bbox_3: 0.2327 loss_giou_3: 0.3943 loss_ce_4: 0.3968 loss_bbox_4: 0.2282 loss_giou_4: 0.3917 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:42] d2.utils.events INFO: eta: 1 day, 5:53:57 iter: 68659 total_loss: 6.545 loss_ce: 0.385 loss_bbox: 0.205 loss_giou: 0.3624 loss_ce_0: 0.5607 loss_bbox_0: 0.3532 loss_giou_0: 0.5522 loss_ce_1: 0.4553 loss_bbox_1: 0.2419 loss_giou_1: 0.4132 loss_ce_2: 0.4091 loss_bbox_2: 0.2191 loss_giou_2: 0.3813 loss_ce_3: 0.3884 loss_bbox_3: 0.2118 loss_giou_3: 0.3677 loss_ce_4: 0.3844 loss_bbox_4: 0.2056 loss_giou_4: 0.3642 time: 0.2804 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:48] d2.utils.events INFO: eta: 1 day, 5:54:42 iter: 68679 total_loss: 6.503 loss_ce: 0.3691 loss_bbox: 0.2174 loss_giou: 0.3755 loss_ce_0: 0.5601 loss_bbox_0: 0.3661 loss_giou_0: 0.5721 loss_ce_1: 0.4472 loss_bbox_1: 0.2491 loss_giou_1: 0.4225 loss_ce_2: 0.3915 loss_bbox_2: 0.2368 loss_giou_2: 0.3801 loss_ce_3: 0.3758 loss_bbox_3: 0.2274 loss_giou_3: 0.3733 loss_ce_4: 0.3708 loss_bbox_4: 0.2177 loss_giou_4: 0.3689 time: 0.2804 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:54] d2.utils.events INFO: eta: 1 day, 5:54:36 iter: 68699 total_loss: 6.654 loss_ce: 0.369 loss_bbox: 0.2074 loss_giou: 0.3855 loss_ce_0: 0.5624 loss_bbox_0: 0.3482 loss_giou_0: 0.5796 loss_ce_1: 0.4579 loss_bbox_1: 0.2478 loss_giou_1: 0.4354 loss_ce_2: 0.4024 loss_bbox_2: 0.2186 loss_giou_2: 0.4026 loss_ce_3: 0.3678 loss_bbox_3: 0.2103 loss_giou_3: 0.3931 loss_ce_4: 0.3635 loss_bbox_4: 0.2084 loss_giou_4: 0.3898 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:47:59] d2.utils.events INFO: eta: 1 day, 5:54:23 iter: 68719 total_loss: 6.824 loss_ce: 0.4132 loss_bbox: 0.221 loss_giou: 0.376 loss_ce_0: 0.5855 loss_bbox_0: 0.3786 loss_giou_0: 0.555 loss_ce_1: 0.4836 loss_bbox_1: 0.2638 loss_giou_1: 0.4136 loss_ce_2: 0.4287 loss_bbox_2: 0.2468 loss_giou_2: 0.3924 loss_ce_3: 0.425 loss_bbox_3: 0.238 loss_giou_3: 0.3902 loss_ce_4: 0.4176 loss_bbox_4: 0.2273 loss_giou_4: 0.3778 time: 0.2804 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:05] d2.utils.events INFO: eta: 1 day, 5:54:32 iter: 68739 total_loss: 6.574 loss_ce: 0.3684 loss_bbox: 0.2149 loss_giou: 0.3726 loss_ce_0: 0.5465 loss_bbox_0: 0.3546 loss_giou_0: 0.543 loss_ce_1: 0.4627 loss_bbox_1: 0.2485 loss_giou_1: 0.4164 loss_ce_2: 0.4052 loss_bbox_2: 0.2292 loss_giou_2: 0.3907 loss_ce_3: 0.367 loss_bbox_3: 0.2231 loss_giou_3: 0.3809 loss_ce_4: 0.3689 loss_bbox_4: 0.2174 loss_giou_4: 0.3749 time: 0.2804 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:11] d2.utils.events INFO: eta: 1 day, 5:54:36 iter: 68759 total_loss: 6.68 loss_ce: 0.3657 loss_bbox: 0.2196 loss_giou: 0.3884 loss_ce_0: 0.5653 loss_bbox_0: 0.3604 loss_giou_0: 0.5552 loss_ce_1: 0.4584 loss_bbox_1: 0.2579 loss_giou_1: 0.4277 loss_ce_2: 0.3974 loss_bbox_2: 0.2269 loss_giou_2: 0.3895 loss_ce_3: 0.3734 loss_bbox_3: 0.2196 loss_giou_3: 0.386 loss_ce_4: 0.3693 loss_bbox_4: 0.2206 loss_giou_4: 0.3867 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:17] d2.utils.events INFO: eta: 1 day, 5:55:43 iter: 68779 total_loss: 6.736 loss_ce: 0.3734 loss_bbox: 0.2206 loss_giou: 0.3945 loss_ce_0: 0.5981 loss_bbox_0: 0.3485 loss_giou_0: 0.5976 loss_ce_1: 0.4806 loss_bbox_1: 0.2552 loss_giou_1: 0.4551 loss_ce_2: 0.4109 loss_bbox_2: 0.2271 loss_giou_2: 0.4129 loss_ce_3: 0.3847 loss_bbox_3: 0.2241 loss_giou_3: 0.3949 loss_ce_4: 0.3767 loss_bbox_4: 0.2197 loss_giou_4: 0.3956 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:23] d2.utils.events INFO: eta: 1 day, 5:56:26 iter: 68799 total_loss: 7.043 loss_ce: 0.4038 loss_bbox: 0.222 loss_giou: 0.3975 loss_ce_0: 0.5858 loss_bbox_0: 0.3586 loss_giou_0: 0.5822 loss_ce_1: 0.4948 loss_bbox_1: 0.2565 loss_giou_1: 0.4453 loss_ce_2: 0.4402 loss_bbox_2: 0.2395 loss_giou_2: 0.4173 loss_ce_3: 0.4092 loss_bbox_3: 0.2289 loss_giou_3: 0.4034 loss_ce_4: 0.4029 loss_bbox_4: 0.2231 loss_giou_4: 0.4006 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:28] d2.utils.events INFO: eta: 1 day, 5:54:36 iter: 68819 total_loss: 6.699 loss_ce: 0.3906 loss_bbox: 0.2136 loss_giou: 0.3643 loss_ce_0: 0.5577 loss_bbox_0: 0.3556 loss_giou_0: 0.5658 loss_ce_1: 0.4655 loss_bbox_1: 0.2457 loss_giou_1: 0.4051 loss_ce_2: 0.417 loss_bbox_2: 0.2242 loss_giou_2: 0.3749 loss_ce_3: 0.3796 loss_bbox_3: 0.2204 loss_giou_3: 0.366 loss_ce_4: 0.3916 loss_bbox_4: 0.2161 loss_giou_4: 0.3642 time: 0.2804 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:34] d2.utils.events INFO: eta: 1 day, 5:54:14 iter: 68839 total_loss: 6.628 loss_ce: 0.3733 loss_bbox: 0.2019 loss_giou: 0.3813 loss_ce_0: 0.5492 loss_bbox_0: 0.365 loss_giou_0: 0.5764 loss_ce_1: 0.4411 loss_bbox_1: 0.2474 loss_giou_1: 0.4306 loss_ce_2: 0.4071 loss_bbox_2: 0.2296 loss_giou_2: 0.4046 loss_ce_3: 0.3777 loss_bbox_3: 0.2137 loss_giou_3: 0.3894 loss_ce_4: 0.3771 loss_bbox_4: 0.2044 loss_giou_4: 0.3814 time: 0.2804 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:40] d2.utils.events INFO: eta: 1 day, 5:53:41 iter: 68859 total_loss: 6.444 loss_ce: 0.355 loss_bbox: 0.2185 loss_giou: 0.3835 loss_ce_0: 0.5556 loss_bbox_0: 0.3736 loss_giou_0: 0.5682 loss_ce_1: 0.4668 loss_bbox_1: 0.2582 loss_giou_1: 0.4248 loss_ce_2: 0.3996 loss_bbox_2: 0.2296 loss_giou_2: 0.3949 loss_ce_3: 0.3586 loss_bbox_3: 0.2221 loss_giou_3: 0.3858 loss_ce_4: 0.356 loss_bbox_4: 0.2154 loss_giou_4: 0.3782 time: 0.2804 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:45] d2.utils.events INFO: eta: 1 day, 5:53:40 iter: 68879 total_loss: 6.909 loss_ce: 0.3859 loss_bbox: 0.2139 loss_giou: 0.3841 loss_ce_0: 0.579 loss_bbox_0: 0.3753 loss_giou_0: 0.5758 loss_ce_1: 0.4795 loss_bbox_1: 0.2502 loss_giou_1: 0.4425 loss_ce_2: 0.4295 loss_bbox_2: 0.2237 loss_giou_2: 0.4045 loss_ce_3: 0.3991 loss_bbox_3: 0.2205 loss_giou_3: 0.392 loss_ce_4: 0.395 loss_bbox_4: 0.2137 loss_giou_4: 0.3855 time: 0.2804 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:51] d2.utils.events INFO: eta: 1 day, 5:52:50 iter: 68899 total_loss: 6.53 loss_ce: 0.3655 loss_bbox: 0.2077 loss_giou: 0.393 loss_ce_0: 0.5435 loss_bbox_0: 0.3532 loss_giou_0: 0.5889 loss_ce_1: 0.4546 loss_bbox_1: 0.2502 loss_giou_1: 0.4418 loss_ce_2: 0.4006 loss_bbox_2: 0.2254 loss_giou_2: 0.4048 loss_ce_3: 0.3751 loss_bbox_3: 0.2201 loss_giou_3: 0.3934 loss_ce_4: 0.3622 loss_bbox_4: 0.21 loss_giou_4: 0.3897 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:48:57] d2.utils.events INFO: eta: 1 day, 5:52:38 iter: 68919 total_loss: 6.652 loss_ce: 0.3686 loss_bbox: 0.2302 loss_giou: 0.3751 loss_ce_0: 0.5555 loss_bbox_0: 0.3927 loss_giou_0: 0.5657 loss_ce_1: 0.4601 loss_bbox_1: 0.2721 loss_giou_1: 0.4377 loss_ce_2: 0.4057 loss_bbox_2: 0.2485 loss_giou_2: 0.4 loss_ce_3: 0.374 loss_bbox_3: 0.2403 loss_giou_3: 0.3831 loss_ce_4: 0.3616 loss_bbox_4: 0.233 loss_giou_4: 0.3783 time: 0.2804 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:02] d2.utils.events INFO: eta: 1 day, 5:51:56 iter: 68939 total_loss: 6.604 loss_ce: 0.3564 loss_bbox: 0.2202 loss_giou: 0.3707 loss_ce_0: 0.553 loss_bbox_0: 0.3659 loss_giou_0: 0.5582 loss_ce_1: 0.4572 loss_bbox_1: 0.2559 loss_giou_1: 0.4151 loss_ce_2: 0.403 loss_bbox_2: 0.2343 loss_giou_2: 0.3788 loss_ce_3: 0.3695 loss_bbox_3: 0.228 loss_giou_3: 0.3738 loss_ce_4: 0.3606 loss_bbox_4: 0.2281 loss_giou_4: 0.3691 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:08] d2.utils.events INFO: eta: 1 day, 5:52:08 iter: 68959 total_loss: 6.634 loss_ce: 0.3662 loss_bbox: 0.2276 loss_giou: 0.3892 loss_ce_0: 0.5424 loss_bbox_0: 0.3627 loss_giou_0: 0.5893 loss_ce_1: 0.4425 loss_bbox_1: 0.2541 loss_giou_1: 0.4506 loss_ce_2: 0.3932 loss_bbox_2: 0.2338 loss_giou_2: 0.4129 loss_ce_3: 0.3656 loss_bbox_3: 0.2259 loss_giou_3: 0.3991 loss_ce_4: 0.3639 loss_bbox_4: 0.2258 loss_giou_4: 0.3851 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:14] d2.utils.events INFO: eta: 1 day, 5:51:50 iter: 68979 total_loss: 6.891 loss_ce: 0.382 loss_bbox: 0.2126 loss_giou: 0.4029 loss_ce_0: 0.5598 loss_bbox_0: 0.3728 loss_giou_0: 0.6356 loss_ce_1: 0.4655 loss_bbox_1: 0.2528 loss_giou_1: 0.4767 loss_ce_2: 0.4121 loss_bbox_2: 0.2311 loss_giou_2: 0.4209 loss_ce_3: 0.3761 loss_bbox_3: 0.2221 loss_giou_3: 0.4176 loss_ce_4: 0.3842 loss_bbox_4: 0.213 loss_giou_4: 0.4087 time: 0.2804 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:19] d2.utils.events INFO: eta: 1 day, 5:51:48 iter: 68999 total_loss: 6.808 loss_ce: 0.366 loss_bbox: 0.2142 loss_giou: 0.361 loss_ce_0: 0.5625 loss_bbox_0: 0.3741 loss_giou_0: 0.5748 loss_ce_1: 0.4545 loss_bbox_1: 0.2571 loss_giou_1: 0.422 loss_ce_2: 0.3891 loss_bbox_2: 0.2335 loss_giou_2: 0.379 loss_ce_3: 0.3726 loss_bbox_3: 0.2239 loss_giou_3: 0.3662 loss_ce_4: 0.3707 loss_bbox_4: 0.2191 loss_giou_4: 0.3611 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:25] d2.utils.events INFO: eta: 1 day, 5:51:51 iter: 69019 total_loss: 6.466 loss_ce: 0.3761 loss_bbox: 0.2121 loss_giou: 0.3613 loss_ce_0: 0.5676 loss_bbox_0: 0.3644 loss_giou_0: 0.5655 loss_ce_1: 0.4647 loss_bbox_1: 0.24 loss_giou_1: 0.4161 loss_ce_2: 0.4099 loss_bbox_2: 0.2232 loss_giou_2: 0.3847 loss_ce_3: 0.3848 loss_bbox_3: 0.2145 loss_giou_3: 0.3747 loss_ce_4: 0.3749 loss_bbox_4: 0.209 loss_giou_4: 0.3656 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:31] d2.utils.events INFO: eta: 1 day, 5:51:36 iter: 69039 total_loss: 6.654 loss_ce: 0.3686 loss_bbox: 0.2212 loss_giou: 0.3624 loss_ce_0: 0.5593 loss_bbox_0: 0.3824 loss_giou_0: 0.5501 loss_ce_1: 0.4753 loss_bbox_1: 0.2561 loss_giou_1: 0.4156 loss_ce_2: 0.3901 loss_bbox_2: 0.2328 loss_giou_2: 0.3726 loss_ce_3: 0.3752 loss_bbox_3: 0.2285 loss_giou_3: 0.3702 loss_ce_4: 0.3704 loss_bbox_4: 0.2249 loss_giou_4: 0.3628 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:36] d2.utils.events INFO: eta: 1 day, 5:51:19 iter: 69059 total_loss: 6.478 loss_ce: 0.3537 loss_bbox: 0.2005 loss_giou: 0.3678 loss_ce_0: 0.5653 loss_bbox_0: 0.354 loss_giou_0: 0.561 loss_ce_1: 0.4542 loss_bbox_1: 0.2383 loss_giou_1: 0.4234 loss_ce_2: 0.393 loss_bbox_2: 0.2185 loss_giou_2: 0.3879 loss_ce_3: 0.3703 loss_bbox_3: 0.209 loss_giou_3: 0.3779 loss_ce_4: 0.3511 loss_bbox_4: 0.2036 loss_giou_4: 0.3695 time: 0.2804 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:42] d2.utils.events INFO: eta: 1 day, 5:50:50 iter: 69079 total_loss: 6.826 loss_ce: 0.4008 loss_bbox: 0.211 loss_giou: 0.3836 loss_ce_0: 0.5712 loss_bbox_0: 0.3784 loss_giou_0: 0.5831 loss_ce_1: 0.48 loss_bbox_1: 0.2559 loss_giou_1: 0.4397 loss_ce_2: 0.4527 loss_bbox_2: 0.224 loss_giou_2: 0.4046 loss_ce_3: 0.4093 loss_bbox_3: 0.2147 loss_giou_3: 0.3949 loss_ce_4: 0.3959 loss_bbox_4: 0.2093 loss_giou_4: 0.3865 time: 0.2804 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:48] d2.utils.events INFO: eta: 1 day, 5:50:32 iter: 69099 total_loss: 6.789 loss_ce: 0.3587 loss_bbox: 0.2239 loss_giou: 0.3922 loss_ce_0: 0.558 loss_bbox_0: 0.3766 loss_giou_0: 0.5996 loss_ce_1: 0.4665 loss_bbox_1: 0.2592 loss_giou_1: 0.4449 loss_ce_2: 0.4066 loss_bbox_2: 0.2334 loss_giou_2: 0.4089 loss_ce_3: 0.3706 loss_bbox_3: 0.2334 loss_giou_3: 0.4011 loss_ce_4: 0.3742 loss_bbox_4: 0.2251 loss_giou_4: 0.399 time: 0.2804 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:54] d2.utils.events INFO: eta: 1 day, 5:50:39 iter: 69119 total_loss: 6.355 loss_ce: 0.3597 loss_bbox: 0.203 loss_giou: 0.376 loss_ce_0: 0.5214 loss_bbox_0: 0.3546 loss_giou_0: 0.5713 loss_ce_1: 0.4459 loss_bbox_1: 0.2475 loss_giou_1: 0.4408 loss_ce_2: 0.3963 loss_bbox_2: 0.2303 loss_giou_2: 0.3952 loss_ce_3: 0.3679 loss_bbox_3: 0.2127 loss_giou_3: 0.3808 loss_ce_4: 0.3577 loss_bbox_4: 0.2054 loss_giou_4: 0.376 time: 0.2804 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 18:49:59] d2.utils.events INFO: eta: 1 day, 5:50:50 iter: 69139 total_loss: 6.572 loss_ce: 0.3694 loss_bbox: 0.21 loss_giou: 0.365 loss_ce_0: 0.5554 loss_bbox_0: 0.3613 loss_giou_0: 0.5507 loss_ce_1: 0.4586 loss_bbox_1: 0.2418 loss_giou_1: 0.402 loss_ce_2: 0.4128 loss_bbox_2: 0.2254 loss_giou_2: 0.3846 loss_ce_3: 0.3802 loss_bbox_3: 0.2188 loss_giou_3: 0.3677 loss_ce_4: 0.3732 loss_bbox_4: 0.2146 loss_giou_4: 0.3676 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:05] d2.utils.events INFO: eta: 1 day, 5:50:48 iter: 69159 total_loss: 6.708 loss_ce: 0.3808 loss_bbox: 0.2082 loss_giou: 0.3812 loss_ce_0: 0.572 loss_bbox_0: 0.3645 loss_giou_0: 0.5952 loss_ce_1: 0.4572 loss_bbox_1: 0.2425 loss_giou_1: 0.4293 loss_ce_2: 0.4074 loss_bbox_2: 0.2176 loss_giou_2: 0.3938 loss_ce_3: 0.3868 loss_bbox_3: 0.2147 loss_giou_3: 0.385 loss_ce_4: 0.38 loss_bbox_4: 0.2101 loss_giou_4: 0.3786 time: 0.2804 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:11] d2.utils.events INFO: eta: 1 day, 5:50:45 iter: 69179 total_loss: 6.384 loss_ce: 0.3633 loss_bbox: 0.2067 loss_giou: 0.3793 loss_ce_0: 0.5352 loss_bbox_0: 0.3464 loss_giou_0: 0.5799 loss_ce_1: 0.4557 loss_bbox_1: 0.2385 loss_giou_1: 0.4273 loss_ce_2: 0.3911 loss_bbox_2: 0.2153 loss_giou_2: 0.388 loss_ce_3: 0.3645 loss_bbox_3: 0.2089 loss_giou_3: 0.3889 loss_ce_4: 0.358 loss_bbox_4: 0.2091 loss_giou_4: 0.3852 time: 0.2804 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:16] d2.utils.events INFO: eta: 1 day, 5:50:33 iter: 69199 total_loss: 6.923 loss_ce: 0.3807 loss_bbox: 0.2207 loss_giou: 0.3907 loss_ce_0: 0.5499 loss_bbox_0: 0.3682 loss_giou_0: 0.5887 loss_ce_1: 0.4627 loss_bbox_1: 0.2694 loss_giou_1: 0.4498 loss_ce_2: 0.4149 loss_bbox_2: 0.2459 loss_giou_2: 0.4128 loss_ce_3: 0.3849 loss_bbox_3: 0.2344 loss_giou_3: 0.3983 loss_ce_4: 0.385 loss_bbox_4: 0.2297 loss_giou_4: 0.3927 time: 0.2804 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:22] d2.utils.events INFO: eta: 1 day, 5:50:34 iter: 69219 total_loss: 6.741 loss_ce: 0.4038 loss_bbox: 0.2127 loss_giou: 0.3727 loss_ce_0: 0.5674 loss_bbox_0: 0.3672 loss_giou_0: 0.5857 loss_ce_1: 0.4671 loss_bbox_1: 0.2565 loss_giou_1: 0.4381 loss_ce_2: 0.4162 loss_bbox_2: 0.2264 loss_giou_2: 0.3945 loss_ce_3: 0.399 loss_bbox_3: 0.2225 loss_giou_3: 0.3806 loss_ce_4: 0.4044 loss_bbox_4: 0.2198 loss_giou_4: 0.3786 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:28] d2.utils.events INFO: eta: 1 day, 5:50:33 iter: 69239 total_loss: 6.436 loss_ce: 0.3548 loss_bbox: 0.2157 loss_giou: 0.3649 loss_ce_0: 0.5338 loss_bbox_0: 0.3509 loss_giou_0: 0.5555 loss_ce_1: 0.4441 loss_bbox_1: 0.251 loss_giou_1: 0.4146 loss_ce_2: 0.3832 loss_bbox_2: 0.2218 loss_giou_2: 0.3753 loss_ce_3: 0.3589 loss_bbox_3: 0.2169 loss_giou_3: 0.3696 loss_ce_4: 0.3577 loss_bbox_4: 0.2183 loss_giou_4: 0.364 time: 0.2804 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:33] d2.utils.events INFO: eta: 1 day, 5:50:47 iter: 69259 total_loss: 6.738 loss_ce: 0.377 loss_bbox: 0.2328 loss_giou: 0.3661 loss_ce_0: 0.5847 loss_bbox_0: 0.388 loss_giou_0: 0.5567 loss_ce_1: 0.4715 loss_bbox_1: 0.2591 loss_giou_1: 0.4124 loss_ce_2: 0.4115 loss_bbox_2: 0.2397 loss_giou_2: 0.3849 loss_ce_3: 0.3825 loss_bbox_3: 0.2377 loss_giou_3: 0.3762 loss_ce_4: 0.377 loss_bbox_4: 0.233 loss_giou_4: 0.368 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:39] d2.utils.events INFO: eta: 1 day, 5:50:59 iter: 69279 total_loss: 6.792 loss_ce: 0.4039 loss_bbox: 0.2244 loss_giou: 0.3766 loss_ce_0: 0.5728 loss_bbox_0: 0.369 loss_giou_0: 0.5982 loss_ce_1: 0.492 loss_bbox_1: 0.2616 loss_giou_1: 0.4408 loss_ce_2: 0.4233 loss_bbox_2: 0.2381 loss_giou_2: 0.4064 loss_ce_3: 0.4101 loss_bbox_3: 0.2284 loss_giou_3: 0.3891 loss_ce_4: 0.4002 loss_bbox_4: 0.2246 loss_giou_4: 0.3809 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:45] d2.utils.events INFO: eta: 1 day, 5:50:35 iter: 69299 total_loss: 6.563 loss_ce: 0.3648 loss_bbox: 0.2008 loss_giou: 0.3728 loss_ce_0: 0.5487 loss_bbox_0: 0.3418 loss_giou_0: 0.5762 loss_ce_1: 0.4519 loss_bbox_1: 0.247 loss_giou_1: 0.4379 loss_ce_2: 0.389 loss_bbox_2: 0.2226 loss_giou_2: 0.3966 loss_ce_3: 0.3587 loss_bbox_3: 0.2088 loss_giou_3: 0.3758 loss_ce_4: 0.3656 loss_bbox_4: 0.2055 loss_giou_4: 0.3721 time: 0.2804 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:50] d2.utils.events INFO: eta: 1 day, 5:50:09 iter: 69319 total_loss: 6.337 loss_ce: 0.3707 loss_bbox: 0.2053 loss_giou: 0.362 loss_ce_0: 0.5389 loss_bbox_0: 0.3515 loss_giou_0: 0.5693 loss_ce_1: 0.4463 loss_bbox_1: 0.2375 loss_giou_1: 0.4254 loss_ce_2: 0.3933 loss_bbox_2: 0.2154 loss_giou_2: 0.381 loss_ce_3: 0.3814 loss_bbox_3: 0.2093 loss_giou_3: 0.3694 loss_ce_4: 0.3729 loss_bbox_4: 0.2044 loss_giou_4: 0.3618 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 18:50:56] d2.utils.events INFO: eta: 1 day, 5:50:12 iter: 69339 total_loss: 6.706 loss_ce: 0.376 loss_bbox: 0.2186 loss_giou: 0.3965 loss_ce_0: 0.5537 loss_bbox_0: 0.3561 loss_giou_0: 0.5866 loss_ce_1: 0.4685 loss_bbox_1: 0.2488 loss_giou_1: 0.4562 loss_ce_2: 0.4158 loss_bbox_2: 0.2279 loss_giou_2: 0.4243 loss_ce_3: 0.3827 loss_bbox_3: 0.2224 loss_giou_3: 0.4064 loss_ce_4: 0.3796 loss_bbox_4: 0.2185 loss_giou_4: 0.4015 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:02] d2.utils.events INFO: eta: 1 day, 5:50:07 iter: 69359 total_loss: 6.397 loss_ce: 0.3706 loss_bbox: 0.2189 loss_giou: 0.3558 loss_ce_0: 0.5669 loss_bbox_0: 0.3671 loss_giou_0: 0.5736 loss_ce_1: 0.4568 loss_bbox_1: 0.2614 loss_giou_1: 0.4126 loss_ce_2: 0.4069 loss_bbox_2: 0.2333 loss_giou_2: 0.377 loss_ce_3: 0.3774 loss_bbox_3: 0.224 loss_giou_3: 0.3659 loss_ce_4: 0.3701 loss_bbox_4: 0.22 loss_giou_4: 0.3569 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:08] d2.utils.events INFO: eta: 1 day, 5:50:00 iter: 69379 total_loss: 6.377 loss_ce: 0.3711 loss_bbox: 0.2035 loss_giou: 0.3688 loss_ce_0: 0.5529 loss_bbox_0: 0.3541 loss_giou_0: 0.575 loss_ce_1: 0.4637 loss_bbox_1: 0.2381 loss_giou_1: 0.4275 loss_ce_2: 0.4019 loss_bbox_2: 0.2079 loss_giou_2: 0.3873 loss_ce_3: 0.3792 loss_bbox_3: 0.2056 loss_giou_3: 0.3746 loss_ce_4: 0.3675 loss_bbox_4: 0.2047 loss_giou_4: 0.3655 time: 0.2804 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:13] d2.utils.events INFO: eta: 1 day, 5:50:14 iter: 69399 total_loss: 6.971 loss_ce: 0.3915 loss_bbox: 0.2321 loss_giou: 0.4076 loss_ce_0: 0.5652 loss_bbox_0: 0.3669 loss_giou_0: 0.5847 loss_ce_1: 0.475 loss_bbox_1: 0.2507 loss_giou_1: 0.4586 loss_ce_2: 0.4221 loss_bbox_2: 0.2331 loss_giou_2: 0.415 loss_ce_3: 0.41 loss_bbox_3: 0.2328 loss_giou_3: 0.4151 loss_ce_4: 0.3991 loss_bbox_4: 0.2287 loss_giou_4: 0.4075 time: 0.2804 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:19] d2.utils.events INFO: eta: 1 day, 5:49:26 iter: 69419 total_loss: 6.755 loss_ce: 0.399 loss_bbox: 0.2326 loss_giou: 0.4012 loss_ce_0: 0.5599 loss_bbox_0: 0.3756 loss_giou_0: 0.5785 loss_ce_1: 0.4754 loss_bbox_1: 0.2731 loss_giou_1: 0.4458 loss_ce_2: 0.4189 loss_bbox_2: 0.2405 loss_giou_2: 0.4119 loss_ce_3: 0.3963 loss_bbox_3: 0.23 loss_giou_3: 0.3987 loss_ce_4: 0.3972 loss_bbox_4: 0.2302 loss_giou_4: 0.3975 time: 0.2804 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:25] d2.utils.events INFO: eta: 1 day, 5:49:21 iter: 69439 total_loss: 6.623 loss_ce: 0.3803 loss_bbox: 0.2134 loss_giou: 0.3678 loss_ce_0: 0.5796 loss_bbox_0: 0.3615 loss_giou_0: 0.551 loss_ce_1: 0.4717 loss_bbox_1: 0.2506 loss_giou_1: 0.4174 loss_ce_2: 0.4127 loss_bbox_2: 0.2269 loss_giou_2: 0.3864 loss_ce_3: 0.3879 loss_bbox_3: 0.2196 loss_giou_3: 0.3731 loss_ce_4: 0.3827 loss_bbox_4: 0.2128 loss_giou_4: 0.3707 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:30] d2.utils.events INFO: eta: 1 day, 5:49:02 iter: 69459 total_loss: 6.48 loss_ce: 0.3593 loss_bbox: 0.2067 loss_giou: 0.3776 loss_ce_0: 0.5617 loss_bbox_0: 0.3616 loss_giou_0: 0.5747 loss_ce_1: 0.4511 loss_bbox_1: 0.2412 loss_giou_1: 0.4252 loss_ce_2: 0.3922 loss_bbox_2: 0.2167 loss_giou_2: 0.3853 loss_ce_3: 0.373 loss_bbox_3: 0.2091 loss_giou_3: 0.3763 loss_ce_4: 0.3603 loss_bbox_4: 0.2071 loss_giou_4: 0.374 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:36] d2.utils.events INFO: eta: 1 day, 5:48:57 iter: 69479 total_loss: 6.98 loss_ce: 0.3919 loss_bbox: 0.2271 loss_giou: 0.3965 loss_ce_0: 0.5647 loss_bbox_0: 0.3712 loss_giou_0: 0.5763 loss_ce_1: 0.4809 loss_bbox_1: 0.2667 loss_giou_1: 0.4497 loss_ce_2: 0.4263 loss_bbox_2: 0.2437 loss_giou_2: 0.4047 loss_ce_3: 0.4005 loss_bbox_3: 0.2262 loss_giou_3: 0.397 loss_ce_4: 0.3948 loss_bbox_4: 0.2264 loss_giou_4: 0.3969 time: 0.2804 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:42] d2.utils.events INFO: eta: 1 day, 5:48:47 iter: 69499 total_loss: 6.569 loss_ce: 0.3833 loss_bbox: 0.2152 loss_giou: 0.3607 loss_ce_0: 0.5608 loss_bbox_0: 0.3647 loss_giou_0: 0.5736 loss_ce_1: 0.4648 loss_bbox_1: 0.263 loss_giou_1: 0.4109 loss_ce_2: 0.4181 loss_bbox_2: 0.2279 loss_giou_2: 0.3785 loss_ce_3: 0.3921 loss_bbox_3: 0.2206 loss_giou_3: 0.3671 loss_ce_4: 0.3871 loss_bbox_4: 0.2143 loss_giou_4: 0.3642 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:48] d2.utils.events INFO: eta: 1 day, 5:49:18 iter: 69519 total_loss: 6.849 loss_ce: 0.3923 loss_bbox: 0.2357 loss_giou: 0.3806 loss_ce_0: 0.5792 loss_bbox_0: 0.3796 loss_giou_0: 0.6149 loss_ce_1: 0.478 loss_bbox_1: 0.2599 loss_giou_1: 0.4419 loss_ce_2: 0.427 loss_bbox_2: 0.2451 loss_giou_2: 0.3953 loss_ce_3: 0.4012 loss_bbox_3: 0.2352 loss_giou_3: 0.3875 loss_ce_4: 0.3999 loss_bbox_4: 0.2353 loss_giou_4: 0.387 time: 0.2804 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:53] d2.utils.events INFO: eta: 1 day, 5:48:53 iter: 69539 total_loss: 6.567 loss_ce: 0.3566 loss_bbox: 0.1985 loss_giou: 0.3522 loss_ce_0: 0.5403 loss_bbox_0: 0.3671 loss_giou_0: 0.5529 loss_ce_1: 0.4448 loss_bbox_1: 0.2405 loss_giou_1: 0.4091 loss_ce_2: 0.4015 loss_bbox_2: 0.2103 loss_giou_2: 0.3748 loss_ce_3: 0.3708 loss_bbox_3: 0.2059 loss_giou_3: 0.3665 loss_ce_4: 0.3613 loss_bbox_4: 0.2002 loss_giou_4: 0.3539 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 18:51:59] d2.utils.events INFO: eta: 1 day, 5:49:33 iter: 69559 total_loss: 6.526 loss_ce: 0.3959 loss_bbox: 0.2115 loss_giou: 0.3685 loss_ce_0: 0.5464 loss_bbox_0: 0.3607 loss_giou_0: 0.5773 loss_ce_1: 0.4502 loss_bbox_1: 0.2475 loss_giou_1: 0.4143 loss_ce_2: 0.4174 loss_bbox_2: 0.225 loss_giou_2: 0.3843 loss_ce_3: 0.4038 loss_bbox_3: 0.2161 loss_giou_3: 0.3755 loss_ce_4: 0.3957 loss_bbox_4: 0.2153 loss_giou_4: 0.3721 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:05] d2.utils.events INFO: eta: 1 day, 5:48:28 iter: 69579 total_loss: 6.615 loss_ce: 0.3781 loss_bbox: 0.2153 loss_giou: 0.3742 loss_ce_0: 0.5559 loss_bbox_0: 0.3758 loss_giou_0: 0.5755 loss_ce_1: 0.4621 loss_bbox_1: 0.2515 loss_giou_1: 0.4232 loss_ce_2: 0.4099 loss_bbox_2: 0.2262 loss_giou_2: 0.3928 loss_ce_3: 0.3912 loss_bbox_3: 0.2157 loss_giou_3: 0.3811 loss_ce_4: 0.3815 loss_bbox_4: 0.2152 loss_giou_4: 0.3745 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:10] d2.utils.events INFO: eta: 1 day, 5:48:22 iter: 69599 total_loss: 6.348 loss_ce: 0.3541 loss_bbox: 0.2129 loss_giou: 0.3741 loss_ce_0: 0.5258 loss_bbox_0: 0.3686 loss_giou_0: 0.5815 loss_ce_1: 0.4337 loss_bbox_1: 0.2604 loss_giou_1: 0.4208 loss_ce_2: 0.3792 loss_bbox_2: 0.2262 loss_giou_2: 0.3879 loss_ce_3: 0.3513 loss_bbox_3: 0.2184 loss_giou_3: 0.3807 loss_ce_4: 0.3494 loss_bbox_4: 0.2146 loss_giou_4: 0.3768 time: 0.2804 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:16] d2.utils.events INFO: eta: 1 day, 5:48:50 iter: 69619 total_loss: 6.839 loss_ce: 0.3836 loss_bbox: 0.2091 loss_giou: 0.3843 loss_ce_0: 0.5584 loss_bbox_0: 0.3618 loss_giou_0: 0.6208 loss_ce_1: 0.4606 loss_bbox_1: 0.2527 loss_giou_1: 0.4533 loss_ce_2: 0.4085 loss_bbox_2: 0.2214 loss_giou_2: 0.409 loss_ce_3: 0.3877 loss_bbox_3: 0.2093 loss_giou_3: 0.3944 loss_ce_4: 0.3826 loss_bbox_4: 0.2084 loss_giou_4: 0.3842 time: 0.2804 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:22] d2.utils.events INFO: eta: 1 day, 5:48:35 iter: 69639 total_loss: 6.797 loss_ce: 0.3912 loss_bbox: 0.221 loss_giou: 0.3816 loss_ce_0: 0.5617 loss_bbox_0: 0.3731 loss_giou_0: 0.5711 loss_ce_1: 0.4803 loss_bbox_1: 0.2588 loss_giou_1: 0.4426 loss_ce_2: 0.4243 loss_bbox_2: 0.2377 loss_giou_2: 0.4001 loss_ce_3: 0.4052 loss_bbox_3: 0.2269 loss_giou_3: 0.3826 loss_ce_4: 0.3917 loss_bbox_4: 0.2196 loss_giou_4: 0.3806 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:27] d2.utils.events INFO: eta: 1 day, 5:48:19 iter: 69659 total_loss: 6.512 loss_ce: 0.3768 loss_bbox: 0.206 loss_giou: 0.3732 loss_ce_0: 0.5493 loss_bbox_0: 0.359 loss_giou_0: 0.569 loss_ce_1: 0.4661 loss_bbox_1: 0.2522 loss_giou_1: 0.4194 loss_ce_2: 0.4096 loss_bbox_2: 0.2238 loss_giou_2: 0.3857 loss_ce_3: 0.3866 loss_bbox_3: 0.2167 loss_giou_3: 0.3753 loss_ce_4: 0.379 loss_bbox_4: 0.2098 loss_giou_4: 0.3698 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:33] d2.utils.events INFO: eta: 1 day, 5:47:48 iter: 69679 total_loss: 6.703 loss_ce: 0.3912 loss_bbox: 0.2151 loss_giou: 0.3804 loss_ce_0: 0.5685 loss_bbox_0: 0.3592 loss_giou_0: 0.573 loss_ce_1: 0.4767 loss_bbox_1: 0.2468 loss_giou_1: 0.4211 loss_ce_2: 0.4262 loss_bbox_2: 0.2235 loss_giou_2: 0.3947 loss_ce_3: 0.3985 loss_bbox_3: 0.2186 loss_giou_3: 0.3872 loss_ce_4: 0.3899 loss_bbox_4: 0.2195 loss_giou_4: 0.3821 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:39] d2.utils.events INFO: eta: 1 day, 5:47:32 iter: 69699 total_loss: 6.562 loss_ce: 0.3728 loss_bbox: 0.2174 loss_giou: 0.3678 loss_ce_0: 0.5338 loss_bbox_0: 0.3458 loss_giou_0: 0.5875 loss_ce_1: 0.4436 loss_bbox_1: 0.2501 loss_giou_1: 0.44 loss_ce_2: 0.4006 loss_bbox_2: 0.2298 loss_giou_2: 0.3964 loss_ce_3: 0.3733 loss_bbox_3: 0.2256 loss_giou_3: 0.3777 loss_ce_4: 0.3646 loss_bbox_4: 0.2191 loss_giou_4: 0.3692 time: 0.2804 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:45] d2.utils.events INFO: eta: 1 day, 5:48:13 iter: 69719 total_loss: 6.68 loss_ce: 0.3977 loss_bbox: 0.2357 loss_giou: 0.372 loss_ce_0: 0.5703 loss_bbox_0: 0.3661 loss_giou_0: 0.5945 loss_ce_1: 0.4732 loss_bbox_1: 0.2635 loss_giou_1: 0.4393 loss_ce_2: 0.4288 loss_bbox_2: 0.2494 loss_giou_2: 0.4005 loss_ce_3: 0.3994 loss_bbox_3: 0.2371 loss_giou_3: 0.3851 loss_ce_4: 0.3975 loss_bbox_4: 0.2366 loss_giou_4: 0.3768 time: 0.2804 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:50] d2.utils.events INFO: eta: 1 day, 5:47:26 iter: 69739 total_loss: 6.651 loss_ce: 0.3904 loss_bbox: 0.2128 loss_giou: 0.3816 loss_ce_0: 0.5595 loss_bbox_0: 0.3622 loss_giou_0: 0.5654 loss_ce_1: 0.4629 loss_bbox_1: 0.2487 loss_giou_1: 0.4285 loss_ce_2: 0.4252 loss_bbox_2: 0.2253 loss_giou_2: 0.3962 loss_ce_3: 0.4 loss_bbox_3: 0.216 loss_giou_3: 0.3854 loss_ce_4: 0.3887 loss_bbox_4: 0.2145 loss_giou_4: 0.3836 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:52:56] d2.utils.events INFO: eta: 1 day, 5:47:11 iter: 69759 total_loss: 6.658 loss_ce: 0.3682 loss_bbox: 0.2268 loss_giou: 0.3787 loss_ce_0: 0.5732 loss_bbox_0: 0.3723 loss_giou_0: 0.5817 loss_ce_1: 0.4654 loss_bbox_1: 0.2648 loss_giou_1: 0.4411 loss_ce_2: 0.4004 loss_bbox_2: 0.2338 loss_giou_2: 0.3977 loss_ce_3: 0.3792 loss_bbox_3: 0.2283 loss_giou_3: 0.39 loss_ce_4: 0.3692 loss_bbox_4: 0.2268 loss_giou_4: 0.3824 time: 0.2804 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:02] d2.utils.events INFO: eta: 1 day, 5:46:48 iter: 69779 total_loss: 6.44 loss_ce: 0.3756 loss_bbox: 0.206 loss_giou: 0.3737 loss_ce_0: 0.5508 loss_bbox_0: 0.338 loss_giou_0: 0.5925 loss_ce_1: 0.4709 loss_bbox_1: 0.2387 loss_giou_1: 0.4247 loss_ce_2: 0.4064 loss_bbox_2: 0.2209 loss_giou_2: 0.3945 loss_ce_3: 0.3924 loss_bbox_3: 0.2114 loss_giou_3: 0.3832 loss_ce_4: 0.3789 loss_bbox_4: 0.2095 loss_giou_4: 0.374 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:07] d2.utils.events INFO: eta: 1 day, 5:45:45 iter: 69799 total_loss: 6.901 loss_ce: 0.3735 loss_bbox: 0.2178 loss_giou: 0.3769 loss_ce_0: 0.5753 loss_bbox_0: 0.375 loss_giou_0: 0.5985 loss_ce_1: 0.4789 loss_bbox_1: 0.2579 loss_giou_1: 0.4389 loss_ce_2: 0.4274 loss_bbox_2: 0.2241 loss_giou_2: 0.4005 loss_ce_3: 0.3952 loss_bbox_3: 0.2178 loss_giou_3: 0.3923 loss_ce_4: 0.3799 loss_bbox_4: 0.2163 loss_giou_4: 0.3804 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:13] d2.utils.events INFO: eta: 1 day, 5:45:35 iter: 69819 total_loss: 6.606 loss_ce: 0.3964 loss_bbox: 0.2222 loss_giou: 0.3766 loss_ce_0: 0.5618 loss_bbox_0: 0.3568 loss_giou_0: 0.5795 loss_ce_1: 0.4736 loss_bbox_1: 0.2492 loss_giou_1: 0.4403 loss_ce_2: 0.4121 loss_bbox_2: 0.2281 loss_giou_2: 0.402 loss_ce_3: 0.3871 loss_bbox_3: 0.2199 loss_giou_3: 0.3839 loss_ce_4: 0.391 loss_bbox_4: 0.2219 loss_giou_4: 0.3746 time: 0.2804 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:19] d2.utils.events INFO: eta: 1 day, 5:45:30 iter: 69839 total_loss: 6.782 loss_ce: 0.3387 loss_bbox: 0.2247 loss_giou: 0.3935 loss_ce_0: 0.5481 loss_bbox_0: 0.3562 loss_giou_0: 0.5876 loss_ce_1: 0.4466 loss_bbox_1: 0.2507 loss_giou_1: 0.4469 loss_ce_2: 0.3778 loss_bbox_2: 0.2347 loss_giou_2: 0.4188 loss_ce_3: 0.352 loss_bbox_3: 0.2213 loss_giou_3: 0.406 loss_ce_4: 0.3411 loss_bbox_4: 0.223 loss_giou_4: 0.3981 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:24] d2.utils.events INFO: eta: 1 day, 5:45:46 iter: 69859 total_loss: 6.549 loss_ce: 0.3805 loss_bbox: 0.2212 loss_giou: 0.3585 loss_ce_0: 0.5584 loss_bbox_0: 0.3673 loss_giou_0: 0.5562 loss_ce_1: 0.4613 loss_bbox_1: 0.2626 loss_giou_1: 0.4323 loss_ce_2: 0.414 loss_bbox_2: 0.2421 loss_giou_2: 0.3865 loss_ce_3: 0.3888 loss_bbox_3: 0.2331 loss_giou_3: 0.3739 loss_ce_4: 0.3743 loss_bbox_4: 0.2241 loss_giou_4: 0.3562 time: 0.2804 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:30] d2.utils.events INFO: eta: 1 day, 5:45:41 iter: 69879 total_loss: 6.72 loss_ce: 0.3797 loss_bbox: 0.2193 loss_giou: 0.3772 loss_ce_0: 0.5651 loss_bbox_0: 0.3713 loss_giou_0: 0.5737 loss_ce_1: 0.4645 loss_bbox_1: 0.2609 loss_giou_1: 0.4259 loss_ce_2: 0.4211 loss_bbox_2: 0.2319 loss_giou_2: 0.3934 loss_ce_3: 0.3801 loss_bbox_3: 0.2253 loss_giou_3: 0.3841 loss_ce_4: 0.3799 loss_bbox_4: 0.2221 loss_giou_4: 0.3764 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:36] d2.utils.events INFO: eta: 1 day, 5:45:45 iter: 69899 total_loss: 6.62 loss_ce: 0.3604 loss_bbox: 0.2292 loss_giou: 0.3714 loss_ce_0: 0.5451 loss_bbox_0: 0.3569 loss_giou_0: 0.5694 loss_ce_1: 0.4713 loss_bbox_1: 0.2527 loss_giou_1: 0.4281 loss_ce_2: 0.4014 loss_bbox_2: 0.2419 loss_giou_2: 0.3919 loss_ce_3: 0.367 loss_bbox_3: 0.2311 loss_giou_3: 0.3841 loss_ce_4: 0.3597 loss_bbox_4: 0.2272 loss_giou_4: 0.3731 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:41] d2.utils.events INFO: eta: 1 day, 5:46:09 iter: 69919 total_loss: 6.748 loss_ce: 0.3818 loss_bbox: 0.2225 loss_giou: 0.3674 loss_ce_0: 0.5727 loss_bbox_0: 0.3831 loss_giou_0: 0.5825 loss_ce_1: 0.4825 loss_bbox_1: 0.2601 loss_giou_1: 0.4272 loss_ce_2: 0.4284 loss_bbox_2: 0.2308 loss_giou_2: 0.3861 loss_ce_3: 0.3954 loss_bbox_3: 0.2295 loss_giou_3: 0.381 loss_ce_4: 0.3903 loss_bbox_4: 0.224 loss_giou_4: 0.37 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:47] d2.utils.events INFO: eta: 1 day, 5:46:03 iter: 69939 total_loss: 7.052 loss_ce: 0.4057 loss_bbox: 0.2371 loss_giou: 0.3803 loss_ce_0: 0.5989 loss_bbox_0: 0.3771 loss_giou_0: 0.5596 loss_ce_1: 0.5008 loss_bbox_1: 0.277 loss_giou_1: 0.4241 loss_ce_2: 0.4424 loss_bbox_2: 0.2496 loss_giou_2: 0.3909 loss_ce_3: 0.4101 loss_bbox_3: 0.2419 loss_giou_3: 0.3829 loss_ce_4: 0.409 loss_bbox_4: 0.2367 loss_giou_4: 0.3805 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:53] d2.utils.events INFO: eta: 1 day, 5:45:47 iter: 69959 total_loss: 6.58 loss_ce: 0.3779 loss_bbox: 0.2327 loss_giou: 0.3841 loss_ce_0: 0.5554 loss_bbox_0: 0.3765 loss_giou_0: 0.5931 loss_ce_1: 0.46 loss_bbox_1: 0.2468 loss_giou_1: 0.4338 loss_ce_2: 0.4085 loss_bbox_2: 0.2325 loss_giou_2: 0.3964 loss_ce_3: 0.3851 loss_bbox_3: 0.2343 loss_giou_3: 0.388 loss_ce_4: 0.3774 loss_bbox_4: 0.2325 loss_giou_4: 0.386 time: 0.2804 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 18:53:58] d2.utils.events INFO: eta: 1 day, 5:45:42 iter: 69979 total_loss: 6.402 loss_ce: 0.3498 loss_bbox: 0.2283 loss_giou: 0.3635 loss_ce_0: 0.5412 loss_bbox_0: 0.3645 loss_giou_0: 0.5428 loss_ce_1: 0.4417 loss_bbox_1: 0.2595 loss_giou_1: 0.4161 loss_ce_2: 0.3837 loss_bbox_2: 0.2355 loss_giou_2: 0.3799 loss_ce_3: 0.364 loss_bbox_3: 0.2333 loss_giou_3: 0.3739 loss_ce_4: 0.3509 loss_bbox_4: 0.231 loss_giou_4: 0.3687 time: 0.2804 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:04] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0069999.pth [11/02 18:54:06] d2.utils.events INFO: eta: 1 day, 5:45:36 iter: 69999 total_loss: 6.474 loss_ce: 0.3868 loss_bbox: 0.2271 loss_giou: 0.351 loss_ce_0: 0.5729 loss_bbox_0: 0.375 loss_giou_0: 0.551 loss_ce_1: 0.4636 loss_bbox_1: 0.2571 loss_giou_1: 0.4105 loss_ce_2: 0.4159 loss_bbox_2: 0.2345 loss_giou_2: 0.3702 loss_ce_3: 0.3841 loss_bbox_3: 0.2305 loss_giou_3: 0.3626 loss_ce_4: 0.3855 loss_bbox_4: 0.2256 loss_giou_4: 0.359 time: 0.2804 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:12] d2.utils.events INFO: eta: 1 day, 5:45:13 iter: 70019 total_loss: 6.679 loss_ce: 0.3658 loss_bbox: 0.224 loss_giou: 0.363 loss_ce_0: 0.5665 loss_bbox_0: 0.3705 loss_giou_0: 0.5448 loss_ce_1: 0.4708 loss_bbox_1: 0.2644 loss_giou_1: 0.419 loss_ce_2: 0.4077 loss_bbox_2: 0.2314 loss_giou_2: 0.3871 loss_ce_3: 0.3865 loss_bbox_3: 0.2239 loss_giou_3: 0.3799 loss_ce_4: 0.3763 loss_bbox_4: 0.2244 loss_giou_4: 0.371 time: 0.2804 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:18] d2.utils.events INFO: eta: 1 day, 5:45:07 iter: 70039 total_loss: 6.769 loss_ce: 0.3804 loss_bbox: 0.2163 loss_giou: 0.3879 loss_ce_0: 0.5688 loss_bbox_0: 0.3756 loss_giou_0: 0.5783 loss_ce_1: 0.4501 loss_bbox_1: 0.262 loss_giou_1: 0.4428 loss_ce_2: 0.4079 loss_bbox_2: 0.2338 loss_giou_2: 0.4025 loss_ce_3: 0.3779 loss_bbox_3: 0.2233 loss_giou_3: 0.3908 loss_ce_4: 0.3897 loss_bbox_4: 0.2177 loss_giou_4: 0.3872 time: 0.2804 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:23] d2.utils.events INFO: eta: 1 day, 5:44:54 iter: 70059 total_loss: 6.923 loss_ce: 0.4028 loss_bbox: 0.2233 loss_giou: 0.394 loss_ce_0: 0.5752 loss_bbox_0: 0.3627 loss_giou_0: 0.6078 loss_ce_1: 0.4831 loss_bbox_1: 0.2638 loss_giou_1: 0.4459 loss_ce_2: 0.448 loss_bbox_2: 0.2367 loss_giou_2: 0.4081 loss_ce_3: 0.4145 loss_bbox_3: 0.2317 loss_giou_3: 0.3981 loss_ce_4: 0.4071 loss_bbox_4: 0.225 loss_giou_4: 0.3918 time: 0.2804 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:29] d2.utils.events INFO: eta: 1 day, 5:45:04 iter: 70079 total_loss: 6.492 loss_ce: 0.372 loss_bbox: 0.2183 loss_giou: 0.3613 loss_ce_0: 0.5661 loss_bbox_0: 0.3655 loss_giou_0: 0.5686 loss_ce_1: 0.4619 loss_bbox_1: 0.2577 loss_giou_1: 0.419 loss_ce_2: 0.4114 loss_bbox_2: 0.2253 loss_giou_2: 0.3775 loss_ce_3: 0.3754 loss_bbox_3: 0.2209 loss_giou_3: 0.3678 loss_ce_4: 0.3789 loss_bbox_4: 0.2163 loss_giou_4: 0.3618 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:35] d2.utils.events INFO: eta: 1 day, 5:45:46 iter: 70099 total_loss: 6.824 loss_ce: 0.3879 loss_bbox: 0.2223 loss_giou: 0.3684 loss_ce_0: 0.5754 loss_bbox_0: 0.352 loss_giou_0: 0.5384 loss_ce_1: 0.4809 loss_bbox_1: 0.257 loss_giou_1: 0.415 loss_ce_2: 0.4195 loss_bbox_2: 0.232 loss_giou_2: 0.3839 loss_ce_3: 0.3981 loss_bbox_3: 0.2274 loss_giou_3: 0.374 loss_ce_4: 0.3972 loss_bbox_4: 0.224 loss_giou_4: 0.3717 time: 0.2804 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:40] d2.utils.events INFO: eta: 1 day, 5:44:44 iter: 70119 total_loss: 6.816 loss_ce: 0.3817 loss_bbox: 0.2226 loss_giou: 0.3803 loss_ce_0: 0.5526 loss_bbox_0: 0.3734 loss_giou_0: 0.5797 loss_ce_1: 0.4625 loss_bbox_1: 0.2492 loss_giou_1: 0.4458 loss_ce_2: 0.4157 loss_bbox_2: 0.2311 loss_giou_2: 0.4091 loss_ce_3: 0.3984 loss_bbox_3: 0.2285 loss_giou_3: 0.3952 loss_ce_4: 0.386 loss_bbox_4: 0.226 loss_giou_4: 0.3843 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:46] d2.utils.events INFO: eta: 1 day, 5:44:28 iter: 70139 total_loss: 6.449 loss_ce: 0.3656 loss_bbox: 0.2229 loss_giou: 0.3517 loss_ce_0: 0.5695 loss_bbox_0: 0.3644 loss_giou_0: 0.5301 loss_ce_1: 0.4719 loss_bbox_1: 0.2698 loss_giou_1: 0.4048 loss_ce_2: 0.4134 loss_bbox_2: 0.2414 loss_giou_2: 0.3693 loss_ce_3: 0.3801 loss_bbox_3: 0.2343 loss_giou_3: 0.3582 loss_ce_4: 0.3742 loss_bbox_4: 0.2265 loss_giou_4: 0.3554 time: 0.2804 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:52] d2.utils.events INFO: eta: 1 day, 5:44:23 iter: 70159 total_loss: 6.491 loss_ce: 0.3916 loss_bbox: 0.2261 loss_giou: 0.3615 loss_ce_0: 0.5722 loss_bbox_0: 0.3736 loss_giou_0: 0.5677 loss_ce_1: 0.4803 loss_bbox_1: 0.2595 loss_giou_1: 0.4095 loss_ce_2: 0.4235 loss_bbox_2: 0.2351 loss_giou_2: 0.3761 loss_ce_3: 0.4027 loss_bbox_3: 0.2306 loss_giou_3: 0.3665 loss_ce_4: 0.3886 loss_bbox_4: 0.2344 loss_giou_4: 0.365 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 18:54:58] d2.utils.events INFO: eta: 1 day, 5:44:36 iter: 70179 total_loss: 6.802 loss_ce: 0.3798 loss_bbox: 0.2231 loss_giou: 0.3883 loss_ce_0: 0.5729 loss_bbox_0: 0.3642 loss_giou_0: 0.5771 loss_ce_1: 0.4736 loss_bbox_1: 0.2595 loss_giou_1: 0.4522 loss_ce_2: 0.4162 loss_bbox_2: 0.2393 loss_giou_2: 0.4179 loss_ce_3: 0.3887 loss_bbox_3: 0.2323 loss_giou_3: 0.4102 loss_ce_4: 0.3752 loss_bbox_4: 0.2271 loss_giou_4: 0.4 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:03] d2.utils.events INFO: eta: 1 day, 5:44:50 iter: 70199 total_loss: 7.002 loss_ce: 0.3897 loss_bbox: 0.2365 loss_giou: 0.3818 loss_ce_0: 0.5718 loss_bbox_0: 0.3742 loss_giou_0: 0.5525 loss_ce_1: 0.4705 loss_bbox_1: 0.2711 loss_giou_1: 0.4364 loss_ce_2: 0.4218 loss_bbox_2: 0.2484 loss_giou_2: 0.4057 loss_ce_3: 0.3889 loss_bbox_3: 0.2415 loss_giou_3: 0.3924 loss_ce_4: 0.3888 loss_bbox_4: 0.24 loss_giou_4: 0.3835 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:09] d2.utils.events INFO: eta: 1 day, 5:44:11 iter: 70219 total_loss: 6.337 loss_ce: 0.3638 loss_bbox: 0.2064 loss_giou: 0.3608 loss_ce_0: 0.5724 loss_bbox_0: 0.3473 loss_giou_0: 0.5589 loss_ce_1: 0.4643 loss_bbox_1: 0.2457 loss_giou_1: 0.4123 loss_ce_2: 0.4032 loss_bbox_2: 0.2147 loss_giou_2: 0.3761 loss_ce_3: 0.3706 loss_bbox_3: 0.2095 loss_giou_3: 0.3667 loss_ce_4: 0.3729 loss_bbox_4: 0.2046 loss_giou_4: 0.362 time: 0.2804 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:15] d2.utils.events INFO: eta: 1 day, 5:44:05 iter: 70239 total_loss: 6.762 loss_ce: 0.3716 loss_bbox: 0.2308 loss_giou: 0.3787 loss_ce_0: 0.5722 loss_bbox_0: 0.3799 loss_giou_0: 0.5717 loss_ce_1: 0.4723 loss_bbox_1: 0.2701 loss_giou_1: 0.4298 loss_ce_2: 0.4054 loss_bbox_2: 0.2446 loss_giou_2: 0.3937 loss_ce_3: 0.387 loss_bbox_3: 0.2318 loss_giou_3: 0.3852 loss_ce_4: 0.3632 loss_bbox_4: 0.2312 loss_giou_4: 0.3794 time: 0.2804 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:21] d2.utils.events INFO: eta: 1 day, 5:44:42 iter: 70259 total_loss: 6.273 loss_ce: 0.3493 loss_bbox: 0.2006 loss_giou: 0.3495 loss_ce_0: 0.5258 loss_bbox_0: 0.3634 loss_giou_0: 0.5521 loss_ce_1: 0.4466 loss_bbox_1: 0.2426 loss_giou_1: 0.4156 loss_ce_2: 0.3913 loss_bbox_2: 0.2185 loss_giou_2: 0.3765 loss_ce_3: 0.3617 loss_bbox_3: 0.2074 loss_giou_3: 0.364 loss_ce_4: 0.3514 loss_bbox_4: 0.2044 loss_giou_4: 0.3487 time: 0.2804 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:26] d2.utils.events INFO: eta: 1 day, 5:44:08 iter: 70279 total_loss: 6.686 loss_ce: 0.3534 loss_bbox: 0.2155 loss_giou: 0.3861 loss_ce_0: 0.546 loss_bbox_0: 0.3473 loss_giou_0: 0.5742 loss_ce_1: 0.4516 loss_bbox_1: 0.2381 loss_giou_1: 0.4487 loss_ce_2: 0.3934 loss_bbox_2: 0.2186 loss_giou_2: 0.407 loss_ce_3: 0.3628 loss_bbox_3: 0.2214 loss_giou_3: 0.3885 loss_ce_4: 0.3544 loss_bbox_4: 0.2095 loss_giou_4: 0.3795 time: 0.2804 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:32] d2.utils.events INFO: eta: 1 day, 5:43:42 iter: 70299 total_loss: 6.956 loss_ce: 0.3909 loss_bbox: 0.2302 loss_giou: 0.3939 loss_ce_0: 0.5746 loss_bbox_0: 0.3888 loss_giou_0: 0.6003 loss_ce_1: 0.4669 loss_bbox_1: 0.2641 loss_giou_1: 0.4452 loss_ce_2: 0.4161 loss_bbox_2: 0.249 loss_giou_2: 0.4109 loss_ce_3: 0.3977 loss_bbox_3: 0.2463 loss_giou_3: 0.4028 loss_ce_4: 0.3971 loss_bbox_4: 0.2396 loss_giou_4: 0.3968 time: 0.2804 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:38] d2.utils.events INFO: eta: 1 day, 5:43:30 iter: 70319 total_loss: 6.277 loss_ce: 0.3563 loss_bbox: 0.223 loss_giou: 0.3553 loss_ce_0: 0.5425 loss_bbox_0: 0.3615 loss_giou_0: 0.5518 loss_ce_1: 0.4448 loss_bbox_1: 0.2516 loss_giou_1: 0.4074 loss_ce_2: 0.375 loss_bbox_2: 0.2375 loss_giou_2: 0.3634 loss_ce_3: 0.36 loss_bbox_3: 0.2272 loss_giou_3: 0.3597 loss_ce_4: 0.3529 loss_bbox_4: 0.2215 loss_giou_4: 0.3553 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:43] d2.utils.events INFO: eta: 1 day, 5:43:12 iter: 70339 total_loss: 6.767 loss_ce: 0.3705 loss_bbox: 0.2185 loss_giou: 0.3478 loss_ce_0: 0.5497 loss_bbox_0: 0.3762 loss_giou_0: 0.5416 loss_ce_1: 0.4466 loss_bbox_1: 0.2562 loss_giou_1: 0.3912 loss_ce_2: 0.4038 loss_bbox_2: 0.2281 loss_giou_2: 0.3723 loss_ce_3: 0.369 loss_bbox_3: 0.2195 loss_giou_3: 0.3559 loss_ce_4: 0.3697 loss_bbox_4: 0.218 loss_giou_4: 0.3466 time: 0.2804 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:49] d2.utils.events INFO: eta: 1 day, 5:43:03 iter: 70359 total_loss: 6.838 loss_ce: 0.4289 loss_bbox: 0.2028 loss_giou: 0.3739 loss_ce_0: 0.5936 loss_bbox_0: 0.3665 loss_giou_0: 0.5723 loss_ce_1: 0.4973 loss_bbox_1: 0.2436 loss_giou_1: 0.4282 loss_ce_2: 0.447 loss_bbox_2: 0.2192 loss_giou_2: 0.3932 loss_ce_3: 0.4278 loss_bbox_3: 0.2077 loss_giou_3: 0.3732 loss_ce_4: 0.4301 loss_bbox_4: 0.2024 loss_giou_4: 0.3738 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 18:55:55] d2.utils.events INFO: eta: 1 day, 5:42:47 iter: 70379 total_loss: 6.928 loss_ce: 0.4048 loss_bbox: 0.2441 loss_giou: 0.3895 loss_ce_0: 0.5697 loss_bbox_0: 0.3873 loss_giou_0: 0.5885 loss_ce_1: 0.4825 loss_bbox_1: 0.2712 loss_giou_1: 0.4476 loss_ce_2: 0.4362 loss_bbox_2: 0.2503 loss_giou_2: 0.4132 loss_ce_3: 0.4159 loss_bbox_3: 0.2575 loss_giou_3: 0.3987 loss_ce_4: 0.4004 loss_bbox_4: 0.245 loss_giou_4: 0.3901 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:00] d2.utils.events INFO: eta: 1 day, 5:42:32 iter: 70399 total_loss: 6.425 loss_ce: 0.3471 loss_bbox: 0.212 loss_giou: 0.361 loss_ce_0: 0.519 loss_bbox_0: 0.3393 loss_giou_0: 0.5398 loss_ce_1: 0.4398 loss_bbox_1: 0.2232 loss_giou_1: 0.4086 loss_ce_2: 0.3883 loss_bbox_2: 0.2053 loss_giou_2: 0.3794 loss_ce_3: 0.3565 loss_bbox_3: 0.2116 loss_giou_3: 0.3726 loss_ce_4: 0.3477 loss_bbox_4: 0.2099 loss_giou_4: 0.3672 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:06] d2.utils.events INFO: eta: 1 day, 5:42:37 iter: 70419 total_loss: 6.691 loss_ce: 0.3784 loss_bbox: 0.2308 loss_giou: 0.3846 loss_ce_0: 0.5581 loss_bbox_0: 0.3639 loss_giou_0: 0.5583 loss_ce_1: 0.4529 loss_bbox_1: 0.2718 loss_giou_1: 0.4314 loss_ce_2: 0.4114 loss_bbox_2: 0.2417 loss_giou_2: 0.3947 loss_ce_3: 0.3822 loss_bbox_3: 0.2368 loss_giou_3: 0.3913 loss_ce_4: 0.3743 loss_bbox_4: 0.2355 loss_giou_4: 0.3832 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:12] d2.utils.events INFO: eta: 1 day, 5:42:32 iter: 70439 total_loss: 6.657 loss_ce: 0.3693 loss_bbox: 0.2228 loss_giou: 0.3738 loss_ce_0: 0.5648 loss_bbox_0: 0.3791 loss_giou_0: 0.5913 loss_ce_1: 0.4605 loss_bbox_1: 0.2584 loss_giou_1: 0.4412 loss_ce_2: 0.4053 loss_bbox_2: 0.2302 loss_giou_2: 0.3935 loss_ce_3: 0.3843 loss_bbox_3: 0.2286 loss_giou_3: 0.3745 loss_ce_4: 0.3709 loss_bbox_4: 0.2258 loss_giou_4: 0.3746 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:18] d2.utils.events INFO: eta: 1 day, 5:42:35 iter: 70459 total_loss: 7.036 loss_ce: 0.3907 loss_bbox: 0.2172 loss_giou: 0.3984 loss_ce_0: 0.569 loss_bbox_0: 0.3731 loss_giou_0: 0.6053 loss_ce_1: 0.4761 loss_bbox_1: 0.2675 loss_giou_1: 0.4557 loss_ce_2: 0.4317 loss_bbox_2: 0.2299 loss_giou_2: 0.4219 loss_ce_3: 0.3947 loss_bbox_3: 0.2265 loss_giou_3: 0.4074 loss_ce_4: 0.3841 loss_bbox_4: 0.2216 loss_giou_4: 0.3991 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:24] d2.utils.events INFO: eta: 1 day, 5:42:11 iter: 70479 total_loss: 6.667 loss_ce: 0.3868 loss_bbox: 0.2156 loss_giou: 0.3765 loss_ce_0: 0.5615 loss_bbox_0: 0.3698 loss_giou_0: 0.5922 loss_ce_1: 0.4658 loss_bbox_1: 0.2463 loss_giou_1: 0.4385 loss_ce_2: 0.4223 loss_bbox_2: 0.2256 loss_giou_2: 0.3904 loss_ce_3: 0.3866 loss_bbox_3: 0.2214 loss_giou_3: 0.3797 loss_ce_4: 0.3867 loss_bbox_4: 0.2155 loss_giou_4: 0.3794 time: 0.2804 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:29] d2.utils.events INFO: eta: 1 day, 5:42:05 iter: 70499 total_loss: 6.326 loss_ce: 0.3573 loss_bbox: 0.2245 loss_giou: 0.3762 loss_ce_0: 0.5473 loss_bbox_0: 0.358 loss_giou_0: 0.5804 loss_ce_1: 0.4581 loss_bbox_1: 0.2449 loss_giou_1: 0.4232 loss_ce_2: 0.3934 loss_bbox_2: 0.2276 loss_giou_2: 0.3929 loss_ce_3: 0.3609 loss_bbox_3: 0.2196 loss_giou_3: 0.3823 loss_ce_4: 0.3537 loss_bbox_4: 0.2198 loss_giou_4: 0.3779 time: 0.2804 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:35] d2.utils.events INFO: eta: 1 day, 5:42:00 iter: 70519 total_loss: 6.762 loss_ce: 0.4064 loss_bbox: 0.219 loss_giou: 0.3859 loss_ce_0: 0.5743 loss_bbox_0: 0.3642 loss_giou_0: 0.5796 loss_ce_1: 0.4791 loss_bbox_1: 0.2542 loss_giou_1: 0.4384 loss_ce_2: 0.4283 loss_bbox_2: 0.2322 loss_giou_2: 0.4053 loss_ce_3: 0.397 loss_bbox_3: 0.2244 loss_giou_3: 0.3956 loss_ce_4: 0.3963 loss_bbox_4: 0.2204 loss_giou_4: 0.3899 time: 0.2804 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:41] d2.utils.events INFO: eta: 1 day, 5:41:54 iter: 70539 total_loss: 6.633 loss_ce: 0.3866 loss_bbox: 0.215 loss_giou: 0.3849 loss_ce_0: 0.5599 loss_bbox_0: 0.3601 loss_giou_0: 0.5966 loss_ce_1: 0.4733 loss_bbox_1: 0.2461 loss_giou_1: 0.4363 loss_ce_2: 0.4224 loss_bbox_2: 0.2236 loss_giou_2: 0.4074 loss_ce_3: 0.3982 loss_bbox_3: 0.2166 loss_giou_3: 0.394 loss_ce_4: 0.3875 loss_bbox_4: 0.2143 loss_giou_4: 0.3905 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:46] d2.utils.events INFO: eta: 1 day, 5:41:19 iter: 70559 total_loss: 6.673 loss_ce: 0.3923 loss_bbox: 0.2322 loss_giou: 0.3878 loss_ce_0: 0.577 loss_bbox_0: 0.3816 loss_giou_0: 0.5616 loss_ce_1: 0.4724 loss_bbox_1: 0.2633 loss_giou_1: 0.4383 loss_ce_2: 0.4334 loss_bbox_2: 0.2493 loss_giou_2: 0.4135 loss_ce_3: 0.399 loss_bbox_3: 0.2416 loss_giou_3: 0.4 loss_ce_4: 0.3936 loss_bbox_4: 0.2327 loss_giou_4: 0.3908 time: 0.2804 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:52] d2.utils.events INFO: eta: 1 day, 5:41:29 iter: 70579 total_loss: 6.712 loss_ce: 0.3649 loss_bbox: 0.2196 loss_giou: 0.3908 loss_ce_0: 0.5478 loss_bbox_0: 0.3677 loss_giou_0: 0.5855 loss_ce_1: 0.4696 loss_bbox_1: 0.2466 loss_giou_1: 0.4434 loss_ce_2: 0.4137 loss_bbox_2: 0.2342 loss_giou_2: 0.4096 loss_ce_3: 0.372 loss_bbox_3: 0.2242 loss_giou_3: 0.4059 loss_ce_4: 0.3735 loss_bbox_4: 0.2194 loss_giou_4: 0.3919 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 18:56:58] d2.utils.events INFO: eta: 1 day, 5:40:59 iter: 70599 total_loss: 6.807 loss_ce: 0.3973 loss_bbox: 0.2216 loss_giou: 0.3927 loss_ce_0: 0.5673 loss_bbox_0: 0.3652 loss_giou_0: 0.5951 loss_ce_1: 0.4629 loss_bbox_1: 0.2427 loss_giou_1: 0.4315 loss_ce_2: 0.4201 loss_bbox_2: 0.2178 loss_giou_2: 0.4102 loss_ce_3: 0.3979 loss_bbox_3: 0.2127 loss_giou_3: 0.3982 loss_ce_4: 0.3967 loss_bbox_4: 0.2121 loss_giou_4: 0.3957 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:03] d2.utils.events INFO: eta: 1 day, 5:40:07 iter: 70619 total_loss: 6.585 loss_ce: 0.3825 loss_bbox: 0.2233 loss_giou: 0.3661 loss_ce_0: 0.5515 loss_bbox_0: 0.3492 loss_giou_0: 0.5525 loss_ce_1: 0.4811 loss_bbox_1: 0.2464 loss_giou_1: 0.4102 loss_ce_2: 0.4123 loss_bbox_2: 0.2277 loss_giou_2: 0.38 loss_ce_3: 0.3961 loss_bbox_3: 0.2254 loss_giou_3: 0.3653 loss_ce_4: 0.3772 loss_bbox_4: 0.228 loss_giou_4: 0.3686 time: 0.2804 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:09] d2.utils.events INFO: eta: 1 day, 5:39:50 iter: 70639 total_loss: 6.605 loss_ce: 0.3837 loss_bbox: 0.2197 loss_giou: 0.3487 loss_ce_0: 0.5511 loss_bbox_0: 0.3722 loss_giou_0: 0.5381 loss_ce_1: 0.4615 loss_bbox_1: 0.2541 loss_giou_1: 0.3943 loss_ce_2: 0.4102 loss_bbox_2: 0.2302 loss_giou_2: 0.3522 loss_ce_3: 0.3844 loss_bbox_3: 0.2258 loss_giou_3: 0.3449 loss_ce_4: 0.3838 loss_bbox_4: 0.2229 loss_giou_4: 0.3472 time: 0.2804 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:15] d2.utils.events INFO: eta: 1 day, 5:38:56 iter: 70659 total_loss: 6.584 loss_ce: 0.3759 loss_bbox: 0.2022 loss_giou: 0.3569 loss_ce_0: 0.5401 loss_bbox_0: 0.3448 loss_giou_0: 0.5457 loss_ce_1: 0.4636 loss_bbox_1: 0.2348 loss_giou_1: 0.4164 loss_ce_2: 0.4098 loss_bbox_2: 0.2191 loss_giou_2: 0.3667 loss_ce_3: 0.3791 loss_bbox_3: 0.2153 loss_giou_3: 0.3634 loss_ce_4: 0.3832 loss_bbox_4: 0.2015 loss_giou_4: 0.3604 time: 0.2804 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:21] d2.utils.events INFO: eta: 1 day, 5:39:27 iter: 70679 total_loss: 6.726 loss_ce: 0.3775 loss_bbox: 0.2055 loss_giou: 0.3976 loss_ce_0: 0.559 loss_bbox_0: 0.3553 loss_giou_0: 0.5767 loss_ce_1: 0.4687 loss_bbox_1: 0.248 loss_giou_1: 0.4527 loss_ce_2: 0.4128 loss_bbox_2: 0.2174 loss_giou_2: 0.4182 loss_ce_3: 0.3915 loss_bbox_3: 0.2101 loss_giou_3: 0.4074 loss_ce_4: 0.3815 loss_bbox_4: 0.2079 loss_giou_4: 0.4003 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:26] d2.utils.events INFO: eta: 1 day, 5:39:44 iter: 70699 total_loss: 6.485 loss_ce: 0.382 loss_bbox: 0.208 loss_giou: 0.3607 loss_ce_0: 0.5657 loss_bbox_0: 0.3614 loss_giou_0: 0.5377 loss_ce_1: 0.4659 loss_bbox_1: 0.2494 loss_giou_1: 0.416 loss_ce_2: 0.4167 loss_bbox_2: 0.2239 loss_giou_2: 0.3823 loss_ce_3: 0.3856 loss_bbox_3: 0.2119 loss_giou_3: 0.3657 loss_ce_4: 0.3871 loss_bbox_4: 0.209 loss_giou_4: 0.3605 time: 0.2804 data_time: 0.0182 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:32] d2.utils.events INFO: eta: 1 day, 5:39:04 iter: 70719 total_loss: 6.673 loss_ce: 0.3878 loss_bbox: 0.2155 loss_giou: 0.3665 loss_ce_0: 0.5581 loss_bbox_0: 0.3773 loss_giou_0: 0.5527 loss_ce_1: 0.4659 loss_bbox_1: 0.2531 loss_giou_1: 0.4066 loss_ce_2: 0.4181 loss_bbox_2: 0.2331 loss_giou_2: 0.3785 loss_ce_3: 0.3899 loss_bbox_3: 0.221 loss_giou_3: 0.365 loss_ce_4: 0.3934 loss_bbox_4: 0.2173 loss_giou_4: 0.3667 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:38] d2.utils.events INFO: eta: 1 day, 5:38:46 iter: 70739 total_loss: 6.547 loss_ce: 0.3876 loss_bbox: 0.2163 loss_giou: 0.3829 loss_ce_0: 0.5635 loss_bbox_0: 0.3638 loss_giou_0: 0.5853 loss_ce_1: 0.4559 loss_bbox_1: 0.2528 loss_giou_1: 0.4257 loss_ce_2: 0.4234 loss_bbox_2: 0.2301 loss_giou_2: 0.3912 loss_ce_3: 0.3902 loss_bbox_3: 0.2207 loss_giou_3: 0.3896 loss_ce_4: 0.3893 loss_bbox_4: 0.2212 loss_giou_4: 0.3822 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:43] d2.utils.events INFO: eta: 1 day, 5:38:53 iter: 70759 total_loss: 6.734 loss_ce: 0.3807 loss_bbox: 0.2065 loss_giou: 0.3931 loss_ce_0: 0.5632 loss_bbox_0: 0.3589 loss_giou_0: 0.6007 loss_ce_1: 0.4726 loss_bbox_1: 0.2499 loss_giou_1: 0.4341 loss_ce_2: 0.4187 loss_bbox_2: 0.2261 loss_giou_2: 0.4062 loss_ce_3: 0.394 loss_bbox_3: 0.2245 loss_giou_3: 0.3977 loss_ce_4: 0.3787 loss_bbox_4: 0.216 loss_giou_4: 0.3943 time: 0.2804 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:49] d2.utils.events INFO: eta: 1 day, 5:38:47 iter: 70779 total_loss: 6.505 loss_ce: 0.3646 loss_bbox: 0.2093 loss_giou: 0.3789 loss_ce_0: 0.5531 loss_bbox_0: 0.3624 loss_giou_0: 0.5757 loss_ce_1: 0.4577 loss_bbox_1: 0.2436 loss_giou_1: 0.4285 loss_ce_2: 0.4036 loss_bbox_2: 0.2176 loss_giou_2: 0.3941 loss_ce_3: 0.3716 loss_bbox_3: 0.2101 loss_giou_3: 0.3811 loss_ce_4: 0.3703 loss_bbox_4: 0.2102 loss_giou_4: 0.3805 time: 0.2804 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/02 18:57:55] d2.utils.events INFO: eta: 1 day, 5:39:46 iter: 70799 total_loss: 6.658 loss_ce: 0.3777 loss_bbox: 0.2138 loss_giou: 0.3937 loss_ce_0: 0.5434 loss_bbox_0: 0.3785 loss_giou_0: 0.5955 loss_ce_1: 0.4552 loss_bbox_1: 0.2478 loss_giou_1: 0.4449 loss_ce_2: 0.4007 loss_bbox_2: 0.2257 loss_giou_2: 0.4097 loss_ce_3: 0.3818 loss_bbox_3: 0.2217 loss_giou_3: 0.4046 loss_ce_4: 0.3794 loss_bbox_4: 0.2165 loss_giou_4: 0.3977 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:01] d2.utils.events INFO: eta: 1 day, 5:40:10 iter: 70819 total_loss: 6.7 loss_ce: 0.3797 loss_bbox: 0.2024 loss_giou: 0.3826 loss_ce_0: 0.5638 loss_bbox_0: 0.3578 loss_giou_0: 0.5968 loss_ce_1: 0.4594 loss_bbox_1: 0.24 loss_giou_1: 0.446 loss_ce_2: 0.3973 loss_bbox_2: 0.2211 loss_giou_2: 0.3994 loss_ce_3: 0.3812 loss_bbox_3: 0.2153 loss_giou_3: 0.3907 loss_ce_4: 0.3771 loss_bbox_4: 0.2072 loss_giou_4: 0.3838 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:06] d2.utils.events INFO: eta: 1 day, 5:40:04 iter: 70839 total_loss: 6.546 loss_ce: 0.3742 loss_bbox: 0.2122 loss_giou: 0.371 loss_ce_0: 0.565 loss_bbox_0: 0.3567 loss_giou_0: 0.5775 loss_ce_1: 0.4531 loss_bbox_1: 0.2427 loss_giou_1: 0.4215 loss_ce_2: 0.4019 loss_bbox_2: 0.2259 loss_giou_2: 0.3879 loss_ce_3: 0.3728 loss_bbox_3: 0.2219 loss_giou_3: 0.3816 loss_ce_4: 0.3682 loss_bbox_4: 0.2178 loss_giou_4: 0.374 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:12] d2.utils.events INFO: eta: 1 day, 5:39:41 iter: 70859 total_loss: 6.731 loss_ce: 0.3775 loss_bbox: 0.2293 loss_giou: 0.383 loss_ce_0: 0.5544 loss_bbox_0: 0.3525 loss_giou_0: 0.5505 loss_ce_1: 0.458 loss_bbox_1: 0.2664 loss_giou_1: 0.4217 loss_ce_2: 0.4123 loss_bbox_2: 0.2383 loss_giou_2: 0.3901 loss_ce_3: 0.3833 loss_bbox_3: 0.2327 loss_giou_3: 0.38 loss_ce_4: 0.3803 loss_bbox_4: 0.2327 loss_giou_4: 0.3861 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:18] d2.utils.events INFO: eta: 1 day, 5:39:14 iter: 70879 total_loss: 6.598 loss_ce: 0.3839 loss_bbox: 0.2039 loss_giou: 0.3611 loss_ce_0: 0.5595 loss_bbox_0: 0.3582 loss_giou_0: 0.5501 loss_ce_1: 0.4597 loss_bbox_1: 0.2347 loss_giou_1: 0.4067 loss_ce_2: 0.412 loss_bbox_2: 0.2185 loss_giou_2: 0.3721 loss_ce_3: 0.3916 loss_bbox_3: 0.2087 loss_giou_3: 0.3671 loss_ce_4: 0.3819 loss_bbox_4: 0.2052 loss_giou_4: 0.3576 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:23] d2.utils.events INFO: eta: 1 day, 5:39:43 iter: 70899 total_loss: 6.747 loss_ce: 0.3779 loss_bbox: 0.2126 loss_giou: 0.4035 loss_ce_0: 0.5485 loss_bbox_0: 0.3708 loss_giou_0: 0.618 loss_ce_1: 0.4707 loss_bbox_1: 0.2541 loss_giou_1: 0.4756 loss_ce_2: 0.4118 loss_bbox_2: 0.2257 loss_giou_2: 0.4337 loss_ce_3: 0.3892 loss_bbox_3: 0.2219 loss_giou_3: 0.4191 loss_ce_4: 0.3826 loss_bbox_4: 0.2137 loss_giou_4: 0.4085 time: 0.2804 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:29] d2.utils.events INFO: eta: 1 day, 5:39:12 iter: 70919 total_loss: 6.762 loss_ce: 0.3826 loss_bbox: 0.2163 loss_giou: 0.3797 loss_ce_0: 0.5552 loss_bbox_0: 0.3783 loss_giou_0: 0.5786 loss_ce_1: 0.461 loss_bbox_1: 0.2576 loss_giou_1: 0.4237 loss_ce_2: 0.4188 loss_bbox_2: 0.2344 loss_giou_2: 0.3973 loss_ce_3: 0.3957 loss_bbox_3: 0.2217 loss_giou_3: 0.3854 loss_ce_4: 0.3845 loss_bbox_4: 0.2198 loss_giou_4: 0.3802 time: 0.2804 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:35] d2.utils.events INFO: eta: 1 day, 5:38:46 iter: 70939 total_loss: 6.225 loss_ce: 0.3573 loss_bbox: 0.2121 loss_giou: 0.3584 loss_ce_0: 0.5321 loss_bbox_0: 0.3551 loss_giou_0: 0.5492 loss_ce_1: 0.4311 loss_bbox_1: 0.251 loss_giou_1: 0.4127 loss_ce_2: 0.3937 loss_bbox_2: 0.2223 loss_giou_2: 0.3762 loss_ce_3: 0.3673 loss_bbox_3: 0.2131 loss_giou_3: 0.3672 loss_ce_4: 0.3599 loss_bbox_4: 0.2118 loss_giou_4: 0.3592 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:40] d2.utils.events INFO: eta: 1 day, 5:37:16 iter: 70959 total_loss: 6.393 loss_ce: 0.3643 loss_bbox: 0.2222 loss_giou: 0.3617 loss_ce_0: 0.5504 loss_bbox_0: 0.366 loss_giou_0: 0.5591 loss_ce_1: 0.4413 loss_bbox_1: 0.272 loss_giou_1: 0.4245 loss_ce_2: 0.3934 loss_bbox_2: 0.2393 loss_giou_2: 0.3854 loss_ce_3: 0.3654 loss_bbox_3: 0.2342 loss_giou_3: 0.3642 loss_ce_4: 0.3664 loss_bbox_4: 0.2239 loss_giou_4: 0.3604 time: 0.2804 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:46] d2.utils.events INFO: eta: 1 day, 5:37:02 iter: 70979 total_loss: 6.921 loss_ce: 0.3822 loss_bbox: 0.2332 loss_giou: 0.3848 loss_ce_0: 0.571 loss_bbox_0: 0.3778 loss_giou_0: 0.5859 loss_ce_1: 0.4722 loss_bbox_1: 0.2674 loss_giou_1: 0.4318 loss_ce_2: 0.4241 loss_bbox_2: 0.2484 loss_giou_2: 0.3875 loss_ce_3: 0.3989 loss_bbox_3: 0.2437 loss_giou_3: 0.3874 loss_ce_4: 0.3899 loss_bbox_4: 0.237 loss_giou_4: 0.3836 time: 0.2804 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:52] d2.utils.events INFO: eta: 1 day, 5:36:50 iter: 70999 total_loss: 6.561 loss_ce: 0.3832 loss_bbox: 0.2153 loss_giou: 0.3707 loss_ce_0: 0.5567 loss_bbox_0: 0.363 loss_giou_0: 0.5801 loss_ce_1: 0.4567 loss_bbox_1: 0.2569 loss_giou_1: 0.435 loss_ce_2: 0.4062 loss_bbox_2: 0.2272 loss_giou_2: 0.4053 loss_ce_3: 0.3755 loss_bbox_3: 0.2215 loss_giou_3: 0.3832 loss_ce_4: 0.3831 loss_bbox_4: 0.2181 loss_giou_4: 0.3778 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 18:58:58] d2.utils.events INFO: eta: 1 day, 5:36:52 iter: 71019 total_loss: 6.496 loss_ce: 0.364 loss_bbox: 0.2271 loss_giou: 0.3703 loss_ce_0: 0.5688 loss_bbox_0: 0.3602 loss_giou_0: 0.5714 loss_ce_1: 0.4657 loss_bbox_1: 0.2584 loss_giou_1: 0.4239 loss_ce_2: 0.4062 loss_bbox_2: 0.2363 loss_giou_2: 0.3849 loss_ce_3: 0.3714 loss_bbox_3: 0.2293 loss_giou_3: 0.3744 loss_ce_4: 0.3546 loss_bbox_4: 0.2314 loss_giou_4: 0.3718 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:03] d2.utils.events INFO: eta: 1 day, 5:36:39 iter: 71039 total_loss: 6.659 loss_ce: 0.362 loss_bbox: 0.208 loss_giou: 0.3942 loss_ce_0: 0.5518 loss_bbox_0: 0.3495 loss_giou_0: 0.6003 loss_ce_1: 0.4398 loss_bbox_1: 0.2436 loss_giou_1: 0.453 loss_ce_2: 0.3945 loss_bbox_2: 0.2237 loss_giou_2: 0.4191 loss_ce_3: 0.3752 loss_bbox_3: 0.2171 loss_giou_3: 0.4031 loss_ce_4: 0.3722 loss_bbox_4: 0.2146 loss_giou_4: 0.3994 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:09] d2.utils.events INFO: eta: 1 day, 5:36:33 iter: 71059 total_loss: 6.726 loss_ce: 0.3843 loss_bbox: 0.2204 loss_giou: 0.3781 loss_ce_0: 0.5495 loss_bbox_0: 0.3769 loss_giou_0: 0.561 loss_ce_1: 0.4628 loss_bbox_1: 0.2622 loss_giou_1: 0.4359 loss_ce_2: 0.4174 loss_bbox_2: 0.2378 loss_giou_2: 0.393 loss_ce_3: 0.3851 loss_bbox_3: 0.2234 loss_giou_3: 0.3854 loss_ce_4: 0.3839 loss_bbox_4: 0.2184 loss_giou_4: 0.3797 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:15] d2.utils.events INFO: eta: 1 day, 5:35:55 iter: 71079 total_loss: 6.689 loss_ce: 0.3829 loss_bbox: 0.2221 loss_giou: 0.368 loss_ce_0: 0.5484 loss_bbox_0: 0.3728 loss_giou_0: 0.5514 loss_ce_1: 0.4676 loss_bbox_1: 0.2586 loss_giou_1: 0.4122 loss_ce_2: 0.4213 loss_bbox_2: 0.2363 loss_giou_2: 0.3899 loss_ce_3: 0.4017 loss_bbox_3: 0.2334 loss_giou_3: 0.3779 loss_ce_4: 0.3812 loss_bbox_4: 0.2283 loss_giou_4: 0.3758 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:20] d2.utils.events INFO: eta: 1 day, 5:35:25 iter: 71099 total_loss: 6.606 loss_ce: 0.3654 loss_bbox: 0.2125 loss_giou: 0.3676 loss_ce_0: 0.5524 loss_bbox_0: 0.3638 loss_giou_0: 0.5629 loss_ce_1: 0.4595 loss_bbox_1: 0.2465 loss_giou_1: 0.4164 loss_ce_2: 0.3996 loss_bbox_2: 0.2305 loss_giou_2: 0.3738 loss_ce_3: 0.3774 loss_bbox_3: 0.219 loss_giou_3: 0.3707 loss_ce_4: 0.3642 loss_bbox_4: 0.2136 loss_giou_4: 0.3688 time: 0.2804 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:26] d2.utils.events INFO: eta: 1 day, 5:35:18 iter: 71119 total_loss: 6.676 loss_ce: 0.3934 loss_bbox: 0.2214 loss_giou: 0.3643 loss_ce_0: 0.5754 loss_bbox_0: 0.3711 loss_giou_0: 0.5562 loss_ce_1: 0.4817 loss_bbox_1: 0.256 loss_giou_1: 0.4134 loss_ce_2: 0.4277 loss_bbox_2: 0.2294 loss_giou_2: 0.3738 loss_ce_3: 0.4007 loss_bbox_3: 0.2217 loss_giou_3: 0.3652 loss_ce_4: 0.3917 loss_bbox_4: 0.2203 loss_giou_4: 0.3656 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:32] d2.utils.events INFO: eta: 1 day, 5:35:23 iter: 71139 total_loss: 6.366 loss_ce: 0.3607 loss_bbox: 0.2151 loss_giou: 0.36 loss_ce_0: 0.5307 loss_bbox_0: 0.3709 loss_giou_0: 0.5435 loss_ce_1: 0.4475 loss_bbox_1: 0.2521 loss_giou_1: 0.4167 loss_ce_2: 0.3793 loss_bbox_2: 0.2299 loss_giou_2: 0.3825 loss_ce_3: 0.3608 loss_bbox_3: 0.222 loss_giou_3: 0.3715 loss_ce_4: 0.3607 loss_bbox_4: 0.2165 loss_giou_4: 0.3623 time: 0.2804 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:37] d2.utils.events INFO: eta: 1 day, 5:34:55 iter: 71159 total_loss: 6.873 loss_ce: 0.4105 loss_bbox: 0.2134 loss_giou: 0.3639 loss_ce_0: 0.5616 loss_bbox_0: 0.3712 loss_giou_0: 0.5483 loss_ce_1: 0.4794 loss_bbox_1: 0.2586 loss_giou_1: 0.4288 loss_ce_2: 0.4371 loss_bbox_2: 0.2267 loss_giou_2: 0.3839 loss_ce_3: 0.4086 loss_bbox_3: 0.22 loss_giou_3: 0.3696 loss_ce_4: 0.4089 loss_bbox_4: 0.2156 loss_giou_4: 0.3672 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:43] d2.utils.events INFO: eta: 1 day, 5:34:13 iter: 71179 total_loss: 6.648 loss_ce: 0.378 loss_bbox: 0.2202 loss_giou: 0.3632 loss_ce_0: 0.5656 loss_bbox_0: 0.3676 loss_giou_0: 0.5753 loss_ce_1: 0.4781 loss_bbox_1: 0.2574 loss_giou_1: 0.4159 loss_ce_2: 0.4091 loss_bbox_2: 0.2327 loss_giou_2: 0.3779 loss_ce_3: 0.3875 loss_bbox_3: 0.2249 loss_giou_3: 0.3628 loss_ce_4: 0.3668 loss_bbox_4: 0.2227 loss_giou_4: 0.3629 time: 0.2804 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:49] d2.utils.events INFO: eta: 1 day, 5:33:49 iter: 71199 total_loss: 6.648 loss_ce: 0.3959 loss_bbox: 0.2179 loss_giou: 0.3595 loss_ce_0: 0.5649 loss_bbox_0: 0.3722 loss_giou_0: 0.5458 loss_ce_1: 0.4749 loss_bbox_1: 0.2595 loss_giou_1: 0.4081 loss_ce_2: 0.4214 loss_bbox_2: 0.2308 loss_giou_2: 0.3757 loss_ce_3: 0.3987 loss_bbox_3: 0.2218 loss_giou_3: 0.3655 loss_ce_4: 0.3962 loss_bbox_4: 0.2243 loss_giou_4: 0.3605 time: 0.2804 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 18:59:54] d2.utils.events INFO: eta: 1 day, 5:34:06 iter: 71219 total_loss: 6.861 loss_ce: 0.4144 loss_bbox: 0.2216 loss_giou: 0.39 loss_ce_0: 0.5674 loss_bbox_0: 0.3748 loss_giou_0: 0.595 loss_ce_1: 0.4819 loss_bbox_1: 0.2623 loss_giou_1: 0.4381 loss_ce_2: 0.4305 loss_bbox_2: 0.2369 loss_giou_2: 0.4095 loss_ce_3: 0.4041 loss_bbox_3: 0.2293 loss_giou_3: 0.3942 loss_ce_4: 0.415 loss_bbox_4: 0.2253 loss_giou_4: 0.3889 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:00] d2.utils.events INFO: eta: 1 day, 5:33:56 iter: 71239 total_loss: 6.774 loss_ce: 0.3762 loss_bbox: 0.2092 loss_giou: 0.3864 loss_ce_0: 0.5658 loss_bbox_0: 0.3517 loss_giou_0: 0.606 loss_ce_1: 0.4522 loss_bbox_1: 0.2413 loss_giou_1: 0.4433 loss_ce_2: 0.4154 loss_bbox_2: 0.2229 loss_giou_2: 0.4026 loss_ce_3: 0.3838 loss_bbox_3: 0.2134 loss_giou_3: 0.3959 loss_ce_4: 0.3744 loss_bbox_4: 0.2101 loss_giou_4: 0.3912 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:06] d2.utils.events INFO: eta: 1 day, 5:33:14 iter: 71259 total_loss: 6.855 loss_ce: 0.3901 loss_bbox: 0.215 loss_giou: 0.3771 loss_ce_0: 0.571 loss_bbox_0: 0.373 loss_giou_0: 0.5763 loss_ce_1: 0.4769 loss_bbox_1: 0.2554 loss_giou_1: 0.4356 loss_ce_2: 0.4152 loss_bbox_2: 0.2217 loss_giou_2: 0.3992 loss_ce_3: 0.396 loss_bbox_3: 0.2181 loss_giou_3: 0.3903 loss_ce_4: 0.3902 loss_bbox_4: 0.2128 loss_giou_4: 0.3826 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:12] d2.utils.events INFO: eta: 1 day, 5:33:40 iter: 71279 total_loss: 6.758 loss_ce: 0.405 loss_bbox: 0.2318 loss_giou: 0.3912 loss_ce_0: 0.6088 loss_bbox_0: 0.3919 loss_giou_0: 0.5685 loss_ce_1: 0.5034 loss_bbox_1: 0.2647 loss_giou_1: 0.4474 loss_ce_2: 0.4474 loss_bbox_2: 0.2367 loss_giou_2: 0.4125 loss_ce_3: 0.4121 loss_bbox_3: 0.2326 loss_giou_3: 0.404 loss_ce_4: 0.3995 loss_bbox_4: 0.2346 loss_giou_4: 0.3925 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:17] d2.utils.events INFO: eta: 1 day, 5:34:28 iter: 71299 total_loss: 6.6 loss_ce: 0.3847 loss_bbox: 0.2134 loss_giou: 0.3675 loss_ce_0: 0.5749 loss_bbox_0: 0.359 loss_giou_0: 0.5738 loss_ce_1: 0.4752 loss_bbox_1: 0.2431 loss_giou_1: 0.4104 loss_ce_2: 0.4151 loss_bbox_2: 0.2238 loss_giou_2: 0.3816 loss_ce_3: 0.3965 loss_bbox_3: 0.2157 loss_giou_3: 0.3719 loss_ce_4: 0.3873 loss_bbox_4: 0.216 loss_giou_4: 0.3711 time: 0.2804 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:23] d2.utils.events INFO: eta: 1 day, 5:34:32 iter: 71319 total_loss: 6.761 loss_ce: 0.3755 loss_bbox: 0.2138 loss_giou: 0.3968 loss_ce_0: 0.5467 loss_bbox_0: 0.3688 loss_giou_0: 0.6204 loss_ce_1: 0.4434 loss_bbox_1: 0.2482 loss_giou_1: 0.4513 loss_ce_2: 0.4018 loss_bbox_2: 0.2224 loss_giou_2: 0.4175 loss_ce_3: 0.3763 loss_bbox_3: 0.2173 loss_giou_3: 0.4052 loss_ce_4: 0.3738 loss_bbox_4: 0.2219 loss_giou_4: 0.4017 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:29] d2.utils.events INFO: eta: 1 day, 5:34:26 iter: 71339 total_loss: 6.64 loss_ce: 0.3668 loss_bbox: 0.2242 loss_giou: 0.3612 loss_ce_0: 0.5489 loss_bbox_0: 0.3652 loss_giou_0: 0.5497 loss_ce_1: 0.4442 loss_bbox_1: 0.2586 loss_giou_1: 0.4055 loss_ce_2: 0.3905 loss_bbox_2: 0.2314 loss_giou_2: 0.3684 loss_ce_3: 0.3733 loss_bbox_3: 0.229 loss_giou_3: 0.3668 loss_ce_4: 0.3647 loss_bbox_4: 0.2246 loss_giou_4: 0.3623 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:34] d2.utils.events INFO: eta: 1 day, 5:34:30 iter: 71359 total_loss: 6.566 loss_ce: 0.3716 loss_bbox: 0.2183 loss_giou: 0.384 loss_ce_0: 0.5573 loss_bbox_0: 0.3625 loss_giou_0: 0.599 loss_ce_1: 0.4523 loss_bbox_1: 0.2451 loss_giou_1: 0.4384 loss_ce_2: 0.3934 loss_bbox_2: 0.2216 loss_giou_2: 0.4024 loss_ce_3: 0.3707 loss_bbox_3: 0.2162 loss_giou_3: 0.3989 loss_ce_4: 0.3685 loss_bbox_4: 0.2169 loss_giou_4: 0.3875 time: 0.2804 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:40] d2.utils.events INFO: eta: 1 day, 5:34:15 iter: 71379 total_loss: 6.755 loss_ce: 0.389 loss_bbox: 0.1987 loss_giou: 0.3901 loss_ce_0: 0.5863 loss_bbox_0: 0.3463 loss_giou_0: 0.5878 loss_ce_1: 0.479 loss_bbox_1: 0.2369 loss_giou_1: 0.4489 loss_ce_2: 0.4299 loss_bbox_2: 0.2116 loss_giou_2: 0.4124 loss_ce_3: 0.3936 loss_bbox_3: 0.2022 loss_giou_3: 0.3961 loss_ce_4: 0.3933 loss_bbox_4: 0.2002 loss_giou_4: 0.3908 time: 0.2804 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:46] d2.utils.events INFO: eta: 1 day, 5:34:00 iter: 71399 total_loss: 6.723 loss_ce: 0.3836 loss_bbox: 0.2332 loss_giou: 0.3647 loss_ce_0: 0.5544 loss_bbox_0: 0.3798 loss_giou_0: 0.5522 loss_ce_1: 0.4824 loss_bbox_1: 0.2679 loss_giou_1: 0.4172 loss_ce_2: 0.416 loss_bbox_2: 0.242 loss_giou_2: 0.386 loss_ce_3: 0.3938 loss_bbox_3: 0.2352 loss_giou_3: 0.3709 loss_ce_4: 0.3886 loss_bbox_4: 0.2372 loss_giou_4: 0.3695 time: 0.2804 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:51] d2.utils.events INFO: eta: 1 day, 5:33:47 iter: 71419 total_loss: 6.447 loss_ce: 0.3643 loss_bbox: 0.2141 loss_giou: 0.384 loss_ce_0: 0.5363 loss_bbox_0: 0.3533 loss_giou_0: 0.5981 loss_ce_1: 0.4522 loss_bbox_1: 0.2513 loss_giou_1: 0.4359 loss_ce_2: 0.3944 loss_bbox_2: 0.2276 loss_giou_2: 0.4036 loss_ce_3: 0.3638 loss_bbox_3: 0.2179 loss_giou_3: 0.3924 loss_ce_4: 0.3673 loss_bbox_4: 0.2137 loss_giou_4: 0.3855 time: 0.2804 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 19:00:57] d2.utils.events INFO: eta: 1 day, 5:33:22 iter: 71439 total_loss: 6.534 loss_ce: 0.3602 loss_bbox: 0.2119 loss_giou: 0.3565 loss_ce_0: 0.5687 loss_bbox_0: 0.3532 loss_giou_0: 0.5575 loss_ce_1: 0.4611 loss_bbox_1: 0.2394 loss_giou_1: 0.4108 loss_ce_2: 0.3981 loss_bbox_2: 0.2277 loss_giou_2: 0.3777 loss_ce_3: 0.37 loss_bbox_3: 0.2138 loss_giou_3: 0.359 loss_ce_4: 0.3669 loss_bbox_4: 0.2145 loss_giou_4: 0.36 time: 0.2804 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:03] d2.utils.events INFO: eta: 1 day, 5:34:02 iter: 71459 total_loss: 6.841 loss_ce: 0.3867 loss_bbox: 0.2068 loss_giou: 0.3709 loss_ce_0: 0.5788 loss_bbox_0: 0.3788 loss_giou_0: 0.5576 loss_ce_1: 0.4898 loss_bbox_1: 0.248 loss_giou_1: 0.412 loss_ce_2: 0.4335 loss_bbox_2: 0.2211 loss_giou_2: 0.3819 loss_ce_3: 0.3985 loss_bbox_3: 0.2168 loss_giou_3: 0.3752 loss_ce_4: 0.3857 loss_bbox_4: 0.2094 loss_giou_4: 0.3734 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:08] d2.utils.events INFO: eta: 1 day, 5:33:37 iter: 71479 total_loss: 6.63 loss_ce: 0.3625 loss_bbox: 0.2305 loss_giou: 0.3744 loss_ce_0: 0.5451 loss_bbox_0: 0.3748 loss_giou_0: 0.5617 loss_ce_1: 0.4552 loss_bbox_1: 0.2674 loss_giou_1: 0.4249 loss_ce_2: 0.3983 loss_bbox_2: 0.2451 loss_giou_2: 0.3962 loss_ce_3: 0.3663 loss_bbox_3: 0.237 loss_giou_3: 0.3839 loss_ce_4: 0.3588 loss_bbox_4: 0.2363 loss_giou_4: 0.3751 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:14] d2.utils.events INFO: eta: 1 day, 5:33:32 iter: 71499 total_loss: 6.841 loss_ce: 0.374 loss_bbox: 0.2258 loss_giou: 0.3864 loss_ce_0: 0.5685 loss_bbox_0: 0.3693 loss_giou_0: 0.5811 loss_ce_1: 0.4818 loss_bbox_1: 0.2589 loss_giou_1: 0.4392 loss_ce_2: 0.4193 loss_bbox_2: 0.2262 loss_giou_2: 0.3975 loss_ce_3: 0.3868 loss_bbox_3: 0.2304 loss_giou_3: 0.3907 loss_ce_4: 0.37 loss_bbox_4: 0.2286 loss_giou_4: 0.3918 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:20] d2.utils.events INFO: eta: 1 day, 5:32:33 iter: 71519 total_loss: 6.422 loss_ce: 0.3665 loss_bbox: 0.1894 loss_giou: 0.3513 loss_ce_0: 0.5267 loss_bbox_0: 0.331 loss_giou_0: 0.563 loss_ce_1: 0.4415 loss_bbox_1: 0.2241 loss_giou_1: 0.4075 loss_ce_2: 0.3969 loss_bbox_2: 0.2031 loss_giou_2: 0.3699 loss_ce_3: 0.3707 loss_bbox_3: 0.1954 loss_giou_3: 0.3529 loss_ce_4: 0.373 loss_bbox_4: 0.1921 loss_giou_4: 0.3509 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:26] d2.utils.events INFO: eta: 1 day, 5:32:08 iter: 71539 total_loss: 6.693 loss_ce: 0.3908 loss_bbox: 0.2169 loss_giou: 0.387 loss_ce_0: 0.577 loss_bbox_0: 0.3846 loss_giou_0: 0.5927 loss_ce_1: 0.4816 loss_bbox_1: 0.2595 loss_giou_1: 0.4436 loss_ce_2: 0.415 loss_bbox_2: 0.2357 loss_giou_2: 0.4061 loss_ce_3: 0.3964 loss_bbox_3: 0.2286 loss_giou_3: 0.3959 loss_ce_4: 0.3854 loss_bbox_4: 0.2191 loss_giou_4: 0.3897 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:32] d2.utils.events INFO: eta: 1 day, 5:32:16 iter: 71559 total_loss: 6.744 loss_ce: 0.3706 loss_bbox: 0.2217 loss_giou: 0.3812 loss_ce_0: 0.555 loss_bbox_0: 0.3772 loss_giou_0: 0.5769 loss_ce_1: 0.4542 loss_bbox_1: 0.2541 loss_giou_1: 0.4327 loss_ce_2: 0.3965 loss_bbox_2: 0.2374 loss_giou_2: 0.4008 loss_ce_3: 0.381 loss_bbox_3: 0.2279 loss_giou_3: 0.3862 loss_ce_4: 0.3736 loss_bbox_4: 0.225 loss_giou_4: 0.3808 time: 0.2804 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:37] d2.utils.events INFO: eta: 1 day, 5:32:16 iter: 71579 total_loss: 6.438 loss_ce: 0.3709 loss_bbox: 0.2241 loss_giou: 0.3612 loss_ce_0: 0.5471 loss_bbox_0: 0.36 loss_giou_0: 0.553 loss_ce_1: 0.4554 loss_bbox_1: 0.2587 loss_giou_1: 0.4091 loss_ce_2: 0.3989 loss_bbox_2: 0.2333 loss_giou_2: 0.3717 loss_ce_3: 0.3812 loss_bbox_3: 0.2283 loss_giou_3: 0.3646 loss_ce_4: 0.3692 loss_bbox_4: 0.2239 loss_giou_4: 0.3593 time: 0.2804 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:43] d2.utils.events INFO: eta: 1 day, 5:32:41 iter: 71599 total_loss: 6.451 loss_ce: 0.3678 loss_bbox: 0.2149 loss_giou: 0.359 loss_ce_0: 0.5426 loss_bbox_0: 0.3723 loss_giou_0: 0.5646 loss_ce_1: 0.4603 loss_bbox_1: 0.2501 loss_giou_1: 0.4148 loss_ce_2: 0.4086 loss_bbox_2: 0.2267 loss_giou_2: 0.3812 loss_ce_3: 0.3842 loss_bbox_3: 0.2215 loss_giou_3: 0.368 loss_ce_4: 0.3637 loss_bbox_4: 0.2169 loss_giou_4: 0.3622 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:49] d2.utils.events INFO: eta: 1 day, 5:33:08 iter: 71619 total_loss: 6.521 loss_ce: 0.3653 loss_bbox: 0.2122 loss_giou: 0.3794 loss_ce_0: 0.5585 loss_bbox_0: 0.3605 loss_giou_0: 0.5808 loss_ce_1: 0.4585 loss_bbox_1: 0.2439 loss_giou_1: 0.4285 loss_ce_2: 0.4005 loss_bbox_2: 0.218 loss_giou_2: 0.394 loss_ce_3: 0.3751 loss_bbox_3: 0.2115 loss_giou_3: 0.3818 loss_ce_4: 0.3608 loss_bbox_4: 0.212 loss_giou_4: 0.3742 time: 0.2804 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 19:01:54] d2.utils.events INFO: eta: 1 day, 5:33:19 iter: 71639 total_loss: 6.992 loss_ce: 0.4036 loss_bbox: 0.2348 loss_giou: 0.3872 loss_ce_0: 0.5703 loss_bbox_0: 0.3839 loss_giou_0: 0.568 loss_ce_1: 0.4929 loss_bbox_1: 0.2696 loss_giou_1: 0.4359 loss_ce_2: 0.4304 loss_bbox_2: 0.2449 loss_giou_2: 0.4019 loss_ce_3: 0.4097 loss_bbox_3: 0.2411 loss_giou_3: 0.3942 loss_ce_4: 0.4013 loss_bbox_4: 0.2347 loss_giou_4: 0.3911 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:00] d2.utils.events INFO: eta: 1 day, 5:33:42 iter: 71659 total_loss: 6.496 loss_ce: 0.3722 loss_bbox: 0.2052 loss_giou: 0.3888 loss_ce_0: 0.553 loss_bbox_0: 0.3556 loss_giou_0: 0.5576 loss_ce_1: 0.4614 loss_bbox_1: 0.2403 loss_giou_1: 0.4186 loss_ce_2: 0.4048 loss_bbox_2: 0.2166 loss_giou_2: 0.4006 loss_ce_3: 0.3813 loss_bbox_3: 0.2066 loss_giou_3: 0.3919 loss_ce_4: 0.3686 loss_bbox_4: 0.2063 loss_giou_4: 0.3913 time: 0.2804 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:06] d2.utils.events INFO: eta: 1 day, 5:33:09 iter: 71679 total_loss: 6.925 loss_ce: 0.4003 loss_bbox: 0.2233 loss_giou: 0.4003 loss_ce_0: 0.5728 loss_bbox_0: 0.3816 loss_giou_0: 0.5956 loss_ce_1: 0.489 loss_bbox_1: 0.2514 loss_giou_1: 0.44 loss_ce_2: 0.4211 loss_bbox_2: 0.2304 loss_giou_2: 0.4088 loss_ce_3: 0.4129 loss_bbox_3: 0.2239 loss_giou_3: 0.4025 loss_ce_4: 0.4063 loss_bbox_4: 0.2262 loss_giou_4: 0.3996 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:11] d2.utils.events INFO: eta: 1 day, 5:33:16 iter: 71699 total_loss: 6.47 loss_ce: 0.3879 loss_bbox: 0.2053 loss_giou: 0.3714 loss_ce_0: 0.564 loss_bbox_0: 0.3601 loss_giou_0: 0.5703 loss_ce_1: 0.4522 loss_bbox_1: 0.2431 loss_giou_1: 0.4247 loss_ce_2: 0.4177 loss_bbox_2: 0.2194 loss_giou_2: 0.3885 loss_ce_3: 0.3856 loss_bbox_3: 0.2095 loss_giou_3: 0.3853 loss_ce_4: 0.3825 loss_bbox_4: 0.2092 loss_giou_4: 0.3746 time: 0.2804 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:17] d2.utils.events INFO: eta: 1 day, 5:33:27 iter: 71719 total_loss: 6.879 loss_ce: 0.3739 loss_bbox: 0.2225 loss_giou: 0.3924 loss_ce_0: 0.58 loss_bbox_0: 0.394 loss_giou_0: 0.5755 loss_ce_1: 0.4665 loss_bbox_1: 0.2604 loss_giou_1: 0.4413 loss_ce_2: 0.407 loss_bbox_2: 0.2375 loss_giou_2: 0.4037 loss_ce_3: 0.374 loss_bbox_3: 0.2242 loss_giou_3: 0.3963 loss_ce_4: 0.3688 loss_bbox_4: 0.2247 loss_giou_4: 0.3924 time: 0.2804 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:23] d2.utils.events INFO: eta: 1 day, 5:33:16 iter: 71739 total_loss: 6.765 loss_ce: 0.3828 loss_bbox: 0.2196 loss_giou: 0.3944 loss_ce_0: 0.5655 loss_bbox_0: 0.3546 loss_giou_0: 0.5871 loss_ce_1: 0.4638 loss_bbox_1: 0.2672 loss_giou_1: 0.4409 loss_ce_2: 0.41 loss_bbox_2: 0.2296 loss_giou_2: 0.404 loss_ce_3: 0.3908 loss_bbox_3: 0.2241 loss_giou_3: 0.394 loss_ce_4: 0.3867 loss_bbox_4: 0.2216 loss_giou_4: 0.3978 time: 0.2804 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:28] d2.utils.events INFO: eta: 1 day, 5:33:10 iter: 71759 total_loss: 6.746 loss_ce: 0.3796 loss_bbox: 0.2246 loss_giou: 0.3773 loss_ce_0: 0.5613 loss_bbox_0: 0.3574 loss_giou_0: 0.5669 loss_ce_1: 0.4619 loss_bbox_1: 0.25 loss_giou_1: 0.432 loss_ce_2: 0.4159 loss_bbox_2: 0.2325 loss_giou_2: 0.4014 loss_ce_3: 0.3772 loss_bbox_3: 0.2237 loss_giou_3: 0.3897 loss_ce_4: 0.369 loss_bbox_4: 0.2198 loss_giou_4: 0.3815 time: 0.2804 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:34] d2.utils.events INFO: eta: 1 day, 5:33:03 iter: 71779 total_loss: 6.357 loss_ce: 0.377 loss_bbox: 0.2151 loss_giou: 0.357 loss_ce_0: 0.5478 loss_bbox_0: 0.3648 loss_giou_0: 0.5534 loss_ce_1: 0.4501 loss_bbox_1: 0.2485 loss_giou_1: 0.4025 loss_ce_2: 0.3945 loss_bbox_2: 0.2192 loss_giou_2: 0.3723 loss_ce_3: 0.3831 loss_bbox_3: 0.2219 loss_giou_3: 0.3653 loss_ce_4: 0.3788 loss_bbox_4: 0.2173 loss_giou_4: 0.3588 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:40] d2.utils.events INFO: eta: 1 day, 5:32:31 iter: 71799 total_loss: 6.443 loss_ce: 0.3746 loss_bbox: 0.1941 loss_giou: 0.3794 loss_ce_0: 0.5578 loss_bbox_0: 0.3325 loss_giou_0: 0.5783 loss_ce_1: 0.4605 loss_bbox_1: 0.2285 loss_giou_1: 0.4356 loss_ce_2: 0.4037 loss_bbox_2: 0.2088 loss_giou_2: 0.3897 loss_ce_3: 0.3702 loss_bbox_3: 0.2031 loss_giou_3: 0.3792 loss_ce_4: 0.3622 loss_bbox_4: 0.1983 loss_giou_4: 0.381 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:46] d2.utils.events INFO: eta: 1 day, 5:32:30 iter: 71819 total_loss: 6.84 loss_ce: 0.3796 loss_bbox: 0.2268 loss_giou: 0.4027 loss_ce_0: 0.5564 loss_bbox_0: 0.3688 loss_giou_0: 0.6075 loss_ce_1: 0.4622 loss_bbox_1: 0.26 loss_giou_1: 0.4628 loss_ce_2: 0.4107 loss_bbox_2: 0.233 loss_giou_2: 0.4186 loss_ce_3: 0.3937 loss_bbox_3: 0.2303 loss_giou_3: 0.4076 loss_ce_4: 0.3806 loss_bbox_4: 0.2286 loss_giou_4: 0.4002 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:51] d2.utils.events INFO: eta: 1 day, 5:32:16 iter: 71839 total_loss: 6.706 loss_ce: 0.374 loss_bbox: 0.2306 loss_giou: 0.3861 loss_ce_0: 0.563 loss_bbox_0: 0.3695 loss_giou_0: 0.5983 loss_ce_1: 0.4755 loss_bbox_1: 0.256 loss_giou_1: 0.4388 loss_ce_2: 0.4069 loss_bbox_2: 0.2389 loss_giou_2: 0.3992 loss_ce_3: 0.3887 loss_bbox_3: 0.2281 loss_giou_3: 0.3858 loss_ce_4: 0.3819 loss_bbox_4: 0.228 loss_giou_4: 0.3821 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 19:02:57] d2.utils.events INFO: eta: 1 day, 5:32:10 iter: 71859 total_loss: 6.443 loss_ce: 0.3678 loss_bbox: 0.2117 loss_giou: 0.3731 loss_ce_0: 0.5291 loss_bbox_0: 0.3627 loss_giou_0: 0.5866 loss_ce_1: 0.4422 loss_bbox_1: 0.2444 loss_giou_1: 0.4244 loss_ce_2: 0.3874 loss_bbox_2: 0.2237 loss_giou_2: 0.4001 loss_ce_3: 0.366 loss_bbox_3: 0.2167 loss_giou_3: 0.3832 loss_ce_4: 0.3693 loss_bbox_4: 0.2084 loss_giou_4: 0.3751 time: 0.2804 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:03] d2.utils.events INFO: eta: 1 day, 5:32:04 iter: 71879 total_loss: 6.512 loss_ce: 0.373 loss_bbox: 0.2112 loss_giou: 0.3568 loss_ce_0: 0.5506 loss_bbox_0: 0.37 loss_giou_0: 0.5369 loss_ce_1: 0.4604 loss_bbox_1: 0.247 loss_giou_1: 0.4001 loss_ce_2: 0.4137 loss_bbox_2: 0.2274 loss_giou_2: 0.3753 loss_ce_3: 0.3833 loss_bbox_3: 0.2195 loss_giou_3: 0.3645 loss_ce_4: 0.3787 loss_bbox_4: 0.2164 loss_giou_4: 0.3561 time: 0.2804 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:08] d2.utils.events INFO: eta: 1 day, 5:31:49 iter: 71899 total_loss: 6.241 loss_ce: 0.3601 loss_bbox: 0.2114 loss_giou: 0.3304 loss_ce_0: 0.5425 loss_bbox_0: 0.3733 loss_giou_0: 0.5268 loss_ce_1: 0.4421 loss_bbox_1: 0.2474 loss_giou_1: 0.3834 loss_ce_2: 0.3929 loss_bbox_2: 0.2274 loss_giou_2: 0.3505 loss_ce_3: 0.36 loss_bbox_3: 0.2176 loss_giou_3: 0.3383 loss_ce_4: 0.3644 loss_bbox_4: 0.2117 loss_giou_4: 0.3323 time: 0.2804 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:14] d2.utils.events INFO: eta: 1 day, 5:31:31 iter: 71919 total_loss: 6.656 loss_ce: 0.3792 loss_bbox: 0.2252 loss_giou: 0.3451 loss_ce_0: 0.565 loss_bbox_0: 0.376 loss_giou_0: 0.5183 loss_ce_1: 0.468 loss_bbox_1: 0.266 loss_giou_1: 0.3835 loss_ce_2: 0.4009 loss_bbox_2: 0.2335 loss_giou_2: 0.3545 loss_ce_3: 0.3895 loss_bbox_3: 0.2294 loss_giou_3: 0.3504 loss_ce_4: 0.3817 loss_bbox_4: 0.2272 loss_giou_4: 0.3479 time: 0.2804 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:20] d2.utils.events INFO: eta: 1 day, 5:31:38 iter: 71939 total_loss: 6.593 loss_ce: 0.366 loss_bbox: 0.219 loss_giou: 0.3585 loss_ce_0: 0.5571 loss_bbox_0: 0.3623 loss_giou_0: 0.5751 loss_ce_1: 0.4548 loss_bbox_1: 0.2497 loss_giou_1: 0.4114 loss_ce_2: 0.3996 loss_bbox_2: 0.2257 loss_giou_2: 0.3773 loss_ce_3: 0.3769 loss_bbox_3: 0.2251 loss_giou_3: 0.3679 loss_ce_4: 0.3636 loss_bbox_4: 0.2219 loss_giou_4: 0.3641 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:25] d2.utils.events INFO: eta: 1 day, 5:31:42 iter: 71959 total_loss: 6.622 loss_ce: 0.3553 loss_bbox: 0.2081 loss_giou: 0.3752 loss_ce_0: 0.5511 loss_bbox_0: 0.3766 loss_giou_0: 0.5829 loss_ce_1: 0.4561 loss_bbox_1: 0.2549 loss_giou_1: 0.4295 loss_ce_2: 0.3953 loss_bbox_2: 0.226 loss_giou_2: 0.3935 loss_ce_3: 0.359 loss_bbox_3: 0.218 loss_giou_3: 0.3838 loss_ce_4: 0.3572 loss_bbox_4: 0.2108 loss_giou_4: 0.3809 time: 0.2804 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:31] d2.utils.events INFO: eta: 1 day, 5:32:08 iter: 71979 total_loss: 6.684 loss_ce: 0.3712 loss_bbox: 0.2231 loss_giou: 0.3669 loss_ce_0: 0.5634 loss_bbox_0: 0.3608 loss_giou_0: 0.5534 loss_ce_1: 0.4558 loss_bbox_1: 0.2586 loss_giou_1: 0.4156 loss_ce_2: 0.4053 loss_bbox_2: 0.2424 loss_giou_2: 0.3856 loss_ce_3: 0.3844 loss_bbox_3: 0.2269 loss_giou_3: 0.3748 loss_ce_4: 0.3781 loss_bbox_4: 0.2275 loss_giou_4: 0.3682 time: 0.2804 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:37] d2.utils.events INFO: eta: 1 day, 5:33:19 iter: 71999 total_loss: 6.648 loss_ce: 0.372 loss_bbox: 0.2133 loss_giou: 0.3826 loss_ce_0: 0.5557 loss_bbox_0: 0.3568 loss_giou_0: 0.5761 loss_ce_1: 0.4435 loss_bbox_1: 0.2397 loss_giou_1: 0.4337 loss_ce_2: 0.4048 loss_bbox_2: 0.2188 loss_giou_2: 0.3907 loss_ce_3: 0.3768 loss_bbox_3: 0.2203 loss_giou_3: 0.3874 loss_ce_4: 0.3718 loss_bbox_4: 0.2152 loss_giou_4: 0.3813 time: 0.2804 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:42] d2.utils.events INFO: eta: 1 day, 5:32:01 iter: 72019 total_loss: 6.708 loss_ce: 0.3876 loss_bbox: 0.2198 loss_giou: 0.3691 loss_ce_0: 0.5799 loss_bbox_0: 0.3728 loss_giou_0: 0.5562 loss_ce_1: 0.4771 loss_bbox_1: 0.2638 loss_giou_1: 0.4141 loss_ce_2: 0.4183 loss_bbox_2: 0.2431 loss_giou_2: 0.3804 loss_ce_3: 0.3934 loss_bbox_3: 0.2311 loss_giou_3: 0.3742 loss_ce_4: 0.3893 loss_bbox_4: 0.2211 loss_giou_4: 0.3629 time: 0.2804 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:48] d2.utils.events INFO: eta: 1 day, 5:32:46 iter: 72039 total_loss: 6.693 loss_ce: 0.3597 loss_bbox: 0.2238 loss_giou: 0.3712 loss_ce_0: 0.5495 loss_bbox_0: 0.3732 loss_giou_0: 0.5598 loss_ce_1: 0.4525 loss_bbox_1: 0.2647 loss_giou_1: 0.4215 loss_ce_2: 0.3779 loss_bbox_2: 0.2424 loss_giou_2: 0.3863 loss_ce_3: 0.3738 loss_bbox_3: 0.2341 loss_giou_3: 0.3806 loss_ce_4: 0.3622 loss_bbox_4: 0.225 loss_giou_4: 0.3759 time: 0.2804 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:54] d2.utils.events INFO: eta: 1 day, 5:32:09 iter: 72059 total_loss: 6.77 loss_ce: 0.389 loss_bbox: 0.2121 loss_giou: 0.3662 loss_ce_0: 0.5741 loss_bbox_0: 0.355 loss_giou_0: 0.5874 loss_ce_1: 0.4835 loss_bbox_1: 0.2486 loss_giou_1: 0.4243 loss_ce_2: 0.4234 loss_bbox_2: 0.2184 loss_giou_2: 0.3919 loss_ce_3: 0.3918 loss_bbox_3: 0.2136 loss_giou_3: 0.3756 loss_ce_4: 0.3918 loss_bbox_4: 0.2151 loss_giou_4: 0.3686 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:03:59] d2.utils.events INFO: eta: 1 day, 5:31:33 iter: 72079 total_loss: 6.435 loss_ce: 0.3565 loss_bbox: 0.2098 loss_giou: 0.3812 loss_ce_0: 0.5298 loss_bbox_0: 0.3516 loss_giou_0: 0.5548 loss_ce_1: 0.4436 loss_bbox_1: 0.2437 loss_giou_1: 0.4209 loss_ce_2: 0.3894 loss_bbox_2: 0.213 loss_giou_2: 0.3847 loss_ce_3: 0.3622 loss_bbox_3: 0.2093 loss_giou_3: 0.3789 loss_ce_4: 0.3571 loss_bbox_4: 0.209 loss_giou_4: 0.3719 time: 0.2804 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:05] d2.utils.events INFO: eta: 1 day, 5:30:51 iter: 72099 total_loss: 6.408 loss_ce: 0.3753 loss_bbox: 0.2142 loss_giou: 0.3604 loss_ce_0: 0.5496 loss_bbox_0: 0.3643 loss_giou_0: 0.5383 loss_ce_1: 0.4663 loss_bbox_1: 0.2544 loss_giou_1: 0.4155 loss_ce_2: 0.4106 loss_bbox_2: 0.2316 loss_giou_2: 0.3778 loss_ce_3: 0.3849 loss_bbox_3: 0.2225 loss_giou_3: 0.3664 loss_ce_4: 0.3696 loss_bbox_4: 0.2176 loss_giou_4: 0.3596 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:11] d2.utils.events INFO: eta: 1 day, 5:30:17 iter: 72119 total_loss: 6.505 loss_ce: 0.3791 loss_bbox: 0.1992 loss_giou: 0.3799 loss_ce_0: 0.5627 loss_bbox_0: 0.3666 loss_giou_0: 0.5749 loss_ce_1: 0.4493 loss_bbox_1: 0.2334 loss_giou_1: 0.4335 loss_ce_2: 0.4073 loss_bbox_2: 0.212 loss_giou_2: 0.3942 loss_ce_3: 0.3809 loss_bbox_3: 0.2046 loss_giou_3: 0.3812 loss_ce_4: 0.3748 loss_bbox_4: 0.1988 loss_giou_4: 0.3815 time: 0.2804 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:16] d2.utils.events INFO: eta: 1 day, 5:30:28 iter: 72139 total_loss: 6.664 loss_ce: 0.3808 loss_bbox: 0.2116 loss_giou: 0.3714 loss_ce_0: 0.5683 loss_bbox_0: 0.3756 loss_giou_0: 0.5837 loss_ce_1: 0.457 loss_bbox_1: 0.2562 loss_giou_1: 0.431 loss_ce_2: 0.4094 loss_bbox_2: 0.2315 loss_giou_2: 0.397 loss_ce_3: 0.3942 loss_bbox_3: 0.219 loss_giou_3: 0.3841 loss_ce_4: 0.3802 loss_bbox_4: 0.217 loss_giou_4: 0.3758 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:22] d2.utils.events INFO: eta: 1 day, 5:30:22 iter: 72159 total_loss: 6.783 loss_ce: 0.3909 loss_bbox: 0.2222 loss_giou: 0.3784 loss_ce_0: 0.5806 loss_bbox_0: 0.3644 loss_giou_0: 0.5704 loss_ce_1: 0.4704 loss_bbox_1: 0.2518 loss_giou_1: 0.4167 loss_ce_2: 0.422 loss_bbox_2: 0.2198 loss_giou_2: 0.389 loss_ce_3: 0.3925 loss_bbox_3: 0.2245 loss_giou_3: 0.3808 loss_ce_4: 0.3857 loss_bbox_4: 0.2217 loss_giou_4: 0.3744 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:28] d2.utils.events INFO: eta: 1 day, 5:30:40 iter: 72179 total_loss: 6.983 loss_ce: 0.4055 loss_bbox: 0.2266 loss_giou: 0.3831 loss_ce_0: 0.58 loss_bbox_0: 0.3777 loss_giou_0: 0.6096 loss_ce_1: 0.4879 loss_bbox_1: 0.2682 loss_giou_1: 0.4329 loss_ce_2: 0.4304 loss_bbox_2: 0.2335 loss_giou_2: 0.3988 loss_ce_3: 0.4036 loss_bbox_3: 0.2322 loss_giou_3: 0.3872 loss_ce_4: 0.4003 loss_bbox_4: 0.2258 loss_giou_4: 0.3851 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:33] d2.utils.events INFO: eta: 1 day, 5:30:35 iter: 72199 total_loss: 6.607 loss_ce: 0.3647 loss_bbox: 0.2098 loss_giou: 0.3666 loss_ce_0: 0.5449 loss_bbox_0: 0.3484 loss_giou_0: 0.5468 loss_ce_1: 0.4642 loss_bbox_1: 0.2412 loss_giou_1: 0.4023 loss_ce_2: 0.4065 loss_bbox_2: 0.216 loss_giou_2: 0.3757 loss_ce_3: 0.3833 loss_bbox_3: 0.2144 loss_giou_3: 0.3768 loss_ce_4: 0.3676 loss_bbox_4: 0.2134 loss_giou_4: 0.3719 time: 0.2804 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:39] d2.utils.events INFO: eta: 1 day, 5:30:06 iter: 72219 total_loss: 6.682 loss_ce: 0.4059 loss_bbox: 0.2224 loss_giou: 0.3667 loss_ce_0: 0.5712 loss_bbox_0: 0.3706 loss_giou_0: 0.5518 loss_ce_1: 0.4804 loss_bbox_1: 0.2677 loss_giou_1: 0.4269 loss_ce_2: 0.4372 loss_bbox_2: 0.2347 loss_giou_2: 0.3842 loss_ce_3: 0.4141 loss_bbox_3: 0.2315 loss_giou_3: 0.3794 loss_ce_4: 0.3982 loss_bbox_4: 0.2251 loss_giou_4: 0.3725 time: 0.2804 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:45] d2.utils.events INFO: eta: 1 day, 5:30:12 iter: 72239 total_loss: 6.67 loss_ce: 0.3805 loss_bbox: 0.2185 loss_giou: 0.3875 loss_ce_0: 0.551 loss_bbox_0: 0.3541 loss_giou_0: 0.5996 loss_ce_1: 0.4611 loss_bbox_1: 0.2523 loss_giou_1: 0.446 loss_ce_2: 0.4119 loss_bbox_2: 0.2329 loss_giou_2: 0.4089 loss_ce_3: 0.3905 loss_bbox_3: 0.2275 loss_giou_3: 0.3965 loss_ce_4: 0.3781 loss_bbox_4: 0.2189 loss_giou_4: 0.3911 time: 0.2804 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:50] d2.utils.events INFO: eta: 1 day, 5:29:38 iter: 72259 total_loss: 6.454 loss_ce: 0.3599 loss_bbox: 0.2382 loss_giou: 0.3646 loss_ce_0: 0.5515 loss_bbox_0: 0.3887 loss_giou_0: 0.5263 loss_ce_1: 0.4618 loss_bbox_1: 0.2785 loss_giou_1: 0.4108 loss_ce_2: 0.4061 loss_bbox_2: 0.251 loss_giou_2: 0.3804 loss_ce_3: 0.3742 loss_bbox_3: 0.2423 loss_giou_3: 0.373 loss_ce_4: 0.3679 loss_bbox_4: 0.2415 loss_giou_4: 0.3636 time: 0.2804 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 19:04:56] d2.utils.events INFO: eta: 1 day, 5:28:22 iter: 72279 total_loss: 6.75 loss_ce: 0.3618 loss_bbox: 0.2283 loss_giou: 0.3881 loss_ce_0: 0.5561 loss_bbox_0: 0.3633 loss_giou_0: 0.5849 loss_ce_1: 0.4614 loss_bbox_1: 0.2652 loss_giou_1: 0.4385 loss_ce_2: 0.407 loss_bbox_2: 0.2452 loss_giou_2: 0.4031 loss_ce_3: 0.3727 loss_bbox_3: 0.2345 loss_giou_3: 0.3977 loss_ce_4: 0.3684 loss_bbox_4: 0.2287 loss_giou_4: 0.3884 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:02] d2.utils.events INFO: eta: 1 day, 5:27:49 iter: 72299 total_loss: 6.816 loss_ce: 0.3892 loss_bbox: 0.2241 loss_giou: 0.3881 loss_ce_0: 0.5718 loss_bbox_0: 0.3759 loss_giou_0: 0.6055 loss_ce_1: 0.4762 loss_bbox_1: 0.2533 loss_giou_1: 0.4487 loss_ce_2: 0.4275 loss_bbox_2: 0.2247 loss_giou_2: 0.4034 loss_ce_3: 0.3991 loss_bbox_3: 0.2207 loss_giou_3: 0.3978 loss_ce_4: 0.3924 loss_bbox_4: 0.2262 loss_giou_4: 0.3898 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:08] d2.utils.events INFO: eta: 1 day, 5:27:47 iter: 72319 total_loss: 6.84 loss_ce: 0.3885 loss_bbox: 0.2268 loss_giou: 0.3781 loss_ce_0: 0.5421 loss_bbox_0: 0.3863 loss_giou_0: 0.5871 loss_ce_1: 0.466 loss_bbox_1: 0.2644 loss_giou_1: 0.4376 loss_ce_2: 0.4178 loss_bbox_2: 0.2387 loss_giou_2: 0.394 loss_ce_3: 0.3921 loss_bbox_3: 0.235 loss_giou_3: 0.3825 loss_ce_4: 0.3887 loss_bbox_4: 0.2274 loss_giou_4: 0.3773 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:13] d2.utils.events INFO: eta: 1 day, 5:27:31 iter: 72339 total_loss: 6.951 loss_ce: 0.3787 loss_bbox: 0.2208 loss_giou: 0.3878 loss_ce_0: 0.5598 loss_bbox_0: 0.3742 loss_giou_0: 0.5837 loss_ce_1: 0.4767 loss_bbox_1: 0.2578 loss_giou_1: 0.4375 loss_ce_2: 0.4256 loss_bbox_2: 0.2291 loss_giou_2: 0.3998 loss_ce_3: 0.396 loss_bbox_3: 0.2266 loss_giou_3: 0.3966 loss_ce_4: 0.3831 loss_bbox_4: 0.2225 loss_giou_4: 0.3917 time: 0.2804 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:19] d2.utils.events INFO: eta: 1 day, 5:27:13 iter: 72359 total_loss: 6.557 loss_ce: 0.3666 loss_bbox: 0.2127 loss_giou: 0.3851 loss_ce_0: 0.5404 loss_bbox_0: 0.3637 loss_giou_0: 0.6025 loss_ce_1: 0.4764 loss_bbox_1: 0.2459 loss_giou_1: 0.4572 loss_ce_2: 0.4169 loss_bbox_2: 0.2226 loss_giou_2: 0.4101 loss_ce_3: 0.3769 loss_bbox_3: 0.2129 loss_giou_3: 0.398 loss_ce_4: 0.3692 loss_bbox_4: 0.2133 loss_giou_4: 0.3869 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:25] d2.utils.events INFO: eta: 1 day, 5:27:13 iter: 72379 total_loss: 6.822 loss_ce: 0.3921 loss_bbox: 0.2254 loss_giou: 0.4068 loss_ce_0: 0.5637 loss_bbox_0: 0.3602 loss_giou_0: 0.5954 loss_ce_1: 0.4627 loss_bbox_1: 0.2535 loss_giou_1: 0.4564 loss_ce_2: 0.4242 loss_bbox_2: 0.2316 loss_giou_2: 0.4224 loss_ce_3: 0.4007 loss_bbox_3: 0.2281 loss_giou_3: 0.411 loss_ce_4: 0.3868 loss_bbox_4: 0.2238 loss_giou_4: 0.407 time: 0.2804 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:30] d2.utils.events INFO: eta: 1 day, 5:27:05 iter: 72399 total_loss: 6.636 loss_ce: 0.3753 loss_bbox: 0.2106 loss_giou: 0.3582 loss_ce_0: 0.556 loss_bbox_0: 0.3715 loss_giou_0: 0.56 loss_ce_1: 0.4624 loss_bbox_1: 0.252 loss_giou_1: 0.421 loss_ce_2: 0.3977 loss_bbox_2: 0.2258 loss_giou_2: 0.3756 loss_ce_3: 0.3684 loss_bbox_3: 0.215 loss_giou_3: 0.3594 loss_ce_4: 0.3715 loss_bbox_4: 0.213 loss_giou_4: 0.356 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:36] d2.utils.events INFO: eta: 1 day, 5:26:15 iter: 72419 total_loss: 6.571 loss_ce: 0.3608 loss_bbox: 0.2073 loss_giou: 0.3906 loss_ce_0: 0.5401 loss_bbox_0: 0.3631 loss_giou_0: 0.571 loss_ce_1: 0.4586 loss_bbox_1: 0.2499 loss_giou_1: 0.4338 loss_ce_2: 0.3975 loss_bbox_2: 0.2296 loss_giou_2: 0.4083 loss_ce_3: 0.3627 loss_bbox_3: 0.2212 loss_giou_3: 0.3924 loss_ce_4: 0.3586 loss_bbox_4: 0.2094 loss_giou_4: 0.3921 time: 0.2804 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:42] d2.utils.events INFO: eta: 1 day, 5:26:03 iter: 72439 total_loss: 6.415 loss_ce: 0.3734 loss_bbox: 0.2048 loss_giou: 0.3634 loss_ce_0: 0.5546 loss_bbox_0: 0.3596 loss_giou_0: 0.5732 loss_ce_1: 0.4603 loss_bbox_1: 0.2363 loss_giou_1: 0.4107 loss_ce_2: 0.3987 loss_bbox_2: 0.2154 loss_giou_2: 0.3821 loss_ce_3: 0.3712 loss_bbox_3: 0.2102 loss_giou_3: 0.374 loss_ce_4: 0.3737 loss_bbox_4: 0.2061 loss_giou_4: 0.367 time: 0.2804 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:47] d2.utils.events INFO: eta: 1 day, 5:25:37 iter: 72459 total_loss: 6.583 loss_ce: 0.3575 loss_bbox: 0.207 loss_giou: 0.3955 loss_ce_0: 0.549 loss_bbox_0: 0.3577 loss_giou_0: 0.5967 loss_ce_1: 0.4489 loss_bbox_1: 0.2419 loss_giou_1: 0.4345 loss_ce_2: 0.3913 loss_bbox_2: 0.2183 loss_giou_2: 0.4096 loss_ce_3: 0.3718 loss_bbox_3: 0.2077 loss_giou_3: 0.3977 loss_ce_4: 0.369 loss_bbox_4: 0.2095 loss_giou_4: 0.397 time: 0.2804 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:53] d2.utils.events INFO: eta: 1 day, 5:25:31 iter: 72479 total_loss: 6.584 loss_ce: 0.3551 loss_bbox: 0.2186 loss_giou: 0.3631 loss_ce_0: 0.5565 loss_bbox_0: 0.364 loss_giou_0: 0.5687 loss_ce_1: 0.445 loss_bbox_1: 0.2532 loss_giou_1: 0.4199 loss_ce_2: 0.3885 loss_bbox_2: 0.2305 loss_giou_2: 0.3774 loss_ce_3: 0.3638 loss_bbox_3: 0.2243 loss_giou_3: 0.3697 loss_ce_4: 0.356 loss_bbox_4: 0.219 loss_giou_4: 0.3681 time: 0.2804 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 19:05:59] d2.utils.events INFO: eta: 1 day, 5:25:25 iter: 72499 total_loss: 7.066 loss_ce: 0.3906 loss_bbox: 0.2338 loss_giou: 0.3943 loss_ce_0: 0.5757 loss_bbox_0: 0.3777 loss_giou_0: 0.6013 loss_ce_1: 0.476 loss_bbox_1: 0.2776 loss_giou_1: 0.4401 loss_ce_2: 0.4202 loss_bbox_2: 0.2487 loss_giou_2: 0.405 loss_ce_3: 0.4001 loss_bbox_3: 0.247 loss_giou_3: 0.3967 loss_ce_4: 0.3945 loss_bbox_4: 0.2408 loss_giou_4: 0.3901 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:04] d2.utils.events INFO: eta: 1 day, 5:25:31 iter: 72519 total_loss: 6.782 loss_ce: 0.385 loss_bbox: 0.2271 loss_giou: 0.3991 loss_ce_0: 0.5462 loss_bbox_0: 0.366 loss_giou_0: 0.5992 loss_ce_1: 0.4675 loss_bbox_1: 0.2565 loss_giou_1: 0.4488 loss_ce_2: 0.4059 loss_bbox_2: 0.2335 loss_giou_2: 0.4121 loss_ce_3: 0.3951 loss_bbox_3: 0.2278 loss_giou_3: 0.4056 loss_ce_4: 0.3839 loss_bbox_4: 0.227 loss_giou_4: 0.3999 time: 0.2804 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:10] d2.utils.events INFO: eta: 1 day, 5:25:26 iter: 72539 total_loss: 6.661 loss_ce: 0.3673 loss_bbox: 0.2086 loss_giou: 0.3836 loss_ce_0: 0.5365 loss_bbox_0: 0.3476 loss_giou_0: 0.5632 loss_ce_1: 0.4452 loss_bbox_1: 0.2463 loss_giou_1: 0.424 loss_ce_2: 0.3843 loss_bbox_2: 0.2279 loss_giou_2: 0.4009 loss_ce_3: 0.369 loss_bbox_3: 0.216 loss_giou_3: 0.3934 loss_ce_4: 0.366 loss_bbox_4: 0.2121 loss_giou_4: 0.3844 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:16] d2.utils.events INFO: eta: 1 day, 5:24:58 iter: 72559 total_loss: 6.817 loss_ce: 0.3776 loss_bbox: 0.2121 loss_giou: 0.3824 loss_ce_0: 0.5611 loss_bbox_0: 0.3703 loss_giou_0: 0.5882 loss_ce_1: 0.46 loss_bbox_1: 0.2493 loss_giou_1: 0.4388 loss_ce_2: 0.4005 loss_bbox_2: 0.2299 loss_giou_2: 0.3974 loss_ce_3: 0.379 loss_bbox_3: 0.2238 loss_giou_3: 0.3887 loss_ce_4: 0.376 loss_bbox_4: 0.2131 loss_giou_4: 0.3844 time: 0.2804 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:21] d2.utils.events INFO: eta: 1 day, 5:24:59 iter: 72579 total_loss: 6.374 loss_ce: 0.3574 loss_bbox: 0.2086 loss_giou: 0.3854 loss_ce_0: 0.5455 loss_bbox_0: 0.3509 loss_giou_0: 0.5927 loss_ce_1: 0.4571 loss_bbox_1: 0.2458 loss_giou_1: 0.4428 loss_ce_2: 0.3973 loss_bbox_2: 0.227 loss_giou_2: 0.4122 loss_ce_3: 0.3578 loss_bbox_3: 0.2197 loss_giou_3: 0.3941 loss_ce_4: 0.3533 loss_bbox_4: 0.2119 loss_giou_4: 0.385 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:27] d2.utils.events INFO: eta: 1 day, 5:24:51 iter: 72599 total_loss: 6.756 loss_ce: 0.3791 loss_bbox: 0.2333 loss_giou: 0.3634 loss_ce_0: 0.5617 loss_bbox_0: 0.3862 loss_giou_0: 0.5695 loss_ce_1: 0.4513 loss_bbox_1: 0.2686 loss_giou_1: 0.4155 loss_ce_2: 0.4084 loss_bbox_2: 0.2406 loss_giou_2: 0.3743 loss_ce_3: 0.3819 loss_bbox_3: 0.235 loss_giou_3: 0.367 loss_ce_4: 0.3742 loss_bbox_4: 0.2313 loss_giou_4: 0.3628 time: 0.2804 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:33] d2.utils.events INFO: eta: 1 day, 5:24:52 iter: 72619 total_loss: 6.597 loss_ce: 0.3715 loss_bbox: 0.1941 loss_giou: 0.365 loss_ce_0: 0.5662 loss_bbox_0: 0.3473 loss_giou_0: 0.5817 loss_ce_1: 0.4584 loss_bbox_1: 0.2356 loss_giou_1: 0.4221 loss_ce_2: 0.4175 loss_bbox_2: 0.2047 loss_giou_2: 0.3878 loss_ce_3: 0.3951 loss_bbox_3: 0.2016 loss_giou_3: 0.3738 loss_ce_4: 0.3711 loss_bbox_4: 0.1927 loss_giou_4: 0.3679 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:38] d2.utils.events INFO: eta: 1 day, 5:24:40 iter: 72639 total_loss: 6.638 loss_ce: 0.3758 loss_bbox: 0.206 loss_giou: 0.3775 loss_ce_0: 0.5461 loss_bbox_0: 0.3651 loss_giou_0: 0.5793 loss_ce_1: 0.4507 loss_bbox_1: 0.2492 loss_giou_1: 0.4143 loss_ce_2: 0.3964 loss_bbox_2: 0.2222 loss_giou_2: 0.3859 loss_ce_3: 0.3814 loss_bbox_3: 0.2097 loss_giou_3: 0.3788 loss_ce_4: 0.3784 loss_bbox_4: 0.2069 loss_giou_4: 0.3777 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:44] d2.utils.events INFO: eta: 1 day, 5:24:34 iter: 72659 total_loss: 6.733 loss_ce: 0.3677 loss_bbox: 0.2148 loss_giou: 0.3834 loss_ce_0: 0.5551 loss_bbox_0: 0.3763 loss_giou_0: 0.5844 loss_ce_1: 0.4544 loss_bbox_1: 0.2503 loss_giou_1: 0.4383 loss_ce_2: 0.4015 loss_bbox_2: 0.2233 loss_giou_2: 0.3967 loss_ce_3: 0.3794 loss_bbox_3: 0.2188 loss_giou_3: 0.3911 loss_ce_4: 0.368 loss_bbox_4: 0.2142 loss_giou_4: 0.3812 time: 0.2804 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:50] d2.utils.events INFO: eta: 1 day, 5:24:07 iter: 72679 total_loss: 6.513 loss_ce: 0.3768 loss_bbox: 0.2136 loss_giou: 0.3533 loss_ce_0: 0.5491 loss_bbox_0: 0.3513 loss_giou_0: 0.5326 loss_ce_1: 0.4597 loss_bbox_1: 0.248 loss_giou_1: 0.3995 loss_ce_2: 0.4025 loss_bbox_2: 0.2295 loss_giou_2: 0.3728 loss_ce_3: 0.3813 loss_bbox_3: 0.2178 loss_giou_3: 0.3623 loss_ce_4: 0.3744 loss_bbox_4: 0.2138 loss_giou_4: 0.3576 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:06:55] d2.utils.events INFO: eta: 1 day, 5:24:01 iter: 72699 total_loss: 6.877 loss_ce: 0.395 loss_bbox: 0.2256 loss_giou: 0.3886 loss_ce_0: 0.5743 loss_bbox_0: 0.3647 loss_giou_0: 0.5872 loss_ce_1: 0.4848 loss_bbox_1: 0.2625 loss_giou_1: 0.432 loss_ce_2: 0.4273 loss_bbox_2: 0.2439 loss_giou_2: 0.4083 loss_ce_3: 0.4014 loss_bbox_3: 0.2352 loss_giou_3: 0.3992 loss_ce_4: 0.3944 loss_bbox_4: 0.226 loss_giou_4: 0.3944 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:01] d2.utils.events INFO: eta: 1 day, 5:23:45 iter: 72719 total_loss: 6.581 loss_ce: 0.3729 loss_bbox: 0.2133 loss_giou: 0.386 loss_ce_0: 0.5444 loss_bbox_0: 0.363 loss_giou_0: 0.5821 loss_ce_1: 0.4463 loss_bbox_1: 0.2503 loss_giou_1: 0.4335 loss_ce_2: 0.4012 loss_bbox_2: 0.224 loss_giou_2: 0.4031 loss_ce_3: 0.3745 loss_bbox_3: 0.2134 loss_giou_3: 0.3927 loss_ce_4: 0.3724 loss_bbox_4: 0.2173 loss_giou_4: 0.3846 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:07] d2.utils.events INFO: eta: 1 day, 5:24:12 iter: 72739 total_loss: 6.379 loss_ce: 0.3539 loss_bbox: 0.2007 loss_giou: 0.3575 loss_ce_0: 0.555 loss_bbox_0: 0.3469 loss_giou_0: 0.5753 loss_ce_1: 0.4361 loss_bbox_1: 0.234 loss_giou_1: 0.4091 loss_ce_2: 0.3999 loss_bbox_2: 0.2094 loss_giou_2: 0.3726 loss_ce_3: 0.36 loss_bbox_3: 0.2073 loss_giou_3: 0.3649 loss_ce_4: 0.3628 loss_bbox_4: 0.2058 loss_giou_4: 0.3561 time: 0.2804 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:12] d2.utils.events INFO: eta: 1 day, 5:24:08 iter: 72759 total_loss: 6.689 loss_ce: 0.3552 loss_bbox: 0.2161 loss_giou: 0.402 loss_ce_0: 0.5498 loss_bbox_0: 0.377 loss_giou_0: 0.586 loss_ce_1: 0.4584 loss_bbox_1: 0.2603 loss_giou_1: 0.4534 loss_ce_2: 0.391 loss_bbox_2: 0.2297 loss_giou_2: 0.4198 loss_ce_3: 0.3637 loss_bbox_3: 0.2183 loss_giou_3: 0.4137 loss_ce_4: 0.3578 loss_bbox_4: 0.2204 loss_giou_4: 0.4006 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:18] d2.utils.events INFO: eta: 1 day, 5:24:10 iter: 72779 total_loss: 6.961 loss_ce: 0.4109 loss_bbox: 0.2354 loss_giou: 0.3741 loss_ce_0: 0.5746 loss_bbox_0: 0.374 loss_giou_0: 0.5516 loss_ce_1: 0.4935 loss_bbox_1: 0.2665 loss_giou_1: 0.4186 loss_ce_2: 0.4454 loss_bbox_2: 0.2429 loss_giou_2: 0.3827 loss_ce_3: 0.417 loss_bbox_3: 0.2423 loss_giou_3: 0.3775 loss_ce_4: 0.4066 loss_bbox_4: 0.2359 loss_giou_4: 0.3742 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:24] d2.utils.events INFO: eta: 1 day, 5:23:57 iter: 72799 total_loss: 6.664 loss_ce: 0.3696 loss_bbox: 0.2229 loss_giou: 0.3721 loss_ce_0: 0.5546 loss_bbox_0: 0.369 loss_giou_0: 0.5771 loss_ce_1: 0.4556 loss_bbox_1: 0.2548 loss_giou_1: 0.4309 loss_ce_2: 0.3994 loss_bbox_2: 0.2428 loss_giou_2: 0.3932 loss_ce_3: 0.3765 loss_bbox_3: 0.233 loss_giou_3: 0.3841 loss_ce_4: 0.3664 loss_bbox_4: 0.2252 loss_giou_4: 0.3727 time: 0.2804 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:29] d2.utils.events INFO: eta: 1 day, 5:23:28 iter: 72819 total_loss: 6.471 loss_ce: 0.3683 loss_bbox: 0.2184 loss_giou: 0.3679 loss_ce_0: 0.5463 loss_bbox_0: 0.3744 loss_giou_0: 0.5674 loss_ce_1: 0.4543 loss_bbox_1: 0.2649 loss_giou_1: 0.4309 loss_ce_2: 0.3976 loss_bbox_2: 0.2396 loss_giou_2: 0.389 loss_ce_3: 0.3693 loss_bbox_3: 0.2297 loss_giou_3: 0.3782 loss_ce_4: 0.3681 loss_bbox_4: 0.2201 loss_giou_4: 0.3698 time: 0.2804 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:35] d2.utils.events INFO: eta: 1 day, 5:22:53 iter: 72839 total_loss: 6.635 loss_ce: 0.3633 loss_bbox: 0.2032 loss_giou: 0.378 loss_ce_0: 0.5565 loss_bbox_0: 0.3476 loss_giou_0: 0.5706 loss_ce_1: 0.4514 loss_bbox_1: 0.2439 loss_giou_1: 0.4267 loss_ce_2: 0.4007 loss_bbox_2: 0.218 loss_giou_2: 0.3916 loss_ce_3: 0.3754 loss_bbox_3: 0.2113 loss_giou_3: 0.383 loss_ce_4: 0.3659 loss_bbox_4: 0.2027 loss_giou_4: 0.3794 time: 0.2804 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:41] d2.utils.events INFO: eta: 1 day, 5:23:16 iter: 72859 total_loss: 6.86 loss_ce: 0.4011 loss_bbox: 0.2258 loss_giou: 0.3853 loss_ce_0: 0.5705 loss_bbox_0: 0.3899 loss_giou_0: 0.591 loss_ce_1: 0.4773 loss_bbox_1: 0.2679 loss_giou_1: 0.4357 loss_ce_2: 0.4412 loss_bbox_2: 0.2331 loss_giou_2: 0.4006 loss_ce_3: 0.4084 loss_bbox_3: 0.2302 loss_giou_3: 0.3889 loss_ce_4: 0.3998 loss_bbox_4: 0.2255 loss_giou_4: 0.3821 time: 0.2804 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:47] d2.utils.events INFO: eta: 1 day, 5:23:28 iter: 72879 total_loss: 6.619 loss_ce: 0.3726 loss_bbox: 0.2115 loss_giou: 0.3868 loss_ce_0: 0.5458 loss_bbox_0: 0.3673 loss_giou_0: 0.5996 loss_ce_1: 0.4589 loss_bbox_1: 0.2508 loss_giou_1: 0.4457 loss_ce_2: 0.4047 loss_bbox_2: 0.2242 loss_giou_2: 0.4061 loss_ce_3: 0.3799 loss_bbox_3: 0.2182 loss_giou_3: 0.3936 loss_ce_4: 0.3684 loss_bbox_4: 0.2124 loss_giou_4: 0.3884 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:52] d2.utils.events INFO: eta: 1 day, 5:23:27 iter: 72899 total_loss: 6.74 loss_ce: 0.3874 loss_bbox: 0.2273 loss_giou: 0.3864 loss_ce_0: 0.5737 loss_bbox_0: 0.3768 loss_giou_0: 0.5705 loss_ce_1: 0.4861 loss_bbox_1: 0.2645 loss_giou_1: 0.4392 loss_ce_2: 0.4184 loss_bbox_2: 0.2408 loss_giou_2: 0.4054 loss_ce_3: 0.397 loss_bbox_3: 0.2352 loss_giou_3: 0.3998 loss_ce_4: 0.3855 loss_bbox_4: 0.227 loss_giou_4: 0.3911 time: 0.2804 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 19:07:58] d2.utils.events INFO: eta: 1 day, 5:23:58 iter: 72919 total_loss: 6.417 loss_ce: 0.3695 loss_bbox: 0.2146 loss_giou: 0.376 loss_ce_0: 0.5505 loss_bbox_0: 0.3543 loss_giou_0: 0.5661 loss_ce_1: 0.4521 loss_bbox_1: 0.2415 loss_giou_1: 0.4251 loss_ce_2: 0.402 loss_bbox_2: 0.2222 loss_giou_2: 0.3898 loss_ce_3: 0.3673 loss_bbox_3: 0.2183 loss_giou_3: 0.3868 loss_ce_4: 0.3654 loss_bbox_4: 0.2132 loss_giou_4: 0.3788 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:04] d2.utils.events INFO: eta: 1 day, 5:24:02 iter: 72939 total_loss: 6.748 loss_ce: 0.3886 loss_bbox: 0.2172 loss_giou: 0.3705 loss_ce_0: 0.5645 loss_bbox_0: 0.3633 loss_giou_0: 0.5792 loss_ce_1: 0.4637 loss_bbox_1: 0.2626 loss_giou_1: 0.4296 loss_ce_2: 0.4212 loss_bbox_2: 0.234 loss_giou_2: 0.3878 loss_ce_3: 0.407 loss_bbox_3: 0.2247 loss_giou_3: 0.3734 loss_ce_4: 0.4017 loss_bbox_4: 0.2183 loss_giou_4: 0.3673 time: 0.2804 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:09] d2.utils.events INFO: eta: 1 day, 5:23:54 iter: 72959 total_loss: 6.751 loss_ce: 0.3956 loss_bbox: 0.2239 loss_giou: 0.3919 loss_ce_0: 0.5532 loss_bbox_0: 0.3702 loss_giou_0: 0.6118 loss_ce_1: 0.4651 loss_bbox_1: 0.2711 loss_giou_1: 0.4697 loss_ce_2: 0.4233 loss_bbox_2: 0.2408 loss_giou_2: 0.424 loss_ce_3: 0.3985 loss_bbox_3: 0.2294 loss_giou_3: 0.409 loss_ce_4: 0.3907 loss_bbox_4: 0.2272 loss_giou_4: 0.3981 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:15] d2.utils.events INFO: eta: 1 day, 5:23:47 iter: 72979 total_loss: 6.4 loss_ce: 0.3728 loss_bbox: 0.1989 loss_giou: 0.3603 loss_ce_0: 0.5516 loss_bbox_0: 0.365 loss_giou_0: 0.5519 loss_ce_1: 0.4584 loss_bbox_1: 0.2426 loss_giou_1: 0.4206 loss_ce_2: 0.4085 loss_bbox_2: 0.2115 loss_giou_2: 0.3812 loss_ce_3: 0.3772 loss_bbox_3: 0.205 loss_giou_3: 0.3651 loss_ce_4: 0.3734 loss_bbox_4: 0.2001 loss_giou_4: 0.3625 time: 0.2804 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:21] d2.utils.events INFO: eta: 1 day, 5:23:36 iter: 72999 total_loss: 6.541 loss_ce: 0.3765 loss_bbox: 0.2011 loss_giou: 0.358 loss_ce_0: 0.5628 loss_bbox_0: 0.3616 loss_giou_0: 0.5795 loss_ce_1: 0.4671 loss_bbox_1: 0.2384 loss_giou_1: 0.4157 loss_ce_2: 0.4035 loss_bbox_2: 0.2092 loss_giou_2: 0.3743 loss_ce_3: 0.3771 loss_bbox_3: 0.2037 loss_giou_3: 0.3603 loss_ce_4: 0.3683 loss_bbox_4: 0.207 loss_giou_4: 0.3606 time: 0.2804 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:26] d2.utils.events INFO: eta: 1 day, 5:23:36 iter: 73019 total_loss: 6.358 loss_ce: 0.3705 loss_bbox: 0.2126 loss_giou: 0.3637 loss_ce_0: 0.5311 loss_bbox_0: 0.3674 loss_giou_0: 0.5464 loss_ce_1: 0.4501 loss_bbox_1: 0.2512 loss_giou_1: 0.4123 loss_ce_2: 0.4001 loss_bbox_2: 0.2262 loss_giou_2: 0.3762 loss_ce_3: 0.3823 loss_bbox_3: 0.2241 loss_giou_3: 0.3704 loss_ce_4: 0.3738 loss_bbox_4: 0.2182 loss_giou_4: 0.3627 time: 0.2804 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:32] d2.utils.events INFO: eta: 1 day, 5:23:24 iter: 73039 total_loss: 6.235 loss_ce: 0.3498 loss_bbox: 0.1959 loss_giou: 0.3806 loss_ce_0: 0.5214 loss_bbox_0: 0.3349 loss_giou_0: 0.5505 loss_ce_1: 0.4347 loss_bbox_1: 0.2261 loss_giou_1: 0.4306 loss_ce_2: 0.3786 loss_bbox_2: 0.2102 loss_giou_2: 0.3941 loss_ce_3: 0.345 loss_bbox_3: 0.2023 loss_giou_3: 0.3824 loss_ce_4: 0.3474 loss_bbox_4: 0.1967 loss_giou_4: 0.3829 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:38] d2.utils.events INFO: eta: 1 day, 5:23:19 iter: 73059 total_loss: 6.63 loss_ce: 0.3829 loss_bbox: 0.1977 loss_giou: 0.3866 loss_ce_0: 0.5666 loss_bbox_0: 0.372 loss_giou_0: 0.6103 loss_ce_1: 0.4721 loss_bbox_1: 0.2446 loss_giou_1: 0.4401 loss_ce_2: 0.4292 loss_bbox_2: 0.2057 loss_giou_2: 0.4022 loss_ce_3: 0.3952 loss_bbox_3: 0.2058 loss_giou_3: 0.3948 loss_ce_4: 0.3811 loss_bbox_4: 0.202 loss_giou_4: 0.3886 time: 0.2804 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:44] d2.utils.events INFO: eta: 1 day, 5:23:30 iter: 73079 total_loss: 6.464 loss_ce: 0.3827 loss_bbox: 0.2107 loss_giou: 0.3554 loss_ce_0: 0.5573 loss_bbox_0: 0.3521 loss_giou_0: 0.5491 loss_ce_1: 0.4664 loss_bbox_1: 0.2436 loss_giou_1: 0.4043 loss_ce_2: 0.4154 loss_bbox_2: 0.2261 loss_giou_2: 0.3633 loss_ce_3: 0.3905 loss_bbox_3: 0.217 loss_giou_3: 0.3547 loss_ce_4: 0.3844 loss_bbox_4: 0.2138 loss_giou_4: 0.3598 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:49] d2.utils.events INFO: eta: 1 day, 5:23:41 iter: 73099 total_loss: 6.613 loss_ce: 0.3884 loss_bbox: 0.216 loss_giou: 0.3593 loss_ce_0: 0.5863 loss_bbox_0: 0.3604 loss_giou_0: 0.5492 loss_ce_1: 0.4824 loss_bbox_1: 0.2574 loss_giou_1: 0.4094 loss_ce_2: 0.4216 loss_bbox_2: 0.2359 loss_giou_2: 0.3696 loss_ce_3: 0.3905 loss_bbox_3: 0.2299 loss_giou_3: 0.3656 loss_ce_4: 0.3865 loss_bbox_4: 0.2179 loss_giou_4: 0.3606 time: 0.2804 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/02 19:08:55] d2.utils.events INFO: eta: 1 day, 5:23:41 iter: 73119 total_loss: 6.352 loss_ce: 0.3664 loss_bbox: 0.2018 loss_giou: 0.3753 loss_ce_0: 0.5222 loss_bbox_0: 0.3487 loss_giou_0: 0.56 loss_ce_1: 0.4412 loss_bbox_1: 0.2359 loss_giou_1: 0.4255 loss_ce_2: 0.3952 loss_bbox_2: 0.217 loss_giou_2: 0.3886 loss_ce_3: 0.3627 loss_bbox_3: 0.2061 loss_giou_3: 0.379 loss_ce_4: 0.3625 loss_bbox_4: 0.2059 loss_giou_4: 0.3753 time: 0.2804 data_time: 0.0341 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:01] d2.utils.events INFO: eta: 1 day, 5:23:33 iter: 73139 total_loss: 6.549 loss_ce: 0.3857 loss_bbox: 0.215 loss_giou: 0.3737 loss_ce_0: 0.5625 loss_bbox_0: 0.3564 loss_giou_0: 0.552 loss_ce_1: 0.4781 loss_bbox_1: 0.25 loss_giou_1: 0.4168 loss_ce_2: 0.4185 loss_bbox_2: 0.2281 loss_giou_2: 0.3871 loss_ce_3: 0.39 loss_bbox_3: 0.2201 loss_giou_3: 0.3704 loss_ce_4: 0.3949 loss_bbox_4: 0.2164 loss_giou_4: 0.3767 time: 0.2804 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:06] d2.utils.events INFO: eta: 1 day, 5:23:42 iter: 73159 total_loss: 6.79 loss_ce: 0.3737 loss_bbox: 0.2316 loss_giou: 0.3746 loss_ce_0: 0.5456 loss_bbox_0: 0.3714 loss_giou_0: 0.5714 loss_ce_1: 0.4595 loss_bbox_1: 0.2699 loss_giou_1: 0.4383 loss_ce_2: 0.4097 loss_bbox_2: 0.2441 loss_giou_2: 0.3969 loss_ce_3: 0.3766 loss_bbox_3: 0.2409 loss_giou_3: 0.3857 loss_ce_4: 0.373 loss_bbox_4: 0.2349 loss_giou_4: 0.376 time: 0.2804 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:12] d2.utils.events INFO: eta: 1 day, 5:23:22 iter: 73179 total_loss: 6.727 loss_ce: 0.3716 loss_bbox: 0.2105 loss_giou: 0.3853 loss_ce_0: 0.562 loss_bbox_0: 0.3686 loss_giou_0: 0.5903 loss_ce_1: 0.4709 loss_bbox_1: 0.2521 loss_giou_1: 0.4481 loss_ce_2: 0.4182 loss_bbox_2: 0.2277 loss_giou_2: 0.4035 loss_ce_3: 0.3875 loss_bbox_3: 0.2151 loss_giou_3: 0.3943 loss_ce_4: 0.379 loss_bbox_4: 0.2124 loss_giou_4: 0.3854 time: 0.2804 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:18] d2.utils.events INFO: eta: 1 day, 5:23:23 iter: 73199 total_loss: 6.497 loss_ce: 0.3656 loss_bbox: 0.2026 loss_giou: 0.3813 loss_ce_0: 0.5654 loss_bbox_0: 0.3565 loss_giou_0: 0.566 loss_ce_1: 0.4554 loss_bbox_1: 0.2334 loss_giou_1: 0.4285 loss_ce_2: 0.406 loss_bbox_2: 0.2091 loss_giou_2: 0.4017 loss_ce_3: 0.3725 loss_bbox_3: 0.2084 loss_giou_3: 0.3911 loss_ce_4: 0.369 loss_bbox_4: 0.2044 loss_giou_4: 0.3883 time: 0.2804 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:23] d2.utils.events INFO: eta: 1 day, 5:23:15 iter: 73219 total_loss: 6.517 loss_ce: 0.365 loss_bbox: 0.2192 loss_giou: 0.3693 loss_ce_0: 0.5402 loss_bbox_0: 0.359 loss_giou_0: 0.5478 loss_ce_1: 0.4561 loss_bbox_1: 0.2536 loss_giou_1: 0.4073 loss_ce_2: 0.4032 loss_bbox_2: 0.2326 loss_giou_2: 0.3838 loss_ce_3: 0.3751 loss_bbox_3: 0.2249 loss_giou_3: 0.3694 loss_ce_4: 0.3679 loss_bbox_4: 0.2212 loss_giou_4: 0.3679 time: 0.2804 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:29] d2.utils.events INFO: eta: 1 day, 5:23:16 iter: 73239 total_loss: 6.383 loss_ce: 0.3738 loss_bbox: 0.2126 loss_giou: 0.3713 loss_ce_0: 0.5324 loss_bbox_0: 0.349 loss_giou_0: 0.5689 loss_ce_1: 0.4448 loss_bbox_1: 0.2438 loss_giou_1: 0.4104 loss_ce_2: 0.3938 loss_bbox_2: 0.221 loss_giou_2: 0.3828 loss_ce_3: 0.365 loss_bbox_3: 0.2141 loss_giou_3: 0.3755 loss_ce_4: 0.3628 loss_bbox_4: 0.2118 loss_giou_4: 0.3744 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:35] d2.utils.events INFO: eta: 1 day, 5:23:21 iter: 73259 total_loss: 6.631 loss_ce: 0.3871 loss_bbox: 0.2172 loss_giou: 0.3811 loss_ce_0: 0.5695 loss_bbox_0: 0.3717 loss_giou_0: 0.5854 loss_ce_1: 0.4682 loss_bbox_1: 0.2589 loss_giou_1: 0.4328 loss_ce_2: 0.4146 loss_bbox_2: 0.2303 loss_giou_2: 0.4004 loss_ce_3: 0.3877 loss_bbox_3: 0.2196 loss_giou_3: 0.3864 loss_ce_4: 0.3826 loss_bbox_4: 0.2178 loss_giou_4: 0.3807 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:40] d2.utils.events INFO: eta: 1 day, 5:23:28 iter: 73279 total_loss: 6.559 loss_ce: 0.3786 loss_bbox: 0.214 loss_giou: 0.3503 loss_ce_0: 0.5539 loss_bbox_0: 0.3565 loss_giou_0: 0.5608 loss_ce_1: 0.4556 loss_bbox_1: 0.2556 loss_giou_1: 0.4044 loss_ce_2: 0.4065 loss_bbox_2: 0.2288 loss_giou_2: 0.3655 loss_ce_3: 0.3768 loss_bbox_3: 0.2195 loss_giou_3: 0.354 loss_ce_4: 0.3737 loss_bbox_4: 0.215 loss_giou_4: 0.3504 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:09:47] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 19:09:48] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 19:09:48] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 19:09:48] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 19:09:48] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 19:09:48] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 19:09:56] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0013 s/iter. Inference: 0.0597 s/iter. Eval: 0.0015 s/iter. Total: 0.0626 s/iter. ETA=0:00:38 [11/02 19:10:01] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0030 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:27 [11/02 19:10:06] d2.evaluation.evaluator INFO: Inference done 203/625. Dataloading: 0.0033 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0526 s/iter. ETA=0:00:22 [11/02 19:10:11] d2.evaluation.evaluator INFO: Inference done 299/625. Dataloading: 0.0033 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:17 [11/02 19:10:16] d2.evaluation.evaluator INFO: Inference done 388/625. Dataloading: 0.0032 s/iter. Inference: 0.0488 s/iter. Eval: 0.0013 s/iter. Total: 0.0535 s/iter. ETA=0:00:12 [11/02 19:10:21] d2.evaluation.evaluator INFO: Inference done 483/625. Dataloading: 0.0031 s/iter. Inference: 0.0490 s/iter. Eval: 0.0011 s/iter. Total: 0.0534 s/iter. ETA=0:00:07 [11/02 19:10:26] d2.evaluation.evaluator INFO: Inference done 579/625. Dataloading: 0.0031 s/iter. Inference: 0.0490 s/iter. Eval: 0.0010 s/iter. Total: 0.0532 s/iter. ETA=0:00:02 [11/02 19:10:28] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.553612 (0.052506 s / iter per device, on 8 devices) [11/02 19:10:28] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048066 s / iter per device, on 8 devices) [11/02 19:10:33] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 19:10:33] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 19:10:35] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 19:10:37] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 19:10:49] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.91 seconds. [11/02 19:10:49] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 19:10:51] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.35 seconds. [11/02 19:10:51] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 37.467 | 55.943 | 39.781 | 20.747 | 39.819 | 53.739 | [11/02 19:10:51] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 49.304 | bicycle | 23.682 | car | 37.173 | | motorcycle | 36.337 | airplane | 65.692 | bus | 60.965 | | train | 60.910 | truck | 31.827 | boat | 23.574 | | traffic light | 21.878 | fire hydrant | 59.146 | stop sign | 61.533 | | parking meter | 44.576 | bench | 22.409 | bird | 33.942 | | cat | 68.454 | dog | 58.812 | horse | 51.711 | | sheep | 44.369 | cow | 52.292 | elephant | 61.171 | | bear | 73.344 | zebra | 61.954 | giraffe | 64.372 | | backpack | 9.888 | umbrella | 31.435 | handbag | 9.849 | | tie | 24.198 | suitcase | 32.966 | frisbee | 65.893 | | skis | 21.116 | snowboard | 36.033 | sports ball | 42.344 | | kite | 40.881 | baseball bat | 25.855 | baseball glove | 33.747 | | skateboard | 48.808 | surfboard | 32.965 | tennis racket | 45.152 | | bottle | 31.184 | wine glass | 29.317 | cup | 36.052 | | fork | 23.441 | knife | 10.077 | spoon | 11.534 | | bowl | 37.775 | banana | 17.678 | apple | 19.698 | | sandwich | 29.132 | orange | 28.108 | broccoli | 18.054 | | carrot | 17.308 | hot dog | 26.508 | pizza | 47.187 | | donut | 38.755 | cake | 29.272 | chair | 20.169 | | couch | 41.084 | potted plant | 21.669 | bed | 44.541 | | dining table | 26.267 | toilet | 58.743 | tv | 54.283 | | laptop | 54.591 | mouse | 56.050 | remote | 22.340 | | keyboard | 43.181 | cell phone | 30.769 | microwave | 54.508 | | oven | 32.919 | toaster | 33.129 | sink | 33.145 | | refrigerator | 55.360 | book | 9.326 | clock | 49.321 | | vase | 33.155 | scissors | 28.576 | teddy bear | 40.857 | | hair drier | 8.717 | toothbrush | 23.036 | | | [11/02 19:10:52] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 19:10:52] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 19:10:52] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 19:10:52] d2.evaluation.testing INFO: copypaste: 37.4672,55.9428,39.7809,20.7469,39.8189,53.7391 [11/02 19:10:52] d2.utils.events INFO: eta: 1 day, 5:23:22 iter: 73299 total_loss: 6.471 loss_ce: 0.3644 loss_bbox: 0.2173 loss_giou: 0.3467 loss_ce_0: 0.5583 loss_bbox_0: 0.3655 loss_giou_0: 0.5494 loss_ce_1: 0.4503 loss_bbox_1: 0.2528 loss_giou_1: 0.4028 loss_ce_2: 0.3894 loss_bbox_2: 0.2355 loss_giou_2: 0.3676 loss_ce_3: 0.371 loss_bbox_3: 0.2243 loss_giou_3: 0.3557 loss_ce_4: 0.3739 loss_bbox_4: 0.2192 loss_giou_4: 0.353 time: 0.2804 data_time: 0.0357 lr: 2.5e-05 max_mem: 5427M [11/02 19:10:57] d2.utils.events INFO: eta: 1 day, 5:22:54 iter: 73319 total_loss: 6.617 loss_ce: 0.3773 loss_bbox: 0.2163 loss_giou: 0.3774 loss_ce_0: 0.5625 loss_bbox_0: 0.3685 loss_giou_0: 0.5906 loss_ce_1: 0.4653 loss_bbox_1: 0.2539 loss_giou_1: 0.4257 loss_ce_2: 0.415 loss_bbox_2: 0.2314 loss_giou_2: 0.3882 loss_ce_3: 0.3847 loss_bbox_3: 0.2197 loss_giou_3: 0.3792 loss_ce_4: 0.3818 loss_bbox_4: 0.2223 loss_giou_4: 0.3813 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:03] d2.utils.events INFO: eta: 1 day, 5:23:07 iter: 73339 total_loss: 6.843 loss_ce: 0.3984 loss_bbox: 0.2132 loss_giou: 0.3669 loss_ce_0: 0.573 loss_bbox_0: 0.3709 loss_giou_0: 0.5546 loss_ce_1: 0.4674 loss_bbox_1: 0.2561 loss_giou_1: 0.4111 loss_ce_2: 0.4161 loss_bbox_2: 0.2277 loss_giou_2: 0.3792 loss_ce_3: 0.4011 loss_bbox_3: 0.2209 loss_giou_3: 0.3722 loss_ce_4: 0.3926 loss_bbox_4: 0.2189 loss_giou_4: 0.3648 time: 0.2804 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:09] d2.utils.events INFO: eta: 1 day, 5:22:56 iter: 73359 total_loss: 6.492 loss_ce: 0.3677 loss_bbox: 0.2198 loss_giou: 0.3715 loss_ce_0: 0.5477 loss_bbox_0: 0.3725 loss_giou_0: 0.5733 loss_ce_1: 0.4524 loss_bbox_1: 0.2598 loss_giou_1: 0.4384 loss_ce_2: 0.408 loss_bbox_2: 0.2294 loss_giou_2: 0.3868 loss_ce_3: 0.3731 loss_bbox_3: 0.2251 loss_giou_3: 0.3747 loss_ce_4: 0.3705 loss_bbox_4: 0.2209 loss_giou_4: 0.3713 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:14] d2.utils.events INFO: eta: 1 day, 5:22:56 iter: 73379 total_loss: 6.593 loss_ce: 0.3773 loss_bbox: 0.211 loss_giou: 0.3837 loss_ce_0: 0.5737 loss_bbox_0: 0.3548 loss_giou_0: 0.5819 loss_ce_1: 0.481 loss_bbox_1: 0.2422 loss_giou_1: 0.4318 loss_ce_2: 0.414 loss_bbox_2: 0.2227 loss_giou_2: 0.3995 loss_ce_3: 0.3914 loss_bbox_3: 0.2133 loss_giou_3: 0.3938 loss_ce_4: 0.3786 loss_bbox_4: 0.2105 loss_giou_4: 0.3856 time: 0.2804 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:20] d2.utils.events INFO: eta: 1 day, 5:22:41 iter: 73399 total_loss: 6.58 loss_ce: 0.3963 loss_bbox: 0.2333 loss_giou: 0.3696 loss_ce_0: 0.577 loss_bbox_0: 0.3717 loss_giou_0: 0.555 loss_ce_1: 0.4731 loss_bbox_1: 0.2712 loss_giou_1: 0.4226 loss_ce_2: 0.4121 loss_bbox_2: 0.2469 loss_giou_2: 0.3799 loss_ce_3: 0.4067 loss_bbox_3: 0.2399 loss_giou_3: 0.3666 loss_ce_4: 0.4007 loss_bbox_4: 0.2349 loss_giou_4: 0.3654 time: 0.2804 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:26] d2.utils.events INFO: eta: 1 day, 5:22:47 iter: 73419 total_loss: 6.715 loss_ce: 0.3839 loss_bbox: 0.2002 loss_giou: 0.3824 loss_ce_0: 0.5798 loss_bbox_0: 0.3593 loss_giou_0: 0.5668 loss_ce_1: 0.4891 loss_bbox_1: 0.2324 loss_giou_1: 0.4391 loss_ce_2: 0.4279 loss_bbox_2: 0.2129 loss_giou_2: 0.4054 loss_ce_3: 0.3971 loss_bbox_3: 0.2062 loss_giou_3: 0.3936 loss_ce_4: 0.3829 loss_bbox_4: 0.2005 loss_giou_4: 0.3827 time: 0.2804 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:31] d2.utils.events INFO: eta: 1 day, 5:22:20 iter: 73439 total_loss: 6.563 loss_ce: 0.3714 loss_bbox: 0.2136 loss_giou: 0.3724 loss_ce_0: 0.5512 loss_bbox_0: 0.3581 loss_giou_0: 0.5788 loss_ce_1: 0.4528 loss_bbox_1: 0.2542 loss_giou_1: 0.4302 loss_ce_2: 0.3911 loss_bbox_2: 0.2296 loss_giou_2: 0.3966 loss_ce_3: 0.3798 loss_bbox_3: 0.2181 loss_giou_3: 0.3787 loss_ce_4: 0.3702 loss_bbox_4: 0.2116 loss_giou_4: 0.3784 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:37] d2.utils.events INFO: eta: 1 day, 5:21:50 iter: 73459 total_loss: 6.698 loss_ce: 0.3879 loss_bbox: 0.2076 loss_giou: 0.3936 loss_ce_0: 0.579 loss_bbox_0: 0.3593 loss_giou_0: 0.585 loss_ce_1: 0.4762 loss_bbox_1: 0.2481 loss_giou_1: 0.4415 loss_ce_2: 0.4122 loss_bbox_2: 0.2263 loss_giou_2: 0.4017 loss_ce_3: 0.4014 loss_bbox_3: 0.2167 loss_giou_3: 0.3954 loss_ce_4: 0.3882 loss_bbox_4: 0.208 loss_giou_4: 0.392 time: 0.2804 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:43] d2.utils.events INFO: eta: 1 day, 5:21:57 iter: 73479 total_loss: 6.87 loss_ce: 0.4111 loss_bbox: 0.2279 loss_giou: 0.3961 loss_ce_0: 0.5653 loss_bbox_0: 0.3721 loss_giou_0: 0.5921 loss_ce_1: 0.4793 loss_bbox_1: 0.2635 loss_giou_1: 0.4502 loss_ce_2: 0.4255 loss_bbox_2: 0.2425 loss_giou_2: 0.4137 loss_ce_3: 0.4092 loss_bbox_3: 0.2318 loss_giou_3: 0.3993 loss_ce_4: 0.4092 loss_bbox_4: 0.2315 loss_giou_4: 0.3988 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:48] d2.utils.events INFO: eta: 1 day, 5:21:54 iter: 73499 total_loss: 6.615 loss_ce: 0.3885 loss_bbox: 0.2193 loss_giou: 0.3814 loss_ce_0: 0.5617 loss_bbox_0: 0.3519 loss_giou_0: 0.568 loss_ce_1: 0.4587 loss_bbox_1: 0.2615 loss_giou_1: 0.434 loss_ce_2: 0.421 loss_bbox_2: 0.228 loss_giou_2: 0.3972 loss_ce_3: 0.3962 loss_bbox_3: 0.2227 loss_giou_3: 0.3905 loss_ce_4: 0.3919 loss_bbox_4: 0.2208 loss_giou_4: 0.3835 time: 0.2804 data_time: 0.0359 lr: 2.5e-05 max_mem: 5427M [11/02 19:11:54] d2.utils.events INFO: eta: 1 day, 5:21:57 iter: 73519 total_loss: 6.206 loss_ce: 0.3535 loss_bbox: 0.2117 loss_giou: 0.3597 loss_ce_0: 0.5336 loss_bbox_0: 0.364 loss_giou_0: 0.5648 loss_ce_1: 0.4337 loss_bbox_1: 0.2475 loss_giou_1: 0.403 loss_ce_2: 0.3947 loss_bbox_2: 0.2245 loss_giou_2: 0.3767 loss_ce_3: 0.3688 loss_bbox_3: 0.2151 loss_giou_3: 0.3688 loss_ce_4: 0.3556 loss_bbox_4: 0.2139 loss_giou_4: 0.365 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:00] d2.utils.events INFO: eta: 1 day, 5:22:02 iter: 73539 total_loss: 6.541 loss_ce: 0.359 loss_bbox: 0.208 loss_giou: 0.3722 loss_ce_0: 0.5318 loss_bbox_0: 0.3715 loss_giou_0: 0.6002 loss_ce_1: 0.4386 loss_bbox_1: 0.2449 loss_giou_1: 0.4267 loss_ce_2: 0.3986 loss_bbox_2: 0.2173 loss_giou_2: 0.3904 loss_ce_3: 0.3661 loss_bbox_3: 0.2124 loss_giou_3: 0.3765 loss_ce_4: 0.3647 loss_bbox_4: 0.2094 loss_giou_4: 0.3713 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:06] d2.utils.events INFO: eta: 1 day, 5:21:46 iter: 73559 total_loss: 6.669 loss_ce: 0.3907 loss_bbox: 0.2042 loss_giou: 0.3707 loss_ce_0: 0.566 loss_bbox_0: 0.3524 loss_giou_0: 0.5666 loss_ce_1: 0.4734 loss_bbox_1: 0.2415 loss_giou_1: 0.4137 loss_ce_2: 0.4166 loss_bbox_2: 0.2247 loss_giou_2: 0.3884 loss_ce_3: 0.4019 loss_bbox_3: 0.2092 loss_giou_3: 0.3744 loss_ce_4: 0.3909 loss_bbox_4: 0.2041 loss_giou_4: 0.3693 time: 0.2804 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:11] d2.utils.events INFO: eta: 1 day, 5:21:00 iter: 73579 total_loss: 6.713 loss_ce: 0.3708 loss_bbox: 0.221 loss_giou: 0.3854 loss_ce_0: 0.5435 loss_bbox_0: 0.3664 loss_giou_0: 0.5598 loss_ce_1: 0.4543 loss_bbox_1: 0.2498 loss_giou_1: 0.4298 loss_ce_2: 0.3954 loss_bbox_2: 0.2329 loss_giou_2: 0.4015 loss_ce_3: 0.3736 loss_bbox_3: 0.2285 loss_giou_3: 0.39 loss_ce_4: 0.3654 loss_bbox_4: 0.2212 loss_giou_4: 0.3848 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:17] d2.utils.events INFO: eta: 1 day, 5:21:00 iter: 73599 total_loss: 6.69 loss_ce: 0.3726 loss_bbox: 0.2238 loss_giou: 0.3697 loss_ce_0: 0.5382 loss_bbox_0: 0.3551 loss_giou_0: 0.5585 loss_ce_1: 0.4451 loss_bbox_1: 0.2491 loss_giou_1: 0.4194 loss_ce_2: 0.4042 loss_bbox_2: 0.228 loss_giou_2: 0.3913 loss_ce_3: 0.3793 loss_bbox_3: 0.2297 loss_giou_3: 0.3773 loss_ce_4: 0.3715 loss_bbox_4: 0.2255 loss_giou_4: 0.3697 time: 0.2804 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:23] d2.utils.events INFO: eta: 1 day, 5:20:49 iter: 73619 total_loss: 6.294 loss_ce: 0.3651 loss_bbox: 0.2154 loss_giou: 0.3525 loss_ce_0: 0.5575 loss_bbox_0: 0.3465 loss_giou_0: 0.5198 loss_ce_1: 0.4559 loss_bbox_1: 0.2535 loss_giou_1: 0.3954 loss_ce_2: 0.4013 loss_bbox_2: 0.2285 loss_giou_2: 0.3745 loss_ce_3: 0.373 loss_bbox_3: 0.221 loss_giou_3: 0.3574 loss_ce_4: 0.3663 loss_bbox_4: 0.216 loss_giou_4: 0.3551 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:28] d2.utils.events INFO: eta: 1 day, 5:21:15 iter: 73639 total_loss: 6.483 loss_ce: 0.3392 loss_bbox: 0.2063 loss_giou: 0.3826 loss_ce_0: 0.5448 loss_bbox_0: 0.3475 loss_giou_0: 0.5741 loss_ce_1: 0.4545 loss_bbox_1: 0.2395 loss_giou_1: 0.4312 loss_ce_2: 0.3936 loss_bbox_2: 0.2186 loss_giou_2: 0.4026 loss_ce_3: 0.3496 loss_bbox_3: 0.2071 loss_giou_3: 0.392 loss_ce_4: 0.3421 loss_bbox_4: 0.203 loss_giou_4: 0.388 time: 0.2804 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:34] d2.utils.events INFO: eta: 1 day, 5:21:05 iter: 73659 total_loss: 6.359 loss_ce: 0.3727 loss_bbox: 0.2106 loss_giou: 0.3739 loss_ce_0: 0.5535 loss_bbox_0: 0.3636 loss_giou_0: 0.578 loss_ce_1: 0.4434 loss_bbox_1: 0.2441 loss_giou_1: 0.4242 loss_ce_2: 0.4025 loss_bbox_2: 0.2235 loss_giou_2: 0.3888 loss_ce_3: 0.3665 loss_bbox_3: 0.2123 loss_giou_3: 0.3799 loss_ce_4: 0.3697 loss_bbox_4: 0.2164 loss_giou_4: 0.3766 time: 0.2804 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:40] d2.utils.events INFO: eta: 1 day, 5:21:12 iter: 73679 total_loss: 6.725 loss_ce: 0.3899 loss_bbox: 0.2135 loss_giou: 0.3961 loss_ce_0: 0.5762 loss_bbox_0: 0.3752 loss_giou_0: 0.6287 loss_ce_1: 0.4864 loss_bbox_1: 0.2495 loss_giou_1: 0.4506 loss_ce_2: 0.4162 loss_bbox_2: 0.2278 loss_giou_2: 0.4093 loss_ce_3: 0.3904 loss_bbox_3: 0.2162 loss_giou_3: 0.3987 loss_ce_4: 0.3898 loss_bbox_4: 0.213 loss_giou_4: 0.3916 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:45] d2.utils.events INFO: eta: 1 day, 5:20:54 iter: 73699 total_loss: 6.262 loss_ce: 0.3478 loss_bbox: 0.2258 loss_giou: 0.3533 loss_ce_0: 0.5298 loss_bbox_0: 0.35 loss_giou_0: 0.5541 loss_ce_1: 0.4306 loss_bbox_1: 0.2483 loss_giou_1: 0.413 loss_ce_2: 0.3804 loss_bbox_2: 0.2319 loss_giou_2: 0.3744 loss_ce_3: 0.3616 loss_bbox_3: 0.2295 loss_giou_3: 0.3645 loss_ce_4: 0.3498 loss_bbox_4: 0.2246 loss_giou_4: 0.3572 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:51] d2.utils.events INFO: eta: 1 day, 5:20:49 iter: 73719 total_loss: 6.641 loss_ce: 0.3908 loss_bbox: 0.2123 loss_giou: 0.3734 loss_ce_0: 0.5544 loss_bbox_0: 0.3682 loss_giou_0: 0.5775 loss_ce_1: 0.467 loss_bbox_1: 0.2532 loss_giou_1: 0.4276 loss_ce_2: 0.4218 loss_bbox_2: 0.2245 loss_giou_2: 0.3893 loss_ce_3: 0.4003 loss_bbox_3: 0.221 loss_giou_3: 0.3775 loss_ce_4: 0.3875 loss_bbox_4: 0.2162 loss_giou_4: 0.3744 time: 0.2804 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 19:12:57] d2.utils.events INFO: eta: 1 day, 5:20:33 iter: 73739 total_loss: 6.199 loss_ce: 0.3467 loss_bbox: 0.2043 loss_giou: 0.3598 loss_ce_0: 0.5348 loss_bbox_0: 0.3362 loss_giou_0: 0.5377 loss_ce_1: 0.4431 loss_bbox_1: 0.2287 loss_giou_1: 0.4005 loss_ce_2: 0.3836 loss_bbox_2: 0.2154 loss_giou_2: 0.3743 loss_ce_3: 0.3421 loss_bbox_3: 0.2082 loss_giou_3: 0.3658 loss_ce_4: 0.3464 loss_bbox_4: 0.2025 loss_giou_4: 0.3618 time: 0.2804 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:02] d2.utils.events INFO: eta: 1 day, 5:20:06 iter: 73759 total_loss: 6.227 loss_ce: 0.3412 loss_bbox: 0.2122 loss_giou: 0.3529 loss_ce_0: 0.5382 loss_bbox_0: 0.3611 loss_giou_0: 0.5458 loss_ce_1: 0.4476 loss_bbox_1: 0.2434 loss_giou_1: 0.4125 loss_ce_2: 0.3859 loss_bbox_2: 0.2214 loss_giou_2: 0.3776 loss_ce_3: 0.3573 loss_bbox_3: 0.2225 loss_giou_3: 0.3645 loss_ce_4: 0.3494 loss_bbox_4: 0.2151 loss_giou_4: 0.3548 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:08] d2.utils.events INFO: eta: 1 day, 5:20:06 iter: 73779 total_loss: 7.066 loss_ce: 0.3943 loss_bbox: 0.2233 loss_giou: 0.3979 loss_ce_0: 0.5901 loss_bbox_0: 0.3626 loss_giou_0: 0.6137 loss_ce_1: 0.483 loss_bbox_1: 0.2552 loss_giou_1: 0.4599 loss_ce_2: 0.4271 loss_bbox_2: 0.2318 loss_giou_2: 0.4185 loss_ce_3: 0.4033 loss_bbox_3: 0.2308 loss_giou_3: 0.4102 loss_ce_4: 0.3962 loss_bbox_4: 0.228 loss_giou_4: 0.4005 time: 0.2804 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:14] d2.utils.events INFO: eta: 1 day, 5:19:59 iter: 73799 total_loss: 6.435 loss_ce: 0.3472 loss_bbox: 0.1993 loss_giou: 0.3976 loss_ce_0: 0.5363 loss_bbox_0: 0.3518 loss_giou_0: 0.6033 loss_ce_1: 0.439 loss_bbox_1: 0.2402 loss_giou_1: 0.4501 loss_ce_2: 0.3816 loss_bbox_2: 0.2117 loss_giou_2: 0.4117 loss_ce_3: 0.3523 loss_bbox_3: 0.2091 loss_giou_3: 0.3988 loss_ce_4: 0.3514 loss_bbox_4: 0.2025 loss_giou_4: 0.3983 time: 0.2804 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:19] d2.utils.events INFO: eta: 1 day, 5:20:08 iter: 73819 total_loss: 6.468 loss_ce: 0.375 loss_bbox: 0.2106 loss_giou: 0.3846 loss_ce_0: 0.5523 loss_bbox_0: 0.363 loss_giou_0: 0.5493 loss_ce_1: 0.4601 loss_bbox_1: 0.2463 loss_giou_1: 0.4251 loss_ce_2: 0.4011 loss_bbox_2: 0.2261 loss_giou_2: 0.4012 loss_ce_3: 0.3817 loss_bbox_3: 0.212 loss_giou_3: 0.3883 loss_ce_4: 0.3811 loss_bbox_4: 0.2096 loss_giou_4: 0.3843 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:25] d2.utils.events INFO: eta: 1 day, 5:20:15 iter: 73839 total_loss: 6.469 loss_ce: 0.3605 loss_bbox: 0.2144 loss_giou: 0.341 loss_ce_0: 0.5476 loss_bbox_0: 0.3505 loss_giou_0: 0.5465 loss_ce_1: 0.4522 loss_bbox_1: 0.2426 loss_giou_1: 0.3937 loss_ce_2: 0.3916 loss_bbox_2: 0.2232 loss_giou_2: 0.3603 loss_ce_3: 0.3667 loss_bbox_3: 0.2152 loss_giou_3: 0.347 loss_ce_4: 0.3652 loss_bbox_4: 0.216 loss_giou_4: 0.3421 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:31] d2.utils.events INFO: eta: 1 day, 5:20:15 iter: 73859 total_loss: 6.406 loss_ce: 0.3546 loss_bbox: 0.2189 loss_giou: 0.369 loss_ce_0: 0.5472 loss_bbox_0: 0.3802 loss_giou_0: 0.5711 loss_ce_1: 0.4664 loss_bbox_1: 0.2607 loss_giou_1: 0.4268 loss_ce_2: 0.4022 loss_bbox_2: 0.2423 loss_giou_2: 0.3877 loss_ce_3: 0.3678 loss_bbox_3: 0.226 loss_giou_3: 0.374 loss_ce_4: 0.3589 loss_bbox_4: 0.2167 loss_giou_4: 0.3695 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:36] d2.utils.events INFO: eta: 1 day, 5:20:16 iter: 73879 total_loss: 6.6 loss_ce: 0.3963 loss_bbox: 0.2248 loss_giou: 0.3666 loss_ce_0: 0.588 loss_bbox_0: 0.3771 loss_giou_0: 0.5739 loss_ce_1: 0.4813 loss_bbox_1: 0.263 loss_giou_1: 0.4234 loss_ce_2: 0.4344 loss_bbox_2: 0.2429 loss_giou_2: 0.3948 loss_ce_3: 0.4068 loss_bbox_3: 0.2309 loss_giou_3: 0.3843 loss_ce_4: 0.3999 loss_bbox_4: 0.2277 loss_giou_4: 0.3725 time: 0.2804 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:42] d2.utils.events INFO: eta: 1 day, 5:20:18 iter: 73899 total_loss: 6.653 loss_ce: 0.3886 loss_bbox: 0.2018 loss_giou: 0.3614 loss_ce_0: 0.5749 loss_bbox_0: 0.3628 loss_giou_0: 0.5668 loss_ce_1: 0.472 loss_bbox_1: 0.2428 loss_giou_1: 0.421 loss_ce_2: 0.4278 loss_bbox_2: 0.2116 loss_giou_2: 0.377 loss_ce_3: 0.4057 loss_bbox_3: 0.206 loss_giou_3: 0.3657 loss_ce_4: 0.3921 loss_bbox_4: 0.202 loss_giou_4: 0.3601 time: 0.2804 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:48] d2.utils.events INFO: eta: 1 day, 5:20:05 iter: 73919 total_loss: 6.466 loss_ce: 0.3787 loss_bbox: 0.2107 loss_giou: 0.3569 loss_ce_0: 0.5559 loss_bbox_0: 0.362 loss_giou_0: 0.5408 loss_ce_1: 0.4756 loss_bbox_1: 0.2536 loss_giou_1: 0.4023 loss_ce_2: 0.4129 loss_bbox_2: 0.2255 loss_giou_2: 0.3673 loss_ce_3: 0.3829 loss_bbox_3: 0.2101 loss_giou_3: 0.3618 loss_ce_4: 0.3754 loss_bbox_4: 0.208 loss_giou_4: 0.3558 time: 0.2804 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:53] d2.utils.events INFO: eta: 1 day, 5:19:16 iter: 73939 total_loss: 6.507 loss_ce: 0.3713 loss_bbox: 0.2061 loss_giou: 0.3812 loss_ce_0: 0.5597 loss_bbox_0: 0.3559 loss_giou_0: 0.5767 loss_ce_1: 0.4626 loss_bbox_1: 0.2423 loss_giou_1: 0.4351 loss_ce_2: 0.409 loss_bbox_2: 0.2188 loss_giou_2: 0.404 loss_ce_3: 0.385 loss_bbox_3: 0.2111 loss_giou_3: 0.387 loss_ce_4: 0.3763 loss_bbox_4: 0.2043 loss_giou_4: 0.3824 time: 0.2804 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 19:13:59] d2.utils.events INFO: eta: 1 day, 5:19:11 iter: 73959 total_loss: 6.625 loss_ce: 0.3626 loss_bbox: 0.2044 loss_giou: 0.3783 loss_ce_0: 0.5632 loss_bbox_0: 0.3533 loss_giou_0: 0.5785 loss_ce_1: 0.4613 loss_bbox_1: 0.2452 loss_giou_1: 0.425 loss_ce_2: 0.3999 loss_bbox_2: 0.2188 loss_giou_2: 0.3927 loss_ce_3: 0.3781 loss_bbox_3: 0.2061 loss_giou_3: 0.3861 loss_ce_4: 0.3709 loss_bbox_4: 0.2103 loss_giou_4: 0.3808 time: 0.2804 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:05] d2.utils.events INFO: eta: 1 day, 5:18:47 iter: 73979 total_loss: 6.564 loss_ce: 0.3784 loss_bbox: 0.2155 loss_giou: 0.3744 loss_ce_0: 0.571 loss_bbox_0: 0.3648 loss_giou_0: 0.5737 loss_ce_1: 0.4749 loss_bbox_1: 0.2495 loss_giou_1: 0.4296 loss_ce_2: 0.409 loss_bbox_2: 0.2296 loss_giou_2: 0.3865 loss_ce_3: 0.3851 loss_bbox_3: 0.2194 loss_giou_3: 0.3781 loss_ce_4: 0.3801 loss_bbox_4: 0.2184 loss_giou_4: 0.3746 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:11] d2.utils.events INFO: eta: 1 day, 5:18:06 iter: 73999 total_loss: 6.727 loss_ce: 0.3662 loss_bbox: 0.2191 loss_giou: 0.3702 loss_ce_0: 0.5663 loss_bbox_0: 0.3677 loss_giou_0: 0.5618 loss_ce_1: 0.4861 loss_bbox_1: 0.2572 loss_giou_1: 0.419 loss_ce_2: 0.4226 loss_bbox_2: 0.2355 loss_giou_2: 0.3847 loss_ce_3: 0.3758 loss_bbox_3: 0.2283 loss_giou_3: 0.379 loss_ce_4: 0.369 loss_bbox_4: 0.2216 loss_giou_4: 0.3718 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:16] d2.utils.events INFO: eta: 1 day, 5:18:23 iter: 74019 total_loss: 6.426 loss_ce: 0.3212 loss_bbox: 0.2236 loss_giou: 0.3899 loss_ce_0: 0.5301 loss_bbox_0: 0.3464 loss_giou_0: 0.5931 loss_ce_1: 0.4227 loss_bbox_1: 0.244 loss_giou_1: 0.4383 loss_ce_2: 0.3601 loss_bbox_2: 0.2179 loss_giou_2: 0.3988 loss_ce_3: 0.3351 loss_bbox_3: 0.2197 loss_giou_3: 0.3877 loss_ce_4: 0.32 loss_bbox_4: 0.2286 loss_giou_4: 0.3911 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:22] d2.utils.events INFO: eta: 1 day, 5:18:30 iter: 74039 total_loss: 6.829 loss_ce: 0.3829 loss_bbox: 0.2223 loss_giou: 0.3813 loss_ce_0: 0.5618 loss_bbox_0: 0.3726 loss_giou_0: 0.5761 loss_ce_1: 0.4679 loss_bbox_1: 0.2522 loss_giou_1: 0.4317 loss_ce_2: 0.4201 loss_bbox_2: 0.2344 loss_giou_2: 0.3975 loss_ce_3: 0.3893 loss_bbox_3: 0.2317 loss_giou_3: 0.3882 loss_ce_4: 0.3832 loss_bbox_4: 0.2265 loss_giou_4: 0.3871 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:28] d2.utils.events INFO: eta: 1 day, 5:18:25 iter: 74059 total_loss: 6.466 loss_ce: 0.3768 loss_bbox: 0.2279 loss_giou: 0.343 loss_ce_0: 0.547 loss_bbox_0: 0.3487 loss_giou_0: 0.5169 loss_ce_1: 0.4635 loss_bbox_1: 0.2492 loss_giou_1: 0.3808 loss_ce_2: 0.3971 loss_bbox_2: 0.2278 loss_giou_2: 0.3569 loss_ce_3: 0.385 loss_bbox_3: 0.2232 loss_giou_3: 0.3426 loss_ce_4: 0.3763 loss_bbox_4: 0.2209 loss_giou_4: 0.3397 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:33] d2.utils.events INFO: eta: 1 day, 5:18:19 iter: 74079 total_loss: 6.268 loss_ce: 0.345 loss_bbox: 0.2023 loss_giou: 0.3663 loss_ce_0: 0.5339 loss_bbox_0: 0.3596 loss_giou_0: 0.5812 loss_ce_1: 0.4353 loss_bbox_1: 0.2474 loss_giou_1: 0.4349 loss_ce_2: 0.3659 loss_bbox_2: 0.215 loss_giou_2: 0.3904 loss_ce_3: 0.3421 loss_bbox_3: 0.2067 loss_giou_3: 0.3718 loss_ce_4: 0.3413 loss_bbox_4: 0.2018 loss_giou_4: 0.3692 time: 0.2804 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:39] d2.utils.events INFO: eta: 1 day, 5:17:55 iter: 74099 total_loss: 6.518 loss_ce: 0.3707 loss_bbox: 0.2089 loss_giou: 0.3583 loss_ce_0: 0.5608 loss_bbox_0: 0.3595 loss_giou_0: 0.5674 loss_ce_1: 0.4519 loss_bbox_1: 0.2484 loss_giou_1: 0.4122 loss_ce_2: 0.4063 loss_bbox_2: 0.2272 loss_giou_2: 0.3758 loss_ce_3: 0.379 loss_bbox_3: 0.2132 loss_giou_3: 0.37 loss_ce_4: 0.3692 loss_bbox_4: 0.2049 loss_giou_4: 0.3613 time: 0.2804 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:45] d2.utils.events INFO: eta: 1 day, 5:18:17 iter: 74119 total_loss: 6.557 loss_ce: 0.3922 loss_bbox: 0.2236 loss_giou: 0.3663 loss_ce_0: 0.5638 loss_bbox_0: 0.3557 loss_giou_0: 0.5362 loss_ce_1: 0.4819 loss_bbox_1: 0.2542 loss_giou_1: 0.4151 loss_ce_2: 0.4301 loss_bbox_2: 0.2301 loss_giou_2: 0.3787 loss_ce_3: 0.4026 loss_bbox_3: 0.2242 loss_giou_3: 0.3704 loss_ce_4: 0.3916 loss_bbox_4: 0.2246 loss_giou_4: 0.3675 time: 0.2804 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:50] d2.utils.events INFO: eta: 1 day, 5:18:36 iter: 74139 total_loss: 6.552 loss_ce: 0.3533 loss_bbox: 0.2186 loss_giou: 0.3827 loss_ce_0: 0.5468 loss_bbox_0: 0.377 loss_giou_0: 0.5763 loss_ce_1: 0.4578 loss_bbox_1: 0.2519 loss_giou_1: 0.4313 loss_ce_2: 0.3913 loss_bbox_2: 0.2385 loss_giou_2: 0.3902 loss_ce_3: 0.3594 loss_bbox_3: 0.2264 loss_giou_3: 0.386 loss_ce_4: 0.3572 loss_bbox_4: 0.2263 loss_giou_4: 0.3842 time: 0.2804 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 19:14:56] d2.utils.events INFO: eta: 1 day, 5:17:56 iter: 74159 total_loss: 6.198 loss_ce: 0.3391 loss_bbox: 0.2108 loss_giou: 0.3519 loss_ce_0: 0.5369 loss_bbox_0: 0.3561 loss_giou_0: 0.5451 loss_ce_1: 0.4399 loss_bbox_1: 0.2413 loss_giou_1: 0.3953 loss_ce_2: 0.3806 loss_bbox_2: 0.2202 loss_giou_2: 0.3636 loss_ce_3: 0.3499 loss_bbox_3: 0.2176 loss_giou_3: 0.3565 loss_ce_4: 0.3405 loss_bbox_4: 0.2116 loss_giou_4: 0.3503 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:02] d2.utils.events INFO: eta: 1 day, 5:17:13 iter: 74179 total_loss: 6.585 loss_ce: 0.3821 loss_bbox: 0.2228 loss_giou: 0.3827 loss_ce_0: 0.5636 loss_bbox_0: 0.3719 loss_giou_0: 0.5936 loss_ce_1: 0.4596 loss_bbox_1: 0.2708 loss_giou_1: 0.4437 loss_ce_2: 0.4056 loss_bbox_2: 0.2378 loss_giou_2: 0.4017 loss_ce_3: 0.3948 loss_bbox_3: 0.2284 loss_giou_3: 0.4008 loss_ce_4: 0.3814 loss_bbox_4: 0.2239 loss_giou_4: 0.3901 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:07] d2.utils.events INFO: eta: 1 day, 5:17:07 iter: 74199 total_loss: 6.55 loss_ce: 0.3585 loss_bbox: 0.2148 loss_giou: 0.3588 loss_ce_0: 0.5494 loss_bbox_0: 0.3689 loss_giou_0: 0.5588 loss_ce_1: 0.461 loss_bbox_1: 0.2515 loss_giou_1: 0.4195 loss_ce_2: 0.397 loss_bbox_2: 0.2288 loss_giou_2: 0.3793 loss_ce_3: 0.3628 loss_bbox_3: 0.2237 loss_giou_3: 0.3632 loss_ce_4: 0.3589 loss_bbox_4: 0.2174 loss_giou_4: 0.3644 time: 0.2804 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:13] d2.utils.events INFO: eta: 1 day, 5:17:30 iter: 74219 total_loss: 6.367 loss_ce: 0.3512 loss_bbox: 0.2043 loss_giou: 0.3548 loss_ce_0: 0.533 loss_bbox_0: 0.3583 loss_giou_0: 0.562 loss_ce_1: 0.4409 loss_bbox_1: 0.2412 loss_giou_1: 0.4077 loss_ce_2: 0.3845 loss_bbox_2: 0.2236 loss_giou_2: 0.3664 loss_ce_3: 0.3562 loss_bbox_3: 0.2107 loss_giou_3: 0.3574 loss_ce_4: 0.3586 loss_bbox_4: 0.2107 loss_giou_4: 0.3585 time: 0.2804 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:19] d2.utils.events INFO: eta: 1 day, 5:17:25 iter: 74239 total_loss: 6.64 loss_ce: 0.3931 loss_bbox: 0.215 loss_giou: 0.3782 loss_ce_0: 0.5889 loss_bbox_0: 0.367 loss_giou_0: 0.5674 loss_ce_1: 0.4743 loss_bbox_1: 0.2526 loss_giou_1: 0.427 loss_ce_2: 0.4327 loss_bbox_2: 0.2252 loss_giou_2: 0.4012 loss_ce_3: 0.4088 loss_bbox_3: 0.2207 loss_giou_3: 0.388 loss_ce_4: 0.3947 loss_bbox_4: 0.2169 loss_giou_4: 0.3822 time: 0.2804 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:24] d2.utils.events INFO: eta: 1 day, 5:17:19 iter: 74259 total_loss: 6.539 loss_ce: 0.3585 loss_bbox: 0.2181 loss_giou: 0.3698 loss_ce_0: 0.5541 loss_bbox_0: 0.3685 loss_giou_0: 0.5526 loss_ce_1: 0.458 loss_bbox_1: 0.257 loss_giou_1: 0.4204 loss_ce_2: 0.3967 loss_bbox_2: 0.2295 loss_giou_2: 0.3904 loss_ce_3: 0.3738 loss_bbox_3: 0.2224 loss_giou_3: 0.3804 loss_ce_4: 0.3626 loss_bbox_4: 0.2178 loss_giou_4: 0.375 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:30] d2.utils.events INFO: eta: 1 day, 5:16:58 iter: 74279 total_loss: 6.498 loss_ce: 0.3812 loss_bbox: 0.2237 loss_giou: 0.3555 loss_ce_0: 0.5401 loss_bbox_0: 0.3855 loss_giou_0: 0.5515 loss_ce_1: 0.4646 loss_bbox_1: 0.2632 loss_giou_1: 0.4125 loss_ce_2: 0.412 loss_bbox_2: 0.2407 loss_giou_2: 0.3757 loss_ce_3: 0.3988 loss_bbox_3: 0.2281 loss_giou_3: 0.3554 loss_ce_4: 0.38 loss_bbox_4: 0.2229 loss_giou_4: 0.3514 time: 0.2804 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:36] d2.utils.events INFO: eta: 1 day, 5:16:15 iter: 74299 total_loss: 6.373 loss_ce: 0.3511 loss_bbox: 0.2062 loss_giou: 0.377 loss_ce_0: 0.54 loss_bbox_0: 0.3451 loss_giou_0: 0.5722 loss_ce_1: 0.4475 loss_bbox_1: 0.2395 loss_giou_1: 0.4405 loss_ce_2: 0.3918 loss_bbox_2: 0.2114 loss_giou_2: 0.396 loss_ce_3: 0.3596 loss_bbox_3: 0.2114 loss_giou_3: 0.3839 loss_ce_4: 0.3526 loss_bbox_4: 0.2098 loss_giou_4: 0.381 time: 0.2804 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:41] d2.utils.events INFO: eta: 1 day, 5:16:19 iter: 74319 total_loss: 6.939 loss_ce: 0.3908 loss_bbox: 0.2128 loss_giou: 0.394 loss_ce_0: 0.5747 loss_bbox_0: 0.3637 loss_giou_0: 0.5959 loss_ce_1: 0.4782 loss_bbox_1: 0.2625 loss_giou_1: 0.4463 loss_ce_2: 0.4171 loss_bbox_2: 0.2313 loss_giou_2: 0.4177 loss_ce_3: 0.3956 loss_bbox_3: 0.2235 loss_giou_3: 0.4053 loss_ce_4: 0.3883 loss_bbox_4: 0.2167 loss_giou_4: 0.3971 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:47] d2.utils.events INFO: eta: 1 day, 5:16:28 iter: 74339 total_loss: 6.599 loss_ce: 0.3796 loss_bbox: 0.2117 loss_giou: 0.3807 loss_ce_0: 0.5588 loss_bbox_0: 0.355 loss_giou_0: 0.606 loss_ce_1: 0.4585 loss_bbox_1: 0.2491 loss_giou_1: 0.4287 loss_ce_2: 0.4079 loss_bbox_2: 0.2195 loss_giou_2: 0.4017 loss_ce_3: 0.3951 loss_bbox_3: 0.2044 loss_giou_3: 0.3844 loss_ce_4: 0.3778 loss_bbox_4: 0.2056 loss_giou_4: 0.3816 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:53] d2.utils.events INFO: eta: 1 day, 5:17:10 iter: 74359 total_loss: 6.566 loss_ce: 0.3633 loss_bbox: 0.208 loss_giou: 0.364 loss_ce_0: 0.5597 loss_bbox_0: 0.3521 loss_giou_0: 0.5711 loss_ce_1: 0.4441 loss_bbox_1: 0.2484 loss_giou_1: 0.4151 loss_ce_2: 0.3908 loss_bbox_2: 0.2163 loss_giou_2: 0.3948 loss_ce_3: 0.3628 loss_bbox_3: 0.2109 loss_giou_3: 0.3753 loss_ce_4: 0.366 loss_bbox_4: 0.2094 loss_giou_4: 0.3709 time: 0.2804 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 19:15:58] d2.utils.events INFO: eta: 1 day, 5:17:04 iter: 74379 total_loss: 6.474 loss_ce: 0.3687 loss_bbox: 0.2305 loss_giou: 0.3655 loss_ce_0: 0.5438 loss_bbox_0: 0.3606 loss_giou_0: 0.5312 loss_ce_1: 0.4541 loss_bbox_1: 0.2643 loss_giou_1: 0.4081 loss_ce_2: 0.3946 loss_bbox_2: 0.2395 loss_giou_2: 0.3797 loss_ce_3: 0.3729 loss_bbox_3: 0.2328 loss_giou_3: 0.3697 loss_ce_4: 0.3664 loss_bbox_4: 0.2309 loss_giou_4: 0.3687 time: 0.2804 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:04] d2.utils.events INFO: eta: 1 day, 5:17:23 iter: 74399 total_loss: 6.326 loss_ce: 0.3449 loss_bbox: 0.2148 loss_giou: 0.3775 loss_ce_0: 0.5373 loss_bbox_0: 0.3651 loss_giou_0: 0.5664 loss_ce_1: 0.4349 loss_bbox_1: 0.2526 loss_giou_1: 0.4179 loss_ce_2: 0.3743 loss_bbox_2: 0.2205 loss_giou_2: 0.3905 loss_ce_3: 0.3564 loss_bbox_3: 0.2159 loss_giou_3: 0.3798 loss_ce_4: 0.3422 loss_bbox_4: 0.2141 loss_giou_4: 0.3755 time: 0.2804 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:10] d2.utils.events INFO: eta: 1 day, 5:18:02 iter: 74419 total_loss: 6.501 loss_ce: 0.3646 loss_bbox: 0.221 loss_giou: 0.3784 loss_ce_0: 0.5658 loss_bbox_0: 0.3643 loss_giou_0: 0.5732 loss_ce_1: 0.4635 loss_bbox_1: 0.2529 loss_giou_1: 0.4307 loss_ce_2: 0.4147 loss_bbox_2: 0.2296 loss_giou_2: 0.3827 loss_ce_3: 0.3666 loss_bbox_3: 0.2269 loss_giou_3: 0.3814 loss_ce_4: 0.369 loss_bbox_4: 0.2206 loss_giou_4: 0.3731 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:16] d2.utils.events INFO: eta: 1 day, 5:19:18 iter: 74439 total_loss: 6.434 loss_ce: 0.3423 loss_bbox: 0.2053 loss_giou: 0.378 loss_ce_0: 0.5267 loss_bbox_0: 0.3525 loss_giou_0: 0.5772 loss_ce_1: 0.4348 loss_bbox_1: 0.2428 loss_giou_1: 0.4277 loss_ce_2: 0.378 loss_bbox_2: 0.2098 loss_giou_2: 0.3935 loss_ce_3: 0.3561 loss_bbox_3: 0.204 loss_giou_3: 0.3875 loss_ce_4: 0.3494 loss_bbox_4: 0.2072 loss_giou_4: 0.3758 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:21] d2.utils.events INFO: eta: 1 day, 5:19:37 iter: 74459 total_loss: 6.47 loss_ce: 0.369 loss_bbox: 0.2029 loss_giou: 0.3761 loss_ce_0: 0.5291 loss_bbox_0: 0.3444 loss_giou_0: 0.5499 loss_ce_1: 0.4473 loss_bbox_1: 0.2446 loss_giou_1: 0.4183 loss_ce_2: 0.3919 loss_bbox_2: 0.2227 loss_giou_2: 0.3893 loss_ce_3: 0.3705 loss_bbox_3: 0.2105 loss_giou_3: 0.3806 loss_ce_4: 0.3693 loss_bbox_4: 0.2067 loss_giou_4: 0.3725 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:27] d2.utils.events INFO: eta: 1 day, 5:19:19 iter: 74479 total_loss: 6.739 loss_ce: 0.3761 loss_bbox: 0.211 loss_giou: 0.3602 loss_ce_0: 0.5576 loss_bbox_0: 0.3611 loss_giou_0: 0.5468 loss_ce_1: 0.4657 loss_bbox_1: 0.2496 loss_giou_1: 0.4134 loss_ce_2: 0.3995 loss_bbox_2: 0.2218 loss_giou_2: 0.3764 loss_ce_3: 0.3868 loss_bbox_3: 0.2128 loss_giou_3: 0.3682 loss_ce_4: 0.3727 loss_bbox_4: 0.2108 loss_giou_4: 0.3647 time: 0.2804 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:33] d2.utils.events INFO: eta: 1 day, 5:18:34 iter: 74499 total_loss: 6.29 loss_ce: 0.3607 loss_bbox: 0.2095 loss_giou: 0.3676 loss_ce_0: 0.5452 loss_bbox_0: 0.3622 loss_giou_0: 0.5719 loss_ce_1: 0.444 loss_bbox_1: 0.2414 loss_giou_1: 0.4144 loss_ce_2: 0.3876 loss_bbox_2: 0.2212 loss_giou_2: 0.3808 loss_ce_3: 0.3666 loss_bbox_3: 0.215 loss_giou_3: 0.3724 loss_ce_4: 0.3592 loss_bbox_4: 0.2133 loss_giou_4: 0.3699 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:38] d2.utils.events INFO: eta: 1 day, 5:17:29 iter: 74519 total_loss: 6.643 loss_ce: 0.3702 loss_bbox: 0.2182 loss_giou: 0.3819 loss_ce_0: 0.5502 loss_bbox_0: 0.3671 loss_giou_0: 0.5625 loss_ce_1: 0.4567 loss_bbox_1: 0.2569 loss_giou_1: 0.431 loss_ce_2: 0.4119 loss_bbox_2: 0.2242 loss_giou_2: 0.4021 loss_ce_3: 0.3852 loss_bbox_3: 0.2187 loss_giou_3: 0.3856 loss_ce_4: 0.3787 loss_bbox_4: 0.2208 loss_giou_4: 0.3801 time: 0.2804 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:44] d2.utils.events INFO: eta: 1 day, 5:16:44 iter: 74539 total_loss: 6.738 loss_ce: 0.361 loss_bbox: 0.2211 loss_giou: 0.3855 loss_ce_0: 0.5604 loss_bbox_0: 0.3809 loss_giou_0: 0.5969 loss_ce_1: 0.4633 loss_bbox_1: 0.2674 loss_giou_1: 0.4429 loss_ce_2: 0.399 loss_bbox_2: 0.2368 loss_giou_2: 0.4031 loss_ce_3: 0.3703 loss_bbox_3: 0.23 loss_giou_3: 0.3968 loss_ce_4: 0.3635 loss_bbox_4: 0.2241 loss_giou_4: 0.3889 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:50] d2.utils.events INFO: eta: 1 day, 5:17:18 iter: 74559 total_loss: 6.625 loss_ce: 0.3705 loss_bbox: 0.2309 loss_giou: 0.3855 loss_ce_0: 0.5414 loss_bbox_0: 0.3593 loss_giou_0: 0.5742 loss_ce_1: 0.4515 loss_bbox_1: 0.2644 loss_giou_1: 0.443 loss_ce_2: 0.3916 loss_bbox_2: 0.2391 loss_giou_2: 0.4025 loss_ce_3: 0.3837 loss_bbox_3: 0.2294 loss_giou_3: 0.396 loss_ce_4: 0.3739 loss_bbox_4: 0.2316 loss_giou_4: 0.3876 time: 0.2804 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/02 19:16:55] d2.utils.events INFO: eta: 1 day, 5:17:17 iter: 74579 total_loss: 6.367 loss_ce: 0.3691 loss_bbox: 0.1949 loss_giou: 0.3522 loss_ce_0: 0.5476 loss_bbox_0: 0.3434 loss_giou_0: 0.5478 loss_ce_1: 0.4589 loss_bbox_1: 0.2318 loss_giou_1: 0.4173 loss_ce_2: 0.3985 loss_bbox_2: 0.2073 loss_giou_2: 0.3812 loss_ce_3: 0.3863 loss_bbox_3: 0.202 loss_giou_3: 0.3645 loss_ce_4: 0.3746 loss_bbox_4: 0.1987 loss_giou_4: 0.3585 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:01] d2.utils.events INFO: eta: 1 day, 5:16:27 iter: 74599 total_loss: 6.471 loss_ce: 0.3569 loss_bbox: 0.2249 loss_giou: 0.3864 loss_ce_0: 0.541 loss_bbox_0: 0.3501 loss_giou_0: 0.5433 loss_ce_1: 0.4528 loss_bbox_1: 0.2531 loss_giou_1: 0.4181 loss_ce_2: 0.3908 loss_bbox_2: 0.2368 loss_giou_2: 0.3979 loss_ce_3: 0.3611 loss_bbox_3: 0.2235 loss_giou_3: 0.3889 loss_ce_4: 0.352 loss_bbox_4: 0.2248 loss_giou_4: 0.387 time: 0.2804 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:06] d2.utils.events INFO: eta: 1 day, 5:16:01 iter: 74619 total_loss: 6.657 loss_ce: 0.3682 loss_bbox: 0.2331 loss_giou: 0.3876 loss_ce_0: 0.5563 loss_bbox_0: 0.3697 loss_giou_0: 0.5776 loss_ce_1: 0.4475 loss_bbox_1: 0.2682 loss_giou_1: 0.4376 loss_ce_2: 0.3961 loss_bbox_2: 0.245 loss_giou_2: 0.4032 loss_ce_3: 0.375 loss_bbox_3: 0.2406 loss_giou_3: 0.3912 loss_ce_4: 0.37 loss_bbox_4: 0.2359 loss_giou_4: 0.3865 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:13] d2.utils.events INFO: eta: 1 day, 5:15:22 iter: 74639 total_loss: 6.754 loss_ce: 0.3808 loss_bbox: 0.222 loss_giou: 0.3617 loss_ce_0: 0.5515 loss_bbox_0: 0.3629 loss_giou_0: 0.5541 loss_ce_1: 0.4689 loss_bbox_1: 0.2567 loss_giou_1: 0.4135 loss_ce_2: 0.4088 loss_bbox_2: 0.2339 loss_giou_2: 0.3785 loss_ce_3: 0.3917 loss_bbox_3: 0.224 loss_giou_3: 0.3713 loss_ce_4: 0.3762 loss_bbox_4: 0.2227 loss_giou_4: 0.3653 time: 0.2804 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:18] d2.utils.events INFO: eta: 1 day, 5:15:24 iter: 74659 total_loss: 6.51 loss_ce: 0.3568 loss_bbox: 0.2191 loss_giou: 0.3587 loss_ce_0: 0.5667 loss_bbox_0: 0.3494 loss_giou_0: 0.5395 loss_ce_1: 0.4607 loss_bbox_1: 0.2562 loss_giou_1: 0.3916 loss_ce_2: 0.4097 loss_bbox_2: 0.2293 loss_giou_2: 0.3678 loss_ce_3: 0.3741 loss_bbox_3: 0.2284 loss_giou_3: 0.3672 loss_ce_4: 0.3593 loss_bbox_4: 0.2194 loss_giou_4: 0.3613 time: 0.2804 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:24] d2.utils.events INFO: eta: 1 day, 5:15:18 iter: 74679 total_loss: 6.612 loss_ce: 0.3791 loss_bbox: 0.2096 loss_giou: 0.3744 loss_ce_0: 0.5582 loss_bbox_0: 0.3563 loss_giou_0: 0.5711 loss_ce_1: 0.4566 loss_bbox_1: 0.2535 loss_giou_1: 0.4263 loss_ce_2: 0.4024 loss_bbox_2: 0.2207 loss_giou_2: 0.3906 loss_ce_3: 0.3833 loss_bbox_3: 0.2154 loss_giou_3: 0.3849 loss_ce_4: 0.3784 loss_bbox_4: 0.2121 loss_giou_4: 0.376 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:30] d2.utils.events INFO: eta: 1 day, 5:15:24 iter: 74699 total_loss: 6.554 loss_ce: 0.3688 loss_bbox: 0.2121 loss_giou: 0.3628 loss_ce_0: 0.5371 loss_bbox_0: 0.3676 loss_giou_0: 0.5709 loss_ce_1: 0.4554 loss_bbox_1: 0.2538 loss_giou_1: 0.4082 loss_ce_2: 0.3962 loss_bbox_2: 0.2302 loss_giou_2: 0.3796 loss_ce_3: 0.3756 loss_bbox_3: 0.2146 loss_giou_3: 0.3638 loss_ce_4: 0.3706 loss_bbox_4: 0.2092 loss_giou_4: 0.3604 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:35] d2.utils.events INFO: eta: 1 day, 5:14:56 iter: 74719 total_loss: 6.437 loss_ce: 0.365 loss_bbox: 0.2133 loss_giou: 0.3878 loss_ce_0: 0.5355 loss_bbox_0: 0.3666 loss_giou_0: 0.5756 loss_ce_1: 0.453 loss_bbox_1: 0.2423 loss_giou_1: 0.4343 loss_ce_2: 0.3985 loss_bbox_2: 0.2289 loss_giou_2: 0.4117 loss_ce_3: 0.3758 loss_bbox_3: 0.2193 loss_giou_3: 0.3962 loss_ce_4: 0.3677 loss_bbox_4: 0.2168 loss_giou_4: 0.3884 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:41] d2.utils.events INFO: eta: 1 day, 5:14:29 iter: 74739 total_loss: 6.59 loss_ce: 0.3698 loss_bbox: 0.2276 loss_giou: 0.3954 loss_ce_0: 0.5483 loss_bbox_0: 0.3523 loss_giou_0: 0.5844 loss_ce_1: 0.4565 loss_bbox_1: 0.2571 loss_giou_1: 0.4371 loss_ce_2: 0.4109 loss_bbox_2: 0.2324 loss_giou_2: 0.4062 loss_ce_3: 0.3819 loss_bbox_3: 0.2319 loss_giou_3: 0.403 loss_ce_4: 0.3792 loss_bbox_4: 0.2271 loss_giou_4: 0.4005 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:47] d2.utils.events INFO: eta: 1 day, 5:14:23 iter: 74759 total_loss: 6.416 loss_ce: 0.3604 loss_bbox: 0.2137 loss_giou: 0.3526 loss_ce_0: 0.5541 loss_bbox_0: 0.3529 loss_giou_0: 0.5278 loss_ce_1: 0.4578 loss_bbox_1: 0.2435 loss_giou_1: 0.3868 loss_ce_2: 0.403 loss_bbox_2: 0.225 loss_giou_2: 0.3629 loss_ce_3: 0.3788 loss_bbox_3: 0.2138 loss_giou_3: 0.3561 loss_ce_4: 0.3631 loss_bbox_4: 0.2094 loss_giou_4: 0.3559 time: 0.2804 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:52] d2.utils.events INFO: eta: 1 day, 5:12:54 iter: 74779 total_loss: 6.44 loss_ce: 0.3549 loss_bbox: 0.1936 loss_giou: 0.3864 loss_ce_0: 0.5543 loss_bbox_0: 0.3562 loss_giou_0: 0.594 loss_ce_1: 0.4525 loss_bbox_1: 0.2344 loss_giou_1: 0.4374 loss_ce_2: 0.3908 loss_bbox_2: 0.2149 loss_giou_2: 0.3969 loss_ce_3: 0.3553 loss_bbox_3: 0.2 loss_giou_3: 0.3876 loss_ce_4: 0.3572 loss_bbox_4: 0.1936 loss_giou_4: 0.3853 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 19:17:58] d2.utils.events INFO: eta: 1 day, 5:12:36 iter: 74799 total_loss: 6.501 loss_ce: 0.3567 loss_bbox: 0.2184 loss_giou: 0.3711 loss_ce_0: 0.5558 loss_bbox_0: 0.3704 loss_giou_0: 0.5657 loss_ce_1: 0.4469 loss_bbox_1: 0.252 loss_giou_1: 0.4225 loss_ce_2: 0.3951 loss_bbox_2: 0.2283 loss_giou_2: 0.3841 loss_ce_3: 0.367 loss_bbox_3: 0.2239 loss_giou_3: 0.3819 loss_ce_4: 0.3629 loss_bbox_4: 0.2187 loss_giou_4: 0.3741 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:04] d2.utils.events INFO: eta: 1 day, 5:12:00 iter: 74819 total_loss: 6.484 loss_ce: 0.359 loss_bbox: 0.2068 loss_giou: 0.3508 loss_ce_0: 0.5447 loss_bbox_0: 0.3511 loss_giou_0: 0.5476 loss_ce_1: 0.4514 loss_bbox_1: 0.2422 loss_giou_1: 0.4028 loss_ce_2: 0.3907 loss_bbox_2: 0.2154 loss_giou_2: 0.3647 loss_ce_3: 0.3718 loss_bbox_3: 0.2087 loss_giou_3: 0.3608 loss_ce_4: 0.3559 loss_bbox_4: 0.2044 loss_giou_4: 0.3528 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:09] d2.utils.events INFO: eta: 1 day, 5:11:54 iter: 74839 total_loss: 6.27 loss_ce: 0.3429 loss_bbox: 0.2028 loss_giou: 0.3652 loss_ce_0: 0.5445 loss_bbox_0: 0.3415 loss_giou_0: 0.5669 loss_ce_1: 0.4451 loss_bbox_1: 0.2276 loss_giou_1: 0.4145 loss_ce_2: 0.3842 loss_bbox_2: 0.2095 loss_giou_2: 0.3825 loss_ce_3: 0.3473 loss_bbox_3: 0.2039 loss_giou_3: 0.3702 loss_ce_4: 0.3488 loss_bbox_4: 0.1968 loss_giou_4: 0.3688 time: 0.2804 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:15] d2.utils.events INFO: eta: 1 day, 5:09:50 iter: 74859 total_loss: 6.72 loss_ce: 0.3825 loss_bbox: 0.2179 loss_giou: 0.3669 loss_ce_0: 0.5787 loss_bbox_0: 0.3628 loss_giou_0: 0.5306 loss_ce_1: 0.4751 loss_bbox_1: 0.2552 loss_giou_1: 0.409 loss_ce_2: 0.4094 loss_bbox_2: 0.2281 loss_giou_2: 0.3789 loss_ce_3: 0.3851 loss_bbox_3: 0.2247 loss_giou_3: 0.371 loss_ce_4: 0.3735 loss_bbox_4: 0.2211 loss_giou_4: 0.3695 time: 0.2804 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:21] d2.utils.events INFO: eta: 1 day, 5:09:20 iter: 74879 total_loss: 6.521 loss_ce: 0.3846 loss_bbox: 0.2208 loss_giou: 0.3594 loss_ce_0: 0.5462 loss_bbox_0: 0.3752 loss_giou_0: 0.5547 loss_ce_1: 0.4667 loss_bbox_1: 0.2557 loss_giou_1: 0.4134 loss_ce_2: 0.4083 loss_bbox_2: 0.2308 loss_giou_2: 0.3779 loss_ce_3: 0.3839 loss_bbox_3: 0.2247 loss_giou_3: 0.3727 loss_ce_4: 0.3836 loss_bbox_4: 0.2199 loss_giou_4: 0.3606 time: 0.2804 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:26] d2.utils.events INFO: eta: 1 day, 5:08:23 iter: 74899 total_loss: 6.309 loss_ce: 0.3518 loss_bbox: 0.1974 loss_giou: 0.3628 loss_ce_0: 0.5403 loss_bbox_0: 0.3338 loss_giou_0: 0.5668 loss_ce_1: 0.4321 loss_bbox_1: 0.2257 loss_giou_1: 0.4191 loss_ce_2: 0.3785 loss_bbox_2: 0.2045 loss_giou_2: 0.3816 loss_ce_3: 0.3569 loss_bbox_3: 0.2023 loss_giou_3: 0.3707 loss_ce_4: 0.3583 loss_bbox_4: 0.2006 loss_giou_4: 0.3643 time: 0.2804 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:32] d2.utils.events INFO: eta: 1 day, 5:08:07 iter: 74919 total_loss: 6.322 loss_ce: 0.3391 loss_bbox: 0.206 loss_giou: 0.3382 loss_ce_0: 0.536 loss_bbox_0: 0.3571 loss_giou_0: 0.52 loss_ce_1: 0.4472 loss_bbox_1: 0.2524 loss_giou_1: 0.381 loss_ce_2: 0.3793 loss_bbox_2: 0.2151 loss_giou_2: 0.3521 loss_ce_3: 0.3499 loss_bbox_3: 0.2099 loss_giou_3: 0.3486 loss_ce_4: 0.3435 loss_bbox_4: 0.2085 loss_giou_4: 0.341 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:38] d2.utils.events INFO: eta: 1 day, 5:08:11 iter: 74939 total_loss: 6.723 loss_ce: 0.3704 loss_bbox: 0.2165 loss_giou: 0.382 loss_ce_0: 0.5682 loss_bbox_0: 0.3731 loss_giou_0: 0.5631 loss_ce_1: 0.4725 loss_bbox_1: 0.2581 loss_giou_1: 0.4316 loss_ce_2: 0.3973 loss_bbox_2: 0.2288 loss_giou_2: 0.401 loss_ce_3: 0.3792 loss_bbox_3: 0.2231 loss_giou_3: 0.3835 loss_ce_4: 0.3681 loss_bbox_4: 0.2193 loss_giou_4: 0.3804 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:43] d2.utils.events INFO: eta: 1 day, 5:07:59 iter: 74959 total_loss: 6.71 loss_ce: 0.3763 loss_bbox: 0.2126 loss_giou: 0.3684 loss_ce_0: 0.5751 loss_bbox_0: 0.3788 loss_giou_0: 0.5647 loss_ce_1: 0.4845 loss_bbox_1: 0.2468 loss_giou_1: 0.4229 loss_ce_2: 0.4087 loss_bbox_2: 0.2268 loss_giou_2: 0.3885 loss_ce_3: 0.3771 loss_bbox_3: 0.222 loss_giou_3: 0.3786 loss_ce_4: 0.38 loss_bbox_4: 0.2144 loss_giou_4: 0.3742 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:49] d2.utils.events INFO: eta: 1 day, 5:08:49 iter: 74979 total_loss: 6.347 loss_ce: 0.3673 loss_bbox: 0.2084 loss_giou: 0.3747 loss_ce_0: 0.5523 loss_bbox_0: 0.3555 loss_giou_0: 0.5502 loss_ce_1: 0.4535 loss_bbox_1: 0.2417 loss_giou_1: 0.4224 loss_ce_2: 0.3901 loss_bbox_2: 0.2197 loss_giou_2: 0.3931 loss_ce_3: 0.3706 loss_bbox_3: 0.2135 loss_giou_3: 0.3767 loss_ce_4: 0.3637 loss_bbox_4: 0.2087 loss_giou_4: 0.3752 time: 0.2804 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 19:18:55] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0074999.pth [11/02 19:18:57] d2.utils.events INFO: eta: 1 day, 5:09:11 iter: 74999 total_loss: 6.926 loss_ce: 0.386 loss_bbox: 0.228 loss_giou: 0.3918 loss_ce_0: 0.5865 loss_bbox_0: 0.3787 loss_giou_0: 0.6083 loss_ce_1: 0.4838 loss_bbox_1: 0.2657 loss_giou_1: 0.4527 loss_ce_2: 0.4267 loss_bbox_2: 0.2436 loss_giou_2: 0.4082 loss_ce_3: 0.4021 loss_bbox_3: 0.2367 loss_giou_3: 0.4005 loss_ce_4: 0.3894 loss_bbox_4: 0.235 loss_giou_4: 0.3933 time: 0.2804 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:02] d2.utils.events INFO: eta: 1 day, 5:08:38 iter: 75019 total_loss: 6.661 loss_ce: 0.3875 loss_bbox: 0.2174 loss_giou: 0.3621 loss_ce_0: 0.5687 loss_bbox_0: 0.3638 loss_giou_0: 0.5635 loss_ce_1: 0.4849 loss_bbox_1: 0.2539 loss_giou_1: 0.4087 loss_ce_2: 0.4137 loss_bbox_2: 0.2346 loss_giou_2: 0.3816 loss_ce_3: 0.3883 loss_bbox_3: 0.2216 loss_giou_3: 0.3694 loss_ce_4: 0.3801 loss_bbox_4: 0.2313 loss_giou_4: 0.3704 time: 0.2804 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:08] d2.utils.events INFO: eta: 1 day, 5:07:43 iter: 75039 total_loss: 6.708 loss_ce: 0.3644 loss_bbox: 0.2197 loss_giou: 0.365 loss_ce_0: 0.5748 loss_bbox_0: 0.3746 loss_giou_0: 0.5603 loss_ce_1: 0.4516 loss_bbox_1: 0.2624 loss_giou_1: 0.4212 loss_ce_2: 0.4016 loss_bbox_2: 0.2447 loss_giou_2: 0.3777 loss_ce_3: 0.3646 loss_bbox_3: 0.2309 loss_giou_3: 0.3771 loss_ce_4: 0.3625 loss_bbox_4: 0.2257 loss_giou_4: 0.3695 time: 0.2804 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:14] d2.utils.events INFO: eta: 1 day, 5:07:24 iter: 75059 total_loss: 6.564 loss_ce: 0.3781 loss_bbox: 0.2179 loss_giou: 0.3666 loss_ce_0: 0.5631 loss_bbox_0: 0.3758 loss_giou_0: 0.5521 loss_ce_1: 0.477 loss_bbox_1: 0.2515 loss_giou_1: 0.4177 loss_ce_2: 0.421 loss_bbox_2: 0.2341 loss_giou_2: 0.3864 loss_ce_3: 0.3889 loss_bbox_3: 0.2254 loss_giou_3: 0.3721 loss_ce_4: 0.3788 loss_bbox_4: 0.2194 loss_giou_4: 0.3683 time: 0.2804 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:20] d2.utils.events INFO: eta: 1 day, 5:07:02 iter: 75079 total_loss: 6.308 loss_ce: 0.3543 loss_bbox: 0.2114 loss_giou: 0.3452 loss_ce_0: 0.549 loss_bbox_0: 0.3517 loss_giou_0: 0.5408 loss_ce_1: 0.4505 loss_bbox_1: 0.2477 loss_giou_1: 0.385 loss_ce_2: 0.3836 loss_bbox_2: 0.2199 loss_giou_2: 0.3524 loss_ce_3: 0.3664 loss_bbox_3: 0.2199 loss_giou_3: 0.3513 loss_ce_4: 0.3563 loss_bbox_4: 0.2131 loss_giou_4: 0.3472 time: 0.2804 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:25] d2.utils.events INFO: eta: 1 day, 5:06:34 iter: 75099 total_loss: 6.397 loss_ce: 0.3545 loss_bbox: 0.2217 loss_giou: 0.3592 loss_ce_0: 0.5435 loss_bbox_0: 0.3666 loss_giou_0: 0.5388 loss_ce_1: 0.4557 loss_bbox_1: 0.2564 loss_giou_1: 0.4105 loss_ce_2: 0.3892 loss_bbox_2: 0.2319 loss_giou_2: 0.3809 loss_ce_3: 0.3574 loss_bbox_3: 0.2239 loss_giou_3: 0.3748 loss_ce_4: 0.3533 loss_bbox_4: 0.2206 loss_giou_4: 0.3684 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:31] d2.utils.events INFO: eta: 1 day, 5:06:02 iter: 75119 total_loss: 6.713 loss_ce: 0.3702 loss_bbox: 0.2258 loss_giou: 0.4089 loss_ce_0: 0.559 loss_bbox_0: 0.359 loss_giou_0: 0.6201 loss_ce_1: 0.4647 loss_bbox_1: 0.2526 loss_giou_1: 0.4721 loss_ce_2: 0.4045 loss_bbox_2: 0.2335 loss_giou_2: 0.4251 loss_ce_3: 0.382 loss_bbox_3: 0.2271 loss_giou_3: 0.4206 loss_ce_4: 0.3724 loss_bbox_4: 0.2262 loss_giou_4: 0.412 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:37] d2.utils.events INFO: eta: 1 day, 5:05:00 iter: 75139 total_loss: 6.589 loss_ce: 0.3843 loss_bbox: 0.2084 loss_giou: 0.3837 loss_ce_0: 0.5693 loss_bbox_0: 0.3664 loss_giou_0: 0.5901 loss_ce_1: 0.4731 loss_bbox_1: 0.255 loss_giou_1: 0.4368 loss_ce_2: 0.4133 loss_bbox_2: 0.2239 loss_giou_2: 0.3995 loss_ce_3: 0.3938 loss_bbox_3: 0.2119 loss_giou_3: 0.392 loss_ce_4: 0.3884 loss_bbox_4: 0.2122 loss_giou_4: 0.3844 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:42] d2.utils.events INFO: eta: 1 day, 5:04:55 iter: 75159 total_loss: 6.511 loss_ce: 0.3685 loss_bbox: 0.228 loss_giou: 0.3443 loss_ce_0: 0.5527 loss_bbox_0: 0.3744 loss_giou_0: 0.5603 loss_ce_1: 0.4516 loss_bbox_1: 0.2676 loss_giou_1: 0.4152 loss_ce_2: 0.3851 loss_bbox_2: 0.2425 loss_giou_2: 0.3706 loss_ce_3: 0.3656 loss_bbox_3: 0.2324 loss_giou_3: 0.3576 loss_ce_4: 0.3629 loss_bbox_4: 0.229 loss_giou_4: 0.3484 time: 0.2804 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:48] d2.utils.events INFO: eta: 1 day, 5:06:08 iter: 75179 total_loss: 6.48 loss_ce: 0.3677 loss_bbox: 0.2199 loss_giou: 0.3835 loss_ce_0: 0.5421 loss_bbox_0: 0.3631 loss_giou_0: 0.5884 loss_ce_1: 0.4498 loss_bbox_1: 0.248 loss_giou_1: 0.4281 loss_ce_2: 0.4037 loss_bbox_2: 0.2308 loss_giou_2: 0.3975 loss_ce_3: 0.3716 loss_bbox_3: 0.2255 loss_giou_3: 0.3871 loss_ce_4: 0.3713 loss_bbox_4: 0.2219 loss_giou_4: 0.3866 time: 0.2804 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:54] d2.utils.events INFO: eta: 1 day, 5:06:19 iter: 75199 total_loss: 6.451 loss_ce: 0.3453 loss_bbox: 0.2094 loss_giou: 0.3957 loss_ce_0: 0.5416 loss_bbox_0: 0.361 loss_giou_0: 0.5658 loss_ce_1: 0.4329 loss_bbox_1: 0.2528 loss_giou_1: 0.4407 loss_ce_2: 0.3755 loss_bbox_2: 0.2251 loss_giou_2: 0.4063 loss_ce_3: 0.362 loss_bbox_3: 0.2178 loss_giou_3: 0.3972 loss_ce_4: 0.35 loss_bbox_4: 0.2119 loss_giou_4: 0.3965 time: 0.2804 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 19:19:59] d2.utils.events INFO: eta: 1 day, 5:05:57 iter: 75219 total_loss: 6.672 loss_ce: 0.374 loss_bbox: 0.2099 loss_giou: 0.3702 loss_ce_0: 0.5752 loss_bbox_0: 0.3507 loss_giou_0: 0.5866 loss_ce_1: 0.4642 loss_bbox_1: 0.2392 loss_giou_1: 0.4343 loss_ce_2: 0.4018 loss_bbox_2: 0.221 loss_giou_2: 0.3998 loss_ce_3: 0.3866 loss_bbox_3: 0.2068 loss_giou_3: 0.3881 loss_ce_4: 0.378 loss_bbox_4: 0.2043 loss_giou_4: 0.3754 time: 0.2804 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:05] d2.utils.events INFO: eta: 1 day, 5:06:12 iter: 75239 total_loss: 6.576 loss_ce: 0.3622 loss_bbox: 0.2141 loss_giou: 0.3835 loss_ce_0: 0.5429 loss_bbox_0: 0.3545 loss_giou_0: 0.5794 loss_ce_1: 0.4648 loss_bbox_1: 0.2431 loss_giou_1: 0.4441 loss_ce_2: 0.395 loss_bbox_2: 0.2236 loss_giou_2: 0.4015 loss_ce_3: 0.3758 loss_bbox_3: 0.2118 loss_giou_3: 0.3932 loss_ce_4: 0.3642 loss_bbox_4: 0.2082 loss_giou_4: 0.3877 time: 0.2804 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:11] d2.utils.events INFO: eta: 1 day, 5:06:35 iter: 75259 total_loss: 6.565 loss_ce: 0.3758 loss_bbox: 0.2044 loss_giou: 0.368 loss_ce_0: 0.5424 loss_bbox_0: 0.371 loss_giou_0: 0.5746 loss_ce_1: 0.4521 loss_bbox_1: 0.2419 loss_giou_1: 0.4193 loss_ce_2: 0.3978 loss_bbox_2: 0.2189 loss_giou_2: 0.3886 loss_ce_3: 0.3782 loss_bbox_3: 0.2116 loss_giou_3: 0.3771 loss_ce_4: 0.3804 loss_bbox_4: 0.2091 loss_giou_4: 0.3705 time: 0.2804 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:17] d2.utils.events INFO: eta: 1 day, 5:06:33 iter: 75279 total_loss: 6.448 loss_ce: 0.3687 loss_bbox: 0.2067 loss_giou: 0.3598 loss_ce_0: 0.5676 loss_bbox_0: 0.3599 loss_giou_0: 0.5607 loss_ce_1: 0.4487 loss_bbox_1: 0.2432 loss_giou_1: 0.4113 loss_ce_2: 0.4081 loss_bbox_2: 0.2253 loss_giou_2: 0.3838 loss_ce_3: 0.3747 loss_bbox_3: 0.2182 loss_giou_3: 0.3731 loss_ce_4: 0.3732 loss_bbox_4: 0.2085 loss_giou_4: 0.3644 time: 0.2804 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:22] d2.utils.events INFO: eta: 1 day, 5:06:21 iter: 75299 total_loss: 6.362 loss_ce: 0.3426 loss_bbox: 0.2095 loss_giou: 0.3538 loss_ce_0: 0.532 loss_bbox_0: 0.3596 loss_giou_0: 0.5346 loss_ce_1: 0.4341 loss_bbox_1: 0.2408 loss_giou_1: 0.3906 loss_ce_2: 0.3754 loss_bbox_2: 0.2146 loss_giou_2: 0.3657 loss_ce_3: 0.3536 loss_bbox_3: 0.2149 loss_giou_3: 0.3691 loss_ce_4: 0.3453 loss_bbox_4: 0.2083 loss_giou_4: 0.3577 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:28] d2.utils.events INFO: eta: 1 day, 5:06:12 iter: 75319 total_loss: 6.345 loss_ce: 0.3419 loss_bbox: 0.2035 loss_giou: 0.3735 loss_ce_0: 0.5461 loss_bbox_0: 0.3469 loss_giou_0: 0.5711 loss_ce_1: 0.4354 loss_bbox_1: 0.2488 loss_giou_1: 0.4323 loss_ce_2: 0.3733 loss_bbox_2: 0.2216 loss_giou_2: 0.3978 loss_ce_3: 0.348 loss_bbox_3: 0.2114 loss_giou_3: 0.3799 loss_ce_4: 0.343 loss_bbox_4: 0.2067 loss_giou_4: 0.3753 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:33] d2.utils.events INFO: eta: 1 day, 5:05:58 iter: 75339 total_loss: 6.549 loss_ce: 0.3585 loss_bbox: 0.2171 loss_giou: 0.3774 loss_ce_0: 0.5515 loss_bbox_0: 0.375 loss_giou_0: 0.5847 loss_ce_1: 0.4501 loss_bbox_1: 0.2593 loss_giou_1: 0.4373 loss_ce_2: 0.397 loss_bbox_2: 0.2327 loss_giou_2: 0.4044 loss_ce_3: 0.3617 loss_bbox_3: 0.2248 loss_giou_3: 0.3878 loss_ce_4: 0.3568 loss_bbox_4: 0.2189 loss_giou_4: 0.376 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:39] d2.utils.events INFO: eta: 1 day, 5:05:39 iter: 75359 total_loss: 7.056 loss_ce: 0.4343 loss_bbox: 0.2237 loss_giou: 0.3845 loss_ce_0: 0.5795 loss_bbox_0: 0.3801 loss_giou_0: 0.5783 loss_ce_1: 0.512 loss_bbox_1: 0.2731 loss_giou_1: 0.4334 loss_ce_2: 0.448 loss_bbox_2: 0.2466 loss_giou_2: 0.4082 loss_ce_3: 0.4288 loss_bbox_3: 0.2343 loss_giou_3: 0.3964 loss_ce_4: 0.4304 loss_bbox_4: 0.2301 loss_giou_4: 0.3935 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:45] d2.utils.events INFO: eta: 1 day, 5:05:59 iter: 75379 total_loss: 6.999 loss_ce: 0.3989 loss_bbox: 0.224 loss_giou: 0.4125 loss_ce_0: 0.565 loss_bbox_0: 0.3654 loss_giou_0: 0.6196 loss_ce_1: 0.4804 loss_bbox_1: 0.2573 loss_giou_1: 0.4707 loss_ce_2: 0.4213 loss_bbox_2: 0.2409 loss_giou_2: 0.4314 loss_ce_3: 0.3972 loss_bbox_3: 0.2338 loss_giou_3: 0.4213 loss_ce_4: 0.4002 loss_bbox_4: 0.2264 loss_giou_4: 0.4122 time: 0.2804 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:51] d2.utils.events INFO: eta: 1 day, 5:05:59 iter: 75399 total_loss: 6.433 loss_ce: 0.3483 loss_bbox: 0.2182 loss_giou: 0.3807 loss_ce_0: 0.5414 loss_bbox_0: 0.3635 loss_giou_0: 0.5567 loss_ce_1: 0.4326 loss_bbox_1: 0.2567 loss_giou_1: 0.4158 loss_ce_2: 0.3776 loss_bbox_2: 0.238 loss_giou_2: 0.3892 loss_ce_3: 0.3553 loss_bbox_3: 0.2247 loss_giou_3: 0.3854 loss_ce_4: 0.3476 loss_bbox_4: 0.2216 loss_giou_4: 0.3825 time: 0.2804 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 19:20:56] d2.utils.events INFO: eta: 1 day, 5:05:50 iter: 75419 total_loss: 6.105 loss_ce: 0.3598 loss_bbox: 0.2091 loss_giou: 0.3579 loss_ce_0: 0.5631 loss_bbox_0: 0.3538 loss_giou_0: 0.5468 loss_ce_1: 0.4501 loss_bbox_1: 0.2415 loss_giou_1: 0.4054 loss_ce_2: 0.3918 loss_bbox_2: 0.2178 loss_giou_2: 0.3708 loss_ce_3: 0.3621 loss_bbox_3: 0.2156 loss_giou_3: 0.3625 loss_ce_4: 0.3659 loss_bbox_4: 0.2109 loss_giou_4: 0.3556 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:02] d2.utils.events INFO: eta: 1 day, 5:05:31 iter: 75439 total_loss: 6.629 loss_ce: 0.3819 loss_bbox: 0.216 loss_giou: 0.3888 loss_ce_0: 0.5686 loss_bbox_0: 0.366 loss_giou_0: 0.5705 loss_ce_1: 0.467 loss_bbox_1: 0.2519 loss_giou_1: 0.4356 loss_ce_2: 0.4052 loss_bbox_2: 0.2319 loss_giou_2: 0.4152 loss_ce_3: 0.3921 loss_bbox_3: 0.2201 loss_giou_3: 0.4032 loss_ce_4: 0.383 loss_bbox_4: 0.2147 loss_giou_4: 0.3921 time: 0.2804 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:08] d2.utils.events INFO: eta: 1 day, 5:05:11 iter: 75459 total_loss: 6.768 loss_ce: 0.382 loss_bbox: 0.2398 loss_giou: 0.3601 loss_ce_0: 0.5652 loss_bbox_0: 0.378 loss_giou_0: 0.5574 loss_ce_1: 0.4802 loss_bbox_1: 0.2684 loss_giou_1: 0.4071 loss_ce_2: 0.4267 loss_bbox_2: 0.2474 loss_giou_2: 0.383 loss_ce_3: 0.3801 loss_bbox_3: 0.2506 loss_giou_3: 0.3743 loss_ce_4: 0.379 loss_bbox_4: 0.243 loss_giou_4: 0.3639 time: 0.2804 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:13] d2.utils.events INFO: eta: 1 day, 5:05:05 iter: 75479 total_loss: 7.185 loss_ce: 0.4093 loss_bbox: 0.2279 loss_giou: 0.3985 loss_ce_0: 0.5829 loss_bbox_0: 0.3809 loss_giou_0: 0.5897 loss_ce_1: 0.4819 loss_bbox_1: 0.2717 loss_giou_1: 0.458 loss_ce_2: 0.4424 loss_bbox_2: 0.2461 loss_giou_2: 0.4196 loss_ce_3: 0.417 loss_bbox_3: 0.2295 loss_giou_3: 0.3994 loss_ce_4: 0.4058 loss_bbox_4: 0.2287 loss_giou_4: 0.3982 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:19] d2.utils.events INFO: eta: 1 day, 5:05:25 iter: 75499 total_loss: 6.464 loss_ce: 0.3702 loss_bbox: 0.2012 loss_giou: 0.3503 loss_ce_0: 0.5448 loss_bbox_0: 0.3561 loss_giou_0: 0.5598 loss_ce_1: 0.4616 loss_bbox_1: 0.2475 loss_giou_1: 0.4195 loss_ce_2: 0.4071 loss_bbox_2: 0.2181 loss_giou_2: 0.3713 loss_ce_3: 0.3773 loss_bbox_3: 0.2089 loss_giou_3: 0.3657 loss_ce_4: 0.3744 loss_bbox_4: 0.2046 loss_giou_4: 0.3577 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:25] d2.utils.events INFO: eta: 1 day, 5:06:32 iter: 75519 total_loss: 6.483 loss_ce: 0.3607 loss_bbox: 0.2067 loss_giou: 0.3792 loss_ce_0: 0.5537 loss_bbox_0: 0.354 loss_giou_0: 0.5922 loss_ce_1: 0.4484 loss_bbox_1: 0.2437 loss_giou_1: 0.4495 loss_ce_2: 0.3898 loss_bbox_2: 0.2251 loss_giou_2: 0.3995 loss_ce_3: 0.3671 loss_bbox_3: 0.2132 loss_giou_3: 0.3946 loss_ce_4: 0.3651 loss_bbox_4: 0.2069 loss_giou_4: 0.3833 time: 0.2804 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:30] d2.utils.events INFO: eta: 1 day, 5:06:41 iter: 75539 total_loss: 6.672 loss_ce: 0.3884 loss_bbox: 0.2088 loss_giou: 0.3814 loss_ce_0: 0.5596 loss_bbox_0: 0.353 loss_giou_0: 0.5897 loss_ce_1: 0.4656 loss_bbox_1: 0.2662 loss_giou_1: 0.4499 loss_ce_2: 0.4123 loss_bbox_2: 0.2338 loss_giou_2: 0.4023 loss_ce_3: 0.3921 loss_bbox_3: 0.2191 loss_giou_3: 0.3911 loss_ce_4: 0.3826 loss_bbox_4: 0.2116 loss_giou_4: 0.3845 time: 0.2804 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:36] d2.utils.events INFO: eta: 1 day, 5:06:53 iter: 75559 total_loss: 6.514 loss_ce: 0.3733 loss_bbox: 0.1999 loss_giou: 0.3556 loss_ce_0: 0.5466 loss_bbox_0: 0.3601 loss_giou_0: 0.5654 loss_ce_1: 0.4467 loss_bbox_1: 0.2487 loss_giou_1: 0.4124 loss_ce_2: 0.4095 loss_bbox_2: 0.2157 loss_giou_2: 0.3798 loss_ce_3: 0.3777 loss_bbox_3: 0.2089 loss_giou_3: 0.365 loss_ce_4: 0.3689 loss_bbox_4: 0.2058 loss_giou_4: 0.3602 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:42] d2.utils.events INFO: eta: 1 day, 5:07:45 iter: 75579 total_loss: 6.438 loss_ce: 0.3565 loss_bbox: 0.2116 loss_giou: 0.3898 loss_ce_0: 0.5272 loss_bbox_0: 0.3396 loss_giou_0: 0.5846 loss_ce_1: 0.4498 loss_bbox_1: 0.2364 loss_giou_1: 0.4482 loss_ce_2: 0.3957 loss_bbox_2: 0.2223 loss_giou_2: 0.4181 loss_ce_3: 0.3757 loss_bbox_3: 0.2151 loss_giou_3: 0.4009 loss_ce_4: 0.3582 loss_bbox_4: 0.206 loss_giou_4: 0.3998 time: 0.2804 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:47] d2.utils.events INFO: eta: 1 day, 5:07:39 iter: 75599 total_loss: 6.54 loss_ce: 0.3586 loss_bbox: 0.2311 loss_giou: 0.3636 loss_ce_0: 0.5206 loss_bbox_0: 0.3579 loss_giou_0: 0.5477 loss_ce_1: 0.4451 loss_bbox_1: 0.2537 loss_giou_1: 0.4112 loss_ce_2: 0.3785 loss_bbox_2: 0.2342 loss_giou_2: 0.3863 loss_ce_3: 0.3485 loss_bbox_3: 0.2286 loss_giou_3: 0.3668 loss_ce_4: 0.3544 loss_bbox_4: 0.2316 loss_giou_4: 0.3617 time: 0.2804 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:53] d2.utils.events INFO: eta: 1 day, 5:07:04 iter: 75619 total_loss: 6.311 loss_ce: 0.3445 loss_bbox: 0.2037 loss_giou: 0.3681 loss_ce_0: 0.5404 loss_bbox_0: 0.333 loss_giou_0: 0.5654 loss_ce_1: 0.443 loss_bbox_1: 0.2276 loss_giou_1: 0.4227 loss_ce_2: 0.3906 loss_bbox_2: 0.217 loss_giou_2: 0.3834 loss_ce_3: 0.3525 loss_bbox_3: 0.2101 loss_giou_3: 0.3782 loss_ce_4: 0.342 loss_bbox_4: 0.2047 loss_giou_4: 0.3699 time: 0.2804 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:21:59] d2.utils.events INFO: eta: 1 day, 5:07:22 iter: 75639 total_loss: 6.596 loss_ce: 0.3977 loss_bbox: 0.2034 loss_giou: 0.3375 loss_ce_0: 0.5507 loss_bbox_0: 0.3654 loss_giou_0: 0.55 loss_ce_1: 0.4789 loss_bbox_1: 0.244 loss_giou_1: 0.3983 loss_ce_2: 0.4341 loss_bbox_2: 0.2215 loss_giou_2: 0.3648 loss_ce_3: 0.405 loss_bbox_3: 0.2077 loss_giou_3: 0.3519 loss_ce_4: 0.3872 loss_bbox_4: 0.2077 loss_giou_4: 0.3448 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:04] d2.utils.events INFO: eta: 1 day, 5:07:03 iter: 75659 total_loss: 6.43 loss_ce: 0.3427 loss_bbox: 0.2302 loss_giou: 0.362 loss_ce_0: 0.5166 loss_bbox_0: 0.3634 loss_giou_0: 0.5735 loss_ce_1: 0.4329 loss_bbox_1: 0.2587 loss_giou_1: 0.4167 loss_ce_2: 0.3855 loss_bbox_2: 0.2329 loss_giou_2: 0.3928 loss_ce_3: 0.3558 loss_bbox_3: 0.233 loss_giou_3: 0.3742 loss_ce_4: 0.3441 loss_bbox_4: 0.2315 loss_giou_4: 0.3669 time: 0.2804 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:10] d2.utils.events INFO: eta: 1 day, 5:06:05 iter: 75679 total_loss: 6.67 loss_ce: 0.3926 loss_bbox: 0.223 loss_giou: 0.3728 loss_ce_0: 0.5567 loss_bbox_0: 0.356 loss_giou_0: 0.578 loss_ce_1: 0.464 loss_bbox_1: 0.2446 loss_giou_1: 0.4325 loss_ce_2: 0.4155 loss_bbox_2: 0.2291 loss_giou_2: 0.4009 loss_ce_3: 0.3884 loss_bbox_3: 0.2306 loss_giou_3: 0.3854 loss_ce_4: 0.3931 loss_bbox_4: 0.2284 loss_giou_4: 0.3805 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:16] d2.utils.events INFO: eta: 1 day, 5:05:49 iter: 75699 total_loss: 6.755 loss_ce: 0.3891 loss_bbox: 0.225 loss_giou: 0.3578 loss_ce_0: 0.5522 loss_bbox_0: 0.3697 loss_giou_0: 0.558 loss_ce_1: 0.4551 loss_bbox_1: 0.255 loss_giou_1: 0.4177 loss_ce_2: 0.4056 loss_bbox_2: 0.2365 loss_giou_2: 0.376 loss_ce_3: 0.3849 loss_bbox_3: 0.228 loss_giou_3: 0.3688 loss_ce_4: 0.3918 loss_bbox_4: 0.2298 loss_giou_4: 0.3626 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:21] d2.utils.events INFO: eta: 1 day, 5:05:54 iter: 75719 total_loss: 6.455 loss_ce: 0.3595 loss_bbox: 0.2145 loss_giou: 0.375 loss_ce_0: 0.5306 loss_bbox_0: 0.3482 loss_giou_0: 0.5821 loss_ce_1: 0.4461 loss_bbox_1: 0.2545 loss_giou_1: 0.4242 loss_ce_2: 0.3895 loss_bbox_2: 0.232 loss_giou_2: 0.3854 loss_ce_3: 0.381 loss_bbox_3: 0.2248 loss_giou_3: 0.3705 loss_ce_4: 0.3638 loss_bbox_4: 0.2168 loss_giou_4: 0.3715 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:27] d2.utils.events INFO: eta: 1 day, 5:05:48 iter: 75739 total_loss: 6.533 loss_ce: 0.3816 loss_bbox: 0.2189 loss_giou: 0.3552 loss_ce_0: 0.5509 loss_bbox_0: 0.3582 loss_giou_0: 0.5254 loss_ce_1: 0.4558 loss_bbox_1: 0.2523 loss_giou_1: 0.399 loss_ce_2: 0.4115 loss_bbox_2: 0.2313 loss_giou_2: 0.3713 loss_ce_3: 0.3897 loss_bbox_3: 0.2259 loss_giou_3: 0.3612 loss_ce_4: 0.3939 loss_bbox_4: 0.2179 loss_giou_4: 0.3543 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:33] d2.utils.events INFO: eta: 1 day, 5:06:42 iter: 75759 total_loss: 6.573 loss_ce: 0.3701 loss_bbox: 0.2164 loss_giou: 0.3657 loss_ce_0: 0.563 loss_bbox_0: 0.3672 loss_giou_0: 0.5645 loss_ce_1: 0.4672 loss_bbox_1: 0.2561 loss_giou_1: 0.4074 loss_ce_2: 0.4058 loss_bbox_2: 0.2342 loss_giou_2: 0.3796 loss_ce_3: 0.3775 loss_bbox_3: 0.2234 loss_giou_3: 0.3724 loss_ce_4: 0.3743 loss_bbox_4: 0.2169 loss_giou_4: 0.3677 time: 0.2804 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:39] d2.utils.events INFO: eta: 1 day, 5:07:19 iter: 75779 total_loss: 6.744 loss_ce: 0.3554 loss_bbox: 0.2133 loss_giou: 0.3915 loss_ce_0: 0.5618 loss_bbox_0: 0.3616 loss_giou_0: 0.6026 loss_ce_1: 0.4542 loss_bbox_1: 0.247 loss_giou_1: 0.4448 loss_ce_2: 0.3919 loss_bbox_2: 0.2205 loss_giou_2: 0.4093 loss_ce_3: 0.3664 loss_bbox_3: 0.2151 loss_giou_3: 0.3961 loss_ce_4: 0.3601 loss_bbox_4: 0.2138 loss_giou_4: 0.395 time: 0.2804 data_time: 0.0181 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:44] d2.utils.events INFO: eta: 1 day, 5:08:35 iter: 75799 total_loss: 6.623 loss_ce: 0.3785 loss_bbox: 0.2174 loss_giou: 0.3859 loss_ce_0: 0.5582 loss_bbox_0: 0.3705 loss_giou_0: 0.6047 loss_ce_1: 0.4783 loss_bbox_1: 0.244 loss_giou_1: 0.4445 loss_ce_2: 0.4097 loss_bbox_2: 0.2244 loss_giou_2: 0.4046 loss_ce_3: 0.386 loss_bbox_3: 0.2127 loss_giou_3: 0.3895 loss_ce_4: 0.3805 loss_bbox_4: 0.2147 loss_giou_4: 0.3811 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:50] d2.utils.events INFO: eta: 1 day, 5:09:28 iter: 75819 total_loss: 6.469 loss_ce: 0.3654 loss_bbox: 0.2165 loss_giou: 0.3768 loss_ce_0: 0.5477 loss_bbox_0: 0.3683 loss_giou_0: 0.5786 loss_ce_1: 0.4562 loss_bbox_1: 0.2565 loss_giou_1: 0.4315 loss_ce_2: 0.399 loss_bbox_2: 0.231 loss_giou_2: 0.3908 loss_ce_3: 0.3756 loss_bbox_3: 0.2223 loss_giou_3: 0.3855 loss_ce_4: 0.3651 loss_bbox_4: 0.2182 loss_giou_4: 0.3808 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:22:56] d2.utils.events INFO: eta: 1 day, 5:09:23 iter: 75839 total_loss: 6.344 loss_ce: 0.3577 loss_bbox: 0.2057 loss_giou: 0.3502 loss_ce_0: 0.5239 loss_bbox_0: 0.3558 loss_giou_0: 0.5448 loss_ce_1: 0.4457 loss_bbox_1: 0.2416 loss_giou_1: 0.4008 loss_ce_2: 0.3953 loss_bbox_2: 0.2201 loss_giou_2: 0.3642 loss_ce_3: 0.3679 loss_bbox_3: 0.2122 loss_giou_3: 0.3604 loss_ce_4: 0.3632 loss_bbox_4: 0.2092 loss_giou_4: 0.357 time: 0.2804 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:02] d2.utils.events INFO: eta: 1 day, 5:09:58 iter: 75859 total_loss: 6.156 loss_ce: 0.3315 loss_bbox: 0.2058 loss_giou: 0.3495 loss_ce_0: 0.5101 loss_bbox_0: 0.344 loss_giou_0: 0.5198 loss_ce_1: 0.4239 loss_bbox_1: 0.2381 loss_giou_1: 0.3969 loss_ce_2: 0.3663 loss_bbox_2: 0.2154 loss_giou_2: 0.3645 loss_ce_3: 0.3476 loss_bbox_3: 0.2131 loss_giou_3: 0.3548 loss_ce_4: 0.3315 loss_bbox_4: 0.2078 loss_giou_4: 0.3515 time: 0.2804 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:07] d2.utils.events INFO: eta: 1 day, 5:09:52 iter: 75879 total_loss: 6.287 loss_ce: 0.3557 loss_bbox: 0.2119 loss_giou: 0.3507 loss_ce_0: 0.5527 loss_bbox_0: 0.3518 loss_giou_0: 0.5269 loss_ce_1: 0.4323 loss_bbox_1: 0.2405 loss_giou_1: 0.3862 loss_ce_2: 0.3864 loss_bbox_2: 0.2228 loss_giou_2: 0.3636 loss_ce_3: 0.367 loss_bbox_3: 0.2189 loss_giou_3: 0.3561 loss_ce_4: 0.3595 loss_bbox_4: 0.2129 loss_giou_4: 0.3484 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:13] d2.utils.events INFO: eta: 1 day, 5:10:17 iter: 75899 total_loss: 6.916 loss_ce: 0.3833 loss_bbox: 0.2083 loss_giou: 0.4011 loss_ce_0: 0.5827 loss_bbox_0: 0.3683 loss_giou_0: 0.5953 loss_ce_1: 0.4612 loss_bbox_1: 0.2543 loss_giou_1: 0.4525 loss_ce_2: 0.4082 loss_bbox_2: 0.2235 loss_giou_2: 0.4105 loss_ce_3: 0.3842 loss_bbox_3: 0.2198 loss_giou_3: 0.4058 loss_ce_4: 0.3817 loss_bbox_4: 0.2127 loss_giou_4: 0.4013 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:18] d2.utils.events INFO: eta: 1 day, 5:10:11 iter: 75919 total_loss: 6.518 loss_ce: 0.3503 loss_bbox: 0.2231 loss_giou: 0.3649 loss_ce_0: 0.5538 loss_bbox_0: 0.3638 loss_giou_0: 0.5468 loss_ce_1: 0.4482 loss_bbox_1: 0.2711 loss_giou_1: 0.4067 loss_ce_2: 0.3907 loss_bbox_2: 0.2343 loss_giou_2: 0.3828 loss_ce_3: 0.364 loss_bbox_3: 0.2297 loss_giou_3: 0.373 loss_ce_4: 0.3621 loss_bbox_4: 0.2215 loss_giou_4: 0.3673 time: 0.2804 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:24] d2.utils.events INFO: eta: 1 day, 5:10:34 iter: 75939 total_loss: 6.525 loss_ce: 0.35 loss_bbox: 0.214 loss_giou: 0.3754 loss_ce_0: 0.5333 loss_bbox_0: 0.3579 loss_giou_0: 0.5521 loss_ce_1: 0.4399 loss_bbox_1: 0.2497 loss_giou_1: 0.4164 loss_ce_2: 0.3874 loss_bbox_2: 0.2275 loss_giou_2: 0.3813 loss_ce_3: 0.3567 loss_bbox_3: 0.2217 loss_giou_3: 0.3779 loss_ce_4: 0.3549 loss_bbox_4: 0.2161 loss_giou_4: 0.3756 time: 0.2804 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:30] d2.utils.events INFO: eta: 1 day, 5:11:04 iter: 75959 total_loss: 6.451 loss_ce: 0.3714 loss_bbox: 0.2052 loss_giou: 0.3521 loss_ce_0: 0.5573 loss_bbox_0: 0.3514 loss_giou_0: 0.5697 loss_ce_1: 0.4617 loss_bbox_1: 0.2444 loss_giou_1: 0.4104 loss_ce_2: 0.4016 loss_bbox_2: 0.2209 loss_giou_2: 0.375 loss_ce_3: 0.38 loss_bbox_3: 0.2121 loss_giou_3: 0.3617 loss_ce_4: 0.375 loss_bbox_4: 0.2101 loss_giou_4: 0.3534 time: 0.2804 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:36] d2.utils.events INFO: eta: 1 day, 5:10:54 iter: 75979 total_loss: 6.699 loss_ce: 0.372 loss_bbox: 0.2292 loss_giou: 0.3932 loss_ce_0: 0.5608 loss_bbox_0: 0.3693 loss_giou_0: 0.5512 loss_ce_1: 0.4644 loss_bbox_1: 0.2756 loss_giou_1: 0.4473 loss_ce_2: 0.403 loss_bbox_2: 0.2394 loss_giou_2: 0.4046 loss_ce_3: 0.3794 loss_bbox_3: 0.2314 loss_giou_3: 0.3976 loss_ce_4: 0.3725 loss_bbox_4: 0.2288 loss_giou_4: 0.3866 time: 0.2804 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:41] d2.utils.events INFO: eta: 1 day, 5:10:17 iter: 75999 total_loss: 6.561 loss_ce: 0.3334 loss_bbox: 0.2181 loss_giou: 0.3811 loss_ce_0: 0.5601 loss_bbox_0: 0.3577 loss_giou_0: 0.5961 loss_ce_1: 0.4342 loss_bbox_1: 0.2462 loss_giou_1: 0.4475 loss_ce_2: 0.3792 loss_bbox_2: 0.2268 loss_giou_2: 0.3924 loss_ce_3: 0.3519 loss_bbox_3: 0.2239 loss_giou_3: 0.3785 loss_ce_4: 0.3382 loss_bbox_4: 0.2198 loss_giou_4: 0.3763 time: 0.2804 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:47] d2.utils.events INFO: eta: 1 day, 5:10:47 iter: 76019 total_loss: 6.425 loss_ce: 0.3657 loss_bbox: 0.2224 loss_giou: 0.3708 loss_ce_0: 0.5449 loss_bbox_0: 0.362 loss_giou_0: 0.5605 loss_ce_1: 0.452 loss_bbox_1: 0.2495 loss_giou_1: 0.4198 loss_ce_2: 0.3971 loss_bbox_2: 0.2309 loss_giou_2: 0.388 loss_ce_3: 0.3712 loss_bbox_3: 0.2282 loss_giou_3: 0.3782 loss_ce_4: 0.3593 loss_bbox_4: 0.227 loss_giou_4: 0.3724 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:53] d2.utils.events INFO: eta: 1 day, 5:10:48 iter: 76039 total_loss: 6.44 loss_ce: 0.3859 loss_bbox: 0.2125 loss_giou: 0.3463 loss_ce_0: 0.574 loss_bbox_0: 0.3751 loss_giou_0: 0.559 loss_ce_1: 0.4698 loss_bbox_1: 0.2471 loss_giou_1: 0.3988 loss_ce_2: 0.4193 loss_bbox_2: 0.2288 loss_giou_2: 0.3621 loss_ce_3: 0.3933 loss_bbox_3: 0.2185 loss_giou_3: 0.3498 loss_ce_4: 0.389 loss_bbox_4: 0.215 loss_giou_4: 0.3466 time: 0.2804 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:23:58] d2.utils.events INFO: eta: 1 day, 5:10:43 iter: 76059 total_loss: 6.777 loss_ce: 0.3772 loss_bbox: 0.199 loss_giou: 0.3811 loss_ce_0: 0.5513 loss_bbox_0: 0.3566 loss_giou_0: 0.5934 loss_ce_1: 0.4654 loss_bbox_1: 0.24 loss_giou_1: 0.4324 loss_ce_2: 0.4087 loss_bbox_2: 0.2194 loss_giou_2: 0.4046 loss_ce_3: 0.3867 loss_bbox_3: 0.2088 loss_giou_3: 0.3862 loss_ce_4: 0.3697 loss_bbox_4: 0.208 loss_giou_4: 0.384 time: 0.2804 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:04] d2.utils.events INFO: eta: 1 day, 5:11:02 iter: 76079 total_loss: 6.354 loss_ce: 0.3642 loss_bbox: 0.2038 loss_giou: 0.3586 loss_ce_0: 0.5628 loss_bbox_0: 0.3515 loss_giou_0: 0.5726 loss_ce_1: 0.4487 loss_bbox_1: 0.2384 loss_giou_1: 0.4255 loss_ce_2: 0.3973 loss_bbox_2: 0.2202 loss_giou_2: 0.3814 loss_ce_3: 0.3763 loss_bbox_3: 0.21 loss_giou_3: 0.3695 loss_ce_4: 0.3677 loss_bbox_4: 0.2019 loss_giou_4: 0.3572 time: 0.2804 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:10] d2.utils.events INFO: eta: 1 day, 5:10:56 iter: 76099 total_loss: 6.295 loss_ce: 0.3298 loss_bbox: 0.2084 loss_giou: 0.3662 loss_ce_0: 0.5108 loss_bbox_0: 0.3569 loss_giou_0: 0.5731 loss_ce_1: 0.4228 loss_bbox_1: 0.2407 loss_giou_1: 0.4198 loss_ce_2: 0.3681 loss_bbox_2: 0.2213 loss_giou_2: 0.3812 loss_ce_3: 0.328 loss_bbox_3: 0.2125 loss_giou_3: 0.3752 loss_ce_4: 0.3259 loss_bbox_4: 0.2098 loss_giou_4: 0.3711 time: 0.2804 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:15] d2.utils.events INFO: eta: 1 day, 5:11:01 iter: 76119 total_loss: 6.48 loss_ce: 0.369 loss_bbox: 0.2141 loss_giou: 0.359 loss_ce_0: 0.5512 loss_bbox_0: 0.3628 loss_giou_0: 0.5499 loss_ce_1: 0.4624 loss_bbox_1: 0.2498 loss_giou_1: 0.4183 loss_ce_2: 0.3967 loss_bbox_2: 0.2307 loss_giou_2: 0.3785 loss_ce_3: 0.379 loss_bbox_3: 0.223 loss_giou_3: 0.3619 loss_ce_4: 0.3754 loss_bbox_4: 0.2187 loss_giou_4: 0.3612 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:21] d2.utils.events INFO: eta: 1 day, 5:10:52 iter: 76139 total_loss: 6.547 loss_ce: 0.3582 loss_bbox: 0.2228 loss_giou: 0.3845 loss_ce_0: 0.5553 loss_bbox_0: 0.3569 loss_giou_0: 0.5732 loss_ce_1: 0.4426 loss_bbox_1: 0.264 loss_giou_1: 0.4403 loss_ce_2: 0.388 loss_bbox_2: 0.2428 loss_giou_2: 0.4029 loss_ce_3: 0.3595 loss_bbox_3: 0.2282 loss_giou_3: 0.3961 loss_ce_4: 0.361 loss_bbox_4: 0.2273 loss_giou_4: 0.3872 time: 0.2804 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:27] d2.utils.events INFO: eta: 1 day, 5:10:53 iter: 76159 total_loss: 6.449 loss_ce: 0.3367 loss_bbox: 0.2156 loss_giou: 0.3641 loss_ce_0: 0.5308 loss_bbox_0: 0.364 loss_giou_0: 0.5491 loss_ce_1: 0.4132 loss_bbox_1: 0.2455 loss_giou_1: 0.4153 loss_ce_2: 0.3751 loss_bbox_2: 0.2197 loss_giou_2: 0.3728 loss_ce_3: 0.3518 loss_bbox_3: 0.2166 loss_giou_3: 0.3613 loss_ce_4: 0.343 loss_bbox_4: 0.2158 loss_giou_4: 0.3619 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:32] d2.utils.events INFO: eta: 1 day, 5:10:46 iter: 76179 total_loss: 6.52 loss_ce: 0.3604 loss_bbox: 0.2036 loss_giou: 0.392 loss_ce_0: 0.5365 loss_bbox_0: 0.3415 loss_giou_0: 0.5981 loss_ce_1: 0.4434 loss_bbox_1: 0.2438 loss_giou_1: 0.4459 loss_ce_2: 0.3955 loss_bbox_2: 0.2124 loss_giou_2: 0.402 loss_ce_3: 0.3617 loss_bbox_3: 0.2087 loss_giou_3: 0.3977 loss_ce_4: 0.3614 loss_bbox_4: 0.2054 loss_giou_4: 0.3952 time: 0.2804 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:38] d2.utils.events INFO: eta: 1 day, 5:10:22 iter: 76199 total_loss: 6.534 loss_ce: 0.3533 loss_bbox: 0.212 loss_giou: 0.3681 loss_ce_0: 0.544 loss_bbox_0: 0.3541 loss_giou_0: 0.5522 loss_ce_1: 0.4422 loss_bbox_1: 0.2438 loss_giou_1: 0.4209 loss_ce_2: 0.3956 loss_bbox_2: 0.2206 loss_giou_2: 0.3891 loss_ce_3: 0.3689 loss_bbox_3: 0.2167 loss_giou_3: 0.3725 loss_ce_4: 0.3581 loss_bbox_4: 0.2111 loss_giou_4: 0.3673 time: 0.2804 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:44] d2.utils.events INFO: eta: 1 day, 5:10:27 iter: 76219 total_loss: 6.807 loss_ce: 0.3845 loss_bbox: 0.2257 loss_giou: 0.3772 loss_ce_0: 0.5511 loss_bbox_0: 0.38 loss_giou_0: 0.5784 loss_ce_1: 0.4694 loss_bbox_1: 0.2773 loss_giou_1: 0.4289 loss_ce_2: 0.4088 loss_bbox_2: 0.2489 loss_giou_2: 0.402 loss_ce_3: 0.3969 loss_bbox_3: 0.2354 loss_giou_3: 0.384 loss_ce_4: 0.3904 loss_bbox_4: 0.2297 loss_giou_4: 0.3783 time: 0.2804 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:50] d2.utils.events INFO: eta: 1 day, 5:10:17 iter: 76239 total_loss: 6.395 loss_ce: 0.3807 loss_bbox: 0.2044 loss_giou: 0.3654 loss_ce_0: 0.5525 loss_bbox_0: 0.3522 loss_giou_0: 0.5607 loss_ce_1: 0.4532 loss_bbox_1: 0.2452 loss_giou_1: 0.4204 loss_ce_2: 0.4023 loss_bbox_2: 0.2216 loss_giou_2: 0.3893 loss_ce_3: 0.386 loss_bbox_3: 0.2117 loss_giou_3: 0.375 loss_ce_4: 0.3819 loss_bbox_4: 0.2074 loss_giou_4: 0.3721 time: 0.2804 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 19:24:55] d2.utils.events INFO: eta: 1 day, 5:09:35 iter: 76259 total_loss: 6.578 loss_ce: 0.3669 loss_bbox: 0.2141 loss_giou: 0.3753 loss_ce_0: 0.5374 loss_bbox_0: 0.3551 loss_giou_0: 0.5796 loss_ce_1: 0.4323 loss_bbox_1: 0.2532 loss_giou_1: 0.438 loss_ce_2: 0.3961 loss_bbox_2: 0.2267 loss_giou_2: 0.3953 loss_ce_3: 0.3833 loss_bbox_3: 0.2186 loss_giou_3: 0.3836 loss_ce_4: 0.3655 loss_bbox_4: 0.214 loss_giou_4: 0.383 time: 0.2804 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:01] d2.utils.events INFO: eta: 1 day, 5:09:49 iter: 76279 total_loss: 6.624 loss_ce: 0.3675 loss_bbox: 0.224 loss_giou: 0.3749 loss_ce_0: 0.5494 loss_bbox_0: 0.3587 loss_giou_0: 0.5435 loss_ce_1: 0.4534 loss_bbox_1: 0.261 loss_giou_1: 0.417 loss_ce_2: 0.3934 loss_bbox_2: 0.2353 loss_giou_2: 0.3895 loss_ce_3: 0.3747 loss_bbox_3: 0.2288 loss_giou_3: 0.3773 loss_ce_4: 0.3679 loss_bbox_4: 0.229 loss_giou_4: 0.3729 time: 0.2804 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:06] d2.utils.events INFO: eta: 1 day, 5:10:10 iter: 76299 total_loss: 6.526 loss_ce: 0.3591 loss_bbox: 0.2109 loss_giou: 0.3818 loss_ce_0: 0.5545 loss_bbox_0: 0.367 loss_giou_0: 0.5974 loss_ce_1: 0.4495 loss_bbox_1: 0.2516 loss_giou_1: 0.4351 loss_ce_2: 0.3919 loss_bbox_2: 0.2211 loss_giou_2: 0.4011 loss_ce_3: 0.37 loss_bbox_3: 0.2187 loss_giou_3: 0.3861 loss_ce_4: 0.3637 loss_bbox_4: 0.2122 loss_giou_4: 0.3847 time: 0.2804 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:12] d2.utils.events INFO: eta: 1 day, 5:10:06 iter: 76319 total_loss: 6.091 loss_ce: 0.3312 loss_bbox: 0.2016 loss_giou: 0.3478 loss_ce_0: 0.5107 loss_bbox_0: 0.3436 loss_giou_0: 0.5268 loss_ce_1: 0.4263 loss_bbox_1: 0.2319 loss_giou_1: 0.3945 loss_ce_2: 0.3567 loss_bbox_2: 0.221 loss_giou_2: 0.3643 loss_ce_3: 0.3387 loss_bbox_3: 0.2078 loss_giou_3: 0.3466 loss_ce_4: 0.3367 loss_bbox_4: 0.2039 loss_giou_4: 0.3489 time: 0.2804 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:18] d2.utils.events INFO: eta: 1 day, 5:10:33 iter: 76339 total_loss: 6.708 loss_ce: 0.3853 loss_bbox: 0.217 loss_giou: 0.4033 loss_ce_0: 0.5523 loss_bbox_0: 0.3509 loss_giou_0: 0.6156 loss_ce_1: 0.4627 loss_bbox_1: 0.2533 loss_giou_1: 0.4541 loss_ce_2: 0.426 loss_bbox_2: 0.2321 loss_giou_2: 0.425 loss_ce_3: 0.3999 loss_bbox_3: 0.2218 loss_giou_3: 0.4065 loss_ce_4: 0.3853 loss_bbox_4: 0.2178 loss_giou_4: 0.4056 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:23] d2.utils.events INFO: eta: 1 day, 5:09:56 iter: 76359 total_loss: 6.726 loss_ce: 0.384 loss_bbox: 0.2193 loss_giou: 0.3769 loss_ce_0: 0.5709 loss_bbox_0: 0.3817 loss_giou_0: 0.5957 loss_ce_1: 0.4753 loss_bbox_1: 0.2557 loss_giou_1: 0.4422 loss_ce_2: 0.4198 loss_bbox_2: 0.2354 loss_giou_2: 0.3995 loss_ce_3: 0.4004 loss_bbox_3: 0.2221 loss_giou_3: 0.3836 loss_ce_4: 0.3872 loss_bbox_4: 0.2172 loss_giou_4: 0.3774 time: 0.2804 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:29] d2.utils.events INFO: eta: 1 day, 5:09:31 iter: 76379 total_loss: 6.251 loss_ce: 0.3657 loss_bbox: 0.2094 loss_giou: 0.3563 loss_ce_0: 0.5576 loss_bbox_0: 0.3568 loss_giou_0: 0.5375 loss_ce_1: 0.4524 loss_bbox_1: 0.2432 loss_giou_1: 0.3987 loss_ce_2: 0.4087 loss_bbox_2: 0.2204 loss_giou_2: 0.374 loss_ce_3: 0.3713 loss_bbox_3: 0.2135 loss_giou_3: 0.364 loss_ce_4: 0.3607 loss_bbox_4: 0.2099 loss_giou_4: 0.3597 time: 0.2804 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:35] d2.utils.events INFO: eta: 1 day, 5:09:02 iter: 76399 total_loss: 6.381 loss_ce: 0.3575 loss_bbox: 0.2078 loss_giou: 0.3597 loss_ce_0: 0.5599 loss_bbox_0: 0.3498 loss_giou_0: 0.5368 loss_ce_1: 0.4443 loss_bbox_1: 0.2485 loss_giou_1: 0.3989 loss_ce_2: 0.3921 loss_bbox_2: 0.2198 loss_giou_2: 0.367 loss_ce_3: 0.3676 loss_bbox_3: 0.216 loss_giou_3: 0.3663 loss_ce_4: 0.3581 loss_bbox_4: 0.2084 loss_giou_4: 0.3595 time: 0.2804 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:40] d2.utils.events INFO: eta: 1 day, 5:09:00 iter: 76419 total_loss: 6.47 loss_ce: 0.3594 loss_bbox: 0.1956 loss_giou: 0.3818 loss_ce_0: 0.5488 loss_bbox_0: 0.3399 loss_giou_0: 0.578 loss_ce_1: 0.4317 loss_bbox_1: 0.2367 loss_giou_1: 0.4292 loss_ce_2: 0.3779 loss_bbox_2: 0.2119 loss_giou_2: 0.4001 loss_ce_3: 0.3469 loss_bbox_3: 0.2032 loss_giou_3: 0.389 loss_ce_4: 0.3408 loss_bbox_4: 0.201 loss_giou_4: 0.3833 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:46] d2.utils.events INFO: eta: 1 day, 5:09:31 iter: 76439 total_loss: 6.791 loss_ce: 0.3896 loss_bbox: 0.2125 loss_giou: 0.3634 loss_ce_0: 0.5638 loss_bbox_0: 0.3686 loss_giou_0: 0.5791 loss_ce_1: 0.4689 loss_bbox_1: 0.2421 loss_giou_1: 0.4201 loss_ce_2: 0.3886 loss_bbox_2: 0.2266 loss_giou_2: 0.3827 loss_ce_3: 0.375 loss_bbox_3: 0.2186 loss_giou_3: 0.3782 loss_ce_4: 0.3789 loss_bbox_4: 0.2143 loss_giou_4: 0.3687 time: 0.2804 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:52] d2.utils.events INFO: eta: 1 day, 5:09:21 iter: 76459 total_loss: 6.697 loss_ce: 0.3895 loss_bbox: 0.2041 loss_giou: 0.3592 loss_ce_0: 0.5511 loss_bbox_0: 0.3755 loss_giou_0: 0.5795 loss_ce_1: 0.4574 loss_bbox_1: 0.2476 loss_giou_1: 0.4318 loss_ce_2: 0.3975 loss_bbox_2: 0.2168 loss_giou_2: 0.3912 loss_ce_3: 0.3929 loss_bbox_3: 0.2081 loss_giou_3: 0.3731 loss_ce_4: 0.386 loss_bbox_4: 0.2067 loss_giou_4: 0.3669 time: 0.2804 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 19:25:58] d2.utils.events INFO: eta: 1 day, 5:09:03 iter: 76479 total_loss: 6.669 loss_ce: 0.3841 loss_bbox: 0.2102 loss_giou: 0.3643 loss_ce_0: 0.5829 loss_bbox_0: 0.3549 loss_giou_0: 0.5412 loss_ce_1: 0.476 loss_bbox_1: 0.2478 loss_giou_1: 0.4207 loss_ce_2: 0.4205 loss_bbox_2: 0.2203 loss_giou_2: 0.3873 loss_ce_3: 0.3944 loss_bbox_3: 0.2148 loss_giou_3: 0.3737 loss_ce_4: 0.3898 loss_bbox_4: 0.2153 loss_giou_4: 0.3693 time: 0.2804 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:03] d2.utils.events INFO: eta: 1 day, 5:08:47 iter: 76499 total_loss: 6.507 loss_ce: 0.3676 loss_bbox: 0.2152 loss_giou: 0.3768 loss_ce_0: 0.5435 loss_bbox_0: 0.3629 loss_giou_0: 0.5795 loss_ce_1: 0.4494 loss_bbox_1: 0.2582 loss_giou_1: 0.4327 loss_ce_2: 0.3987 loss_bbox_2: 0.2349 loss_giou_2: 0.3938 loss_ce_3: 0.3723 loss_bbox_3: 0.225 loss_giou_3: 0.3778 loss_ce_4: 0.3713 loss_bbox_4: 0.2195 loss_giou_4: 0.3791 time: 0.2804 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:09] d2.utils.events INFO: eta: 1 day, 5:07:43 iter: 76519 total_loss: 6.903 loss_ce: 0.3874 loss_bbox: 0.2086 loss_giou: 0.3927 loss_ce_0: 0.5748 loss_bbox_0: 0.3659 loss_giou_0: 0.624 loss_ce_1: 0.4629 loss_bbox_1: 0.2546 loss_giou_1: 0.4576 loss_ce_2: 0.4194 loss_bbox_2: 0.227 loss_giou_2: 0.413 loss_ce_3: 0.3927 loss_bbox_3: 0.215 loss_giou_3: 0.3973 loss_ce_4: 0.3878 loss_bbox_4: 0.2129 loss_giou_4: 0.3929 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:15] d2.utils.events INFO: eta: 1 day, 5:07:26 iter: 76539 total_loss: 6.478 loss_ce: 0.3634 loss_bbox: 0.2132 loss_giou: 0.3866 loss_ce_0: 0.5488 loss_bbox_0: 0.3638 loss_giou_0: 0.5936 loss_ce_1: 0.4479 loss_bbox_1: 0.2401 loss_giou_1: 0.4406 loss_ce_2: 0.3955 loss_bbox_2: 0.2135 loss_giou_2: 0.4032 loss_ce_3: 0.372 loss_bbox_3: 0.218 loss_giou_3: 0.3959 loss_ce_4: 0.3687 loss_bbox_4: 0.213 loss_giou_4: 0.3906 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:20] d2.utils.events INFO: eta: 1 day, 5:07:01 iter: 76559 total_loss: 6.098 loss_ce: 0.3498 loss_bbox: 0.2064 loss_giou: 0.3363 loss_ce_0: 0.5496 loss_bbox_0: 0.3588 loss_giou_0: 0.5389 loss_ce_1: 0.4393 loss_bbox_1: 0.2495 loss_giou_1: 0.4021 loss_ce_2: 0.3752 loss_bbox_2: 0.225 loss_giou_2: 0.3678 loss_ce_3: 0.355 loss_bbox_3: 0.2114 loss_giou_3: 0.3489 loss_ce_4: 0.353 loss_bbox_4: 0.2082 loss_giou_4: 0.3469 time: 0.2804 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:26] d2.utils.events INFO: eta: 1 day, 5:06:50 iter: 76579 total_loss: 6.533 loss_ce: 0.3766 loss_bbox: 0.2196 loss_giou: 0.3753 loss_ce_0: 0.5489 loss_bbox_0: 0.3561 loss_giou_0: 0.5585 loss_ce_1: 0.4773 loss_bbox_1: 0.2504 loss_giou_1: 0.4199 loss_ce_2: 0.403 loss_bbox_2: 0.2242 loss_giou_2: 0.3875 loss_ce_3: 0.3853 loss_bbox_3: 0.224 loss_giou_3: 0.3733 loss_ce_4: 0.3791 loss_bbox_4: 0.2212 loss_giou_4: 0.3754 time: 0.2804 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:32] d2.utils.events INFO: eta: 1 day, 5:06:56 iter: 76599 total_loss: 6.912 loss_ce: 0.3734 loss_bbox: 0.2323 loss_giou: 0.3934 loss_ce_0: 0.551 loss_bbox_0: 0.3738 loss_giou_0: 0.6028 loss_ce_1: 0.4584 loss_bbox_1: 0.2608 loss_giou_1: 0.456 loss_ce_2: 0.4136 loss_bbox_2: 0.2489 loss_giou_2: 0.4103 loss_ce_3: 0.3826 loss_bbox_3: 0.2385 loss_giou_3: 0.4022 loss_ce_4: 0.3737 loss_bbox_4: 0.2346 loss_giou_4: 0.3958 time: 0.2804 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:37] d2.utils.events INFO: eta: 1 day, 5:07:51 iter: 76619 total_loss: 6.413 loss_ce: 0.3504 loss_bbox: 0.2279 loss_giou: 0.3618 loss_ce_0: 0.5272 loss_bbox_0: 0.3702 loss_giou_0: 0.5535 loss_ce_1: 0.4273 loss_bbox_1: 0.2659 loss_giou_1: 0.4135 loss_ce_2: 0.3818 loss_bbox_2: 0.2383 loss_giou_2: 0.3698 loss_ce_3: 0.3602 loss_bbox_3: 0.2261 loss_giou_3: 0.3683 loss_ce_4: 0.3511 loss_bbox_4: 0.2274 loss_giou_4: 0.3635 time: 0.2804 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:43] d2.utils.events INFO: eta: 1 day, 5:07:04 iter: 76639 total_loss: 6.89 loss_ce: 0.4051 loss_bbox: 0.215 loss_giou: 0.3907 loss_ce_0: 0.5808 loss_bbox_0: 0.3753 loss_giou_0: 0.5908 loss_ce_1: 0.4889 loss_bbox_1: 0.2545 loss_giou_1: 0.4571 loss_ce_2: 0.4349 loss_bbox_2: 0.2313 loss_giou_2: 0.4182 loss_ce_3: 0.412 loss_bbox_3: 0.2282 loss_giou_3: 0.3954 loss_ce_4: 0.4031 loss_bbox_4: 0.2232 loss_giou_4: 0.397 time: 0.2804 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:49] d2.utils.events INFO: eta: 1 day, 5:07:52 iter: 76659 total_loss: 6.59 loss_ce: 0.3811 loss_bbox: 0.2181 loss_giou: 0.383 loss_ce_0: 0.5477 loss_bbox_0: 0.356 loss_giou_0: 0.6027 loss_ce_1: 0.4553 loss_bbox_1: 0.2599 loss_giou_1: 0.4475 loss_ce_2: 0.401 loss_bbox_2: 0.2296 loss_giou_2: 0.4111 loss_ce_3: 0.3747 loss_bbox_3: 0.2226 loss_giou_3: 0.393 loss_ce_4: 0.3779 loss_bbox_4: 0.2184 loss_giou_4: 0.3878 time: 0.2804 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 19:26:55] d2.utils.events INFO: eta: 1 day, 5:07:47 iter: 76679 total_loss: 6.366 loss_ce: 0.367 loss_bbox: 0.2114 loss_giou: 0.3363 loss_ce_0: 0.5492 loss_bbox_0: 0.3539 loss_giou_0: 0.5294 loss_ce_1: 0.4469 loss_bbox_1: 0.2489 loss_giou_1: 0.3938 loss_ce_2: 0.3878 loss_bbox_2: 0.22 loss_giou_2: 0.3553 loss_ce_3: 0.3737 loss_bbox_3: 0.216 loss_giou_3: 0.3396 loss_ce_4: 0.3678 loss_bbox_4: 0.2139 loss_giou_4: 0.3351 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:00] d2.utils.events INFO: eta: 1 day, 5:08:05 iter: 76699 total_loss: 6.607 loss_ce: 0.3446 loss_bbox: 0.2145 loss_giou: 0.3818 loss_ce_0: 0.5443 loss_bbox_0: 0.3555 loss_giou_0: 0.5738 loss_ce_1: 0.4449 loss_bbox_1: 0.2492 loss_giou_1: 0.4275 loss_ce_2: 0.3814 loss_bbox_2: 0.2274 loss_giou_2: 0.3895 loss_ce_3: 0.3506 loss_bbox_3: 0.2212 loss_giou_3: 0.3889 loss_ce_4: 0.3419 loss_bbox_4: 0.2183 loss_giou_4: 0.3823 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:06] d2.utils.events INFO: eta: 1 day, 5:08:19 iter: 76719 total_loss: 6.506 loss_ce: 0.3552 loss_bbox: 0.2213 loss_giou: 0.3806 loss_ce_0: 0.5258 loss_bbox_0: 0.3508 loss_giou_0: 0.601 loss_ce_1: 0.4472 loss_bbox_1: 0.2482 loss_giou_1: 0.4293 loss_ce_2: 0.3935 loss_bbox_2: 0.2257 loss_giou_2: 0.4015 loss_ce_3: 0.363 loss_bbox_3: 0.2141 loss_giou_3: 0.3905 loss_ce_4: 0.3559 loss_bbox_4: 0.2219 loss_giou_4: 0.3819 time: 0.2804 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:12] d2.utils.events INFO: eta: 1 day, 5:08:13 iter: 76739 total_loss: 6.345 loss_ce: 0.3507 loss_bbox: 0.2068 loss_giou: 0.3959 loss_ce_0: 0.5205 loss_bbox_0: 0.3353 loss_giou_0: 0.596 loss_ce_1: 0.4262 loss_bbox_1: 0.2495 loss_giou_1: 0.452 loss_ce_2: 0.3822 loss_bbox_2: 0.2265 loss_giou_2: 0.4145 loss_ce_3: 0.3655 loss_bbox_3: 0.212 loss_giou_3: 0.4048 loss_ce_4: 0.3528 loss_bbox_4: 0.2112 loss_giou_4: 0.4007 time: 0.2804 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:17] d2.utils.events INFO: eta: 1 day, 5:07:58 iter: 76759 total_loss: 6.812 loss_ce: 0.3673 loss_bbox: 0.2322 loss_giou: 0.3727 loss_ce_0: 0.5625 loss_bbox_0: 0.3797 loss_giou_0: 0.5627 loss_ce_1: 0.4769 loss_bbox_1: 0.2676 loss_giou_1: 0.4137 loss_ce_2: 0.3903 loss_bbox_2: 0.2408 loss_giou_2: 0.3816 loss_ce_3: 0.3808 loss_bbox_3: 0.2322 loss_giou_3: 0.3791 loss_ce_4: 0.3671 loss_bbox_4: 0.2277 loss_giou_4: 0.374 time: 0.2804 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:23] d2.utils.events INFO: eta: 1 day, 5:06:11 iter: 76779 total_loss: 6.43 loss_ce: 0.3678 loss_bbox: 0.2058 loss_giou: 0.3517 loss_ce_0: 0.5755 loss_bbox_0: 0.3437 loss_giou_0: 0.55 loss_ce_1: 0.461 loss_bbox_1: 0.2428 loss_giou_1: 0.3981 loss_ce_2: 0.4011 loss_bbox_2: 0.2208 loss_giou_2: 0.3597 loss_ce_3: 0.3705 loss_bbox_3: 0.2162 loss_giou_3: 0.356 loss_ce_4: 0.3659 loss_bbox_4: 0.205 loss_giou_4: 0.3527 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:29] d2.utils.events INFO: eta: 1 day, 5:05:48 iter: 76799 total_loss: 6.55 loss_ce: 0.3816 loss_bbox: 0.2056 loss_giou: 0.3643 loss_ce_0: 0.5774 loss_bbox_0: 0.3625 loss_giou_0: 0.5756 loss_ce_1: 0.4566 loss_bbox_1: 0.2447 loss_giou_1: 0.4268 loss_ce_2: 0.4019 loss_bbox_2: 0.2132 loss_giou_2: 0.3869 loss_ce_3: 0.3805 loss_bbox_3: 0.2109 loss_giou_3: 0.3712 loss_ce_4: 0.3841 loss_bbox_4: 0.2069 loss_giou_4: 0.3647 time: 0.2804 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:34] d2.utils.events INFO: eta: 1 day, 5:05:26 iter: 76819 total_loss: 6.607 loss_ce: 0.3902 loss_bbox: 0.2154 loss_giou: 0.3634 loss_ce_0: 0.572 loss_bbox_0: 0.3705 loss_giou_0: 0.5716 loss_ce_1: 0.4836 loss_bbox_1: 0.2503 loss_giou_1: 0.4064 loss_ce_2: 0.425 loss_bbox_2: 0.2237 loss_giou_2: 0.3766 loss_ce_3: 0.3998 loss_bbox_3: 0.2157 loss_giou_3: 0.3696 loss_ce_4: 0.3925 loss_bbox_4: 0.2165 loss_giou_4: 0.3637 time: 0.2804 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:40] d2.utils.events INFO: eta: 1 day, 5:05:20 iter: 76839 total_loss: 6.572 loss_ce: 0.3655 loss_bbox: 0.2173 loss_giou: 0.3796 loss_ce_0: 0.5493 loss_bbox_0: 0.3613 loss_giou_0: 0.5664 loss_ce_1: 0.4531 loss_bbox_1: 0.2528 loss_giou_1: 0.4325 loss_ce_2: 0.3957 loss_bbox_2: 0.2273 loss_giou_2: 0.4034 loss_ce_3: 0.366 loss_bbox_3: 0.2208 loss_giou_3: 0.3896 loss_ce_4: 0.3667 loss_bbox_4: 0.2171 loss_giou_4: 0.38 time: 0.2804 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:46] d2.utils.events INFO: eta: 1 day, 5:04:39 iter: 76859 total_loss: 6.64 loss_ce: 0.3795 loss_bbox: 0.2181 loss_giou: 0.3607 loss_ce_0: 0.5619 loss_bbox_0: 0.3593 loss_giou_0: 0.5709 loss_ce_1: 0.471 loss_bbox_1: 0.2587 loss_giou_1: 0.4126 loss_ce_2: 0.4255 loss_bbox_2: 0.2336 loss_giou_2: 0.3772 loss_ce_3: 0.3905 loss_bbox_3: 0.2262 loss_giou_3: 0.3692 loss_ce_4: 0.3832 loss_bbox_4: 0.2212 loss_giou_4: 0.365 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:51] d2.utils.events INFO: eta: 1 day, 5:05:17 iter: 76879 total_loss: 6.601 loss_ce: 0.3711 loss_bbox: 0.2078 loss_giou: 0.3814 loss_ce_0: 0.5352 loss_bbox_0: 0.3563 loss_giou_0: 0.5973 loss_ce_1: 0.4581 loss_bbox_1: 0.2443 loss_giou_1: 0.4362 loss_ce_2: 0.4031 loss_bbox_2: 0.223 loss_giou_2: 0.3951 loss_ce_3: 0.3812 loss_bbox_3: 0.2134 loss_giou_3: 0.3891 loss_ce_4: 0.3721 loss_bbox_4: 0.2083 loss_giou_4: 0.3818 time: 0.2804 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:27:57] d2.utils.events INFO: eta: 1 day, 5:04:25 iter: 76899 total_loss: 6.399 loss_ce: 0.3628 loss_bbox: 0.2141 loss_giou: 0.3481 loss_ce_0: 0.5534 loss_bbox_0: 0.3572 loss_giou_0: 0.5183 loss_ce_1: 0.4549 loss_bbox_1: 0.2503 loss_giou_1: 0.3997 loss_ce_2: 0.3946 loss_bbox_2: 0.2274 loss_giou_2: 0.3613 loss_ce_3: 0.3713 loss_bbox_3: 0.2213 loss_giou_3: 0.3481 loss_ce_4: 0.3632 loss_bbox_4: 0.2137 loss_giou_4: 0.343 time: 0.2804 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:03] d2.utils.events INFO: eta: 1 day, 5:05:05 iter: 76919 total_loss: 6.778 loss_ce: 0.3925 loss_bbox: 0.2236 loss_giou: 0.3805 loss_ce_0: 0.5695 loss_bbox_0: 0.3657 loss_giou_0: 0.59 loss_ce_1: 0.4698 loss_bbox_1: 0.2611 loss_giou_1: 0.4344 loss_ce_2: 0.4197 loss_bbox_2: 0.231 loss_giou_2: 0.3997 loss_ce_3: 0.3999 loss_bbox_3: 0.23 loss_giou_3: 0.3861 loss_ce_4: 0.3911 loss_bbox_4: 0.2253 loss_giou_4: 0.3815 time: 0.2804 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:08] d2.utils.events INFO: eta: 1 day, 5:04:17 iter: 76939 total_loss: 7.065 loss_ce: 0.3936 loss_bbox: 0.2346 loss_giou: 0.3919 loss_ce_0: 0.5646 loss_bbox_0: 0.3817 loss_giou_0: 0.5903 loss_ce_1: 0.4714 loss_bbox_1: 0.2723 loss_giou_1: 0.445 loss_ce_2: 0.4073 loss_bbox_2: 0.2456 loss_giou_2: 0.4113 loss_ce_3: 0.3958 loss_bbox_3: 0.2358 loss_giou_3: 0.3995 loss_ce_4: 0.3806 loss_bbox_4: 0.2376 loss_giou_4: 0.3982 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:14] d2.utils.events INFO: eta: 1 day, 5:04:03 iter: 76959 total_loss: 6.264 loss_ce: 0.3388 loss_bbox: 0.2087 loss_giou: 0.3732 loss_ce_0: 0.5369 loss_bbox_0: 0.3618 loss_giou_0: 0.5926 loss_ce_1: 0.4373 loss_bbox_1: 0.2415 loss_giou_1: 0.4235 loss_ce_2: 0.3739 loss_bbox_2: 0.206 loss_giou_2: 0.3811 loss_ce_3: 0.3514 loss_bbox_3: 0.2103 loss_giou_3: 0.3809 loss_ce_4: 0.3421 loss_bbox_4: 0.2112 loss_giou_4: 0.374 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:20] d2.utils.events INFO: eta: 1 day, 5:03:29 iter: 76979 total_loss: 6.574 loss_ce: 0.3649 loss_bbox: 0.2257 loss_giou: 0.3603 loss_ce_0: 0.5599 loss_bbox_0: 0.3728 loss_giou_0: 0.5645 loss_ce_1: 0.4715 loss_bbox_1: 0.259 loss_giou_1: 0.4083 loss_ce_2: 0.4052 loss_bbox_2: 0.2341 loss_giou_2: 0.3849 loss_ce_3: 0.3779 loss_bbox_3: 0.2321 loss_giou_3: 0.3689 loss_ce_4: 0.3648 loss_bbox_4: 0.2249 loss_giou_4: 0.3613 time: 0.2804 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:25] d2.utils.events INFO: eta: 1 day, 5:03:31 iter: 76999 total_loss: 6.509 loss_ce: 0.368 loss_bbox: 0.2101 loss_giou: 0.3651 loss_ce_0: 0.5634 loss_bbox_0: 0.351 loss_giou_0: 0.5659 loss_ce_1: 0.4598 loss_bbox_1: 0.2437 loss_giou_1: 0.4137 loss_ce_2: 0.4123 loss_bbox_2: 0.2225 loss_giou_2: 0.3775 loss_ce_3: 0.3781 loss_bbox_3: 0.2122 loss_giou_3: 0.3746 loss_ce_4: 0.3692 loss_bbox_4: 0.212 loss_giou_4: 0.3654 time: 0.2804 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:31] d2.utils.events INFO: eta: 1 day, 5:03:51 iter: 77019 total_loss: 6.658 loss_ce: 0.3646 loss_bbox: 0.2125 loss_giou: 0.3793 loss_ce_0: 0.5402 loss_bbox_0: 0.3536 loss_giou_0: 0.6105 loss_ce_1: 0.4525 loss_bbox_1: 0.2399 loss_giou_1: 0.4431 loss_ce_2: 0.4028 loss_bbox_2: 0.2215 loss_giou_2: 0.3983 loss_ce_3: 0.3679 loss_bbox_3: 0.2135 loss_giou_3: 0.3948 loss_ce_4: 0.364 loss_bbox_4: 0.2105 loss_giou_4: 0.3867 time: 0.2804 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:37] d2.utils.events INFO: eta: 1 day, 5:03:33 iter: 77039 total_loss: 6.651 loss_ce: 0.3846 loss_bbox: 0.2221 loss_giou: 0.3773 loss_ce_0: 0.5709 loss_bbox_0: 0.3679 loss_giou_0: 0.5625 loss_ce_1: 0.4829 loss_bbox_1: 0.2583 loss_giou_1: 0.4238 loss_ce_2: 0.4174 loss_bbox_2: 0.232 loss_giou_2: 0.3951 loss_ce_3: 0.4036 loss_bbox_3: 0.2245 loss_giou_3: 0.3811 loss_ce_4: 0.3903 loss_bbox_4: 0.2206 loss_giou_4: 0.3767 time: 0.2804 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:42] d2.utils.events INFO: eta: 1 day, 5:03:14 iter: 77059 total_loss: 6.448 loss_ce: 0.366 loss_bbox: 0.2091 loss_giou: 0.3662 loss_ce_0: 0.5508 loss_bbox_0: 0.341 loss_giou_0: 0.572 loss_ce_1: 0.4446 loss_bbox_1: 0.247 loss_giou_1: 0.4179 loss_ce_2: 0.4075 loss_bbox_2: 0.2258 loss_giou_2: 0.3828 loss_ce_3: 0.3769 loss_bbox_3: 0.2118 loss_giou_3: 0.3711 loss_ce_4: 0.3694 loss_bbox_4: 0.2108 loss_giou_4: 0.3671 time: 0.2804 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:48] d2.utils.events INFO: eta: 1 day, 5:02:28 iter: 77079 total_loss: 6.534 loss_ce: 0.3661 loss_bbox: 0.2177 loss_giou: 0.3639 loss_ce_0: 0.5477 loss_bbox_0: 0.3855 loss_giou_0: 0.5376 loss_ce_1: 0.4616 loss_bbox_1: 0.2591 loss_giou_1: 0.4109 loss_ce_2: 0.3943 loss_bbox_2: 0.2331 loss_giou_2: 0.378 loss_ce_3: 0.3744 loss_bbox_3: 0.2239 loss_giou_3: 0.3663 loss_ce_4: 0.3781 loss_bbox_4: 0.219 loss_giou_4: 0.3622 time: 0.2804 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:54] d2.utils.events INFO: eta: 1 day, 5:03:00 iter: 77099 total_loss: 6.621 loss_ce: 0.386 loss_bbox: 0.2165 loss_giou: 0.3747 loss_ce_0: 0.5485 loss_bbox_0: 0.3604 loss_giou_0: 0.5796 loss_ce_1: 0.4771 loss_bbox_1: 0.2538 loss_giou_1: 0.4346 loss_ce_2: 0.4089 loss_bbox_2: 0.2231 loss_giou_2: 0.3995 loss_ce_3: 0.3943 loss_bbox_3: 0.2188 loss_giou_3: 0.3844 loss_ce_4: 0.3858 loss_bbox_4: 0.2147 loss_giou_4: 0.3807 time: 0.2804 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 19:28:59] d2.utils.events INFO: eta: 1 day, 5:02:13 iter: 77119 total_loss: 6.519 loss_ce: 0.3571 loss_bbox: 0.2192 loss_giou: 0.3789 loss_ce_0: 0.5403 loss_bbox_0: 0.3535 loss_giou_0: 0.5881 loss_ce_1: 0.4463 loss_bbox_1: 0.2405 loss_giou_1: 0.4332 loss_ce_2: 0.385 loss_bbox_2: 0.2244 loss_giou_2: 0.3966 loss_ce_3: 0.3629 loss_bbox_3: 0.2198 loss_giou_3: 0.387 loss_ce_4: 0.3597 loss_bbox_4: 0.2175 loss_giou_4: 0.3805 time: 0.2804 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:05] d2.utils.events INFO: eta: 1 day, 5:02:29 iter: 77139 total_loss: 6.323 loss_ce: 0.3742 loss_bbox: 0.2067 loss_giou: 0.3583 loss_ce_0: 0.5549 loss_bbox_0: 0.3665 loss_giou_0: 0.5425 loss_ce_1: 0.4695 loss_bbox_1: 0.247 loss_giou_1: 0.4138 loss_ce_2: 0.4143 loss_bbox_2: 0.2224 loss_giou_2: 0.3807 loss_ce_3: 0.3736 loss_bbox_3: 0.2131 loss_giou_3: 0.3707 loss_ce_4: 0.3735 loss_bbox_4: 0.2094 loss_giou_4: 0.3625 time: 0.2804 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:11] d2.utils.events INFO: eta: 1 day, 5:02:24 iter: 77159 total_loss: 6.675 loss_ce: 0.3909 loss_bbox: 0.2231 loss_giou: 0.4005 loss_ce_0: 0.5754 loss_bbox_0: 0.3731 loss_giou_0: 0.6135 loss_ce_1: 0.4662 loss_bbox_1: 0.2586 loss_giou_1: 0.4512 loss_ce_2: 0.4208 loss_bbox_2: 0.2397 loss_giou_2: 0.4264 loss_ce_3: 0.3951 loss_bbox_3: 0.2298 loss_giou_3: 0.4099 loss_ce_4: 0.3944 loss_bbox_4: 0.2233 loss_giou_4: 0.4032 time: 0.2804 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:16] d2.utils.events INFO: eta: 1 day, 5:01:49 iter: 77179 total_loss: 6.615 loss_ce: 0.3658 loss_bbox: 0.2189 loss_giou: 0.3774 loss_ce_0: 0.5752 loss_bbox_0: 0.3669 loss_giou_0: 0.5834 loss_ce_1: 0.4638 loss_bbox_1: 0.2537 loss_giou_1: 0.4344 loss_ce_2: 0.4092 loss_bbox_2: 0.2295 loss_giou_2: 0.3903 loss_ce_3: 0.3722 loss_bbox_3: 0.2229 loss_giou_3: 0.3767 loss_ce_4: 0.3642 loss_bbox_4: 0.2135 loss_giou_4: 0.3759 time: 0.2804 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:22] d2.utils.events INFO: eta: 1 day, 5:01:43 iter: 77199 total_loss: 6.612 loss_ce: 0.3567 loss_bbox: 0.2124 loss_giou: 0.3754 loss_ce_0: 0.5591 loss_bbox_0: 0.3503 loss_giou_0: 0.5491 loss_ce_1: 0.4433 loss_bbox_1: 0.2477 loss_giou_1: 0.4076 loss_ce_2: 0.3946 loss_bbox_2: 0.2275 loss_giou_2: 0.3895 loss_ce_3: 0.3641 loss_bbox_3: 0.2152 loss_giou_3: 0.3775 loss_ce_4: 0.3547 loss_bbox_4: 0.2155 loss_giou_4: 0.3727 time: 0.2804 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:28] d2.utils.events INFO: eta: 1 day, 5:01:04 iter: 77219 total_loss: 6.643 loss_ce: 0.3537 loss_bbox: 0.2076 loss_giou: 0.3791 loss_ce_0: 0.5357 loss_bbox_0: 0.3558 loss_giou_0: 0.5863 loss_ce_1: 0.4502 loss_bbox_1: 0.2452 loss_giou_1: 0.433 loss_ce_2: 0.3943 loss_bbox_2: 0.2143 loss_giou_2: 0.3976 loss_ce_3: 0.3609 loss_bbox_3: 0.208 loss_giou_3: 0.3861 loss_ce_4: 0.3565 loss_bbox_4: 0.2081 loss_giou_4: 0.3787 time: 0.2804 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:33] d2.utils.events INFO: eta: 1 day, 5:00:54 iter: 77239 total_loss: 6.43 loss_ce: 0.3504 loss_bbox: 0.2042 loss_giou: 0.3684 loss_ce_0: 0.54 loss_bbox_0: 0.3569 loss_giou_0: 0.5391 loss_ce_1: 0.4458 loss_bbox_1: 0.2472 loss_giou_1: 0.4093 loss_ce_2: 0.3927 loss_bbox_2: 0.2309 loss_giou_2: 0.3814 loss_ce_3: 0.3567 loss_bbox_3: 0.2195 loss_giou_3: 0.3759 loss_ce_4: 0.3551 loss_bbox_4: 0.2137 loss_giou_4: 0.3705 time: 0.2804 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:39] d2.utils.events INFO: eta: 1 day, 5:00:49 iter: 77259 total_loss: 6.499 loss_ce: 0.3504 loss_bbox: 0.2286 loss_giou: 0.388 loss_ce_0: 0.5401 loss_bbox_0: 0.3746 loss_giou_0: 0.5707 loss_ce_1: 0.4505 loss_bbox_1: 0.2586 loss_giou_1: 0.4367 loss_ce_2: 0.3848 loss_bbox_2: 0.2413 loss_giou_2: 0.4054 loss_ce_3: 0.3613 loss_bbox_3: 0.2345 loss_giou_3: 0.3961 loss_ce_4: 0.3501 loss_bbox_4: 0.2299 loss_giou_4: 0.3908 time: 0.2804 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:45] d2.utils.events INFO: eta: 1 day, 5:00:32 iter: 77279 total_loss: 6.384 loss_ce: 0.3461 loss_bbox: 0.2047 loss_giou: 0.3781 loss_ce_0: 0.5387 loss_bbox_0: 0.3473 loss_giou_0: 0.555 loss_ce_1: 0.4375 loss_bbox_1: 0.2391 loss_giou_1: 0.4268 loss_ce_2: 0.3682 loss_bbox_2: 0.2215 loss_giou_2: 0.3881 loss_ce_3: 0.3394 loss_bbox_3: 0.2079 loss_giou_3: 0.3828 loss_ce_4: 0.3438 loss_bbox_4: 0.2068 loss_giou_4: 0.377 time: 0.2804 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:50] d2.utils.events INFO: eta: 1 day, 5:00:12 iter: 77299 total_loss: 6.451 loss_ce: 0.3678 loss_bbox: 0.2273 loss_giou: 0.3821 loss_ce_0: 0.5457 loss_bbox_0: 0.3524 loss_giou_0: 0.5625 loss_ce_1: 0.4333 loss_bbox_1: 0.2553 loss_giou_1: 0.438 loss_ce_2: 0.3851 loss_bbox_2: 0.2369 loss_giou_2: 0.4063 loss_ce_3: 0.3663 loss_bbox_3: 0.2338 loss_giou_3: 0.3926 loss_ce_4: 0.3595 loss_bbox_4: 0.2295 loss_giou_4: 0.3853 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:29:56] d2.utils.events INFO: eta: 1 day, 5:00:12 iter: 77319 total_loss: 6.583 loss_ce: 0.3483 loss_bbox: 0.229 loss_giou: 0.3801 loss_ce_0: 0.5362 loss_bbox_0: 0.3627 loss_giou_0: 0.5983 loss_ce_1: 0.4333 loss_bbox_1: 0.2541 loss_giou_1: 0.4415 loss_ce_2: 0.3825 loss_bbox_2: 0.2403 loss_giou_2: 0.4037 loss_ce_3: 0.3588 loss_bbox_3: 0.2255 loss_giou_3: 0.3973 loss_ce_4: 0.3473 loss_bbox_4: 0.2319 loss_giou_4: 0.3858 time: 0.2804 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:02] d2.utils.events INFO: eta: 1 day, 5:00:01 iter: 77339 total_loss: 7.04 loss_ce: 0.376 loss_bbox: 0.2143 loss_giou: 0.3984 loss_ce_0: 0.5638 loss_bbox_0: 0.3644 loss_giou_0: 0.6231 loss_ce_1: 0.4695 loss_bbox_1: 0.2481 loss_giou_1: 0.4625 loss_ce_2: 0.4111 loss_bbox_2: 0.2288 loss_giou_2: 0.4222 loss_ce_3: 0.378 loss_bbox_3: 0.2219 loss_giou_3: 0.4031 loss_ce_4: 0.3757 loss_bbox_4: 0.2161 loss_giou_4: 0.4011 time: 0.2804 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:08] d2.utils.events INFO: eta: 1 day, 5:00:10 iter: 77359 total_loss: 6.51 loss_ce: 0.3616 loss_bbox: 0.2163 loss_giou: 0.3729 loss_ce_0: 0.5527 loss_bbox_0: 0.3528 loss_giou_0: 0.5732 loss_ce_1: 0.4621 loss_bbox_1: 0.2504 loss_giou_1: 0.4233 loss_ce_2: 0.3992 loss_bbox_2: 0.2286 loss_giou_2: 0.3864 loss_ce_3: 0.3646 loss_bbox_3: 0.2175 loss_giou_3: 0.3782 loss_ce_4: 0.3617 loss_bbox_4: 0.2181 loss_giou_4: 0.3741 time: 0.2804 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:13] d2.utils.events INFO: eta: 1 day, 5:00:02 iter: 77379 total_loss: 6.331 loss_ce: 0.3474 loss_bbox: 0.1904 loss_giou: 0.3581 loss_ce_0: 0.5302 loss_bbox_0: 0.3394 loss_giou_0: 0.5613 loss_ce_1: 0.4459 loss_bbox_1: 0.2299 loss_giou_1: 0.4103 loss_ce_2: 0.38 loss_bbox_2: 0.2055 loss_giou_2: 0.381 loss_ce_3: 0.3467 loss_bbox_3: 0.1916 loss_giou_3: 0.3721 loss_ce_4: 0.3439 loss_bbox_4: 0.1915 loss_giou_4: 0.3621 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:19] d2.utils.events INFO: eta: 1 day, 4:59:59 iter: 77399 total_loss: 6.651 loss_ce: 0.3684 loss_bbox: 0.2086 loss_giou: 0.3868 loss_ce_0: 0.5618 loss_bbox_0: 0.3519 loss_giou_0: 0.5975 loss_ce_1: 0.4572 loss_bbox_1: 0.2507 loss_giou_1: 0.4358 loss_ce_2: 0.3991 loss_bbox_2: 0.2222 loss_giou_2: 0.3981 loss_ce_3: 0.3798 loss_bbox_3: 0.2133 loss_giou_3: 0.3925 loss_ce_4: 0.376 loss_bbox_4: 0.209 loss_giou_4: 0.3885 time: 0.2804 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:25] d2.utils.events INFO: eta: 1 day, 4:59:37 iter: 77419 total_loss: 6.465 loss_ce: 0.3581 loss_bbox: 0.2088 loss_giou: 0.3787 loss_ce_0: 0.5442 loss_bbox_0: 0.3595 loss_giou_0: 0.5822 loss_ce_1: 0.4524 loss_bbox_1: 0.2467 loss_giou_1: 0.4437 loss_ce_2: 0.3872 loss_bbox_2: 0.2117 loss_giou_2: 0.4017 loss_ce_3: 0.3633 loss_bbox_3: 0.2119 loss_giou_3: 0.3844 loss_ce_4: 0.3527 loss_bbox_4: 0.2086 loss_giou_4: 0.3758 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:30] d2.utils.events INFO: eta: 1 day, 4:59:33 iter: 77439 total_loss: 7.065 loss_ce: 0.4043 loss_bbox: 0.2236 loss_giou: 0.3841 loss_ce_0: 0.5829 loss_bbox_0: 0.3761 loss_giou_0: 0.5703 loss_ce_1: 0.4912 loss_bbox_1: 0.2654 loss_giou_1: 0.439 loss_ce_2: 0.4291 loss_bbox_2: 0.2344 loss_giou_2: 0.4064 loss_ce_3: 0.4118 loss_bbox_3: 0.2284 loss_giou_3: 0.3929 loss_ce_4: 0.4061 loss_bbox_4: 0.2253 loss_giou_4: 0.3884 time: 0.2804 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:36] d2.utils.events INFO: eta: 1 day, 4:59:40 iter: 77459 total_loss: 6.407 loss_ce: 0.3563 loss_bbox: 0.2178 loss_giou: 0.3588 loss_ce_0: 0.5579 loss_bbox_0: 0.3497 loss_giou_0: 0.5647 loss_ce_1: 0.4571 loss_bbox_1: 0.2411 loss_giou_1: 0.4089 loss_ce_2: 0.3921 loss_bbox_2: 0.2242 loss_giou_2: 0.3702 loss_ce_3: 0.3661 loss_bbox_3: 0.2213 loss_giou_3: 0.3579 loss_ce_4: 0.3579 loss_bbox_4: 0.2212 loss_giou_4: 0.3588 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:42] d2.utils.events INFO: eta: 1 day, 4:59:22 iter: 77479 total_loss: 6.725 loss_ce: 0.3942 loss_bbox: 0.2186 loss_giou: 0.3816 loss_ce_0: 0.5721 loss_bbox_0: 0.3769 loss_giou_0: 0.5908 loss_ce_1: 0.4876 loss_bbox_1: 0.2591 loss_giou_1: 0.4369 loss_ce_2: 0.4222 loss_bbox_2: 0.2333 loss_giou_2: 0.4016 loss_ce_3: 0.3997 loss_bbox_3: 0.2303 loss_giou_3: 0.391 loss_ce_4: 0.3975 loss_bbox_4: 0.2174 loss_giou_4: 0.3884 time: 0.2804 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:47] d2.utils.events INFO: eta: 1 day, 4:59:15 iter: 77499 total_loss: 6.493 loss_ce: 0.3825 loss_bbox: 0.2166 loss_giou: 0.3703 loss_ce_0: 0.5549 loss_bbox_0: 0.3634 loss_giou_0: 0.5713 loss_ce_1: 0.4559 loss_bbox_1: 0.2469 loss_giou_1: 0.4235 loss_ce_2: 0.4144 loss_bbox_2: 0.2341 loss_giou_2: 0.3883 loss_ce_3: 0.3804 loss_bbox_3: 0.2249 loss_giou_3: 0.3796 loss_ce_4: 0.3742 loss_bbox_4: 0.2176 loss_giou_4: 0.3742 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:53] d2.utils.events INFO: eta: 1 day, 4:59:10 iter: 77519 total_loss: 6.483 loss_ce: 0.3732 loss_bbox: 0.2213 loss_giou: 0.3704 loss_ce_0: 0.5604 loss_bbox_0: 0.3611 loss_giou_0: 0.5735 loss_ce_1: 0.4665 loss_bbox_1: 0.2573 loss_giou_1: 0.4367 loss_ce_2: 0.4097 loss_bbox_2: 0.2366 loss_giou_2: 0.4017 loss_ce_3: 0.3738 loss_bbox_3: 0.2261 loss_giou_3: 0.3808 loss_ce_4: 0.3648 loss_bbox_4: 0.2249 loss_giou_4: 0.3718 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 19:30:59] d2.utils.events INFO: eta: 1 day, 4:59:05 iter: 77539 total_loss: 6.583 loss_ce: 0.3592 loss_bbox: 0.2319 loss_giou: 0.3678 loss_ce_0: 0.5568 loss_bbox_0: 0.3689 loss_giou_0: 0.5388 loss_ce_1: 0.4489 loss_bbox_1: 0.2708 loss_giou_1: 0.4184 loss_ce_2: 0.4156 loss_bbox_2: 0.2459 loss_giou_2: 0.3813 loss_ce_3: 0.3718 loss_bbox_3: 0.2421 loss_giou_3: 0.3701 loss_ce_4: 0.366 loss_bbox_4: 0.2323 loss_giou_4: 0.3684 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:04] d2.utils.events INFO: eta: 1 day, 4:59:05 iter: 77559 total_loss: 6.57 loss_ce: 0.3491 loss_bbox: 0.2201 loss_giou: 0.381 loss_ce_0: 0.5547 loss_bbox_0: 0.3712 loss_giou_0: 0.5714 loss_ce_1: 0.4531 loss_bbox_1: 0.2667 loss_giou_1: 0.4383 loss_ce_2: 0.3939 loss_bbox_2: 0.2458 loss_giou_2: 0.4077 loss_ce_3: 0.3629 loss_bbox_3: 0.2331 loss_giou_3: 0.3921 loss_ce_4: 0.3507 loss_bbox_4: 0.228 loss_giou_4: 0.3844 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:10] d2.utils.events INFO: eta: 1 day, 4:58:54 iter: 77579 total_loss: 6.342 loss_ce: 0.3643 loss_bbox: 0.1985 loss_giou: 0.3602 loss_ce_0: 0.5565 loss_bbox_0: 0.3463 loss_giou_0: 0.5371 loss_ce_1: 0.4662 loss_bbox_1: 0.2419 loss_giou_1: 0.4044 loss_ce_2: 0.3975 loss_bbox_2: 0.2179 loss_giou_2: 0.3691 loss_ce_3: 0.3647 loss_bbox_3: 0.2121 loss_giou_3: 0.366 loss_ce_4: 0.3597 loss_bbox_4: 0.2003 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:16] d2.utils.events INFO: eta: 1 day, 4:58:48 iter: 77599 total_loss: 6.683 loss_ce: 0.3591 loss_bbox: 0.2355 loss_giou: 0.3935 loss_ce_0: 0.5447 loss_bbox_0: 0.3659 loss_giou_0: 0.5857 loss_ce_1: 0.4413 loss_bbox_1: 0.2536 loss_giou_1: 0.4369 loss_ce_2: 0.3799 loss_bbox_2: 0.241 loss_giou_2: 0.4072 loss_ce_3: 0.3538 loss_bbox_3: 0.2399 loss_giou_3: 0.3966 loss_ce_4: 0.3506 loss_bbox_4: 0.2332 loss_giou_4: 0.3968 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:21] d2.utils.events INFO: eta: 1 day, 4:58:12 iter: 77619 total_loss: 6.396 loss_ce: 0.3525 loss_bbox: 0.2136 loss_giou: 0.3581 loss_ce_0: 0.5511 loss_bbox_0: 0.3578 loss_giou_0: 0.5466 loss_ce_1: 0.4508 loss_bbox_1: 0.2479 loss_giou_1: 0.4023 loss_ce_2: 0.3969 loss_bbox_2: 0.2254 loss_giou_2: 0.3734 loss_ce_3: 0.3612 loss_bbox_3: 0.217 loss_giou_3: 0.364 loss_ce_4: 0.3484 loss_bbox_4: 0.2175 loss_giou_4: 0.3632 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:27] d2.utils.events INFO: eta: 1 day, 4:58:31 iter: 77639 total_loss: 6.642 loss_ce: 0.3733 loss_bbox: 0.2155 loss_giou: 0.3781 loss_ce_0: 0.5734 loss_bbox_0: 0.3611 loss_giou_0: 0.5934 loss_ce_1: 0.4602 loss_bbox_1: 0.2473 loss_giou_1: 0.4352 loss_ce_2: 0.4013 loss_bbox_2: 0.2265 loss_giou_2: 0.4079 loss_ce_3: 0.3816 loss_bbox_3: 0.2208 loss_giou_3: 0.3891 loss_ce_4: 0.3769 loss_bbox_4: 0.2166 loss_giou_4: 0.3805 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:33] d2.utils.events INFO: eta: 1 day, 4:58:15 iter: 77659 total_loss: 6.608 loss_ce: 0.3717 loss_bbox: 0.1975 loss_giou: 0.37 loss_ce_0: 0.5493 loss_bbox_0: 0.3509 loss_giou_0: 0.5911 loss_ce_1: 0.4669 loss_bbox_1: 0.2406 loss_giou_1: 0.4413 loss_ce_2: 0.3949 loss_bbox_2: 0.2113 loss_giou_2: 0.3877 loss_ce_3: 0.3762 loss_bbox_3: 0.2017 loss_giou_3: 0.3766 loss_ce_4: 0.3682 loss_bbox_4: 0.1994 loss_giou_4: 0.3721 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:38] d2.utils.events INFO: eta: 1 day, 4:57:55 iter: 77679 total_loss: 6.663 loss_ce: 0.3634 loss_bbox: 0.2185 loss_giou: 0.376 loss_ce_0: 0.5454 loss_bbox_0: 0.3738 loss_giou_0: 0.5861 loss_ce_1: 0.4473 loss_bbox_1: 0.2566 loss_giou_1: 0.4175 loss_ce_2: 0.3965 loss_bbox_2: 0.2309 loss_giou_2: 0.3957 loss_ce_3: 0.3686 loss_bbox_3: 0.2203 loss_giou_3: 0.3838 loss_ce_4: 0.3674 loss_bbox_4: 0.2123 loss_giou_4: 0.3758 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:44] d2.utils.events INFO: eta: 1 day, 4:56:47 iter: 77699 total_loss: 6.403 loss_ce: 0.3709 loss_bbox: 0.2008 loss_giou: 0.3455 loss_ce_0: 0.5434 loss_bbox_0: 0.3515 loss_giou_0: 0.5615 loss_ce_1: 0.4447 loss_bbox_1: 0.2446 loss_giou_1: 0.4047 loss_ce_2: 0.4026 loss_bbox_2: 0.2192 loss_giou_2: 0.3729 loss_ce_3: 0.3746 loss_bbox_3: 0.2088 loss_giou_3: 0.3599 loss_ce_4: 0.3713 loss_bbox_4: 0.2042 loss_giou_4: 0.3525 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:49] d2.utils.events INFO: eta: 1 day, 4:56:34 iter: 77719 total_loss: 6.657 loss_ce: 0.3818 loss_bbox: 0.2076 loss_giou: 0.3549 loss_ce_0: 0.553 loss_bbox_0: 0.3693 loss_giou_0: 0.5482 loss_ce_1: 0.458 loss_bbox_1: 0.2585 loss_giou_1: 0.4111 loss_ce_2: 0.4123 loss_bbox_2: 0.2222 loss_giou_2: 0.3744 loss_ce_3: 0.3897 loss_bbox_3: 0.2095 loss_giou_3: 0.3623 loss_ce_4: 0.3895 loss_bbox_4: 0.209 loss_giou_4: 0.3608 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 19:31:55] d2.utils.events INFO: eta: 1 day, 4:56:35 iter: 77739 total_loss: 6.55 loss_ce: 0.3555 loss_bbox: 0.2174 loss_giou: 0.3843 loss_ce_0: 0.5453 loss_bbox_0: 0.3622 loss_giou_0: 0.5567 loss_ce_1: 0.4521 loss_bbox_1: 0.2432 loss_giou_1: 0.429 loss_ce_2: 0.3824 loss_bbox_2: 0.2245 loss_giou_2: 0.3991 loss_ce_3: 0.3574 loss_bbox_3: 0.2246 loss_giou_3: 0.3916 loss_ce_4: 0.3502 loss_bbox_4: 0.2168 loss_giou_4: 0.3874 time: 0.2803 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:01] d2.utils.events INFO: eta: 1 day, 4:57:03 iter: 77759 total_loss: 6.619 loss_ce: 0.3728 loss_bbox: 0.2098 loss_giou: 0.405 loss_ce_0: 0.5555 loss_bbox_0: 0.3504 loss_giou_0: 0.617 loss_ce_1: 0.4594 loss_bbox_1: 0.2484 loss_giou_1: 0.4509 loss_ce_2: 0.4006 loss_bbox_2: 0.2195 loss_giou_2: 0.421 loss_ce_3: 0.3744 loss_bbox_3: 0.2176 loss_giou_3: 0.4096 loss_ce_4: 0.374 loss_bbox_4: 0.2133 loss_giou_4: 0.4099 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:06] d2.utils.events INFO: eta: 1 day, 4:57:42 iter: 77779 total_loss: 6.503 loss_ce: 0.3626 loss_bbox: 0.2122 loss_giou: 0.3821 loss_ce_0: 0.545 loss_bbox_0: 0.3622 loss_giou_0: 0.5733 loss_ce_1: 0.4551 loss_bbox_1: 0.2526 loss_giou_1: 0.4377 loss_ce_2: 0.3975 loss_bbox_2: 0.2248 loss_giou_2: 0.4007 loss_ce_3: 0.3785 loss_bbox_3: 0.2189 loss_giou_3: 0.3882 loss_ce_4: 0.3691 loss_bbox_4: 0.2093 loss_giou_4: 0.3851 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:12] d2.utils.events INFO: eta: 1 day, 4:57:44 iter: 77799 total_loss: 6.258 loss_ce: 0.3502 loss_bbox: 0.1991 loss_giou: 0.3641 loss_ce_0: 0.5428 loss_bbox_0: 0.3344 loss_giou_0: 0.5504 loss_ce_1: 0.4494 loss_bbox_1: 0.2419 loss_giou_1: 0.4146 loss_ce_2: 0.3915 loss_bbox_2: 0.217 loss_giou_2: 0.3856 loss_ce_3: 0.357 loss_bbox_3: 0.204 loss_giou_3: 0.3707 loss_ce_4: 0.3553 loss_bbox_4: 0.1971 loss_giou_4: 0.3675 time: 0.2803 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:18] d2.utils.events INFO: eta: 1 day, 4:57:56 iter: 77819 total_loss: 6.964 loss_ce: 0.3795 loss_bbox: 0.2319 loss_giou: 0.4011 loss_ce_0: 0.563 loss_bbox_0: 0.3745 loss_giou_0: 0.6277 loss_ce_1: 0.4613 loss_bbox_1: 0.2693 loss_giou_1: 0.463 loss_ce_2: 0.4203 loss_bbox_2: 0.2474 loss_giou_2: 0.4175 loss_ce_3: 0.3958 loss_bbox_3: 0.2326 loss_giou_3: 0.402 loss_ce_4: 0.3813 loss_bbox_4: 0.2357 loss_giou_4: 0.4007 time: 0.2803 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:24] d2.utils.events INFO: eta: 1 day, 4:58:15 iter: 77839 total_loss: 6.425 loss_ce: 0.3723 loss_bbox: 0.2108 loss_giou: 0.37 loss_ce_0: 0.5556 loss_bbox_0: 0.3474 loss_giou_0: 0.5679 loss_ce_1: 0.4593 loss_bbox_1: 0.2406 loss_giou_1: 0.4283 loss_ce_2: 0.3972 loss_bbox_2: 0.222 loss_giou_2: 0.3887 loss_ce_3: 0.3718 loss_bbox_3: 0.2127 loss_giou_3: 0.38 loss_ce_4: 0.3732 loss_bbox_4: 0.2097 loss_giou_4: 0.3756 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:29] d2.utils.events INFO: eta: 1 day, 4:58:17 iter: 77859 total_loss: 6.746 loss_ce: 0.3929 loss_bbox: 0.2254 loss_giou: 0.3793 loss_ce_0: 0.5498 loss_bbox_0: 0.3816 loss_giou_0: 0.5801 loss_ce_1: 0.4709 loss_bbox_1: 0.2536 loss_giou_1: 0.428 loss_ce_2: 0.4226 loss_bbox_2: 0.2365 loss_giou_2: 0.3902 loss_ce_3: 0.4085 loss_bbox_3: 0.224 loss_giou_3: 0.386 loss_ce_4: 0.4008 loss_bbox_4: 0.2224 loss_giou_4: 0.3797 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:35] d2.utils.events INFO: eta: 1 day, 4:58:03 iter: 77879 total_loss: 6.377 loss_ce: 0.3553 loss_bbox: 0.1929 loss_giou: 0.3732 loss_ce_0: 0.5405 loss_bbox_0: 0.3556 loss_giou_0: 0.5714 loss_ce_1: 0.4294 loss_bbox_1: 0.235 loss_giou_1: 0.422 loss_ce_2: 0.3895 loss_bbox_2: 0.2186 loss_giou_2: 0.3906 loss_ce_3: 0.3646 loss_bbox_3: 0.2005 loss_giou_3: 0.3803 loss_ce_4: 0.36 loss_bbox_4: 0.194 loss_giou_4: 0.3772 time: 0.2803 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:40] d2.utils.events INFO: eta: 1 day, 4:58:05 iter: 77899 total_loss: 6.461 loss_ce: 0.3642 loss_bbox: 0.2098 loss_giou: 0.3643 loss_ce_0: 0.5452 loss_bbox_0: 0.3454 loss_giou_0: 0.5522 loss_ce_1: 0.4464 loss_bbox_1: 0.24 loss_giou_1: 0.4197 loss_ce_2: 0.3945 loss_bbox_2: 0.2173 loss_giou_2: 0.3758 loss_ce_3: 0.3559 loss_bbox_3: 0.2136 loss_giou_3: 0.3709 loss_ce_4: 0.3672 loss_bbox_4: 0.2093 loss_giou_4: 0.3675 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:46] d2.utils.events INFO: eta: 1 day, 4:57:52 iter: 77919 total_loss: 6.75 loss_ce: 0.3598 loss_bbox: 0.2172 loss_giou: 0.4178 loss_ce_0: 0.5525 loss_bbox_0: 0.3592 loss_giou_0: 0.6095 loss_ce_1: 0.458 loss_bbox_1: 0.2431 loss_giou_1: 0.4663 loss_ce_2: 0.4021 loss_bbox_2: 0.2336 loss_giou_2: 0.4358 loss_ce_3: 0.366 loss_bbox_3: 0.2229 loss_giou_3: 0.4261 loss_ce_4: 0.3595 loss_bbox_4: 0.2218 loss_giou_4: 0.4276 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:52] d2.utils.events INFO: eta: 1 day, 4:57:11 iter: 77939 total_loss: 6.504 loss_ce: 0.3634 loss_bbox: 0.2227 loss_giou: 0.3689 loss_ce_0: 0.561 loss_bbox_0: 0.3657 loss_giou_0: 0.567 loss_ce_1: 0.4563 loss_bbox_1: 0.2482 loss_giou_1: 0.4122 loss_ce_2: 0.3991 loss_bbox_2: 0.2292 loss_giou_2: 0.3882 loss_ce_3: 0.3687 loss_bbox_3: 0.227 loss_giou_3: 0.3736 loss_ce_4: 0.3592 loss_bbox_4: 0.225 loss_giou_4: 0.3723 time: 0.2803 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/02 19:32:57] d2.utils.events INFO: eta: 1 day, 4:57:06 iter: 77959 total_loss: 6.429 loss_ce: 0.3678 loss_bbox: 0.2052 loss_giou: 0.3785 loss_ce_0: 0.5317 loss_bbox_0: 0.3554 loss_giou_0: 0.5645 loss_ce_1: 0.4431 loss_bbox_1: 0.243 loss_giou_1: 0.439 loss_ce_2: 0.3964 loss_bbox_2: 0.2199 loss_giou_2: 0.4027 loss_ce_3: 0.3795 loss_bbox_3: 0.2121 loss_giou_3: 0.3873 loss_ce_4: 0.3604 loss_bbox_4: 0.2095 loss_giou_4: 0.3785 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:03] d2.utils.events INFO: eta: 1 day, 4:57:05 iter: 77979 total_loss: 6.645 loss_ce: 0.3672 loss_bbox: 0.2307 loss_giou: 0.3739 loss_ce_0: 0.5502 loss_bbox_0: 0.3642 loss_giou_0: 0.5918 loss_ce_1: 0.4495 loss_bbox_1: 0.2622 loss_giou_1: 0.4316 loss_ce_2: 0.3928 loss_bbox_2: 0.2378 loss_giou_2: 0.3974 loss_ce_3: 0.3667 loss_bbox_3: 0.2363 loss_giou_3: 0.3866 loss_ce_4: 0.3643 loss_bbox_4: 0.2316 loss_giou_4: 0.3769 time: 0.2803 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:09] d2.utils.events INFO: eta: 1 day, 4:56:54 iter: 77999 total_loss: 6.275 loss_ce: 0.341 loss_bbox: 0.2119 loss_giou: 0.3547 loss_ce_0: 0.5428 loss_bbox_0: 0.3559 loss_giou_0: 0.5481 loss_ce_1: 0.4361 loss_bbox_1: 0.2486 loss_giou_1: 0.4101 loss_ce_2: 0.3759 loss_bbox_2: 0.2198 loss_giou_2: 0.3754 loss_ce_3: 0.3461 loss_bbox_3: 0.2138 loss_giou_3: 0.3607 loss_ce_4: 0.3408 loss_bbox_4: 0.2096 loss_giou_4: 0.3556 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:14] d2.utils.events INFO: eta: 1 day, 4:56:34 iter: 78019 total_loss: 6.56 loss_ce: 0.3628 loss_bbox: 0.2271 loss_giou: 0.3752 loss_ce_0: 0.534 loss_bbox_0: 0.3706 loss_giou_0: 0.5754 loss_ce_1: 0.4545 loss_bbox_1: 0.2519 loss_giou_1: 0.429 loss_ce_2: 0.3967 loss_bbox_2: 0.2385 loss_giou_2: 0.3957 loss_ce_3: 0.357 loss_bbox_3: 0.2268 loss_giou_3: 0.3804 loss_ce_4: 0.3574 loss_bbox_4: 0.2299 loss_giou_4: 0.3728 time: 0.2803 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:20] d2.utils.events INFO: eta: 1 day, 4:56:48 iter: 78039 total_loss: 6.715 loss_ce: 0.3841 loss_bbox: 0.2058 loss_giou: 0.3654 loss_ce_0: 0.5584 loss_bbox_0: 0.3588 loss_giou_0: 0.5628 loss_ce_1: 0.4789 loss_bbox_1: 0.2458 loss_giou_1: 0.4202 loss_ce_2: 0.421 loss_bbox_2: 0.2275 loss_giou_2: 0.3821 loss_ce_3: 0.3951 loss_bbox_3: 0.2092 loss_giou_3: 0.3742 loss_ce_4: 0.3826 loss_bbox_4: 0.2052 loss_giou_4: 0.3652 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:26] d2.utils.events INFO: eta: 1 day, 4:57:32 iter: 78059 total_loss: 6.821 loss_ce: 0.3954 loss_bbox: 0.22 loss_giou: 0.4061 loss_ce_0: 0.5657 loss_bbox_0: 0.3683 loss_giou_0: 0.6161 loss_ce_1: 0.4724 loss_bbox_1: 0.2493 loss_giou_1: 0.4573 loss_ce_2: 0.4127 loss_bbox_2: 0.2344 loss_giou_2: 0.4252 loss_ce_3: 0.3999 loss_bbox_3: 0.2248 loss_giou_3: 0.4133 loss_ce_4: 0.3964 loss_bbox_4: 0.2207 loss_giou_4: 0.4064 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:32] d2.utils.events INFO: eta: 1 day, 4:57:44 iter: 78079 total_loss: 6.617 loss_ce: 0.3901 loss_bbox: 0.2229 loss_giou: 0.3713 loss_ce_0: 0.5571 loss_bbox_0: 0.3699 loss_giou_0: 0.5371 loss_ce_1: 0.4808 loss_bbox_1: 0.2613 loss_giou_1: 0.4151 loss_ce_2: 0.4194 loss_bbox_2: 0.2442 loss_giou_2: 0.3869 loss_ce_3: 0.3903 loss_bbox_3: 0.2279 loss_giou_3: 0.3866 loss_ce_4: 0.3849 loss_bbox_4: 0.2269 loss_giou_4: 0.3804 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:37] d2.utils.events INFO: eta: 1 day, 4:57:28 iter: 78099 total_loss: 6.353 loss_ce: 0.3476 loss_bbox: 0.211 loss_giou: 0.3724 loss_ce_0: 0.5323 loss_bbox_0: 0.3607 loss_giou_0: 0.5584 loss_ce_1: 0.4352 loss_bbox_1: 0.2558 loss_giou_1: 0.4264 loss_ce_2: 0.3839 loss_bbox_2: 0.2221 loss_giou_2: 0.3934 loss_ce_3: 0.353 loss_bbox_3: 0.2123 loss_giou_3: 0.379 loss_ce_4: 0.3429 loss_bbox_4: 0.2098 loss_giou_4: 0.374 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:43] d2.utils.events INFO: eta: 1 day, 4:58:11 iter: 78119 total_loss: 6.413 loss_ce: 0.3793 loss_bbox: 0.2082 loss_giou: 0.3799 loss_ce_0: 0.5633 loss_bbox_0: 0.3357 loss_giou_0: 0.5948 loss_ce_1: 0.4693 loss_bbox_1: 0.2368 loss_giou_1: 0.4283 loss_ce_2: 0.4067 loss_bbox_2: 0.2155 loss_giou_2: 0.3971 loss_ce_3: 0.3919 loss_bbox_3: 0.208 loss_giou_3: 0.3819 loss_ce_4: 0.3794 loss_bbox_4: 0.2053 loss_giou_4: 0.3805 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:49] d2.utils.events INFO: eta: 1 day, 4:58:06 iter: 78139 total_loss: 6.29 loss_ce: 0.3615 loss_bbox: 0.2042 loss_giou: 0.3601 loss_ce_0: 0.5299 loss_bbox_0: 0.3567 loss_giou_0: 0.5661 loss_ce_1: 0.4532 loss_bbox_1: 0.2449 loss_giou_1: 0.4177 loss_ce_2: 0.3902 loss_bbox_2: 0.2125 loss_giou_2: 0.3762 loss_ce_3: 0.3606 loss_bbox_3: 0.2087 loss_giou_3: 0.3682 loss_ce_4: 0.3571 loss_bbox_4: 0.2035 loss_giou_4: 0.3584 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 19:33:54] d2.utils.events INFO: eta: 1 day, 4:57:38 iter: 78159 total_loss: 6.509 loss_ce: 0.3639 loss_bbox: 0.2104 loss_giou: 0.3704 loss_ce_0: 0.5422 loss_bbox_0: 0.3526 loss_giou_0: 0.5732 loss_ce_1: 0.4584 loss_bbox_1: 0.2515 loss_giou_1: 0.4113 loss_ce_2: 0.3961 loss_bbox_2: 0.2283 loss_giou_2: 0.3876 loss_ce_3: 0.3763 loss_bbox_3: 0.2133 loss_giou_3: 0.3731 loss_ce_4: 0.363 loss_bbox_4: 0.2156 loss_giou_4: 0.3713 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:00] d2.utils.events INFO: eta: 1 day, 4:57:48 iter: 78179 total_loss: 6.549 loss_ce: 0.3568 loss_bbox: 0.2041 loss_giou: 0.3695 loss_ce_0: 0.543 loss_bbox_0: 0.3451 loss_giou_0: 0.5759 loss_ce_1: 0.4535 loss_bbox_1: 0.2445 loss_giou_1: 0.4259 loss_ce_2: 0.3997 loss_bbox_2: 0.217 loss_giou_2: 0.3796 loss_ce_3: 0.3671 loss_bbox_3: 0.2097 loss_giou_3: 0.3721 loss_ce_4: 0.3572 loss_bbox_4: 0.2044 loss_giou_4: 0.3707 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:06] d2.utils.events INFO: eta: 1 day, 4:57:56 iter: 78199 total_loss: 6.34 loss_ce: 0.3652 loss_bbox: 0.2044 loss_giou: 0.36 loss_ce_0: 0.5469 loss_bbox_0: 0.3553 loss_giou_0: 0.5543 loss_ce_1: 0.4501 loss_bbox_1: 0.2383 loss_giou_1: 0.4058 loss_ce_2: 0.3883 loss_bbox_2: 0.2069 loss_giou_2: 0.3733 loss_ce_3: 0.3699 loss_bbox_3: 0.2072 loss_giou_3: 0.3639 loss_ce_4: 0.3657 loss_bbox_4: 0.2039 loss_giou_4: 0.3631 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:11] d2.utils.events INFO: eta: 1 day, 4:58:54 iter: 78219 total_loss: 6.6 loss_ce: 0.3812 loss_bbox: 0.2156 loss_giou: 0.3788 loss_ce_0: 0.566 loss_bbox_0: 0.3703 loss_giou_0: 0.5621 loss_ce_1: 0.4777 loss_bbox_1: 0.2544 loss_giou_1: 0.4266 loss_ce_2: 0.4175 loss_bbox_2: 0.2274 loss_giou_2: 0.3958 loss_ce_3: 0.393 loss_bbox_3: 0.2194 loss_giou_3: 0.3808 loss_ce_4: 0.3865 loss_bbox_4: 0.2147 loss_giou_4: 0.3805 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:17] d2.utils.events INFO: eta: 1 day, 4:58:50 iter: 78239 total_loss: 6.249 loss_ce: 0.3837 loss_bbox: 0.1985 loss_giou: 0.3718 loss_ce_0: 0.5605 loss_bbox_0: 0.326 loss_giou_0: 0.5495 loss_ce_1: 0.4591 loss_bbox_1: 0.2309 loss_giou_1: 0.4095 loss_ce_2: 0.4111 loss_bbox_2: 0.2129 loss_giou_2: 0.3771 loss_ce_3: 0.3887 loss_bbox_3: 0.204 loss_giou_3: 0.3761 loss_ce_4: 0.3802 loss_bbox_4: 0.2005 loss_giou_4: 0.3705 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:23] d2.utils.events INFO: eta: 1 day, 4:58:03 iter: 78259 total_loss: 6.417 loss_ce: 0.3477 loss_bbox: 0.2102 loss_giou: 0.3769 loss_ce_0: 0.5336 loss_bbox_0: 0.3419 loss_giou_0: 0.57 loss_ce_1: 0.4395 loss_bbox_1: 0.2361 loss_giou_1: 0.4282 loss_ce_2: 0.3803 loss_bbox_2: 0.2165 loss_giou_2: 0.4005 loss_ce_3: 0.3599 loss_bbox_3: 0.2115 loss_giou_3: 0.3848 loss_ce_4: 0.3498 loss_bbox_4: 0.2097 loss_giou_4: 0.3815 time: 0.2803 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:28] d2.utils.events INFO: eta: 1 day, 4:58:58 iter: 78279 total_loss: 6.689 loss_ce: 0.3688 loss_bbox: 0.2199 loss_giou: 0.3757 loss_ce_0: 0.5597 loss_bbox_0: 0.3548 loss_giou_0: 0.5708 loss_ce_1: 0.4566 loss_bbox_1: 0.2462 loss_giou_1: 0.4309 loss_ce_2: 0.4101 loss_bbox_2: 0.2299 loss_giou_2: 0.3996 loss_ce_3: 0.3778 loss_bbox_3: 0.2244 loss_giou_3: 0.3846 loss_ce_4: 0.3691 loss_bbox_4: 0.2212 loss_giou_4: 0.3771 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:34] d2.utils.events INFO: eta: 1 day, 4:59:31 iter: 78299 total_loss: 6.613 loss_ce: 0.3515 loss_bbox: 0.2178 loss_giou: 0.3815 loss_ce_0: 0.5523 loss_bbox_0: 0.3522 loss_giou_0: 0.5687 loss_ce_1: 0.4605 loss_bbox_1: 0.2552 loss_giou_1: 0.4338 loss_ce_2: 0.3816 loss_bbox_2: 0.2346 loss_giou_2: 0.3974 loss_ce_3: 0.3605 loss_bbox_3: 0.223 loss_giou_3: 0.3877 loss_ce_4: 0.348 loss_bbox_4: 0.2184 loss_giou_4: 0.3849 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:40] d2.utils.events INFO: eta: 1 day, 4:59:24 iter: 78319 total_loss: 6.456 loss_ce: 0.3637 loss_bbox: 0.1976 loss_giou: 0.3589 loss_ce_0: 0.5417 loss_bbox_0: 0.3454 loss_giou_0: 0.5652 loss_ce_1: 0.4446 loss_bbox_1: 0.2435 loss_giou_1: 0.4172 loss_ce_2: 0.3985 loss_bbox_2: 0.2125 loss_giou_2: 0.3779 loss_ce_3: 0.3698 loss_bbox_3: 0.2015 loss_giou_3: 0.3708 loss_ce_4: 0.3642 loss_bbox_4: 0.202 loss_giou_4: 0.3629 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:46] d2.utils.events INFO: eta: 1 day, 4:59:05 iter: 78339 total_loss: 6.866 loss_ce: 0.3922 loss_bbox: 0.2221 loss_giou: 0.3753 loss_ce_0: 0.5591 loss_bbox_0: 0.3788 loss_giou_0: 0.5774 loss_ce_1: 0.4765 loss_bbox_1: 0.2695 loss_giou_1: 0.4373 loss_ce_2: 0.4126 loss_bbox_2: 0.2466 loss_giou_2: 0.4006 loss_ce_3: 0.3994 loss_bbox_3: 0.2301 loss_giou_3: 0.3884 loss_ce_4: 0.391 loss_bbox_4: 0.2252 loss_giou_4: 0.38 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:51] d2.utils.events INFO: eta: 1 day, 4:58:59 iter: 78359 total_loss: 6.837 loss_ce: 0.3693 loss_bbox: 0.233 loss_giou: 0.3833 loss_ce_0: 0.5522 loss_bbox_0: 0.3653 loss_giou_0: 0.563 loss_ce_1: 0.4468 loss_bbox_1: 0.2677 loss_giou_1: 0.4397 loss_ce_2: 0.4033 loss_bbox_2: 0.2396 loss_giou_2: 0.3973 loss_ce_3: 0.3717 loss_bbox_3: 0.2328 loss_giou_3: 0.3927 loss_ce_4: 0.3688 loss_bbox_4: 0.2333 loss_giou_4: 0.3856 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 19:34:57] d2.utils.events INFO: eta: 1 day, 4:59:04 iter: 78379 total_loss: 6.474 loss_ce: 0.35 loss_bbox: 0.219 loss_giou: 0.3569 loss_ce_0: 0.5472 loss_bbox_0: 0.365 loss_giou_0: 0.5073 loss_ce_1: 0.4423 loss_bbox_1: 0.2525 loss_giou_1: 0.397 loss_ce_2: 0.3786 loss_bbox_2: 0.2319 loss_giou_2: 0.3694 loss_ce_3: 0.3556 loss_bbox_3: 0.2215 loss_giou_3: 0.3636 loss_ce_4: 0.3465 loss_bbox_4: 0.2213 loss_giou_4: 0.359 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:02] d2.utils.events INFO: eta: 1 day, 4:58:11 iter: 78399 total_loss: 6.166 loss_ce: 0.3423 loss_bbox: 0.2023 loss_giou: 0.3656 loss_ce_0: 0.5368 loss_bbox_0: 0.3387 loss_giou_0: 0.5415 loss_ce_1: 0.4299 loss_bbox_1: 0.2266 loss_giou_1: 0.4068 loss_ce_2: 0.3738 loss_bbox_2: 0.2036 loss_giou_2: 0.3774 loss_ce_3: 0.3668 loss_bbox_3: 0.2 loss_giou_3: 0.3755 loss_ce_4: 0.3434 loss_bbox_4: 0.2015 loss_giou_4: 0.3769 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:08] d2.utils.events INFO: eta: 1 day, 4:58:29 iter: 78419 total_loss: 6.051 loss_ce: 0.3314 loss_bbox: 0.2125 loss_giou: 0.3545 loss_ce_0: 0.5302 loss_bbox_0: 0.3257 loss_giou_0: 0.5382 loss_ce_1: 0.4139 loss_bbox_1: 0.2272 loss_giou_1: 0.4012 loss_ce_2: 0.3538 loss_bbox_2: 0.2172 loss_giou_2: 0.3703 loss_ce_3: 0.3379 loss_bbox_3: 0.212 loss_giou_3: 0.3528 loss_ce_4: 0.3329 loss_bbox_4: 0.2142 loss_giou_4: 0.3525 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:14] d2.utils.events INFO: eta: 1 day, 4:57:59 iter: 78439 total_loss: 6.401 loss_ce: 0.3613 loss_bbox: 0.2173 loss_giou: 0.3458 loss_ce_0: 0.5545 loss_bbox_0: 0.3784 loss_giou_0: 0.5343 loss_ce_1: 0.4627 loss_bbox_1: 0.2633 loss_giou_1: 0.3933 loss_ce_2: 0.4032 loss_bbox_2: 0.2357 loss_giou_2: 0.3538 loss_ce_3: 0.3777 loss_bbox_3: 0.2228 loss_giou_3: 0.3514 loss_ce_4: 0.3663 loss_bbox_4: 0.2175 loss_giou_4: 0.3467 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:20] d2.utils.events INFO: eta: 1 day, 4:58:31 iter: 78459 total_loss: 6.685 loss_ce: 0.3821 loss_bbox: 0.2096 loss_giou: 0.398 loss_ce_0: 0.5632 loss_bbox_0: 0.3568 loss_giou_0: 0.5869 loss_ce_1: 0.4643 loss_bbox_1: 0.2471 loss_giou_1: 0.4465 loss_ce_2: 0.4167 loss_bbox_2: 0.2206 loss_giou_2: 0.3991 loss_ce_3: 0.3982 loss_bbox_3: 0.2108 loss_giou_3: 0.3967 loss_ce_4: 0.3862 loss_bbox_4: 0.2092 loss_giou_4: 0.3988 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:25] d2.utils.events INFO: eta: 1 day, 4:58:36 iter: 78479 total_loss: 6.451 loss_ce: 0.3511 loss_bbox: 0.2143 loss_giou: 0.3757 loss_ce_0: 0.5325 loss_bbox_0: 0.3525 loss_giou_0: 0.578 loss_ce_1: 0.443 loss_bbox_1: 0.2406 loss_giou_1: 0.4229 loss_ce_2: 0.3881 loss_bbox_2: 0.2276 loss_giou_2: 0.391 loss_ce_3: 0.3613 loss_bbox_3: 0.2196 loss_giou_3: 0.3787 loss_ce_4: 0.3483 loss_bbox_4: 0.2204 loss_giou_4: 0.3763 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:31] d2.utils.events INFO: eta: 1 day, 4:59:44 iter: 78499 total_loss: 6.655 loss_ce: 0.3593 loss_bbox: 0.2178 loss_giou: 0.3833 loss_ce_0: 0.5469 loss_bbox_0: 0.3512 loss_giou_0: 0.572 loss_ce_1: 0.4499 loss_bbox_1: 0.249 loss_giou_1: 0.4322 loss_ce_2: 0.4035 loss_bbox_2: 0.2239 loss_giou_2: 0.3976 loss_ce_3: 0.375 loss_bbox_3: 0.2204 loss_giou_3: 0.3877 loss_ce_4: 0.3613 loss_bbox_4: 0.2161 loss_giou_4: 0.3823 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:37] d2.utils.events INFO: eta: 1 day, 4:59:23 iter: 78519 total_loss: 6.894 loss_ce: 0.3904 loss_bbox: 0.2237 loss_giou: 0.383 loss_ce_0: 0.5675 loss_bbox_0: 0.3499 loss_giou_0: 0.5679 loss_ce_1: 0.4808 loss_bbox_1: 0.2506 loss_giou_1: 0.43 loss_ce_2: 0.4166 loss_bbox_2: 0.2318 loss_giou_2: 0.3935 loss_ce_3: 0.3964 loss_bbox_3: 0.2273 loss_giou_3: 0.3841 loss_ce_4: 0.3942 loss_bbox_4: 0.2259 loss_giou_4: 0.3861 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:42] d2.utils.events INFO: eta: 1 day, 4:59:00 iter: 78539 total_loss: 6.432 loss_ce: 0.3598 loss_bbox: 0.2081 loss_giou: 0.3771 loss_ce_0: 0.5479 loss_bbox_0: 0.3475 loss_giou_0: 0.5938 loss_ce_1: 0.4462 loss_bbox_1: 0.2437 loss_giou_1: 0.442 loss_ce_2: 0.3928 loss_bbox_2: 0.2182 loss_giou_2: 0.3955 loss_ce_3: 0.3696 loss_bbox_3: 0.2122 loss_giou_3: 0.391 loss_ce_4: 0.3587 loss_bbox_4: 0.21 loss_giou_4: 0.3806 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:48] d2.utils.events INFO: eta: 1 day, 4:58:54 iter: 78559 total_loss: 6.67 loss_ce: 0.3907 loss_bbox: 0.2202 loss_giou: 0.3769 loss_ce_0: 0.5865 loss_bbox_0: 0.3614 loss_giou_0: 0.5654 loss_ce_1: 0.4806 loss_bbox_1: 0.2625 loss_giou_1: 0.4305 loss_ce_2: 0.4122 loss_bbox_2: 0.2336 loss_giou_2: 0.3897 loss_ce_3: 0.3867 loss_bbox_3: 0.2257 loss_giou_3: 0.3813 loss_ce_4: 0.3808 loss_bbox_4: 0.2248 loss_giou_4: 0.3743 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:53] d2.utils.events INFO: eta: 1 day, 4:58:49 iter: 78579 total_loss: 6.578 loss_ce: 0.3669 loss_bbox: 0.1929 loss_giou: 0.3695 loss_ce_0: 0.5521 loss_bbox_0: 0.351 loss_giou_0: 0.5852 loss_ce_1: 0.4579 loss_bbox_1: 0.2404 loss_giou_1: 0.4317 loss_ce_2: 0.4093 loss_bbox_2: 0.212 loss_giou_2: 0.3915 loss_ce_3: 0.3834 loss_bbox_3: 0.2042 loss_giou_3: 0.3782 loss_ce_4: 0.3736 loss_bbox_4: 0.1985 loss_giou_4: 0.3702 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 19:35:59] d2.utils.events INFO: eta: 1 day, 4:58:06 iter: 78599 total_loss: 6.386 loss_ce: 0.328 loss_bbox: 0.2168 loss_giou: 0.3755 loss_ce_0: 0.5284 loss_bbox_0: 0.3613 loss_giou_0: 0.5757 loss_ce_1: 0.4269 loss_bbox_1: 0.2522 loss_giou_1: 0.4269 loss_ce_2: 0.363 loss_bbox_2: 0.2425 loss_giou_2: 0.3994 loss_ce_3: 0.3328 loss_bbox_3: 0.2273 loss_giou_3: 0.3866 loss_ce_4: 0.3297 loss_bbox_4: 0.2215 loss_giou_4: 0.3821 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:05] d2.utils.events INFO: eta: 1 day, 4:57:46 iter: 78619 total_loss: 6.592 loss_ce: 0.3635 loss_bbox: 0.2237 loss_giou: 0.3801 loss_ce_0: 0.5451 loss_bbox_0: 0.3725 loss_giou_0: 0.5632 loss_ce_1: 0.457 loss_bbox_1: 0.2526 loss_giou_1: 0.428 loss_ce_2: 0.3893 loss_bbox_2: 0.2323 loss_giou_2: 0.4084 loss_ce_3: 0.3694 loss_bbox_3: 0.2265 loss_giou_3: 0.3937 loss_ce_4: 0.3571 loss_bbox_4: 0.2256 loss_giou_4: 0.3882 time: 0.2803 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:10] d2.utils.events INFO: eta: 1 day, 4:56:47 iter: 78639 total_loss: 6.46 loss_ce: 0.3563 loss_bbox: 0.2095 loss_giou: 0.363 loss_ce_0: 0.5486 loss_bbox_0: 0.3488 loss_giou_0: 0.543 loss_ce_1: 0.4491 loss_bbox_1: 0.2419 loss_giou_1: 0.4178 loss_ce_2: 0.3866 loss_bbox_2: 0.2259 loss_giou_2: 0.3824 loss_ce_3: 0.3504 loss_bbox_3: 0.2157 loss_giou_3: 0.3752 loss_ce_4: 0.354 loss_bbox_4: 0.2121 loss_giou_4: 0.3666 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:16] d2.utils.events INFO: eta: 1 day, 4:57:01 iter: 78659 total_loss: 6.247 loss_ce: 0.3372 loss_bbox: 0.2085 loss_giou: 0.3656 loss_ce_0: 0.5227 loss_bbox_0: 0.3504 loss_giou_0: 0.5703 loss_ce_1: 0.4393 loss_bbox_1: 0.236 loss_giou_1: 0.4154 loss_ce_2: 0.3793 loss_bbox_2: 0.2193 loss_giou_2: 0.3851 loss_ce_3: 0.3515 loss_bbox_3: 0.2158 loss_giou_3: 0.3714 loss_ce_4: 0.3456 loss_bbox_4: 0.2114 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:22] d2.utils.events INFO: eta: 1 day, 4:57:46 iter: 78679 total_loss: 6.649 loss_ce: 0.4062 loss_bbox: 0.2198 loss_giou: 0.3713 loss_ce_0: 0.5656 loss_bbox_0: 0.3734 loss_giou_0: 0.5608 loss_ce_1: 0.4914 loss_bbox_1: 0.2605 loss_giou_1: 0.4141 loss_ce_2: 0.4431 loss_bbox_2: 0.2346 loss_giou_2: 0.3901 loss_ce_3: 0.4155 loss_bbox_3: 0.2252 loss_giou_3: 0.3758 loss_ce_4: 0.411 loss_bbox_4: 0.2216 loss_giou_4: 0.3731 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:27] d2.utils.events INFO: eta: 1 day, 4:57:56 iter: 78699 total_loss: 6.432 loss_ce: 0.3464 loss_bbox: 0.2079 loss_giou: 0.3769 loss_ce_0: 0.5282 loss_bbox_0: 0.3529 loss_giou_0: 0.5649 loss_ce_1: 0.4336 loss_bbox_1: 0.2363 loss_giou_1: 0.4272 loss_ce_2: 0.3867 loss_bbox_2: 0.2166 loss_giou_2: 0.3979 loss_ce_3: 0.3577 loss_bbox_3: 0.213 loss_giou_3: 0.3853 loss_ce_4: 0.35 loss_bbox_4: 0.2087 loss_giou_4: 0.3779 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:33] d2.utils.events INFO: eta: 1 day, 4:58:17 iter: 78719 total_loss: 6.313 loss_ce: 0.3436 loss_bbox: 0.2128 loss_giou: 0.3552 loss_ce_0: 0.549 loss_bbox_0: 0.3619 loss_giou_0: 0.5575 loss_ce_1: 0.4569 loss_bbox_1: 0.2578 loss_giou_1: 0.4028 loss_ce_2: 0.3889 loss_bbox_2: 0.2332 loss_giou_2: 0.3699 loss_ce_3: 0.3565 loss_bbox_3: 0.2203 loss_giou_3: 0.3577 loss_ce_4: 0.346 loss_bbox_4: 0.2157 loss_giou_4: 0.354 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:39] d2.utils.events INFO: eta: 1 day, 4:58:04 iter: 78739 total_loss: 6.264 loss_ce: 0.3633 loss_bbox: 0.2226 loss_giou: 0.3699 loss_ce_0: 0.5342 loss_bbox_0: 0.3571 loss_giou_0: 0.5554 loss_ce_1: 0.4473 loss_bbox_1: 0.2494 loss_giou_1: 0.4245 loss_ce_2: 0.3935 loss_bbox_2: 0.2337 loss_giou_2: 0.3826 loss_ce_3: 0.3636 loss_bbox_3: 0.2259 loss_giou_3: 0.3774 loss_ce_4: 0.3587 loss_bbox_4: 0.225 loss_giou_4: 0.3737 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:44] d2.utils.events INFO: eta: 1 day, 4:57:32 iter: 78759 total_loss: 6.641 loss_ce: 0.3724 loss_bbox: 0.2071 loss_giou: 0.3846 loss_ce_0: 0.5582 loss_bbox_0: 0.349 loss_giou_0: 0.5967 loss_ce_1: 0.4695 loss_bbox_1: 0.2411 loss_giou_1: 0.4351 loss_ce_2: 0.4092 loss_bbox_2: 0.2186 loss_giou_2: 0.3929 loss_ce_3: 0.3786 loss_bbox_3: 0.2144 loss_giou_3: 0.3951 loss_ce_4: 0.3729 loss_bbox_4: 0.2094 loss_giou_4: 0.3868 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:50] d2.utils.events INFO: eta: 1 day, 4:57:19 iter: 78779 total_loss: 6.903 loss_ce: 0.3869 loss_bbox: 0.2326 loss_giou: 0.3652 loss_ce_0: 0.5674 loss_bbox_0: 0.3851 loss_giou_0: 0.5671 loss_ce_1: 0.4871 loss_bbox_1: 0.2643 loss_giou_1: 0.4135 loss_ce_2: 0.4113 loss_bbox_2: 0.2427 loss_giou_2: 0.3821 loss_ce_3: 0.3923 loss_bbox_3: 0.2361 loss_giou_3: 0.3707 loss_ce_4: 0.3835 loss_bbox_4: 0.2295 loss_giou_4: 0.3661 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 19:36:56] d2.utils.events INFO: eta: 1 day, 4:57:09 iter: 78799 total_loss: 6.261 loss_ce: 0.3573 loss_bbox: 0.19 loss_giou: 0.3658 loss_ce_0: 0.5351 loss_bbox_0: 0.3226 loss_giou_0: 0.5709 loss_ce_1: 0.4432 loss_bbox_1: 0.2197 loss_giou_1: 0.4241 loss_ce_2: 0.3804 loss_bbox_2: 0.2051 loss_giou_2: 0.3901 loss_ce_3: 0.3589 loss_bbox_3: 0.1951 loss_giou_3: 0.3763 loss_ce_4: 0.3534 loss_bbox_4: 0.1914 loss_giou_4: 0.3632 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:01] d2.utils.events INFO: eta: 1 day, 4:56:13 iter: 78819 total_loss: 6.795 loss_ce: 0.376 loss_bbox: 0.22 loss_giou: 0.395 loss_ce_0: 0.5635 loss_bbox_0: 0.3575 loss_giou_0: 0.5741 loss_ce_1: 0.4744 loss_bbox_1: 0.2576 loss_giou_1: 0.4399 loss_ce_2: 0.4102 loss_bbox_2: 0.2372 loss_giou_2: 0.4091 loss_ce_3: 0.3872 loss_bbox_3: 0.2268 loss_giou_3: 0.4019 loss_ce_4: 0.3829 loss_bbox_4: 0.2186 loss_giou_4: 0.3963 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:07] d2.utils.events INFO: eta: 1 day, 4:55:32 iter: 78839 total_loss: 6.938 loss_ce: 0.382 loss_bbox: 0.2282 loss_giou: 0.3885 loss_ce_0: 0.5703 loss_bbox_0: 0.3742 loss_giou_0: 0.5915 loss_ce_1: 0.484 loss_bbox_1: 0.2612 loss_giou_1: 0.4489 loss_ce_2: 0.4161 loss_bbox_2: 0.2393 loss_giou_2: 0.4115 loss_ce_3: 0.3887 loss_bbox_3: 0.2262 loss_giou_3: 0.3973 loss_ce_4: 0.387 loss_bbox_4: 0.2283 loss_giou_4: 0.3913 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:13] d2.utils.events INFO: eta: 1 day, 4:55:26 iter: 78859 total_loss: 6.529 loss_ce: 0.3629 loss_bbox: 0.2018 loss_giou: 0.3825 loss_ce_0: 0.5448 loss_bbox_0: 0.3504 loss_giou_0: 0.5851 loss_ce_1: 0.4601 loss_bbox_1: 0.2428 loss_giou_1: 0.4318 loss_ce_2: 0.386 loss_bbox_2: 0.2102 loss_giou_2: 0.3986 loss_ce_3: 0.3745 loss_bbox_3: 0.2013 loss_giou_3: 0.3886 loss_ce_4: 0.366 loss_bbox_4: 0.198 loss_giou_4: 0.3829 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:18] d2.utils.events INFO: eta: 1 day, 4:55:08 iter: 78879 total_loss: 6.552 loss_ce: 0.3631 loss_bbox: 0.2147 loss_giou: 0.3783 loss_ce_0: 0.5499 loss_bbox_0: 0.3579 loss_giou_0: 0.5661 loss_ce_1: 0.4456 loss_bbox_1: 0.2478 loss_giou_1: 0.4192 loss_ce_2: 0.39 loss_bbox_2: 0.2238 loss_giou_2: 0.3862 loss_ce_3: 0.3651 loss_bbox_3: 0.2187 loss_giou_3: 0.3892 loss_ce_4: 0.3621 loss_bbox_4: 0.2155 loss_giou_4: 0.3796 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:24] d2.utils.events INFO: eta: 1 day, 4:53:49 iter: 78899 total_loss: 6.403 loss_ce: 0.3579 loss_bbox: 0.2095 loss_giou: 0.371 loss_ce_0: 0.5446 loss_bbox_0: 0.3519 loss_giou_0: 0.5565 loss_ce_1: 0.4605 loss_bbox_1: 0.2454 loss_giou_1: 0.4157 loss_ce_2: 0.4002 loss_bbox_2: 0.2257 loss_giou_2: 0.394 loss_ce_3: 0.3658 loss_bbox_3: 0.2201 loss_giou_3: 0.3733 loss_ce_4: 0.3536 loss_bbox_4: 0.2137 loss_giou_4: 0.3719 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:30] d2.utils.events INFO: eta: 1 day, 4:54:00 iter: 78919 total_loss: 6.38 loss_ce: 0.341 loss_bbox: 0.2061 loss_giou: 0.3661 loss_ce_0: 0.5244 loss_bbox_0: 0.3451 loss_giou_0: 0.5682 loss_ce_1: 0.4371 loss_bbox_1: 0.2444 loss_giou_1: 0.4198 loss_ce_2: 0.3797 loss_bbox_2: 0.2205 loss_giou_2: 0.3877 loss_ce_3: 0.3539 loss_bbox_3: 0.2085 loss_giou_3: 0.3702 loss_ce_4: 0.3447 loss_bbox_4: 0.2062 loss_giou_4: 0.3647 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:35] d2.utils.events INFO: eta: 1 day, 4:55:04 iter: 78939 total_loss: 6.283 loss_ce: 0.3394 loss_bbox: 0.213 loss_giou: 0.3378 loss_ce_0: 0.5471 loss_bbox_0: 0.3478 loss_giou_0: 0.5322 loss_ce_1: 0.4483 loss_bbox_1: 0.2453 loss_giou_1: 0.387 loss_ce_2: 0.3844 loss_bbox_2: 0.2163 loss_giou_2: 0.3555 loss_ce_3: 0.3617 loss_bbox_3: 0.2058 loss_giou_3: 0.3458 loss_ce_4: 0.3449 loss_bbox_4: 0.2148 loss_giou_4: 0.3443 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:41] d2.utils.events INFO: eta: 1 day, 4:55:11 iter: 78959 total_loss: 6.66 loss_ce: 0.3678 loss_bbox: 0.2248 loss_giou: 0.3824 loss_ce_0: 0.5576 loss_bbox_0: 0.3575 loss_giou_0: 0.5691 loss_ce_1: 0.4439 loss_bbox_1: 0.2524 loss_giou_1: 0.4352 loss_ce_2: 0.3947 loss_bbox_2: 0.2289 loss_giou_2: 0.4023 loss_ce_3: 0.372 loss_bbox_3: 0.2176 loss_giou_3: 0.3896 loss_ce_4: 0.3621 loss_bbox_4: 0.2238 loss_giou_4: 0.3831 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:46] d2.utils.events INFO: eta: 1 day, 4:54:39 iter: 78979 total_loss: 6.564 loss_ce: 0.3597 loss_bbox: 0.2167 loss_giou: 0.374 loss_ce_0: 0.5442 loss_bbox_0: 0.3691 loss_giou_0: 0.578 loss_ce_1: 0.4422 loss_bbox_1: 0.2528 loss_giou_1: 0.4488 loss_ce_2: 0.4093 loss_bbox_2: 0.2338 loss_giou_2: 0.3978 loss_ce_3: 0.3728 loss_bbox_3: 0.2208 loss_giou_3: 0.3874 loss_ce_4: 0.3612 loss_bbox_4: 0.223 loss_giou_4: 0.3796 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:52] d2.utils.events INFO: eta: 1 day, 4:53:37 iter: 78999 total_loss: 6.383 loss_ce: 0.342 loss_bbox: 0.2155 loss_giou: 0.3728 loss_ce_0: 0.5225 loss_bbox_0: 0.3484 loss_giou_0: 0.5464 loss_ce_1: 0.4212 loss_bbox_1: 0.2532 loss_giou_1: 0.4221 loss_ce_2: 0.3674 loss_bbox_2: 0.2337 loss_giou_2: 0.3884 loss_ce_3: 0.3441 loss_bbox_3: 0.2222 loss_giou_3: 0.3789 loss_ce_4: 0.3396 loss_bbox_4: 0.2212 loss_giou_4: 0.3738 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 19:37:58] d2.utils.events INFO: eta: 1 day, 4:53:32 iter: 79019 total_loss: 6.318 loss_ce: 0.3603 loss_bbox: 0.2071 loss_giou: 0.3793 loss_ce_0: 0.5576 loss_bbox_0: 0.3603 loss_giou_0: 0.5614 loss_ce_1: 0.4701 loss_bbox_1: 0.242 loss_giou_1: 0.4232 loss_ce_2: 0.4024 loss_bbox_2: 0.2232 loss_giou_2: 0.3831 loss_ce_3: 0.3759 loss_bbox_3: 0.2109 loss_giou_3: 0.3823 loss_ce_4: 0.3616 loss_bbox_4: 0.2074 loss_giou_4: 0.3813 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:04] d2.utils.events INFO: eta: 1 day, 4:53:07 iter: 79039 total_loss: 6.506 loss_ce: 0.3524 loss_bbox: 0.2069 loss_giou: 0.3888 loss_ce_0: 0.5262 loss_bbox_0: 0.3453 loss_giou_0: 0.5832 loss_ce_1: 0.4369 loss_bbox_1: 0.2604 loss_giou_1: 0.4506 loss_ce_2: 0.385 loss_bbox_2: 0.2288 loss_giou_2: 0.4086 loss_ce_3: 0.3607 loss_bbox_3: 0.2204 loss_giou_3: 0.3978 loss_ce_4: 0.3553 loss_bbox_4: 0.2171 loss_giou_4: 0.3916 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:09] d2.utils.events INFO: eta: 1 day, 4:52:46 iter: 79059 total_loss: 6.776 loss_ce: 0.3549 loss_bbox: 0.2225 loss_giou: 0.4063 loss_ce_0: 0.5542 loss_bbox_0: 0.3555 loss_giou_0: 0.6055 loss_ce_1: 0.4489 loss_bbox_1: 0.2462 loss_giou_1: 0.4609 loss_ce_2: 0.3875 loss_bbox_2: 0.2262 loss_giou_2: 0.4179 loss_ce_3: 0.3612 loss_bbox_3: 0.2206 loss_giou_3: 0.4142 loss_ce_4: 0.3558 loss_bbox_4: 0.2258 loss_giou_4: 0.4086 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:15] d2.utils.events INFO: eta: 1 day, 4:52:32 iter: 79079 total_loss: 6.462 loss_ce: 0.3588 loss_bbox: 0.2153 loss_giou: 0.3874 loss_ce_0: 0.5394 loss_bbox_0: 0.3411 loss_giou_0: 0.5801 loss_ce_1: 0.4498 loss_bbox_1: 0.246 loss_giou_1: 0.4333 loss_ce_2: 0.383 loss_bbox_2: 0.2282 loss_giou_2: 0.3987 loss_ce_3: 0.3691 loss_bbox_3: 0.2182 loss_giou_3: 0.3913 loss_ce_4: 0.359 loss_bbox_4: 0.215 loss_giou_4: 0.3884 time: 0.2803 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:21] d2.utils.events INFO: eta: 1 day, 4:52:27 iter: 79099 total_loss: 6.431 loss_ce: 0.3759 loss_bbox: 0.2231 loss_giou: 0.3699 loss_ce_0: 0.5545 loss_bbox_0: 0.3869 loss_giou_0: 0.541 loss_ce_1: 0.4403 loss_bbox_1: 0.2635 loss_giou_1: 0.4202 loss_ce_2: 0.3877 loss_bbox_2: 0.2448 loss_giou_2: 0.3922 loss_ce_3: 0.3715 loss_bbox_3: 0.2322 loss_giou_3: 0.377 loss_ce_4: 0.3671 loss_bbox_4: 0.2243 loss_giou_4: 0.3733 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:26] d2.utils.events INFO: eta: 1 day, 4:52:32 iter: 79119 total_loss: 6.66 loss_ce: 0.3713 loss_bbox: 0.2193 loss_giou: 0.3588 loss_ce_0: 0.5649 loss_bbox_0: 0.3736 loss_giou_0: 0.5503 loss_ce_1: 0.4637 loss_bbox_1: 0.2588 loss_giou_1: 0.4172 loss_ce_2: 0.4063 loss_bbox_2: 0.2341 loss_giou_2: 0.3749 loss_ce_3: 0.3895 loss_bbox_3: 0.2224 loss_giou_3: 0.3664 loss_ce_4: 0.3731 loss_bbox_4: 0.218 loss_giou_4: 0.3622 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:32] d2.utils.events INFO: eta: 1 day, 4:52:16 iter: 79139 total_loss: 6.467 loss_ce: 0.3609 loss_bbox: 0.2341 loss_giou: 0.3754 loss_ce_0: 0.5329 loss_bbox_0: 0.3684 loss_giou_0: 0.5805 loss_ce_1: 0.4502 loss_bbox_1: 0.2597 loss_giou_1: 0.437 loss_ce_2: 0.3915 loss_bbox_2: 0.2333 loss_giou_2: 0.3918 loss_ce_3: 0.3592 loss_bbox_3: 0.2269 loss_giou_3: 0.3824 loss_ce_4: 0.3563 loss_bbox_4: 0.2364 loss_giou_4: 0.3752 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:38] d2.utils.events INFO: eta: 1 day, 4:51:57 iter: 79159 total_loss: 6.71 loss_ce: 0.3872 loss_bbox: 0.2371 loss_giou: 0.3668 loss_ce_0: 0.5706 loss_bbox_0: 0.3906 loss_giou_0: 0.5577 loss_ce_1: 0.4631 loss_bbox_1: 0.267 loss_giou_1: 0.4198 loss_ce_2: 0.4151 loss_bbox_2: 0.2457 loss_giou_2: 0.3892 loss_ce_3: 0.3897 loss_bbox_3: 0.2316 loss_giou_3: 0.3711 loss_ce_4: 0.3868 loss_bbox_4: 0.2384 loss_giou_4: 0.3699 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:43] d2.utils.events INFO: eta: 1 day, 4:51:54 iter: 79179 total_loss: 6.625 loss_ce: 0.3837 loss_bbox: 0.204 loss_giou: 0.3763 loss_ce_0: 0.5655 loss_bbox_0: 0.3569 loss_giou_0: 0.5602 loss_ce_1: 0.4781 loss_bbox_1: 0.2421 loss_giou_1: 0.4162 loss_ce_2: 0.4165 loss_bbox_2: 0.2157 loss_giou_2: 0.3891 loss_ce_3: 0.3949 loss_bbox_3: 0.2102 loss_giou_3: 0.3773 loss_ce_4: 0.3815 loss_bbox_4: 0.2063 loss_giou_4: 0.3756 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:49] d2.utils.events INFO: eta: 1 day, 4:52:24 iter: 79199 total_loss: 6.433 loss_ce: 0.355 loss_bbox: 0.2066 loss_giou: 0.3663 loss_ce_0: 0.5323 loss_bbox_0: 0.3495 loss_giou_0: 0.5624 loss_ce_1: 0.4464 loss_bbox_1: 0.2458 loss_giou_1: 0.4161 loss_ce_2: 0.3857 loss_bbox_2: 0.2184 loss_giou_2: 0.3817 loss_ce_3: 0.3558 loss_bbox_3: 0.2176 loss_giou_3: 0.3727 loss_ce_4: 0.3534 loss_bbox_4: 0.2115 loss_giou_4: 0.3661 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:38:55] d2.utils.events INFO: eta: 1 day, 4:51:43 iter: 79219 total_loss: 6.488 loss_ce: 0.3681 loss_bbox: 0.2093 loss_giou: 0.362 loss_ce_0: 0.5589 loss_bbox_0: 0.3709 loss_giou_0: 0.5572 loss_ce_1: 0.4635 loss_bbox_1: 0.2576 loss_giou_1: 0.4304 loss_ce_2: 0.4069 loss_bbox_2: 0.2193 loss_giou_2: 0.3871 loss_ce_3: 0.3742 loss_bbox_3: 0.214 loss_giou_3: 0.3752 loss_ce_4: 0.3614 loss_bbox_4: 0.2098 loss_giou_4: 0.37 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:00] d2.utils.events INFO: eta: 1 day, 4:52:13 iter: 79239 total_loss: 6.456 loss_ce: 0.3728 loss_bbox: 0.2128 loss_giou: 0.3722 loss_ce_0: 0.5642 loss_bbox_0: 0.3673 loss_giou_0: 0.6022 loss_ce_1: 0.4524 loss_bbox_1: 0.2469 loss_giou_1: 0.4303 loss_ce_2: 0.3964 loss_bbox_2: 0.2243 loss_giou_2: 0.394 loss_ce_3: 0.3768 loss_bbox_3: 0.2229 loss_giou_3: 0.3727 loss_ce_4: 0.3722 loss_bbox_4: 0.215 loss_giou_4: 0.3715 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:06] d2.utils.events INFO: eta: 1 day, 4:52:43 iter: 79259 total_loss: 6.345 loss_ce: 0.3569 loss_bbox: 0.2059 loss_giou: 0.3572 loss_ce_0: 0.5643 loss_bbox_0: 0.3691 loss_giou_0: 0.5479 loss_ce_1: 0.456 loss_bbox_1: 0.2489 loss_giou_1: 0.404 loss_ce_2: 0.3785 loss_bbox_2: 0.2259 loss_giou_2: 0.3709 loss_ce_3: 0.3648 loss_bbox_3: 0.2192 loss_giou_3: 0.3661 loss_ce_4: 0.3539 loss_bbox_4: 0.2067 loss_giou_4: 0.3613 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:12] d2.utils.events INFO: eta: 1 day, 4:53:15 iter: 79279 total_loss: 6.299 loss_ce: 0.3575 loss_bbox: 0.2219 loss_giou: 0.3705 loss_ce_0: 0.5299 loss_bbox_0: 0.3624 loss_giou_0: 0.5454 loss_ce_1: 0.4433 loss_bbox_1: 0.2478 loss_giou_1: 0.4089 loss_ce_2: 0.3839 loss_bbox_2: 0.2276 loss_giou_2: 0.3795 loss_ce_3: 0.3591 loss_bbox_3: 0.2226 loss_giou_3: 0.3732 loss_ce_4: 0.3593 loss_bbox_4: 0.222 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:18] d2.utils.events INFO: eta: 1 day, 4:53:19 iter: 79299 total_loss: 6.525 loss_ce: 0.3775 loss_bbox: 0.2144 loss_giou: 0.3618 loss_ce_0: 0.5573 loss_bbox_0: 0.3517 loss_giou_0: 0.5405 loss_ce_1: 0.4653 loss_bbox_1: 0.2478 loss_giou_1: 0.4217 loss_ce_2: 0.4196 loss_bbox_2: 0.2244 loss_giou_2: 0.3817 loss_ce_3: 0.3869 loss_bbox_3: 0.219 loss_giou_3: 0.3695 loss_ce_4: 0.3844 loss_bbox_4: 0.2126 loss_giou_4: 0.3661 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:23] d2.utils.events INFO: eta: 1 day, 4:53:25 iter: 79319 total_loss: 6.387 loss_ce: 0.3692 loss_bbox: 0.2121 loss_giou: 0.3739 loss_ce_0: 0.5392 loss_bbox_0: 0.3508 loss_giou_0: 0.5599 loss_ce_1: 0.4549 loss_bbox_1: 0.253 loss_giou_1: 0.4097 loss_ce_2: 0.3966 loss_bbox_2: 0.2232 loss_giou_2: 0.3775 loss_ce_3: 0.3724 loss_bbox_3: 0.212 loss_giou_3: 0.3645 loss_ce_4: 0.3692 loss_bbox_4: 0.2156 loss_giou_4: 0.3711 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:29] d2.utils.events INFO: eta: 1 day, 4:53:20 iter: 79339 total_loss: 6.661 loss_ce: 0.369 loss_bbox: 0.2186 loss_giou: 0.3787 loss_ce_0: 0.5512 loss_bbox_0: 0.3734 loss_giou_0: 0.553 loss_ce_1: 0.4617 loss_bbox_1: 0.2628 loss_giou_1: 0.43 loss_ce_2: 0.4081 loss_bbox_2: 0.2337 loss_giou_2: 0.3967 loss_ce_3: 0.3766 loss_bbox_3: 0.2219 loss_giou_3: 0.3823 loss_ce_4: 0.3698 loss_bbox_4: 0.2194 loss_giou_4: 0.3813 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:35] d2.utils.events INFO: eta: 1 day, 4:53:09 iter: 79359 total_loss: 6.614 loss_ce: 0.3714 loss_bbox: 0.2077 loss_giou: 0.3658 loss_ce_0: 0.559 loss_bbox_0: 0.3703 loss_giou_0: 0.5705 loss_ce_1: 0.4636 loss_bbox_1: 0.2564 loss_giou_1: 0.4229 loss_ce_2: 0.4061 loss_bbox_2: 0.2244 loss_giou_2: 0.3786 loss_ce_3: 0.3792 loss_bbox_3: 0.2142 loss_giou_3: 0.3733 loss_ce_4: 0.3742 loss_bbox_4: 0.2086 loss_giou_4: 0.3675 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:40] d2.utils.events INFO: eta: 1 day, 4:51:47 iter: 79379 total_loss: 6.439 loss_ce: 0.3444 loss_bbox: 0.2184 loss_giou: 0.3567 loss_ce_0: 0.5188 loss_bbox_0: 0.3639 loss_giou_0: 0.5418 loss_ce_1: 0.4579 loss_bbox_1: 0.2561 loss_giou_1: 0.4069 loss_ce_2: 0.3922 loss_bbox_2: 0.235 loss_giou_2: 0.378 loss_ce_3: 0.3683 loss_bbox_3: 0.2276 loss_giou_3: 0.3643 loss_ce_4: 0.3545 loss_bbox_4: 0.2211 loss_giou_4: 0.3636 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:46] d2.utils.events INFO: eta: 1 day, 4:52:04 iter: 79399 total_loss: 6.636 loss_ce: 0.3759 loss_bbox: 0.2163 loss_giou: 0.4021 loss_ce_0: 0.5628 loss_bbox_0: 0.368 loss_giou_0: 0.589 loss_ce_1: 0.464 loss_bbox_1: 0.2474 loss_giou_1: 0.4504 loss_ce_2: 0.3918 loss_bbox_2: 0.2305 loss_giou_2: 0.418 loss_ce_3: 0.3738 loss_bbox_3: 0.2232 loss_giou_3: 0.4076 loss_ce_4: 0.3685 loss_bbox_4: 0.2206 loss_giou_4: 0.4056 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:51] d2.utils.events INFO: eta: 1 day, 4:51:36 iter: 79419 total_loss: 6.658 loss_ce: 0.3663 loss_bbox: 0.2086 loss_giou: 0.3634 loss_ce_0: 0.5463 loss_bbox_0: 0.3637 loss_giou_0: 0.5645 loss_ce_1: 0.4586 loss_bbox_1: 0.2435 loss_giou_1: 0.4145 loss_ce_2: 0.4023 loss_bbox_2: 0.2243 loss_giou_2: 0.3903 loss_ce_3: 0.3836 loss_bbox_3: 0.2114 loss_giou_3: 0.3718 loss_ce_4: 0.3672 loss_bbox_4: 0.2077 loss_giou_4: 0.3689 time: 0.2803 data_time: 0.0355 lr: 2.5e-05 max_mem: 5427M [11/02 19:39:57] d2.utils.events INFO: eta: 1 day, 4:51:12 iter: 79439 total_loss: 6.658 loss_ce: 0.4018 loss_bbox: 0.2125 loss_giou: 0.3877 loss_ce_0: 0.5658 loss_bbox_0: 0.3625 loss_giou_0: 0.585 loss_ce_1: 0.4779 loss_bbox_1: 0.2538 loss_giou_1: 0.4523 loss_ce_2: 0.4372 loss_bbox_2: 0.2307 loss_giou_2: 0.4131 loss_ce_3: 0.4111 loss_bbox_3: 0.2161 loss_giou_3: 0.3935 loss_ce_4: 0.4008 loss_bbox_4: 0.2123 loss_giou_4: 0.3903 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:03] d2.utils.events INFO: eta: 1 day, 4:50:37 iter: 79459 total_loss: 6.531 loss_ce: 0.3536 loss_bbox: 0.2144 loss_giou: 0.3857 loss_ce_0: 0.5643 loss_bbox_0: 0.3581 loss_giou_0: 0.5657 loss_ce_1: 0.4491 loss_bbox_1: 0.2517 loss_giou_1: 0.4264 loss_ce_2: 0.3858 loss_bbox_2: 0.2232 loss_giou_2: 0.3987 loss_ce_3: 0.3582 loss_bbox_3: 0.216 loss_giou_3: 0.3911 loss_ce_4: 0.3516 loss_bbox_4: 0.2146 loss_giou_4: 0.3869 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:08] d2.utils.events INFO: eta: 1 day, 4:50:13 iter: 79479 total_loss: 6.479 loss_ce: 0.3672 loss_bbox: 0.2111 loss_giou: 0.375 loss_ce_0: 0.5382 loss_bbox_0: 0.3422 loss_giou_0: 0.5837 loss_ce_1: 0.452 loss_bbox_1: 0.2473 loss_giou_1: 0.4308 loss_ce_2: 0.3999 loss_bbox_2: 0.2295 loss_giou_2: 0.3937 loss_ce_3: 0.3744 loss_bbox_3: 0.2183 loss_giou_3: 0.3821 loss_ce_4: 0.3627 loss_bbox_4: 0.2129 loss_giou_4: 0.3771 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:14] d2.utils.events INFO: eta: 1 day, 4:49:50 iter: 79499 total_loss: 6.498 loss_ce: 0.3498 loss_bbox: 0.2245 loss_giou: 0.392 loss_ce_0: 0.5317 loss_bbox_0: 0.3473 loss_giou_0: 0.5903 loss_ce_1: 0.4337 loss_bbox_1: 0.2524 loss_giou_1: 0.4332 loss_ce_2: 0.3826 loss_bbox_2: 0.2338 loss_giou_2: 0.404 loss_ce_3: 0.3611 loss_bbox_3: 0.2218 loss_giou_3: 0.3989 loss_ce_4: 0.3496 loss_bbox_4: 0.2227 loss_giou_4: 0.3915 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:20] d2.utils.events INFO: eta: 1 day, 4:49:15 iter: 79519 total_loss: 6.447 loss_ce: 0.3458 loss_bbox: 0.2224 loss_giou: 0.3616 loss_ce_0: 0.5278 loss_bbox_0: 0.3841 loss_giou_0: 0.5489 loss_ce_1: 0.4448 loss_bbox_1: 0.2636 loss_giou_1: 0.4111 loss_ce_2: 0.3704 loss_bbox_2: 0.2426 loss_giou_2: 0.3834 loss_ce_3: 0.3681 loss_bbox_3: 0.2322 loss_giou_3: 0.3686 loss_ce_4: 0.3586 loss_bbox_4: 0.2235 loss_giou_4: 0.3635 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:25] d2.utils.events INFO: eta: 1 day, 4:49:40 iter: 79539 total_loss: 6.741 loss_ce: 0.3545 loss_bbox: 0.2261 loss_giou: 0.3765 loss_ce_0: 0.5498 loss_bbox_0: 0.3793 loss_giou_0: 0.5742 loss_ce_1: 0.4525 loss_bbox_1: 0.262 loss_giou_1: 0.4375 loss_ce_2: 0.393 loss_bbox_2: 0.2345 loss_giou_2: 0.3949 loss_ce_3: 0.3587 loss_bbox_3: 0.2292 loss_giou_3: 0.3826 loss_ce_4: 0.3538 loss_bbox_4: 0.2233 loss_giou_4: 0.3734 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:31] d2.utils.events INFO: eta: 1 day, 4:49:34 iter: 79559 total_loss: 6.509 loss_ce: 0.3746 loss_bbox: 0.2151 loss_giou: 0.3735 loss_ce_0: 0.5569 loss_bbox_0: 0.3865 loss_giou_0: 0.5673 loss_ce_1: 0.4751 loss_bbox_1: 0.2504 loss_giou_1: 0.4189 loss_ce_2: 0.4076 loss_bbox_2: 0.2265 loss_giou_2: 0.3878 loss_ce_3: 0.3883 loss_bbox_3: 0.215 loss_giou_3: 0.3807 loss_ce_4: 0.3683 loss_bbox_4: 0.2145 loss_giou_4: 0.3756 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:37] d2.utils.events INFO: eta: 1 day, 4:49:29 iter: 79579 total_loss: 6.838 loss_ce: 0.3802 loss_bbox: 0.2323 loss_giou: 0.3821 loss_ce_0: 0.5659 loss_bbox_0: 0.3769 loss_giou_0: 0.5666 loss_ce_1: 0.4724 loss_bbox_1: 0.2658 loss_giou_1: 0.4259 loss_ce_2: 0.4128 loss_bbox_2: 0.2501 loss_giou_2: 0.403 loss_ce_3: 0.3863 loss_bbox_3: 0.2431 loss_giou_3: 0.3883 loss_ce_4: 0.3807 loss_bbox_4: 0.2385 loss_giou_4: 0.3848 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:42] d2.utils.events INFO: eta: 1 day, 4:49:23 iter: 79599 total_loss: 6.6 loss_ce: 0.3657 loss_bbox: 0.2135 loss_giou: 0.3819 loss_ce_0: 0.5616 loss_bbox_0: 0.3626 loss_giou_0: 0.5736 loss_ce_1: 0.4503 loss_bbox_1: 0.2529 loss_giou_1: 0.4386 loss_ce_2: 0.3987 loss_bbox_2: 0.2262 loss_giou_2: 0.3977 loss_ce_3: 0.368 loss_bbox_3: 0.2181 loss_giou_3: 0.3875 loss_ce_4: 0.366 loss_bbox_4: 0.2155 loss_giou_4: 0.3853 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:48] d2.utils.events INFO: eta: 1 day, 4:49:42 iter: 79619 total_loss: 6.735 loss_ce: 0.3859 loss_bbox: 0.2069 loss_giou: 0.3913 loss_ce_0: 0.5579 loss_bbox_0: 0.3564 loss_giou_0: 0.5779 loss_ce_1: 0.4803 loss_bbox_1: 0.2489 loss_giou_1: 0.4328 loss_ce_2: 0.4318 loss_bbox_2: 0.2216 loss_giou_2: 0.408 loss_ce_3: 0.3991 loss_bbox_3: 0.2119 loss_giou_3: 0.3999 loss_ce_4: 0.3919 loss_bbox_4: 0.2089 loss_giou_4: 0.3958 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:54] d2.utils.events INFO: eta: 1 day, 4:49:42 iter: 79639 total_loss: 6.363 loss_ce: 0.3584 loss_bbox: 0.2116 loss_giou: 0.3841 loss_ce_0: 0.5483 loss_bbox_0: 0.3483 loss_giou_0: 0.5842 loss_ce_1: 0.4508 loss_bbox_1: 0.2496 loss_giou_1: 0.4252 loss_ce_2: 0.3909 loss_bbox_2: 0.2297 loss_giou_2: 0.3938 loss_ce_3: 0.3763 loss_bbox_3: 0.219 loss_giou_3: 0.3931 loss_ce_4: 0.3538 loss_bbox_4: 0.2144 loss_giou_4: 0.3838 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:40:59] d2.utils.events INFO: eta: 1 day, 4:49:08 iter: 79659 total_loss: 6.596 loss_ce: 0.3765 loss_bbox: 0.2102 loss_giou: 0.3924 loss_ce_0: 0.5593 loss_bbox_0: 0.3462 loss_giou_0: 0.5992 loss_ce_1: 0.4603 loss_bbox_1: 0.2519 loss_giou_1: 0.4446 loss_ce_2: 0.4105 loss_bbox_2: 0.2341 loss_giou_2: 0.42 loss_ce_3: 0.3838 loss_bbox_3: 0.2197 loss_giou_3: 0.4043 loss_ce_4: 0.3802 loss_bbox_4: 0.2139 loss_giou_4: 0.3969 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:05] d2.utils.events INFO: eta: 1 day, 4:48:58 iter: 79679 total_loss: 6.638 loss_ce: 0.3738 loss_bbox: 0.2057 loss_giou: 0.3698 loss_ce_0: 0.5684 loss_bbox_0: 0.3549 loss_giou_0: 0.5721 loss_ce_1: 0.4601 loss_bbox_1: 0.2461 loss_giou_1: 0.4267 loss_ce_2: 0.4119 loss_bbox_2: 0.2214 loss_giou_2: 0.3937 loss_ce_3: 0.3841 loss_bbox_3: 0.2128 loss_giou_3: 0.3765 loss_ce_4: 0.3675 loss_bbox_4: 0.2086 loss_giou_4: 0.3711 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:11] d2.utils.events INFO: eta: 1 day, 4:48:53 iter: 79699 total_loss: 6.49 loss_ce: 0.3772 loss_bbox: 0.2127 loss_giou: 0.3701 loss_ce_0: 0.5623 loss_bbox_0: 0.3614 loss_giou_0: 0.5848 loss_ce_1: 0.463 loss_bbox_1: 0.2605 loss_giou_1: 0.4286 loss_ce_2: 0.3981 loss_bbox_2: 0.2272 loss_giou_2: 0.396 loss_ce_3: 0.3838 loss_bbox_3: 0.2193 loss_giou_3: 0.379 loss_ce_4: 0.3727 loss_bbox_4: 0.215 loss_giou_4: 0.3768 time: 0.2803 data_time: 0.0353 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:16] d2.utils.events INFO: eta: 1 day, 4:48:47 iter: 79719 total_loss: 6.714 loss_ce: 0.3803 loss_bbox: 0.2168 loss_giou: 0.3806 loss_ce_0: 0.5558 loss_bbox_0: 0.3588 loss_giou_0: 0.5918 loss_ce_1: 0.475 loss_bbox_1: 0.26 loss_giou_1: 0.4377 loss_ce_2: 0.4124 loss_bbox_2: 0.2298 loss_giou_2: 0.4036 loss_ce_3: 0.3882 loss_bbox_3: 0.2216 loss_giou_3: 0.3894 loss_ce_4: 0.3751 loss_bbox_4: 0.2211 loss_giou_4: 0.3866 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:22] d2.utils.events INFO: eta: 1 day, 4:48:42 iter: 79739 total_loss: 6.241 loss_ce: 0.3473 loss_bbox: 0.2057 loss_giou: 0.3597 loss_ce_0: 0.53 loss_bbox_0: 0.3357 loss_giou_0: 0.5486 loss_ce_1: 0.4319 loss_bbox_1: 0.2428 loss_giou_1: 0.3983 loss_ce_2: 0.3776 loss_bbox_2: 0.2195 loss_giou_2: 0.3655 loss_ce_3: 0.3532 loss_bbox_3: 0.21 loss_giou_3: 0.3595 loss_ce_4: 0.3488 loss_bbox_4: 0.2036 loss_giou_4: 0.359 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:28] d2.utils.events INFO: eta: 1 day, 4:48:38 iter: 79759 total_loss: 6.643 loss_ce: 0.3802 loss_bbox: 0.2205 loss_giou: 0.3941 loss_ce_0: 0.5691 loss_bbox_0: 0.3572 loss_giou_0: 0.6004 loss_ce_1: 0.4741 loss_bbox_1: 0.2471 loss_giou_1: 0.4455 loss_ce_2: 0.4147 loss_bbox_2: 0.2251 loss_giou_2: 0.4126 loss_ce_3: 0.3974 loss_bbox_3: 0.2202 loss_giou_3: 0.4013 loss_ce_4: 0.3808 loss_bbox_4: 0.2199 loss_giou_4: 0.3961 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:33] d2.utils.events INFO: eta: 1 day, 4:48:30 iter: 79779 total_loss: 6.467 loss_ce: 0.3576 loss_bbox: 0.1943 loss_giou: 0.3571 loss_ce_0: 0.5317 loss_bbox_0: 0.3389 loss_giou_0: 0.5648 loss_ce_1: 0.4524 loss_bbox_1: 0.2272 loss_giou_1: 0.4279 loss_ce_2: 0.3891 loss_bbox_2: 0.2068 loss_giou_2: 0.3862 loss_ce_3: 0.3617 loss_bbox_3: 0.1989 loss_giou_3: 0.3683 loss_ce_4: 0.3608 loss_bbox_4: 0.1947 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:39] d2.utils.events INFO: eta: 1 day, 4:47:47 iter: 79799 total_loss: 6.685 loss_ce: 0.3666 loss_bbox: 0.2124 loss_giou: 0.3932 loss_ce_0: 0.5527 loss_bbox_0: 0.3545 loss_giou_0: 0.5887 loss_ce_1: 0.451 loss_bbox_1: 0.2545 loss_giou_1: 0.4339 loss_ce_2: 0.4011 loss_bbox_2: 0.227 loss_giou_2: 0.4059 loss_ce_3: 0.3691 loss_bbox_3: 0.218 loss_giou_3: 0.4031 loss_ce_4: 0.3652 loss_bbox_4: 0.2151 loss_giou_4: 0.3949 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:44] d2.utils.events INFO: eta: 1 day, 4:47:22 iter: 79819 total_loss: 6.583 loss_ce: 0.3794 loss_bbox: 0.231 loss_giou: 0.3482 loss_ce_0: 0.5693 loss_bbox_0: 0.3804 loss_giou_0: 0.5326 loss_ce_1: 0.4729 loss_bbox_1: 0.2557 loss_giou_1: 0.4052 loss_ce_2: 0.413 loss_bbox_2: 0.2404 loss_giou_2: 0.3684 loss_ce_3: 0.3894 loss_bbox_3: 0.234 loss_giou_3: 0.3596 loss_ce_4: 0.3824 loss_bbox_4: 0.2253 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:50] d2.utils.events INFO: eta: 1 day, 4:48:03 iter: 79839 total_loss: 6.585 loss_ce: 0.3667 loss_bbox: 0.2113 loss_giou: 0.3784 loss_ce_0: 0.5475 loss_bbox_0: 0.3643 loss_giou_0: 0.5695 loss_ce_1: 0.4542 loss_bbox_1: 0.2494 loss_giou_1: 0.4155 loss_ce_2: 0.3963 loss_bbox_2: 0.2242 loss_giou_2: 0.3932 loss_ce_3: 0.3722 loss_bbox_3: 0.2187 loss_giou_3: 0.386 loss_ce_4: 0.3682 loss_bbox_4: 0.2147 loss_giou_4: 0.3797 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:41:56] d2.utils.events INFO: eta: 1 day, 4:48:03 iter: 79859 total_loss: 6.721 loss_ce: 0.3896 loss_bbox: 0.2082 loss_giou: 0.3794 loss_ce_0: 0.5709 loss_bbox_0: 0.3507 loss_giou_0: 0.558 loss_ce_1: 0.4871 loss_bbox_1: 0.2449 loss_giou_1: 0.4168 loss_ce_2: 0.4206 loss_bbox_2: 0.2265 loss_giou_2: 0.3914 loss_ce_3: 0.3918 loss_bbox_3: 0.2235 loss_giou_3: 0.3818 loss_ce_4: 0.3865 loss_bbox_4: 0.2101 loss_giou_4: 0.3807 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:02] d2.utils.events INFO: eta: 1 day, 4:48:02 iter: 79879 total_loss: 6.342 loss_ce: 0.3503 loss_bbox: 0.2145 loss_giou: 0.345 loss_ce_0: 0.5372 loss_bbox_0: 0.3547 loss_giou_0: 0.5411 loss_ce_1: 0.4593 loss_bbox_1: 0.2458 loss_giou_1: 0.4014 loss_ce_2: 0.3881 loss_bbox_2: 0.2251 loss_giou_2: 0.3635 loss_ce_3: 0.3582 loss_bbox_3: 0.2169 loss_giou_3: 0.351 loss_ce_4: 0.3498 loss_bbox_4: 0.2162 loss_giou_4: 0.3456 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:07] d2.utils.events INFO: eta: 1 day, 4:48:06 iter: 79899 total_loss: 6.809 loss_ce: 0.3674 loss_bbox: 0.2186 loss_giou: 0.3864 loss_ce_0: 0.5659 loss_bbox_0: 0.3586 loss_giou_0: 0.5738 loss_ce_1: 0.4606 loss_bbox_1: 0.2521 loss_giou_1: 0.4323 loss_ce_2: 0.3991 loss_bbox_2: 0.2247 loss_giou_2: 0.4037 loss_ce_3: 0.3747 loss_bbox_3: 0.2176 loss_giou_3: 0.392 loss_ce_4: 0.3658 loss_bbox_4: 0.2208 loss_giou_4: 0.3864 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:13] d2.utils.events INFO: eta: 1 day, 4:48:00 iter: 79919 total_loss: 6.404 loss_ce: 0.3408 loss_bbox: 0.216 loss_giou: 0.3647 loss_ce_0: 0.5424 loss_bbox_0: 0.3489 loss_giou_0: 0.5536 loss_ce_1: 0.4327 loss_bbox_1: 0.2475 loss_giou_1: 0.4093 loss_ce_2: 0.375 loss_bbox_2: 0.2283 loss_giou_2: 0.3763 loss_ce_3: 0.349 loss_bbox_3: 0.2221 loss_giou_3: 0.3716 loss_ce_4: 0.3449 loss_bbox_4: 0.2177 loss_giou_4: 0.3666 time: 0.2803 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:19] d2.utils.events INFO: eta: 1 day, 4:47:52 iter: 79939 total_loss: 6.352 loss_ce: 0.3409 loss_bbox: 0.2159 loss_giou: 0.3753 loss_ce_0: 0.5547 loss_bbox_0: 0.3619 loss_giou_0: 0.5535 loss_ce_1: 0.4487 loss_bbox_1: 0.2532 loss_giou_1: 0.4111 loss_ce_2: 0.3839 loss_bbox_2: 0.2314 loss_giou_2: 0.3866 loss_ce_3: 0.3574 loss_bbox_3: 0.2282 loss_giou_3: 0.3814 loss_ce_4: 0.3505 loss_bbox_4: 0.2214 loss_giou_4: 0.3788 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:24] d2.utils.events INFO: eta: 1 day, 4:47:44 iter: 79959 total_loss: 6.684 loss_ce: 0.3653 loss_bbox: 0.2346 loss_giou: 0.3692 loss_ce_0: 0.5624 loss_bbox_0: 0.3813 loss_giou_0: 0.574 loss_ce_1: 0.4547 loss_bbox_1: 0.2739 loss_giou_1: 0.4282 loss_ce_2: 0.3934 loss_bbox_2: 0.2433 loss_giou_2: 0.391 loss_ce_3: 0.3812 loss_bbox_3: 0.2338 loss_giou_3: 0.3776 loss_ce_4: 0.3663 loss_bbox_4: 0.2343 loss_giou_4: 0.3738 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:30] d2.utils.events INFO: eta: 1 day, 4:47:50 iter: 79979 total_loss: 6.32 loss_ce: 0.3536 loss_bbox: 0.2001 loss_giou: 0.3615 loss_ce_0: 0.5464 loss_bbox_0: 0.362 loss_giou_0: 0.5623 loss_ce_1: 0.4487 loss_bbox_1: 0.2446 loss_giou_1: 0.4089 loss_ce_2: 0.3945 loss_bbox_2: 0.2145 loss_giou_2: 0.379 loss_ce_3: 0.3694 loss_bbox_3: 0.2058 loss_giou_3: 0.3643 loss_ce_4: 0.3532 loss_bbox_4: 0.2069 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:36] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0079999.pth [11/02 19:42:38] d2.utils.events INFO: eta: 1 day, 4:47:56 iter: 79999 total_loss: 6.737 loss_ce: 0.3834 loss_bbox: 0.2121 loss_giou: 0.3941 loss_ce_0: 0.5711 loss_bbox_0: 0.3662 loss_giou_0: 0.6154 loss_ce_1: 0.473 loss_bbox_1: 0.2477 loss_giou_1: 0.4478 loss_ce_2: 0.4132 loss_bbox_2: 0.2243 loss_giou_2: 0.4155 loss_ce_3: 0.3865 loss_bbox_3: 0.2145 loss_giou_3: 0.3996 loss_ce_4: 0.3872 loss_bbox_4: 0.2148 loss_giou_4: 0.3942 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:43] d2.utils.events INFO: eta: 1 day, 4:47:39 iter: 80019 total_loss: 6.328 loss_ce: 0.3653 loss_bbox: 0.2077 loss_giou: 0.3688 loss_ce_0: 0.569 loss_bbox_0: 0.3667 loss_giou_0: 0.5624 loss_ce_1: 0.4734 loss_bbox_1: 0.2459 loss_giou_1: 0.4035 loss_ce_2: 0.3974 loss_bbox_2: 0.2224 loss_giou_2: 0.379 loss_ce_3: 0.3719 loss_bbox_3: 0.2156 loss_giou_3: 0.3741 loss_ce_4: 0.367 loss_bbox_4: 0.2096 loss_giou_4: 0.373 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:49] d2.utils.events INFO: eta: 1 day, 4:47:50 iter: 80039 total_loss: 6.6 loss_ce: 0.3616 loss_bbox: 0.2041 loss_giou: 0.387 loss_ce_0: 0.5429 loss_bbox_0: 0.3628 loss_giou_0: 0.5749 loss_ce_1: 0.4391 loss_bbox_1: 0.2593 loss_giou_1: 0.4354 loss_ce_2: 0.3809 loss_bbox_2: 0.2156 loss_giou_2: 0.3981 loss_ce_3: 0.3641 loss_bbox_3: 0.2065 loss_giou_3: 0.3931 loss_ce_4: 0.3656 loss_bbox_4: 0.2064 loss_giou_4: 0.3863 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:42:55] d2.utils.events INFO: eta: 1 day, 4:47:58 iter: 80059 total_loss: 6.542 loss_ce: 0.3879 loss_bbox: 0.2094 loss_giou: 0.3495 loss_ce_0: 0.5806 loss_bbox_0: 0.3522 loss_giou_0: 0.5343 loss_ce_1: 0.4742 loss_bbox_1: 0.2473 loss_giou_1: 0.4081 loss_ce_2: 0.4131 loss_bbox_2: 0.225 loss_giou_2: 0.3734 loss_ce_3: 0.3939 loss_bbox_3: 0.2212 loss_giou_3: 0.3603 loss_ce_4: 0.3963 loss_bbox_4: 0.2124 loss_giou_4: 0.353 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:00] d2.utils.events INFO: eta: 1 day, 4:48:07 iter: 80079 total_loss: 6.357 loss_ce: 0.361 loss_bbox: 0.2035 loss_giou: 0.3467 loss_ce_0: 0.5496 loss_bbox_0: 0.359 loss_giou_0: 0.5297 loss_ce_1: 0.4452 loss_bbox_1: 0.2401 loss_giou_1: 0.4043 loss_ce_2: 0.3852 loss_bbox_2: 0.2133 loss_giou_2: 0.3696 loss_ce_3: 0.3637 loss_bbox_3: 0.2051 loss_giou_3: 0.3583 loss_ce_4: 0.366 loss_bbox_4: 0.2084 loss_giou_4: 0.3528 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:06] d2.utils.events INFO: eta: 1 day, 4:48:07 iter: 80099 total_loss: 6.773 loss_ce: 0.3913 loss_bbox: 0.2128 loss_giou: 0.3711 loss_ce_0: 0.572 loss_bbox_0: 0.3674 loss_giou_0: 0.5915 loss_ce_1: 0.4752 loss_bbox_1: 0.2538 loss_giou_1: 0.4428 loss_ce_2: 0.4203 loss_bbox_2: 0.2283 loss_giou_2: 0.4028 loss_ce_3: 0.3939 loss_bbox_3: 0.2197 loss_giou_3: 0.3824 loss_ce_4: 0.3888 loss_bbox_4: 0.2116 loss_giou_4: 0.3758 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:12] d2.utils.events INFO: eta: 1 day, 4:46:59 iter: 80119 total_loss: 6.313 loss_ce: 0.3514 loss_bbox: 0.2034 loss_giou: 0.3473 loss_ce_0: 0.5438 loss_bbox_0: 0.3712 loss_giou_0: 0.5575 loss_ce_1: 0.4405 loss_bbox_1: 0.2404 loss_giou_1: 0.4104 loss_ce_2: 0.3794 loss_bbox_2: 0.2221 loss_giou_2: 0.3707 loss_ce_3: 0.3494 loss_bbox_3: 0.205 loss_giou_3: 0.3548 loss_ce_4: 0.3435 loss_bbox_4: 0.2029 loss_giou_4: 0.3486 time: 0.2803 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:17] d2.utils.events INFO: eta: 1 day, 4:47:22 iter: 80139 total_loss: 6.734 loss_ce: 0.3817 loss_bbox: 0.2073 loss_giou: 0.3732 loss_ce_0: 0.5643 loss_bbox_0: 0.3608 loss_giou_0: 0.5789 loss_ce_1: 0.4693 loss_bbox_1: 0.2556 loss_giou_1: 0.4448 loss_ce_2: 0.4061 loss_bbox_2: 0.2261 loss_giou_2: 0.4024 loss_ce_3: 0.3927 loss_bbox_3: 0.2142 loss_giou_3: 0.3864 loss_ce_4: 0.3842 loss_bbox_4: 0.2102 loss_giou_4: 0.3755 time: 0.2803 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:23] d2.utils.events INFO: eta: 1 day, 4:47:00 iter: 80159 total_loss: 6.191 loss_ce: 0.3531 loss_bbox: 0.2078 loss_giou: 0.354 loss_ce_0: 0.538 loss_bbox_0: 0.3537 loss_giou_0: 0.5438 loss_ce_1: 0.4375 loss_bbox_1: 0.2453 loss_giou_1: 0.3934 loss_ce_2: 0.3915 loss_bbox_2: 0.2134 loss_giou_2: 0.3637 loss_ce_3: 0.3653 loss_bbox_3: 0.2093 loss_giou_3: 0.3566 loss_ce_4: 0.3548 loss_bbox_4: 0.2053 loss_giou_4: 0.3545 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:28] d2.utils.events INFO: eta: 1 day, 4:46:54 iter: 80179 total_loss: 6.24 loss_ce: 0.3521 loss_bbox: 0.2118 loss_giou: 0.3635 loss_ce_0: 0.5389 loss_bbox_0: 0.3504 loss_giou_0: 0.5565 loss_ce_1: 0.4432 loss_bbox_1: 0.2461 loss_giou_1: 0.4108 loss_ce_2: 0.3914 loss_bbox_2: 0.2161 loss_giou_2: 0.3789 loss_ce_3: 0.3599 loss_bbox_3: 0.214 loss_giou_3: 0.3748 loss_ce_4: 0.3514 loss_bbox_4: 0.2126 loss_giou_4: 0.3651 time: 0.2803 data_time: 0.0368 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:34] d2.utils.events INFO: eta: 1 day, 4:46:33 iter: 80199 total_loss: 6.611 loss_ce: 0.3707 loss_bbox: 0.2095 loss_giou: 0.3763 loss_ce_0: 0.5586 loss_bbox_0: 0.3593 loss_giou_0: 0.5888 loss_ce_1: 0.4588 loss_bbox_1: 0.247 loss_giou_1: 0.4397 loss_ce_2: 0.395 loss_bbox_2: 0.2247 loss_giou_2: 0.4 loss_ce_3: 0.3693 loss_bbox_3: 0.2134 loss_giou_3: 0.3837 loss_ce_4: 0.3623 loss_bbox_4: 0.2074 loss_giou_4: 0.3746 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:40] d2.utils.events INFO: eta: 1 day, 4:46:27 iter: 80219 total_loss: 6.449 loss_ce: 0.3579 loss_bbox: 0.2127 loss_giou: 0.369 loss_ce_0: 0.5288 loss_bbox_0: 0.3611 loss_giou_0: 0.5624 loss_ce_1: 0.4398 loss_bbox_1: 0.2558 loss_giou_1: 0.4181 loss_ce_2: 0.3875 loss_bbox_2: 0.2299 loss_giou_2: 0.3862 loss_ce_3: 0.3595 loss_bbox_3: 0.2216 loss_giou_3: 0.3768 loss_ce_4: 0.3523 loss_bbox_4: 0.2144 loss_giou_4: 0.3699 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:46] d2.utils.events INFO: eta: 1 day, 4:46:07 iter: 80239 total_loss: 6.629 loss_ce: 0.3719 loss_bbox: 0.209 loss_giou: 0.3895 loss_ce_0: 0.5463 loss_bbox_0: 0.366 loss_giou_0: 0.5859 loss_ce_1: 0.4584 loss_bbox_1: 0.2484 loss_giou_1: 0.4492 loss_ce_2: 0.4089 loss_bbox_2: 0.226 loss_giou_2: 0.4072 loss_ce_3: 0.3851 loss_bbox_3: 0.2173 loss_giou_3: 0.4007 loss_ce_4: 0.3618 loss_bbox_4: 0.2126 loss_giou_4: 0.3917 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:51] d2.utils.events INFO: eta: 1 day, 4:45:42 iter: 80259 total_loss: 6.754 loss_ce: 0.3973 loss_bbox: 0.2224 loss_giou: 0.3766 loss_ce_0: 0.5633 loss_bbox_0: 0.368 loss_giou_0: 0.5948 loss_ce_1: 0.4653 loss_bbox_1: 0.2554 loss_giou_1: 0.4287 loss_ce_2: 0.4275 loss_bbox_2: 0.2333 loss_giou_2: 0.3881 loss_ce_3: 0.4044 loss_bbox_3: 0.2246 loss_giou_3: 0.3835 loss_ce_4: 0.3943 loss_bbox_4: 0.2217 loss_giou_4: 0.3768 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:43:57] d2.utils.events INFO: eta: 1 day, 4:45:36 iter: 80279 total_loss: 6.622 loss_ce: 0.3662 loss_bbox: 0.2186 loss_giou: 0.3823 loss_ce_0: 0.5443 loss_bbox_0: 0.3457 loss_giou_0: 0.5609 loss_ce_1: 0.446 loss_bbox_1: 0.2654 loss_giou_1: 0.4326 loss_ce_2: 0.3957 loss_bbox_2: 0.2333 loss_giou_2: 0.4042 loss_ce_3: 0.3631 loss_bbox_3: 0.2282 loss_giou_3: 0.3856 loss_ce_4: 0.358 loss_bbox_4: 0.2186 loss_giou_4: 0.3837 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:03] d2.utils.events INFO: eta: 1 day, 4:45:24 iter: 80299 total_loss: 6.319 loss_ce: 0.3599 loss_bbox: 0.2097 loss_giou: 0.3541 loss_ce_0: 0.5613 loss_bbox_0: 0.3567 loss_giou_0: 0.5554 loss_ce_1: 0.4553 loss_bbox_1: 0.2549 loss_giou_1: 0.4113 loss_ce_2: 0.3946 loss_bbox_2: 0.2329 loss_giou_2: 0.3716 loss_ce_3: 0.3675 loss_bbox_3: 0.2187 loss_giou_3: 0.3626 loss_ce_4: 0.3719 loss_bbox_4: 0.2166 loss_giou_4: 0.3523 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:09] d2.utils.events INFO: eta: 1 day, 4:45:19 iter: 80319 total_loss: 6.547 loss_ce: 0.3651 loss_bbox: 0.208 loss_giou: 0.3855 loss_ce_0: 0.5543 loss_bbox_0: 0.352 loss_giou_0: 0.5798 loss_ce_1: 0.4529 loss_bbox_1: 0.2497 loss_giou_1: 0.4367 loss_ce_2: 0.3986 loss_bbox_2: 0.2237 loss_giou_2: 0.4038 loss_ce_3: 0.3714 loss_bbox_3: 0.212 loss_giou_3: 0.3875 loss_ce_4: 0.3605 loss_bbox_4: 0.2101 loss_giou_4: 0.3929 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:14] d2.utils.events INFO: eta: 1 day, 4:45:20 iter: 80339 total_loss: 6.678 loss_ce: 0.3714 loss_bbox: 0.2298 loss_giou: 0.382 loss_ce_0: 0.5423 loss_bbox_0: 0.3676 loss_giou_0: 0.603 loss_ce_1: 0.4411 loss_bbox_1: 0.2663 loss_giou_1: 0.4429 loss_ce_2: 0.3962 loss_bbox_2: 0.2424 loss_giou_2: 0.4054 loss_ce_3: 0.3713 loss_bbox_3: 0.2326 loss_giou_3: 0.3937 loss_ce_4: 0.374 loss_bbox_4: 0.2324 loss_giou_4: 0.3847 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:20] d2.utils.events INFO: eta: 1 day, 4:45:23 iter: 80359 total_loss: 6.521 loss_ce: 0.374 loss_bbox: 0.2208 loss_giou: 0.3568 loss_ce_0: 0.5513 loss_bbox_0: 0.3569 loss_giou_0: 0.5503 loss_ce_1: 0.4577 loss_bbox_1: 0.2587 loss_giou_1: 0.4204 loss_ce_2: 0.4042 loss_bbox_2: 0.2407 loss_giou_2: 0.3799 loss_ce_3: 0.3984 loss_bbox_3: 0.2284 loss_giou_3: 0.3694 loss_ce_4: 0.3789 loss_bbox_4: 0.2248 loss_giou_4: 0.3619 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:26] d2.utils.events INFO: eta: 1 day, 4:45:37 iter: 80379 total_loss: 6.468 loss_ce: 0.3618 loss_bbox: 0.2172 loss_giou: 0.3715 loss_ce_0: 0.5409 loss_bbox_0: 0.3594 loss_giou_0: 0.5563 loss_ce_1: 0.4553 loss_bbox_1: 0.265 loss_giou_1: 0.4265 loss_ce_2: 0.3915 loss_bbox_2: 0.227 loss_giou_2: 0.3902 loss_ce_3: 0.3631 loss_bbox_3: 0.2248 loss_giou_3: 0.3762 loss_ce_4: 0.3563 loss_bbox_4: 0.224 loss_giou_4: 0.3739 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:31] d2.utils.events INFO: eta: 1 day, 4:46:14 iter: 80399 total_loss: 6.819 loss_ce: 0.3791 loss_bbox: 0.226 loss_giou: 0.3917 loss_ce_0: 0.5414 loss_bbox_0: 0.387 loss_giou_0: 0.5868 loss_ce_1: 0.4566 loss_bbox_1: 0.2654 loss_giou_1: 0.4417 loss_ce_2: 0.4062 loss_bbox_2: 0.2387 loss_giou_2: 0.4157 loss_ce_3: 0.3826 loss_bbox_3: 0.2356 loss_giou_3: 0.4016 loss_ce_4: 0.379 loss_bbox_4: 0.2309 loss_giou_4: 0.3965 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:37] d2.utils.events INFO: eta: 1 day, 4:46:24 iter: 80419 total_loss: 6.527 loss_ce: 0.372 loss_bbox: 0.221 loss_giou: 0.3758 loss_ce_0: 0.5617 loss_bbox_0: 0.358 loss_giou_0: 0.5572 loss_ce_1: 0.4607 loss_bbox_1: 0.2522 loss_giou_1: 0.4236 loss_ce_2: 0.4013 loss_bbox_2: 0.2291 loss_giou_2: 0.395 loss_ce_3: 0.3801 loss_bbox_3: 0.2229 loss_giou_3: 0.3795 loss_ce_4: 0.3763 loss_bbox_4: 0.2214 loss_giou_4: 0.3828 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:43] d2.utils.events INFO: eta: 1 day, 4:46:23 iter: 80439 total_loss: 6.515 loss_ce: 0.3622 loss_bbox: 0.2294 loss_giou: 0.3772 loss_ce_0: 0.5542 loss_bbox_0: 0.3671 loss_giou_0: 0.5864 loss_ce_1: 0.4502 loss_bbox_1: 0.2542 loss_giou_1: 0.42 loss_ce_2: 0.3902 loss_bbox_2: 0.2388 loss_giou_2: 0.3956 loss_ce_3: 0.3777 loss_bbox_3: 0.2317 loss_giou_3: 0.3856 loss_ce_4: 0.3595 loss_bbox_4: 0.2316 loss_giou_4: 0.3791 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:48] d2.utils.events INFO: eta: 1 day, 4:46:21 iter: 80459 total_loss: 6.363 loss_ce: 0.3578 loss_bbox: 0.2114 loss_giou: 0.3651 loss_ce_0: 0.5388 loss_bbox_0: 0.3597 loss_giou_0: 0.5432 loss_ce_1: 0.4427 loss_bbox_1: 0.2441 loss_giou_1: 0.4105 loss_ce_2: 0.3906 loss_bbox_2: 0.2222 loss_giou_2: 0.3834 loss_ce_3: 0.3728 loss_bbox_3: 0.2161 loss_giou_3: 0.3741 loss_ce_4: 0.361 loss_bbox_4: 0.2165 loss_giou_4: 0.3722 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 19:44:54] d2.utils.events INFO: eta: 1 day, 4:46:44 iter: 80479 total_loss: 6.65 loss_ce: 0.3602 loss_bbox: 0.2155 loss_giou: 0.3869 loss_ce_0: 0.5563 loss_bbox_0: 0.3577 loss_giou_0: 0.6206 loss_ce_1: 0.457 loss_bbox_1: 0.2486 loss_giou_1: 0.4594 loss_ce_2: 0.4 loss_bbox_2: 0.2306 loss_giou_2: 0.4244 loss_ce_3: 0.3759 loss_bbox_3: 0.2217 loss_giou_3: 0.3956 loss_ce_4: 0.3616 loss_bbox_4: 0.216 loss_giou_4: 0.3916 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:45:00] d2.utils.events INFO: eta: 1 day, 4:47:18 iter: 80499 total_loss: 6.332 loss_ce: 0.3674 loss_bbox: 0.2152 loss_giou: 0.3649 loss_ce_0: 0.5488 loss_bbox_0: 0.3764 loss_giou_0: 0.5458 loss_ce_1: 0.4439 loss_bbox_1: 0.2548 loss_giou_1: 0.4127 loss_ce_2: 0.3898 loss_bbox_2: 0.2252 loss_giou_2: 0.3774 loss_ce_3: 0.3736 loss_bbox_3: 0.2273 loss_giou_3: 0.3695 loss_ce_4: 0.3675 loss_bbox_4: 0.2206 loss_giou_4: 0.3648 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 19:45:05] d2.utils.events INFO: eta: 1 day, 4:48:15 iter: 80519 total_loss: 6.324 loss_ce: 0.3584 loss_bbox: 0.2064 loss_giou: 0.3598 loss_ce_0: 0.5393 loss_bbox_0: 0.3508 loss_giou_0: 0.5674 loss_ce_1: 0.4624 loss_bbox_1: 0.2399 loss_giou_1: 0.4161 loss_ce_2: 0.3981 loss_bbox_2: 0.2201 loss_giou_2: 0.3802 loss_ce_3: 0.3761 loss_bbox_3: 0.2075 loss_giou_3: 0.3681 loss_ce_4: 0.3601 loss_bbox_4: 0.2049 loss_giou_4: 0.362 time: 0.2803 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/02 19:45:11] d2.utils.events INFO: eta: 1 day, 4:47:36 iter: 80539 total_loss: 6.872 loss_ce: 0.3746 loss_bbox: 0.2181 loss_giou: 0.3892 loss_ce_0: 0.5647 loss_bbox_0: 0.3555 loss_giou_0: 0.5474 loss_ce_1: 0.4691 loss_bbox_1: 0.2535 loss_giou_1: 0.4343 loss_ce_2: 0.4124 loss_bbox_2: 0.2347 loss_giou_2: 0.4069 loss_ce_3: 0.3912 loss_bbox_3: 0.2232 loss_giou_3: 0.3961 loss_ce_4: 0.3776 loss_bbox_4: 0.2178 loss_giou_4: 0.3909 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 19:45:17] d2.utils.events INFO: eta: 1 day, 4:47:31 iter: 80559 total_loss: 6.748 loss_ce: 0.3783 loss_bbox: 0.2188 loss_giou: 0.4026 loss_ce_0: 0.563 loss_bbox_0: 0.3593 loss_giou_0: 0.5693 loss_ce_1: 0.4714 loss_bbox_1: 0.2513 loss_giou_1: 0.4471 loss_ce_2: 0.4052 loss_bbox_2: 0.2375 loss_giou_2: 0.4278 loss_ce_3: 0.3854 loss_bbox_3: 0.2239 loss_giou_3: 0.4087 loss_ce_4: 0.3827 loss_bbox_4: 0.2203 loss_giou_4: 0.4067 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:45:22] d2.utils.events INFO: eta: 1 day, 4:48:12 iter: 80579 total_loss: 6.797 loss_ce: 0.3611 loss_bbox: 0.2197 loss_giou: 0.3858 loss_ce_0: 0.5609 loss_bbox_0: 0.3581 loss_giou_0: 0.6066 loss_ce_1: 0.4675 loss_bbox_1: 0.2507 loss_giou_1: 0.4448 loss_ce_2: 0.3961 loss_bbox_2: 0.228 loss_giou_2: 0.4091 loss_ce_3: 0.3758 loss_bbox_3: 0.2222 loss_giou_3: 0.3964 loss_ce_4: 0.3616 loss_bbox_4: 0.2244 loss_giou_4: 0.3934 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:45:28] d2.utils.events INFO: eta: 1 day, 4:48:10 iter: 80599 total_loss: 6.738 loss_ce: 0.4014 loss_bbox: 0.2114 loss_giou: 0.4022 loss_ce_0: 0.5985 loss_bbox_0: 0.3749 loss_giou_0: 0.6176 loss_ce_1: 0.4724 loss_bbox_1: 0.2515 loss_giou_1: 0.449 loss_ce_2: 0.4313 loss_bbox_2: 0.2264 loss_giou_2: 0.4132 loss_ce_3: 0.4115 loss_bbox_3: 0.2165 loss_giou_3: 0.4031 loss_ce_4: 0.4042 loss_bbox_4: 0.2131 loss_giou_4: 0.3972 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 19:45:34] d2.utils.events INFO: eta: 1 day, 4:47:51 iter: 80619 total_loss: 6.505 loss_ce: 0.3614 loss_bbox: 0.22 loss_giou: 0.3693 loss_ce_0: 0.5568 loss_bbox_0: 0.3682 loss_giou_0: 0.5721 loss_ce_1: 0.4579 loss_bbox_1: 0.2562 loss_giou_1: 0.415 loss_ce_2: 0.3906 loss_bbox_2: 0.229 loss_giou_2: 0.3886 loss_ce_3: 0.3765 loss_bbox_3: 0.2217 loss_giou_3: 0.375 loss_ce_4: 0.3592 loss_bbox_4: 0.2173 loss_giou_4: 0.3748 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 19:45:37] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 19:45:37] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 19:45:37] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 19:45:37] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 19:45:37] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 19:45:38] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 19:45:44] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0384 s/iter. Eval: 0.0003 s/iter. Total: 0.0395 s/iter. ETA=0:00:24 [11/02 19:45:49] d2.evaluation.evaluator INFO: Inference done 110/625. Dataloading: 0.0030 s/iter. Inference: 0.0468 s/iter. Eval: 0.0003 s/iter. Total: 0.0502 s/iter. ETA=0:00:25 [11/02 19:45:54] d2.evaluation.evaluator INFO: Inference done 208/625. Dataloading: 0.0029 s/iter. Inference: 0.0475 s/iter. Eval: 0.0003 s/iter. Total: 0.0508 s/iter. ETA=0:00:21 [11/02 19:45:59] d2.evaluation.evaluator INFO: Inference done 305/625. Dataloading: 0.0028 s/iter. Inference: 0.0479 s/iter. Eval: 0.0003 s/iter. Total: 0.0511 s/iter. ETA=0:00:16 [11/02 19:46:04] d2.evaluation.evaluator INFO: Inference done 402/625. Dataloading: 0.0028 s/iter. Inference: 0.0480 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:11 [11/02 19:46:09] d2.evaluation.evaluator INFO: Inference done 500/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:06 [11/02 19:46:14] d2.evaluation.evaluator INFO: Inference done 595/625. Dataloading: 0.0028 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:01 [11/02 19:46:16] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.275519 (0.052057 s / iter per device, on 8 devices) [11/02 19:46:16] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048206 s / iter per device, on 8 devices) [11/02 19:46:24] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 19:46:24] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 19:46:26] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 19:46:28] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 19:46:40] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.70 seconds. [11/02 19:46:40] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 19:46:41] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.35 seconds. [11/02 19:46:41] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 38.214 | 56.638 | 40.489 | 20.472 | 40.857 | 53.823 | [11/02 19:46:41] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 49.509 | bicycle | 25.101 | car | 38.015 | | motorcycle | 36.429 | airplane | 65.295 | bus | 61.899 | | train | 62.757 | truck | 33.197 | boat | 22.368 | | traffic light | 23.312 | fire hydrant | 65.176 | stop sign | 60.678 | | parking meter | 46.373 | bench | 22.222 | bird | 33.872 | | cat | 68.168 | dog | 64.162 | horse | 56.647 | | sheep | 45.830 | cow | 53.758 | elephant | 62.921 | | bear | 71.177 | zebra | 62.664 | giraffe | 64.234 | | backpack | 12.022 | umbrella | 29.477 | handbag | 8.787 | | tie | 26.904 | suitcase | 32.204 | frisbee | 65.828 | | skis | 18.759 | snowboard | 32.824 | sports ball | 43.485 | | kite | 41.504 | baseball bat | 26.185 | baseball glove | 31.843 | | skateboard | 51.438 | surfboard | 36.186 | tennis racket | 43.975 | | bottle | 32.133 | wine glass | 29.477 | cup | 37.631 | | fork | 24.464 | knife | 12.221 | spoon | 10.665 | | bowl | 38.837 | banana | 20.739 | apple | 16.276 | | sandwich | 32.626 | orange | 27.630 | broccoli | 19.287 | | carrot | 15.970 | hot dog | 31.872 | pizza | 49.692 | | donut | 41.588 | cake | 32.204 | chair | 21.046 | | couch | 42.505 | potted plant | 22.829 | bed | 48.110 | | dining table | 27.322 | toilet | 58.320 | tv | 54.637 | | laptop | 54.636 | mouse | 56.016 | remote | 24.407 | | keyboard | 48.433 | cell phone | 33.390 | microwave | 55.153 | | oven | 34.087 | toaster | 23.931 | sink | 32.660 | | refrigerator | 54.994 | book | 9.137 | clock | 50.547 | | vase | 34.458 | scissors | 29.761 | teddy bear | 42.062 | | hair drier | 2.941 | toothbrush | 25.227 | | | [11/02 19:46:42] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 19:46:42] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 19:46:42] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 19:46:42] d2.evaluation.testing INFO: copypaste: 38.2138,56.6382,40.4886,20.4716,40.8567,53.8233 [11/02 19:46:45] d2.utils.events INFO: eta: 1 day, 4:48:16 iter: 80639 total_loss: 6.476 loss_ce: 0.366 loss_bbox: 0.2148 loss_giou: 0.3618 loss_ce_0: 0.542 loss_bbox_0: 0.3682 loss_giou_0: 0.5614 loss_ce_1: 0.4608 loss_bbox_1: 0.2524 loss_giou_1: 0.4247 loss_ce_2: 0.4006 loss_bbox_2: 0.2293 loss_giou_2: 0.3835 loss_ce_3: 0.3673 loss_bbox_3: 0.2219 loss_giou_3: 0.375 loss_ce_4: 0.3617 loss_bbox_4: 0.216 loss_giou_4: 0.3659 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:46:51] d2.utils.events INFO: eta: 1 day, 4:48:48 iter: 80659 total_loss: 6.472 loss_ce: 0.3625 loss_bbox: 0.2229 loss_giou: 0.3642 loss_ce_0: 0.5699 loss_bbox_0: 0.361 loss_giou_0: 0.5351 loss_ce_1: 0.4793 loss_bbox_1: 0.2552 loss_giou_1: 0.3951 loss_ce_2: 0.412 loss_bbox_2: 0.2264 loss_giou_2: 0.3702 loss_ce_3: 0.3747 loss_bbox_3: 0.2258 loss_giou_3: 0.3637 loss_ce_4: 0.3602 loss_bbox_4: 0.2236 loss_giou_4: 0.3651 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:46:56] d2.utils.events INFO: eta: 1 day, 4:49:33 iter: 80679 total_loss: 6.612 loss_ce: 0.3684 loss_bbox: 0.2223 loss_giou: 0.3813 loss_ce_0: 0.5508 loss_bbox_0: 0.3561 loss_giou_0: 0.5495 loss_ce_1: 0.4555 loss_bbox_1: 0.2568 loss_giou_1: 0.4145 loss_ce_2: 0.403 loss_bbox_2: 0.2358 loss_giou_2: 0.3832 loss_ce_3: 0.3634 loss_bbox_3: 0.2289 loss_giou_3: 0.3783 loss_ce_4: 0.365 loss_bbox_4: 0.2215 loss_giou_4: 0.3815 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:02] d2.utils.events INFO: eta: 1 day, 4:49:55 iter: 80699 total_loss: 6.247 loss_ce: 0.3504 loss_bbox: 0.2061 loss_giou: 0.3598 loss_ce_0: 0.5502 loss_bbox_0: 0.3416 loss_giou_0: 0.5465 loss_ce_1: 0.4435 loss_bbox_1: 0.2417 loss_giou_1: 0.4026 loss_ce_2: 0.3783 loss_bbox_2: 0.2199 loss_giou_2: 0.381 loss_ce_3: 0.3509 loss_bbox_3: 0.21 loss_giou_3: 0.3639 loss_ce_4: 0.3523 loss_bbox_4: 0.2078 loss_giou_4: 0.3606 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:08] d2.utils.events INFO: eta: 1 day, 4:49:49 iter: 80719 total_loss: 6.59 loss_ce: 0.3831 loss_bbox: 0.2206 loss_giou: 0.3684 loss_ce_0: 0.5628 loss_bbox_0: 0.3625 loss_giou_0: 0.5711 loss_ce_1: 0.4825 loss_bbox_1: 0.2548 loss_giou_1: 0.4181 loss_ce_2: 0.4133 loss_bbox_2: 0.2338 loss_giou_2: 0.3834 loss_ce_3: 0.3863 loss_bbox_3: 0.2315 loss_giou_3: 0.3835 loss_ce_4: 0.3809 loss_bbox_4: 0.2228 loss_giou_4: 0.3722 time: 0.2803 data_time: 0.0348 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:14] d2.utils.events INFO: eta: 1 day, 4:49:45 iter: 80739 total_loss: 6.562 loss_ce: 0.3748 loss_bbox: 0.2161 loss_giou: 0.3722 loss_ce_0: 0.5304 loss_bbox_0: 0.3582 loss_giou_0: 0.5783 loss_ce_1: 0.4577 loss_bbox_1: 0.2509 loss_giou_1: 0.4232 loss_ce_2: 0.4067 loss_bbox_2: 0.2281 loss_giou_2: 0.383 loss_ce_3: 0.3775 loss_bbox_3: 0.2222 loss_giou_3: 0.3771 loss_ce_4: 0.375 loss_bbox_4: 0.2155 loss_giou_4: 0.3737 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:19] d2.utils.events INFO: eta: 1 day, 4:50:15 iter: 80759 total_loss: 6.436 loss_ce: 0.3485 loss_bbox: 0.2251 loss_giou: 0.3523 loss_ce_0: 0.5571 loss_bbox_0: 0.3644 loss_giou_0: 0.5291 loss_ce_1: 0.4601 loss_bbox_1: 0.2658 loss_giou_1: 0.4021 loss_ce_2: 0.3977 loss_bbox_2: 0.2371 loss_giou_2: 0.3595 loss_ce_3: 0.3614 loss_bbox_3: 0.2322 loss_giou_3: 0.3562 loss_ce_4: 0.3537 loss_bbox_4: 0.2312 loss_giou_4: 0.354 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:25] d2.utils.events INFO: eta: 1 day, 4:50:09 iter: 80779 total_loss: 6.736 loss_ce: 0.3854 loss_bbox: 0.2315 loss_giou: 0.3744 loss_ce_0: 0.59 loss_bbox_0: 0.3904 loss_giou_0: 0.5541 loss_ce_1: 0.482 loss_bbox_1: 0.2731 loss_giou_1: 0.4145 loss_ce_2: 0.417 loss_bbox_2: 0.2397 loss_giou_2: 0.3921 loss_ce_3: 0.3829 loss_bbox_3: 0.2294 loss_giou_3: 0.3817 loss_ce_4: 0.3816 loss_bbox_4: 0.2304 loss_giou_4: 0.3786 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:31] d2.utils.events INFO: eta: 1 day, 4:50:19 iter: 80799 total_loss: 6.86 loss_ce: 0.3952 loss_bbox: 0.2167 loss_giou: 0.3948 loss_ce_0: 0.5737 loss_bbox_0: 0.3571 loss_giou_0: 0.5908 loss_ce_1: 0.4866 loss_bbox_1: 0.2489 loss_giou_1: 0.4354 loss_ce_2: 0.4345 loss_bbox_2: 0.2236 loss_giou_2: 0.4156 loss_ce_3: 0.4139 loss_bbox_3: 0.2204 loss_giou_3: 0.4069 loss_ce_4: 0.3985 loss_bbox_4: 0.2184 loss_giou_4: 0.4007 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:36] d2.utils.events INFO: eta: 1 day, 4:50:22 iter: 80819 total_loss: 6.617 loss_ce: 0.384 loss_bbox: 0.229 loss_giou: 0.3661 loss_ce_0: 0.5626 loss_bbox_0: 0.3529 loss_giou_0: 0.5472 loss_ce_1: 0.4678 loss_bbox_1: 0.2569 loss_giou_1: 0.4102 loss_ce_2: 0.423 loss_bbox_2: 0.2376 loss_giou_2: 0.381 loss_ce_3: 0.3912 loss_bbox_3: 0.2342 loss_giou_3: 0.3667 loss_ce_4: 0.3892 loss_bbox_4: 0.2299 loss_giou_4: 0.3666 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:42] d2.utils.events INFO: eta: 1 day, 4:49:18 iter: 80839 total_loss: 6.62 loss_ce: 0.3586 loss_bbox: 0.2221 loss_giou: 0.38 loss_ce_0: 0.5579 loss_bbox_0: 0.3567 loss_giou_0: 0.548 loss_ce_1: 0.455 loss_bbox_1: 0.2525 loss_giou_1: 0.4226 loss_ce_2: 0.3872 loss_bbox_2: 0.2346 loss_giou_2: 0.3981 loss_ce_3: 0.3599 loss_bbox_3: 0.2299 loss_giou_3: 0.3865 loss_ce_4: 0.3554 loss_bbox_4: 0.2242 loss_giou_4: 0.3855 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:47] d2.utils.events INFO: eta: 1 day, 4:49:07 iter: 80859 total_loss: 6.427 loss_ce: 0.3368 loss_bbox: 0.2074 loss_giou: 0.3703 loss_ce_0: 0.5431 loss_bbox_0: 0.3485 loss_giou_0: 0.5669 loss_ce_1: 0.4446 loss_bbox_1: 0.2433 loss_giou_1: 0.4131 loss_ce_2: 0.3725 loss_bbox_2: 0.2125 loss_giou_2: 0.3803 loss_ce_3: 0.3465 loss_bbox_3: 0.2178 loss_giou_3: 0.377 loss_ce_4: 0.3382 loss_bbox_4: 0.2089 loss_giou_4: 0.3711 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:53] d2.utils.events INFO: eta: 1 day, 4:48:43 iter: 80879 total_loss: 6.683 loss_ce: 0.3974 loss_bbox: 0.2361 loss_giou: 0.3924 loss_ce_0: 0.5722 loss_bbox_0: 0.3696 loss_giou_0: 0.6049 loss_ce_1: 0.4855 loss_bbox_1: 0.2595 loss_giou_1: 0.442 loss_ce_2: 0.4286 loss_bbox_2: 0.2389 loss_giou_2: 0.4122 loss_ce_3: 0.4194 loss_bbox_3: 0.2403 loss_giou_3: 0.3993 loss_ce_4: 0.401 loss_bbox_4: 0.2361 loss_giou_4: 0.3977 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 19:47:59] d2.utils.events INFO: eta: 1 day, 4:48:44 iter: 80899 total_loss: 6.309 loss_ce: 0.386 loss_bbox: 0.2006 loss_giou: 0.344 loss_ce_0: 0.5596 loss_bbox_0: 0.3481 loss_giou_0: 0.5294 loss_ce_1: 0.4822 loss_bbox_1: 0.2388 loss_giou_1: 0.3952 loss_ce_2: 0.4209 loss_bbox_2: 0.2181 loss_giou_2: 0.3616 loss_ce_3: 0.4019 loss_bbox_3: 0.212 loss_giou_3: 0.3503 loss_ce_4: 0.3807 loss_bbox_4: 0.2045 loss_giou_4: 0.3452 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:05] d2.utils.events INFO: eta: 1 day, 4:48:38 iter: 80919 total_loss: 6.836 loss_ce: 0.3955 loss_bbox: 0.2286 loss_giou: 0.3949 loss_ce_0: 0.5818 loss_bbox_0: 0.3708 loss_giou_0: 0.6073 loss_ce_1: 0.4747 loss_bbox_1: 0.2677 loss_giou_1: 0.4503 loss_ce_2: 0.4289 loss_bbox_2: 0.2482 loss_giou_2: 0.4121 loss_ce_3: 0.3911 loss_bbox_3: 0.2373 loss_giou_3: 0.3993 loss_ce_4: 0.3912 loss_bbox_4: 0.232 loss_giou_4: 0.3957 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:10] d2.utils.events INFO: eta: 1 day, 4:48:20 iter: 80939 total_loss: 6.549 loss_ce: 0.3684 loss_bbox: 0.2147 loss_giou: 0.3724 loss_ce_0: 0.5522 loss_bbox_0: 0.35 loss_giou_0: 0.553 loss_ce_1: 0.4517 loss_bbox_1: 0.2437 loss_giou_1: 0.4178 loss_ce_2: 0.4099 loss_bbox_2: 0.2235 loss_giou_2: 0.3878 loss_ce_3: 0.3825 loss_bbox_3: 0.2174 loss_giou_3: 0.3763 loss_ce_4: 0.367 loss_bbox_4: 0.219 loss_giou_4: 0.3763 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:16] d2.utils.events INFO: eta: 1 day, 4:48:51 iter: 80959 total_loss: 6.597 loss_ce: 0.3656 loss_bbox: 0.2089 loss_giou: 0.3733 loss_ce_0: 0.5641 loss_bbox_0: 0.3594 loss_giou_0: 0.5787 loss_ce_1: 0.4581 loss_bbox_1: 0.2464 loss_giou_1: 0.4386 loss_ce_2: 0.4065 loss_bbox_2: 0.2281 loss_giou_2: 0.3933 loss_ce_3: 0.3775 loss_bbox_3: 0.2123 loss_giou_3: 0.3834 loss_ce_4: 0.3629 loss_bbox_4: 0.2108 loss_giou_4: 0.3744 time: 0.2803 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:21] d2.utils.events INFO: eta: 1 day, 4:48:21 iter: 80979 total_loss: 6.122 loss_ce: 0.3443 loss_bbox: 0.1915 loss_giou: 0.349 loss_ce_0: 0.529 loss_bbox_0: 0.3347 loss_giou_0: 0.5471 loss_ce_1: 0.4337 loss_bbox_1: 0.2282 loss_giou_1: 0.4069 loss_ce_2: 0.3732 loss_bbox_2: 0.2098 loss_giou_2: 0.3788 loss_ce_3: 0.3508 loss_bbox_3: 0.1966 loss_giou_3: 0.3651 loss_ce_4: 0.3407 loss_bbox_4: 0.1934 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:27] d2.utils.events INFO: eta: 1 day, 4:47:59 iter: 80999 total_loss: 6.67 loss_ce: 0.3675 loss_bbox: 0.238 loss_giou: 0.4072 loss_ce_0: 0.5624 loss_bbox_0: 0.3749 loss_giou_0: 0.5881 loss_ce_1: 0.4605 loss_bbox_1: 0.2666 loss_giou_1: 0.4585 loss_ce_2: 0.3948 loss_bbox_2: 0.2476 loss_giou_2: 0.4278 loss_ce_3: 0.3752 loss_bbox_3: 0.2415 loss_giou_3: 0.4171 loss_ce_4: 0.3608 loss_bbox_4: 0.2418 loss_giou_4: 0.4125 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:33] d2.utils.events INFO: eta: 1 day, 4:48:28 iter: 81019 total_loss: 6.6 loss_ce: 0.3583 loss_bbox: 0.2123 loss_giou: 0.3832 loss_ce_0: 0.5583 loss_bbox_0: 0.3575 loss_giou_0: 0.5845 loss_ce_1: 0.459 loss_bbox_1: 0.244 loss_giou_1: 0.4382 loss_ce_2: 0.4029 loss_bbox_2: 0.2288 loss_giou_2: 0.4043 loss_ce_3: 0.3655 loss_bbox_3: 0.2195 loss_giou_3: 0.3901 loss_ce_4: 0.3621 loss_bbox_4: 0.2137 loss_giou_4: 0.3832 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:39] d2.utils.events INFO: eta: 1 day, 4:47:45 iter: 81039 total_loss: 6.464 loss_ce: 0.3598 loss_bbox: 0.2055 loss_giou: 0.3813 loss_ce_0: 0.5681 loss_bbox_0: 0.3499 loss_giou_0: 0.5812 loss_ce_1: 0.4572 loss_bbox_1: 0.234 loss_giou_1: 0.4414 loss_ce_2: 0.3857 loss_bbox_2: 0.2113 loss_giou_2: 0.3993 loss_ce_3: 0.3759 loss_bbox_3: 0.2071 loss_giou_3: 0.3871 loss_ce_4: 0.3635 loss_bbox_4: 0.203 loss_giou_4: 0.383 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:44] d2.utils.events INFO: eta: 1 day, 4:47:39 iter: 81059 total_loss: 6.405 loss_ce: 0.348 loss_bbox: 0.2206 loss_giou: 0.3446 loss_ce_0: 0.5483 loss_bbox_0: 0.3519 loss_giou_0: 0.5366 loss_ce_1: 0.4527 loss_bbox_1: 0.2508 loss_giou_1: 0.3872 loss_ce_2: 0.3777 loss_bbox_2: 0.2298 loss_giou_2: 0.3571 loss_ce_3: 0.3579 loss_bbox_3: 0.2219 loss_giou_3: 0.3455 loss_ce_4: 0.3487 loss_bbox_4: 0.2211 loss_giou_4: 0.3467 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:50] d2.utils.events INFO: eta: 1 day, 4:47:21 iter: 81079 total_loss: 6.334 loss_ce: 0.355 loss_bbox: 0.2105 loss_giou: 0.3713 loss_ce_0: 0.5618 loss_bbox_0: 0.3453 loss_giou_0: 0.5494 loss_ce_1: 0.4654 loss_bbox_1: 0.2446 loss_giou_1: 0.4279 loss_ce_2: 0.4104 loss_bbox_2: 0.2165 loss_giou_2: 0.389 loss_ce_3: 0.3779 loss_bbox_3: 0.2177 loss_giou_3: 0.3775 loss_ce_4: 0.3613 loss_bbox_4: 0.2126 loss_giou_4: 0.3724 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 19:48:55] d2.utils.events INFO: eta: 1 day, 4:47:11 iter: 81099 total_loss: 6.447 loss_ce: 0.3412 loss_bbox: 0.2241 loss_giou: 0.3328 loss_ce_0: 0.5261 loss_bbox_0: 0.3584 loss_giou_0: 0.5228 loss_ce_1: 0.4477 loss_bbox_1: 0.2601 loss_giou_1: 0.3865 loss_ce_2: 0.3867 loss_bbox_2: 0.2378 loss_giou_2: 0.3474 loss_ce_3: 0.3463 loss_bbox_3: 0.2363 loss_giou_3: 0.3406 loss_ce_4: 0.3356 loss_bbox_4: 0.2292 loss_giou_4: 0.3358 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:01] d2.utils.events INFO: eta: 1 day, 4:47:20 iter: 81119 total_loss: 6.485 loss_ce: 0.3614 loss_bbox: 0.2102 loss_giou: 0.3658 loss_ce_0: 0.5449 loss_bbox_0: 0.352 loss_giou_0: 0.5377 loss_ce_1: 0.4416 loss_bbox_1: 0.2546 loss_giou_1: 0.4202 loss_ce_2: 0.3911 loss_bbox_2: 0.226 loss_giou_2: 0.3923 loss_ce_3: 0.369 loss_bbox_3: 0.212 loss_giou_3: 0.3752 loss_ce_4: 0.362 loss_bbox_4: 0.2092 loss_giou_4: 0.3698 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:07] d2.utils.events INFO: eta: 1 day, 4:47:04 iter: 81139 total_loss: 6.426 loss_ce: 0.3701 loss_bbox: 0.2039 loss_giou: 0.364 loss_ce_0: 0.554 loss_bbox_0: 0.3454 loss_giou_0: 0.5544 loss_ce_1: 0.4582 loss_bbox_1: 0.2374 loss_giou_1: 0.415 loss_ce_2: 0.4012 loss_bbox_2: 0.2052 loss_giou_2: 0.3865 loss_ce_3: 0.3726 loss_bbox_3: 0.2046 loss_giou_3: 0.3747 loss_ce_4: 0.3693 loss_bbox_4: 0.2048 loss_giou_4: 0.3688 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:12] d2.utils.events INFO: eta: 1 day, 4:46:54 iter: 81159 total_loss: 6.862 loss_ce: 0.3853 loss_bbox: 0.2321 loss_giou: 0.4061 loss_ce_0: 0.5745 loss_bbox_0: 0.3697 loss_giou_0: 0.5841 loss_ce_1: 0.462 loss_bbox_1: 0.2647 loss_giou_1: 0.4571 loss_ce_2: 0.4088 loss_bbox_2: 0.2414 loss_giou_2: 0.424 loss_ce_3: 0.3883 loss_bbox_3: 0.2382 loss_giou_3: 0.4144 loss_ce_4: 0.3822 loss_bbox_4: 0.2314 loss_giou_4: 0.4093 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:18] d2.utils.events INFO: eta: 1 day, 4:46:36 iter: 81179 total_loss: 6.89 loss_ce: 0.408 loss_bbox: 0.2229 loss_giou: 0.3783 loss_ce_0: 0.5796 loss_bbox_0: 0.383 loss_giou_0: 0.5788 loss_ce_1: 0.4917 loss_bbox_1: 0.2653 loss_giou_1: 0.4358 loss_ce_2: 0.4362 loss_bbox_2: 0.2379 loss_giou_2: 0.4 loss_ce_3: 0.4073 loss_bbox_3: 0.2277 loss_giou_3: 0.3916 loss_ce_4: 0.4092 loss_bbox_4: 0.2241 loss_giou_4: 0.3805 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:24] d2.utils.events INFO: eta: 1 day, 4:46:30 iter: 81199 total_loss: 6.547 loss_ce: 0.3595 loss_bbox: 0.2135 loss_giou: 0.3672 loss_ce_0: 0.549 loss_bbox_0: 0.3657 loss_giou_0: 0.566 loss_ce_1: 0.4627 loss_bbox_1: 0.2583 loss_giou_1: 0.4202 loss_ce_2: 0.4067 loss_bbox_2: 0.2301 loss_giou_2: 0.3841 loss_ce_3: 0.3737 loss_bbox_3: 0.2213 loss_giou_3: 0.3801 loss_ce_4: 0.3627 loss_bbox_4: 0.2162 loss_giou_4: 0.372 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:29] d2.utils.events INFO: eta: 1 day, 4:46:16 iter: 81219 total_loss: 6.741 loss_ce: 0.3717 loss_bbox: 0.22 loss_giou: 0.3765 loss_ce_0: 0.5493 loss_bbox_0: 0.3657 loss_giou_0: 0.577 loss_ce_1: 0.4602 loss_bbox_1: 0.2576 loss_giou_1: 0.4325 loss_ce_2: 0.408 loss_bbox_2: 0.2357 loss_giou_2: 0.3902 loss_ce_3: 0.3726 loss_bbox_3: 0.2269 loss_giou_3: 0.3867 loss_ce_4: 0.3777 loss_bbox_4: 0.2278 loss_giou_4: 0.3803 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:35] d2.utils.events INFO: eta: 1 day, 4:46:25 iter: 81239 total_loss: 6.435 loss_ce: 0.3606 loss_bbox: 0.2217 loss_giou: 0.3667 loss_ce_0: 0.5387 loss_bbox_0: 0.3533 loss_giou_0: 0.5561 loss_ce_1: 0.4564 loss_bbox_1: 0.2544 loss_giou_1: 0.4154 loss_ce_2: 0.3868 loss_bbox_2: 0.2267 loss_giou_2: 0.382 loss_ce_3: 0.3645 loss_bbox_3: 0.2244 loss_giou_3: 0.37 loss_ce_4: 0.3645 loss_bbox_4: 0.2227 loss_giou_4: 0.3668 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:41] d2.utils.events INFO: eta: 1 day, 4:46:05 iter: 81259 total_loss: 6.309 loss_ce: 0.3312 loss_bbox: 0.2107 loss_giou: 0.3564 loss_ce_0: 0.5338 loss_bbox_0: 0.349 loss_giou_0: 0.5481 loss_ce_1: 0.443 loss_bbox_1: 0.2432 loss_giou_1: 0.4182 loss_ce_2: 0.3845 loss_bbox_2: 0.2259 loss_giou_2: 0.3706 loss_ce_3: 0.3434 loss_bbox_3: 0.2137 loss_giou_3: 0.3609 loss_ce_4: 0.335 loss_bbox_4: 0.2113 loss_giou_4: 0.3555 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:47] d2.utils.events INFO: eta: 1 day, 4:45:09 iter: 81279 total_loss: 6.373 loss_ce: 0.3505 loss_bbox: 0.2016 loss_giou: 0.3752 loss_ce_0: 0.5411 loss_bbox_0: 0.3332 loss_giou_0: 0.5633 loss_ce_1: 0.4561 loss_bbox_1: 0.2265 loss_giou_1: 0.4269 loss_ce_2: 0.3871 loss_bbox_2: 0.2128 loss_giou_2: 0.395 loss_ce_3: 0.3659 loss_bbox_3: 0.2037 loss_giou_3: 0.3848 loss_ce_4: 0.3509 loss_bbox_4: 0.2009 loss_giou_4: 0.3783 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:52] d2.utils.events INFO: eta: 1 day, 4:44:31 iter: 81299 total_loss: 6.752 loss_ce: 0.3688 loss_bbox: 0.2102 loss_giou: 0.381 loss_ce_0: 0.5492 loss_bbox_0: 0.3611 loss_giou_0: 0.5944 loss_ce_1: 0.4626 loss_bbox_1: 0.2424 loss_giou_1: 0.442 loss_ce_2: 0.4138 loss_bbox_2: 0.2189 loss_giou_2: 0.4029 loss_ce_3: 0.3883 loss_bbox_3: 0.2123 loss_giou_3: 0.3869 loss_ce_4: 0.3764 loss_bbox_4: 0.2096 loss_giou_4: 0.3843 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:49:58] d2.utils.events INFO: eta: 1 day, 4:43:55 iter: 81319 total_loss: 6.762 loss_ce: 0.4085 loss_bbox: 0.2115 loss_giou: 0.3889 loss_ce_0: 0.5739 loss_bbox_0: 0.3593 loss_giou_0: 0.5834 loss_ce_1: 0.4927 loss_bbox_1: 0.246 loss_giou_1: 0.4363 loss_ce_2: 0.4315 loss_bbox_2: 0.2252 loss_giou_2: 0.3956 loss_ce_3: 0.412 loss_bbox_3: 0.2199 loss_giou_3: 0.3856 loss_ce_4: 0.4093 loss_bbox_4: 0.2173 loss_giou_4: 0.3922 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:03] d2.utils.events INFO: eta: 1 day, 4:43:49 iter: 81339 total_loss: 6.433 loss_ce: 0.3524 loss_bbox: 0.2234 loss_giou: 0.376 loss_ce_0: 0.5352 loss_bbox_0: 0.3593 loss_giou_0: 0.5872 loss_ce_1: 0.4538 loss_bbox_1: 0.2561 loss_giou_1: 0.4269 loss_ce_2: 0.3743 loss_bbox_2: 0.2281 loss_giou_2: 0.3965 loss_ce_3: 0.3546 loss_bbox_3: 0.2302 loss_giou_3: 0.3815 loss_ce_4: 0.3502 loss_bbox_4: 0.2226 loss_giou_4: 0.3774 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:09] d2.utils.events INFO: eta: 1 day, 4:44:11 iter: 81359 total_loss: 6.728 loss_ce: 0.3722 loss_bbox: 0.22 loss_giou: 0.3961 loss_ce_0: 0.5655 loss_bbox_0: 0.3629 loss_giou_0: 0.5812 loss_ce_1: 0.4629 loss_bbox_1: 0.2592 loss_giou_1: 0.4499 loss_ce_2: 0.4034 loss_bbox_2: 0.2345 loss_giou_2: 0.4059 loss_ce_3: 0.386 loss_bbox_3: 0.2261 loss_giou_3: 0.4023 loss_ce_4: 0.3751 loss_bbox_4: 0.2222 loss_giou_4: 0.3962 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:15] d2.utils.events INFO: eta: 1 day, 4:44:09 iter: 81379 total_loss: 6.209 loss_ce: 0.3463 loss_bbox: 0.1951 loss_giou: 0.3583 loss_ce_0: 0.5269 loss_bbox_0: 0.3527 loss_giou_0: 0.5685 loss_ce_1: 0.4336 loss_bbox_1: 0.2412 loss_giou_1: 0.4144 loss_ce_2: 0.3793 loss_bbox_2: 0.2125 loss_giou_2: 0.3771 loss_ce_3: 0.3574 loss_bbox_3: 0.2077 loss_giou_3: 0.3679 loss_ce_4: 0.3432 loss_bbox_4: 0.2008 loss_giou_4: 0.3624 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:20] d2.utils.events INFO: eta: 1 day, 4:44:03 iter: 81399 total_loss: 6.44 loss_ce: 0.346 loss_bbox: 0.2233 loss_giou: 0.3594 loss_ce_0: 0.5357 loss_bbox_0: 0.34 loss_giou_0: 0.5427 loss_ce_1: 0.4326 loss_bbox_1: 0.2497 loss_giou_1: 0.4158 loss_ce_2: 0.374 loss_bbox_2: 0.2392 loss_giou_2: 0.3837 loss_ce_3: 0.343 loss_bbox_3: 0.235 loss_giou_3: 0.3663 loss_ce_4: 0.3452 loss_bbox_4: 0.2289 loss_giou_4: 0.3636 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:26] d2.utils.events INFO: eta: 1 day, 4:44:12 iter: 81419 total_loss: 6.472 loss_ce: 0.3559 loss_bbox: 0.2032 loss_giou: 0.3854 loss_ce_0: 0.545 loss_bbox_0: 0.3611 loss_giou_0: 0.5729 loss_ce_1: 0.4437 loss_bbox_1: 0.2338 loss_giou_1: 0.4323 loss_ce_2: 0.3864 loss_bbox_2: 0.2154 loss_giou_2: 0.4001 loss_ce_3: 0.3611 loss_bbox_3: 0.2083 loss_giou_3: 0.3914 loss_ce_4: 0.3591 loss_bbox_4: 0.2032 loss_giou_4: 0.383 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:32] d2.utils.events INFO: eta: 1 day, 4:44:06 iter: 81439 total_loss: 6.441 loss_ce: 0.3427 loss_bbox: 0.2179 loss_giou: 0.3716 loss_ce_0: 0.5362 loss_bbox_0: 0.3593 loss_giou_0: 0.5632 loss_ce_1: 0.454 loss_bbox_1: 0.2517 loss_giou_1: 0.4195 loss_ce_2: 0.4034 loss_bbox_2: 0.2366 loss_giou_2: 0.3812 loss_ce_3: 0.3511 loss_bbox_3: 0.2282 loss_giou_3: 0.3797 loss_ce_4: 0.3484 loss_bbox_4: 0.2174 loss_giou_4: 0.3727 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:38] d2.utils.events INFO: eta: 1 day, 4:44:09 iter: 81459 total_loss: 6.68 loss_ce: 0.3712 loss_bbox: 0.2156 loss_giou: 0.3823 loss_ce_0: 0.55 loss_bbox_0: 0.3519 loss_giou_0: 0.5501 loss_ce_1: 0.4613 loss_bbox_1: 0.2637 loss_giou_1: 0.4361 loss_ce_2: 0.4122 loss_bbox_2: 0.2312 loss_giou_2: 0.3978 loss_ce_3: 0.3761 loss_bbox_3: 0.2231 loss_giou_3: 0.3903 loss_ce_4: 0.3715 loss_bbox_4: 0.2177 loss_giou_4: 0.3859 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:43] d2.utils.events INFO: eta: 1 day, 4:43:55 iter: 81479 total_loss: 6.015 loss_ce: 0.3312 loss_bbox: 0.1958 loss_giou: 0.3455 loss_ce_0: 0.5241 loss_bbox_0: 0.3501 loss_giou_0: 0.5412 loss_ce_1: 0.4297 loss_bbox_1: 0.2296 loss_giou_1: 0.3943 loss_ce_2: 0.3709 loss_bbox_2: 0.2071 loss_giou_2: 0.3574 loss_ce_3: 0.3416 loss_bbox_3: 0.1967 loss_giou_3: 0.3519 loss_ce_4: 0.3341 loss_bbox_4: 0.1973 loss_giou_4: 0.3492 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:49] d2.utils.events INFO: eta: 1 day, 4:43:32 iter: 81499 total_loss: 6.368 loss_ce: 0.3372 loss_bbox: 0.2098 loss_giou: 0.3664 loss_ce_0: 0.5429 loss_bbox_0: 0.3671 loss_giou_0: 0.5696 loss_ce_1: 0.4333 loss_bbox_1: 0.2531 loss_giou_1: 0.4259 loss_ce_2: 0.3863 loss_bbox_2: 0.2247 loss_giou_2: 0.3956 loss_ce_3: 0.3574 loss_bbox_3: 0.2124 loss_giou_3: 0.3725 loss_ce_4: 0.3449 loss_bbox_4: 0.208 loss_giou_4: 0.3634 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:50:55] d2.utils.events INFO: eta: 1 day, 4:43:13 iter: 81519 total_loss: 6.296 loss_ce: 0.3617 loss_bbox: 0.2181 loss_giou: 0.3497 loss_ce_0: 0.5473 loss_bbox_0: 0.3635 loss_giou_0: 0.5415 loss_ce_1: 0.452 loss_bbox_1: 0.2531 loss_giou_1: 0.4044 loss_ce_2: 0.3929 loss_bbox_2: 0.2339 loss_giou_2: 0.3738 loss_ce_3: 0.3636 loss_bbox_3: 0.2276 loss_giou_3: 0.3584 loss_ce_4: 0.357 loss_bbox_4: 0.2242 loss_giou_4: 0.3518 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:00] d2.utils.events INFO: eta: 1 day, 4:43:08 iter: 81539 total_loss: 6.567 loss_ce: 0.3456 loss_bbox: 0.2037 loss_giou: 0.3846 loss_ce_0: 0.5374 loss_bbox_0: 0.3499 loss_giou_0: 0.5755 loss_ce_1: 0.4394 loss_bbox_1: 0.2433 loss_giou_1: 0.4406 loss_ce_2: 0.3782 loss_bbox_2: 0.2213 loss_giou_2: 0.4031 loss_ce_3: 0.3552 loss_bbox_3: 0.2131 loss_giou_3: 0.3932 loss_ce_4: 0.3422 loss_bbox_4: 0.2079 loss_giou_4: 0.3878 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:06] d2.utils.events INFO: eta: 1 day, 4:42:49 iter: 81559 total_loss: 6.249 loss_ce: 0.3522 loss_bbox: 0.2006 loss_giou: 0.3636 loss_ce_0: 0.5439 loss_bbox_0: 0.341 loss_giou_0: 0.5581 loss_ce_1: 0.4265 loss_bbox_1: 0.2339 loss_giou_1: 0.4117 loss_ce_2: 0.3794 loss_bbox_2: 0.2128 loss_giou_2: 0.3806 loss_ce_3: 0.3571 loss_bbox_3: 0.2057 loss_giou_3: 0.3721 loss_ce_4: 0.3476 loss_bbox_4: 0.2003 loss_giou_4: 0.3698 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:12] d2.utils.events INFO: eta: 1 day, 4:42:13 iter: 81579 total_loss: 6.375 loss_ce: 0.3523 loss_bbox: 0.1931 loss_giou: 0.3517 loss_ce_0: 0.5382 loss_bbox_0: 0.3382 loss_giou_0: 0.5532 loss_ce_1: 0.4312 loss_bbox_1: 0.2328 loss_giou_1: 0.3998 loss_ce_2: 0.3834 loss_bbox_2: 0.2121 loss_giou_2: 0.3698 loss_ce_3: 0.359 loss_bbox_3: 0.1939 loss_giou_3: 0.3567 loss_ce_4: 0.3512 loss_bbox_4: 0.1933 loss_giou_4: 0.3548 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:17] d2.utils.events INFO: eta: 1 day, 4:42:08 iter: 81599 total_loss: 6.771 loss_ce: 0.3664 loss_bbox: 0.209 loss_giou: 0.3478 loss_ce_0: 0.5611 loss_bbox_0: 0.3573 loss_giou_0: 0.5823 loss_ce_1: 0.4787 loss_bbox_1: 0.2549 loss_giou_1: 0.4296 loss_ce_2: 0.4107 loss_bbox_2: 0.2315 loss_giou_2: 0.377 loss_ce_3: 0.3729 loss_bbox_3: 0.2171 loss_giou_3: 0.3605 loss_ce_4: 0.3664 loss_bbox_4: 0.2151 loss_giou_4: 0.3545 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:23] d2.utils.events INFO: eta: 1 day, 4:41:59 iter: 81619 total_loss: 6.321 loss_ce: 0.3487 loss_bbox: 0.212 loss_giou: 0.3532 loss_ce_0: 0.549 loss_bbox_0: 0.3447 loss_giou_0: 0.5529 loss_ce_1: 0.458 loss_bbox_1: 0.2419 loss_giou_1: 0.395 loss_ce_2: 0.3848 loss_bbox_2: 0.2132 loss_giou_2: 0.363 loss_ce_3: 0.3571 loss_bbox_3: 0.2116 loss_giou_3: 0.3614 loss_ce_4: 0.3513 loss_bbox_4: 0.2106 loss_giou_4: 0.3546 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:29] d2.utils.events INFO: eta: 1 day, 4:41:53 iter: 81639 total_loss: 6.493 loss_ce: 0.3428 loss_bbox: 0.2252 loss_giou: 0.3718 loss_ce_0: 0.5418 loss_bbox_0: 0.3843 loss_giou_0: 0.5819 loss_ce_1: 0.4446 loss_bbox_1: 0.2695 loss_giou_1: 0.4356 loss_ce_2: 0.3804 loss_bbox_2: 0.249 loss_giou_2: 0.3885 loss_ce_3: 0.3551 loss_bbox_3: 0.2291 loss_giou_3: 0.3757 loss_ce_4: 0.3478 loss_bbox_4: 0.2296 loss_giou_4: 0.3734 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:34] d2.utils.events INFO: eta: 1 day, 4:42:00 iter: 81659 total_loss: 6.719 loss_ce: 0.3695 loss_bbox: 0.2247 loss_giou: 0.3853 loss_ce_0: 0.5659 loss_bbox_0: 0.3695 loss_giou_0: 0.5859 loss_ce_1: 0.4659 loss_bbox_1: 0.265 loss_giou_1: 0.4327 loss_ce_2: 0.4021 loss_bbox_2: 0.2372 loss_giou_2: 0.4044 loss_ce_3: 0.3808 loss_bbox_3: 0.229 loss_giou_3: 0.3933 loss_ce_4: 0.3747 loss_bbox_4: 0.2257 loss_giou_4: 0.3871 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:40] d2.utils.events INFO: eta: 1 day, 4:41:18 iter: 81679 total_loss: 6.525 loss_ce: 0.3631 loss_bbox: 0.2048 loss_giou: 0.3716 loss_ce_0: 0.537 loss_bbox_0: 0.3593 loss_giou_0: 0.5537 loss_ce_1: 0.4507 loss_bbox_1: 0.2485 loss_giou_1: 0.4167 loss_ce_2: 0.3981 loss_bbox_2: 0.2168 loss_giou_2: 0.3818 loss_ce_3: 0.3719 loss_bbox_3: 0.2107 loss_giou_3: 0.381 loss_ce_4: 0.3665 loss_bbox_4: 0.2057 loss_giou_4: 0.3785 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:46] d2.utils.events INFO: eta: 1 day, 4:41:12 iter: 81699 total_loss: 6.467 loss_ce: 0.3661 loss_bbox: 0.2052 loss_giou: 0.3817 loss_ce_0: 0.545 loss_bbox_0: 0.3626 loss_giou_0: 0.5788 loss_ce_1: 0.4434 loss_bbox_1: 0.2416 loss_giou_1: 0.4309 loss_ce_2: 0.3979 loss_bbox_2: 0.2184 loss_giou_2: 0.3969 loss_ce_3: 0.3701 loss_bbox_3: 0.2093 loss_giou_3: 0.3852 loss_ce_4: 0.3567 loss_bbox_4: 0.2058 loss_giou_4: 0.381 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:51] d2.utils.events INFO: eta: 1 day, 4:41:02 iter: 81719 total_loss: 6.388 loss_ce: 0.3358 loss_bbox: 0.2021 loss_giou: 0.3736 loss_ce_0: 0.5247 loss_bbox_0: 0.3604 loss_giou_0: 0.5659 loss_ce_1: 0.4306 loss_bbox_1: 0.2418 loss_giou_1: 0.437 loss_ce_2: 0.3804 loss_bbox_2: 0.2199 loss_giou_2: 0.4001 loss_ce_3: 0.3441 loss_bbox_3: 0.2154 loss_giou_3: 0.3874 loss_ce_4: 0.338 loss_bbox_4: 0.2069 loss_giou_4: 0.3827 time: 0.2803 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/02 19:51:57] d2.utils.events INFO: eta: 1 day, 4:40:09 iter: 81739 total_loss: 6.114 loss_ce: 0.3386 loss_bbox: 0.2086 loss_giou: 0.3523 loss_ce_0: 0.5321 loss_bbox_0: 0.3514 loss_giou_0: 0.5473 loss_ce_1: 0.4263 loss_bbox_1: 0.2366 loss_giou_1: 0.4074 loss_ce_2: 0.3763 loss_bbox_2: 0.2111 loss_giou_2: 0.3723 loss_ce_3: 0.3432 loss_bbox_3: 0.2105 loss_giou_3: 0.3615 loss_ce_4: 0.3418 loss_bbox_4: 0.2103 loss_giou_4: 0.3566 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:02] d2.utils.events INFO: eta: 1 day, 4:39:08 iter: 81759 total_loss: 6.477 loss_ce: 0.3443 loss_bbox: 0.2101 loss_giou: 0.357 loss_ce_0: 0.5443 loss_bbox_0: 0.3462 loss_giou_0: 0.5452 loss_ce_1: 0.4398 loss_bbox_1: 0.238 loss_giou_1: 0.4077 loss_ce_2: 0.3824 loss_bbox_2: 0.2153 loss_giou_2: 0.3744 loss_ce_3: 0.358 loss_bbox_3: 0.2114 loss_giou_3: 0.3693 loss_ce_4: 0.3435 loss_bbox_4: 0.2097 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:08] d2.utils.events INFO: eta: 1 day, 4:39:34 iter: 81779 total_loss: 6.315 loss_ce: 0.3407 loss_bbox: 0.1989 loss_giou: 0.3647 loss_ce_0: 0.5247 loss_bbox_0: 0.3408 loss_giou_0: 0.5491 loss_ce_1: 0.4324 loss_bbox_1: 0.2288 loss_giou_1: 0.4134 loss_ce_2: 0.3708 loss_bbox_2: 0.212 loss_giou_2: 0.3861 loss_ce_3: 0.3507 loss_bbox_3: 0.2035 loss_giou_3: 0.3737 loss_ce_4: 0.3358 loss_bbox_4: 0.1993 loss_giou_4: 0.3682 time: 0.2803 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:14] d2.utils.events INFO: eta: 1 day, 4:40:44 iter: 81799 total_loss: 6.646 loss_ce: 0.3588 loss_bbox: 0.2228 loss_giou: 0.3758 loss_ce_0: 0.5404 loss_bbox_0: 0.3689 loss_giou_0: 0.5826 loss_ce_1: 0.4478 loss_bbox_1: 0.271 loss_giou_1: 0.4252 loss_ce_2: 0.3832 loss_bbox_2: 0.2432 loss_giou_2: 0.3986 loss_ce_3: 0.3732 loss_bbox_3: 0.2295 loss_giou_3: 0.3833 loss_ce_4: 0.3628 loss_bbox_4: 0.2284 loss_giou_4: 0.376 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:20] d2.utils.events INFO: eta: 1 day, 4:41:31 iter: 81819 total_loss: 6.339 loss_ce: 0.3683 loss_bbox: 0.1924 loss_giou: 0.3737 loss_ce_0: 0.5565 loss_bbox_0: 0.3492 loss_giou_0: 0.5853 loss_ce_1: 0.4684 loss_bbox_1: 0.2384 loss_giou_1: 0.4279 loss_ce_2: 0.4139 loss_bbox_2: 0.2089 loss_giou_2: 0.3866 loss_ce_3: 0.3841 loss_bbox_3: 0.1988 loss_giou_3: 0.3793 loss_ce_4: 0.366 loss_bbox_4: 0.1943 loss_giou_4: 0.3721 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:25] d2.utils.events INFO: eta: 1 day, 4:41:51 iter: 81839 total_loss: 6.223 loss_ce: 0.348 loss_bbox: 0.2038 loss_giou: 0.3627 loss_ce_0: 0.542 loss_bbox_0: 0.3478 loss_giou_0: 0.5497 loss_ce_1: 0.4342 loss_bbox_1: 0.2413 loss_giou_1: 0.4171 loss_ce_2: 0.3905 loss_bbox_2: 0.2151 loss_giou_2: 0.385 loss_ce_3: 0.3671 loss_bbox_3: 0.2057 loss_giou_3: 0.374 loss_ce_4: 0.3531 loss_bbox_4: 0.2051 loss_giou_4: 0.3657 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:31] d2.utils.events INFO: eta: 1 day, 4:41:48 iter: 81859 total_loss: 6.454 loss_ce: 0.3754 loss_bbox: 0.2038 loss_giou: 0.3688 loss_ce_0: 0.563 loss_bbox_0: 0.341 loss_giou_0: 0.5523 loss_ce_1: 0.464 loss_bbox_1: 0.2386 loss_giou_1: 0.4165 loss_ce_2: 0.4077 loss_bbox_2: 0.214 loss_giou_2: 0.3912 loss_ce_3: 0.3808 loss_bbox_3: 0.206 loss_giou_3: 0.3782 loss_ce_4: 0.375 loss_bbox_4: 0.2055 loss_giou_4: 0.3758 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:37] d2.utils.events INFO: eta: 1 day, 4:41:29 iter: 81879 total_loss: 6.562 loss_ce: 0.3686 loss_bbox: 0.2127 loss_giou: 0.3592 loss_ce_0: 0.5437 loss_bbox_0: 0.3786 loss_giou_0: 0.5592 loss_ce_1: 0.4621 loss_bbox_1: 0.2556 loss_giou_1: 0.4032 loss_ce_2: 0.3881 loss_bbox_2: 0.2278 loss_giou_2: 0.3789 loss_ce_3: 0.3598 loss_bbox_3: 0.2236 loss_giou_3: 0.3689 loss_ce_4: 0.3658 loss_bbox_4: 0.2212 loss_giou_4: 0.3608 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:42] d2.utils.events INFO: eta: 1 day, 4:41:06 iter: 81899 total_loss: 6.497 loss_ce: 0.3436 loss_bbox: 0.2129 loss_giou: 0.4001 loss_ce_0: 0.5493 loss_bbox_0: 0.351 loss_giou_0: 0.6208 loss_ce_1: 0.4418 loss_bbox_1: 0.2449 loss_giou_1: 0.4533 loss_ce_2: 0.3771 loss_bbox_2: 0.2137 loss_giou_2: 0.4172 loss_ce_3: 0.3504 loss_bbox_3: 0.2166 loss_giou_3: 0.4036 loss_ce_4: 0.3409 loss_bbox_4: 0.2112 loss_giou_4: 0.404 time: 0.2803 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:48] d2.utils.events INFO: eta: 1 day, 4:41:00 iter: 81919 total_loss: 6.497 loss_ce: 0.3673 loss_bbox: 0.2208 loss_giou: 0.344 loss_ce_0: 0.5544 loss_bbox_0: 0.3531 loss_giou_0: 0.5381 loss_ce_1: 0.457 loss_bbox_1: 0.2631 loss_giou_1: 0.3969 loss_ce_2: 0.4011 loss_bbox_2: 0.239 loss_giou_2: 0.3605 loss_ce_3: 0.3813 loss_bbox_3: 0.2339 loss_giou_3: 0.3551 loss_ce_4: 0.3762 loss_bbox_4: 0.2235 loss_giou_4: 0.3474 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:54] d2.utils.events INFO: eta: 1 day, 4:40:55 iter: 81939 total_loss: 6.555 loss_ce: 0.3608 loss_bbox: 0.2093 loss_giou: 0.3723 loss_ce_0: 0.5563 loss_bbox_0: 0.354 loss_giou_0: 0.5638 loss_ce_1: 0.4665 loss_bbox_1: 0.2475 loss_giou_1: 0.4291 loss_ce_2: 0.4018 loss_bbox_2: 0.2272 loss_giou_2: 0.3908 loss_ce_3: 0.3762 loss_bbox_3: 0.2135 loss_giou_3: 0.3742 loss_ce_4: 0.3605 loss_bbox_4: 0.2067 loss_giou_4: 0.375 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 19:52:59] d2.utils.events INFO: eta: 1 day, 4:40:46 iter: 81959 total_loss: 6.426 loss_ce: 0.3551 loss_bbox: 0.1946 loss_giou: 0.3727 loss_ce_0: 0.5393 loss_bbox_0: 0.3414 loss_giou_0: 0.5658 loss_ce_1: 0.4386 loss_bbox_1: 0.2337 loss_giou_1: 0.4241 loss_ce_2: 0.3928 loss_bbox_2: 0.2069 loss_giou_2: 0.3908 loss_ce_3: 0.3556 loss_bbox_3: 0.2001 loss_giou_3: 0.3771 loss_ce_4: 0.3528 loss_bbox_4: 0.1976 loss_giou_4: 0.3736 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:05] d2.utils.events INFO: eta: 1 day, 4:40:48 iter: 81979 total_loss: 6.717 loss_ce: 0.3686 loss_bbox: 0.2275 loss_giou: 0.3636 loss_ce_0: 0.5673 loss_bbox_0: 0.3628 loss_giou_0: 0.5395 loss_ce_1: 0.4776 loss_bbox_1: 0.2666 loss_giou_1: 0.4222 loss_ce_2: 0.4051 loss_bbox_2: 0.245 loss_giou_2: 0.3871 loss_ce_3: 0.3824 loss_bbox_3: 0.2323 loss_giou_3: 0.372 loss_ce_4: 0.365 loss_bbox_4: 0.2294 loss_giou_4: 0.366 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:11] d2.utils.events INFO: eta: 1 day, 4:40:47 iter: 81999 total_loss: 6.546 loss_ce: 0.3503 loss_bbox: 0.2235 loss_giou: 0.3722 loss_ce_0: 0.5222 loss_bbox_0: 0.3648 loss_giou_0: 0.5564 loss_ce_1: 0.4401 loss_bbox_1: 0.2508 loss_giou_1: 0.4131 loss_ce_2: 0.3766 loss_bbox_2: 0.2251 loss_giou_2: 0.3765 loss_ce_3: 0.3559 loss_bbox_3: 0.2226 loss_giou_3: 0.3726 loss_ce_4: 0.3442 loss_bbox_4: 0.2178 loss_giou_4: 0.3746 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:16] d2.utils.events INFO: eta: 1 day, 4:40:08 iter: 82019 total_loss: 6.173 loss_ce: 0.3308 loss_bbox: 0.1997 loss_giou: 0.3546 loss_ce_0: 0.5231 loss_bbox_0: 0.3498 loss_giou_0: 0.5546 loss_ce_1: 0.428 loss_bbox_1: 0.2392 loss_giou_1: 0.4102 loss_ce_2: 0.3674 loss_bbox_2: 0.2152 loss_giou_2: 0.3717 loss_ce_3: 0.3442 loss_bbox_3: 0.21 loss_giou_3: 0.3633 loss_ce_4: 0.3397 loss_bbox_4: 0.203 loss_giou_4: 0.3523 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:22] d2.utils.events INFO: eta: 1 day, 4:40:24 iter: 82039 total_loss: 6.654 loss_ce: 0.3872 loss_bbox: 0.2129 loss_giou: 0.3603 loss_ce_0: 0.5588 loss_bbox_0: 0.3727 loss_giou_0: 0.5659 loss_ce_1: 0.462 loss_bbox_1: 0.2576 loss_giou_1: 0.4123 loss_ce_2: 0.4169 loss_bbox_2: 0.2323 loss_giou_2: 0.3816 loss_ce_3: 0.3947 loss_bbox_3: 0.2308 loss_giou_3: 0.369 loss_ce_4: 0.3862 loss_bbox_4: 0.2161 loss_giou_4: 0.3616 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:28] d2.utils.events INFO: eta: 1 day, 4:40:25 iter: 82059 total_loss: 6.496 loss_ce: 0.3388 loss_bbox: 0.217 loss_giou: 0.3776 loss_ce_0: 0.5287 loss_bbox_0: 0.3461 loss_giou_0: 0.577 loss_ce_1: 0.4346 loss_bbox_1: 0.2453 loss_giou_1: 0.4319 loss_ce_2: 0.3675 loss_bbox_2: 0.2171 loss_giou_2: 0.3935 loss_ce_3: 0.347 loss_bbox_3: 0.214 loss_giou_3: 0.3826 loss_ce_4: 0.3397 loss_bbox_4: 0.2194 loss_giou_4: 0.3819 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:33] d2.utils.events INFO: eta: 1 day, 4:40:20 iter: 82079 total_loss: 6.378 loss_ce: 0.356 loss_bbox: 0.2035 loss_giou: 0.362 loss_ce_0: 0.5439 loss_bbox_0: 0.3535 loss_giou_0: 0.5576 loss_ce_1: 0.454 loss_bbox_1: 0.2442 loss_giou_1: 0.425 loss_ce_2: 0.4031 loss_bbox_2: 0.2186 loss_giou_2: 0.3937 loss_ce_3: 0.3735 loss_bbox_3: 0.208 loss_giou_3: 0.3796 loss_ce_4: 0.3718 loss_bbox_4: 0.206 loss_giou_4: 0.3735 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:39] d2.utils.events INFO: eta: 1 day, 4:40:38 iter: 82099 total_loss: 6.571 loss_ce: 0.3788 loss_bbox: 0.2308 loss_giou: 0.3631 loss_ce_0: 0.5664 loss_bbox_0: 0.3687 loss_giou_0: 0.5472 loss_ce_1: 0.4628 loss_bbox_1: 0.2542 loss_giou_1: 0.4237 loss_ce_2: 0.4241 loss_bbox_2: 0.2274 loss_giou_2: 0.3873 loss_ce_3: 0.3848 loss_bbox_3: 0.221 loss_giou_3: 0.3754 loss_ce_4: 0.3714 loss_bbox_4: 0.217 loss_giou_4: 0.369 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:45] d2.utils.events INFO: eta: 1 day, 4:40:13 iter: 82119 total_loss: 6.598 loss_ce: 0.3668 loss_bbox: 0.2103 loss_giou: 0.3664 loss_ce_0: 0.5472 loss_bbox_0: 0.3498 loss_giou_0: 0.5723 loss_ce_1: 0.4768 loss_bbox_1: 0.2487 loss_giou_1: 0.4162 loss_ce_2: 0.3983 loss_bbox_2: 0.2304 loss_giou_2: 0.3828 loss_ce_3: 0.3756 loss_bbox_3: 0.2152 loss_giou_3: 0.3732 loss_ce_4: 0.3648 loss_bbox_4: 0.2095 loss_giou_4: 0.3664 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:50] d2.utils.events INFO: eta: 1 day, 4:40:16 iter: 82139 total_loss: 6.693 loss_ce: 0.3676 loss_bbox: 0.2166 loss_giou: 0.3809 loss_ce_0: 0.5469 loss_bbox_0: 0.3592 loss_giou_0: 0.5545 loss_ce_1: 0.4572 loss_bbox_1: 0.2541 loss_giou_1: 0.4305 loss_ce_2: 0.4043 loss_bbox_2: 0.2277 loss_giou_2: 0.4079 loss_ce_3: 0.3735 loss_bbox_3: 0.2235 loss_giou_3: 0.3905 loss_ce_4: 0.359 loss_bbox_4: 0.2207 loss_giou_4: 0.384 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 19:53:56] d2.utils.events INFO: eta: 1 day, 4:40:42 iter: 82159 total_loss: 6.635 loss_ce: 0.3747 loss_bbox: 0.2234 loss_giou: 0.3842 loss_ce_0: 0.5686 loss_bbox_0: 0.3755 loss_giou_0: 0.5733 loss_ce_1: 0.4704 loss_bbox_1: 0.2543 loss_giou_1: 0.436 loss_ce_2: 0.4064 loss_bbox_2: 0.2352 loss_giou_2: 0.403 loss_ce_3: 0.3767 loss_bbox_3: 0.2306 loss_giou_3: 0.3928 loss_ce_4: 0.3718 loss_bbox_4: 0.2252 loss_giou_4: 0.3864 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:02] d2.utils.events INFO: eta: 1 day, 4:41:02 iter: 82179 total_loss: 6.325 loss_ce: 0.3503 loss_bbox: 0.2061 loss_giou: 0.3885 loss_ce_0: 0.535 loss_bbox_0: 0.3595 loss_giou_0: 0.5939 loss_ce_1: 0.4564 loss_bbox_1: 0.2365 loss_giou_1: 0.4288 loss_ce_2: 0.3843 loss_bbox_2: 0.2188 loss_giou_2: 0.4056 loss_ce_3: 0.3569 loss_bbox_3: 0.2079 loss_giou_3: 0.3918 loss_ce_4: 0.352 loss_bbox_4: 0.2088 loss_giou_4: 0.3884 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:08] d2.utils.events INFO: eta: 1 day, 4:40:29 iter: 82199 total_loss: 6.346 loss_ce: 0.3658 loss_bbox: 0.2183 loss_giou: 0.3553 loss_ce_0: 0.5464 loss_bbox_0: 0.3605 loss_giou_0: 0.5408 loss_ce_1: 0.4522 loss_bbox_1: 0.2505 loss_giou_1: 0.4069 loss_ce_2: 0.4023 loss_bbox_2: 0.2299 loss_giou_2: 0.3714 loss_ce_3: 0.3758 loss_bbox_3: 0.2232 loss_giou_3: 0.3614 loss_ce_4: 0.3619 loss_bbox_4: 0.2207 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:13] d2.utils.events INFO: eta: 1 day, 4:40:36 iter: 82219 total_loss: 6.628 loss_ce: 0.3675 loss_bbox: 0.2019 loss_giou: 0.3667 loss_ce_0: 0.5478 loss_bbox_0: 0.3542 loss_giou_0: 0.5838 loss_ce_1: 0.4593 loss_bbox_1: 0.2399 loss_giou_1: 0.4362 loss_ce_2: 0.4064 loss_bbox_2: 0.2136 loss_giou_2: 0.3922 loss_ce_3: 0.3699 loss_bbox_3: 0.2005 loss_giou_3: 0.3722 loss_ce_4: 0.3691 loss_bbox_4: 0.2018 loss_giou_4: 0.3653 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:19] d2.utils.events INFO: eta: 1 day, 4:40:56 iter: 82239 total_loss: 6.717 loss_ce: 0.3758 loss_bbox: 0.2183 loss_giou: 0.3984 loss_ce_0: 0.5652 loss_bbox_0: 0.3511 loss_giou_0: 0.5994 loss_ce_1: 0.4509 loss_bbox_1: 0.2392 loss_giou_1: 0.448 loss_ce_2: 0.4026 loss_bbox_2: 0.221 loss_giou_2: 0.4139 loss_ce_3: 0.3814 loss_bbox_3: 0.2211 loss_giou_3: 0.4046 loss_ce_4: 0.3826 loss_bbox_4: 0.218 loss_giou_4: 0.3978 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:25] d2.utils.events INFO: eta: 1 day, 4:40:24 iter: 82259 total_loss: 6.24 loss_ce: 0.3316 loss_bbox: 0.2001 loss_giou: 0.3598 loss_ce_0: 0.5307 loss_bbox_0: 0.3569 loss_giou_0: 0.5667 loss_ce_1: 0.4309 loss_bbox_1: 0.2408 loss_giou_1: 0.4134 loss_ce_2: 0.3628 loss_bbox_2: 0.2149 loss_giou_2: 0.3772 loss_ce_3: 0.3396 loss_bbox_3: 0.2019 loss_giou_3: 0.3627 loss_ce_4: 0.3325 loss_bbox_4: 0.199 loss_giou_4: 0.3648 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:30] d2.utils.events INFO: eta: 1 day, 4:40:47 iter: 82279 total_loss: 6.536 loss_ce: 0.3378 loss_bbox: 0.2117 loss_giou: 0.3786 loss_ce_0: 0.5411 loss_bbox_0: 0.3522 loss_giou_0: 0.5637 loss_ce_1: 0.4365 loss_bbox_1: 0.2494 loss_giou_1: 0.4271 loss_ce_2: 0.3835 loss_bbox_2: 0.2184 loss_giou_2: 0.3955 loss_ce_3: 0.351 loss_bbox_3: 0.214 loss_giou_3: 0.3824 loss_ce_4: 0.3362 loss_bbox_4: 0.2123 loss_giou_4: 0.3766 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:36] d2.utils.events INFO: eta: 1 day, 4:40:50 iter: 82299 total_loss: 6.524 loss_ce: 0.3487 loss_bbox: 0.2169 loss_giou: 0.402 loss_ce_0: 0.5562 loss_bbox_0: 0.3638 loss_giou_0: 0.5824 loss_ce_1: 0.4449 loss_bbox_1: 0.2449 loss_giou_1: 0.4406 loss_ce_2: 0.3919 loss_bbox_2: 0.2319 loss_giou_2: 0.4125 loss_ce_3: 0.3621 loss_bbox_3: 0.2264 loss_giou_3: 0.4017 loss_ce_4: 0.3575 loss_bbox_4: 0.2189 loss_giou_4: 0.4016 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:42] d2.utils.events INFO: eta: 1 day, 4:40:48 iter: 82319 total_loss: 6.242 loss_ce: 0.3399 loss_bbox: 0.2045 loss_giou: 0.3424 loss_ce_0: 0.5425 loss_bbox_0: 0.3651 loss_giou_0: 0.5565 loss_ce_1: 0.4317 loss_bbox_1: 0.2471 loss_giou_1: 0.3896 loss_ce_2: 0.3794 loss_bbox_2: 0.2195 loss_giou_2: 0.3561 loss_ce_3: 0.3485 loss_bbox_3: 0.2115 loss_giou_3: 0.3464 loss_ce_4: 0.3412 loss_bbox_4: 0.2051 loss_giou_4: 0.3454 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:47] d2.utils.events INFO: eta: 1 day, 4:40:34 iter: 82339 total_loss: 6.26 loss_ce: 0.3487 loss_bbox: 0.214 loss_giou: 0.3533 loss_ce_0: 0.5339 loss_bbox_0: 0.3682 loss_giou_0: 0.5624 loss_ce_1: 0.4327 loss_bbox_1: 0.2536 loss_giou_1: 0.4095 loss_ce_2: 0.3801 loss_bbox_2: 0.2233 loss_giou_2: 0.3734 loss_ce_3: 0.3431 loss_bbox_3: 0.2184 loss_giou_3: 0.3631 loss_ce_4: 0.3318 loss_bbox_4: 0.2144 loss_giou_4: 0.3561 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:53] d2.utils.events INFO: eta: 1 day, 4:40:24 iter: 82359 total_loss: 6.64 loss_ce: 0.3679 loss_bbox: 0.2261 loss_giou: 0.3751 loss_ce_0: 0.5634 loss_bbox_0: 0.3568 loss_giou_0: 0.5841 loss_ce_1: 0.4573 loss_bbox_1: 0.2594 loss_giou_1: 0.4309 loss_ce_2: 0.3991 loss_bbox_2: 0.2376 loss_giou_2: 0.3928 loss_ce_3: 0.3641 loss_bbox_3: 0.2315 loss_giou_3: 0.382 loss_ce_4: 0.365 loss_bbox_4: 0.2285 loss_giou_4: 0.3727 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 19:54:59] d2.utils.events INFO: eta: 1 day, 4:40:17 iter: 82379 total_loss: 6.534 loss_ce: 0.3442 loss_bbox: 0.2033 loss_giou: 0.3696 loss_ce_0: 0.5329 loss_bbox_0: 0.3468 loss_giou_0: 0.5933 loss_ce_1: 0.4359 loss_bbox_1: 0.2339 loss_giou_1: 0.4145 loss_ce_2: 0.3813 loss_bbox_2: 0.2094 loss_giou_2: 0.3891 loss_ce_3: 0.3533 loss_bbox_3: 0.2037 loss_giou_3: 0.3731 loss_ce_4: 0.3414 loss_bbox_4: 0.2015 loss_giou_4: 0.3725 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:04] d2.utils.events INFO: eta: 1 day, 4:40:13 iter: 82399 total_loss: 6.479 loss_ce: 0.3519 loss_bbox: 0.2311 loss_giou: 0.3808 loss_ce_0: 0.557 loss_bbox_0: 0.3475 loss_giou_0: 0.5596 loss_ce_1: 0.4516 loss_bbox_1: 0.2479 loss_giou_1: 0.4308 loss_ce_2: 0.3993 loss_bbox_2: 0.2278 loss_giou_2: 0.4018 loss_ce_3: 0.3693 loss_bbox_3: 0.2323 loss_giou_3: 0.3907 loss_ce_4: 0.3622 loss_bbox_4: 0.2284 loss_giou_4: 0.3859 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:10] d2.utils.events INFO: eta: 1 day, 4:39:27 iter: 82419 total_loss: 6.693 loss_ce: 0.3518 loss_bbox: 0.2083 loss_giou: 0.3761 loss_ce_0: 0.5255 loss_bbox_0: 0.3452 loss_giou_0: 0.5846 loss_ce_1: 0.4361 loss_bbox_1: 0.2468 loss_giou_1: 0.4246 loss_ce_2: 0.3933 loss_bbox_2: 0.2175 loss_giou_2: 0.3924 loss_ce_3: 0.365 loss_bbox_3: 0.2171 loss_giou_3: 0.3799 loss_ce_4: 0.3568 loss_bbox_4: 0.2117 loss_giou_4: 0.3744 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:16] d2.utils.events INFO: eta: 1 day, 4:39:44 iter: 82439 total_loss: 6.573 loss_ce: 0.3562 loss_bbox: 0.2112 loss_giou: 0.375 loss_ce_0: 0.5455 loss_bbox_0: 0.3574 loss_giou_0: 0.5772 loss_ce_1: 0.4405 loss_bbox_1: 0.2514 loss_giou_1: 0.4272 loss_ce_2: 0.3978 loss_bbox_2: 0.2262 loss_giou_2: 0.3902 loss_ce_3: 0.3732 loss_bbox_3: 0.2125 loss_giou_3: 0.3784 loss_ce_4: 0.3644 loss_bbox_4: 0.2089 loss_giou_4: 0.376 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:21] d2.utils.events INFO: eta: 1 day, 4:39:54 iter: 82459 total_loss: 6.247 loss_ce: 0.3432 loss_bbox: 0.2188 loss_giou: 0.352 loss_ce_0: 0.5466 loss_bbox_0: 0.3595 loss_giou_0: 0.5287 loss_ce_1: 0.4429 loss_bbox_1: 0.2596 loss_giou_1: 0.4013 loss_ce_2: 0.3857 loss_bbox_2: 0.2355 loss_giou_2: 0.3652 loss_ce_3: 0.3552 loss_bbox_3: 0.2267 loss_giou_3: 0.3525 loss_ce_4: 0.3558 loss_bbox_4: 0.2201 loss_giou_4: 0.3518 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:27] d2.utils.events INFO: eta: 1 day, 4:39:08 iter: 82479 total_loss: 6.424 loss_ce: 0.3601 loss_bbox: 0.2207 loss_giou: 0.3616 loss_ce_0: 0.5668 loss_bbox_0: 0.3587 loss_giou_0: 0.5306 loss_ce_1: 0.4669 loss_bbox_1: 0.247 loss_giou_1: 0.4002 loss_ce_2: 0.4084 loss_bbox_2: 0.2332 loss_giou_2: 0.3822 loss_ce_3: 0.3811 loss_bbox_3: 0.2281 loss_giou_3: 0.3708 loss_ce_4: 0.3626 loss_bbox_4: 0.2211 loss_giou_4: 0.3631 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:33] d2.utils.events INFO: eta: 1 day, 4:38:53 iter: 82499 total_loss: 6.321 loss_ce: 0.3356 loss_bbox: 0.2086 loss_giou: 0.3682 loss_ce_0: 0.5252 loss_bbox_0: 0.3547 loss_giou_0: 0.5486 loss_ce_1: 0.4417 loss_bbox_1: 0.2317 loss_giou_1: 0.4167 loss_ce_2: 0.3705 loss_bbox_2: 0.222 loss_giou_2: 0.3808 loss_ce_3: 0.3511 loss_bbox_3: 0.2165 loss_giou_3: 0.3701 loss_ce_4: 0.3423 loss_bbox_4: 0.2083 loss_giou_4: 0.3672 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:38] d2.utils.events INFO: eta: 1 day, 4:39:37 iter: 82519 total_loss: 6.388 loss_ce: 0.3531 loss_bbox: 0.2137 loss_giou: 0.3553 loss_ce_0: 0.5417 loss_bbox_0: 0.3402 loss_giou_0: 0.5346 loss_ce_1: 0.4449 loss_bbox_1: 0.2396 loss_giou_1: 0.4083 loss_ce_2: 0.3872 loss_bbox_2: 0.2207 loss_giou_2: 0.3761 loss_ce_3: 0.362 loss_bbox_3: 0.2137 loss_giou_3: 0.3707 loss_ce_4: 0.3519 loss_bbox_4: 0.2124 loss_giou_4: 0.3599 time: 0.2803 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:44] d2.utils.events INFO: eta: 1 day, 4:38:59 iter: 82539 total_loss: 6.542 loss_ce: 0.3568 loss_bbox: 0.2135 loss_giou: 0.3879 loss_ce_0: 0.5495 loss_bbox_0: 0.355 loss_giou_0: 0.5854 loss_ce_1: 0.4603 loss_bbox_1: 0.247 loss_giou_1: 0.4459 loss_ce_2: 0.3929 loss_bbox_2: 0.2259 loss_giou_2: 0.4025 loss_ce_3: 0.3677 loss_bbox_3: 0.2163 loss_giou_3: 0.3935 loss_ce_4: 0.3532 loss_bbox_4: 0.214 loss_giou_4: 0.3917 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:50] d2.utils.events INFO: eta: 1 day, 4:38:54 iter: 82559 total_loss: 6.425 loss_ce: 0.3542 loss_bbox: 0.2309 loss_giou: 0.3423 loss_ce_0: 0.5453 loss_bbox_0: 0.3695 loss_giou_0: 0.5444 loss_ce_1: 0.4597 loss_bbox_1: 0.2591 loss_giou_1: 0.3973 loss_ce_2: 0.3961 loss_bbox_2: 0.2346 loss_giou_2: 0.3564 loss_ce_3: 0.3673 loss_bbox_3: 0.2295 loss_giou_3: 0.3474 loss_ce_4: 0.3603 loss_bbox_4: 0.2243 loss_giou_4: 0.3467 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 19:55:55] d2.utils.events INFO: eta: 1 day, 4:39:20 iter: 82579 total_loss: 6.373 loss_ce: 0.3454 loss_bbox: 0.204 loss_giou: 0.3757 loss_ce_0: 0.5315 loss_bbox_0: 0.3321 loss_giou_0: 0.5747 loss_ce_1: 0.4326 loss_bbox_1: 0.2329 loss_giou_1: 0.4202 loss_ce_2: 0.3789 loss_bbox_2: 0.2095 loss_giou_2: 0.3953 loss_ce_3: 0.3564 loss_bbox_3: 0.2089 loss_giou_3: 0.3875 loss_ce_4: 0.3458 loss_bbox_4: 0.207 loss_giou_4: 0.3821 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:01] d2.utils.events INFO: eta: 1 day, 4:38:35 iter: 82599 total_loss: 6.456 loss_ce: 0.3701 loss_bbox: 0.2142 loss_giou: 0.3649 loss_ce_0: 0.554 loss_bbox_0: 0.3601 loss_giou_0: 0.5541 loss_ce_1: 0.4616 loss_bbox_1: 0.2488 loss_giou_1: 0.4249 loss_ce_2: 0.4065 loss_bbox_2: 0.2232 loss_giou_2: 0.3769 loss_ce_3: 0.3682 loss_bbox_3: 0.2198 loss_giou_3: 0.3678 loss_ce_4: 0.3679 loss_bbox_4: 0.2188 loss_giou_4: 0.3664 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:07] d2.utils.events INFO: eta: 1 day, 4:39:20 iter: 82619 total_loss: 6.693 loss_ce: 0.3692 loss_bbox: 0.2013 loss_giou: 0.3733 loss_ce_0: 0.5525 loss_bbox_0: 0.3492 loss_giou_0: 0.5826 loss_ce_1: 0.4771 loss_bbox_1: 0.2348 loss_giou_1: 0.4235 loss_ce_2: 0.4202 loss_bbox_2: 0.2089 loss_giou_2: 0.3887 loss_ce_3: 0.3867 loss_bbox_3: 0.2054 loss_giou_3: 0.3737 loss_ce_4: 0.3785 loss_bbox_4: 0.2028 loss_giou_4: 0.3753 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:12] d2.utils.events INFO: eta: 1 day, 4:39:09 iter: 82639 total_loss: 6.452 loss_ce: 0.3494 loss_bbox: 0.2225 loss_giou: 0.3641 loss_ce_0: 0.534 loss_bbox_0: 0.3646 loss_giou_0: 0.5384 loss_ce_1: 0.4232 loss_bbox_1: 0.2575 loss_giou_1: 0.4078 loss_ce_2: 0.3731 loss_bbox_2: 0.2351 loss_giou_2: 0.3815 loss_ce_3: 0.3484 loss_bbox_3: 0.2224 loss_giou_3: 0.3702 loss_ce_4: 0.3433 loss_bbox_4: 0.229 loss_giou_4: 0.3638 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:18] d2.utils.events INFO: eta: 1 day, 4:38:29 iter: 82659 total_loss: 6.48 loss_ce: 0.351 loss_bbox: 0.2063 loss_giou: 0.3641 loss_ce_0: 0.5395 loss_bbox_0: 0.3571 loss_giou_0: 0.574 loss_ce_1: 0.4494 loss_bbox_1: 0.2383 loss_giou_1: 0.4131 loss_ce_2: 0.3869 loss_bbox_2: 0.2205 loss_giou_2: 0.3807 loss_ce_3: 0.3621 loss_bbox_3: 0.2125 loss_giou_3: 0.3707 loss_ce_4: 0.3587 loss_bbox_4: 0.2041 loss_giou_4: 0.3632 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:24] d2.utils.events INFO: eta: 1 day, 4:38:23 iter: 82679 total_loss: 6.781 loss_ce: 0.3813 loss_bbox: 0.2302 loss_giou: 0.378 loss_ce_0: 0.5574 loss_bbox_0: 0.3816 loss_giou_0: 0.5817 loss_ce_1: 0.4691 loss_bbox_1: 0.2676 loss_giou_1: 0.4333 loss_ce_2: 0.4101 loss_bbox_2: 0.2463 loss_giou_2: 0.3988 loss_ce_3: 0.3818 loss_bbox_3: 0.238 loss_giou_3: 0.3814 loss_ce_4: 0.3814 loss_bbox_4: 0.2325 loss_giou_4: 0.3789 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:29] d2.utils.events INFO: eta: 1 day, 4:37:56 iter: 82699 total_loss: 6.381 loss_ce: 0.3755 loss_bbox: 0.2155 loss_giou: 0.3647 loss_ce_0: 0.5522 loss_bbox_0: 0.367 loss_giou_0: 0.5521 loss_ce_1: 0.4575 loss_bbox_1: 0.2385 loss_giou_1: 0.4209 loss_ce_2: 0.4121 loss_bbox_2: 0.2239 loss_giou_2: 0.3888 loss_ce_3: 0.3743 loss_bbox_3: 0.2139 loss_giou_3: 0.3814 loss_ce_4: 0.3721 loss_bbox_4: 0.2111 loss_giou_4: 0.3733 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:35] d2.utils.events INFO: eta: 1 day, 4:37:50 iter: 82719 total_loss: 6.322 loss_ce: 0.3667 loss_bbox: 0.2092 loss_giou: 0.3632 loss_ce_0: 0.5372 loss_bbox_0: 0.3475 loss_giou_0: 0.5451 loss_ce_1: 0.4578 loss_bbox_1: 0.2459 loss_giou_1: 0.4036 loss_ce_2: 0.3995 loss_bbox_2: 0.2233 loss_giou_2: 0.3772 loss_ce_3: 0.3759 loss_bbox_3: 0.2132 loss_giou_3: 0.3694 loss_ce_4: 0.3634 loss_bbox_4: 0.2104 loss_giou_4: 0.3658 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:41] d2.utils.events INFO: eta: 1 day, 4:38:14 iter: 82739 total_loss: 6.578 loss_ce: 0.351 loss_bbox: 0.215 loss_giou: 0.3501 loss_ce_0: 0.5368 loss_bbox_0: 0.3702 loss_giou_0: 0.5307 loss_ce_1: 0.4423 loss_bbox_1: 0.2576 loss_giou_1: 0.3965 loss_ce_2: 0.3757 loss_bbox_2: 0.2336 loss_giou_2: 0.3664 loss_ce_3: 0.3529 loss_bbox_3: 0.2238 loss_giou_3: 0.352 loss_ce_4: 0.3551 loss_bbox_4: 0.2171 loss_giou_4: 0.348 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:46] d2.utils.events INFO: eta: 1 day, 4:38:08 iter: 82759 total_loss: 6.028 loss_ce: 0.324 loss_bbox: 0.1959 loss_giou: 0.3622 loss_ce_0: 0.527 loss_bbox_0: 0.3461 loss_giou_0: 0.557 loss_ce_1: 0.4225 loss_bbox_1: 0.2299 loss_giou_1: 0.4135 loss_ce_2: 0.3566 loss_bbox_2: 0.21 loss_giou_2: 0.3805 loss_ce_3: 0.3313 loss_bbox_3: 0.1979 loss_giou_3: 0.3703 loss_ce_4: 0.3289 loss_bbox_4: 0.1957 loss_giou_4: 0.3587 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:52] d2.utils.events INFO: eta: 1 day, 4:37:18 iter: 82779 total_loss: 6.227 loss_ce: 0.3417 loss_bbox: 0.1969 loss_giou: 0.3567 loss_ce_0: 0.5233 loss_bbox_0: 0.3459 loss_giou_0: 0.5601 loss_ce_1: 0.4313 loss_bbox_1: 0.2344 loss_giou_1: 0.4111 loss_ce_2: 0.3739 loss_bbox_2: 0.2149 loss_giou_2: 0.3792 loss_ce_3: 0.3517 loss_bbox_3: 0.2004 loss_giou_3: 0.3638 loss_ce_4: 0.3473 loss_bbox_4: 0.1968 loss_giou_4: 0.3603 time: 0.2803 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/02 19:56:58] d2.utils.events INFO: eta: 1 day, 4:36:15 iter: 82799 total_loss: 6.379 loss_ce: 0.3647 loss_bbox: 0.221 loss_giou: 0.3667 loss_ce_0: 0.5522 loss_bbox_0: 0.3462 loss_giou_0: 0.5597 loss_ce_1: 0.4624 loss_bbox_1: 0.257 loss_giou_1: 0.4144 loss_ce_2: 0.3927 loss_bbox_2: 0.2313 loss_giou_2: 0.3859 loss_ce_3: 0.3644 loss_bbox_3: 0.2223 loss_giou_3: 0.3776 loss_ce_4: 0.3573 loss_bbox_4: 0.224 loss_giou_4: 0.3699 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:03] d2.utils.events INFO: eta: 1 day, 4:35:05 iter: 82819 total_loss: 6.137 loss_ce: 0.3261 loss_bbox: 0.2078 loss_giou: 0.3609 loss_ce_0: 0.5427 loss_bbox_0: 0.3527 loss_giou_0: 0.5678 loss_ce_1: 0.4374 loss_bbox_1: 0.2421 loss_giou_1: 0.4127 loss_ce_2: 0.3663 loss_bbox_2: 0.2188 loss_giou_2: 0.373 loss_ce_3: 0.3366 loss_bbox_3: 0.2175 loss_giou_3: 0.3628 loss_ce_4: 0.3251 loss_bbox_4: 0.209 loss_giou_4: 0.3647 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:09] d2.utils.events INFO: eta: 1 day, 4:35:00 iter: 82839 total_loss: 6.281 loss_ce: 0.3419 loss_bbox: 0.2103 loss_giou: 0.3655 loss_ce_0: 0.5357 loss_bbox_0: 0.3532 loss_giou_0: 0.5772 loss_ce_1: 0.4345 loss_bbox_1: 0.2426 loss_giou_1: 0.4163 loss_ce_2: 0.3797 loss_bbox_2: 0.2217 loss_giou_2: 0.3794 loss_ce_3: 0.348 loss_bbox_3: 0.2147 loss_giou_3: 0.3716 loss_ce_4: 0.3427 loss_bbox_4: 0.2114 loss_giou_4: 0.3707 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:15] d2.utils.events INFO: eta: 1 day, 4:35:06 iter: 82859 total_loss: 6.866 loss_ce: 0.3981 loss_bbox: 0.214 loss_giou: 0.4051 loss_ce_0: 0.5631 loss_bbox_0: 0.3811 loss_giou_0: 0.6173 loss_ce_1: 0.4757 loss_bbox_1: 0.252 loss_giou_1: 0.4636 loss_ce_2: 0.4314 loss_bbox_2: 0.2285 loss_giou_2: 0.4237 loss_ce_3: 0.4113 loss_bbox_3: 0.2282 loss_giou_3: 0.4143 loss_ce_4: 0.4029 loss_bbox_4: 0.2217 loss_giou_4: 0.4071 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:20] d2.utils.events INFO: eta: 1 day, 4:35:29 iter: 82879 total_loss: 6.449 loss_ce: 0.3585 loss_bbox: 0.2087 loss_giou: 0.3816 loss_ce_0: 0.5488 loss_bbox_0: 0.3523 loss_giou_0: 0.588 loss_ce_1: 0.4583 loss_bbox_1: 0.238 loss_giou_1: 0.4224 loss_ce_2: 0.4008 loss_bbox_2: 0.2152 loss_giou_2: 0.3938 loss_ce_3: 0.3571 loss_bbox_3: 0.2167 loss_giou_3: 0.3901 loss_ce_4: 0.3574 loss_bbox_4: 0.2123 loss_giou_4: 0.3861 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:26] d2.utils.events INFO: eta: 1 day, 4:34:43 iter: 82899 total_loss: 6.424 loss_ce: 0.3588 loss_bbox: 0.2163 loss_giou: 0.3651 loss_ce_0: 0.5465 loss_bbox_0: 0.3548 loss_giou_0: 0.5708 loss_ce_1: 0.4481 loss_bbox_1: 0.2551 loss_giou_1: 0.409 loss_ce_2: 0.3873 loss_bbox_2: 0.2309 loss_giou_2: 0.3783 loss_ce_3: 0.3747 loss_bbox_3: 0.2165 loss_giou_3: 0.3704 loss_ce_4: 0.3565 loss_bbox_4: 0.2181 loss_giou_4: 0.3708 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:32] d2.utils.events INFO: eta: 1 day, 4:33:54 iter: 82919 total_loss: 6.523 loss_ce: 0.3801 loss_bbox: 0.2067 loss_giou: 0.3679 loss_ce_0: 0.5627 loss_bbox_0: 0.3839 loss_giou_0: 0.5663 loss_ce_1: 0.4746 loss_bbox_1: 0.2584 loss_giou_1: 0.4148 loss_ce_2: 0.4119 loss_bbox_2: 0.2358 loss_giou_2: 0.3905 loss_ce_3: 0.3892 loss_bbox_3: 0.2235 loss_giou_3: 0.3769 loss_ce_4: 0.3804 loss_bbox_4: 0.2145 loss_giou_4: 0.372 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:37] d2.utils.events INFO: eta: 1 day, 4:32:44 iter: 82939 total_loss: 6.532 loss_ce: 0.346 loss_bbox: 0.2072 loss_giou: 0.3719 loss_ce_0: 0.5519 loss_bbox_0: 0.3565 loss_giou_0: 0.5635 loss_ce_1: 0.4368 loss_bbox_1: 0.2467 loss_giou_1: 0.43 loss_ce_2: 0.3754 loss_bbox_2: 0.2175 loss_giou_2: 0.396 loss_ce_3: 0.3483 loss_bbox_3: 0.2112 loss_giou_3: 0.3859 loss_ce_4: 0.341 loss_bbox_4: 0.2117 loss_giou_4: 0.375 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:43] d2.utils.events INFO: eta: 1 day, 4:32:28 iter: 82959 total_loss: 6.51 loss_ce: 0.3637 loss_bbox: 0.2188 loss_giou: 0.3785 loss_ce_0: 0.5635 loss_bbox_0: 0.3549 loss_giou_0: 0.557 loss_ce_1: 0.4474 loss_bbox_1: 0.2503 loss_giou_1: 0.4403 loss_ce_2: 0.3964 loss_bbox_2: 0.2281 loss_giou_2: 0.4039 loss_ce_3: 0.3684 loss_bbox_3: 0.2191 loss_giou_3: 0.394 loss_ce_4: 0.371 loss_bbox_4: 0.22 loss_giou_4: 0.3883 time: 0.2803 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:48] d2.utils.events INFO: eta: 1 day, 4:31:57 iter: 82979 total_loss: 6.579 loss_ce: 0.3567 loss_bbox: 0.2283 loss_giou: 0.3763 loss_ce_0: 0.5582 loss_bbox_0: 0.3814 loss_giou_0: 0.5919 loss_ce_1: 0.4356 loss_bbox_1: 0.2702 loss_giou_1: 0.4301 loss_ce_2: 0.3945 loss_bbox_2: 0.2408 loss_giou_2: 0.3917 loss_ce_3: 0.367 loss_bbox_3: 0.2242 loss_giou_3: 0.3788 loss_ce_4: 0.358 loss_bbox_4: 0.2329 loss_giou_4: 0.3774 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 19:57:54] d2.utils.events INFO: eta: 1 day, 4:31:49 iter: 82999 total_loss: 6.377 loss_ce: 0.3643 loss_bbox: 0.2106 loss_giou: 0.3642 loss_ce_0: 0.5662 loss_bbox_0: 0.3467 loss_giou_0: 0.5667 loss_ce_1: 0.4674 loss_bbox_1: 0.2466 loss_giou_1: 0.4281 loss_ce_2: 0.3965 loss_bbox_2: 0.2185 loss_giou_2: 0.3884 loss_ce_3: 0.3718 loss_bbox_3: 0.2117 loss_giou_3: 0.3767 loss_ce_4: 0.3621 loss_bbox_4: 0.2153 loss_giou_4: 0.3687 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:00] d2.utils.events INFO: eta: 1 day, 4:31:36 iter: 83019 total_loss: 6.266 loss_ce: 0.3505 loss_bbox: 0.1961 loss_giou: 0.3472 loss_ce_0: 0.548 loss_bbox_0: 0.3472 loss_giou_0: 0.5555 loss_ce_1: 0.4491 loss_bbox_1: 0.2344 loss_giou_1: 0.4097 loss_ce_2: 0.3875 loss_bbox_2: 0.2057 loss_giou_2: 0.3648 loss_ce_3: 0.3606 loss_bbox_3: 0.2 loss_giou_3: 0.3556 loss_ce_4: 0.3515 loss_bbox_4: 0.194 loss_giou_4: 0.3515 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:05] d2.utils.events INFO: eta: 1 day, 4:31:11 iter: 83039 total_loss: 6.316 loss_ce: 0.3657 loss_bbox: 0.2214 loss_giou: 0.3482 loss_ce_0: 0.5493 loss_bbox_0: 0.3644 loss_giou_0: 0.5503 loss_ce_1: 0.4555 loss_bbox_1: 0.2486 loss_giou_1: 0.4068 loss_ce_2: 0.4042 loss_bbox_2: 0.2281 loss_giou_2: 0.3688 loss_ce_3: 0.3732 loss_bbox_3: 0.2252 loss_giou_3: 0.3617 loss_ce_4: 0.3676 loss_bbox_4: 0.2237 loss_giou_4: 0.3523 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:11] d2.utils.events INFO: eta: 1 day, 4:31:03 iter: 83059 total_loss: 6.426 loss_ce: 0.3701 loss_bbox: 0.2127 loss_giou: 0.381 loss_ce_0: 0.5558 loss_bbox_0: 0.3512 loss_giou_0: 0.5879 loss_ce_1: 0.449 loss_bbox_1: 0.2426 loss_giou_1: 0.433 loss_ce_2: 0.3851 loss_bbox_2: 0.2179 loss_giou_2: 0.395 loss_ce_3: 0.3667 loss_bbox_3: 0.2151 loss_giou_3: 0.3864 loss_ce_4: 0.3625 loss_bbox_4: 0.2151 loss_giou_4: 0.3839 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:17] d2.utils.events INFO: eta: 1 day, 4:30:57 iter: 83079 total_loss: 6.367 loss_ce: 0.3569 loss_bbox: 0.2031 loss_giou: 0.3684 loss_ce_0: 0.5434 loss_bbox_0: 0.3416 loss_giou_0: 0.5688 loss_ce_1: 0.4534 loss_bbox_1: 0.2362 loss_giou_1: 0.4188 loss_ce_2: 0.3986 loss_bbox_2: 0.2104 loss_giou_2: 0.3944 loss_ce_3: 0.3674 loss_bbox_3: 0.2036 loss_giou_3: 0.3746 loss_ce_4: 0.3632 loss_bbox_4: 0.2033 loss_giou_4: 0.3675 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:22] d2.utils.events INFO: eta: 1 day, 4:31:00 iter: 83099 total_loss: 6.211 loss_ce: 0.3409 loss_bbox: 0.205 loss_giou: 0.3752 loss_ce_0: 0.5455 loss_bbox_0: 0.3526 loss_giou_0: 0.5491 loss_ce_1: 0.4263 loss_bbox_1: 0.2449 loss_giou_1: 0.4231 loss_ce_2: 0.3721 loss_bbox_2: 0.2222 loss_giou_2: 0.3916 loss_ce_3: 0.3442 loss_bbox_3: 0.2122 loss_giou_3: 0.3788 loss_ce_4: 0.3424 loss_bbox_4: 0.2104 loss_giou_4: 0.3793 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:28] d2.utils.events INFO: eta: 1 day, 4:31:15 iter: 83119 total_loss: 6.81 loss_ce: 0.3562 loss_bbox: 0.2094 loss_giou: 0.4173 loss_ce_0: 0.5513 loss_bbox_0: 0.3598 loss_giou_0: 0.6213 loss_ce_1: 0.4421 loss_bbox_1: 0.2473 loss_giou_1: 0.4578 loss_ce_2: 0.3807 loss_bbox_2: 0.2281 loss_giou_2: 0.4318 loss_ce_3: 0.3606 loss_bbox_3: 0.2202 loss_giou_3: 0.4229 loss_ce_4: 0.3553 loss_bbox_4: 0.211 loss_giou_4: 0.4189 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:34] d2.utils.events INFO: eta: 1 day, 4:31:48 iter: 83139 total_loss: 6.464 loss_ce: 0.3473 loss_bbox: 0.1895 loss_giou: 0.3616 loss_ce_0: 0.53 loss_bbox_0: 0.3407 loss_giou_0: 0.5719 loss_ce_1: 0.4474 loss_bbox_1: 0.2326 loss_giou_1: 0.4181 loss_ce_2: 0.3648 loss_bbox_2: 0.2035 loss_giou_2: 0.3861 loss_ce_3: 0.3446 loss_bbox_3: 0.1932 loss_giou_3: 0.3699 loss_ce_4: 0.3497 loss_bbox_4: 0.1898 loss_giou_4: 0.3644 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:39] d2.utils.events INFO: eta: 1 day, 4:31:53 iter: 83159 total_loss: 6.278 loss_ce: 0.3666 loss_bbox: 0.2285 loss_giou: 0.3565 loss_ce_0: 0.5464 loss_bbox_0: 0.3774 loss_giou_0: 0.5443 loss_ce_1: 0.4564 loss_bbox_1: 0.2667 loss_giou_1: 0.4028 loss_ce_2: 0.4018 loss_bbox_2: 0.245 loss_giou_2: 0.3678 loss_ce_3: 0.3799 loss_bbox_3: 0.2349 loss_giou_3: 0.3611 loss_ce_4: 0.3618 loss_bbox_4: 0.2312 loss_giou_4: 0.3589 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:45] d2.utils.events INFO: eta: 1 day, 4:31:37 iter: 83179 total_loss: 6.357 loss_ce: 0.3475 loss_bbox: 0.2041 loss_giou: 0.3688 loss_ce_0: 0.5352 loss_bbox_0: 0.3452 loss_giou_0: 0.5263 loss_ce_1: 0.4405 loss_bbox_1: 0.2356 loss_giou_1: 0.4041 loss_ce_2: 0.3816 loss_bbox_2: 0.213 loss_giou_2: 0.3829 loss_ce_3: 0.3605 loss_bbox_3: 0.2044 loss_giou_3: 0.3684 loss_ce_4: 0.3517 loss_bbox_4: 0.2032 loss_giou_4: 0.368 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:51] d2.utils.events INFO: eta: 1 day, 4:31:55 iter: 83199 total_loss: 6.248 loss_ce: 0.3664 loss_bbox: 0.2033 loss_giou: 0.3449 loss_ce_0: 0.5394 loss_bbox_0: 0.3417 loss_giou_0: 0.535 loss_ce_1: 0.4445 loss_bbox_1: 0.2346 loss_giou_1: 0.3984 loss_ce_2: 0.3985 loss_bbox_2: 0.2108 loss_giou_2: 0.3644 loss_ce_3: 0.3622 loss_bbox_3: 0.2084 loss_giou_3: 0.3488 loss_ce_4: 0.3634 loss_bbox_4: 0.2028 loss_giou_4: 0.3471 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 19:58:56] d2.utils.events INFO: eta: 1 day, 4:32:07 iter: 83219 total_loss: 6.406 loss_ce: 0.3636 loss_bbox: 0.2003 loss_giou: 0.3675 loss_ce_0: 0.5352 loss_bbox_0: 0.3428 loss_giou_0: 0.5639 loss_ce_1: 0.4636 loss_bbox_1: 0.2338 loss_giou_1: 0.4223 loss_ce_2: 0.3854 loss_bbox_2: 0.214 loss_giou_2: 0.3784 loss_ce_3: 0.3712 loss_bbox_3: 0.2098 loss_giou_3: 0.3693 loss_ce_4: 0.3624 loss_bbox_4: 0.2048 loss_giou_4: 0.3718 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:02] d2.utils.events INFO: eta: 1 day, 4:31:21 iter: 83239 total_loss: 6.28 loss_ce: 0.3426 loss_bbox: 0.1923 loss_giou: 0.371 loss_ce_0: 0.5326 loss_bbox_0: 0.3483 loss_giou_0: 0.5931 loss_ce_1: 0.4403 loss_bbox_1: 0.2268 loss_giou_1: 0.4435 loss_ce_2: 0.3641 loss_bbox_2: 0.2056 loss_giou_2: 0.3989 loss_ce_3: 0.3374 loss_bbox_3: 0.1986 loss_giou_3: 0.3807 loss_ce_4: 0.3416 loss_bbox_4: 0.1948 loss_giou_4: 0.3738 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:08] d2.utils.events INFO: eta: 1 day, 4:32:14 iter: 83259 total_loss: 6.392 loss_ce: 0.3392 loss_bbox: 0.2149 loss_giou: 0.3605 loss_ce_0: 0.5425 loss_bbox_0: 0.338 loss_giou_0: 0.5198 loss_ce_1: 0.4575 loss_bbox_1: 0.2482 loss_giou_1: 0.409 loss_ce_2: 0.3854 loss_bbox_2: 0.2221 loss_giou_2: 0.3748 loss_ce_3: 0.3487 loss_bbox_3: 0.2181 loss_giou_3: 0.3621 loss_ce_4: 0.3443 loss_bbox_4: 0.2154 loss_giou_4: 0.3633 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:13] d2.utils.events INFO: eta: 1 day, 4:31:59 iter: 83279 total_loss: 6.336 loss_ce: 0.3459 loss_bbox: 0.217 loss_giou: 0.3721 loss_ce_0: 0.5393 loss_bbox_0: 0.3584 loss_giou_0: 0.5796 loss_ce_1: 0.4477 loss_bbox_1: 0.2473 loss_giou_1: 0.4191 loss_ce_2: 0.3806 loss_bbox_2: 0.2295 loss_giou_2: 0.3883 loss_ce_3: 0.3521 loss_bbox_3: 0.2204 loss_giou_3: 0.3824 loss_ce_4: 0.35 loss_bbox_4: 0.2173 loss_giou_4: 0.3751 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:19] d2.utils.events INFO: eta: 1 day, 4:30:40 iter: 83299 total_loss: 6.415 loss_ce: 0.3556 loss_bbox: 0.2102 loss_giou: 0.3665 loss_ce_0: 0.5656 loss_bbox_0: 0.3655 loss_giou_0: 0.5474 loss_ce_1: 0.4573 loss_bbox_1: 0.2384 loss_giou_1: 0.4192 loss_ce_2: 0.4062 loss_bbox_2: 0.2206 loss_giou_2: 0.3844 loss_ce_3: 0.3706 loss_bbox_3: 0.2112 loss_giou_3: 0.3695 loss_ce_4: 0.3618 loss_bbox_4: 0.2105 loss_giou_4: 0.3699 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:25] d2.utils.events INFO: eta: 1 day, 4:30:58 iter: 83319 total_loss: 6.569 loss_ce: 0.3764 loss_bbox: 0.1949 loss_giou: 0.3867 loss_ce_0: 0.5476 loss_bbox_0: 0.3349 loss_giou_0: 0.6006 loss_ce_1: 0.4596 loss_bbox_1: 0.2263 loss_giou_1: 0.4471 loss_ce_2: 0.4041 loss_bbox_2: 0.216 loss_giou_2: 0.4143 loss_ce_3: 0.3828 loss_bbox_3: 0.2018 loss_giou_3: 0.396 loss_ce_4: 0.3775 loss_bbox_4: 0.1991 loss_giou_4: 0.3914 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:30] d2.utils.events INFO: eta: 1 day, 4:30:41 iter: 83339 total_loss: 6.304 loss_ce: 0.3453 loss_bbox: 0.219 loss_giou: 0.3635 loss_ce_0: 0.5508 loss_bbox_0: 0.3384 loss_giou_0: 0.5405 loss_ce_1: 0.4348 loss_bbox_1: 0.2446 loss_giou_1: 0.4135 loss_ce_2: 0.3739 loss_bbox_2: 0.2275 loss_giou_2: 0.3787 loss_ce_3: 0.342 loss_bbox_3: 0.2174 loss_giou_3: 0.3717 loss_ce_4: 0.3402 loss_bbox_4: 0.2189 loss_giou_4: 0.368 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:36] d2.utils.events INFO: eta: 1 day, 4:30:47 iter: 83359 total_loss: 6.674 loss_ce: 0.3965 loss_bbox: 0.2094 loss_giou: 0.3585 loss_ce_0: 0.5908 loss_bbox_0: 0.3696 loss_giou_0: 0.5653 loss_ce_1: 0.4815 loss_bbox_1: 0.2521 loss_giou_1: 0.4212 loss_ce_2: 0.4332 loss_bbox_2: 0.2188 loss_giou_2: 0.3774 loss_ce_3: 0.4027 loss_bbox_3: 0.2107 loss_giou_3: 0.3648 loss_ce_4: 0.3943 loss_bbox_4: 0.2115 loss_giou_4: 0.3632 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:42] d2.utils.events INFO: eta: 1 day, 4:30:41 iter: 83379 total_loss: 6.565 loss_ce: 0.3753 loss_bbox: 0.2031 loss_giou: 0.3687 loss_ce_0: 0.5628 loss_bbox_0: 0.3466 loss_giou_0: 0.5703 loss_ce_1: 0.471 loss_bbox_1: 0.2455 loss_giou_1: 0.4233 loss_ce_2: 0.4073 loss_bbox_2: 0.2117 loss_giou_2: 0.3942 loss_ce_3: 0.3703 loss_bbox_3: 0.2074 loss_giou_3: 0.3788 loss_ce_4: 0.3703 loss_bbox_4: 0.2081 loss_giou_4: 0.3737 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:48] d2.utils.events INFO: eta: 1 day, 4:30:24 iter: 83399 total_loss: 6.578 loss_ce: 0.3576 loss_bbox: 0.2188 loss_giou: 0.3776 loss_ce_0: 0.5375 loss_bbox_0: 0.3515 loss_giou_0: 0.5849 loss_ce_1: 0.4514 loss_bbox_1: 0.2441 loss_giou_1: 0.4347 loss_ce_2: 0.3988 loss_bbox_2: 0.2285 loss_giou_2: 0.3978 loss_ce_3: 0.3709 loss_bbox_3: 0.2214 loss_giou_3: 0.3923 loss_ce_4: 0.3573 loss_bbox_4: 0.2174 loss_giou_4: 0.3817 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:53] d2.utils.events INFO: eta: 1 day, 4:31:11 iter: 83419 total_loss: 6.575 loss_ce: 0.3373 loss_bbox: 0.194 loss_giou: 0.3719 loss_ce_0: 0.5424 loss_bbox_0: 0.3358 loss_giou_0: 0.5989 loss_ce_1: 0.4419 loss_bbox_1: 0.2345 loss_giou_1: 0.4302 loss_ce_2: 0.365 loss_bbox_2: 0.2108 loss_giou_2: 0.3906 loss_ce_3: 0.337 loss_bbox_3: 0.2095 loss_giou_3: 0.3804 loss_ce_4: 0.3335 loss_bbox_4: 0.1952 loss_giou_4: 0.3768 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 19:59:59] d2.utils.events INFO: eta: 1 day, 4:30:25 iter: 83439 total_loss: 6.299 loss_ce: 0.3336 loss_bbox: 0.1891 loss_giou: 0.3649 loss_ce_0: 0.5249 loss_bbox_0: 0.341 loss_giou_0: 0.5722 loss_ce_1: 0.4194 loss_bbox_1: 0.2402 loss_giou_1: 0.4301 loss_ce_2: 0.364 loss_bbox_2: 0.2015 loss_giou_2: 0.3876 loss_ce_3: 0.3257 loss_bbox_3: 0.2015 loss_giou_3: 0.3708 loss_ce_4: 0.3382 loss_bbox_4: 0.1912 loss_giou_4: 0.3693 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:05] d2.utils.events INFO: eta: 1 day, 4:30:42 iter: 83459 total_loss: 6.565 loss_ce: 0.3569 loss_bbox: 0.2174 loss_giou: 0.3677 loss_ce_0: 0.5534 loss_bbox_0: 0.3577 loss_giou_0: 0.5726 loss_ce_1: 0.4587 loss_bbox_1: 0.2508 loss_giou_1: 0.4308 loss_ce_2: 0.4059 loss_bbox_2: 0.231 loss_giou_2: 0.3843 loss_ce_3: 0.3802 loss_bbox_3: 0.2243 loss_giou_3: 0.3757 loss_ce_4: 0.3668 loss_bbox_4: 0.2155 loss_giou_4: 0.3689 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:10] d2.utils.events INFO: eta: 1 day, 4:31:09 iter: 83479 total_loss: 6.704 loss_ce: 0.3755 loss_bbox: 0.2333 loss_giou: 0.3865 loss_ce_0: 0.5666 loss_bbox_0: 0.3754 loss_giou_0: 0.5944 loss_ce_1: 0.4678 loss_bbox_1: 0.2568 loss_giou_1: 0.437 loss_ce_2: 0.4004 loss_bbox_2: 0.2314 loss_giou_2: 0.4039 loss_ce_3: 0.3782 loss_bbox_3: 0.2254 loss_giou_3: 0.3928 loss_ce_4: 0.3808 loss_bbox_4: 0.2292 loss_giou_4: 0.3911 time: 0.2803 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:16] d2.utils.events INFO: eta: 1 day, 4:31:24 iter: 83499 total_loss: 6.618 loss_ce: 0.3813 loss_bbox: 0.2292 loss_giou: 0.3508 loss_ce_0: 0.5348 loss_bbox_0: 0.3622 loss_giou_0: 0.5519 loss_ce_1: 0.4733 loss_bbox_1: 0.2502 loss_giou_1: 0.4164 loss_ce_2: 0.4078 loss_bbox_2: 0.2311 loss_giou_2: 0.3729 loss_ce_3: 0.3889 loss_bbox_3: 0.232 loss_giou_3: 0.3527 loss_ce_4: 0.3819 loss_bbox_4: 0.2272 loss_giou_4: 0.3476 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:22] d2.utils.events INFO: eta: 1 day, 4:31:07 iter: 83519 total_loss: 6.345 loss_ce: 0.3473 loss_bbox: 0.2198 loss_giou: 0.3776 loss_ce_0: 0.5471 loss_bbox_0: 0.3554 loss_giou_0: 0.5658 loss_ce_1: 0.4408 loss_bbox_1: 0.2498 loss_giou_1: 0.4181 loss_ce_2: 0.3755 loss_bbox_2: 0.2278 loss_giou_2: 0.3901 loss_ce_3: 0.35 loss_bbox_3: 0.2199 loss_giou_3: 0.3895 loss_ce_4: 0.3489 loss_bbox_4: 0.2153 loss_giou_4: 0.376 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:27] d2.utils.events INFO: eta: 1 day, 4:31:27 iter: 83539 total_loss: 6.439 loss_ce: 0.3764 loss_bbox: 0.2078 loss_giou: 0.3496 loss_ce_0: 0.5449 loss_bbox_0: 0.3536 loss_giou_0: 0.5338 loss_ce_1: 0.4625 loss_bbox_1: 0.2483 loss_giou_1: 0.3851 loss_ce_2: 0.4028 loss_bbox_2: 0.2193 loss_giou_2: 0.3665 loss_ce_3: 0.3802 loss_bbox_3: 0.2121 loss_giou_3: 0.3564 loss_ce_4: 0.3759 loss_bbox_4: 0.2087 loss_giou_4: 0.3506 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:33] d2.utils.events INFO: eta: 1 day, 4:32:36 iter: 83559 total_loss: 6.733 loss_ce: 0.3849 loss_bbox: 0.2114 loss_giou: 0.3826 loss_ce_0: 0.5574 loss_bbox_0: 0.3601 loss_giou_0: 0.6004 loss_ce_1: 0.4622 loss_bbox_1: 0.2532 loss_giou_1: 0.4484 loss_ce_2: 0.4169 loss_bbox_2: 0.2274 loss_giou_2: 0.414 loss_ce_3: 0.3821 loss_bbox_3: 0.2151 loss_giou_3: 0.3906 loss_ce_4: 0.3836 loss_bbox_4: 0.2163 loss_giou_4: 0.3819 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:39] d2.utils.events INFO: eta: 1 day, 4:32:24 iter: 83579 total_loss: 6.148 loss_ce: 0.3468 loss_bbox: 0.194 loss_giou: 0.3479 loss_ce_0: 0.5375 loss_bbox_0: 0.3333 loss_giou_0: 0.5485 loss_ce_1: 0.4455 loss_bbox_1: 0.2367 loss_giou_1: 0.3958 loss_ce_2: 0.3724 loss_bbox_2: 0.2128 loss_giou_2: 0.3601 loss_ce_3: 0.3529 loss_bbox_3: 0.2002 loss_giou_3: 0.3532 loss_ce_4: 0.3538 loss_bbox_4: 0.1935 loss_giou_4: 0.3464 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:45] d2.utils.events INFO: eta: 1 day, 4:32:18 iter: 83599 total_loss: 6.551 loss_ce: 0.3643 loss_bbox: 0.2035 loss_giou: 0.3762 loss_ce_0: 0.5487 loss_bbox_0: 0.3382 loss_giou_0: 0.5651 loss_ce_1: 0.4589 loss_bbox_1: 0.2352 loss_giou_1: 0.423 loss_ce_2: 0.3835 loss_bbox_2: 0.2104 loss_giou_2: 0.3888 loss_ce_3: 0.3665 loss_bbox_3: 0.2134 loss_giou_3: 0.3843 loss_ce_4: 0.3569 loss_bbox_4: 0.2056 loss_giou_4: 0.3794 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:50] d2.utils.events INFO: eta: 1 day, 4:31:39 iter: 83619 total_loss: 6.652 loss_ce: 0.3645 loss_bbox: 0.1984 loss_giou: 0.3844 loss_ce_0: 0.5249 loss_bbox_0: 0.3361 loss_giou_0: 0.5873 loss_ce_1: 0.442 loss_bbox_1: 0.2342 loss_giou_1: 0.4338 loss_ce_2: 0.399 loss_bbox_2: 0.212 loss_giou_2: 0.4032 loss_ce_3: 0.3699 loss_bbox_3: 0.2022 loss_giou_3: 0.396 loss_ce_4: 0.3672 loss_bbox_4: 0.2007 loss_giou_4: 0.3885 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:00:56] d2.utils.events INFO: eta: 1 day, 4:31:43 iter: 83639 total_loss: 6.582 loss_ce: 0.3591 loss_bbox: 0.2251 loss_giou: 0.379 loss_ce_0: 0.5339 loss_bbox_0: 0.364 loss_giou_0: 0.5781 loss_ce_1: 0.4425 loss_bbox_1: 0.2512 loss_giou_1: 0.4363 loss_ce_2: 0.3902 loss_bbox_2: 0.2386 loss_giou_2: 0.3975 loss_ce_3: 0.3622 loss_bbox_3: 0.2241 loss_giou_3: 0.387 loss_ce_4: 0.3549 loss_bbox_4: 0.2232 loss_giou_4: 0.3828 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:02] d2.utils.events INFO: eta: 1 day, 4:32:01 iter: 83659 total_loss: 6.456 loss_ce: 0.3618 loss_bbox: 0.2069 loss_giou: 0.3905 loss_ce_0: 0.53 loss_bbox_0: 0.3503 loss_giou_0: 0.5833 loss_ce_1: 0.4592 loss_bbox_1: 0.234 loss_giou_1: 0.445 loss_ce_2: 0.3946 loss_bbox_2: 0.221 loss_giou_2: 0.4126 loss_ce_3: 0.3664 loss_bbox_3: 0.2127 loss_giou_3: 0.398 loss_ce_4: 0.3648 loss_bbox_4: 0.2079 loss_giou_4: 0.3953 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:07] d2.utils.events INFO: eta: 1 day, 4:31:43 iter: 83679 total_loss: 6.682 loss_ce: 0.3736 loss_bbox: 0.2102 loss_giou: 0.3677 loss_ce_0: 0.5554 loss_bbox_0: 0.3589 loss_giou_0: 0.5638 loss_ce_1: 0.4563 loss_bbox_1: 0.2405 loss_giou_1: 0.4123 loss_ce_2: 0.406 loss_bbox_2: 0.2168 loss_giou_2: 0.3816 loss_ce_3: 0.3757 loss_bbox_3: 0.2063 loss_giou_3: 0.3688 loss_ce_4: 0.3726 loss_bbox_4: 0.2033 loss_giou_4: 0.3654 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:13] d2.utils.events INFO: eta: 1 day, 4:31:19 iter: 83699 total_loss: 6.269 loss_ce: 0.3359 loss_bbox: 0.2067 loss_giou: 0.3537 loss_ce_0: 0.5361 loss_bbox_0: 0.3529 loss_giou_0: 0.5545 loss_ce_1: 0.4323 loss_bbox_1: 0.2423 loss_giou_1: 0.3936 loss_ce_2: 0.3626 loss_bbox_2: 0.2191 loss_giou_2: 0.365 loss_ce_3: 0.3443 loss_bbox_3: 0.2073 loss_giou_3: 0.3604 loss_ce_4: 0.3357 loss_bbox_4: 0.2082 loss_giou_4: 0.3536 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:19] d2.utils.events INFO: eta: 1 day, 4:31:14 iter: 83719 total_loss: 6.524 loss_ce: 0.3512 loss_bbox: 0.2222 loss_giou: 0.37 loss_ce_0: 0.5399 loss_bbox_0: 0.3589 loss_giou_0: 0.5814 loss_ce_1: 0.4446 loss_bbox_1: 0.252 loss_giou_1: 0.4333 loss_ce_2: 0.3831 loss_bbox_2: 0.2348 loss_giou_2: 0.3944 loss_ce_3: 0.3602 loss_bbox_3: 0.2247 loss_giou_3: 0.3811 loss_ce_4: 0.3533 loss_bbox_4: 0.2239 loss_giou_4: 0.3737 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:24] d2.utils.events INFO: eta: 1 day, 4:31:01 iter: 83739 total_loss: 5.974 loss_ce: 0.3407 loss_bbox: 0.2149 loss_giou: 0.3469 loss_ce_0: 0.5239 loss_bbox_0: 0.3497 loss_giou_0: 0.5287 loss_ce_1: 0.4369 loss_bbox_1: 0.2429 loss_giou_1: 0.3858 loss_ce_2: 0.373 loss_bbox_2: 0.2269 loss_giou_2: 0.3676 loss_ce_3: 0.3484 loss_bbox_3: 0.2184 loss_giou_3: 0.3505 loss_ce_4: 0.3368 loss_bbox_4: 0.2171 loss_giou_4: 0.3487 time: 0.2803 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:30] d2.utils.events INFO: eta: 1 day, 4:31:41 iter: 83759 total_loss: 6.412 loss_ce: 0.3517 loss_bbox: 0.2161 loss_giou: 0.3756 loss_ce_0: 0.5498 loss_bbox_0: 0.3524 loss_giou_0: 0.6165 loss_ce_1: 0.4564 loss_bbox_1: 0.2556 loss_giou_1: 0.4349 loss_ce_2: 0.4002 loss_bbox_2: 0.2273 loss_giou_2: 0.4006 loss_ce_3: 0.3698 loss_bbox_3: 0.2197 loss_giou_3: 0.3865 loss_ce_4: 0.3593 loss_bbox_4: 0.2196 loss_giou_4: 0.3802 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:36] d2.utils.events INFO: eta: 1 day, 4:32:00 iter: 83779 total_loss: 6.449 loss_ce: 0.3731 loss_bbox: 0.198 loss_giou: 0.3736 loss_ce_0: 0.5516 loss_bbox_0: 0.355 loss_giou_0: 0.5766 loss_ce_1: 0.455 loss_bbox_1: 0.2486 loss_giou_1: 0.4285 loss_ce_2: 0.4102 loss_bbox_2: 0.2127 loss_giou_2: 0.3989 loss_ce_3: 0.3667 loss_bbox_3: 0.2027 loss_giou_3: 0.3913 loss_ce_4: 0.367 loss_bbox_4: 0.1989 loss_giou_4: 0.3762 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:41] d2.utils.events INFO: eta: 1 day, 4:32:46 iter: 83799 total_loss: 6.653 loss_ce: 0.3579 loss_bbox: 0.229 loss_giou: 0.3745 loss_ce_0: 0.5474 loss_bbox_0: 0.3714 loss_giou_0: 0.576 loss_ce_1: 0.453 loss_bbox_1: 0.2684 loss_giou_1: 0.4247 loss_ce_2: 0.3795 loss_bbox_2: 0.2296 loss_giou_2: 0.3974 loss_ce_3: 0.3563 loss_bbox_3: 0.2198 loss_giou_3: 0.3865 loss_ce_4: 0.3554 loss_bbox_4: 0.2172 loss_giou_4: 0.3751 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:47] d2.utils.events INFO: eta: 1 day, 4:31:59 iter: 83819 total_loss: 6.468 loss_ce: 0.3746 loss_bbox: 0.2049 loss_giou: 0.3395 loss_ce_0: 0.5547 loss_bbox_0: 0.3498 loss_giou_0: 0.4956 loss_ce_1: 0.4728 loss_bbox_1: 0.2479 loss_giou_1: 0.397 loss_ce_2: 0.4006 loss_bbox_2: 0.2245 loss_giou_2: 0.3675 loss_ce_3: 0.383 loss_bbox_3: 0.2151 loss_giou_3: 0.3532 loss_ce_4: 0.3702 loss_bbox_4: 0.2088 loss_giou_4: 0.3444 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:53] d2.utils.events INFO: eta: 1 day, 4:31:19 iter: 83839 total_loss: 6.49 loss_ce: 0.3684 loss_bbox: 0.2169 loss_giou: 0.3735 loss_ce_0: 0.5605 loss_bbox_0: 0.3593 loss_giou_0: 0.5994 loss_ce_1: 0.4597 loss_bbox_1: 0.2526 loss_giou_1: 0.437 loss_ce_2: 0.403 loss_bbox_2: 0.2273 loss_giou_2: 0.3926 loss_ce_3: 0.3804 loss_bbox_3: 0.2181 loss_giou_3: 0.379 loss_ce_4: 0.3688 loss_bbox_4: 0.2159 loss_giou_4: 0.3739 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:01:58] d2.utils.events INFO: eta: 1 day, 4:30:59 iter: 83859 total_loss: 6.494 loss_ce: 0.3768 loss_bbox: 0.2009 loss_giou: 0.3679 loss_ce_0: 0.556 loss_bbox_0: 0.3427 loss_giou_0: 0.5434 loss_ce_1: 0.4722 loss_bbox_1: 0.2433 loss_giou_1: 0.4195 loss_ce_2: 0.4082 loss_bbox_2: 0.2141 loss_giou_2: 0.3891 loss_ce_3: 0.3829 loss_bbox_3: 0.2074 loss_giou_3: 0.3711 loss_ce_4: 0.3818 loss_bbox_4: 0.2007 loss_giou_4: 0.3704 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:04] d2.utils.events INFO: eta: 1 day, 4:30:52 iter: 83879 total_loss: 6.818 loss_ce: 0.3989 loss_bbox: 0.2201 loss_giou: 0.3618 loss_ce_0: 0.5649 loss_bbox_0: 0.3606 loss_giou_0: 0.5699 loss_ce_1: 0.4758 loss_bbox_1: 0.2598 loss_giou_1: 0.4179 loss_ce_2: 0.4093 loss_bbox_2: 0.2375 loss_giou_2: 0.3843 loss_ce_3: 0.3931 loss_bbox_3: 0.2269 loss_giou_3: 0.3727 loss_ce_4: 0.4001 loss_bbox_4: 0.2228 loss_giou_4: 0.3668 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:09] d2.utils.events INFO: eta: 1 day, 4:30:48 iter: 83899 total_loss: 6.448 loss_ce: 0.3737 loss_bbox: 0.2079 loss_giou: 0.3537 loss_ce_0: 0.5431 loss_bbox_0: 0.3539 loss_giou_0: 0.5638 loss_ce_1: 0.4609 loss_bbox_1: 0.2384 loss_giou_1: 0.4101 loss_ce_2: 0.3944 loss_bbox_2: 0.2275 loss_giou_2: 0.3736 loss_ce_3: 0.3646 loss_bbox_3: 0.2166 loss_giou_3: 0.3595 loss_ce_4: 0.3718 loss_bbox_4: 0.2075 loss_giou_4: 0.3573 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:15] d2.utils.events INFO: eta: 1 day, 4:30:56 iter: 83919 total_loss: 6.669 loss_ce: 0.3638 loss_bbox: 0.2219 loss_giou: 0.3669 loss_ce_0: 0.5455 loss_bbox_0: 0.3594 loss_giou_0: 0.5489 loss_ce_1: 0.4548 loss_bbox_1: 0.2543 loss_giou_1: 0.4058 loss_ce_2: 0.3919 loss_bbox_2: 0.2336 loss_giou_2: 0.3832 loss_ce_3: 0.3694 loss_bbox_3: 0.2297 loss_giou_3: 0.3747 loss_ce_4: 0.3635 loss_bbox_4: 0.2217 loss_giou_4: 0.367 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:21] d2.utils.events INFO: eta: 1 day, 4:31:28 iter: 83939 total_loss: 6.327 loss_ce: 0.3524 loss_bbox: 0.2122 loss_giou: 0.3689 loss_ce_0: 0.5416 loss_bbox_0: 0.3433 loss_giou_0: 0.5421 loss_ce_1: 0.4554 loss_bbox_1: 0.2333 loss_giou_1: 0.4188 loss_ce_2: 0.3853 loss_bbox_2: 0.2121 loss_giou_2: 0.3758 loss_ce_3: 0.356 loss_bbox_3: 0.2146 loss_giou_3: 0.3694 loss_ce_4: 0.3538 loss_bbox_4: 0.2109 loss_giou_4: 0.3676 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:27] d2.utils.events INFO: eta: 1 day, 4:32:02 iter: 83959 total_loss: 6.582 loss_ce: 0.3683 loss_bbox: 0.2127 loss_giou: 0.3715 loss_ce_0: 0.5503 loss_bbox_0: 0.3664 loss_giou_0: 0.5625 loss_ce_1: 0.4557 loss_bbox_1: 0.2508 loss_giou_1: 0.4209 loss_ce_2: 0.3982 loss_bbox_2: 0.2327 loss_giou_2: 0.3948 loss_ce_3: 0.3765 loss_bbox_3: 0.2251 loss_giou_3: 0.3792 loss_ce_4: 0.3659 loss_bbox_4: 0.2149 loss_giou_4: 0.3735 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:32] d2.utils.events INFO: eta: 1 day, 4:32:11 iter: 83979 total_loss: 6.227 loss_ce: 0.3518 loss_bbox: 0.2025 loss_giou: 0.3523 loss_ce_0: 0.5481 loss_bbox_0: 0.358 loss_giou_0: 0.5451 loss_ce_1: 0.4589 loss_bbox_1: 0.2493 loss_giou_1: 0.4115 loss_ce_2: 0.3973 loss_bbox_2: 0.2208 loss_giou_2: 0.3641 loss_ce_3: 0.3743 loss_bbox_3: 0.2112 loss_giou_3: 0.3542 loss_ce_4: 0.3634 loss_bbox_4: 0.2018 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:38] d2.utils.events INFO: eta: 1 day, 4:32:04 iter: 83999 total_loss: 6.405 loss_ce: 0.353 loss_bbox: 0.2043 loss_giou: 0.3716 loss_ce_0: 0.5443 loss_bbox_0: 0.3488 loss_giou_0: 0.588 loss_ce_1: 0.4487 loss_bbox_1: 0.2472 loss_giou_1: 0.4211 loss_ce_2: 0.3817 loss_bbox_2: 0.2213 loss_giou_2: 0.3815 loss_ce_3: 0.3689 loss_bbox_3: 0.2146 loss_giou_3: 0.3747 loss_ce_4: 0.3564 loss_bbox_4: 0.2054 loss_giou_4: 0.3767 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:43] d2.utils.events INFO: eta: 1 day, 4:31:58 iter: 84019 total_loss: 6.674 loss_ce: 0.3701 loss_bbox: 0.2209 loss_giou: 0.3705 loss_ce_0: 0.5478 loss_bbox_0: 0.3535 loss_giou_0: 0.5408 loss_ce_1: 0.4478 loss_bbox_1: 0.2582 loss_giou_1: 0.4112 loss_ce_2: 0.3932 loss_bbox_2: 0.2298 loss_giou_2: 0.3851 loss_ce_3: 0.3704 loss_bbox_3: 0.2245 loss_giou_3: 0.3755 loss_ce_4: 0.3692 loss_bbox_4: 0.2215 loss_giou_4: 0.3756 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:49] d2.utils.events INFO: eta: 1 day, 4:31:55 iter: 84039 total_loss: 6.268 loss_ce: 0.3457 loss_bbox: 0.2068 loss_giou: 0.3538 loss_ce_0: 0.5412 loss_bbox_0: 0.3608 loss_giou_0: 0.5481 loss_ce_1: 0.4381 loss_bbox_1: 0.2498 loss_giou_1: 0.4085 loss_ce_2: 0.3723 loss_bbox_2: 0.2202 loss_giou_2: 0.3771 loss_ce_3: 0.3514 loss_bbox_3: 0.2113 loss_giou_3: 0.3698 loss_ce_4: 0.3531 loss_bbox_4: 0.208 loss_giou_4: 0.3611 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 20:02:55] d2.utils.events INFO: eta: 1 day, 4:31:05 iter: 84059 total_loss: 6.502 loss_ce: 0.3726 loss_bbox: 0.225 loss_giou: 0.3463 loss_ce_0: 0.5512 loss_bbox_0: 0.382 loss_giou_0: 0.546 loss_ce_1: 0.4645 loss_bbox_1: 0.2722 loss_giou_1: 0.3997 loss_ce_2: 0.4114 loss_bbox_2: 0.2446 loss_giou_2: 0.365 loss_ce_3: 0.3805 loss_bbox_3: 0.2363 loss_giou_3: 0.3536 loss_ce_4: 0.3762 loss_bbox_4: 0.227 loss_giou_4: 0.3502 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:00] d2.utils.events INFO: eta: 1 day, 4:30:49 iter: 84079 total_loss: 6.224 loss_ce: 0.345 loss_bbox: 0.2084 loss_giou: 0.3704 loss_ce_0: 0.5648 loss_bbox_0: 0.3576 loss_giou_0: 0.5514 loss_ce_1: 0.4514 loss_bbox_1: 0.2399 loss_giou_1: 0.4166 loss_ce_2: 0.3973 loss_bbox_2: 0.2135 loss_giou_2: 0.3783 loss_ce_3: 0.3581 loss_bbox_3: 0.2143 loss_giou_3: 0.3727 loss_ce_4: 0.3528 loss_bbox_4: 0.2111 loss_giou_4: 0.3713 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:06] d2.utils.events INFO: eta: 1 day, 4:30:43 iter: 84099 total_loss: 6.835 loss_ce: 0.3915 loss_bbox: 0.2114 loss_giou: 0.3965 loss_ce_0: 0.5707 loss_bbox_0: 0.3495 loss_giou_0: 0.6006 loss_ce_1: 0.4797 loss_bbox_1: 0.2462 loss_giou_1: 0.455 loss_ce_2: 0.4191 loss_bbox_2: 0.2238 loss_giou_2: 0.415 loss_ce_3: 0.4048 loss_bbox_3: 0.2205 loss_giou_3: 0.4053 loss_ce_4: 0.3983 loss_bbox_4: 0.2125 loss_giou_4: 0.3983 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:12] d2.utils.events INFO: eta: 1 day, 4:29:58 iter: 84119 total_loss: 6.112 loss_ce: 0.3623 loss_bbox: 0.1975 loss_giou: 0.348 loss_ce_0: 0.5257 loss_bbox_0: 0.3337 loss_giou_0: 0.5404 loss_ce_1: 0.4259 loss_bbox_1: 0.2288 loss_giou_1: 0.3874 loss_ce_2: 0.3862 loss_bbox_2: 0.2091 loss_giou_2: 0.3663 loss_ce_3: 0.3693 loss_bbox_3: 0.2043 loss_giou_3: 0.356 loss_ce_4: 0.36 loss_bbox_4: 0.199 loss_giou_4: 0.3509 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:17] d2.utils.events INFO: eta: 1 day, 4:29:09 iter: 84139 total_loss: 6.995 loss_ce: 0.377 loss_bbox: 0.2198 loss_giou: 0.4099 loss_ce_0: 0.5543 loss_bbox_0: 0.3736 loss_giou_0: 0.6164 loss_ce_1: 0.4471 loss_bbox_1: 0.2701 loss_giou_1: 0.4586 loss_ce_2: 0.4044 loss_bbox_2: 0.2406 loss_giou_2: 0.4249 loss_ce_3: 0.3755 loss_bbox_3: 0.231 loss_giou_3: 0.4153 loss_ce_4: 0.3721 loss_bbox_4: 0.221 loss_giou_4: 0.4093 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:23] d2.utils.events INFO: eta: 1 day, 4:28:45 iter: 84159 total_loss: 6.461 loss_ce: 0.3728 loss_bbox: 0.2142 loss_giou: 0.3711 loss_ce_0: 0.5563 loss_bbox_0: 0.3468 loss_giou_0: 0.5503 loss_ce_1: 0.4575 loss_bbox_1: 0.2464 loss_giou_1: 0.4185 loss_ce_2: 0.3986 loss_bbox_2: 0.2246 loss_giou_2: 0.3959 loss_ce_3: 0.3776 loss_bbox_3: 0.2182 loss_giou_3: 0.379 loss_ce_4: 0.3784 loss_bbox_4: 0.2159 loss_giou_4: 0.3754 time: 0.2803 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:29] d2.utils.events INFO: eta: 1 day, 4:28:27 iter: 84179 total_loss: 6.447 loss_ce: 0.3506 loss_bbox: 0.2145 loss_giou: 0.3747 loss_ce_0: 0.5425 loss_bbox_0: 0.3432 loss_giou_0: 0.5491 loss_ce_1: 0.4369 loss_bbox_1: 0.2454 loss_giou_1: 0.4223 loss_ce_2: 0.3856 loss_bbox_2: 0.2252 loss_giou_2: 0.3905 loss_ce_3: 0.3512 loss_bbox_3: 0.2165 loss_giou_3: 0.3774 loss_ce_4: 0.3541 loss_bbox_4: 0.2147 loss_giou_4: 0.3793 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:34] d2.utils.events INFO: eta: 1 day, 4:28:22 iter: 84199 total_loss: 6.567 loss_ce: 0.3467 loss_bbox: 0.2102 loss_giou: 0.3969 loss_ce_0: 0.5402 loss_bbox_0: 0.3565 loss_giou_0: 0.5842 loss_ce_1: 0.4366 loss_bbox_1: 0.2519 loss_giou_1: 0.4607 loss_ce_2: 0.3726 loss_bbox_2: 0.2266 loss_giou_2: 0.4099 loss_ce_3: 0.3489 loss_bbox_3: 0.2181 loss_giou_3: 0.3997 loss_ce_4: 0.3455 loss_bbox_4: 0.2127 loss_giou_4: 0.3966 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:40] d2.utils.events INFO: eta: 1 day, 4:28:16 iter: 84219 total_loss: 6.495 loss_ce: 0.3687 loss_bbox: 0.2027 loss_giou: 0.3464 loss_ce_0: 0.5722 loss_bbox_0: 0.3508 loss_giou_0: 0.558 loss_ce_1: 0.4735 loss_bbox_1: 0.2359 loss_giou_1: 0.4086 loss_ce_2: 0.4129 loss_bbox_2: 0.2143 loss_giou_2: 0.3693 loss_ce_3: 0.3913 loss_bbox_3: 0.2079 loss_giou_3: 0.3604 loss_ce_4: 0.3756 loss_bbox_4: 0.2087 loss_giou_4: 0.3495 time: 0.2803 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:46] d2.utils.events INFO: eta: 1 day, 4:27:45 iter: 84239 total_loss: 6.292 loss_ce: 0.3538 loss_bbox: 0.2068 loss_giou: 0.3685 loss_ce_0: 0.5339 loss_bbox_0: 0.3621 loss_giou_0: 0.564 loss_ce_1: 0.4342 loss_bbox_1: 0.2581 loss_giou_1: 0.4208 loss_ce_2: 0.373 loss_bbox_2: 0.2291 loss_giou_2: 0.382 loss_ce_3: 0.3494 loss_bbox_3: 0.218 loss_giou_3: 0.3815 loss_ce_4: 0.3426 loss_bbox_4: 0.2131 loss_giou_4: 0.3722 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:51] d2.utils.events INFO: eta: 1 day, 4:27:48 iter: 84259 total_loss: 6.469 loss_ce: 0.3496 loss_bbox: 0.2227 loss_giou: 0.3634 loss_ce_0: 0.5418 loss_bbox_0: 0.3621 loss_giou_0: 0.5259 loss_ce_1: 0.4541 loss_bbox_1: 0.2557 loss_giou_1: 0.4135 loss_ce_2: 0.3812 loss_bbox_2: 0.2345 loss_giou_2: 0.3879 loss_ce_3: 0.3645 loss_bbox_3: 0.2317 loss_giou_3: 0.3697 loss_ce_4: 0.3596 loss_bbox_4: 0.2239 loss_giou_4: 0.364 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 20:03:57] d2.utils.events INFO: eta: 1 day, 4:28:11 iter: 84279 total_loss: 6.734 loss_ce: 0.3851 loss_bbox: 0.2229 loss_giou: 0.3628 loss_ce_0: 0.5632 loss_bbox_0: 0.3861 loss_giou_0: 0.5772 loss_ce_1: 0.4666 loss_bbox_1: 0.2615 loss_giou_1: 0.4201 loss_ce_2: 0.4223 loss_bbox_2: 0.2316 loss_giou_2: 0.3786 loss_ce_3: 0.3906 loss_bbox_3: 0.2213 loss_giou_3: 0.3662 loss_ce_4: 0.3843 loss_bbox_4: 0.2192 loss_giou_4: 0.3643 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:03] d2.utils.events INFO: eta: 1 day, 4:28:24 iter: 84299 total_loss: 6.633 loss_ce: 0.3448 loss_bbox: 0.2175 loss_giou: 0.3677 loss_ce_0: 0.5153 loss_bbox_0: 0.3714 loss_giou_0: 0.5695 loss_ce_1: 0.4338 loss_bbox_1: 0.2537 loss_giou_1: 0.4376 loss_ce_2: 0.3765 loss_bbox_2: 0.2387 loss_giou_2: 0.3941 loss_ce_3: 0.3502 loss_bbox_3: 0.2313 loss_giou_3: 0.3747 loss_ce_4: 0.3496 loss_bbox_4: 0.2187 loss_giou_4: 0.3638 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:09] d2.utils.events INFO: eta: 1 day, 4:28:19 iter: 84319 total_loss: 6.643 loss_ce: 0.371 loss_bbox: 0.209 loss_giou: 0.3837 loss_ce_0: 0.5777 loss_bbox_0: 0.3512 loss_giou_0: 0.5851 loss_ce_1: 0.4648 loss_bbox_1: 0.2524 loss_giou_1: 0.4395 loss_ce_2: 0.3935 loss_bbox_2: 0.2205 loss_giou_2: 0.4057 loss_ce_3: 0.3739 loss_bbox_3: 0.2135 loss_giou_3: 0.394 loss_ce_4: 0.3673 loss_bbox_4: 0.2089 loss_giou_4: 0.3859 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:14] d2.utils.events INFO: eta: 1 day, 4:28:56 iter: 84339 total_loss: 6.256 loss_ce: 0.3658 loss_bbox: 0.2017 loss_giou: 0.3668 loss_ce_0: 0.5513 loss_bbox_0: 0.3311 loss_giou_0: 0.5565 loss_ce_1: 0.4567 loss_bbox_1: 0.2295 loss_giou_1: 0.4102 loss_ce_2: 0.393 loss_bbox_2: 0.216 loss_giou_2: 0.3796 loss_ce_3: 0.3725 loss_bbox_3: 0.2079 loss_giou_3: 0.3669 loss_ce_4: 0.3676 loss_bbox_4: 0.2084 loss_giou_4: 0.3661 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:20] d2.utils.events INFO: eta: 1 day, 4:28:38 iter: 84359 total_loss: 6.357 loss_ce: 0.3436 loss_bbox: 0.2144 loss_giou: 0.3727 loss_ce_0: 0.5438 loss_bbox_0: 0.3406 loss_giou_0: 0.5397 loss_ce_1: 0.4461 loss_bbox_1: 0.2351 loss_giou_1: 0.4121 loss_ce_2: 0.3825 loss_bbox_2: 0.2236 loss_giou_2: 0.3802 loss_ce_3: 0.3529 loss_bbox_3: 0.2181 loss_giou_3: 0.3761 loss_ce_4: 0.3408 loss_bbox_4: 0.2169 loss_giou_4: 0.3696 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:26] d2.utils.events INFO: eta: 1 day, 4:28:39 iter: 84379 total_loss: 6.473 loss_ce: 0.3579 loss_bbox: 0.2141 loss_giou: 0.3629 loss_ce_0: 0.5362 loss_bbox_0: 0.3561 loss_giou_0: 0.5831 loss_ce_1: 0.4393 loss_bbox_1: 0.2402 loss_giou_1: 0.4122 loss_ce_2: 0.3887 loss_bbox_2: 0.2206 loss_giou_2: 0.3718 loss_ce_3: 0.3672 loss_bbox_3: 0.2166 loss_giou_3: 0.3683 loss_ce_4: 0.3563 loss_bbox_4: 0.2149 loss_giou_4: 0.3669 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:31] d2.utils.events INFO: eta: 1 day, 4:28:12 iter: 84399 total_loss: 6.396 loss_ce: 0.3543 loss_bbox: 0.1921 loss_giou: 0.3709 loss_ce_0: 0.5509 loss_bbox_0: 0.3642 loss_giou_0: 0.5845 loss_ce_1: 0.44 loss_bbox_1: 0.2324 loss_giou_1: 0.4311 loss_ce_2: 0.3832 loss_bbox_2: 0.2073 loss_giou_2: 0.3934 loss_ce_3: 0.3535 loss_bbox_3: 0.2022 loss_giou_3: 0.382 loss_ce_4: 0.3575 loss_bbox_4: 0.1945 loss_giou_4: 0.3796 time: 0.2803 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:37] d2.utils.events INFO: eta: 1 day, 4:28:11 iter: 84419 total_loss: 6.299 loss_ce: 0.3465 loss_bbox: 0.206 loss_giou: 0.3741 loss_ce_0: 0.5548 loss_bbox_0: 0.343 loss_giou_0: 0.576 loss_ce_1: 0.4401 loss_bbox_1: 0.2454 loss_giou_1: 0.4227 loss_ce_2: 0.3916 loss_bbox_2: 0.2173 loss_giou_2: 0.3893 loss_ce_3: 0.3588 loss_bbox_3: 0.2121 loss_giou_3: 0.3781 loss_ce_4: 0.3516 loss_bbox_4: 0.2066 loss_giou_4: 0.3747 time: 0.2803 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:43] d2.utils.events INFO: eta: 1 day, 4:28:11 iter: 84439 total_loss: 6.36 loss_ce: 0.3566 loss_bbox: 0.1926 loss_giou: 0.3628 loss_ce_0: 0.5553 loss_bbox_0: 0.3483 loss_giou_0: 0.5533 loss_ce_1: 0.4494 loss_bbox_1: 0.2341 loss_giou_1: 0.4095 loss_ce_2: 0.3874 loss_bbox_2: 0.207 loss_giou_2: 0.3758 loss_ce_3: 0.3608 loss_bbox_3: 0.2052 loss_giou_3: 0.3734 loss_ce_4: 0.3523 loss_bbox_4: 0.1967 loss_giou_4: 0.365 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:48] d2.utils.events INFO: eta: 1 day, 4:28:06 iter: 84459 total_loss: 6.398 loss_ce: 0.3366 loss_bbox: 0.2204 loss_giou: 0.3736 loss_ce_0: 0.5259 loss_bbox_0: 0.3537 loss_giou_0: 0.5775 loss_ce_1: 0.4197 loss_bbox_1: 0.2528 loss_giou_1: 0.4317 loss_ce_2: 0.3639 loss_bbox_2: 0.2291 loss_giou_2: 0.3971 loss_ce_3: 0.3393 loss_bbox_3: 0.2253 loss_giou_3: 0.3797 loss_ce_4: 0.3338 loss_bbox_4: 0.2204 loss_giou_4: 0.3756 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:04:54] d2.utils.events INFO: eta: 1 day, 4:27:50 iter: 84479 total_loss: 6.586 loss_ce: 0.3755 loss_bbox: 0.2025 loss_giou: 0.3645 loss_ce_0: 0.5507 loss_bbox_0: 0.3517 loss_giou_0: 0.5728 loss_ce_1: 0.4575 loss_bbox_1: 0.2427 loss_giou_1: 0.4254 loss_ce_2: 0.4038 loss_bbox_2: 0.2175 loss_giou_2: 0.385 loss_ce_3: 0.3866 loss_bbox_3: 0.2086 loss_giou_3: 0.3736 loss_ce_4: 0.3793 loss_bbox_4: 0.2036 loss_giou_4: 0.3687 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:00] d2.utils.events INFO: eta: 1 day, 4:27:32 iter: 84499 total_loss: 6.632 loss_ce: 0.3361 loss_bbox: 0.2355 loss_giou: 0.3663 loss_ce_0: 0.5408 loss_bbox_0: 0.3764 loss_giou_0: 0.5785 loss_ce_1: 0.447 loss_bbox_1: 0.2722 loss_giou_1: 0.4143 loss_ce_2: 0.3825 loss_bbox_2: 0.2506 loss_giou_2: 0.3844 loss_ce_3: 0.352 loss_bbox_3: 0.2355 loss_giou_3: 0.3669 loss_ce_4: 0.3383 loss_bbox_4: 0.2342 loss_giou_4: 0.3645 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:05] d2.utils.events INFO: eta: 1 day, 4:27:31 iter: 84519 total_loss: 6.379 loss_ce: 0.3579 loss_bbox: 0.195 loss_giou: 0.3831 loss_ce_0: 0.534 loss_bbox_0: 0.3456 loss_giou_0: 0.5952 loss_ce_1: 0.4552 loss_bbox_1: 0.2305 loss_giou_1: 0.4355 loss_ce_2: 0.3848 loss_bbox_2: 0.2069 loss_giou_2: 0.3998 loss_ce_3: 0.3664 loss_bbox_3: 0.1977 loss_giou_3: 0.3857 loss_ce_4: 0.3593 loss_bbox_4: 0.1954 loss_giou_4: 0.3799 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:11] d2.utils.events INFO: eta: 1 day, 4:27:33 iter: 84539 total_loss: 6.346 loss_ce: 0.3608 loss_bbox: 0.2104 loss_giou: 0.3622 loss_ce_0: 0.5449 loss_bbox_0: 0.3614 loss_giou_0: 0.5545 loss_ce_1: 0.4513 loss_bbox_1: 0.2506 loss_giou_1: 0.4141 loss_ce_2: 0.3914 loss_bbox_2: 0.2273 loss_giou_2: 0.3839 loss_ce_3: 0.3665 loss_bbox_3: 0.2157 loss_giou_3: 0.3686 loss_ce_4: 0.3622 loss_bbox_4: 0.2131 loss_giou_4: 0.3629 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:17] d2.utils.events INFO: eta: 1 day, 4:27:20 iter: 84559 total_loss: 5.955 loss_ce: 0.351 loss_bbox: 0.1978 loss_giou: 0.346 loss_ce_0: 0.5362 loss_bbox_0: 0.3405 loss_giou_0: 0.5351 loss_ce_1: 0.4389 loss_bbox_1: 0.2408 loss_giou_1: 0.405 loss_ce_2: 0.3849 loss_bbox_2: 0.219 loss_giou_2: 0.3724 loss_ce_3: 0.3539 loss_bbox_3: 0.2049 loss_giou_3: 0.3561 loss_ce_4: 0.3549 loss_bbox_4: 0.1999 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:22] d2.utils.events INFO: eta: 1 day, 4:27:22 iter: 84579 total_loss: 6.806 loss_ce: 0.3778 loss_bbox: 0.2319 loss_giou: 0.3791 loss_ce_0: 0.5582 loss_bbox_0: 0.3788 loss_giou_0: 0.5679 loss_ce_1: 0.463 loss_bbox_1: 0.2726 loss_giou_1: 0.4293 loss_ce_2: 0.4259 loss_bbox_2: 0.2385 loss_giou_2: 0.3948 loss_ce_3: 0.3891 loss_bbox_3: 0.241 loss_giou_3: 0.3848 loss_ce_4: 0.3759 loss_bbox_4: 0.2369 loss_giou_4: 0.3766 time: 0.2803 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:28] d2.utils.events INFO: eta: 1 day, 4:26:52 iter: 84599 total_loss: 6.189 loss_ce: 0.34 loss_bbox: 0.2043 loss_giou: 0.3365 loss_ce_0: 0.5381 loss_bbox_0: 0.3416 loss_giou_0: 0.5262 loss_ce_1: 0.4355 loss_bbox_1: 0.2415 loss_giou_1: 0.3873 loss_ce_2: 0.3721 loss_bbox_2: 0.2154 loss_giou_2: 0.3565 loss_ce_3: 0.3509 loss_bbox_3: 0.2099 loss_giou_3: 0.342 loss_ce_4: 0.3371 loss_bbox_4: 0.2058 loss_giou_4: 0.3382 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:34] d2.utils.events INFO: eta: 1 day, 4:26:36 iter: 84619 total_loss: 6.58 loss_ce: 0.3735 loss_bbox: 0.223 loss_giou: 0.3592 loss_ce_0: 0.5667 loss_bbox_0: 0.3747 loss_giou_0: 0.5564 loss_ce_1: 0.4591 loss_bbox_1: 0.2651 loss_giou_1: 0.4219 loss_ce_2: 0.4085 loss_bbox_2: 0.2355 loss_giou_2: 0.3857 loss_ce_3: 0.3916 loss_bbox_3: 0.2325 loss_giou_3: 0.3735 loss_ce_4: 0.383 loss_bbox_4: 0.2269 loss_giou_4: 0.3642 time: 0.2803 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:39] d2.utils.events INFO: eta: 1 day, 4:26:32 iter: 84639 total_loss: 6.385 loss_ce: 0.3433 loss_bbox: 0.2185 loss_giou: 0.3933 loss_ce_0: 0.5295 loss_bbox_0: 0.3481 loss_giou_0: 0.5951 loss_ce_1: 0.4222 loss_bbox_1: 0.2418 loss_giou_1: 0.4507 loss_ce_2: 0.3698 loss_bbox_2: 0.2323 loss_giou_2: 0.4119 loss_ce_3: 0.3387 loss_bbox_3: 0.2225 loss_giou_3: 0.3981 loss_ce_4: 0.3419 loss_bbox_4: 0.2195 loss_giou_4: 0.3963 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:45] d2.utils.events INFO: eta: 1 day, 4:26:14 iter: 84659 total_loss: 6.215 loss_ce: 0.3562 loss_bbox: 0.2131 loss_giou: 0.3602 loss_ce_0: 0.5496 loss_bbox_0: 0.3458 loss_giou_0: 0.5425 loss_ce_1: 0.4441 loss_bbox_1: 0.2426 loss_giou_1: 0.4098 loss_ce_2: 0.3892 loss_bbox_2: 0.219 loss_giou_2: 0.3782 loss_ce_3: 0.3602 loss_bbox_3: 0.2143 loss_giou_3: 0.3643 loss_ce_4: 0.363 loss_bbox_4: 0.2152 loss_giou_4: 0.3619 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:51] d2.utils.events INFO: eta: 1 day, 4:26:21 iter: 84679 total_loss: 6.255 loss_ce: 0.3562 loss_bbox: 0.2007 loss_giou: 0.3601 loss_ce_0: 0.5381 loss_bbox_0: 0.3398 loss_giou_0: 0.5678 loss_ce_1: 0.4475 loss_bbox_1: 0.2303 loss_giou_1: 0.422 loss_ce_2: 0.3853 loss_bbox_2: 0.2148 loss_giou_2: 0.3836 loss_ce_3: 0.3716 loss_bbox_3: 0.2078 loss_giou_3: 0.3728 loss_ce_4: 0.359 loss_bbox_4: 0.2037 loss_giou_4: 0.3653 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 20:05:57] d2.utils.events INFO: eta: 1 day, 4:26:58 iter: 84699 total_loss: 6.444 loss_ce: 0.3681 loss_bbox: 0.2209 loss_giou: 0.3748 loss_ce_0: 0.5448 loss_bbox_0: 0.3527 loss_giou_0: 0.57 loss_ce_1: 0.4454 loss_bbox_1: 0.2533 loss_giou_1: 0.426 loss_ce_2: 0.4013 loss_bbox_2: 0.2399 loss_giou_2: 0.38 loss_ce_3: 0.3725 loss_bbox_3: 0.2348 loss_giou_3: 0.3737 loss_ce_4: 0.364 loss_bbox_4: 0.2323 loss_giou_4: 0.3703 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:03] d2.utils.events INFO: eta: 1 day, 4:26:46 iter: 84719 total_loss: 6.366 loss_ce: 0.3389 loss_bbox: 0.204 loss_giou: 0.3783 loss_ce_0: 0.5466 loss_bbox_0: 0.3593 loss_giou_0: 0.5631 loss_ce_1: 0.4443 loss_bbox_1: 0.2275 loss_giou_1: 0.4169 loss_ce_2: 0.3807 loss_bbox_2: 0.2163 loss_giou_2: 0.3902 loss_ce_3: 0.3561 loss_bbox_3: 0.2082 loss_giou_3: 0.3838 loss_ce_4: 0.3424 loss_bbox_4: 0.2057 loss_giou_4: 0.379 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:08] d2.utils.events INFO: eta: 1 day, 4:26:57 iter: 84739 total_loss: 6.464 loss_ce: 0.346 loss_bbox: 0.2199 loss_giou: 0.36 loss_ce_0: 0.5596 loss_bbox_0: 0.36 loss_giou_0: 0.5436 loss_ce_1: 0.4492 loss_bbox_1: 0.2492 loss_giou_1: 0.4048 loss_ce_2: 0.3863 loss_bbox_2: 0.2231 loss_giou_2: 0.3762 loss_ce_3: 0.365 loss_bbox_3: 0.2261 loss_giou_3: 0.368 loss_ce_4: 0.3588 loss_bbox_4: 0.2176 loss_giou_4: 0.3618 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:14] d2.utils.events INFO: eta: 1 day, 4:26:01 iter: 84759 total_loss: 6.536 loss_ce: 0.3888 loss_bbox: 0.2211 loss_giou: 0.3615 loss_ce_0: 0.5552 loss_bbox_0: 0.3647 loss_giou_0: 0.5288 loss_ce_1: 0.464 loss_bbox_1: 0.2559 loss_giou_1: 0.409 loss_ce_2: 0.4195 loss_bbox_2: 0.2351 loss_giou_2: 0.376 loss_ce_3: 0.3975 loss_bbox_3: 0.2208 loss_giou_3: 0.3644 loss_ce_4: 0.3871 loss_bbox_4: 0.2217 loss_giou_4: 0.3629 time: 0.2803 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:20] d2.utils.events INFO: eta: 1 day, 4:25:53 iter: 84779 total_loss: 6.39 loss_ce: 0.3632 loss_bbox: 0.2155 loss_giou: 0.3572 loss_ce_0: 0.5409 loss_bbox_0: 0.3565 loss_giou_0: 0.54 loss_ce_1: 0.4709 loss_bbox_1: 0.2407 loss_giou_1: 0.4006 loss_ce_2: 0.4036 loss_bbox_2: 0.2264 loss_giou_2: 0.3797 loss_ce_3: 0.3674 loss_bbox_3: 0.2209 loss_giou_3: 0.3674 loss_ce_4: 0.3623 loss_bbox_4: 0.2179 loss_giou_4: 0.3627 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:25] d2.utils.events INFO: eta: 1 day, 4:25:13 iter: 84799 total_loss: 6.437 loss_ce: 0.3887 loss_bbox: 0.2192 loss_giou: 0.351 loss_ce_0: 0.5623 loss_bbox_0: 0.3711 loss_giou_0: 0.5654 loss_ce_1: 0.4672 loss_bbox_1: 0.2618 loss_giou_1: 0.4057 loss_ce_2: 0.4088 loss_bbox_2: 0.2306 loss_giou_2: 0.3708 loss_ce_3: 0.3953 loss_bbox_3: 0.223 loss_giou_3: 0.362 loss_ce_4: 0.3882 loss_bbox_4: 0.2203 loss_giou_4: 0.3574 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:31] d2.utils.events INFO: eta: 1 day, 4:25:59 iter: 84819 total_loss: 6.128 loss_ce: 0.3496 loss_bbox: 0.2202 loss_giou: 0.3522 loss_ce_0: 0.5611 loss_bbox_0: 0.351 loss_giou_0: 0.5389 loss_ce_1: 0.4679 loss_bbox_1: 0.247 loss_giou_1: 0.4031 loss_ce_2: 0.3977 loss_bbox_2: 0.2285 loss_giou_2: 0.3786 loss_ce_3: 0.3511 loss_bbox_3: 0.2263 loss_giou_3: 0.3601 loss_ce_4: 0.3508 loss_bbox_4: 0.2199 loss_giou_4: 0.355 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:37] d2.utils.events INFO: eta: 1 day, 4:26:43 iter: 84839 total_loss: 6.375 loss_ce: 0.3532 loss_bbox: 0.2173 loss_giou: 0.3745 loss_ce_0: 0.5685 loss_bbox_0: 0.3489 loss_giou_0: 0.5792 loss_ce_1: 0.4423 loss_bbox_1: 0.2483 loss_giou_1: 0.422 loss_ce_2: 0.3948 loss_bbox_2: 0.2313 loss_giou_2: 0.3957 loss_ce_3: 0.3667 loss_bbox_3: 0.2278 loss_giou_3: 0.3767 loss_ce_4: 0.3565 loss_bbox_4: 0.2222 loss_giou_4: 0.3795 time: 0.2803 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:42] d2.utils.events INFO: eta: 1 day, 4:27:09 iter: 84859 total_loss: 6.512 loss_ce: 0.3785 loss_bbox: 0.2127 loss_giou: 0.3485 loss_ce_0: 0.5678 loss_bbox_0: 0.3674 loss_giou_0: 0.5398 loss_ce_1: 0.4644 loss_bbox_1: 0.2426 loss_giou_1: 0.3998 loss_ce_2: 0.4072 loss_bbox_2: 0.2222 loss_giou_2: 0.3688 loss_ce_3: 0.3831 loss_bbox_3: 0.2164 loss_giou_3: 0.3543 loss_ce_4: 0.3796 loss_bbox_4: 0.2126 loss_giou_4: 0.3493 time: 0.2803 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:48] d2.utils.events INFO: eta: 1 day, 4:27:13 iter: 84879 total_loss: 6.615 loss_ce: 0.3791 loss_bbox: 0.2122 loss_giou: 0.3704 loss_ce_0: 0.5555 loss_bbox_0: 0.3466 loss_giou_0: 0.6019 loss_ce_1: 0.4573 loss_bbox_1: 0.2517 loss_giou_1: 0.441 loss_ce_2: 0.4027 loss_bbox_2: 0.2261 loss_giou_2: 0.4045 loss_ce_3: 0.3781 loss_bbox_3: 0.2155 loss_giou_3: 0.3805 loss_ce_4: 0.3758 loss_bbox_4: 0.2113 loss_giou_4: 0.3732 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 20:06:54] d2.utils.events INFO: eta: 1 day, 4:28:14 iter: 84899 total_loss: 6.535 loss_ce: 0.3386 loss_bbox: 0.2116 loss_giou: 0.3802 loss_ce_0: 0.5385 loss_bbox_0: 0.3453 loss_giou_0: 0.5701 loss_ce_1: 0.4299 loss_bbox_1: 0.2458 loss_giou_1: 0.4333 loss_ce_2: 0.3774 loss_bbox_2: 0.2237 loss_giou_2: 0.3955 loss_ce_3: 0.3527 loss_bbox_3: 0.2186 loss_giou_3: 0.3862 loss_ce_4: 0.3373 loss_bbox_4: 0.2138 loss_giou_4: 0.3845 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:00] d2.utils.events INFO: eta: 1 day, 4:28:16 iter: 84919 total_loss: 6.237 loss_ce: 0.3494 loss_bbox: 0.2082 loss_giou: 0.3502 loss_ce_0: 0.5453 loss_bbox_0: 0.3664 loss_giou_0: 0.5586 loss_ce_1: 0.439 loss_bbox_1: 0.248 loss_giou_1: 0.4012 loss_ce_2: 0.3846 loss_bbox_2: 0.2163 loss_giou_2: 0.371 loss_ce_3: 0.3518 loss_bbox_3: 0.2123 loss_giou_3: 0.3541 loss_ce_4: 0.3532 loss_bbox_4: 0.2056 loss_giou_4: 0.3582 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:05] d2.utils.events INFO: eta: 1 day, 4:28:10 iter: 84939 total_loss: 6.509 loss_ce: 0.3592 loss_bbox: 0.2158 loss_giou: 0.3604 loss_ce_0: 0.55 loss_bbox_0: 0.3491 loss_giou_0: 0.5474 loss_ce_1: 0.4561 loss_bbox_1: 0.2432 loss_giou_1: 0.4157 loss_ce_2: 0.3913 loss_bbox_2: 0.2239 loss_giou_2: 0.3736 loss_ce_3: 0.3697 loss_bbox_3: 0.2223 loss_giou_3: 0.364 loss_ce_4: 0.362 loss_bbox_4: 0.2188 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:11] d2.utils.events INFO: eta: 1 day, 4:27:44 iter: 84959 total_loss: 6.324 loss_ce: 0.3616 loss_bbox: 0.2164 loss_giou: 0.3799 loss_ce_0: 0.5485 loss_bbox_0: 0.3475 loss_giou_0: 0.5641 loss_ce_1: 0.4445 loss_bbox_1: 0.2429 loss_giou_1: 0.4317 loss_ce_2: 0.3921 loss_bbox_2: 0.2212 loss_giou_2: 0.3908 loss_ce_3: 0.368 loss_bbox_3: 0.2137 loss_giou_3: 0.3814 loss_ce_4: 0.3649 loss_bbox_4: 0.2124 loss_giou_4: 0.3802 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:17] d2.utils.events INFO: eta: 1 day, 4:27:52 iter: 84979 total_loss: 6.373 loss_ce: 0.3545 loss_bbox: 0.221 loss_giou: 0.386 loss_ce_0: 0.5398 loss_bbox_0: 0.3656 loss_giou_0: 0.5594 loss_ce_1: 0.445 loss_bbox_1: 0.2612 loss_giou_1: 0.4438 loss_ce_2: 0.3853 loss_bbox_2: 0.2322 loss_giou_2: 0.4072 loss_ce_3: 0.363 loss_bbox_3: 0.2282 loss_giou_3: 0.3923 loss_ce_4: 0.3568 loss_bbox_4: 0.2218 loss_giou_4: 0.3875 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:22] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0084999.pth [11/02 20:07:24] d2.utils.events INFO: eta: 1 day, 4:28:21 iter: 84999 total_loss: 6.174 loss_ce: 0.3364 loss_bbox: 0.2023 loss_giou: 0.3797 loss_ce_0: 0.5376 loss_bbox_0: 0.3221 loss_giou_0: 0.5845 loss_ce_1: 0.4333 loss_bbox_1: 0.2353 loss_giou_1: 0.4319 loss_ce_2: 0.3623 loss_bbox_2: 0.2161 loss_giou_2: 0.3895 loss_ce_3: 0.3401 loss_bbox_3: 0.2063 loss_giou_3: 0.3796 loss_ce_4: 0.3354 loss_bbox_4: 0.2003 loss_giou_4: 0.3765 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:30] d2.utils.events INFO: eta: 1 day, 4:28:40 iter: 85019 total_loss: 6.682 loss_ce: 0.3517 loss_bbox: 0.2222 loss_giou: 0.3753 loss_ce_0: 0.5268 loss_bbox_0: 0.3639 loss_giou_0: 0.6026 loss_ce_1: 0.4362 loss_bbox_1: 0.2601 loss_giou_1: 0.4419 loss_ce_2: 0.386 loss_bbox_2: 0.2377 loss_giou_2: 0.3935 loss_ce_3: 0.358 loss_bbox_3: 0.2305 loss_giou_3: 0.3847 loss_ce_4: 0.3524 loss_bbox_4: 0.2253 loss_giou_4: 0.3771 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:36] d2.utils.events INFO: eta: 1 day, 4:29:00 iter: 85039 total_loss: 6.352 loss_ce: 0.3506 loss_bbox: 0.2001 loss_giou: 0.3856 loss_ce_0: 0.532 loss_bbox_0: 0.3389 loss_giou_0: 0.5647 loss_ce_1: 0.4505 loss_bbox_1: 0.2384 loss_giou_1: 0.4332 loss_ce_2: 0.3898 loss_bbox_2: 0.211 loss_giou_2: 0.3943 loss_ce_3: 0.3644 loss_bbox_3: 0.2015 loss_giou_3: 0.3803 loss_ce_4: 0.3518 loss_bbox_4: 0.1998 loss_giou_4: 0.3847 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:41] d2.utils.events INFO: eta: 1 day, 4:29:14 iter: 85059 total_loss: 6.505 loss_ce: 0.3579 loss_bbox: 0.2231 loss_giou: 0.388 loss_ce_0: 0.5538 loss_bbox_0: 0.3568 loss_giou_0: 0.5917 loss_ce_1: 0.4545 loss_bbox_1: 0.2498 loss_giou_1: 0.4402 loss_ce_2: 0.3863 loss_bbox_2: 0.2345 loss_giou_2: 0.4025 loss_ce_3: 0.3532 loss_bbox_3: 0.2256 loss_giou_3: 0.3973 loss_ce_4: 0.3615 loss_bbox_4: 0.2237 loss_giou_4: 0.3943 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:47] d2.utils.events INFO: eta: 1 day, 4:29:38 iter: 85079 total_loss: 6.69 loss_ce: 0.3845 loss_bbox: 0.2181 loss_giou: 0.364 loss_ce_0: 0.5689 loss_bbox_0: 0.3685 loss_giou_0: 0.5562 loss_ce_1: 0.4734 loss_bbox_1: 0.2597 loss_giou_1: 0.4181 loss_ce_2: 0.4192 loss_bbox_2: 0.2307 loss_giou_2: 0.379 loss_ce_3: 0.4033 loss_bbox_3: 0.2214 loss_giou_3: 0.3717 loss_ce_4: 0.3838 loss_bbox_4: 0.2224 loss_giou_4: 0.364 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:53] d2.utils.events INFO: eta: 1 day, 4:29:48 iter: 85099 total_loss: 6.596 loss_ce: 0.3407 loss_bbox: 0.2228 loss_giou: 0.3886 loss_ce_0: 0.5529 loss_bbox_0: 0.3759 loss_giou_0: 0.5785 loss_ce_1: 0.452 loss_bbox_1: 0.2568 loss_giou_1: 0.4387 loss_ce_2: 0.3865 loss_bbox_2: 0.2394 loss_giou_2: 0.3997 loss_ce_3: 0.3522 loss_bbox_3: 0.2382 loss_giou_3: 0.3919 loss_ce_4: 0.3404 loss_bbox_4: 0.2295 loss_giou_4: 0.3862 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 20:07:58] d2.utils.events INFO: eta: 1 day, 4:30:02 iter: 85119 total_loss: 6.528 loss_ce: 0.3591 loss_bbox: 0.1922 loss_giou: 0.3707 loss_ce_0: 0.5454 loss_bbox_0: 0.3615 loss_giou_0: 0.5879 loss_ce_1: 0.4367 loss_bbox_1: 0.2374 loss_giou_1: 0.424 loss_ce_2: 0.3872 loss_bbox_2: 0.2091 loss_giou_2: 0.3815 loss_ce_3: 0.3658 loss_bbox_3: 0.1974 loss_giou_3: 0.3664 loss_ce_4: 0.3566 loss_bbox_4: 0.1925 loss_giou_4: 0.3672 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:04] d2.utils.events INFO: eta: 1 day, 4:29:36 iter: 85139 total_loss: 6.395 loss_ce: 0.3609 loss_bbox: 0.2128 loss_giou: 0.3691 loss_ce_0: 0.5595 loss_bbox_0: 0.3567 loss_giou_0: 0.5707 loss_ce_1: 0.4555 loss_bbox_1: 0.248 loss_giou_1: 0.4255 loss_ce_2: 0.409 loss_bbox_2: 0.2255 loss_giou_2: 0.3919 loss_ce_3: 0.373 loss_bbox_3: 0.2172 loss_giou_3: 0.3764 loss_ce_4: 0.367 loss_bbox_4: 0.212 loss_giou_4: 0.3715 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:10] d2.utils.events INFO: eta: 1 day, 4:29:31 iter: 85159 total_loss: 6.384 loss_ce: 0.3489 loss_bbox: 0.2021 loss_giou: 0.3609 loss_ce_0: 0.5442 loss_bbox_0: 0.3448 loss_giou_0: 0.5523 loss_ce_1: 0.4564 loss_bbox_1: 0.2434 loss_giou_1: 0.4094 loss_ce_2: 0.3907 loss_bbox_2: 0.2129 loss_giou_2: 0.3884 loss_ce_3: 0.3618 loss_bbox_3: 0.2095 loss_giou_3: 0.3711 loss_ce_4: 0.3503 loss_bbox_4: 0.2026 loss_giou_4: 0.3635 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:15] d2.utils.events INFO: eta: 1 day, 4:29:25 iter: 85179 total_loss: 6.296 loss_ce: 0.3336 loss_bbox: 0.1924 loss_giou: 0.3537 loss_ce_0: 0.5607 loss_bbox_0: 0.3456 loss_giou_0: 0.5522 loss_ce_1: 0.4556 loss_bbox_1: 0.2282 loss_giou_1: 0.3917 loss_ce_2: 0.3712 loss_bbox_2: 0.2085 loss_giou_2: 0.3671 loss_ce_3: 0.3487 loss_bbox_3: 0.1986 loss_giou_3: 0.3622 loss_ce_4: 0.3352 loss_bbox_4: 0.1964 loss_giou_4: 0.3561 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:21] d2.utils.events INFO: eta: 1 day, 4:29:04 iter: 85199 total_loss: 6.397 loss_ce: 0.3744 loss_bbox: 0.2013 loss_giou: 0.3772 loss_ce_0: 0.5752 loss_bbox_0: 0.3434 loss_giou_0: 0.5787 loss_ce_1: 0.458 loss_bbox_1: 0.2345 loss_giou_1: 0.4323 loss_ce_2: 0.3942 loss_bbox_2: 0.2142 loss_giou_2: 0.3971 loss_ce_3: 0.372 loss_bbox_3: 0.2033 loss_giou_3: 0.3814 loss_ce_4: 0.3746 loss_bbox_4: 0.2028 loss_giou_4: 0.3795 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:27] d2.utils.events INFO: eta: 1 day, 4:28:48 iter: 85219 total_loss: 6.789 loss_ce: 0.3747 loss_bbox: 0.214 loss_giou: 0.3944 loss_ce_0: 0.5559 loss_bbox_0: 0.3669 loss_giou_0: 0.622 loss_ce_1: 0.4647 loss_bbox_1: 0.2563 loss_giou_1: 0.4573 loss_ce_2: 0.4037 loss_bbox_2: 0.2374 loss_giou_2: 0.4156 loss_ce_3: 0.3806 loss_bbox_3: 0.2246 loss_giou_3: 0.4046 loss_ce_4: 0.3753 loss_bbox_4: 0.2152 loss_giou_4: 0.3954 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:32] d2.utils.events INFO: eta: 1 day, 4:28:04 iter: 85239 total_loss: 6.363 loss_ce: 0.3527 loss_bbox: 0.2047 loss_giou: 0.3675 loss_ce_0: 0.5434 loss_bbox_0: 0.3594 loss_giou_0: 0.5669 loss_ce_1: 0.4362 loss_bbox_1: 0.243 loss_giou_1: 0.4144 loss_ce_2: 0.3919 loss_bbox_2: 0.2173 loss_giou_2: 0.3844 loss_ce_3: 0.3644 loss_bbox_3: 0.2127 loss_giou_3: 0.3817 loss_ce_4: 0.3583 loss_bbox_4: 0.2096 loss_giou_4: 0.3732 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:38] d2.utils.events INFO: eta: 1 day, 4:27:18 iter: 85259 total_loss: 6.601 loss_ce: 0.3629 loss_bbox: 0.2077 loss_giou: 0.3695 loss_ce_0: 0.5586 loss_bbox_0: 0.3484 loss_giou_0: 0.5786 loss_ce_1: 0.4619 loss_bbox_1: 0.2469 loss_giou_1: 0.4328 loss_ce_2: 0.399 loss_bbox_2: 0.2272 loss_giou_2: 0.3915 loss_ce_3: 0.3785 loss_bbox_3: 0.2172 loss_giou_3: 0.3844 loss_ce_4: 0.3641 loss_bbox_4: 0.2134 loss_giou_4: 0.374 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:44] d2.utils.events INFO: eta: 1 day, 4:27:01 iter: 85279 total_loss: 6.711 loss_ce: 0.3686 loss_bbox: 0.2137 loss_giou: 0.3905 loss_ce_0: 0.5317 loss_bbox_0: 0.3584 loss_giou_0: 0.5683 loss_ce_1: 0.4541 loss_bbox_1: 0.2476 loss_giou_1: 0.4381 loss_ce_2: 0.3983 loss_bbox_2: 0.2292 loss_giou_2: 0.4178 loss_ce_3: 0.3777 loss_bbox_3: 0.2158 loss_giou_3: 0.3978 loss_ce_4: 0.3682 loss_bbox_4: 0.2126 loss_giou_4: 0.3926 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:49] d2.utils.events INFO: eta: 1 day, 4:26:56 iter: 85299 total_loss: 6.198 loss_ce: 0.3298 loss_bbox: 0.2134 loss_giou: 0.3683 loss_ce_0: 0.5239 loss_bbox_0: 0.3526 loss_giou_0: 0.5734 loss_ce_1: 0.4232 loss_bbox_1: 0.2509 loss_giou_1: 0.4128 loss_ce_2: 0.3632 loss_bbox_2: 0.2259 loss_giou_2: 0.3909 loss_ce_3: 0.3301 loss_bbox_3: 0.2239 loss_giou_3: 0.3774 loss_ce_4: 0.3282 loss_bbox_4: 0.2182 loss_giou_4: 0.37 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:08:55] d2.utils.events INFO: eta: 1 day, 4:26:56 iter: 85319 total_loss: 6.697 loss_ce: 0.3828 loss_bbox: 0.2067 loss_giou: 0.3905 loss_ce_0: 0.5677 loss_bbox_0: 0.3467 loss_giou_0: 0.5933 loss_ce_1: 0.4696 loss_bbox_1: 0.2492 loss_giou_1: 0.4485 loss_ce_2: 0.4103 loss_bbox_2: 0.2264 loss_giou_2: 0.4132 loss_ce_3: 0.4004 loss_bbox_3: 0.2167 loss_giou_3: 0.4006 loss_ce_4: 0.3877 loss_bbox_4: 0.2093 loss_giou_4: 0.3927 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:01] d2.utils.events INFO: eta: 1 day, 4:26:29 iter: 85339 total_loss: 6.35 loss_ce: 0.3454 loss_bbox: 0.2044 loss_giou: 0.3532 loss_ce_0: 0.5383 loss_bbox_0: 0.3449 loss_giou_0: 0.5467 loss_ce_1: 0.432 loss_bbox_1: 0.2433 loss_giou_1: 0.4089 loss_ce_2: 0.3879 loss_bbox_2: 0.2156 loss_giou_2: 0.3697 loss_ce_3: 0.355 loss_bbox_3: 0.2117 loss_giou_3: 0.3595 loss_ce_4: 0.3455 loss_bbox_4: 0.2069 loss_giou_4: 0.3595 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:06] d2.utils.events INFO: eta: 1 day, 4:26:34 iter: 85359 total_loss: 6.545 loss_ce: 0.3741 loss_bbox: 0.2086 loss_giou: 0.362 loss_ce_0: 0.5652 loss_bbox_0: 0.3532 loss_giou_0: 0.5874 loss_ce_1: 0.4596 loss_bbox_1: 0.239 loss_giou_1: 0.4149 loss_ce_2: 0.4074 loss_bbox_2: 0.2208 loss_giou_2: 0.3829 loss_ce_3: 0.3764 loss_bbox_3: 0.2164 loss_giou_3: 0.3702 loss_ce_4: 0.3728 loss_bbox_4: 0.2061 loss_giou_4: 0.3668 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:12] d2.utils.events INFO: eta: 1 day, 4:26:28 iter: 85379 total_loss: 6.851 loss_ce: 0.3659 loss_bbox: 0.226 loss_giou: 0.3937 loss_ce_0: 0.5604 loss_bbox_0: 0.3615 loss_giou_0: 0.5546 loss_ce_1: 0.4603 loss_bbox_1: 0.2647 loss_giou_1: 0.434 loss_ce_2: 0.4057 loss_bbox_2: 0.2391 loss_giou_2: 0.4043 loss_ce_3: 0.3713 loss_bbox_3: 0.233 loss_giou_3: 0.3979 loss_ce_4: 0.3634 loss_bbox_4: 0.2286 loss_giou_4: 0.4019 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:18] d2.utils.events INFO: eta: 1 day, 4:26:36 iter: 85399 total_loss: 6.164 loss_ce: 0.3373 loss_bbox: 0.191 loss_giou: 0.3631 loss_ce_0: 0.5215 loss_bbox_0: 0.3404 loss_giou_0: 0.5407 loss_ce_1: 0.4246 loss_bbox_1: 0.2312 loss_giou_1: 0.399 loss_ce_2: 0.3629 loss_bbox_2: 0.2029 loss_giou_2: 0.3789 loss_ce_3: 0.343 loss_bbox_3: 0.1942 loss_giou_3: 0.3619 loss_ce_4: 0.3269 loss_bbox_4: 0.1923 loss_giou_4: 0.3647 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:23] d2.utils.events INFO: eta: 1 day, 4:26:53 iter: 85419 total_loss: 6.497 loss_ce: 0.3659 loss_bbox: 0.2039 loss_giou: 0.3657 loss_ce_0: 0.5537 loss_bbox_0: 0.3563 loss_giou_0: 0.5752 loss_ce_1: 0.459 loss_bbox_1: 0.2452 loss_giou_1: 0.4265 loss_ce_2: 0.399 loss_bbox_2: 0.2204 loss_giou_2: 0.3885 loss_ce_3: 0.378 loss_bbox_3: 0.2159 loss_giou_3: 0.3734 loss_ce_4: 0.367 loss_bbox_4: 0.2123 loss_giou_4: 0.3674 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:29] d2.utils.events INFO: eta: 1 day, 4:26:48 iter: 85439 total_loss: 6.369 loss_ce: 0.3501 loss_bbox: 0.2064 loss_giou: 0.3811 loss_ce_0: 0.5348 loss_bbox_0: 0.3438 loss_giou_0: 0.5701 loss_ce_1: 0.4371 loss_bbox_1: 0.2379 loss_giou_1: 0.4231 loss_ce_2: 0.3728 loss_bbox_2: 0.2098 loss_giou_2: 0.3894 loss_ce_3: 0.3437 loss_bbox_3: 0.2092 loss_giou_3: 0.3824 loss_ce_4: 0.3433 loss_bbox_4: 0.2049 loss_giou_4: 0.3792 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:35] d2.utils.events INFO: eta: 1 day, 4:26:42 iter: 85459 total_loss: 6.059 loss_ce: 0.3361 loss_bbox: 0.2237 loss_giou: 0.3275 loss_ce_0: 0.5413 loss_bbox_0: 0.345 loss_giou_0: 0.4793 loss_ce_1: 0.4333 loss_bbox_1: 0.2577 loss_giou_1: 0.3873 loss_ce_2: 0.3719 loss_bbox_2: 0.2341 loss_giou_2: 0.3496 loss_ce_3: 0.3416 loss_bbox_3: 0.2237 loss_giou_3: 0.3301 loss_ce_4: 0.3364 loss_bbox_4: 0.221 loss_giou_4: 0.3297 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:40] d2.utils.events INFO: eta: 1 day, 4:26:57 iter: 85479 total_loss: 6.258 loss_ce: 0.3366 loss_bbox: 0.2099 loss_giou: 0.3641 loss_ce_0: 0.5253 loss_bbox_0: 0.3494 loss_giou_0: 0.527 loss_ce_1: 0.4187 loss_bbox_1: 0.248 loss_giou_1: 0.4085 loss_ce_2: 0.3732 loss_bbox_2: 0.2222 loss_giou_2: 0.3794 loss_ce_3: 0.3391 loss_bbox_3: 0.2137 loss_giou_3: 0.3669 loss_ce_4: 0.3326 loss_bbox_4: 0.2132 loss_giou_4: 0.366 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:46] d2.utils.events INFO: eta: 1 day, 4:26:54 iter: 85499 total_loss: 6.297 loss_ce: 0.3261 loss_bbox: 0.2094 loss_giou: 0.3718 loss_ce_0: 0.5326 loss_bbox_0: 0.3625 loss_giou_0: 0.5445 loss_ce_1: 0.436 loss_bbox_1: 0.2525 loss_giou_1: 0.4248 loss_ce_2: 0.3799 loss_bbox_2: 0.2275 loss_giou_2: 0.3964 loss_ce_3: 0.3408 loss_bbox_3: 0.2205 loss_giou_3: 0.383 loss_ce_4: 0.332 loss_bbox_4: 0.2171 loss_giou_4: 0.3756 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:52] d2.utils.events INFO: eta: 1 day, 4:26:25 iter: 85519 total_loss: 6.467 loss_ce: 0.3728 loss_bbox: 0.2054 loss_giou: 0.3547 loss_ce_0: 0.5601 loss_bbox_0: 0.3346 loss_giou_0: 0.5523 loss_ce_1: 0.4794 loss_bbox_1: 0.2397 loss_giou_1: 0.4179 loss_ce_2: 0.3992 loss_bbox_2: 0.2152 loss_giou_2: 0.3794 loss_ce_3: 0.3794 loss_bbox_3: 0.2086 loss_giou_3: 0.3679 loss_ce_4: 0.3756 loss_bbox_4: 0.2088 loss_giou_4: 0.3621 time: 0.2803 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 20:09:58] d2.utils.events INFO: eta: 1 day, 4:25:48 iter: 85539 total_loss: 6.582 loss_ce: 0.3867 loss_bbox: 0.2081 loss_giou: 0.3609 loss_ce_0: 0.5462 loss_bbox_0: 0.3553 loss_giou_0: 0.5445 loss_ce_1: 0.4656 loss_bbox_1: 0.25 loss_giou_1: 0.4113 loss_ce_2: 0.4152 loss_bbox_2: 0.2202 loss_giou_2: 0.3863 loss_ce_3: 0.386 loss_bbox_3: 0.2156 loss_giou_3: 0.3716 loss_ce_4: 0.3774 loss_bbox_4: 0.2042 loss_giou_4: 0.3669 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:03] d2.utils.events INFO: eta: 1 day, 4:25:42 iter: 85559 total_loss: 6.631 loss_ce: 0.3694 loss_bbox: 0.2237 loss_giou: 0.3691 loss_ce_0: 0.5418 loss_bbox_0: 0.3612 loss_giou_0: 0.5818 loss_ce_1: 0.4479 loss_bbox_1: 0.2523 loss_giou_1: 0.4281 loss_ce_2: 0.3965 loss_bbox_2: 0.2351 loss_giou_2: 0.3924 loss_ce_3: 0.3674 loss_bbox_3: 0.2291 loss_giou_3: 0.3795 loss_ce_4: 0.3692 loss_bbox_4: 0.2204 loss_giou_4: 0.3711 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:09] d2.utils.events INFO: eta: 1 day, 4:25:42 iter: 85579 total_loss: 6.493 loss_ce: 0.3588 loss_bbox: 0.2304 loss_giou: 0.3654 loss_ce_0: 0.5647 loss_bbox_0: 0.3766 loss_giou_0: 0.5631 loss_ce_1: 0.4534 loss_bbox_1: 0.2636 loss_giou_1: 0.419 loss_ce_2: 0.4014 loss_bbox_2: 0.2362 loss_giou_2: 0.3812 loss_ce_3: 0.3755 loss_bbox_3: 0.2298 loss_giou_3: 0.3719 loss_ce_4: 0.3592 loss_bbox_4: 0.2307 loss_giou_4: 0.3679 time: 0.2803 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:15] d2.utils.events INFO: eta: 1 day, 4:26:29 iter: 85599 total_loss: 6.423 loss_ce: 0.3597 loss_bbox: 0.2063 loss_giou: 0.363 loss_ce_0: 0.5395 loss_bbox_0: 0.3557 loss_giou_0: 0.5678 loss_ce_1: 0.4481 loss_bbox_1: 0.2379 loss_giou_1: 0.4123 loss_ce_2: 0.379 loss_bbox_2: 0.2198 loss_giou_2: 0.3855 loss_ce_3: 0.3579 loss_bbox_3: 0.214 loss_giou_3: 0.3694 loss_ce_4: 0.3571 loss_bbox_4: 0.2108 loss_giou_4: 0.3652 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:20] d2.utils.events INFO: eta: 1 day, 4:26:17 iter: 85619 total_loss: 6.423 loss_ce: 0.3473 loss_bbox: 0.1982 loss_giou: 0.3521 loss_ce_0: 0.5421 loss_bbox_0: 0.3633 loss_giou_0: 0.5613 loss_ce_1: 0.4486 loss_bbox_1: 0.2437 loss_giou_1: 0.4095 loss_ce_2: 0.3892 loss_bbox_2: 0.2107 loss_giou_2: 0.3699 loss_ce_3: 0.3733 loss_bbox_3: 0.2027 loss_giou_3: 0.3569 loss_ce_4: 0.3508 loss_bbox_4: 0.1968 loss_giou_4: 0.3546 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:26] d2.utils.events INFO: eta: 1 day, 4:25:32 iter: 85639 total_loss: 6.27 loss_ce: 0.3579 loss_bbox: 0.2138 loss_giou: 0.3365 loss_ce_0: 0.5432 loss_bbox_0: 0.3464 loss_giou_0: 0.5334 loss_ce_1: 0.4416 loss_bbox_1: 0.2308 loss_giou_1: 0.3868 loss_ce_2: 0.3972 loss_bbox_2: 0.2091 loss_giou_2: 0.3553 loss_ce_3: 0.3784 loss_bbox_3: 0.2072 loss_giou_3: 0.343 loss_ce_4: 0.361 loss_bbox_4: 0.2105 loss_giou_4: 0.338 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:32] d2.utils.events INFO: eta: 1 day, 4:25:26 iter: 85659 total_loss: 6.497 loss_ce: 0.3623 loss_bbox: 0.2201 loss_giou: 0.3875 loss_ce_0: 0.5439 loss_bbox_0: 0.354 loss_giou_0: 0.5837 loss_ce_1: 0.4384 loss_bbox_1: 0.2526 loss_giou_1: 0.4452 loss_ce_2: 0.3771 loss_bbox_2: 0.2331 loss_giou_2: 0.4075 loss_ce_3: 0.3648 loss_bbox_3: 0.2197 loss_giou_3: 0.3936 loss_ce_4: 0.363 loss_bbox_4: 0.2153 loss_giou_4: 0.3884 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:37] d2.utils.events INFO: eta: 1 day, 4:25:09 iter: 85679 total_loss: 6.486 loss_ce: 0.3611 loss_bbox: 0.2208 loss_giou: 0.3688 loss_ce_0: 0.5411 loss_bbox_0: 0.3481 loss_giou_0: 0.5548 loss_ce_1: 0.4462 loss_bbox_1: 0.2415 loss_giou_1: 0.4123 loss_ce_2: 0.3914 loss_bbox_2: 0.2222 loss_giou_2: 0.3827 loss_ce_3: 0.3647 loss_bbox_3: 0.2199 loss_giou_3: 0.3772 loss_ce_4: 0.3661 loss_bbox_4: 0.2185 loss_giou_4: 0.377 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:43] d2.utils.events INFO: eta: 1 day, 4:24:52 iter: 85699 total_loss: 6.854 loss_ce: 0.3687 loss_bbox: 0.2139 loss_giou: 0.3894 loss_ce_0: 0.5397 loss_bbox_0: 0.3662 loss_giou_0: 0.5941 loss_ce_1: 0.4539 loss_bbox_1: 0.2625 loss_giou_1: 0.447 loss_ce_2: 0.4031 loss_bbox_2: 0.2295 loss_giou_2: 0.4039 loss_ce_3: 0.3778 loss_bbox_3: 0.2252 loss_giou_3: 0.3922 loss_ce_4: 0.3715 loss_bbox_4: 0.2161 loss_giou_4: 0.3884 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:49] d2.utils.events INFO: eta: 1 day, 4:24:57 iter: 85719 total_loss: 6.641 loss_ce: 0.3758 loss_bbox: 0.2034 loss_giou: 0.368 loss_ce_0: 0.5707 loss_bbox_0: 0.3481 loss_giou_0: 0.5717 loss_ce_1: 0.4683 loss_bbox_1: 0.2387 loss_giou_1: 0.4386 loss_ce_2: 0.4095 loss_bbox_2: 0.2204 loss_giou_2: 0.3917 loss_ce_3: 0.3837 loss_bbox_3: 0.2098 loss_giou_3: 0.3835 loss_ce_4: 0.3792 loss_bbox_4: 0.2047 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 20:10:54] d2.utils.events INFO: eta: 1 day, 4:25:16 iter: 85739 total_loss: 6.498 loss_ce: 0.339 loss_bbox: 0.2071 loss_giou: 0.3722 loss_ce_0: 0.5376 loss_bbox_0: 0.3455 loss_giou_0: 0.5663 loss_ce_1: 0.4365 loss_bbox_1: 0.2384 loss_giou_1: 0.425 loss_ce_2: 0.3686 loss_bbox_2: 0.2191 loss_giou_2: 0.3951 loss_ce_3: 0.3447 loss_bbox_3: 0.2073 loss_giou_3: 0.3788 loss_ce_4: 0.3445 loss_bbox_4: 0.2049 loss_giou_4: 0.3745 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:00] d2.utils.events INFO: eta: 1 day, 4:25:41 iter: 85759 total_loss: 6.47 loss_ce: 0.3552 loss_bbox: 0.1878 loss_giou: 0.3905 loss_ce_0: 0.5247 loss_bbox_0: 0.3339 loss_giou_0: 0.6111 loss_ce_1: 0.439 loss_bbox_1: 0.2246 loss_giou_1: 0.4461 loss_ce_2: 0.3787 loss_bbox_2: 0.2009 loss_giou_2: 0.41 loss_ce_3: 0.359 loss_bbox_3: 0.1981 loss_giou_3: 0.39 loss_ce_4: 0.3515 loss_bbox_4: 0.186 loss_giou_4: 0.3883 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:06] d2.utils.events INFO: eta: 1 day, 4:25:36 iter: 85779 total_loss: 6.351 loss_ce: 0.3743 loss_bbox: 0.2083 loss_giou: 0.3747 loss_ce_0: 0.569 loss_bbox_0: 0.3461 loss_giou_0: 0.5476 loss_ce_1: 0.456 loss_bbox_1: 0.2394 loss_giou_1: 0.4242 loss_ce_2: 0.3986 loss_bbox_2: 0.2195 loss_giou_2: 0.3838 loss_ce_3: 0.377 loss_bbox_3: 0.2071 loss_giou_3: 0.3893 loss_ce_4: 0.3748 loss_bbox_4: 0.2077 loss_giou_4: 0.3769 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:12] d2.utils.events INFO: eta: 1 day, 4:25:54 iter: 85799 total_loss: 6.725 loss_ce: 0.3692 loss_bbox: 0.2039 loss_giou: 0.3791 loss_ce_0: 0.5437 loss_bbox_0: 0.3516 loss_giou_0: 0.5559 loss_ce_1: 0.4594 loss_bbox_1: 0.2297 loss_giou_1: 0.4214 loss_ce_2: 0.3947 loss_bbox_2: 0.2171 loss_giou_2: 0.3934 loss_ce_3: 0.3663 loss_bbox_3: 0.2123 loss_giou_3: 0.3845 loss_ce_4: 0.3761 loss_bbox_4: 0.2044 loss_giou_4: 0.381 time: 0.2803 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:18] d2.utils.events INFO: eta: 1 day, 4:25:48 iter: 85819 total_loss: 6.662 loss_ce: 0.3741 loss_bbox: 0.2222 loss_giou: 0.3786 loss_ce_0: 0.5546 loss_bbox_0: 0.3657 loss_giou_0: 0.5738 loss_ce_1: 0.4615 loss_bbox_1: 0.2554 loss_giou_1: 0.4394 loss_ce_2: 0.4022 loss_bbox_2: 0.2303 loss_giou_2: 0.4025 loss_ce_3: 0.3769 loss_bbox_3: 0.2286 loss_giou_3: 0.3962 loss_ce_4: 0.3693 loss_bbox_4: 0.2289 loss_giou_4: 0.382 time: 0.2803 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:23] d2.utils.events INFO: eta: 1 day, 4:25:36 iter: 85839 total_loss: 6.139 loss_ce: 0.3313 loss_bbox: 0.1945 loss_giou: 0.3487 loss_ce_0: 0.5288 loss_bbox_0: 0.3464 loss_giou_0: 0.5539 loss_ce_1: 0.424 loss_bbox_1: 0.2365 loss_giou_1: 0.41 loss_ce_2: 0.3506 loss_bbox_2: 0.2003 loss_giou_2: 0.3702 loss_ce_3: 0.332 loss_bbox_3: 0.1992 loss_giou_3: 0.3549 loss_ce_4: 0.3248 loss_bbox_4: 0.1954 loss_giou_4: 0.3457 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:29] d2.utils.events INFO: eta: 1 day, 4:26:30 iter: 85859 total_loss: 6.357 loss_ce: 0.3679 loss_bbox: 0.2032 loss_giou: 0.3555 loss_ce_0: 0.542 loss_bbox_0: 0.3424 loss_giou_0: 0.5555 loss_ce_1: 0.4528 loss_bbox_1: 0.2392 loss_giou_1: 0.4087 loss_ce_2: 0.4044 loss_bbox_2: 0.2201 loss_giou_2: 0.3766 loss_ce_3: 0.3741 loss_bbox_3: 0.2089 loss_giou_3: 0.3734 loss_ce_4: 0.366 loss_bbox_4: 0.2048 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:35] d2.utils.events INFO: eta: 1 day, 4:25:09 iter: 85879 total_loss: 6.445 loss_ce: 0.3519 loss_bbox: 0.2104 loss_giou: 0.3621 loss_ce_0: 0.5352 loss_bbox_0: 0.3506 loss_giou_0: 0.5554 loss_ce_1: 0.4505 loss_bbox_1: 0.2465 loss_giou_1: 0.4058 loss_ce_2: 0.388 loss_bbox_2: 0.2197 loss_giou_2: 0.3814 loss_ce_3: 0.3651 loss_bbox_3: 0.2072 loss_giou_3: 0.3723 loss_ce_4: 0.3532 loss_bbox_4: 0.2092 loss_giou_4: 0.3639 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:40] d2.utils.events INFO: eta: 1 day, 4:25:02 iter: 85899 total_loss: 6.418 loss_ce: 0.3704 loss_bbox: 0.2017 loss_giou: 0.3793 loss_ce_0: 0.5392 loss_bbox_0: 0.3487 loss_giou_0: 0.5494 loss_ce_1: 0.4603 loss_bbox_1: 0.2429 loss_giou_1: 0.4161 loss_ce_2: 0.4088 loss_bbox_2: 0.2203 loss_giou_2: 0.3878 loss_ce_3: 0.3803 loss_bbox_3: 0.2136 loss_giou_3: 0.3877 loss_ce_4: 0.3695 loss_bbox_4: 0.2059 loss_giou_4: 0.3803 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:46] d2.utils.events INFO: eta: 1 day, 4:24:46 iter: 85919 total_loss: 6.468 loss_ce: 0.3608 loss_bbox: 0.2082 loss_giou: 0.3704 loss_ce_0: 0.5324 loss_bbox_0: 0.343 loss_giou_0: 0.5527 loss_ce_1: 0.4507 loss_bbox_1: 0.2425 loss_giou_1: 0.4138 loss_ce_2: 0.4013 loss_bbox_2: 0.2145 loss_giou_2: 0.3841 loss_ce_3: 0.3756 loss_bbox_3: 0.2108 loss_giou_3: 0.3738 loss_ce_4: 0.3683 loss_bbox_4: 0.2087 loss_giou_4: 0.3727 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:52] d2.utils.events INFO: eta: 1 day, 4:24:41 iter: 85939 total_loss: 6.751 loss_ce: 0.3872 loss_bbox: 0.2191 loss_giou: 0.3805 loss_ce_0: 0.561 loss_bbox_0: 0.3552 loss_giou_0: 0.569 loss_ce_1: 0.47 loss_bbox_1: 0.2559 loss_giou_1: 0.4311 loss_ce_2: 0.4243 loss_bbox_2: 0.2338 loss_giou_2: 0.4002 loss_ce_3: 0.3898 loss_bbox_3: 0.2273 loss_giou_3: 0.3887 loss_ce_4: 0.384 loss_bbox_4: 0.2258 loss_giou_4: 0.3821 time: 0.2803 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/02 20:11:57] d2.utils.events INFO: eta: 1 day, 4:23:55 iter: 85959 total_loss: 6.527 loss_ce: 0.3622 loss_bbox: 0.2018 loss_giou: 0.3706 loss_ce_0: 0.5586 loss_bbox_0: 0.359 loss_giou_0: 0.5631 loss_ce_1: 0.485 loss_bbox_1: 0.2357 loss_giou_1: 0.4153 loss_ce_2: 0.4198 loss_bbox_2: 0.2111 loss_giou_2: 0.3828 loss_ce_3: 0.3731 loss_bbox_3: 0.2117 loss_giou_3: 0.3767 loss_ce_4: 0.3657 loss_bbox_4: 0.2109 loss_giou_4: 0.3751 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:03] d2.utils.events INFO: eta: 1 day, 4:23:36 iter: 85979 total_loss: 6.409 loss_ce: 0.3398 loss_bbox: 0.221 loss_giou: 0.3693 loss_ce_0: 0.534 loss_bbox_0: 0.3726 loss_giou_0: 0.5973 loss_ce_1: 0.4344 loss_bbox_1: 0.2573 loss_giou_1: 0.4253 loss_ce_2: 0.3818 loss_bbox_2: 0.2306 loss_giou_2: 0.3901 loss_ce_3: 0.3484 loss_bbox_3: 0.2247 loss_giou_3: 0.3745 loss_ce_4: 0.3403 loss_bbox_4: 0.2232 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:09] d2.utils.events INFO: eta: 1 day, 4:22:57 iter: 85999 total_loss: 6.412 loss_ce: 0.3594 loss_bbox: 0.2197 loss_giou: 0.3711 loss_ce_0: 0.5603 loss_bbox_0: 0.3577 loss_giou_0: 0.5618 loss_ce_1: 0.4724 loss_bbox_1: 0.2586 loss_giou_1: 0.4081 loss_ce_2: 0.3949 loss_bbox_2: 0.2251 loss_giou_2: 0.3846 loss_ce_3: 0.3678 loss_bbox_3: 0.2141 loss_giou_3: 0.3764 loss_ce_4: 0.3613 loss_bbox_4: 0.2148 loss_giou_4: 0.3721 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:14] d2.utils.events INFO: eta: 1 day, 4:22:52 iter: 86019 total_loss: 6.518 loss_ce: 0.3591 loss_bbox: 0.2017 loss_giou: 0.3814 loss_ce_0: 0.5354 loss_bbox_0: 0.3611 loss_giou_0: 0.5657 loss_ce_1: 0.4526 loss_bbox_1: 0.2405 loss_giou_1: 0.4278 loss_ce_2: 0.402 loss_bbox_2: 0.2151 loss_giou_2: 0.3953 loss_ce_3: 0.3638 loss_bbox_3: 0.2026 loss_giou_3: 0.3829 loss_ce_4: 0.3572 loss_bbox_4: 0.2043 loss_giou_4: 0.3833 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:20] d2.utils.events INFO: eta: 1 day, 4:22:26 iter: 86039 total_loss: 6.617 loss_ce: 0.3625 loss_bbox: 0.2124 loss_giou: 0.365 loss_ce_0: 0.5482 loss_bbox_0: 0.351 loss_giou_0: 0.5782 loss_ce_1: 0.4523 loss_bbox_1: 0.2446 loss_giou_1: 0.4353 loss_ce_2: 0.3786 loss_bbox_2: 0.2239 loss_giou_2: 0.3908 loss_ce_3: 0.3703 loss_bbox_3: 0.213 loss_giou_3: 0.3725 loss_ce_4: 0.3558 loss_bbox_4: 0.2094 loss_giou_4: 0.3665 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:26] d2.utils.events INFO: eta: 1 day, 4:22:28 iter: 86059 total_loss: 6.343 loss_ce: 0.3532 loss_bbox: 0.198 loss_giou: 0.3412 loss_ce_0: 0.5553 loss_bbox_0: 0.353 loss_giou_0: 0.5335 loss_ce_1: 0.4435 loss_bbox_1: 0.2433 loss_giou_1: 0.3935 loss_ce_2: 0.3773 loss_bbox_2: 0.2123 loss_giou_2: 0.3588 loss_ce_3: 0.3562 loss_bbox_3: 0.2011 loss_giou_3: 0.3434 loss_ce_4: 0.3453 loss_bbox_4: 0.1988 loss_giou_4: 0.3405 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:31] d2.utils.events INFO: eta: 1 day, 4:22:46 iter: 86079 total_loss: 6.405 loss_ce: 0.3496 loss_bbox: 0.2053 loss_giou: 0.3763 loss_ce_0: 0.5361 loss_bbox_0: 0.3579 loss_giou_0: 0.5675 loss_ce_1: 0.4305 loss_bbox_1: 0.2445 loss_giou_1: 0.4251 loss_ce_2: 0.3695 loss_bbox_2: 0.2197 loss_giou_2: 0.3991 loss_ce_3: 0.3537 loss_bbox_3: 0.2125 loss_giou_3: 0.379 loss_ce_4: 0.3522 loss_bbox_4: 0.2102 loss_giou_4: 0.3743 time: 0.2803 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:37] d2.utils.events INFO: eta: 1 day, 4:22:31 iter: 86099 total_loss: 6.656 loss_ce: 0.376 loss_bbox: 0.2078 loss_giou: 0.373 loss_ce_0: 0.5536 loss_bbox_0: 0.3639 loss_giou_0: 0.6031 loss_ce_1: 0.4546 loss_bbox_1: 0.2537 loss_giou_1: 0.4363 loss_ce_2: 0.4154 loss_bbox_2: 0.2324 loss_giou_2: 0.3911 loss_ce_3: 0.387 loss_bbox_3: 0.2185 loss_giou_3: 0.3801 loss_ce_4: 0.3779 loss_bbox_4: 0.2148 loss_giou_4: 0.3728 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:43] d2.utils.events INFO: eta: 1 day, 4:22:23 iter: 86119 total_loss: 6.164 loss_ce: 0.3568 loss_bbox: 0.2071 loss_giou: 0.3459 loss_ce_0: 0.5425 loss_bbox_0: 0.3461 loss_giou_0: 0.5313 loss_ce_1: 0.4553 loss_bbox_1: 0.2372 loss_giou_1: 0.4028 loss_ce_2: 0.3882 loss_bbox_2: 0.2201 loss_giou_2: 0.3579 loss_ce_3: 0.3558 loss_bbox_3: 0.206 loss_giou_3: 0.3473 loss_ce_4: 0.3519 loss_bbox_4: 0.2097 loss_giou_4: 0.3506 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:48] d2.utils.events INFO: eta: 1 day, 4:22:49 iter: 86139 total_loss: 6.095 loss_ce: 0.3605 loss_bbox: 0.2029 loss_giou: 0.3513 loss_ce_0: 0.5467 loss_bbox_0: 0.3617 loss_giou_0: 0.5448 loss_ce_1: 0.4446 loss_bbox_1: 0.2489 loss_giou_1: 0.3918 loss_ce_2: 0.393 loss_bbox_2: 0.2246 loss_giou_2: 0.3645 loss_ce_3: 0.3729 loss_bbox_3: 0.2137 loss_giou_3: 0.3545 loss_ce_4: 0.3605 loss_bbox_4: 0.2058 loss_giou_4: 0.3529 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 20:12:54] d2.utils.events INFO: eta: 1 day, 4:22:37 iter: 86159 total_loss: 6.366 loss_ce: 0.3606 loss_bbox: 0.2058 loss_giou: 0.3537 loss_ce_0: 0.5528 loss_bbox_0: 0.3505 loss_giou_0: 0.5342 loss_ce_1: 0.4538 loss_bbox_1: 0.2319 loss_giou_1: 0.4151 loss_ce_2: 0.3976 loss_bbox_2: 0.213 loss_giou_2: 0.3729 loss_ce_3: 0.3623 loss_bbox_3: 0.2083 loss_giou_3: 0.3616 loss_ce_4: 0.3617 loss_bbox_4: 0.2041 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:00] d2.utils.events INFO: eta: 1 day, 4:22:32 iter: 86179 total_loss: 6.242 loss_ce: 0.3395 loss_bbox: 0.2068 loss_giou: 0.3611 loss_ce_0: 0.5255 loss_bbox_0: 0.3326 loss_giou_0: 0.559 loss_ce_1: 0.4258 loss_bbox_1: 0.2347 loss_giou_1: 0.4141 loss_ce_2: 0.3765 loss_bbox_2: 0.2154 loss_giou_2: 0.3781 loss_ce_3: 0.3558 loss_bbox_3: 0.2123 loss_giou_3: 0.3683 loss_ce_4: 0.3439 loss_bbox_4: 0.208 loss_giou_4: 0.3626 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:05] d2.utils.events INFO: eta: 1 day, 4:22:26 iter: 86199 total_loss: 6.549 loss_ce: 0.3575 loss_bbox: 0.1933 loss_giou: 0.3857 loss_ce_0: 0.5324 loss_bbox_0: 0.3493 loss_giou_0: 0.597 loss_ce_1: 0.4364 loss_bbox_1: 0.2443 loss_giou_1: 0.4454 loss_ce_2: 0.3779 loss_bbox_2: 0.2141 loss_giou_2: 0.4044 loss_ce_3: 0.3624 loss_bbox_3: 0.2019 loss_giou_3: 0.3934 loss_ce_4: 0.3521 loss_bbox_4: 0.1986 loss_giou_4: 0.389 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:11] d2.utils.events INFO: eta: 1 day, 4:22:27 iter: 86219 total_loss: 6.333 loss_ce: 0.3509 loss_bbox: 0.2011 loss_giou: 0.3652 loss_ce_0: 0.5356 loss_bbox_0: 0.3478 loss_giou_0: 0.5741 loss_ce_1: 0.4467 loss_bbox_1: 0.2427 loss_giou_1: 0.4155 loss_ce_2: 0.3733 loss_bbox_2: 0.2132 loss_giou_2: 0.3839 loss_ce_3: 0.3553 loss_bbox_3: 0.205 loss_giou_3: 0.3737 loss_ce_4: 0.3463 loss_bbox_4: 0.2002 loss_giou_4: 0.3659 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:17] d2.utils.events INFO: eta: 1 day, 4:23:03 iter: 86239 total_loss: 6.637 loss_ce: 0.3695 loss_bbox: 0.2236 loss_giou: 0.3885 loss_ce_0: 0.5575 loss_bbox_0: 0.3572 loss_giou_0: 0.5833 loss_ce_1: 0.4555 loss_bbox_1: 0.2608 loss_giou_1: 0.4473 loss_ce_2: 0.4021 loss_bbox_2: 0.2316 loss_giou_2: 0.403 loss_ce_3: 0.3668 loss_bbox_3: 0.2274 loss_giou_3: 0.3954 loss_ce_4: 0.3642 loss_bbox_4: 0.2241 loss_giou_4: 0.3908 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:23] d2.utils.events INFO: eta: 1 day, 4:23:18 iter: 86259 total_loss: 6.75 loss_ce: 0.3585 loss_bbox: 0.2123 loss_giou: 0.377 loss_ce_0: 0.5432 loss_bbox_0: 0.3632 loss_giou_0: 0.5809 loss_ce_1: 0.4556 loss_bbox_1: 0.2525 loss_giou_1: 0.4297 loss_ce_2: 0.3803 loss_bbox_2: 0.2303 loss_giou_2: 0.3957 loss_ce_3: 0.3574 loss_bbox_3: 0.2204 loss_giou_3: 0.3855 loss_ce_4: 0.3587 loss_bbox_4: 0.2118 loss_giou_4: 0.3806 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:28] d2.utils.events INFO: eta: 1 day, 4:23:43 iter: 86279 total_loss: 6.533 loss_ce: 0.3479 loss_bbox: 0.2119 loss_giou: 0.3656 loss_ce_0: 0.5417 loss_bbox_0: 0.3558 loss_giou_0: 0.5645 loss_ce_1: 0.4419 loss_bbox_1: 0.251 loss_giou_1: 0.43 loss_ce_2: 0.379 loss_bbox_2: 0.2275 loss_giou_2: 0.3857 loss_ce_3: 0.3604 loss_bbox_3: 0.217 loss_giou_3: 0.3711 loss_ce_4: 0.354 loss_bbox_4: 0.2108 loss_giou_4: 0.3703 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:34] d2.utils.events INFO: eta: 1 day, 4:24:03 iter: 86299 total_loss: 6.762 loss_ce: 0.3569 loss_bbox: 0.2262 loss_giou: 0.4028 loss_ce_0: 0.5725 loss_bbox_0: 0.3797 loss_giou_0: 0.6078 loss_ce_1: 0.465 loss_bbox_1: 0.2699 loss_giou_1: 0.4439 loss_ce_2: 0.405 loss_bbox_2: 0.2464 loss_giou_2: 0.4162 loss_ce_3: 0.3698 loss_bbox_3: 0.2362 loss_giou_3: 0.4097 loss_ce_4: 0.3626 loss_bbox_4: 0.234 loss_giou_4: 0.4002 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:40] d2.utils.events INFO: eta: 1 day, 4:24:10 iter: 86319 total_loss: 6.64 loss_ce: 0.3651 loss_bbox: 0.2133 loss_giou: 0.3764 loss_ce_0: 0.5442 loss_bbox_0: 0.3599 loss_giou_0: 0.5906 loss_ce_1: 0.4624 loss_bbox_1: 0.2453 loss_giou_1: 0.4376 loss_ce_2: 0.3964 loss_bbox_2: 0.232 loss_giou_2: 0.4036 loss_ce_3: 0.3726 loss_bbox_3: 0.2216 loss_giou_3: 0.3882 loss_ce_4: 0.3668 loss_bbox_4: 0.2149 loss_giou_4: 0.3799 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:46] d2.utils.events INFO: eta: 1 day, 4:24:08 iter: 86339 total_loss: 6.179 loss_ce: 0.3491 loss_bbox: 0.2033 loss_giou: 0.3373 loss_ce_0: 0.5283 loss_bbox_0: 0.3349 loss_giou_0: 0.5376 loss_ce_1: 0.4227 loss_bbox_1: 0.2254 loss_giou_1: 0.3849 loss_ce_2: 0.3795 loss_bbox_2: 0.2069 loss_giou_2: 0.3565 loss_ce_3: 0.3472 loss_bbox_3: 0.2078 loss_giou_3: 0.3409 loss_ce_4: 0.3459 loss_bbox_4: 0.2062 loss_giou_4: 0.3385 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:51] d2.utils.events INFO: eta: 1 day, 4:24:05 iter: 86359 total_loss: 6.182 loss_ce: 0.3271 loss_bbox: 0.2035 loss_giou: 0.3521 loss_ce_0: 0.5154 loss_bbox_0: 0.326 loss_giou_0: 0.5321 loss_ce_1: 0.4189 loss_bbox_1: 0.2293 loss_giou_1: 0.3929 loss_ce_2: 0.346 loss_bbox_2: 0.206 loss_giou_2: 0.3592 loss_ce_3: 0.3339 loss_bbox_3: 0.2086 loss_giou_3: 0.3554 loss_ce_4: 0.3208 loss_bbox_4: 0.2018 loss_giou_4: 0.3499 time: 0.2803 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 20:13:57] d2.utils.events INFO: eta: 1 day, 4:23:53 iter: 86379 total_loss: 6.619 loss_ce: 0.3524 loss_bbox: 0.2242 loss_giou: 0.3723 loss_ce_0: 0.5553 loss_bbox_0: 0.3472 loss_giou_0: 0.5482 loss_ce_1: 0.4519 loss_bbox_1: 0.2404 loss_giou_1: 0.418 loss_ce_2: 0.3918 loss_bbox_2: 0.2317 loss_giou_2: 0.386 loss_ce_3: 0.374 loss_bbox_3: 0.228 loss_giou_3: 0.3767 loss_ce_4: 0.3607 loss_bbox_4: 0.2236 loss_giou_4: 0.3749 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:03] d2.utils.events INFO: eta: 1 day, 4:24:09 iter: 86399 total_loss: 6.405 loss_ce: 0.3522 loss_bbox: 0.2096 loss_giou: 0.3753 loss_ce_0: 0.5421 loss_bbox_0: 0.3494 loss_giou_0: 0.5685 loss_ce_1: 0.4415 loss_bbox_1: 0.2369 loss_giou_1: 0.4264 loss_ce_2: 0.3815 loss_bbox_2: 0.2227 loss_giou_2: 0.3953 loss_ce_3: 0.3507 loss_bbox_3: 0.2161 loss_giou_3: 0.3797 loss_ce_4: 0.3565 loss_bbox_4: 0.2111 loss_giou_4: 0.3775 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:08] d2.utils.events INFO: eta: 1 day, 4:23:44 iter: 86419 total_loss: 6.559 loss_ce: 0.3631 loss_bbox: 0.213 loss_giou: 0.3891 loss_ce_0: 0.5498 loss_bbox_0: 0.3599 loss_giou_0: 0.579 loss_ce_1: 0.4529 loss_bbox_1: 0.2524 loss_giou_1: 0.4504 loss_ce_2: 0.3876 loss_bbox_2: 0.2281 loss_giou_2: 0.4046 loss_ce_3: 0.3753 loss_bbox_3: 0.2211 loss_giou_3: 0.3975 loss_ce_4: 0.3723 loss_bbox_4: 0.2152 loss_giou_4: 0.3888 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:14] d2.utils.events INFO: eta: 1 day, 4:23:08 iter: 86439 total_loss: 6.744 loss_ce: 0.3671 loss_bbox: 0.2013 loss_giou: 0.371 loss_ce_0: 0.5562 loss_bbox_0: 0.3544 loss_giou_0: 0.5913 loss_ce_1: 0.4625 loss_bbox_1: 0.2399 loss_giou_1: 0.4291 loss_ce_2: 0.4116 loss_bbox_2: 0.2106 loss_giou_2: 0.3932 loss_ce_3: 0.3821 loss_bbox_3: 0.2029 loss_giou_3: 0.3791 loss_ce_4: 0.3726 loss_bbox_4: 0.2029 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:20] d2.utils.events INFO: eta: 1 day, 4:23:07 iter: 86459 total_loss: 6.322 loss_ce: 0.3469 loss_bbox: 0.2114 loss_giou: 0.3643 loss_ce_0: 0.5445 loss_bbox_0: 0.367 loss_giou_0: 0.5775 loss_ce_1: 0.4648 loss_bbox_1: 0.2481 loss_giou_1: 0.4254 loss_ce_2: 0.3865 loss_bbox_2: 0.2213 loss_giou_2: 0.3857 loss_ce_3: 0.3547 loss_bbox_3: 0.2148 loss_giou_3: 0.3703 loss_ce_4: 0.3428 loss_bbox_4: 0.2124 loss_giou_4: 0.3643 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:25] d2.utils.events INFO: eta: 1 day, 4:22:50 iter: 86479 total_loss: 5.922 loss_ce: 0.3159 loss_bbox: 0.2016 loss_giou: 0.355 loss_ce_0: 0.5164 loss_bbox_0: 0.3337 loss_giou_0: 0.538 loss_ce_1: 0.4083 loss_bbox_1: 0.2314 loss_giou_1: 0.4004 loss_ce_2: 0.3514 loss_bbox_2: 0.2095 loss_giou_2: 0.3722 loss_ce_3: 0.3188 loss_bbox_3: 0.2062 loss_giou_3: 0.3607 loss_ce_4: 0.3128 loss_bbox_4: 0.201 loss_giou_4: 0.3579 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:31] d2.utils.events INFO: eta: 1 day, 4:22:44 iter: 86499 total_loss: 6.631 loss_ce: 0.3584 loss_bbox: 0.221 loss_giou: 0.3566 loss_ce_0: 0.5476 loss_bbox_0: 0.3549 loss_giou_0: 0.5465 loss_ce_1: 0.4639 loss_bbox_1: 0.2537 loss_giou_1: 0.4067 loss_ce_2: 0.3913 loss_bbox_2: 0.2323 loss_giou_2: 0.376 loss_ce_3: 0.3603 loss_bbox_3: 0.2284 loss_giou_3: 0.3676 loss_ce_4: 0.3593 loss_bbox_4: 0.2252 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:37] d2.utils.events INFO: eta: 1 day, 4:22:45 iter: 86519 total_loss: 6.344 loss_ce: 0.363 loss_bbox: 0.2081 loss_giou: 0.3518 loss_ce_0: 0.5433 loss_bbox_0: 0.3584 loss_giou_0: 0.5321 loss_ce_1: 0.4355 loss_bbox_1: 0.2448 loss_giou_1: 0.3854 loss_ce_2: 0.3856 loss_bbox_2: 0.2286 loss_giou_2: 0.3604 loss_ce_3: 0.3615 loss_bbox_3: 0.2155 loss_giou_3: 0.354 loss_ce_4: 0.3617 loss_bbox_4: 0.2096 loss_giou_4: 0.3525 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:42] d2.utils.events INFO: eta: 1 day, 4:22:45 iter: 86539 total_loss: 6.747 loss_ce: 0.3869 loss_bbox: 0.2206 loss_giou: 0.3732 loss_ce_0: 0.5926 loss_bbox_0: 0.3682 loss_giou_0: 0.5752 loss_ce_1: 0.4868 loss_bbox_1: 0.2572 loss_giou_1: 0.4353 loss_ce_2: 0.4322 loss_bbox_2: 0.2357 loss_giou_2: 0.3937 loss_ce_3: 0.4078 loss_bbox_3: 0.2258 loss_giou_3: 0.383 loss_ce_4: 0.3922 loss_bbox_4: 0.2221 loss_giou_4: 0.3719 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:48] d2.utils.events INFO: eta: 1 day, 4:22:28 iter: 86559 total_loss: 6.502 loss_ce: 0.3539 loss_bbox: 0.2212 loss_giou: 0.3732 loss_ce_0: 0.539 loss_bbox_0: 0.3524 loss_giou_0: 0.5445 loss_ce_1: 0.4478 loss_bbox_1: 0.2588 loss_giou_1: 0.4252 loss_ce_2: 0.383 loss_bbox_2: 0.2314 loss_giou_2: 0.3901 loss_ce_3: 0.3565 loss_bbox_3: 0.2267 loss_giou_3: 0.3788 loss_ce_4: 0.3523 loss_bbox_4: 0.2231 loss_giou_4: 0.3765 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:54] d2.utils.events INFO: eta: 1 day, 4:21:49 iter: 86579 total_loss: 6.487 loss_ce: 0.351 loss_bbox: 0.2185 loss_giou: 0.3796 loss_ce_0: 0.5311 loss_bbox_0: 0.365 loss_giou_0: 0.5802 loss_ce_1: 0.4371 loss_bbox_1: 0.2583 loss_giou_1: 0.4349 loss_ce_2: 0.3854 loss_bbox_2: 0.2302 loss_giou_2: 0.408 loss_ce_3: 0.3619 loss_bbox_3: 0.2221 loss_giou_3: 0.39 loss_ce_4: 0.3543 loss_bbox_4: 0.2224 loss_giou_4: 0.3839 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 20:14:59] d2.utils.events INFO: eta: 1 day, 4:20:40 iter: 86599 total_loss: 6.458 loss_ce: 0.3517 loss_bbox: 0.2146 loss_giou: 0.3513 loss_ce_0: 0.5525 loss_bbox_0: 0.3605 loss_giou_0: 0.5364 loss_ce_1: 0.446 loss_bbox_1: 0.2535 loss_giou_1: 0.4072 loss_ce_2: 0.3824 loss_bbox_2: 0.2226 loss_giou_2: 0.3701 loss_ce_3: 0.3568 loss_bbox_3: 0.2171 loss_giou_3: 0.3616 loss_ce_4: 0.3544 loss_bbox_4: 0.2165 loss_giou_4: 0.357 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:05] d2.utils.events INFO: eta: 1 day, 4:20:42 iter: 86619 total_loss: 6.43 loss_ce: 0.3563 loss_bbox: 0.2109 loss_giou: 0.3644 loss_ce_0: 0.5488 loss_bbox_0: 0.357 loss_giou_0: 0.5741 loss_ce_1: 0.4465 loss_bbox_1: 0.2533 loss_giou_1: 0.4229 loss_ce_2: 0.3852 loss_bbox_2: 0.2247 loss_giou_2: 0.3906 loss_ce_3: 0.3589 loss_bbox_3: 0.2189 loss_giou_3: 0.3756 loss_ce_4: 0.361 loss_bbox_4: 0.2161 loss_giou_4: 0.3718 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:11] d2.utils.events INFO: eta: 1 day, 4:20:29 iter: 86639 total_loss: 6.166 loss_ce: 0.3606 loss_bbox: 0.2011 loss_giou: 0.3401 loss_ce_0: 0.5361 loss_bbox_0: 0.3502 loss_giou_0: 0.5216 loss_ce_1: 0.4563 loss_bbox_1: 0.2364 loss_giou_1: 0.3761 loss_ce_2: 0.39 loss_bbox_2: 0.2209 loss_giou_2: 0.3535 loss_ce_3: 0.3609 loss_bbox_3: 0.2089 loss_giou_3: 0.3432 loss_ce_4: 0.3589 loss_bbox_4: 0.2004 loss_giou_4: 0.3458 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:16] d2.utils.events INFO: eta: 1 day, 4:20:10 iter: 86659 total_loss: 6.545 loss_ce: 0.3495 loss_bbox: 0.2167 loss_giou: 0.3741 loss_ce_0: 0.5216 loss_bbox_0: 0.3578 loss_giou_0: 0.5821 loss_ce_1: 0.4378 loss_bbox_1: 0.2543 loss_giou_1: 0.4201 loss_ce_2: 0.3896 loss_bbox_2: 0.2301 loss_giou_2: 0.3869 loss_ce_3: 0.365 loss_bbox_3: 0.2226 loss_giou_3: 0.3773 loss_ce_4: 0.3453 loss_bbox_4: 0.2186 loss_giou_4: 0.3784 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:22] d2.utils.events INFO: eta: 1 day, 4:20:04 iter: 86679 total_loss: 6.485 loss_ce: 0.3808 loss_bbox: 0.2192 loss_giou: 0.3813 loss_ce_0: 0.5684 loss_bbox_0: 0.3563 loss_giou_0: 0.5728 loss_ce_1: 0.4572 loss_bbox_1: 0.2492 loss_giou_1: 0.4289 loss_ce_2: 0.3992 loss_bbox_2: 0.2342 loss_giou_2: 0.394 loss_ce_3: 0.3873 loss_bbox_3: 0.2204 loss_giou_3: 0.3887 loss_ce_4: 0.3794 loss_bbox_4: 0.2149 loss_giou_4: 0.3804 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:28] d2.utils.events INFO: eta: 1 day, 4:19:58 iter: 86699 total_loss: 6.276 loss_ce: 0.3602 loss_bbox: 0.2112 loss_giou: 0.3551 loss_ce_0: 0.5699 loss_bbox_0: 0.3505 loss_giou_0: 0.563 loss_ce_1: 0.4696 loss_bbox_1: 0.2365 loss_giou_1: 0.4116 loss_ce_2: 0.3973 loss_bbox_2: 0.2205 loss_giou_2: 0.3701 loss_ce_3: 0.3681 loss_bbox_3: 0.2138 loss_giou_3: 0.3607 loss_ce_4: 0.3626 loss_bbox_4: 0.21 loss_giou_4: 0.3569 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:33] d2.utils.events INFO: eta: 1 day, 4:19:53 iter: 86719 total_loss: 6.321 loss_ce: 0.3521 loss_bbox: 0.2124 loss_giou: 0.3421 loss_ce_0: 0.532 loss_bbox_0: 0.345 loss_giou_0: 0.5435 loss_ce_1: 0.4362 loss_bbox_1: 0.241 loss_giou_1: 0.3924 loss_ce_2: 0.3816 loss_bbox_2: 0.2241 loss_giou_2: 0.3578 loss_ce_3: 0.35 loss_bbox_3: 0.2082 loss_giou_3: 0.3485 loss_ce_4: 0.3506 loss_bbox_4: 0.2125 loss_giou_4: 0.3418 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:39] d2.utils.events INFO: eta: 1 day, 4:19:07 iter: 86739 total_loss: 6.848 loss_ce: 0.3908 loss_bbox: 0.2273 loss_giou: 0.3556 loss_ce_0: 0.5778 loss_bbox_0: 0.3651 loss_giou_0: 0.5278 loss_ce_1: 0.4764 loss_bbox_1: 0.2528 loss_giou_1: 0.3975 loss_ce_2: 0.4268 loss_bbox_2: 0.2355 loss_giou_2: 0.3711 loss_ce_3: 0.394 loss_bbox_3: 0.2307 loss_giou_3: 0.3683 loss_ce_4: 0.3881 loss_bbox_4: 0.2286 loss_giou_4: 0.3581 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:44] d2.utils.events INFO: eta: 1 day, 4:18:48 iter: 86759 total_loss: 6.234 loss_ce: 0.3647 loss_bbox: 0.2078 loss_giou: 0.3553 loss_ce_0: 0.5472 loss_bbox_0: 0.3587 loss_giou_0: 0.543 loss_ce_1: 0.4453 loss_bbox_1: 0.238 loss_giou_1: 0.3938 loss_ce_2: 0.3922 loss_bbox_2: 0.2191 loss_giou_2: 0.3692 loss_ce_3: 0.3758 loss_bbox_3: 0.2118 loss_giou_3: 0.3602 loss_ce_4: 0.3676 loss_bbox_4: 0.2097 loss_giou_4: 0.3507 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:50] d2.utils.events INFO: eta: 1 day, 4:18:32 iter: 86779 total_loss: 6.362 loss_ce: 0.3553 loss_bbox: 0.205 loss_giou: 0.3588 loss_ce_0: 0.5509 loss_bbox_0: 0.357 loss_giou_0: 0.5627 loss_ce_1: 0.4506 loss_bbox_1: 0.232 loss_giou_1: 0.4036 loss_ce_2: 0.3904 loss_bbox_2: 0.211 loss_giou_2: 0.3789 loss_ce_3: 0.3663 loss_bbox_3: 0.2065 loss_giou_3: 0.3649 loss_ce_4: 0.3499 loss_bbox_4: 0.2064 loss_giou_4: 0.36 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:15:56] d2.utils.events INFO: eta: 1 day, 4:17:59 iter: 86799 total_loss: 6.425 loss_ce: 0.36 loss_bbox: 0.2143 loss_giou: 0.3496 loss_ce_0: 0.5549 loss_bbox_0: 0.3609 loss_giou_0: 0.5391 loss_ce_1: 0.4455 loss_bbox_1: 0.2543 loss_giou_1: 0.4068 loss_ce_2: 0.4002 loss_bbox_2: 0.2282 loss_giou_2: 0.3857 loss_ce_3: 0.3729 loss_bbox_3: 0.2173 loss_giou_3: 0.3602 loss_ce_4: 0.3644 loss_bbox_4: 0.2112 loss_giou_4: 0.3507 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:02] d2.utils.events INFO: eta: 1 day, 4:17:54 iter: 86819 total_loss: 6.328 loss_ce: 0.361 loss_bbox: 0.1959 loss_giou: 0.3599 loss_ce_0: 0.5553 loss_bbox_0: 0.3309 loss_giou_0: 0.5563 loss_ce_1: 0.453 loss_bbox_1: 0.23 loss_giou_1: 0.4011 loss_ce_2: 0.3937 loss_bbox_2: 0.2029 loss_giou_2: 0.3722 loss_ce_3: 0.3672 loss_bbox_3: 0.1974 loss_giou_3: 0.3632 loss_ce_4: 0.3642 loss_bbox_4: 0.1984 loss_giou_4: 0.3604 time: 0.2803 data_time: 0.0173 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:08] d2.utils.events INFO: eta: 1 day, 4:18:03 iter: 86839 total_loss: 6.077 loss_ce: 0.3414 loss_bbox: 0.2094 loss_giou: 0.3481 loss_ce_0: 0.5361 loss_bbox_0: 0.3685 loss_giou_0: 0.5555 loss_ce_1: 0.4305 loss_bbox_1: 0.243 loss_giou_1: 0.4049 loss_ce_2: 0.3877 loss_bbox_2: 0.2207 loss_giou_2: 0.3608 loss_ce_3: 0.3567 loss_bbox_3: 0.2116 loss_giou_3: 0.3523 loss_ce_4: 0.3483 loss_bbox_4: 0.2146 loss_giou_4: 0.346 time: 0.2803 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:13] d2.utils.events INFO: eta: 1 day, 4:17:05 iter: 86859 total_loss: 6.456 loss_ce: 0.3648 loss_bbox: 0.2304 loss_giou: 0.352 loss_ce_0: 0.5576 loss_bbox_0: 0.3623 loss_giou_0: 0.5472 loss_ce_1: 0.4438 loss_bbox_1: 0.2649 loss_giou_1: 0.4127 loss_ce_2: 0.3949 loss_bbox_2: 0.2364 loss_giou_2: 0.3754 loss_ce_3: 0.3689 loss_bbox_3: 0.2362 loss_giou_3: 0.3588 loss_ce_4: 0.3681 loss_bbox_4: 0.23 loss_giou_4: 0.3504 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:19] d2.utils.events INFO: eta: 1 day, 4:17:06 iter: 86879 total_loss: 6.552 loss_ce: 0.3588 loss_bbox: 0.2183 loss_giou: 0.3611 loss_ce_0: 0.5569 loss_bbox_0: 0.3758 loss_giou_0: 0.5642 loss_ce_1: 0.4509 loss_bbox_1: 0.2565 loss_giou_1: 0.4201 loss_ce_2: 0.3855 loss_bbox_2: 0.2333 loss_giou_2: 0.381 loss_ce_3: 0.3696 loss_bbox_3: 0.2283 loss_giou_3: 0.37 loss_ce_4: 0.3561 loss_bbox_4: 0.2226 loss_giou_4: 0.3655 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:24] d2.utils.events INFO: eta: 1 day, 4:16:35 iter: 86899 total_loss: 6.679 loss_ce: 0.3735 loss_bbox: 0.214 loss_giou: 0.379 loss_ce_0: 0.5433 loss_bbox_0: 0.3546 loss_giou_0: 0.5553 loss_ce_1: 0.4432 loss_bbox_1: 0.2512 loss_giou_1: 0.432 loss_ce_2: 0.4099 loss_bbox_2: 0.2308 loss_giou_2: 0.3971 loss_ce_3: 0.3795 loss_bbox_3: 0.2194 loss_giou_3: 0.3869 loss_ce_4: 0.3764 loss_bbox_4: 0.2171 loss_giou_4: 0.3818 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:30] d2.utils.events INFO: eta: 1 day, 4:16:24 iter: 86919 total_loss: 6.382 loss_ce: 0.3669 loss_bbox: 0.204 loss_giou: 0.3784 loss_ce_0: 0.531 loss_bbox_0: 0.3389 loss_giou_0: 0.5566 loss_ce_1: 0.4442 loss_bbox_1: 0.2286 loss_giou_1: 0.4242 loss_ce_2: 0.3881 loss_bbox_2: 0.2099 loss_giou_2: 0.3938 loss_ce_3: 0.366 loss_bbox_3: 0.2045 loss_giou_3: 0.3853 loss_ce_4: 0.3619 loss_bbox_4: 0.2048 loss_giou_4: 0.3865 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:36] d2.utils.events INFO: eta: 1 day, 4:16:21 iter: 86939 total_loss: 6.661 loss_ce: 0.3751 loss_bbox: 0.2169 loss_giou: 0.3986 loss_ce_0: 0.5491 loss_bbox_0: 0.363 loss_giou_0: 0.6017 loss_ce_1: 0.4368 loss_bbox_1: 0.2518 loss_giou_1: 0.4504 loss_ce_2: 0.4091 loss_bbox_2: 0.2228 loss_giou_2: 0.4228 loss_ce_3: 0.3852 loss_bbox_3: 0.2229 loss_giou_3: 0.4062 loss_ce_4: 0.3751 loss_bbox_4: 0.2183 loss_giou_4: 0.4021 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:41] d2.utils.events INFO: eta: 1 day, 4:16:18 iter: 86959 total_loss: 6.472 loss_ce: 0.3599 loss_bbox: 0.2033 loss_giou: 0.3828 loss_ce_0: 0.5525 loss_bbox_0: 0.3476 loss_giou_0: 0.5928 loss_ce_1: 0.4597 loss_bbox_1: 0.2359 loss_giou_1: 0.4388 loss_ce_2: 0.3886 loss_bbox_2: 0.2228 loss_giou_2: 0.3948 loss_ce_3: 0.3618 loss_bbox_3: 0.2146 loss_giou_3: 0.3888 loss_ce_4: 0.3568 loss_bbox_4: 0.2115 loss_giou_4: 0.3834 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:47] d2.utils.events INFO: eta: 1 day, 4:16:18 iter: 86979 total_loss: 6.146 loss_ce: 0.3386 loss_bbox: 0.2121 loss_giou: 0.3372 loss_ce_0: 0.5544 loss_bbox_0: 0.3665 loss_giou_0: 0.5304 loss_ce_1: 0.4498 loss_bbox_1: 0.2731 loss_giou_1: 0.3986 loss_ce_2: 0.3821 loss_bbox_2: 0.2324 loss_giou_2: 0.3547 loss_ce_3: 0.351 loss_bbox_3: 0.2278 loss_giou_3: 0.3404 loss_ce_4: 0.3447 loss_bbox_4: 0.216 loss_giou_4: 0.3375 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:53] d2.utils.events INFO: eta: 1 day, 4:16:19 iter: 86999 total_loss: 6.219 loss_ce: 0.3508 loss_bbox: 0.2304 loss_giou: 0.3479 loss_ce_0: 0.5227 loss_bbox_0: 0.3601 loss_giou_0: 0.5224 loss_ce_1: 0.4284 loss_bbox_1: 0.2613 loss_giou_1: 0.3879 loss_ce_2: 0.3806 loss_bbox_2: 0.2432 loss_giou_2: 0.3578 loss_ce_3: 0.3549 loss_bbox_3: 0.2345 loss_giou_3: 0.3502 loss_ce_4: 0.3473 loss_bbox_4: 0.2288 loss_giou_4: 0.3436 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 20:16:58] d2.utils.events INFO: eta: 1 day, 4:16:18 iter: 87019 total_loss: 6.388 loss_ce: 0.3514 loss_bbox: 0.204 loss_giou: 0.37 loss_ce_0: 0.5665 loss_bbox_0: 0.3525 loss_giou_0: 0.5892 loss_ce_1: 0.4554 loss_bbox_1: 0.2349 loss_giou_1: 0.4344 loss_ce_2: 0.3967 loss_bbox_2: 0.2085 loss_giou_2: 0.3919 loss_ce_3: 0.3638 loss_bbox_3: 0.2082 loss_giou_3: 0.3787 loss_ce_4: 0.3545 loss_bbox_4: 0.2078 loss_giou_4: 0.3718 time: 0.2803 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:04] d2.utils.events INFO: eta: 1 day, 4:16:43 iter: 87039 total_loss: 6.369 loss_ce: 0.341 loss_bbox: 0.1935 loss_giou: 0.353 loss_ce_0: 0.5395 loss_bbox_0: 0.3376 loss_giou_0: 0.5628 loss_ce_1: 0.4466 loss_bbox_1: 0.2266 loss_giou_1: 0.4055 loss_ce_2: 0.3793 loss_bbox_2: 0.2083 loss_giou_2: 0.375 loss_ce_3: 0.3514 loss_bbox_3: 0.1941 loss_giou_3: 0.3614 loss_ce_4: 0.3431 loss_bbox_4: 0.1957 loss_giou_4: 0.353 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:10] d2.utils.events INFO: eta: 1 day, 4:16:09 iter: 87059 total_loss: 6.397 loss_ce: 0.3599 loss_bbox: 0.2174 loss_giou: 0.3751 loss_ce_0: 0.545 loss_bbox_0: 0.3497 loss_giou_0: 0.5366 loss_ce_1: 0.4598 loss_bbox_1: 0.2512 loss_giou_1: 0.4098 loss_ce_2: 0.3941 loss_bbox_2: 0.2291 loss_giou_2: 0.3864 loss_ce_3: 0.359 loss_bbox_3: 0.2235 loss_giou_3: 0.3816 loss_ce_4: 0.3612 loss_bbox_4: 0.2211 loss_giou_4: 0.3825 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:15] d2.utils.events INFO: eta: 1 day, 4:15:39 iter: 87079 total_loss: 6.769 loss_ce: 0.3996 loss_bbox: 0.213 loss_giou: 0.3725 loss_ce_0: 0.5616 loss_bbox_0: 0.3732 loss_giou_0: 0.5839 loss_ce_1: 0.4837 loss_bbox_1: 0.2471 loss_giou_1: 0.4349 loss_ce_2: 0.4299 loss_bbox_2: 0.2223 loss_giou_2: 0.3966 loss_ce_3: 0.4089 loss_bbox_3: 0.2091 loss_giou_3: 0.3876 loss_ce_4: 0.4081 loss_bbox_4: 0.214 loss_giou_4: 0.3801 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:21] d2.utils.events INFO: eta: 1 day, 4:15:22 iter: 87099 total_loss: 6.263 loss_ce: 0.346 loss_bbox: 0.1982 loss_giou: 0.3721 loss_ce_0: 0.5632 loss_bbox_0: 0.3393 loss_giou_0: 0.5544 loss_ce_1: 0.4616 loss_bbox_1: 0.2369 loss_giou_1: 0.4233 loss_ce_2: 0.3866 loss_bbox_2: 0.2093 loss_giou_2: 0.3882 loss_ce_3: 0.3628 loss_bbox_3: 0.2016 loss_giou_3: 0.3789 loss_ce_4: 0.3548 loss_bbox_4: 0.2001 loss_giou_4: 0.3718 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:27] d2.utils.events INFO: eta: 1 day, 4:14:43 iter: 87119 total_loss: 6.653 loss_ce: 0.3853 loss_bbox: 0.2117 loss_giou: 0.3683 loss_ce_0: 0.5536 loss_bbox_0: 0.3551 loss_giou_0: 0.5483 loss_ce_1: 0.4776 loss_bbox_1: 0.2535 loss_giou_1: 0.4088 loss_ce_2: 0.4164 loss_bbox_2: 0.2368 loss_giou_2: 0.3787 loss_ce_3: 0.3904 loss_bbox_3: 0.2227 loss_giou_3: 0.3643 loss_ce_4: 0.3781 loss_bbox_4: 0.2115 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:32] d2.utils.events INFO: eta: 1 day, 4:13:54 iter: 87139 total_loss: 6.29 loss_ce: 0.3519 loss_bbox: 0.2042 loss_giou: 0.3573 loss_ce_0: 0.5331 loss_bbox_0: 0.3422 loss_giou_0: 0.5618 loss_ce_1: 0.4475 loss_bbox_1: 0.2351 loss_giou_1: 0.4247 loss_ce_2: 0.3805 loss_bbox_2: 0.2206 loss_giou_2: 0.3804 loss_ce_3: 0.3507 loss_bbox_3: 0.213 loss_giou_3: 0.3709 loss_ce_4: 0.3499 loss_bbox_4: 0.2056 loss_giou_4: 0.3647 time: 0.2803 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:38] d2.utils.events INFO: eta: 1 day, 4:13:57 iter: 87159 total_loss: 6.305 loss_ce: 0.3477 loss_bbox: 0.1955 loss_giou: 0.3555 loss_ce_0: 0.5442 loss_bbox_0: 0.3354 loss_giou_0: 0.5636 loss_ce_1: 0.4379 loss_bbox_1: 0.2263 loss_giou_1: 0.4165 loss_ce_2: 0.3795 loss_bbox_2: 0.2066 loss_giou_2: 0.3728 loss_ce_3: 0.3557 loss_bbox_3: 0.2026 loss_giou_3: 0.3612 loss_ce_4: 0.3492 loss_bbox_4: 0.1995 loss_giou_4: 0.3605 time: 0.2803 data_time: 0.0166 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:44] d2.utils.events INFO: eta: 1 day, 4:13:30 iter: 87179 total_loss: 6.965 loss_ce: 0.3768 loss_bbox: 0.2117 loss_giou: 0.4107 loss_ce_0: 0.5597 loss_bbox_0: 0.3543 loss_giou_0: 0.6149 loss_ce_1: 0.484 loss_bbox_1: 0.2546 loss_giou_1: 0.4702 loss_ce_2: 0.4198 loss_bbox_2: 0.2382 loss_giou_2: 0.4381 loss_ce_3: 0.3778 loss_bbox_3: 0.2279 loss_giou_3: 0.4231 loss_ce_4: 0.3752 loss_bbox_4: 0.2206 loss_giou_4: 0.4111 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:49] d2.utils.events INFO: eta: 1 day, 4:13:15 iter: 87199 total_loss: 6.668 loss_ce: 0.3687 loss_bbox: 0.2019 loss_giou: 0.3724 loss_ce_0: 0.541 loss_bbox_0: 0.3449 loss_giou_0: 0.5796 loss_ce_1: 0.4473 loss_bbox_1: 0.2397 loss_giou_1: 0.425 loss_ce_2: 0.4068 loss_bbox_2: 0.2154 loss_giou_2: 0.392 loss_ce_3: 0.3727 loss_bbox_3: 0.2042 loss_giou_3: 0.3836 loss_ce_4: 0.3664 loss_bbox_4: 0.2083 loss_giou_4: 0.3744 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:17:55] d2.utils.events INFO: eta: 1 day, 4:12:33 iter: 87219 total_loss: 6.314 loss_ce: 0.3673 loss_bbox: 0.2021 loss_giou: 0.3749 loss_ce_0: 0.5504 loss_bbox_0: 0.331 loss_giou_0: 0.5641 loss_ce_1: 0.4591 loss_bbox_1: 0.2353 loss_giou_1: 0.4145 loss_ce_2: 0.4021 loss_bbox_2: 0.2192 loss_giou_2: 0.3821 loss_ce_3: 0.3739 loss_bbox_3: 0.2157 loss_giou_3: 0.3806 loss_ce_4: 0.365 loss_bbox_4: 0.2096 loss_giou_4: 0.3689 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:01] d2.utils.events INFO: eta: 1 day, 4:12:02 iter: 87239 total_loss: 6.527 loss_ce: 0.3605 loss_bbox: 0.215 loss_giou: 0.3726 loss_ce_0: 0.5408 loss_bbox_0: 0.3577 loss_giou_0: 0.5575 loss_ce_1: 0.4463 loss_bbox_1: 0.2507 loss_giou_1: 0.424 loss_ce_2: 0.3904 loss_bbox_2: 0.2306 loss_giou_2: 0.396 loss_ce_3: 0.37 loss_bbox_3: 0.2221 loss_giou_3: 0.3816 loss_ce_4: 0.3632 loss_bbox_4: 0.2187 loss_giou_4: 0.3753 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:06] d2.utils.events INFO: eta: 1 day, 4:11:38 iter: 87259 total_loss: 6.479 loss_ce: 0.372 loss_bbox: 0.2224 loss_giou: 0.3751 loss_ce_0: 0.5644 loss_bbox_0: 0.3638 loss_giou_0: 0.5518 loss_ce_1: 0.473 loss_bbox_1: 0.254 loss_giou_1: 0.4157 loss_ce_2: 0.4155 loss_bbox_2: 0.2383 loss_giou_2: 0.3868 loss_ce_3: 0.3844 loss_bbox_3: 0.2336 loss_giou_3: 0.3855 loss_ce_4: 0.3793 loss_bbox_4: 0.2263 loss_giou_4: 0.3745 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:12] d2.utils.events INFO: eta: 1 day, 4:11:00 iter: 87279 total_loss: 6.295 loss_ce: 0.3666 loss_bbox: 0.2099 loss_giou: 0.3654 loss_ce_0: 0.5343 loss_bbox_0: 0.3577 loss_giou_0: 0.5471 loss_ce_1: 0.4522 loss_bbox_1: 0.2538 loss_giou_1: 0.4089 loss_ce_2: 0.3853 loss_bbox_2: 0.2241 loss_giou_2: 0.3715 loss_ce_3: 0.3739 loss_bbox_3: 0.2219 loss_giou_3: 0.37 loss_ce_4: 0.372 loss_bbox_4: 0.2144 loss_giou_4: 0.366 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:18] d2.utils.events INFO: eta: 1 day, 4:10:44 iter: 87299 total_loss: 6.576 loss_ce: 0.3561 loss_bbox: 0.1961 loss_giou: 0.3816 loss_ce_0: 0.5397 loss_bbox_0: 0.3535 loss_giou_0: 0.5729 loss_ce_1: 0.4348 loss_bbox_1: 0.2366 loss_giou_1: 0.4333 loss_ce_2: 0.3778 loss_bbox_2: 0.2144 loss_giou_2: 0.3919 loss_ce_3: 0.353 loss_bbox_3: 0.1987 loss_giou_3: 0.3871 loss_ce_4: 0.3506 loss_bbox_4: 0.1976 loss_giou_4: 0.3824 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:23] d2.utils.events INFO: eta: 1 day, 4:10:15 iter: 87319 total_loss: 6.508 loss_ce: 0.3555 loss_bbox: 0.2102 loss_giou: 0.3803 loss_ce_0: 0.5429 loss_bbox_0: 0.3405 loss_giou_0: 0.5845 loss_ce_1: 0.4463 loss_bbox_1: 0.2402 loss_giou_1: 0.4376 loss_ce_2: 0.39 loss_bbox_2: 0.2241 loss_giou_2: 0.4042 loss_ce_3: 0.3656 loss_bbox_3: 0.2098 loss_giou_3: 0.3929 loss_ce_4: 0.36 loss_bbox_4: 0.2114 loss_giou_4: 0.3821 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:29] d2.utils.events INFO: eta: 1 day, 4:09:47 iter: 87339 total_loss: 6.676 loss_ce: 0.3718 loss_bbox: 0.2182 loss_giou: 0.3718 loss_ce_0: 0.5701 loss_bbox_0: 0.3753 loss_giou_0: 0.5617 loss_ce_1: 0.4602 loss_bbox_1: 0.2514 loss_giou_1: 0.4102 loss_ce_2: 0.4161 loss_bbox_2: 0.2278 loss_giou_2: 0.3878 loss_ce_3: 0.3705 loss_bbox_3: 0.2218 loss_giou_3: 0.3786 loss_ce_4: 0.37 loss_bbox_4: 0.2193 loss_giou_4: 0.3747 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:35] d2.utils.events INFO: eta: 1 day, 4:10:04 iter: 87359 total_loss: 6.74 loss_ce: 0.3657 loss_bbox: 0.2273 loss_giou: 0.3895 loss_ce_0: 0.5472 loss_bbox_0: 0.3654 loss_giou_0: 0.587 loss_ce_1: 0.4567 loss_bbox_1: 0.2607 loss_giou_1: 0.4417 loss_ce_2: 0.389 loss_bbox_2: 0.2399 loss_giou_2: 0.4081 loss_ce_3: 0.376 loss_bbox_3: 0.2309 loss_giou_3: 0.4005 loss_ce_4: 0.3682 loss_bbox_4: 0.2262 loss_giou_4: 0.3923 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:40] d2.utils.events INFO: eta: 1 day, 4:10:47 iter: 87379 total_loss: 6.643 loss_ce: 0.364 loss_bbox: 0.2054 loss_giou: 0.3849 loss_ce_0: 0.5701 loss_bbox_0: 0.3663 loss_giou_0: 0.6066 loss_ce_1: 0.4615 loss_bbox_1: 0.244 loss_giou_1: 0.4473 loss_ce_2: 0.4091 loss_bbox_2: 0.2201 loss_giou_2: 0.4085 loss_ce_3: 0.3831 loss_bbox_3: 0.2141 loss_giou_3: 0.3953 loss_ce_4: 0.3626 loss_bbox_4: 0.2117 loss_giou_4: 0.39 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:46] d2.utils.events INFO: eta: 1 day, 4:10:33 iter: 87399 total_loss: 6.648 loss_ce: 0.3739 loss_bbox: 0.2242 loss_giou: 0.3771 loss_ce_0: 0.5541 loss_bbox_0: 0.3603 loss_giou_0: 0.5817 loss_ce_1: 0.4624 loss_bbox_1: 0.2513 loss_giou_1: 0.4292 loss_ce_2: 0.4034 loss_bbox_2: 0.2245 loss_giou_2: 0.3924 loss_ce_3: 0.3782 loss_bbox_3: 0.2225 loss_giou_3: 0.3829 loss_ce_4: 0.3775 loss_bbox_4: 0.2216 loss_giou_4: 0.3759 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:52] d2.utils.events INFO: eta: 1 day, 4:10:54 iter: 87419 total_loss: 6.287 loss_ce: 0.3408 loss_bbox: 0.1982 loss_giou: 0.3689 loss_ce_0: 0.5315 loss_bbox_0: 0.3396 loss_giou_0: 0.5803 loss_ce_1: 0.4446 loss_bbox_1: 0.2309 loss_giou_1: 0.4279 loss_ce_2: 0.3771 loss_bbox_2: 0.2142 loss_giou_2: 0.3847 loss_ce_3: 0.3594 loss_bbox_3: 0.2037 loss_giou_3: 0.3799 loss_ce_4: 0.3459 loss_bbox_4: 0.1989 loss_giou_4: 0.3789 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 20:18:58] d2.utils.events INFO: eta: 1 day, 4:11:06 iter: 87439 total_loss: 6.546 loss_ce: 0.3643 loss_bbox: 0.2107 loss_giou: 0.3822 loss_ce_0: 0.5694 loss_bbox_0: 0.3546 loss_giou_0: 0.5609 loss_ce_1: 0.4592 loss_bbox_1: 0.2604 loss_giou_1: 0.4216 loss_ce_2: 0.3925 loss_bbox_2: 0.2222 loss_giou_2: 0.3874 loss_ce_3: 0.3754 loss_bbox_3: 0.213 loss_giou_3: 0.3867 loss_ce_4: 0.3627 loss_bbox_4: 0.2126 loss_giou_4: 0.3827 time: 0.2803 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:03] d2.utils.events INFO: eta: 1 day, 4:11:10 iter: 87459 total_loss: 6.312 loss_ce: 0.347 loss_bbox: 0.2108 loss_giou: 0.3611 loss_ce_0: 0.531 loss_bbox_0: 0.3402 loss_giou_0: 0.5694 loss_ce_1: 0.4257 loss_bbox_1: 0.2417 loss_giou_1: 0.4214 loss_ce_2: 0.3759 loss_bbox_2: 0.2203 loss_giou_2: 0.3796 loss_ce_3: 0.354 loss_bbox_3: 0.2145 loss_giou_3: 0.363 loss_ce_4: 0.3434 loss_bbox_4: 0.2116 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:09] d2.utils.events INFO: eta: 1 day, 4:10:37 iter: 87479 total_loss: 6.458 loss_ce: 0.3629 loss_bbox: 0.2198 loss_giou: 0.3803 loss_ce_0: 0.5514 loss_bbox_0: 0.3602 loss_giou_0: 0.5888 loss_ce_1: 0.4499 loss_bbox_1: 0.2466 loss_giou_1: 0.4364 loss_ce_2: 0.3975 loss_bbox_2: 0.2275 loss_giou_2: 0.3997 loss_ce_3: 0.3677 loss_bbox_3: 0.2182 loss_giou_3: 0.3903 loss_ce_4: 0.3658 loss_bbox_4: 0.2182 loss_giou_4: 0.3838 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:14] d2.utils.events INFO: eta: 1 day, 4:10:27 iter: 87499 total_loss: 6.438 loss_ce: 0.3361 loss_bbox: 0.2103 loss_giou: 0.3999 loss_ce_0: 0.547 loss_bbox_0: 0.3624 loss_giou_0: 0.5811 loss_ce_1: 0.4428 loss_bbox_1: 0.244 loss_giou_1: 0.4537 loss_ce_2: 0.3848 loss_bbox_2: 0.2181 loss_giou_2: 0.4155 loss_ce_3: 0.3516 loss_bbox_3: 0.2141 loss_giou_3: 0.4109 loss_ce_4: 0.3357 loss_bbox_4: 0.2083 loss_giou_4: 0.4039 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:20] d2.utils.events INFO: eta: 1 day, 4:10:26 iter: 87519 total_loss: 6.338 loss_ce: 0.353 loss_bbox: 0.2087 loss_giou: 0.3636 loss_ce_0: 0.56 loss_bbox_0: 0.3533 loss_giou_0: 0.5393 loss_ce_1: 0.4559 loss_bbox_1: 0.2466 loss_giou_1: 0.4073 loss_ce_2: 0.3946 loss_bbox_2: 0.2203 loss_giou_2: 0.3791 loss_ce_3: 0.3599 loss_bbox_3: 0.2135 loss_giou_3: 0.3745 loss_ce_4: 0.3581 loss_bbox_4: 0.2133 loss_giou_4: 0.3639 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:26] d2.utils.events INFO: eta: 1 day, 4:10:20 iter: 87539 total_loss: 6.34 loss_ce: 0.3557 loss_bbox: 0.2089 loss_giou: 0.3682 loss_ce_0: 0.5395 loss_bbox_0: 0.361 loss_giou_0: 0.5611 loss_ce_1: 0.457 loss_bbox_1: 0.2438 loss_giou_1: 0.428 loss_ce_2: 0.3948 loss_bbox_2: 0.2245 loss_giou_2: 0.3955 loss_ce_3: 0.3706 loss_bbox_3: 0.2192 loss_giou_3: 0.3788 loss_ce_4: 0.3629 loss_bbox_4: 0.2107 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:31] d2.utils.events INFO: eta: 1 day, 4:10:14 iter: 87559 total_loss: 6.56 loss_ce: 0.3751 loss_bbox: 0.2028 loss_giou: 0.3557 loss_ce_0: 0.5698 loss_bbox_0: 0.3562 loss_giou_0: 0.5586 loss_ce_1: 0.4662 loss_bbox_1: 0.2487 loss_giou_1: 0.409 loss_ce_2: 0.4089 loss_bbox_2: 0.2188 loss_giou_2: 0.373 loss_ce_3: 0.3755 loss_bbox_3: 0.2095 loss_giou_3: 0.3556 loss_ce_4: 0.3806 loss_bbox_4: 0.2097 loss_giou_4: 0.3551 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:37] d2.utils.events INFO: eta: 1 day, 4:10:25 iter: 87579 total_loss: 6.481 loss_ce: 0.3473 loss_bbox: 0.205 loss_giou: 0.3732 loss_ce_0: 0.5425 loss_bbox_0: 0.3642 loss_giou_0: 0.5625 loss_ce_1: 0.4538 loss_bbox_1: 0.2391 loss_giou_1: 0.4237 loss_ce_2: 0.3904 loss_bbox_2: 0.2184 loss_giou_2: 0.3963 loss_ce_3: 0.3555 loss_bbox_3: 0.207 loss_giou_3: 0.3806 loss_ce_4: 0.3464 loss_bbox_4: 0.2062 loss_giou_4: 0.3748 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:43] d2.utils.events INFO: eta: 1 day, 4:11:11 iter: 87599 total_loss: 6.364 loss_ce: 0.3363 loss_bbox: 0.1975 loss_giou: 0.3799 loss_ce_0: 0.5251 loss_bbox_0: 0.3486 loss_giou_0: 0.5775 loss_ce_1: 0.4355 loss_bbox_1: 0.2353 loss_giou_1: 0.4296 loss_ce_2: 0.3726 loss_bbox_2: 0.2109 loss_giou_2: 0.3986 loss_ce_3: 0.348 loss_bbox_3: 0.2021 loss_giou_3: 0.3869 loss_ce_4: 0.3393 loss_bbox_4: 0.197 loss_giou_4: 0.3825 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:48] d2.utils.events INFO: eta: 1 day, 4:11:43 iter: 87619 total_loss: 6.495 loss_ce: 0.3716 loss_bbox: 0.2244 loss_giou: 0.3454 loss_ce_0: 0.5579 loss_bbox_0: 0.3641 loss_giou_0: 0.5603 loss_ce_1: 0.4704 loss_bbox_1: 0.2588 loss_giou_1: 0.4116 loss_ce_2: 0.402 loss_bbox_2: 0.2339 loss_giou_2: 0.3775 loss_ce_3: 0.37 loss_bbox_3: 0.2288 loss_giou_3: 0.3579 loss_ce_4: 0.3669 loss_bbox_4: 0.2227 loss_giou_4: 0.3506 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 20:19:54] d2.utils.events INFO: eta: 1 day, 4:11:47 iter: 87639 total_loss: 6.579 loss_ce: 0.3756 loss_bbox: 0.2284 loss_giou: 0.3884 loss_ce_0: 0.5498 loss_bbox_0: 0.3643 loss_giou_0: 0.5756 loss_ce_1: 0.4562 loss_bbox_1: 0.2582 loss_giou_1: 0.4295 loss_ce_2: 0.3948 loss_bbox_2: 0.2354 loss_giou_2: 0.4049 loss_ce_3: 0.3743 loss_bbox_3: 0.2358 loss_giou_3: 0.403 loss_ce_4: 0.3742 loss_bbox_4: 0.2305 loss_giou_4: 0.396 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:00] d2.utils.events INFO: eta: 1 day, 4:11:51 iter: 87659 total_loss: 6.665 loss_ce: 0.3591 loss_bbox: 0.2058 loss_giou: 0.3839 loss_ce_0: 0.5438 loss_bbox_0: 0.3602 loss_giou_0: 0.5947 loss_ce_1: 0.4475 loss_bbox_1: 0.2375 loss_giou_1: 0.4386 loss_ce_2: 0.3964 loss_bbox_2: 0.2196 loss_giou_2: 0.3969 loss_ce_3: 0.3752 loss_bbox_3: 0.2103 loss_giou_3: 0.3912 loss_ce_4: 0.3685 loss_bbox_4: 0.2066 loss_giou_4: 0.3873 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:06] d2.utils.events INFO: eta: 1 day, 4:11:56 iter: 87679 total_loss: 6.181 loss_ce: 0.3372 loss_bbox: 0.2141 loss_giou: 0.3677 loss_ce_0: 0.5345 loss_bbox_0: 0.3594 loss_giou_0: 0.5404 loss_ce_1: 0.4423 loss_bbox_1: 0.2506 loss_giou_1: 0.4123 loss_ce_2: 0.3664 loss_bbox_2: 0.227 loss_giou_2: 0.3812 loss_ce_3: 0.348 loss_bbox_3: 0.2223 loss_giou_3: 0.3755 loss_ce_4: 0.3409 loss_bbox_4: 0.2152 loss_giou_4: 0.3693 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:11] d2.utils.events INFO: eta: 1 day, 4:11:30 iter: 87699 total_loss: 6.724 loss_ce: 0.3814 loss_bbox: 0.2248 loss_giou: 0.3922 loss_ce_0: 0.5616 loss_bbox_0: 0.3621 loss_giou_0: 0.579 loss_ce_1: 0.4624 loss_bbox_1: 0.2563 loss_giou_1: 0.4408 loss_ce_2: 0.3977 loss_bbox_2: 0.2367 loss_giou_2: 0.4094 loss_ce_3: 0.3728 loss_bbox_3: 0.2306 loss_giou_3: 0.4008 loss_ce_4: 0.3774 loss_bbox_4: 0.2271 loss_giou_4: 0.3962 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:17] d2.utils.events INFO: eta: 1 day, 4:11:24 iter: 87719 total_loss: 6.264 loss_ce: 0.3219 loss_bbox: 0.2134 loss_giou: 0.3671 loss_ce_0: 0.523 loss_bbox_0: 0.3679 loss_giou_0: 0.5754 loss_ce_1: 0.4192 loss_bbox_1: 0.2496 loss_giou_1: 0.419 loss_ce_2: 0.3691 loss_bbox_2: 0.2248 loss_giou_2: 0.3816 loss_ce_3: 0.3286 loss_bbox_3: 0.2159 loss_giou_3: 0.3773 loss_ce_4: 0.3218 loss_bbox_4: 0.2163 loss_giou_4: 0.3624 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:23] d2.utils.events INFO: eta: 1 day, 4:11:38 iter: 87739 total_loss: 6.458 loss_ce: 0.3496 loss_bbox: 0.2085 loss_giou: 0.3596 loss_ce_0: 0.5387 loss_bbox_0: 0.3494 loss_giou_0: 0.5675 loss_ce_1: 0.4472 loss_bbox_1: 0.2506 loss_giou_1: 0.4154 loss_ce_2: 0.3908 loss_bbox_2: 0.2273 loss_giou_2: 0.3759 loss_ce_3: 0.3686 loss_bbox_3: 0.2177 loss_giou_3: 0.3632 loss_ce_4: 0.3538 loss_bbox_4: 0.2132 loss_giou_4: 0.3616 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:28] d2.utils.events INFO: eta: 1 day, 4:11:14 iter: 87759 total_loss: 6.256 loss_ce: 0.3272 loss_bbox: 0.218 loss_giou: 0.3495 loss_ce_0: 0.5433 loss_bbox_0: 0.3557 loss_giou_0: 0.5468 loss_ce_1: 0.4154 loss_bbox_1: 0.2618 loss_giou_1: 0.3987 loss_ce_2: 0.3636 loss_bbox_2: 0.2348 loss_giou_2: 0.3684 loss_ce_3: 0.3296 loss_bbox_3: 0.2343 loss_giou_3: 0.3538 loss_ce_4: 0.3206 loss_bbox_4: 0.2256 loss_giou_4: 0.352 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:34] d2.utils.events INFO: eta: 1 day, 4:11:28 iter: 87779 total_loss: 6.613 loss_ce: 0.3852 loss_bbox: 0.2211 loss_giou: 0.3775 loss_ce_0: 0.562 loss_bbox_0: 0.3646 loss_giou_0: 0.5801 loss_ce_1: 0.4765 loss_bbox_1: 0.2553 loss_giou_1: 0.4184 loss_ce_2: 0.4278 loss_bbox_2: 0.233 loss_giou_2: 0.3826 loss_ce_3: 0.3931 loss_bbox_3: 0.2341 loss_giou_3: 0.3785 loss_ce_4: 0.3829 loss_bbox_4: 0.2241 loss_giou_4: 0.3745 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:40] d2.utils.events INFO: eta: 1 day, 4:11:25 iter: 87799 total_loss: 6.64 loss_ce: 0.3688 loss_bbox: 0.2235 loss_giou: 0.3764 loss_ce_0: 0.5418 loss_bbox_0: 0.377 loss_giou_0: 0.5697 loss_ce_1: 0.4594 loss_bbox_1: 0.2548 loss_giou_1: 0.4221 loss_ce_2: 0.3994 loss_bbox_2: 0.2325 loss_giou_2: 0.3912 loss_ce_3: 0.3775 loss_bbox_3: 0.2261 loss_giou_3: 0.3811 loss_ce_4: 0.3687 loss_bbox_4: 0.2234 loss_giou_4: 0.3793 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:45] d2.utils.events INFO: eta: 1 day, 4:10:52 iter: 87819 total_loss: 6.757 loss_ce: 0.3817 loss_bbox: 0.2059 loss_giou: 0.3773 loss_ce_0: 0.583 loss_bbox_0: 0.3565 loss_giou_0: 0.5742 loss_ce_1: 0.4685 loss_bbox_1: 0.253 loss_giou_1: 0.438 loss_ce_2: 0.4231 loss_bbox_2: 0.2229 loss_giou_2: 0.3993 loss_ce_3: 0.39 loss_bbox_3: 0.2133 loss_giou_3: 0.3818 loss_ce_4: 0.3847 loss_bbox_4: 0.2102 loss_giou_4: 0.3791 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:51] d2.utils.events INFO: eta: 1 day, 4:10:22 iter: 87839 total_loss: 6.188 loss_ce: 0.3525 loss_bbox: 0.2145 loss_giou: 0.3751 loss_ce_0: 0.5383 loss_bbox_0: 0.3542 loss_giou_0: 0.5696 loss_ce_1: 0.4292 loss_bbox_1: 0.2456 loss_giou_1: 0.4337 loss_ce_2: 0.376 loss_bbox_2: 0.2162 loss_giou_2: 0.3973 loss_ce_3: 0.3506 loss_bbox_3: 0.2132 loss_giou_3: 0.3801 loss_ce_4: 0.3474 loss_bbox_4: 0.213 loss_giou_4: 0.3786 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 20:20:57] d2.utils.events INFO: eta: 1 day, 4:10:04 iter: 87859 total_loss: 6.213 loss_ce: 0.3433 loss_bbox: 0.2044 loss_giou: 0.3545 loss_ce_0: 0.5354 loss_bbox_0: 0.3537 loss_giou_0: 0.5566 loss_ce_1: 0.4422 loss_bbox_1: 0.2392 loss_giou_1: 0.422 loss_ce_2: 0.3793 loss_bbox_2: 0.2071 loss_giou_2: 0.3823 loss_ce_3: 0.3566 loss_bbox_3: 0.2061 loss_giou_3: 0.366 loss_ce_4: 0.3425 loss_bbox_4: 0.2 loss_giou_4: 0.3572 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 20:21:03] d2.utils.events INFO: eta: 1 day, 4:10:32 iter: 87879 total_loss: 6.555 loss_ce: 0.3671 loss_bbox: 0.2077 loss_giou: 0.3905 loss_ce_0: 0.5728 loss_bbox_0: 0.355 loss_giou_0: 0.5998 loss_ce_1: 0.483 loss_bbox_1: 0.2433 loss_giou_1: 0.4506 loss_ce_2: 0.4148 loss_bbox_2: 0.2255 loss_giou_2: 0.4054 loss_ce_3: 0.378 loss_bbox_3: 0.2126 loss_giou_3: 0.4037 loss_ce_4: 0.3776 loss_bbox_4: 0.2086 loss_giou_4: 0.3944 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 20:21:08] d2.utils.events INFO: eta: 1 day, 4:10:33 iter: 87899 total_loss: 6.288 loss_ce: 0.3539 loss_bbox: 0.2089 loss_giou: 0.3633 loss_ce_0: 0.54 loss_bbox_0: 0.345 loss_giou_0: 0.5486 loss_ce_1: 0.4485 loss_bbox_1: 0.2444 loss_giou_1: 0.4061 loss_ce_2: 0.3909 loss_bbox_2: 0.2183 loss_giou_2: 0.3813 loss_ce_3: 0.3666 loss_bbox_3: 0.2148 loss_giou_3: 0.3733 loss_ce_4: 0.3516 loss_bbox_4: 0.2097 loss_giou_4: 0.3673 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:21:14] d2.utils.events INFO: eta: 1 day, 4:11:14 iter: 87919 total_loss: 6.379 loss_ce: 0.3678 loss_bbox: 0.1988 loss_giou: 0.3664 loss_ce_0: 0.5504 loss_bbox_0: 0.3411 loss_giou_0: 0.5491 loss_ce_1: 0.4647 loss_bbox_1: 0.2324 loss_giou_1: 0.4158 loss_ce_2: 0.3958 loss_bbox_2: 0.2154 loss_giou_2: 0.3803 loss_ce_3: 0.3784 loss_bbox_3: 0.2051 loss_giou_3: 0.3796 loss_ce_4: 0.3658 loss_bbox_4: 0.201 loss_giou_4: 0.3717 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 20:21:20] d2.utils.events INFO: eta: 1 day, 4:10:46 iter: 87939 total_loss: 6.51 loss_ce: 0.3499 loss_bbox: 0.216 loss_giou: 0.3944 loss_ce_0: 0.551 loss_bbox_0: 0.3467 loss_giou_0: 0.5598 loss_ce_1: 0.4407 loss_bbox_1: 0.2373 loss_giou_1: 0.4383 loss_ce_2: 0.3857 loss_bbox_2: 0.2246 loss_giou_2: 0.4001 loss_ce_3: 0.361 loss_bbox_3: 0.2158 loss_giou_3: 0.3987 loss_ce_4: 0.3533 loss_bbox_4: 0.2129 loss_giou_4: 0.3923 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 20:21:26] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 20:21:26] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 20:21:26] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 20:21:26] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 20:21:26] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 20:21:27] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 20:21:33] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0445 s/iter. Eval: 0.0003 s/iter. Total: 0.0458 s/iter. ETA=0:00:28 [11/02 20:21:38] d2.evaluation.evaluator INFO: Inference done 97/625. Dataloading: 0.0032 s/iter. Inference: 0.0537 s/iter. Eval: 0.0004 s/iter. Total: 0.0573 s/iter. ETA=0:00:30 [11/02 20:21:43] d2.evaluation.evaluator INFO: Inference done 195/625. Dataloading: 0.0031 s/iter. Inference: 0.0506 s/iter. Eval: 0.0004 s/iter. Total: 0.0542 s/iter. ETA=0:00:23 [11/02 20:21:48] d2.evaluation.evaluator INFO: Inference done 290/625. Dataloading: 0.0032 s/iter. Inference: 0.0500 s/iter. Eval: 0.0004 s/iter. Total: 0.0537 s/iter. ETA=0:00:17 [11/02 20:21:53] d2.evaluation.evaluator INFO: Inference done 384/625. Dataloading: 0.0032 s/iter. Inference: 0.0499 s/iter. Eval: 0.0004 s/iter. Total: 0.0536 s/iter. ETA=0:00:12 [11/02 20:21:58] d2.evaluation.evaluator INFO: Inference done 479/625. Dataloading: 0.0032 s/iter. Inference: 0.0499 s/iter. Eval: 0.0004 s/iter. Total: 0.0535 s/iter. ETA=0:00:07 [11/02 20:22:04] d2.evaluation.evaluator INFO: Inference done 571/625. Dataloading: 0.0031 s/iter. Inference: 0.0502 s/iter. Eval: 0.0004 s/iter. Total: 0.0537 s/iter. ETA=0:00:02 [11/02 20:22:07] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.500137 (0.054032 s / iter per device, on 8 devices) [11/02 20:22:07] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049986 s / iter per device, on 8 devices) [11/02 20:22:14] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 20:22:14] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 20:22:16] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 20:22:20] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 20:22:35] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 15.14 seconds. [11/02 20:22:35] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 20:22:37] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.41 seconds. [11/02 20:22:37] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 38.380 | 56.766 | 40.646 | 21.275 | 41.339 | 53.723 | [11/02 20:22:37] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 50.520 | bicycle | 24.523 | car | 37.964 | | motorcycle | 36.723 | airplane | 64.244 | bus | 61.995 | | train | 59.918 | truck | 32.340 | boat | 22.340 | | traffic light | 24.831 | fire hydrant | 64.801 | stop sign | 64.001 | | parking meter | 45.447 | bench | 21.477 | bird | 34.409 | | cat | 68.199 | dog | 62.567 | horse | 57.936 | | sheep | 44.776 | cow | 54.908 | elephant | 62.991 | | bear | 69.093 | zebra | 61.806 | giraffe | 64.200 | | backpack | 12.210 | umbrella | 31.706 | handbag | 10.704 | | tie | 26.258 | suitcase | 34.712 | frisbee | 68.017 | | skis | 19.877 | snowboard | 37.253 | sports ball | 42.531 | | kite | 42.212 | baseball bat | 29.061 | baseball glove | 33.700 | | skateboard | 51.234 | surfboard | 34.673 | tennis racket | 45.884 | | bottle | 32.496 | wine glass | 27.526 | cup | 35.683 | | fork | 24.730 | knife | 10.770 | spoon | 12.022 | | bowl | 38.507 | banana | 20.673 | apple | 16.839 | | sandwich | 32.004 | orange | 27.406 | broccoli | 21.104 | | carrot | 19.381 | hot dog | 29.576 | pizza | 51.523 | | donut | 39.759 | cake | 31.413 | chair | 21.318 | | couch | 43.830 | potted plant | 23.512 | bed | 49.211 | | dining table | 26.646 | toilet | 59.953 | tv | 55.013 | | laptop | 54.947 | mouse | 56.126 | remote | 25.387 | | keyboard | 46.960 | cell phone | 34.058 | microwave | 53.854 | | oven | 33.627 | toaster | 24.817 | sink | 32.823 | | refrigerator | 54.849 | book | 8.694 | clock | 50.413 | | vase | 35.839 | scissors | 31.108 | teddy bear | 40.435 | | hair drier | 6.507 | toothbrush | 17.003 | | | [11/02 20:22:38] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 20:22:38] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 20:22:38] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 20:22:38] d2.evaluation.testing INFO: copypaste: 38.3798,56.7658,40.6455,21.2747,41.3390,53.7225 [11/02 20:22:38] d2.utils.events INFO: eta: 1 day, 4:12:10 iter: 87959 total_loss: 6.437 loss_ce: 0.3608 loss_bbox: 0.2154 loss_giou: 0.3788 loss_ce_0: 0.5518 loss_bbox_0: 0.3573 loss_giou_0: 0.5806 loss_ce_1: 0.4536 loss_bbox_1: 0.2435 loss_giou_1: 0.4299 loss_ce_2: 0.3844 loss_bbox_2: 0.2254 loss_giou_2: 0.3907 loss_ce_3: 0.3687 loss_bbox_3: 0.2146 loss_giou_3: 0.3824 loss_ce_4: 0.3625 loss_bbox_4: 0.2178 loss_giou_4: 0.3778 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:22:43] d2.utils.events INFO: eta: 1 day, 4:12:09 iter: 87979 total_loss: 6.8 loss_ce: 0.3718 loss_bbox: 0.2224 loss_giou: 0.3834 loss_ce_0: 0.5491 loss_bbox_0: 0.3765 loss_giou_0: 0.5695 loss_ce_1: 0.4545 loss_bbox_1: 0.275 loss_giou_1: 0.4237 loss_ce_2: 0.4099 loss_bbox_2: 0.2439 loss_giou_2: 0.3981 loss_ce_3: 0.3766 loss_bbox_3: 0.2261 loss_giou_3: 0.384 loss_ce_4: 0.3734 loss_bbox_4: 0.2213 loss_giou_4: 0.3867 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:22:49] d2.utils.events INFO: eta: 1 day, 4:11:10 iter: 87999 total_loss: 6.315 loss_ce: 0.3471 loss_bbox: 0.2026 loss_giou: 0.3528 loss_ce_0: 0.5323 loss_bbox_0: 0.3495 loss_giou_0: 0.5343 loss_ce_1: 0.4536 loss_bbox_1: 0.2393 loss_giou_1: 0.4007 loss_ce_2: 0.3987 loss_bbox_2: 0.2233 loss_giou_2: 0.3665 loss_ce_3: 0.3664 loss_bbox_3: 0.2139 loss_giou_3: 0.3608 loss_ce_4: 0.3477 loss_bbox_4: 0.2112 loss_giou_4: 0.3536 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:22:55] d2.utils.events INFO: eta: 1 day, 4:11:14 iter: 88019 total_loss: 6.563 loss_ce: 0.3754 loss_bbox: 0.2215 loss_giou: 0.3636 loss_ce_0: 0.5389 loss_bbox_0: 0.3602 loss_giou_0: 0.5493 loss_ce_1: 0.4552 loss_bbox_1: 0.2552 loss_giou_1: 0.4068 loss_ce_2: 0.4086 loss_bbox_2: 0.2326 loss_giou_2: 0.3725 loss_ce_3: 0.3792 loss_bbox_3: 0.2231 loss_giou_3: 0.362 loss_ce_4: 0.3707 loss_bbox_4: 0.2234 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:00] d2.utils.events INFO: eta: 1 day, 4:09:51 iter: 88039 total_loss: 6.108 loss_ce: 0.3388 loss_bbox: 0.2023 loss_giou: 0.3561 loss_ce_0: 0.5439 loss_bbox_0: 0.3641 loss_giou_0: 0.5464 loss_ce_1: 0.4336 loss_bbox_1: 0.2461 loss_giou_1: 0.4066 loss_ce_2: 0.363 loss_bbox_2: 0.223 loss_giou_2: 0.3645 loss_ce_3: 0.34 loss_bbox_3: 0.2071 loss_giou_3: 0.364 loss_ce_4: 0.333 loss_bbox_4: 0.2069 loss_giou_4: 0.3607 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:06] d2.utils.events INFO: eta: 1 day, 4:10:22 iter: 88059 total_loss: 6.452 loss_ce: 0.3632 loss_bbox: 0.2196 loss_giou: 0.3921 loss_ce_0: 0.5606 loss_bbox_0: 0.3621 loss_giou_0: 0.5876 loss_ce_1: 0.4527 loss_bbox_1: 0.2521 loss_giou_1: 0.4388 loss_ce_2: 0.3903 loss_bbox_2: 0.2373 loss_giou_2: 0.4099 loss_ce_3: 0.3676 loss_bbox_3: 0.2277 loss_giou_3: 0.3958 loss_ce_4: 0.3581 loss_bbox_4: 0.2297 loss_giou_4: 0.3928 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:12] d2.utils.events INFO: eta: 1 day, 4:10:34 iter: 88079 total_loss: 6.9 loss_ce: 0.3768 loss_bbox: 0.2121 loss_giou: 0.3996 loss_ce_0: 0.5692 loss_bbox_0: 0.3628 loss_giou_0: 0.5902 loss_ce_1: 0.466 loss_bbox_1: 0.2537 loss_giou_1: 0.4491 loss_ce_2: 0.4194 loss_bbox_2: 0.2272 loss_giou_2: 0.4149 loss_ce_3: 0.3964 loss_bbox_3: 0.2182 loss_giou_3: 0.4072 loss_ce_4: 0.3868 loss_bbox_4: 0.2107 loss_giou_4: 0.4024 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:17] d2.utils.events INFO: eta: 1 day, 4:10:34 iter: 88099 total_loss: 6.412 loss_ce: 0.3589 loss_bbox: 0.2037 loss_giou: 0.369 loss_ce_0: 0.5407 loss_bbox_0: 0.3427 loss_giou_0: 0.557 loss_ce_1: 0.4397 loss_bbox_1: 0.2298 loss_giou_1: 0.4058 loss_ce_2: 0.3958 loss_bbox_2: 0.2127 loss_giou_2: 0.3807 loss_ce_3: 0.3671 loss_bbox_3: 0.2073 loss_giou_3: 0.3747 loss_ce_4: 0.3592 loss_bbox_4: 0.2052 loss_giou_4: 0.3713 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:23] d2.utils.events INFO: eta: 1 day, 4:10:49 iter: 88119 total_loss: 6.181 loss_ce: 0.3368 loss_bbox: 0.2048 loss_giou: 0.3558 loss_ce_0: 0.5213 loss_bbox_0: 0.3279 loss_giou_0: 0.5422 loss_ce_1: 0.4186 loss_bbox_1: 0.2261 loss_giou_1: 0.4042 loss_ce_2: 0.3601 loss_bbox_2: 0.2103 loss_giou_2: 0.3665 loss_ce_3: 0.3458 loss_bbox_3: 0.2037 loss_giou_3: 0.3602 loss_ce_4: 0.3402 loss_bbox_4: 0.2044 loss_giou_4: 0.3576 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:29] d2.utils.events INFO: eta: 1 day, 4:11:20 iter: 88139 total_loss: 6.542 loss_ce: 0.3705 loss_bbox: 0.2147 loss_giou: 0.3625 loss_ce_0: 0.5448 loss_bbox_0: 0.3886 loss_giou_0: 0.5425 loss_ce_1: 0.4649 loss_bbox_1: 0.2645 loss_giou_1: 0.4193 loss_ce_2: 0.4023 loss_bbox_2: 0.2316 loss_giou_2: 0.3789 loss_ce_3: 0.3816 loss_bbox_3: 0.2203 loss_giou_3: 0.3666 loss_ce_4: 0.3823 loss_bbox_4: 0.2207 loss_giou_4: 0.3638 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:34] d2.utils.events INFO: eta: 1 day, 4:11:07 iter: 88159 total_loss: 5.948 loss_ce: 0.3527 loss_bbox: 0.216 loss_giou: 0.3504 loss_ce_0: 0.5286 loss_bbox_0: 0.357 loss_giou_0: 0.5442 loss_ce_1: 0.4368 loss_bbox_1: 0.252 loss_giou_1: 0.4002 loss_ce_2: 0.3748 loss_bbox_2: 0.2184 loss_giou_2: 0.3646 loss_ce_3: 0.3513 loss_bbox_3: 0.2198 loss_giou_3: 0.3538 loss_ce_4: 0.3511 loss_bbox_4: 0.2147 loss_giou_4: 0.3497 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:40] d2.utils.events INFO: eta: 1 day, 4:11:28 iter: 88179 total_loss: 6.342 loss_ce: 0.3584 loss_bbox: 0.2091 loss_giou: 0.3521 loss_ce_0: 0.5332 loss_bbox_0: 0.3466 loss_giou_0: 0.5446 loss_ce_1: 0.4438 loss_bbox_1: 0.2419 loss_giou_1: 0.4057 loss_ce_2: 0.3844 loss_bbox_2: 0.2205 loss_giou_2: 0.3642 loss_ce_3: 0.3645 loss_bbox_3: 0.2167 loss_giou_3: 0.3562 loss_ce_4: 0.3631 loss_bbox_4: 0.2074 loss_giou_4: 0.3544 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:46] d2.utils.events INFO: eta: 1 day, 4:11:33 iter: 88199 total_loss: 6.323 loss_ce: 0.3537 loss_bbox: 0.2004 loss_giou: 0.3841 loss_ce_0: 0.5527 loss_bbox_0: 0.3365 loss_giou_0: 0.581 loss_ce_1: 0.4499 loss_bbox_1: 0.2329 loss_giou_1: 0.4321 loss_ce_2: 0.3865 loss_bbox_2: 0.2135 loss_giou_2: 0.3979 loss_ce_3: 0.3648 loss_bbox_3: 0.2016 loss_giou_3: 0.3825 loss_ce_4: 0.3489 loss_bbox_4: 0.2043 loss_giou_4: 0.3823 time: 0.2803 data_time: 0.0348 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:51] d2.utils.events INFO: eta: 1 day, 4:10:41 iter: 88219 total_loss: 6.32 loss_ce: 0.352 loss_bbox: 0.1978 loss_giou: 0.3548 loss_ce_0: 0.5343 loss_bbox_0: 0.3363 loss_giou_0: 0.5374 loss_ce_1: 0.4493 loss_bbox_1: 0.2321 loss_giou_1: 0.3965 loss_ce_2: 0.3838 loss_bbox_2: 0.2091 loss_giou_2: 0.3734 loss_ce_3: 0.3549 loss_bbox_3: 0.1973 loss_giou_3: 0.366 loss_ce_4: 0.355 loss_bbox_4: 0.1952 loss_giou_4: 0.3548 time: 0.2803 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 20:23:57] d2.utils.events INFO: eta: 1 day, 4:11:38 iter: 88239 total_loss: 6.795 loss_ce: 0.3781 loss_bbox: 0.2162 loss_giou: 0.3579 loss_ce_0: 0.5541 loss_bbox_0: 0.3613 loss_giou_0: 0.5639 loss_ce_1: 0.4729 loss_bbox_1: 0.2532 loss_giou_1: 0.4166 loss_ce_2: 0.4146 loss_bbox_2: 0.2358 loss_giou_2: 0.3809 loss_ce_3: 0.3865 loss_bbox_3: 0.2231 loss_giou_3: 0.3672 loss_ce_4: 0.3756 loss_bbox_4: 0.2193 loss_giou_4: 0.3617 time: 0.2803 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:03] d2.utils.events INFO: eta: 1 day, 4:11:49 iter: 88259 total_loss: 6.663 loss_ce: 0.3644 loss_bbox: 0.2265 loss_giou: 0.3956 loss_ce_0: 0.5524 loss_bbox_0: 0.3557 loss_giou_0: 0.5869 loss_ce_1: 0.4523 loss_bbox_1: 0.2528 loss_giou_1: 0.4495 loss_ce_2: 0.3955 loss_bbox_2: 0.2403 loss_giou_2: 0.4182 loss_ce_3: 0.3711 loss_bbox_3: 0.2343 loss_giou_3: 0.4027 loss_ce_4: 0.3632 loss_bbox_4: 0.2297 loss_giou_4: 0.3993 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:08] d2.utils.events INFO: eta: 1 day, 4:12:20 iter: 88279 total_loss: 6.272 loss_ce: 0.369 loss_bbox: 0.1961 loss_giou: 0.3525 loss_ce_0: 0.5307 loss_bbox_0: 0.3424 loss_giou_0: 0.5367 loss_ce_1: 0.4513 loss_bbox_1: 0.2342 loss_giou_1: 0.4015 loss_ce_2: 0.4073 loss_bbox_2: 0.209 loss_giou_2: 0.3734 loss_ce_3: 0.3776 loss_bbox_3: 0.2065 loss_giou_3: 0.3588 loss_ce_4: 0.3745 loss_bbox_4: 0.1998 loss_giou_4: 0.3537 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:14] d2.utils.events INFO: eta: 1 day, 4:11:37 iter: 88299 total_loss: 6.25 loss_ce: 0.3543 loss_bbox: 0.1968 loss_giou: 0.3646 loss_ce_0: 0.555 loss_bbox_0: 0.3208 loss_giou_0: 0.5788 loss_ce_1: 0.4417 loss_bbox_1: 0.2262 loss_giou_1: 0.4265 loss_ce_2: 0.3823 loss_bbox_2: 0.2058 loss_giou_2: 0.3892 loss_ce_3: 0.3595 loss_bbox_3: 0.197 loss_giou_3: 0.3747 loss_ce_4: 0.3543 loss_bbox_4: 0.1951 loss_giou_4: 0.3644 time: 0.2803 data_time: 0.0153 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:20] d2.utils.events INFO: eta: 1 day, 4:11:15 iter: 88319 total_loss: 6.564 loss_ce: 0.3568 loss_bbox: 0.2282 loss_giou: 0.3679 loss_ce_0: 0.5416 loss_bbox_0: 0.3587 loss_giou_0: 0.5547 loss_ce_1: 0.4532 loss_bbox_1: 0.261 loss_giou_1: 0.4133 loss_ce_2: 0.3878 loss_bbox_2: 0.242 loss_giou_2: 0.386 loss_ce_3: 0.3633 loss_bbox_3: 0.2319 loss_giou_3: 0.3771 loss_ce_4: 0.3577 loss_bbox_4: 0.2304 loss_giou_4: 0.3706 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:25] d2.utils.events INFO: eta: 1 day, 4:12:03 iter: 88339 total_loss: 5.987 loss_ce: 0.3338 loss_bbox: 0.2105 loss_giou: 0.3565 loss_ce_0: 0.5296 loss_bbox_0: 0.3346 loss_giou_0: 0.5513 loss_ce_1: 0.4272 loss_bbox_1: 0.2356 loss_giou_1: 0.3967 loss_ce_2: 0.354 loss_bbox_2: 0.2243 loss_giou_2: 0.37 loss_ce_3: 0.3389 loss_bbox_3: 0.2192 loss_giou_3: 0.3593 loss_ce_4: 0.3302 loss_bbox_4: 0.2148 loss_giou_4: 0.3591 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:31] d2.utils.events INFO: eta: 1 day, 4:11:32 iter: 88359 total_loss: 6.269 loss_ce: 0.359 loss_bbox: 0.2168 loss_giou: 0.3622 loss_ce_0: 0.5499 loss_bbox_0: 0.3464 loss_giou_0: 0.547 loss_ce_1: 0.4505 loss_bbox_1: 0.2496 loss_giou_1: 0.4153 loss_ce_2: 0.3867 loss_bbox_2: 0.2255 loss_giou_2: 0.3778 loss_ce_3: 0.3588 loss_bbox_3: 0.2229 loss_giou_3: 0.3706 loss_ce_4: 0.3548 loss_bbox_4: 0.2176 loss_giou_4: 0.3591 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:37] d2.utils.events INFO: eta: 1 day, 4:11:13 iter: 88379 total_loss: 6.289 loss_ce: 0.3566 loss_bbox: 0.1986 loss_giou: 0.3667 loss_ce_0: 0.5237 loss_bbox_0: 0.3412 loss_giou_0: 0.5678 loss_ce_1: 0.4154 loss_bbox_1: 0.2295 loss_giou_1: 0.4314 loss_ce_2: 0.3821 loss_bbox_2: 0.2079 loss_giou_2: 0.3857 loss_ce_3: 0.3593 loss_bbox_3: 0.1999 loss_giou_3: 0.3758 loss_ce_4: 0.3476 loss_bbox_4: 0.2008 loss_giou_4: 0.3731 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:43] d2.utils.events INFO: eta: 1 day, 4:09:24 iter: 88399 total_loss: 6.686 loss_ce: 0.3829 loss_bbox: 0.217 loss_giou: 0.4062 loss_ce_0: 0.555 loss_bbox_0: 0.3589 loss_giou_0: 0.5927 loss_ce_1: 0.4472 loss_bbox_1: 0.2539 loss_giou_1: 0.4565 loss_ce_2: 0.3996 loss_bbox_2: 0.2284 loss_giou_2: 0.426 loss_ce_3: 0.3819 loss_bbox_3: 0.2197 loss_giou_3: 0.4157 loss_ce_4: 0.3792 loss_bbox_4: 0.2164 loss_giou_4: 0.4093 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:48] d2.utils.events INFO: eta: 1 day, 4:08:21 iter: 88419 total_loss: 6.593 loss_ce: 0.36 loss_bbox: 0.198 loss_giou: 0.3824 loss_ce_0: 0.5666 loss_bbox_0: 0.3368 loss_giou_0: 0.5633 loss_ce_1: 0.4498 loss_bbox_1: 0.2343 loss_giou_1: 0.439 loss_ce_2: 0.3899 loss_bbox_2: 0.211 loss_giou_2: 0.3988 loss_ce_3: 0.3685 loss_bbox_3: 0.2003 loss_giou_3: 0.3909 loss_ce_4: 0.364 loss_bbox_4: 0.196 loss_giou_4: 0.3861 time: 0.2803 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:54] d2.utils.events INFO: eta: 1 day, 4:08:04 iter: 88439 total_loss: 6.188 loss_ce: 0.3385 loss_bbox: 0.194 loss_giou: 0.3579 loss_ce_0: 0.533 loss_bbox_0: 0.3472 loss_giou_0: 0.5395 loss_ce_1: 0.4404 loss_bbox_1: 0.2362 loss_giou_1: 0.408 loss_ce_2: 0.3771 loss_bbox_2: 0.2094 loss_giou_2: 0.3727 loss_ce_3: 0.3417 loss_bbox_3: 0.2033 loss_giou_3: 0.363 loss_ce_4: 0.3396 loss_bbox_4: 0.1943 loss_giou_4: 0.3603 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 20:24:59] d2.utils.events INFO: eta: 1 day, 4:07:35 iter: 88459 total_loss: 6.2 loss_ce: 0.3345 loss_bbox: 0.2032 loss_giou: 0.3552 loss_ce_0: 0.5397 loss_bbox_0: 0.3361 loss_giou_0: 0.5387 loss_ce_1: 0.4224 loss_bbox_1: 0.2412 loss_giou_1: 0.4035 loss_ce_2: 0.372 loss_bbox_2: 0.2127 loss_giou_2: 0.371 loss_ce_3: 0.3499 loss_bbox_3: 0.2085 loss_giou_3: 0.3616 loss_ce_4: 0.3351 loss_bbox_4: 0.2009 loss_giou_4: 0.3573 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:05] d2.utils.events INFO: eta: 1 day, 4:07:41 iter: 88479 total_loss: 6.477 loss_ce: 0.3748 loss_bbox: 0.2184 loss_giou: 0.3594 loss_ce_0: 0.5485 loss_bbox_0: 0.3667 loss_giou_0: 0.5342 loss_ce_1: 0.4594 loss_bbox_1: 0.2687 loss_giou_1: 0.4188 loss_ce_2: 0.4039 loss_bbox_2: 0.2365 loss_giou_2: 0.3796 loss_ce_3: 0.3833 loss_bbox_3: 0.2274 loss_giou_3: 0.3652 loss_ce_4: 0.3707 loss_bbox_4: 0.2191 loss_giou_4: 0.362 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:11] d2.utils.events INFO: eta: 1 day, 4:07:55 iter: 88499 total_loss: 6.56 loss_ce: 0.3679 loss_bbox: 0.2215 loss_giou: 0.379 loss_ce_0: 0.5642 loss_bbox_0: 0.3453 loss_giou_0: 0.5971 loss_ce_1: 0.4599 loss_bbox_1: 0.2534 loss_giou_1: 0.4321 loss_ce_2: 0.3959 loss_bbox_2: 0.2344 loss_giou_2: 0.3971 loss_ce_3: 0.3761 loss_bbox_3: 0.2284 loss_giou_3: 0.3881 loss_ce_4: 0.3725 loss_bbox_4: 0.2243 loss_giou_4: 0.3823 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:16] d2.utils.events INFO: eta: 1 day, 4:07:49 iter: 88519 total_loss: 6.684 loss_ce: 0.3846 loss_bbox: 0.2226 loss_giou: 0.3891 loss_ce_0: 0.5652 loss_bbox_0: 0.3558 loss_giou_0: 0.5734 loss_ce_1: 0.4625 loss_bbox_1: 0.2578 loss_giou_1: 0.4371 loss_ce_2: 0.4199 loss_bbox_2: 0.2291 loss_giou_2: 0.3965 loss_ce_3: 0.3962 loss_bbox_3: 0.2286 loss_giou_3: 0.3884 loss_ce_4: 0.3797 loss_bbox_4: 0.2231 loss_giou_4: 0.3898 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:22] d2.utils.events INFO: eta: 1 day, 4:08:20 iter: 88539 total_loss: 6.642 loss_ce: 0.376 loss_bbox: 0.2288 loss_giou: 0.3721 loss_ce_0: 0.5689 loss_bbox_0: 0.372 loss_giou_0: 0.5534 loss_ce_1: 0.4795 loss_bbox_1: 0.2617 loss_giou_1: 0.4141 loss_ce_2: 0.4065 loss_bbox_2: 0.237 loss_giou_2: 0.3857 loss_ce_3: 0.394 loss_bbox_3: 0.2291 loss_giou_3: 0.3768 loss_ce_4: 0.372 loss_bbox_4: 0.2294 loss_giou_4: 0.3733 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:28] d2.utils.events INFO: eta: 1 day, 4:08:46 iter: 88559 total_loss: 6.17 loss_ce: 0.3377 loss_bbox: 0.2215 loss_giou: 0.3394 loss_ce_0: 0.5387 loss_bbox_0: 0.3623 loss_giou_0: 0.5283 loss_ce_1: 0.4514 loss_bbox_1: 0.2498 loss_giou_1: 0.3935 loss_ce_2: 0.3766 loss_bbox_2: 0.231 loss_giou_2: 0.3571 loss_ce_3: 0.3494 loss_bbox_3: 0.2266 loss_giou_3: 0.3452 loss_ce_4: 0.3437 loss_bbox_4: 0.2133 loss_giou_4: 0.3384 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:34] d2.utils.events INFO: eta: 1 day, 4:08:33 iter: 88579 total_loss: 6.149 loss_ce: 0.3357 loss_bbox: 0.2112 loss_giou: 0.3524 loss_ce_0: 0.5244 loss_bbox_0: 0.3445 loss_giou_0: 0.554 loss_ce_1: 0.4258 loss_bbox_1: 0.246 loss_giou_1: 0.4126 loss_ce_2: 0.3672 loss_bbox_2: 0.2259 loss_giou_2: 0.3713 loss_ce_3: 0.3368 loss_bbox_3: 0.2185 loss_giou_3: 0.3571 loss_ce_4: 0.3312 loss_bbox_4: 0.2167 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:39] d2.utils.events INFO: eta: 1 day, 4:08:34 iter: 88599 total_loss: 6.56 loss_ce: 0.3463 loss_bbox: 0.2243 loss_giou: 0.369 loss_ce_0: 0.5249 loss_bbox_0: 0.3543 loss_giou_0: 0.5598 loss_ce_1: 0.432 loss_bbox_1: 0.2557 loss_giou_1: 0.4202 loss_ce_2: 0.3823 loss_bbox_2: 0.2307 loss_giou_2: 0.3884 loss_ce_3: 0.351 loss_bbox_3: 0.2213 loss_giou_3: 0.3626 loss_ce_4: 0.3483 loss_bbox_4: 0.2161 loss_giou_4: 0.3634 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:45] d2.utils.events INFO: eta: 1 day, 4:08:15 iter: 88619 total_loss: 6.514 loss_ce: 0.342 loss_bbox: 0.2246 loss_giou: 0.3823 loss_ce_0: 0.5557 loss_bbox_0: 0.3546 loss_giou_0: 0.5591 loss_ce_1: 0.4559 loss_bbox_1: 0.2638 loss_giou_1: 0.4291 loss_ce_2: 0.377 loss_bbox_2: 0.238 loss_giou_2: 0.3993 loss_ce_3: 0.3549 loss_bbox_3: 0.2294 loss_giou_3: 0.3876 loss_ce_4: 0.3418 loss_bbox_4: 0.2251 loss_giou_4: 0.3833 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:51] d2.utils.events INFO: eta: 1 day, 4:07:26 iter: 88639 total_loss: 6.457 loss_ce: 0.3594 loss_bbox: 0.1986 loss_giou: 0.3688 loss_ce_0: 0.5397 loss_bbox_0: 0.3387 loss_giou_0: 0.5722 loss_ce_1: 0.448 loss_bbox_1: 0.2327 loss_giou_1: 0.4278 loss_ce_2: 0.3846 loss_bbox_2: 0.2122 loss_giou_2: 0.3924 loss_ce_3: 0.3638 loss_bbox_3: 0.2038 loss_giou_3: 0.3745 loss_ce_4: 0.3578 loss_bbox_4: 0.198 loss_giou_4: 0.3733 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 20:25:56] d2.utils.events INFO: eta: 1 day, 4:06:56 iter: 88659 total_loss: 6.502 loss_ce: 0.3761 loss_bbox: 0.2221 loss_giou: 0.3877 loss_ce_0: 0.5648 loss_bbox_0: 0.3662 loss_giou_0: 0.5828 loss_ce_1: 0.4655 loss_bbox_1: 0.2575 loss_giou_1: 0.4397 loss_ce_2: 0.4015 loss_bbox_2: 0.2314 loss_giou_2: 0.4006 loss_ce_3: 0.3736 loss_bbox_3: 0.2248 loss_giou_3: 0.3908 loss_ce_4: 0.3687 loss_bbox_4: 0.2238 loss_giou_4: 0.3898 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:02] d2.utils.events INFO: eta: 1 day, 4:06:56 iter: 88679 total_loss: 6.49 loss_ce: 0.387 loss_bbox: 0.2054 loss_giou: 0.3569 loss_ce_0: 0.5677 loss_bbox_0: 0.3579 loss_giou_0: 0.5378 loss_ce_1: 0.4744 loss_bbox_1: 0.2389 loss_giou_1: 0.4058 loss_ce_2: 0.4101 loss_bbox_2: 0.2159 loss_giou_2: 0.3685 loss_ce_3: 0.3916 loss_bbox_3: 0.2074 loss_giou_3: 0.3652 loss_ce_4: 0.3921 loss_bbox_4: 0.2037 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:08] d2.utils.events INFO: eta: 1 day, 4:08:06 iter: 88699 total_loss: 6.338 loss_ce: 0.3375 loss_bbox: 0.2143 loss_giou: 0.3728 loss_ce_0: 0.5493 loss_bbox_0: 0.3595 loss_giou_0: 0.5718 loss_ce_1: 0.4414 loss_bbox_1: 0.2495 loss_giou_1: 0.4237 loss_ce_2: 0.3742 loss_bbox_2: 0.2249 loss_giou_2: 0.3894 loss_ce_3: 0.3452 loss_bbox_3: 0.2255 loss_giou_3: 0.3848 loss_ce_4: 0.3353 loss_bbox_4: 0.2197 loss_giou_4: 0.3705 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:13] d2.utils.events INFO: eta: 1 day, 4:07:21 iter: 88719 total_loss: 6.552 loss_ce: 0.3593 loss_bbox: 0.2171 loss_giou: 0.3667 loss_ce_0: 0.5536 loss_bbox_0: 0.3604 loss_giou_0: 0.5557 loss_ce_1: 0.4556 loss_bbox_1: 0.2454 loss_giou_1: 0.4189 loss_ce_2: 0.3779 loss_bbox_2: 0.2262 loss_giou_2: 0.3812 loss_ce_3: 0.3633 loss_bbox_3: 0.2193 loss_giou_3: 0.3753 loss_ce_4: 0.3593 loss_bbox_4: 0.2184 loss_giou_4: 0.3707 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:19] d2.utils.events INFO: eta: 1 day, 4:06:51 iter: 88739 total_loss: 6.294 loss_ce: 0.338 loss_bbox: 0.221 loss_giou: 0.3834 loss_ce_0: 0.5331 loss_bbox_0: 0.3563 loss_giou_0: 0.5504 loss_ce_1: 0.4449 loss_bbox_1: 0.2507 loss_giou_1: 0.4293 loss_ce_2: 0.3802 loss_bbox_2: 0.2234 loss_giou_2: 0.3968 loss_ce_3: 0.3527 loss_bbox_3: 0.2208 loss_giou_3: 0.3867 loss_ce_4: 0.3403 loss_bbox_4: 0.2257 loss_giou_4: 0.3835 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:25] d2.utils.events INFO: eta: 1 day, 4:07:38 iter: 88759 total_loss: 6.28 loss_ce: 0.3449 loss_bbox: 0.2046 loss_giou: 0.3564 loss_ce_0: 0.5261 loss_bbox_0: 0.3311 loss_giou_0: 0.5484 loss_ce_1: 0.4489 loss_bbox_1: 0.2335 loss_giou_1: 0.406 loss_ce_2: 0.3833 loss_bbox_2: 0.2146 loss_giou_2: 0.3759 loss_ce_3: 0.3634 loss_bbox_3: 0.2024 loss_giou_3: 0.3626 loss_ce_4: 0.3445 loss_bbox_4: 0.2065 loss_giou_4: 0.3579 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:30] d2.utils.events INFO: eta: 1 day, 4:07:09 iter: 88779 total_loss: 6.217 loss_ce: 0.3481 loss_bbox: 0.1991 loss_giou: 0.3466 loss_ce_0: 0.5403 loss_bbox_0: 0.3348 loss_giou_0: 0.5413 loss_ce_1: 0.4465 loss_bbox_1: 0.2393 loss_giou_1: 0.3981 loss_ce_2: 0.3723 loss_bbox_2: 0.2202 loss_giou_2: 0.3642 loss_ce_3: 0.3498 loss_bbox_3: 0.2095 loss_giou_3: 0.3568 loss_ce_4: 0.3432 loss_bbox_4: 0.2017 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:36] d2.utils.events INFO: eta: 1 day, 4:06:44 iter: 88799 total_loss: 6.346 loss_ce: 0.3453 loss_bbox: 0.2164 loss_giou: 0.3594 loss_ce_0: 0.5307 loss_bbox_0: 0.3616 loss_giou_0: 0.554 loss_ce_1: 0.4487 loss_bbox_1: 0.2529 loss_giou_1: 0.4002 loss_ce_2: 0.3853 loss_bbox_2: 0.2324 loss_giou_2: 0.375 loss_ce_3: 0.3497 loss_bbox_3: 0.2255 loss_giou_3: 0.3654 loss_ce_4: 0.3455 loss_bbox_4: 0.2194 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:42] d2.utils.events INFO: eta: 1 day, 4:08:05 iter: 88819 total_loss: 6.319 loss_ce: 0.3499 loss_bbox: 0.2081 loss_giou: 0.3621 loss_ce_0: 0.5378 loss_bbox_0: 0.3619 loss_giou_0: 0.5736 loss_ce_1: 0.4359 loss_bbox_1: 0.2427 loss_giou_1: 0.4259 loss_ce_2: 0.3734 loss_bbox_2: 0.2227 loss_giou_2: 0.3833 loss_ce_3: 0.3515 loss_bbox_3: 0.2148 loss_giou_3: 0.3725 loss_ce_4: 0.3525 loss_bbox_4: 0.2066 loss_giou_4: 0.3645 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:48] d2.utils.events INFO: eta: 1 day, 4:08:12 iter: 88839 total_loss: 6.396 loss_ce: 0.34 loss_bbox: 0.2118 loss_giou: 0.3443 loss_ce_0: 0.532 loss_bbox_0: 0.3499 loss_giou_0: 0.5332 loss_ce_1: 0.4258 loss_bbox_1: 0.2467 loss_giou_1: 0.3989 loss_ce_2: 0.3731 loss_bbox_2: 0.2306 loss_giou_2: 0.3728 loss_ce_3: 0.3565 loss_bbox_3: 0.2166 loss_giou_3: 0.3501 loss_ce_4: 0.3403 loss_bbox_4: 0.2136 loss_giou_4: 0.3489 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:53] d2.utils.events INFO: eta: 1 day, 4:08:52 iter: 88859 total_loss: 6.305 loss_ce: 0.3466 loss_bbox: 0.2116 loss_giou: 0.3585 loss_ce_0: 0.552 loss_bbox_0: 0.3563 loss_giou_0: 0.5221 loss_ce_1: 0.4415 loss_bbox_1: 0.2388 loss_giou_1: 0.3889 loss_ce_2: 0.3891 loss_bbox_2: 0.2175 loss_giou_2: 0.3639 loss_ce_3: 0.3668 loss_bbox_3: 0.2136 loss_giou_3: 0.3526 loss_ce_4: 0.3454 loss_bbox_4: 0.2116 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 20:26:59] d2.utils.events INFO: eta: 1 day, 4:08:52 iter: 88879 total_loss: 6.228 loss_ce: 0.3353 loss_bbox: 0.2074 loss_giou: 0.3562 loss_ce_0: 0.5169 loss_bbox_0: 0.3404 loss_giou_0: 0.5591 loss_ce_1: 0.4269 loss_bbox_1: 0.2303 loss_giou_1: 0.3963 loss_ce_2: 0.3708 loss_bbox_2: 0.2134 loss_giou_2: 0.3654 loss_ce_3: 0.3444 loss_bbox_3: 0.2081 loss_giou_3: 0.3644 loss_ce_4: 0.335 loss_bbox_4: 0.2056 loss_giou_4: 0.3613 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:05] d2.utils.events INFO: eta: 1 day, 4:08:53 iter: 88899 total_loss: 6.364 loss_ce: 0.3463 loss_bbox: 0.1965 loss_giou: 0.3594 loss_ce_0: 0.5517 loss_bbox_0: 0.3486 loss_giou_0: 0.5457 loss_ce_1: 0.4358 loss_bbox_1: 0.2357 loss_giou_1: 0.4216 loss_ce_2: 0.3674 loss_bbox_2: 0.2077 loss_giou_2: 0.3829 loss_ce_3: 0.3462 loss_bbox_3: 0.1967 loss_giou_3: 0.3636 loss_ce_4: 0.34 loss_bbox_4: 0.1936 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:10] d2.utils.events INFO: eta: 1 day, 4:08:47 iter: 88919 total_loss: 6.083 loss_ce: 0.3252 loss_bbox: 0.2057 loss_giou: 0.3605 loss_ce_0: 0.5343 loss_bbox_0: 0.3586 loss_giou_0: 0.5481 loss_ce_1: 0.4381 loss_bbox_1: 0.245 loss_giou_1: 0.4103 loss_ce_2: 0.3716 loss_bbox_2: 0.2224 loss_giou_2: 0.3804 loss_ce_3: 0.3378 loss_bbox_3: 0.2152 loss_giou_3: 0.3718 loss_ce_4: 0.3274 loss_bbox_4: 0.2089 loss_giou_4: 0.3651 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:16] d2.utils.events INFO: eta: 1 day, 4:08:44 iter: 88939 total_loss: 6.63 loss_ce: 0.3361 loss_bbox: 0.2096 loss_giou: 0.4129 loss_ce_0: 0.5239 loss_bbox_0: 0.3518 loss_giou_0: 0.6186 loss_ce_1: 0.4315 loss_bbox_1: 0.2402 loss_giou_1: 0.4697 loss_ce_2: 0.3594 loss_bbox_2: 0.2231 loss_giou_2: 0.4348 loss_ce_3: 0.3342 loss_bbox_3: 0.2156 loss_giou_3: 0.4177 loss_ce_4: 0.3422 loss_bbox_4: 0.2081 loss_giou_4: 0.4166 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:22] d2.utils.events INFO: eta: 1 day, 4:08:50 iter: 88959 total_loss: 6.054 loss_ce: 0.3184 loss_bbox: 0.196 loss_giou: 0.3642 loss_ce_0: 0.5125 loss_bbox_0: 0.3276 loss_giou_0: 0.5614 loss_ce_1: 0.4113 loss_bbox_1: 0.2274 loss_giou_1: 0.4142 loss_ce_2: 0.3573 loss_bbox_2: 0.2081 loss_giou_2: 0.3829 loss_ce_3: 0.3202 loss_bbox_3: 0.1998 loss_giou_3: 0.3729 loss_ce_4: 0.3142 loss_bbox_4: 0.196 loss_giou_4: 0.3651 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:28] d2.utils.events INFO: eta: 1 day, 4:08:23 iter: 88979 total_loss: 6.359 loss_ce: 0.3474 loss_bbox: 0.2081 loss_giou: 0.3694 loss_ce_0: 0.5359 loss_bbox_0: 0.3489 loss_giou_0: 0.5836 loss_ce_1: 0.4382 loss_bbox_1: 0.246 loss_giou_1: 0.4207 loss_ce_2: 0.3781 loss_bbox_2: 0.217 loss_giou_2: 0.3865 loss_ce_3: 0.3469 loss_bbox_3: 0.2136 loss_giou_3: 0.3771 loss_ce_4: 0.3428 loss_bbox_4: 0.2099 loss_giou_4: 0.3768 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:33] d2.utils.events INFO: eta: 1 day, 4:09:08 iter: 88999 total_loss: 6.398 loss_ce: 0.3671 loss_bbox: 0.2089 loss_giou: 0.3585 loss_ce_0: 0.5664 loss_bbox_0: 0.3582 loss_giou_0: 0.5413 loss_ce_1: 0.4624 loss_bbox_1: 0.2435 loss_giou_1: 0.4037 loss_ce_2: 0.4047 loss_bbox_2: 0.2193 loss_giou_2: 0.3752 loss_ce_3: 0.3895 loss_bbox_3: 0.2102 loss_giou_3: 0.3639 loss_ce_4: 0.3804 loss_bbox_4: 0.2081 loss_giou_4: 0.3584 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:39] d2.utils.events INFO: eta: 1 day, 4:09:02 iter: 89019 total_loss: 6.306 loss_ce: 0.3352 loss_bbox: 0.2049 loss_giou: 0.3666 loss_ce_0: 0.5335 loss_bbox_0: 0.3367 loss_giou_0: 0.553 loss_ce_1: 0.4319 loss_bbox_1: 0.2331 loss_giou_1: 0.4128 loss_ce_2: 0.365 loss_bbox_2: 0.2146 loss_giou_2: 0.3846 loss_ce_3: 0.3406 loss_bbox_3: 0.2149 loss_giou_3: 0.3716 loss_ce_4: 0.3299 loss_bbox_4: 0.2085 loss_giou_4: 0.3704 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:45] d2.utils.events INFO: eta: 1 day, 4:09:07 iter: 89039 total_loss: 6.208 loss_ce: 0.3333 loss_bbox: 0.2154 loss_giou: 0.378 loss_ce_0: 0.5304 loss_bbox_0: 0.3645 loss_giou_0: 0.5943 loss_ce_1: 0.4362 loss_bbox_1: 0.2535 loss_giou_1: 0.4397 loss_ce_2: 0.3689 loss_bbox_2: 0.2299 loss_giou_2: 0.3978 loss_ce_3: 0.3437 loss_bbox_3: 0.2208 loss_giou_3: 0.3874 loss_ce_4: 0.3322 loss_bbox_4: 0.218 loss_giou_4: 0.379 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:50] d2.utils.events INFO: eta: 1 day, 4:09:01 iter: 89059 total_loss: 6.668 loss_ce: 0.3571 loss_bbox: 0.2148 loss_giou: 0.3907 loss_ce_0: 0.5448 loss_bbox_0: 0.3638 loss_giou_0: 0.5851 loss_ce_1: 0.4576 loss_bbox_1: 0.2579 loss_giou_1: 0.4372 loss_ce_2: 0.4016 loss_bbox_2: 0.2268 loss_giou_2: 0.4008 loss_ce_3: 0.3735 loss_bbox_3: 0.2206 loss_giou_3: 0.3937 loss_ce_4: 0.3602 loss_bbox_4: 0.2172 loss_giou_4: 0.3956 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 20:27:56] d2.utils.events INFO: eta: 1 day, 4:08:56 iter: 89079 total_loss: 6.161 loss_ce: 0.3395 loss_bbox: 0.2007 loss_giou: 0.3413 loss_ce_0: 0.5302 loss_bbox_0: 0.347 loss_giou_0: 0.5253 loss_ce_1: 0.4307 loss_bbox_1: 0.2342 loss_giou_1: 0.3809 loss_ce_2: 0.367 loss_bbox_2: 0.211 loss_giou_2: 0.358 loss_ce_3: 0.3457 loss_bbox_3: 0.2036 loss_giou_3: 0.3431 loss_ce_4: 0.3381 loss_bbox_4: 0.2017 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:02] d2.utils.events INFO: eta: 1 day, 4:08:51 iter: 89099 total_loss: 6.348 loss_ce: 0.3361 loss_bbox: 0.2138 loss_giou: 0.3551 loss_ce_0: 0.5486 loss_bbox_0: 0.3495 loss_giou_0: 0.5614 loss_ce_1: 0.4305 loss_bbox_1: 0.2424 loss_giou_1: 0.4145 loss_ce_2: 0.3636 loss_bbox_2: 0.227 loss_giou_2: 0.3724 loss_ce_3: 0.345 loss_bbox_3: 0.2207 loss_giou_3: 0.3572 loss_ce_4: 0.3327 loss_bbox_4: 0.2166 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:07] d2.utils.events INFO: eta: 1 day, 4:08:48 iter: 89119 total_loss: 6.561 loss_ce: 0.3423 loss_bbox: 0.2124 loss_giou: 0.3962 loss_ce_0: 0.5401 loss_bbox_0: 0.3653 loss_giou_0: 0.6038 loss_ce_1: 0.4416 loss_bbox_1: 0.2536 loss_giou_1: 0.4463 loss_ce_2: 0.3783 loss_bbox_2: 0.2314 loss_giou_2: 0.4118 loss_ce_3: 0.3539 loss_bbox_3: 0.2187 loss_giou_3: 0.4009 loss_ce_4: 0.3448 loss_bbox_4: 0.2138 loss_giou_4: 0.3975 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:13] d2.utils.events INFO: eta: 1 day, 4:08:34 iter: 89139 total_loss: 6.691 loss_ce: 0.3755 loss_bbox: 0.2056 loss_giou: 0.3839 loss_ce_0: 0.5638 loss_bbox_0: 0.3535 loss_giou_0: 0.5918 loss_ce_1: 0.4634 loss_bbox_1: 0.2499 loss_giou_1: 0.4493 loss_ce_2: 0.4067 loss_bbox_2: 0.2212 loss_giou_2: 0.4096 loss_ce_3: 0.3794 loss_bbox_3: 0.2237 loss_giou_3: 0.3983 loss_ce_4: 0.3688 loss_bbox_4: 0.2069 loss_giou_4: 0.3913 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:19] d2.utils.events INFO: eta: 1 day, 4:08:21 iter: 89159 total_loss: 6.497 loss_ce: 0.3538 loss_bbox: 0.2161 loss_giou: 0.3685 loss_ce_0: 0.5496 loss_bbox_0: 0.3648 loss_giou_0: 0.5702 loss_ce_1: 0.4514 loss_bbox_1: 0.2564 loss_giou_1: 0.417 loss_ce_2: 0.3882 loss_bbox_2: 0.2312 loss_giou_2: 0.3823 loss_ce_3: 0.3662 loss_bbox_3: 0.2242 loss_giou_3: 0.3752 loss_ce_4: 0.3572 loss_bbox_4: 0.2184 loss_giou_4: 0.3707 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:24] d2.utils.events INFO: eta: 1 day, 4:08:31 iter: 89179 total_loss: 6.568 loss_ce: 0.3405 loss_bbox: 0.2075 loss_giou: 0.3808 loss_ce_0: 0.5316 loss_bbox_0: 0.3531 loss_giou_0: 0.5883 loss_ce_1: 0.4353 loss_bbox_1: 0.2486 loss_giou_1: 0.4343 loss_ce_2: 0.379 loss_bbox_2: 0.2178 loss_giou_2: 0.4026 loss_ce_3: 0.3485 loss_bbox_3: 0.2121 loss_giou_3: 0.3859 loss_ce_4: 0.3434 loss_bbox_4: 0.2101 loss_giou_4: 0.3852 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:30] d2.utils.events INFO: eta: 1 day, 4:08:25 iter: 89199 total_loss: 6.232 loss_ce: 0.3536 loss_bbox: 0.2066 loss_giou: 0.3656 loss_ce_0: 0.5273 loss_bbox_0: 0.3442 loss_giou_0: 0.5488 loss_ce_1: 0.4297 loss_bbox_1: 0.2351 loss_giou_1: 0.4019 loss_ce_2: 0.3905 loss_bbox_2: 0.2157 loss_giou_2: 0.3833 loss_ce_3: 0.3686 loss_bbox_3: 0.2094 loss_giou_3: 0.3746 loss_ce_4: 0.3625 loss_bbox_4: 0.2069 loss_giou_4: 0.3673 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:36] d2.utils.events INFO: eta: 1 day, 4:08:29 iter: 89219 total_loss: 6.195 loss_ce: 0.3319 loss_bbox: 0.223 loss_giou: 0.3455 loss_ce_0: 0.5546 loss_bbox_0: 0.3621 loss_giou_0: 0.5177 loss_ce_1: 0.4345 loss_bbox_1: 0.2588 loss_giou_1: 0.3972 loss_ce_2: 0.378 loss_bbox_2: 0.2358 loss_giou_2: 0.3649 loss_ce_3: 0.3423 loss_bbox_3: 0.2293 loss_giou_3: 0.357 loss_ce_4: 0.3357 loss_bbox_4: 0.2273 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:41] d2.utils.events INFO: eta: 1 day, 4:08:11 iter: 89239 total_loss: 6.612 loss_ce: 0.3461 loss_bbox: 0.208 loss_giou: 0.3773 loss_ce_0: 0.5414 loss_bbox_0: 0.3615 loss_giou_0: 0.5815 loss_ce_1: 0.4303 loss_bbox_1: 0.2388 loss_giou_1: 0.4355 loss_ce_2: 0.382 loss_bbox_2: 0.2198 loss_giou_2: 0.4013 loss_ce_3: 0.3497 loss_bbox_3: 0.2121 loss_giou_3: 0.39 loss_ce_4: 0.3455 loss_bbox_4: 0.2103 loss_giou_4: 0.3829 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:47] d2.utils.events INFO: eta: 1 day, 4:08:05 iter: 89259 total_loss: 6.382 loss_ce: 0.3396 loss_bbox: 0.2236 loss_giou: 0.3718 loss_ce_0: 0.553 loss_bbox_0: 0.3573 loss_giou_0: 0.5658 loss_ce_1: 0.4473 loss_bbox_1: 0.2564 loss_giou_1: 0.4237 loss_ce_2: 0.3736 loss_bbox_2: 0.228 loss_giou_2: 0.3826 loss_ce_3: 0.3461 loss_bbox_3: 0.2293 loss_giou_3: 0.3711 loss_ce_4: 0.3428 loss_bbox_4: 0.2227 loss_giou_4: 0.373 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:53] d2.utils.events INFO: eta: 1 day, 4:07:36 iter: 89279 total_loss: 6.497 loss_ce: 0.3795 loss_bbox: 0.2196 loss_giou: 0.3743 loss_ce_0: 0.5524 loss_bbox_0: 0.3549 loss_giou_0: 0.5632 loss_ce_1: 0.4608 loss_bbox_1: 0.2596 loss_giou_1: 0.4246 loss_ce_2: 0.3986 loss_bbox_2: 0.233 loss_giou_2: 0.3956 loss_ce_3: 0.3722 loss_bbox_3: 0.2197 loss_giou_3: 0.3845 loss_ce_4: 0.3754 loss_bbox_4: 0.2198 loss_giou_4: 0.3831 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:28:58] d2.utils.events INFO: eta: 1 day, 4:07:27 iter: 89299 total_loss: 6.277 loss_ce: 0.327 loss_bbox: 0.2178 loss_giou: 0.3766 loss_ce_0: 0.5262 loss_bbox_0: 0.3515 loss_giou_0: 0.5558 loss_ce_1: 0.4291 loss_bbox_1: 0.2432 loss_giou_1: 0.4092 loss_ce_2: 0.3608 loss_bbox_2: 0.2292 loss_giou_2: 0.3908 loss_ce_3: 0.3377 loss_bbox_3: 0.2243 loss_giou_3: 0.3789 loss_ce_4: 0.3289 loss_bbox_4: 0.2189 loss_giou_4: 0.3757 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:04] d2.utils.events INFO: eta: 1 day, 4:07:21 iter: 89319 total_loss: 6.454 loss_ce: 0.3595 loss_bbox: 0.2071 loss_giou: 0.3531 loss_ce_0: 0.5416 loss_bbox_0: 0.3553 loss_giou_0: 0.553 loss_ce_1: 0.4414 loss_bbox_1: 0.2414 loss_giou_1: 0.4142 loss_ce_2: 0.3823 loss_bbox_2: 0.217 loss_giou_2: 0.3789 loss_ce_3: 0.3627 loss_bbox_3: 0.2172 loss_giou_3: 0.3667 loss_ce_4: 0.3551 loss_bbox_4: 0.2117 loss_giou_4: 0.3572 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:10] d2.utils.events INFO: eta: 1 day, 4:06:36 iter: 89339 total_loss: 6.277 loss_ce: 0.3409 loss_bbox: 0.2157 loss_giou: 0.3587 loss_ce_0: 0.5335 loss_bbox_0: 0.3459 loss_giou_0: 0.5509 loss_ce_1: 0.4387 loss_bbox_1: 0.2402 loss_giou_1: 0.4022 loss_ce_2: 0.3765 loss_bbox_2: 0.2198 loss_giou_2: 0.3775 loss_ce_3: 0.3513 loss_bbox_3: 0.2218 loss_giou_3: 0.3676 loss_ce_4: 0.3393 loss_bbox_4: 0.2189 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:15] d2.utils.events INFO: eta: 1 day, 4:06:26 iter: 89359 total_loss: 6.533 loss_ce: 0.3789 loss_bbox: 0.2055 loss_giou: 0.3793 loss_ce_0: 0.5549 loss_bbox_0: 0.3655 loss_giou_0: 0.5672 loss_ce_1: 0.4644 loss_bbox_1: 0.2479 loss_giou_1: 0.4279 loss_ce_2: 0.4022 loss_bbox_2: 0.2239 loss_giou_2: 0.3906 loss_ce_3: 0.3882 loss_bbox_3: 0.2117 loss_giou_3: 0.3797 loss_ce_4: 0.3765 loss_bbox_4: 0.2072 loss_giou_4: 0.3811 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:21] d2.utils.events INFO: eta: 1 day, 4:06:21 iter: 89379 total_loss: 6.176 loss_ce: 0.3372 loss_bbox: 0.2075 loss_giou: 0.3546 loss_ce_0: 0.5302 loss_bbox_0: 0.3513 loss_giou_0: 0.5221 loss_ce_1: 0.4344 loss_bbox_1: 0.2383 loss_giou_1: 0.3919 loss_ce_2: 0.3853 loss_bbox_2: 0.2174 loss_giou_2: 0.368 loss_ce_3: 0.3475 loss_bbox_3: 0.2121 loss_giou_3: 0.356 loss_ce_4: 0.3366 loss_bbox_4: 0.2107 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:27] d2.utils.events INFO: eta: 1 day, 4:06:57 iter: 89399 total_loss: 6.22 loss_ce: 0.3277 loss_bbox: 0.215 loss_giou: 0.3405 loss_ce_0: 0.5364 loss_bbox_0: 0.3696 loss_giou_0: 0.5158 loss_ce_1: 0.4288 loss_bbox_1: 0.2477 loss_giou_1: 0.3872 loss_ce_2: 0.3665 loss_bbox_2: 0.223 loss_giou_2: 0.3614 loss_ce_3: 0.3262 loss_bbox_3: 0.213 loss_giou_3: 0.3487 loss_ce_4: 0.3263 loss_bbox_4: 0.2154 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:32] d2.utils.events INFO: eta: 1 day, 4:07:03 iter: 89419 total_loss: 6.434 loss_ce: 0.3332 loss_bbox: 0.2038 loss_giou: 0.3771 loss_ce_0: 0.5244 loss_bbox_0: 0.3497 loss_giou_0: 0.5753 loss_ce_1: 0.4247 loss_bbox_1: 0.2374 loss_giou_1: 0.4272 loss_ce_2: 0.3632 loss_bbox_2: 0.214 loss_giou_2: 0.401 loss_ce_3: 0.3458 loss_bbox_3: 0.2085 loss_giou_3: 0.3881 loss_ce_4: 0.3373 loss_bbox_4: 0.2114 loss_giou_4: 0.3801 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:38] d2.utils.events INFO: eta: 1 day, 4:06:44 iter: 89439 total_loss: 6.464 loss_ce: 0.3647 loss_bbox: 0.2134 loss_giou: 0.3659 loss_ce_0: 0.5494 loss_bbox_0: 0.3525 loss_giou_0: 0.5613 loss_ce_1: 0.4444 loss_bbox_1: 0.2531 loss_giou_1: 0.4264 loss_ce_2: 0.3979 loss_bbox_2: 0.2287 loss_giou_2: 0.3819 loss_ce_3: 0.3657 loss_bbox_3: 0.2107 loss_giou_3: 0.3752 loss_ce_4: 0.3641 loss_bbox_4: 0.2166 loss_giou_4: 0.3694 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:44] d2.utils.events INFO: eta: 1 day, 4:06:59 iter: 89459 total_loss: 6.428 loss_ce: 0.3637 loss_bbox: 0.201 loss_giou: 0.3712 loss_ce_0: 0.5683 loss_bbox_0: 0.3501 loss_giou_0: 0.5838 loss_ce_1: 0.4793 loss_bbox_1: 0.2424 loss_giou_1: 0.4353 loss_ce_2: 0.4057 loss_bbox_2: 0.2202 loss_giou_2: 0.3856 loss_ce_3: 0.372 loss_bbox_3: 0.2107 loss_giou_3: 0.3742 loss_ce_4: 0.3635 loss_bbox_4: 0.2044 loss_giou_4: 0.3719 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:50] d2.utils.events INFO: eta: 1 day, 4:07:16 iter: 89479 total_loss: 6.422 loss_ce: 0.3593 loss_bbox: 0.2187 loss_giou: 0.3689 loss_ce_0: 0.5511 loss_bbox_0: 0.3592 loss_giou_0: 0.5712 loss_ce_1: 0.457 loss_bbox_1: 0.2514 loss_giou_1: 0.4404 loss_ce_2: 0.386 loss_bbox_2: 0.2255 loss_giou_2: 0.3926 loss_ce_3: 0.3685 loss_bbox_3: 0.2174 loss_giou_3: 0.3799 loss_ce_4: 0.3558 loss_bbox_4: 0.218 loss_giou_4: 0.377 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 20:29:55] d2.utils.events INFO: eta: 1 day, 4:07:43 iter: 89499 total_loss: 6.379 loss_ce: 0.338 loss_bbox: 0.2073 loss_giou: 0.3696 loss_ce_0: 0.5416 loss_bbox_0: 0.3412 loss_giou_0: 0.5571 loss_ce_1: 0.4294 loss_bbox_1: 0.2414 loss_giou_1: 0.4137 loss_ce_2: 0.3811 loss_bbox_2: 0.2175 loss_giou_2: 0.3841 loss_ce_3: 0.3498 loss_bbox_3: 0.2079 loss_giou_3: 0.3698 loss_ce_4: 0.3411 loss_bbox_4: 0.2088 loss_giou_4: 0.3704 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:01] d2.utils.events INFO: eta: 1 day, 4:06:55 iter: 89519 total_loss: 6.126 loss_ce: 0.3355 loss_bbox: 0.1891 loss_giou: 0.3637 loss_ce_0: 0.5429 loss_bbox_0: 0.3382 loss_giou_0: 0.5321 loss_ce_1: 0.4268 loss_bbox_1: 0.2198 loss_giou_1: 0.409 loss_ce_2: 0.3638 loss_bbox_2: 0.2001 loss_giou_2: 0.3859 loss_ce_3: 0.3405 loss_bbox_3: 0.1954 loss_giou_3: 0.3734 loss_ce_4: 0.3384 loss_bbox_4: 0.1884 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:07] d2.utils.events INFO: eta: 1 day, 4:06:42 iter: 89539 total_loss: 6.025 loss_ce: 0.3128 loss_bbox: 0.1954 loss_giou: 0.358 loss_ce_0: 0.5178 loss_bbox_0: 0.3352 loss_giou_0: 0.5523 loss_ce_1: 0.4163 loss_bbox_1: 0.2301 loss_giou_1: 0.4199 loss_ce_2: 0.3558 loss_bbox_2: 0.2037 loss_giou_2: 0.3775 loss_ce_3: 0.3249 loss_bbox_3: 0.2003 loss_giou_3: 0.3685 loss_ce_4: 0.3185 loss_bbox_4: 0.196 loss_giou_4: 0.3609 time: 0.2802 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:12] d2.utils.events INFO: eta: 1 day, 4:06:29 iter: 89559 total_loss: 6.392 loss_ce: 0.3607 loss_bbox: 0.1991 loss_giou: 0.3401 loss_ce_0: 0.5487 loss_bbox_0: 0.3506 loss_giou_0: 0.5408 loss_ce_1: 0.4464 loss_bbox_1: 0.2409 loss_giou_1: 0.3905 loss_ce_2: 0.4018 loss_bbox_2: 0.2131 loss_giou_2: 0.3585 loss_ce_3: 0.3686 loss_bbox_3: 0.2061 loss_giou_3: 0.351 loss_ce_4: 0.3606 loss_bbox_4: 0.2024 loss_giou_4: 0.3458 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:18] d2.utils.events INFO: eta: 1 day, 4:06:18 iter: 89579 total_loss: 6.282 loss_ce: 0.3305 loss_bbox: 0.2218 loss_giou: 0.3724 loss_ce_0: 0.5222 loss_bbox_0: 0.3653 loss_giou_0: 0.5903 loss_ce_1: 0.4229 loss_bbox_1: 0.2535 loss_giou_1: 0.4286 loss_ce_2: 0.3634 loss_bbox_2: 0.2329 loss_giou_2: 0.3965 loss_ce_3: 0.3396 loss_bbox_3: 0.2232 loss_giou_3: 0.3829 loss_ce_4: 0.3362 loss_bbox_4: 0.2204 loss_giou_4: 0.3737 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:24] d2.utils.events INFO: eta: 1 day, 4:06:12 iter: 89599 total_loss: 6.326 loss_ce: 0.3534 loss_bbox: 0.2157 loss_giou: 0.3664 loss_ce_0: 0.5441 loss_bbox_0: 0.3566 loss_giou_0: 0.5526 loss_ce_1: 0.446 loss_bbox_1: 0.2526 loss_giou_1: 0.4153 loss_ce_2: 0.3801 loss_bbox_2: 0.2287 loss_giou_2: 0.377 loss_ce_3: 0.3569 loss_bbox_3: 0.2171 loss_giou_3: 0.3677 loss_ce_4: 0.3579 loss_bbox_4: 0.2144 loss_giou_4: 0.3623 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:29] d2.utils.events INFO: eta: 1 day, 4:05:53 iter: 89619 total_loss: 6.206 loss_ce: 0.3302 loss_bbox: 0.2046 loss_giou: 0.3599 loss_ce_0: 0.5309 loss_bbox_0: 0.3484 loss_giou_0: 0.5734 loss_ce_1: 0.4291 loss_bbox_1: 0.2399 loss_giou_1: 0.4201 loss_ce_2: 0.3621 loss_bbox_2: 0.2172 loss_giou_2: 0.3726 loss_ce_3: 0.3435 loss_bbox_3: 0.2106 loss_giou_3: 0.3635 loss_ce_4: 0.3354 loss_bbox_4: 0.2056 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:35] d2.utils.events INFO: eta: 1 day, 4:05:12 iter: 89639 total_loss: 6.22 loss_ce: 0.3315 loss_bbox: 0.2116 loss_giou: 0.3618 loss_ce_0: 0.5164 loss_bbox_0: 0.3497 loss_giou_0: 0.5559 loss_ce_1: 0.4173 loss_bbox_1: 0.2473 loss_giou_1: 0.4164 loss_ce_2: 0.3735 loss_bbox_2: 0.2248 loss_giou_2: 0.3786 loss_ce_3: 0.3366 loss_bbox_3: 0.2209 loss_giou_3: 0.372 loss_ce_4: 0.335 loss_bbox_4: 0.215 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:40] d2.utils.events INFO: eta: 1 day, 4:04:25 iter: 89659 total_loss: 6.137 loss_ce: 0.3436 loss_bbox: 0.2042 loss_giou: 0.349 loss_ce_0: 0.5207 loss_bbox_0: 0.3432 loss_giou_0: 0.5425 loss_ce_1: 0.4305 loss_bbox_1: 0.2375 loss_giou_1: 0.3996 loss_ce_2: 0.3652 loss_bbox_2: 0.2219 loss_giou_2: 0.3711 loss_ce_3: 0.3398 loss_bbox_3: 0.2098 loss_giou_3: 0.3583 loss_ce_4: 0.347 loss_bbox_4: 0.2061 loss_giou_4: 0.3496 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:46] d2.utils.events INFO: eta: 1 day, 4:04:09 iter: 89679 total_loss: 6.299 loss_ce: 0.3601 loss_bbox: 0.2047 loss_giou: 0.3664 loss_ce_0: 0.5389 loss_bbox_0: 0.353 loss_giou_0: 0.5511 loss_ce_1: 0.4493 loss_bbox_1: 0.2395 loss_giou_1: 0.4054 loss_ce_2: 0.389 loss_bbox_2: 0.2182 loss_giou_2: 0.3796 loss_ce_3: 0.3611 loss_bbox_3: 0.2118 loss_giou_3: 0.3712 loss_ce_4: 0.3623 loss_bbox_4: 0.2084 loss_giou_4: 0.3677 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:52] d2.utils.events INFO: eta: 1 day, 4:04:06 iter: 89699 total_loss: 6.436 loss_ce: 0.348 loss_bbox: 0.2134 loss_giou: 0.3875 loss_ce_0: 0.5487 loss_bbox_0: 0.3476 loss_giou_0: 0.6098 loss_ce_1: 0.4358 loss_bbox_1: 0.2474 loss_giou_1: 0.4455 loss_ce_2: 0.3766 loss_bbox_2: 0.2255 loss_giou_2: 0.4057 loss_ce_3: 0.355 loss_bbox_3: 0.2123 loss_giou_3: 0.3985 loss_ce_4: 0.3563 loss_bbox_4: 0.2118 loss_giou_4: 0.3841 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 20:30:57] d2.utils.events INFO: eta: 1 day, 4:04:18 iter: 89719 total_loss: 6.394 loss_ce: 0.3486 loss_bbox: 0.2056 loss_giou: 0.3821 loss_ce_0: 0.5453 loss_bbox_0: 0.3688 loss_giou_0: 0.5851 loss_ce_1: 0.432 loss_bbox_1: 0.2488 loss_giou_1: 0.4429 loss_ce_2: 0.3726 loss_bbox_2: 0.2252 loss_giou_2: 0.4113 loss_ce_3: 0.362 loss_bbox_3: 0.2116 loss_giou_3: 0.3958 loss_ce_4: 0.348 loss_bbox_4: 0.203 loss_giou_4: 0.3867 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:03] d2.utils.events INFO: eta: 1 day, 4:03:59 iter: 89739 total_loss: 6.41 loss_ce: 0.3499 loss_bbox: 0.2278 loss_giou: 0.3769 loss_ce_0: 0.555 loss_bbox_0: 0.3496 loss_giou_0: 0.5759 loss_ce_1: 0.4403 loss_bbox_1: 0.2548 loss_giou_1: 0.4268 loss_ce_2: 0.3799 loss_bbox_2: 0.2293 loss_giou_2: 0.3887 loss_ce_3: 0.3541 loss_bbox_3: 0.2245 loss_giou_3: 0.3786 loss_ce_4: 0.3537 loss_bbox_4: 0.2315 loss_giou_4: 0.3785 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:09] d2.utils.events INFO: eta: 1 day, 4:03:53 iter: 89759 total_loss: 6.401 loss_ce: 0.3479 loss_bbox: 0.2292 loss_giou: 0.3748 loss_ce_0: 0.5447 loss_bbox_0: 0.3528 loss_giou_0: 0.581 loss_ce_1: 0.4389 loss_bbox_1: 0.2577 loss_giou_1: 0.4256 loss_ce_2: 0.3816 loss_bbox_2: 0.2303 loss_giou_2: 0.3954 loss_ce_3: 0.3638 loss_bbox_3: 0.229 loss_giou_3: 0.3749 loss_ce_4: 0.3527 loss_bbox_4: 0.2228 loss_giou_4: 0.3722 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:14] d2.utils.events INFO: eta: 1 day, 4:03:43 iter: 89779 total_loss: 6.202 loss_ce: 0.3449 loss_bbox: 0.2117 loss_giou: 0.3534 loss_ce_0: 0.5502 loss_bbox_0: 0.3547 loss_giou_0: 0.5515 loss_ce_1: 0.4488 loss_bbox_1: 0.2549 loss_giou_1: 0.4112 loss_ce_2: 0.3846 loss_bbox_2: 0.2237 loss_giou_2: 0.3661 loss_ce_3: 0.3457 loss_bbox_3: 0.2124 loss_giou_3: 0.3549 loss_ce_4: 0.3481 loss_bbox_4: 0.2106 loss_giou_4: 0.3503 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:20] d2.utils.events INFO: eta: 1 day, 4:04:09 iter: 89799 total_loss: 6.427 loss_ce: 0.3578 loss_bbox: 0.2018 loss_giou: 0.3565 loss_ce_0: 0.5411 loss_bbox_0: 0.3419 loss_giou_0: 0.539 loss_ce_1: 0.4542 loss_bbox_1: 0.2399 loss_giou_1: 0.4031 loss_ce_2: 0.3899 loss_bbox_2: 0.2178 loss_giou_2: 0.3745 loss_ce_3: 0.3695 loss_bbox_3: 0.2047 loss_giou_3: 0.3522 loss_ce_4: 0.3658 loss_bbox_4: 0.2023 loss_giou_4: 0.3533 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:26] d2.utils.events INFO: eta: 1 day, 4:03:37 iter: 89819 total_loss: 6.409 loss_ce: 0.3423 loss_bbox: 0.1997 loss_giou: 0.3673 loss_ce_0: 0.5287 loss_bbox_0: 0.3329 loss_giou_0: 0.5463 loss_ce_1: 0.4321 loss_bbox_1: 0.2331 loss_giou_1: 0.4153 loss_ce_2: 0.3674 loss_bbox_2: 0.2115 loss_giou_2: 0.3879 loss_ce_3: 0.3447 loss_bbox_3: 0.2078 loss_giou_3: 0.3757 loss_ce_4: 0.3458 loss_bbox_4: 0.2054 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:32] d2.utils.events INFO: eta: 1 day, 4:03:24 iter: 89839 total_loss: 6.507 loss_ce: 0.3516 loss_bbox: 0.2073 loss_giou: 0.3845 loss_ce_0: 0.549 loss_bbox_0: 0.3517 loss_giou_0: 0.5802 loss_ce_1: 0.4332 loss_bbox_1: 0.2503 loss_giou_1: 0.4322 loss_ce_2: 0.3923 loss_bbox_2: 0.227 loss_giou_2: 0.403 loss_ce_3: 0.3613 loss_bbox_3: 0.2123 loss_giou_3: 0.3943 loss_ce_4: 0.3468 loss_bbox_4: 0.2086 loss_giou_4: 0.3873 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:37] d2.utils.events INFO: eta: 1 day, 4:02:26 iter: 89859 total_loss: 6.583 loss_ce: 0.3535 loss_bbox: 0.2066 loss_giou: 0.3848 loss_ce_0: 0.532 loss_bbox_0: 0.3452 loss_giou_0: 0.5957 loss_ce_1: 0.4488 loss_bbox_1: 0.2431 loss_giou_1: 0.4395 loss_ce_2: 0.386 loss_bbox_2: 0.2251 loss_giou_2: 0.4022 loss_ce_3: 0.3633 loss_bbox_3: 0.2125 loss_giou_3: 0.3894 loss_ce_4: 0.3535 loss_bbox_4: 0.2076 loss_giou_4: 0.3879 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:43] d2.utils.events INFO: eta: 1 day, 4:01:46 iter: 89879 total_loss: 6.117 loss_ce: 0.3449 loss_bbox: 0.2124 loss_giou: 0.3442 loss_ce_0: 0.5396 loss_bbox_0: 0.355 loss_giou_0: 0.5334 loss_ce_1: 0.4364 loss_bbox_1: 0.236 loss_giou_1: 0.3908 loss_ce_2: 0.3863 loss_bbox_2: 0.2243 loss_giou_2: 0.3629 loss_ce_3: 0.359 loss_bbox_3: 0.222 loss_giou_3: 0.3491 loss_ce_4: 0.3499 loss_bbox_4: 0.2146 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:49] d2.utils.events INFO: eta: 1 day, 4:01:29 iter: 89899 total_loss: 6.22 loss_ce: 0.3641 loss_bbox: 0.2114 loss_giou: 0.3536 loss_ce_0: 0.5554 loss_bbox_0: 0.3562 loss_giou_0: 0.5382 loss_ce_1: 0.4643 loss_bbox_1: 0.2445 loss_giou_1: 0.3933 loss_ce_2: 0.3917 loss_bbox_2: 0.2284 loss_giou_2: 0.3677 loss_ce_3: 0.3735 loss_bbox_3: 0.2215 loss_giou_3: 0.3548 loss_ce_4: 0.3637 loss_bbox_4: 0.213 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 20:31:54] d2.utils.events INFO: eta: 1 day, 4:01:29 iter: 89919 total_loss: 6.067 loss_ce: 0.3135 loss_bbox: 0.2053 loss_giou: 0.3461 loss_ce_0: 0.5324 loss_bbox_0: 0.3439 loss_giou_0: 0.5598 loss_ce_1: 0.4143 loss_bbox_1: 0.2386 loss_giou_1: 0.4055 loss_ce_2: 0.3551 loss_bbox_2: 0.2157 loss_giou_2: 0.3751 loss_ce_3: 0.3341 loss_bbox_3: 0.2121 loss_giou_3: 0.3546 loss_ce_4: 0.3167 loss_bbox_4: 0.2089 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:00] d2.utils.events INFO: eta: 1 day, 4:01:45 iter: 89939 total_loss: 6.523 loss_ce: 0.368 loss_bbox: 0.2048 loss_giou: 0.3758 loss_ce_0: 0.5564 loss_bbox_0: 0.3402 loss_giou_0: 0.5794 loss_ce_1: 0.4585 loss_bbox_1: 0.231 loss_giou_1: 0.4118 loss_ce_2: 0.3965 loss_bbox_2: 0.2132 loss_giou_2: 0.3888 loss_ce_3: 0.3764 loss_bbox_3: 0.2073 loss_giou_3: 0.3807 loss_ce_4: 0.3745 loss_bbox_4: 0.2063 loss_giou_4: 0.3826 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:06] d2.utils.events INFO: eta: 1 day, 4:01:14 iter: 89959 total_loss: 6.261 loss_ce: 0.3593 loss_bbox: 0.201 loss_giou: 0.3608 loss_ce_0: 0.5367 loss_bbox_0: 0.3557 loss_giou_0: 0.5693 loss_ce_1: 0.4557 loss_bbox_1: 0.236 loss_giou_1: 0.4117 loss_ce_2: 0.3863 loss_bbox_2: 0.2168 loss_giou_2: 0.3784 loss_ce_3: 0.3773 loss_bbox_3: 0.2086 loss_giou_3: 0.3664 loss_ce_4: 0.3668 loss_bbox_4: 0.2005 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:11] d2.utils.events INFO: eta: 1 day, 4:01:10 iter: 89979 total_loss: 6.231 loss_ce: 0.3589 loss_bbox: 0.2041 loss_giou: 0.3453 loss_ce_0: 0.528 loss_bbox_0: 0.3486 loss_giou_0: 0.5308 loss_ce_1: 0.4438 loss_bbox_1: 0.2371 loss_giou_1: 0.3997 loss_ce_2: 0.384 loss_bbox_2: 0.2145 loss_giou_2: 0.3622 loss_ce_3: 0.3694 loss_bbox_3: 0.207 loss_giou_3: 0.3543 loss_ce_4: 0.3552 loss_bbox_4: 0.2054 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:17] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0089999.pth [11/02 20:32:19] d2.utils.events INFO: eta: 1 day, 4:00:59 iter: 89999 total_loss: 6.477 loss_ce: 0.3339 loss_bbox: 0.2169 loss_giou: 0.3788 loss_ce_0: 0.5368 loss_bbox_0: 0.3478 loss_giou_0: 0.5855 loss_ce_1: 0.4378 loss_bbox_1: 0.2472 loss_giou_1: 0.4513 loss_ce_2: 0.3779 loss_bbox_2: 0.2246 loss_giou_2: 0.4068 loss_ce_3: 0.3475 loss_bbox_3: 0.2151 loss_giou_3: 0.3893 loss_ce_4: 0.3349 loss_bbox_4: 0.2155 loss_giou_4: 0.3784 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:25] d2.utils.events INFO: eta: 1 day, 4:00:09 iter: 90019 total_loss: 6.595 loss_ce: 0.3653 loss_bbox: 0.2066 loss_giou: 0.377 loss_ce_0: 0.5611 loss_bbox_0: 0.3596 loss_giou_0: 0.5845 loss_ce_1: 0.4493 loss_bbox_1: 0.2473 loss_giou_1: 0.4386 loss_ce_2: 0.4016 loss_bbox_2: 0.2227 loss_giou_2: 0.3981 loss_ce_3: 0.3718 loss_bbox_3: 0.2135 loss_giou_3: 0.3879 loss_ce_4: 0.3658 loss_bbox_4: 0.2117 loss_giou_4: 0.3768 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:30] d2.utils.events INFO: eta: 1 day, 3:59:50 iter: 90039 total_loss: 6.871 loss_ce: 0.3543 loss_bbox: 0.2197 loss_giou: 0.3859 loss_ce_0: 0.5736 loss_bbox_0: 0.353 loss_giou_0: 0.584 loss_ce_1: 0.4544 loss_bbox_1: 0.2449 loss_giou_1: 0.4288 loss_ce_2: 0.3776 loss_bbox_2: 0.2234 loss_giou_2: 0.3986 loss_ce_3: 0.3663 loss_bbox_3: 0.2256 loss_giou_3: 0.3885 loss_ce_4: 0.3479 loss_bbox_4: 0.2242 loss_giou_4: 0.3901 time: 0.2802 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:36] d2.utils.events INFO: eta: 1 day, 3:59:58 iter: 90059 total_loss: 6.531 loss_ce: 0.3552 loss_bbox: 0.1984 loss_giou: 0.3966 loss_ce_0: 0.5511 loss_bbox_0: 0.3489 loss_giou_0: 0.6038 loss_ce_1: 0.4488 loss_bbox_1: 0.2362 loss_giou_1: 0.4526 loss_ce_2: 0.3915 loss_bbox_2: 0.2154 loss_giou_2: 0.4117 loss_ce_3: 0.3583 loss_bbox_3: 0.2069 loss_giou_3: 0.3953 loss_ce_4: 0.3587 loss_bbox_4: 0.2035 loss_giou_4: 0.3986 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:42] d2.utils.events INFO: eta: 1 day, 4:00:27 iter: 90079 total_loss: 6.228 loss_ce: 0.345 loss_bbox: 0.2029 loss_giou: 0.3753 loss_ce_0: 0.5427 loss_bbox_0: 0.3409 loss_giou_0: 0.5821 loss_ce_1: 0.4305 loss_bbox_1: 0.2345 loss_giou_1: 0.4223 loss_ce_2: 0.379 loss_bbox_2: 0.2112 loss_giou_2: 0.3936 loss_ce_3: 0.3527 loss_bbox_3: 0.2122 loss_giou_3: 0.3858 loss_ce_4: 0.3489 loss_bbox_4: 0.2073 loss_giou_4: 0.3777 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:47] d2.utils.events INFO: eta: 1 day, 4:00:03 iter: 90099 total_loss: 6.14 loss_ce: 0.3409 loss_bbox: 0.2008 loss_giou: 0.3431 loss_ce_0: 0.528 loss_bbox_0: 0.342 loss_giou_0: 0.535 loss_ce_1: 0.4283 loss_bbox_1: 0.2374 loss_giou_1: 0.3956 loss_ce_2: 0.3574 loss_bbox_2: 0.2125 loss_giou_2: 0.3609 loss_ce_3: 0.3358 loss_bbox_3: 0.2082 loss_giou_3: 0.3454 loss_ce_4: 0.3361 loss_bbox_4: 0.203 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:53] d2.utils.events INFO: eta: 1 day, 3:59:55 iter: 90119 total_loss: 6.358 loss_ce: 0.365 loss_bbox: 0.1963 loss_giou: 0.3576 loss_ce_0: 0.5582 loss_bbox_0: 0.347 loss_giou_0: 0.5718 loss_ce_1: 0.4706 loss_bbox_1: 0.2296 loss_giou_1: 0.4162 loss_ce_2: 0.4001 loss_bbox_2: 0.21 loss_giou_2: 0.3816 loss_ce_3: 0.3706 loss_bbox_3: 0.2021 loss_giou_3: 0.3669 loss_ce_4: 0.3649 loss_bbox_4: 0.1982 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 20:32:59] d2.utils.events INFO: eta: 1 day, 3:59:49 iter: 90139 total_loss: 6.121 loss_ce: 0.3374 loss_bbox: 0.1895 loss_giou: 0.3665 loss_ce_0: 0.5459 loss_bbox_0: 0.3298 loss_giou_0: 0.564 loss_ce_1: 0.4531 loss_bbox_1: 0.2312 loss_giou_1: 0.4198 loss_ce_2: 0.3809 loss_bbox_2: 0.1986 loss_giou_2: 0.3792 loss_ce_3: 0.3545 loss_bbox_3: 0.1944 loss_giou_3: 0.3689 loss_ce_4: 0.3381 loss_bbox_4: 0.1888 loss_giou_4: 0.3679 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:04] d2.utils.events INFO: eta: 1 day, 4:00:05 iter: 90159 total_loss: 6.182 loss_ce: 0.341 loss_bbox: 0.2039 loss_giou: 0.3408 loss_ce_0: 0.5392 loss_bbox_0: 0.3631 loss_giou_0: 0.5285 loss_ce_1: 0.4466 loss_bbox_1: 0.2449 loss_giou_1: 0.3928 loss_ce_2: 0.3785 loss_bbox_2: 0.2168 loss_giou_2: 0.3613 loss_ce_3: 0.3465 loss_bbox_3: 0.2119 loss_giou_3: 0.3443 loss_ce_4: 0.3426 loss_bbox_4: 0.2083 loss_giou_4: 0.3438 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:10] d2.utils.events INFO: eta: 1 day, 3:59:28 iter: 90179 total_loss: 6.17 loss_ce: 0.3492 loss_bbox: 0.206 loss_giou: 0.3555 loss_ce_0: 0.5467 loss_bbox_0: 0.3479 loss_giou_0: 0.5502 loss_ce_1: 0.4541 loss_bbox_1: 0.2423 loss_giou_1: 0.4008 loss_ce_2: 0.388 loss_bbox_2: 0.2199 loss_giou_2: 0.3721 loss_ce_3: 0.3504 loss_bbox_3: 0.2081 loss_giou_3: 0.3644 loss_ce_4: 0.3453 loss_bbox_4: 0.2076 loss_giou_4: 0.3589 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:16] d2.utils.events INFO: eta: 1 day, 3:59:25 iter: 90199 total_loss: 6.355 loss_ce: 0.3436 loss_bbox: 0.2168 loss_giou: 0.3576 loss_ce_0: 0.555 loss_bbox_0: 0.3587 loss_giou_0: 0.5676 loss_ce_1: 0.4451 loss_bbox_1: 0.2505 loss_giou_1: 0.4057 loss_ce_2: 0.3882 loss_bbox_2: 0.2281 loss_giou_2: 0.3792 loss_ce_3: 0.3456 loss_bbox_3: 0.2186 loss_giou_3: 0.3661 loss_ce_4: 0.3459 loss_bbox_4: 0.2191 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:21] d2.utils.events INFO: eta: 1 day, 3:59:34 iter: 90219 total_loss: 6.452 loss_ce: 0.3531 loss_bbox: 0.2201 loss_giou: 0.3429 loss_ce_0: 0.5696 loss_bbox_0: 0.3613 loss_giou_0: 0.5482 loss_ce_1: 0.4677 loss_bbox_1: 0.2509 loss_giou_1: 0.3919 loss_ce_2: 0.3852 loss_bbox_2: 0.2212 loss_giou_2: 0.3645 loss_ce_3: 0.3602 loss_bbox_3: 0.2208 loss_giou_3: 0.3524 loss_ce_4: 0.3619 loss_bbox_4: 0.2173 loss_giou_4: 0.3444 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:27] d2.utils.events INFO: eta: 1 day, 3:59:51 iter: 90239 total_loss: 6.105 loss_ce: 0.3211 loss_bbox: 0.202 loss_giou: 0.345 loss_ce_0: 0.5276 loss_bbox_0: 0.3408 loss_giou_0: 0.5557 loss_ce_1: 0.4324 loss_bbox_1: 0.2385 loss_giou_1: 0.4002 loss_ce_2: 0.369 loss_bbox_2: 0.2156 loss_giou_2: 0.3611 loss_ce_3: 0.3432 loss_bbox_3: 0.2057 loss_giou_3: 0.3521 loss_ce_4: 0.3199 loss_bbox_4: 0.2062 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:33] d2.utils.events INFO: eta: 1 day, 3:59:28 iter: 90259 total_loss: 6.345 loss_ce: 0.3557 loss_bbox: 0.2012 loss_giou: 0.3777 loss_ce_0: 0.5361 loss_bbox_0: 0.3446 loss_giou_0: 0.5669 loss_ce_1: 0.4466 loss_bbox_1: 0.2356 loss_giou_1: 0.4274 loss_ce_2: 0.3852 loss_bbox_2: 0.212 loss_giou_2: 0.3965 loss_ce_3: 0.3593 loss_bbox_3: 0.2003 loss_giou_3: 0.3827 loss_ce_4: 0.3556 loss_bbox_4: 0.1985 loss_giou_4: 0.3813 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:38] d2.utils.events INFO: eta: 1 day, 3:59:44 iter: 90279 total_loss: 5.812 loss_ce: 0.3146 loss_bbox: 0.2113 loss_giou: 0.3262 loss_ce_0: 0.5045 loss_bbox_0: 0.3498 loss_giou_0: 0.5077 loss_ce_1: 0.4146 loss_bbox_1: 0.2456 loss_giou_1: 0.3817 loss_ce_2: 0.3538 loss_bbox_2: 0.2192 loss_giou_2: 0.3466 loss_ce_3: 0.3232 loss_bbox_3: 0.2185 loss_giou_3: 0.3354 loss_ce_4: 0.3092 loss_bbox_4: 0.2104 loss_giou_4: 0.3297 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:44] d2.utils.events INFO: eta: 1 day, 4:00:01 iter: 90299 total_loss: 6.524 loss_ce: 0.3664 loss_bbox: 0.2081 loss_giou: 0.3544 loss_ce_0: 0.5514 loss_bbox_0: 0.3527 loss_giou_0: 0.5621 loss_ce_1: 0.4654 loss_bbox_1: 0.2425 loss_giou_1: 0.4165 loss_ce_2: 0.41 loss_bbox_2: 0.2218 loss_giou_2: 0.3783 loss_ce_3: 0.3828 loss_bbox_3: 0.2103 loss_giou_3: 0.3625 loss_ce_4: 0.3656 loss_bbox_4: 0.2096 loss_giou_4: 0.3594 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:50] d2.utils.events INFO: eta: 1 day, 3:59:44 iter: 90319 total_loss: 6.554 loss_ce: 0.3554 loss_bbox: 0.2052 loss_giou: 0.3796 loss_ce_0: 0.5474 loss_bbox_0: 0.3507 loss_giou_0: 0.6014 loss_ce_1: 0.4404 loss_bbox_1: 0.2432 loss_giou_1: 0.4376 loss_ce_2: 0.3792 loss_bbox_2: 0.2202 loss_giou_2: 0.3962 loss_ce_3: 0.3529 loss_bbox_3: 0.2137 loss_giou_3: 0.3919 loss_ce_4: 0.3493 loss_bbox_4: 0.2107 loss_giou_4: 0.3831 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/02 20:33:56] d2.utils.events INFO: eta: 1 day, 3:59:30 iter: 90339 total_loss: 6.572 loss_ce: 0.3669 loss_bbox: 0.2181 loss_giou: 0.3574 loss_ce_0: 0.5645 loss_bbox_0: 0.3484 loss_giou_0: 0.5684 loss_ce_1: 0.4759 loss_bbox_1: 0.2352 loss_giou_1: 0.4183 loss_ce_2: 0.4018 loss_bbox_2: 0.2211 loss_giou_2: 0.3753 loss_ce_3: 0.3812 loss_bbox_3: 0.2255 loss_giou_3: 0.3622 loss_ce_4: 0.3715 loss_bbox_4: 0.2218 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:02] d2.utils.events INFO: eta: 1 day, 3:59:06 iter: 90359 total_loss: 6.132 loss_ce: 0.3458 loss_bbox: 0.1936 loss_giou: 0.3563 loss_ce_0: 0.5403 loss_bbox_0: 0.3271 loss_giou_0: 0.5371 loss_ce_1: 0.434 loss_bbox_1: 0.231 loss_giou_1: 0.3992 loss_ce_2: 0.3756 loss_bbox_2: 0.2079 loss_giou_2: 0.3716 loss_ce_3: 0.3508 loss_bbox_3: 0.2001 loss_giou_3: 0.3576 loss_ce_4: 0.3392 loss_bbox_4: 0.1947 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:07] d2.utils.events INFO: eta: 1 day, 3:59:00 iter: 90379 total_loss: 6.502 loss_ce: 0.3708 loss_bbox: 0.2115 loss_giou: 0.3836 loss_ce_0: 0.5457 loss_bbox_0: 0.3569 loss_giou_0: 0.5649 loss_ce_1: 0.4548 loss_bbox_1: 0.2489 loss_giou_1: 0.4285 loss_ce_2: 0.3953 loss_bbox_2: 0.2203 loss_giou_2: 0.4004 loss_ce_3: 0.3608 loss_bbox_3: 0.2163 loss_giou_3: 0.3951 loss_ce_4: 0.3635 loss_bbox_4: 0.2123 loss_giou_4: 0.3849 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:13] d2.utils.events INFO: eta: 1 day, 3:58:29 iter: 90399 total_loss: 6.862 loss_ce: 0.3851 loss_bbox: 0.2099 loss_giou: 0.3835 loss_ce_0: 0.5548 loss_bbox_0: 0.3552 loss_giou_0: 0.5895 loss_ce_1: 0.4611 loss_bbox_1: 0.2452 loss_giou_1: 0.4352 loss_ce_2: 0.4257 loss_bbox_2: 0.2217 loss_giou_2: 0.4084 loss_ce_3: 0.3925 loss_bbox_3: 0.2188 loss_giou_3: 0.3859 loss_ce_4: 0.3867 loss_bbox_4: 0.2115 loss_giou_4: 0.39 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:19] d2.utils.events INFO: eta: 1 day, 3:58:30 iter: 90419 total_loss: 6.352 loss_ce: 0.3499 loss_bbox: 0.2097 loss_giou: 0.3671 loss_ce_0: 0.5356 loss_bbox_0: 0.3423 loss_giou_0: 0.5572 loss_ce_1: 0.4441 loss_bbox_1: 0.2381 loss_giou_1: 0.4087 loss_ce_2: 0.3914 loss_bbox_2: 0.2169 loss_giou_2: 0.381 loss_ce_3: 0.3631 loss_bbox_3: 0.2145 loss_giou_3: 0.3744 loss_ce_4: 0.3493 loss_bbox_4: 0.2138 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:24] d2.utils.events INFO: eta: 1 day, 3:59:02 iter: 90439 total_loss: 6.452 loss_ce: 0.3652 loss_bbox: 0.2103 loss_giou: 0.358 loss_ce_0: 0.5642 loss_bbox_0: 0.3541 loss_giou_0: 0.5586 loss_ce_1: 0.4531 loss_bbox_1: 0.2592 loss_giou_1: 0.4188 loss_ce_2: 0.3935 loss_bbox_2: 0.2266 loss_giou_2: 0.3863 loss_ce_3: 0.3708 loss_bbox_3: 0.2196 loss_giou_3: 0.3748 loss_ce_4: 0.3651 loss_bbox_4: 0.2147 loss_giou_4: 0.3646 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:30] d2.utils.events INFO: eta: 1 day, 3:59:36 iter: 90459 total_loss: 6.476 loss_ce: 0.3384 loss_bbox: 0.199 loss_giou: 0.4016 loss_ce_0: 0.5247 loss_bbox_0: 0.3354 loss_giou_0: 0.6007 loss_ce_1: 0.4288 loss_bbox_1: 0.2313 loss_giou_1: 0.448 loss_ce_2: 0.3791 loss_bbox_2: 0.2104 loss_giou_2: 0.4102 loss_ce_3: 0.3494 loss_bbox_3: 0.2038 loss_giou_3: 0.4109 loss_ce_4: 0.3454 loss_bbox_4: 0.1991 loss_giou_4: 0.404 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:36] d2.utils.events INFO: eta: 1 day, 3:59:10 iter: 90479 total_loss: 6.412 loss_ce: 0.3519 loss_bbox: 0.2166 loss_giou: 0.3527 loss_ce_0: 0.5538 loss_bbox_0: 0.3594 loss_giou_0: 0.5403 loss_ce_1: 0.455 loss_bbox_1: 0.2532 loss_giou_1: 0.4096 loss_ce_2: 0.3801 loss_bbox_2: 0.2304 loss_giou_2: 0.3731 loss_ce_3: 0.3695 loss_bbox_3: 0.2216 loss_giou_3: 0.3568 loss_ce_4: 0.3547 loss_bbox_4: 0.2181 loss_giou_4: 0.3535 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:41] d2.utils.events INFO: eta: 1 day, 3:58:39 iter: 90499 total_loss: 6.463 loss_ce: 0.3651 loss_bbox: 0.2076 loss_giou: 0.3581 loss_ce_0: 0.55 loss_bbox_0: 0.349 loss_giou_0: 0.568 loss_ce_1: 0.4446 loss_bbox_1: 0.2489 loss_giou_1: 0.4386 loss_ce_2: 0.3902 loss_bbox_2: 0.2225 loss_giou_2: 0.3936 loss_ce_3: 0.3688 loss_bbox_3: 0.2096 loss_giou_3: 0.3785 loss_ce_4: 0.3607 loss_bbox_4: 0.2045 loss_giou_4: 0.3631 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:47] d2.utils.events INFO: eta: 1 day, 3:58:36 iter: 90519 total_loss: 6.114 loss_ce: 0.3326 loss_bbox: 0.2018 loss_giou: 0.3561 loss_ce_0: 0.5217 loss_bbox_0: 0.3349 loss_giou_0: 0.5518 loss_ce_1: 0.4325 loss_bbox_1: 0.231 loss_giou_1: 0.4041 loss_ce_2: 0.3666 loss_bbox_2: 0.2083 loss_giou_2: 0.3676 loss_ce_3: 0.3388 loss_bbox_3: 0.2027 loss_giou_3: 0.3611 loss_ce_4: 0.3334 loss_bbox_4: 0.2015 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:53] d2.utils.events INFO: eta: 1 day, 3:58:25 iter: 90539 total_loss: 6.719 loss_ce: 0.3468 loss_bbox: 0.1955 loss_giou: 0.3862 loss_ce_0: 0.5606 loss_bbox_0: 0.345 loss_giou_0: 0.5703 loss_ce_1: 0.4465 loss_bbox_1: 0.2344 loss_giou_1: 0.429 loss_ce_2: 0.3939 loss_bbox_2: 0.2062 loss_giou_2: 0.3987 loss_ce_3: 0.3539 loss_bbox_3: 0.2004 loss_giou_3: 0.3912 loss_ce_4: 0.3437 loss_bbox_4: 0.195 loss_giou_4: 0.3905 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 20:34:58] d2.utils.events INFO: eta: 1 day, 3:58:35 iter: 90559 total_loss: 6.183 loss_ce: 0.3514 loss_bbox: 0.1965 loss_giou: 0.3372 loss_ce_0: 0.5353 loss_bbox_0: 0.3427 loss_giou_0: 0.5349 loss_ce_1: 0.4607 loss_bbox_1: 0.2345 loss_giou_1: 0.3914 loss_ce_2: 0.3857 loss_bbox_2: 0.2062 loss_giou_2: 0.3537 loss_ce_3: 0.3572 loss_bbox_3: 0.2045 loss_giou_3: 0.3467 loss_ce_4: 0.353 loss_bbox_4: 0.2 loss_giou_4: 0.3457 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:04] d2.utils.events INFO: eta: 1 day, 3:58:16 iter: 90579 total_loss: 6.179 loss_ce: 0.3474 loss_bbox: 0.2021 loss_giou: 0.3467 loss_ce_0: 0.5638 loss_bbox_0: 0.3517 loss_giou_0: 0.5294 loss_ce_1: 0.4568 loss_bbox_1: 0.2431 loss_giou_1: 0.3929 loss_ce_2: 0.3885 loss_bbox_2: 0.2177 loss_giou_2: 0.3537 loss_ce_3: 0.3654 loss_bbox_3: 0.2045 loss_giou_3: 0.3507 loss_ce_4: 0.3437 loss_bbox_4: 0.2021 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:10] d2.utils.events INFO: eta: 1 day, 3:58:08 iter: 90599 total_loss: 6.063 loss_ce: 0.3258 loss_bbox: 0.1938 loss_giou: 0.3615 loss_ce_0: 0.5236 loss_bbox_0: 0.3365 loss_giou_0: 0.5457 loss_ce_1: 0.4132 loss_bbox_1: 0.2316 loss_giou_1: 0.4099 loss_ce_2: 0.37 loss_bbox_2: 0.2149 loss_giou_2: 0.3781 loss_ce_3: 0.3393 loss_bbox_3: 0.1993 loss_giou_3: 0.3603 loss_ce_4: 0.3315 loss_bbox_4: 0.1956 loss_giou_4: 0.3594 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:16] d2.utils.events INFO: eta: 1 day, 3:59:03 iter: 90619 total_loss: 6.723 loss_ce: 0.3737 loss_bbox: 0.23 loss_giou: 0.3837 loss_ce_0: 0.5557 loss_bbox_0: 0.3835 loss_giou_0: 0.5749 loss_ce_1: 0.4582 loss_bbox_1: 0.2682 loss_giou_1: 0.4252 loss_ce_2: 0.4051 loss_bbox_2: 0.2435 loss_giou_2: 0.3963 loss_ce_3: 0.379 loss_bbox_3: 0.2376 loss_giou_3: 0.3864 loss_ce_4: 0.3765 loss_bbox_4: 0.2311 loss_giou_4: 0.3808 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:21] d2.utils.events INFO: eta: 1 day, 3:59:30 iter: 90639 total_loss: 6.38 loss_ce: 0.3541 loss_bbox: 0.212 loss_giou: 0.3544 loss_ce_0: 0.5604 loss_bbox_0: 0.3464 loss_giou_0: 0.5474 loss_ce_1: 0.4652 loss_bbox_1: 0.24 loss_giou_1: 0.395 loss_ce_2: 0.3873 loss_bbox_2: 0.2235 loss_giou_2: 0.3756 loss_ce_3: 0.3562 loss_bbox_3: 0.2157 loss_giou_3: 0.3604 loss_ce_4: 0.3578 loss_bbox_4: 0.2142 loss_giou_4: 0.3552 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:27] d2.utils.events INFO: eta: 1 day, 4:00:37 iter: 90659 total_loss: 6.302 loss_ce: 0.3477 loss_bbox: 0.1968 loss_giou: 0.3708 loss_ce_0: 0.5328 loss_bbox_0: 0.3243 loss_giou_0: 0.5499 loss_ce_1: 0.4314 loss_bbox_1: 0.2259 loss_giou_1: 0.4217 loss_ce_2: 0.3873 loss_bbox_2: 0.2077 loss_giou_2: 0.391 loss_ce_3: 0.3612 loss_bbox_3: 0.2057 loss_giou_3: 0.3777 loss_ce_4: 0.3539 loss_bbox_4: 0.197 loss_giou_4: 0.3734 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:33] d2.utils.events INFO: eta: 1 day, 4:01:14 iter: 90679 total_loss: 6.515 loss_ce: 0.3534 loss_bbox: 0.2166 loss_giou: 0.3816 loss_ce_0: 0.5396 loss_bbox_0: 0.3494 loss_giou_0: 0.5578 loss_ce_1: 0.4421 loss_bbox_1: 0.2493 loss_giou_1: 0.4208 loss_ce_2: 0.3862 loss_bbox_2: 0.2274 loss_giou_2: 0.3922 loss_ce_3: 0.3578 loss_bbox_3: 0.2227 loss_giou_3: 0.3917 loss_ce_4: 0.3519 loss_bbox_4: 0.2218 loss_giou_4: 0.3859 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:38] d2.utils.events INFO: eta: 1 day, 4:00:52 iter: 90699 total_loss: 6.46 loss_ce: 0.3599 loss_bbox: 0.2062 loss_giou: 0.3846 loss_ce_0: 0.5398 loss_bbox_0: 0.3593 loss_giou_0: 0.5688 loss_ce_1: 0.4404 loss_bbox_1: 0.2466 loss_giou_1: 0.4377 loss_ce_2: 0.3785 loss_bbox_2: 0.223 loss_giou_2: 0.4068 loss_ce_3: 0.3798 loss_bbox_3: 0.2087 loss_giou_3: 0.3892 loss_ce_4: 0.3607 loss_bbox_4: 0.2061 loss_giou_4: 0.3855 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:44] d2.utils.events INFO: eta: 1 day, 3:59:38 iter: 90719 total_loss: 6.202 loss_ce: 0.3574 loss_bbox: 0.1995 loss_giou: 0.3394 loss_ce_0: 0.537 loss_bbox_0: 0.3345 loss_giou_0: 0.53 loss_ce_1: 0.4356 loss_bbox_1: 0.2278 loss_giou_1: 0.3935 loss_ce_2: 0.3849 loss_bbox_2: 0.2125 loss_giou_2: 0.3596 loss_ce_3: 0.3652 loss_bbox_3: 0.2068 loss_giou_3: 0.35 loss_ce_4: 0.3553 loss_bbox_4: 0.1989 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:50] d2.utils.events INFO: eta: 1 day, 4:00:05 iter: 90739 total_loss: 6.44 loss_ce: 0.3575 loss_bbox: 0.2124 loss_giou: 0.3798 loss_ce_0: 0.547 loss_bbox_0: 0.3463 loss_giou_0: 0.5799 loss_ce_1: 0.4512 loss_bbox_1: 0.2452 loss_giou_1: 0.429 loss_ce_2: 0.3972 loss_bbox_2: 0.2244 loss_giou_2: 0.3969 loss_ce_3: 0.3597 loss_bbox_3: 0.2141 loss_giou_3: 0.3795 loss_ce_4: 0.3628 loss_bbox_4: 0.2107 loss_giou_4: 0.3767 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 20:35:55] d2.utils.events INFO: eta: 1 day, 4:00:42 iter: 90759 total_loss: 6.67 loss_ce: 0.3899 loss_bbox: 0.2033 loss_giou: 0.3742 loss_ce_0: 0.558 loss_bbox_0: 0.3561 loss_giou_0: 0.5739 loss_ce_1: 0.4579 loss_bbox_1: 0.2426 loss_giou_1: 0.4352 loss_ce_2: 0.4057 loss_bbox_2: 0.2209 loss_giou_2: 0.4036 loss_ce_3: 0.3898 loss_bbox_3: 0.2089 loss_giou_3: 0.3856 loss_ce_4: 0.3844 loss_bbox_4: 0.2083 loss_giou_4: 0.3768 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:01] d2.utils.events INFO: eta: 1 day, 4:00:17 iter: 90779 total_loss: 6.469 loss_ce: 0.3532 loss_bbox: 0.2202 loss_giou: 0.3779 loss_ce_0: 0.5476 loss_bbox_0: 0.3593 loss_giou_0: 0.5664 loss_ce_1: 0.4469 loss_bbox_1: 0.2532 loss_giou_1: 0.4256 loss_ce_2: 0.3857 loss_bbox_2: 0.2326 loss_giou_2: 0.3944 loss_ce_3: 0.368 loss_bbox_3: 0.2217 loss_giou_3: 0.3858 loss_ce_4: 0.3541 loss_bbox_4: 0.2206 loss_giou_4: 0.3802 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:07] d2.utils.events INFO: eta: 1 day, 4:00:00 iter: 90799 total_loss: 6.364 loss_ce: 0.354 loss_bbox: 0.2143 loss_giou: 0.3699 loss_ce_0: 0.5481 loss_bbox_0: 0.3414 loss_giou_0: 0.5729 loss_ce_1: 0.4515 loss_bbox_1: 0.2455 loss_giou_1: 0.4317 loss_ce_2: 0.3913 loss_bbox_2: 0.213 loss_giou_2: 0.3936 loss_ce_3: 0.3635 loss_bbox_3: 0.2153 loss_giou_3: 0.3813 loss_ce_4: 0.3478 loss_bbox_4: 0.2117 loss_giou_4: 0.374 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:13] d2.utils.events INFO: eta: 1 day, 4:00:52 iter: 90819 total_loss: 6.55 loss_ce: 0.3437 loss_bbox: 0.2221 loss_giou: 0.3881 loss_ce_0: 0.5387 loss_bbox_0: 0.3582 loss_giou_0: 0.5548 loss_ce_1: 0.4548 loss_bbox_1: 0.2568 loss_giou_1: 0.4213 loss_ce_2: 0.3909 loss_bbox_2: 0.2324 loss_giou_2: 0.3927 loss_ce_3: 0.3562 loss_bbox_3: 0.227 loss_giou_3: 0.3893 loss_ce_4: 0.342 loss_bbox_4: 0.2178 loss_giou_4: 0.3857 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:18] d2.utils.events INFO: eta: 1 day, 4:01:41 iter: 90839 total_loss: 6.227 loss_ce: 0.3486 loss_bbox: 0.2058 loss_giou: 0.345 loss_ce_0: 0.5478 loss_bbox_0: 0.3394 loss_giou_0: 0.5459 loss_ce_1: 0.447 loss_bbox_1: 0.23 loss_giou_1: 0.398 loss_ce_2: 0.3953 loss_bbox_2: 0.2141 loss_giou_2: 0.362 loss_ce_3: 0.3675 loss_bbox_3: 0.2101 loss_giou_3: 0.3475 loss_ce_4: 0.3484 loss_bbox_4: 0.2046 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:24] d2.utils.events INFO: eta: 1 day, 4:01:35 iter: 90859 total_loss: 6.36 loss_ce: 0.3482 loss_bbox: 0.1985 loss_giou: 0.3805 loss_ce_0: 0.5286 loss_bbox_0: 0.3359 loss_giou_0: 0.568 loss_ce_1: 0.4358 loss_bbox_1: 0.2317 loss_giou_1: 0.447 loss_ce_2: 0.3791 loss_bbox_2: 0.2073 loss_giou_2: 0.4104 loss_ce_3: 0.3573 loss_bbox_3: 0.201 loss_giou_3: 0.3915 loss_ce_4: 0.3545 loss_bbox_4: 0.2013 loss_giou_4: 0.3897 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:30] d2.utils.events INFO: eta: 1 day, 4:02:28 iter: 90879 total_loss: 6.284 loss_ce: 0.3703 loss_bbox: 0.2064 loss_giou: 0.3539 loss_ce_0: 0.5518 loss_bbox_0: 0.3657 loss_giou_0: 0.5705 loss_ce_1: 0.4622 loss_bbox_1: 0.2413 loss_giou_1: 0.4169 loss_ce_2: 0.3998 loss_bbox_2: 0.2157 loss_giou_2: 0.3768 loss_ce_3: 0.3812 loss_bbox_3: 0.2119 loss_giou_3: 0.3618 loss_ce_4: 0.3757 loss_bbox_4: 0.2123 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:35] d2.utils.events INFO: eta: 1 day, 4:02:43 iter: 90899 total_loss: 6.504 loss_ce: 0.3683 loss_bbox: 0.2157 loss_giou: 0.3736 loss_ce_0: 0.5326 loss_bbox_0: 0.3569 loss_giou_0: 0.556 loss_ce_1: 0.4511 loss_bbox_1: 0.2351 loss_giou_1: 0.4187 loss_ce_2: 0.4058 loss_bbox_2: 0.2168 loss_giou_2: 0.389 loss_ce_3: 0.3772 loss_bbox_3: 0.2221 loss_giou_3: 0.3817 loss_ce_4: 0.3706 loss_bbox_4: 0.2193 loss_giou_4: 0.3768 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:41] d2.utils.events INFO: eta: 1 day, 4:01:23 iter: 90919 total_loss: 6.301 loss_ce: 0.3617 loss_bbox: 0.196 loss_giou: 0.3615 loss_ce_0: 0.5341 loss_bbox_0: 0.347 loss_giou_0: 0.5543 loss_ce_1: 0.4566 loss_bbox_1: 0.2269 loss_giou_1: 0.4108 loss_ce_2: 0.3958 loss_bbox_2: 0.2082 loss_giou_2: 0.3804 loss_ce_3: 0.3693 loss_bbox_3: 0.2011 loss_giou_3: 0.3686 loss_ce_4: 0.365 loss_bbox_4: 0.1962 loss_giou_4: 0.3645 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:47] d2.utils.events INFO: eta: 1 day, 4:00:58 iter: 90939 total_loss: 6.078 loss_ce: 0.3338 loss_bbox: 0.2014 loss_giou: 0.337 loss_ce_0: 0.5312 loss_bbox_0: 0.3354 loss_giou_0: 0.5161 loss_ce_1: 0.4284 loss_bbox_1: 0.237 loss_giou_1: 0.3878 loss_ce_2: 0.3713 loss_bbox_2: 0.2162 loss_giou_2: 0.3515 loss_ce_3: 0.3432 loss_bbox_3: 0.2075 loss_giou_3: 0.3419 loss_ce_4: 0.3339 loss_bbox_4: 0.2048 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:52] d2.utils.events INFO: eta: 1 day, 4:00:10 iter: 90959 total_loss: 6.345 loss_ce: 0.3526 loss_bbox: 0.1979 loss_giou: 0.3583 loss_ce_0: 0.5359 loss_bbox_0: 0.3477 loss_giou_0: 0.5565 loss_ce_1: 0.4387 loss_bbox_1: 0.2366 loss_giou_1: 0.404 loss_ce_2: 0.3808 loss_bbox_2: 0.2114 loss_giou_2: 0.3781 loss_ce_3: 0.3613 loss_bbox_3: 0.2022 loss_giou_3: 0.3714 loss_ce_4: 0.347 loss_bbox_4: 0.2009 loss_giou_4: 0.3659 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 20:36:58] d2.utils.events INFO: eta: 1 day, 3:58:58 iter: 90979 total_loss: 6.457 loss_ce: 0.3445 loss_bbox: 0.202 loss_giou: 0.3743 loss_ce_0: 0.547 loss_bbox_0: 0.3207 loss_giou_0: 0.5674 loss_ce_1: 0.4437 loss_bbox_1: 0.2272 loss_giou_1: 0.4181 loss_ce_2: 0.3708 loss_bbox_2: 0.2102 loss_giou_2: 0.387 loss_ce_3: 0.3517 loss_bbox_3: 0.2037 loss_giou_3: 0.3824 loss_ce_4: 0.3483 loss_bbox_4: 0.2053 loss_giou_4: 0.3769 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:04] d2.utils.events INFO: eta: 1 day, 3:58:34 iter: 90999 total_loss: 6.575 loss_ce: 0.3541 loss_bbox: 0.2303 loss_giou: 0.3817 loss_ce_0: 0.5616 loss_bbox_0: 0.3707 loss_giou_0: 0.5625 loss_ce_1: 0.4542 loss_bbox_1: 0.2621 loss_giou_1: 0.4326 loss_ce_2: 0.395 loss_bbox_2: 0.2499 loss_giou_2: 0.3975 loss_ce_3: 0.3655 loss_bbox_3: 0.2387 loss_giou_3: 0.3884 loss_ce_4: 0.364 loss_bbox_4: 0.2358 loss_giou_4: 0.3806 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:09] d2.utils.events INFO: eta: 1 day, 3:59:27 iter: 91019 total_loss: 6.249 loss_ce: 0.3576 loss_bbox: 0.2046 loss_giou: 0.3537 loss_ce_0: 0.5519 loss_bbox_0: 0.3426 loss_giou_0: 0.5613 loss_ce_1: 0.4609 loss_bbox_1: 0.2438 loss_giou_1: 0.4109 loss_ce_2: 0.3967 loss_bbox_2: 0.2162 loss_giou_2: 0.3676 loss_ce_3: 0.3598 loss_bbox_3: 0.2077 loss_giou_3: 0.3619 loss_ce_4: 0.363 loss_bbox_4: 0.2055 loss_giou_4: 0.3547 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:15] d2.utils.events INFO: eta: 1 day, 3:59:47 iter: 91039 total_loss: 6.36 loss_ce: 0.3654 loss_bbox: 0.218 loss_giou: 0.3652 loss_ce_0: 0.5385 loss_bbox_0: 0.3506 loss_giou_0: 0.5439 loss_ce_1: 0.4549 loss_bbox_1: 0.25 loss_giou_1: 0.4077 loss_ce_2: 0.3902 loss_bbox_2: 0.2392 loss_giou_2: 0.3787 loss_ce_3: 0.367 loss_bbox_3: 0.2277 loss_giou_3: 0.3706 loss_ce_4: 0.3612 loss_bbox_4: 0.2218 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:20] d2.utils.events INFO: eta: 1 day, 3:59:42 iter: 91059 total_loss: 6.616 loss_ce: 0.3514 loss_bbox: 0.2189 loss_giou: 0.3667 loss_ce_0: 0.5395 loss_bbox_0: 0.3642 loss_giou_0: 0.5518 loss_ce_1: 0.4613 loss_bbox_1: 0.2551 loss_giou_1: 0.4131 loss_ce_2: 0.3962 loss_bbox_2: 0.2338 loss_giou_2: 0.3859 loss_ce_3: 0.371 loss_bbox_3: 0.2219 loss_giou_3: 0.3783 loss_ce_4: 0.3598 loss_bbox_4: 0.2238 loss_giou_4: 0.37 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:26] d2.utils.events INFO: eta: 1 day, 3:58:59 iter: 91079 total_loss: 6.661 loss_ce: 0.3459 loss_bbox: 0.2013 loss_giou: 0.3994 loss_ce_0: 0.5341 loss_bbox_0: 0.3424 loss_giou_0: 0.5768 loss_ce_1: 0.4274 loss_bbox_1: 0.2378 loss_giou_1: 0.4396 loss_ce_2: 0.3685 loss_bbox_2: 0.2183 loss_giou_2: 0.4155 loss_ce_3: 0.3459 loss_bbox_3: 0.2162 loss_giou_3: 0.4076 loss_ce_4: 0.3409 loss_bbox_4: 0.2121 loss_giou_4: 0.4051 time: 0.2802 data_time: 0.0185 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:32] d2.utils.events INFO: eta: 1 day, 3:59:24 iter: 91099 total_loss: 6.338 loss_ce: 0.3489 loss_bbox: 0.2074 loss_giou: 0.3732 loss_ce_0: 0.5362 loss_bbox_0: 0.3406 loss_giou_0: 0.5783 loss_ce_1: 0.4335 loss_bbox_1: 0.2444 loss_giou_1: 0.4324 loss_ce_2: 0.3723 loss_bbox_2: 0.221 loss_giou_2: 0.3947 loss_ce_3: 0.3534 loss_bbox_3: 0.2139 loss_giou_3: 0.3837 loss_ce_4: 0.344 loss_bbox_4: 0.2071 loss_giou_4: 0.3767 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:38] d2.utils.events INFO: eta: 1 day, 3:58:59 iter: 91119 total_loss: 6.115 loss_ce: 0.3278 loss_bbox: 0.2208 loss_giou: 0.3467 loss_ce_0: 0.5254 loss_bbox_0: 0.3544 loss_giou_0: 0.536 loss_ce_1: 0.4288 loss_bbox_1: 0.2473 loss_giou_1: 0.3966 loss_ce_2: 0.3657 loss_bbox_2: 0.2221 loss_giou_2: 0.3577 loss_ce_3: 0.3352 loss_bbox_3: 0.2191 loss_giou_3: 0.3552 loss_ce_4: 0.3313 loss_bbox_4: 0.2171 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:44] d2.utils.events INFO: eta: 1 day, 4:00:05 iter: 91139 total_loss: 6.362 loss_ce: 0.3231 loss_bbox: 0.2107 loss_giou: 0.3789 loss_ce_0: 0.5342 loss_bbox_0: 0.3444 loss_giou_0: 0.5791 loss_ce_1: 0.4415 loss_bbox_1: 0.2388 loss_giou_1: 0.4345 loss_ce_2: 0.3719 loss_bbox_2: 0.2285 loss_giou_2: 0.3946 loss_ce_3: 0.3404 loss_bbox_3: 0.2205 loss_giou_3: 0.3777 loss_ce_4: 0.3229 loss_bbox_4: 0.2155 loss_giou_4: 0.3792 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:49] d2.utils.events INFO: eta: 1 day, 3:59:59 iter: 91159 total_loss: 6.309 loss_ce: 0.3393 loss_bbox: 0.197 loss_giou: 0.3598 loss_ce_0: 0.5497 loss_bbox_0: 0.344 loss_giou_0: 0.5725 loss_ce_1: 0.4277 loss_bbox_1: 0.2369 loss_giou_1: 0.4177 loss_ce_2: 0.3685 loss_bbox_2: 0.2178 loss_giou_2: 0.3847 loss_ce_3: 0.3377 loss_bbox_3: 0.2021 loss_giou_3: 0.3691 loss_ce_4: 0.3455 loss_bbox_4: 0.1999 loss_giou_4: 0.3621 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:37:55] d2.utils.events INFO: eta: 1 day, 4:00:24 iter: 91179 total_loss: 6.475 loss_ce: 0.3513 loss_bbox: 0.2154 loss_giou: 0.3623 loss_ce_0: 0.5472 loss_bbox_0: 0.3523 loss_giou_0: 0.5569 loss_ce_1: 0.4486 loss_bbox_1: 0.2584 loss_giou_1: 0.416 loss_ce_2: 0.3823 loss_bbox_2: 0.2289 loss_giou_2: 0.3836 loss_ce_3: 0.3594 loss_bbox_3: 0.2179 loss_giou_3: 0.3715 loss_ce_4: 0.3543 loss_bbox_4: 0.2159 loss_giou_4: 0.3663 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:01] d2.utils.events INFO: eta: 1 day, 4:00:38 iter: 91199 total_loss: 6.003 loss_ce: 0.3609 loss_bbox: 0.1948 loss_giou: 0.3549 loss_ce_0: 0.5371 loss_bbox_0: 0.3512 loss_giou_0: 0.5427 loss_ce_1: 0.4469 loss_bbox_1: 0.2357 loss_giou_1: 0.3988 loss_ce_2: 0.4073 loss_bbox_2: 0.207 loss_giou_2: 0.3668 loss_ce_3: 0.3638 loss_bbox_3: 0.2041 loss_giou_3: 0.3628 loss_ce_4: 0.3569 loss_bbox_4: 0.1976 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:06] d2.utils.events INFO: eta: 1 day, 4:00:53 iter: 91219 total_loss: 6.215 loss_ce: 0.3563 loss_bbox: 0.1988 loss_giou: 0.3567 loss_ce_0: 0.5283 loss_bbox_0: 0.3372 loss_giou_0: 0.5393 loss_ce_1: 0.4476 loss_bbox_1: 0.231 loss_giou_1: 0.3942 loss_ce_2: 0.4062 loss_bbox_2: 0.2008 loss_giou_2: 0.3644 loss_ce_3: 0.3714 loss_bbox_3: 0.1981 loss_giou_3: 0.3611 loss_ce_4: 0.366 loss_bbox_4: 0.1963 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:12] d2.utils.events INFO: eta: 1 day, 3:59:52 iter: 91239 total_loss: 6.405 loss_ce: 0.3515 loss_bbox: 0.2013 loss_giou: 0.3652 loss_ce_0: 0.5401 loss_bbox_0: 0.3548 loss_giou_0: 0.5617 loss_ce_1: 0.4506 loss_bbox_1: 0.2352 loss_giou_1: 0.4181 loss_ce_2: 0.3878 loss_bbox_2: 0.215 loss_giou_2: 0.3811 loss_ce_3: 0.3621 loss_bbox_3: 0.2069 loss_giou_3: 0.3741 loss_ce_4: 0.3529 loss_bbox_4: 0.2064 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:18] d2.utils.events INFO: eta: 1 day, 3:59:46 iter: 91259 total_loss: 6.26 loss_ce: 0.3554 loss_bbox: 0.2101 loss_giou: 0.3421 loss_ce_0: 0.5481 loss_bbox_0: 0.3397 loss_giou_0: 0.5119 loss_ce_1: 0.4562 loss_bbox_1: 0.2493 loss_giou_1: 0.3821 loss_ce_2: 0.3843 loss_bbox_2: 0.2228 loss_giou_2: 0.361 loss_ce_3: 0.3556 loss_bbox_3: 0.2142 loss_giou_3: 0.3445 loss_ce_4: 0.345 loss_bbox_4: 0.2072 loss_giou_4: 0.3379 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:23] d2.utils.events INFO: eta: 1 day, 3:58:53 iter: 91279 total_loss: 6.271 loss_ce: 0.3485 loss_bbox: 0.2031 loss_giou: 0.3586 loss_ce_0: 0.5269 loss_bbox_0: 0.324 loss_giou_0: 0.5643 loss_ce_1: 0.4387 loss_bbox_1: 0.2432 loss_giou_1: 0.4139 loss_ce_2: 0.3725 loss_bbox_2: 0.2166 loss_giou_2: 0.3767 loss_ce_3: 0.349 loss_bbox_3: 0.2084 loss_giou_3: 0.3728 loss_ce_4: 0.3482 loss_bbox_4: 0.2059 loss_giou_4: 0.364 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:29] d2.utils.events INFO: eta: 1 day, 3:57:47 iter: 91299 total_loss: 6.491 loss_ce: 0.3526 loss_bbox: 0.2362 loss_giou: 0.3763 loss_ce_0: 0.5609 loss_bbox_0: 0.3706 loss_giou_0: 0.5789 loss_ce_1: 0.4534 loss_bbox_1: 0.2651 loss_giou_1: 0.4303 loss_ce_2: 0.3918 loss_bbox_2: 0.2483 loss_giou_2: 0.3957 loss_ce_3: 0.3605 loss_bbox_3: 0.2366 loss_giou_3: 0.3882 loss_ce_4: 0.353 loss_bbox_4: 0.2368 loss_giou_4: 0.3817 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:35] d2.utils.events INFO: eta: 1 day, 3:57:52 iter: 91319 total_loss: 6.032 loss_ce: 0.3468 loss_bbox: 0.2037 loss_giou: 0.3453 loss_ce_0: 0.5562 loss_bbox_0: 0.3558 loss_giou_0: 0.53 loss_ce_1: 0.443 loss_bbox_1: 0.2453 loss_giou_1: 0.3987 loss_ce_2: 0.3789 loss_bbox_2: 0.212 loss_giou_2: 0.3565 loss_ce_3: 0.3569 loss_bbox_3: 0.202 loss_giou_3: 0.3486 loss_ce_4: 0.3424 loss_bbox_4: 0.2032 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:40] d2.utils.events INFO: eta: 1 day, 3:57:55 iter: 91339 total_loss: 6.459 loss_ce: 0.3549 loss_bbox: 0.2211 loss_giou: 0.3659 loss_ce_0: 0.5424 loss_bbox_0: 0.3639 loss_giou_0: 0.575 loss_ce_1: 0.4419 loss_bbox_1: 0.2611 loss_giou_1: 0.4251 loss_ce_2: 0.3815 loss_bbox_2: 0.2374 loss_giou_2: 0.3927 loss_ce_3: 0.3573 loss_bbox_3: 0.2261 loss_giou_3: 0.3794 loss_ce_4: 0.3481 loss_bbox_4: 0.2202 loss_giou_4: 0.3692 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:46] d2.utils.events INFO: eta: 1 day, 3:57:50 iter: 91359 total_loss: 6.158 loss_ce: 0.3509 loss_bbox: 0.2084 loss_giou: 0.3404 loss_ce_0: 0.5402 loss_bbox_0: 0.357 loss_giou_0: 0.5268 loss_ce_1: 0.4391 loss_bbox_1: 0.2474 loss_giou_1: 0.3915 loss_ce_2: 0.3885 loss_bbox_2: 0.2223 loss_giou_2: 0.3661 loss_ce_3: 0.3694 loss_bbox_3: 0.214 loss_giou_3: 0.3509 loss_ce_4: 0.3522 loss_bbox_4: 0.2136 loss_giou_4: 0.3445 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:52] d2.utils.events INFO: eta: 1 day, 3:58:12 iter: 91379 total_loss: 6.612 loss_ce: 0.3706 loss_bbox: 0.2039 loss_giou: 0.3717 loss_ce_0: 0.5795 loss_bbox_0: 0.3533 loss_giou_0: 0.5792 loss_ce_1: 0.4614 loss_bbox_1: 0.2456 loss_giou_1: 0.4336 loss_ce_2: 0.3995 loss_bbox_2: 0.2149 loss_giou_2: 0.3887 loss_ce_3: 0.3805 loss_bbox_3: 0.2077 loss_giou_3: 0.3792 loss_ce_4: 0.3676 loss_bbox_4: 0.202 loss_giou_4: 0.3732 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 20:38:57] d2.utils.events INFO: eta: 1 day, 3:59:14 iter: 91399 total_loss: 6.448 loss_ce: 0.3672 loss_bbox: 0.2232 loss_giou: 0.3716 loss_ce_0: 0.5316 loss_bbox_0: 0.3573 loss_giou_0: 0.5619 loss_ce_1: 0.4631 loss_bbox_1: 0.2552 loss_giou_1: 0.4292 loss_ce_2: 0.3965 loss_bbox_2: 0.2349 loss_giou_2: 0.3955 loss_ce_3: 0.373 loss_bbox_3: 0.2235 loss_giou_3: 0.3868 loss_ce_4: 0.3674 loss_bbox_4: 0.2261 loss_giou_4: 0.3815 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:03] d2.utils.events INFO: eta: 1 day, 3:59:08 iter: 91419 total_loss: 6.412 loss_ce: 0.3595 loss_bbox: 0.2278 loss_giou: 0.3461 loss_ce_0: 0.5522 loss_bbox_0: 0.3759 loss_giou_0: 0.5464 loss_ce_1: 0.4456 loss_bbox_1: 0.2619 loss_giou_1: 0.4035 loss_ce_2: 0.3832 loss_bbox_2: 0.2386 loss_giou_2: 0.3674 loss_ce_3: 0.3761 loss_bbox_3: 0.2311 loss_giou_3: 0.3536 loss_ce_4: 0.3562 loss_bbox_4: 0.2274 loss_giou_4: 0.3496 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:09] d2.utils.events INFO: eta: 1 day, 3:56:36 iter: 91439 total_loss: 6.446 loss_ce: 0.3546 loss_bbox: 0.2194 loss_giou: 0.368 loss_ce_0: 0.5417 loss_bbox_0: 0.3671 loss_giou_0: 0.567 loss_ce_1: 0.4457 loss_bbox_1: 0.2651 loss_giou_1: 0.4092 loss_ce_2: 0.398 loss_bbox_2: 0.2338 loss_giou_2: 0.3786 loss_ce_3: 0.3669 loss_bbox_3: 0.2257 loss_giou_3: 0.3689 loss_ce_4: 0.3577 loss_bbox_4: 0.2212 loss_giou_4: 0.3705 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:14] d2.utils.events INFO: eta: 1 day, 3:55:32 iter: 91459 total_loss: 6.384 loss_ce: 0.3514 loss_bbox: 0.2098 loss_giou: 0.379 loss_ce_0: 0.5391 loss_bbox_0: 0.3467 loss_giou_0: 0.5663 loss_ce_1: 0.4265 loss_bbox_1: 0.2391 loss_giou_1: 0.4274 loss_ce_2: 0.3832 loss_bbox_2: 0.2198 loss_giou_2: 0.3944 loss_ce_3: 0.3546 loss_bbox_3: 0.2118 loss_giou_3: 0.3863 loss_ce_4: 0.353 loss_bbox_4: 0.2076 loss_giou_4: 0.3805 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:20] d2.utils.events INFO: eta: 1 day, 3:55:34 iter: 91479 total_loss: 6.309 loss_ce: 0.3707 loss_bbox: 0.2107 loss_giou: 0.3563 loss_ce_0: 0.5529 loss_bbox_0: 0.3629 loss_giou_0: 0.5397 loss_ce_1: 0.4435 loss_bbox_1: 0.2468 loss_giou_1: 0.4027 loss_ce_2: 0.3909 loss_bbox_2: 0.2234 loss_giou_2: 0.3655 loss_ce_3: 0.3689 loss_bbox_3: 0.2123 loss_giou_3: 0.3619 loss_ce_4: 0.3654 loss_bbox_4: 0.214 loss_giou_4: 0.3596 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:26] d2.utils.events INFO: eta: 1 day, 3:56:58 iter: 91499 total_loss: 6.529 loss_ce: 0.3618 loss_bbox: 0.205 loss_giou: 0.3862 loss_ce_0: 0.556 loss_bbox_0: 0.3511 loss_giou_0: 0.5953 loss_ce_1: 0.4539 loss_bbox_1: 0.2305 loss_giou_1: 0.4424 loss_ce_2: 0.392 loss_bbox_2: 0.2205 loss_giou_2: 0.4132 loss_ce_3: 0.366 loss_bbox_3: 0.2092 loss_giou_3: 0.394 loss_ce_4: 0.3644 loss_bbox_4: 0.2059 loss_giou_4: 0.3922 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:32] d2.utils.events INFO: eta: 1 day, 3:57:33 iter: 91519 total_loss: 6.109 loss_ce: 0.3311 loss_bbox: 0.2269 loss_giou: 0.3459 loss_ce_0: 0.5198 loss_bbox_0: 0.3529 loss_giou_0: 0.5556 loss_ce_1: 0.4347 loss_bbox_1: 0.2567 loss_giou_1: 0.3983 loss_ce_2: 0.368 loss_bbox_2: 0.2357 loss_giou_2: 0.3629 loss_ce_3: 0.3345 loss_bbox_3: 0.2217 loss_giou_3: 0.35 loss_ce_4: 0.3281 loss_bbox_4: 0.2244 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:37] d2.utils.events INFO: eta: 1 day, 3:58:43 iter: 91539 total_loss: 6.363 loss_ce: 0.3584 loss_bbox: 0.217 loss_giou: 0.361 loss_ce_0: 0.5426 loss_bbox_0: 0.3618 loss_giou_0: 0.5685 loss_ce_1: 0.4407 loss_bbox_1: 0.2539 loss_giou_1: 0.4194 loss_ce_2: 0.3832 loss_bbox_2: 0.2331 loss_giou_2: 0.3811 loss_ce_3: 0.3613 loss_bbox_3: 0.2258 loss_giou_3: 0.3683 loss_ce_4: 0.3564 loss_bbox_4: 0.2217 loss_giou_4: 0.364 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:43] d2.utils.events INFO: eta: 1 day, 3:56:50 iter: 91559 total_loss: 6.097 loss_ce: 0.3437 loss_bbox: 0.2005 loss_giou: 0.3552 loss_ce_0: 0.513 loss_bbox_0: 0.3334 loss_giou_0: 0.5316 loss_ce_1: 0.4213 loss_bbox_1: 0.2311 loss_giou_1: 0.3979 loss_ce_2: 0.3738 loss_bbox_2: 0.217 loss_giou_2: 0.3746 loss_ce_3: 0.3519 loss_bbox_3: 0.2055 loss_giou_3: 0.3654 loss_ce_4: 0.3383 loss_bbox_4: 0.2003 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:49] d2.utils.events INFO: eta: 1 day, 3:57:49 iter: 91579 total_loss: 6.529 loss_ce: 0.3516 loss_bbox: 0.1936 loss_giou: 0.3653 loss_ce_0: 0.548 loss_bbox_0: 0.3388 loss_giou_0: 0.5556 loss_ce_1: 0.4434 loss_bbox_1: 0.2406 loss_giou_1: 0.4218 loss_ce_2: 0.3819 loss_bbox_2: 0.213 loss_giou_2: 0.388 loss_ce_3: 0.3473 loss_bbox_3: 0.2028 loss_giou_3: 0.3743 loss_ce_4: 0.3476 loss_bbox_4: 0.195 loss_giou_4: 0.3696 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 20:39:54] d2.utils.events INFO: eta: 1 day, 3:57:11 iter: 91599 total_loss: 6.113 loss_ce: 0.3454 loss_bbox: 0.2092 loss_giou: 0.3485 loss_ce_0: 0.5465 loss_bbox_0: 0.3443 loss_giou_0: 0.534 loss_ce_1: 0.4375 loss_bbox_1: 0.237 loss_giou_1: 0.3934 loss_ce_2: 0.3852 loss_bbox_2: 0.221 loss_giou_2: 0.3569 loss_ce_3: 0.346 loss_bbox_3: 0.2107 loss_giou_3: 0.3521 loss_ce_4: 0.3384 loss_bbox_4: 0.2104 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:00] d2.utils.events INFO: eta: 1 day, 3:56:50 iter: 91619 total_loss: 6.651 loss_ce: 0.3666 loss_bbox: 0.2147 loss_giou: 0.366 loss_ce_0: 0.5462 loss_bbox_0: 0.3647 loss_giou_0: 0.5739 loss_ce_1: 0.4572 loss_bbox_1: 0.2568 loss_giou_1: 0.4279 loss_ce_2: 0.3992 loss_bbox_2: 0.2308 loss_giou_2: 0.3935 loss_ce_3: 0.372 loss_bbox_3: 0.2193 loss_giou_3: 0.3815 loss_ce_4: 0.3701 loss_bbox_4: 0.2156 loss_giou_4: 0.3705 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:06] d2.utils.events INFO: eta: 1 day, 3:56:17 iter: 91639 total_loss: 6.622 loss_ce: 0.3505 loss_bbox: 0.2066 loss_giou: 0.3925 loss_ce_0: 0.5337 loss_bbox_0: 0.3468 loss_giou_0: 0.5964 loss_ce_1: 0.4409 loss_bbox_1: 0.2357 loss_giou_1: 0.434 loss_ce_2: 0.3843 loss_bbox_2: 0.2176 loss_giou_2: 0.4079 loss_ce_3: 0.3555 loss_bbox_3: 0.2119 loss_giou_3: 0.4006 loss_ce_4: 0.3492 loss_bbox_4: 0.2108 loss_giou_4: 0.3945 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:11] d2.utils.events INFO: eta: 1 day, 3:55:54 iter: 91659 total_loss: 6.474 loss_ce: 0.3596 loss_bbox: 0.2067 loss_giou: 0.3686 loss_ce_0: 0.5465 loss_bbox_0: 0.3487 loss_giou_0: 0.5696 loss_ce_1: 0.4371 loss_bbox_1: 0.2465 loss_giou_1: 0.4267 loss_ce_2: 0.3986 loss_bbox_2: 0.2119 loss_giou_2: 0.3925 loss_ce_3: 0.3695 loss_bbox_3: 0.2084 loss_giou_3: 0.3773 loss_ce_4: 0.3623 loss_bbox_4: 0.2066 loss_giou_4: 0.3672 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:17] d2.utils.events INFO: eta: 1 day, 3:54:30 iter: 91679 total_loss: 6.372 loss_ce: 0.3562 loss_bbox: 0.2095 loss_giou: 0.3557 loss_ce_0: 0.5465 loss_bbox_0: 0.3512 loss_giou_0: 0.5546 loss_ce_1: 0.4294 loss_bbox_1: 0.2554 loss_giou_1: 0.4121 loss_ce_2: 0.3845 loss_bbox_2: 0.2099 loss_giou_2: 0.3705 loss_ce_3: 0.3693 loss_bbox_3: 0.213 loss_giou_3: 0.3574 loss_ce_4: 0.3553 loss_bbox_4: 0.2151 loss_giou_4: 0.3572 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:23] d2.utils.events INFO: eta: 1 day, 3:53:45 iter: 91699 total_loss: 5.909 loss_ce: 0.3224 loss_bbox: 0.1952 loss_giou: 0.3322 loss_ce_0: 0.5095 loss_bbox_0: 0.3453 loss_giou_0: 0.5162 loss_ce_1: 0.4157 loss_bbox_1: 0.2334 loss_giou_1: 0.3808 loss_ce_2: 0.3547 loss_bbox_2: 0.2102 loss_giou_2: 0.3529 loss_ce_3: 0.3355 loss_bbox_3: 0.1978 loss_giou_3: 0.3388 loss_ce_4: 0.3235 loss_bbox_4: 0.1947 loss_giou_4: 0.3334 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:28] d2.utils.events INFO: eta: 1 day, 3:53:42 iter: 91719 total_loss: 6.187 loss_ce: 0.3573 loss_bbox: 0.2076 loss_giou: 0.3493 loss_ce_0: 0.558 loss_bbox_0: 0.3506 loss_giou_0: 0.5339 loss_ce_1: 0.4477 loss_bbox_1: 0.243 loss_giou_1: 0.4106 loss_ce_2: 0.3909 loss_bbox_2: 0.223 loss_giou_2: 0.371 loss_ce_3: 0.3702 loss_bbox_3: 0.2162 loss_giou_3: 0.3638 loss_ce_4: 0.3588 loss_bbox_4: 0.2121 loss_giou_4: 0.3568 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:34] d2.utils.events INFO: eta: 1 day, 3:53:48 iter: 91739 total_loss: 6.521 loss_ce: 0.3773 loss_bbox: 0.2173 loss_giou: 0.3586 loss_ce_0: 0.5529 loss_bbox_0: 0.3491 loss_giou_0: 0.5644 loss_ce_1: 0.4551 loss_bbox_1: 0.2475 loss_giou_1: 0.4079 loss_ce_2: 0.4158 loss_bbox_2: 0.2259 loss_giou_2: 0.3716 loss_ce_3: 0.3923 loss_bbox_3: 0.2212 loss_giou_3: 0.3685 loss_ce_4: 0.3742 loss_bbox_4: 0.2211 loss_giou_4: 0.3628 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:40] d2.utils.events INFO: eta: 1 day, 3:53:31 iter: 91759 total_loss: 6.316 loss_ce: 0.3546 loss_bbox: 0.1807 loss_giou: 0.3771 loss_ce_0: 0.5215 loss_bbox_0: 0.3283 loss_giou_0: 0.5852 loss_ce_1: 0.4336 loss_bbox_1: 0.2254 loss_giou_1: 0.4378 loss_ce_2: 0.3796 loss_bbox_2: 0.202 loss_giou_2: 0.3964 loss_ce_3: 0.3548 loss_bbox_3: 0.1941 loss_giou_3: 0.3832 loss_ce_4: 0.3485 loss_bbox_4: 0.1855 loss_giou_4: 0.3781 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:46] d2.utils.events INFO: eta: 1 day, 3:53:43 iter: 91779 total_loss: 6.4 loss_ce: 0.3554 loss_bbox: 0.1911 loss_giou: 0.3959 loss_ce_0: 0.5407 loss_bbox_0: 0.3391 loss_giou_0: 0.575 loss_ce_1: 0.446 loss_bbox_1: 0.2226 loss_giou_1: 0.4406 loss_ce_2: 0.3776 loss_bbox_2: 0.1985 loss_giou_2: 0.411 loss_ce_3: 0.3579 loss_bbox_3: 0.1933 loss_giou_3: 0.3989 loss_ce_4: 0.3525 loss_bbox_4: 0.1891 loss_giou_4: 0.3948 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:51] d2.utils.events INFO: eta: 1 day, 3:53:31 iter: 91799 total_loss: 6.385 loss_ce: 0.3693 loss_bbox: 0.2194 loss_giou: 0.3335 loss_ce_0: 0.5397 loss_bbox_0: 0.3634 loss_giou_0: 0.5275 loss_ce_1: 0.4479 loss_bbox_1: 0.2544 loss_giou_1: 0.3927 loss_ce_2: 0.3954 loss_bbox_2: 0.2359 loss_giou_2: 0.3538 loss_ce_3: 0.3714 loss_bbox_3: 0.2223 loss_giou_3: 0.3389 loss_ce_4: 0.3712 loss_bbox_4: 0.222 loss_giou_4: 0.3314 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:40:57] d2.utils.events INFO: eta: 1 day, 3:53:10 iter: 91819 total_loss: 6.394 loss_ce: 0.3486 loss_bbox: 0.2132 loss_giou: 0.3697 loss_ce_0: 0.55 loss_bbox_0: 0.356 loss_giou_0: 0.5836 loss_ce_1: 0.4401 loss_bbox_1: 0.2428 loss_giou_1: 0.4203 loss_ce_2: 0.391 loss_bbox_2: 0.2189 loss_giou_2: 0.3878 loss_ce_3: 0.3536 loss_bbox_3: 0.2106 loss_giou_3: 0.3748 loss_ce_4: 0.3463 loss_bbox_4: 0.2093 loss_giou_4: 0.3765 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:03] d2.utils.events INFO: eta: 1 day, 3:51:49 iter: 91839 total_loss: 6.171 loss_ce: 0.3504 loss_bbox: 0.2016 loss_giou: 0.3615 loss_ce_0: 0.5141 loss_bbox_0: 0.3314 loss_giou_0: 0.5545 loss_ce_1: 0.4243 loss_bbox_1: 0.233 loss_giou_1: 0.413 loss_ce_2: 0.3829 loss_bbox_2: 0.2134 loss_giou_2: 0.3796 loss_ce_3: 0.3548 loss_bbox_3: 0.2049 loss_giou_3: 0.3689 loss_ce_4: 0.3501 loss_bbox_4: 0.2009 loss_giou_4: 0.3635 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:08] d2.utils.events INFO: eta: 1 day, 3:51:44 iter: 91859 total_loss: 6.211 loss_ce: 0.3229 loss_bbox: 0.1998 loss_giou: 0.3542 loss_ce_0: 0.5279 loss_bbox_0: 0.3523 loss_giou_0: 0.5237 loss_ce_1: 0.4277 loss_bbox_1: 0.2475 loss_giou_1: 0.4063 loss_ce_2: 0.3684 loss_bbox_2: 0.2195 loss_giou_2: 0.3749 loss_ce_3: 0.3345 loss_bbox_3: 0.2146 loss_giou_3: 0.3614 loss_ce_4: 0.3183 loss_bbox_4: 0.2114 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:14] d2.utils.events INFO: eta: 1 day, 3:50:58 iter: 91879 total_loss: 6.152 loss_ce: 0.3557 loss_bbox: 0.2239 loss_giou: 0.3487 loss_ce_0: 0.5421 loss_bbox_0: 0.3508 loss_giou_0: 0.5206 loss_ce_1: 0.4436 loss_bbox_1: 0.265 loss_giou_1: 0.4032 loss_ce_2: 0.3779 loss_bbox_2: 0.2341 loss_giou_2: 0.3573 loss_ce_3: 0.3593 loss_bbox_3: 0.2319 loss_giou_3: 0.3497 loss_ce_4: 0.3466 loss_bbox_4: 0.2261 loss_giou_4: 0.3495 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:20] d2.utils.events INFO: eta: 1 day, 3:51:06 iter: 91899 total_loss: 6.04 loss_ce: 0.3173 loss_bbox: 0.193 loss_giou: 0.3655 loss_ce_0: 0.5245 loss_bbox_0: 0.3366 loss_giou_0: 0.5565 loss_ce_1: 0.4091 loss_bbox_1: 0.2255 loss_giou_1: 0.4116 loss_ce_2: 0.3398 loss_bbox_2: 0.2054 loss_giou_2: 0.3804 loss_ce_3: 0.3164 loss_bbox_3: 0.2014 loss_giou_3: 0.3744 loss_ce_4: 0.3167 loss_bbox_4: 0.1952 loss_giou_4: 0.3714 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:25] d2.utils.events INFO: eta: 1 day, 3:51:24 iter: 91919 total_loss: 6.354 loss_ce: 0.3484 loss_bbox: 0.214 loss_giou: 0.3781 loss_ce_0: 0.536 loss_bbox_0: 0.3531 loss_giou_0: 0.568 loss_ce_1: 0.4462 loss_bbox_1: 0.2412 loss_giou_1: 0.4258 loss_ce_2: 0.3877 loss_bbox_2: 0.2216 loss_giou_2: 0.3949 loss_ce_3: 0.3589 loss_bbox_3: 0.2154 loss_giou_3: 0.3813 loss_ce_4: 0.3498 loss_bbox_4: 0.2077 loss_giou_4: 0.3809 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:31] d2.utils.events INFO: eta: 1 day, 3:51:38 iter: 91939 total_loss: 6.583 loss_ce: 0.3633 loss_bbox: 0.2394 loss_giou: 0.3722 loss_ce_0: 0.553 loss_bbox_0: 0.3734 loss_giou_0: 0.547 loss_ce_1: 0.453 loss_bbox_1: 0.2649 loss_giou_1: 0.4135 loss_ce_2: 0.3907 loss_bbox_2: 0.2439 loss_giou_2: 0.3876 loss_ce_3: 0.3604 loss_bbox_3: 0.246 loss_giou_3: 0.3793 loss_ce_4: 0.3561 loss_bbox_4: 0.2377 loss_giou_4: 0.3735 time: 0.2802 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:37] d2.utils.events INFO: eta: 1 day, 3:51:25 iter: 91959 total_loss: 6.455 loss_ce: 0.3506 loss_bbox: 0.2035 loss_giou: 0.3681 loss_ce_0: 0.5363 loss_bbox_0: 0.3462 loss_giou_0: 0.567 loss_ce_1: 0.447 loss_bbox_1: 0.2312 loss_giou_1: 0.4296 loss_ce_2: 0.3904 loss_bbox_2: 0.2109 loss_giou_2: 0.3954 loss_ce_3: 0.3585 loss_bbox_3: 0.2074 loss_giou_3: 0.3701 loss_ce_4: 0.3484 loss_bbox_4: 0.2029 loss_giou_4: 0.3671 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:42] d2.utils.events INFO: eta: 1 day, 3:52:23 iter: 91979 total_loss: 6.351 loss_ce: 0.3457 loss_bbox: 0.2251 loss_giou: 0.3552 loss_ce_0: 0.5446 loss_bbox_0: 0.3565 loss_giou_0: 0.5202 loss_ce_1: 0.4396 loss_bbox_1: 0.2529 loss_giou_1: 0.3965 loss_ce_2: 0.3885 loss_bbox_2: 0.2349 loss_giou_2: 0.3746 loss_ce_3: 0.3575 loss_bbox_3: 0.2266 loss_giou_3: 0.3627 loss_ce_4: 0.3545 loss_bbox_4: 0.2265 loss_giou_4: 0.356 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:48] d2.utils.events INFO: eta: 1 day, 3:52:26 iter: 91999 total_loss: 6.518 loss_ce: 0.3677 loss_bbox: 0.2065 loss_giou: 0.3769 loss_ce_0: 0.5541 loss_bbox_0: 0.3607 loss_giou_0: 0.5611 loss_ce_1: 0.4651 loss_bbox_1: 0.2538 loss_giou_1: 0.4315 loss_ce_2: 0.4116 loss_bbox_2: 0.2226 loss_giou_2: 0.399 loss_ce_3: 0.3764 loss_bbox_3: 0.2142 loss_giou_3: 0.3868 loss_ce_4: 0.3687 loss_bbox_4: 0.2117 loss_giou_4: 0.3829 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:54] d2.utils.events INFO: eta: 1 day, 3:52:12 iter: 92019 total_loss: 6.308 loss_ce: 0.3627 loss_bbox: 0.1968 loss_giou: 0.3585 loss_ce_0: 0.5475 loss_bbox_0: 0.3519 loss_giou_0: 0.5451 loss_ce_1: 0.4551 loss_bbox_1: 0.2382 loss_giou_1: 0.4031 loss_ce_2: 0.3883 loss_bbox_2: 0.213 loss_giou_2: 0.381 loss_ce_3: 0.372 loss_bbox_3: 0.2 loss_giou_3: 0.3648 loss_ce_4: 0.3596 loss_bbox_4: 0.1987 loss_giou_4: 0.3645 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:41:59] d2.utils.events INFO: eta: 1 day, 3:51:57 iter: 92039 total_loss: 6.51 loss_ce: 0.3442 loss_bbox: 0.2168 loss_giou: 0.3744 loss_ce_0: 0.5365 loss_bbox_0: 0.3482 loss_giou_0: 0.5444 loss_ce_1: 0.4432 loss_bbox_1: 0.2467 loss_giou_1: 0.4237 loss_ce_2: 0.39 loss_bbox_2: 0.2225 loss_giou_2: 0.3861 loss_ce_3: 0.3613 loss_bbox_3: 0.217 loss_giou_3: 0.3762 loss_ce_4: 0.345 loss_bbox_4: 0.2154 loss_giou_4: 0.377 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:05] d2.utils.events INFO: eta: 1 day, 3:51:06 iter: 92059 total_loss: 6.519 loss_ce: 0.3324 loss_bbox: 0.2257 loss_giou: 0.3682 loss_ce_0: 0.5256 loss_bbox_0: 0.3686 loss_giou_0: 0.5388 loss_ce_1: 0.4376 loss_bbox_1: 0.2684 loss_giou_1: 0.4139 loss_ce_2: 0.363 loss_bbox_2: 0.2409 loss_giou_2: 0.3854 loss_ce_3: 0.3449 loss_bbox_3: 0.2358 loss_giou_3: 0.3797 loss_ce_4: 0.3312 loss_bbox_4: 0.2284 loss_giou_4: 0.3681 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:11] d2.utils.events INFO: eta: 1 day, 3:50:41 iter: 92079 total_loss: 6.322 loss_ce: 0.3313 loss_bbox: 0.2162 loss_giou: 0.3792 loss_ce_0: 0.5353 loss_bbox_0: 0.354 loss_giou_0: 0.5789 loss_ce_1: 0.4355 loss_bbox_1: 0.2506 loss_giou_1: 0.4278 loss_ce_2: 0.3751 loss_bbox_2: 0.2259 loss_giou_2: 0.3891 loss_ce_3: 0.3452 loss_bbox_3: 0.2189 loss_giou_3: 0.3867 loss_ce_4: 0.3308 loss_bbox_4: 0.2177 loss_giou_4: 0.3837 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:16] d2.utils.events INFO: eta: 1 day, 3:51:31 iter: 92099 total_loss: 6.275 loss_ce: 0.348 loss_bbox: 0.2054 loss_giou: 0.3542 loss_ce_0: 0.5564 loss_bbox_0: 0.3512 loss_giou_0: 0.5449 loss_ce_1: 0.4337 loss_bbox_1: 0.233 loss_giou_1: 0.4032 loss_ce_2: 0.3738 loss_bbox_2: 0.2126 loss_giou_2: 0.3696 loss_ce_3: 0.353 loss_bbox_3: 0.2082 loss_giou_3: 0.3643 loss_ce_4: 0.3498 loss_bbox_4: 0.2054 loss_giou_4: 0.3561 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:22] d2.utils.events INFO: eta: 1 day, 3:51:47 iter: 92119 total_loss: 6.299 loss_ce: 0.3496 loss_bbox: 0.1895 loss_giou: 0.3556 loss_ce_0: 0.5448 loss_bbox_0: 0.3445 loss_giou_0: 0.5714 loss_ce_1: 0.4344 loss_bbox_1: 0.2253 loss_giou_1: 0.3983 loss_ce_2: 0.3806 loss_bbox_2: 0.2122 loss_giou_2: 0.3751 loss_ce_3: 0.3636 loss_bbox_3: 0.2017 loss_giou_3: 0.3651 loss_ce_4: 0.3488 loss_bbox_4: 0.1932 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:28] d2.utils.events INFO: eta: 1 day, 3:51:39 iter: 92139 total_loss: 6.291 loss_ce: 0.3543 loss_bbox: 0.2025 loss_giou: 0.3663 loss_ce_0: 0.5489 loss_bbox_0: 0.3415 loss_giou_0: 0.5698 loss_ce_1: 0.4388 loss_bbox_1: 0.2319 loss_giou_1: 0.4217 loss_ce_2: 0.3851 loss_bbox_2: 0.2182 loss_giou_2: 0.3807 loss_ce_3: 0.3641 loss_bbox_3: 0.2057 loss_giou_3: 0.3742 loss_ce_4: 0.354 loss_bbox_4: 0.2053 loss_giou_4: 0.3752 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:34] d2.utils.events INFO: eta: 1 day, 3:51:14 iter: 92159 total_loss: 6.468 loss_ce: 0.3658 loss_bbox: 0.2163 loss_giou: 0.3682 loss_ce_0: 0.5356 loss_bbox_0: 0.3546 loss_giou_0: 0.5597 loss_ce_1: 0.45 loss_bbox_1: 0.2497 loss_giou_1: 0.4249 loss_ce_2: 0.3922 loss_bbox_2: 0.2356 loss_giou_2: 0.3869 loss_ce_3: 0.3632 loss_bbox_3: 0.2261 loss_giou_3: 0.3781 loss_ce_4: 0.3606 loss_bbox_4: 0.219 loss_giou_4: 0.3709 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:39] d2.utils.events INFO: eta: 1 day, 3:51:08 iter: 92179 total_loss: 6.227 loss_ce: 0.3541 loss_bbox: 0.2003 loss_giou: 0.3679 loss_ce_0: 0.5331 loss_bbox_0: 0.3374 loss_giou_0: 0.5677 loss_ce_1: 0.4322 loss_bbox_1: 0.2314 loss_giou_1: 0.4189 loss_ce_2: 0.3828 loss_bbox_2: 0.2125 loss_giou_2: 0.3872 loss_ce_3: 0.3601 loss_bbox_3: 0.2023 loss_giou_3: 0.3775 loss_ce_4: 0.3508 loss_bbox_4: 0.2007 loss_giou_4: 0.3725 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:45] d2.utils.events INFO: eta: 1 day, 3:50:27 iter: 92199 total_loss: 6.757 loss_ce: 0.3681 loss_bbox: 0.2102 loss_giou: 0.3979 loss_ce_0: 0.5519 loss_bbox_0: 0.3594 loss_giou_0: 0.5963 loss_ce_1: 0.4719 loss_bbox_1: 0.2433 loss_giou_1: 0.4556 loss_ce_2: 0.4065 loss_bbox_2: 0.2199 loss_giou_2: 0.4125 loss_ce_3: 0.3778 loss_bbox_3: 0.215 loss_giou_3: 0.4036 loss_ce_4: 0.372 loss_bbox_4: 0.2085 loss_giou_4: 0.3982 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:51] d2.utils.events INFO: eta: 1 day, 3:50:36 iter: 92219 total_loss: 6.177 loss_ce: 0.355 loss_bbox: 0.2181 loss_giou: 0.3289 loss_ce_0: 0.547 loss_bbox_0: 0.3663 loss_giou_0: 0.5333 loss_ce_1: 0.4396 loss_bbox_1: 0.2571 loss_giou_1: 0.3903 loss_ce_2: 0.3736 loss_bbox_2: 0.2399 loss_giou_2: 0.3515 loss_ce_3: 0.3569 loss_bbox_3: 0.2195 loss_giou_3: 0.3358 loss_ce_4: 0.3561 loss_bbox_4: 0.2211 loss_giou_4: 0.3319 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:42:56] d2.utils.events INFO: eta: 1 day, 3:51:15 iter: 92239 total_loss: 6.599 loss_ce: 0.3721 loss_bbox: 0.2056 loss_giou: 0.3837 loss_ce_0: 0.5581 loss_bbox_0: 0.3454 loss_giou_0: 0.6022 loss_ce_1: 0.465 loss_bbox_1: 0.2439 loss_giou_1: 0.4452 loss_ce_2: 0.4158 loss_bbox_2: 0.2194 loss_giou_2: 0.4018 loss_ce_3: 0.3876 loss_bbox_3: 0.2196 loss_giou_3: 0.3959 loss_ce_4: 0.381 loss_bbox_4: 0.2059 loss_giou_4: 0.3885 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:02] d2.utils.events INFO: eta: 1 day, 3:51:16 iter: 92259 total_loss: 6.237 loss_ce: 0.3537 loss_bbox: 0.2094 loss_giou: 0.355 loss_ce_0: 0.5585 loss_bbox_0: 0.3355 loss_giou_0: 0.5383 loss_ce_1: 0.4588 loss_bbox_1: 0.238 loss_giou_1: 0.4034 loss_ce_2: 0.3916 loss_bbox_2: 0.2185 loss_giou_2: 0.3752 loss_ce_3: 0.3625 loss_bbox_3: 0.2128 loss_giou_3: 0.3601 loss_ce_4: 0.3601 loss_bbox_4: 0.2099 loss_giou_4: 0.3552 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:08] d2.utils.events INFO: eta: 1 day, 3:51:29 iter: 92279 total_loss: 6.226 loss_ce: 0.3502 loss_bbox: 0.2085 loss_giou: 0.341 loss_ce_0: 0.5581 loss_bbox_0: 0.3477 loss_giou_0: 0.5312 loss_ce_1: 0.4489 loss_bbox_1: 0.2447 loss_giou_1: 0.3945 loss_ce_2: 0.3856 loss_bbox_2: 0.2259 loss_giou_2: 0.3657 loss_ce_3: 0.3542 loss_bbox_3: 0.2152 loss_giou_3: 0.3544 loss_ce_4: 0.3478 loss_bbox_4: 0.2094 loss_giou_4: 0.3459 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:13] d2.utils.events INFO: eta: 1 day, 3:52:13 iter: 92299 total_loss: 6.63 loss_ce: 0.3803 loss_bbox: 0.2332 loss_giou: 0.378 loss_ce_0: 0.5764 loss_bbox_0: 0.3701 loss_giou_0: 0.5744 loss_ce_1: 0.4753 loss_bbox_1: 0.2614 loss_giou_1: 0.4242 loss_ce_2: 0.422 loss_bbox_2: 0.2418 loss_giou_2: 0.3959 loss_ce_3: 0.394 loss_bbox_3: 0.2337 loss_giou_3: 0.3827 loss_ce_4: 0.3828 loss_bbox_4: 0.2348 loss_giou_4: 0.3806 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:19] d2.utils.events INFO: eta: 1 day, 3:52:01 iter: 92319 total_loss: 6.346 loss_ce: 0.3383 loss_bbox: 0.2139 loss_giou: 0.374 loss_ce_0: 0.5447 loss_bbox_0: 0.3516 loss_giou_0: 0.5689 loss_ce_1: 0.4457 loss_bbox_1: 0.2411 loss_giou_1: 0.4224 loss_ce_2: 0.3748 loss_bbox_2: 0.2198 loss_giou_2: 0.3941 loss_ce_3: 0.3476 loss_bbox_3: 0.2168 loss_giou_3: 0.3785 loss_ce_4: 0.346 loss_bbox_4: 0.2148 loss_giou_4: 0.3733 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:25] d2.utils.events INFO: eta: 1 day, 3:51:44 iter: 92339 total_loss: 6.444 loss_ce: 0.3443 loss_bbox: 0.2092 loss_giou: 0.355 loss_ce_0: 0.5428 loss_bbox_0: 0.3581 loss_giou_0: 0.5658 loss_ce_1: 0.4411 loss_bbox_1: 0.2492 loss_giou_1: 0.4194 loss_ce_2: 0.3837 loss_bbox_2: 0.2247 loss_giou_2: 0.3861 loss_ce_3: 0.348 loss_bbox_3: 0.2173 loss_giou_3: 0.3695 loss_ce_4: 0.3429 loss_bbox_4: 0.2102 loss_giou_4: 0.3607 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:31] d2.utils.events INFO: eta: 1 day, 3:52:09 iter: 92359 total_loss: 6.432 loss_ce: 0.3877 loss_bbox: 0.2058 loss_giou: 0.3505 loss_ce_0: 0.5843 loss_bbox_0: 0.3412 loss_giou_0: 0.5261 loss_ce_1: 0.4716 loss_bbox_1: 0.238 loss_giou_1: 0.3917 loss_ce_2: 0.408 loss_bbox_2: 0.217 loss_giou_2: 0.3609 loss_ce_3: 0.3857 loss_bbox_3: 0.2169 loss_giou_3: 0.3614 loss_ce_4: 0.3807 loss_bbox_4: 0.2107 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:36] d2.utils.events INFO: eta: 1 day, 3:52:16 iter: 92379 total_loss: 6.141 loss_ce: 0.3429 loss_bbox: 0.2002 loss_giou: 0.3613 loss_ce_0: 0.5477 loss_bbox_0: 0.3533 loss_giou_0: 0.5768 loss_ce_1: 0.4375 loss_bbox_1: 0.2418 loss_giou_1: 0.4098 loss_ce_2: 0.3744 loss_bbox_2: 0.221 loss_giou_2: 0.3814 loss_ce_3: 0.3443 loss_bbox_3: 0.2102 loss_giou_3: 0.3696 loss_ce_4: 0.334 loss_bbox_4: 0.2023 loss_giou_4: 0.3609 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:42] d2.utils.events INFO: eta: 1 day, 3:52:34 iter: 92399 total_loss: 6.473 loss_ce: 0.3666 loss_bbox: 0.2135 loss_giou: 0.3764 loss_ce_0: 0.5751 loss_bbox_0: 0.3558 loss_giou_0: 0.5613 loss_ce_1: 0.4653 loss_bbox_1: 0.2456 loss_giou_1: 0.4244 loss_ce_2: 0.4067 loss_bbox_2: 0.2284 loss_giou_2: 0.3926 loss_ce_3: 0.3748 loss_bbox_3: 0.2221 loss_giou_3: 0.3844 loss_ce_4: 0.3609 loss_bbox_4: 0.2161 loss_giou_4: 0.3745 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:48] d2.utils.events INFO: eta: 1 day, 3:52:19 iter: 92419 total_loss: 6.761 loss_ce: 0.376 loss_bbox: 0.2116 loss_giou: 0.377 loss_ce_0: 0.577 loss_bbox_0: 0.3493 loss_giou_0: 0.5679 loss_ce_1: 0.4485 loss_bbox_1: 0.2526 loss_giou_1: 0.4298 loss_ce_2: 0.4086 loss_bbox_2: 0.2183 loss_giou_2: 0.397 loss_ce_3: 0.3775 loss_bbox_3: 0.2117 loss_giou_3: 0.3821 loss_ce_4: 0.3777 loss_bbox_4: 0.2073 loss_giou_4: 0.3793 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:54] d2.utils.events INFO: eta: 1 day, 3:52:35 iter: 92439 total_loss: 6.339 loss_ce: 0.3534 loss_bbox: 0.1943 loss_giou: 0.3576 loss_ce_0: 0.5504 loss_bbox_0: 0.3378 loss_giou_0: 0.5601 loss_ce_1: 0.445 loss_bbox_1: 0.2311 loss_giou_1: 0.4088 loss_ce_2: 0.3847 loss_bbox_2: 0.2042 loss_giou_2: 0.376 loss_ce_3: 0.3647 loss_bbox_3: 0.1995 loss_giou_3: 0.3664 loss_ce_4: 0.3447 loss_bbox_4: 0.1956 loss_giou_4: 0.3673 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 20:43:59] d2.utils.events INFO: eta: 1 day, 3:52:41 iter: 92459 total_loss: 6.274 loss_ce: 0.3272 loss_bbox: 0.2013 loss_giou: 0.3638 loss_ce_0: 0.5341 loss_bbox_0: 0.334 loss_giou_0: 0.5641 loss_ce_1: 0.4393 loss_bbox_1: 0.2279 loss_giou_1: 0.4207 loss_ce_2: 0.3686 loss_bbox_2: 0.2193 loss_giou_2: 0.387 loss_ce_3: 0.3372 loss_bbox_3: 0.2073 loss_giou_3: 0.377 loss_ce_4: 0.3301 loss_bbox_4: 0.2036 loss_giou_4: 0.3686 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:05] d2.utils.events INFO: eta: 1 day, 3:52:12 iter: 92479 total_loss: 6.463 loss_ce: 0.3513 loss_bbox: 0.2096 loss_giou: 0.3759 loss_ce_0: 0.5417 loss_bbox_0: 0.3534 loss_giou_0: 0.5856 loss_ce_1: 0.4448 loss_bbox_1: 0.2397 loss_giou_1: 0.4331 loss_ce_2: 0.3932 loss_bbox_2: 0.2203 loss_giou_2: 0.3917 loss_ce_3: 0.371 loss_bbox_3: 0.2112 loss_giou_3: 0.3787 loss_ce_4: 0.3554 loss_bbox_4: 0.2126 loss_giou_4: 0.3782 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:11] d2.utils.events INFO: eta: 1 day, 3:51:11 iter: 92499 total_loss: 6.286 loss_ce: 0.3516 loss_bbox: 0.2 loss_giou: 0.3744 loss_ce_0: 0.5196 loss_bbox_0: 0.3311 loss_giou_0: 0.5386 loss_ce_1: 0.4435 loss_bbox_1: 0.2359 loss_giou_1: 0.4211 loss_ce_2: 0.384 loss_bbox_2: 0.2107 loss_giou_2: 0.3925 loss_ce_3: 0.3592 loss_bbox_3: 0.2038 loss_giou_3: 0.3781 loss_ce_4: 0.3434 loss_bbox_4: 0.2022 loss_giou_4: 0.3756 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:16] d2.utils.events INFO: eta: 1 day, 3:51:20 iter: 92519 total_loss: 6.474 loss_ce: 0.3701 loss_bbox: 0.2102 loss_giou: 0.3797 loss_ce_0: 0.5488 loss_bbox_0: 0.3473 loss_giou_0: 0.5877 loss_ce_1: 0.4549 loss_bbox_1: 0.2444 loss_giou_1: 0.4393 loss_ce_2: 0.3978 loss_bbox_2: 0.2189 loss_giou_2: 0.3914 loss_ce_3: 0.3765 loss_bbox_3: 0.2098 loss_giou_3: 0.3795 loss_ce_4: 0.3699 loss_bbox_4: 0.2088 loss_giou_4: 0.3813 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:22] d2.utils.events INFO: eta: 1 day, 3:50:59 iter: 92539 total_loss: 6.319 loss_ce: 0.3234 loss_bbox: 0.2065 loss_giou: 0.3769 loss_ce_0: 0.5176 loss_bbox_0: 0.3431 loss_giou_0: 0.57 loss_ce_1: 0.4164 loss_bbox_1: 0.2432 loss_giou_1: 0.4248 loss_ce_2: 0.3478 loss_bbox_2: 0.222 loss_giou_2: 0.3914 loss_ce_3: 0.3308 loss_bbox_3: 0.2125 loss_giou_3: 0.3821 loss_ce_4: 0.3273 loss_bbox_4: 0.2104 loss_giou_4: 0.3768 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:27] d2.utils.events INFO: eta: 1 day, 3:50:48 iter: 92559 total_loss: 6.437 loss_ce: 0.3662 loss_bbox: 0.1891 loss_giou: 0.3669 loss_ce_0: 0.5336 loss_bbox_0: 0.3434 loss_giou_0: 0.5875 loss_ce_1: 0.4553 loss_bbox_1: 0.2242 loss_giou_1: 0.4193 loss_ce_2: 0.3897 loss_bbox_2: 0.2051 loss_giou_2: 0.3808 loss_ce_3: 0.3756 loss_bbox_3: 0.1952 loss_giou_3: 0.3683 loss_ce_4: 0.3674 loss_bbox_4: 0.1942 loss_giou_4: 0.367 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:33] d2.utils.events INFO: eta: 1 day, 3:50:21 iter: 92579 total_loss: 6.389 loss_ce: 0.3275 loss_bbox: 0.2028 loss_giou: 0.3688 loss_ce_0: 0.5379 loss_bbox_0: 0.3487 loss_giou_0: 0.5449 loss_ce_1: 0.4347 loss_bbox_1: 0.2394 loss_giou_1: 0.4162 loss_ce_2: 0.3724 loss_bbox_2: 0.2163 loss_giou_2: 0.3859 loss_ce_3: 0.3402 loss_bbox_3: 0.2149 loss_giou_3: 0.3788 loss_ce_4: 0.3372 loss_bbox_4: 0.211 loss_giou_4: 0.3652 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:39] d2.utils.events INFO: eta: 1 day, 3:50:09 iter: 92599 total_loss: 6.587 loss_ce: 0.359 loss_bbox: 0.2186 loss_giou: 0.36 loss_ce_0: 0.5453 loss_bbox_0: 0.3665 loss_giou_0: 0.5612 loss_ce_1: 0.4393 loss_bbox_1: 0.2624 loss_giou_1: 0.4185 loss_ce_2: 0.3797 loss_bbox_2: 0.2319 loss_giou_2: 0.3826 loss_ce_3: 0.3738 loss_bbox_3: 0.2269 loss_giou_3: 0.366 loss_ce_4: 0.3724 loss_bbox_4: 0.2172 loss_giou_4: 0.3618 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:44] d2.utils.events INFO: eta: 1 day, 3:49:41 iter: 92619 total_loss: 6.117 loss_ce: 0.3256 loss_bbox: 0.2116 loss_giou: 0.3591 loss_ce_0: 0.5316 loss_bbox_0: 0.3443 loss_giou_0: 0.5624 loss_ce_1: 0.4263 loss_bbox_1: 0.2419 loss_giou_1: 0.4156 loss_ce_2: 0.3651 loss_bbox_2: 0.2271 loss_giou_2: 0.3801 loss_ce_3: 0.3418 loss_bbox_3: 0.2185 loss_giou_3: 0.364 loss_ce_4: 0.325 loss_bbox_4: 0.2111 loss_giou_4: 0.3633 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:50] d2.utils.events INFO: eta: 1 day, 3:50:09 iter: 92639 total_loss: 6.268 loss_ce: 0.3489 loss_bbox: 0.2045 loss_giou: 0.3555 loss_ce_0: 0.5424 loss_bbox_0: 0.3363 loss_giou_0: 0.5525 loss_ce_1: 0.4285 loss_bbox_1: 0.2393 loss_giou_1: 0.4108 loss_ce_2: 0.3735 loss_bbox_2: 0.2182 loss_giou_2: 0.3795 loss_ce_3: 0.3476 loss_bbox_3: 0.2054 loss_giou_3: 0.3715 loss_ce_4: 0.3544 loss_bbox_4: 0.2053 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:44:56] d2.utils.events INFO: eta: 1 day, 3:50:11 iter: 92659 total_loss: 6.486 loss_ce: 0.3432 loss_bbox: 0.2251 loss_giou: 0.3683 loss_ce_0: 0.5659 loss_bbox_0: 0.3676 loss_giou_0: 0.5536 loss_ce_1: 0.458 loss_bbox_1: 0.2521 loss_giou_1: 0.4114 loss_ce_2: 0.3871 loss_bbox_2: 0.2282 loss_giou_2: 0.3776 loss_ce_3: 0.3501 loss_bbox_3: 0.2223 loss_giou_3: 0.372 loss_ce_4: 0.3439 loss_bbox_4: 0.2269 loss_giou_4: 0.368 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:02] d2.utils.events INFO: eta: 1 day, 3:49:58 iter: 92679 total_loss: 6.458 loss_ce: 0.371 loss_bbox: 0.2039 loss_giou: 0.3857 loss_ce_0: 0.5596 loss_bbox_0: 0.3498 loss_giou_0: 0.5692 loss_ce_1: 0.4627 loss_bbox_1: 0.2356 loss_giou_1: 0.4342 loss_ce_2: 0.4001 loss_bbox_2: 0.2177 loss_giou_2: 0.4088 loss_ce_3: 0.3753 loss_bbox_3: 0.2095 loss_giou_3: 0.3977 loss_ce_4: 0.3691 loss_bbox_4: 0.2034 loss_giou_4: 0.3898 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:07] d2.utils.events INFO: eta: 1 day, 3:50:37 iter: 92699 total_loss: 6.351 loss_ce: 0.3463 loss_bbox: 0.1979 loss_giou: 0.351 loss_ce_0: 0.5248 loss_bbox_0: 0.3292 loss_giou_0: 0.5423 loss_ce_1: 0.4358 loss_bbox_1: 0.2356 loss_giou_1: 0.4094 loss_ce_2: 0.3729 loss_bbox_2: 0.2107 loss_giou_2: 0.3745 loss_ce_3: 0.3534 loss_bbox_3: 0.2001 loss_giou_3: 0.3549 loss_ce_4: 0.3425 loss_bbox_4: 0.2001 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:13] d2.utils.events INFO: eta: 1 day, 3:50:55 iter: 92719 total_loss: 6.664 loss_ce: 0.3561 loss_bbox: 0.2235 loss_giou: 0.4011 loss_ce_0: 0.5475 loss_bbox_0: 0.3534 loss_giou_0: 0.6119 loss_ce_1: 0.4429 loss_bbox_1: 0.2618 loss_giou_1: 0.4556 loss_ce_2: 0.385 loss_bbox_2: 0.2362 loss_giou_2: 0.4223 loss_ce_3: 0.3625 loss_bbox_3: 0.2289 loss_giou_3: 0.4077 loss_ce_4: 0.3597 loss_bbox_4: 0.225 loss_giou_4: 0.4023 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:19] d2.utils.events INFO: eta: 1 day, 3:50:49 iter: 92739 total_loss: 6.204 loss_ce: 0.3245 loss_bbox: 0.1976 loss_giou: 0.3632 loss_ce_0: 0.523 loss_bbox_0: 0.3458 loss_giou_0: 0.5744 loss_ce_1: 0.4213 loss_bbox_1: 0.2345 loss_giou_1: 0.4245 loss_ce_2: 0.3584 loss_bbox_2: 0.2041 loss_giou_2: 0.3845 loss_ce_3: 0.3252 loss_bbox_3: 0.1999 loss_giou_3: 0.3706 loss_ce_4: 0.3251 loss_bbox_4: 0.1992 loss_giou_4: 0.3685 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:24] d2.utils.events INFO: eta: 1 day, 3:50:20 iter: 92759 total_loss: 6.374 loss_ce: 0.3536 loss_bbox: 0.2169 loss_giou: 0.3491 loss_ce_0: 0.5462 loss_bbox_0: 0.3601 loss_giou_0: 0.5472 loss_ce_1: 0.4459 loss_bbox_1: 0.246 loss_giou_1: 0.39 loss_ce_2: 0.3862 loss_bbox_2: 0.2211 loss_giou_2: 0.3634 loss_ce_3: 0.3691 loss_bbox_3: 0.2149 loss_giou_3: 0.3569 loss_ce_4: 0.3534 loss_bbox_4: 0.2147 loss_giou_4: 0.3549 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:30] d2.utils.events INFO: eta: 1 day, 3:50:07 iter: 92779 total_loss: 6.521 loss_ce: 0.353 loss_bbox: 0.214 loss_giou: 0.3824 loss_ce_0: 0.5371 loss_bbox_0: 0.3548 loss_giou_0: 0.5581 loss_ce_1: 0.433 loss_bbox_1: 0.2508 loss_giou_1: 0.4242 loss_ce_2: 0.3825 loss_bbox_2: 0.2316 loss_giou_2: 0.4031 loss_ce_3: 0.3629 loss_bbox_3: 0.2206 loss_giou_3: 0.3913 loss_ce_4: 0.3544 loss_bbox_4: 0.2156 loss_giou_4: 0.3872 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:36] d2.utils.events INFO: eta: 1 day, 3:50:01 iter: 92799 total_loss: 6.54 loss_ce: 0.3733 loss_bbox: 0.2069 loss_giou: 0.3833 loss_ce_0: 0.5556 loss_bbox_0: 0.3557 loss_giou_0: 0.5719 loss_ce_1: 0.4647 loss_bbox_1: 0.2353 loss_giou_1: 0.4258 loss_ce_2: 0.4102 loss_bbox_2: 0.2158 loss_giou_2: 0.4035 loss_ce_3: 0.3886 loss_bbox_3: 0.2068 loss_giou_3: 0.3974 loss_ce_4: 0.3739 loss_bbox_4: 0.2056 loss_giou_4: 0.3932 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:41] d2.utils.events INFO: eta: 1 day, 3:50:24 iter: 92819 total_loss: 6.277 loss_ce: 0.3448 loss_bbox: 0.1967 loss_giou: 0.3605 loss_ce_0: 0.5389 loss_bbox_0: 0.3356 loss_giou_0: 0.5679 loss_ce_1: 0.4372 loss_bbox_1: 0.2345 loss_giou_1: 0.4161 loss_ce_2: 0.3835 loss_bbox_2: 0.2105 loss_giou_2: 0.3793 loss_ce_3: 0.357 loss_bbox_3: 0.2031 loss_giou_3: 0.3694 loss_ce_4: 0.3478 loss_bbox_4: 0.2004 loss_giou_4: 0.3634 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:47] d2.utils.events INFO: eta: 1 day, 3:50:39 iter: 92839 total_loss: 6.617 loss_ce: 0.3705 loss_bbox: 0.2201 loss_giou: 0.3926 loss_ce_0: 0.5525 loss_bbox_0: 0.3584 loss_giou_0: 0.6031 loss_ce_1: 0.4684 loss_bbox_1: 0.2468 loss_giou_1: 0.4443 loss_ce_2: 0.3957 loss_bbox_2: 0.227 loss_giou_2: 0.412 loss_ce_3: 0.3794 loss_bbox_3: 0.2186 loss_giou_3: 0.3965 loss_ce_4: 0.3754 loss_bbox_4: 0.2201 loss_giou_4: 0.3908 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:53] d2.utils.events INFO: eta: 1 day, 3:51:40 iter: 92859 total_loss: 6.435 loss_ce: 0.3493 loss_bbox: 0.2167 loss_giou: 0.3987 loss_ce_0: 0.5421 loss_bbox_0: 0.3449 loss_giou_0: 0.5899 loss_ce_1: 0.4435 loss_bbox_1: 0.2486 loss_giou_1: 0.4387 loss_ce_2: 0.3824 loss_bbox_2: 0.2247 loss_giou_2: 0.4127 loss_ce_3: 0.3642 loss_bbox_3: 0.219 loss_giou_3: 0.3997 loss_ce_4: 0.3518 loss_bbox_4: 0.2155 loss_giou_4: 0.4027 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 20:45:58] d2.utils.events INFO: eta: 1 day, 3:51:46 iter: 92879 total_loss: 6.348 loss_ce: 0.3539 loss_bbox: 0.2088 loss_giou: 0.3624 loss_ce_0: 0.5582 loss_bbox_0: 0.3638 loss_giou_0: 0.5541 loss_ce_1: 0.4483 loss_bbox_1: 0.249 loss_giou_1: 0.4205 loss_ce_2: 0.3942 loss_bbox_2: 0.2235 loss_giou_2: 0.388 loss_ce_3: 0.3653 loss_bbox_3: 0.216 loss_giou_3: 0.3693 loss_ce_4: 0.3557 loss_bbox_4: 0.2106 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:04] d2.utils.events INFO: eta: 1 day, 3:51:41 iter: 92899 total_loss: 6.48 loss_ce: 0.3487 loss_bbox: 0.225 loss_giou: 0.3799 loss_ce_0: 0.5367 loss_bbox_0: 0.3686 loss_giou_0: 0.567 loss_ce_1: 0.4438 loss_bbox_1: 0.2556 loss_giou_1: 0.4363 loss_ce_2: 0.3731 loss_bbox_2: 0.238 loss_giou_2: 0.4032 loss_ce_3: 0.356 loss_bbox_3: 0.226 loss_giou_3: 0.3859 loss_ce_4: 0.352 loss_bbox_4: 0.2238 loss_giou_4: 0.3846 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:10] d2.utils.events INFO: eta: 1 day, 3:51:36 iter: 92919 total_loss: 6.424 loss_ce: 0.3501 loss_bbox: 0.1986 loss_giou: 0.3879 loss_ce_0: 0.5399 loss_bbox_0: 0.3404 loss_giou_0: 0.5931 loss_ce_1: 0.4299 loss_bbox_1: 0.2291 loss_giou_1: 0.4415 loss_ce_2: 0.3785 loss_bbox_2: 0.2112 loss_giou_2: 0.4025 loss_ce_3: 0.3566 loss_bbox_3: 0.1992 loss_giou_3: 0.391 loss_ce_4: 0.3498 loss_bbox_4: 0.2045 loss_giou_4: 0.3879 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:16] d2.utils.events INFO: eta: 1 day, 3:51:43 iter: 92939 total_loss: 6.217 loss_ce: 0.3498 loss_bbox: 0.2052 loss_giou: 0.3543 loss_ce_0: 0.5344 loss_bbox_0: 0.3534 loss_giou_0: 0.567 loss_ce_1: 0.4368 loss_bbox_1: 0.2342 loss_giou_1: 0.3992 loss_ce_2: 0.387 loss_bbox_2: 0.212 loss_giou_2: 0.3693 loss_ce_3: 0.3552 loss_bbox_3: 0.2089 loss_giou_3: 0.3604 loss_ce_4: 0.3528 loss_bbox_4: 0.2043 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:21] d2.utils.events INFO: eta: 1 day, 3:51:50 iter: 92959 total_loss: 6.456 loss_ce: 0.3438 loss_bbox: 0.2065 loss_giou: 0.3741 loss_ce_0: 0.5366 loss_bbox_0: 0.3512 loss_giou_0: 0.5736 loss_ce_1: 0.4444 loss_bbox_1: 0.2348 loss_giou_1: 0.4211 loss_ce_2: 0.3899 loss_bbox_2: 0.2168 loss_giou_2: 0.3923 loss_ce_3: 0.3545 loss_bbox_3: 0.2129 loss_giou_3: 0.3821 loss_ce_4: 0.3471 loss_bbox_4: 0.2094 loss_giou_4: 0.3791 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:27] d2.utils.events INFO: eta: 1 day, 3:51:44 iter: 92979 total_loss: 6.183 loss_ce: 0.3346 loss_bbox: 0.2031 loss_giou: 0.3643 loss_ce_0: 0.536 loss_bbox_0: 0.3447 loss_giou_0: 0.5731 loss_ce_1: 0.431 loss_bbox_1: 0.2457 loss_giou_1: 0.4103 loss_ce_2: 0.3686 loss_bbox_2: 0.2227 loss_giou_2: 0.3837 loss_ce_3: 0.3422 loss_bbox_3: 0.2172 loss_giou_3: 0.3761 loss_ce_4: 0.3307 loss_bbox_4: 0.2059 loss_giou_4: 0.3709 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:33] d2.utils.events INFO: eta: 1 day, 3:51:32 iter: 92999 total_loss: 6.712 loss_ce: 0.3776 loss_bbox: 0.225 loss_giou: 0.3763 loss_ce_0: 0.5529 loss_bbox_0: 0.3719 loss_giou_0: 0.5674 loss_ce_1: 0.467 loss_bbox_1: 0.248 loss_giou_1: 0.4293 loss_ce_2: 0.4135 loss_bbox_2: 0.2361 loss_giou_2: 0.4029 loss_ce_3: 0.3836 loss_bbox_3: 0.2383 loss_giou_3: 0.3921 loss_ce_4: 0.3758 loss_bbox_4: 0.2296 loss_giou_4: 0.3809 time: 0.2802 data_time: 0.0350 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:38] d2.utils.events INFO: eta: 1 day, 3:51:52 iter: 93019 total_loss: 6.29 loss_ce: 0.3696 loss_bbox: 0.2107 loss_giou: 0.3338 loss_ce_0: 0.5214 loss_bbox_0: 0.3525 loss_giou_0: 0.5346 loss_ce_1: 0.434 loss_bbox_1: 0.2401 loss_giou_1: 0.3869 loss_ce_2: 0.3914 loss_bbox_2: 0.2183 loss_giou_2: 0.3523 loss_ce_3: 0.3721 loss_bbox_3: 0.2112 loss_giou_3: 0.3437 loss_ce_4: 0.3667 loss_bbox_4: 0.2107 loss_giou_4: 0.3402 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:44] d2.utils.events INFO: eta: 1 day, 3:52:35 iter: 93039 total_loss: 6.534 loss_ce: 0.3507 loss_bbox: 0.1997 loss_giou: 0.3797 loss_ce_0: 0.5417 loss_bbox_0: 0.3545 loss_giou_0: 0.5731 loss_ce_1: 0.4488 loss_bbox_1: 0.238 loss_giou_1: 0.4196 loss_ce_2: 0.386 loss_bbox_2: 0.2099 loss_giou_2: 0.3878 loss_ce_3: 0.3517 loss_bbox_3: 0.2044 loss_giou_3: 0.3786 loss_ce_4: 0.347 loss_bbox_4: 0.2008 loss_giou_4: 0.3778 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:50] d2.utils.events INFO: eta: 1 day, 3:52:47 iter: 93059 total_loss: 6.313 loss_ce: 0.3556 loss_bbox: 0.2053 loss_giou: 0.3536 loss_ce_0: 0.5539 loss_bbox_0: 0.3628 loss_giou_0: 0.544 loss_ce_1: 0.4581 loss_bbox_1: 0.244 loss_giou_1: 0.4057 loss_ce_2: 0.3805 loss_bbox_2: 0.2175 loss_giou_2: 0.3721 loss_ce_3: 0.3572 loss_bbox_3: 0.211 loss_giou_3: 0.3612 loss_ce_4: 0.3584 loss_bbox_4: 0.2083 loss_giou_4: 0.3559 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:46:55] d2.utils.events INFO: eta: 1 day, 3:52:44 iter: 93079 total_loss: 6.511 loss_ce: 0.3534 loss_bbox: 0.192 loss_giou: 0.366 loss_ce_0: 0.5542 loss_bbox_0: 0.3398 loss_giou_0: 0.5573 loss_ce_1: 0.4456 loss_bbox_1: 0.23 loss_giou_1: 0.4245 loss_ce_2: 0.3997 loss_bbox_2: 0.2082 loss_giou_2: 0.3887 loss_ce_3: 0.3608 loss_bbox_3: 0.2022 loss_giou_3: 0.3766 loss_ce_4: 0.3603 loss_bbox_4: 0.1973 loss_giou_4: 0.3723 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:01] d2.utils.events INFO: eta: 1 day, 3:52:29 iter: 93099 total_loss: 6.621 loss_ce: 0.3752 loss_bbox: 0.1985 loss_giou: 0.3872 loss_ce_0: 0.5679 loss_bbox_0: 0.3573 loss_giou_0: 0.5956 loss_ce_1: 0.4692 loss_bbox_1: 0.2582 loss_giou_1: 0.4563 loss_ce_2: 0.4023 loss_bbox_2: 0.2279 loss_giou_2: 0.4167 loss_ce_3: 0.371 loss_bbox_3: 0.2105 loss_giou_3: 0.4056 loss_ce_4: 0.3669 loss_bbox_4: 0.2054 loss_giou_4: 0.3947 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:07] d2.utils.events INFO: eta: 1 day, 3:52:24 iter: 93119 total_loss: 6.255 loss_ce: 0.3372 loss_bbox: 0.2154 loss_giou: 0.3651 loss_ce_0: 0.5256 loss_bbox_0: 0.3463 loss_giou_0: 0.5768 loss_ce_1: 0.4238 loss_bbox_1: 0.2521 loss_giou_1: 0.4174 loss_ce_2: 0.3692 loss_bbox_2: 0.2289 loss_giou_2: 0.3835 loss_ce_3: 0.334 loss_bbox_3: 0.2173 loss_giou_3: 0.3778 loss_ce_4: 0.3387 loss_bbox_4: 0.2193 loss_giou_4: 0.3743 time: 0.2802 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:13] d2.utils.events INFO: eta: 1 day, 3:52:41 iter: 93139 total_loss: 6.277 loss_ce: 0.342 loss_bbox: 0.2044 loss_giou: 0.3476 loss_ce_0: 0.552 loss_bbox_0: 0.3551 loss_giou_0: 0.5435 loss_ce_1: 0.4335 loss_bbox_1: 0.2495 loss_giou_1: 0.4078 loss_ce_2: 0.3805 loss_bbox_2: 0.2198 loss_giou_2: 0.3652 loss_ce_3: 0.3412 loss_bbox_3: 0.2046 loss_giou_3: 0.355 loss_ce_4: 0.3351 loss_bbox_4: 0.2076 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:18] d2.utils.events INFO: eta: 1 day, 3:52:49 iter: 93159 total_loss: 6.499 loss_ce: 0.3729 loss_bbox: 0.2195 loss_giou: 0.3467 loss_ce_0: 0.5634 loss_bbox_0: 0.3705 loss_giou_0: 0.5186 loss_ce_1: 0.45 loss_bbox_1: 0.2666 loss_giou_1: 0.3982 loss_ce_2: 0.3964 loss_bbox_2: 0.234 loss_giou_2: 0.3699 loss_ce_3: 0.3774 loss_bbox_3: 0.2239 loss_giou_3: 0.3531 loss_ce_4: 0.3772 loss_bbox_4: 0.2206 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:24] d2.utils.events INFO: eta: 1 day, 3:52:42 iter: 93179 total_loss: 6.684 loss_ce: 0.3843 loss_bbox: 0.2198 loss_giou: 0.3727 loss_ce_0: 0.5554 loss_bbox_0: 0.3577 loss_giou_0: 0.5732 loss_ce_1: 0.4802 loss_bbox_1: 0.2583 loss_giou_1: 0.4249 loss_ce_2: 0.4191 loss_bbox_2: 0.238 loss_giou_2: 0.3898 loss_ce_3: 0.3968 loss_bbox_3: 0.2305 loss_giou_3: 0.3756 loss_ce_4: 0.385 loss_bbox_4: 0.2205 loss_giou_4: 0.3744 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:29] d2.utils.events INFO: eta: 1 day, 3:52:36 iter: 93199 total_loss: 6.542 loss_ce: 0.3552 loss_bbox: 0.2002 loss_giou: 0.3589 loss_ce_0: 0.5304 loss_bbox_0: 0.3457 loss_giou_0: 0.5429 loss_ce_1: 0.4508 loss_bbox_1: 0.238 loss_giou_1: 0.4138 loss_ce_2: 0.3865 loss_bbox_2: 0.2167 loss_giou_2: 0.3811 loss_ce_3: 0.3689 loss_bbox_3: 0.2065 loss_giou_3: 0.3624 loss_ce_4: 0.3563 loss_bbox_4: 0.2043 loss_giou_4: 0.3588 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:35] d2.utils.events INFO: eta: 1 day, 3:52:02 iter: 93219 total_loss: 6.504 loss_ce: 0.3662 loss_bbox: 0.2306 loss_giou: 0.3719 loss_ce_0: 0.5456 loss_bbox_0: 0.3723 loss_giou_0: 0.5676 loss_ce_1: 0.4558 loss_bbox_1: 0.266 loss_giou_1: 0.4176 loss_ce_2: 0.3916 loss_bbox_2: 0.2507 loss_giou_2: 0.3852 loss_ce_3: 0.3639 loss_bbox_3: 0.2393 loss_giou_3: 0.3811 loss_ce_4: 0.3636 loss_bbox_4: 0.2314 loss_giou_4: 0.3734 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:41] d2.utils.events INFO: eta: 1 day, 3:51:50 iter: 93239 total_loss: 6.143 loss_ce: 0.3371 loss_bbox: 0.2123 loss_giou: 0.355 loss_ce_0: 0.5051 loss_bbox_0: 0.3433 loss_giou_0: 0.523 loss_ce_1: 0.4235 loss_bbox_1: 0.2413 loss_giou_1: 0.4033 loss_ce_2: 0.3673 loss_bbox_2: 0.2157 loss_giou_2: 0.3673 loss_ce_3: 0.3343 loss_bbox_3: 0.215 loss_giou_3: 0.3565 loss_ce_4: 0.3189 loss_bbox_4: 0.2138 loss_giou_4: 0.3543 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:47] d2.utils.events INFO: eta: 1 day, 3:51:51 iter: 93259 total_loss: 6.332 loss_ce: 0.3473 loss_bbox: 0.2065 loss_giou: 0.3614 loss_ce_0: 0.5426 loss_bbox_0: 0.3428 loss_giou_0: 0.5529 loss_ce_1: 0.4468 loss_bbox_1: 0.2501 loss_giou_1: 0.4184 loss_ce_2: 0.3874 loss_bbox_2: 0.2325 loss_giou_2: 0.3926 loss_ce_3: 0.3659 loss_bbox_3: 0.2144 loss_giou_3: 0.3731 loss_ce_4: 0.3482 loss_bbox_4: 0.2105 loss_giou_4: 0.3632 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:52] d2.utils.events INFO: eta: 1 day, 3:51:39 iter: 93279 total_loss: 6.319 loss_ce: 0.3647 loss_bbox: 0.2138 loss_giou: 0.3456 loss_ce_0: 0.5511 loss_bbox_0: 0.3525 loss_giou_0: 0.5251 loss_ce_1: 0.4686 loss_bbox_1: 0.2613 loss_giou_1: 0.399 loss_ce_2: 0.4002 loss_bbox_2: 0.2321 loss_giou_2: 0.3659 loss_ce_3: 0.3734 loss_bbox_3: 0.2207 loss_giou_3: 0.3483 loss_ce_4: 0.368 loss_bbox_4: 0.2167 loss_giou_4: 0.3476 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:47:58] d2.utils.events INFO: eta: 1 day, 3:51:36 iter: 93299 total_loss: 5.941 loss_ce: 0.3488 loss_bbox: 0.1969 loss_giou: 0.3478 loss_ce_0: 0.5381 loss_bbox_0: 0.3335 loss_giou_0: 0.5191 loss_ce_1: 0.4468 loss_bbox_1: 0.2282 loss_giou_1: 0.3929 loss_ce_2: 0.3914 loss_bbox_2: 0.2112 loss_giou_2: 0.3652 loss_ce_3: 0.36 loss_bbox_3: 0.203 loss_giou_3: 0.3592 loss_ce_4: 0.3463 loss_bbox_4: 0.1963 loss_giou_4: 0.3507 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:04] d2.utils.events INFO: eta: 1 day, 3:51:27 iter: 93319 total_loss: 6.139 loss_ce: 0.3199 loss_bbox: 0.2019 loss_giou: 0.3533 loss_ce_0: 0.5174 loss_bbox_0: 0.3556 loss_giou_0: 0.5474 loss_ce_1: 0.4147 loss_bbox_1: 0.2363 loss_giou_1: 0.407 loss_ce_2: 0.3587 loss_bbox_2: 0.2141 loss_giou_2: 0.3701 loss_ce_3: 0.3296 loss_bbox_3: 0.206 loss_giou_3: 0.3655 loss_ce_4: 0.3215 loss_bbox_4: 0.2039 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:10] d2.utils.events INFO: eta: 1 day, 3:51:31 iter: 93339 total_loss: 6.475 loss_ce: 0.3374 loss_bbox: 0.2088 loss_giou: 0.3646 loss_ce_0: 0.535 loss_bbox_0: 0.3385 loss_giou_0: 0.552 loss_ce_1: 0.4327 loss_bbox_1: 0.2375 loss_giou_1: 0.4231 loss_ce_2: 0.3722 loss_bbox_2: 0.2248 loss_giou_2: 0.386 loss_ce_3: 0.3505 loss_bbox_3: 0.2197 loss_giou_3: 0.3728 loss_ce_4: 0.3372 loss_bbox_4: 0.211 loss_giou_4: 0.3636 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:15] d2.utils.events INFO: eta: 1 day, 3:51:19 iter: 93359 total_loss: 6.202 loss_ce: 0.3499 loss_bbox: 0.2041 loss_giou: 0.3565 loss_ce_0: 0.5474 loss_bbox_0: 0.3476 loss_giou_0: 0.5244 loss_ce_1: 0.4239 loss_bbox_1: 0.2376 loss_giou_1: 0.3953 loss_ce_2: 0.3804 loss_bbox_2: 0.2122 loss_giou_2: 0.3599 loss_ce_3: 0.3554 loss_bbox_3: 0.2103 loss_giou_3: 0.3567 loss_ce_4: 0.3391 loss_bbox_4: 0.2031 loss_giou_4: 0.3562 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:21] d2.utils.events INFO: eta: 1 day, 3:51:17 iter: 93379 total_loss: 6.64 loss_ce: 0.3861 loss_bbox: 0.2204 loss_giou: 0.3864 loss_ce_0: 0.5544 loss_bbox_0: 0.3651 loss_giou_0: 0.5675 loss_ce_1: 0.4507 loss_bbox_1: 0.2488 loss_giou_1: 0.4345 loss_ce_2: 0.3964 loss_bbox_2: 0.226 loss_giou_2: 0.3946 loss_ce_3: 0.3753 loss_bbox_3: 0.2175 loss_giou_3: 0.3849 loss_ce_4: 0.3809 loss_bbox_4: 0.2202 loss_giou_4: 0.3849 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:27] d2.utils.events INFO: eta: 1 day, 3:50:19 iter: 93399 total_loss: 6.347 loss_ce: 0.3504 loss_bbox: 0.2192 loss_giou: 0.3558 loss_ce_0: 0.5437 loss_bbox_0: 0.3544 loss_giou_0: 0.531 loss_ce_1: 0.4288 loss_bbox_1: 0.2472 loss_giou_1: 0.4094 loss_ce_2: 0.3772 loss_bbox_2: 0.2283 loss_giou_2: 0.3707 loss_ce_3: 0.3628 loss_bbox_3: 0.2224 loss_giou_3: 0.3619 loss_ce_4: 0.3428 loss_bbox_4: 0.2249 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:32] d2.utils.events INFO: eta: 1 day, 3:49:55 iter: 93419 total_loss: 6.265 loss_ce: 0.3347 loss_bbox: 0.2053 loss_giou: 0.3531 loss_ce_0: 0.5332 loss_bbox_0: 0.3528 loss_giou_0: 0.5438 loss_ce_1: 0.4333 loss_bbox_1: 0.2344 loss_giou_1: 0.4065 loss_ce_2: 0.3751 loss_bbox_2: 0.2183 loss_giou_2: 0.3729 loss_ce_3: 0.3485 loss_bbox_3: 0.2063 loss_giou_3: 0.3584 loss_ce_4: 0.3328 loss_bbox_4: 0.2058 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:38] d2.utils.events INFO: eta: 1 day, 3:49:47 iter: 93439 total_loss: 6.412 loss_ce: 0.3529 loss_bbox: 0.1997 loss_giou: 0.3732 loss_ce_0: 0.5452 loss_bbox_0: 0.3401 loss_giou_0: 0.569 loss_ce_1: 0.4508 loss_bbox_1: 0.2368 loss_giou_1: 0.4194 loss_ce_2: 0.381 loss_bbox_2: 0.2106 loss_giou_2: 0.3831 loss_ce_3: 0.3588 loss_bbox_3: 0.2052 loss_giou_3: 0.3745 loss_ce_4: 0.3512 loss_bbox_4: 0.202 loss_giou_4: 0.3749 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:44] d2.utils.events INFO: eta: 1 day, 3:49:41 iter: 93459 total_loss: 6.197 loss_ce: 0.3492 loss_bbox: 0.2099 loss_giou: 0.3592 loss_ce_0: 0.5316 loss_bbox_0: 0.356 loss_giou_0: 0.5466 loss_ce_1: 0.4348 loss_bbox_1: 0.2442 loss_giou_1: 0.4103 loss_ce_2: 0.3822 loss_bbox_2: 0.2212 loss_giou_2: 0.3749 loss_ce_3: 0.3459 loss_bbox_3: 0.2174 loss_giou_3: 0.364 loss_ce_4: 0.3495 loss_bbox_4: 0.2128 loss_giou_4: 0.3626 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:49] d2.utils.events INFO: eta: 1 day, 3:49:38 iter: 93479 total_loss: 6.891 loss_ce: 0.3742 loss_bbox: 0.2231 loss_giou: 0.3829 loss_ce_0: 0.5835 loss_bbox_0: 0.3844 loss_giou_0: 0.5638 loss_ce_1: 0.4761 loss_bbox_1: 0.2639 loss_giou_1: 0.4357 loss_ce_2: 0.41 loss_bbox_2: 0.2468 loss_giou_2: 0.4036 loss_ce_3: 0.3911 loss_bbox_3: 0.2334 loss_giou_3: 0.3902 loss_ce_4: 0.378 loss_bbox_4: 0.2285 loss_giou_4: 0.3881 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:48:55] d2.utils.events INFO: eta: 1 day, 3:50:37 iter: 93499 total_loss: 6.132 loss_ce: 0.3419 loss_bbox: 0.205 loss_giou: 0.3618 loss_ce_0: 0.525 loss_bbox_0: 0.3444 loss_giou_0: 0.5464 loss_ce_1: 0.4329 loss_bbox_1: 0.2358 loss_giou_1: 0.4084 loss_ce_2: 0.3792 loss_bbox_2: 0.2196 loss_giou_2: 0.3758 loss_ce_3: 0.3486 loss_bbox_3: 0.2106 loss_giou_3: 0.376 loss_ce_4: 0.3445 loss_bbox_4: 0.2099 loss_giou_4: 0.3698 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:01] d2.utils.events INFO: eta: 1 day, 3:50:17 iter: 93519 total_loss: 6.225 loss_ce: 0.3328 loss_bbox: 0.198 loss_giou: 0.3723 loss_ce_0: 0.5389 loss_bbox_0: 0.3348 loss_giou_0: 0.5714 loss_ce_1: 0.4332 loss_bbox_1: 0.2404 loss_giou_1: 0.4189 loss_ce_2: 0.3803 loss_bbox_2: 0.2166 loss_giou_2: 0.3958 loss_ce_3: 0.3464 loss_bbox_3: 0.2108 loss_giou_3: 0.3782 loss_ce_4: 0.3343 loss_bbox_4: 0.2023 loss_giou_4: 0.3759 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:06] d2.utils.events INFO: eta: 1 day, 3:50:32 iter: 93539 total_loss: 6.422 loss_ce: 0.3372 loss_bbox: 0.2082 loss_giou: 0.3707 loss_ce_0: 0.5134 loss_bbox_0: 0.3524 loss_giou_0: 0.566 loss_ce_1: 0.4236 loss_bbox_1: 0.2567 loss_giou_1: 0.4224 loss_ce_2: 0.368 loss_bbox_2: 0.2257 loss_giou_2: 0.3867 loss_ce_3: 0.354 loss_bbox_3: 0.2108 loss_giou_3: 0.3731 loss_ce_4: 0.3369 loss_bbox_4: 0.2086 loss_giou_4: 0.371 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:12] d2.utils.events INFO: eta: 1 day, 3:50:27 iter: 93559 total_loss: 6.378 loss_ce: 0.3485 loss_bbox: 0.2171 loss_giou: 0.3785 loss_ce_0: 0.5294 loss_bbox_0: 0.3637 loss_giou_0: 0.573 loss_ce_1: 0.4394 loss_bbox_1: 0.2632 loss_giou_1: 0.4203 loss_ce_2: 0.3807 loss_bbox_2: 0.2473 loss_giou_2: 0.3986 loss_ce_3: 0.3574 loss_bbox_3: 0.2292 loss_giou_3: 0.3862 loss_ce_4: 0.3493 loss_bbox_4: 0.226 loss_giou_4: 0.3788 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:18] d2.utils.events INFO: eta: 1 day, 3:50:39 iter: 93579 total_loss: 6.373 loss_ce: 0.3758 loss_bbox: 0.2091 loss_giou: 0.356 loss_ce_0: 0.5371 loss_bbox_0: 0.337 loss_giou_0: 0.5379 loss_ce_1: 0.451 loss_bbox_1: 0.2455 loss_giou_1: 0.3988 loss_ce_2: 0.4119 loss_bbox_2: 0.224 loss_giou_2: 0.3677 loss_ce_3: 0.3846 loss_bbox_3: 0.216 loss_giou_3: 0.364 loss_ce_4: 0.3738 loss_bbox_4: 0.2098 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:23] d2.utils.events INFO: eta: 1 day, 3:50:49 iter: 93599 total_loss: 6.16 loss_ce: 0.3365 loss_bbox: 0.2151 loss_giou: 0.3704 loss_ce_0: 0.5316 loss_bbox_0: 0.3543 loss_giou_0: 0.5694 loss_ce_1: 0.4249 loss_bbox_1: 0.2433 loss_giou_1: 0.4211 loss_ce_2: 0.3593 loss_bbox_2: 0.2279 loss_giou_2: 0.3922 loss_ce_3: 0.3366 loss_bbox_3: 0.2213 loss_giou_3: 0.3848 loss_ce_4: 0.3325 loss_bbox_4: 0.2199 loss_giou_4: 0.3781 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:29] d2.utils.events INFO: eta: 1 day, 3:51:13 iter: 93619 total_loss: 6.286 loss_ce: 0.3323 loss_bbox: 0.2148 loss_giou: 0.3519 loss_ce_0: 0.5521 loss_bbox_0: 0.3432 loss_giou_0: 0.5368 loss_ce_1: 0.4458 loss_bbox_1: 0.2405 loss_giou_1: 0.3959 loss_ce_2: 0.3834 loss_bbox_2: 0.216 loss_giou_2: 0.3651 loss_ce_3: 0.3475 loss_bbox_3: 0.2129 loss_giou_3: 0.3645 loss_ce_4: 0.3405 loss_bbox_4: 0.2098 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:35] d2.utils.events INFO: eta: 1 day, 3:50:43 iter: 93639 total_loss: 6.442 loss_ce: 0.3923 loss_bbox: 0.2198 loss_giou: 0.3787 loss_ce_0: 0.5475 loss_bbox_0: 0.3579 loss_giou_0: 0.5773 loss_ce_1: 0.4549 loss_bbox_1: 0.2508 loss_giou_1: 0.4373 loss_ce_2: 0.4058 loss_bbox_2: 0.2306 loss_giou_2: 0.4024 loss_ce_3: 0.3934 loss_bbox_3: 0.2287 loss_giou_3: 0.3923 loss_ce_4: 0.3891 loss_bbox_4: 0.2189 loss_giou_4: 0.3864 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:41] d2.utils.events INFO: eta: 1 day, 3:50:34 iter: 93659 total_loss: 6.413 loss_ce: 0.3524 loss_bbox: 0.2109 loss_giou: 0.3641 loss_ce_0: 0.5531 loss_bbox_0: 0.356 loss_giou_0: 0.5602 loss_ce_1: 0.4537 loss_bbox_1: 0.2431 loss_giou_1: 0.4035 loss_ce_2: 0.4041 loss_bbox_2: 0.2178 loss_giou_2: 0.3792 loss_ce_3: 0.3679 loss_bbox_3: 0.2116 loss_giou_3: 0.3676 loss_ce_4: 0.3488 loss_bbox_4: 0.2106 loss_giou_4: 0.3686 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:47] d2.utils.events INFO: eta: 1 day, 3:51:07 iter: 93679 total_loss: 6.543 loss_ce: 0.3396 loss_bbox: 0.2121 loss_giou: 0.3869 loss_ce_0: 0.5359 loss_bbox_0: 0.3493 loss_giou_0: 0.6086 loss_ce_1: 0.4401 loss_bbox_1: 0.2421 loss_giou_1: 0.4272 loss_ce_2: 0.3709 loss_bbox_2: 0.2235 loss_giou_2: 0.4047 loss_ce_3: 0.3453 loss_bbox_3: 0.2152 loss_giou_3: 0.3922 loss_ce_4: 0.3408 loss_bbox_4: 0.2137 loss_giou_4: 0.3888 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:52] d2.utils.events INFO: eta: 1 day, 3:50:30 iter: 93699 total_loss: 6.225 loss_ce: 0.3443 loss_bbox: 0.2007 loss_giou: 0.3517 loss_ce_0: 0.5261 loss_bbox_0: 0.3443 loss_giou_0: 0.5263 loss_ce_1: 0.4347 loss_bbox_1: 0.2301 loss_giou_1: 0.4014 loss_ce_2: 0.3758 loss_bbox_2: 0.2135 loss_giou_2: 0.3722 loss_ce_3: 0.3434 loss_bbox_3: 0.2091 loss_giou_3: 0.3569 loss_ce_4: 0.339 loss_bbox_4: 0.2049 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 20:49:58] d2.utils.events INFO: eta: 1 day, 3:49:44 iter: 93719 total_loss: 6.333 loss_ce: 0.3729 loss_bbox: 0.2139 loss_giou: 0.3405 loss_ce_0: 0.5516 loss_bbox_0: 0.3537 loss_giou_0: 0.5305 loss_ce_1: 0.457 loss_bbox_1: 0.2549 loss_giou_1: 0.3895 loss_ce_2: 0.3905 loss_bbox_2: 0.2367 loss_giou_2: 0.3589 loss_ce_3: 0.3711 loss_bbox_3: 0.2287 loss_giou_3: 0.3466 loss_ce_4: 0.3608 loss_bbox_4: 0.2208 loss_giou_4: 0.3486 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:04] d2.utils.events INFO: eta: 1 day, 3:49:33 iter: 93739 total_loss: 6.404 loss_ce: 0.3677 loss_bbox: 0.2087 loss_giou: 0.371 loss_ce_0: 0.5604 loss_bbox_0: 0.3452 loss_giou_0: 0.5756 loss_ce_1: 0.454 loss_bbox_1: 0.2461 loss_giou_1: 0.4147 loss_ce_2: 0.4053 loss_bbox_2: 0.2209 loss_giou_2: 0.3841 loss_ce_3: 0.3753 loss_bbox_3: 0.2175 loss_giou_3: 0.3763 loss_ce_4: 0.3691 loss_bbox_4: 0.2141 loss_giou_4: 0.3751 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:09] d2.utils.events INFO: eta: 1 day, 3:48:31 iter: 93759 total_loss: 6.342 loss_ce: 0.3616 loss_bbox: 0.2116 loss_giou: 0.3522 loss_ce_0: 0.5377 loss_bbox_0: 0.352 loss_giou_0: 0.5391 loss_ce_1: 0.459 loss_bbox_1: 0.2495 loss_giou_1: 0.3962 loss_ce_2: 0.388 loss_bbox_2: 0.2235 loss_giou_2: 0.3682 loss_ce_3: 0.3796 loss_bbox_3: 0.2177 loss_giou_3: 0.3591 loss_ce_4: 0.365 loss_bbox_4: 0.2138 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:15] d2.utils.events INFO: eta: 1 day, 3:49:17 iter: 93779 total_loss: 6.396 loss_ce: 0.3436 loss_bbox: 0.2098 loss_giou: 0.37 loss_ce_0: 0.5345 loss_bbox_0: 0.3595 loss_giou_0: 0.5597 loss_ce_1: 0.4415 loss_bbox_1: 0.2449 loss_giou_1: 0.4076 loss_ce_2: 0.3781 loss_bbox_2: 0.2264 loss_giou_2: 0.3766 loss_ce_3: 0.3539 loss_bbox_3: 0.213 loss_giou_3: 0.3686 loss_ce_4: 0.3511 loss_bbox_4: 0.2095 loss_giou_4: 0.3679 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:21] d2.utils.events INFO: eta: 1 day, 3:49:35 iter: 93799 total_loss: 6.396 loss_ce: 0.3606 loss_bbox: 0.2076 loss_giou: 0.3829 loss_ce_0: 0.539 loss_bbox_0: 0.3558 loss_giou_0: 0.5814 loss_ce_1: 0.4387 loss_bbox_1: 0.25 loss_giou_1: 0.4274 loss_ce_2: 0.3855 loss_bbox_2: 0.2355 loss_giou_2: 0.3984 loss_ce_3: 0.3633 loss_bbox_3: 0.2216 loss_giou_3: 0.3927 loss_ce_4: 0.3587 loss_bbox_4: 0.211 loss_giou_4: 0.3867 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:26] d2.utils.events INFO: eta: 1 day, 3:49:06 iter: 93819 total_loss: 6.623 loss_ce: 0.3644 loss_bbox: 0.2215 loss_giou: 0.3816 loss_ce_0: 0.5464 loss_bbox_0: 0.3551 loss_giou_0: 0.5762 loss_ce_1: 0.4673 loss_bbox_1: 0.2559 loss_giou_1: 0.4237 loss_ce_2: 0.4 loss_bbox_2: 0.2326 loss_giou_2: 0.3936 loss_ce_3: 0.3785 loss_bbox_3: 0.2263 loss_giou_3: 0.391 loss_ce_4: 0.3748 loss_bbox_4: 0.2241 loss_giou_4: 0.3835 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:32] d2.utils.events INFO: eta: 1 day, 3:48:08 iter: 93839 total_loss: 6.487 loss_ce: 0.3595 loss_bbox: 0.2121 loss_giou: 0.364 loss_ce_0: 0.5462 loss_bbox_0: 0.3427 loss_giou_0: 0.5276 loss_ce_1: 0.4418 loss_bbox_1: 0.2495 loss_giou_1: 0.3887 loss_ce_2: 0.3961 loss_bbox_2: 0.2221 loss_giou_2: 0.3756 loss_ce_3: 0.3637 loss_bbox_3: 0.2082 loss_giou_3: 0.3695 loss_ce_4: 0.3618 loss_bbox_4: 0.2101 loss_giou_4: 0.3648 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:38] d2.utils.events INFO: eta: 1 day, 3:48:47 iter: 93859 total_loss: 6.542 loss_ce: 0.3609 loss_bbox: 0.2087 loss_giou: 0.3749 loss_ce_0: 0.5248 loss_bbox_0: 0.3437 loss_giou_0: 0.5813 loss_ce_1: 0.4448 loss_bbox_1: 0.2521 loss_giou_1: 0.4374 loss_ce_2: 0.3938 loss_bbox_2: 0.2276 loss_giou_2: 0.3947 loss_ce_3: 0.3776 loss_bbox_3: 0.2159 loss_giou_3: 0.38 loss_ce_4: 0.3573 loss_bbox_4: 0.213 loss_giou_4: 0.3772 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:43] d2.utils.events INFO: eta: 1 day, 3:49:12 iter: 93879 total_loss: 6.306 loss_ce: 0.3472 loss_bbox: 0.2125 loss_giou: 0.3567 loss_ce_0: 0.5282 loss_bbox_0: 0.3466 loss_giou_0: 0.5776 loss_ce_1: 0.4289 loss_bbox_1: 0.2423 loss_giou_1: 0.4115 loss_ce_2: 0.3825 loss_bbox_2: 0.2193 loss_giou_2: 0.373 loss_ce_3: 0.3557 loss_bbox_3: 0.2214 loss_giou_3: 0.3593 loss_ce_4: 0.3508 loss_bbox_4: 0.2133 loss_giou_4: 0.3574 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:49] d2.utils.events INFO: eta: 1 day, 3:47:38 iter: 93899 total_loss: 6.461 loss_ce: 0.3433 loss_bbox: 0.2107 loss_giou: 0.3541 loss_ce_0: 0.534 loss_bbox_0: 0.3442 loss_giou_0: 0.5349 loss_ce_1: 0.4351 loss_bbox_1: 0.2504 loss_giou_1: 0.4078 loss_ce_2: 0.3848 loss_bbox_2: 0.2202 loss_giou_2: 0.3638 loss_ce_3: 0.3611 loss_bbox_3: 0.2163 loss_giou_3: 0.359 loss_ce_4: 0.3463 loss_bbox_4: 0.2138 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 20:50:55] d2.utils.events INFO: eta: 1 day, 3:47:26 iter: 93919 total_loss: 6.631 loss_ce: 0.3892 loss_bbox: 0.2248 loss_giou: 0.3553 loss_ce_0: 0.5629 loss_bbox_0: 0.3688 loss_giou_0: 0.537 loss_ce_1: 0.4538 loss_bbox_1: 0.2611 loss_giou_1: 0.4061 loss_ce_2: 0.4035 loss_bbox_2: 0.235 loss_giou_2: 0.3778 loss_ce_3: 0.3876 loss_bbox_3: 0.2239 loss_giou_3: 0.3638 loss_ce_4: 0.3875 loss_bbox_4: 0.2276 loss_giou_4: 0.3594 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:00] d2.utils.events INFO: eta: 1 day, 3:47:14 iter: 93939 total_loss: 6.352 loss_ce: 0.3397 loss_bbox: 0.1906 loss_giou: 0.3474 loss_ce_0: 0.5335 loss_bbox_0: 0.3537 loss_giou_0: 0.5693 loss_ce_1: 0.4301 loss_bbox_1: 0.2238 loss_giou_1: 0.409 loss_ce_2: 0.3816 loss_bbox_2: 0.1976 loss_giou_2: 0.369 loss_ce_3: 0.3466 loss_bbox_3: 0.1968 loss_giou_3: 0.354 loss_ce_4: 0.3417 loss_bbox_4: 0.1946 loss_giou_4: 0.3516 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:06] d2.utils.events INFO: eta: 1 day, 3:47:09 iter: 93959 total_loss: 6.065 loss_ce: 0.3287 loss_bbox: 0.2065 loss_giou: 0.3486 loss_ce_0: 0.5083 loss_bbox_0: 0.3541 loss_giou_0: 0.5405 loss_ce_1: 0.4078 loss_bbox_1: 0.2429 loss_giou_1: 0.4017 loss_ce_2: 0.361 loss_bbox_2: 0.2186 loss_giou_2: 0.3607 loss_ce_3: 0.3391 loss_bbox_3: 0.2069 loss_giou_3: 0.3557 loss_ce_4: 0.331 loss_bbox_4: 0.2061 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:12] d2.utils.events INFO: eta: 1 day, 3:47:03 iter: 93979 total_loss: 6.6 loss_ce: 0.3632 loss_bbox: 0.2223 loss_giou: 0.3623 loss_ce_0: 0.5515 loss_bbox_0: 0.3685 loss_giou_0: 0.5683 loss_ce_1: 0.4529 loss_bbox_1: 0.2572 loss_giou_1: 0.4104 loss_ce_2: 0.4014 loss_bbox_2: 0.2315 loss_giou_2: 0.38 loss_ce_3: 0.3752 loss_bbox_3: 0.231 loss_giou_3: 0.3666 loss_ce_4: 0.3672 loss_bbox_4: 0.2249 loss_giou_4: 0.3633 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:17] d2.utils.events INFO: eta: 1 day, 3:46:59 iter: 93999 total_loss: 6.224 loss_ce: 0.3379 loss_bbox: 0.2075 loss_giou: 0.3789 loss_ce_0: 0.5147 loss_bbox_0: 0.3554 loss_giou_0: 0.5661 loss_ce_1: 0.434 loss_bbox_1: 0.2333 loss_giou_1: 0.415 loss_ce_2: 0.3691 loss_bbox_2: 0.211 loss_giou_2: 0.3845 loss_ce_3: 0.3525 loss_bbox_3: 0.2061 loss_giou_3: 0.3816 loss_ce_4: 0.339 loss_bbox_4: 0.2035 loss_giou_4: 0.3783 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:23] d2.utils.events INFO: eta: 1 day, 3:46:46 iter: 94019 total_loss: 6.389 loss_ce: 0.3537 loss_bbox: 0.212 loss_giou: 0.3601 loss_ce_0: 0.5296 loss_bbox_0: 0.3588 loss_giou_0: 0.5811 loss_ce_1: 0.4143 loss_bbox_1: 0.245 loss_giou_1: 0.4189 loss_ce_2: 0.3702 loss_bbox_2: 0.2312 loss_giou_2: 0.3824 loss_ce_3: 0.3549 loss_bbox_3: 0.218 loss_giou_3: 0.3695 loss_ce_4: 0.3413 loss_bbox_4: 0.2135 loss_giou_4: 0.3634 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:29] d2.utils.events INFO: eta: 1 day, 3:46:23 iter: 94039 total_loss: 6.366 loss_ce: 0.3536 loss_bbox: 0.2142 loss_giou: 0.3554 loss_ce_0: 0.5333 loss_bbox_0: 0.3643 loss_giou_0: 0.5245 loss_ce_1: 0.4406 loss_bbox_1: 0.2622 loss_giou_1: 0.4083 loss_ce_2: 0.3733 loss_bbox_2: 0.2357 loss_giou_2: 0.3773 loss_ce_3: 0.3519 loss_bbox_3: 0.2222 loss_giou_3: 0.3698 loss_ce_4: 0.3516 loss_bbox_4: 0.2146 loss_giou_4: 0.3588 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:35] d2.utils.events INFO: eta: 1 day, 3:45:53 iter: 94059 total_loss: 6.315 loss_ce: 0.341 loss_bbox: 0.2021 loss_giou: 0.3576 loss_ce_0: 0.5427 loss_bbox_0: 0.3376 loss_giou_0: 0.5537 loss_ce_1: 0.4389 loss_bbox_1: 0.2315 loss_giou_1: 0.4021 loss_ce_2: 0.3908 loss_bbox_2: 0.2091 loss_giou_2: 0.3729 loss_ce_3: 0.352 loss_bbox_3: 0.2045 loss_giou_3: 0.3651 loss_ce_4: 0.3388 loss_bbox_4: 0.2017 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:40] d2.utils.events INFO: eta: 1 day, 3:45:00 iter: 94079 total_loss: 6.579 loss_ce: 0.3864 loss_bbox: 0.2158 loss_giou: 0.363 loss_ce_0: 0.5594 loss_bbox_0: 0.3662 loss_giou_0: 0.551 loss_ce_1: 0.4769 loss_bbox_1: 0.2631 loss_giou_1: 0.4152 loss_ce_2: 0.4108 loss_bbox_2: 0.2307 loss_giou_2: 0.3849 loss_ce_3: 0.3925 loss_bbox_3: 0.2263 loss_giou_3: 0.3718 loss_ce_4: 0.3806 loss_bbox_4: 0.2198 loss_giou_4: 0.3704 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:46] d2.utils.events INFO: eta: 1 day, 3:44:46 iter: 94099 total_loss: 6.115 loss_ce: 0.3411 loss_bbox: 0.2019 loss_giou: 0.3196 loss_ce_0: 0.5184 loss_bbox_0: 0.3455 loss_giou_0: 0.4871 loss_ce_1: 0.4312 loss_bbox_1: 0.231 loss_giou_1: 0.3652 loss_ce_2: 0.3747 loss_bbox_2: 0.2132 loss_giou_2: 0.3336 loss_ce_3: 0.3501 loss_bbox_3: 0.2075 loss_giou_3: 0.3256 loss_ce_4: 0.34 loss_bbox_4: 0.2037 loss_giou_4: 0.3205 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:51] d2.utils.events INFO: eta: 1 day, 3:44:30 iter: 94119 total_loss: 6.463 loss_ce: 0.3575 loss_bbox: 0.1998 loss_giou: 0.3479 loss_ce_0: 0.5599 loss_bbox_0: 0.35 loss_giou_0: 0.5675 loss_ce_1: 0.4567 loss_bbox_1: 0.2405 loss_giou_1: 0.4126 loss_ce_2: 0.4061 loss_bbox_2: 0.2181 loss_giou_2: 0.3649 loss_ce_3: 0.3717 loss_bbox_3: 0.2041 loss_giou_3: 0.3527 loss_ce_4: 0.359 loss_bbox_4: 0.1984 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 20:51:57] d2.utils.events INFO: eta: 1 day, 3:43:26 iter: 94139 total_loss: 6.249 loss_ce: 0.3445 loss_bbox: 0.2052 loss_giou: 0.3637 loss_ce_0: 0.5455 loss_bbox_0: 0.3369 loss_giou_0: 0.5337 loss_ce_1: 0.4447 loss_bbox_1: 0.237 loss_giou_1: 0.4042 loss_ce_2: 0.3704 loss_bbox_2: 0.2189 loss_giou_2: 0.3797 loss_ce_3: 0.3504 loss_bbox_3: 0.2165 loss_giou_3: 0.3729 loss_ce_4: 0.3415 loss_bbox_4: 0.2103 loss_giou_4: 0.36 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:03] d2.utils.events INFO: eta: 1 day, 3:43:07 iter: 94159 total_loss: 6.294 loss_ce: 0.3586 loss_bbox: 0.2066 loss_giou: 0.3473 loss_ce_0: 0.5398 loss_bbox_0: 0.3483 loss_giou_0: 0.5241 loss_ce_1: 0.4435 loss_bbox_1: 0.2415 loss_giou_1: 0.402 loss_ce_2: 0.3903 loss_bbox_2: 0.2215 loss_giou_2: 0.3637 loss_ce_3: 0.369 loss_bbox_3: 0.2177 loss_giou_3: 0.3564 loss_ce_4: 0.3568 loss_bbox_4: 0.2127 loss_giou_4: 0.3497 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:08] d2.utils.events INFO: eta: 1 day, 3:42:38 iter: 94179 total_loss: 6.174 loss_ce: 0.3295 loss_bbox: 0.2052 loss_giou: 0.3522 loss_ce_0: 0.5341 loss_bbox_0: 0.3371 loss_giou_0: 0.5579 loss_ce_1: 0.4307 loss_bbox_1: 0.2414 loss_giou_1: 0.3978 loss_ce_2: 0.363 loss_bbox_2: 0.216 loss_giou_2: 0.3696 loss_ce_3: 0.3393 loss_bbox_3: 0.2067 loss_giou_3: 0.3577 loss_ce_4: 0.3243 loss_bbox_4: 0.2088 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:14] d2.utils.events INFO: eta: 1 day, 3:42:48 iter: 94199 total_loss: 6.331 loss_ce: 0.3662 loss_bbox: 0.21 loss_giou: 0.354 loss_ce_0: 0.5634 loss_bbox_0: 0.3791 loss_giou_0: 0.5551 loss_ce_1: 0.4528 loss_bbox_1: 0.2584 loss_giou_1: 0.3952 loss_ce_2: 0.3878 loss_bbox_2: 0.2254 loss_giou_2: 0.3647 loss_ce_3: 0.3629 loss_bbox_3: 0.2202 loss_giou_3: 0.3607 loss_ce_4: 0.3588 loss_bbox_4: 0.2108 loss_giou_4: 0.3597 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:20] d2.utils.events INFO: eta: 1 day, 3:42:46 iter: 94219 total_loss: 6.338 loss_ce: 0.3399 loss_bbox: 0.209 loss_giou: 0.3746 loss_ce_0: 0.5351 loss_bbox_0: 0.3564 loss_giou_0: 0.5932 loss_ce_1: 0.4316 loss_bbox_1: 0.247 loss_giou_1: 0.426 loss_ce_2: 0.3791 loss_bbox_2: 0.2244 loss_giou_2: 0.4011 loss_ce_3: 0.3515 loss_bbox_3: 0.2116 loss_giou_3: 0.3843 loss_ce_4: 0.3413 loss_bbox_4: 0.2131 loss_giou_4: 0.3801 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:25] d2.utils.events INFO: eta: 1 day, 3:42:41 iter: 94239 total_loss: 6.124 loss_ce: 0.3624 loss_bbox: 0.207 loss_giou: 0.3569 loss_ce_0: 0.5411 loss_bbox_0: 0.3537 loss_giou_0: 0.547 loss_ce_1: 0.4549 loss_bbox_1: 0.2392 loss_giou_1: 0.4085 loss_ce_2: 0.3903 loss_bbox_2: 0.218 loss_giou_2: 0.3774 loss_ce_3: 0.3615 loss_bbox_3: 0.2063 loss_giou_3: 0.3651 loss_ce_4: 0.3577 loss_bbox_4: 0.2073 loss_giou_4: 0.3628 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:31] d2.utils.events INFO: eta: 1 day, 3:42:03 iter: 94259 total_loss: 6.322 loss_ce: 0.342 loss_bbox: 0.216 loss_giou: 0.3673 loss_ce_0: 0.5335 loss_bbox_0: 0.3509 loss_giou_0: 0.5554 loss_ce_1: 0.4531 loss_bbox_1: 0.2529 loss_giou_1: 0.4166 loss_ce_2: 0.3871 loss_bbox_2: 0.2233 loss_giou_2: 0.3852 loss_ce_3: 0.3467 loss_bbox_3: 0.2207 loss_giou_3: 0.381 loss_ce_4: 0.3348 loss_bbox_4: 0.2155 loss_giou_4: 0.3726 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:37] d2.utils.events INFO: eta: 1 day, 3:42:05 iter: 94279 total_loss: 6.317 loss_ce: 0.3369 loss_bbox: 0.2117 loss_giou: 0.349 loss_ce_0: 0.5409 loss_bbox_0: 0.3389 loss_giou_0: 0.5479 loss_ce_1: 0.4505 loss_bbox_1: 0.2355 loss_giou_1: 0.398 loss_ce_2: 0.3723 loss_bbox_2: 0.2205 loss_giou_2: 0.3709 loss_ce_3: 0.3393 loss_bbox_3: 0.221 loss_giou_3: 0.3581 loss_ce_4: 0.3402 loss_bbox_4: 0.217 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:42] d2.utils.events INFO: eta: 1 day, 3:41:19 iter: 94299 total_loss: 6.446 loss_ce: 0.3247 loss_bbox: 0.2137 loss_giou: 0.3711 loss_ce_0: 0.5412 loss_bbox_0: 0.3513 loss_giou_0: 0.5579 loss_ce_1: 0.4534 loss_bbox_1: 0.2476 loss_giou_1: 0.4225 loss_ce_2: 0.3639 loss_bbox_2: 0.226 loss_giou_2: 0.397 loss_ce_3: 0.3431 loss_bbox_3: 0.2171 loss_giou_3: 0.3845 loss_ce_4: 0.3369 loss_bbox_4: 0.2161 loss_giou_4: 0.376 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:48] d2.utils.events INFO: eta: 1 day, 3:41:36 iter: 94319 total_loss: 6.396 loss_ce: 0.3476 loss_bbox: 0.2015 loss_giou: 0.388 loss_ce_0: 0.5299 loss_bbox_0: 0.3457 loss_giou_0: 0.5764 loss_ce_1: 0.4316 loss_bbox_1: 0.2384 loss_giou_1: 0.4467 loss_ce_2: 0.3774 loss_bbox_2: 0.2138 loss_giou_2: 0.413 loss_ce_3: 0.3485 loss_bbox_3: 0.206 loss_giou_3: 0.4049 loss_ce_4: 0.345 loss_bbox_4: 0.2009 loss_giou_4: 0.3944 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:54] d2.utils.events INFO: eta: 1 day, 3:41:08 iter: 94339 total_loss: 6.075 loss_ce: 0.3236 loss_bbox: 0.1946 loss_giou: 0.3526 loss_ce_0: 0.511 loss_bbox_0: 0.3442 loss_giou_0: 0.5262 loss_ce_1: 0.4238 loss_bbox_1: 0.23 loss_giou_1: 0.4091 loss_ce_2: 0.3521 loss_bbox_2: 0.207 loss_giou_2: 0.3715 loss_ce_3: 0.3277 loss_bbox_3: 0.1994 loss_giou_3: 0.3589 loss_ce_4: 0.3234 loss_bbox_4: 0.1982 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 20:52:59] d2.utils.events INFO: eta: 1 day, 3:41:17 iter: 94359 total_loss: 6.474 loss_ce: 0.356 loss_bbox: 0.2141 loss_giou: 0.3748 loss_ce_0: 0.5472 loss_bbox_0: 0.3492 loss_giou_0: 0.5497 loss_ce_1: 0.4476 loss_bbox_1: 0.2569 loss_giou_1: 0.4169 loss_ce_2: 0.3915 loss_bbox_2: 0.2341 loss_giou_2: 0.3901 loss_ce_3: 0.3664 loss_bbox_3: 0.2179 loss_giou_3: 0.38 loss_ce_4: 0.358 loss_bbox_4: 0.2139 loss_giou_4: 0.3756 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:05] d2.utils.events INFO: eta: 1 day, 3:41:04 iter: 94379 total_loss: 6.357 loss_ce: 0.3601 loss_bbox: 0.2154 loss_giou: 0.3703 loss_ce_0: 0.5406 loss_bbox_0: 0.354 loss_giou_0: 0.5673 loss_ce_1: 0.4533 loss_bbox_1: 0.2537 loss_giou_1: 0.4232 loss_ce_2: 0.3938 loss_bbox_2: 0.2334 loss_giou_2: 0.3856 loss_ce_3: 0.3661 loss_bbox_3: 0.2335 loss_giou_3: 0.3788 loss_ce_4: 0.3613 loss_bbox_4: 0.2263 loss_giou_4: 0.3736 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:11] d2.utils.events INFO: eta: 1 day, 3:41:21 iter: 94399 total_loss: 6.616 loss_ce: 0.3722 loss_bbox: 0.2202 loss_giou: 0.38 loss_ce_0: 0.5446 loss_bbox_0: 0.3626 loss_giou_0: 0.5609 loss_ce_1: 0.457 loss_bbox_1: 0.2528 loss_giou_1: 0.43 loss_ce_2: 0.3882 loss_bbox_2: 0.2335 loss_giou_2: 0.3989 loss_ce_3: 0.3767 loss_bbox_3: 0.23 loss_giou_3: 0.3896 loss_ce_4: 0.3746 loss_bbox_4: 0.2246 loss_giou_4: 0.3829 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:16] d2.utils.events INFO: eta: 1 day, 3:41:16 iter: 94419 total_loss: 6.302 loss_ce: 0.3538 loss_bbox: 0.2095 loss_giou: 0.3412 loss_ce_0: 0.5361 loss_bbox_0: 0.3429 loss_giou_0: 0.5627 loss_ce_1: 0.4424 loss_bbox_1: 0.2517 loss_giou_1: 0.399 loss_ce_2: 0.3782 loss_bbox_2: 0.2256 loss_giou_2: 0.3651 loss_ce_3: 0.3586 loss_bbox_3: 0.216 loss_giou_3: 0.3554 loss_ce_4: 0.3539 loss_bbox_4: 0.2114 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:22] d2.utils.events INFO: eta: 1 day, 3:41:20 iter: 94439 total_loss: 6.293 loss_ce: 0.3283 loss_bbox: 0.2211 loss_giou: 0.3585 loss_ce_0: 0.5497 loss_bbox_0: 0.3601 loss_giou_0: 0.5498 loss_ce_1: 0.4377 loss_bbox_1: 0.2529 loss_giou_1: 0.4083 loss_ce_2: 0.3571 loss_bbox_2: 0.2318 loss_giou_2: 0.3729 loss_ce_3: 0.3358 loss_bbox_3: 0.2268 loss_giou_3: 0.3663 loss_ce_4: 0.328 loss_bbox_4: 0.2215 loss_giou_4: 0.3606 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:28] d2.utils.events INFO: eta: 1 day, 3:41:33 iter: 94459 total_loss: 6.231 loss_ce: 0.3572 loss_bbox: 0.2057 loss_giou: 0.3717 loss_ce_0: 0.5394 loss_bbox_0: 0.3603 loss_giou_0: 0.5487 loss_ce_1: 0.4567 loss_bbox_1: 0.2453 loss_giou_1: 0.4158 loss_ce_2: 0.3903 loss_bbox_2: 0.2201 loss_giou_2: 0.3867 loss_ce_3: 0.369 loss_bbox_3: 0.212 loss_giou_3: 0.376 loss_ce_4: 0.3583 loss_bbox_4: 0.203 loss_giou_4: 0.3672 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:34] d2.utils.events INFO: eta: 1 day, 3:41:28 iter: 94479 total_loss: 6.071 loss_ce: 0.3452 loss_bbox: 0.2091 loss_giou: 0.3495 loss_ce_0: 0.535 loss_bbox_0: 0.3435 loss_giou_0: 0.538 loss_ce_1: 0.4284 loss_bbox_1: 0.2416 loss_giou_1: 0.4008 loss_ce_2: 0.3724 loss_bbox_2: 0.2205 loss_giou_2: 0.3732 loss_ce_3: 0.3461 loss_bbox_3: 0.212 loss_giou_3: 0.3619 loss_ce_4: 0.3428 loss_bbox_4: 0.2096 loss_giou_4: 0.3543 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:39] d2.utils.events INFO: eta: 1 day, 3:41:14 iter: 94499 total_loss: 6.487 loss_ce: 0.363 loss_bbox: 0.2016 loss_giou: 0.3689 loss_ce_0: 0.5583 loss_bbox_0: 0.35 loss_giou_0: 0.5557 loss_ce_1: 0.4549 loss_bbox_1: 0.2422 loss_giou_1: 0.4282 loss_ce_2: 0.3974 loss_bbox_2: 0.2225 loss_giou_2: 0.3882 loss_ce_3: 0.3682 loss_bbox_3: 0.2148 loss_giou_3: 0.3729 loss_ce_4: 0.3594 loss_bbox_4: 0.2045 loss_giou_4: 0.3734 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:45] d2.utils.events INFO: eta: 1 day, 3:41:21 iter: 94519 total_loss: 6.38 loss_ce: 0.3614 loss_bbox: 0.2213 loss_giou: 0.367 loss_ce_0: 0.5548 loss_bbox_0: 0.3519 loss_giou_0: 0.5716 loss_ce_1: 0.4646 loss_bbox_1: 0.2552 loss_giou_1: 0.4241 loss_ce_2: 0.4034 loss_bbox_2: 0.2318 loss_giou_2: 0.3859 loss_ce_3: 0.3785 loss_bbox_3: 0.2216 loss_giou_3: 0.3752 loss_ce_4: 0.368 loss_bbox_4: 0.2215 loss_giou_4: 0.3714 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:51] d2.utils.events INFO: eta: 1 day, 3:41:11 iter: 94539 total_loss: 6.731 loss_ce: 0.3697 loss_bbox: 0.2375 loss_giou: 0.3803 loss_ce_0: 0.5547 loss_bbox_0: 0.3705 loss_giou_0: 0.5679 loss_ce_1: 0.4628 loss_bbox_1: 0.268 loss_giou_1: 0.4341 loss_ce_2: 0.3989 loss_bbox_2: 0.2484 loss_giou_2: 0.3989 loss_ce_3: 0.3725 loss_bbox_3: 0.2347 loss_giou_3: 0.3916 loss_ce_4: 0.3665 loss_bbox_4: 0.2362 loss_giou_4: 0.3827 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 20:53:56] d2.utils.events INFO: eta: 1 day, 3:41:09 iter: 94559 total_loss: 6.286 loss_ce: 0.3496 loss_bbox: 0.2101 loss_giou: 0.3523 loss_ce_0: 0.5324 loss_bbox_0: 0.3556 loss_giou_0: 0.5509 loss_ce_1: 0.433 loss_bbox_1: 0.2463 loss_giou_1: 0.3983 loss_ce_2: 0.4013 loss_bbox_2: 0.2223 loss_giou_2: 0.3664 loss_ce_3: 0.3612 loss_bbox_3: 0.215 loss_giou_3: 0.3618 loss_ce_4: 0.3531 loss_bbox_4: 0.2111 loss_giou_4: 0.3544 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:02] d2.utils.events INFO: eta: 1 day, 3:41:32 iter: 94579 total_loss: 6.146 loss_ce: 0.3309 loss_bbox: 0.2037 loss_giou: 0.3433 loss_ce_0: 0.5353 loss_bbox_0: 0.3497 loss_giou_0: 0.5405 loss_ce_1: 0.4321 loss_bbox_1: 0.2435 loss_giou_1: 0.3995 loss_ce_2: 0.3617 loss_bbox_2: 0.2191 loss_giou_2: 0.3656 loss_ce_3: 0.3263 loss_bbox_3: 0.2103 loss_giou_3: 0.3475 loss_ce_4: 0.3325 loss_bbox_4: 0.2083 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:08] d2.utils.events INFO: eta: 1 day, 3:41:50 iter: 94599 total_loss: 6.062 loss_ce: 0.3423 loss_bbox: 0.1925 loss_giou: 0.3491 loss_ce_0: 0.5327 loss_bbox_0: 0.3398 loss_giou_0: 0.5317 loss_ce_1: 0.442 loss_bbox_1: 0.2275 loss_giou_1: 0.3957 loss_ce_2: 0.3734 loss_bbox_2: 0.2039 loss_giou_2: 0.3633 loss_ce_3: 0.3459 loss_bbox_3: 0.1961 loss_giou_3: 0.351 loss_ce_4: 0.3415 loss_bbox_4: 0.1962 loss_giou_4: 0.3496 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:13] d2.utils.events INFO: eta: 1 day, 3:41:09 iter: 94619 total_loss: 6.109 loss_ce: 0.3355 loss_bbox: 0.2058 loss_giou: 0.3479 loss_ce_0: 0.5282 loss_bbox_0: 0.3233 loss_giou_0: 0.5591 loss_ce_1: 0.4321 loss_bbox_1: 0.2385 loss_giou_1: 0.4071 loss_ce_2: 0.3784 loss_bbox_2: 0.216 loss_giou_2: 0.3676 loss_ce_3: 0.3468 loss_bbox_3: 0.2063 loss_giou_3: 0.3558 loss_ce_4: 0.339 loss_bbox_4: 0.2086 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:19] d2.utils.events INFO: eta: 1 day, 3:41:04 iter: 94639 total_loss: 6.537 loss_ce: 0.3514 loss_bbox: 0.2054 loss_giou: 0.3596 loss_ce_0: 0.5458 loss_bbox_0: 0.3577 loss_giou_0: 0.5376 loss_ce_1: 0.4422 loss_bbox_1: 0.2473 loss_giou_1: 0.4093 loss_ce_2: 0.381 loss_bbox_2: 0.2173 loss_giou_2: 0.3782 loss_ce_3: 0.3744 loss_bbox_3: 0.2121 loss_giou_3: 0.3675 loss_ce_4: 0.3584 loss_bbox_4: 0.2061 loss_giou_4: 0.3627 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:25] d2.utils.events INFO: eta: 1 day, 3:40:20 iter: 94659 total_loss: 6.173 loss_ce: 0.3498 loss_bbox: 0.2224 loss_giou: 0.3507 loss_ce_0: 0.526 loss_bbox_0: 0.3615 loss_giou_0: 0.5355 loss_ce_1: 0.4422 loss_bbox_1: 0.2543 loss_giou_1: 0.3975 loss_ce_2: 0.3815 loss_bbox_2: 0.2393 loss_giou_2: 0.3616 loss_ce_3: 0.3721 loss_bbox_3: 0.2309 loss_giou_3: 0.3541 loss_ce_4: 0.3522 loss_bbox_4: 0.2248 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:30] d2.utils.events INFO: eta: 1 day, 3:40:12 iter: 94679 total_loss: 6.431 loss_ce: 0.3635 loss_bbox: 0.206 loss_giou: 0.3716 loss_ce_0: 0.5389 loss_bbox_0: 0.3492 loss_giou_0: 0.586 loss_ce_1: 0.4484 loss_bbox_1: 0.243 loss_giou_1: 0.4201 loss_ce_2: 0.3939 loss_bbox_2: 0.2197 loss_giou_2: 0.3952 loss_ce_3: 0.3724 loss_bbox_3: 0.213 loss_giou_3: 0.3807 loss_ce_4: 0.3675 loss_bbox_4: 0.2039 loss_giou_4: 0.3735 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:36] d2.utils.events INFO: eta: 1 day, 3:40:00 iter: 94699 total_loss: 6.339 loss_ce: 0.348 loss_bbox: 0.2099 loss_giou: 0.3565 loss_ce_0: 0.5349 loss_bbox_0: 0.3553 loss_giou_0: 0.545 loss_ce_1: 0.4398 loss_bbox_1: 0.2565 loss_giou_1: 0.4024 loss_ce_2: 0.3804 loss_bbox_2: 0.2286 loss_giou_2: 0.3816 loss_ce_3: 0.3537 loss_bbox_3: 0.2183 loss_giou_3: 0.3729 loss_ce_4: 0.3535 loss_bbox_4: 0.2152 loss_giou_4: 0.3679 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:42] d2.utils.events INFO: eta: 1 day, 3:40:04 iter: 94719 total_loss: 6.633 loss_ce: 0.3849 loss_bbox: 0.2199 loss_giou: 0.3683 loss_ce_0: 0.5843 loss_bbox_0: 0.3697 loss_giou_0: 0.5627 loss_ce_1: 0.4942 loss_bbox_1: 0.2544 loss_giou_1: 0.4142 loss_ce_2: 0.426 loss_bbox_2: 0.2342 loss_giou_2: 0.3793 loss_ce_3: 0.3991 loss_bbox_3: 0.2314 loss_giou_3: 0.3771 loss_ce_4: 0.3864 loss_bbox_4: 0.2206 loss_giou_4: 0.3708 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:47] d2.utils.events INFO: eta: 1 day, 3:39:38 iter: 94739 total_loss: 6.577 loss_ce: 0.3695 loss_bbox: 0.204 loss_giou: 0.3611 loss_ce_0: 0.5538 loss_bbox_0: 0.3597 loss_giou_0: 0.5512 loss_ce_1: 0.4511 loss_bbox_1: 0.2379 loss_giou_1: 0.4111 loss_ce_2: 0.4034 loss_bbox_2: 0.2195 loss_giou_2: 0.3774 loss_ce_3: 0.3771 loss_bbox_3: 0.2105 loss_giou_3: 0.3638 loss_ce_4: 0.364 loss_bbox_4: 0.2062 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:53] d2.utils.events INFO: eta: 1 day, 3:39:35 iter: 94759 total_loss: 6.396 loss_ce: 0.3548 loss_bbox: 0.2102 loss_giou: 0.3617 loss_ce_0: 0.5414 loss_bbox_0: 0.3527 loss_giou_0: 0.5495 loss_ce_1: 0.4714 loss_bbox_1: 0.2406 loss_giou_1: 0.4159 loss_ce_2: 0.4063 loss_bbox_2: 0.22 loss_giou_2: 0.3829 loss_ce_3: 0.3682 loss_bbox_3: 0.2183 loss_giou_3: 0.3641 loss_ce_4: 0.3568 loss_bbox_4: 0.2113 loss_giou_4: 0.3623 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 20:54:59] d2.utils.events INFO: eta: 1 day, 3:39:31 iter: 94779 total_loss: 6.322 loss_ce: 0.3713 loss_bbox: 0.216 loss_giou: 0.348 loss_ce_0: 0.5528 loss_bbox_0: 0.3603 loss_giou_0: 0.5309 loss_ce_1: 0.4419 loss_bbox_1: 0.2536 loss_giou_1: 0.401 loss_ce_2: 0.3991 loss_bbox_2: 0.2242 loss_giou_2: 0.3603 loss_ce_3: 0.3797 loss_bbox_3: 0.2214 loss_giou_3: 0.3552 loss_ce_4: 0.3648 loss_bbox_4: 0.2146 loss_giou_4: 0.3516 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:04] d2.utils.events INFO: eta: 1 day, 3:39:24 iter: 94799 total_loss: 6.315 loss_ce: 0.3464 loss_bbox: 0.191 loss_giou: 0.3761 loss_ce_0: 0.5456 loss_bbox_0: 0.3368 loss_giou_0: 0.5533 loss_ce_1: 0.4434 loss_bbox_1: 0.2224 loss_giou_1: 0.4135 loss_ce_2: 0.3898 loss_bbox_2: 0.2041 loss_giou_2: 0.3943 loss_ce_3: 0.3611 loss_bbox_3: 0.1941 loss_giou_3: 0.3843 loss_ce_4: 0.3463 loss_bbox_4: 0.1938 loss_giou_4: 0.3811 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:10] d2.utils.events INFO: eta: 1 day, 3:39:18 iter: 94819 total_loss: 6.315 loss_ce: 0.3582 loss_bbox: 0.2199 loss_giou: 0.3548 loss_ce_0: 0.5383 loss_bbox_0: 0.3558 loss_giou_0: 0.5228 loss_ce_1: 0.4498 loss_bbox_1: 0.249 loss_giou_1: 0.4007 loss_ce_2: 0.3882 loss_bbox_2: 0.2275 loss_giou_2: 0.3675 loss_ce_3: 0.3611 loss_bbox_3: 0.2191 loss_giou_3: 0.3546 loss_ce_4: 0.3557 loss_bbox_4: 0.2213 loss_giou_4: 0.3547 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:16] d2.utils.events INFO: eta: 1 day, 3:39:21 iter: 94839 total_loss: 6.494 loss_ce: 0.3555 loss_bbox: 0.2163 loss_giou: 0.3791 loss_ce_0: 0.5596 loss_bbox_0: 0.353 loss_giou_0: 0.5527 loss_ce_1: 0.4466 loss_bbox_1: 0.2413 loss_giou_1: 0.418 loss_ce_2: 0.3798 loss_bbox_2: 0.2245 loss_giou_2: 0.3971 loss_ce_3: 0.364 loss_bbox_3: 0.2168 loss_giou_3: 0.385 loss_ce_4: 0.3577 loss_bbox_4: 0.218 loss_giou_4: 0.3863 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:21] d2.utils.events INFO: eta: 1 day, 3:39:09 iter: 94859 total_loss: 6.741 loss_ce: 0.3735 loss_bbox: 0.2326 loss_giou: 0.4045 loss_ce_0: 0.56 loss_bbox_0: 0.3612 loss_giou_0: 0.5846 loss_ce_1: 0.4605 loss_bbox_1: 0.2634 loss_giou_1: 0.4556 loss_ce_2: 0.4051 loss_bbox_2: 0.2485 loss_giou_2: 0.4222 loss_ce_3: 0.3825 loss_bbox_3: 0.2395 loss_giou_3: 0.4084 loss_ce_4: 0.3754 loss_bbox_4: 0.2399 loss_giou_4: 0.4027 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:27] d2.utils.events INFO: eta: 1 day, 3:39:10 iter: 94879 total_loss: 6.486 loss_ce: 0.3604 loss_bbox: 0.2146 loss_giou: 0.3651 loss_ce_0: 0.5233 loss_bbox_0: 0.3647 loss_giou_0: 0.5492 loss_ce_1: 0.4374 loss_bbox_1: 0.259 loss_giou_1: 0.4266 loss_ce_2: 0.3901 loss_bbox_2: 0.2286 loss_giou_2: 0.3872 loss_ce_3: 0.3686 loss_bbox_3: 0.2203 loss_giou_3: 0.3738 loss_ce_4: 0.3677 loss_bbox_4: 0.2176 loss_giou_4: 0.3676 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:33] d2.utils.events INFO: eta: 1 day, 3:39:41 iter: 94899 total_loss: 6.222 loss_ce: 0.3394 loss_bbox: 0.2072 loss_giou: 0.3667 loss_ce_0: 0.5371 loss_bbox_0: 0.3499 loss_giou_0: 0.5605 loss_ce_1: 0.4451 loss_bbox_1: 0.2408 loss_giou_1: 0.4167 loss_ce_2: 0.3828 loss_bbox_2: 0.2158 loss_giou_2: 0.384 loss_ce_3: 0.3522 loss_bbox_3: 0.2113 loss_giou_3: 0.3727 loss_ce_4: 0.3372 loss_bbox_4: 0.204 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:39] d2.utils.events INFO: eta: 1 day, 3:39:45 iter: 94919 total_loss: 6.225 loss_ce: 0.3341 loss_bbox: 0.2039 loss_giou: 0.3778 loss_ce_0: 0.5418 loss_bbox_0: 0.3324 loss_giou_0: 0.5773 loss_ce_1: 0.4459 loss_bbox_1: 0.2378 loss_giou_1: 0.4266 loss_ce_2: 0.3748 loss_bbox_2: 0.2131 loss_giou_2: 0.394 loss_ce_3: 0.3463 loss_bbox_3: 0.206 loss_giou_3: 0.3813 loss_ce_4: 0.3359 loss_bbox_4: 0.2048 loss_giou_4: 0.376 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:44] d2.utils.events INFO: eta: 1 day, 3:39:51 iter: 94939 total_loss: 6.53 loss_ce: 0.39 loss_bbox: 0.2086 loss_giou: 0.3863 loss_ce_0: 0.5621 loss_bbox_0: 0.3529 loss_giou_0: 0.5654 loss_ce_1: 0.4667 loss_bbox_1: 0.25 loss_giou_1: 0.4278 loss_ce_2: 0.4091 loss_bbox_2: 0.2299 loss_giou_2: 0.3937 loss_ce_3: 0.3928 loss_bbox_3: 0.2123 loss_giou_3: 0.3847 loss_ce_4: 0.3854 loss_bbox_4: 0.2087 loss_giou_4: 0.3835 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:50] d2.utils.events INFO: eta: 1 day, 3:39:46 iter: 94959 total_loss: 6.42 loss_ce: 0.3644 loss_bbox: 0.2137 loss_giou: 0.3649 loss_ce_0: 0.5734 loss_bbox_0: 0.3577 loss_giou_0: 0.5495 loss_ce_1: 0.4599 loss_bbox_1: 0.2559 loss_giou_1: 0.4193 loss_ce_2: 0.4051 loss_bbox_2: 0.2275 loss_giou_2: 0.3922 loss_ce_3: 0.3736 loss_bbox_3: 0.2201 loss_giou_3: 0.378 loss_ce_4: 0.3657 loss_bbox_4: 0.2141 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 20:55:56] d2.utils.events INFO: eta: 1 day, 3:39:18 iter: 94979 total_loss: 6.303 loss_ce: 0.3399 loss_bbox: 0.201 loss_giou: 0.331 loss_ce_0: 0.5304 loss_bbox_0: 0.3329 loss_giou_0: 0.5371 loss_ce_1: 0.417 loss_bbox_1: 0.2341 loss_giou_1: 0.3795 loss_ce_2: 0.3675 loss_bbox_2: 0.2267 loss_giou_2: 0.3485 loss_ce_3: 0.3499 loss_bbox_3: 0.2061 loss_giou_3: 0.3402 loss_ce_4: 0.3383 loss_bbox_4: 0.2034 loss_giou_4: 0.3288 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:01] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0094999.pth [11/02 20:56:03] d2.utils.events INFO: eta: 1 day, 3:38:45 iter: 94999 total_loss: 6.352 loss_ce: 0.3703 loss_bbox: 0.2238 loss_giou: 0.3549 loss_ce_0: 0.5409 loss_bbox_0: 0.3765 loss_giou_0: 0.5333 loss_ce_1: 0.4443 loss_bbox_1: 0.2649 loss_giou_1: 0.4113 loss_ce_2: 0.407 loss_bbox_2: 0.2345 loss_giou_2: 0.3811 loss_ce_3: 0.3797 loss_bbox_3: 0.2339 loss_giou_3: 0.3713 loss_ce_4: 0.3704 loss_bbox_4: 0.2257 loss_giou_4: 0.3596 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:09] d2.utils.events INFO: eta: 1 day, 3:38:35 iter: 95019 total_loss: 6.346 loss_ce: 0.3503 loss_bbox: 0.2149 loss_giou: 0.3468 loss_ce_0: 0.5317 loss_bbox_0: 0.3501 loss_giou_0: 0.5402 loss_ce_1: 0.4508 loss_bbox_1: 0.2569 loss_giou_1: 0.3979 loss_ce_2: 0.3923 loss_bbox_2: 0.2359 loss_giou_2: 0.3767 loss_ce_3: 0.3714 loss_bbox_3: 0.2256 loss_giou_3: 0.3601 loss_ce_4: 0.352 loss_bbox_4: 0.2194 loss_giou_4: 0.3497 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:15] d2.utils.events INFO: eta: 1 day, 3:38:47 iter: 95039 total_loss: 6.516 loss_ce: 0.3654 loss_bbox: 0.203 loss_giou: 0.3591 loss_ce_0: 0.5498 loss_bbox_0: 0.3501 loss_giou_0: 0.5533 loss_ce_1: 0.4616 loss_bbox_1: 0.2507 loss_giou_1: 0.4135 loss_ce_2: 0.4054 loss_bbox_2: 0.2199 loss_giou_2: 0.3809 loss_ce_3: 0.3759 loss_bbox_3: 0.2144 loss_giou_3: 0.3686 loss_ce_4: 0.3656 loss_bbox_4: 0.2068 loss_giou_4: 0.3665 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:20] d2.utils.events INFO: eta: 1 day, 3:38:28 iter: 95059 total_loss: 6.316 loss_ce: 0.3548 loss_bbox: 0.2135 loss_giou: 0.3646 loss_ce_0: 0.5473 loss_bbox_0: 0.3469 loss_giou_0: 0.5663 loss_ce_1: 0.4423 loss_bbox_1: 0.246 loss_giou_1: 0.4226 loss_ce_2: 0.3769 loss_bbox_2: 0.2194 loss_giou_2: 0.3824 loss_ce_3: 0.3563 loss_bbox_3: 0.2161 loss_giou_3: 0.3658 loss_ce_4: 0.3543 loss_bbox_4: 0.2154 loss_giou_4: 0.3632 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:26] d2.utils.events INFO: eta: 1 day, 3:38:50 iter: 95079 total_loss: 6.316 loss_ce: 0.3471 loss_bbox: 0.2203 loss_giou: 0.3436 loss_ce_0: 0.5042 loss_bbox_0: 0.3564 loss_giou_0: 0.5447 loss_ce_1: 0.4337 loss_bbox_1: 0.2458 loss_giou_1: 0.4059 loss_ce_2: 0.3746 loss_bbox_2: 0.2229 loss_giou_2: 0.3683 loss_ce_3: 0.3539 loss_bbox_3: 0.2219 loss_giou_3: 0.358 loss_ce_4: 0.3435 loss_bbox_4: 0.2225 loss_giou_4: 0.3457 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:32] d2.utils.events INFO: eta: 1 day, 3:38:30 iter: 95099 total_loss: 6.467 loss_ce: 0.3503 loss_bbox: 0.216 loss_giou: 0.3781 loss_ce_0: 0.5404 loss_bbox_0: 0.3474 loss_giou_0: 0.5928 loss_ce_1: 0.4356 loss_bbox_1: 0.2459 loss_giou_1: 0.438 loss_ce_2: 0.3845 loss_bbox_2: 0.2238 loss_giou_2: 0.401 loss_ce_3: 0.3529 loss_bbox_3: 0.2226 loss_giou_3: 0.3882 loss_ce_4: 0.3556 loss_bbox_4: 0.2174 loss_giou_4: 0.3836 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:38] d2.utils.events INFO: eta: 1 day, 3:39:06 iter: 95119 total_loss: 6.31 loss_ce: 0.3489 loss_bbox: 0.205 loss_giou: 0.3664 loss_ce_0: 0.5317 loss_bbox_0: 0.3473 loss_giou_0: 0.5952 loss_ce_1: 0.4412 loss_bbox_1: 0.2355 loss_giou_1: 0.4276 loss_ce_2: 0.3807 loss_bbox_2: 0.2151 loss_giou_2: 0.3882 loss_ce_3: 0.355 loss_bbox_3: 0.2065 loss_giou_3: 0.3771 loss_ce_4: 0.3324 loss_bbox_4: 0.2063 loss_giou_4: 0.3688 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:43] d2.utils.events INFO: eta: 1 day, 3:39:06 iter: 95139 total_loss: 6.264 loss_ce: 0.3411 loss_bbox: 0.2208 loss_giou: 0.3629 loss_ce_0: 0.5353 loss_bbox_0: 0.3592 loss_giou_0: 0.5843 loss_ce_1: 0.4235 loss_bbox_1: 0.2516 loss_giou_1: 0.4146 loss_ce_2: 0.37 loss_bbox_2: 0.2329 loss_giou_2: 0.3806 loss_ce_3: 0.3447 loss_bbox_3: 0.2309 loss_giou_3: 0.3747 loss_ce_4: 0.3427 loss_bbox_4: 0.223 loss_giou_4: 0.3644 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:49] d2.utils.events INFO: eta: 1 day, 3:39:07 iter: 95159 total_loss: 6.278 loss_ce: 0.3634 loss_bbox: 0.2047 loss_giou: 0.363 loss_ce_0: 0.5484 loss_bbox_0: 0.3487 loss_giou_0: 0.564 loss_ce_1: 0.4508 loss_bbox_1: 0.2473 loss_giou_1: 0.4135 loss_ce_2: 0.3968 loss_bbox_2: 0.2207 loss_giou_2: 0.3819 loss_ce_3: 0.3795 loss_bbox_3: 0.2097 loss_giou_3: 0.367 loss_ce_4: 0.366 loss_bbox_4: 0.2064 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 20:56:55] d2.utils.events INFO: eta: 1 day, 3:39:27 iter: 95179 total_loss: 6.406 loss_ce: 0.3348 loss_bbox: 0.2269 loss_giou: 0.3624 loss_ce_0: 0.5237 loss_bbox_0: 0.3436 loss_giou_0: 0.5462 loss_ce_1: 0.4223 loss_bbox_1: 0.2462 loss_giou_1: 0.4075 loss_ce_2: 0.3675 loss_bbox_2: 0.227 loss_giou_2: 0.381 loss_ce_3: 0.3436 loss_bbox_3: 0.225 loss_giou_3: 0.3706 loss_ce_4: 0.3308 loss_bbox_4: 0.2216 loss_giou_4: 0.3691 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 20:57:00] d2.utils.events INFO: eta: 1 day, 3:39:22 iter: 95199 total_loss: 6.373 loss_ce: 0.377 loss_bbox: 0.2203 loss_giou: 0.3636 loss_ce_0: 0.5358 loss_bbox_0: 0.3555 loss_giou_0: 0.5555 loss_ce_1: 0.4481 loss_bbox_1: 0.2565 loss_giou_1: 0.4049 loss_ce_2: 0.3941 loss_bbox_2: 0.234 loss_giou_2: 0.3779 loss_ce_3: 0.3675 loss_bbox_3: 0.2266 loss_giou_3: 0.3724 loss_ce_4: 0.3786 loss_bbox_4: 0.2234 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 20:57:06] d2.utils.events INFO: eta: 1 day, 3:39:20 iter: 95219 total_loss: 6.472 loss_ce: 0.3581 loss_bbox: 0.2291 loss_giou: 0.3702 loss_ce_0: 0.5391 loss_bbox_0: 0.3623 loss_giou_0: 0.5569 loss_ce_1: 0.441 loss_bbox_1: 0.2597 loss_giou_1: 0.4272 loss_ce_2: 0.381 loss_bbox_2: 0.2371 loss_giou_2: 0.3907 loss_ce_3: 0.3561 loss_bbox_3: 0.2322 loss_giou_3: 0.3796 loss_ce_4: 0.3559 loss_bbox_4: 0.2273 loss_giou_4: 0.37 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 20:57:12] d2.utils.events INFO: eta: 1 day, 3:39:11 iter: 95239 total_loss: 6.418 loss_ce: 0.3627 loss_bbox: 0.2001 loss_giou: 0.3806 loss_ce_0: 0.5279 loss_bbox_0: 0.3301 loss_giou_0: 0.5719 loss_ce_1: 0.4331 loss_bbox_1: 0.2359 loss_giou_1: 0.4354 loss_ce_2: 0.3794 loss_bbox_2: 0.2125 loss_giou_2: 0.405 loss_ce_3: 0.3576 loss_bbox_3: 0.2075 loss_giou_3: 0.3979 loss_ce_4: 0.3582 loss_bbox_4: 0.2027 loss_giou_4: 0.3863 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 20:57:17] d2.utils.events INFO: eta: 1 day, 3:39:40 iter: 95259 total_loss: 6.587 loss_ce: 0.3585 loss_bbox: 0.2218 loss_giou: 0.3863 loss_ce_0: 0.5653 loss_bbox_0: 0.3796 loss_giou_0: 0.5588 loss_ce_1: 0.4581 loss_bbox_1: 0.2627 loss_giou_1: 0.4344 loss_ce_2: 0.3922 loss_bbox_2: 0.2377 loss_giou_2: 0.4043 loss_ce_3: 0.3652 loss_bbox_3: 0.2368 loss_giou_3: 0.3965 loss_ce_4: 0.3587 loss_bbox_4: 0.2299 loss_giou_4: 0.3871 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:57:23] d2.utils.events INFO: eta: 1 day, 3:39:35 iter: 95279 total_loss: 6.626 loss_ce: 0.3647 loss_bbox: 0.2182 loss_giou: 0.3775 loss_ce_0: 0.5482 loss_bbox_0: 0.3539 loss_giou_0: 0.5589 loss_ce_1: 0.4447 loss_bbox_1: 0.248 loss_giou_1: 0.4375 loss_ce_2: 0.404 loss_bbox_2: 0.2309 loss_giou_2: 0.4044 loss_ce_3: 0.3712 loss_bbox_3: 0.2189 loss_giou_3: 0.4003 loss_ce_4: 0.3618 loss_bbox_4: 0.2175 loss_giou_4: 0.385 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 20:57:26] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 20:57:27] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 20:57:27] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 20:57:27] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 20:57:27] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 20:57:27] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 20:57:34] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0013 s/iter. Inference: 0.0429 s/iter. Eval: 0.0003 s/iter. Total: 0.0445 s/iter. ETA=0:00:27 [11/02 20:57:39] d2.evaluation.evaluator INFO: Inference done 105/625. Dataloading: 0.0030 s/iter. Inference: 0.0495 s/iter. Eval: 0.0004 s/iter. Total: 0.0530 s/iter. ETA=0:00:27 [11/02 20:57:44] d2.evaluation.evaluator INFO: Inference done 202/625. Dataloading: 0.0030 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:22 [11/02 20:57:49] d2.evaluation.evaluator INFO: Inference done 298/625. Dataloading: 0.0028 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:17 [11/02 20:57:54] d2.evaluation.evaluator INFO: Inference done 392/625. Dataloading: 0.0029 s/iter. Inference: 0.0493 s/iter. Eval: 0.0003 s/iter. Total: 0.0527 s/iter. ETA=0:00:12 [11/02 20:57:59] d2.evaluation.evaluator INFO: Inference done 488/625. Dataloading: 0.0029 s/iter. Inference: 0.0493 s/iter. Eval: 0.0003 s/iter. Total: 0.0526 s/iter. ETA=0:00:07 [11/02 20:58:05] d2.evaluation.evaluator INFO: Inference done 584/625. Dataloading: 0.0028 s/iter. Inference: 0.0493 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:02 [11/02 20:58:07] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.723174 (0.052779 s / iter per device, on 8 devices) [11/02 20:58:07] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049020 s / iter per device, on 8 devices) [11/02 20:58:14] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 20:58:14] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 20:58:16] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 20:58:20] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 20:58:35] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 15.24 seconds. [11/02 20:58:36] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 20:58:37] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.54 seconds. [11/02 20:58:37] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 38.876 | 57.542 | 41.288 | 21.432 | 41.986 | 53.585 | [11/02 20:58:37] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 50.022 | bicycle | 24.851 | car | 37.932 | | motorcycle | 35.622 | airplane | 67.580 | bus | 60.953 | | train | 61.603 | truck | 34.043 | boat | 24.345 | | traffic light | 22.286 | fire hydrant | 61.594 | stop sign | 64.867 | | parking meter | 43.332 | bench | 23.420 | bird | 34.197 | | cat | 70.663 | dog | 60.914 | horse | 57.114 | | sheep | 48.024 | cow | 55.380 | elephant | 63.662 | | bear | 74.429 | zebra | 64.481 | giraffe | 65.298 | | backpack | 12.013 | umbrella | 31.211 | handbag | 11.503 | | tie | 28.762 | suitcase | 36.510 | frisbee | 66.433 | | skis | 22.328 | snowboard | 35.400 | sports ball | 43.624 | | kite | 42.002 | baseball bat | 27.718 | baseball glove | 36.276 | | skateboard | 48.711 | surfboard | 36.539 | tennis racket | 44.782 | | bottle | 31.078 | wine glass | 28.718 | cup | 36.178 | | fork | 26.789 | knife | 11.790 | spoon | 11.230 | | bowl | 41.800 | banana | 22.002 | apple | 15.866 | | sandwich | 35.475 | orange | 27.625 | broccoli | 19.360 | | carrot | 21.274 | hot dog | 32.716 | pizza | 50.677 | | donut | 44.103 | cake | 36.085 | chair | 21.866 | | couch | 43.489 | potted plant | 21.963 | bed | 45.835 | | dining table | 28.127 | toilet | 59.780 | tv | 52.930 | | laptop | 54.566 | mouse | 53.810 | remote | 27.858 | | keyboard | 46.887 | cell phone | 30.642 | microwave | 55.236 | | oven | 30.388 | toaster | 23.924 | sink | 31.477 | | refrigerator | 55.128 | book | 9.887 | clock | 48.233 | | vase | 34.155 | scissors | 32.425 | teddy bear | 46.536 | | hair drier | 10.165 | toothbrush | 21.584 | | | [11/02 20:58:38] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 20:58:38] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 20:58:38] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 20:58:38] d2.evaluation.testing INFO: copypaste: 38.8761,57.5421,41.2881,21.4323,41.9856,53.5854 [11/02 20:58:41] d2.utils.events INFO: eta: 1 day, 3:39:59 iter: 95299 total_loss: 6.238 loss_ce: 0.3414 loss_bbox: 0.2055 loss_giou: 0.3645 loss_ce_0: 0.5491 loss_bbox_0: 0.3362 loss_giou_0: 0.548 loss_ce_1: 0.4385 loss_bbox_1: 0.2356 loss_giou_1: 0.4102 loss_ce_2: 0.3845 loss_bbox_2: 0.2186 loss_giou_2: 0.3798 loss_ce_3: 0.3472 loss_bbox_3: 0.2094 loss_giou_3: 0.3689 loss_ce_4: 0.3419 loss_bbox_4: 0.2078 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 20:58:47] d2.utils.events INFO: eta: 1 day, 3:39:53 iter: 95319 total_loss: 6.284 loss_ce: 0.3353 loss_bbox: 0.2067 loss_giou: 0.3782 loss_ce_0: 0.5315 loss_bbox_0: 0.3471 loss_giou_0: 0.5688 loss_ce_1: 0.4234 loss_bbox_1: 0.2375 loss_giou_1: 0.4427 loss_ce_2: 0.3623 loss_bbox_2: 0.2146 loss_giou_2: 0.4057 loss_ce_3: 0.3352 loss_bbox_3: 0.2129 loss_giou_3: 0.3871 loss_ce_4: 0.3298 loss_bbox_4: 0.2102 loss_giou_4: 0.3829 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 20:58:53] d2.utils.events INFO: eta: 1 day, 3:40:14 iter: 95339 total_loss: 6.331 loss_ce: 0.3473 loss_bbox: 0.215 loss_giou: 0.3477 loss_ce_0: 0.5608 loss_bbox_0: 0.3675 loss_giou_0: 0.5435 loss_ce_1: 0.4384 loss_bbox_1: 0.2575 loss_giou_1: 0.3976 loss_ce_2: 0.3811 loss_bbox_2: 0.2297 loss_giou_2: 0.365 loss_ce_3: 0.3559 loss_bbox_3: 0.2218 loss_giou_3: 0.3527 loss_ce_4: 0.3535 loss_bbox_4: 0.22 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 20:58:58] d2.utils.events INFO: eta: 1 day, 3:39:42 iter: 95359 total_loss: 6.584 loss_ce: 0.3665 loss_bbox: 0.205 loss_giou: 0.3655 loss_ce_0: 0.5524 loss_bbox_0: 0.3466 loss_giou_0: 0.5899 loss_ce_1: 0.4606 loss_bbox_1: 0.2357 loss_giou_1: 0.4369 loss_ce_2: 0.3984 loss_bbox_2: 0.2107 loss_giou_2: 0.3956 loss_ce_3: 0.3725 loss_bbox_3: 0.209 loss_giou_3: 0.3755 loss_ce_4: 0.37 loss_bbox_4: 0.2045 loss_giou_4: 0.3682 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:04] d2.utils.events INFO: eta: 1 day, 3:39:19 iter: 95379 total_loss: 6.419 loss_ce: 0.3483 loss_bbox: 0.2024 loss_giou: 0.3616 loss_ce_0: 0.5299 loss_bbox_0: 0.3519 loss_giou_0: 0.5575 loss_ce_1: 0.4308 loss_bbox_1: 0.2427 loss_giou_1: 0.4189 loss_ce_2: 0.3784 loss_bbox_2: 0.2191 loss_giou_2: 0.3773 loss_ce_3: 0.3542 loss_bbox_3: 0.2085 loss_giou_3: 0.3659 loss_ce_4: 0.3458 loss_bbox_4: 0.2035 loss_giou_4: 0.3644 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:09] d2.utils.events INFO: eta: 1 day, 3:39:01 iter: 95399 total_loss: 6.613 loss_ce: 0.3697 loss_bbox: 0.2249 loss_giou: 0.4002 loss_ce_0: 0.5682 loss_bbox_0: 0.3568 loss_giou_0: 0.6048 loss_ce_1: 0.4585 loss_bbox_1: 0.2635 loss_giou_1: 0.4522 loss_ce_2: 0.3959 loss_bbox_2: 0.2375 loss_giou_2: 0.4222 loss_ce_3: 0.3806 loss_bbox_3: 0.2354 loss_giou_3: 0.4096 loss_ce_4: 0.367 loss_bbox_4: 0.2297 loss_giou_4: 0.4028 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:15] d2.utils.events INFO: eta: 1 day, 3:38:50 iter: 95419 total_loss: 6.254 loss_ce: 0.3637 loss_bbox: 0.2026 loss_giou: 0.3515 loss_ce_0: 0.5591 loss_bbox_0: 0.3499 loss_giou_0: 0.5432 loss_ce_1: 0.4453 loss_bbox_1: 0.2378 loss_giou_1: 0.3985 loss_ce_2: 0.3894 loss_bbox_2: 0.2136 loss_giou_2: 0.366 loss_ce_3: 0.3602 loss_bbox_3: 0.206 loss_giou_3: 0.3577 loss_ce_4: 0.3567 loss_bbox_4: 0.2038 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:21] d2.utils.events INFO: eta: 1 day, 3:38:41 iter: 95439 total_loss: 6.126 loss_ce: 0.3465 loss_bbox: 0.1999 loss_giou: 0.3487 loss_ce_0: 0.5491 loss_bbox_0: 0.3407 loss_giou_0: 0.5332 loss_ce_1: 0.4401 loss_bbox_1: 0.231 loss_giou_1: 0.3891 loss_ce_2: 0.3702 loss_bbox_2: 0.2128 loss_giou_2: 0.3656 loss_ce_3: 0.3515 loss_bbox_3: 0.2021 loss_giou_3: 0.3558 loss_ce_4: 0.3406 loss_bbox_4: 0.203 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:27] d2.utils.events INFO: eta: 1 day, 3:38:12 iter: 95459 total_loss: 6.018 loss_ce: 0.3278 loss_bbox: 0.1881 loss_giou: 0.3709 loss_ce_0: 0.513 loss_bbox_0: 0.3226 loss_giou_0: 0.568 loss_ce_1: 0.4257 loss_bbox_1: 0.213 loss_giou_1: 0.4203 loss_ce_2: 0.3649 loss_bbox_2: 0.192 loss_giou_2: 0.3877 loss_ce_3: 0.3432 loss_bbox_3: 0.1924 loss_giou_3: 0.3778 loss_ce_4: 0.327 loss_bbox_4: 0.1869 loss_giou_4: 0.3681 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:32] d2.utils.events INFO: eta: 1 day, 3:38:08 iter: 95479 total_loss: 6.292 loss_ce: 0.354 loss_bbox: 0.1929 loss_giou: 0.3538 loss_ce_0: 0.5374 loss_bbox_0: 0.3447 loss_giou_0: 0.5487 loss_ce_1: 0.4312 loss_bbox_1: 0.238 loss_giou_1: 0.4138 loss_ce_2: 0.3869 loss_bbox_2: 0.2035 loss_giou_2: 0.3739 loss_ce_3: 0.3596 loss_bbox_3: 0.1946 loss_giou_3: 0.3601 loss_ce_4: 0.3512 loss_bbox_4: 0.1932 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:38] d2.utils.events INFO: eta: 1 day, 3:38:00 iter: 95499 total_loss: 6.463 loss_ce: 0.3413 loss_bbox: 0.2101 loss_giou: 0.3895 loss_ce_0: 0.5353 loss_bbox_0: 0.3472 loss_giou_0: 0.5811 loss_ce_1: 0.416 loss_bbox_1: 0.259 loss_giou_1: 0.4398 loss_ce_2: 0.3585 loss_bbox_2: 0.2315 loss_giou_2: 0.4032 loss_ce_3: 0.3453 loss_bbox_3: 0.2212 loss_giou_3: 0.3998 loss_ce_4: 0.3389 loss_bbox_4: 0.2117 loss_giou_4: 0.3931 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:44] d2.utils.events INFO: eta: 1 day, 3:37:57 iter: 95519 total_loss: 6.331 loss_ce: 0.3658 loss_bbox: 0.2068 loss_giou: 0.3545 loss_ce_0: 0.5426 loss_bbox_0: 0.3425 loss_giou_0: 0.5402 loss_ce_1: 0.4477 loss_bbox_1: 0.2356 loss_giou_1: 0.405 loss_ce_2: 0.3829 loss_bbox_2: 0.2123 loss_giou_2: 0.3719 loss_ce_3: 0.3634 loss_bbox_3: 0.2079 loss_giou_3: 0.3558 loss_ce_4: 0.3635 loss_bbox_4: 0.2083 loss_giou_4: 0.3502 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:49] d2.utils.events INFO: eta: 1 day, 3:37:51 iter: 95539 total_loss: 6.143 loss_ce: 0.3355 loss_bbox: 0.2095 loss_giou: 0.3392 loss_ce_0: 0.5316 loss_bbox_0: 0.3398 loss_giou_0: 0.5026 loss_ce_1: 0.4434 loss_bbox_1: 0.2411 loss_giou_1: 0.3942 loss_ce_2: 0.3765 loss_bbox_2: 0.2186 loss_giou_2: 0.3624 loss_ce_3: 0.3435 loss_bbox_3: 0.2092 loss_giou_3: 0.3481 loss_ce_4: 0.3282 loss_bbox_4: 0.2076 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 20:59:55] d2.utils.events INFO: eta: 1 day, 3:38:27 iter: 95559 total_loss: 6.619 loss_ce: 0.3652 loss_bbox: 0.2075 loss_giou: 0.3901 loss_ce_0: 0.5522 loss_bbox_0: 0.3382 loss_giou_0: 0.5831 loss_ce_1: 0.4545 loss_bbox_1: 0.2492 loss_giou_1: 0.4471 loss_ce_2: 0.3968 loss_bbox_2: 0.2214 loss_giou_2: 0.4121 loss_ce_3: 0.3693 loss_bbox_3: 0.2101 loss_giou_3: 0.4006 loss_ce_4: 0.3654 loss_bbox_4: 0.2088 loss_giou_4: 0.3932 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:01] d2.utils.events INFO: eta: 1 day, 3:37:25 iter: 95579 total_loss: 6.027 loss_ce: 0.3427 loss_bbox: 0.1961 loss_giou: 0.3327 loss_ce_0: 0.5289 loss_bbox_0: 0.3316 loss_giou_0: 0.5209 loss_ce_1: 0.4324 loss_bbox_1: 0.2348 loss_giou_1: 0.3839 loss_ce_2: 0.3726 loss_bbox_2: 0.2109 loss_giou_2: 0.3527 loss_ce_3: 0.3521 loss_bbox_3: 0.2051 loss_giou_3: 0.3449 loss_ce_4: 0.3479 loss_bbox_4: 0.1968 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:06] d2.utils.events INFO: eta: 1 day, 3:37:19 iter: 95599 total_loss: 6.796 loss_ce: 0.3446 loss_bbox: 0.2158 loss_giou: 0.4014 loss_ce_0: 0.571 loss_bbox_0: 0.3495 loss_giou_0: 0.5899 loss_ce_1: 0.4422 loss_bbox_1: 0.2439 loss_giou_1: 0.4473 loss_ce_2: 0.3906 loss_bbox_2: 0.2252 loss_giou_2: 0.4187 loss_ce_3: 0.3607 loss_bbox_3: 0.2162 loss_giou_3: 0.4001 loss_ce_4: 0.3478 loss_bbox_4: 0.2156 loss_giou_4: 0.4019 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:12] d2.utils.events INFO: eta: 1 day, 3:37:36 iter: 95619 total_loss: 6.695 loss_ce: 0.3538 loss_bbox: 0.2159 loss_giou: 0.3863 loss_ce_0: 0.5594 loss_bbox_0: 0.3524 loss_giou_0: 0.597 loss_ce_1: 0.4483 loss_bbox_1: 0.2509 loss_giou_1: 0.4373 loss_ce_2: 0.3869 loss_bbox_2: 0.2274 loss_giou_2: 0.3967 loss_ce_3: 0.365 loss_bbox_3: 0.2163 loss_giou_3: 0.3889 loss_ce_4: 0.3582 loss_bbox_4: 0.2154 loss_giou_4: 0.3873 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:18] d2.utils.events INFO: eta: 1 day, 3:38:00 iter: 95639 total_loss: 6.359 loss_ce: 0.3817 loss_bbox: 0.2072 loss_giou: 0.3522 loss_ce_0: 0.5441 loss_bbox_0: 0.3462 loss_giou_0: 0.5432 loss_ce_1: 0.4295 loss_bbox_1: 0.2414 loss_giou_1: 0.4102 loss_ce_2: 0.4049 loss_bbox_2: 0.2176 loss_giou_2: 0.3721 loss_ce_3: 0.3806 loss_bbox_3: 0.2138 loss_giou_3: 0.3655 loss_ce_4: 0.374 loss_bbox_4: 0.2088 loss_giou_4: 0.36 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:23] d2.utils.events INFO: eta: 1 day, 3:38:09 iter: 95659 total_loss: 6.679 loss_ce: 0.3586 loss_bbox: 0.2322 loss_giou: 0.3926 loss_ce_0: 0.5545 loss_bbox_0: 0.3599 loss_giou_0: 0.6005 loss_ce_1: 0.4598 loss_bbox_1: 0.2552 loss_giou_1: 0.4465 loss_ce_2: 0.3933 loss_bbox_2: 0.2324 loss_giou_2: 0.4089 loss_ce_3: 0.3664 loss_bbox_3: 0.2346 loss_giou_3: 0.4003 loss_ce_4: 0.3574 loss_bbox_4: 0.2314 loss_giou_4: 0.3964 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:29] d2.utils.events INFO: eta: 1 day, 3:38:12 iter: 95679 total_loss: 6.644 loss_ce: 0.3285 loss_bbox: 0.2009 loss_giou: 0.381 loss_ce_0: 0.5237 loss_bbox_0: 0.3409 loss_giou_0: 0.5906 loss_ce_1: 0.4332 loss_bbox_1: 0.2383 loss_giou_1: 0.4267 loss_ce_2: 0.3674 loss_bbox_2: 0.2223 loss_giou_2: 0.3931 loss_ce_3: 0.3354 loss_bbox_3: 0.2088 loss_giou_3: 0.3883 loss_ce_4: 0.3379 loss_bbox_4: 0.203 loss_giou_4: 0.3867 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:35] d2.utils.events INFO: eta: 1 day, 3:38:06 iter: 95699 total_loss: 6.072 loss_ce: 0.3179 loss_bbox: 0.1961 loss_giou: 0.3496 loss_ce_0: 0.5153 loss_bbox_0: 0.3536 loss_giou_0: 0.5431 loss_ce_1: 0.4247 loss_bbox_1: 0.2444 loss_giou_1: 0.3955 loss_ce_2: 0.3542 loss_bbox_2: 0.2233 loss_giou_2: 0.3663 loss_ce_3: 0.3224 loss_bbox_3: 0.2101 loss_giou_3: 0.3574 loss_ce_4: 0.3158 loss_bbox_4: 0.2029 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:41] d2.utils.events INFO: eta: 1 day, 3:38:01 iter: 95719 total_loss: 6.318 loss_ce: 0.3604 loss_bbox: 0.2105 loss_giou: 0.3606 loss_ce_0: 0.5495 loss_bbox_0: 0.3498 loss_giou_0: 0.5494 loss_ce_1: 0.4559 loss_bbox_1: 0.2398 loss_giou_1: 0.4127 loss_ce_2: 0.398 loss_bbox_2: 0.2192 loss_giou_2: 0.3734 loss_ce_3: 0.3727 loss_bbox_3: 0.2143 loss_giou_3: 0.3621 loss_ce_4: 0.3562 loss_bbox_4: 0.213 loss_giou_4: 0.3645 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:46] d2.utils.events INFO: eta: 1 day, 3:38:13 iter: 95739 total_loss: 6.496 loss_ce: 0.3554 loss_bbox: 0.2069 loss_giou: 0.3684 loss_ce_0: 0.5588 loss_bbox_0: 0.36 loss_giou_0: 0.5776 loss_ce_1: 0.4567 loss_bbox_1: 0.2491 loss_giou_1: 0.4283 loss_ce_2: 0.3956 loss_bbox_2: 0.2226 loss_giou_2: 0.3922 loss_ce_3: 0.3679 loss_bbox_3: 0.2216 loss_giou_3: 0.3793 loss_ce_4: 0.3593 loss_bbox_4: 0.2082 loss_giou_4: 0.3679 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:52] d2.utils.events INFO: eta: 1 day, 3:38:08 iter: 95759 total_loss: 6.499 loss_ce: 0.3706 loss_bbox: 0.2066 loss_giou: 0.3663 loss_ce_0: 0.551 loss_bbox_0: 0.3559 loss_giou_0: 0.5783 loss_ce_1: 0.4428 loss_bbox_1: 0.245 loss_giou_1: 0.4306 loss_ce_2: 0.4003 loss_bbox_2: 0.2182 loss_giou_2: 0.3902 loss_ce_3: 0.3741 loss_bbox_3: 0.2138 loss_giou_3: 0.3788 loss_ce_4: 0.3708 loss_bbox_4: 0.209 loss_giou_4: 0.3686 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:00:58] d2.utils.events INFO: eta: 1 day, 3:38:02 iter: 95779 total_loss: 6.471 loss_ce: 0.3693 loss_bbox: 0.2044 loss_giou: 0.3681 loss_ce_0: 0.5516 loss_bbox_0: 0.3491 loss_giou_0: 0.5669 loss_ce_1: 0.4615 loss_bbox_1: 0.2458 loss_giou_1: 0.4303 loss_ce_2: 0.3905 loss_bbox_2: 0.226 loss_giou_2: 0.3973 loss_ce_3: 0.3703 loss_bbox_3: 0.2093 loss_giou_3: 0.377 loss_ce_4: 0.3742 loss_bbox_4: 0.2074 loss_giou_4: 0.3713 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:04] d2.utils.events INFO: eta: 1 day, 3:37:56 iter: 95799 total_loss: 6.563 loss_ce: 0.3579 loss_bbox: 0.2046 loss_giou: 0.3621 loss_ce_0: 0.57 loss_bbox_0: 0.3596 loss_giou_0: 0.5509 loss_ce_1: 0.4461 loss_bbox_1: 0.2573 loss_giou_1: 0.4176 loss_ce_2: 0.39 loss_bbox_2: 0.2155 loss_giou_2: 0.3727 loss_ce_3: 0.3632 loss_bbox_3: 0.2034 loss_giou_3: 0.3738 loss_ce_4: 0.3544 loss_bbox_4: 0.2031 loss_giou_4: 0.3637 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:09] d2.utils.events INFO: eta: 1 day, 3:37:53 iter: 95819 total_loss: 6.549 loss_ce: 0.3647 loss_bbox: 0.2074 loss_giou: 0.3813 loss_ce_0: 0.5492 loss_bbox_0: 0.3651 loss_giou_0: 0.581 loss_ce_1: 0.4377 loss_bbox_1: 0.2407 loss_giou_1: 0.4326 loss_ce_2: 0.3838 loss_bbox_2: 0.2166 loss_giou_2: 0.395 loss_ce_3: 0.3723 loss_bbox_3: 0.2073 loss_giou_3: 0.3889 loss_ce_4: 0.3629 loss_bbox_4: 0.2071 loss_giou_4: 0.3838 time: 0.2802 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:15] d2.utils.events INFO: eta: 1 day, 3:37:39 iter: 95839 total_loss: 6.349 loss_ce: 0.3488 loss_bbox: 0.2172 loss_giou: 0.3661 loss_ce_0: 0.529 loss_bbox_0: 0.3554 loss_giou_0: 0.5544 loss_ce_1: 0.4436 loss_bbox_1: 0.2494 loss_giou_1: 0.4168 loss_ce_2: 0.3896 loss_bbox_2: 0.2281 loss_giou_2: 0.3836 loss_ce_3: 0.3514 loss_bbox_3: 0.2252 loss_giou_3: 0.3781 loss_ce_4: 0.3487 loss_bbox_4: 0.2182 loss_giou_4: 0.3643 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:21] d2.utils.events INFO: eta: 1 day, 3:37:34 iter: 95859 total_loss: 6.413 loss_ce: 0.3475 loss_bbox: 0.2039 loss_giou: 0.3883 loss_ce_0: 0.5608 loss_bbox_0: 0.3482 loss_giou_0: 0.5834 loss_ce_1: 0.4579 loss_bbox_1: 0.2319 loss_giou_1: 0.4326 loss_ce_2: 0.3827 loss_bbox_2: 0.2142 loss_giou_2: 0.395 loss_ce_3: 0.3588 loss_bbox_3: 0.206 loss_giou_3: 0.3906 loss_ce_4: 0.345 loss_bbox_4: 0.2065 loss_giou_4: 0.3854 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:26] d2.utils.events INFO: eta: 1 day, 3:36:46 iter: 95879 total_loss: 6.256 loss_ce: 0.3299 loss_bbox: 0.2005 loss_giou: 0.376 loss_ce_0: 0.532 loss_bbox_0: 0.3486 loss_giou_0: 0.5854 loss_ce_1: 0.4381 loss_bbox_1: 0.241 loss_giou_1: 0.4305 loss_ce_2: 0.3652 loss_bbox_2: 0.214 loss_giou_2: 0.3986 loss_ce_3: 0.3294 loss_bbox_3: 0.2047 loss_giou_3: 0.3882 loss_ce_4: 0.325 loss_bbox_4: 0.201 loss_giou_4: 0.382 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:32] d2.utils.events INFO: eta: 1 day, 3:36:10 iter: 95899 total_loss: 6.477 loss_ce: 0.3415 loss_bbox: 0.1957 loss_giou: 0.3721 loss_ce_0: 0.5471 loss_bbox_0: 0.3205 loss_giou_0: 0.5661 loss_ce_1: 0.4385 loss_bbox_1: 0.2314 loss_giou_1: 0.414 loss_ce_2: 0.372 loss_bbox_2: 0.2093 loss_giou_2: 0.3857 loss_ce_3: 0.3531 loss_bbox_3: 0.2078 loss_giou_3: 0.3808 loss_ce_4: 0.3415 loss_bbox_4: 0.1987 loss_giou_4: 0.378 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:37] d2.utils.events INFO: eta: 1 day, 3:35:59 iter: 95919 total_loss: 6.577 loss_ce: 0.3942 loss_bbox: 0.21 loss_giou: 0.3523 loss_ce_0: 0.5531 loss_bbox_0: 0.3577 loss_giou_0: 0.5307 loss_ce_1: 0.4628 loss_bbox_1: 0.2378 loss_giou_1: 0.3985 loss_ce_2: 0.4 loss_bbox_2: 0.2196 loss_giou_2: 0.3677 loss_ce_3: 0.3905 loss_bbox_3: 0.2167 loss_giou_3: 0.36 loss_ce_4: 0.3836 loss_bbox_4: 0.2085 loss_giou_4: 0.3531 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:43] d2.utils.events INFO: eta: 1 day, 3:35:26 iter: 95939 total_loss: 6.451 loss_ce: 0.3685 loss_bbox: 0.2279 loss_giou: 0.3623 loss_ce_0: 0.5679 loss_bbox_0: 0.3729 loss_giou_0: 0.5601 loss_ce_1: 0.4268 loss_bbox_1: 0.2661 loss_giou_1: 0.4152 loss_ce_2: 0.3977 loss_bbox_2: 0.2416 loss_giou_2: 0.3889 loss_ce_3: 0.3682 loss_bbox_3: 0.2323 loss_giou_3: 0.3784 loss_ce_4: 0.368 loss_bbox_4: 0.2226 loss_giou_4: 0.3665 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:49] d2.utils.events INFO: eta: 1 day, 3:34:57 iter: 95959 total_loss: 6.333 loss_ce: 0.3643 loss_bbox: 0.1982 loss_giou: 0.3555 loss_ce_0: 0.548 loss_bbox_0: 0.3378 loss_giou_0: 0.5626 loss_ce_1: 0.4374 loss_bbox_1: 0.2379 loss_giou_1: 0.4175 loss_ce_2: 0.3851 loss_bbox_2: 0.211 loss_giou_2: 0.3747 loss_ce_3: 0.3612 loss_bbox_3: 0.2084 loss_giou_3: 0.3691 loss_ce_4: 0.3596 loss_bbox_4: 0.1981 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 21:01:54] d2.utils.events INFO: eta: 1 day, 3:34:35 iter: 95979 total_loss: 6.847 loss_ce: 0.3857 loss_bbox: 0.2369 loss_giou: 0.3794 loss_ce_0: 0.5815 loss_bbox_0: 0.3705 loss_giou_0: 0.5766 loss_ce_1: 0.4828 loss_bbox_1: 0.2678 loss_giou_1: 0.4318 loss_ce_2: 0.4294 loss_bbox_2: 0.2408 loss_giou_2: 0.3973 loss_ce_3: 0.4003 loss_bbox_3: 0.2351 loss_giou_3: 0.3833 loss_ce_4: 0.399 loss_bbox_4: 0.237 loss_giou_4: 0.3814 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:00] d2.utils.events INFO: eta: 1 day, 3:34:59 iter: 95999 total_loss: 6.563 loss_ce: 0.341 loss_bbox: 0.2141 loss_giou: 0.3751 loss_ce_0: 0.5339 loss_bbox_0: 0.3606 loss_giou_0: 0.5518 loss_ce_1: 0.4319 loss_bbox_1: 0.2494 loss_giou_1: 0.4226 loss_ce_2: 0.3818 loss_bbox_2: 0.2266 loss_giou_2: 0.3856 loss_ce_3: 0.349 loss_bbox_3: 0.2196 loss_giou_3: 0.3775 loss_ce_4: 0.3373 loss_bbox_4: 0.2126 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:06] d2.utils.events INFO: eta: 1 day, 3:34:46 iter: 96019 total_loss: 6.388 loss_ce: 0.3478 loss_bbox: 0.193 loss_giou: 0.3384 loss_ce_0: 0.5511 loss_bbox_0: 0.3349 loss_giou_0: 0.5237 loss_ce_1: 0.4355 loss_bbox_1: 0.2291 loss_giou_1: 0.3863 loss_ce_2: 0.3759 loss_bbox_2: 0.2086 loss_giou_2: 0.3515 loss_ce_3: 0.3687 loss_bbox_3: 0.2014 loss_giou_3: 0.3468 loss_ce_4: 0.3536 loss_bbox_4: 0.1979 loss_giou_4: 0.3411 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:11] d2.utils.events INFO: eta: 1 day, 3:34:41 iter: 96039 total_loss: 6.463 loss_ce: 0.3694 loss_bbox: 0.2022 loss_giou: 0.3744 loss_ce_0: 0.5377 loss_bbox_0: 0.3441 loss_giou_0: 0.5835 loss_ce_1: 0.4453 loss_bbox_1: 0.2518 loss_giou_1: 0.4293 loss_ce_2: 0.3971 loss_bbox_2: 0.2188 loss_giou_2: 0.3965 loss_ce_3: 0.3715 loss_bbox_3: 0.2084 loss_giou_3: 0.3877 loss_ce_4: 0.37 loss_bbox_4: 0.1991 loss_giou_4: 0.3771 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:17] d2.utils.events INFO: eta: 1 day, 3:34:33 iter: 96059 total_loss: 6.492 loss_ce: 0.3724 loss_bbox: 0.2114 loss_giou: 0.3708 loss_ce_0: 0.555 loss_bbox_0: 0.3441 loss_giou_0: 0.5778 loss_ce_1: 0.4463 loss_bbox_1: 0.2464 loss_giou_1: 0.4254 loss_ce_2: 0.4021 loss_bbox_2: 0.2206 loss_giou_2: 0.385 loss_ce_3: 0.37 loss_bbox_3: 0.2193 loss_giou_3: 0.3765 loss_ce_4: 0.3745 loss_bbox_4: 0.2124 loss_giou_4: 0.372 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:23] d2.utils.events INFO: eta: 1 day, 3:34:17 iter: 96079 total_loss: 6.094 loss_ce: 0.3477 loss_bbox: 0.2044 loss_giou: 0.3437 loss_ce_0: 0.5463 loss_bbox_0: 0.329 loss_giou_0: 0.5184 loss_ce_1: 0.444 loss_bbox_1: 0.2319 loss_giou_1: 0.3862 loss_ce_2: 0.3808 loss_bbox_2: 0.2084 loss_giou_2: 0.3532 loss_ce_3: 0.3576 loss_bbox_3: 0.2079 loss_giou_3: 0.3492 loss_ce_4: 0.3552 loss_bbox_4: 0.205 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:28] d2.utils.events INFO: eta: 1 day, 3:34:22 iter: 96099 total_loss: 6.238 loss_ce: 0.3531 loss_bbox: 0.1952 loss_giou: 0.3871 loss_ce_0: 0.5273 loss_bbox_0: 0.3303 loss_giou_0: 0.5885 loss_ce_1: 0.4312 loss_bbox_1: 0.2265 loss_giou_1: 0.4408 loss_ce_2: 0.3852 loss_bbox_2: 0.2027 loss_giou_2: 0.4029 loss_ce_3: 0.3537 loss_bbox_3: 0.2009 loss_giou_3: 0.3904 loss_ce_4: 0.3406 loss_bbox_4: 0.1969 loss_giou_4: 0.3888 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:34] d2.utils.events INFO: eta: 1 day, 3:34:12 iter: 96119 total_loss: 6.301 loss_ce: 0.3513 loss_bbox: 0.2101 loss_giou: 0.3671 loss_ce_0: 0.5492 loss_bbox_0: 0.3508 loss_giou_0: 0.5461 loss_ce_1: 0.4569 loss_bbox_1: 0.2443 loss_giou_1: 0.4195 loss_ce_2: 0.3937 loss_bbox_2: 0.2221 loss_giou_2: 0.3846 loss_ce_3: 0.3642 loss_bbox_3: 0.2175 loss_giou_3: 0.3771 loss_ce_4: 0.3559 loss_bbox_4: 0.2153 loss_giou_4: 0.3705 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:40] d2.utils.events INFO: eta: 1 day, 3:33:54 iter: 96139 total_loss: 6.266 loss_ce: 0.339 loss_bbox: 0.1861 loss_giou: 0.3569 loss_ce_0: 0.5339 loss_bbox_0: 0.3283 loss_giou_0: 0.5645 loss_ce_1: 0.4322 loss_bbox_1: 0.2228 loss_giou_1: 0.4157 loss_ce_2: 0.3763 loss_bbox_2: 0.1988 loss_giou_2: 0.3821 loss_ce_3: 0.3498 loss_bbox_3: 0.192 loss_giou_3: 0.3667 loss_ce_4: 0.3414 loss_bbox_4: 0.1882 loss_giou_4: 0.3618 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:45] d2.utils.events INFO: eta: 1 day, 3:33:31 iter: 96159 total_loss: 6.243 loss_ce: 0.3484 loss_bbox: 0.1962 loss_giou: 0.3667 loss_ce_0: 0.5432 loss_bbox_0: 0.326 loss_giou_0: 0.5645 loss_ce_1: 0.4509 loss_bbox_1: 0.2243 loss_giou_1: 0.4268 loss_ce_2: 0.3945 loss_bbox_2: 0.2032 loss_giou_2: 0.3855 loss_ce_3: 0.3637 loss_bbox_3: 0.1985 loss_giou_3: 0.3711 loss_ce_4: 0.3461 loss_bbox_4: 0.1966 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:51] d2.utils.events INFO: eta: 1 day, 3:33:49 iter: 96179 total_loss: 6.246 loss_ce: 0.3445 loss_bbox: 0.1984 loss_giou: 0.3493 loss_ce_0: 0.5336 loss_bbox_0: 0.3452 loss_giou_0: 0.5402 loss_ce_1: 0.4414 loss_bbox_1: 0.2386 loss_giou_1: 0.4024 loss_ce_2: 0.3875 loss_bbox_2: 0.2096 loss_giou_2: 0.3654 loss_ce_3: 0.3545 loss_bbox_3: 0.2083 loss_giou_3: 0.3579 loss_ce_4: 0.3471 loss_bbox_4: 0.1994 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 21:02:57] d2.utils.events INFO: eta: 1 day, 3:33:37 iter: 96199 total_loss: 6.298 loss_ce: 0.3421 loss_bbox: 0.2153 loss_giou: 0.3431 loss_ce_0: 0.5689 loss_bbox_0: 0.3582 loss_giou_0: 0.5284 loss_ce_1: 0.4389 loss_bbox_1: 0.2449 loss_giou_1: 0.3932 loss_ce_2: 0.3767 loss_bbox_2: 0.2253 loss_giou_2: 0.3578 loss_ce_3: 0.3411 loss_bbox_3: 0.222 loss_giou_3: 0.3461 loss_ce_4: 0.3455 loss_bbox_4: 0.2172 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:03] d2.utils.events INFO: eta: 1 day, 3:33:37 iter: 96219 total_loss: 6.389 loss_ce: 0.3567 loss_bbox: 0.2021 loss_giou: 0.3539 loss_ce_0: 0.5557 loss_bbox_0: 0.3522 loss_giou_0: 0.5401 loss_ce_1: 0.4473 loss_bbox_1: 0.2391 loss_giou_1: 0.3978 loss_ce_2: 0.3902 loss_bbox_2: 0.2156 loss_giou_2: 0.375 loss_ce_3: 0.3686 loss_bbox_3: 0.207 loss_giou_3: 0.3596 loss_ce_4: 0.3542 loss_bbox_4: 0.2055 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:08] d2.utils.events INFO: eta: 1 day, 3:34:06 iter: 96239 total_loss: 6.402 loss_ce: 0.3722 loss_bbox: 0.2074 loss_giou: 0.3684 loss_ce_0: 0.555 loss_bbox_0: 0.3491 loss_giou_0: 0.556 loss_ce_1: 0.468 loss_bbox_1: 0.2425 loss_giou_1: 0.4178 loss_ce_2: 0.4102 loss_bbox_2: 0.2252 loss_giou_2: 0.3844 loss_ce_3: 0.3771 loss_bbox_3: 0.212 loss_giou_3: 0.3761 loss_ce_4: 0.38 loss_bbox_4: 0.2057 loss_giou_4: 0.3691 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:14] d2.utils.events INFO: eta: 1 day, 3:33:33 iter: 96259 total_loss: 5.93 loss_ce: 0.3368 loss_bbox: 0.1935 loss_giou: 0.3381 loss_ce_0: 0.5415 loss_bbox_0: 0.3371 loss_giou_0: 0.5116 loss_ce_1: 0.4391 loss_bbox_1: 0.2271 loss_giou_1: 0.3864 loss_ce_2: 0.3797 loss_bbox_2: 0.2023 loss_giou_2: 0.3534 loss_ce_3: 0.3488 loss_bbox_3: 0.197 loss_giou_3: 0.3402 loss_ce_4: 0.3475 loss_bbox_4: 0.193 loss_giou_4: 0.3407 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:20] d2.utils.events INFO: eta: 1 day, 3:33:29 iter: 96279 total_loss: 6.245 loss_ce: 0.3571 loss_bbox: 0.187 loss_giou: 0.3851 loss_ce_0: 0.5464 loss_bbox_0: 0.3264 loss_giou_0: 0.587 loss_ce_1: 0.4513 loss_bbox_1: 0.2161 loss_giou_1: 0.4388 loss_ce_2: 0.3887 loss_bbox_2: 0.1989 loss_giou_2: 0.3968 loss_ce_3: 0.3665 loss_bbox_3: 0.1906 loss_giou_3: 0.3909 loss_ce_4: 0.3565 loss_bbox_4: 0.1876 loss_giou_4: 0.384 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:25] d2.utils.events INFO: eta: 1 day, 3:33:25 iter: 96299 total_loss: 6.465 loss_ce: 0.3636 loss_bbox: 0.2025 loss_giou: 0.3587 loss_ce_0: 0.5413 loss_bbox_0: 0.3406 loss_giou_0: 0.5574 loss_ce_1: 0.449 loss_bbox_1: 0.2321 loss_giou_1: 0.4093 loss_ce_2: 0.3983 loss_bbox_2: 0.2117 loss_giou_2: 0.372 loss_ce_3: 0.3661 loss_bbox_3: 0.2103 loss_giou_3: 0.363 loss_ce_4: 0.3583 loss_bbox_4: 0.2037 loss_giou_4: 0.3559 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:31] d2.utils.events INFO: eta: 1 day, 3:33:16 iter: 96319 total_loss: 6.323 loss_ce: 0.3468 loss_bbox: 0.2032 loss_giou: 0.349 loss_ce_0: 0.538 loss_bbox_0: 0.3609 loss_giou_0: 0.5537 loss_ce_1: 0.4468 loss_bbox_1: 0.2413 loss_giou_1: 0.4037 loss_ce_2: 0.3773 loss_bbox_2: 0.2185 loss_giou_2: 0.3703 loss_ce_3: 0.3532 loss_bbox_3: 0.2075 loss_giou_3: 0.3551 loss_ce_4: 0.3486 loss_bbox_4: 0.2054 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:37] d2.utils.events INFO: eta: 1 day, 3:33:10 iter: 96339 total_loss: 5.941 loss_ce: 0.3394 loss_bbox: 0.2031 loss_giou: 0.3451 loss_ce_0: 0.5349 loss_bbox_0: 0.3448 loss_giou_0: 0.543 loss_ce_1: 0.4403 loss_bbox_1: 0.2384 loss_giou_1: 0.3907 loss_ce_2: 0.3809 loss_bbox_2: 0.2142 loss_giou_2: 0.3591 loss_ce_3: 0.3553 loss_bbox_3: 0.2085 loss_giou_3: 0.3502 loss_ce_4: 0.3437 loss_bbox_4: 0.2065 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:42] d2.utils.events INFO: eta: 1 day, 3:33:07 iter: 96359 total_loss: 6.135 loss_ce: 0.3142 loss_bbox: 0.1916 loss_giou: 0.3563 loss_ce_0: 0.5273 loss_bbox_0: 0.3221 loss_giou_0: 0.5379 loss_ce_1: 0.4186 loss_bbox_1: 0.2255 loss_giou_1: 0.4047 loss_ce_2: 0.3662 loss_bbox_2: 0.1996 loss_giou_2: 0.3759 loss_ce_3: 0.3275 loss_bbox_3: 0.1982 loss_giou_3: 0.3616 loss_ce_4: 0.3152 loss_bbox_4: 0.1926 loss_giou_4: 0.3593 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:48] d2.utils.events INFO: eta: 1 day, 3:33:03 iter: 96379 total_loss: 6.104 loss_ce: 0.3366 loss_bbox: 0.2089 loss_giou: 0.3573 loss_ce_0: 0.5126 loss_bbox_0: 0.3391 loss_giou_0: 0.5391 loss_ce_1: 0.4164 loss_bbox_1: 0.2387 loss_giou_1: 0.3974 loss_ce_2: 0.3732 loss_bbox_2: 0.2221 loss_giou_2: 0.3702 loss_ce_3: 0.3386 loss_bbox_3: 0.2158 loss_giou_3: 0.3645 loss_ce_4: 0.3389 loss_bbox_4: 0.2093 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:54] d2.utils.events INFO: eta: 1 day, 3:32:56 iter: 96399 total_loss: 6.064 loss_ce: 0.3276 loss_bbox: 0.2028 loss_giou: 0.3442 loss_ce_0: 0.5346 loss_bbox_0: 0.3484 loss_giou_0: 0.5239 loss_ce_1: 0.4259 loss_bbox_1: 0.244 loss_giou_1: 0.3946 loss_ce_2: 0.36 loss_bbox_2: 0.2135 loss_giou_2: 0.3619 loss_ce_3: 0.3308 loss_bbox_3: 0.2048 loss_giou_3: 0.3566 loss_ce_4: 0.3259 loss_bbox_4: 0.2054 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 21:03:59] d2.utils.events INFO: eta: 1 day, 3:33:37 iter: 96419 total_loss: 6.22 loss_ce: 0.3343 loss_bbox: 0.1875 loss_giou: 0.3588 loss_ce_0: 0.547 loss_bbox_0: 0.3354 loss_giou_0: 0.5773 loss_ce_1: 0.4286 loss_bbox_1: 0.2213 loss_giou_1: 0.4226 loss_ce_2: 0.3749 loss_bbox_2: 0.2023 loss_giou_2: 0.3843 loss_ce_3: 0.3438 loss_bbox_3: 0.1951 loss_giou_3: 0.369 loss_ce_4: 0.3294 loss_bbox_4: 0.1877 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:05] d2.utils.events INFO: eta: 1 day, 3:33:18 iter: 96439 total_loss: 6.089 loss_ce: 0.3306 loss_bbox: 0.1922 loss_giou: 0.3412 loss_ce_0: 0.5242 loss_bbox_0: 0.3212 loss_giou_0: 0.535 loss_ce_1: 0.4251 loss_bbox_1: 0.2391 loss_giou_1: 0.4048 loss_ce_2: 0.3642 loss_bbox_2: 0.213 loss_giou_2: 0.3716 loss_ce_3: 0.3442 loss_bbox_3: 0.2109 loss_giou_3: 0.3522 loss_ce_4: 0.3288 loss_bbox_4: 0.1949 loss_giou_4: 0.3451 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:11] d2.utils.events INFO: eta: 1 day, 3:32:57 iter: 96459 total_loss: 5.972 loss_ce: 0.3263 loss_bbox: 0.2022 loss_giou: 0.3343 loss_ce_0: 0.5315 loss_bbox_0: 0.3486 loss_giou_0: 0.5195 loss_ce_1: 0.4283 loss_bbox_1: 0.2303 loss_giou_1: 0.3789 loss_ce_2: 0.3587 loss_bbox_2: 0.2111 loss_giou_2: 0.3576 loss_ce_3: 0.3447 loss_bbox_3: 0.2101 loss_giou_3: 0.3443 loss_ce_4: 0.3294 loss_bbox_4: 0.2097 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:16] d2.utils.events INFO: eta: 1 day, 3:33:22 iter: 96479 total_loss: 6.229 loss_ce: 0.3312 loss_bbox: 0.2187 loss_giou: 0.3679 loss_ce_0: 0.5244 loss_bbox_0: 0.3456 loss_giou_0: 0.5716 loss_ce_1: 0.4202 loss_bbox_1: 0.2434 loss_giou_1: 0.418 loss_ce_2: 0.3802 loss_bbox_2: 0.2299 loss_giou_2: 0.3817 loss_ce_3: 0.3485 loss_bbox_3: 0.2246 loss_giou_3: 0.3722 loss_ce_4: 0.3342 loss_bbox_4: 0.2208 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:22] d2.utils.events INFO: eta: 1 day, 3:33:20 iter: 96499 total_loss: 6.534 loss_ce: 0.3359 loss_bbox: 0.2037 loss_giou: 0.3301 loss_ce_0: 0.5405 loss_bbox_0: 0.3622 loss_giou_0: 0.5374 loss_ce_1: 0.4513 loss_bbox_1: 0.2478 loss_giou_1: 0.3878 loss_ce_2: 0.3772 loss_bbox_2: 0.2196 loss_giou_2: 0.3452 loss_ce_3: 0.354 loss_bbox_3: 0.211 loss_giou_3: 0.3393 loss_ce_4: 0.3449 loss_bbox_4: 0.2075 loss_giou_4: 0.3294 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:28] d2.utils.events INFO: eta: 1 day, 3:33:09 iter: 96519 total_loss: 6.342 loss_ce: 0.3655 loss_bbox: 0.1896 loss_giou: 0.3659 loss_ce_0: 0.5442 loss_bbox_0: 0.3201 loss_giou_0: 0.5722 loss_ce_1: 0.4402 loss_bbox_1: 0.2277 loss_giou_1: 0.4173 loss_ce_2: 0.3845 loss_bbox_2: 0.205 loss_giou_2: 0.3792 loss_ce_3: 0.3626 loss_bbox_3: 0.2005 loss_giou_3: 0.369 loss_ce_4: 0.3597 loss_bbox_4: 0.1928 loss_giou_4: 0.3685 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:34] d2.utils.events INFO: eta: 1 day, 3:32:16 iter: 96539 total_loss: 6.249 loss_ce: 0.3565 loss_bbox: 0.1984 loss_giou: 0.3544 loss_ce_0: 0.5227 loss_bbox_0: 0.3275 loss_giou_0: 0.5276 loss_ce_1: 0.4406 loss_bbox_1: 0.2294 loss_giou_1: 0.4021 loss_ce_2: 0.396 loss_bbox_2: 0.218 loss_giou_2: 0.3734 loss_ce_3: 0.3588 loss_bbox_3: 0.207 loss_giou_3: 0.3625 loss_ce_4: 0.3545 loss_bbox_4: 0.2005 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:39] d2.utils.events INFO: eta: 1 day, 3:32:05 iter: 96559 total_loss: 6.074 loss_ce: 0.3411 loss_bbox: 0.1988 loss_giou: 0.3644 loss_ce_0: 0.5371 loss_bbox_0: 0.3391 loss_giou_0: 0.5565 loss_ce_1: 0.4355 loss_bbox_1: 0.2321 loss_giou_1: 0.4155 loss_ce_2: 0.368 loss_bbox_2: 0.2105 loss_giou_2: 0.3789 loss_ce_3: 0.3421 loss_bbox_3: 0.2029 loss_giou_3: 0.3778 loss_ce_4: 0.3394 loss_bbox_4: 0.1983 loss_giou_4: 0.371 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:45] d2.utils.events INFO: eta: 1 day, 3:32:05 iter: 96579 total_loss: 6.611 loss_ce: 0.3467 loss_bbox: 0.2174 loss_giou: 0.3912 loss_ce_0: 0.5565 loss_bbox_0: 0.3576 loss_giou_0: 0.5738 loss_ce_1: 0.4501 loss_bbox_1: 0.2496 loss_giou_1: 0.4445 loss_ce_2: 0.3829 loss_bbox_2: 0.2315 loss_giou_2: 0.4025 loss_ce_3: 0.3543 loss_bbox_3: 0.2213 loss_giou_3: 0.3925 loss_ce_4: 0.3495 loss_bbox_4: 0.2189 loss_giou_4: 0.3918 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:51] d2.utils.events INFO: eta: 1 day, 3:31:36 iter: 96599 total_loss: 6.375 loss_ce: 0.3303 loss_bbox: 0.2001 loss_giou: 0.3658 loss_ce_0: 0.539 loss_bbox_0: 0.3424 loss_giou_0: 0.562 loss_ce_1: 0.4332 loss_bbox_1: 0.237 loss_giou_1: 0.4211 loss_ce_2: 0.3687 loss_bbox_2: 0.213 loss_giou_2: 0.3872 loss_ce_3: 0.3408 loss_bbox_3: 0.2128 loss_giou_3: 0.3763 loss_ce_4: 0.3382 loss_bbox_4: 0.2035 loss_giou_4: 0.3729 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 21:04:56] d2.utils.events INFO: eta: 1 day, 3:31:04 iter: 96619 total_loss: 6.333 loss_ce: 0.3654 loss_bbox: 0.2081 loss_giou: 0.3645 loss_ce_0: 0.5378 loss_bbox_0: 0.3563 loss_giou_0: 0.5596 loss_ce_1: 0.4385 loss_bbox_1: 0.2514 loss_giou_1: 0.4099 loss_ce_2: 0.3778 loss_bbox_2: 0.22 loss_giou_2: 0.3884 loss_ce_3: 0.3678 loss_bbox_3: 0.2157 loss_giou_3: 0.3755 loss_ce_4: 0.3661 loss_bbox_4: 0.2112 loss_giou_4: 0.3716 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:02] d2.utils.events INFO: eta: 1 day, 3:30:41 iter: 96639 total_loss: 6.259 loss_ce: 0.3389 loss_bbox: 0.2074 loss_giou: 0.3435 loss_ce_0: 0.5249 loss_bbox_0: 0.3392 loss_giou_0: 0.5208 loss_ce_1: 0.4382 loss_bbox_1: 0.2443 loss_giou_1: 0.3853 loss_ce_2: 0.3681 loss_bbox_2: 0.2196 loss_giou_2: 0.3609 loss_ce_3: 0.3397 loss_bbox_3: 0.2187 loss_giou_3: 0.3528 loss_ce_4: 0.3424 loss_bbox_4: 0.2142 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:08] d2.utils.events INFO: eta: 1 day, 3:31:31 iter: 96659 total_loss: 6.226 loss_ce: 0.358 loss_bbox: 0.1984 loss_giou: 0.3604 loss_ce_0: 0.5392 loss_bbox_0: 0.3408 loss_giou_0: 0.5473 loss_ce_1: 0.4503 loss_bbox_1: 0.239 loss_giou_1: 0.4143 loss_ce_2: 0.3815 loss_bbox_2: 0.2171 loss_giou_2: 0.379 loss_ce_3: 0.3642 loss_bbox_3: 0.2058 loss_giou_3: 0.3636 loss_ce_4: 0.36 loss_bbox_4: 0.2032 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:14] d2.utils.events INFO: eta: 1 day, 3:31:00 iter: 96679 total_loss: 6.367 loss_ce: 0.3515 loss_bbox: 0.2169 loss_giou: 0.3758 loss_ce_0: 0.5226 loss_bbox_0: 0.3579 loss_giou_0: 0.5624 loss_ce_1: 0.4434 loss_bbox_1: 0.2491 loss_giou_1: 0.4255 loss_ce_2: 0.3823 loss_bbox_2: 0.2294 loss_giou_2: 0.3987 loss_ce_3: 0.3594 loss_bbox_3: 0.2218 loss_giou_3: 0.3836 loss_ce_4: 0.3487 loss_bbox_4: 0.219 loss_giou_4: 0.3772 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:19] d2.utils.events INFO: eta: 1 day, 3:31:29 iter: 96699 total_loss: 6.409 loss_ce: 0.3689 loss_bbox: 0.1966 loss_giou: 0.3674 loss_ce_0: 0.5476 loss_bbox_0: 0.3426 loss_giou_0: 0.5867 loss_ce_1: 0.4624 loss_bbox_1: 0.2336 loss_giou_1: 0.413 loss_ce_2: 0.404 loss_bbox_2: 0.2129 loss_giou_2: 0.3868 loss_ce_3: 0.3737 loss_bbox_3: 0.2049 loss_giou_3: 0.3768 loss_ce_4: 0.3605 loss_bbox_4: 0.1982 loss_giou_4: 0.3669 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:25] d2.utils.events INFO: eta: 1 day, 3:31:26 iter: 96719 total_loss: 6.098 loss_ce: 0.336 loss_bbox: 0.1984 loss_giou: 0.3456 loss_ce_0: 0.5217 loss_bbox_0: 0.3327 loss_giou_0: 0.5553 loss_ce_1: 0.414 loss_bbox_1: 0.2363 loss_giou_1: 0.3971 loss_ce_2: 0.3671 loss_bbox_2: 0.2154 loss_giou_2: 0.3589 loss_ce_3: 0.3477 loss_bbox_3: 0.2068 loss_giou_3: 0.3546 loss_ce_4: 0.3343 loss_bbox_4: 0.2022 loss_giou_4: 0.3465 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:31] d2.utils.events INFO: eta: 1 day, 3:31:54 iter: 96739 total_loss: 5.942 loss_ce: 0.3285 loss_bbox: 0.2026 loss_giou: 0.3537 loss_ce_0: 0.5228 loss_bbox_0: 0.3297 loss_giou_0: 0.5313 loss_ce_1: 0.4255 loss_bbox_1: 0.2339 loss_giou_1: 0.3935 loss_ce_2: 0.3549 loss_bbox_2: 0.2158 loss_giou_2: 0.3704 loss_ce_3: 0.3345 loss_bbox_3: 0.2139 loss_giou_3: 0.3584 loss_ce_4: 0.3239 loss_bbox_4: 0.2053 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:36] d2.utils.events INFO: eta: 1 day, 3:32:19 iter: 96759 total_loss: 6.039 loss_ce: 0.3532 loss_bbox: 0.1948 loss_giou: 0.3403 loss_ce_0: 0.5299 loss_bbox_0: 0.332 loss_giou_0: 0.5409 loss_ce_1: 0.4384 loss_bbox_1: 0.2316 loss_giou_1: 0.3953 loss_ce_2: 0.38 loss_bbox_2: 0.2109 loss_giou_2: 0.3595 loss_ce_3: 0.3496 loss_bbox_3: 0.2022 loss_giou_3: 0.3476 loss_ce_4: 0.3442 loss_bbox_4: 0.1931 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:42] d2.utils.events INFO: eta: 1 day, 3:31:56 iter: 96779 total_loss: 6.122 loss_ce: 0.3384 loss_bbox: 0.1946 loss_giou: 0.3606 loss_ce_0: 0.5233 loss_bbox_0: 0.3371 loss_giou_0: 0.579 loss_ce_1: 0.4351 loss_bbox_1: 0.2326 loss_giou_1: 0.4192 loss_ce_2: 0.3736 loss_bbox_2: 0.2148 loss_giou_2: 0.381 loss_ce_3: 0.3509 loss_bbox_3: 0.2015 loss_giou_3: 0.3734 loss_ce_4: 0.3427 loss_bbox_4: 0.1963 loss_giou_4: 0.3639 time: 0.2802 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:48] d2.utils.events INFO: eta: 1 day, 3:32:46 iter: 96799 total_loss: 6.533 loss_ce: 0.3491 loss_bbox: 0.2137 loss_giou: 0.3701 loss_ce_0: 0.533 loss_bbox_0: 0.3634 loss_giou_0: 0.5574 loss_ce_1: 0.434 loss_bbox_1: 0.2591 loss_giou_1: 0.423 loss_ce_2: 0.3836 loss_bbox_2: 0.2299 loss_giou_2: 0.3953 loss_ce_3: 0.3568 loss_bbox_3: 0.218 loss_giou_3: 0.3764 loss_ce_4: 0.3509 loss_bbox_4: 0.2149 loss_giou_4: 0.3713 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:53] d2.utils.events INFO: eta: 1 day, 3:32:03 iter: 96819 total_loss: 6.547 loss_ce: 0.3608 loss_bbox: 0.2219 loss_giou: 0.3771 loss_ce_0: 0.535 loss_bbox_0: 0.3622 loss_giou_0: 0.5616 loss_ce_1: 0.4453 loss_bbox_1: 0.2524 loss_giou_1: 0.4332 loss_ce_2: 0.3892 loss_bbox_2: 0.2359 loss_giou_2: 0.4021 loss_ce_3: 0.3671 loss_bbox_3: 0.2277 loss_giou_3: 0.3902 loss_ce_4: 0.3546 loss_bbox_4: 0.2229 loss_giou_4: 0.3831 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 21:05:59] d2.utils.events INFO: eta: 1 day, 3:32:47 iter: 96839 total_loss: 6.183 loss_ce: 0.3707 loss_bbox: 0.1981 loss_giou: 0.349 loss_ce_0: 0.5419 loss_bbox_0: 0.3558 loss_giou_0: 0.5232 loss_ce_1: 0.457 loss_bbox_1: 0.2352 loss_giou_1: 0.3945 loss_ce_2: 0.3951 loss_bbox_2: 0.2114 loss_giou_2: 0.3529 loss_ce_3: 0.3774 loss_bbox_3: 0.2015 loss_giou_3: 0.3463 loss_ce_4: 0.3633 loss_bbox_4: 0.1961 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:05] d2.utils.events INFO: eta: 1 day, 3:32:46 iter: 96859 total_loss: 6.394 loss_ce: 0.3542 loss_bbox: 0.2017 loss_giou: 0.391 loss_ce_0: 0.5394 loss_bbox_0: 0.3444 loss_giou_0: 0.6032 loss_ce_1: 0.4424 loss_bbox_1: 0.2422 loss_giou_1: 0.4449 loss_ce_2: 0.378 loss_bbox_2: 0.2166 loss_giou_2: 0.414 loss_ce_3: 0.3623 loss_bbox_3: 0.2077 loss_giou_3: 0.3988 loss_ce_4: 0.3491 loss_bbox_4: 0.201 loss_giou_4: 0.3908 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:11] d2.utils.events INFO: eta: 1 day, 3:33:15 iter: 96879 total_loss: 6.457 loss_ce: 0.369 loss_bbox: 0.2066 loss_giou: 0.3587 loss_ce_0: 0.5688 loss_bbox_0: 0.3405 loss_giou_0: 0.5562 loss_ce_1: 0.4522 loss_bbox_1: 0.2294 loss_giou_1: 0.4099 loss_ce_2: 0.4059 loss_bbox_2: 0.2213 loss_giou_2: 0.385 loss_ce_3: 0.3761 loss_bbox_3: 0.2097 loss_giou_3: 0.375 loss_ce_4: 0.3725 loss_bbox_4: 0.2096 loss_giou_4: 0.3675 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:16] d2.utils.events INFO: eta: 1 day, 3:33:56 iter: 96899 total_loss: 5.981 loss_ce: 0.3127 loss_bbox: 0.2012 loss_giou: 0.3498 loss_ce_0: 0.5127 loss_bbox_0: 0.335 loss_giou_0: 0.5505 loss_ce_1: 0.4098 loss_bbox_1: 0.236 loss_giou_1: 0.4001 loss_ce_2: 0.3441 loss_bbox_2: 0.2122 loss_giou_2: 0.3698 loss_ce_3: 0.3258 loss_bbox_3: 0.2059 loss_giou_3: 0.3573 loss_ce_4: 0.3104 loss_bbox_4: 0.2 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:22] d2.utils.events INFO: eta: 1 day, 3:33:54 iter: 96919 total_loss: 5.87 loss_ce: 0.3172 loss_bbox: 0.1946 loss_giou: 0.3569 loss_ce_0: 0.5196 loss_bbox_0: 0.3314 loss_giou_0: 0.5334 loss_ce_1: 0.407 loss_bbox_1: 0.2332 loss_giou_1: 0.4054 loss_ce_2: 0.3435 loss_bbox_2: 0.2042 loss_giou_2: 0.3752 loss_ce_3: 0.3266 loss_bbox_3: 0.1978 loss_giou_3: 0.3595 loss_ce_4: 0.3141 loss_bbox_4: 0.1974 loss_giou_4: 0.3578 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:28] d2.utils.events INFO: eta: 1 day, 3:34:22 iter: 96939 total_loss: 6.358 loss_ce: 0.3532 loss_bbox: 0.198 loss_giou: 0.3574 loss_ce_0: 0.5572 loss_bbox_0: 0.3567 loss_giou_0: 0.5759 loss_ce_1: 0.4449 loss_bbox_1: 0.2456 loss_giou_1: 0.422 loss_ce_2: 0.3756 loss_bbox_2: 0.2162 loss_giou_2: 0.3752 loss_ce_3: 0.3605 loss_bbox_3: 0.2062 loss_giou_3: 0.3684 loss_ce_4: 0.3626 loss_bbox_4: 0.2005 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:33] d2.utils.events INFO: eta: 1 day, 3:34:05 iter: 96959 total_loss: 6.127 loss_ce: 0.3378 loss_bbox: 0.1956 loss_giou: 0.3532 loss_ce_0: 0.5258 loss_bbox_0: 0.3471 loss_giou_0: 0.5393 loss_ce_1: 0.4277 loss_bbox_1: 0.2295 loss_giou_1: 0.4002 loss_ce_2: 0.3646 loss_bbox_2: 0.203 loss_giou_2: 0.3695 loss_ce_3: 0.3439 loss_bbox_3: 0.1966 loss_giou_3: 0.3597 loss_ce_4: 0.3381 loss_bbox_4: 0.1933 loss_giou_4: 0.356 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:39] d2.utils.events INFO: eta: 1 day, 3:34:00 iter: 96979 total_loss: 6.095 loss_ce: 0.3239 loss_bbox: 0.1896 loss_giou: 0.3484 loss_ce_0: 0.5268 loss_bbox_0: 0.3605 loss_giou_0: 0.5511 loss_ce_1: 0.4229 loss_bbox_1: 0.2381 loss_giou_1: 0.4003 loss_ce_2: 0.3673 loss_bbox_2: 0.2076 loss_giou_2: 0.3655 loss_ce_3: 0.3342 loss_bbox_3: 0.2013 loss_giou_3: 0.358 loss_ce_4: 0.3231 loss_bbox_4: 0.1951 loss_giou_4: 0.3509 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:45] d2.utils.events INFO: eta: 1 day, 3:33:37 iter: 96999 total_loss: 6.564 loss_ce: 0.355 loss_bbox: 0.1999 loss_giou: 0.368 loss_ce_0: 0.5456 loss_bbox_0: 0.3416 loss_giou_0: 0.5647 loss_ce_1: 0.4674 loss_bbox_1: 0.2461 loss_giou_1: 0.4228 loss_ce_2: 0.3972 loss_bbox_2: 0.214 loss_giou_2: 0.3875 loss_ce_3: 0.3716 loss_bbox_3: 0.2099 loss_giou_3: 0.3829 loss_ce_4: 0.3656 loss_bbox_4: 0.2054 loss_giou_4: 0.3722 time: 0.2802 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:50] d2.utils.events INFO: eta: 1 day, 3:33:39 iter: 97019 total_loss: 6.226 loss_ce: 0.3391 loss_bbox: 0.2047 loss_giou: 0.3506 loss_ce_0: 0.5246 loss_bbox_0: 0.3358 loss_giou_0: 0.537 loss_ce_1: 0.4306 loss_bbox_1: 0.2373 loss_giou_1: 0.3958 loss_ce_2: 0.3695 loss_bbox_2: 0.2115 loss_giou_2: 0.37 loss_ce_3: 0.3482 loss_bbox_3: 0.2084 loss_giou_3: 0.3561 loss_ce_4: 0.3442 loss_bbox_4: 0.2027 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 21:06:56] d2.utils.events INFO: eta: 1 day, 3:33:21 iter: 97039 total_loss: 6.473 loss_ce: 0.3507 loss_bbox: 0.2073 loss_giou: 0.3425 loss_ce_0: 0.5396 loss_bbox_0: 0.3514 loss_giou_0: 0.5356 loss_ce_1: 0.4372 loss_bbox_1: 0.2533 loss_giou_1: 0.3937 loss_ce_2: 0.3787 loss_bbox_2: 0.2227 loss_giou_2: 0.3548 loss_ce_3: 0.3584 loss_bbox_3: 0.2125 loss_giou_3: 0.3497 loss_ce_4: 0.3595 loss_bbox_4: 0.2134 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:02] d2.utils.events INFO: eta: 1 day, 3:33:28 iter: 97059 total_loss: 6.294 loss_ce: 0.333 loss_bbox: 0.21 loss_giou: 0.3764 loss_ce_0: 0.5357 loss_bbox_0: 0.3404 loss_giou_0: 0.5429 loss_ce_1: 0.4331 loss_bbox_1: 0.2345 loss_giou_1: 0.4241 loss_ce_2: 0.3714 loss_bbox_2: 0.2193 loss_giou_2: 0.3907 loss_ce_3: 0.3462 loss_bbox_3: 0.2092 loss_giou_3: 0.3791 loss_ce_4: 0.3311 loss_bbox_4: 0.2126 loss_giou_4: 0.3768 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:08] d2.utils.events INFO: eta: 1 day, 3:33:39 iter: 97079 total_loss: 6.419 loss_ce: 0.3493 loss_bbox: 0.202 loss_giou: 0.375 loss_ce_0: 0.5361 loss_bbox_0: 0.3526 loss_giou_0: 0.5761 loss_ce_1: 0.434 loss_bbox_1: 0.245 loss_giou_1: 0.4321 loss_ce_2: 0.3671 loss_bbox_2: 0.2149 loss_giou_2: 0.3969 loss_ce_3: 0.3482 loss_bbox_3: 0.2139 loss_giou_3: 0.385 loss_ce_4: 0.3472 loss_bbox_4: 0.2057 loss_giou_4: 0.3781 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:13] d2.utils.events INFO: eta: 1 day, 3:33:26 iter: 97099 total_loss: 6.424 loss_ce: 0.3533 loss_bbox: 0.2174 loss_giou: 0.3781 loss_ce_0: 0.5472 loss_bbox_0: 0.3585 loss_giou_0: 0.5656 loss_ce_1: 0.4462 loss_bbox_1: 0.253 loss_giou_1: 0.4321 loss_ce_2: 0.3811 loss_bbox_2: 0.2268 loss_giou_2: 0.397 loss_ce_3: 0.358 loss_bbox_3: 0.2205 loss_giou_3: 0.389 loss_ce_4: 0.3534 loss_bbox_4: 0.2148 loss_giou_4: 0.3769 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:19] d2.utils.events INFO: eta: 1 day, 3:33:28 iter: 97119 total_loss: 6.185 loss_ce: 0.3465 loss_bbox: 0.2165 loss_giou: 0.3609 loss_ce_0: 0.517 loss_bbox_0: 0.3493 loss_giou_0: 0.5559 loss_ce_1: 0.4246 loss_bbox_1: 0.2501 loss_giou_1: 0.4102 loss_ce_2: 0.3685 loss_bbox_2: 0.2304 loss_giou_2: 0.373 loss_ce_3: 0.3509 loss_bbox_3: 0.225 loss_giou_3: 0.3672 loss_ce_4: 0.3402 loss_bbox_4: 0.2202 loss_giou_4: 0.3647 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:25] d2.utils.events INFO: eta: 1 day, 3:33:28 iter: 97139 total_loss: 6.097 loss_ce: 0.364 loss_bbox: 0.2009 loss_giou: 0.3534 loss_ce_0: 0.5444 loss_bbox_0: 0.3551 loss_giou_0: 0.5558 loss_ce_1: 0.4524 loss_bbox_1: 0.2373 loss_giou_1: 0.4054 loss_ce_2: 0.39 loss_bbox_2: 0.2154 loss_giou_2: 0.3671 loss_ce_3: 0.373 loss_bbox_3: 0.2072 loss_giou_3: 0.3589 loss_ce_4: 0.3647 loss_bbox_4: 0.2031 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:30] d2.utils.events INFO: eta: 1 day, 3:33:34 iter: 97159 total_loss: 6.431 loss_ce: 0.3596 loss_bbox: 0.208 loss_giou: 0.3758 loss_ce_0: 0.5509 loss_bbox_0: 0.3436 loss_giou_0: 0.5776 loss_ce_1: 0.4519 loss_bbox_1: 0.2246 loss_giou_1: 0.4274 loss_ce_2: 0.3971 loss_bbox_2: 0.2061 loss_giou_2: 0.3938 loss_ce_3: 0.3701 loss_bbox_3: 0.2029 loss_giou_3: 0.3866 loss_ce_4: 0.3612 loss_bbox_4: 0.2051 loss_giou_4: 0.3799 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:36] d2.utils.events INFO: eta: 1 day, 3:33:08 iter: 97179 total_loss: 6.167 loss_ce: 0.3357 loss_bbox: 0.2013 loss_giou: 0.3471 loss_ce_0: 0.5274 loss_bbox_0: 0.3405 loss_giou_0: 0.5702 loss_ce_1: 0.4305 loss_bbox_1: 0.2358 loss_giou_1: 0.3999 loss_ce_2: 0.3714 loss_bbox_2: 0.2058 loss_giou_2: 0.3681 loss_ce_3: 0.3423 loss_bbox_3: 0.2025 loss_giou_3: 0.3558 loss_ce_4: 0.3363 loss_bbox_4: 0.2016 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:42] d2.utils.events INFO: eta: 1 day, 3:33:05 iter: 97199 total_loss: 6.043 loss_ce: 0.3469 loss_bbox: 0.1959 loss_giou: 0.352 loss_ce_0: 0.5187 loss_bbox_0: 0.3365 loss_giou_0: 0.54 loss_ce_1: 0.4369 loss_bbox_1: 0.2443 loss_giou_1: 0.3969 loss_ce_2: 0.3779 loss_bbox_2: 0.2101 loss_giou_2: 0.3701 loss_ce_3: 0.3506 loss_bbox_3: 0.2076 loss_giou_3: 0.3624 loss_ce_4: 0.3447 loss_bbox_4: 0.1991 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:47] d2.utils.events INFO: eta: 1 day, 3:33:02 iter: 97219 total_loss: 6.27 loss_ce: 0.3444 loss_bbox: 0.2172 loss_giou: 0.3475 loss_ce_0: 0.5405 loss_bbox_0: 0.3461 loss_giou_0: 0.5452 loss_ce_1: 0.4331 loss_bbox_1: 0.2475 loss_giou_1: 0.4063 loss_ce_2: 0.3758 loss_bbox_2: 0.2329 loss_giou_2: 0.3665 loss_ce_3: 0.35 loss_bbox_3: 0.2204 loss_giou_3: 0.3573 loss_ce_4: 0.3443 loss_bbox_4: 0.2259 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:53] d2.utils.events INFO: eta: 1 day, 3:32:54 iter: 97239 total_loss: 6.433 loss_ce: 0.3596 loss_bbox: 0.203 loss_giou: 0.3535 loss_ce_0: 0.548 loss_bbox_0: 0.3675 loss_giou_0: 0.5547 loss_ce_1: 0.4492 loss_bbox_1: 0.263 loss_giou_1: 0.4025 loss_ce_2: 0.3772 loss_bbox_2: 0.2204 loss_giou_2: 0.3682 loss_ce_3: 0.3761 loss_bbox_3: 0.2103 loss_giou_3: 0.3562 loss_ce_4: 0.3629 loss_bbox_4: 0.2028 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:07:59] d2.utils.events INFO: eta: 1 day, 3:33:06 iter: 97259 total_loss: 6.352 loss_ce: 0.3524 loss_bbox: 0.2105 loss_giou: 0.3566 loss_ce_0: 0.5331 loss_bbox_0: 0.3557 loss_giou_0: 0.544 loss_ce_1: 0.4458 loss_bbox_1: 0.2503 loss_giou_1: 0.4065 loss_ce_2: 0.3745 loss_bbox_2: 0.2225 loss_giou_2: 0.3695 loss_ce_3: 0.352 loss_bbox_3: 0.222 loss_giou_3: 0.3643 loss_ce_4: 0.3479 loss_bbox_4: 0.2143 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:04] d2.utils.events INFO: eta: 1 day, 3:33:01 iter: 97279 total_loss: 6.121 loss_ce: 0.3482 loss_bbox: 0.2046 loss_giou: 0.3464 loss_ce_0: 0.5138 loss_bbox_0: 0.3428 loss_giou_0: 0.5359 loss_ce_1: 0.4342 loss_bbox_1: 0.2441 loss_giou_1: 0.3954 loss_ce_2: 0.3797 loss_bbox_2: 0.2193 loss_giou_2: 0.3658 loss_ce_3: 0.3632 loss_bbox_3: 0.2143 loss_giou_3: 0.3569 loss_ce_4: 0.3539 loss_bbox_4: 0.2066 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:10] d2.utils.events INFO: eta: 1 day, 3:33:34 iter: 97299 total_loss: 6.14 loss_ce: 0.336 loss_bbox: 0.2003 loss_giou: 0.3427 loss_ce_0: 0.5156 loss_bbox_0: 0.3469 loss_giou_0: 0.534 loss_ce_1: 0.4163 loss_bbox_1: 0.237 loss_giou_1: 0.3946 loss_ce_2: 0.3615 loss_bbox_2: 0.2103 loss_giou_2: 0.36 loss_ce_3: 0.3412 loss_bbox_3: 0.2027 loss_giou_3: 0.3478 loss_ce_4: 0.3365 loss_bbox_4: 0.2022 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:16] d2.utils.events INFO: eta: 1 day, 3:33:43 iter: 97319 total_loss: 5.84 loss_ce: 0.3238 loss_bbox: 0.1876 loss_giou: 0.3257 loss_ce_0: 0.5121 loss_bbox_0: 0.34 loss_giou_0: 0.5389 loss_ce_1: 0.4197 loss_bbox_1: 0.2276 loss_giou_1: 0.3783 loss_ce_2: 0.3592 loss_bbox_2: 0.2012 loss_giou_2: 0.3415 loss_ce_3: 0.3347 loss_bbox_3: 0.1906 loss_giou_3: 0.3339 loss_ce_4: 0.3247 loss_bbox_4: 0.1869 loss_giou_4: 0.3304 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:22] d2.utils.events INFO: eta: 1 day, 3:33:34 iter: 97339 total_loss: 6.486 loss_ce: 0.3724 loss_bbox: 0.21 loss_giou: 0.3808 loss_ce_0: 0.5446 loss_bbox_0: 0.3488 loss_giou_0: 0.58 loss_ce_1: 0.4472 loss_bbox_1: 0.2389 loss_giou_1: 0.4216 loss_ce_2: 0.3949 loss_bbox_2: 0.2147 loss_giou_2: 0.3924 loss_ce_3: 0.3809 loss_bbox_3: 0.211 loss_giou_3: 0.387 loss_ce_4: 0.3728 loss_bbox_4: 0.2039 loss_giou_4: 0.379 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:27] d2.utils.events INFO: eta: 1 day, 3:33:39 iter: 97359 total_loss: 6.231 loss_ce: 0.3441 loss_bbox: 0.1954 loss_giou: 0.3611 loss_ce_0: 0.5139 loss_bbox_0: 0.3399 loss_giou_0: 0.5891 loss_ce_1: 0.4189 loss_bbox_1: 0.2324 loss_giou_1: 0.4237 loss_ce_2: 0.3694 loss_bbox_2: 0.2071 loss_giou_2: 0.3821 loss_ce_3: 0.3604 loss_bbox_3: 0.2003 loss_giou_3: 0.3689 loss_ce_4: 0.3442 loss_bbox_4: 0.1972 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:33] d2.utils.events INFO: eta: 1 day, 3:33:31 iter: 97379 total_loss: 5.99 loss_ce: 0.3372 loss_bbox: 0.2016 loss_giou: 0.3403 loss_ce_0: 0.5062 loss_bbox_0: 0.3408 loss_giou_0: 0.5151 loss_ce_1: 0.4282 loss_bbox_1: 0.2366 loss_giou_1: 0.3841 loss_ce_2: 0.3611 loss_bbox_2: 0.2131 loss_giou_2: 0.3487 loss_ce_3: 0.3435 loss_bbox_3: 0.2065 loss_giou_3: 0.3447 loss_ce_4: 0.3328 loss_bbox_4: 0.2049 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:39] d2.utils.events INFO: eta: 1 day, 3:33:41 iter: 97399 total_loss: 6.612 loss_ce: 0.3573 loss_bbox: 0.2138 loss_giou: 0.378 loss_ce_0: 0.542 loss_bbox_0: 0.3413 loss_giou_0: 0.5649 loss_ce_1: 0.4415 loss_bbox_1: 0.2437 loss_giou_1: 0.4296 loss_ce_2: 0.3832 loss_bbox_2: 0.2237 loss_giou_2: 0.3916 loss_ce_3: 0.3612 loss_bbox_3: 0.2145 loss_giou_3: 0.3831 loss_ce_4: 0.3519 loss_bbox_4: 0.2136 loss_giou_4: 0.3778 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:45] d2.utils.events INFO: eta: 1 day, 3:33:24 iter: 97419 total_loss: 6.469 loss_ce: 0.3561 loss_bbox: 0.2223 loss_giou: 0.3638 loss_ce_0: 0.5656 loss_bbox_0: 0.3645 loss_giou_0: 0.5423 loss_ce_1: 0.4605 loss_bbox_1: 0.2535 loss_giou_1: 0.412 loss_ce_2: 0.3933 loss_bbox_2: 0.2417 loss_giou_2: 0.3826 loss_ce_3: 0.3673 loss_bbox_3: 0.2239 loss_giou_3: 0.3728 loss_ce_4: 0.3683 loss_bbox_4: 0.2253 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:50] d2.utils.events INFO: eta: 1 day, 3:33:32 iter: 97439 total_loss: 6.167 loss_ce: 0.3419 loss_bbox: 0.205 loss_giou: 0.3334 loss_ce_0: 0.5311 loss_bbox_0: 0.3491 loss_giou_0: 0.5535 loss_ce_1: 0.4387 loss_bbox_1: 0.2403 loss_giou_1: 0.3892 loss_ce_2: 0.3827 loss_bbox_2: 0.2158 loss_giou_2: 0.3535 loss_ce_3: 0.348 loss_bbox_3: 0.2077 loss_giou_3: 0.3405 loss_ce_4: 0.3365 loss_bbox_4: 0.2067 loss_giou_4: 0.3391 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 21:08:56] d2.utils.events INFO: eta: 1 day, 3:33:48 iter: 97459 total_loss: 6.437 loss_ce: 0.3395 loss_bbox: 0.2064 loss_giou: 0.3874 loss_ce_0: 0.5485 loss_bbox_0: 0.3412 loss_giou_0: 0.5705 loss_ce_1: 0.4409 loss_bbox_1: 0.2308 loss_giou_1: 0.4444 loss_ce_2: 0.3743 loss_bbox_2: 0.2135 loss_giou_2: 0.4002 loss_ce_3: 0.3416 loss_bbox_3: 0.2082 loss_giou_3: 0.3956 loss_ce_4: 0.3378 loss_bbox_4: 0.2081 loss_giou_4: 0.3897 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:02] d2.utils.events INFO: eta: 1 day, 3:33:28 iter: 97479 total_loss: 6.563 loss_ce: 0.3549 loss_bbox: 0.213 loss_giou: 0.3976 loss_ce_0: 0.5348 loss_bbox_0: 0.3558 loss_giou_0: 0.5727 loss_ce_1: 0.4352 loss_bbox_1: 0.2561 loss_giou_1: 0.4344 loss_ce_2: 0.3853 loss_bbox_2: 0.2359 loss_giou_2: 0.404 loss_ce_3: 0.3581 loss_bbox_3: 0.2181 loss_giou_3: 0.3988 loss_ce_4: 0.3514 loss_bbox_4: 0.2115 loss_giou_4: 0.3961 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:07] d2.utils.events INFO: eta: 1 day, 3:33:19 iter: 97499 total_loss: 6.286 loss_ce: 0.3454 loss_bbox: 0.208 loss_giou: 0.3632 loss_ce_0: 0.5533 loss_bbox_0: 0.3566 loss_giou_0: 0.5501 loss_ce_1: 0.4405 loss_bbox_1: 0.2385 loss_giou_1: 0.41 loss_ce_2: 0.3889 loss_bbox_2: 0.2211 loss_giou_2: 0.3831 loss_ce_3: 0.3655 loss_bbox_3: 0.2089 loss_giou_3: 0.3728 loss_ce_4: 0.3524 loss_bbox_4: 0.2037 loss_giou_4: 0.3666 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:13] d2.utils.events INFO: eta: 1 day, 3:33:09 iter: 97519 total_loss: 6.363 loss_ce: 0.3518 loss_bbox: 0.2166 loss_giou: 0.3673 loss_ce_0: 0.539 loss_bbox_0: 0.3688 loss_giou_0: 0.5758 loss_ce_1: 0.4434 loss_bbox_1: 0.2548 loss_giou_1: 0.4379 loss_ce_2: 0.3816 loss_bbox_2: 0.2274 loss_giou_2: 0.3896 loss_ce_3: 0.36 loss_bbox_3: 0.2229 loss_giou_3: 0.3756 loss_ce_4: 0.3541 loss_bbox_4: 0.2192 loss_giou_4: 0.3685 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:19] d2.utils.events INFO: eta: 1 day, 3:33:11 iter: 97539 total_loss: 6.138 loss_ce: 0.3358 loss_bbox: 0.2016 loss_giou: 0.3646 loss_ce_0: 0.5058 loss_bbox_0: 0.3323 loss_giou_0: 0.544 loss_ce_1: 0.4229 loss_bbox_1: 0.2445 loss_giou_1: 0.4167 loss_ce_2: 0.3628 loss_bbox_2: 0.2156 loss_giou_2: 0.3787 loss_ce_3: 0.3472 loss_bbox_3: 0.2043 loss_giou_3: 0.3705 loss_ce_4: 0.3409 loss_bbox_4: 0.2048 loss_giou_4: 0.3696 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:24] d2.utils.events INFO: eta: 1 day, 3:33:49 iter: 97559 total_loss: 6.353 loss_ce: 0.3334 loss_bbox: 0.2016 loss_giou: 0.3651 loss_ce_0: 0.5329 loss_bbox_0: 0.3587 loss_giou_0: 0.5501 loss_ce_1: 0.4223 loss_bbox_1: 0.25 loss_giou_1: 0.4225 loss_ce_2: 0.3739 loss_bbox_2: 0.2211 loss_giou_2: 0.388 loss_ce_3: 0.3374 loss_bbox_3: 0.211 loss_giou_3: 0.3763 loss_ce_4: 0.3282 loss_bbox_4: 0.2059 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:30] d2.utils.events INFO: eta: 1 day, 3:34:01 iter: 97579 total_loss: 6.427 loss_ce: 0.3648 loss_bbox: 0.2087 loss_giou: 0.3607 loss_ce_0: 0.5582 loss_bbox_0: 0.3397 loss_giou_0: 0.5728 loss_ce_1: 0.4585 loss_bbox_1: 0.2446 loss_giou_1: 0.4192 loss_ce_2: 0.4045 loss_bbox_2: 0.2202 loss_giou_2: 0.3882 loss_ce_3: 0.3761 loss_bbox_3: 0.2102 loss_giou_3: 0.3703 loss_ce_4: 0.3681 loss_bbox_4: 0.2086 loss_giou_4: 0.3676 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:36] d2.utils.events INFO: eta: 1 day, 3:33:46 iter: 97599 total_loss: 6.427 loss_ce: 0.3681 loss_bbox: 0.1955 loss_giou: 0.3658 loss_ce_0: 0.5508 loss_bbox_0: 0.3422 loss_giou_0: 0.5806 loss_ce_1: 0.4371 loss_bbox_1: 0.2333 loss_giou_1: 0.4314 loss_ce_2: 0.3882 loss_bbox_2: 0.2126 loss_giou_2: 0.3925 loss_ce_3: 0.3736 loss_bbox_3: 0.2051 loss_giou_3: 0.3731 loss_ce_4: 0.3642 loss_bbox_4: 0.1981 loss_giou_4: 0.3715 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:42] d2.utils.events INFO: eta: 1 day, 3:33:13 iter: 97619 total_loss: 6.306 loss_ce: 0.3483 loss_bbox: 0.2164 loss_giou: 0.3502 loss_ce_0: 0.557 loss_bbox_0: 0.3554 loss_giou_0: 0.518 loss_ce_1: 0.4448 loss_bbox_1: 0.2544 loss_giou_1: 0.4037 loss_ce_2: 0.3864 loss_bbox_2: 0.2403 loss_giou_2: 0.3664 loss_ce_3: 0.3586 loss_bbox_3: 0.2242 loss_giou_3: 0.3597 loss_ce_4: 0.3553 loss_bbox_4: 0.2231 loss_giou_4: 0.3517 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:47] d2.utils.events INFO: eta: 1 day, 3:32:47 iter: 97639 total_loss: 6.06 loss_ce: 0.3429 loss_bbox: 0.2068 loss_giou: 0.3481 loss_ce_0: 0.5229 loss_bbox_0: 0.3495 loss_giou_0: 0.5252 loss_ce_1: 0.4307 loss_bbox_1: 0.2386 loss_giou_1: 0.3915 loss_ce_2: 0.3752 loss_bbox_2: 0.2136 loss_giou_2: 0.358 loss_ce_3: 0.3554 loss_bbox_3: 0.2084 loss_giou_3: 0.3529 loss_ce_4: 0.3508 loss_bbox_4: 0.2077 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:53] d2.utils.events INFO: eta: 1 day, 3:32:28 iter: 97659 total_loss: 6.443 loss_ce: 0.351 loss_bbox: 0.2124 loss_giou: 0.3728 loss_ce_0: 0.534 loss_bbox_0: 0.3539 loss_giou_0: 0.5696 loss_ce_1: 0.4286 loss_bbox_1: 0.2494 loss_giou_1: 0.4301 loss_ce_2: 0.3763 loss_bbox_2: 0.226 loss_giou_2: 0.3985 loss_ce_3: 0.358 loss_bbox_3: 0.2175 loss_giou_3: 0.3862 loss_ce_4: 0.3445 loss_bbox_4: 0.2148 loss_giou_4: 0.3791 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 21:09:59] d2.utils.events INFO: eta: 1 day, 3:32:24 iter: 97679 total_loss: 6.256 loss_ce: 0.3362 loss_bbox: 0.22 loss_giou: 0.3608 loss_ce_0: 0.5272 loss_bbox_0: 0.3505 loss_giou_0: 0.5496 loss_ce_1: 0.4288 loss_bbox_1: 0.2425 loss_giou_1: 0.41 loss_ce_2: 0.3789 loss_bbox_2: 0.2332 loss_giou_2: 0.3778 loss_ce_3: 0.3502 loss_bbox_3: 0.2232 loss_giou_3: 0.3656 loss_ce_4: 0.3376 loss_bbox_4: 0.2214 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:04] d2.utils.events INFO: eta: 1 day, 3:32:16 iter: 97699 total_loss: 6.136 loss_ce: 0.3416 loss_bbox: 0.2073 loss_giou: 0.3527 loss_ce_0: 0.5109 loss_bbox_0: 0.3516 loss_giou_0: 0.5404 loss_ce_1: 0.4083 loss_bbox_1: 0.2511 loss_giou_1: 0.4031 loss_ce_2: 0.3709 loss_bbox_2: 0.2158 loss_giou_2: 0.371 loss_ce_3: 0.3461 loss_bbox_3: 0.2134 loss_giou_3: 0.3624 loss_ce_4: 0.3342 loss_bbox_4: 0.2093 loss_giou_4: 0.357 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:10] d2.utils.events INFO: eta: 1 day, 3:32:17 iter: 97719 total_loss: 6.197 loss_ce: 0.3444 loss_bbox: 0.2053 loss_giou: 0.34 loss_ce_0: 0.5641 loss_bbox_0: 0.3336 loss_giou_0: 0.5375 loss_ce_1: 0.452 loss_bbox_1: 0.2435 loss_giou_1: 0.3891 loss_ce_2: 0.3805 loss_bbox_2: 0.2193 loss_giou_2: 0.3561 loss_ce_3: 0.3676 loss_bbox_3: 0.2091 loss_giou_3: 0.3497 loss_ce_4: 0.3464 loss_bbox_4: 0.2093 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:16] d2.utils.events INFO: eta: 1 day, 3:32:07 iter: 97739 total_loss: 6.268 loss_ce: 0.3262 loss_bbox: 0.2029 loss_giou: 0.3448 loss_ce_0: 0.5382 loss_bbox_0: 0.3418 loss_giou_0: 0.5447 loss_ce_1: 0.4332 loss_bbox_1: 0.2319 loss_giou_1: 0.3985 loss_ce_2: 0.3682 loss_bbox_2: 0.2161 loss_giou_2: 0.3627 loss_ce_3: 0.3393 loss_bbox_3: 0.2064 loss_giou_3: 0.3492 loss_ce_4: 0.331 loss_bbox_4: 0.2035 loss_giou_4: 0.3484 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:21] d2.utils.events INFO: eta: 1 day, 3:31:55 iter: 97759 total_loss: 6.143 loss_ce: 0.3383 loss_bbox: 0.2166 loss_giou: 0.3477 loss_ce_0: 0.5204 loss_bbox_0: 0.3415 loss_giou_0: 0.5315 loss_ce_1: 0.4374 loss_bbox_1: 0.2441 loss_giou_1: 0.3972 loss_ce_2: 0.379 loss_bbox_2: 0.2248 loss_giou_2: 0.3629 loss_ce_3: 0.3409 loss_bbox_3: 0.2224 loss_giou_3: 0.3523 loss_ce_4: 0.3414 loss_bbox_4: 0.2189 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:27] d2.utils.events INFO: eta: 1 day, 3:32:28 iter: 97779 total_loss: 6.474 loss_ce: 0.364 loss_bbox: 0.2012 loss_giou: 0.3734 loss_ce_0: 0.5466 loss_bbox_0: 0.3479 loss_giou_0: 0.5708 loss_ce_1: 0.4321 loss_bbox_1: 0.2407 loss_giou_1: 0.4281 loss_ce_2: 0.3921 loss_bbox_2: 0.2145 loss_giou_2: 0.392 loss_ce_3: 0.3692 loss_bbox_3: 0.2057 loss_giou_3: 0.3744 loss_ce_4: 0.359 loss_bbox_4: 0.2043 loss_giou_4: 0.3721 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:33] d2.utils.events INFO: eta: 1 day, 3:31:59 iter: 97799 total_loss: 6.397 loss_ce: 0.3434 loss_bbox: 0.2079 loss_giou: 0.382 loss_ce_0: 0.5345 loss_bbox_0: 0.3284 loss_giou_0: 0.5755 loss_ce_1: 0.4381 loss_bbox_1: 0.2397 loss_giou_1: 0.4335 loss_ce_2: 0.3797 loss_bbox_2: 0.2187 loss_giou_2: 0.4018 loss_ce_3: 0.3579 loss_bbox_3: 0.2121 loss_giou_3: 0.3881 loss_ce_4: 0.3456 loss_bbox_4: 0.2033 loss_giou_4: 0.3831 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:38] d2.utils.events INFO: eta: 1 day, 3:32:27 iter: 97819 total_loss: 6.464 loss_ce: 0.3535 loss_bbox: 0.2231 loss_giou: 0.3789 loss_ce_0: 0.5676 loss_bbox_0: 0.364 loss_giou_0: 0.5785 loss_ce_1: 0.4558 loss_bbox_1: 0.2584 loss_giou_1: 0.436 loss_ce_2: 0.3953 loss_bbox_2: 0.2285 loss_giou_2: 0.3996 loss_ce_3: 0.375 loss_bbox_3: 0.2176 loss_giou_3: 0.3928 loss_ce_4: 0.3623 loss_bbox_4: 0.2195 loss_giou_4: 0.3816 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:44] d2.utils.events INFO: eta: 1 day, 3:31:34 iter: 97839 total_loss: 6.088 loss_ce: 0.3426 loss_bbox: 0.1957 loss_giou: 0.3522 loss_ce_0: 0.5406 loss_bbox_0: 0.3379 loss_giou_0: 0.5316 loss_ce_1: 0.4522 loss_bbox_1: 0.2265 loss_giou_1: 0.3992 loss_ce_2: 0.3957 loss_bbox_2: 0.2013 loss_giou_2: 0.3665 loss_ce_3: 0.3544 loss_bbox_3: 0.1999 loss_giou_3: 0.3619 loss_ce_4: 0.3446 loss_bbox_4: 0.1987 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:50] d2.utils.events INFO: eta: 1 day, 3:31:04 iter: 97859 total_loss: 6.329 loss_ce: 0.3599 loss_bbox: 0.2042 loss_giou: 0.3476 loss_ce_0: 0.5568 loss_bbox_0: 0.344 loss_giou_0: 0.5534 loss_ce_1: 0.4427 loss_bbox_1: 0.2437 loss_giou_1: 0.4053 loss_ce_2: 0.3821 loss_bbox_2: 0.2193 loss_giou_2: 0.3641 loss_ce_3: 0.3631 loss_bbox_3: 0.2113 loss_giou_3: 0.3583 loss_ce_4: 0.3572 loss_bbox_4: 0.2079 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 21:10:55] d2.utils.events INFO: eta: 1 day, 3:30:58 iter: 97879 total_loss: 6.415 loss_ce: 0.3523 loss_bbox: 0.2005 loss_giou: 0.3432 loss_ce_0: 0.5431 loss_bbox_0: 0.3627 loss_giou_0: 0.5119 loss_ce_1: 0.445 loss_bbox_1: 0.2479 loss_giou_1: 0.3955 loss_ce_2: 0.3836 loss_bbox_2: 0.2151 loss_giou_2: 0.3596 loss_ce_3: 0.3613 loss_bbox_3: 0.2043 loss_giou_3: 0.347 loss_ce_4: 0.3494 loss_bbox_4: 0.2113 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:01] d2.utils.events INFO: eta: 1 day, 3:30:52 iter: 97899 total_loss: 6.232 loss_ce: 0.3446 loss_bbox: 0.2168 loss_giou: 0.3623 loss_ce_0: 0.5585 loss_bbox_0: 0.3488 loss_giou_0: 0.5471 loss_ce_1: 0.4489 loss_bbox_1: 0.2546 loss_giou_1: 0.4028 loss_ce_2: 0.3861 loss_bbox_2: 0.2283 loss_giou_2: 0.3692 loss_ce_3: 0.3609 loss_bbox_3: 0.218 loss_giou_3: 0.3619 loss_ce_4: 0.3457 loss_bbox_4: 0.2178 loss_giou_4: 0.3629 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:07] d2.utils.events INFO: eta: 1 day, 3:30:29 iter: 97919 total_loss: 6.38 loss_ce: 0.3571 loss_bbox: 0.2099 loss_giou: 0.3637 loss_ce_0: 0.5504 loss_bbox_0: 0.3429 loss_giou_0: 0.561 loss_ce_1: 0.4383 loss_bbox_1: 0.2494 loss_giou_1: 0.426 loss_ce_2: 0.3854 loss_bbox_2: 0.2285 loss_giou_2: 0.3782 loss_ce_3: 0.3631 loss_bbox_3: 0.2172 loss_giou_3: 0.369 loss_ce_4: 0.363 loss_bbox_4: 0.211 loss_giou_4: 0.3648 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:12] d2.utils.events INFO: eta: 1 day, 3:29:29 iter: 97939 total_loss: 6.214 loss_ce: 0.3308 loss_bbox: 0.1954 loss_giou: 0.3764 loss_ce_0: 0.5166 loss_bbox_0: 0.3299 loss_giou_0: 0.5685 loss_ce_1: 0.4212 loss_bbox_1: 0.2261 loss_giou_1: 0.4224 loss_ce_2: 0.3563 loss_bbox_2: 0.2061 loss_giou_2: 0.3953 loss_ce_3: 0.3367 loss_bbox_3: 0.2054 loss_giou_3: 0.3796 loss_ce_4: 0.3285 loss_bbox_4: 0.2016 loss_giou_4: 0.379 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:18] d2.utils.events INFO: eta: 1 day, 3:29:59 iter: 97959 total_loss: 6.289 loss_ce: 0.3336 loss_bbox: 0.2066 loss_giou: 0.3419 loss_ce_0: 0.515 loss_bbox_0: 0.3553 loss_giou_0: 0.557 loss_ce_1: 0.4267 loss_bbox_1: 0.2479 loss_giou_1: 0.3996 loss_ce_2: 0.3787 loss_bbox_2: 0.2267 loss_giou_2: 0.3687 loss_ce_3: 0.346 loss_bbox_3: 0.212 loss_giou_3: 0.3492 loss_ce_4: 0.3385 loss_bbox_4: 0.2103 loss_giou_4: 0.3404 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:24] d2.utils.events INFO: eta: 1 day, 3:30:12 iter: 97979 total_loss: 6.253 loss_ce: 0.3404 loss_bbox: 0.2032 loss_giou: 0.3583 loss_ce_0: 0.5358 loss_bbox_0: 0.3298 loss_giou_0: 0.5691 loss_ce_1: 0.4381 loss_bbox_1: 0.2327 loss_giou_1: 0.4243 loss_ce_2: 0.3725 loss_bbox_2: 0.2152 loss_giou_2: 0.3793 loss_ce_3: 0.3518 loss_bbox_3: 0.2019 loss_giou_3: 0.3648 loss_ce_4: 0.3414 loss_bbox_4: 0.2028 loss_giou_4: 0.3633 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:29] d2.utils.events INFO: eta: 1 day, 3:29:48 iter: 97999 total_loss: 6.203 loss_ce: 0.3301 loss_bbox: 0.2103 loss_giou: 0.3603 loss_ce_0: 0.528 loss_bbox_0: 0.3539 loss_giou_0: 0.556 loss_ce_1: 0.4192 loss_bbox_1: 0.2445 loss_giou_1: 0.4059 loss_ce_2: 0.3661 loss_bbox_2: 0.2212 loss_giou_2: 0.3779 loss_ce_3: 0.3327 loss_bbox_3: 0.2124 loss_giou_3: 0.3665 loss_ce_4: 0.329 loss_bbox_4: 0.2144 loss_giou_4: 0.3644 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:35] d2.utils.events INFO: eta: 1 day, 3:29:42 iter: 98019 total_loss: 6.017 loss_ce: 0.3436 loss_bbox: 0.1972 loss_giou: 0.3493 loss_ce_0: 0.5256 loss_bbox_0: 0.3291 loss_giou_0: 0.5245 loss_ce_1: 0.4298 loss_bbox_1: 0.2254 loss_giou_1: 0.3948 loss_ce_2: 0.3715 loss_bbox_2: 0.2124 loss_giou_2: 0.3655 loss_ce_3: 0.3487 loss_bbox_3: 0.2031 loss_giou_3: 0.3537 loss_ce_4: 0.3405 loss_bbox_4: 0.1956 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:41] d2.utils.events INFO: eta: 1 day, 3:29:55 iter: 98039 total_loss: 6.194 loss_ce: 0.3286 loss_bbox: 0.2188 loss_giou: 0.3669 loss_ce_0: 0.5434 loss_bbox_0: 0.3609 loss_giou_0: 0.5465 loss_ce_1: 0.4247 loss_bbox_1: 0.2501 loss_giou_1: 0.4104 loss_ce_2: 0.3525 loss_bbox_2: 0.2247 loss_giou_2: 0.3792 loss_ce_3: 0.3413 loss_bbox_3: 0.222 loss_giou_3: 0.3744 loss_ce_4: 0.3258 loss_bbox_4: 0.2231 loss_giou_4: 0.3669 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:47] d2.utils.events INFO: eta: 1 day, 3:29:58 iter: 98059 total_loss: 6.132 loss_ce: 0.3451 loss_bbox: 0.2036 loss_giou: 0.3484 loss_ce_0: 0.5368 loss_bbox_0: 0.3172 loss_giou_0: 0.5363 loss_ce_1: 0.4485 loss_bbox_1: 0.2273 loss_giou_1: 0.3944 loss_ce_2: 0.3834 loss_bbox_2: 0.2027 loss_giou_2: 0.3704 loss_ce_3: 0.3567 loss_bbox_3: 0.205 loss_giou_3: 0.3609 loss_ce_4: 0.3474 loss_bbox_4: 0.2046 loss_giou_4: 0.3577 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:52] d2.utils.events INFO: eta: 1 day, 3:29:52 iter: 98079 total_loss: 6.328 loss_ce: 0.3465 loss_bbox: 0.2143 loss_giou: 0.3607 loss_ce_0: 0.542 loss_bbox_0: 0.3492 loss_giou_0: 0.5418 loss_ce_1: 0.4543 loss_bbox_1: 0.2465 loss_giou_1: 0.4079 loss_ce_2: 0.3905 loss_bbox_2: 0.22 loss_giou_2: 0.3763 loss_ce_3: 0.3589 loss_bbox_3: 0.2179 loss_giou_3: 0.3627 loss_ce_4: 0.3557 loss_bbox_4: 0.2172 loss_giou_4: 0.3592 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 21:11:58] d2.utils.events INFO: eta: 1 day, 3:29:46 iter: 98099 total_loss: 6.525 loss_ce: 0.3756 loss_bbox: 0.2132 loss_giou: 0.3813 loss_ce_0: 0.5559 loss_bbox_0: 0.3512 loss_giou_0: 0.5842 loss_ce_1: 0.4532 loss_bbox_1: 0.2457 loss_giou_1: 0.4209 loss_ce_2: 0.3953 loss_bbox_2: 0.2196 loss_giou_2: 0.3896 loss_ce_3: 0.3707 loss_bbox_3: 0.2159 loss_giou_3: 0.3866 loss_ce_4: 0.3691 loss_bbox_4: 0.2114 loss_giou_4: 0.3834 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:04] d2.utils.events INFO: eta: 1 day, 3:29:41 iter: 98119 total_loss: 5.905 loss_ce: 0.3151 loss_bbox: 0.2061 loss_giou: 0.3432 loss_ce_0: 0.5174 loss_bbox_0: 0.3265 loss_giou_0: 0.5057 loss_ce_1: 0.4154 loss_bbox_1: 0.2268 loss_giou_1: 0.3875 loss_ce_2: 0.3421 loss_bbox_2: 0.2104 loss_giou_2: 0.3557 loss_ce_3: 0.3218 loss_bbox_3: 0.2116 loss_giou_3: 0.3471 loss_ce_4: 0.3184 loss_bbox_4: 0.2067 loss_giou_4: 0.3389 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:09] d2.utils.events INFO: eta: 1 day, 3:29:41 iter: 98139 total_loss: 6.018 loss_ce: 0.3202 loss_bbox: 0.2104 loss_giou: 0.3446 loss_ce_0: 0.5391 loss_bbox_0: 0.3598 loss_giou_0: 0.4909 loss_ce_1: 0.4499 loss_bbox_1: 0.2531 loss_giou_1: 0.3847 loss_ce_2: 0.364 loss_bbox_2: 0.2289 loss_giou_2: 0.3529 loss_ce_3: 0.3342 loss_bbox_3: 0.2247 loss_giou_3: 0.3452 loss_ce_4: 0.3171 loss_bbox_4: 0.2159 loss_giou_4: 0.3451 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:15] d2.utils.events INFO: eta: 1 day, 3:29:26 iter: 98159 total_loss: 6.23 loss_ce: 0.339 loss_bbox: 0.1993 loss_giou: 0.3679 loss_ce_0: 0.5463 loss_bbox_0: 0.3435 loss_giou_0: 0.5647 loss_ce_1: 0.4411 loss_bbox_1: 0.2267 loss_giou_1: 0.4238 loss_ce_2: 0.3847 loss_bbox_2: 0.208 loss_giou_2: 0.3872 loss_ce_3: 0.3523 loss_bbox_3: 0.2029 loss_giou_3: 0.3742 loss_ce_4: 0.343 loss_bbox_4: 0.1995 loss_giou_4: 0.3707 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:21] d2.utils.events INFO: eta: 1 day, 3:30:07 iter: 98179 total_loss: 6.126 loss_ce: 0.3507 loss_bbox: 0.2034 loss_giou: 0.3729 loss_ce_0: 0.5239 loss_bbox_0: 0.329 loss_giou_0: 0.5657 loss_ce_1: 0.4424 loss_bbox_1: 0.2338 loss_giou_1: 0.4305 loss_ce_2: 0.3848 loss_bbox_2: 0.2089 loss_giou_2: 0.3846 loss_ce_3: 0.3546 loss_bbox_3: 0.211 loss_giou_3: 0.3785 loss_ce_4: 0.3528 loss_bbox_4: 0.2084 loss_giou_4: 0.3767 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:27] d2.utils.events INFO: eta: 1 day, 3:30:02 iter: 98199 total_loss: 6.446 loss_ce: 0.3743 loss_bbox: 0.213 loss_giou: 0.3738 loss_ce_0: 0.575 loss_bbox_0: 0.3662 loss_giou_0: 0.5638 loss_ce_1: 0.4586 loss_bbox_1: 0.2467 loss_giou_1: 0.4204 loss_ce_2: 0.4075 loss_bbox_2: 0.223 loss_giou_2: 0.3896 loss_ce_3: 0.3767 loss_bbox_3: 0.2133 loss_giou_3: 0.3818 loss_ce_4: 0.3665 loss_bbox_4: 0.2138 loss_giou_4: 0.3714 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:32] d2.utils.events INFO: eta: 1 day, 3:29:59 iter: 98219 total_loss: 6.317 loss_ce: 0.3412 loss_bbox: 0.2142 loss_giou: 0.3822 loss_ce_0: 0.5435 loss_bbox_0: 0.3705 loss_giou_0: 0.5818 loss_ce_1: 0.4353 loss_bbox_1: 0.25 loss_giou_1: 0.4399 loss_ce_2: 0.3743 loss_bbox_2: 0.2285 loss_giou_2: 0.4049 loss_ce_3: 0.3457 loss_bbox_3: 0.2191 loss_giou_3: 0.3891 loss_ce_4: 0.3407 loss_bbox_4: 0.2165 loss_giou_4: 0.3874 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:38] d2.utils.events INFO: eta: 1 day, 3:29:40 iter: 98239 total_loss: 6.597 loss_ce: 0.3623 loss_bbox: 0.2052 loss_giou: 0.3803 loss_ce_0: 0.5567 loss_bbox_0: 0.3555 loss_giou_0: 0.5776 loss_ce_1: 0.4562 loss_bbox_1: 0.2398 loss_giou_1: 0.4249 loss_ce_2: 0.3946 loss_bbox_2: 0.2175 loss_giou_2: 0.3938 loss_ce_3: 0.3614 loss_bbox_3: 0.2132 loss_giou_3: 0.379 loss_ce_4: 0.3493 loss_bbox_4: 0.2129 loss_giou_4: 0.3813 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:44] d2.utils.events INFO: eta: 1 day, 3:29:47 iter: 98259 total_loss: 6.332 loss_ce: 0.3333 loss_bbox: 0.2223 loss_giou: 0.3535 loss_ce_0: 0.5492 loss_bbox_0: 0.3702 loss_giou_0: 0.5314 loss_ce_1: 0.4325 loss_bbox_1: 0.2583 loss_giou_1: 0.3931 loss_ce_2: 0.3655 loss_bbox_2: 0.235 loss_giou_2: 0.3627 loss_ce_3: 0.3432 loss_bbox_3: 0.23 loss_giou_3: 0.3623 loss_ce_4: 0.3342 loss_bbox_4: 0.2195 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:49] d2.utils.events INFO: eta: 1 day, 3:30:34 iter: 98279 total_loss: 6.198 loss_ce: 0.325 loss_bbox: 0.1918 loss_giou: 0.3553 loss_ce_0: 0.5293 loss_bbox_0: 0.335 loss_giou_0: 0.5393 loss_ce_1: 0.4243 loss_bbox_1: 0.2228 loss_giou_1: 0.419 loss_ce_2: 0.3694 loss_bbox_2: 0.2003 loss_giou_2: 0.3841 loss_ce_3: 0.3396 loss_bbox_3: 0.1959 loss_giou_3: 0.371 loss_ce_4: 0.3305 loss_bbox_4: 0.1911 loss_giou_4: 0.3594 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 21:12:55] d2.utils.events INFO: eta: 1 day, 3:30:14 iter: 98299 total_loss: 6.242 loss_ce: 0.3436 loss_bbox: 0.1903 loss_giou: 0.3498 loss_ce_0: 0.5437 loss_bbox_0: 0.3586 loss_giou_0: 0.5452 loss_ce_1: 0.4379 loss_bbox_1: 0.2459 loss_giou_1: 0.4016 loss_ce_2: 0.3802 loss_bbox_2: 0.2058 loss_giou_2: 0.3704 loss_ce_3: 0.3473 loss_bbox_3: 0.1954 loss_giou_3: 0.3622 loss_ce_4: 0.3383 loss_bbox_4: 0.1912 loss_giou_4: 0.356 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:01] d2.utils.events INFO: eta: 1 day, 3:29:11 iter: 98319 total_loss: 6.1 loss_ce: 0.3494 loss_bbox: 0.2148 loss_giou: 0.3445 loss_ce_0: 0.5567 loss_bbox_0: 0.3591 loss_giou_0: 0.5318 loss_ce_1: 0.4406 loss_bbox_1: 0.2468 loss_giou_1: 0.3896 loss_ce_2: 0.3745 loss_bbox_2: 0.2264 loss_giou_2: 0.3635 loss_ce_3: 0.3556 loss_bbox_3: 0.2192 loss_giou_3: 0.3527 loss_ce_4: 0.3409 loss_bbox_4: 0.2179 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:06] d2.utils.events INFO: eta: 1 day, 3:29:22 iter: 98339 total_loss: 6.352 loss_ce: 0.3398 loss_bbox: 0.212 loss_giou: 0.3643 loss_ce_0: 0.5308 loss_bbox_0: 0.3536 loss_giou_0: 0.5585 loss_ce_1: 0.4301 loss_bbox_1: 0.2447 loss_giou_1: 0.4268 loss_ce_2: 0.3618 loss_bbox_2: 0.2163 loss_giou_2: 0.3821 loss_ce_3: 0.3497 loss_bbox_3: 0.2137 loss_giou_3: 0.3719 loss_ce_4: 0.3468 loss_bbox_4: 0.2128 loss_giou_4: 0.3668 time: 0.2802 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:12] d2.utils.events INFO: eta: 1 day, 3:28:39 iter: 98359 total_loss: 6.004 loss_ce: 0.3196 loss_bbox: 0.1969 loss_giou: 0.3533 loss_ce_0: 0.5119 loss_bbox_0: 0.3389 loss_giou_0: 0.5442 loss_ce_1: 0.4116 loss_bbox_1: 0.2262 loss_giou_1: 0.4138 loss_ce_2: 0.3526 loss_bbox_2: 0.209 loss_giou_2: 0.3663 loss_ce_3: 0.3344 loss_bbox_3: 0.2036 loss_giou_3: 0.3597 loss_ce_4: 0.3184 loss_bbox_4: 0.2 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:18] d2.utils.events INFO: eta: 1 day, 3:29:13 iter: 98379 total_loss: 6.465 loss_ce: 0.3591 loss_bbox: 0.1955 loss_giou: 0.3899 loss_ce_0: 0.5426 loss_bbox_0: 0.3408 loss_giou_0: 0.6092 loss_ce_1: 0.4446 loss_bbox_1: 0.2337 loss_giou_1: 0.4422 loss_ce_2: 0.4002 loss_bbox_2: 0.2035 loss_giou_2: 0.4031 loss_ce_3: 0.363 loss_bbox_3: 0.1994 loss_giou_3: 0.3954 loss_ce_4: 0.3595 loss_bbox_4: 0.1989 loss_giou_4: 0.3912 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:23] d2.utils.events INFO: eta: 1 day, 3:29:07 iter: 98399 total_loss: 6.413 loss_ce: 0.3532 loss_bbox: 0.2007 loss_giou: 0.377 loss_ce_0: 0.5386 loss_bbox_0: 0.3413 loss_giou_0: 0.5473 loss_ce_1: 0.45 loss_bbox_1: 0.2419 loss_giou_1: 0.427 loss_ce_2: 0.3925 loss_bbox_2: 0.2127 loss_giou_2: 0.3959 loss_ce_3: 0.3633 loss_bbox_3: 0.2082 loss_giou_3: 0.3864 loss_ce_4: 0.3569 loss_bbox_4: 0.2012 loss_giou_4: 0.378 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:29] d2.utils.events INFO: eta: 1 day, 3:28:59 iter: 98419 total_loss: 6.518 loss_ce: 0.3693 loss_bbox: 0.2156 loss_giou: 0.3569 loss_ce_0: 0.5525 loss_bbox_0: 0.3463 loss_giou_0: 0.5607 loss_ce_1: 0.4602 loss_bbox_1: 0.2592 loss_giou_1: 0.4213 loss_ce_2: 0.4024 loss_bbox_2: 0.2321 loss_giou_2: 0.3836 loss_ce_3: 0.387 loss_bbox_3: 0.2273 loss_giou_3: 0.3713 loss_ce_4: 0.3723 loss_bbox_4: 0.2167 loss_giou_4: 0.361 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:35] d2.utils.events INFO: eta: 1 day, 3:28:56 iter: 98439 total_loss: 6.245 loss_ce: 0.3522 loss_bbox: 0.1959 loss_giou: 0.3679 loss_ce_0: 0.5555 loss_bbox_0: 0.3416 loss_giou_0: 0.5663 loss_ce_1: 0.4392 loss_bbox_1: 0.2347 loss_giou_1: 0.422 loss_ce_2: 0.3783 loss_bbox_2: 0.2064 loss_giou_2: 0.3844 loss_ce_3: 0.3574 loss_bbox_3: 0.1994 loss_giou_3: 0.3714 loss_ce_4: 0.349 loss_bbox_4: 0.1987 loss_giou_4: 0.3685 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:40] d2.utils.events INFO: eta: 1 day, 3:28:51 iter: 98459 total_loss: 6.283 loss_ce: 0.3384 loss_bbox: 0.1928 loss_giou: 0.3566 loss_ce_0: 0.5172 loss_bbox_0: 0.3329 loss_giou_0: 0.5371 loss_ce_1: 0.4203 loss_bbox_1: 0.2421 loss_giou_1: 0.4208 loss_ce_2: 0.3688 loss_bbox_2: 0.2055 loss_giou_2: 0.3763 loss_ce_3: 0.3382 loss_bbox_3: 0.1957 loss_giou_3: 0.3615 loss_ce_4: 0.338 loss_bbox_4: 0.1971 loss_giou_4: 0.3581 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:46] d2.utils.events INFO: eta: 1 day, 3:28:44 iter: 98479 total_loss: 6.182 loss_ce: 0.3357 loss_bbox: 0.2115 loss_giou: 0.3701 loss_ce_0: 0.5452 loss_bbox_0: 0.3395 loss_giou_0: 0.5849 loss_ce_1: 0.434 loss_bbox_1: 0.2341 loss_giou_1: 0.4314 loss_ce_2: 0.3722 loss_bbox_2: 0.2148 loss_giou_2: 0.3838 loss_ce_3: 0.3448 loss_bbox_3: 0.2082 loss_giou_3: 0.3804 loss_ce_4: 0.334 loss_bbox_4: 0.2102 loss_giou_4: 0.3722 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:52] d2.utils.events INFO: eta: 1 day, 3:28:03 iter: 98499 total_loss: 6.259 loss_ce: 0.3469 loss_bbox: 0.1924 loss_giou: 0.3666 loss_ce_0: 0.5325 loss_bbox_0: 0.3298 loss_giou_0: 0.5666 loss_ce_1: 0.4301 loss_bbox_1: 0.2261 loss_giou_1: 0.4177 loss_ce_2: 0.3733 loss_bbox_2: 0.2074 loss_giou_2: 0.3846 loss_ce_3: 0.3439 loss_bbox_3: 0.1999 loss_giou_3: 0.3692 loss_ce_4: 0.3446 loss_bbox_4: 0.1942 loss_giou_4: 0.3655 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 21:13:57] d2.utils.events INFO: eta: 1 day, 3:27:36 iter: 98519 total_loss: 6.185 loss_ce: 0.3538 loss_bbox: 0.2034 loss_giou: 0.3548 loss_ce_0: 0.5408 loss_bbox_0: 0.3459 loss_giou_0: 0.5468 loss_ce_1: 0.4423 loss_bbox_1: 0.2391 loss_giou_1: 0.3952 loss_ce_2: 0.3871 loss_bbox_2: 0.2153 loss_giou_2: 0.3777 loss_ce_3: 0.3592 loss_bbox_3: 0.2042 loss_giou_3: 0.3605 loss_ce_4: 0.3503 loss_bbox_4: 0.2012 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:03] d2.utils.events INFO: eta: 1 day, 3:27:39 iter: 98539 total_loss: 5.956 loss_ce: 0.3239 loss_bbox: 0.1797 loss_giou: 0.3611 loss_ce_0: 0.5167 loss_bbox_0: 0.3153 loss_giou_0: 0.5451 loss_ce_1: 0.414 loss_bbox_1: 0.2048 loss_giou_1: 0.4051 loss_ce_2: 0.353 loss_bbox_2: 0.1909 loss_giou_2: 0.3702 loss_ce_3: 0.3237 loss_bbox_3: 0.1891 loss_giou_3: 0.366 loss_ce_4: 0.3233 loss_bbox_4: 0.1883 loss_giou_4: 0.3643 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:09] d2.utils.events INFO: eta: 1 day, 3:27:25 iter: 98559 total_loss: 6.358 loss_ce: 0.3407 loss_bbox: 0.2041 loss_giou: 0.3909 loss_ce_0: 0.5447 loss_bbox_0: 0.3308 loss_giou_0: 0.619 loss_ce_1: 0.441 loss_bbox_1: 0.2384 loss_giou_1: 0.4445 loss_ce_2: 0.3873 loss_bbox_2: 0.2199 loss_giou_2: 0.4122 loss_ce_3: 0.3579 loss_bbox_3: 0.2101 loss_giou_3: 0.3934 loss_ce_4: 0.3489 loss_bbox_4: 0.2071 loss_giou_4: 0.3924 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:15] d2.utils.events INFO: eta: 1 day, 3:27:24 iter: 98579 total_loss: 6.077 loss_ce: 0.322 loss_bbox: 0.1992 loss_giou: 0.3734 loss_ce_0: 0.514 loss_bbox_0: 0.354 loss_giou_0: 0.5708 loss_ce_1: 0.428 loss_bbox_1: 0.2493 loss_giou_1: 0.4299 loss_ce_2: 0.3606 loss_bbox_2: 0.2174 loss_giou_2: 0.392 loss_ce_3: 0.3338 loss_bbox_3: 0.2072 loss_giou_3: 0.3778 loss_ce_4: 0.3269 loss_bbox_4: 0.2021 loss_giou_4: 0.3743 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:20] d2.utils.events INFO: eta: 1 day, 3:27:34 iter: 98599 total_loss: 6.289 loss_ce: 0.3258 loss_bbox: 0.2001 loss_giou: 0.3785 loss_ce_0: 0.5255 loss_bbox_0: 0.3448 loss_giou_0: 0.5995 loss_ce_1: 0.4228 loss_bbox_1: 0.2302 loss_giou_1: 0.4357 loss_ce_2: 0.3711 loss_bbox_2: 0.2079 loss_giou_2: 0.3935 loss_ce_3: 0.3395 loss_bbox_3: 0.2016 loss_giou_3: 0.3802 loss_ce_4: 0.3289 loss_bbox_4: 0.1995 loss_giou_4: 0.3797 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:26] d2.utils.events INFO: eta: 1 day, 3:28:42 iter: 98619 total_loss: 6.252 loss_ce: 0.339 loss_bbox: 0.2131 loss_giou: 0.3702 loss_ce_0: 0.5347 loss_bbox_0: 0.3489 loss_giou_0: 0.5789 loss_ce_1: 0.4393 loss_bbox_1: 0.2507 loss_giou_1: 0.4418 loss_ce_2: 0.3769 loss_bbox_2: 0.2225 loss_giou_2: 0.3915 loss_ce_3: 0.3532 loss_bbox_3: 0.222 loss_giou_3: 0.3824 loss_ce_4: 0.3385 loss_bbox_4: 0.2154 loss_giou_4: 0.3724 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:32] d2.utils.events INFO: eta: 1 day, 3:28:36 iter: 98639 total_loss: 6.297 loss_ce: 0.3508 loss_bbox: 0.2035 loss_giou: 0.3712 loss_ce_0: 0.5297 loss_bbox_0: 0.3357 loss_giou_0: 0.5513 loss_ce_1: 0.4576 loss_bbox_1: 0.2406 loss_giou_1: 0.4157 loss_ce_2: 0.3841 loss_bbox_2: 0.2141 loss_giou_2: 0.3853 loss_ce_3: 0.3608 loss_bbox_3: 0.2093 loss_giou_3: 0.3767 loss_ce_4: 0.3575 loss_bbox_4: 0.2047 loss_giou_4: 0.3718 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:37] d2.utils.events INFO: eta: 1 day, 3:27:55 iter: 98659 total_loss: 6.136 loss_ce: 0.3394 loss_bbox: 0.1894 loss_giou: 0.3579 loss_ce_0: 0.5432 loss_bbox_0: 0.3261 loss_giou_0: 0.529 loss_ce_1: 0.4295 loss_bbox_1: 0.2161 loss_giou_1: 0.3966 loss_ce_2: 0.3724 loss_bbox_2: 0.2002 loss_giou_2: 0.364 loss_ce_3: 0.3507 loss_bbox_3: 0.1912 loss_giou_3: 0.3631 loss_ce_4: 0.3421 loss_bbox_4: 0.1909 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:43] d2.utils.events INFO: eta: 1 day, 3:26:40 iter: 98679 total_loss: 6.291 loss_ce: 0.3484 loss_bbox: 0.1917 loss_giou: 0.3638 loss_ce_0: 0.5357 loss_bbox_0: 0.3294 loss_giou_0: 0.5423 loss_ce_1: 0.4246 loss_bbox_1: 0.2347 loss_giou_1: 0.4075 loss_ce_2: 0.3633 loss_bbox_2: 0.2075 loss_giou_2: 0.378 loss_ce_3: 0.3472 loss_bbox_3: 0.1942 loss_giou_3: 0.3658 loss_ce_4: 0.3472 loss_bbox_4: 0.1938 loss_giou_4: 0.3628 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:49] d2.utils.events INFO: eta: 1 day, 3:26:50 iter: 98699 total_loss: 6.066 loss_ce: 0.3365 loss_bbox: 0.1995 loss_giou: 0.3476 loss_ce_0: 0.5237 loss_bbox_0: 0.3406 loss_giou_0: 0.5348 loss_ce_1: 0.4247 loss_bbox_1: 0.2315 loss_giou_1: 0.3886 loss_ce_2: 0.3684 loss_bbox_2: 0.2077 loss_giou_2: 0.3604 loss_ce_3: 0.3388 loss_bbox_3: 0.1954 loss_giou_3: 0.3559 loss_ce_4: 0.3428 loss_bbox_4: 0.1921 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 21:14:55] d2.utils.events INFO: eta: 1 day, 3:26:49 iter: 98719 total_loss: 6.271 loss_ce: 0.3447 loss_bbox: 0.2014 loss_giou: 0.3698 loss_ce_0: 0.5511 loss_bbox_0: 0.3472 loss_giou_0: 0.5516 loss_ce_1: 0.4438 loss_bbox_1: 0.2373 loss_giou_1: 0.415 loss_ce_2: 0.3789 loss_bbox_2: 0.216 loss_giou_2: 0.3891 loss_ce_3: 0.3495 loss_bbox_3: 0.2078 loss_giou_3: 0.3731 loss_ce_4: 0.3386 loss_bbox_4: 0.2037 loss_giou_4: 0.3705 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:00] d2.utils.events INFO: eta: 1 day, 3:27:10 iter: 98739 total_loss: 6.438 loss_ce: 0.3657 loss_bbox: 0.2073 loss_giou: 0.3677 loss_ce_0: 0.5463 loss_bbox_0: 0.3412 loss_giou_0: 0.5781 loss_ce_1: 0.4449 loss_bbox_1: 0.2372 loss_giou_1: 0.4213 loss_ce_2: 0.3908 loss_bbox_2: 0.221 loss_giou_2: 0.3851 loss_ce_3: 0.3651 loss_bbox_3: 0.2147 loss_giou_3: 0.376 loss_ce_4: 0.3696 loss_bbox_4: 0.2096 loss_giou_4: 0.3675 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:06] d2.utils.events INFO: eta: 1 day, 3:27:27 iter: 98759 total_loss: 6.093 loss_ce: 0.3223 loss_bbox: 0.1893 loss_giou: 0.3606 loss_ce_0: 0.5019 loss_bbox_0: 0.33 loss_giou_0: 0.5432 loss_ce_1: 0.4144 loss_bbox_1: 0.2225 loss_giou_1: 0.4031 loss_ce_2: 0.3566 loss_bbox_2: 0.2004 loss_giou_2: 0.3715 loss_ce_3: 0.3359 loss_bbox_3: 0.1957 loss_giou_3: 0.3633 loss_ce_4: 0.3228 loss_bbox_4: 0.1905 loss_giou_4: 0.3574 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:12] d2.utils.events INFO: eta: 1 day, 3:26:03 iter: 98779 total_loss: 5.993 loss_ce: 0.3527 loss_bbox: 0.1928 loss_giou: 0.3257 loss_ce_0: 0.5395 loss_bbox_0: 0.3254 loss_giou_0: 0.4998 loss_ce_1: 0.4375 loss_bbox_1: 0.2257 loss_giou_1: 0.3773 loss_ce_2: 0.3841 loss_bbox_2: 0.2102 loss_giou_2: 0.3439 loss_ce_3: 0.3529 loss_bbox_3: 0.2041 loss_giou_3: 0.336 loss_ce_4: 0.3474 loss_bbox_4: 0.1974 loss_giou_4: 0.3223 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:17] d2.utils.events INFO: eta: 1 day, 3:24:41 iter: 98799 total_loss: 6.576 loss_ce: 0.3515 loss_bbox: 0.2177 loss_giou: 0.3809 loss_ce_0: 0.5513 loss_bbox_0: 0.3375 loss_giou_0: 0.5601 loss_ce_1: 0.4541 loss_bbox_1: 0.2481 loss_giou_1: 0.4311 loss_ce_2: 0.3895 loss_bbox_2: 0.2263 loss_giou_2: 0.4036 loss_ce_3: 0.3654 loss_bbox_3: 0.2189 loss_giou_3: 0.389 loss_ce_4: 0.361 loss_bbox_4: 0.2175 loss_giou_4: 0.3792 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:23] d2.utils.events INFO: eta: 1 day, 3:24:35 iter: 98819 total_loss: 6.008 loss_ce: 0.345 loss_bbox: 0.1965 loss_giou: 0.3326 loss_ce_0: 0.5314 loss_bbox_0: 0.3657 loss_giou_0: 0.5102 loss_ce_1: 0.4367 loss_bbox_1: 0.2261 loss_giou_1: 0.3693 loss_ce_2: 0.3744 loss_bbox_2: 0.2149 loss_giou_2: 0.3468 loss_ce_3: 0.3534 loss_bbox_3: 0.2048 loss_giou_3: 0.3331 loss_ce_4: 0.3376 loss_bbox_4: 0.1976 loss_giou_4: 0.3317 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:29] d2.utils.events INFO: eta: 1 day, 3:25:46 iter: 98839 total_loss: 6.195 loss_ce: 0.3373 loss_bbox: 0.1935 loss_giou: 0.3655 loss_ce_0: 0.5291 loss_bbox_0: 0.3405 loss_giou_0: 0.5644 loss_ce_1: 0.429 loss_bbox_1: 0.2292 loss_giou_1: 0.4133 loss_ce_2: 0.3733 loss_bbox_2: 0.1996 loss_giou_2: 0.3827 loss_ce_3: 0.3435 loss_bbox_3: 0.2019 loss_giou_3: 0.3694 loss_ce_4: 0.3354 loss_bbox_4: 0.195 loss_giou_4: 0.3679 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:34] d2.utils.events INFO: eta: 1 day, 3:26:17 iter: 98859 total_loss: 6.326 loss_ce: 0.3525 loss_bbox: 0.214 loss_giou: 0.3431 loss_ce_0: 0.5596 loss_bbox_0: 0.3538 loss_giou_0: 0.535 loss_ce_1: 0.4677 loss_bbox_1: 0.249 loss_giou_1: 0.3945 loss_ce_2: 0.4062 loss_bbox_2: 0.2259 loss_giou_2: 0.3619 loss_ce_3: 0.3648 loss_bbox_3: 0.224 loss_giou_3: 0.3516 loss_ce_4: 0.3575 loss_bbox_4: 0.2174 loss_giou_4: 0.3513 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:40] d2.utils.events INFO: eta: 1 day, 3:26:07 iter: 98879 total_loss: 6.567 loss_ce: 0.345 loss_bbox: 0.2028 loss_giou: 0.3906 loss_ce_0: 0.5591 loss_bbox_0: 0.3385 loss_giou_0: 0.5587 loss_ce_1: 0.4452 loss_bbox_1: 0.2408 loss_giou_1: 0.4359 loss_ce_2: 0.3921 loss_bbox_2: 0.2163 loss_giou_2: 0.4059 loss_ce_3: 0.3604 loss_bbox_3: 0.2086 loss_giou_3: 0.3933 loss_ce_4: 0.3429 loss_bbox_4: 0.2047 loss_giou_4: 0.3909 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:46] d2.utils.events INFO: eta: 1 day, 3:25:29 iter: 98899 total_loss: 6.516 loss_ce: 0.3665 loss_bbox: 0.2171 loss_giou: 0.3719 loss_ce_0: 0.5433 loss_bbox_0: 0.3582 loss_giou_0: 0.5468 loss_ce_1: 0.4635 loss_bbox_1: 0.2594 loss_giou_1: 0.4158 loss_ce_2: 0.4005 loss_bbox_2: 0.2377 loss_giou_2: 0.3863 loss_ce_3: 0.3751 loss_bbox_3: 0.22 loss_giou_3: 0.3771 loss_ce_4: 0.3668 loss_bbox_4: 0.2172 loss_giou_4: 0.3756 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:51] d2.utils.events INFO: eta: 1 day, 3:25:48 iter: 98919 total_loss: 6.332 loss_ce: 0.3266 loss_bbox: 0.1958 loss_giou: 0.3614 loss_ce_0: 0.5106 loss_bbox_0: 0.3459 loss_giou_0: 0.5535 loss_ce_1: 0.4084 loss_bbox_1: 0.2382 loss_giou_1: 0.414 loss_ce_2: 0.3577 loss_bbox_2: 0.2095 loss_giou_2: 0.3789 loss_ce_3: 0.3318 loss_bbox_3: 0.2073 loss_giou_3: 0.3699 loss_ce_4: 0.3285 loss_bbox_4: 0.1978 loss_giou_4: 0.3653 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 21:15:57] d2.utils.events INFO: eta: 1 day, 3:26:01 iter: 98939 total_loss: 6.229 loss_ce: 0.3682 loss_bbox: 0.2081 loss_giou: 0.3428 loss_ce_0: 0.5454 loss_bbox_0: 0.3478 loss_giou_0: 0.5327 loss_ce_1: 0.4441 loss_bbox_1: 0.2417 loss_giou_1: 0.3878 loss_ce_2: 0.3752 loss_bbox_2: 0.2222 loss_giou_2: 0.357 loss_ce_3: 0.3648 loss_bbox_3: 0.2128 loss_giou_3: 0.3428 loss_ce_4: 0.3659 loss_bbox_4: 0.204 loss_giou_4: 0.3402 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:03] d2.utils.events INFO: eta: 1 day, 3:26:28 iter: 98959 total_loss: 6.139 loss_ce: 0.3211 loss_bbox: 0.2066 loss_giou: 0.3506 loss_ce_0: 0.5252 loss_bbox_0: 0.3402 loss_giou_0: 0.5549 loss_ce_1: 0.4064 loss_bbox_1: 0.2327 loss_giou_1: 0.4025 loss_ce_2: 0.352 loss_bbox_2: 0.2133 loss_giou_2: 0.3646 loss_ce_3: 0.331 loss_bbox_3: 0.2105 loss_giou_3: 0.3577 loss_ce_4: 0.3255 loss_bbox_4: 0.2076 loss_giou_4: 0.3498 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:08] d2.utils.events INFO: eta: 1 day, 3:26:24 iter: 98979 total_loss: 6.376 loss_ce: 0.3406 loss_bbox: 0.2172 loss_giou: 0.3732 loss_ce_0: 0.5336 loss_bbox_0: 0.3503 loss_giou_0: 0.5665 loss_ce_1: 0.4275 loss_bbox_1: 0.2629 loss_giou_1: 0.4247 loss_ce_2: 0.3823 loss_bbox_2: 0.2352 loss_giou_2: 0.3919 loss_ce_3: 0.3548 loss_bbox_3: 0.2233 loss_giou_3: 0.3785 loss_ce_4: 0.3453 loss_bbox_4: 0.2184 loss_giou_4: 0.3757 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:14] d2.utils.events INFO: eta: 1 day, 3:26:44 iter: 98999 total_loss: 6.138 loss_ce: 0.3498 loss_bbox: 0.1986 loss_giou: 0.364 loss_ce_0: 0.5367 loss_bbox_0: 0.3366 loss_giou_0: 0.5656 loss_ce_1: 0.4498 loss_bbox_1: 0.2333 loss_giou_1: 0.4068 loss_ce_2: 0.3885 loss_bbox_2: 0.2136 loss_giou_2: 0.3827 loss_ce_3: 0.3521 loss_bbox_3: 0.2086 loss_giou_3: 0.3802 loss_ce_4: 0.3471 loss_bbox_4: 0.2033 loss_giou_4: 0.373 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:20] d2.utils.events INFO: eta: 1 day, 3:27:01 iter: 99019 total_loss: 6.544 loss_ce: 0.3874 loss_bbox: 0.201 loss_giou: 0.3625 loss_ce_0: 0.5411 loss_bbox_0: 0.3427 loss_giou_0: 0.5565 loss_ce_1: 0.4755 loss_bbox_1: 0.2404 loss_giou_1: 0.4146 loss_ce_2: 0.4227 loss_bbox_2: 0.2164 loss_giou_2: 0.3783 loss_ce_3: 0.3845 loss_bbox_3: 0.2059 loss_giou_3: 0.3728 loss_ce_4: 0.3817 loss_bbox_4: 0.2034 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:26] d2.utils.events INFO: eta: 1 day, 3:27:06 iter: 99039 total_loss: 6.402 loss_ce: 0.344 loss_bbox: 0.2135 loss_giou: 0.3753 loss_ce_0: 0.5219 loss_bbox_0: 0.3579 loss_giou_0: 0.5624 loss_ce_1: 0.4245 loss_bbox_1: 0.2471 loss_giou_1: 0.4301 loss_ce_2: 0.369 loss_bbox_2: 0.2268 loss_giou_2: 0.3962 loss_ce_3: 0.3483 loss_bbox_3: 0.2219 loss_giou_3: 0.3797 loss_ce_4: 0.3445 loss_bbox_4: 0.2148 loss_giou_4: 0.3799 time: 0.2802 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:31] d2.utils.events INFO: eta: 1 day, 3:27:36 iter: 99059 total_loss: 6.651 loss_ce: 0.3466 loss_bbox: 0.2101 loss_giou: 0.3817 loss_ce_0: 0.5451 loss_bbox_0: 0.3529 loss_giou_0: 0.6007 loss_ce_1: 0.4574 loss_bbox_1: 0.244 loss_giou_1: 0.4439 loss_ce_2: 0.3761 loss_bbox_2: 0.2321 loss_giou_2: 0.408 loss_ce_3: 0.3501 loss_bbox_3: 0.2188 loss_giou_3: 0.385 loss_ce_4: 0.345 loss_bbox_4: 0.2211 loss_giou_4: 0.386 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:37] d2.utils.events INFO: eta: 1 day, 3:27:39 iter: 99079 total_loss: 6.439 loss_ce: 0.3642 loss_bbox: 0.1957 loss_giou: 0.3863 loss_ce_0: 0.531 loss_bbox_0: 0.342 loss_giou_0: 0.5777 loss_ce_1: 0.4493 loss_bbox_1: 0.2378 loss_giou_1: 0.4338 loss_ce_2: 0.4005 loss_bbox_2: 0.2186 loss_giou_2: 0.405 loss_ce_3: 0.3732 loss_bbox_3: 0.2006 loss_giou_3: 0.3914 loss_ce_4: 0.3622 loss_bbox_4: 0.2026 loss_giou_4: 0.3864 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:43] d2.utils.events INFO: eta: 1 day, 3:28:22 iter: 99099 total_loss: 6.17 loss_ce: 0.3544 loss_bbox: 0.2031 loss_giou: 0.3433 loss_ce_0: 0.5303 loss_bbox_0: 0.3468 loss_giou_0: 0.5556 loss_ce_1: 0.4419 loss_bbox_1: 0.2282 loss_giou_1: 0.4106 loss_ce_2: 0.3701 loss_bbox_2: 0.2112 loss_giou_2: 0.3691 loss_ce_3: 0.3518 loss_bbox_3: 0.2058 loss_giou_3: 0.3494 loss_ce_4: 0.352 loss_bbox_4: 0.204 loss_giou_4: 0.3486 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:48] d2.utils.events INFO: eta: 1 day, 3:27:40 iter: 99119 total_loss: 6.419 loss_ce: 0.3661 loss_bbox: 0.2178 loss_giou: 0.3433 loss_ce_0: 0.5585 loss_bbox_0: 0.3697 loss_giou_0: 0.5275 loss_ce_1: 0.4609 loss_bbox_1: 0.2555 loss_giou_1: 0.3899 loss_ce_2: 0.4096 loss_bbox_2: 0.23 loss_giou_2: 0.3521 loss_ce_3: 0.372 loss_bbox_3: 0.221 loss_giou_3: 0.3496 loss_ce_4: 0.3646 loss_bbox_4: 0.2151 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 21:16:54] d2.utils.events INFO: eta: 1 day, 3:27:13 iter: 99139 total_loss: 6.213 loss_ce: 0.3446 loss_bbox: 0.2146 loss_giou: 0.3508 loss_ce_0: 0.5418 loss_bbox_0: 0.3636 loss_giou_0: 0.5406 loss_ce_1: 0.4674 loss_bbox_1: 0.242 loss_giou_1: 0.4 loss_ce_2: 0.3746 loss_bbox_2: 0.2264 loss_giou_2: 0.3645 loss_ce_3: 0.3569 loss_bbox_3: 0.2206 loss_giou_3: 0.3601 loss_ce_4: 0.347 loss_bbox_4: 0.2161 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:00] d2.utils.events INFO: eta: 1 day, 3:28:04 iter: 99159 total_loss: 6.162 loss_ce: 0.3301 loss_bbox: 0.2029 loss_giou: 0.3677 loss_ce_0: 0.5126 loss_bbox_0: 0.3444 loss_giou_0: 0.5468 loss_ce_1: 0.4139 loss_bbox_1: 0.2328 loss_giou_1: 0.4206 loss_ce_2: 0.3489 loss_bbox_2: 0.2191 loss_giou_2: 0.384 loss_ce_3: 0.3263 loss_bbox_3: 0.2083 loss_giou_3: 0.3751 loss_ce_4: 0.3327 loss_bbox_4: 0.2091 loss_giou_4: 0.3714 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:05] d2.utils.events INFO: eta: 1 day, 3:27:18 iter: 99179 total_loss: 6.32 loss_ce: 0.3293 loss_bbox: 0.2107 loss_giou: 0.3501 loss_ce_0: 0.5277 loss_bbox_0: 0.35 loss_giou_0: 0.5262 loss_ce_1: 0.4364 loss_bbox_1: 0.2518 loss_giou_1: 0.3959 loss_ce_2: 0.368 loss_bbox_2: 0.2284 loss_giou_2: 0.3661 loss_ce_3: 0.3354 loss_bbox_3: 0.2121 loss_giou_3: 0.3539 loss_ce_4: 0.3332 loss_bbox_4: 0.212 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:11] d2.utils.events INFO: eta: 1 day, 3:27:15 iter: 99199 total_loss: 6.413 loss_ce: 0.3551 loss_bbox: 0.2041 loss_giou: 0.3696 loss_ce_0: 0.5454 loss_bbox_0: 0.3465 loss_giou_0: 0.5791 loss_ce_1: 0.4527 loss_bbox_1: 0.2365 loss_giou_1: 0.425 loss_ce_2: 0.3905 loss_bbox_2: 0.218 loss_giou_2: 0.3859 loss_ce_3: 0.3633 loss_bbox_3: 0.212 loss_giou_3: 0.3735 loss_ce_4: 0.3549 loss_bbox_4: 0.2088 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:17] d2.utils.events INFO: eta: 1 day, 3:27:26 iter: 99219 total_loss: 6.471 loss_ce: 0.3566 loss_bbox: 0.1936 loss_giou: 0.3727 loss_ce_0: 0.5347 loss_bbox_0: 0.3372 loss_giou_0: 0.583 loss_ce_1: 0.4461 loss_bbox_1: 0.2287 loss_giou_1: 0.4354 loss_ce_2: 0.3884 loss_bbox_2: 0.2107 loss_giou_2: 0.3945 loss_ce_3: 0.3683 loss_bbox_3: 0.2028 loss_giou_3: 0.38 loss_ce_4: 0.3531 loss_bbox_4: 0.198 loss_giou_4: 0.3797 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:23] d2.utils.events INFO: eta: 1 day, 3:27:33 iter: 99239 total_loss: 5.999 loss_ce: 0.3243 loss_bbox: 0.201 loss_giou: 0.3507 loss_ce_0: 0.5197 loss_bbox_0: 0.3308 loss_giou_0: 0.5477 loss_ce_1: 0.4341 loss_bbox_1: 0.2297 loss_giou_1: 0.387 loss_ce_2: 0.3706 loss_bbox_2: 0.2094 loss_giou_2: 0.3556 loss_ce_3: 0.3361 loss_bbox_3: 0.2073 loss_giou_3: 0.353 loss_ce_4: 0.3277 loss_bbox_4: 0.2018 loss_giou_4: 0.3506 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:29] d2.utils.events INFO: eta: 1 day, 3:26:58 iter: 99259 total_loss: 6.312 loss_ce: 0.3302 loss_bbox: 0.2144 loss_giou: 0.371 loss_ce_0: 0.5426 loss_bbox_0: 0.3421 loss_giou_0: 0.5578 loss_ce_1: 0.4344 loss_bbox_1: 0.2493 loss_giou_1: 0.4311 loss_ce_2: 0.3687 loss_bbox_2: 0.23 loss_giou_2: 0.3916 loss_ce_3: 0.3489 loss_bbox_3: 0.2229 loss_giou_3: 0.3764 loss_ce_4: 0.3356 loss_bbox_4: 0.218 loss_giou_4: 0.3742 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:34] d2.utils.events INFO: eta: 1 day, 3:26:52 iter: 99279 total_loss: 6.339 loss_ce: 0.3429 loss_bbox: 0.1967 loss_giou: 0.3653 loss_ce_0: 0.54 loss_bbox_0: 0.3416 loss_giou_0: 0.553 loss_ce_1: 0.4408 loss_bbox_1: 0.2424 loss_giou_1: 0.4158 loss_ce_2: 0.3839 loss_bbox_2: 0.2091 loss_giou_2: 0.3806 loss_ce_3: 0.3581 loss_bbox_3: 0.2058 loss_giou_3: 0.3754 loss_ce_4: 0.3367 loss_bbox_4: 0.2013 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:40] d2.utils.events INFO: eta: 1 day, 3:26:50 iter: 99299 total_loss: 6.324 loss_ce: 0.3367 loss_bbox: 0.2177 loss_giou: 0.3654 loss_ce_0: 0.5249 loss_bbox_0: 0.3479 loss_giou_0: 0.5348 loss_ce_1: 0.4217 loss_bbox_1: 0.2457 loss_giou_1: 0.4139 loss_ce_2: 0.3636 loss_bbox_2: 0.2288 loss_giou_2: 0.3782 loss_ce_3: 0.3412 loss_bbox_3: 0.2255 loss_giou_3: 0.3692 loss_ce_4: 0.3393 loss_bbox_4: 0.2179 loss_giou_4: 0.3674 time: 0.2802 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:46] d2.utils.events INFO: eta: 1 day, 3:27:19 iter: 99319 total_loss: 6.535 loss_ce: 0.3586 loss_bbox: 0.2149 loss_giou: 0.361 loss_ce_0: 0.5414 loss_bbox_0: 0.3559 loss_giou_0: 0.5657 loss_ce_1: 0.453 loss_bbox_1: 0.2618 loss_giou_1: 0.4115 loss_ce_2: 0.3907 loss_bbox_2: 0.238 loss_giou_2: 0.3818 loss_ce_3: 0.3637 loss_bbox_3: 0.2274 loss_giou_3: 0.3698 loss_ce_4: 0.3489 loss_bbox_4: 0.2187 loss_giou_4: 0.3605 time: 0.2802 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:52] d2.utils.events INFO: eta: 1 day, 3:27:18 iter: 99339 total_loss: 6.244 loss_ce: 0.3425 loss_bbox: 0.2062 loss_giou: 0.3583 loss_ce_0: 0.5417 loss_bbox_0: 0.3422 loss_giou_0: 0.5488 loss_ce_1: 0.4367 loss_bbox_1: 0.2286 loss_giou_1: 0.4052 loss_ce_2: 0.3843 loss_bbox_2: 0.2105 loss_giou_2: 0.3763 loss_ce_3: 0.3611 loss_bbox_3: 0.2113 loss_giou_3: 0.3666 loss_ce_4: 0.3501 loss_bbox_4: 0.2075 loss_giou_4: 0.364 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 21:17:57] d2.utils.events INFO: eta: 1 day, 3:27:35 iter: 99359 total_loss: 5.93 loss_ce: 0.3273 loss_bbox: 0.2043 loss_giou: 0.3476 loss_ce_0: 0.5262 loss_bbox_0: 0.3382 loss_giou_0: 0.5297 loss_ce_1: 0.423 loss_bbox_1: 0.2308 loss_giou_1: 0.3754 loss_ce_2: 0.3634 loss_bbox_2: 0.212 loss_giou_2: 0.3536 loss_ce_3: 0.3367 loss_bbox_3: 0.208 loss_giou_3: 0.3486 loss_ce_4: 0.3297 loss_bbox_4: 0.2034 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:03] d2.utils.events INFO: eta: 1 day, 3:27:06 iter: 99379 total_loss: 6.107 loss_ce: 0.3253 loss_bbox: 0.2019 loss_giou: 0.3625 loss_ce_0: 0.5204 loss_bbox_0: 0.3476 loss_giou_0: 0.5486 loss_ce_1: 0.4245 loss_bbox_1: 0.2315 loss_giou_1: 0.4087 loss_ce_2: 0.3644 loss_bbox_2: 0.2162 loss_giou_2: 0.3768 loss_ce_3: 0.3324 loss_bbox_3: 0.2121 loss_giou_3: 0.3733 loss_ce_4: 0.3286 loss_bbox_4: 0.2056 loss_giou_4: 0.3686 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:09] d2.utils.events INFO: eta: 1 day, 3:26:44 iter: 99399 total_loss: 6.594 loss_ce: 0.3594 loss_bbox: 0.1992 loss_giou: 0.3681 loss_ce_0: 0.5564 loss_bbox_0: 0.3411 loss_giou_0: 0.5605 loss_ce_1: 0.4558 loss_bbox_1: 0.2411 loss_giou_1: 0.4205 loss_ce_2: 0.393 loss_bbox_2: 0.219 loss_giou_2: 0.3985 loss_ce_3: 0.3728 loss_bbox_3: 0.2115 loss_giou_3: 0.3808 loss_ce_4: 0.3623 loss_bbox_4: 0.2057 loss_giou_4: 0.3708 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:14] d2.utils.events INFO: eta: 1 day, 3:26:54 iter: 99419 total_loss: 6.141 loss_ce: 0.3402 loss_bbox: 0.2088 loss_giou: 0.3495 loss_ce_0: 0.5201 loss_bbox_0: 0.3483 loss_giou_0: 0.5638 loss_ce_1: 0.443 loss_bbox_1: 0.2351 loss_giou_1: 0.4052 loss_ce_2: 0.3725 loss_bbox_2: 0.2189 loss_giou_2: 0.3654 loss_ce_3: 0.348 loss_bbox_3: 0.2169 loss_giou_3: 0.3593 loss_ce_4: 0.3419 loss_bbox_4: 0.2104 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:20] d2.utils.events INFO: eta: 1 day, 3:26:10 iter: 99439 total_loss: 6.584 loss_ce: 0.3507 loss_bbox: 0.2184 loss_giou: 0.3693 loss_ce_0: 0.5458 loss_bbox_0: 0.3584 loss_giou_0: 0.5669 loss_ce_1: 0.4456 loss_bbox_1: 0.2451 loss_giou_1: 0.4158 loss_ce_2: 0.3861 loss_bbox_2: 0.2293 loss_giou_2: 0.3856 loss_ce_3: 0.36 loss_bbox_3: 0.2208 loss_giou_3: 0.3781 loss_ce_4: 0.3568 loss_bbox_4: 0.217 loss_giou_4: 0.3739 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:26] d2.utils.events INFO: eta: 1 day, 3:27:03 iter: 99459 total_loss: 6.258 loss_ce: 0.3437 loss_bbox: 0.2009 loss_giou: 0.3592 loss_ce_0: 0.5372 loss_bbox_0: 0.3498 loss_giou_0: 0.5682 loss_ce_1: 0.4363 loss_bbox_1: 0.2429 loss_giou_1: 0.416 loss_ce_2: 0.3769 loss_bbox_2: 0.2195 loss_giou_2: 0.3911 loss_ce_3: 0.3481 loss_bbox_3: 0.2082 loss_giou_3: 0.3776 loss_ce_4: 0.3366 loss_bbox_4: 0.2042 loss_giou_4: 0.364 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:31] d2.utils.events INFO: eta: 1 day, 3:27:02 iter: 99479 total_loss: 6.332 loss_ce: 0.3353 loss_bbox: 0.2088 loss_giou: 0.3589 loss_ce_0: 0.5376 loss_bbox_0: 0.3389 loss_giou_0: 0.5561 loss_ce_1: 0.4256 loss_bbox_1: 0.2363 loss_giou_1: 0.4096 loss_ce_2: 0.3728 loss_bbox_2: 0.2198 loss_giou_2: 0.3711 loss_ce_3: 0.3513 loss_bbox_3: 0.2101 loss_giou_3: 0.3667 loss_ce_4: 0.3424 loss_bbox_4: 0.2036 loss_giou_4: 0.3592 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:37] d2.utils.events INFO: eta: 1 day, 3:27:27 iter: 99499 total_loss: 6.337 loss_ce: 0.3448 loss_bbox: 0.2069 loss_giou: 0.3642 loss_ce_0: 0.5394 loss_bbox_0: 0.3369 loss_giou_0: 0.5479 loss_ce_1: 0.4386 loss_bbox_1: 0.2334 loss_giou_1: 0.4178 loss_ce_2: 0.3794 loss_bbox_2: 0.2144 loss_giou_2: 0.384 loss_ce_3: 0.3536 loss_bbox_3: 0.2173 loss_giou_3: 0.3699 loss_ce_4: 0.3442 loss_bbox_4: 0.2116 loss_giou_4: 0.3682 time: 0.2802 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:43] d2.utils.events INFO: eta: 1 day, 3:27:52 iter: 99519 total_loss: 6.165 loss_ce: 0.3354 loss_bbox: 0.2163 loss_giou: 0.348 loss_ce_0: 0.545 loss_bbox_0: 0.3425 loss_giou_0: 0.518 loss_ce_1: 0.4456 loss_bbox_1: 0.2457 loss_giou_1: 0.384 loss_ce_2: 0.3785 loss_bbox_2: 0.2363 loss_giou_2: 0.3529 loss_ce_3: 0.348 loss_bbox_3: 0.2238 loss_giou_3: 0.3483 loss_ce_4: 0.3365 loss_bbox_4: 0.2223 loss_giou_4: 0.3499 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:49] d2.utils.events INFO: eta: 1 day, 3:27:55 iter: 99539 total_loss: 6.197 loss_ce: 0.3262 loss_bbox: 0.2032 loss_giou: 0.3562 loss_ce_0: 0.5437 loss_bbox_0: 0.3404 loss_giou_0: 0.5245 loss_ce_1: 0.433 loss_bbox_1: 0.2315 loss_giou_1: 0.4088 loss_ce_2: 0.3605 loss_bbox_2: 0.2111 loss_giou_2: 0.3601 loss_ce_3: 0.3277 loss_bbox_3: 0.2037 loss_giou_3: 0.3562 loss_ce_4: 0.3212 loss_bbox_4: 0.2064 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 21:18:54] d2.utils.events INFO: eta: 1 day, 3:27:48 iter: 99559 total_loss: 6.06 loss_ce: 0.3362 loss_bbox: 0.2007 loss_giou: 0.3495 loss_ce_0: 0.5223 loss_bbox_0: 0.3307 loss_giou_0: 0.5529 loss_ce_1: 0.4257 loss_bbox_1: 0.2329 loss_giou_1: 0.4068 loss_ce_2: 0.3661 loss_bbox_2: 0.2176 loss_giou_2: 0.3726 loss_ce_3: 0.3447 loss_bbox_3: 0.2108 loss_giou_3: 0.3652 loss_ce_4: 0.3399 loss_bbox_4: 0.2018 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:00] d2.utils.events INFO: eta: 1 day, 3:27:27 iter: 99579 total_loss: 6.114 loss_ce: 0.3427 loss_bbox: 0.1998 loss_giou: 0.3642 loss_ce_0: 0.5316 loss_bbox_0: 0.3379 loss_giou_0: 0.5441 loss_ce_1: 0.4401 loss_bbox_1: 0.2251 loss_giou_1: 0.4221 loss_ce_2: 0.3819 loss_bbox_2: 0.2072 loss_giou_2: 0.3921 loss_ce_3: 0.3534 loss_bbox_3: 0.2063 loss_giou_3: 0.3768 loss_ce_4: 0.3486 loss_bbox_4: 0.2011 loss_giou_4: 0.3663 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:06] d2.utils.events INFO: eta: 1 day, 3:27:38 iter: 99599 total_loss: 6.252 loss_ce: 0.3598 loss_bbox: 0.2106 loss_giou: 0.3416 loss_ce_0: 0.5446 loss_bbox_0: 0.3518 loss_giou_0: 0.5126 loss_ce_1: 0.4488 loss_bbox_1: 0.2481 loss_giou_1: 0.3977 loss_ce_2: 0.3887 loss_bbox_2: 0.2254 loss_giou_2: 0.3661 loss_ce_3: 0.3709 loss_bbox_3: 0.2128 loss_giou_3: 0.3526 loss_ce_4: 0.3582 loss_bbox_4: 0.2128 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:12] d2.utils.events INFO: eta: 1 day, 3:27:24 iter: 99619 total_loss: 6.44 loss_ce: 0.3524 loss_bbox: 0.2178 loss_giou: 0.3852 loss_ce_0: 0.5408 loss_bbox_0: 0.3641 loss_giou_0: 0.5662 loss_ce_1: 0.4486 loss_bbox_1: 0.2558 loss_giou_1: 0.4341 loss_ce_2: 0.3902 loss_bbox_2: 0.2277 loss_giou_2: 0.3998 loss_ce_3: 0.3679 loss_bbox_3: 0.2253 loss_giou_3: 0.3902 loss_ce_4: 0.3541 loss_bbox_4: 0.2205 loss_giou_4: 0.3843 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:18] d2.utils.events INFO: eta: 1 day, 3:27:38 iter: 99639 total_loss: 6.419 loss_ce: 0.3389 loss_bbox: 0.2084 loss_giou: 0.3859 loss_ce_0: 0.5242 loss_bbox_0: 0.3553 loss_giou_0: 0.5925 loss_ce_1: 0.4217 loss_bbox_1: 0.2476 loss_giou_1: 0.4526 loss_ce_2: 0.3757 loss_bbox_2: 0.2211 loss_giou_2: 0.4041 loss_ce_3: 0.3494 loss_bbox_3: 0.2165 loss_giou_3: 0.391 loss_ce_4: 0.3426 loss_bbox_4: 0.2074 loss_giou_4: 0.3883 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:23] d2.utils.events INFO: eta: 1 day, 3:27:50 iter: 99659 total_loss: 6.129 loss_ce: 0.3491 loss_bbox: 0.2158 loss_giou: 0.3439 loss_ce_0: 0.5343 loss_bbox_0: 0.3399 loss_giou_0: 0.5405 loss_ce_1: 0.4473 loss_bbox_1: 0.2553 loss_giou_1: 0.388 loss_ce_2: 0.3886 loss_bbox_2: 0.2264 loss_giou_2: 0.3574 loss_ce_3: 0.3604 loss_bbox_3: 0.2179 loss_giou_3: 0.3436 loss_ce_4: 0.3526 loss_bbox_4: 0.2158 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:29] d2.utils.events INFO: eta: 1 day, 3:28:12 iter: 99679 total_loss: 6.095 loss_ce: 0.3312 loss_bbox: 0.1954 loss_giou: 0.3653 loss_ce_0: 0.5285 loss_bbox_0: 0.3355 loss_giou_0: 0.5607 loss_ce_1: 0.4317 loss_bbox_1: 0.2327 loss_giou_1: 0.4229 loss_ce_2: 0.3653 loss_bbox_2: 0.2072 loss_giou_2: 0.3884 loss_ce_3: 0.3343 loss_bbox_3: 0.203 loss_giou_3: 0.3736 loss_ce_4: 0.3292 loss_bbox_4: 0.1952 loss_giou_4: 0.369 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:35] d2.utils.events INFO: eta: 1 day, 3:28:06 iter: 99699 total_loss: 6.099 loss_ce: 0.3469 loss_bbox: 0.2024 loss_giou: 0.3666 loss_ce_0: 0.5154 loss_bbox_0: 0.3435 loss_giou_0: 0.5398 loss_ce_1: 0.4205 loss_bbox_1: 0.2377 loss_giou_1: 0.4102 loss_ce_2: 0.3702 loss_bbox_2: 0.2206 loss_giou_2: 0.3828 loss_ce_3: 0.3457 loss_bbox_3: 0.2087 loss_giou_3: 0.3765 loss_ce_4: 0.3369 loss_bbox_4: 0.2034 loss_giou_4: 0.3721 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:40] d2.utils.events INFO: eta: 1 day, 3:28:09 iter: 99719 total_loss: 6.22 loss_ce: 0.335 loss_bbox: 0.1994 loss_giou: 0.3582 loss_ce_0: 0.5469 loss_bbox_0: 0.3428 loss_giou_0: 0.5335 loss_ce_1: 0.4244 loss_bbox_1: 0.2396 loss_giou_1: 0.3992 loss_ce_2: 0.3779 loss_bbox_2: 0.214 loss_giou_2: 0.3626 loss_ce_3: 0.3506 loss_bbox_3: 0.2021 loss_giou_3: 0.3576 loss_ce_4: 0.3362 loss_bbox_4: 0.1976 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:46] d2.utils.events INFO: eta: 1 day, 3:27:23 iter: 99739 total_loss: 6.442 loss_ce: 0.3767 loss_bbox: 0.1978 loss_giou: 0.3714 loss_ce_0: 0.5613 loss_bbox_0: 0.3434 loss_giou_0: 0.5685 loss_ce_1: 0.4873 loss_bbox_1: 0.2331 loss_giou_1: 0.4311 loss_ce_2: 0.407 loss_bbox_2: 0.2163 loss_giou_2: 0.3888 loss_ce_3: 0.3805 loss_bbox_3: 0.2085 loss_giou_3: 0.3775 loss_ce_4: 0.3781 loss_bbox_4: 0.1978 loss_giou_4: 0.3682 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:52] d2.utils.events INFO: eta: 1 day, 3:27:18 iter: 99759 total_loss: 6.001 loss_ce: 0.3074 loss_bbox: 0.202 loss_giou: 0.3573 loss_ce_0: 0.5358 loss_bbox_0: 0.3427 loss_giou_0: 0.5352 loss_ce_1: 0.4237 loss_bbox_1: 0.2311 loss_giou_1: 0.4009 loss_ce_2: 0.3475 loss_bbox_2: 0.2142 loss_giou_2: 0.3713 loss_ce_3: 0.318 loss_bbox_3: 0.201 loss_giou_3: 0.3647 loss_ce_4: 0.3111 loss_bbox_4: 0.201 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 21:19:58] d2.utils.events INFO: eta: 1 day, 3:27:38 iter: 99779 total_loss: 6.452 loss_ce: 0.351 loss_bbox: 0.2241 loss_giou: 0.3722 loss_ce_0: 0.5361 loss_bbox_0: 0.3556 loss_giou_0: 0.5783 loss_ce_1: 0.4369 loss_bbox_1: 0.2545 loss_giou_1: 0.4347 loss_ce_2: 0.3894 loss_bbox_2: 0.2402 loss_giou_2: 0.3983 loss_ce_3: 0.3602 loss_bbox_3: 0.2289 loss_giou_3: 0.3819 loss_ce_4: 0.3505 loss_bbox_4: 0.227 loss_giou_4: 0.3787 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:03] d2.utils.events INFO: eta: 1 day, 3:27:58 iter: 99799 total_loss: 6.274 loss_ce: 0.3398 loss_bbox: 0.1988 loss_giou: 0.3461 loss_ce_0: 0.5284 loss_bbox_0: 0.3534 loss_giou_0: 0.5386 loss_ce_1: 0.4454 loss_bbox_1: 0.2298 loss_giou_1: 0.3999 loss_ce_2: 0.3689 loss_bbox_2: 0.2111 loss_giou_2: 0.3601 loss_ce_3: 0.3515 loss_bbox_3: 0.2093 loss_giou_3: 0.3495 loss_ce_4: 0.3429 loss_bbox_4: 0.206 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:09] d2.utils.events INFO: eta: 1 day, 3:27:52 iter: 99819 total_loss: 6.506 loss_ce: 0.3462 loss_bbox: 0.2135 loss_giou: 0.3825 loss_ce_0: 0.5393 loss_bbox_0: 0.3491 loss_giou_0: 0.5771 loss_ce_1: 0.4501 loss_bbox_1: 0.2472 loss_giou_1: 0.439 loss_ce_2: 0.3874 loss_bbox_2: 0.2225 loss_giou_2: 0.4025 loss_ce_3: 0.3492 loss_bbox_3: 0.2173 loss_giou_3: 0.3827 loss_ce_4: 0.3444 loss_bbox_4: 0.2162 loss_giou_4: 0.3848 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:15] d2.utils.events INFO: eta: 1 day, 3:27:46 iter: 99839 total_loss: 6.128 loss_ce: 0.338 loss_bbox: 0.1932 loss_giou: 0.3509 loss_ce_0: 0.5237 loss_bbox_0: 0.3283 loss_giou_0: 0.5587 loss_ce_1: 0.4163 loss_bbox_1: 0.2266 loss_giou_1: 0.4046 loss_ce_2: 0.3659 loss_bbox_2: 0.2063 loss_giou_2: 0.3677 loss_ce_3: 0.3449 loss_bbox_3: 0.1998 loss_giou_3: 0.3585 loss_ce_4: 0.3435 loss_bbox_4: 0.1984 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:20] d2.utils.events INFO: eta: 1 day, 3:27:40 iter: 99859 total_loss: 6.419 loss_ce: 0.3381 loss_bbox: 0.2093 loss_giou: 0.3665 loss_ce_0: 0.5402 loss_bbox_0: 0.3403 loss_giou_0: 0.575 loss_ce_1: 0.4365 loss_bbox_1: 0.2394 loss_giou_1: 0.4231 loss_ce_2: 0.3691 loss_bbox_2: 0.2155 loss_giou_2: 0.376 loss_ce_3: 0.3473 loss_bbox_3: 0.2085 loss_giou_3: 0.366 loss_ce_4: 0.3404 loss_bbox_4: 0.2105 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:26] d2.utils.events INFO: eta: 1 day, 3:27:38 iter: 99879 total_loss: 6.453 loss_ce: 0.3555 loss_bbox: 0.2144 loss_giou: 0.3759 loss_ce_0: 0.5508 loss_bbox_0: 0.3571 loss_giou_0: 0.5635 loss_ce_1: 0.4514 loss_bbox_1: 0.2462 loss_giou_1: 0.4177 loss_ce_2: 0.3799 loss_bbox_2: 0.2193 loss_giou_2: 0.3945 loss_ce_3: 0.3628 loss_bbox_3: 0.2183 loss_giou_3: 0.3861 loss_ce_4: 0.3526 loss_bbox_4: 0.2134 loss_giou_4: 0.3777 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:32] d2.utils.events INFO: eta: 1 day, 3:27:52 iter: 99899 total_loss: 6.489 loss_ce: 0.3615 loss_bbox: 0.1877 loss_giou: 0.3827 loss_ce_0: 0.5597 loss_bbox_0: 0.3447 loss_giou_0: 0.6052 loss_ce_1: 0.4478 loss_bbox_1: 0.2337 loss_giou_1: 0.439 loss_ce_2: 0.3874 loss_bbox_2: 0.203 loss_giou_2: 0.3968 loss_ce_3: 0.3691 loss_bbox_3: 0.1876 loss_giou_3: 0.3838 loss_ce_4: 0.3615 loss_bbox_4: 0.1919 loss_giou_4: 0.3887 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:38] d2.utils.events INFO: eta: 1 day, 3:28:23 iter: 99919 total_loss: 6.602 loss_ce: 0.3623 loss_bbox: 0.215 loss_giou: 0.3783 loss_ce_0: 0.5338 loss_bbox_0: 0.3498 loss_giou_0: 0.5723 loss_ce_1: 0.4458 loss_bbox_1: 0.2477 loss_giou_1: 0.4393 loss_ce_2: 0.3903 loss_bbox_2: 0.226 loss_giou_2: 0.4011 loss_ce_3: 0.3595 loss_bbox_3: 0.2243 loss_giou_3: 0.3894 loss_ce_4: 0.357 loss_bbox_4: 0.2168 loss_giou_4: 0.3843 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:43] d2.utils.events INFO: eta: 1 day, 3:28:37 iter: 99939 total_loss: 6.452 loss_ce: 0.3528 loss_bbox: 0.217 loss_giou: 0.3658 loss_ce_0: 0.5396 loss_bbox_0: 0.3668 loss_giou_0: 0.5525 loss_ce_1: 0.4444 loss_bbox_1: 0.2509 loss_giou_1: 0.4229 loss_ce_2: 0.387 loss_bbox_2: 0.2257 loss_giou_2: 0.3862 loss_ce_3: 0.3586 loss_bbox_3: 0.2166 loss_giou_3: 0.377 loss_ce_4: 0.3526 loss_bbox_4: 0.2169 loss_giou_4: 0.3741 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:49] d2.utils.events INFO: eta: 1 day, 3:28:11 iter: 99959 total_loss: 6.116 loss_ce: 0.3378 loss_bbox: 0.2002 loss_giou: 0.3769 loss_ce_0: 0.5263 loss_bbox_0: 0.3324 loss_giou_0: 0.5448 loss_ce_1: 0.4306 loss_bbox_1: 0.2271 loss_giou_1: 0.4069 loss_ce_2: 0.3743 loss_bbox_2: 0.209 loss_giou_2: 0.3782 loss_ce_3: 0.3422 loss_bbox_3: 0.204 loss_giou_3: 0.3784 loss_ce_4: 0.331 loss_bbox_4: 0.2023 loss_giou_4: 0.3733 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 21:20:55] d2.utils.events INFO: eta: 1 day, 3:27:59 iter: 99979 total_loss: 6.062 loss_ce: 0.3363 loss_bbox: 0.2033 loss_giou: 0.362 loss_ce_0: 0.5196 loss_bbox_0: 0.342 loss_giou_0: 0.5449 loss_ce_1: 0.4289 loss_bbox_1: 0.2353 loss_giou_1: 0.4092 loss_ce_2: 0.375 loss_bbox_2: 0.2167 loss_giou_2: 0.3829 loss_ce_3: 0.3476 loss_bbox_3: 0.2099 loss_giou_3: 0.369 loss_ce_4: 0.3425 loss_bbox_4: 0.2024 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:00] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0099999.pth [11/02 21:21:02] d2.utils.events INFO: eta: 1 day, 3:27:40 iter: 99999 total_loss: 6.115 loss_ce: 0.3455 loss_bbox: 0.2047 loss_giou: 0.3542 loss_ce_0: 0.5392 loss_bbox_0: 0.3618 loss_giou_0: 0.5715 loss_ce_1: 0.4352 loss_bbox_1: 0.2503 loss_giou_1: 0.4137 loss_ce_2: 0.381 loss_bbox_2: 0.2238 loss_giou_2: 0.3639 loss_ce_3: 0.353 loss_bbox_3: 0.2115 loss_giou_3: 0.36 loss_ce_4: 0.35 loss_bbox_4: 0.2056 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:08] d2.utils.events INFO: eta: 1 day, 3:27:49 iter: 100019 total_loss: 6.139 loss_ce: 0.3312 loss_bbox: 0.2049 loss_giou: 0.361 loss_ce_0: 0.5205 loss_bbox_0: 0.3368 loss_giou_0: 0.5608 loss_ce_1: 0.428 loss_bbox_1: 0.235 loss_giou_1: 0.4162 loss_ce_2: 0.3536 loss_bbox_2: 0.2184 loss_giou_2: 0.3852 loss_ce_3: 0.3283 loss_bbox_3: 0.2071 loss_giou_3: 0.3693 loss_ce_4: 0.3267 loss_bbox_4: 0.2061 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:14] d2.utils.events INFO: eta: 1 day, 3:27:19 iter: 100039 total_loss: 6.562 loss_ce: 0.3727 loss_bbox: 0.2081 loss_giou: 0.364 loss_ce_0: 0.5539 loss_bbox_0: 0.351 loss_giou_0: 0.5715 loss_ce_1: 0.4578 loss_bbox_1: 0.2417 loss_giou_1: 0.4242 loss_ce_2: 0.4024 loss_bbox_2: 0.2197 loss_giou_2: 0.3854 loss_ce_3: 0.3713 loss_bbox_3: 0.2136 loss_giou_3: 0.3707 loss_ce_4: 0.3665 loss_bbox_4: 0.2119 loss_giou_4: 0.3702 time: 0.2802 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:20] d2.utils.events INFO: eta: 1 day, 3:27:04 iter: 100059 total_loss: 6.426 loss_ce: 0.3357 loss_bbox: 0.2126 loss_giou: 0.3845 loss_ce_0: 0.5382 loss_bbox_0: 0.3631 loss_giou_0: 0.5678 loss_ce_1: 0.4376 loss_bbox_1: 0.2511 loss_giou_1: 0.4337 loss_ce_2: 0.3796 loss_bbox_2: 0.2284 loss_giou_2: 0.3975 loss_ce_3: 0.3539 loss_bbox_3: 0.2185 loss_giou_3: 0.393 loss_ce_4: 0.3448 loss_bbox_4: 0.215 loss_giou_4: 0.3858 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:25] d2.utils.events INFO: eta: 1 day, 3:26:31 iter: 100079 total_loss: 5.999 loss_ce: 0.3595 loss_bbox: 0.2111 loss_giou: 0.3146 loss_ce_0: 0.5418 loss_bbox_0: 0.3606 loss_giou_0: 0.4968 loss_ce_1: 0.4462 loss_bbox_1: 0.252 loss_giou_1: 0.3629 loss_ce_2: 0.3849 loss_bbox_2: 0.2282 loss_giou_2: 0.3281 loss_ce_3: 0.3586 loss_bbox_3: 0.2154 loss_giou_3: 0.3223 loss_ce_4: 0.3514 loss_bbox_4: 0.2104 loss_giou_4: 0.3213 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:31] d2.utils.events INFO: eta: 1 day, 3:25:36 iter: 100099 total_loss: 6.343 loss_ce: 0.3416 loss_bbox: 0.208 loss_giou: 0.3671 loss_ce_0: 0.5351 loss_bbox_0: 0.3588 loss_giou_0: 0.5751 loss_ce_1: 0.4388 loss_bbox_1: 0.2533 loss_giou_1: 0.4227 loss_ce_2: 0.3818 loss_bbox_2: 0.2242 loss_giou_2: 0.3909 loss_ce_3: 0.352 loss_bbox_3: 0.2154 loss_giou_3: 0.3787 loss_ce_4: 0.3414 loss_bbox_4: 0.2119 loss_giou_4: 0.3725 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:36] d2.utils.events INFO: eta: 1 day, 3:25:20 iter: 100119 total_loss: 6.417 loss_ce: 0.3505 loss_bbox: 0.2078 loss_giou: 0.3708 loss_ce_0: 0.553 loss_bbox_0: 0.3545 loss_giou_0: 0.5459 loss_ce_1: 0.4472 loss_bbox_1: 0.2446 loss_giou_1: 0.4052 loss_ce_2: 0.3841 loss_bbox_2: 0.2202 loss_giou_2: 0.3847 loss_ce_3: 0.3565 loss_bbox_3: 0.2139 loss_giou_3: 0.3761 loss_ce_4: 0.3531 loss_bbox_4: 0.2099 loss_giou_4: 0.3697 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:42] d2.utils.events INFO: eta: 1 day, 3:25:09 iter: 100139 total_loss: 6.568 loss_ce: 0.3368 loss_bbox: 0.2071 loss_giou: 0.3826 loss_ce_0: 0.5285 loss_bbox_0: 0.3499 loss_giou_0: 0.5477 loss_ce_1: 0.4433 loss_bbox_1: 0.2397 loss_giou_1: 0.4317 loss_ce_2: 0.3774 loss_bbox_2: 0.2166 loss_giou_2: 0.4035 loss_ce_3: 0.3518 loss_bbox_3: 0.2078 loss_giou_3: 0.3878 loss_ce_4: 0.3401 loss_bbox_4: 0.2066 loss_giou_4: 0.3822 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:48] d2.utils.events INFO: eta: 1 day, 3:24:36 iter: 100159 total_loss: 6.35 loss_ce: 0.3336 loss_bbox: 0.2136 loss_giou: 0.367 loss_ce_0: 0.5385 loss_bbox_0: 0.3494 loss_giou_0: 0.5515 loss_ce_1: 0.4326 loss_bbox_1: 0.2382 loss_giou_1: 0.4125 loss_ce_2: 0.3614 loss_bbox_2: 0.2222 loss_giou_2: 0.3839 loss_ce_3: 0.3398 loss_bbox_3: 0.2231 loss_giou_3: 0.3753 loss_ce_4: 0.3351 loss_bbox_4: 0.22 loss_giou_4: 0.3673 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:53] d2.utils.events INFO: eta: 1 day, 3:24:31 iter: 100179 total_loss: 6.395 loss_ce: 0.3641 loss_bbox: 0.215 loss_giou: 0.3618 loss_ce_0: 0.5512 loss_bbox_0: 0.3416 loss_giou_0: 0.5513 loss_ce_1: 0.4438 loss_bbox_1: 0.2516 loss_giou_1: 0.4098 loss_ce_2: 0.3924 loss_bbox_2: 0.2209 loss_giou_2: 0.3791 loss_ce_3: 0.3763 loss_bbox_3: 0.2142 loss_giou_3: 0.3681 loss_ce_4: 0.3704 loss_bbox_4: 0.2124 loss_giou_4: 0.3633 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:21:59] d2.utils.events INFO: eta: 1 day, 3:24:02 iter: 100199 total_loss: 6.135 loss_ce: 0.3396 loss_bbox: 0.1907 loss_giou: 0.352 loss_ce_0: 0.5229 loss_bbox_0: 0.3412 loss_giou_0: 0.5616 loss_ce_1: 0.4357 loss_bbox_1: 0.2189 loss_giou_1: 0.4105 loss_ce_2: 0.3678 loss_bbox_2: 0.2044 loss_giou_2: 0.3738 loss_ce_3: 0.3548 loss_bbox_3: 0.1937 loss_giou_3: 0.3568 loss_ce_4: 0.3455 loss_bbox_4: 0.1873 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:05] d2.utils.events INFO: eta: 1 day, 3:23:17 iter: 100219 total_loss: 6.53 loss_ce: 0.3841 loss_bbox: 0.2053 loss_giou: 0.3875 loss_ce_0: 0.5554 loss_bbox_0: 0.3499 loss_giou_0: 0.5937 loss_ce_1: 0.4607 loss_bbox_1: 0.2351 loss_giou_1: 0.4257 loss_ce_2: 0.4027 loss_bbox_2: 0.2164 loss_giou_2: 0.4009 loss_ce_3: 0.3859 loss_bbox_3: 0.2096 loss_giou_3: 0.4012 loss_ce_4: 0.3805 loss_bbox_4: 0.2089 loss_giou_4: 0.3891 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:11] d2.utils.events INFO: eta: 1 day, 3:23:09 iter: 100239 total_loss: 6.497 loss_ce: 0.3668 loss_bbox: 0.1948 loss_giou: 0.3682 loss_ce_0: 0.5574 loss_bbox_0: 0.3334 loss_giou_0: 0.5804 loss_ce_1: 0.4595 loss_bbox_1: 0.2218 loss_giou_1: 0.4297 loss_ce_2: 0.405 loss_bbox_2: 0.2004 loss_giou_2: 0.3906 loss_ce_3: 0.3762 loss_bbox_3: 0.1976 loss_giou_3: 0.3751 loss_ce_4: 0.3731 loss_bbox_4: 0.1944 loss_giou_4: 0.3698 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:16] d2.utils.events INFO: eta: 1 day, 3:23:06 iter: 100259 total_loss: 5.981 loss_ce: 0.3215 loss_bbox: 0.1721 loss_giou: 0.3495 loss_ce_0: 0.515 loss_bbox_0: 0.3192 loss_giou_0: 0.5425 loss_ce_1: 0.4152 loss_bbox_1: 0.211 loss_giou_1: 0.3908 loss_ce_2: 0.3495 loss_bbox_2: 0.1864 loss_giou_2: 0.3563 loss_ce_3: 0.3224 loss_bbox_3: 0.1752 loss_giou_3: 0.3517 loss_ce_4: 0.3188 loss_bbox_4: 0.1743 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:22] d2.utils.events INFO: eta: 1 day, 3:22:58 iter: 100279 total_loss: 6.164 loss_ce: 0.3446 loss_bbox: 0.1913 loss_giou: 0.3479 loss_ce_0: 0.522 loss_bbox_0: 0.3413 loss_giou_0: 0.5288 loss_ce_1: 0.4305 loss_bbox_1: 0.2371 loss_giou_1: 0.4106 loss_ce_2: 0.3731 loss_bbox_2: 0.209 loss_giou_2: 0.37 loss_ce_3: 0.3494 loss_bbox_3: 0.2028 loss_giou_3: 0.3574 loss_ce_4: 0.3422 loss_bbox_4: 0.1958 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:28] d2.utils.events INFO: eta: 1 day, 3:22:25 iter: 100299 total_loss: 6.48 loss_ce: 0.3441 loss_bbox: 0.1999 loss_giou: 0.3744 loss_ce_0: 0.5516 loss_bbox_0: 0.3504 loss_giou_0: 0.578 loss_ce_1: 0.4442 loss_bbox_1: 0.2454 loss_giou_1: 0.4392 loss_ce_2: 0.3825 loss_bbox_2: 0.2223 loss_giou_2: 0.3972 loss_ce_3: 0.3511 loss_bbox_3: 0.2104 loss_giou_3: 0.3811 loss_ce_4: 0.3448 loss_bbox_4: 0.2023 loss_giou_4: 0.3787 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:33] d2.utils.events INFO: eta: 1 day, 3:22:17 iter: 100319 total_loss: 6.068 loss_ce: 0.3375 loss_bbox: 0.1943 loss_giou: 0.3355 loss_ce_0: 0.5183 loss_bbox_0: 0.3276 loss_giou_0: 0.5123 loss_ce_1: 0.4332 loss_bbox_1: 0.233 loss_giou_1: 0.3885 loss_ce_2: 0.3672 loss_bbox_2: 0.2133 loss_giou_2: 0.3579 loss_ce_3: 0.3507 loss_bbox_3: 0.206 loss_giou_3: 0.3464 loss_ce_4: 0.3342 loss_bbox_4: 0.1941 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:39] d2.utils.events INFO: eta: 1 day, 3:22:04 iter: 100339 total_loss: 6.463 loss_ce: 0.3469 loss_bbox: 0.209 loss_giou: 0.3752 loss_ce_0: 0.5268 loss_bbox_0: 0.3523 loss_giou_0: 0.575 loss_ce_1: 0.4382 loss_bbox_1: 0.2467 loss_giou_1: 0.4138 loss_ce_2: 0.3825 loss_bbox_2: 0.2204 loss_giou_2: 0.3865 loss_ce_3: 0.3518 loss_bbox_3: 0.2146 loss_giou_3: 0.3788 loss_ce_4: 0.3502 loss_bbox_4: 0.211 loss_giou_4: 0.3779 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:45] d2.utils.events INFO: eta: 1 day, 3:21:28 iter: 100359 total_loss: 6.167 loss_ce: 0.3308 loss_bbox: 0.2038 loss_giou: 0.3434 loss_ce_0: 0.5189 loss_bbox_0: 0.3383 loss_giou_0: 0.5356 loss_ce_1: 0.4232 loss_bbox_1: 0.2435 loss_giou_1: 0.4076 loss_ce_2: 0.3686 loss_bbox_2: 0.2191 loss_giou_2: 0.365 loss_ce_3: 0.3382 loss_bbox_3: 0.2203 loss_giou_3: 0.3523 loss_ce_4: 0.3325 loss_bbox_4: 0.2091 loss_giou_4: 0.3446 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:50] d2.utils.events INFO: eta: 1 day, 3:21:22 iter: 100379 total_loss: 6.148 loss_ce: 0.3465 loss_bbox: 0.1971 loss_giou: 0.3636 loss_ce_0: 0.5619 loss_bbox_0: 0.3587 loss_giou_0: 0.5638 loss_ce_1: 0.444 loss_bbox_1: 0.2417 loss_giou_1: 0.4172 loss_ce_2: 0.3773 loss_bbox_2: 0.2102 loss_giou_2: 0.3832 loss_ce_3: 0.366 loss_bbox_3: 0.2 loss_giou_3: 0.3672 loss_ce_4: 0.3425 loss_bbox_4: 0.1971 loss_giou_4: 0.3607 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:22:56] d2.utils.events INFO: eta: 1 day, 3:21:45 iter: 100399 total_loss: 6.31 loss_ce: 0.348 loss_bbox: 0.1954 loss_giou: 0.3584 loss_ce_0: 0.547 loss_bbox_0: 0.3465 loss_giou_0: 0.5379 loss_ce_1: 0.4419 loss_bbox_1: 0.2324 loss_giou_1: 0.4057 loss_ce_2: 0.3925 loss_bbox_2: 0.2118 loss_giou_2: 0.3778 loss_ce_3: 0.3512 loss_bbox_3: 0.2065 loss_giou_3: 0.3679 loss_ce_4: 0.353 loss_bbox_4: 0.1965 loss_giou_4: 0.3581 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:02] d2.utils.events INFO: eta: 1 day, 3:21:47 iter: 100419 total_loss: 6.325 loss_ce: 0.3641 loss_bbox: 0.2021 loss_giou: 0.3609 loss_ce_0: 0.5405 loss_bbox_0: 0.3362 loss_giou_0: 0.553 loss_ce_1: 0.4609 loss_bbox_1: 0.2353 loss_giou_1: 0.4157 loss_ce_2: 0.394 loss_bbox_2: 0.2129 loss_giou_2: 0.3801 loss_ce_3: 0.3714 loss_bbox_3: 0.2033 loss_giou_3: 0.3708 loss_ce_4: 0.3637 loss_bbox_4: 0.2011 loss_giou_4: 0.3663 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:08] d2.utils.events INFO: eta: 1 day, 3:21:41 iter: 100439 total_loss: 6.64 loss_ce: 0.3752 loss_bbox: 0.2104 loss_giou: 0.381 loss_ce_0: 0.5604 loss_bbox_0: 0.3494 loss_giou_0: 0.5664 loss_ce_1: 0.4612 loss_bbox_1: 0.249 loss_giou_1: 0.4132 loss_ce_2: 0.3929 loss_bbox_2: 0.2309 loss_giou_2: 0.3992 loss_ce_3: 0.3766 loss_bbox_3: 0.2204 loss_giou_3: 0.3871 loss_ce_4: 0.3722 loss_bbox_4: 0.2114 loss_giou_4: 0.3792 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:13] d2.utils.events INFO: eta: 1 day, 3:21:14 iter: 100459 total_loss: 6.196 loss_ce: 0.3425 loss_bbox: 0.1946 loss_giou: 0.3593 loss_ce_0: 0.5531 loss_bbox_0: 0.326 loss_giou_0: 0.5487 loss_ce_1: 0.4488 loss_bbox_1: 0.2205 loss_giou_1: 0.4107 loss_ce_2: 0.3848 loss_bbox_2: 0.2 loss_giou_2: 0.3773 loss_ce_3: 0.3531 loss_bbox_3: 0.1975 loss_giou_3: 0.3697 loss_ce_4: 0.3426 loss_bbox_4: 0.195 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:19] d2.utils.events INFO: eta: 1 day, 3:21:22 iter: 100479 total_loss: 6.2 loss_ce: 0.3352 loss_bbox: 0.2061 loss_giou: 0.3478 loss_ce_0: 0.5329 loss_bbox_0: 0.3488 loss_giou_0: 0.5406 loss_ce_1: 0.4412 loss_bbox_1: 0.2411 loss_giou_1: 0.3872 loss_ce_2: 0.3778 loss_bbox_2: 0.219 loss_giou_2: 0.3582 loss_ce_3: 0.3508 loss_bbox_3: 0.2103 loss_giou_3: 0.3535 loss_ce_4: 0.3403 loss_bbox_4: 0.206 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:25] d2.utils.events INFO: eta: 1 day, 3:20:54 iter: 100499 total_loss: 6.3 loss_ce: 0.3479 loss_bbox: 0.2107 loss_giou: 0.3554 loss_ce_0: 0.5379 loss_bbox_0: 0.3511 loss_giou_0: 0.5246 loss_ce_1: 0.4407 loss_bbox_1: 0.2383 loss_giou_1: 0.4028 loss_ce_2: 0.3764 loss_bbox_2: 0.2099 loss_giou_2: 0.3726 loss_ce_3: 0.3542 loss_bbox_3: 0.216 loss_giou_3: 0.359 loss_ce_4: 0.3388 loss_bbox_4: 0.2117 loss_giou_4: 0.3561 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:30] d2.utils.events INFO: eta: 1 day, 3:20:30 iter: 100519 total_loss: 6.201 loss_ce: 0.3631 loss_bbox: 0.1979 loss_giou: 0.356 loss_ce_0: 0.5335 loss_bbox_0: 0.3301 loss_giou_0: 0.5516 loss_ce_1: 0.4531 loss_bbox_1: 0.2474 loss_giou_1: 0.4049 loss_ce_2: 0.3959 loss_bbox_2: 0.2132 loss_giou_2: 0.3725 loss_ce_3: 0.3669 loss_bbox_3: 0.2013 loss_giou_3: 0.3586 loss_ce_4: 0.3557 loss_bbox_4: 0.1972 loss_giou_4: 0.3597 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:36] d2.utils.events INFO: eta: 1 day, 3:20:42 iter: 100539 total_loss: 6.183 loss_ce: 0.3349 loss_bbox: 0.1956 loss_giou: 0.3742 loss_ce_0: 0.534 loss_bbox_0: 0.3257 loss_giou_0: 0.5703 loss_ce_1: 0.422 loss_bbox_1: 0.2273 loss_giou_1: 0.429 loss_ce_2: 0.3692 loss_bbox_2: 0.2043 loss_giou_2: 0.3932 loss_ce_3: 0.3482 loss_bbox_3: 0.1975 loss_giou_3: 0.3799 loss_ce_4: 0.3394 loss_bbox_4: 0.1935 loss_giou_4: 0.3765 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:42] d2.utils.events INFO: eta: 1 day, 3:20:50 iter: 100559 total_loss: 6.123 loss_ce: 0.3241 loss_bbox: 0.2054 loss_giou: 0.3667 loss_ce_0: 0.5227 loss_bbox_0: 0.3354 loss_giou_0: 0.5529 loss_ce_1: 0.4089 loss_bbox_1: 0.2313 loss_giou_1: 0.4132 loss_ce_2: 0.3559 loss_bbox_2: 0.209 loss_giou_2: 0.3814 loss_ce_3: 0.3353 loss_bbox_3: 0.2043 loss_giou_3: 0.3737 loss_ce_4: 0.3332 loss_bbox_4: 0.2055 loss_giou_4: 0.3666 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:47] d2.utils.events INFO: eta: 1 day, 3:20:59 iter: 100579 total_loss: 6.292 loss_ce: 0.3311 loss_bbox: 0.2054 loss_giou: 0.3526 loss_ce_0: 0.5335 loss_bbox_0: 0.3462 loss_giou_0: 0.5598 loss_ce_1: 0.4288 loss_bbox_1: 0.2399 loss_giou_1: 0.4166 loss_ce_2: 0.3663 loss_bbox_2: 0.2218 loss_giou_2: 0.3788 loss_ce_3: 0.346 loss_bbox_3: 0.2115 loss_giou_3: 0.3631 loss_ce_4: 0.3422 loss_bbox_4: 0.2087 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:53] d2.utils.events INFO: eta: 1 day, 3:20:48 iter: 100599 total_loss: 6.211 loss_ce: 0.3273 loss_bbox: 0.2099 loss_giou: 0.3542 loss_ce_0: 0.5381 loss_bbox_0: 0.3437 loss_giou_0: 0.5484 loss_ce_1: 0.4239 loss_bbox_1: 0.244 loss_giou_1: 0.4174 loss_ce_2: 0.369 loss_bbox_2: 0.221 loss_giou_2: 0.3787 loss_ce_3: 0.3386 loss_bbox_3: 0.2085 loss_giou_3: 0.3688 loss_ce_4: 0.3288 loss_bbox_4: 0.2119 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:23:59] d2.utils.events INFO: eta: 1 day, 3:20:33 iter: 100619 total_loss: 5.999 loss_ce: 0.3545 loss_bbox: 0.1909 loss_giou: 0.3689 loss_ce_0: 0.539 loss_bbox_0: 0.3361 loss_giou_0: 0.5535 loss_ce_1: 0.4495 loss_bbox_1: 0.236 loss_giou_1: 0.4096 loss_ce_2: 0.3899 loss_bbox_2: 0.2089 loss_giou_2: 0.3716 loss_ce_3: 0.3712 loss_bbox_3: 0.2058 loss_giou_3: 0.3655 loss_ce_4: 0.3529 loss_bbox_4: 0.1938 loss_giou_4: 0.365 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:05] d2.utils.events INFO: eta: 1 day, 3:20:32 iter: 100639 total_loss: 6.388 loss_ce: 0.3693 loss_bbox: 0.2055 loss_giou: 0.37 loss_ce_0: 0.5631 loss_bbox_0: 0.343 loss_giou_0: 0.5767 loss_ce_1: 0.4558 loss_bbox_1: 0.2412 loss_giou_1: 0.437 loss_ce_2: 0.3946 loss_bbox_2: 0.2105 loss_giou_2: 0.3941 loss_ce_3: 0.3738 loss_bbox_3: 0.2001 loss_giou_3: 0.381 loss_ce_4: 0.3731 loss_bbox_4: 0.205 loss_giou_4: 0.3736 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:10] d2.utils.events INFO: eta: 1 day, 3:20:45 iter: 100659 total_loss: 5.995 loss_ce: 0.3518 loss_bbox: 0.2084 loss_giou: 0.329 loss_ce_0: 0.5401 loss_bbox_0: 0.3494 loss_giou_0: 0.5204 loss_ce_1: 0.4306 loss_bbox_1: 0.2491 loss_giou_1: 0.3897 loss_ce_2: 0.3867 loss_bbox_2: 0.216 loss_giou_2: 0.3465 loss_ce_3: 0.3568 loss_bbox_3: 0.2147 loss_giou_3: 0.3359 loss_ce_4: 0.3444 loss_bbox_4: 0.2102 loss_giou_4: 0.3315 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:16] d2.utils.events INFO: eta: 1 day, 3:20:50 iter: 100679 total_loss: 6.338 loss_ce: 0.3625 loss_bbox: 0.2062 loss_giou: 0.3714 loss_ce_0: 0.5595 loss_bbox_0: 0.3375 loss_giou_0: 0.5439 loss_ce_1: 0.458 loss_bbox_1: 0.2369 loss_giou_1: 0.4129 loss_ce_2: 0.3999 loss_bbox_2: 0.2185 loss_giou_2: 0.3834 loss_ce_3: 0.3728 loss_bbox_3: 0.2076 loss_giou_3: 0.3714 loss_ce_4: 0.3604 loss_bbox_4: 0.206 loss_giou_4: 0.3677 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:22] d2.utils.events INFO: eta: 1 day, 3:20:10 iter: 100699 total_loss: 6.467 loss_ce: 0.332 loss_bbox: 0.2084 loss_giou: 0.3571 loss_ce_0: 0.5402 loss_bbox_0: 0.3462 loss_giou_0: 0.5609 loss_ce_1: 0.442 loss_bbox_1: 0.2371 loss_giou_1: 0.4145 loss_ce_2: 0.3556 loss_bbox_2: 0.2227 loss_giou_2: 0.3758 loss_ce_3: 0.3325 loss_bbox_3: 0.2061 loss_giou_3: 0.3651 loss_ce_4: 0.324 loss_bbox_4: 0.2089 loss_giou_4: 0.3596 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:27] d2.utils.events INFO: eta: 1 day, 3:19:56 iter: 100719 total_loss: 6.102 loss_ce: 0.3581 loss_bbox: 0.1908 loss_giou: 0.3408 loss_ce_0: 0.5535 loss_bbox_0: 0.3376 loss_giou_0: 0.5358 loss_ce_1: 0.4497 loss_bbox_1: 0.2218 loss_giou_1: 0.3834 loss_ce_2: 0.3824 loss_bbox_2: 0.2071 loss_giou_2: 0.3566 loss_ce_3: 0.3668 loss_bbox_3: 0.1962 loss_giou_3: 0.3492 loss_ce_4: 0.3562 loss_bbox_4: 0.1928 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:33] d2.utils.events INFO: eta: 1 day, 3:20:14 iter: 100739 total_loss: 6.304 loss_ce: 0.3394 loss_bbox: 0.1802 loss_giou: 0.3716 loss_ce_0: 0.5276 loss_bbox_0: 0.3207 loss_giou_0: 0.5536 loss_ce_1: 0.446 loss_bbox_1: 0.2133 loss_giou_1: 0.4222 loss_ce_2: 0.3684 loss_bbox_2: 0.1956 loss_giou_2: 0.39 loss_ce_3: 0.3514 loss_bbox_3: 0.1872 loss_giou_3: 0.377 loss_ce_4: 0.3463 loss_bbox_4: 0.1829 loss_giou_4: 0.3731 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:39] d2.utils.events INFO: eta: 1 day, 3:20:28 iter: 100759 total_loss: 6.528 loss_ce: 0.3599 loss_bbox: 0.223 loss_giou: 0.3626 loss_ce_0: 0.5609 loss_bbox_0: 0.3796 loss_giou_0: 0.5859 loss_ce_1: 0.4567 loss_bbox_1: 0.2729 loss_giou_1: 0.4311 loss_ce_2: 0.392 loss_bbox_2: 0.2381 loss_giou_2: 0.3897 loss_ce_3: 0.3651 loss_bbox_3: 0.2299 loss_giou_3: 0.3713 loss_ce_4: 0.3599 loss_bbox_4: 0.2244 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:45] d2.utils.events INFO: eta: 1 day, 3:20:12 iter: 100779 total_loss: 6.071 loss_ce: 0.3282 loss_bbox: 0.1908 loss_giou: 0.35 loss_ce_0: 0.5254 loss_bbox_0: 0.3374 loss_giou_0: 0.5248 loss_ce_1: 0.432 loss_bbox_1: 0.2368 loss_giou_1: 0.3902 loss_ce_2: 0.3823 loss_bbox_2: 0.2068 loss_giou_2: 0.3655 loss_ce_3: 0.3482 loss_bbox_3: 0.2056 loss_giou_3: 0.3552 loss_ce_4: 0.3262 loss_bbox_4: 0.1961 loss_giou_4: 0.3519 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:50] d2.utils.events INFO: eta: 1 day, 3:19:57 iter: 100799 total_loss: 6.311 loss_ce: 0.3657 loss_bbox: 0.2044 loss_giou: 0.3691 loss_ce_0: 0.5458 loss_bbox_0: 0.3554 loss_giou_0: 0.5637 loss_ce_1: 0.4473 loss_bbox_1: 0.2382 loss_giou_1: 0.4245 loss_ce_2: 0.3936 loss_bbox_2: 0.2158 loss_giou_2: 0.3885 loss_ce_3: 0.3702 loss_bbox_3: 0.2109 loss_giou_3: 0.3777 loss_ce_4: 0.3675 loss_bbox_4: 0.2079 loss_giou_4: 0.3738 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 21:24:56] d2.utils.events INFO: eta: 1 day, 3:19:56 iter: 100819 total_loss: 6.763 loss_ce: 0.3856 loss_bbox: 0.2148 loss_giou: 0.3657 loss_ce_0: 0.5639 loss_bbox_0: 0.3727 loss_giou_0: 0.5618 loss_ce_1: 0.4725 loss_bbox_1: 0.2574 loss_giou_1: 0.4172 loss_ce_2: 0.4265 loss_bbox_2: 0.2282 loss_giou_2: 0.3864 loss_ce_3: 0.3997 loss_bbox_3: 0.222 loss_giou_3: 0.3735 loss_ce_4: 0.3966 loss_bbox_4: 0.2172 loss_giou_4: 0.3729 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:02] d2.utils.events INFO: eta: 1 day, 3:19:51 iter: 100839 total_loss: 6.45 loss_ce: 0.3353 loss_bbox: 0.2095 loss_giou: 0.362 loss_ce_0: 0.542 loss_bbox_0: 0.3572 loss_giou_0: 0.5579 loss_ce_1: 0.4348 loss_bbox_1: 0.2438 loss_giou_1: 0.4113 loss_ce_2: 0.3696 loss_bbox_2: 0.2272 loss_giou_2: 0.3722 loss_ce_3: 0.3443 loss_bbox_3: 0.2166 loss_giou_3: 0.3632 loss_ce_4: 0.3366 loss_bbox_4: 0.2115 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:07] d2.utils.events INFO: eta: 1 day, 3:19:45 iter: 100859 total_loss: 6.303 loss_ce: 0.333 loss_bbox: 0.2186 loss_giou: 0.353 loss_ce_0: 0.5411 loss_bbox_0: 0.3513 loss_giou_0: 0.5304 loss_ce_1: 0.4403 loss_bbox_1: 0.2522 loss_giou_1: 0.3954 loss_ce_2: 0.3686 loss_bbox_2: 0.2283 loss_giou_2: 0.3749 loss_ce_3: 0.3557 loss_bbox_3: 0.2216 loss_giou_3: 0.3632 loss_ce_4: 0.338 loss_bbox_4: 0.2178 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:13] d2.utils.events INFO: eta: 1 day, 3:19:42 iter: 100879 total_loss: 6.216 loss_ce: 0.3411 loss_bbox: 0.2053 loss_giou: 0.3534 loss_ce_0: 0.5486 loss_bbox_0: 0.3494 loss_giou_0: 0.5478 loss_ce_1: 0.4408 loss_bbox_1: 0.239 loss_giou_1: 0.4012 loss_ce_2: 0.3727 loss_bbox_2: 0.2137 loss_giou_2: 0.3722 loss_ce_3: 0.3487 loss_bbox_3: 0.2129 loss_giou_3: 0.3639 loss_ce_4: 0.343 loss_bbox_4: 0.2069 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:19] d2.utils.events INFO: eta: 1 day, 3:19:29 iter: 100899 total_loss: 6.352 loss_ce: 0.3551 loss_bbox: 0.1929 loss_giou: 0.3657 loss_ce_0: 0.5346 loss_bbox_0: 0.3628 loss_giou_0: 0.571 loss_ce_1: 0.4439 loss_bbox_1: 0.243 loss_giou_1: 0.423 loss_ce_2: 0.3953 loss_bbox_2: 0.216 loss_giou_2: 0.3838 loss_ce_3: 0.3667 loss_bbox_3: 0.1987 loss_giou_3: 0.3713 loss_ce_4: 0.3538 loss_bbox_4: 0.1966 loss_giou_4: 0.3662 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:24] d2.utils.events INFO: eta: 1 day, 3:19:23 iter: 100919 total_loss: 6.465 loss_ce: 0.3465 loss_bbox: 0.2167 loss_giou: 0.3892 loss_ce_0: 0.553 loss_bbox_0: 0.3522 loss_giou_0: 0.5752 loss_ce_1: 0.4432 loss_bbox_1: 0.252 loss_giou_1: 0.4434 loss_ce_2: 0.3756 loss_bbox_2: 0.2312 loss_giou_2: 0.403 loss_ce_3: 0.3457 loss_bbox_3: 0.2187 loss_giou_3: 0.3967 loss_ce_4: 0.3474 loss_bbox_4: 0.2172 loss_giou_4: 0.3914 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:30] d2.utils.events INFO: eta: 1 day, 3:18:50 iter: 100939 total_loss: 6.08 loss_ce: 0.3351 loss_bbox: 0.2204 loss_giou: 0.337 loss_ce_0: 0.5356 loss_bbox_0: 0.3572 loss_giou_0: 0.5201 loss_ce_1: 0.4318 loss_bbox_1: 0.2468 loss_giou_1: 0.3824 loss_ce_2: 0.3719 loss_bbox_2: 0.2282 loss_giou_2: 0.3538 loss_ce_3: 0.3524 loss_bbox_3: 0.2196 loss_giou_3: 0.3496 loss_ce_4: 0.3342 loss_bbox_4: 0.2238 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:36] d2.utils.events INFO: eta: 1 day, 3:19:12 iter: 100959 total_loss: 6.485 loss_ce: 0.378 loss_bbox: 0.2086 loss_giou: 0.387 loss_ce_0: 0.561 loss_bbox_0: 0.336 loss_giou_0: 0.564 loss_ce_1: 0.4644 loss_bbox_1: 0.2428 loss_giou_1: 0.4251 loss_ce_2: 0.3984 loss_bbox_2: 0.2198 loss_giou_2: 0.3989 loss_ce_3: 0.3788 loss_bbox_3: 0.2106 loss_giou_3: 0.39 loss_ce_4: 0.3802 loss_bbox_4: 0.2075 loss_giou_4: 0.3854 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:42] d2.utils.events INFO: eta: 1 day, 3:19:14 iter: 100979 total_loss: 6.348 loss_ce: 0.3277 loss_bbox: 0.1961 loss_giou: 0.3924 loss_ce_0: 0.5269 loss_bbox_0: 0.3218 loss_giou_0: 0.6104 loss_ce_1: 0.4157 loss_bbox_1: 0.2187 loss_giou_1: 0.4364 loss_ce_2: 0.3555 loss_bbox_2: 0.2026 loss_giou_2: 0.4107 loss_ce_3: 0.3392 loss_bbox_3: 0.1972 loss_giou_3: 0.4 loss_ce_4: 0.3278 loss_bbox_4: 0.1928 loss_giou_4: 0.3935 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:47] d2.utils.events INFO: eta: 1 day, 3:18:55 iter: 100999 total_loss: 6.554 loss_ce: 0.3477 loss_bbox: 0.2021 loss_giou: 0.3799 loss_ce_0: 0.5443 loss_bbox_0: 0.3371 loss_giou_0: 0.5738 loss_ce_1: 0.4434 loss_bbox_1: 0.2402 loss_giou_1: 0.4406 loss_ce_2: 0.3769 loss_bbox_2: 0.2157 loss_giou_2: 0.4005 loss_ce_3: 0.3547 loss_bbox_3: 0.2092 loss_giou_3: 0.3852 loss_ce_4: 0.3521 loss_bbox_4: 0.2022 loss_giou_4: 0.3835 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:53] d2.utils.events INFO: eta: 1 day, 3:18:45 iter: 101019 total_loss: 6.047 loss_ce: 0.3333 loss_bbox: 0.2077 loss_giou: 0.3642 loss_ce_0: 0.5262 loss_bbox_0: 0.347 loss_giou_0: 0.542 loss_ce_1: 0.4141 loss_bbox_1: 0.2351 loss_giou_1: 0.4121 loss_ce_2: 0.3551 loss_bbox_2: 0.218 loss_giou_2: 0.3809 loss_ce_3: 0.3361 loss_bbox_3: 0.2127 loss_giou_3: 0.3723 loss_ce_4: 0.3261 loss_bbox_4: 0.201 loss_giou_4: 0.365 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 21:25:59] d2.utils.events INFO: eta: 1 day, 3:18:22 iter: 101039 total_loss: 6.085 loss_ce: 0.3363 loss_bbox: 0.2155 loss_giou: 0.3437 loss_ce_0: 0.5054 loss_bbox_0: 0.3376 loss_giou_0: 0.5273 loss_ce_1: 0.4211 loss_bbox_1: 0.2468 loss_giou_1: 0.3974 loss_ce_2: 0.3744 loss_bbox_2: 0.2305 loss_giou_2: 0.3565 loss_ce_3: 0.3385 loss_bbox_3: 0.2213 loss_giou_3: 0.3558 loss_ce_4: 0.3441 loss_bbox_4: 0.2203 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:04] d2.utils.events INFO: eta: 1 day, 3:17:44 iter: 101059 total_loss: 6.281 loss_ce: 0.3291 loss_bbox: 0.1929 loss_giou: 0.3791 loss_ce_0: 0.5455 loss_bbox_0: 0.3343 loss_giou_0: 0.5554 loss_ce_1: 0.4302 loss_bbox_1: 0.2261 loss_giou_1: 0.4217 loss_ce_2: 0.3744 loss_bbox_2: 0.211 loss_giou_2: 0.3945 loss_ce_3: 0.3456 loss_bbox_3: 0.1974 loss_giou_3: 0.3853 loss_ce_4: 0.3358 loss_bbox_4: 0.1932 loss_giou_4: 0.3811 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:10] d2.utils.events INFO: eta: 1 day, 3:18:23 iter: 101079 total_loss: 6.307 loss_ce: 0.3124 loss_bbox: 0.2147 loss_giou: 0.3618 loss_ce_0: 0.5264 loss_bbox_0: 0.3516 loss_giou_0: 0.5452 loss_ce_1: 0.413 loss_bbox_1: 0.2466 loss_giou_1: 0.4033 loss_ce_2: 0.3572 loss_bbox_2: 0.2212 loss_giou_2: 0.3677 loss_ce_3: 0.3236 loss_bbox_3: 0.2194 loss_giou_3: 0.3647 loss_ce_4: 0.3179 loss_bbox_4: 0.2207 loss_giou_4: 0.3618 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:16] d2.utils.events INFO: eta: 1 day, 3:18:27 iter: 101099 total_loss: 6.185 loss_ce: 0.3504 loss_bbox: 0.1962 loss_giou: 0.363 loss_ce_0: 0.5488 loss_bbox_0: 0.3305 loss_giou_0: 0.5525 loss_ce_1: 0.4491 loss_bbox_1: 0.2254 loss_giou_1: 0.4178 loss_ce_2: 0.3953 loss_bbox_2: 0.2029 loss_giou_2: 0.3863 loss_ce_3: 0.3665 loss_bbox_3: 0.2032 loss_giou_3: 0.3747 loss_ce_4: 0.3492 loss_bbox_4: 0.1962 loss_giou_4: 0.3685 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:21] d2.utils.events INFO: eta: 1 day, 3:18:58 iter: 101119 total_loss: 6.27 loss_ce: 0.3357 loss_bbox: 0.2175 loss_giou: 0.3452 loss_ce_0: 0.5465 loss_bbox_0: 0.345 loss_giou_0: 0.553 loss_ce_1: 0.4411 loss_bbox_1: 0.2439 loss_giou_1: 0.3989 loss_ce_2: 0.3687 loss_bbox_2: 0.2228 loss_giou_2: 0.3625 loss_ce_3: 0.354 loss_bbox_3: 0.2233 loss_giou_3: 0.3546 loss_ce_4: 0.3357 loss_bbox_4: 0.2084 loss_giou_4: 0.3492 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:27] d2.utils.events INFO: eta: 1 day, 3:18:56 iter: 101139 total_loss: 6.143 loss_ce: 0.3174 loss_bbox: 0.2055 loss_giou: 0.3517 loss_ce_0: 0.5134 loss_bbox_0: 0.337 loss_giou_0: 0.5432 loss_ce_1: 0.4255 loss_bbox_1: 0.2418 loss_giou_1: 0.4009 loss_ce_2: 0.365 loss_bbox_2: 0.2253 loss_giou_2: 0.3707 loss_ce_3: 0.3181 loss_bbox_3: 0.2123 loss_giou_3: 0.3582 loss_ce_4: 0.3151 loss_bbox_4: 0.2025 loss_giou_4: 0.3579 time: 0.2802 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:33] d2.utils.events INFO: eta: 1 day, 3:18:51 iter: 101159 total_loss: 6.544 loss_ce: 0.35 loss_bbox: 0.215 loss_giou: 0.3574 loss_ce_0: 0.5385 loss_bbox_0: 0.3593 loss_giou_0: 0.5424 loss_ce_1: 0.4469 loss_bbox_1: 0.2565 loss_giou_1: 0.4054 loss_ce_2: 0.4001 loss_bbox_2: 0.2451 loss_giou_2: 0.3826 loss_ce_3: 0.3626 loss_bbox_3: 0.2338 loss_giou_3: 0.3647 loss_ce_4: 0.3526 loss_bbox_4: 0.2224 loss_giou_4: 0.3599 time: 0.2802 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:38] d2.utils.events INFO: eta: 1 day, 3:18:58 iter: 101179 total_loss: 6.603 loss_ce: 0.3796 loss_bbox: 0.2177 loss_giou: 0.3879 loss_ce_0: 0.5499 loss_bbox_0: 0.3585 loss_giou_0: 0.5938 loss_ce_1: 0.471 loss_bbox_1: 0.2561 loss_giou_1: 0.4343 loss_ce_2: 0.3984 loss_bbox_2: 0.233 loss_giou_2: 0.398 loss_ce_3: 0.3843 loss_bbox_3: 0.2197 loss_giou_3: 0.393 loss_ce_4: 0.3849 loss_bbox_4: 0.2195 loss_giou_4: 0.3873 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:44] d2.utils.events INFO: eta: 1 day, 3:18:52 iter: 101199 total_loss: 5.939 loss_ce: 0.3319 loss_bbox: 0.1984 loss_giou: 0.3405 loss_ce_0: 0.5258 loss_bbox_0: 0.3357 loss_giou_0: 0.5119 loss_ce_1: 0.4269 loss_bbox_1: 0.2305 loss_giou_1: 0.3877 loss_ce_2: 0.3731 loss_bbox_2: 0.2099 loss_giou_2: 0.3534 loss_ce_3: 0.3494 loss_bbox_3: 0.2004 loss_giou_3: 0.3464 loss_ce_4: 0.3384 loss_bbox_4: 0.1977 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:50] d2.utils.events INFO: eta: 1 day, 3:18:46 iter: 101219 total_loss: 6.302 loss_ce: 0.3488 loss_bbox: 0.2038 loss_giou: 0.3514 loss_ce_0: 0.5286 loss_bbox_0: 0.3443 loss_giou_0: 0.5423 loss_ce_1: 0.4418 loss_bbox_1: 0.2348 loss_giou_1: 0.4108 loss_ce_2: 0.3816 loss_bbox_2: 0.2144 loss_giou_2: 0.3725 loss_ce_3: 0.3543 loss_bbox_3: 0.2077 loss_giou_3: 0.3596 loss_ce_4: 0.3477 loss_bbox_4: 0.2045 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 21:26:55] d2.utils.events INFO: eta: 1 day, 3:18:58 iter: 101239 total_loss: 6.144 loss_ce: 0.3319 loss_bbox: 0.1918 loss_giou: 0.3627 loss_ce_0: 0.5108 loss_bbox_0: 0.3276 loss_giou_0: 0.5574 loss_ce_1: 0.4182 loss_bbox_1: 0.2193 loss_giou_1: 0.4199 loss_ce_2: 0.3641 loss_bbox_2: 0.2004 loss_giou_2: 0.3889 loss_ce_3: 0.3529 loss_bbox_3: 0.2015 loss_giou_3: 0.3753 loss_ce_4: 0.3337 loss_bbox_4: 0.1955 loss_giou_4: 0.367 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:01] d2.utils.events INFO: eta: 1 day, 3:19:05 iter: 101259 total_loss: 6.145 loss_ce: 0.3316 loss_bbox: 0.2069 loss_giou: 0.3497 loss_ce_0: 0.5144 loss_bbox_0: 0.3355 loss_giou_0: 0.5369 loss_ce_1: 0.4292 loss_bbox_1: 0.236 loss_giou_1: 0.3905 loss_ce_2: 0.3645 loss_bbox_2: 0.2176 loss_giou_2: 0.3643 loss_ce_3: 0.3415 loss_bbox_3: 0.2108 loss_giou_3: 0.35 loss_ce_4: 0.3298 loss_bbox_4: 0.2074 loss_giou_4: 0.3488 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:07] d2.utils.events INFO: eta: 1 day, 3:18:52 iter: 101279 total_loss: 6.377 loss_ce: 0.3631 loss_bbox: 0.2245 loss_giou: 0.3732 loss_ce_0: 0.5591 loss_bbox_0: 0.3539 loss_giou_0: 0.5347 loss_ce_1: 0.4665 loss_bbox_1: 0.2573 loss_giou_1: 0.429 loss_ce_2: 0.3978 loss_bbox_2: 0.2329 loss_giou_2: 0.3978 loss_ce_3: 0.3758 loss_bbox_3: 0.2305 loss_giou_3: 0.3854 loss_ce_4: 0.368 loss_bbox_4: 0.2247 loss_giou_4: 0.3772 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:13] d2.utils.events INFO: eta: 1 day, 3:18:48 iter: 101299 total_loss: 6.327 loss_ce: 0.3419 loss_bbox: 0.2016 loss_giou: 0.3303 loss_ce_0: 0.524 loss_bbox_0: 0.3368 loss_giou_0: 0.5501 loss_ce_1: 0.429 loss_bbox_1: 0.2363 loss_giou_1: 0.3931 loss_ce_2: 0.3639 loss_bbox_2: 0.213 loss_giou_2: 0.3592 loss_ce_3: 0.3457 loss_bbox_3: 0.207 loss_giou_3: 0.3426 loss_ce_4: 0.3428 loss_bbox_4: 0.2015 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:18] d2.utils.events INFO: eta: 1 day, 3:18:39 iter: 101319 total_loss: 6.434 loss_ce: 0.3375 loss_bbox: 0.1998 loss_giou: 0.3603 loss_ce_0: 0.5292 loss_bbox_0: 0.3384 loss_giou_0: 0.5734 loss_ce_1: 0.4283 loss_bbox_1: 0.2316 loss_giou_1: 0.4063 loss_ce_2: 0.3705 loss_bbox_2: 0.2117 loss_giou_2: 0.3784 loss_ce_3: 0.3428 loss_bbox_3: 0.2038 loss_giou_3: 0.368 loss_ce_4: 0.3376 loss_bbox_4: 0.1979 loss_giou_4: 0.3617 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:24] d2.utils.events INFO: eta: 1 day, 3:18:35 iter: 101339 total_loss: 6.221 loss_ce: 0.3291 loss_bbox: 0.1912 loss_giou: 0.3592 loss_ce_0: 0.5166 loss_bbox_0: 0.3272 loss_giou_0: 0.5451 loss_ce_1: 0.4365 loss_bbox_1: 0.2314 loss_giou_1: 0.4043 loss_ce_2: 0.3746 loss_bbox_2: 0.2106 loss_giou_2: 0.3705 loss_ce_3: 0.3457 loss_bbox_3: 0.2008 loss_giou_3: 0.3629 loss_ce_4: 0.3322 loss_bbox_4: 0.1947 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:30] d2.utils.events INFO: eta: 1 day, 3:18:37 iter: 101359 total_loss: 6.144 loss_ce: 0.3197 loss_bbox: 0.1902 loss_giou: 0.3638 loss_ce_0: 0.5017 loss_bbox_0: 0.3329 loss_giou_0: 0.5673 loss_ce_1: 0.4038 loss_bbox_1: 0.2231 loss_giou_1: 0.4097 loss_ce_2: 0.3393 loss_bbox_2: 0.2069 loss_giou_2: 0.3805 loss_ce_3: 0.3231 loss_bbox_3: 0.1986 loss_giou_3: 0.3677 loss_ce_4: 0.3184 loss_bbox_4: 0.1913 loss_giou_4: 0.3635 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:35] d2.utils.events INFO: eta: 1 day, 3:18:25 iter: 101379 total_loss: 6.423 loss_ce: 0.364 loss_bbox: 0.2064 loss_giou: 0.3657 loss_ce_0: 0.5613 loss_bbox_0: 0.3388 loss_giou_0: 0.5574 loss_ce_1: 0.4533 loss_bbox_1: 0.2479 loss_giou_1: 0.4116 loss_ce_2: 0.3885 loss_bbox_2: 0.217 loss_giou_2: 0.3823 loss_ce_3: 0.374 loss_bbox_3: 0.2136 loss_giou_3: 0.3683 loss_ce_4: 0.3636 loss_bbox_4: 0.205 loss_giou_4: 0.3617 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:41] d2.utils.events INFO: eta: 1 day, 3:18:13 iter: 101399 total_loss: 6.502 loss_ce: 0.3569 loss_bbox: 0.2149 loss_giou: 0.3663 loss_ce_0: 0.5593 loss_bbox_0: 0.3692 loss_giou_0: 0.5713 loss_ce_1: 0.4523 loss_bbox_1: 0.2632 loss_giou_1: 0.4146 loss_ce_2: 0.3875 loss_bbox_2: 0.2318 loss_giou_2: 0.3869 loss_ce_3: 0.3625 loss_bbox_3: 0.2184 loss_giou_3: 0.3829 loss_ce_4: 0.3544 loss_bbox_4: 0.2181 loss_giou_4: 0.3718 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:47] d2.utils.events INFO: eta: 1 day, 3:18:12 iter: 101419 total_loss: 6.41 loss_ce: 0.349 loss_bbox: 0.2052 loss_giou: 0.3737 loss_ce_0: 0.5348 loss_bbox_0: 0.3433 loss_giou_0: 0.5714 loss_ce_1: 0.4483 loss_bbox_1: 0.2379 loss_giou_1: 0.4326 loss_ce_2: 0.3792 loss_bbox_2: 0.2132 loss_giou_2: 0.3845 loss_ce_3: 0.3524 loss_bbox_3: 0.2026 loss_giou_3: 0.3783 loss_ce_4: 0.3461 loss_bbox_4: 0.2013 loss_giou_4: 0.3727 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:52] d2.utils.events INFO: eta: 1 day, 3:17:45 iter: 101439 total_loss: 6.444 loss_ce: 0.3614 loss_bbox: 0.2243 loss_giou: 0.3593 loss_ce_0: 0.5663 loss_bbox_0: 0.3621 loss_giou_0: 0.5544 loss_ce_1: 0.4664 loss_bbox_1: 0.2579 loss_giou_1: 0.4124 loss_ce_2: 0.3876 loss_bbox_2: 0.2327 loss_giou_2: 0.3793 loss_ce_3: 0.3801 loss_bbox_3: 0.2267 loss_giou_3: 0.3674 loss_ce_4: 0.3709 loss_bbox_4: 0.221 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 21:27:58] d2.utils.events INFO: eta: 1 day, 3:17:46 iter: 101459 total_loss: 6.205 loss_ce: 0.3178 loss_bbox: 0.1843 loss_giou: 0.3488 loss_ce_0: 0.5274 loss_bbox_0: 0.323 loss_giou_0: 0.5796 loss_ce_1: 0.4167 loss_bbox_1: 0.2199 loss_giou_1: 0.414 loss_ce_2: 0.3584 loss_bbox_2: 0.2 loss_giou_2: 0.3726 loss_ce_3: 0.3333 loss_bbox_3: 0.1892 loss_giou_3: 0.3599 loss_ce_4: 0.3286 loss_bbox_4: 0.185 loss_giou_4: 0.3492 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:04] d2.utils.events INFO: eta: 1 day, 3:17:24 iter: 101479 total_loss: 6.098 loss_ce: 0.3312 loss_bbox: 0.222 loss_giou: 0.3452 loss_ce_0: 0.531 loss_bbox_0: 0.3532 loss_giou_0: 0.5243 loss_ce_1: 0.4145 loss_bbox_1: 0.2574 loss_giou_1: 0.3936 loss_ce_2: 0.3555 loss_bbox_2: 0.244 loss_giou_2: 0.3639 loss_ce_3: 0.3376 loss_bbox_3: 0.2243 loss_giou_3: 0.3535 loss_ce_4: 0.3336 loss_bbox_4: 0.223 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:10] d2.utils.events INFO: eta: 1 day, 3:17:35 iter: 101499 total_loss: 6.107 loss_ce: 0.3458 loss_bbox: 0.1943 loss_giou: 0.3637 loss_ce_0: 0.5535 loss_bbox_0: 0.3374 loss_giou_0: 0.5583 loss_ce_1: 0.4411 loss_bbox_1: 0.2324 loss_giou_1: 0.4205 loss_ce_2: 0.377 loss_bbox_2: 0.206 loss_giou_2: 0.3848 loss_ce_3: 0.356 loss_bbox_3: 0.1973 loss_giou_3: 0.3722 loss_ce_4: 0.3456 loss_bbox_4: 0.1974 loss_giou_4: 0.3699 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:15] d2.utils.events INFO: eta: 1 day, 3:18:00 iter: 101519 total_loss: 6.304 loss_ce: 0.3119 loss_bbox: 0.2011 loss_giou: 0.374 loss_ce_0: 0.5247 loss_bbox_0: 0.3541 loss_giou_0: 0.5744 loss_ce_1: 0.4355 loss_bbox_1: 0.2289 loss_giou_1: 0.4258 loss_ce_2: 0.3596 loss_bbox_2: 0.2098 loss_giou_2: 0.3863 loss_ce_3: 0.3268 loss_bbox_3: 0.2028 loss_giou_3: 0.3727 loss_ce_4: 0.3144 loss_bbox_4: 0.2032 loss_giou_4: 0.3727 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:21] d2.utils.events INFO: eta: 1 day, 3:17:37 iter: 101539 total_loss: 5.877 loss_ce: 0.3335 loss_bbox: 0.184 loss_giou: 0.3558 loss_ce_0: 0.5242 loss_bbox_0: 0.3296 loss_giou_0: 0.5344 loss_ce_1: 0.4308 loss_bbox_1: 0.2159 loss_giou_1: 0.3968 loss_ce_2: 0.3668 loss_bbox_2: 0.2009 loss_giou_2: 0.3686 loss_ce_3: 0.3327 loss_bbox_3: 0.1927 loss_giou_3: 0.3581 loss_ce_4: 0.3322 loss_bbox_4: 0.1862 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:27] d2.utils.events INFO: eta: 1 day, 3:17:00 iter: 101559 total_loss: 6.004 loss_ce: 0.3031 loss_bbox: 0.1777 loss_giou: 0.3447 loss_ce_0: 0.5202 loss_bbox_0: 0.3166 loss_giou_0: 0.5178 loss_ce_1: 0.4202 loss_bbox_1: 0.2141 loss_giou_1: 0.3823 loss_ce_2: 0.3567 loss_bbox_2: 0.1933 loss_giou_2: 0.3556 loss_ce_3: 0.3318 loss_bbox_3: 0.1822 loss_giou_3: 0.3445 loss_ce_4: 0.3269 loss_bbox_4: 0.1806 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:33] d2.utils.events INFO: eta: 1 day, 3:16:48 iter: 101579 total_loss: 6.124 loss_ce: 0.3255 loss_bbox: 0.1956 loss_giou: 0.3599 loss_ce_0: 0.5239 loss_bbox_0: 0.3466 loss_giou_0: 0.5538 loss_ce_1: 0.4322 loss_bbox_1: 0.233 loss_giou_1: 0.4184 loss_ce_2: 0.3662 loss_bbox_2: 0.2095 loss_giou_2: 0.3858 loss_ce_3: 0.3348 loss_bbox_3: 0.1991 loss_giou_3: 0.3722 loss_ce_4: 0.3297 loss_bbox_4: 0.1941 loss_giou_4: 0.3618 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:38] d2.utils.events INFO: eta: 1 day, 3:15:32 iter: 101599 total_loss: 6.093 loss_ce: 0.3177 loss_bbox: 0.1905 loss_giou: 0.359 loss_ce_0: 0.512 loss_bbox_0: 0.3249 loss_giou_0: 0.5596 loss_ce_1: 0.4061 loss_bbox_1: 0.2268 loss_giou_1: 0.4136 loss_ce_2: 0.3473 loss_bbox_2: 0.199 loss_giou_2: 0.3781 loss_ce_3: 0.3249 loss_bbox_3: 0.196 loss_giou_3: 0.3662 loss_ce_4: 0.3208 loss_bbox_4: 0.1898 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:44] d2.utils.events INFO: eta: 1 day, 3:16:23 iter: 101619 total_loss: 6.22 loss_ce: 0.3605 loss_bbox: 0.2068 loss_giou: 0.3602 loss_ce_0: 0.5313 loss_bbox_0: 0.3548 loss_giou_0: 0.5722 loss_ce_1: 0.4436 loss_bbox_1: 0.2435 loss_giou_1: 0.4257 loss_ce_2: 0.3838 loss_bbox_2: 0.2222 loss_giou_2: 0.3917 loss_ce_3: 0.3564 loss_bbox_3: 0.2107 loss_giou_3: 0.3731 loss_ce_4: 0.3562 loss_bbox_4: 0.2076 loss_giou_4: 0.3725 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:50] d2.utils.events INFO: eta: 1 day, 3:16:17 iter: 101639 total_loss: 6.138 loss_ce: 0.344 loss_bbox: 0.1948 loss_giou: 0.3286 loss_ce_0: 0.5446 loss_bbox_0: 0.3625 loss_giou_0: 0.5286 loss_ce_1: 0.4371 loss_bbox_1: 0.2461 loss_giou_1: 0.3786 loss_ce_2: 0.3817 loss_bbox_2: 0.2143 loss_giou_2: 0.3494 loss_ce_3: 0.3502 loss_bbox_3: 0.1985 loss_giou_3: 0.3347 loss_ce_4: 0.3439 loss_bbox_4: 0.1972 loss_giou_4: 0.3315 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:28:55] d2.utils.events INFO: eta: 1 day, 3:15:09 iter: 101659 total_loss: 6.237 loss_ce: 0.3218 loss_bbox: 0.2041 loss_giou: 0.3619 loss_ce_0: 0.52 loss_bbox_0: 0.3438 loss_giou_0: 0.5447 loss_ce_1: 0.436 loss_bbox_1: 0.243 loss_giou_1: 0.3952 loss_ce_2: 0.3661 loss_bbox_2: 0.2173 loss_giou_2: 0.3676 loss_ce_3: 0.3338 loss_bbox_3: 0.2141 loss_giou_3: 0.3701 loss_ce_4: 0.3249 loss_bbox_4: 0.2072 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:01] d2.utils.events INFO: eta: 1 day, 3:14:54 iter: 101679 total_loss: 6.161 loss_ce: 0.3457 loss_bbox: 0.1941 loss_giou: 0.3529 loss_ce_0: 0.5274 loss_bbox_0: 0.3385 loss_giou_0: 0.5468 loss_ce_1: 0.4364 loss_bbox_1: 0.2364 loss_giou_1: 0.4186 loss_ce_2: 0.3733 loss_bbox_2: 0.2096 loss_giou_2: 0.3796 loss_ce_3: 0.3604 loss_bbox_3: 0.2009 loss_giou_3: 0.3598 loss_ce_4: 0.3488 loss_bbox_4: 0.1964 loss_giou_4: 0.3607 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:07] d2.utils.events INFO: eta: 1 day, 3:15:26 iter: 101699 total_loss: 6.474 loss_ce: 0.3847 loss_bbox: 0.2078 loss_giou: 0.3555 loss_ce_0: 0.5505 loss_bbox_0: 0.3555 loss_giou_0: 0.5457 loss_ce_1: 0.4653 loss_bbox_1: 0.2408 loss_giou_1: 0.4158 loss_ce_2: 0.411 loss_bbox_2: 0.2226 loss_giou_2: 0.3825 loss_ce_3: 0.3851 loss_bbox_3: 0.212 loss_giou_3: 0.3691 loss_ce_4: 0.3792 loss_bbox_4: 0.2095 loss_giou_4: 0.3565 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:13] d2.utils.events INFO: eta: 1 day, 3:14:58 iter: 101719 total_loss: 6.561 loss_ce: 0.365 loss_bbox: 0.2009 loss_giou: 0.3705 loss_ce_0: 0.556 loss_bbox_0: 0.355 loss_giou_0: 0.5854 loss_ce_1: 0.4562 loss_bbox_1: 0.2247 loss_giou_1: 0.4392 loss_ce_2: 0.3958 loss_bbox_2: 0.2099 loss_giou_2: 0.3966 loss_ce_3: 0.3684 loss_bbox_3: 0.2017 loss_giou_3: 0.3807 loss_ce_4: 0.3594 loss_bbox_4: 0.2068 loss_giou_4: 0.3751 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:18] d2.utils.events INFO: eta: 1 day, 3:15:14 iter: 101739 total_loss: 6.534 loss_ce: 0.3615 loss_bbox: 0.215 loss_giou: 0.3742 loss_ce_0: 0.5471 loss_bbox_0: 0.3583 loss_giou_0: 0.5681 loss_ce_1: 0.4537 loss_bbox_1: 0.2467 loss_giou_1: 0.4188 loss_ce_2: 0.3907 loss_bbox_2: 0.2264 loss_giou_2: 0.3978 loss_ce_3: 0.3613 loss_bbox_3: 0.2239 loss_giou_3: 0.3858 loss_ce_4: 0.3597 loss_bbox_4: 0.2148 loss_giou_4: 0.377 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:24] d2.utils.events INFO: eta: 1 day, 3:14:54 iter: 101759 total_loss: 6.248 loss_ce: 0.3625 loss_bbox: 0.1928 loss_giou: 0.3555 loss_ce_0: 0.5595 loss_bbox_0: 0.3502 loss_giou_0: 0.5449 loss_ce_1: 0.4478 loss_bbox_1: 0.2361 loss_giou_1: 0.4026 loss_ce_2: 0.3979 loss_bbox_2: 0.2067 loss_giou_2: 0.3777 loss_ce_3: 0.3715 loss_bbox_3: 0.199 loss_giou_3: 0.3623 loss_ce_4: 0.3624 loss_bbox_4: 0.1938 loss_giou_4: 0.3605 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:30] d2.utils.events INFO: eta: 1 day, 3:14:48 iter: 101779 total_loss: 6.365 loss_ce: 0.3643 loss_bbox: 0.191 loss_giou: 0.3561 loss_ce_0: 0.5479 loss_bbox_0: 0.3401 loss_giou_0: 0.5581 loss_ce_1: 0.4542 loss_bbox_1: 0.2304 loss_giou_1: 0.4109 loss_ce_2: 0.3962 loss_bbox_2: 0.2081 loss_giou_2: 0.3751 loss_ce_3: 0.373 loss_bbox_3: 0.2006 loss_giou_3: 0.3694 loss_ce_4: 0.3693 loss_bbox_4: 0.195 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:35] d2.utils.events INFO: eta: 1 day, 3:14:25 iter: 101799 total_loss: 6.521 loss_ce: 0.3454 loss_bbox: 0.2107 loss_giou: 0.3735 loss_ce_0: 0.5393 loss_bbox_0: 0.3271 loss_giou_0: 0.5952 loss_ce_1: 0.4398 loss_bbox_1: 0.2351 loss_giou_1: 0.4382 loss_ce_2: 0.3887 loss_bbox_2: 0.2125 loss_giou_2: 0.3973 loss_ce_3: 0.3533 loss_bbox_3: 0.2125 loss_giou_3: 0.3821 loss_ce_4: 0.3474 loss_bbox_4: 0.2133 loss_giou_4: 0.3744 time: 0.2802 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:41] d2.utils.events INFO: eta: 1 day, 3:14:51 iter: 101819 total_loss: 6.458 loss_ce: 0.3387 loss_bbox: 0.201 loss_giou: 0.3729 loss_ce_0: 0.5376 loss_bbox_0: 0.3419 loss_giou_0: 0.5696 loss_ce_1: 0.4285 loss_bbox_1: 0.2367 loss_giou_1: 0.4238 loss_ce_2: 0.3848 loss_bbox_2: 0.2177 loss_giou_2: 0.3971 loss_ce_3: 0.3524 loss_bbox_3: 0.2153 loss_giou_3: 0.3845 loss_ce_4: 0.3374 loss_bbox_4: 0.2094 loss_giou_4: 0.3801 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:47] d2.utils.events INFO: eta: 1 day, 3:14:27 iter: 101839 total_loss: 6.635 loss_ce: 0.3976 loss_bbox: 0.2162 loss_giou: 0.3678 loss_ce_0: 0.5832 loss_bbox_0: 0.3559 loss_giou_0: 0.5507 loss_ce_1: 0.4836 loss_bbox_1: 0.2463 loss_giou_1: 0.4072 loss_ce_2: 0.4299 loss_bbox_2: 0.2291 loss_giou_2: 0.3796 loss_ce_3: 0.4073 loss_bbox_3: 0.2155 loss_giou_3: 0.378 loss_ce_4: 0.394 loss_bbox_4: 0.2164 loss_giou_4: 0.3686 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:53] d2.utils.events INFO: eta: 1 day, 3:14:48 iter: 101859 total_loss: 5.996 loss_ce: 0.3374 loss_bbox: 0.1952 loss_giou: 0.347 loss_ce_0: 0.5197 loss_bbox_0: 0.3442 loss_giou_0: 0.5309 loss_ce_1: 0.4215 loss_bbox_1: 0.2304 loss_giou_1: 0.4011 loss_ce_2: 0.3698 loss_bbox_2: 0.21 loss_giou_2: 0.3689 loss_ce_3: 0.3388 loss_bbox_3: 0.1989 loss_giou_3: 0.3537 loss_ce_4: 0.3374 loss_bbox_4: 0.197 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 21:29:58] d2.utils.events INFO: eta: 1 day, 3:14:16 iter: 101879 total_loss: 6.351 loss_ce: 0.3601 loss_bbox: 0.2071 loss_giou: 0.3528 loss_ce_0: 0.5565 loss_bbox_0: 0.339 loss_giou_0: 0.5448 loss_ce_1: 0.4591 loss_bbox_1: 0.2424 loss_giou_1: 0.4084 loss_ce_2: 0.4002 loss_bbox_2: 0.2201 loss_giou_2: 0.3652 loss_ce_3: 0.3766 loss_bbox_3: 0.2146 loss_giou_3: 0.3586 loss_ce_4: 0.361 loss_bbox_4: 0.2112 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:04] d2.utils.events INFO: eta: 1 day, 3:14:46 iter: 101899 total_loss: 6.593 loss_ce: 0.3691 loss_bbox: 0.2212 loss_giou: 0.3828 loss_ce_0: 0.5422 loss_bbox_0: 0.3502 loss_giou_0: 0.5632 loss_ce_1: 0.4459 loss_bbox_1: 0.2535 loss_giou_1: 0.4297 loss_ce_2: 0.3985 loss_bbox_2: 0.2358 loss_giou_2: 0.4046 loss_ce_3: 0.3753 loss_bbox_3: 0.2299 loss_giou_3: 0.3903 loss_ce_4: 0.3644 loss_bbox_4: 0.2287 loss_giou_4: 0.3867 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:10] d2.utils.events INFO: eta: 1 day, 3:14:31 iter: 101919 total_loss: 6.246 loss_ce: 0.3545 loss_bbox: 0.1911 loss_giou: 0.346 loss_ce_0: 0.5428 loss_bbox_0: 0.338 loss_giou_0: 0.5423 loss_ce_1: 0.4483 loss_bbox_1: 0.2261 loss_giou_1: 0.4013 loss_ce_2: 0.3813 loss_bbox_2: 0.2086 loss_giou_2: 0.3731 loss_ce_3: 0.3616 loss_bbox_3: 0.199 loss_giou_3: 0.354 loss_ce_4: 0.3438 loss_bbox_4: 0.1936 loss_giou_4: 0.3503 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:16] d2.utils.events INFO: eta: 1 day, 3:14:26 iter: 101939 total_loss: 6.211 loss_ce: 0.3219 loss_bbox: 0.2091 loss_giou: 0.3552 loss_ce_0: 0.5411 loss_bbox_0: 0.3473 loss_giou_0: 0.5427 loss_ce_1: 0.4336 loss_bbox_1: 0.2438 loss_giou_1: 0.4012 loss_ce_2: 0.3736 loss_bbox_2: 0.2216 loss_giou_2: 0.3684 loss_ce_3: 0.3403 loss_bbox_3: 0.2172 loss_giou_3: 0.359 loss_ce_4: 0.3238 loss_bbox_4: 0.2116 loss_giou_4: 0.3559 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:21] d2.utils.events INFO: eta: 1 day, 3:13:53 iter: 101959 total_loss: 6.443 loss_ce: 0.3474 loss_bbox: 0.2113 loss_giou: 0.3583 loss_ce_0: 0.5422 loss_bbox_0: 0.3387 loss_giou_0: 0.5557 loss_ce_1: 0.4385 loss_bbox_1: 0.2446 loss_giou_1: 0.4094 loss_ce_2: 0.3782 loss_bbox_2: 0.2243 loss_giou_2: 0.3763 loss_ce_3: 0.3644 loss_bbox_3: 0.2192 loss_giou_3: 0.3691 loss_ce_4: 0.3493 loss_bbox_4: 0.2143 loss_giou_4: 0.3623 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:27] d2.utils.events INFO: eta: 1 day, 3:14:06 iter: 101979 total_loss: 6.198 loss_ce: 0.3358 loss_bbox: 0.208 loss_giou: 0.3754 loss_ce_0: 0.5349 loss_bbox_0: 0.3385 loss_giou_0: 0.5752 loss_ce_1: 0.4355 loss_bbox_1: 0.2299 loss_giou_1: 0.4261 loss_ce_2: 0.3647 loss_bbox_2: 0.2103 loss_giou_2: 0.3901 loss_ce_3: 0.3416 loss_bbox_3: 0.2106 loss_giou_3: 0.3791 loss_ce_4: 0.3314 loss_bbox_4: 0.2065 loss_giou_4: 0.3747 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:33] d2.utils.events INFO: eta: 1 day, 3:14:51 iter: 101999 total_loss: 6.776 loss_ce: 0.3613 loss_bbox: 0.2124 loss_giou: 0.3869 loss_ce_0: 0.5454 loss_bbox_0: 0.3534 loss_giou_0: 0.576 loss_ce_1: 0.4556 loss_bbox_1: 0.2463 loss_giou_1: 0.4432 loss_ce_2: 0.3871 loss_bbox_2: 0.2308 loss_giou_2: 0.4061 loss_ce_3: 0.3711 loss_bbox_3: 0.2183 loss_giou_3: 0.398 loss_ce_4: 0.3693 loss_bbox_4: 0.2146 loss_giou_4: 0.3914 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:39] d2.utils.events INFO: eta: 1 day, 3:14:54 iter: 102019 total_loss: 6.464 loss_ce: 0.3429 loss_bbox: 0.2163 loss_giou: 0.3792 loss_ce_0: 0.5239 loss_bbox_0: 0.352 loss_giou_0: 0.5686 loss_ce_1: 0.449 loss_bbox_1: 0.2539 loss_giou_1: 0.4304 loss_ce_2: 0.3702 loss_bbox_2: 0.2261 loss_giou_2: 0.3942 loss_ce_3: 0.3472 loss_bbox_3: 0.2186 loss_giou_3: 0.3847 loss_ce_4: 0.3449 loss_bbox_4: 0.2168 loss_giou_4: 0.3788 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:44] d2.utils.events INFO: eta: 1 day, 3:14:56 iter: 102039 total_loss: 6.1 loss_ce: 0.3329 loss_bbox: 0.1977 loss_giou: 0.3559 loss_ce_0: 0.5461 loss_bbox_0: 0.3453 loss_giou_0: 0.5613 loss_ce_1: 0.436 loss_bbox_1: 0.2297 loss_giou_1: 0.4055 loss_ce_2: 0.359 loss_bbox_2: 0.2112 loss_giou_2: 0.3764 loss_ce_3: 0.3352 loss_bbox_3: 0.2029 loss_giou_3: 0.3647 loss_ce_4: 0.3267 loss_bbox_4: 0.2029 loss_giou_4: 0.3621 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:50] d2.utils.events INFO: eta: 1 day, 3:15:13 iter: 102059 total_loss: 6.064 loss_ce: 0.3228 loss_bbox: 0.2063 loss_giou: 0.3527 loss_ce_0: 0.5263 loss_bbox_0: 0.342 loss_giou_0: 0.5353 loss_ce_1: 0.4237 loss_bbox_1: 0.2433 loss_giou_1: 0.3948 loss_ce_2: 0.3655 loss_bbox_2: 0.222 loss_giou_2: 0.3641 loss_ce_3: 0.3334 loss_bbox_3: 0.2166 loss_giou_3: 0.3526 loss_ce_4: 0.329 loss_bbox_4: 0.209 loss_giou_4: 0.3498 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 21:30:56] d2.utils.events INFO: eta: 1 day, 3:15:07 iter: 102079 total_loss: 6.46 loss_ce: 0.3562 loss_bbox: 0.211 loss_giou: 0.3509 loss_ce_0: 0.5369 loss_bbox_0: 0.346 loss_giou_0: 0.5218 loss_ce_1: 0.4441 loss_bbox_1: 0.2642 loss_giou_1: 0.3931 loss_ce_2: 0.3901 loss_bbox_2: 0.23 loss_giou_2: 0.3607 loss_ce_3: 0.3623 loss_bbox_3: 0.2154 loss_giou_3: 0.356 loss_ce_4: 0.3601 loss_bbox_4: 0.2151 loss_giou_4: 0.3492 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:02] d2.utils.events INFO: eta: 1 day, 3:14:53 iter: 102099 total_loss: 6.366 loss_ce: 0.3433 loss_bbox: 0.1944 loss_giou: 0.3785 loss_ce_0: 0.5342 loss_bbox_0: 0.3433 loss_giou_0: 0.5652 loss_ce_1: 0.4406 loss_bbox_1: 0.237 loss_giou_1: 0.4324 loss_ce_2: 0.3733 loss_bbox_2: 0.2136 loss_giou_2: 0.3969 loss_ce_3: 0.3462 loss_bbox_3: 0.199 loss_giou_3: 0.3847 loss_ce_4: 0.345 loss_bbox_4: 0.2009 loss_giou_4: 0.3812 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:07] d2.utils.events INFO: eta: 1 day, 3:15:05 iter: 102119 total_loss: 6.216 loss_ce: 0.3417 loss_bbox: 0.203 loss_giou: 0.3427 loss_ce_0: 0.531 loss_bbox_0: 0.3307 loss_giou_0: 0.5557 loss_ce_1: 0.4317 loss_bbox_1: 0.2333 loss_giou_1: 0.4075 loss_ce_2: 0.3619 loss_bbox_2: 0.2147 loss_giou_2: 0.3687 loss_ce_3: 0.3555 loss_bbox_3: 0.2072 loss_giou_3: 0.3542 loss_ce_4: 0.3411 loss_bbox_4: 0.2001 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:13] d2.utils.events INFO: eta: 1 day, 3:15:00 iter: 102139 total_loss: 6.363 loss_ce: 0.3543 loss_bbox: 0.2086 loss_giou: 0.3889 loss_ce_0: 0.5291 loss_bbox_0: 0.3418 loss_giou_0: 0.5567 loss_ce_1: 0.4474 loss_bbox_1: 0.2361 loss_giou_1: 0.4237 loss_ce_2: 0.3877 loss_bbox_2: 0.2225 loss_giou_2: 0.4034 loss_ce_3: 0.3648 loss_bbox_3: 0.2135 loss_giou_3: 0.3981 loss_ce_4: 0.3556 loss_bbox_4: 0.2109 loss_giou_4: 0.3908 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:19] d2.utils.events INFO: eta: 1 day, 3:15:02 iter: 102159 total_loss: 6.691 loss_ce: 0.3502 loss_bbox: 0.2271 loss_giou: 0.392 loss_ce_0: 0.5555 loss_bbox_0: 0.3602 loss_giou_0: 0.5829 loss_ce_1: 0.4438 loss_bbox_1: 0.2647 loss_giou_1: 0.4416 loss_ce_2: 0.3908 loss_bbox_2: 0.2418 loss_giou_2: 0.4044 loss_ce_3: 0.3658 loss_bbox_3: 0.236 loss_giou_3: 0.3927 loss_ce_4: 0.3545 loss_bbox_4: 0.2324 loss_giou_4: 0.39 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:25] d2.utils.events INFO: eta: 1 day, 3:14:54 iter: 102179 total_loss: 6.069 loss_ce: 0.3526 loss_bbox: 0.2072 loss_giou: 0.3442 loss_ce_0: 0.5297 loss_bbox_0: 0.3395 loss_giou_0: 0.5165 loss_ce_1: 0.4392 loss_bbox_1: 0.2383 loss_giou_1: 0.3871 loss_ce_2: 0.3741 loss_bbox_2: 0.2148 loss_giou_2: 0.3574 loss_ce_3: 0.3548 loss_bbox_3: 0.2159 loss_giou_3: 0.3513 loss_ce_4: 0.3527 loss_bbox_4: 0.2079 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:30] d2.utils.events INFO: eta: 1 day, 3:15:03 iter: 102199 total_loss: 5.981 loss_ce: 0.3292 loss_bbox: 0.1937 loss_giou: 0.3492 loss_ce_0: 0.5338 loss_bbox_0: 0.3344 loss_giou_0: 0.5372 loss_ce_1: 0.4132 loss_bbox_1: 0.2259 loss_giou_1: 0.389 loss_ce_2: 0.3433 loss_bbox_2: 0.2012 loss_giou_2: 0.3689 loss_ce_3: 0.3339 loss_bbox_3: 0.1999 loss_giou_3: 0.3558 loss_ce_4: 0.3213 loss_bbox_4: 0.1955 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:36] d2.utils.events INFO: eta: 1 day, 3:15:20 iter: 102219 total_loss: 6.377 loss_ce: 0.3693 loss_bbox: 0.1887 loss_giou: 0.3548 loss_ce_0: 0.552 loss_bbox_0: 0.3377 loss_giou_0: 0.5415 loss_ce_1: 0.4578 loss_bbox_1: 0.2328 loss_giou_1: 0.4088 loss_ce_2: 0.4033 loss_bbox_2: 0.2161 loss_giou_2: 0.3855 loss_ce_3: 0.3779 loss_bbox_3: 0.2039 loss_giou_3: 0.3681 loss_ce_4: 0.3778 loss_bbox_4: 0.1958 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:42] d2.utils.events INFO: eta: 1 day, 3:14:22 iter: 102239 total_loss: 6.341 loss_ce: 0.3381 loss_bbox: 0.2096 loss_giou: 0.3587 loss_ce_0: 0.5345 loss_bbox_0: 0.3557 loss_giou_0: 0.5284 loss_ce_1: 0.4293 loss_bbox_1: 0.2484 loss_giou_1: 0.4008 loss_ce_2: 0.3568 loss_bbox_2: 0.2242 loss_giou_2: 0.3741 loss_ce_3: 0.3432 loss_bbox_3: 0.2188 loss_giou_3: 0.3662 loss_ce_4: 0.3323 loss_bbox_4: 0.2091 loss_giou_4: 0.3648 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:48] d2.utils.events INFO: eta: 1 day, 3:13:51 iter: 102259 total_loss: 6.383 loss_ce: 0.3744 loss_bbox: 0.1986 loss_giou: 0.3602 loss_ce_0: 0.5646 loss_bbox_0: 0.3571 loss_giou_0: 0.5626 loss_ce_1: 0.463 loss_bbox_1: 0.2399 loss_giou_1: 0.4076 loss_ce_2: 0.4051 loss_bbox_2: 0.2158 loss_giou_2: 0.377 loss_ce_3: 0.3723 loss_bbox_3: 0.1994 loss_giou_3: 0.3651 loss_ce_4: 0.3724 loss_bbox_4: 0.1986 loss_giou_4: 0.36 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:53] d2.utils.events INFO: eta: 1 day, 3:13:51 iter: 102279 total_loss: 6.246 loss_ce: 0.3513 loss_bbox: 0.2188 loss_giou: 0.356 loss_ce_0: 0.555 loss_bbox_0: 0.3454 loss_giou_0: 0.5559 loss_ce_1: 0.449 loss_bbox_1: 0.2386 loss_giou_1: 0.4148 loss_ce_2: 0.3818 loss_bbox_2: 0.224 loss_giou_2: 0.3793 loss_ce_3: 0.3582 loss_bbox_3: 0.2194 loss_giou_3: 0.3657 loss_ce_4: 0.3456 loss_bbox_4: 0.2176 loss_giou_4: 0.3592 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:31:59] d2.utils.events INFO: eta: 1 day, 3:13:46 iter: 102299 total_loss: 6.105 loss_ce: 0.3351 loss_bbox: 0.2011 loss_giou: 0.3682 loss_ce_0: 0.5336 loss_bbox_0: 0.3352 loss_giou_0: 0.5365 loss_ce_1: 0.4286 loss_bbox_1: 0.2346 loss_giou_1: 0.4163 loss_ce_2: 0.3706 loss_bbox_2: 0.2143 loss_giou_2: 0.3883 loss_ce_3: 0.3417 loss_bbox_3: 0.2074 loss_giou_3: 0.3776 loss_ce_4: 0.3315 loss_bbox_4: 0.2 loss_giou_4: 0.3695 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:05] d2.utils.events INFO: eta: 1 day, 3:13:59 iter: 102319 total_loss: 6.321 loss_ce: 0.3233 loss_bbox: 0.2194 loss_giou: 0.3685 loss_ce_0: 0.5392 loss_bbox_0: 0.3516 loss_giou_0: 0.561 loss_ce_1: 0.4387 loss_bbox_1: 0.242 loss_giou_1: 0.4178 loss_ce_2: 0.3736 loss_bbox_2: 0.2291 loss_giou_2: 0.3889 loss_ce_3: 0.3344 loss_bbox_3: 0.2203 loss_giou_3: 0.3736 loss_ce_4: 0.325 loss_bbox_4: 0.2204 loss_giou_4: 0.372 time: 0.2802 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:10] d2.utils.events INFO: eta: 1 day, 3:13:45 iter: 102339 total_loss: 6.113 loss_ce: 0.3363 loss_bbox: 0.208 loss_giou: 0.335 loss_ce_0: 0.5276 loss_bbox_0: 0.3352 loss_giou_0: 0.5286 loss_ce_1: 0.4402 loss_bbox_1: 0.2404 loss_giou_1: 0.3836 loss_ce_2: 0.3851 loss_bbox_2: 0.2158 loss_giou_2: 0.3518 loss_ce_3: 0.3475 loss_bbox_3: 0.2111 loss_giou_3: 0.345 loss_ce_4: 0.3404 loss_bbox_4: 0.2077 loss_giou_4: 0.3382 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:16] d2.utils.events INFO: eta: 1 day, 3:13:58 iter: 102359 total_loss: 6.243 loss_ce: 0.3665 loss_bbox: 0.1965 loss_giou: 0.3439 loss_ce_0: 0.5463 loss_bbox_0: 0.344 loss_giou_0: 0.5429 loss_ce_1: 0.4441 loss_bbox_1: 0.2305 loss_giou_1: 0.3936 loss_ce_2: 0.4002 loss_bbox_2: 0.2089 loss_giou_2: 0.3586 loss_ce_3: 0.3684 loss_bbox_3: 0.2028 loss_giou_3: 0.3529 loss_ce_4: 0.3689 loss_bbox_4: 0.1965 loss_giou_4: 0.3503 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:22] d2.utils.events INFO: eta: 1 day, 3:14:00 iter: 102379 total_loss: 6.255 loss_ce: 0.3443 loss_bbox: 0.2038 loss_giou: 0.3814 loss_ce_0: 0.5334 loss_bbox_0: 0.341 loss_giou_0: 0.5911 loss_ce_1: 0.4371 loss_bbox_1: 0.2414 loss_giou_1: 0.4375 loss_ce_2: 0.3738 loss_bbox_2: 0.2195 loss_giou_2: 0.395 loss_ce_3: 0.3427 loss_bbox_3: 0.2084 loss_giou_3: 0.3852 loss_ce_4: 0.3453 loss_bbox_4: 0.2043 loss_giou_4: 0.3815 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:27] d2.utils.events INFO: eta: 1 day, 3:13:46 iter: 102399 total_loss: 6.3 loss_ce: 0.3523 loss_bbox: 0.2009 loss_giou: 0.3599 loss_ce_0: 0.5351 loss_bbox_0: 0.3386 loss_giou_0: 0.5823 loss_ce_1: 0.4414 loss_bbox_1: 0.2282 loss_giou_1: 0.4175 loss_ce_2: 0.3862 loss_bbox_2: 0.2059 loss_giou_2: 0.3848 loss_ce_3: 0.3634 loss_bbox_3: 0.2059 loss_giou_3: 0.3702 loss_ce_4: 0.361 loss_bbox_4: 0.2019 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:33] d2.utils.events INFO: eta: 1 day, 3:13:18 iter: 102419 total_loss: 6.556 loss_ce: 0.3435 loss_bbox: 0.2123 loss_giou: 0.3975 loss_ce_0: 0.5358 loss_bbox_0: 0.3497 loss_giou_0: 0.5866 loss_ce_1: 0.44 loss_bbox_1: 0.2459 loss_giou_1: 0.4579 loss_ce_2: 0.3824 loss_bbox_2: 0.226 loss_giou_2: 0.4208 loss_ce_3: 0.3556 loss_bbox_3: 0.2146 loss_giou_3: 0.4008 loss_ce_4: 0.3468 loss_bbox_4: 0.211 loss_giou_4: 0.3954 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:39] d2.utils.events INFO: eta: 1 day, 3:13:38 iter: 102439 total_loss: 6.536 loss_ce: 0.3861 loss_bbox: 0.2225 loss_giou: 0.3619 loss_ce_0: 0.5643 loss_bbox_0: 0.3614 loss_giou_0: 0.5819 loss_ce_1: 0.468 loss_bbox_1: 0.2461 loss_giou_1: 0.4266 loss_ce_2: 0.407 loss_bbox_2: 0.2326 loss_giou_2: 0.3812 loss_ce_3: 0.3767 loss_bbox_3: 0.2292 loss_giou_3: 0.3705 loss_ce_4: 0.3873 loss_bbox_4: 0.2205 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:44] d2.utils.events INFO: eta: 1 day, 3:13:12 iter: 102459 total_loss: 6.066 loss_ce: 0.3363 loss_bbox: 0.1835 loss_giou: 0.3484 loss_ce_0: 0.5276 loss_bbox_0: 0.3247 loss_giou_0: 0.5657 loss_ce_1: 0.4189 loss_bbox_1: 0.2241 loss_giou_1: 0.4049 loss_ce_2: 0.3665 loss_bbox_2: 0.1959 loss_giou_2: 0.3682 loss_ce_3: 0.3458 loss_bbox_3: 0.1885 loss_giou_3: 0.3558 loss_ce_4: 0.3346 loss_bbox_4: 0.1883 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:50] d2.utils.events INFO: eta: 1 day, 3:13:14 iter: 102479 total_loss: 6.335 loss_ce: 0.3601 loss_bbox: 0.2084 loss_giou: 0.3647 loss_ce_0: 0.546 loss_bbox_0: 0.3646 loss_giou_0: 0.5654 loss_ce_1: 0.4459 loss_bbox_1: 0.2476 loss_giou_1: 0.4137 loss_ce_2: 0.3867 loss_bbox_2: 0.2263 loss_giou_2: 0.3752 loss_ce_3: 0.3598 loss_bbox_3: 0.2159 loss_giou_3: 0.3697 loss_ce_4: 0.359 loss_bbox_4: 0.21 loss_giou_4: 0.3623 time: 0.2802 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 21:32:56] d2.utils.events INFO: eta: 1 day, 3:12:27 iter: 102499 total_loss: 6.301 loss_ce: 0.3392 loss_bbox: 0.1973 loss_giou: 0.3726 loss_ce_0: 0.5625 loss_bbox_0: 0.357 loss_giou_0: 0.5682 loss_ce_1: 0.4692 loss_bbox_1: 0.2342 loss_giou_1: 0.414 loss_ce_2: 0.4065 loss_bbox_2: 0.2007 loss_giou_2: 0.3787 loss_ce_3: 0.3536 loss_bbox_3: 0.2069 loss_giou_3: 0.376 loss_ce_4: 0.3472 loss_bbox_4: 0.21 loss_giou_4: 0.3765 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:33:01] d2.utils.events INFO: eta: 1 day, 3:11:54 iter: 102519 total_loss: 6.397 loss_ce: 0.3566 loss_bbox: 0.2069 loss_giou: 0.386 loss_ce_0: 0.5581 loss_bbox_0: 0.3415 loss_giou_0: 0.5934 loss_ce_1: 0.4503 loss_bbox_1: 0.2367 loss_giou_1: 0.441 loss_ce_2: 0.3885 loss_bbox_2: 0.2091 loss_giou_2: 0.4049 loss_ce_3: 0.368 loss_bbox_3: 0.2062 loss_giou_3: 0.3918 loss_ce_4: 0.3639 loss_bbox_4: 0.2065 loss_giou_4: 0.3935 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 21:33:07] d2.utils.events INFO: eta: 1 day, 3:11:49 iter: 102539 total_loss: 6.261 loss_ce: 0.3526 loss_bbox: 0.2118 loss_giou: 0.3423 loss_ce_0: 0.5386 loss_bbox_0: 0.3493 loss_giou_0: 0.5341 loss_ce_1: 0.4467 loss_bbox_1: 0.2493 loss_giou_1: 0.3977 loss_ce_2: 0.3789 loss_bbox_2: 0.2185 loss_giou_2: 0.3691 loss_ce_3: 0.3603 loss_bbox_3: 0.2167 loss_giou_3: 0.3549 loss_ce_4: 0.3488 loss_bbox_4: 0.2107 loss_giou_4: 0.3465 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 21:33:13] d2.utils.events INFO: eta: 1 day, 3:12:29 iter: 102559 total_loss: 6.64 loss_ce: 0.3605 loss_bbox: 0.2061 loss_giou: 0.3879 loss_ce_0: 0.5394 loss_bbox_0: 0.3414 loss_giou_0: 0.6002 loss_ce_1: 0.441 loss_bbox_1: 0.2453 loss_giou_1: 0.464 loss_ce_2: 0.3832 loss_bbox_2: 0.2158 loss_giou_2: 0.4119 loss_ce_3: 0.3677 loss_bbox_3: 0.2104 loss_giou_3: 0.3971 loss_ce_4: 0.3659 loss_bbox_4: 0.2103 loss_giou_4: 0.3923 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 21:33:19] d2.utils.events INFO: eta: 1 day, 3:12:33 iter: 102579 total_loss: 6.347 loss_ce: 0.3638 loss_bbox: 0.1972 loss_giou: 0.3641 loss_ce_0: 0.5478 loss_bbox_0: 0.3453 loss_giou_0: 0.5644 loss_ce_1: 0.4481 loss_bbox_1: 0.2345 loss_giou_1: 0.4251 loss_ce_2: 0.3912 loss_bbox_2: 0.2091 loss_giou_2: 0.3794 loss_ce_3: 0.3726 loss_bbox_3: 0.2014 loss_giou_3: 0.3662 loss_ce_4: 0.3642 loss_bbox_4: 0.1998 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 21:33:24] d2.utils.events INFO: eta: 1 day, 3:12:53 iter: 102599 total_loss: 6.35 loss_ce: 0.3593 loss_bbox: 0.2144 loss_giou: 0.3687 loss_ce_0: 0.5228 loss_bbox_0: 0.343 loss_giou_0: 0.5508 loss_ce_1: 0.4488 loss_bbox_1: 0.2371 loss_giou_1: 0.4128 loss_ce_2: 0.3883 loss_bbox_2: 0.2201 loss_giou_2: 0.3904 loss_ce_3: 0.3636 loss_bbox_3: 0.2172 loss_giou_3: 0.38 loss_ce_4: 0.3598 loss_bbox_4: 0.211 loss_giou_4: 0.3715 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 21:33:31] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 21:33:31] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 21:33:31] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 21:33:31] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 21:33:31] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 21:33:32] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 21:33:38] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0012 s/iter. Inference: 0.0553 s/iter. Eval: 0.0003 s/iter. Total: 0.0569 s/iter. ETA=0:00:34 [11/02 21:33:43] d2.evaluation.evaluator INFO: Inference done 109/625. Dataloading: 0.0028 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:26 [11/02 21:33:48] d2.evaluation.evaluator INFO: Inference done 205/625. Dataloading: 0.0028 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:21 [11/02 21:33:53] d2.evaluation.evaluator INFO: Inference done 300/625. Dataloading: 0.0029 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0522 s/iter. ETA=0:00:16 [11/02 21:33:58] d2.evaluation.evaluator INFO: Inference done 392/625. Dataloading: 0.0029 s/iter. Inference: 0.0495 s/iter. Eval: 0.0004 s/iter. Total: 0.0528 s/iter. ETA=0:00:12 [11/02 21:34:03] d2.evaluation.evaluator INFO: Inference done 487/625. Dataloading: 0.0029 s/iter. Inference: 0.0495 s/iter. Eval: 0.0004 s/iter. Total: 0.0529 s/iter. ETA=0:00:07 [11/02 21:34:08] d2.evaluation.evaluator INFO: Inference done 584/625. Dataloading: 0.0029 s/iter. Inference: 0.0494 s/iter. Eval: 0.0004 s/iter. Total: 0.0527 s/iter. ETA=0:00:02 [11/02 21:34:11] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.086680 (0.053366 s / iter per device, on 8 devices) [11/02 21:34:11] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049383 s / iter per device, on 8 devices) [11/02 21:34:17] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 21:34:17] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 21:34:19] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 21:34:24] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 21:34:37] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.40 seconds. [11/02 21:34:38] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 21:34:39] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.46 seconds. [11/02 21:34:39] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 39.245 | 57.637 | 41.836 | 21.485 | 42.056 | 55.372 | [11/02 21:34:39] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 50.582 | bicycle | 26.264 | car | 39.434 | | motorcycle | 39.471 | airplane | 66.262 | bus | 61.505 | | train | 63.157 | truck | 34.215 | boat | 23.112 | | traffic light | 26.266 | fire hydrant | 64.978 | stop sign | 64.675 | | parking meter | 42.716 | bench | 22.434 | bird | 33.966 | | cat | 70.292 | dog | 61.661 | horse | 58.191 | | sheep | 45.798 | cow | 56.652 | elephant | 65.456 | | bear | 73.165 | zebra | 63.982 | giraffe | 64.179 | | backpack | 13.755 | umbrella | 32.854 | handbag | 11.292 | | tie | 25.917 | suitcase | 32.910 | frisbee | 66.787 | | skis | 23.668 | snowboard | 36.264 | sports ball | 44.780 | | kite | 41.823 | baseball bat | 25.169 | baseball glove | 35.225 | | skateboard | 47.611 | surfboard | 35.764 | tennis racket | 45.165 | | bottle | 33.476 | wine glass | 28.697 | cup | 37.262 | | fork | 28.155 | knife | 12.460 | spoon | 13.060 | | bowl | 40.840 | banana | 22.237 | apple | 18.488 | | sandwich | 34.722 | orange | 28.541 | broccoli | 20.431 | | carrot | 20.806 | hot dog | 32.114 | pizza | 52.672 | | donut | 41.963 | cake | 32.062 | chair | 20.939 | | couch | 46.713 | potted plant | 22.457 | bed | 45.022 | | dining table | 28.829 | toilet | 61.575 | tv | 56.157 | | laptop | 55.221 | mouse | 54.944 | remote | 26.034 | | keyboard | 47.345 | cell phone | 32.978 | microwave | 58.646 | | oven | 32.054 | toaster | 21.015 | sink | 33.411 | | refrigerator | 55.503 | book | 9.930 | clock | 48.753 | | vase | 35.892 | scissors | 35.449 | teddy bear | 43.457 | | hair drier | 9.111 | toothbrush | 22.762 | | | [11/02 21:34:40] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 21:34:40] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 21:34:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 21:34:40] d2.evaluation.testing INFO: copypaste: 39.2447,57.6373,41.8360,21.4849,42.0561,55.3720 [11/02 21:34:40] d2.utils.events INFO: eta: 1 day, 3:12:48 iter: 102619 total_loss: 6.259 loss_ce: 0.3491 loss_bbox: 0.2089 loss_giou: 0.3668 loss_ce_0: 0.5294 loss_bbox_0: 0.3627 loss_giou_0: 0.577 loss_ce_1: 0.444 loss_bbox_1: 0.2408 loss_giou_1: 0.4119 loss_ce_2: 0.3782 loss_bbox_2: 0.22 loss_giou_2: 0.384 loss_ce_3: 0.3605 loss_bbox_3: 0.2147 loss_giou_3: 0.3785 loss_ce_4: 0.3456 loss_bbox_4: 0.2077 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 21:34:46] d2.utils.events INFO: eta: 1 day, 3:12:42 iter: 102639 total_loss: 6.18 loss_ce: 0.3538 loss_bbox: 0.2068 loss_giou: 0.355 loss_ce_0: 0.526 loss_bbox_0: 0.3531 loss_giou_0: 0.5317 loss_ce_1: 0.4398 loss_bbox_1: 0.25 loss_giou_1: 0.398 loss_ce_2: 0.3852 loss_bbox_2: 0.2203 loss_giou_2: 0.3747 loss_ce_3: 0.3626 loss_bbox_3: 0.215 loss_giou_3: 0.3664 loss_ce_4: 0.3545 loss_bbox_4: 0.2099 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 21:34:52] d2.utils.events INFO: eta: 1 day, 3:12:50 iter: 102659 total_loss: 6.187 loss_ce: 0.3278 loss_bbox: 0.214 loss_giou: 0.3566 loss_ce_0: 0.5218 loss_bbox_0: 0.3334 loss_giou_0: 0.5574 loss_ce_1: 0.4349 loss_bbox_1: 0.2318 loss_giou_1: 0.4011 loss_ce_2: 0.3636 loss_bbox_2: 0.2163 loss_giou_2: 0.3689 loss_ce_3: 0.3409 loss_bbox_3: 0.2117 loss_giou_3: 0.364 loss_ce_4: 0.327 loss_bbox_4: 0.2137 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 21:34:57] d2.utils.events INFO: eta: 1 day, 3:13:43 iter: 102679 total_loss: 6.473 loss_ce: 0.3544 loss_bbox: 0.2082 loss_giou: 0.3776 loss_ce_0: 0.5475 loss_bbox_0: 0.3491 loss_giou_0: 0.5741 loss_ce_1: 0.4375 loss_bbox_1: 0.2527 loss_giou_1: 0.4338 loss_ce_2: 0.3894 loss_bbox_2: 0.2266 loss_giou_2: 0.3981 loss_ce_3: 0.3677 loss_bbox_3: 0.216 loss_giou_3: 0.3841 loss_ce_4: 0.36 loss_bbox_4: 0.2109 loss_giou_4: 0.3811 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:03] d2.utils.events INFO: eta: 1 day, 3:13:53 iter: 102699 total_loss: 6.264 loss_ce: 0.3386 loss_bbox: 0.2047 loss_giou: 0.3544 loss_ce_0: 0.5242 loss_bbox_0: 0.3554 loss_giou_0: 0.5517 loss_ce_1: 0.4423 loss_bbox_1: 0.2479 loss_giou_1: 0.4162 loss_ce_2: 0.3746 loss_bbox_2: 0.2157 loss_giou_2: 0.3804 loss_ce_3: 0.3441 loss_bbox_3: 0.2076 loss_giou_3: 0.3654 loss_ce_4: 0.3461 loss_bbox_4: 0.2087 loss_giou_4: 0.3577 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:09] d2.utils.events INFO: eta: 1 day, 3:13:23 iter: 102719 total_loss: 6.16 loss_ce: 0.323 loss_bbox: 0.2224 loss_giou: 0.3604 loss_ce_0: 0.5332 loss_bbox_0: 0.3516 loss_giou_0: 0.5492 loss_ce_1: 0.4199 loss_bbox_1: 0.2543 loss_giou_1: 0.415 loss_ce_2: 0.3542 loss_bbox_2: 0.2354 loss_giou_2: 0.3795 loss_ce_3: 0.3302 loss_bbox_3: 0.2328 loss_giou_3: 0.3679 loss_ce_4: 0.3205 loss_bbox_4: 0.2257 loss_giou_4: 0.3595 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:14] d2.utils.events INFO: eta: 1 day, 3:11:19 iter: 102739 total_loss: 6.288 loss_ce: 0.3768 loss_bbox: 0.2011 loss_giou: 0.3324 loss_ce_0: 0.5495 loss_bbox_0: 0.3434 loss_giou_0: 0.5164 loss_ce_1: 0.4561 loss_bbox_1: 0.2435 loss_giou_1: 0.3779 loss_ce_2: 0.4032 loss_bbox_2: 0.2218 loss_giou_2: 0.342 loss_ce_3: 0.3806 loss_bbox_3: 0.2161 loss_giou_3: 0.336 loss_ce_4: 0.3742 loss_bbox_4: 0.2082 loss_giou_4: 0.3376 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:20] d2.utils.events INFO: eta: 1 day, 3:10:47 iter: 102759 total_loss: 6.17 loss_ce: 0.3267 loss_bbox: 0.2057 loss_giou: 0.358 loss_ce_0: 0.5308 loss_bbox_0: 0.3325 loss_giou_0: 0.5424 loss_ce_1: 0.4201 loss_bbox_1: 0.2385 loss_giou_1: 0.4001 loss_ce_2: 0.367 loss_bbox_2: 0.2241 loss_giou_2: 0.3701 loss_ce_3: 0.3366 loss_bbox_3: 0.2119 loss_giou_3: 0.3649 loss_ce_4: 0.3286 loss_bbox_4: 0.2056 loss_giou_4: 0.3604 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:26] d2.utils.events INFO: eta: 1 day, 3:10:46 iter: 102779 total_loss: 6.496 loss_ce: 0.3513 loss_bbox: 0.2109 loss_giou: 0.4005 loss_ce_0: 0.5375 loss_bbox_0: 0.353 loss_giou_0: 0.5804 loss_ce_1: 0.4304 loss_bbox_1: 0.246 loss_giou_1: 0.4402 loss_ce_2: 0.369 loss_bbox_2: 0.2243 loss_giou_2: 0.4085 loss_ce_3: 0.3452 loss_bbox_3: 0.2149 loss_giou_3: 0.4056 loss_ce_4: 0.3454 loss_bbox_4: 0.2159 loss_giou_4: 0.4024 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:31] d2.utils.events INFO: eta: 1 day, 3:10:35 iter: 102799 total_loss: 6.328 loss_ce: 0.3215 loss_bbox: 0.2112 loss_giou: 0.3785 loss_ce_0: 0.5372 loss_bbox_0: 0.3401 loss_giou_0: 0.5613 loss_ce_1: 0.4442 loss_bbox_1: 0.2436 loss_giou_1: 0.4207 loss_ce_2: 0.364 loss_bbox_2: 0.2212 loss_giou_2: 0.3898 loss_ce_3: 0.3371 loss_bbox_3: 0.2106 loss_giou_3: 0.3837 loss_ce_4: 0.3281 loss_bbox_4: 0.2097 loss_giou_4: 0.3786 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:37] d2.utils.events INFO: eta: 1 day, 3:10:30 iter: 102819 total_loss: 6.146 loss_ce: 0.3442 loss_bbox: 0.2071 loss_giou: 0.3657 loss_ce_0: 0.5235 loss_bbox_0: 0.33 loss_giou_0: 0.5703 loss_ce_1: 0.4298 loss_bbox_1: 0.2321 loss_giou_1: 0.4154 loss_ce_2: 0.3628 loss_bbox_2: 0.2148 loss_giou_2: 0.3776 loss_ce_3: 0.347 loss_bbox_3: 0.2094 loss_giou_3: 0.3682 loss_ce_4: 0.3387 loss_bbox_4: 0.2068 loss_giou_4: 0.3656 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:43] d2.utils.events INFO: eta: 1 day, 3:10:29 iter: 102839 total_loss: 6.119 loss_ce: 0.3437 loss_bbox: 0.1988 loss_giou: 0.3641 loss_ce_0: 0.5449 loss_bbox_0: 0.338 loss_giou_0: 0.5451 loss_ce_1: 0.4388 loss_bbox_1: 0.2311 loss_giou_1: 0.4017 loss_ce_2: 0.3757 loss_bbox_2: 0.2118 loss_giou_2: 0.3712 loss_ce_3: 0.3506 loss_bbox_3: 0.2036 loss_giou_3: 0.3637 loss_ce_4: 0.3432 loss_bbox_4: 0.1989 loss_giou_4: 0.3611 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:48] d2.utils.events INFO: eta: 1 day, 3:10:18 iter: 102859 total_loss: 6.468 loss_ce: 0.3614 loss_bbox: 0.1986 loss_giou: 0.3809 loss_ce_0: 0.5328 loss_bbox_0: 0.3419 loss_giou_0: 0.5793 loss_ce_1: 0.4436 loss_bbox_1: 0.2264 loss_giou_1: 0.4356 loss_ce_2: 0.3879 loss_bbox_2: 0.2084 loss_giou_2: 0.4029 loss_ce_3: 0.369 loss_bbox_3: 0.1994 loss_giou_3: 0.3856 loss_ce_4: 0.3602 loss_bbox_4: 0.198 loss_giou_4: 0.3834 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 21:35:54] d2.utils.events INFO: eta: 1 day, 3:10:26 iter: 102879 total_loss: 6.3 loss_ce: 0.3503 loss_bbox: 0.2174 loss_giou: 0.3598 loss_ce_0: 0.5284 loss_bbox_0: 0.3496 loss_giou_0: 0.5563 loss_ce_1: 0.4207 loss_bbox_1: 0.2492 loss_giou_1: 0.4185 loss_ce_2: 0.3784 loss_bbox_2: 0.226 loss_giou_2: 0.3788 loss_ce_3: 0.353 loss_bbox_3: 0.2257 loss_giou_3: 0.3715 loss_ce_4: 0.3544 loss_bbox_4: 0.2174 loss_giou_4: 0.3643 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:00] d2.utils.events INFO: eta: 1 day, 3:09:55 iter: 102899 total_loss: 5.894 loss_ce: 0.3255 loss_bbox: 0.1969 loss_giou: 0.353 loss_ce_0: 0.5097 loss_bbox_0: 0.3243 loss_giou_0: 0.5506 loss_ce_1: 0.4054 loss_bbox_1: 0.2297 loss_giou_1: 0.4161 loss_ce_2: 0.3508 loss_bbox_2: 0.2074 loss_giou_2: 0.3749 loss_ce_3: 0.3241 loss_bbox_3: 0.1955 loss_giou_3: 0.3613 loss_ce_4: 0.3194 loss_bbox_4: 0.1918 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:06] d2.utils.events INFO: eta: 1 day, 3:09:18 iter: 102919 total_loss: 6.098 loss_ce: 0.3262 loss_bbox: 0.2065 loss_giou: 0.3447 loss_ce_0: 0.5188 loss_bbox_0: 0.3545 loss_giou_0: 0.5258 loss_ce_1: 0.4201 loss_bbox_1: 0.2414 loss_giou_1: 0.393 loss_ce_2: 0.3624 loss_bbox_2: 0.2204 loss_giou_2: 0.3702 loss_ce_3: 0.3289 loss_bbox_3: 0.2132 loss_giou_3: 0.3588 loss_ce_4: 0.3298 loss_bbox_4: 0.2038 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:11] d2.utils.events INFO: eta: 1 day, 3:09:56 iter: 102939 total_loss: 6.634 loss_ce: 0.3544 loss_bbox: 0.2257 loss_giou: 0.3884 loss_ce_0: 0.5579 loss_bbox_0: 0.3569 loss_giou_0: 0.5763 loss_ce_1: 0.4485 loss_bbox_1: 0.2626 loss_giou_1: 0.4415 loss_ce_2: 0.394 loss_bbox_2: 0.2372 loss_giou_2: 0.4072 loss_ce_3: 0.3632 loss_bbox_3: 0.2355 loss_giou_3: 0.3973 loss_ce_4: 0.3524 loss_bbox_4: 0.2313 loss_giou_4: 0.3887 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:17] d2.utils.events INFO: eta: 1 day, 3:09:15 iter: 102959 total_loss: 6.131 loss_ce: 0.3291 loss_bbox: 0.1974 loss_giou: 0.3554 loss_ce_0: 0.538 loss_bbox_0: 0.3309 loss_giou_0: 0.5546 loss_ce_1: 0.4192 loss_bbox_1: 0.2386 loss_giou_1: 0.4091 loss_ce_2: 0.3727 loss_bbox_2: 0.2176 loss_giou_2: 0.3773 loss_ce_3: 0.335 loss_bbox_3: 0.2013 loss_giou_3: 0.3645 loss_ce_4: 0.3289 loss_bbox_4: 0.2009 loss_giou_4: 0.3581 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:23] d2.utils.events INFO: eta: 1 day, 3:09:04 iter: 102979 total_loss: 6.507 loss_ce: 0.3592 loss_bbox: 0.2084 loss_giou: 0.3692 loss_ce_0: 0.5349 loss_bbox_0: 0.3646 loss_giou_0: 0.5685 loss_ce_1: 0.4391 loss_bbox_1: 0.2424 loss_giou_1: 0.4232 loss_ce_2: 0.3748 loss_bbox_2: 0.2159 loss_giou_2: 0.3912 loss_ce_3: 0.3665 loss_bbox_3: 0.2066 loss_giou_3: 0.3901 loss_ce_4: 0.3588 loss_bbox_4: 0.2048 loss_giou_4: 0.3758 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:28] d2.utils.events INFO: eta: 1 day, 3:08:56 iter: 102999 total_loss: 6.466 loss_ce: 0.3492 loss_bbox: 0.2121 loss_giou: 0.3745 loss_ce_0: 0.5277 loss_bbox_0: 0.3604 loss_giou_0: 0.549 loss_ce_1: 0.4349 loss_bbox_1: 0.2476 loss_giou_1: 0.4109 loss_ce_2: 0.3839 loss_bbox_2: 0.2294 loss_giou_2: 0.3852 loss_ce_3: 0.3612 loss_bbox_3: 0.2174 loss_giou_3: 0.3744 loss_ce_4: 0.345 loss_bbox_4: 0.2144 loss_giou_4: 0.3743 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:34] d2.utils.events INFO: eta: 1 day, 3:08:14 iter: 103019 total_loss: 6.083 loss_ce: 0.324 loss_bbox: 0.199 loss_giou: 0.3467 loss_ce_0: 0.5076 loss_bbox_0: 0.3452 loss_giou_0: 0.5409 loss_ce_1: 0.4103 loss_bbox_1: 0.2356 loss_giou_1: 0.4001 loss_ce_2: 0.3552 loss_bbox_2: 0.2158 loss_giou_2: 0.3652 loss_ce_3: 0.3222 loss_bbox_3: 0.2084 loss_giou_3: 0.3593 loss_ce_4: 0.3286 loss_bbox_4: 0.2022 loss_giou_4: 0.3503 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:40] d2.utils.events INFO: eta: 1 day, 3:08:27 iter: 103039 total_loss: 6.117 loss_ce: 0.333 loss_bbox: 0.2024 loss_giou: 0.3643 loss_ce_0: 0.5132 loss_bbox_0: 0.3391 loss_giou_0: 0.5702 loss_ce_1: 0.4268 loss_bbox_1: 0.2355 loss_giou_1: 0.4186 loss_ce_2: 0.3684 loss_bbox_2: 0.209 loss_giou_2: 0.3857 loss_ce_3: 0.3324 loss_bbox_3: 0.2025 loss_giou_3: 0.3711 loss_ce_4: 0.3226 loss_bbox_4: 0.2056 loss_giou_4: 0.3632 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:45] d2.utils.events INFO: eta: 1 day, 3:08:06 iter: 103059 total_loss: 6.139 loss_ce: 0.3381 loss_bbox: 0.1992 loss_giou: 0.3637 loss_ce_0: 0.5187 loss_bbox_0: 0.3448 loss_giou_0: 0.5531 loss_ce_1: 0.4067 loss_bbox_1: 0.2337 loss_giou_1: 0.4131 loss_ce_2: 0.3598 loss_bbox_2: 0.2103 loss_giou_2: 0.3858 loss_ce_3: 0.3492 loss_bbox_3: 0.2077 loss_giou_3: 0.3743 loss_ce_4: 0.3382 loss_bbox_4: 0.2001 loss_giou_4: 0.3665 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:51] d2.utils.events INFO: eta: 1 day, 3:07:32 iter: 103079 total_loss: 6.138 loss_ce: 0.3154 loss_bbox: 0.1967 loss_giou: 0.3747 loss_ce_0: 0.5417 loss_bbox_0: 0.3373 loss_giou_0: 0.5826 loss_ce_1: 0.4224 loss_bbox_1: 0.2337 loss_giou_1: 0.4317 loss_ce_2: 0.3597 loss_bbox_2: 0.2105 loss_giou_2: 0.392 loss_ce_3: 0.33 loss_bbox_3: 0.2069 loss_giou_3: 0.3802 loss_ce_4: 0.3221 loss_bbox_4: 0.2029 loss_giou_4: 0.3801 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 21:36:57] d2.utils.events INFO: eta: 1 day, 3:07:48 iter: 103099 total_loss: 6.146 loss_ce: 0.3509 loss_bbox: 0.2036 loss_giou: 0.3492 loss_ce_0: 0.5504 loss_bbox_0: 0.3408 loss_giou_0: 0.5444 loss_ce_1: 0.4389 loss_bbox_1: 0.2362 loss_giou_1: 0.3961 loss_ce_2: 0.3909 loss_bbox_2: 0.2126 loss_giou_2: 0.3622 loss_ce_3: 0.3563 loss_bbox_3: 0.2061 loss_giou_3: 0.3553 loss_ce_4: 0.3515 loss_bbox_4: 0.2013 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:02] d2.utils.events INFO: eta: 1 day, 3:07:21 iter: 103119 total_loss: 6.643 loss_ce: 0.3625 loss_bbox: 0.2283 loss_giou: 0.3862 loss_ce_0: 0.5465 loss_bbox_0: 0.3542 loss_giou_0: 0.5576 loss_ce_1: 0.4426 loss_bbox_1: 0.2646 loss_giou_1: 0.4347 loss_ce_2: 0.3923 loss_bbox_2: 0.2421 loss_giou_2: 0.3986 loss_ce_3: 0.37 loss_bbox_3: 0.2338 loss_giou_3: 0.3949 loss_ce_4: 0.3673 loss_bbox_4: 0.2272 loss_giou_4: 0.3906 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:08] d2.utils.events INFO: eta: 1 day, 3:07:43 iter: 103139 total_loss: 6.286 loss_ce: 0.3196 loss_bbox: 0.208 loss_giou: 0.3662 loss_ce_0: 0.5282 loss_bbox_0: 0.3393 loss_giou_0: 0.5427 loss_ce_1: 0.4137 loss_bbox_1: 0.2367 loss_giou_1: 0.4141 loss_ce_2: 0.3463 loss_bbox_2: 0.2203 loss_giou_2: 0.384 loss_ce_3: 0.3234 loss_bbox_3: 0.2129 loss_giou_3: 0.3784 loss_ce_4: 0.3228 loss_bbox_4: 0.2097 loss_giou_4: 0.3708 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:14] d2.utils.events INFO: eta: 1 day, 3:07:31 iter: 103159 total_loss: 6.296 loss_ce: 0.3509 loss_bbox: 0.1956 loss_giou: 0.3548 loss_ce_0: 0.5466 loss_bbox_0: 0.3545 loss_giou_0: 0.5344 loss_ce_1: 0.4263 loss_bbox_1: 0.2469 loss_giou_1: 0.3972 loss_ce_2: 0.3757 loss_bbox_2: 0.2161 loss_giou_2: 0.3685 loss_ce_3: 0.3469 loss_bbox_3: 0.2029 loss_giou_3: 0.3609 loss_ce_4: 0.3472 loss_bbox_4: 0.198 loss_giou_4: 0.3555 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:20] d2.utils.events INFO: eta: 1 day, 3:06:39 iter: 103179 total_loss: 6.164 loss_ce: 0.3317 loss_bbox: 0.2117 loss_giou: 0.3438 loss_ce_0: 0.5276 loss_bbox_0: 0.3402 loss_giou_0: 0.5159 loss_ce_1: 0.4344 loss_bbox_1: 0.2437 loss_giou_1: 0.3858 loss_ce_2: 0.3648 loss_bbox_2: 0.2273 loss_giou_2: 0.3593 loss_ce_3: 0.335 loss_bbox_3: 0.2137 loss_giou_3: 0.3463 loss_ce_4: 0.3306 loss_bbox_4: 0.2133 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:25] d2.utils.events INFO: eta: 1 day, 3:06:58 iter: 103199 total_loss: 6.359 loss_ce: 0.3642 loss_bbox: 0.2058 loss_giou: 0.363 loss_ce_0: 0.5512 loss_bbox_0: 0.3453 loss_giou_0: 0.5536 loss_ce_1: 0.4527 loss_bbox_1: 0.2388 loss_giou_1: 0.4138 loss_ce_2: 0.3952 loss_bbox_2: 0.2192 loss_giou_2: 0.3812 loss_ce_3: 0.3708 loss_bbox_3: 0.2101 loss_giou_3: 0.37 loss_ce_4: 0.3545 loss_bbox_4: 0.2108 loss_giou_4: 0.3677 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:31] d2.utils.events INFO: eta: 1 day, 3:06:43 iter: 103219 total_loss: 6.26 loss_ce: 0.3529 loss_bbox: 0.1933 loss_giou: 0.3493 loss_ce_0: 0.5363 loss_bbox_0: 0.3388 loss_giou_0: 0.5898 loss_ce_1: 0.4408 loss_bbox_1: 0.2383 loss_giou_1: 0.418 loss_ce_2: 0.3943 loss_bbox_2: 0.207 loss_giou_2: 0.3726 loss_ce_3: 0.3576 loss_bbox_3: 0.2022 loss_giou_3: 0.3591 loss_ce_4: 0.3524 loss_bbox_4: 0.1974 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:37] d2.utils.events INFO: eta: 1 day, 3:07:15 iter: 103239 total_loss: 6.516 loss_ce: 0.3661 loss_bbox: 0.21 loss_giou: 0.3633 loss_ce_0: 0.5442 loss_bbox_0: 0.3433 loss_giou_0: 0.5545 loss_ce_1: 0.4561 loss_bbox_1: 0.2407 loss_giou_1: 0.4172 loss_ce_2: 0.403 loss_bbox_2: 0.2184 loss_giou_2: 0.3832 loss_ce_3: 0.3696 loss_bbox_3: 0.22 loss_giou_3: 0.3703 loss_ce_4: 0.3662 loss_bbox_4: 0.2141 loss_giou_4: 0.3633 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:42] d2.utils.events INFO: eta: 1 day, 3:06:49 iter: 103259 total_loss: 6.279 loss_ce: 0.3525 loss_bbox: 0.1947 loss_giou: 0.3662 loss_ce_0: 0.5393 loss_bbox_0: 0.3279 loss_giou_0: 0.5778 loss_ce_1: 0.4332 loss_bbox_1: 0.2287 loss_giou_1: 0.4215 loss_ce_2: 0.3867 loss_bbox_2: 0.2038 loss_giou_2: 0.3904 loss_ce_3: 0.3532 loss_bbox_3: 0.2011 loss_giou_3: 0.3757 loss_ce_4: 0.3487 loss_bbox_4: 0.1947 loss_giou_4: 0.3686 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:48] d2.utils.events INFO: eta: 1 day, 3:06:36 iter: 103279 total_loss: 6.178 loss_ce: 0.341 loss_bbox: 0.2031 loss_giou: 0.3507 loss_ce_0: 0.5307 loss_bbox_0: 0.3601 loss_giou_0: 0.5538 loss_ce_1: 0.4441 loss_bbox_1: 0.2489 loss_giou_1: 0.3986 loss_ce_2: 0.3761 loss_bbox_2: 0.217 loss_giou_2: 0.3682 loss_ce_3: 0.3419 loss_bbox_3: 0.217 loss_giou_3: 0.3547 loss_ce_4: 0.3395 loss_bbox_4: 0.2114 loss_giou_4: 0.3489 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 21:37:54] d2.utils.events INFO: eta: 1 day, 3:06:51 iter: 103299 total_loss: 5.984 loss_ce: 0.3242 loss_bbox: 0.1973 loss_giou: 0.3445 loss_ce_0: 0.519 loss_bbox_0: 0.3313 loss_giou_0: 0.5366 loss_ce_1: 0.4087 loss_bbox_1: 0.2315 loss_giou_1: 0.3997 loss_ce_2: 0.3644 loss_bbox_2: 0.2144 loss_giou_2: 0.3656 loss_ce_3: 0.3354 loss_bbox_3: 0.2054 loss_giou_3: 0.3559 loss_ce_4: 0.3215 loss_bbox_4: 0.2028 loss_giou_4: 0.3499 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:00] d2.utils.events INFO: eta: 1 day, 3:07:22 iter: 103319 total_loss: 6.143 loss_ce: 0.3317 loss_bbox: 0.1954 loss_giou: 0.3532 loss_ce_0: 0.5442 loss_bbox_0: 0.3299 loss_giou_0: 0.5466 loss_ce_1: 0.4336 loss_bbox_1: 0.2242 loss_giou_1: 0.4054 loss_ce_2: 0.3703 loss_bbox_2: 0.2032 loss_giou_2: 0.3761 loss_ce_3: 0.3419 loss_bbox_3: 0.1952 loss_giou_3: 0.3669 loss_ce_4: 0.3349 loss_bbox_4: 0.195 loss_giou_4: 0.3577 time: 0.2802 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:05] d2.utils.events INFO: eta: 1 day, 3:06:19 iter: 103339 total_loss: 6.364 loss_ce: 0.351 loss_bbox: 0.2087 loss_giou: 0.3692 loss_ce_0: 0.5492 loss_bbox_0: 0.3471 loss_giou_0: 0.5337 loss_ce_1: 0.442 loss_bbox_1: 0.2448 loss_giou_1: 0.4107 loss_ce_2: 0.3878 loss_bbox_2: 0.2127 loss_giou_2: 0.3804 loss_ce_3: 0.363 loss_bbox_3: 0.2129 loss_giou_3: 0.3736 loss_ce_4: 0.3583 loss_bbox_4: 0.2114 loss_giou_4: 0.3689 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:11] d2.utils.events INFO: eta: 1 day, 3:06:27 iter: 103359 total_loss: 6.455 loss_ce: 0.3499 loss_bbox: 0.2011 loss_giou: 0.3687 loss_ce_0: 0.5374 loss_bbox_0: 0.3436 loss_giou_0: 0.5588 loss_ce_1: 0.4348 loss_bbox_1: 0.2366 loss_giou_1: 0.421 loss_ce_2: 0.3702 loss_bbox_2: 0.2117 loss_giou_2: 0.3875 loss_ce_3: 0.3492 loss_bbox_3: 0.2036 loss_giou_3: 0.3855 loss_ce_4: 0.3488 loss_bbox_4: 0.198 loss_giou_4: 0.3763 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:17] d2.utils.events INFO: eta: 1 day, 3:06:08 iter: 103379 total_loss: 6.365 loss_ce: 0.3483 loss_bbox: 0.2126 loss_giou: 0.3658 loss_ce_0: 0.5387 loss_bbox_0: 0.3487 loss_giou_0: 0.5512 loss_ce_1: 0.4269 loss_bbox_1: 0.2451 loss_giou_1: 0.4062 loss_ce_2: 0.3675 loss_bbox_2: 0.2206 loss_giou_2: 0.3822 loss_ce_3: 0.3575 loss_bbox_3: 0.22 loss_giou_3: 0.3693 loss_ce_4: 0.347 loss_bbox_4: 0.2106 loss_giou_4: 0.368 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:22] d2.utils.events INFO: eta: 1 day, 3:06:16 iter: 103399 total_loss: 6.259 loss_ce: 0.354 loss_bbox: 0.213 loss_giou: 0.3466 loss_ce_0: 0.5314 loss_bbox_0: 0.3579 loss_giou_0: 0.553 loss_ce_1: 0.4384 loss_bbox_1: 0.2633 loss_giou_1: 0.3926 loss_ce_2: 0.3871 loss_bbox_2: 0.235 loss_giou_2: 0.3669 loss_ce_3: 0.3571 loss_bbox_3: 0.2215 loss_giou_3: 0.3569 loss_ce_4: 0.3477 loss_bbox_4: 0.2187 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:28] d2.utils.events INFO: eta: 1 day, 3:05:56 iter: 103419 total_loss: 6.475 loss_ce: 0.3665 loss_bbox: 0.2016 loss_giou: 0.3762 loss_ce_0: 0.5406 loss_bbox_0: 0.3448 loss_giou_0: 0.5642 loss_ce_1: 0.4508 loss_bbox_1: 0.2297 loss_giou_1: 0.4217 loss_ce_2: 0.3888 loss_bbox_2: 0.2114 loss_giou_2: 0.3947 loss_ce_3: 0.3676 loss_bbox_3: 0.2069 loss_giou_3: 0.3857 loss_ce_4: 0.3614 loss_bbox_4: 0.2055 loss_giou_4: 0.379 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:34] d2.utils.events INFO: eta: 1 day, 3:05:35 iter: 103439 total_loss: 6.293 loss_ce: 0.3531 loss_bbox: 0.2053 loss_giou: 0.3644 loss_ce_0: 0.5374 loss_bbox_0: 0.3454 loss_giou_0: 0.5375 loss_ce_1: 0.4297 loss_bbox_1: 0.2427 loss_giou_1: 0.4031 loss_ce_2: 0.3764 loss_bbox_2: 0.2208 loss_giou_2: 0.3743 loss_ce_3: 0.3612 loss_bbox_3: 0.2125 loss_giou_3: 0.3687 loss_ce_4: 0.3551 loss_bbox_4: 0.2091 loss_giou_4: 0.3606 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:40] d2.utils.events INFO: eta: 1 day, 3:06:28 iter: 103459 total_loss: 6.428 loss_ce: 0.3506 loss_bbox: 0.204 loss_giou: 0.3641 loss_ce_0: 0.526 loss_bbox_0: 0.3338 loss_giou_0: 0.5703 loss_ce_1: 0.4439 loss_bbox_1: 0.2475 loss_giou_1: 0.4153 loss_ce_2: 0.3864 loss_bbox_2: 0.2267 loss_giou_2: 0.3855 loss_ce_3: 0.3564 loss_bbox_3: 0.2149 loss_giou_3: 0.373 loss_ce_4: 0.3498 loss_bbox_4: 0.2065 loss_giou_4: 0.3645 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:45] d2.utils.events INFO: eta: 1 day, 3:05:53 iter: 103479 total_loss: 6.023 loss_ce: 0.3124 loss_bbox: 0.2055 loss_giou: 0.3529 loss_ce_0: 0.5162 loss_bbox_0: 0.336 loss_giou_0: 0.5432 loss_ce_1: 0.4218 loss_bbox_1: 0.2364 loss_giou_1: 0.4159 loss_ce_2: 0.3635 loss_bbox_2: 0.2167 loss_giou_2: 0.3747 loss_ce_3: 0.3342 loss_bbox_3: 0.2081 loss_giou_3: 0.3636 loss_ce_4: 0.3189 loss_bbox_4: 0.2093 loss_giou_4: 0.3568 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:51] d2.utils.events INFO: eta: 1 day, 3:06:40 iter: 103499 total_loss: 5.981 loss_ce: 0.3401 loss_bbox: 0.1973 loss_giou: 0.3483 loss_ce_0: 0.5397 loss_bbox_0: 0.3272 loss_giou_0: 0.5361 loss_ce_1: 0.4333 loss_bbox_1: 0.2355 loss_giou_1: 0.409 loss_ce_2: 0.3642 loss_bbox_2: 0.2108 loss_giou_2: 0.3578 loss_ce_3: 0.3449 loss_bbox_3: 0.2036 loss_giou_3: 0.3535 loss_ce_4: 0.3332 loss_bbox_4: 0.198 loss_giou_4: 0.3465 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:38:57] d2.utils.events INFO: eta: 1 day, 3:06:46 iter: 103519 total_loss: 6.207 loss_ce: 0.3491 loss_bbox: 0.2267 loss_giou: 0.3417 loss_ce_0: 0.5523 loss_bbox_0: 0.3381 loss_giou_0: 0.5404 loss_ce_1: 0.4322 loss_bbox_1: 0.2544 loss_giou_1: 0.3998 loss_ce_2: 0.3886 loss_bbox_2: 0.226 loss_giou_2: 0.3647 loss_ce_3: 0.3608 loss_bbox_3: 0.224 loss_giou_3: 0.3475 loss_ce_4: 0.3463 loss_bbox_4: 0.2233 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:02] d2.utils.events INFO: eta: 1 day, 3:06:48 iter: 103539 total_loss: 6.599 loss_ce: 0.3597 loss_bbox: 0.2095 loss_giou: 0.3849 loss_ce_0: 0.5266 loss_bbox_0: 0.3573 loss_giou_0: 0.5909 loss_ce_1: 0.445 loss_bbox_1: 0.2507 loss_giou_1: 0.4415 loss_ce_2: 0.3908 loss_bbox_2: 0.2259 loss_giou_2: 0.4045 loss_ce_3: 0.352 loss_bbox_3: 0.2223 loss_giou_3: 0.3981 loss_ce_4: 0.355 loss_bbox_4: 0.2169 loss_giou_4: 0.3933 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:08] d2.utils.events INFO: eta: 1 day, 3:06:18 iter: 103559 total_loss: 6.053 loss_ce: 0.3248 loss_bbox: 0.1931 loss_giou: 0.3687 loss_ce_0: 0.5199 loss_bbox_0: 0.3374 loss_giou_0: 0.55 loss_ce_1: 0.4165 loss_bbox_1: 0.2228 loss_giou_1: 0.4193 loss_ce_2: 0.3596 loss_bbox_2: 0.2028 loss_giou_2: 0.384 loss_ce_3: 0.3364 loss_bbox_3: 0.1997 loss_giou_3: 0.3796 loss_ce_4: 0.3326 loss_bbox_4: 0.1948 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:14] d2.utils.events INFO: eta: 1 day, 3:06:09 iter: 103579 total_loss: 6.127 loss_ce: 0.34 loss_bbox: 0.2001 loss_giou: 0.3609 loss_ce_0: 0.5238 loss_bbox_0: 0.3332 loss_giou_0: 0.5531 loss_ce_1: 0.4209 loss_bbox_1: 0.2325 loss_giou_1: 0.4166 loss_ce_2: 0.3623 loss_bbox_2: 0.2085 loss_giou_2: 0.3762 loss_ce_3: 0.3347 loss_bbox_3: 0.2019 loss_giou_3: 0.3683 loss_ce_4: 0.3385 loss_bbox_4: 0.1972 loss_giou_4: 0.3614 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:20] d2.utils.events INFO: eta: 1 day, 3:06:07 iter: 103599 total_loss: 6.014 loss_ce: 0.3226 loss_bbox: 0.2021 loss_giou: 0.3472 loss_ce_0: 0.5253 loss_bbox_0: 0.3306 loss_giou_0: 0.5323 loss_ce_1: 0.4266 loss_bbox_1: 0.2316 loss_giou_1: 0.4026 loss_ce_2: 0.3578 loss_bbox_2: 0.2147 loss_giou_2: 0.3683 loss_ce_3: 0.3364 loss_bbox_3: 0.2039 loss_giou_3: 0.3514 loss_ce_4: 0.3196 loss_bbox_4: 0.2054 loss_giou_4: 0.3505 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:25] d2.utils.events INFO: eta: 1 day, 3:05:55 iter: 103619 total_loss: 5.91 loss_ce: 0.3027 loss_bbox: 0.1803 loss_giou: 0.3325 loss_ce_0: 0.5138 loss_bbox_0: 0.3352 loss_giou_0: 0.5352 loss_ce_1: 0.4212 loss_bbox_1: 0.2281 loss_giou_1: 0.3831 loss_ce_2: 0.3523 loss_bbox_2: 0.1977 loss_giou_2: 0.3508 loss_ce_3: 0.3213 loss_bbox_3: 0.1883 loss_giou_3: 0.3432 loss_ce_4: 0.3058 loss_bbox_4: 0.183 loss_giou_4: 0.3312 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:31] d2.utils.events INFO: eta: 1 day, 3:04:58 iter: 103639 total_loss: 6.118 loss_ce: 0.3331 loss_bbox: 0.2146 loss_giou: 0.356 loss_ce_0: 0.5044 loss_bbox_0: 0.3585 loss_giou_0: 0.539 loss_ce_1: 0.4136 loss_bbox_1: 0.2506 loss_giou_1: 0.4083 loss_ce_2: 0.3621 loss_bbox_2: 0.2302 loss_giou_2: 0.3764 loss_ce_3: 0.3409 loss_bbox_3: 0.2178 loss_giou_3: 0.3676 loss_ce_4: 0.3314 loss_bbox_4: 0.2141 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:37] d2.utils.events INFO: eta: 1 day, 3:04:16 iter: 103659 total_loss: 6.041 loss_ce: 0.3266 loss_bbox: 0.1896 loss_giou: 0.3634 loss_ce_0: 0.525 loss_bbox_0: 0.3292 loss_giou_0: 0.5525 loss_ce_1: 0.402 loss_bbox_1: 0.2269 loss_giou_1: 0.4239 loss_ce_2: 0.3617 loss_bbox_2: 0.2097 loss_giou_2: 0.3794 loss_ce_3: 0.3271 loss_bbox_3: 0.1964 loss_giou_3: 0.3719 loss_ce_4: 0.3312 loss_bbox_4: 0.1934 loss_giou_4: 0.3674 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:42] d2.utils.events INFO: eta: 1 day, 3:04:30 iter: 103679 total_loss: 6.281 loss_ce: 0.3219 loss_bbox: 0.2028 loss_giou: 0.3659 loss_ce_0: 0.5266 loss_bbox_0: 0.3263 loss_giou_0: 0.5834 loss_ce_1: 0.4152 loss_bbox_1: 0.2343 loss_giou_1: 0.4265 loss_ce_2: 0.3663 loss_bbox_2: 0.2181 loss_giou_2: 0.395 loss_ce_3: 0.332 loss_bbox_3: 0.2103 loss_giou_3: 0.3773 loss_ce_4: 0.3262 loss_bbox_4: 0.2074 loss_giou_4: 0.3724 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:48] d2.utils.events INFO: eta: 1 day, 3:04:04 iter: 103699 total_loss: 5.928 loss_ce: 0.3121 loss_bbox: 0.2043 loss_giou: 0.3575 loss_ce_0: 0.5066 loss_bbox_0: 0.3416 loss_giou_0: 0.5316 loss_ce_1: 0.3953 loss_bbox_1: 0.2347 loss_giou_1: 0.4112 loss_ce_2: 0.35 loss_bbox_2: 0.2118 loss_giou_2: 0.3711 loss_ce_3: 0.3222 loss_bbox_3: 0.2044 loss_giou_3: 0.3668 loss_ce_4: 0.3126 loss_bbox_4: 0.1973 loss_giou_4: 0.3577 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:39:54] d2.utils.events INFO: eta: 1 day, 3:05:12 iter: 103719 total_loss: 6.169 loss_ce: 0.3465 loss_bbox: 0.186 loss_giou: 0.3348 loss_ce_0: 0.5306 loss_bbox_0: 0.3345 loss_giou_0: 0.538 loss_ce_1: 0.4201 loss_bbox_1: 0.2305 loss_giou_1: 0.393 loss_ce_2: 0.3775 loss_bbox_2: 0.2019 loss_giou_2: 0.3591 loss_ce_3: 0.3483 loss_bbox_3: 0.1938 loss_giou_3: 0.3461 loss_ce_4: 0.3424 loss_bbox_4: 0.191 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:00] d2.utils.events INFO: eta: 1 day, 3:05:28 iter: 103739 total_loss: 5.796 loss_ce: 0.3183 loss_bbox: 0.1894 loss_giou: 0.3327 loss_ce_0: 0.5073 loss_bbox_0: 0.3217 loss_giou_0: 0.5052 loss_ce_1: 0.3985 loss_bbox_1: 0.2281 loss_giou_1: 0.3872 loss_ce_2: 0.3438 loss_bbox_2: 0.1979 loss_giou_2: 0.3577 loss_ce_3: 0.318 loss_bbox_3: 0.195 loss_giou_3: 0.3437 loss_ce_4: 0.3195 loss_bbox_4: 0.1902 loss_giou_4: 0.3339 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:05] d2.utils.events INFO: eta: 1 day, 3:05:23 iter: 103759 total_loss: 6.141 loss_ce: 0.3379 loss_bbox: 0.2016 loss_giou: 0.3594 loss_ce_0: 0.5218 loss_bbox_0: 0.3118 loss_giou_0: 0.5349 loss_ce_1: 0.4301 loss_bbox_1: 0.2295 loss_giou_1: 0.3995 loss_ce_2: 0.3722 loss_bbox_2: 0.208 loss_giou_2: 0.3636 loss_ce_3: 0.3395 loss_bbox_3: 0.2027 loss_giou_3: 0.3631 loss_ce_4: 0.3266 loss_bbox_4: 0.1988 loss_giou_4: 0.3589 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:11] d2.utils.events INFO: eta: 1 day, 3:05:40 iter: 103779 total_loss: 6.177 loss_ce: 0.3276 loss_bbox: 0.1911 loss_giou: 0.3672 loss_ce_0: 0.5058 loss_bbox_0: 0.3312 loss_giou_0: 0.5502 loss_ce_1: 0.4091 loss_bbox_1: 0.2246 loss_giou_1: 0.4198 loss_ce_2: 0.3577 loss_bbox_2: 0.2052 loss_giou_2: 0.3902 loss_ce_3: 0.3313 loss_bbox_3: 0.201 loss_giou_3: 0.3793 loss_ce_4: 0.3253 loss_bbox_4: 0.1942 loss_giou_4: 0.371 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:17] d2.utils.events INFO: eta: 1 day, 3:05:48 iter: 103799 total_loss: 6.419 loss_ce: 0.3416 loss_bbox: 0.2008 loss_giou: 0.3536 loss_ce_0: 0.5468 loss_bbox_0: 0.3458 loss_giou_0: 0.5483 loss_ce_1: 0.4521 loss_bbox_1: 0.2398 loss_giou_1: 0.4117 loss_ce_2: 0.3747 loss_bbox_2: 0.2173 loss_giou_2: 0.3797 loss_ce_3: 0.3412 loss_bbox_3: 0.2049 loss_giou_3: 0.3665 loss_ce_4: 0.3354 loss_bbox_4: 0.2053 loss_giou_4: 0.3616 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:22] d2.utils.events INFO: eta: 1 day, 3:05:05 iter: 103819 total_loss: 6.4 loss_ce: 0.3528 loss_bbox: 0.2011 loss_giou: 0.3579 loss_ce_0: 0.5702 loss_bbox_0: 0.3235 loss_giou_0: 0.5658 loss_ce_1: 0.4479 loss_bbox_1: 0.2343 loss_giou_1: 0.4149 loss_ce_2: 0.3947 loss_bbox_2: 0.219 loss_giou_2: 0.3826 loss_ce_3: 0.3644 loss_bbox_3: 0.2082 loss_giou_3: 0.3672 loss_ce_4: 0.3531 loss_bbox_4: 0.2039 loss_giou_4: 0.3652 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:28] d2.utils.events INFO: eta: 1 day, 3:04:44 iter: 103839 total_loss: 6.007 loss_ce: 0.325 loss_bbox: 0.2013 loss_giou: 0.3452 loss_ce_0: 0.5287 loss_bbox_0: 0.338 loss_giou_0: 0.5282 loss_ce_1: 0.4358 loss_bbox_1: 0.2334 loss_giou_1: 0.4028 loss_ce_2: 0.361 loss_bbox_2: 0.212 loss_giou_2: 0.3639 loss_ce_3: 0.3351 loss_bbox_3: 0.2074 loss_giou_3: 0.353 loss_ce_4: 0.3341 loss_bbox_4: 0.2026 loss_giou_4: 0.3488 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:34] d2.utils.events INFO: eta: 1 day, 3:04:52 iter: 103859 total_loss: 6.654 loss_ce: 0.3475 loss_bbox: 0.2183 loss_giou: 0.3835 loss_ce_0: 0.5417 loss_bbox_0: 0.3563 loss_giou_0: 0.5694 loss_ce_1: 0.4434 loss_bbox_1: 0.2502 loss_giou_1: 0.4347 loss_ce_2: 0.3759 loss_bbox_2: 0.2255 loss_giou_2: 0.4035 loss_ce_3: 0.3583 loss_bbox_3: 0.2242 loss_giou_3: 0.3979 loss_ce_4: 0.3448 loss_bbox_4: 0.2204 loss_giou_4: 0.3905 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:39] d2.utils.events INFO: eta: 1 day, 3:04:50 iter: 103879 total_loss: 6.136 loss_ce: 0.3471 loss_bbox: 0.2095 loss_giou: 0.371 loss_ce_0: 0.5321 loss_bbox_0: 0.3427 loss_giou_0: 0.5534 loss_ce_1: 0.4305 loss_bbox_1: 0.2434 loss_giou_1: 0.4207 loss_ce_2: 0.3732 loss_bbox_2: 0.226 loss_giou_2: 0.3945 loss_ce_3: 0.3498 loss_bbox_3: 0.2184 loss_giou_3: 0.384 loss_ce_4: 0.3445 loss_bbox_4: 0.2105 loss_giou_4: 0.373 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:45] d2.utils.events INFO: eta: 1 day, 3:05:06 iter: 103899 total_loss: 6.318 loss_ce: 0.3619 loss_bbox: 0.2075 loss_giou: 0.3729 loss_ce_0: 0.5337 loss_bbox_0: 0.3429 loss_giou_0: 0.5594 loss_ce_1: 0.4426 loss_bbox_1: 0.2423 loss_giou_1: 0.4211 loss_ce_2: 0.3858 loss_bbox_2: 0.2258 loss_giou_2: 0.3914 loss_ce_3: 0.3697 loss_bbox_3: 0.2142 loss_giou_3: 0.3794 loss_ce_4: 0.3607 loss_bbox_4: 0.211 loss_giou_4: 0.3709 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:51] d2.utils.events INFO: eta: 1 day, 3:05:49 iter: 103919 total_loss: 6.171 loss_ce: 0.346 loss_bbox: 0.2121 loss_giou: 0.3592 loss_ce_0: 0.5374 loss_bbox_0: 0.339 loss_giou_0: 0.5431 loss_ce_1: 0.4332 loss_bbox_1: 0.2469 loss_giou_1: 0.402 loss_ce_2: 0.3744 loss_bbox_2: 0.2327 loss_giou_2: 0.3743 loss_ce_3: 0.3485 loss_bbox_3: 0.22 loss_giou_3: 0.3688 loss_ce_4: 0.3462 loss_bbox_4: 0.2176 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 21:40:57] d2.utils.events INFO: eta: 1 day, 3:04:47 iter: 103939 total_loss: 6.039 loss_ce: 0.3255 loss_bbox: 0.181 loss_giou: 0.3588 loss_ce_0: 0.5063 loss_bbox_0: 0.3306 loss_giou_0: 0.5585 loss_ce_1: 0.423 loss_bbox_1: 0.2241 loss_giou_1: 0.4114 loss_ce_2: 0.3554 loss_bbox_2: 0.1941 loss_giou_2: 0.3692 loss_ce_3: 0.3358 loss_bbox_3: 0.1843 loss_giou_3: 0.3666 loss_ce_4: 0.3268 loss_bbox_4: 0.1846 loss_giou_4: 0.3642 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:02] d2.utils.events INFO: eta: 1 day, 3:05:24 iter: 103959 total_loss: 6.095 loss_ce: 0.3221 loss_bbox: 0.2167 loss_giou: 0.3476 loss_ce_0: 0.5128 loss_bbox_0: 0.3456 loss_giou_0: 0.5495 loss_ce_1: 0.415 loss_bbox_1: 0.2489 loss_giou_1: 0.3883 loss_ce_2: 0.3615 loss_bbox_2: 0.2187 loss_giou_2: 0.3566 loss_ce_3: 0.3275 loss_bbox_3: 0.2236 loss_giou_3: 0.35 loss_ce_4: 0.3166 loss_bbox_4: 0.2165 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:08] d2.utils.events INFO: eta: 1 day, 3:06:08 iter: 103979 total_loss: 6.096 loss_ce: 0.3353 loss_bbox: 0.2101 loss_giou: 0.3538 loss_ce_0: 0.5288 loss_bbox_0: 0.3409 loss_giou_0: 0.5547 loss_ce_1: 0.4215 loss_bbox_1: 0.2347 loss_giou_1: 0.3991 loss_ce_2: 0.3583 loss_bbox_2: 0.2185 loss_giou_2: 0.368 loss_ce_3: 0.3301 loss_bbox_3: 0.2135 loss_giou_3: 0.3613 loss_ce_4: 0.3351 loss_bbox_4: 0.2123 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:14] d2.utils.events INFO: eta: 1 day, 3:06:34 iter: 103999 total_loss: 6.386 loss_ce: 0.3401 loss_bbox: 0.205 loss_giou: 0.3784 loss_ce_0: 0.5329 loss_bbox_0: 0.3476 loss_giou_0: 0.5738 loss_ce_1: 0.421 loss_bbox_1: 0.2363 loss_giou_1: 0.4391 loss_ce_2: 0.3721 loss_bbox_2: 0.2197 loss_giou_2: 0.4007 loss_ce_3: 0.3581 loss_bbox_3: 0.2106 loss_giou_3: 0.3914 loss_ce_4: 0.3339 loss_bbox_4: 0.2067 loss_giou_4: 0.3841 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:19] d2.utils.events INFO: eta: 1 day, 3:06:53 iter: 104019 total_loss: 6.529 loss_ce: 0.3592 loss_bbox: 0.2122 loss_giou: 0.3736 loss_ce_0: 0.5438 loss_bbox_0: 0.3441 loss_giou_0: 0.5746 loss_ce_1: 0.4511 loss_bbox_1: 0.2456 loss_giou_1: 0.4196 loss_ce_2: 0.393 loss_bbox_2: 0.2203 loss_giou_2: 0.3872 loss_ce_3: 0.367 loss_bbox_3: 0.2129 loss_giou_3: 0.3812 loss_ce_4: 0.362 loss_bbox_4: 0.215 loss_giou_4: 0.3755 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:25] d2.utils.events INFO: eta: 1 day, 3:06:47 iter: 104039 total_loss: 6.403 loss_ce: 0.3541 loss_bbox: 0.2097 loss_giou: 0.3503 loss_ce_0: 0.5516 loss_bbox_0: 0.3445 loss_giou_0: 0.5446 loss_ce_1: 0.453 loss_bbox_1: 0.2505 loss_giou_1: 0.4033 loss_ce_2: 0.3988 loss_bbox_2: 0.2251 loss_giou_2: 0.3677 loss_ce_3: 0.3659 loss_bbox_3: 0.2168 loss_giou_3: 0.3603 loss_ce_4: 0.3545 loss_bbox_4: 0.2143 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:31] d2.utils.events INFO: eta: 1 day, 3:06:42 iter: 104059 total_loss: 6.36 loss_ce: 0.3561 loss_bbox: 0.2169 loss_giou: 0.3664 loss_ce_0: 0.5649 loss_bbox_0: 0.3567 loss_giou_0: 0.5484 loss_ce_1: 0.4561 loss_bbox_1: 0.2453 loss_giou_1: 0.4032 loss_ce_2: 0.3991 loss_bbox_2: 0.2237 loss_giou_2: 0.3721 loss_ce_3: 0.3745 loss_bbox_3: 0.221 loss_giou_3: 0.3688 loss_ce_4: 0.3577 loss_bbox_4: 0.2188 loss_giou_4: 0.3687 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:37] d2.utils.events INFO: eta: 1 day, 3:06:47 iter: 104079 total_loss: 6.008 loss_ce: 0.3289 loss_bbox: 0.1787 loss_giou: 0.3612 loss_ce_0: 0.518 loss_bbox_0: 0.325 loss_giou_0: 0.5428 loss_ce_1: 0.4249 loss_bbox_1: 0.2186 loss_giou_1: 0.4062 loss_ce_2: 0.3757 loss_bbox_2: 0.189 loss_giou_2: 0.3819 loss_ce_3: 0.3365 loss_bbox_3: 0.1848 loss_giou_3: 0.3716 loss_ce_4: 0.3364 loss_bbox_4: 0.1813 loss_giou_4: 0.3632 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:43] d2.utils.events INFO: eta: 1 day, 3:06:37 iter: 104099 total_loss: 6.06 loss_ce: 0.3419 loss_bbox: 0.205 loss_giou: 0.3636 loss_ce_0: 0.5432 loss_bbox_0: 0.3432 loss_giou_0: 0.5728 loss_ce_1: 0.4419 loss_bbox_1: 0.2296 loss_giou_1: 0.4132 loss_ce_2: 0.376 loss_bbox_2: 0.2138 loss_giou_2: 0.3736 loss_ce_3: 0.3478 loss_bbox_3: 0.2136 loss_giou_3: 0.3706 loss_ce_4: 0.3494 loss_bbox_4: 0.2067 loss_giou_4: 0.3697 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:48] d2.utils.events INFO: eta: 1 day, 3:06:40 iter: 104119 total_loss: 6.502 loss_ce: 0.3624 loss_bbox: 0.1956 loss_giou: 0.3681 loss_ce_0: 0.5676 loss_bbox_0: 0.3344 loss_giou_0: 0.5691 loss_ce_1: 0.4571 loss_bbox_1: 0.2259 loss_giou_1: 0.4224 loss_ce_2: 0.4073 loss_bbox_2: 0.2033 loss_giou_2: 0.3814 loss_ce_3: 0.3752 loss_bbox_3: 0.1969 loss_giou_3: 0.3716 loss_ce_4: 0.3689 loss_bbox_4: 0.1958 loss_giou_4: 0.3654 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 21:41:54] d2.utils.events INFO: eta: 1 day, 3:06:32 iter: 104139 total_loss: 6.248 loss_ce: 0.3447 loss_bbox: 0.2135 loss_giou: 0.3613 loss_ce_0: 0.5241 loss_bbox_0: 0.345 loss_giou_0: 0.5268 loss_ce_1: 0.444 loss_bbox_1: 0.2359 loss_giou_1: 0.3895 loss_ce_2: 0.3743 loss_bbox_2: 0.2252 loss_giou_2: 0.3714 loss_ce_3: 0.3519 loss_bbox_3: 0.2203 loss_giou_3: 0.3602 loss_ce_4: 0.3404 loss_bbox_4: 0.2178 loss_giou_4: 0.3647 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:00] d2.utils.events INFO: eta: 1 day, 3:06:22 iter: 104159 total_loss: 6.401 loss_ce: 0.3439 loss_bbox: 0.2029 loss_giou: 0.3773 loss_ce_0: 0.5277 loss_bbox_0: 0.3485 loss_giou_0: 0.5687 loss_ce_1: 0.4361 loss_bbox_1: 0.246 loss_giou_1: 0.4247 loss_ce_2: 0.374 loss_bbox_2: 0.2257 loss_giou_2: 0.3968 loss_ce_3: 0.3475 loss_bbox_3: 0.2177 loss_giou_3: 0.3852 loss_ce_4: 0.3407 loss_bbox_4: 0.2123 loss_giou_4: 0.3794 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:05] d2.utils.events INFO: eta: 1 day, 3:06:19 iter: 104179 total_loss: 6.533 loss_ce: 0.3794 loss_bbox: 0.2088 loss_giou: 0.3675 loss_ce_0: 0.5469 loss_bbox_0: 0.3527 loss_giou_0: 0.5605 loss_ce_1: 0.456 loss_bbox_1: 0.2428 loss_giou_1: 0.4228 loss_ce_2: 0.4085 loss_bbox_2: 0.2136 loss_giou_2: 0.3841 loss_ce_3: 0.3849 loss_bbox_3: 0.2124 loss_giou_3: 0.3729 loss_ce_4: 0.3812 loss_bbox_4: 0.2091 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:11] d2.utils.events INFO: eta: 1 day, 3:06:08 iter: 104199 total_loss: 6.532 loss_ce: 0.3365 loss_bbox: 0.2165 loss_giou: 0.3653 loss_ce_0: 0.5394 loss_bbox_0: 0.3504 loss_giou_0: 0.552 loss_ce_1: 0.4426 loss_bbox_1: 0.249 loss_giou_1: 0.4183 loss_ce_2: 0.3924 loss_bbox_2: 0.2295 loss_giou_2: 0.3905 loss_ce_3: 0.3532 loss_bbox_3: 0.221 loss_giou_3: 0.3707 loss_ce_4: 0.3486 loss_bbox_4: 0.2194 loss_giou_4: 0.3684 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:17] d2.utils.events INFO: eta: 1 day, 3:06:07 iter: 104219 total_loss: 6.147 loss_ce: 0.3196 loss_bbox: 0.2023 loss_giou: 0.3605 loss_ce_0: 0.5495 loss_bbox_0: 0.3341 loss_giou_0: 0.5474 loss_ce_1: 0.4402 loss_bbox_1: 0.2289 loss_giou_1: 0.4082 loss_ce_2: 0.3626 loss_bbox_2: 0.2152 loss_giou_2: 0.3735 loss_ce_3: 0.3284 loss_bbox_3: 0.2082 loss_giou_3: 0.3657 loss_ce_4: 0.3204 loss_bbox_4: 0.2046 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:23] d2.utils.events INFO: eta: 1 day, 3:06:06 iter: 104239 total_loss: 6.449 loss_ce: 0.3312 loss_bbox: 0.1973 loss_giou: 0.3827 loss_ce_0: 0.5423 loss_bbox_0: 0.3471 loss_giou_0: 0.5847 loss_ce_1: 0.4402 loss_bbox_1: 0.2434 loss_giou_1: 0.441 loss_ce_2: 0.3724 loss_bbox_2: 0.2158 loss_giou_2: 0.3999 loss_ce_3: 0.3451 loss_bbox_3: 0.2082 loss_giou_3: 0.3861 loss_ce_4: 0.3341 loss_bbox_4: 0.1997 loss_giou_4: 0.3832 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:28] d2.utils.events INFO: eta: 1 day, 3:06:06 iter: 104259 total_loss: 6.047 loss_ce: 0.3322 loss_bbox: 0.2052 loss_giou: 0.3514 loss_ce_0: 0.5475 loss_bbox_0: 0.3374 loss_giou_0: 0.5451 loss_ce_1: 0.422 loss_bbox_1: 0.2421 loss_giou_1: 0.3949 loss_ce_2: 0.3702 loss_bbox_2: 0.2188 loss_giou_2: 0.3735 loss_ce_3: 0.3388 loss_bbox_3: 0.2117 loss_giou_3: 0.3581 loss_ce_4: 0.3381 loss_bbox_4: 0.2112 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:34] d2.utils.events INFO: eta: 1 day, 3:06:04 iter: 104279 total_loss: 6.175 loss_ce: 0.3392 loss_bbox: 0.2213 loss_giou: 0.3603 loss_ce_0: 0.5289 loss_bbox_0: 0.3517 loss_giou_0: 0.5455 loss_ce_1: 0.4174 loss_bbox_1: 0.2471 loss_giou_1: 0.4124 loss_ce_2: 0.3689 loss_bbox_2: 0.232 loss_giou_2: 0.3782 loss_ce_3: 0.3427 loss_bbox_3: 0.2242 loss_giou_3: 0.367 loss_ce_4: 0.3374 loss_bbox_4: 0.2218 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:40] d2.utils.events INFO: eta: 1 day, 3:05:45 iter: 104299 total_loss: 6.062 loss_ce: 0.3238 loss_bbox: 0.1929 loss_giou: 0.3487 loss_ce_0: 0.5432 loss_bbox_0: 0.3357 loss_giou_0: 0.5523 loss_ce_1: 0.4286 loss_bbox_1: 0.2326 loss_giou_1: 0.4027 loss_ce_2: 0.3599 loss_bbox_2: 0.2042 loss_giou_2: 0.3691 loss_ce_3: 0.3324 loss_bbox_3: 0.1965 loss_giou_3: 0.3563 loss_ce_4: 0.3279 loss_bbox_4: 0.1921 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:46] d2.utils.events INFO: eta: 1 day, 3:05:36 iter: 104319 total_loss: 6.109 loss_ce: 0.3349 loss_bbox: 0.1983 loss_giou: 0.348 loss_ce_0: 0.529 loss_bbox_0: 0.351 loss_giou_0: 0.532 loss_ce_1: 0.4227 loss_bbox_1: 0.2432 loss_giou_1: 0.4046 loss_ce_2: 0.3691 loss_bbox_2: 0.2151 loss_giou_2: 0.3674 loss_ce_3: 0.3445 loss_bbox_3: 0.2037 loss_giou_3: 0.3519 loss_ce_4: 0.3402 loss_bbox_4: 0.1996 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:51] d2.utils.events INFO: eta: 1 day, 3:05:38 iter: 104339 total_loss: 6.268 loss_ce: 0.3254 loss_bbox: 0.2008 loss_giou: 0.3769 loss_ce_0: 0.522 loss_bbox_0: 0.3355 loss_giou_0: 0.5746 loss_ce_1: 0.4239 loss_bbox_1: 0.2328 loss_giou_1: 0.422 loss_ce_2: 0.3526 loss_bbox_2: 0.2106 loss_giou_2: 0.3879 loss_ce_3: 0.3338 loss_bbox_3: 0.2036 loss_giou_3: 0.3818 loss_ce_4: 0.3273 loss_bbox_4: 0.2022 loss_giou_4: 0.3802 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:42:57] d2.utils.events INFO: eta: 1 day, 3:05:32 iter: 104359 total_loss: 5.904 loss_ce: 0.3279 loss_bbox: 0.198 loss_giou: 0.3256 loss_ce_0: 0.5318 loss_bbox_0: 0.3417 loss_giou_0: 0.5162 loss_ce_1: 0.4251 loss_bbox_1: 0.238 loss_giou_1: 0.3812 loss_ce_2: 0.3614 loss_bbox_2: 0.208 loss_giou_2: 0.3493 loss_ce_3: 0.338 loss_bbox_3: 0.2 loss_giou_3: 0.3368 loss_ce_4: 0.3305 loss_bbox_4: 0.1986 loss_giou_4: 0.3276 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:03] d2.utils.events INFO: eta: 1 day, 3:05:36 iter: 104379 total_loss: 5.904 loss_ce: 0.3414 loss_bbox: 0.1947 loss_giou: 0.3485 loss_ce_0: 0.5327 loss_bbox_0: 0.3277 loss_giou_0: 0.5327 loss_ce_1: 0.4486 loss_bbox_1: 0.2284 loss_giou_1: 0.3943 loss_ce_2: 0.3745 loss_bbox_2: 0.2054 loss_giou_2: 0.3711 loss_ce_3: 0.3464 loss_bbox_3: 0.2073 loss_giou_3: 0.3606 loss_ce_4: 0.3327 loss_bbox_4: 0.2002 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:08] d2.utils.events INFO: eta: 1 day, 3:05:23 iter: 104399 total_loss: 6.151 loss_ce: 0.3298 loss_bbox: 0.1958 loss_giou: 0.3487 loss_ce_0: 0.5449 loss_bbox_0: 0.3314 loss_giou_0: 0.5406 loss_ce_1: 0.4338 loss_bbox_1: 0.2345 loss_giou_1: 0.3991 loss_ce_2: 0.3826 loss_bbox_2: 0.2058 loss_giou_2: 0.3712 loss_ce_3: 0.3509 loss_bbox_3: 0.2021 loss_giou_3: 0.3585 loss_ce_4: 0.3272 loss_bbox_4: 0.2003 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:14] d2.utils.events INFO: eta: 1 day, 3:05:31 iter: 104419 total_loss: 5.948 loss_ce: 0.3169 loss_bbox: 0.2124 loss_giou: 0.3566 loss_ce_0: 0.5154 loss_bbox_0: 0.3434 loss_giou_0: 0.5518 loss_ce_1: 0.4248 loss_bbox_1: 0.2469 loss_giou_1: 0.4043 loss_ce_2: 0.3628 loss_bbox_2: 0.2267 loss_giou_2: 0.3725 loss_ce_3: 0.3219 loss_bbox_3: 0.2179 loss_giou_3: 0.3624 loss_ce_4: 0.318 loss_bbox_4: 0.2198 loss_giou_4: 0.36 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:20] d2.utils.events INFO: eta: 1 day, 3:05:48 iter: 104439 total_loss: 6.359 loss_ce: 0.3213 loss_bbox: 0.1997 loss_giou: 0.3929 loss_ce_0: 0.5242 loss_bbox_0: 0.3495 loss_giou_0: 0.5996 loss_ce_1: 0.4114 loss_bbox_1: 0.2377 loss_giou_1: 0.4406 loss_ce_2: 0.36 loss_bbox_2: 0.2175 loss_giou_2: 0.4043 loss_ce_3: 0.3255 loss_bbox_3: 0.2062 loss_giou_3: 0.3935 loss_ce_4: 0.3183 loss_bbox_4: 0.198 loss_giou_4: 0.3899 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:26] d2.utils.events INFO: eta: 1 day, 3:05:24 iter: 104459 total_loss: 6.544 loss_ce: 0.3486 loss_bbox: 0.2117 loss_giou: 0.3709 loss_ce_0: 0.5532 loss_bbox_0: 0.3537 loss_giou_0: 0.5714 loss_ce_1: 0.4468 loss_bbox_1: 0.2444 loss_giou_1: 0.4224 loss_ce_2: 0.3898 loss_bbox_2: 0.2277 loss_giou_2: 0.3871 loss_ce_3: 0.3744 loss_bbox_3: 0.2155 loss_giou_3: 0.3716 loss_ce_4: 0.3559 loss_bbox_4: 0.2123 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:32] d2.utils.events INFO: eta: 1 day, 3:05:18 iter: 104479 total_loss: 6.111 loss_ce: 0.3133 loss_bbox: 0.1941 loss_giou: 0.3593 loss_ce_0: 0.5335 loss_bbox_0: 0.3369 loss_giou_0: 0.551 loss_ce_1: 0.424 loss_bbox_1: 0.2296 loss_giou_1: 0.4032 loss_ce_2: 0.3668 loss_bbox_2: 0.2049 loss_giou_2: 0.3697 loss_ce_3: 0.338 loss_bbox_3: 0.2003 loss_giou_3: 0.3621 loss_ce_4: 0.3175 loss_bbox_4: 0.197 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:37] d2.utils.events INFO: eta: 1 day, 3:05:05 iter: 104499 total_loss: 6.466 loss_ce: 0.3331 loss_bbox: 0.2188 loss_giou: 0.3502 loss_ce_0: 0.5349 loss_bbox_0: 0.3572 loss_giou_0: 0.5364 loss_ce_1: 0.4582 loss_bbox_1: 0.2416 loss_giou_1: 0.4043 loss_ce_2: 0.3885 loss_bbox_2: 0.2194 loss_giou_2: 0.3691 loss_ce_3: 0.358 loss_bbox_3: 0.2147 loss_giou_3: 0.359 loss_ce_4: 0.3344 loss_bbox_4: 0.2128 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:43] d2.utils.events INFO: eta: 1 day, 3:04:49 iter: 104519 total_loss: 6.202 loss_ce: 0.3452 loss_bbox: 0.2052 loss_giou: 0.362 loss_ce_0: 0.5382 loss_bbox_0: 0.3488 loss_giou_0: 0.5498 loss_ce_1: 0.4392 loss_bbox_1: 0.2365 loss_giou_1: 0.4089 loss_ce_2: 0.3774 loss_bbox_2: 0.216 loss_giou_2: 0.3849 loss_ce_3: 0.3576 loss_bbox_3: 0.2081 loss_giou_3: 0.3745 loss_ce_4: 0.3498 loss_bbox_4: 0.206 loss_giou_4: 0.369 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:49] d2.utils.events INFO: eta: 1 day, 3:04:43 iter: 104539 total_loss: 6.335 loss_ce: 0.3529 loss_bbox: 0.2072 loss_giou: 0.3585 loss_ce_0: 0.5352 loss_bbox_0: 0.3481 loss_giou_0: 0.5628 loss_ce_1: 0.4334 loss_bbox_1: 0.2365 loss_giou_1: 0.4203 loss_ce_2: 0.3887 loss_bbox_2: 0.218 loss_giou_2: 0.3841 loss_ce_3: 0.3627 loss_bbox_3: 0.2123 loss_giou_3: 0.3655 loss_ce_4: 0.3533 loss_bbox_4: 0.2088 loss_giou_4: 0.3631 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 21:43:54] d2.utils.events INFO: eta: 1 day, 3:04:29 iter: 104559 total_loss: 6.062 loss_ce: 0.3468 loss_bbox: 0.1984 loss_giou: 0.3441 loss_ce_0: 0.5439 loss_bbox_0: 0.3483 loss_giou_0: 0.5202 loss_ce_1: 0.4378 loss_bbox_1: 0.233 loss_giou_1: 0.3915 loss_ce_2: 0.39 loss_bbox_2: 0.2074 loss_giou_2: 0.3604 loss_ce_3: 0.3626 loss_bbox_3: 0.1998 loss_giou_3: 0.3509 loss_ce_4: 0.3534 loss_bbox_4: 0.2016 loss_giou_4: 0.3479 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:00] d2.utils.events INFO: eta: 1 day, 3:04:20 iter: 104579 total_loss: 6.206 loss_ce: 0.3389 loss_bbox: 0.214 loss_giou: 0.3429 loss_ce_0: 0.5353 loss_bbox_0: 0.3387 loss_giou_0: 0.5451 loss_ce_1: 0.427 loss_bbox_1: 0.2344 loss_giou_1: 0.4073 loss_ce_2: 0.3615 loss_bbox_2: 0.2226 loss_giou_2: 0.3752 loss_ce_3: 0.3458 loss_bbox_3: 0.2172 loss_giou_3: 0.3527 loss_ce_4: 0.3362 loss_bbox_4: 0.2125 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:06] d2.utils.events INFO: eta: 1 day, 3:04:17 iter: 104599 total_loss: 6.153 loss_ce: 0.3324 loss_bbox: 0.2065 loss_giou: 0.3566 loss_ce_0: 0.54 loss_bbox_0: 0.3441 loss_giou_0: 0.5398 loss_ce_1: 0.4482 loss_bbox_1: 0.2429 loss_giou_1: 0.4039 loss_ce_2: 0.378 loss_bbox_2: 0.2206 loss_giou_2: 0.3742 loss_ce_3: 0.3426 loss_bbox_3: 0.2134 loss_giou_3: 0.3605 loss_ce_4: 0.3335 loss_bbox_4: 0.2112 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:11] d2.utils.events INFO: eta: 1 day, 3:04:12 iter: 104619 total_loss: 6.249 loss_ce: 0.3437 loss_bbox: 0.1999 loss_giou: 0.3657 loss_ce_0: 0.5416 loss_bbox_0: 0.3409 loss_giou_0: 0.5493 loss_ce_1: 0.4321 loss_bbox_1: 0.236 loss_giou_1: 0.4165 loss_ce_2: 0.3722 loss_bbox_2: 0.2099 loss_giou_2: 0.3813 loss_ce_3: 0.3515 loss_bbox_3: 0.2056 loss_giou_3: 0.3711 loss_ce_4: 0.3471 loss_bbox_4: 0.2011 loss_giou_4: 0.3636 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:17] d2.utils.events INFO: eta: 1 day, 3:04:07 iter: 104639 total_loss: 6.188 loss_ce: 0.3482 loss_bbox: 0.2171 loss_giou: 0.36 loss_ce_0: 0.5224 loss_bbox_0: 0.353 loss_giou_0: 0.5413 loss_ce_1: 0.4382 loss_bbox_1: 0.2517 loss_giou_1: 0.4023 loss_ce_2: 0.3794 loss_bbox_2: 0.2252 loss_giou_2: 0.375 loss_ce_3: 0.3522 loss_bbox_3: 0.2165 loss_giou_3: 0.3665 loss_ce_4: 0.3457 loss_bbox_4: 0.2152 loss_giou_4: 0.3613 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:23] d2.utils.events INFO: eta: 1 day, 3:04:06 iter: 104659 total_loss: 6.148 loss_ce: 0.3329 loss_bbox: 0.1955 loss_giou: 0.3705 loss_ce_0: 0.5388 loss_bbox_0: 0.3323 loss_giou_0: 0.5593 loss_ce_1: 0.422 loss_bbox_1: 0.2229 loss_giou_1: 0.4255 loss_ce_2: 0.3739 loss_bbox_2: 0.2023 loss_giou_2: 0.3956 loss_ce_3: 0.35 loss_bbox_3: 0.1982 loss_giou_3: 0.3842 loss_ce_4: 0.336 loss_bbox_4: 0.1951 loss_giou_4: 0.3765 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:28] d2.utils.events INFO: eta: 1 day, 3:03:49 iter: 104679 total_loss: 6.261 loss_ce: 0.3386 loss_bbox: 0.1902 loss_giou: 0.3781 loss_ce_0: 0.5418 loss_bbox_0: 0.3344 loss_giou_0: 0.5817 loss_ce_1: 0.436 loss_bbox_1: 0.2358 loss_giou_1: 0.4344 loss_ce_2: 0.3663 loss_bbox_2: 0.2024 loss_giou_2: 0.3916 loss_ce_3: 0.3459 loss_bbox_3: 0.1918 loss_giou_3: 0.3855 loss_ce_4: 0.3371 loss_bbox_4: 0.1908 loss_giou_4: 0.3794 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:34] d2.utils.events INFO: eta: 1 day, 3:03:55 iter: 104699 total_loss: 6.338 loss_ce: 0.3288 loss_bbox: 0.2039 loss_giou: 0.3813 loss_ce_0: 0.5275 loss_bbox_0: 0.3383 loss_giou_0: 0.5705 loss_ce_1: 0.4181 loss_bbox_1: 0.2337 loss_giou_1: 0.425 loss_ce_2: 0.3614 loss_bbox_2: 0.2129 loss_giou_2: 0.3973 loss_ce_3: 0.3397 loss_bbox_3: 0.206 loss_giou_3: 0.3863 loss_ce_4: 0.3279 loss_bbox_4: 0.2033 loss_giou_4: 0.3801 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:40] d2.utils.events INFO: eta: 1 day, 3:03:38 iter: 104719 total_loss: 6.125 loss_ce: 0.3231 loss_bbox: 0.2094 loss_giou: 0.351 loss_ce_0: 0.531 loss_bbox_0: 0.3564 loss_giou_0: 0.5515 loss_ce_1: 0.4196 loss_bbox_1: 0.2475 loss_giou_1: 0.4014 loss_ce_2: 0.3587 loss_bbox_2: 0.2217 loss_giou_2: 0.367 loss_ce_3: 0.3289 loss_bbox_3: 0.2134 loss_giou_3: 0.3604 loss_ce_4: 0.3173 loss_bbox_4: 0.2117 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:45] d2.utils.events INFO: eta: 1 day, 3:03:44 iter: 104739 total_loss: 6.022 loss_ce: 0.3191 loss_bbox: 0.193 loss_giou: 0.3599 loss_ce_0: 0.5216 loss_bbox_0: 0.3359 loss_giou_0: 0.5575 loss_ce_1: 0.4161 loss_bbox_1: 0.2361 loss_giou_1: 0.4118 loss_ce_2: 0.3396 loss_bbox_2: 0.211 loss_giou_2: 0.3805 loss_ce_3: 0.325 loss_bbox_3: 0.1979 loss_giou_3: 0.3677 loss_ce_4: 0.3198 loss_bbox_4: 0.1934 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:51] d2.utils.events INFO: eta: 1 day, 3:03:58 iter: 104759 total_loss: 5.644 loss_ce: 0.2996 loss_bbox: 0.2011 loss_giou: 0.3371 loss_ce_0: 0.4985 loss_bbox_0: 0.3219 loss_giou_0: 0.5154 loss_ce_1: 0.3868 loss_bbox_1: 0.2206 loss_giou_1: 0.3833 loss_ce_2: 0.3213 loss_bbox_2: 0.2093 loss_giou_2: 0.3509 loss_ce_3: 0.2992 loss_bbox_3: 0.2028 loss_giou_3: 0.338 loss_ce_4: 0.306 loss_bbox_4: 0.1993 loss_giou_4: 0.3385 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:44:57] d2.utils.events INFO: eta: 1 day, 3:03:40 iter: 104779 total_loss: 6.318 loss_ce: 0.3543 loss_bbox: 0.2046 loss_giou: 0.3596 loss_ce_0: 0.5305 loss_bbox_0: 0.342 loss_giou_0: 0.5487 loss_ce_1: 0.4359 loss_bbox_1: 0.245 loss_giou_1: 0.4041 loss_ce_2: 0.3822 loss_bbox_2: 0.2221 loss_giou_2: 0.3767 loss_ce_3: 0.3602 loss_bbox_3: 0.2123 loss_giou_3: 0.3661 loss_ce_4: 0.3535 loss_bbox_4: 0.2104 loss_giou_4: 0.3599 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:03] d2.utils.events INFO: eta: 1 day, 3:03:47 iter: 104799 total_loss: 6.008 loss_ce: 0.332 loss_bbox: 0.1949 loss_giou: 0.3444 loss_ce_0: 0.5233 loss_bbox_0: 0.3168 loss_giou_0: 0.5477 loss_ce_1: 0.428 loss_bbox_1: 0.2292 loss_giou_1: 0.4032 loss_ce_2: 0.3603 loss_bbox_2: 0.2084 loss_giou_2: 0.3647 loss_ce_3: 0.3384 loss_bbox_3: 0.2004 loss_giou_3: 0.3564 loss_ce_4: 0.3352 loss_bbox_4: 0.1977 loss_giou_4: 0.3499 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:08] d2.utils.events INFO: eta: 1 day, 3:03:46 iter: 104819 total_loss: 6.165 loss_ce: 0.3335 loss_bbox: 0.2102 loss_giou: 0.3578 loss_ce_0: 0.5304 loss_bbox_0: 0.336 loss_giou_0: 0.5228 loss_ce_1: 0.4247 loss_bbox_1: 0.2304 loss_giou_1: 0.4023 loss_ce_2: 0.3693 loss_bbox_2: 0.2093 loss_giou_2: 0.3701 loss_ce_3: 0.3403 loss_bbox_3: 0.2074 loss_giou_3: 0.3617 loss_ce_4: 0.3328 loss_bbox_4: 0.212 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:14] d2.utils.events INFO: eta: 1 day, 3:03:36 iter: 104839 total_loss: 6.206 loss_ce: 0.3419 loss_bbox: 0.1826 loss_giou: 0.3413 loss_ce_0: 0.5262 loss_bbox_0: 0.3383 loss_giou_0: 0.5359 loss_ce_1: 0.4366 loss_bbox_1: 0.2198 loss_giou_1: 0.4012 loss_ce_2: 0.3769 loss_bbox_2: 0.2001 loss_giou_2: 0.3722 loss_ce_3: 0.3545 loss_bbox_3: 0.1978 loss_giou_3: 0.3535 loss_ce_4: 0.334 loss_bbox_4: 0.1895 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:20] d2.utils.events INFO: eta: 1 day, 3:03:20 iter: 104859 total_loss: 6.279 loss_ce: 0.3474 loss_bbox: 0.2122 loss_giou: 0.3438 loss_ce_0: 0.5194 loss_bbox_0: 0.356 loss_giou_0: 0.5714 loss_ce_1: 0.4394 loss_bbox_1: 0.2414 loss_giou_1: 0.405 loss_ce_2: 0.3674 loss_bbox_2: 0.2232 loss_giou_2: 0.3656 loss_ce_3: 0.3501 loss_bbox_3: 0.2197 loss_giou_3: 0.3506 loss_ce_4: 0.3435 loss_bbox_4: 0.2156 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:26] d2.utils.events INFO: eta: 1 day, 3:03:03 iter: 104879 total_loss: 6.17 loss_ce: 0.3326 loss_bbox: 0.2002 loss_giou: 0.374 loss_ce_0: 0.5264 loss_bbox_0: 0.3309 loss_giou_0: 0.5654 loss_ce_1: 0.4415 loss_bbox_1: 0.2354 loss_giou_1: 0.4147 loss_ce_2: 0.373 loss_bbox_2: 0.2126 loss_giou_2: 0.3824 loss_ce_3: 0.3559 loss_bbox_3: 0.2038 loss_giou_3: 0.3787 loss_ce_4: 0.3385 loss_bbox_4: 0.2017 loss_giou_4: 0.3769 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:31] d2.utils.events INFO: eta: 1 day, 3:02:58 iter: 104899 total_loss: 6.327 loss_ce: 0.322 loss_bbox: 0.2018 loss_giou: 0.3696 loss_ce_0: 0.5286 loss_bbox_0: 0.3477 loss_giou_0: 0.6046 loss_ce_1: 0.4317 loss_bbox_1: 0.2418 loss_giou_1: 0.4395 loss_ce_2: 0.3509 loss_bbox_2: 0.21 loss_giou_2: 0.3994 loss_ce_3: 0.3341 loss_bbox_3: 0.2067 loss_giou_3: 0.3846 loss_ce_4: 0.3189 loss_bbox_4: 0.2056 loss_giou_4: 0.3739 time: 0.2802 data_time: 0.0361 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:37] d2.utils.events INFO: eta: 1 day, 3:02:45 iter: 104919 total_loss: 6.458 loss_ce: 0.3809 loss_bbox: 0.1984 loss_giou: 0.3778 loss_ce_0: 0.5537 loss_bbox_0: 0.3355 loss_giou_0: 0.6153 loss_ce_1: 0.454 loss_bbox_1: 0.2358 loss_giou_1: 0.4419 loss_ce_2: 0.4023 loss_bbox_2: 0.2063 loss_giou_2: 0.3982 loss_ce_3: 0.3856 loss_bbox_3: 0.2048 loss_giou_3: 0.3911 loss_ce_4: 0.3796 loss_bbox_4: 0.1998 loss_giou_4: 0.3773 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:43] d2.utils.events INFO: eta: 1 day, 3:02:41 iter: 104939 total_loss: 6.201 loss_ce: 0.3442 loss_bbox: 0.2117 loss_giou: 0.3534 loss_ce_0: 0.5316 loss_bbox_0: 0.3305 loss_giou_0: 0.5534 loss_ce_1: 0.4292 loss_bbox_1: 0.2388 loss_giou_1: 0.4142 loss_ce_2: 0.3684 loss_bbox_2: 0.2177 loss_giou_2: 0.3756 loss_ce_3: 0.3483 loss_bbox_3: 0.2158 loss_giou_3: 0.3597 loss_ce_4: 0.3406 loss_bbox_4: 0.2108 loss_giou_4: 0.3575 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:49] d2.utils.events INFO: eta: 1 day, 3:02:41 iter: 104959 total_loss: 6.207 loss_ce: 0.3327 loss_bbox: 0.2152 loss_giou: 0.3479 loss_ce_0: 0.5314 loss_bbox_0: 0.3551 loss_giou_0: 0.5373 loss_ce_1: 0.4292 loss_bbox_1: 0.2529 loss_giou_1: 0.4061 loss_ce_2: 0.3662 loss_bbox_2: 0.2238 loss_giou_2: 0.3717 loss_ce_3: 0.3468 loss_bbox_3: 0.2222 loss_giou_3: 0.3572 loss_ce_4: 0.3367 loss_bbox_4: 0.2176 loss_giou_4: 0.3501 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 21:45:54] d2.utils.events INFO: eta: 1 day, 3:02:30 iter: 104979 total_loss: 6.272 loss_ce: 0.3553 loss_bbox: 0.2067 loss_giou: 0.3635 loss_ce_0: 0.526 loss_bbox_0: 0.3446 loss_giou_0: 0.5448 loss_ce_1: 0.4324 loss_bbox_1: 0.2499 loss_giou_1: 0.4138 loss_ce_2: 0.3806 loss_bbox_2: 0.218 loss_giou_2: 0.3826 loss_ce_3: 0.363 loss_bbox_3: 0.207 loss_giou_3: 0.3772 loss_ce_4: 0.3534 loss_bbox_4: 0.2115 loss_giou_4: 0.3676 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:00] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0104999.pth [11/02 21:46:02] d2.utils.events INFO: eta: 1 day, 3:01:46 iter: 104999 total_loss: 5.946 loss_ce: 0.3399 loss_bbox: 0.1902 loss_giou: 0.3414 loss_ce_0: 0.5272 loss_bbox_0: 0.3365 loss_giou_0: 0.5265 loss_ce_1: 0.4346 loss_bbox_1: 0.2321 loss_giou_1: 0.4005 loss_ce_2: 0.3646 loss_bbox_2: 0.2087 loss_giou_2: 0.3681 loss_ce_3: 0.3536 loss_bbox_3: 0.2043 loss_giou_3: 0.3515 loss_ce_4: 0.3472 loss_bbox_4: 0.1948 loss_giou_4: 0.3472 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:08] d2.utils.events INFO: eta: 1 day, 3:01:36 iter: 105019 total_loss: 6.252 loss_ce: 0.3348 loss_bbox: 0.2075 loss_giou: 0.3662 loss_ce_0: 0.5182 loss_bbox_0: 0.3393 loss_giou_0: 0.5426 loss_ce_1: 0.4252 loss_bbox_1: 0.2461 loss_giou_1: 0.4184 loss_ce_2: 0.3666 loss_bbox_2: 0.224 loss_giou_2: 0.3843 loss_ce_3: 0.346 loss_bbox_3: 0.2101 loss_giou_3: 0.3788 loss_ce_4: 0.3352 loss_bbox_4: 0.2043 loss_giou_4: 0.3744 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:13] d2.utils.events INFO: eta: 1 day, 3:01:23 iter: 105039 total_loss: 6.364 loss_ce: 0.3477 loss_bbox: 0.2101 loss_giou: 0.3613 loss_ce_0: 0.5485 loss_bbox_0: 0.3651 loss_giou_0: 0.559 loss_ce_1: 0.4438 loss_bbox_1: 0.2525 loss_giou_1: 0.4163 loss_ce_2: 0.3816 loss_bbox_2: 0.2262 loss_giou_2: 0.3792 loss_ce_3: 0.3556 loss_bbox_3: 0.2222 loss_giou_3: 0.3707 loss_ce_4: 0.3461 loss_bbox_4: 0.2121 loss_giou_4: 0.3677 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:19] d2.utils.events INFO: eta: 1 day, 3:01:35 iter: 105059 total_loss: 6.438 loss_ce: 0.3349 loss_bbox: 0.2279 loss_giou: 0.3919 loss_ce_0: 0.5353 loss_bbox_0: 0.3536 loss_giou_0: 0.5745 loss_ce_1: 0.4421 loss_bbox_1: 0.259 loss_giou_1: 0.4322 loss_ce_2: 0.3785 loss_bbox_2: 0.2307 loss_giou_2: 0.413 loss_ce_3: 0.3476 loss_bbox_3: 0.2253 loss_giou_3: 0.3979 loss_ce_4: 0.341 loss_bbox_4: 0.2282 loss_giou_4: 0.3942 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:25] d2.utils.events INFO: eta: 1 day, 3:01:29 iter: 105079 total_loss: 6.261 loss_ce: 0.3412 loss_bbox: 0.2005 loss_giou: 0.3604 loss_ce_0: 0.5326 loss_bbox_0: 0.3369 loss_giou_0: 0.5775 loss_ce_1: 0.4272 loss_bbox_1: 0.2389 loss_giou_1: 0.4112 loss_ce_2: 0.3845 loss_bbox_2: 0.2086 loss_giou_2: 0.3781 loss_ce_3: 0.3535 loss_bbox_3: 0.2007 loss_giou_3: 0.3673 loss_ce_4: 0.3463 loss_bbox_4: 0.2006 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:30] d2.utils.events INFO: eta: 1 day, 3:01:24 iter: 105099 total_loss: 5.903 loss_ce: 0.3225 loss_bbox: 0.1971 loss_giou: 0.338 loss_ce_0: 0.5273 loss_bbox_0: 0.3498 loss_giou_0: 0.523 loss_ce_1: 0.4172 loss_bbox_1: 0.2366 loss_giou_1: 0.3753 loss_ce_2: 0.3604 loss_bbox_2: 0.2103 loss_giou_2: 0.3484 loss_ce_3: 0.3265 loss_bbox_3: 0.201 loss_giou_3: 0.3448 loss_ce_4: 0.3234 loss_bbox_4: 0.1962 loss_giou_4: 0.3408 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:36] d2.utils.events INFO: eta: 1 day, 3:01:07 iter: 105119 total_loss: 6.31 loss_ce: 0.3369 loss_bbox: 0.1969 loss_giou: 0.381 loss_ce_0: 0.5301 loss_bbox_0: 0.3416 loss_giou_0: 0.5857 loss_ce_1: 0.4163 loss_bbox_1: 0.2335 loss_giou_1: 0.4399 loss_ce_2: 0.3595 loss_bbox_2: 0.2103 loss_giou_2: 0.3984 loss_ce_3: 0.35 loss_bbox_3: 0.2008 loss_giou_3: 0.3897 loss_ce_4: 0.3381 loss_bbox_4: 0.1954 loss_giou_4: 0.3803 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:42] d2.utils.events INFO: eta: 1 day, 3:01:07 iter: 105139 total_loss: 6.336 loss_ce: 0.3298 loss_bbox: 0.1886 loss_giou: 0.3717 loss_ce_0: 0.5293 loss_bbox_0: 0.3362 loss_giou_0: 0.5825 loss_ce_1: 0.4305 loss_bbox_1: 0.2298 loss_giou_1: 0.4222 loss_ce_2: 0.3702 loss_bbox_2: 0.2015 loss_giou_2: 0.3854 loss_ce_3: 0.3499 loss_bbox_3: 0.1957 loss_giou_3: 0.3796 loss_ce_4: 0.3319 loss_bbox_4: 0.1898 loss_giou_4: 0.3748 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:48] d2.utils.events INFO: eta: 1 day, 3:00:50 iter: 105159 total_loss: 6.2 loss_ce: 0.3218 loss_bbox: 0.2103 loss_giou: 0.3634 loss_ce_0: 0.5284 loss_bbox_0: 0.3539 loss_giou_0: 0.5505 loss_ce_1: 0.4313 loss_bbox_1: 0.2459 loss_giou_1: 0.4077 loss_ce_2: 0.3715 loss_bbox_2: 0.2253 loss_giou_2: 0.385 loss_ce_3: 0.3503 loss_bbox_3: 0.2119 loss_giou_3: 0.3743 loss_ce_4: 0.3283 loss_bbox_4: 0.2125 loss_giou_4: 0.3672 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:53] d2.utils.events INFO: eta: 1 day, 3:01:08 iter: 105179 total_loss: 6.283 loss_ce: 0.3616 loss_bbox: 0.2077 loss_giou: 0.355 loss_ce_0: 0.5352 loss_bbox_0: 0.3529 loss_giou_0: 0.5472 loss_ce_1: 0.4373 loss_bbox_1: 0.2557 loss_giou_1: 0.4038 loss_ce_2: 0.3913 loss_bbox_2: 0.2179 loss_giou_2: 0.3779 loss_ce_3: 0.3676 loss_bbox_3: 0.2119 loss_giou_3: 0.3656 loss_ce_4: 0.3587 loss_bbox_4: 0.209 loss_giou_4: 0.3597 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 21:46:59] d2.utils.events INFO: eta: 1 day, 3:01:08 iter: 105199 total_loss: 6.361 loss_ce: 0.3471 loss_bbox: 0.2061 loss_giou: 0.3634 loss_ce_0: 0.523 loss_bbox_0: 0.3582 loss_giou_0: 0.5622 loss_ce_1: 0.4377 loss_bbox_1: 0.2333 loss_giou_1: 0.4112 loss_ce_2: 0.3783 loss_bbox_2: 0.2163 loss_giou_2: 0.3793 loss_ce_3: 0.3548 loss_bbox_3: 0.2153 loss_giou_3: 0.3743 loss_ce_4: 0.3436 loss_bbox_4: 0.2054 loss_giou_4: 0.3653 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:05] d2.utils.events INFO: eta: 1 day, 3:00:52 iter: 105219 total_loss: 6.299 loss_ce: 0.3381 loss_bbox: 0.2029 loss_giou: 0.3453 loss_ce_0: 0.5221 loss_bbox_0: 0.3306 loss_giou_0: 0.5496 loss_ce_1: 0.4177 loss_bbox_1: 0.2453 loss_giou_1: 0.4017 loss_ce_2: 0.3632 loss_bbox_2: 0.221 loss_giou_2: 0.3652 loss_ce_3: 0.337 loss_bbox_3: 0.207 loss_giou_3: 0.348 loss_ce_4: 0.339 loss_bbox_4: 0.2057 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:10] d2.utils.events INFO: eta: 1 day, 3:00:47 iter: 105239 total_loss: 5.98 loss_ce: 0.3272 loss_bbox: 0.2027 loss_giou: 0.3441 loss_ce_0: 0.514 loss_bbox_0: 0.3347 loss_giou_0: 0.5214 loss_ce_1: 0.4163 loss_bbox_1: 0.2344 loss_giou_1: 0.4005 loss_ce_2: 0.3579 loss_bbox_2: 0.2151 loss_giou_2: 0.3635 loss_ce_3: 0.3269 loss_bbox_3: 0.2096 loss_giou_3: 0.3571 loss_ce_4: 0.3229 loss_bbox_4: 0.2043 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:16] d2.utils.events INFO: eta: 1 day, 3:00:41 iter: 105259 total_loss: 6.214 loss_ce: 0.3208 loss_bbox: 0.211 loss_giou: 0.3663 loss_ce_0: 0.5284 loss_bbox_0: 0.3447 loss_giou_0: 0.5511 loss_ce_1: 0.4282 loss_bbox_1: 0.2476 loss_giou_1: 0.4055 loss_ce_2: 0.357 loss_bbox_2: 0.2262 loss_giou_2: 0.383 loss_ce_3: 0.3242 loss_bbox_3: 0.2168 loss_giou_3: 0.3704 loss_ce_4: 0.3238 loss_bbox_4: 0.212 loss_giou_4: 0.3689 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:22] d2.utils.events INFO: eta: 1 day, 3:00:35 iter: 105279 total_loss: 6.15 loss_ce: 0.3062 loss_bbox: 0.21 loss_giou: 0.3688 loss_ce_0: 0.519 loss_bbox_0: 0.348 loss_giou_0: 0.5646 loss_ce_1: 0.4279 loss_bbox_1: 0.2499 loss_giou_1: 0.4284 loss_ce_2: 0.3544 loss_bbox_2: 0.2248 loss_giou_2: 0.3831 loss_ce_3: 0.3207 loss_bbox_3: 0.218 loss_giou_3: 0.376 loss_ce_4: 0.3139 loss_bbox_4: 0.211 loss_giou_4: 0.3659 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:28] d2.utils.events INFO: eta: 1 day, 3:00:35 iter: 105299 total_loss: 6.153 loss_ce: 0.3193 loss_bbox: 0.1997 loss_giou: 0.3689 loss_ce_0: 0.5316 loss_bbox_0: 0.3318 loss_giou_0: 0.5755 loss_ce_1: 0.4057 loss_bbox_1: 0.2262 loss_giou_1: 0.4308 loss_ce_2: 0.3418 loss_bbox_2: 0.2068 loss_giou_2: 0.3922 loss_ce_3: 0.3254 loss_bbox_3: 0.2051 loss_giou_3: 0.3792 loss_ce_4: 0.3205 loss_bbox_4: 0.2008 loss_giou_4: 0.3728 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:33] d2.utils.events INFO: eta: 1 day, 3:00:34 iter: 105319 total_loss: 6.412 loss_ce: 0.3415 loss_bbox: 0.2091 loss_giou: 0.388 loss_ce_0: 0.5482 loss_bbox_0: 0.3503 loss_giou_0: 0.5575 loss_ce_1: 0.4324 loss_bbox_1: 0.2459 loss_giou_1: 0.4301 loss_ce_2: 0.378 loss_bbox_2: 0.2235 loss_giou_2: 0.3956 loss_ce_3: 0.3553 loss_bbox_3: 0.2145 loss_giou_3: 0.3875 loss_ce_4: 0.3531 loss_bbox_4: 0.2108 loss_giou_4: 0.3909 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:39] d2.utils.events INFO: eta: 1 day, 3:00:19 iter: 105339 total_loss: 6.288 loss_ce: 0.339 loss_bbox: 0.2018 loss_giou: 0.3669 loss_ce_0: 0.5376 loss_bbox_0: 0.3684 loss_giou_0: 0.5749 loss_ce_1: 0.4403 loss_bbox_1: 0.2414 loss_giou_1: 0.4251 loss_ce_2: 0.3794 loss_bbox_2: 0.2155 loss_giou_2: 0.3847 loss_ce_3: 0.3448 loss_bbox_3: 0.2069 loss_giou_3: 0.3745 loss_ce_4: 0.3382 loss_bbox_4: 0.2058 loss_giou_4: 0.3653 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:45] d2.utils.events INFO: eta: 1 day, 3:00:13 iter: 105359 total_loss: 6.378 loss_ce: 0.3479 loss_bbox: 0.2026 loss_giou: 0.3635 loss_ce_0: 0.5333 loss_bbox_0: 0.3383 loss_giou_0: 0.5584 loss_ce_1: 0.434 loss_bbox_1: 0.2339 loss_giou_1: 0.4036 loss_ce_2: 0.379 loss_bbox_2: 0.2093 loss_giou_2: 0.3771 loss_ce_3: 0.345 loss_bbox_3: 0.2039 loss_giou_3: 0.3687 loss_ce_4: 0.3424 loss_bbox_4: 0.2038 loss_giou_4: 0.3705 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:50] d2.utils.events INFO: eta: 1 day, 2:59:57 iter: 105379 total_loss: 6.169 loss_ce: 0.3364 loss_bbox: 0.1951 loss_giou: 0.3541 loss_ce_0: 0.5424 loss_bbox_0: 0.3333 loss_giou_0: 0.5428 loss_ce_1: 0.429 loss_bbox_1: 0.2293 loss_giou_1: 0.4071 loss_ce_2: 0.3685 loss_bbox_2: 0.2097 loss_giou_2: 0.3737 loss_ce_3: 0.3403 loss_bbox_3: 0.2037 loss_giou_3: 0.3619 loss_ce_4: 0.3357 loss_bbox_4: 0.1955 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 21:47:56] d2.utils.events INFO: eta: 1 day, 3:00:06 iter: 105399 total_loss: 6.447 loss_ce: 0.3614 loss_bbox: 0.2061 loss_giou: 0.3763 loss_ce_0: 0.543 loss_bbox_0: 0.3587 loss_giou_0: 0.5723 loss_ce_1: 0.4559 loss_bbox_1: 0.2444 loss_giou_1: 0.4236 loss_ce_2: 0.3891 loss_bbox_2: 0.2293 loss_giou_2: 0.3902 loss_ce_3: 0.3657 loss_bbox_3: 0.2143 loss_giou_3: 0.3796 loss_ce_4: 0.3543 loss_bbox_4: 0.2032 loss_giou_4: 0.3753 time: 0.2802 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:02] d2.utils.events INFO: eta: 1 day, 3:00:08 iter: 105419 total_loss: 6.138 loss_ce: 0.3435 loss_bbox: 0.1952 loss_giou: 0.3656 loss_ce_0: 0.5409 loss_bbox_0: 0.3332 loss_giou_0: 0.5806 loss_ce_1: 0.4376 loss_bbox_1: 0.2254 loss_giou_1: 0.4194 loss_ce_2: 0.3869 loss_bbox_2: 0.202 loss_giou_2: 0.3854 loss_ce_3: 0.3447 loss_bbox_3: 0.1993 loss_giou_3: 0.3687 loss_ce_4: 0.347 loss_bbox_4: 0.1968 loss_giou_4: 0.3669 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:07] d2.utils.events INFO: eta: 1 day, 2:59:45 iter: 105439 total_loss: 6.33 loss_ce: 0.3489 loss_bbox: 0.1995 loss_giou: 0.3625 loss_ce_0: 0.5403 loss_bbox_0: 0.3505 loss_giou_0: 0.5609 loss_ce_1: 0.4338 loss_bbox_1: 0.2319 loss_giou_1: 0.4217 loss_ce_2: 0.3717 loss_bbox_2: 0.2168 loss_giou_2: 0.3844 loss_ce_3: 0.3524 loss_bbox_3: 0.2041 loss_giou_3: 0.3748 loss_ce_4: 0.3442 loss_bbox_4: 0.2006 loss_giou_4: 0.3674 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:13] d2.utils.events INFO: eta: 1 day, 2:59:49 iter: 105459 total_loss: 6.067 loss_ce: 0.3233 loss_bbox: 0.2024 loss_giou: 0.3405 loss_ce_0: 0.5406 loss_bbox_0: 0.3491 loss_giou_0: 0.5238 loss_ce_1: 0.4338 loss_bbox_1: 0.2358 loss_giou_1: 0.3859 loss_ce_2: 0.3733 loss_bbox_2: 0.2103 loss_giou_2: 0.3569 loss_ce_3: 0.335 loss_bbox_3: 0.2088 loss_giou_3: 0.3461 loss_ce_4: 0.3318 loss_bbox_4: 0.2048 loss_giou_4: 0.3436 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:19] d2.utils.events INFO: eta: 1 day, 2:59:36 iter: 105479 total_loss: 6.207 loss_ce: 0.3399 loss_bbox: 0.1933 loss_giou: 0.3493 loss_ce_0: 0.5269 loss_bbox_0: 0.3477 loss_giou_0: 0.5651 loss_ce_1: 0.4246 loss_bbox_1: 0.2347 loss_giou_1: 0.4186 loss_ce_2: 0.3754 loss_bbox_2: 0.2156 loss_giou_2: 0.3819 loss_ce_3: 0.3422 loss_bbox_3: 0.2018 loss_giou_3: 0.37 loss_ce_4: 0.3452 loss_bbox_4: 0.1941 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:24] d2.utils.events INFO: eta: 1 day, 2:59:38 iter: 105499 total_loss: 6.279 loss_ce: 0.348 loss_bbox: 0.192 loss_giou: 0.358 loss_ce_0: 0.5384 loss_bbox_0: 0.346 loss_giou_0: 0.5388 loss_ce_1: 0.439 loss_bbox_1: 0.2371 loss_giou_1: 0.4097 loss_ce_2: 0.3817 loss_bbox_2: 0.2167 loss_giou_2: 0.3789 loss_ce_3: 0.3515 loss_bbox_3: 0.2022 loss_giou_3: 0.3727 loss_ce_4: 0.3472 loss_bbox_4: 0.2008 loss_giou_4: 0.3611 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:30] d2.utils.events INFO: eta: 1 day, 2:59:43 iter: 105519 total_loss: 6.01 loss_ce: 0.3332 loss_bbox: 0.1907 loss_giou: 0.3611 loss_ce_0: 0.5296 loss_bbox_0: 0.3272 loss_giou_0: 0.5486 loss_ce_1: 0.4298 loss_bbox_1: 0.2236 loss_giou_1: 0.409 loss_ce_2: 0.3793 loss_bbox_2: 0.2052 loss_giou_2: 0.3711 loss_ce_3: 0.3447 loss_bbox_3: 0.1939 loss_giou_3: 0.3665 loss_ce_4: 0.3335 loss_bbox_4: 0.1898 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:36] d2.utils.events INFO: eta: 1 day, 2:59:47 iter: 105539 total_loss: 6.133 loss_ce: 0.3484 loss_bbox: 0.2045 loss_giou: 0.3572 loss_ce_0: 0.5322 loss_bbox_0: 0.3307 loss_giou_0: 0.577 loss_ce_1: 0.4414 loss_bbox_1: 0.2287 loss_giou_1: 0.4128 loss_ce_2: 0.3881 loss_bbox_2: 0.2068 loss_giou_2: 0.3834 loss_ce_3: 0.3592 loss_bbox_3: 0.2027 loss_giou_3: 0.3689 loss_ce_4: 0.344 loss_bbox_4: 0.203 loss_giou_4: 0.3607 time: 0.2802 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:42] d2.utils.events INFO: eta: 1 day, 3:00:14 iter: 105559 total_loss: 6.257 loss_ce: 0.3483 loss_bbox: 0.2161 loss_giou: 0.356 loss_ce_0: 0.5558 loss_bbox_0: 0.3557 loss_giou_0: 0.5449 loss_ce_1: 0.4583 loss_bbox_1: 0.2329 loss_giou_1: 0.4094 loss_ce_2: 0.391 loss_bbox_2: 0.2214 loss_giou_2: 0.3755 loss_ce_3: 0.3609 loss_bbox_3: 0.2186 loss_giou_3: 0.3664 loss_ce_4: 0.355 loss_bbox_4: 0.2204 loss_giou_4: 0.3568 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:47] d2.utils.events INFO: eta: 1 day, 3:00:26 iter: 105579 total_loss: 6.242 loss_ce: 0.3326 loss_bbox: 0.1999 loss_giou: 0.3519 loss_ce_0: 0.5197 loss_bbox_0: 0.3396 loss_giou_0: 0.5353 loss_ce_1: 0.4286 loss_bbox_1: 0.2312 loss_giou_1: 0.4006 loss_ce_2: 0.3751 loss_bbox_2: 0.2127 loss_giou_2: 0.3722 loss_ce_3: 0.3511 loss_bbox_3: 0.2024 loss_giou_3: 0.3549 loss_ce_4: 0.3363 loss_bbox_4: 0.2002 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:53] d2.utils.events INFO: eta: 1 day, 3:00:15 iter: 105599 total_loss: 6.126 loss_ce: 0.3382 loss_bbox: 0.1979 loss_giou: 0.3427 loss_ce_0: 0.5241 loss_bbox_0: 0.3484 loss_giou_0: 0.5223 loss_ce_1: 0.4577 loss_bbox_1: 0.2466 loss_giou_1: 0.3895 loss_ce_2: 0.3809 loss_bbox_2: 0.2118 loss_giou_2: 0.3586 loss_ce_3: 0.3569 loss_bbox_3: 0.2051 loss_giou_3: 0.3537 loss_ce_4: 0.3402 loss_bbox_4: 0.1995 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 21:48:59] d2.utils.events INFO: eta: 1 day, 3:00:10 iter: 105619 total_loss: 6.546 loss_ce: 0.3458 loss_bbox: 0.2158 loss_giou: 0.3861 loss_ce_0: 0.541 loss_bbox_0: 0.3387 loss_giou_0: 0.5906 loss_ce_1: 0.4405 loss_bbox_1: 0.2454 loss_giou_1: 0.4444 loss_ce_2: 0.3958 loss_bbox_2: 0.2236 loss_giou_2: 0.4051 loss_ce_3: 0.3635 loss_bbox_3: 0.2205 loss_giou_3: 0.3984 loss_ce_4: 0.3491 loss_bbox_4: 0.2169 loss_giou_4: 0.3909 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:05] d2.utils.events INFO: eta: 1 day, 2:59:56 iter: 105639 total_loss: 6.038 loss_ce: 0.3076 loss_bbox: 0.2008 loss_giou: 0.3328 loss_ce_0: 0.5152 loss_bbox_0: 0.3509 loss_giou_0: 0.5501 loss_ce_1: 0.4224 loss_bbox_1: 0.2398 loss_giou_1: 0.3868 loss_ce_2: 0.3541 loss_bbox_2: 0.2133 loss_giou_2: 0.3561 loss_ce_3: 0.321 loss_bbox_3: 0.2105 loss_giou_3: 0.347 loss_ce_4: 0.306 loss_bbox_4: 0.2035 loss_giou_4: 0.3383 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:10] d2.utils.events INFO: eta: 1 day, 2:59:35 iter: 105659 total_loss: 6.436 loss_ce: 0.3337 loss_bbox: 0.2091 loss_giou: 0.3489 loss_ce_0: 0.5318 loss_bbox_0: 0.362 loss_giou_0: 0.5213 loss_ce_1: 0.4291 loss_bbox_1: 0.2517 loss_giou_1: 0.4 loss_ce_2: 0.3658 loss_bbox_2: 0.2295 loss_giou_2: 0.3619 loss_ce_3: 0.3371 loss_bbox_3: 0.2227 loss_giou_3: 0.3558 loss_ce_4: 0.3394 loss_bbox_4: 0.212 loss_giou_4: 0.3469 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:16] d2.utils.events INFO: eta: 1 day, 2:59:30 iter: 105679 total_loss: 6.212 loss_ce: 0.3153 loss_bbox: 0.2011 loss_giou: 0.3765 loss_ce_0: 0.5239 loss_bbox_0: 0.3311 loss_giou_0: 0.5425 loss_ce_1: 0.4296 loss_bbox_1: 0.2334 loss_giou_1: 0.4215 loss_ce_2: 0.3522 loss_bbox_2: 0.2119 loss_giou_2: 0.3997 loss_ce_3: 0.3345 loss_bbox_3: 0.2014 loss_giou_3: 0.3813 loss_ce_4: 0.329 loss_bbox_4: 0.1977 loss_giou_4: 0.3772 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:22] d2.utils.events INFO: eta: 1 day, 2:58:51 iter: 105699 total_loss: 6.245 loss_ce: 0.3382 loss_bbox: 0.2033 loss_giou: 0.3466 loss_ce_0: 0.531 loss_bbox_0: 0.3468 loss_giou_0: 0.5701 loss_ce_1: 0.4368 loss_bbox_1: 0.2366 loss_giou_1: 0.4073 loss_ce_2: 0.3653 loss_bbox_2: 0.2117 loss_giou_2: 0.3624 loss_ce_3: 0.3478 loss_bbox_3: 0.2077 loss_giou_3: 0.3521 loss_ce_4: 0.3461 loss_bbox_4: 0.2032 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:27] d2.utils.events INFO: eta: 1 day, 2:58:43 iter: 105719 total_loss: 5.987 loss_ce: 0.3368 loss_bbox: 0.2035 loss_giou: 0.3404 loss_ce_0: 0.5288 loss_bbox_0: 0.3382 loss_giou_0: 0.5332 loss_ce_1: 0.4362 loss_bbox_1: 0.2257 loss_giou_1: 0.3897 loss_ce_2: 0.3702 loss_bbox_2: 0.2137 loss_giou_2: 0.3595 loss_ce_3: 0.3411 loss_bbox_3: 0.2079 loss_giou_3: 0.3457 loss_ce_4: 0.3379 loss_bbox_4: 0.2025 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:33] d2.utils.events INFO: eta: 1 day, 2:58:31 iter: 105739 total_loss: 6.329 loss_ce: 0.3565 loss_bbox: 0.2066 loss_giou: 0.3727 loss_ce_0: 0.5501 loss_bbox_0: 0.3338 loss_giou_0: 0.5634 loss_ce_1: 0.4527 loss_bbox_1: 0.2445 loss_giou_1: 0.4291 loss_ce_2: 0.3945 loss_bbox_2: 0.221 loss_giou_2: 0.3944 loss_ce_3: 0.3715 loss_bbox_3: 0.2118 loss_giou_3: 0.3882 loss_ce_4: 0.357 loss_bbox_4: 0.2072 loss_giou_4: 0.3795 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:39] d2.utils.events INFO: eta: 1 day, 2:58:15 iter: 105759 total_loss: 6.187 loss_ce: 0.3427 loss_bbox: 0.2058 loss_giou: 0.3628 loss_ce_0: 0.522 loss_bbox_0: 0.3359 loss_giou_0: 0.5623 loss_ce_1: 0.4273 loss_bbox_1: 0.2372 loss_giou_1: 0.4267 loss_ce_2: 0.3764 loss_bbox_2: 0.2198 loss_giou_2: 0.3842 loss_ce_3: 0.3544 loss_bbox_3: 0.2069 loss_giou_3: 0.3643 loss_ce_4: 0.3496 loss_bbox_4: 0.2039 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:44] d2.utils.events INFO: eta: 1 day, 2:58:09 iter: 105779 total_loss: 6.156 loss_ce: 0.3382 loss_bbox: 0.1997 loss_giou: 0.3487 loss_ce_0: 0.5146 loss_bbox_0: 0.337 loss_giou_0: 0.5449 loss_ce_1: 0.4251 loss_bbox_1: 0.2284 loss_giou_1: 0.3989 loss_ce_2: 0.3551 loss_bbox_2: 0.206 loss_giou_2: 0.3633 loss_ce_3: 0.3429 loss_bbox_3: 0.2005 loss_giou_3: 0.3634 loss_ce_4: 0.3414 loss_bbox_4: 0.2011 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:50] d2.utils.events INFO: eta: 1 day, 2:58:02 iter: 105799 total_loss: 6.192 loss_ce: 0.355 loss_bbox: 0.2103 loss_giou: 0.3683 loss_ce_0: 0.5403 loss_bbox_0: 0.3445 loss_giou_0: 0.5537 loss_ce_1: 0.4387 loss_bbox_1: 0.2458 loss_giou_1: 0.4236 loss_ce_2: 0.3871 loss_bbox_2: 0.2233 loss_giou_2: 0.39 loss_ce_3: 0.3647 loss_bbox_3: 0.2238 loss_giou_3: 0.3777 loss_ce_4: 0.3548 loss_bbox_4: 0.2133 loss_giou_4: 0.3681 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 21:49:56] d2.utils.events INFO: eta: 1 day, 2:58:00 iter: 105819 total_loss: 6.118 loss_ce: 0.3294 loss_bbox: 0.2025 loss_giou: 0.3571 loss_ce_0: 0.5166 loss_bbox_0: 0.3327 loss_giou_0: 0.5475 loss_ce_1: 0.4205 loss_bbox_1: 0.2303 loss_giou_1: 0.4107 loss_ce_2: 0.3668 loss_bbox_2: 0.2089 loss_giou_2: 0.3803 loss_ce_3: 0.3291 loss_bbox_3: 0.2062 loss_giou_3: 0.3674 loss_ce_4: 0.3274 loss_bbox_4: 0.202 loss_giou_4: 0.3612 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:02] d2.utils.events INFO: eta: 1 day, 2:57:52 iter: 105839 total_loss: 5.992 loss_ce: 0.3373 loss_bbox: 0.1936 loss_giou: 0.3503 loss_ce_0: 0.5291 loss_bbox_0: 0.3168 loss_giou_0: 0.5353 loss_ce_1: 0.4191 loss_bbox_1: 0.219 loss_giou_1: 0.3974 loss_ce_2: 0.3658 loss_bbox_2: 0.2007 loss_giou_2: 0.369 loss_ce_3: 0.3463 loss_bbox_3: 0.1922 loss_giou_3: 0.3595 loss_ce_4: 0.3423 loss_bbox_4: 0.1937 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0354 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:07] d2.utils.events INFO: eta: 1 day, 2:57:51 iter: 105859 total_loss: 6.115 loss_ce: 0.3352 loss_bbox: 0.1988 loss_giou: 0.35 loss_ce_0: 0.5337 loss_bbox_0: 0.3464 loss_giou_0: 0.5686 loss_ce_1: 0.435 loss_bbox_1: 0.2391 loss_giou_1: 0.4112 loss_ce_2: 0.3781 loss_bbox_2: 0.2149 loss_giou_2: 0.3717 loss_ce_3: 0.351 loss_bbox_3: 0.2022 loss_giou_3: 0.3565 loss_ce_4: 0.3372 loss_bbox_4: 0.2012 loss_giou_4: 0.354 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:13] d2.utils.events INFO: eta: 1 day, 2:57:36 iter: 105879 total_loss: 6.257 loss_ce: 0.3481 loss_bbox: 0.2142 loss_giou: 0.3575 loss_ce_0: 0.5365 loss_bbox_0: 0.3602 loss_giou_0: 0.5426 loss_ce_1: 0.4361 loss_bbox_1: 0.2472 loss_giou_1: 0.3998 loss_ce_2: 0.3773 loss_bbox_2: 0.2277 loss_giou_2: 0.3732 loss_ce_3: 0.3566 loss_bbox_3: 0.2186 loss_giou_3: 0.3609 loss_ce_4: 0.3477 loss_bbox_4: 0.2125 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:19] d2.utils.events INFO: eta: 1 day, 2:57:29 iter: 105899 total_loss: 6.262 loss_ce: 0.3292 loss_bbox: 0.1968 loss_giou: 0.3548 loss_ce_0: 0.5217 loss_bbox_0: 0.3343 loss_giou_0: 0.5648 loss_ce_1: 0.4243 loss_bbox_1: 0.235 loss_giou_1: 0.4014 loss_ce_2: 0.3665 loss_bbox_2: 0.208 loss_giou_2: 0.372 loss_ce_3: 0.3428 loss_bbox_3: 0.2053 loss_giou_3: 0.3607 loss_ce_4: 0.3422 loss_bbox_4: 0.2005 loss_giou_4: 0.3547 time: 0.2802 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:24] d2.utils.events INFO: eta: 1 day, 2:57:23 iter: 105919 total_loss: 6.393 loss_ce: 0.3449 loss_bbox: 0.2035 loss_giou: 0.3593 loss_ce_0: 0.5337 loss_bbox_0: 0.3491 loss_giou_0: 0.5603 loss_ce_1: 0.4534 loss_bbox_1: 0.2418 loss_giou_1: 0.4152 loss_ce_2: 0.3808 loss_bbox_2: 0.2212 loss_giou_2: 0.386 loss_ce_3: 0.3642 loss_bbox_3: 0.207 loss_giou_3: 0.3725 loss_ce_4: 0.3387 loss_bbox_4: 0.2026 loss_giou_4: 0.3644 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:30] d2.utils.events INFO: eta: 1 day, 2:57:17 iter: 105939 total_loss: 6.376 loss_ce: 0.3534 loss_bbox: 0.2153 loss_giou: 0.3716 loss_ce_0: 0.5255 loss_bbox_0: 0.3469 loss_giou_0: 0.5605 loss_ce_1: 0.4476 loss_bbox_1: 0.2447 loss_giou_1: 0.4262 loss_ce_2: 0.3936 loss_bbox_2: 0.2236 loss_giou_2: 0.3903 loss_ce_3: 0.3731 loss_bbox_3: 0.2189 loss_giou_3: 0.3829 loss_ce_4: 0.3559 loss_bbox_4: 0.2159 loss_giou_4: 0.3797 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:36] d2.utils.events INFO: eta: 1 day, 2:56:36 iter: 105959 total_loss: 6.193 loss_ce: 0.3613 loss_bbox: 0.2081 loss_giou: 0.3299 loss_ce_0: 0.5554 loss_bbox_0: 0.3368 loss_giou_0: 0.5061 loss_ce_1: 0.4572 loss_bbox_1: 0.2432 loss_giou_1: 0.3854 loss_ce_2: 0.3999 loss_bbox_2: 0.2177 loss_giou_2: 0.3534 loss_ce_3: 0.3789 loss_bbox_3: 0.2101 loss_giou_3: 0.3366 loss_ce_4: 0.3612 loss_bbox_4: 0.2093 loss_giou_4: 0.331 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:41] d2.utils.events INFO: eta: 1 day, 2:56:55 iter: 105979 total_loss: 6.251 loss_ce: 0.3257 loss_bbox: 0.1994 loss_giou: 0.3558 loss_ce_0: 0.5297 loss_bbox_0: 0.3515 loss_giou_0: 0.5487 loss_ce_1: 0.4226 loss_bbox_1: 0.2311 loss_giou_1: 0.3978 loss_ce_2: 0.366 loss_bbox_2: 0.2106 loss_giou_2: 0.3754 loss_ce_3: 0.3379 loss_bbox_3: 0.2042 loss_giou_3: 0.3625 loss_ce_4: 0.3335 loss_bbox_4: 0.2002 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:47] d2.utils.events INFO: eta: 1 day, 2:57:02 iter: 105999 total_loss: 6.026 loss_ce: 0.3239 loss_bbox: 0.2003 loss_giou: 0.3635 loss_ce_0: 0.5196 loss_bbox_0: 0.3225 loss_giou_0: 0.5429 loss_ce_1: 0.4342 loss_bbox_1: 0.2288 loss_giou_1: 0.4209 loss_ce_2: 0.353 loss_bbox_2: 0.2095 loss_giou_2: 0.3802 loss_ce_3: 0.3357 loss_bbox_3: 0.2063 loss_giou_3: 0.3732 loss_ce_4: 0.3254 loss_bbox_4: 0.2019 loss_giou_4: 0.3688 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:53] d2.utils.events INFO: eta: 1 day, 2:56:52 iter: 106019 total_loss: 6.096 loss_ce: 0.3328 loss_bbox: 0.2162 loss_giou: 0.3424 loss_ce_0: 0.5333 loss_bbox_0: 0.3698 loss_giou_0: 0.5375 loss_ce_1: 0.4251 loss_bbox_1: 0.2573 loss_giou_1: 0.4033 loss_ce_2: 0.3764 loss_bbox_2: 0.2388 loss_giou_2: 0.3653 loss_ce_3: 0.3417 loss_bbox_3: 0.2296 loss_giou_3: 0.3535 loss_ce_4: 0.3366 loss_bbox_4: 0.218 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:50:58] d2.utils.events INFO: eta: 1 day, 2:56:32 iter: 106039 total_loss: 6.272 loss_ce: 0.3375 loss_bbox: 0.2157 loss_giou: 0.3731 loss_ce_0: 0.5359 loss_bbox_0: 0.3477 loss_giou_0: 0.5456 loss_ce_1: 0.4523 loss_bbox_1: 0.2484 loss_giou_1: 0.4061 loss_ce_2: 0.3701 loss_bbox_2: 0.229 loss_giou_2: 0.3802 loss_ce_3: 0.3479 loss_bbox_3: 0.2203 loss_giou_3: 0.3716 loss_ce_4: 0.3343 loss_bbox_4: 0.217 loss_giou_4: 0.3746 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:04] d2.utils.events INFO: eta: 1 day, 2:56:12 iter: 106059 total_loss: 6.43 loss_ce: 0.349 loss_bbox: 0.1971 loss_giou: 0.3634 loss_ce_0: 0.559 loss_bbox_0: 0.3345 loss_giou_0: 0.5369 loss_ce_1: 0.4538 loss_bbox_1: 0.2356 loss_giou_1: 0.4073 loss_ce_2: 0.3837 loss_bbox_2: 0.2155 loss_giou_2: 0.3775 loss_ce_3: 0.3551 loss_bbox_3: 0.2085 loss_giou_3: 0.3715 loss_ce_4: 0.3548 loss_bbox_4: 0.2003 loss_giou_4: 0.3654 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:10] d2.utils.events INFO: eta: 1 day, 2:56:02 iter: 106079 total_loss: 6.254 loss_ce: 0.3455 loss_bbox: 0.2027 loss_giou: 0.3703 loss_ce_0: 0.5384 loss_bbox_0: 0.3315 loss_giou_0: 0.5551 loss_ce_1: 0.4459 loss_bbox_1: 0.2425 loss_giou_1: 0.4184 loss_ce_2: 0.3887 loss_bbox_2: 0.2186 loss_giou_2: 0.3906 loss_ce_3: 0.3561 loss_bbox_3: 0.2106 loss_giou_3: 0.3827 loss_ce_4: 0.3532 loss_bbox_4: 0.1984 loss_giou_4: 0.377 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:15] d2.utils.events INFO: eta: 1 day, 2:55:50 iter: 106099 total_loss: 5.725 loss_ce: 0.316 loss_bbox: 0.2001 loss_giou: 0.3245 loss_ce_0: 0.5124 loss_bbox_0: 0.3337 loss_giou_0: 0.4822 loss_ce_1: 0.4045 loss_bbox_1: 0.2366 loss_giou_1: 0.3698 loss_ce_2: 0.3417 loss_bbox_2: 0.2117 loss_giou_2: 0.3327 loss_ce_3: 0.3143 loss_bbox_3: 0.2032 loss_giou_3: 0.3261 loss_ce_4: 0.3169 loss_bbox_4: 0.2023 loss_giou_4: 0.3231 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:21] d2.utils.events INFO: eta: 1 day, 2:55:44 iter: 106119 total_loss: 6.153 loss_ce: 0.3197 loss_bbox: 0.194 loss_giou: 0.3768 loss_ce_0: 0.5411 loss_bbox_0: 0.3198 loss_giou_0: 0.5744 loss_ce_1: 0.4278 loss_bbox_1: 0.2296 loss_giou_1: 0.4204 loss_ce_2: 0.3604 loss_bbox_2: 0.2112 loss_giou_2: 0.3925 loss_ce_3: 0.3338 loss_bbox_3: 0.2018 loss_giou_3: 0.383 loss_ce_4: 0.3276 loss_bbox_4: 0.1957 loss_giou_4: 0.38 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:27] d2.utils.events INFO: eta: 1 day, 2:55:39 iter: 106139 total_loss: 5.98 loss_ce: 0.3202 loss_bbox: 0.1934 loss_giou: 0.3515 loss_ce_0: 0.5253 loss_bbox_0: 0.3334 loss_giou_0: 0.548 loss_ce_1: 0.4199 loss_bbox_1: 0.2266 loss_giou_1: 0.4001 loss_ce_2: 0.3626 loss_bbox_2: 0.2045 loss_giou_2: 0.3704 loss_ce_3: 0.3407 loss_bbox_3: 0.1962 loss_giou_3: 0.3617 loss_ce_4: 0.3248 loss_bbox_4: 0.1935 loss_giou_4: 0.3565 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:32] d2.utils.events INFO: eta: 1 day, 2:54:46 iter: 106159 total_loss: 6.131 loss_ce: 0.3271 loss_bbox: 0.1989 loss_giou: 0.3604 loss_ce_0: 0.5072 loss_bbox_0: 0.3558 loss_giou_0: 0.5655 loss_ce_1: 0.4169 loss_bbox_1: 0.2387 loss_giou_1: 0.416 loss_ce_2: 0.3566 loss_bbox_2: 0.2074 loss_giou_2: 0.378 loss_ce_3: 0.33 loss_bbox_3: 0.2022 loss_giou_3: 0.3697 loss_ce_4: 0.3271 loss_bbox_4: 0.2 loss_giou_4: 0.3653 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:38] d2.utils.events INFO: eta: 1 day, 2:54:27 iter: 106179 total_loss: 6.214 loss_ce: 0.3287 loss_bbox: 0.2196 loss_giou: 0.3679 loss_ce_0: 0.5309 loss_bbox_0: 0.3461 loss_giou_0: 0.5526 loss_ce_1: 0.4408 loss_bbox_1: 0.2487 loss_giou_1: 0.4207 loss_ce_2: 0.3636 loss_bbox_2: 0.2301 loss_giou_2: 0.3833 loss_ce_3: 0.3373 loss_bbox_3: 0.2229 loss_giou_3: 0.3764 loss_ce_4: 0.3373 loss_bbox_4: 0.2234 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:44] d2.utils.events INFO: eta: 1 day, 2:54:13 iter: 106199 total_loss: 6.355 loss_ce: 0.3542 loss_bbox: 0.1962 loss_giou: 0.3712 loss_ce_0: 0.5495 loss_bbox_0: 0.3338 loss_giou_0: 0.5565 loss_ce_1: 0.4421 loss_bbox_1: 0.2309 loss_giou_1: 0.4172 loss_ce_2: 0.4004 loss_bbox_2: 0.209 loss_giou_2: 0.386 loss_ce_3: 0.3603 loss_bbox_3: 0.2014 loss_giou_3: 0.3798 loss_ce_4: 0.3528 loss_bbox_4: 0.1992 loss_giou_4: 0.3709 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:50] d2.utils.events INFO: eta: 1 day, 2:54:37 iter: 106219 total_loss: 6.228 loss_ce: 0.3516 loss_bbox: 0.2185 loss_giou: 0.3427 loss_ce_0: 0.5459 loss_bbox_0: 0.359 loss_giou_0: 0.5367 loss_ce_1: 0.4485 loss_bbox_1: 0.2576 loss_giou_1: 0.3972 loss_ce_2: 0.3945 loss_bbox_2: 0.2261 loss_giou_2: 0.3555 loss_ce_3: 0.3523 loss_bbox_3: 0.2204 loss_giou_3: 0.3461 loss_ce_4: 0.3514 loss_bbox_4: 0.2153 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 21:51:55] d2.utils.events INFO: eta: 1 day, 2:53:53 iter: 106239 total_loss: 6.088 loss_ce: 0.322 loss_bbox: 0.1992 loss_giou: 0.3615 loss_ce_0: 0.5103 loss_bbox_0: 0.326 loss_giou_0: 0.5442 loss_ce_1: 0.4138 loss_bbox_1: 0.2327 loss_giou_1: 0.412 loss_ce_2: 0.3552 loss_bbox_2: 0.2141 loss_giou_2: 0.3779 loss_ce_3: 0.3339 loss_bbox_3: 0.206 loss_giou_3: 0.3662 loss_ce_4: 0.3181 loss_bbox_4: 0.2029 loss_giou_4: 0.3604 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:01] d2.utils.events INFO: eta: 1 day, 2:52:58 iter: 106259 total_loss: 6.182 loss_ce: 0.3075 loss_bbox: 0.1969 loss_giou: 0.3632 loss_ce_0: 0.516 loss_bbox_0: 0.3272 loss_giou_0: 0.562 loss_ce_1: 0.4114 loss_bbox_1: 0.228 loss_giou_1: 0.4135 loss_ce_2: 0.3366 loss_bbox_2: 0.2096 loss_giou_2: 0.379 loss_ce_3: 0.3148 loss_bbox_3: 0.2054 loss_giou_3: 0.3768 loss_ce_4: 0.3127 loss_bbox_4: 0.1993 loss_giou_4: 0.3711 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:06] d2.utils.events INFO: eta: 1 day, 2:51:31 iter: 106279 total_loss: 6.44 loss_ce: 0.3614 loss_bbox: 0.2209 loss_giou: 0.3574 loss_ce_0: 0.5467 loss_bbox_0: 0.3688 loss_giou_0: 0.5271 loss_ce_1: 0.4446 loss_bbox_1: 0.256 loss_giou_1: 0.4113 loss_ce_2: 0.3937 loss_bbox_2: 0.2385 loss_giou_2: 0.3744 loss_ce_3: 0.3641 loss_bbox_3: 0.2288 loss_giou_3: 0.3667 loss_ce_4: 0.3549 loss_bbox_4: 0.2241 loss_giou_4: 0.3599 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:12] d2.utils.events INFO: eta: 1 day, 2:52:38 iter: 106299 total_loss: 6.238 loss_ce: 0.339 loss_bbox: 0.1977 loss_giou: 0.3661 loss_ce_0: 0.5387 loss_bbox_0: 0.3412 loss_giou_0: 0.5797 loss_ce_1: 0.4413 loss_bbox_1: 0.2415 loss_giou_1: 0.4266 loss_ce_2: 0.3767 loss_bbox_2: 0.2092 loss_giou_2: 0.3863 loss_ce_3: 0.3421 loss_bbox_3: 0.2091 loss_giou_3: 0.3747 loss_ce_4: 0.3379 loss_bbox_4: 0.2051 loss_giou_4: 0.3704 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:18] d2.utils.events INFO: eta: 1 day, 2:51:55 iter: 106319 total_loss: 6.378 loss_ce: 0.3468 loss_bbox: 0.2252 loss_giou: 0.3657 loss_ce_0: 0.5434 loss_bbox_0: 0.3531 loss_giou_0: 0.5445 loss_ce_1: 0.4317 loss_bbox_1: 0.2572 loss_giou_1: 0.416 loss_ce_2: 0.3778 loss_bbox_2: 0.238 loss_giou_2: 0.3798 loss_ce_3: 0.3521 loss_bbox_3: 0.2249 loss_giou_3: 0.3713 loss_ce_4: 0.3431 loss_bbox_4: 0.2237 loss_giou_4: 0.3672 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:24] d2.utils.events INFO: eta: 1 day, 2:51:33 iter: 106339 total_loss: 5.886 loss_ce: 0.3237 loss_bbox: 0.2044 loss_giou: 0.3482 loss_ce_0: 0.5273 loss_bbox_0: 0.3242 loss_giou_0: 0.5648 loss_ce_1: 0.4331 loss_bbox_1: 0.2291 loss_giou_1: 0.3946 loss_ce_2: 0.3708 loss_bbox_2: 0.209 loss_giou_2: 0.3617 loss_ce_3: 0.324 loss_bbox_3: 0.2055 loss_giou_3: 0.3529 loss_ce_4: 0.32 loss_bbox_4: 0.2014 loss_giou_4: 0.3479 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:29] d2.utils.events INFO: eta: 1 day, 2:51:12 iter: 106359 total_loss: 6.18 loss_ce: 0.3312 loss_bbox: 0.2136 loss_giou: 0.3311 loss_ce_0: 0.5087 loss_bbox_0: 0.348 loss_giou_0: 0.5307 loss_ce_1: 0.4204 loss_bbox_1: 0.2536 loss_giou_1: 0.3824 loss_ce_2: 0.3603 loss_bbox_2: 0.2315 loss_giou_2: 0.353 loss_ce_3: 0.3342 loss_bbox_3: 0.2158 loss_giou_3: 0.3398 loss_ce_4: 0.333 loss_bbox_4: 0.2131 loss_giou_4: 0.3338 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:35] d2.utils.events INFO: eta: 1 day, 2:51:22 iter: 106379 total_loss: 6.561 loss_ce: 0.3499 loss_bbox: 0.2032 loss_giou: 0.3894 loss_ce_0: 0.5351 loss_bbox_0: 0.3502 loss_giou_0: 0.6077 loss_ce_1: 0.4496 loss_bbox_1: 0.248 loss_giou_1: 0.449 loss_ce_2: 0.3809 loss_bbox_2: 0.2173 loss_giou_2: 0.4088 loss_ce_3: 0.3546 loss_bbox_3: 0.203 loss_giou_3: 0.4031 loss_ce_4: 0.3503 loss_bbox_4: 0.2045 loss_giou_4: 0.3942 time: 0.2802 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:41] d2.utils.events INFO: eta: 1 day, 2:51:49 iter: 106399 total_loss: 6.399 loss_ce: 0.3529 loss_bbox: 0.2175 loss_giou: 0.362 loss_ce_0: 0.5279 loss_bbox_0: 0.3393 loss_giou_0: 0.5648 loss_ce_1: 0.4262 loss_bbox_1: 0.2407 loss_giou_1: 0.4169 loss_ce_2: 0.372 loss_bbox_2: 0.2225 loss_giou_2: 0.3753 loss_ce_3: 0.3493 loss_bbox_3: 0.2173 loss_giou_3: 0.3661 loss_ce_4: 0.3535 loss_bbox_4: 0.2093 loss_giou_4: 0.3659 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:46] d2.utils.events INFO: eta: 1 day, 2:52:05 iter: 106419 total_loss: 6.169 loss_ce: 0.3342 loss_bbox: 0.2011 loss_giou: 0.3558 loss_ce_0: 0.5149 loss_bbox_0: 0.3325 loss_giou_0: 0.5203 loss_ce_1: 0.4343 loss_bbox_1: 0.2403 loss_giou_1: 0.3933 loss_ce_2: 0.371 loss_bbox_2: 0.2125 loss_giou_2: 0.3686 loss_ce_3: 0.343 loss_bbox_3: 0.2066 loss_giou_3: 0.3587 loss_ce_4: 0.3426 loss_bbox_4: 0.2028 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:52] d2.utils.events INFO: eta: 1 day, 2:52:21 iter: 106439 total_loss: 5.969 loss_ce: 0.3387 loss_bbox: 0.202 loss_giou: 0.341 loss_ce_0: 0.5383 loss_bbox_0: 0.3354 loss_giou_0: 0.5225 loss_ce_1: 0.4393 loss_bbox_1: 0.2355 loss_giou_1: 0.379 loss_ce_2: 0.3815 loss_bbox_2: 0.2153 loss_giou_2: 0.3544 loss_ce_3: 0.3545 loss_bbox_3: 0.2066 loss_giou_3: 0.3429 loss_ce_4: 0.348 loss_bbox_4: 0.2022 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 21:52:58] d2.utils.events INFO: eta: 1 day, 2:52:39 iter: 106459 total_loss: 6.085 loss_ce: 0.3349 loss_bbox: 0.2063 loss_giou: 0.3511 loss_ce_0: 0.5092 loss_bbox_0: 0.3508 loss_giou_0: 0.5569 loss_ce_1: 0.4322 loss_bbox_1: 0.2268 loss_giou_1: 0.4001 loss_ce_2: 0.36 loss_bbox_2: 0.213 loss_giou_2: 0.3743 loss_ce_3: 0.3389 loss_bbox_3: 0.2003 loss_giou_3: 0.363 loss_ce_4: 0.3312 loss_bbox_4: 0.2051 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:04] d2.utils.events INFO: eta: 1 day, 2:52:09 iter: 106479 total_loss: 6.465 loss_ce: 0.363 loss_bbox: 0.2123 loss_giou: 0.3724 loss_ce_0: 0.5323 loss_bbox_0: 0.3514 loss_giou_0: 0.5617 loss_ce_1: 0.4531 loss_bbox_1: 0.2532 loss_giou_1: 0.4334 loss_ce_2: 0.3971 loss_bbox_2: 0.2272 loss_giou_2: 0.3961 loss_ce_3: 0.3713 loss_bbox_3: 0.217 loss_giou_3: 0.3823 loss_ce_4: 0.3669 loss_bbox_4: 0.2144 loss_giou_4: 0.3728 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:09] d2.utils.events INFO: eta: 1 day, 2:52:15 iter: 106499 total_loss: 6.293 loss_ce: 0.3425 loss_bbox: 0.1935 loss_giou: 0.36 loss_ce_0: 0.537 loss_bbox_0: 0.333 loss_giou_0: 0.526 loss_ce_1: 0.444 loss_bbox_1: 0.2272 loss_giou_1: 0.4058 loss_ce_2: 0.3779 loss_bbox_2: 0.206 loss_giou_2: 0.367 loss_ce_3: 0.3479 loss_bbox_3: 0.1978 loss_giou_3: 0.3659 loss_ce_4: 0.3432 loss_bbox_4: 0.1972 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:15] d2.utils.events INFO: eta: 1 day, 2:51:44 iter: 106519 total_loss: 5.92 loss_ce: 0.3218 loss_bbox: 0.2173 loss_giou: 0.3429 loss_ce_0: 0.5105 loss_bbox_0: 0.3384 loss_giou_0: 0.512 loss_ce_1: 0.4073 loss_bbox_1: 0.2444 loss_giou_1: 0.3883 loss_ce_2: 0.3524 loss_bbox_2: 0.2208 loss_giou_2: 0.3597 loss_ce_3: 0.3298 loss_bbox_3: 0.2196 loss_giou_3: 0.3503 loss_ce_4: 0.324 loss_bbox_4: 0.2186 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:21] d2.utils.events INFO: eta: 1 day, 2:51:00 iter: 106539 total_loss: 6.235 loss_ce: 0.3621 loss_bbox: 0.2009 loss_giou: 0.3544 loss_ce_0: 0.5454 loss_bbox_0: 0.3357 loss_giou_0: 0.5463 loss_ce_1: 0.4565 loss_bbox_1: 0.2346 loss_giou_1: 0.4057 loss_ce_2: 0.3853 loss_bbox_2: 0.2119 loss_giou_2: 0.3753 loss_ce_3: 0.3567 loss_bbox_3: 0.2041 loss_giou_3: 0.3613 loss_ce_4: 0.3563 loss_bbox_4: 0.2001 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:26] d2.utils.events INFO: eta: 1 day, 2:50:07 iter: 106559 total_loss: 6.141 loss_ce: 0.3395 loss_bbox: 0.1962 loss_giou: 0.3472 loss_ce_0: 0.5303 loss_bbox_0: 0.3262 loss_giou_0: 0.5456 loss_ce_1: 0.4333 loss_bbox_1: 0.2257 loss_giou_1: 0.4021 loss_ce_2: 0.3755 loss_bbox_2: 0.2074 loss_giou_2: 0.3643 loss_ce_3: 0.349 loss_bbox_3: 0.2025 loss_giou_3: 0.3478 loss_ce_4: 0.345 loss_bbox_4: 0.1953 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:32] d2.utils.events INFO: eta: 1 day, 2:50:02 iter: 106579 total_loss: 6.031 loss_ce: 0.3283 loss_bbox: 0.1963 loss_giou: 0.3509 loss_ce_0: 0.5266 loss_bbox_0: 0.3302 loss_giou_0: 0.5461 loss_ce_1: 0.4155 loss_bbox_1: 0.2305 loss_giou_1: 0.409 loss_ce_2: 0.3611 loss_bbox_2: 0.2113 loss_giou_2: 0.3736 loss_ce_3: 0.3419 loss_bbox_3: 0.2012 loss_giou_3: 0.3608 loss_ce_4: 0.3268 loss_bbox_4: 0.1968 loss_giou_4: 0.3599 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:38] d2.utils.events INFO: eta: 1 day, 2:50:43 iter: 106599 total_loss: 6.295 loss_ce: 0.3292 loss_bbox: 0.2211 loss_giou: 0.3697 loss_ce_0: 0.5188 loss_bbox_0: 0.3561 loss_giou_0: 0.5681 loss_ce_1: 0.4343 loss_bbox_1: 0.2532 loss_giou_1: 0.4239 loss_ce_2: 0.3756 loss_bbox_2: 0.2315 loss_giou_2: 0.3848 loss_ce_3: 0.3414 loss_bbox_3: 0.2179 loss_giou_3: 0.3794 loss_ce_4: 0.3331 loss_bbox_4: 0.2247 loss_giou_4: 0.3749 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:44] d2.utils.events INFO: eta: 1 day, 2:50:31 iter: 106619 total_loss: 6.17 loss_ce: 0.3193 loss_bbox: 0.2205 loss_giou: 0.3738 loss_ce_0: 0.5167 loss_bbox_0: 0.3498 loss_giou_0: 0.5724 loss_ce_1: 0.4322 loss_bbox_1: 0.2455 loss_giou_1: 0.4271 loss_ce_2: 0.3601 loss_bbox_2: 0.2248 loss_giou_2: 0.3862 loss_ce_3: 0.3355 loss_bbox_3: 0.224 loss_giou_3: 0.3802 loss_ce_4: 0.3175 loss_bbox_4: 0.2221 loss_giou_4: 0.3773 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:49] d2.utils.events INFO: eta: 1 day, 2:50:04 iter: 106639 total_loss: 6.012 loss_ce: 0.3262 loss_bbox: 0.211 loss_giou: 0.3542 loss_ce_0: 0.526 loss_bbox_0: 0.3323 loss_giou_0: 0.5476 loss_ce_1: 0.4289 loss_bbox_1: 0.2302 loss_giou_1: 0.4113 loss_ce_2: 0.3733 loss_bbox_2: 0.2197 loss_giou_2: 0.3759 loss_ce_3: 0.3301 loss_bbox_3: 0.2138 loss_giou_3: 0.3594 loss_ce_4: 0.324 loss_bbox_4: 0.2111 loss_giou_4: 0.3525 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 21:53:55] d2.utils.events INFO: eta: 1 day, 2:50:20 iter: 106659 total_loss: 5.987 loss_ce: 0.3369 loss_bbox: 0.2168 loss_giou: 0.3473 loss_ce_0: 0.5483 loss_bbox_0: 0.3386 loss_giou_0: 0.5482 loss_ce_1: 0.4401 loss_bbox_1: 0.24 loss_giou_1: 0.395 loss_ce_2: 0.3715 loss_bbox_2: 0.2163 loss_giou_2: 0.3674 loss_ce_3: 0.3425 loss_bbox_3: 0.2161 loss_giou_3: 0.3506 loss_ce_4: 0.3305 loss_bbox_4: 0.2155 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:01] d2.utils.events INFO: eta: 1 day, 2:50:14 iter: 106679 total_loss: 6.186 loss_ce: 0.3284 loss_bbox: 0.1969 loss_giou: 0.3787 loss_ce_0: 0.5423 loss_bbox_0: 0.3346 loss_giou_0: 0.5651 loss_ce_1: 0.4297 loss_bbox_1: 0.2302 loss_giou_1: 0.435 loss_ce_2: 0.3649 loss_bbox_2: 0.2059 loss_giou_2: 0.3969 loss_ce_3: 0.3326 loss_bbox_3: 0.2026 loss_giou_3: 0.3852 loss_ce_4: 0.3244 loss_bbox_4: 0.2011 loss_giou_4: 0.3795 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:07] d2.utils.events INFO: eta: 1 day, 2:50:50 iter: 106699 total_loss: 6.472 loss_ce: 0.3402 loss_bbox: 0.2155 loss_giou: 0.3666 loss_ce_0: 0.5284 loss_bbox_0: 0.3482 loss_giou_0: 0.5545 loss_ce_1: 0.4304 loss_bbox_1: 0.2577 loss_giou_1: 0.4341 loss_ce_2: 0.3815 loss_bbox_2: 0.2317 loss_giou_2: 0.389 loss_ce_3: 0.3549 loss_bbox_3: 0.2213 loss_giou_3: 0.3759 loss_ce_4: 0.3414 loss_bbox_4: 0.2168 loss_giou_4: 0.3716 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:12] d2.utils.events INFO: eta: 1 day, 2:51:02 iter: 106719 total_loss: 6.109 loss_ce: 0.3291 loss_bbox: 0.1885 loss_giou: 0.3448 loss_ce_0: 0.5244 loss_bbox_0: 0.3342 loss_giou_0: 0.546 loss_ce_1: 0.4344 loss_bbox_1: 0.2191 loss_giou_1: 0.3967 loss_ce_2: 0.3584 loss_bbox_2: 0.1968 loss_giou_2: 0.3589 loss_ce_3: 0.3367 loss_bbox_3: 0.1893 loss_giou_3: 0.3482 loss_ce_4: 0.3321 loss_bbox_4: 0.1906 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:18] d2.utils.events INFO: eta: 1 day, 2:50:32 iter: 106739 total_loss: 6.277 loss_ce: 0.3528 loss_bbox: 0.2166 loss_giou: 0.3531 loss_ce_0: 0.5323 loss_bbox_0: 0.344 loss_giou_0: 0.5552 loss_ce_1: 0.4359 loss_bbox_1: 0.2476 loss_giou_1: 0.4199 loss_ce_2: 0.3881 loss_bbox_2: 0.2345 loss_giou_2: 0.3813 loss_ce_3: 0.3617 loss_bbox_3: 0.2222 loss_giou_3: 0.3642 loss_ce_4: 0.357 loss_bbox_4: 0.2159 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:24] d2.utils.events INFO: eta: 1 day, 2:50:13 iter: 106759 total_loss: 6.115 loss_ce: 0.3318 loss_bbox: 0.1938 loss_giou: 0.3544 loss_ce_0: 0.5033 loss_bbox_0: 0.3402 loss_giou_0: 0.5381 loss_ce_1: 0.4202 loss_bbox_1: 0.2301 loss_giou_1: 0.4013 loss_ce_2: 0.3652 loss_bbox_2: 0.2024 loss_giou_2: 0.3681 loss_ce_3: 0.3439 loss_bbox_3: 0.1958 loss_giou_3: 0.3568 loss_ce_4: 0.3302 loss_bbox_4: 0.1938 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:30] d2.utils.events INFO: eta: 1 day, 2:50:28 iter: 106779 total_loss: 6.326 loss_ce: 0.3168 loss_bbox: 0.209 loss_giou: 0.3659 loss_ce_0: 0.5291 loss_bbox_0: 0.353 loss_giou_0: 0.5652 loss_ce_1: 0.42 loss_bbox_1: 0.2437 loss_giou_1: 0.4303 loss_ce_2: 0.3564 loss_bbox_2: 0.2246 loss_giou_2: 0.3895 loss_ce_3: 0.3269 loss_bbox_3: 0.2148 loss_giou_3: 0.3725 loss_ce_4: 0.324 loss_bbox_4: 0.2087 loss_giou_4: 0.3672 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:35] d2.utils.events INFO: eta: 1 day, 2:50:26 iter: 106799 total_loss: 6.454 loss_ce: 0.3534 loss_bbox: 0.2032 loss_giou: 0.3571 loss_ce_0: 0.5503 loss_bbox_0: 0.3487 loss_giou_0: 0.5432 loss_ce_1: 0.4575 loss_bbox_1: 0.2301 loss_giou_1: 0.4113 loss_ce_2: 0.3867 loss_bbox_2: 0.212 loss_giou_2: 0.3774 loss_ce_3: 0.3623 loss_bbox_3: 0.211 loss_giou_3: 0.3628 loss_ce_4: 0.3546 loss_bbox_4: 0.2078 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:41] d2.utils.events INFO: eta: 1 day, 2:49:41 iter: 106819 total_loss: 6.053 loss_ce: 0.3225 loss_bbox: 0.1961 loss_giou: 0.3407 loss_ce_0: 0.5149 loss_bbox_0: 0.3344 loss_giou_0: 0.5284 loss_ce_1: 0.4166 loss_bbox_1: 0.2265 loss_giou_1: 0.3874 loss_ce_2: 0.3685 loss_bbox_2: 0.2119 loss_giou_2: 0.3638 loss_ce_3: 0.3357 loss_bbox_3: 0.2017 loss_giou_3: 0.3499 loss_ce_4: 0.3214 loss_bbox_4: 0.1984 loss_giou_4: 0.3417 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:47] d2.utils.events INFO: eta: 1 day, 2:49:08 iter: 106839 total_loss: 6.313 loss_ce: 0.3633 loss_bbox: 0.204 loss_giou: 0.3678 loss_ce_0: 0.5471 loss_bbox_0: 0.35 loss_giou_0: 0.5684 loss_ce_1: 0.4447 loss_bbox_1: 0.2447 loss_giou_1: 0.4122 loss_ce_2: 0.3881 loss_bbox_2: 0.2198 loss_giou_2: 0.3786 loss_ce_3: 0.3702 loss_bbox_3: 0.2137 loss_giou_3: 0.3771 loss_ce_4: 0.3657 loss_bbox_4: 0.2083 loss_giou_4: 0.3762 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:52] d2.utils.events INFO: eta: 1 day, 2:48:31 iter: 106859 total_loss: 6.477 loss_ce: 0.3748 loss_bbox: 0.2381 loss_giou: 0.3562 loss_ce_0: 0.5653 loss_bbox_0: 0.3679 loss_giou_0: 0.5335 loss_ce_1: 0.4394 loss_bbox_1: 0.272 loss_giou_1: 0.4129 loss_ce_2: 0.4104 loss_bbox_2: 0.2415 loss_giou_2: 0.3774 loss_ce_3: 0.3791 loss_bbox_3: 0.2378 loss_giou_3: 0.3628 loss_ce_4: 0.3738 loss_bbox_4: 0.241 loss_giou_4: 0.3574 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:54:58] d2.utils.events INFO: eta: 1 day, 2:48:34 iter: 106879 total_loss: 5.977 loss_ce: 0.3155 loss_bbox: 0.2153 loss_giou: 0.3392 loss_ce_0: 0.5079 loss_bbox_0: 0.327 loss_giou_0: 0.5199 loss_ce_1: 0.3982 loss_bbox_1: 0.2358 loss_giou_1: 0.3848 loss_ce_2: 0.3591 loss_bbox_2: 0.2246 loss_giou_2: 0.3541 loss_ce_3: 0.3192 loss_bbox_3: 0.2218 loss_giou_3: 0.3479 loss_ce_4: 0.3092 loss_bbox_4: 0.22 loss_giou_4: 0.3422 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:04] d2.utils.events INFO: eta: 1 day, 2:48:39 iter: 106899 total_loss: 6.212 loss_ce: 0.3453 loss_bbox: 0.212 loss_giou: 0.3592 loss_ce_0: 0.5367 loss_bbox_0: 0.3532 loss_giou_0: 0.5496 loss_ce_1: 0.4456 loss_bbox_1: 0.2454 loss_giou_1: 0.4094 loss_ce_2: 0.3783 loss_bbox_2: 0.2275 loss_giou_2: 0.3792 loss_ce_3: 0.3533 loss_bbox_3: 0.2182 loss_giou_3: 0.3657 loss_ce_4: 0.3426 loss_bbox_4: 0.2154 loss_giou_4: 0.3663 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:09] d2.utils.events INFO: eta: 1 day, 2:48:45 iter: 106919 total_loss: 6.384 loss_ce: 0.3433 loss_bbox: 0.2089 loss_giou: 0.3843 loss_ce_0: 0.5332 loss_bbox_0: 0.3411 loss_giou_0: 0.5725 loss_ce_1: 0.4406 loss_bbox_1: 0.2471 loss_giou_1: 0.4324 loss_ce_2: 0.3625 loss_bbox_2: 0.2244 loss_giou_2: 0.4034 loss_ce_3: 0.3392 loss_bbox_3: 0.2118 loss_giou_3: 0.39 loss_ce_4: 0.343 loss_bbox_4: 0.2114 loss_giou_4: 0.3875 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:15] d2.utils.events INFO: eta: 1 day, 2:48:24 iter: 106939 total_loss: 5.994 loss_ce: 0.3103 loss_bbox: 0.1991 loss_giou: 0.3587 loss_ce_0: 0.5161 loss_bbox_0: 0.3376 loss_giou_0: 0.5519 loss_ce_1: 0.4161 loss_bbox_1: 0.2334 loss_giou_1: 0.4006 loss_ce_2: 0.3563 loss_bbox_2: 0.2061 loss_giou_2: 0.3692 loss_ce_3: 0.3203 loss_bbox_3: 0.2047 loss_giou_3: 0.358 loss_ce_4: 0.3117 loss_bbox_4: 0.1995 loss_giou_4: 0.354 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:21] d2.utils.events INFO: eta: 1 day, 2:48:18 iter: 106959 total_loss: 5.888 loss_ce: 0.3123 loss_bbox: 0.1976 loss_giou: 0.3312 loss_ce_0: 0.5112 loss_bbox_0: 0.3192 loss_giou_0: 0.4967 loss_ce_1: 0.4124 loss_bbox_1: 0.229 loss_giou_1: 0.3865 loss_ce_2: 0.3475 loss_bbox_2: 0.2062 loss_giou_2: 0.3507 loss_ce_3: 0.3253 loss_bbox_3: 0.2006 loss_giou_3: 0.334 loss_ce_4: 0.3128 loss_bbox_4: 0.1967 loss_giou_4: 0.3299 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:27] d2.utils.events INFO: eta: 1 day, 2:48:01 iter: 106979 total_loss: 6.159 loss_ce: 0.3399 loss_bbox: 0.1963 loss_giou: 0.3758 loss_ce_0: 0.5079 loss_bbox_0: 0.3323 loss_giou_0: 0.5683 loss_ce_1: 0.4338 loss_bbox_1: 0.2214 loss_giou_1: 0.4325 loss_ce_2: 0.3602 loss_bbox_2: 0.2031 loss_giou_2: 0.3931 loss_ce_3: 0.3369 loss_bbox_3: 0.1993 loss_giou_3: 0.3862 loss_ce_4: 0.331 loss_bbox_4: 0.1981 loss_giou_4: 0.3794 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:32] d2.utils.events INFO: eta: 1 day, 2:48:01 iter: 106999 total_loss: 6.08 loss_ce: 0.324 loss_bbox: 0.2103 loss_giou: 0.3506 loss_ce_0: 0.5221 loss_bbox_0: 0.341 loss_giou_0: 0.5487 loss_ce_1: 0.4095 loss_bbox_1: 0.2411 loss_giou_1: 0.4048 loss_ce_2: 0.3475 loss_bbox_2: 0.2232 loss_giou_2: 0.3708 loss_ce_3: 0.3223 loss_bbox_3: 0.2168 loss_giou_3: 0.3581 loss_ce_4: 0.3232 loss_bbox_4: 0.2131 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:38] d2.utils.events INFO: eta: 1 day, 2:48:35 iter: 107019 total_loss: 6.162 loss_ce: 0.3282 loss_bbox: 0.1915 loss_giou: 0.3497 loss_ce_0: 0.5288 loss_bbox_0: 0.3311 loss_giou_0: 0.542 loss_ce_1: 0.4286 loss_bbox_1: 0.2373 loss_giou_1: 0.3994 loss_ce_2: 0.364 loss_bbox_2: 0.2074 loss_giou_2: 0.3701 loss_ce_3: 0.3347 loss_bbox_3: 0.1969 loss_giou_3: 0.356 loss_ce_4: 0.3246 loss_bbox_4: 0.1909 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:44] d2.utils.events INFO: eta: 1 day, 2:49:10 iter: 107039 total_loss: 5.926 loss_ce: 0.3251 loss_bbox: 0.2017 loss_giou: 0.3355 loss_ce_0: 0.516 loss_bbox_0: 0.3444 loss_giou_0: 0.5428 loss_ce_1: 0.4321 loss_bbox_1: 0.245 loss_giou_1: 0.3827 loss_ce_2: 0.3579 loss_bbox_2: 0.2127 loss_giou_2: 0.3562 loss_ce_3: 0.3448 loss_bbox_3: 0.2024 loss_giou_3: 0.3468 loss_ce_4: 0.3248 loss_bbox_4: 0.1955 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:49] d2.utils.events INFO: eta: 1 day, 2:49:01 iter: 107059 total_loss: 6.241 loss_ce: 0.3468 loss_bbox: 0.2096 loss_giou: 0.3354 loss_ce_0: 0.5485 loss_bbox_0: 0.3639 loss_giou_0: 0.5355 loss_ce_1: 0.4392 loss_bbox_1: 0.2534 loss_giou_1: 0.3876 loss_ce_2: 0.3728 loss_bbox_2: 0.2285 loss_giou_2: 0.356 loss_ce_3: 0.3547 loss_bbox_3: 0.2225 loss_giou_3: 0.3378 loss_ce_4: 0.3464 loss_bbox_4: 0.2053 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 21:55:55] d2.utils.events INFO: eta: 1 day, 2:48:58 iter: 107079 total_loss: 6.01 loss_ce: 0.3291 loss_bbox: 0.2097 loss_giou: 0.3526 loss_ce_0: 0.5319 loss_bbox_0: 0.3446 loss_giou_0: 0.5377 loss_ce_1: 0.427 loss_bbox_1: 0.2327 loss_giou_1: 0.4046 loss_ce_2: 0.3599 loss_bbox_2: 0.2171 loss_giou_2: 0.368 loss_ce_3: 0.3339 loss_bbox_3: 0.2128 loss_giou_3: 0.3593 loss_ce_4: 0.3273 loss_bbox_4: 0.2096 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:01] d2.utils.events INFO: eta: 1 day, 2:48:43 iter: 107099 total_loss: 6.049 loss_ce: 0.3279 loss_bbox: 0.2035 loss_giou: 0.3442 loss_ce_0: 0.5279 loss_bbox_0: 0.338 loss_giou_0: 0.5225 loss_ce_1: 0.4127 loss_bbox_1: 0.2369 loss_giou_1: 0.3929 loss_ce_2: 0.3642 loss_bbox_2: 0.2151 loss_giou_2: 0.3691 loss_ce_3: 0.3294 loss_bbox_3: 0.2063 loss_giou_3: 0.3528 loss_ce_4: 0.3238 loss_bbox_4: 0.205 loss_giou_4: 0.346 time: 0.2802 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:06] d2.utils.events INFO: eta: 1 day, 2:48:27 iter: 107119 total_loss: 6.096 loss_ce: 0.3352 loss_bbox: 0.2006 loss_giou: 0.3424 loss_ce_0: 0.5387 loss_bbox_0: 0.3382 loss_giou_0: 0.5283 loss_ce_1: 0.4304 loss_bbox_1: 0.2373 loss_giou_1: 0.3929 loss_ce_2: 0.3716 loss_bbox_2: 0.214 loss_giou_2: 0.3546 loss_ce_3: 0.3488 loss_bbox_3: 0.2111 loss_giou_3: 0.3457 loss_ce_4: 0.3391 loss_bbox_4: 0.2032 loss_giou_4: 0.3426 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:12] d2.utils.events INFO: eta: 1 day, 2:47:44 iter: 107139 total_loss: 6.709 loss_ce: 0.3391 loss_bbox: 0.2275 loss_giou: 0.3821 loss_ce_0: 0.5527 loss_bbox_0: 0.3772 loss_giou_0: 0.5777 loss_ce_1: 0.4468 loss_bbox_1: 0.2616 loss_giou_1: 0.4389 loss_ce_2: 0.3736 loss_bbox_2: 0.2469 loss_giou_2: 0.4067 loss_ce_3: 0.3515 loss_bbox_3: 0.2346 loss_giou_3: 0.3869 loss_ce_4: 0.3396 loss_bbox_4: 0.2276 loss_giou_4: 0.3889 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:18] d2.utils.events INFO: eta: 1 day, 2:48:15 iter: 107159 total_loss: 6.046 loss_ce: 0.3265 loss_bbox: 0.2025 loss_giou: 0.369 loss_ce_0: 0.5248 loss_bbox_0: 0.3254 loss_giou_0: 0.552 loss_ce_1: 0.4235 loss_bbox_1: 0.2228 loss_giou_1: 0.4242 loss_ce_2: 0.3646 loss_bbox_2: 0.2173 loss_giou_2: 0.384 loss_ce_3: 0.3247 loss_bbox_3: 0.2061 loss_giou_3: 0.3752 loss_ce_4: 0.3155 loss_bbox_4: 0.202 loss_giou_4: 0.3723 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:24] d2.utils.events INFO: eta: 1 day, 2:48:11 iter: 107179 total_loss: 6.187 loss_ce: 0.3418 loss_bbox: 0.1909 loss_giou: 0.3602 loss_ce_0: 0.543 loss_bbox_0: 0.3401 loss_giou_0: 0.5635 loss_ce_1: 0.4403 loss_bbox_1: 0.2357 loss_giou_1: 0.4142 loss_ce_2: 0.3742 loss_bbox_2: 0.2099 loss_giou_2: 0.3834 loss_ce_3: 0.3563 loss_bbox_3: 0.195 loss_giou_3: 0.3656 loss_ce_4: 0.3412 loss_bbox_4: 0.19 loss_giou_4: 0.3577 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:29] d2.utils.events INFO: eta: 1 day, 2:48:01 iter: 107199 total_loss: 6.109 loss_ce: 0.3296 loss_bbox: 0.1984 loss_giou: 0.3448 loss_ce_0: 0.5435 loss_bbox_0: 0.3241 loss_giou_0: 0.5354 loss_ce_1: 0.4234 loss_bbox_1: 0.2271 loss_giou_1: 0.4047 loss_ce_2: 0.3676 loss_bbox_2: 0.2119 loss_giou_2: 0.359 loss_ce_3: 0.3333 loss_bbox_3: 0.2122 loss_giou_3: 0.3527 loss_ce_4: 0.3299 loss_bbox_4: 0.2011 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:35] d2.utils.events INFO: eta: 1 day, 2:47:22 iter: 107219 total_loss: 6.308 loss_ce: 0.3286 loss_bbox: 0.2061 loss_giou: 0.3576 loss_ce_0: 0.5455 loss_bbox_0: 0.3568 loss_giou_0: 0.5415 loss_ce_1: 0.4502 loss_bbox_1: 0.24 loss_giou_1: 0.4193 loss_ce_2: 0.3775 loss_bbox_2: 0.2214 loss_giou_2: 0.3818 loss_ce_3: 0.3374 loss_bbox_3: 0.2107 loss_giou_3: 0.3679 loss_ce_4: 0.3253 loss_bbox_4: 0.2038 loss_giou_4: 0.3584 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:41] d2.utils.events INFO: eta: 1 day, 2:47:54 iter: 107239 total_loss: 6.08 loss_ce: 0.3251 loss_bbox: 0.2103 loss_giou: 0.3444 loss_ce_0: 0.5027 loss_bbox_0: 0.362 loss_giou_0: 0.5246 loss_ce_1: 0.4269 loss_bbox_1: 0.249 loss_giou_1: 0.3989 loss_ce_2: 0.3705 loss_bbox_2: 0.2205 loss_giou_2: 0.3639 loss_ce_3: 0.3377 loss_bbox_3: 0.2119 loss_giou_3: 0.3565 loss_ce_4: 0.3294 loss_bbox_4: 0.2128 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:46] d2.utils.events INFO: eta: 1 day, 2:48:12 iter: 107259 total_loss: 6.279 loss_ce: 0.358 loss_bbox: 0.2085 loss_giou: 0.3601 loss_ce_0: 0.5485 loss_bbox_0: 0.346 loss_giou_0: 0.5595 loss_ce_1: 0.4467 loss_bbox_1: 0.242 loss_giou_1: 0.4047 loss_ce_2: 0.4009 loss_bbox_2: 0.2261 loss_giou_2: 0.3812 loss_ce_3: 0.3646 loss_bbox_3: 0.2162 loss_giou_3: 0.3664 loss_ce_4: 0.3544 loss_bbox_4: 0.2127 loss_giou_4: 0.3612 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:52] d2.utils.events INFO: eta: 1 day, 2:48:10 iter: 107279 total_loss: 6.268 loss_ce: 0.3415 loss_bbox: 0.2028 loss_giou: 0.3444 loss_ce_0: 0.5224 loss_bbox_0: 0.3508 loss_giou_0: 0.5541 loss_ce_1: 0.4289 loss_bbox_1: 0.2399 loss_giou_1: 0.3952 loss_ce_2: 0.3768 loss_bbox_2: 0.2161 loss_giou_2: 0.3621 loss_ce_3: 0.3464 loss_bbox_3: 0.2065 loss_giou_3: 0.3579 loss_ce_4: 0.3503 loss_bbox_4: 0.2043 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 21:56:58] d2.utils.events INFO: eta: 1 day, 2:47:56 iter: 107299 total_loss: 5.964 loss_ce: 0.3195 loss_bbox: 0.1955 loss_giou: 0.3579 loss_ce_0: 0.5236 loss_bbox_0: 0.3252 loss_giou_0: 0.5342 loss_ce_1: 0.4298 loss_bbox_1: 0.2259 loss_giou_1: 0.4077 loss_ce_2: 0.3569 loss_bbox_2: 0.2077 loss_giou_2: 0.3778 loss_ce_3: 0.3302 loss_bbox_3: 0.1995 loss_giou_3: 0.3624 loss_ce_4: 0.3174 loss_bbox_4: 0.1969 loss_giou_4: 0.3631 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:03] d2.utils.events INFO: eta: 1 day, 2:47:51 iter: 107319 total_loss: 6.115 loss_ce: 0.3213 loss_bbox: 0.2015 loss_giou: 0.3538 loss_ce_0: 0.5261 loss_bbox_0: 0.3232 loss_giou_0: 0.5324 loss_ce_1: 0.4129 loss_bbox_1: 0.2285 loss_giou_1: 0.4045 loss_ce_2: 0.3603 loss_bbox_2: 0.2095 loss_giou_2: 0.3771 loss_ce_3: 0.3291 loss_bbox_3: 0.2017 loss_giou_3: 0.3682 loss_ce_4: 0.324 loss_bbox_4: 0.199 loss_giou_4: 0.3646 time: 0.2802 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:09] d2.utils.events INFO: eta: 1 day, 2:47:55 iter: 107339 total_loss: 6.581 loss_ce: 0.366 loss_bbox: 0.2165 loss_giou: 0.3724 loss_ce_0: 0.5505 loss_bbox_0: 0.364 loss_giou_0: 0.5658 loss_ce_1: 0.4625 loss_bbox_1: 0.2598 loss_giou_1: 0.4171 loss_ce_2: 0.3991 loss_bbox_2: 0.2301 loss_giou_2: 0.3925 loss_ce_3: 0.3774 loss_bbox_3: 0.2217 loss_giou_3: 0.3821 loss_ce_4: 0.3741 loss_bbox_4: 0.2194 loss_giou_4: 0.3749 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:15] d2.utils.events INFO: eta: 1 day, 2:47:50 iter: 107359 total_loss: 5.898 loss_ce: 0.3282 loss_bbox: 0.2066 loss_giou: 0.3542 loss_ce_0: 0.5246 loss_bbox_0: 0.3563 loss_giou_0: 0.5399 loss_ce_1: 0.4325 loss_bbox_1: 0.2338 loss_giou_1: 0.4058 loss_ce_2: 0.3624 loss_bbox_2: 0.2158 loss_giou_2: 0.3703 loss_ce_3: 0.3307 loss_bbox_3: 0.2124 loss_giou_3: 0.3525 loss_ce_4: 0.3277 loss_bbox_4: 0.2046 loss_giou_4: 0.3523 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:21] d2.utils.events INFO: eta: 1 day, 2:47:44 iter: 107379 total_loss: 6.28 loss_ce: 0.3488 loss_bbox: 0.2099 loss_giou: 0.3452 loss_ce_0: 0.5408 loss_bbox_0: 0.3422 loss_giou_0: 0.5106 loss_ce_1: 0.4355 loss_bbox_1: 0.2361 loss_giou_1: 0.3864 loss_ce_2: 0.388 loss_bbox_2: 0.2196 loss_giou_2: 0.3613 loss_ce_3: 0.3607 loss_bbox_3: 0.2092 loss_giou_3: 0.35 loss_ce_4: 0.3528 loss_bbox_4: 0.2118 loss_giou_4: 0.3501 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:26] d2.utils.events INFO: eta: 1 day, 2:47:17 iter: 107399 total_loss: 6.317 loss_ce: 0.357 loss_bbox: 0.1992 loss_giou: 0.367 loss_ce_0: 0.5565 loss_bbox_0: 0.3433 loss_giou_0: 0.5564 loss_ce_1: 0.4536 loss_bbox_1: 0.2365 loss_giou_1: 0.4152 loss_ce_2: 0.4029 loss_bbox_2: 0.2102 loss_giou_2: 0.3802 loss_ce_3: 0.3748 loss_bbox_3: 0.2074 loss_giou_3: 0.3753 loss_ce_4: 0.3545 loss_bbox_4: 0.2031 loss_giou_4: 0.3675 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:32] d2.utils.events INFO: eta: 1 day, 2:46:45 iter: 107419 total_loss: 6.398 loss_ce: 0.3686 loss_bbox: 0.2123 loss_giou: 0.3561 loss_ce_0: 0.558 loss_bbox_0: 0.3525 loss_giou_0: 0.5514 loss_ce_1: 0.4613 loss_bbox_1: 0.2422 loss_giou_1: 0.3982 loss_ce_2: 0.4075 loss_bbox_2: 0.2233 loss_giou_2: 0.3703 loss_ce_3: 0.3782 loss_bbox_3: 0.217 loss_giou_3: 0.3596 loss_ce_4: 0.3682 loss_bbox_4: 0.2143 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:37] d2.utils.events INFO: eta: 1 day, 2:46:07 iter: 107439 total_loss: 6.062 loss_ce: 0.3269 loss_bbox: 0.209 loss_giou: 0.3292 loss_ce_0: 0.5442 loss_bbox_0: 0.3561 loss_giou_0: 0.5155 loss_ce_1: 0.4344 loss_bbox_1: 0.2468 loss_giou_1: 0.3855 loss_ce_2: 0.3647 loss_bbox_2: 0.2221 loss_giou_2: 0.3495 loss_ce_3: 0.3363 loss_bbox_3: 0.2127 loss_giou_3: 0.3406 loss_ce_4: 0.3296 loss_bbox_4: 0.2112 loss_giou_4: 0.3322 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:43] d2.utils.events INFO: eta: 1 day, 2:46:02 iter: 107459 total_loss: 6.674 loss_ce: 0.3543 loss_bbox: 0.2269 loss_giou: 0.3808 loss_ce_0: 0.54 loss_bbox_0: 0.3456 loss_giou_0: 0.5905 loss_ce_1: 0.4439 loss_bbox_1: 0.253 loss_giou_1: 0.4471 loss_ce_2: 0.3912 loss_bbox_2: 0.2394 loss_giou_2: 0.41 loss_ce_3: 0.3645 loss_bbox_3: 0.2287 loss_giou_3: 0.3954 loss_ce_4: 0.3549 loss_bbox_4: 0.2259 loss_giou_4: 0.386 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:49] d2.utils.events INFO: eta: 1 day, 2:46:11 iter: 107479 total_loss: 6.33 loss_ce: 0.3371 loss_bbox: 0.2058 loss_giou: 0.3619 loss_ce_0: 0.5425 loss_bbox_0: 0.3594 loss_giou_0: 0.5685 loss_ce_1: 0.4399 loss_bbox_1: 0.2394 loss_giou_1: 0.41 loss_ce_2: 0.3839 loss_bbox_2: 0.2122 loss_giou_2: 0.3807 loss_ce_3: 0.3499 loss_bbox_3: 0.2062 loss_giou_3: 0.3668 loss_ce_4: 0.3391 loss_bbox_4: 0.2099 loss_giou_4: 0.3607 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 21:57:55] d2.utils.events INFO: eta: 1 day, 2:45:44 iter: 107499 total_loss: 6.007 loss_ce: 0.3117 loss_bbox: 0.1954 loss_giou: 0.3365 loss_ce_0: 0.5195 loss_bbox_0: 0.3242 loss_giou_0: 0.5273 loss_ce_1: 0.4345 loss_bbox_1: 0.2289 loss_giou_1: 0.3914 loss_ce_2: 0.3638 loss_bbox_2: 0.211 loss_giou_2: 0.3562 loss_ce_3: 0.3287 loss_bbox_3: 0.1978 loss_giou_3: 0.3453 loss_ce_4: 0.3171 loss_bbox_4: 0.1978 loss_giou_4: 0.3432 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:00] d2.utils.events INFO: eta: 1 day, 2:45:45 iter: 107519 total_loss: 6.24 loss_ce: 0.3457 loss_bbox: 0.1997 loss_giou: 0.3502 loss_ce_0: 0.5252 loss_bbox_0: 0.3457 loss_giou_0: 0.5291 loss_ce_1: 0.4301 loss_bbox_1: 0.2323 loss_giou_1: 0.4026 loss_ce_2: 0.3819 loss_bbox_2: 0.2135 loss_giou_2: 0.3718 loss_ce_3: 0.3584 loss_bbox_3: 0.2031 loss_giou_3: 0.3545 loss_ce_4: 0.3577 loss_bbox_4: 0.2015 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:06] d2.utils.events INFO: eta: 1 day, 2:46:11 iter: 107539 total_loss: 6.612 loss_ce: 0.3532 loss_bbox: 0.2136 loss_giou: 0.3889 loss_ce_0: 0.5427 loss_bbox_0: 0.3434 loss_giou_0: 0.6136 loss_ce_1: 0.4371 loss_bbox_1: 0.2527 loss_giou_1: 0.4672 loss_ce_2: 0.3847 loss_bbox_2: 0.2234 loss_giou_2: 0.4184 loss_ce_3: 0.3689 loss_bbox_3: 0.2192 loss_giou_3: 0.4008 loss_ce_4: 0.3601 loss_bbox_4: 0.2114 loss_giou_4: 0.393 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:12] d2.utils.events INFO: eta: 1 day, 2:46:15 iter: 107559 total_loss: 6.531 loss_ce: 0.3594 loss_bbox: 0.2246 loss_giou: 0.3525 loss_ce_0: 0.5634 loss_bbox_0: 0.355 loss_giou_0: 0.5484 loss_ce_1: 0.4534 loss_bbox_1: 0.2492 loss_giou_1: 0.402 loss_ce_2: 0.3944 loss_bbox_2: 0.2283 loss_giou_2: 0.3643 loss_ce_3: 0.3702 loss_bbox_3: 0.2288 loss_giou_3: 0.3577 loss_ce_4: 0.3556 loss_bbox_4: 0.2292 loss_giou_4: 0.3552 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:17] d2.utils.events INFO: eta: 1 day, 2:46:00 iter: 107579 total_loss: 6.026 loss_ce: 0.3405 loss_bbox: 0.2012 loss_giou: 0.353 loss_ce_0: 0.529 loss_bbox_0: 0.3335 loss_giou_0: 0.5335 loss_ce_1: 0.4432 loss_bbox_1: 0.2241 loss_giou_1: 0.4034 loss_ce_2: 0.3762 loss_bbox_2: 0.2086 loss_giou_2: 0.366 loss_ce_3: 0.3521 loss_bbox_3: 0.1953 loss_giou_3: 0.3639 loss_ce_4: 0.3415 loss_bbox_4: 0.1978 loss_giou_4: 0.3532 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:23] d2.utils.events INFO: eta: 1 day, 2:45:34 iter: 107599 total_loss: 6.055 loss_ce: 0.3261 loss_bbox: 0.2162 loss_giou: 0.3493 loss_ce_0: 0.5328 loss_bbox_0: 0.352 loss_giou_0: 0.5378 loss_ce_1: 0.4305 loss_bbox_1: 0.2467 loss_giou_1: 0.3975 loss_ce_2: 0.3662 loss_bbox_2: 0.2291 loss_giou_2: 0.3653 loss_ce_3: 0.3325 loss_bbox_3: 0.2181 loss_giou_3: 0.3596 loss_ce_4: 0.3251 loss_bbox_4: 0.2167 loss_giou_4: 0.3508 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:29] d2.utils.events INFO: eta: 1 day, 2:46:01 iter: 107619 total_loss: 6.529 loss_ce: 0.36 loss_bbox: 0.2083 loss_giou: 0.3811 loss_ce_0: 0.5465 loss_bbox_0: 0.3476 loss_giou_0: 0.5724 loss_ce_1: 0.4343 loss_bbox_1: 0.2545 loss_giou_1: 0.4335 loss_ce_2: 0.3961 loss_bbox_2: 0.2275 loss_giou_2: 0.4002 loss_ce_3: 0.3687 loss_bbox_3: 0.2191 loss_giou_3: 0.3867 loss_ce_4: 0.366 loss_bbox_4: 0.2102 loss_giou_4: 0.3864 time: 0.2803 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:35] d2.utils.events INFO: eta: 1 day, 2:46:02 iter: 107639 total_loss: 6.453 loss_ce: 0.361 loss_bbox: 0.1989 loss_giou: 0.3757 loss_ce_0: 0.5369 loss_bbox_0: 0.3683 loss_giou_0: 0.5615 loss_ce_1: 0.4481 loss_bbox_1: 0.2442 loss_giou_1: 0.4125 loss_ce_2: 0.392 loss_bbox_2: 0.2156 loss_giou_2: 0.391 loss_ce_3: 0.3606 loss_bbox_3: 0.2059 loss_giou_3: 0.3808 loss_ce_4: 0.3564 loss_bbox_4: 0.2085 loss_giou_4: 0.383 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:40] d2.utils.events INFO: eta: 1 day, 2:46:12 iter: 107659 total_loss: 6.584 loss_ce: 0.371 loss_bbox: 0.2106 loss_giou: 0.3998 loss_ce_0: 0.5582 loss_bbox_0: 0.368 loss_giou_0: 0.6025 loss_ce_1: 0.4607 loss_bbox_1: 0.261 loss_giou_1: 0.4422 loss_ce_2: 0.3958 loss_bbox_2: 0.228 loss_giou_2: 0.4097 loss_ce_3: 0.3751 loss_bbox_3: 0.2183 loss_giou_3: 0.4006 loss_ce_4: 0.3703 loss_bbox_4: 0.2146 loss_giou_4: 0.3964 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:46] d2.utils.events INFO: eta: 1 day, 2:46:38 iter: 107679 total_loss: 6.489 loss_ce: 0.3401 loss_bbox: 0.2069 loss_giou: 0.3947 loss_ce_0: 0.5287 loss_bbox_0: 0.3477 loss_giou_0: 0.5831 loss_ce_1: 0.43 loss_bbox_1: 0.2424 loss_giou_1: 0.4481 loss_ce_2: 0.3744 loss_bbox_2: 0.2234 loss_giou_2: 0.4111 loss_ce_3: 0.3482 loss_bbox_3: 0.2135 loss_giou_3: 0.4074 loss_ce_4: 0.3458 loss_bbox_4: 0.2089 loss_giou_4: 0.4013 time: 0.2803 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:52] d2.utils.events INFO: eta: 1 day, 2:46:48 iter: 107699 total_loss: 6.593 loss_ce: 0.3307 loss_bbox: 0.2092 loss_giou: 0.3761 loss_ce_0: 0.5389 loss_bbox_0: 0.3402 loss_giou_0: 0.5759 loss_ce_1: 0.4309 loss_bbox_1: 0.2423 loss_giou_1: 0.4324 loss_ce_2: 0.3634 loss_bbox_2: 0.2208 loss_giou_2: 0.4045 loss_ce_3: 0.339 loss_bbox_3: 0.2131 loss_giou_3: 0.3821 loss_ce_4: 0.3214 loss_bbox_4: 0.2071 loss_giou_4: 0.3788 time: 0.2803 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 21:58:58] d2.utils.events INFO: eta: 1 day, 2:46:46 iter: 107719 total_loss: 6.618 loss_ce: 0.3765 loss_bbox: 0.2167 loss_giou: 0.3825 loss_ce_0: 0.5555 loss_bbox_0: 0.3655 loss_giou_0: 0.5772 loss_ce_1: 0.4578 loss_bbox_1: 0.2487 loss_giou_1: 0.4346 loss_ce_2: 0.3877 loss_bbox_2: 0.225 loss_giou_2: 0.3958 loss_ce_3: 0.378 loss_bbox_3: 0.2128 loss_giou_3: 0.3906 loss_ce_4: 0.3723 loss_bbox_4: 0.2149 loss_giou_4: 0.3836 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:03] d2.utils.events INFO: eta: 1 day, 2:46:37 iter: 107739 total_loss: 6.097 loss_ce: 0.344 loss_bbox: 0.2054 loss_giou: 0.3693 loss_ce_0: 0.5515 loss_bbox_0: 0.3461 loss_giou_0: 0.5441 loss_ce_1: 0.4448 loss_bbox_1: 0.2376 loss_giou_1: 0.4029 loss_ce_2: 0.3755 loss_bbox_2: 0.2159 loss_giou_2: 0.3798 loss_ce_3: 0.3551 loss_bbox_3: 0.2031 loss_giou_3: 0.3715 loss_ce_4: 0.3431 loss_bbox_4: 0.2058 loss_giou_4: 0.3714 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:09] d2.utils.events INFO: eta: 1 day, 2:46:31 iter: 107759 total_loss: 6.314 loss_ce: 0.3569 loss_bbox: 0.2075 loss_giou: 0.3516 loss_ce_0: 0.5466 loss_bbox_0: 0.3576 loss_giou_0: 0.5575 loss_ce_1: 0.4467 loss_bbox_1: 0.229 loss_giou_1: 0.4047 loss_ce_2: 0.3965 loss_bbox_2: 0.2165 loss_giou_2: 0.371 loss_ce_3: 0.362 loss_bbox_3: 0.2135 loss_giou_3: 0.3619 loss_ce_4: 0.3569 loss_bbox_4: 0.2106 loss_giou_4: 0.3549 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:15] d2.utils.events INFO: eta: 1 day, 2:45:44 iter: 107779 total_loss: 6.391 loss_ce: 0.3447 loss_bbox: 0.2154 loss_giou: 0.3812 loss_ce_0: 0.5359 loss_bbox_0: 0.3456 loss_giou_0: 0.5619 loss_ce_1: 0.4441 loss_bbox_1: 0.2433 loss_giou_1: 0.4346 loss_ce_2: 0.3893 loss_bbox_2: 0.2283 loss_giou_2: 0.4001 loss_ce_3: 0.3554 loss_bbox_3: 0.2298 loss_giou_3: 0.3926 loss_ce_4: 0.3464 loss_bbox_4: 0.2194 loss_giou_4: 0.3869 time: 0.2803 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:20] d2.utils.events INFO: eta: 1 day, 2:45:32 iter: 107799 total_loss: 6.299 loss_ce: 0.3459 loss_bbox: 0.2117 loss_giou: 0.3603 loss_ce_0: 0.522 loss_bbox_0: 0.3502 loss_giou_0: 0.5355 loss_ce_1: 0.4285 loss_bbox_1: 0.2449 loss_giou_1: 0.4068 loss_ce_2: 0.3727 loss_bbox_2: 0.2251 loss_giou_2: 0.3851 loss_ce_3: 0.3473 loss_bbox_3: 0.2239 loss_giou_3: 0.3726 loss_ce_4: 0.3387 loss_bbox_4: 0.2168 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:26] d2.utils.events INFO: eta: 1 day, 2:45:30 iter: 107819 total_loss: 6.587 loss_ce: 0.3562 loss_bbox: 0.2157 loss_giou: 0.3777 loss_ce_0: 0.5715 loss_bbox_0: 0.3419 loss_giou_0: 0.5506 loss_ce_1: 0.4525 loss_bbox_1: 0.2486 loss_giou_1: 0.4207 loss_ce_2: 0.3885 loss_bbox_2: 0.2362 loss_giou_2: 0.3978 loss_ce_3: 0.3716 loss_bbox_3: 0.2274 loss_giou_3: 0.3865 loss_ce_4: 0.3623 loss_bbox_4: 0.2196 loss_giou_4: 0.38 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:32] d2.utils.events INFO: eta: 1 day, 2:45:34 iter: 107839 total_loss: 6.251 loss_ce: 0.3311 loss_bbox: 0.1993 loss_giou: 0.3589 loss_ce_0: 0.5357 loss_bbox_0: 0.339 loss_giou_0: 0.5585 loss_ce_1: 0.4321 loss_bbox_1: 0.2328 loss_giou_1: 0.4072 loss_ce_2: 0.3703 loss_bbox_2: 0.2137 loss_giou_2: 0.3742 loss_ce_3: 0.3443 loss_bbox_3: 0.2031 loss_giou_3: 0.3669 loss_ce_4: 0.339 loss_bbox_4: 0.1982 loss_giou_4: 0.3629 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:37] d2.utils.events INFO: eta: 1 day, 2:46:03 iter: 107859 total_loss: 6.136 loss_ce: 0.3433 loss_bbox: 0.2048 loss_giou: 0.3489 loss_ce_0: 0.5305 loss_bbox_0: 0.3393 loss_giou_0: 0.5223 loss_ce_1: 0.4284 loss_bbox_1: 0.2394 loss_giou_1: 0.3894 loss_ce_2: 0.3651 loss_bbox_2: 0.2222 loss_giou_2: 0.3649 loss_ce_3: 0.3451 loss_bbox_3: 0.2141 loss_giou_3: 0.3599 loss_ce_4: 0.3467 loss_bbox_4: 0.2122 loss_giou_4: 0.3529 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:43] d2.utils.events INFO: eta: 1 day, 2:46:26 iter: 107879 total_loss: 5.885 loss_ce: 0.3217 loss_bbox: 0.182 loss_giou: 0.3603 loss_ce_0: 0.5119 loss_bbox_0: 0.3176 loss_giou_0: 0.545 loss_ce_1: 0.4156 loss_bbox_1: 0.2253 loss_giou_1: 0.4065 loss_ce_2: 0.3539 loss_bbox_2: 0.2053 loss_giou_2: 0.3782 loss_ce_3: 0.3325 loss_bbox_3: 0.1903 loss_giou_3: 0.3678 loss_ce_4: 0.3258 loss_bbox_4: 0.1814 loss_giou_4: 0.358 time: 0.2803 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:49] d2.utils.events INFO: eta: 1 day, 2:45:36 iter: 107899 total_loss: 6.455 loss_ce: 0.3491 loss_bbox: 0.2042 loss_giou: 0.3697 loss_ce_0: 0.5378 loss_bbox_0: 0.34 loss_giou_0: 0.5523 loss_ce_1: 0.4425 loss_bbox_1: 0.246 loss_giou_1: 0.4159 loss_ce_2: 0.3824 loss_bbox_2: 0.2198 loss_giou_2: 0.3831 loss_ce_3: 0.3613 loss_bbox_3: 0.2141 loss_giou_3: 0.3785 loss_ce_4: 0.3435 loss_bbox_4: 0.2086 loss_giou_4: 0.3753 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 21:59:55] d2.utils.events INFO: eta: 1 day, 2:44:59 iter: 107919 total_loss: 6.481 loss_ce: 0.3722 loss_bbox: 0.2106 loss_giou: 0.3433 loss_ce_0: 0.5582 loss_bbox_0: 0.3457 loss_giou_0: 0.5206 loss_ce_1: 0.4603 loss_bbox_1: 0.2433 loss_giou_1: 0.394 loss_ce_2: 0.3979 loss_bbox_2: 0.2216 loss_giou_2: 0.355 loss_ce_3: 0.3741 loss_bbox_3: 0.2153 loss_giou_3: 0.3512 loss_ce_4: 0.366 loss_bbox_4: 0.2162 loss_giou_4: 0.3469 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:00] d2.utils.events INFO: eta: 1 day, 2:45:44 iter: 107939 total_loss: 6.398 loss_ce: 0.3394 loss_bbox: 0.2029 loss_giou: 0.35 loss_ce_0: 0.5457 loss_bbox_0: 0.3427 loss_giou_0: 0.5575 loss_ce_1: 0.4484 loss_bbox_1: 0.2354 loss_giou_1: 0.4021 loss_ce_2: 0.378 loss_bbox_2: 0.2121 loss_giou_2: 0.3717 loss_ce_3: 0.3442 loss_bbox_3: 0.2033 loss_giou_3: 0.3646 loss_ce_4: 0.3371 loss_bbox_4: 0.2031 loss_giou_4: 0.3525 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:06] d2.utils.events INFO: eta: 1 day, 2:45:38 iter: 107959 total_loss: 6.292 loss_ce: 0.332 loss_bbox: 0.2032 loss_giou: 0.3677 loss_ce_0: 0.5307 loss_bbox_0: 0.3438 loss_giou_0: 0.5619 loss_ce_1: 0.4249 loss_bbox_1: 0.2359 loss_giou_1: 0.4193 loss_ce_2: 0.3742 loss_bbox_2: 0.2114 loss_giou_2: 0.3818 loss_ce_3: 0.3361 loss_bbox_3: 0.2065 loss_giou_3: 0.3768 loss_ce_4: 0.3316 loss_bbox_4: 0.2027 loss_giou_4: 0.3698 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:12] d2.utils.events INFO: eta: 1 day, 2:45:29 iter: 107979 total_loss: 6.163 loss_ce: 0.3453 loss_bbox: 0.196 loss_giou: 0.3508 loss_ce_0: 0.5421 loss_bbox_0: 0.3456 loss_giou_0: 0.5278 loss_ce_1: 0.4379 loss_bbox_1: 0.2322 loss_giou_1: 0.3931 loss_ce_2: 0.3894 loss_bbox_2: 0.2071 loss_giou_2: 0.3754 loss_ce_3: 0.3644 loss_bbox_3: 0.1984 loss_giou_3: 0.3604 loss_ce_4: 0.3491 loss_bbox_4: 0.1955 loss_giou_4: 0.3534 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:18] d2.utils.events INFO: eta: 1 day, 2:44:43 iter: 107999 total_loss: 6.441 loss_ce: 0.3522 loss_bbox: 0.2134 loss_giou: 0.3819 loss_ce_0: 0.5323 loss_bbox_0: 0.3551 loss_giou_0: 0.5624 loss_ce_1: 0.4444 loss_bbox_1: 0.2528 loss_giou_1: 0.4351 loss_ce_2: 0.3865 loss_bbox_2: 0.2251 loss_giou_2: 0.4011 loss_ce_3: 0.3577 loss_bbox_3: 0.2248 loss_giou_3: 0.386 loss_ce_4: 0.35 loss_bbox_4: 0.2201 loss_giou_4: 0.3869 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:23] d2.utils.events INFO: eta: 1 day, 2:45:02 iter: 108019 total_loss: 6.338 loss_ce: 0.3401 loss_bbox: 0.2018 loss_giou: 0.3808 loss_ce_0: 0.5399 loss_bbox_0: 0.3556 loss_giou_0: 0.5511 loss_ce_1: 0.425 loss_bbox_1: 0.239 loss_giou_1: 0.4136 loss_ce_2: 0.3644 loss_bbox_2: 0.2174 loss_giou_2: 0.396 loss_ce_3: 0.3376 loss_bbox_3: 0.2141 loss_giou_3: 0.3896 loss_ce_4: 0.3327 loss_bbox_4: 0.2014 loss_giou_4: 0.388 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:29] d2.utils.events INFO: eta: 1 day, 2:45:30 iter: 108039 total_loss: 6.068 loss_ce: 0.3326 loss_bbox: 0.1971 loss_giou: 0.361 loss_ce_0: 0.5207 loss_bbox_0: 0.3331 loss_giou_0: 0.5343 loss_ce_1: 0.4325 loss_bbox_1: 0.2239 loss_giou_1: 0.402 loss_ce_2: 0.3597 loss_bbox_2: 0.2044 loss_giou_2: 0.3705 loss_ce_3: 0.3367 loss_bbox_3: 0.2001 loss_giou_3: 0.3692 loss_ce_4: 0.3311 loss_bbox_4: 0.1988 loss_giou_4: 0.3675 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:35] d2.utils.events INFO: eta: 1 day, 2:45:35 iter: 108059 total_loss: 6.449 loss_ce: 0.3498 loss_bbox: 0.2042 loss_giou: 0.3701 loss_ce_0: 0.5548 loss_bbox_0: 0.3527 loss_giou_0: 0.5444 loss_ce_1: 0.4588 loss_bbox_1: 0.2393 loss_giou_1: 0.4219 loss_ce_2: 0.3963 loss_bbox_2: 0.2175 loss_giou_2: 0.3797 loss_ce_3: 0.3648 loss_bbox_3: 0.2095 loss_giou_3: 0.3723 loss_ce_4: 0.3561 loss_bbox_4: 0.2076 loss_giou_4: 0.3693 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:40] d2.utils.events INFO: eta: 1 day, 2:44:21 iter: 108079 total_loss: 5.767 loss_ce: 0.3228 loss_bbox: 0.2034 loss_giou: 0.3347 loss_ce_0: 0.507 loss_bbox_0: 0.3345 loss_giou_0: 0.5173 loss_ce_1: 0.4066 loss_bbox_1: 0.2277 loss_giou_1: 0.381 loss_ce_2: 0.3436 loss_bbox_2: 0.1996 loss_giou_2: 0.3501 loss_ce_3: 0.3227 loss_bbox_3: 0.2099 loss_giou_3: 0.3453 loss_ce_4: 0.3261 loss_bbox_4: 0.2043 loss_giou_4: 0.3376 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:46] d2.utils.events INFO: eta: 1 day, 2:44:54 iter: 108099 total_loss: 5.923 loss_ce: 0.311 loss_bbox: 0.202 loss_giou: 0.3639 loss_ce_0: 0.5104 loss_bbox_0: 0.3469 loss_giou_0: 0.5515 loss_ce_1: 0.4136 loss_bbox_1: 0.2349 loss_giou_1: 0.4203 loss_ce_2: 0.3428 loss_bbox_2: 0.2154 loss_giou_2: 0.3843 loss_ce_3: 0.3147 loss_bbox_3: 0.2101 loss_giou_3: 0.3672 loss_ce_4: 0.3072 loss_bbox_4: 0.2036 loss_giou_4: 0.3648 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:52] d2.utils.events INFO: eta: 1 day, 2:44:53 iter: 108119 total_loss: 6.41 loss_ce: 0.3488 loss_bbox: 0.2062 loss_giou: 0.363 loss_ce_0: 0.5332 loss_bbox_0: 0.3444 loss_giou_0: 0.5404 loss_ce_1: 0.4471 loss_bbox_1: 0.2397 loss_giou_1: 0.4139 loss_ce_2: 0.389 loss_bbox_2: 0.2362 loss_giou_2: 0.3804 loss_ce_3: 0.3587 loss_bbox_3: 0.2166 loss_giou_3: 0.3664 loss_ce_4: 0.3537 loss_bbox_4: 0.2046 loss_giou_4: 0.3655 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 22:00:57] d2.utils.events INFO: eta: 1 day, 2:44:42 iter: 108139 total_loss: 6.511 loss_ce: 0.3546 loss_bbox: 0.2004 loss_giou: 0.373 loss_ce_0: 0.5415 loss_bbox_0: 0.3522 loss_giou_0: 0.557 loss_ce_1: 0.4485 loss_bbox_1: 0.2509 loss_giou_1: 0.4314 loss_ce_2: 0.3786 loss_bbox_2: 0.224 loss_giou_2: 0.3892 loss_ce_3: 0.3562 loss_bbox_3: 0.221 loss_giou_3: 0.3818 loss_ce_4: 0.3519 loss_bbox_4: 0.2019 loss_giou_4: 0.3713 time: 0.2803 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:03] d2.utils.events INFO: eta: 1 day, 2:43:54 iter: 108159 total_loss: 6.016 loss_ce: 0.3175 loss_bbox: 0.185 loss_giou: 0.345 loss_ce_0: 0.5103 loss_bbox_0: 0.3271 loss_giou_0: 0.5246 loss_ce_1: 0.4136 loss_bbox_1: 0.2203 loss_giou_1: 0.3908 loss_ce_2: 0.3618 loss_bbox_2: 0.1995 loss_giou_2: 0.3616 loss_ce_3: 0.3319 loss_bbox_3: 0.193 loss_giou_3: 0.3512 loss_ce_4: 0.3243 loss_bbox_4: 0.186 loss_giou_4: 0.3476 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:09] d2.utils.events INFO: eta: 1 day, 2:44:31 iter: 108179 total_loss: 6.437 loss_ce: 0.3622 loss_bbox: 0.2175 loss_giou: 0.3605 loss_ce_0: 0.564 loss_bbox_0: 0.3595 loss_giou_0: 0.5649 loss_ce_1: 0.4523 loss_bbox_1: 0.2491 loss_giou_1: 0.4201 loss_ce_2: 0.403 loss_bbox_2: 0.233 loss_giou_2: 0.3827 loss_ce_3: 0.3728 loss_bbox_3: 0.2312 loss_giou_3: 0.3671 loss_ce_4: 0.3705 loss_bbox_4: 0.2243 loss_giou_4: 0.3618 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:14] d2.utils.events INFO: eta: 1 day, 2:43:40 iter: 108199 total_loss: 6.356 loss_ce: 0.3608 loss_bbox: 0.2238 loss_giou: 0.3553 loss_ce_0: 0.5377 loss_bbox_0: 0.3549 loss_giou_0: 0.537 loss_ce_1: 0.4527 loss_bbox_1: 0.2536 loss_giou_1: 0.4036 loss_ce_2: 0.3851 loss_bbox_2: 0.2311 loss_giou_2: 0.377 loss_ce_3: 0.3601 loss_bbox_3: 0.2231 loss_giou_3: 0.3643 loss_ce_4: 0.3536 loss_bbox_4: 0.2272 loss_giou_4: 0.3543 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:20] d2.utils.events INFO: eta: 1 day, 2:43:34 iter: 108219 total_loss: 6.463 loss_ce: 0.3459 loss_bbox: 0.2126 loss_giou: 0.3564 loss_ce_0: 0.5475 loss_bbox_0: 0.3602 loss_giou_0: 0.5284 loss_ce_1: 0.4372 loss_bbox_1: 0.2476 loss_giou_1: 0.4044 loss_ce_2: 0.3758 loss_bbox_2: 0.2244 loss_giou_2: 0.371 loss_ce_3: 0.3471 loss_bbox_3: 0.2145 loss_giou_3: 0.3619 loss_ce_4: 0.3409 loss_bbox_4: 0.2165 loss_giou_4: 0.3573 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:26] d2.utils.events INFO: eta: 1 day, 2:43:38 iter: 108239 total_loss: 6.216 loss_ce: 0.3536 loss_bbox: 0.1954 loss_giou: 0.3574 loss_ce_0: 0.5365 loss_bbox_0: 0.3496 loss_giou_0: 0.5622 loss_ce_1: 0.4552 loss_bbox_1: 0.2376 loss_giou_1: 0.4107 loss_ce_2: 0.3804 loss_bbox_2: 0.2058 loss_giou_2: 0.3824 loss_ce_3: 0.3588 loss_bbox_3: 0.2005 loss_giou_3: 0.3673 loss_ce_4: 0.346 loss_bbox_4: 0.1988 loss_giou_4: 0.3585 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:31] d2.utils.events INFO: eta: 1 day, 2:43:15 iter: 108259 total_loss: 6.42 loss_ce: 0.3412 loss_bbox: 0.2237 loss_giou: 0.3771 loss_ce_0: 0.5293 loss_bbox_0: 0.3472 loss_giou_0: 0.5723 loss_ce_1: 0.4341 loss_bbox_1: 0.2541 loss_giou_1: 0.4273 loss_ce_2: 0.3697 loss_bbox_2: 0.2307 loss_giou_2: 0.3948 loss_ce_3: 0.3489 loss_bbox_3: 0.2251 loss_giou_3: 0.3852 loss_ce_4: 0.3461 loss_bbox_4: 0.2255 loss_giou_4: 0.3785 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:37] d2.utils.events INFO: eta: 1 day, 2:43:09 iter: 108279 total_loss: 6.442 loss_ce: 0.3418 loss_bbox: 0.1951 loss_giou: 0.3883 loss_ce_0: 0.5168 loss_bbox_0: 0.3346 loss_giou_0: 0.6125 loss_ce_1: 0.4474 loss_bbox_1: 0.232 loss_giou_1: 0.4573 loss_ce_2: 0.3819 loss_bbox_2: 0.2101 loss_giou_2: 0.4124 loss_ce_3: 0.3556 loss_bbox_3: 0.2021 loss_giou_3: 0.4094 loss_ce_4: 0.3483 loss_bbox_4: 0.1995 loss_giou_4: 0.3923 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:43] d2.utils.events INFO: eta: 1 day, 2:42:32 iter: 108299 total_loss: 6.363 loss_ce: 0.3598 loss_bbox: 0.2066 loss_giou: 0.3515 loss_ce_0: 0.5332 loss_bbox_0: 0.3623 loss_giou_0: 0.5606 loss_ce_1: 0.4482 loss_bbox_1: 0.2506 loss_giou_1: 0.3988 loss_ce_2: 0.3921 loss_bbox_2: 0.2184 loss_giou_2: 0.378 loss_ce_3: 0.37 loss_bbox_3: 0.2108 loss_giou_3: 0.3652 loss_ce_4: 0.3596 loss_bbox_4: 0.2068 loss_giou_4: 0.3559 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:49] d2.utils.events INFO: eta: 1 day, 2:42:12 iter: 108319 total_loss: 6.078 loss_ce: 0.3275 loss_bbox: 0.2006 loss_giou: 0.3297 loss_ce_0: 0.5257 loss_bbox_0: 0.3637 loss_giou_0: 0.5336 loss_ce_1: 0.4357 loss_bbox_1: 0.2357 loss_giou_1: 0.3789 loss_ce_2: 0.3696 loss_bbox_2: 0.2103 loss_giou_2: 0.3473 loss_ce_3: 0.3387 loss_bbox_3: 0.2042 loss_giou_3: 0.3374 loss_ce_4: 0.3298 loss_bbox_4: 0.2019 loss_giou_4: 0.3349 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 22:01:54] d2.utils.events INFO: eta: 1 day, 2:42:21 iter: 108339 total_loss: 6.202 loss_ce: 0.3329 loss_bbox: 0.207 loss_giou: 0.3611 loss_ce_0: 0.5443 loss_bbox_0: 0.3445 loss_giou_0: 0.5661 loss_ce_1: 0.4419 loss_bbox_1: 0.2328 loss_giou_1: 0.4283 loss_ce_2: 0.3726 loss_bbox_2: 0.2102 loss_giou_2: 0.386 loss_ce_3: 0.3379 loss_bbox_3: 0.2107 loss_giou_3: 0.3727 loss_ce_4: 0.3361 loss_bbox_4: 0.2064 loss_giou_4: 0.3635 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:00] d2.utils.events INFO: eta: 1 day, 2:42:15 iter: 108359 total_loss: 6.314 loss_ce: 0.3403 loss_bbox: 0.1947 loss_giou: 0.3598 loss_ce_0: 0.5439 loss_bbox_0: 0.3484 loss_giou_0: 0.5485 loss_ce_1: 0.4369 loss_bbox_1: 0.239 loss_giou_1: 0.4234 loss_ce_2: 0.3716 loss_bbox_2: 0.2168 loss_giou_2: 0.3851 loss_ce_3: 0.3424 loss_bbox_3: 0.2069 loss_giou_3: 0.3689 loss_ce_4: 0.3388 loss_bbox_4: 0.2039 loss_giou_4: 0.363 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:06] d2.utils.events INFO: eta: 1 day, 2:42:41 iter: 108379 total_loss: 6.27 loss_ce: 0.3481 loss_bbox: 0.213 loss_giou: 0.3816 loss_ce_0: 0.5313 loss_bbox_0: 0.3492 loss_giou_0: 0.5665 loss_ce_1: 0.4374 loss_bbox_1: 0.2443 loss_giou_1: 0.4231 loss_ce_2: 0.3677 loss_bbox_2: 0.2275 loss_giou_2: 0.3928 loss_ce_3: 0.3529 loss_bbox_3: 0.2189 loss_giou_3: 0.3815 loss_ce_4: 0.3457 loss_bbox_4: 0.2151 loss_giou_4: 0.3818 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:11] d2.utils.events INFO: eta: 1 day, 2:42:36 iter: 108399 total_loss: 6.212 loss_ce: 0.3412 loss_bbox: 0.208 loss_giou: 0.3413 loss_ce_0: 0.5333 loss_bbox_0: 0.3344 loss_giou_0: 0.5188 loss_ce_1: 0.447 loss_bbox_1: 0.2396 loss_giou_1: 0.3972 loss_ce_2: 0.3833 loss_bbox_2: 0.2192 loss_giou_2: 0.3652 loss_ce_3: 0.3506 loss_bbox_3: 0.213 loss_giou_3: 0.3487 loss_ce_4: 0.3388 loss_bbox_4: 0.2055 loss_giou_4: 0.3471 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:17] d2.utils.events INFO: eta: 1 day, 2:42:30 iter: 108419 total_loss: 5.766 loss_ce: 0.3124 loss_bbox: 0.1712 loss_giou: 0.3232 loss_ce_0: 0.5286 loss_bbox_0: 0.3246 loss_giou_0: 0.5348 loss_ce_1: 0.4207 loss_bbox_1: 0.2255 loss_giou_1: 0.388 loss_ce_2: 0.3601 loss_bbox_2: 0.1889 loss_giou_2: 0.3438 loss_ce_3: 0.3233 loss_bbox_3: 0.1796 loss_giou_3: 0.3366 loss_ce_4: 0.318 loss_bbox_4: 0.1717 loss_giou_4: 0.327 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:23] d2.utils.events INFO: eta: 1 day, 2:42:35 iter: 108439 total_loss: 6.25 loss_ce: 0.3476 loss_bbox: 0.1938 loss_giou: 0.3728 loss_ce_0: 0.5447 loss_bbox_0: 0.3301 loss_giou_0: 0.564 loss_ce_1: 0.4432 loss_bbox_1: 0.2215 loss_giou_1: 0.4096 loss_ce_2: 0.3771 loss_bbox_2: 0.2054 loss_giou_2: 0.3849 loss_ce_3: 0.3483 loss_bbox_3: 0.1993 loss_giou_3: 0.3741 loss_ce_4: 0.3429 loss_bbox_4: 0.1947 loss_giou_4: 0.3748 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:28] d2.utils.events INFO: eta: 1 day, 2:41:35 iter: 108459 total_loss: 5.994 loss_ce: 0.3364 loss_bbox: 0.2073 loss_giou: 0.372 loss_ce_0: 0.5287 loss_bbox_0: 0.3338 loss_giou_0: 0.5626 loss_ce_1: 0.4208 loss_bbox_1: 0.242 loss_giou_1: 0.4142 loss_ce_2: 0.3593 loss_bbox_2: 0.225 loss_giou_2: 0.3853 loss_ce_3: 0.3473 loss_bbox_3: 0.2139 loss_giou_3: 0.3771 loss_ce_4: 0.3316 loss_bbox_4: 0.2072 loss_giou_4: 0.372 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:34] d2.utils.events INFO: eta: 1 day, 2:41:20 iter: 108479 total_loss: 6.378 loss_ce: 0.3547 loss_bbox: 0.1958 loss_giou: 0.3597 loss_ce_0: 0.5364 loss_bbox_0: 0.3373 loss_giou_0: 0.572 loss_ce_1: 0.4431 loss_bbox_1: 0.2318 loss_giou_1: 0.4107 loss_ce_2: 0.3856 loss_bbox_2: 0.2069 loss_giou_2: 0.3857 loss_ce_3: 0.3598 loss_bbox_3: 0.2023 loss_giou_3: 0.3723 loss_ce_4: 0.3506 loss_bbox_4: 0.1981 loss_giou_4: 0.3646 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:40] d2.utils.events INFO: eta: 1 day, 2:41:23 iter: 108499 total_loss: 6.111 loss_ce: 0.3558 loss_bbox: 0.195 loss_giou: 0.3518 loss_ce_0: 0.5299 loss_bbox_0: 0.334 loss_giou_0: 0.5204 loss_ce_1: 0.4467 loss_bbox_1: 0.236 loss_giou_1: 0.3931 loss_ce_2: 0.3921 loss_bbox_2: 0.2018 loss_giou_2: 0.3598 loss_ce_3: 0.3722 loss_bbox_3: 0.1995 loss_giou_3: 0.3555 loss_ce_4: 0.357 loss_bbox_4: 0.1959 loss_giou_4: 0.3517 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:45] d2.utils.events INFO: eta: 1 day, 2:41:14 iter: 108519 total_loss: 6.632 loss_ce: 0.3809 loss_bbox: 0.2236 loss_giou: 0.3594 loss_ce_0: 0.572 loss_bbox_0: 0.3638 loss_giou_0: 0.5562 loss_ce_1: 0.471 loss_bbox_1: 0.2544 loss_giou_1: 0.4072 loss_ce_2: 0.415 loss_bbox_2: 0.231 loss_giou_2: 0.3774 loss_ce_3: 0.3967 loss_bbox_3: 0.2268 loss_giou_3: 0.3638 loss_ce_4: 0.3957 loss_bbox_4: 0.2293 loss_giou_4: 0.3568 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:51] d2.utils.events INFO: eta: 1 day, 2:40:56 iter: 108539 total_loss: 5.924 loss_ce: 0.3051 loss_bbox: 0.204 loss_giou: 0.3481 loss_ce_0: 0.515 loss_bbox_0: 0.3664 loss_giou_0: 0.5304 loss_ce_1: 0.4268 loss_bbox_1: 0.23 loss_giou_1: 0.3904 loss_ce_2: 0.3557 loss_bbox_2: 0.2125 loss_giou_2: 0.3624 loss_ce_3: 0.3162 loss_bbox_3: 0.211 loss_giou_3: 0.3528 loss_ce_4: 0.3068 loss_bbox_4: 0.2067 loss_giou_4: 0.3506 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 22:02:57] d2.utils.events INFO: eta: 1 day, 2:41:02 iter: 108559 total_loss: 6.058 loss_ce: 0.3324 loss_bbox: 0.2069 loss_giou: 0.3646 loss_ce_0: 0.5413 loss_bbox_0: 0.3569 loss_giou_0: 0.563 loss_ce_1: 0.4379 loss_bbox_1: 0.2472 loss_giou_1: 0.424 loss_ce_2: 0.371 loss_bbox_2: 0.2255 loss_giou_2: 0.3849 loss_ce_3: 0.3394 loss_bbox_3: 0.2109 loss_giou_3: 0.3737 loss_ce_4: 0.3325 loss_bbox_4: 0.2076 loss_giou_4: 0.3683 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:03] d2.utils.events INFO: eta: 1 day, 2:40:41 iter: 108579 total_loss: 6.072 loss_ce: 0.3455 loss_bbox: 0.1938 loss_giou: 0.3399 loss_ce_0: 0.5162 loss_bbox_0: 0.3308 loss_giou_0: 0.51 loss_ce_1: 0.431 loss_bbox_1: 0.2295 loss_giou_1: 0.3748 loss_ce_2: 0.3675 loss_bbox_2: 0.2053 loss_giou_2: 0.3521 loss_ce_3: 0.353 loss_bbox_3: 0.202 loss_giou_3: 0.34 loss_ce_4: 0.3406 loss_bbox_4: 0.1944 loss_giou_4: 0.3391 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:08] d2.utils.events INFO: eta: 1 day, 2:40:51 iter: 108599 total_loss: 6.418 loss_ce: 0.3571 loss_bbox: 0.2 loss_giou: 0.3697 loss_ce_0: 0.5354 loss_bbox_0: 0.3319 loss_giou_0: 0.5499 loss_ce_1: 0.4396 loss_bbox_1: 0.2269 loss_giou_1: 0.4229 loss_ce_2: 0.3863 loss_bbox_2: 0.2119 loss_giou_2: 0.3959 loss_ce_3: 0.3595 loss_bbox_3: 0.2053 loss_giou_3: 0.3776 loss_ce_4: 0.3611 loss_bbox_4: 0.2003 loss_giou_4: 0.3734 time: 0.2803 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:14] d2.utils.events INFO: eta: 1 day, 2:40:06 iter: 108619 total_loss: 5.845 loss_ce: 0.3115 loss_bbox: 0.1996 loss_giou: 0.3374 loss_ce_0: 0.5143 loss_bbox_0: 0.3319 loss_giou_0: 0.5155 loss_ce_1: 0.4101 loss_bbox_1: 0.226 loss_giou_1: 0.3876 loss_ce_2: 0.3421 loss_bbox_2: 0.2015 loss_giou_2: 0.3545 loss_ce_3: 0.3183 loss_bbox_3: 0.2016 loss_giou_3: 0.3392 loss_ce_4: 0.31 loss_bbox_4: 0.2011 loss_giou_4: 0.3398 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:20] d2.utils.events INFO: eta: 1 day, 2:40:15 iter: 108639 total_loss: 6.23 loss_ce: 0.3506 loss_bbox: 0.2198 loss_giou: 0.3617 loss_ce_0: 0.5206 loss_bbox_0: 0.3585 loss_giou_0: 0.5693 loss_ce_1: 0.4314 loss_bbox_1: 0.261 loss_giou_1: 0.4156 loss_ce_2: 0.3719 loss_bbox_2: 0.2326 loss_giou_2: 0.3821 loss_ce_3: 0.3567 loss_bbox_3: 0.2298 loss_giou_3: 0.3652 loss_ce_4: 0.3524 loss_bbox_4: 0.2205 loss_giou_4: 0.3607 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:25] d2.utils.events INFO: eta: 1 day, 2:40:15 iter: 108659 total_loss: 6.053 loss_ce: 0.3305 loss_bbox: 0.1985 loss_giou: 0.3497 loss_ce_0: 0.5186 loss_bbox_0: 0.3262 loss_giou_0: 0.5334 loss_ce_1: 0.4274 loss_bbox_1: 0.2421 loss_giou_1: 0.3946 loss_ce_2: 0.3661 loss_bbox_2: 0.2055 loss_giou_2: 0.3581 loss_ce_3: 0.3417 loss_bbox_3: 0.2003 loss_giou_3: 0.352 loss_ce_4: 0.3317 loss_bbox_4: 0.201 loss_giou_4: 0.3501 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:31] d2.utils.events INFO: eta: 1 day, 2:39:31 iter: 108679 total_loss: 6.211 loss_ce: 0.3653 loss_bbox: 0.2107 loss_giou: 0.3764 loss_ce_0: 0.5291 loss_bbox_0: 0.3467 loss_giou_0: 0.544 loss_ce_1: 0.4217 loss_bbox_1: 0.2379 loss_giou_1: 0.4289 loss_ce_2: 0.3744 loss_bbox_2: 0.2228 loss_giou_2: 0.3876 loss_ce_3: 0.3604 loss_bbox_3: 0.2118 loss_giou_3: 0.3759 loss_ce_4: 0.3584 loss_bbox_4: 0.2087 loss_giou_4: 0.3808 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:37] d2.utils.events INFO: eta: 1 day, 2:39:00 iter: 108699 total_loss: 6.23 loss_ce: 0.3354 loss_bbox: 0.196 loss_giou: 0.379 loss_ce_0: 0.5183 loss_bbox_0: 0.3162 loss_giou_0: 0.5833 loss_ce_1: 0.4229 loss_bbox_1: 0.2259 loss_giou_1: 0.4254 loss_ce_2: 0.3661 loss_bbox_2: 0.2063 loss_giou_2: 0.3942 loss_ce_3: 0.3422 loss_bbox_3: 0.2047 loss_giou_3: 0.3893 loss_ce_4: 0.3369 loss_bbox_4: 0.1972 loss_giou_4: 0.3788 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:42] d2.utils.events INFO: eta: 1 day, 2:39:04 iter: 108719 total_loss: 6.084 loss_ce: 0.336 loss_bbox: 0.1901 loss_giou: 0.3427 loss_ce_0: 0.5411 loss_bbox_0: 0.3267 loss_giou_0: 0.531 loss_ce_1: 0.4509 loss_bbox_1: 0.219 loss_giou_1: 0.3975 loss_ce_2: 0.3684 loss_bbox_2: 0.2045 loss_giou_2: 0.362 loss_ce_3: 0.3428 loss_bbox_3: 0.1968 loss_giou_3: 0.346 loss_ce_4: 0.3361 loss_bbox_4: 0.192 loss_giou_4: 0.343 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:48] d2.utils.events INFO: eta: 1 day, 2:39:05 iter: 108739 total_loss: 6.495 loss_ce: 0.3553 loss_bbox: 0.2204 loss_giou: 0.3618 loss_ce_0: 0.5453 loss_bbox_0: 0.3586 loss_giou_0: 0.5632 loss_ce_1: 0.4405 loss_bbox_1: 0.2549 loss_giou_1: 0.4169 loss_ce_2: 0.3839 loss_bbox_2: 0.2333 loss_giou_2: 0.3697 loss_ce_3: 0.3648 loss_bbox_3: 0.2262 loss_giou_3: 0.364 loss_ce_4: 0.3625 loss_bbox_4: 0.2231 loss_giou_4: 0.3557 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:54] d2.utils.events INFO: eta: 1 day, 2:39:22 iter: 108759 total_loss: 6.276 loss_ce: 0.3414 loss_bbox: 0.2026 loss_giou: 0.3642 loss_ce_0: 0.5473 loss_bbox_0: 0.3436 loss_giou_0: 0.5464 loss_ce_1: 0.4329 loss_bbox_1: 0.24 loss_giou_1: 0.4224 loss_ce_2: 0.3733 loss_bbox_2: 0.2158 loss_giou_2: 0.3852 loss_ce_3: 0.3491 loss_bbox_3: 0.207 loss_giou_3: 0.3747 loss_ce_4: 0.332 loss_bbox_4: 0.2015 loss_giou_4: 0.3714 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 22:03:59] d2.utils.events INFO: eta: 1 day, 2:39:17 iter: 108779 total_loss: 6.466 loss_ce: 0.3426 loss_bbox: 0.1882 loss_giou: 0.3919 loss_ce_0: 0.5653 loss_bbox_0: 0.3174 loss_giou_0: 0.5917 loss_ce_1: 0.4587 loss_bbox_1: 0.2167 loss_giou_1: 0.4446 loss_ce_2: 0.3988 loss_bbox_2: 0.1944 loss_giou_2: 0.4162 loss_ce_3: 0.3614 loss_bbox_3: 0.1926 loss_giou_3: 0.4025 loss_ce_4: 0.3524 loss_bbox_4: 0.1898 loss_giou_4: 0.3959 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:05] d2.utils.events INFO: eta: 1 day, 2:38:42 iter: 108799 total_loss: 6.159 loss_ce: 0.3449 loss_bbox: 0.1864 loss_giou: 0.3664 loss_ce_0: 0.5419 loss_bbox_0: 0.3197 loss_giou_0: 0.5667 loss_ce_1: 0.4471 loss_bbox_1: 0.2171 loss_giou_1: 0.4115 loss_ce_2: 0.3904 loss_bbox_2: 0.2006 loss_giou_2: 0.3875 loss_ce_3: 0.3622 loss_bbox_3: 0.1915 loss_giou_3: 0.3752 loss_ce_4: 0.3511 loss_bbox_4: 0.1866 loss_giou_4: 0.3643 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:11] d2.utils.events INFO: eta: 1 day, 2:38:52 iter: 108819 total_loss: 6.397 loss_ce: 0.3366 loss_bbox: 0.2067 loss_giou: 0.3824 loss_ce_0: 0.5314 loss_bbox_0: 0.3516 loss_giou_0: 0.5785 loss_ce_1: 0.4279 loss_bbox_1: 0.2481 loss_giou_1: 0.4343 loss_ce_2: 0.3748 loss_bbox_2: 0.2261 loss_giou_2: 0.396 loss_ce_3: 0.3544 loss_bbox_3: 0.2162 loss_giou_3: 0.3834 loss_ce_4: 0.3345 loss_bbox_4: 0.2095 loss_giou_4: 0.3804 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:17] d2.utils.events INFO: eta: 1 day, 2:38:37 iter: 108839 total_loss: 6.669 loss_ce: 0.3521 loss_bbox: 0.2189 loss_giou: 0.375 loss_ce_0: 0.5536 loss_bbox_0: 0.3641 loss_giou_0: 0.5604 loss_ce_1: 0.4595 loss_bbox_1: 0.2454 loss_giou_1: 0.4254 loss_ce_2: 0.3858 loss_bbox_2: 0.2327 loss_giou_2: 0.3915 loss_ce_3: 0.3697 loss_bbox_3: 0.2305 loss_giou_3: 0.3797 loss_ce_4: 0.3564 loss_bbox_4: 0.2265 loss_giou_4: 0.3727 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:22] d2.utils.events INFO: eta: 1 day, 2:38:40 iter: 108859 total_loss: 6.355 loss_ce: 0.3658 loss_bbox: 0.2107 loss_giou: 0.3739 loss_ce_0: 0.5365 loss_bbox_0: 0.3524 loss_giou_0: 0.5614 loss_ce_1: 0.459 loss_bbox_1: 0.2445 loss_giou_1: 0.413 loss_ce_2: 0.4003 loss_bbox_2: 0.2221 loss_giou_2: 0.3834 loss_ce_3: 0.3801 loss_bbox_3: 0.2131 loss_giou_3: 0.3724 loss_ce_4: 0.369 loss_bbox_4: 0.2132 loss_giou_4: 0.3758 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:28] d2.utils.events INFO: eta: 1 day, 2:38:05 iter: 108879 total_loss: 6.241 loss_ce: 0.3349 loss_bbox: 0.2034 loss_giou: 0.36 loss_ce_0: 0.5386 loss_bbox_0: 0.3567 loss_giou_0: 0.563 loss_ce_1: 0.4432 loss_bbox_1: 0.2443 loss_giou_1: 0.4288 loss_ce_2: 0.3776 loss_bbox_2: 0.2165 loss_giou_2: 0.3872 loss_ce_3: 0.3417 loss_bbox_3: 0.2138 loss_giou_3: 0.3712 loss_ce_4: 0.3393 loss_bbox_4: 0.2078 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:34] d2.utils.events INFO: eta: 1 day, 2:37:52 iter: 108899 total_loss: 6.04 loss_ce: 0.3273 loss_bbox: 0.1901 loss_giou: 0.35 loss_ce_0: 0.5077 loss_bbox_0: 0.3355 loss_giou_0: 0.5275 loss_ce_1: 0.4272 loss_bbox_1: 0.2286 loss_giou_1: 0.3985 loss_ce_2: 0.3706 loss_bbox_2: 0.2052 loss_giou_2: 0.3663 loss_ce_3: 0.335 loss_bbox_3: 0.1965 loss_giou_3: 0.3595 loss_ce_4: 0.3277 loss_bbox_4: 0.191 loss_giou_4: 0.3517 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:39] d2.utils.events INFO: eta: 1 day, 2:38:12 iter: 108919 total_loss: 5.87 loss_ce: 0.3223 loss_bbox: 0.1961 loss_giou: 0.3542 loss_ce_0: 0.5024 loss_bbox_0: 0.3183 loss_giou_0: 0.54 loss_ce_1: 0.4051 loss_bbox_1: 0.2228 loss_giou_1: 0.3971 loss_ce_2: 0.3565 loss_bbox_2: 0.2076 loss_giou_2: 0.3697 loss_ce_3: 0.3255 loss_bbox_3: 0.1988 loss_giou_3: 0.3615 loss_ce_4: 0.3124 loss_bbox_4: 0.1972 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:45] d2.utils.events INFO: eta: 1 day, 2:37:23 iter: 108939 total_loss: 6.031 loss_ce: 0.3145 loss_bbox: 0.2121 loss_giou: 0.3611 loss_ce_0: 0.5252 loss_bbox_0: 0.3355 loss_giou_0: 0.5368 loss_ce_1: 0.4149 loss_bbox_1: 0.237 loss_giou_1: 0.4068 loss_ce_2: 0.3478 loss_bbox_2: 0.223 loss_giou_2: 0.3741 loss_ce_3: 0.3302 loss_bbox_3: 0.2176 loss_giou_3: 0.3675 loss_ce_4: 0.3174 loss_bbox_4: 0.2155 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:51] d2.utils.events INFO: eta: 1 day, 2:37:18 iter: 108959 total_loss: 6.629 loss_ce: 0.3406 loss_bbox: 0.2131 loss_giou: 0.4052 loss_ce_0: 0.54 loss_bbox_0: 0.3715 loss_giou_0: 0.592 loss_ce_1: 0.4462 loss_bbox_1: 0.2614 loss_giou_1: 0.4594 loss_ce_2: 0.388 loss_bbox_2: 0.2345 loss_giou_2: 0.4237 loss_ce_3: 0.3597 loss_bbox_3: 0.2242 loss_giou_3: 0.4175 loss_ce_4: 0.3468 loss_bbox_4: 0.2176 loss_giou_4: 0.4095 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 22:04:56] d2.utils.events INFO: eta: 1 day, 2:37:12 iter: 108979 total_loss: 6.308 loss_ce: 0.3599 loss_bbox: 0.1994 loss_giou: 0.346 loss_ce_0: 0.5643 loss_bbox_0: 0.3598 loss_giou_0: 0.5465 loss_ce_1: 0.4751 loss_bbox_1: 0.24 loss_giou_1: 0.4012 loss_ce_2: 0.3899 loss_bbox_2: 0.2164 loss_giou_2: 0.3647 loss_ce_3: 0.3591 loss_bbox_3: 0.2082 loss_giou_3: 0.3529 loss_ce_4: 0.358 loss_bbox_4: 0.2098 loss_giou_4: 0.3507 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:02] d2.utils.events INFO: eta: 1 day, 2:37:21 iter: 108999 total_loss: 6.552 loss_ce: 0.3674 loss_bbox: 0.215 loss_giou: 0.3866 loss_ce_0: 0.5503 loss_bbox_0: 0.3462 loss_giou_0: 0.5892 loss_ce_1: 0.4484 loss_bbox_1: 0.2509 loss_giou_1: 0.4413 loss_ce_2: 0.4104 loss_bbox_2: 0.2268 loss_giou_2: 0.4034 loss_ce_3: 0.3695 loss_bbox_3: 0.2202 loss_giou_3: 0.3924 loss_ce_4: 0.3666 loss_bbox_4: 0.2187 loss_giou_4: 0.3887 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:08] d2.utils.events INFO: eta: 1 day, 2:37:08 iter: 109019 total_loss: 6.172 loss_ce: 0.3264 loss_bbox: 0.2008 loss_giou: 0.3726 loss_ce_0: 0.517 loss_bbox_0: 0.3423 loss_giou_0: 0.5711 loss_ce_1: 0.4164 loss_bbox_1: 0.2354 loss_giou_1: 0.4362 loss_ce_2: 0.3647 loss_bbox_2: 0.2184 loss_giou_2: 0.3947 loss_ce_3: 0.3361 loss_bbox_3: 0.2081 loss_giou_3: 0.3863 loss_ce_4: 0.3266 loss_bbox_4: 0.201 loss_giou_4: 0.3771 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:13] d2.utils.events INFO: eta: 1 day, 2:36:55 iter: 109039 total_loss: 6.585 loss_ce: 0.3513 loss_bbox: 0.2257 loss_giou: 0.3781 loss_ce_0: 0.5422 loss_bbox_0: 0.3559 loss_giou_0: 0.5659 loss_ce_1: 0.4455 loss_bbox_1: 0.26 loss_giou_1: 0.426 loss_ce_2: 0.3889 loss_bbox_2: 0.2413 loss_giou_2: 0.384 loss_ce_3: 0.3607 loss_bbox_3: 0.2315 loss_giou_3: 0.3783 loss_ce_4: 0.3537 loss_bbox_4: 0.2324 loss_giou_4: 0.3771 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:19] d2.utils.events INFO: eta: 1 day, 2:36:45 iter: 109059 total_loss: 5.821 loss_ce: 0.3383 loss_bbox: 0.1834 loss_giou: 0.3497 loss_ce_0: 0.5224 loss_bbox_0: 0.323 loss_giou_0: 0.5376 loss_ce_1: 0.4057 loss_bbox_1: 0.2204 loss_giou_1: 0.3931 loss_ce_2: 0.3552 loss_bbox_2: 0.1912 loss_giou_2: 0.3594 loss_ce_3: 0.3369 loss_bbox_3: 0.1905 loss_giou_3: 0.3584 loss_ce_4: 0.3294 loss_bbox_4: 0.1875 loss_giou_4: 0.3525 time: 0.2803 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:25] d2.utils.events INFO: eta: 1 day, 2:36:58 iter: 109079 total_loss: 6.257 loss_ce: 0.3238 loss_bbox: 0.1996 loss_giou: 0.3479 loss_ce_0: 0.5348 loss_bbox_0: 0.3495 loss_giou_0: 0.5719 loss_ce_1: 0.4555 loss_bbox_1: 0.2382 loss_giou_1: 0.4063 loss_ce_2: 0.3758 loss_bbox_2: 0.2222 loss_giou_2: 0.3725 loss_ce_3: 0.3378 loss_bbox_3: 0.2116 loss_giou_3: 0.3545 loss_ce_4: 0.3279 loss_bbox_4: 0.206 loss_giou_4: 0.3484 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:31] d2.utils.events INFO: eta: 1 day, 2:36:52 iter: 109099 total_loss: 6.001 loss_ce: 0.3277 loss_bbox: 0.1928 loss_giou: 0.3587 loss_ce_0: 0.509 loss_bbox_0: 0.3357 loss_giou_0: 0.5734 loss_ce_1: 0.4114 loss_bbox_1: 0.2258 loss_giou_1: 0.4189 loss_ce_2: 0.3611 loss_bbox_2: 0.2052 loss_giou_2: 0.3741 loss_ce_3: 0.3339 loss_bbox_3: 0.1989 loss_giou_3: 0.3647 loss_ce_4: 0.33 loss_bbox_4: 0.1948 loss_giou_4: 0.3616 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:36] d2.utils.events INFO: eta: 1 day, 2:36:40 iter: 109119 total_loss: 6.157 loss_ce: 0.357 loss_bbox: 0.2073 loss_giou: 0.3476 loss_ce_0: 0.5405 loss_bbox_0: 0.3388 loss_giou_0: 0.502 loss_ce_1: 0.4487 loss_bbox_1: 0.2366 loss_giou_1: 0.3964 loss_ce_2: 0.3854 loss_bbox_2: 0.2245 loss_giou_2: 0.3634 loss_ce_3: 0.3672 loss_bbox_3: 0.2163 loss_giou_3: 0.359 loss_ce_4: 0.3608 loss_bbox_4: 0.211 loss_giou_4: 0.3508 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:42] d2.utils.events INFO: eta: 1 day, 2:36:49 iter: 109139 total_loss: 6.137 loss_ce: 0.3354 loss_bbox: 0.1987 loss_giou: 0.3647 loss_ce_0: 0.5349 loss_bbox_0: 0.3423 loss_giou_0: 0.5415 loss_ce_1: 0.4385 loss_bbox_1: 0.2285 loss_giou_1: 0.4066 loss_ce_2: 0.3669 loss_bbox_2: 0.2064 loss_giou_2: 0.3839 loss_ce_3: 0.347 loss_bbox_3: 0.2025 loss_giou_3: 0.3711 loss_ce_4: 0.3331 loss_bbox_4: 0.2018 loss_giou_4: 0.3689 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:48] d2.utils.events INFO: eta: 1 day, 2:37:30 iter: 109159 total_loss: 6.164 loss_ce: 0.3431 loss_bbox: 0.2134 loss_giou: 0.3596 loss_ce_0: 0.551 loss_bbox_0: 0.351 loss_giou_0: 0.5379 loss_ce_1: 0.4575 loss_bbox_1: 0.2485 loss_giou_1: 0.4067 loss_ce_2: 0.3879 loss_bbox_2: 0.2315 loss_giou_2: 0.3726 loss_ce_3: 0.354 loss_bbox_3: 0.2209 loss_giou_3: 0.3607 loss_ce_4: 0.343 loss_bbox_4: 0.2174 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 22:05:54] d2.utils.events INFO: eta: 1 day, 2:36:59 iter: 109179 total_loss: 6.027 loss_ce: 0.3266 loss_bbox: 0.1953 loss_giou: 0.3487 loss_ce_0: 0.5281 loss_bbox_0: 0.3482 loss_giou_0: 0.5351 loss_ce_1: 0.4159 loss_bbox_1: 0.2371 loss_giou_1: 0.4026 loss_ce_2: 0.3706 loss_bbox_2: 0.2104 loss_giou_2: 0.3737 loss_ce_3: 0.3467 loss_bbox_3: 0.1993 loss_giou_3: 0.3561 loss_ce_4: 0.3294 loss_bbox_4: 0.1975 loss_giou_4: 0.35 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:00] d2.utils.events INFO: eta: 1 day, 2:37:47 iter: 109199 total_loss: 5.963 loss_ce: 0.3202 loss_bbox: 0.1973 loss_giou: 0.3554 loss_ce_0: 0.5056 loss_bbox_0: 0.3416 loss_giou_0: 0.55 loss_ce_1: 0.4083 loss_bbox_1: 0.2197 loss_giou_1: 0.4073 loss_ce_2: 0.3633 loss_bbox_2: 0.2028 loss_giou_2: 0.373 loss_ce_3: 0.33 loss_bbox_3: 0.2011 loss_giou_3: 0.3694 loss_ce_4: 0.3255 loss_bbox_4: 0.1962 loss_giou_4: 0.3632 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:05] d2.utils.events INFO: eta: 1 day, 2:37:57 iter: 109219 total_loss: 6.265 loss_ce: 0.3377 loss_bbox: 0.2168 loss_giou: 0.3766 loss_ce_0: 0.525 loss_bbox_0: 0.3638 loss_giou_0: 0.5651 loss_ce_1: 0.4171 loss_bbox_1: 0.2544 loss_giou_1: 0.4303 loss_ce_2: 0.3635 loss_bbox_2: 0.2273 loss_giou_2: 0.4027 loss_ce_3: 0.3421 loss_bbox_3: 0.2215 loss_giou_3: 0.3845 loss_ce_4: 0.3296 loss_bbox_4: 0.2194 loss_giou_4: 0.3789 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:11] d2.utils.events INFO: eta: 1 day, 2:37:58 iter: 109239 total_loss: 6.24 loss_ce: 0.3713 loss_bbox: 0.2022 loss_giou: 0.337 loss_ce_0: 0.5325 loss_bbox_0: 0.3316 loss_giou_0: 0.5061 loss_ce_1: 0.4527 loss_bbox_1: 0.2259 loss_giou_1: 0.3756 loss_ce_2: 0.396 loss_bbox_2: 0.2076 loss_giou_2: 0.3476 loss_ce_3: 0.3643 loss_bbox_3: 0.201 loss_giou_3: 0.3418 loss_ce_4: 0.3614 loss_bbox_4: 0.2008 loss_giou_4: 0.342 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:17] d2.utils.events INFO: eta: 1 day, 2:38:04 iter: 109259 total_loss: 6.004 loss_ce: 0.3422 loss_bbox: 0.1931 loss_giou: 0.3562 loss_ce_0: 0.5335 loss_bbox_0: 0.3281 loss_giou_0: 0.5341 loss_ce_1: 0.4419 loss_bbox_1: 0.2239 loss_giou_1: 0.3985 loss_ce_2: 0.3717 loss_bbox_2: 0.2133 loss_giou_2: 0.3708 loss_ce_3: 0.3381 loss_bbox_3: 0.1999 loss_giou_3: 0.3572 loss_ce_4: 0.3406 loss_bbox_4: 0.1954 loss_giou_4: 0.3561 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:22] d2.utils.events INFO: eta: 1 day, 2:37:25 iter: 109279 total_loss: 5.995 loss_ce: 0.3441 loss_bbox: 0.1927 loss_giou: 0.3347 loss_ce_0: 0.5205 loss_bbox_0: 0.3238 loss_giou_0: 0.5123 loss_ce_1: 0.4161 loss_bbox_1: 0.2225 loss_giou_1: 0.3658 loss_ce_2: 0.3694 loss_bbox_2: 0.2014 loss_giou_2: 0.3446 loss_ce_3: 0.3477 loss_bbox_3: 0.1965 loss_giou_3: 0.335 loss_ce_4: 0.3336 loss_bbox_4: 0.1934 loss_giou_4: 0.3362 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:28] d2.utils.events INFO: eta: 1 day, 2:37:27 iter: 109299 total_loss: 6.464 loss_ce: 0.3585 loss_bbox: 0.2125 loss_giou: 0.3917 loss_ce_0: 0.533 loss_bbox_0: 0.3426 loss_giou_0: 0.593 loss_ce_1: 0.4529 loss_bbox_1: 0.2496 loss_giou_1: 0.4455 loss_ce_2: 0.3839 loss_bbox_2: 0.2262 loss_giou_2: 0.4137 loss_ce_3: 0.3602 loss_bbox_3: 0.2148 loss_giou_3: 0.4026 loss_ce_4: 0.3561 loss_bbox_4: 0.2101 loss_giou_4: 0.3936 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:34] d2.utils.events INFO: eta: 1 day, 2:37:29 iter: 109319 total_loss: 6.238 loss_ce: 0.3228 loss_bbox: 0.2246 loss_giou: 0.3577 loss_ce_0: 0.5397 loss_bbox_0: 0.3422 loss_giou_0: 0.5321 loss_ce_1: 0.4316 loss_bbox_1: 0.2512 loss_giou_1: 0.3985 loss_ce_2: 0.3487 loss_bbox_2: 0.2353 loss_giou_2: 0.3686 loss_ce_3: 0.3247 loss_bbox_3: 0.2309 loss_giou_3: 0.3693 loss_ce_4: 0.3237 loss_bbox_4: 0.2305 loss_giou_4: 0.3544 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:39] d2.utils.events INFO: eta: 1 day, 2:37:16 iter: 109339 total_loss: 6.15 loss_ce: 0.344 loss_bbox: 0.1972 loss_giou: 0.3501 loss_ce_0: 0.5371 loss_bbox_0: 0.3422 loss_giou_0: 0.5368 loss_ce_1: 0.4368 loss_bbox_1: 0.2355 loss_giou_1: 0.3916 loss_ce_2: 0.3701 loss_bbox_2: 0.2159 loss_giou_2: 0.3647 loss_ce_3: 0.3576 loss_bbox_3: 0.2075 loss_giou_3: 0.3634 loss_ce_4: 0.3343 loss_bbox_4: 0.199 loss_giou_4: 0.3616 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:45] d2.utils.events INFO: eta: 1 day, 2:37:10 iter: 109359 total_loss: 6.128 loss_ce: 0.3257 loss_bbox: 0.2042 loss_giou: 0.3584 loss_ce_0: 0.5224 loss_bbox_0: 0.3386 loss_giou_0: 0.574 loss_ce_1: 0.4052 loss_bbox_1: 0.2358 loss_giou_1: 0.4084 loss_ce_2: 0.3451 loss_bbox_2: 0.2138 loss_giou_2: 0.3783 loss_ce_3: 0.33 loss_bbox_3: 0.2129 loss_giou_3: 0.3679 loss_ce_4: 0.3282 loss_bbox_4: 0.2065 loss_giou_4: 0.3594 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:51] d2.utils.events INFO: eta: 1 day, 2:36:43 iter: 109379 total_loss: 5.986 loss_ce: 0.3189 loss_bbox: 0.2084 loss_giou: 0.3438 loss_ce_0: 0.5263 loss_bbox_0: 0.3482 loss_giou_0: 0.5208 loss_ce_1: 0.415 loss_bbox_1: 0.2422 loss_giou_1: 0.3909 loss_ce_2: 0.3463 loss_bbox_2: 0.2201 loss_giou_2: 0.3624 loss_ce_3: 0.3247 loss_bbox_3: 0.2144 loss_giou_3: 0.3517 loss_ce_4: 0.3203 loss_bbox_4: 0.2131 loss_giou_4: 0.3444 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 22:06:56] d2.utils.events INFO: eta: 1 day, 2:36:49 iter: 109399 total_loss: 6.457 loss_ce: 0.3546 loss_bbox: 0.2 loss_giou: 0.3675 loss_ce_0: 0.5508 loss_bbox_0: 0.345 loss_giou_0: 0.5679 loss_ce_1: 0.4487 loss_bbox_1: 0.2327 loss_giou_1: 0.4251 loss_ce_2: 0.3952 loss_bbox_2: 0.2095 loss_giou_2: 0.3909 loss_ce_3: 0.3553 loss_bbox_3: 0.209 loss_giou_3: 0.3756 loss_ce_4: 0.3565 loss_bbox_4: 0.206 loss_giou_4: 0.3704 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:02] d2.utils.events INFO: eta: 1 day, 2:37:39 iter: 109419 total_loss: 6.153 loss_ce: 0.2991 loss_bbox: 0.1917 loss_giou: 0.359 loss_ce_0: 0.516 loss_bbox_0: 0.3354 loss_giou_0: 0.5603 loss_ce_1: 0.4077 loss_bbox_1: 0.2389 loss_giou_1: 0.4095 loss_ce_2: 0.3419 loss_bbox_2: 0.2074 loss_giou_2: 0.3717 loss_ce_3: 0.3091 loss_bbox_3: 0.194 loss_giou_3: 0.3697 loss_ce_4: 0.2988 loss_bbox_4: 0.1975 loss_giou_4: 0.3611 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:08] d2.utils.events INFO: eta: 1 day, 2:38:02 iter: 109439 total_loss: 6.353 loss_ce: 0.3386 loss_bbox: 0.203 loss_giou: 0.3682 loss_ce_0: 0.5395 loss_bbox_0: 0.3333 loss_giou_0: 0.5703 loss_ce_1: 0.4301 loss_bbox_1: 0.2406 loss_giou_1: 0.4241 loss_ce_2: 0.3726 loss_bbox_2: 0.2128 loss_giou_2: 0.3852 loss_ce_3: 0.3459 loss_bbox_3: 0.2073 loss_giou_3: 0.3697 loss_ce_4: 0.336 loss_bbox_4: 0.2049 loss_giou_4: 0.3695 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:14] d2.utils.events INFO: eta: 1 day, 2:38:04 iter: 109459 total_loss: 6.255 loss_ce: 0.3324 loss_bbox: 0.1964 loss_giou: 0.3793 loss_ce_0: 0.5332 loss_bbox_0: 0.314 loss_giou_0: 0.5989 loss_ce_1: 0.4288 loss_bbox_1: 0.2235 loss_giou_1: 0.4265 loss_ce_2: 0.3639 loss_bbox_2: 0.2057 loss_giou_2: 0.3908 loss_ce_3: 0.3317 loss_bbox_3: 0.203 loss_giou_3: 0.3784 loss_ce_4: 0.3289 loss_bbox_4: 0.2018 loss_giou_4: 0.3786 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:19] d2.utils.events INFO: eta: 1 day, 2:38:13 iter: 109479 total_loss: 6.359 loss_ce: 0.3383 loss_bbox: 0.1966 loss_giou: 0.3916 loss_ce_0: 0.5318 loss_bbox_0: 0.355 loss_giou_0: 0.576 loss_ce_1: 0.4285 loss_bbox_1: 0.2351 loss_giou_1: 0.4257 loss_ce_2: 0.3609 loss_bbox_2: 0.2178 loss_giou_2: 0.4045 loss_ce_3: 0.3434 loss_bbox_3: 0.2075 loss_giou_3: 0.3975 loss_ce_4: 0.3436 loss_bbox_4: 0.2001 loss_giou_4: 0.3922 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:25] d2.utils.events INFO: eta: 1 day, 2:38:12 iter: 109499 total_loss: 6.225 loss_ce: 0.3267 loss_bbox: 0.2089 loss_giou: 0.3538 loss_ce_0: 0.5186 loss_bbox_0: 0.3471 loss_giou_0: 0.5551 loss_ce_1: 0.4224 loss_bbox_1: 0.2338 loss_giou_1: 0.4137 loss_ce_2: 0.362 loss_bbox_2: 0.2167 loss_giou_2: 0.375 loss_ce_3: 0.3312 loss_bbox_3: 0.2137 loss_giou_3: 0.3633 loss_ce_4: 0.3268 loss_bbox_4: 0.2116 loss_giou_4: 0.353 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:31] d2.utils.events INFO: eta: 1 day, 2:38:32 iter: 109519 total_loss: 6.333 loss_ce: 0.3433 loss_bbox: 0.2124 loss_giou: 0.3727 loss_ce_0: 0.5222 loss_bbox_0: 0.3417 loss_giou_0: 0.5527 loss_ce_1: 0.4209 loss_bbox_1: 0.2445 loss_giou_1: 0.4352 loss_ce_2: 0.3675 loss_bbox_2: 0.223 loss_giou_2: 0.4004 loss_ce_3: 0.346 loss_bbox_3: 0.2162 loss_giou_3: 0.3845 loss_ce_4: 0.3378 loss_bbox_4: 0.2152 loss_giou_4: 0.3781 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:36] d2.utils.events INFO: eta: 1 day, 2:38:07 iter: 109539 total_loss: 6.341 loss_ce: 0.3618 loss_bbox: 0.192 loss_giou: 0.3461 loss_ce_0: 0.5572 loss_bbox_0: 0.3455 loss_giou_0: 0.5572 loss_ce_1: 0.4471 loss_bbox_1: 0.2288 loss_giou_1: 0.4072 loss_ce_2: 0.382 loss_bbox_2: 0.2045 loss_giou_2: 0.3681 loss_ce_3: 0.3679 loss_bbox_3: 0.1967 loss_giou_3: 0.3552 loss_ce_4: 0.3592 loss_bbox_4: 0.1954 loss_giou_4: 0.3482 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:42] d2.utils.events INFO: eta: 1 day, 2:37:55 iter: 109559 total_loss: 6.34 loss_ce: 0.3473 loss_bbox: 0.1966 loss_giou: 0.3698 loss_ce_0: 0.5371 loss_bbox_0: 0.3287 loss_giou_0: 0.5668 loss_ce_1: 0.4439 loss_bbox_1: 0.2289 loss_giou_1: 0.4146 loss_ce_2: 0.3724 loss_bbox_2: 0.2066 loss_giou_2: 0.3841 loss_ce_3: 0.3533 loss_bbox_3: 0.1997 loss_giou_3: 0.3763 loss_ce_4: 0.3466 loss_bbox_4: 0.198 loss_giou_4: 0.3738 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:48] d2.utils.events INFO: eta: 1 day, 2:37:51 iter: 109579 total_loss: 6.188 loss_ce: 0.3588 loss_bbox: 0.1879 loss_giou: 0.3522 loss_ce_0: 0.5446 loss_bbox_0: 0.3336 loss_giou_0: 0.5435 loss_ce_1: 0.4498 loss_bbox_1: 0.2293 loss_giou_1: 0.398 loss_ce_2: 0.3866 loss_bbox_2: 0.2059 loss_giou_2: 0.3761 loss_ce_3: 0.3637 loss_bbox_3: 0.1922 loss_giou_3: 0.3668 loss_ce_4: 0.3645 loss_bbox_4: 0.1905 loss_giou_4: 0.3584 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:53] d2.utils.events INFO: eta: 1 day, 2:38:01 iter: 109599 total_loss: 5.86 loss_ce: 0.2987 loss_bbox: 0.1866 loss_giou: 0.3492 loss_ce_0: 0.4938 loss_bbox_0: 0.3196 loss_giou_0: 0.5189 loss_ce_1: 0.4077 loss_bbox_1: 0.2324 loss_giou_1: 0.3921 loss_ce_2: 0.3471 loss_bbox_2: 0.2022 loss_giou_2: 0.3636 loss_ce_3: 0.3124 loss_bbox_3: 0.2015 loss_giou_3: 0.3546 loss_ce_4: 0.3021 loss_bbox_4: 0.191 loss_giou_4: 0.3515 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 22:07:59] d2.utils.events INFO: eta: 1 day, 2:38:08 iter: 109619 total_loss: 6.039 loss_ce: 0.3089 loss_bbox: 0.2056 loss_giou: 0.3756 loss_ce_0: 0.5134 loss_bbox_0: 0.3466 loss_giou_0: 0.5508 loss_ce_1: 0.4207 loss_bbox_1: 0.2366 loss_giou_1: 0.4204 loss_ce_2: 0.3467 loss_bbox_2: 0.2109 loss_giou_2: 0.3964 loss_ce_3: 0.3124 loss_bbox_3: 0.2081 loss_giou_3: 0.3826 loss_ce_4: 0.3095 loss_bbox_4: 0.202 loss_giou_4: 0.3775 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:05] d2.utils.events INFO: eta: 1 day, 2:38:09 iter: 109639 total_loss: 6.287 loss_ce: 0.3355 loss_bbox: 0.2097 loss_giou: 0.3643 loss_ce_0: 0.5377 loss_bbox_0: 0.3441 loss_giou_0: 0.5379 loss_ce_1: 0.4259 loss_bbox_1: 0.2445 loss_giou_1: 0.4186 loss_ce_2: 0.373 loss_bbox_2: 0.2169 loss_giou_2: 0.3731 loss_ce_3: 0.3548 loss_bbox_3: 0.2091 loss_giou_3: 0.367 loss_ce_4: 0.3406 loss_bbox_4: 0.2121 loss_giou_4: 0.3618 time: 0.2803 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:11] d2.utils.events INFO: eta: 1 day, 2:37:33 iter: 109659 total_loss: 6.436 loss_ce: 0.3462 loss_bbox: 0.1972 loss_giou: 0.3697 loss_ce_0: 0.5474 loss_bbox_0: 0.3437 loss_giou_0: 0.5404 loss_ce_1: 0.4402 loss_bbox_1: 0.234 loss_giou_1: 0.422 loss_ce_2: 0.388 loss_bbox_2: 0.208 loss_giou_2: 0.3803 loss_ce_3: 0.3515 loss_bbox_3: 0.2044 loss_giou_3: 0.3711 loss_ce_4: 0.3527 loss_bbox_4: 0.2032 loss_giou_4: 0.3728 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:16] d2.utils.events INFO: eta: 1 day, 2:37:39 iter: 109679 total_loss: 5.925 loss_ce: 0.3099 loss_bbox: 0.1989 loss_giou: 0.3553 loss_ce_0: 0.5145 loss_bbox_0: 0.3432 loss_giou_0: 0.5386 loss_ce_1: 0.4025 loss_bbox_1: 0.2229 loss_giou_1: 0.395 loss_ce_2: 0.3508 loss_bbox_2: 0.2016 loss_giou_2: 0.366 loss_ce_3: 0.3176 loss_bbox_3: 0.1977 loss_giou_3: 0.3611 loss_ce_4: 0.3084 loss_bbox_4: 0.2011 loss_giou_4: 0.3575 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:22] d2.utils.events INFO: eta: 1 day, 2:37:17 iter: 109699 total_loss: 5.85 loss_ce: 0.3221 loss_bbox: 0.2021 loss_giou: 0.3431 loss_ce_0: 0.5125 loss_bbox_0: 0.3437 loss_giou_0: 0.5218 loss_ce_1: 0.4207 loss_bbox_1: 0.2334 loss_giou_1: 0.3874 loss_ce_2: 0.3468 loss_bbox_2: 0.2134 loss_giou_2: 0.3625 loss_ce_3: 0.3289 loss_bbox_3: 0.205 loss_giou_3: 0.3541 loss_ce_4: 0.3236 loss_bbox_4: 0.2047 loss_giou_4: 0.3472 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:28] d2.utils.events INFO: eta: 1 day, 2:37:12 iter: 109719 total_loss: 6.333 loss_ce: 0.3301 loss_bbox: 0.1996 loss_giou: 0.3817 loss_ce_0: 0.5282 loss_bbox_0: 0.3475 loss_giou_0: 0.5626 loss_ce_1: 0.4185 loss_bbox_1: 0.2349 loss_giou_1: 0.4193 loss_ce_2: 0.3663 loss_bbox_2: 0.2187 loss_giou_2: 0.3843 loss_ce_3: 0.327 loss_bbox_3: 0.2114 loss_giou_3: 0.3822 loss_ce_4: 0.3266 loss_bbox_4: 0.2064 loss_giou_4: 0.3825 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:33] d2.utils.events INFO: eta: 1 day, 2:37:04 iter: 109739 total_loss: 5.994 loss_ce: 0.3214 loss_bbox: 0.1937 loss_giou: 0.3365 loss_ce_0: 0.5234 loss_bbox_0: 0.3355 loss_giou_0: 0.5359 loss_ce_1: 0.4129 loss_bbox_1: 0.2277 loss_giou_1: 0.3974 loss_ce_2: 0.3558 loss_bbox_2: 0.2109 loss_giou_2: 0.3592 loss_ce_3: 0.3308 loss_bbox_3: 0.2019 loss_giou_3: 0.3456 loss_ce_4: 0.327 loss_bbox_4: 0.1962 loss_giou_4: 0.3356 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:39] d2.utils.events INFO: eta: 1 day, 2:36:50 iter: 109759 total_loss: 6.475 loss_ce: 0.3474 loss_bbox: 0.2074 loss_giou: 0.3874 loss_ce_0: 0.5406 loss_bbox_0: 0.3461 loss_giou_0: 0.5909 loss_ce_1: 0.4438 loss_bbox_1: 0.2423 loss_giou_1: 0.4375 loss_ce_2: 0.3883 loss_bbox_2: 0.2194 loss_giou_2: 0.4039 loss_ce_3: 0.3564 loss_bbox_3: 0.213 loss_giou_3: 0.3937 loss_ce_4: 0.3538 loss_bbox_4: 0.2113 loss_giou_4: 0.3901 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:45] d2.utils.events INFO: eta: 1 day, 2:36:55 iter: 109779 total_loss: 6.145 loss_ce: 0.3329 loss_bbox: 0.2219 loss_giou: 0.3561 loss_ce_0: 0.5328 loss_bbox_0: 0.3635 loss_giou_0: 0.5421 loss_ce_1: 0.4336 loss_bbox_1: 0.2542 loss_giou_1: 0.4219 loss_ce_2: 0.3724 loss_bbox_2: 0.2275 loss_giou_2: 0.3792 loss_ce_3: 0.3371 loss_bbox_3: 0.2242 loss_giou_3: 0.3695 loss_ce_4: 0.3336 loss_bbox_4: 0.2235 loss_giou_4: 0.3581 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:50] d2.utils.events INFO: eta: 1 day, 2:37:39 iter: 109799 total_loss: 6.271 loss_ce: 0.3588 loss_bbox: 0.2062 loss_giou: 0.3476 loss_ce_0: 0.548 loss_bbox_0: 0.3556 loss_giou_0: 0.5578 loss_ce_1: 0.4518 loss_bbox_1: 0.2452 loss_giou_1: 0.3931 loss_ce_2: 0.3918 loss_bbox_2: 0.2193 loss_giou_2: 0.3635 loss_ce_3: 0.3617 loss_bbox_3: 0.2131 loss_giou_3: 0.3535 loss_ce_4: 0.3533 loss_bbox_4: 0.2057 loss_giou_4: 0.3508 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 22:08:56] d2.utils.events INFO: eta: 1 day, 2:37:25 iter: 109819 total_loss: 6.198 loss_ce: 0.3479 loss_bbox: 0.1999 loss_giou: 0.3581 loss_ce_0: 0.5384 loss_bbox_0: 0.3369 loss_giou_0: 0.5601 loss_ce_1: 0.4611 loss_bbox_1: 0.2334 loss_giou_1: 0.4037 loss_ce_2: 0.3937 loss_bbox_2: 0.2117 loss_giou_2: 0.3784 loss_ce_3: 0.3655 loss_bbox_3: 0.2037 loss_giou_3: 0.3678 loss_ce_4: 0.3535 loss_bbox_4: 0.2004 loss_giou_4: 0.363 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 22:09:02] d2.utils.events INFO: eta: 1 day, 2:37:28 iter: 109839 total_loss: 6.442 loss_ce: 0.3598 loss_bbox: 0.1922 loss_giou: 0.3673 loss_ce_0: 0.5379 loss_bbox_0: 0.3355 loss_giou_0: 0.5737 loss_ce_1: 0.4459 loss_bbox_1: 0.2359 loss_giou_1: 0.4135 loss_ce_2: 0.3884 loss_bbox_2: 0.2127 loss_giou_2: 0.3821 loss_ce_3: 0.3709 loss_bbox_3: 0.203 loss_giou_3: 0.3691 loss_ce_4: 0.3632 loss_bbox_4: 0.1967 loss_giou_4: 0.3653 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 22:09:07] d2.utils.events INFO: eta: 1 day, 2:37:29 iter: 109859 total_loss: 6.434 loss_ce: 0.3715 loss_bbox: 0.2034 loss_giou: 0.3852 loss_ce_0: 0.5566 loss_bbox_0: 0.3564 loss_giou_0: 0.5945 loss_ce_1: 0.4587 loss_bbox_1: 0.2472 loss_giou_1: 0.4432 loss_ce_2: 0.3944 loss_bbox_2: 0.2213 loss_giou_2: 0.4007 loss_ce_3: 0.3683 loss_bbox_3: 0.2146 loss_giou_3: 0.3955 loss_ce_4: 0.3703 loss_bbox_4: 0.2057 loss_giou_4: 0.3886 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 22:09:13] d2.utils.events INFO: eta: 1 day, 2:38:01 iter: 109879 total_loss: 6.177 loss_ce: 0.3225 loss_bbox: 0.188 loss_giou: 0.3508 loss_ce_0: 0.5224 loss_bbox_0: 0.3442 loss_giou_0: 0.5331 loss_ce_1: 0.4247 loss_bbox_1: 0.2282 loss_giou_1: 0.393 loss_ce_2: 0.3756 loss_bbox_2: 0.2002 loss_giou_2: 0.3647 loss_ce_3: 0.3409 loss_bbox_3: 0.1956 loss_giou_3: 0.3559 loss_ce_4: 0.327 loss_bbox_4: 0.1913 loss_giou_4: 0.3541 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:09:19] d2.utils.events INFO: eta: 1 day, 2:38:11 iter: 109899 total_loss: 6.179 loss_ce: 0.3372 loss_bbox: 0.2128 loss_giou: 0.3618 loss_ce_0: 0.5252 loss_bbox_0: 0.3505 loss_giou_0: 0.5495 loss_ce_1: 0.4391 loss_bbox_1: 0.2404 loss_giou_1: 0.4095 loss_ce_2: 0.3672 loss_bbox_2: 0.2267 loss_giou_2: 0.3812 loss_ce_3: 0.3403 loss_bbox_3: 0.2206 loss_giou_3: 0.3743 loss_ce_4: 0.3325 loss_bbox_4: 0.2172 loss_giou_4: 0.3686 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 22:09:25] d2.utils.events INFO: eta: 1 day, 2:37:45 iter: 109919 total_loss: 6.328 loss_ce: 0.3536 loss_bbox: 0.2075 loss_giou: 0.3482 loss_ce_0: 0.5303 loss_bbox_0: 0.3392 loss_giou_0: 0.543 loss_ce_1: 0.451 loss_bbox_1: 0.2433 loss_giou_1: 0.4 loss_ce_2: 0.3839 loss_bbox_2: 0.2157 loss_giou_2: 0.3638 loss_ce_3: 0.3668 loss_bbox_3: 0.2101 loss_giou_3: 0.3527 loss_ce_4: 0.3547 loss_bbox_4: 0.2052 loss_giou_4: 0.3519 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 22:09:30] d2.utils.events INFO: eta: 1 day, 2:37:58 iter: 109939 total_loss: 6.269 loss_ce: 0.3471 loss_bbox: 0.1908 loss_giou: 0.3623 loss_ce_0: 0.5425 loss_bbox_0: 0.3402 loss_giou_0: 0.5483 loss_ce_1: 0.4442 loss_bbox_1: 0.2301 loss_giou_1: 0.4112 loss_ce_2: 0.3921 loss_bbox_2: 0.2055 loss_giou_2: 0.3791 loss_ce_3: 0.363 loss_bbox_3: 0.1949 loss_giou_3: 0.3706 loss_ce_4: 0.3465 loss_bbox_4: 0.1943 loss_giou_4: 0.3645 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 22:09:33] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 22:09:34] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 22:09:34] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 22:09:34] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 22:09:34] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 22:09:35] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 22:09:42] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0032 s/iter. Inference: 0.0473 s/iter. Eval: 0.0004 s/iter. Total: 0.0509 s/iter. ETA=0:00:31 [11/02 22:09:47] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0029 s/iter. Inference: 0.0484 s/iter. Eval: 0.0004 s/iter. Total: 0.0518 s/iter. ETA=0:00:26 [11/02 22:09:52] d2.evaluation.evaluator INFO: Inference done 203/625. Dataloading: 0.0031 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:22 [11/02 22:09:57] d2.evaluation.evaluator INFO: Inference done 298/625. Dataloading: 0.0030 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:17 [11/02 22:10:02] d2.evaluation.evaluator INFO: Inference done 393/625. Dataloading: 0.0030 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:12 [11/02 22:10:07] d2.evaluation.evaluator INFO: Inference done 479/625. Dataloading: 0.0030 s/iter. Inference: 0.0501 s/iter. Eval: 0.0004 s/iter. Total: 0.0536 s/iter. ETA=0:00:07 [11/02 22:10:12] d2.evaluation.evaluator INFO: Inference done 575/625. Dataloading: 0.0030 s/iter. Inference: 0.0499 s/iter. Eval: 0.0004 s/iter. Total: 0.0534 s/iter. ETA=0:00:02 [11/02 22:10:15] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.953315 (0.053151 s / iter per device, on 8 devices) [11/02 22:10:15] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049281 s / iter per device, on 8 devices) [11/02 22:10:21] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 22:10:21] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 22:10:23] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 22:10:27] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 22:10:42] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.95 seconds. [11/02 22:10:42] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 22:10:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.39 seconds. [11/02 22:10:43] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 39.630 | 58.315 | 41.928 | 21.862 | 42.593 | 55.566 | [11/02 22:10:43] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 51.488 | bicycle | 26.955 | car | 40.094 | | motorcycle | 39.116 | airplane | 66.540 | bus | 62.695 | | train | 63.577 | truck | 36.305 | boat | 23.283 | | traffic light | 24.646 | fire hydrant | 63.568 | stop sign | 64.652 | | parking meter | 43.200 | bench | 23.969 | bird | 35.728 | | cat | 70.367 | dog | 63.308 | horse | 56.849 | | sheep | 48.113 | cow | 52.534 | elephant | 64.530 | | bear | 72.762 | zebra | 65.421 | giraffe | 64.331 | | backpack | 12.006 | umbrella | 33.892 | handbag | 12.773 | | tie | 27.084 | suitcase | 35.580 | frisbee | 68.916 | | skis | 22.267 | snowboard | 37.119 | sports ball | 45.668 | | kite | 44.644 | baseball bat | 27.903 | baseball glove | 35.176 | | skateboard | 49.503 | surfboard | 36.197 | tennis racket | 44.810 | | bottle | 34.784 | wine glass | 28.805 | cup | 37.234 | | fork | 29.819 | knife | 12.764 | spoon | 13.206 | | bowl | 40.606 | banana | 20.442 | apple | 16.806 | | sandwich | 33.219 | orange | 29.931 | broccoli | 19.221 | | carrot | 18.841 | hot dog | 32.656 | pizza | 51.621 | | donut | 42.762 | cake | 32.834 | chair | 22.543 | | couch | 45.388 | potted plant | 20.927 | bed | 46.683 | | dining table | 28.719 | toilet | 60.435 | tv | 54.802 | | laptop | 58.393 | mouse | 59.113 | remote | 28.032 | | keyboard | 50.512 | cell phone | 34.576 | microwave | 60.092 | | oven | 32.790 | toaster | 19.184 | sink | 33.092 | | refrigerator | 55.622 | book | 10.010 | clock | 49.625 | | vase | 34.659 | scissors | 31.602 | teddy bear | 44.587 | | hair drier | 9.647 | toothbrush | 26.255 | | | [11/02 22:10:44] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 22:10:44] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 22:10:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 22:10:44] d2.evaluation.testing INFO: copypaste: 39.6301,58.3154,41.9284,21.8617,42.5927,55.5665 [11/02 22:10:47] d2.utils.events INFO: eta: 1 day, 2:37:54 iter: 109959 total_loss: 6.029 loss_ce: 0.3262 loss_bbox: 0.1849 loss_giou: 0.3322 loss_ce_0: 0.5283 loss_bbox_0: 0.3278 loss_giou_0: 0.5477 loss_ce_1: 0.4178 loss_bbox_1: 0.2192 loss_giou_1: 0.3943 loss_ce_2: 0.3538 loss_bbox_2: 0.194 loss_giou_2: 0.3462 loss_ce_3: 0.3262 loss_bbox_3: 0.1933 loss_giou_3: 0.337 loss_ce_4: 0.3304 loss_bbox_4: 0.1906 loss_giou_4: 0.3342 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 22:10:53] d2.utils.events INFO: eta: 1 day, 2:37:51 iter: 109979 total_loss: 6.196 loss_ce: 0.348 loss_bbox: 0.2015 loss_giou: 0.3653 loss_ce_0: 0.5336 loss_bbox_0: 0.3349 loss_giou_0: 0.5343 loss_ce_1: 0.4456 loss_bbox_1: 0.2337 loss_giou_1: 0.3993 loss_ce_2: 0.3677 loss_bbox_2: 0.2102 loss_giou_2: 0.3821 loss_ce_3: 0.3551 loss_bbox_3: 0.2068 loss_giou_3: 0.3686 loss_ce_4: 0.3549 loss_bbox_4: 0.2025 loss_giou_4: 0.3648 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:10:59] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0109999.pth [11/02 22:11:01] d2.utils.events INFO: eta: 1 day, 2:37:45 iter: 109999 total_loss: 6.352 loss_ce: 0.3531 loss_bbox: 0.2048 loss_giou: 0.3696 loss_ce_0: 0.5369 loss_bbox_0: 0.3491 loss_giou_0: 0.5478 loss_ce_1: 0.444 loss_bbox_1: 0.2426 loss_giou_1: 0.4205 loss_ce_2: 0.3809 loss_bbox_2: 0.2177 loss_giou_2: 0.3918 loss_ce_3: 0.3555 loss_bbox_3: 0.2039 loss_giou_3: 0.379 loss_ce_4: 0.3507 loss_bbox_4: 0.2042 loss_giou_4: 0.3688 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:06] d2.utils.events INFO: eta: 1 day, 2:37:17 iter: 110019 total_loss: 6.121 loss_ce: 0.3253 loss_bbox: 0.1838 loss_giou: 0.3596 loss_ce_0: 0.522 loss_bbox_0: 0.3208 loss_giou_0: 0.5584 loss_ce_1: 0.4157 loss_bbox_1: 0.2168 loss_giou_1: 0.4192 loss_ce_2: 0.3552 loss_bbox_2: 0.2038 loss_giou_2: 0.3721 loss_ce_3: 0.3327 loss_bbox_3: 0.1988 loss_giou_3: 0.3619 loss_ce_4: 0.3237 loss_bbox_4: 0.1886 loss_giou_4: 0.3638 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:12] d2.utils.events INFO: eta: 1 day, 2:36:41 iter: 110039 total_loss: 6.205 loss_ce: 0.3444 loss_bbox: 0.2071 loss_giou: 0.3625 loss_ce_0: 0.5143 loss_bbox_0: 0.339 loss_giou_0: 0.5456 loss_ce_1: 0.4311 loss_bbox_1: 0.2414 loss_giou_1: 0.4133 loss_ce_2: 0.3808 loss_bbox_2: 0.21 loss_giou_2: 0.3724 loss_ce_3: 0.3449 loss_bbox_3: 0.2062 loss_giou_3: 0.3652 loss_ce_4: 0.343 loss_bbox_4: 0.2032 loss_giou_4: 0.3613 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:18] d2.utils.events INFO: eta: 1 day, 2:36:33 iter: 110059 total_loss: 5.974 loss_ce: 0.3295 loss_bbox: 0.1979 loss_giou: 0.3481 loss_ce_0: 0.5393 loss_bbox_0: 0.3287 loss_giou_0: 0.5484 loss_ce_1: 0.4336 loss_bbox_1: 0.2321 loss_giou_1: 0.3986 loss_ce_2: 0.3841 loss_bbox_2: 0.2056 loss_giou_2: 0.3646 loss_ce_3: 0.3549 loss_bbox_3: 0.2047 loss_giou_3: 0.3526 loss_ce_4: 0.335 loss_bbox_4: 0.1992 loss_giou_4: 0.3527 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:23] d2.utils.events INFO: eta: 1 day, 2:36:27 iter: 110079 total_loss: 6.151 loss_ce: 0.3309 loss_bbox: 0.1974 loss_giou: 0.3455 loss_ce_0: 0.5318 loss_bbox_0: 0.3419 loss_giou_0: 0.5355 loss_ce_1: 0.4357 loss_bbox_1: 0.2465 loss_giou_1: 0.3988 loss_ce_2: 0.3716 loss_bbox_2: 0.216 loss_giou_2: 0.3677 loss_ce_3: 0.3379 loss_bbox_3: 0.2117 loss_giou_3: 0.3553 loss_ce_4: 0.3341 loss_bbox_4: 0.2036 loss_giou_4: 0.3505 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:29] d2.utils.events INFO: eta: 1 day, 2:36:24 iter: 110099 total_loss: 6.068 loss_ce: 0.347 loss_bbox: 0.1887 loss_giou: 0.355 loss_ce_0: 0.5282 loss_bbox_0: 0.3345 loss_giou_0: 0.5269 loss_ce_1: 0.4305 loss_bbox_1: 0.2299 loss_giou_1: 0.4008 loss_ce_2: 0.3779 loss_bbox_2: 0.2051 loss_giou_2: 0.3643 loss_ce_3: 0.3534 loss_bbox_3: 0.1977 loss_giou_3: 0.3625 loss_ce_4: 0.3414 loss_bbox_4: 0.1896 loss_giou_4: 0.3587 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:35] d2.utils.events INFO: eta: 1 day, 2:35:35 iter: 110119 total_loss: 6.294 loss_ce: 0.3549 loss_bbox: 0.2066 loss_giou: 0.3536 loss_ce_0: 0.5276 loss_bbox_0: 0.3486 loss_giou_0: 0.5325 loss_ce_1: 0.4336 loss_bbox_1: 0.2487 loss_giou_1: 0.3993 loss_ce_2: 0.3753 loss_bbox_2: 0.2211 loss_giou_2: 0.3723 loss_ce_3: 0.3652 loss_bbox_3: 0.2146 loss_giou_3: 0.3682 loss_ce_4: 0.3555 loss_bbox_4: 0.2112 loss_giou_4: 0.3609 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:41] d2.utils.events INFO: eta: 1 day, 2:35:47 iter: 110139 total_loss: 6.559 loss_ce: 0.3683 loss_bbox: 0.2141 loss_giou: 0.3477 loss_ce_0: 0.5696 loss_bbox_0: 0.3613 loss_giou_0: 0.5351 loss_ce_1: 0.452 loss_bbox_1: 0.2467 loss_giou_1: 0.4132 loss_ce_2: 0.3969 loss_bbox_2: 0.2302 loss_giou_2: 0.3683 loss_ce_3: 0.3688 loss_bbox_3: 0.2219 loss_giou_3: 0.3554 loss_ce_4: 0.3675 loss_bbox_4: 0.2149 loss_giou_4: 0.3456 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:46] d2.utils.events INFO: eta: 1 day, 2:35:24 iter: 110159 total_loss: 6.173 loss_ce: 0.3433 loss_bbox: 0.2017 loss_giou: 0.3502 loss_ce_0: 0.5291 loss_bbox_0: 0.334 loss_giou_0: 0.5443 loss_ce_1: 0.4347 loss_bbox_1: 0.2301 loss_giou_1: 0.3927 loss_ce_2: 0.3817 loss_bbox_2: 0.2095 loss_giou_2: 0.367 loss_ce_3: 0.3483 loss_bbox_3: 0.2076 loss_giou_3: 0.3583 loss_ce_4: 0.348 loss_bbox_4: 0.2054 loss_giou_4: 0.3494 time: 0.2803 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:52] d2.utils.events INFO: eta: 1 day, 2:35:10 iter: 110179 total_loss: 6.5 loss_ce: 0.3443 loss_bbox: 0.1948 loss_giou: 0.3658 loss_ce_0: 0.5489 loss_bbox_0: 0.3406 loss_giou_0: 0.569 loss_ce_1: 0.4387 loss_bbox_1: 0.2449 loss_giou_1: 0.4306 loss_ce_2: 0.3853 loss_bbox_2: 0.2092 loss_giou_2: 0.3823 loss_ce_3: 0.3644 loss_bbox_3: 0.2077 loss_giou_3: 0.3713 loss_ce_4: 0.3429 loss_bbox_4: 0.2027 loss_giou_4: 0.3688 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:11:58] d2.utils.events INFO: eta: 1 day, 2:34:55 iter: 110199 total_loss: 6.007 loss_ce: 0.3257 loss_bbox: 0.1869 loss_giou: 0.3476 loss_ce_0: 0.5239 loss_bbox_0: 0.3346 loss_giou_0: 0.5432 loss_ce_1: 0.4263 loss_bbox_1: 0.224 loss_giou_1: 0.4017 loss_ce_2: 0.3743 loss_bbox_2: 0.2022 loss_giou_2: 0.3651 loss_ce_3: 0.335 loss_bbox_3: 0.192 loss_giou_3: 0.3582 loss_ce_4: 0.3282 loss_bbox_4: 0.1933 loss_giou_4: 0.3521 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:03] d2.utils.events INFO: eta: 1 day, 2:34:29 iter: 110219 total_loss: 6.161 loss_ce: 0.3414 loss_bbox: 0.2057 loss_giou: 0.3452 loss_ce_0: 0.5356 loss_bbox_0: 0.3597 loss_giou_0: 0.5375 loss_ce_1: 0.4423 loss_bbox_1: 0.2469 loss_giou_1: 0.4031 loss_ce_2: 0.3847 loss_bbox_2: 0.2185 loss_giou_2: 0.3721 loss_ce_3: 0.3568 loss_bbox_3: 0.2095 loss_giou_3: 0.3563 loss_ce_4: 0.3493 loss_bbox_4: 0.2051 loss_giou_4: 0.3455 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:09] d2.utils.events INFO: eta: 1 day, 2:35:01 iter: 110239 total_loss: 6.34 loss_ce: 0.3561 loss_bbox: 0.2081 loss_giou: 0.3576 loss_ce_0: 0.536 loss_bbox_0: 0.3563 loss_giou_0: 0.553 loss_ce_1: 0.4414 loss_bbox_1: 0.2462 loss_giou_1: 0.4072 loss_ce_2: 0.3902 loss_bbox_2: 0.2245 loss_giou_2: 0.3672 loss_ce_3: 0.3665 loss_bbox_3: 0.2191 loss_giou_3: 0.359 loss_ce_4: 0.3593 loss_bbox_4: 0.2162 loss_giou_4: 0.3581 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:15] d2.utils.events INFO: eta: 1 day, 2:35:37 iter: 110259 total_loss: 6.237 loss_ce: 0.3353 loss_bbox: 0.2098 loss_giou: 0.3635 loss_ce_0: 0.5253 loss_bbox_0: 0.3512 loss_giou_0: 0.5593 loss_ce_1: 0.4247 loss_bbox_1: 0.247 loss_giou_1: 0.4181 loss_ce_2: 0.3783 loss_bbox_2: 0.2248 loss_giou_2: 0.3803 loss_ce_3: 0.3447 loss_bbox_3: 0.2155 loss_giou_3: 0.3762 loss_ce_4: 0.3427 loss_bbox_4: 0.2085 loss_giou_4: 0.3673 time: 0.2803 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:20] d2.utils.events INFO: eta: 1 day, 2:35:31 iter: 110279 total_loss: 6.464 loss_ce: 0.3746 loss_bbox: 0.2031 loss_giou: 0.3699 loss_ce_0: 0.5604 loss_bbox_0: 0.3478 loss_giou_0: 0.5791 loss_ce_1: 0.4656 loss_bbox_1: 0.2418 loss_giou_1: 0.4252 loss_ce_2: 0.3946 loss_bbox_2: 0.2197 loss_giou_2: 0.3903 loss_ce_3: 0.3681 loss_bbox_3: 0.2079 loss_giou_3: 0.372 loss_ce_4: 0.3661 loss_bbox_4: 0.2063 loss_giou_4: 0.3693 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:26] d2.utils.events INFO: eta: 1 day, 2:35:53 iter: 110299 total_loss: 6.38 loss_ce: 0.3602 loss_bbox: 0.1986 loss_giou: 0.372 loss_ce_0: 0.5568 loss_bbox_0: 0.3439 loss_giou_0: 0.5695 loss_ce_1: 0.4547 loss_bbox_1: 0.2318 loss_giou_1: 0.4204 loss_ce_2: 0.3907 loss_bbox_2: 0.2106 loss_giou_2: 0.3869 loss_ce_3: 0.373 loss_bbox_3: 0.2062 loss_giou_3: 0.3782 loss_ce_4: 0.3566 loss_bbox_4: 0.2023 loss_giou_4: 0.3753 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:32] d2.utils.events INFO: eta: 1 day, 2:35:47 iter: 110319 total_loss: 6.022 loss_ce: 0.3285 loss_bbox: 0.1936 loss_giou: 0.3372 loss_ce_0: 0.5266 loss_bbox_0: 0.3238 loss_giou_0: 0.5092 loss_ce_1: 0.4288 loss_bbox_1: 0.2264 loss_giou_1: 0.3822 loss_ce_2: 0.3647 loss_bbox_2: 0.2094 loss_giou_2: 0.3477 loss_ce_3: 0.3406 loss_bbox_3: 0.1983 loss_giou_3: 0.3443 loss_ce_4: 0.337 loss_bbox_4: 0.1936 loss_giou_4: 0.3398 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:38] d2.utils.events INFO: eta: 1 day, 2:35:30 iter: 110339 total_loss: 5.981 loss_ce: 0.3396 loss_bbox: 0.1863 loss_giou: 0.327 loss_ce_0: 0.5282 loss_bbox_0: 0.322 loss_giou_0: 0.5122 loss_ce_1: 0.4253 loss_bbox_1: 0.2225 loss_giou_1: 0.3754 loss_ce_2: 0.3704 loss_bbox_2: 0.1973 loss_giou_2: 0.3421 loss_ce_3: 0.3452 loss_bbox_3: 0.1922 loss_giou_3: 0.3328 loss_ce_4: 0.3424 loss_bbox_4: 0.1882 loss_giou_4: 0.3287 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:43] d2.utils.events INFO: eta: 1 day, 2:35:11 iter: 110359 total_loss: 6.04 loss_ce: 0.339 loss_bbox: 0.1874 loss_giou: 0.3447 loss_ce_0: 0.5061 loss_bbox_0: 0.324 loss_giou_0: 0.5747 loss_ce_1: 0.4215 loss_bbox_1: 0.2288 loss_giou_1: 0.4237 loss_ce_2: 0.352 loss_bbox_2: 0.2082 loss_giou_2: 0.3848 loss_ce_3: 0.3419 loss_bbox_3: 0.1948 loss_giou_3: 0.3599 loss_ce_4: 0.3339 loss_bbox_4: 0.1905 loss_giou_4: 0.3499 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:49] d2.utils.events INFO: eta: 1 day, 2:35:03 iter: 110379 total_loss: 6.076 loss_ce: 0.3622 loss_bbox: 0.1951 loss_giou: 0.3368 loss_ce_0: 0.5231 loss_bbox_0: 0.3412 loss_giou_0: 0.5334 loss_ce_1: 0.4505 loss_bbox_1: 0.2366 loss_giou_1: 0.39 loss_ce_2: 0.387 loss_bbox_2: 0.2003 loss_giou_2: 0.353 loss_ce_3: 0.3594 loss_bbox_3: 0.1991 loss_giou_3: 0.3446 loss_ce_4: 0.3521 loss_bbox_4: 0.1962 loss_giou_4: 0.3358 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 22:12:55] d2.utils.events INFO: eta: 1 day, 2:35:00 iter: 110399 total_loss: 6.186 loss_ce: 0.3291 loss_bbox: 0.1995 loss_giou: 0.3544 loss_ce_0: 0.5293 loss_bbox_0: 0.3317 loss_giou_0: 0.5514 loss_ce_1: 0.4305 loss_bbox_1: 0.2398 loss_giou_1: 0.4037 loss_ce_2: 0.3634 loss_bbox_2: 0.219 loss_giou_2: 0.3719 loss_ce_3: 0.3375 loss_bbox_3: 0.2083 loss_giou_3: 0.3621 loss_ce_4: 0.3289 loss_bbox_4: 0.2004 loss_giou_4: 0.3592 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:00] d2.utils.events INFO: eta: 1 day, 2:34:20 iter: 110419 total_loss: 6.28 loss_ce: 0.3381 loss_bbox: 0.1992 loss_giou: 0.3471 loss_ce_0: 0.5472 loss_bbox_0: 0.3261 loss_giou_0: 0.5378 loss_ce_1: 0.4365 loss_bbox_1: 0.2257 loss_giou_1: 0.4075 loss_ce_2: 0.3725 loss_bbox_2: 0.2132 loss_giou_2: 0.372 loss_ce_3: 0.3456 loss_bbox_3: 0.1985 loss_giou_3: 0.3568 loss_ce_4: 0.3366 loss_bbox_4: 0.2022 loss_giou_4: 0.3515 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:06] d2.utils.events INFO: eta: 1 day, 2:33:12 iter: 110439 total_loss: 6.1 loss_ce: 0.3317 loss_bbox: 0.2071 loss_giou: 0.3404 loss_ce_0: 0.5283 loss_bbox_0: 0.3556 loss_giou_0: 0.539 loss_ce_1: 0.429 loss_bbox_1: 0.2302 loss_giou_1: 0.4012 loss_ce_2: 0.3622 loss_bbox_2: 0.2118 loss_giou_2: 0.3613 loss_ce_3: 0.3398 loss_bbox_3: 0.2043 loss_giou_3: 0.3443 loss_ce_4: 0.3296 loss_bbox_4: 0.2053 loss_giou_4: 0.3431 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:12] d2.utils.events INFO: eta: 1 day, 2:32:37 iter: 110459 total_loss: 5.789 loss_ce: 0.3192 loss_bbox: 0.1888 loss_giou: 0.3385 loss_ce_0: 0.5046 loss_bbox_0: 0.3332 loss_giou_0: 0.5238 loss_ce_1: 0.4115 loss_bbox_1: 0.2199 loss_giou_1: 0.3909 loss_ce_2: 0.3535 loss_bbox_2: 0.2023 loss_giou_2: 0.3592 loss_ce_3: 0.3268 loss_bbox_3: 0.1943 loss_giou_3: 0.3513 loss_ce_4: 0.3183 loss_bbox_4: 0.1901 loss_giou_4: 0.3391 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:17] d2.utils.events INFO: eta: 1 day, 2:32:21 iter: 110479 total_loss: 6.549 loss_ce: 0.3672 loss_bbox: 0.217 loss_giou: 0.3492 loss_ce_0: 0.5368 loss_bbox_0: 0.3626 loss_giou_0: 0.5319 loss_ce_1: 0.4465 loss_bbox_1: 0.2553 loss_giou_1: 0.4126 loss_ce_2: 0.4046 loss_bbox_2: 0.2423 loss_giou_2: 0.3685 loss_ce_3: 0.3683 loss_bbox_3: 0.2291 loss_giou_3: 0.3553 loss_ce_4: 0.359 loss_bbox_4: 0.2243 loss_giou_4: 0.3522 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:23] d2.utils.events INFO: eta: 1 day, 2:32:18 iter: 110499 total_loss: 6.046 loss_ce: 0.321 loss_bbox: 0.2088 loss_giou: 0.3448 loss_ce_0: 0.5221 loss_bbox_0: 0.3497 loss_giou_0: 0.5513 loss_ce_1: 0.4341 loss_bbox_1: 0.2397 loss_giou_1: 0.3986 loss_ce_2: 0.3554 loss_bbox_2: 0.2294 loss_giou_2: 0.3668 loss_ce_3: 0.3289 loss_bbox_3: 0.2202 loss_giou_3: 0.3559 loss_ce_4: 0.3235 loss_bbox_4: 0.2121 loss_giou_4: 0.3478 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:29] d2.utils.events INFO: eta: 1 day, 2:31:46 iter: 110519 total_loss: 6.013 loss_ce: 0.3208 loss_bbox: 0.1973 loss_giou: 0.3391 loss_ce_0: 0.5212 loss_bbox_0: 0.3386 loss_giou_0: 0.5062 loss_ce_1: 0.4205 loss_bbox_1: 0.2335 loss_giou_1: 0.3783 loss_ce_2: 0.3656 loss_bbox_2: 0.214 loss_giou_2: 0.3499 loss_ce_3: 0.3277 loss_bbox_3: 0.2039 loss_giou_3: 0.3473 loss_ce_4: 0.3184 loss_bbox_4: 0.2008 loss_giou_4: 0.3391 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:34] d2.utils.events INFO: eta: 1 day, 2:31:49 iter: 110539 total_loss: 6.379 loss_ce: 0.3374 loss_bbox: 0.207 loss_giou: 0.3509 loss_ce_0: 0.5433 loss_bbox_0: 0.3377 loss_giou_0: 0.5382 loss_ce_1: 0.4384 loss_bbox_1: 0.2376 loss_giou_1: 0.3985 loss_ce_2: 0.3729 loss_bbox_2: 0.2178 loss_giou_2: 0.3862 loss_ce_3: 0.3526 loss_bbox_3: 0.2115 loss_giou_3: 0.3693 loss_ce_4: 0.3384 loss_bbox_4: 0.2038 loss_giou_4: 0.3545 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:40] d2.utils.events INFO: eta: 1 day, 2:32:09 iter: 110559 total_loss: 6.434 loss_ce: 0.3622 loss_bbox: 0.2173 loss_giou: 0.3684 loss_ce_0: 0.5572 loss_bbox_0: 0.3511 loss_giou_0: 0.5567 loss_ce_1: 0.4654 loss_bbox_1: 0.2395 loss_giou_1: 0.4183 loss_ce_2: 0.3995 loss_bbox_2: 0.2249 loss_giou_2: 0.3878 loss_ce_3: 0.3661 loss_bbox_3: 0.2253 loss_giou_3: 0.3775 loss_ce_4: 0.3557 loss_bbox_4: 0.2144 loss_giou_4: 0.3714 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:46] d2.utils.events INFO: eta: 1 day, 2:32:29 iter: 110579 total_loss: 6.472 loss_ce: 0.3602 loss_bbox: 0.2221 loss_giou: 0.3533 loss_ce_0: 0.5409 loss_bbox_0: 0.3463 loss_giou_0: 0.536 loss_ce_1: 0.4508 loss_bbox_1: 0.2495 loss_giou_1: 0.4012 loss_ce_2: 0.4023 loss_bbox_2: 0.2314 loss_giou_2: 0.3745 loss_ce_3: 0.3679 loss_bbox_3: 0.2246 loss_giou_3: 0.3654 loss_ce_4: 0.3655 loss_bbox_4: 0.2223 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:52] d2.utils.events INFO: eta: 1 day, 2:32:32 iter: 110599 total_loss: 6.293 loss_ce: 0.3583 loss_bbox: 0.2049 loss_giou: 0.3671 loss_ce_0: 0.5421 loss_bbox_0: 0.3277 loss_giou_0: 0.5577 loss_ce_1: 0.437 loss_bbox_1: 0.2316 loss_giou_1: 0.4164 loss_ce_2: 0.3904 loss_bbox_2: 0.2168 loss_giou_2: 0.3851 loss_ce_3: 0.3672 loss_bbox_3: 0.2077 loss_giou_3: 0.3721 loss_ce_4: 0.353 loss_bbox_4: 0.2066 loss_giou_4: 0.3703 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 22:13:57] d2.utils.events INFO: eta: 1 day, 2:32:45 iter: 110619 total_loss: 6.312 loss_ce: 0.3392 loss_bbox: 0.2068 loss_giou: 0.3583 loss_ce_0: 0.5348 loss_bbox_0: 0.3519 loss_giou_0: 0.5776 loss_ce_1: 0.4294 loss_bbox_1: 0.2423 loss_giou_1: 0.4173 loss_ce_2: 0.3616 loss_bbox_2: 0.2218 loss_giou_2: 0.3805 loss_ce_3: 0.3393 loss_bbox_3: 0.2124 loss_giou_3: 0.3704 loss_ce_4: 0.3354 loss_bbox_4: 0.2062 loss_giou_4: 0.3641 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:03] d2.utils.events INFO: eta: 1 day, 2:32:28 iter: 110639 total_loss: 6.309 loss_ce: 0.3604 loss_bbox: 0.2023 loss_giou: 0.3624 loss_ce_0: 0.5306 loss_bbox_0: 0.3382 loss_giou_0: 0.5858 loss_ce_1: 0.4531 loss_bbox_1: 0.2278 loss_giou_1: 0.411 loss_ce_2: 0.3998 loss_bbox_2: 0.2186 loss_giou_2: 0.3934 loss_ce_3: 0.3833 loss_bbox_3: 0.2018 loss_giou_3: 0.3736 loss_ce_4: 0.3755 loss_bbox_4: 0.2019 loss_giou_4: 0.3656 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:09] d2.utils.events INFO: eta: 1 day, 2:32:06 iter: 110659 total_loss: 6.216 loss_ce: 0.341 loss_bbox: 0.1969 loss_giou: 0.3347 loss_ce_0: 0.5375 loss_bbox_0: 0.3453 loss_giou_0: 0.5273 loss_ce_1: 0.4396 loss_bbox_1: 0.2393 loss_giou_1: 0.3993 loss_ce_2: 0.3695 loss_bbox_2: 0.2116 loss_giou_2: 0.3671 loss_ce_3: 0.3466 loss_bbox_3: 0.2022 loss_giou_3: 0.341 loss_ce_4: 0.332 loss_bbox_4: 0.2007 loss_giou_4: 0.3365 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:14] d2.utils.events INFO: eta: 1 day, 2:32:51 iter: 110679 total_loss: 6.337 loss_ce: 0.3514 loss_bbox: 0.2049 loss_giou: 0.3568 loss_ce_0: 0.5409 loss_bbox_0: 0.3487 loss_giou_0: 0.5702 loss_ce_1: 0.4533 loss_bbox_1: 0.2325 loss_giou_1: 0.4138 loss_ce_2: 0.3761 loss_bbox_2: 0.2126 loss_giou_2: 0.3856 loss_ce_3: 0.3612 loss_bbox_3: 0.2043 loss_giou_3: 0.3747 loss_ce_4: 0.3568 loss_bbox_4: 0.205 loss_giou_4: 0.3626 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:20] d2.utils.events INFO: eta: 1 day, 2:33:35 iter: 110699 total_loss: 6.335 loss_ce: 0.332 loss_bbox: 0.1964 loss_giou: 0.3567 loss_ce_0: 0.5599 loss_bbox_0: 0.327 loss_giou_0: 0.5565 loss_ce_1: 0.4394 loss_bbox_1: 0.2213 loss_giou_1: 0.4025 loss_ce_2: 0.3616 loss_bbox_2: 0.2061 loss_giou_2: 0.3731 loss_ce_3: 0.3432 loss_bbox_3: 0.1968 loss_giou_3: 0.3685 loss_ce_4: 0.3344 loss_bbox_4: 0.1957 loss_giou_4: 0.3576 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:26] d2.utils.events INFO: eta: 1 day, 2:33:43 iter: 110719 total_loss: 6.422 loss_ce: 0.348 loss_bbox: 0.2037 loss_giou: 0.3598 loss_ce_0: 0.5401 loss_bbox_0: 0.3393 loss_giou_0: 0.5637 loss_ce_1: 0.4376 loss_bbox_1: 0.2447 loss_giou_1: 0.4268 loss_ce_2: 0.3831 loss_bbox_2: 0.2188 loss_giou_2: 0.3897 loss_ce_3: 0.3539 loss_bbox_3: 0.2109 loss_giou_3: 0.3733 loss_ce_4: 0.3457 loss_bbox_4: 0.2066 loss_giou_4: 0.3625 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:31] d2.utils.events INFO: eta: 1 day, 2:33:50 iter: 110739 total_loss: 6.098 loss_ce: 0.3328 loss_bbox: 0.1967 loss_giou: 0.3707 loss_ce_0: 0.5128 loss_bbox_0: 0.3329 loss_giou_0: 0.5511 loss_ce_1: 0.4315 loss_bbox_1: 0.2376 loss_giou_1: 0.4217 loss_ce_2: 0.3681 loss_bbox_2: 0.2115 loss_giou_2: 0.3825 loss_ce_3: 0.3461 loss_bbox_3: 0.2038 loss_giou_3: 0.3737 loss_ce_4: 0.3318 loss_bbox_4: 0.1976 loss_giou_4: 0.376 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:37] d2.utils.events INFO: eta: 1 day, 2:33:23 iter: 110759 total_loss: 6.162 loss_ce: 0.3326 loss_bbox: 0.1997 loss_giou: 0.3454 loss_ce_0: 0.5371 loss_bbox_0: 0.3482 loss_giou_0: 0.5443 loss_ce_1: 0.4217 loss_bbox_1: 0.24 loss_giou_1: 0.4044 loss_ce_2: 0.3616 loss_bbox_2: 0.2222 loss_giou_2: 0.3635 loss_ce_3: 0.3344 loss_bbox_3: 0.2125 loss_giou_3: 0.3548 loss_ce_4: 0.3336 loss_bbox_4: 0.2091 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:43] d2.utils.events INFO: eta: 1 day, 2:33:28 iter: 110779 total_loss: 6.001 loss_ce: 0.3209 loss_bbox: 0.1965 loss_giou: 0.3422 loss_ce_0: 0.5128 loss_bbox_0: 0.338 loss_giou_0: 0.5553 loss_ce_1: 0.4211 loss_bbox_1: 0.2352 loss_giou_1: 0.3971 loss_ce_2: 0.3595 loss_bbox_2: 0.2046 loss_giou_2: 0.3581 loss_ce_3: 0.3355 loss_bbox_3: 0.199 loss_giou_3: 0.3471 loss_ce_4: 0.3154 loss_bbox_4: 0.1984 loss_giou_4: 0.3386 time: 0.2803 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:48] d2.utils.events INFO: eta: 1 day, 2:32:57 iter: 110799 total_loss: 6.445 loss_ce: 0.352 loss_bbox: 0.2116 loss_giou: 0.3553 loss_ce_0: 0.5481 loss_bbox_0: 0.3505 loss_giou_0: 0.5692 loss_ce_1: 0.4569 loss_bbox_1: 0.2331 loss_giou_1: 0.4093 loss_ce_2: 0.3966 loss_bbox_2: 0.219 loss_giou_2: 0.382 loss_ce_3: 0.3662 loss_bbox_3: 0.2156 loss_giou_3: 0.3702 loss_ce_4: 0.3562 loss_bbox_4: 0.2174 loss_giou_4: 0.3613 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 22:14:54] d2.utils.events INFO: eta: 1 day, 2:31:49 iter: 110819 total_loss: 6.285 loss_ce: 0.332 loss_bbox: 0.2012 loss_giou: 0.3755 loss_ce_0: 0.5278 loss_bbox_0: 0.3374 loss_giou_0: 0.5667 loss_ce_1: 0.4337 loss_bbox_1: 0.235 loss_giou_1: 0.4183 loss_ce_2: 0.3724 loss_bbox_2: 0.2185 loss_giou_2: 0.3884 loss_ce_3: 0.3424 loss_bbox_3: 0.2033 loss_giou_3: 0.3803 loss_ce_4: 0.3256 loss_bbox_4: 0.2066 loss_giou_4: 0.3753 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:00] d2.utils.events INFO: eta: 1 day, 2:32:10 iter: 110839 total_loss: 6.528 loss_ce: 0.3486 loss_bbox: 0.2242 loss_giou: 0.3603 loss_ce_0: 0.5305 loss_bbox_0: 0.355 loss_giou_0: 0.5233 loss_ce_1: 0.4355 loss_bbox_1: 0.2638 loss_giou_1: 0.411 loss_ce_2: 0.3721 loss_bbox_2: 0.2381 loss_giou_2: 0.3814 loss_ce_3: 0.3552 loss_bbox_3: 0.2262 loss_giou_3: 0.3725 loss_ce_4: 0.3481 loss_bbox_4: 0.2256 loss_giou_4: 0.3662 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:05] d2.utils.events INFO: eta: 1 day, 2:31:51 iter: 110859 total_loss: 6.208 loss_ce: 0.3348 loss_bbox: 0.2058 loss_giou: 0.3536 loss_ce_0: 0.5242 loss_bbox_0: 0.3397 loss_giou_0: 0.5441 loss_ce_1: 0.4302 loss_bbox_1: 0.2364 loss_giou_1: 0.4102 loss_ce_2: 0.362 loss_bbox_2: 0.2205 loss_giou_2: 0.3708 loss_ce_3: 0.3377 loss_bbox_3: 0.2111 loss_giou_3: 0.356 loss_ce_4: 0.333 loss_bbox_4: 0.2058 loss_giou_4: 0.3557 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:11] d2.utils.events INFO: eta: 1 day, 2:31:45 iter: 110879 total_loss: 6.246 loss_ce: 0.3514 loss_bbox: 0.2024 loss_giou: 0.3448 loss_ce_0: 0.5354 loss_bbox_0: 0.341 loss_giou_0: 0.5459 loss_ce_1: 0.4485 loss_bbox_1: 0.2295 loss_giou_1: 0.3981 loss_ce_2: 0.3707 loss_bbox_2: 0.2132 loss_giou_2: 0.3631 loss_ce_3: 0.3534 loss_bbox_3: 0.2023 loss_giou_3: 0.3501 loss_ce_4: 0.3494 loss_bbox_4: 0.1984 loss_giou_4: 0.3468 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:17] d2.utils.events INFO: eta: 1 day, 2:31:26 iter: 110899 total_loss: 5.935 loss_ce: 0.3327 loss_bbox: 0.1882 loss_giou: 0.3389 loss_ce_0: 0.5237 loss_bbox_0: 0.3313 loss_giou_0: 0.5316 loss_ce_1: 0.4323 loss_bbox_1: 0.2213 loss_giou_1: 0.3891 loss_ce_2: 0.3644 loss_bbox_2: 0.1951 loss_giou_2: 0.3558 loss_ce_3: 0.3395 loss_bbox_3: 0.1911 loss_giou_3: 0.3454 loss_ce_4: 0.3282 loss_bbox_4: 0.1882 loss_giou_4: 0.3391 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:23] d2.utils.events INFO: eta: 1 day, 2:32:05 iter: 110919 total_loss: 6.541 loss_ce: 0.3511 loss_bbox: 0.2241 loss_giou: 0.3664 loss_ce_0: 0.544 loss_bbox_0: 0.3564 loss_giou_0: 0.5753 loss_ce_1: 0.4447 loss_bbox_1: 0.2603 loss_giou_1: 0.4206 loss_ce_2: 0.383 loss_bbox_2: 0.2365 loss_giou_2: 0.3879 loss_ce_3: 0.3659 loss_bbox_3: 0.2319 loss_giou_3: 0.3714 loss_ce_4: 0.3584 loss_bbox_4: 0.2253 loss_giou_4: 0.3715 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:28] d2.utils.events INFO: eta: 1 day, 2:32:17 iter: 110939 total_loss: 6.289 loss_ce: 0.3382 loss_bbox: 0.2183 loss_giou: 0.359 loss_ce_0: 0.5434 loss_bbox_0: 0.351 loss_giou_0: 0.5602 loss_ce_1: 0.4418 loss_bbox_1: 0.2472 loss_giou_1: 0.4163 loss_ce_2: 0.3769 loss_bbox_2: 0.2318 loss_giou_2: 0.3834 loss_ce_3: 0.3451 loss_bbox_3: 0.2242 loss_giou_3: 0.3697 loss_ce_4: 0.336 loss_bbox_4: 0.2165 loss_giou_4: 0.3624 time: 0.2803 data_time: 0.0350 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:34] d2.utils.events INFO: eta: 1 day, 2:31:26 iter: 110959 total_loss: 6.192 loss_ce: 0.3659 loss_bbox: 0.219 loss_giou: 0.3466 loss_ce_0: 0.5308 loss_bbox_0: 0.3467 loss_giou_0: 0.5272 loss_ce_1: 0.4336 loss_bbox_1: 0.2523 loss_giou_1: 0.3939 loss_ce_2: 0.3759 loss_bbox_2: 0.2316 loss_giou_2: 0.3648 loss_ce_3: 0.3628 loss_bbox_3: 0.2208 loss_giou_3: 0.3526 loss_ce_4: 0.3633 loss_bbox_4: 0.2273 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:40] d2.utils.events INFO: eta: 1 day, 2:31:10 iter: 110979 total_loss: 6.108 loss_ce: 0.3117 loss_bbox: 0.2063 loss_giou: 0.3645 loss_ce_0: 0.5121 loss_bbox_0: 0.3257 loss_giou_0: 0.5466 loss_ce_1: 0.4131 loss_bbox_1: 0.2332 loss_giou_1: 0.4171 loss_ce_2: 0.3469 loss_bbox_2: 0.2118 loss_giou_2: 0.3849 loss_ce_3: 0.325 loss_bbox_3: 0.2034 loss_giou_3: 0.3712 loss_ce_4: 0.3136 loss_bbox_4: 0.2061 loss_giou_4: 0.3683 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:45] d2.utils.events INFO: eta: 1 day, 2:31:29 iter: 110999 total_loss: 6.146 loss_ce: 0.3352 loss_bbox: 0.2069 loss_giou: 0.3553 loss_ce_0: 0.5235 loss_bbox_0: 0.3597 loss_giou_0: 0.5529 loss_ce_1: 0.4122 loss_bbox_1: 0.2495 loss_giou_1: 0.4113 loss_ce_2: 0.3463 loss_bbox_2: 0.2206 loss_giou_2: 0.3848 loss_ce_3: 0.331 loss_bbox_3: 0.2102 loss_giou_3: 0.3687 loss_ce_4: 0.3264 loss_bbox_4: 0.2042 loss_giou_4: 0.3625 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:51] d2.utils.events INFO: eta: 1 day, 2:31:55 iter: 111019 total_loss: 6.483 loss_ce: 0.3494 loss_bbox: 0.197 loss_giou: 0.37 loss_ce_0: 0.5661 loss_bbox_0: 0.3448 loss_giou_0: 0.5659 loss_ce_1: 0.4569 loss_bbox_1: 0.2371 loss_giou_1: 0.4251 loss_ce_2: 0.3998 loss_bbox_2: 0.213 loss_giou_2: 0.3978 loss_ce_3: 0.3601 loss_bbox_3: 0.2048 loss_giou_3: 0.3872 loss_ce_4: 0.3488 loss_bbox_4: 0.1985 loss_giou_4: 0.3772 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 22:15:57] d2.utils.events INFO: eta: 1 day, 2:32:29 iter: 111039 total_loss: 6.237 loss_ce: 0.3349 loss_bbox: 0.203 loss_giou: 0.3655 loss_ce_0: 0.5341 loss_bbox_0: 0.337 loss_giou_0: 0.5611 loss_ce_1: 0.4303 loss_bbox_1: 0.2407 loss_giou_1: 0.4101 loss_ce_2: 0.3726 loss_bbox_2: 0.2137 loss_giou_2: 0.3847 loss_ce_3: 0.3511 loss_bbox_3: 0.2084 loss_giou_3: 0.3689 loss_ce_4: 0.3341 loss_bbox_4: 0.2026 loss_giou_4: 0.3655 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:03] d2.utils.events INFO: eta: 1 day, 2:32:54 iter: 111059 total_loss: 6.001 loss_ce: 0.3167 loss_bbox: 0.206 loss_giou: 0.3402 loss_ce_0: 0.5152 loss_bbox_0: 0.3415 loss_giou_0: 0.5024 loss_ce_1: 0.4206 loss_bbox_1: 0.2434 loss_giou_1: 0.3838 loss_ce_2: 0.3541 loss_bbox_2: 0.2238 loss_giou_2: 0.3575 loss_ce_3: 0.3239 loss_bbox_3: 0.2165 loss_giou_3: 0.3478 loss_ce_4: 0.3181 loss_bbox_4: 0.2076 loss_giou_4: 0.3414 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:08] d2.utils.events INFO: eta: 1 day, 2:32:53 iter: 111079 total_loss: 6.389 loss_ce: 0.3703 loss_bbox: 0.2047 loss_giou: 0.3544 loss_ce_0: 0.5507 loss_bbox_0: 0.3591 loss_giou_0: 0.5431 loss_ce_1: 0.459 loss_bbox_1: 0.2462 loss_giou_1: 0.418 loss_ce_2: 0.4029 loss_bbox_2: 0.216 loss_giou_2: 0.3733 loss_ce_3: 0.3806 loss_bbox_3: 0.2115 loss_giou_3: 0.3688 loss_ce_4: 0.3732 loss_bbox_4: 0.2093 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:14] d2.utils.events INFO: eta: 1 day, 2:32:53 iter: 111099 total_loss: 6.167 loss_ce: 0.3298 loss_bbox: 0.203 loss_giou: 0.372 loss_ce_0: 0.5219 loss_bbox_0: 0.3344 loss_giou_0: 0.5601 loss_ce_1: 0.4225 loss_bbox_1: 0.2296 loss_giou_1: 0.4318 loss_ce_2: 0.3674 loss_bbox_2: 0.214 loss_giou_2: 0.4023 loss_ce_3: 0.3388 loss_bbox_3: 0.2072 loss_giou_3: 0.3856 loss_ce_4: 0.3312 loss_bbox_4: 0.2046 loss_giou_4: 0.3757 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:20] d2.utils.events INFO: eta: 1 day, 2:32:56 iter: 111119 total_loss: 6.283 loss_ce: 0.3366 loss_bbox: 0.2061 loss_giou: 0.3585 loss_ce_0: 0.5337 loss_bbox_0: 0.3403 loss_giou_0: 0.5398 loss_ce_1: 0.4268 loss_bbox_1: 0.241 loss_giou_1: 0.3964 loss_ce_2: 0.3753 loss_bbox_2: 0.2198 loss_giou_2: 0.367 loss_ce_3: 0.3484 loss_bbox_3: 0.2129 loss_giou_3: 0.3658 loss_ce_4: 0.3392 loss_bbox_4: 0.2051 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:26] d2.utils.events INFO: eta: 1 day, 2:32:37 iter: 111139 total_loss: 6.285 loss_ce: 0.3414 loss_bbox: 0.2081 loss_giou: 0.3775 loss_ce_0: 0.535 loss_bbox_0: 0.3376 loss_giou_0: 0.5589 loss_ce_1: 0.4469 loss_bbox_1: 0.2303 loss_giou_1: 0.4143 loss_ce_2: 0.3697 loss_bbox_2: 0.2211 loss_giou_2: 0.3906 loss_ce_3: 0.3385 loss_bbox_3: 0.208 loss_giou_3: 0.3827 loss_ce_4: 0.343 loss_bbox_4: 0.2076 loss_giou_4: 0.3815 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:31] d2.utils.events INFO: eta: 1 day, 2:32:51 iter: 111159 total_loss: 5.986 loss_ce: 0.329 loss_bbox: 0.2038 loss_giou: 0.3392 loss_ce_0: 0.5394 loss_bbox_0: 0.3289 loss_giou_0: 0.5201 loss_ce_1: 0.4398 loss_bbox_1: 0.2388 loss_giou_1: 0.3843 loss_ce_2: 0.3693 loss_bbox_2: 0.2223 loss_giou_2: 0.3532 loss_ce_3: 0.3384 loss_bbox_3: 0.2142 loss_giou_3: 0.3432 loss_ce_4: 0.332 loss_bbox_4: 0.2069 loss_giou_4: 0.3385 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:37] d2.utils.events INFO: eta: 1 day, 2:32:25 iter: 111179 total_loss: 6.192 loss_ce: 0.3373 loss_bbox: 0.2072 loss_giou: 0.3567 loss_ce_0: 0.5338 loss_bbox_0: 0.3426 loss_giou_0: 0.5393 loss_ce_1: 0.4456 loss_bbox_1: 0.2387 loss_giou_1: 0.3958 loss_ce_2: 0.3722 loss_bbox_2: 0.2224 loss_giou_2: 0.3685 loss_ce_3: 0.3526 loss_bbox_3: 0.2132 loss_giou_3: 0.3636 loss_ce_4: 0.3409 loss_bbox_4: 0.2086 loss_giou_4: 0.3569 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:43] d2.utils.events INFO: eta: 1 day, 2:32:28 iter: 111199 total_loss: 6.436 loss_ce: 0.3422 loss_bbox: 0.1979 loss_giou: 0.3691 loss_ce_0: 0.5341 loss_bbox_0: 0.3409 loss_giou_0: 0.5517 loss_ce_1: 0.4431 loss_bbox_1: 0.2398 loss_giou_1: 0.4102 loss_ce_2: 0.3777 loss_bbox_2: 0.216 loss_giou_2: 0.3891 loss_ce_3: 0.3474 loss_bbox_3: 0.2049 loss_giou_3: 0.3748 loss_ce_4: 0.3414 loss_bbox_4: 0.2012 loss_giou_4: 0.3713 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:48] d2.utils.events INFO: eta: 1 day, 2:32:29 iter: 111219 total_loss: 6.029 loss_ce: 0.3276 loss_bbox: 0.2002 loss_giou: 0.3531 loss_ce_0: 0.5372 loss_bbox_0: 0.344 loss_giou_0: 0.5441 loss_ce_1: 0.4287 loss_bbox_1: 0.2435 loss_giou_1: 0.3966 loss_ce_2: 0.3597 loss_bbox_2: 0.2184 loss_giou_2: 0.3656 loss_ce_3: 0.347 loss_bbox_3: 0.2099 loss_giou_3: 0.3655 loss_ce_4: 0.3335 loss_bbox_4: 0.2049 loss_giou_4: 0.3535 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:16:54] d2.utils.events INFO: eta: 1 day, 2:30:48 iter: 111239 total_loss: 6.295 loss_ce: 0.3102 loss_bbox: 0.2035 loss_giou: 0.3409 loss_ce_0: 0.5426 loss_bbox_0: 0.3303 loss_giou_0: 0.5144 loss_ce_1: 0.4252 loss_bbox_1: 0.2498 loss_giou_1: 0.3983 loss_ce_2: 0.3615 loss_bbox_2: 0.2202 loss_giou_2: 0.3551 loss_ce_3: 0.3238 loss_bbox_3: 0.2122 loss_giou_3: 0.3495 loss_ce_4: 0.309 loss_bbox_4: 0.205 loss_giou_4: 0.3421 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:00] d2.utils.events INFO: eta: 1 day, 2:29:51 iter: 111259 total_loss: 6.226 loss_ce: 0.3425 loss_bbox: 0.1953 loss_giou: 0.3586 loss_ce_0: 0.5478 loss_bbox_0: 0.3253 loss_giou_0: 0.5617 loss_ce_1: 0.4405 loss_bbox_1: 0.2293 loss_giou_1: 0.4078 loss_ce_2: 0.3789 loss_bbox_2: 0.2072 loss_giou_2: 0.3698 loss_ce_3: 0.3517 loss_bbox_3: 0.2033 loss_giou_3: 0.3697 loss_ce_4: 0.343 loss_bbox_4: 0.1963 loss_giou_4: 0.3595 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:05] d2.utils.events INFO: eta: 1 day, 2:30:17 iter: 111279 total_loss: 6.019 loss_ce: 0.3348 loss_bbox: 0.2097 loss_giou: 0.3702 loss_ce_0: 0.5396 loss_bbox_0: 0.3356 loss_giou_0: 0.5383 loss_ce_1: 0.4173 loss_bbox_1: 0.2338 loss_giou_1: 0.4156 loss_ce_2: 0.3693 loss_bbox_2: 0.2208 loss_giou_2: 0.384 loss_ce_3: 0.3379 loss_bbox_3: 0.2119 loss_giou_3: 0.3794 loss_ce_4: 0.3294 loss_bbox_4: 0.2119 loss_giou_4: 0.3717 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:11] d2.utils.events INFO: eta: 1 day, 2:30:00 iter: 111299 total_loss: 5.876 loss_ce: 0.3082 loss_bbox: 0.2023 loss_giou: 0.3441 loss_ce_0: 0.5 loss_bbox_0: 0.3468 loss_giou_0: 0.5493 loss_ce_1: 0.3992 loss_bbox_1: 0.2366 loss_giou_1: 0.3957 loss_ce_2: 0.3461 loss_bbox_2: 0.2173 loss_giou_2: 0.3556 loss_ce_3: 0.3204 loss_bbox_3: 0.2031 loss_giou_3: 0.3511 loss_ce_4: 0.3133 loss_bbox_4: 0.2006 loss_giou_4: 0.3471 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:17] d2.utils.events INFO: eta: 1 day, 2:29:50 iter: 111319 total_loss: 6.124 loss_ce: 0.3308 loss_bbox: 0.1908 loss_giou: 0.3681 loss_ce_0: 0.5339 loss_bbox_0: 0.3148 loss_giou_0: 0.5696 loss_ce_1: 0.424 loss_bbox_1: 0.2197 loss_giou_1: 0.4108 loss_ce_2: 0.3631 loss_bbox_2: 0.2032 loss_giou_2: 0.3806 loss_ce_3: 0.3437 loss_bbox_3: 0.1957 loss_giou_3: 0.3706 loss_ce_4: 0.3316 loss_bbox_4: 0.1935 loss_giou_4: 0.3688 time: 0.2803 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:22] d2.utils.events INFO: eta: 1 day, 2:29:44 iter: 111339 total_loss: 6.087 loss_ce: 0.3163 loss_bbox: 0.2216 loss_giou: 0.3571 loss_ce_0: 0.5162 loss_bbox_0: 0.3456 loss_giou_0: 0.5365 loss_ce_1: 0.4044 loss_bbox_1: 0.2462 loss_giou_1: 0.4098 loss_ce_2: 0.3494 loss_bbox_2: 0.2329 loss_giou_2: 0.3758 loss_ce_3: 0.3164 loss_bbox_3: 0.2261 loss_giou_3: 0.3657 loss_ce_4: 0.3161 loss_bbox_4: 0.2183 loss_giou_4: 0.359 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:28] d2.utils.events INFO: eta: 1 day, 2:29:38 iter: 111359 total_loss: 6.3 loss_ce: 0.3444 loss_bbox: 0.2032 loss_giou: 0.3562 loss_ce_0: 0.5394 loss_bbox_0: 0.3523 loss_giou_0: 0.5741 loss_ce_1: 0.438 loss_bbox_1: 0.2472 loss_giou_1: 0.4112 loss_ce_2: 0.3781 loss_bbox_2: 0.2284 loss_giou_2: 0.3749 loss_ce_3: 0.3556 loss_bbox_3: 0.216 loss_giou_3: 0.3656 loss_ce_4: 0.3503 loss_bbox_4: 0.2078 loss_giou_4: 0.3591 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:34] d2.utils.events INFO: eta: 1 day, 2:29:42 iter: 111379 total_loss: 6.022 loss_ce: 0.3091 loss_bbox: 0.2098 loss_giou: 0.3452 loss_ce_0: 0.5153 loss_bbox_0: 0.3401 loss_giou_0: 0.5496 loss_ce_1: 0.4261 loss_bbox_1: 0.2412 loss_giou_1: 0.4079 loss_ce_2: 0.3644 loss_bbox_2: 0.2242 loss_giou_2: 0.3722 loss_ce_3: 0.3241 loss_bbox_3: 0.2138 loss_giou_3: 0.3503 loss_ce_4: 0.3162 loss_bbox_4: 0.2124 loss_giou_4: 0.3452 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:39] d2.utils.events INFO: eta: 1 day, 2:29:32 iter: 111399 total_loss: 5.978 loss_ce: 0.3172 loss_bbox: 0.1927 loss_giou: 0.354 loss_ce_0: 0.5249 loss_bbox_0: 0.3282 loss_giou_0: 0.5534 loss_ce_1: 0.4092 loss_bbox_1: 0.222 loss_giou_1: 0.4082 loss_ce_2: 0.3545 loss_bbox_2: 0.1932 loss_giou_2: 0.3704 loss_ce_3: 0.3261 loss_bbox_3: 0.1915 loss_giou_3: 0.362 loss_ce_4: 0.3222 loss_bbox_4: 0.188 loss_giou_4: 0.3593 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:45] d2.utils.events INFO: eta: 1 day, 2:29:26 iter: 111419 total_loss: 5.927 loss_ce: 0.3245 loss_bbox: 0.1892 loss_giou: 0.3366 loss_ce_0: 0.5173 loss_bbox_0: 0.3275 loss_giou_0: 0.5528 loss_ce_1: 0.4124 loss_bbox_1: 0.2165 loss_giou_1: 0.3931 loss_ce_2: 0.3613 loss_bbox_2: 0.2014 loss_giou_2: 0.3577 loss_ce_3: 0.3208 loss_bbox_3: 0.1964 loss_giou_3: 0.3516 loss_ce_4: 0.3264 loss_bbox_4: 0.1903 loss_giou_4: 0.3421 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:51] d2.utils.events INFO: eta: 1 day, 2:29:53 iter: 111439 total_loss: 5.923 loss_ce: 0.3169 loss_bbox: 0.1965 loss_giou: 0.3514 loss_ce_0: 0.5132 loss_bbox_0: 0.3383 loss_giou_0: 0.5634 loss_ce_1: 0.4126 loss_bbox_1: 0.23 loss_giou_1: 0.4099 loss_ce_2: 0.3434 loss_bbox_2: 0.2028 loss_giou_2: 0.3679 loss_ce_3: 0.3233 loss_bbox_3: 0.2003 loss_giou_3: 0.3593 loss_ce_4: 0.3175 loss_bbox_4: 0.1947 loss_giou_4: 0.3562 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 22:17:57] d2.utils.events INFO: eta: 1 day, 2:30:08 iter: 111459 total_loss: 6.219 loss_ce: 0.3329 loss_bbox: 0.1953 loss_giou: 0.3728 loss_ce_0: 0.5214 loss_bbox_0: 0.3293 loss_giou_0: 0.5591 loss_ce_1: 0.416 loss_bbox_1: 0.2291 loss_giou_1: 0.4216 loss_ce_2: 0.3581 loss_bbox_2: 0.2056 loss_giou_2: 0.3919 loss_ce_3: 0.3479 loss_bbox_3: 0.1981 loss_giou_3: 0.3757 loss_ce_4: 0.3384 loss_bbox_4: 0.1927 loss_giou_4: 0.3727 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:02] d2.utils.events INFO: eta: 1 day, 2:30:20 iter: 111479 total_loss: 6.242 loss_ce: 0.3358 loss_bbox: 0.2016 loss_giou: 0.362 loss_ce_0: 0.549 loss_bbox_0: 0.3339 loss_giou_0: 0.536 loss_ce_1: 0.4341 loss_bbox_1: 0.2363 loss_giou_1: 0.3989 loss_ce_2: 0.3785 loss_bbox_2: 0.2101 loss_giou_2: 0.3718 loss_ce_3: 0.3537 loss_bbox_3: 0.207 loss_giou_3: 0.3638 loss_ce_4: 0.3388 loss_bbox_4: 0.2031 loss_giou_4: 0.3611 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:08] d2.utils.events INFO: eta: 1 day, 2:29:23 iter: 111499 total_loss: 6.097 loss_ce: 0.331 loss_bbox: 0.2132 loss_giou: 0.3496 loss_ce_0: 0.5278 loss_bbox_0: 0.3499 loss_giou_0: 0.5377 loss_ce_1: 0.4352 loss_bbox_1: 0.2495 loss_giou_1: 0.3857 loss_ce_2: 0.3749 loss_bbox_2: 0.2247 loss_giou_2: 0.361 loss_ce_3: 0.3453 loss_bbox_3: 0.2184 loss_giou_3: 0.3569 loss_ce_4: 0.3308 loss_bbox_4: 0.2161 loss_giou_4: 0.3498 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:14] d2.utils.events INFO: eta: 1 day, 2:29:13 iter: 111519 total_loss: 6.024 loss_ce: 0.3233 loss_bbox: 0.187 loss_giou: 0.3725 loss_ce_0: 0.5144 loss_bbox_0: 0.3148 loss_giou_0: 0.5644 loss_ce_1: 0.4238 loss_bbox_1: 0.2162 loss_giou_1: 0.4089 loss_ce_2: 0.361 loss_bbox_2: 0.1949 loss_giou_2: 0.3858 loss_ce_3: 0.3233 loss_bbox_3: 0.1921 loss_giou_3: 0.3781 loss_ce_4: 0.3238 loss_bbox_4: 0.1887 loss_giou_4: 0.3764 time: 0.2803 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:19] d2.utils.events INFO: eta: 1 day, 2:29:40 iter: 111539 total_loss: 6.069 loss_ce: 0.3175 loss_bbox: 0.187 loss_giou: 0.3372 loss_ce_0: 0.525 loss_bbox_0: 0.3193 loss_giou_0: 0.5304 loss_ce_1: 0.4214 loss_bbox_1: 0.2158 loss_giou_1: 0.3884 loss_ce_2: 0.3525 loss_bbox_2: 0.1915 loss_giou_2: 0.3522 loss_ce_3: 0.3257 loss_bbox_3: 0.1859 loss_giou_3: 0.3523 loss_ce_4: 0.3188 loss_bbox_4: 0.1894 loss_giou_4: 0.3402 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:25] d2.utils.events INFO: eta: 1 day, 2:29:38 iter: 111559 total_loss: 6.106 loss_ce: 0.3175 loss_bbox: 0.1905 loss_giou: 0.3656 loss_ce_0: 0.5229 loss_bbox_0: 0.335 loss_giou_0: 0.5738 loss_ce_1: 0.4106 loss_bbox_1: 0.2264 loss_giou_1: 0.4254 loss_ce_2: 0.3483 loss_bbox_2: 0.2045 loss_giou_2: 0.3906 loss_ce_3: 0.3219 loss_bbox_3: 0.1937 loss_giou_3: 0.3759 loss_ce_4: 0.3164 loss_bbox_4: 0.1943 loss_giou_4: 0.3655 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:31] d2.utils.events INFO: eta: 1 day, 2:29:32 iter: 111579 total_loss: 6.032 loss_ce: 0.3171 loss_bbox: 0.1875 loss_giou: 0.3522 loss_ce_0: 0.501 loss_bbox_0: 0.3348 loss_giou_0: 0.5485 loss_ce_1: 0.402 loss_bbox_1: 0.2286 loss_giou_1: 0.4094 loss_ce_2: 0.3654 loss_bbox_2: 0.2045 loss_giou_2: 0.3742 loss_ce_3: 0.3318 loss_bbox_3: 0.1919 loss_giou_3: 0.3625 loss_ce_4: 0.316 loss_bbox_4: 0.1873 loss_giou_4: 0.3535 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:37] d2.utils.events INFO: eta: 1 day, 2:29:08 iter: 111599 total_loss: 5.89 loss_ce: 0.3156 loss_bbox: 0.1823 loss_giou: 0.362 loss_ce_0: 0.5191 loss_bbox_0: 0.3154 loss_giou_0: 0.5599 loss_ce_1: 0.4102 loss_bbox_1: 0.2179 loss_giou_1: 0.4045 loss_ce_2: 0.3352 loss_bbox_2: 0.1942 loss_giou_2: 0.3746 loss_ce_3: 0.3116 loss_bbox_3: 0.1896 loss_giou_3: 0.363 loss_ce_4: 0.3103 loss_bbox_4: 0.1839 loss_giou_4: 0.3594 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:42] d2.utils.events INFO: eta: 1 day, 2:28:40 iter: 111619 total_loss: 6.401 loss_ce: 0.342 loss_bbox: 0.2063 loss_giou: 0.3676 loss_ce_0: 0.519 loss_bbox_0: 0.3278 loss_giou_0: 0.5521 loss_ce_1: 0.426 loss_bbox_1: 0.2287 loss_giou_1: 0.4061 loss_ce_2: 0.3595 loss_bbox_2: 0.2168 loss_giou_2: 0.3853 loss_ce_3: 0.3349 loss_bbox_3: 0.2152 loss_giou_3: 0.3719 loss_ce_4: 0.33 loss_bbox_4: 0.208 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:48] d2.utils.events INFO: eta: 1 day, 2:28:31 iter: 111639 total_loss: 6.063 loss_ce: 0.3291 loss_bbox: 0.2098 loss_giou: 0.3346 loss_ce_0: 0.5391 loss_bbox_0: 0.3379 loss_giou_0: 0.5155 loss_ce_1: 0.4381 loss_bbox_1: 0.2426 loss_giou_1: 0.3738 loss_ce_2: 0.3777 loss_bbox_2: 0.2221 loss_giou_2: 0.3538 loss_ce_3: 0.3427 loss_bbox_3: 0.2147 loss_giou_3: 0.3458 loss_ce_4: 0.3361 loss_bbox_4: 0.2122 loss_giou_4: 0.3323 time: 0.2803 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:53] d2.utils.events INFO: eta: 1 day, 2:28:18 iter: 111659 total_loss: 5.971 loss_ce: 0.3326 loss_bbox: 0.2073 loss_giou: 0.3451 loss_ce_0: 0.5423 loss_bbox_0: 0.3519 loss_giou_0: 0.5326 loss_ce_1: 0.4344 loss_bbox_1: 0.2443 loss_giou_1: 0.3924 loss_ce_2: 0.3733 loss_bbox_2: 0.2181 loss_giou_2: 0.3697 loss_ce_3: 0.3443 loss_bbox_3: 0.2103 loss_giou_3: 0.3576 loss_ce_4: 0.341 loss_bbox_4: 0.2046 loss_giou_4: 0.3535 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 22:18:59] d2.utils.events INFO: eta: 1 day, 2:27:45 iter: 111679 total_loss: 6.213 loss_ce: 0.3457 loss_bbox: 0.194 loss_giou: 0.3559 loss_ce_0: 0.5382 loss_bbox_0: 0.349 loss_giou_0: 0.5535 loss_ce_1: 0.4386 loss_bbox_1: 0.2497 loss_giou_1: 0.4091 loss_ce_2: 0.3818 loss_bbox_2: 0.2119 loss_giou_2: 0.3703 loss_ce_3: 0.3395 loss_bbox_3: 0.2074 loss_giou_3: 0.3624 loss_ce_4: 0.3427 loss_bbox_4: 0.1929 loss_giou_4: 0.358 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:05] d2.utils.events INFO: eta: 1 day, 2:27:27 iter: 111699 total_loss: 6.107 loss_ce: 0.3336 loss_bbox: 0.1977 loss_giou: 0.357 loss_ce_0: 0.5194 loss_bbox_0: 0.336 loss_giou_0: 0.5548 loss_ce_1: 0.4416 loss_bbox_1: 0.2348 loss_giou_1: 0.413 loss_ce_2: 0.3799 loss_bbox_2: 0.2106 loss_giou_2: 0.3786 loss_ce_3: 0.3457 loss_bbox_3: 0.203 loss_giou_3: 0.3652 loss_ce_4: 0.3408 loss_bbox_4: 0.1981 loss_giou_4: 0.3584 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:11] d2.utils.events INFO: eta: 1 day, 2:27:21 iter: 111719 total_loss: 6.231 loss_ce: 0.3181 loss_bbox: 0.1956 loss_giou: 0.3712 loss_ce_0: 0.5107 loss_bbox_0: 0.3349 loss_giou_0: 0.5741 loss_ce_1: 0.4111 loss_bbox_1: 0.2313 loss_giou_1: 0.4253 loss_ce_2: 0.3565 loss_bbox_2: 0.213 loss_giou_2: 0.3901 loss_ce_3: 0.3267 loss_bbox_3: 0.2063 loss_giou_3: 0.3847 loss_ce_4: 0.3192 loss_bbox_4: 0.2008 loss_giou_4: 0.3733 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:16] d2.utils.events INFO: eta: 1 day, 2:27:57 iter: 111739 total_loss: 6.154 loss_ce: 0.349 loss_bbox: 0.193 loss_giou: 0.352 loss_ce_0: 0.5553 loss_bbox_0: 0.3453 loss_giou_0: 0.5561 loss_ce_1: 0.4332 loss_bbox_1: 0.234 loss_giou_1: 0.4046 loss_ce_2: 0.378 loss_bbox_2: 0.2088 loss_giou_2: 0.3691 loss_ce_3: 0.3503 loss_bbox_3: 0.2027 loss_giou_3: 0.3564 loss_ce_4: 0.3426 loss_bbox_4: 0.1938 loss_giou_4: 0.3543 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:22] d2.utils.events INFO: eta: 1 day, 2:27:07 iter: 111759 total_loss: 5.826 loss_ce: 0.3196 loss_bbox: 0.2091 loss_giou: 0.336 loss_ce_0: 0.4965 loss_bbox_0: 0.3408 loss_giou_0: 0.5082 loss_ce_1: 0.4101 loss_bbox_1: 0.249 loss_giou_1: 0.3849 loss_ce_2: 0.3445 loss_bbox_2: 0.2238 loss_giou_2: 0.3508 loss_ce_3: 0.3215 loss_bbox_3: 0.218 loss_giou_3: 0.3426 loss_ce_4: 0.3184 loss_bbox_4: 0.2167 loss_giou_4: 0.3377 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:28] d2.utils.events INFO: eta: 1 day, 2:26:57 iter: 111779 total_loss: 6.501 loss_ce: 0.3513 loss_bbox: 0.1874 loss_giou: 0.3862 loss_ce_0: 0.5255 loss_bbox_0: 0.3444 loss_giou_0: 0.5581 loss_ce_1: 0.4493 loss_bbox_1: 0.23 loss_giou_1: 0.4377 loss_ce_2: 0.3846 loss_bbox_2: 0.1946 loss_giou_2: 0.4053 loss_ce_3: 0.3514 loss_bbox_3: 0.1915 loss_giou_3: 0.3958 loss_ce_4: 0.3522 loss_bbox_4: 0.1885 loss_giou_4: 0.3867 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:33] d2.utils.events INFO: eta: 1 day, 2:26:52 iter: 111799 total_loss: 5.941 loss_ce: 0.3132 loss_bbox: 0.1971 loss_giou: 0.3453 loss_ce_0: 0.5318 loss_bbox_0: 0.3313 loss_giou_0: 0.5576 loss_ce_1: 0.4189 loss_bbox_1: 0.2276 loss_giou_1: 0.4035 loss_ce_2: 0.3517 loss_bbox_2: 0.2014 loss_giou_2: 0.3616 loss_ce_3: 0.3178 loss_bbox_3: 0.2021 loss_giou_3: 0.3576 loss_ce_4: 0.3173 loss_bbox_4: 0.1975 loss_giou_4: 0.3468 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:39] d2.utils.events INFO: eta: 1 day, 2:27:52 iter: 111819 total_loss: 6.5 loss_ce: 0.3568 loss_bbox: 0.1893 loss_giou: 0.3724 loss_ce_0: 0.5207 loss_bbox_0: 0.3378 loss_giou_0: 0.5812 loss_ce_1: 0.4355 loss_bbox_1: 0.2177 loss_giou_1: 0.4229 loss_ce_2: 0.3838 loss_bbox_2: 0.2 loss_giou_2: 0.3893 loss_ce_3: 0.3564 loss_bbox_3: 0.192 loss_giou_3: 0.3768 loss_ce_4: 0.3585 loss_bbox_4: 0.1906 loss_giou_4: 0.3761 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:45] d2.utils.events INFO: eta: 1 day, 2:27:38 iter: 111839 total_loss: 6.243 loss_ce: 0.3427 loss_bbox: 0.2185 loss_giou: 0.3648 loss_ce_0: 0.5507 loss_bbox_0: 0.347 loss_giou_0: 0.5384 loss_ce_1: 0.4442 loss_bbox_1: 0.2377 loss_giou_1: 0.4027 loss_ce_2: 0.384 loss_bbox_2: 0.2262 loss_giou_2: 0.3782 loss_ce_3: 0.3593 loss_bbox_3: 0.2227 loss_giou_3: 0.373 loss_ce_4: 0.3542 loss_bbox_4: 0.2206 loss_giou_4: 0.3663 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:50] d2.utils.events INFO: eta: 1 day, 2:27:40 iter: 111859 total_loss: 6.338 loss_ce: 0.3335 loss_bbox: 0.2186 loss_giou: 0.3725 loss_ce_0: 0.5299 loss_bbox_0: 0.3477 loss_giou_0: 0.5755 loss_ce_1: 0.4295 loss_bbox_1: 0.2388 loss_giou_1: 0.4236 loss_ce_2: 0.3685 loss_bbox_2: 0.223 loss_giou_2: 0.3869 loss_ce_3: 0.3407 loss_bbox_3: 0.2172 loss_giou_3: 0.3757 loss_ce_4: 0.3384 loss_bbox_4: 0.2095 loss_giou_4: 0.3751 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 22:19:56] d2.utils.events INFO: eta: 1 day, 2:27:31 iter: 111879 total_loss: 6.083 loss_ce: 0.3444 loss_bbox: 0.194 loss_giou: 0.3242 loss_ce_0: 0.5326 loss_bbox_0: 0.3311 loss_giou_0: 0.5208 loss_ce_1: 0.4295 loss_bbox_1: 0.2113 loss_giou_1: 0.3682 loss_ce_2: 0.3736 loss_bbox_2: 0.2045 loss_giou_2: 0.341 loss_ce_3: 0.3565 loss_bbox_3: 0.194 loss_giou_3: 0.3285 loss_ce_4: 0.345 loss_bbox_4: 0.1888 loss_giou_4: 0.3284 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:02] d2.utils.events INFO: eta: 1 day, 2:26:51 iter: 111899 total_loss: 6.131 loss_ce: 0.3167 loss_bbox: 0.2079 loss_giou: 0.3587 loss_ce_0: 0.5017 loss_bbox_0: 0.3345 loss_giou_0: 0.5459 loss_ce_1: 0.4121 loss_bbox_1: 0.2425 loss_giou_1: 0.4052 loss_ce_2: 0.3497 loss_bbox_2: 0.2226 loss_giou_2: 0.3812 loss_ce_3: 0.3305 loss_bbox_3: 0.2123 loss_giou_3: 0.3649 loss_ce_4: 0.3199 loss_bbox_4: 0.2132 loss_giou_4: 0.3553 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:08] d2.utils.events INFO: eta: 1 day, 2:26:52 iter: 111919 total_loss: 6.214 loss_ce: 0.308 loss_bbox: 0.2038 loss_giou: 0.3646 loss_ce_0: 0.5205 loss_bbox_0: 0.3401 loss_giou_0: 0.5417 loss_ce_1: 0.4261 loss_bbox_1: 0.2423 loss_giou_1: 0.4139 loss_ce_2: 0.3553 loss_bbox_2: 0.2145 loss_giou_2: 0.3791 loss_ce_3: 0.3259 loss_bbox_3: 0.21 loss_giou_3: 0.3704 loss_ce_4: 0.3206 loss_bbox_4: 0.2046 loss_giou_4: 0.367 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:13] d2.utils.events INFO: eta: 1 day, 2:27:00 iter: 111939 total_loss: 6.178 loss_ce: 0.34 loss_bbox: 0.205 loss_giou: 0.3631 loss_ce_0: 0.526 loss_bbox_0: 0.3514 loss_giou_0: 0.551 loss_ce_1: 0.4405 loss_bbox_1: 0.2473 loss_giou_1: 0.415 loss_ce_2: 0.366 loss_bbox_2: 0.2258 loss_giou_2: 0.383 loss_ce_3: 0.3457 loss_bbox_3: 0.2168 loss_giou_3: 0.3724 loss_ce_4: 0.3383 loss_bbox_4: 0.2077 loss_giou_4: 0.3672 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:19] d2.utils.events INFO: eta: 1 day, 2:27:14 iter: 111959 total_loss: 6.007 loss_ce: 0.32 loss_bbox: 0.1878 loss_giou: 0.3506 loss_ce_0: 0.5145 loss_bbox_0: 0.3214 loss_giou_0: 0.552 loss_ce_1: 0.3998 loss_bbox_1: 0.2218 loss_giou_1: 0.3918 loss_ce_2: 0.3567 loss_bbox_2: 0.202 loss_giou_2: 0.356 loss_ce_3: 0.3268 loss_bbox_3: 0.1943 loss_giou_3: 0.3561 loss_ce_4: 0.3238 loss_bbox_4: 0.189 loss_giou_4: 0.3522 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:25] d2.utils.events INFO: eta: 1 day, 2:27:30 iter: 111979 total_loss: 6.052 loss_ce: 0.3296 loss_bbox: 0.1946 loss_giou: 0.345 loss_ce_0: 0.5275 loss_bbox_0: 0.3446 loss_giou_0: 0.5475 loss_ce_1: 0.4275 loss_bbox_1: 0.2323 loss_giou_1: 0.4012 loss_ce_2: 0.3723 loss_bbox_2: 0.2117 loss_giou_2: 0.3611 loss_ce_3: 0.3379 loss_bbox_3: 0.2023 loss_giou_3: 0.351 loss_ce_4: 0.3282 loss_bbox_4: 0.1994 loss_giou_4: 0.3499 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:30] d2.utils.events INFO: eta: 1 day, 2:26:58 iter: 111999 total_loss: 6.187 loss_ce: 0.3304 loss_bbox: 0.2003 loss_giou: 0.3699 loss_ce_0: 0.5274 loss_bbox_0: 0.3219 loss_giou_0: 0.5675 loss_ce_1: 0.4313 loss_bbox_1: 0.2327 loss_giou_1: 0.4261 loss_ce_2: 0.3588 loss_bbox_2: 0.215 loss_giou_2: 0.3833 loss_ce_3: 0.33 loss_bbox_3: 0.2036 loss_giou_3: 0.3753 loss_ce_4: 0.3297 loss_bbox_4: 0.196 loss_giou_4: 0.3715 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:36] d2.utils.events INFO: eta: 1 day, 2:26:29 iter: 112019 total_loss: 6.038 loss_ce: 0.3311 loss_bbox: 0.2005 loss_giou: 0.3588 loss_ce_0: 0.5421 loss_bbox_0: 0.3288 loss_giou_0: 0.5299 loss_ce_1: 0.4371 loss_bbox_1: 0.2299 loss_giou_1: 0.3996 loss_ce_2: 0.3653 loss_bbox_2: 0.2114 loss_giou_2: 0.3721 loss_ce_3: 0.3441 loss_bbox_3: 0.2031 loss_giou_3: 0.3571 loss_ce_4: 0.3416 loss_bbox_4: 0.204 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:42] d2.utils.events INFO: eta: 1 day, 2:25:51 iter: 112039 total_loss: 6.187 loss_ce: 0.3431 loss_bbox: 0.1995 loss_giou: 0.3623 loss_ce_0: 0.5225 loss_bbox_0: 0.3427 loss_giou_0: 0.5608 loss_ce_1: 0.4242 loss_bbox_1: 0.2392 loss_giou_1: 0.4083 loss_ce_2: 0.3735 loss_bbox_2: 0.2099 loss_giou_2: 0.3804 loss_ce_3: 0.3434 loss_bbox_3: 0.2056 loss_giou_3: 0.369 loss_ce_4: 0.3446 loss_bbox_4: 0.2054 loss_giou_4: 0.3629 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:47] d2.utils.events INFO: eta: 1 day, 2:25:05 iter: 112059 total_loss: 6.234 loss_ce: 0.3436 loss_bbox: 0.2083 loss_giou: 0.3605 loss_ce_0: 0.5583 loss_bbox_0: 0.3187 loss_giou_0: 0.5408 loss_ce_1: 0.4444 loss_bbox_1: 0.2356 loss_giou_1: 0.3988 loss_ce_2: 0.3885 loss_bbox_2: 0.2185 loss_giou_2: 0.3703 loss_ce_3: 0.3493 loss_bbox_3: 0.2191 loss_giou_3: 0.366 loss_ce_4: 0.3429 loss_bbox_4: 0.2124 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:53] d2.utils.events INFO: eta: 1 day, 2:24:55 iter: 112079 total_loss: 6.179 loss_ce: 0.3236 loss_bbox: 0.2006 loss_giou: 0.3555 loss_ce_0: 0.5126 loss_bbox_0: 0.3327 loss_giou_0: 0.5271 loss_ce_1: 0.4089 loss_bbox_1: 0.2396 loss_giou_1: 0.3966 loss_ce_2: 0.3525 loss_bbox_2: 0.2168 loss_giou_2: 0.3706 loss_ce_3: 0.3269 loss_bbox_3: 0.2083 loss_giou_3: 0.358 loss_ce_4: 0.3202 loss_bbox_4: 0.2049 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 22:20:59] d2.utils.events INFO: eta: 1 day, 2:24:54 iter: 112099 total_loss: 6.211 loss_ce: 0.3193 loss_bbox: 0.2015 loss_giou: 0.3604 loss_ce_0: 0.5253 loss_bbox_0: 0.3252 loss_giou_0: 0.5374 loss_ce_1: 0.4323 loss_bbox_1: 0.2373 loss_giou_1: 0.4108 loss_ce_2: 0.3682 loss_bbox_2: 0.217 loss_giou_2: 0.3802 loss_ce_3: 0.3358 loss_bbox_3: 0.2064 loss_giou_3: 0.3697 loss_ce_4: 0.3266 loss_bbox_4: 0.2053 loss_giou_4: 0.3625 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:05] d2.utils.events INFO: eta: 1 day, 2:25:12 iter: 112119 total_loss: 6.128 loss_ce: 0.3345 loss_bbox: 0.1949 loss_giou: 0.3619 loss_ce_0: 0.5243 loss_bbox_0: 0.3412 loss_giou_0: 0.5414 loss_ce_1: 0.4315 loss_bbox_1: 0.2317 loss_giou_1: 0.4074 loss_ce_2: 0.3741 loss_bbox_2: 0.2103 loss_giou_2: 0.3762 loss_ce_3: 0.3424 loss_bbox_3: 0.1988 loss_giou_3: 0.3656 loss_ce_4: 0.3377 loss_bbox_4: 0.1961 loss_giou_4: 0.3627 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:10] d2.utils.events INFO: eta: 1 day, 2:25:23 iter: 112139 total_loss: 6.199 loss_ce: 0.3232 loss_bbox: 0.2034 loss_giou: 0.3445 loss_ce_0: 0.5283 loss_bbox_0: 0.3414 loss_giou_0: 0.5295 loss_ce_1: 0.4194 loss_bbox_1: 0.2412 loss_giou_1: 0.3929 loss_ce_2: 0.3674 loss_bbox_2: 0.2163 loss_giou_2: 0.364 loss_ce_3: 0.3337 loss_bbox_3: 0.204 loss_giou_3: 0.3575 loss_ce_4: 0.3225 loss_bbox_4: 0.2035 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:16] d2.utils.events INFO: eta: 1 day, 2:24:37 iter: 112159 total_loss: 5.984 loss_ce: 0.3513 loss_bbox: 0.1883 loss_giou: 0.3523 loss_ce_0: 0.5393 loss_bbox_0: 0.3303 loss_giou_0: 0.5458 loss_ce_1: 0.4367 loss_bbox_1: 0.217 loss_giou_1: 0.4044 loss_ce_2: 0.3667 loss_bbox_2: 0.203 loss_giou_2: 0.3723 loss_ce_3: 0.3538 loss_bbox_3: 0.192 loss_giou_3: 0.3648 loss_ce_4: 0.3436 loss_bbox_4: 0.1911 loss_giou_4: 0.3594 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:22] d2.utils.events INFO: eta: 1 day, 2:24:29 iter: 112179 total_loss: 6.198 loss_ce: 0.3376 loss_bbox: 0.2087 loss_giou: 0.3488 loss_ce_0: 0.5388 loss_bbox_0: 0.3387 loss_giou_0: 0.5289 loss_ce_1: 0.4373 loss_bbox_1: 0.235 loss_giou_1: 0.4112 loss_ce_2: 0.3782 loss_bbox_2: 0.2166 loss_giou_2: 0.3652 loss_ce_3: 0.3456 loss_bbox_3: 0.2087 loss_giou_3: 0.3555 loss_ce_4: 0.3339 loss_bbox_4: 0.2076 loss_giou_4: 0.3487 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:27] d2.utils.events INFO: eta: 1 day, 2:24:24 iter: 112199 total_loss: 6.011 loss_ce: 0.3282 loss_bbox: 0.2119 loss_giou: 0.3439 loss_ce_0: 0.5311 loss_bbox_0: 0.3369 loss_giou_0: 0.5171 loss_ce_1: 0.4283 loss_bbox_1: 0.2443 loss_giou_1: 0.3992 loss_ce_2: 0.3507 loss_bbox_2: 0.2234 loss_giou_2: 0.3643 loss_ce_3: 0.3364 loss_bbox_3: 0.2176 loss_giou_3: 0.355 loss_ce_4: 0.3329 loss_bbox_4: 0.2148 loss_giou_4: 0.3492 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:33] d2.utils.events INFO: eta: 1 day, 2:24:15 iter: 112219 total_loss: 6.023 loss_ce: 0.3343 loss_bbox: 0.2065 loss_giou: 0.3577 loss_ce_0: 0.5245 loss_bbox_0: 0.345 loss_giou_0: 0.5464 loss_ce_1: 0.4504 loss_bbox_1: 0.2343 loss_giou_1: 0.4148 loss_ce_2: 0.3679 loss_bbox_2: 0.215 loss_giou_2: 0.3826 loss_ce_3: 0.3408 loss_bbox_3: 0.2132 loss_giou_3: 0.3734 loss_ce_4: 0.3294 loss_bbox_4: 0.2099 loss_giou_4: 0.3656 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:39] d2.utils.events INFO: eta: 1 day, 2:24:19 iter: 112239 total_loss: 6.39 loss_ce: 0.3342 loss_bbox: 0.191 loss_giou: 0.3753 loss_ce_0: 0.5199 loss_bbox_0: 0.3232 loss_giou_0: 0.5746 loss_ce_1: 0.4174 loss_bbox_1: 0.2315 loss_giou_1: 0.4237 loss_ce_2: 0.3686 loss_bbox_2: 0.2156 loss_giou_2: 0.3774 loss_ce_3: 0.3463 loss_bbox_3: 0.1954 loss_giou_3: 0.3701 loss_ce_4: 0.3319 loss_bbox_4: 0.1937 loss_giou_4: 0.3752 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:44] d2.utils.events INFO: eta: 1 day, 2:24:57 iter: 112259 total_loss: 6.145 loss_ce: 0.3512 loss_bbox: 0.1948 loss_giou: 0.3381 loss_ce_0: 0.535 loss_bbox_0: 0.34 loss_giou_0: 0.5311 loss_ce_1: 0.4303 loss_bbox_1: 0.2349 loss_giou_1: 0.3943 loss_ce_2: 0.3679 loss_bbox_2: 0.2123 loss_giou_2: 0.3622 loss_ce_3: 0.3498 loss_bbox_3: 0.2008 loss_giou_3: 0.3421 loss_ce_4: 0.3539 loss_bbox_4: 0.1994 loss_giou_4: 0.3383 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:50] d2.utils.events INFO: eta: 1 day, 2:25:17 iter: 112279 total_loss: 6.301 loss_ce: 0.3385 loss_bbox: 0.2121 loss_giou: 0.3659 loss_ce_0: 0.5387 loss_bbox_0: 0.3537 loss_giou_0: 0.565 loss_ce_1: 0.4394 loss_bbox_1: 0.2469 loss_giou_1: 0.4216 loss_ce_2: 0.3718 loss_bbox_2: 0.2269 loss_giou_2: 0.3906 loss_ce_3: 0.3411 loss_bbox_3: 0.2196 loss_giou_3: 0.3754 loss_ce_4: 0.34 loss_bbox_4: 0.2145 loss_giou_4: 0.3688 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 22:21:56] d2.utils.events INFO: eta: 1 day, 2:25:11 iter: 112299 total_loss: 5.756 loss_ce: 0.3121 loss_bbox: 0.1918 loss_giou: 0.321 loss_ce_0: 0.4917 loss_bbox_0: 0.3444 loss_giou_0: 0.5096 loss_ce_1: 0.3882 loss_bbox_1: 0.2308 loss_giou_1: 0.3717 loss_ce_2: 0.3392 loss_bbox_2: 0.2003 loss_giou_2: 0.3384 loss_ce_3: 0.3192 loss_bbox_3: 0.1959 loss_giou_3: 0.3353 loss_ce_4: 0.3138 loss_bbox_4: 0.1917 loss_giou_4: 0.3259 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:01] d2.utils.events INFO: eta: 1 day, 2:24:40 iter: 112319 total_loss: 6.142 loss_ce: 0.327 loss_bbox: 0.2124 loss_giou: 0.3546 loss_ce_0: 0.5305 loss_bbox_0: 0.3474 loss_giou_0: 0.5438 loss_ce_1: 0.4328 loss_bbox_1: 0.2421 loss_giou_1: 0.3919 loss_ce_2: 0.3716 loss_bbox_2: 0.226 loss_giou_2: 0.3698 loss_ce_3: 0.3338 loss_bbox_3: 0.216 loss_giou_3: 0.3597 loss_ce_4: 0.3256 loss_bbox_4: 0.2136 loss_giou_4: 0.3583 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:07] d2.utils.events INFO: eta: 1 day, 2:25:17 iter: 112339 total_loss: 5.993 loss_ce: 0.3116 loss_bbox: 0.1869 loss_giou: 0.3527 loss_ce_0: 0.5074 loss_bbox_0: 0.3231 loss_giou_0: 0.5609 loss_ce_1: 0.4229 loss_bbox_1: 0.225 loss_giou_1: 0.4059 loss_ce_2: 0.3609 loss_bbox_2: 0.2058 loss_giou_2: 0.3738 loss_ce_3: 0.3278 loss_bbox_3: 0.1992 loss_giou_3: 0.3601 loss_ce_4: 0.3204 loss_bbox_4: 0.1905 loss_giou_4: 0.3559 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:13] d2.utils.events INFO: eta: 1 day, 2:25:19 iter: 112359 total_loss: 5.954 loss_ce: 0.3302 loss_bbox: 0.1886 loss_giou: 0.3387 loss_ce_0: 0.5063 loss_bbox_0: 0.3267 loss_giou_0: 0.5088 loss_ce_1: 0.4355 loss_bbox_1: 0.2208 loss_giou_1: 0.3925 loss_ce_2: 0.3647 loss_bbox_2: 0.2016 loss_giou_2: 0.3595 loss_ce_3: 0.3324 loss_bbox_3: 0.1931 loss_giou_3: 0.3516 loss_ce_4: 0.3307 loss_bbox_4: 0.1909 loss_giou_4: 0.3396 time: 0.2803 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:19] d2.utils.events INFO: eta: 1 day, 2:25:25 iter: 112379 total_loss: 6.347 loss_ce: 0.3459 loss_bbox: 0.1908 loss_giou: 0.3568 loss_ce_0: 0.5368 loss_bbox_0: 0.3395 loss_giou_0: 0.5438 loss_ce_1: 0.4346 loss_bbox_1: 0.2285 loss_giou_1: 0.3937 loss_ce_2: 0.3804 loss_bbox_2: 0.2016 loss_giou_2: 0.3717 loss_ce_3: 0.3508 loss_bbox_3: 0.1953 loss_giou_3: 0.3591 loss_ce_4: 0.3465 loss_bbox_4: 0.1913 loss_giou_4: 0.3588 time: 0.2803 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:24] d2.utils.events INFO: eta: 1 day, 2:25:53 iter: 112399 total_loss: 5.89 loss_ce: 0.319 loss_bbox: 0.2021 loss_giou: 0.36 loss_ce_0: 0.5088 loss_bbox_0: 0.3373 loss_giou_0: 0.5358 loss_ce_1: 0.4149 loss_bbox_1: 0.237 loss_giou_1: 0.4041 loss_ce_2: 0.3506 loss_bbox_2: 0.2149 loss_giou_2: 0.3821 loss_ce_3: 0.3205 loss_bbox_3: 0.2051 loss_giou_3: 0.3656 loss_ce_4: 0.3188 loss_bbox_4: 0.2013 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:30] d2.utils.events INFO: eta: 1 day, 2:25:27 iter: 112419 total_loss: 6.33 loss_ce: 0.3351 loss_bbox: 0.2138 loss_giou: 0.3739 loss_ce_0: 0.5203 loss_bbox_0: 0.3491 loss_giou_0: 0.5629 loss_ce_1: 0.4337 loss_bbox_1: 0.2503 loss_giou_1: 0.424 loss_ce_2: 0.3702 loss_bbox_2: 0.226 loss_giou_2: 0.3877 loss_ce_3: 0.348 loss_bbox_3: 0.2194 loss_giou_3: 0.3706 loss_ce_4: 0.333 loss_bbox_4: 0.2148 loss_giou_4: 0.3644 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:36] d2.utils.events INFO: eta: 1 day, 2:25:17 iter: 112439 total_loss: 6.149 loss_ce: 0.3351 loss_bbox: 0.2022 loss_giou: 0.3556 loss_ce_0: 0.5075 loss_bbox_0: 0.3521 loss_giou_0: 0.5551 loss_ce_1: 0.4217 loss_bbox_1: 0.2474 loss_giou_1: 0.4113 loss_ce_2: 0.3664 loss_bbox_2: 0.221 loss_giou_2: 0.3817 loss_ce_3: 0.3345 loss_bbox_3: 0.2112 loss_giou_3: 0.3758 loss_ce_4: 0.3269 loss_bbox_4: 0.205 loss_giou_4: 0.3609 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:42] d2.utils.events INFO: eta: 1 day, 2:25:53 iter: 112459 total_loss: 6.28 loss_ce: 0.3229 loss_bbox: 0.2067 loss_giou: 0.3379 loss_ce_0: 0.529 loss_bbox_0: 0.3378 loss_giou_0: 0.5301 loss_ce_1: 0.4313 loss_bbox_1: 0.243 loss_giou_1: 0.39 loss_ce_2: 0.3729 loss_bbox_2: 0.2191 loss_giou_2: 0.3573 loss_ce_3: 0.3372 loss_bbox_3: 0.2058 loss_giou_3: 0.3411 loss_ce_4: 0.3264 loss_bbox_4: 0.2071 loss_giou_4: 0.3371 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:47] d2.utils.events INFO: eta: 1 day, 2:25:14 iter: 112479 total_loss: 5.84 loss_ce: 0.3057 loss_bbox: 0.1932 loss_giou: 0.3638 loss_ce_0: 0.504 loss_bbox_0: 0.3279 loss_giou_0: 0.5335 loss_ce_1: 0.4045 loss_bbox_1: 0.2229 loss_giou_1: 0.3974 loss_ce_2: 0.3413 loss_bbox_2: 0.2115 loss_giou_2: 0.3715 loss_ce_3: 0.3132 loss_bbox_3: 0.198 loss_giou_3: 0.3672 loss_ce_4: 0.3045 loss_bbox_4: 0.1916 loss_giou_4: 0.3657 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:53] d2.utils.events INFO: eta: 1 day, 2:25:45 iter: 112499 total_loss: 6.257 loss_ce: 0.3368 loss_bbox: 0.2029 loss_giou: 0.3623 loss_ce_0: 0.5265 loss_bbox_0: 0.3364 loss_giou_0: 0.5638 loss_ce_1: 0.4255 loss_bbox_1: 0.2399 loss_giou_1: 0.4204 loss_ce_2: 0.3864 loss_bbox_2: 0.2112 loss_giou_2: 0.387 loss_ce_3: 0.3493 loss_bbox_3: 0.2072 loss_giou_3: 0.3683 loss_ce_4: 0.3374 loss_bbox_4: 0.2032 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 22:22:59] d2.utils.events INFO: eta: 1 day, 2:25:35 iter: 112519 total_loss: 6.087 loss_ce: 0.3332 loss_bbox: 0.1988 loss_giou: 0.3483 loss_ce_0: 0.5264 loss_bbox_0: 0.3236 loss_giou_0: 0.54 loss_ce_1: 0.4295 loss_bbox_1: 0.2288 loss_giou_1: 0.3874 loss_ce_2: 0.3709 loss_bbox_2: 0.2101 loss_giou_2: 0.3623 loss_ce_3: 0.3387 loss_bbox_3: 0.1994 loss_giou_3: 0.3564 loss_ce_4: 0.3284 loss_bbox_4: 0.1984 loss_giou_4: 0.3487 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:04] d2.utils.events INFO: eta: 1 day, 2:24:28 iter: 112539 total_loss: 5.988 loss_ce: 0.3179 loss_bbox: 0.2021 loss_giou: 0.3418 loss_ce_0: 0.5245 loss_bbox_0: 0.3454 loss_giou_0: 0.5392 loss_ce_1: 0.4056 loss_bbox_1: 0.231 loss_giou_1: 0.3936 loss_ce_2: 0.3514 loss_bbox_2: 0.2141 loss_giou_2: 0.3621 loss_ce_3: 0.328 loss_bbox_3: 0.2074 loss_giou_3: 0.3495 loss_ce_4: 0.3262 loss_bbox_4: 0.2017 loss_giou_4: 0.3481 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:10] d2.utils.events INFO: eta: 1 day, 2:22:40 iter: 112559 total_loss: 6.255 loss_ce: 0.3674 loss_bbox: 0.2 loss_giou: 0.3296 loss_ce_0: 0.5365 loss_bbox_0: 0.3457 loss_giou_0: 0.5311 loss_ce_1: 0.4628 loss_bbox_1: 0.2359 loss_giou_1: 0.3885 loss_ce_2: 0.4058 loss_bbox_2: 0.2084 loss_giou_2: 0.3517 loss_ce_3: 0.367 loss_bbox_3: 0.2047 loss_giou_3: 0.3384 loss_ce_4: 0.3617 loss_bbox_4: 0.1991 loss_giou_4: 0.3294 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:16] d2.utils.events INFO: eta: 1 day, 2:22:32 iter: 112579 total_loss: 6.282 loss_ce: 0.3371 loss_bbox: 0.187 loss_giou: 0.3526 loss_ce_0: 0.5449 loss_bbox_0: 0.3161 loss_giou_0: 0.5565 loss_ce_1: 0.4389 loss_bbox_1: 0.2229 loss_giou_1: 0.4017 loss_ce_2: 0.379 loss_bbox_2: 0.2033 loss_giou_2: 0.3705 loss_ce_3: 0.3443 loss_bbox_3: 0.1943 loss_giou_3: 0.3633 loss_ce_4: 0.3378 loss_bbox_4: 0.1896 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:21] d2.utils.events INFO: eta: 1 day, 2:22:32 iter: 112599 total_loss: 6.151 loss_ce: 0.3372 loss_bbox: 0.197 loss_giou: 0.3505 loss_ce_0: 0.531 loss_bbox_0: 0.3439 loss_giou_0: 0.5395 loss_ce_1: 0.4339 loss_bbox_1: 0.2302 loss_giou_1: 0.4015 loss_ce_2: 0.3666 loss_bbox_2: 0.2127 loss_giou_2: 0.3663 loss_ce_3: 0.3478 loss_bbox_3: 0.203 loss_giou_3: 0.3532 loss_ce_4: 0.3451 loss_bbox_4: 0.1998 loss_giou_4: 0.3523 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:27] d2.utils.events INFO: eta: 1 day, 2:22:21 iter: 112619 total_loss: 6.1 loss_ce: 0.337 loss_bbox: 0.2053 loss_giou: 0.3493 loss_ce_0: 0.5153 loss_bbox_0: 0.3365 loss_giou_0: 0.562 loss_ce_1: 0.4324 loss_bbox_1: 0.2386 loss_giou_1: 0.4075 loss_ce_2: 0.3686 loss_bbox_2: 0.2192 loss_giou_2: 0.3732 loss_ce_3: 0.3448 loss_bbox_3: 0.2077 loss_giou_3: 0.3608 loss_ce_4: 0.332 loss_bbox_4: 0.2067 loss_giou_4: 0.3527 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:33] d2.utils.events INFO: eta: 1 day, 2:22:20 iter: 112639 total_loss: 6.084 loss_ce: 0.3243 loss_bbox: 0.1847 loss_giou: 0.3584 loss_ce_0: 0.5364 loss_bbox_0: 0.3249 loss_giou_0: 0.576 loss_ce_1: 0.4336 loss_bbox_1: 0.235 loss_giou_1: 0.4177 loss_ce_2: 0.3629 loss_bbox_2: 0.1962 loss_giou_2: 0.3781 loss_ce_3: 0.3394 loss_bbox_3: 0.1922 loss_giou_3: 0.364 loss_ce_4: 0.3293 loss_bbox_4: 0.1865 loss_giou_4: 0.3585 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:38] d2.utils.events INFO: eta: 1 day, 2:24:06 iter: 112659 total_loss: 6.26 loss_ce: 0.3308 loss_bbox: 0.1898 loss_giou: 0.3538 loss_ce_0: 0.5467 loss_bbox_0: 0.3206 loss_giou_0: 0.5544 loss_ce_1: 0.4375 loss_bbox_1: 0.2209 loss_giou_1: 0.4041 loss_ce_2: 0.3673 loss_bbox_2: 0.1998 loss_giou_2: 0.368 loss_ce_3: 0.3267 loss_bbox_3: 0.1984 loss_giou_3: 0.3612 loss_ce_4: 0.3294 loss_bbox_4: 0.1921 loss_giou_4: 0.3573 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:44] d2.utils.events INFO: eta: 1 day, 2:23:35 iter: 112679 total_loss: 6.191 loss_ce: 0.3315 loss_bbox: 0.2019 loss_giou: 0.3505 loss_ce_0: 0.5324 loss_bbox_0: 0.3448 loss_giou_0: 0.5421 loss_ce_1: 0.4286 loss_bbox_1: 0.2337 loss_giou_1: 0.4083 loss_ce_2: 0.3641 loss_bbox_2: 0.218 loss_giou_2: 0.3716 loss_ce_3: 0.3385 loss_bbox_3: 0.2035 loss_giou_3: 0.3605 loss_ce_4: 0.3344 loss_bbox_4: 0.2034 loss_giou_4: 0.354 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:50] d2.utils.events INFO: eta: 1 day, 2:23:43 iter: 112699 total_loss: 6.03 loss_ce: 0.3003 loss_bbox: 0.1788 loss_giou: 0.3538 loss_ce_0: 0.5244 loss_bbox_0: 0.3385 loss_giou_0: 0.5477 loss_ce_1: 0.4102 loss_bbox_1: 0.2213 loss_giou_1: 0.4063 loss_ce_2: 0.3423 loss_bbox_2: 0.1984 loss_giou_2: 0.3695 loss_ce_3: 0.3123 loss_bbox_3: 0.191 loss_giou_3: 0.3608 loss_ce_4: 0.3046 loss_bbox_4: 0.1798 loss_giou_4: 0.3535 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 22:23:55] d2.utils.events INFO: eta: 1 day, 2:23:05 iter: 112719 total_loss: 6.221 loss_ce: 0.3408 loss_bbox: 0.2116 loss_giou: 0.3412 loss_ce_0: 0.5365 loss_bbox_0: 0.3475 loss_giou_0: 0.5294 loss_ce_1: 0.4475 loss_bbox_1: 0.2393 loss_giou_1: 0.3912 loss_ce_2: 0.3686 loss_bbox_2: 0.2222 loss_giou_2: 0.3733 loss_ce_3: 0.3506 loss_bbox_3: 0.2179 loss_giou_3: 0.3572 loss_ce_4: 0.3389 loss_bbox_4: 0.2129 loss_giou_4: 0.3476 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:01] d2.utils.events INFO: eta: 1 day, 2:22:17 iter: 112739 total_loss: 6.166 loss_ce: 0.3164 loss_bbox: 0.213 loss_giou: 0.3543 loss_ce_0: 0.5241 loss_bbox_0: 0.3455 loss_giou_0: 0.5565 loss_ce_1: 0.4182 loss_bbox_1: 0.2449 loss_giou_1: 0.4135 loss_ce_2: 0.3672 loss_bbox_2: 0.2243 loss_giou_2: 0.3742 loss_ce_3: 0.3354 loss_bbox_3: 0.2201 loss_giou_3: 0.3638 loss_ce_4: 0.3157 loss_bbox_4: 0.2154 loss_giou_4: 0.357 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:07] d2.utils.events INFO: eta: 1 day, 2:23:28 iter: 112759 total_loss: 6.268 loss_ce: 0.3524 loss_bbox: 0.1906 loss_giou: 0.3559 loss_ce_0: 0.544 loss_bbox_0: 0.3357 loss_giou_0: 0.5647 loss_ce_1: 0.4387 loss_bbox_1: 0.2276 loss_giou_1: 0.413 loss_ce_2: 0.3715 loss_bbox_2: 0.2022 loss_giou_2: 0.3765 loss_ce_3: 0.3506 loss_bbox_3: 0.2007 loss_giou_3: 0.3648 loss_ce_4: 0.3488 loss_bbox_4: 0.1941 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:13] d2.utils.events INFO: eta: 1 day, 2:23:23 iter: 112779 total_loss: 6.403 loss_ce: 0.3239 loss_bbox: 0.2066 loss_giou: 0.381 loss_ce_0: 0.5368 loss_bbox_0: 0.3477 loss_giou_0: 0.5825 loss_ce_1: 0.4205 loss_bbox_1: 0.2418 loss_giou_1: 0.4285 loss_ce_2: 0.364 loss_bbox_2: 0.2179 loss_giou_2: 0.398 loss_ce_3: 0.3328 loss_bbox_3: 0.215 loss_giou_3: 0.3913 loss_ce_4: 0.3234 loss_bbox_4: 0.2088 loss_giou_4: 0.3833 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:18] d2.utils.events INFO: eta: 1 day, 2:23:15 iter: 112799 total_loss: 6.286 loss_ce: 0.3366 loss_bbox: 0.1907 loss_giou: 0.3449 loss_ce_0: 0.5353 loss_bbox_0: 0.3598 loss_giou_0: 0.5409 loss_ce_1: 0.4459 loss_bbox_1: 0.2312 loss_giou_1: 0.4046 loss_ce_2: 0.3734 loss_bbox_2: 0.2104 loss_giou_2: 0.3633 loss_ce_3: 0.3483 loss_bbox_3: 0.2067 loss_giou_3: 0.349 loss_ce_4: 0.3364 loss_bbox_4: 0.1955 loss_giou_4: 0.346 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:24] d2.utils.events INFO: eta: 1 day, 2:21:27 iter: 112819 total_loss: 6.091 loss_ce: 0.3287 loss_bbox: 0.2068 loss_giou: 0.3439 loss_ce_0: 0.5243 loss_bbox_0: 0.3578 loss_giou_0: 0.5374 loss_ce_1: 0.4304 loss_bbox_1: 0.2413 loss_giou_1: 0.3989 loss_ce_2: 0.3674 loss_bbox_2: 0.2224 loss_giou_2: 0.3563 loss_ce_3: 0.3419 loss_bbox_3: 0.2112 loss_giou_3: 0.3476 loss_ce_4: 0.3281 loss_bbox_4: 0.2097 loss_giou_4: 0.3401 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:30] d2.utils.events INFO: eta: 1 day, 2:22:09 iter: 112839 total_loss: 6.189 loss_ce: 0.3376 loss_bbox: 0.1929 loss_giou: 0.3597 loss_ce_0: 0.5309 loss_bbox_0: 0.3213 loss_giou_0: 0.5531 loss_ce_1: 0.4365 loss_bbox_1: 0.2233 loss_giou_1: 0.4101 loss_ce_2: 0.383 loss_bbox_2: 0.207 loss_giou_2: 0.3801 loss_ce_3: 0.3489 loss_bbox_3: 0.1969 loss_giou_3: 0.3632 loss_ce_4: 0.3419 loss_bbox_4: 0.1909 loss_giou_4: 0.3616 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:35] d2.utils.events INFO: eta: 1 day, 2:21:44 iter: 112859 total_loss: 6.217 loss_ce: 0.347 loss_bbox: 0.2144 loss_giou: 0.3529 loss_ce_0: 0.5201 loss_bbox_0: 0.3519 loss_giou_0: 0.5527 loss_ce_1: 0.4297 loss_bbox_1: 0.2543 loss_giou_1: 0.4182 loss_ce_2: 0.3812 loss_bbox_2: 0.2314 loss_giou_2: 0.3838 loss_ce_3: 0.3543 loss_bbox_3: 0.2234 loss_giou_3: 0.3684 loss_ce_4: 0.3414 loss_bbox_4: 0.2227 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:41] d2.utils.events INFO: eta: 1 day, 2:21:22 iter: 112879 total_loss: 5.942 loss_ce: 0.316 loss_bbox: 0.2039 loss_giou: 0.3387 loss_ce_0: 0.5223 loss_bbox_0: 0.3294 loss_giou_0: 0.5334 loss_ce_1: 0.4354 loss_bbox_1: 0.2345 loss_giou_1: 0.396 loss_ce_2: 0.3706 loss_bbox_2: 0.2155 loss_giou_2: 0.3597 loss_ce_3: 0.3294 loss_bbox_3: 0.2097 loss_giou_3: 0.3461 loss_ce_4: 0.3194 loss_bbox_4: 0.2047 loss_giou_4: 0.3411 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:47] d2.utils.events INFO: eta: 1 day, 2:21:52 iter: 112899 total_loss: 6.347 loss_ce: 0.3267 loss_bbox: 0.1965 loss_giou: 0.3718 loss_ce_0: 0.5382 loss_bbox_0: 0.3478 loss_giou_0: 0.5621 loss_ce_1: 0.4316 loss_bbox_1: 0.2388 loss_giou_1: 0.4246 loss_ce_2: 0.3642 loss_bbox_2: 0.2102 loss_giou_2: 0.3895 loss_ce_3: 0.3386 loss_bbox_3: 0.202 loss_giou_3: 0.3794 loss_ce_4: 0.3334 loss_bbox_4: 0.1979 loss_giou_4: 0.3693 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:52] d2.utils.events INFO: eta: 1 day, 2:20:15 iter: 112919 total_loss: 6.201 loss_ce: 0.331 loss_bbox: 0.2015 loss_giou: 0.3688 loss_ce_0: 0.5332 loss_bbox_0: 0.3416 loss_giou_0: 0.5506 loss_ce_1: 0.4321 loss_bbox_1: 0.2351 loss_giou_1: 0.4034 loss_ce_2: 0.3667 loss_bbox_2: 0.2116 loss_giou_2: 0.3807 loss_ce_3: 0.3388 loss_bbox_3: 0.2081 loss_giou_3: 0.3735 loss_ce_4: 0.3284 loss_bbox_4: 0.2017 loss_giou_4: 0.3701 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:24:58] d2.utils.events INFO: eta: 1 day, 2:20:22 iter: 112939 total_loss: 6.182 loss_ce: 0.3237 loss_bbox: 0.2028 loss_giou: 0.3696 loss_ce_0: 0.5261 loss_bbox_0: 0.3468 loss_giou_0: 0.5472 loss_ce_1: 0.4241 loss_bbox_1: 0.2358 loss_giou_1: 0.4069 loss_ce_2: 0.3688 loss_bbox_2: 0.2145 loss_giou_2: 0.3859 loss_ce_3: 0.3298 loss_bbox_3: 0.206 loss_giou_3: 0.3793 loss_ce_4: 0.3267 loss_bbox_4: 0.2059 loss_giou_4: 0.3769 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:04] d2.utils.events INFO: eta: 1 day, 2:20:03 iter: 112959 total_loss: 6.262 loss_ce: 0.3318 loss_bbox: 0.1999 loss_giou: 0.3525 loss_ce_0: 0.5393 loss_bbox_0: 0.3494 loss_giou_0: 0.5625 loss_ce_1: 0.4423 loss_bbox_1: 0.2417 loss_giou_1: 0.4087 loss_ce_2: 0.3774 loss_bbox_2: 0.2146 loss_giou_2: 0.3675 loss_ce_3: 0.3416 loss_bbox_3: 0.2064 loss_giou_3: 0.3585 loss_ce_4: 0.3367 loss_bbox_4: 0.2005 loss_giou_4: 0.3528 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:09] d2.utils.events INFO: eta: 1 day, 2:19:27 iter: 112979 total_loss: 6.305 loss_ce: 0.3384 loss_bbox: 0.1976 loss_giou: 0.3817 loss_ce_0: 0.5303 loss_bbox_0: 0.3319 loss_giou_0: 0.5696 loss_ce_1: 0.433 loss_bbox_1: 0.2325 loss_giou_1: 0.4302 loss_ce_2: 0.3646 loss_bbox_2: 0.2069 loss_giou_2: 0.3954 loss_ce_3: 0.3408 loss_bbox_3: 0.1972 loss_giou_3: 0.3926 loss_ce_4: 0.3387 loss_bbox_4: 0.2031 loss_giou_4: 0.3882 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:15] d2.utils.events INFO: eta: 1 day, 2:19:58 iter: 112999 total_loss: 6.344 loss_ce: 0.3393 loss_bbox: 0.2057 loss_giou: 0.3689 loss_ce_0: 0.5281 loss_bbox_0: 0.3378 loss_giou_0: 0.5497 loss_ce_1: 0.4243 loss_bbox_1: 0.2432 loss_giou_1: 0.427 loss_ce_2: 0.375 loss_bbox_2: 0.2272 loss_giou_2: 0.3914 loss_ce_3: 0.3424 loss_bbox_3: 0.218 loss_giou_3: 0.3774 loss_ce_4: 0.3353 loss_bbox_4: 0.2127 loss_giou_4: 0.3715 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:21] d2.utils.events INFO: eta: 1 day, 2:20:13 iter: 113019 total_loss: 6.233 loss_ce: 0.3417 loss_bbox: 0.2079 loss_giou: 0.3842 loss_ce_0: 0.5235 loss_bbox_0: 0.3318 loss_giou_0: 0.5867 loss_ce_1: 0.4394 loss_bbox_1: 0.242 loss_giou_1: 0.441 loss_ce_2: 0.3782 loss_bbox_2: 0.2151 loss_giou_2: 0.4045 loss_ce_3: 0.3496 loss_bbox_3: 0.2094 loss_giou_3: 0.3944 loss_ce_4: 0.3449 loss_bbox_4: 0.2077 loss_giou_4: 0.39 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:27] d2.utils.events INFO: eta: 1 day, 2:20:07 iter: 113039 total_loss: 6.164 loss_ce: 0.3428 loss_bbox: 0.196 loss_giou: 0.3344 loss_ce_0: 0.5366 loss_bbox_0: 0.3374 loss_giou_0: 0.5336 loss_ce_1: 0.445 loss_bbox_1: 0.2393 loss_giou_1: 0.4039 loss_ce_2: 0.3827 loss_bbox_2: 0.2158 loss_giou_2: 0.3633 loss_ce_3: 0.3468 loss_bbox_3: 0.208 loss_giou_3: 0.3476 loss_ce_4: 0.3479 loss_bbox_4: 0.1982 loss_giou_4: 0.3408 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:32] d2.utils.events INFO: eta: 1 day, 2:21:48 iter: 113059 total_loss: 6.276 loss_ce: 0.3444 loss_bbox: 0.2081 loss_giou: 0.3575 loss_ce_0: 0.5384 loss_bbox_0: 0.3594 loss_giou_0: 0.5392 loss_ce_1: 0.4341 loss_bbox_1: 0.2434 loss_giou_1: 0.3987 loss_ce_2: 0.3791 loss_bbox_2: 0.2087 loss_giou_2: 0.3836 loss_ce_3: 0.3576 loss_bbox_3: 0.2149 loss_giou_3: 0.369 loss_ce_4: 0.3452 loss_bbox_4: 0.2101 loss_giou_4: 0.3618 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:38] d2.utils.events INFO: eta: 1 day, 2:21:42 iter: 113079 total_loss: 6.321 loss_ce: 0.335 loss_bbox: 0.2055 loss_giou: 0.3685 loss_ce_0: 0.5313 loss_bbox_0: 0.3475 loss_giou_0: 0.5541 loss_ce_1: 0.4239 loss_bbox_1: 0.2362 loss_giou_1: 0.4044 loss_ce_2: 0.3711 loss_bbox_2: 0.2137 loss_giou_2: 0.3748 loss_ce_3: 0.3494 loss_bbox_3: 0.2141 loss_giou_3: 0.3708 loss_ce_4: 0.3425 loss_bbox_4: 0.2091 loss_giou_4: 0.3673 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:44] d2.utils.events INFO: eta: 1 day, 2:21:37 iter: 113099 total_loss: 6.02 loss_ce: 0.3202 loss_bbox: 0.2018 loss_giou: 0.3575 loss_ce_0: 0.5115 loss_bbox_0: 0.3429 loss_giou_0: 0.5421 loss_ce_1: 0.4164 loss_bbox_1: 0.2386 loss_giou_1: 0.4011 loss_ce_2: 0.3497 loss_bbox_2: 0.2156 loss_giou_2: 0.3724 loss_ce_3: 0.3289 loss_bbox_3: 0.2045 loss_giou_3: 0.364 loss_ce_4: 0.3158 loss_bbox_4: 0.2049 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:49] d2.utils.events INFO: eta: 1 day, 2:21:09 iter: 113119 total_loss: 6.259 loss_ce: 0.3539 loss_bbox: 0.1835 loss_giou: 0.3398 loss_ce_0: 0.5489 loss_bbox_0: 0.3282 loss_giou_0: 0.5424 loss_ce_1: 0.434 loss_bbox_1: 0.2324 loss_giou_1: 0.4018 loss_ce_2: 0.3791 loss_bbox_2: 0.2088 loss_giou_2: 0.3667 loss_ce_3: 0.3578 loss_bbox_3: 0.1953 loss_giou_3: 0.3496 loss_ce_4: 0.354 loss_bbox_4: 0.186 loss_giou_4: 0.3471 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:25:55] d2.utils.events INFO: eta: 1 day, 2:21:12 iter: 113139 total_loss: 5.949 loss_ce: 0.3134 loss_bbox: 0.1853 loss_giou: 0.3564 loss_ce_0: 0.5103 loss_bbox_0: 0.3287 loss_giou_0: 0.5477 loss_ce_1: 0.4099 loss_bbox_1: 0.2219 loss_giou_1: 0.412 loss_ce_2: 0.3535 loss_bbox_2: 0.2002 loss_giou_2: 0.3775 loss_ce_3: 0.3242 loss_bbox_3: 0.1914 loss_giou_3: 0.3662 loss_ce_4: 0.3126 loss_bbox_4: 0.1877 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:01] d2.utils.events INFO: eta: 1 day, 2:21:37 iter: 113159 total_loss: 6.312 loss_ce: 0.3265 loss_bbox: 0.1998 loss_giou: 0.3855 loss_ce_0: 0.5263 loss_bbox_0: 0.3479 loss_giou_0: 0.5916 loss_ce_1: 0.4215 loss_bbox_1: 0.2438 loss_giou_1: 0.4365 loss_ce_2: 0.3695 loss_bbox_2: 0.214 loss_giou_2: 0.3976 loss_ce_3: 0.3283 loss_bbox_3: 0.2075 loss_giou_3: 0.3893 loss_ce_4: 0.3303 loss_bbox_4: 0.2044 loss_giou_4: 0.3859 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:07] d2.utils.events INFO: eta: 1 day, 2:21:16 iter: 113179 total_loss: 6.182 loss_ce: 0.345 loss_bbox: 0.1944 loss_giou: 0.3469 loss_ce_0: 0.5422 loss_bbox_0: 0.3298 loss_giou_0: 0.5244 loss_ce_1: 0.435 loss_bbox_1: 0.2219 loss_giou_1: 0.383 loss_ce_2: 0.3804 loss_bbox_2: 0.2083 loss_giou_2: 0.3598 loss_ce_3: 0.3551 loss_bbox_3: 0.1996 loss_giou_3: 0.3466 loss_ce_4: 0.3464 loss_bbox_4: 0.1932 loss_giou_4: 0.3482 time: 0.2803 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:12] d2.utils.events INFO: eta: 1 day, 2:19:49 iter: 113199 total_loss: 6.363 loss_ce: 0.3327 loss_bbox: 0.2038 loss_giou: 0.3735 loss_ce_0: 0.539 loss_bbox_0: 0.3474 loss_giou_0: 0.566 loss_ce_1: 0.4419 loss_bbox_1: 0.239 loss_giou_1: 0.4233 loss_ce_2: 0.3909 loss_bbox_2: 0.2167 loss_giou_2: 0.3878 loss_ce_3: 0.3431 loss_bbox_3: 0.2154 loss_giou_3: 0.38 loss_ce_4: 0.3318 loss_bbox_4: 0.2083 loss_giou_4: 0.3719 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:18] d2.utils.events INFO: eta: 1 day, 2:21:05 iter: 113219 total_loss: 6.294 loss_ce: 0.3382 loss_bbox: 0.2073 loss_giou: 0.3818 loss_ce_0: 0.5367 loss_bbox_0: 0.3356 loss_giou_0: 0.5803 loss_ce_1: 0.4413 loss_bbox_1: 0.2363 loss_giou_1: 0.4302 loss_ce_2: 0.372 loss_bbox_2: 0.2138 loss_giou_2: 0.3969 loss_ce_3: 0.3449 loss_bbox_3: 0.2074 loss_giou_3: 0.386 loss_ce_4: 0.3461 loss_bbox_4: 0.2078 loss_giou_4: 0.3827 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:24] d2.utils.events INFO: eta: 1 day, 2:20:35 iter: 113239 total_loss: 6.049 loss_ce: 0.3332 loss_bbox: 0.2009 loss_giou: 0.3544 loss_ce_0: 0.5262 loss_bbox_0: 0.3426 loss_giou_0: 0.5424 loss_ce_1: 0.4221 loss_bbox_1: 0.2354 loss_giou_1: 0.4051 loss_ce_2: 0.3558 loss_bbox_2: 0.2176 loss_giou_2: 0.3736 loss_ce_3: 0.3245 loss_bbox_3: 0.2115 loss_giou_3: 0.3685 loss_ce_4: 0.3241 loss_bbox_4: 0.2077 loss_giou_4: 0.3562 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:29] d2.utils.events INFO: eta: 1 day, 2:20:54 iter: 113259 total_loss: 5.973 loss_ce: 0.3141 loss_bbox: 0.1978 loss_giou: 0.3606 loss_ce_0: 0.5182 loss_bbox_0: 0.3327 loss_giou_0: 0.524 loss_ce_1: 0.4144 loss_bbox_1: 0.2309 loss_giou_1: 0.4026 loss_ce_2: 0.3548 loss_bbox_2: 0.2105 loss_giou_2: 0.3766 loss_ce_3: 0.3249 loss_bbox_3: 0.2045 loss_giou_3: 0.3688 loss_ce_4: 0.3187 loss_bbox_4: 0.2021 loss_giou_4: 0.364 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:35] d2.utils.events INFO: eta: 1 day, 2:19:03 iter: 113279 total_loss: 6.322 loss_ce: 0.3626 loss_bbox: 0.1968 loss_giou: 0.3693 loss_ce_0: 0.537 loss_bbox_0: 0.3522 loss_giou_0: 0.5866 loss_ce_1: 0.4616 loss_bbox_1: 0.2406 loss_giou_1: 0.4199 loss_ce_2: 0.3997 loss_bbox_2: 0.2103 loss_giou_2: 0.3834 loss_ce_3: 0.3715 loss_bbox_3: 0.1994 loss_giou_3: 0.3814 loss_ce_4: 0.3588 loss_bbox_4: 0.1985 loss_giou_4: 0.3695 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:41] d2.utils.events INFO: eta: 1 day, 2:18:58 iter: 113299 total_loss: 6.005 loss_ce: 0.3242 loss_bbox: 0.1913 loss_giou: 0.3658 loss_ce_0: 0.5106 loss_bbox_0: 0.3332 loss_giou_0: 0.5518 loss_ce_1: 0.4156 loss_bbox_1: 0.2313 loss_giou_1: 0.4091 loss_ce_2: 0.3503 loss_bbox_2: 0.2031 loss_giou_2: 0.383 loss_ce_3: 0.3261 loss_bbox_3: 0.2028 loss_giou_3: 0.3729 loss_ce_4: 0.3234 loss_bbox_4: 0.1914 loss_giou_4: 0.3679 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:46] d2.utils.events INFO: eta: 1 day, 2:19:34 iter: 113319 total_loss: 6.173 loss_ce: 0.3431 loss_bbox: 0.2155 loss_giou: 0.338 loss_ce_0: 0.5221 loss_bbox_0: 0.3598 loss_giou_0: 0.519 loss_ce_1: 0.4338 loss_bbox_1: 0.2561 loss_giou_1: 0.3864 loss_ce_2: 0.3711 loss_bbox_2: 0.2308 loss_giou_2: 0.3601 loss_ce_3: 0.3456 loss_bbox_3: 0.219 loss_giou_3: 0.3465 loss_ce_4: 0.3412 loss_bbox_4: 0.2159 loss_giou_4: 0.3427 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:52] d2.utils.events INFO: eta: 1 day, 2:19:28 iter: 113339 total_loss: 5.918 loss_ce: 0.3156 loss_bbox: 0.2016 loss_giou: 0.3427 loss_ce_0: 0.5084 loss_bbox_0: 0.3434 loss_giou_0: 0.5188 loss_ce_1: 0.4083 loss_bbox_1: 0.2434 loss_giou_1: 0.3958 loss_ce_2: 0.3438 loss_bbox_2: 0.2162 loss_giou_2: 0.3613 loss_ce_3: 0.3238 loss_bbox_3: 0.2116 loss_giou_3: 0.3521 loss_ce_4: 0.3123 loss_bbox_4: 0.2067 loss_giou_4: 0.3439 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 22:26:58] d2.utils.events INFO: eta: 1 day, 2:18:33 iter: 113359 total_loss: 6.066 loss_ce: 0.3257 loss_bbox: 0.2097 loss_giou: 0.3468 loss_ce_0: 0.5224 loss_bbox_0: 0.3669 loss_giou_0: 0.5193 loss_ce_1: 0.4221 loss_bbox_1: 0.2436 loss_giou_1: 0.3928 loss_ce_2: 0.3553 loss_bbox_2: 0.2249 loss_giou_2: 0.3697 loss_ce_3: 0.324 loss_bbox_3: 0.2129 loss_giou_3: 0.3564 loss_ce_4: 0.3177 loss_bbox_4: 0.2078 loss_giou_4: 0.3521 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:03] d2.utils.events INFO: eta: 1 day, 2:18:27 iter: 113379 total_loss: 5.979 loss_ce: 0.3127 loss_bbox: 0.1946 loss_giou: 0.3374 loss_ce_0: 0.5296 loss_bbox_0: 0.3374 loss_giou_0: 0.5233 loss_ce_1: 0.4049 loss_bbox_1: 0.2354 loss_giou_1: 0.3867 loss_ce_2: 0.3561 loss_bbox_2: 0.2105 loss_giou_2: 0.3511 loss_ce_3: 0.325 loss_bbox_3: 0.2034 loss_giou_3: 0.3452 loss_ce_4: 0.3097 loss_bbox_4: 0.1978 loss_giou_4: 0.3423 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:09] d2.utils.events INFO: eta: 1 day, 2:17:41 iter: 113399 total_loss: 6.295 loss_ce: 0.3278 loss_bbox: 0.2091 loss_giou: 0.37 loss_ce_0: 0.5152 loss_bbox_0: 0.3493 loss_giou_0: 0.5308 loss_ce_1: 0.4098 loss_bbox_1: 0.2486 loss_giou_1: 0.4122 loss_ce_2: 0.3582 loss_bbox_2: 0.228 loss_giou_2: 0.3893 loss_ce_3: 0.3311 loss_bbox_3: 0.2135 loss_giou_3: 0.3831 loss_ce_4: 0.3293 loss_bbox_4: 0.2118 loss_giou_4: 0.3837 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:15] d2.utils.events INFO: eta: 1 day, 2:17:31 iter: 113419 total_loss: 6.019 loss_ce: 0.3143 loss_bbox: 0.1989 loss_giou: 0.354 loss_ce_0: 0.5361 loss_bbox_0: 0.3352 loss_giou_0: 0.5467 loss_ce_1: 0.4228 loss_bbox_1: 0.2336 loss_giou_1: 0.4054 loss_ce_2: 0.3537 loss_bbox_2: 0.2188 loss_giou_2: 0.3757 loss_ce_3: 0.3196 loss_bbox_3: 0.2121 loss_giou_3: 0.3662 loss_ce_4: 0.3187 loss_bbox_4: 0.2021 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:20] d2.utils.events INFO: eta: 1 day, 2:17:28 iter: 113439 total_loss: 6.401 loss_ce: 0.3427 loss_bbox: 0.2043 loss_giou: 0.3607 loss_ce_0: 0.5206 loss_bbox_0: 0.3342 loss_giou_0: 0.5625 loss_ce_1: 0.427 loss_bbox_1: 0.2393 loss_giou_1: 0.4189 loss_ce_2: 0.3736 loss_bbox_2: 0.2128 loss_giou_2: 0.3946 loss_ce_3: 0.3481 loss_bbox_3: 0.2074 loss_giou_3: 0.3704 loss_ce_4: 0.337 loss_bbox_4: 0.2032 loss_giou_4: 0.3652 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:26] d2.utils.events INFO: eta: 1 day, 2:17:15 iter: 113459 total_loss: 6.158 loss_ce: 0.3299 loss_bbox: 0.2258 loss_giou: 0.3676 loss_ce_0: 0.5207 loss_bbox_0: 0.3485 loss_giou_0: 0.5341 loss_ce_1: 0.4241 loss_bbox_1: 0.2524 loss_giou_1: 0.4134 loss_ce_2: 0.3582 loss_bbox_2: 0.2407 loss_giou_2: 0.3744 loss_ce_3: 0.3468 loss_bbox_3: 0.2281 loss_giou_3: 0.3725 loss_ce_4: 0.3361 loss_bbox_4: 0.2238 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:32] d2.utils.events INFO: eta: 1 day, 2:17:19 iter: 113479 total_loss: 6.219 loss_ce: 0.3296 loss_bbox: 0.2075 loss_giou: 0.3547 loss_ce_0: 0.5223 loss_bbox_0: 0.3425 loss_giou_0: 0.5528 loss_ce_1: 0.4339 loss_bbox_1: 0.2402 loss_giou_1: 0.4044 loss_ce_2: 0.3652 loss_bbox_2: 0.2209 loss_giou_2: 0.3706 loss_ce_3: 0.3381 loss_bbox_3: 0.2108 loss_giou_3: 0.3626 loss_ce_4: 0.3254 loss_bbox_4: 0.2079 loss_giou_4: 0.3576 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:38] d2.utils.events INFO: eta: 1 day, 2:17:29 iter: 113499 total_loss: 6.14 loss_ce: 0.3226 loss_bbox: 0.2018 loss_giou: 0.3677 loss_ce_0: 0.5127 loss_bbox_0: 0.3353 loss_giou_0: 0.5623 loss_ce_1: 0.4283 loss_bbox_1: 0.2318 loss_giou_1: 0.4176 loss_ce_2: 0.3671 loss_bbox_2: 0.2131 loss_giou_2: 0.3806 loss_ce_3: 0.3378 loss_bbox_3: 0.2083 loss_giou_3: 0.3757 loss_ce_4: 0.3242 loss_bbox_4: 0.2043 loss_giou_4: 0.3723 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:43] d2.utils.events INFO: eta: 1 day, 2:17:56 iter: 113519 total_loss: 6.24 loss_ce: 0.3278 loss_bbox: 0.1875 loss_giou: 0.3474 loss_ce_0: 0.5394 loss_bbox_0: 0.3432 loss_giou_0: 0.5361 loss_ce_1: 0.4248 loss_bbox_1: 0.2335 loss_giou_1: 0.4044 loss_ce_2: 0.3622 loss_bbox_2: 0.197 loss_giou_2: 0.3675 loss_ce_3: 0.3231 loss_bbox_3: 0.1954 loss_giou_3: 0.3592 loss_ce_4: 0.3232 loss_bbox_4: 0.1943 loss_giou_4: 0.3525 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:49] d2.utils.events INFO: eta: 1 day, 2:19:26 iter: 113539 total_loss: 6.238 loss_ce: 0.3543 loss_bbox: 0.2146 loss_giou: 0.3603 loss_ce_0: 0.5302 loss_bbox_0: 0.3413 loss_giou_0: 0.5609 loss_ce_1: 0.4408 loss_bbox_1: 0.2364 loss_giou_1: 0.4167 loss_ce_2: 0.3752 loss_bbox_2: 0.2141 loss_giou_2: 0.3742 loss_ce_3: 0.3597 loss_bbox_3: 0.2132 loss_giou_3: 0.3663 loss_ce_4: 0.3543 loss_bbox_4: 0.2112 loss_giou_4: 0.3625 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 22:27:55] d2.utils.events INFO: eta: 1 day, 2:19:56 iter: 113559 total_loss: 6.215 loss_ce: 0.3394 loss_bbox: 0.2119 loss_giou: 0.3701 loss_ce_0: 0.5315 loss_bbox_0: 0.3439 loss_giou_0: 0.5443 loss_ce_1: 0.4344 loss_bbox_1: 0.2398 loss_giou_1: 0.428 loss_ce_2: 0.3655 loss_bbox_2: 0.226 loss_giou_2: 0.389 loss_ce_3: 0.3402 loss_bbox_3: 0.2158 loss_giou_3: 0.3748 loss_ce_4: 0.333 loss_bbox_4: 0.2111 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:00] d2.utils.events INFO: eta: 1 day, 2:20:01 iter: 113579 total_loss: 6.242 loss_ce: 0.3396 loss_bbox: 0.211 loss_giou: 0.3578 loss_ce_0: 0.5338 loss_bbox_0: 0.3447 loss_giou_0: 0.5513 loss_ce_1: 0.4379 loss_bbox_1: 0.2436 loss_giou_1: 0.4192 loss_ce_2: 0.37 loss_bbox_2: 0.2306 loss_giou_2: 0.382 loss_ce_3: 0.3468 loss_bbox_3: 0.2195 loss_giou_3: 0.3691 loss_ce_4: 0.3424 loss_bbox_4: 0.2125 loss_giou_4: 0.3623 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:06] d2.utils.events INFO: eta: 1 day, 2:19:56 iter: 113599 total_loss: 5.945 loss_ce: 0.2948 loss_bbox: 0.1837 loss_giou: 0.3676 loss_ce_0: 0.4857 loss_bbox_0: 0.3334 loss_giou_0: 0.553 loss_ce_1: 0.3928 loss_bbox_1: 0.2219 loss_giou_1: 0.4174 loss_ce_2: 0.3307 loss_bbox_2: 0.2011 loss_giou_2: 0.3881 loss_ce_3: 0.3066 loss_bbox_3: 0.1937 loss_giou_3: 0.3745 loss_ce_4: 0.2977 loss_bbox_4: 0.1903 loss_giou_4: 0.3696 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:12] d2.utils.events INFO: eta: 1 day, 2:20:14 iter: 113619 total_loss: 6.095 loss_ce: 0.3072 loss_bbox: 0.1928 loss_giou: 0.3484 loss_ce_0: 0.5164 loss_bbox_0: 0.3405 loss_giou_0: 0.5561 loss_ce_1: 0.4074 loss_bbox_1: 0.2334 loss_giou_1: 0.3925 loss_ce_2: 0.3411 loss_bbox_2: 0.2112 loss_giou_2: 0.3648 loss_ce_3: 0.3129 loss_bbox_3: 0.1989 loss_giou_3: 0.35 loss_ce_4: 0.3069 loss_bbox_4: 0.1951 loss_giou_4: 0.3472 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:17] d2.utils.events INFO: eta: 1 day, 2:19:23 iter: 113639 total_loss: 6.531 loss_ce: 0.3545 loss_bbox: 0.2024 loss_giou: 0.3918 loss_ce_0: 0.5468 loss_bbox_0: 0.3413 loss_giou_0: 0.5805 loss_ce_1: 0.4402 loss_bbox_1: 0.2384 loss_giou_1: 0.4464 loss_ce_2: 0.3857 loss_bbox_2: 0.2162 loss_giou_2: 0.4155 loss_ce_3: 0.3573 loss_bbox_3: 0.2103 loss_giou_3: 0.3977 loss_ce_4: 0.3511 loss_bbox_4: 0.2049 loss_giou_4: 0.3951 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:23] d2.utils.events INFO: eta: 1 day, 2:19:01 iter: 113659 total_loss: 6.194 loss_ce: 0.3331 loss_bbox: 0.1955 loss_giou: 0.3683 loss_ce_0: 0.5217 loss_bbox_0: 0.3396 loss_giou_0: 0.5714 loss_ce_1: 0.4243 loss_bbox_1: 0.2234 loss_giou_1: 0.4183 loss_ce_2: 0.3639 loss_bbox_2: 0.2042 loss_giou_2: 0.3875 loss_ce_3: 0.3441 loss_bbox_3: 0.1981 loss_giou_3: 0.3809 loss_ce_4: 0.3347 loss_bbox_4: 0.1965 loss_giou_4: 0.3708 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:29] d2.utils.events INFO: eta: 1 day, 2:18:35 iter: 113679 total_loss: 6.287 loss_ce: 0.3423 loss_bbox: 0.1971 loss_giou: 0.3614 loss_ce_0: 0.5382 loss_bbox_0: 0.3386 loss_giou_0: 0.5571 loss_ce_1: 0.4362 loss_bbox_1: 0.2444 loss_giou_1: 0.4161 loss_ce_2: 0.3756 loss_bbox_2: 0.2118 loss_giou_2: 0.3818 loss_ce_3: 0.3432 loss_bbox_3: 0.2014 loss_giou_3: 0.3657 loss_ce_4: 0.3478 loss_bbox_4: 0.1975 loss_giou_4: 0.3669 time: 0.2803 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:34] d2.utils.events INFO: eta: 1 day, 2:18:22 iter: 113699 total_loss: 6.089 loss_ce: 0.3486 loss_bbox: 0.1883 loss_giou: 0.3608 loss_ce_0: 0.5221 loss_bbox_0: 0.3308 loss_giou_0: 0.5486 loss_ce_1: 0.4137 loss_bbox_1: 0.2254 loss_giou_1: 0.4058 loss_ce_2: 0.368 loss_bbox_2: 0.2057 loss_giou_2: 0.3762 loss_ce_3: 0.3398 loss_bbox_3: 0.1977 loss_giou_3: 0.3706 loss_ce_4: 0.3418 loss_bbox_4: 0.1918 loss_giou_4: 0.3662 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:40] d2.utils.events INFO: eta: 1 day, 2:18:11 iter: 113719 total_loss: 6.141 loss_ce: 0.3424 loss_bbox: 0.1975 loss_giou: 0.3467 loss_ce_0: 0.5224 loss_bbox_0: 0.3404 loss_giou_0: 0.5342 loss_ce_1: 0.4345 loss_bbox_1: 0.2344 loss_giou_1: 0.3947 loss_ce_2: 0.3702 loss_bbox_2: 0.2127 loss_giou_2: 0.3608 loss_ce_3: 0.342 loss_bbox_3: 0.2045 loss_giou_3: 0.3579 loss_ce_4: 0.3388 loss_bbox_4: 0.2028 loss_giou_4: 0.3493 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:46] d2.utils.events INFO: eta: 1 day, 2:18:05 iter: 113739 total_loss: 6.396 loss_ce: 0.3526 loss_bbox: 0.2108 loss_giou: 0.3626 loss_ce_0: 0.5564 loss_bbox_0: 0.3435 loss_giou_0: 0.5426 loss_ce_1: 0.456 loss_bbox_1: 0.2434 loss_giou_1: 0.413 loss_ce_2: 0.3795 loss_bbox_2: 0.2236 loss_giou_2: 0.3877 loss_ce_3: 0.3568 loss_bbox_3: 0.2129 loss_giou_3: 0.3676 loss_ce_4: 0.3501 loss_bbox_4: 0.2127 loss_giou_4: 0.3642 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:52] d2.utils.events INFO: eta: 1 day, 2:17:59 iter: 113759 total_loss: 6.478 loss_ce: 0.3432 loss_bbox: 0.2147 loss_giou: 0.3727 loss_ce_0: 0.525 loss_bbox_0: 0.3429 loss_giou_0: 0.585 loss_ce_1: 0.4202 loss_bbox_1: 0.2476 loss_giou_1: 0.433 loss_ce_2: 0.3704 loss_bbox_2: 0.2269 loss_giou_2: 0.3992 loss_ce_3: 0.3495 loss_bbox_3: 0.2232 loss_giou_3: 0.3806 loss_ce_4: 0.3486 loss_bbox_4: 0.2183 loss_giou_4: 0.3751 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:28:57] d2.utils.events INFO: eta: 1 day, 2:17:59 iter: 113779 total_loss: 6.279 loss_ce: 0.3373 loss_bbox: 0.2094 loss_giou: 0.3512 loss_ce_0: 0.5288 loss_bbox_0: 0.3416 loss_giou_0: 0.5515 loss_ce_1: 0.4426 loss_bbox_1: 0.2476 loss_giou_1: 0.4021 loss_ce_2: 0.3796 loss_bbox_2: 0.227 loss_giou_2: 0.3734 loss_ce_3: 0.352 loss_bbox_3: 0.2158 loss_giou_3: 0.3575 loss_ce_4: 0.3375 loss_bbox_4: 0.2135 loss_giou_4: 0.3515 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:03] d2.utils.events INFO: eta: 1 day, 2:17:53 iter: 113799 total_loss: 6.597 loss_ce: 0.3578 loss_bbox: 0.2046 loss_giou: 0.3501 loss_ce_0: 0.5465 loss_bbox_0: 0.3464 loss_giou_0: 0.5566 loss_ce_1: 0.444 loss_bbox_1: 0.241 loss_giou_1: 0.4066 loss_ce_2: 0.3941 loss_bbox_2: 0.2213 loss_giou_2: 0.3707 loss_ce_3: 0.3688 loss_bbox_3: 0.2129 loss_giou_3: 0.3605 loss_ce_4: 0.3567 loss_bbox_4: 0.207 loss_giou_4: 0.3543 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:09] d2.utils.events INFO: eta: 1 day, 2:17:53 iter: 113819 total_loss: 6.381 loss_ce: 0.3427 loss_bbox: 0.2052 loss_giou: 0.3874 loss_ce_0: 0.5319 loss_bbox_0: 0.3446 loss_giou_0: 0.5881 loss_ce_1: 0.4351 loss_bbox_1: 0.2387 loss_giou_1: 0.4402 loss_ce_2: 0.3796 loss_bbox_2: 0.217 loss_giou_2: 0.4056 loss_ce_3: 0.346 loss_bbox_3: 0.2067 loss_giou_3: 0.3995 loss_ce_4: 0.3445 loss_bbox_4: 0.2063 loss_giou_4: 0.3942 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:15] d2.utils.events INFO: eta: 1 day, 2:17:47 iter: 113839 total_loss: 6.379 loss_ce: 0.3297 loss_bbox: 0.2015 loss_giou: 0.3436 loss_ce_0: 0.5307 loss_bbox_0: 0.3381 loss_giou_0: 0.5249 loss_ce_1: 0.4219 loss_bbox_1: 0.2369 loss_giou_1: 0.3949 loss_ce_2: 0.3635 loss_bbox_2: 0.217 loss_giou_2: 0.3652 loss_ce_3: 0.3402 loss_bbox_3: 0.2082 loss_giou_3: 0.3534 loss_ce_4: 0.3261 loss_bbox_4: 0.2046 loss_giou_4: 0.3461 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:20] d2.utils.events INFO: eta: 1 day, 2:17:40 iter: 113859 total_loss: 6.215 loss_ce: 0.3499 loss_bbox: 0.1952 loss_giou: 0.3367 loss_ce_0: 0.5469 loss_bbox_0: 0.3328 loss_giou_0: 0.5271 loss_ce_1: 0.4372 loss_bbox_1: 0.2393 loss_giou_1: 0.3918 loss_ce_2: 0.3833 loss_bbox_2: 0.2154 loss_giou_2: 0.3677 loss_ce_3: 0.352 loss_bbox_3: 0.2014 loss_giou_3: 0.353 loss_ce_4: 0.3469 loss_bbox_4: 0.1986 loss_giou_4: 0.3421 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:26] d2.utils.events INFO: eta: 1 day, 2:17:42 iter: 113879 total_loss: 6.344 loss_ce: 0.3197 loss_bbox: 0.1998 loss_giou: 0.3705 loss_ce_0: 0.5217 loss_bbox_0: 0.3384 loss_giou_0: 0.5517 loss_ce_1: 0.4258 loss_bbox_1: 0.238 loss_giou_1: 0.4316 loss_ce_2: 0.3518 loss_bbox_2: 0.2142 loss_giou_2: 0.3867 loss_ce_3: 0.3308 loss_bbox_3: 0.2037 loss_giou_3: 0.3779 loss_ce_4: 0.3213 loss_bbox_4: 0.201 loss_giou_4: 0.3767 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:32] d2.utils.events INFO: eta: 1 day, 2:17:42 iter: 113899 total_loss: 6.241 loss_ce: 0.3434 loss_bbox: 0.1983 loss_giou: 0.3553 loss_ce_0: 0.5439 loss_bbox_0: 0.3277 loss_giou_0: 0.5492 loss_ce_1: 0.4497 loss_bbox_1: 0.2213 loss_giou_1: 0.4088 loss_ce_2: 0.3823 loss_bbox_2: 0.2069 loss_giou_2: 0.3728 loss_ce_3: 0.3662 loss_bbox_3: 0.2044 loss_giou_3: 0.3676 loss_ce_4: 0.3482 loss_bbox_4: 0.2004 loss_giou_4: 0.3592 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:37] d2.utils.events INFO: eta: 1 day, 2:17:51 iter: 113919 total_loss: 6.12 loss_ce: 0.3312 loss_bbox: 0.1977 loss_giou: 0.3503 loss_ce_0: 0.5341 loss_bbox_0: 0.328 loss_giou_0: 0.5212 loss_ce_1: 0.4305 loss_bbox_1: 0.2214 loss_giou_1: 0.3891 loss_ce_2: 0.3859 loss_bbox_2: 0.2099 loss_giou_2: 0.3562 loss_ce_3: 0.359 loss_bbox_3: 0.2013 loss_giou_3: 0.3541 loss_ce_4: 0.3427 loss_bbox_4: 0.1978 loss_giou_4: 0.3516 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:43] d2.utils.events INFO: eta: 1 day, 2:17:45 iter: 113939 total_loss: 5.989 loss_ce: 0.3213 loss_bbox: 0.2091 loss_giou: 0.3396 loss_ce_0: 0.529 loss_bbox_0: 0.3522 loss_giou_0: 0.5178 loss_ce_1: 0.429 loss_bbox_1: 0.2466 loss_giou_1: 0.3954 loss_ce_2: 0.3731 loss_bbox_2: 0.2182 loss_giou_2: 0.356 loss_ce_3: 0.344 loss_bbox_3: 0.2131 loss_giou_3: 0.3443 loss_ce_4: 0.3357 loss_bbox_4: 0.2093 loss_giou_4: 0.3398 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:49] d2.utils.events INFO: eta: 1 day, 2:17:28 iter: 113959 total_loss: 5.944 loss_ce: 0.3419 loss_bbox: 0.1949 loss_giou: 0.3294 loss_ce_0: 0.547 loss_bbox_0: 0.3424 loss_giou_0: 0.5001 loss_ce_1: 0.4449 loss_bbox_1: 0.2261 loss_giou_1: 0.3778 loss_ce_2: 0.3675 loss_bbox_2: 0.2051 loss_giou_2: 0.3482 loss_ce_3: 0.3417 loss_bbox_3: 0.2008 loss_giou_3: 0.3331 loss_ce_4: 0.3384 loss_bbox_4: 0.1963 loss_giou_4: 0.3315 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 22:29:54] d2.utils.events INFO: eta: 1 day, 2:17:22 iter: 113979 total_loss: 6.009 loss_ce: 0.3384 loss_bbox: 0.2038 loss_giou: 0.3609 loss_ce_0: 0.5207 loss_bbox_0: 0.3278 loss_giou_0: 0.5427 loss_ce_1: 0.4343 loss_bbox_1: 0.2302 loss_giou_1: 0.4066 loss_ce_2: 0.3655 loss_bbox_2: 0.2117 loss_giou_2: 0.3773 loss_ce_3: 0.3434 loss_bbox_3: 0.2113 loss_giou_3: 0.3654 loss_ce_4: 0.3434 loss_bbox_4: 0.2032 loss_giou_4: 0.3601 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:00] d2.utils.events INFO: eta: 1 day, 2:17:05 iter: 113999 total_loss: 6.244 loss_ce: 0.3403 loss_bbox: 0.1993 loss_giou: 0.3667 loss_ce_0: 0.5371 loss_bbox_0: 0.3443 loss_giou_0: 0.5483 loss_ce_1: 0.4397 loss_bbox_1: 0.242 loss_giou_1: 0.4283 loss_ce_2: 0.3791 loss_bbox_2: 0.2152 loss_giou_2: 0.3874 loss_ce_3: 0.3433 loss_bbox_3: 0.2059 loss_giou_3: 0.372 loss_ce_4: 0.3402 loss_bbox_4: 0.1999 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:06] d2.utils.events INFO: eta: 1 day, 2:16:56 iter: 114019 total_loss: 6.265 loss_ce: 0.3403 loss_bbox: 0.1918 loss_giou: 0.3466 loss_ce_0: 0.5347 loss_bbox_0: 0.3469 loss_giou_0: 0.5374 loss_ce_1: 0.4439 loss_bbox_1: 0.2298 loss_giou_1: 0.399 loss_ce_2: 0.3926 loss_bbox_2: 0.2068 loss_giou_2: 0.3698 loss_ce_3: 0.3639 loss_bbox_3: 0.2029 loss_giou_3: 0.353 loss_ce_4: 0.3419 loss_bbox_4: 0.197 loss_giou_4: 0.3486 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:11] d2.utils.events INFO: eta: 1 day, 2:16:54 iter: 114039 total_loss: 6.189 loss_ce: 0.3306 loss_bbox: 0.2237 loss_giou: 0.3526 loss_ce_0: 0.5262 loss_bbox_0: 0.3634 loss_giou_0: 0.5435 loss_ce_1: 0.4316 loss_bbox_1: 0.2473 loss_giou_1: 0.3968 loss_ce_2: 0.3615 loss_bbox_2: 0.2373 loss_giou_2: 0.3713 loss_ce_3: 0.3424 loss_bbox_3: 0.2243 loss_giou_3: 0.3603 loss_ce_4: 0.3291 loss_bbox_4: 0.2246 loss_giou_4: 0.3533 time: 0.2803 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:17] d2.utils.events INFO: eta: 1 day, 2:16:45 iter: 114059 total_loss: 6.169 loss_ce: 0.3497 loss_bbox: 0.2069 loss_giou: 0.3516 loss_ce_0: 0.546 loss_bbox_0: 0.3389 loss_giou_0: 0.5158 loss_ce_1: 0.455 loss_bbox_1: 0.2414 loss_giou_1: 0.3883 loss_ce_2: 0.3873 loss_bbox_2: 0.2199 loss_giou_2: 0.3668 loss_ce_3: 0.3581 loss_bbox_3: 0.2166 loss_giou_3: 0.3618 loss_ce_4: 0.3543 loss_bbox_4: 0.2069 loss_giou_4: 0.3578 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:23] d2.utils.events INFO: eta: 1 day, 2:16:39 iter: 114079 total_loss: 6.198 loss_ce: 0.345 loss_bbox: 0.2149 loss_giou: 0.3574 loss_ce_0: 0.5522 loss_bbox_0: 0.3449 loss_giou_0: 0.5585 loss_ce_1: 0.4474 loss_bbox_1: 0.2349 loss_giou_1: 0.4218 loss_ce_2: 0.3837 loss_bbox_2: 0.22 loss_giou_2: 0.3823 loss_ce_3: 0.3578 loss_bbox_3: 0.2179 loss_giou_3: 0.3679 loss_ce_4: 0.3446 loss_bbox_4: 0.2139 loss_giou_4: 0.3609 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:28] d2.utils.events INFO: eta: 1 day, 2:16:21 iter: 114099 total_loss: 6.192 loss_ce: 0.3288 loss_bbox: 0.2117 loss_giou: 0.3733 loss_ce_0: 0.5182 loss_bbox_0: 0.3394 loss_giou_0: 0.57 loss_ce_1: 0.4255 loss_bbox_1: 0.2405 loss_giou_1: 0.4356 loss_ce_2: 0.3657 loss_bbox_2: 0.2203 loss_giou_2: 0.3954 loss_ce_3: 0.3444 loss_bbox_3: 0.2182 loss_giou_3: 0.3848 loss_ce_4: 0.3295 loss_bbox_4: 0.2114 loss_giou_4: 0.3804 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:34] d2.utils.events INFO: eta: 1 day, 2:16:18 iter: 114119 total_loss: 6.248 loss_ce: 0.3481 loss_bbox: 0.2001 loss_giou: 0.3726 loss_ce_0: 0.5055 loss_bbox_0: 0.3326 loss_giou_0: 0.5775 loss_ce_1: 0.4336 loss_bbox_1: 0.2383 loss_giou_1: 0.4195 loss_ce_2: 0.3733 loss_bbox_2: 0.221 loss_giou_2: 0.3865 loss_ce_3: 0.3557 loss_bbox_3: 0.2097 loss_giou_3: 0.3749 loss_ce_4: 0.3535 loss_bbox_4: 0.2054 loss_giou_4: 0.3733 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:40] d2.utils.events INFO: eta: 1 day, 2:15:53 iter: 114139 total_loss: 5.961 loss_ce: 0.3242 loss_bbox: 0.204 loss_giou: 0.3364 loss_ce_0: 0.5373 loss_bbox_0: 0.341 loss_giou_0: 0.5231 loss_ce_1: 0.4217 loss_bbox_1: 0.2344 loss_giou_1: 0.3893 loss_ce_2: 0.3626 loss_bbox_2: 0.217 loss_giou_2: 0.3586 loss_ce_3: 0.3356 loss_bbox_3: 0.2116 loss_giou_3: 0.3528 loss_ce_4: 0.3299 loss_bbox_4: 0.2072 loss_giou_4: 0.3427 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:46] d2.utils.events INFO: eta: 1 day, 2:16:04 iter: 114159 total_loss: 5.921 loss_ce: 0.322 loss_bbox: 0.1913 loss_giou: 0.3334 loss_ce_0: 0.5322 loss_bbox_0: 0.3371 loss_giou_0: 0.5249 loss_ce_1: 0.422 loss_bbox_1: 0.2256 loss_giou_1: 0.3947 loss_ce_2: 0.3547 loss_bbox_2: 0.2079 loss_giou_2: 0.3596 loss_ce_3: 0.3328 loss_bbox_3: 0.1999 loss_giou_3: 0.354 loss_ce_4: 0.3276 loss_bbox_4: 0.1924 loss_giou_4: 0.3375 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:51] d2.utils.events INFO: eta: 1 day, 2:16:03 iter: 114179 total_loss: 5.958 loss_ce: 0.3247 loss_bbox: 0.2028 loss_giou: 0.3506 loss_ce_0: 0.5287 loss_bbox_0: 0.3442 loss_giou_0: 0.536 loss_ce_1: 0.439 loss_bbox_1: 0.2297 loss_giou_1: 0.3971 loss_ce_2: 0.3667 loss_bbox_2: 0.2081 loss_giou_2: 0.3638 loss_ce_3: 0.3458 loss_bbox_3: 0.2024 loss_giou_3: 0.3538 loss_ce_4: 0.328 loss_bbox_4: 0.2032 loss_giou_4: 0.3462 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 22:30:57] d2.utils.events INFO: eta: 1 day, 2:16:01 iter: 114199 total_loss: 6.034 loss_ce: 0.3284 loss_bbox: 0.204 loss_giou: 0.3479 loss_ce_0: 0.5296 loss_bbox_0: 0.3501 loss_giou_0: 0.5131 loss_ce_1: 0.4323 loss_bbox_1: 0.2437 loss_giou_1: 0.3931 loss_ce_2: 0.3758 loss_bbox_2: 0.2157 loss_giou_2: 0.3621 loss_ce_3: 0.336 loss_bbox_3: 0.2066 loss_giou_3: 0.3559 loss_ce_4: 0.3252 loss_bbox_4: 0.2042 loss_giou_4: 0.3505 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:03] d2.utils.events INFO: eta: 1 day, 2:15:52 iter: 114219 total_loss: 6.214 loss_ce: 0.3346 loss_bbox: 0.201 loss_giou: 0.3771 loss_ce_0: 0.5263 loss_bbox_0: 0.3381 loss_giou_0: 0.564 loss_ce_1: 0.4149 loss_bbox_1: 0.2379 loss_giou_1: 0.4267 loss_ce_2: 0.3688 loss_bbox_2: 0.2152 loss_giou_2: 0.3987 loss_ce_3: 0.332 loss_bbox_3: 0.2081 loss_giou_3: 0.388 loss_ce_4: 0.3298 loss_bbox_4: 0.2047 loss_giou_4: 0.3796 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:09] d2.utils.events INFO: eta: 1 day, 2:15:52 iter: 114239 total_loss: 6.217 loss_ce: 0.3255 loss_bbox: 0.1968 loss_giou: 0.3572 loss_ce_0: 0.5315 loss_bbox_0: 0.3404 loss_giou_0: 0.5227 loss_ce_1: 0.4349 loss_bbox_1: 0.226 loss_giou_1: 0.4159 loss_ce_2: 0.364 loss_bbox_2: 0.2059 loss_giou_2: 0.3775 loss_ce_3: 0.3245 loss_bbox_3: 0.2014 loss_giou_3: 0.3736 loss_ce_4: 0.3153 loss_bbox_4: 0.1982 loss_giou_4: 0.3668 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:15] d2.utils.events INFO: eta: 1 day, 2:15:48 iter: 114259 total_loss: 6.135 loss_ce: 0.322 loss_bbox: 0.2044 loss_giou: 0.3482 loss_ce_0: 0.5372 loss_bbox_0: 0.3503 loss_giou_0: 0.5431 loss_ce_1: 0.4288 loss_bbox_1: 0.2456 loss_giou_1: 0.4059 loss_ce_2: 0.3686 loss_bbox_2: 0.2263 loss_giou_2: 0.3694 loss_ce_3: 0.335 loss_bbox_3: 0.2115 loss_giou_3: 0.3559 loss_ce_4: 0.3228 loss_bbox_4: 0.2062 loss_giou_4: 0.345 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:20] d2.utils.events INFO: eta: 1 day, 2:15:45 iter: 114279 total_loss: 6.22 loss_ce: 0.3598 loss_bbox: 0.2099 loss_giou: 0.3545 loss_ce_0: 0.5291 loss_bbox_0: 0.3448 loss_giou_0: 0.5486 loss_ce_1: 0.4395 loss_bbox_1: 0.2391 loss_giou_1: 0.4081 loss_ce_2: 0.3851 loss_bbox_2: 0.221 loss_giou_2: 0.3767 loss_ce_3: 0.3659 loss_bbox_3: 0.2178 loss_giou_3: 0.3593 loss_ce_4: 0.3517 loss_bbox_4: 0.2142 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:26] d2.utils.events INFO: eta: 1 day, 2:15:33 iter: 114299 total_loss: 6.488 loss_ce: 0.3464 loss_bbox: 0.2068 loss_giou: 0.3692 loss_ce_0: 0.5494 loss_bbox_0: 0.3547 loss_giou_0: 0.5791 loss_ce_1: 0.4395 loss_bbox_1: 0.2421 loss_giou_1: 0.4282 loss_ce_2: 0.3832 loss_bbox_2: 0.2229 loss_giou_2: 0.3872 loss_ce_3: 0.3664 loss_bbox_3: 0.2157 loss_giou_3: 0.3785 loss_ce_4: 0.3449 loss_bbox_4: 0.2108 loss_giou_4: 0.374 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:31] d2.utils.events INFO: eta: 1 day, 2:15:30 iter: 114319 total_loss: 6.161 loss_ce: 0.3483 loss_bbox: 0.2143 loss_giou: 0.3585 loss_ce_0: 0.5267 loss_bbox_0: 0.3364 loss_giou_0: 0.525 loss_ce_1: 0.4336 loss_bbox_1: 0.2322 loss_giou_1: 0.4012 loss_ce_2: 0.3755 loss_bbox_2: 0.2126 loss_giou_2: 0.3711 loss_ce_3: 0.3538 loss_bbox_3: 0.2117 loss_giou_3: 0.3638 loss_ce_4: 0.3499 loss_bbox_4: 0.2056 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:37] d2.utils.events INFO: eta: 1 day, 2:15:18 iter: 114339 total_loss: 5.942 loss_ce: 0.3047 loss_bbox: 0.2066 loss_giou: 0.3657 loss_ce_0: 0.5121 loss_bbox_0: 0.3354 loss_giou_0: 0.5318 loss_ce_1: 0.4003 loss_bbox_1: 0.241 loss_giou_1: 0.404 loss_ce_2: 0.3363 loss_bbox_2: 0.2181 loss_giou_2: 0.3837 loss_ce_3: 0.3103 loss_bbox_3: 0.2108 loss_giou_3: 0.3743 loss_ce_4: 0.3081 loss_bbox_4: 0.2094 loss_giou_4: 0.3662 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:43] d2.utils.events INFO: eta: 1 day, 2:15:20 iter: 114359 total_loss: 6.124 loss_ce: 0.3533 loss_bbox: 0.2171 loss_giou: 0.3395 loss_ce_0: 0.5292 loss_bbox_0: 0.345 loss_giou_0: 0.5606 loss_ce_1: 0.4291 loss_bbox_1: 0.2422 loss_giou_1: 0.4012 loss_ce_2: 0.3797 loss_bbox_2: 0.2229 loss_giou_2: 0.3713 loss_ce_3: 0.3462 loss_bbox_3: 0.2204 loss_giou_3: 0.3509 loss_ce_4: 0.3459 loss_bbox_4: 0.2194 loss_giou_4: 0.3434 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:49] d2.utils.events INFO: eta: 1 day, 2:15:14 iter: 114379 total_loss: 5.937 loss_ce: 0.3289 loss_bbox: 0.2028 loss_giou: 0.3453 loss_ce_0: 0.5108 loss_bbox_0: 0.3377 loss_giou_0: 0.5029 loss_ce_1: 0.4218 loss_bbox_1: 0.2389 loss_giou_1: 0.3739 loss_ce_2: 0.3634 loss_bbox_2: 0.2207 loss_giou_2: 0.3565 loss_ce_3: 0.3315 loss_bbox_3: 0.2098 loss_giou_3: 0.3445 loss_ce_4: 0.3291 loss_bbox_4: 0.2057 loss_giou_4: 0.3471 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 22:31:54] d2.utils.events INFO: eta: 1 day, 2:15:38 iter: 114399 total_loss: 6.127 loss_ce: 0.3378 loss_bbox: 0.1973 loss_giou: 0.3555 loss_ce_0: 0.532 loss_bbox_0: 0.3402 loss_giou_0: 0.5696 loss_ce_1: 0.4309 loss_bbox_1: 0.2422 loss_giou_1: 0.4132 loss_ce_2: 0.3722 loss_bbox_2: 0.2154 loss_giou_2: 0.3806 loss_ce_3: 0.3446 loss_bbox_3: 0.208 loss_giou_3: 0.3687 loss_ce_4: 0.3351 loss_bbox_4: 0.1983 loss_giou_4: 0.3617 time: 0.2803 data_time: 0.0346 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:00] d2.utils.events INFO: eta: 1 day, 2:15:48 iter: 114419 total_loss: 6.434 loss_ce: 0.3305 loss_bbox: 0.1994 loss_giou: 0.3863 loss_ce_0: 0.5277 loss_bbox_0: 0.3266 loss_giou_0: 0.5826 loss_ce_1: 0.4244 loss_bbox_1: 0.2308 loss_giou_1: 0.4391 loss_ce_2: 0.3688 loss_bbox_2: 0.2123 loss_giou_2: 0.4017 loss_ce_3: 0.3407 loss_bbox_3: 0.2063 loss_giou_3: 0.3893 loss_ce_4: 0.3348 loss_bbox_4: 0.2008 loss_giou_4: 0.3845 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:06] d2.utils.events INFO: eta: 1 day, 2:15:32 iter: 114439 total_loss: 6.274 loss_ce: 0.3448 loss_bbox: 0.2255 loss_giou: 0.3584 loss_ce_0: 0.541 loss_bbox_0: 0.3612 loss_giou_0: 0.5458 loss_ce_1: 0.4378 loss_bbox_1: 0.2572 loss_giou_1: 0.4108 loss_ce_2: 0.374 loss_bbox_2: 0.2319 loss_giou_2: 0.3785 loss_ce_3: 0.3508 loss_bbox_3: 0.2217 loss_giou_3: 0.3661 loss_ce_4: 0.3456 loss_bbox_4: 0.2229 loss_giou_4: 0.365 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:12] d2.utils.events INFO: eta: 1 day, 2:15:16 iter: 114459 total_loss: 6.179 loss_ce: 0.353 loss_bbox: 0.1931 loss_giou: 0.3689 loss_ce_0: 0.5437 loss_bbox_0: 0.323 loss_giou_0: 0.5469 loss_ce_1: 0.4527 loss_bbox_1: 0.2211 loss_giou_1: 0.4167 loss_ce_2: 0.3922 loss_bbox_2: 0.2048 loss_giou_2: 0.3848 loss_ce_3: 0.3485 loss_bbox_3: 0.1997 loss_giou_3: 0.3696 loss_ce_4: 0.3446 loss_bbox_4: 0.1949 loss_giou_4: 0.3673 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:17] d2.utils.events INFO: eta: 1 day, 2:15:10 iter: 114479 total_loss: 6.03 loss_ce: 0.3064 loss_bbox: 0.1908 loss_giou: 0.3586 loss_ce_0: 0.5024 loss_bbox_0: 0.3355 loss_giou_0: 0.5313 loss_ce_1: 0.404 loss_bbox_1: 0.2261 loss_giou_1: 0.4049 loss_ce_2: 0.3448 loss_bbox_2: 0.2047 loss_giou_2: 0.3746 loss_ce_3: 0.3164 loss_bbox_3: 0.1977 loss_giou_3: 0.367 loss_ce_4: 0.3048 loss_bbox_4: 0.1911 loss_giou_4: 0.3635 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:23] d2.utils.events INFO: eta: 1 day, 2:14:42 iter: 114499 total_loss: 5.981 loss_ce: 0.3054 loss_bbox: 0.2016 loss_giou: 0.3818 loss_ce_0: 0.5072 loss_bbox_0: 0.3327 loss_giou_0: 0.553 loss_ce_1: 0.4089 loss_bbox_1: 0.2354 loss_giou_1: 0.4138 loss_ce_2: 0.3516 loss_bbox_2: 0.2181 loss_giou_2: 0.3948 loss_ce_3: 0.3155 loss_bbox_3: 0.2046 loss_giou_3: 0.3881 loss_ce_4: 0.3033 loss_bbox_4: 0.2059 loss_giou_4: 0.384 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:29] d2.utils.events INFO: eta: 1 day, 2:14:36 iter: 114519 total_loss: 6.286 loss_ce: 0.3546 loss_bbox: 0.2117 loss_giou: 0.366 loss_ce_0: 0.5537 loss_bbox_0: 0.3493 loss_giou_0: 0.5762 loss_ce_1: 0.4418 loss_bbox_1: 0.2486 loss_giou_1: 0.4219 loss_ce_2: 0.3799 loss_bbox_2: 0.2268 loss_giou_2: 0.3889 loss_ce_3: 0.3599 loss_bbox_3: 0.2183 loss_giou_3: 0.3723 loss_ce_4: 0.353 loss_bbox_4: 0.212 loss_giou_4: 0.3667 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:34] d2.utils.events INFO: eta: 1 day, 2:14:25 iter: 114539 total_loss: 6.113 loss_ce: 0.3333 loss_bbox: 0.1988 loss_giou: 0.3573 loss_ce_0: 0.5243 loss_bbox_0: 0.3428 loss_giou_0: 0.5344 loss_ce_1: 0.4216 loss_bbox_1: 0.2397 loss_giou_1: 0.4144 loss_ce_2: 0.3563 loss_bbox_2: 0.2136 loss_giou_2: 0.3752 loss_ce_3: 0.3394 loss_bbox_3: 0.2025 loss_giou_3: 0.3612 loss_ce_4: 0.3408 loss_bbox_4: 0.1993 loss_giou_4: 0.3588 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:40] d2.utils.events INFO: eta: 1 day, 2:14:16 iter: 114559 total_loss: 6.107 loss_ce: 0.3263 loss_bbox: 0.1983 loss_giou: 0.3557 loss_ce_0: 0.4994 loss_bbox_0: 0.3173 loss_giou_0: 0.5462 loss_ce_1: 0.4151 loss_bbox_1: 0.2293 loss_giou_1: 0.4114 loss_ce_2: 0.3544 loss_bbox_2: 0.2037 loss_giou_2: 0.3692 loss_ce_3: 0.335 loss_bbox_3: 0.2004 loss_giou_3: 0.357 loss_ce_4: 0.3288 loss_bbox_4: 0.1973 loss_giou_4: 0.3604 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:46] d2.utils.events INFO: eta: 1 day, 2:14:21 iter: 114579 total_loss: 6.198 loss_ce: 0.3367 loss_bbox: 0.2132 loss_giou: 0.3747 loss_ce_0: 0.5296 loss_bbox_0: 0.3499 loss_giou_0: 0.5639 loss_ce_1: 0.4297 loss_bbox_1: 0.2342 loss_giou_1: 0.4139 loss_ce_2: 0.3664 loss_bbox_2: 0.2156 loss_giou_2: 0.3852 loss_ce_3: 0.3357 loss_bbox_3: 0.2116 loss_giou_3: 0.3854 loss_ce_4: 0.3335 loss_bbox_4: 0.2181 loss_giou_4: 0.3757 time: 0.2803 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:51] d2.utils.events INFO: eta: 1 day, 2:14:08 iter: 114599 total_loss: 5.976 loss_ce: 0.318 loss_bbox: 0.1978 loss_giou: 0.3438 loss_ce_0: 0.5175 loss_bbox_0: 0.3409 loss_giou_0: 0.5682 loss_ce_1: 0.4172 loss_bbox_1: 0.2329 loss_giou_1: 0.3988 loss_ce_2: 0.3553 loss_bbox_2: 0.2048 loss_giou_2: 0.3683 loss_ce_3: 0.321 loss_bbox_3: 0.2034 loss_giou_3: 0.3506 loss_ce_4: 0.3252 loss_bbox_4: 0.1995 loss_giou_4: 0.346 time: 0.2803 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/02 22:32:57] d2.utils.events INFO: eta: 1 day, 2:13:46 iter: 114619 total_loss: 6.072 loss_ce: 0.3155 loss_bbox: 0.1863 loss_giou: 0.3478 loss_ce_0: 0.5157 loss_bbox_0: 0.3317 loss_giou_0: 0.5471 loss_ce_1: 0.411 loss_bbox_1: 0.2367 loss_giou_1: 0.3987 loss_ce_2: 0.3631 loss_bbox_2: 0.2021 loss_giou_2: 0.3644 loss_ce_3: 0.3242 loss_bbox_3: 0.1945 loss_giou_3: 0.3512 loss_ce_4: 0.3216 loss_bbox_4: 0.1884 loss_giou_4: 0.3483 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:03] d2.utils.events INFO: eta: 1 day, 2:13:57 iter: 114639 total_loss: 6.032 loss_ce: 0.3246 loss_bbox: 0.19 loss_giou: 0.3734 loss_ce_0: 0.5208 loss_bbox_0: 0.3119 loss_giou_0: 0.5585 loss_ce_1: 0.4088 loss_bbox_1: 0.2245 loss_giou_1: 0.4259 loss_ce_2: 0.3439 loss_bbox_2: 0.1976 loss_giou_2: 0.3924 loss_ce_3: 0.3226 loss_bbox_3: 0.1937 loss_giou_3: 0.3817 loss_ce_4: 0.3194 loss_bbox_4: 0.1898 loss_giou_4: 0.3694 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:08] d2.utils.events INFO: eta: 1 day, 2:13:26 iter: 114659 total_loss: 6.584 loss_ce: 0.3613 loss_bbox: 0.2106 loss_giou: 0.3906 loss_ce_0: 0.5391 loss_bbox_0: 0.3474 loss_giou_0: 0.5967 loss_ce_1: 0.4577 loss_bbox_1: 0.2475 loss_giou_1: 0.4554 loss_ce_2: 0.3985 loss_bbox_2: 0.2239 loss_giou_2: 0.4144 loss_ce_3: 0.3683 loss_bbox_3: 0.2188 loss_giou_3: 0.3993 loss_ce_4: 0.3592 loss_bbox_4: 0.2143 loss_giou_4: 0.3912 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:14] d2.utils.events INFO: eta: 1 day, 2:13:53 iter: 114679 total_loss: 6.214 loss_ce: 0.3395 loss_bbox: 0.2038 loss_giou: 0.3535 loss_ce_0: 0.5322 loss_bbox_0: 0.3282 loss_giou_0: 0.5317 loss_ce_1: 0.4216 loss_bbox_1: 0.229 loss_giou_1: 0.412 loss_ce_2: 0.3661 loss_bbox_2: 0.2055 loss_giou_2: 0.3754 loss_ce_3: 0.3487 loss_bbox_3: 0.2006 loss_giou_3: 0.3627 loss_ce_4: 0.35 loss_bbox_4: 0.1954 loss_giou_4: 0.3577 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:20] d2.utils.events INFO: eta: 1 day, 2:13:34 iter: 114699 total_loss: 5.803 loss_ce: 0.3177 loss_bbox: 0.2054 loss_giou: 0.3256 loss_ce_0: 0.502 loss_bbox_0: 0.3259 loss_giou_0: 0.4976 loss_ce_1: 0.4205 loss_bbox_1: 0.2375 loss_giou_1: 0.3649 loss_ce_2: 0.3541 loss_bbox_2: 0.211 loss_giou_2: 0.3374 loss_ce_3: 0.3186 loss_bbox_3: 0.2065 loss_giou_3: 0.3301 loss_ce_4: 0.3213 loss_bbox_4: 0.2043 loss_giou_4: 0.3272 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:25] d2.utils.events INFO: eta: 1 day, 2:13:35 iter: 114719 total_loss: 6.267 loss_ce: 0.3266 loss_bbox: 0.206 loss_giou: 0.3579 loss_ce_0: 0.5287 loss_bbox_0: 0.3574 loss_giou_0: 0.5391 loss_ce_1: 0.4302 loss_bbox_1: 0.2469 loss_giou_1: 0.4026 loss_ce_2: 0.3656 loss_bbox_2: 0.2209 loss_giou_2: 0.3811 loss_ce_3: 0.3384 loss_bbox_3: 0.2144 loss_giou_3: 0.3684 loss_ce_4: 0.335 loss_bbox_4: 0.2082 loss_giou_4: 0.3572 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:31] d2.utils.events INFO: eta: 1 day, 2:13:40 iter: 114739 total_loss: 6.085 loss_ce: 0.333 loss_bbox: 0.1892 loss_giou: 0.373 loss_ce_0: 0.5182 loss_bbox_0: 0.3464 loss_giou_0: 0.5613 loss_ce_1: 0.4242 loss_bbox_1: 0.219 loss_giou_1: 0.4127 loss_ce_2: 0.3711 loss_bbox_2: 0.2036 loss_giou_2: 0.3776 loss_ce_3: 0.3471 loss_bbox_3: 0.1912 loss_giou_3: 0.366 loss_ce_4: 0.3319 loss_bbox_4: 0.1913 loss_giou_4: 0.3727 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:37] d2.utils.events INFO: eta: 1 day, 2:13:57 iter: 114759 total_loss: 6.049 loss_ce: 0.3194 loss_bbox: 0.1957 loss_giou: 0.3646 loss_ce_0: 0.5055 loss_bbox_0: 0.3188 loss_giou_0: 0.5481 loss_ce_1: 0.4157 loss_bbox_1: 0.228 loss_giou_1: 0.4108 loss_ce_2: 0.3565 loss_bbox_2: 0.2037 loss_giou_2: 0.3759 loss_ce_3: 0.3323 loss_bbox_3: 0.2015 loss_giou_3: 0.371 loss_ce_4: 0.324 loss_bbox_4: 0.2019 loss_giou_4: 0.3651 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:43] d2.utils.events INFO: eta: 1 day, 2:13:51 iter: 114779 total_loss: 6.444 loss_ce: 0.3322 loss_bbox: 0.2017 loss_giou: 0.3846 loss_ce_0: 0.5317 loss_bbox_0: 0.3482 loss_giou_0: 0.5687 loss_ce_1: 0.4444 loss_bbox_1: 0.2308 loss_giou_1: 0.433 loss_ce_2: 0.3704 loss_bbox_2: 0.2072 loss_giou_2: 0.4023 loss_ce_3: 0.3476 loss_bbox_3: 0.1967 loss_giou_3: 0.3981 loss_ce_4: 0.3396 loss_bbox_4: 0.204 loss_giou_4: 0.3928 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:48] d2.utils.events INFO: eta: 1 day, 2:13:33 iter: 114799 total_loss: 6.429 loss_ce: 0.336 loss_bbox: 0.2088 loss_giou: 0.3571 loss_ce_0: 0.5309 loss_bbox_0: 0.3398 loss_giou_0: 0.5399 loss_ce_1: 0.4267 loss_bbox_1: 0.2368 loss_giou_1: 0.4079 loss_ce_2: 0.3632 loss_bbox_2: 0.2214 loss_giou_2: 0.3707 loss_ce_3: 0.3398 loss_bbox_3: 0.2159 loss_giou_3: 0.3682 loss_ce_4: 0.3318 loss_bbox_4: 0.2077 loss_giou_4: 0.3607 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 22:33:54] d2.utils.events INFO: eta: 1 day, 2:13:27 iter: 114819 total_loss: 6.334 loss_ce: 0.3497 loss_bbox: 0.2239 loss_giou: 0.3706 loss_ce_0: 0.5258 loss_bbox_0: 0.3514 loss_giou_0: 0.5545 loss_ce_1: 0.435 loss_bbox_1: 0.2458 loss_giou_1: 0.4312 loss_ce_2: 0.3763 loss_bbox_2: 0.2288 loss_giou_2: 0.3931 loss_ce_3: 0.3567 loss_bbox_3: 0.2389 loss_giou_3: 0.3784 loss_ce_4: 0.3499 loss_bbox_4: 0.2294 loss_giou_4: 0.3733 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:00] d2.utils.events INFO: eta: 1 day, 2:13:08 iter: 114839 total_loss: 6.01 loss_ce: 0.3397 loss_bbox: 0.197 loss_giou: 0.3422 loss_ce_0: 0.5404 loss_bbox_0: 0.3332 loss_giou_0: 0.5139 loss_ce_1: 0.437 loss_bbox_1: 0.2329 loss_giou_1: 0.3872 loss_ce_2: 0.3724 loss_bbox_2: 0.2081 loss_giou_2: 0.3609 loss_ce_3: 0.356 loss_bbox_3: 0.1998 loss_giou_3: 0.3507 loss_ce_4: 0.3363 loss_bbox_4: 0.2006 loss_giou_4: 0.3481 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:05] d2.utils.events INFO: eta: 1 day, 2:13:23 iter: 114859 total_loss: 6.214 loss_ce: 0.3646 loss_bbox: 0.2074 loss_giou: 0.3564 loss_ce_0: 0.5347 loss_bbox_0: 0.3433 loss_giou_0: 0.5513 loss_ce_1: 0.4466 loss_bbox_1: 0.2428 loss_giou_1: 0.4033 loss_ce_2: 0.3804 loss_bbox_2: 0.2143 loss_giou_2: 0.3643 loss_ce_3: 0.3601 loss_bbox_3: 0.2111 loss_giou_3: 0.3593 loss_ce_4: 0.3612 loss_bbox_4: 0.2088 loss_giou_4: 0.3566 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:11] d2.utils.events INFO: eta: 1 day, 2:13:10 iter: 114879 total_loss: 5.978 loss_ce: 0.3195 loss_bbox: 0.1904 loss_giou: 0.3374 loss_ce_0: 0.5088 loss_bbox_0: 0.3278 loss_giou_0: 0.537 loss_ce_1: 0.4268 loss_bbox_1: 0.2199 loss_giou_1: 0.3847 loss_ce_2: 0.3546 loss_bbox_2: 0.2032 loss_giou_2: 0.3554 loss_ce_3: 0.3372 loss_bbox_3: 0.1977 loss_giou_3: 0.3438 loss_ce_4: 0.3317 loss_bbox_4: 0.1914 loss_giou_4: 0.3438 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:17] d2.utils.events INFO: eta: 1 day, 2:12:55 iter: 114899 total_loss: 6.016 loss_ce: 0.3036 loss_bbox: 0.1957 loss_giou: 0.3468 loss_ce_0: 0.5232 loss_bbox_0: 0.3322 loss_giou_0: 0.5304 loss_ce_1: 0.4062 loss_bbox_1: 0.2338 loss_giou_1: 0.3963 loss_ce_2: 0.3431 loss_bbox_2: 0.2172 loss_giou_2: 0.3734 loss_ce_3: 0.3236 loss_bbox_3: 0.2072 loss_giou_3: 0.3506 loss_ce_4: 0.3055 loss_bbox_4: 0.1999 loss_giou_4: 0.3458 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:22] d2.utils.events INFO: eta: 1 day, 2:12:39 iter: 114919 total_loss: 6.129 loss_ce: 0.333 loss_bbox: 0.2008 loss_giou: 0.3643 loss_ce_0: 0.534 loss_bbox_0: 0.35 loss_giou_0: 0.5316 loss_ce_1: 0.424 loss_bbox_1: 0.2431 loss_giou_1: 0.4013 loss_ce_2: 0.3639 loss_bbox_2: 0.2152 loss_giou_2: 0.3765 loss_ce_3: 0.3438 loss_bbox_3: 0.2095 loss_giou_3: 0.3661 loss_ce_4: 0.3339 loss_bbox_4: 0.2052 loss_giou_4: 0.363 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:28] d2.utils.events INFO: eta: 1 day, 2:12:09 iter: 114939 total_loss: 6.54 loss_ce: 0.3577 loss_bbox: 0.2029 loss_giou: 0.3763 loss_ce_0: 0.5396 loss_bbox_0: 0.3451 loss_giou_0: 0.608 loss_ce_1: 0.4616 loss_bbox_1: 0.2328 loss_giou_1: 0.4328 loss_ce_2: 0.4036 loss_bbox_2: 0.2185 loss_giou_2: 0.4028 loss_ce_3: 0.3785 loss_bbox_3: 0.2071 loss_giou_3: 0.3771 loss_ce_4: 0.3641 loss_bbox_4: 0.2028 loss_giou_4: 0.3736 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:34] d2.utils.events INFO: eta: 1 day, 2:12:24 iter: 114959 total_loss: 6.195 loss_ce: 0.337 loss_bbox: 0.2102 loss_giou: 0.3419 loss_ce_0: 0.5449 loss_bbox_0: 0.3524 loss_giou_0: 0.5122 loss_ce_1: 0.4375 loss_bbox_1: 0.249 loss_giou_1: 0.4015 loss_ce_2: 0.3778 loss_bbox_2: 0.2152 loss_giou_2: 0.3719 loss_ce_3: 0.3439 loss_bbox_3: 0.2145 loss_giou_3: 0.3524 loss_ce_4: 0.3373 loss_bbox_4: 0.2119 loss_giou_4: 0.3484 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:39] d2.utils.events INFO: eta: 1 day, 2:12:42 iter: 114979 total_loss: 6.039 loss_ce: 0.3273 loss_bbox: 0.1906 loss_giou: 0.3375 loss_ce_0: 0.5154 loss_bbox_0: 0.3328 loss_giou_0: 0.534 loss_ce_1: 0.4276 loss_bbox_1: 0.228 loss_giou_1: 0.3876 loss_ce_2: 0.3668 loss_bbox_2: 0.2045 loss_giou_2: 0.3549 loss_ce_3: 0.3338 loss_bbox_3: 0.1973 loss_giou_3: 0.3445 loss_ce_4: 0.3318 loss_bbox_4: 0.1882 loss_giou_4: 0.338 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:45] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0114999.pth [11/02 22:34:47] d2.utils.events INFO: eta: 1 day, 2:12:36 iter: 114999 total_loss: 6.389 loss_ce: 0.3527 loss_bbox: 0.2022 loss_giou: 0.3766 loss_ce_0: 0.5259 loss_bbox_0: 0.3403 loss_giou_0: 0.5568 loss_ce_1: 0.4359 loss_bbox_1: 0.2371 loss_giou_1: 0.4224 loss_ce_2: 0.3778 loss_bbox_2: 0.2167 loss_giou_2: 0.3907 loss_ce_3: 0.3641 loss_bbox_3: 0.2086 loss_giou_3: 0.3818 loss_ce_4: 0.3546 loss_bbox_4: 0.2049 loss_giou_4: 0.3788 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:53] d2.utils.events INFO: eta: 1 day, 2:13:05 iter: 115019 total_loss: 6.307 loss_ce: 0.3537 loss_bbox: 0.2094 loss_giou: 0.3603 loss_ce_0: 0.5254 loss_bbox_0: 0.3451 loss_giou_0: 0.5554 loss_ce_1: 0.4289 loss_bbox_1: 0.2463 loss_giou_1: 0.4105 loss_ce_2: 0.3756 loss_bbox_2: 0.2229 loss_giou_2: 0.3832 loss_ce_3: 0.3713 loss_bbox_3: 0.2162 loss_giou_3: 0.3699 loss_ce_4: 0.3562 loss_bbox_4: 0.2101 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 22:34:59] d2.utils.events INFO: eta: 1 day, 2:12:47 iter: 115039 total_loss: 6.372 loss_ce: 0.3663 loss_bbox: 0.2113 loss_giou: 0.3417 loss_ce_0: 0.5319 loss_bbox_0: 0.3525 loss_giou_0: 0.5248 loss_ce_1: 0.4509 loss_bbox_1: 0.256 loss_giou_1: 0.3904 loss_ce_2: 0.3778 loss_bbox_2: 0.2356 loss_giou_2: 0.3734 loss_ce_3: 0.3699 loss_bbox_3: 0.2187 loss_giou_3: 0.3581 loss_ce_4: 0.3626 loss_bbox_4: 0.2127 loss_giou_4: 0.3501 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:04] d2.utils.events INFO: eta: 1 day, 2:12:14 iter: 115059 total_loss: 6.109 loss_ce: 0.3231 loss_bbox: 0.1992 loss_giou: 0.3489 loss_ce_0: 0.5147 loss_bbox_0: 0.338 loss_giou_0: 0.5401 loss_ce_1: 0.4236 loss_bbox_1: 0.2303 loss_giou_1: 0.3986 loss_ce_2: 0.3536 loss_bbox_2: 0.2088 loss_giou_2: 0.3628 loss_ce_3: 0.3278 loss_bbox_3: 0.2002 loss_giou_3: 0.3573 loss_ce_4: 0.3151 loss_bbox_4: 0.1974 loss_giou_4: 0.3492 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:10] d2.utils.events INFO: eta: 1 day, 2:12:21 iter: 115079 total_loss: 6.22 loss_ce: 0.3613 loss_bbox: 0.2153 loss_giou: 0.3576 loss_ce_0: 0.5461 loss_bbox_0: 0.3381 loss_giou_0: 0.5611 loss_ce_1: 0.4448 loss_bbox_1: 0.2514 loss_giou_1: 0.4255 loss_ce_2: 0.4047 loss_bbox_2: 0.2238 loss_giou_2: 0.3867 loss_ce_3: 0.3718 loss_bbox_3: 0.2215 loss_giou_3: 0.3742 loss_ce_4: 0.3665 loss_bbox_4: 0.2152 loss_giou_4: 0.3646 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:16] d2.utils.events INFO: eta: 1 day, 2:12:49 iter: 115099 total_loss: 5.868 loss_ce: 0.3123 loss_bbox: 0.1872 loss_giou: 0.341 loss_ce_0: 0.5317 loss_bbox_0: 0.3175 loss_giou_0: 0.5342 loss_ce_1: 0.4179 loss_bbox_1: 0.2221 loss_giou_1: 0.397 loss_ce_2: 0.3428 loss_bbox_2: 0.1989 loss_giou_2: 0.3582 loss_ce_3: 0.3161 loss_bbox_3: 0.1906 loss_giou_3: 0.3486 loss_ce_4: 0.3092 loss_bbox_4: 0.1883 loss_giou_4: 0.3457 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:21] d2.utils.events INFO: eta: 1 day, 2:12:10 iter: 115119 total_loss: 6.318 loss_ce: 0.3564 loss_bbox: 0.2098 loss_giou: 0.3376 loss_ce_0: 0.5581 loss_bbox_0: 0.3468 loss_giou_0: 0.5115 loss_ce_1: 0.444 loss_bbox_1: 0.244 loss_giou_1: 0.3876 loss_ce_2: 0.3894 loss_bbox_2: 0.224 loss_giou_2: 0.3537 loss_ce_3: 0.3676 loss_bbox_3: 0.2137 loss_giou_3: 0.3407 loss_ce_4: 0.3635 loss_bbox_4: 0.21 loss_giou_4: 0.3376 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:27] d2.utils.events INFO: eta: 1 day, 2:11:34 iter: 115139 total_loss: 5.972 loss_ce: 0.3186 loss_bbox: 0.2044 loss_giou: 0.3323 loss_ce_0: 0.509 loss_bbox_0: 0.3283 loss_giou_0: 0.5327 loss_ce_1: 0.4171 loss_bbox_1: 0.2333 loss_giou_1: 0.3787 loss_ce_2: 0.3552 loss_bbox_2: 0.2117 loss_giou_2: 0.3463 loss_ce_3: 0.3361 loss_bbox_3: 0.2084 loss_giou_3: 0.3449 loss_ce_4: 0.3271 loss_bbox_4: 0.2034 loss_giou_4: 0.3376 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:33] d2.utils.events INFO: eta: 1 day, 2:11:20 iter: 115159 total_loss: 6.075 loss_ce: 0.3289 loss_bbox: 0.2107 loss_giou: 0.3591 loss_ce_0: 0.5177 loss_bbox_0: 0.3552 loss_giou_0: 0.5549 loss_ce_1: 0.4301 loss_bbox_1: 0.2439 loss_giou_1: 0.4222 loss_ce_2: 0.3575 loss_bbox_2: 0.2242 loss_giou_2: 0.3779 loss_ce_3: 0.3256 loss_bbox_3: 0.2149 loss_giou_3: 0.3671 loss_ce_4: 0.3285 loss_bbox_4: 0.2128 loss_giou_4: 0.3606 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:38] d2.utils.events INFO: eta: 1 day, 2:11:16 iter: 115179 total_loss: 5.704 loss_ce: 0.3037 loss_bbox: 0.1962 loss_giou: 0.3474 loss_ce_0: 0.4824 loss_bbox_0: 0.3165 loss_giou_0: 0.5157 loss_ce_1: 0.408 loss_bbox_1: 0.219 loss_giou_1: 0.3864 loss_ce_2: 0.3332 loss_bbox_2: 0.203 loss_giou_2: 0.368 loss_ce_3: 0.3121 loss_bbox_3: 0.2007 loss_giou_3: 0.3483 loss_ce_4: 0.3025 loss_bbox_4: 0.1957 loss_giou_4: 0.346 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:44] d2.utils.events INFO: eta: 1 day, 2:11:13 iter: 115199 total_loss: 6.172 loss_ce: 0.3485 loss_bbox: 0.2004 loss_giou: 0.3605 loss_ce_0: 0.5446 loss_bbox_0: 0.3399 loss_giou_0: 0.5665 loss_ce_1: 0.4485 loss_bbox_1: 0.23 loss_giou_1: 0.409 loss_ce_2: 0.3961 loss_bbox_2: 0.2042 loss_giou_2: 0.3757 loss_ce_3: 0.357 loss_bbox_3: 0.2 loss_giou_3: 0.3703 loss_ce_4: 0.3488 loss_bbox_4: 0.1988 loss_giou_4: 0.3639 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:50] d2.utils.events INFO: eta: 1 day, 2:11:03 iter: 115219 total_loss: 6.224 loss_ce: 0.331 loss_bbox: 0.209 loss_giou: 0.3514 loss_ce_0: 0.516 loss_bbox_0: 0.3403 loss_giou_0: 0.5529 loss_ce_1: 0.4233 loss_bbox_1: 0.2353 loss_giou_1: 0.3976 loss_ce_2: 0.3682 loss_bbox_2: 0.2164 loss_giou_2: 0.3719 loss_ce_3: 0.3431 loss_bbox_3: 0.2045 loss_giou_3: 0.3628 loss_ce_4: 0.3278 loss_bbox_4: 0.2054 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:35:55] d2.utils.events INFO: eta: 1 day, 2:10:59 iter: 115239 total_loss: 6.355 loss_ce: 0.3524 loss_bbox: 0.2059 loss_giou: 0.3584 loss_ce_0: 0.5536 loss_bbox_0: 0.3365 loss_giou_0: 0.5511 loss_ce_1: 0.4504 loss_bbox_1: 0.2385 loss_giou_1: 0.4159 loss_ce_2: 0.3897 loss_bbox_2: 0.2174 loss_giou_2: 0.3765 loss_ce_3: 0.3614 loss_bbox_3: 0.2105 loss_giou_3: 0.3676 loss_ce_4: 0.3564 loss_bbox_4: 0.2061 loss_giou_4: 0.3652 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:01] d2.utils.events INFO: eta: 1 day, 2:10:11 iter: 115259 total_loss: 6.051 loss_ce: 0.339 loss_bbox: 0.1876 loss_giou: 0.3507 loss_ce_0: 0.5278 loss_bbox_0: 0.3366 loss_giou_0: 0.5371 loss_ce_1: 0.431 loss_bbox_1: 0.2291 loss_giou_1: 0.4116 loss_ce_2: 0.3867 loss_bbox_2: 0.2154 loss_giou_2: 0.3753 loss_ce_3: 0.348 loss_bbox_3: 0.1915 loss_giou_3: 0.3617 loss_ce_4: 0.3428 loss_bbox_4: 0.1881 loss_giou_4: 0.3573 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:07] d2.utils.events INFO: eta: 1 day, 2:09:46 iter: 115279 total_loss: 6.266 loss_ce: 0.3616 loss_bbox: 0.1915 loss_giou: 0.3514 loss_ce_0: 0.5501 loss_bbox_0: 0.3315 loss_giou_0: 0.5244 loss_ce_1: 0.4532 loss_bbox_1: 0.2278 loss_giou_1: 0.4022 loss_ce_2: 0.3997 loss_bbox_2: 0.2036 loss_giou_2: 0.3653 loss_ce_3: 0.3804 loss_bbox_3: 0.1949 loss_giou_3: 0.3566 loss_ce_4: 0.3676 loss_bbox_4: 0.1924 loss_giou_4: 0.348 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:12] d2.utils.events INFO: eta: 1 day, 2:10:41 iter: 115299 total_loss: 6.251 loss_ce: 0.3514 loss_bbox: 0.1846 loss_giou: 0.3642 loss_ce_0: 0.5323 loss_bbox_0: 0.3399 loss_giou_0: 0.5474 loss_ce_1: 0.4451 loss_bbox_1: 0.226 loss_giou_1: 0.4104 loss_ce_2: 0.3896 loss_bbox_2: 0.1961 loss_giou_2: 0.3791 loss_ce_3: 0.3702 loss_bbox_3: 0.1922 loss_giou_3: 0.3677 loss_ce_4: 0.3516 loss_bbox_4: 0.1876 loss_giou_4: 0.3679 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:18] d2.utils.events INFO: eta: 1 day, 2:09:52 iter: 115319 total_loss: 6.027 loss_ce: 0.3396 loss_bbox: 0.2103 loss_giou: 0.3328 loss_ce_0: 0.5246 loss_bbox_0: 0.3418 loss_giou_0: 0.5281 loss_ce_1: 0.425 loss_bbox_1: 0.2451 loss_giou_1: 0.3895 loss_ce_2: 0.3659 loss_bbox_2: 0.2238 loss_giou_2: 0.3581 loss_ce_3: 0.3422 loss_bbox_3: 0.216 loss_giou_3: 0.345 loss_ce_4: 0.3444 loss_bbox_4: 0.2105 loss_giou_4: 0.3352 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:24] d2.utils.events INFO: eta: 1 day, 2:09:49 iter: 115339 total_loss: 6.486 loss_ce: 0.3519 loss_bbox: 0.2068 loss_giou: 0.3753 loss_ce_0: 0.5511 loss_bbox_0: 0.3603 loss_giou_0: 0.5884 loss_ce_1: 0.448 loss_bbox_1: 0.2545 loss_giou_1: 0.4298 loss_ce_2: 0.3952 loss_bbox_2: 0.2243 loss_giou_2: 0.3953 loss_ce_3: 0.3669 loss_bbox_3: 0.2183 loss_giou_3: 0.3825 loss_ce_4: 0.3577 loss_bbox_4: 0.2075 loss_giou_4: 0.3752 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:29] d2.utils.events INFO: eta: 1 day, 2:10:05 iter: 115359 total_loss: 6.228 loss_ce: 0.3299 loss_bbox: 0.2085 loss_giou: 0.3729 loss_ce_0: 0.5313 loss_bbox_0: 0.3433 loss_giou_0: 0.5641 loss_ce_1: 0.4164 loss_bbox_1: 0.2442 loss_giou_1: 0.4188 loss_ce_2: 0.3609 loss_bbox_2: 0.2206 loss_giou_2: 0.3954 loss_ce_3: 0.3276 loss_bbox_3: 0.2133 loss_giou_3: 0.3785 loss_ce_4: 0.3281 loss_bbox_4: 0.211 loss_giou_4: 0.376 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:35] d2.utils.events INFO: eta: 1 day, 2:10:22 iter: 115379 total_loss: 6.355 loss_ce: 0.3561 loss_bbox: 0.2051 loss_giou: 0.3771 loss_ce_0: 0.5333 loss_bbox_0: 0.3403 loss_giou_0: 0.568 loss_ce_1: 0.4316 loss_bbox_1: 0.2335 loss_giou_1: 0.4272 loss_ce_2: 0.383 loss_bbox_2: 0.2132 loss_giou_2: 0.3984 loss_ce_3: 0.3634 loss_bbox_3: 0.2109 loss_giou_3: 0.3969 loss_ce_4: 0.3607 loss_bbox_4: 0.2078 loss_giou_4: 0.3838 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:41] d2.utils.events INFO: eta: 1 day, 2:10:24 iter: 115399 total_loss: 5.802 loss_ce: 0.319 loss_bbox: 0.1908 loss_giou: 0.326 loss_ce_0: 0.5285 loss_bbox_0: 0.32 loss_giou_0: 0.5129 loss_ce_1: 0.4182 loss_bbox_1: 0.22 loss_giou_1: 0.3764 loss_ce_2: 0.3563 loss_bbox_2: 0.2007 loss_giou_2: 0.343 loss_ce_3: 0.3275 loss_bbox_3: 0.196 loss_giou_3: 0.3334 loss_ce_4: 0.3216 loss_bbox_4: 0.1929 loss_giou_4: 0.3249 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:47] d2.utils.events INFO: eta: 1 day, 2:10:11 iter: 115419 total_loss: 6.025 loss_ce: 0.3077 loss_bbox: 0.2163 loss_giou: 0.358 loss_ce_0: 0.5066 loss_bbox_0: 0.3314 loss_giou_0: 0.5349 loss_ce_1: 0.4097 loss_bbox_1: 0.2364 loss_giou_1: 0.3918 loss_ce_2: 0.3597 loss_bbox_2: 0.227 loss_giou_2: 0.3673 loss_ce_3: 0.3253 loss_bbox_3: 0.2205 loss_giou_3: 0.3619 loss_ce_4: 0.3106 loss_bbox_4: 0.2159 loss_giou_4: 0.3628 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:52] d2.utils.events INFO: eta: 1 day, 2:10:02 iter: 115439 total_loss: 6.133 loss_ce: 0.334 loss_bbox: 0.2147 loss_giou: 0.332 loss_ce_0: 0.5387 loss_bbox_0: 0.3498 loss_giou_0: 0.5294 loss_ce_1: 0.4486 loss_bbox_1: 0.2482 loss_giou_1: 0.3942 loss_ce_2: 0.3781 loss_bbox_2: 0.2243 loss_giou_2: 0.3545 loss_ce_3: 0.3466 loss_bbox_3: 0.2231 loss_giou_3: 0.3436 loss_ce_4: 0.3332 loss_bbox_4: 0.2166 loss_giou_4: 0.3351 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 22:36:58] d2.utils.events INFO: eta: 1 day, 2:09:15 iter: 115459 total_loss: 6.135 loss_ce: 0.3336 loss_bbox: 0.1847 loss_giou: 0.3579 loss_ce_0: 0.5499 loss_bbox_0: 0.3314 loss_giou_0: 0.5874 loss_ce_1: 0.4356 loss_bbox_1: 0.2191 loss_giou_1: 0.4114 loss_ce_2: 0.3658 loss_bbox_2: 0.1984 loss_giou_2: 0.3772 loss_ce_3: 0.3508 loss_bbox_3: 0.1901 loss_giou_3: 0.3633 loss_ce_4: 0.3417 loss_bbox_4: 0.1873 loss_giou_4: 0.3585 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:04] d2.utils.events INFO: eta: 1 day, 2:09:06 iter: 115479 total_loss: 5.831 loss_ce: 0.3211 loss_bbox: 0.1913 loss_giou: 0.3486 loss_ce_0: 0.5174 loss_bbox_0: 0.3231 loss_giou_0: 0.5366 loss_ce_1: 0.4066 loss_bbox_1: 0.2313 loss_giou_1: 0.3969 loss_ce_2: 0.3615 loss_bbox_2: 0.2046 loss_giou_2: 0.359 loss_ce_3: 0.3324 loss_bbox_3: 0.1994 loss_giou_3: 0.3542 loss_ce_4: 0.3254 loss_bbox_4: 0.192 loss_giou_4: 0.3502 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:09] d2.utils.events INFO: eta: 1 day, 2:09:45 iter: 115499 total_loss: 6.156 loss_ce: 0.3357 loss_bbox: 0.2055 loss_giou: 0.3519 loss_ce_0: 0.5349 loss_bbox_0: 0.3441 loss_giou_0: 0.5519 loss_ce_1: 0.4226 loss_bbox_1: 0.2438 loss_giou_1: 0.4046 loss_ce_2: 0.3582 loss_bbox_2: 0.2233 loss_giou_2: 0.3707 loss_ce_3: 0.3493 loss_bbox_3: 0.2075 loss_giou_3: 0.3615 loss_ce_4: 0.3369 loss_bbox_4: 0.2056 loss_giou_4: 0.3533 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:15] d2.utils.events INFO: eta: 1 day, 2:10:22 iter: 115519 total_loss: 5.815 loss_ce: 0.3082 loss_bbox: 0.1895 loss_giou: 0.3414 loss_ce_0: 0.5024 loss_bbox_0: 0.3196 loss_giou_0: 0.5548 loss_ce_1: 0.4127 loss_bbox_1: 0.2217 loss_giou_1: 0.3942 loss_ce_2: 0.3501 loss_bbox_2: 0.2013 loss_giou_2: 0.3554 loss_ce_3: 0.3246 loss_bbox_3: 0.1927 loss_giou_3: 0.3488 loss_ce_4: 0.3121 loss_bbox_4: 0.1898 loss_giou_4: 0.345 time: 0.2803 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:21] d2.utils.events INFO: eta: 1 day, 2:10:16 iter: 115539 total_loss: 6.077 loss_ce: 0.338 loss_bbox: 0.1745 loss_giou: 0.3573 loss_ce_0: 0.5135 loss_bbox_0: 0.3007 loss_giou_0: 0.5528 loss_ce_1: 0.4241 loss_bbox_1: 0.2062 loss_giou_1: 0.4071 loss_ce_2: 0.3636 loss_bbox_2: 0.1869 loss_giou_2: 0.3725 loss_ce_3: 0.3383 loss_bbox_3: 0.1829 loss_giou_3: 0.3637 loss_ce_4: 0.3313 loss_bbox_4: 0.1795 loss_giou_4: 0.3591 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:27] d2.utils.events INFO: eta: 1 day, 2:09:31 iter: 115559 total_loss: 6.335 loss_ce: 0.34 loss_bbox: 0.2165 loss_giou: 0.3647 loss_ce_0: 0.5447 loss_bbox_0: 0.3574 loss_giou_0: 0.5473 loss_ce_1: 0.4275 loss_bbox_1: 0.2598 loss_giou_1: 0.4203 loss_ce_2: 0.3684 loss_bbox_2: 0.2376 loss_giou_2: 0.3829 loss_ce_3: 0.3535 loss_bbox_3: 0.2318 loss_giou_3: 0.372 loss_ce_4: 0.335 loss_bbox_4: 0.2172 loss_giou_4: 0.3654 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:32] d2.utils.events INFO: eta: 1 day, 2:08:23 iter: 115579 total_loss: 6.429 loss_ce: 0.3221 loss_bbox: 0.2096 loss_giou: 0.3652 loss_ce_0: 0.5247 loss_bbox_0: 0.3501 loss_giou_0: 0.5463 loss_ce_1: 0.4224 loss_bbox_1: 0.2513 loss_giou_1: 0.4044 loss_ce_2: 0.3565 loss_bbox_2: 0.2205 loss_giou_2: 0.3709 loss_ce_3: 0.326 loss_bbox_3: 0.2129 loss_giou_3: 0.3655 loss_ce_4: 0.3289 loss_bbox_4: 0.2108 loss_giou_4: 0.3617 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:38] d2.utils.events INFO: eta: 1 day, 2:08:35 iter: 115599 total_loss: 5.98 loss_ce: 0.3408 loss_bbox: 0.1914 loss_giou: 0.3482 loss_ce_0: 0.5176 loss_bbox_0: 0.3426 loss_giou_0: 0.5676 loss_ce_1: 0.428 loss_bbox_1: 0.2262 loss_giou_1: 0.4202 loss_ce_2: 0.3772 loss_bbox_2: 0.2038 loss_giou_2: 0.376 loss_ce_3: 0.3624 loss_bbox_3: 0.1954 loss_giou_3: 0.3657 loss_ce_4: 0.3462 loss_bbox_4: 0.1947 loss_giou_4: 0.3517 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:44] d2.utils.events INFO: eta: 1 day, 2:09:14 iter: 115619 total_loss: 6.207 loss_ce: 0.3476 loss_bbox: 0.2114 loss_giou: 0.363 loss_ce_0: 0.5278 loss_bbox_0: 0.3459 loss_giou_0: 0.5543 loss_ce_1: 0.444 loss_bbox_1: 0.2562 loss_giou_1: 0.4139 loss_ce_2: 0.3858 loss_bbox_2: 0.231 loss_giou_2: 0.3879 loss_ce_3: 0.3625 loss_bbox_3: 0.2173 loss_giou_3: 0.3741 loss_ce_4: 0.3521 loss_bbox_4: 0.213 loss_giou_4: 0.3656 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:49] d2.utils.events INFO: eta: 1 day, 2:09:54 iter: 115639 total_loss: 6.142 loss_ce: 0.3327 loss_bbox: 0.1977 loss_giou: 0.3534 loss_ce_0: 0.5419 loss_bbox_0: 0.3454 loss_giou_0: 0.5484 loss_ce_1: 0.4358 loss_bbox_1: 0.2385 loss_giou_1: 0.4024 loss_ce_2: 0.3618 loss_bbox_2: 0.2197 loss_giou_2: 0.3705 loss_ce_3: 0.3454 loss_bbox_3: 0.2092 loss_giou_3: 0.361 loss_ce_4: 0.3313 loss_bbox_4: 0.1987 loss_giou_4: 0.3555 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 22:37:55] d2.utils.events INFO: eta: 1 day, 2:09:48 iter: 115659 total_loss: 6.237 loss_ce: 0.3528 loss_bbox: 0.2168 loss_giou: 0.352 loss_ce_0: 0.5505 loss_bbox_0: 0.3448 loss_giou_0: 0.524 loss_ce_1: 0.4481 loss_bbox_1: 0.2296 loss_giou_1: 0.3887 loss_ce_2: 0.3748 loss_bbox_2: 0.2191 loss_giou_2: 0.3631 loss_ce_3: 0.3499 loss_bbox_3: 0.2153 loss_giou_3: 0.359 loss_ce_4: 0.3418 loss_bbox_4: 0.209 loss_giou_4: 0.3507 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:01] d2.utils.events INFO: eta: 1 day, 2:09:39 iter: 115679 total_loss: 6.418 loss_ce: 0.3446 loss_bbox: 0.1949 loss_giou: 0.3794 loss_ce_0: 0.534 loss_bbox_0: 0.3448 loss_giou_0: 0.5679 loss_ce_1: 0.4336 loss_bbox_1: 0.2286 loss_giou_1: 0.4239 loss_ce_2: 0.3645 loss_bbox_2: 0.2107 loss_giou_2: 0.3943 loss_ce_3: 0.3385 loss_bbox_3: 0.2089 loss_giou_3: 0.3867 loss_ce_4: 0.337 loss_bbox_4: 0.2026 loss_giou_4: 0.3849 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:06] d2.utils.events INFO: eta: 1 day, 2:09:41 iter: 115699 total_loss: 6.087 loss_ce: 0.3258 loss_bbox: 0.2001 loss_giou: 0.3457 loss_ce_0: 0.5306 loss_bbox_0: 0.3369 loss_giou_0: 0.5262 loss_ce_1: 0.4202 loss_bbox_1: 0.2313 loss_giou_1: 0.4014 loss_ce_2: 0.3741 loss_bbox_2: 0.217 loss_giou_2: 0.3699 loss_ce_3: 0.3345 loss_bbox_3: 0.206 loss_giou_3: 0.3607 loss_ce_4: 0.3331 loss_bbox_4: 0.2002 loss_giou_4: 0.3567 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:12] d2.utils.events INFO: eta: 1 day, 2:09:36 iter: 115719 total_loss: 6.554 loss_ce: 0.3687 loss_bbox: 0.2122 loss_giou: 0.3734 loss_ce_0: 0.5467 loss_bbox_0: 0.3634 loss_giou_0: 0.5911 loss_ce_1: 0.4361 loss_bbox_1: 0.2472 loss_giou_1: 0.4264 loss_ce_2: 0.388 loss_bbox_2: 0.2214 loss_giou_2: 0.3931 loss_ce_3: 0.3713 loss_bbox_3: 0.2205 loss_giou_3: 0.3843 loss_ce_4: 0.3677 loss_bbox_4: 0.2165 loss_giou_4: 0.3747 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:18] d2.utils.events INFO: eta: 1 day, 2:09:15 iter: 115739 total_loss: 6.099 loss_ce: 0.352 loss_bbox: 0.1962 loss_giou: 0.3503 loss_ce_0: 0.5235 loss_bbox_0: 0.3314 loss_giou_0: 0.5392 loss_ce_1: 0.4322 loss_bbox_1: 0.2307 loss_giou_1: 0.3983 loss_ce_2: 0.3854 loss_bbox_2: 0.2066 loss_giou_2: 0.3709 loss_ce_3: 0.3507 loss_bbox_3: 0.2011 loss_giou_3: 0.3587 loss_ce_4: 0.348 loss_bbox_4: 0.1994 loss_giou_4: 0.3561 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:24] d2.utils.events INFO: eta: 1 day, 2:08:23 iter: 115759 total_loss: 6.247 loss_ce: 0.3361 loss_bbox: 0.1925 loss_giou: 0.3507 loss_ce_0: 0.5348 loss_bbox_0: 0.3296 loss_giou_0: 0.5617 loss_ce_1: 0.4261 loss_bbox_1: 0.2248 loss_giou_1: 0.4061 loss_ce_2: 0.3682 loss_bbox_2: 0.206 loss_giou_2: 0.3733 loss_ce_3: 0.3457 loss_bbox_3: 0.1927 loss_giou_3: 0.3649 loss_ce_4: 0.3306 loss_bbox_4: 0.1947 loss_giou_4: 0.3528 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:29] d2.utils.events INFO: eta: 1 day, 2:08:03 iter: 115779 total_loss: 6.336 loss_ce: 0.3411 loss_bbox: 0.2122 loss_giou: 0.3667 loss_ce_0: 0.5153 loss_bbox_0: 0.3412 loss_giou_0: 0.5651 loss_ce_1: 0.4416 loss_bbox_1: 0.239 loss_giou_1: 0.4026 loss_ce_2: 0.3719 loss_bbox_2: 0.2228 loss_giou_2: 0.3639 loss_ce_3: 0.3421 loss_bbox_3: 0.2173 loss_giou_3: 0.3589 loss_ce_4: 0.3309 loss_bbox_4: 0.2154 loss_giou_4: 0.3616 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:35] d2.utils.events INFO: eta: 1 day, 2:08:47 iter: 115799 total_loss: 6.317 loss_ce: 0.3373 loss_bbox: 0.2063 loss_giou: 0.36 loss_ce_0: 0.5187 loss_bbox_0: 0.348 loss_giou_0: 0.5623 loss_ce_1: 0.4276 loss_bbox_1: 0.2424 loss_giou_1: 0.4127 loss_ce_2: 0.3762 loss_bbox_2: 0.2229 loss_giou_2: 0.3862 loss_ce_3: 0.3578 loss_bbox_3: 0.2162 loss_giou_3: 0.373 loss_ce_4: 0.3376 loss_bbox_4: 0.2122 loss_giou_4: 0.368 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:41] d2.utils.events INFO: eta: 1 day, 2:08:53 iter: 115819 total_loss: 6.147 loss_ce: 0.3248 loss_bbox: 0.2004 loss_giou: 0.3518 loss_ce_0: 0.512 loss_bbox_0: 0.3399 loss_giou_0: 0.5456 loss_ce_1: 0.4085 loss_bbox_1: 0.2367 loss_giou_1: 0.3983 loss_ce_2: 0.3681 loss_bbox_2: 0.2114 loss_giou_2: 0.3616 loss_ce_3: 0.3395 loss_bbox_3: 0.2071 loss_giou_3: 0.3535 loss_ce_4: 0.3241 loss_bbox_4: 0.2004 loss_giou_4: 0.3502 time: 0.2803 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:46] d2.utils.events INFO: eta: 1 day, 2:08:35 iter: 115839 total_loss: 5.818 loss_ce: 0.3186 loss_bbox: 0.1927 loss_giou: 0.3366 loss_ce_0: 0.501 loss_bbox_0: 0.3366 loss_giou_0: 0.5213 loss_ce_1: 0.4108 loss_bbox_1: 0.2277 loss_giou_1: 0.3803 loss_ce_2: 0.3631 loss_bbox_2: 0.2064 loss_giou_2: 0.3594 loss_ce_3: 0.3264 loss_bbox_3: 0.2004 loss_giou_3: 0.3496 loss_ce_4: 0.3182 loss_bbox_4: 0.1952 loss_giou_4: 0.3435 time: 0.2803 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:52] d2.utils.events INFO: eta: 1 day, 2:08:14 iter: 115859 total_loss: 6.163 loss_ce: 0.3185 loss_bbox: 0.2014 loss_giou: 0.3639 loss_ce_0: 0.5239 loss_bbox_0: 0.3416 loss_giou_0: 0.5421 loss_ce_1: 0.4206 loss_bbox_1: 0.2475 loss_giou_1: 0.4142 loss_ce_2: 0.3567 loss_bbox_2: 0.2194 loss_giou_2: 0.3856 loss_ce_3: 0.3243 loss_bbox_3: 0.2096 loss_giou_3: 0.3714 loss_ce_4: 0.3189 loss_bbox_4: 0.2014 loss_giou_4: 0.3678 time: 0.2803 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/02 22:38:58] d2.utils.events INFO: eta: 1 day, 2:08:43 iter: 115879 total_loss: 6.137 loss_ce: 0.3421 loss_bbox: 0.2008 loss_giou: 0.3502 loss_ce_0: 0.5105 loss_bbox_0: 0.3443 loss_giou_0: 0.5389 loss_ce_1: 0.4135 loss_bbox_1: 0.235 loss_giou_1: 0.4028 loss_ce_2: 0.3604 loss_bbox_2: 0.2203 loss_giou_2: 0.3659 loss_ce_3: 0.3429 loss_bbox_3: 0.2065 loss_giou_3: 0.3541 loss_ce_4: 0.333 loss_bbox_4: 0.2011 loss_giou_4: 0.3539 time: 0.2803 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:04] d2.utils.events INFO: eta: 1 day, 2:08:34 iter: 115899 total_loss: 6.073 loss_ce: 0.3374 loss_bbox: 0.2057 loss_giou: 0.3408 loss_ce_0: 0.528 loss_bbox_0: 0.3489 loss_giou_0: 0.5164 loss_ce_1: 0.4407 loss_bbox_1: 0.2391 loss_giou_1: 0.3849 loss_ce_2: 0.3733 loss_bbox_2: 0.2208 loss_giou_2: 0.361 loss_ce_3: 0.3393 loss_bbox_3: 0.2093 loss_giou_3: 0.3464 loss_ce_4: 0.3332 loss_bbox_4: 0.2062 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:09] d2.utils.events INFO: eta: 1 day, 2:08:26 iter: 115919 total_loss: 6.321 loss_ce: 0.3315 loss_bbox: 0.2137 loss_giou: 0.3675 loss_ce_0: 0.538 loss_bbox_0: 0.3393 loss_giou_0: 0.5462 loss_ce_1: 0.4334 loss_bbox_1: 0.2438 loss_giou_1: 0.4074 loss_ce_2: 0.3671 loss_bbox_2: 0.2285 loss_giou_2: 0.3907 loss_ce_3: 0.3364 loss_bbox_3: 0.2178 loss_giou_3: 0.3735 loss_ce_4: 0.3271 loss_bbox_4: 0.2167 loss_giou_4: 0.3735 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:15] d2.utils.events INFO: eta: 1 day, 2:08:26 iter: 115939 total_loss: 5.96 loss_ce: 0.3211 loss_bbox: 0.1974 loss_giou: 0.3424 loss_ce_0: 0.5205 loss_bbox_0: 0.3351 loss_giou_0: 0.5265 loss_ce_1: 0.4203 loss_bbox_1: 0.2306 loss_giou_1: 0.3923 loss_ce_2: 0.3618 loss_bbox_2: 0.2086 loss_giou_2: 0.3634 loss_ce_3: 0.3305 loss_bbox_3: 0.2013 loss_giou_3: 0.3449 loss_ce_4: 0.3211 loss_bbox_4: 0.1994 loss_giou_4: 0.3415 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:21] d2.utils.events INFO: eta: 1 day, 2:08:21 iter: 115959 total_loss: 6.092 loss_ce: 0.3349 loss_bbox: 0.2232 loss_giou: 0.3634 loss_ce_0: 0.5483 loss_bbox_0: 0.3594 loss_giou_0: 0.5472 loss_ce_1: 0.4371 loss_bbox_1: 0.2567 loss_giou_1: 0.4135 loss_ce_2: 0.3782 loss_bbox_2: 0.2329 loss_giou_2: 0.3782 loss_ce_3: 0.3584 loss_bbox_3: 0.2277 loss_giou_3: 0.3699 loss_ce_4: 0.3391 loss_bbox_4: 0.2251 loss_giou_4: 0.3641 time: 0.2803 data_time: 0.0175 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:26] d2.utils.events INFO: eta: 1 day, 2:08:14 iter: 115979 total_loss: 6.264 loss_ce: 0.3396 loss_bbox: 0.1911 loss_giou: 0.3612 loss_ce_0: 0.5304 loss_bbox_0: 0.3391 loss_giou_0: 0.5507 loss_ce_1: 0.443 loss_bbox_1: 0.2408 loss_giou_1: 0.4112 loss_ce_2: 0.3786 loss_bbox_2: 0.2067 loss_giou_2: 0.3797 loss_ce_3: 0.3407 loss_bbox_3: 0.1975 loss_giou_3: 0.3706 loss_ce_4: 0.3416 loss_bbox_4: 0.1931 loss_giou_4: 0.3637 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:32] d2.utils.events INFO: eta: 1 day, 2:08:09 iter: 115999 total_loss: 6.297 loss_ce: 0.3545 loss_bbox: 0.1973 loss_giou: 0.3584 loss_ce_0: 0.5429 loss_bbox_0: 0.3419 loss_giou_0: 0.5524 loss_ce_1: 0.4422 loss_bbox_1: 0.2341 loss_giou_1: 0.4233 loss_ce_2: 0.3878 loss_bbox_2: 0.2148 loss_giou_2: 0.3769 loss_ce_3: 0.3648 loss_bbox_3: 0.2024 loss_giou_3: 0.3685 loss_ce_4: 0.3511 loss_bbox_4: 0.2017 loss_giou_4: 0.3576 time: 0.2803 data_time: 0.0196 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:38] d2.utils.events INFO: eta: 1 day, 2:08:00 iter: 116019 total_loss: 6.258 loss_ce: 0.3492 loss_bbox: 0.2008 loss_giou: 0.3565 loss_ce_0: 0.5296 loss_bbox_0: 0.3374 loss_giou_0: 0.5475 loss_ce_1: 0.4467 loss_bbox_1: 0.2385 loss_giou_1: 0.4094 loss_ce_2: 0.3882 loss_bbox_2: 0.2113 loss_giou_2: 0.3815 loss_ce_3: 0.3629 loss_bbox_3: 0.2062 loss_giou_3: 0.3701 loss_ce_4: 0.3493 loss_bbox_4: 0.2058 loss_giou_4: 0.365 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:43] d2.utils.events INFO: eta: 1 day, 2:07:54 iter: 116039 total_loss: 6.331 loss_ce: 0.3475 loss_bbox: 0.1973 loss_giou: 0.3761 loss_ce_0: 0.5432 loss_bbox_0: 0.3287 loss_giou_0: 0.5781 loss_ce_1: 0.4383 loss_bbox_1: 0.2342 loss_giou_1: 0.4264 loss_ce_2: 0.3842 loss_bbox_2: 0.2082 loss_giou_2: 0.3899 loss_ce_3: 0.3607 loss_bbox_3: 0.1992 loss_giou_3: 0.3732 loss_ce_4: 0.3467 loss_bbox_4: 0.2014 loss_giou_4: 0.3716 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:49] d2.utils.events INFO: eta: 1 day, 2:08:02 iter: 116059 total_loss: 6.337 loss_ce: 0.3416 loss_bbox: 0.2043 loss_giou: 0.3822 loss_ce_0: 0.5183 loss_bbox_0: 0.3446 loss_giou_0: 0.5728 loss_ce_1: 0.435 loss_bbox_1: 0.2441 loss_giou_1: 0.4256 loss_ce_2: 0.3683 loss_bbox_2: 0.2174 loss_giou_2: 0.3866 loss_ce_3: 0.342 loss_bbox_3: 0.2053 loss_giou_3: 0.3856 loss_ce_4: 0.3315 loss_bbox_4: 0.2047 loss_giou_4: 0.3844 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 22:39:55] d2.utils.events INFO: eta: 1 day, 2:08:05 iter: 116079 total_loss: 6.57 loss_ce: 0.3643 loss_bbox: 0.2126 loss_giou: 0.3884 loss_ce_0: 0.5645 loss_bbox_0: 0.3388 loss_giou_0: 0.5957 loss_ce_1: 0.4631 loss_bbox_1: 0.2435 loss_giou_1: 0.4481 loss_ce_2: 0.396 loss_bbox_2: 0.2276 loss_giou_2: 0.4094 loss_ce_3: 0.3604 loss_bbox_3: 0.2163 loss_giou_3: 0.398 loss_ce_4: 0.3651 loss_bbox_4: 0.2134 loss_giou_4: 0.3904 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:01] d2.utils.events INFO: eta: 1 day, 2:07:45 iter: 116099 total_loss: 6.249 loss_ce: 0.3322 loss_bbox: 0.2009 loss_giou: 0.3778 loss_ce_0: 0.5354 loss_bbox_0: 0.3305 loss_giou_0: 0.5798 loss_ce_1: 0.4343 loss_bbox_1: 0.2322 loss_giou_1: 0.4297 loss_ce_2: 0.3644 loss_bbox_2: 0.2082 loss_giou_2: 0.3974 loss_ce_3: 0.3438 loss_bbox_3: 0.2027 loss_giou_3: 0.3869 loss_ce_4: 0.3282 loss_bbox_4: 0.1991 loss_giou_4: 0.383 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:06] d2.utils.events INFO: eta: 1 day, 2:08:03 iter: 116119 total_loss: 5.867 loss_ce: 0.319 loss_bbox: 0.203 loss_giou: 0.3422 loss_ce_0: 0.5369 loss_bbox_0: 0.3378 loss_giou_0: 0.543 loss_ce_1: 0.4131 loss_bbox_1: 0.2363 loss_giou_1: 0.3918 loss_ce_2: 0.3574 loss_bbox_2: 0.2126 loss_giou_2: 0.3597 loss_ce_3: 0.3246 loss_bbox_3: 0.2058 loss_giou_3: 0.3454 loss_ce_4: 0.3209 loss_bbox_4: 0.2024 loss_giou_4: 0.348 time: 0.2803 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:12] d2.utils.events INFO: eta: 1 day, 2:07:58 iter: 116139 total_loss: 6.184 loss_ce: 0.3271 loss_bbox: 0.2065 loss_giou: 0.3432 loss_ce_0: 0.5297 loss_bbox_0: 0.339 loss_giou_0: 0.522 loss_ce_1: 0.4339 loss_bbox_1: 0.243 loss_giou_1: 0.3992 loss_ce_2: 0.3612 loss_bbox_2: 0.2177 loss_giou_2: 0.3642 loss_ce_3: 0.3347 loss_bbox_3: 0.2168 loss_giou_3: 0.3564 loss_ce_4: 0.3263 loss_bbox_4: 0.212 loss_giou_4: 0.3428 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:18] d2.utils.events INFO: eta: 1 day, 2:07:32 iter: 116159 total_loss: 6.022 loss_ce: 0.3313 loss_bbox: 0.1985 loss_giou: 0.3647 loss_ce_0: 0.5199 loss_bbox_0: 0.34 loss_giou_0: 0.5691 loss_ce_1: 0.4275 loss_bbox_1: 0.2333 loss_giou_1: 0.4179 loss_ce_2: 0.3598 loss_bbox_2: 0.2118 loss_giou_2: 0.3837 loss_ce_3: 0.3248 loss_bbox_3: 0.2084 loss_giou_3: 0.3719 loss_ce_4: 0.3199 loss_bbox_4: 0.2014 loss_giou_4: 0.3679 time: 0.2803 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:23] d2.utils.events INFO: eta: 1 day, 2:07:35 iter: 116179 total_loss: 6.051 loss_ce: 0.3356 loss_bbox: 0.1789 loss_giou: 0.3544 loss_ce_0: 0.5432 loss_bbox_0: 0.3252 loss_giou_0: 0.5346 loss_ce_1: 0.4253 loss_bbox_1: 0.2192 loss_giou_1: 0.4006 loss_ce_2: 0.3676 loss_bbox_2: 0.1951 loss_giou_2: 0.3735 loss_ce_3: 0.3435 loss_bbox_3: 0.1901 loss_giou_3: 0.3685 loss_ce_4: 0.3336 loss_bbox_4: 0.1829 loss_giou_4: 0.3595 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:29] d2.utils.events INFO: eta: 1 day, 2:07:36 iter: 116199 total_loss: 6.231 loss_ce: 0.3423 loss_bbox: 0.2144 loss_giou: 0.3499 loss_ce_0: 0.5212 loss_bbox_0: 0.3463 loss_giou_0: 0.526 loss_ce_1: 0.4389 loss_bbox_1: 0.2438 loss_giou_1: 0.404 loss_ce_2: 0.3687 loss_bbox_2: 0.2289 loss_giou_2: 0.3698 loss_ce_3: 0.3487 loss_bbox_3: 0.2252 loss_giou_3: 0.3605 loss_ce_4: 0.34 loss_bbox_4: 0.2154 loss_giou_4: 0.3523 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:35] d2.utils.events INFO: eta: 1 day, 2:07:31 iter: 116219 total_loss: 6.564 loss_ce: 0.3478 loss_bbox: 0.2013 loss_giou: 0.3805 loss_ce_0: 0.5427 loss_bbox_0: 0.3466 loss_giou_0: 0.5642 loss_ce_1: 0.4309 loss_bbox_1: 0.2431 loss_giou_1: 0.4285 loss_ce_2: 0.386 loss_bbox_2: 0.2184 loss_giou_2: 0.4022 loss_ce_3: 0.3565 loss_bbox_3: 0.2087 loss_giou_3: 0.3892 loss_ce_4: 0.3423 loss_bbox_4: 0.2027 loss_giou_4: 0.3838 time: 0.2803 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:41] d2.utils.events INFO: eta: 1 day, 2:07:18 iter: 116239 total_loss: 5.922 loss_ce: 0.3103 loss_bbox: 0.1932 loss_giou: 0.341 loss_ce_0: 0.5291 loss_bbox_0: 0.3237 loss_giou_0: 0.5337 loss_ce_1: 0.4134 loss_bbox_1: 0.2232 loss_giou_1: 0.3864 loss_ce_2: 0.3486 loss_bbox_2: 0.2032 loss_giou_2: 0.3609 loss_ce_3: 0.3187 loss_bbox_3: 0.1963 loss_giou_3: 0.3494 loss_ce_4: 0.3126 loss_bbox_4: 0.1936 loss_giou_4: 0.3404 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:46] d2.utils.events INFO: eta: 1 day, 2:07:28 iter: 116259 total_loss: 6.121 loss_ce: 0.3312 loss_bbox: 0.1952 loss_giou: 0.3544 loss_ce_0: 0.511 loss_bbox_0: 0.3454 loss_giou_0: 0.5409 loss_ce_1: 0.4166 loss_bbox_1: 0.2416 loss_giou_1: 0.4111 loss_ce_2: 0.3623 loss_bbox_2: 0.2144 loss_giou_2: 0.3834 loss_ce_3: 0.3427 loss_bbox_3: 0.2059 loss_giou_3: 0.3628 loss_ce_4: 0.3297 loss_bbox_4: 0.2019 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:52] d2.utils.events INFO: eta: 1 day, 2:07:42 iter: 116279 total_loss: 6.216 loss_ce: 0.3357 loss_bbox: 0.1945 loss_giou: 0.3527 loss_ce_0: 0.5243 loss_bbox_0: 0.3378 loss_giou_0: 0.5398 loss_ce_1: 0.4411 loss_bbox_1: 0.2363 loss_giou_1: 0.3945 loss_ce_2: 0.3811 loss_bbox_2: 0.2102 loss_giou_2: 0.3698 loss_ce_3: 0.3481 loss_bbox_3: 0.2017 loss_giou_3: 0.3614 loss_ce_4: 0.3381 loss_bbox_4: 0.1983 loss_giou_4: 0.357 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:40:58] d2.utils.events INFO: eta: 1 day, 2:07:37 iter: 116299 total_loss: 6.245 loss_ce: 0.3503 loss_bbox: 0.2011 loss_giou: 0.3602 loss_ce_0: 0.5441 loss_bbox_0: 0.3375 loss_giou_0: 0.5552 loss_ce_1: 0.4383 loss_bbox_1: 0.2383 loss_giou_1: 0.4143 loss_ce_2: 0.382 loss_bbox_2: 0.2124 loss_giou_2: 0.3768 loss_ce_3: 0.3521 loss_bbox_3: 0.202 loss_giou_3: 0.3692 loss_ce_4: 0.3495 loss_bbox_4: 0.1947 loss_giou_4: 0.3591 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:03] d2.utils.events INFO: eta: 1 day, 2:07:50 iter: 116319 total_loss: 6.105 loss_ce: 0.3358 loss_bbox: 0.1925 loss_giou: 0.354 loss_ce_0: 0.5073 loss_bbox_0: 0.3367 loss_giou_0: 0.5478 loss_ce_1: 0.419 loss_bbox_1: 0.2353 loss_giou_1: 0.4068 loss_ce_2: 0.3666 loss_bbox_2: 0.2126 loss_giou_2: 0.3761 loss_ce_3: 0.3475 loss_bbox_3: 0.2014 loss_giou_3: 0.3651 loss_ce_4: 0.3385 loss_bbox_4: 0.1971 loss_giou_4: 0.3631 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:09] d2.utils.events INFO: eta: 1 day, 2:07:31 iter: 116339 total_loss: 6.255 loss_ce: 0.3446 loss_bbox: 0.2023 loss_giou: 0.3528 loss_ce_0: 0.5151 loss_bbox_0: 0.335 loss_giou_0: 0.5423 loss_ce_1: 0.4412 loss_bbox_1: 0.2358 loss_giou_1: 0.402 loss_ce_2: 0.3779 loss_bbox_2: 0.2229 loss_giou_2: 0.3767 loss_ce_3: 0.357 loss_bbox_3: 0.2124 loss_giou_3: 0.3589 loss_ce_4: 0.3509 loss_bbox_4: 0.2053 loss_giou_4: 0.3497 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:15] d2.utils.events INFO: eta: 1 day, 2:07:14 iter: 116359 total_loss: 6.119 loss_ce: 0.3162 loss_bbox: 0.1912 loss_giou: 0.3658 loss_ce_0: 0.5299 loss_bbox_0: 0.3351 loss_giou_0: 0.5418 loss_ce_1: 0.4293 loss_bbox_1: 0.2181 loss_giou_1: 0.4099 loss_ce_2: 0.3593 loss_bbox_2: 0.2061 loss_giou_2: 0.3825 loss_ce_3: 0.327 loss_bbox_3: 0.192 loss_giou_3: 0.3745 loss_ce_4: 0.3179 loss_bbox_4: 0.1902 loss_giou_4: 0.3677 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:21] d2.utils.events INFO: eta: 1 day, 2:06:52 iter: 116379 total_loss: 6.339 loss_ce: 0.3468 loss_bbox: 0.1999 loss_giou: 0.3541 loss_ce_0: 0.5365 loss_bbox_0: 0.3473 loss_giou_0: 0.5523 loss_ce_1: 0.4318 loss_bbox_1: 0.2316 loss_giou_1: 0.4044 loss_ce_2: 0.3677 loss_bbox_2: 0.2148 loss_giou_2: 0.3767 loss_ce_3: 0.3569 loss_bbox_3: 0.205 loss_giou_3: 0.3696 loss_ce_4: 0.349 loss_bbox_4: 0.2048 loss_giou_4: 0.3662 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:26] d2.utils.events INFO: eta: 1 day, 2:06:55 iter: 116399 total_loss: 6.548 loss_ce: 0.3563 loss_bbox: 0.2084 loss_giou: 0.3797 loss_ce_0: 0.5532 loss_bbox_0: 0.3505 loss_giou_0: 0.5678 loss_ce_1: 0.4587 loss_bbox_1: 0.2444 loss_giou_1: 0.4305 loss_ce_2: 0.3973 loss_bbox_2: 0.2243 loss_giou_2: 0.4007 loss_ce_3: 0.3702 loss_bbox_3: 0.2176 loss_giou_3: 0.3865 loss_ce_4: 0.3565 loss_bbox_4: 0.2093 loss_giou_4: 0.3794 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:32] d2.utils.events INFO: eta: 1 day, 2:07:16 iter: 116419 total_loss: 6.028 loss_ce: 0.3168 loss_bbox: 0.2042 loss_giou: 0.3539 loss_ce_0: 0.5172 loss_bbox_0: 0.346 loss_giou_0: 0.5354 loss_ce_1: 0.4228 loss_bbox_1: 0.2413 loss_giou_1: 0.3945 loss_ce_2: 0.3625 loss_bbox_2: 0.2181 loss_giou_2: 0.3663 loss_ce_3: 0.3357 loss_bbox_3: 0.2088 loss_giou_3: 0.3582 loss_ce_4: 0.3188 loss_bbox_4: 0.2052 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:38] d2.utils.events INFO: eta: 1 day, 2:07:16 iter: 116439 total_loss: 6.364 loss_ce: 0.3449 loss_bbox: 0.2259 loss_giou: 0.372 loss_ce_0: 0.542 loss_bbox_0: 0.3583 loss_giou_0: 0.5457 loss_ce_1: 0.4462 loss_bbox_1: 0.2516 loss_giou_1: 0.4104 loss_ce_2: 0.3895 loss_bbox_2: 0.236 loss_giou_2: 0.3846 loss_ce_3: 0.3556 loss_bbox_3: 0.2325 loss_giou_3: 0.377 loss_ce_4: 0.3481 loss_bbox_4: 0.2288 loss_giou_4: 0.3771 time: 0.2803 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:43] d2.utils.events INFO: eta: 1 day, 2:07:37 iter: 116459 total_loss: 6.304 loss_ce: 0.3481 loss_bbox: 0.2193 loss_giou: 0.3444 loss_ce_0: 0.5355 loss_bbox_0: 0.3464 loss_giou_0: 0.5116 loss_ce_1: 0.4219 loss_bbox_1: 0.2648 loss_giou_1: 0.3885 loss_ce_2: 0.3894 loss_bbox_2: 0.2376 loss_giou_2: 0.3672 loss_ce_3: 0.3466 loss_bbox_3: 0.2303 loss_giou_3: 0.3519 loss_ce_4: 0.3454 loss_bbox_4: 0.2265 loss_giou_4: 0.3441 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:49] d2.utils.events INFO: eta: 1 day, 2:07:43 iter: 116479 total_loss: 6.161 loss_ce: 0.3327 loss_bbox: 0.2029 loss_giou: 0.3627 loss_ce_0: 0.5183 loss_bbox_0: 0.3234 loss_giou_0: 0.5492 loss_ce_1: 0.421 loss_bbox_1: 0.2338 loss_giou_1: 0.4058 loss_ce_2: 0.3592 loss_bbox_2: 0.2165 loss_giou_2: 0.3827 loss_ce_3: 0.3307 loss_bbox_3: 0.2082 loss_giou_3: 0.3754 loss_ce_4: 0.3292 loss_bbox_4: 0.2057 loss_giou_4: 0.3628 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 22:41:55] d2.utils.events INFO: eta: 1 day, 2:07:37 iter: 116499 total_loss: 5.937 loss_ce: 0.3271 loss_bbox: 0.1998 loss_giou: 0.3226 loss_ce_0: 0.52 loss_bbox_0: 0.337 loss_giou_0: 0.5131 loss_ce_1: 0.425 loss_bbox_1: 0.2361 loss_giou_1: 0.3765 loss_ce_2: 0.3637 loss_bbox_2: 0.2176 loss_giou_2: 0.3419 loss_ce_3: 0.3351 loss_bbox_3: 0.2038 loss_giou_3: 0.3295 loss_ce_4: 0.329 loss_bbox_4: 0.2025 loss_giou_4: 0.3248 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:01] d2.utils.events INFO: eta: 1 day, 2:06:40 iter: 116519 total_loss: 5.96 loss_ce: 0.3463 loss_bbox: 0.2015 loss_giou: 0.3291 loss_ce_0: 0.5371 loss_bbox_0: 0.33 loss_giou_0: 0.5253 loss_ce_1: 0.4472 loss_bbox_1: 0.2331 loss_giou_1: 0.3858 loss_ce_2: 0.3869 loss_bbox_2: 0.2072 loss_giou_2: 0.3519 loss_ce_3: 0.3637 loss_bbox_3: 0.2037 loss_giou_3: 0.33 loss_ce_4: 0.3452 loss_bbox_4: 0.2033 loss_giou_4: 0.3328 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:06] d2.utils.events INFO: eta: 1 day, 2:06:10 iter: 116539 total_loss: 6.325 loss_ce: 0.3276 loss_bbox: 0.1933 loss_giou: 0.3709 loss_ce_0: 0.5263 loss_bbox_0: 0.3365 loss_giou_0: 0.5702 loss_ce_1: 0.4237 loss_bbox_1: 0.2345 loss_giou_1: 0.4258 loss_ce_2: 0.3576 loss_bbox_2: 0.2077 loss_giou_2: 0.3986 loss_ce_3: 0.3397 loss_bbox_3: 0.2012 loss_giou_3: 0.3821 loss_ce_4: 0.326 loss_bbox_4: 0.1954 loss_giou_4: 0.3773 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:12] d2.utils.events INFO: eta: 1 day, 2:06:45 iter: 116559 total_loss: 6.013 loss_ce: 0.3199 loss_bbox: 0.2008 loss_giou: 0.3535 loss_ce_0: 0.5056 loss_bbox_0: 0.3283 loss_giou_0: 0.5248 loss_ce_1: 0.4215 loss_bbox_1: 0.2281 loss_giou_1: 0.399 loss_ce_2: 0.3606 loss_bbox_2: 0.212 loss_giou_2: 0.3712 loss_ce_3: 0.3434 loss_bbox_3: 0.2031 loss_giou_3: 0.3636 loss_ce_4: 0.3226 loss_bbox_4: 0.2015 loss_giou_4: 0.357 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:18] d2.utils.events INFO: eta: 1 day, 2:06:49 iter: 116579 total_loss: 6.191 loss_ce: 0.3361 loss_bbox: 0.2031 loss_giou: 0.3404 loss_ce_0: 0.5268 loss_bbox_0: 0.3478 loss_giou_0: 0.5333 loss_ce_1: 0.4315 loss_bbox_1: 0.2417 loss_giou_1: 0.3949 loss_ce_2: 0.3834 loss_bbox_2: 0.2176 loss_giou_2: 0.3637 loss_ce_3: 0.3511 loss_bbox_3: 0.2101 loss_giou_3: 0.3473 loss_ce_4: 0.3419 loss_bbox_4: 0.2064 loss_giou_4: 0.3415 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:23] d2.utils.events INFO: eta: 1 day, 2:06:18 iter: 116599 total_loss: 6.023 loss_ce: 0.3039 loss_bbox: 0.1979 loss_giou: 0.3471 loss_ce_0: 0.5292 loss_bbox_0: 0.3349 loss_giou_0: 0.5141 loss_ce_1: 0.4121 loss_bbox_1: 0.2315 loss_giou_1: 0.3972 loss_ce_2: 0.3433 loss_bbox_2: 0.2105 loss_giou_2: 0.3719 loss_ce_3: 0.3144 loss_bbox_3: 0.1999 loss_giou_3: 0.357 loss_ce_4: 0.3099 loss_bbox_4: 0.201 loss_giou_4: 0.3496 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:29] d2.utils.events INFO: eta: 1 day, 2:06:04 iter: 116619 total_loss: 6.418 loss_ce: 0.3222 loss_bbox: 0.2101 loss_giou: 0.3609 loss_ce_0: 0.5321 loss_bbox_0: 0.3584 loss_giou_0: 0.5544 loss_ce_1: 0.4325 loss_bbox_1: 0.2483 loss_giou_1: 0.4188 loss_ce_2: 0.3631 loss_bbox_2: 0.2284 loss_giou_2: 0.3889 loss_ce_3: 0.328 loss_bbox_3: 0.217 loss_giou_3: 0.3779 loss_ce_4: 0.3213 loss_bbox_4: 0.2146 loss_giou_4: 0.3657 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:35] d2.utils.events INFO: eta: 1 day, 2:06:04 iter: 116639 total_loss: 6.275 loss_ce: 0.3481 loss_bbox: 0.1931 loss_giou: 0.3603 loss_ce_0: 0.5427 loss_bbox_0: 0.3358 loss_giou_0: 0.5392 loss_ce_1: 0.4509 loss_bbox_1: 0.2275 loss_giou_1: 0.3929 loss_ce_2: 0.3861 loss_bbox_2: 0.2059 loss_giou_2: 0.3755 loss_ce_3: 0.3579 loss_bbox_3: 0.1975 loss_giou_3: 0.3692 loss_ce_4: 0.3509 loss_bbox_4: 0.1972 loss_giou_4: 0.3645 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:40] d2.utils.events INFO: eta: 1 day, 2:05:47 iter: 116659 total_loss: 5.975 loss_ce: 0.3271 loss_bbox: 0.2041 loss_giou: 0.3367 loss_ce_0: 0.5162 loss_bbox_0: 0.3321 loss_giou_0: 0.5096 loss_ce_1: 0.4293 loss_bbox_1: 0.2291 loss_giou_1: 0.3773 loss_ce_2: 0.3674 loss_bbox_2: 0.2166 loss_giou_2: 0.3546 loss_ce_3: 0.3387 loss_bbox_3: 0.2155 loss_giou_3: 0.3447 loss_ce_4: 0.3243 loss_bbox_4: 0.2079 loss_giou_4: 0.3394 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:46] d2.utils.events INFO: eta: 1 day, 2:05:30 iter: 116679 total_loss: 6.331 loss_ce: 0.3415 loss_bbox: 0.2025 loss_giou: 0.3616 loss_ce_0: 0.5192 loss_bbox_0: 0.3341 loss_giou_0: 0.5552 loss_ce_1: 0.4313 loss_bbox_1: 0.2296 loss_giou_1: 0.4052 loss_ce_2: 0.3875 loss_bbox_2: 0.2076 loss_giou_2: 0.3784 loss_ce_3: 0.3438 loss_bbox_3: 0.2096 loss_giou_3: 0.3695 loss_ce_4: 0.3404 loss_bbox_4: 0.2019 loss_giou_4: 0.3642 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:52] d2.utils.events INFO: eta: 1 day, 2:05:42 iter: 116699 total_loss: 5.864 loss_ce: 0.3082 loss_bbox: 0.195 loss_giou: 0.3312 loss_ce_0: 0.4933 loss_bbox_0: 0.3177 loss_giou_0: 0.5184 loss_ce_1: 0.3937 loss_bbox_1: 0.224 loss_giou_1: 0.3789 loss_ce_2: 0.347 loss_bbox_2: 0.2046 loss_giou_2: 0.3516 loss_ce_3: 0.3178 loss_bbox_3: 0.1973 loss_giou_3: 0.3397 loss_ce_4: 0.3077 loss_bbox_4: 0.1984 loss_giou_4: 0.3402 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 22:42:57] d2.utils.events INFO: eta: 1 day, 2:05:17 iter: 116719 total_loss: 5.811 loss_ce: 0.3056 loss_bbox: 0.1952 loss_giou: 0.3393 loss_ce_0: 0.5075 loss_bbox_0: 0.3357 loss_giou_0: 0.5491 loss_ce_1: 0.4092 loss_bbox_1: 0.2344 loss_giou_1: 0.399 loss_ce_2: 0.3384 loss_bbox_2: 0.2133 loss_giou_2: 0.356 loss_ce_3: 0.314 loss_bbox_3: 0.2014 loss_giou_3: 0.3507 loss_ce_4: 0.3066 loss_bbox_4: 0.1977 loss_giou_4: 0.3433 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:03] d2.utils.events INFO: eta: 1 day, 2:05:19 iter: 116739 total_loss: 6.354 loss_ce: 0.3712 loss_bbox: 0.1873 loss_giou: 0.3468 loss_ce_0: 0.5399 loss_bbox_0: 0.3398 loss_giou_0: 0.546 loss_ce_1: 0.4563 loss_bbox_1: 0.2408 loss_giou_1: 0.4019 loss_ce_2: 0.4047 loss_bbox_2: 0.2184 loss_giou_2: 0.3703 loss_ce_3: 0.3813 loss_bbox_3: 0.1991 loss_giou_3: 0.3587 loss_ce_4: 0.3726 loss_bbox_4: 0.1909 loss_giou_4: 0.3518 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:09] d2.utils.events INFO: eta: 1 day, 2:05:25 iter: 116759 total_loss: 6.237 loss_ce: 0.3412 loss_bbox: 0.1871 loss_giou: 0.3698 loss_ce_0: 0.5307 loss_bbox_0: 0.3251 loss_giou_0: 0.5694 loss_ce_1: 0.4245 loss_bbox_1: 0.2254 loss_giou_1: 0.419 loss_ce_2: 0.38 loss_bbox_2: 0.201 loss_giou_2: 0.3864 loss_ce_3: 0.3524 loss_bbox_3: 0.1908 loss_giou_3: 0.3776 loss_ce_4: 0.3402 loss_bbox_4: 0.1895 loss_giou_4: 0.3719 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:15] d2.utils.events INFO: eta: 1 day, 2:05:24 iter: 116779 total_loss: 6.259 loss_ce: 0.3375 loss_bbox: 0.204 loss_giou: 0.3437 loss_ce_0: 0.5339 loss_bbox_0: 0.3449 loss_giou_0: 0.5609 loss_ce_1: 0.4406 loss_bbox_1: 0.2407 loss_giou_1: 0.3971 loss_ce_2: 0.3734 loss_bbox_2: 0.2249 loss_giou_2: 0.3691 loss_ce_3: 0.3541 loss_bbox_3: 0.2039 loss_giou_3: 0.3512 loss_ce_4: 0.3392 loss_bbox_4: 0.2044 loss_giou_4: 0.3504 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:20] d2.utils.events INFO: eta: 1 day, 2:04:54 iter: 116799 total_loss: 6.267 loss_ce: 0.3448 loss_bbox: 0.2064 loss_giou: 0.3394 loss_ce_0: 0.511 loss_bbox_0: 0.3508 loss_giou_0: 0.5215 loss_ce_1: 0.4327 loss_bbox_1: 0.2323 loss_giou_1: 0.3764 loss_ce_2: 0.3907 loss_bbox_2: 0.2077 loss_giou_2: 0.3578 loss_ce_3: 0.3544 loss_bbox_3: 0.2104 loss_giou_3: 0.3482 loss_ce_4: 0.3451 loss_bbox_4: 0.2059 loss_giou_4: 0.3447 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:26] d2.utils.events INFO: eta: 1 day, 2:04:49 iter: 116819 total_loss: 6.229 loss_ce: 0.3396 loss_bbox: 0.1992 loss_giou: 0.3692 loss_ce_0: 0.5405 loss_bbox_0: 0.3345 loss_giou_0: 0.5613 loss_ce_1: 0.431 loss_bbox_1: 0.2374 loss_giou_1: 0.4247 loss_ce_2: 0.3819 loss_bbox_2: 0.2113 loss_giou_2: 0.3909 loss_ce_3: 0.348 loss_bbox_3: 0.2063 loss_giou_3: 0.3773 loss_ce_4: 0.3399 loss_bbox_4: 0.1979 loss_giou_4: 0.3658 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:32] d2.utils.events INFO: eta: 1 day, 2:04:43 iter: 116839 total_loss: 6.077 loss_ce: 0.3301 loss_bbox: 0.1994 loss_giou: 0.3561 loss_ce_0: 0.5435 loss_bbox_0: 0.3394 loss_giou_0: 0.5431 loss_ce_1: 0.4454 loss_bbox_1: 0.2356 loss_giou_1: 0.3911 loss_ce_2: 0.3885 loss_bbox_2: 0.2069 loss_giou_2: 0.3661 loss_ce_3: 0.3441 loss_bbox_3: 0.2073 loss_giou_3: 0.3639 loss_ce_4: 0.3366 loss_bbox_4: 0.2037 loss_giou_4: 0.3557 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:37] d2.utils.events INFO: eta: 1 day, 2:04:37 iter: 116859 total_loss: 6.236 loss_ce: 0.3244 loss_bbox: 0.2071 loss_giou: 0.3519 loss_ce_0: 0.5259 loss_bbox_0: 0.3492 loss_giou_0: 0.5416 loss_ce_1: 0.4424 loss_bbox_1: 0.2528 loss_giou_1: 0.3962 loss_ce_2: 0.3631 loss_bbox_2: 0.2244 loss_giou_2: 0.3695 loss_ce_3: 0.3387 loss_bbox_3: 0.212 loss_giou_3: 0.3615 loss_ce_4: 0.336 loss_bbox_4: 0.2087 loss_giou_4: 0.3528 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:43] d2.utils.events INFO: eta: 1 day, 2:03:57 iter: 116879 total_loss: 6.029 loss_ce: 0.341 loss_bbox: 0.2076 loss_giou: 0.3605 loss_ce_0: 0.5426 loss_bbox_0: 0.3305 loss_giou_0: 0.5681 loss_ce_1: 0.4308 loss_bbox_1: 0.2403 loss_giou_1: 0.4226 loss_ce_2: 0.3724 loss_bbox_2: 0.2181 loss_giou_2: 0.3869 loss_ce_3: 0.3381 loss_bbox_3: 0.209 loss_giou_3: 0.3685 loss_ce_4: 0.3426 loss_bbox_4: 0.2058 loss_giou_4: 0.363 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:49] d2.utils.events INFO: eta: 1 day, 2:03:59 iter: 116899 total_loss: 6.039 loss_ce: 0.3276 loss_bbox: 0.1894 loss_giou: 0.3447 loss_ce_0: 0.5206 loss_bbox_0: 0.3276 loss_giou_0: 0.538 loss_ce_1: 0.427 loss_bbox_1: 0.2377 loss_giou_1: 0.3971 loss_ce_2: 0.3569 loss_bbox_2: 0.2019 loss_giou_2: 0.3613 loss_ce_3: 0.3317 loss_bbox_3: 0.1903 loss_giou_3: 0.345 loss_ce_4: 0.3364 loss_bbox_4: 0.1868 loss_giou_4: 0.3432 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 22:43:54] d2.utils.events INFO: eta: 1 day, 2:04:20 iter: 116919 total_loss: 6.345 loss_ce: 0.3397 loss_bbox: 0.2156 loss_giou: 0.3528 loss_ce_0: 0.5154 loss_bbox_0: 0.3503 loss_giou_0: 0.5301 loss_ce_1: 0.4339 loss_bbox_1: 0.2447 loss_giou_1: 0.4021 loss_ce_2: 0.3731 loss_bbox_2: 0.2322 loss_giou_2: 0.3707 loss_ce_3: 0.3439 loss_bbox_3: 0.2205 loss_giou_3: 0.3625 loss_ce_4: 0.3373 loss_bbox_4: 0.2209 loss_giou_4: 0.3558 time: 0.2803 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:00] d2.utils.events INFO: eta: 1 day, 2:04:15 iter: 116939 total_loss: 6.175 loss_ce: 0.3333 loss_bbox: 0.2028 loss_giou: 0.3606 loss_ce_0: 0.5343 loss_bbox_0: 0.3361 loss_giou_0: 0.5447 loss_ce_1: 0.4461 loss_bbox_1: 0.2355 loss_giou_1: 0.4005 loss_ce_2: 0.3751 loss_bbox_2: 0.2152 loss_giou_2: 0.3685 loss_ce_3: 0.3462 loss_bbox_3: 0.2089 loss_giou_3: 0.3597 loss_ce_4: 0.3373 loss_bbox_4: 0.2053 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:06] d2.utils.events INFO: eta: 1 day, 2:03:41 iter: 116959 total_loss: 5.994 loss_ce: 0.3326 loss_bbox: 0.2059 loss_giou: 0.3338 loss_ce_0: 0.5143 loss_bbox_0: 0.3491 loss_giou_0: 0.5316 loss_ce_1: 0.4139 loss_bbox_1: 0.2431 loss_giou_1: 0.3881 loss_ce_2: 0.3675 loss_bbox_2: 0.213 loss_giou_2: 0.35 loss_ce_3: 0.3343 loss_bbox_3: 0.2073 loss_giou_3: 0.3404 loss_ce_4: 0.3298 loss_bbox_4: 0.2036 loss_giou_4: 0.3392 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:11] d2.utils.events INFO: eta: 1 day, 2:03:18 iter: 116979 total_loss: 6.444 loss_ce: 0.356 loss_bbox: 0.2013 loss_giou: 0.3625 loss_ce_0: 0.5675 loss_bbox_0: 0.3612 loss_giou_0: 0.5382 loss_ce_1: 0.4709 loss_bbox_1: 0.2379 loss_giou_1: 0.3955 loss_ce_2: 0.4002 loss_bbox_2: 0.2191 loss_giou_2: 0.3758 loss_ce_3: 0.3618 loss_bbox_3: 0.2075 loss_giou_3: 0.3704 loss_ce_4: 0.3509 loss_bbox_4: 0.2022 loss_giou_4: 0.3687 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:17] d2.utils.events INFO: eta: 1 day, 2:02:38 iter: 116999 total_loss: 6.332 loss_ce: 0.3312 loss_bbox: 0.2203 loss_giou: 0.3683 loss_ce_0: 0.529 loss_bbox_0: 0.3463 loss_giou_0: 0.5645 loss_ce_1: 0.4365 loss_bbox_1: 0.2463 loss_giou_1: 0.4164 loss_ce_2: 0.3728 loss_bbox_2: 0.2293 loss_giou_2: 0.3889 loss_ce_3: 0.3446 loss_bbox_3: 0.2223 loss_giou_3: 0.3772 loss_ce_4: 0.3358 loss_bbox_4: 0.2192 loss_giou_4: 0.3784 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:23] d2.utils.events INFO: eta: 1 day, 2:01:59 iter: 117019 total_loss: 6.079 loss_ce: 0.3221 loss_bbox: 0.1912 loss_giou: 0.3544 loss_ce_0: 0.5255 loss_bbox_0: 0.3325 loss_giou_0: 0.5366 loss_ce_1: 0.4341 loss_bbox_1: 0.2238 loss_giou_1: 0.3987 loss_ce_2: 0.3581 loss_bbox_2: 0.1995 loss_giou_2: 0.3708 loss_ce_3: 0.3291 loss_bbox_3: 0.1941 loss_giou_3: 0.3632 loss_ce_4: 0.325 loss_bbox_4: 0.1895 loss_giou_4: 0.3563 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:28] d2.utils.events INFO: eta: 1 day, 2:01:51 iter: 117039 total_loss: 6.192 loss_ce: 0.335 loss_bbox: 0.1922 loss_giou: 0.3617 loss_ce_0: 0.5268 loss_bbox_0: 0.3382 loss_giou_0: 0.5679 loss_ce_1: 0.4264 loss_bbox_1: 0.2353 loss_giou_1: 0.4264 loss_ce_2: 0.3738 loss_bbox_2: 0.2023 loss_giou_2: 0.3822 loss_ce_3: 0.3453 loss_bbox_3: 0.1906 loss_giou_3: 0.3679 loss_ce_4: 0.339 loss_bbox_4: 0.1932 loss_giou_4: 0.3636 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:34] d2.utils.events INFO: eta: 1 day, 2:01:21 iter: 117059 total_loss: 6.245 loss_ce: 0.3566 loss_bbox: 0.19 loss_giou: 0.3673 loss_ce_0: 0.5244 loss_bbox_0: 0.341 loss_giou_0: 0.5642 loss_ce_1: 0.4284 loss_bbox_1: 0.2253 loss_giou_1: 0.4154 loss_ce_2: 0.3751 loss_bbox_2: 0.2061 loss_giou_2: 0.3885 loss_ce_3: 0.3564 loss_bbox_3: 0.2054 loss_giou_3: 0.3827 loss_ce_4: 0.3529 loss_bbox_4: 0.1957 loss_giou_4: 0.3736 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:40] d2.utils.events INFO: eta: 1 day, 2:01:04 iter: 117079 total_loss: 6.159 loss_ce: 0.3463 loss_bbox: 0.205 loss_giou: 0.3468 loss_ce_0: 0.5415 loss_bbox_0: 0.3372 loss_giou_0: 0.5406 loss_ce_1: 0.4411 loss_bbox_1: 0.2336 loss_giou_1: 0.3941 loss_ce_2: 0.3698 loss_bbox_2: 0.2144 loss_giou_2: 0.3605 loss_ce_3: 0.3607 loss_bbox_3: 0.2078 loss_giou_3: 0.35 loss_ce_4: 0.3473 loss_bbox_4: 0.2067 loss_giou_4: 0.3491 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:45] d2.utils.events INFO: eta: 1 day, 2:00:58 iter: 117099 total_loss: 6.061 loss_ce: 0.3196 loss_bbox: 0.1946 loss_giou: 0.3545 loss_ce_0: 0.5241 loss_bbox_0: 0.3299 loss_giou_0: 0.5369 loss_ce_1: 0.4196 loss_bbox_1: 0.227 loss_giou_1: 0.3961 loss_ce_2: 0.3522 loss_bbox_2: 0.2051 loss_giou_2: 0.3727 loss_ce_3: 0.3324 loss_bbox_3: 0.1971 loss_giou_3: 0.3568 loss_ce_4: 0.3222 loss_bbox_4: 0.1929 loss_giou_4: 0.3518 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:51] d2.utils.events INFO: eta: 1 day, 2:00:36 iter: 117119 total_loss: 6.256 loss_ce: 0.3426 loss_bbox: 0.2013 loss_giou: 0.3645 loss_ce_0: 0.5473 loss_bbox_0: 0.3501 loss_giou_0: 0.55 loss_ce_1: 0.4358 loss_bbox_1: 0.2401 loss_giou_1: 0.4042 loss_ce_2: 0.3784 loss_bbox_2: 0.2182 loss_giou_2: 0.3758 loss_ce_3: 0.3557 loss_bbox_3: 0.2104 loss_giou_3: 0.3693 loss_ce_4: 0.3425 loss_bbox_4: 0.2011 loss_giou_4: 0.3643 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 22:44:57] d2.utils.events INFO: eta: 1 day, 2:00:47 iter: 117139 total_loss: 5.93 loss_ce: 0.3161 loss_bbox: 0.1761 loss_giou: 0.3472 loss_ce_0: 0.5151 loss_bbox_0: 0.3122 loss_giou_0: 0.5492 loss_ce_1: 0.4204 loss_bbox_1: 0.2134 loss_giou_1: 0.3921 loss_ce_2: 0.3554 loss_bbox_2: 0.1928 loss_giou_2: 0.3683 loss_ce_3: 0.3212 loss_bbox_3: 0.1817 loss_giou_3: 0.3564 loss_ce_4: 0.3174 loss_bbox_4: 0.1801 loss_giou_4: 0.3562 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:45:02] d2.utils.events INFO: eta: 1 day, 2:01:03 iter: 117159 total_loss: 5.906 loss_ce: 0.3162 loss_bbox: 0.192 loss_giou: 0.3385 loss_ce_0: 0.526 loss_bbox_0: 0.3343 loss_giou_0: 0.5169 loss_ce_1: 0.4163 loss_bbox_1: 0.2307 loss_giou_1: 0.3792 loss_ce_2: 0.3355 loss_bbox_2: 0.2052 loss_giou_2: 0.3528 loss_ce_3: 0.3336 loss_bbox_3: 0.2039 loss_giou_3: 0.344 loss_ce_4: 0.3246 loss_bbox_4: 0.1951 loss_giou_4: 0.3422 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 22:45:08] d2.utils.events INFO: eta: 1 day, 2:00:45 iter: 117179 total_loss: 6.116 loss_ce: 0.3424 loss_bbox: 0.1878 loss_giou: 0.3451 loss_ce_0: 0.5412 loss_bbox_0: 0.3249 loss_giou_0: 0.5314 loss_ce_1: 0.4304 loss_bbox_1: 0.2218 loss_giou_1: 0.3937 loss_ce_2: 0.3837 loss_bbox_2: 0.2025 loss_giou_2: 0.3662 loss_ce_3: 0.3503 loss_bbox_3: 0.1926 loss_giou_3: 0.361 loss_ce_4: 0.34 loss_bbox_4: 0.1926 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 22:45:14] d2.utils.events INFO: eta: 1 day, 2:00:39 iter: 117199 total_loss: 6.059 loss_ce: 0.3389 loss_bbox: 0.2197 loss_giou: 0.3612 loss_ce_0: 0.524 loss_bbox_0: 0.3517 loss_giou_0: 0.5496 loss_ce_1: 0.4197 loss_bbox_1: 0.2419 loss_giou_1: 0.4152 loss_ce_2: 0.369 loss_bbox_2: 0.2298 loss_giou_2: 0.3838 loss_ce_3: 0.3397 loss_bbox_3: 0.2223 loss_giou_3: 0.3741 loss_ce_4: 0.3398 loss_bbox_4: 0.2208 loss_giou_4: 0.3721 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 22:45:19] d2.utils.events INFO: eta: 1 day, 2:00:25 iter: 117219 total_loss: 6.324 loss_ce: 0.3515 loss_bbox: 0.1994 loss_giou: 0.3623 loss_ce_0: 0.5491 loss_bbox_0: 0.336 loss_giou_0: 0.5308 loss_ce_1: 0.4412 loss_bbox_1: 0.239 loss_giou_1: 0.4061 loss_ce_2: 0.3866 loss_bbox_2: 0.2184 loss_giou_2: 0.3772 loss_ce_3: 0.3683 loss_bbox_3: 0.2072 loss_giou_3: 0.3733 loss_ce_4: 0.3525 loss_bbox_4: 0.2032 loss_giou_4: 0.3675 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 22:45:25] d2.utils.events INFO: eta: 1 day, 2:00:19 iter: 117239 total_loss: 6.34 loss_ce: 0.3595 loss_bbox: 0.1994 loss_giou: 0.3464 loss_ce_0: 0.5416 loss_bbox_0: 0.35 loss_giou_0: 0.5214 loss_ce_1: 0.4625 loss_bbox_1: 0.2417 loss_giou_1: 0.4033 loss_ce_2: 0.3915 loss_bbox_2: 0.2166 loss_giou_2: 0.3766 loss_ce_3: 0.3663 loss_bbox_3: 0.2128 loss_giou_3: 0.3593 loss_ce_4: 0.3585 loss_bbox_4: 0.2059 loss_giou_4: 0.3569 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:45:31] d2.utils.events INFO: eta: 1 day, 2:00:13 iter: 117259 total_loss: 6.014 loss_ce: 0.3359 loss_bbox: 0.1929 loss_giou: 0.3619 loss_ce_0: 0.5162 loss_bbox_0: 0.327 loss_giou_0: 0.5408 loss_ce_1: 0.4424 loss_bbox_1: 0.2316 loss_giou_1: 0.4089 loss_ce_2: 0.3659 loss_bbox_2: 0.2055 loss_giou_2: 0.3766 loss_ce_3: 0.3437 loss_bbox_3: 0.1987 loss_giou_3: 0.3667 loss_ce_4: 0.3376 loss_bbox_4: 0.1957 loss_giou_4: 0.363 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 22:45:37] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 22:45:37] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 22:45:37] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 22:45:38] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 22:45:38] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 22:45:38] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 22:45:45] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0053 s/iter. Inference: 0.0425 s/iter. Eval: 0.0003 s/iter. Total: 0.0481 s/iter. ETA=0:00:29 [11/02 22:45:50] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0040 s/iter. Inference: 0.0477 s/iter. Eval: 0.0004 s/iter. Total: 0.0522 s/iter. ETA=0:00:27 [11/02 22:45:55] d2.evaluation.evaluator INFO: Inference done 205/625. Dataloading: 0.0033 s/iter. Inference: 0.0478 s/iter. Eval: 0.0005 s/iter. Total: 0.0517 s/iter. ETA=0:00:21 [11/02 22:46:00] d2.evaluation.evaluator INFO: Inference done 302/625. Dataloading: 0.0032 s/iter. Inference: 0.0480 s/iter. Eval: 0.0005 s/iter. Total: 0.0517 s/iter. ETA=0:00:16 [11/02 22:46:05] d2.evaluation.evaluator INFO: Inference done 401/625. Dataloading: 0.0029 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0515 s/iter. ETA=0:00:11 [11/02 22:46:10] d2.evaluation.evaluator INFO: Inference done 498/625. Dataloading: 0.0029 s/iter. Inference: 0.0482 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:06 [11/02 22:46:15] d2.evaluation.evaluator INFO: Inference done 592/625. Dataloading: 0.0028 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:01 [11/02 22:46:17] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.574643 (0.052540 s / iter per device, on 8 devices) [11/02 22:46:17] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048558 s / iter per device, on 8 devices) [11/02 22:46:24] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 22:46:24] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 22:46:26] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 22:46:29] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 22:46:42] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.97 seconds. [11/02 22:46:42] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 22:46:44] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.40 seconds. [11/02 22:46:44] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 39.547 | 58.235 | 42.034 | 22.305 | 42.710 | 55.327 | [11/02 22:46:44] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 51.130 | bicycle | 28.512 | car | 39.066 | | motorcycle | 37.265 | airplane | 64.548 | bus | 63.023 | | train | 62.368 | truck | 35.253 | boat | 22.323 | | traffic light | 25.350 | fire hydrant | 65.926 | stop sign | 62.444 | | parking meter | 42.409 | bench | 23.878 | bird | 36.345 | | cat | 70.379 | dog | 61.760 | horse | 57.845 | | sheep | 48.879 | cow | 56.987 | elephant | 62.858 | | bear | 68.817 | zebra | 63.626 | giraffe | 63.969 | | backpack | 12.356 | umbrella | 34.797 | handbag | 12.545 | | tie | 26.112 | suitcase | 34.878 | frisbee | 68.003 | | skis | 22.913 | snowboard | 37.257 | sports ball | 44.268 | | kite | 44.445 | baseball bat | 28.637 | baseball glove | 36.559 | | skateboard | 52.401 | surfboard | 36.918 | tennis racket | 46.261 | | bottle | 34.072 | wine glass | 28.975 | cup | 38.463 | | fork | 28.778 | knife | 11.810 | spoon | 12.683 | | bowl | 42.042 | banana | 21.909 | apple | 17.741 | | sandwich | 33.194 | orange | 29.193 | broccoli | 17.767 | | carrot | 19.202 | hot dog | 34.372 | pizza | 51.058 | | donut | 44.660 | cake | 32.068 | chair | 23.386 | | couch | 42.630 | potted plant | 23.329 | bed | 46.996 | | dining table | 28.215 | toilet | 59.150 | tv | 54.903 | | laptop | 57.315 | mouse | 57.683 | remote | 25.873 | | keyboard | 50.350 | cell phone | 32.362 | microwave | 56.315 | | oven | 31.151 | toaster | 25.040 | sink | 35.642 | | refrigerator | 54.314 | book | 10.715 | clock | 49.530 | | vase | 37.494 | scissors | 32.256 | teddy bear | 45.479 | | hair drier | 9.704 | toothbrush | 22.627 | | | [11/02 22:46:44] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 22:46:44] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 22:46:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 22:46:44] d2.evaluation.testing INFO: copypaste: 39.5470,58.2350,42.0341,22.3046,42.7103,55.3265 [11/02 22:46:45] d2.utils.events INFO: eta: 1 day, 2:00:11 iter: 117279 total_loss: 6.384 loss_ce: 0.3487 loss_bbox: 0.2063 loss_giou: 0.3695 loss_ce_0: 0.5372 loss_bbox_0: 0.3343 loss_giou_0: 0.5866 loss_ce_1: 0.4394 loss_bbox_1: 0.2329 loss_giou_1: 0.4167 loss_ce_2: 0.3804 loss_bbox_2: 0.2268 loss_giou_2: 0.3955 loss_ce_3: 0.3613 loss_bbox_3: 0.2126 loss_giou_3: 0.3824 loss_ce_4: 0.3476 loss_bbox_4: 0.2111 loss_giou_4: 0.3731 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:46:50] d2.utils.events INFO: eta: 1 day, 1:59:53 iter: 117299 total_loss: 6.264 loss_ce: 0.3306 loss_bbox: 0.192 loss_giou: 0.3491 loss_ce_0: 0.5176 loss_bbox_0: 0.3261 loss_giou_0: 0.5401 loss_ce_1: 0.4217 loss_bbox_1: 0.2246 loss_giou_1: 0.3959 loss_ce_2: 0.3681 loss_bbox_2: 0.2062 loss_giou_2: 0.3677 loss_ce_3: 0.3341 loss_bbox_3: 0.1953 loss_giou_3: 0.3632 loss_ce_4: 0.3316 loss_bbox_4: 0.1976 loss_giou_4: 0.3542 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 22:46:56] d2.utils.events INFO: eta: 1 day, 1:59:47 iter: 117319 total_loss: 5.904 loss_ce: 0.3315 loss_bbox: 0.1786 loss_giou: 0.3425 loss_ce_0: 0.5209 loss_bbox_0: 0.3285 loss_giou_0: 0.5522 loss_ce_1: 0.4249 loss_bbox_1: 0.2148 loss_giou_1: 0.4042 loss_ce_2: 0.3604 loss_bbox_2: 0.1934 loss_giou_2: 0.3597 loss_ce_3: 0.3433 loss_bbox_3: 0.187 loss_giou_3: 0.3451 loss_ce_4: 0.3346 loss_bbox_4: 0.1864 loss_giou_4: 0.3434 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:02] d2.utils.events INFO: eta: 1 day, 1:59:41 iter: 117339 total_loss: 6.222 loss_ce: 0.3368 loss_bbox: 0.2113 loss_giou: 0.3639 loss_ce_0: 0.5375 loss_bbox_0: 0.3391 loss_giou_0: 0.5673 loss_ce_1: 0.4265 loss_bbox_1: 0.2405 loss_giou_1: 0.4052 loss_ce_2: 0.377 loss_bbox_2: 0.2188 loss_giou_2: 0.3787 loss_ce_3: 0.3463 loss_bbox_3: 0.2172 loss_giou_3: 0.3694 loss_ce_4: 0.3406 loss_bbox_4: 0.2118 loss_giou_4: 0.3667 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:07] d2.utils.events INFO: eta: 1 day, 1:59:45 iter: 117359 total_loss: 6.426 loss_ce: 0.3566 loss_bbox: 0.22 loss_giou: 0.3868 loss_ce_0: 0.5306 loss_bbox_0: 0.3615 loss_giou_0: 0.5957 loss_ce_1: 0.4355 loss_bbox_1: 0.2542 loss_giou_1: 0.4391 loss_ce_2: 0.3743 loss_bbox_2: 0.2364 loss_giou_2: 0.4076 loss_ce_3: 0.3496 loss_bbox_3: 0.2303 loss_giou_3: 0.3891 loss_ce_4: 0.3639 loss_bbox_4: 0.2225 loss_giou_4: 0.3859 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:13] d2.utils.events INFO: eta: 1 day, 1:59:25 iter: 117379 total_loss: 6.418 loss_ce: 0.3613 loss_bbox: 0.2101 loss_giou: 0.34 loss_ce_0: 0.5559 loss_bbox_0: 0.3535 loss_giou_0: 0.5265 loss_ce_1: 0.454 loss_bbox_1: 0.2527 loss_giou_1: 0.3984 loss_ce_2: 0.3939 loss_bbox_2: 0.2253 loss_giou_2: 0.3603 loss_ce_3: 0.3711 loss_bbox_3: 0.2188 loss_giou_3: 0.3485 loss_ce_4: 0.3682 loss_bbox_4: 0.2132 loss_giou_4: 0.3426 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:19] d2.utils.events INFO: eta: 1 day, 1:59:10 iter: 117399 total_loss: 6.437 loss_ce: 0.3821 loss_bbox: 0.187 loss_giou: 0.3654 loss_ce_0: 0.553 loss_bbox_0: 0.3314 loss_giou_0: 0.5599 loss_ce_1: 0.4519 loss_bbox_1: 0.2282 loss_giou_1: 0.4168 loss_ce_2: 0.4136 loss_bbox_2: 0.1997 loss_giou_2: 0.3843 loss_ce_3: 0.3889 loss_bbox_3: 0.1992 loss_giou_3: 0.3768 loss_ce_4: 0.3816 loss_bbox_4: 0.1885 loss_giou_4: 0.3662 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:25] d2.utils.events INFO: eta: 1 day, 1:58:49 iter: 117419 total_loss: 6.482 loss_ce: 0.3666 loss_bbox: 0.2055 loss_giou: 0.3782 loss_ce_0: 0.5504 loss_bbox_0: 0.3351 loss_giou_0: 0.5699 loss_ce_1: 0.4585 loss_bbox_1: 0.2348 loss_giou_1: 0.4271 loss_ce_2: 0.4047 loss_bbox_2: 0.2168 loss_giou_2: 0.3846 loss_ce_3: 0.3813 loss_bbox_3: 0.2079 loss_giou_3: 0.3824 loss_ce_4: 0.3684 loss_bbox_4: 0.2073 loss_giou_4: 0.3804 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:30] d2.utils.events INFO: eta: 1 day, 1:58:02 iter: 117439 total_loss: 6.038 loss_ce: 0.3379 loss_bbox: 0.2006 loss_giou: 0.3432 loss_ce_0: 0.5411 loss_bbox_0: 0.3261 loss_giou_0: 0.5494 loss_ce_1: 0.4321 loss_bbox_1: 0.2282 loss_giou_1: 0.3951 loss_ce_2: 0.3711 loss_bbox_2: 0.2118 loss_giou_2: 0.3617 loss_ce_3: 0.3413 loss_bbox_3: 0.2083 loss_giou_3: 0.355 loss_ce_4: 0.3382 loss_bbox_4: 0.203 loss_giou_4: 0.3525 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:36] d2.utils.events INFO: eta: 1 day, 1:57:31 iter: 117459 total_loss: 6.14 loss_ce: 0.3285 loss_bbox: 0.1929 loss_giou: 0.3557 loss_ce_0: 0.5237 loss_bbox_0: 0.3329 loss_giou_0: 0.5539 loss_ce_1: 0.4272 loss_bbox_1: 0.2259 loss_giou_1: 0.3984 loss_ce_2: 0.3586 loss_bbox_2: 0.2068 loss_giou_2: 0.3689 loss_ce_3: 0.3404 loss_bbox_3: 0.196 loss_giou_3: 0.3613 loss_ce_4: 0.3303 loss_bbox_4: 0.1944 loss_giou_4: 0.361 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:42] d2.utils.events INFO: eta: 1 day, 1:57:25 iter: 117479 total_loss: 6.389 loss_ce: 0.3464 loss_bbox: 0.22 loss_giou: 0.3683 loss_ce_0: 0.53 loss_bbox_0: 0.3375 loss_giou_0: 0.5793 loss_ce_1: 0.4427 loss_bbox_1: 0.244 loss_giou_1: 0.4281 loss_ce_2: 0.3777 loss_bbox_2: 0.2217 loss_giou_2: 0.39 loss_ce_3: 0.3493 loss_bbox_3: 0.2256 loss_giou_3: 0.3716 loss_ce_4: 0.346 loss_bbox_4: 0.2191 loss_giou_4: 0.368 time: 0.2803 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:47] d2.utils.events INFO: eta: 1 day, 1:56:44 iter: 117499 total_loss: 6.004 loss_ce: 0.3261 loss_bbox: 0.1848 loss_giou: 0.3503 loss_ce_0: 0.499 loss_bbox_0: 0.3169 loss_giou_0: 0.5524 loss_ce_1: 0.4035 loss_bbox_1: 0.2195 loss_giou_1: 0.4219 loss_ce_2: 0.3408 loss_bbox_2: 0.199 loss_giou_2: 0.3798 loss_ce_3: 0.3269 loss_bbox_3: 0.1897 loss_giou_3: 0.3616 loss_ce_4: 0.3207 loss_bbox_4: 0.1885 loss_giou_4: 0.3522 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:53] d2.utils.events INFO: eta: 1 day, 1:56:17 iter: 117519 total_loss: 6.221 loss_ce: 0.325 loss_bbox: 0.2263 loss_giou: 0.3716 loss_ce_0: 0.5201 loss_bbox_0: 0.3576 loss_giou_0: 0.5639 loss_ce_1: 0.4256 loss_bbox_1: 0.2621 loss_giou_1: 0.4194 loss_ce_2: 0.3619 loss_bbox_2: 0.2463 loss_giou_2: 0.3913 loss_ce_3: 0.3412 loss_bbox_3: 0.2376 loss_giou_3: 0.3804 loss_ce_4: 0.3341 loss_bbox_4: 0.2302 loss_giou_4: 0.3705 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:47:59] d2.utils.events INFO: eta: 1 day, 1:56:17 iter: 117539 total_loss: 5.947 loss_ce: 0.3316 loss_bbox: 0.1977 loss_giou: 0.346 loss_ce_0: 0.525 loss_bbox_0: 0.3288 loss_giou_0: 0.5484 loss_ce_1: 0.4151 loss_bbox_1: 0.2394 loss_giou_1: 0.3973 loss_ce_2: 0.3626 loss_bbox_2: 0.2071 loss_giou_2: 0.3674 loss_ce_3: 0.3297 loss_bbox_3: 0.2123 loss_giou_3: 0.3597 loss_ce_4: 0.3298 loss_bbox_4: 0.1988 loss_giou_4: 0.3482 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:05] d2.utils.events INFO: eta: 1 day, 1:56:06 iter: 117559 total_loss: 6.136 loss_ce: 0.322 loss_bbox: 0.2032 loss_giou: 0.3665 loss_ce_0: 0.523 loss_bbox_0: 0.3359 loss_giou_0: 0.5561 loss_ce_1: 0.4208 loss_bbox_1: 0.2342 loss_giou_1: 0.4113 loss_ce_2: 0.3493 loss_bbox_2: 0.2133 loss_giou_2: 0.3842 loss_ce_3: 0.3335 loss_bbox_3: 0.2082 loss_giou_3: 0.3796 loss_ce_4: 0.3266 loss_bbox_4: 0.2032 loss_giou_4: 0.3651 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:10] d2.utils.events INFO: eta: 1 day, 1:55:42 iter: 117579 total_loss: 6.279 loss_ce: 0.3545 loss_bbox: 0.2108 loss_giou: 0.3786 loss_ce_0: 0.54 loss_bbox_0: 0.3405 loss_giou_0: 0.5471 loss_ce_1: 0.4434 loss_bbox_1: 0.2425 loss_giou_1: 0.4283 loss_ce_2: 0.3689 loss_bbox_2: 0.2176 loss_giou_2: 0.3969 loss_ce_3: 0.3572 loss_bbox_3: 0.2123 loss_giou_3: 0.3809 loss_ce_4: 0.354 loss_bbox_4: 0.2219 loss_giou_4: 0.3788 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:16] d2.utils.events INFO: eta: 1 day, 1:55:51 iter: 117599 total_loss: 6.051 loss_ce: 0.337 loss_bbox: 0.2161 loss_giou: 0.3496 loss_ce_0: 0.5262 loss_bbox_0: 0.3368 loss_giou_0: 0.5217 loss_ce_1: 0.4303 loss_bbox_1: 0.2451 loss_giou_1: 0.3996 loss_ce_2: 0.3541 loss_bbox_2: 0.2266 loss_giou_2: 0.363 loss_ce_3: 0.3444 loss_bbox_3: 0.2229 loss_giou_3: 0.3535 loss_ce_4: 0.3366 loss_bbox_4: 0.2137 loss_giou_4: 0.349 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:22] d2.utils.events INFO: eta: 1 day, 1:55:54 iter: 117619 total_loss: 6.256 loss_ce: 0.3456 loss_bbox: 0.1991 loss_giou: 0.3596 loss_ce_0: 0.5473 loss_bbox_0: 0.3337 loss_giou_0: 0.5369 loss_ce_1: 0.4511 loss_bbox_1: 0.2346 loss_giou_1: 0.408 loss_ce_2: 0.381 loss_bbox_2: 0.2134 loss_giou_2: 0.3804 loss_ce_3: 0.3535 loss_bbox_3: 0.2056 loss_giou_3: 0.3634 loss_ce_4: 0.3432 loss_bbox_4: 0.2006 loss_giou_4: 0.3587 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:27] d2.utils.events INFO: eta: 1 day, 1:55:43 iter: 117639 total_loss: 6.082 loss_ce: 0.344 loss_bbox: 0.184 loss_giou: 0.3593 loss_ce_0: 0.5229 loss_bbox_0: 0.3114 loss_giou_0: 0.5403 loss_ce_1: 0.4226 loss_bbox_1: 0.2277 loss_giou_1: 0.4058 loss_ce_2: 0.381 loss_bbox_2: 0.1996 loss_giou_2: 0.3698 loss_ce_3: 0.3516 loss_bbox_3: 0.1945 loss_giou_3: 0.3689 loss_ce_4: 0.3408 loss_bbox_4: 0.1876 loss_giou_4: 0.3654 time: 0.2803 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:33] d2.utils.events INFO: eta: 1 day, 1:56:13 iter: 117659 total_loss: 6.303 loss_ce: 0.3492 loss_bbox: 0.2006 loss_giou: 0.3626 loss_ce_0: 0.5365 loss_bbox_0: 0.35 loss_giou_0: 0.5272 loss_ce_1: 0.4314 loss_bbox_1: 0.2432 loss_giou_1: 0.4066 loss_ce_2: 0.3845 loss_bbox_2: 0.218 loss_giou_2: 0.3708 loss_ce_3: 0.3591 loss_bbox_3: 0.2047 loss_giou_3: 0.3682 loss_ce_4: 0.3519 loss_bbox_4: 0.2028 loss_giou_4: 0.3624 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:39] d2.utils.events INFO: eta: 1 day, 1:56:07 iter: 117679 total_loss: 6.002 loss_ce: 0.3234 loss_bbox: 0.1808 loss_giou: 0.3565 loss_ce_0: 0.5177 loss_bbox_0: 0.3132 loss_giou_0: 0.5389 loss_ce_1: 0.4106 loss_bbox_1: 0.2072 loss_giou_1: 0.3982 loss_ce_2: 0.3627 loss_bbox_2: 0.1921 loss_giou_2: 0.3738 loss_ce_3: 0.3382 loss_bbox_3: 0.1889 loss_giou_3: 0.3614 loss_ce_4: 0.3223 loss_bbox_4: 0.1814 loss_giou_4: 0.3556 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:44] d2.utils.events INFO: eta: 1 day, 1:55:32 iter: 117699 total_loss: 5.932 loss_ce: 0.3214 loss_bbox: 0.1892 loss_giou: 0.3536 loss_ce_0: 0.5081 loss_bbox_0: 0.327 loss_giou_0: 0.542 loss_ce_1: 0.4126 loss_bbox_1: 0.2241 loss_giou_1: 0.4047 loss_ce_2: 0.3474 loss_bbox_2: 0.2027 loss_giou_2: 0.3768 loss_ce_3: 0.3228 loss_bbox_3: 0.1969 loss_giou_3: 0.3597 loss_ce_4: 0.31 loss_bbox_4: 0.194 loss_giou_4: 0.3555 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:50] d2.utils.events INFO: eta: 1 day, 1:55:26 iter: 117719 total_loss: 6.212 loss_ce: 0.3187 loss_bbox: 0.2103 loss_giou: 0.3607 loss_ce_0: 0.5261 loss_bbox_0: 0.349 loss_giou_0: 0.5626 loss_ce_1: 0.4153 loss_bbox_1: 0.2445 loss_giou_1: 0.4111 loss_ce_2: 0.3457 loss_bbox_2: 0.2213 loss_giou_2: 0.3756 loss_ce_3: 0.3272 loss_bbox_3: 0.2163 loss_giou_3: 0.3699 loss_ce_4: 0.3153 loss_bbox_4: 0.2114 loss_giou_4: 0.3644 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 22:48:56] d2.utils.events INFO: eta: 1 day, 1:55:35 iter: 117739 total_loss: 6.103 loss_ce: 0.3206 loss_bbox: 0.1886 loss_giou: 0.3549 loss_ce_0: 0.5253 loss_bbox_0: 0.345 loss_giou_0: 0.5441 loss_ce_1: 0.42 loss_bbox_1: 0.2369 loss_giou_1: 0.3942 loss_ce_2: 0.3591 loss_bbox_2: 0.2091 loss_giou_2: 0.3714 loss_ce_3: 0.3266 loss_bbox_3: 0.2027 loss_giou_3: 0.3617 loss_ce_4: 0.3196 loss_bbox_4: 0.1972 loss_giou_4: 0.3574 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:02] d2.utils.events INFO: eta: 1 day, 1:55:46 iter: 117759 total_loss: 6.027 loss_ce: 0.3064 loss_bbox: 0.2061 loss_giou: 0.3379 loss_ce_0: 0.5144 loss_bbox_0: 0.34 loss_giou_0: 0.5337 loss_ce_1: 0.4078 loss_bbox_1: 0.2449 loss_giou_1: 0.3927 loss_ce_2: 0.3501 loss_bbox_2: 0.2186 loss_giou_2: 0.3635 loss_ce_3: 0.318 loss_bbox_3: 0.2118 loss_giou_3: 0.3453 loss_ce_4: 0.3179 loss_bbox_4: 0.2102 loss_giou_4: 0.3379 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:07] d2.utils.events INFO: eta: 1 day, 1:55:40 iter: 117779 total_loss: 6.357 loss_ce: 0.3359 loss_bbox: 0.2087 loss_giou: 0.3678 loss_ce_0: 0.5303 loss_bbox_0: 0.3498 loss_giou_0: 0.5597 loss_ce_1: 0.4397 loss_bbox_1: 0.2416 loss_giou_1: 0.4157 loss_ce_2: 0.3785 loss_bbox_2: 0.222 loss_giou_2: 0.388 loss_ce_3: 0.341 loss_bbox_3: 0.2095 loss_giou_3: 0.3763 loss_ce_4: 0.3401 loss_bbox_4: 0.2109 loss_giou_4: 0.3727 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:13] d2.utils.events INFO: eta: 1 day, 1:55:39 iter: 117799 total_loss: 6.434 loss_ce: 0.368 loss_bbox: 0.2149 loss_giou: 0.3841 loss_ce_0: 0.5454 loss_bbox_0: 0.3584 loss_giou_0: 0.5886 loss_ce_1: 0.4526 loss_bbox_1: 0.2462 loss_giou_1: 0.4325 loss_ce_2: 0.3998 loss_bbox_2: 0.2239 loss_giou_2: 0.4038 loss_ce_3: 0.3687 loss_bbox_3: 0.2202 loss_giou_3: 0.3924 loss_ce_4: 0.3649 loss_bbox_4: 0.2158 loss_giou_4: 0.388 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:19] d2.utils.events INFO: eta: 1 day, 1:55:07 iter: 117819 total_loss: 6.252 loss_ce: 0.3207 loss_bbox: 0.1867 loss_giou: 0.353 loss_ce_0: 0.5278 loss_bbox_0: 0.3354 loss_giou_0: 0.5451 loss_ce_1: 0.4297 loss_bbox_1: 0.2341 loss_giou_1: 0.4043 loss_ce_2: 0.3595 loss_bbox_2: 0.2024 loss_giou_2: 0.3762 loss_ce_3: 0.3368 loss_bbox_3: 0.1934 loss_giou_3: 0.3644 loss_ce_4: 0.3125 loss_bbox_4: 0.1877 loss_giou_4: 0.3556 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:25] d2.utils.events INFO: eta: 1 day, 1:55:23 iter: 117839 total_loss: 6.172 loss_ce: 0.3263 loss_bbox: 0.1945 loss_giou: 0.3628 loss_ce_0: 0.5181 loss_bbox_0: 0.3228 loss_giou_0: 0.5624 loss_ce_1: 0.4258 loss_bbox_1: 0.226 loss_giou_1: 0.4161 loss_ce_2: 0.3661 loss_bbox_2: 0.2053 loss_giou_2: 0.3787 loss_ce_3: 0.3375 loss_bbox_3: 0.2021 loss_giou_3: 0.3719 loss_ce_4: 0.3349 loss_bbox_4: 0.1971 loss_giou_4: 0.3653 time: 0.2803 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:30] d2.utils.events INFO: eta: 1 day, 1:55:22 iter: 117859 total_loss: 5.826 loss_ce: 0.3123 loss_bbox: 0.1909 loss_giou: 0.3412 loss_ce_0: 0.5004 loss_bbox_0: 0.3227 loss_giou_0: 0.5396 loss_ce_1: 0.3931 loss_bbox_1: 0.2174 loss_giou_1: 0.3882 loss_ce_2: 0.3464 loss_bbox_2: 0.2006 loss_giou_2: 0.3639 loss_ce_3: 0.3245 loss_bbox_3: 0.1933 loss_giou_3: 0.3471 loss_ce_4: 0.3162 loss_bbox_4: 0.1914 loss_giou_4: 0.3462 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:36] d2.utils.events INFO: eta: 1 day, 1:55:21 iter: 117879 total_loss: 6.075 loss_ce: 0.3391 loss_bbox: 0.2072 loss_giou: 0.3419 loss_ce_0: 0.5343 loss_bbox_0: 0.3342 loss_giou_0: 0.5187 loss_ce_1: 0.4239 loss_bbox_1: 0.2394 loss_giou_1: 0.3939 loss_ce_2: 0.3673 loss_bbox_2: 0.2249 loss_giou_2: 0.3602 loss_ce_3: 0.3438 loss_bbox_3: 0.2145 loss_giou_3: 0.3517 loss_ce_4: 0.3345 loss_bbox_4: 0.2092 loss_giou_4: 0.3464 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:42] d2.utils.events INFO: eta: 1 day, 1:55:34 iter: 117899 total_loss: 6.25 loss_ce: 0.3444 loss_bbox: 0.2029 loss_giou: 0.3631 loss_ce_0: 0.5394 loss_bbox_0: 0.3343 loss_giou_0: 0.551 loss_ce_1: 0.4413 loss_bbox_1: 0.2401 loss_giou_1: 0.412 loss_ce_2: 0.3831 loss_bbox_2: 0.2192 loss_giou_2: 0.3804 loss_ce_3: 0.3532 loss_bbox_3: 0.2017 loss_giou_3: 0.3681 loss_ce_4: 0.3433 loss_bbox_4: 0.2022 loss_giou_4: 0.3645 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:47] d2.utils.events INFO: eta: 1 day, 1:55:18 iter: 117919 total_loss: 6.24 loss_ce: 0.3411 loss_bbox: 0.2177 loss_giou: 0.3443 loss_ce_0: 0.5309 loss_bbox_0: 0.3427 loss_giou_0: 0.5198 loss_ce_1: 0.4444 loss_bbox_1: 0.2436 loss_giou_1: 0.3858 loss_ce_2: 0.3713 loss_bbox_2: 0.2308 loss_giou_2: 0.3578 loss_ce_3: 0.3476 loss_bbox_3: 0.2246 loss_giou_3: 0.3441 loss_ce_4: 0.3373 loss_bbox_4: 0.2218 loss_giou_4: 0.3424 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:53] d2.utils.events INFO: eta: 1 day, 1:55:03 iter: 117939 total_loss: 6.069 loss_ce: 0.3412 loss_bbox: 0.2003 loss_giou: 0.3573 loss_ce_0: 0.5378 loss_bbox_0: 0.3337 loss_giou_0: 0.5544 loss_ce_1: 0.4359 loss_bbox_1: 0.2306 loss_giou_1: 0.4063 loss_ce_2: 0.3766 loss_bbox_2: 0.2156 loss_giou_2: 0.3683 loss_ce_3: 0.3597 loss_bbox_3: 0.2029 loss_giou_3: 0.3606 loss_ce_4: 0.3404 loss_bbox_4: 0.1981 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 22:49:59] d2.utils.events INFO: eta: 1 day, 1:55:07 iter: 117959 total_loss: 6.096 loss_ce: 0.3185 loss_bbox: 0.2046 loss_giou: 0.3635 loss_ce_0: 0.5223 loss_bbox_0: 0.319 loss_giou_0: 0.5596 loss_ce_1: 0.4076 loss_bbox_1: 0.2351 loss_giou_1: 0.4137 loss_ce_2: 0.3464 loss_bbox_2: 0.218 loss_giou_2: 0.3838 loss_ce_3: 0.3327 loss_bbox_3: 0.2087 loss_giou_3: 0.3732 loss_ce_4: 0.3191 loss_bbox_4: 0.2089 loss_giou_4: 0.3616 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:04] d2.utils.events INFO: eta: 1 day, 1:55:05 iter: 117979 total_loss: 6.258 loss_ce: 0.3513 loss_bbox: 0.1993 loss_giou: 0.3497 loss_ce_0: 0.5448 loss_bbox_0: 0.3312 loss_giou_0: 0.5217 loss_ce_1: 0.4494 loss_bbox_1: 0.2376 loss_giou_1: 0.4044 loss_ce_2: 0.3873 loss_bbox_2: 0.2137 loss_giou_2: 0.3737 loss_ce_3: 0.3616 loss_bbox_3: 0.2024 loss_giou_3: 0.3569 loss_ce_4: 0.355 loss_bbox_4: 0.1986 loss_giou_4: 0.3554 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:10] d2.utils.events INFO: eta: 1 day, 1:55:52 iter: 117999 total_loss: 6.284 loss_ce: 0.3422 loss_bbox: 0.1962 loss_giou: 0.3503 loss_ce_0: 0.544 loss_bbox_0: 0.3546 loss_giou_0: 0.5562 loss_ce_1: 0.4417 loss_bbox_1: 0.2348 loss_giou_1: 0.4005 loss_ce_2: 0.3724 loss_bbox_2: 0.2212 loss_giou_2: 0.3648 loss_ce_3: 0.3473 loss_bbox_3: 0.2093 loss_giou_3: 0.3517 loss_ce_4: 0.343 loss_bbox_4: 0.1996 loss_giou_4: 0.3512 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:16] d2.utils.events INFO: eta: 1 day, 1:56:16 iter: 118019 total_loss: 6.195 loss_ce: 0.3315 loss_bbox: 0.2054 loss_giou: 0.3604 loss_ce_0: 0.5376 loss_bbox_0: 0.3428 loss_giou_0: 0.5598 loss_ce_1: 0.4172 loss_bbox_1: 0.234 loss_giou_1: 0.4188 loss_ce_2: 0.345 loss_bbox_2: 0.2113 loss_giou_2: 0.3835 loss_ce_3: 0.3367 loss_bbox_3: 0.2051 loss_giou_3: 0.3722 loss_ce_4: 0.3327 loss_bbox_4: 0.2005 loss_giou_4: 0.3623 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:22] d2.utils.events INFO: eta: 1 day, 1:56:15 iter: 118039 total_loss: 6.027 loss_ce: 0.3184 loss_bbox: 0.188 loss_giou: 0.3449 loss_ce_0: 0.5144 loss_bbox_0: 0.3241 loss_giou_0: 0.5227 loss_ce_1: 0.393 loss_bbox_1: 0.2282 loss_giou_1: 0.3921 loss_ce_2: 0.3405 loss_bbox_2: 0.2015 loss_giou_2: 0.3571 loss_ce_3: 0.3215 loss_bbox_3: 0.1982 loss_giou_3: 0.3466 loss_ce_4: 0.3223 loss_bbox_4: 0.1896 loss_giou_4: 0.3442 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:27] d2.utils.events INFO: eta: 1 day, 1:56:17 iter: 118059 total_loss: 6.292 loss_ce: 0.3416 loss_bbox: 0.1946 loss_giou: 0.3738 loss_ce_0: 0.5176 loss_bbox_0: 0.346 loss_giou_0: 0.5695 loss_ce_1: 0.4206 loss_bbox_1: 0.2313 loss_giou_1: 0.4288 loss_ce_2: 0.3714 loss_bbox_2: 0.2116 loss_giou_2: 0.3966 loss_ce_3: 0.3498 loss_bbox_3: 0.1998 loss_giou_3: 0.3804 loss_ce_4: 0.3391 loss_bbox_4: 0.1976 loss_giou_4: 0.3731 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:33] d2.utils.events INFO: eta: 1 day, 1:56:31 iter: 118079 total_loss: 6.144 loss_ce: 0.3324 loss_bbox: 0.2003 loss_giou: 0.3562 loss_ce_0: 0.5262 loss_bbox_0: 0.3347 loss_giou_0: 0.546 loss_ce_1: 0.4221 loss_bbox_1: 0.2308 loss_giou_1: 0.4033 loss_ce_2: 0.364 loss_bbox_2: 0.2199 loss_giou_2: 0.3731 loss_ce_3: 0.3341 loss_bbox_3: 0.2074 loss_giou_3: 0.3664 loss_ce_4: 0.3299 loss_bbox_4: 0.2011 loss_giou_4: 0.3596 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:39] d2.utils.events INFO: eta: 1 day, 1:56:32 iter: 118099 total_loss: 6.224 loss_ce: 0.3409 loss_bbox: 0.2006 loss_giou: 0.3562 loss_ce_0: 0.5272 loss_bbox_0: 0.3298 loss_giou_0: 0.5653 loss_ce_1: 0.4221 loss_bbox_1: 0.2317 loss_giou_1: 0.3939 loss_ce_2: 0.3694 loss_bbox_2: 0.2157 loss_giou_2: 0.366 loss_ce_3: 0.3479 loss_bbox_3: 0.2076 loss_giou_3: 0.3685 loss_ce_4: 0.3431 loss_bbox_4: 0.1998 loss_giou_4: 0.3554 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:44] d2.utils.events INFO: eta: 1 day, 1:56:37 iter: 118119 total_loss: 5.989 loss_ce: 0.3371 loss_bbox: 0.2014 loss_giou: 0.3471 loss_ce_0: 0.5249 loss_bbox_0: 0.3226 loss_giou_0: 0.5265 loss_ce_1: 0.424 loss_bbox_1: 0.2367 loss_giou_1: 0.4007 loss_ce_2: 0.3615 loss_bbox_2: 0.215 loss_giou_2: 0.3642 loss_ce_3: 0.3369 loss_bbox_3: 0.2114 loss_giou_3: 0.3535 loss_ce_4: 0.343 loss_bbox_4: 0.2028 loss_giou_4: 0.3491 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:50] d2.utils.events INFO: eta: 1 day, 1:55:55 iter: 118139 total_loss: 6.016 loss_ce: 0.3259 loss_bbox: 0.1983 loss_giou: 0.3446 loss_ce_0: 0.5265 loss_bbox_0: 0.3242 loss_giou_0: 0.5262 loss_ce_1: 0.4233 loss_bbox_1: 0.2281 loss_giou_1: 0.396 loss_ce_2: 0.3622 loss_bbox_2: 0.2045 loss_giou_2: 0.3639 loss_ce_3: 0.3351 loss_bbox_3: 0.2037 loss_giou_3: 0.3572 loss_ce_4: 0.3253 loss_bbox_4: 0.2001 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 22:50:56] d2.utils.events INFO: eta: 1 day, 1:55:49 iter: 118159 total_loss: 6.254 loss_ce: 0.3407 loss_bbox: 0.2016 loss_giou: 0.3465 loss_ce_0: 0.546 loss_bbox_0: 0.3423 loss_giou_0: 0.5267 loss_ce_1: 0.4343 loss_bbox_1: 0.2382 loss_giou_1: 0.3882 loss_ce_2: 0.3819 loss_bbox_2: 0.2194 loss_giou_2: 0.3632 loss_ce_3: 0.3543 loss_bbox_3: 0.2101 loss_giou_3: 0.3581 loss_ce_4: 0.3515 loss_bbox_4: 0.2029 loss_giou_4: 0.3485 time: 0.2803 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:01] d2.utils.events INFO: eta: 1 day, 1:55:40 iter: 118179 total_loss: 6.088 loss_ce: 0.3281 loss_bbox: 0.1902 loss_giou: 0.3584 loss_ce_0: 0.5268 loss_bbox_0: 0.3361 loss_giou_0: 0.5484 loss_ce_1: 0.4268 loss_bbox_1: 0.2262 loss_giou_1: 0.3958 loss_ce_2: 0.3674 loss_bbox_2: 0.2002 loss_giou_2: 0.3742 loss_ce_3: 0.3361 loss_bbox_3: 0.1949 loss_giou_3: 0.3682 loss_ce_4: 0.3302 loss_bbox_4: 0.1902 loss_giou_4: 0.3626 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:07] d2.utils.events INFO: eta: 1 day, 1:55:42 iter: 118199 total_loss: 6.31 loss_ce: 0.3435 loss_bbox: 0.2144 loss_giou: 0.3655 loss_ce_0: 0.5233 loss_bbox_0: 0.3508 loss_giou_0: 0.534 loss_ce_1: 0.4281 loss_bbox_1: 0.2489 loss_giou_1: 0.4118 loss_ce_2: 0.3922 loss_bbox_2: 0.2249 loss_giou_2: 0.3863 loss_ce_3: 0.3585 loss_bbox_3: 0.2221 loss_giou_3: 0.374 loss_ce_4: 0.3512 loss_bbox_4: 0.2129 loss_giou_4: 0.3674 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:13] d2.utils.events INFO: eta: 1 day, 1:56:09 iter: 118219 total_loss: 6.115 loss_ce: 0.326 loss_bbox: 0.201 loss_giou: 0.3655 loss_ce_0: 0.4974 loss_bbox_0: 0.3224 loss_giou_0: 0.5617 loss_ce_1: 0.4147 loss_bbox_1: 0.22 loss_giou_1: 0.4037 loss_ce_2: 0.3692 loss_bbox_2: 0.2083 loss_giou_2: 0.3782 loss_ce_3: 0.3383 loss_bbox_3: 0.2036 loss_giou_3: 0.372 loss_ce_4: 0.3216 loss_bbox_4: 0.2039 loss_giou_4: 0.3662 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:18] d2.utils.events INFO: eta: 1 day, 1:55:53 iter: 118239 total_loss: 5.905 loss_ce: 0.3055 loss_bbox: 0.1935 loss_giou: 0.3419 loss_ce_0: 0.5071 loss_bbox_0: 0.3447 loss_giou_0: 0.5487 loss_ce_1: 0.3946 loss_bbox_1: 0.2315 loss_giou_1: 0.3805 loss_ce_2: 0.3417 loss_bbox_2: 0.212 loss_giou_2: 0.3481 loss_ce_3: 0.3148 loss_bbox_3: 0.2032 loss_giou_3: 0.3464 loss_ce_4: 0.307 loss_bbox_4: 0.1983 loss_giou_4: 0.3433 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:24] d2.utils.events INFO: eta: 1 day, 1:55:28 iter: 118259 total_loss: 5.964 loss_ce: 0.3013 loss_bbox: 0.1967 loss_giou: 0.3577 loss_ce_0: 0.5207 loss_bbox_0: 0.3276 loss_giou_0: 0.5305 loss_ce_1: 0.4191 loss_bbox_1: 0.226 loss_giou_1: 0.3966 loss_ce_2: 0.345 loss_bbox_2: 0.2037 loss_giou_2: 0.3646 loss_ce_3: 0.3196 loss_bbox_3: 0.1996 loss_giou_3: 0.3579 loss_ce_4: 0.3054 loss_bbox_4: 0.2002 loss_giou_4: 0.3556 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:30] d2.utils.events INFO: eta: 1 day, 1:55:07 iter: 118279 total_loss: 5.958 loss_ce: 0.3265 loss_bbox: 0.195 loss_giou: 0.3342 loss_ce_0: 0.5325 loss_bbox_0: 0.3334 loss_giou_0: 0.5265 loss_ce_1: 0.4368 loss_bbox_1: 0.2272 loss_giou_1: 0.3866 loss_ce_2: 0.373 loss_bbox_2: 0.2051 loss_giou_2: 0.3521 loss_ce_3: 0.332 loss_bbox_3: 0.1992 loss_giou_3: 0.3466 loss_ce_4: 0.3239 loss_bbox_4: 0.1954 loss_giou_4: 0.3385 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:36] d2.utils.events INFO: eta: 1 day, 1:55:10 iter: 118299 total_loss: 5.762 loss_ce: 0.3282 loss_bbox: 0.1954 loss_giou: 0.3373 loss_ce_0: 0.5309 loss_bbox_0: 0.3331 loss_giou_0: 0.5162 loss_ce_1: 0.4363 loss_bbox_1: 0.2313 loss_giou_1: 0.3775 loss_ce_2: 0.3633 loss_bbox_2: 0.2094 loss_giou_2: 0.3567 loss_ce_3: 0.3347 loss_bbox_3: 0.1999 loss_giou_3: 0.3415 loss_ce_4: 0.3301 loss_bbox_4: 0.1978 loss_giou_4: 0.338 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:41] d2.utils.events INFO: eta: 1 day, 1:55:11 iter: 118319 total_loss: 6.204 loss_ce: 0.3338 loss_bbox: 0.1938 loss_giou: 0.3521 loss_ce_0: 0.5457 loss_bbox_0: 0.3433 loss_giou_0: 0.5417 loss_ce_1: 0.4356 loss_bbox_1: 0.2326 loss_giou_1: 0.4144 loss_ce_2: 0.3823 loss_bbox_2: 0.2057 loss_giou_2: 0.3699 loss_ce_3: 0.3496 loss_bbox_3: 0.1991 loss_giou_3: 0.3617 loss_ce_4: 0.3363 loss_bbox_4: 0.1951 loss_giou_4: 0.3587 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:47] d2.utils.events INFO: eta: 1 day, 1:54:59 iter: 118339 total_loss: 6.296 loss_ce: 0.3465 loss_bbox: 0.1936 loss_giou: 0.3672 loss_ce_0: 0.5362 loss_bbox_0: 0.3321 loss_giou_0: 0.5545 loss_ce_1: 0.4363 loss_bbox_1: 0.2375 loss_giou_1: 0.4181 loss_ce_2: 0.3834 loss_bbox_2: 0.2129 loss_giou_2: 0.3875 loss_ce_3: 0.3553 loss_bbox_3: 0.1978 loss_giou_3: 0.3763 loss_ce_4: 0.3496 loss_bbox_4: 0.1928 loss_giou_4: 0.3705 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:53] d2.utils.events INFO: eta: 1 day, 1:54:45 iter: 118359 total_loss: 6.228 loss_ce: 0.3203 loss_bbox: 0.1983 loss_giou: 0.3826 loss_ce_0: 0.5153 loss_bbox_0: 0.324 loss_giou_0: 0.5606 loss_ce_1: 0.4136 loss_bbox_1: 0.2322 loss_giou_1: 0.4289 loss_ce_2: 0.3509 loss_bbox_2: 0.2081 loss_giou_2: 0.396 loss_ce_3: 0.3263 loss_bbox_3: 0.2012 loss_giou_3: 0.383 loss_ce_4: 0.3197 loss_bbox_4: 0.2006 loss_giou_4: 0.3813 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:51:58] d2.utils.events INFO: eta: 1 day, 1:54:48 iter: 118379 total_loss: 5.994 loss_ce: 0.3334 loss_bbox: 0.1899 loss_giou: 0.3221 loss_ce_0: 0.5166 loss_bbox_0: 0.3475 loss_giou_0: 0.5095 loss_ce_1: 0.4187 loss_bbox_1: 0.2346 loss_giou_1: 0.3717 loss_ce_2: 0.3638 loss_bbox_2: 0.2043 loss_giou_2: 0.3372 loss_ce_3: 0.3308 loss_bbox_3: 0.1953 loss_giou_3: 0.3264 loss_ce_4: 0.3325 loss_bbox_4: 0.1935 loss_giou_4: 0.3255 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:04] d2.utils.events INFO: eta: 1 day, 1:54:31 iter: 118399 total_loss: 6.402 loss_ce: 0.3468 loss_bbox: 0.213 loss_giou: 0.3689 loss_ce_0: 0.5559 loss_bbox_0: 0.3663 loss_giou_0: 0.5647 loss_ce_1: 0.4328 loss_bbox_1: 0.255 loss_giou_1: 0.4237 loss_ce_2: 0.3752 loss_bbox_2: 0.231 loss_giou_2: 0.3843 loss_ce_3: 0.3553 loss_bbox_3: 0.2262 loss_giou_3: 0.3827 loss_ce_4: 0.3394 loss_bbox_4: 0.2177 loss_giou_4: 0.3759 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:10] d2.utils.events INFO: eta: 1 day, 1:54:33 iter: 118419 total_loss: 6.116 loss_ce: 0.3369 loss_bbox: 0.2047 loss_giou: 0.3828 loss_ce_0: 0.5083 loss_bbox_0: 0.3276 loss_giou_0: 0.5654 loss_ce_1: 0.4185 loss_bbox_1: 0.2262 loss_giou_1: 0.4287 loss_ce_2: 0.3694 loss_bbox_2: 0.2176 loss_giou_2: 0.4037 loss_ce_3: 0.3431 loss_bbox_3: 0.2064 loss_giou_3: 0.387 loss_ce_4: 0.3378 loss_bbox_4: 0.2049 loss_giou_4: 0.3848 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:15] d2.utils.events INFO: eta: 1 day, 1:54:28 iter: 118439 total_loss: 5.92 loss_ce: 0.322 loss_bbox: 0.1989 loss_giou: 0.3321 loss_ce_0: 0.5156 loss_bbox_0: 0.3268 loss_giou_0: 0.5251 loss_ce_1: 0.4307 loss_bbox_1: 0.2399 loss_giou_1: 0.3757 loss_ce_2: 0.3726 loss_bbox_2: 0.2127 loss_giou_2: 0.3518 loss_ce_3: 0.3314 loss_bbox_3: 0.2064 loss_giou_3: 0.3418 loss_ce_4: 0.3095 loss_bbox_4: 0.2046 loss_giou_4: 0.3356 time: 0.2803 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:21] d2.utils.events INFO: eta: 1 day, 1:54:22 iter: 118459 total_loss: 6.112 loss_ce: 0.3283 loss_bbox: 0.187 loss_giou: 0.3455 loss_ce_0: 0.5327 loss_bbox_0: 0.3275 loss_giou_0: 0.5535 loss_ce_1: 0.4201 loss_bbox_1: 0.2122 loss_giou_1: 0.4022 loss_ce_2: 0.3567 loss_bbox_2: 0.1958 loss_giou_2: 0.3607 loss_ce_3: 0.3278 loss_bbox_3: 0.1889 loss_giou_3: 0.3534 loss_ce_4: 0.321 loss_bbox_4: 0.1883 loss_giou_4: 0.3506 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:27] d2.utils.events INFO: eta: 1 day, 1:54:07 iter: 118479 total_loss: 5.73 loss_ce: 0.3043 loss_bbox: 0.1818 loss_giou: 0.3325 loss_ce_0: 0.5038 loss_bbox_0: 0.3209 loss_giou_0: 0.5288 loss_ce_1: 0.4124 loss_bbox_1: 0.2232 loss_giou_1: 0.3824 loss_ce_2: 0.3534 loss_bbox_2: 0.2003 loss_giou_2: 0.345 loss_ce_3: 0.3109 loss_bbox_3: 0.197 loss_giou_3: 0.3365 loss_ce_4: 0.3067 loss_bbox_4: 0.1855 loss_giou_4: 0.3331 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:32] d2.utils.events INFO: eta: 1 day, 1:54:01 iter: 118499 total_loss: 6.307 loss_ce: 0.334 loss_bbox: 0.2097 loss_giou: 0.358 loss_ce_0: 0.5313 loss_bbox_0: 0.3517 loss_giou_0: 0.5618 loss_ce_1: 0.4372 loss_bbox_1: 0.2484 loss_giou_1: 0.4081 loss_ce_2: 0.3697 loss_bbox_2: 0.217 loss_giou_2: 0.3849 loss_ce_3: 0.3481 loss_bbox_3: 0.2127 loss_giou_3: 0.364 loss_ce_4: 0.3285 loss_bbox_4: 0.2115 loss_giou_4: 0.3584 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:38] d2.utils.events INFO: eta: 1 day, 1:53:50 iter: 118519 total_loss: 5.848 loss_ce: 0.2973 loss_bbox: 0.1998 loss_giou: 0.3345 loss_ce_0: 0.5155 loss_bbox_0: 0.3228 loss_giou_0: 0.5097 loss_ce_1: 0.4122 loss_bbox_1: 0.2231 loss_giou_1: 0.373 loss_ce_2: 0.3417 loss_bbox_2: 0.2051 loss_giou_2: 0.3471 loss_ce_3: 0.3075 loss_bbox_3: 0.2025 loss_giou_3: 0.3375 loss_ce_4: 0.2997 loss_bbox_4: 0.2023 loss_giou_4: 0.3356 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:44] d2.utils.events INFO: eta: 1 day, 1:53:54 iter: 118539 total_loss: 6.195 loss_ce: 0.3438 loss_bbox: 0.1938 loss_giou: 0.359 loss_ce_0: 0.5289 loss_bbox_0: 0.3362 loss_giou_0: 0.5272 loss_ce_1: 0.4352 loss_bbox_1: 0.2301 loss_giou_1: 0.3947 loss_ce_2: 0.3823 loss_bbox_2: 0.2066 loss_giou_2: 0.375 loss_ce_3: 0.3531 loss_bbox_3: 0.2019 loss_giou_3: 0.3594 loss_ce_4: 0.3443 loss_bbox_4: 0.1984 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:49] d2.utils.events INFO: eta: 1 day, 1:53:38 iter: 118559 total_loss: 6.125 loss_ce: 0.3463 loss_bbox: 0.2022 loss_giou: 0.3673 loss_ce_0: 0.5242 loss_bbox_0: 0.3228 loss_giou_0: 0.5682 loss_ce_1: 0.4319 loss_bbox_1: 0.2284 loss_giou_1: 0.4206 loss_ce_2: 0.375 loss_bbox_2: 0.2134 loss_giou_2: 0.3831 loss_ce_3: 0.3547 loss_bbox_3: 0.2061 loss_giou_3: 0.3696 loss_ce_4: 0.352 loss_bbox_4: 0.2013 loss_giou_4: 0.3695 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 22:52:55] d2.utils.events INFO: eta: 1 day, 1:53:58 iter: 118579 total_loss: 6.609 loss_ce: 0.3514 loss_bbox: 0.2121 loss_giou: 0.3768 loss_ce_0: 0.533 loss_bbox_0: 0.3437 loss_giou_0: 0.5786 loss_ce_1: 0.43 loss_bbox_1: 0.2478 loss_giou_1: 0.4304 loss_ce_2: 0.3865 loss_bbox_2: 0.2231 loss_giou_2: 0.398 loss_ce_3: 0.366 loss_bbox_3: 0.2148 loss_giou_3: 0.3858 loss_ce_4: 0.3595 loss_bbox_4: 0.2137 loss_giou_4: 0.3783 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:01] d2.utils.events INFO: eta: 1 day, 1:53:50 iter: 118599 total_loss: 6.235 loss_ce: 0.3356 loss_bbox: 0.2014 loss_giou: 0.3659 loss_ce_0: 0.5317 loss_bbox_0: 0.3389 loss_giou_0: 0.5743 loss_ce_1: 0.4401 loss_bbox_1: 0.2438 loss_giou_1: 0.4224 loss_ce_2: 0.373 loss_bbox_2: 0.2132 loss_giou_2: 0.3833 loss_ce_3: 0.3456 loss_bbox_3: 0.2018 loss_giou_3: 0.3727 loss_ce_4: 0.3252 loss_bbox_4: 0.1999 loss_giou_4: 0.3677 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:06] d2.utils.events INFO: eta: 1 day, 1:53:32 iter: 118619 total_loss: 6.095 loss_ce: 0.3232 loss_bbox: 0.1971 loss_giou: 0.3688 loss_ce_0: 0.5219 loss_bbox_0: 0.3436 loss_giou_0: 0.547 loss_ce_1: 0.41 loss_bbox_1: 0.233 loss_giou_1: 0.4179 loss_ce_2: 0.3635 loss_bbox_2: 0.2101 loss_giou_2: 0.3909 loss_ce_3: 0.3354 loss_bbox_3: 0.2034 loss_giou_3: 0.3705 loss_ce_4: 0.3246 loss_bbox_4: 0.202 loss_giou_4: 0.3626 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:12] d2.utils.events INFO: eta: 1 day, 1:52:44 iter: 118639 total_loss: 6.239 loss_ce: 0.318 loss_bbox: 0.21 loss_giou: 0.3576 loss_ce_0: 0.5158 loss_bbox_0: 0.3452 loss_giou_0: 0.5329 loss_ce_1: 0.419 loss_bbox_1: 0.2435 loss_giou_1: 0.4047 loss_ce_2: 0.3571 loss_bbox_2: 0.2274 loss_giou_2: 0.3761 loss_ce_3: 0.328 loss_bbox_3: 0.2124 loss_giou_3: 0.3638 loss_ce_4: 0.3158 loss_bbox_4: 0.2094 loss_giou_4: 0.359 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:18] d2.utils.events INFO: eta: 1 day, 1:52:29 iter: 118659 total_loss: 5.937 loss_ce: 0.3261 loss_bbox: 0.2026 loss_giou: 0.3511 loss_ce_0: 0.535 loss_bbox_0: 0.3341 loss_giou_0: 0.5332 loss_ce_1: 0.4257 loss_bbox_1: 0.2316 loss_giou_1: 0.3939 loss_ce_2: 0.367 loss_bbox_2: 0.2097 loss_giou_2: 0.3637 loss_ce_3: 0.3222 loss_bbox_3: 0.2108 loss_giou_3: 0.3566 loss_ce_4: 0.3217 loss_bbox_4: 0.2044 loss_giou_4: 0.3554 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:24] d2.utils.events INFO: eta: 1 day, 1:51:59 iter: 118679 total_loss: 5.839 loss_ce: 0.3239 loss_bbox: 0.1936 loss_giou: 0.3531 loss_ce_0: 0.5022 loss_bbox_0: 0.3275 loss_giou_0: 0.5531 loss_ce_1: 0.4164 loss_bbox_1: 0.2295 loss_giou_1: 0.4004 loss_ce_2: 0.3636 loss_bbox_2: 0.2029 loss_giou_2: 0.372 loss_ce_3: 0.332 loss_bbox_3: 0.1997 loss_giou_3: 0.3652 loss_ce_4: 0.3199 loss_bbox_4: 0.1938 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:29] d2.utils.events INFO: eta: 1 day, 1:52:11 iter: 118699 total_loss: 6.112 loss_ce: 0.3156 loss_bbox: 0.1937 loss_giou: 0.3397 loss_ce_0: 0.5237 loss_bbox_0: 0.3283 loss_giou_0: 0.5471 loss_ce_1: 0.4189 loss_bbox_1: 0.2212 loss_giou_1: 0.3865 loss_ce_2: 0.3568 loss_bbox_2: 0.1987 loss_giou_2: 0.3618 loss_ce_3: 0.3292 loss_bbox_3: 0.1899 loss_giou_3: 0.3479 loss_ce_4: 0.3221 loss_bbox_4: 0.1932 loss_giou_4: 0.3439 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:35] d2.utils.events INFO: eta: 1 day, 1:51:58 iter: 118719 total_loss: 6.498 loss_ce: 0.3435 loss_bbox: 0.2202 loss_giou: 0.3675 loss_ce_0: 0.516 loss_bbox_0: 0.3578 loss_giou_0: 0.5552 loss_ce_1: 0.431 loss_bbox_1: 0.2549 loss_giou_1: 0.42 loss_ce_2: 0.3766 loss_bbox_2: 0.2348 loss_giou_2: 0.38 loss_ce_3: 0.3382 loss_bbox_3: 0.2287 loss_giou_3: 0.3793 loss_ce_4: 0.3383 loss_bbox_4: 0.2212 loss_giou_4: 0.3737 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:41] d2.utils.events INFO: eta: 1 day, 1:51:52 iter: 118739 total_loss: 6.177 loss_ce: 0.3366 loss_bbox: 0.2038 loss_giou: 0.3542 loss_ce_0: 0.5254 loss_bbox_0: 0.3245 loss_giou_0: 0.5371 loss_ce_1: 0.4335 loss_bbox_1: 0.2315 loss_giou_1: 0.3981 loss_ce_2: 0.3775 loss_bbox_2: 0.2128 loss_giou_2: 0.3772 loss_ce_3: 0.3434 loss_bbox_3: 0.205 loss_giou_3: 0.3621 loss_ce_4: 0.3373 loss_bbox_4: 0.2016 loss_giou_4: 0.3534 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:46] d2.utils.events INFO: eta: 1 day, 1:51:37 iter: 118759 total_loss: 6.245 loss_ce: 0.3424 loss_bbox: 0.1828 loss_giou: 0.3479 loss_ce_0: 0.5302 loss_bbox_0: 0.3386 loss_giou_0: 0.5563 loss_ce_1: 0.4389 loss_bbox_1: 0.2134 loss_giou_1: 0.4099 loss_ce_2: 0.3878 loss_bbox_2: 0.1978 loss_giou_2: 0.3795 loss_ce_3: 0.352 loss_bbox_3: 0.1922 loss_giou_3: 0.3644 loss_ce_4: 0.3486 loss_bbox_4: 0.1908 loss_giou_4: 0.3463 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:52] d2.utils.events INFO: eta: 1 day, 1:51:07 iter: 118779 total_loss: 6.234 loss_ce: 0.32 loss_bbox: 0.2153 loss_giou: 0.3501 loss_ce_0: 0.5375 loss_bbox_0: 0.3626 loss_giou_0: 0.5298 loss_ce_1: 0.4298 loss_bbox_1: 0.2485 loss_giou_1: 0.3949 loss_ce_2: 0.3732 loss_bbox_2: 0.2266 loss_giou_2: 0.3674 loss_ce_3: 0.32 loss_bbox_3: 0.2215 loss_giou_3: 0.3601 loss_ce_4: 0.3164 loss_bbox_4: 0.2171 loss_giou_4: 0.3541 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 22:53:58] d2.utils.events INFO: eta: 1 day, 1:51:35 iter: 118799 total_loss: 6.161 loss_ce: 0.3249 loss_bbox: 0.1883 loss_giou: 0.3646 loss_ce_0: 0.5211 loss_bbox_0: 0.3183 loss_giou_0: 0.5487 loss_ce_1: 0.4208 loss_bbox_1: 0.2213 loss_giou_1: 0.4065 loss_ce_2: 0.3677 loss_bbox_2: 0.2033 loss_giou_2: 0.3751 loss_ce_3: 0.3452 loss_bbox_3: 0.1932 loss_giou_3: 0.3677 loss_ce_4: 0.3256 loss_bbox_4: 0.1897 loss_giou_4: 0.3635 time: 0.2803 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:03] d2.utils.events INFO: eta: 1 day, 1:51:54 iter: 118819 total_loss: 6.131 loss_ce: 0.3175 loss_bbox: 0.196 loss_giou: 0.3912 loss_ce_0: 0.5058 loss_bbox_0: 0.3447 loss_giou_0: 0.5728 loss_ce_1: 0.4133 loss_bbox_1: 0.2358 loss_giou_1: 0.4435 loss_ce_2: 0.358 loss_bbox_2: 0.2088 loss_giou_2: 0.4116 loss_ce_3: 0.3262 loss_bbox_3: 0.2017 loss_giou_3: 0.4024 loss_ce_4: 0.316 loss_bbox_4: 0.1999 loss_giou_4: 0.3945 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:09] d2.utils.events INFO: eta: 1 day, 1:51:24 iter: 118839 total_loss: 5.992 loss_ce: 0.3385 loss_bbox: 0.1984 loss_giou: 0.3516 loss_ce_0: 0.5136 loss_bbox_0: 0.3252 loss_giou_0: 0.5504 loss_ce_1: 0.4297 loss_bbox_1: 0.232 loss_giou_1: 0.4163 loss_ce_2: 0.3752 loss_bbox_2: 0.2144 loss_giou_2: 0.3763 loss_ce_3: 0.3434 loss_bbox_3: 0.2069 loss_giou_3: 0.3668 loss_ce_4: 0.3411 loss_bbox_4: 0.196 loss_giou_4: 0.3551 time: 0.2803 data_time: 0.0182 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:15] d2.utils.events INFO: eta: 1 day, 1:51:19 iter: 118859 total_loss: 5.917 loss_ce: 0.3145 loss_bbox: 0.2057 loss_giou: 0.3394 loss_ce_0: 0.4973 loss_bbox_0: 0.3386 loss_giou_0: 0.5392 loss_ce_1: 0.4043 loss_bbox_1: 0.2374 loss_giou_1: 0.3933 loss_ce_2: 0.3514 loss_bbox_2: 0.2103 loss_giou_2: 0.3662 loss_ce_3: 0.3219 loss_bbox_3: 0.2071 loss_giou_3: 0.3465 loss_ce_4: 0.3161 loss_bbox_4: 0.2044 loss_giou_4: 0.3445 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:20] d2.utils.events INFO: eta: 1 day, 1:51:24 iter: 118879 total_loss: 6.299 loss_ce: 0.3412 loss_bbox: 0.2056 loss_giou: 0.3709 loss_ce_0: 0.5306 loss_bbox_0: 0.3318 loss_giou_0: 0.5649 loss_ce_1: 0.4388 loss_bbox_1: 0.2426 loss_giou_1: 0.4231 loss_ce_2: 0.3716 loss_bbox_2: 0.2188 loss_giou_2: 0.3948 loss_ce_3: 0.3307 loss_bbox_3: 0.2145 loss_giou_3: 0.3841 loss_ce_4: 0.3335 loss_bbox_4: 0.2126 loss_giou_4: 0.3761 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:26] d2.utils.events INFO: eta: 1 day, 1:50:54 iter: 118899 total_loss: 6.015 loss_ce: 0.3359 loss_bbox: 0.205 loss_giou: 0.3456 loss_ce_0: 0.5233 loss_bbox_0: 0.3395 loss_giou_0: 0.5285 loss_ce_1: 0.427 loss_bbox_1: 0.2371 loss_giou_1: 0.3991 loss_ce_2: 0.3665 loss_bbox_2: 0.2167 loss_giou_2: 0.366 loss_ce_3: 0.3418 loss_bbox_3: 0.2129 loss_giou_3: 0.362 loss_ce_4: 0.3396 loss_bbox_4: 0.2098 loss_giou_4: 0.3506 time: 0.2803 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:32] d2.utils.events INFO: eta: 1 day, 1:51:38 iter: 118919 total_loss: 6.077 loss_ce: 0.3383 loss_bbox: 0.2019 loss_giou: 0.3539 loss_ce_0: 0.522 loss_bbox_0: 0.3396 loss_giou_0: 0.5332 loss_ce_1: 0.4349 loss_bbox_1: 0.2459 loss_giou_1: 0.3946 loss_ce_2: 0.3659 loss_bbox_2: 0.2181 loss_giou_2: 0.3756 loss_ce_3: 0.3385 loss_bbox_3: 0.2046 loss_giou_3: 0.3651 loss_ce_4: 0.3336 loss_bbox_4: 0.2014 loss_giou_4: 0.3556 time: 0.2803 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:38] d2.utils.events INFO: eta: 1 day, 1:51:46 iter: 118939 total_loss: 6.349 loss_ce: 0.3346 loss_bbox: 0.1953 loss_giou: 0.3616 loss_ce_0: 0.5183 loss_bbox_0: 0.3273 loss_giou_0: 0.5472 loss_ce_1: 0.4167 loss_bbox_1: 0.2347 loss_giou_1: 0.4106 loss_ce_2: 0.3734 loss_bbox_2: 0.2039 loss_giou_2: 0.3732 loss_ce_3: 0.3455 loss_bbox_3: 0.1999 loss_giou_3: 0.3653 loss_ce_4: 0.3385 loss_bbox_4: 0.1971 loss_giou_4: 0.3632 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:43] d2.utils.events INFO: eta: 1 day, 1:51:57 iter: 118959 total_loss: 6.108 loss_ce: 0.3351 loss_bbox: 0.1832 loss_giou: 0.3641 loss_ce_0: 0.5412 loss_bbox_0: 0.334 loss_giou_0: 0.5687 loss_ce_1: 0.4384 loss_bbox_1: 0.225 loss_giou_1: 0.4224 loss_ce_2: 0.3704 loss_bbox_2: 0.201 loss_giou_2: 0.3841 loss_ce_3: 0.3488 loss_bbox_3: 0.189 loss_giou_3: 0.3721 loss_ce_4: 0.3407 loss_bbox_4: 0.1878 loss_giou_4: 0.3725 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:49] d2.utils.events INFO: eta: 1 day, 1:51:48 iter: 118979 total_loss: 6.111 loss_ce: 0.3178 loss_bbox: 0.2047 loss_giou: 0.3489 loss_ce_0: 0.5295 loss_bbox_0: 0.3464 loss_giou_0: 0.5356 loss_ce_1: 0.4167 loss_bbox_1: 0.2381 loss_giou_1: 0.3992 loss_ce_2: 0.3592 loss_bbox_2: 0.2139 loss_giou_2: 0.3665 loss_ce_3: 0.3339 loss_bbox_3: 0.2078 loss_giou_3: 0.3612 loss_ce_4: 0.3211 loss_bbox_4: 0.2054 loss_giou_4: 0.3503 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:54:55] d2.utils.events INFO: eta: 1 day, 1:51:15 iter: 118999 total_loss: 5.886 loss_ce: 0.2983 loss_bbox: 0.1842 loss_giou: 0.3232 loss_ce_0: 0.5015 loss_bbox_0: 0.3074 loss_giou_0: 0.5025 loss_ce_1: 0.3946 loss_bbox_1: 0.2205 loss_giou_1: 0.3709 loss_ce_2: 0.324 loss_bbox_2: 0.2008 loss_giou_2: 0.338 loss_ce_3: 0.2987 loss_bbox_3: 0.1914 loss_giou_3: 0.3312 loss_ce_4: 0.299 loss_bbox_4: 0.1868 loss_giou_4: 0.3292 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:00] d2.utils.events INFO: eta: 1 day, 1:50:57 iter: 119019 total_loss: 6.106 loss_ce: 0.32 loss_bbox: 0.1899 loss_giou: 0.3574 loss_ce_0: 0.5345 loss_bbox_0: 0.337 loss_giou_0: 0.5399 loss_ce_1: 0.4273 loss_bbox_1: 0.2356 loss_giou_1: 0.3911 loss_ce_2: 0.3508 loss_bbox_2: 0.2051 loss_giou_2: 0.3715 loss_ce_3: 0.3272 loss_bbox_3: 0.1951 loss_giou_3: 0.3632 loss_ce_4: 0.3245 loss_bbox_4: 0.1868 loss_giou_4: 0.3605 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:06] d2.utils.events INFO: eta: 1 day, 1:51:19 iter: 119039 total_loss: 6.164 loss_ce: 0.3405 loss_bbox: 0.1997 loss_giou: 0.3441 loss_ce_0: 0.5434 loss_bbox_0: 0.3396 loss_giou_0: 0.5398 loss_ce_1: 0.4465 loss_bbox_1: 0.2421 loss_giou_1: 0.402 loss_ce_2: 0.3772 loss_bbox_2: 0.2172 loss_giou_2: 0.3671 loss_ce_3: 0.3509 loss_bbox_3: 0.2082 loss_giou_3: 0.351 loss_ce_4: 0.3412 loss_bbox_4: 0.203 loss_giou_4: 0.3496 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:12] d2.utils.events INFO: eta: 1 day, 1:51:21 iter: 119059 total_loss: 6.1 loss_ce: 0.3328 loss_bbox: 0.1971 loss_giou: 0.3739 loss_ce_0: 0.5097 loss_bbox_0: 0.3271 loss_giou_0: 0.5628 loss_ce_1: 0.42 loss_bbox_1: 0.2269 loss_giou_1: 0.4184 loss_ce_2: 0.3539 loss_bbox_2: 0.2032 loss_giou_2: 0.3846 loss_ce_3: 0.3392 loss_bbox_3: 0.2015 loss_giou_3: 0.3723 loss_ce_4: 0.3316 loss_bbox_4: 0.1967 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:17] d2.utils.events INFO: eta: 1 day, 1:50:35 iter: 119079 total_loss: 5.946 loss_ce: 0.3153 loss_bbox: 0.2023 loss_giou: 0.3671 loss_ce_0: 0.5099 loss_bbox_0: 0.3253 loss_giou_0: 0.5653 loss_ce_1: 0.4068 loss_bbox_1: 0.2211 loss_giou_1: 0.421 loss_ce_2: 0.3507 loss_bbox_2: 0.2049 loss_giou_2: 0.387 loss_ce_3: 0.3299 loss_bbox_3: 0.1986 loss_giou_3: 0.3753 loss_ce_4: 0.3125 loss_bbox_4: 0.1974 loss_giou_4: 0.3651 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:23] d2.utils.events INFO: eta: 1 day, 1:50:30 iter: 119099 total_loss: 6.113 loss_ce: 0.3169 loss_bbox: 0.197 loss_giou: 0.3478 loss_ce_0: 0.5123 loss_bbox_0: 0.3217 loss_giou_0: 0.521 loss_ce_1: 0.4073 loss_bbox_1: 0.2309 loss_giou_1: 0.3947 loss_ce_2: 0.3538 loss_bbox_2: 0.2092 loss_giou_2: 0.3624 loss_ce_3: 0.3263 loss_bbox_3: 0.2066 loss_giou_3: 0.3538 loss_ce_4: 0.3147 loss_bbox_4: 0.1986 loss_giou_4: 0.3516 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:29] d2.utils.events INFO: eta: 1 day, 1:50:19 iter: 119119 total_loss: 5.839 loss_ce: 0.299 loss_bbox: 0.1937 loss_giou: 0.3589 loss_ce_0: 0.5356 loss_bbox_0: 0.3246 loss_giou_0: 0.5452 loss_ce_1: 0.4066 loss_bbox_1: 0.2253 loss_giou_1: 0.4112 loss_ce_2: 0.3341 loss_bbox_2: 0.2071 loss_giou_2: 0.3692 loss_ce_3: 0.3088 loss_bbox_3: 0.2011 loss_giou_3: 0.3642 loss_ce_4: 0.3 loss_bbox_4: 0.1977 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:34] d2.utils.events INFO: eta: 1 day, 1:50:24 iter: 119139 total_loss: 5.923 loss_ce: 0.3365 loss_bbox: 0.2043 loss_giou: 0.3547 loss_ce_0: 0.5288 loss_bbox_0: 0.3397 loss_giou_0: 0.5226 loss_ce_1: 0.4282 loss_bbox_1: 0.2307 loss_giou_1: 0.3948 loss_ce_2: 0.374 loss_bbox_2: 0.2063 loss_giou_2: 0.3749 loss_ce_3: 0.3444 loss_bbox_3: 0.2099 loss_giou_3: 0.3641 loss_ce_4: 0.3362 loss_bbox_4: 0.2048 loss_giou_4: 0.3569 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:40] d2.utils.events INFO: eta: 1 day, 1:50:18 iter: 119159 total_loss: 6.079 loss_ce: 0.3212 loss_bbox: 0.1971 loss_giou: 0.3569 loss_ce_0: 0.5294 loss_bbox_0: 0.3268 loss_giou_0: 0.5458 loss_ce_1: 0.4246 loss_bbox_1: 0.224 loss_giou_1: 0.4088 loss_ce_2: 0.3688 loss_bbox_2: 0.2052 loss_giou_2: 0.3735 loss_ce_3: 0.3312 loss_bbox_3: 0.1984 loss_giou_3: 0.3647 loss_ce_4: 0.3242 loss_bbox_4: 0.1973 loss_giou_4: 0.3558 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:46] d2.utils.events INFO: eta: 1 day, 1:50:55 iter: 119179 total_loss: 6.217 loss_ce: 0.3334 loss_bbox: 0.1946 loss_giou: 0.3337 loss_ce_0: 0.5221 loss_bbox_0: 0.3239 loss_giou_0: 0.548 loss_ce_1: 0.4231 loss_bbox_1: 0.2261 loss_giou_1: 0.4016 loss_ce_2: 0.3732 loss_bbox_2: 0.2055 loss_giou_2: 0.3529 loss_ce_3: 0.3438 loss_bbox_3: 0.2007 loss_giou_3: 0.3454 loss_ce_4: 0.3297 loss_bbox_4: 0.1988 loss_giou_4: 0.3356 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:52] d2.utils.events INFO: eta: 1 day, 1:50:50 iter: 119199 total_loss: 6.436 loss_ce: 0.3451 loss_bbox: 0.1982 loss_giou: 0.3779 loss_ce_0: 0.5199 loss_bbox_0: 0.344 loss_giou_0: 0.5905 loss_ce_1: 0.4304 loss_bbox_1: 0.2382 loss_giou_1: 0.4223 loss_ce_2: 0.379 loss_bbox_2: 0.2113 loss_giou_2: 0.3853 loss_ce_3: 0.3628 loss_bbox_3: 0.2006 loss_giou_3: 0.3835 loss_ce_4: 0.3507 loss_bbox_4: 0.1996 loss_giou_4: 0.374 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 22:55:57] d2.utils.events INFO: eta: 1 day, 1:50:29 iter: 119219 total_loss: 6.049 loss_ce: 0.3403 loss_bbox: 0.2093 loss_giou: 0.3324 loss_ce_0: 0.5121 loss_bbox_0: 0.3377 loss_giou_0: 0.5244 loss_ce_1: 0.4285 loss_bbox_1: 0.2356 loss_giou_1: 0.3893 loss_ce_2: 0.3696 loss_bbox_2: 0.2171 loss_giou_2: 0.3546 loss_ce_3: 0.3528 loss_bbox_3: 0.2064 loss_giou_3: 0.3467 loss_ce_4: 0.341 loss_bbox_4: 0.2098 loss_giou_4: 0.3353 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:03] d2.utils.events INFO: eta: 1 day, 1:50:34 iter: 119239 total_loss: 5.905 loss_ce: 0.317 loss_bbox: 0.1893 loss_giou: 0.3452 loss_ce_0: 0.5487 loss_bbox_0: 0.3256 loss_giou_0: 0.5334 loss_ce_1: 0.4328 loss_bbox_1: 0.2217 loss_giou_1: 0.403 loss_ce_2: 0.367 loss_bbox_2: 0.2021 loss_giou_2: 0.3632 loss_ce_3: 0.3303 loss_bbox_3: 0.1965 loss_giou_3: 0.3457 loss_ce_4: 0.3212 loss_bbox_4: 0.194 loss_giou_4: 0.3431 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:08] d2.utils.events INFO: eta: 1 day, 1:50:02 iter: 119259 total_loss: 5.943 loss_ce: 0.3322 loss_bbox: 0.2053 loss_giou: 0.361 loss_ce_0: 0.5166 loss_bbox_0: 0.365 loss_giou_0: 0.538 loss_ce_1: 0.4197 loss_bbox_1: 0.241 loss_giou_1: 0.4168 loss_ce_2: 0.3611 loss_bbox_2: 0.2206 loss_giou_2: 0.3756 loss_ce_3: 0.3363 loss_bbox_3: 0.2102 loss_giou_3: 0.3648 loss_ce_4: 0.3283 loss_bbox_4: 0.2092 loss_giou_4: 0.3617 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:14] d2.utils.events INFO: eta: 1 day, 1:50:27 iter: 119279 total_loss: 5.897 loss_ce: 0.2974 loss_bbox: 0.1991 loss_giou: 0.3383 loss_ce_0: 0.5156 loss_bbox_0: 0.3445 loss_giou_0: 0.5488 loss_ce_1: 0.404 loss_bbox_1: 0.2468 loss_giou_1: 0.3876 loss_ce_2: 0.3431 loss_bbox_2: 0.2207 loss_giou_2: 0.3584 loss_ce_3: 0.3161 loss_bbox_3: 0.2082 loss_giou_3: 0.3443 loss_ce_4: 0.3011 loss_bbox_4: 0.198 loss_giou_4: 0.34 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:20] d2.utils.events INFO: eta: 1 day, 1:50:21 iter: 119299 total_loss: 6.05 loss_ce: 0.3176 loss_bbox: 0.1932 loss_giou: 0.3578 loss_ce_0: 0.5342 loss_bbox_0: 0.3347 loss_giou_0: 0.5442 loss_ce_1: 0.4046 loss_bbox_1: 0.2286 loss_giou_1: 0.4095 loss_ce_2: 0.3468 loss_bbox_2: 0.2066 loss_giou_2: 0.3756 loss_ce_3: 0.3206 loss_bbox_3: 0.1983 loss_giou_3: 0.3659 loss_ce_4: 0.3227 loss_bbox_4: 0.1934 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:26] d2.utils.events INFO: eta: 1 day, 1:50:12 iter: 119319 total_loss: 6.361 loss_ce: 0.3449 loss_bbox: 0.2121 loss_giou: 0.3716 loss_ce_0: 0.538 loss_bbox_0: 0.3525 loss_giou_0: 0.565 loss_ce_1: 0.4376 loss_bbox_1: 0.2426 loss_giou_1: 0.4119 loss_ce_2: 0.3804 loss_bbox_2: 0.217 loss_giou_2: 0.396 loss_ce_3: 0.3568 loss_bbox_3: 0.2128 loss_giou_3: 0.386 loss_ce_4: 0.3464 loss_bbox_4: 0.2119 loss_giou_4: 0.375 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:31] d2.utils.events INFO: eta: 1 day, 1:49:55 iter: 119339 total_loss: 6.107 loss_ce: 0.3101 loss_bbox: 0.207 loss_giou: 0.3562 loss_ce_0: 0.5097 loss_bbox_0: 0.3396 loss_giou_0: 0.5354 loss_ce_1: 0.4122 loss_bbox_1: 0.2363 loss_giou_1: 0.4142 loss_ce_2: 0.3444 loss_bbox_2: 0.2165 loss_giou_2: 0.3836 loss_ce_3: 0.3205 loss_bbox_3: 0.2074 loss_giou_3: 0.3679 loss_ce_4: 0.3096 loss_bbox_4: 0.208 loss_giou_4: 0.3626 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:37] d2.utils.events INFO: eta: 1 day, 1:50:00 iter: 119359 total_loss: 6.006 loss_ce: 0.3341 loss_bbox: 0.1961 loss_giou: 0.3593 loss_ce_0: 0.5416 loss_bbox_0: 0.3479 loss_giou_0: 0.5692 loss_ce_1: 0.4187 loss_bbox_1: 0.2309 loss_giou_1: 0.4164 loss_ce_2: 0.3625 loss_bbox_2: 0.213 loss_giou_2: 0.379 loss_ce_3: 0.3368 loss_bbox_3: 0.202 loss_giou_3: 0.371 loss_ce_4: 0.3345 loss_bbox_4: 0.1959 loss_giou_4: 0.3642 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:43] d2.utils.events INFO: eta: 1 day, 1:49:51 iter: 119379 total_loss: 6.084 loss_ce: 0.3296 loss_bbox: 0.2055 loss_giou: 0.3446 loss_ce_0: 0.5211 loss_bbox_0: 0.3415 loss_giou_0: 0.5151 loss_ce_1: 0.4355 loss_bbox_1: 0.2511 loss_giou_1: 0.3967 loss_ce_2: 0.374 loss_bbox_2: 0.2246 loss_giou_2: 0.3632 loss_ce_3: 0.3392 loss_bbox_3: 0.2177 loss_giou_3: 0.3489 loss_ce_4: 0.3329 loss_bbox_4: 0.2073 loss_giou_4: 0.3518 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:48] d2.utils.events INFO: eta: 1 day, 1:50:11 iter: 119399 total_loss: 6.43 loss_ce: 0.3391 loss_bbox: 0.2027 loss_giou: 0.3866 loss_ce_0: 0.5328 loss_bbox_0: 0.3128 loss_giou_0: 0.6149 loss_ce_1: 0.4331 loss_bbox_1: 0.2236 loss_giou_1: 0.4487 loss_ce_2: 0.3628 loss_bbox_2: 0.2086 loss_giou_2: 0.4064 loss_ce_3: 0.34 loss_bbox_3: 0.2081 loss_giou_3: 0.3934 loss_ce_4: 0.3346 loss_bbox_4: 0.2024 loss_giou_4: 0.3853 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 22:56:54] d2.utils.events INFO: eta: 1 day, 1:49:32 iter: 119419 total_loss: 6.075 loss_ce: 0.3272 loss_bbox: 0.2088 loss_giou: 0.3397 loss_ce_0: 0.5253 loss_bbox_0: 0.3348 loss_giou_0: 0.5275 loss_ce_1: 0.4153 loss_bbox_1: 0.2405 loss_giou_1: 0.3839 loss_ce_2: 0.3483 loss_bbox_2: 0.2206 loss_giou_2: 0.3557 loss_ce_3: 0.3359 loss_bbox_3: 0.2099 loss_giou_3: 0.3472 loss_ce_4: 0.3324 loss_bbox_4: 0.2078 loss_giou_4: 0.3457 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:00] d2.utils.events INFO: eta: 1 day, 1:49:56 iter: 119439 total_loss: 6.311 loss_ce: 0.3256 loss_bbox: 0.2066 loss_giou: 0.3845 loss_ce_0: 0.5351 loss_bbox_0: 0.3355 loss_giou_0: 0.5723 loss_ce_1: 0.4261 loss_bbox_1: 0.2342 loss_giou_1: 0.4302 loss_ce_2: 0.3537 loss_bbox_2: 0.2186 loss_giou_2: 0.4039 loss_ce_3: 0.3288 loss_bbox_3: 0.2059 loss_giou_3: 0.3872 loss_ce_4: 0.3248 loss_bbox_4: 0.2042 loss_giou_4: 0.3853 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:05] d2.utils.events INFO: eta: 1 day, 1:49:50 iter: 119459 total_loss: 5.933 loss_ce: 0.3112 loss_bbox: 0.1875 loss_giou: 0.3345 loss_ce_0: 0.5061 loss_bbox_0: 0.3415 loss_giou_0: 0.5548 loss_ce_1: 0.4121 loss_bbox_1: 0.2263 loss_giou_1: 0.3914 loss_ce_2: 0.3523 loss_bbox_2: 0.2016 loss_giou_2: 0.3571 loss_ce_3: 0.3234 loss_bbox_3: 0.1902 loss_giou_3: 0.3452 loss_ce_4: 0.3123 loss_bbox_4: 0.1892 loss_giou_4: 0.337 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:11] d2.utils.events INFO: eta: 1 day, 1:50:25 iter: 119479 total_loss: 6.061 loss_ce: 0.3381 loss_bbox: 0.1932 loss_giou: 0.3764 loss_ce_0: 0.5249 loss_bbox_0: 0.3372 loss_giou_0: 0.5675 loss_ce_1: 0.4336 loss_bbox_1: 0.2258 loss_giou_1: 0.4153 loss_ce_2: 0.3811 loss_bbox_2: 0.2036 loss_giou_2: 0.3929 loss_ce_3: 0.3478 loss_bbox_3: 0.1987 loss_giou_3: 0.3829 loss_ce_4: 0.3493 loss_bbox_4: 0.1974 loss_giou_4: 0.3773 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:17] d2.utils.events INFO: eta: 1 day, 1:50:36 iter: 119499 total_loss: 6.137 loss_ce: 0.3516 loss_bbox: 0.2053 loss_giou: 0.3615 loss_ce_0: 0.5321 loss_bbox_0: 0.3315 loss_giou_0: 0.5329 loss_ce_1: 0.4315 loss_bbox_1: 0.2395 loss_giou_1: 0.4163 loss_ce_2: 0.389 loss_bbox_2: 0.2153 loss_giou_2: 0.3825 loss_ce_3: 0.361 loss_bbox_3: 0.2138 loss_giou_3: 0.3781 loss_ce_4: 0.3537 loss_bbox_4: 0.2082 loss_giou_4: 0.3673 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:23] d2.utils.events INFO: eta: 1 day, 1:51:04 iter: 119519 total_loss: 6.177 loss_ce: 0.3206 loss_bbox: 0.2104 loss_giou: 0.3691 loss_ce_0: 0.5293 loss_bbox_0: 0.3416 loss_giou_0: 0.5541 loss_ce_1: 0.4163 loss_bbox_1: 0.2372 loss_giou_1: 0.4086 loss_ce_2: 0.3567 loss_bbox_2: 0.2182 loss_giou_2: 0.381 loss_ce_3: 0.3397 loss_bbox_3: 0.2097 loss_giou_3: 0.3722 loss_ce_4: 0.3244 loss_bbox_4: 0.208 loss_giou_4: 0.3706 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:28] d2.utils.events INFO: eta: 1 day, 1:50:39 iter: 119539 total_loss: 6.165 loss_ce: 0.3374 loss_bbox: 0.205 loss_giou: 0.368 loss_ce_0: 0.525 loss_bbox_0: 0.3478 loss_giou_0: 0.5403 loss_ce_1: 0.4329 loss_bbox_1: 0.2484 loss_giou_1: 0.4253 loss_ce_2: 0.3674 loss_bbox_2: 0.2301 loss_giou_2: 0.3897 loss_ce_3: 0.3345 loss_bbox_3: 0.2098 loss_giou_3: 0.3793 loss_ce_4: 0.3408 loss_bbox_4: 0.2076 loss_giou_4: 0.3682 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:34] d2.utils.events INFO: eta: 1 day, 1:50:53 iter: 119559 total_loss: 6.346 loss_ce: 0.3432 loss_bbox: 0.2023 loss_giou: 0.3812 loss_ce_0: 0.5343 loss_bbox_0: 0.3474 loss_giou_0: 0.5602 loss_ce_1: 0.4354 loss_bbox_1: 0.2383 loss_giou_1: 0.4229 loss_ce_2: 0.3731 loss_bbox_2: 0.2119 loss_giou_2: 0.399 loss_ce_3: 0.3544 loss_bbox_3: 0.2074 loss_giou_3: 0.387 loss_ce_4: 0.3391 loss_bbox_4: 0.2013 loss_giou_4: 0.3855 time: 0.2803 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:40] d2.utils.events INFO: eta: 1 day, 1:49:56 iter: 119579 total_loss: 6.437 loss_ce: 0.3595 loss_bbox: 0.2087 loss_giou: 0.3737 loss_ce_0: 0.5519 loss_bbox_0: 0.3464 loss_giou_0: 0.5421 loss_ce_1: 0.4541 loss_bbox_1: 0.2516 loss_giou_1: 0.414 loss_ce_2: 0.3998 loss_bbox_2: 0.2208 loss_giou_2: 0.3845 loss_ce_3: 0.3739 loss_bbox_3: 0.2162 loss_giou_3: 0.3777 loss_ce_4: 0.358 loss_bbox_4: 0.2076 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:45] d2.utils.events INFO: eta: 1 day, 1:50:27 iter: 119599 total_loss: 5.986 loss_ce: 0.3105 loss_bbox: 0.201 loss_giou: 0.3633 loss_ce_0: 0.5106 loss_bbox_0: 0.3312 loss_giou_0: 0.5617 loss_ce_1: 0.4101 loss_bbox_1: 0.235 loss_giou_1: 0.4134 loss_ce_2: 0.3467 loss_bbox_2: 0.207 loss_giou_2: 0.3845 loss_ce_3: 0.3218 loss_bbox_3: 0.1993 loss_giou_3: 0.3714 loss_ce_4: 0.3065 loss_bbox_4: 0.1999 loss_giou_4: 0.3658 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:51] d2.utils.events INFO: eta: 1 day, 1:51:07 iter: 119619 total_loss: 5.91 loss_ce: 0.3194 loss_bbox: 0.1799 loss_giou: 0.3478 loss_ce_0: 0.5154 loss_bbox_0: 0.301 loss_giou_0: 0.5398 loss_ce_1: 0.4166 loss_bbox_1: 0.21 loss_giou_1: 0.3967 loss_ce_2: 0.3525 loss_bbox_2: 0.1882 loss_giou_2: 0.3788 loss_ce_3: 0.3228 loss_bbox_3: 0.1802 loss_giou_3: 0.3614 loss_ce_4: 0.3231 loss_bbox_4: 0.1814 loss_giou_4: 0.3519 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:57:57] d2.utils.events INFO: eta: 1 day, 1:51:56 iter: 119639 total_loss: 6.051 loss_ce: 0.3195 loss_bbox: 0.1892 loss_giou: 0.3355 loss_ce_0: 0.5296 loss_bbox_0: 0.3358 loss_giou_0: 0.545 loss_ce_1: 0.4247 loss_bbox_1: 0.2229 loss_giou_1: 0.3973 loss_ce_2: 0.3541 loss_bbox_2: 0.201 loss_giou_2: 0.354 loss_ce_3: 0.3253 loss_bbox_3: 0.1923 loss_giou_3: 0.3451 loss_ce_4: 0.3078 loss_bbox_4: 0.1929 loss_giou_4: 0.3418 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:03] d2.utils.events INFO: eta: 1 day, 1:52:02 iter: 119659 total_loss: 6.299 loss_ce: 0.3364 loss_bbox: 0.2177 loss_giou: 0.3627 loss_ce_0: 0.5249 loss_bbox_0: 0.3585 loss_giou_0: 0.5618 loss_ce_1: 0.4301 loss_bbox_1: 0.2579 loss_giou_1: 0.4181 loss_ce_2: 0.3725 loss_bbox_2: 0.2296 loss_giou_2: 0.3803 loss_ce_3: 0.3481 loss_bbox_3: 0.226 loss_giou_3: 0.3664 loss_ce_4: 0.3349 loss_bbox_4: 0.2155 loss_giou_4: 0.3637 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:08] d2.utils.events INFO: eta: 1 day, 1:52:16 iter: 119679 total_loss: 5.92 loss_ce: 0.3253 loss_bbox: 0.2038 loss_giou: 0.3263 loss_ce_0: 0.5317 loss_bbox_0: 0.3462 loss_giou_0: 0.5038 loss_ce_1: 0.4243 loss_bbox_1: 0.2403 loss_giou_1: 0.3834 loss_ce_2: 0.3686 loss_bbox_2: 0.212 loss_giou_2: 0.3484 loss_ce_3: 0.3435 loss_bbox_3: 0.2087 loss_giou_3: 0.3389 loss_ce_4: 0.3285 loss_bbox_4: 0.2064 loss_giou_4: 0.3299 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:14] d2.utils.events INFO: eta: 1 day, 1:52:03 iter: 119699 total_loss: 5.986 loss_ce: 0.2964 loss_bbox: 0.2034 loss_giou: 0.373 loss_ce_0: 0.5012 loss_bbox_0: 0.3325 loss_giou_0: 0.5711 loss_ce_1: 0.4069 loss_bbox_1: 0.2361 loss_giou_1: 0.4265 loss_ce_2: 0.3359 loss_bbox_2: 0.2134 loss_giou_2: 0.391 loss_ce_3: 0.3097 loss_bbox_3: 0.2098 loss_giou_3: 0.3831 loss_ce_4: 0.3023 loss_bbox_4: 0.2041 loss_giou_4: 0.3736 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:20] d2.utils.events INFO: eta: 1 day, 1:52:15 iter: 119719 total_loss: 6.063 loss_ce: 0.3066 loss_bbox: 0.1899 loss_giou: 0.3448 loss_ce_0: 0.5195 loss_bbox_0: 0.3304 loss_giou_0: 0.5535 loss_ce_1: 0.4115 loss_bbox_1: 0.2269 loss_giou_1: 0.4006 loss_ce_2: 0.3504 loss_bbox_2: 0.2024 loss_giou_2: 0.3655 loss_ce_3: 0.3177 loss_bbox_3: 0.1994 loss_giou_3: 0.3605 loss_ce_4: 0.3123 loss_bbox_4: 0.1899 loss_giou_4: 0.3473 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:25] d2.utils.events INFO: eta: 1 day, 1:52:25 iter: 119739 total_loss: 6.23 loss_ce: 0.3363 loss_bbox: 0.2065 loss_giou: 0.3537 loss_ce_0: 0.5207 loss_bbox_0: 0.335 loss_giou_0: 0.5407 loss_ce_1: 0.4228 loss_bbox_1: 0.2298 loss_giou_1: 0.3978 loss_ce_2: 0.3706 loss_bbox_2: 0.2131 loss_giou_2: 0.3713 loss_ce_3: 0.3375 loss_bbox_3: 0.204 loss_giou_3: 0.3627 loss_ce_4: 0.3373 loss_bbox_4: 0.2086 loss_giou_4: 0.3559 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:31] d2.utils.events INFO: eta: 1 day, 1:52:31 iter: 119759 total_loss: 6.3 loss_ce: 0.3239 loss_bbox: 0.2081 loss_giou: 0.3599 loss_ce_0: 0.51 loss_bbox_0: 0.3451 loss_giou_0: 0.5491 loss_ce_1: 0.4171 loss_bbox_1: 0.2397 loss_giou_1: 0.4116 loss_ce_2: 0.3567 loss_bbox_2: 0.2162 loss_giou_2: 0.3834 loss_ce_3: 0.3301 loss_bbox_3: 0.2121 loss_giou_3: 0.3739 loss_ce_4: 0.3222 loss_bbox_4: 0.2139 loss_giou_4: 0.3646 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:37] d2.utils.events INFO: eta: 1 day, 1:52:35 iter: 119779 total_loss: 6.108 loss_ce: 0.3297 loss_bbox: 0.2001 loss_giou: 0.3611 loss_ce_0: 0.5264 loss_bbox_0: 0.3319 loss_giou_0: 0.5476 loss_ce_1: 0.4239 loss_bbox_1: 0.2313 loss_giou_1: 0.4127 loss_ce_2: 0.3636 loss_bbox_2: 0.2042 loss_giou_2: 0.375 loss_ce_3: 0.3388 loss_bbox_3: 0.2022 loss_giou_3: 0.3661 loss_ce_4: 0.3311 loss_bbox_4: 0.1979 loss_giou_4: 0.3596 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:42] d2.utils.events INFO: eta: 1 day, 1:52:15 iter: 119799 total_loss: 6.026 loss_ce: 0.3017 loss_bbox: 0.1967 loss_giou: 0.3599 loss_ce_0: 0.484 loss_bbox_0: 0.3325 loss_giou_0: 0.5525 loss_ce_1: 0.3952 loss_bbox_1: 0.2279 loss_giou_1: 0.4099 loss_ce_2: 0.3372 loss_bbox_2: 0.2094 loss_giou_2: 0.3748 loss_ce_3: 0.3067 loss_bbox_3: 0.2041 loss_giou_3: 0.3728 loss_ce_4: 0.3053 loss_bbox_4: 0.1997 loss_giou_4: 0.363 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:48] d2.utils.events INFO: eta: 1 day, 1:52:19 iter: 119819 total_loss: 6.207 loss_ce: 0.3581 loss_bbox: 0.2005 loss_giou: 0.3572 loss_ce_0: 0.5359 loss_bbox_0: 0.3279 loss_giou_0: 0.5355 loss_ce_1: 0.4463 loss_bbox_1: 0.2394 loss_giou_1: 0.4087 loss_ce_2: 0.3832 loss_bbox_2: 0.212 loss_giou_2: 0.3717 loss_ce_3: 0.3577 loss_bbox_3: 0.1974 loss_giou_3: 0.3655 loss_ce_4: 0.3601 loss_bbox_4: 0.1933 loss_giou_4: 0.3606 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 22:58:54] d2.utils.events INFO: eta: 1 day, 1:52:04 iter: 119839 total_loss: 6.207 loss_ce: 0.3237 loss_bbox: 0.2174 loss_giou: 0.3688 loss_ce_0: 0.5266 loss_bbox_0: 0.3481 loss_giou_0: 0.5499 loss_ce_1: 0.4408 loss_bbox_1: 0.2543 loss_giou_1: 0.4268 loss_ce_2: 0.3634 loss_bbox_2: 0.2261 loss_giou_2: 0.3886 loss_ce_3: 0.3377 loss_bbox_3: 0.2185 loss_giou_3: 0.3747 loss_ce_4: 0.3304 loss_bbox_4: 0.2177 loss_giou_4: 0.3744 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:00] d2.utils.events INFO: eta: 1 day, 1:52:12 iter: 119859 total_loss: 6.083 loss_ce: 0.3298 loss_bbox: 0.1978 loss_giou: 0.3482 loss_ce_0: 0.5122 loss_bbox_0: 0.3418 loss_giou_0: 0.5299 loss_ce_1: 0.4303 loss_bbox_1: 0.2262 loss_giou_1: 0.3991 loss_ce_2: 0.3689 loss_bbox_2: 0.2087 loss_giou_2: 0.373 loss_ce_3: 0.3488 loss_bbox_3: 0.2026 loss_giou_3: 0.3614 loss_ce_4: 0.3306 loss_bbox_4: 0.1979 loss_giou_4: 0.3539 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:05] d2.utils.events INFO: eta: 1 day, 1:52:05 iter: 119879 total_loss: 5.985 loss_ce: 0.3201 loss_bbox: 0.1987 loss_giou: 0.3538 loss_ce_0: 0.4923 loss_bbox_0: 0.3391 loss_giou_0: 0.5699 loss_ce_1: 0.4014 loss_bbox_1: 0.2362 loss_giou_1: 0.4161 loss_ce_2: 0.3413 loss_bbox_2: 0.2135 loss_giou_2: 0.3725 loss_ce_3: 0.3262 loss_bbox_3: 0.2038 loss_giou_3: 0.3601 loss_ce_4: 0.3203 loss_bbox_4: 0.1998 loss_giou_4: 0.3582 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:11] d2.utils.events INFO: eta: 1 day, 1:52:04 iter: 119899 total_loss: 6.168 loss_ce: 0.3415 loss_bbox: 0.1915 loss_giou: 0.3596 loss_ce_0: 0.538 loss_bbox_0: 0.3458 loss_giou_0: 0.5381 loss_ce_1: 0.4403 loss_bbox_1: 0.2238 loss_giou_1: 0.4072 loss_ce_2: 0.3885 loss_bbox_2: 0.2057 loss_giou_2: 0.3713 loss_ce_3: 0.3516 loss_bbox_3: 0.1995 loss_giou_3: 0.3727 loss_ce_4: 0.3322 loss_bbox_4: 0.1909 loss_giou_4: 0.3622 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:17] d2.utils.events INFO: eta: 1 day, 1:51:29 iter: 119919 total_loss: 5.772 loss_ce: 0.3188 loss_bbox: 0.1886 loss_giou: 0.3344 loss_ce_0: 0.5242 loss_bbox_0: 0.3198 loss_giou_0: 0.529 loss_ce_1: 0.415 loss_bbox_1: 0.2258 loss_giou_1: 0.3798 loss_ce_2: 0.3467 loss_bbox_2: 0.2009 loss_giou_2: 0.3522 loss_ce_3: 0.3235 loss_bbox_3: 0.1925 loss_giou_3: 0.344 loss_ce_4: 0.3151 loss_bbox_4: 0.1909 loss_giou_4: 0.3369 time: 0.2803 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:22] d2.utils.events INFO: eta: 1 day, 1:51:48 iter: 119939 total_loss: 6.226 loss_ce: 0.3388 loss_bbox: 0.2119 loss_giou: 0.3549 loss_ce_0: 0.5387 loss_bbox_0: 0.3458 loss_giou_0: 0.5367 loss_ce_1: 0.4364 loss_bbox_1: 0.2468 loss_giou_1: 0.4077 loss_ce_2: 0.3651 loss_bbox_2: 0.2225 loss_giou_2: 0.3683 loss_ce_3: 0.3434 loss_bbox_3: 0.2179 loss_giou_3: 0.3577 loss_ce_4: 0.3398 loss_bbox_4: 0.2138 loss_giou_4: 0.356 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:28] d2.utils.events INFO: eta: 1 day, 1:51:18 iter: 119959 total_loss: 6.121 loss_ce: 0.3459 loss_bbox: 0.2142 loss_giou: 0.3407 loss_ce_0: 0.5247 loss_bbox_0: 0.3365 loss_giou_0: 0.5233 loss_ce_1: 0.4305 loss_bbox_1: 0.2394 loss_giou_1: 0.3873 loss_ce_2: 0.381 loss_bbox_2: 0.2261 loss_giou_2: 0.3575 loss_ce_3: 0.343 loss_bbox_3: 0.2185 loss_giou_3: 0.3474 loss_ce_4: 0.3459 loss_bbox_4: 0.2208 loss_giou_4: 0.3447 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:34] d2.utils.events INFO: eta: 1 day, 1:51:37 iter: 119979 total_loss: 5.833 loss_ce: 0.3079 loss_bbox: 0.1736 loss_giou: 0.3418 loss_ce_0: 0.5162 loss_bbox_0: 0.305 loss_giou_0: 0.544 loss_ce_1: 0.4219 loss_bbox_1: 0.2035 loss_giou_1: 0.3951 loss_ce_2: 0.3422 loss_bbox_2: 0.1826 loss_giou_2: 0.3646 loss_ce_3: 0.309 loss_bbox_3: 0.1812 loss_giou_3: 0.3545 loss_ce_4: 0.305 loss_bbox_4: 0.1758 loss_giou_4: 0.3445 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:40] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0119999.pth [11/02 22:59:42] d2.utils.events INFO: eta: 1 day, 1:51:47 iter: 119999 total_loss: 5.907 loss_ce: 0.3215 loss_bbox: 0.1958 loss_giou: 0.3546 loss_ce_0: 0.5081 loss_bbox_0: 0.3395 loss_giou_0: 0.5384 loss_ce_1: 0.4118 loss_bbox_1: 0.2275 loss_giou_1: 0.4079 loss_ce_2: 0.3498 loss_bbox_2: 0.2095 loss_giou_2: 0.3778 loss_ce_3: 0.3289 loss_bbox_3: 0.2026 loss_giou_3: 0.3632 loss_ce_4: 0.3145 loss_bbox_4: 0.1988 loss_giou_4: 0.3566 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:47] d2.utils.events INFO: eta: 1 day, 1:51:52 iter: 120019 total_loss: 6.198 loss_ce: 0.334 loss_bbox: 0.2088 loss_giou: 0.3697 loss_ce_0: 0.5265 loss_bbox_0: 0.345 loss_giou_0: 0.5321 loss_ce_1: 0.4279 loss_bbox_1: 0.2549 loss_giou_1: 0.4121 loss_ce_2: 0.3634 loss_bbox_2: 0.2258 loss_giou_2: 0.3816 loss_ce_3: 0.3414 loss_bbox_3: 0.2222 loss_giou_3: 0.3679 loss_ce_4: 0.3162 loss_bbox_4: 0.2108 loss_giou_4: 0.3712 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:53] d2.utils.events INFO: eta: 1 day, 1:51:20 iter: 120039 total_loss: 5.797 loss_ce: 0.2907 loss_bbox: 0.1812 loss_giou: 0.3365 loss_ce_0: 0.513 loss_bbox_0: 0.3185 loss_giou_0: 0.509 loss_ce_1: 0.3995 loss_bbox_1: 0.2148 loss_giou_1: 0.3896 loss_ce_2: 0.3363 loss_bbox_2: 0.1982 loss_giou_2: 0.353 loss_ce_3: 0.2967 loss_bbox_3: 0.19 loss_giou_3: 0.3425 loss_ce_4: 0.2937 loss_bbox_4: 0.1836 loss_giou_4: 0.34 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 22:59:59] d2.utils.events INFO: eta: 1 day, 1:51:14 iter: 120059 total_loss: 6.258 loss_ce: 0.3433 loss_bbox: 0.211 loss_giou: 0.3615 loss_ce_0: 0.5121 loss_bbox_0: 0.3456 loss_giou_0: 0.5549 loss_ce_1: 0.4191 loss_bbox_1: 0.2477 loss_giou_1: 0.4152 loss_ce_2: 0.3568 loss_bbox_2: 0.2243 loss_giou_2: 0.374 loss_ce_3: 0.3474 loss_bbox_3: 0.2145 loss_giou_3: 0.3684 loss_ce_4: 0.3451 loss_bbox_4: 0.2097 loss_giou_4: 0.3644 time: 0.2803 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:05] d2.utils.events INFO: eta: 1 day, 1:51:23 iter: 120079 total_loss: 6.168 loss_ce: 0.3313 loss_bbox: 0.2073 loss_giou: 0.349 loss_ce_0: 0.5117 loss_bbox_0: 0.3537 loss_giou_0: 0.5284 loss_ce_1: 0.4185 loss_bbox_1: 0.2421 loss_giou_1: 0.3972 loss_ce_2: 0.3623 loss_bbox_2: 0.2196 loss_giou_2: 0.3764 loss_ce_3: 0.3328 loss_bbox_3: 0.2095 loss_giou_3: 0.3647 loss_ce_4: 0.3265 loss_bbox_4: 0.2061 loss_giou_4: 0.3569 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:10] d2.utils.events INFO: eta: 1 day, 1:51:22 iter: 120099 total_loss: 6.173 loss_ce: 0.3416 loss_bbox: 0.1966 loss_giou: 0.3634 loss_ce_0: 0.5113 loss_bbox_0: 0.3432 loss_giou_0: 0.563 loss_ce_1: 0.4164 loss_bbox_1: 0.2319 loss_giou_1: 0.4289 loss_ce_2: 0.3692 loss_bbox_2: 0.215 loss_giou_2: 0.3846 loss_ce_3: 0.3482 loss_bbox_3: 0.2027 loss_giou_3: 0.3701 loss_ce_4: 0.345 loss_bbox_4: 0.2002 loss_giou_4: 0.3639 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:16] d2.utils.events INFO: eta: 1 day, 1:51:28 iter: 120119 total_loss: 6.07 loss_ce: 0.3159 loss_bbox: 0.2015 loss_giou: 0.3465 loss_ce_0: 0.5466 loss_bbox_0: 0.3507 loss_giou_0: 0.5471 loss_ce_1: 0.4378 loss_bbox_1: 0.2354 loss_giou_1: 0.3869 loss_ce_2: 0.3687 loss_bbox_2: 0.2063 loss_giou_2: 0.3583 loss_ce_3: 0.3291 loss_bbox_3: 0.2051 loss_giou_3: 0.3471 loss_ce_4: 0.3203 loss_bbox_4: 0.2036 loss_giou_4: 0.3452 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:22] d2.utils.events INFO: eta: 1 day, 1:51:10 iter: 120139 total_loss: 6.479 loss_ce: 0.3584 loss_bbox: 0.2196 loss_giou: 0.3763 loss_ce_0: 0.5466 loss_bbox_0: 0.3612 loss_giou_0: 0.5561 loss_ce_1: 0.4617 loss_bbox_1: 0.2644 loss_giou_1: 0.42 loss_ce_2: 0.3931 loss_bbox_2: 0.2378 loss_giou_2: 0.3983 loss_ce_3: 0.3646 loss_bbox_3: 0.2293 loss_giou_3: 0.3847 loss_ce_4: 0.3598 loss_bbox_4: 0.2256 loss_giou_4: 0.3795 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:27] d2.utils.events INFO: eta: 1 day, 1:51:21 iter: 120159 total_loss: 6.014 loss_ce: 0.3167 loss_bbox: 0.1913 loss_giou: 0.3462 loss_ce_0: 0.5153 loss_bbox_0: 0.3272 loss_giou_0: 0.5241 loss_ce_1: 0.4153 loss_bbox_1: 0.2199 loss_giou_1: 0.3881 loss_ce_2: 0.356 loss_bbox_2: 0.1996 loss_giou_2: 0.3591 loss_ce_3: 0.3229 loss_bbox_3: 0.1918 loss_giou_3: 0.3471 loss_ce_4: 0.3111 loss_bbox_4: 0.1888 loss_giou_4: 0.3454 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:33] d2.utils.events INFO: eta: 1 day, 1:50:04 iter: 120179 total_loss: 6.155 loss_ce: 0.3704 loss_bbox: 0.1921 loss_giou: 0.3318 loss_ce_0: 0.5464 loss_bbox_0: 0.3374 loss_giou_0: 0.506 loss_ce_1: 0.4621 loss_bbox_1: 0.2383 loss_giou_1: 0.3794 loss_ce_2: 0.3995 loss_bbox_2: 0.199 loss_giou_2: 0.3501 loss_ce_3: 0.3647 loss_bbox_3: 0.1979 loss_giou_3: 0.3441 loss_ce_4: 0.3639 loss_bbox_4: 0.1945 loss_giou_4: 0.3333 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:39] d2.utils.events INFO: eta: 1 day, 1:49:15 iter: 120199 total_loss: 6.017 loss_ce: 0.3116 loss_bbox: 0.1992 loss_giou: 0.3409 loss_ce_0: 0.5151 loss_bbox_0: 0.3277 loss_giou_0: 0.5227 loss_ce_1: 0.4191 loss_bbox_1: 0.2335 loss_giou_1: 0.3791 loss_ce_2: 0.3578 loss_bbox_2: 0.2162 loss_giou_2: 0.3602 loss_ce_3: 0.3156 loss_bbox_3: 0.2036 loss_giou_3: 0.3454 loss_ce_4: 0.3151 loss_bbox_4: 0.1987 loss_giou_4: 0.3455 time: 0.2803 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:44] d2.utils.events INFO: eta: 1 day, 1:49:21 iter: 120219 total_loss: 6.088 loss_ce: 0.3155 loss_bbox: 0.1935 loss_giou: 0.3541 loss_ce_0: 0.5262 loss_bbox_0: 0.3271 loss_giou_0: 0.5587 loss_ce_1: 0.4158 loss_bbox_1: 0.2281 loss_giou_1: 0.3998 loss_ce_2: 0.3624 loss_bbox_2: 0.2052 loss_giou_2: 0.3755 loss_ce_3: 0.3469 loss_bbox_3: 0.1972 loss_giou_3: 0.3614 loss_ce_4: 0.326 loss_bbox_4: 0.1933 loss_giou_4: 0.3556 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:50] d2.utils.events INFO: eta: 1 day, 1:48:41 iter: 120239 total_loss: 6.205 loss_ce: 0.3477 loss_bbox: 0.2037 loss_giou: 0.3603 loss_ce_0: 0.5347 loss_bbox_0: 0.3402 loss_giou_0: 0.5308 loss_ce_1: 0.4212 loss_bbox_1: 0.2403 loss_giou_1: 0.4078 loss_ce_2: 0.3706 loss_bbox_2: 0.2215 loss_giou_2: 0.383 loss_ce_3: 0.3583 loss_bbox_3: 0.2115 loss_giou_3: 0.3646 loss_ce_4: 0.3477 loss_bbox_4: 0.2072 loss_giou_4: 0.3619 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 23:00:56] d2.utils.events INFO: eta: 1 day, 1:49:30 iter: 120259 total_loss: 6.1 loss_ce: 0.335 loss_bbox: 0.1931 loss_giou: 0.3326 loss_ce_0: 0.5357 loss_bbox_0: 0.3495 loss_giou_0: 0.5253 loss_ce_1: 0.437 loss_bbox_1: 0.2344 loss_giou_1: 0.3825 loss_ce_2: 0.37 loss_bbox_2: 0.2085 loss_giou_2: 0.3499 loss_ce_3: 0.3439 loss_bbox_3: 0.1985 loss_giou_3: 0.3366 loss_ce_4: 0.3393 loss_bbox_4: 0.1972 loss_giou_4: 0.3323 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:01] d2.utils.events INFO: eta: 1 day, 1:48:43 iter: 120279 total_loss: 6.208 loss_ce: 0.3316 loss_bbox: 0.198 loss_giou: 0.3694 loss_ce_0: 0.531 loss_bbox_0: 0.3365 loss_giou_0: 0.5643 loss_ce_1: 0.4369 loss_bbox_1: 0.2283 loss_giou_1: 0.4198 loss_ce_2: 0.3694 loss_bbox_2: 0.2094 loss_giou_2: 0.3864 loss_ce_3: 0.3395 loss_bbox_3: 0.2086 loss_giou_3: 0.3759 loss_ce_4: 0.3291 loss_bbox_4: 0.2015 loss_giou_4: 0.3643 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:07] d2.utils.events INFO: eta: 1 day, 1:48:24 iter: 120299 total_loss: 5.881 loss_ce: 0.3169 loss_bbox: 0.1991 loss_giou: 0.3438 loss_ce_0: 0.5002 loss_bbox_0: 0.3357 loss_giou_0: 0.5135 loss_ce_1: 0.405 loss_bbox_1: 0.2364 loss_giou_1: 0.3803 loss_ce_2: 0.3567 loss_bbox_2: 0.2149 loss_giou_2: 0.361 loss_ce_3: 0.3326 loss_bbox_3: 0.2077 loss_giou_3: 0.3472 loss_ce_4: 0.3196 loss_bbox_4: 0.2013 loss_giou_4: 0.3466 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:13] d2.utils.events INFO: eta: 1 day, 1:47:19 iter: 120319 total_loss: 5.801 loss_ce: 0.337 loss_bbox: 0.1925 loss_giou: 0.3315 loss_ce_0: 0.529 loss_bbox_0: 0.3344 loss_giou_0: 0.5149 loss_ce_1: 0.429 loss_bbox_1: 0.2312 loss_giou_1: 0.3827 loss_ce_2: 0.3718 loss_bbox_2: 0.2124 loss_giou_2: 0.3557 loss_ce_3: 0.3419 loss_bbox_3: 0.2014 loss_giou_3: 0.3398 loss_ce_4: 0.3403 loss_bbox_4: 0.1951 loss_giou_4: 0.3363 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:18] d2.utils.events INFO: eta: 1 day, 1:47:29 iter: 120339 total_loss: 5.852 loss_ce: 0.3123 loss_bbox: 0.1896 loss_giou: 0.3477 loss_ce_0: 0.5034 loss_bbox_0: 0.322 loss_giou_0: 0.5309 loss_ce_1: 0.3985 loss_bbox_1: 0.2192 loss_giou_1: 0.406 loss_ce_2: 0.3578 loss_bbox_2: 0.2024 loss_giou_2: 0.3622 loss_ce_3: 0.3262 loss_bbox_3: 0.1899 loss_giou_3: 0.353 loss_ce_4: 0.3186 loss_bbox_4: 0.189 loss_giou_4: 0.3508 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:24] d2.utils.events INFO: eta: 1 day, 1:47:08 iter: 120359 total_loss: 6.135 loss_ce: 0.3384 loss_bbox: 0.2021 loss_giou: 0.3483 loss_ce_0: 0.5378 loss_bbox_0: 0.331 loss_giou_0: 0.5521 loss_ce_1: 0.4367 loss_bbox_1: 0.2357 loss_giou_1: 0.3935 loss_ce_2: 0.3755 loss_bbox_2: 0.2164 loss_giou_2: 0.3637 loss_ce_3: 0.3457 loss_bbox_3: 0.212 loss_giou_3: 0.3586 loss_ce_4: 0.337 loss_bbox_4: 0.2057 loss_giou_4: 0.3513 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:30] d2.utils.events INFO: eta: 1 day, 1:47:07 iter: 120379 total_loss: 6.357 loss_ce: 0.3317 loss_bbox: 0.199 loss_giou: 0.3531 loss_ce_0: 0.5332 loss_bbox_0: 0.3314 loss_giou_0: 0.5548 loss_ce_1: 0.4348 loss_bbox_1: 0.2297 loss_giou_1: 0.411 loss_ce_2: 0.3706 loss_bbox_2: 0.2066 loss_giou_2: 0.3741 loss_ce_3: 0.3386 loss_bbox_3: 0.2059 loss_giou_3: 0.3625 loss_ce_4: 0.3293 loss_bbox_4: 0.2 loss_giou_4: 0.355 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:36] d2.utils.events INFO: eta: 1 day, 1:46:23 iter: 120399 total_loss: 6.052 loss_ce: 0.3139 loss_bbox: 0.1828 loss_giou: 0.3599 loss_ce_0: 0.5174 loss_bbox_0: 0.3185 loss_giou_0: 0.5504 loss_ce_1: 0.4195 loss_bbox_1: 0.211 loss_giou_1: 0.4067 loss_ce_2: 0.3612 loss_bbox_2: 0.1933 loss_giou_2: 0.3795 loss_ce_3: 0.3254 loss_bbox_3: 0.1885 loss_giou_3: 0.3656 loss_ce_4: 0.3204 loss_bbox_4: 0.1877 loss_giou_4: 0.3615 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:41] d2.utils.events INFO: eta: 1 day, 1:46:43 iter: 120419 total_loss: 6.235 loss_ce: 0.3275 loss_bbox: 0.2134 loss_giou: 0.346 loss_ce_0: 0.5326 loss_bbox_0: 0.3498 loss_giou_0: 0.5319 loss_ce_1: 0.4267 loss_bbox_1: 0.2424 loss_giou_1: 0.3926 loss_ce_2: 0.3649 loss_bbox_2: 0.2184 loss_giou_2: 0.3661 loss_ce_3: 0.3397 loss_bbox_3: 0.2176 loss_giou_3: 0.3554 loss_ce_4: 0.327 loss_bbox_4: 0.2158 loss_giou_4: 0.3477 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:47] d2.utils.events INFO: eta: 1 day, 1:46:27 iter: 120439 total_loss: 6.402 loss_ce: 0.3521 loss_bbox: 0.2053 loss_giou: 0.3475 loss_ce_0: 0.5491 loss_bbox_0: 0.3352 loss_giou_0: 0.5464 loss_ce_1: 0.446 loss_bbox_1: 0.241 loss_giou_1: 0.3944 loss_ce_2: 0.3844 loss_bbox_2: 0.2124 loss_giou_2: 0.3572 loss_ce_3: 0.3496 loss_bbox_3: 0.2036 loss_giou_3: 0.3505 loss_ce_4: 0.3563 loss_bbox_4: 0.206 loss_giou_4: 0.3495 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:53] d2.utils.events INFO: eta: 1 day, 1:46:18 iter: 120459 total_loss: 6.357 loss_ce: 0.3413 loss_bbox: 0.199 loss_giou: 0.3749 loss_ce_0: 0.5284 loss_bbox_0: 0.3443 loss_giou_0: 0.5566 loss_ce_1: 0.4321 loss_bbox_1: 0.2477 loss_giou_1: 0.4348 loss_ce_2: 0.3757 loss_bbox_2: 0.2224 loss_giou_2: 0.3937 loss_ce_3: 0.3422 loss_bbox_3: 0.2151 loss_giou_3: 0.3838 loss_ce_4: 0.3319 loss_bbox_4: 0.2041 loss_giou_4: 0.3793 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:01:58] d2.utils.events INFO: eta: 1 day, 1:45:52 iter: 120479 total_loss: 6.048 loss_ce: 0.3214 loss_bbox: 0.1892 loss_giou: 0.3446 loss_ce_0: 0.5237 loss_bbox_0: 0.3227 loss_giou_0: 0.5427 loss_ce_1: 0.4141 loss_bbox_1: 0.2276 loss_giou_1: 0.3955 loss_ce_2: 0.3501 loss_bbox_2: 0.2028 loss_giou_2: 0.3635 loss_ce_3: 0.3186 loss_bbox_3: 0.1995 loss_giou_3: 0.3457 loss_ce_4: 0.3129 loss_bbox_4: 0.1942 loss_giou_4: 0.3465 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:04] d2.utils.events INFO: eta: 1 day, 1:45:55 iter: 120499 total_loss: 6.008 loss_ce: 0.3183 loss_bbox: 0.1902 loss_giou: 0.3356 loss_ce_0: 0.5176 loss_bbox_0: 0.327 loss_giou_0: 0.534 loss_ce_1: 0.4015 loss_bbox_1: 0.2226 loss_giou_1: 0.3897 loss_ce_2: 0.3563 loss_bbox_2: 0.1996 loss_giou_2: 0.3575 loss_ce_3: 0.3258 loss_bbox_3: 0.1972 loss_giou_3: 0.3483 loss_ce_4: 0.316 loss_bbox_4: 0.1922 loss_giou_4: 0.3356 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:10] d2.utils.events INFO: eta: 1 day, 1:46:01 iter: 120519 total_loss: 6.172 loss_ce: 0.3327 loss_bbox: 0.203 loss_giou: 0.3473 loss_ce_0: 0.5402 loss_bbox_0: 0.3375 loss_giou_0: 0.54 loss_ce_1: 0.4307 loss_bbox_1: 0.2437 loss_giou_1: 0.406 loss_ce_2: 0.3745 loss_bbox_2: 0.2207 loss_giou_2: 0.367 loss_ce_3: 0.3453 loss_bbox_3: 0.2106 loss_giou_3: 0.3507 loss_ce_4: 0.3344 loss_bbox_4: 0.2078 loss_giou_4: 0.3487 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:16] d2.utils.events INFO: eta: 1 day, 1:45:49 iter: 120539 total_loss: 6.147 loss_ce: 0.3339 loss_bbox: 0.1858 loss_giou: 0.3491 loss_ce_0: 0.5244 loss_bbox_0: 0.3267 loss_giou_0: 0.5389 loss_ce_1: 0.4237 loss_bbox_1: 0.2169 loss_giou_1: 0.4027 loss_ce_2: 0.3645 loss_bbox_2: 0.1936 loss_giou_2: 0.367 loss_ce_3: 0.3478 loss_bbox_3: 0.1901 loss_giou_3: 0.3596 loss_ce_4: 0.3377 loss_bbox_4: 0.1924 loss_giou_4: 0.3496 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:21] d2.utils.events INFO: eta: 1 day, 1:45:56 iter: 120559 total_loss: 6.214 loss_ce: 0.3251 loss_bbox: 0.1967 loss_giou: 0.3629 loss_ce_0: 0.5398 loss_bbox_0: 0.3462 loss_giou_0: 0.5623 loss_ce_1: 0.4323 loss_bbox_1: 0.236 loss_giou_1: 0.4148 loss_ce_2: 0.3634 loss_bbox_2: 0.2096 loss_giou_2: 0.3818 loss_ce_3: 0.3378 loss_bbox_3: 0.2048 loss_giou_3: 0.3705 loss_ce_4: 0.3314 loss_bbox_4: 0.1976 loss_giou_4: 0.3644 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:27] d2.utils.events INFO: eta: 1 day, 1:46:06 iter: 120579 total_loss: 6.123 loss_ce: 0.3066 loss_bbox: 0.2015 loss_giou: 0.3494 loss_ce_0: 0.5138 loss_bbox_0: 0.358 loss_giou_0: 0.5381 loss_ce_1: 0.3988 loss_bbox_1: 0.2438 loss_giou_1: 0.3998 loss_ce_2: 0.3425 loss_bbox_2: 0.2237 loss_giou_2: 0.3655 loss_ce_3: 0.3199 loss_bbox_3: 0.217 loss_giou_3: 0.3556 loss_ce_4: 0.3105 loss_bbox_4: 0.2016 loss_giou_4: 0.3499 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:33] d2.utils.events INFO: eta: 1 day, 1:45:42 iter: 120599 total_loss: 5.997 loss_ce: 0.3119 loss_bbox: 0.1935 loss_giou: 0.3403 loss_ce_0: 0.5175 loss_bbox_0: 0.3323 loss_giou_0: 0.4979 loss_ce_1: 0.4079 loss_bbox_1: 0.2356 loss_giou_1: 0.3817 loss_ce_2: 0.3546 loss_bbox_2: 0.2066 loss_giou_2: 0.3525 loss_ce_3: 0.3211 loss_bbox_3: 0.1956 loss_giou_3: 0.347 loss_ce_4: 0.3147 loss_bbox_4: 0.1964 loss_giou_4: 0.338 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:38] d2.utils.events INFO: eta: 1 day, 1:45:54 iter: 120619 total_loss: 6.496 loss_ce: 0.3554 loss_bbox: 0.1983 loss_giou: 0.3572 loss_ce_0: 0.5434 loss_bbox_0: 0.3486 loss_giou_0: 0.5331 loss_ce_1: 0.4552 loss_bbox_1: 0.2431 loss_giou_1: 0.4003 loss_ce_2: 0.3912 loss_bbox_2: 0.21 loss_giou_2: 0.3766 loss_ce_3: 0.3477 loss_bbox_3: 0.1989 loss_giou_3: 0.359 loss_ce_4: 0.3576 loss_bbox_4: 0.1968 loss_giou_4: 0.3603 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:44] d2.utils.events INFO: eta: 1 day, 1:46:15 iter: 120639 total_loss: 6.402 loss_ce: 0.341 loss_bbox: 0.2139 loss_giou: 0.3706 loss_ce_0: 0.5354 loss_bbox_0: 0.3486 loss_giou_0: 0.5507 loss_ce_1: 0.4498 loss_bbox_1: 0.249 loss_giou_1: 0.4239 loss_ce_2: 0.3849 loss_bbox_2: 0.2271 loss_giou_2: 0.3869 loss_ce_3: 0.3484 loss_bbox_3: 0.2215 loss_giou_3: 0.3807 loss_ce_4: 0.3379 loss_bbox_4: 0.2167 loss_giou_4: 0.3716 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:50] d2.utils.events INFO: eta: 1 day, 1:46:09 iter: 120659 total_loss: 5.907 loss_ce: 0.3206 loss_bbox: 0.1883 loss_giou: 0.3375 loss_ce_0: 0.5258 loss_bbox_0: 0.3191 loss_giou_0: 0.5209 loss_ce_1: 0.4253 loss_bbox_1: 0.2243 loss_giou_1: 0.3795 loss_ce_2: 0.367 loss_bbox_2: 0.2118 loss_giou_2: 0.3542 loss_ce_3: 0.3265 loss_bbox_3: 0.1988 loss_giou_3: 0.3441 loss_ce_4: 0.3203 loss_bbox_4: 0.1945 loss_giou_4: 0.3375 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:02:56] d2.utils.events INFO: eta: 1 day, 1:46:09 iter: 120679 total_loss: 5.839 loss_ce: 0.3172 loss_bbox: 0.1839 loss_giou: 0.357 loss_ce_0: 0.5082 loss_bbox_0: 0.3203 loss_giou_0: 0.5477 loss_ce_1: 0.397 loss_bbox_1: 0.2237 loss_giou_1: 0.4001 loss_ce_2: 0.3515 loss_bbox_2: 0.2005 loss_giou_2: 0.3663 loss_ce_3: 0.3211 loss_bbox_3: 0.1935 loss_giou_3: 0.3593 loss_ce_4: 0.3144 loss_bbox_4: 0.1865 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:01] d2.utils.events INFO: eta: 1 day, 1:46:32 iter: 120699 total_loss: 5.917 loss_ce: 0.3419 loss_bbox: 0.1868 loss_giou: 0.3308 loss_ce_0: 0.5317 loss_bbox_0: 0.3255 loss_giou_0: 0.5446 loss_ce_1: 0.431 loss_bbox_1: 0.2197 loss_giou_1: 0.3843 loss_ce_2: 0.3742 loss_bbox_2: 0.1972 loss_giou_2: 0.3546 loss_ce_3: 0.3447 loss_bbox_3: 0.1899 loss_giou_3: 0.3403 loss_ce_4: 0.3412 loss_bbox_4: 0.1901 loss_giou_4: 0.3329 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:07] d2.utils.events INFO: eta: 1 day, 1:45:57 iter: 120719 total_loss: 6.039 loss_ce: 0.3198 loss_bbox: 0.1947 loss_giou: 0.3513 loss_ce_0: 0.5179 loss_bbox_0: 0.3343 loss_giou_0: 0.554 loss_ce_1: 0.4298 loss_bbox_1: 0.2297 loss_giou_1: 0.405 loss_ce_2: 0.3666 loss_bbox_2: 0.2064 loss_giou_2: 0.3679 loss_ce_3: 0.3382 loss_bbox_3: 0.1956 loss_giou_3: 0.357 loss_ce_4: 0.3248 loss_bbox_4: 0.1922 loss_giou_4: 0.3502 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:13] d2.utils.events INFO: eta: 1 day, 1:45:26 iter: 120739 total_loss: 5.88 loss_ce: 0.3289 loss_bbox: 0.199 loss_giou: 0.3339 loss_ce_0: 0.515 loss_bbox_0: 0.3509 loss_giou_0: 0.5244 loss_ce_1: 0.4284 loss_bbox_1: 0.2294 loss_giou_1: 0.3772 loss_ce_2: 0.3671 loss_bbox_2: 0.2141 loss_giou_2: 0.3547 loss_ce_3: 0.3449 loss_bbox_3: 0.2059 loss_giou_3: 0.345 loss_ce_4: 0.3358 loss_bbox_4: 0.2053 loss_giou_4: 0.3373 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:18] d2.utils.events INFO: eta: 1 day, 1:45:15 iter: 120759 total_loss: 5.839 loss_ce: 0.2994 loss_bbox: 0.1947 loss_giou: 0.3478 loss_ce_0: 0.5148 loss_bbox_0: 0.3283 loss_giou_0: 0.5322 loss_ce_1: 0.4133 loss_bbox_1: 0.2224 loss_giou_1: 0.3989 loss_ce_2: 0.3426 loss_bbox_2: 0.2054 loss_giou_2: 0.3631 loss_ce_3: 0.3163 loss_bbox_3: 0.1962 loss_giou_3: 0.3528 loss_ce_4: 0.3065 loss_bbox_4: 0.1944 loss_giou_4: 0.3441 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:24] d2.utils.events INFO: eta: 1 day, 1:45:14 iter: 120779 total_loss: 6.064 loss_ce: 0.3185 loss_bbox: 0.1998 loss_giou: 0.3623 loss_ce_0: 0.531 loss_bbox_0: 0.3415 loss_giou_0: 0.5731 loss_ce_1: 0.4253 loss_bbox_1: 0.249 loss_giou_1: 0.4191 loss_ce_2: 0.364 loss_bbox_2: 0.2207 loss_giou_2: 0.3836 loss_ce_3: 0.3348 loss_bbox_3: 0.2132 loss_giou_3: 0.3734 loss_ce_4: 0.3159 loss_bbox_4: 0.2028 loss_giou_4: 0.3654 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:30] d2.utils.events INFO: eta: 1 day, 1:44:44 iter: 120799 total_loss: 6.351 loss_ce: 0.3506 loss_bbox: 0.2168 loss_giou: 0.3695 loss_ce_0: 0.5467 loss_bbox_0: 0.3533 loss_giou_0: 0.5493 loss_ce_1: 0.4587 loss_bbox_1: 0.2529 loss_giou_1: 0.4152 loss_ce_2: 0.376 loss_bbox_2: 0.226 loss_giou_2: 0.3899 loss_ce_3: 0.3648 loss_bbox_3: 0.2232 loss_giou_3: 0.3706 loss_ce_4: 0.3446 loss_bbox_4: 0.2162 loss_giou_4: 0.3727 time: 0.2803 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:35] d2.utils.events INFO: eta: 1 day, 1:44:39 iter: 120819 total_loss: 6.066 loss_ce: 0.3246 loss_bbox: 0.2068 loss_giou: 0.3776 loss_ce_0: 0.5285 loss_bbox_0: 0.3296 loss_giou_0: 0.5625 loss_ce_1: 0.4153 loss_bbox_1: 0.2337 loss_giou_1: 0.427 loss_ce_2: 0.3644 loss_bbox_2: 0.2178 loss_giou_2: 0.3904 loss_ce_3: 0.3372 loss_bbox_3: 0.213 loss_giou_3: 0.3859 loss_ce_4: 0.327 loss_bbox_4: 0.2089 loss_giou_4: 0.3787 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:41] d2.utils.events INFO: eta: 1 day, 1:44:57 iter: 120839 total_loss: 6.141 loss_ce: 0.3291 loss_bbox: 0.1946 loss_giou: 0.3577 loss_ce_0: 0.5155 loss_bbox_0: 0.336 loss_giou_0: 0.549 loss_ce_1: 0.426 loss_bbox_1: 0.2438 loss_giou_1: 0.4096 loss_ce_2: 0.3645 loss_bbox_2: 0.2158 loss_giou_2: 0.376 loss_ce_3: 0.3362 loss_bbox_3: 0.2032 loss_giou_3: 0.363 loss_ce_4: 0.3348 loss_bbox_4: 0.1957 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:47] d2.utils.events INFO: eta: 1 day, 1:44:27 iter: 120859 total_loss: 6.247 loss_ce: 0.3276 loss_bbox: 0.209 loss_giou: 0.3556 loss_ce_0: 0.5364 loss_bbox_0: 0.3531 loss_giou_0: 0.5516 loss_ce_1: 0.4265 loss_bbox_1: 0.2357 loss_giou_1: 0.4053 loss_ce_2: 0.3709 loss_bbox_2: 0.2191 loss_giou_2: 0.3767 loss_ce_3: 0.3421 loss_bbox_3: 0.2134 loss_giou_3: 0.3635 loss_ce_4: 0.3408 loss_bbox_4: 0.2082 loss_giou_4: 0.3621 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:53] d2.utils.events INFO: eta: 1 day, 1:43:53 iter: 120879 total_loss: 6.146 loss_ce: 0.3482 loss_bbox: 0.2076 loss_giou: 0.3812 loss_ce_0: 0.5477 loss_bbox_0: 0.3466 loss_giou_0: 0.5535 loss_ce_1: 0.4538 loss_bbox_1: 0.2368 loss_giou_1: 0.4223 loss_ce_2: 0.3887 loss_bbox_2: 0.2166 loss_giou_2: 0.3896 loss_ce_3: 0.3612 loss_bbox_3: 0.2097 loss_giou_3: 0.3789 loss_ce_4: 0.3522 loss_bbox_4: 0.2027 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:03:58] d2.utils.events INFO: eta: 1 day, 1:43:54 iter: 120899 total_loss: 5.989 loss_ce: 0.307 loss_bbox: 0.1905 loss_giou: 0.3621 loss_ce_0: 0.5344 loss_bbox_0: 0.3221 loss_giou_0: 0.5569 loss_ce_1: 0.413 loss_bbox_1: 0.2188 loss_giou_1: 0.4291 loss_ce_2: 0.3397 loss_bbox_2: 0.2025 loss_giou_2: 0.392 loss_ce_3: 0.3145 loss_bbox_3: 0.1964 loss_giou_3: 0.3788 loss_ce_4: 0.3069 loss_bbox_4: 0.1915 loss_giou_4: 0.3723 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:04] d2.utils.events INFO: eta: 1 day, 1:44:34 iter: 120919 total_loss: 6.505 loss_ce: 0.3637 loss_bbox: 0.1954 loss_giou: 0.3811 loss_ce_0: 0.5616 loss_bbox_0: 0.3421 loss_giou_0: 0.5771 loss_ce_1: 0.4645 loss_bbox_1: 0.2339 loss_giou_1: 0.4332 loss_ce_2: 0.3989 loss_bbox_2: 0.2029 loss_giou_2: 0.3962 loss_ce_3: 0.3714 loss_bbox_3: 0.2005 loss_giou_3: 0.3807 loss_ce_4: 0.3623 loss_bbox_4: 0.1926 loss_giou_4: 0.3814 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:10] d2.utils.events INFO: eta: 1 day, 1:44:10 iter: 120939 total_loss: 5.998 loss_ce: 0.3386 loss_bbox: 0.2007 loss_giou: 0.3367 loss_ce_0: 0.5198 loss_bbox_0: 0.3472 loss_giou_0: 0.5248 loss_ce_1: 0.4269 loss_bbox_1: 0.2358 loss_giou_1: 0.3832 loss_ce_2: 0.3641 loss_bbox_2: 0.2119 loss_giou_2: 0.3547 loss_ce_3: 0.3467 loss_bbox_3: 0.205 loss_giou_3: 0.3429 loss_ce_4: 0.3345 loss_bbox_4: 0.2004 loss_giou_4: 0.3406 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:15] d2.utils.events INFO: eta: 1 day, 1:44:03 iter: 120959 total_loss: 6.169 loss_ce: 0.3126 loss_bbox: 0.2082 loss_giou: 0.3508 loss_ce_0: 0.5121 loss_bbox_0: 0.3321 loss_giou_0: 0.5291 loss_ce_1: 0.4099 loss_bbox_1: 0.254 loss_giou_1: 0.4059 loss_ce_2: 0.3527 loss_bbox_2: 0.2277 loss_giou_2: 0.3704 loss_ce_3: 0.3216 loss_bbox_3: 0.2197 loss_giou_3: 0.3638 loss_ce_4: 0.3137 loss_bbox_4: 0.2134 loss_giou_4: 0.3541 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:21] d2.utils.events INFO: eta: 1 day, 1:44:13 iter: 120979 total_loss: 5.868 loss_ce: 0.3052 loss_bbox: 0.1913 loss_giou: 0.3614 loss_ce_0: 0.499 loss_bbox_0: 0.3204 loss_giou_0: 0.5551 loss_ce_1: 0.3949 loss_bbox_1: 0.2271 loss_giou_1: 0.4149 loss_ce_2: 0.3402 loss_bbox_2: 0.2047 loss_giou_2: 0.3793 loss_ce_3: 0.3169 loss_bbox_3: 0.199 loss_giou_3: 0.3718 loss_ce_4: 0.3077 loss_bbox_4: 0.1927 loss_giou_4: 0.364 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:27] d2.utils.events INFO: eta: 1 day, 1:44:16 iter: 120999 total_loss: 6.318 loss_ce: 0.3458 loss_bbox: 0.2097 loss_giou: 0.3705 loss_ce_0: 0.5342 loss_bbox_0: 0.341 loss_giou_0: 0.577 loss_ce_1: 0.4271 loss_bbox_1: 0.2402 loss_giou_1: 0.4294 loss_ce_2: 0.3658 loss_bbox_2: 0.2211 loss_giou_2: 0.3926 loss_ce_3: 0.3405 loss_bbox_3: 0.2176 loss_giou_3: 0.3802 loss_ce_4: 0.3401 loss_bbox_4: 0.2091 loss_giou_4: 0.3793 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:33] d2.utils.events INFO: eta: 1 day, 1:43:54 iter: 121019 total_loss: 5.799 loss_ce: 0.3186 loss_bbox: 0.1863 loss_giou: 0.3367 loss_ce_0: 0.5283 loss_bbox_0: 0.322 loss_giou_0: 0.52 loss_ce_1: 0.4038 loss_bbox_1: 0.2128 loss_giou_1: 0.3677 loss_ce_2: 0.3585 loss_bbox_2: 0.1954 loss_giou_2: 0.3457 loss_ce_3: 0.3239 loss_bbox_3: 0.1856 loss_giou_3: 0.3422 loss_ce_4: 0.3137 loss_bbox_4: 0.1859 loss_giou_4: 0.337 time: 0.2803 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:38] d2.utils.events INFO: eta: 1 day, 1:44:05 iter: 121039 total_loss: 6.118 loss_ce: 0.3115 loss_bbox: 0.2037 loss_giou: 0.3623 loss_ce_0: 0.5425 loss_bbox_0: 0.3461 loss_giou_0: 0.5442 loss_ce_1: 0.42 loss_bbox_1: 0.2584 loss_giou_1: 0.4082 loss_ce_2: 0.3582 loss_bbox_2: 0.2254 loss_giou_2: 0.3808 loss_ce_3: 0.3338 loss_bbox_3: 0.2096 loss_giou_3: 0.3718 loss_ce_4: 0.3158 loss_bbox_4: 0.206 loss_giou_4: 0.366 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:44] d2.utils.events INFO: eta: 1 day, 1:44:06 iter: 121059 total_loss: 6.026 loss_ce: 0.3216 loss_bbox: 0.2003 loss_giou: 0.329 loss_ce_0: 0.5174 loss_bbox_0: 0.3488 loss_giou_0: 0.5107 loss_ce_1: 0.417 loss_bbox_1: 0.2445 loss_giou_1: 0.3755 loss_ce_2: 0.3537 loss_bbox_2: 0.2214 loss_giou_2: 0.3482 loss_ce_3: 0.3374 loss_bbox_3: 0.2054 loss_giou_3: 0.3347 loss_ce_4: 0.3255 loss_bbox_4: 0.2017 loss_giou_4: 0.3329 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:50] d2.utils.events INFO: eta: 1 day, 1:44:16 iter: 121079 total_loss: 6.165 loss_ce: 0.317 loss_bbox: 0.1905 loss_giou: 0.3637 loss_ce_0: 0.5324 loss_bbox_0: 0.3351 loss_giou_0: 0.5444 loss_ce_1: 0.4114 loss_bbox_1: 0.2299 loss_giou_1: 0.4058 loss_ce_2: 0.3618 loss_bbox_2: 0.2052 loss_giou_2: 0.3776 loss_ce_3: 0.3348 loss_bbox_3: 0.1972 loss_giou_3: 0.3649 loss_ce_4: 0.3223 loss_bbox_4: 0.1935 loss_giou_4: 0.3641 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:04:55] d2.utils.events INFO: eta: 1 day, 1:44:06 iter: 121099 total_loss: 6.145 loss_ce: 0.3148 loss_bbox: 0.2025 loss_giou: 0.3529 loss_ce_0: 0.5227 loss_bbox_0: 0.3447 loss_giou_0: 0.57 loss_ce_1: 0.4124 loss_bbox_1: 0.2353 loss_giou_1: 0.4225 loss_ce_2: 0.3497 loss_bbox_2: 0.2069 loss_giou_2: 0.381 loss_ce_3: 0.3282 loss_bbox_3: 0.2055 loss_giou_3: 0.3686 loss_ce_4: 0.3199 loss_bbox_4: 0.2044 loss_giou_4: 0.3561 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:01] d2.utils.events INFO: eta: 1 day, 1:43:56 iter: 121119 total_loss: 5.951 loss_ce: 0.3041 loss_bbox: 0.2008 loss_giou: 0.3335 loss_ce_0: 0.511 loss_bbox_0: 0.3321 loss_giou_0: 0.5087 loss_ce_1: 0.4208 loss_bbox_1: 0.2366 loss_giou_1: 0.3807 loss_ce_2: 0.3588 loss_bbox_2: 0.2114 loss_giou_2: 0.3482 loss_ce_3: 0.318 loss_bbox_3: 0.2092 loss_giou_3: 0.3332 loss_ce_4: 0.3113 loss_bbox_4: 0.2049 loss_giou_4: 0.3333 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:07] d2.utils.events INFO: eta: 1 day, 1:43:55 iter: 121139 total_loss: 5.832 loss_ce: 0.3019 loss_bbox: 0.1893 loss_giou: 0.3286 loss_ce_0: 0.5038 loss_bbox_0: 0.3218 loss_giou_0: 0.5028 loss_ce_1: 0.3936 loss_bbox_1: 0.2256 loss_giou_1: 0.3663 loss_ce_2: 0.3273 loss_bbox_2: 0.2034 loss_giou_2: 0.3452 loss_ce_3: 0.3111 loss_bbox_3: 0.199 loss_giou_3: 0.3339 loss_ce_4: 0.2985 loss_bbox_4: 0.1909 loss_giou_4: 0.3334 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:12] d2.utils.events INFO: eta: 1 day, 1:43:38 iter: 121159 total_loss: 6.075 loss_ce: 0.3263 loss_bbox: 0.2013 loss_giou: 0.3392 loss_ce_0: 0.5425 loss_bbox_0: 0.3322 loss_giou_0: 0.5274 loss_ce_1: 0.443 loss_bbox_1: 0.2356 loss_giou_1: 0.3829 loss_ce_2: 0.3721 loss_bbox_2: 0.2179 loss_giou_2: 0.3556 loss_ce_3: 0.3333 loss_bbox_3: 0.2083 loss_giou_3: 0.3514 loss_ce_4: 0.3313 loss_bbox_4: 0.2033 loss_giou_4: 0.3435 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:18] d2.utils.events INFO: eta: 1 day, 1:43:29 iter: 121179 total_loss: 5.938 loss_ce: 0.3137 loss_bbox: 0.2016 loss_giou: 0.3174 loss_ce_0: 0.5277 loss_bbox_0: 0.34 loss_giou_0: 0.5091 loss_ce_1: 0.4327 loss_bbox_1: 0.2335 loss_giou_1: 0.376 loss_ce_2: 0.3604 loss_bbox_2: 0.2138 loss_giou_2: 0.3446 loss_ce_3: 0.3224 loss_bbox_3: 0.2088 loss_giou_3: 0.3278 loss_ce_4: 0.3164 loss_bbox_4: 0.2052 loss_giou_4: 0.3234 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:24] d2.utils.events INFO: eta: 1 day, 1:43:30 iter: 121199 total_loss: 6.246 loss_ce: 0.3524 loss_bbox: 0.2128 loss_giou: 0.3526 loss_ce_0: 0.5562 loss_bbox_0: 0.3429 loss_giou_0: 0.5242 loss_ce_1: 0.4553 loss_bbox_1: 0.25 loss_giou_1: 0.3967 loss_ce_2: 0.386 loss_bbox_2: 0.224 loss_giou_2: 0.3686 loss_ce_3: 0.3597 loss_bbox_3: 0.2165 loss_giou_3: 0.363 loss_ce_4: 0.3528 loss_bbox_4: 0.2151 loss_giou_4: 0.3545 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:29] d2.utils.events INFO: eta: 1 day, 1:43:28 iter: 121219 total_loss: 6.136 loss_ce: 0.3264 loss_bbox: 0.2081 loss_giou: 0.3513 loss_ce_0: 0.5492 loss_bbox_0: 0.3391 loss_giou_0: 0.5322 loss_ce_1: 0.4394 loss_bbox_1: 0.2531 loss_giou_1: 0.4105 loss_ce_2: 0.3686 loss_bbox_2: 0.2262 loss_giou_2: 0.3684 loss_ce_3: 0.3367 loss_bbox_3: 0.2128 loss_giou_3: 0.3576 loss_ce_4: 0.3289 loss_bbox_4: 0.2113 loss_giou_4: 0.3527 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:35] d2.utils.events INFO: eta: 1 day, 1:43:31 iter: 121239 total_loss: 6.182 loss_ce: 0.3384 loss_bbox: 0.2064 loss_giou: 0.3641 loss_ce_0: 0.5204 loss_bbox_0: 0.3342 loss_giou_0: 0.5469 loss_ce_1: 0.446 loss_bbox_1: 0.2407 loss_giou_1: 0.4074 loss_ce_2: 0.3763 loss_bbox_2: 0.2167 loss_giou_2: 0.3733 loss_ce_3: 0.3475 loss_bbox_3: 0.208 loss_giou_3: 0.3653 loss_ce_4: 0.3468 loss_bbox_4: 0.2084 loss_giou_4: 0.3658 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:41] d2.utils.events INFO: eta: 1 day, 1:43:25 iter: 121259 total_loss: 6.054 loss_ce: 0.3237 loss_bbox: 0.1989 loss_giou: 0.357 loss_ce_0: 0.5411 loss_bbox_0: 0.3411 loss_giou_0: 0.5376 loss_ce_1: 0.4296 loss_bbox_1: 0.2442 loss_giou_1: 0.3997 loss_ce_2: 0.3686 loss_bbox_2: 0.2138 loss_giou_2: 0.3669 loss_ce_3: 0.3399 loss_bbox_3: 0.2062 loss_giou_3: 0.36 loss_ce_4: 0.3217 loss_bbox_4: 0.1979 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:47] d2.utils.events INFO: eta: 1 day, 1:43:48 iter: 121279 total_loss: 6.042 loss_ce: 0.3393 loss_bbox: 0.21 loss_giou: 0.3457 loss_ce_0: 0.5285 loss_bbox_0: 0.339 loss_giou_0: 0.5358 loss_ce_1: 0.4358 loss_bbox_1: 0.2362 loss_giou_1: 0.3926 loss_ce_2: 0.382 loss_bbox_2: 0.2196 loss_giou_2: 0.3505 loss_ce_3: 0.3463 loss_bbox_3: 0.2108 loss_giou_3: 0.3469 loss_ce_4: 0.34 loss_bbox_4: 0.2077 loss_giou_4: 0.3434 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:52] d2.utils.events INFO: eta: 1 day, 1:43:45 iter: 121299 total_loss: 6.104 loss_ce: 0.3264 loss_bbox: 0.2037 loss_giou: 0.3712 loss_ce_0: 0.5202 loss_bbox_0: 0.3402 loss_giou_0: 0.5603 loss_ce_1: 0.4146 loss_bbox_1: 0.2329 loss_giou_1: 0.4208 loss_ce_2: 0.3437 loss_bbox_2: 0.2164 loss_giou_2: 0.3822 loss_ce_3: 0.3235 loss_bbox_3: 0.2067 loss_giou_3: 0.3749 loss_ce_4: 0.319 loss_bbox_4: 0.2048 loss_giou_4: 0.3682 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 23:05:58] d2.utils.events INFO: eta: 1 day, 1:44:21 iter: 121319 total_loss: 6.126 loss_ce: 0.3296 loss_bbox: 0.1933 loss_giou: 0.342 loss_ce_0: 0.5259 loss_bbox_0: 0.3341 loss_giou_0: 0.5402 loss_ce_1: 0.432 loss_bbox_1: 0.2242 loss_giou_1: 0.3927 loss_ce_2: 0.3678 loss_bbox_2: 0.2056 loss_giou_2: 0.3589 loss_ce_3: 0.3372 loss_bbox_3: 0.2 loss_giou_3: 0.3515 loss_ce_4: 0.334 loss_bbox_4: 0.195 loss_giou_4: 0.3474 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:04] d2.utils.events INFO: eta: 1 day, 1:44:08 iter: 121339 total_loss: 6.513 loss_ce: 0.3462 loss_bbox: 0.1915 loss_giou: 0.3826 loss_ce_0: 0.5285 loss_bbox_0: 0.3486 loss_giou_0: 0.5886 loss_ce_1: 0.436 loss_bbox_1: 0.2303 loss_giou_1: 0.4404 loss_ce_2: 0.3748 loss_bbox_2: 0.2075 loss_giou_2: 0.4098 loss_ce_3: 0.3537 loss_bbox_3: 0.1981 loss_giou_3: 0.3951 loss_ce_4: 0.3434 loss_bbox_4: 0.1917 loss_giou_4: 0.3861 time: 0.2803 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:09] d2.utils.events INFO: eta: 1 day, 1:44:02 iter: 121359 total_loss: 6.047 loss_ce: 0.3237 loss_bbox: 0.1943 loss_giou: 0.3569 loss_ce_0: 0.5166 loss_bbox_0: 0.3338 loss_giou_0: 0.559 loss_ce_1: 0.4226 loss_bbox_1: 0.2205 loss_giou_1: 0.4079 loss_ce_2: 0.3725 loss_bbox_2: 0.2083 loss_giou_2: 0.3776 loss_ce_3: 0.3421 loss_bbox_3: 0.2002 loss_giou_3: 0.3682 loss_ce_4: 0.3337 loss_bbox_4: 0.1971 loss_giou_4: 0.36 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:15] d2.utils.events INFO: eta: 1 day, 1:44:11 iter: 121379 total_loss: 6.236 loss_ce: 0.3138 loss_bbox: 0.1936 loss_giou: 0.3779 loss_ce_0: 0.5266 loss_bbox_0: 0.3336 loss_giou_0: 0.5544 loss_ce_1: 0.4201 loss_bbox_1: 0.2294 loss_giou_1: 0.4158 loss_ce_2: 0.3575 loss_bbox_2: 0.2044 loss_giou_2: 0.3894 loss_ce_3: 0.3319 loss_bbox_3: 0.1991 loss_giou_3: 0.3798 loss_ce_4: 0.3176 loss_bbox_4: 0.1969 loss_giou_4: 0.3781 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:21] d2.utils.events INFO: eta: 1 day, 1:43:58 iter: 121399 total_loss: 5.967 loss_ce: 0.3337 loss_bbox: 0.197 loss_giou: 0.3397 loss_ce_0: 0.539 loss_bbox_0: 0.3474 loss_giou_0: 0.5356 loss_ce_1: 0.4361 loss_bbox_1: 0.2301 loss_giou_1: 0.3946 loss_ce_2: 0.3734 loss_bbox_2: 0.2075 loss_giou_2: 0.3598 loss_ce_3: 0.3347 loss_bbox_3: 0.2013 loss_giou_3: 0.3478 loss_ce_4: 0.3302 loss_bbox_4: 0.1981 loss_giou_4: 0.347 time: 0.2803 data_time: 0.0362 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:27] d2.utils.events INFO: eta: 1 day, 1:43:37 iter: 121419 total_loss: 6.119 loss_ce: 0.3306 loss_bbox: 0.1883 loss_giou: 0.3418 loss_ce_0: 0.5231 loss_bbox_0: 0.3278 loss_giou_0: 0.5383 loss_ce_1: 0.4249 loss_bbox_1: 0.2334 loss_giou_1: 0.3975 loss_ce_2: 0.3709 loss_bbox_2: 0.2116 loss_giou_2: 0.3632 loss_ce_3: 0.3478 loss_bbox_3: 0.2062 loss_giou_3: 0.3506 loss_ce_4: 0.3323 loss_bbox_4: 0.1934 loss_giou_4: 0.346 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:32] d2.utils.events INFO: eta: 1 day, 1:43:16 iter: 121439 total_loss: 6.021 loss_ce: 0.323 loss_bbox: 0.1854 loss_giou: 0.3433 loss_ce_0: 0.5231 loss_bbox_0: 0.3322 loss_giou_0: 0.5144 loss_ce_1: 0.4222 loss_bbox_1: 0.2146 loss_giou_1: 0.392 loss_ce_2: 0.3699 loss_bbox_2: 0.1936 loss_giou_2: 0.3531 loss_ce_3: 0.3468 loss_bbox_3: 0.185 loss_giou_3: 0.3365 loss_ce_4: 0.329 loss_bbox_4: 0.1862 loss_giou_4: 0.3409 time: 0.2803 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:38] d2.utils.events INFO: eta: 1 day, 1:43:34 iter: 121459 total_loss: 6.02 loss_ce: 0.3059 loss_bbox: 0.1997 loss_giou: 0.3422 loss_ce_0: 0.5225 loss_bbox_0: 0.3405 loss_giou_0: 0.5323 loss_ce_1: 0.3998 loss_bbox_1: 0.2334 loss_giou_1: 0.4033 loss_ce_2: 0.3629 loss_bbox_2: 0.213 loss_giou_2: 0.365 loss_ce_3: 0.3288 loss_bbox_3: 0.2027 loss_giou_3: 0.3533 loss_ce_4: 0.3124 loss_bbox_4: 0.2093 loss_giou_4: 0.3455 time: 0.2803 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:44] d2.utils.events INFO: eta: 1 day, 1:43:16 iter: 121479 total_loss: 6.248 loss_ce: 0.3149 loss_bbox: 0.1955 loss_giou: 0.3685 loss_ce_0: 0.5121 loss_bbox_0: 0.3152 loss_giou_0: 0.5468 loss_ce_1: 0.4063 loss_bbox_1: 0.2232 loss_giou_1: 0.4161 loss_ce_2: 0.3601 loss_bbox_2: 0.2075 loss_giou_2: 0.3805 loss_ce_3: 0.3281 loss_bbox_3: 0.2024 loss_giou_3: 0.3732 loss_ce_4: 0.314 loss_bbox_4: 0.1987 loss_giou_4: 0.3757 time: 0.2803 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:49] d2.utils.events INFO: eta: 1 day, 1:43:10 iter: 121499 total_loss: 6.064 loss_ce: 0.3036 loss_bbox: 0.1894 loss_giou: 0.3498 loss_ce_0: 0.5119 loss_bbox_0: 0.3381 loss_giou_0: 0.5442 loss_ce_1: 0.4036 loss_bbox_1: 0.2304 loss_giou_1: 0.4088 loss_ce_2: 0.3532 loss_bbox_2: 0.2073 loss_giou_2: 0.3763 loss_ce_3: 0.3216 loss_bbox_3: 0.1947 loss_giou_3: 0.3599 loss_ce_4: 0.303 loss_bbox_4: 0.1902 loss_giou_4: 0.3519 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:06:55] d2.utils.events INFO: eta: 1 day, 1:43:09 iter: 121519 total_loss: 6.144 loss_ce: 0.3083 loss_bbox: 0.203 loss_giou: 0.3723 loss_ce_0: 0.5056 loss_bbox_0: 0.3289 loss_giou_0: 0.5553 loss_ce_1: 0.3982 loss_bbox_1: 0.2396 loss_giou_1: 0.4283 loss_ce_2: 0.3431 loss_bbox_2: 0.2131 loss_giou_2: 0.3999 loss_ce_3: 0.3224 loss_bbox_3: 0.2042 loss_giou_3: 0.3815 loss_ce_4: 0.3029 loss_bbox_4: 0.2001 loss_giou_4: 0.3765 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:01] d2.utils.events INFO: eta: 1 day, 1:43:03 iter: 121539 total_loss: 6.111 loss_ce: 0.3277 loss_bbox: 0.2037 loss_giou: 0.3835 loss_ce_0: 0.5217 loss_bbox_0: 0.331 loss_giou_0: 0.5617 loss_ce_1: 0.4147 loss_bbox_1: 0.2284 loss_giou_1: 0.4276 loss_ce_2: 0.3594 loss_bbox_2: 0.2149 loss_giou_2: 0.3953 loss_ce_3: 0.3385 loss_bbox_3: 0.2026 loss_giou_3: 0.3885 loss_ce_4: 0.3294 loss_bbox_4: 0.2048 loss_giou_4: 0.3831 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:07] d2.utils.events INFO: eta: 1 day, 1:42:51 iter: 121559 total_loss: 6.218 loss_ce: 0.3309 loss_bbox: 0.2124 loss_giou: 0.3566 loss_ce_0: 0.5313 loss_bbox_0: 0.3383 loss_giou_0: 0.5266 loss_ce_1: 0.4298 loss_bbox_1: 0.2511 loss_giou_1: 0.3932 loss_ce_2: 0.3736 loss_bbox_2: 0.2197 loss_giou_2: 0.3683 loss_ce_3: 0.3424 loss_bbox_3: 0.2157 loss_giou_3: 0.3661 loss_ce_4: 0.3381 loss_bbox_4: 0.2153 loss_giou_4: 0.3622 time: 0.2803 data_time: 0.0353 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:12] d2.utils.events INFO: eta: 1 day, 1:42:23 iter: 121579 total_loss: 6.419 loss_ce: 0.347 loss_bbox: 0.1996 loss_giou: 0.3599 loss_ce_0: 0.5481 loss_bbox_0: 0.3246 loss_giou_0: 0.5488 loss_ce_1: 0.4382 loss_bbox_1: 0.2361 loss_giou_1: 0.4092 loss_ce_2: 0.3778 loss_bbox_2: 0.2137 loss_giou_2: 0.3755 loss_ce_3: 0.3565 loss_bbox_3: 0.2004 loss_giou_3: 0.3718 loss_ce_4: 0.3377 loss_bbox_4: 0.1992 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:18] d2.utils.events INFO: eta: 1 day, 1:42:20 iter: 121599 total_loss: 5.955 loss_ce: 0.3233 loss_bbox: 0.2011 loss_giou: 0.3499 loss_ce_0: 0.5185 loss_bbox_0: 0.3514 loss_giou_0: 0.5234 loss_ce_1: 0.4244 loss_bbox_1: 0.2383 loss_giou_1: 0.3906 loss_ce_2: 0.3537 loss_bbox_2: 0.2172 loss_giou_2: 0.3585 loss_ce_3: 0.3299 loss_bbox_3: 0.2121 loss_giou_3: 0.3516 loss_ce_4: 0.3224 loss_bbox_4: 0.206 loss_giou_4: 0.3457 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:24] d2.utils.events INFO: eta: 1 day, 1:42:12 iter: 121619 total_loss: 5.923 loss_ce: 0.3272 loss_bbox: 0.1929 loss_giou: 0.3303 loss_ce_0: 0.5122 loss_bbox_0: 0.3278 loss_giou_0: 0.5438 loss_ce_1: 0.4257 loss_bbox_1: 0.2305 loss_giou_1: 0.3842 loss_ce_2: 0.3618 loss_bbox_2: 0.2039 loss_giou_2: 0.3487 loss_ce_3: 0.3373 loss_bbox_3: 0.1974 loss_giou_3: 0.338 loss_ce_4: 0.3263 loss_bbox_4: 0.1952 loss_giou_4: 0.3351 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:29] d2.utils.events INFO: eta: 1 day, 1:41:58 iter: 121639 total_loss: 6.335 loss_ce: 0.3398 loss_bbox: 0.2128 loss_giou: 0.3626 loss_ce_0: 0.5251 loss_bbox_0: 0.3479 loss_giou_0: 0.5583 loss_ce_1: 0.453 loss_bbox_1: 0.2509 loss_giou_1: 0.4221 loss_ce_2: 0.3839 loss_bbox_2: 0.2303 loss_giou_2: 0.388 loss_ce_3: 0.3484 loss_bbox_3: 0.2225 loss_giou_3: 0.3717 loss_ce_4: 0.3361 loss_bbox_4: 0.2172 loss_giou_4: 0.3606 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:35] d2.utils.events INFO: eta: 1 day, 1:41:56 iter: 121659 total_loss: 6.441 loss_ce: 0.345 loss_bbox: 0.199 loss_giou: 0.3946 loss_ce_0: 0.5228 loss_bbox_0: 0.3445 loss_giou_0: 0.5814 loss_ce_1: 0.4364 loss_bbox_1: 0.2305 loss_giou_1: 0.4486 loss_ce_2: 0.3812 loss_bbox_2: 0.2097 loss_giou_2: 0.4114 loss_ce_3: 0.3513 loss_bbox_3: 0.2031 loss_giou_3: 0.4042 loss_ce_4: 0.3398 loss_bbox_4: 0.1985 loss_giou_4: 0.3936 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:41] d2.utils.events INFO: eta: 1 day, 1:41:54 iter: 121679 total_loss: 6.255 loss_ce: 0.3321 loss_bbox: 0.2053 loss_giou: 0.3636 loss_ce_0: 0.5246 loss_bbox_0: 0.3325 loss_giou_0: 0.5518 loss_ce_1: 0.4329 loss_bbox_1: 0.2377 loss_giou_1: 0.4061 loss_ce_2: 0.3829 loss_bbox_2: 0.2146 loss_giou_2: 0.3842 loss_ce_3: 0.3425 loss_bbox_3: 0.208 loss_giou_3: 0.3684 loss_ce_4: 0.334 loss_bbox_4: 0.2048 loss_giou_4: 0.3653 time: 0.2803 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:47] d2.utils.events INFO: eta: 1 day, 1:41:45 iter: 121699 total_loss: 6.285 loss_ce: 0.3363 loss_bbox: 0.2027 loss_giou: 0.3554 loss_ce_0: 0.5326 loss_bbox_0: 0.3368 loss_giou_0: 0.5456 loss_ce_1: 0.4413 loss_bbox_1: 0.238 loss_giou_1: 0.3955 loss_ce_2: 0.3781 loss_bbox_2: 0.2238 loss_giou_2: 0.3778 loss_ce_3: 0.3506 loss_bbox_3: 0.208 loss_giou_3: 0.3627 loss_ce_4: 0.3367 loss_bbox_4: 0.2036 loss_giou_4: 0.3569 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:52] d2.utils.events INFO: eta: 1 day, 1:41:40 iter: 121719 total_loss: 6.272 loss_ce: 0.3421 loss_bbox: 0.206 loss_giou: 0.3584 loss_ce_0: 0.5243 loss_bbox_0: 0.3447 loss_giou_0: 0.5497 loss_ce_1: 0.4303 loss_bbox_1: 0.2423 loss_giou_1: 0.3992 loss_ce_2: 0.3738 loss_bbox_2: 0.2164 loss_giou_2: 0.3763 loss_ce_3: 0.3511 loss_bbox_3: 0.2055 loss_giou_3: 0.3666 loss_ce_4: 0.3398 loss_bbox_4: 0.209 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 23:07:58] d2.utils.events INFO: eta: 1 day, 1:41:37 iter: 121739 total_loss: 6.139 loss_ce: 0.3221 loss_bbox: 0.2008 loss_giou: 0.3581 loss_ce_0: 0.5268 loss_bbox_0: 0.3349 loss_giou_0: 0.5662 loss_ce_1: 0.4153 loss_bbox_1: 0.2288 loss_giou_1: 0.4305 loss_ce_2: 0.3576 loss_bbox_2: 0.2086 loss_giou_2: 0.3892 loss_ce_3: 0.3251 loss_bbox_3: 0.2044 loss_giou_3: 0.3714 loss_ce_4: 0.323 loss_bbox_4: 0.2063 loss_giou_4: 0.3597 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:04] d2.utils.events INFO: eta: 1 day, 1:41:32 iter: 121759 total_loss: 6.043 loss_ce: 0.3332 loss_bbox: 0.1916 loss_giou: 0.356 loss_ce_0: 0.5157 loss_bbox_0: 0.3294 loss_giou_0: 0.5431 loss_ce_1: 0.4255 loss_bbox_1: 0.2352 loss_giou_1: 0.4101 loss_ce_2: 0.3631 loss_bbox_2: 0.2144 loss_giou_2: 0.3757 loss_ce_3: 0.3317 loss_bbox_3: 0.2007 loss_giou_3: 0.3636 loss_ce_4: 0.3292 loss_bbox_4: 0.194 loss_giou_4: 0.3538 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:09] d2.utils.events INFO: eta: 1 day, 1:41:25 iter: 121779 total_loss: 5.967 loss_ce: 0.3112 loss_bbox: 0.1879 loss_giou: 0.354 loss_ce_0: 0.5043 loss_bbox_0: 0.344 loss_giou_0: 0.5396 loss_ce_1: 0.4185 loss_bbox_1: 0.2249 loss_giou_1: 0.4031 loss_ce_2: 0.3469 loss_bbox_2: 0.2098 loss_giou_2: 0.3739 loss_ce_3: 0.3227 loss_bbox_3: 0.2002 loss_giou_3: 0.3646 loss_ce_4: 0.3145 loss_bbox_4: 0.1926 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:15] d2.utils.events INFO: eta: 1 day, 1:41:20 iter: 121799 total_loss: 6.237 loss_ce: 0.3334 loss_bbox: 0.2068 loss_giou: 0.3648 loss_ce_0: 0.5291 loss_bbox_0: 0.3338 loss_giou_0: 0.5597 loss_ce_1: 0.4237 loss_bbox_1: 0.2402 loss_giou_1: 0.4186 loss_ce_2: 0.3667 loss_bbox_2: 0.2218 loss_giou_2: 0.3825 loss_ce_3: 0.3473 loss_bbox_3: 0.2151 loss_giou_3: 0.3786 loss_ce_4: 0.3391 loss_bbox_4: 0.2094 loss_giou_4: 0.3687 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:21] d2.utils.events INFO: eta: 1 day, 1:40:59 iter: 121819 total_loss: 6.1 loss_ce: 0.3295 loss_bbox: 0.2019 loss_giou: 0.3661 loss_ce_0: 0.5268 loss_bbox_0: 0.3474 loss_giou_0: 0.5549 loss_ce_1: 0.4367 loss_bbox_1: 0.2344 loss_giou_1: 0.4074 loss_ce_2: 0.3767 loss_bbox_2: 0.2135 loss_giou_2: 0.3794 loss_ce_3: 0.3336 loss_bbox_3: 0.205 loss_giou_3: 0.3702 loss_ce_4: 0.3226 loss_bbox_4: 0.206 loss_giou_4: 0.3669 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:26] d2.utils.events INFO: eta: 1 day, 1:40:53 iter: 121839 total_loss: 6.307 loss_ce: 0.3525 loss_bbox: 0.2136 loss_giou: 0.3554 loss_ce_0: 0.5242 loss_bbox_0: 0.3315 loss_giou_0: 0.5099 loss_ce_1: 0.4418 loss_bbox_1: 0.242 loss_giou_1: 0.4068 loss_ce_2: 0.3924 loss_bbox_2: 0.2215 loss_giou_2: 0.3721 loss_ce_3: 0.3666 loss_bbox_3: 0.2134 loss_giou_3: 0.3594 loss_ce_4: 0.361 loss_bbox_4: 0.2107 loss_giou_4: 0.3522 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:32] d2.utils.events INFO: eta: 1 day, 1:41:00 iter: 121859 total_loss: 6.224 loss_ce: 0.3322 loss_bbox: 0.2071 loss_giou: 0.3762 loss_ce_0: 0.5276 loss_bbox_0: 0.3493 loss_giou_0: 0.5559 loss_ce_1: 0.4255 loss_bbox_1: 0.2441 loss_giou_1: 0.4165 loss_ce_2: 0.3691 loss_bbox_2: 0.2208 loss_giou_2: 0.379 loss_ce_3: 0.3449 loss_bbox_3: 0.2134 loss_giou_3: 0.3784 loss_ce_4: 0.3265 loss_bbox_4: 0.2079 loss_giou_4: 0.3718 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:38] d2.utils.events INFO: eta: 1 day, 1:41:01 iter: 121879 total_loss: 6.133 loss_ce: 0.3371 loss_bbox: 0.192 loss_giou: 0.3618 loss_ce_0: 0.5408 loss_bbox_0: 0.3536 loss_giou_0: 0.5627 loss_ce_1: 0.4237 loss_bbox_1: 0.2296 loss_giou_1: 0.4122 loss_ce_2: 0.3722 loss_bbox_2: 0.2092 loss_giou_2: 0.3747 loss_ce_3: 0.3482 loss_bbox_3: 0.2007 loss_giou_3: 0.3705 loss_ce_4: 0.3336 loss_bbox_4: 0.1928 loss_giou_4: 0.3632 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:43] d2.utils.events INFO: eta: 1 day, 1:40:46 iter: 121899 total_loss: 5.861 loss_ce: 0.3132 loss_bbox: 0.191 loss_giou: 0.3568 loss_ce_0: 0.5038 loss_bbox_0: 0.3335 loss_giou_0: 0.526 loss_ce_1: 0.3928 loss_bbox_1: 0.2356 loss_giou_1: 0.4001 loss_ce_2: 0.331 loss_bbox_2: 0.2042 loss_giou_2: 0.3722 loss_ce_3: 0.3159 loss_bbox_3: 0.1959 loss_giou_3: 0.3654 loss_ce_4: 0.3125 loss_bbox_4: 0.1966 loss_giou_4: 0.3572 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:49] d2.utils.events INFO: eta: 1 day, 1:40:13 iter: 121919 total_loss: 6.133 loss_ce: 0.325 loss_bbox: 0.21 loss_giou: 0.3601 loss_ce_0: 0.5195 loss_bbox_0: 0.3407 loss_giou_0: 0.5318 loss_ce_1: 0.4115 loss_bbox_1: 0.2396 loss_giou_1: 0.407 loss_ce_2: 0.356 loss_bbox_2: 0.2215 loss_giou_2: 0.3779 loss_ce_3: 0.3384 loss_bbox_3: 0.2156 loss_giou_3: 0.3635 loss_ce_4: 0.3221 loss_bbox_4: 0.2139 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 23:08:55] d2.utils.events INFO: eta: 1 day, 1:40:25 iter: 121939 total_loss: 6.119 loss_ce: 0.319 loss_bbox: 0.2017 loss_giou: 0.3543 loss_ce_0: 0.5102 loss_bbox_0: 0.3486 loss_giou_0: 0.5408 loss_ce_1: 0.4118 loss_bbox_1: 0.2485 loss_giou_1: 0.4041 loss_ce_2: 0.3491 loss_bbox_2: 0.2249 loss_giou_2: 0.3786 loss_ce_3: 0.3348 loss_bbox_3: 0.2126 loss_giou_3: 0.3635 loss_ce_4: 0.3219 loss_bbox_4: 0.2086 loss_giou_4: 0.3576 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:00] d2.utils.events INFO: eta: 1 day, 1:40:19 iter: 121959 total_loss: 5.982 loss_ce: 0.3455 loss_bbox: 0.1921 loss_giou: 0.3207 loss_ce_0: 0.5286 loss_bbox_0: 0.3336 loss_giou_0: 0.5184 loss_ce_1: 0.4387 loss_bbox_1: 0.2247 loss_giou_1: 0.3792 loss_ce_2: 0.3748 loss_bbox_2: 0.205 loss_giou_2: 0.3435 loss_ce_3: 0.3486 loss_bbox_3: 0.1967 loss_giou_3: 0.3287 loss_ce_4: 0.3466 loss_bbox_4: 0.1957 loss_giou_4: 0.3268 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:06] d2.utils.events INFO: eta: 1 day, 1:40:04 iter: 121979 total_loss: 6.024 loss_ce: 0.3323 loss_bbox: 0.1931 loss_giou: 0.3515 loss_ce_0: 0.5263 loss_bbox_0: 0.3247 loss_giou_0: 0.5291 loss_ce_1: 0.4238 loss_bbox_1: 0.226 loss_giou_1: 0.3911 loss_ce_2: 0.3632 loss_bbox_2: 0.2053 loss_giou_2: 0.3565 loss_ce_3: 0.3412 loss_bbox_3: 0.1976 loss_giou_3: 0.3528 loss_ce_4: 0.3351 loss_bbox_4: 0.1955 loss_giou_4: 0.3518 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:12] d2.utils.events INFO: eta: 1 day, 1:39:50 iter: 121999 total_loss: 6.246 loss_ce: 0.3222 loss_bbox: 0.1964 loss_giou: 0.3759 loss_ce_0: 0.5257 loss_bbox_0: 0.3249 loss_giou_0: 0.5826 loss_ce_1: 0.4311 loss_bbox_1: 0.2269 loss_giou_1: 0.423 loss_ce_2: 0.3627 loss_bbox_2: 0.2067 loss_giou_2: 0.3906 loss_ce_3: 0.3337 loss_bbox_3: 0.2001 loss_giou_3: 0.3788 loss_ce_4: 0.3195 loss_bbox_4: 0.1973 loss_giou_4: 0.3771 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:18] d2.utils.events INFO: eta: 1 day, 1:39:42 iter: 122019 total_loss: 6.154 loss_ce: 0.3408 loss_bbox: 0.1977 loss_giou: 0.3507 loss_ce_0: 0.5224 loss_bbox_0: 0.3139 loss_giou_0: 0.5241 loss_ce_1: 0.4203 loss_bbox_1: 0.2261 loss_giou_1: 0.3972 loss_ce_2: 0.376 loss_bbox_2: 0.2133 loss_giou_2: 0.3683 loss_ce_3: 0.3493 loss_bbox_3: 0.2032 loss_giou_3: 0.3609 loss_ce_4: 0.3398 loss_bbox_4: 0.2024 loss_giou_4: 0.3503 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:23] d2.utils.events INFO: eta: 1 day, 1:39:36 iter: 122039 total_loss: 6.065 loss_ce: 0.3227 loss_bbox: 0.1818 loss_giou: 0.3441 loss_ce_0: 0.5282 loss_bbox_0: 0.3178 loss_giou_0: 0.528 loss_ce_1: 0.4217 loss_bbox_1: 0.2275 loss_giou_1: 0.387 loss_ce_2: 0.3535 loss_bbox_2: 0.193 loss_giou_2: 0.3572 loss_ce_3: 0.3263 loss_bbox_3: 0.1857 loss_giou_3: 0.3475 loss_ce_4: 0.3201 loss_bbox_4: 0.184 loss_giou_4: 0.3463 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:29] d2.utils.events INFO: eta: 1 day, 1:39:30 iter: 122059 total_loss: 5.992 loss_ce: 0.3249 loss_bbox: 0.1928 loss_giou: 0.3526 loss_ce_0: 0.5247 loss_bbox_0: 0.3379 loss_giou_0: 0.5558 loss_ce_1: 0.4325 loss_bbox_1: 0.2343 loss_giou_1: 0.4054 loss_ce_2: 0.3678 loss_bbox_2: 0.2134 loss_giou_2: 0.3737 loss_ce_3: 0.3332 loss_bbox_3: 0.2013 loss_giou_3: 0.3604 loss_ce_4: 0.3267 loss_bbox_4: 0.1965 loss_giou_4: 0.3562 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:35] d2.utils.events INFO: eta: 1 day, 1:39:12 iter: 122079 total_loss: 6.125 loss_ce: 0.3201 loss_bbox: 0.1992 loss_giou: 0.3645 loss_ce_0: 0.5288 loss_bbox_0: 0.3342 loss_giou_0: 0.566 loss_ce_1: 0.4262 loss_bbox_1: 0.2288 loss_giou_1: 0.4231 loss_ce_2: 0.381 loss_bbox_2: 0.214 loss_giou_2: 0.3958 loss_ce_3: 0.3329 loss_bbox_3: 0.2077 loss_giou_3: 0.3758 loss_ce_4: 0.3119 loss_bbox_4: 0.2021 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:40] d2.utils.events INFO: eta: 1 day, 1:39:19 iter: 122099 total_loss: 5.992 loss_ce: 0.3319 loss_bbox: 0.1971 loss_giou: 0.347 loss_ce_0: 0.5185 loss_bbox_0: 0.3278 loss_giou_0: 0.5193 loss_ce_1: 0.4067 loss_bbox_1: 0.2343 loss_giou_1: 0.4008 loss_ce_2: 0.3684 loss_bbox_2: 0.2104 loss_giou_2: 0.3726 loss_ce_3: 0.342 loss_bbox_3: 0.2083 loss_giou_3: 0.3545 loss_ce_4: 0.3356 loss_bbox_4: 0.2005 loss_giou_4: 0.3529 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:46] d2.utils.events INFO: eta: 1 day, 1:39:25 iter: 122119 total_loss: 6.226 loss_ce: 0.3309 loss_bbox: 0.1989 loss_giou: 0.3458 loss_ce_0: 0.5209 loss_bbox_0: 0.3411 loss_giou_0: 0.5391 loss_ce_1: 0.4282 loss_bbox_1: 0.2285 loss_giou_1: 0.391 loss_ce_2: 0.348 loss_bbox_2: 0.2168 loss_giou_2: 0.3665 loss_ce_3: 0.3443 loss_bbox_3: 0.2095 loss_giou_3: 0.3506 loss_ce_4: 0.3329 loss_bbox_4: 0.2035 loss_giou_4: 0.3484 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:52] d2.utils.events INFO: eta: 1 day, 1:39:39 iter: 122139 total_loss: 6.255 loss_ce: 0.3467 loss_bbox: 0.1945 loss_giou: 0.3564 loss_ce_0: 0.5237 loss_bbox_0: 0.331 loss_giou_0: 0.5426 loss_ce_1: 0.4227 loss_bbox_1: 0.2308 loss_giou_1: 0.4012 loss_ce_2: 0.3728 loss_bbox_2: 0.2159 loss_giou_2: 0.3795 loss_ce_3: 0.3445 loss_bbox_3: 0.204 loss_giou_3: 0.3692 loss_ce_4: 0.3472 loss_bbox_4: 0.2016 loss_giou_4: 0.3619 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 23:09:58] d2.utils.events INFO: eta: 1 day, 1:39:27 iter: 122159 total_loss: 5.916 loss_ce: 0.3233 loss_bbox: 0.182 loss_giou: 0.3349 loss_ce_0: 0.5305 loss_bbox_0: 0.3189 loss_giou_0: 0.5502 loss_ce_1: 0.4273 loss_bbox_1: 0.2213 loss_giou_1: 0.381 loss_ce_2: 0.3676 loss_bbox_2: 0.1955 loss_giou_2: 0.3543 loss_ce_3: 0.3306 loss_bbox_3: 0.19 loss_giou_3: 0.3434 loss_ce_4: 0.3254 loss_bbox_4: 0.1876 loss_giou_4: 0.3351 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:03] d2.utils.events INFO: eta: 1 day, 1:39:25 iter: 122179 total_loss: 6.17 loss_ce: 0.3426 loss_bbox: 0.1928 loss_giou: 0.3541 loss_ce_0: 0.5485 loss_bbox_0: 0.339 loss_giou_0: 0.5524 loss_ce_1: 0.4365 loss_bbox_1: 0.2346 loss_giou_1: 0.4219 loss_ce_2: 0.3767 loss_bbox_2: 0.2116 loss_giou_2: 0.3837 loss_ce_3: 0.3442 loss_bbox_3: 0.1963 loss_giou_3: 0.3582 loss_ce_4: 0.3398 loss_bbox_4: 0.1938 loss_giou_4: 0.3575 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:09] d2.utils.events INFO: eta: 1 day, 1:39:22 iter: 122199 total_loss: 5.907 loss_ce: 0.334 loss_bbox: 0.1989 loss_giou: 0.3521 loss_ce_0: 0.5311 loss_bbox_0: 0.3129 loss_giou_0: 0.5231 loss_ce_1: 0.4211 loss_bbox_1: 0.2207 loss_giou_1: 0.4021 loss_ce_2: 0.365 loss_bbox_2: 0.2072 loss_giou_2: 0.3731 loss_ce_3: 0.3401 loss_bbox_3: 0.2003 loss_giou_3: 0.3621 loss_ce_4: 0.3326 loss_bbox_4: 0.196 loss_giou_4: 0.3547 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:15] d2.utils.events INFO: eta: 1 day, 1:39:10 iter: 122219 total_loss: 6.171 loss_ce: 0.315 loss_bbox: 0.2099 loss_giou: 0.3658 loss_ce_0: 0.5189 loss_bbox_0: 0.3475 loss_giou_0: 0.5565 loss_ce_1: 0.4084 loss_bbox_1: 0.2356 loss_giou_1: 0.4325 loss_ce_2: 0.3523 loss_bbox_2: 0.227 loss_giou_2: 0.392 loss_ce_3: 0.3178 loss_bbox_3: 0.2222 loss_giou_3: 0.373 loss_ce_4: 0.309 loss_bbox_4: 0.2146 loss_giou_4: 0.3673 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:20] d2.utils.events INFO: eta: 1 day, 1:39:05 iter: 122239 total_loss: 6.32 loss_ce: 0.3476 loss_bbox: 0.2144 loss_giou: 0.3719 loss_ce_0: 0.5325 loss_bbox_0: 0.3483 loss_giou_0: 0.5649 loss_ce_1: 0.4304 loss_bbox_1: 0.2495 loss_giou_1: 0.4227 loss_ce_2: 0.3746 loss_bbox_2: 0.2265 loss_giou_2: 0.3828 loss_ce_3: 0.3485 loss_bbox_3: 0.2206 loss_giou_3: 0.3754 loss_ce_4: 0.3484 loss_bbox_4: 0.2202 loss_giou_4: 0.3722 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:26] d2.utils.events INFO: eta: 1 day, 1:39:07 iter: 122259 total_loss: 6.03 loss_ce: 0.3337 loss_bbox: 0.1927 loss_giou: 0.3368 loss_ce_0: 0.5269 loss_bbox_0: 0.3237 loss_giou_0: 0.5745 loss_ce_1: 0.4186 loss_bbox_1: 0.2368 loss_giou_1: 0.4037 loss_ce_2: 0.363 loss_bbox_2: 0.21 loss_giou_2: 0.357 loss_ce_3: 0.3368 loss_bbox_3: 0.2033 loss_giou_3: 0.3531 loss_ce_4: 0.3357 loss_bbox_4: 0.1993 loss_giou_4: 0.3411 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:32] d2.utils.events INFO: eta: 1 day, 1:38:40 iter: 122279 total_loss: 5.979 loss_ce: 0.324 loss_bbox: 0.204 loss_giou: 0.3405 loss_ce_0: 0.5108 loss_bbox_0: 0.3493 loss_giou_0: 0.5371 loss_ce_1: 0.4234 loss_bbox_1: 0.2389 loss_giou_1: 0.3841 loss_ce_2: 0.3592 loss_bbox_2: 0.2187 loss_giou_2: 0.3503 loss_ce_3: 0.3291 loss_bbox_3: 0.215 loss_giou_3: 0.3464 loss_ce_4: 0.3271 loss_bbox_4: 0.2102 loss_giou_4: 0.3428 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:37] d2.utils.events INFO: eta: 1 day, 1:38:28 iter: 122299 total_loss: 6.299 loss_ce: 0.3342 loss_bbox: 0.206 loss_giou: 0.3677 loss_ce_0: 0.5341 loss_bbox_0: 0.3507 loss_giou_0: 0.5626 loss_ce_1: 0.4345 loss_bbox_1: 0.2427 loss_giou_1: 0.4105 loss_ce_2: 0.3703 loss_bbox_2: 0.2176 loss_giou_2: 0.3867 loss_ce_3: 0.3454 loss_bbox_3: 0.2105 loss_giou_3: 0.3775 loss_ce_4: 0.3392 loss_bbox_4: 0.2096 loss_giou_4: 0.3729 time: 0.2803 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:43] d2.utils.events INFO: eta: 1 day, 1:38:04 iter: 122319 total_loss: 5.81 loss_ce: 0.3093 loss_bbox: 0.18 loss_giou: 0.3242 loss_ce_0: 0.5272 loss_bbox_0: 0.3212 loss_giou_0: 0.4932 loss_ce_1: 0.423 loss_bbox_1: 0.212 loss_giou_1: 0.3725 loss_ce_2: 0.3495 loss_bbox_2: 0.1901 loss_giou_2: 0.3403 loss_ce_3: 0.3189 loss_bbox_3: 0.1889 loss_giou_3: 0.335 loss_ce_4: 0.3091 loss_bbox_4: 0.1837 loss_giou_4: 0.3246 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:49] d2.utils.events INFO: eta: 1 day, 1:38:02 iter: 122339 total_loss: 6.176 loss_ce: 0.3559 loss_bbox: 0.2025 loss_giou: 0.3389 loss_ce_0: 0.5413 loss_bbox_0: 0.3523 loss_giou_0: 0.5366 loss_ce_1: 0.444 loss_bbox_1: 0.2458 loss_giou_1: 0.4008 loss_ce_2: 0.389 loss_bbox_2: 0.2159 loss_giou_2: 0.3647 loss_ce_3: 0.3612 loss_bbox_3: 0.2131 loss_giou_3: 0.3523 loss_ce_4: 0.3559 loss_bbox_4: 0.2083 loss_giou_4: 0.3419 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:10:54] d2.utils.events INFO: eta: 1 day, 1:37:59 iter: 122359 total_loss: 6.273 loss_ce: 0.3418 loss_bbox: 0.1879 loss_giou: 0.3736 loss_ce_0: 0.5356 loss_bbox_0: 0.3398 loss_giou_0: 0.5912 loss_ce_1: 0.4346 loss_bbox_1: 0.2216 loss_giou_1: 0.4218 loss_ce_2: 0.3773 loss_bbox_2: 0.1997 loss_giou_2: 0.3865 loss_ce_3: 0.3533 loss_bbox_3: 0.1971 loss_giou_3: 0.3772 loss_ce_4: 0.3398 loss_bbox_4: 0.1909 loss_giou_4: 0.3741 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:00] d2.utils.events INFO: eta: 1 day, 1:37:44 iter: 122379 total_loss: 6.338 loss_ce: 0.3509 loss_bbox: 0.1955 loss_giou: 0.3632 loss_ce_0: 0.5425 loss_bbox_0: 0.3239 loss_giou_0: 0.5596 loss_ce_1: 0.4505 loss_bbox_1: 0.2323 loss_giou_1: 0.421 loss_ce_2: 0.3919 loss_bbox_2: 0.2062 loss_giou_2: 0.3893 loss_ce_3: 0.3645 loss_bbox_3: 0.1999 loss_giou_3: 0.3772 loss_ce_4: 0.3555 loss_bbox_4: 0.1965 loss_giou_4: 0.3667 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:06] d2.utils.events INFO: eta: 1 day, 1:37:55 iter: 122399 total_loss: 6.088 loss_ce: 0.3353 loss_bbox: 0.1867 loss_giou: 0.3311 loss_ce_0: 0.5222 loss_bbox_0: 0.3172 loss_giou_0: 0.5372 loss_ce_1: 0.4314 loss_bbox_1: 0.2263 loss_giou_1: 0.4034 loss_ce_2: 0.3742 loss_bbox_2: 0.1996 loss_giou_2: 0.3576 loss_ce_3: 0.3416 loss_bbox_3: 0.1921 loss_giou_3: 0.344 loss_ce_4: 0.3312 loss_bbox_4: 0.1891 loss_giou_4: 0.337 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:11] d2.utils.events INFO: eta: 1 day, 1:37:58 iter: 122419 total_loss: 5.936 loss_ce: 0.3009 loss_bbox: 0.1922 loss_giou: 0.3354 loss_ce_0: 0.5352 loss_bbox_0: 0.3344 loss_giou_0: 0.5425 loss_ce_1: 0.4316 loss_bbox_1: 0.2224 loss_giou_1: 0.3901 loss_ce_2: 0.346 loss_bbox_2: 0.2098 loss_giou_2: 0.3535 loss_ce_3: 0.3287 loss_bbox_3: 0.1987 loss_giou_3: 0.342 loss_ce_4: 0.3103 loss_bbox_4: 0.1918 loss_giou_4: 0.3373 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:17] d2.utils.events INFO: eta: 1 day, 1:38:06 iter: 122439 total_loss: 6.249 loss_ce: 0.337 loss_bbox: 0.1997 loss_giou: 0.3428 loss_ce_0: 0.5316 loss_bbox_0: 0.353 loss_giou_0: 0.5321 loss_ce_1: 0.44 loss_bbox_1: 0.2472 loss_giou_1: 0.3945 loss_ce_2: 0.3824 loss_bbox_2: 0.2172 loss_giou_2: 0.3577 loss_ce_3: 0.3517 loss_bbox_3: 0.212 loss_giou_3: 0.3508 loss_ce_4: 0.3412 loss_bbox_4: 0.2027 loss_giou_4: 0.3414 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:23] d2.utils.events INFO: eta: 1 day, 1:37:48 iter: 122459 total_loss: 6.279 loss_ce: 0.3273 loss_bbox: 0.2137 loss_giou: 0.3558 loss_ce_0: 0.5153 loss_bbox_0: 0.3424 loss_giou_0: 0.5793 loss_ce_1: 0.4283 loss_bbox_1: 0.2423 loss_giou_1: 0.4135 loss_ce_2: 0.3711 loss_bbox_2: 0.2265 loss_giou_2: 0.375 loss_ce_3: 0.3432 loss_bbox_3: 0.2144 loss_giou_3: 0.3668 loss_ce_4: 0.3311 loss_bbox_4: 0.2109 loss_giou_4: 0.3592 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:29] d2.utils.events INFO: eta: 1 day, 1:37:51 iter: 122479 total_loss: 6.301 loss_ce: 0.3523 loss_bbox: 0.2024 loss_giou: 0.3565 loss_ce_0: 0.5351 loss_bbox_0: 0.3586 loss_giou_0: 0.5458 loss_ce_1: 0.4398 loss_bbox_1: 0.2396 loss_giou_1: 0.4076 loss_ce_2: 0.3944 loss_bbox_2: 0.2154 loss_giou_2: 0.3701 loss_ce_3: 0.345 loss_bbox_3: 0.2076 loss_giou_3: 0.3614 loss_ce_4: 0.3533 loss_bbox_4: 0.2056 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:34] d2.utils.events INFO: eta: 1 day, 1:37:36 iter: 122499 total_loss: 6.156 loss_ce: 0.344 loss_bbox: 0.205 loss_giou: 0.3486 loss_ce_0: 0.5496 loss_bbox_0: 0.3596 loss_giou_0: 0.5522 loss_ce_1: 0.4406 loss_bbox_1: 0.2447 loss_giou_1: 0.4074 loss_ce_2: 0.3948 loss_bbox_2: 0.2203 loss_giou_2: 0.3701 loss_ce_3: 0.356 loss_bbox_3: 0.2077 loss_giou_3: 0.3591 loss_ce_4: 0.3508 loss_bbox_4: 0.2067 loss_giou_4: 0.3547 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:40] d2.utils.events INFO: eta: 1 day, 1:37:21 iter: 122519 total_loss: 6.385 loss_ce: 0.3221 loss_bbox: 0.1863 loss_giou: 0.37 loss_ce_0: 0.5174 loss_bbox_0: 0.3198 loss_giou_0: 0.581 loss_ce_1: 0.4197 loss_bbox_1: 0.2187 loss_giou_1: 0.4263 loss_ce_2: 0.351 loss_bbox_2: 0.198 loss_giou_2: 0.3889 loss_ce_3: 0.326 loss_bbox_3: 0.1891 loss_giou_3: 0.3783 loss_ce_4: 0.3231 loss_bbox_4: 0.1888 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:46] d2.utils.events INFO: eta: 1 day, 1:37:15 iter: 122539 total_loss: 6.31 loss_ce: 0.3422 loss_bbox: 0.1965 loss_giou: 0.3698 loss_ce_0: 0.5295 loss_bbox_0: 0.3391 loss_giou_0: 0.5562 loss_ce_1: 0.4396 loss_bbox_1: 0.2347 loss_giou_1: 0.4036 loss_ce_2: 0.3769 loss_bbox_2: 0.2105 loss_giou_2: 0.3666 loss_ce_3: 0.3474 loss_bbox_3: 0.2021 loss_giou_3: 0.3674 loss_ce_4: 0.3411 loss_bbox_4: 0.2014 loss_giou_4: 0.3671 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:52] d2.utils.events INFO: eta: 1 day, 1:37:05 iter: 122559 total_loss: 6.4 loss_ce: 0.3475 loss_bbox: 0.1876 loss_giou: 0.3693 loss_ce_0: 0.5535 loss_bbox_0: 0.3382 loss_giou_0: 0.5551 loss_ce_1: 0.4391 loss_bbox_1: 0.2365 loss_giou_1: 0.4151 loss_ce_2: 0.3846 loss_bbox_2: 0.2083 loss_giou_2: 0.3886 loss_ce_3: 0.3616 loss_bbox_3: 0.1916 loss_giou_3: 0.3756 loss_ce_4: 0.3497 loss_bbox_4: 0.1887 loss_giou_4: 0.3718 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 23:11:57] d2.utils.events INFO: eta: 1 day, 1:37:10 iter: 122579 total_loss: 6.41 loss_ce: 0.3195 loss_bbox: 0.2083 loss_giou: 0.3556 loss_ce_0: 0.5376 loss_bbox_0: 0.3348 loss_giou_0: 0.5501 loss_ce_1: 0.4365 loss_bbox_1: 0.2399 loss_giou_1: 0.4136 loss_ce_2: 0.3586 loss_bbox_2: 0.2213 loss_giou_2: 0.3801 loss_ce_3: 0.3382 loss_bbox_3: 0.2113 loss_giou_3: 0.3625 loss_ce_4: 0.3276 loss_bbox_4: 0.2088 loss_giou_4: 0.3623 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:03] d2.utils.events INFO: eta: 1 day, 1:36:59 iter: 122599 total_loss: 6.231 loss_ce: 0.3307 loss_bbox: 0.2095 loss_giou: 0.3692 loss_ce_0: 0.5437 loss_bbox_0: 0.3231 loss_giou_0: 0.5428 loss_ce_1: 0.4246 loss_bbox_1: 0.2301 loss_giou_1: 0.4065 loss_ce_2: 0.3651 loss_bbox_2: 0.2169 loss_giou_2: 0.3807 loss_ce_3: 0.3466 loss_bbox_3: 0.211 loss_giou_3: 0.3728 loss_ce_4: 0.3297 loss_bbox_4: 0.2124 loss_giou_4: 0.3749 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:09] d2.utils.events INFO: eta: 1 day, 1:36:53 iter: 122619 total_loss: 6.228 loss_ce: 0.3345 loss_bbox: 0.1997 loss_giou: 0.3572 loss_ce_0: 0.5448 loss_bbox_0: 0.3344 loss_giou_0: 0.5652 loss_ce_1: 0.4362 loss_bbox_1: 0.2353 loss_giou_1: 0.4035 loss_ce_2: 0.3809 loss_bbox_2: 0.2082 loss_giou_2: 0.3808 loss_ce_3: 0.3552 loss_bbox_3: 0.2088 loss_giou_3: 0.3656 loss_ce_4: 0.3373 loss_bbox_4: 0.2033 loss_giou_4: 0.3631 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:14] d2.utils.events INFO: eta: 1 day, 1:36:48 iter: 122639 total_loss: 6.04 loss_ce: 0.3486 loss_bbox: 0.187 loss_giou: 0.3359 loss_ce_0: 0.5368 loss_bbox_0: 0.3293 loss_giou_0: 0.5278 loss_ce_1: 0.4384 loss_bbox_1: 0.2288 loss_giou_1: 0.3877 loss_ce_2: 0.3813 loss_bbox_2: 0.204 loss_giou_2: 0.3547 loss_ce_3: 0.3538 loss_bbox_3: 0.1908 loss_giou_3: 0.345 loss_ce_4: 0.3465 loss_bbox_4: 0.1898 loss_giou_4: 0.3386 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:20] d2.utils.events INFO: eta: 1 day, 1:36:48 iter: 122659 total_loss: 6.069 loss_ce: 0.3262 loss_bbox: 0.2006 loss_giou: 0.3382 loss_ce_0: 0.5291 loss_bbox_0: 0.3357 loss_giou_0: 0.5363 loss_ce_1: 0.4203 loss_bbox_1: 0.2267 loss_giou_1: 0.3941 loss_ce_2: 0.3727 loss_bbox_2: 0.2095 loss_giou_2: 0.3519 loss_ce_3: 0.3428 loss_bbox_3: 0.2038 loss_giou_3: 0.3425 loss_ce_4: 0.3312 loss_bbox_4: 0.2018 loss_giou_4: 0.3396 time: 0.2803 data_time: 0.0178 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:26] d2.utils.events INFO: eta: 1 day, 1:36:28 iter: 122679 total_loss: 6.095 loss_ce: 0.3369 loss_bbox: 0.2039 loss_giou: 0.3537 loss_ce_0: 0.5243 loss_bbox_0: 0.3213 loss_giou_0: 0.5431 loss_ce_1: 0.4225 loss_bbox_1: 0.2262 loss_giou_1: 0.4055 loss_ce_2: 0.3746 loss_bbox_2: 0.211 loss_giou_2: 0.3716 loss_ce_3: 0.3587 loss_bbox_3: 0.2083 loss_giou_3: 0.3602 loss_ce_4: 0.3445 loss_bbox_4: 0.2028 loss_giou_4: 0.359 time: 0.2803 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:31] d2.utils.events INFO: eta: 1 day, 1:36:21 iter: 122699 total_loss: 6.403 loss_ce: 0.3391 loss_bbox: 0.2142 loss_giou: 0.3725 loss_ce_0: 0.5331 loss_bbox_0: 0.3516 loss_giou_0: 0.5801 loss_ce_1: 0.4374 loss_bbox_1: 0.252 loss_giou_1: 0.4313 loss_ce_2: 0.3755 loss_bbox_2: 0.2225 loss_giou_2: 0.3919 loss_ce_3: 0.3401 loss_bbox_3: 0.2172 loss_giou_3: 0.3813 loss_ce_4: 0.3364 loss_bbox_4: 0.2153 loss_giou_4: 0.3741 time: 0.2803 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:37] d2.utils.events INFO: eta: 1 day, 1:36:09 iter: 122719 total_loss: 6.293 loss_ce: 0.3568 loss_bbox: 0.197 loss_giou: 0.3544 loss_ce_0: 0.5326 loss_bbox_0: 0.3335 loss_giou_0: 0.5533 loss_ce_1: 0.4342 loss_bbox_1: 0.2335 loss_giou_1: 0.4111 loss_ce_2: 0.3906 loss_bbox_2: 0.2152 loss_giou_2: 0.3804 loss_ce_3: 0.3644 loss_bbox_3: 0.206 loss_giou_3: 0.3595 loss_ce_4: 0.3531 loss_bbox_4: 0.2003 loss_giou_4: 0.3572 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:43] d2.utils.events INFO: eta: 1 day, 1:36:03 iter: 122739 total_loss: 6.191 loss_ce: 0.3344 loss_bbox: 0.2054 loss_giou: 0.3611 loss_ce_0: 0.5245 loss_bbox_0: 0.3333 loss_giou_0: 0.5403 loss_ce_1: 0.4478 loss_bbox_1: 0.2268 loss_giou_1: 0.4047 loss_ce_2: 0.3735 loss_bbox_2: 0.22 loss_giou_2: 0.3777 loss_ce_3: 0.3472 loss_bbox_3: 0.211 loss_giou_3: 0.365 loss_ce_4: 0.3386 loss_bbox_4: 0.2069 loss_giou_4: 0.3621 time: 0.2803 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:48] d2.utils.events INFO: eta: 1 day, 1:35:40 iter: 122759 total_loss: 5.976 loss_ce: 0.3217 loss_bbox: 0.201 loss_giou: 0.333 loss_ce_0: 0.5124 loss_bbox_0: 0.3462 loss_giou_0: 0.5253 loss_ce_1: 0.4268 loss_bbox_1: 0.2272 loss_giou_1: 0.3734 loss_ce_2: 0.3518 loss_bbox_2: 0.2054 loss_giou_2: 0.3524 loss_ce_3: 0.3295 loss_bbox_3: 0.2025 loss_giou_3: 0.3426 loss_ce_4: 0.3191 loss_bbox_4: 0.1963 loss_giou_4: 0.3347 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 23:12:54] d2.utils.events INFO: eta: 1 day, 1:35:53 iter: 122779 total_loss: 6.034 loss_ce: 0.3055 loss_bbox: 0.195 loss_giou: 0.3505 loss_ce_0: 0.5059 loss_bbox_0: 0.3309 loss_giou_0: 0.5512 loss_ce_1: 0.4111 loss_bbox_1: 0.2288 loss_giou_1: 0.3968 loss_ce_2: 0.3495 loss_bbox_2: 0.2059 loss_giou_2: 0.377 loss_ce_3: 0.3087 loss_bbox_3: 0.2066 loss_giou_3: 0.3673 loss_ce_4: 0.3023 loss_bbox_4: 0.1987 loss_giou_4: 0.36 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:00] d2.utils.events INFO: eta: 1 day, 1:35:48 iter: 122799 total_loss: 6.008 loss_ce: 0.3224 loss_bbox: 0.1838 loss_giou: 0.3264 loss_ce_0: 0.5198 loss_bbox_0: 0.3146 loss_giou_0: 0.5154 loss_ce_1: 0.4427 loss_bbox_1: 0.2124 loss_giou_1: 0.3848 loss_ce_2: 0.3608 loss_bbox_2: 0.1897 loss_giou_2: 0.3488 loss_ce_3: 0.3397 loss_bbox_3: 0.1862 loss_giou_3: 0.3402 loss_ce_4: 0.3255 loss_bbox_4: 0.1844 loss_giou_4: 0.3284 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:06] d2.utils.events INFO: eta: 1 day, 1:35:48 iter: 122819 total_loss: 6.181 loss_ce: 0.3205 loss_bbox: 0.1924 loss_giou: 0.3711 loss_ce_0: 0.5133 loss_bbox_0: 0.3378 loss_giou_0: 0.5803 loss_ce_1: 0.4297 loss_bbox_1: 0.2334 loss_giou_1: 0.4217 loss_ce_2: 0.3652 loss_bbox_2: 0.2126 loss_giou_2: 0.3858 loss_ce_3: 0.3323 loss_bbox_3: 0.2035 loss_giou_3: 0.3797 loss_ce_4: 0.3231 loss_bbox_4: 0.1951 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:11] d2.utils.events INFO: eta: 1 day, 1:35:28 iter: 122839 total_loss: 6.205 loss_ce: 0.3442 loss_bbox: 0.2095 loss_giou: 0.3414 loss_ce_0: 0.5426 loss_bbox_0: 0.3725 loss_giou_0: 0.5378 loss_ce_1: 0.4515 loss_bbox_1: 0.2457 loss_giou_1: 0.3875 loss_ce_2: 0.3761 loss_bbox_2: 0.2206 loss_giou_2: 0.3616 loss_ce_3: 0.3576 loss_bbox_3: 0.2148 loss_giou_3: 0.3599 loss_ce_4: 0.3485 loss_bbox_4: 0.2116 loss_giou_4: 0.348 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:17] d2.utils.events INFO: eta: 1 day, 1:35:22 iter: 122859 total_loss: 6.152 loss_ce: 0.3133 loss_bbox: 0.192 loss_giou: 0.3576 loss_ce_0: 0.5056 loss_bbox_0: 0.3308 loss_giou_0: 0.5449 loss_ce_1: 0.4112 loss_bbox_1: 0.2307 loss_giou_1: 0.4078 loss_ce_2: 0.3536 loss_bbox_2: 0.2106 loss_giou_2: 0.3772 loss_ce_3: 0.3282 loss_bbox_3: 0.2002 loss_giou_3: 0.3646 loss_ce_4: 0.3188 loss_bbox_4: 0.1971 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:23] d2.utils.events INFO: eta: 1 day, 1:34:51 iter: 122879 total_loss: 6.228 loss_ce: 0.3479 loss_bbox: 0.2053 loss_giou: 0.3481 loss_ce_0: 0.5409 loss_bbox_0: 0.3376 loss_giou_0: 0.5385 loss_ce_1: 0.4373 loss_bbox_1: 0.2379 loss_giou_1: 0.3979 loss_ce_2: 0.3733 loss_bbox_2: 0.22 loss_giou_2: 0.3688 loss_ce_3: 0.3556 loss_bbox_3: 0.2148 loss_giou_3: 0.3559 loss_ce_4: 0.3533 loss_bbox_4: 0.2096 loss_giou_4: 0.3459 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:28] d2.utils.events INFO: eta: 1 day, 1:34:32 iter: 122899 total_loss: 6.115 loss_ce: 0.3344 loss_bbox: 0.1976 loss_giou: 0.3551 loss_ce_0: 0.5204 loss_bbox_0: 0.3381 loss_giou_0: 0.5552 loss_ce_1: 0.4291 loss_bbox_1: 0.2245 loss_giou_1: 0.4024 loss_ce_2: 0.3679 loss_bbox_2: 0.2121 loss_giou_2: 0.3779 loss_ce_3: 0.3409 loss_bbox_3: 0.2035 loss_giou_3: 0.3677 loss_ce_4: 0.3251 loss_bbox_4: 0.2004 loss_giou_4: 0.3642 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:34] d2.utils.events INFO: eta: 1 day, 1:34:27 iter: 122919 total_loss: 5.83 loss_ce: 0.3056 loss_bbox: 0.2022 loss_giou: 0.3385 loss_ce_0: 0.5216 loss_bbox_0: 0.3152 loss_giou_0: 0.5279 loss_ce_1: 0.4098 loss_bbox_1: 0.2209 loss_giou_1: 0.395 loss_ce_2: 0.3431 loss_bbox_2: 0.216 loss_giou_2: 0.3531 loss_ce_3: 0.3142 loss_bbox_3: 0.2032 loss_giou_3: 0.3418 loss_ce_4: 0.3111 loss_bbox_4: 0.1967 loss_giou_4: 0.3357 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:40] d2.utils.events INFO: eta: 1 day, 1:34:14 iter: 122939 total_loss: 6.137 loss_ce: 0.3491 loss_bbox: 0.1951 loss_giou: 0.3357 loss_ce_0: 0.5533 loss_bbox_0: 0.3495 loss_giou_0: 0.5457 loss_ce_1: 0.4492 loss_bbox_1: 0.2439 loss_giou_1: 0.4005 loss_ce_2: 0.3914 loss_bbox_2: 0.2167 loss_giou_2: 0.3621 loss_ce_3: 0.367 loss_bbox_3: 0.1996 loss_giou_3: 0.3493 loss_ce_4: 0.3497 loss_bbox_4: 0.1978 loss_giou_4: 0.3412 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:45] d2.utils.events INFO: eta: 1 day, 1:34:04 iter: 122959 total_loss: 6.198 loss_ce: 0.3402 loss_bbox: 0.1817 loss_giou: 0.3496 loss_ce_0: 0.5341 loss_bbox_0: 0.3208 loss_giou_0: 0.5304 loss_ce_1: 0.4368 loss_bbox_1: 0.2212 loss_giou_1: 0.405 loss_ce_2: 0.374 loss_bbox_2: 0.2031 loss_giou_2: 0.3768 loss_ce_3: 0.3464 loss_bbox_3: 0.1925 loss_giou_3: 0.3556 loss_ce_4: 0.3463 loss_bbox_4: 0.1846 loss_giou_4: 0.3486 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:51] d2.utils.events INFO: eta: 1 day, 1:33:56 iter: 122979 total_loss: 6.087 loss_ce: 0.3354 loss_bbox: 0.2106 loss_giou: 0.3497 loss_ce_0: 0.5264 loss_bbox_0: 0.3393 loss_giou_0: 0.5358 loss_ce_1: 0.4268 loss_bbox_1: 0.2484 loss_giou_1: 0.4044 loss_ce_2: 0.3688 loss_bbox_2: 0.2304 loss_giou_2: 0.3733 loss_ce_3: 0.3446 loss_bbox_3: 0.2164 loss_giou_3: 0.3564 loss_ce_4: 0.3336 loss_bbox_4: 0.2139 loss_giou_4: 0.3535 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 23:13:57] d2.utils.events INFO: eta: 1 day, 1:33:41 iter: 122999 total_loss: 6.059 loss_ce: 0.331 loss_bbox: 0.2114 loss_giou: 0.3367 loss_ce_0: 0.5396 loss_bbox_0: 0.3471 loss_giou_0: 0.5313 loss_ce_1: 0.4293 loss_bbox_1: 0.2479 loss_giou_1: 0.3906 loss_ce_2: 0.3636 loss_bbox_2: 0.2255 loss_giou_2: 0.3578 loss_ce_3: 0.3407 loss_bbox_3: 0.2158 loss_giou_3: 0.3392 loss_ce_4: 0.3332 loss_bbox_4: 0.2109 loss_giou_4: 0.3354 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:02] d2.utils.events INFO: eta: 1 day, 1:34:08 iter: 123019 total_loss: 6.298 loss_ce: 0.3494 loss_bbox: 0.2105 loss_giou: 0.3519 loss_ce_0: 0.5271 loss_bbox_0: 0.3465 loss_giou_0: 0.5608 loss_ce_1: 0.439 loss_bbox_1: 0.2446 loss_giou_1: 0.4093 loss_ce_2: 0.3696 loss_bbox_2: 0.226 loss_giou_2: 0.3796 loss_ce_3: 0.3578 loss_bbox_3: 0.216 loss_giou_3: 0.3641 loss_ce_4: 0.3477 loss_bbox_4: 0.2119 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:08] d2.utils.events INFO: eta: 1 day, 1:33:46 iter: 123039 total_loss: 6.091 loss_ce: 0.3105 loss_bbox: 0.2013 loss_giou: 0.3672 loss_ce_0: 0.5159 loss_bbox_0: 0.3513 loss_giou_0: 0.556 loss_ce_1: 0.4183 loss_bbox_1: 0.235 loss_giou_1: 0.404 loss_ce_2: 0.3415 loss_bbox_2: 0.2204 loss_giou_2: 0.3783 loss_ce_3: 0.3197 loss_bbox_3: 0.2087 loss_giou_3: 0.3703 loss_ce_4: 0.3103 loss_bbox_4: 0.2013 loss_giou_4: 0.3698 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:14] d2.utils.events INFO: eta: 1 day, 1:33:16 iter: 123059 total_loss: 6.279 loss_ce: 0.3177 loss_bbox: 0.2022 loss_giou: 0.3603 loss_ce_0: 0.5179 loss_bbox_0: 0.3508 loss_giou_0: 0.5486 loss_ce_1: 0.4118 loss_bbox_1: 0.2541 loss_giou_1: 0.4156 loss_ce_2: 0.3518 loss_bbox_2: 0.2225 loss_giou_2: 0.3823 loss_ce_3: 0.3272 loss_bbox_3: 0.2068 loss_giou_3: 0.3674 loss_ce_4: 0.3183 loss_bbox_4: 0.2019 loss_giou_4: 0.3634 time: 0.2803 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:19] d2.utils.events INFO: eta: 1 day, 1:32:58 iter: 123079 total_loss: 6.044 loss_ce: 0.3347 loss_bbox: 0.2004 loss_giou: 0.3485 loss_ce_0: 0.5224 loss_bbox_0: 0.3435 loss_giou_0: 0.5443 loss_ce_1: 0.4324 loss_bbox_1: 0.2422 loss_giou_1: 0.3955 loss_ce_2: 0.3542 loss_bbox_2: 0.2148 loss_giou_2: 0.3622 loss_ce_3: 0.3348 loss_bbox_3: 0.2049 loss_giou_3: 0.3537 loss_ce_4: 0.3288 loss_bbox_4: 0.2061 loss_giou_4: 0.3539 time: 0.2803 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:25] d2.utils.events INFO: eta: 1 day, 1:32:06 iter: 123099 total_loss: 5.87 loss_ce: 0.323 loss_bbox: 0.1809 loss_giou: 0.3402 loss_ce_0: 0.5189 loss_bbox_0: 0.3375 loss_giou_0: 0.5257 loss_ce_1: 0.4318 loss_bbox_1: 0.2254 loss_giou_1: 0.3932 loss_ce_2: 0.3639 loss_bbox_2: 0.1982 loss_giou_2: 0.3597 loss_ce_3: 0.3337 loss_bbox_3: 0.1948 loss_giou_3: 0.3524 loss_ce_4: 0.3221 loss_bbox_4: 0.1868 loss_giou_4: 0.3412 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:31] d2.utils.events INFO: eta: 1 day, 1:31:37 iter: 123119 total_loss: 5.908 loss_ce: 0.3071 loss_bbox: 0.1883 loss_giou: 0.3563 loss_ce_0: 0.5125 loss_bbox_0: 0.3135 loss_giou_0: 0.5286 loss_ce_1: 0.3983 loss_bbox_1: 0.2132 loss_giou_1: 0.3934 loss_ce_2: 0.3311 loss_bbox_2: 0.1894 loss_giou_2: 0.3712 loss_ce_3: 0.3056 loss_bbox_3: 0.1898 loss_giou_3: 0.3645 loss_ce_4: 0.3065 loss_bbox_4: 0.1829 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:37] d2.utils.events INFO: eta: 1 day, 1:30:59 iter: 123139 total_loss: 6.062 loss_ce: 0.3291 loss_bbox: 0.2052 loss_giou: 0.3381 loss_ce_0: 0.5229 loss_bbox_0: 0.3413 loss_giou_0: 0.5313 loss_ce_1: 0.4507 loss_bbox_1: 0.2399 loss_giou_1: 0.3946 loss_ce_2: 0.3795 loss_bbox_2: 0.2204 loss_giou_2: 0.359 loss_ce_3: 0.3457 loss_bbox_3: 0.2123 loss_giou_3: 0.349 loss_ce_4: 0.3293 loss_bbox_4: 0.206 loss_giou_4: 0.3448 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:42] d2.utils.events INFO: eta: 1 day, 1:30:49 iter: 123159 total_loss: 5.951 loss_ce: 0.3029 loss_bbox: 0.1861 loss_giou: 0.3482 loss_ce_0: 0.5045 loss_bbox_0: 0.3266 loss_giou_0: 0.5205 loss_ce_1: 0.402 loss_bbox_1: 0.2256 loss_giou_1: 0.3904 loss_ce_2: 0.3385 loss_bbox_2: 0.2 loss_giou_2: 0.3697 loss_ce_3: 0.3118 loss_bbox_3: 0.1939 loss_giou_3: 0.3598 loss_ce_4: 0.3006 loss_bbox_4: 0.1867 loss_giou_4: 0.3534 time: 0.2803 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:48] d2.utils.events INFO: eta: 1 day, 1:30:58 iter: 123179 total_loss: 6.098 loss_ce: 0.3229 loss_bbox: 0.1938 loss_giou: 0.3716 loss_ce_0: 0.529 loss_bbox_0: 0.3242 loss_giou_0: 0.5607 loss_ce_1: 0.4283 loss_bbox_1: 0.2266 loss_giou_1: 0.4287 loss_ce_2: 0.3607 loss_bbox_2: 0.209 loss_giou_2: 0.3882 loss_ce_3: 0.3394 loss_bbox_3: 0.1967 loss_giou_3: 0.386 loss_ce_4: 0.3181 loss_bbox_4: 0.1923 loss_giou_4: 0.3759 time: 0.2803 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:54] d2.utils.events INFO: eta: 1 day, 1:31:13 iter: 123199 total_loss: 6.357 loss_ce: 0.3425 loss_bbox: 0.2056 loss_giou: 0.3559 loss_ce_0: 0.548 loss_bbox_0: 0.3635 loss_giou_0: 0.5447 loss_ce_1: 0.4392 loss_bbox_1: 0.2383 loss_giou_1: 0.411 loss_ce_2: 0.371 loss_bbox_2: 0.2233 loss_giou_2: 0.3764 loss_ce_3: 0.3482 loss_bbox_3: 0.2141 loss_giou_3: 0.3706 loss_ce_4: 0.3409 loss_bbox_4: 0.2067 loss_giou_4: 0.3604 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:14:59] d2.utils.events INFO: eta: 1 day, 1:31:09 iter: 123219 total_loss: 6.231 loss_ce: 0.3297 loss_bbox: 0.2009 loss_giou: 0.35 loss_ce_0: 0.54 loss_bbox_0: 0.3478 loss_giou_0: 0.5459 loss_ce_1: 0.4363 loss_bbox_1: 0.2375 loss_giou_1: 0.4058 loss_ce_2: 0.3517 loss_bbox_2: 0.2175 loss_giou_2: 0.3746 loss_ce_3: 0.3362 loss_bbox_3: 0.2108 loss_giou_3: 0.3622 loss_ce_4: 0.3259 loss_bbox_4: 0.2036 loss_giou_4: 0.3581 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:05] d2.utils.events INFO: eta: 1 day, 1:30:49 iter: 123239 total_loss: 6.084 loss_ce: 0.3127 loss_bbox: 0.1996 loss_giou: 0.3547 loss_ce_0: 0.5133 loss_bbox_0: 0.3389 loss_giou_0: 0.5498 loss_ce_1: 0.4137 loss_bbox_1: 0.239 loss_giou_1: 0.4117 loss_ce_2: 0.3451 loss_bbox_2: 0.2218 loss_giou_2: 0.3811 loss_ce_3: 0.3197 loss_bbox_3: 0.2074 loss_giou_3: 0.371 loss_ce_4: 0.3122 loss_bbox_4: 0.2064 loss_giou_4: 0.3567 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:11] d2.utils.events INFO: eta: 1 day, 1:29:54 iter: 123259 total_loss: 6.403 loss_ce: 0.364 loss_bbox: 0.2063 loss_giou: 0.3546 loss_ce_0: 0.5654 loss_bbox_0: 0.3499 loss_giou_0: 0.5591 loss_ce_1: 0.4587 loss_bbox_1: 0.253 loss_giou_1: 0.4067 loss_ce_2: 0.4055 loss_bbox_2: 0.2238 loss_giou_2: 0.3695 loss_ce_3: 0.3663 loss_bbox_3: 0.2086 loss_giou_3: 0.3579 loss_ce_4: 0.3638 loss_bbox_4: 0.2056 loss_giou_4: 0.3629 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:16] d2.utils.events INFO: eta: 1 day, 1:30:01 iter: 123279 total_loss: 6.062 loss_ce: 0.3238 loss_bbox: 0.2018 loss_giou: 0.3522 loss_ce_0: 0.5278 loss_bbox_0: 0.3316 loss_giou_0: 0.531 loss_ce_1: 0.4258 loss_bbox_1: 0.2294 loss_giou_1: 0.3957 loss_ce_2: 0.3559 loss_bbox_2: 0.208 loss_giou_2: 0.3671 loss_ce_3: 0.3293 loss_bbox_3: 0.2094 loss_giou_3: 0.3564 loss_ce_4: 0.32 loss_bbox_4: 0.2047 loss_giou_4: 0.351 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:22] d2.utils.events INFO: eta: 1 day, 1:29:48 iter: 123299 total_loss: 6.472 loss_ce: 0.3547 loss_bbox: 0.2103 loss_giou: 0.3888 loss_ce_0: 0.536 loss_bbox_0: 0.3497 loss_giou_0: 0.5484 loss_ce_1: 0.4444 loss_bbox_1: 0.2372 loss_giou_1: 0.4352 loss_ce_2: 0.3901 loss_bbox_2: 0.2158 loss_giou_2: 0.4012 loss_ce_3: 0.3579 loss_bbox_3: 0.2161 loss_giou_3: 0.4 loss_ce_4: 0.3584 loss_bbox_4: 0.2107 loss_giou_4: 0.3981 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:28] d2.utils.events INFO: eta: 1 day, 1:30:22 iter: 123319 total_loss: 6.104 loss_ce: 0.3187 loss_bbox: 0.1966 loss_giou: 0.3697 loss_ce_0: 0.5215 loss_bbox_0: 0.3196 loss_giou_0: 0.5569 loss_ce_1: 0.4126 loss_bbox_1: 0.2208 loss_giou_1: 0.4147 loss_ce_2: 0.3556 loss_bbox_2: 0.2074 loss_giou_2: 0.3789 loss_ce_3: 0.3258 loss_bbox_3: 0.2015 loss_giou_3: 0.3755 loss_ce_4: 0.322 loss_bbox_4: 0.197 loss_giou_4: 0.3722 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:33] d2.utils.events INFO: eta: 1 day, 1:30:02 iter: 123339 total_loss: 6.264 loss_ce: 0.3433 loss_bbox: 0.2026 loss_giou: 0.3606 loss_ce_0: 0.5301 loss_bbox_0: 0.3442 loss_giou_0: 0.5368 loss_ce_1: 0.4265 loss_bbox_1: 0.2399 loss_giou_1: 0.4097 loss_ce_2: 0.3688 loss_bbox_2: 0.2145 loss_giou_2: 0.3761 loss_ce_3: 0.3504 loss_bbox_3: 0.2103 loss_giou_3: 0.3672 loss_ce_4: 0.3413 loss_bbox_4: 0.2077 loss_giou_4: 0.3671 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:39] d2.utils.events INFO: eta: 1 day, 1:29:06 iter: 123359 total_loss: 6.002 loss_ce: 0.3331 loss_bbox: 0.2004 loss_giou: 0.3493 loss_ce_0: 0.5194 loss_bbox_0: 0.3462 loss_giou_0: 0.5261 loss_ce_1: 0.4231 loss_bbox_1: 0.2384 loss_giou_1: 0.3926 loss_ce_2: 0.3676 loss_bbox_2: 0.2165 loss_giou_2: 0.3614 loss_ce_3: 0.3423 loss_bbox_3: 0.2099 loss_giou_3: 0.3605 loss_ce_4: 0.3366 loss_bbox_4: 0.2033 loss_giou_4: 0.3509 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:45] d2.utils.events INFO: eta: 1 day, 1:29:08 iter: 123379 total_loss: 6.186 loss_ce: 0.3324 loss_bbox: 0.196 loss_giou: 0.3722 loss_ce_0: 0.5286 loss_bbox_0: 0.3264 loss_giou_0: 0.5642 loss_ce_1: 0.4304 loss_bbox_1: 0.2198 loss_giou_1: 0.4212 loss_ce_2: 0.3658 loss_bbox_2: 0.1992 loss_giou_2: 0.3908 loss_ce_3: 0.3483 loss_bbox_3: 0.1941 loss_giou_3: 0.3805 loss_ce_4: 0.3332 loss_bbox_4: 0.1941 loss_giou_4: 0.3742 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:51] d2.utils.events INFO: eta: 1 day, 1:28:41 iter: 123399 total_loss: 5.996 loss_ce: 0.3201 loss_bbox: 0.205 loss_giou: 0.3383 loss_ce_0: 0.5352 loss_bbox_0: 0.345 loss_giou_0: 0.5142 loss_ce_1: 0.4307 loss_bbox_1: 0.2319 loss_giou_1: 0.3804 loss_ce_2: 0.3689 loss_bbox_2: 0.2115 loss_giou_2: 0.3586 loss_ce_3: 0.3362 loss_bbox_3: 0.2068 loss_giou_3: 0.3464 loss_ce_4: 0.325 loss_bbox_4: 0.2084 loss_giou_4: 0.3369 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 23:15:56] d2.utils.events INFO: eta: 1 day, 1:28:34 iter: 123419 total_loss: 6.307 loss_ce: 0.3396 loss_bbox: 0.2075 loss_giou: 0.3546 loss_ce_0: 0.5364 loss_bbox_0: 0.3583 loss_giou_0: 0.5475 loss_ce_1: 0.4423 loss_bbox_1: 0.2448 loss_giou_1: 0.4145 loss_ce_2: 0.3718 loss_bbox_2: 0.2208 loss_giou_2: 0.3772 loss_ce_3: 0.35 loss_bbox_3: 0.2147 loss_giou_3: 0.3612 loss_ce_4: 0.3448 loss_bbox_4: 0.2138 loss_giou_4: 0.3569 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:02] d2.utils.events INFO: eta: 1 day, 1:28:00 iter: 123439 total_loss: 6.312 loss_ce: 0.3448 loss_bbox: 0.2031 loss_giou: 0.3715 loss_ce_0: 0.5362 loss_bbox_0: 0.336 loss_giou_0: 0.5633 loss_ce_1: 0.4455 loss_bbox_1: 0.2298 loss_giou_1: 0.4253 loss_ce_2: 0.3777 loss_bbox_2: 0.211 loss_giou_2: 0.3788 loss_ce_3: 0.3496 loss_bbox_3: 0.2051 loss_giou_3: 0.3747 loss_ce_4: 0.3418 loss_bbox_4: 0.2022 loss_giou_4: 0.3744 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:08] d2.utils.events INFO: eta: 1 day, 1:28:10 iter: 123459 total_loss: 5.996 loss_ce: 0.3075 loss_bbox: 0.1941 loss_giou: 0.3816 loss_ce_0: 0.4956 loss_bbox_0: 0.3244 loss_giou_0: 0.5761 loss_ce_1: 0.3965 loss_bbox_1: 0.2354 loss_giou_1: 0.4275 loss_ce_2: 0.3393 loss_bbox_2: 0.2044 loss_giou_2: 0.3989 loss_ce_3: 0.3172 loss_bbox_3: 0.2038 loss_giou_3: 0.3867 loss_ce_4: 0.3091 loss_bbox_4: 0.1967 loss_giou_4: 0.383 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:13] d2.utils.events INFO: eta: 1 day, 1:27:58 iter: 123479 total_loss: 6.222 loss_ce: 0.3222 loss_bbox: 0.2089 loss_giou: 0.3793 loss_ce_0: 0.5335 loss_bbox_0: 0.3524 loss_giou_0: 0.5664 loss_ce_1: 0.4147 loss_bbox_1: 0.2453 loss_giou_1: 0.4278 loss_ce_2: 0.3621 loss_bbox_2: 0.2232 loss_giou_2: 0.3877 loss_ce_3: 0.3446 loss_bbox_3: 0.2215 loss_giou_3: 0.378 loss_ce_4: 0.3291 loss_bbox_4: 0.2144 loss_giou_4: 0.3804 time: 0.2803 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:19] d2.utils.events INFO: eta: 1 day, 1:28:07 iter: 123499 total_loss: 6.204 loss_ce: 0.332 loss_bbox: 0.2022 loss_giou: 0.3643 loss_ce_0: 0.5211 loss_bbox_0: 0.3613 loss_giou_0: 0.5643 loss_ce_1: 0.4139 loss_bbox_1: 0.2568 loss_giou_1: 0.4267 loss_ce_2: 0.3623 loss_bbox_2: 0.228 loss_giou_2: 0.3785 loss_ce_3: 0.3401 loss_bbox_3: 0.2227 loss_giou_3: 0.3694 loss_ce_4: 0.3283 loss_bbox_4: 0.2075 loss_giou_4: 0.3651 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:25] d2.utils.events INFO: eta: 1 day, 1:27:53 iter: 123519 total_loss: 5.938 loss_ce: 0.3288 loss_bbox: 0.2012 loss_giou: 0.3269 loss_ce_0: 0.5286 loss_bbox_0: 0.3381 loss_giou_0: 0.5185 loss_ce_1: 0.4147 loss_bbox_1: 0.2353 loss_giou_1: 0.3862 loss_ce_2: 0.362 loss_bbox_2: 0.2093 loss_giou_2: 0.3497 loss_ce_3: 0.3382 loss_bbox_3: 0.1993 loss_giou_3: 0.3365 loss_ce_4: 0.3332 loss_bbox_4: 0.2009 loss_giou_4: 0.3291 time: 0.2803 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:30] d2.utils.events INFO: eta: 1 day, 1:27:41 iter: 123539 total_loss: 5.608 loss_ce: 0.3081 loss_bbox: 0.1877 loss_giou: 0.3293 loss_ce_0: 0.4912 loss_bbox_0: 0.3185 loss_giou_0: 0.4839 loss_ce_1: 0.4061 loss_bbox_1: 0.212 loss_giou_1: 0.3602 loss_ce_2: 0.3404 loss_bbox_2: 0.1951 loss_giou_2: 0.3376 loss_ce_3: 0.3066 loss_bbox_3: 0.1936 loss_giou_3: 0.3342 loss_ce_4: 0.3131 loss_bbox_4: 0.1896 loss_giou_4: 0.3305 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:36] d2.utils.events INFO: eta: 1 day, 1:28:03 iter: 123559 total_loss: 6.087 loss_ce: 0.3268 loss_bbox: 0.1946 loss_giou: 0.3514 loss_ce_0: 0.5243 loss_bbox_0: 0.3291 loss_giou_0: 0.5339 loss_ce_1: 0.4352 loss_bbox_1: 0.2354 loss_giou_1: 0.3953 loss_ce_2: 0.3567 loss_bbox_2: 0.2171 loss_giou_2: 0.3673 loss_ce_3: 0.3349 loss_bbox_3: 0.2039 loss_giou_3: 0.357 loss_ce_4: 0.3231 loss_bbox_4: 0.1953 loss_giou_4: 0.3518 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:42] d2.utils.events INFO: eta: 1 day, 1:27:21 iter: 123579 total_loss: 6.061 loss_ce: 0.3425 loss_bbox: 0.1861 loss_giou: 0.348 loss_ce_0: 0.5409 loss_bbox_0: 0.327 loss_giou_0: 0.5291 loss_ce_1: 0.4246 loss_bbox_1: 0.2243 loss_giou_1: 0.3988 loss_ce_2: 0.3837 loss_bbox_2: 0.1999 loss_giou_2: 0.3641 loss_ce_3: 0.3552 loss_bbox_3: 0.194 loss_giou_3: 0.354 loss_ce_4: 0.3426 loss_bbox_4: 0.1893 loss_giou_4: 0.3549 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:47] d2.utils.events INFO: eta: 1 day, 1:27:14 iter: 123599 total_loss: 6.06 loss_ce: 0.3423 loss_bbox: 0.1772 loss_giou: 0.3493 loss_ce_0: 0.5215 loss_bbox_0: 0.3189 loss_giou_0: 0.5383 loss_ce_1: 0.4298 loss_bbox_1: 0.223 loss_giou_1: 0.4046 loss_ce_2: 0.376 loss_bbox_2: 0.1988 loss_giou_2: 0.3759 loss_ce_3: 0.3508 loss_bbox_3: 0.1891 loss_giou_3: 0.3548 loss_ce_4: 0.3379 loss_bbox_4: 0.1793 loss_giou_4: 0.3512 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:53] d2.utils.events INFO: eta: 1 day, 1:26:21 iter: 123619 total_loss: 6.259 loss_ce: 0.3268 loss_bbox: 0.2032 loss_giou: 0.3697 loss_ce_0: 0.5325 loss_bbox_0: 0.3396 loss_giou_0: 0.5562 loss_ce_1: 0.4222 loss_bbox_1: 0.2374 loss_giou_1: 0.4228 loss_ce_2: 0.3638 loss_bbox_2: 0.2163 loss_giou_2: 0.3737 loss_ce_3: 0.3406 loss_bbox_3: 0.211 loss_giou_3: 0.3686 loss_ce_4: 0.3273 loss_bbox_4: 0.2075 loss_giou_4: 0.3716 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:16:59] d2.utils.events INFO: eta: 1 day, 1:26:27 iter: 123639 total_loss: 6.333 loss_ce: 0.3709 loss_bbox: 0.1985 loss_giou: 0.3649 loss_ce_0: 0.5361 loss_bbox_0: 0.3361 loss_giou_0: 0.5582 loss_ce_1: 0.4581 loss_bbox_1: 0.2376 loss_giou_1: 0.4185 loss_ce_2: 0.4059 loss_bbox_2: 0.213 loss_giou_2: 0.3836 loss_ce_3: 0.3914 loss_bbox_3: 0.2023 loss_giou_3: 0.3731 loss_ce_4: 0.3787 loss_bbox_4: 0.1974 loss_giou_4: 0.3723 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:05] d2.utils.events INFO: eta: 1 day, 1:26:04 iter: 123659 total_loss: 5.942 loss_ce: 0.3253 loss_bbox: 0.196 loss_giou: 0.3388 loss_ce_0: 0.518 loss_bbox_0: 0.3341 loss_giou_0: 0.5317 loss_ce_1: 0.4158 loss_bbox_1: 0.2272 loss_giou_1: 0.3886 loss_ce_2: 0.3627 loss_bbox_2: 0.2066 loss_giou_2: 0.3526 loss_ce_3: 0.33 loss_bbox_3: 0.1995 loss_giou_3: 0.3432 loss_ce_4: 0.3273 loss_bbox_4: 0.1973 loss_giou_4: 0.3409 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:10] d2.utils.events INFO: eta: 1 day, 1:26:01 iter: 123679 total_loss: 6.032 loss_ce: 0.3102 loss_bbox: 0.1954 loss_giou: 0.3583 loss_ce_0: 0.4983 loss_bbox_0: 0.3298 loss_giou_0: 0.561 loss_ce_1: 0.3978 loss_bbox_1: 0.229 loss_giou_1: 0.4113 loss_ce_2: 0.3464 loss_bbox_2: 0.2023 loss_giou_2: 0.3748 loss_ce_3: 0.3207 loss_bbox_3: 0.2021 loss_giou_3: 0.365 loss_ce_4: 0.3094 loss_bbox_4: 0.1994 loss_giou_4: 0.3594 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:16] d2.utils.events INFO: eta: 1 day, 1:25:49 iter: 123699 total_loss: 6.359 loss_ce: 0.3639 loss_bbox: 0.207 loss_giou: 0.37 loss_ce_0: 0.5427 loss_bbox_0: 0.3528 loss_giou_0: 0.5333 loss_ce_1: 0.4412 loss_bbox_1: 0.2591 loss_giou_1: 0.4115 loss_ce_2: 0.3903 loss_bbox_2: 0.2253 loss_giou_2: 0.3799 loss_ce_3: 0.372 loss_bbox_3: 0.216 loss_giou_3: 0.3762 loss_ce_4: 0.3597 loss_bbox_4: 0.2048 loss_giou_4: 0.3746 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:22] d2.utils.events INFO: eta: 1 day, 1:26:10 iter: 123719 total_loss: 6.379 loss_ce: 0.3327 loss_bbox: 0.2127 loss_giou: 0.3577 loss_ce_0: 0.5302 loss_bbox_0: 0.3495 loss_giou_0: 0.5549 loss_ce_1: 0.4354 loss_bbox_1: 0.2444 loss_giou_1: 0.4077 loss_ce_2: 0.3679 loss_bbox_2: 0.2287 loss_giou_2: 0.3771 loss_ce_3: 0.3352 loss_bbox_3: 0.2165 loss_giou_3: 0.3611 loss_ce_4: 0.3381 loss_bbox_4: 0.2105 loss_giou_4: 0.3604 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:27] d2.utils.events INFO: eta: 1 day, 1:25:58 iter: 123739 total_loss: 6.024 loss_ce: 0.316 loss_bbox: 0.2052 loss_giou: 0.3439 loss_ce_0: 0.5065 loss_bbox_0: 0.3428 loss_giou_0: 0.5253 loss_ce_1: 0.4321 loss_bbox_1: 0.2368 loss_giou_1: 0.3871 loss_ce_2: 0.3718 loss_bbox_2: 0.2145 loss_giou_2: 0.3614 loss_ce_3: 0.3403 loss_bbox_3: 0.2111 loss_giou_3: 0.3524 loss_ce_4: 0.3203 loss_bbox_4: 0.2051 loss_giou_4: 0.3408 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:33] d2.utils.events INFO: eta: 1 day, 1:25:39 iter: 123759 total_loss: 6.392 loss_ce: 0.33 loss_bbox: 0.2099 loss_giou: 0.3489 loss_ce_0: 0.5439 loss_bbox_0: 0.3486 loss_giou_0: 0.5405 loss_ce_1: 0.4324 loss_bbox_1: 0.2405 loss_giou_1: 0.4043 loss_ce_2: 0.3639 loss_bbox_2: 0.213 loss_giou_2: 0.372 loss_ce_3: 0.3471 loss_bbox_3: 0.2111 loss_giou_3: 0.3627 loss_ce_4: 0.3373 loss_bbox_4: 0.2123 loss_giou_4: 0.3533 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:39] d2.utils.events INFO: eta: 1 day, 1:25:26 iter: 123779 total_loss: 6.081 loss_ce: 0.324 loss_bbox: 0.2172 loss_giou: 0.3537 loss_ce_0: 0.5297 loss_bbox_0: 0.3496 loss_giou_0: 0.5279 loss_ce_1: 0.421 loss_bbox_1: 0.2385 loss_giou_1: 0.3946 loss_ce_2: 0.3639 loss_bbox_2: 0.2267 loss_giou_2: 0.3777 loss_ce_3: 0.3356 loss_bbox_3: 0.222 loss_giou_3: 0.3652 loss_ce_4: 0.3203 loss_bbox_4: 0.2178 loss_giou_4: 0.3567 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:44] d2.utils.events INFO: eta: 1 day, 1:25:24 iter: 123799 total_loss: 5.91 loss_ce: 0.3237 loss_bbox: 0.1996 loss_giou: 0.3401 loss_ce_0: 0.5208 loss_bbox_0: 0.3308 loss_giou_0: 0.5374 loss_ce_1: 0.4176 loss_bbox_1: 0.2356 loss_giou_1: 0.394 loss_ce_2: 0.3644 loss_bbox_2: 0.2121 loss_giou_2: 0.3607 loss_ce_3: 0.3277 loss_bbox_3: 0.2073 loss_giou_3: 0.3467 loss_ce_4: 0.3145 loss_bbox_4: 0.2076 loss_giou_4: 0.3411 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:50] d2.utils.events INFO: eta: 1 day, 1:25:29 iter: 123819 total_loss: 6.057 loss_ce: 0.3182 loss_bbox: 0.1947 loss_giou: 0.3536 loss_ce_0: 0.5219 loss_bbox_0: 0.3349 loss_giou_0: 0.5494 loss_ce_1: 0.4233 loss_bbox_1: 0.2325 loss_giou_1: 0.404 loss_ce_2: 0.3611 loss_bbox_2: 0.2095 loss_giou_2: 0.3746 loss_ce_3: 0.325 loss_bbox_3: 0.1983 loss_giou_3: 0.363 loss_ce_4: 0.3105 loss_bbox_4: 0.2002 loss_giou_4: 0.3542 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 23:17:56] d2.utils.events INFO: eta: 1 day, 1:25:36 iter: 123839 total_loss: 5.844 loss_ce: 0.3068 loss_bbox: 0.2051 loss_giou: 0.3211 loss_ce_0: 0.4912 loss_bbox_0: 0.3414 loss_giou_0: 0.4937 loss_ce_1: 0.4023 loss_bbox_1: 0.2402 loss_giou_1: 0.3644 loss_ce_2: 0.3491 loss_bbox_2: 0.2206 loss_giou_2: 0.3415 loss_ce_3: 0.3136 loss_bbox_3: 0.22 loss_giou_3: 0.3344 loss_ce_4: 0.3046 loss_bbox_4: 0.2107 loss_giou_4: 0.3284 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:02] d2.utils.events INFO: eta: 1 day, 1:25:30 iter: 123859 total_loss: 6.351 loss_ce: 0.3438 loss_bbox: 0.1964 loss_giou: 0.3622 loss_ce_0: 0.5433 loss_bbox_0: 0.3315 loss_giou_0: 0.5864 loss_ce_1: 0.4327 loss_bbox_1: 0.2277 loss_giou_1: 0.4228 loss_ce_2: 0.377 loss_bbox_2: 0.2044 loss_giou_2: 0.3828 loss_ce_3: 0.3496 loss_bbox_3: 0.2003 loss_giou_3: 0.3727 loss_ce_4: 0.3458 loss_bbox_4: 0.1993 loss_giou_4: 0.3628 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:07] d2.utils.events INFO: eta: 1 day, 1:26:00 iter: 123879 total_loss: 6.155 loss_ce: 0.3294 loss_bbox: 0.1904 loss_giou: 0.3457 loss_ce_0: 0.5033 loss_bbox_0: 0.3253 loss_giou_0: 0.5359 loss_ce_1: 0.4198 loss_bbox_1: 0.2233 loss_giou_1: 0.3903 loss_ce_2: 0.3757 loss_bbox_2: 0.2072 loss_giou_2: 0.3604 loss_ce_3: 0.324 loss_bbox_3: 0.1983 loss_giou_3: 0.3501 loss_ce_4: 0.3286 loss_bbox_4: 0.1915 loss_giou_4: 0.3476 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:13] d2.utils.events INFO: eta: 1 day, 1:25:56 iter: 123899 total_loss: 6.491 loss_ce: 0.3484 loss_bbox: 0.211 loss_giou: 0.3759 loss_ce_0: 0.5259 loss_bbox_0: 0.3354 loss_giou_0: 0.5468 loss_ce_1: 0.4381 loss_bbox_1: 0.2412 loss_giou_1: 0.4211 loss_ce_2: 0.3847 loss_bbox_2: 0.2213 loss_giou_2: 0.3931 loss_ce_3: 0.3623 loss_bbox_3: 0.2113 loss_giou_3: 0.3812 loss_ce_4: 0.347 loss_bbox_4: 0.2099 loss_giou_4: 0.3829 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:19] d2.utils.events INFO: eta: 1 day, 1:26:01 iter: 123919 total_loss: 6.119 loss_ce: 0.3385 loss_bbox: 0.1905 loss_giou: 0.3564 loss_ce_0: 0.5225 loss_bbox_0: 0.3426 loss_giou_0: 0.5363 loss_ce_1: 0.4311 loss_bbox_1: 0.2314 loss_giou_1: 0.4016 loss_ce_2: 0.3584 loss_bbox_2: 0.2061 loss_giou_2: 0.3712 loss_ce_3: 0.3344 loss_bbox_3: 0.1945 loss_giou_3: 0.3665 loss_ce_4: 0.3347 loss_bbox_4: 0.1936 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:24] d2.utils.events INFO: eta: 1 day, 1:26:47 iter: 123939 total_loss: 6.481 loss_ce: 0.3621 loss_bbox: 0.2095 loss_giou: 0.3691 loss_ce_0: 0.5288 loss_bbox_0: 0.3405 loss_giou_0: 0.5648 loss_ce_1: 0.443 loss_bbox_1: 0.2401 loss_giou_1: 0.4239 loss_ce_2: 0.3904 loss_bbox_2: 0.2227 loss_giou_2: 0.3934 loss_ce_3: 0.3704 loss_bbox_3: 0.2166 loss_giou_3: 0.3806 loss_ce_4: 0.3608 loss_bbox_4: 0.2132 loss_giou_4: 0.373 time: 0.2803 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:30] d2.utils.events INFO: eta: 1 day, 1:26:50 iter: 123959 total_loss: 6.227 loss_ce: 0.3505 loss_bbox: 0.1903 loss_giou: 0.3436 loss_ce_0: 0.5391 loss_bbox_0: 0.3352 loss_giou_0: 0.5298 loss_ce_1: 0.4286 loss_bbox_1: 0.228 loss_giou_1: 0.399 loss_ce_2: 0.3874 loss_bbox_2: 0.2097 loss_giou_2: 0.3682 loss_ce_3: 0.3549 loss_bbox_3: 0.1978 loss_giou_3: 0.3511 loss_ce_4: 0.3511 loss_bbox_4: 0.1908 loss_giou_4: 0.3421 time: 0.2803 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:36] d2.utils.events INFO: eta: 1 day, 1:26:35 iter: 123979 total_loss: 6.509 loss_ce: 0.3645 loss_bbox: 0.2073 loss_giou: 0.364 loss_ce_0: 0.544 loss_bbox_0: 0.3478 loss_giou_0: 0.5569 loss_ce_1: 0.4407 loss_bbox_1: 0.2441 loss_giou_1: 0.424 loss_ce_2: 0.396 loss_bbox_2: 0.2194 loss_giou_2: 0.3807 loss_ce_3: 0.3846 loss_bbox_3: 0.2117 loss_giou_3: 0.3713 loss_ce_4: 0.3642 loss_bbox_4: 0.209 loss_giou_4: 0.3646 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:42] d2.utils.events INFO: eta: 1 day, 1:26:30 iter: 123999 total_loss: 6.231 loss_ce: 0.3379 loss_bbox: 0.211 loss_giou: 0.3475 loss_ce_0: 0.5425 loss_bbox_0: 0.3499 loss_giou_0: 0.5272 loss_ce_1: 0.4333 loss_bbox_1: 0.2472 loss_giou_1: 0.4 loss_ce_2: 0.3749 loss_bbox_2: 0.2303 loss_giou_2: 0.3636 loss_ce_3: 0.3387 loss_bbox_3: 0.2191 loss_giou_3: 0.352 loss_ce_4: 0.3402 loss_bbox_4: 0.2151 loss_giou_4: 0.3493 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:47] d2.utils.events INFO: eta: 1 day, 1:26:24 iter: 124019 total_loss: 6.061 loss_ce: 0.3552 loss_bbox: 0.1888 loss_giou: 0.3524 loss_ce_0: 0.5138 loss_bbox_0: 0.3246 loss_giou_0: 0.5307 loss_ce_1: 0.426 loss_bbox_1: 0.2293 loss_giou_1: 0.4038 loss_ce_2: 0.3785 loss_bbox_2: 0.2048 loss_giou_2: 0.3696 loss_ce_3: 0.3593 loss_bbox_3: 0.1985 loss_giou_3: 0.3624 loss_ce_4: 0.3516 loss_bbox_4: 0.1913 loss_giou_4: 0.3554 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:53] d2.utils.events INFO: eta: 1 day, 1:26:45 iter: 124039 total_loss: 6.056 loss_ce: 0.3254 loss_bbox: 0.1809 loss_giou: 0.3657 loss_ce_0: 0.5234 loss_bbox_0: 0.3296 loss_giou_0: 0.5694 loss_ce_1: 0.419 loss_bbox_1: 0.2204 loss_giou_1: 0.4195 loss_ce_2: 0.3595 loss_bbox_2: 0.1973 loss_giou_2: 0.3748 loss_ce_3: 0.333 loss_bbox_3: 0.1895 loss_giou_3: 0.371 loss_ce_4: 0.3295 loss_bbox_4: 0.1842 loss_giou_4: 0.3657 time: 0.2803 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/02 23:18:59] d2.utils.events INFO: eta: 1 day, 1:27:00 iter: 124059 total_loss: 6.086 loss_ce: 0.3337 loss_bbox: 0.2112 loss_giou: 0.3657 loss_ce_0: 0.5032 loss_bbox_0: 0.348 loss_giou_0: 0.5316 loss_ce_1: 0.4146 loss_bbox_1: 0.241 loss_giou_1: 0.4014 loss_ce_2: 0.3693 loss_bbox_2: 0.224 loss_giou_2: 0.3758 loss_ce_3: 0.345 loss_bbox_3: 0.2181 loss_giou_3: 0.3639 loss_ce_4: 0.3359 loss_bbox_4: 0.2124 loss_giou_4: 0.3668 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:05] d2.utils.events INFO: eta: 1 day, 1:27:38 iter: 124079 total_loss: 6.317 loss_ce: 0.3571 loss_bbox: 0.1991 loss_giou: 0.333 loss_ce_0: 0.5491 loss_bbox_0: 0.3467 loss_giou_0: 0.5234 loss_ce_1: 0.4456 loss_bbox_1: 0.2358 loss_giou_1: 0.3924 loss_ce_2: 0.3932 loss_bbox_2: 0.2216 loss_giou_2: 0.3554 loss_ce_3: 0.3619 loss_bbox_3: 0.2055 loss_giou_3: 0.342 loss_ce_4: 0.3563 loss_bbox_4: 0.2021 loss_giou_4: 0.3378 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:10] d2.utils.events INFO: eta: 1 day, 1:27:37 iter: 124099 total_loss: 5.871 loss_ce: 0.2987 loss_bbox: 0.1943 loss_giou: 0.3402 loss_ce_0: 0.5169 loss_bbox_0: 0.3297 loss_giou_0: 0.5315 loss_ce_1: 0.4041 loss_bbox_1: 0.227 loss_giou_1: 0.3942 loss_ce_2: 0.3516 loss_bbox_2: 0.2036 loss_giou_2: 0.3545 loss_ce_3: 0.3081 loss_bbox_3: 0.1966 loss_giou_3: 0.3515 loss_ce_4: 0.3013 loss_bbox_4: 0.1957 loss_giou_4: 0.3494 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:16] d2.utils.events INFO: eta: 1 day, 1:27:51 iter: 124119 total_loss: 5.804 loss_ce: 0.3186 loss_bbox: 0.1879 loss_giou: 0.3275 loss_ce_0: 0.5011 loss_bbox_0: 0.3314 loss_giou_0: 0.5133 loss_ce_1: 0.4162 loss_bbox_1: 0.2165 loss_giou_1: 0.3766 loss_ce_2: 0.3478 loss_bbox_2: 0.1976 loss_giou_2: 0.3464 loss_ce_3: 0.3188 loss_bbox_3: 0.1888 loss_giou_3: 0.3382 loss_ce_4: 0.3131 loss_bbox_4: 0.1895 loss_giou_4: 0.3329 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:22] d2.utils.events INFO: eta: 1 day, 1:27:45 iter: 124139 total_loss: 5.73 loss_ce: 0.3033 loss_bbox: 0.1877 loss_giou: 0.3336 loss_ce_0: 0.5058 loss_bbox_0: 0.3301 loss_giou_0: 0.5169 loss_ce_1: 0.4014 loss_bbox_1: 0.2208 loss_giou_1: 0.3851 loss_ce_2: 0.3407 loss_bbox_2: 0.1979 loss_giou_2: 0.346 loss_ce_3: 0.3085 loss_bbox_3: 0.1951 loss_giou_3: 0.3376 loss_ce_4: 0.3032 loss_bbox_4: 0.1883 loss_giou_4: 0.3368 time: 0.2803 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:27] d2.utils.events INFO: eta: 1 day, 1:27:41 iter: 124159 total_loss: 6.186 loss_ce: 0.3289 loss_bbox: 0.1912 loss_giou: 0.3534 loss_ce_0: 0.5457 loss_bbox_0: 0.3345 loss_giou_0: 0.5408 loss_ce_1: 0.4407 loss_bbox_1: 0.2306 loss_giou_1: 0.4115 loss_ce_2: 0.3707 loss_bbox_2: 0.2082 loss_giou_2: 0.3774 loss_ce_3: 0.3468 loss_bbox_3: 0.1996 loss_giou_3: 0.3596 loss_ce_4: 0.337 loss_bbox_4: 0.192 loss_giou_4: 0.3565 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:33] d2.utils.events INFO: eta: 1 day, 1:27:31 iter: 124179 total_loss: 6.271 loss_ce: 0.3369 loss_bbox: 0.2066 loss_giou: 0.3553 loss_ce_0: 0.5239 loss_bbox_0: 0.3406 loss_giou_0: 0.5344 loss_ce_1: 0.4312 loss_bbox_1: 0.2454 loss_giou_1: 0.4146 loss_ce_2: 0.365 loss_bbox_2: 0.2141 loss_giou_2: 0.3709 loss_ce_3: 0.3402 loss_bbox_3: 0.2172 loss_giou_3: 0.3581 loss_ce_4: 0.339 loss_bbox_4: 0.2082 loss_giou_4: 0.3548 time: 0.2803 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:39] d2.utils.events INFO: eta: 1 day, 1:27:30 iter: 124199 total_loss: 6.245 loss_ce: 0.3253 loss_bbox: 0.1931 loss_giou: 0.3686 loss_ce_0: 0.5321 loss_bbox_0: 0.3296 loss_giou_0: 0.5666 loss_ce_1: 0.4336 loss_bbox_1: 0.2281 loss_giou_1: 0.4206 loss_ce_2: 0.36 loss_bbox_2: 0.203 loss_giou_2: 0.3903 loss_ce_3: 0.3334 loss_bbox_3: 0.1951 loss_giou_3: 0.3794 loss_ce_4: 0.3204 loss_bbox_4: 0.1922 loss_giou_4: 0.3715 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:45] d2.utils.events INFO: eta: 1 day, 1:27:34 iter: 124219 total_loss: 6.11 loss_ce: 0.3309 loss_bbox: 0.1859 loss_giou: 0.3257 loss_ce_0: 0.5262 loss_bbox_0: 0.324 loss_giou_0: 0.5438 loss_ce_1: 0.4259 loss_bbox_1: 0.2306 loss_giou_1: 0.3916 loss_ce_2: 0.3607 loss_bbox_2: 0.2013 loss_giou_2: 0.3445 loss_ce_3: 0.34 loss_bbox_3: 0.1961 loss_giou_3: 0.3307 loss_ce_4: 0.3291 loss_bbox_4: 0.1931 loss_giou_4: 0.3293 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:50] d2.utils.events INFO: eta: 1 day, 1:28:16 iter: 124239 total_loss: 6.363 loss_ce: 0.3437 loss_bbox: 0.194 loss_giou: 0.3673 loss_ce_0: 0.5235 loss_bbox_0: 0.3308 loss_giou_0: 0.5805 loss_ce_1: 0.4299 loss_bbox_1: 0.23 loss_giou_1: 0.4274 loss_ce_2: 0.3715 loss_bbox_2: 0.2111 loss_giou_2: 0.391 loss_ce_3: 0.3529 loss_bbox_3: 0.1983 loss_giou_3: 0.3787 loss_ce_4: 0.341 loss_bbox_4: 0.1996 loss_giou_4: 0.3703 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 23:19:56] d2.utils.events INFO: eta: 1 day, 1:29:34 iter: 124259 total_loss: 6.058 loss_ce: 0.3323 loss_bbox: 0.2086 loss_giou: 0.3545 loss_ce_0: 0.5232 loss_bbox_0: 0.3474 loss_giou_0: 0.5267 loss_ce_1: 0.4305 loss_bbox_1: 0.2408 loss_giou_1: 0.3916 loss_ce_2: 0.3682 loss_bbox_2: 0.2137 loss_giou_2: 0.3589 loss_ce_3: 0.3363 loss_bbox_3: 0.2053 loss_giou_3: 0.3571 loss_ce_4: 0.329 loss_bbox_4: 0.204 loss_giou_4: 0.3529 time: 0.2803 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:02] d2.utils.events INFO: eta: 1 day, 1:28:53 iter: 124279 total_loss: 6.185 loss_ce: 0.3456 loss_bbox: 0.1924 loss_giou: 0.3608 loss_ce_0: 0.5496 loss_bbox_0: 0.3468 loss_giou_0: 0.5671 loss_ce_1: 0.4453 loss_bbox_1: 0.2385 loss_giou_1: 0.4166 loss_ce_2: 0.3934 loss_bbox_2: 0.2055 loss_giou_2: 0.3754 loss_ce_3: 0.3622 loss_bbox_3: 0.1977 loss_giou_3: 0.3713 loss_ce_4: 0.3494 loss_bbox_4: 0.1915 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:08] d2.utils.events INFO: eta: 1 day, 1:28:08 iter: 124299 total_loss: 6.023 loss_ce: 0.3333 loss_bbox: 0.1912 loss_giou: 0.3407 loss_ce_0: 0.5303 loss_bbox_0: 0.3316 loss_giou_0: 0.5137 loss_ce_1: 0.4232 loss_bbox_1: 0.2245 loss_giou_1: 0.3884 loss_ce_2: 0.3653 loss_bbox_2: 0.207 loss_giou_2: 0.3581 loss_ce_3: 0.3397 loss_bbox_3: 0.1974 loss_giou_3: 0.3525 loss_ce_4: 0.3286 loss_bbox_4: 0.1923 loss_giou_4: 0.3423 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:13] d2.utils.events INFO: eta: 1 day, 1:27:50 iter: 124319 total_loss: 5.867 loss_ce: 0.311 loss_bbox: 0.1925 loss_giou: 0.334 loss_ce_0: 0.5037 loss_bbox_0: 0.3235 loss_giou_0: 0.517 loss_ce_1: 0.3969 loss_bbox_1: 0.2262 loss_giou_1: 0.3776 loss_ce_2: 0.3502 loss_bbox_2: 0.2088 loss_giou_2: 0.3479 loss_ce_3: 0.3154 loss_bbox_3: 0.2029 loss_giou_3: 0.3419 loss_ce_4: 0.3085 loss_bbox_4: 0.1975 loss_giou_4: 0.3372 time: 0.2803 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:19] d2.utils.events INFO: eta: 1 day, 1:27:48 iter: 124339 total_loss: 6.464 loss_ce: 0.3613 loss_bbox: 0.2003 loss_giou: 0.3854 loss_ce_0: 0.5622 loss_bbox_0: 0.3287 loss_giou_0: 0.568 loss_ce_1: 0.4629 loss_bbox_1: 0.2343 loss_giou_1: 0.4338 loss_ce_2: 0.3962 loss_bbox_2: 0.2177 loss_giou_2: 0.4088 loss_ce_3: 0.3688 loss_bbox_3: 0.2115 loss_giou_3: 0.4011 loss_ce_4: 0.3656 loss_bbox_4: 0.2055 loss_giou_4: 0.3878 time: 0.2803 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:25] d2.utils.events INFO: eta: 1 day, 1:28:01 iter: 124359 total_loss: 6.363 loss_ce: 0.3408 loss_bbox: 0.2006 loss_giou: 0.3895 loss_ce_0: 0.5126 loss_bbox_0: 0.3354 loss_giou_0: 0.5755 loss_ce_1: 0.4095 loss_bbox_1: 0.2367 loss_giou_1: 0.4344 loss_ce_2: 0.3628 loss_bbox_2: 0.2167 loss_giou_2: 0.4139 loss_ce_3: 0.3442 loss_bbox_3: 0.2029 loss_giou_3: 0.4027 loss_ce_4: 0.3387 loss_bbox_4: 0.201 loss_giou_4: 0.3896 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:30] d2.utils.events INFO: eta: 1 day, 1:27:39 iter: 124379 total_loss: 6.008 loss_ce: 0.3155 loss_bbox: 0.1893 loss_giou: 0.3571 loss_ce_0: 0.5321 loss_bbox_0: 0.3421 loss_giou_0: 0.5317 loss_ce_1: 0.4241 loss_bbox_1: 0.2303 loss_giou_1: 0.4072 loss_ce_2: 0.3638 loss_bbox_2: 0.2038 loss_giou_2: 0.3742 loss_ce_3: 0.328 loss_bbox_3: 0.1929 loss_giou_3: 0.3628 loss_ce_4: 0.3224 loss_bbox_4: 0.1889 loss_giou_4: 0.3593 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:36] d2.utils.events INFO: eta: 1 day, 1:27:18 iter: 124399 total_loss: 6.329 loss_ce: 0.3507 loss_bbox: 0.2011 loss_giou: 0.3649 loss_ce_0: 0.5295 loss_bbox_0: 0.3325 loss_giou_0: 0.5454 loss_ce_1: 0.43 loss_bbox_1: 0.2361 loss_giou_1: 0.413 loss_ce_2: 0.3755 loss_bbox_2: 0.2096 loss_giou_2: 0.3864 loss_ce_3: 0.354 loss_bbox_3: 0.207 loss_giou_3: 0.3764 loss_ce_4: 0.3503 loss_bbox_4: 0.2026 loss_giou_4: 0.3678 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:42] d2.utils.events INFO: eta: 1 day, 1:27:12 iter: 124419 total_loss: 5.871 loss_ce: 0.333 loss_bbox: 0.1909 loss_giou: 0.3327 loss_ce_0: 0.5039 loss_bbox_0: 0.3312 loss_giou_0: 0.4922 loss_ce_1: 0.421 loss_bbox_1: 0.2345 loss_giou_1: 0.3665 loss_ce_2: 0.3663 loss_bbox_2: 0.2091 loss_giou_2: 0.3414 loss_ce_3: 0.3376 loss_bbox_3: 0.1998 loss_giou_3: 0.3424 loss_ce_4: 0.3334 loss_bbox_4: 0.1943 loss_giou_4: 0.3367 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:47] d2.utils.events INFO: eta: 1 day, 1:27:07 iter: 124439 total_loss: 5.869 loss_ce: 0.3078 loss_bbox: 0.2026 loss_giou: 0.3452 loss_ce_0: 0.5079 loss_bbox_0: 0.326 loss_giou_0: 0.5243 loss_ce_1: 0.4163 loss_bbox_1: 0.2246 loss_giou_1: 0.3865 loss_ce_2: 0.3552 loss_bbox_2: 0.2048 loss_giou_2: 0.3544 loss_ce_3: 0.3254 loss_bbox_3: 0.201 loss_giou_3: 0.3587 loss_ce_4: 0.3085 loss_bbox_4: 0.2061 loss_giou_4: 0.342 time: 0.2803 data_time: 0.0182 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:53] d2.utils.events INFO: eta: 1 day, 1:26:47 iter: 124459 total_loss: 6.09 loss_ce: 0.3431 loss_bbox: 0.2116 loss_giou: 0.3507 loss_ce_0: 0.5188 loss_bbox_0: 0.338 loss_giou_0: 0.5036 loss_ce_1: 0.4114 loss_bbox_1: 0.2337 loss_giou_1: 0.3791 loss_ce_2: 0.3693 loss_bbox_2: 0.2178 loss_giou_2: 0.3679 loss_ce_3: 0.3475 loss_bbox_3: 0.212 loss_giou_3: 0.3622 loss_ce_4: 0.3362 loss_bbox_4: 0.2105 loss_giou_4: 0.3584 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 23:20:59] d2.utils.events INFO: eta: 1 day, 1:27:09 iter: 124479 total_loss: 6.339 loss_ce: 0.3265 loss_bbox: 0.2039 loss_giou: 0.379 loss_ce_0: 0.5228 loss_bbox_0: 0.3231 loss_giou_0: 0.5605 loss_ce_1: 0.4155 loss_bbox_1: 0.2328 loss_giou_1: 0.428 loss_ce_2: 0.3576 loss_bbox_2: 0.2149 loss_giou_2: 0.3925 loss_ce_3: 0.3298 loss_bbox_3: 0.2124 loss_giou_3: 0.3864 loss_ce_4: 0.3243 loss_bbox_4: 0.2038 loss_giou_4: 0.3822 time: 0.2803 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 23:21:04] d2.utils.events INFO: eta: 1 day, 1:26:59 iter: 124499 total_loss: 6.068 loss_ce: 0.3216 loss_bbox: 0.1989 loss_giou: 0.3545 loss_ce_0: 0.5275 loss_bbox_0: 0.3431 loss_giou_0: 0.5747 loss_ce_1: 0.4227 loss_bbox_1: 0.2363 loss_giou_1: 0.4109 loss_ce_2: 0.3627 loss_bbox_2: 0.2103 loss_giou_2: 0.3775 loss_ce_3: 0.3352 loss_bbox_3: 0.2035 loss_giou_3: 0.3682 loss_ce_4: 0.3254 loss_bbox_4: 0.1983 loss_giou_4: 0.361 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 23:21:10] d2.utils.events INFO: eta: 1 day, 1:26:30 iter: 124519 total_loss: 6.066 loss_ce: 0.3228 loss_bbox: 0.2141 loss_giou: 0.3673 loss_ce_0: 0.5023 loss_bbox_0: 0.3424 loss_giou_0: 0.5652 loss_ce_1: 0.4064 loss_bbox_1: 0.2369 loss_giou_1: 0.4126 loss_ce_2: 0.3513 loss_bbox_2: 0.2244 loss_giou_2: 0.3866 loss_ce_3: 0.3249 loss_bbox_3: 0.2185 loss_giou_3: 0.376 loss_ce_4: 0.3188 loss_bbox_4: 0.2126 loss_giou_4: 0.3667 time: 0.2803 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 23:21:16] d2.utils.events INFO: eta: 1 day, 1:26:46 iter: 124539 total_loss: 6.314 loss_ce: 0.3486 loss_bbox: 0.2298 loss_giou: 0.3707 loss_ce_0: 0.5458 loss_bbox_0: 0.3566 loss_giou_0: 0.5634 loss_ce_1: 0.4463 loss_bbox_1: 0.2554 loss_giou_1: 0.4241 loss_ce_2: 0.3901 loss_bbox_2: 0.2339 loss_giou_2: 0.3916 loss_ce_3: 0.3671 loss_bbox_3: 0.2289 loss_giou_3: 0.3788 loss_ce_4: 0.3457 loss_bbox_4: 0.2216 loss_giou_4: 0.3728 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 23:21:22] d2.utils.events INFO: eta: 1 day, 1:26:33 iter: 124559 total_loss: 6.42 loss_ce: 0.3568 loss_bbox: 0.1949 loss_giou: 0.3591 loss_ce_0: 0.5356 loss_bbox_0: 0.3345 loss_giou_0: 0.5558 loss_ce_1: 0.4317 loss_bbox_1: 0.2306 loss_giou_1: 0.4172 loss_ce_2: 0.3806 loss_bbox_2: 0.2118 loss_giou_2: 0.3816 loss_ce_3: 0.3552 loss_bbox_3: 0.2019 loss_giou_3: 0.3669 loss_ce_4: 0.3489 loss_bbox_4: 0.196 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:21:27] d2.utils.events INFO: eta: 1 day, 1:26:19 iter: 124579 total_loss: 6.37 loss_ce: 0.3499 loss_bbox: 0.2012 loss_giou: 0.3686 loss_ce_0: 0.5383 loss_bbox_0: 0.3374 loss_giou_0: 0.5341 loss_ce_1: 0.439 loss_bbox_1: 0.2265 loss_giou_1: 0.4088 loss_ce_2: 0.375 loss_bbox_2: 0.2085 loss_giou_2: 0.3846 loss_ce_3: 0.3516 loss_bbox_3: 0.1999 loss_giou_3: 0.3751 loss_ce_4: 0.341 loss_bbox_4: 0.2024 loss_giou_4: 0.3699 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 23:21:33] d2.utils.events INFO: eta: 1 day, 1:26:29 iter: 124599 total_loss: 6.005 loss_ce: 0.3372 loss_bbox: 0.1868 loss_giou: 0.3403 loss_ce_0: 0.5173 loss_bbox_0: 0.331 loss_giou_0: 0.5041 loss_ce_1: 0.4404 loss_bbox_1: 0.2152 loss_giou_1: 0.385 loss_ce_2: 0.3707 loss_bbox_2: 0.1987 loss_giou_2: 0.351 loss_ce_3: 0.3389 loss_bbox_3: 0.1947 loss_giou_3: 0.3432 loss_ce_4: 0.3324 loss_bbox_4: 0.1904 loss_giou_4: 0.3454 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:21:36] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 23:21:37] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 23:21:37] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 23:21:37] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 23:21:37] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 23:21:37] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 23:21:44] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0047 s/iter. Inference: 0.0431 s/iter. Eval: 0.0003 s/iter. Total: 0.0482 s/iter. ETA=0:00:29 [11/02 23:21:49] d2.evaluation.evaluator INFO: Inference done 105/625. Dataloading: 0.0034 s/iter. Inference: 0.0497 s/iter. Eval: 0.0003 s/iter. Total: 0.0535 s/iter. ETA=0:00:27 [11/02 23:21:54] d2.evaluation.evaluator INFO: Inference done 203/625. Dataloading: 0.0031 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:22 [11/02 23:21:59] d2.evaluation.evaluator INFO: Inference done 295/625. Dataloading: 0.0031 s/iter. Inference: 0.0495 s/iter. Eval: 0.0004 s/iter. Total: 0.0531 s/iter. ETA=0:00:17 [11/02 23:22:04] d2.evaluation.evaluator INFO: Inference done 392/625. Dataloading: 0.0031 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0527 s/iter. ETA=0:00:12 [11/02 23:22:09] d2.evaluation.evaluator INFO: Inference done 489/625. Dataloading: 0.0030 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:07 [11/02 23:22:14] d2.evaluation.evaluator INFO: Inference done 587/625. Dataloading: 0.0030 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:01 [11/02 23:22:17] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.854218 (0.052991 s / iter per device, on 8 devices) [11/02 23:22:17] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048927 s / iter per device, on 8 devices) [11/02 23:22:23] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 23:22:23] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 23:22:25] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 23:22:27] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 23:22:40] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.22 seconds. [11/02 23:22:40] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 23:22:41] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.33 seconds. [11/02 23:22:41] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 40.261 | 58.976 | 42.987 | 22.917 | 43.381 | 55.635 | [11/02 23:22:41] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 51.355 | bicycle | 27.794 | car | 40.699 | | motorcycle | 38.962 | airplane | 67.061 | bus | 65.499 | | train | 63.462 | truck | 36.263 | boat | 25.646 | | traffic light | 26.284 | fire hydrant | 64.412 | stop sign | 65.687 | | parking meter | 45.866 | bench | 24.376 | bird | 36.758 | | cat | 72.065 | dog | 64.219 | horse | 59.389 | | sheep | 49.153 | cow | 57.714 | elephant | 64.101 | | bear | 73.597 | zebra | 64.682 | giraffe | 65.462 | | backpack | 12.914 | umbrella | 33.925 | handbag | 12.720 | | tie | 27.103 | suitcase | 37.009 | frisbee | 67.056 | | skis | 24.990 | snowboard | 40.616 | sports ball | 44.416 | | kite | 42.466 | baseball bat | 26.431 | baseball glove | 36.126 | | skateboard | 52.254 | surfboard | 36.020 | tennis racket | 45.821 | | bottle | 34.468 | wine glass | 31.045 | cup | 37.967 | | fork | 27.953 | knife | 14.736 | spoon | 13.047 | | bowl | 42.177 | banana | 21.680 | apple | 15.980 | | sandwich | 35.044 | orange | 29.489 | broccoli | 20.085 | | carrot | 20.434 | hot dog | 34.563 | pizza | 50.386 | | donut | 44.177 | cake | 33.084 | chair | 22.886 | | couch | 47.627 | potted plant | 25.557 | bed | 47.979 | | dining table | 28.963 | toilet | 62.081 | tv | 55.585 | | laptop | 56.934 | mouse | 57.139 | remote | 26.897 | | keyboard | 48.776 | cell phone | 33.039 | microwave | 56.941 | | oven | 33.222 | toaster | 22.548 | sink | 36.604 | | refrigerator | 55.397 | book | 10.458 | clock | 49.503 | | vase | 38.166 | scissors | 38.234 | teddy bear | 45.293 | | hair drier | 6.197 | toothbrush | 18.169 | | | [11/02 23:22:42] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 23:22:42] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 23:22:42] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 23:22:42] d2.evaluation.testing INFO: copypaste: 40.2611,58.9755,42.9873,22.9175,43.3808,55.6353 [11/02 23:22:45] d2.utils.events INFO: eta: 1 day, 1:27:20 iter: 124619 total_loss: 6.535 loss_ce: 0.3341 loss_bbox: 0.1983 loss_giou: 0.3637 loss_ce_0: 0.5257 loss_bbox_0: 0.3389 loss_giou_0: 0.5796 loss_ce_1: 0.413 loss_bbox_1: 0.2337 loss_giou_1: 0.4249 loss_ce_2: 0.3587 loss_bbox_2: 0.2118 loss_giou_2: 0.3864 loss_ce_3: 0.3416 loss_bbox_3: 0.2007 loss_giou_3: 0.3758 loss_ce_4: 0.3284 loss_bbox_4: 0.1974 loss_giou_4: 0.3701 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 23:22:51] d2.utils.events INFO: eta: 1 day, 1:26:52 iter: 124639 total_loss: 6.318 loss_ce: 0.3252 loss_bbox: 0.1899 loss_giou: 0.3516 loss_ce_0: 0.5437 loss_bbox_0: 0.3359 loss_giou_0: 0.5563 loss_ce_1: 0.4233 loss_bbox_1: 0.229 loss_giou_1: 0.4105 loss_ce_2: 0.3643 loss_bbox_2: 0.204 loss_giou_2: 0.3758 loss_ce_3: 0.3405 loss_bbox_3: 0.1935 loss_giou_3: 0.3618 loss_ce_4: 0.3279 loss_bbox_4: 0.1914 loss_giou_4: 0.3543 time: 0.2803 data_time: 0.0345 lr: 2.5e-05 max_mem: 5427M [11/02 23:22:56] d2.utils.events INFO: eta: 1 day, 1:26:46 iter: 124659 total_loss: 6.071 loss_ce: 0.3321 loss_bbox: 0.1928 loss_giou: 0.3494 loss_ce_0: 0.5325 loss_bbox_0: 0.3375 loss_giou_0: 0.5191 loss_ce_1: 0.4285 loss_bbox_1: 0.2367 loss_giou_1: 0.4008 loss_ce_2: 0.3601 loss_bbox_2: 0.2086 loss_giou_2: 0.3643 loss_ce_3: 0.3401 loss_bbox_3: 0.1955 loss_giou_3: 0.3557 loss_ce_4: 0.3293 loss_bbox_4: 0.1937 loss_giou_4: 0.3513 time: 0.2803 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:02] d2.utils.events INFO: eta: 1 day, 1:26:48 iter: 124679 total_loss: 6.212 loss_ce: 0.3269 loss_bbox: 0.1897 loss_giou: 0.3585 loss_ce_0: 0.5414 loss_bbox_0: 0.3219 loss_giou_0: 0.531 loss_ce_1: 0.4299 loss_bbox_1: 0.2249 loss_giou_1: 0.4091 loss_ce_2: 0.3623 loss_bbox_2: 0.2103 loss_giou_2: 0.3779 loss_ce_3: 0.3348 loss_bbox_3: 0.2017 loss_giou_3: 0.3675 loss_ce_4: 0.3357 loss_bbox_4: 0.1942 loss_giou_4: 0.3577 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:08] d2.utils.events INFO: eta: 1 day, 1:27:05 iter: 124699 total_loss: 6.143 loss_ce: 0.3415 loss_bbox: 0.1935 loss_giou: 0.3627 loss_ce_0: 0.519 loss_bbox_0: 0.3273 loss_giou_0: 0.5353 loss_ce_1: 0.4324 loss_bbox_1: 0.2274 loss_giou_1: 0.4046 loss_ce_2: 0.3656 loss_bbox_2: 0.2016 loss_giou_2: 0.3745 loss_ce_3: 0.3404 loss_bbox_3: 0.1975 loss_giou_3: 0.3734 loss_ce_4: 0.3344 loss_bbox_4: 0.1958 loss_giou_4: 0.3682 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:14] d2.utils.events INFO: eta: 1 day, 1:27:01 iter: 124719 total_loss: 6.145 loss_ce: 0.3174 loss_bbox: 0.1861 loss_giou: 0.3688 loss_ce_0: 0.5181 loss_bbox_0: 0.3187 loss_giou_0: 0.5252 loss_ce_1: 0.411 loss_bbox_1: 0.2229 loss_giou_1: 0.4105 loss_ce_2: 0.3659 loss_bbox_2: 0.1985 loss_giou_2: 0.3791 loss_ce_3: 0.3229 loss_bbox_3: 0.1951 loss_giou_3: 0.375 loss_ce_4: 0.313 loss_bbox_4: 0.186 loss_giou_4: 0.3671 time: 0.2803 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:19] d2.utils.events INFO: eta: 1 day, 1:26:56 iter: 124739 total_loss: 6.006 loss_ce: 0.3094 loss_bbox: 0.1992 loss_giou: 0.3497 loss_ce_0: 0.515 loss_bbox_0: 0.3236 loss_giou_0: 0.5265 loss_ce_1: 0.4092 loss_bbox_1: 0.2298 loss_giou_1: 0.3895 loss_ce_2: 0.3433 loss_bbox_2: 0.2086 loss_giou_2: 0.3636 loss_ce_3: 0.3192 loss_bbox_3: 0.2053 loss_giou_3: 0.3589 loss_ce_4: 0.3132 loss_bbox_4: 0.1993 loss_giou_4: 0.3543 time: 0.2803 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:25] d2.utils.events INFO: eta: 1 day, 1:27:38 iter: 124759 total_loss: 6.028 loss_ce: 0.308 loss_bbox: 0.1991 loss_giou: 0.3321 loss_ce_0: 0.503 loss_bbox_0: 0.334 loss_giou_0: 0.5289 loss_ce_1: 0.4035 loss_bbox_1: 0.2284 loss_giou_1: 0.3881 loss_ce_2: 0.3447 loss_bbox_2: 0.2045 loss_giou_2: 0.3573 loss_ce_3: 0.3129 loss_bbox_3: 0.1965 loss_giou_3: 0.3398 loss_ce_4: 0.2995 loss_bbox_4: 0.1939 loss_giou_4: 0.3359 time: 0.2803 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:31] d2.utils.events INFO: eta: 1 day, 1:27:53 iter: 124779 total_loss: 6.315 loss_ce: 0.3422 loss_bbox: 0.2039 loss_giou: 0.3464 loss_ce_0: 0.5319 loss_bbox_0: 0.334 loss_giou_0: 0.5562 loss_ce_1: 0.4334 loss_bbox_1: 0.2231 loss_giou_1: 0.4033 loss_ce_2: 0.3765 loss_bbox_2: 0.2078 loss_giou_2: 0.3601 loss_ce_3: 0.346 loss_bbox_3: 0.204 loss_giou_3: 0.3537 loss_ce_4: 0.3451 loss_bbox_4: 0.2007 loss_giou_4: 0.3481 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:36] d2.utils.events INFO: eta: 1 day, 1:27:27 iter: 124799 total_loss: 6.108 loss_ce: 0.3285 loss_bbox: 0.1936 loss_giou: 0.3583 loss_ce_0: 0.5201 loss_bbox_0: 0.3225 loss_giou_0: 0.5415 loss_ce_1: 0.4308 loss_bbox_1: 0.2163 loss_giou_1: 0.4139 loss_ce_2: 0.3713 loss_bbox_2: 0.2051 loss_giou_2: 0.373 loss_ce_3: 0.3401 loss_bbox_3: 0.2027 loss_giou_3: 0.3576 loss_ce_4: 0.3301 loss_bbox_4: 0.2007 loss_giou_4: 0.3562 time: 0.2803 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:42] d2.utils.events INFO: eta: 1 day, 1:27:17 iter: 124819 total_loss: 6.19 loss_ce: 0.3269 loss_bbox: 0.1809 loss_giou: 0.378 loss_ce_0: 0.5225 loss_bbox_0: 0.3166 loss_giou_0: 0.587 loss_ce_1: 0.4233 loss_bbox_1: 0.2166 loss_giou_1: 0.4426 loss_ce_2: 0.3594 loss_bbox_2: 0.1861 loss_giou_2: 0.3982 loss_ce_3: 0.3297 loss_bbox_3: 0.183 loss_giou_3: 0.3907 loss_ce_4: 0.3143 loss_bbox_4: 0.1776 loss_giou_4: 0.3806 time: 0.2803 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:48] d2.utils.events INFO: eta: 1 day, 1:27:15 iter: 124839 total_loss: 6.032 loss_ce: 0.3239 loss_bbox: 0.1859 loss_giou: 0.3333 loss_ce_0: 0.5196 loss_bbox_0: 0.3198 loss_giou_0: 0.5229 loss_ce_1: 0.4333 loss_bbox_1: 0.2293 loss_giou_1: 0.3951 loss_ce_2: 0.3582 loss_bbox_2: 0.2047 loss_giou_2: 0.3548 loss_ce_3: 0.3414 loss_bbox_3: 0.1926 loss_giou_3: 0.3472 loss_ce_4: 0.3295 loss_bbox_4: 0.1904 loss_giou_4: 0.3385 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:54] d2.utils.events INFO: eta: 1 day, 1:26:53 iter: 124859 total_loss: 6.008 loss_ce: 0.3248 loss_bbox: 0.1856 loss_giou: 0.3471 loss_ce_0: 0.5185 loss_bbox_0: 0.3318 loss_giou_0: 0.5382 loss_ce_1: 0.4209 loss_bbox_1: 0.2256 loss_giou_1: 0.3947 loss_ce_2: 0.3563 loss_bbox_2: 0.2078 loss_giou_2: 0.3637 loss_ce_3: 0.3268 loss_bbox_3: 0.1957 loss_giou_3: 0.3537 loss_ce_4: 0.3271 loss_bbox_4: 0.1881 loss_giou_4: 0.3529 time: 0.2803 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 23:23:59] d2.utils.events INFO: eta: 1 day, 1:26:52 iter: 124879 total_loss: 5.952 loss_ce: 0.3186 loss_bbox: 0.1866 loss_giou: 0.3505 loss_ce_0: 0.5047 loss_bbox_0: 0.319 loss_giou_0: 0.5357 loss_ce_1: 0.4148 loss_bbox_1: 0.2209 loss_giou_1: 0.3917 loss_ce_2: 0.3527 loss_bbox_2: 0.1972 loss_giou_2: 0.3644 loss_ce_3: 0.3181 loss_bbox_3: 0.1888 loss_giou_3: 0.3574 loss_ce_4: 0.3156 loss_bbox_4: 0.1877 loss_giou_4: 0.352 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:05] d2.utils.events INFO: eta: 1 day, 1:26:17 iter: 124899 total_loss: 6.437 loss_ce: 0.3553 loss_bbox: 0.2168 loss_giou: 0.3584 loss_ce_0: 0.5495 loss_bbox_0: 0.3505 loss_giou_0: 0.5153 loss_ce_1: 0.4534 loss_bbox_1: 0.2477 loss_giou_1: 0.3986 loss_ce_2: 0.3896 loss_bbox_2: 0.2323 loss_giou_2: 0.3757 loss_ce_3: 0.3523 loss_bbox_3: 0.2272 loss_giou_3: 0.3673 loss_ce_4: 0.3606 loss_bbox_4: 0.2185 loss_giou_4: 0.3596 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:11] d2.utils.events INFO: eta: 1 day, 1:26:02 iter: 124919 total_loss: 6.173 loss_ce: 0.3383 loss_bbox: 0.1935 loss_giou: 0.3504 loss_ce_0: 0.5129 loss_bbox_0: 0.3331 loss_giou_0: 0.5068 loss_ce_1: 0.4259 loss_bbox_1: 0.2226 loss_giou_1: 0.3912 loss_ce_2: 0.3706 loss_bbox_2: 0.2064 loss_giou_2: 0.3604 loss_ce_3: 0.3488 loss_bbox_3: 0.2001 loss_giou_3: 0.3595 loss_ce_4: 0.3448 loss_bbox_4: 0.1962 loss_giou_4: 0.3532 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:16] d2.utils.events INFO: eta: 1 day, 1:25:40 iter: 124939 total_loss: 6.1 loss_ce: 0.3328 loss_bbox: 0.1894 loss_giou: 0.3732 loss_ce_0: 0.508 loss_bbox_0: 0.3177 loss_giou_0: 0.5576 loss_ce_1: 0.4025 loss_bbox_1: 0.2235 loss_giou_1: 0.4288 loss_ce_2: 0.3623 loss_bbox_2: 0.2029 loss_giou_2: 0.3897 loss_ce_3: 0.3397 loss_bbox_3: 0.1987 loss_giou_3: 0.3792 loss_ce_4: 0.3317 loss_bbox_4: 0.1947 loss_giou_4: 0.3729 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:22] d2.utils.events INFO: eta: 1 day, 1:25:06 iter: 124959 total_loss: 6.13 loss_ce: 0.3119 loss_bbox: 0.1942 loss_giou: 0.3554 loss_ce_0: 0.5082 loss_bbox_0: 0.3293 loss_giou_0: 0.5508 loss_ce_1: 0.4208 loss_bbox_1: 0.2372 loss_giou_1: 0.4084 loss_ce_2: 0.3478 loss_bbox_2: 0.209 loss_giou_2: 0.3802 loss_ce_3: 0.3131 loss_bbox_3: 0.2024 loss_giou_3: 0.3637 loss_ce_4: 0.3095 loss_bbox_4: 0.1977 loss_giou_4: 0.3506 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:28] d2.utils.events INFO: eta: 1 day, 1:25:23 iter: 124979 total_loss: 6.069 loss_ce: 0.3289 loss_bbox: 0.214 loss_giou: 0.3552 loss_ce_0: 0.5475 loss_bbox_0: 0.3402 loss_giou_0: 0.5308 loss_ce_1: 0.4286 loss_bbox_1: 0.2394 loss_giou_1: 0.3918 loss_ce_2: 0.3656 loss_bbox_2: 0.2238 loss_giou_2: 0.3624 loss_ce_3: 0.3396 loss_bbox_3: 0.2165 loss_giou_3: 0.356 loss_ce_4: 0.3284 loss_bbox_4: 0.215 loss_giou_4: 0.3574 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:34] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0124999.pth [11/02 23:24:36] d2.utils.events INFO: eta: 1 day, 1:25:18 iter: 124999 total_loss: 6.309 loss_ce: 0.3445 loss_bbox: 0.1987 loss_giou: 0.3806 loss_ce_0: 0.5486 loss_bbox_0: 0.3485 loss_giou_0: 0.5549 loss_ce_1: 0.4378 loss_bbox_1: 0.2375 loss_giou_1: 0.4163 loss_ce_2: 0.3801 loss_bbox_2: 0.2177 loss_giou_2: 0.3933 loss_ce_3: 0.3553 loss_bbox_3: 0.2095 loss_giou_3: 0.3771 loss_ce_4: 0.3461 loss_bbox_4: 0.202 loss_giou_4: 0.3841 time: 0.2803 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:41] d2.utils.events INFO: eta: 1 day, 1:25:17 iter: 125019 total_loss: 5.812 loss_ce: 0.3052 loss_bbox: 0.1986 loss_giou: 0.3282 loss_ce_0: 0.5142 loss_bbox_0: 0.3243 loss_giou_0: 0.5262 loss_ce_1: 0.3848 loss_bbox_1: 0.227 loss_giou_1: 0.3776 loss_ce_2: 0.3284 loss_bbox_2: 0.2059 loss_giou_2: 0.347 loss_ce_3: 0.3088 loss_bbox_3: 0.1993 loss_giou_3: 0.3385 loss_ce_4: 0.3013 loss_bbox_4: 0.2036 loss_giou_4: 0.3307 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:47] d2.utils.events INFO: eta: 1 day, 1:24:53 iter: 125039 total_loss: 6.034 loss_ce: 0.3193 loss_bbox: 0.2034 loss_giou: 0.3554 loss_ce_0: 0.5305 loss_bbox_0: 0.3126 loss_giou_0: 0.5267 loss_ce_1: 0.4193 loss_bbox_1: 0.2232 loss_giou_1: 0.395 loss_ce_2: 0.3605 loss_bbox_2: 0.204 loss_giou_2: 0.3663 loss_ce_3: 0.3251 loss_bbox_3: 0.1983 loss_giou_3: 0.3673 loss_ce_4: 0.3224 loss_bbox_4: 0.2035 loss_giou_4: 0.3568 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:53] d2.utils.events INFO: eta: 1 day, 1:24:21 iter: 125059 total_loss: 5.904 loss_ce: 0.3058 loss_bbox: 0.1993 loss_giou: 0.3372 loss_ce_0: 0.5154 loss_bbox_0: 0.3209 loss_giou_0: 0.5413 loss_ce_1: 0.4019 loss_bbox_1: 0.2282 loss_giou_1: 0.3957 loss_ce_2: 0.3336 loss_bbox_2: 0.2079 loss_giou_2: 0.3596 loss_ce_3: 0.308 loss_bbox_3: 0.206 loss_giou_3: 0.3467 loss_ce_4: 0.3026 loss_bbox_4: 0.2021 loss_giou_4: 0.3407 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:24:58] d2.utils.events INFO: eta: 1 day, 1:23:50 iter: 125079 total_loss: 6.186 loss_ce: 0.3229 loss_bbox: 0.2129 loss_giou: 0.3595 loss_ce_0: 0.5265 loss_bbox_0: 0.338 loss_giou_0: 0.5509 loss_ce_1: 0.428 loss_bbox_1: 0.2441 loss_giou_1: 0.4074 loss_ce_2: 0.3544 loss_bbox_2: 0.224 loss_giou_2: 0.3698 loss_ce_3: 0.3327 loss_bbox_3: 0.2124 loss_giou_3: 0.3593 loss_ce_4: 0.3194 loss_bbox_4: 0.2085 loss_giou_4: 0.3628 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:04] d2.utils.events INFO: eta: 1 day, 1:23:30 iter: 125099 total_loss: 6.53 loss_ce: 0.3575 loss_bbox: 0.2003 loss_giou: 0.3832 loss_ce_0: 0.5546 loss_bbox_0: 0.3339 loss_giou_0: 0.5327 loss_ce_1: 0.4453 loss_bbox_1: 0.2346 loss_giou_1: 0.4205 loss_ce_2: 0.392 loss_bbox_2: 0.2104 loss_giou_2: 0.3918 loss_ce_3: 0.3634 loss_bbox_3: 0.2002 loss_giou_3: 0.395 loss_ce_4: 0.355 loss_bbox_4: 0.1986 loss_giou_4: 0.3885 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:10] d2.utils.events INFO: eta: 1 day, 1:23:32 iter: 125119 total_loss: 6.112 loss_ce: 0.3478 loss_bbox: 0.1945 loss_giou: 0.3651 loss_ce_0: 0.5302 loss_bbox_0: 0.3348 loss_giou_0: 0.5714 loss_ce_1: 0.4287 loss_bbox_1: 0.2228 loss_giou_1: 0.4226 loss_ce_2: 0.3759 loss_bbox_2: 0.2012 loss_giou_2: 0.3873 loss_ce_3: 0.3539 loss_bbox_3: 0.2003 loss_giou_3: 0.3692 loss_ce_4: 0.3451 loss_bbox_4: 0.1965 loss_giou_4: 0.3637 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:15] d2.utils.events INFO: eta: 1 day, 1:23:48 iter: 125139 total_loss: 5.803 loss_ce: 0.3182 loss_bbox: 0.1833 loss_giou: 0.3405 loss_ce_0: 0.5116 loss_bbox_0: 0.3281 loss_giou_0: 0.5482 loss_ce_1: 0.4083 loss_bbox_1: 0.2206 loss_giou_1: 0.3945 loss_ce_2: 0.3481 loss_bbox_2: 0.2005 loss_giou_2: 0.3558 loss_ce_3: 0.3244 loss_bbox_3: 0.1903 loss_giou_3: 0.3459 loss_ce_4: 0.3154 loss_bbox_4: 0.1853 loss_giou_4: 0.3404 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:21] d2.utils.events INFO: eta: 1 day, 1:23:35 iter: 125159 total_loss: 6.083 loss_ce: 0.3162 loss_bbox: 0.1949 loss_giou: 0.3537 loss_ce_0: 0.5364 loss_bbox_0: 0.336 loss_giou_0: 0.5147 loss_ce_1: 0.4114 loss_bbox_1: 0.2323 loss_giou_1: 0.3897 loss_ce_2: 0.3627 loss_bbox_2: 0.2102 loss_giou_2: 0.3701 loss_ce_3: 0.3225 loss_bbox_3: 0.2038 loss_giou_3: 0.3607 loss_ce_4: 0.3226 loss_bbox_4: 0.197 loss_giou_4: 0.3546 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:27] d2.utils.events INFO: eta: 1 day, 1:23:51 iter: 125179 total_loss: 5.785 loss_ce: 0.3108 loss_bbox: 0.1804 loss_giou: 0.3475 loss_ce_0: 0.5047 loss_bbox_0: 0.3094 loss_giou_0: 0.5494 loss_ce_1: 0.4065 loss_bbox_1: 0.2066 loss_giou_1: 0.4035 loss_ce_2: 0.334 loss_bbox_2: 0.1871 loss_giou_2: 0.3616 loss_ce_3: 0.312 loss_bbox_3: 0.1828 loss_giou_3: 0.3522 loss_ce_4: 0.3021 loss_bbox_4: 0.1825 loss_giou_4: 0.3483 time: 0.2803 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:32] d2.utils.events INFO: eta: 1 day, 1:23:59 iter: 125199 total_loss: 6.179 loss_ce: 0.3444 loss_bbox: 0.2158 loss_giou: 0.3418 loss_ce_0: 0.526 loss_bbox_0: 0.3337 loss_giou_0: 0.5279 loss_ce_1: 0.4245 loss_bbox_1: 0.2335 loss_giou_1: 0.3941 loss_ce_2: 0.3722 loss_bbox_2: 0.2183 loss_giou_2: 0.3613 loss_ce_3: 0.3518 loss_bbox_3: 0.2067 loss_giou_3: 0.3574 loss_ce_4: 0.3452 loss_bbox_4: 0.2156 loss_giou_4: 0.3472 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:38] d2.utils.events INFO: eta: 1 day, 1:23:53 iter: 125219 total_loss: 6.175 loss_ce: 0.3337 loss_bbox: 0.1927 loss_giou: 0.3739 loss_ce_0: 0.5151 loss_bbox_0: 0.3279 loss_giou_0: 0.5859 loss_ce_1: 0.4091 loss_bbox_1: 0.2253 loss_giou_1: 0.4299 loss_ce_2: 0.3627 loss_bbox_2: 0.2066 loss_giou_2: 0.3883 loss_ce_3: 0.3425 loss_bbox_3: 0.2014 loss_giou_3: 0.3834 loss_ce_4: 0.3332 loss_bbox_4: 0.1976 loss_giou_4: 0.3705 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:44] d2.utils.events INFO: eta: 1 day, 1:23:05 iter: 125239 total_loss: 6.032 loss_ce: 0.3273 loss_bbox: 0.1895 loss_giou: 0.3452 loss_ce_0: 0.5176 loss_bbox_0: 0.3283 loss_giou_0: 0.5271 loss_ce_1: 0.4351 loss_bbox_1: 0.2244 loss_giou_1: 0.3955 loss_ce_2: 0.3608 loss_bbox_2: 0.2092 loss_giou_2: 0.3618 loss_ce_3: 0.3381 loss_bbox_3: 0.1935 loss_giou_3: 0.355 loss_ce_4: 0.3285 loss_bbox_4: 0.1925 loss_giou_4: 0.3456 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:50] d2.utils.events INFO: eta: 1 day, 1:22:23 iter: 125259 total_loss: 6.173 loss_ce: 0.3238 loss_bbox: 0.2055 loss_giou: 0.3361 loss_ce_0: 0.5069 loss_bbox_0: 0.3404 loss_giou_0: 0.5093 loss_ce_1: 0.4102 loss_bbox_1: 0.2374 loss_giou_1: 0.3834 loss_ce_2: 0.3579 loss_bbox_2: 0.2204 loss_giou_2: 0.3491 loss_ce_3: 0.3235 loss_bbox_3: 0.2105 loss_giou_3: 0.3438 loss_ce_4: 0.3175 loss_bbox_4: 0.2079 loss_giou_4: 0.3376 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 23:25:55] d2.utils.events INFO: eta: 1 day, 1:22:17 iter: 125279 total_loss: 6.159 loss_ce: 0.3486 loss_bbox: 0.1972 loss_giou: 0.3485 loss_ce_0: 0.5553 loss_bbox_0: 0.3401 loss_giou_0: 0.5395 loss_ce_1: 0.4521 loss_bbox_1: 0.228 loss_giou_1: 0.4027 loss_ce_2: 0.3825 loss_bbox_2: 0.2117 loss_giou_2: 0.372 loss_ce_3: 0.3582 loss_bbox_3: 0.2003 loss_giou_3: 0.3574 loss_ce_4: 0.3529 loss_bbox_4: 0.1994 loss_giou_4: 0.3512 time: 0.2803 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:01] d2.utils.events INFO: eta: 1 day, 1:22:06 iter: 125299 total_loss: 5.886 loss_ce: 0.3274 loss_bbox: 0.2056 loss_giou: 0.3255 loss_ce_0: 0.5313 loss_bbox_0: 0.3363 loss_giou_0: 0.5119 loss_ce_1: 0.441 loss_bbox_1: 0.25 loss_giou_1: 0.373 loss_ce_2: 0.3695 loss_bbox_2: 0.2211 loss_giou_2: 0.3444 loss_ce_3: 0.3423 loss_bbox_3: 0.2121 loss_giou_3: 0.3289 loss_ce_4: 0.3322 loss_bbox_4: 0.2087 loss_giou_4: 0.3351 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:07] d2.utils.events INFO: eta: 1 day, 1:21:52 iter: 125319 total_loss: 6.193 loss_ce: 0.3473 loss_bbox: 0.1947 loss_giou: 0.3789 loss_ce_0: 0.5325 loss_bbox_0: 0.3212 loss_giou_0: 0.5759 loss_ce_1: 0.4497 loss_bbox_1: 0.2273 loss_giou_1: 0.4236 loss_ce_2: 0.3823 loss_bbox_2: 0.2088 loss_giou_2: 0.3918 loss_ce_3: 0.3618 loss_bbox_3: 0.203 loss_giou_3: 0.3827 loss_ce_4: 0.3461 loss_bbox_4: 0.1983 loss_giou_4: 0.3785 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:12] d2.utils.events INFO: eta: 1 day, 1:22:23 iter: 125339 total_loss: 5.736 loss_ce: 0.3098 loss_bbox: 0.2013 loss_giou: 0.3268 loss_ce_0: 0.5076 loss_bbox_0: 0.3359 loss_giou_0: 0.5138 loss_ce_1: 0.3945 loss_bbox_1: 0.2351 loss_giou_1: 0.3752 loss_ce_2: 0.3342 loss_bbox_2: 0.2123 loss_giou_2: 0.3501 loss_ce_3: 0.3157 loss_bbox_3: 0.2102 loss_giou_3: 0.3392 loss_ce_4: 0.3114 loss_bbox_4: 0.2018 loss_giou_4: 0.3315 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:18] d2.utils.events INFO: eta: 1 day, 1:22:47 iter: 125359 total_loss: 6.135 loss_ce: 0.346 loss_bbox: 0.2024 loss_giou: 0.3603 loss_ce_0: 0.5156 loss_bbox_0: 0.3206 loss_giou_0: 0.5656 loss_ce_1: 0.4216 loss_bbox_1: 0.2321 loss_giou_1: 0.401 loss_ce_2: 0.3682 loss_bbox_2: 0.2102 loss_giou_2: 0.3839 loss_ce_3: 0.3523 loss_bbox_3: 0.2077 loss_giou_3: 0.3719 loss_ce_4: 0.3463 loss_bbox_4: 0.2026 loss_giou_4: 0.3711 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:24] d2.utils.events INFO: eta: 1 day, 1:22:43 iter: 125379 total_loss: 6.322 loss_ce: 0.3558 loss_bbox: 0.2 loss_giou: 0.3612 loss_ce_0: 0.5566 loss_bbox_0: 0.3343 loss_giou_0: 0.5724 loss_ce_1: 0.4533 loss_bbox_1: 0.2361 loss_giou_1: 0.4159 loss_ce_2: 0.3851 loss_bbox_2: 0.2093 loss_giou_2: 0.3807 loss_ce_3: 0.3635 loss_bbox_3: 0.2056 loss_giou_3: 0.3737 loss_ce_4: 0.3469 loss_bbox_4: 0.2044 loss_giou_4: 0.3667 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:29] d2.utils.events INFO: eta: 1 day, 1:23:11 iter: 125399 total_loss: 5.891 loss_ce: 0.3062 loss_bbox: 0.2026 loss_giou: 0.3626 loss_ce_0: 0.4933 loss_bbox_0: 0.3265 loss_giou_0: 0.5434 loss_ce_1: 0.3962 loss_bbox_1: 0.2334 loss_giou_1: 0.4066 loss_ce_2: 0.3515 loss_bbox_2: 0.2154 loss_giou_2: 0.3733 loss_ce_3: 0.324 loss_bbox_3: 0.2051 loss_giou_3: 0.3596 loss_ce_4: 0.3071 loss_bbox_4: 0.2043 loss_giou_4: 0.3593 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:35] d2.utils.events INFO: eta: 1 day, 1:23:14 iter: 125419 total_loss: 6.073 loss_ce: 0.3181 loss_bbox: 0.1981 loss_giou: 0.3721 loss_ce_0: 0.5147 loss_bbox_0: 0.3398 loss_giou_0: 0.5451 loss_ce_1: 0.4044 loss_bbox_1: 0.2296 loss_giou_1: 0.4132 loss_ce_2: 0.3504 loss_bbox_2: 0.2043 loss_giou_2: 0.3838 loss_ce_3: 0.3243 loss_bbox_3: 0.1996 loss_giou_3: 0.3757 loss_ce_4: 0.3159 loss_bbox_4: 0.1995 loss_giou_4: 0.3759 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:41] d2.utils.events INFO: eta: 1 day, 1:23:09 iter: 125439 total_loss: 6.302 loss_ce: 0.3282 loss_bbox: 0.2112 loss_giou: 0.3677 loss_ce_0: 0.5457 loss_bbox_0: 0.3563 loss_giou_0: 0.5637 loss_ce_1: 0.442 loss_bbox_1: 0.2477 loss_giou_1: 0.4157 loss_ce_2: 0.3588 loss_bbox_2: 0.2225 loss_giou_2: 0.3941 loss_ce_3: 0.3384 loss_bbox_3: 0.2142 loss_giou_3: 0.3808 loss_ce_4: 0.3303 loss_bbox_4: 0.2123 loss_giou_4: 0.367 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:46] d2.utils.events INFO: eta: 1 day, 1:22:42 iter: 125459 total_loss: 5.944 loss_ce: 0.3324 loss_bbox: 0.2005 loss_giou: 0.3388 loss_ce_0: 0.5137 loss_bbox_0: 0.3291 loss_giou_0: 0.5111 loss_ce_1: 0.4172 loss_bbox_1: 0.2317 loss_giou_1: 0.3917 loss_ce_2: 0.3609 loss_bbox_2: 0.2086 loss_giou_2: 0.3579 loss_ce_3: 0.3369 loss_bbox_3: 0.2061 loss_giou_3: 0.3486 loss_ce_4: 0.3322 loss_bbox_4: 0.2017 loss_giou_4: 0.3457 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:52] d2.utils.events INFO: eta: 1 day, 1:22:07 iter: 125479 total_loss: 6.113 loss_ce: 0.3327 loss_bbox: 0.1823 loss_giou: 0.359 loss_ce_0: 0.5369 loss_bbox_0: 0.3155 loss_giou_0: 0.5406 loss_ce_1: 0.4348 loss_bbox_1: 0.2161 loss_giou_1: 0.404 loss_ce_2: 0.3586 loss_bbox_2: 0.1981 loss_giou_2: 0.3753 loss_ce_3: 0.3348 loss_bbox_3: 0.1872 loss_giou_3: 0.3675 loss_ce_4: 0.3376 loss_bbox_4: 0.1868 loss_giou_4: 0.3609 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 23:26:58] d2.utils.events INFO: eta: 1 day, 1:21:59 iter: 125499 total_loss: 6.303 loss_ce: 0.3254 loss_bbox: 0.1895 loss_giou: 0.3514 loss_ce_0: 0.5338 loss_bbox_0: 0.3219 loss_giou_0: 0.549 loss_ce_1: 0.4222 loss_bbox_1: 0.2242 loss_giou_1: 0.4108 loss_ce_2: 0.3583 loss_bbox_2: 0.2039 loss_giou_2: 0.3683 loss_ce_3: 0.3232 loss_bbox_3: 0.1995 loss_giou_3: 0.3599 loss_ce_4: 0.3209 loss_bbox_4: 0.1919 loss_giou_4: 0.3558 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:04] d2.utils.events INFO: eta: 1 day, 1:22:16 iter: 125519 total_loss: 6.157 loss_ce: 0.331 loss_bbox: 0.1947 loss_giou: 0.3605 loss_ce_0: 0.5231 loss_bbox_0: 0.3258 loss_giou_0: 0.5641 loss_ce_1: 0.4195 loss_bbox_1: 0.2239 loss_giou_1: 0.4166 loss_ce_2: 0.359 loss_bbox_2: 0.2025 loss_giou_2: 0.3838 loss_ce_3: 0.3338 loss_bbox_3: 0.1965 loss_giou_3: 0.3714 loss_ce_4: 0.3312 loss_bbox_4: 0.1982 loss_giou_4: 0.3657 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:09] d2.utils.events INFO: eta: 1 day, 1:21:50 iter: 125539 total_loss: 6.098 loss_ce: 0.3113 loss_bbox: 0.2092 loss_giou: 0.3523 loss_ce_0: 0.5309 loss_bbox_0: 0.324 loss_giou_0: 0.5536 loss_ce_1: 0.4099 loss_bbox_1: 0.239 loss_giou_1: 0.4137 loss_ce_2: 0.3505 loss_bbox_2: 0.2208 loss_giou_2: 0.3744 loss_ce_3: 0.3225 loss_bbox_3: 0.2169 loss_giou_3: 0.3683 loss_ce_4: 0.313 loss_bbox_4: 0.206 loss_giou_4: 0.3545 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:15] d2.utils.events INFO: eta: 1 day, 1:21:43 iter: 125559 total_loss: 6.126 loss_ce: 0.3331 loss_bbox: 0.2025 loss_giou: 0.3641 loss_ce_0: 0.518 loss_bbox_0: 0.3338 loss_giou_0: 0.5114 loss_ce_1: 0.4224 loss_bbox_1: 0.2426 loss_giou_1: 0.3965 loss_ce_2: 0.3616 loss_bbox_2: 0.2157 loss_giou_2: 0.3723 loss_ce_3: 0.339 loss_bbox_3: 0.2129 loss_giou_3: 0.3686 loss_ce_4: 0.3397 loss_bbox_4: 0.2078 loss_giou_4: 0.3658 time: 0.2803 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:21] d2.utils.events INFO: eta: 1 day, 1:21:40 iter: 125579 total_loss: 6.171 loss_ce: 0.3346 loss_bbox: 0.201 loss_giou: 0.3478 loss_ce_0: 0.5329 loss_bbox_0: 0.3404 loss_giou_0: 0.5372 loss_ce_1: 0.4168 loss_bbox_1: 0.2326 loss_giou_1: 0.3937 loss_ce_2: 0.3638 loss_bbox_2: 0.2086 loss_giou_2: 0.3661 loss_ce_3: 0.3402 loss_bbox_3: 0.2073 loss_giou_3: 0.3528 loss_ce_4: 0.3342 loss_bbox_4: 0.2015 loss_giou_4: 0.354 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:26] d2.utils.events INFO: eta: 1 day, 1:21:58 iter: 125599 total_loss: 6.212 loss_ce: 0.3344 loss_bbox: 0.2103 loss_giou: 0.3535 loss_ce_0: 0.5167 loss_bbox_0: 0.3432 loss_giou_0: 0.5434 loss_ce_1: 0.4201 loss_bbox_1: 0.2524 loss_giou_1: 0.4039 loss_ce_2: 0.358 loss_bbox_2: 0.2266 loss_giou_2: 0.3758 loss_ce_3: 0.3396 loss_bbox_3: 0.2188 loss_giou_3: 0.3642 loss_ce_4: 0.334 loss_bbox_4: 0.2147 loss_giou_4: 0.3591 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:32] d2.utils.events INFO: eta: 1 day, 1:21:10 iter: 125619 total_loss: 5.985 loss_ce: 0.3169 loss_bbox: 0.1968 loss_giou: 0.3483 loss_ce_0: 0.5155 loss_bbox_0: 0.3287 loss_giou_0: 0.5222 loss_ce_1: 0.4236 loss_bbox_1: 0.2229 loss_giou_1: 0.3825 loss_ce_2: 0.354 loss_bbox_2: 0.2042 loss_giou_2: 0.361 loss_ce_3: 0.3399 loss_bbox_3: 0.2032 loss_giou_3: 0.3584 loss_ce_4: 0.3244 loss_bbox_4: 0.1986 loss_giou_4: 0.3508 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:38] d2.utils.events INFO: eta: 1 day, 1:21:05 iter: 125639 total_loss: 6.238 loss_ce: 0.3376 loss_bbox: 0.2173 loss_giou: 0.3589 loss_ce_0: 0.5302 loss_bbox_0: 0.3452 loss_giou_0: 0.5456 loss_ce_1: 0.4268 loss_bbox_1: 0.247 loss_giou_1: 0.4084 loss_ce_2: 0.3622 loss_bbox_2: 0.2248 loss_giou_2: 0.3755 loss_ce_3: 0.3431 loss_bbox_3: 0.2216 loss_giou_3: 0.3678 loss_ce_4: 0.3372 loss_bbox_4: 0.2162 loss_giou_4: 0.3595 time: 0.2803 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:43] d2.utils.events INFO: eta: 1 day, 1:21:40 iter: 125659 total_loss: 6.047 loss_ce: 0.3278 loss_bbox: 0.191 loss_giou: 0.337 loss_ce_0: 0.5203 loss_bbox_0: 0.3383 loss_giou_0: 0.5483 loss_ce_1: 0.4234 loss_bbox_1: 0.2271 loss_giou_1: 0.3983 loss_ce_2: 0.3642 loss_bbox_2: 0.2064 loss_giou_2: 0.3595 loss_ce_3: 0.3303 loss_bbox_3: 0.2007 loss_giou_3: 0.3477 loss_ce_4: 0.3316 loss_bbox_4: 0.1921 loss_giou_4: 0.3433 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:49] d2.utils.events INFO: eta: 1 day, 1:21:12 iter: 125679 total_loss: 5.991 loss_ce: 0.317 loss_bbox: 0.1969 loss_giou: 0.3533 loss_ce_0: 0.5163 loss_bbox_0: 0.342 loss_giou_0: 0.5454 loss_ce_1: 0.425 loss_bbox_1: 0.2404 loss_giou_1: 0.4005 loss_ce_2: 0.3579 loss_bbox_2: 0.2162 loss_giou_2: 0.3671 loss_ce_3: 0.3416 loss_bbox_3: 0.2031 loss_giou_3: 0.3599 loss_ce_4: 0.322 loss_bbox_4: 0.1991 loss_giou_4: 0.3541 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 23:27:55] d2.utils.events INFO: eta: 1 day, 1:20:42 iter: 125699 total_loss: 6.146 loss_ce: 0.3288 loss_bbox: 0.1916 loss_giou: 0.3342 loss_ce_0: 0.5402 loss_bbox_0: 0.355 loss_giou_0: 0.5438 loss_ce_1: 0.4349 loss_bbox_1: 0.2469 loss_giou_1: 0.3973 loss_ce_2: 0.3635 loss_bbox_2: 0.2102 loss_giou_2: 0.3666 loss_ce_3: 0.3365 loss_bbox_3: 0.1976 loss_giou_3: 0.3495 loss_ce_4: 0.3265 loss_bbox_4: 0.193 loss_giou_4: 0.3407 time: 0.2803 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:00] d2.utils.events INFO: eta: 1 day, 1:20:24 iter: 125719 total_loss: 5.651 loss_ce: 0.2919 loss_bbox: 0.1934 loss_giou: 0.3295 loss_ce_0: 0.5191 loss_bbox_0: 0.3148 loss_giou_0: 0.529 loss_ce_1: 0.4106 loss_bbox_1: 0.2188 loss_giou_1: 0.3895 loss_ce_2: 0.3347 loss_bbox_2: 0.2016 loss_giou_2: 0.3475 loss_ce_3: 0.3071 loss_bbox_3: 0.1998 loss_giou_3: 0.3376 loss_ce_4: 0.2922 loss_bbox_4: 0.1953 loss_giou_4: 0.333 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:06] d2.utils.events INFO: eta: 1 day, 1:20:37 iter: 125739 total_loss: 6.001 loss_ce: 0.3227 loss_bbox: 0.1971 loss_giou: 0.3498 loss_ce_0: 0.5324 loss_bbox_0: 0.3241 loss_giou_0: 0.5277 loss_ce_1: 0.4278 loss_bbox_1: 0.2241 loss_giou_1: 0.388 loss_ce_2: 0.3525 loss_bbox_2: 0.2058 loss_giou_2: 0.3627 loss_ce_3: 0.3333 loss_bbox_3: 0.2022 loss_giou_3: 0.3555 loss_ce_4: 0.3193 loss_bbox_4: 0.1928 loss_giou_4: 0.3528 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:12] d2.utils.events INFO: eta: 1 day, 1:20:02 iter: 125759 total_loss: 6.135 loss_ce: 0.3262 loss_bbox: 0.201 loss_giou: 0.355 loss_ce_0: 0.5152 loss_bbox_0: 0.3321 loss_giou_0: 0.5285 loss_ce_1: 0.4206 loss_bbox_1: 0.2289 loss_giou_1: 0.413 loss_ce_2: 0.3487 loss_bbox_2: 0.2111 loss_giou_2: 0.3835 loss_ce_3: 0.3381 loss_bbox_3: 0.2037 loss_giou_3: 0.363 loss_ce_4: 0.3246 loss_bbox_4: 0.2007 loss_giou_4: 0.3563 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:17] d2.utils.events INFO: eta: 1 day, 1:19:51 iter: 125779 total_loss: 6.181 loss_ce: 0.3118 loss_bbox: 0.199 loss_giou: 0.3636 loss_ce_0: 0.5301 loss_bbox_0: 0.334 loss_giou_0: 0.5546 loss_ce_1: 0.4252 loss_bbox_1: 0.2313 loss_giou_1: 0.4198 loss_ce_2: 0.3552 loss_bbox_2: 0.2103 loss_giou_2: 0.3792 loss_ce_3: 0.3294 loss_bbox_3: 0.1992 loss_giou_3: 0.3688 loss_ce_4: 0.3229 loss_bbox_4: 0.1963 loss_giou_4: 0.3714 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:23] d2.utils.events INFO: eta: 1 day, 1:19:46 iter: 125799 total_loss: 6.072 loss_ce: 0.3481 loss_bbox: 0.193 loss_giou: 0.3603 loss_ce_0: 0.5398 loss_bbox_0: 0.3505 loss_giou_0: 0.5439 loss_ce_1: 0.4417 loss_bbox_1: 0.2195 loss_giou_1: 0.3978 loss_ce_2: 0.3785 loss_bbox_2: 0.2053 loss_giou_2: 0.3717 loss_ce_3: 0.3668 loss_bbox_3: 0.1991 loss_giou_3: 0.3575 loss_ce_4: 0.345 loss_bbox_4: 0.195 loss_giou_4: 0.3596 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:29] d2.utils.events INFO: eta: 1 day, 1:19:50 iter: 125819 total_loss: 5.798 loss_ce: 0.3085 loss_bbox: 0.1934 loss_giou: 0.3345 loss_ce_0: 0.5064 loss_bbox_0: 0.3192 loss_giou_0: 0.5222 loss_ce_1: 0.418 loss_bbox_1: 0.2228 loss_giou_1: 0.3784 loss_ce_2: 0.3463 loss_bbox_2: 0.2049 loss_giou_2: 0.3513 loss_ce_3: 0.3183 loss_bbox_3: 0.1966 loss_giou_3: 0.3366 loss_ce_4: 0.3108 loss_bbox_4: 0.1964 loss_giou_4: 0.3346 time: 0.2803 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:35] d2.utils.events INFO: eta: 1 day, 1:19:09 iter: 125839 total_loss: 5.884 loss_ce: 0.3141 loss_bbox: 0.1965 loss_giou: 0.338 loss_ce_0: 0.5242 loss_bbox_0: 0.3254 loss_giou_0: 0.4934 loss_ce_1: 0.4344 loss_bbox_1: 0.227 loss_giou_1: 0.3922 loss_ce_2: 0.3551 loss_bbox_2: 0.2053 loss_giou_2: 0.3589 loss_ce_3: 0.321 loss_bbox_3: 0.2007 loss_giou_3: 0.3468 loss_ce_4: 0.3068 loss_bbox_4: 0.1988 loss_giou_4: 0.3432 time: 0.2803 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:40] d2.utils.events INFO: eta: 1 day, 1:19:04 iter: 125859 total_loss: 5.732 loss_ce: 0.2999 loss_bbox: 0.1932 loss_giou: 0.3327 loss_ce_0: 0.506 loss_bbox_0: 0.3257 loss_giou_0: 0.5333 loss_ce_1: 0.4052 loss_bbox_1: 0.2187 loss_giou_1: 0.3803 loss_ce_2: 0.344 loss_bbox_2: 0.2024 loss_giou_2: 0.3561 loss_ce_3: 0.3033 loss_bbox_3: 0.1984 loss_giou_3: 0.3453 loss_ce_4: 0.3009 loss_bbox_4: 0.1951 loss_giou_4: 0.339 time: 0.2803 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:46] d2.utils.events INFO: eta: 1 day, 1:18:15 iter: 125879 total_loss: 6.24 loss_ce: 0.3264 loss_bbox: 0.2134 loss_giou: 0.3607 loss_ce_0: 0.5171 loss_bbox_0: 0.3515 loss_giou_0: 0.5516 loss_ce_1: 0.3981 loss_bbox_1: 0.2449 loss_giou_1: 0.4041 loss_ce_2: 0.3597 loss_bbox_2: 0.2197 loss_giou_2: 0.3757 loss_ce_3: 0.3325 loss_bbox_3: 0.2154 loss_giou_3: 0.3684 loss_ce_4: 0.3261 loss_bbox_4: 0.2171 loss_giou_4: 0.3651 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:52] d2.utils.events INFO: eta: 1 day, 1:18:42 iter: 125899 total_loss: 5.814 loss_ce: 0.3011 loss_bbox: 0.1909 loss_giou: 0.3468 loss_ce_0: 0.5152 loss_bbox_0: 0.3292 loss_giou_0: 0.5294 loss_ce_1: 0.3983 loss_bbox_1: 0.2302 loss_giou_1: 0.3958 loss_ce_2: 0.3515 loss_bbox_2: 0.2105 loss_giou_2: 0.3763 loss_ce_3: 0.3199 loss_bbox_3: 0.1965 loss_giou_3: 0.3544 loss_ce_4: 0.3082 loss_bbox_4: 0.1927 loss_giou_4: 0.3565 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 23:28:57] d2.utils.events INFO: eta: 1 day, 1:19:05 iter: 125919 total_loss: 5.884 loss_ce: 0.3053 loss_bbox: 0.1817 loss_giou: 0.3431 loss_ce_0: 0.5122 loss_bbox_0: 0.3199 loss_giou_0: 0.5166 loss_ce_1: 0.419 loss_bbox_1: 0.2198 loss_giou_1: 0.3879 loss_ce_2: 0.3547 loss_bbox_2: 0.1987 loss_giou_2: 0.3558 loss_ce_3: 0.3159 loss_bbox_3: 0.19 loss_giou_3: 0.3484 loss_ce_4: 0.3014 loss_bbox_4: 0.1856 loss_giou_4: 0.3417 time: 0.2803 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:03] d2.utils.events INFO: eta: 1 day, 1:18:53 iter: 125939 total_loss: 6.142 loss_ce: 0.3228 loss_bbox: 0.1909 loss_giou: 0.3501 loss_ce_0: 0.5145 loss_bbox_0: 0.3396 loss_giou_0: 0.5623 loss_ce_1: 0.4015 loss_bbox_1: 0.2334 loss_giou_1: 0.4075 loss_ce_2: 0.3485 loss_bbox_2: 0.2068 loss_giou_2: 0.3764 loss_ce_3: 0.3289 loss_bbox_3: 0.2029 loss_giou_3: 0.3643 loss_ce_4: 0.3251 loss_bbox_4: 0.1952 loss_giou_4: 0.3571 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:09] d2.utils.events INFO: eta: 1 day, 1:19:08 iter: 125959 total_loss: 6.121 loss_ce: 0.3328 loss_bbox: 0.2094 loss_giou: 0.3579 loss_ce_0: 0.524 loss_bbox_0: 0.335 loss_giou_0: 0.5358 loss_ce_1: 0.4171 loss_bbox_1: 0.2354 loss_giou_1: 0.4076 loss_ce_2: 0.3638 loss_bbox_2: 0.219 loss_giou_2: 0.3771 loss_ce_3: 0.3408 loss_bbox_3: 0.2099 loss_giou_3: 0.365 loss_ce_4: 0.333 loss_bbox_4: 0.2072 loss_giou_4: 0.3602 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:14] d2.utils.events INFO: eta: 1 day, 1:18:51 iter: 125979 total_loss: 6.329 loss_ce: 0.3383 loss_bbox: 0.194 loss_giou: 0.3769 loss_ce_0: 0.5316 loss_bbox_0: 0.3552 loss_giou_0: 0.5715 loss_ce_1: 0.4422 loss_bbox_1: 0.2222 loss_giou_1: 0.4308 loss_ce_2: 0.3823 loss_bbox_2: 0.2019 loss_giou_2: 0.3911 loss_ce_3: 0.3611 loss_bbox_3: 0.195 loss_giou_3: 0.3763 loss_ce_4: 0.331 loss_bbox_4: 0.1927 loss_giou_4: 0.3759 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:20] d2.utils.events INFO: eta: 1 day, 1:18:29 iter: 125999 total_loss: 6.16 loss_ce: 0.3289 loss_bbox: 0.199 loss_giou: 0.3608 loss_ce_0: 0.5195 loss_bbox_0: 0.3455 loss_giou_0: 0.5526 loss_ce_1: 0.4243 loss_bbox_1: 0.2378 loss_giou_1: 0.4098 loss_ce_2: 0.3577 loss_bbox_2: 0.2121 loss_giou_2: 0.3806 loss_ce_3: 0.3368 loss_bbox_3: 0.2068 loss_giou_3: 0.371 loss_ce_4: 0.3292 loss_bbox_4: 0.2021 loss_giou_4: 0.361 time: 0.2803 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:26] d2.utils.events INFO: eta: 1 day, 1:18:09 iter: 126019 total_loss: 6.157 loss_ce: 0.3269 loss_bbox: 0.2068 loss_giou: 0.3689 loss_ce_0: 0.5185 loss_bbox_0: 0.3402 loss_giou_0: 0.5473 loss_ce_1: 0.4256 loss_bbox_1: 0.2384 loss_giou_1: 0.4139 loss_ce_2: 0.3586 loss_bbox_2: 0.222 loss_giou_2: 0.393 loss_ce_3: 0.3298 loss_bbox_3: 0.2137 loss_giou_3: 0.3767 loss_ce_4: 0.3202 loss_bbox_4: 0.2091 loss_giou_4: 0.3726 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:32] d2.utils.events INFO: eta: 1 day, 1:18:27 iter: 126039 total_loss: 5.852 loss_ce: 0.3061 loss_bbox: 0.1914 loss_giou: 0.3343 loss_ce_0: 0.5084 loss_bbox_0: 0.3222 loss_giou_0: 0.5179 loss_ce_1: 0.395 loss_bbox_1: 0.2187 loss_giou_1: 0.3922 loss_ce_2: 0.3381 loss_bbox_2: 0.1991 loss_giou_2: 0.3588 loss_ce_3: 0.3172 loss_bbox_3: 0.1977 loss_giou_3: 0.348 loss_ce_4: 0.3086 loss_bbox_4: 0.1961 loss_giou_4: 0.3437 time: 0.2803 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:37] d2.utils.events INFO: eta: 1 day, 1:18:33 iter: 126059 total_loss: 5.894 loss_ce: 0.324 loss_bbox: 0.1773 loss_giou: 0.3388 loss_ce_0: 0.507 loss_bbox_0: 0.3236 loss_giou_0: 0.5409 loss_ce_1: 0.417 loss_bbox_1: 0.2133 loss_giou_1: 0.3936 loss_ce_2: 0.3635 loss_bbox_2: 0.1921 loss_giou_2: 0.3601 loss_ce_3: 0.3342 loss_bbox_3: 0.1858 loss_giou_3: 0.3502 loss_ce_4: 0.3158 loss_bbox_4: 0.1754 loss_giou_4: 0.3433 time: 0.2803 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:43] d2.utils.events INFO: eta: 1 day, 1:18:27 iter: 126079 total_loss: 5.814 loss_ce: 0.3261 loss_bbox: 0.1845 loss_giou: 0.3355 loss_ce_0: 0.5192 loss_bbox_0: 0.325 loss_giou_0: 0.5331 loss_ce_1: 0.4319 loss_bbox_1: 0.2186 loss_giou_1: 0.3859 loss_ce_2: 0.3565 loss_bbox_2: 0.1966 loss_giou_2: 0.3502 loss_ce_3: 0.331 loss_bbox_3: 0.193 loss_giou_3: 0.3436 loss_ce_4: 0.3324 loss_bbox_4: 0.1847 loss_giou_4: 0.3361 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:49] d2.utils.events INFO: eta: 1 day, 1:19:09 iter: 126099 total_loss: 5.981 loss_ce: 0.3281 loss_bbox: 0.1926 loss_giou: 0.3511 loss_ce_0: 0.5198 loss_bbox_0: 0.3153 loss_giou_0: 0.5595 loss_ce_1: 0.4197 loss_bbox_1: 0.2235 loss_giou_1: 0.4048 loss_ce_2: 0.3595 loss_bbox_2: 0.2026 loss_giou_2: 0.3604 loss_ce_3: 0.3366 loss_bbox_3: 0.1983 loss_giou_3: 0.3597 loss_ce_4: 0.3313 loss_bbox_4: 0.1968 loss_giou_4: 0.3534 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:29:54] d2.utils.events INFO: eta: 1 day, 1:18:11 iter: 126119 total_loss: 6.083 loss_ce: 0.3126 loss_bbox: 0.1897 loss_giou: 0.3886 loss_ce_0: 0.523 loss_bbox_0: 0.3228 loss_giou_0: 0.5869 loss_ce_1: 0.4321 loss_bbox_1: 0.2276 loss_giou_1: 0.4427 loss_ce_2: 0.3499 loss_bbox_2: 0.2046 loss_giou_2: 0.4084 loss_ce_3: 0.3236 loss_bbox_3: 0.2009 loss_giou_3: 0.3924 loss_ce_4: 0.3113 loss_bbox_4: 0.1945 loss_giou_4: 0.3826 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:00] d2.utils.events INFO: eta: 1 day, 1:18:54 iter: 126139 total_loss: 6.142 loss_ce: 0.3271 loss_bbox: 0.2049 loss_giou: 0.3707 loss_ce_0: 0.5503 loss_bbox_0: 0.3387 loss_giou_0: 0.5757 loss_ce_1: 0.4296 loss_bbox_1: 0.2367 loss_giou_1: 0.4196 loss_ce_2: 0.3678 loss_bbox_2: 0.2174 loss_giou_2: 0.3966 loss_ce_3: 0.3391 loss_bbox_3: 0.21 loss_giou_3: 0.3807 loss_ce_4: 0.3261 loss_bbox_4: 0.2042 loss_giou_4: 0.3695 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:06] d2.utils.events INFO: eta: 1 day, 1:18:53 iter: 126159 total_loss: 6.12 loss_ce: 0.3458 loss_bbox: 0.2027 loss_giou: 0.3351 loss_ce_0: 0.5312 loss_bbox_0: 0.3562 loss_giou_0: 0.5383 loss_ce_1: 0.4339 loss_bbox_1: 0.2362 loss_giou_1: 0.3869 loss_ce_2: 0.3851 loss_bbox_2: 0.2146 loss_giou_2: 0.3572 loss_ce_3: 0.354 loss_bbox_3: 0.2067 loss_giou_3: 0.3509 loss_ce_4: 0.3401 loss_bbox_4: 0.1998 loss_giou_4: 0.3438 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:12] d2.utils.events INFO: eta: 1 day, 1:18:50 iter: 126179 total_loss: 5.789 loss_ce: 0.3093 loss_bbox: 0.198 loss_giou: 0.3304 loss_ce_0: 0.5342 loss_bbox_0: 0.3315 loss_giou_0: 0.5101 loss_ce_1: 0.4234 loss_bbox_1: 0.2363 loss_giou_1: 0.371 loss_ce_2: 0.3555 loss_bbox_2: 0.2098 loss_giou_2: 0.3374 loss_ce_3: 0.33 loss_bbox_3: 0.2035 loss_giou_3: 0.3366 loss_ce_4: 0.3042 loss_bbox_4: 0.1977 loss_giou_4: 0.3364 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:17] d2.utils.events INFO: eta: 1 day, 1:17:49 iter: 126199 total_loss: 5.784 loss_ce: 0.2889 loss_bbox: 0.1879 loss_giou: 0.3438 loss_ce_0: 0.4897 loss_bbox_0: 0.3253 loss_giou_0: 0.5062 loss_ce_1: 0.4008 loss_bbox_1: 0.2316 loss_giou_1: 0.3919 loss_ce_2: 0.3282 loss_bbox_2: 0.2017 loss_giou_2: 0.3578 loss_ce_3: 0.2979 loss_bbox_3: 0.1952 loss_giou_3: 0.3497 loss_ce_4: 0.2908 loss_bbox_4: 0.1911 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:23] d2.utils.events INFO: eta: 1 day, 1:17:41 iter: 126219 total_loss: 6.226 loss_ce: 0.3434 loss_bbox: 0.2012 loss_giou: 0.3507 loss_ce_0: 0.5312 loss_bbox_0: 0.3454 loss_giou_0: 0.56 loss_ce_1: 0.4481 loss_bbox_1: 0.2403 loss_giou_1: 0.4048 loss_ce_2: 0.3747 loss_bbox_2: 0.2152 loss_giou_2: 0.3779 loss_ce_3: 0.3511 loss_bbox_3: 0.2132 loss_giou_3: 0.362 loss_ce_4: 0.337 loss_bbox_4: 0.2059 loss_giou_4: 0.356 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:29] d2.utils.events INFO: eta: 1 day, 1:17:46 iter: 126239 total_loss: 5.827 loss_ce: 0.2966 loss_bbox: 0.1917 loss_giou: 0.3584 loss_ce_0: 0.4836 loss_bbox_0: 0.3384 loss_giou_0: 0.5305 loss_ce_1: 0.4083 loss_bbox_1: 0.2271 loss_giou_1: 0.4143 loss_ce_2: 0.3503 loss_bbox_2: 0.2086 loss_giou_2: 0.3811 loss_ce_3: 0.3142 loss_bbox_3: 0.198 loss_giou_3: 0.3655 loss_ce_4: 0.3034 loss_bbox_4: 0.1928 loss_giou_4: 0.3611 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:34] d2.utils.events INFO: eta: 1 day, 1:17:41 iter: 126259 total_loss: 6.184 loss_ce: 0.3411 loss_bbox: 0.2065 loss_giou: 0.3484 loss_ce_0: 0.5289 loss_bbox_0: 0.3449 loss_giou_0: 0.5482 loss_ce_1: 0.4157 loss_bbox_1: 0.2357 loss_giou_1: 0.4071 loss_ce_2: 0.3669 loss_bbox_2: 0.2156 loss_giou_2: 0.3781 loss_ce_3: 0.348 loss_bbox_3: 0.21 loss_giou_3: 0.3589 loss_ce_4: 0.3364 loss_bbox_4: 0.2068 loss_giou_4: 0.3522 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:40] d2.utils.events INFO: eta: 1 day, 1:17:54 iter: 126279 total_loss: 6.116 loss_ce: 0.3375 loss_bbox: 0.1913 loss_giou: 0.3501 loss_ce_0: 0.5083 loss_bbox_0: 0.3376 loss_giou_0: 0.5645 loss_ce_1: 0.4286 loss_bbox_1: 0.2291 loss_giou_1: 0.4143 loss_ce_2: 0.3827 loss_bbox_2: 0.2039 loss_giou_2: 0.3772 loss_ce_3: 0.3448 loss_bbox_3: 0.197 loss_giou_3: 0.3555 loss_ce_4: 0.3372 loss_bbox_4: 0.1934 loss_giou_4: 0.3514 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:46] d2.utils.events INFO: eta: 1 day, 1:17:48 iter: 126299 total_loss: 6.062 loss_ce: 0.3172 loss_bbox: 0.2041 loss_giou: 0.3367 loss_ce_0: 0.5172 loss_bbox_0: 0.3429 loss_giou_0: 0.518 loss_ce_1: 0.4222 loss_bbox_1: 0.2414 loss_giou_1: 0.3816 loss_ce_2: 0.351 loss_bbox_2: 0.2187 loss_giou_2: 0.356 loss_ce_3: 0.3252 loss_bbox_3: 0.2121 loss_giou_3: 0.3512 loss_ce_4: 0.3175 loss_bbox_4: 0.2088 loss_giou_4: 0.3376 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:51] d2.utils.events INFO: eta: 1 day, 1:18:03 iter: 126319 total_loss: 5.839 loss_ce: 0.2972 loss_bbox: 0.1841 loss_giou: 0.3524 loss_ce_0: 0.5101 loss_bbox_0: 0.3167 loss_giou_0: 0.5393 loss_ce_1: 0.4054 loss_bbox_1: 0.2181 loss_giou_1: 0.4003 loss_ce_2: 0.3445 loss_bbox_2: 0.1922 loss_giou_2: 0.3648 loss_ce_3: 0.3107 loss_bbox_3: 0.1842 loss_giou_3: 0.3574 loss_ce_4: 0.2987 loss_bbox_4: 0.1859 loss_giou_4: 0.353 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 23:30:57] d2.utils.events INFO: eta: 1 day, 1:17:36 iter: 126339 total_loss: 6.001 loss_ce: 0.3168 loss_bbox: 0.1923 loss_giou: 0.3758 loss_ce_0: 0.5118 loss_bbox_0: 0.3386 loss_giou_0: 0.5627 loss_ce_1: 0.4195 loss_bbox_1: 0.2318 loss_giou_1: 0.4305 loss_ce_2: 0.3528 loss_bbox_2: 0.2123 loss_giou_2: 0.4004 loss_ce_3: 0.3196 loss_bbox_3: 0.2022 loss_giou_3: 0.3867 loss_ce_4: 0.3145 loss_bbox_4: 0.1974 loss_giou_4: 0.3792 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:03] d2.utils.events INFO: eta: 1 day, 1:17:13 iter: 126359 total_loss: 6.053 loss_ce: 0.3351 loss_bbox: 0.1861 loss_giou: 0.3554 loss_ce_0: 0.5292 loss_bbox_0: 0.3196 loss_giou_0: 0.5499 loss_ce_1: 0.432 loss_bbox_1: 0.224 loss_giou_1: 0.4011 loss_ce_2: 0.3716 loss_bbox_2: 0.1952 loss_giou_2: 0.3684 loss_ce_3: 0.3417 loss_bbox_3: 0.1922 loss_giou_3: 0.3495 loss_ce_4: 0.3269 loss_bbox_4: 0.1864 loss_giou_4: 0.3552 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:08] d2.utils.events INFO: eta: 1 day, 1:16:58 iter: 126379 total_loss: 5.897 loss_ce: 0.3199 loss_bbox: 0.1875 loss_giou: 0.34 loss_ce_0: 0.4967 loss_bbox_0: 0.323 loss_giou_0: 0.5406 loss_ce_1: 0.3997 loss_bbox_1: 0.2221 loss_giou_1: 0.3953 loss_ce_2: 0.3458 loss_bbox_2: 0.2027 loss_giou_2: 0.3548 loss_ce_3: 0.3219 loss_bbox_3: 0.1931 loss_giou_3: 0.3404 loss_ce_4: 0.3175 loss_bbox_4: 0.188 loss_giou_4: 0.3412 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:14] d2.utils.events INFO: eta: 1 day, 1:17:01 iter: 126399 total_loss: 6.049 loss_ce: 0.3088 loss_bbox: 0.2142 loss_giou: 0.3425 loss_ce_0: 0.5243 loss_bbox_0: 0.3389 loss_giou_0: 0.5281 loss_ce_1: 0.4071 loss_bbox_1: 0.2377 loss_giou_1: 0.3937 loss_ce_2: 0.3529 loss_bbox_2: 0.2153 loss_giou_2: 0.3588 loss_ce_3: 0.3185 loss_bbox_3: 0.2126 loss_giou_3: 0.3524 loss_ce_4: 0.3096 loss_bbox_4: 0.2163 loss_giou_4: 0.3461 time: 0.2803 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:20] d2.utils.events INFO: eta: 1 day, 1:17:12 iter: 126419 total_loss: 6.254 loss_ce: 0.3411 loss_bbox: 0.2054 loss_giou: 0.3599 loss_ce_0: 0.5531 loss_bbox_0: 0.3537 loss_giou_0: 0.544 loss_ce_1: 0.4293 loss_bbox_1: 0.245 loss_giou_1: 0.4185 loss_ce_2: 0.3744 loss_bbox_2: 0.2181 loss_giou_2: 0.3833 loss_ce_3: 0.3475 loss_bbox_3: 0.2146 loss_giou_3: 0.3701 loss_ce_4: 0.3509 loss_bbox_4: 0.2071 loss_giou_4: 0.3622 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:26] d2.utils.events INFO: eta: 1 day, 1:17:07 iter: 126439 total_loss: 6 loss_ce: 0.3232 loss_bbox: 0.1885 loss_giou: 0.3668 loss_ce_0: 0.5131 loss_bbox_0: 0.3228 loss_giou_0: 0.5457 loss_ce_1: 0.4173 loss_bbox_1: 0.2254 loss_giou_1: 0.405 loss_ce_2: 0.3561 loss_bbox_2: 0.2051 loss_giou_2: 0.3758 loss_ce_3: 0.3303 loss_bbox_3: 0.1936 loss_giou_3: 0.3718 loss_ce_4: 0.3258 loss_bbox_4: 0.1906 loss_giou_4: 0.3674 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:31] d2.utils.events INFO: eta: 1 day, 1:17:03 iter: 126459 total_loss: 6.065 loss_ce: 0.3177 loss_bbox: 0.194 loss_giou: 0.3568 loss_ce_0: 0.5225 loss_bbox_0: 0.3444 loss_giou_0: 0.5453 loss_ce_1: 0.413 loss_bbox_1: 0.231 loss_giou_1: 0.412 loss_ce_2: 0.3671 loss_bbox_2: 0.2075 loss_giou_2: 0.3744 loss_ce_3: 0.3302 loss_bbox_3: 0.2005 loss_giou_3: 0.3685 loss_ce_4: 0.3155 loss_bbox_4: 0.1955 loss_giou_4: 0.363 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:37] d2.utils.events INFO: eta: 1 day, 1:17:22 iter: 126479 total_loss: 6.304 loss_ce: 0.3403 loss_bbox: 0.1979 loss_giou: 0.3755 loss_ce_0: 0.5321 loss_bbox_0: 0.3329 loss_giou_0: 0.5651 loss_ce_1: 0.4367 loss_bbox_1: 0.232 loss_giou_1: 0.4244 loss_ce_2: 0.3743 loss_bbox_2: 0.21 loss_giou_2: 0.3908 loss_ce_3: 0.3445 loss_bbox_3: 0.2034 loss_giou_3: 0.3816 loss_ce_4: 0.3457 loss_bbox_4: 0.1975 loss_giou_4: 0.3746 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:43] d2.utils.events INFO: eta: 1 day, 1:17:46 iter: 126499 total_loss: 6.15 loss_ce: 0.3188 loss_bbox: 0.2056 loss_giou: 0.3794 loss_ce_0: 0.5184 loss_bbox_0: 0.3477 loss_giou_0: 0.5691 loss_ce_1: 0.4193 loss_bbox_1: 0.2461 loss_giou_1: 0.4294 loss_ce_2: 0.3552 loss_bbox_2: 0.2205 loss_giou_2: 0.3958 loss_ce_3: 0.3312 loss_bbox_3: 0.2137 loss_giou_3: 0.3817 loss_ce_4: 0.3231 loss_bbox_4: 0.2074 loss_giou_4: 0.3819 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:48] d2.utils.events INFO: eta: 1 day, 1:17:35 iter: 126519 total_loss: 6.435 loss_ce: 0.347 loss_bbox: 0.2034 loss_giou: 0.3902 loss_ce_0: 0.5496 loss_bbox_0: 0.3353 loss_giou_0: 0.5849 loss_ce_1: 0.4335 loss_bbox_1: 0.2349 loss_giou_1: 0.4445 loss_ce_2: 0.381 loss_bbox_2: 0.2136 loss_giou_2: 0.4012 loss_ce_3: 0.3605 loss_bbox_3: 0.2056 loss_giou_3: 0.3979 loss_ce_4: 0.3407 loss_bbox_4: 0.201 loss_giou_4: 0.395 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 23:31:54] d2.utils.events INFO: eta: 1 day, 1:17:10 iter: 126539 total_loss: 6.04 loss_ce: 0.3317 loss_bbox: 0.1864 loss_giou: 0.3486 loss_ce_0: 0.5197 loss_bbox_0: 0.3326 loss_giou_0: 0.5399 loss_ce_1: 0.4256 loss_bbox_1: 0.2229 loss_giou_1: 0.4013 loss_ce_2: 0.3614 loss_bbox_2: 0.2022 loss_giou_2: 0.3667 loss_ce_3: 0.3438 loss_bbox_3: 0.1922 loss_giou_3: 0.3529 loss_ce_4: 0.3321 loss_bbox_4: 0.189 loss_giou_4: 0.3483 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:00] d2.utils.events INFO: eta: 1 day, 1:16:54 iter: 126559 total_loss: 5.858 loss_ce: 0.315 loss_bbox: 0.1948 loss_giou: 0.3369 loss_ce_0: 0.5197 loss_bbox_0: 0.3472 loss_giou_0: 0.5103 loss_ce_1: 0.4016 loss_bbox_1: 0.2363 loss_giou_1: 0.3816 loss_ce_2: 0.333 loss_bbox_2: 0.2095 loss_giou_2: 0.3612 loss_ce_3: 0.3157 loss_bbox_3: 0.2021 loss_giou_3: 0.3532 loss_ce_4: 0.3196 loss_bbox_4: 0.1946 loss_giou_4: 0.3412 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:05] d2.utils.events INFO: eta: 1 day, 1:16:30 iter: 126579 total_loss: 6.078 loss_ce: 0.3249 loss_bbox: 0.1972 loss_giou: 0.3425 loss_ce_0: 0.5249 loss_bbox_0: 0.3311 loss_giou_0: 0.5356 loss_ce_1: 0.4255 loss_bbox_1: 0.2275 loss_giou_1: 0.393 loss_ce_2: 0.3575 loss_bbox_2: 0.2083 loss_giou_2: 0.356 loss_ce_3: 0.3308 loss_bbox_3: 0.2012 loss_giou_3: 0.3525 loss_ce_4: 0.3291 loss_bbox_4: 0.1989 loss_giou_4: 0.3408 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:11] d2.utils.events INFO: eta: 1 day, 1:16:24 iter: 126599 total_loss: 6.085 loss_ce: 0.3161 loss_bbox: 0.1896 loss_giou: 0.3725 loss_ce_0: 0.5135 loss_bbox_0: 0.3351 loss_giou_0: 0.5833 loss_ce_1: 0.4124 loss_bbox_1: 0.2354 loss_giou_1: 0.4374 loss_ce_2: 0.35 loss_bbox_2: 0.2065 loss_giou_2: 0.3994 loss_ce_3: 0.3191 loss_bbox_3: 0.1964 loss_giou_3: 0.382 loss_ce_4: 0.318 loss_bbox_4: 0.1957 loss_giou_4: 0.3714 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:17] d2.utils.events INFO: eta: 1 day, 1:16:48 iter: 126619 total_loss: 5.948 loss_ce: 0.3218 loss_bbox: 0.2003 loss_giou: 0.3584 loss_ce_0: 0.5137 loss_bbox_0: 0.3328 loss_giou_0: 0.5537 loss_ce_1: 0.4114 loss_bbox_1: 0.2284 loss_giou_1: 0.4156 loss_ce_2: 0.3674 loss_bbox_2: 0.2029 loss_giou_2: 0.3814 loss_ce_3: 0.3315 loss_bbox_3: 0.1966 loss_giou_3: 0.3687 loss_ce_4: 0.3187 loss_bbox_4: 0.1993 loss_giou_4: 0.3635 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:22] d2.utils.events INFO: eta: 1 day, 1:16:37 iter: 126639 total_loss: 6.231 loss_ce: 0.3364 loss_bbox: 0.2144 loss_giou: 0.3622 loss_ce_0: 0.5271 loss_bbox_0: 0.3395 loss_giou_0: 0.527 loss_ce_1: 0.4311 loss_bbox_1: 0.2421 loss_giou_1: 0.4102 loss_ce_2: 0.3664 loss_bbox_2: 0.224 loss_giou_2: 0.3724 loss_ce_3: 0.3418 loss_bbox_3: 0.2202 loss_giou_3: 0.3639 loss_ce_4: 0.3368 loss_bbox_4: 0.2156 loss_giou_4: 0.3645 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:28] d2.utils.events INFO: eta: 1 day, 1:15:37 iter: 126659 total_loss: 6.157 loss_ce: 0.3336 loss_bbox: 0.1898 loss_giou: 0.3638 loss_ce_0: 0.5091 loss_bbox_0: 0.3267 loss_giou_0: 0.5545 loss_ce_1: 0.422 loss_bbox_1: 0.2346 loss_giou_1: 0.4118 loss_ce_2: 0.3637 loss_bbox_2: 0.2025 loss_giou_2: 0.3739 loss_ce_3: 0.3446 loss_bbox_3: 0.1958 loss_giou_3: 0.3648 loss_ce_4: 0.332 loss_bbox_4: 0.1897 loss_giou_4: 0.3622 time: 0.2803 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:34] d2.utils.events INFO: eta: 1 day, 1:16:01 iter: 126679 total_loss: 5.997 loss_ce: 0.3283 loss_bbox: 0.1893 loss_giou: 0.3331 loss_ce_0: 0.5301 loss_bbox_0: 0.3268 loss_giou_0: 0.5257 loss_ce_1: 0.4246 loss_bbox_1: 0.2272 loss_giou_1: 0.3902 loss_ce_2: 0.3701 loss_bbox_2: 0.2034 loss_giou_2: 0.351 loss_ce_3: 0.3397 loss_bbox_3: 0.2011 loss_giou_3: 0.3468 loss_ce_4: 0.3286 loss_bbox_4: 0.193 loss_giou_4: 0.3417 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:40] d2.utils.events INFO: eta: 1 day, 1:16:20 iter: 126699 total_loss: 5.92 loss_ce: 0.3161 loss_bbox: 0.1978 loss_giou: 0.3376 loss_ce_0: 0.5021 loss_bbox_0: 0.347 loss_giou_0: 0.5504 loss_ce_1: 0.414 loss_bbox_1: 0.2348 loss_giou_1: 0.3977 loss_ce_2: 0.3551 loss_bbox_2: 0.2102 loss_giou_2: 0.3519 loss_ce_3: 0.3215 loss_bbox_3: 0.2026 loss_giou_3: 0.3434 loss_ce_4: 0.3147 loss_bbox_4: 0.1999 loss_giou_4: 0.3407 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:45] d2.utils.events INFO: eta: 1 day, 1:16:20 iter: 126719 total_loss: 6.028 loss_ce: 0.3106 loss_bbox: 0.2073 loss_giou: 0.3357 loss_ce_0: 0.5132 loss_bbox_0: 0.3332 loss_giou_0: 0.5076 loss_ce_1: 0.4011 loss_bbox_1: 0.2417 loss_giou_1: 0.3721 loss_ce_2: 0.347 loss_bbox_2: 0.2123 loss_giou_2: 0.3522 loss_ce_3: 0.3197 loss_bbox_3: 0.2083 loss_giou_3: 0.342 loss_ce_4: 0.31 loss_bbox_4: 0.2064 loss_giou_4: 0.3398 time: 0.2803 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:51] d2.utils.events INFO: eta: 1 day, 1:16:09 iter: 126739 total_loss: 5.735 loss_ce: 0.2865 loss_bbox: 0.1925 loss_giou: 0.3415 loss_ce_0: 0.5012 loss_bbox_0: 0.3253 loss_giou_0: 0.5324 loss_ce_1: 0.3961 loss_bbox_1: 0.232 loss_giou_1: 0.3966 loss_ce_2: 0.3259 loss_bbox_2: 0.2127 loss_giou_2: 0.3626 loss_ce_3: 0.2952 loss_bbox_3: 0.2044 loss_giou_3: 0.3517 loss_ce_4: 0.2871 loss_bbox_4: 0.1963 loss_giou_4: 0.3413 time: 0.2803 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:32:57] d2.utils.events INFO: eta: 1 day, 1:16:28 iter: 126759 total_loss: 5.815 loss_ce: 0.3032 loss_bbox: 0.1977 loss_giou: 0.3456 loss_ce_0: 0.5122 loss_bbox_0: 0.32 loss_giou_0: 0.5313 loss_ce_1: 0.4013 loss_bbox_1: 0.2343 loss_giou_1: 0.3909 loss_ce_2: 0.3399 loss_bbox_2: 0.211 loss_giou_2: 0.3565 loss_ce_3: 0.3046 loss_bbox_3: 0.2004 loss_giou_3: 0.3512 loss_ce_4: 0.3154 loss_bbox_4: 0.1931 loss_giou_4: 0.3483 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:03] d2.utils.events INFO: eta: 1 day, 1:16:54 iter: 126779 total_loss: 5.852 loss_ce: 0.3058 loss_bbox: 0.1896 loss_giou: 0.3527 loss_ce_0: 0.5059 loss_bbox_0: 0.3105 loss_giou_0: 0.5477 loss_ce_1: 0.4045 loss_bbox_1: 0.2163 loss_giou_1: 0.3982 loss_ce_2: 0.3408 loss_bbox_2: 0.1994 loss_giou_2: 0.3727 loss_ce_3: 0.3182 loss_bbox_3: 0.1936 loss_giou_3: 0.3674 loss_ce_4: 0.3098 loss_bbox_4: 0.1889 loss_giou_4: 0.3575 time: 0.2803 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:08] d2.utils.events INFO: eta: 1 day, 1:17:11 iter: 126799 total_loss: 6.193 loss_ce: 0.3199 loss_bbox: 0.2057 loss_giou: 0.3743 loss_ce_0: 0.5297 loss_bbox_0: 0.3459 loss_giou_0: 0.5691 loss_ce_1: 0.4279 loss_bbox_1: 0.2396 loss_giou_1: 0.4176 loss_ce_2: 0.3632 loss_bbox_2: 0.2209 loss_giou_2: 0.391 loss_ce_3: 0.3379 loss_bbox_3: 0.2123 loss_giou_3: 0.383 loss_ce_4: 0.325 loss_bbox_4: 0.2093 loss_giou_4: 0.3707 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:14] d2.utils.events INFO: eta: 1 day, 1:16:25 iter: 126819 total_loss: 5.877 loss_ce: 0.3133 loss_bbox: 0.175 loss_giou: 0.355 loss_ce_0: 0.5147 loss_bbox_0: 0.3154 loss_giou_0: 0.5603 loss_ce_1: 0.4363 loss_bbox_1: 0.213 loss_giou_1: 0.4097 loss_ce_2: 0.3615 loss_bbox_2: 0.1926 loss_giou_2: 0.3757 loss_ce_3: 0.3326 loss_bbox_3: 0.1829 loss_giou_3: 0.3624 loss_ce_4: 0.3258 loss_bbox_4: 0.1738 loss_giou_4: 0.3548 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:20] d2.utils.events INFO: eta: 1 day, 1:17:41 iter: 126839 total_loss: 6.097 loss_ce: 0.3179 loss_bbox: 0.2046 loss_giou: 0.368 loss_ce_0: 0.5243 loss_bbox_0: 0.3418 loss_giou_0: 0.5471 loss_ce_1: 0.4394 loss_bbox_1: 0.2408 loss_giou_1: 0.4112 loss_ce_2: 0.3647 loss_bbox_2: 0.2188 loss_giou_2: 0.3883 loss_ce_3: 0.3226 loss_bbox_3: 0.2088 loss_giou_3: 0.377 loss_ce_4: 0.324 loss_bbox_4: 0.2058 loss_giou_4: 0.3702 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:25] d2.utils.events INFO: eta: 1 day, 1:17:37 iter: 126859 total_loss: 5.865 loss_ce: 0.3214 loss_bbox: 0.1866 loss_giou: 0.3311 loss_ce_0: 0.5181 loss_bbox_0: 0.3267 loss_giou_0: 0.531 loss_ce_1: 0.4132 loss_bbox_1: 0.2177 loss_giou_1: 0.3891 loss_ce_2: 0.3609 loss_bbox_2: 0.1996 loss_giou_2: 0.3614 loss_ce_3: 0.3394 loss_bbox_3: 0.1929 loss_giou_3: 0.3421 loss_ce_4: 0.3256 loss_bbox_4: 0.1883 loss_giou_4: 0.3329 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:31] d2.utils.events INFO: eta: 1 day, 1:18:09 iter: 126879 total_loss: 6.243 loss_ce: 0.3303 loss_bbox: 0.194 loss_giou: 0.3531 loss_ce_0: 0.5183 loss_bbox_0: 0.3353 loss_giou_0: 0.5455 loss_ce_1: 0.4417 loss_bbox_1: 0.2208 loss_giou_1: 0.3988 loss_ce_2: 0.3775 loss_bbox_2: 0.202 loss_giou_2: 0.3772 loss_ce_3: 0.3525 loss_bbox_3: 0.1935 loss_giou_3: 0.3633 loss_ce_4: 0.3385 loss_bbox_4: 0.1946 loss_giou_4: 0.3566 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:37] d2.utils.events INFO: eta: 1 day, 1:18:02 iter: 126899 total_loss: 6.133 loss_ce: 0.3178 loss_bbox: 0.1955 loss_giou: 0.36 loss_ce_0: 0.5328 loss_bbox_0: 0.3168 loss_giou_0: 0.5419 loss_ce_1: 0.4255 loss_bbox_1: 0.2188 loss_giou_1: 0.3965 loss_ce_2: 0.3574 loss_bbox_2: 0.1904 loss_giou_2: 0.3723 loss_ce_3: 0.3326 loss_bbox_3: 0.1914 loss_giou_3: 0.3609 loss_ce_4: 0.3223 loss_bbox_4: 0.1951 loss_giou_4: 0.3612 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:43] d2.utils.events INFO: eta: 1 day, 1:17:02 iter: 126919 total_loss: 5.762 loss_ce: 0.2904 loss_bbox: 0.1907 loss_giou: 0.3483 loss_ce_0: 0.5126 loss_bbox_0: 0.3266 loss_giou_0: 0.5458 loss_ce_1: 0.4109 loss_bbox_1: 0.2255 loss_giou_1: 0.3956 loss_ce_2: 0.3321 loss_bbox_2: 0.2017 loss_giou_2: 0.3694 loss_ce_3: 0.3013 loss_bbox_3: 0.1987 loss_giou_3: 0.3578 loss_ce_4: 0.2946 loss_bbox_4: 0.1923 loss_giou_4: 0.3476 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:48] d2.utils.events INFO: eta: 1 day, 1:17:33 iter: 126939 total_loss: 6.098 loss_ce: 0.3264 loss_bbox: 0.1962 loss_giou: 0.349 loss_ce_0: 0.511 loss_bbox_0: 0.3447 loss_giou_0: 0.5472 loss_ce_1: 0.4123 loss_bbox_1: 0.241 loss_giou_1: 0.4005 loss_ce_2: 0.3657 loss_bbox_2: 0.217 loss_giou_2: 0.3762 loss_ce_3: 0.3272 loss_bbox_3: 0.2078 loss_giou_3: 0.3669 loss_ce_4: 0.326 loss_bbox_4: 0.2006 loss_giou_4: 0.3574 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:33:54] d2.utils.events INFO: eta: 1 day, 1:16:58 iter: 126959 total_loss: 5.675 loss_ce: 0.2946 loss_bbox: 0.1847 loss_giou: 0.3285 loss_ce_0: 0.5253 loss_bbox_0: 0.3211 loss_giou_0: 0.5398 loss_ce_1: 0.4095 loss_bbox_1: 0.2185 loss_giou_1: 0.3874 loss_ce_2: 0.3383 loss_bbox_2: 0.1955 loss_giou_2: 0.3483 loss_ce_3: 0.3098 loss_bbox_3: 0.1879 loss_giou_3: 0.3333 loss_ce_4: 0.2916 loss_bbox_4: 0.1832 loss_giou_4: 0.3326 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:00] d2.utils.events INFO: eta: 1 day, 1:16:37 iter: 126979 total_loss: 5.978 loss_ce: 0.3236 loss_bbox: 0.1986 loss_giou: 0.3438 loss_ce_0: 0.535 loss_bbox_0: 0.3418 loss_giou_0: 0.5284 loss_ce_1: 0.4239 loss_bbox_1: 0.2249 loss_giou_1: 0.3897 loss_ce_2: 0.3714 loss_bbox_2: 0.2025 loss_giou_2: 0.3634 loss_ce_3: 0.3405 loss_bbox_3: 0.2046 loss_giou_3: 0.357 loss_ce_4: 0.3261 loss_bbox_4: 0.2019 loss_giou_4: 0.3474 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:05] d2.utils.events INFO: eta: 1 day, 1:16:31 iter: 126999 total_loss: 6.08 loss_ce: 0.3222 loss_bbox: 0.1973 loss_giou: 0.3478 loss_ce_0: 0.5231 loss_bbox_0: 0.3472 loss_giou_0: 0.5444 loss_ce_1: 0.4371 loss_bbox_1: 0.2282 loss_giou_1: 0.3929 loss_ce_2: 0.364 loss_bbox_2: 0.208 loss_giou_2: 0.3653 loss_ce_3: 0.3303 loss_bbox_3: 0.2024 loss_giou_3: 0.355 loss_ce_4: 0.3239 loss_bbox_4: 0.2038 loss_giou_4: 0.3497 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:11] d2.utils.events INFO: eta: 1 day, 1:16:34 iter: 127019 total_loss: 5.785 loss_ce: 0.2769 loss_bbox: 0.2031 loss_giou: 0.348 loss_ce_0: 0.4999 loss_bbox_0: 0.3461 loss_giou_0: 0.4898 loss_ce_1: 0.3894 loss_bbox_1: 0.237 loss_giou_1: 0.3801 loss_ce_2: 0.3282 loss_bbox_2: 0.2129 loss_giou_2: 0.3537 loss_ce_3: 0.2939 loss_bbox_3: 0.2103 loss_giou_3: 0.3488 loss_ce_4: 0.2799 loss_bbox_4: 0.2029 loss_giou_4: 0.3463 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:17] d2.utils.events INFO: eta: 1 day, 1:16:35 iter: 127039 total_loss: 6.192 loss_ce: 0.3293 loss_bbox: 0.2033 loss_giou: 0.3724 loss_ce_0: 0.5251 loss_bbox_0: 0.3337 loss_giou_0: 0.5765 loss_ce_1: 0.4277 loss_bbox_1: 0.2295 loss_giou_1: 0.426 loss_ce_2: 0.3575 loss_bbox_2: 0.214 loss_giou_2: 0.3914 loss_ce_3: 0.3374 loss_bbox_3: 0.2029 loss_giou_3: 0.3779 loss_ce_4: 0.335 loss_bbox_4: 0.199 loss_giou_4: 0.3692 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:22] d2.utils.events INFO: eta: 1 day, 1:16:30 iter: 127059 total_loss: 6.138 loss_ce: 0.3066 loss_bbox: 0.1905 loss_giou: 0.3462 loss_ce_0: 0.5008 loss_bbox_0: 0.3371 loss_giou_0: 0.5152 loss_ce_1: 0.4256 loss_bbox_1: 0.2235 loss_giou_1: 0.3884 loss_ce_2: 0.3506 loss_bbox_2: 0.2025 loss_giou_2: 0.3563 loss_ce_3: 0.3219 loss_bbox_3: 0.1924 loss_giou_3: 0.3496 loss_ce_4: 0.3128 loss_bbox_4: 0.1871 loss_giou_4: 0.3475 time: 0.2803 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:28] d2.utils.events INFO: eta: 1 day, 1:16:33 iter: 127079 total_loss: 6.094 loss_ce: 0.3252 loss_bbox: 0.2033 loss_giou: 0.3673 loss_ce_0: 0.5439 loss_bbox_0: 0.3409 loss_giou_0: 0.5452 loss_ce_1: 0.4283 loss_bbox_1: 0.2373 loss_giou_1: 0.4086 loss_ce_2: 0.3824 loss_bbox_2: 0.2124 loss_giou_2: 0.3763 loss_ce_3: 0.3538 loss_bbox_3: 0.2024 loss_giou_3: 0.3717 loss_ce_4: 0.3224 loss_bbox_4: 0.2053 loss_giou_4: 0.3654 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:34] d2.utils.events INFO: eta: 1 day, 1:15:30 iter: 127099 total_loss: 6.191 loss_ce: 0.3233 loss_bbox: 0.1964 loss_giou: 0.3776 loss_ce_0: 0.5148 loss_bbox_0: 0.3432 loss_giou_0: 0.5653 loss_ce_1: 0.4217 loss_bbox_1: 0.2328 loss_giou_1: 0.4216 loss_ce_2: 0.3518 loss_bbox_2: 0.2159 loss_giou_2: 0.3972 loss_ce_3: 0.3321 loss_bbox_3: 0.2081 loss_giou_3: 0.3849 loss_ce_4: 0.3126 loss_bbox_4: 0.2012 loss_giou_4: 0.3838 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:40] d2.utils.events INFO: eta: 1 day, 1:16:22 iter: 127119 total_loss: 6.253 loss_ce: 0.344 loss_bbox: 0.2021 loss_giou: 0.3553 loss_ce_0: 0.5655 loss_bbox_0: 0.3471 loss_giou_0: 0.5412 loss_ce_1: 0.4601 loss_bbox_1: 0.2491 loss_giou_1: 0.4111 loss_ce_2: 0.3852 loss_bbox_2: 0.2156 loss_giou_2: 0.376 loss_ce_3: 0.3697 loss_bbox_3: 0.209 loss_giou_3: 0.3672 loss_ce_4: 0.3503 loss_bbox_4: 0.2071 loss_giou_4: 0.3568 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:45] d2.utils.events INFO: eta: 1 day, 1:16:00 iter: 127139 total_loss: 5.805 loss_ce: 0.3079 loss_bbox: 0.181 loss_giou: 0.3613 loss_ce_0: 0.5149 loss_bbox_0: 0.3085 loss_giou_0: 0.5496 loss_ce_1: 0.4159 loss_bbox_1: 0.2193 loss_giou_1: 0.4054 loss_ce_2: 0.3479 loss_bbox_2: 0.1962 loss_giou_2: 0.3788 loss_ce_3: 0.3233 loss_bbox_3: 0.186 loss_giou_3: 0.3667 loss_ce_4: 0.3091 loss_bbox_4: 0.1828 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:51] d2.utils.events INFO: eta: 1 day, 1:15:48 iter: 127159 total_loss: 5.902 loss_ce: 0.321 loss_bbox: 0.2056 loss_giou: 0.3466 loss_ce_0: 0.5196 loss_bbox_0: 0.3243 loss_giou_0: 0.5125 loss_ce_1: 0.423 loss_bbox_1: 0.2297 loss_giou_1: 0.3828 loss_ce_2: 0.3637 loss_bbox_2: 0.2165 loss_giou_2: 0.3615 loss_ce_3: 0.3271 loss_bbox_3: 0.206 loss_giou_3: 0.3556 loss_ce_4: 0.3213 loss_bbox_4: 0.2025 loss_giou_4: 0.3514 time: 0.2803 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/02 23:34:57] d2.utils.events INFO: eta: 1 day, 1:15:34 iter: 127179 total_loss: 5.891 loss_ce: 0.313 loss_bbox: 0.1929 loss_giou: 0.3315 loss_ce_0: 0.5202 loss_bbox_0: 0.3235 loss_giou_0: 0.5357 loss_ce_1: 0.4182 loss_bbox_1: 0.225 loss_giou_1: 0.384 loss_ce_2: 0.3482 loss_bbox_2: 0.2042 loss_giou_2: 0.3557 loss_ce_3: 0.3226 loss_bbox_3: 0.1979 loss_giou_3: 0.3456 loss_ce_4: 0.3141 loss_bbox_4: 0.1937 loss_giou_4: 0.3341 time: 0.2803 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:02] d2.utils.events INFO: eta: 1 day, 1:16:11 iter: 127199 total_loss: 6.075 loss_ce: 0.3294 loss_bbox: 0.195 loss_giou: 0.3467 loss_ce_0: 0.518 loss_bbox_0: 0.3321 loss_giou_0: 0.5285 loss_ce_1: 0.4209 loss_bbox_1: 0.23 loss_giou_1: 0.3969 loss_ce_2: 0.355 loss_bbox_2: 0.209 loss_giou_2: 0.3664 loss_ce_3: 0.3374 loss_bbox_3: 0.1986 loss_giou_3: 0.3537 loss_ce_4: 0.3352 loss_bbox_4: 0.1974 loss_giou_4: 0.3491 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:08] d2.utils.events INFO: eta: 1 day, 1:15:55 iter: 127219 total_loss: 5.953 loss_ce: 0.3287 loss_bbox: 0.1952 loss_giou: 0.3289 loss_ce_0: 0.5263 loss_bbox_0: 0.3458 loss_giou_0: 0.4934 loss_ce_1: 0.4287 loss_bbox_1: 0.2406 loss_giou_1: 0.371 loss_ce_2: 0.3585 loss_bbox_2: 0.2153 loss_giou_2: 0.3504 loss_ce_3: 0.3304 loss_bbox_3: 0.2134 loss_giou_3: 0.3423 loss_ce_4: 0.331 loss_bbox_4: 0.1996 loss_giou_4: 0.3318 time: 0.2803 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:14] d2.utils.events INFO: eta: 1 day, 1:16:33 iter: 127239 total_loss: 6.157 loss_ce: 0.3411 loss_bbox: 0.2059 loss_giou: 0.3428 loss_ce_0: 0.528 loss_bbox_0: 0.3431 loss_giou_0: 0.5396 loss_ce_1: 0.4402 loss_bbox_1: 0.2403 loss_giou_1: 0.3998 loss_ce_2: 0.3765 loss_bbox_2: 0.2169 loss_giou_2: 0.3623 loss_ce_3: 0.3438 loss_bbox_3: 0.2144 loss_giou_3: 0.3562 loss_ce_4: 0.3381 loss_bbox_4: 0.2078 loss_giou_4: 0.352 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:19] d2.utils.events INFO: eta: 1 day, 1:16:43 iter: 127259 total_loss: 6.302 loss_ce: 0.3316 loss_bbox: 0.205 loss_giou: 0.3708 loss_ce_0: 0.5347 loss_bbox_0: 0.3456 loss_giou_0: 0.5732 loss_ce_1: 0.4208 loss_bbox_1: 0.2487 loss_giou_1: 0.4417 loss_ce_2: 0.3667 loss_bbox_2: 0.2252 loss_giou_2: 0.3895 loss_ce_3: 0.3468 loss_bbox_3: 0.21 loss_giou_3: 0.3794 loss_ce_4: 0.3352 loss_bbox_4: 0.2046 loss_giou_4: 0.3717 time: 0.2803 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:25] d2.utils.events INFO: eta: 1 day, 1:15:48 iter: 127279 total_loss: 5.903 loss_ce: 0.3191 loss_bbox: 0.2 loss_giou: 0.3437 loss_ce_0: 0.5107 loss_bbox_0: 0.3336 loss_giou_0: 0.5342 loss_ce_1: 0.4085 loss_bbox_1: 0.2425 loss_giou_1: 0.4072 loss_ce_2: 0.3478 loss_bbox_2: 0.218 loss_giou_2: 0.3646 loss_ce_3: 0.3195 loss_bbox_3: 0.2025 loss_giou_3: 0.358 loss_ce_4: 0.3255 loss_bbox_4: 0.1989 loss_giou_4: 0.3496 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:31] d2.utils.events INFO: eta: 1 day, 1:16:02 iter: 127299 total_loss: 6.317 loss_ce: 0.3201 loss_bbox: 0.1953 loss_giou: 0.3804 loss_ce_0: 0.5359 loss_bbox_0: 0.338 loss_giou_0: 0.5801 loss_ce_1: 0.4269 loss_bbox_1: 0.2348 loss_giou_1: 0.4454 loss_ce_2: 0.367 loss_bbox_2: 0.2072 loss_giou_2: 0.3995 loss_ce_3: 0.3339 loss_bbox_3: 0.1989 loss_giou_3: 0.394 loss_ce_4: 0.3213 loss_bbox_4: 0.1942 loss_giou_4: 0.3883 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:36] d2.utils.events INFO: eta: 1 day, 1:15:37 iter: 127319 total_loss: 5.862 loss_ce: 0.3209 loss_bbox: 0.1945 loss_giou: 0.3529 loss_ce_0: 0.5188 loss_bbox_0: 0.3249 loss_giou_0: 0.5267 loss_ce_1: 0.4198 loss_bbox_1: 0.2272 loss_giou_1: 0.3891 loss_ce_2: 0.3656 loss_bbox_2: 0.2047 loss_giou_2: 0.3689 loss_ce_3: 0.3317 loss_bbox_3: 0.1992 loss_giou_3: 0.3583 loss_ce_4: 0.322 loss_bbox_4: 0.1972 loss_giou_4: 0.3549 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:42] d2.utils.events INFO: eta: 1 day, 1:15:51 iter: 127339 total_loss: 5.766 loss_ce: 0.3017 loss_bbox: 0.1784 loss_giou: 0.3509 loss_ce_0: 0.5456 loss_bbox_0: 0.3201 loss_giou_0: 0.5505 loss_ce_1: 0.4208 loss_bbox_1: 0.2179 loss_giou_1: 0.3953 loss_ce_2: 0.3501 loss_bbox_2: 0.1927 loss_giou_2: 0.3696 loss_ce_3: 0.3196 loss_bbox_3: 0.184 loss_giou_3: 0.3562 loss_ce_4: 0.3102 loss_bbox_4: 0.1836 loss_giou_4: 0.3506 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:48] d2.utils.events INFO: eta: 1 day, 1:15:11 iter: 127359 total_loss: 5.881 loss_ce: 0.3005 loss_bbox: 0.1885 loss_giou: 0.3422 loss_ce_0: 0.5223 loss_bbox_0: 0.3529 loss_giou_0: 0.5414 loss_ce_1: 0.4208 loss_bbox_1: 0.2353 loss_giou_1: 0.4001 loss_ce_2: 0.3472 loss_bbox_2: 0.2057 loss_giou_2: 0.3583 loss_ce_3: 0.3256 loss_bbox_3: 0.1951 loss_giou_3: 0.3428 loss_ce_4: 0.3105 loss_bbox_4: 0.1886 loss_giou_4: 0.3484 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:54] d2.utils.events INFO: eta: 1 day, 1:15:39 iter: 127379 total_loss: 6.015 loss_ce: 0.3211 loss_bbox: 0.1991 loss_giou: 0.3516 loss_ce_0: 0.5192 loss_bbox_0: 0.3273 loss_giou_0: 0.5136 loss_ce_1: 0.4156 loss_bbox_1: 0.234 loss_giou_1: 0.3876 loss_ce_2: 0.3631 loss_bbox_2: 0.2106 loss_giou_2: 0.3644 loss_ce_3: 0.3337 loss_bbox_3: 0.2053 loss_giou_3: 0.3571 loss_ce_4: 0.3216 loss_bbox_4: 0.2035 loss_giou_4: 0.355 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 23:35:59] d2.utils.events INFO: eta: 1 day, 1:14:59 iter: 127399 total_loss: 6.326 loss_ce: 0.3289 loss_bbox: 0.2199 loss_giou: 0.3735 loss_ce_0: 0.5288 loss_bbox_0: 0.3516 loss_giou_0: 0.5464 loss_ce_1: 0.4173 loss_bbox_1: 0.2608 loss_giou_1: 0.4215 loss_ce_2: 0.3595 loss_bbox_2: 0.2371 loss_giou_2: 0.3893 loss_ce_3: 0.3358 loss_bbox_3: 0.2245 loss_giou_3: 0.3785 loss_ce_4: 0.332 loss_bbox_4: 0.2227 loss_giou_4: 0.3761 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:05] d2.utils.events INFO: eta: 1 day, 1:14:35 iter: 127419 total_loss: 6.13 loss_ce: 0.326 loss_bbox: 0.1948 loss_giou: 0.354 loss_ce_0: 0.5223 loss_bbox_0: 0.3295 loss_giou_0: 0.5232 loss_ce_1: 0.4339 loss_bbox_1: 0.2348 loss_giou_1: 0.4057 loss_ce_2: 0.3607 loss_bbox_2: 0.2047 loss_giou_2: 0.3801 loss_ce_3: 0.3313 loss_bbox_3: 0.1981 loss_giou_3: 0.3657 loss_ce_4: 0.3259 loss_bbox_4: 0.1968 loss_giou_4: 0.3622 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:11] d2.utils.events INFO: eta: 1 day, 1:14:29 iter: 127439 total_loss: 6.285 loss_ce: 0.3264 loss_bbox: 0.2059 loss_giou: 0.3563 loss_ce_0: 0.5236 loss_bbox_0: 0.3437 loss_giou_0: 0.5659 loss_ce_1: 0.4212 loss_bbox_1: 0.2406 loss_giou_1: 0.4156 loss_ce_2: 0.3684 loss_bbox_2: 0.2252 loss_giou_2: 0.3796 loss_ce_3: 0.3379 loss_bbox_3: 0.2209 loss_giou_3: 0.3678 loss_ce_4: 0.3275 loss_bbox_4: 0.2084 loss_giou_4: 0.3639 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:16] d2.utils.events INFO: eta: 1 day, 1:14:33 iter: 127459 total_loss: 6.294 loss_ce: 0.3223 loss_bbox: 0.2169 loss_giou: 0.3683 loss_ce_0: 0.5371 loss_bbox_0: 0.3455 loss_giou_0: 0.5559 loss_ce_1: 0.4399 loss_bbox_1: 0.2475 loss_giou_1: 0.4158 loss_ce_2: 0.3691 loss_bbox_2: 0.2295 loss_giou_2: 0.3885 loss_ce_3: 0.3323 loss_bbox_3: 0.2231 loss_giou_3: 0.3792 loss_ce_4: 0.3199 loss_bbox_4: 0.2196 loss_giou_4: 0.3708 time: 0.2803 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:22] d2.utils.events INFO: eta: 1 day, 1:13:37 iter: 127479 total_loss: 6.363 loss_ce: 0.3501 loss_bbox: 0.1945 loss_giou: 0.3722 loss_ce_0: 0.5492 loss_bbox_0: 0.3263 loss_giou_0: 0.5415 loss_ce_1: 0.4469 loss_bbox_1: 0.2166 loss_giou_1: 0.4099 loss_ce_2: 0.3891 loss_bbox_2: 0.2026 loss_giou_2: 0.3876 loss_ce_3: 0.3657 loss_bbox_3: 0.196 loss_giou_3: 0.3772 loss_ce_4: 0.359 loss_bbox_4: 0.1945 loss_giou_4: 0.3707 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:28] d2.utils.events INFO: eta: 1 day, 1:12:48 iter: 127499 total_loss: 5.981 loss_ce: 0.3475 loss_bbox: 0.1777 loss_giou: 0.3373 loss_ce_0: 0.5451 loss_bbox_0: 0.3264 loss_giou_0: 0.5283 loss_ce_1: 0.4465 loss_bbox_1: 0.222 loss_giou_1: 0.3832 loss_ce_2: 0.3725 loss_bbox_2: 0.1901 loss_giou_2: 0.3525 loss_ce_3: 0.3576 loss_bbox_3: 0.1829 loss_giou_3: 0.3388 loss_ce_4: 0.3541 loss_bbox_4: 0.1782 loss_giou_4: 0.3334 time: 0.2803 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:33] d2.utils.events INFO: eta: 1 day, 1:12:26 iter: 127519 total_loss: 5.998 loss_ce: 0.3183 loss_bbox: 0.1961 loss_giou: 0.3487 loss_ce_0: 0.5051 loss_bbox_0: 0.3294 loss_giou_0: 0.5351 loss_ce_1: 0.4093 loss_bbox_1: 0.2316 loss_giou_1: 0.398 loss_ce_2: 0.3619 loss_bbox_2: 0.2114 loss_giou_2: 0.365 loss_ce_3: 0.3302 loss_bbox_3: 0.2048 loss_giou_3: 0.3571 loss_ce_4: 0.3215 loss_bbox_4: 0.1981 loss_giou_4: 0.3511 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:39] d2.utils.events INFO: eta: 1 day, 1:12:30 iter: 127539 total_loss: 6.019 loss_ce: 0.3019 loss_bbox: 0.2187 loss_giou: 0.351 loss_ce_0: 0.5056 loss_bbox_0: 0.3502 loss_giou_0: 0.5371 loss_ce_1: 0.3943 loss_bbox_1: 0.2594 loss_giou_1: 0.4013 loss_ce_2: 0.3365 loss_bbox_2: 0.2267 loss_giou_2: 0.3703 loss_ce_3: 0.3275 loss_bbox_3: 0.2217 loss_giou_3: 0.3609 loss_ce_4: 0.306 loss_bbox_4: 0.2191 loss_giou_4: 0.3518 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:45] d2.utils.events INFO: eta: 1 day, 1:12:31 iter: 127559 total_loss: 5.892 loss_ce: 0.3066 loss_bbox: 0.1876 loss_giou: 0.3606 loss_ce_0: 0.5124 loss_bbox_0: 0.3303 loss_giou_0: 0.5431 loss_ce_1: 0.4117 loss_bbox_1: 0.2212 loss_giou_1: 0.4045 loss_ce_2: 0.3439 loss_bbox_2: 0.1971 loss_giou_2: 0.3709 loss_ce_3: 0.3168 loss_bbox_3: 0.1905 loss_giou_3: 0.3705 loss_ce_4: 0.3039 loss_bbox_4: 0.1886 loss_giou_4: 0.3631 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:50] d2.utils.events INFO: eta: 1 day, 1:12:46 iter: 127579 total_loss: 6.121 loss_ce: 0.3144 loss_bbox: 0.1961 loss_giou: 0.3449 loss_ce_0: 0.5223 loss_bbox_0: 0.3351 loss_giou_0: 0.5325 loss_ce_1: 0.4193 loss_bbox_1: 0.2317 loss_giou_1: 0.4011 loss_ce_2: 0.3509 loss_bbox_2: 0.2165 loss_giou_2: 0.3616 loss_ce_3: 0.322 loss_bbox_3: 0.2055 loss_giou_3: 0.3538 loss_ce_4: 0.323 loss_bbox_4: 0.1985 loss_giou_4: 0.351 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 23:36:56] d2.utils.events INFO: eta: 1 day, 1:13:24 iter: 127599 total_loss: 5.849 loss_ce: 0.2928 loss_bbox: 0.1736 loss_giou: 0.3402 loss_ce_0: 0.5136 loss_bbox_0: 0.3357 loss_giou_0: 0.5527 loss_ce_1: 0.4126 loss_bbox_1: 0.2224 loss_giou_1: 0.4108 loss_ce_2: 0.3474 loss_bbox_2: 0.1938 loss_giou_2: 0.3717 loss_ce_3: 0.3148 loss_bbox_3: 0.1767 loss_giou_3: 0.3534 loss_ce_4: 0.2992 loss_bbox_4: 0.1791 loss_giou_4: 0.3441 time: 0.2803 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:02] d2.utils.events INFO: eta: 1 day, 1:13:03 iter: 127619 total_loss: 6.125 loss_ce: 0.3268 loss_bbox: 0.1982 loss_giou: 0.3423 loss_ce_0: 0.5284 loss_bbox_0: 0.3326 loss_giou_0: 0.575 loss_ce_1: 0.417 loss_bbox_1: 0.233 loss_giou_1: 0.4033 loss_ce_2: 0.3669 loss_bbox_2: 0.2181 loss_giou_2: 0.3657 loss_ce_3: 0.3371 loss_bbox_3: 0.2088 loss_giou_3: 0.3503 loss_ce_4: 0.329 loss_bbox_4: 0.2024 loss_giou_4: 0.3451 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:08] d2.utils.events INFO: eta: 1 day, 1:12:29 iter: 127639 total_loss: 6.312 loss_ce: 0.3352 loss_bbox: 0.2043 loss_giou: 0.3697 loss_ce_0: 0.5207 loss_bbox_0: 0.3466 loss_giou_0: 0.5576 loss_ce_1: 0.4292 loss_bbox_1: 0.2398 loss_giou_1: 0.4174 loss_ce_2: 0.3716 loss_bbox_2: 0.2217 loss_giou_2: 0.3817 loss_ce_3: 0.3438 loss_bbox_3: 0.2052 loss_giou_3: 0.3762 loss_ce_4: 0.3336 loss_bbox_4: 0.2034 loss_giou_4: 0.3719 time: 0.2803 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:14] d2.utils.events INFO: eta: 1 day, 1:12:52 iter: 127659 total_loss: 6.114 loss_ce: 0.3127 loss_bbox: 0.1977 loss_giou: 0.3549 loss_ce_0: 0.5213 loss_bbox_0: 0.3365 loss_giou_0: 0.5627 loss_ce_1: 0.4154 loss_bbox_1: 0.2455 loss_giou_1: 0.4048 loss_ce_2: 0.3645 loss_bbox_2: 0.2096 loss_giou_2: 0.3733 loss_ce_3: 0.3354 loss_bbox_3: 0.2036 loss_giou_3: 0.3637 loss_ce_4: 0.3214 loss_bbox_4: 0.1981 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:19] d2.utils.events INFO: eta: 1 day, 1:12:05 iter: 127679 total_loss: 6.161 loss_ce: 0.3339 loss_bbox: 0.2063 loss_giou: 0.3652 loss_ce_0: 0.5116 loss_bbox_0: 0.3413 loss_giou_0: 0.5395 loss_ce_1: 0.4268 loss_bbox_1: 0.2413 loss_giou_1: 0.4122 loss_ce_2: 0.3611 loss_bbox_2: 0.2166 loss_giou_2: 0.3804 loss_ce_3: 0.3386 loss_bbox_3: 0.2133 loss_giou_3: 0.3754 loss_ce_4: 0.3296 loss_bbox_4: 0.2072 loss_giou_4: 0.3702 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:25] d2.utils.events INFO: eta: 1 day, 1:11:48 iter: 127699 total_loss: 6.077 loss_ce: 0.3263 loss_bbox: 0.2063 loss_giou: 0.3723 loss_ce_0: 0.5241 loss_bbox_0: 0.3308 loss_giou_0: 0.556 loss_ce_1: 0.4248 loss_bbox_1: 0.2314 loss_giou_1: 0.4239 loss_ce_2: 0.372 loss_bbox_2: 0.2137 loss_giou_2: 0.3954 loss_ce_3: 0.3419 loss_bbox_3: 0.211 loss_giou_3: 0.3841 loss_ce_4: 0.3286 loss_bbox_4: 0.2106 loss_giou_4: 0.3776 time: 0.2803 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:31] d2.utils.events INFO: eta: 1 day, 1:11:23 iter: 127719 total_loss: 5.829 loss_ce: 0.3209 loss_bbox: 0.2025 loss_giou: 0.3542 loss_ce_0: 0.5178 loss_bbox_0: 0.3302 loss_giou_0: 0.5392 loss_ce_1: 0.4085 loss_bbox_1: 0.2301 loss_giou_1: 0.403 loss_ce_2: 0.3455 loss_bbox_2: 0.2147 loss_giou_2: 0.3687 loss_ce_3: 0.3223 loss_bbox_3: 0.2062 loss_giou_3: 0.3586 loss_ce_4: 0.3166 loss_bbox_4: 0.1958 loss_giou_4: 0.3562 time: 0.2803 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:36] d2.utils.events INFO: eta: 1 day, 1:10:49 iter: 127739 total_loss: 5.897 loss_ce: 0.3274 loss_bbox: 0.1962 loss_giou: 0.3425 loss_ce_0: 0.5082 loss_bbox_0: 0.3431 loss_giou_0: 0.5446 loss_ce_1: 0.423 loss_bbox_1: 0.2352 loss_giou_1: 0.4025 loss_ce_2: 0.3402 loss_bbox_2: 0.2139 loss_giou_2: 0.3632 loss_ce_3: 0.3323 loss_bbox_3: 0.2054 loss_giou_3: 0.3522 loss_ce_4: 0.3331 loss_bbox_4: 0.2014 loss_giou_4: 0.345 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:42] d2.utils.events INFO: eta: 1 day, 1:10:34 iter: 127759 total_loss: 5.983 loss_ce: 0.3155 loss_bbox: 0.1942 loss_giou: 0.3359 loss_ce_0: 0.5309 loss_bbox_0: 0.3411 loss_giou_0: 0.5164 loss_ce_1: 0.4176 loss_bbox_1: 0.2318 loss_giou_1: 0.3837 loss_ce_2: 0.3638 loss_bbox_2: 0.2088 loss_giou_2: 0.3516 loss_ce_3: 0.3373 loss_bbox_3: 0.2033 loss_giou_3: 0.3404 loss_ce_4: 0.3266 loss_bbox_4: 0.2027 loss_giou_4: 0.3393 time: 0.2803 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:48] d2.utils.events INFO: eta: 1 day, 1:10:03 iter: 127779 total_loss: 5.973 loss_ce: 0.3187 loss_bbox: 0.2126 loss_giou: 0.3671 loss_ce_0: 0.5223 loss_bbox_0: 0.3503 loss_giou_0: 0.5497 loss_ce_1: 0.4097 loss_bbox_1: 0.2495 loss_giou_1: 0.4052 loss_ce_2: 0.3399 loss_bbox_2: 0.225 loss_giou_2: 0.3834 loss_ce_3: 0.323 loss_bbox_3: 0.216 loss_giou_3: 0.3717 loss_ce_4: 0.3175 loss_bbox_4: 0.2133 loss_giou_4: 0.3699 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:53] d2.utils.events INFO: eta: 1 day, 1:09:57 iter: 127799 total_loss: 5.992 loss_ce: 0.3249 loss_bbox: 0.2005 loss_giou: 0.3503 loss_ce_0: 0.5208 loss_bbox_0: 0.339 loss_giou_0: 0.547 loss_ce_1: 0.4228 loss_bbox_1: 0.2317 loss_giou_1: 0.3979 loss_ce_2: 0.3562 loss_bbox_2: 0.2154 loss_giou_2: 0.3632 loss_ce_3: 0.3278 loss_bbox_3: 0.2108 loss_giou_3: 0.3598 loss_ce_4: 0.3188 loss_bbox_4: 0.2032 loss_giou_4: 0.3546 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 23:37:59] d2.utils.events INFO: eta: 1 day, 1:09:18 iter: 127819 total_loss: 5.586 loss_ce: 0.3079 loss_bbox: 0.1822 loss_giou: 0.3203 loss_ce_0: 0.5019 loss_bbox_0: 0.329 loss_giou_0: 0.4899 loss_ce_1: 0.397 loss_bbox_1: 0.2281 loss_giou_1: 0.364 loss_ce_2: 0.333 loss_bbox_2: 0.1952 loss_giou_2: 0.339 loss_ce_3: 0.3042 loss_bbox_3: 0.186 loss_giou_3: 0.3284 loss_ce_4: 0.3114 loss_bbox_4: 0.1831 loss_giou_4: 0.3211 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:05] d2.utils.events INFO: eta: 1 day, 1:08:42 iter: 127839 total_loss: 6.064 loss_ce: 0.3239 loss_bbox: 0.1903 loss_giou: 0.3575 loss_ce_0: 0.5351 loss_bbox_0: 0.3412 loss_giou_0: 0.5627 loss_ce_1: 0.4403 loss_bbox_1: 0.2295 loss_giou_1: 0.3999 loss_ce_2: 0.366 loss_bbox_2: 0.2139 loss_giou_2: 0.3784 loss_ce_3: 0.3315 loss_bbox_3: 0.2021 loss_giou_3: 0.3668 loss_ce_4: 0.3295 loss_bbox_4: 0.1935 loss_giou_4: 0.36 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:10] d2.utils.events INFO: eta: 1 day, 1:08:09 iter: 127859 total_loss: 5.93 loss_ce: 0.3234 loss_bbox: 0.1979 loss_giou: 0.3485 loss_ce_0: 0.5189 loss_bbox_0: 0.3393 loss_giou_0: 0.5335 loss_ce_1: 0.4142 loss_bbox_1: 0.2292 loss_giou_1: 0.3966 loss_ce_2: 0.3524 loss_bbox_2: 0.2131 loss_giou_2: 0.3675 loss_ce_3: 0.3251 loss_bbox_3: 0.2036 loss_giou_3: 0.3535 loss_ce_4: 0.3139 loss_bbox_4: 0.2025 loss_giou_4: 0.3493 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:16] d2.utils.events INFO: eta: 1 day, 1:07:24 iter: 127879 total_loss: 6.272 loss_ce: 0.3378 loss_bbox: 0.2106 loss_giou: 0.3386 loss_ce_0: 0.5355 loss_bbox_0: 0.3538 loss_giou_0: 0.524 loss_ce_1: 0.4492 loss_bbox_1: 0.2405 loss_giou_1: 0.3849 loss_ce_2: 0.3828 loss_bbox_2: 0.2202 loss_giou_2: 0.3546 loss_ce_3: 0.3473 loss_bbox_3: 0.2183 loss_giou_3: 0.3497 loss_ce_4: 0.3426 loss_bbox_4: 0.2125 loss_giou_4: 0.3439 time: 0.2803 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:22] d2.utils.events INFO: eta: 1 day, 1:06:43 iter: 127899 total_loss: 6.151 loss_ce: 0.3153 loss_bbox: 0.2187 loss_giou: 0.3498 loss_ce_0: 0.5161 loss_bbox_0: 0.3398 loss_giou_0: 0.5491 loss_ce_1: 0.4236 loss_bbox_1: 0.2426 loss_giou_1: 0.4179 loss_ce_2: 0.3598 loss_bbox_2: 0.2329 loss_giou_2: 0.3714 loss_ce_3: 0.3311 loss_bbox_3: 0.2231 loss_giou_3: 0.3533 loss_ce_4: 0.3192 loss_bbox_4: 0.2171 loss_giou_4: 0.3481 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:27] d2.utils.events INFO: eta: 1 day, 1:06:38 iter: 127919 total_loss: 5.637 loss_ce: 0.287 loss_bbox: 0.1938 loss_giou: 0.3171 loss_ce_0: 0.4897 loss_bbox_0: 0.3096 loss_giou_0: 0.4978 loss_ce_1: 0.3895 loss_bbox_1: 0.2265 loss_giou_1: 0.3601 loss_ce_2: 0.3223 loss_bbox_2: 0.2072 loss_giou_2: 0.3329 loss_ce_3: 0.3014 loss_bbox_3: 0.1998 loss_giou_3: 0.3279 loss_ce_4: 0.2806 loss_bbox_4: 0.2041 loss_giou_4: 0.3237 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:33] d2.utils.events INFO: eta: 1 day, 1:06:50 iter: 127939 total_loss: 6.102 loss_ce: 0.3281 loss_bbox: 0.1908 loss_giou: 0.3615 loss_ce_0: 0.5239 loss_bbox_0: 0.3314 loss_giou_0: 0.5712 loss_ce_1: 0.4287 loss_bbox_1: 0.2315 loss_giou_1: 0.4169 loss_ce_2: 0.3572 loss_bbox_2: 0.2118 loss_giou_2: 0.3861 loss_ce_3: 0.3311 loss_bbox_3: 0.206 loss_giou_3: 0.3711 loss_ce_4: 0.3287 loss_bbox_4: 0.1961 loss_giou_4: 0.3667 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:39] d2.utils.events INFO: eta: 1 day, 1:06:00 iter: 127959 total_loss: 5.896 loss_ce: 0.3025 loss_bbox: 0.1962 loss_giou: 0.3437 loss_ce_0: 0.5089 loss_bbox_0: 0.3221 loss_giou_0: 0.5299 loss_ce_1: 0.4113 loss_bbox_1: 0.2292 loss_giou_1: 0.3925 loss_ce_2: 0.3436 loss_bbox_2: 0.2095 loss_giou_2: 0.3601 loss_ce_3: 0.31 loss_bbox_3: 0.2048 loss_giou_3: 0.3515 loss_ce_4: 0.3041 loss_bbox_4: 0.1988 loss_giou_4: 0.3493 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:44] d2.utils.events INFO: eta: 1 day, 1:06:51 iter: 127979 total_loss: 6.34 loss_ce: 0.339 loss_bbox: 0.1934 loss_giou: 0.362 loss_ce_0: 0.5309 loss_bbox_0: 0.3463 loss_giou_0: 0.5493 loss_ce_1: 0.4409 loss_bbox_1: 0.2305 loss_giou_1: 0.4189 loss_ce_2: 0.3768 loss_bbox_2: 0.2114 loss_giou_2: 0.3871 loss_ce_3: 0.3504 loss_bbox_3: 0.199 loss_giou_3: 0.375 loss_ce_4: 0.3361 loss_bbox_4: 0.1951 loss_giou_4: 0.3684 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:50] d2.utils.events INFO: eta: 1 day, 1:06:33 iter: 127999 total_loss: 6.238 loss_ce: 0.3406 loss_bbox: 0.1981 loss_giou: 0.3561 loss_ce_0: 0.5283 loss_bbox_0: 0.3477 loss_giou_0: 0.5458 loss_ce_1: 0.4185 loss_bbox_1: 0.234 loss_giou_1: 0.4184 loss_ce_2: 0.3596 loss_bbox_2: 0.2099 loss_giou_2: 0.3782 loss_ce_3: 0.3363 loss_bbox_3: 0.2048 loss_giou_3: 0.3656 loss_ce_4: 0.3395 loss_bbox_4: 0.2013 loss_giou_4: 0.3597 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 23:38:56] d2.utils.events INFO: eta: 1 day, 1:06:06 iter: 128019 total_loss: 5.802 loss_ce: 0.325 loss_bbox: 0.1835 loss_giou: 0.3181 loss_ce_0: 0.5266 loss_bbox_0: 0.3109 loss_giou_0: 0.5169 loss_ce_1: 0.4246 loss_bbox_1: 0.2257 loss_giou_1: 0.3782 loss_ce_2: 0.37 loss_bbox_2: 0.1979 loss_giou_2: 0.3428 loss_ce_3: 0.3416 loss_bbox_3: 0.1836 loss_giou_3: 0.3326 loss_ce_4: 0.3282 loss_bbox_4: 0.1878 loss_giou_4: 0.3228 time: 0.2803 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:01] d2.utils.events INFO: eta: 1 day, 1:05:13 iter: 128039 total_loss: 5.898 loss_ce: 0.3138 loss_bbox: 0.205 loss_giou: 0.35 loss_ce_0: 0.5098 loss_bbox_0: 0.3372 loss_giou_0: 0.5214 loss_ce_1: 0.4069 loss_bbox_1: 0.2392 loss_giou_1: 0.3996 loss_ce_2: 0.3524 loss_bbox_2: 0.2217 loss_giou_2: 0.3707 loss_ce_3: 0.3253 loss_bbox_3: 0.2136 loss_giou_3: 0.3619 loss_ce_4: 0.3135 loss_bbox_4: 0.2043 loss_giou_4: 0.3546 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:07] d2.utils.events INFO: eta: 1 day, 1:04:41 iter: 128059 total_loss: 6.071 loss_ce: 0.3087 loss_bbox: 0.2004 loss_giou: 0.3737 loss_ce_0: 0.5259 loss_bbox_0: 0.3426 loss_giou_0: 0.5516 loss_ce_1: 0.4221 loss_bbox_1: 0.2387 loss_giou_1: 0.4175 loss_ce_2: 0.3573 loss_bbox_2: 0.2215 loss_giou_2: 0.3795 loss_ce_3: 0.3282 loss_bbox_3: 0.202 loss_giou_3: 0.377 loss_ce_4: 0.3136 loss_bbox_4: 0.1971 loss_giou_4: 0.3731 time: 0.2803 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:13] d2.utils.events INFO: eta: 1 day, 1:04:28 iter: 128079 total_loss: 5.98 loss_ce: 0.3101 loss_bbox: 0.1961 loss_giou: 0.3582 loss_ce_0: 0.505 loss_bbox_0: 0.3359 loss_giou_0: 0.5559 loss_ce_1: 0.4045 loss_bbox_1: 0.2295 loss_giou_1: 0.4146 loss_ce_2: 0.3313 loss_bbox_2: 0.209 loss_giou_2: 0.3795 loss_ce_3: 0.3148 loss_bbox_3: 0.2013 loss_giou_3: 0.3706 loss_ce_4: 0.3115 loss_bbox_4: 0.1963 loss_giou_4: 0.3631 time: 0.2803 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:18] d2.utils.events INFO: eta: 1 day, 1:04:56 iter: 128099 total_loss: 6.146 loss_ce: 0.3301 loss_bbox: 0.1895 loss_giou: 0.3695 loss_ce_0: 0.5353 loss_bbox_0: 0.3345 loss_giou_0: 0.5792 loss_ce_1: 0.4252 loss_bbox_1: 0.2166 loss_giou_1: 0.4238 loss_ce_2: 0.3608 loss_bbox_2: 0.2007 loss_giou_2: 0.3981 loss_ce_3: 0.3295 loss_bbox_3: 0.1937 loss_giou_3: 0.3826 loss_ce_4: 0.328 loss_bbox_4: 0.1876 loss_giou_4: 0.3697 time: 0.2803 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:24] d2.utils.events INFO: eta: 1 day, 1:04:39 iter: 128119 total_loss: 6.006 loss_ce: 0.3352 loss_bbox: 0.2014 loss_giou: 0.3388 loss_ce_0: 0.545 loss_bbox_0: 0.343 loss_giou_0: 0.5069 loss_ce_1: 0.4261 loss_bbox_1: 0.2271 loss_giou_1: 0.3838 loss_ce_2: 0.3695 loss_bbox_2: 0.2207 loss_giou_2: 0.3549 loss_ce_3: 0.3423 loss_bbox_3: 0.209 loss_giou_3: 0.3446 loss_ce_4: 0.3351 loss_bbox_4: 0.204 loss_giou_4: 0.3393 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:30] d2.utils.events INFO: eta: 1 day, 1:04:34 iter: 128139 total_loss: 5.823 loss_ce: 0.3035 loss_bbox: 0.1945 loss_giou: 0.3473 loss_ce_0: 0.514 loss_bbox_0: 0.3267 loss_giou_0: 0.5545 loss_ce_1: 0.4269 loss_bbox_1: 0.2269 loss_giou_1: 0.4088 loss_ce_2: 0.3466 loss_bbox_2: 0.204 loss_giou_2: 0.3743 loss_ce_3: 0.3116 loss_bbox_3: 0.2001 loss_giou_3: 0.3601 loss_ce_4: 0.3069 loss_bbox_4: 0.1952 loss_giou_4: 0.3579 time: 0.2803 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:35] d2.utils.events INFO: eta: 1 day, 1:04:07 iter: 128159 total_loss: 5.987 loss_ce: 0.3161 loss_bbox: 0.2039 loss_giou: 0.3366 loss_ce_0: 0.5167 loss_bbox_0: 0.3478 loss_giou_0: 0.5178 loss_ce_1: 0.4222 loss_bbox_1: 0.247 loss_giou_1: 0.3835 loss_ce_2: 0.3479 loss_bbox_2: 0.2204 loss_giou_2: 0.3506 loss_ce_3: 0.3283 loss_bbox_3: 0.2101 loss_giou_3: 0.348 loss_ce_4: 0.3234 loss_bbox_4: 0.2015 loss_giou_4: 0.3457 time: 0.2803 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:41] d2.utils.events INFO: eta: 1 day, 1:04:12 iter: 128179 total_loss: 6.165 loss_ce: 0.3483 loss_bbox: 0.1948 loss_giou: 0.3444 loss_ce_0: 0.5414 loss_bbox_0: 0.3455 loss_giou_0: 0.5314 loss_ce_1: 0.4431 loss_bbox_1: 0.241 loss_giou_1: 0.4015 loss_ce_2: 0.3868 loss_bbox_2: 0.2122 loss_giou_2: 0.3657 loss_ce_3: 0.36 loss_bbox_3: 0.2086 loss_giou_3: 0.3542 loss_ce_4: 0.3523 loss_bbox_4: 0.1995 loss_giou_4: 0.3468 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:47] d2.utils.events INFO: eta: 1 day, 1:04:01 iter: 128199 total_loss: 6.077 loss_ce: 0.3235 loss_bbox: 0.2067 loss_giou: 0.3638 loss_ce_0: 0.5167 loss_bbox_0: 0.333 loss_giou_0: 0.5528 loss_ce_1: 0.4136 loss_bbox_1: 0.2332 loss_giou_1: 0.4046 loss_ce_2: 0.3598 loss_bbox_2: 0.2198 loss_giou_2: 0.3776 loss_ce_3: 0.33 loss_bbox_3: 0.2127 loss_giou_3: 0.3679 loss_ce_4: 0.3243 loss_bbox_4: 0.2082 loss_giou_4: 0.3658 time: 0.2803 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:52] d2.utils.events INFO: eta: 1 day, 1:03:51 iter: 128219 total_loss: 6.1 loss_ce: 0.3263 loss_bbox: 0.194 loss_giou: 0.3408 loss_ce_0: 0.5161 loss_bbox_0: 0.344 loss_giou_0: 0.541 loss_ce_1: 0.4152 loss_bbox_1: 0.2321 loss_giou_1: 0.3965 loss_ce_2: 0.3661 loss_bbox_2: 0.2053 loss_giou_2: 0.3583 loss_ce_3: 0.3356 loss_bbox_3: 0.2042 loss_giou_3: 0.3478 loss_ce_4: 0.3227 loss_bbox_4: 0.1965 loss_giou_4: 0.341 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:39:58] d2.utils.events INFO: eta: 1 day, 1:03:10 iter: 128239 total_loss: 5.924 loss_ce: 0.3116 loss_bbox: 0.1804 loss_giou: 0.3394 loss_ce_0: 0.5181 loss_bbox_0: 0.3246 loss_giou_0: 0.5304 loss_ce_1: 0.4165 loss_bbox_1: 0.2193 loss_giou_1: 0.3981 loss_ce_2: 0.3604 loss_bbox_2: 0.1951 loss_giou_2: 0.364 loss_ce_3: 0.3235 loss_bbox_3: 0.1875 loss_giou_3: 0.3462 loss_ce_4: 0.3131 loss_bbox_4: 0.1847 loss_giou_4: 0.3417 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:04] d2.utils.events INFO: eta: 1 day, 1:02:54 iter: 128259 total_loss: 6.402 loss_ce: 0.3162 loss_bbox: 0.2101 loss_giou: 0.3705 loss_ce_0: 0.5194 loss_bbox_0: 0.3363 loss_giou_0: 0.5626 loss_ce_1: 0.4165 loss_bbox_1: 0.2339 loss_giou_1: 0.4234 loss_ce_2: 0.3558 loss_bbox_2: 0.2157 loss_giou_2: 0.3883 loss_ce_3: 0.3269 loss_bbox_3: 0.2149 loss_giou_3: 0.3737 loss_ce_4: 0.323 loss_bbox_4: 0.211 loss_giou_4: 0.3679 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:09] d2.utils.events INFO: eta: 1 day, 1:03:16 iter: 128279 total_loss: 5.734 loss_ce: 0.298 loss_bbox: 0.1867 loss_giou: 0.3321 loss_ce_0: 0.4943 loss_bbox_0: 0.343 loss_giou_0: 0.5286 loss_ce_1: 0.3931 loss_bbox_1: 0.2311 loss_giou_1: 0.3839 loss_ce_2: 0.3263 loss_bbox_2: 0.21 loss_giou_2: 0.3508 loss_ce_3: 0.3024 loss_bbox_3: 0.191 loss_giou_3: 0.3369 loss_ce_4: 0.301 loss_bbox_4: 0.1859 loss_giou_4: 0.3353 time: 0.2803 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:15] d2.utils.events INFO: eta: 1 day, 1:03:20 iter: 128299 total_loss: 6.089 loss_ce: 0.3207 loss_bbox: 0.1992 loss_giou: 0.3689 loss_ce_0: 0.5056 loss_bbox_0: 0.3299 loss_giou_0: 0.5681 loss_ce_1: 0.4181 loss_bbox_1: 0.2309 loss_giou_1: 0.4182 loss_ce_2: 0.3555 loss_bbox_2: 0.2119 loss_giou_2: 0.3844 loss_ce_3: 0.3213 loss_bbox_3: 0.2051 loss_giou_3: 0.3757 loss_ce_4: 0.3264 loss_bbox_4: 0.202 loss_giou_4: 0.3698 time: 0.2803 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:21] d2.utils.events INFO: eta: 1 day, 1:03:28 iter: 128319 total_loss: 6.194 loss_ce: 0.351 loss_bbox: 0.206 loss_giou: 0.3654 loss_ce_0: 0.531 loss_bbox_0: 0.3523 loss_giou_0: 0.5406 loss_ce_1: 0.4405 loss_bbox_1: 0.249 loss_giou_1: 0.4125 loss_ce_2: 0.3884 loss_bbox_2: 0.2205 loss_giou_2: 0.38 loss_ce_3: 0.3458 loss_bbox_3: 0.2133 loss_giou_3: 0.3745 loss_ce_4: 0.3473 loss_bbox_4: 0.2122 loss_giou_4: 0.3703 time: 0.2803 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:27] d2.utils.events INFO: eta: 1 day, 1:03:22 iter: 128339 total_loss: 5.978 loss_ce: 0.333 loss_bbox: 0.1844 loss_giou: 0.3641 loss_ce_0: 0.5198 loss_bbox_0: 0.3321 loss_giou_0: 0.5529 loss_ce_1: 0.4148 loss_bbox_1: 0.2268 loss_giou_1: 0.413 loss_ce_2: 0.3681 loss_bbox_2: 0.2019 loss_giou_2: 0.3852 loss_ce_3: 0.3417 loss_bbox_3: 0.1933 loss_giou_3: 0.3694 loss_ce_4: 0.331 loss_bbox_4: 0.1865 loss_giou_4: 0.3646 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:32] d2.utils.events INFO: eta: 1 day, 1:03:30 iter: 128359 total_loss: 6.089 loss_ce: 0.3266 loss_bbox: 0.211 loss_giou: 0.3439 loss_ce_0: 0.5197 loss_bbox_0: 0.3526 loss_giou_0: 0.5119 loss_ce_1: 0.4128 loss_bbox_1: 0.2386 loss_giou_1: 0.3964 loss_ce_2: 0.3601 loss_bbox_2: 0.221 loss_giou_2: 0.3608 loss_ce_3: 0.3349 loss_bbox_3: 0.2144 loss_giou_3: 0.3525 loss_ce_4: 0.3306 loss_bbox_4: 0.2158 loss_giou_4: 0.347 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:38] d2.utils.events INFO: eta: 1 day, 1:03:06 iter: 128379 total_loss: 5.964 loss_ce: 0.3302 loss_bbox: 0.1939 loss_giou: 0.3436 loss_ce_0: 0.5213 loss_bbox_0: 0.3441 loss_giou_0: 0.5207 loss_ce_1: 0.4201 loss_bbox_1: 0.2302 loss_giou_1: 0.3814 loss_ce_2: 0.3482 loss_bbox_2: 0.2092 loss_giou_2: 0.3503 loss_ce_3: 0.3332 loss_bbox_3: 0.2015 loss_giou_3: 0.3428 loss_ce_4: 0.3256 loss_bbox_4: 0.1947 loss_giou_4: 0.3461 time: 0.2803 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:43] d2.utils.events INFO: eta: 1 day, 1:03:00 iter: 128399 total_loss: 6.03 loss_ce: 0.3197 loss_bbox: 0.1808 loss_giou: 0.363 loss_ce_0: 0.5019 loss_bbox_0: 0.3008 loss_giou_0: 0.5256 loss_ce_1: 0.4049 loss_bbox_1: 0.2017 loss_giou_1: 0.3895 loss_ce_2: 0.3453 loss_bbox_2: 0.1884 loss_giou_2: 0.3669 loss_ce_3: 0.3244 loss_bbox_3: 0.1858 loss_giou_3: 0.3597 loss_ce_4: 0.312 loss_bbox_4: 0.1794 loss_giou_4: 0.361 time: 0.2803 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:49] d2.utils.events INFO: eta: 1 day, 1:02:55 iter: 128419 total_loss: 6.076 loss_ce: 0.3296 loss_bbox: 0.1953 loss_giou: 0.3428 loss_ce_0: 0.5506 loss_bbox_0: 0.3345 loss_giou_0: 0.5275 loss_ce_1: 0.4396 loss_bbox_1: 0.2365 loss_giou_1: 0.3922 loss_ce_2: 0.3711 loss_bbox_2: 0.2098 loss_giou_2: 0.3572 loss_ce_3: 0.3354 loss_bbox_3: 0.2041 loss_giou_3: 0.3477 loss_ce_4: 0.3358 loss_bbox_4: 0.1988 loss_giou_4: 0.3441 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 23:40:55] d2.utils.events INFO: eta: 1 day, 1:02:59 iter: 128439 total_loss: 6.14 loss_ce: 0.3426 loss_bbox: 0.2021 loss_giou: 0.3498 loss_ce_0: 0.5363 loss_bbox_0: 0.345 loss_giou_0: 0.5242 loss_ce_1: 0.442 loss_bbox_1: 0.2345 loss_giou_1: 0.3968 loss_ce_2: 0.3771 loss_bbox_2: 0.2134 loss_giou_2: 0.3724 loss_ce_3: 0.3493 loss_bbox_3: 0.2063 loss_giou_3: 0.3636 loss_ce_4: 0.3451 loss_bbox_4: 0.2038 loss_giou_4: 0.3547 time: 0.2803 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:01] d2.utils.events INFO: eta: 1 day, 1:02:21 iter: 128459 total_loss: 6.113 loss_ce: 0.3597 loss_bbox: 0.1993 loss_giou: 0.3319 loss_ce_0: 0.551 loss_bbox_0: 0.3346 loss_giou_0: 0.528 loss_ce_1: 0.4573 loss_bbox_1: 0.2305 loss_giou_1: 0.3818 loss_ce_2: 0.3847 loss_bbox_2: 0.2103 loss_giou_2: 0.355 loss_ce_3: 0.3655 loss_bbox_3: 0.2043 loss_giou_3: 0.3399 loss_ce_4: 0.3511 loss_bbox_4: 0.1983 loss_giou_4: 0.3371 time: 0.2803 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:06] d2.utils.events INFO: eta: 1 day, 1:02:52 iter: 128479 total_loss: 5.872 loss_ce: 0.3203 loss_bbox: 0.1925 loss_giou: 0.3412 loss_ce_0: 0.5171 loss_bbox_0: 0.3455 loss_giou_0: 0.521 loss_ce_1: 0.4163 loss_bbox_1: 0.2263 loss_giou_1: 0.388 loss_ce_2: 0.3582 loss_bbox_2: 0.2058 loss_giou_2: 0.3563 loss_ce_3: 0.329 loss_bbox_3: 0.199 loss_giou_3: 0.3471 loss_ce_4: 0.3238 loss_bbox_4: 0.1953 loss_giou_4: 0.3388 time: 0.2803 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:12] d2.utils.events INFO: eta: 1 day, 1:02:54 iter: 128499 total_loss: 6.142 loss_ce: 0.3386 loss_bbox: 0.1929 loss_giou: 0.3518 loss_ce_0: 0.5212 loss_bbox_0: 0.3281 loss_giou_0: 0.5342 loss_ce_1: 0.4404 loss_bbox_1: 0.2254 loss_giou_1: 0.4092 loss_ce_2: 0.3677 loss_bbox_2: 0.2016 loss_giou_2: 0.3737 loss_ce_3: 0.3517 loss_bbox_3: 0.1918 loss_giou_3: 0.362 loss_ce_4: 0.3399 loss_bbox_4: 0.1867 loss_giou_4: 0.3529 time: 0.2803 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:18] d2.utils.events INFO: eta: 1 day, 1:03:10 iter: 128519 total_loss: 6.208 loss_ce: 0.3476 loss_bbox: 0.2086 loss_giou: 0.3458 loss_ce_0: 0.533 loss_bbox_0: 0.3477 loss_giou_0: 0.5042 loss_ce_1: 0.4507 loss_bbox_1: 0.2338 loss_giou_1: 0.3837 loss_ce_2: 0.3826 loss_bbox_2: 0.2202 loss_giou_2: 0.3593 loss_ce_3: 0.358 loss_bbox_3: 0.217 loss_giou_3: 0.3507 loss_ce_4: 0.3514 loss_bbox_4: 0.2119 loss_giou_4: 0.3484 time: 0.2803 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:23] d2.utils.events INFO: eta: 1 day, 1:02:39 iter: 128539 total_loss: 6.026 loss_ce: 0.3003 loss_bbox: 0.2013 loss_giou: 0.3413 loss_ce_0: 0.5099 loss_bbox_0: 0.3336 loss_giou_0: 0.547 loss_ce_1: 0.4151 loss_bbox_1: 0.2187 loss_giou_1: 0.3971 loss_ce_2: 0.3571 loss_bbox_2: 0.2035 loss_giou_2: 0.362 loss_ce_3: 0.3282 loss_bbox_3: 0.1996 loss_giou_3: 0.3492 loss_ce_4: 0.3043 loss_bbox_4: 0.1983 loss_giou_4: 0.3452 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:29] d2.utils.events INFO: eta: 1 day, 1:02:34 iter: 128559 total_loss: 5.968 loss_ce: 0.301 loss_bbox: 0.2043 loss_giou: 0.3444 loss_ce_0: 0.5198 loss_bbox_0: 0.3324 loss_giou_0: 0.5294 loss_ce_1: 0.4127 loss_bbox_1: 0.2241 loss_giou_1: 0.3878 loss_ce_2: 0.3555 loss_bbox_2: 0.2032 loss_giou_2: 0.3631 loss_ce_3: 0.319 loss_bbox_3: 0.2018 loss_giou_3: 0.3513 loss_ce_4: 0.3089 loss_bbox_4: 0.2016 loss_giou_4: 0.3482 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:35] d2.utils.events INFO: eta: 1 day, 1:02:20 iter: 128579 total_loss: 5.956 loss_ce: 0.338 loss_bbox: 0.2006 loss_giou: 0.3379 loss_ce_0: 0.5192 loss_bbox_0: 0.332 loss_giou_0: 0.5163 loss_ce_1: 0.432 loss_bbox_1: 0.2326 loss_giou_1: 0.383 loss_ce_2: 0.3793 loss_bbox_2: 0.211 loss_giou_2: 0.356 loss_ce_3: 0.3283 loss_bbox_3: 0.2071 loss_giou_3: 0.3458 loss_ce_4: 0.3381 loss_bbox_4: 0.2083 loss_giou_4: 0.3403 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:40] d2.utils.events INFO: eta: 1 day, 1:01:49 iter: 128599 total_loss: 6.259 loss_ce: 0.3459 loss_bbox: 0.2031 loss_giou: 0.3721 loss_ce_0: 0.5463 loss_bbox_0: 0.3349 loss_giou_0: 0.5628 loss_ce_1: 0.4483 loss_bbox_1: 0.2312 loss_giou_1: 0.4129 loss_ce_2: 0.4004 loss_bbox_2: 0.204 loss_giou_2: 0.3788 loss_ce_3: 0.3706 loss_bbox_3: 0.1987 loss_giou_3: 0.3742 loss_ce_4: 0.3456 loss_bbox_4: 0.2001 loss_giou_4: 0.3775 time: 0.2803 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:46] d2.utils.events INFO: eta: 1 day, 1:01:23 iter: 128619 total_loss: 6.13 loss_ce: 0.3244 loss_bbox: 0.2097 loss_giou: 0.3414 loss_ce_0: 0.5261 loss_bbox_0: 0.3463 loss_giou_0: 0.5263 loss_ce_1: 0.4236 loss_bbox_1: 0.2459 loss_giou_1: 0.3975 loss_ce_2: 0.3625 loss_bbox_2: 0.2245 loss_giou_2: 0.3653 loss_ce_3: 0.3312 loss_bbox_3: 0.2175 loss_giou_3: 0.3537 loss_ce_4: 0.3305 loss_bbox_4: 0.2096 loss_giou_4: 0.3451 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:52] d2.utils.events INFO: eta: 1 day, 1:01:37 iter: 128639 total_loss: 6.254 loss_ce: 0.3445 loss_bbox: 0.1972 loss_giou: 0.3545 loss_ce_0: 0.5426 loss_bbox_0: 0.3329 loss_giou_0: 0.5591 loss_ce_1: 0.4228 loss_bbox_1: 0.2275 loss_giou_1: 0.409 loss_ce_2: 0.3709 loss_bbox_2: 0.2059 loss_giou_2: 0.3718 loss_ce_3: 0.3498 loss_bbox_3: 0.198 loss_giou_3: 0.3612 loss_ce_4: 0.3416 loss_bbox_4: 0.1962 loss_giou_4: 0.3564 time: 0.2803 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 23:41:57] d2.utils.events INFO: eta: 1 day, 1:01:17 iter: 128659 total_loss: 5.939 loss_ce: 0.3133 loss_bbox: 0.1987 loss_giou: 0.3508 loss_ce_0: 0.5185 loss_bbox_0: 0.3443 loss_giou_0: 0.5509 loss_ce_1: 0.404 loss_bbox_1: 0.24 loss_giou_1: 0.4036 loss_ce_2: 0.3561 loss_bbox_2: 0.2136 loss_giou_2: 0.3718 loss_ce_3: 0.3231 loss_bbox_3: 0.2043 loss_giou_3: 0.361 loss_ce_4: 0.3109 loss_bbox_4: 0.2016 loss_giou_4: 0.353 time: 0.2803 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:03] d2.utils.events INFO: eta: 1 day, 1:01:26 iter: 128679 total_loss: 6.113 loss_ce: 0.3137 loss_bbox: 0.2065 loss_giou: 0.3602 loss_ce_0: 0.535 loss_bbox_0: 0.3552 loss_giou_0: 0.526 loss_ce_1: 0.4143 loss_bbox_1: 0.2404 loss_giou_1: 0.4034 loss_ce_2: 0.3636 loss_bbox_2: 0.2116 loss_giou_2: 0.3703 loss_ce_3: 0.3292 loss_bbox_3: 0.2046 loss_giou_3: 0.3648 loss_ce_4: 0.315 loss_bbox_4: 0.2067 loss_giou_4: 0.3584 time: 0.2803 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:09] d2.utils.events INFO: eta: 1 day, 1:01:00 iter: 128699 total_loss: 6.119 loss_ce: 0.3308 loss_bbox: 0.215 loss_giou: 0.3556 loss_ce_0: 0.5309 loss_bbox_0: 0.3418 loss_giou_0: 0.5029 loss_ce_1: 0.4346 loss_bbox_1: 0.2469 loss_giou_1: 0.3922 loss_ce_2: 0.3663 loss_bbox_2: 0.2251 loss_giou_2: 0.3698 loss_ce_3: 0.3346 loss_bbox_3: 0.2123 loss_giou_3: 0.3643 loss_ce_4: 0.3358 loss_bbox_4: 0.2141 loss_giou_4: 0.3611 time: 0.2803 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:14] d2.utils.events INFO: eta: 1 day, 1:01:15 iter: 128719 total_loss: 5.867 loss_ce: 0.3012 loss_bbox: 0.1994 loss_giou: 0.3444 loss_ce_0: 0.4938 loss_bbox_0: 0.3429 loss_giou_0: 0.5139 loss_ce_1: 0.4096 loss_bbox_1: 0.2399 loss_giou_1: 0.383 loss_ce_2: 0.3349 loss_bbox_2: 0.2156 loss_giou_2: 0.3638 loss_ce_3: 0.3006 loss_bbox_3: 0.2095 loss_giou_3: 0.3509 loss_ce_4: 0.2971 loss_bbox_4: 0.2011 loss_giou_4: 0.3462 time: 0.2803 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:20] d2.utils.events INFO: eta: 1 day, 1:01:25 iter: 128739 total_loss: 5.871 loss_ce: 0.3072 loss_bbox: 0.1925 loss_giou: 0.36 loss_ce_0: 0.5034 loss_bbox_0: 0.3202 loss_giou_0: 0.5454 loss_ce_1: 0.4046 loss_bbox_1: 0.2173 loss_giou_1: 0.4104 loss_ce_2: 0.3518 loss_bbox_2: 0.1998 loss_giou_2: 0.3779 loss_ce_3: 0.3159 loss_bbox_3: 0.1992 loss_giou_3: 0.3653 loss_ce_4: 0.3058 loss_bbox_4: 0.1948 loss_giou_4: 0.3639 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:26] d2.utils.events INFO: eta: 1 day, 1:01:13 iter: 128759 total_loss: 6.168 loss_ce: 0.3103 loss_bbox: 0.2173 loss_giou: 0.3515 loss_ce_0: 0.5165 loss_bbox_0: 0.3522 loss_giou_0: 0.5107 loss_ce_1: 0.4136 loss_bbox_1: 0.2583 loss_giou_1: 0.3986 loss_ce_2: 0.3607 loss_bbox_2: 0.23 loss_giou_2: 0.3597 loss_ce_3: 0.3234 loss_bbox_3: 0.2247 loss_giou_3: 0.3564 loss_ce_4: 0.3078 loss_bbox_4: 0.2181 loss_giou_4: 0.3526 time: 0.2803 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:31] d2.utils.events INFO: eta: 1 day, 1:00:58 iter: 128779 total_loss: 5.974 loss_ce: 0.3191 loss_bbox: 0.1923 loss_giou: 0.3416 loss_ce_0: 0.515 loss_bbox_0: 0.33 loss_giou_0: 0.551 loss_ce_1: 0.4098 loss_bbox_1: 0.2298 loss_giou_1: 0.4008 loss_ce_2: 0.3616 loss_bbox_2: 0.208 loss_giou_2: 0.3626 loss_ce_3: 0.3301 loss_bbox_3: 0.1987 loss_giou_3: 0.3467 loss_ce_4: 0.3225 loss_bbox_4: 0.1921 loss_giou_4: 0.3428 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:37] d2.utils.events INFO: eta: 1 day, 1:00:32 iter: 128799 total_loss: 6.183 loss_ce: 0.3158 loss_bbox: 0.2028 loss_giou: 0.3534 loss_ce_0: 0.522 loss_bbox_0: 0.3264 loss_giou_0: 0.5635 loss_ce_1: 0.4069 loss_bbox_1: 0.2313 loss_giou_1: 0.4074 loss_ce_2: 0.3585 loss_bbox_2: 0.2047 loss_giou_2: 0.3692 loss_ce_3: 0.3325 loss_bbox_3: 0.2026 loss_giou_3: 0.359 loss_ce_4: 0.3221 loss_bbox_4: 0.2061 loss_giou_4: 0.3606 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:43] d2.utils.events INFO: eta: 1 day, 1:00:32 iter: 128819 total_loss: 5.711 loss_ce: 0.2914 loss_bbox: 0.1973 loss_giou: 0.3339 loss_ce_0: 0.5081 loss_bbox_0: 0.3211 loss_giou_0: 0.5115 loss_ce_1: 0.3917 loss_bbox_1: 0.2223 loss_giou_1: 0.3835 loss_ce_2: 0.3264 loss_bbox_2: 0.2047 loss_giou_2: 0.3439 loss_ce_3: 0.2998 loss_bbox_3: 0.1993 loss_giou_3: 0.3411 loss_ce_4: 0.2895 loss_bbox_4: 0.1967 loss_giou_4: 0.3344 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:48] d2.utils.events INFO: eta: 1 day, 1:00:41 iter: 128839 total_loss: 6.227 loss_ce: 0.3361 loss_bbox: 0.2018 loss_giou: 0.3292 loss_ce_0: 0.5414 loss_bbox_0: 0.3409 loss_giou_0: 0.5081 loss_ce_1: 0.4425 loss_bbox_1: 0.2423 loss_giou_1: 0.3758 loss_ce_2: 0.3667 loss_bbox_2: 0.2164 loss_giou_2: 0.3554 loss_ce_3: 0.3528 loss_bbox_3: 0.2117 loss_giou_3: 0.3437 loss_ce_4: 0.3427 loss_bbox_4: 0.2062 loss_giou_4: 0.3376 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:42:54] d2.utils.events INFO: eta: 1 day, 1:00:51 iter: 128859 total_loss: 6.054 loss_ce: 0.34 loss_bbox: 0.1969 loss_giou: 0.3414 loss_ce_0: 0.5261 loss_bbox_0: 0.3426 loss_giou_0: 0.5094 loss_ce_1: 0.4208 loss_bbox_1: 0.2329 loss_giou_1: 0.3738 loss_ce_2: 0.3627 loss_bbox_2: 0.2159 loss_giou_2: 0.3678 loss_ce_3: 0.3459 loss_bbox_3: 0.2028 loss_giou_3: 0.3475 loss_ce_4: 0.3389 loss_bbox_4: 0.2008 loss_giou_4: 0.3474 time: 0.2803 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:00] d2.utils.events INFO: eta: 1 day, 1:00:54 iter: 128879 total_loss: 6.249 loss_ce: 0.3264 loss_bbox: 0.2107 loss_giou: 0.3556 loss_ce_0: 0.5321 loss_bbox_0: 0.3502 loss_giou_0: 0.556 loss_ce_1: 0.3998 loss_bbox_1: 0.2354 loss_giou_1: 0.4092 loss_ce_2: 0.3619 loss_bbox_2: 0.2222 loss_giou_2: 0.3685 loss_ce_3: 0.3412 loss_bbox_3: 0.2183 loss_giou_3: 0.3686 loss_ce_4: 0.3242 loss_bbox_4: 0.2108 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:05] d2.utils.events INFO: eta: 1 day, 1:01:05 iter: 128899 total_loss: 6.352 loss_ce: 0.3313 loss_bbox: 0.203 loss_giou: 0.3742 loss_ce_0: 0.5247 loss_bbox_0: 0.3417 loss_giou_0: 0.5729 loss_ce_1: 0.4328 loss_bbox_1: 0.2374 loss_giou_1: 0.4401 loss_ce_2: 0.3706 loss_bbox_2: 0.2178 loss_giou_2: 0.4034 loss_ce_3: 0.3413 loss_bbox_3: 0.2127 loss_giou_3: 0.3783 loss_ce_4: 0.3286 loss_bbox_4: 0.2029 loss_giou_4: 0.3762 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:11] d2.utils.events INFO: eta: 1 day, 1:01:00 iter: 128919 total_loss: 6.322 loss_ce: 0.3293 loss_bbox: 0.1932 loss_giou: 0.3362 loss_ce_0: 0.5221 loss_bbox_0: 0.3256 loss_giou_0: 0.5301 loss_ce_1: 0.4356 loss_bbox_1: 0.2237 loss_giou_1: 0.3908 loss_ce_2: 0.3816 loss_bbox_2: 0.201 loss_giou_2: 0.355 loss_ce_3: 0.3553 loss_bbox_3: 0.1987 loss_giou_3: 0.3473 loss_ce_4: 0.3336 loss_bbox_4: 0.1938 loss_giou_4: 0.3387 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:17] d2.utils.events INFO: eta: 1 day, 1:00:16 iter: 128939 total_loss: 6.066 loss_ce: 0.3142 loss_bbox: 0.1964 loss_giou: 0.3483 loss_ce_0: 0.5381 loss_bbox_0: 0.3351 loss_giou_0: 0.5473 loss_ce_1: 0.4219 loss_bbox_1: 0.2366 loss_giou_1: 0.4009 loss_ce_2: 0.3666 loss_bbox_2: 0.2146 loss_giou_2: 0.366 loss_ce_3: 0.3379 loss_bbox_3: 0.2035 loss_giou_3: 0.3557 loss_ce_4: 0.3188 loss_bbox_4: 0.2001 loss_giou_4: 0.3499 time: 0.2803 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:22] d2.utils.events INFO: eta: 1 day, 1:00:48 iter: 128959 total_loss: 6.128 loss_ce: 0.3252 loss_bbox: 0.1929 loss_giou: 0.3586 loss_ce_0: 0.5154 loss_bbox_0: 0.3133 loss_giou_0: 0.5696 loss_ce_1: 0.4183 loss_bbox_1: 0.2229 loss_giou_1: 0.4204 loss_ce_2: 0.3601 loss_bbox_2: 0.2027 loss_giou_2: 0.3862 loss_ce_3: 0.3335 loss_bbox_3: 0.197 loss_giou_3: 0.3692 loss_ce_4: 0.3293 loss_bbox_4: 0.1929 loss_giou_4: 0.3601 time: 0.2803 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:28] d2.utils.events INFO: eta: 1 day, 1:00:38 iter: 128979 total_loss: 5.985 loss_ce: 0.3172 loss_bbox: 0.1928 loss_giou: 0.352 loss_ce_0: 0.5212 loss_bbox_0: 0.3388 loss_giou_0: 0.5334 loss_ce_1: 0.4212 loss_bbox_1: 0.2322 loss_giou_1: 0.3906 loss_ce_2: 0.3696 loss_bbox_2: 0.2078 loss_giou_2: 0.3598 loss_ce_3: 0.3369 loss_bbox_3: 0.1978 loss_giou_3: 0.3602 loss_ce_4: 0.3215 loss_bbox_4: 0.1962 loss_giou_4: 0.351 time: 0.2803 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:34] d2.utils.events INFO: eta: 1 day, 1:00:58 iter: 128999 total_loss: 5.869 loss_ce: 0.308 loss_bbox: 0.1845 loss_giou: 0.3585 loss_ce_0: 0.5024 loss_bbox_0: 0.3264 loss_giou_0: 0.5554 loss_ce_1: 0.4072 loss_bbox_1: 0.225 loss_giou_1: 0.4158 loss_ce_2: 0.3553 loss_bbox_2: 0.2041 loss_giou_2: 0.382 loss_ce_3: 0.3243 loss_bbox_3: 0.1938 loss_giou_3: 0.3674 loss_ce_4: 0.3065 loss_bbox_4: 0.1902 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:39] d2.utils.events INFO: eta: 1 day, 1:00:34 iter: 129019 total_loss: 6.386 loss_ce: 0.3538 loss_bbox: 0.2088 loss_giou: 0.345 loss_ce_0: 0.547 loss_bbox_0: 0.3542 loss_giou_0: 0.5421 loss_ce_1: 0.4521 loss_bbox_1: 0.2462 loss_giou_1: 0.395 loss_ce_2: 0.3874 loss_bbox_2: 0.226 loss_giou_2: 0.3607 loss_ce_3: 0.3665 loss_bbox_3: 0.2169 loss_giou_3: 0.3485 loss_ce_4: 0.3522 loss_bbox_4: 0.2082 loss_giou_4: 0.3466 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:45] d2.utils.events INFO: eta: 1 day, 1:00:47 iter: 129039 total_loss: 6.258 loss_ce: 0.3555 loss_bbox: 0.1984 loss_giou: 0.3434 loss_ce_0: 0.5454 loss_bbox_0: 0.3443 loss_giou_0: 0.5327 loss_ce_1: 0.4569 loss_bbox_1: 0.2272 loss_giou_1: 0.3937 loss_ce_2: 0.3846 loss_bbox_2: 0.2108 loss_giou_2: 0.3646 loss_ce_3: 0.3652 loss_bbox_3: 0.2026 loss_giou_3: 0.3516 loss_ce_4: 0.3593 loss_bbox_4: 0.1994 loss_giou_4: 0.3469 time: 0.2803 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:51] d2.utils.events INFO: eta: 1 day, 1:01:40 iter: 129059 total_loss: 6.035 loss_ce: 0.3265 loss_bbox: 0.1914 loss_giou: 0.3819 loss_ce_0: 0.534 loss_bbox_0: 0.3197 loss_giou_0: 0.5556 loss_ce_1: 0.422 loss_bbox_1: 0.2296 loss_giou_1: 0.4226 loss_ce_2: 0.363 loss_bbox_2: 0.2084 loss_giou_2: 0.3905 loss_ce_3: 0.3335 loss_bbox_3: 0.1992 loss_giou_3: 0.3892 loss_ce_4: 0.321 loss_bbox_4: 0.1953 loss_giou_4: 0.3824 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 23:43:57] d2.utils.events INFO: eta: 1 day, 1:01:33 iter: 129079 total_loss: 5.903 loss_ce: 0.3056 loss_bbox: 0.1918 loss_giou: 0.3595 loss_ce_0: 0.5133 loss_bbox_0: 0.3183 loss_giou_0: 0.535 loss_ce_1: 0.4061 loss_bbox_1: 0.2278 loss_giou_1: 0.41 loss_ce_2: 0.3445 loss_bbox_2: 0.2042 loss_giou_2: 0.3771 loss_ce_3: 0.312 loss_bbox_3: 0.2006 loss_giou_3: 0.3676 loss_ce_4: 0.3031 loss_bbox_4: 0.1918 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:02] d2.utils.events INFO: eta: 1 day, 1:00:43 iter: 129099 total_loss: 6.135 loss_ce: 0.3154 loss_bbox: 0.1984 loss_giou: 0.3408 loss_ce_0: 0.5242 loss_bbox_0: 0.3347 loss_giou_0: 0.5211 loss_ce_1: 0.4125 loss_bbox_1: 0.2376 loss_giou_1: 0.3931 loss_ce_2: 0.3393 loss_bbox_2: 0.2141 loss_giou_2: 0.3582 loss_ce_3: 0.3155 loss_bbox_3: 0.2064 loss_giou_3: 0.3522 loss_ce_4: 0.3099 loss_bbox_4: 0.2016 loss_giou_4: 0.3438 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:08] d2.utils.events INFO: eta: 1 day, 1:00:37 iter: 129119 total_loss: 6.076 loss_ce: 0.325 loss_bbox: 0.1893 loss_giou: 0.3622 loss_ce_0: 0.5227 loss_bbox_0: 0.3331 loss_giou_0: 0.5316 loss_ce_1: 0.4347 loss_bbox_1: 0.2282 loss_giou_1: 0.4087 loss_ce_2: 0.3721 loss_bbox_2: 0.2034 loss_giou_2: 0.3895 loss_ce_3: 0.34 loss_bbox_3: 0.1947 loss_giou_3: 0.3777 loss_ce_4: 0.325 loss_bbox_4: 0.1898 loss_giou_4: 0.3676 time: 0.2803 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:14] d2.utils.events INFO: eta: 1 day, 1:00:31 iter: 129139 total_loss: 6.203 loss_ce: 0.3282 loss_bbox: 0.199 loss_giou: 0.3387 loss_ce_0: 0.5155 loss_bbox_0: 0.3358 loss_giou_0: 0.5286 loss_ce_1: 0.4271 loss_bbox_1: 0.2337 loss_giou_1: 0.3933 loss_ce_2: 0.3615 loss_bbox_2: 0.2098 loss_giou_2: 0.3632 loss_ce_3: 0.3362 loss_bbox_3: 0.2044 loss_giou_3: 0.3449 loss_ce_4: 0.3263 loss_bbox_4: 0.1997 loss_giou_4: 0.3377 time: 0.2803 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:19] d2.utils.events INFO: eta: 1 day, 1:00:46 iter: 129159 total_loss: 6.46 loss_ce: 0.3469 loss_bbox: 0.2016 loss_giou: 0.3797 loss_ce_0: 0.5423 loss_bbox_0: 0.3357 loss_giou_0: 0.5812 loss_ce_1: 0.4412 loss_bbox_1: 0.2455 loss_giou_1: 0.4449 loss_ce_2: 0.3806 loss_bbox_2: 0.2246 loss_giou_2: 0.4063 loss_ce_3: 0.3579 loss_bbox_3: 0.2155 loss_giou_3: 0.3955 loss_ce_4: 0.3449 loss_bbox_4: 0.2007 loss_giou_4: 0.3844 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:25] d2.utils.events INFO: eta: 1 day, 1:00:40 iter: 129179 total_loss: 6.111 loss_ce: 0.3323 loss_bbox: 0.1902 loss_giou: 0.3725 loss_ce_0: 0.5161 loss_bbox_0: 0.3179 loss_giou_0: 0.5586 loss_ce_1: 0.4272 loss_bbox_1: 0.2241 loss_giou_1: 0.4113 loss_ce_2: 0.3747 loss_bbox_2: 0.2042 loss_giou_2: 0.3927 loss_ce_3: 0.3403 loss_bbox_3: 0.1947 loss_giou_3: 0.3757 loss_ce_4: 0.3332 loss_bbox_4: 0.192 loss_giou_4: 0.3723 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:31] d2.utils.events INFO: eta: 1 day, 1:00:17 iter: 129199 total_loss: 6.141 loss_ce: 0.3385 loss_bbox: 0.1987 loss_giou: 0.3449 loss_ce_0: 0.5373 loss_bbox_0: 0.3486 loss_giou_0: 0.5312 loss_ce_1: 0.4082 loss_bbox_1: 0.2376 loss_giou_1: 0.3847 loss_ce_2: 0.3678 loss_bbox_2: 0.2128 loss_giou_2: 0.352 loss_ce_3: 0.3424 loss_bbox_3: 0.2018 loss_giou_3: 0.3516 loss_ce_4: 0.3455 loss_bbox_4: 0.2021 loss_giou_4: 0.3468 time: 0.2803 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:36] d2.utils.events INFO: eta: 1 day, 1:00:08 iter: 129219 total_loss: 6.068 loss_ce: 0.3386 loss_bbox: 0.2008 loss_giou: 0.3377 loss_ce_0: 0.5439 loss_bbox_0: 0.3377 loss_giou_0: 0.53 loss_ce_1: 0.4308 loss_bbox_1: 0.2369 loss_giou_1: 0.3911 loss_ce_2: 0.3874 loss_bbox_2: 0.2183 loss_giou_2: 0.3471 loss_ce_3: 0.3528 loss_bbox_3: 0.2058 loss_giou_3: 0.3437 loss_ce_4: 0.3399 loss_bbox_4: 0.2017 loss_giou_4: 0.3351 time: 0.2803 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:42] d2.utils.events INFO: eta: 1 day, 1:00:24 iter: 129239 total_loss: 6.352 loss_ce: 0.3334 loss_bbox: 0.1989 loss_giou: 0.374 loss_ce_0: 0.5282 loss_bbox_0: 0.3418 loss_giou_0: 0.5701 loss_ce_1: 0.432 loss_bbox_1: 0.2338 loss_giou_1: 0.4273 loss_ce_2: 0.3616 loss_bbox_2: 0.2128 loss_giou_2: 0.3927 loss_ce_3: 0.3342 loss_bbox_3: 0.2019 loss_giou_3: 0.3798 loss_ce_4: 0.3326 loss_bbox_4: 0.201 loss_giou_4: 0.3743 time: 0.2803 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:48] d2.utils.events INFO: eta: 1 day, 1:00:18 iter: 129259 total_loss: 6.201 loss_ce: 0.3334 loss_bbox: 0.2252 loss_giou: 0.3665 loss_ce_0: 0.5161 loss_bbox_0: 0.3618 loss_giou_0: 0.5316 loss_ce_1: 0.4305 loss_bbox_1: 0.2485 loss_giou_1: 0.4122 loss_ce_2: 0.3745 loss_bbox_2: 0.2337 loss_giou_2: 0.3847 loss_ce_3: 0.3492 loss_bbox_3: 0.2227 loss_giou_3: 0.3741 loss_ce_4: 0.3355 loss_bbox_4: 0.224 loss_giou_4: 0.3672 time: 0.2803 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:53] d2.utils.events INFO: eta: 1 day, 0:59:51 iter: 129279 total_loss: 6.076 loss_ce: 0.3155 loss_bbox: 0.1908 loss_giou: 0.3382 loss_ce_0: 0.5221 loss_bbox_0: 0.3301 loss_giou_0: 0.5349 loss_ce_1: 0.4337 loss_bbox_1: 0.2233 loss_giou_1: 0.3853 loss_ce_2: 0.3483 loss_bbox_2: 0.2042 loss_giou_2: 0.3555 loss_ce_3: 0.3248 loss_bbox_3: 0.1895 loss_giou_3: 0.3421 loss_ce_4: 0.3158 loss_bbox_4: 0.196 loss_giou_4: 0.3348 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:44:59] d2.utils.events INFO: eta: 1 day, 0:59:43 iter: 129299 total_loss: 6.024 loss_ce: 0.3145 loss_bbox: 0.2096 loss_giou: 0.3399 loss_ce_0: 0.5085 loss_bbox_0: 0.3354 loss_giou_0: 0.5235 loss_ce_1: 0.4106 loss_bbox_1: 0.2493 loss_giou_1: 0.3886 loss_ce_2: 0.3601 loss_bbox_2: 0.2291 loss_giou_2: 0.3653 loss_ce_3: 0.3163 loss_bbox_3: 0.223 loss_giou_3: 0.351 loss_ce_4: 0.309 loss_bbox_4: 0.2138 loss_giou_4: 0.3428 time: 0.2803 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:05] d2.utils.events INFO: eta: 1 day, 0:59:10 iter: 129319 total_loss: 6.026 loss_ce: 0.3416 loss_bbox: 0.2002 loss_giou: 0.3381 loss_ce_0: 0.5173 loss_bbox_0: 0.3218 loss_giou_0: 0.5111 loss_ce_1: 0.4403 loss_bbox_1: 0.2277 loss_giou_1: 0.3861 loss_ce_2: 0.3853 loss_bbox_2: 0.2094 loss_giou_2: 0.3531 loss_ce_3: 0.3531 loss_bbox_3: 0.2011 loss_giou_3: 0.3448 loss_ce_4: 0.342 loss_bbox_4: 0.196 loss_giou_4: 0.338 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:10] d2.utils.events INFO: eta: 1 day, 0:59:13 iter: 129339 total_loss: 6.106 loss_ce: 0.322 loss_bbox: 0.2022 loss_giou: 0.3591 loss_ce_0: 0.5292 loss_bbox_0: 0.3362 loss_giou_0: 0.5502 loss_ce_1: 0.43 loss_bbox_1: 0.2436 loss_giou_1: 0.4233 loss_ce_2: 0.3474 loss_bbox_2: 0.2196 loss_giou_2: 0.3885 loss_ce_3: 0.326 loss_bbox_3: 0.2103 loss_giou_3: 0.3745 loss_ce_4: 0.3238 loss_bbox_4: 0.2058 loss_giou_4: 0.3669 time: 0.2803 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:16] d2.utils.events INFO: eta: 1 day, 0:58:52 iter: 129359 total_loss: 5.974 loss_ce: 0.3002 loss_bbox: 0.1968 loss_giou: 0.3506 loss_ce_0: 0.4935 loss_bbox_0: 0.3352 loss_giou_0: 0.5473 loss_ce_1: 0.3974 loss_bbox_1: 0.2358 loss_giou_1: 0.4037 loss_ce_2: 0.3446 loss_bbox_2: 0.2108 loss_giou_2: 0.3679 loss_ce_3: 0.3063 loss_bbox_3: 0.2078 loss_giou_3: 0.3565 loss_ce_4: 0.298 loss_bbox_4: 0.1985 loss_giou_4: 0.3567 time: 0.2803 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:22] d2.utils.events INFO: eta: 1 day, 0:59:20 iter: 129379 total_loss: 6.398 loss_ce: 0.3428 loss_bbox: 0.2032 loss_giou: 0.3685 loss_ce_0: 0.5456 loss_bbox_0: 0.3469 loss_giou_0: 0.572 loss_ce_1: 0.418 loss_bbox_1: 0.2412 loss_giou_1: 0.4176 loss_ce_2: 0.3704 loss_bbox_2: 0.2163 loss_giou_2: 0.3891 loss_ce_3: 0.3473 loss_bbox_3: 0.2087 loss_giou_3: 0.3797 loss_ce_4: 0.346 loss_bbox_4: 0.2024 loss_giou_4: 0.3725 time: 0.2803 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:27] d2.utils.events INFO: eta: 1 day, 0:59:31 iter: 129399 total_loss: 5.795 loss_ce: 0.3039 loss_bbox: 0.1895 loss_giou: 0.3702 loss_ce_0: 0.5016 loss_bbox_0: 0.3196 loss_giou_0: 0.5443 loss_ce_1: 0.395 loss_bbox_1: 0.2172 loss_giou_1: 0.4084 loss_ce_2: 0.3341 loss_bbox_2: 0.2015 loss_giou_2: 0.383 loss_ce_3: 0.3076 loss_bbox_3: 0.1963 loss_giou_3: 0.374 loss_ce_4: 0.3036 loss_bbox_4: 0.1908 loss_giou_4: 0.3719 time: 0.2803 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:33] d2.utils.events INFO: eta: 1 day, 0:59:46 iter: 129419 total_loss: 6.032 loss_ce: 0.329 loss_bbox: 0.195 loss_giou: 0.3587 loss_ce_0: 0.5138 loss_bbox_0: 0.3348 loss_giou_0: 0.5599 loss_ce_1: 0.4238 loss_bbox_1: 0.2293 loss_giou_1: 0.412 loss_ce_2: 0.3623 loss_bbox_2: 0.2127 loss_giou_2: 0.3786 loss_ce_3: 0.3371 loss_bbox_3: 0.2002 loss_giou_3: 0.3662 loss_ce_4: 0.3259 loss_bbox_4: 0.1953 loss_giou_4: 0.3598 time: 0.2803 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:39] d2.utils.events INFO: eta: 1 day, 0:58:59 iter: 129439 total_loss: 6.254 loss_ce: 0.3596 loss_bbox: 0.195 loss_giou: 0.348 loss_ce_0: 0.5401 loss_bbox_0: 0.3263 loss_giou_0: 0.5395 loss_ce_1: 0.4376 loss_bbox_1: 0.2341 loss_giou_1: 0.3954 loss_ce_2: 0.3747 loss_bbox_2: 0.2087 loss_giou_2: 0.3665 loss_ce_3: 0.3636 loss_bbox_3: 0.1946 loss_giou_3: 0.357 loss_ce_4: 0.3651 loss_bbox_4: 0.1921 loss_giou_4: 0.3504 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:44] d2.utils.events INFO: eta: 1 day, 0:59:03 iter: 129459 total_loss: 5.917 loss_ce: 0.3078 loss_bbox: 0.1921 loss_giou: 0.341 loss_ce_0: 0.5191 loss_bbox_0: 0.3288 loss_giou_0: 0.5539 loss_ce_1: 0.4244 loss_bbox_1: 0.2291 loss_giou_1: 0.3944 loss_ce_2: 0.3471 loss_bbox_2: 0.2047 loss_giou_2: 0.3585 loss_ce_3: 0.3202 loss_bbox_3: 0.2072 loss_giou_3: 0.3512 loss_ce_4: 0.3087 loss_bbox_4: 0.1925 loss_giou_4: 0.3449 time: 0.2803 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:50] d2.utils.events INFO: eta: 1 day, 0:58:52 iter: 129479 total_loss: 6.249 loss_ce: 0.3375 loss_bbox: 0.2201 loss_giou: 0.3672 loss_ce_0: 0.5236 loss_bbox_0: 0.356 loss_giou_0: 0.555 loss_ce_1: 0.4355 loss_bbox_1: 0.2529 loss_giou_1: 0.4183 loss_ce_2: 0.3654 loss_bbox_2: 0.2323 loss_giou_2: 0.3805 loss_ce_3: 0.348 loss_bbox_3: 0.2179 loss_giou_3: 0.3698 loss_ce_4: 0.3396 loss_bbox_4: 0.2229 loss_giou_4: 0.3682 time: 0.2803 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/02 23:45:56] d2.utils.events INFO: eta: 1 day, 0:58:42 iter: 129499 total_loss: 6.103 loss_ce: 0.3441 loss_bbox: 0.2098 loss_giou: 0.3618 loss_ce_0: 0.5497 loss_bbox_0: 0.3324 loss_giou_0: 0.5473 loss_ce_1: 0.4539 loss_bbox_1: 0.2256 loss_giou_1: 0.401 loss_ce_2: 0.3905 loss_bbox_2: 0.2131 loss_giou_2: 0.3731 loss_ce_3: 0.3539 loss_bbox_3: 0.2111 loss_giou_3: 0.3655 loss_ce_4: 0.3443 loss_bbox_4: 0.2129 loss_giou_4: 0.3614 time: 0.2803 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:02] d2.utils.events INFO: eta: 1 day, 0:58:04 iter: 129519 total_loss: 6.139 loss_ce: 0.3443 loss_bbox: 0.211 loss_giou: 0.3383 loss_ce_0: 0.5284 loss_bbox_0: 0.3426 loss_giou_0: 0.5199 loss_ce_1: 0.442 loss_bbox_1: 0.2369 loss_giou_1: 0.3773 loss_ce_2: 0.3839 loss_bbox_2: 0.2155 loss_giou_2: 0.3471 loss_ce_3: 0.348 loss_bbox_3: 0.2121 loss_giou_3: 0.3471 loss_ce_4: 0.3449 loss_bbox_4: 0.2115 loss_giou_4: 0.3394 time: 0.2803 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:07] d2.utils.events INFO: eta: 1 day, 0:58:25 iter: 129539 total_loss: 6.451 loss_ce: 0.3373 loss_bbox: 0.1836 loss_giou: 0.362 loss_ce_0: 0.5374 loss_bbox_0: 0.3353 loss_giou_0: 0.5493 loss_ce_1: 0.4476 loss_bbox_1: 0.2284 loss_giou_1: 0.4222 loss_ce_2: 0.3739 loss_bbox_2: 0.2004 loss_giou_2: 0.3867 loss_ce_3: 0.3599 loss_bbox_3: 0.1906 loss_giou_3: 0.3741 loss_ce_4: 0.3443 loss_bbox_4: 0.1854 loss_giou_4: 0.3675 time: 0.2803 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:13] d2.utils.events INFO: eta: 1 day, 0:57:31 iter: 129559 total_loss: 5.982 loss_ce: 0.3243 loss_bbox: 0.1962 loss_giou: 0.3481 loss_ce_0: 0.4992 loss_bbox_0: 0.3263 loss_giou_0: 0.5277 loss_ce_1: 0.4085 loss_bbox_1: 0.2367 loss_giou_1: 0.4046 loss_ce_2: 0.3567 loss_bbox_2: 0.2071 loss_giou_2: 0.365 loss_ce_3: 0.3308 loss_bbox_3: 0.2003 loss_giou_3: 0.3599 loss_ce_4: 0.3175 loss_bbox_4: 0.1969 loss_giou_4: 0.3531 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:19] d2.utils.events INFO: eta: 1 day, 0:57:42 iter: 129579 total_loss: 6.253 loss_ce: 0.333 loss_bbox: 0.203 loss_giou: 0.3559 loss_ce_0: 0.5234 loss_bbox_0: 0.3429 loss_giou_0: 0.5498 loss_ce_1: 0.4271 loss_bbox_1: 0.2401 loss_giou_1: 0.4166 loss_ce_2: 0.3634 loss_bbox_2: 0.2187 loss_giou_2: 0.3812 loss_ce_3: 0.3368 loss_bbox_3: 0.2091 loss_giou_3: 0.362 loss_ce_4: 0.3331 loss_bbox_4: 0.2084 loss_giou_4: 0.3581 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:24] d2.utils.events INFO: eta: 1 day, 0:57:37 iter: 129599 total_loss: 6.381 loss_ce: 0.3358 loss_bbox: 0.1933 loss_giou: 0.3817 loss_ce_0: 0.536 loss_bbox_0: 0.3334 loss_giou_0: 0.586 loss_ce_1: 0.4178 loss_bbox_1: 0.2279 loss_giou_1: 0.4429 loss_ce_2: 0.3679 loss_bbox_2: 0.2103 loss_giou_2: 0.4126 loss_ce_3: 0.3437 loss_bbox_3: 0.201 loss_giou_3: 0.3926 loss_ce_4: 0.341 loss_bbox_4: 0.1978 loss_giou_4: 0.3837 time: 0.2803 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:30] d2.utils.events INFO: eta: 1 day, 0:58:03 iter: 129619 total_loss: 6.027 loss_ce: 0.329 loss_bbox: 0.1957 loss_giou: 0.3627 loss_ce_0: 0.5163 loss_bbox_0: 0.3277 loss_giou_0: 0.5468 loss_ce_1: 0.4309 loss_bbox_1: 0.2232 loss_giou_1: 0.4099 loss_ce_2: 0.3603 loss_bbox_2: 0.2085 loss_giou_2: 0.3756 loss_ce_3: 0.3384 loss_bbox_3: 0.2022 loss_giou_3: 0.3661 loss_ce_4: 0.3255 loss_bbox_4: 0.2022 loss_giou_4: 0.3597 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:35] d2.utils.events INFO: eta: 1 day, 0:57:16 iter: 129639 total_loss: 6.048 loss_ce: 0.3292 loss_bbox: 0.1973 loss_giou: 0.3391 loss_ce_0: 0.5513 loss_bbox_0: 0.334 loss_giou_0: 0.5196 loss_ce_1: 0.4236 loss_bbox_1: 0.2273 loss_giou_1: 0.3963 loss_ce_2: 0.368 loss_bbox_2: 0.2116 loss_giou_2: 0.3592 loss_ce_3: 0.3402 loss_bbox_3: 0.2053 loss_giou_3: 0.352 loss_ce_4: 0.3263 loss_bbox_4: 0.1993 loss_giou_4: 0.3399 time: 0.2803 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:41] d2.utils.events INFO: eta: 1 day, 0:57:03 iter: 129659 total_loss: 6.197 loss_ce: 0.32 loss_bbox: 0.1905 loss_giou: 0.3773 loss_ce_0: 0.5487 loss_bbox_0: 0.3263 loss_giou_0: 0.5641 loss_ce_1: 0.4389 loss_bbox_1: 0.2271 loss_giou_1: 0.4314 loss_ce_2: 0.3656 loss_bbox_2: 0.2097 loss_giou_2: 0.3951 loss_ce_3: 0.3368 loss_bbox_3: 0.1987 loss_giou_3: 0.382 loss_ce_4: 0.3288 loss_bbox_4: 0.1954 loss_giou_4: 0.3802 time: 0.2803 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:47] d2.utils.events INFO: eta: 1 day, 0:56:28 iter: 129679 total_loss: 6.017 loss_ce: 0.3193 loss_bbox: 0.1851 loss_giou: 0.3707 loss_ce_0: 0.504 loss_bbox_0: 0.3111 loss_giou_0: 0.5649 loss_ce_1: 0.4048 loss_bbox_1: 0.2181 loss_giou_1: 0.4216 loss_ce_2: 0.3494 loss_bbox_2: 0.1919 loss_giou_2: 0.3839 loss_ce_3: 0.324 loss_bbox_3: 0.1861 loss_giou_3: 0.3766 loss_ce_4: 0.312 loss_bbox_4: 0.1834 loss_giou_4: 0.3755 time: 0.2803 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:52] d2.utils.events INFO: eta: 1 day, 0:57:17 iter: 129699 total_loss: 5.951 loss_ce: 0.3026 loss_bbox: 0.1823 loss_giou: 0.3577 loss_ce_0: 0.5125 loss_bbox_0: 0.3201 loss_giou_0: 0.5408 loss_ce_1: 0.3922 loss_bbox_1: 0.2164 loss_giou_1: 0.3973 loss_ce_2: 0.3323 loss_bbox_2: 0.196 loss_giou_2: 0.369 loss_ce_3: 0.3088 loss_bbox_3: 0.1837 loss_giou_3: 0.364 loss_ce_4: 0.3054 loss_bbox_4: 0.1822 loss_giou_4: 0.3573 time: 0.2803 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/02 23:46:58] d2.utils.events INFO: eta: 1 day, 0:56:38 iter: 129719 total_loss: 6.137 loss_ce: 0.3204 loss_bbox: 0.1816 loss_giou: 0.3539 loss_ce_0: 0.509 loss_bbox_0: 0.3225 loss_giou_0: 0.5704 loss_ce_1: 0.4062 loss_bbox_1: 0.2181 loss_giou_1: 0.3995 loss_ce_2: 0.3458 loss_bbox_2: 0.1959 loss_giou_2: 0.3706 loss_ce_3: 0.323 loss_bbox_3: 0.1869 loss_giou_3: 0.3622 loss_ce_4: 0.3219 loss_bbox_4: 0.1848 loss_giou_4: 0.358 time: 0.2803 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:04] d2.utils.events INFO: eta: 1 day, 0:56:11 iter: 129739 total_loss: 5.872 loss_ce: 0.3024 loss_bbox: 0.2031 loss_giou: 0.3555 loss_ce_0: 0.5073 loss_bbox_0: 0.3134 loss_giou_0: 0.5435 loss_ce_1: 0.4134 loss_bbox_1: 0.2271 loss_giou_1: 0.42 loss_ce_2: 0.3532 loss_bbox_2: 0.2045 loss_giou_2: 0.3843 loss_ce_3: 0.3141 loss_bbox_3: 0.2049 loss_giou_3: 0.3708 loss_ce_4: 0.3097 loss_bbox_4: 0.2061 loss_giou_4: 0.3586 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:10] d2.utils.events INFO: eta: 1 day, 0:56:45 iter: 129759 total_loss: 5.941 loss_ce: 0.3167 loss_bbox: 0.1998 loss_giou: 0.3534 loss_ce_0: 0.5303 loss_bbox_0: 0.3312 loss_giou_0: 0.5554 loss_ce_1: 0.4148 loss_bbox_1: 0.2329 loss_giou_1: 0.4075 loss_ce_2: 0.356 loss_bbox_2: 0.2104 loss_giou_2: 0.3731 loss_ce_3: 0.3281 loss_bbox_3: 0.2016 loss_giou_3: 0.3621 loss_ce_4: 0.3167 loss_bbox_4: 0.2011 loss_giou_4: 0.358 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:15] d2.utils.events INFO: eta: 1 day, 0:56:40 iter: 129779 total_loss: 6.179 loss_ce: 0.3051 loss_bbox: 0.1837 loss_giou: 0.3525 loss_ce_0: 0.5106 loss_bbox_0: 0.3258 loss_giou_0: 0.5412 loss_ce_1: 0.4158 loss_bbox_1: 0.2189 loss_giou_1: 0.3947 loss_ce_2: 0.3521 loss_bbox_2: 0.2001 loss_giou_2: 0.3688 loss_ce_3: 0.322 loss_bbox_3: 0.1914 loss_giou_3: 0.3626 loss_ce_4: 0.3094 loss_bbox_4: 0.1886 loss_giou_4: 0.355 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:21] d2.utils.events INFO: eta: 1 day, 0:56:38 iter: 129799 total_loss: 6.097 loss_ce: 0.3232 loss_bbox: 0.2035 loss_giou: 0.3423 loss_ce_0: 0.5288 loss_bbox_0: 0.323 loss_giou_0: 0.5239 loss_ce_1: 0.4239 loss_bbox_1: 0.231 loss_giou_1: 0.3892 loss_ce_2: 0.3492 loss_bbox_2: 0.2197 loss_giou_2: 0.3642 loss_ce_3: 0.3381 loss_bbox_3: 0.2077 loss_giou_3: 0.3569 loss_ce_4: 0.3251 loss_bbox_4: 0.2008 loss_giou_4: 0.3377 time: 0.2803 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:27] d2.utils.events INFO: eta: 1 day, 0:56:52 iter: 129819 total_loss: 6.381 loss_ce: 0.3579 loss_bbox: 0.2154 loss_giou: 0.3666 loss_ce_0: 0.5377 loss_bbox_0: 0.3403 loss_giou_0: 0.5863 loss_ce_1: 0.4479 loss_bbox_1: 0.2387 loss_giou_1: 0.4283 loss_ce_2: 0.3883 loss_bbox_2: 0.2277 loss_giou_2: 0.3962 loss_ce_3: 0.3602 loss_bbox_3: 0.2184 loss_giou_3: 0.3845 loss_ce_4: 0.3491 loss_bbox_4: 0.2167 loss_giou_4: 0.3705 time: 0.2803 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:33] d2.utils.events INFO: eta: 1 day, 0:57:01 iter: 129839 total_loss: 6.371 loss_ce: 0.348 loss_bbox: 0.2068 loss_giou: 0.3641 loss_ce_0: 0.5365 loss_bbox_0: 0.3456 loss_giou_0: 0.5605 loss_ce_1: 0.4338 loss_bbox_1: 0.2382 loss_giou_1: 0.4173 loss_ce_2: 0.383 loss_bbox_2: 0.2267 loss_giou_2: 0.3814 loss_ce_3: 0.3475 loss_bbox_3: 0.2106 loss_giou_3: 0.3772 loss_ce_4: 0.3445 loss_bbox_4: 0.2085 loss_giou_4: 0.3649 time: 0.2803 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:38] d2.utils.events INFO: eta: 1 day, 0:56:27 iter: 129859 total_loss: 5.813 loss_ce: 0.3163 loss_bbox: 0.1955 loss_giou: 0.3422 loss_ce_0: 0.4973 loss_bbox_0: 0.3245 loss_giou_0: 0.5269 loss_ce_1: 0.4193 loss_bbox_1: 0.233 loss_giou_1: 0.3998 loss_ce_2: 0.3542 loss_bbox_2: 0.2109 loss_giou_2: 0.3677 loss_ce_3: 0.3182 loss_bbox_3: 0.2016 loss_giou_3: 0.3543 loss_ce_4: 0.316 loss_bbox_4: 0.2002 loss_giou_4: 0.3512 time: 0.2803 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:44] d2.utils.events INFO: eta: 1 day, 0:56:36 iter: 129879 total_loss: 6.191 loss_ce: 0.3198 loss_bbox: 0.1971 loss_giou: 0.341 loss_ce_0: 0.5239 loss_bbox_0: 0.3451 loss_giou_0: 0.5361 loss_ce_1: 0.4333 loss_bbox_1: 0.2339 loss_giou_1: 0.391 loss_ce_2: 0.3712 loss_bbox_2: 0.2198 loss_giou_2: 0.3619 loss_ce_3: 0.3413 loss_bbox_3: 0.2087 loss_giou_3: 0.3516 loss_ce_4: 0.3209 loss_bbox_4: 0.1989 loss_giou_4: 0.3453 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:50] d2.utils.events INFO: eta: 1 day, 0:56:21 iter: 129899 total_loss: 6.001 loss_ce: 0.3228 loss_bbox: 0.1892 loss_giou: 0.3545 loss_ce_0: 0.5141 loss_bbox_0: 0.3418 loss_giou_0: 0.5317 loss_ce_1: 0.4131 loss_bbox_1: 0.2295 loss_giou_1: 0.4058 loss_ce_2: 0.3592 loss_bbox_2: 0.2059 loss_giou_2: 0.3747 loss_ce_3: 0.3343 loss_bbox_3: 0.1953 loss_giou_3: 0.3672 loss_ce_4: 0.3285 loss_bbox_4: 0.1908 loss_giou_4: 0.3585 time: 0.2803 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/02 23:47:55] d2.utils.events INFO: eta: 1 day, 0:56:12 iter: 129919 total_loss: 5.872 loss_ce: 0.3144 loss_bbox: 0.1957 loss_giou: 0.33 loss_ce_0: 0.5163 loss_bbox_0: 0.3443 loss_giou_0: 0.5267 loss_ce_1: 0.4054 loss_bbox_1: 0.2327 loss_giou_1: 0.3899 loss_ce_2: 0.346 loss_bbox_2: 0.2188 loss_giou_2: 0.3511 loss_ce_3: 0.3168 loss_bbox_3: 0.1998 loss_giou_3: 0.335 loss_ce_4: 0.3124 loss_bbox_4: 0.1953 loss_giou_4: 0.3304 time: 0.2803 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:01] d2.utils.events INFO: eta: 1 day, 0:56:28 iter: 129939 total_loss: 6.021 loss_ce: 0.322 loss_bbox: 0.1891 loss_giou: 0.3685 loss_ce_0: 0.5246 loss_bbox_0: 0.3442 loss_giou_0: 0.5661 loss_ce_1: 0.4234 loss_bbox_1: 0.2271 loss_giou_1: 0.415 loss_ce_2: 0.3596 loss_bbox_2: 0.2107 loss_giou_2: 0.38 loss_ce_3: 0.3249 loss_bbox_3: 0.1984 loss_giou_3: 0.3771 loss_ce_4: 0.3224 loss_bbox_4: 0.192 loss_giou_4: 0.3709 time: 0.2803 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:06] d2.utils.events INFO: eta: 1 day, 0:55:53 iter: 129959 total_loss: 6.048 loss_ce: 0.3312 loss_bbox: 0.195 loss_giou: 0.3456 loss_ce_0: 0.5263 loss_bbox_0: 0.3375 loss_giou_0: 0.5237 loss_ce_1: 0.4347 loss_bbox_1: 0.2286 loss_giou_1: 0.3892 loss_ce_2: 0.3564 loss_bbox_2: 0.2114 loss_giou_2: 0.3601 loss_ce_3: 0.3471 loss_bbox_3: 0.2046 loss_giou_3: 0.3539 loss_ce_4: 0.3403 loss_bbox_4: 0.194 loss_giou_4: 0.3481 time: 0.2803 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:12] d2.utils.events INFO: eta: 1 day, 0:55:34 iter: 129979 total_loss: 6.041 loss_ce: 0.3225 loss_bbox: 0.1915 loss_giou: 0.3468 loss_ce_0: 0.5353 loss_bbox_0: 0.3344 loss_giou_0: 0.5381 loss_ce_1: 0.4334 loss_bbox_1: 0.2219 loss_giou_1: 0.3984 loss_ce_2: 0.3546 loss_bbox_2: 0.1961 loss_giou_2: 0.3643 loss_ce_3: 0.3223 loss_bbox_3: 0.1907 loss_giou_3: 0.3496 loss_ce_4: 0.3235 loss_bbox_4: 0.1934 loss_giou_4: 0.3458 time: 0.2803 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:18] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0129999.pth [11/02 23:48:20] d2.utils.events INFO: eta: 1 day, 0:54:44 iter: 129999 total_loss: 6.052 loss_ce: 0.3113 loss_bbox: 0.2097 loss_giou: 0.3372 loss_ce_0: 0.5279 loss_bbox_0: 0.3432 loss_giou_0: 0.4834 loss_ce_1: 0.4326 loss_bbox_1: 0.2484 loss_giou_1: 0.3745 loss_ce_2: 0.3595 loss_bbox_2: 0.2192 loss_giou_2: 0.3474 loss_ce_3: 0.3304 loss_bbox_3: 0.2184 loss_giou_3: 0.3484 loss_ce_4: 0.3131 loss_bbox_4: 0.2092 loss_giou_4: 0.3409 time: 0.2803 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:26] d2.utils.events INFO: eta: 1 day, 0:54:52 iter: 130019 total_loss: 6.342 loss_ce: 0.3231 loss_bbox: 0.2041 loss_giou: 0.3696 loss_ce_0: 0.5296 loss_bbox_0: 0.3273 loss_giou_0: 0.5343 loss_ce_1: 0.4282 loss_bbox_1: 0.2295 loss_giou_1: 0.409 loss_ce_2: 0.3747 loss_bbox_2: 0.2094 loss_giou_2: 0.3792 loss_ce_3: 0.3444 loss_bbox_3: 0.2005 loss_giou_3: 0.3733 loss_ce_4: 0.3274 loss_bbox_4: 0.2053 loss_giou_4: 0.37 time: 0.2803 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:31] d2.utils.events INFO: eta: 1 day, 0:54:36 iter: 130039 total_loss: 6.284 loss_ce: 0.3193 loss_bbox: 0.1983 loss_giou: 0.3804 loss_ce_0: 0.5229 loss_bbox_0: 0.338 loss_giou_0: 0.5484 loss_ce_1: 0.4291 loss_bbox_1: 0.2418 loss_giou_1: 0.4312 loss_ce_2: 0.3682 loss_bbox_2: 0.2097 loss_giou_2: 0.3971 loss_ce_3: 0.3341 loss_bbox_3: 0.2069 loss_giou_3: 0.3889 loss_ce_4: 0.3251 loss_bbox_4: 0.2018 loss_giou_4: 0.3833 time: 0.2803 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:37] d2.utils.events INFO: eta: 1 day, 0:53:58 iter: 130059 total_loss: 6.013 loss_ce: 0.3199 loss_bbox: 0.1983 loss_giou: 0.3556 loss_ce_0: 0.5107 loss_bbox_0: 0.3427 loss_giou_0: 0.5437 loss_ce_1: 0.4154 loss_bbox_1: 0.2312 loss_giou_1: 0.4021 loss_ce_2: 0.3557 loss_bbox_2: 0.2118 loss_giou_2: 0.3642 loss_ce_3: 0.3295 loss_bbox_3: 0.2082 loss_giou_3: 0.3555 loss_ce_4: 0.3207 loss_bbox_4: 0.2013 loss_giou_4: 0.3568 time: 0.2803 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:43] d2.utils.events INFO: eta: 1 day, 0:53:41 iter: 130079 total_loss: 6.119 loss_ce: 0.3346 loss_bbox: 0.2107 loss_giou: 0.3618 loss_ce_0: 0.518 loss_bbox_0: 0.3286 loss_giou_0: 0.5393 loss_ce_1: 0.4315 loss_bbox_1: 0.2322 loss_giou_1: 0.4039 loss_ce_2: 0.3634 loss_bbox_2: 0.2177 loss_giou_2: 0.3774 loss_ce_3: 0.3451 loss_bbox_3: 0.2045 loss_giou_3: 0.3675 loss_ce_4: 0.3382 loss_bbox_4: 0.2113 loss_giou_4: 0.3657 time: 0.2803 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:48] d2.utils.events INFO: eta: 1 day, 0:53:43 iter: 130099 total_loss: 5.863 loss_ce: 0.306 loss_bbox: 0.1896 loss_giou: 0.3516 loss_ce_0: 0.5177 loss_bbox_0: 0.33 loss_giou_0: 0.5289 loss_ce_1: 0.4136 loss_bbox_1: 0.2286 loss_giou_1: 0.401 loss_ce_2: 0.3382 loss_bbox_2: 0.2049 loss_giou_2: 0.3709 loss_ce_3: 0.3057 loss_bbox_3: 0.1984 loss_giou_3: 0.3638 loss_ce_4: 0.2971 loss_bbox_4: 0.1915 loss_giou_4: 0.3487 time: 0.2803 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:54] d2.utils.events INFO: eta: 1 day, 0:53:02 iter: 130119 total_loss: 6.431 loss_ce: 0.3546 loss_bbox: 0.2091 loss_giou: 0.3673 loss_ce_0: 0.5483 loss_bbox_0: 0.344 loss_giou_0: 0.5841 loss_ce_1: 0.4561 loss_bbox_1: 0.2416 loss_giou_1: 0.4413 loss_ce_2: 0.3891 loss_bbox_2: 0.221 loss_giou_2: 0.3882 loss_ce_3: 0.361 loss_bbox_3: 0.2173 loss_giou_3: 0.3759 loss_ce_4: 0.3527 loss_bbox_4: 0.2128 loss_giou_4: 0.3753 time: 0.2803 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 23:48:59] d2.utils.events INFO: eta: 1 day, 0:52:30 iter: 130139 total_loss: 6.151 loss_ce: 0.3312 loss_bbox: 0.2085 loss_giou: 0.3696 loss_ce_0: 0.5249 loss_bbox_0: 0.3335 loss_giou_0: 0.5576 loss_ce_1: 0.4284 loss_bbox_1: 0.2357 loss_giou_1: 0.417 loss_ce_2: 0.3716 loss_bbox_2: 0.2099 loss_giou_2: 0.3832 loss_ce_3: 0.3378 loss_bbox_3: 0.217 loss_giou_3: 0.3794 loss_ce_4: 0.3339 loss_bbox_4: 0.2101 loss_giou_4: 0.3761 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:05] d2.utils.events INFO: eta: 1 day, 0:52:00 iter: 130159 total_loss: 6.422 loss_ce: 0.3256 loss_bbox: 0.2178 loss_giou: 0.3849 loss_ce_0: 0.535 loss_bbox_0: 0.3487 loss_giou_0: 0.5659 loss_ce_1: 0.4326 loss_bbox_1: 0.2478 loss_giou_1: 0.4221 loss_ce_2: 0.3724 loss_bbox_2: 0.2255 loss_giou_2: 0.3956 loss_ce_3: 0.341 loss_bbox_3: 0.2162 loss_giou_3: 0.3871 loss_ce_4: 0.3276 loss_bbox_4: 0.2204 loss_giou_4: 0.3858 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:11] d2.utils.events INFO: eta: 1 day, 0:51:06 iter: 130179 total_loss: 6.016 loss_ce: 0.3195 loss_bbox: 0.2012 loss_giou: 0.3489 loss_ce_0: 0.5352 loss_bbox_0: 0.3465 loss_giou_0: 0.5285 loss_ce_1: 0.4343 loss_bbox_1: 0.234 loss_giou_1: 0.3924 loss_ce_2: 0.3688 loss_bbox_2: 0.2138 loss_giou_2: 0.3544 loss_ce_3: 0.3268 loss_bbox_3: 0.2083 loss_giou_3: 0.3517 loss_ce_4: 0.3229 loss_bbox_4: 0.2008 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:16] d2.utils.events INFO: eta: 1 day, 0:51:05 iter: 130199 total_loss: 6.204 loss_ce: 0.3246 loss_bbox: 0.1926 loss_giou: 0.3545 loss_ce_0: 0.5191 loss_bbox_0: 0.34 loss_giou_0: 0.5308 loss_ce_1: 0.4164 loss_bbox_1: 0.2435 loss_giou_1: 0.4044 loss_ce_2: 0.369 loss_bbox_2: 0.2072 loss_giou_2: 0.3691 loss_ce_3: 0.3368 loss_bbox_3: 0.2017 loss_giou_3: 0.3617 loss_ce_4: 0.3307 loss_bbox_4: 0.1969 loss_giou_4: 0.3549 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:22] d2.utils.events INFO: eta: 1 day, 0:51:12 iter: 130219 total_loss: 6.14 loss_ce: 0.3146 loss_bbox: 0.1989 loss_giou: 0.3583 loss_ce_0: 0.5221 loss_bbox_0: 0.336 loss_giou_0: 0.5634 loss_ce_1: 0.4084 loss_bbox_1: 0.2275 loss_giou_1: 0.4182 loss_ce_2: 0.3545 loss_bbox_2: 0.2089 loss_giou_2: 0.3839 loss_ce_3: 0.3245 loss_bbox_3: 0.2049 loss_giou_3: 0.3673 loss_ce_4: 0.324 loss_bbox_4: 0.1991 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:28] d2.utils.events INFO: eta: 1 day, 0:50:54 iter: 130239 total_loss: 5.884 loss_ce: 0.3366 loss_bbox: 0.1826 loss_giou: 0.3457 loss_ce_0: 0.52 loss_bbox_0: 0.313 loss_giou_0: 0.5262 loss_ce_1: 0.4233 loss_bbox_1: 0.2219 loss_giou_1: 0.3885 loss_ce_2: 0.3664 loss_bbox_2: 0.202 loss_giou_2: 0.3592 loss_ce_3: 0.3353 loss_bbox_3: 0.1903 loss_giou_3: 0.3556 loss_ce_4: 0.3303 loss_bbox_4: 0.1828 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:33] d2.utils.events INFO: eta: 1 day, 0:50:20 iter: 130259 total_loss: 6.119 loss_ce: 0.3257 loss_bbox: 0.1989 loss_giou: 0.3518 loss_ce_0: 0.5207 loss_bbox_0: 0.332 loss_giou_0: 0.5328 loss_ce_1: 0.4232 loss_bbox_1: 0.2309 loss_giou_1: 0.407 loss_ce_2: 0.362 loss_bbox_2: 0.2013 loss_giou_2: 0.3667 loss_ce_3: 0.3359 loss_bbox_3: 0.2025 loss_giou_3: 0.3576 loss_ce_4: 0.3281 loss_bbox_4: 0.198 loss_giou_4: 0.3482 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:39] d2.utils.events INFO: eta: 1 day, 0:49:25 iter: 130279 total_loss: 6.299 loss_ce: 0.3193 loss_bbox: 0.192 loss_giou: 0.3531 loss_ce_0: 0.5151 loss_bbox_0: 0.3236 loss_giou_0: 0.5789 loss_ce_1: 0.4097 loss_bbox_1: 0.2299 loss_giou_1: 0.4119 loss_ce_2: 0.3605 loss_bbox_2: 0.2076 loss_giou_2: 0.3771 loss_ce_3: 0.3341 loss_bbox_3: 0.1982 loss_giou_3: 0.361 loss_ce_4: 0.3203 loss_bbox_4: 0.1923 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:45] d2.utils.events INFO: eta: 1 day, 0:49:37 iter: 130299 total_loss: 5.919 loss_ce: 0.3294 loss_bbox: 0.1898 loss_giou: 0.347 loss_ce_0: 0.5099 loss_bbox_0: 0.3173 loss_giou_0: 0.5371 loss_ce_1: 0.4048 loss_bbox_1: 0.222 loss_giou_1: 0.3962 loss_ce_2: 0.361 loss_bbox_2: 0.2087 loss_giou_2: 0.3663 loss_ce_3: 0.333 loss_bbox_3: 0.1976 loss_giou_3: 0.3573 loss_ce_4: 0.3285 loss_bbox_4: 0.1899 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:51] d2.utils.events INFO: eta: 1 day, 0:50:31 iter: 130319 total_loss: 6.207 loss_ce: 0.3138 loss_bbox: 0.2153 loss_giou: 0.3799 loss_ce_0: 0.5173 loss_bbox_0: 0.3416 loss_giou_0: 0.5693 loss_ce_1: 0.4215 loss_bbox_1: 0.2471 loss_giou_1: 0.422 loss_ce_2: 0.3642 loss_bbox_2: 0.2235 loss_giou_2: 0.3866 loss_ce_3: 0.3289 loss_bbox_3: 0.2165 loss_giou_3: 0.378 loss_ce_4: 0.3126 loss_bbox_4: 0.2145 loss_giou_4: 0.3781 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 23:49:56] d2.utils.events INFO: eta: 1 day, 0:49:26 iter: 130339 total_loss: 5.816 loss_ce: 0.3034 loss_bbox: 0.1911 loss_giou: 0.3377 loss_ce_0: 0.5077 loss_bbox_0: 0.3226 loss_giou_0: 0.5074 loss_ce_1: 0.4208 loss_bbox_1: 0.2278 loss_giou_1: 0.3784 loss_ce_2: 0.3487 loss_bbox_2: 0.2033 loss_giou_2: 0.3476 loss_ce_3: 0.3162 loss_bbox_3: 0.1939 loss_giou_3: 0.3388 loss_ce_4: 0.3056 loss_bbox_4: 0.1871 loss_giou_4: 0.3385 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:02] d2.utils.events INFO: eta: 1 day, 0:49:52 iter: 130359 total_loss: 6.03 loss_ce: 0.3269 loss_bbox: 0.2214 loss_giou: 0.3439 loss_ce_0: 0.5164 loss_bbox_0: 0.3523 loss_giou_0: 0.505 loss_ce_1: 0.419 loss_bbox_1: 0.2453 loss_giou_1: 0.38 loss_ce_2: 0.3534 loss_bbox_2: 0.225 loss_giou_2: 0.3582 loss_ce_3: 0.3337 loss_bbox_3: 0.2262 loss_giou_3: 0.3512 loss_ce_4: 0.3286 loss_bbox_4: 0.2248 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:08] d2.utils.events INFO: eta: 1 day, 0:49:46 iter: 130379 total_loss: 6.104 loss_ce: 0.3217 loss_bbox: 0.1947 loss_giou: 0.3548 loss_ce_0: 0.5124 loss_bbox_0: 0.3312 loss_giou_0: 0.5574 loss_ce_1: 0.4197 loss_bbox_1: 0.2212 loss_giou_1: 0.4035 loss_ce_2: 0.3575 loss_bbox_2: 0.2029 loss_giou_2: 0.3661 loss_ce_3: 0.3274 loss_bbox_3: 0.2008 loss_giou_3: 0.3626 loss_ce_4: 0.3243 loss_bbox_4: 0.1958 loss_giou_4: 0.3565 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:13] d2.utils.events INFO: eta: 1 day, 0:50:04 iter: 130399 total_loss: 6.427 loss_ce: 0.3425 loss_bbox: 0.2142 loss_giou: 0.3662 loss_ce_0: 0.5434 loss_bbox_0: 0.3527 loss_giou_0: 0.5481 loss_ce_1: 0.4447 loss_bbox_1: 0.2413 loss_giou_1: 0.4176 loss_ce_2: 0.3772 loss_bbox_2: 0.2244 loss_giou_2: 0.3831 loss_ce_3: 0.3521 loss_bbox_3: 0.2194 loss_giou_3: 0.3762 loss_ce_4: 0.3484 loss_bbox_4: 0.2167 loss_giou_4: 0.3728 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:19] d2.utils.events INFO: eta: 1 day, 0:49:50 iter: 130419 total_loss: 6.116 loss_ce: 0.3338 loss_bbox: 0.1839 loss_giou: 0.3677 loss_ce_0: 0.5224 loss_bbox_0: 0.3185 loss_giou_0: 0.5457 loss_ce_1: 0.4253 loss_bbox_1: 0.2196 loss_giou_1: 0.4031 loss_ce_2: 0.3589 loss_bbox_2: 0.1975 loss_giou_2: 0.3865 loss_ce_3: 0.3413 loss_bbox_3: 0.1931 loss_giou_3: 0.3728 loss_ce_4: 0.3387 loss_bbox_4: 0.1875 loss_giou_4: 0.3649 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:25] d2.utils.events INFO: eta: 1 day, 0:50:15 iter: 130439 total_loss: 6.044 loss_ce: 0.3333 loss_bbox: 0.1928 loss_giou: 0.3468 loss_ce_0: 0.5377 loss_bbox_0: 0.3306 loss_giou_0: 0.5475 loss_ce_1: 0.4232 loss_bbox_1: 0.2241 loss_giou_1: 0.4096 loss_ce_2: 0.3682 loss_bbox_2: 0.2069 loss_giou_2: 0.3731 loss_ce_3: 0.3385 loss_bbox_3: 0.201 loss_giou_3: 0.3646 loss_ce_4: 0.3305 loss_bbox_4: 0.1951 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:30] d2.utils.events INFO: eta: 1 day, 0:50:23 iter: 130459 total_loss: 5.714 loss_ce: 0.3086 loss_bbox: 0.1918 loss_giou: 0.333 loss_ce_0: 0.5089 loss_bbox_0: 0.3243 loss_giou_0: 0.4972 loss_ce_1: 0.4119 loss_bbox_1: 0.2241 loss_giou_1: 0.3673 loss_ce_2: 0.3456 loss_bbox_2: 0.2043 loss_giou_2: 0.3417 loss_ce_3: 0.3171 loss_bbox_3: 0.1985 loss_giou_3: 0.3335 loss_ce_4: 0.3075 loss_bbox_4: 0.193 loss_giou_4: 0.3308 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:36] d2.utils.events INFO: eta: 1 day, 0:50:33 iter: 130479 total_loss: 5.882 loss_ce: 0.3211 loss_bbox: 0.1896 loss_giou: 0.3438 loss_ce_0: 0.5069 loss_bbox_0: 0.3193 loss_giou_0: 0.5313 loss_ce_1: 0.4214 loss_bbox_1: 0.2309 loss_giou_1: 0.398 loss_ce_2: 0.3698 loss_bbox_2: 0.2073 loss_giou_2: 0.361 loss_ce_3: 0.3459 loss_bbox_3: 0.2004 loss_giou_3: 0.3513 loss_ce_4: 0.3243 loss_bbox_4: 0.1941 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:42] d2.utils.events INFO: eta: 1 day, 0:50:30 iter: 130499 total_loss: 6.035 loss_ce: 0.3094 loss_bbox: 0.2062 loss_giou: 0.3389 loss_ce_0: 0.5109 loss_bbox_0: 0.3404 loss_giou_0: 0.5362 loss_ce_1: 0.414 loss_bbox_1: 0.2285 loss_giou_1: 0.3976 loss_ce_2: 0.3527 loss_bbox_2: 0.211 loss_giou_2: 0.3599 loss_ce_3: 0.3196 loss_bbox_3: 0.2075 loss_giou_3: 0.3491 loss_ce_4: 0.3093 loss_bbox_4: 0.2007 loss_giou_4: 0.3423 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:47] d2.utils.events INFO: eta: 1 day, 0:50:17 iter: 130519 total_loss: 6.044 loss_ce: 0.3252 loss_bbox: 0.1885 loss_giou: 0.3439 loss_ce_0: 0.5302 loss_bbox_0: 0.3251 loss_giou_0: 0.5559 loss_ce_1: 0.4341 loss_bbox_1: 0.2266 loss_giou_1: 0.4109 loss_ce_2: 0.3669 loss_bbox_2: 0.2 loss_giou_2: 0.3676 loss_ce_3: 0.3326 loss_bbox_3: 0.1916 loss_giou_3: 0.3563 loss_ce_4: 0.3268 loss_bbox_4: 0.1874 loss_giou_4: 0.3459 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:53] d2.utils.events INFO: eta: 1 day, 0:49:55 iter: 130539 total_loss: 6.172 loss_ce: 0.3255 loss_bbox: 0.2062 loss_giou: 0.3677 loss_ce_0: 0.5197 loss_bbox_0: 0.3256 loss_giou_0: 0.5681 loss_ce_1: 0.4241 loss_bbox_1: 0.2283 loss_giou_1: 0.4267 loss_ce_2: 0.3679 loss_bbox_2: 0.2086 loss_giou_2: 0.3812 loss_ce_3: 0.3389 loss_bbox_3: 0.1979 loss_giou_3: 0.3758 loss_ce_4: 0.3265 loss_bbox_4: 0.2014 loss_giou_4: 0.374 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 23:50:59] d2.utils.events INFO: eta: 1 day, 0:50:11 iter: 130559 total_loss: 6.221 loss_ce: 0.3412 loss_bbox: 0.212 loss_giou: 0.3663 loss_ce_0: 0.5478 loss_bbox_0: 0.3582 loss_giou_0: 0.5601 loss_ce_1: 0.4406 loss_bbox_1: 0.2448 loss_giou_1: 0.4159 loss_ce_2: 0.3839 loss_bbox_2: 0.2295 loss_giou_2: 0.3841 loss_ce_3: 0.3414 loss_bbox_3: 0.2139 loss_giou_3: 0.3772 loss_ce_4: 0.3385 loss_bbox_4: 0.2111 loss_giou_4: 0.3694 time: 0.2802 data_time: 0.0354 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:04] d2.utils.events INFO: eta: 1 day, 0:50:18 iter: 130579 total_loss: 6.079 loss_ce: 0.3189 loss_bbox: 0.2014 loss_giou: 0.3517 loss_ce_0: 0.5156 loss_bbox_0: 0.3338 loss_giou_0: 0.5359 loss_ce_1: 0.4195 loss_bbox_1: 0.2281 loss_giou_1: 0.3951 loss_ce_2: 0.3518 loss_bbox_2: 0.2088 loss_giou_2: 0.3622 loss_ce_3: 0.3236 loss_bbox_3: 0.2079 loss_giou_3: 0.3502 loss_ce_4: 0.3268 loss_bbox_4: 0.198 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:10] d2.utils.events INFO: eta: 1 day, 0:50:00 iter: 130599 total_loss: 6.046 loss_ce: 0.3122 loss_bbox: 0.1991 loss_giou: 0.3475 loss_ce_0: 0.5288 loss_bbox_0: 0.35 loss_giou_0: 0.5565 loss_ce_1: 0.4187 loss_bbox_1: 0.2354 loss_giou_1: 0.3958 loss_ce_2: 0.3442 loss_bbox_2: 0.2115 loss_giou_2: 0.3692 loss_ce_3: 0.3141 loss_bbox_3: 0.2094 loss_giou_3: 0.3585 loss_ce_4: 0.3106 loss_bbox_4: 0.2023 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:16] d2.utils.events INFO: eta: 1 day, 0:49:33 iter: 130619 total_loss: 5.691 loss_ce: 0.2974 loss_bbox: 0.1997 loss_giou: 0.3195 loss_ce_0: 0.5111 loss_bbox_0: 0.3406 loss_giou_0: 0.5068 loss_ce_1: 0.3993 loss_bbox_1: 0.2381 loss_giou_1: 0.3782 loss_ce_2: 0.3393 loss_bbox_2: 0.2103 loss_giou_2: 0.3375 loss_ce_3: 0.3098 loss_bbox_3: 0.1989 loss_giou_3: 0.3226 loss_ce_4: 0.2959 loss_bbox_4: 0.1984 loss_giou_4: 0.3201 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:21] d2.utils.events INFO: eta: 1 day, 0:49:33 iter: 130639 total_loss: 6.081 loss_ce: 0.3228 loss_bbox: 0.1932 loss_giou: 0.3358 loss_ce_0: 0.5246 loss_bbox_0: 0.3302 loss_giou_0: 0.5277 loss_ce_1: 0.4353 loss_bbox_1: 0.2224 loss_giou_1: 0.3899 loss_ce_2: 0.3593 loss_bbox_2: 0.2016 loss_giou_2: 0.3629 loss_ce_3: 0.3359 loss_bbox_3: 0.1987 loss_giou_3: 0.3479 loss_ce_4: 0.3264 loss_bbox_4: 0.1936 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:27] d2.utils.events INFO: eta: 1 day, 0:49:43 iter: 130659 total_loss: 6.162 loss_ce: 0.3025 loss_bbox: 0.195 loss_giou: 0.3639 loss_ce_0: 0.5331 loss_bbox_0: 0.3322 loss_giou_0: 0.5676 loss_ce_1: 0.4198 loss_bbox_1: 0.2361 loss_giou_1: 0.4158 loss_ce_2: 0.3529 loss_bbox_2: 0.209 loss_giou_2: 0.3907 loss_ce_3: 0.321 loss_bbox_3: 0.2006 loss_giou_3: 0.3698 loss_ce_4: 0.304 loss_bbox_4: 0.1934 loss_giou_4: 0.3688 time: 0.2802 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:33] d2.utils.events INFO: eta: 1 day, 0:49:40 iter: 130679 total_loss: 6.015 loss_ce: 0.3135 loss_bbox: 0.1876 loss_giou: 0.3547 loss_ce_0: 0.519 loss_bbox_0: 0.3386 loss_giou_0: 0.5414 loss_ce_1: 0.4258 loss_bbox_1: 0.225 loss_giou_1: 0.3932 loss_ce_2: 0.3622 loss_bbox_2: 0.1973 loss_giou_2: 0.3659 loss_ce_3: 0.325 loss_bbox_3: 0.196 loss_giou_3: 0.3624 loss_ce_4: 0.3148 loss_bbox_4: 0.1926 loss_giou_4: 0.356 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:39] d2.utils.events INFO: eta: 1 day, 0:49:05 iter: 130699 total_loss: 6.053 loss_ce: 0.323 loss_bbox: 0.2161 loss_giou: 0.3422 loss_ce_0: 0.5158 loss_bbox_0: 0.337 loss_giou_0: 0.526 loss_ce_1: 0.4211 loss_bbox_1: 0.2504 loss_giou_1: 0.4021 loss_ce_2: 0.3731 loss_bbox_2: 0.2264 loss_giou_2: 0.3602 loss_ce_3: 0.3431 loss_bbox_3: 0.2234 loss_giou_3: 0.3483 loss_ce_4: 0.3211 loss_bbox_4: 0.2208 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:44] d2.utils.events INFO: eta: 1 day, 0:48:57 iter: 130719 total_loss: 6.12 loss_ce: 0.3157 loss_bbox: 0.1974 loss_giou: 0.3782 loss_ce_0: 0.5308 loss_bbox_0: 0.3351 loss_giou_0: 0.5665 loss_ce_1: 0.4191 loss_bbox_1: 0.2369 loss_giou_1: 0.4269 loss_ce_2: 0.357 loss_bbox_2: 0.2111 loss_giou_2: 0.4033 loss_ce_3: 0.3282 loss_bbox_3: 0.2037 loss_giou_3: 0.3865 loss_ce_4: 0.3179 loss_bbox_4: 0.1974 loss_giou_4: 0.3762 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:50] d2.utils.events INFO: eta: 1 day, 0:48:54 iter: 130739 total_loss: 6.116 loss_ce: 0.3188 loss_bbox: 0.2086 loss_giou: 0.3349 loss_ce_0: 0.5158 loss_bbox_0: 0.34 loss_giou_0: 0.5564 loss_ce_1: 0.4255 loss_bbox_1: 0.2432 loss_giou_1: 0.3884 loss_ce_2: 0.3601 loss_bbox_2: 0.2192 loss_giou_2: 0.3631 loss_ce_3: 0.3321 loss_bbox_3: 0.2182 loss_giou_3: 0.3494 loss_ce_4: 0.3282 loss_bbox_4: 0.2132 loss_giou_4: 0.336 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/02 23:51:56] d2.utils.events INFO: eta: 1 day, 0:48:49 iter: 130759 total_loss: 5.958 loss_ce: 0.3291 loss_bbox: 0.204 loss_giou: 0.3356 loss_ce_0: 0.5172 loss_bbox_0: 0.3444 loss_giou_0: 0.5161 loss_ce_1: 0.4214 loss_bbox_1: 0.2377 loss_giou_1: 0.3815 loss_ce_2: 0.3626 loss_bbox_2: 0.2152 loss_giou_2: 0.3606 loss_ce_3: 0.3333 loss_bbox_3: 0.2016 loss_giou_3: 0.3417 loss_ce_4: 0.328 loss_bbox_4: 0.2094 loss_giou_4: 0.3373 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:01] d2.utils.events INFO: eta: 1 day, 0:49:09 iter: 130779 total_loss: 5.909 loss_ce: 0.2966 loss_bbox: 0.2027 loss_giou: 0.3411 loss_ce_0: 0.515 loss_bbox_0: 0.3375 loss_giou_0: 0.5218 loss_ce_1: 0.4128 loss_bbox_1: 0.2346 loss_giou_1: 0.3998 loss_ce_2: 0.3423 loss_bbox_2: 0.2106 loss_giou_2: 0.3599 loss_ce_3: 0.319 loss_bbox_3: 0.2107 loss_giou_3: 0.3519 loss_ce_4: 0.2994 loss_bbox_4: 0.2041 loss_giou_4: 0.3404 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:07] d2.utils.events INFO: eta: 1 day, 0:49:00 iter: 130799 total_loss: 5.749 loss_ce: 0.2855 loss_bbox: 0.1894 loss_giou: 0.3497 loss_ce_0: 0.4882 loss_bbox_0: 0.3173 loss_giou_0: 0.5285 loss_ce_1: 0.3974 loss_bbox_1: 0.2201 loss_giou_1: 0.3886 loss_ce_2: 0.3323 loss_bbox_2: 0.2012 loss_giou_2: 0.3669 loss_ce_3: 0.293 loss_bbox_3: 0.1895 loss_giou_3: 0.3523 loss_ce_4: 0.2873 loss_bbox_4: 0.1924 loss_giou_4: 0.3516 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:13] d2.utils.events INFO: eta: 1 day, 0:48:32 iter: 130819 total_loss: 6.053 loss_ce: 0.336 loss_bbox: 0.1965 loss_giou: 0.3507 loss_ce_0: 0.5279 loss_bbox_0: 0.3332 loss_giou_0: 0.5373 loss_ce_1: 0.4257 loss_bbox_1: 0.2222 loss_giou_1: 0.3919 loss_ce_2: 0.3683 loss_bbox_2: 0.2072 loss_giou_2: 0.3648 loss_ce_3: 0.3513 loss_bbox_3: 0.1994 loss_giou_3: 0.3635 loss_ce_4: 0.3374 loss_bbox_4: 0.195 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:18] d2.utils.events INFO: eta: 1 day, 0:48:24 iter: 130839 total_loss: 6.316 loss_ce: 0.3493 loss_bbox: 0.2072 loss_giou: 0.3616 loss_ce_0: 0.5367 loss_bbox_0: 0.3548 loss_giou_0: 0.574 loss_ce_1: 0.4289 loss_bbox_1: 0.2491 loss_giou_1: 0.4101 loss_ce_2: 0.3859 loss_bbox_2: 0.2204 loss_giou_2: 0.3751 loss_ce_3: 0.3576 loss_bbox_3: 0.2149 loss_giou_3: 0.3712 loss_ce_4: 0.347 loss_bbox_4: 0.2096 loss_giou_4: 0.3644 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:24] d2.utils.events INFO: eta: 1 day, 0:49:35 iter: 130859 total_loss: 6.349 loss_ce: 0.3368 loss_bbox: 0.2088 loss_giou: 0.3651 loss_ce_0: 0.5236 loss_bbox_0: 0.343 loss_giou_0: 0.5386 loss_ce_1: 0.4364 loss_bbox_1: 0.238 loss_giou_1: 0.4036 loss_ce_2: 0.3638 loss_bbox_2: 0.2163 loss_giou_2: 0.3727 loss_ce_3: 0.3344 loss_bbox_3: 0.2113 loss_giou_3: 0.3717 loss_ce_4: 0.3385 loss_bbox_4: 0.2094 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:30] d2.utils.events INFO: eta: 1 day, 0:49:26 iter: 130879 total_loss: 5.893 loss_ce: 0.322 loss_bbox: 0.199 loss_giou: 0.3505 loss_ce_0: 0.5091 loss_bbox_0: 0.3254 loss_giou_0: 0.5378 loss_ce_1: 0.4132 loss_bbox_1: 0.2291 loss_giou_1: 0.3953 loss_ce_2: 0.3404 loss_bbox_2: 0.2062 loss_giou_2: 0.3654 loss_ce_3: 0.3337 loss_bbox_3: 0.205 loss_giou_3: 0.3626 loss_ce_4: 0.3184 loss_bbox_4: 0.199 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:35] d2.utils.events INFO: eta: 1 day, 0:49:28 iter: 130899 total_loss: 6.027 loss_ce: 0.3258 loss_bbox: 0.1913 loss_giou: 0.3583 loss_ce_0: 0.5128 loss_bbox_0: 0.3386 loss_giou_0: 0.537 loss_ce_1: 0.432 loss_bbox_1: 0.2405 loss_giou_1: 0.4082 loss_ce_2: 0.3573 loss_bbox_2: 0.2102 loss_giou_2: 0.3777 loss_ce_3: 0.3314 loss_bbox_3: 0.2012 loss_giou_3: 0.3616 loss_ce_4: 0.3267 loss_bbox_4: 0.1954 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:41] d2.utils.events INFO: eta: 1 day, 0:49:54 iter: 130919 total_loss: 6.384 loss_ce: 0.3445 loss_bbox: 0.2071 loss_giou: 0.3848 loss_ce_0: 0.5278 loss_bbox_0: 0.3349 loss_giou_0: 0.5488 loss_ce_1: 0.4295 loss_bbox_1: 0.2431 loss_giou_1: 0.4348 loss_ce_2: 0.3747 loss_bbox_2: 0.2168 loss_giou_2: 0.3979 loss_ce_3: 0.3604 loss_bbox_3: 0.2104 loss_giou_3: 0.3866 loss_ce_4: 0.3473 loss_bbox_4: 0.2073 loss_giou_4: 0.3838 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:47] d2.utils.events INFO: eta: 1 day, 0:49:48 iter: 130939 total_loss: 6.329 loss_ce: 0.3456 loss_bbox: 0.2034 loss_giou: 0.3538 loss_ce_0: 0.5505 loss_bbox_0: 0.3424 loss_giou_0: 0.5433 loss_ce_1: 0.4452 loss_bbox_1: 0.2482 loss_giou_1: 0.4039 loss_ce_2: 0.3738 loss_bbox_2: 0.2161 loss_giou_2: 0.3773 loss_ce_3: 0.3528 loss_bbox_3: 0.2117 loss_giou_3: 0.3627 loss_ce_4: 0.347 loss_bbox_4: 0.205 loss_giou_4: 0.3604 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:52] d2.utils.events INFO: eta: 1 day, 0:49:20 iter: 130959 total_loss: 5.792 loss_ce: 0.3185 loss_bbox: 0.1871 loss_giou: 0.3366 loss_ce_0: 0.5241 loss_bbox_0: 0.3156 loss_giou_0: 0.5256 loss_ce_1: 0.4069 loss_bbox_1: 0.2285 loss_giou_1: 0.3863 loss_ce_2: 0.3467 loss_bbox_2: 0.203 loss_giou_2: 0.3482 loss_ce_3: 0.3172 loss_bbox_3: 0.1909 loss_giou_3: 0.343 loss_ce_4: 0.3129 loss_bbox_4: 0.1866 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:52:58] d2.utils.events INFO: eta: 1 day, 0:49:11 iter: 130979 total_loss: 6.022 loss_ce: 0.3345 loss_bbox: 0.1882 loss_giou: 0.3429 loss_ce_0: 0.5346 loss_bbox_0: 0.3236 loss_giou_0: 0.5455 loss_ce_1: 0.4247 loss_bbox_1: 0.2321 loss_giou_1: 0.3951 loss_ce_2: 0.364 loss_bbox_2: 0.2072 loss_giou_2: 0.3663 loss_ce_3: 0.3441 loss_bbox_3: 0.1986 loss_giou_3: 0.3498 loss_ce_4: 0.3307 loss_bbox_4: 0.1915 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:04] d2.utils.events INFO: eta: 1 day, 0:49:37 iter: 130999 total_loss: 6.044 loss_ce: 0.3186 loss_bbox: 0.1889 loss_giou: 0.3611 loss_ce_0: 0.5273 loss_bbox_0: 0.3272 loss_giou_0: 0.5567 loss_ce_1: 0.4306 loss_bbox_1: 0.2265 loss_giou_1: 0.4155 loss_ce_2: 0.3641 loss_bbox_2: 0.2086 loss_giou_2: 0.3827 loss_ce_3: 0.3288 loss_bbox_3: 0.1999 loss_giou_3: 0.3777 loss_ce_4: 0.3177 loss_bbox_4: 0.1923 loss_giou_4: 0.3654 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:09] d2.utils.events INFO: eta: 1 day, 0:48:27 iter: 131019 total_loss: 5.797 loss_ce: 0.3094 loss_bbox: 0.1782 loss_giou: 0.3454 loss_ce_0: 0.5045 loss_bbox_0: 0.3067 loss_giou_0: 0.5411 loss_ce_1: 0.4148 loss_bbox_1: 0.2182 loss_giou_1: 0.4025 loss_ce_2: 0.3454 loss_bbox_2: 0.1926 loss_giou_2: 0.365 loss_ce_3: 0.3197 loss_bbox_3: 0.1878 loss_giou_3: 0.3524 loss_ce_4: 0.3172 loss_bbox_4: 0.1854 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:15] d2.utils.events INFO: eta: 1 day, 0:48:07 iter: 131039 total_loss: 6.115 loss_ce: 0.3289 loss_bbox: 0.1953 loss_giou: 0.3642 loss_ce_0: 0.5162 loss_bbox_0: 0.3286 loss_giou_0: 0.5561 loss_ce_1: 0.4253 loss_bbox_1: 0.2342 loss_giou_1: 0.4238 loss_ce_2: 0.3537 loss_bbox_2: 0.2064 loss_giou_2: 0.3826 loss_ce_3: 0.3341 loss_bbox_3: 0.1968 loss_giou_3: 0.3673 loss_ce_4: 0.3305 loss_bbox_4: 0.1963 loss_giou_4: 0.3673 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:21] d2.utils.events INFO: eta: 1 day, 0:48:16 iter: 131059 total_loss: 5.808 loss_ce: 0.3114 loss_bbox: 0.195 loss_giou: 0.3307 loss_ce_0: 0.5125 loss_bbox_0: 0.3282 loss_giou_0: 0.5127 loss_ce_1: 0.405 loss_bbox_1: 0.2271 loss_giou_1: 0.3891 loss_ce_2: 0.3403 loss_bbox_2: 0.2069 loss_giou_2: 0.3505 loss_ce_3: 0.3199 loss_bbox_3: 0.1948 loss_giou_3: 0.3424 loss_ce_4: 0.3142 loss_bbox_4: 0.1978 loss_giou_4: 0.3355 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:26] d2.utils.events INFO: eta: 1 day, 0:48:33 iter: 131079 total_loss: 6.14 loss_ce: 0.3077 loss_bbox: 0.1966 loss_giou: 0.3284 loss_ce_0: 0.5266 loss_bbox_0: 0.3411 loss_giou_0: 0.518 loss_ce_1: 0.42 loss_bbox_1: 0.2417 loss_giou_1: 0.3967 loss_ce_2: 0.3608 loss_bbox_2: 0.2253 loss_giou_2: 0.3522 loss_ce_3: 0.3168 loss_bbox_3: 0.2067 loss_giou_3: 0.3378 loss_ce_4: 0.3149 loss_bbox_4: 0.2063 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:32] d2.utils.events INFO: eta: 1 day, 0:48:38 iter: 131099 total_loss: 6.135 loss_ce: 0.3311 loss_bbox: 0.1928 loss_giou: 0.3595 loss_ce_0: 0.5276 loss_bbox_0: 0.3354 loss_giou_0: 0.5462 loss_ce_1: 0.4277 loss_bbox_1: 0.238 loss_giou_1: 0.4057 loss_ce_2: 0.3714 loss_bbox_2: 0.2056 loss_giou_2: 0.3702 loss_ce_3: 0.3416 loss_bbox_3: 0.1975 loss_giou_3: 0.3656 loss_ce_4: 0.3332 loss_bbox_4: 0.1936 loss_giou_4: 0.3592 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:38] d2.utils.events INFO: eta: 1 day, 0:48:48 iter: 131119 total_loss: 5.982 loss_ce: 0.3326 loss_bbox: 0.2002 loss_giou: 0.3395 loss_ce_0: 0.5304 loss_bbox_0: 0.3352 loss_giou_0: 0.5397 loss_ce_1: 0.4341 loss_bbox_1: 0.2319 loss_giou_1: 0.3922 loss_ce_2: 0.3696 loss_bbox_2: 0.2122 loss_giou_2: 0.3625 loss_ce_3: 0.3451 loss_bbox_3: 0.2019 loss_giou_3: 0.3501 loss_ce_4: 0.3329 loss_bbox_4: 0.2009 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:43] d2.utils.events INFO: eta: 1 day, 0:49:07 iter: 131139 total_loss: 6.1 loss_ce: 0.3339 loss_bbox: 0.1976 loss_giou: 0.3788 loss_ce_0: 0.527 loss_bbox_0: 0.3329 loss_giou_0: 0.5605 loss_ce_1: 0.4275 loss_bbox_1: 0.2298 loss_giou_1: 0.4276 loss_ce_2: 0.3701 loss_bbox_2: 0.2069 loss_giou_2: 0.4042 loss_ce_3: 0.3392 loss_bbox_3: 0.1988 loss_giou_3: 0.3951 loss_ce_4: 0.3316 loss_bbox_4: 0.1959 loss_giou_4: 0.3792 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:49] d2.utils.events INFO: eta: 1 day, 0:49:27 iter: 131159 total_loss: 6.228 loss_ce: 0.3379 loss_bbox: 0.1922 loss_giou: 0.3801 loss_ce_0: 0.5339 loss_bbox_0: 0.3248 loss_giou_0: 0.5497 loss_ce_1: 0.4216 loss_bbox_1: 0.2254 loss_giou_1: 0.4256 loss_ce_2: 0.3691 loss_bbox_2: 0.2067 loss_giou_2: 0.3949 loss_ce_3: 0.3492 loss_bbox_3: 0.1951 loss_giou_3: 0.3851 loss_ce_4: 0.334 loss_bbox_4: 0.1964 loss_giou_4: 0.3921 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:53:55] d2.utils.events INFO: eta: 1 day, 0:50:30 iter: 131179 total_loss: 5.801 loss_ce: 0.3149 loss_bbox: 0.1879 loss_giou: 0.3481 loss_ce_0: 0.5255 loss_bbox_0: 0.323 loss_giou_0: 0.5312 loss_ce_1: 0.3993 loss_bbox_1: 0.2251 loss_giou_1: 0.3952 loss_ce_2: 0.3422 loss_bbox_2: 0.2032 loss_giou_2: 0.37 loss_ce_3: 0.318 loss_bbox_3: 0.1973 loss_giou_3: 0.3619 loss_ce_4: 0.3133 loss_bbox_4: 0.1914 loss_giou_4: 0.3544 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:00] d2.utils.events INFO: eta: 1 day, 0:50:10 iter: 131199 total_loss: 5.852 loss_ce: 0.3051 loss_bbox: 0.201 loss_giou: 0.3445 loss_ce_0: 0.5152 loss_bbox_0: 0.3257 loss_giou_0: 0.5296 loss_ce_1: 0.4137 loss_bbox_1: 0.2246 loss_giou_1: 0.3934 loss_ce_2: 0.3486 loss_bbox_2: 0.2094 loss_giou_2: 0.3641 loss_ce_3: 0.3203 loss_bbox_3: 0.2067 loss_giou_3: 0.3572 loss_ce_4: 0.3034 loss_bbox_4: 0.2051 loss_giou_4: 0.3497 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:06] d2.utils.events INFO: eta: 1 day, 0:50:04 iter: 131219 total_loss: 5.843 loss_ce: 0.3376 loss_bbox: 0.1778 loss_giou: 0.3426 loss_ce_0: 0.5171 loss_bbox_0: 0.34 loss_giou_0: 0.5527 loss_ce_1: 0.4258 loss_bbox_1: 0.2065 loss_giou_1: 0.3974 loss_ce_2: 0.3668 loss_bbox_2: 0.1914 loss_giou_2: 0.3636 loss_ce_3: 0.3427 loss_bbox_3: 0.1823 loss_giou_3: 0.3513 loss_ce_4: 0.3378 loss_bbox_4: 0.1799 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:12] d2.utils.events INFO: eta: 1 day, 0:49:58 iter: 131239 total_loss: 5.9 loss_ce: 0.2972 loss_bbox: 0.2043 loss_giou: 0.3553 loss_ce_0: 0.5012 loss_bbox_0: 0.3323 loss_giou_0: 0.5505 loss_ce_1: 0.3944 loss_bbox_1: 0.2286 loss_giou_1: 0.3987 loss_ce_2: 0.3358 loss_bbox_2: 0.2073 loss_giou_2: 0.368 loss_ce_3: 0.3126 loss_bbox_3: 0.2052 loss_giou_3: 0.3578 loss_ce_4: 0.3019 loss_bbox_4: 0.2028 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:17] d2.utils.events INFO: eta: 1 day, 0:50:23 iter: 131259 total_loss: 6.249 loss_ce: 0.3312 loss_bbox: 0.2141 loss_giou: 0.3668 loss_ce_0: 0.5513 loss_bbox_0: 0.3472 loss_giou_0: 0.5645 loss_ce_1: 0.438 loss_bbox_1: 0.2508 loss_giou_1: 0.4021 loss_ce_2: 0.3632 loss_bbox_2: 0.2231 loss_giou_2: 0.3739 loss_ce_3: 0.3418 loss_bbox_3: 0.2167 loss_giou_3: 0.3661 loss_ce_4: 0.3295 loss_bbox_4: 0.2136 loss_giou_4: 0.3671 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:23] d2.utils.events INFO: eta: 1 day, 0:50:38 iter: 131279 total_loss: 6.318 loss_ce: 0.328 loss_bbox: 0.2089 loss_giou: 0.3788 loss_ce_0: 0.5204 loss_bbox_0: 0.3503 loss_giou_0: 0.5637 loss_ce_1: 0.4148 loss_bbox_1: 0.2447 loss_giou_1: 0.4276 loss_ce_2: 0.3569 loss_bbox_2: 0.2279 loss_giou_2: 0.3895 loss_ce_3: 0.3378 loss_bbox_3: 0.2185 loss_giou_3: 0.3781 loss_ce_4: 0.3311 loss_bbox_4: 0.2114 loss_giou_4: 0.3746 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:29] d2.utils.events INFO: eta: 1 day, 0:51:39 iter: 131299 total_loss: 6.236 loss_ce: 0.3436 loss_bbox: 0.2 loss_giou: 0.3544 loss_ce_0: 0.5309 loss_bbox_0: 0.3437 loss_giou_0: 0.5398 loss_ce_1: 0.4216 loss_bbox_1: 0.2438 loss_giou_1: 0.3931 loss_ce_2: 0.376 loss_bbox_2: 0.218 loss_giou_2: 0.368 loss_ce_3: 0.3526 loss_bbox_3: 0.2079 loss_giou_3: 0.3596 loss_ce_4: 0.3495 loss_bbox_4: 0.2013 loss_giou_4: 0.3556 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:35] d2.utils.events INFO: eta: 1 day, 0:50:30 iter: 131319 total_loss: 6.359 loss_ce: 0.3447 loss_bbox: 0.2101 loss_giou: 0.3483 loss_ce_0: 0.5413 loss_bbox_0: 0.3444 loss_giou_0: 0.5287 loss_ce_1: 0.437 loss_bbox_1: 0.2363 loss_giou_1: 0.3944 loss_ce_2: 0.3778 loss_bbox_2: 0.2184 loss_giou_2: 0.3588 loss_ce_3: 0.3503 loss_bbox_3: 0.217 loss_giou_3: 0.3549 loss_ce_4: 0.3401 loss_bbox_4: 0.2102 loss_giou_4: 0.3501 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:40] d2.utils.events INFO: eta: 1 day, 0:51:35 iter: 131339 total_loss: 5.911 loss_ce: 0.2972 loss_bbox: 0.1957 loss_giou: 0.3381 loss_ce_0: 0.4919 loss_bbox_0: 0.3419 loss_giou_0: 0.5168 loss_ce_1: 0.403 loss_bbox_1: 0.2416 loss_giou_1: 0.3959 loss_ce_2: 0.3292 loss_bbox_2: 0.2097 loss_giou_2: 0.3641 loss_ce_3: 0.3115 loss_bbox_3: 0.2 loss_giou_3: 0.3472 loss_ce_4: 0.3007 loss_bbox_4: 0.1987 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:46] d2.utils.events INFO: eta: 1 day, 0:51:45 iter: 131359 total_loss: 6.108 loss_ce: 0.3356 loss_bbox: 0.1955 loss_giou: 0.3531 loss_ce_0: 0.5366 loss_bbox_0: 0.3457 loss_giou_0: 0.5658 loss_ce_1: 0.4247 loss_bbox_1: 0.2346 loss_giou_1: 0.4087 loss_ce_2: 0.3595 loss_bbox_2: 0.2029 loss_giou_2: 0.3729 loss_ce_3: 0.3323 loss_bbox_3: 0.201 loss_giou_3: 0.3642 loss_ce_4: 0.3284 loss_bbox_4: 0.1979 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:51] d2.utils.events INFO: eta: 1 day, 0:51:24 iter: 131379 total_loss: 5.965 loss_ce: 0.3251 loss_bbox: 0.193 loss_giou: 0.3204 loss_ce_0: 0.534 loss_bbox_0: 0.3253 loss_giou_0: 0.4932 loss_ce_1: 0.426 loss_bbox_1: 0.2295 loss_giou_1: 0.3701 loss_ce_2: 0.3667 loss_bbox_2: 0.2029 loss_giou_2: 0.3351 loss_ce_3: 0.336 loss_bbox_3: 0.1972 loss_giou_3: 0.3271 loss_ce_4: 0.3281 loss_bbox_4: 0.1934 loss_giou_4: 0.3259 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/02 23:54:57] d2.utils.events INFO: eta: 1 day, 0:49:58 iter: 131399 total_loss: 5.776 loss_ce: 0.3156 loss_bbox: 0.1971 loss_giou: 0.3507 loss_ce_0: 0.5224 loss_bbox_0: 0.334 loss_giou_0: 0.5422 loss_ce_1: 0.4335 loss_bbox_1: 0.2235 loss_giou_1: 0.3956 loss_ce_2: 0.3521 loss_bbox_2: 0.203 loss_giou_2: 0.3663 loss_ce_3: 0.3277 loss_bbox_3: 0.1918 loss_giou_3: 0.3543 loss_ce_4: 0.3215 loss_bbox_4: 0.1966 loss_giou_4: 0.3516 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:03] d2.utils.events INFO: eta: 1 day, 0:49:37 iter: 131419 total_loss: 6.122 loss_ce: 0.3239 loss_bbox: 0.2045 loss_giou: 0.349 loss_ce_0: 0.5158 loss_bbox_0: 0.3385 loss_giou_0: 0.5278 loss_ce_1: 0.4254 loss_bbox_1: 0.2415 loss_giou_1: 0.3968 loss_ce_2: 0.362 loss_bbox_2: 0.2212 loss_giou_2: 0.3722 loss_ce_3: 0.3323 loss_bbox_3: 0.2096 loss_giou_3: 0.3625 loss_ce_4: 0.3196 loss_bbox_4: 0.2072 loss_giou_4: 0.3535 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:09] d2.utils.events INFO: eta: 1 day, 0:49:17 iter: 131439 total_loss: 5.938 loss_ce: 0.3326 loss_bbox: 0.1805 loss_giou: 0.3388 loss_ce_0: 0.5436 loss_bbox_0: 0.3059 loss_giou_0: 0.5374 loss_ce_1: 0.423 loss_bbox_1: 0.2047 loss_giou_1: 0.3856 loss_ce_2: 0.3734 loss_bbox_2: 0.1843 loss_giou_2: 0.3567 loss_ce_3: 0.3479 loss_bbox_3: 0.1815 loss_giou_3: 0.3437 loss_ce_4: 0.3355 loss_bbox_4: 0.1803 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:14] d2.utils.events INFO: eta: 1 day, 0:49:10 iter: 131459 total_loss: 6.172 loss_ce: 0.3503 loss_bbox: 0.1842 loss_giou: 0.3383 loss_ce_0: 0.5359 loss_bbox_0: 0.3086 loss_giou_0: 0.5373 loss_ce_1: 0.4264 loss_bbox_1: 0.2142 loss_giou_1: 0.3895 loss_ce_2: 0.3668 loss_bbox_2: 0.1956 loss_giou_2: 0.3553 loss_ce_3: 0.3552 loss_bbox_3: 0.1901 loss_giou_3: 0.3477 loss_ce_4: 0.3488 loss_bbox_4: 0.1854 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:20] d2.utils.events INFO: eta: 1 day, 0:49:06 iter: 131479 total_loss: 5.886 loss_ce: 0.2984 loss_bbox: 0.189 loss_giou: 0.3493 loss_ce_0: 0.5144 loss_bbox_0: 0.3068 loss_giou_0: 0.516 loss_ce_1: 0.4111 loss_bbox_1: 0.2191 loss_giou_1: 0.384 loss_ce_2: 0.3386 loss_bbox_2: 0.2008 loss_giou_2: 0.3646 loss_ce_3: 0.3079 loss_bbox_3: 0.1956 loss_giou_3: 0.3516 loss_ce_4: 0.2935 loss_bbox_4: 0.1895 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:26] d2.utils.events INFO: eta: 1 day, 0:48:51 iter: 131499 total_loss: 6.171 loss_ce: 0.3234 loss_bbox: 0.1845 loss_giou: 0.357 loss_ce_0: 0.5265 loss_bbox_0: 0.3159 loss_giou_0: 0.5664 loss_ce_1: 0.4164 loss_bbox_1: 0.2167 loss_giou_1: 0.4092 loss_ce_2: 0.3569 loss_bbox_2: 0.1981 loss_giou_2: 0.3726 loss_ce_3: 0.3296 loss_bbox_3: 0.1919 loss_giou_3: 0.3608 loss_ce_4: 0.3197 loss_bbox_4: 0.1877 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:31] d2.utils.events INFO: eta: 1 day, 0:48:53 iter: 131519 total_loss: 6.015 loss_ce: 0.3439 loss_bbox: 0.1918 loss_giou: 0.3497 loss_ce_0: 0.5208 loss_bbox_0: 0.3216 loss_giou_0: 0.5292 loss_ce_1: 0.4247 loss_bbox_1: 0.2266 loss_giou_1: 0.4019 loss_ce_2: 0.3767 loss_bbox_2: 0.2043 loss_giou_2: 0.3682 loss_ce_3: 0.3493 loss_bbox_3: 0.2004 loss_giou_3: 0.3598 loss_ce_4: 0.3538 loss_bbox_4: 0.1909 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:37] d2.utils.events INFO: eta: 1 day, 0:49:59 iter: 131539 total_loss: 6.03 loss_ce: 0.3278 loss_bbox: 0.1838 loss_giou: 0.3323 loss_ce_0: 0.5324 loss_bbox_0: 0.3175 loss_giou_0: 0.5192 loss_ce_1: 0.4365 loss_bbox_1: 0.2169 loss_giou_1: 0.3847 loss_ce_2: 0.3623 loss_bbox_2: 0.189 loss_giou_2: 0.353 loss_ce_3: 0.3427 loss_bbox_3: 0.1866 loss_giou_3: 0.3469 loss_ce_4: 0.3307 loss_bbox_4: 0.1862 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:43] d2.utils.events INFO: eta: 1 day, 0:50:05 iter: 131559 total_loss: 5.873 loss_ce: 0.3076 loss_bbox: 0.19 loss_giou: 0.3408 loss_ce_0: 0.5088 loss_bbox_0: 0.3268 loss_giou_0: 0.523 loss_ce_1: 0.4156 loss_bbox_1: 0.2313 loss_giou_1: 0.383 loss_ce_2: 0.348 loss_bbox_2: 0.2092 loss_giou_2: 0.3594 loss_ce_3: 0.3103 loss_bbox_3: 0.1973 loss_giou_3: 0.3484 loss_ce_4: 0.3038 loss_bbox_4: 0.1934 loss_giou_4: 0.341 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:49] d2.utils.events INFO: eta: 1 day, 0:49:48 iter: 131579 total_loss: 6.094 loss_ce: 0.3113 loss_bbox: 0.1866 loss_giou: 0.3754 loss_ce_0: 0.5334 loss_bbox_0: 0.3206 loss_giou_0: 0.5782 loss_ce_1: 0.4216 loss_bbox_1: 0.2168 loss_giou_1: 0.4322 loss_ce_2: 0.3535 loss_bbox_2: 0.2011 loss_giou_2: 0.4024 loss_ce_3: 0.3258 loss_bbox_3: 0.1947 loss_giou_3: 0.388 loss_ce_4: 0.3152 loss_bbox_4: 0.1942 loss_giou_4: 0.3778 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/02 23:55:54] d2.utils.events INFO: eta: 1 day, 0:49:52 iter: 131599 total_loss: 5.859 loss_ce: 0.3142 loss_bbox: 0.1782 loss_giou: 0.3402 loss_ce_0: 0.5045 loss_bbox_0: 0.3068 loss_giou_0: 0.5266 loss_ce_1: 0.418 loss_bbox_1: 0.2213 loss_giou_1: 0.3948 loss_ce_2: 0.3565 loss_bbox_2: 0.1952 loss_giou_2: 0.3544 loss_ce_3: 0.3297 loss_bbox_3: 0.1831 loss_giou_3: 0.3447 loss_ce_4: 0.3174 loss_bbox_4: 0.1825 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:00] d2.utils.events INFO: eta: 1 day, 0:49:37 iter: 131619 total_loss: 5.772 loss_ce: 0.3212 loss_bbox: 0.197 loss_giou: 0.3243 loss_ce_0: 0.5223 loss_bbox_0: 0.3225 loss_giou_0: 0.5079 loss_ce_1: 0.4099 loss_bbox_1: 0.2322 loss_giou_1: 0.3745 loss_ce_2: 0.3649 loss_bbox_2: 0.2101 loss_giou_2: 0.3434 loss_ce_3: 0.3343 loss_bbox_3: 0.2059 loss_giou_3: 0.3305 loss_ce_4: 0.3275 loss_bbox_4: 0.2047 loss_giou_4: 0.3249 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:06] d2.utils.events INFO: eta: 1 day, 0:49:57 iter: 131639 total_loss: 6.217 loss_ce: 0.3288 loss_bbox: 0.214 loss_giou: 0.3455 loss_ce_0: 0.5241 loss_bbox_0: 0.3484 loss_giou_0: 0.5218 loss_ce_1: 0.4206 loss_bbox_1: 0.2509 loss_giou_1: 0.3836 loss_ce_2: 0.3544 loss_bbox_2: 0.2322 loss_giou_2: 0.3673 loss_ce_3: 0.3343 loss_bbox_3: 0.22 loss_giou_3: 0.3636 loss_ce_4: 0.3265 loss_bbox_4: 0.2155 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:11] d2.utils.events INFO: eta: 1 day, 0:50:10 iter: 131659 total_loss: 6.149 loss_ce: 0.348 loss_bbox: 0.2064 loss_giou: 0.3502 loss_ce_0: 0.5149 loss_bbox_0: 0.3281 loss_giou_0: 0.5508 loss_ce_1: 0.4343 loss_bbox_1: 0.2276 loss_giou_1: 0.4149 loss_ce_2: 0.3728 loss_bbox_2: 0.2085 loss_giou_2: 0.3784 loss_ce_3: 0.3495 loss_bbox_3: 0.2014 loss_giou_3: 0.3611 loss_ce_4: 0.3401 loss_bbox_4: 0.2083 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:17] d2.utils.events INFO: eta: 1 day, 0:49:44 iter: 131679 total_loss: 6.194 loss_ce: 0.3356 loss_bbox: 0.2054 loss_giou: 0.3719 loss_ce_0: 0.5281 loss_bbox_0: 0.328 loss_giou_0: 0.5438 loss_ce_1: 0.4137 loss_bbox_1: 0.2353 loss_giou_1: 0.4222 loss_ce_2: 0.3647 loss_bbox_2: 0.2188 loss_giou_2: 0.3869 loss_ce_3: 0.3413 loss_bbox_3: 0.2111 loss_giou_3: 0.375 loss_ce_4: 0.3348 loss_bbox_4: 0.2063 loss_giou_4: 0.3784 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:23] d2.utils.events INFO: eta: 1 day, 0:49:41 iter: 131699 total_loss: 5.845 loss_ce: 0.3156 loss_bbox: 0.1919 loss_giou: 0.3357 loss_ce_0: 0.5177 loss_bbox_0: 0.3241 loss_giou_0: 0.5019 loss_ce_1: 0.4157 loss_bbox_1: 0.2309 loss_giou_1: 0.3766 loss_ce_2: 0.3405 loss_bbox_2: 0.2121 loss_giou_2: 0.348 loss_ce_3: 0.3218 loss_bbox_3: 0.1974 loss_giou_3: 0.3445 loss_ce_4: 0.3152 loss_bbox_4: 0.1942 loss_giou_4: 0.3383 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:28] d2.utils.events INFO: eta: 1 day, 0:49:26 iter: 131719 total_loss: 6.033 loss_ce: 0.3245 loss_bbox: 0.2033 loss_giou: 0.362 loss_ce_0: 0.5216 loss_bbox_0: 0.3327 loss_giou_0: 0.5533 loss_ce_1: 0.4224 loss_bbox_1: 0.2378 loss_giou_1: 0.4167 loss_ce_2: 0.3635 loss_bbox_2: 0.2136 loss_giou_2: 0.3796 loss_ce_3: 0.3411 loss_bbox_3: 0.2103 loss_giou_3: 0.3689 loss_ce_4: 0.3257 loss_bbox_4: 0.2028 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:34] d2.utils.events INFO: eta: 1 day, 0:49:08 iter: 131739 total_loss: 5.845 loss_ce: 0.3125 loss_bbox: 0.1921 loss_giou: 0.3412 loss_ce_0: 0.5265 loss_bbox_0: 0.3264 loss_giou_0: 0.5112 loss_ce_1: 0.4113 loss_bbox_1: 0.2328 loss_giou_1: 0.3799 loss_ce_2: 0.3405 loss_bbox_2: 0.2048 loss_giou_2: 0.3552 loss_ce_3: 0.3197 loss_bbox_3: 0.1925 loss_giou_3: 0.3429 loss_ce_4: 0.3118 loss_bbox_4: 0.1951 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:40] d2.utils.events INFO: eta: 1 day, 0:48:34 iter: 131759 total_loss: 6.205 loss_ce: 0.3418 loss_bbox: 0.2088 loss_giou: 0.3442 loss_ce_0: 0.5213 loss_bbox_0: 0.346 loss_giou_0: 0.5154 loss_ce_1: 0.4242 loss_bbox_1: 0.2379 loss_giou_1: 0.3863 loss_ce_2: 0.3618 loss_bbox_2: 0.2183 loss_giou_2: 0.3587 loss_ce_3: 0.3501 loss_bbox_3: 0.2101 loss_giou_3: 0.3475 loss_ce_4: 0.3471 loss_bbox_4: 0.2105 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:45] d2.utils.events INFO: eta: 1 day, 0:48:24 iter: 131779 total_loss: 6.21 loss_ce: 0.3222 loss_bbox: 0.2128 loss_giou: 0.3705 loss_ce_0: 0.5247 loss_bbox_0: 0.3382 loss_giou_0: 0.5696 loss_ce_1: 0.4172 loss_bbox_1: 0.2394 loss_giou_1: 0.4237 loss_ce_2: 0.3667 loss_bbox_2: 0.2223 loss_giou_2: 0.3871 loss_ce_3: 0.3333 loss_bbox_3: 0.2156 loss_giou_3: 0.3773 loss_ce_4: 0.3215 loss_bbox_4: 0.2118 loss_giou_4: 0.3737 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:51] d2.utils.events INFO: eta: 1 day, 0:48:19 iter: 131799 total_loss: 6.164 loss_ce: 0.3202 loss_bbox: 0.187 loss_giou: 0.3652 loss_ce_0: 0.5139 loss_bbox_0: 0.319 loss_giou_0: 0.5654 loss_ce_1: 0.4119 loss_bbox_1: 0.2256 loss_giou_1: 0.4226 loss_ce_2: 0.3547 loss_bbox_2: 0.2022 loss_giou_2: 0.3852 loss_ce_3: 0.3309 loss_bbox_3: 0.1952 loss_giou_3: 0.3762 loss_ce_4: 0.319 loss_bbox_4: 0.1899 loss_giou_4: 0.3702 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/02 23:56:57] d2.utils.events INFO: eta: 1 day, 0:48:08 iter: 131819 total_loss: 5.898 loss_ce: 0.3126 loss_bbox: 0.1845 loss_giou: 0.3412 loss_ce_0: 0.5311 loss_bbox_0: 0.3055 loss_giou_0: 0.5133 loss_ce_1: 0.4076 loss_bbox_1: 0.22 loss_giou_1: 0.3869 loss_ce_2: 0.3567 loss_bbox_2: 0.199 loss_giou_2: 0.3576 loss_ce_3: 0.3271 loss_bbox_3: 0.1936 loss_giou_3: 0.3494 loss_ce_4: 0.3146 loss_bbox_4: 0.1883 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/02 23:57:02] d2.utils.events INFO: eta: 1 day, 0:48:03 iter: 131839 total_loss: 6.142 loss_ce: 0.3273 loss_bbox: 0.1912 loss_giou: 0.3619 loss_ce_0: 0.5169 loss_bbox_0: 0.3248 loss_giou_0: 0.5672 loss_ce_1: 0.4161 loss_bbox_1: 0.2364 loss_giou_1: 0.4242 loss_ce_2: 0.3706 loss_bbox_2: 0.2113 loss_giou_2: 0.3834 loss_ce_3: 0.3332 loss_bbox_3: 0.1966 loss_giou_3: 0.3709 loss_ce_4: 0.3234 loss_bbox_4: 0.1939 loss_giou_4: 0.3626 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/02 23:57:08] d2.utils.events INFO: eta: 1 day, 0:48:00 iter: 131859 total_loss: 5.782 loss_ce: 0.321 loss_bbox: 0.198 loss_giou: 0.3322 loss_ce_0: 0.5158 loss_bbox_0: 0.3396 loss_giou_0: 0.5254 loss_ce_1: 0.4136 loss_bbox_1: 0.2345 loss_giou_1: 0.388 loss_ce_2: 0.3692 loss_bbox_2: 0.2125 loss_giou_2: 0.3563 loss_ce_3: 0.3365 loss_bbox_3: 0.2076 loss_giou_3: 0.339 loss_ce_4: 0.3176 loss_bbox_4: 0.2002 loss_giou_4: 0.3377 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/02 23:57:14] d2.utils.events INFO: eta: 1 day, 0:48:16 iter: 131879 total_loss: 6.252 loss_ce: 0.3388 loss_bbox: 0.1951 loss_giou: 0.3597 loss_ce_0: 0.5289 loss_bbox_0: 0.3306 loss_giou_0: 0.5603 loss_ce_1: 0.4479 loss_bbox_1: 0.227 loss_giou_1: 0.4122 loss_ce_2: 0.3784 loss_bbox_2: 0.2119 loss_giou_2: 0.3743 loss_ce_3: 0.357 loss_bbox_3: 0.1999 loss_giou_3: 0.3752 loss_ce_4: 0.3449 loss_bbox_4: 0.1984 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/02 23:57:19] d2.utils.events INFO: eta: 1 day, 0:48:10 iter: 131899 total_loss: 6.157 loss_ce: 0.3383 loss_bbox: 0.1797 loss_giou: 0.3712 loss_ce_0: 0.5204 loss_bbox_0: 0.3072 loss_giou_0: 0.5732 loss_ce_1: 0.4296 loss_bbox_1: 0.2201 loss_giou_1: 0.4136 loss_ce_2: 0.3753 loss_bbox_2: 0.1916 loss_giou_2: 0.3782 loss_ce_3: 0.3528 loss_bbox_3: 0.1859 loss_giou_3: 0.3706 loss_ce_4: 0.3298 loss_bbox_4: 0.1762 loss_giou_4: 0.3709 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/02 23:57:25] d2.utils.events INFO: eta: 1 day, 0:48:04 iter: 131919 total_loss: 5.788 loss_ce: 0.3163 loss_bbox: 0.1936 loss_giou: 0.334 loss_ce_0: 0.5025 loss_bbox_0: 0.3227 loss_giou_0: 0.5196 loss_ce_1: 0.4065 loss_bbox_1: 0.2202 loss_giou_1: 0.3736 loss_ce_2: 0.3399 loss_bbox_2: 0.1973 loss_giou_2: 0.3507 loss_ce_3: 0.3217 loss_bbox_3: 0.1969 loss_giou_3: 0.3434 loss_ce_4: 0.3156 loss_bbox_4: 0.1925 loss_giou_4: 0.3344 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/02 23:57:31] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/02 23:57:32] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/02 23:57:32] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/02 23:57:32] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/02 23:57:32] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/02 23:57:32] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/02 23:57:39] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0420 s/iter. Eval: 0.0003 s/iter. Total: 0.0431 s/iter. ETA=0:00:26 [11/02 23:57:44] d2.evaluation.evaluator INFO: Inference done 110/625. Dataloading: 0.0025 s/iter. Inference: 0.0474 s/iter. Eval: 0.0003 s/iter. Total: 0.0503 s/iter. ETA=0:00:25 [11/02 23:57:49] d2.evaluation.evaluator INFO: Inference done 208/625. Dataloading: 0.0026 s/iter. Inference: 0.0478 s/iter. Eval: 0.0003 s/iter. Total: 0.0509 s/iter. ETA=0:00:21 [11/02 23:57:54] d2.evaluation.evaluator INFO: Inference done 304/625. Dataloading: 0.0025 s/iter. Inference: 0.0485 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:16 [11/02 23:57:59] d2.evaluation.evaluator INFO: Inference done 399/625. Dataloading: 0.0025 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0518 s/iter. ETA=0:00:11 [11/02 23:58:04] d2.evaluation.evaluator INFO: Inference done 493/625. Dataloading: 0.0025 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0521 s/iter. ETA=0:00:06 [11/02 23:58:09] d2.evaluation.evaluator INFO: Inference done 590/625. Dataloading: 0.0025 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0521 s/iter. ETA=0:00:01 [11/02 23:58:11] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.605115 (0.052589 s / iter per device, on 8 devices) [11/02 23:58:11] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048996 s / iter per device, on 8 devices) [11/02 23:58:19] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/02 23:58:19] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/02 23:58:21] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/02 23:58:25] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/02 23:58:40] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 15.12 seconds. [11/02 23:58:40] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/02 23:58:42] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.44 seconds. [11/02 23:58:42] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 40.090 | 59.159 | 42.726 | 23.140 | 43.068 | 55.365 | [11/02 23:58:42] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 51.800 | bicycle | 28.371 | car | 40.794 | | motorcycle | 41.350 | airplane | 64.155 | bus | 63.127 | | train | 58.555 | truck | 35.317 | boat | 24.658 | | traffic light | 24.892 | fire hydrant | 64.954 | stop sign | 66.319 | | parking meter | 44.911 | bench | 24.253 | bird | 35.193 | | cat | 70.776 | dog | 63.031 | horse | 58.366 | | sheep | 48.789 | cow | 56.706 | elephant | 63.233 | | bear | 75.509 | zebra | 65.528 | giraffe | 66.844 | | backpack | 12.039 | umbrella | 34.299 | handbag | 11.815 | | tie | 29.970 | suitcase | 34.866 | frisbee | 67.007 | | skis | 23.273 | snowboard | 37.077 | sports ball | 46.789 | | kite | 44.495 | baseball bat | 29.213 | baseball glove | 37.045 | | skateboard | 51.647 | surfboard | 35.576 | tennis racket | 47.264 | | bottle | 33.809 | wine glass | 30.177 | cup | 38.004 | | fork | 28.839 | knife | 14.501 | spoon | 13.066 | | bowl | 41.268 | banana | 22.713 | apple | 18.412 | | sandwich | 35.363 | orange | 28.460 | broccoli | 21.593 | | carrot | 21.577 | hot dog | 33.190 | pizza | 52.432 | | donut | 41.810 | cake | 32.251 | chair | 23.136 | | couch | 43.840 | potted plant | 24.134 | bed | 48.790 | | dining table | 28.642 | toilet | 60.978 | tv | 54.597 | | laptop | 55.233 | mouse | 58.738 | remote | 26.781 | | keyboard | 49.432 | cell phone | 34.968 | microwave | 57.640 | | oven | 32.471 | toaster | 25.772 | sink | 34.204 | | refrigerator | 54.931 | book | 10.843 | clock | 49.650 | | vase | 35.542 | scissors | 34.155 | teddy bear | 44.337 | | hair drier | 9.584 | toothbrush | 21.498 | | | [11/02 23:58:43] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/02 23:58:43] d2.evaluation.testing INFO: copypaste: Task: bbox [11/02 23:58:43] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/02 23:58:43] d2.evaluation.testing INFO: copypaste: 40.0896,59.1594,42.7263,23.1402,43.0681,55.3646 [11/02 23:58:43] d2.utils.events INFO: eta: 1 day, 0:47:43 iter: 131939 total_loss: 6.167 loss_ce: 0.3092 loss_bbox: 0.2062 loss_giou: 0.3619 loss_ce_0: 0.5161 loss_bbox_0: 0.3487 loss_giou_0: 0.5301 loss_ce_1: 0.4088 loss_bbox_1: 0.2428 loss_giou_1: 0.4228 loss_ce_2: 0.3474 loss_bbox_2: 0.2149 loss_giou_2: 0.3795 loss_ce_3: 0.3148 loss_bbox_3: 0.209 loss_giou_3: 0.3701 loss_ce_4: 0.3116 loss_bbox_4: 0.2059 loss_giou_4: 0.3634 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/02 23:58:49] d2.utils.events INFO: eta: 1 day, 0:47:38 iter: 131959 total_loss: 5.997 loss_ce: 0.3218 loss_bbox: 0.194 loss_giou: 0.3537 loss_ce_0: 0.5216 loss_bbox_0: 0.3361 loss_giou_0: 0.5615 loss_ce_1: 0.4176 loss_bbox_1: 0.2302 loss_giou_1: 0.4022 loss_ce_2: 0.3601 loss_bbox_2: 0.2059 loss_giou_2: 0.372 loss_ce_3: 0.3227 loss_bbox_3: 0.2016 loss_giou_3: 0.3648 loss_ce_4: 0.3224 loss_bbox_4: 0.195 loss_giou_4: 0.3552 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/02 23:58:54] d2.utils.events INFO: eta: 1 day, 0:47:28 iter: 131979 total_loss: 6.226 loss_ce: 0.3325 loss_bbox: 0.1931 loss_giou: 0.3675 loss_ce_0: 0.5163 loss_bbox_0: 0.3401 loss_giou_0: 0.5766 loss_ce_1: 0.4221 loss_bbox_1: 0.2264 loss_giou_1: 0.4168 loss_ce_2: 0.3634 loss_bbox_2: 0.2026 loss_giou_2: 0.3875 loss_ce_3: 0.342 loss_bbox_3: 0.1984 loss_giou_3: 0.3734 loss_ce_4: 0.3309 loss_bbox_4: 0.1922 loss_giou_4: 0.3692 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:00] d2.utils.events INFO: eta: 1 day, 0:47:30 iter: 131999 total_loss: 6.308 loss_ce: 0.3538 loss_bbox: 0.1883 loss_giou: 0.3666 loss_ce_0: 0.5482 loss_bbox_0: 0.3318 loss_giou_0: 0.5769 loss_ce_1: 0.4446 loss_bbox_1: 0.2253 loss_giou_1: 0.4273 loss_ce_2: 0.3913 loss_bbox_2: 0.1981 loss_giou_2: 0.3849 loss_ce_3: 0.3733 loss_bbox_3: 0.1939 loss_giou_3: 0.3679 loss_ce_4: 0.3583 loss_bbox_4: 0.1872 loss_giou_4: 0.3691 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:06] d2.utils.events INFO: eta: 1 day, 0:48:11 iter: 132019 total_loss: 6.278 loss_ce: 0.3419 loss_bbox: 0.1885 loss_giou: 0.3751 loss_ce_0: 0.5281 loss_bbox_0: 0.3388 loss_giou_0: 0.5721 loss_ce_1: 0.4344 loss_bbox_1: 0.2169 loss_giou_1: 0.4308 loss_ce_2: 0.3702 loss_bbox_2: 0.1935 loss_giou_2: 0.3968 loss_ce_3: 0.3572 loss_bbox_3: 0.1848 loss_giou_3: 0.3791 loss_ce_4: 0.3472 loss_bbox_4: 0.1881 loss_giou_4: 0.3778 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:11] d2.utils.events INFO: eta: 1 day, 0:48:47 iter: 132039 total_loss: 5.904 loss_ce: 0.2988 loss_bbox: 0.1895 loss_giou: 0.3516 loss_ce_0: 0.5046 loss_bbox_0: 0.3286 loss_giou_0: 0.5453 loss_ce_1: 0.4085 loss_bbox_1: 0.2308 loss_giou_1: 0.4116 loss_ce_2: 0.3489 loss_bbox_2: 0.2044 loss_giou_2: 0.3763 loss_ce_3: 0.3205 loss_bbox_3: 0.199 loss_giou_3: 0.3645 loss_ce_4: 0.3034 loss_bbox_4: 0.1941 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:17] d2.utils.events INFO: eta: 1 day, 0:48:56 iter: 132059 total_loss: 6.005 loss_ce: 0.3327 loss_bbox: 0.2022 loss_giou: 0.335 loss_ce_0: 0.514 loss_bbox_0: 0.3367 loss_giou_0: 0.5284 loss_ce_1: 0.434 loss_bbox_1: 0.2386 loss_giou_1: 0.3965 loss_ce_2: 0.3564 loss_bbox_2: 0.2205 loss_giou_2: 0.3669 loss_ce_3: 0.3326 loss_bbox_3: 0.2099 loss_giou_3: 0.3448 loss_ce_4: 0.3338 loss_bbox_4: 0.2032 loss_giou_4: 0.3376 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:23] d2.utils.events INFO: eta: 1 day, 0:49:14 iter: 132079 total_loss: 6.139 loss_ce: 0.339 loss_bbox: 0.1985 loss_giou: 0.3664 loss_ce_0: 0.5304 loss_bbox_0: 0.3392 loss_giou_0: 0.5533 loss_ce_1: 0.4353 loss_bbox_1: 0.2381 loss_giou_1: 0.414 loss_ce_2: 0.3748 loss_bbox_2: 0.2123 loss_giou_2: 0.3814 loss_ce_3: 0.3453 loss_bbox_3: 0.2037 loss_giou_3: 0.3728 loss_ce_4: 0.3397 loss_bbox_4: 0.1966 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:29] d2.utils.events INFO: eta: 1 day, 0:48:52 iter: 132099 total_loss: 5.903 loss_ce: 0.3234 loss_bbox: 0.1933 loss_giou: 0.3511 loss_ce_0: 0.5092 loss_bbox_0: 0.338 loss_giou_0: 0.5363 loss_ce_1: 0.4132 loss_bbox_1: 0.2314 loss_giou_1: 0.4027 loss_ce_2: 0.3489 loss_bbox_2: 0.212 loss_giou_2: 0.3682 loss_ce_3: 0.3258 loss_bbox_3: 0.2097 loss_giou_3: 0.355 loss_ce_4: 0.3261 loss_bbox_4: 0.2028 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:34] d2.utils.events INFO: eta: 1 day, 0:48:48 iter: 132119 total_loss: 6.278 loss_ce: 0.3339 loss_bbox: 0.2038 loss_giou: 0.3597 loss_ce_0: 0.5465 loss_bbox_0: 0.3506 loss_giou_0: 0.532 loss_ce_1: 0.4432 loss_bbox_1: 0.2459 loss_giou_1: 0.3969 loss_ce_2: 0.3845 loss_bbox_2: 0.2197 loss_giou_2: 0.3716 loss_ce_3: 0.3467 loss_bbox_3: 0.2104 loss_giou_3: 0.3605 loss_ce_4: 0.3328 loss_bbox_4: 0.206 loss_giou_4: 0.3607 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:40] d2.utils.events INFO: eta: 1 day, 0:48:31 iter: 132139 total_loss: 6.335 loss_ce: 0.331 loss_bbox: 0.1969 loss_giou: 0.363 loss_ce_0: 0.5198 loss_bbox_0: 0.3236 loss_giou_0: 0.5554 loss_ce_1: 0.4231 loss_bbox_1: 0.2242 loss_giou_1: 0.4057 loss_ce_2: 0.376 loss_bbox_2: 0.2127 loss_giou_2: 0.3732 loss_ce_3: 0.351 loss_bbox_3: 0.1995 loss_giou_3: 0.3672 loss_ce_4: 0.3379 loss_bbox_4: 0.1964 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:46] d2.utils.events INFO: eta: 1 day, 0:48:15 iter: 132159 total_loss: 6.067 loss_ce: 0.3313 loss_bbox: 0.1842 loss_giou: 0.3589 loss_ce_0: 0.5321 loss_bbox_0: 0.3179 loss_giou_0: 0.5537 loss_ce_1: 0.4278 loss_bbox_1: 0.2228 loss_giou_1: 0.4164 loss_ce_2: 0.3692 loss_bbox_2: 0.1981 loss_giou_2: 0.3821 loss_ce_3: 0.341 loss_bbox_3: 0.1919 loss_giou_3: 0.3717 loss_ce_4: 0.3336 loss_bbox_4: 0.1887 loss_giou_4: 0.3635 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:51] d2.utils.events INFO: eta: 1 day, 0:47:37 iter: 132179 total_loss: 6.282 loss_ce: 0.3346 loss_bbox: 0.2039 loss_giou: 0.3778 loss_ce_0: 0.5347 loss_bbox_0: 0.3515 loss_giou_0: 0.5598 loss_ce_1: 0.4276 loss_bbox_1: 0.2358 loss_giou_1: 0.4334 loss_ce_2: 0.3635 loss_bbox_2: 0.2142 loss_giou_2: 0.3973 loss_ce_3: 0.3404 loss_bbox_3: 0.2082 loss_giou_3: 0.3875 loss_ce_4: 0.3393 loss_bbox_4: 0.2055 loss_giou_4: 0.378 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/02 23:59:57] d2.utils.events INFO: eta: 1 day, 0:47:46 iter: 132199 total_loss: 6.128 loss_ce: 0.333 loss_bbox: 0.2048 loss_giou: 0.3548 loss_ce_0: 0.5192 loss_bbox_0: 0.3283 loss_giou_0: 0.5355 loss_ce_1: 0.4261 loss_bbox_1: 0.2384 loss_giou_1: 0.3954 loss_ce_2: 0.3665 loss_bbox_2: 0.2216 loss_giou_2: 0.3761 loss_ce_3: 0.3423 loss_bbox_3: 0.2146 loss_giou_3: 0.3599 loss_ce_4: 0.3329 loss_bbox_4: 0.2057 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:03] d2.utils.events INFO: eta: 1 day, 0:47:58 iter: 132219 total_loss: 6.044 loss_ce: 0.3153 loss_bbox: 0.1976 loss_giou: 0.3546 loss_ce_0: 0.5126 loss_bbox_0: 0.3473 loss_giou_0: 0.5341 loss_ce_1: 0.4154 loss_bbox_1: 0.2315 loss_giou_1: 0.3964 loss_ce_2: 0.354 loss_bbox_2: 0.2035 loss_giou_2: 0.3695 loss_ce_3: 0.3198 loss_bbox_3: 0.203 loss_giou_3: 0.3613 loss_ce_4: 0.3123 loss_bbox_4: 0.2009 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:08] d2.utils.events INFO: eta: 1 day, 0:47:52 iter: 132239 total_loss: 6.011 loss_ce: 0.3077 loss_bbox: 0.1934 loss_giou: 0.3674 loss_ce_0: 0.5079 loss_bbox_0: 0.3126 loss_giou_0: 0.5518 loss_ce_1: 0.4205 loss_bbox_1: 0.2196 loss_giou_1: 0.421 loss_ce_2: 0.3511 loss_bbox_2: 0.204 loss_giou_2: 0.3916 loss_ce_3: 0.3192 loss_bbox_3: 0.1983 loss_giou_3: 0.3779 loss_ce_4: 0.3057 loss_bbox_4: 0.1944 loss_giou_4: 0.3659 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:14] d2.utils.events INFO: eta: 1 day, 0:47:29 iter: 132259 total_loss: 6.041 loss_ce: 0.3346 loss_bbox: 0.1998 loss_giou: 0.3368 loss_ce_0: 0.512 loss_bbox_0: 0.3393 loss_giou_0: 0.5349 loss_ce_1: 0.419 loss_bbox_1: 0.2427 loss_giou_1: 0.3832 loss_ce_2: 0.3589 loss_bbox_2: 0.2159 loss_giou_2: 0.3513 loss_ce_3: 0.3395 loss_bbox_3: 0.2083 loss_giou_3: 0.3433 loss_ce_4: 0.33 loss_bbox_4: 0.2073 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:20] d2.utils.events INFO: eta: 1 day, 0:46:56 iter: 132279 total_loss: 5.944 loss_ce: 0.3115 loss_bbox: 0.1859 loss_giou: 0.3521 loss_ce_0: 0.5105 loss_bbox_0: 0.317 loss_giou_0: 0.5333 loss_ce_1: 0.407 loss_bbox_1: 0.2215 loss_giou_1: 0.3979 loss_ce_2: 0.345 loss_bbox_2: 0.2022 loss_giou_2: 0.3662 loss_ce_3: 0.3114 loss_bbox_3: 0.1963 loss_giou_3: 0.3609 loss_ce_4: 0.3127 loss_bbox_4: 0.1877 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:25] d2.utils.events INFO: eta: 1 day, 0:46:06 iter: 132299 total_loss: 6.164 loss_ce: 0.3422 loss_bbox: 0.197 loss_giou: 0.3682 loss_ce_0: 0.534 loss_bbox_0: 0.3327 loss_giou_0: 0.5442 loss_ce_1: 0.435 loss_bbox_1: 0.2314 loss_giou_1: 0.4194 loss_ce_2: 0.373 loss_bbox_2: 0.2142 loss_giou_2: 0.3838 loss_ce_3: 0.3528 loss_bbox_3: 0.2054 loss_giou_3: 0.3698 loss_ce_4: 0.3396 loss_bbox_4: 0.201 loss_giou_4: 0.3704 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:31] d2.utils.events INFO: eta: 1 day, 0:46:09 iter: 132319 total_loss: 5.837 loss_ce: 0.2939 loss_bbox: 0.1863 loss_giou: 0.3506 loss_ce_0: 0.5003 loss_bbox_0: 0.3191 loss_giou_0: 0.5353 loss_ce_1: 0.3907 loss_bbox_1: 0.2222 loss_giou_1: 0.3909 loss_ce_2: 0.3356 loss_bbox_2: 0.2051 loss_giou_2: 0.364 loss_ce_3: 0.3023 loss_bbox_3: 0.1921 loss_giou_3: 0.3579 loss_ce_4: 0.2966 loss_bbox_4: 0.1879 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:37] d2.utils.events INFO: eta: 1 day, 0:46:05 iter: 132339 total_loss: 5.975 loss_ce: 0.3326 loss_bbox: 0.1898 loss_giou: 0.3538 loss_ce_0: 0.5136 loss_bbox_0: 0.3229 loss_giou_0: 0.5551 loss_ce_1: 0.4269 loss_bbox_1: 0.224 loss_giou_1: 0.4077 loss_ce_2: 0.3669 loss_bbox_2: 0.2095 loss_giou_2: 0.378 loss_ce_3: 0.344 loss_bbox_3: 0.1951 loss_giou_3: 0.3688 loss_ce_4: 0.3272 loss_bbox_4: 0.1887 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:42] d2.utils.events INFO: eta: 1 day, 0:45:52 iter: 132359 total_loss: 6.127 loss_ce: 0.3123 loss_bbox: 0.2075 loss_giou: 0.3692 loss_ce_0: 0.5318 loss_bbox_0: 0.3429 loss_giou_0: 0.5453 loss_ce_1: 0.4378 loss_bbox_1: 0.2347 loss_giou_1: 0.4083 loss_ce_2: 0.3692 loss_bbox_2: 0.2175 loss_giou_2: 0.3788 loss_ce_3: 0.3365 loss_bbox_3: 0.2105 loss_giou_3: 0.3643 loss_ce_4: 0.3151 loss_bbox_4: 0.2056 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:48] d2.utils.events INFO: eta: 1 day, 0:45:56 iter: 132379 total_loss: 5.837 loss_ce: 0.2993 loss_bbox: 0.1809 loss_giou: 0.3401 loss_ce_0: 0.4965 loss_bbox_0: 0.312 loss_giou_0: 0.5406 loss_ce_1: 0.4002 loss_bbox_1: 0.2064 loss_giou_1: 0.397 loss_ce_2: 0.3333 loss_bbox_2: 0.1938 loss_giou_2: 0.3599 loss_ce_3: 0.3162 loss_bbox_3: 0.1871 loss_giou_3: 0.3523 loss_ce_4: 0.2984 loss_bbox_4: 0.1828 loss_giou_4: 0.3413 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:54] d2.utils.events INFO: eta: 1 day, 0:46:13 iter: 132399 total_loss: 5.904 loss_ce: 0.3412 loss_bbox: 0.191 loss_giou: 0.3204 loss_ce_0: 0.5324 loss_bbox_0: 0.3409 loss_giou_0: 0.5139 loss_ce_1: 0.4335 loss_bbox_1: 0.223 loss_giou_1: 0.3699 loss_ce_2: 0.3569 loss_bbox_2: 0.2001 loss_giou_2: 0.3375 loss_ce_3: 0.3453 loss_bbox_3: 0.1966 loss_giou_3: 0.3273 loss_ce_4: 0.3437 loss_bbox_4: 0.1963 loss_giou_4: 0.3225 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 00:00:59] d2.utils.events INFO: eta: 1 day, 0:46:14 iter: 132419 total_loss: 6.202 loss_ce: 0.3282 loss_bbox: 0.202 loss_giou: 0.3656 loss_ce_0: 0.5317 loss_bbox_0: 0.3484 loss_giou_0: 0.5562 loss_ce_1: 0.435 loss_bbox_1: 0.2401 loss_giou_1: 0.42 loss_ce_2: 0.3699 loss_bbox_2: 0.2179 loss_giou_2: 0.3873 loss_ce_3: 0.3368 loss_bbox_3: 0.2096 loss_giou_3: 0.3797 loss_ce_4: 0.3246 loss_bbox_4: 0.2005 loss_giou_4: 0.3749 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:05] d2.utils.events INFO: eta: 1 day, 0:46:02 iter: 132439 total_loss: 6.132 loss_ce: 0.3187 loss_bbox: 0.1999 loss_giou: 0.351 loss_ce_0: 0.5125 loss_bbox_0: 0.3331 loss_giou_0: 0.5515 loss_ce_1: 0.4083 loss_bbox_1: 0.231 loss_giou_1: 0.4105 loss_ce_2: 0.3517 loss_bbox_2: 0.2149 loss_giou_2: 0.381 loss_ce_3: 0.3249 loss_bbox_3: 0.2079 loss_giou_3: 0.3643 loss_ce_4: 0.3144 loss_bbox_4: 0.201 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:11] d2.utils.events INFO: eta: 1 day, 0:45:50 iter: 132459 total_loss: 6.005 loss_ce: 0.3106 loss_bbox: 0.1912 loss_giou: 0.3505 loss_ce_0: 0.5191 loss_bbox_0: 0.3158 loss_giou_0: 0.5339 loss_ce_1: 0.4087 loss_bbox_1: 0.2144 loss_giou_1: 0.3925 loss_ce_2: 0.3604 loss_bbox_2: 0.1968 loss_giou_2: 0.366 loss_ce_3: 0.3095 loss_bbox_3: 0.1928 loss_giou_3: 0.355 loss_ce_4: 0.3061 loss_bbox_4: 0.1883 loss_giou_4: 0.3506 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:17] d2.utils.events INFO: eta: 1 day, 0:45:28 iter: 132479 total_loss: 6.122 loss_ce: 0.3293 loss_bbox: 0.2004 loss_giou: 0.3657 loss_ce_0: 0.5137 loss_bbox_0: 0.3309 loss_giou_0: 0.5502 loss_ce_1: 0.4069 loss_bbox_1: 0.2346 loss_giou_1: 0.4141 loss_ce_2: 0.3609 loss_bbox_2: 0.2085 loss_giou_2: 0.3859 loss_ce_3: 0.3362 loss_bbox_3: 0.2043 loss_giou_3: 0.3706 loss_ce_4: 0.331 loss_bbox_4: 0.2041 loss_giou_4: 0.3661 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:22] d2.utils.events INFO: eta: 1 day, 0:45:39 iter: 132499 total_loss: 6.019 loss_ce: 0.3241 loss_bbox: 0.195 loss_giou: 0.3389 loss_ce_0: 0.5395 loss_bbox_0: 0.3586 loss_giou_0: 0.5112 loss_ce_1: 0.4346 loss_bbox_1: 0.2473 loss_giou_1: 0.3884 loss_ce_2: 0.3761 loss_bbox_2: 0.2151 loss_giou_2: 0.3583 loss_ce_3: 0.3346 loss_bbox_3: 0.2034 loss_giou_3: 0.3454 loss_ce_4: 0.3294 loss_bbox_4: 0.1963 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:28] d2.utils.events INFO: eta: 1 day, 0:46:01 iter: 132519 total_loss: 5.899 loss_ce: 0.2999 loss_bbox: 0.1747 loss_giou: 0.3536 loss_ce_0: 0.4974 loss_bbox_0: 0.3092 loss_giou_0: 0.5606 loss_ce_1: 0.407 loss_bbox_1: 0.2166 loss_giou_1: 0.4246 loss_ce_2: 0.3441 loss_bbox_2: 0.1859 loss_giou_2: 0.383 loss_ce_3: 0.3164 loss_bbox_3: 0.1871 loss_giou_3: 0.3713 loss_ce_4: 0.3044 loss_bbox_4: 0.1745 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:34] d2.utils.events INFO: eta: 1 day, 0:45:52 iter: 132539 total_loss: 6.232 loss_ce: 0.3375 loss_bbox: 0.201 loss_giou: 0.3497 loss_ce_0: 0.5368 loss_bbox_0: 0.3328 loss_giou_0: 0.5205 loss_ce_1: 0.438 loss_bbox_1: 0.2388 loss_giou_1: 0.3906 loss_ce_2: 0.372 loss_bbox_2: 0.2148 loss_giou_2: 0.3633 loss_ce_3: 0.3542 loss_bbox_3: 0.2036 loss_giou_3: 0.3593 loss_ce_4: 0.33 loss_bbox_4: 0.1969 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:39] d2.utils.events INFO: eta: 1 day, 0:45:38 iter: 132559 total_loss: 6.216 loss_ce: 0.3411 loss_bbox: 0.2085 loss_giou: 0.3487 loss_ce_0: 0.5424 loss_bbox_0: 0.335 loss_giou_0: 0.523 loss_ce_1: 0.4272 loss_bbox_1: 0.2435 loss_giou_1: 0.3964 loss_ce_2: 0.3699 loss_bbox_2: 0.2233 loss_giou_2: 0.3635 loss_ce_3: 0.3503 loss_bbox_3: 0.2156 loss_giou_3: 0.3533 loss_ce_4: 0.3388 loss_bbox_4: 0.2107 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:45] d2.utils.events INFO: eta: 1 day, 0:46:00 iter: 132579 total_loss: 5.927 loss_ce: 0.3185 loss_bbox: 0.2095 loss_giou: 0.3387 loss_ce_0: 0.5139 loss_bbox_0: 0.3322 loss_giou_0: 0.5277 loss_ce_1: 0.405 loss_bbox_1: 0.2432 loss_giou_1: 0.3944 loss_ce_2: 0.354 loss_bbox_2: 0.2234 loss_giou_2: 0.3581 loss_ce_3: 0.3287 loss_bbox_3: 0.2237 loss_giou_3: 0.3476 loss_ce_4: 0.3171 loss_bbox_4: 0.2162 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:50] d2.utils.events INFO: eta: 1 day, 0:46:04 iter: 132599 total_loss: 6.078 loss_ce: 0.3333 loss_bbox: 0.2185 loss_giou: 0.34 loss_ce_0: 0.5262 loss_bbox_0: 0.3307 loss_giou_0: 0.5185 loss_ce_1: 0.4376 loss_bbox_1: 0.2463 loss_giou_1: 0.3946 loss_ce_2: 0.3735 loss_bbox_2: 0.2266 loss_giou_2: 0.3589 loss_ce_3: 0.3366 loss_bbox_3: 0.2254 loss_giou_3: 0.3469 loss_ce_4: 0.3316 loss_bbox_4: 0.2247 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:01:56] d2.utils.events INFO: eta: 1 day, 0:46:10 iter: 132619 total_loss: 6.368 loss_ce: 0.336 loss_bbox: 0.2059 loss_giou: 0.3802 loss_ce_0: 0.5446 loss_bbox_0: 0.331 loss_giou_0: 0.5733 loss_ce_1: 0.4399 loss_bbox_1: 0.2331 loss_giou_1: 0.4326 loss_ce_2: 0.3778 loss_bbox_2: 0.2125 loss_giou_2: 0.4005 loss_ce_3: 0.3493 loss_bbox_3: 0.2047 loss_giou_3: 0.3898 loss_ce_4: 0.3448 loss_bbox_4: 0.2017 loss_giou_4: 0.3872 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:02] d2.utils.events INFO: eta: 1 day, 0:46:10 iter: 132639 total_loss: 6.091 loss_ce: 0.3266 loss_bbox: 0.1969 loss_giou: 0.361 loss_ce_0: 0.5265 loss_bbox_0: 0.3444 loss_giou_0: 0.5608 loss_ce_1: 0.4199 loss_bbox_1: 0.2411 loss_giou_1: 0.4153 loss_ce_2: 0.3632 loss_bbox_2: 0.2135 loss_giou_2: 0.3816 loss_ce_3: 0.3306 loss_bbox_3: 0.2078 loss_giou_3: 0.3732 loss_ce_4: 0.3282 loss_bbox_4: 0.2084 loss_giou_4: 0.3681 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:08] d2.utils.events INFO: eta: 1 day, 0:46:04 iter: 132659 total_loss: 5.773 loss_ce: 0.3187 loss_bbox: 0.1945 loss_giou: 0.3517 loss_ce_0: 0.5053 loss_bbox_0: 0.3353 loss_giou_0: 0.5051 loss_ce_1: 0.4025 loss_bbox_1: 0.2347 loss_giou_1: 0.3842 loss_ce_2: 0.353 loss_bbox_2: 0.2125 loss_giou_2: 0.3602 loss_ce_3: 0.3269 loss_bbox_3: 0.2089 loss_giou_3: 0.357 loss_ce_4: 0.3158 loss_bbox_4: 0.2042 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:13] d2.utils.events INFO: eta: 1 day, 0:46:07 iter: 132679 total_loss: 6.144 loss_ce: 0.3427 loss_bbox: 0.2053 loss_giou: 0.3445 loss_ce_0: 0.5418 loss_bbox_0: 0.3485 loss_giou_0: 0.5267 loss_ce_1: 0.4219 loss_bbox_1: 0.243 loss_giou_1: 0.4004 loss_ce_2: 0.3608 loss_bbox_2: 0.2189 loss_giou_2: 0.3636 loss_ce_3: 0.3404 loss_bbox_3: 0.2059 loss_giou_3: 0.3567 loss_ce_4: 0.3384 loss_bbox_4: 0.2031 loss_giou_4: 0.3465 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:19] d2.utils.events INFO: eta: 1 day, 0:46:12 iter: 132699 total_loss: 6.013 loss_ce: 0.331 loss_bbox: 0.19 loss_giou: 0.3421 loss_ce_0: 0.5239 loss_bbox_0: 0.3166 loss_giou_0: 0.5493 loss_ce_1: 0.4306 loss_bbox_1: 0.2197 loss_giou_1: 0.3891 loss_ce_2: 0.3524 loss_bbox_2: 0.2081 loss_giou_2: 0.3649 loss_ce_3: 0.3329 loss_bbox_3: 0.1936 loss_giou_3: 0.3506 loss_ce_4: 0.3252 loss_bbox_4: 0.1903 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:25] d2.utils.events INFO: eta: 1 day, 0:46:24 iter: 132719 total_loss: 6.373 loss_ce: 0.3476 loss_bbox: 0.2057 loss_giou: 0.3782 loss_ce_0: 0.5553 loss_bbox_0: 0.3314 loss_giou_0: 0.5669 loss_ce_1: 0.4414 loss_bbox_1: 0.2301 loss_giou_1: 0.4222 loss_ce_2: 0.3949 loss_bbox_2: 0.2177 loss_giou_2: 0.3922 loss_ce_3: 0.3587 loss_bbox_3: 0.207 loss_giou_3: 0.3868 loss_ce_4: 0.3455 loss_bbox_4: 0.2061 loss_giou_4: 0.3794 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:30] d2.utils.events INFO: eta: 1 day, 0:46:51 iter: 132739 total_loss: 5.976 loss_ce: 0.3254 loss_bbox: 0.2011 loss_giou: 0.3366 loss_ce_0: 0.5255 loss_bbox_0: 0.3339 loss_giou_0: 0.5219 loss_ce_1: 0.4299 loss_bbox_1: 0.2326 loss_giou_1: 0.3818 loss_ce_2: 0.3505 loss_bbox_2: 0.2171 loss_giou_2: 0.3564 loss_ce_3: 0.3342 loss_bbox_3: 0.2075 loss_giou_3: 0.3469 loss_ce_4: 0.3251 loss_bbox_4: 0.2047 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:36] d2.utils.events INFO: eta: 1 day, 0:46:55 iter: 132759 total_loss: 5.842 loss_ce: 0.3101 loss_bbox: 0.1907 loss_giou: 0.3465 loss_ce_0: 0.5087 loss_bbox_0: 0.3188 loss_giou_0: 0.531 loss_ce_1: 0.4262 loss_bbox_1: 0.2294 loss_giou_1: 0.3908 loss_ce_2: 0.3536 loss_bbox_2: 0.2038 loss_giou_2: 0.3618 loss_ce_3: 0.3169 loss_bbox_3: 0.1991 loss_giou_3: 0.3555 loss_ce_4: 0.3009 loss_bbox_4: 0.1934 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:42] d2.utils.events INFO: eta: 1 day, 0:46:55 iter: 132779 total_loss: 5.84 loss_ce: 0.3192 loss_bbox: 0.1936 loss_giou: 0.3451 loss_ce_0: 0.5 loss_bbox_0: 0.3215 loss_giou_0: 0.5317 loss_ce_1: 0.4096 loss_bbox_1: 0.2177 loss_giou_1: 0.4029 loss_ce_2: 0.3502 loss_bbox_2: 0.2051 loss_giou_2: 0.3662 loss_ce_3: 0.3193 loss_bbox_3: 0.1984 loss_giou_3: 0.3532 loss_ce_4: 0.3142 loss_bbox_4: 0.1956 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0175 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:47] d2.utils.events INFO: eta: 1 day, 0:47:12 iter: 132799 total_loss: 5.983 loss_ce: 0.339 loss_bbox: 0.1892 loss_giou: 0.3435 loss_ce_0: 0.5264 loss_bbox_0: 0.3398 loss_giou_0: 0.5419 loss_ce_1: 0.424 loss_bbox_1: 0.2335 loss_giou_1: 0.3964 loss_ce_2: 0.3691 loss_bbox_2: 0.2047 loss_giou_2: 0.357 loss_ce_3: 0.3419 loss_bbox_3: 0.1979 loss_giou_3: 0.3524 loss_ce_4: 0.3297 loss_bbox_4: 0.1923 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:53] d2.utils.events INFO: eta: 1 day, 0:47:55 iter: 132819 total_loss: 6.216 loss_ce: 0.3189 loss_bbox: 0.2097 loss_giou: 0.3643 loss_ce_0: 0.5196 loss_bbox_0: 0.3432 loss_giou_0: 0.5648 loss_ce_1: 0.4153 loss_bbox_1: 0.2547 loss_giou_1: 0.4295 loss_ce_2: 0.3595 loss_bbox_2: 0.2264 loss_giou_2: 0.3977 loss_ce_3: 0.3271 loss_bbox_3: 0.2204 loss_giou_3: 0.3782 loss_ce_4: 0.3231 loss_bbox_4: 0.2127 loss_giou_4: 0.3644 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 00:02:59] d2.utils.events INFO: eta: 1 day, 0:47:34 iter: 132839 total_loss: 6.186 loss_ce: 0.3219 loss_bbox: 0.1943 loss_giou: 0.3575 loss_ce_0: 0.5242 loss_bbox_0: 0.3388 loss_giou_0: 0.5154 loss_ce_1: 0.4267 loss_bbox_1: 0.2276 loss_giou_1: 0.3968 loss_ce_2: 0.3676 loss_bbox_2: 0.2122 loss_giou_2: 0.3713 loss_ce_3: 0.337 loss_bbox_3: 0.208 loss_giou_3: 0.3676 loss_ce_4: 0.3237 loss_bbox_4: 0.1969 loss_giou_4: 0.3679 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:05] d2.utils.events INFO: eta: 1 day, 0:46:37 iter: 132859 total_loss: 6.203 loss_ce: 0.3511 loss_bbox: 0.1999 loss_giou: 0.3393 loss_ce_0: 0.5342 loss_bbox_0: 0.3358 loss_giou_0: 0.5335 loss_ce_1: 0.4381 loss_bbox_1: 0.2272 loss_giou_1: 0.4007 loss_ce_2: 0.3749 loss_bbox_2: 0.2094 loss_giou_2: 0.36 loss_ce_3: 0.3557 loss_bbox_3: 0.2135 loss_giou_3: 0.3476 loss_ce_4: 0.34 loss_bbox_4: 0.1996 loss_giou_4: 0.3401 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:10] d2.utils.events INFO: eta: 1 day, 0:46:15 iter: 132879 total_loss: 6.141 loss_ce: 0.3403 loss_bbox: 0.1853 loss_giou: 0.3527 loss_ce_0: 0.5364 loss_bbox_0: 0.3368 loss_giou_0: 0.5422 loss_ce_1: 0.4397 loss_bbox_1: 0.2287 loss_giou_1: 0.4046 loss_ce_2: 0.3808 loss_bbox_2: 0.2059 loss_giou_2: 0.3699 loss_ce_3: 0.3429 loss_bbox_3: 0.196 loss_giou_3: 0.3555 loss_ce_4: 0.329 loss_bbox_4: 0.1911 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:16] d2.utils.events INFO: eta: 1 day, 0:46:15 iter: 132899 total_loss: 6.051 loss_ce: 0.3279 loss_bbox: 0.1866 loss_giou: 0.3389 loss_ce_0: 0.523 loss_bbox_0: 0.3376 loss_giou_0: 0.5221 loss_ce_1: 0.4329 loss_bbox_1: 0.2244 loss_giou_1: 0.3928 loss_ce_2: 0.3654 loss_bbox_2: 0.2022 loss_giou_2: 0.3676 loss_ce_3: 0.3386 loss_bbox_3: 0.1945 loss_giou_3: 0.3512 loss_ce_4: 0.3333 loss_bbox_4: 0.1899 loss_giou_4: 0.3389 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:22] d2.utils.events INFO: eta: 1 day, 0:45:41 iter: 132919 total_loss: 6.239 loss_ce: 0.3258 loss_bbox: 0.1961 loss_giou: 0.3577 loss_ce_0: 0.5405 loss_bbox_0: 0.3127 loss_giou_0: 0.5447 loss_ce_1: 0.4284 loss_bbox_1: 0.2173 loss_giou_1: 0.4053 loss_ce_2: 0.3746 loss_bbox_2: 0.2047 loss_giou_2: 0.3812 loss_ce_3: 0.3372 loss_bbox_3: 0.2063 loss_giou_3: 0.3722 loss_ce_4: 0.3327 loss_bbox_4: 0.1997 loss_giou_4: 0.3597 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:27] d2.utils.events INFO: eta: 1 day, 0:45:46 iter: 132939 total_loss: 6.26 loss_ce: 0.3251 loss_bbox: 0.2083 loss_giou: 0.3627 loss_ce_0: 0.5284 loss_bbox_0: 0.3473 loss_giou_0: 0.5476 loss_ce_1: 0.4178 loss_bbox_1: 0.245 loss_giou_1: 0.4021 loss_ce_2: 0.3656 loss_bbox_2: 0.2216 loss_giou_2: 0.3752 loss_ce_3: 0.3267 loss_bbox_3: 0.215 loss_giou_3: 0.3672 loss_ce_4: 0.3249 loss_bbox_4: 0.2093 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:33] d2.utils.events INFO: eta: 1 day, 0:46:22 iter: 132959 total_loss: 6.127 loss_ce: 0.3336 loss_bbox: 0.1986 loss_giou: 0.3557 loss_ce_0: 0.5473 loss_bbox_0: 0.3384 loss_giou_0: 0.5648 loss_ce_1: 0.433 loss_bbox_1: 0.222 loss_giou_1: 0.4099 loss_ce_2: 0.3862 loss_bbox_2: 0.2026 loss_giou_2: 0.3744 loss_ce_3: 0.3507 loss_bbox_3: 0.1995 loss_giou_3: 0.366 loss_ce_4: 0.3373 loss_bbox_4: 0.2017 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:39] d2.utils.events INFO: eta: 1 day, 0:46:32 iter: 132979 total_loss: 5.914 loss_ce: 0.3214 loss_bbox: 0.1946 loss_giou: 0.3256 loss_ce_0: 0.5258 loss_bbox_0: 0.3268 loss_giou_0: 0.5336 loss_ce_1: 0.4114 loss_bbox_1: 0.2215 loss_giou_1: 0.3718 loss_ce_2: 0.355 loss_bbox_2: 0.1992 loss_giou_2: 0.3378 loss_ce_3: 0.3341 loss_bbox_3: 0.1952 loss_giou_3: 0.3319 loss_ce_4: 0.3206 loss_bbox_4: 0.1958 loss_giou_4: 0.3248 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:44] d2.utils.events INFO: eta: 1 day, 0:45:41 iter: 132999 total_loss: 6.081 loss_ce: 0.3464 loss_bbox: 0.2025 loss_giou: 0.3504 loss_ce_0: 0.5289 loss_bbox_0: 0.3368 loss_giou_0: 0.5321 loss_ce_1: 0.4369 loss_bbox_1: 0.2379 loss_giou_1: 0.4076 loss_ce_2: 0.3901 loss_bbox_2: 0.2134 loss_giou_2: 0.362 loss_ce_3: 0.3649 loss_bbox_3: 0.2071 loss_giou_3: 0.3533 loss_ce_4: 0.3549 loss_bbox_4: 0.2047 loss_giou_4: 0.3513 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:50] d2.utils.events INFO: eta: 1 day, 0:45:28 iter: 133019 total_loss: 6.01 loss_ce: 0.3238 loss_bbox: 0.188 loss_giou: 0.3353 loss_ce_0: 0.5316 loss_bbox_0: 0.3253 loss_giou_0: 0.5134 loss_ce_1: 0.4298 loss_bbox_1: 0.2216 loss_giou_1: 0.3867 loss_ce_2: 0.3531 loss_bbox_2: 0.2005 loss_giou_2: 0.3543 loss_ce_3: 0.3287 loss_bbox_3: 0.1923 loss_giou_3: 0.3416 loss_ce_4: 0.3284 loss_bbox_4: 0.1914 loss_giou_4: 0.3373 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 00:03:56] d2.utils.events INFO: eta: 1 day, 0:45:01 iter: 133039 total_loss: 6.293 loss_ce: 0.3207 loss_bbox: 0.1974 loss_giou: 0.3622 loss_ce_0: 0.5312 loss_bbox_0: 0.3308 loss_giou_0: 0.5643 loss_ce_1: 0.4401 loss_bbox_1: 0.2263 loss_giou_1: 0.414 loss_ce_2: 0.3513 loss_bbox_2: 0.2076 loss_giou_2: 0.3817 loss_ce_3: 0.3246 loss_bbox_3: 0.2028 loss_giou_3: 0.3693 loss_ce_4: 0.3208 loss_bbox_4: 0.199 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:02] d2.utils.events INFO: eta: 1 day, 0:44:32 iter: 133059 total_loss: 6.021 loss_ce: 0.3144 loss_bbox: 0.1996 loss_giou: 0.3651 loss_ce_0: 0.5267 loss_bbox_0: 0.3377 loss_giou_0: 0.5514 loss_ce_1: 0.416 loss_bbox_1: 0.2326 loss_giou_1: 0.4082 loss_ce_2: 0.3462 loss_bbox_2: 0.2159 loss_giou_2: 0.388 loss_ce_3: 0.3212 loss_bbox_3: 0.2096 loss_giou_3: 0.3758 loss_ce_4: 0.3184 loss_bbox_4: 0.2041 loss_giou_4: 0.3678 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:07] d2.utils.events INFO: eta: 1 day, 0:44:08 iter: 133079 total_loss: 5.92 loss_ce: 0.3157 loss_bbox: 0.1959 loss_giou: 0.3505 loss_ce_0: 0.5089 loss_bbox_0: 0.3289 loss_giou_0: 0.5497 loss_ce_1: 0.4065 loss_bbox_1: 0.2324 loss_giou_1: 0.4102 loss_ce_2: 0.3474 loss_bbox_2: 0.21 loss_giou_2: 0.3794 loss_ce_3: 0.3172 loss_bbox_3: 0.2043 loss_giou_3: 0.3549 loss_ce_4: 0.3165 loss_bbox_4: 0.2022 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:13] d2.utils.events INFO: eta: 1 day, 0:44:17 iter: 133099 total_loss: 5.936 loss_ce: 0.3024 loss_bbox: 0.1903 loss_giou: 0.3502 loss_ce_0: 0.4992 loss_bbox_0: 0.3205 loss_giou_0: 0.5308 loss_ce_1: 0.4096 loss_bbox_1: 0.2267 loss_giou_1: 0.3988 loss_ce_2: 0.3375 loss_bbox_2: 0.2076 loss_giou_2: 0.371 loss_ce_3: 0.3102 loss_bbox_3: 0.2006 loss_giou_3: 0.3551 loss_ce_4: 0.3088 loss_bbox_4: 0.1923 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:19] d2.utils.events INFO: eta: 1 day, 0:44:16 iter: 133119 total_loss: 5.924 loss_ce: 0.3154 loss_bbox: 0.1746 loss_giou: 0.3204 loss_ce_0: 0.5115 loss_bbox_0: 0.3225 loss_giou_0: 0.5144 loss_ce_1: 0.4162 loss_bbox_1: 0.2198 loss_giou_1: 0.3801 loss_ce_2: 0.3557 loss_bbox_2: 0.1927 loss_giou_2: 0.3433 loss_ce_3: 0.3227 loss_bbox_3: 0.1836 loss_giou_3: 0.332 loss_ce_4: 0.3157 loss_bbox_4: 0.1782 loss_giou_4: 0.3223 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:24] d2.utils.events INFO: eta: 1 day, 0:44:09 iter: 133139 total_loss: 6.161 loss_ce: 0.3243 loss_bbox: 0.1891 loss_giou: 0.3699 loss_ce_0: 0.5136 loss_bbox_0: 0.3481 loss_giou_0: 0.5753 loss_ce_1: 0.419 loss_bbox_1: 0.2301 loss_giou_1: 0.4165 loss_ce_2: 0.3575 loss_bbox_2: 0.2093 loss_giou_2: 0.3842 loss_ce_3: 0.3329 loss_bbox_3: 0.2 loss_giou_3: 0.3747 loss_ce_4: 0.324 loss_bbox_4: 0.1948 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:30] d2.utils.events INFO: eta: 1 day, 0:44:10 iter: 133159 total_loss: 5.901 loss_ce: 0.3036 loss_bbox: 0.1858 loss_giou: 0.343 loss_ce_0: 0.5026 loss_bbox_0: 0.3187 loss_giou_0: 0.5084 loss_ce_1: 0.4142 loss_bbox_1: 0.2232 loss_giou_1: 0.3964 loss_ce_2: 0.3599 loss_bbox_2: 0.2067 loss_giou_2: 0.3637 loss_ce_3: 0.3151 loss_bbox_3: 0.1941 loss_giou_3: 0.354 loss_ce_4: 0.3013 loss_bbox_4: 0.1896 loss_giou_4: 0.3469 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:36] d2.utils.events INFO: eta: 1 day, 0:43:59 iter: 133179 total_loss: 5.849 loss_ce: 0.2928 loss_bbox: 0.1854 loss_giou: 0.3626 loss_ce_0: 0.5237 loss_bbox_0: 0.3198 loss_giou_0: 0.5621 loss_ce_1: 0.4203 loss_bbox_1: 0.2176 loss_giou_1: 0.4129 loss_ce_2: 0.3366 loss_bbox_2: 0.2022 loss_giou_2: 0.377 loss_ce_3: 0.3129 loss_bbox_3: 0.1913 loss_giou_3: 0.3713 loss_ce_4: 0.2969 loss_bbox_4: 0.1878 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:41] d2.utils.events INFO: eta: 1 day, 0:43:49 iter: 133199 total_loss: 5.957 loss_ce: 0.3082 loss_bbox: 0.2142 loss_giou: 0.3487 loss_ce_0: 0.5012 loss_bbox_0: 0.3378 loss_giou_0: 0.5208 loss_ce_1: 0.4106 loss_bbox_1: 0.244 loss_giou_1: 0.3936 loss_ce_2: 0.3501 loss_bbox_2: 0.2206 loss_giou_2: 0.3656 loss_ce_3: 0.3171 loss_bbox_3: 0.2173 loss_giou_3: 0.3604 loss_ce_4: 0.3072 loss_bbox_4: 0.2158 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:47] d2.utils.events INFO: eta: 1 day, 0:43:37 iter: 133219 total_loss: 6.039 loss_ce: 0.3292 loss_bbox: 0.1947 loss_giou: 0.3467 loss_ce_0: 0.5114 loss_bbox_0: 0.3276 loss_giou_0: 0.5527 loss_ce_1: 0.4293 loss_bbox_1: 0.2271 loss_giou_1: 0.3992 loss_ce_2: 0.3558 loss_bbox_2: 0.2049 loss_giou_2: 0.3713 loss_ce_3: 0.3262 loss_bbox_3: 0.1981 loss_giou_3: 0.3587 loss_ce_4: 0.3283 loss_bbox_4: 0.1966 loss_giou_4: 0.3501 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:53] d2.utils.events INFO: eta: 1 day, 0:43:25 iter: 133239 total_loss: 5.777 loss_ce: 0.313 loss_bbox: 0.177 loss_giou: 0.3527 loss_ce_0: 0.5173 loss_bbox_0: 0.3264 loss_giou_0: 0.5285 loss_ce_1: 0.4109 loss_bbox_1: 0.221 loss_giou_1: 0.3993 loss_ce_2: 0.3451 loss_bbox_2: 0.1949 loss_giou_2: 0.372 loss_ce_3: 0.3122 loss_bbox_3: 0.1816 loss_giou_3: 0.3651 loss_ce_4: 0.3096 loss_bbox_4: 0.1796 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 00:04:58] d2.utils.events INFO: eta: 1 day, 0:43:36 iter: 133259 total_loss: 6.047 loss_ce: 0.3091 loss_bbox: 0.1903 loss_giou: 0.3483 loss_ce_0: 0.5125 loss_bbox_0: 0.3331 loss_giou_0: 0.5645 loss_ce_1: 0.4064 loss_bbox_1: 0.2339 loss_giou_1: 0.4154 loss_ce_2: 0.3451 loss_bbox_2: 0.2105 loss_giou_2: 0.3845 loss_ce_3: 0.3165 loss_bbox_3: 0.1986 loss_giou_3: 0.3635 loss_ce_4: 0.3025 loss_bbox_4: 0.1927 loss_giou_4: 0.357 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:04] d2.utils.events INFO: eta: 1 day, 0:43:50 iter: 133279 total_loss: 6.062 loss_ce: 0.3094 loss_bbox: 0.1997 loss_giou: 0.3595 loss_ce_0: 0.5259 loss_bbox_0: 0.3276 loss_giou_0: 0.5367 loss_ce_1: 0.4178 loss_bbox_1: 0.2297 loss_giou_1: 0.404 loss_ce_2: 0.3485 loss_bbox_2: 0.2106 loss_giou_2: 0.3737 loss_ce_3: 0.3139 loss_bbox_3: 0.1995 loss_giou_3: 0.3739 loss_ce_4: 0.3007 loss_bbox_4: 0.1993 loss_giou_4: 0.3677 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:10] d2.utils.events INFO: eta: 1 day, 0:43:54 iter: 133299 total_loss: 6.233 loss_ce: 0.325 loss_bbox: 0.1941 loss_giou: 0.3514 loss_ce_0: 0.5292 loss_bbox_0: 0.3388 loss_giou_0: 0.5663 loss_ce_1: 0.4195 loss_bbox_1: 0.2348 loss_giou_1: 0.4067 loss_ce_2: 0.3508 loss_bbox_2: 0.2139 loss_giou_2: 0.3769 loss_ce_3: 0.3407 loss_bbox_3: 0.2024 loss_giou_3: 0.3589 loss_ce_4: 0.3289 loss_bbox_4: 0.1961 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:15] d2.utils.events INFO: eta: 1 day, 0:43:42 iter: 133319 total_loss: 5.826 loss_ce: 0.3082 loss_bbox: 0.1827 loss_giou: 0.3276 loss_ce_0: 0.5169 loss_bbox_0: 0.3206 loss_giou_0: 0.5422 loss_ce_1: 0.4034 loss_bbox_1: 0.2232 loss_giou_1: 0.3911 loss_ce_2: 0.3479 loss_bbox_2: 0.1994 loss_giou_2: 0.3599 loss_ce_3: 0.3163 loss_bbox_3: 0.1898 loss_giou_3: 0.347 loss_ce_4: 0.3118 loss_bbox_4: 0.1818 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:21] d2.utils.events INFO: eta: 1 day, 0:43:12 iter: 133339 total_loss: 5.737 loss_ce: 0.3085 loss_bbox: 0.1866 loss_giou: 0.323 loss_ce_0: 0.5205 loss_bbox_0: 0.3267 loss_giou_0: 0.5035 loss_ce_1: 0.4148 loss_bbox_1: 0.2244 loss_giou_1: 0.3741 loss_ce_2: 0.3481 loss_bbox_2: 0.1996 loss_giou_2: 0.3445 loss_ce_3: 0.3282 loss_bbox_3: 0.1919 loss_giou_3: 0.335 loss_ce_4: 0.3193 loss_bbox_4: 0.1866 loss_giou_4: 0.3243 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:27] d2.utils.events INFO: eta: 1 day, 0:43:14 iter: 133359 total_loss: 5.81 loss_ce: 0.3145 loss_bbox: 0.184 loss_giou: 0.3594 loss_ce_0: 0.5143 loss_bbox_0: 0.325 loss_giou_0: 0.5514 loss_ce_1: 0.4252 loss_bbox_1: 0.2149 loss_giou_1: 0.4081 loss_ce_2: 0.3571 loss_bbox_2: 0.1967 loss_giou_2: 0.3765 loss_ce_3: 0.3315 loss_bbox_3: 0.1916 loss_giou_3: 0.3699 loss_ce_4: 0.3179 loss_bbox_4: 0.1904 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:32] d2.utils.events INFO: eta: 1 day, 0:42:59 iter: 133379 total_loss: 5.844 loss_ce: 0.3058 loss_bbox: 0.1969 loss_giou: 0.3458 loss_ce_0: 0.5214 loss_bbox_0: 0.3349 loss_giou_0: 0.5221 loss_ce_1: 0.4186 loss_bbox_1: 0.2366 loss_giou_1: 0.3816 loss_ce_2: 0.357 loss_bbox_2: 0.2043 loss_giou_2: 0.3545 loss_ce_3: 0.3205 loss_bbox_3: 0.1938 loss_giou_3: 0.3454 loss_ce_4: 0.3064 loss_bbox_4: 0.1933 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:38] d2.utils.events INFO: eta: 1 day, 0:42:47 iter: 133399 total_loss: 5.885 loss_ce: 0.3102 loss_bbox: 0.1955 loss_giou: 0.3566 loss_ce_0: 0.5114 loss_bbox_0: 0.3239 loss_giou_0: 0.5383 loss_ce_1: 0.4122 loss_bbox_1: 0.2312 loss_giou_1: 0.4031 loss_ce_2: 0.3458 loss_bbox_2: 0.2051 loss_giou_2: 0.3778 loss_ce_3: 0.3146 loss_bbox_3: 0.2006 loss_giou_3: 0.3613 loss_ce_4: 0.3064 loss_bbox_4: 0.1986 loss_giou_4: 0.3556 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:44] d2.utils.events INFO: eta: 1 day, 0:42:41 iter: 133419 total_loss: 5.949 loss_ce: 0.3265 loss_bbox: 0.2025 loss_giou: 0.3391 loss_ce_0: 0.5275 loss_bbox_0: 0.3319 loss_giou_0: 0.5135 loss_ce_1: 0.4316 loss_bbox_1: 0.2331 loss_giou_1: 0.3779 loss_ce_2: 0.3637 loss_bbox_2: 0.213 loss_giou_2: 0.356 loss_ce_3: 0.3346 loss_bbox_3: 0.2092 loss_giou_3: 0.346 loss_ce_4: 0.3322 loss_bbox_4: 0.2036 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:49] d2.utils.events INFO: eta: 1 day, 0:42:58 iter: 133439 total_loss: 6.003 loss_ce: 0.3314 loss_bbox: 0.1897 loss_giou: 0.3559 loss_ce_0: 0.5322 loss_bbox_0: 0.3316 loss_giou_0: 0.5323 loss_ce_1: 0.4416 loss_bbox_1: 0.2216 loss_giou_1: 0.3879 loss_ce_2: 0.3697 loss_bbox_2: 0.1997 loss_giou_2: 0.3631 loss_ce_3: 0.3407 loss_bbox_3: 0.1926 loss_giou_3: 0.3577 loss_ce_4: 0.3386 loss_bbox_4: 0.1895 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:05:55] d2.utils.events INFO: eta: 1 day, 0:42:39 iter: 133459 total_loss: 6.101 loss_ce: 0.3326 loss_bbox: 0.1851 loss_giou: 0.334 loss_ce_0: 0.5234 loss_bbox_0: 0.3187 loss_giou_0: 0.535 loss_ce_1: 0.4228 loss_bbox_1: 0.2121 loss_giou_1: 0.3786 loss_ce_2: 0.3593 loss_bbox_2: 0.1969 loss_giou_2: 0.3574 loss_ce_3: 0.3333 loss_bbox_3: 0.199 loss_giou_3: 0.3461 loss_ce_4: 0.3298 loss_bbox_4: 0.19 loss_giou_4: 0.338 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:01] d2.utils.events INFO: eta: 1 day, 0:42:34 iter: 133479 total_loss: 5.931 loss_ce: 0.3179 loss_bbox: 0.1814 loss_giou: 0.3483 loss_ce_0: 0.5116 loss_bbox_0: 0.3138 loss_giou_0: 0.5347 loss_ce_1: 0.4139 loss_bbox_1: 0.2157 loss_giou_1: 0.3906 loss_ce_2: 0.344 loss_bbox_2: 0.1968 loss_giou_2: 0.3636 loss_ce_3: 0.3306 loss_bbox_3: 0.1915 loss_giou_3: 0.3463 loss_ce_4: 0.3088 loss_bbox_4: 0.1849 loss_giou_4: 0.3505 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:07] d2.utils.events INFO: eta: 1 day, 0:42:55 iter: 133499 total_loss: 5.924 loss_ce: 0.3143 loss_bbox: 0.1995 loss_giou: 0.3508 loss_ce_0: 0.5075 loss_bbox_0: 0.3122 loss_giou_0: 0.5291 loss_ce_1: 0.4021 loss_bbox_1: 0.2256 loss_giou_1: 0.4033 loss_ce_2: 0.3484 loss_bbox_2: 0.2112 loss_giou_2: 0.3791 loss_ce_3: 0.3141 loss_bbox_3: 0.1992 loss_giou_3: 0.3622 loss_ce_4: 0.3092 loss_bbox_4: 0.1982 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:12] d2.utils.events INFO: eta: 1 day, 0:42:49 iter: 133519 total_loss: 5.879 loss_ce: 0.3149 loss_bbox: 0.182 loss_giou: 0.3508 loss_ce_0: 0.5135 loss_bbox_0: 0.3175 loss_giou_0: 0.5457 loss_ce_1: 0.4129 loss_bbox_1: 0.2179 loss_giou_1: 0.4056 loss_ce_2: 0.3535 loss_bbox_2: 0.2016 loss_giou_2: 0.3728 loss_ce_3: 0.3154 loss_bbox_3: 0.1953 loss_giou_3: 0.3595 loss_ce_4: 0.3109 loss_bbox_4: 0.1861 loss_giou_4: 0.3496 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:18] d2.utils.events INFO: eta: 1 day, 0:42:23 iter: 133539 total_loss: 6.078 loss_ce: 0.3171 loss_bbox: 0.2005 loss_giou: 0.3817 loss_ce_0: 0.524 loss_bbox_0: 0.3444 loss_giou_0: 0.5991 loss_ce_1: 0.4147 loss_bbox_1: 0.2318 loss_giou_1: 0.4243 loss_ce_2: 0.3506 loss_bbox_2: 0.2118 loss_giou_2: 0.3997 loss_ce_3: 0.3189 loss_bbox_3: 0.2048 loss_giou_3: 0.3871 loss_ce_4: 0.3165 loss_bbox_4: 0.2004 loss_giou_4: 0.3832 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:24] d2.utils.events INFO: eta: 1 day, 0:41:41 iter: 133559 total_loss: 6 loss_ce: 0.315 loss_bbox: 0.195 loss_giou: 0.3494 loss_ce_0: 0.5298 loss_bbox_0: 0.336 loss_giou_0: 0.5245 loss_ce_1: 0.4247 loss_bbox_1: 0.232 loss_giou_1: 0.3888 loss_ce_2: 0.3591 loss_bbox_2: 0.2076 loss_giou_2: 0.3695 loss_ce_3: 0.3395 loss_bbox_3: 0.2068 loss_giou_3: 0.3549 loss_ce_4: 0.3198 loss_bbox_4: 0.1977 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:29] d2.utils.events INFO: eta: 1 day, 0:41:40 iter: 133579 total_loss: 6.168 loss_ce: 0.3298 loss_bbox: 0.2087 loss_giou: 0.3531 loss_ce_0: 0.5209 loss_bbox_0: 0.3478 loss_giou_0: 0.5354 loss_ce_1: 0.4433 loss_bbox_1: 0.2431 loss_giou_1: 0.417 loss_ce_2: 0.3547 loss_bbox_2: 0.2232 loss_giou_2: 0.3784 loss_ce_3: 0.3369 loss_bbox_3: 0.2135 loss_giou_3: 0.36 loss_ce_4: 0.3216 loss_bbox_4: 0.2114 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:35] d2.utils.events INFO: eta: 1 day, 0:41:29 iter: 133599 total_loss: 5.928 loss_ce: 0.3323 loss_bbox: 0.1907 loss_giou: 0.3365 loss_ce_0: 0.5293 loss_bbox_0: 0.3496 loss_giou_0: 0.5448 loss_ce_1: 0.43 loss_bbox_1: 0.2348 loss_giou_1: 0.4062 loss_ce_2: 0.3644 loss_bbox_2: 0.2055 loss_giou_2: 0.3702 loss_ce_3: 0.3373 loss_bbox_3: 0.1966 loss_giou_3: 0.3577 loss_ce_4: 0.3235 loss_bbox_4: 0.1928 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:41] d2.utils.events INFO: eta: 1 day, 0:41:15 iter: 133619 total_loss: 6.185 loss_ce: 0.3308 loss_bbox: 0.2035 loss_giou: 0.3409 loss_ce_0: 0.5283 loss_bbox_0: 0.344 loss_giou_0: 0.5165 loss_ce_1: 0.4343 loss_bbox_1: 0.2508 loss_giou_1: 0.3942 loss_ce_2: 0.3549 loss_bbox_2: 0.2236 loss_giou_2: 0.362 loss_ce_3: 0.3349 loss_bbox_3: 0.2123 loss_giou_3: 0.3482 loss_ce_4: 0.3336 loss_bbox_4: 0.2072 loss_giou_4: 0.3428 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:46] d2.utils.events INFO: eta: 1 day, 0:41:04 iter: 133639 total_loss: 6.006 loss_ce: 0.3253 loss_bbox: 0.1903 loss_giou: 0.3485 loss_ce_0: 0.5254 loss_bbox_0: 0.3316 loss_giou_0: 0.5374 loss_ce_1: 0.4229 loss_bbox_1: 0.2266 loss_giou_1: 0.3985 loss_ce_2: 0.3568 loss_bbox_2: 0.206 loss_giou_2: 0.3671 loss_ce_3: 0.3279 loss_bbox_3: 0.2013 loss_giou_3: 0.3519 loss_ce_4: 0.3269 loss_bbox_4: 0.1925 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:52] d2.utils.events INFO: eta: 1 day, 0:40:06 iter: 133659 total_loss: 5.856 loss_ce: 0.332 loss_bbox: 0.1994 loss_giou: 0.3321 loss_ce_0: 0.5065 loss_bbox_0: 0.3294 loss_giou_0: 0.5041 loss_ce_1: 0.4148 loss_bbox_1: 0.2324 loss_giou_1: 0.3763 loss_ce_2: 0.3379 loss_bbox_2: 0.212 loss_giou_2: 0.3497 loss_ce_3: 0.3329 loss_bbox_3: 0.2029 loss_giou_3: 0.3398 loss_ce_4: 0.3365 loss_bbox_4: 0.2 loss_giou_4: 0.335 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 00:06:58] d2.utils.events INFO: eta: 1 day, 0:40:31 iter: 133679 total_loss: 6.023 loss_ce: 0.3181 loss_bbox: 0.1985 loss_giou: 0.3565 loss_ce_0: 0.5197 loss_bbox_0: 0.3344 loss_giou_0: 0.5642 loss_ce_1: 0.4134 loss_bbox_1: 0.2256 loss_giou_1: 0.4225 loss_ce_2: 0.3479 loss_bbox_2: 0.2095 loss_giou_2: 0.3742 loss_ce_3: 0.3261 loss_bbox_3: 0.2036 loss_giou_3: 0.3687 loss_ce_4: 0.3196 loss_bbox_4: 0.1964 loss_giou_4: 0.3592 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:03] d2.utils.events INFO: eta: 1 day, 0:40:16 iter: 133699 total_loss: 6.162 loss_ce: 0.3344 loss_bbox: 0.2131 loss_giou: 0.3642 loss_ce_0: 0.5212 loss_bbox_0: 0.3311 loss_giou_0: 0.5669 loss_ce_1: 0.4286 loss_bbox_1: 0.2491 loss_giou_1: 0.4292 loss_ce_2: 0.3629 loss_bbox_2: 0.2302 loss_giou_2: 0.3877 loss_ce_3: 0.3462 loss_bbox_3: 0.2177 loss_giou_3: 0.3748 loss_ce_4: 0.3273 loss_bbox_4: 0.2146 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:09] d2.utils.events INFO: eta: 1 day, 0:39:35 iter: 133719 total_loss: 6.021 loss_ce: 0.3217 loss_bbox: 0.1968 loss_giou: 0.3549 loss_ce_0: 0.5395 loss_bbox_0: 0.335 loss_giou_0: 0.5202 loss_ce_1: 0.4237 loss_bbox_1: 0.2269 loss_giou_1: 0.4042 loss_ce_2: 0.3646 loss_bbox_2: 0.2035 loss_giou_2: 0.3732 loss_ce_3: 0.338 loss_bbox_3: 0.2059 loss_giou_3: 0.3609 loss_ce_4: 0.3198 loss_bbox_4: 0.2007 loss_giou_4: 0.3567 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:15] d2.utils.events INFO: eta: 1 day, 0:39:15 iter: 133739 total_loss: 5.968 loss_ce: 0.3186 loss_bbox: 0.1975 loss_giou: 0.3363 loss_ce_0: 0.5165 loss_bbox_0: 0.343 loss_giou_0: 0.5278 loss_ce_1: 0.4217 loss_bbox_1: 0.2374 loss_giou_1: 0.3859 loss_ce_2: 0.3631 loss_bbox_2: 0.2074 loss_giou_2: 0.3525 loss_ce_3: 0.3295 loss_bbox_3: 0.2027 loss_giou_3: 0.341 loss_ce_4: 0.3145 loss_bbox_4: 0.1971 loss_giou_4: 0.3377 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:20] d2.utils.events INFO: eta: 1 day, 0:39:09 iter: 133759 total_loss: 6.063 loss_ce: 0.3165 loss_bbox: 0.1987 loss_giou: 0.3634 loss_ce_0: 0.5304 loss_bbox_0: 0.3397 loss_giou_0: 0.5521 loss_ce_1: 0.4209 loss_bbox_1: 0.2378 loss_giou_1: 0.409 loss_ce_2: 0.3618 loss_bbox_2: 0.2146 loss_giou_2: 0.3818 loss_ce_3: 0.3411 loss_bbox_3: 0.2055 loss_giou_3: 0.3657 loss_ce_4: 0.3189 loss_bbox_4: 0.2034 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:26] d2.utils.events INFO: eta: 1 day, 0:38:44 iter: 133779 total_loss: 5.882 loss_ce: 0.3081 loss_bbox: 0.186 loss_giou: 0.3453 loss_ce_0: 0.5179 loss_bbox_0: 0.3329 loss_giou_0: 0.5419 loss_ce_1: 0.409 loss_bbox_1: 0.2287 loss_giou_1: 0.3984 loss_ce_2: 0.3485 loss_bbox_2: 0.2075 loss_giou_2: 0.3589 loss_ce_3: 0.3204 loss_bbox_3: 0.1942 loss_giou_3: 0.3502 loss_ce_4: 0.3073 loss_bbox_4: 0.186 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:32] d2.utils.events INFO: eta: 1 day, 0:38:02 iter: 133799 total_loss: 6.044 loss_ce: 0.3226 loss_bbox: 0.1995 loss_giou: 0.3503 loss_ce_0: 0.5142 loss_bbox_0: 0.338 loss_giou_0: 0.52 loss_ce_1: 0.4053 loss_bbox_1: 0.237 loss_giou_1: 0.4021 loss_ce_2: 0.3487 loss_bbox_2: 0.2129 loss_giou_2: 0.3723 loss_ce_3: 0.3192 loss_bbox_3: 0.2081 loss_giou_3: 0.3551 loss_ce_4: 0.3157 loss_bbox_4: 0.2015 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:37] d2.utils.events INFO: eta: 1 day, 0:37:54 iter: 133819 total_loss: 5.969 loss_ce: 0.3255 loss_bbox: 0.18 loss_giou: 0.3575 loss_ce_0: 0.5134 loss_bbox_0: 0.3094 loss_giou_0: 0.5423 loss_ce_1: 0.431 loss_bbox_1: 0.2149 loss_giou_1: 0.4066 loss_ce_2: 0.3575 loss_bbox_2: 0.1976 loss_giou_2: 0.3735 loss_ce_3: 0.3236 loss_bbox_3: 0.1892 loss_giou_3: 0.3595 loss_ce_4: 0.3198 loss_bbox_4: 0.1819 loss_giou_4: 0.3588 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:43] d2.utils.events INFO: eta: 1 day, 0:37:50 iter: 133839 total_loss: 5.951 loss_ce: 0.3373 loss_bbox: 0.1941 loss_giou: 0.3373 loss_ce_0: 0.5281 loss_bbox_0: 0.3384 loss_giou_0: 0.5333 loss_ce_1: 0.4251 loss_bbox_1: 0.2244 loss_giou_1: 0.3875 loss_ce_2: 0.3709 loss_bbox_2: 0.2074 loss_giou_2: 0.3573 loss_ce_3: 0.34 loss_bbox_3: 0.2019 loss_giou_3: 0.3459 loss_ce_4: 0.3324 loss_bbox_4: 0.196 loss_giou_4: 0.339 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:49] d2.utils.events INFO: eta: 1 day, 0:37:44 iter: 133859 total_loss: 6.026 loss_ce: 0.3379 loss_bbox: 0.2022 loss_giou: 0.3501 loss_ce_0: 0.5342 loss_bbox_0: 0.341 loss_giou_0: 0.5058 loss_ce_1: 0.4153 loss_bbox_1: 0.235 loss_giou_1: 0.4064 loss_ce_2: 0.3543 loss_bbox_2: 0.2149 loss_giou_2: 0.3683 loss_ce_3: 0.3448 loss_bbox_3: 0.2063 loss_giou_3: 0.3555 loss_ce_4: 0.3322 loss_bbox_4: 0.2067 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:07:54] d2.utils.events INFO: eta: 1 day, 0:37:38 iter: 133879 total_loss: 6.005 loss_ce: 0.3012 loss_bbox: 0.1961 loss_giou: 0.3615 loss_ce_0: 0.5146 loss_bbox_0: 0.333 loss_giou_0: 0.554 loss_ce_1: 0.3953 loss_bbox_1: 0.2355 loss_giou_1: 0.4169 loss_ce_2: 0.3335 loss_bbox_2: 0.2141 loss_giou_2: 0.3897 loss_ce_3: 0.308 loss_bbox_3: 0.2054 loss_giou_3: 0.3758 loss_ce_4: 0.3059 loss_bbox_4: 0.1983 loss_giou_4: 0.3699 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:00] d2.utils.events INFO: eta: 1 day, 0:37:34 iter: 133899 total_loss: 6.062 loss_ce: 0.3169 loss_bbox: 0.2029 loss_giou: 0.3433 loss_ce_0: 0.5315 loss_bbox_0: 0.3495 loss_giou_0: 0.5471 loss_ce_1: 0.4136 loss_bbox_1: 0.2431 loss_giou_1: 0.396 loss_ce_2: 0.3532 loss_bbox_2: 0.2229 loss_giou_2: 0.3599 loss_ce_3: 0.3273 loss_bbox_3: 0.2105 loss_giou_3: 0.3498 loss_ce_4: 0.3185 loss_bbox_4: 0.2054 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:06] d2.utils.events INFO: eta: 1 day, 0:37:32 iter: 133919 total_loss: 6.057 loss_ce: 0.3191 loss_bbox: 0.1847 loss_giou: 0.329 loss_ce_0: 0.5218 loss_bbox_0: 0.3284 loss_giou_0: 0.5176 loss_ce_1: 0.4192 loss_bbox_1: 0.2232 loss_giou_1: 0.3829 loss_ce_2: 0.3522 loss_bbox_2: 0.2017 loss_giou_2: 0.3542 loss_ce_3: 0.3267 loss_bbox_3: 0.1929 loss_giou_3: 0.343 loss_ce_4: 0.3222 loss_bbox_4: 0.1909 loss_giou_4: 0.3305 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:11] d2.utils.events INFO: eta: 1 day, 0:37:27 iter: 133939 total_loss: 5.758 loss_ce: 0.306 loss_bbox: 0.1972 loss_giou: 0.3397 loss_ce_0: 0.5184 loss_bbox_0: 0.3317 loss_giou_0: 0.507 loss_ce_1: 0.4002 loss_bbox_1: 0.2331 loss_giou_1: 0.3763 loss_ce_2: 0.3431 loss_bbox_2: 0.2061 loss_giou_2: 0.3572 loss_ce_3: 0.308 loss_bbox_3: 0.1966 loss_giou_3: 0.3442 loss_ce_4: 0.2974 loss_bbox_4: 0.1956 loss_giou_4: 0.3422 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:17] d2.utils.events INFO: eta: 1 day, 0:37:15 iter: 133959 total_loss: 5.863 loss_ce: 0.3105 loss_bbox: 0.1934 loss_giou: 0.3332 loss_ce_0: 0.5194 loss_bbox_0: 0.3177 loss_giou_0: 0.5291 loss_ce_1: 0.4271 loss_bbox_1: 0.2283 loss_giou_1: 0.3802 loss_ce_2: 0.3529 loss_bbox_2: 0.209 loss_giou_2: 0.3595 loss_ce_3: 0.3159 loss_bbox_3: 0.2017 loss_giou_3: 0.3474 loss_ce_4: 0.311 loss_bbox_4: 0.1979 loss_giou_4: 0.3425 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:23] d2.utils.events INFO: eta: 1 day, 0:37:11 iter: 133979 total_loss: 6.386 loss_ce: 0.3295 loss_bbox: 0.2001 loss_giou: 0.3652 loss_ce_0: 0.5396 loss_bbox_0: 0.3577 loss_giou_0: 0.558 loss_ce_1: 0.4363 loss_bbox_1: 0.2397 loss_giou_1: 0.4241 loss_ce_2: 0.3712 loss_bbox_2: 0.2155 loss_giou_2: 0.3898 loss_ce_3: 0.3443 loss_bbox_3: 0.2089 loss_giou_3: 0.3774 loss_ce_4: 0.3347 loss_bbox_4: 0.204 loss_giou_4: 0.3691 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:29] d2.utils.events INFO: eta: 1 day, 0:38:02 iter: 133999 total_loss: 6.073 loss_ce: 0.3228 loss_bbox: 0.1846 loss_giou: 0.3542 loss_ce_0: 0.5342 loss_bbox_0: 0.3148 loss_giou_0: 0.5436 loss_ce_1: 0.4186 loss_bbox_1: 0.2185 loss_giou_1: 0.4016 loss_ce_2: 0.3498 loss_bbox_2: 0.199 loss_giou_2: 0.3693 loss_ce_3: 0.332 loss_bbox_3: 0.1936 loss_giou_3: 0.3654 loss_ce_4: 0.3266 loss_bbox_4: 0.1891 loss_giou_4: 0.3588 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:34] d2.utils.events INFO: eta: 1 day, 0:37:37 iter: 134019 total_loss: 6 loss_ce: 0.3215 loss_bbox: 0.209 loss_giou: 0.3405 loss_ce_0: 0.5184 loss_bbox_0: 0.3466 loss_giou_0: 0.5447 loss_ce_1: 0.4116 loss_bbox_1: 0.2408 loss_giou_1: 0.3967 loss_ce_2: 0.3484 loss_bbox_2: 0.2261 loss_giou_2: 0.3699 loss_ce_3: 0.329 loss_bbox_3: 0.2191 loss_giou_3: 0.3544 loss_ce_4: 0.3189 loss_bbox_4: 0.2133 loss_giou_4: 0.3459 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:40] d2.utils.events INFO: eta: 1 day, 0:37:58 iter: 134039 total_loss: 5.607 loss_ce: 0.29 loss_bbox: 0.19 loss_giou: 0.3361 loss_ce_0: 0.5173 loss_bbox_0: 0.3271 loss_giou_0: 0.4951 loss_ce_1: 0.3903 loss_bbox_1: 0.2181 loss_giou_1: 0.3753 loss_ce_2: 0.3177 loss_bbox_2: 0.1945 loss_giou_2: 0.3471 loss_ce_3: 0.3006 loss_bbox_3: 0.188 loss_giou_3: 0.339 loss_ce_4: 0.2859 loss_bbox_4: 0.1915 loss_giou_4: 0.3377 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:46] d2.utils.events INFO: eta: 1 day, 0:37:47 iter: 134059 total_loss: 6.086 loss_ce: 0.3393 loss_bbox: 0.1965 loss_giou: 0.3409 loss_ce_0: 0.5258 loss_bbox_0: 0.3321 loss_giou_0: 0.5157 loss_ce_1: 0.424 loss_bbox_1: 0.2302 loss_giou_1: 0.3872 loss_ce_2: 0.3674 loss_bbox_2: 0.2123 loss_giou_2: 0.3611 loss_ce_3: 0.3402 loss_bbox_3: 0.2023 loss_giou_3: 0.346 loss_ce_4: 0.3366 loss_bbox_4: 0.1965 loss_giou_4: 0.3424 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:51] d2.utils.events INFO: eta: 1 day, 0:37:20 iter: 134079 total_loss: 5.848 loss_ce: 0.3202 loss_bbox: 0.1752 loss_giou: 0.3366 loss_ce_0: 0.5116 loss_bbox_0: 0.3205 loss_giou_0: 0.5141 loss_ce_1: 0.4151 loss_bbox_1: 0.2213 loss_giou_1: 0.3916 loss_ce_2: 0.3567 loss_bbox_2: 0.1862 loss_giou_2: 0.3518 loss_ce_3: 0.327 loss_bbox_3: 0.1777 loss_giou_3: 0.3396 loss_ce_4: 0.3181 loss_bbox_4: 0.1745 loss_giou_4: 0.338 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 00:08:57] d2.utils.events INFO: eta: 1 day, 0:37:15 iter: 134099 total_loss: 5.812 loss_ce: 0.3063 loss_bbox: 0.1933 loss_giou: 0.3464 loss_ce_0: 0.5176 loss_bbox_0: 0.3266 loss_giou_0: 0.5372 loss_ce_1: 0.4069 loss_bbox_1: 0.2306 loss_giou_1: 0.392 loss_ce_2: 0.3554 loss_bbox_2: 0.2128 loss_giou_2: 0.3618 loss_ce_3: 0.3075 loss_bbox_3: 0.2 loss_giou_3: 0.3533 loss_ce_4: 0.3169 loss_bbox_4: 0.1944 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0354 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:03] d2.utils.events INFO: eta: 1 day, 0:36:56 iter: 134119 total_loss: 6.091 loss_ce: 0.3221 loss_bbox: 0.2066 loss_giou: 0.3643 loss_ce_0: 0.548 loss_bbox_0: 0.3453 loss_giou_0: 0.5293 loss_ce_1: 0.4309 loss_bbox_1: 0.2355 loss_giou_1: 0.4059 loss_ce_2: 0.3713 loss_bbox_2: 0.2232 loss_giou_2: 0.378 loss_ce_3: 0.3311 loss_bbox_3: 0.2114 loss_giou_3: 0.3619 loss_ce_4: 0.3285 loss_bbox_4: 0.2085 loss_giou_4: 0.3577 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:08] d2.utils.events INFO: eta: 1 day, 0:36:32 iter: 134139 total_loss: 5.605 loss_ce: 0.3134 loss_bbox: 0.1939 loss_giou: 0.3317 loss_ce_0: 0.5158 loss_bbox_0: 0.3227 loss_giou_0: 0.4924 loss_ce_1: 0.4087 loss_bbox_1: 0.2278 loss_giou_1: 0.3688 loss_ce_2: 0.3529 loss_bbox_2: 0.2081 loss_giou_2: 0.3463 loss_ce_3: 0.3092 loss_bbox_3: 0.2005 loss_giou_3: 0.335 loss_ce_4: 0.3024 loss_bbox_4: 0.1936 loss_giou_4: 0.3332 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:14] d2.utils.events INFO: eta: 1 day, 0:35:56 iter: 134159 total_loss: 6.032 loss_ce: 0.3165 loss_bbox: 0.1934 loss_giou: 0.3465 loss_ce_0: 0.5156 loss_bbox_0: 0.3275 loss_giou_0: 0.5225 loss_ce_1: 0.4079 loss_bbox_1: 0.2284 loss_giou_1: 0.3873 loss_ce_2: 0.35 loss_bbox_2: 0.2134 loss_giou_2: 0.3656 loss_ce_3: 0.3299 loss_bbox_3: 0.2029 loss_giou_3: 0.3442 loss_ce_4: 0.326 loss_bbox_4: 0.1944 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:20] d2.utils.events INFO: eta: 1 day, 0:36:14 iter: 134179 total_loss: 5.82 loss_ce: 0.3036 loss_bbox: 0.1937 loss_giou: 0.3287 loss_ce_0: 0.4953 loss_bbox_0: 0.3117 loss_giou_0: 0.5068 loss_ce_1: 0.4071 loss_bbox_1: 0.2263 loss_giou_1: 0.3739 loss_ce_2: 0.336 loss_bbox_2: 0.205 loss_giou_2: 0.3499 loss_ce_3: 0.3102 loss_bbox_3: 0.1981 loss_giou_3: 0.3405 loss_ce_4: 0.3052 loss_bbox_4: 0.1897 loss_giou_4: 0.3296 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:25] d2.utils.events INFO: eta: 1 day, 0:36:08 iter: 134199 total_loss: 5.825 loss_ce: 0.3143 loss_bbox: 0.1972 loss_giou: 0.3461 loss_ce_0: 0.494 loss_bbox_0: 0.3278 loss_giou_0: 0.5239 loss_ce_1: 0.4167 loss_bbox_1: 0.2167 loss_giou_1: 0.3838 loss_ce_2: 0.3411 loss_bbox_2: 0.2043 loss_giou_2: 0.3546 loss_ce_3: 0.3062 loss_bbox_3: 0.2019 loss_giou_3: 0.3483 loss_ce_4: 0.3089 loss_bbox_4: 0.2006 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:31] d2.utils.events INFO: eta: 1 day, 0:35:22 iter: 134219 total_loss: 6.08 loss_ce: 0.3237 loss_bbox: 0.202 loss_giou: 0.3544 loss_ce_0: 0.5314 loss_bbox_0: 0.3309 loss_giou_0: 0.5158 loss_ce_1: 0.4314 loss_bbox_1: 0.2338 loss_giou_1: 0.3999 loss_ce_2: 0.3576 loss_bbox_2: 0.2104 loss_giou_2: 0.3682 loss_ce_3: 0.3313 loss_bbox_3: 0.2047 loss_giou_3: 0.3538 loss_ce_4: 0.3262 loss_bbox_4: 0.2024 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:37] d2.utils.events INFO: eta: 1 day, 0:35:22 iter: 134239 total_loss: 6.079 loss_ce: 0.301 loss_bbox: 0.1922 loss_giou: 0.3603 loss_ce_0: 0.5245 loss_bbox_0: 0.3329 loss_giou_0: 0.5454 loss_ce_1: 0.4272 loss_bbox_1: 0.2239 loss_giou_1: 0.4074 loss_ce_2: 0.3471 loss_bbox_2: 0.2051 loss_giou_2: 0.3823 loss_ce_3: 0.317 loss_bbox_3: 0.1998 loss_giou_3: 0.3689 loss_ce_4: 0.3049 loss_bbox_4: 0.1946 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:42] d2.utils.events INFO: eta: 1 day, 0:35:21 iter: 134259 total_loss: 6.239 loss_ce: 0.3281 loss_bbox: 0.1996 loss_giou: 0.367 loss_ce_0: 0.5225 loss_bbox_0: 0.3349 loss_giou_0: 0.5658 loss_ce_1: 0.4114 loss_bbox_1: 0.2352 loss_giou_1: 0.4217 loss_ce_2: 0.3522 loss_bbox_2: 0.2182 loss_giou_2: 0.395 loss_ce_3: 0.3296 loss_bbox_3: 0.2073 loss_giou_3: 0.384 loss_ce_4: 0.3239 loss_bbox_4: 0.2021 loss_giou_4: 0.3722 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:48] d2.utils.events INFO: eta: 1 day, 0:35:25 iter: 134279 total_loss: 5.841 loss_ce: 0.3039 loss_bbox: 0.1868 loss_giou: 0.3223 loss_ce_0: 0.5127 loss_bbox_0: 0.3324 loss_giou_0: 0.5218 loss_ce_1: 0.412 loss_bbox_1: 0.2317 loss_giou_1: 0.3701 loss_ce_2: 0.3474 loss_bbox_2: 0.2045 loss_giou_2: 0.344 loss_ce_3: 0.3209 loss_bbox_3: 0.1953 loss_giou_3: 0.3326 loss_ce_4: 0.3154 loss_bbox_4: 0.1883 loss_giou_4: 0.3238 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:54] d2.utils.events INFO: eta: 1 day, 0:35:31 iter: 134299 total_loss: 5.905 loss_ce: 0.3261 loss_bbox: 0.1855 loss_giou: 0.343 loss_ce_0: 0.5145 loss_bbox_0: 0.3204 loss_giou_0: 0.553 loss_ce_1: 0.4219 loss_bbox_1: 0.2205 loss_giou_1: 0.3877 loss_ce_2: 0.3634 loss_bbox_2: 0.2025 loss_giou_2: 0.3586 loss_ce_3: 0.3352 loss_bbox_3: 0.1931 loss_giou_3: 0.3486 loss_ce_4: 0.3277 loss_bbox_4: 0.1899 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 00:09:59] d2.utils.events INFO: eta: 1 day, 0:35:36 iter: 134319 total_loss: 6.12 loss_ce: 0.323 loss_bbox: 0.1975 loss_giou: 0.3572 loss_ce_0: 0.5307 loss_bbox_0: 0.3335 loss_giou_0: 0.5464 loss_ce_1: 0.4202 loss_bbox_1: 0.2253 loss_giou_1: 0.4036 loss_ce_2: 0.3604 loss_bbox_2: 0.2065 loss_giou_2: 0.3766 loss_ce_3: 0.335 loss_bbox_3: 0.2026 loss_giou_3: 0.364 loss_ce_4: 0.319 loss_bbox_4: 0.2019 loss_giou_4: 0.3596 time: 0.2802 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:05] d2.utils.events INFO: eta: 1 day, 0:36:13 iter: 134339 total_loss: 5.888 loss_ce: 0.3152 loss_bbox: 0.1868 loss_giou: 0.3454 loss_ce_0: 0.5149 loss_bbox_0: 0.3136 loss_giou_0: 0.5334 loss_ce_1: 0.407 loss_bbox_1: 0.2148 loss_giou_1: 0.3977 loss_ce_2: 0.3451 loss_bbox_2: 0.1932 loss_giou_2: 0.3683 loss_ce_3: 0.3146 loss_bbox_3: 0.1888 loss_giou_3: 0.3517 loss_ce_4: 0.3069 loss_bbox_4: 0.1865 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:11] d2.utils.events INFO: eta: 1 day, 0:36:33 iter: 134359 total_loss: 6.072 loss_ce: 0.3005 loss_bbox: 0.1905 loss_giou: 0.3656 loss_ce_0: 0.5131 loss_bbox_0: 0.3358 loss_giou_0: 0.5614 loss_ce_1: 0.4166 loss_bbox_1: 0.2292 loss_giou_1: 0.4027 loss_ce_2: 0.3491 loss_bbox_2: 0.205 loss_giou_2: 0.3794 loss_ce_3: 0.327 loss_bbox_3: 0.1953 loss_giou_3: 0.3679 loss_ce_4: 0.3116 loss_bbox_4: 0.1926 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:17] d2.utils.events INFO: eta: 1 day, 0:36:52 iter: 134379 total_loss: 6.222 loss_ce: 0.346 loss_bbox: 0.1866 loss_giou: 0.3586 loss_ce_0: 0.5345 loss_bbox_0: 0.3244 loss_giou_0: 0.5703 loss_ce_1: 0.4207 loss_bbox_1: 0.235 loss_giou_1: 0.4174 loss_ce_2: 0.3797 loss_bbox_2: 0.206 loss_giou_2: 0.3864 loss_ce_3: 0.3564 loss_bbox_3: 0.1997 loss_giou_3: 0.3733 loss_ce_4: 0.3464 loss_bbox_4: 0.1872 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:22] d2.utils.events INFO: eta: 1 day, 0:36:34 iter: 134399 total_loss: 5.867 loss_ce: 0.2992 loss_bbox: 0.195 loss_giou: 0.3435 loss_ce_0: 0.4937 loss_bbox_0: 0.3372 loss_giou_0: 0.5355 loss_ce_1: 0.4 loss_bbox_1: 0.2325 loss_giou_1: 0.3941 loss_ce_2: 0.3356 loss_bbox_2: 0.2105 loss_giou_2: 0.3615 loss_ce_3: 0.311 loss_bbox_3: 0.1977 loss_giou_3: 0.3514 loss_ce_4: 0.2997 loss_bbox_4: 0.2001 loss_giou_4: 0.3498 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:28] d2.utils.events INFO: eta: 1 day, 0:35:26 iter: 134419 total_loss: 6.201 loss_ce: 0.3354 loss_bbox: 0.204 loss_giou: 0.3525 loss_ce_0: 0.5172 loss_bbox_0: 0.3405 loss_giou_0: 0.5415 loss_ce_1: 0.4308 loss_bbox_1: 0.2381 loss_giou_1: 0.4023 loss_ce_2: 0.3718 loss_bbox_2: 0.2179 loss_giou_2: 0.3761 loss_ce_3: 0.352 loss_bbox_3: 0.2089 loss_giou_3: 0.3615 loss_ce_4: 0.3361 loss_bbox_4: 0.2062 loss_giou_4: 0.357 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:34] d2.utils.events INFO: eta: 1 day, 0:35:08 iter: 134439 total_loss: 6.123 loss_ce: 0.3023 loss_bbox: 0.1902 loss_giou: 0.3428 loss_ce_0: 0.5155 loss_bbox_0: 0.3435 loss_giou_0: 0.5386 loss_ce_1: 0.4055 loss_bbox_1: 0.2302 loss_giou_1: 0.39 loss_ce_2: 0.3402 loss_bbox_2: 0.2009 loss_giou_2: 0.3562 loss_ce_3: 0.3145 loss_bbox_3: 0.1943 loss_giou_3: 0.3462 loss_ce_4: 0.311 loss_bbox_4: 0.1914 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:39] d2.utils.events INFO: eta: 1 day, 0:35:25 iter: 134459 total_loss: 6.041 loss_ce: 0.3182 loss_bbox: 0.1964 loss_giou: 0.3257 loss_ce_0: 0.5194 loss_bbox_0: 0.3348 loss_giou_0: 0.517 loss_ce_1: 0.4121 loss_bbox_1: 0.2315 loss_giou_1: 0.3691 loss_ce_2: 0.3557 loss_bbox_2: 0.2077 loss_giou_2: 0.3357 loss_ce_3: 0.326 loss_bbox_3: 0.2014 loss_giou_3: 0.3354 loss_ce_4: 0.3151 loss_bbox_4: 0.1982 loss_giou_4: 0.3268 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:45] d2.utils.events INFO: eta: 1 day, 0:34:29 iter: 134479 total_loss: 5.912 loss_ce: 0.32 loss_bbox: 0.1958 loss_giou: 0.342 loss_ce_0: 0.5334 loss_bbox_0: 0.3319 loss_giou_0: 0.5213 loss_ce_1: 0.4248 loss_bbox_1: 0.2285 loss_giou_1: 0.3928 loss_ce_2: 0.3713 loss_bbox_2: 0.2139 loss_giou_2: 0.3627 loss_ce_3: 0.3384 loss_bbox_3: 0.1959 loss_giou_3: 0.3494 loss_ce_4: 0.3214 loss_bbox_4: 0.1994 loss_giou_4: 0.3433 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:51] d2.utils.events INFO: eta: 1 day, 0:34:23 iter: 134499 total_loss: 6.11 loss_ce: 0.3378 loss_bbox: 0.183 loss_giou: 0.3515 loss_ce_0: 0.5147 loss_bbox_0: 0.32 loss_giou_0: 0.5358 loss_ce_1: 0.423 loss_bbox_1: 0.2279 loss_giou_1: 0.4027 loss_ce_2: 0.3754 loss_bbox_2: 0.2051 loss_giou_2: 0.3609 loss_ce_3: 0.3462 loss_bbox_3: 0.1922 loss_giou_3: 0.3597 loss_ce_4: 0.338 loss_bbox_4: 0.1843 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 00:10:56] d2.utils.events INFO: eta: 1 day, 0:34:13 iter: 134519 total_loss: 5.816 loss_ce: 0.2914 loss_bbox: 0.1785 loss_giou: 0.3529 loss_ce_0: 0.5072 loss_bbox_0: 0.323 loss_giou_0: 0.5372 loss_ce_1: 0.4043 loss_bbox_1: 0.2087 loss_giou_1: 0.4006 loss_ce_2: 0.3344 loss_bbox_2: 0.1922 loss_giou_2: 0.3653 loss_ce_3: 0.3003 loss_bbox_3: 0.1824 loss_giou_3: 0.3609 loss_ce_4: 0.2886 loss_bbox_4: 0.179 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:02] d2.utils.events INFO: eta: 1 day, 0:34:25 iter: 134539 total_loss: 6.037 loss_ce: 0.3126 loss_bbox: 0.1983 loss_giou: 0.3691 loss_ce_0: 0.5172 loss_bbox_0: 0.3214 loss_giou_0: 0.5517 loss_ce_1: 0.3996 loss_bbox_1: 0.2271 loss_giou_1: 0.4156 loss_ce_2: 0.3415 loss_bbox_2: 0.2055 loss_giou_2: 0.3901 loss_ce_3: 0.3275 loss_bbox_3: 0.198 loss_giou_3: 0.379 loss_ce_4: 0.315 loss_bbox_4: 0.1978 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:08] d2.utils.events INFO: eta: 1 day, 0:34:34 iter: 134559 total_loss: 6.021 loss_ce: 0.3214 loss_bbox: 0.1886 loss_giou: 0.3359 loss_ce_0: 0.5141 loss_bbox_0: 0.3315 loss_giou_0: 0.5501 loss_ce_1: 0.4224 loss_bbox_1: 0.2202 loss_giou_1: 0.4059 loss_ce_2: 0.3577 loss_bbox_2: 0.2004 loss_giou_2: 0.3652 loss_ce_3: 0.3268 loss_bbox_3: 0.191 loss_giou_3: 0.3513 loss_ce_4: 0.3267 loss_bbox_4: 0.1919 loss_giou_4: 0.3413 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:13] d2.utils.events INFO: eta: 1 day, 0:33:47 iter: 134579 total_loss: 6.285 loss_ce: 0.3253 loss_bbox: 0.2109 loss_giou: 0.3546 loss_ce_0: 0.5378 loss_bbox_0: 0.3411 loss_giou_0: 0.545 loss_ce_1: 0.4257 loss_bbox_1: 0.2422 loss_giou_1: 0.4133 loss_ce_2: 0.3655 loss_bbox_2: 0.218 loss_giou_2: 0.3673 loss_ce_3: 0.3369 loss_bbox_3: 0.2193 loss_giou_3: 0.3609 loss_ce_4: 0.3263 loss_bbox_4: 0.2078 loss_giou_4: 0.3581 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:19] d2.utils.events INFO: eta: 1 day, 0:33:05 iter: 134599 total_loss: 5.8 loss_ce: 0.3038 loss_bbox: 0.2017 loss_giou: 0.3575 loss_ce_0: 0.5086 loss_bbox_0: 0.3208 loss_giou_0: 0.5457 loss_ce_1: 0.3915 loss_bbox_1: 0.2284 loss_giou_1: 0.4082 loss_ce_2: 0.3365 loss_bbox_2: 0.2068 loss_giou_2: 0.3701 loss_ce_3: 0.3038 loss_bbox_3: 0.2006 loss_giou_3: 0.3655 loss_ce_4: 0.3048 loss_bbox_4: 0.1974 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:25] d2.utils.events INFO: eta: 1 day, 0:32:32 iter: 134619 total_loss: 5.928 loss_ce: 0.3156 loss_bbox: 0.2012 loss_giou: 0.3253 loss_ce_0: 0.5166 loss_bbox_0: 0.3361 loss_giou_0: 0.5138 loss_ce_1: 0.4267 loss_bbox_1: 0.2317 loss_giou_1: 0.3856 loss_ce_2: 0.3605 loss_bbox_2: 0.2191 loss_giou_2: 0.3559 loss_ce_3: 0.3371 loss_bbox_3: 0.2108 loss_giou_3: 0.341 loss_ce_4: 0.3259 loss_bbox_4: 0.2069 loss_giou_4: 0.3335 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:30] d2.utils.events INFO: eta: 1 day, 0:32:38 iter: 134639 total_loss: 5.852 loss_ce: 0.3127 loss_bbox: 0.1837 loss_giou: 0.3367 loss_ce_0: 0.5113 loss_bbox_0: 0.315 loss_giou_0: 0.5138 loss_ce_1: 0.4198 loss_bbox_1: 0.2124 loss_giou_1: 0.3695 loss_ce_2: 0.3546 loss_bbox_2: 0.1982 loss_giou_2: 0.3463 loss_ce_3: 0.3174 loss_bbox_3: 0.1934 loss_giou_3: 0.3433 loss_ce_4: 0.3095 loss_bbox_4: 0.1845 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:36] d2.utils.events INFO: eta: 1 day, 0:34:11 iter: 134659 total_loss: 6.12 loss_ce: 0.3133 loss_bbox: 0.1908 loss_giou: 0.3456 loss_ce_0: 0.5261 loss_bbox_0: 0.3271 loss_giou_0: 0.56 loss_ce_1: 0.4205 loss_bbox_1: 0.2262 loss_giou_1: 0.3946 loss_ce_2: 0.358 loss_bbox_2: 0.2042 loss_giou_2: 0.3546 loss_ce_3: 0.3254 loss_bbox_3: 0.1936 loss_giou_3: 0.3478 loss_ce_4: 0.3164 loss_bbox_4: 0.1911 loss_giou_4: 0.3419 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:42] d2.utils.events INFO: eta: 1 day, 0:33:46 iter: 134679 total_loss: 6.32 loss_ce: 0.3373 loss_bbox: 0.2045 loss_giou: 0.3563 loss_ce_0: 0.5236 loss_bbox_0: 0.3342 loss_giou_0: 0.5286 loss_ce_1: 0.4291 loss_bbox_1: 0.2306 loss_giou_1: 0.3963 loss_ce_2: 0.376 loss_bbox_2: 0.2126 loss_giou_2: 0.3777 loss_ce_3: 0.3436 loss_bbox_3: 0.2067 loss_giou_3: 0.3692 loss_ce_4: 0.339 loss_bbox_4: 0.2046 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:48] d2.utils.events INFO: eta: 1 day, 0:33:55 iter: 134699 total_loss: 5.671 loss_ce: 0.2793 loss_bbox: 0.1819 loss_giou: 0.3397 loss_ce_0: 0.4978 loss_bbox_0: 0.3056 loss_giou_0: 0.5515 loss_ce_1: 0.4022 loss_bbox_1: 0.2096 loss_giou_1: 0.4116 loss_ce_2: 0.3161 loss_bbox_2: 0.1863 loss_giou_2: 0.3685 loss_ce_3: 0.2913 loss_bbox_3: 0.1826 loss_giou_3: 0.3499 loss_ce_4: 0.283 loss_bbox_4: 0.1811 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:53] d2.utils.events INFO: eta: 1 day, 0:34:34 iter: 134719 total_loss: 6.199 loss_ce: 0.322 loss_bbox: 0.1977 loss_giou: 0.355 loss_ce_0: 0.5395 loss_bbox_0: 0.3267 loss_giou_0: 0.5509 loss_ce_1: 0.43 loss_bbox_1: 0.2372 loss_giou_1: 0.4115 loss_ce_2: 0.3584 loss_bbox_2: 0.2113 loss_giou_2: 0.3768 loss_ce_3: 0.3283 loss_bbox_3: 0.2054 loss_giou_3: 0.3661 loss_ce_4: 0.3231 loss_bbox_4: 0.1989 loss_giou_4: 0.3565 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 00:11:59] d2.utils.events INFO: eta: 1 day, 0:34:45 iter: 134739 total_loss: 6.155 loss_ce: 0.3216 loss_bbox: 0.2102 loss_giou: 0.3604 loss_ce_0: 0.5198 loss_bbox_0: 0.3662 loss_giou_0: 0.5475 loss_ce_1: 0.4238 loss_bbox_1: 0.2467 loss_giou_1: 0.4093 loss_ce_2: 0.3643 loss_bbox_2: 0.228 loss_giou_2: 0.3776 loss_ce_3: 0.3336 loss_bbox_3: 0.2186 loss_giou_3: 0.3667 loss_ce_4: 0.3317 loss_bbox_4: 0.2136 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:05] d2.utils.events INFO: eta: 1 day, 0:34:39 iter: 134759 total_loss: 6.321 loss_ce: 0.3266 loss_bbox: 0.2165 loss_giou: 0.3706 loss_ce_0: 0.5317 loss_bbox_0: 0.3376 loss_giou_0: 0.5513 loss_ce_1: 0.4257 loss_bbox_1: 0.2487 loss_giou_1: 0.4277 loss_ce_2: 0.3596 loss_bbox_2: 0.2285 loss_giou_2: 0.3866 loss_ce_3: 0.3342 loss_bbox_3: 0.2229 loss_giou_3: 0.3774 loss_ce_4: 0.3336 loss_bbox_4: 0.2194 loss_giou_4: 0.3688 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:10] d2.utils.events INFO: eta: 1 day, 0:34:43 iter: 134779 total_loss: 6.172 loss_ce: 0.3111 loss_bbox: 0.1891 loss_giou: 0.3629 loss_ce_0: 0.5021 loss_bbox_0: 0.3363 loss_giou_0: 0.5539 loss_ce_1: 0.4079 loss_bbox_1: 0.2211 loss_giou_1: 0.4074 loss_ce_2: 0.3488 loss_bbox_2: 0.2008 loss_giou_2: 0.3816 loss_ce_3: 0.3218 loss_bbox_3: 0.1987 loss_giou_3: 0.364 loss_ce_4: 0.315 loss_bbox_4: 0.194 loss_giou_4: 0.3711 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:16] d2.utils.events INFO: eta: 1 day, 0:35:04 iter: 134799 total_loss: 5.914 loss_ce: 0.2852 loss_bbox: 0.2017 loss_giou: 0.3506 loss_ce_0: 0.4964 loss_bbox_0: 0.3369 loss_giou_0: 0.5334 loss_ce_1: 0.3921 loss_bbox_1: 0.2403 loss_giou_1: 0.4036 loss_ce_2: 0.3289 loss_bbox_2: 0.2198 loss_giou_2: 0.3728 loss_ce_3: 0.2994 loss_bbox_3: 0.2082 loss_giou_3: 0.3599 loss_ce_4: 0.2829 loss_bbox_4: 0.2082 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:22] d2.utils.events INFO: eta: 1 day, 0:34:07 iter: 134819 total_loss: 6.021 loss_ce: 0.3295 loss_bbox: 0.1847 loss_giou: 0.3618 loss_ce_0: 0.5197 loss_bbox_0: 0.3455 loss_giou_0: 0.5754 loss_ce_1: 0.4197 loss_bbox_1: 0.2298 loss_giou_1: 0.4106 loss_ce_2: 0.3689 loss_bbox_2: 0.1986 loss_giou_2: 0.3777 loss_ce_3: 0.3327 loss_bbox_3: 0.1921 loss_giou_3: 0.3719 loss_ce_4: 0.3282 loss_bbox_4: 0.1864 loss_giou_4: 0.364 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:27] d2.utils.events INFO: eta: 1 day, 0:34:37 iter: 134839 total_loss: 6.258 loss_ce: 0.3366 loss_bbox: 0.2066 loss_giou: 0.3926 loss_ce_0: 0.5251 loss_bbox_0: 0.3304 loss_giou_0: 0.5859 loss_ce_1: 0.4371 loss_bbox_1: 0.2322 loss_giou_1: 0.441 loss_ce_2: 0.3593 loss_bbox_2: 0.2106 loss_giou_2: 0.415 loss_ce_3: 0.3454 loss_bbox_3: 0.2058 loss_giou_3: 0.3989 loss_ce_4: 0.3387 loss_bbox_4: 0.2018 loss_giou_4: 0.401 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:33] d2.utils.events INFO: eta: 1 day, 0:34:47 iter: 134859 total_loss: 5.893 loss_ce: 0.2974 loss_bbox: 0.1986 loss_giou: 0.3316 loss_ce_0: 0.5107 loss_bbox_0: 0.3379 loss_giou_0: 0.5243 loss_ce_1: 0.4005 loss_bbox_1: 0.2402 loss_giou_1: 0.3855 loss_ce_2: 0.3352 loss_bbox_2: 0.2191 loss_giou_2: 0.357 loss_ce_3: 0.3017 loss_bbox_3: 0.2076 loss_giou_3: 0.3385 loss_ce_4: 0.2995 loss_bbox_4: 0.2014 loss_giou_4: 0.3386 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:39] d2.utils.events INFO: eta: 1 day, 0:34:20 iter: 134879 total_loss: 5.891 loss_ce: 0.3008 loss_bbox: 0.1889 loss_giou: 0.3647 loss_ce_0: 0.5143 loss_bbox_0: 0.3145 loss_giou_0: 0.5419 loss_ce_1: 0.4089 loss_bbox_1: 0.2263 loss_giou_1: 0.4138 loss_ce_2: 0.3373 loss_bbox_2: 0.1981 loss_giou_2: 0.3769 loss_ce_3: 0.3118 loss_bbox_3: 0.1947 loss_giou_3: 0.3681 loss_ce_4: 0.3054 loss_bbox_4: 0.1898 loss_giou_4: 0.3674 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:44] d2.utils.events INFO: eta: 1 day, 0:34:35 iter: 134899 total_loss: 6.207 loss_ce: 0.3166 loss_bbox: 0.2011 loss_giou: 0.3414 loss_ce_0: 0.5101 loss_bbox_0: 0.3546 loss_giou_0: 0.5277 loss_ce_1: 0.4199 loss_bbox_1: 0.2505 loss_giou_1: 0.3877 loss_ce_2: 0.3573 loss_bbox_2: 0.2236 loss_giou_2: 0.3675 loss_ce_3: 0.3246 loss_bbox_3: 0.2153 loss_giou_3: 0.3523 loss_ce_4: 0.3215 loss_bbox_4: 0.2037 loss_giou_4: 0.3444 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:50] d2.utils.events INFO: eta: 1 day, 0:33:55 iter: 134919 total_loss: 5.929 loss_ce: 0.3248 loss_bbox: 0.1893 loss_giou: 0.3363 loss_ce_0: 0.511 loss_bbox_0: 0.3314 loss_giou_0: 0.5342 loss_ce_1: 0.4075 loss_bbox_1: 0.227 loss_giou_1: 0.3998 loss_ce_2: 0.3487 loss_bbox_2: 0.2051 loss_giou_2: 0.3616 loss_ce_3: 0.3227 loss_bbox_3: 0.1904 loss_giou_3: 0.3491 loss_ce_4: 0.323 loss_bbox_4: 0.1893 loss_giou_4: 0.3379 time: 0.2802 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 00:12:56] d2.utils.events INFO: eta: 1 day, 0:33:40 iter: 134939 total_loss: 5.862 loss_ce: 0.3158 loss_bbox: 0.1979 loss_giou: 0.3604 loss_ce_0: 0.5075 loss_bbox_0: 0.3312 loss_giou_0: 0.5406 loss_ce_1: 0.3999 loss_bbox_1: 0.2441 loss_giou_1: 0.4132 loss_ce_2: 0.3416 loss_bbox_2: 0.2143 loss_giou_2: 0.3908 loss_ce_3: 0.3191 loss_bbox_3: 0.2064 loss_giou_3: 0.3709 loss_ce_4: 0.3163 loss_bbox_4: 0.2021 loss_giou_4: 0.3681 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:01] d2.utils.events INFO: eta: 1 day, 0:33:44 iter: 134959 total_loss: 6.26 loss_ce: 0.3428 loss_bbox: 0.2106 loss_giou: 0.3587 loss_ce_0: 0.537 loss_bbox_0: 0.3424 loss_giou_0: 0.548 loss_ce_1: 0.4432 loss_bbox_1: 0.2434 loss_giou_1: 0.422 loss_ce_2: 0.3877 loss_bbox_2: 0.2298 loss_giou_2: 0.3839 loss_ce_3: 0.3581 loss_bbox_3: 0.2178 loss_giou_3: 0.3661 loss_ce_4: 0.3432 loss_bbox_4: 0.2139 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:07] d2.utils.events INFO: eta: 1 day, 0:33:54 iter: 134979 total_loss: 6.126 loss_ce: 0.3284 loss_bbox: 0.2079 loss_giou: 0.3405 loss_ce_0: 0.5346 loss_bbox_0: 0.3292 loss_giou_0: 0.5206 loss_ce_1: 0.4214 loss_bbox_1: 0.2453 loss_giou_1: 0.3777 loss_ce_2: 0.3546 loss_bbox_2: 0.218 loss_giou_2: 0.3579 loss_ce_3: 0.3324 loss_bbox_3: 0.2135 loss_giou_3: 0.3471 loss_ce_4: 0.3148 loss_bbox_4: 0.2128 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:13] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0134999.pth [11/03 00:13:15] d2.utils.events INFO: eta: 1 day, 0:33:17 iter: 134999 total_loss: 6.081 loss_ce: 0.3388 loss_bbox: 0.1892 loss_giou: 0.341 loss_ce_0: 0.5336 loss_bbox_0: 0.3223 loss_giou_0: 0.5096 loss_ce_1: 0.4367 loss_bbox_1: 0.2317 loss_giou_1: 0.4055 loss_ce_2: 0.3729 loss_bbox_2: 0.2036 loss_giou_2: 0.3683 loss_ce_3: 0.3546 loss_bbox_3: 0.2032 loss_giou_3: 0.3527 loss_ce_4: 0.348 loss_bbox_4: 0.1928 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:20] d2.utils.events INFO: eta: 1 day, 0:33:18 iter: 135019 total_loss: 6.075 loss_ce: 0.3103 loss_bbox: 0.1909 loss_giou: 0.3561 loss_ce_0: 0.5087 loss_bbox_0: 0.3333 loss_giou_0: 0.5606 loss_ce_1: 0.4073 loss_bbox_1: 0.2324 loss_giou_1: 0.4144 loss_ce_2: 0.3513 loss_bbox_2: 0.2071 loss_giou_2: 0.379 loss_ce_3: 0.3206 loss_bbox_3: 0.2126 loss_giou_3: 0.3689 loss_ce_4: 0.3153 loss_bbox_4: 0.1928 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:26] d2.utils.events INFO: eta: 1 day, 0:33:05 iter: 135039 total_loss: 6.323 loss_ce: 0.326 loss_bbox: 0.2035 loss_giou: 0.3659 loss_ce_0: 0.5191 loss_bbox_0: 0.3393 loss_giou_0: 0.5443 loss_ce_1: 0.4075 loss_bbox_1: 0.2323 loss_giou_1: 0.4129 loss_ce_2: 0.3554 loss_bbox_2: 0.2146 loss_giou_2: 0.3799 loss_ce_3: 0.3264 loss_bbox_3: 0.2116 loss_giou_3: 0.3794 loss_ce_4: 0.3246 loss_bbox_4: 0.205 loss_giou_4: 0.3709 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:32] d2.utils.events INFO: eta: 1 day, 0:32:49 iter: 135059 total_loss: 5.964 loss_ce: 0.3325 loss_bbox: 0.208 loss_giou: 0.3402 loss_ce_0: 0.516 loss_bbox_0: 0.3291 loss_giou_0: 0.5388 loss_ce_1: 0.4205 loss_bbox_1: 0.2395 loss_giou_1: 0.3948 loss_ce_2: 0.3479 loss_bbox_2: 0.2134 loss_giou_2: 0.3661 loss_ce_3: 0.3408 loss_bbox_3: 0.2139 loss_giou_3: 0.3514 loss_ce_4: 0.3389 loss_bbox_4: 0.2072 loss_giou_4: 0.3436 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:37] d2.utils.events INFO: eta: 1 day, 0:32:31 iter: 135079 total_loss: 5.905 loss_ce: 0.3128 loss_bbox: 0.1799 loss_giou: 0.3373 loss_ce_0: 0.5061 loss_bbox_0: 0.2967 loss_giou_0: 0.5152 loss_ce_1: 0.4078 loss_bbox_1: 0.2053 loss_giou_1: 0.3859 loss_ce_2: 0.3342 loss_bbox_2: 0.1949 loss_giou_2: 0.3593 loss_ce_3: 0.3209 loss_bbox_3: 0.185 loss_giou_3: 0.3464 loss_ce_4: 0.3109 loss_bbox_4: 0.1808 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:43] d2.utils.events INFO: eta: 1 day, 0:31:38 iter: 135099 total_loss: 5.967 loss_ce: 0.3313 loss_bbox: 0.1901 loss_giou: 0.3249 loss_ce_0: 0.5276 loss_bbox_0: 0.3297 loss_giou_0: 0.5143 loss_ce_1: 0.4331 loss_bbox_1: 0.2217 loss_giou_1: 0.3795 loss_ce_2: 0.369 loss_bbox_2: 0.2036 loss_giou_2: 0.3414 loss_ce_3: 0.3404 loss_bbox_3: 0.1978 loss_giou_3: 0.3327 loss_ce_4: 0.3312 loss_bbox_4: 0.1907 loss_giou_4: 0.3266 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:49] d2.utils.events INFO: eta: 1 day, 0:31:16 iter: 135119 total_loss: 6.242 loss_ce: 0.3154 loss_bbox: 0.2151 loss_giou: 0.3784 loss_ce_0: 0.5372 loss_bbox_0: 0.3348 loss_giou_0: 0.568 loss_ce_1: 0.4402 loss_bbox_1: 0.2299 loss_giou_1: 0.4211 loss_ce_2: 0.359 loss_bbox_2: 0.2148 loss_giou_2: 0.3874 loss_ce_3: 0.3299 loss_bbox_3: 0.2114 loss_giou_3: 0.3826 loss_ce_4: 0.316 loss_bbox_4: 0.2133 loss_giou_4: 0.381 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:13:54] d2.utils.events INFO: eta: 1 day, 0:31:22 iter: 135139 total_loss: 5.898 loss_ce: 0.3097 loss_bbox: 0.2027 loss_giou: 0.353 loss_ce_0: 0.5266 loss_bbox_0: 0.3286 loss_giou_0: 0.5444 loss_ce_1: 0.4179 loss_bbox_1: 0.2378 loss_giou_1: 0.4005 loss_ce_2: 0.3524 loss_bbox_2: 0.2063 loss_giou_2: 0.3603 loss_ce_3: 0.3245 loss_bbox_3: 0.2058 loss_giou_3: 0.354 loss_ce_4: 0.3097 loss_bbox_4: 0.2027 loss_giou_4: 0.3505 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:00] d2.utils.events INFO: eta: 1 day, 0:31:16 iter: 135159 total_loss: 6.151 loss_ce: 0.3183 loss_bbox: 0.1923 loss_giou: 0.35 loss_ce_0: 0.5247 loss_bbox_0: 0.3321 loss_giou_0: 0.5294 loss_ce_1: 0.4066 loss_bbox_1: 0.2205 loss_giou_1: 0.3963 loss_ce_2: 0.3447 loss_bbox_2: 0.2003 loss_giou_2: 0.3572 loss_ce_3: 0.3308 loss_bbox_3: 0.1895 loss_giou_3: 0.3486 loss_ce_4: 0.324 loss_bbox_4: 0.1877 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:05] d2.utils.events INFO: eta: 1 day, 0:30:31 iter: 135179 total_loss: 5.964 loss_ce: 0.2837 loss_bbox: 0.1967 loss_giou: 0.3331 loss_ce_0: 0.5189 loss_bbox_0: 0.3268 loss_giou_0: 0.5297 loss_ce_1: 0.4051 loss_bbox_1: 0.2208 loss_giou_1: 0.3892 loss_ce_2: 0.3355 loss_bbox_2: 0.2054 loss_giou_2: 0.3491 loss_ce_3: 0.2951 loss_bbox_3: 0.1987 loss_giou_3: 0.3413 loss_ce_4: 0.2856 loss_bbox_4: 0.197 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:11] d2.utils.events INFO: eta: 1 day, 0:31:02 iter: 135199 total_loss: 6.153 loss_ce: 0.3197 loss_bbox: 0.193 loss_giou: 0.3531 loss_ce_0: 0.5131 loss_bbox_0: 0.3251 loss_giou_0: 0.545 loss_ce_1: 0.4189 loss_bbox_1: 0.2192 loss_giou_1: 0.4173 loss_ce_2: 0.3514 loss_bbox_2: 0.2026 loss_giou_2: 0.3746 loss_ce_3: 0.3245 loss_bbox_3: 0.1958 loss_giou_3: 0.3607 loss_ce_4: 0.3129 loss_bbox_4: 0.195 loss_giou_4: 0.3561 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:17] d2.utils.events INFO: eta: 1 day, 0:31:14 iter: 135219 total_loss: 6.121 loss_ce: 0.3239 loss_bbox: 0.193 loss_giou: 0.35 loss_ce_0: 0.5188 loss_bbox_0: 0.3474 loss_giou_0: 0.5316 loss_ce_1: 0.4203 loss_bbox_1: 0.2327 loss_giou_1: 0.3892 loss_ce_2: 0.3625 loss_bbox_2: 0.2075 loss_giou_2: 0.3627 loss_ce_3: 0.3364 loss_bbox_3: 0.2001 loss_giou_3: 0.355 loss_ce_4: 0.326 loss_bbox_4: 0.1956 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:22] d2.utils.events INFO: eta: 1 day, 0:30:58 iter: 135239 total_loss: 6.066 loss_ce: 0.3175 loss_bbox: 0.2013 loss_giou: 0.3509 loss_ce_0: 0.5277 loss_bbox_0: 0.3429 loss_giou_0: 0.5295 loss_ce_1: 0.4271 loss_bbox_1: 0.2378 loss_giou_1: 0.3994 loss_ce_2: 0.3606 loss_bbox_2: 0.2132 loss_giou_2: 0.3711 loss_ce_3: 0.3326 loss_bbox_3: 0.2076 loss_giou_3: 0.3589 loss_ce_4: 0.3265 loss_bbox_4: 0.206 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:28] d2.utils.events INFO: eta: 1 day, 0:30:34 iter: 135259 total_loss: 5.881 loss_ce: 0.3342 loss_bbox: 0.1713 loss_giou: 0.3391 loss_ce_0: 0.5095 loss_bbox_0: 0.3103 loss_giou_0: 0.5275 loss_ce_1: 0.4245 loss_bbox_1: 0.2024 loss_giou_1: 0.3831 loss_ce_2: 0.3705 loss_bbox_2: 0.181 loss_giou_2: 0.3518 loss_ce_3: 0.3499 loss_bbox_3: 0.1817 loss_giou_3: 0.3408 loss_ce_4: 0.3292 loss_bbox_4: 0.175 loss_giou_4: 0.3391 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:34] d2.utils.events INFO: eta: 1 day, 0:30:42 iter: 135279 total_loss: 5.943 loss_ce: 0.3041 loss_bbox: 0.1879 loss_giou: 0.3711 loss_ce_0: 0.5038 loss_bbox_0: 0.3149 loss_giou_0: 0.5615 loss_ce_1: 0.4084 loss_bbox_1: 0.2191 loss_giou_1: 0.4169 loss_ce_2: 0.3463 loss_bbox_2: 0.2024 loss_giou_2: 0.3838 loss_ce_3: 0.3117 loss_bbox_3: 0.1901 loss_giou_3: 0.3755 loss_ce_4: 0.3036 loss_bbox_4: 0.1892 loss_giou_4: 0.3683 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:40] d2.utils.events INFO: eta: 1 day, 0:30:23 iter: 135299 total_loss: 5.852 loss_ce: 0.3105 loss_bbox: 0.1825 loss_giou: 0.3452 loss_ce_0: 0.5117 loss_bbox_0: 0.3153 loss_giou_0: 0.531 loss_ce_1: 0.4244 loss_bbox_1: 0.2205 loss_giou_1: 0.3924 loss_ce_2: 0.3663 loss_bbox_2: 0.2012 loss_giou_2: 0.3649 loss_ce_3: 0.3181 loss_bbox_3: 0.1916 loss_giou_3: 0.3425 loss_ce_4: 0.3108 loss_bbox_4: 0.1835 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:45] d2.utils.events INFO: eta: 1 day, 0:30:26 iter: 135319 total_loss: 5.87 loss_ce: 0.3083 loss_bbox: 0.1809 loss_giou: 0.3508 loss_ce_0: 0.4935 loss_bbox_0: 0.3257 loss_giou_0: 0.5362 loss_ce_1: 0.4013 loss_bbox_1: 0.2248 loss_giou_1: 0.3979 loss_ce_2: 0.3465 loss_bbox_2: 0.1969 loss_giou_2: 0.3686 loss_ce_3: 0.3161 loss_bbox_3: 0.1869 loss_giou_3: 0.3598 loss_ce_4: 0.3143 loss_bbox_4: 0.1799 loss_giou_4: 0.356 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:51] d2.utils.events INFO: eta: 1 day, 0:30:12 iter: 135339 total_loss: 5.789 loss_ce: 0.2996 loss_bbox: 0.1745 loss_giou: 0.3225 loss_ce_0: 0.5053 loss_bbox_0: 0.3024 loss_giou_0: 0.5241 loss_ce_1: 0.4032 loss_bbox_1: 0.2088 loss_giou_1: 0.3822 loss_ce_2: 0.3449 loss_bbox_2: 0.1872 loss_giou_2: 0.3443 loss_ce_3: 0.3121 loss_bbox_3: 0.1795 loss_giou_3: 0.3301 loss_ce_4: 0.2976 loss_bbox_4: 0.1768 loss_giou_4: 0.3251 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:14:57] d2.utils.events INFO: eta: 1 day, 0:29:34 iter: 135359 total_loss: 6.104 loss_ce: 0.3138 loss_bbox: 0.195 loss_giou: 0.3495 loss_ce_0: 0.5245 loss_bbox_0: 0.353 loss_giou_0: 0.5407 loss_ce_1: 0.4203 loss_bbox_1: 0.2326 loss_giou_1: 0.3977 loss_ce_2: 0.3578 loss_bbox_2: 0.2066 loss_giou_2: 0.3641 loss_ce_3: 0.3291 loss_bbox_3: 0.2094 loss_giou_3: 0.3629 loss_ce_4: 0.3209 loss_bbox_4: 0.2022 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:02] d2.utils.events INFO: eta: 1 day, 0:29:35 iter: 135379 total_loss: 5.906 loss_ce: 0.3066 loss_bbox: 0.1882 loss_giou: 0.3464 loss_ce_0: 0.5222 loss_bbox_0: 0.3204 loss_giou_0: 0.5552 loss_ce_1: 0.4123 loss_bbox_1: 0.2168 loss_giou_1: 0.4009 loss_ce_2: 0.343 loss_bbox_2: 0.1982 loss_giou_2: 0.3675 loss_ce_3: 0.3138 loss_bbox_3: 0.1944 loss_giou_3: 0.3572 loss_ce_4: 0.3063 loss_bbox_4: 0.1873 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:08] d2.utils.events INFO: eta: 1 day, 0:29:29 iter: 135399 total_loss: 5.86 loss_ce: 0.3182 loss_bbox: 0.1917 loss_giou: 0.3295 loss_ce_0: 0.5308 loss_bbox_0: 0.3373 loss_giou_0: 0.5548 loss_ce_1: 0.441 loss_bbox_1: 0.2289 loss_giou_1: 0.3857 loss_ce_2: 0.3767 loss_bbox_2: 0.2021 loss_giou_2: 0.3619 loss_ce_3: 0.3368 loss_bbox_3: 0.1946 loss_giou_3: 0.3472 loss_ce_4: 0.3266 loss_bbox_4: 0.1932 loss_giou_4: 0.3364 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:14] d2.utils.events INFO: eta: 1 day, 0:29:39 iter: 135419 total_loss: 6.036 loss_ce: 0.3166 loss_bbox: 0.2017 loss_giou: 0.3381 loss_ce_0: 0.5112 loss_bbox_0: 0.345 loss_giou_0: 0.5356 loss_ce_1: 0.415 loss_bbox_1: 0.2381 loss_giou_1: 0.3827 loss_ce_2: 0.3556 loss_bbox_2: 0.2179 loss_giou_2: 0.3554 loss_ce_3: 0.3207 loss_bbox_3: 0.2062 loss_giou_3: 0.3438 loss_ce_4: 0.3107 loss_bbox_4: 0.2001 loss_giou_4: 0.3413 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:19] d2.utils.events INFO: eta: 1 day, 0:29:43 iter: 135439 total_loss: 5.909 loss_ce: 0.3089 loss_bbox: 0.2089 loss_giou: 0.3698 loss_ce_0: 0.5278 loss_bbox_0: 0.3217 loss_giou_0: 0.5536 loss_ce_1: 0.4062 loss_bbox_1: 0.2298 loss_giou_1: 0.4161 loss_ce_2: 0.3374 loss_bbox_2: 0.2195 loss_giou_2: 0.3859 loss_ce_3: 0.3086 loss_bbox_3: 0.2115 loss_giou_3: 0.3718 loss_ce_4: 0.3077 loss_bbox_4: 0.2124 loss_giou_4: 0.371 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:25] d2.utils.events INFO: eta: 1 day, 0:30:24 iter: 135459 total_loss: 6.13 loss_ce: 0.33 loss_bbox: 0.2029 loss_giou: 0.3518 loss_ce_0: 0.5166 loss_bbox_0: 0.3435 loss_giou_0: 0.5538 loss_ce_1: 0.4242 loss_bbox_1: 0.2402 loss_giou_1: 0.4173 loss_ce_2: 0.3592 loss_bbox_2: 0.2168 loss_giou_2: 0.3778 loss_ce_3: 0.3368 loss_bbox_3: 0.2051 loss_giou_3: 0.3577 loss_ce_4: 0.323 loss_bbox_4: 0.2058 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:31] d2.utils.events INFO: eta: 1 day, 0:30:45 iter: 135479 total_loss: 5.979 loss_ce: 0.3265 loss_bbox: 0.1811 loss_giou: 0.3565 loss_ce_0: 0.5323 loss_bbox_0: 0.3182 loss_giou_0: 0.5535 loss_ce_1: 0.4279 loss_bbox_1: 0.2185 loss_giou_1: 0.4047 loss_ce_2: 0.3643 loss_bbox_2: 0.1949 loss_giou_2: 0.3675 loss_ce_3: 0.337 loss_bbox_3: 0.1873 loss_giou_3: 0.3601 loss_ce_4: 0.3219 loss_bbox_4: 0.1897 loss_giou_4: 0.3561 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:36] d2.utils.events INFO: eta: 1 day, 0:30:02 iter: 135499 total_loss: 6 loss_ce: 0.3151 loss_bbox: 0.2061 loss_giou: 0.3657 loss_ce_0: 0.5075 loss_bbox_0: 0.3328 loss_giou_0: 0.5522 loss_ce_1: 0.4163 loss_bbox_1: 0.233 loss_giou_1: 0.4183 loss_ce_2: 0.3574 loss_bbox_2: 0.2113 loss_giou_2: 0.387 loss_ce_3: 0.3322 loss_bbox_3: 0.2091 loss_giou_3: 0.3702 loss_ce_4: 0.3101 loss_bbox_4: 0.2065 loss_giou_4: 0.3696 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:42] d2.utils.events INFO: eta: 1 day, 0:29:40 iter: 135519 total_loss: 6.006 loss_ce: 0.318 loss_bbox: 0.1985 loss_giou: 0.3433 loss_ce_0: 0.5221 loss_bbox_0: 0.3375 loss_giou_0: 0.5203 loss_ce_1: 0.4107 loss_bbox_1: 0.2309 loss_giou_1: 0.3888 loss_ce_2: 0.3651 loss_bbox_2: 0.2079 loss_giou_2: 0.3615 loss_ce_3: 0.3289 loss_bbox_3: 0.2016 loss_giou_3: 0.3534 loss_ce_4: 0.3247 loss_bbox_4: 0.1988 loss_giou_4: 0.3506 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:48] d2.utils.events INFO: eta: 1 day, 0:29:26 iter: 135539 total_loss: 5.978 loss_ce: 0.3302 loss_bbox: 0.185 loss_giou: 0.3291 loss_ce_0: 0.5169 loss_bbox_0: 0.3297 loss_giou_0: 0.506 loss_ce_1: 0.4253 loss_bbox_1: 0.2241 loss_giou_1: 0.3767 loss_ce_2: 0.3688 loss_bbox_2: 0.1985 loss_giou_2: 0.3519 loss_ce_3: 0.3328 loss_bbox_3: 0.1894 loss_giou_3: 0.3433 loss_ce_4: 0.3306 loss_bbox_4: 0.1841 loss_giou_4: 0.3334 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:53] d2.utils.events INFO: eta: 1 day, 0:29:45 iter: 135559 total_loss: 5.826 loss_ce: 0.3026 loss_bbox: 0.1897 loss_giou: 0.3353 loss_ce_0: 0.5057 loss_bbox_0: 0.3127 loss_giou_0: 0.5128 loss_ce_1: 0.3997 loss_bbox_1: 0.2155 loss_giou_1: 0.3745 loss_ce_2: 0.3494 loss_bbox_2: 0.2016 loss_giou_2: 0.3516 loss_ce_3: 0.3196 loss_bbox_3: 0.1957 loss_giou_3: 0.3421 loss_ce_4: 0.3038 loss_bbox_4: 0.193 loss_giou_4: 0.3384 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 00:15:59] d2.utils.events INFO: eta: 1 day, 0:30:00 iter: 135579 total_loss: 6.018 loss_ce: 0.322 loss_bbox: 0.1911 loss_giou: 0.337 loss_ce_0: 0.5305 loss_bbox_0: 0.3414 loss_giou_0: 0.5331 loss_ce_1: 0.4361 loss_bbox_1: 0.2308 loss_giou_1: 0.3946 loss_ce_2: 0.3579 loss_bbox_2: 0.2069 loss_giou_2: 0.3546 loss_ce_3: 0.3365 loss_bbox_3: 0.2 loss_giou_3: 0.3426 loss_ce_4: 0.3277 loss_bbox_4: 0.1956 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:05] d2.utils.events INFO: eta: 1 day, 0:29:54 iter: 135599 total_loss: 5.622 loss_ce: 0.2971 loss_bbox: 0.1901 loss_giou: 0.3314 loss_ce_0: 0.4869 loss_bbox_0: 0.3245 loss_giou_0: 0.513 loss_ce_1: 0.3961 loss_bbox_1: 0.2229 loss_giou_1: 0.384 loss_ce_2: 0.3334 loss_bbox_2: 0.2029 loss_giou_2: 0.3421 loss_ce_3: 0.2982 loss_bbox_3: 0.1943 loss_giou_3: 0.332 loss_ce_4: 0.2942 loss_bbox_4: 0.1928 loss_giou_4: 0.3281 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:10] d2.utils.events INFO: eta: 1 day, 0:30:37 iter: 135619 total_loss: 6.232 loss_ce: 0.3311 loss_bbox: 0.1916 loss_giou: 0.3483 loss_ce_0: 0.5169 loss_bbox_0: 0.3353 loss_giou_0: 0.5384 loss_ce_1: 0.4242 loss_bbox_1: 0.2359 loss_giou_1: 0.4075 loss_ce_2: 0.3594 loss_bbox_2: 0.214 loss_giou_2: 0.3717 loss_ce_3: 0.3366 loss_bbox_3: 0.2036 loss_giou_3: 0.3591 loss_ce_4: 0.3304 loss_bbox_4: 0.1959 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:16] d2.utils.events INFO: eta: 1 day, 0:30:21 iter: 135639 total_loss: 5.953 loss_ce: 0.3156 loss_bbox: 0.1956 loss_giou: 0.3553 loss_ce_0: 0.512 loss_bbox_0: 0.3313 loss_giou_0: 0.5424 loss_ce_1: 0.4084 loss_bbox_1: 0.2344 loss_giou_1: 0.4078 loss_ce_2: 0.3581 loss_bbox_2: 0.2085 loss_giou_2: 0.3823 loss_ce_3: 0.3331 loss_bbox_3: 0.2039 loss_giou_3: 0.3693 loss_ce_4: 0.3207 loss_bbox_4: 0.1975 loss_giou_4: 0.36 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:22] d2.utils.events INFO: eta: 1 day, 0:29:17 iter: 135659 total_loss: 5.863 loss_ce: 0.293 loss_bbox: 0.1804 loss_giou: 0.3489 loss_ce_0: 0.5001 loss_bbox_0: 0.3064 loss_giou_0: 0.5596 loss_ce_1: 0.3877 loss_bbox_1: 0.2149 loss_giou_1: 0.4044 loss_ce_2: 0.3246 loss_bbox_2: 0.1919 loss_giou_2: 0.3695 loss_ce_3: 0.3007 loss_bbox_3: 0.1883 loss_giou_3: 0.3534 loss_ce_4: 0.2903 loss_bbox_4: 0.1836 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:27] d2.utils.events INFO: eta: 1 day, 0:28:55 iter: 135679 total_loss: 5.919 loss_ce: 0.3089 loss_bbox: 0.1878 loss_giou: 0.3586 loss_ce_0: 0.5143 loss_bbox_0: 0.3272 loss_giou_0: 0.5412 loss_ce_1: 0.4197 loss_bbox_1: 0.2249 loss_giou_1: 0.4084 loss_ce_2: 0.363 loss_bbox_2: 0.2046 loss_giou_2: 0.3769 loss_ce_3: 0.3315 loss_bbox_3: 0.1953 loss_giou_3: 0.3581 loss_ce_4: 0.3235 loss_bbox_4: 0.1907 loss_giou_4: 0.3606 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:33] d2.utils.events INFO: eta: 1 day, 0:28:42 iter: 135699 total_loss: 5.757 loss_ce: 0.3069 loss_bbox: 0.1949 loss_giou: 0.3386 loss_ce_0: 0.5108 loss_bbox_0: 0.3305 loss_giou_0: 0.52 loss_ce_1: 0.3962 loss_bbox_1: 0.2278 loss_giou_1: 0.385 loss_ce_2: 0.3445 loss_bbox_2: 0.199 loss_giou_2: 0.3527 loss_ce_3: 0.3136 loss_bbox_3: 0.1916 loss_giou_3: 0.342 loss_ce_4: 0.3072 loss_bbox_4: 0.1917 loss_giou_4: 0.341 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:39] d2.utils.events INFO: eta: 1 day, 0:27:49 iter: 135719 total_loss: 5.935 loss_ce: 0.2976 loss_bbox: 0.1893 loss_giou: 0.3327 loss_ce_0: 0.513 loss_bbox_0: 0.3277 loss_giou_0: 0.512 loss_ce_1: 0.416 loss_bbox_1: 0.2195 loss_giou_1: 0.3812 loss_ce_2: 0.328 loss_bbox_2: 0.1999 loss_giou_2: 0.3419 loss_ce_3: 0.3091 loss_bbox_3: 0.1945 loss_giou_3: 0.3384 loss_ce_4: 0.2929 loss_bbox_4: 0.1935 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:44] d2.utils.events INFO: eta: 1 day, 0:27:54 iter: 135739 total_loss: 5.806 loss_ce: 0.3003 loss_bbox: 0.189 loss_giou: 0.3383 loss_ce_0: 0.5031 loss_bbox_0: 0.3226 loss_giou_0: 0.5369 loss_ce_1: 0.3932 loss_bbox_1: 0.2166 loss_giou_1: 0.397 loss_ce_2: 0.3297 loss_bbox_2: 0.1986 loss_giou_2: 0.3692 loss_ce_3: 0.3063 loss_bbox_3: 0.1918 loss_giou_3: 0.3511 loss_ce_4: 0.2997 loss_bbox_4: 0.1857 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:50] d2.utils.events INFO: eta: 1 day, 0:27:38 iter: 135759 total_loss: 6.193 loss_ce: 0.3181 loss_bbox: 0.1985 loss_giou: 0.3698 loss_ce_0: 0.5253 loss_bbox_0: 0.324 loss_giou_0: 0.5497 loss_ce_1: 0.4065 loss_bbox_1: 0.228 loss_giou_1: 0.4178 loss_ce_2: 0.3573 loss_bbox_2: 0.2203 loss_giou_2: 0.3821 loss_ce_3: 0.3275 loss_bbox_3: 0.2057 loss_giou_3: 0.3791 loss_ce_4: 0.3119 loss_bbox_4: 0.2009 loss_giou_4: 0.374 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 00:16:56] d2.utils.events INFO: eta: 1 day, 0:27:09 iter: 135779 total_loss: 6.362 loss_ce: 0.3371 loss_bbox: 0.2012 loss_giou: 0.3631 loss_ce_0: 0.5292 loss_bbox_0: 0.3466 loss_giou_0: 0.5436 loss_ce_1: 0.4386 loss_bbox_1: 0.2352 loss_giou_1: 0.4185 loss_ce_2: 0.3808 loss_bbox_2: 0.2104 loss_giou_2: 0.3831 loss_ce_3: 0.361 loss_bbox_3: 0.2078 loss_giou_3: 0.3728 loss_ce_4: 0.3407 loss_bbox_4: 0.2015 loss_giou_4: 0.3629 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:01] d2.utils.events INFO: eta: 1 day, 0:27:37 iter: 135799 total_loss: 5.922 loss_ce: 0.313 loss_bbox: 0.1989 loss_giou: 0.3508 loss_ce_0: 0.5348 loss_bbox_0: 0.3373 loss_giou_0: 0.5361 loss_ce_1: 0.4234 loss_bbox_1: 0.2342 loss_giou_1: 0.4017 loss_ce_2: 0.3623 loss_bbox_2: 0.2149 loss_giou_2: 0.3683 loss_ce_3: 0.3221 loss_bbox_3: 0.2039 loss_giou_3: 0.3641 loss_ce_4: 0.3167 loss_bbox_4: 0.2 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:07] d2.utils.events INFO: eta: 1 day, 0:27:31 iter: 135819 total_loss: 6.378 loss_ce: 0.3458 loss_bbox: 0.1939 loss_giou: 0.3604 loss_ce_0: 0.5497 loss_bbox_0: 0.3325 loss_giou_0: 0.5627 loss_ce_1: 0.4509 loss_bbox_1: 0.2325 loss_giou_1: 0.4165 loss_ce_2: 0.3864 loss_bbox_2: 0.2035 loss_giou_2: 0.3802 loss_ce_3: 0.3553 loss_bbox_3: 0.2002 loss_giou_3: 0.3717 loss_ce_4: 0.343 loss_bbox_4: 0.195 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:13] d2.utils.events INFO: eta: 1 day, 0:26:54 iter: 135839 total_loss: 6.151 loss_ce: 0.3172 loss_bbox: 0.2055 loss_giou: 0.3455 loss_ce_0: 0.5329 loss_bbox_0: 0.3437 loss_giou_0: 0.5174 loss_ce_1: 0.4215 loss_bbox_1: 0.24 loss_giou_1: 0.3866 loss_ce_2: 0.3685 loss_bbox_2: 0.2108 loss_giou_2: 0.3595 loss_ce_3: 0.3309 loss_bbox_3: 0.2052 loss_giou_3: 0.3499 loss_ce_4: 0.3272 loss_bbox_4: 0.2099 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:18] d2.utils.events INFO: eta: 1 day, 0:26:20 iter: 135859 total_loss: 6.193 loss_ce: 0.3131 loss_bbox: 0.182 loss_giou: 0.3617 loss_ce_0: 0.5304 loss_bbox_0: 0.3263 loss_giou_0: 0.5388 loss_ce_1: 0.4226 loss_bbox_1: 0.2134 loss_giou_1: 0.4068 loss_ce_2: 0.3552 loss_bbox_2: 0.1925 loss_giou_2: 0.3717 loss_ce_3: 0.3232 loss_bbox_3: 0.1926 loss_giou_3: 0.3611 loss_ce_4: 0.3139 loss_bbox_4: 0.1826 loss_giou_4: 0.3617 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:24] d2.utils.events INFO: eta: 1 day, 0:26:11 iter: 135879 total_loss: 6.012 loss_ce: 0.3123 loss_bbox: 0.1939 loss_giou: 0.3488 loss_ce_0: 0.5033 loss_bbox_0: 0.3184 loss_giou_0: 0.5325 loss_ce_1: 0.4097 loss_bbox_1: 0.2237 loss_giou_1: 0.393 loss_ce_2: 0.3468 loss_bbox_2: 0.2098 loss_giou_2: 0.3719 loss_ce_3: 0.3192 loss_bbox_3: 0.1945 loss_giou_3: 0.3587 loss_ce_4: 0.318 loss_bbox_4: 0.1963 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:30] d2.utils.events INFO: eta: 1 day, 0:26:05 iter: 135899 total_loss: 6.202 loss_ce: 0.3275 loss_bbox: 0.2165 loss_giou: 0.3492 loss_ce_0: 0.5295 loss_bbox_0: 0.3502 loss_giou_0: 0.5412 loss_ce_1: 0.4288 loss_bbox_1: 0.246 loss_giou_1: 0.3929 loss_ce_2: 0.3649 loss_bbox_2: 0.2271 loss_giou_2: 0.3674 loss_ce_3: 0.3353 loss_bbox_3: 0.2203 loss_giou_3: 0.3557 loss_ce_4: 0.3273 loss_bbox_4: 0.2176 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:35] d2.utils.events INFO: eta: 1 day, 0:26:00 iter: 135919 total_loss: 6.269 loss_ce: 0.3258 loss_bbox: 0.1943 loss_giou: 0.3712 loss_ce_0: 0.5266 loss_bbox_0: 0.3318 loss_giou_0: 0.5607 loss_ce_1: 0.4156 loss_bbox_1: 0.2228 loss_giou_1: 0.4169 loss_ce_2: 0.3588 loss_bbox_2: 0.2082 loss_giou_2: 0.3999 loss_ce_3: 0.3321 loss_bbox_3: 0.198 loss_giou_3: 0.3791 loss_ce_4: 0.328 loss_bbox_4: 0.199 loss_giou_4: 0.3758 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:41] d2.utils.events INFO: eta: 1 day, 0:25:09 iter: 135939 total_loss: 6.001 loss_ce: 0.3304 loss_bbox: 0.2011 loss_giou: 0.3491 loss_ce_0: 0.5316 loss_bbox_0: 0.3305 loss_giou_0: 0.5348 loss_ce_1: 0.4259 loss_bbox_1: 0.2268 loss_giou_1: 0.3905 loss_ce_2: 0.3557 loss_bbox_2: 0.213 loss_giou_2: 0.3679 loss_ce_3: 0.3354 loss_bbox_3: 0.203 loss_giou_3: 0.3547 loss_ce_4: 0.3251 loss_bbox_4: 0.2027 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:47] d2.utils.events INFO: eta: 1 day, 0:24:41 iter: 135959 total_loss: 5.786 loss_ce: 0.3081 loss_bbox: 0.1935 loss_giou: 0.3588 loss_ce_0: 0.5184 loss_bbox_0: 0.335 loss_giou_0: 0.5461 loss_ce_1: 0.4017 loss_bbox_1: 0.2186 loss_giou_1: 0.3994 loss_ce_2: 0.3388 loss_bbox_2: 0.2004 loss_giou_2: 0.3705 loss_ce_3: 0.3177 loss_bbox_3: 0.199 loss_giou_3: 0.3609 loss_ce_4: 0.308 loss_bbox_4: 0.1959 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:52] d2.utils.events INFO: eta: 1 day, 0:23:10 iter: 135979 total_loss: 5.895 loss_ce: 0.3069 loss_bbox: 0.1973 loss_giou: 0.3544 loss_ce_0: 0.5174 loss_bbox_0: 0.3134 loss_giou_0: 0.5258 loss_ce_1: 0.4022 loss_bbox_1: 0.2202 loss_giou_1: 0.3961 loss_ce_2: 0.3462 loss_bbox_2: 0.2027 loss_giou_2: 0.3749 loss_ce_3: 0.3183 loss_bbox_3: 0.2009 loss_giou_3: 0.3608 loss_ce_4: 0.3089 loss_bbox_4: 0.1985 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:17:58] d2.utils.events INFO: eta: 1 day, 0:23:46 iter: 135999 total_loss: 6.066 loss_ce: 0.313 loss_bbox: 0.1973 loss_giou: 0.3526 loss_ce_0: 0.4981 loss_bbox_0: 0.3308 loss_giou_0: 0.5439 loss_ce_1: 0.4129 loss_bbox_1: 0.2252 loss_giou_1: 0.4125 loss_ce_2: 0.3411 loss_bbox_2: 0.2108 loss_giou_2: 0.3716 loss_ce_3: 0.3213 loss_bbox_3: 0.2026 loss_giou_3: 0.3652 loss_ce_4: 0.3064 loss_bbox_4: 0.1975 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:04] d2.utils.events INFO: eta: 1 day, 0:24:11 iter: 136019 total_loss: 6.081 loss_ce: 0.3148 loss_bbox: 0.1899 loss_giou: 0.3672 loss_ce_0: 0.5095 loss_bbox_0: 0.3301 loss_giou_0: 0.5386 loss_ce_1: 0.4181 loss_bbox_1: 0.2279 loss_giou_1: 0.407 loss_ce_2: 0.3439 loss_bbox_2: 0.2147 loss_giou_2: 0.3793 loss_ce_3: 0.3197 loss_bbox_3: 0.2005 loss_giou_3: 0.3744 loss_ce_4: 0.3153 loss_bbox_4: 0.1946 loss_giou_4: 0.3712 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:09] d2.utils.events INFO: eta: 1 day, 0:23:49 iter: 136039 total_loss: 6.184 loss_ce: 0.3271 loss_bbox: 0.1824 loss_giou: 0.3605 loss_ce_0: 0.5262 loss_bbox_0: 0.3232 loss_giou_0: 0.5529 loss_ce_1: 0.421 loss_bbox_1: 0.223 loss_giou_1: 0.41 loss_ce_2: 0.3637 loss_bbox_2: 0.2007 loss_giou_2: 0.3803 loss_ce_3: 0.3414 loss_bbox_3: 0.1924 loss_giou_3: 0.3716 loss_ce_4: 0.3214 loss_bbox_4: 0.1836 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:15] d2.utils.events INFO: eta: 1 day, 0:23:59 iter: 136059 total_loss: 5.951 loss_ce: 0.307 loss_bbox: 0.2063 loss_giou: 0.3349 loss_ce_0: 0.5017 loss_bbox_0: 0.3488 loss_giou_0: 0.52 loss_ce_1: 0.4035 loss_bbox_1: 0.2444 loss_giou_1: 0.3851 loss_ce_2: 0.3355 loss_bbox_2: 0.2219 loss_giou_2: 0.3515 loss_ce_3: 0.3095 loss_bbox_3: 0.2151 loss_giou_3: 0.346 loss_ce_4: 0.3092 loss_bbox_4: 0.2109 loss_giou_4: 0.3426 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:21] d2.utils.events INFO: eta: 1 day, 0:25:08 iter: 136079 total_loss: 6.249 loss_ce: 0.337 loss_bbox: 0.1883 loss_giou: 0.3546 loss_ce_0: 0.5191 loss_bbox_0: 0.3368 loss_giou_0: 0.5531 loss_ce_1: 0.423 loss_bbox_1: 0.2223 loss_giou_1: 0.4256 loss_ce_2: 0.3596 loss_bbox_2: 0.212 loss_giou_2: 0.3879 loss_ce_3: 0.3481 loss_bbox_3: 0.1941 loss_giou_3: 0.3701 loss_ce_4: 0.3342 loss_bbox_4: 0.1903 loss_giou_4: 0.3666 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:26] d2.utils.events INFO: eta: 1 day, 0:25:09 iter: 136099 total_loss: 6.178 loss_ce: 0.3367 loss_bbox: 0.2002 loss_giou: 0.3475 loss_ce_0: 0.5261 loss_bbox_0: 0.3285 loss_giou_0: 0.5345 loss_ce_1: 0.4486 loss_bbox_1: 0.2285 loss_giou_1: 0.4007 loss_ce_2: 0.3811 loss_bbox_2: 0.2092 loss_giou_2: 0.3614 loss_ce_3: 0.3558 loss_bbox_3: 0.2076 loss_giou_3: 0.3582 loss_ce_4: 0.3377 loss_bbox_4: 0.2008 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:32] d2.utils.events INFO: eta: 1 day, 0:25:11 iter: 136119 total_loss: 6.034 loss_ce: 0.3431 loss_bbox: 0.1943 loss_giou: 0.3359 loss_ce_0: 0.536 loss_bbox_0: 0.3411 loss_giou_0: 0.532 loss_ce_1: 0.4165 loss_bbox_1: 0.221 loss_giou_1: 0.3877 loss_ce_2: 0.3645 loss_bbox_2: 0.21 loss_giou_2: 0.3509 loss_ce_3: 0.3422 loss_bbox_3: 0.2067 loss_giou_3: 0.3477 loss_ce_4: 0.338 loss_bbox_4: 0.1968 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:38] d2.utils.events INFO: eta: 1 day, 0:25:06 iter: 136139 total_loss: 6.085 loss_ce: 0.3249 loss_bbox: 0.2113 loss_giou: 0.3576 loss_ce_0: 0.523 loss_bbox_0: 0.3339 loss_giou_0: 0.534 loss_ce_1: 0.427 loss_bbox_1: 0.2454 loss_giou_1: 0.3991 loss_ce_2: 0.3642 loss_bbox_2: 0.2242 loss_giou_2: 0.3744 loss_ce_3: 0.3345 loss_bbox_3: 0.2139 loss_giou_3: 0.3598 loss_ce_4: 0.3182 loss_bbox_4: 0.2107 loss_giou_4: 0.3549 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:43] d2.utils.events INFO: eta: 1 day, 0:25:08 iter: 136159 total_loss: 6.017 loss_ce: 0.3309 loss_bbox: 0.2015 loss_giou: 0.3339 loss_ce_0: 0.5356 loss_bbox_0: 0.3392 loss_giou_0: 0.5472 loss_ce_1: 0.425 loss_bbox_1: 0.2293 loss_giou_1: 0.3985 loss_ce_2: 0.3721 loss_bbox_2: 0.2135 loss_giou_2: 0.3623 loss_ce_3: 0.3421 loss_bbox_3: 0.2067 loss_giou_3: 0.349 loss_ce_4: 0.3369 loss_bbox_4: 0.2009 loss_giou_4: 0.3341 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:49] d2.utils.events INFO: eta: 1 day, 0:25:00 iter: 136179 total_loss: 6.116 loss_ce: 0.3306 loss_bbox: 0.1958 loss_giou: 0.347 loss_ce_0: 0.5248 loss_bbox_0: 0.3386 loss_giou_0: 0.543 loss_ce_1: 0.4227 loss_bbox_1: 0.2391 loss_giou_1: 0.4037 loss_ce_2: 0.3637 loss_bbox_2: 0.2093 loss_giou_2: 0.3706 loss_ce_3: 0.3366 loss_bbox_3: 0.2063 loss_giou_3: 0.3561 loss_ce_4: 0.3245 loss_bbox_4: 0.2016 loss_giou_4: 0.3477 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 00:18:55] d2.utils.events INFO: eta: 1 day, 0:24:35 iter: 136199 total_loss: 5.997 loss_ce: 0.323 loss_bbox: 0.1918 loss_giou: 0.3353 loss_ce_0: 0.5255 loss_bbox_0: 0.3197 loss_giou_0: 0.5006 loss_ce_1: 0.4156 loss_bbox_1: 0.232 loss_giou_1: 0.3783 loss_ce_2: 0.3553 loss_bbox_2: 0.2057 loss_giou_2: 0.3471 loss_ce_3: 0.3222 loss_bbox_3: 0.1994 loss_giou_3: 0.3386 loss_ce_4: 0.3212 loss_bbox_4: 0.1956 loss_giou_4: 0.3354 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:00] d2.utils.events INFO: eta: 1 day, 0:24:00 iter: 136219 total_loss: 5.763 loss_ce: 0.3046 loss_bbox: 0.1943 loss_giou: 0.3364 loss_ce_0: 0.5103 loss_bbox_0: 0.3328 loss_giou_0: 0.5152 loss_ce_1: 0.4077 loss_bbox_1: 0.2237 loss_giou_1: 0.3788 loss_ce_2: 0.3427 loss_bbox_2: 0.2093 loss_giou_2: 0.3564 loss_ce_3: 0.3163 loss_bbox_3: 0.2027 loss_giou_3: 0.3411 loss_ce_4: 0.3124 loss_bbox_4: 0.1984 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:06] d2.utils.events INFO: eta: 1 day, 0:23:34 iter: 136239 total_loss: 5.937 loss_ce: 0.3286 loss_bbox: 0.2007 loss_giou: 0.3525 loss_ce_0: 0.5303 loss_bbox_0: 0.333 loss_giou_0: 0.5214 loss_ce_1: 0.4357 loss_bbox_1: 0.225 loss_giou_1: 0.3975 loss_ce_2: 0.3658 loss_bbox_2: 0.2077 loss_giou_2: 0.364 loss_ce_3: 0.3386 loss_bbox_3: 0.2086 loss_giou_3: 0.3529 loss_ce_4: 0.325 loss_bbox_4: 0.2022 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:12] d2.utils.events INFO: eta: 1 day, 0:23:28 iter: 136259 total_loss: 6.021 loss_ce: 0.3285 loss_bbox: 0.2066 loss_giou: 0.3546 loss_ce_0: 0.5302 loss_bbox_0: 0.335 loss_giou_0: 0.5343 loss_ce_1: 0.4134 loss_bbox_1: 0.24 loss_giou_1: 0.4008 loss_ce_2: 0.3589 loss_bbox_2: 0.2174 loss_giou_2: 0.3693 loss_ce_3: 0.3247 loss_bbox_3: 0.2104 loss_giou_3: 0.3614 loss_ce_4: 0.3252 loss_bbox_4: 0.2134 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:17] d2.utils.events INFO: eta: 1 day, 0:22:28 iter: 136279 total_loss: 6.072 loss_ce: 0.3275 loss_bbox: 0.1934 loss_giou: 0.3476 loss_ce_0: 0.526 loss_bbox_0: 0.3277 loss_giou_0: 0.5527 loss_ce_1: 0.4377 loss_bbox_1: 0.2281 loss_giou_1: 0.4109 loss_ce_2: 0.3603 loss_bbox_2: 0.2061 loss_giou_2: 0.3775 loss_ce_3: 0.3355 loss_bbox_3: 0.1981 loss_giou_3: 0.3597 loss_ce_4: 0.3297 loss_bbox_4: 0.1924 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:23] d2.utils.events INFO: eta: 1 day, 0:22:58 iter: 136299 total_loss: 6.262 loss_ce: 0.3301 loss_bbox: 0.1956 loss_giou: 0.3617 loss_ce_0: 0.5354 loss_bbox_0: 0.3348 loss_giou_0: 0.5537 loss_ce_1: 0.4249 loss_bbox_1: 0.2273 loss_giou_1: 0.4133 loss_ce_2: 0.3719 loss_bbox_2: 0.2127 loss_giou_2: 0.3896 loss_ce_3: 0.342 loss_bbox_3: 0.2029 loss_giou_3: 0.3807 loss_ce_4: 0.3345 loss_bbox_4: 0.1976 loss_giou_4: 0.3675 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:29] d2.utils.events INFO: eta: 1 day, 0:22:39 iter: 136319 total_loss: 5.522 loss_ce: 0.2814 loss_bbox: 0.1828 loss_giou: 0.3167 loss_ce_0: 0.4867 loss_bbox_0: 0.3068 loss_giou_0: 0.4823 loss_ce_1: 0.3787 loss_bbox_1: 0.208 loss_giou_1: 0.3725 loss_ce_2: 0.3163 loss_bbox_2: 0.1998 loss_giou_2: 0.3415 loss_ce_3: 0.2956 loss_bbox_3: 0.1909 loss_giou_3: 0.3268 loss_ce_4: 0.2872 loss_bbox_4: 0.1842 loss_giou_4: 0.3136 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:34] d2.utils.events INFO: eta: 1 day, 0:23:11 iter: 136339 total_loss: 6.392 loss_ce: 0.3416 loss_bbox: 0.1854 loss_giou: 0.3546 loss_ce_0: 0.5347 loss_bbox_0: 0.3387 loss_giou_0: 0.5672 loss_ce_1: 0.4401 loss_bbox_1: 0.2346 loss_giou_1: 0.4131 loss_ce_2: 0.38 loss_bbox_2: 0.2099 loss_giou_2: 0.377 loss_ce_3: 0.3535 loss_bbox_3: 0.1986 loss_giou_3: 0.3648 loss_ce_4: 0.3458 loss_bbox_4: 0.1896 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:40] d2.utils.events INFO: eta: 1 day, 0:22:58 iter: 136359 total_loss: 5.996 loss_ce: 0.3251 loss_bbox: 0.2013 loss_giou: 0.3427 loss_ce_0: 0.5188 loss_bbox_0: 0.3365 loss_giou_0: 0.5478 loss_ce_1: 0.4227 loss_bbox_1: 0.2259 loss_giou_1: 0.3837 loss_ce_2: 0.3646 loss_bbox_2: 0.2132 loss_giou_2: 0.3556 loss_ce_3: 0.33 loss_bbox_3: 0.2033 loss_giou_3: 0.3497 loss_ce_4: 0.3208 loss_bbox_4: 0.1993 loss_giou_4: 0.3457 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:46] d2.utils.events INFO: eta: 1 day, 0:22:36 iter: 136379 total_loss: 5.926 loss_ce: 0.3119 loss_bbox: 0.2091 loss_giou: 0.3315 loss_ce_0: 0.5292 loss_bbox_0: 0.3439 loss_giou_0: 0.5251 loss_ce_1: 0.4196 loss_bbox_1: 0.2397 loss_giou_1: 0.3885 loss_ce_2: 0.3526 loss_bbox_2: 0.2273 loss_giou_2: 0.3543 loss_ce_3: 0.3305 loss_bbox_3: 0.2155 loss_giou_3: 0.3434 loss_ce_4: 0.3165 loss_bbox_4: 0.2111 loss_giou_4: 0.3395 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:51] d2.utils.events INFO: eta: 1 day, 0:23:01 iter: 136399 total_loss: 6.059 loss_ce: 0.3227 loss_bbox: 0.1975 loss_giou: 0.3425 loss_ce_0: 0.5131 loss_bbox_0: 0.3389 loss_giou_0: 0.5281 loss_ce_1: 0.4123 loss_bbox_1: 0.2383 loss_giou_1: 0.387 loss_ce_2: 0.3569 loss_bbox_2: 0.2072 loss_giou_2: 0.3591 loss_ce_3: 0.3379 loss_bbox_3: 0.2007 loss_giou_3: 0.3511 loss_ce_4: 0.3245 loss_bbox_4: 0.1976 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 00:19:57] d2.utils.events INFO: eta: 1 day, 0:22:48 iter: 136419 total_loss: 6.116 loss_ce: 0.3147 loss_bbox: 0.2101 loss_giou: 0.3385 loss_ce_0: 0.5093 loss_bbox_0: 0.3506 loss_giou_0: 0.5224 loss_ce_1: 0.4203 loss_bbox_1: 0.2411 loss_giou_1: 0.3943 loss_ce_2: 0.3443 loss_bbox_2: 0.222 loss_giou_2: 0.356 loss_ce_3: 0.3154 loss_bbox_3: 0.2185 loss_giou_3: 0.3532 loss_ce_4: 0.3077 loss_bbox_4: 0.2129 loss_giou_4: 0.341 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:03] d2.utils.events INFO: eta: 1 day, 0:22:49 iter: 136439 total_loss: 5.988 loss_ce: 0.2936 loss_bbox: 0.2011 loss_giou: 0.3484 loss_ce_0: 0.508 loss_bbox_0: 0.3444 loss_giou_0: 0.5402 loss_ce_1: 0.3898 loss_bbox_1: 0.2402 loss_giou_1: 0.3946 loss_ce_2: 0.3337 loss_bbox_2: 0.2201 loss_giou_2: 0.3713 loss_ce_3: 0.3118 loss_bbox_3: 0.2091 loss_giou_3: 0.3551 loss_ce_4: 0.3008 loss_bbox_4: 0.2035 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:08] d2.utils.events INFO: eta: 1 day, 0:22:13 iter: 136459 total_loss: 5.862 loss_ce: 0.3182 loss_bbox: 0.186 loss_giou: 0.3642 loss_ce_0: 0.5005 loss_bbox_0: 0.3104 loss_giou_0: 0.5531 loss_ce_1: 0.4149 loss_bbox_1: 0.2192 loss_giou_1: 0.4108 loss_ce_2: 0.3485 loss_bbox_2: 0.1942 loss_giou_2: 0.3837 loss_ce_3: 0.3216 loss_bbox_3: 0.1866 loss_giou_3: 0.3737 loss_ce_4: 0.3147 loss_bbox_4: 0.1917 loss_giou_4: 0.3689 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:14] d2.utils.events INFO: eta: 1 day, 0:21:54 iter: 136479 total_loss: 5.765 loss_ce: 0.3228 loss_bbox: 0.1783 loss_giou: 0.3344 loss_ce_0: 0.5069 loss_bbox_0: 0.3179 loss_giou_0: 0.5283 loss_ce_1: 0.4131 loss_bbox_1: 0.2114 loss_giou_1: 0.3827 loss_ce_2: 0.3479 loss_bbox_2: 0.1878 loss_giou_2: 0.3481 loss_ce_3: 0.3205 loss_bbox_3: 0.1802 loss_giou_3: 0.3391 loss_ce_4: 0.3178 loss_bbox_4: 0.1749 loss_giou_4: 0.3351 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:20] d2.utils.events INFO: eta: 1 day, 0:22:06 iter: 136499 total_loss: 6.159 loss_ce: 0.3039 loss_bbox: 0.1974 loss_giou: 0.3685 loss_ce_0: 0.5132 loss_bbox_0: 0.3427 loss_giou_0: 0.5799 loss_ce_1: 0.413 loss_bbox_1: 0.2326 loss_giou_1: 0.4158 loss_ce_2: 0.3521 loss_bbox_2: 0.2082 loss_giou_2: 0.3821 loss_ce_3: 0.3242 loss_bbox_3: 0.2017 loss_giou_3: 0.3748 loss_ce_4: 0.3127 loss_bbox_4: 0.199 loss_giou_4: 0.3713 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:25] d2.utils.events INFO: eta: 1 day, 0:22:27 iter: 136519 total_loss: 6.066 loss_ce: 0.303 loss_bbox: 0.1989 loss_giou: 0.3524 loss_ce_0: 0.5088 loss_bbox_0: 0.3167 loss_giou_0: 0.5578 loss_ce_1: 0.3918 loss_bbox_1: 0.232 loss_giou_1: 0.4115 loss_ce_2: 0.3435 loss_bbox_2: 0.2118 loss_giou_2: 0.3704 loss_ce_3: 0.3054 loss_bbox_3: 0.2065 loss_giou_3: 0.3606 loss_ce_4: 0.302 loss_bbox_4: 0.2027 loss_giou_4: 0.3528 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:31] d2.utils.events INFO: eta: 1 day, 0:22:30 iter: 136539 total_loss: 6.161 loss_ce: 0.3176 loss_bbox: 0.1961 loss_giou: 0.3609 loss_ce_0: 0.5276 loss_bbox_0: 0.3237 loss_giou_0: 0.5625 loss_ce_1: 0.4114 loss_bbox_1: 0.2323 loss_giou_1: 0.4079 loss_ce_2: 0.3594 loss_bbox_2: 0.2059 loss_giou_2: 0.3744 loss_ce_3: 0.324 loss_bbox_3: 0.1994 loss_giou_3: 0.3616 loss_ce_4: 0.3159 loss_bbox_4: 0.1976 loss_giou_4: 0.361 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:37] d2.utils.events INFO: eta: 1 day, 0:22:55 iter: 136559 total_loss: 6.366 loss_ce: 0.3535 loss_bbox: 0.2064 loss_giou: 0.3642 loss_ce_0: 0.5463 loss_bbox_0: 0.3447 loss_giou_0: 0.5609 loss_ce_1: 0.4368 loss_bbox_1: 0.2447 loss_giou_1: 0.4137 loss_ce_2: 0.3699 loss_bbox_2: 0.2245 loss_giou_2: 0.3828 loss_ce_3: 0.3554 loss_bbox_3: 0.2128 loss_giou_3: 0.369 loss_ce_4: 0.3524 loss_bbox_4: 0.2103 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:43] d2.utils.events INFO: eta: 1 day, 0:22:10 iter: 136579 total_loss: 5.973 loss_ce: 0.323 loss_bbox: 0.1992 loss_giou: 0.3315 loss_ce_0: 0.5312 loss_bbox_0: 0.3332 loss_giou_0: 0.5105 loss_ce_1: 0.4312 loss_bbox_1: 0.2342 loss_giou_1: 0.3845 loss_ce_2: 0.3488 loss_bbox_2: 0.2176 loss_giou_2: 0.354 loss_ce_3: 0.3402 loss_bbox_3: 0.2024 loss_giou_3: 0.3434 loss_ce_4: 0.3316 loss_bbox_4: 0.2102 loss_giou_4: 0.3402 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:48] d2.utils.events INFO: eta: 1 day, 0:22:45 iter: 136599 total_loss: 5.966 loss_ce: 0.3142 loss_bbox: 0.1977 loss_giou: 0.354 loss_ce_0: 0.5164 loss_bbox_0: 0.3427 loss_giou_0: 0.5366 loss_ce_1: 0.4055 loss_bbox_1: 0.2354 loss_giou_1: 0.3995 loss_ce_2: 0.3434 loss_bbox_2: 0.2218 loss_giou_2: 0.374 loss_ce_3: 0.3243 loss_bbox_3: 0.2056 loss_giou_3: 0.365 loss_ce_4: 0.3141 loss_bbox_4: 0.2008 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 00:20:54] d2.utils.events INFO: eta: 1 day, 0:22:44 iter: 136619 total_loss: 6.061 loss_ce: 0.3142 loss_bbox: 0.2035 loss_giou: 0.3678 loss_ce_0: 0.5063 loss_bbox_0: 0.3258 loss_giou_0: 0.5528 loss_ce_1: 0.3946 loss_bbox_1: 0.2381 loss_giou_1: 0.4179 loss_ce_2: 0.3441 loss_bbox_2: 0.2127 loss_giou_2: 0.3825 loss_ce_3: 0.3253 loss_bbox_3: 0.2081 loss_giou_3: 0.3734 loss_ce_4: 0.3133 loss_bbox_4: 0.2053 loss_giou_4: 0.37 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:00] d2.utils.events INFO: eta: 1 day, 0:21:48 iter: 136639 total_loss: 6.065 loss_ce: 0.3345 loss_bbox: 0.1957 loss_giou: 0.3765 loss_ce_0: 0.5244 loss_bbox_0: 0.3238 loss_giou_0: 0.5589 loss_ce_1: 0.4258 loss_bbox_1: 0.2298 loss_giou_1: 0.4207 loss_ce_2: 0.3695 loss_bbox_2: 0.2069 loss_giou_2: 0.3986 loss_ce_3: 0.3502 loss_bbox_3: 0.1994 loss_giou_3: 0.3843 loss_ce_4: 0.3313 loss_bbox_4: 0.1972 loss_giou_4: 0.3821 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:05] d2.utils.events INFO: eta: 1 day, 0:21:40 iter: 136659 total_loss: 6.129 loss_ce: 0.332 loss_bbox: 0.1965 loss_giou: 0.3503 loss_ce_0: 0.5171 loss_bbox_0: 0.3396 loss_giou_0: 0.5229 loss_ce_1: 0.4079 loss_bbox_1: 0.2289 loss_giou_1: 0.3963 loss_ce_2: 0.3507 loss_bbox_2: 0.2106 loss_giou_2: 0.3678 loss_ce_3: 0.3244 loss_bbox_3: 0.2052 loss_giou_3: 0.3604 loss_ce_4: 0.3275 loss_bbox_4: 0.1999 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:11] d2.utils.events INFO: eta: 1 day, 0:21:37 iter: 136679 total_loss: 5.857 loss_ce: 0.3177 loss_bbox: 0.2022 loss_giou: 0.3329 loss_ce_0: 0.5128 loss_bbox_0: 0.342 loss_giou_0: 0.5412 loss_ce_1: 0.4104 loss_bbox_1: 0.2346 loss_giou_1: 0.3768 loss_ce_2: 0.355 loss_bbox_2: 0.2085 loss_giou_2: 0.3455 loss_ce_3: 0.3289 loss_bbox_3: 0.2065 loss_giou_3: 0.3413 loss_ce_4: 0.3207 loss_bbox_4: 0.2025 loss_giou_4: 0.3367 time: 0.2802 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:16] d2.utils.events INFO: eta: 1 day, 0:21:28 iter: 136699 total_loss: 6.187 loss_ce: 0.3403 loss_bbox: 0.1942 loss_giou: 0.3419 loss_ce_0: 0.5339 loss_bbox_0: 0.3296 loss_giou_0: 0.522 loss_ce_1: 0.4265 loss_bbox_1: 0.2269 loss_giou_1: 0.3858 loss_ce_2: 0.3786 loss_bbox_2: 0.2082 loss_giou_2: 0.3544 loss_ce_3: 0.3458 loss_bbox_3: 0.2029 loss_giou_3: 0.3495 loss_ce_4: 0.3366 loss_bbox_4: 0.1963 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:22] d2.utils.events INFO: eta: 1 day, 0:21:52 iter: 136719 total_loss: 6.43 loss_ce: 0.3453 loss_bbox: 0.2152 loss_giou: 0.3953 loss_ce_0: 0.5249 loss_bbox_0: 0.3658 loss_giou_0: 0.57 loss_ce_1: 0.4402 loss_bbox_1: 0.258 loss_giou_1: 0.4417 loss_ce_2: 0.3704 loss_bbox_2: 0.2377 loss_giou_2: 0.411 loss_ce_3: 0.3418 loss_bbox_3: 0.2234 loss_giou_3: 0.3994 loss_ce_4: 0.335 loss_bbox_4: 0.218 loss_giou_4: 0.3927 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:28] d2.utils.events INFO: eta: 1 day, 0:21:27 iter: 136739 total_loss: 5.935 loss_ce: 0.2773 loss_bbox: 0.188 loss_giou: 0.3495 loss_ce_0: 0.4884 loss_bbox_0: 0.3176 loss_giou_0: 0.5094 loss_ce_1: 0.3983 loss_bbox_1: 0.2161 loss_giou_1: 0.3813 loss_ce_2: 0.3195 loss_bbox_2: 0.198 loss_giou_2: 0.3623 loss_ce_3: 0.2927 loss_bbox_3: 0.193 loss_giou_3: 0.3571 loss_ce_4: 0.2827 loss_bbox_4: 0.1917 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:33] d2.utils.events INFO: eta: 1 day, 0:21:41 iter: 136759 total_loss: 6.414 loss_ce: 0.343 loss_bbox: 0.1841 loss_giou: 0.363 loss_ce_0: 0.5408 loss_bbox_0: 0.3383 loss_giou_0: 0.5651 loss_ce_1: 0.4448 loss_bbox_1: 0.2277 loss_giou_1: 0.4095 loss_ce_2: 0.3915 loss_bbox_2: 0.2012 loss_giou_2: 0.3764 loss_ce_3: 0.36 loss_bbox_3: 0.1958 loss_giou_3: 0.3669 loss_ce_4: 0.3476 loss_bbox_4: 0.186 loss_giou_4: 0.3692 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:39] d2.utils.events INFO: eta: 1 day, 0:22:02 iter: 136779 total_loss: 6.306 loss_ce: 0.3466 loss_bbox: 0.2059 loss_giou: 0.3672 loss_ce_0: 0.5233 loss_bbox_0: 0.3351 loss_giou_0: 0.5463 loss_ce_1: 0.4499 loss_bbox_1: 0.2401 loss_giou_1: 0.416 loss_ce_2: 0.3828 loss_bbox_2: 0.2187 loss_giou_2: 0.3871 loss_ce_3: 0.3514 loss_bbox_3: 0.2095 loss_giou_3: 0.3774 loss_ce_4: 0.3418 loss_bbox_4: 0.2054 loss_giou_4: 0.3713 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:45] d2.utils.events INFO: eta: 1 day, 0:21:11 iter: 136799 total_loss: 6.006 loss_ce: 0.3211 loss_bbox: 0.1981 loss_giou: 0.3503 loss_ce_0: 0.5191 loss_bbox_0: 0.3276 loss_giou_0: 0.5462 loss_ce_1: 0.4225 loss_bbox_1: 0.2348 loss_giou_1: 0.4061 loss_ce_2: 0.3499 loss_bbox_2: 0.212 loss_giou_2: 0.3661 loss_ce_3: 0.3323 loss_bbox_3: 0.205 loss_giou_3: 0.3569 loss_ce_4: 0.3187 loss_bbox_4: 0.2003 loss_giou_4: 0.3531 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:50] d2.utils.events INFO: eta: 1 day, 0:21:44 iter: 136819 total_loss: 5.954 loss_ce: 0.3197 loss_bbox: 0.1885 loss_giou: 0.3379 loss_ce_0: 0.5176 loss_bbox_0: 0.3267 loss_giou_0: 0.5408 loss_ce_1: 0.4289 loss_bbox_1: 0.2204 loss_giou_1: 0.3879 loss_ce_2: 0.3702 loss_bbox_2: 0.2014 loss_giou_2: 0.3557 loss_ce_3: 0.3402 loss_bbox_3: 0.1918 loss_giou_3: 0.3406 loss_ce_4: 0.3122 loss_bbox_4: 0.1826 loss_giou_4: 0.3362 time: 0.2802 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 00:21:56] d2.utils.events INFO: eta: 1 day, 0:21:54 iter: 136839 total_loss: 5.893 loss_ce: 0.3202 loss_bbox: 0.1854 loss_giou: 0.3451 loss_ce_0: 0.5273 loss_bbox_0: 0.3239 loss_giou_0: 0.5423 loss_ce_1: 0.4072 loss_bbox_1: 0.22 loss_giou_1: 0.4013 loss_ce_2: 0.3507 loss_bbox_2: 0.1994 loss_giou_2: 0.367 loss_ce_3: 0.3304 loss_bbox_3: 0.1882 loss_giou_3: 0.3595 loss_ce_4: 0.3207 loss_bbox_4: 0.1877 loss_giou_4: 0.3502 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:02] d2.utils.events INFO: eta: 1 day, 0:21:49 iter: 136859 total_loss: 5.848 loss_ce: 0.3049 loss_bbox: 0.1874 loss_giou: 0.3548 loss_ce_0: 0.5084 loss_bbox_0: 0.329 loss_giou_0: 0.5421 loss_ce_1: 0.4029 loss_bbox_1: 0.2237 loss_giou_1: 0.4049 loss_ce_2: 0.3378 loss_bbox_2: 0.2046 loss_giou_2: 0.3793 loss_ce_3: 0.3049 loss_bbox_3: 0.1993 loss_giou_3: 0.3647 loss_ce_4: 0.3037 loss_bbox_4: 0.1924 loss_giou_4: 0.3569 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:08] d2.utils.events INFO: eta: 1 day, 0:21:46 iter: 136879 total_loss: 5.886 loss_ce: 0.3284 loss_bbox: 0.1735 loss_giou: 0.3471 loss_ce_0: 0.5143 loss_bbox_0: 0.3245 loss_giou_0: 0.5498 loss_ce_1: 0.4239 loss_bbox_1: 0.2097 loss_giou_1: 0.3865 loss_ce_2: 0.3637 loss_bbox_2: 0.192 loss_giou_2: 0.3575 loss_ce_3: 0.329 loss_bbox_3: 0.1779 loss_giou_3: 0.3492 loss_ce_4: 0.3267 loss_bbox_4: 0.1739 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:13] d2.utils.events INFO: eta: 1 day, 0:21:37 iter: 136899 total_loss: 6.114 loss_ce: 0.3211 loss_bbox: 0.1847 loss_giou: 0.3529 loss_ce_0: 0.5182 loss_bbox_0: 0.3142 loss_giou_0: 0.5321 loss_ce_1: 0.435 loss_bbox_1: 0.2114 loss_giou_1: 0.3966 loss_ce_2: 0.3773 loss_bbox_2: 0.1936 loss_giou_2: 0.375 loss_ce_3: 0.3418 loss_bbox_3: 0.1897 loss_giou_3: 0.359 loss_ce_4: 0.3212 loss_bbox_4: 0.1828 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:19] d2.utils.events INFO: eta: 1 day, 0:21:32 iter: 136919 total_loss: 6.398 loss_ce: 0.3404 loss_bbox: 0.1989 loss_giou: 0.3631 loss_ce_0: 0.5302 loss_bbox_0: 0.3317 loss_giou_0: 0.5631 loss_ce_1: 0.4179 loss_bbox_1: 0.2389 loss_giou_1: 0.4256 loss_ce_2: 0.3699 loss_bbox_2: 0.2177 loss_giou_2: 0.3869 loss_ce_3: 0.3547 loss_bbox_3: 0.2103 loss_giou_3: 0.3747 loss_ce_4: 0.3377 loss_bbox_4: 0.2074 loss_giou_4: 0.3644 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:24] d2.utils.events INFO: eta: 1 day, 0:22:13 iter: 136939 total_loss: 6.221 loss_ce: 0.3397 loss_bbox: 0.1943 loss_giou: 0.3572 loss_ce_0: 0.5179 loss_bbox_0: 0.3294 loss_giou_0: 0.5443 loss_ce_1: 0.417 loss_bbox_1: 0.2346 loss_giou_1: 0.414 loss_ce_2: 0.3615 loss_bbox_2: 0.2092 loss_giou_2: 0.3827 loss_ce_3: 0.343 loss_bbox_3: 0.202 loss_giou_3: 0.3673 loss_ce_4: 0.3403 loss_bbox_4: 0.1951 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:30] d2.utils.events INFO: eta: 1 day, 0:22:33 iter: 136959 total_loss: 6.308 loss_ce: 0.3273 loss_bbox: 0.1948 loss_giou: 0.3599 loss_ce_0: 0.5203 loss_bbox_0: 0.3359 loss_giou_0: 0.5755 loss_ce_1: 0.4223 loss_bbox_1: 0.2433 loss_giou_1: 0.4213 loss_ce_2: 0.365 loss_bbox_2: 0.2167 loss_giou_2: 0.3789 loss_ce_3: 0.334 loss_bbox_3: 0.2056 loss_giou_3: 0.366 loss_ce_4: 0.328 loss_bbox_4: 0.1964 loss_giou_4: 0.3579 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:36] d2.utils.events INFO: eta: 1 day, 0:23:10 iter: 136979 total_loss: 6.078 loss_ce: 0.3266 loss_bbox: 0.2052 loss_giou: 0.3505 loss_ce_0: 0.5267 loss_bbox_0: 0.3314 loss_giou_0: 0.5393 loss_ce_1: 0.4156 loss_bbox_1: 0.231 loss_giou_1: 0.3924 loss_ce_2: 0.3582 loss_bbox_2: 0.2086 loss_giou_2: 0.3693 loss_ce_3: 0.3368 loss_bbox_3: 0.2058 loss_giou_3: 0.3637 loss_ce_4: 0.3313 loss_bbox_4: 0.2052 loss_giou_4: 0.3567 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:42] d2.utils.events INFO: eta: 1 day, 0:22:16 iter: 136999 total_loss: 6.091 loss_ce: 0.3217 loss_bbox: 0.1974 loss_giou: 0.3619 loss_ce_0: 0.5175 loss_bbox_0: 0.3321 loss_giou_0: 0.5453 loss_ce_1: 0.4358 loss_bbox_1: 0.2363 loss_giou_1: 0.4037 loss_ce_2: 0.3683 loss_bbox_2: 0.2136 loss_giou_2: 0.3717 loss_ce_3: 0.3342 loss_bbox_3: 0.2028 loss_giou_3: 0.3661 loss_ce_4: 0.3195 loss_bbox_4: 0.1993 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:47] d2.utils.events INFO: eta: 1 day, 0:22:10 iter: 137019 total_loss: 6.088 loss_ce: 0.3299 loss_bbox: 0.1945 loss_giou: 0.34 loss_ce_0: 0.5194 loss_bbox_0: 0.3388 loss_giou_0: 0.5452 loss_ce_1: 0.4148 loss_bbox_1: 0.2331 loss_giou_1: 0.4093 loss_ce_2: 0.3557 loss_bbox_2: 0.2034 loss_giou_2: 0.3714 loss_ce_3: 0.3426 loss_bbox_3: 0.1965 loss_giou_3: 0.3556 loss_ce_4: 0.3338 loss_bbox_4: 0.1935 loss_giou_4: 0.3457 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:53] d2.utils.events INFO: eta: 1 day, 0:22:23 iter: 137039 total_loss: 5.599 loss_ce: 0.3108 loss_bbox: 0.1793 loss_giou: 0.3308 loss_ce_0: 0.5039 loss_bbox_0: 0.3107 loss_giou_0: 0.5052 loss_ce_1: 0.4047 loss_bbox_1: 0.2155 loss_giou_1: 0.374 loss_ce_2: 0.3451 loss_bbox_2: 0.1899 loss_giou_2: 0.3452 loss_ce_3: 0.3234 loss_bbox_3: 0.1845 loss_giou_3: 0.337 loss_ce_4: 0.3109 loss_bbox_4: 0.1795 loss_giou_4: 0.3342 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 00:22:59] d2.utils.events INFO: eta: 1 day, 0:22:05 iter: 137059 total_loss: 6.073 loss_ce: 0.315 loss_bbox: 0.1962 loss_giou: 0.3388 loss_ce_0: 0.5277 loss_bbox_0: 0.328 loss_giou_0: 0.5224 loss_ce_1: 0.4193 loss_bbox_1: 0.2269 loss_giou_1: 0.3966 loss_ce_2: 0.3562 loss_bbox_2: 0.2002 loss_giou_2: 0.3676 loss_ce_3: 0.3236 loss_bbox_3: 0.1934 loss_giou_3: 0.3492 loss_ce_4: 0.3219 loss_bbox_4: 0.1936 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:04] d2.utils.events INFO: eta: 1 day, 0:21:05 iter: 137079 total_loss: 6.284 loss_ce: 0.3191 loss_bbox: 0.2068 loss_giou: 0.3612 loss_ce_0: 0.5459 loss_bbox_0: 0.3533 loss_giou_0: 0.5571 loss_ce_1: 0.4371 loss_bbox_1: 0.2401 loss_giou_1: 0.4086 loss_ce_2: 0.369 loss_bbox_2: 0.22 loss_giou_2: 0.3739 loss_ce_3: 0.3401 loss_bbox_3: 0.2104 loss_giou_3: 0.369 loss_ce_4: 0.3206 loss_bbox_4: 0.2105 loss_giou_4: 0.3617 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:10] d2.utils.events INFO: eta: 1 day, 0:20:46 iter: 137099 total_loss: 5.944 loss_ce: 0.3215 loss_bbox: 0.2061 loss_giou: 0.3386 loss_ce_0: 0.5181 loss_bbox_0: 0.3345 loss_giou_0: 0.5243 loss_ce_1: 0.4147 loss_bbox_1: 0.2406 loss_giou_1: 0.387 loss_ce_2: 0.3521 loss_bbox_2: 0.2192 loss_giou_2: 0.3571 loss_ce_3: 0.3295 loss_bbox_3: 0.2121 loss_giou_3: 0.3446 loss_ce_4: 0.3201 loss_bbox_4: 0.2057 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:16] d2.utils.events INFO: eta: 1 day, 0:21:11 iter: 137119 total_loss: 6.114 loss_ce: 0.322 loss_bbox: 0.1974 loss_giou: 0.3666 loss_ce_0: 0.5243 loss_bbox_0: 0.3236 loss_giou_0: 0.5177 loss_ce_1: 0.4221 loss_bbox_1: 0.2174 loss_giou_1: 0.3998 loss_ce_2: 0.3644 loss_bbox_2: 0.202 loss_giou_2: 0.379 loss_ce_3: 0.3341 loss_bbox_3: 0.1982 loss_giou_3: 0.3704 loss_ce_4: 0.325 loss_bbox_4: 0.1965 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:21] d2.utils.events INFO: eta: 1 day, 0:21:42 iter: 137139 total_loss: 6.23 loss_ce: 0.3324 loss_bbox: 0.19 loss_giou: 0.3734 loss_ce_0: 0.5341 loss_bbox_0: 0.3135 loss_giou_0: 0.5709 loss_ce_1: 0.437 loss_bbox_1: 0.2177 loss_giou_1: 0.4294 loss_ce_2: 0.3698 loss_bbox_2: 0.2042 loss_giou_2: 0.3966 loss_ce_3: 0.348 loss_bbox_3: 0.1959 loss_giou_3: 0.3839 loss_ce_4: 0.3441 loss_bbox_4: 0.1939 loss_giou_4: 0.3737 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:27] d2.utils.events INFO: eta: 1 day, 0:21:39 iter: 137159 total_loss: 6.132 loss_ce: 0.3218 loss_bbox: 0.1939 loss_giou: 0.3695 loss_ce_0: 0.5134 loss_bbox_0: 0.3313 loss_giou_0: 0.5505 loss_ce_1: 0.4218 loss_bbox_1: 0.2269 loss_giou_1: 0.4166 loss_ce_2: 0.3547 loss_bbox_2: 0.2111 loss_giou_2: 0.3832 loss_ce_3: 0.3248 loss_bbox_3: 0.2021 loss_giou_3: 0.3732 loss_ce_4: 0.3164 loss_bbox_4: 0.1953 loss_giou_4: 0.3722 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:33] d2.utils.events INFO: eta: 1 day, 0:21:34 iter: 137179 total_loss: 6.077 loss_ce: 0.3152 loss_bbox: 0.2032 loss_giou: 0.3606 loss_ce_0: 0.5202 loss_bbox_0: 0.3218 loss_giou_0: 0.57 loss_ce_1: 0.4033 loss_bbox_1: 0.2287 loss_giou_1: 0.4247 loss_ce_2: 0.3535 loss_bbox_2: 0.223 loss_giou_2: 0.3819 loss_ce_3: 0.3234 loss_bbox_3: 0.2112 loss_giou_3: 0.3692 loss_ce_4: 0.3141 loss_bbox_4: 0.2041 loss_giou_4: 0.3612 time: 0.2802 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:39] d2.utils.events INFO: eta: 1 day, 0:21:48 iter: 137199 total_loss: 5.967 loss_ce: 0.3138 loss_bbox: 0.1956 loss_giou: 0.3443 loss_ce_0: 0.515 loss_bbox_0: 0.3173 loss_giou_0: 0.5356 loss_ce_1: 0.4108 loss_bbox_1: 0.2201 loss_giou_1: 0.429 loss_ce_2: 0.35 loss_bbox_2: 0.2044 loss_giou_2: 0.3885 loss_ce_3: 0.3147 loss_bbox_3: 0.2034 loss_giou_3: 0.3552 loss_ce_4: 0.31 loss_bbox_4: 0.1973 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:44] d2.utils.events INFO: eta: 1 day, 0:22:03 iter: 137219 total_loss: 6.206 loss_ce: 0.3168 loss_bbox: 0.2066 loss_giou: 0.3768 loss_ce_0: 0.5203 loss_bbox_0: 0.3348 loss_giou_0: 0.5673 loss_ce_1: 0.4176 loss_bbox_1: 0.2452 loss_giou_1: 0.429 loss_ce_2: 0.3531 loss_bbox_2: 0.2218 loss_giou_2: 0.3978 loss_ce_3: 0.322 loss_bbox_3: 0.2097 loss_giou_3: 0.3895 loss_ce_4: 0.3186 loss_bbox_4: 0.2094 loss_giou_4: 0.391 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:50] d2.utils.events INFO: eta: 1 day, 0:21:45 iter: 137239 total_loss: 6.153 loss_ce: 0.3084 loss_bbox: 0.2024 loss_giou: 0.342 loss_ce_0: 0.5169 loss_bbox_0: 0.339 loss_giou_0: 0.528 loss_ce_1: 0.4169 loss_bbox_1: 0.2401 loss_giou_1: 0.4009 loss_ce_2: 0.3559 loss_bbox_2: 0.2189 loss_giou_2: 0.3631 loss_ce_3: 0.3316 loss_bbox_3: 0.2102 loss_giou_3: 0.3475 loss_ce_4: 0.3058 loss_bbox_4: 0.201 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:23:56] d2.utils.events INFO: eta: 1 day, 0:22:01 iter: 137259 total_loss: 6.534 loss_ce: 0.3566 loss_bbox: 0.2033 loss_giou: 0.3668 loss_ce_0: 0.5353 loss_bbox_0: 0.3464 loss_giou_0: 0.5709 loss_ce_1: 0.4564 loss_bbox_1: 0.2418 loss_giou_1: 0.4217 loss_ce_2: 0.3958 loss_bbox_2: 0.2175 loss_giou_2: 0.3896 loss_ce_3: 0.3622 loss_bbox_3: 0.2149 loss_giou_3: 0.3818 loss_ce_4: 0.3508 loss_bbox_4: 0.2131 loss_giou_4: 0.3747 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:01] d2.utils.events INFO: eta: 1 day, 0:22:07 iter: 137279 total_loss: 6.087 loss_ce: 0.3442 loss_bbox: 0.1915 loss_giou: 0.335 loss_ce_0: 0.5157 loss_bbox_0: 0.3394 loss_giou_0: 0.5263 loss_ce_1: 0.4315 loss_bbox_1: 0.2311 loss_giou_1: 0.3874 loss_ce_2: 0.3832 loss_bbox_2: 0.2083 loss_giou_2: 0.3554 loss_ce_3: 0.3537 loss_bbox_3: 0.2003 loss_giou_3: 0.3349 loss_ce_4: 0.3491 loss_bbox_4: 0.1972 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:07] d2.utils.events INFO: eta: 1 day, 0:21:59 iter: 137299 total_loss: 5.771 loss_ce: 0.319 loss_bbox: 0.19 loss_giou: 0.3379 loss_ce_0: 0.5005 loss_bbox_0: 0.316 loss_giou_0: 0.5137 loss_ce_1: 0.4072 loss_bbox_1: 0.222 loss_giou_1: 0.3852 loss_ce_2: 0.3478 loss_bbox_2: 0.2023 loss_giou_2: 0.3593 loss_ce_3: 0.3166 loss_bbox_3: 0.1967 loss_giou_3: 0.3454 loss_ce_4: 0.3165 loss_bbox_4: 0.1911 loss_giou_4: 0.3386 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:13] d2.utils.events INFO: eta: 1 day, 0:21:56 iter: 137319 total_loss: 5.882 loss_ce: 0.3106 loss_bbox: 0.1837 loss_giou: 0.3407 loss_ce_0: 0.5119 loss_bbox_0: 0.3115 loss_giou_0: 0.5292 loss_ce_1: 0.4038 loss_bbox_1: 0.2264 loss_giou_1: 0.3911 loss_ce_2: 0.3573 loss_bbox_2: 0.205 loss_giou_2: 0.3637 loss_ce_3: 0.3237 loss_bbox_3: 0.1953 loss_giou_3: 0.347 loss_ce_4: 0.3158 loss_bbox_4: 0.1893 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:18] d2.utils.events INFO: eta: 1 day, 0:21:29 iter: 137339 total_loss: 6.318 loss_ce: 0.3486 loss_bbox: 0.198 loss_giou: 0.3768 loss_ce_0: 0.5382 loss_bbox_0: 0.3334 loss_giou_0: 0.5634 loss_ce_1: 0.4402 loss_bbox_1: 0.2309 loss_giou_1: 0.4184 loss_ce_2: 0.3722 loss_bbox_2: 0.2125 loss_giou_2: 0.3948 loss_ce_3: 0.3617 loss_bbox_3: 0.2049 loss_giou_3: 0.3828 loss_ce_4: 0.3466 loss_bbox_4: 0.1986 loss_giou_4: 0.3749 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:24] d2.utils.events INFO: eta: 1 day, 0:21:45 iter: 137359 total_loss: 6.29 loss_ce: 0.3332 loss_bbox: 0.2012 loss_giou: 0.371 loss_ce_0: 0.5249 loss_bbox_0: 0.3313 loss_giou_0: 0.5653 loss_ce_1: 0.4332 loss_bbox_1: 0.2392 loss_giou_1: 0.4203 loss_ce_2: 0.3704 loss_bbox_2: 0.2173 loss_giou_2: 0.3872 loss_ce_3: 0.3465 loss_bbox_3: 0.2078 loss_giou_3: 0.3778 loss_ce_4: 0.3323 loss_bbox_4: 0.2067 loss_giou_4: 0.3758 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:30] d2.utils.events INFO: eta: 1 day, 0:21:18 iter: 137379 total_loss: 6.133 loss_ce: 0.3317 loss_bbox: 0.2081 loss_giou: 0.3442 loss_ce_0: 0.5355 loss_bbox_0: 0.3396 loss_giou_0: 0.52 loss_ce_1: 0.4375 loss_bbox_1: 0.2425 loss_giou_1: 0.3969 loss_ce_2: 0.3741 loss_bbox_2: 0.2242 loss_giou_2: 0.3679 loss_ce_3: 0.341 loss_bbox_3: 0.2158 loss_giou_3: 0.3524 loss_ce_4: 0.3301 loss_bbox_4: 0.2125 loss_giou_4: 0.3466 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:35] d2.utils.events INFO: eta: 1 day, 0:21:13 iter: 137399 total_loss: 5.717 loss_ce: 0.3074 loss_bbox: 0.199 loss_giou: 0.336 loss_ce_0: 0.5062 loss_bbox_0: 0.3292 loss_giou_0: 0.5275 loss_ce_1: 0.4066 loss_bbox_1: 0.2375 loss_giou_1: 0.3782 loss_ce_2: 0.3456 loss_bbox_2: 0.2128 loss_giou_2: 0.3477 loss_ce_3: 0.3142 loss_bbox_3: 0.2013 loss_giou_3: 0.3412 loss_ce_4: 0.3081 loss_bbox_4: 0.2007 loss_giou_4: 0.3403 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:41] d2.utils.events INFO: eta: 1 day, 0:21:07 iter: 137419 total_loss: 6.051 loss_ce: 0.3222 loss_bbox: 0.1899 loss_giou: 0.3434 loss_ce_0: 0.5284 loss_bbox_0: 0.3228 loss_giou_0: 0.5398 loss_ce_1: 0.4132 loss_bbox_1: 0.228 loss_giou_1: 0.4046 loss_ce_2: 0.3648 loss_bbox_2: 0.2035 loss_giou_2: 0.3614 loss_ce_3: 0.3386 loss_bbox_3: 0.1982 loss_giou_3: 0.3525 loss_ce_4: 0.3266 loss_bbox_4: 0.192 loss_giou_4: 0.3457 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:47] d2.utils.events INFO: eta: 1 day, 0:21:19 iter: 137439 total_loss: 5.978 loss_ce: 0.319 loss_bbox: 0.1857 loss_giou: 0.355 loss_ce_0: 0.5169 loss_bbox_0: 0.3222 loss_giou_0: 0.5412 loss_ce_1: 0.4057 loss_bbox_1: 0.2232 loss_giou_1: 0.4052 loss_ce_2: 0.3535 loss_bbox_2: 0.2034 loss_giou_2: 0.3737 loss_ce_3: 0.3268 loss_bbox_3: 0.1944 loss_giou_3: 0.3595 loss_ce_4: 0.3213 loss_bbox_4: 0.1903 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:52] d2.utils.events INFO: eta: 1 day, 0:21:18 iter: 137459 total_loss: 6.388 loss_ce: 0.3404 loss_bbox: 0.212 loss_giou: 0.3722 loss_ce_0: 0.5252 loss_bbox_0: 0.3412 loss_giou_0: 0.5625 loss_ce_1: 0.4389 loss_bbox_1: 0.243 loss_giou_1: 0.4288 loss_ce_2: 0.3719 loss_bbox_2: 0.2239 loss_giou_2: 0.405 loss_ce_3: 0.3461 loss_bbox_3: 0.2164 loss_giou_3: 0.3919 loss_ce_4: 0.335 loss_bbox_4: 0.2133 loss_giou_4: 0.3787 time: 0.2802 data_time: 0.0361 lr: 2.5e-05 max_mem: 5427M [11/03 00:24:58] d2.utils.events INFO: eta: 1 day, 0:21:28 iter: 137479 total_loss: 6.095 loss_ce: 0.312 loss_bbox: 0.1916 loss_giou: 0.3639 loss_ce_0: 0.5225 loss_bbox_0: 0.3221 loss_giou_0: 0.5345 loss_ce_1: 0.4267 loss_bbox_1: 0.2224 loss_giou_1: 0.399 loss_ce_2: 0.3521 loss_bbox_2: 0.2002 loss_giou_2: 0.3764 loss_ce_3: 0.3258 loss_bbox_3: 0.1967 loss_giou_3: 0.3694 loss_ce_4: 0.3156 loss_bbox_4: 0.1904 loss_giou_4: 0.3676 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:04] d2.utils.events INFO: eta: 1 day, 0:21:14 iter: 137499 total_loss: 6.059 loss_ce: 0.3133 loss_bbox: 0.2112 loss_giou: 0.3421 loss_ce_0: 0.5095 loss_bbox_0: 0.3349 loss_giou_0: 0.5152 loss_ce_1: 0.4073 loss_bbox_1: 0.2402 loss_giou_1: 0.403 loss_ce_2: 0.3385 loss_bbox_2: 0.2208 loss_giou_2: 0.3682 loss_ce_3: 0.3266 loss_bbox_3: 0.2155 loss_giou_3: 0.3548 loss_ce_4: 0.3126 loss_bbox_4: 0.2119 loss_giou_4: 0.3451 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:10] d2.utils.events INFO: eta: 1 day, 0:20:39 iter: 137519 total_loss: 6.069 loss_ce: 0.3204 loss_bbox: 0.1951 loss_giou: 0.3668 loss_ce_0: 0.5105 loss_bbox_0: 0.3209 loss_giou_0: 0.5545 loss_ce_1: 0.4294 loss_bbox_1: 0.2206 loss_giou_1: 0.4116 loss_ce_2: 0.3649 loss_bbox_2: 0.1978 loss_giou_2: 0.3811 loss_ce_3: 0.3354 loss_bbox_3: 0.1941 loss_giou_3: 0.3756 loss_ce_4: 0.3294 loss_bbox_4: 0.1974 loss_giou_4: 0.37 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:15] d2.utils.events INFO: eta: 1 day, 0:20:01 iter: 137539 total_loss: 6.113 loss_ce: 0.3515 loss_bbox: 0.1926 loss_giou: 0.3406 loss_ce_0: 0.5333 loss_bbox_0: 0.3289 loss_giou_0: 0.5385 loss_ce_1: 0.4306 loss_bbox_1: 0.2327 loss_giou_1: 0.3815 loss_ce_2: 0.3739 loss_bbox_2: 0.2114 loss_giou_2: 0.3503 loss_ce_3: 0.3482 loss_bbox_3: 0.2017 loss_giou_3: 0.3452 loss_ce_4: 0.3423 loss_bbox_4: 0.1973 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:21] d2.utils.events INFO: eta: 1 day, 0:19:46 iter: 137559 total_loss: 5.834 loss_ce: 0.3202 loss_bbox: 0.1918 loss_giou: 0.339 loss_ce_0: 0.5127 loss_bbox_0: 0.3391 loss_giou_0: 0.521 loss_ce_1: 0.4143 loss_bbox_1: 0.2258 loss_giou_1: 0.3826 loss_ce_2: 0.3567 loss_bbox_2: 0.2069 loss_giou_2: 0.3523 loss_ce_3: 0.3216 loss_bbox_3: 0.1982 loss_giou_3: 0.3445 loss_ce_4: 0.3176 loss_bbox_4: 0.1933 loss_giou_4: 0.3464 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:26] d2.utils.events INFO: eta: 1 day, 0:19:23 iter: 137579 total_loss: 5.92 loss_ce: 0.3166 loss_bbox: 0.184 loss_giou: 0.3542 loss_ce_0: 0.509 loss_bbox_0: 0.3218 loss_giou_0: 0.5499 loss_ce_1: 0.4102 loss_bbox_1: 0.2191 loss_giou_1: 0.4072 loss_ce_2: 0.3532 loss_bbox_2: 0.1974 loss_giou_2: 0.3734 loss_ce_3: 0.3273 loss_bbox_3: 0.1907 loss_giou_3: 0.362 loss_ce_4: 0.3226 loss_bbox_4: 0.1883 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:32] d2.utils.events INFO: eta: 1 day, 0:18:56 iter: 137599 total_loss: 5.873 loss_ce: 0.3216 loss_bbox: 0.2038 loss_giou: 0.326 loss_ce_0: 0.5162 loss_bbox_0: 0.3367 loss_giou_0: 0.5075 loss_ce_1: 0.3983 loss_bbox_1: 0.2406 loss_giou_1: 0.3819 loss_ce_2: 0.3589 loss_bbox_2: 0.2175 loss_giou_2: 0.3483 loss_ce_3: 0.3348 loss_bbox_3: 0.206 loss_giou_3: 0.3337 loss_ce_4: 0.3222 loss_bbox_4: 0.2043 loss_giou_4: 0.3303 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:38] d2.utils.events INFO: eta: 1 day, 0:18:08 iter: 137619 total_loss: 5.992 loss_ce: 0.3212 loss_bbox: 0.1893 loss_giou: 0.3518 loss_ce_0: 0.5297 loss_bbox_0: 0.3375 loss_giou_0: 0.5368 loss_ce_1: 0.4257 loss_bbox_1: 0.2301 loss_giou_1: 0.388 loss_ce_2: 0.3601 loss_bbox_2: 0.208 loss_giou_2: 0.3703 loss_ce_3: 0.3376 loss_bbox_3: 0.2001 loss_giou_3: 0.3569 loss_ce_4: 0.3249 loss_bbox_4: 0.1944 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:43] d2.utils.events INFO: eta: 1 day, 0:18:02 iter: 137639 total_loss: 6.088 loss_ce: 0.3231 loss_bbox: 0.1941 loss_giou: 0.3702 loss_ce_0: 0.5154 loss_bbox_0: 0.3288 loss_giou_0: 0.5736 loss_ce_1: 0.421 loss_bbox_1: 0.2198 loss_giou_1: 0.4252 loss_ce_2: 0.356 loss_bbox_2: 0.2058 loss_giou_2: 0.3963 loss_ce_3: 0.3326 loss_bbox_3: 0.1986 loss_giou_3: 0.3806 loss_ce_4: 0.324 loss_bbox_4: 0.2004 loss_giou_4: 0.3753 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:49] d2.utils.events INFO: eta: 1 day, 0:18:59 iter: 137659 total_loss: 5.937 loss_ce: 0.3405 loss_bbox: 0.187 loss_giou: 0.3345 loss_ce_0: 0.527 loss_bbox_0: 0.3253 loss_giou_0: 0.5162 loss_ce_1: 0.4304 loss_bbox_1: 0.2194 loss_giou_1: 0.3776 loss_ce_2: 0.3719 loss_bbox_2: 0.2001 loss_giou_2: 0.343 loss_ce_3: 0.344 loss_bbox_3: 0.2015 loss_giou_3: 0.343 loss_ce_4: 0.3385 loss_bbox_4: 0.1938 loss_giou_4: 0.3378 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:25:55] d2.utils.events INFO: eta: 1 day, 0:19:10 iter: 137679 total_loss: 6.072 loss_ce: 0.3163 loss_bbox: 0.1944 loss_giou: 0.3654 loss_ce_0: 0.5117 loss_bbox_0: 0.3285 loss_giou_0: 0.5573 loss_ce_1: 0.422 loss_bbox_1: 0.2343 loss_giou_1: 0.4163 loss_ce_2: 0.3552 loss_bbox_2: 0.212 loss_giou_2: 0.3843 loss_ce_3: 0.3298 loss_bbox_3: 0.2041 loss_giou_3: 0.3733 loss_ce_4: 0.3155 loss_bbox_4: 0.1936 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:00] d2.utils.events INFO: eta: 1 day, 0:19:11 iter: 137699 total_loss: 5.974 loss_ce: 0.3192 loss_bbox: 0.1956 loss_giou: 0.3388 loss_ce_0: 0.5161 loss_bbox_0: 0.3277 loss_giou_0: 0.5378 loss_ce_1: 0.4158 loss_bbox_1: 0.2265 loss_giou_1: 0.3927 loss_ce_2: 0.3483 loss_bbox_2: 0.2048 loss_giou_2: 0.3615 loss_ce_3: 0.3376 loss_bbox_3: 0.1954 loss_giou_3: 0.3487 loss_ce_4: 0.3222 loss_bbox_4: 0.1937 loss_giou_4: 0.3466 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:06] d2.utils.events INFO: eta: 1 day, 0:19:04 iter: 137719 total_loss: 6.055 loss_ce: 0.321 loss_bbox: 0.1853 loss_giou: 0.3801 loss_ce_0: 0.5267 loss_bbox_0: 0.3254 loss_giou_0: 0.5618 loss_ce_1: 0.4266 loss_bbox_1: 0.219 loss_giou_1: 0.4292 loss_ce_2: 0.3663 loss_bbox_2: 0.1965 loss_giou_2: 0.3928 loss_ce_3: 0.3384 loss_bbox_3: 0.1922 loss_giou_3: 0.3868 loss_ce_4: 0.3245 loss_bbox_4: 0.1895 loss_giou_4: 0.3798 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:12] d2.utils.events INFO: eta: 1 day, 0:18:56 iter: 137739 total_loss: 6.309 loss_ce: 0.339 loss_bbox: 0.2036 loss_giou: 0.3501 loss_ce_0: 0.5384 loss_bbox_0: 0.3561 loss_giou_0: 0.5328 loss_ce_1: 0.4285 loss_bbox_1: 0.2465 loss_giou_1: 0.3979 loss_ce_2: 0.3732 loss_bbox_2: 0.2177 loss_giou_2: 0.372 loss_ce_3: 0.3481 loss_bbox_3: 0.2139 loss_giou_3: 0.3643 loss_ce_4: 0.3415 loss_bbox_4: 0.2102 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:17] d2.utils.events INFO: eta: 1 day, 0:18:16 iter: 137759 total_loss: 6.391 loss_ce: 0.3498 loss_bbox: 0.1965 loss_giou: 0.3584 loss_ce_0: 0.5345 loss_bbox_0: 0.3364 loss_giou_0: 0.5757 loss_ce_1: 0.4349 loss_bbox_1: 0.23 loss_giou_1: 0.4295 loss_ce_2: 0.3724 loss_bbox_2: 0.2064 loss_giou_2: 0.3904 loss_ce_3: 0.354 loss_bbox_3: 0.201 loss_giou_3: 0.3755 loss_ce_4: 0.3407 loss_bbox_4: 0.2012 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:23] d2.utils.events INFO: eta: 1 day, 0:18:24 iter: 137779 total_loss: 5.967 loss_ce: 0.3237 loss_bbox: 0.2013 loss_giou: 0.3646 loss_ce_0: 0.5061 loss_bbox_0: 0.3575 loss_giou_0: 0.5746 loss_ce_1: 0.416 loss_bbox_1: 0.233 loss_giou_1: 0.4116 loss_ce_2: 0.3458 loss_bbox_2: 0.214 loss_giou_2: 0.3827 loss_ce_3: 0.3285 loss_bbox_3: 0.2083 loss_giou_3: 0.3716 loss_ce_4: 0.3246 loss_bbox_4: 0.2069 loss_giou_4: 0.368 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:29] d2.utils.events INFO: eta: 1 day, 0:18:33 iter: 137799 total_loss: 5.847 loss_ce: 0.3048 loss_bbox: 0.1922 loss_giou: 0.3506 loss_ce_0: 0.4975 loss_bbox_0: 0.33 loss_giou_0: 0.5367 loss_ce_1: 0.4087 loss_bbox_1: 0.238 loss_giou_1: 0.4056 loss_ce_2: 0.3457 loss_bbox_2: 0.2055 loss_giou_2: 0.3725 loss_ce_3: 0.3151 loss_bbox_3: 0.1992 loss_giou_3: 0.3564 loss_ce_4: 0.3117 loss_bbox_4: 0.2016 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:35] d2.utils.events INFO: eta: 1 day, 0:18:28 iter: 137819 total_loss: 6.092 loss_ce: 0.2965 loss_bbox: 0.2006 loss_giou: 0.3633 loss_ce_0: 0.5083 loss_bbox_0: 0.3241 loss_giou_0: 0.554 loss_ce_1: 0.4033 loss_bbox_1: 0.2309 loss_giou_1: 0.411 loss_ce_2: 0.3497 loss_bbox_2: 0.2053 loss_giou_2: 0.3765 loss_ce_3: 0.3165 loss_bbox_3: 0.2026 loss_giou_3: 0.3724 loss_ce_4: 0.3037 loss_bbox_4: 0.2039 loss_giou_4: 0.367 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:40] d2.utils.events INFO: eta: 1 day, 0:17:11 iter: 137839 total_loss: 6.151 loss_ce: 0.309 loss_bbox: 0.1861 loss_giou: 0.3651 loss_ce_0: 0.5203 loss_bbox_0: 0.307 loss_giou_0: 0.5605 loss_ce_1: 0.4014 loss_bbox_1: 0.2169 loss_giou_1: 0.4134 loss_ce_2: 0.3395 loss_bbox_2: 0.196 loss_giou_2: 0.3815 loss_ce_3: 0.3229 loss_bbox_3: 0.1898 loss_giou_3: 0.379 loss_ce_4: 0.3177 loss_bbox_4: 0.1878 loss_giou_4: 0.365 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:46] d2.utils.events INFO: eta: 1 day, 0:17:37 iter: 137859 total_loss: 5.994 loss_ce: 0.3289 loss_bbox: 0.1927 loss_giou: 0.3446 loss_ce_0: 0.5217 loss_bbox_0: 0.3331 loss_giou_0: 0.5275 loss_ce_1: 0.4375 loss_bbox_1: 0.2339 loss_giou_1: 0.3922 loss_ce_2: 0.3723 loss_bbox_2: 0.2065 loss_giou_2: 0.365 loss_ce_3: 0.3338 loss_bbox_3: 0.2052 loss_giou_3: 0.3545 loss_ce_4: 0.3288 loss_bbox_4: 0.1961 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:52] d2.utils.events INFO: eta: 1 day, 0:16:43 iter: 137879 total_loss: 5.86 loss_ce: 0.3202 loss_bbox: 0.1962 loss_giou: 0.322 loss_ce_0: 0.5314 loss_bbox_0: 0.3261 loss_giou_0: 0.5093 loss_ce_1: 0.424 loss_bbox_1: 0.2228 loss_giou_1: 0.3688 loss_ce_2: 0.3614 loss_bbox_2: 0.2065 loss_giou_2: 0.337 loss_ce_3: 0.3269 loss_bbox_3: 0.1991 loss_giou_3: 0.3323 loss_ce_4: 0.3193 loss_bbox_4: 0.1922 loss_giou_4: 0.3245 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 00:26:57] d2.utils.events INFO: eta: 1 day, 0:16:37 iter: 137899 total_loss: 5.842 loss_ce: 0.3209 loss_bbox: 0.1866 loss_giou: 0.3245 loss_ce_0: 0.5292 loss_bbox_0: 0.3305 loss_giou_0: 0.5008 loss_ce_1: 0.4214 loss_bbox_1: 0.229 loss_giou_1: 0.3672 loss_ce_2: 0.357 loss_bbox_2: 0.207 loss_giou_2: 0.3331 loss_ce_3: 0.3224 loss_bbox_3: 0.1927 loss_giou_3: 0.3227 loss_ce_4: 0.329 loss_bbox_4: 0.1898 loss_giou_4: 0.3278 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:03] d2.utils.events INFO: eta: 1 day, 0:16:26 iter: 137919 total_loss: 5.831 loss_ce: 0.3271 loss_bbox: 0.1922 loss_giou: 0.3217 loss_ce_0: 0.5304 loss_bbox_0: 0.3218 loss_giou_0: 0.4973 loss_ce_1: 0.4335 loss_bbox_1: 0.2234 loss_giou_1: 0.3705 loss_ce_2: 0.3738 loss_bbox_2: 0.2044 loss_giou_2: 0.3389 loss_ce_3: 0.3346 loss_bbox_3: 0.1994 loss_giou_3: 0.335 loss_ce_4: 0.3243 loss_bbox_4: 0.2009 loss_giou_4: 0.3259 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:08] d2.utils.events INFO: eta: 1 day, 0:16:40 iter: 137939 total_loss: 6.046 loss_ce: 0.3322 loss_bbox: 0.1877 loss_giou: 0.3593 loss_ce_0: 0.5329 loss_bbox_0: 0.323 loss_giou_0: 0.5463 loss_ce_1: 0.4213 loss_bbox_1: 0.2313 loss_giou_1: 0.4164 loss_ce_2: 0.3603 loss_bbox_2: 0.204 loss_giou_2: 0.3761 loss_ce_3: 0.3338 loss_bbox_3: 0.1943 loss_giou_3: 0.3661 loss_ce_4: 0.3328 loss_bbox_4: 0.1914 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:14] d2.utils.events INFO: eta: 1 day, 0:16:15 iter: 137959 total_loss: 6.029 loss_ce: 0.3342 loss_bbox: 0.2012 loss_giou: 0.3361 loss_ce_0: 0.5459 loss_bbox_0: 0.3188 loss_giou_0: 0.5179 loss_ce_1: 0.425 loss_bbox_1: 0.2286 loss_giou_1: 0.3869 loss_ce_2: 0.3634 loss_bbox_2: 0.211 loss_giou_2: 0.3577 loss_ce_3: 0.338 loss_bbox_3: 0.2028 loss_giou_3: 0.3416 loss_ce_4: 0.3353 loss_bbox_4: 0.2034 loss_giou_4: 0.3353 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:20] d2.utils.events INFO: eta: 1 day, 0:16:09 iter: 137979 total_loss: 6.251 loss_ce: 0.3472 loss_bbox: 0.2081 loss_giou: 0.3488 loss_ce_0: 0.5316 loss_bbox_0: 0.339 loss_giou_0: 0.5519 loss_ce_1: 0.4461 loss_bbox_1: 0.2461 loss_giou_1: 0.4032 loss_ce_2: 0.3691 loss_bbox_2: 0.2213 loss_giou_2: 0.3768 loss_ce_3: 0.3472 loss_bbox_3: 0.2118 loss_giou_3: 0.3616 loss_ce_4: 0.3411 loss_bbox_4: 0.2075 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:25] d2.utils.events INFO: eta: 1 day, 0:15:23 iter: 137999 total_loss: 5.812 loss_ce: 0.3085 loss_bbox: 0.1876 loss_giou: 0.3354 loss_ce_0: 0.5208 loss_bbox_0: 0.3253 loss_giou_0: 0.5229 loss_ce_1: 0.4191 loss_bbox_1: 0.2261 loss_giou_1: 0.3757 loss_ce_2: 0.3549 loss_bbox_2: 0.1987 loss_giou_2: 0.3545 loss_ce_3: 0.3167 loss_bbox_3: 0.1963 loss_giou_3: 0.3445 loss_ce_4: 0.3125 loss_bbox_4: 0.1915 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:31] d2.utils.events INFO: eta: 1 day, 0:14:47 iter: 138019 total_loss: 6.028 loss_ce: 0.3086 loss_bbox: 0.1934 loss_giou: 0.3535 loss_ce_0: 0.5189 loss_bbox_0: 0.342 loss_giou_0: 0.5316 loss_ce_1: 0.4151 loss_bbox_1: 0.2245 loss_giou_1: 0.3973 loss_ce_2: 0.3584 loss_bbox_2: 0.2044 loss_giou_2: 0.3654 loss_ce_3: 0.3256 loss_bbox_3: 0.2013 loss_giou_3: 0.3577 loss_ce_4: 0.3138 loss_bbox_4: 0.1935 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:37] d2.utils.events INFO: eta: 1 day, 0:14:25 iter: 138039 total_loss: 6.152 loss_ce: 0.3509 loss_bbox: 0.1879 loss_giou: 0.3642 loss_ce_0: 0.5468 loss_bbox_0: 0.3219 loss_giou_0: 0.5557 loss_ce_1: 0.4511 loss_bbox_1: 0.2252 loss_giou_1: 0.4125 loss_ce_2: 0.3906 loss_bbox_2: 0.1987 loss_giou_2: 0.3708 loss_ce_3: 0.3623 loss_bbox_3: 0.1883 loss_giou_3: 0.3658 loss_ce_4: 0.3526 loss_bbox_4: 0.1879 loss_giou_4: 0.3635 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:42] d2.utils.events INFO: eta: 1 day, 0:15:40 iter: 138059 total_loss: 6.2 loss_ce: 0.3133 loss_bbox: 0.1936 loss_giou: 0.3615 loss_ce_0: 0.5282 loss_bbox_0: 0.3198 loss_giou_0: 0.5181 loss_ce_1: 0.429 loss_bbox_1: 0.2322 loss_giou_1: 0.3988 loss_ce_2: 0.3571 loss_bbox_2: 0.2125 loss_giou_2: 0.3794 loss_ce_3: 0.3259 loss_bbox_3: 0.2066 loss_giou_3: 0.3677 loss_ce_4: 0.3112 loss_bbox_4: 0.2005 loss_giou_4: 0.3656 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:48] d2.utils.events INFO: eta: 1 day, 0:15:01 iter: 138079 total_loss: 5.799 loss_ce: 0.2884 loss_bbox: 0.1989 loss_giou: 0.3507 loss_ce_0: 0.4999 loss_bbox_0: 0.3302 loss_giou_0: 0.5283 loss_ce_1: 0.3963 loss_bbox_1: 0.2426 loss_giou_1: 0.4001 loss_ce_2: 0.3319 loss_bbox_2: 0.2104 loss_giou_2: 0.3649 loss_ce_3: 0.3053 loss_bbox_3: 0.2031 loss_giou_3: 0.354 loss_ce_4: 0.2941 loss_bbox_4: 0.2004 loss_giou_4: 0.3575 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:54] d2.utils.events INFO: eta: 1 day, 0:15:19 iter: 138099 total_loss: 6.401 loss_ce: 0.33 loss_bbox: 0.1982 loss_giou: 0.3844 loss_ce_0: 0.5386 loss_bbox_0: 0.3346 loss_giou_0: 0.5657 loss_ce_1: 0.431 loss_bbox_1: 0.2292 loss_giou_1: 0.4238 loss_ce_2: 0.3677 loss_bbox_2: 0.2071 loss_giou_2: 0.3965 loss_ce_3: 0.346 loss_bbox_3: 0.1957 loss_giou_3: 0.3896 loss_ce_4: 0.3305 loss_bbox_4: 0.1949 loss_giou_4: 0.3843 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 00:27:59] d2.utils.events INFO: eta: 1 day, 0:15:02 iter: 138119 total_loss: 6.277 loss_ce: 0.3559 loss_bbox: 0.22 loss_giou: 0.3426 loss_ce_0: 0.5365 loss_bbox_0: 0.3537 loss_giou_0: 0.5413 loss_ce_1: 0.446 loss_bbox_1: 0.2516 loss_giou_1: 0.3913 loss_ce_2: 0.3752 loss_bbox_2: 0.235 loss_giou_2: 0.3585 loss_ce_3: 0.3577 loss_bbox_3: 0.2235 loss_giou_3: 0.3509 loss_ce_4: 0.3535 loss_bbox_4: 0.2209 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:05] d2.utils.events INFO: eta: 1 day, 0:14:31 iter: 138139 total_loss: 6.101 loss_ce: 0.3292 loss_bbox: 0.1969 loss_giou: 0.3446 loss_ce_0: 0.5209 loss_bbox_0: 0.3346 loss_giou_0: 0.5473 loss_ce_1: 0.4335 loss_bbox_1: 0.2317 loss_giou_1: 0.3974 loss_ce_2: 0.3627 loss_bbox_2: 0.2084 loss_giou_2: 0.3676 loss_ce_3: 0.3422 loss_bbox_3: 0.1964 loss_giou_3: 0.356 loss_ce_4: 0.3337 loss_bbox_4: 0.1992 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:11] d2.utils.events INFO: eta: 1 day, 0:14:06 iter: 138159 total_loss: 5.894 loss_ce: 0.301 loss_bbox: 0.1839 loss_giou: 0.3264 loss_ce_0: 0.5125 loss_bbox_0: 0.3187 loss_giou_0: 0.5208 loss_ce_1: 0.3956 loss_bbox_1: 0.2186 loss_giou_1: 0.3826 loss_ce_2: 0.3521 loss_bbox_2: 0.1903 loss_giou_2: 0.3531 loss_ce_3: 0.3191 loss_bbox_3: 0.1898 loss_giou_3: 0.3412 loss_ce_4: 0.3089 loss_bbox_4: 0.1866 loss_giou_4: 0.3345 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:16] d2.utils.events INFO: eta: 1 day, 0:14:46 iter: 138179 total_loss: 6.103 loss_ce: 0.3114 loss_bbox: 0.1919 loss_giou: 0.3574 loss_ce_0: 0.5102 loss_bbox_0: 0.3316 loss_giou_0: 0.5349 loss_ce_1: 0.41 loss_bbox_1: 0.2265 loss_giou_1: 0.4008 loss_ce_2: 0.3439 loss_bbox_2: 0.2001 loss_giou_2: 0.3748 loss_ce_3: 0.3191 loss_bbox_3: 0.1972 loss_giou_3: 0.3619 loss_ce_4: 0.3123 loss_bbox_4: 0.1939 loss_giou_4: 0.3572 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:22] d2.utils.events INFO: eta: 1 day, 0:14:53 iter: 138199 total_loss: 6.376 loss_ce: 0.3287 loss_bbox: 0.1927 loss_giou: 0.3872 loss_ce_0: 0.5078 loss_bbox_0: 0.3348 loss_giou_0: 0.5966 loss_ce_1: 0.4212 loss_bbox_1: 0.2325 loss_giou_1: 0.4481 loss_ce_2: 0.3685 loss_bbox_2: 0.2113 loss_giou_2: 0.4099 loss_ce_3: 0.3508 loss_bbox_3: 0.2005 loss_giou_3: 0.4018 loss_ce_4: 0.3359 loss_bbox_4: 0.195 loss_giou_4: 0.3927 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:28] d2.utils.events INFO: eta: 1 day, 0:14:39 iter: 138219 total_loss: 6.07 loss_ce: 0.3182 loss_bbox: 0.1942 loss_giou: 0.3545 loss_ce_0: 0.5318 loss_bbox_0: 0.334 loss_giou_0: 0.5541 loss_ce_1: 0.4283 loss_bbox_1: 0.2311 loss_giou_1: 0.4042 loss_ce_2: 0.3463 loss_bbox_2: 0.211 loss_giou_2: 0.3717 loss_ce_3: 0.3328 loss_bbox_3: 0.2015 loss_giou_3: 0.3569 loss_ce_4: 0.3137 loss_bbox_4: 0.1985 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:33] d2.utils.events INFO: eta: 1 day, 0:15:11 iter: 138239 total_loss: 5.909 loss_ce: 0.3238 loss_bbox: 0.1909 loss_giou: 0.333 loss_ce_0: 0.5089 loss_bbox_0: 0.3268 loss_giou_0: 0.5351 loss_ce_1: 0.414 loss_bbox_1: 0.2238 loss_giou_1: 0.3889 loss_ce_2: 0.3515 loss_bbox_2: 0.2033 loss_giou_2: 0.3537 loss_ce_3: 0.3345 loss_bbox_3: 0.1919 loss_giou_3: 0.3442 loss_ce_4: 0.3258 loss_bbox_4: 0.1912 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:39] d2.utils.events INFO: eta: 1 day, 0:14:54 iter: 138259 total_loss: 6.022 loss_ce: 0.3175 loss_bbox: 0.1864 loss_giou: 0.3538 loss_ce_0: 0.5204 loss_bbox_0: 0.3373 loss_giou_0: 0.5573 loss_ce_1: 0.4162 loss_bbox_1: 0.2303 loss_giou_1: 0.4139 loss_ce_2: 0.3538 loss_bbox_2: 0.2036 loss_giou_2: 0.3765 loss_ce_3: 0.3329 loss_bbox_3: 0.1919 loss_giou_3: 0.3631 loss_ce_4: 0.3197 loss_bbox_4: 0.1863 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:45] d2.utils.events INFO: eta: 1 day, 0:14:22 iter: 138279 total_loss: 5.963 loss_ce: 0.327 loss_bbox: 0.1919 loss_giou: 0.3498 loss_ce_0: 0.5336 loss_bbox_0: 0.3363 loss_giou_0: 0.5385 loss_ce_1: 0.4232 loss_bbox_1: 0.2314 loss_giou_1: 0.4002 loss_ce_2: 0.3519 loss_bbox_2: 0.2077 loss_giou_2: 0.3616 loss_ce_3: 0.331 loss_bbox_3: 0.1966 loss_giou_3: 0.3622 loss_ce_4: 0.3209 loss_bbox_4: 0.1908 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:50] d2.utils.events INFO: eta: 1 day, 0:14:43 iter: 138299 total_loss: 5.834 loss_ce: 0.3125 loss_bbox: 0.184 loss_giou: 0.3367 loss_ce_0: 0.5188 loss_bbox_0: 0.3138 loss_giou_0: 0.5391 loss_ce_1: 0.4017 loss_bbox_1: 0.2223 loss_giou_1: 0.389 loss_ce_2: 0.3477 loss_bbox_2: 0.1984 loss_giou_2: 0.3577 loss_ce_3: 0.3191 loss_bbox_3: 0.1869 loss_giou_3: 0.3499 loss_ce_4: 0.309 loss_bbox_4: 0.185 loss_giou_4: 0.3402 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:28:56] d2.utils.events INFO: eta: 1 day, 0:14:11 iter: 138319 total_loss: 6.121 loss_ce: 0.3253 loss_bbox: 0.1829 loss_giou: 0.3748 loss_ce_0: 0.5341 loss_bbox_0: 0.314 loss_giou_0: 0.5554 loss_ce_1: 0.418 loss_bbox_1: 0.2194 loss_giou_1: 0.4139 loss_ce_2: 0.3492 loss_bbox_2: 0.1979 loss_giou_2: 0.3935 loss_ce_3: 0.3275 loss_bbox_3: 0.1926 loss_giou_3: 0.3806 loss_ce_4: 0.3272 loss_bbox_4: 0.1911 loss_giou_4: 0.3731 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:02] d2.utils.events INFO: eta: 1 day, 0:14:31 iter: 138339 total_loss: 6.282 loss_ce: 0.3368 loss_bbox: 0.1917 loss_giou: 0.3638 loss_ce_0: 0.5475 loss_bbox_0: 0.3282 loss_giou_0: 0.549 loss_ce_1: 0.4371 loss_bbox_1: 0.2261 loss_giou_1: 0.4136 loss_ce_2: 0.3766 loss_bbox_2: 0.204 loss_giou_2: 0.3803 loss_ce_3: 0.3499 loss_bbox_3: 0.1952 loss_giou_3: 0.3715 loss_ce_4: 0.3437 loss_bbox_4: 0.1951 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:07] d2.utils.events INFO: eta: 1 day, 0:14:26 iter: 138359 total_loss: 6.39 loss_ce: 0.3467 loss_bbox: 0.2073 loss_giou: 0.3806 loss_ce_0: 0.5525 loss_bbox_0: 0.3483 loss_giou_0: 0.5839 loss_ce_1: 0.4355 loss_bbox_1: 0.2383 loss_giou_1: 0.4302 loss_ce_2: 0.3769 loss_bbox_2: 0.2187 loss_giou_2: 0.4003 loss_ce_3: 0.3586 loss_bbox_3: 0.2111 loss_giou_3: 0.3888 loss_ce_4: 0.3445 loss_bbox_4: 0.2066 loss_giou_4: 0.3809 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:13] d2.utils.events INFO: eta: 1 day, 0:14:23 iter: 138379 total_loss: 6.067 loss_ce: 0.3302 loss_bbox: 0.2035 loss_giou: 0.372 loss_ce_0: 0.5349 loss_bbox_0: 0.3381 loss_giou_0: 0.5507 loss_ce_1: 0.4214 loss_bbox_1: 0.2357 loss_giou_1: 0.4151 loss_ce_2: 0.3506 loss_bbox_2: 0.2144 loss_giou_2: 0.3904 loss_ce_3: 0.3277 loss_bbox_3: 0.2087 loss_giou_3: 0.3803 loss_ce_4: 0.3264 loss_bbox_4: 0.2062 loss_giou_4: 0.3743 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:19] d2.utils.events INFO: eta: 1 day, 0:14:44 iter: 138399 total_loss: 6.255 loss_ce: 0.3261 loss_bbox: 0.1981 loss_giou: 0.3892 loss_ce_0: 0.5347 loss_bbox_0: 0.341 loss_giou_0: 0.5993 loss_ce_1: 0.4298 loss_bbox_1: 0.2351 loss_giou_1: 0.4457 loss_ce_2: 0.3584 loss_bbox_2: 0.2141 loss_giou_2: 0.4145 loss_ce_3: 0.3412 loss_bbox_3: 0.2088 loss_giou_3: 0.3986 loss_ce_4: 0.3331 loss_bbox_4: 0.2033 loss_giou_4: 0.3924 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:25] d2.utils.events INFO: eta: 1 day, 0:14:51 iter: 138419 total_loss: 5.899 loss_ce: 0.3068 loss_bbox: 0.1953 loss_giou: 0.3478 loss_ce_0: 0.5122 loss_bbox_0: 0.3277 loss_giou_0: 0.5053 loss_ce_1: 0.4101 loss_bbox_1: 0.2306 loss_giou_1: 0.3969 loss_ce_2: 0.3593 loss_bbox_2: 0.2059 loss_giou_2: 0.3688 loss_ce_3: 0.3257 loss_bbox_3: 0.2002 loss_giou_3: 0.3565 loss_ce_4: 0.3012 loss_bbox_4: 0.1969 loss_giou_4: 0.3479 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:30] d2.utils.events INFO: eta: 1 day, 0:14:15 iter: 138439 total_loss: 5.876 loss_ce: 0.3127 loss_bbox: 0.1978 loss_giou: 0.3688 loss_ce_0: 0.5099 loss_bbox_0: 0.3167 loss_giou_0: 0.53 loss_ce_1: 0.396 loss_bbox_1: 0.2291 loss_giou_1: 0.4146 loss_ce_2: 0.3375 loss_bbox_2: 0.211 loss_giou_2: 0.3875 loss_ce_3: 0.3222 loss_bbox_3: 0.2029 loss_giou_3: 0.3761 loss_ce_4: 0.3077 loss_bbox_4: 0.2008 loss_giou_4: 0.3718 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:36] d2.utils.events INFO: eta: 1 day, 0:14:00 iter: 138459 total_loss: 5.665 loss_ce: 0.2868 loss_bbox: 0.1838 loss_giou: 0.3349 loss_ce_0: 0.4917 loss_bbox_0: 0.3271 loss_giou_0: 0.5385 loss_ce_1: 0.3912 loss_bbox_1: 0.2289 loss_giou_1: 0.3789 loss_ce_2: 0.333 loss_bbox_2: 0.1998 loss_giou_2: 0.3442 loss_ce_3: 0.2901 loss_bbox_3: 0.1935 loss_giou_3: 0.3367 loss_ce_4: 0.2939 loss_bbox_4: 0.186 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:42] d2.utils.events INFO: eta: 1 day, 0:13:44 iter: 138479 total_loss: 5.439 loss_ce: 0.2856 loss_bbox: 0.1851 loss_giou: 0.3169 loss_ce_0: 0.5038 loss_bbox_0: 0.332 loss_giou_0: 0.4838 loss_ce_1: 0.3795 loss_bbox_1: 0.2168 loss_giou_1: 0.3515 loss_ce_2: 0.3261 loss_bbox_2: 0.1995 loss_giou_2: 0.3212 loss_ce_3: 0.2864 loss_bbox_3: 0.1993 loss_giou_3: 0.3206 loss_ce_4: 0.2828 loss_bbox_4: 0.1922 loss_giou_4: 0.3159 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:47] d2.utils.events INFO: eta: 1 day, 0:13:38 iter: 138499 total_loss: 5.67 loss_ce: 0.2992 loss_bbox: 0.1871 loss_giou: 0.3317 loss_ce_0: 0.5239 loss_bbox_0: 0.3239 loss_giou_0: 0.5164 loss_ce_1: 0.4166 loss_bbox_1: 0.2222 loss_giou_1: 0.3805 loss_ce_2: 0.3365 loss_bbox_2: 0.2024 loss_giou_2: 0.3512 loss_ce_3: 0.3136 loss_bbox_3: 0.1924 loss_giou_3: 0.335 loss_ce_4: 0.3058 loss_bbox_4: 0.1894 loss_giou_4: 0.3373 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:53] d2.utils.events INFO: eta: 1 day, 0:12:55 iter: 138519 total_loss: 5.979 loss_ce: 0.3184 loss_bbox: 0.2 loss_giou: 0.3378 loss_ce_0: 0.4995 loss_bbox_0: 0.3382 loss_giou_0: 0.5144 loss_ce_1: 0.4099 loss_bbox_1: 0.2341 loss_giou_1: 0.3926 loss_ce_2: 0.3449 loss_bbox_2: 0.2137 loss_giou_2: 0.3651 loss_ce_3: 0.3305 loss_bbox_3: 0.2068 loss_giou_3: 0.3486 loss_ce_4: 0.3232 loss_bbox_4: 0.2007 loss_giou_4: 0.3393 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 00:29:59] d2.utils.events INFO: eta: 1 day, 0:13:27 iter: 138539 total_loss: 6.332 loss_ce: 0.3478 loss_bbox: 0.2085 loss_giou: 0.3658 loss_ce_0: 0.5257 loss_bbox_0: 0.3369 loss_giou_0: 0.5393 loss_ce_1: 0.4431 loss_bbox_1: 0.2442 loss_giou_1: 0.4136 loss_ce_2: 0.3805 loss_bbox_2: 0.2226 loss_giou_2: 0.384 loss_ce_3: 0.3569 loss_bbox_3: 0.2138 loss_giou_3: 0.3785 loss_ce_4: 0.3407 loss_bbox_4: 0.2094 loss_giou_4: 0.3655 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:04] d2.utils.events INFO: eta: 1 day, 0:12:58 iter: 138559 total_loss: 5.893 loss_ce: 0.3077 loss_bbox: 0.1997 loss_giou: 0.3374 loss_ce_0: 0.5199 loss_bbox_0: 0.3381 loss_giou_0: 0.5177 loss_ce_1: 0.4157 loss_bbox_1: 0.2228 loss_giou_1: 0.389 loss_ce_2: 0.3611 loss_bbox_2: 0.2051 loss_giou_2: 0.3605 loss_ce_3: 0.3295 loss_bbox_3: 0.2027 loss_giou_3: 0.3442 loss_ce_4: 0.3164 loss_bbox_4: 0.1999 loss_giou_4: 0.3363 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:10] d2.utils.events INFO: eta: 1 day, 0:12:39 iter: 138579 total_loss: 5.959 loss_ce: 0.3208 loss_bbox: 0.1949 loss_giou: 0.3503 loss_ce_0: 0.534 loss_bbox_0: 0.3165 loss_giou_0: 0.5425 loss_ce_1: 0.4133 loss_bbox_1: 0.2248 loss_giou_1: 0.4019 loss_ce_2: 0.3603 loss_bbox_2: 0.2065 loss_giou_2: 0.3721 loss_ce_3: 0.3368 loss_bbox_3: 0.1961 loss_giou_3: 0.3586 loss_ce_4: 0.3344 loss_bbox_4: 0.1951 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:15] d2.utils.events INFO: eta: 1 day, 0:12:33 iter: 138599 total_loss: 6.13 loss_ce: 0.346 loss_bbox: 0.1976 loss_giou: 0.3352 loss_ce_0: 0.537 loss_bbox_0: 0.3494 loss_giou_0: 0.5139 loss_ce_1: 0.4318 loss_bbox_1: 0.2544 loss_giou_1: 0.3833 loss_ce_2: 0.3634 loss_bbox_2: 0.2192 loss_giou_2: 0.357 loss_ce_3: 0.3443 loss_bbox_3: 0.2114 loss_giou_3: 0.3456 loss_ce_4: 0.3367 loss_bbox_4: 0.204 loss_giou_4: 0.3386 time: 0.2802 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:21] d2.utils.events INFO: eta: 1 day, 0:13:13 iter: 138619 total_loss: 6.023 loss_ce: 0.3071 loss_bbox: 0.1973 loss_giou: 0.3511 loss_ce_0: 0.515 loss_bbox_0: 0.3427 loss_giou_0: 0.5418 loss_ce_1: 0.4089 loss_bbox_1: 0.2412 loss_giou_1: 0.406 loss_ce_2: 0.3515 loss_bbox_2: 0.2133 loss_giou_2: 0.3674 loss_ce_3: 0.3216 loss_bbox_3: 0.2027 loss_giou_3: 0.3582 loss_ce_4: 0.3157 loss_bbox_4: 0.2004 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:27] d2.utils.events INFO: eta: 1 day, 0:13:10 iter: 138639 total_loss: 5.875 loss_ce: 0.2917 loss_bbox: 0.1955 loss_giou: 0.3407 loss_ce_0: 0.5129 loss_bbox_0: 0.3309 loss_giou_0: 0.5492 loss_ce_1: 0.3932 loss_bbox_1: 0.2333 loss_giou_1: 0.3921 loss_ce_2: 0.3309 loss_bbox_2: 0.2067 loss_giou_2: 0.3611 loss_ce_3: 0.3072 loss_bbox_3: 0.2 loss_giou_3: 0.3498 loss_ce_4: 0.2939 loss_bbox_4: 0.1977 loss_giou_4: 0.3444 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:33] d2.utils.events INFO: eta: 1 day, 0:13:04 iter: 138659 total_loss: 5.965 loss_ce: 0.3069 loss_bbox: 0.2008 loss_giou: 0.3632 loss_ce_0: 0.5084 loss_bbox_0: 0.3315 loss_giou_0: 0.5325 loss_ce_1: 0.4014 loss_bbox_1: 0.235 loss_giou_1: 0.4017 loss_ce_2: 0.346 loss_bbox_2: 0.2146 loss_giou_2: 0.3848 loss_ce_3: 0.3163 loss_bbox_3: 0.2046 loss_giou_3: 0.3736 loss_ce_4: 0.3017 loss_bbox_4: 0.2005 loss_giou_4: 0.3698 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:38] d2.utils.events INFO: eta: 1 day, 0:12:53 iter: 138679 total_loss: 6.014 loss_ce: 0.3182 loss_bbox: 0.1896 loss_giou: 0.3416 loss_ce_0: 0.5328 loss_bbox_0: 0.337 loss_giou_0: 0.5353 loss_ce_1: 0.4166 loss_bbox_1: 0.2301 loss_giou_1: 0.3936 loss_ce_2: 0.3721 loss_bbox_2: 0.2077 loss_giou_2: 0.3556 loss_ce_3: 0.3364 loss_bbox_3: 0.1973 loss_giou_3: 0.3448 loss_ce_4: 0.3167 loss_bbox_4: 0.194 loss_giou_4: 0.3436 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:44] d2.utils.events INFO: eta: 1 day, 0:12:43 iter: 138699 total_loss: 5.858 loss_ce: 0.316 loss_bbox: 0.2003 loss_giou: 0.3517 loss_ce_0: 0.5284 loss_bbox_0: 0.3486 loss_giou_0: 0.5286 loss_ce_1: 0.4142 loss_bbox_1: 0.241 loss_giou_1: 0.3856 loss_ce_2: 0.3488 loss_bbox_2: 0.2092 loss_giou_2: 0.3657 loss_ce_3: 0.3257 loss_bbox_3: 0.2098 loss_giou_3: 0.3522 loss_ce_4: 0.3127 loss_bbox_4: 0.201 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:49] d2.utils.events INFO: eta: 1 day, 0:12:13 iter: 138719 total_loss: 5.901 loss_ce: 0.3022 loss_bbox: 0.1866 loss_giou: 0.3461 loss_ce_0: 0.5141 loss_bbox_0: 0.3107 loss_giou_0: 0.537 loss_ce_1: 0.4131 loss_bbox_1: 0.2231 loss_giou_1: 0.3919 loss_ce_2: 0.3279 loss_bbox_2: 0.2044 loss_giou_2: 0.3611 loss_ce_3: 0.312 loss_bbox_3: 0.1933 loss_giou_3: 0.3526 loss_ce_4: 0.3065 loss_bbox_4: 0.1878 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 00:30:55] d2.utils.events INFO: eta: 1 day, 0:12:22 iter: 138739 total_loss: 5.959 loss_ce: 0.3221 loss_bbox: 0.2026 loss_giou: 0.3333 loss_ce_0: 0.5158 loss_bbox_0: 0.3377 loss_giou_0: 0.5072 loss_ce_1: 0.4106 loss_bbox_1: 0.2355 loss_giou_1: 0.3744 loss_ce_2: 0.362 loss_bbox_2: 0.2182 loss_giou_2: 0.3558 loss_ce_3: 0.3348 loss_bbox_3: 0.2132 loss_giou_3: 0.342 loss_ce_4: 0.3245 loss_bbox_4: 0.2048 loss_giou_4: 0.3365 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:01] d2.utils.events INFO: eta: 1 day, 0:13:02 iter: 138759 total_loss: 6.269 loss_ce: 0.3324 loss_bbox: 0.2022 loss_giou: 0.3768 loss_ce_0: 0.5136 loss_bbox_0: 0.3254 loss_giou_0: 0.5464 loss_ce_1: 0.4259 loss_bbox_1: 0.2291 loss_giou_1: 0.4144 loss_ce_2: 0.3616 loss_bbox_2: 0.2106 loss_giou_2: 0.3856 loss_ce_3: 0.3388 loss_bbox_3: 0.208 loss_giou_3: 0.3768 loss_ce_4: 0.3312 loss_bbox_4: 0.2034 loss_giou_4: 0.3763 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:07] d2.utils.events INFO: eta: 1 day, 0:12:51 iter: 138779 total_loss: 6.137 loss_ce: 0.3398 loss_bbox: 0.2081 loss_giou: 0.3506 loss_ce_0: 0.5351 loss_bbox_0: 0.3426 loss_giou_0: 0.5356 loss_ce_1: 0.4496 loss_bbox_1: 0.2362 loss_giou_1: 0.4033 loss_ce_2: 0.3866 loss_bbox_2: 0.2198 loss_giou_2: 0.3742 loss_ce_3: 0.3453 loss_bbox_3: 0.2123 loss_giou_3: 0.3592 loss_ce_4: 0.3352 loss_bbox_4: 0.21 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:12] d2.utils.events INFO: eta: 1 day, 0:12:17 iter: 138799 total_loss: 6.008 loss_ce: 0.3205 loss_bbox: 0.2042 loss_giou: 0.3579 loss_ce_0: 0.5151 loss_bbox_0: 0.3239 loss_giou_0: 0.5475 loss_ce_1: 0.4043 loss_bbox_1: 0.2373 loss_giou_1: 0.405 loss_ce_2: 0.3575 loss_bbox_2: 0.2133 loss_giou_2: 0.381 loss_ce_3: 0.3305 loss_bbox_3: 0.2084 loss_giou_3: 0.3651 loss_ce_4: 0.3178 loss_bbox_4: 0.2069 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:18] d2.utils.events INFO: eta: 1 day, 0:12:12 iter: 138819 total_loss: 6.077 loss_ce: 0.3199 loss_bbox: 0.2027 loss_giou: 0.3666 loss_ce_0: 0.5228 loss_bbox_0: 0.3442 loss_giou_0: 0.5465 loss_ce_1: 0.4218 loss_bbox_1: 0.2311 loss_giou_1: 0.4086 loss_ce_2: 0.3556 loss_bbox_2: 0.2176 loss_giou_2: 0.3806 loss_ce_3: 0.3361 loss_bbox_3: 0.2147 loss_giou_3: 0.3724 loss_ce_4: 0.3265 loss_bbox_4: 0.2082 loss_giou_4: 0.3682 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:24] d2.utils.events INFO: eta: 1 day, 0:12:34 iter: 138839 total_loss: 6.088 loss_ce: 0.3213 loss_bbox: 0.1974 loss_giou: 0.3434 loss_ce_0: 0.5032 loss_bbox_0: 0.3309 loss_giou_0: 0.5288 loss_ce_1: 0.4201 loss_bbox_1: 0.2277 loss_giou_1: 0.3829 loss_ce_2: 0.3553 loss_bbox_2: 0.2079 loss_giou_2: 0.3651 loss_ce_3: 0.3212 loss_bbox_3: 0.2033 loss_giou_3: 0.3543 loss_ce_4: 0.3106 loss_bbox_4: 0.1977 loss_giou_4: 0.3498 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:29] d2.utils.events INFO: eta: 1 day, 0:12:29 iter: 138859 total_loss: 5.993 loss_ce: 0.3144 loss_bbox: 0.1848 loss_giou: 0.3682 loss_ce_0: 0.51 loss_bbox_0: 0.3151 loss_giou_0: 0.5533 loss_ce_1: 0.4007 loss_bbox_1: 0.2243 loss_giou_1: 0.4225 loss_ce_2: 0.3468 loss_bbox_2: 0.2023 loss_giou_2: 0.3811 loss_ce_3: 0.3204 loss_bbox_3: 0.1879 loss_giou_3: 0.3717 loss_ce_4: 0.3116 loss_bbox_4: 0.1876 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:35] d2.utils.events INFO: eta: 1 day, 0:12:43 iter: 138879 total_loss: 6.131 loss_ce: 0.3185 loss_bbox: 0.1913 loss_giou: 0.344 loss_ce_0: 0.5114 loss_bbox_0: 0.3297 loss_giou_0: 0.5276 loss_ce_1: 0.418 loss_bbox_1: 0.2373 loss_giou_1: 0.3955 loss_ce_2: 0.351 loss_bbox_2: 0.1998 loss_giou_2: 0.3613 loss_ce_3: 0.3255 loss_bbox_3: 0.2004 loss_giou_3: 0.3511 loss_ce_4: 0.3238 loss_bbox_4: 0.1933 loss_giou_4: 0.3469 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:41] d2.utils.events INFO: eta: 1 day, 0:12:50 iter: 138899 total_loss: 5.699 loss_ce: 0.3102 loss_bbox: 0.1897 loss_giou: 0.3324 loss_ce_0: 0.5014 loss_bbox_0: 0.3246 loss_giou_0: 0.5289 loss_ce_1: 0.3916 loss_bbox_1: 0.2247 loss_giou_1: 0.3803 loss_ce_2: 0.326 loss_bbox_2: 0.2037 loss_giou_2: 0.3465 loss_ce_3: 0.3131 loss_bbox_3: 0.1953 loss_giou_3: 0.3345 loss_ce_4: 0.3034 loss_bbox_4: 0.1909 loss_giou_4: 0.329 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:46] d2.utils.events INFO: eta: 1 day, 0:13:11 iter: 138919 total_loss: 5.956 loss_ce: 0.3135 loss_bbox: 0.1859 loss_giou: 0.3451 loss_ce_0: 0.5124 loss_bbox_0: 0.3249 loss_giou_0: 0.5218 loss_ce_1: 0.4206 loss_bbox_1: 0.2157 loss_giou_1: 0.3909 loss_ce_2: 0.3622 loss_bbox_2: 0.1944 loss_giou_2: 0.3632 loss_ce_3: 0.3354 loss_bbox_3: 0.1867 loss_giou_3: 0.3515 loss_ce_4: 0.316 loss_bbox_4: 0.1877 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:52] d2.utils.events INFO: eta: 1 day, 0:12:41 iter: 138939 total_loss: 5.987 loss_ce: 0.3394 loss_bbox: 0.2016 loss_giou: 0.3456 loss_ce_0: 0.5427 loss_bbox_0: 0.3391 loss_giou_0: 0.5304 loss_ce_1: 0.4255 loss_bbox_1: 0.2445 loss_giou_1: 0.3999 loss_ce_2: 0.3776 loss_bbox_2: 0.2206 loss_giou_2: 0.3718 loss_ce_3: 0.3501 loss_bbox_3: 0.2128 loss_giou_3: 0.362 loss_ce_4: 0.3354 loss_bbox_4: 0.2057 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 00:31:58] d2.utils.events INFO: eta: 1 day, 0:12:41 iter: 138959 total_loss: 6.036 loss_ce: 0.3192 loss_bbox: 0.1847 loss_giou: 0.3432 loss_ce_0: 0.5126 loss_bbox_0: 0.3216 loss_giou_0: 0.5345 loss_ce_1: 0.4243 loss_bbox_1: 0.2218 loss_giou_1: 0.39 loss_ce_2: 0.3508 loss_bbox_2: 0.2005 loss_giou_2: 0.3678 loss_ce_3: 0.3239 loss_bbox_3: 0.1935 loss_giou_3: 0.3539 loss_ce_4: 0.3195 loss_bbox_4: 0.1887 loss_giou_4: 0.3458 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:03] d2.utils.events INFO: eta: 1 day, 0:13:04 iter: 138979 total_loss: 6.002 loss_ce: 0.3143 loss_bbox: 0.1929 loss_giou: 0.3481 loss_ce_0: 0.5415 loss_bbox_0: 0.3294 loss_giou_0: 0.5402 loss_ce_1: 0.4164 loss_bbox_1: 0.2219 loss_giou_1: 0.3867 loss_ce_2: 0.3479 loss_bbox_2: 0.207 loss_giou_2: 0.3621 loss_ce_3: 0.3259 loss_bbox_3: 0.2045 loss_giou_3: 0.3553 loss_ce_4: 0.3131 loss_bbox_4: 0.1967 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:09] d2.utils.events INFO: eta: 1 day, 0:13:29 iter: 138999 total_loss: 5.912 loss_ce: 0.3124 loss_bbox: 0.2029 loss_giou: 0.3344 loss_ce_0: 0.524 loss_bbox_0: 0.3362 loss_giou_0: 0.4929 loss_ce_1: 0.407 loss_bbox_1: 0.2471 loss_giou_1: 0.3708 loss_ce_2: 0.3449 loss_bbox_2: 0.2128 loss_giou_2: 0.3493 loss_ce_3: 0.316 loss_bbox_3: 0.2049 loss_giou_3: 0.3361 loss_ce_4: 0.3084 loss_bbox_4: 0.2053 loss_giou_4: 0.3318 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:15] d2.utils.events INFO: eta: 1 day, 0:13:24 iter: 139019 total_loss: 5.94 loss_ce: 0.3082 loss_bbox: 0.1972 loss_giou: 0.3549 loss_ce_0: 0.517 loss_bbox_0: 0.3325 loss_giou_0: 0.5506 loss_ce_1: 0.4148 loss_bbox_1: 0.2217 loss_giou_1: 0.3916 loss_ce_2: 0.3452 loss_bbox_2: 0.2056 loss_giou_2: 0.3669 loss_ce_3: 0.3223 loss_bbox_3: 0.1995 loss_giou_3: 0.3629 loss_ce_4: 0.3139 loss_bbox_4: 0.1994 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:20] d2.utils.events INFO: eta: 1 day, 0:13:02 iter: 139039 total_loss: 5.797 loss_ce: 0.3035 loss_bbox: 0.1835 loss_giou: 0.3315 loss_ce_0: 0.5188 loss_bbox_0: 0.33 loss_giou_0: 0.5082 loss_ce_1: 0.3842 loss_bbox_1: 0.2254 loss_giou_1: 0.3774 loss_ce_2: 0.3351 loss_bbox_2: 0.2032 loss_giou_2: 0.3406 loss_ce_3: 0.314 loss_bbox_3: 0.1926 loss_giou_3: 0.3408 loss_ce_4: 0.3 loss_bbox_4: 0.1854 loss_giou_4: 0.3352 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:26] d2.utils.events INFO: eta: 1 day, 0:12:56 iter: 139059 total_loss: 5.939 loss_ce: 0.3196 loss_bbox: 0.2017 loss_giou: 0.3474 loss_ce_0: 0.5276 loss_bbox_0: 0.3378 loss_giou_0: 0.5349 loss_ce_1: 0.4168 loss_bbox_1: 0.2378 loss_giou_1: 0.3838 loss_ce_2: 0.3612 loss_bbox_2: 0.21 loss_giou_2: 0.3583 loss_ce_3: 0.3348 loss_bbox_3: 0.2023 loss_giou_3: 0.353 loss_ce_4: 0.3308 loss_bbox_4: 0.2051 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:32] d2.utils.events INFO: eta: 1 day, 0:12:57 iter: 139079 total_loss: 6.095 loss_ce: 0.3284 loss_bbox: 0.2072 loss_giou: 0.3409 loss_ce_0: 0.5429 loss_bbox_0: 0.3327 loss_giou_0: 0.5007 loss_ce_1: 0.4333 loss_bbox_1: 0.2362 loss_giou_1: 0.3737 loss_ce_2: 0.3697 loss_bbox_2: 0.2162 loss_giou_2: 0.3447 loss_ce_3: 0.3431 loss_bbox_3: 0.2147 loss_giou_3: 0.3424 loss_ce_4: 0.3366 loss_bbox_4: 0.2103 loss_giou_4: 0.3423 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:37] d2.utils.events INFO: eta: 1 day, 0:13:21 iter: 139099 total_loss: 5.943 loss_ce: 0.3309 loss_bbox: 0.1893 loss_giou: 0.3366 loss_ce_0: 0.5214 loss_bbox_0: 0.3238 loss_giou_0: 0.5014 loss_ce_1: 0.4301 loss_bbox_1: 0.2303 loss_giou_1: 0.3816 loss_ce_2: 0.3689 loss_bbox_2: 0.1996 loss_giou_2: 0.3515 loss_ce_3: 0.3304 loss_bbox_3: 0.2025 loss_giou_3: 0.3414 loss_ce_4: 0.319 loss_bbox_4: 0.1943 loss_giou_4: 0.3432 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:43] d2.utils.events INFO: eta: 1 day, 0:12:56 iter: 139119 total_loss: 5.93 loss_ce: 0.3113 loss_bbox: 0.1903 loss_giou: 0.3466 loss_ce_0: 0.4969 loss_bbox_0: 0.3247 loss_giou_0: 0.5315 loss_ce_1: 0.3974 loss_bbox_1: 0.2216 loss_giou_1: 0.3931 loss_ce_2: 0.3404 loss_bbox_2: 0.1961 loss_giou_2: 0.3589 loss_ce_3: 0.3243 loss_bbox_3: 0.1936 loss_giou_3: 0.3538 loss_ce_4: 0.311 loss_bbox_4: 0.1923 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:49] d2.utils.events INFO: eta: 1 day, 0:12:40 iter: 139139 total_loss: 5.664 loss_ce: 0.3079 loss_bbox: 0.1833 loss_giou: 0.3097 loss_ce_0: 0.5106 loss_bbox_0: 0.3221 loss_giou_0: 0.4804 loss_ce_1: 0.4056 loss_bbox_1: 0.2253 loss_giou_1: 0.3623 loss_ce_2: 0.3471 loss_bbox_2: 0.202 loss_giou_2: 0.3271 loss_ce_3: 0.3133 loss_bbox_3: 0.1934 loss_giou_3: 0.31 loss_ce_4: 0.3053 loss_bbox_4: 0.1846 loss_giou_4: 0.3125 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 00:32:54] d2.utils.events INFO: eta: 1 day, 0:12:35 iter: 139159 total_loss: 6.337 loss_ce: 0.3405 loss_bbox: 0.197 loss_giou: 0.3591 loss_ce_0: 0.5358 loss_bbox_0: 0.3498 loss_giou_0: 0.537 loss_ce_1: 0.4196 loss_bbox_1: 0.2346 loss_giou_1: 0.4034 loss_ce_2: 0.3725 loss_bbox_2: 0.2146 loss_giou_2: 0.3736 loss_ce_3: 0.3445 loss_bbox_3: 0.2074 loss_giou_3: 0.3616 loss_ce_4: 0.3378 loss_bbox_4: 0.2023 loss_giou_4: 0.3562 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 00:33:00] d2.utils.events INFO: eta: 1 day, 0:12:23 iter: 139179 total_loss: 6.027 loss_ce: 0.309 loss_bbox: 0.1802 loss_giou: 0.3737 loss_ce_0: 0.5061 loss_bbox_0: 0.3164 loss_giou_0: 0.5543 loss_ce_1: 0.4048 loss_bbox_1: 0.215 loss_giou_1: 0.4222 loss_ce_2: 0.3383 loss_bbox_2: 0.1974 loss_giou_2: 0.3913 loss_ce_3: 0.3136 loss_bbox_3: 0.1875 loss_giou_3: 0.3828 loss_ce_4: 0.3146 loss_bbox_4: 0.1819 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 00:33:06] d2.utils.events INFO: eta: 1 day, 0:12:23 iter: 139199 total_loss: 5.919 loss_ce: 0.312 loss_bbox: 0.1921 loss_giou: 0.3325 loss_ce_0: 0.5272 loss_bbox_0: 0.3292 loss_giou_0: 0.5137 loss_ce_1: 0.42 loss_bbox_1: 0.2216 loss_giou_1: 0.3926 loss_ce_2: 0.3676 loss_bbox_2: 0.205 loss_giou_2: 0.3565 loss_ce_3: 0.3271 loss_bbox_3: 0.1996 loss_giou_3: 0.3404 loss_ce_4: 0.3157 loss_bbox_4: 0.1931 loss_giou_4: 0.3353 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 00:33:11] d2.utils.events INFO: eta: 1 day, 0:12:18 iter: 139219 total_loss: 5.949 loss_ce: 0.3223 loss_bbox: 0.1964 loss_giou: 0.3575 loss_ce_0: 0.5239 loss_bbox_0: 0.319 loss_giou_0: 0.5341 loss_ce_1: 0.4211 loss_bbox_1: 0.2298 loss_giou_1: 0.3929 loss_ce_2: 0.3629 loss_bbox_2: 0.2048 loss_giou_2: 0.3648 loss_ce_3: 0.3214 loss_bbox_3: 0.1993 loss_giou_3: 0.3579 loss_ce_4: 0.3202 loss_bbox_4: 0.1981 loss_giou_4: 0.3609 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:33:17] d2.utils.events INFO: eta: 1 day, 0:12:03 iter: 139239 total_loss: 6.107 loss_ce: 0.3147 loss_bbox: 0.2118 loss_giou: 0.3631 loss_ce_0: 0.509 loss_bbox_0: 0.3358 loss_giou_0: 0.5416 loss_ce_1: 0.402 loss_bbox_1: 0.2352 loss_giou_1: 0.4102 loss_ce_2: 0.3516 loss_bbox_2: 0.2163 loss_giou_2: 0.3744 loss_ce_3: 0.316 loss_bbox_3: 0.2107 loss_giou_3: 0.3635 loss_ce_4: 0.3124 loss_bbox_4: 0.2105 loss_giou_4: 0.3604 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 00:33:23] d2.utils.events INFO: eta: 1 day, 0:11:57 iter: 139259 total_loss: 5.859 loss_ce: 0.3027 loss_bbox: 0.1958 loss_giou: 0.342 loss_ce_0: 0.5082 loss_bbox_0: 0.3273 loss_giou_0: 0.5146 loss_ce_1: 0.3927 loss_bbox_1: 0.23 loss_giou_1: 0.3771 loss_ce_2: 0.3468 loss_bbox_2: 0.2079 loss_giou_2: 0.3528 loss_ce_3: 0.3165 loss_bbox_3: 0.2 loss_giou_3: 0.3444 loss_ce_4: 0.3033 loss_bbox_4: 0.1986 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 00:33:26] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 00:33:26] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 00:33:26] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 00:33:26] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 00:33:27] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 00:33:27] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 00:33:33] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0017 s/iter. Inference: 0.0429 s/iter. Eval: 0.0003 s/iter. Total: 0.0448 s/iter. ETA=0:00:27 [11/03 00:33:38] d2.evaluation.evaluator INFO: Inference done 109/625. Dataloading: 0.0025 s/iter. Inference: 0.0478 s/iter. Eval: 0.0004 s/iter. Total: 0.0507 s/iter. ETA=0:00:26 [11/03 00:33:43] d2.evaluation.evaluator INFO: Inference done 208/625. Dataloading: 0.0025 s/iter. Inference: 0.0478 s/iter. Eval: 0.0004 s/iter. Total: 0.0508 s/iter. ETA=0:00:21 [11/03 00:33:48] d2.evaluation.evaluator INFO: Inference done 304/625. Dataloading: 0.0025 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:16 [11/03 00:33:53] d2.evaluation.evaluator INFO: Inference done 397/625. Dataloading: 0.0026 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:11 [11/03 00:33:58] d2.evaluation.evaluator INFO: Inference done 493/625. Dataloading: 0.0027 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:06 [11/03 00:34:03] d2.evaluation.evaluator INFO: Inference done 592/625. Dataloading: 0.0027 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0518 s/iter. ETA=0:00:01 [11/03 00:34:05] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.438776 (0.052321 s / iter per device, on 8 devices) [11/03 00:34:05] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048608 s / iter per device, on 8 devices) [11/03 00:34:14] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 00:34:14] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 00:34:16] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 00:34:19] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 00:34:31] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.61 seconds. [11/03 00:34:31] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 00:34:33] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.41 seconds. [11/03 00:34:33] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 40.273 | 58.973 | 43.029 | 23.360 | 43.224 | 55.543 | [11/03 00:34:33] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 51.804 | bicycle | 28.121 | car | 40.503 | | motorcycle | 39.334 | airplane | 69.031 | bus | 62.498 | | train | 63.023 | truck | 34.881 | boat | 23.775 | | traffic light | 25.308 | fire hydrant | 64.917 | stop sign | 64.448 | | parking meter | 42.594 | bench | 25.045 | bird | 35.195 | | cat | 70.631 | dog | 62.040 | horse | 58.694 | | sheep | 50.441 | cow | 56.885 | elephant | 64.805 | | bear | 74.904 | zebra | 65.137 | giraffe | 66.648 | | backpack | 12.459 | umbrella | 35.779 | handbag | 12.652 | | tie | 28.044 | suitcase | 35.506 | frisbee | 66.878 | | skis | 20.338 | snowboard | 39.539 | sports ball | 46.884 | | kite | 42.935 | baseball bat | 31.497 | baseball glove | 37.443 | | skateboard | 51.464 | surfboard | 33.992 | tennis racket | 46.497 | | bottle | 35.544 | wine glass | 32.052 | cup | 39.027 | | fork | 32.134 | knife | 14.075 | spoon | 15.601 | | bowl | 40.143 | banana | 21.659 | apple | 17.573 | | sandwich | 36.668 | orange | 30.186 | broccoli | 19.317 | | carrot | 19.902 | hot dog | 35.390 | pizza | 50.353 | | donut | 42.182 | cake | 35.712 | chair | 24.340 | | couch | 44.171 | potted plant | 24.583 | bed | 48.017 | | dining table | 29.093 | toilet | 63.464 | tv | 54.222 | | laptop | 58.271 | mouse | 57.033 | remote | 29.231 | | keyboard | 48.553 | cell phone | 36.165 | microwave | 60.087 | | oven | 33.427 | toaster | 26.633 | sink | 34.616 | | refrigerator | 55.963 | book | 10.016 | clock | 48.848 | | vase | 36.675 | scissors | 29.091 | teddy bear | 44.282 | | hair drier | 2.375 | toothbrush | 22.621 | | | [11/03 00:34:33] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 00:34:33] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 00:34:33] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 00:34:33] d2.evaluation.testing INFO: copypaste: 40.2733,58.9731,43.0294,23.3595,43.2241,55.5434 [11/03 00:34:36] d2.utils.events INFO: eta: 1 day, 0:11:52 iter: 139279 total_loss: 5.877 loss_ce: 0.3106 loss_bbox: 0.1854 loss_giou: 0.339 loss_ce_0: 0.5225 loss_bbox_0: 0.3248 loss_giou_0: 0.5275 loss_ce_1: 0.4185 loss_bbox_1: 0.2323 loss_giou_1: 0.3907 loss_ce_2: 0.3589 loss_bbox_2: 0.2085 loss_giou_2: 0.3607 loss_ce_3: 0.3234 loss_bbox_3: 0.1903 loss_giou_3: 0.348 loss_ce_4: 0.3184 loss_bbox_4: 0.185 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:34:42] d2.utils.events INFO: eta: 1 day, 0:11:42 iter: 139299 total_loss: 6.08 loss_ce: 0.313 loss_bbox: 0.1971 loss_giou: 0.3452 loss_ce_0: 0.5217 loss_bbox_0: 0.3393 loss_giou_0: 0.5266 loss_ce_1: 0.4152 loss_bbox_1: 0.2303 loss_giou_1: 0.3922 loss_ce_2: 0.3588 loss_bbox_2: 0.21 loss_giou_2: 0.3692 loss_ce_3: 0.3216 loss_bbox_3: 0.2024 loss_giou_3: 0.3574 loss_ce_4: 0.3204 loss_bbox_4: 0.1974 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 00:34:48] d2.utils.events INFO: eta: 1 day, 0:11:41 iter: 139319 total_loss: 6.177 loss_ce: 0.3271 loss_bbox: 0.2007 loss_giou: 0.3675 loss_ce_0: 0.5256 loss_bbox_0: 0.3421 loss_giou_0: 0.5486 loss_ce_1: 0.4079 loss_bbox_1: 0.235 loss_giou_1: 0.4102 loss_ce_2: 0.3714 loss_bbox_2: 0.2136 loss_giou_2: 0.3757 loss_ce_3: 0.3356 loss_bbox_3: 0.2068 loss_giou_3: 0.3768 loss_ce_4: 0.3328 loss_bbox_4: 0.2012 loss_giou_4: 0.3668 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 00:34:53] d2.utils.events INFO: eta: 1 day, 0:11:31 iter: 139339 total_loss: 6.068 loss_ce: 0.3319 loss_bbox: 0.1947 loss_giou: 0.3509 loss_ce_0: 0.5132 loss_bbox_0: 0.3319 loss_giou_0: 0.5406 loss_ce_1: 0.4144 loss_bbox_1: 0.2308 loss_giou_1: 0.4048 loss_ce_2: 0.3596 loss_bbox_2: 0.211 loss_giou_2: 0.3697 loss_ce_3: 0.3377 loss_bbox_3: 0.2039 loss_giou_3: 0.3597 loss_ce_4: 0.3327 loss_bbox_4: 0.195 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:34:59] d2.utils.events INFO: eta: 1 day, 0:10:37 iter: 139359 total_loss: 5.956 loss_ce: 0.3228 loss_bbox: 0.1939 loss_giou: 0.3311 loss_ce_0: 0.5119 loss_bbox_0: 0.3175 loss_giou_0: 0.529 loss_ce_1: 0.4102 loss_bbox_1: 0.224 loss_giou_1: 0.3788 loss_ce_2: 0.3488 loss_bbox_2: 0.208 loss_giou_2: 0.3513 loss_ce_3: 0.3201 loss_bbox_3: 0.2023 loss_giou_3: 0.3458 loss_ce_4: 0.3273 loss_bbox_4: 0.1966 loss_giou_4: 0.3311 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:05] d2.utils.events INFO: eta: 1 day, 0:10:17 iter: 139379 total_loss: 6.141 loss_ce: 0.3445 loss_bbox: 0.2092 loss_giou: 0.345 loss_ce_0: 0.538 loss_bbox_0: 0.3466 loss_giou_0: 0.5376 loss_ce_1: 0.4283 loss_bbox_1: 0.2439 loss_giou_1: 0.396 loss_ce_2: 0.3739 loss_bbox_2: 0.2163 loss_giou_2: 0.3611 loss_ce_3: 0.3418 loss_bbox_3: 0.2119 loss_giou_3: 0.3495 loss_ce_4: 0.3419 loss_bbox_4: 0.2071 loss_giou_4: 0.3443 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:10] d2.utils.events INFO: eta: 1 day, 0:10:04 iter: 139399 total_loss: 6.227 loss_ce: 0.341 loss_bbox: 0.2099 loss_giou: 0.3684 loss_ce_0: 0.5343 loss_bbox_0: 0.3444 loss_giou_0: 0.5569 loss_ce_1: 0.4416 loss_bbox_1: 0.2425 loss_giou_1: 0.4189 loss_ce_2: 0.3736 loss_bbox_2: 0.2182 loss_giou_2: 0.3913 loss_ce_3: 0.3529 loss_bbox_3: 0.2096 loss_giou_3: 0.3753 loss_ce_4: 0.3406 loss_bbox_4: 0.2107 loss_giou_4: 0.3725 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:16] d2.utils.events INFO: eta: 1 day, 0:09:45 iter: 139419 total_loss: 5.978 loss_ce: 0.3126 loss_bbox: 0.1894 loss_giou: 0.3543 loss_ce_0: 0.5111 loss_bbox_0: 0.3287 loss_giou_0: 0.5389 loss_ce_1: 0.4076 loss_bbox_1: 0.2355 loss_giou_1: 0.3995 loss_ce_2: 0.3453 loss_bbox_2: 0.2025 loss_giou_2: 0.367 loss_ce_3: 0.3291 loss_bbox_3: 0.1956 loss_giou_3: 0.3565 loss_ce_4: 0.3157 loss_bbox_4: 0.1952 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:22] d2.utils.events INFO: eta: 1 day, 0:09:34 iter: 139439 total_loss: 5.957 loss_ce: 0.3303 loss_bbox: 0.1956 loss_giou: 0.3367 loss_ce_0: 0.5332 loss_bbox_0: 0.3355 loss_giou_0: 0.5376 loss_ce_1: 0.4296 loss_bbox_1: 0.2337 loss_giou_1: 0.3991 loss_ce_2: 0.3607 loss_bbox_2: 0.2071 loss_giou_2: 0.3572 loss_ce_3: 0.3405 loss_bbox_3: 0.2002 loss_giou_3: 0.3475 loss_ce_4: 0.3259 loss_bbox_4: 0.1965 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:27] d2.utils.events INFO: eta: 1 day, 0:09:12 iter: 139459 total_loss: 6.075 loss_ce: 0.3165 loss_bbox: 0.1975 loss_giou: 0.3374 loss_ce_0: 0.5096 loss_bbox_0: 0.3412 loss_giou_0: 0.5277 loss_ce_1: 0.4061 loss_bbox_1: 0.2352 loss_giou_1: 0.4 loss_ce_2: 0.3356 loss_bbox_2: 0.2146 loss_giou_2: 0.3614 loss_ce_3: 0.3262 loss_bbox_3: 0.2035 loss_giou_3: 0.3462 loss_ce_4: 0.3116 loss_bbox_4: 0.2016 loss_giou_4: 0.3383 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:33] d2.utils.events INFO: eta: 1 day, 0:09:23 iter: 139479 total_loss: 5.844 loss_ce: 0.3247 loss_bbox: 0.1827 loss_giou: 0.3495 loss_ce_0: 0.4988 loss_bbox_0: 0.3179 loss_giou_0: 0.5212 loss_ce_1: 0.396 loss_bbox_1: 0.2268 loss_giou_1: 0.3933 loss_ce_2: 0.3551 loss_bbox_2: 0.1954 loss_giou_2: 0.3653 loss_ce_3: 0.3219 loss_bbox_3: 0.1888 loss_giou_3: 0.3601 loss_ce_4: 0.323 loss_bbox_4: 0.1842 loss_giou_4: 0.3572 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:38] d2.utils.events INFO: eta: 1 day, 0:09:17 iter: 139499 total_loss: 5.83 loss_ce: 0.2968 loss_bbox: 0.1821 loss_giou: 0.3481 loss_ce_0: 0.513 loss_bbox_0: 0.3102 loss_giou_0: 0.5339 loss_ce_1: 0.4079 loss_bbox_1: 0.2134 loss_giou_1: 0.3964 loss_ce_2: 0.3422 loss_bbox_2: 0.1934 loss_giou_2: 0.364 loss_ce_3: 0.3146 loss_bbox_3: 0.19 loss_giou_3: 0.3566 loss_ce_4: 0.3021 loss_bbox_4: 0.1837 loss_giou_4: 0.3479 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:44] d2.utils.events INFO: eta: 1 day, 0:09:32 iter: 139519 total_loss: 6.256 loss_ce: 0.3341 loss_bbox: 0.1991 loss_giou: 0.3656 loss_ce_0: 0.5385 loss_bbox_0: 0.3265 loss_giou_0: 0.5706 loss_ce_1: 0.4334 loss_bbox_1: 0.2322 loss_giou_1: 0.4276 loss_ce_2: 0.3667 loss_bbox_2: 0.206 loss_giou_2: 0.3781 loss_ce_3: 0.3416 loss_bbox_3: 0.2 loss_giou_3: 0.3703 loss_ce_4: 0.3385 loss_bbox_4: 0.1955 loss_giou_4: 0.3697 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:50] d2.utils.events INFO: eta: 1 day, 0:09:30 iter: 139539 total_loss: 6.162 loss_ce: 0.3161 loss_bbox: 0.2035 loss_giou: 0.3817 loss_ce_0: 0.5161 loss_bbox_0: 0.3217 loss_giou_0: 0.5491 loss_ce_1: 0.409 loss_bbox_1: 0.2404 loss_giou_1: 0.4294 loss_ce_2: 0.3339 loss_bbox_2: 0.2199 loss_giou_2: 0.3911 loss_ce_3: 0.3162 loss_bbox_3: 0.2114 loss_giou_3: 0.3837 loss_ce_4: 0.3095 loss_bbox_4: 0.204 loss_giou_4: 0.3783 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 00:35:56] d2.utils.events INFO: eta: 1 day, 0:09:36 iter: 139559 total_loss: 6.249 loss_ce: 0.3238 loss_bbox: 0.1945 loss_giou: 0.3695 loss_ce_0: 0.526 loss_bbox_0: 0.3202 loss_giou_0: 0.5694 loss_ce_1: 0.4126 loss_bbox_1: 0.2324 loss_giou_1: 0.4289 loss_ce_2: 0.3616 loss_bbox_2: 0.2129 loss_giou_2: 0.3936 loss_ce_3: 0.3353 loss_bbox_3: 0.2039 loss_giou_3: 0.3788 loss_ce_4: 0.3221 loss_bbox_4: 0.1982 loss_giou_4: 0.3716 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:01] d2.utils.events INFO: eta: 1 day, 0:09:38 iter: 139579 total_loss: 6.195 loss_ce: 0.3414 loss_bbox: 0.1869 loss_giou: 0.3624 loss_ce_0: 0.5181 loss_bbox_0: 0.3168 loss_giou_0: 0.5589 loss_ce_1: 0.4234 loss_bbox_1: 0.2212 loss_giou_1: 0.4105 loss_ce_2: 0.3706 loss_bbox_2: 0.201 loss_giou_2: 0.3772 loss_ce_3: 0.3455 loss_bbox_3: 0.1936 loss_giou_3: 0.3664 loss_ce_4: 0.3421 loss_bbox_4: 0.191 loss_giou_4: 0.3659 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:07] d2.utils.events INFO: eta: 1 day, 0:10:01 iter: 139599 total_loss: 5.722 loss_ce: 0.3082 loss_bbox: 0.1896 loss_giou: 0.3355 loss_ce_0: 0.5092 loss_bbox_0: 0.3436 loss_giou_0: 0.4971 loss_ce_1: 0.4134 loss_bbox_1: 0.2309 loss_giou_1: 0.3845 loss_ce_2: 0.3529 loss_bbox_2: 0.2078 loss_giou_2: 0.3499 loss_ce_3: 0.3231 loss_bbox_3: 0.1971 loss_giou_3: 0.3461 loss_ce_4: 0.3086 loss_bbox_4: 0.1958 loss_giou_4: 0.3363 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:13] d2.utils.events INFO: eta: 1 day, 0:10:03 iter: 139619 total_loss: 5.798 loss_ce: 0.3103 loss_bbox: 0.2006 loss_giou: 0.3487 loss_ce_0: 0.5171 loss_bbox_0: 0.3284 loss_giou_0: 0.5339 loss_ce_1: 0.4012 loss_bbox_1: 0.2277 loss_giou_1: 0.3833 loss_ce_2: 0.3402 loss_bbox_2: 0.2124 loss_giou_2: 0.3593 loss_ce_3: 0.3119 loss_bbox_3: 0.2064 loss_giou_3: 0.3503 loss_ce_4: 0.3059 loss_bbox_4: 0.2016 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:18] d2.utils.events INFO: eta: 1 day, 0:10:14 iter: 139639 total_loss: 5.943 loss_ce: 0.3104 loss_bbox: 0.1926 loss_giou: 0.3459 loss_ce_0: 0.5248 loss_bbox_0: 0.3369 loss_giou_0: 0.5291 loss_ce_1: 0.414 loss_bbox_1: 0.2354 loss_giou_1: 0.3954 loss_ce_2: 0.3483 loss_bbox_2: 0.2132 loss_giou_2: 0.371 loss_ce_3: 0.3237 loss_bbox_3: 0.2037 loss_giou_3: 0.3541 loss_ce_4: 0.3123 loss_bbox_4: 0.1981 loss_giou_4: 0.3535 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:24] d2.utils.events INFO: eta: 1 day, 0:10:22 iter: 139659 total_loss: 5.799 loss_ce: 0.3125 loss_bbox: 0.1905 loss_giou: 0.3278 loss_ce_0: 0.5118 loss_bbox_0: 0.3178 loss_giou_0: 0.5108 loss_ce_1: 0.407 loss_bbox_1: 0.2275 loss_giou_1: 0.3804 loss_ce_2: 0.3534 loss_bbox_2: 0.2064 loss_giou_2: 0.3394 loss_ce_3: 0.3266 loss_bbox_3: 0.194 loss_giou_3: 0.337 loss_ce_4: 0.3111 loss_bbox_4: 0.1903 loss_giou_4: 0.3281 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:30] d2.utils.events INFO: eta: 1 day, 0:10:34 iter: 139679 total_loss: 5.952 loss_ce: 0.3277 loss_bbox: 0.1854 loss_giou: 0.353 loss_ce_0: 0.5158 loss_bbox_0: 0.3315 loss_giou_0: 0.5508 loss_ce_1: 0.4127 loss_bbox_1: 0.2299 loss_giou_1: 0.402 loss_ce_2: 0.3532 loss_bbox_2: 0.2051 loss_giou_2: 0.3729 loss_ce_3: 0.3328 loss_bbox_3: 0.1983 loss_giou_3: 0.3647 loss_ce_4: 0.3278 loss_bbox_4: 0.1889 loss_giou_4: 0.3571 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:35] d2.utils.events INFO: eta: 1 day, 0:10:24 iter: 139699 total_loss: 5.884 loss_ce: 0.3291 loss_bbox: 0.199 loss_giou: 0.33 loss_ce_0: 0.5201 loss_bbox_0: 0.3311 loss_giou_0: 0.5153 loss_ce_1: 0.4228 loss_bbox_1: 0.2345 loss_giou_1: 0.3777 loss_ce_2: 0.3636 loss_bbox_2: 0.2161 loss_giou_2: 0.3438 loss_ce_3: 0.339 loss_bbox_3: 0.2089 loss_giou_3: 0.3322 loss_ce_4: 0.3292 loss_bbox_4: 0.2031 loss_giou_4: 0.3324 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:41] d2.utils.events INFO: eta: 1 day, 0:10:23 iter: 139719 total_loss: 5.96 loss_ce: 0.329 loss_bbox: 0.1917 loss_giou: 0.3319 loss_ce_0: 0.5316 loss_bbox_0: 0.3259 loss_giou_0: 0.5164 loss_ce_1: 0.4134 loss_bbox_1: 0.2268 loss_giou_1: 0.3853 loss_ce_2: 0.3549 loss_bbox_2: 0.212 loss_giou_2: 0.3552 loss_ce_3: 0.336 loss_bbox_3: 0.1933 loss_giou_3: 0.339 loss_ce_4: 0.3276 loss_bbox_4: 0.1929 loss_giou_4: 0.3342 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:47] d2.utils.events INFO: eta: 1 day, 0:10:38 iter: 139739 total_loss: 6.416 loss_ce: 0.351 loss_bbox: 0.2042 loss_giou: 0.3681 loss_ce_0: 0.5466 loss_bbox_0: 0.3342 loss_giou_0: 0.5751 loss_ce_1: 0.4451 loss_bbox_1: 0.2369 loss_giou_1: 0.4323 loss_ce_2: 0.3966 loss_bbox_2: 0.2172 loss_giou_2: 0.3969 loss_ce_3: 0.3601 loss_bbox_3: 0.2066 loss_giou_3: 0.3814 loss_ce_4: 0.3501 loss_bbox_4: 0.2057 loss_giou_4: 0.3719 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:53] d2.utils.events INFO: eta: 1 day, 0:10:44 iter: 139759 total_loss: 6.252 loss_ce: 0.3199 loss_bbox: 0.2084 loss_giou: 0.3871 loss_ce_0: 0.5136 loss_bbox_0: 0.3324 loss_giou_0: 0.5687 loss_ce_1: 0.4169 loss_bbox_1: 0.2293 loss_giou_1: 0.4412 loss_ce_2: 0.3591 loss_bbox_2: 0.2096 loss_giou_2: 0.4083 loss_ce_3: 0.3293 loss_bbox_3: 0.2093 loss_giou_3: 0.3975 loss_ce_4: 0.3203 loss_bbox_4: 0.2046 loss_giou_4: 0.3866 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:36:58] d2.utils.events INFO: eta: 1 day, 0:10:08 iter: 139779 total_loss: 6.401 loss_ce: 0.349 loss_bbox: 0.2033 loss_giou: 0.347 loss_ce_0: 0.5464 loss_bbox_0: 0.3445 loss_giou_0: 0.5452 loss_ce_1: 0.4495 loss_bbox_1: 0.2367 loss_giou_1: 0.4036 loss_ce_2: 0.3796 loss_bbox_2: 0.2155 loss_giou_2: 0.3697 loss_ce_3: 0.3578 loss_bbox_3: 0.2089 loss_giou_3: 0.3542 loss_ce_4: 0.3472 loss_bbox_4: 0.2072 loss_giou_4: 0.3506 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:04] d2.utils.events INFO: eta: 1 day, 0:10:07 iter: 139799 total_loss: 6.137 loss_ce: 0.3436 loss_bbox: 0.2016 loss_giou: 0.3696 loss_ce_0: 0.5255 loss_bbox_0: 0.324 loss_giou_0: 0.538 loss_ce_1: 0.4249 loss_bbox_1: 0.2226 loss_giou_1: 0.3995 loss_ce_2: 0.3672 loss_bbox_2: 0.2063 loss_giou_2: 0.3842 loss_ce_3: 0.3415 loss_bbox_3: 0.2027 loss_giou_3: 0.3766 loss_ce_4: 0.3437 loss_bbox_4: 0.2048 loss_giou_4: 0.3695 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:10] d2.utils.events INFO: eta: 1 day, 0:09:35 iter: 139819 total_loss: 5.966 loss_ce: 0.3061 loss_bbox: 0.1922 loss_giou: 0.3478 loss_ce_0: 0.5133 loss_bbox_0: 0.3258 loss_giou_0: 0.5396 loss_ce_1: 0.4043 loss_bbox_1: 0.2326 loss_giou_1: 0.3919 loss_ce_2: 0.3365 loss_bbox_2: 0.2095 loss_giou_2: 0.3645 loss_ce_3: 0.3072 loss_bbox_3: 0.1991 loss_giou_3: 0.3595 loss_ce_4: 0.3048 loss_bbox_4: 0.1928 loss_giou_4: 0.3531 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:15] d2.utils.events INFO: eta: 1 day, 0:09:16 iter: 139839 total_loss: 5.737 loss_ce: 0.3434 loss_bbox: 0.2087 loss_giou: 0.3229 loss_ce_0: 0.5229 loss_bbox_0: 0.3392 loss_giou_0: 0.5144 loss_ce_1: 0.4301 loss_bbox_1: 0.2297 loss_giou_1: 0.3648 loss_ce_2: 0.38 loss_bbox_2: 0.2069 loss_giou_2: 0.3369 loss_ce_3: 0.3439 loss_bbox_3: 0.2078 loss_giou_3: 0.3282 loss_ce_4: 0.332 loss_bbox_4: 0.2076 loss_giou_4: 0.3256 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:21] d2.utils.events INFO: eta: 1 day, 0:08:18 iter: 139859 total_loss: 6.376 loss_ce: 0.339 loss_bbox: 0.2089 loss_giou: 0.3759 loss_ce_0: 0.5522 loss_bbox_0: 0.3405 loss_giou_0: 0.5511 loss_ce_1: 0.4497 loss_bbox_1: 0.2336 loss_giou_1: 0.4196 loss_ce_2: 0.377 loss_bbox_2: 0.2224 loss_giou_2: 0.3921 loss_ce_3: 0.3477 loss_bbox_3: 0.2111 loss_giou_3: 0.3824 loss_ce_4: 0.3403 loss_bbox_4: 0.2073 loss_giou_4: 0.3719 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:26] d2.utils.events INFO: eta: 1 day, 0:07:54 iter: 139879 total_loss: 6.043 loss_ce: 0.3377 loss_bbox: 0.1885 loss_giou: 0.3401 loss_ce_0: 0.5161 loss_bbox_0: 0.3222 loss_giou_0: 0.5435 loss_ce_1: 0.4181 loss_bbox_1: 0.225 loss_giou_1: 0.3949 loss_ce_2: 0.3574 loss_bbox_2: 0.2046 loss_giou_2: 0.3637 loss_ce_3: 0.3463 loss_bbox_3: 0.1976 loss_giou_3: 0.3523 loss_ce_4: 0.3371 loss_bbox_4: 0.1934 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:32] d2.utils.events INFO: eta: 1 day, 0:07:33 iter: 139899 total_loss: 6.175 loss_ce: 0.3425 loss_bbox: 0.197 loss_giou: 0.3619 loss_ce_0: 0.5322 loss_bbox_0: 0.3254 loss_giou_0: 0.5673 loss_ce_1: 0.4283 loss_bbox_1: 0.2284 loss_giou_1: 0.4104 loss_ce_2: 0.3704 loss_bbox_2: 0.2068 loss_giou_2: 0.3823 loss_ce_3: 0.3458 loss_bbox_3: 0.2066 loss_giou_3: 0.3698 loss_ce_4: 0.3386 loss_bbox_4: 0.1986 loss_giou_4: 0.3645 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:38] d2.utils.events INFO: eta: 1 day, 0:07:14 iter: 139919 total_loss: 5.778 loss_ce: 0.3066 loss_bbox: 0.1833 loss_giou: 0.3542 loss_ce_0: 0.535 loss_bbox_0: 0.3219 loss_giou_0: 0.5352 loss_ce_1: 0.4105 loss_bbox_1: 0.218 loss_giou_1: 0.4014 loss_ce_2: 0.356 loss_bbox_2: 0.2009 loss_giou_2: 0.371 loss_ce_3: 0.3187 loss_bbox_3: 0.1893 loss_giou_3: 0.3575 loss_ce_4: 0.3052 loss_bbox_4: 0.1834 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:43] d2.utils.events INFO: eta: 1 day, 0:07:20 iter: 139939 total_loss: 5.947 loss_ce: 0.3434 loss_bbox: 0.1979 loss_giou: 0.3141 loss_ce_0: 0.5403 loss_bbox_0: 0.3218 loss_giou_0: 0.5131 loss_ce_1: 0.4442 loss_bbox_1: 0.2288 loss_giou_1: 0.3571 loss_ce_2: 0.3694 loss_bbox_2: 0.2135 loss_giou_2: 0.3273 loss_ce_3: 0.3594 loss_bbox_3: 0.2039 loss_giou_3: 0.3171 loss_ce_4: 0.3407 loss_bbox_4: 0.1976 loss_giou_4: 0.3144 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:49] d2.utils.events INFO: eta: 1 day, 0:07:14 iter: 139959 total_loss: 5.878 loss_ce: 0.3035 loss_bbox: 0.1814 loss_giou: 0.3533 loss_ce_0: 0.5109 loss_bbox_0: 0.301 loss_giou_0: 0.5405 loss_ce_1: 0.4009 loss_bbox_1: 0.2095 loss_giou_1: 0.3979 loss_ce_2: 0.3495 loss_bbox_2: 0.192 loss_giou_2: 0.3737 loss_ce_3: 0.3132 loss_bbox_3: 0.1825 loss_giou_3: 0.3637 loss_ce_4: 0.3084 loss_bbox_4: 0.1807 loss_giou_4: 0.3574 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:37:55] d2.utils.events INFO: eta: 1 day, 0:06:34 iter: 139979 total_loss: 6.084 loss_ce: 0.3286 loss_bbox: 0.1925 loss_giou: 0.3649 loss_ce_0: 0.5249 loss_bbox_0: 0.3149 loss_giou_0: 0.5232 loss_ce_1: 0.4232 loss_bbox_1: 0.2232 loss_giou_1: 0.4084 loss_ce_2: 0.366 loss_bbox_2: 0.2011 loss_giou_2: 0.3863 loss_ce_3: 0.335 loss_bbox_3: 0.1929 loss_giou_3: 0.3758 loss_ce_4: 0.3271 loss_bbox_4: 0.1915 loss_giou_4: 0.3689 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:00] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0139999.pth [11/03 00:38:02] d2.utils.events INFO: eta: 1 day, 0:05:39 iter: 139999 total_loss: 5.954 loss_ce: 0.3049 loss_bbox: 0.2077 loss_giou: 0.3383 loss_ce_0: 0.5188 loss_bbox_0: 0.3281 loss_giou_0: 0.5212 loss_ce_1: 0.4058 loss_bbox_1: 0.2344 loss_giou_1: 0.3894 loss_ce_2: 0.351 loss_bbox_2: 0.2188 loss_giou_2: 0.3548 loss_ce_3: 0.3237 loss_bbox_3: 0.2114 loss_giou_3: 0.3503 loss_ce_4: 0.3114 loss_bbox_4: 0.2053 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:08] d2.utils.events INFO: eta: 1 day, 0:05:24 iter: 140019 total_loss: 6.275 loss_ce: 0.326 loss_bbox: 0.1889 loss_giou: 0.3679 loss_ce_0: 0.5121 loss_bbox_0: 0.325 loss_giou_0: 0.5682 loss_ce_1: 0.4044 loss_bbox_1: 0.2242 loss_giou_1: 0.4227 loss_ce_2: 0.3521 loss_bbox_2: 0.1985 loss_giou_2: 0.3835 loss_ce_3: 0.3312 loss_bbox_3: 0.1909 loss_giou_3: 0.3776 loss_ce_4: 0.3291 loss_bbox_4: 0.1894 loss_giou_4: 0.3753 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:13] d2.utils.events INFO: eta: 1 day, 0:05:02 iter: 140039 total_loss: 6.071 loss_ce: 0.3255 loss_bbox: 0.1932 loss_giou: 0.3526 loss_ce_0: 0.5394 loss_bbox_0: 0.3436 loss_giou_0: 0.5441 loss_ce_1: 0.425 loss_bbox_1: 0.2366 loss_giou_1: 0.4044 loss_ce_2: 0.3574 loss_bbox_2: 0.2135 loss_giou_2: 0.3776 loss_ce_3: 0.3393 loss_bbox_3: 0.197 loss_giou_3: 0.3613 loss_ce_4: 0.3307 loss_bbox_4: 0.1904 loss_giou_4: 0.3581 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:19] d2.utils.events INFO: eta: 1 day, 0:04:41 iter: 140059 total_loss: 5.912 loss_ce: 0.3298 loss_bbox: 0.2003 loss_giou: 0.3305 loss_ce_0: 0.5195 loss_bbox_0: 0.3183 loss_giou_0: 0.5195 loss_ce_1: 0.4203 loss_bbox_1: 0.2298 loss_giou_1: 0.38 loss_ce_2: 0.3616 loss_bbox_2: 0.2147 loss_giou_2: 0.3509 loss_ce_3: 0.3386 loss_bbox_3: 0.2072 loss_giou_3: 0.3405 loss_ce_4: 0.3236 loss_bbox_4: 0.2043 loss_giou_4: 0.3346 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:25] d2.utils.events INFO: eta: 1 day, 0:04:45 iter: 140079 total_loss: 5.97 loss_ce: 0.3131 loss_bbox: 0.1896 loss_giou: 0.3391 loss_ce_0: 0.51 loss_bbox_0: 0.3178 loss_giou_0: 0.5188 loss_ce_1: 0.4253 loss_bbox_1: 0.2207 loss_giou_1: 0.3832 loss_ce_2: 0.3582 loss_bbox_2: 0.2066 loss_giou_2: 0.3536 loss_ce_3: 0.3367 loss_bbox_3: 0.195 loss_giou_3: 0.3441 loss_ce_4: 0.3133 loss_bbox_4: 0.1905 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:30] d2.utils.events INFO: eta: 1 day, 0:04:10 iter: 140099 total_loss: 5.647 loss_ce: 0.2945 loss_bbox: 0.194 loss_giou: 0.3225 loss_ce_0: 0.4949 loss_bbox_0: 0.3226 loss_giou_0: 0.5006 loss_ce_1: 0.3892 loss_bbox_1: 0.2249 loss_giou_1: 0.3596 loss_ce_2: 0.3374 loss_bbox_2: 0.2019 loss_giou_2: 0.3332 loss_ce_3: 0.301 loss_bbox_3: 0.198 loss_giou_3: 0.3276 loss_ce_4: 0.293 loss_bbox_4: 0.2001 loss_giou_4: 0.3238 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:36] d2.utils.events INFO: eta: 1 day, 0:04:43 iter: 140119 total_loss: 6.195 loss_ce: 0.3236 loss_bbox: 0.2011 loss_giou: 0.3696 loss_ce_0: 0.5188 loss_bbox_0: 0.3374 loss_giou_0: 0.5608 loss_ce_1: 0.4269 loss_bbox_1: 0.2371 loss_giou_1: 0.4234 loss_ce_2: 0.347 loss_bbox_2: 0.2123 loss_giou_2: 0.3889 loss_ce_3: 0.3275 loss_bbox_3: 0.2083 loss_giou_3: 0.3762 loss_ce_4: 0.3192 loss_bbox_4: 0.2039 loss_giou_4: 0.3765 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:42] d2.utils.events INFO: eta: 1 day, 0:04:40 iter: 140139 total_loss: 5.722 loss_ce: 0.3207 loss_bbox: 0.198 loss_giou: 0.3429 loss_ce_0: 0.5077 loss_bbox_0: 0.3243 loss_giou_0: 0.532 loss_ce_1: 0.4126 loss_bbox_1: 0.2266 loss_giou_1: 0.3941 loss_ce_2: 0.3388 loss_bbox_2: 0.2043 loss_giou_2: 0.3584 loss_ce_3: 0.3224 loss_bbox_3: 0.2039 loss_giou_3: 0.3464 loss_ce_4: 0.3232 loss_bbox_4: 0.1999 loss_giou_4: 0.3446 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:47] d2.utils.events INFO: eta: 1 day, 0:04:46 iter: 140159 total_loss: 6.077 loss_ce: 0.3232 loss_bbox: 0.198 loss_giou: 0.3445 loss_ce_0: 0.5376 loss_bbox_0: 0.3369 loss_giou_0: 0.5356 loss_ce_1: 0.4155 loss_bbox_1: 0.2285 loss_giou_1: 0.3906 loss_ce_2: 0.3503 loss_bbox_2: 0.2114 loss_giou_2: 0.3613 loss_ce_3: 0.3364 loss_bbox_3: 0.1987 loss_giou_3: 0.3497 loss_ce_4: 0.3208 loss_bbox_4: 0.2053 loss_giou_4: 0.3513 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:53] d2.utils.events INFO: eta: 1 day, 0:04:56 iter: 140179 total_loss: 5.745 loss_ce: 0.299 loss_bbox: 0.1797 loss_giou: 0.3439 loss_ce_0: 0.479 loss_bbox_0: 0.3037 loss_giou_0: 0.5328 loss_ce_1: 0.3987 loss_bbox_1: 0.2148 loss_giou_1: 0.3972 loss_ce_2: 0.3356 loss_bbox_2: 0.1941 loss_giou_2: 0.3617 loss_ce_3: 0.3039 loss_bbox_3: 0.1824 loss_giou_3: 0.3495 loss_ce_4: 0.2956 loss_bbox_4: 0.1797 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:38:59] d2.utils.events INFO: eta: 1 day, 0:04:23 iter: 140199 total_loss: 6.036 loss_ce: 0.3235 loss_bbox: 0.1933 loss_giou: 0.3428 loss_ce_0: 0.5051 loss_bbox_0: 0.3249 loss_giou_0: 0.509 loss_ce_1: 0.4034 loss_bbox_1: 0.2324 loss_giou_1: 0.3891 loss_ce_2: 0.3468 loss_bbox_2: 0.2038 loss_giou_2: 0.3591 loss_ce_3: 0.3186 loss_bbox_3: 0.1978 loss_giou_3: 0.3556 loss_ce_4: 0.3144 loss_bbox_4: 0.1943 loss_giou_4: 0.3496 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:05] d2.utils.events INFO: eta: 1 day, 0:04:15 iter: 140219 total_loss: 6.216 loss_ce: 0.3172 loss_bbox: 0.1908 loss_giou: 0.3754 loss_ce_0: 0.522 loss_bbox_0: 0.3271 loss_giou_0: 0.5675 loss_ce_1: 0.4034 loss_bbox_1: 0.2241 loss_giou_1: 0.4231 loss_ce_2: 0.3404 loss_bbox_2: 0.206 loss_giou_2: 0.3952 loss_ce_3: 0.3269 loss_bbox_3: 0.1978 loss_giou_3: 0.3901 loss_ce_4: 0.3171 loss_bbox_4: 0.1949 loss_giou_4: 0.3786 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:10] d2.utils.events INFO: eta: 1 day, 0:03:34 iter: 140239 total_loss: 6.082 loss_ce: 0.3453 loss_bbox: 0.1985 loss_giou: 0.3439 loss_ce_0: 0.5198 loss_bbox_0: 0.3334 loss_giou_0: 0.5212 loss_ce_1: 0.4284 loss_bbox_1: 0.2399 loss_giou_1: 0.4023 loss_ce_2: 0.3811 loss_bbox_2: 0.2127 loss_giou_2: 0.3641 loss_ce_3: 0.3548 loss_bbox_3: 0.2074 loss_giou_3: 0.3459 loss_ce_4: 0.348 loss_bbox_4: 0.201 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:16] d2.utils.events INFO: eta: 1 day, 0:03:55 iter: 140259 total_loss: 5.985 loss_ce: 0.3199 loss_bbox: 0.1849 loss_giou: 0.353 loss_ce_0: 0.5281 loss_bbox_0: 0.3143 loss_giou_0: 0.542 loss_ce_1: 0.4102 loss_bbox_1: 0.2188 loss_giou_1: 0.3992 loss_ce_2: 0.3499 loss_bbox_2: 0.2023 loss_giou_2: 0.3649 loss_ce_3: 0.3235 loss_bbox_3: 0.1887 loss_giou_3: 0.3522 loss_ce_4: 0.3242 loss_bbox_4: 0.1873 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:21] d2.utils.events INFO: eta: 1 day, 0:03:28 iter: 140279 total_loss: 6.095 loss_ce: 0.3293 loss_bbox: 0.2013 loss_giou: 0.355 loss_ce_0: 0.5178 loss_bbox_0: 0.3341 loss_giou_0: 0.5262 loss_ce_1: 0.4284 loss_bbox_1: 0.2332 loss_giou_1: 0.4014 loss_ce_2: 0.3646 loss_bbox_2: 0.2084 loss_giou_2: 0.3794 loss_ce_3: 0.333 loss_bbox_3: 0.2019 loss_giou_3: 0.3631 loss_ce_4: 0.3282 loss_bbox_4: 0.2037 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:27] d2.utils.events INFO: eta: 1 day, 0:03:18 iter: 140299 total_loss: 6.055 loss_ce: 0.3449 loss_bbox: 0.1988 loss_giou: 0.3524 loss_ce_0: 0.533 loss_bbox_0: 0.3271 loss_giou_0: 0.5501 loss_ce_1: 0.4223 loss_bbox_1: 0.229 loss_giou_1: 0.3992 loss_ce_2: 0.3657 loss_bbox_2: 0.2115 loss_giou_2: 0.3713 loss_ce_3: 0.3481 loss_bbox_3: 0.2021 loss_giou_3: 0.3606 loss_ce_4: 0.3403 loss_bbox_4: 0.2029 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:33] d2.utils.events INFO: eta: 1 day, 0:03:12 iter: 140319 total_loss: 5.978 loss_ce: 0.3114 loss_bbox: 0.1905 loss_giou: 0.3806 loss_ce_0: 0.5222 loss_bbox_0: 0.3254 loss_giou_0: 0.5526 loss_ce_1: 0.4049 loss_bbox_1: 0.2266 loss_giou_1: 0.4128 loss_ce_2: 0.3514 loss_bbox_2: 0.2035 loss_giou_2: 0.3905 loss_ce_3: 0.3185 loss_bbox_3: 0.1948 loss_giou_3: 0.3787 loss_ce_4: 0.3102 loss_bbox_4: 0.1941 loss_giou_4: 0.3747 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:38] d2.utils.events INFO: eta: 1 day, 0:03:35 iter: 140339 total_loss: 6.063 loss_ce: 0.3244 loss_bbox: 0.191 loss_giou: 0.3445 loss_ce_0: 0.5365 loss_bbox_0: 0.3247 loss_giou_0: 0.5402 loss_ce_1: 0.4166 loss_bbox_1: 0.225 loss_giou_1: 0.4007 loss_ce_2: 0.359 loss_bbox_2: 0.2105 loss_giou_2: 0.3735 loss_ce_3: 0.3328 loss_bbox_3: 0.2043 loss_giou_3: 0.3559 loss_ce_4: 0.3234 loss_bbox_4: 0.1956 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:44] d2.utils.events INFO: eta: 1 day, 0:03:32 iter: 140359 total_loss: 5.985 loss_ce: 0.3193 loss_bbox: 0.2028 loss_giou: 0.3598 loss_ce_0: 0.512 loss_bbox_0: 0.3431 loss_giou_0: 0.566 loss_ce_1: 0.4076 loss_bbox_1: 0.2317 loss_giou_1: 0.4112 loss_ce_2: 0.36 loss_bbox_2: 0.2116 loss_giou_2: 0.3786 loss_ce_3: 0.3221 loss_bbox_3: 0.209 loss_giou_3: 0.3706 loss_ce_4: 0.3122 loss_bbox_4: 0.2044 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:50] d2.utils.events INFO: eta: 1 day, 0:03:24 iter: 140379 total_loss: 6.109 loss_ce: 0.3382 loss_bbox: 0.2019 loss_giou: 0.3431 loss_ce_0: 0.5263 loss_bbox_0: 0.3199 loss_giou_0: 0.5158 loss_ce_1: 0.4244 loss_bbox_1: 0.2351 loss_giou_1: 0.3922 loss_ce_2: 0.3718 loss_bbox_2: 0.212 loss_giou_2: 0.3542 loss_ce_3: 0.3458 loss_bbox_3: 0.2123 loss_giou_3: 0.3471 loss_ce_4: 0.3325 loss_bbox_4: 0.2046 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 00:39:56] d2.utils.events INFO: eta: 1 day, 0:03:06 iter: 140399 total_loss: 5.918 loss_ce: 0.3121 loss_bbox: 0.1912 loss_giou: 0.3546 loss_ce_0: 0.5121 loss_bbox_0: 0.3263 loss_giou_0: 0.5423 loss_ce_1: 0.4171 loss_bbox_1: 0.2268 loss_giou_1: 0.3918 loss_ce_2: 0.3485 loss_bbox_2: 0.2131 loss_giou_2: 0.3686 loss_ce_3: 0.317 loss_bbox_3: 0.2026 loss_giou_3: 0.3618 loss_ce_4: 0.3149 loss_bbox_4: 0.1955 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:01] d2.utils.events INFO: eta: 1 day, 0:03:01 iter: 140419 total_loss: 5.789 loss_ce: 0.2836 loss_bbox: 0.176 loss_giou: 0.3419 loss_ce_0: 0.4981 loss_bbox_0: 0.3159 loss_giou_0: 0.5406 loss_ce_1: 0.3889 loss_bbox_1: 0.2222 loss_giou_1: 0.3925 loss_ce_2: 0.3257 loss_bbox_2: 0.1936 loss_giou_2: 0.3551 loss_ce_3: 0.297 loss_bbox_3: 0.1851 loss_giou_3: 0.3539 loss_ce_4: 0.2905 loss_bbox_4: 0.1794 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:07] d2.utils.events INFO: eta: 1 day, 0:03:10 iter: 140439 total_loss: 5.735 loss_ce: 0.2998 loss_bbox: 0.1835 loss_giou: 0.3303 loss_ce_0: 0.5174 loss_bbox_0: 0.3184 loss_giou_0: 0.5264 loss_ce_1: 0.4071 loss_bbox_1: 0.2138 loss_giou_1: 0.3847 loss_ce_2: 0.3424 loss_bbox_2: 0.1982 loss_giou_2: 0.3517 loss_ce_3: 0.3149 loss_bbox_3: 0.1874 loss_giou_3: 0.3395 loss_ce_4: 0.3051 loss_bbox_4: 0.1847 loss_giou_4: 0.3365 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:13] d2.utils.events INFO: eta: 1 day, 0:03:35 iter: 140459 total_loss: 5.885 loss_ce: 0.3058 loss_bbox: 0.1918 loss_giou: 0.3631 loss_ce_0: 0.5162 loss_bbox_0: 0.3279 loss_giou_0: 0.5467 loss_ce_1: 0.3989 loss_bbox_1: 0.2315 loss_giou_1: 0.4113 loss_ce_2: 0.3421 loss_bbox_2: 0.2068 loss_giou_2: 0.3837 loss_ce_3: 0.3142 loss_bbox_3: 0.2018 loss_giou_3: 0.3792 loss_ce_4: 0.3056 loss_bbox_4: 0.1918 loss_giou_4: 0.3672 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:18] d2.utils.events INFO: eta: 1 day, 0:03:17 iter: 140479 total_loss: 6.435 loss_ce: 0.3476 loss_bbox: 0.2065 loss_giou: 0.3515 loss_ce_0: 0.5489 loss_bbox_0: 0.3571 loss_giou_0: 0.5548 loss_ce_1: 0.4416 loss_bbox_1: 0.2491 loss_giou_1: 0.4119 loss_ce_2: 0.3747 loss_bbox_2: 0.2248 loss_giou_2: 0.3698 loss_ce_3: 0.3573 loss_bbox_3: 0.2159 loss_giou_3: 0.3616 loss_ce_4: 0.3537 loss_bbox_4: 0.21 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:24] d2.utils.events INFO: eta: 1 day, 0:03:28 iter: 140499 total_loss: 6.014 loss_ce: 0.3226 loss_bbox: 0.1919 loss_giou: 0.3426 loss_ce_0: 0.5222 loss_bbox_0: 0.337 loss_giou_0: 0.5264 loss_ce_1: 0.4222 loss_bbox_1: 0.2251 loss_giou_1: 0.3847 loss_ce_2: 0.3509 loss_bbox_2: 0.2022 loss_giou_2: 0.3591 loss_ce_3: 0.3252 loss_bbox_3: 0.1952 loss_giou_3: 0.3472 loss_ce_4: 0.3191 loss_bbox_4: 0.1905 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:30] d2.utils.events INFO: eta: 1 day, 0:03:18 iter: 140519 total_loss: 5.618 loss_ce: 0.2842 loss_bbox: 0.187 loss_giou: 0.3195 loss_ce_0: 0.496 loss_bbox_0: 0.3296 loss_giou_0: 0.4901 loss_ce_1: 0.3794 loss_bbox_1: 0.2272 loss_giou_1: 0.3665 loss_ce_2: 0.313 loss_bbox_2: 0.1998 loss_giou_2: 0.3386 loss_ce_3: 0.2955 loss_bbox_3: 0.1968 loss_giou_3: 0.328 loss_ce_4: 0.2844 loss_bbox_4: 0.1942 loss_giou_4: 0.3222 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:36] d2.utils.events INFO: eta: 1 day, 0:03:21 iter: 140539 total_loss: 6.1 loss_ce: 0.3207 loss_bbox: 0.1854 loss_giou: 0.3513 loss_ce_0: 0.5407 loss_bbox_0: 0.333 loss_giou_0: 0.5394 loss_ce_1: 0.4293 loss_bbox_1: 0.2368 loss_giou_1: 0.3996 loss_ce_2: 0.3512 loss_bbox_2: 0.208 loss_giou_2: 0.363 loss_ce_3: 0.3325 loss_bbox_3: 0.1927 loss_giou_3: 0.3556 loss_ce_4: 0.3214 loss_bbox_4: 0.1834 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:41] d2.utils.events INFO: eta: 1 day, 0:03:16 iter: 140559 total_loss: 5.761 loss_ce: 0.2994 loss_bbox: 0.1928 loss_giou: 0.3452 loss_ce_0: 0.5098 loss_bbox_0: 0.3331 loss_giou_0: 0.5138 loss_ce_1: 0.4162 loss_bbox_1: 0.2215 loss_giou_1: 0.3869 loss_ce_2: 0.3475 loss_bbox_2: 0.2088 loss_giou_2: 0.3606 loss_ce_3: 0.3116 loss_bbox_3: 0.201 loss_giou_3: 0.3497 loss_ce_4: 0.3023 loss_bbox_4: 0.1951 loss_giou_4: 0.346 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:47] d2.utils.events INFO: eta: 1 day, 0:03:17 iter: 140579 total_loss: 5.938 loss_ce: 0.3044 loss_bbox: 0.1812 loss_giou: 0.3616 loss_ce_0: 0.5057 loss_bbox_0: 0.3043 loss_giou_0: 0.551 loss_ce_1: 0.3955 loss_bbox_1: 0.2178 loss_giou_1: 0.4218 loss_ce_2: 0.3449 loss_bbox_2: 0.1942 loss_giou_2: 0.3811 loss_ce_3: 0.3133 loss_bbox_3: 0.1837 loss_giou_3: 0.363 loss_ce_4: 0.304 loss_bbox_4: 0.1817 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:53] d2.utils.events INFO: eta: 1 day, 0:03:12 iter: 140599 total_loss: 5.923 loss_ce: 0.3014 loss_bbox: 0.1863 loss_giou: 0.3444 loss_ce_0: 0.5142 loss_bbox_0: 0.333 loss_giou_0: 0.5197 loss_ce_1: 0.4037 loss_bbox_1: 0.22 loss_giou_1: 0.3972 loss_ce_2: 0.3376 loss_bbox_2: 0.2046 loss_giou_2: 0.3672 loss_ce_3: 0.3115 loss_bbox_3: 0.1986 loss_giou_3: 0.3511 loss_ce_4: 0.3046 loss_bbox_4: 0.1913 loss_giou_4: 0.3476 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 00:40:58] d2.utils.events INFO: eta: 1 day, 0:03:06 iter: 140619 total_loss: 5.823 loss_ce: 0.311 loss_bbox: 0.1807 loss_giou: 0.3569 loss_ce_0: 0.5096 loss_bbox_0: 0.31 loss_giou_0: 0.5369 loss_ce_1: 0.4054 loss_bbox_1: 0.2149 loss_giou_1: 0.3956 loss_ce_2: 0.3391 loss_bbox_2: 0.1989 loss_giou_2: 0.3704 loss_ce_3: 0.3186 loss_bbox_3: 0.1842 loss_giou_3: 0.3626 loss_ce_4: 0.318 loss_bbox_4: 0.1805 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:04] d2.utils.events INFO: eta: 1 day, 0:02:53 iter: 140639 total_loss: 5.854 loss_ce: 0.3183 loss_bbox: 0.1973 loss_giou: 0.3421 loss_ce_0: 0.5094 loss_bbox_0: 0.327 loss_giou_0: 0.5255 loss_ce_1: 0.4062 loss_bbox_1: 0.2374 loss_giou_1: 0.3868 loss_ce_2: 0.3531 loss_bbox_2: 0.2131 loss_giou_2: 0.3586 loss_ce_3: 0.3163 loss_bbox_3: 0.2054 loss_giou_3: 0.3544 loss_ce_4: 0.315 loss_bbox_4: 0.1998 loss_giou_4: 0.3407 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:10] d2.utils.events INFO: eta: 1 day, 0:02:25 iter: 140659 total_loss: 5.977 loss_ce: 0.2977 loss_bbox: 0.1837 loss_giou: 0.3596 loss_ce_0: 0.5156 loss_bbox_0: 0.3246 loss_giou_0: 0.561 loss_ce_1: 0.41 loss_bbox_1: 0.219 loss_giou_1: 0.4165 loss_ce_2: 0.3471 loss_bbox_2: 0.1975 loss_giou_2: 0.3833 loss_ce_3: 0.3158 loss_bbox_3: 0.1889 loss_giou_3: 0.3689 loss_ce_4: 0.2953 loss_bbox_4: 0.1851 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:15] d2.utils.events INFO: eta: 1 day, 0:02:36 iter: 140679 total_loss: 6.01 loss_ce: 0.313 loss_bbox: 0.1891 loss_giou: 0.3391 loss_ce_0: 0.5127 loss_bbox_0: 0.3238 loss_giou_0: 0.5184 loss_ce_1: 0.4031 loss_bbox_1: 0.2243 loss_giou_1: 0.3852 loss_ce_2: 0.3424 loss_bbox_2: 0.2015 loss_giou_2: 0.35 loss_ce_3: 0.3176 loss_bbox_3: 0.1948 loss_giou_3: 0.3443 loss_ce_4: 0.3048 loss_bbox_4: 0.1929 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:21] d2.utils.events INFO: eta: 1 day, 0:02:44 iter: 140699 total_loss: 6.109 loss_ce: 0.3155 loss_bbox: 0.1922 loss_giou: 0.3613 loss_ce_0: 0.5148 loss_bbox_0: 0.3362 loss_giou_0: 0.552 loss_ce_1: 0.416 loss_bbox_1: 0.2251 loss_giou_1: 0.4141 loss_ce_2: 0.3657 loss_bbox_2: 0.204 loss_giou_2: 0.3854 loss_ce_3: 0.3359 loss_bbox_3: 0.1955 loss_giou_3: 0.3669 loss_ce_4: 0.3212 loss_bbox_4: 0.1902 loss_giou_4: 0.367 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:27] d2.utils.events INFO: eta: 1 day, 0:02:55 iter: 140719 total_loss: 5.873 loss_ce: 0.3096 loss_bbox: 0.2045 loss_giou: 0.3398 loss_ce_0: 0.4996 loss_bbox_0: 0.3414 loss_giou_0: 0.5053 loss_ce_1: 0.4187 loss_bbox_1: 0.2479 loss_giou_1: 0.3863 loss_ce_2: 0.3514 loss_bbox_2: 0.2158 loss_giou_2: 0.3573 loss_ce_3: 0.3197 loss_bbox_3: 0.213 loss_giou_3: 0.3496 loss_ce_4: 0.3097 loss_bbox_4: 0.2062 loss_giou_4: 0.3417 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:33] d2.utils.events INFO: eta: 1 day, 0:02:49 iter: 140739 total_loss: 5.815 loss_ce: 0.2986 loss_bbox: 0.1929 loss_giou: 0.3502 loss_ce_0: 0.5038 loss_bbox_0: 0.3277 loss_giou_0: 0.5396 loss_ce_1: 0.4038 loss_bbox_1: 0.2239 loss_giou_1: 0.4006 loss_ce_2: 0.3479 loss_bbox_2: 0.2029 loss_giou_2: 0.3711 loss_ce_3: 0.3159 loss_bbox_3: 0.1983 loss_giou_3: 0.354 loss_ce_4: 0.3025 loss_bbox_4: 0.1949 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:38] d2.utils.events INFO: eta: 1 day, 0:02:09 iter: 140759 total_loss: 6.068 loss_ce: 0.319 loss_bbox: 0.2038 loss_giou: 0.3612 loss_ce_0: 0.5054 loss_bbox_0: 0.335 loss_giou_0: 0.5537 loss_ce_1: 0.4141 loss_bbox_1: 0.2343 loss_giou_1: 0.4237 loss_ce_2: 0.3452 loss_bbox_2: 0.215 loss_giou_2: 0.3941 loss_ce_3: 0.3277 loss_bbox_3: 0.2056 loss_giou_3: 0.3709 loss_ce_4: 0.3219 loss_bbox_4: 0.2027 loss_giou_4: 0.3628 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:44] d2.utils.events INFO: eta: 1 day, 0:02:14 iter: 140779 total_loss: 5.968 loss_ce: 0.3094 loss_bbox: 0.1878 loss_giou: 0.34 loss_ce_0: 0.5064 loss_bbox_0: 0.3298 loss_giou_0: 0.5258 loss_ce_1: 0.4097 loss_bbox_1: 0.2275 loss_giou_1: 0.3966 loss_ce_2: 0.3548 loss_bbox_2: 0.207 loss_giou_2: 0.3619 loss_ce_3: 0.3205 loss_bbox_3: 0.1983 loss_giou_3: 0.3476 loss_ce_4: 0.316 loss_bbox_4: 0.1955 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:50] d2.utils.events INFO: eta: 1 day, 0:02:46 iter: 140799 total_loss: 6.048 loss_ce: 0.3055 loss_bbox: 0.1886 loss_giou: 0.3518 loss_ce_0: 0.5217 loss_bbox_0: 0.3122 loss_giou_0: 0.5214 loss_ce_1: 0.4211 loss_bbox_1: 0.2206 loss_giou_1: 0.3882 loss_ce_2: 0.3582 loss_bbox_2: 0.1955 loss_giou_2: 0.3594 loss_ce_3: 0.3172 loss_bbox_3: 0.1908 loss_giou_3: 0.3558 loss_ce_4: 0.3027 loss_bbox_4: 0.1903 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 00:41:55] d2.utils.events INFO: eta: 1 day, 0:03:52 iter: 140819 total_loss: 5.771 loss_ce: 0.2919 loss_bbox: 0.1743 loss_giou: 0.3488 loss_ce_0: 0.5086 loss_bbox_0: 0.3259 loss_giou_0: 0.5608 loss_ce_1: 0.4035 loss_bbox_1: 0.207 loss_giou_1: 0.4094 loss_ce_2: 0.3331 loss_bbox_2: 0.1876 loss_giou_2: 0.3685 loss_ce_3: 0.2921 loss_bbox_3: 0.187 loss_giou_3: 0.3623 loss_ce_4: 0.2885 loss_bbox_4: 0.1778 loss_giou_4: 0.3535 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:01] d2.utils.events INFO: eta: 1 day, 0:04:39 iter: 140839 total_loss: 5.91 loss_ce: 0.322 loss_bbox: 0.1904 loss_giou: 0.3736 loss_ce_0: 0.5277 loss_bbox_0: 0.3189 loss_giou_0: 0.5684 loss_ce_1: 0.4166 loss_bbox_1: 0.2217 loss_giou_1: 0.4245 loss_ce_2: 0.3577 loss_bbox_2: 0.203 loss_giou_2: 0.3876 loss_ce_3: 0.3333 loss_bbox_3: 0.192 loss_giou_3: 0.3822 loss_ce_4: 0.3203 loss_bbox_4: 0.1928 loss_giou_4: 0.3767 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:07] d2.utils.events INFO: eta: 1 day, 0:05:06 iter: 140859 total_loss: 5.989 loss_ce: 0.2878 loss_bbox: 0.1911 loss_giou: 0.338 loss_ce_0: 0.509 loss_bbox_0: 0.3223 loss_giou_0: 0.5359 loss_ce_1: 0.4045 loss_bbox_1: 0.2157 loss_giou_1: 0.3862 loss_ce_2: 0.3334 loss_bbox_2: 0.2067 loss_giou_2: 0.3516 loss_ce_3: 0.3042 loss_bbox_3: 0.1992 loss_giou_3: 0.3458 loss_ce_4: 0.2889 loss_bbox_4: 0.196 loss_giou_4: 0.3404 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:12] d2.utils.events INFO: eta: 1 day, 0:05:00 iter: 140879 total_loss: 5.749 loss_ce: 0.3039 loss_bbox: 0.185 loss_giou: 0.3531 loss_ce_0: 0.5088 loss_bbox_0: 0.3128 loss_giou_0: 0.5406 loss_ce_1: 0.4066 loss_bbox_1: 0.2165 loss_giou_1: 0.3971 loss_ce_2: 0.3397 loss_bbox_2: 0.1911 loss_giou_2: 0.3664 loss_ce_3: 0.3259 loss_bbox_3: 0.1917 loss_giou_3: 0.3588 loss_ce_4: 0.3034 loss_bbox_4: 0.1882 loss_giou_4: 0.3551 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:18] d2.utils.events INFO: eta: 1 day, 0:05:01 iter: 140899 total_loss: 5.81 loss_ce: 0.2929 loss_bbox: 0.1945 loss_giou: 0.3421 loss_ce_0: 0.5046 loss_bbox_0: 0.313 loss_giou_0: 0.519 loss_ce_1: 0.3884 loss_bbox_1: 0.2342 loss_giou_1: 0.3941 loss_ce_2: 0.3274 loss_bbox_2: 0.1952 loss_giou_2: 0.3625 loss_ce_3: 0.3002 loss_bbox_3: 0.1908 loss_giou_3: 0.3528 loss_ce_4: 0.2963 loss_bbox_4: 0.1951 loss_giou_4: 0.3382 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:24] d2.utils.events INFO: eta: 1 day, 0:05:29 iter: 140919 total_loss: 5.903 loss_ce: 0.2995 loss_bbox: 0.1928 loss_giou: 0.3657 loss_ce_0: 0.5028 loss_bbox_0: 0.3274 loss_giou_0: 0.5646 loss_ce_1: 0.3956 loss_bbox_1: 0.2336 loss_giou_1: 0.4195 loss_ce_2: 0.3288 loss_bbox_2: 0.2099 loss_giou_2: 0.3832 loss_ce_3: 0.3088 loss_bbox_3: 0.2028 loss_giou_3: 0.3683 loss_ce_4: 0.2975 loss_bbox_4: 0.1937 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:29] d2.utils.events INFO: eta: 1 day, 0:04:51 iter: 140939 total_loss: 5.874 loss_ce: 0.3111 loss_bbox: 0.1911 loss_giou: 0.3681 loss_ce_0: 0.5131 loss_bbox_0: 0.3266 loss_giou_0: 0.5594 loss_ce_1: 0.4119 loss_bbox_1: 0.2351 loss_giou_1: 0.4241 loss_ce_2: 0.3378 loss_bbox_2: 0.2084 loss_giou_2: 0.3788 loss_ce_3: 0.3185 loss_bbox_3: 0.2007 loss_giou_3: 0.3789 loss_ce_4: 0.3129 loss_bbox_4: 0.1914 loss_giou_4: 0.3689 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:35] d2.utils.events INFO: eta: 1 day, 0:04:58 iter: 140959 total_loss: 5.943 loss_ce: 0.3224 loss_bbox: 0.1687 loss_giou: 0.3484 loss_ce_0: 0.5163 loss_bbox_0: 0.3251 loss_giou_0: 0.5704 loss_ce_1: 0.4067 loss_bbox_1: 0.2066 loss_giou_1: 0.3984 loss_ce_2: 0.3454 loss_bbox_2: 0.1843 loss_giou_2: 0.3589 loss_ce_3: 0.323 loss_bbox_3: 0.174 loss_giou_3: 0.3463 loss_ce_4: 0.3173 loss_bbox_4: 0.1749 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:41] d2.utils.events INFO: eta: 1 day, 0:05:29 iter: 140979 total_loss: 5.993 loss_ce: 0.3222 loss_bbox: 0.1876 loss_giou: 0.3418 loss_ce_0: 0.5189 loss_bbox_0: 0.3133 loss_giou_0: 0.5263 loss_ce_1: 0.418 loss_bbox_1: 0.227 loss_giou_1: 0.4038 loss_ce_2: 0.3484 loss_bbox_2: 0.2047 loss_giou_2: 0.372 loss_ce_3: 0.3265 loss_bbox_3: 0.1938 loss_giou_3: 0.3523 loss_ce_4: 0.3216 loss_bbox_4: 0.1925 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:46] d2.utils.events INFO: eta: 1 day, 0:05:24 iter: 140999 total_loss: 6.101 loss_ce: 0.3203 loss_bbox: 0.1963 loss_giou: 0.3632 loss_ce_0: 0.5134 loss_bbox_0: 0.338 loss_giou_0: 0.5496 loss_ce_1: 0.4176 loss_bbox_1: 0.2451 loss_giou_1: 0.432 loss_ce_2: 0.3548 loss_bbox_2: 0.2165 loss_giou_2: 0.3887 loss_ce_3: 0.3283 loss_bbox_3: 0.2047 loss_giou_3: 0.3727 loss_ce_4: 0.3217 loss_bbox_4: 0.2007 loss_giou_4: 0.3696 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:52] d2.utils.events INFO: eta: 1 day, 0:05:36 iter: 141019 total_loss: 5.695 loss_ce: 0.3002 loss_bbox: 0.1955 loss_giou: 0.3233 loss_ce_0: 0.5056 loss_bbox_0: 0.32 loss_giou_0: 0.5083 loss_ce_1: 0.411 loss_bbox_1: 0.2266 loss_giou_1: 0.3779 loss_ce_2: 0.3383 loss_bbox_2: 0.2043 loss_giou_2: 0.3444 loss_ce_3: 0.3109 loss_bbox_3: 0.1973 loss_giou_3: 0.3354 loss_ce_4: 0.3002 loss_bbox_4: 0.1956 loss_giou_4: 0.3271 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 00:42:58] d2.utils.events INFO: eta: 1 day, 0:05:56 iter: 141039 total_loss: 6.004 loss_ce: 0.304 loss_bbox: 0.2024 loss_giou: 0.3439 loss_ce_0: 0.4919 loss_bbox_0: 0.346 loss_giou_0: 0.5243 loss_ce_1: 0.4064 loss_bbox_1: 0.2436 loss_giou_1: 0.3957 loss_ce_2: 0.3398 loss_bbox_2: 0.2266 loss_giou_2: 0.3631 loss_ce_3: 0.3217 loss_bbox_3: 0.217 loss_giou_3: 0.3571 loss_ce_4: 0.307 loss_bbox_4: 0.2077 loss_giou_4: 0.3465 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:04] d2.utils.events INFO: eta: 1 day, 0:06:07 iter: 141059 total_loss: 5.919 loss_ce: 0.3126 loss_bbox: 0.1827 loss_giou: 0.3452 loss_ce_0: 0.5183 loss_bbox_0: 0.3139 loss_giou_0: 0.5204 loss_ce_1: 0.4152 loss_bbox_1: 0.2158 loss_giou_1: 0.3873 loss_ce_2: 0.3569 loss_bbox_2: 0.1984 loss_giou_2: 0.3596 loss_ce_3: 0.3236 loss_bbox_3: 0.196 loss_giou_3: 0.3554 loss_ce_4: 0.3086 loss_bbox_4: 0.1866 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:09] d2.utils.events INFO: eta: 1 day, 0:06:19 iter: 141079 total_loss: 6.101 loss_ce: 0.3277 loss_bbox: 0.1906 loss_giou: 0.3535 loss_ce_0: 0.5086 loss_bbox_0: 0.3294 loss_giou_0: 0.5314 loss_ce_1: 0.4234 loss_bbox_1: 0.2268 loss_giou_1: 0.3964 loss_ce_2: 0.357 loss_bbox_2: 0.2072 loss_giou_2: 0.3646 loss_ce_3: 0.3321 loss_bbox_3: 0.1972 loss_giou_3: 0.3552 loss_ce_4: 0.3277 loss_bbox_4: 0.1921 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:15] d2.utils.events INFO: eta: 1 day, 0:06:44 iter: 141099 total_loss: 6.008 loss_ce: 0.3274 loss_bbox: 0.1868 loss_giou: 0.3407 loss_ce_0: 0.5319 loss_bbox_0: 0.3319 loss_giou_0: 0.5516 loss_ce_1: 0.427 loss_bbox_1: 0.2184 loss_giou_1: 0.3931 loss_ce_2: 0.3715 loss_bbox_2: 0.1987 loss_giou_2: 0.3634 loss_ce_3: 0.3377 loss_bbox_3: 0.1912 loss_giou_3: 0.3524 loss_ce_4: 0.3309 loss_bbox_4: 0.1903 loss_giou_4: 0.3417 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:21] d2.utils.events INFO: eta: 1 day, 0:06:23 iter: 141119 total_loss: 6.128 loss_ce: 0.3175 loss_bbox: 0.1969 loss_giou: 0.362 loss_ce_0: 0.5135 loss_bbox_0: 0.3281 loss_giou_0: 0.5478 loss_ce_1: 0.4177 loss_bbox_1: 0.2192 loss_giou_1: 0.4084 loss_ce_2: 0.355 loss_bbox_2: 0.2088 loss_giou_2: 0.3779 loss_ce_3: 0.3306 loss_bbox_3: 0.2043 loss_giou_3: 0.3617 loss_ce_4: 0.3187 loss_bbox_4: 0.1919 loss_giou_4: 0.3623 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:27] d2.utils.events INFO: eta: 1 day, 0:07:19 iter: 141139 total_loss: 5.814 loss_ce: 0.3044 loss_bbox: 0.2039 loss_giou: 0.3582 loss_ce_0: 0.5086 loss_bbox_0: 0.3209 loss_giou_0: 0.5384 loss_ce_1: 0.396 loss_bbox_1: 0.2279 loss_giou_1: 0.4008 loss_ce_2: 0.3435 loss_bbox_2: 0.2123 loss_giou_2: 0.3677 loss_ce_3: 0.3271 loss_bbox_3: 0.2066 loss_giou_3: 0.365 loss_ce_4: 0.3083 loss_bbox_4: 0.2068 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:32] d2.utils.events INFO: eta: 1 day, 0:06:52 iter: 141159 total_loss: 6.087 loss_ce: 0.3266 loss_bbox: 0.2047 loss_giou: 0.3816 loss_ce_0: 0.5191 loss_bbox_0: 0.341 loss_giou_0: 0.5809 loss_ce_1: 0.4199 loss_bbox_1: 0.2378 loss_giou_1: 0.4318 loss_ce_2: 0.3661 loss_bbox_2: 0.2192 loss_giou_2: 0.3951 loss_ce_3: 0.3233 loss_bbox_3: 0.2097 loss_giou_3: 0.3891 loss_ce_4: 0.3241 loss_bbox_4: 0.2071 loss_giou_4: 0.381 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:38] d2.utils.events INFO: eta: 1 day, 0:06:07 iter: 141179 total_loss: 6.022 loss_ce: 0.3237 loss_bbox: 0.2013 loss_giou: 0.343 loss_ce_0: 0.5131 loss_bbox_0: 0.3361 loss_giou_0: 0.5155 loss_ce_1: 0.4132 loss_bbox_1: 0.2428 loss_giou_1: 0.3841 loss_ce_2: 0.3688 loss_bbox_2: 0.2178 loss_giou_2: 0.3538 loss_ce_3: 0.3335 loss_bbox_3: 0.2106 loss_giou_3: 0.3457 loss_ce_4: 0.3159 loss_bbox_4: 0.2062 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:44] d2.utils.events INFO: eta: 1 day, 0:06:41 iter: 141199 total_loss: 6.005 loss_ce: 0.3218 loss_bbox: 0.195 loss_giou: 0.3453 loss_ce_0: 0.5306 loss_bbox_0: 0.3316 loss_giou_0: 0.5326 loss_ce_1: 0.4198 loss_bbox_1: 0.2277 loss_giou_1: 0.3938 loss_ce_2: 0.3551 loss_bbox_2: 0.2087 loss_giou_2: 0.3578 loss_ce_3: 0.3283 loss_bbox_3: 0.1979 loss_giou_3: 0.3499 loss_ce_4: 0.3151 loss_bbox_4: 0.1996 loss_giou_4: 0.3428 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:49] d2.utils.events INFO: eta: 1 day, 0:06:10 iter: 141219 total_loss: 5.996 loss_ce: 0.3105 loss_bbox: 0.2022 loss_giou: 0.3468 loss_ce_0: 0.5254 loss_bbox_0: 0.3349 loss_giou_0: 0.5361 loss_ce_1: 0.4176 loss_bbox_1: 0.2301 loss_giou_1: 0.3951 loss_ce_2: 0.3475 loss_bbox_2: 0.2144 loss_giou_2: 0.3756 loss_ce_3: 0.3224 loss_bbox_3: 0.2041 loss_giou_3: 0.3531 loss_ce_4: 0.3068 loss_bbox_4: 0.199 loss_giou_4: 0.3506 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 00:43:55] d2.utils.events INFO: eta: 1 day, 0:06:51 iter: 141239 total_loss: 6.286 loss_ce: 0.343 loss_bbox: 0.212 loss_giou: 0.3715 loss_ce_0: 0.5372 loss_bbox_0: 0.3399 loss_giou_0: 0.5709 loss_ce_1: 0.4211 loss_bbox_1: 0.243 loss_giou_1: 0.4176 loss_ce_2: 0.3827 loss_bbox_2: 0.2205 loss_giou_2: 0.3822 loss_ce_3: 0.3488 loss_bbox_3: 0.2183 loss_giou_3: 0.3749 loss_ce_4: 0.3401 loss_bbox_4: 0.2107 loss_giou_4: 0.3702 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:01] d2.utils.events INFO: eta: 1 day, 0:06:03 iter: 141259 total_loss: 6.032 loss_ce: 0.3221 loss_bbox: 0.1893 loss_giou: 0.3537 loss_ce_0: 0.5213 loss_bbox_0: 0.3337 loss_giou_0: 0.5352 loss_ce_1: 0.41 loss_bbox_1: 0.2268 loss_giou_1: 0.4005 loss_ce_2: 0.3455 loss_bbox_2: 0.2042 loss_giou_2: 0.3665 loss_ce_3: 0.326 loss_bbox_3: 0.1947 loss_giou_3: 0.3564 loss_ce_4: 0.3246 loss_bbox_4: 0.1954 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:06] d2.utils.events INFO: eta: 1 day, 0:06:58 iter: 141279 total_loss: 6.138 loss_ce: 0.2979 loss_bbox: 0.2089 loss_giou: 0.3619 loss_ce_0: 0.5123 loss_bbox_0: 0.3443 loss_giou_0: 0.5293 loss_ce_1: 0.3915 loss_bbox_1: 0.2447 loss_giou_1: 0.4094 loss_ce_2: 0.3301 loss_bbox_2: 0.2236 loss_giou_2: 0.3718 loss_ce_3: 0.3002 loss_bbox_3: 0.2119 loss_giou_3: 0.3682 loss_ce_4: 0.3012 loss_bbox_4: 0.2106 loss_giou_4: 0.3647 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:12] d2.utils.events INFO: eta: 1 day, 0:06:53 iter: 141299 total_loss: 5.902 loss_ce: 0.3202 loss_bbox: 0.1927 loss_giou: 0.3439 loss_ce_0: 0.5084 loss_bbox_0: 0.32 loss_giou_0: 0.5249 loss_ce_1: 0.4022 loss_bbox_1: 0.2277 loss_giou_1: 0.3932 loss_ce_2: 0.3506 loss_bbox_2: 0.2003 loss_giou_2: 0.3644 loss_ce_3: 0.3237 loss_bbox_3: 0.1967 loss_giou_3: 0.3469 loss_ce_4: 0.3151 loss_bbox_4: 0.1899 loss_giou_4: 0.3486 time: 0.2802 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:18] d2.utils.events INFO: eta: 1 day, 0:06:53 iter: 141319 total_loss: 6.137 loss_ce: 0.301 loss_bbox: 0.1919 loss_giou: 0.3374 loss_ce_0: 0.5077 loss_bbox_0: 0.3231 loss_giou_0: 0.5239 loss_ce_1: 0.41 loss_bbox_1: 0.2238 loss_giou_1: 0.4018 loss_ce_2: 0.3547 loss_bbox_2: 0.2068 loss_giou_2: 0.3646 loss_ce_3: 0.3183 loss_bbox_3: 0.2015 loss_giou_3: 0.3514 loss_ce_4: 0.299 loss_bbox_4: 0.1929 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:23] d2.utils.events INFO: eta: 1 day, 0:07:30 iter: 141339 total_loss: 6.061 loss_ce: 0.3352 loss_bbox: 0.1995 loss_giou: 0.3535 loss_ce_0: 0.5349 loss_bbox_0: 0.3399 loss_giou_0: 0.5395 loss_ce_1: 0.4349 loss_bbox_1: 0.225 loss_giou_1: 0.4023 loss_ce_2: 0.3695 loss_bbox_2: 0.2088 loss_giou_2: 0.3716 loss_ce_3: 0.3391 loss_bbox_3: 0.2012 loss_giou_3: 0.3585 loss_ce_4: 0.3318 loss_bbox_4: 0.1996 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:29] d2.utils.events INFO: eta: 1 day, 0:07:38 iter: 141359 total_loss: 6.073 loss_ce: 0.3219 loss_bbox: 0.1914 loss_giou: 0.3489 loss_ce_0: 0.5317 loss_bbox_0: 0.3345 loss_giou_0: 0.5265 loss_ce_1: 0.4295 loss_bbox_1: 0.2307 loss_giou_1: 0.392 loss_ce_2: 0.3559 loss_bbox_2: 0.2036 loss_giou_2: 0.3633 loss_ce_3: 0.3343 loss_bbox_3: 0.1957 loss_giou_3: 0.3579 loss_ce_4: 0.3277 loss_bbox_4: 0.1922 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:35] d2.utils.events INFO: eta: 1 day, 0:07:47 iter: 141379 total_loss: 6.18 loss_ce: 0.3289 loss_bbox: 0.2127 loss_giou: 0.3633 loss_ce_0: 0.5273 loss_bbox_0: 0.3443 loss_giou_0: 0.52 loss_ce_1: 0.4325 loss_bbox_1: 0.2486 loss_giou_1: 0.4096 loss_ce_2: 0.3577 loss_bbox_2: 0.2299 loss_giou_2: 0.385 loss_ce_3: 0.3314 loss_bbox_3: 0.218 loss_giou_3: 0.376 loss_ce_4: 0.3315 loss_bbox_4: 0.2151 loss_giou_4: 0.3654 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:40] d2.utils.events INFO: eta: 1 day, 0:08:04 iter: 141399 total_loss: 5.81 loss_ce: 0.3022 loss_bbox: 0.1907 loss_giou: 0.3603 loss_ce_0: 0.5228 loss_bbox_0: 0.321 loss_giou_0: 0.5275 loss_ce_1: 0.4184 loss_bbox_1: 0.2203 loss_giou_1: 0.3966 loss_ce_2: 0.3437 loss_bbox_2: 0.2026 loss_giou_2: 0.371 loss_ce_3: 0.3135 loss_bbox_3: 0.1967 loss_giou_3: 0.3558 loss_ce_4: 0.3099 loss_bbox_4: 0.192 loss_giou_4: 0.3574 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:46] d2.utils.events INFO: eta: 1 day, 0:08:06 iter: 141419 total_loss: 6.026 loss_ce: 0.3291 loss_bbox: 0.1992 loss_giou: 0.3513 loss_ce_0: 0.525 loss_bbox_0: 0.3444 loss_giou_0: 0.5477 loss_ce_1: 0.4307 loss_bbox_1: 0.2406 loss_giou_1: 0.4069 loss_ce_2: 0.377 loss_bbox_2: 0.2169 loss_giou_2: 0.3775 loss_ce_3: 0.3406 loss_bbox_3: 0.1998 loss_giou_3: 0.3649 loss_ce_4: 0.3377 loss_bbox_4: 0.1999 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:52] d2.utils.events INFO: eta: 1 day, 0:08:00 iter: 141439 total_loss: 6.523 loss_ce: 0.3406 loss_bbox: 0.1927 loss_giou: 0.3607 loss_ce_0: 0.5373 loss_bbox_0: 0.3272 loss_giou_0: 0.5712 loss_ce_1: 0.4381 loss_bbox_1: 0.2302 loss_giou_1: 0.4367 loss_ce_2: 0.3771 loss_bbox_2: 0.2068 loss_giou_2: 0.389 loss_ce_3: 0.3566 loss_bbox_3: 0.1997 loss_giou_3: 0.3719 loss_ce_4: 0.3421 loss_bbox_4: 0.1976 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:44:58] d2.utils.events INFO: eta: 1 day, 0:07:47 iter: 141459 total_loss: 6.487 loss_ce: 0.3449 loss_bbox: 0.209 loss_giou: 0.3667 loss_ce_0: 0.5697 loss_bbox_0: 0.3353 loss_giou_0: 0.5662 loss_ce_1: 0.4571 loss_bbox_1: 0.2373 loss_giou_1: 0.4247 loss_ce_2: 0.3971 loss_bbox_2: 0.2174 loss_giou_2: 0.3887 loss_ce_3: 0.3517 loss_bbox_3: 0.2165 loss_giou_3: 0.3715 loss_ce_4: 0.3489 loss_bbox_4: 0.2091 loss_giou_4: 0.3687 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:03] d2.utils.events INFO: eta: 1 day, 0:07:53 iter: 141479 total_loss: 5.955 loss_ce: 0.3073 loss_bbox: 0.1995 loss_giou: 0.3271 loss_ce_0: 0.5253 loss_bbox_0: 0.3393 loss_giou_0: 0.4967 loss_ce_1: 0.4233 loss_bbox_1: 0.2385 loss_giou_1: 0.3672 loss_ce_2: 0.3601 loss_bbox_2: 0.2163 loss_giou_2: 0.3401 loss_ce_3: 0.3325 loss_bbox_3: 0.2065 loss_giou_3: 0.3331 loss_ce_4: 0.3134 loss_bbox_4: 0.2018 loss_giou_4: 0.3286 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:09] d2.utils.events INFO: eta: 1 day, 0:07:36 iter: 141499 total_loss: 5.989 loss_ce: 0.3258 loss_bbox: 0.1908 loss_giou: 0.3245 loss_ce_0: 0.5327 loss_bbox_0: 0.3207 loss_giou_0: 0.5031 loss_ce_1: 0.4147 loss_bbox_1: 0.2224 loss_giou_1: 0.3716 loss_ce_2: 0.3615 loss_bbox_2: 0.2005 loss_giou_2: 0.3421 loss_ce_3: 0.3417 loss_bbox_3: 0.1962 loss_giou_3: 0.3312 loss_ce_4: 0.324 loss_bbox_4: 0.1893 loss_giou_4: 0.3277 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:15] d2.utils.events INFO: eta: 1 day, 0:07:28 iter: 141519 total_loss: 5.907 loss_ce: 0.2976 loss_bbox: 0.1946 loss_giou: 0.3592 loss_ce_0: 0.5041 loss_bbox_0: 0.3218 loss_giou_0: 0.5308 loss_ce_1: 0.3982 loss_bbox_1: 0.2273 loss_giou_1: 0.4081 loss_ce_2: 0.3542 loss_bbox_2: 0.2067 loss_giou_2: 0.3712 loss_ce_3: 0.314 loss_bbox_3: 0.2 loss_giou_3: 0.37 loss_ce_4: 0.2984 loss_bbox_4: 0.1972 loss_giou_4: 0.3654 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:21] d2.utils.events INFO: eta: 1 day, 0:07:22 iter: 141539 total_loss: 5.908 loss_ce: 0.3126 loss_bbox: 0.1856 loss_giou: 0.3585 loss_ce_0: 0.528 loss_bbox_0: 0.32 loss_giou_0: 0.5373 loss_ce_1: 0.4285 loss_bbox_1: 0.2167 loss_giou_1: 0.4044 loss_ce_2: 0.3636 loss_bbox_2: 0.202 loss_giou_2: 0.3801 loss_ce_3: 0.325 loss_bbox_3: 0.1892 loss_giou_3: 0.365 loss_ce_4: 0.3102 loss_bbox_4: 0.1887 loss_giou_4: 0.3669 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:26] d2.utils.events INFO: eta: 1 day, 0:07:10 iter: 141559 total_loss: 5.798 loss_ce: 0.2914 loss_bbox: 0.1895 loss_giou: 0.335 loss_ce_0: 0.5191 loss_bbox_0: 0.3202 loss_giou_0: 0.5296 loss_ce_1: 0.391 loss_bbox_1: 0.2245 loss_giou_1: 0.3847 loss_ce_2: 0.3362 loss_bbox_2: 0.2 loss_giou_2: 0.3554 loss_ce_3: 0.3097 loss_bbox_3: 0.1926 loss_giou_3: 0.3448 loss_ce_4: 0.2916 loss_bbox_4: 0.1935 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:32] d2.utils.events INFO: eta: 1 day, 0:07:11 iter: 141579 total_loss: 5.956 loss_ce: 0.3201 loss_bbox: 0.2014 loss_giou: 0.3566 loss_ce_0: 0.5155 loss_bbox_0: 0.3356 loss_giou_0: 0.5336 loss_ce_1: 0.4219 loss_bbox_1: 0.2414 loss_giou_1: 0.4038 loss_ce_2: 0.3574 loss_bbox_2: 0.2225 loss_giou_2: 0.3743 loss_ce_3: 0.3257 loss_bbox_3: 0.2132 loss_giou_3: 0.3669 loss_ce_4: 0.3217 loss_bbox_4: 0.2075 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:38] d2.utils.events INFO: eta: 1 day, 0:06:30 iter: 141599 total_loss: 5.942 loss_ce: 0.3229 loss_bbox: 0.1852 loss_giou: 0.3348 loss_ce_0: 0.5104 loss_bbox_0: 0.3149 loss_giou_0: 0.4957 loss_ce_1: 0.4119 loss_bbox_1: 0.2229 loss_giou_1: 0.3861 loss_ce_2: 0.3614 loss_bbox_2: 0.2072 loss_giou_2: 0.3595 loss_ce_3: 0.3387 loss_bbox_3: 0.1947 loss_giou_3: 0.3536 loss_ce_4: 0.3181 loss_bbox_4: 0.1852 loss_giou_4: 0.3381 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:43] d2.utils.events INFO: eta: 1 day, 0:05:48 iter: 141619 total_loss: 6.125 loss_ce: 0.3246 loss_bbox: 0.1956 loss_giou: 0.3518 loss_ce_0: 0.5278 loss_bbox_0: 0.3286 loss_giou_0: 0.5479 loss_ce_1: 0.4312 loss_bbox_1: 0.2214 loss_giou_1: 0.403 loss_ce_2: 0.3641 loss_bbox_2: 0.2065 loss_giou_2: 0.3731 loss_ce_3: 0.3311 loss_bbox_3: 0.1983 loss_giou_3: 0.3628 loss_ce_4: 0.3199 loss_bbox_4: 0.1955 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:49] d2.utils.events INFO: eta: 1 day, 0:05:14 iter: 141639 total_loss: 6.137 loss_ce: 0.3126 loss_bbox: 0.1983 loss_giou: 0.3598 loss_ce_0: 0.5159 loss_bbox_0: 0.3367 loss_giou_0: 0.5546 loss_ce_1: 0.4245 loss_bbox_1: 0.2263 loss_giou_1: 0.4108 loss_ce_2: 0.3634 loss_bbox_2: 0.2096 loss_giou_2: 0.3753 loss_ce_3: 0.3274 loss_bbox_3: 0.2037 loss_giou_3: 0.372 loss_ce_4: 0.3151 loss_bbox_4: 0.1998 loss_giou_4: 0.3646 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 00:45:55] d2.utils.events INFO: eta: 1 day, 0:06:13 iter: 141659 total_loss: 6.153 loss_ce: 0.3263 loss_bbox: 0.1846 loss_giou: 0.3671 loss_ce_0: 0.5304 loss_bbox_0: 0.3215 loss_giou_0: 0.544 loss_ce_1: 0.4241 loss_bbox_1: 0.2227 loss_giou_1: 0.3965 loss_ce_2: 0.3627 loss_bbox_2: 0.2108 loss_giou_2: 0.3754 loss_ce_3: 0.3315 loss_bbox_3: 0.198 loss_giou_3: 0.372 loss_ce_4: 0.3257 loss_bbox_4: 0.1876 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:00] d2.utils.events INFO: eta: 1 day, 0:05:51 iter: 141679 total_loss: 5.699 loss_ce: 0.3113 loss_bbox: 0.1995 loss_giou: 0.3158 loss_ce_0: 0.5016 loss_bbox_0: 0.3415 loss_giou_0: 0.4942 loss_ce_1: 0.4173 loss_bbox_1: 0.2366 loss_giou_1: 0.3675 loss_ce_2: 0.3486 loss_bbox_2: 0.2094 loss_giou_2: 0.3323 loss_ce_3: 0.3222 loss_bbox_3: 0.2076 loss_giou_3: 0.3262 loss_ce_4: 0.3132 loss_bbox_4: 0.204 loss_giou_4: 0.3171 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:06] d2.utils.events INFO: eta: 1 day, 0:05:53 iter: 141699 total_loss: 6.047 loss_ce: 0.3129 loss_bbox: 0.2026 loss_giou: 0.3387 loss_ce_0: 0.5132 loss_bbox_0: 0.3328 loss_giou_0: 0.5211 loss_ce_1: 0.4099 loss_bbox_1: 0.2401 loss_giou_1: 0.3922 loss_ce_2: 0.3505 loss_bbox_2: 0.2175 loss_giou_2: 0.3604 loss_ce_3: 0.3243 loss_bbox_3: 0.2082 loss_giou_3: 0.3517 loss_ce_4: 0.3115 loss_bbox_4: 0.2041 loss_giou_4: 0.3401 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:12] d2.utils.events INFO: eta: 1 day, 0:05:40 iter: 141719 total_loss: 6.008 loss_ce: 0.3075 loss_bbox: 0.1923 loss_giou: 0.3493 loss_ce_0: 0.5206 loss_bbox_0: 0.3278 loss_giou_0: 0.542 loss_ce_1: 0.4062 loss_bbox_1: 0.2255 loss_giou_1: 0.4068 loss_ce_2: 0.3356 loss_bbox_2: 0.2082 loss_giou_2: 0.373 loss_ce_3: 0.3153 loss_bbox_3: 0.1985 loss_giou_3: 0.3587 loss_ce_4: 0.3048 loss_bbox_4: 0.196 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:18] d2.utils.events INFO: eta: 1 day, 0:05:34 iter: 141739 total_loss: 5.529 loss_ce: 0.277 loss_bbox: 0.1826 loss_giou: 0.3418 loss_ce_0: 0.4787 loss_bbox_0: 0.3144 loss_giou_0: 0.5313 loss_ce_1: 0.3832 loss_bbox_1: 0.2168 loss_giou_1: 0.381 loss_ce_2: 0.3185 loss_bbox_2: 0.1976 loss_giou_2: 0.3606 loss_ce_3: 0.2858 loss_bbox_3: 0.1909 loss_giou_3: 0.3469 loss_ce_4: 0.2808 loss_bbox_4: 0.1882 loss_giou_4: 0.3433 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:23] d2.utils.events INFO: eta: 1 day, 0:05:51 iter: 141759 total_loss: 5.852 loss_ce: 0.2953 loss_bbox: 0.1911 loss_giou: 0.3415 loss_ce_0: 0.5098 loss_bbox_0: 0.3309 loss_giou_0: 0.506 loss_ce_1: 0.4192 loss_bbox_1: 0.2304 loss_giou_1: 0.3814 loss_ce_2: 0.3416 loss_bbox_2: 0.2045 loss_giou_2: 0.3538 loss_ce_3: 0.3152 loss_bbox_3: 0.1995 loss_giou_3: 0.3478 loss_ce_4: 0.3081 loss_bbox_4: 0.1932 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:29] d2.utils.events INFO: eta: 1 day, 0:05:54 iter: 141779 total_loss: 5.713 loss_ce: 0.3118 loss_bbox: 0.179 loss_giou: 0.3207 loss_ce_0: 0.515 loss_bbox_0: 0.3132 loss_giou_0: 0.4975 loss_ce_1: 0.4085 loss_bbox_1: 0.2144 loss_giou_1: 0.3745 loss_ce_2: 0.3516 loss_bbox_2: 0.1892 loss_giou_2: 0.3363 loss_ce_3: 0.3201 loss_bbox_3: 0.1829 loss_giou_3: 0.3302 loss_ce_4: 0.3144 loss_bbox_4: 0.1816 loss_giou_4: 0.3227 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:35] d2.utils.events INFO: eta: 1 day, 0:05:46 iter: 141799 total_loss: 6.189 loss_ce: 0.3152 loss_bbox: 0.1914 loss_giou: 0.3354 loss_ce_0: 0.5017 loss_bbox_0: 0.3316 loss_giou_0: 0.4978 loss_ce_1: 0.42 loss_bbox_1: 0.2357 loss_giou_1: 0.388 loss_ce_2: 0.3693 loss_bbox_2: 0.2094 loss_giou_2: 0.3511 loss_ce_3: 0.3363 loss_bbox_3: 0.2054 loss_giou_3: 0.3407 loss_ce_4: 0.3237 loss_bbox_4: 0.1974 loss_giou_4: 0.339 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:40] d2.utils.events INFO: eta: 1 day, 0:05:35 iter: 141819 total_loss: 5.529 loss_ce: 0.2953 loss_bbox: 0.1975 loss_giou: 0.3361 loss_ce_0: 0.5079 loss_bbox_0: 0.3219 loss_giou_0: 0.5093 loss_ce_1: 0.3905 loss_bbox_1: 0.219 loss_giou_1: 0.3826 loss_ce_2: 0.3268 loss_bbox_2: 0.1999 loss_giou_2: 0.3497 loss_ce_3: 0.3126 loss_bbox_3: 0.1929 loss_giou_3: 0.34 loss_ce_4: 0.2979 loss_bbox_4: 0.2025 loss_giou_4: 0.3348 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:46] d2.utils.events INFO: eta: 1 day, 0:05:23 iter: 141839 total_loss: 6.162 loss_ce: 0.3175 loss_bbox: 0.2087 loss_giou: 0.3589 loss_ce_0: 0.5199 loss_bbox_0: 0.3343 loss_giou_0: 0.5544 loss_ce_1: 0.425 loss_bbox_1: 0.2372 loss_giou_1: 0.4119 loss_ce_2: 0.3545 loss_bbox_2: 0.2188 loss_giou_2: 0.3787 loss_ce_3: 0.3231 loss_bbox_3: 0.2099 loss_giou_3: 0.3682 loss_ce_4: 0.3185 loss_bbox_4: 0.2108 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:52] d2.utils.events INFO: eta: 1 day, 0:05:02 iter: 141859 total_loss: 5.809 loss_ce: 0.3099 loss_bbox: 0.1999 loss_giou: 0.337 loss_ce_0: 0.4955 loss_bbox_0: 0.3246 loss_giou_0: 0.4968 loss_ce_1: 0.4003 loss_bbox_1: 0.2295 loss_giou_1: 0.3726 loss_ce_2: 0.3324 loss_bbox_2: 0.2163 loss_giou_2: 0.356 loss_ce_3: 0.3032 loss_bbox_3: 0.2117 loss_giou_3: 0.3424 loss_ce_4: 0.3057 loss_bbox_4: 0.2007 loss_giou_4: 0.3382 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 00:46:58] d2.utils.events INFO: eta: 1 day, 0:05:28 iter: 141879 total_loss: 5.916 loss_ce: 0.3116 loss_bbox: 0.1889 loss_giou: 0.3446 loss_ce_0: 0.5223 loss_bbox_0: 0.3156 loss_giou_0: 0.5248 loss_ce_1: 0.4082 loss_bbox_1: 0.2178 loss_giou_1: 0.3831 loss_ce_2: 0.3506 loss_bbox_2: 0.199 loss_giou_2: 0.3678 loss_ce_3: 0.3116 loss_bbox_3: 0.1926 loss_giou_3: 0.3545 loss_ce_4: 0.3085 loss_bbox_4: 0.19 loss_giou_4: 0.3502 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:03] d2.utils.events INFO: eta: 1 day, 0:05:31 iter: 141899 total_loss: 5.807 loss_ce: 0.3079 loss_bbox: 0.1811 loss_giou: 0.3212 loss_ce_0: 0.4999 loss_bbox_0: 0.3146 loss_giou_0: 0.4986 loss_ce_1: 0.4133 loss_bbox_1: 0.2182 loss_giou_1: 0.3619 loss_ce_2: 0.3555 loss_bbox_2: 0.1979 loss_giou_2: 0.3323 loss_ce_3: 0.3221 loss_bbox_3: 0.1838 loss_giou_3: 0.3294 loss_ce_4: 0.3129 loss_bbox_4: 0.183 loss_giou_4: 0.325 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:09] d2.utils.events INFO: eta: 1 day, 0:05:25 iter: 141919 total_loss: 6.051 loss_ce: 0.3033 loss_bbox: 0.1889 loss_giou: 0.3661 loss_ce_0: 0.5102 loss_bbox_0: 0.3145 loss_giou_0: 0.5516 loss_ce_1: 0.4235 loss_bbox_1: 0.2136 loss_giou_1: 0.4074 loss_ce_2: 0.3508 loss_bbox_2: 0.2017 loss_giou_2: 0.3745 loss_ce_3: 0.3133 loss_bbox_3: 0.1853 loss_giou_3: 0.3663 loss_ce_4: 0.3027 loss_bbox_4: 0.1855 loss_giou_4: 0.3688 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:15] d2.utils.events INFO: eta: 1 day, 0:05:58 iter: 141939 total_loss: 5.906 loss_ce: 0.3051 loss_bbox: 0.1975 loss_giou: 0.3436 loss_ce_0: 0.5051 loss_bbox_0: 0.3584 loss_giou_0: 0.5277 loss_ce_1: 0.4071 loss_bbox_1: 0.2444 loss_giou_1: 0.4011 loss_ce_2: 0.3399 loss_bbox_2: 0.2195 loss_giou_2: 0.3689 loss_ce_3: 0.3136 loss_bbox_3: 0.2021 loss_giou_3: 0.3531 loss_ce_4: 0.3014 loss_bbox_4: 0.1989 loss_giou_4: 0.3472 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:21] d2.utils.events INFO: eta: 1 day, 0:05:55 iter: 141959 total_loss: 6.091 loss_ce: 0.3264 loss_bbox: 0.1969 loss_giou: 0.3678 loss_ce_0: 0.5187 loss_bbox_0: 0.3315 loss_giou_0: 0.5704 loss_ce_1: 0.4101 loss_bbox_1: 0.2317 loss_giou_1: 0.4196 loss_ce_2: 0.3571 loss_bbox_2: 0.2102 loss_giou_2: 0.39 loss_ce_3: 0.3224 loss_bbox_3: 0.203 loss_giou_3: 0.3771 loss_ce_4: 0.3204 loss_bbox_4: 0.1972 loss_giou_4: 0.3742 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:26] d2.utils.events INFO: eta: 1 day, 0:05:51 iter: 141979 total_loss: 5.613 loss_ce: 0.3018 loss_bbox: 0.1923 loss_giou: 0.3428 loss_ce_0: 0.5168 loss_bbox_0: 0.3232 loss_giou_0: 0.512 loss_ce_1: 0.4128 loss_bbox_1: 0.2185 loss_giou_1: 0.3947 loss_ce_2: 0.3369 loss_bbox_2: 0.1985 loss_giou_2: 0.3536 loss_ce_3: 0.3066 loss_bbox_3: 0.1952 loss_giou_3: 0.3485 loss_ce_4: 0.3027 loss_bbox_4: 0.1927 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:32] d2.utils.events INFO: eta: 1 day, 0:05:46 iter: 141999 total_loss: 5.936 loss_ce: 0.3336 loss_bbox: 0.195 loss_giou: 0.3481 loss_ce_0: 0.513 loss_bbox_0: 0.3329 loss_giou_0: 0.5374 loss_ce_1: 0.414 loss_bbox_1: 0.2309 loss_giou_1: 0.3988 loss_ce_2: 0.3643 loss_bbox_2: 0.2118 loss_giou_2: 0.3629 loss_ce_3: 0.3306 loss_bbox_3: 0.2028 loss_giou_3: 0.357 loss_ce_4: 0.3343 loss_bbox_4: 0.1994 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:38] d2.utils.events INFO: eta: 1 day, 0:05:35 iter: 142019 total_loss: 5.989 loss_ce: 0.3119 loss_bbox: 0.1995 loss_giou: 0.3418 loss_ce_0: 0.5327 loss_bbox_0: 0.3378 loss_giou_0: 0.5301 loss_ce_1: 0.4304 loss_bbox_1: 0.2413 loss_giou_1: 0.3961 loss_ce_2: 0.3594 loss_bbox_2: 0.2206 loss_giou_2: 0.3679 loss_ce_3: 0.3414 loss_bbox_3: 0.2149 loss_giou_3: 0.3536 loss_ce_4: 0.3181 loss_bbox_4: 0.2082 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:43] d2.utils.events INFO: eta: 1 day, 0:04:48 iter: 142039 total_loss: 6.037 loss_ce: 0.3278 loss_bbox: 0.1857 loss_giou: 0.3635 loss_ce_0: 0.5152 loss_bbox_0: 0.3373 loss_giou_0: 0.5501 loss_ce_1: 0.4243 loss_bbox_1: 0.228 loss_giou_1: 0.4273 loss_ce_2: 0.3672 loss_bbox_2: 0.2 loss_giou_2: 0.3854 loss_ce_3: 0.3306 loss_bbox_3: 0.1969 loss_giou_3: 0.3765 loss_ce_4: 0.3268 loss_bbox_4: 0.1889 loss_giou_4: 0.3717 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:49] d2.utils.events INFO: eta: 1 day, 0:04:55 iter: 142059 total_loss: 5.967 loss_ce: 0.3102 loss_bbox: 0.2059 loss_giou: 0.3494 loss_ce_0: 0.5207 loss_bbox_0: 0.3436 loss_giou_0: 0.55 loss_ce_1: 0.4198 loss_bbox_1: 0.2457 loss_giou_1: 0.3973 loss_ce_2: 0.3499 loss_bbox_2: 0.2191 loss_giou_2: 0.3608 loss_ce_3: 0.322 loss_bbox_3: 0.2048 loss_giou_3: 0.3497 loss_ce_4: 0.3124 loss_bbox_4: 0.21 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 00:47:55] d2.utils.events INFO: eta: 1 day, 0:04:31 iter: 142079 total_loss: 5.77 loss_ce: 0.2959 loss_bbox: 0.1854 loss_giou: 0.3421 loss_ce_0: 0.5025 loss_bbox_0: 0.3113 loss_giou_0: 0.5153 loss_ce_1: 0.3919 loss_bbox_1: 0.2305 loss_giou_1: 0.3952 loss_ce_2: 0.3259 loss_bbox_2: 0.1979 loss_giou_2: 0.3587 loss_ce_3: 0.3005 loss_bbox_3: 0.1927 loss_giou_3: 0.3486 loss_ce_4: 0.2936 loss_bbox_4: 0.1888 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:00] d2.utils.events INFO: eta: 1 day, 0:04:29 iter: 142099 total_loss: 5.905 loss_ce: 0.3035 loss_bbox: 0.1829 loss_giou: 0.3466 loss_ce_0: 0.5022 loss_bbox_0: 0.3144 loss_giou_0: 0.5294 loss_ce_1: 0.401 loss_bbox_1: 0.2187 loss_giou_1: 0.4101 loss_ce_2: 0.3455 loss_bbox_2: 0.1957 loss_giou_2: 0.3638 loss_ce_3: 0.3154 loss_bbox_3: 0.1899 loss_giou_3: 0.3537 loss_ce_4: 0.3066 loss_bbox_4: 0.184 loss_giou_4: 0.3502 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:06] d2.utils.events INFO: eta: 1 day, 0:04:24 iter: 142119 total_loss: 5.83 loss_ce: 0.3011 loss_bbox: 0.195 loss_giou: 0.3421 loss_ce_0: 0.5207 loss_bbox_0: 0.3388 loss_giou_0: 0.5245 loss_ce_1: 0.4054 loss_bbox_1: 0.2309 loss_giou_1: 0.3845 loss_ce_2: 0.3566 loss_bbox_2: 0.2144 loss_giou_2: 0.3584 loss_ce_3: 0.3131 loss_bbox_3: 0.2055 loss_giou_3: 0.3564 loss_ce_4: 0.3143 loss_bbox_4: 0.2001 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:12] d2.utils.events INFO: eta: 1 day, 0:04:05 iter: 142139 total_loss: 6.029 loss_ce: 0.3118 loss_bbox: 0.1953 loss_giou: 0.3466 loss_ce_0: 0.5151 loss_bbox_0: 0.3218 loss_giou_0: 0.5309 loss_ce_1: 0.4188 loss_bbox_1: 0.237 loss_giou_1: 0.3985 loss_ce_2: 0.3591 loss_bbox_2: 0.2072 loss_giou_2: 0.3668 loss_ce_3: 0.3277 loss_bbox_3: 0.2036 loss_giou_3: 0.3555 loss_ce_4: 0.3184 loss_bbox_4: 0.1998 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:18] d2.utils.events INFO: eta: 1 day, 0:04:07 iter: 142159 total_loss: 6.266 loss_ce: 0.3378 loss_bbox: 0.1932 loss_giou: 0.3827 loss_ce_0: 0.5279 loss_bbox_0: 0.3345 loss_giou_0: 0.585 loss_ce_1: 0.4366 loss_bbox_1: 0.2353 loss_giou_1: 0.4311 loss_ce_2: 0.365 loss_bbox_2: 0.2115 loss_giou_2: 0.4005 loss_ce_3: 0.3459 loss_bbox_3: 0.2049 loss_giou_3: 0.3919 loss_ce_4: 0.3394 loss_bbox_4: 0.1973 loss_giou_4: 0.3888 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:23] d2.utils.events INFO: eta: 1 day, 0:04:03 iter: 142179 total_loss: 5.481 loss_ce: 0.2889 loss_bbox: 0.1817 loss_giou: 0.3334 loss_ce_0: 0.4837 loss_bbox_0: 0.3022 loss_giou_0: 0.5191 loss_ce_1: 0.3802 loss_bbox_1: 0.2172 loss_giou_1: 0.3871 loss_ce_2: 0.3224 loss_bbox_2: 0.1967 loss_giou_2: 0.3519 loss_ce_3: 0.2995 loss_bbox_3: 0.1909 loss_giou_3: 0.3413 loss_ce_4: 0.2837 loss_bbox_4: 0.1835 loss_giou_4: 0.3355 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:29] d2.utils.events INFO: eta: 1 day, 0:03:59 iter: 142199 total_loss: 5.866 loss_ce: 0.3042 loss_bbox: 0.1867 loss_giou: 0.3473 loss_ce_0: 0.4822 loss_bbox_0: 0.324 loss_giou_0: 0.5125 loss_ce_1: 0.3885 loss_bbox_1: 0.2291 loss_giou_1: 0.3875 loss_ce_2: 0.3333 loss_bbox_2: 0.2034 loss_giou_2: 0.3536 loss_ce_3: 0.3139 loss_bbox_3: 0.2001 loss_giou_3: 0.3541 loss_ce_4: 0.303 loss_bbox_4: 0.1899 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:35] d2.utils.events INFO: eta: 1 day, 0:03:57 iter: 142219 total_loss: 5.795 loss_ce: 0.3035 loss_bbox: 0.1976 loss_giou: 0.3342 loss_ce_0: 0.5081 loss_bbox_0: 0.3282 loss_giou_0: 0.517 loss_ce_1: 0.4004 loss_bbox_1: 0.2261 loss_giou_1: 0.3763 loss_ce_2: 0.3342 loss_bbox_2: 0.208 loss_giou_2: 0.3477 loss_ce_3: 0.313 loss_bbox_3: 0.2028 loss_giou_3: 0.3438 loss_ce_4: 0.3067 loss_bbox_4: 0.2015 loss_giou_4: 0.3349 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:40] d2.utils.events INFO: eta: 1 day, 0:04:24 iter: 142239 total_loss: 6.403 loss_ce: 0.3237 loss_bbox: 0.182 loss_giou: 0.3832 loss_ce_0: 0.5323 loss_bbox_0: 0.3331 loss_giou_0: 0.5784 loss_ce_1: 0.4048 loss_bbox_1: 0.2279 loss_giou_1: 0.4344 loss_ce_2: 0.3589 loss_bbox_2: 0.2058 loss_giou_2: 0.3997 loss_ce_3: 0.3314 loss_bbox_3: 0.1968 loss_giou_3: 0.3944 loss_ce_4: 0.3263 loss_bbox_4: 0.1901 loss_giou_4: 0.3822 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:46] d2.utils.events INFO: eta: 1 day, 0:04:32 iter: 142259 total_loss: 6.22 loss_ce: 0.3214 loss_bbox: 0.2048 loss_giou: 0.3534 loss_ce_0: 0.5394 loss_bbox_0: 0.3368 loss_giou_0: 0.5276 loss_ce_1: 0.4142 loss_bbox_1: 0.2346 loss_giou_1: 0.4038 loss_ce_2: 0.3594 loss_bbox_2: 0.2161 loss_giou_2: 0.3662 loss_ce_3: 0.3308 loss_bbox_3: 0.2098 loss_giou_3: 0.3607 loss_ce_4: 0.3212 loss_bbox_4: 0.206 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:52] d2.utils.events INFO: eta: 1 day, 0:04:26 iter: 142279 total_loss: 6.029 loss_ce: 0.3142 loss_bbox: 0.1943 loss_giou: 0.3498 loss_ce_0: 0.5327 loss_bbox_0: 0.3283 loss_giou_0: 0.5443 loss_ce_1: 0.4248 loss_bbox_1: 0.2156 loss_giou_1: 0.3873 loss_ce_2: 0.3602 loss_bbox_2: 0.1988 loss_giou_2: 0.3586 loss_ce_3: 0.3306 loss_bbox_3: 0.1959 loss_giou_3: 0.3535 loss_ce_4: 0.3174 loss_bbox_4: 0.1947 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:48:57] d2.utils.events INFO: eta: 1 day, 0:04:19 iter: 142299 total_loss: 5.83 loss_ce: 0.3145 loss_bbox: 0.1932 loss_giou: 0.3228 loss_ce_0: 0.4977 loss_bbox_0: 0.3315 loss_giou_0: 0.4771 loss_ce_1: 0.4029 loss_bbox_1: 0.2344 loss_giou_1: 0.3615 loss_ce_2: 0.3527 loss_bbox_2: 0.2026 loss_giou_2: 0.3366 loss_ce_3: 0.3306 loss_bbox_3: 0.2021 loss_giou_3: 0.3281 loss_ce_4: 0.3141 loss_bbox_4: 0.1994 loss_giou_4: 0.327 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:03] d2.utils.events INFO: eta: 1 day, 0:04:14 iter: 142319 total_loss: 5.825 loss_ce: 0.3099 loss_bbox: 0.2013 loss_giou: 0.3275 loss_ce_0: 0.4887 loss_bbox_0: 0.3311 loss_giou_0: 0.4869 loss_ce_1: 0.3993 loss_bbox_1: 0.2369 loss_giou_1: 0.368 loss_ce_2: 0.3398 loss_bbox_2: 0.21 loss_giou_2: 0.3405 loss_ce_3: 0.3146 loss_bbox_3: 0.2016 loss_giou_3: 0.3403 loss_ce_4: 0.3087 loss_bbox_4: 0.2008 loss_giou_4: 0.3269 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:09] d2.utils.events INFO: eta: 1 day, 0:04:13 iter: 142339 total_loss: 6.211 loss_ce: 0.3198 loss_bbox: 0.208 loss_giou: 0.3582 loss_ce_0: 0.5127 loss_bbox_0: 0.3628 loss_giou_0: 0.5332 loss_ce_1: 0.4233 loss_bbox_1: 0.2456 loss_giou_1: 0.3967 loss_ce_2: 0.3442 loss_bbox_2: 0.2304 loss_giou_2: 0.3733 loss_ce_3: 0.3245 loss_bbox_3: 0.2166 loss_giou_3: 0.3664 loss_ce_4: 0.3188 loss_bbox_4: 0.2116 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:15] d2.utils.events INFO: eta: 1 day, 0:04:04 iter: 142359 total_loss: 5.97 loss_ce: 0.3081 loss_bbox: 0.1967 loss_giou: 0.3285 loss_ce_0: 0.5224 loss_bbox_0: 0.3401 loss_giou_0: 0.5203 loss_ce_1: 0.4186 loss_bbox_1: 0.2315 loss_giou_1: 0.3804 loss_ce_2: 0.351 loss_bbox_2: 0.2154 loss_giou_2: 0.354 loss_ce_3: 0.3243 loss_bbox_3: 0.2051 loss_giou_3: 0.3438 loss_ce_4: 0.3137 loss_bbox_4: 0.1985 loss_giou_4: 0.3347 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:20] d2.utils.events INFO: eta: 1 day, 0:04:25 iter: 142379 total_loss: 5.892 loss_ce: 0.3239 loss_bbox: 0.1846 loss_giou: 0.3446 loss_ce_0: 0.5005 loss_bbox_0: 0.3346 loss_giou_0: 0.5154 loss_ce_1: 0.4187 loss_bbox_1: 0.2252 loss_giou_1: 0.3857 loss_ce_2: 0.3522 loss_bbox_2: 0.2082 loss_giou_2: 0.3546 loss_ce_3: 0.3316 loss_bbox_3: 0.1925 loss_giou_3: 0.3481 loss_ce_4: 0.3226 loss_bbox_4: 0.1881 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:26] d2.utils.events INFO: eta: 1 day, 0:04:18 iter: 142399 total_loss: 5.948 loss_ce: 0.3114 loss_bbox: 0.1952 loss_giou: 0.3402 loss_ce_0: 0.5316 loss_bbox_0: 0.3301 loss_giou_0: 0.5128 loss_ce_1: 0.4055 loss_bbox_1: 0.2339 loss_giou_1: 0.3798 loss_ce_2: 0.3401 loss_bbox_2: 0.2105 loss_giou_2: 0.3536 loss_ce_3: 0.3072 loss_bbox_3: 0.2026 loss_giou_3: 0.3503 loss_ce_4: 0.3051 loss_bbox_4: 0.1987 loss_giou_4: 0.339 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:32] d2.utils.events INFO: eta: 1 day, 0:04:22 iter: 142419 total_loss: 5.718 loss_ce: 0.3002 loss_bbox: 0.1838 loss_giou: 0.3433 loss_ce_0: 0.4947 loss_bbox_0: 0.3098 loss_giou_0: 0.5284 loss_ce_1: 0.3993 loss_bbox_1: 0.216 loss_giou_1: 0.3936 loss_ce_2: 0.3347 loss_bbox_2: 0.1919 loss_giou_2: 0.3602 loss_ce_3: 0.3143 loss_bbox_3: 0.1924 loss_giou_3: 0.3485 loss_ce_4: 0.3001 loss_bbox_4: 0.1845 loss_giou_4: 0.3445 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:37] d2.utils.events INFO: eta: 1 day, 0:04:15 iter: 142439 total_loss: 5.946 loss_ce: 0.3076 loss_bbox: 0.1798 loss_giou: 0.3572 loss_ce_0: 0.5029 loss_bbox_0: 0.3101 loss_giou_0: 0.5664 loss_ce_1: 0.399 loss_bbox_1: 0.211 loss_giou_1: 0.4073 loss_ce_2: 0.345 loss_bbox_2: 0.1936 loss_giou_2: 0.3701 loss_ce_3: 0.3198 loss_bbox_3: 0.1883 loss_giou_3: 0.3645 loss_ce_4: 0.3072 loss_bbox_4: 0.1826 loss_giou_4: 0.3597 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:43] d2.utils.events INFO: eta: 1 day, 0:04:20 iter: 142459 total_loss: 5.796 loss_ce: 0.2958 loss_bbox: 0.1949 loss_giou: 0.3551 loss_ce_0: 0.4996 loss_bbox_0: 0.3158 loss_giou_0: 0.5553 loss_ce_1: 0.4068 loss_bbox_1: 0.2246 loss_giou_1: 0.4094 loss_ce_2: 0.334 loss_bbox_2: 0.2069 loss_giou_2: 0.3743 loss_ce_3: 0.3104 loss_bbox_3: 0.2029 loss_giou_3: 0.3646 loss_ce_4: 0.2975 loss_bbox_4: 0.1908 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:49] d2.utils.events INFO: eta: 1 day, 0:04:07 iter: 142479 total_loss: 5.698 loss_ce: 0.2927 loss_bbox: 0.1902 loss_giou: 0.3194 loss_ce_0: 0.4939 loss_bbox_0: 0.3432 loss_giou_0: 0.5081 loss_ce_1: 0.395 loss_bbox_1: 0.2262 loss_giou_1: 0.3654 loss_ce_2: 0.3235 loss_bbox_2: 0.2049 loss_giou_2: 0.3414 loss_ce_3: 0.2964 loss_bbox_3: 0.1972 loss_giou_3: 0.3283 loss_ce_4: 0.2951 loss_bbox_4: 0.1951 loss_giou_4: 0.325 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:49:54] d2.utils.events INFO: eta: 1 day, 0:04:34 iter: 142499 total_loss: 5.856 loss_ce: 0.2949 loss_bbox: 0.1867 loss_giou: 0.3528 loss_ce_0: 0.4958 loss_bbox_0: 0.3054 loss_giou_0: 0.5605 loss_ce_1: 0.4001 loss_bbox_1: 0.2189 loss_giou_1: 0.4009 loss_ce_2: 0.3369 loss_bbox_2: 0.1977 loss_giou_2: 0.3741 loss_ce_3: 0.312 loss_bbox_3: 0.1916 loss_giou_3: 0.3617 loss_ce_4: 0.3012 loss_bbox_4: 0.1897 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:00] d2.utils.events INFO: eta: 1 day, 0:04:56 iter: 142519 total_loss: 5.776 loss_ce: 0.3045 loss_bbox: 0.1922 loss_giou: 0.3336 loss_ce_0: 0.5165 loss_bbox_0: 0.3117 loss_giou_0: 0.509 loss_ce_1: 0.413 loss_bbox_1: 0.2214 loss_giou_1: 0.3832 loss_ce_2: 0.3448 loss_bbox_2: 0.2072 loss_giou_2: 0.3471 loss_ce_3: 0.3055 loss_bbox_3: 0.2 loss_giou_3: 0.3383 loss_ce_4: 0.2978 loss_bbox_4: 0.1952 loss_giou_4: 0.336 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:06] d2.utils.events INFO: eta: 1 day, 0:05:06 iter: 142539 total_loss: 5.969 loss_ce: 0.3207 loss_bbox: 0.1847 loss_giou: 0.3631 loss_ce_0: 0.5361 loss_bbox_0: 0.3143 loss_giou_0: 0.5461 loss_ce_1: 0.4166 loss_bbox_1: 0.2216 loss_giou_1: 0.4158 loss_ce_2: 0.3476 loss_bbox_2: 0.1997 loss_giou_2: 0.3794 loss_ce_3: 0.3251 loss_bbox_3: 0.1945 loss_giou_3: 0.3729 loss_ce_4: 0.3178 loss_bbox_4: 0.1911 loss_giou_4: 0.3661 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:12] d2.utils.events INFO: eta: 1 day, 0:04:58 iter: 142559 total_loss: 5.625 loss_ce: 0.3142 loss_bbox: 0.2023 loss_giou: 0.3298 loss_ce_0: 0.5222 loss_bbox_0: 0.3247 loss_giou_0: 0.5057 loss_ce_1: 0.4199 loss_bbox_1: 0.2253 loss_giou_1: 0.3789 loss_ce_2: 0.3467 loss_bbox_2: 0.2103 loss_giou_2: 0.3486 loss_ce_3: 0.3207 loss_bbox_3: 0.2093 loss_giou_3: 0.3422 loss_ce_4: 0.3088 loss_bbox_4: 0.2038 loss_giou_4: 0.3346 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:17] d2.utils.events INFO: eta: 1 day, 0:04:15 iter: 142579 total_loss: 5.682 loss_ce: 0.2928 loss_bbox: 0.1937 loss_giou: 0.3334 loss_ce_0: 0.4914 loss_bbox_0: 0.3099 loss_giou_0: 0.5006 loss_ce_1: 0.3823 loss_bbox_1: 0.2197 loss_giou_1: 0.3808 loss_ce_2: 0.3185 loss_bbox_2: 0.2023 loss_giou_2: 0.3535 loss_ce_3: 0.3004 loss_bbox_3: 0.198 loss_giou_3: 0.3424 loss_ce_4: 0.2979 loss_bbox_4: 0.1917 loss_giou_4: 0.3354 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:23] d2.utils.events INFO: eta: 1 day, 0:04:19 iter: 142599 total_loss: 5.895 loss_ce: 0.3037 loss_bbox: 0.1828 loss_giou: 0.3474 loss_ce_0: 0.5051 loss_bbox_0: 0.3256 loss_giou_0: 0.5283 loss_ce_1: 0.4111 loss_bbox_1: 0.2229 loss_giou_1: 0.4039 loss_ce_2: 0.3453 loss_bbox_2: 0.1985 loss_giou_2: 0.3727 loss_ce_3: 0.3098 loss_bbox_3: 0.1929 loss_giou_3: 0.3547 loss_ce_4: 0.3015 loss_bbox_4: 0.1882 loss_giou_4: 0.3505 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:29] d2.utils.events INFO: eta: 1 day, 0:04:08 iter: 142619 total_loss: 6.014 loss_ce: 0.3289 loss_bbox: 0.1985 loss_giou: 0.3584 loss_ce_0: 0.5014 loss_bbox_0: 0.3459 loss_giou_0: 0.5275 loss_ce_1: 0.4286 loss_bbox_1: 0.2338 loss_giou_1: 0.3976 loss_ce_2: 0.3532 loss_bbox_2: 0.2093 loss_giou_2: 0.3699 loss_ce_3: 0.3312 loss_bbox_3: 0.2023 loss_giou_3: 0.3641 loss_ce_4: 0.3232 loss_bbox_4: 0.1986 loss_giou_4: 0.3607 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:34] d2.utils.events INFO: eta: 1 day, 0:04:30 iter: 142639 total_loss: 6.119 loss_ce: 0.3111 loss_bbox: 0.1975 loss_giou: 0.3841 loss_ce_0: 0.502 loss_bbox_0: 0.3191 loss_giou_0: 0.5914 loss_ce_1: 0.3947 loss_bbox_1: 0.2355 loss_giou_1: 0.4432 loss_ce_2: 0.3317 loss_bbox_2: 0.213 loss_giou_2: 0.3982 loss_ce_3: 0.3237 loss_bbox_3: 0.1995 loss_giou_3: 0.3873 loss_ce_4: 0.3147 loss_bbox_4: 0.199 loss_giou_4: 0.3885 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:40] d2.utils.events INFO: eta: 1 day, 0:03:47 iter: 142659 total_loss: 5.71 loss_ce: 0.2856 loss_bbox: 0.1898 loss_giou: 0.3349 loss_ce_0: 0.5084 loss_bbox_0: 0.331 loss_giou_0: 0.5139 loss_ce_1: 0.3869 loss_bbox_1: 0.225 loss_giou_1: 0.3763 loss_ce_2: 0.3205 loss_bbox_2: 0.2023 loss_giou_2: 0.3442 loss_ce_3: 0.2993 loss_bbox_3: 0.194 loss_giou_3: 0.3425 loss_ce_4: 0.2922 loss_bbox_4: 0.1929 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:46] d2.utils.events INFO: eta: 1 day, 0:03:32 iter: 142679 total_loss: 5.959 loss_ce: 0.3193 loss_bbox: 0.1967 loss_giou: 0.355 loss_ce_0: 0.5142 loss_bbox_0: 0.3283 loss_giou_0: 0.5405 loss_ce_1: 0.4117 loss_bbox_1: 0.2238 loss_giou_1: 0.3962 loss_ce_2: 0.3558 loss_bbox_2: 0.2036 loss_giou_2: 0.3738 loss_ce_3: 0.3144 loss_bbox_3: 0.2054 loss_giou_3: 0.3596 loss_ce_4: 0.3093 loss_bbox_4: 0.2022 loss_giou_4: 0.3549 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:51] d2.utils.events INFO: eta: 1 day, 0:02:57 iter: 142699 total_loss: 6.298 loss_ce: 0.3357 loss_bbox: 0.1951 loss_giou: 0.3804 loss_ce_0: 0.5221 loss_bbox_0: 0.3366 loss_giou_0: 0.5663 loss_ce_1: 0.4159 loss_bbox_1: 0.2313 loss_giou_1: 0.43 loss_ce_2: 0.3785 loss_bbox_2: 0.2098 loss_giou_2: 0.3957 loss_ce_3: 0.3439 loss_bbox_3: 0.2066 loss_giou_3: 0.3842 loss_ce_4: 0.3321 loss_bbox_4: 0.2007 loss_giou_4: 0.3828 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 00:50:57] d2.utils.events INFO: eta: 1 day, 0:03:07 iter: 142719 total_loss: 6.066 loss_ce: 0.3183 loss_bbox: 0.2052 loss_giou: 0.3602 loss_ce_0: 0.521 loss_bbox_0: 0.323 loss_giou_0: 0.5585 loss_ce_1: 0.4143 loss_bbox_1: 0.2316 loss_giou_1: 0.4058 loss_ce_2: 0.346 loss_bbox_2: 0.2126 loss_giou_2: 0.3838 loss_ce_3: 0.3335 loss_bbox_3: 0.2066 loss_giou_3: 0.3763 loss_ce_4: 0.3198 loss_bbox_4: 0.2108 loss_giou_4: 0.3668 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:02] d2.utils.events INFO: eta: 1 day, 0:02:46 iter: 142739 total_loss: 6.047 loss_ce: 0.3036 loss_bbox: 0.1866 loss_giou: 0.3763 loss_ce_0: 0.5108 loss_bbox_0: 0.3132 loss_giou_0: 0.5643 loss_ce_1: 0.4094 loss_bbox_1: 0.2147 loss_giou_1: 0.4197 loss_ce_2: 0.3517 loss_bbox_2: 0.193 loss_giou_2: 0.3933 loss_ce_3: 0.3072 loss_bbox_3: 0.1863 loss_giou_3: 0.3813 loss_ce_4: 0.3032 loss_bbox_4: 0.1859 loss_giou_4: 0.3755 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:08] d2.utils.events INFO: eta: 1 day, 0:02:14 iter: 142759 total_loss: 6.229 loss_ce: 0.3243 loss_bbox: 0.183 loss_giou: 0.369 loss_ce_0: 0.5325 loss_bbox_0: 0.3251 loss_giou_0: 0.5685 loss_ce_1: 0.4289 loss_bbox_1: 0.2187 loss_giou_1: 0.4255 loss_ce_2: 0.372 loss_bbox_2: 0.1982 loss_giou_2: 0.3868 loss_ce_3: 0.3353 loss_bbox_3: 0.189 loss_giou_3: 0.3785 loss_ce_4: 0.3258 loss_bbox_4: 0.185 loss_giou_4: 0.3764 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:14] d2.utils.events INFO: eta: 1 day, 0:02:35 iter: 142779 total_loss: 6.056 loss_ce: 0.3026 loss_bbox: 0.2066 loss_giou: 0.3579 loss_ce_0: 0.5045 loss_bbox_0: 0.3381 loss_giou_0: 0.5105 loss_ce_1: 0.4163 loss_bbox_1: 0.2346 loss_giou_1: 0.3945 loss_ce_2: 0.346 loss_bbox_2: 0.2084 loss_giou_2: 0.3692 loss_ce_3: 0.3167 loss_bbox_3: 0.2012 loss_giou_3: 0.3616 loss_ce_4: 0.2975 loss_bbox_4: 0.2064 loss_giou_4: 0.3611 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:20] d2.utils.events INFO: eta: 1 day, 0:02:34 iter: 142799 total_loss: 5.882 loss_ce: 0.3003 loss_bbox: 0.1979 loss_giou: 0.3428 loss_ce_0: 0.5141 loss_bbox_0: 0.3299 loss_giou_0: 0.5093 loss_ce_1: 0.4081 loss_bbox_1: 0.2353 loss_giou_1: 0.3863 loss_ce_2: 0.3514 loss_bbox_2: 0.2057 loss_giou_2: 0.3574 loss_ce_3: 0.326 loss_bbox_3: 0.2012 loss_giou_3: 0.3451 loss_ce_4: 0.3093 loss_bbox_4: 0.2023 loss_giou_4: 0.3472 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:25] d2.utils.events INFO: eta: 1 day, 0:02:32 iter: 142819 total_loss: 6.161 loss_ce: 0.3127 loss_bbox: 0.21 loss_giou: 0.3716 loss_ce_0: 0.5321 loss_bbox_0: 0.3434 loss_giou_0: 0.5554 loss_ce_1: 0.4081 loss_bbox_1: 0.2369 loss_giou_1: 0.4198 loss_ce_2: 0.3533 loss_bbox_2: 0.2171 loss_giou_2: 0.3854 loss_ce_3: 0.3203 loss_bbox_3: 0.2107 loss_giou_3: 0.3861 loss_ce_4: 0.3151 loss_bbox_4: 0.2095 loss_giou_4: 0.3758 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:31] d2.utils.events INFO: eta: 1 day, 0:02:14 iter: 142839 total_loss: 5.782 loss_ce: 0.2969 loss_bbox: 0.1883 loss_giou: 0.3359 loss_ce_0: 0.5219 loss_bbox_0: 0.3225 loss_giou_0: 0.5219 loss_ce_1: 0.4112 loss_bbox_1: 0.2136 loss_giou_1: 0.3903 loss_ce_2: 0.3352 loss_bbox_2: 0.2054 loss_giou_2: 0.3675 loss_ce_3: 0.3106 loss_bbox_3: 0.196 loss_giou_3: 0.3453 loss_ce_4: 0.3013 loss_bbox_4: 0.1917 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:37] d2.utils.events INFO: eta: 1 day, 0:01:54 iter: 142859 total_loss: 6.184 loss_ce: 0.3279 loss_bbox: 0.2131 loss_giou: 0.3754 loss_ce_0: 0.5269 loss_bbox_0: 0.326 loss_giou_0: 0.5635 loss_ce_1: 0.4336 loss_bbox_1: 0.2375 loss_giou_1: 0.4266 loss_ce_2: 0.3696 loss_bbox_2: 0.2275 loss_giou_2: 0.3933 loss_ce_3: 0.3355 loss_bbox_3: 0.222 loss_giou_3: 0.3841 loss_ce_4: 0.3302 loss_bbox_4: 0.2129 loss_giou_4: 0.377 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:42] d2.utils.events INFO: eta: 1 day, 0:01:08 iter: 142879 total_loss: 5.786 loss_ce: 0.282 loss_bbox: 0.1827 loss_giou: 0.3322 loss_ce_0: 0.5049 loss_bbox_0: 0.3156 loss_giou_0: 0.5095 loss_ce_1: 0.3966 loss_bbox_1: 0.2164 loss_giou_1: 0.3796 loss_ce_2: 0.3224 loss_bbox_2: 0.1956 loss_giou_2: 0.3528 loss_ce_3: 0.2906 loss_bbox_3: 0.1891 loss_giou_3: 0.3389 loss_ce_4: 0.2809 loss_bbox_4: 0.1886 loss_giou_4: 0.3398 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:48] d2.utils.events INFO: eta: 1 day, 0:00:50 iter: 142899 total_loss: 6.049 loss_ce: 0.309 loss_bbox: 0.1969 loss_giou: 0.3462 loss_ce_0: 0.5052 loss_bbox_0: 0.334 loss_giou_0: 0.5137 loss_ce_1: 0.4095 loss_bbox_1: 0.2264 loss_giou_1: 0.392 loss_ce_2: 0.3669 loss_bbox_2: 0.2147 loss_giou_2: 0.3707 loss_ce_3: 0.3354 loss_bbox_3: 0.2038 loss_giou_3: 0.354 loss_ce_4: 0.3154 loss_bbox_4: 0.2021 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:51:54] d2.utils.events INFO: eta: 1 day, 0:01:28 iter: 142919 total_loss: 6.172 loss_ce: 0.329 loss_bbox: 0.1885 loss_giou: 0.3696 loss_ce_0: 0.5292 loss_bbox_0: 0.3268 loss_giou_0: 0.5602 loss_ce_1: 0.4249 loss_bbox_1: 0.2249 loss_giou_1: 0.4069 loss_ce_2: 0.3745 loss_bbox_2: 0.2074 loss_giou_2: 0.3802 loss_ce_3: 0.3386 loss_bbox_3: 0.1973 loss_giou_3: 0.3717 loss_ce_4: 0.332 loss_bbox_4: 0.1944 loss_giou_4: 0.3691 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:00] d2.utils.events INFO: eta: 1 day, 0:01:17 iter: 142939 total_loss: 6.172 loss_ce: 0.3186 loss_bbox: 0.1861 loss_giou: 0.3666 loss_ce_0: 0.5154 loss_bbox_0: 0.3295 loss_giou_0: 0.5502 loss_ce_1: 0.404 loss_bbox_1: 0.226 loss_giou_1: 0.4193 loss_ce_2: 0.3494 loss_bbox_2: 0.2051 loss_giou_2: 0.386 loss_ce_3: 0.3232 loss_bbox_3: 0.1989 loss_giou_3: 0.3754 loss_ce_4: 0.3174 loss_bbox_4: 0.192 loss_giou_4: 0.3686 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:05] d2.utils.events INFO: eta: 1 day, 0:01:26 iter: 142959 total_loss: 6.157 loss_ce: 0.3188 loss_bbox: 0.1949 loss_giou: 0.367 loss_ce_0: 0.5198 loss_bbox_0: 0.3281 loss_giou_0: 0.5359 loss_ce_1: 0.4238 loss_bbox_1: 0.2236 loss_giou_1: 0.4127 loss_ce_2: 0.3672 loss_bbox_2: 0.2027 loss_giou_2: 0.3845 loss_ce_3: 0.3317 loss_bbox_3: 0.1978 loss_giou_3: 0.3769 loss_ce_4: 0.3213 loss_bbox_4: 0.1939 loss_giou_4: 0.3684 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:11] d2.utils.events INFO: eta: 1 day, 0:01:20 iter: 142979 total_loss: 6.218 loss_ce: 0.3141 loss_bbox: 0.1984 loss_giou: 0.3584 loss_ce_0: 0.5279 loss_bbox_0: 0.3359 loss_giou_0: 0.547 loss_ce_1: 0.4059 loss_bbox_1: 0.2337 loss_giou_1: 0.4072 loss_ce_2: 0.3557 loss_bbox_2: 0.2124 loss_giou_2: 0.3727 loss_ce_3: 0.3243 loss_bbox_3: 0.2026 loss_giou_3: 0.3645 loss_ce_4: 0.3148 loss_bbox_4: 0.1956 loss_giou_4: 0.3596 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:17] d2.utils.events INFO: eta: 1 day, 0:01:37 iter: 142999 total_loss: 6.177 loss_ce: 0.3332 loss_bbox: 0.1892 loss_giou: 0.3491 loss_ce_0: 0.5037 loss_bbox_0: 0.3433 loss_giou_0: 0.5525 loss_ce_1: 0.4228 loss_bbox_1: 0.2295 loss_giou_1: 0.4065 loss_ce_2: 0.3551 loss_bbox_2: 0.2068 loss_giou_2: 0.3714 loss_ce_3: 0.3372 loss_bbox_3: 0.1962 loss_giou_3: 0.3615 loss_ce_4: 0.3239 loss_bbox_4: 0.1913 loss_giou_4: 0.354 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:22] d2.utils.events INFO: eta: 1 day, 0:01:32 iter: 143019 total_loss: 5.612 loss_ce: 0.2981 loss_bbox: 0.1802 loss_giou: 0.3191 loss_ce_0: 0.5047 loss_bbox_0: 0.3165 loss_giou_0: 0.4994 loss_ce_1: 0.3928 loss_bbox_1: 0.2106 loss_giou_1: 0.3708 loss_ce_2: 0.3347 loss_bbox_2: 0.1977 loss_giou_2: 0.3466 loss_ce_3: 0.3071 loss_bbox_3: 0.1879 loss_giou_3: 0.3379 loss_ce_4: 0.2992 loss_bbox_4: 0.1811 loss_giou_4: 0.3259 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:28] d2.utils.events INFO: eta: 1 day, 0:01:37 iter: 143039 total_loss: 6.13 loss_ce: 0.3297 loss_bbox: 0.2045 loss_giou: 0.3658 loss_ce_0: 0.5439 loss_bbox_0: 0.3298 loss_giou_0: 0.5473 loss_ce_1: 0.433 loss_bbox_1: 0.2391 loss_giou_1: 0.4048 loss_ce_2: 0.3635 loss_bbox_2: 0.2171 loss_giou_2: 0.371 loss_ce_3: 0.3332 loss_bbox_3: 0.2101 loss_giou_3: 0.3569 loss_ce_4: 0.3233 loss_bbox_4: 0.2073 loss_giou_4: 0.3597 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:34] d2.utils.events INFO: eta: 1 day, 0:00:49 iter: 143059 total_loss: 5.835 loss_ce: 0.3174 loss_bbox: 0.1914 loss_giou: 0.3229 loss_ce_0: 0.5041 loss_bbox_0: 0.3357 loss_giou_0: 0.5166 loss_ce_1: 0.3912 loss_bbox_1: 0.231 loss_giou_1: 0.3787 loss_ce_2: 0.3284 loss_bbox_2: 0.2051 loss_giou_2: 0.3397 loss_ce_3: 0.3171 loss_bbox_3: 0.1976 loss_giou_3: 0.335 loss_ce_4: 0.3083 loss_bbox_4: 0.1909 loss_giou_4: 0.3296 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:39] d2.utils.events INFO: eta: 1 day, 0:01:15 iter: 143079 total_loss: 5.777 loss_ce: 0.3059 loss_bbox: 0.1829 loss_giou: 0.3286 loss_ce_0: 0.512 loss_bbox_0: 0.3122 loss_giou_0: 0.525 loss_ce_1: 0.4251 loss_bbox_1: 0.2215 loss_giou_1: 0.383 loss_ce_2: 0.3449 loss_bbox_2: 0.1972 loss_giou_2: 0.3465 loss_ce_3: 0.3194 loss_bbox_3: 0.1894 loss_giou_3: 0.3399 loss_ce_4: 0.3065 loss_bbox_4: 0.1853 loss_giou_4: 0.3319 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:45] d2.utils.events INFO: eta: 1 day, 0:01:20 iter: 143099 total_loss: 6.381 loss_ce: 0.3474 loss_bbox: 0.2053 loss_giou: 0.3658 loss_ce_0: 0.5565 loss_bbox_0: 0.334 loss_giou_0: 0.5519 loss_ce_1: 0.4359 loss_bbox_1: 0.2377 loss_giou_1: 0.4117 loss_ce_2: 0.3763 loss_bbox_2: 0.2193 loss_giou_2: 0.3809 loss_ce_3: 0.3562 loss_bbox_3: 0.2137 loss_giou_3: 0.3746 loss_ce_4: 0.3513 loss_bbox_4: 0.2076 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:51] d2.utils.events INFO: eta: 1 day, 0:01:41 iter: 143119 total_loss: 6.022 loss_ce: 0.3208 loss_bbox: 0.191 loss_giou: 0.352 loss_ce_0: 0.5181 loss_bbox_0: 0.3282 loss_giou_0: 0.5584 loss_ce_1: 0.4164 loss_bbox_1: 0.2273 loss_giou_1: 0.4023 loss_ce_2: 0.3482 loss_bbox_2: 0.2091 loss_giou_2: 0.3689 loss_ce_3: 0.3289 loss_bbox_3: 0.2025 loss_giou_3: 0.3615 loss_ce_4: 0.3231 loss_bbox_4: 0.1927 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:52:57] d2.utils.events INFO: eta: 1 day, 0:02:09 iter: 143139 total_loss: 5.972 loss_ce: 0.3154 loss_bbox: 0.1741 loss_giou: 0.3693 loss_ce_0: 0.5025 loss_bbox_0: 0.3112 loss_giou_0: 0.5565 loss_ce_1: 0.4122 loss_bbox_1: 0.2097 loss_giou_1: 0.4286 loss_ce_2: 0.3442 loss_bbox_2: 0.1855 loss_giou_2: 0.3972 loss_ce_3: 0.3205 loss_bbox_3: 0.1771 loss_giou_3: 0.3788 loss_ce_4: 0.316 loss_bbox_4: 0.1744 loss_giou_4: 0.374 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:02] d2.utils.events INFO: eta: 1 day, 0:01:37 iter: 143159 total_loss: 6.011 loss_ce: 0.3156 loss_bbox: 0.1935 loss_giou: 0.3531 loss_ce_0: 0.5137 loss_bbox_0: 0.3261 loss_giou_0: 0.513 loss_ce_1: 0.4117 loss_bbox_1: 0.2275 loss_giou_1: 0.4047 loss_ce_2: 0.3466 loss_bbox_2: 0.2153 loss_giou_2: 0.3717 loss_ce_3: 0.329 loss_bbox_3: 0.2089 loss_giou_3: 0.3626 loss_ce_4: 0.3175 loss_bbox_4: 0.1993 loss_giou_4: 0.356 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:08] d2.utils.events INFO: eta: 1 day, 0:01:49 iter: 143179 total_loss: 5.847 loss_ce: 0.3279 loss_bbox: 0.1957 loss_giou: 0.3311 loss_ce_0: 0.5317 loss_bbox_0: 0.3286 loss_giou_0: 0.5183 loss_ce_1: 0.4185 loss_bbox_1: 0.231 loss_giou_1: 0.3686 loss_ce_2: 0.3545 loss_bbox_2: 0.2058 loss_giou_2: 0.3402 loss_ce_3: 0.3327 loss_bbox_3: 0.1995 loss_giou_3: 0.3416 loss_ce_4: 0.3267 loss_bbox_4: 0.1983 loss_giou_4: 0.3361 time: 0.2802 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:14] d2.utils.events INFO: eta: 1 day, 0:01:32 iter: 143199 total_loss: 6.123 loss_ce: 0.3004 loss_bbox: 0.197 loss_giou: 0.3739 loss_ce_0: 0.5152 loss_bbox_0: 0.3322 loss_giou_0: 0.575 loss_ce_1: 0.4092 loss_bbox_1: 0.2363 loss_giou_1: 0.4316 loss_ce_2: 0.3429 loss_bbox_2: 0.2045 loss_giou_2: 0.3922 loss_ce_3: 0.3139 loss_bbox_3: 0.1969 loss_giou_3: 0.3805 loss_ce_4: 0.2972 loss_bbox_4: 0.1978 loss_giou_4: 0.3778 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:19] d2.utils.events INFO: eta: 1 day, 0:01:26 iter: 143219 total_loss: 6.096 loss_ce: 0.3317 loss_bbox: 0.209 loss_giou: 0.3481 loss_ce_0: 0.5184 loss_bbox_0: 0.3455 loss_giou_0: 0.5413 loss_ce_1: 0.4326 loss_bbox_1: 0.2428 loss_giou_1: 0.3999 loss_ce_2: 0.3605 loss_bbox_2: 0.2266 loss_giou_2: 0.3629 loss_ce_3: 0.3443 loss_bbox_3: 0.2149 loss_giou_3: 0.353 loss_ce_4: 0.3348 loss_bbox_4: 0.2089 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:25] d2.utils.events INFO: eta: 1 day, 0:00:55 iter: 143239 total_loss: 6.057 loss_ce: 0.3113 loss_bbox: 0.1828 loss_giou: 0.3584 loss_ce_0: 0.5082 loss_bbox_0: 0.3246 loss_giou_0: 0.5289 loss_ce_1: 0.4094 loss_bbox_1: 0.2229 loss_giou_1: 0.4032 loss_ce_2: 0.3463 loss_bbox_2: 0.2005 loss_giou_2: 0.368 loss_ce_3: 0.3321 loss_bbox_3: 0.1928 loss_giou_3: 0.3643 loss_ce_4: 0.3166 loss_bbox_4: 0.1864 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:31] d2.utils.events INFO: eta: 1 day, 0:00:28 iter: 143259 total_loss: 5.977 loss_ce: 0.315 loss_bbox: 0.1984 loss_giou: 0.3535 loss_ce_0: 0.5153 loss_bbox_0: 0.3283 loss_giou_0: 0.4907 loss_ce_1: 0.4081 loss_bbox_1: 0.2335 loss_giou_1: 0.387 loss_ce_2: 0.3443 loss_bbox_2: 0.2058 loss_giou_2: 0.3668 loss_ce_3: 0.3209 loss_bbox_3: 0.2032 loss_giou_3: 0.3596 loss_ce_4: 0.3169 loss_bbox_4: 0.1953 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:36] d2.utils.events INFO: eta: 1 day, 0:00:10 iter: 143279 total_loss: 6.231 loss_ce: 0.3163 loss_bbox: 0.2046 loss_giou: 0.389 loss_ce_0: 0.5299 loss_bbox_0: 0.3106 loss_giou_0: 0.5666 loss_ce_1: 0.426 loss_bbox_1: 0.2286 loss_giou_1: 0.4287 loss_ce_2: 0.359 loss_bbox_2: 0.2137 loss_giou_2: 0.4028 loss_ce_3: 0.3399 loss_bbox_3: 0.2079 loss_giou_3: 0.39 loss_ce_4: 0.3162 loss_bbox_4: 0.2063 loss_giou_4: 0.3879 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:42] d2.utils.events INFO: eta: 23:59:57 iter: 143299 total_loss: 5.824 loss_ce: 0.2927 loss_bbox: 0.1906 loss_giou: 0.3459 loss_ce_0: 0.5009 loss_bbox_0: 0.3204 loss_giou_0: 0.531 loss_ce_1: 0.3926 loss_bbox_1: 0.2273 loss_giou_1: 0.4029 loss_ce_2: 0.3371 loss_bbox_2: 0.2075 loss_giou_2: 0.3696 loss_ce_3: 0.3011 loss_bbox_3: 0.1951 loss_giou_3: 0.3497 loss_ce_4: 0.29 loss_bbox_4: 0.1968 loss_giou_4: 0.3488 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:48] d2.utils.events INFO: eta: 23:59:32 iter: 143319 total_loss: 6.013 loss_ce: 0.3285 loss_bbox: 0.1972 loss_giou: 0.3385 loss_ce_0: 0.53 loss_bbox_0: 0.3316 loss_giou_0: 0.5274 loss_ce_1: 0.4324 loss_bbox_1: 0.2322 loss_giou_1: 0.3939 loss_ce_2: 0.3598 loss_bbox_2: 0.2137 loss_giou_2: 0.3523 loss_ce_3: 0.3301 loss_bbox_3: 0.2017 loss_giou_3: 0.346 loss_ce_4: 0.3341 loss_bbox_4: 0.204 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:53] d2.utils.events INFO: eta: 23:58:49 iter: 143339 total_loss: 6.008 loss_ce: 0.3089 loss_bbox: 0.1936 loss_giou: 0.3602 loss_ce_0: 0.4993 loss_bbox_0: 0.3207 loss_giou_0: 0.5419 loss_ce_1: 0.4068 loss_bbox_1: 0.2219 loss_giou_1: 0.4135 loss_ce_2: 0.3439 loss_bbox_2: 0.2035 loss_giou_2: 0.383 loss_ce_3: 0.3222 loss_bbox_3: 0.1986 loss_giou_3: 0.3636 loss_ce_4: 0.3131 loss_bbox_4: 0.1941 loss_giou_4: 0.3589 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:53:59] d2.utils.events INFO: eta: 23:58:41 iter: 143359 total_loss: 5.903 loss_ce: 0.3102 loss_bbox: 0.2013 loss_giou: 0.3555 loss_ce_0: 0.5069 loss_bbox_0: 0.3409 loss_giou_0: 0.5203 loss_ce_1: 0.4078 loss_bbox_1: 0.2378 loss_giou_1: 0.3946 loss_ce_2: 0.3493 loss_bbox_2: 0.2072 loss_giou_2: 0.3686 loss_ce_3: 0.3153 loss_bbox_3: 0.204 loss_giou_3: 0.3609 loss_ce_4: 0.3106 loss_bbox_4: 0.2062 loss_giou_4: 0.3596 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:05] d2.utils.events INFO: eta: 23:58:38 iter: 143379 total_loss: 5.996 loss_ce: 0.2994 loss_bbox: 0.2004 loss_giou: 0.3507 loss_ce_0: 0.5167 loss_bbox_0: 0.3352 loss_giou_0: 0.5158 loss_ce_1: 0.4115 loss_bbox_1: 0.2363 loss_giou_1: 0.3847 loss_ce_2: 0.3382 loss_bbox_2: 0.2066 loss_giou_2: 0.3604 loss_ce_3: 0.3132 loss_bbox_3: 0.2042 loss_giou_3: 0.357 loss_ce_4: 0.3023 loss_bbox_4: 0.2 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:11] d2.utils.events INFO: eta: 23:58:59 iter: 143399 total_loss: 6.096 loss_ce: 0.3362 loss_bbox: 0.1917 loss_giou: 0.3599 loss_ce_0: 0.5251 loss_bbox_0: 0.329 loss_giou_0: 0.559 loss_ce_1: 0.4294 loss_bbox_1: 0.231 loss_giou_1: 0.4171 loss_ce_2: 0.3588 loss_bbox_2: 0.2025 loss_giou_2: 0.3818 loss_ce_3: 0.3404 loss_bbox_3: 0.1977 loss_giou_3: 0.3673 loss_ce_4: 0.3384 loss_bbox_4: 0.1895 loss_giou_4: 0.3631 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:16] d2.utils.events INFO: eta: 23:58:26 iter: 143419 total_loss: 6.227 loss_ce: 0.3256 loss_bbox: 0.1838 loss_giou: 0.3628 loss_ce_0: 0.52 loss_bbox_0: 0.3316 loss_giou_0: 0.5493 loss_ce_1: 0.4223 loss_bbox_1: 0.2249 loss_giou_1: 0.4115 loss_ce_2: 0.3674 loss_bbox_2: 0.1978 loss_giou_2: 0.3826 loss_ce_3: 0.3366 loss_bbox_3: 0.1952 loss_giou_3: 0.3699 loss_ce_4: 0.3309 loss_bbox_4: 0.1871 loss_giou_4: 0.3631 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:22] d2.utils.events INFO: eta: 23:57:52 iter: 143439 total_loss: 6.053 loss_ce: 0.3099 loss_bbox: 0.1982 loss_giou: 0.3519 loss_ce_0: 0.5004 loss_bbox_0: 0.3379 loss_giou_0: 0.5203 loss_ce_1: 0.4048 loss_bbox_1: 0.2362 loss_giou_1: 0.3941 loss_ce_2: 0.3437 loss_bbox_2: 0.2164 loss_giou_2: 0.3683 loss_ce_3: 0.3109 loss_bbox_3: 0.2068 loss_giou_3: 0.3582 loss_ce_4: 0.3079 loss_bbox_4: 0.1982 loss_giou_4: 0.354 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:28] d2.utils.events INFO: eta: 23:57:26 iter: 143459 total_loss: 6.013 loss_ce: 0.2999 loss_bbox: 0.188 loss_giou: 0.3414 loss_ce_0: 0.5303 loss_bbox_0: 0.3295 loss_giou_0: 0.5238 loss_ce_1: 0.4012 loss_bbox_1: 0.2328 loss_giou_1: 0.3828 loss_ce_2: 0.3326 loss_bbox_2: 0.2173 loss_giou_2: 0.3644 loss_ce_3: 0.311 loss_bbox_3: 0.2005 loss_giou_3: 0.3412 loss_ce_4: 0.3083 loss_bbox_4: 0.1868 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:33] d2.utils.events INFO: eta: 23:57:04 iter: 143479 total_loss: 6.121 loss_ce: 0.3139 loss_bbox: 0.1944 loss_giou: 0.3542 loss_ce_0: 0.5342 loss_bbox_0: 0.3257 loss_giou_0: 0.5372 loss_ce_1: 0.4152 loss_bbox_1: 0.2266 loss_giou_1: 0.4102 loss_ce_2: 0.35 loss_bbox_2: 0.2043 loss_giou_2: 0.3724 loss_ce_3: 0.3171 loss_bbox_3: 0.1994 loss_giou_3: 0.359 loss_ce_4: 0.3144 loss_bbox_4: 0.1975 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:39] d2.utils.events INFO: eta: 23:56:30 iter: 143499 total_loss: 5.839 loss_ce: 0.3181 loss_bbox: 0.1958 loss_giou: 0.3241 loss_ce_0: 0.5162 loss_bbox_0: 0.3243 loss_giou_0: 0.5049 loss_ce_1: 0.3958 loss_bbox_1: 0.2265 loss_giou_1: 0.3708 loss_ce_2: 0.3422 loss_bbox_2: 0.2171 loss_giou_2: 0.3402 loss_ce_3: 0.3224 loss_bbox_3: 0.1968 loss_giou_3: 0.3306 loss_ce_4: 0.3163 loss_bbox_4: 0.1898 loss_giou_4: 0.319 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:45] d2.utils.events INFO: eta: 23:55:51 iter: 143519 total_loss: 6.003 loss_ce: 0.3253 loss_bbox: 0.1972 loss_giou: 0.3563 loss_ce_0: 0.5134 loss_bbox_0: 0.3187 loss_giou_0: 0.5408 loss_ce_1: 0.4195 loss_bbox_1: 0.2255 loss_giou_1: 0.4115 loss_ce_2: 0.354 loss_bbox_2: 0.2103 loss_giou_2: 0.3728 loss_ce_3: 0.3277 loss_bbox_3: 0.2029 loss_giou_3: 0.3604 loss_ce_4: 0.3241 loss_bbox_4: 0.2012 loss_giou_4: 0.3568 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:50] d2.utils.events INFO: eta: 23:55:34 iter: 143539 total_loss: 6.185 loss_ce: 0.3292 loss_bbox: 0.1919 loss_giou: 0.3387 loss_ce_0: 0.5025 loss_bbox_0: 0.3293 loss_giou_0: 0.5261 loss_ce_1: 0.415 loss_bbox_1: 0.2271 loss_giou_1: 0.3843 loss_ce_2: 0.3566 loss_bbox_2: 0.2018 loss_giou_2: 0.3566 loss_ce_3: 0.3313 loss_bbox_3: 0.1911 loss_giou_3: 0.3518 loss_ce_4: 0.3257 loss_bbox_4: 0.1935 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:54:56] d2.utils.events INFO: eta: 23:55:49 iter: 143559 total_loss: 5.974 loss_ce: 0.3034 loss_bbox: 0.1852 loss_giou: 0.329 loss_ce_0: 0.5017 loss_bbox_0: 0.3339 loss_giou_0: 0.5054 loss_ce_1: 0.39 loss_bbox_1: 0.2329 loss_giou_1: 0.3805 loss_ce_2: 0.3479 loss_bbox_2: 0.2064 loss_giou_2: 0.3496 loss_ce_3: 0.3171 loss_bbox_3: 0.1944 loss_giou_3: 0.3369 loss_ce_4: 0.3072 loss_bbox_4: 0.1852 loss_giou_4: 0.3318 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:02] d2.utils.events INFO: eta: 23:56:40 iter: 143579 total_loss: 6.231 loss_ce: 0.3412 loss_bbox: 0.1975 loss_giou: 0.3712 loss_ce_0: 0.5518 loss_bbox_0: 0.342 loss_giou_0: 0.5795 loss_ce_1: 0.455 loss_bbox_1: 0.2294 loss_giou_1: 0.4225 loss_ce_2: 0.3921 loss_bbox_2: 0.2058 loss_giou_2: 0.3915 loss_ce_3: 0.3542 loss_bbox_3: 0.2018 loss_giou_3: 0.3823 loss_ce_4: 0.3412 loss_bbox_4: 0.1992 loss_giou_4: 0.3775 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:08] d2.utils.events INFO: eta: 23:56:59 iter: 143599 total_loss: 5.784 loss_ce: 0.3041 loss_bbox: 0.1744 loss_giou: 0.3405 loss_ce_0: 0.5119 loss_bbox_0: 0.2933 loss_giou_0: 0.5275 loss_ce_1: 0.4101 loss_bbox_1: 0.2061 loss_giou_1: 0.393 loss_ce_2: 0.3335 loss_bbox_2: 0.1851 loss_giou_2: 0.3574 loss_ce_3: 0.3135 loss_bbox_3: 0.1783 loss_giou_3: 0.3507 loss_ce_4: 0.3069 loss_bbox_4: 0.1761 loss_giou_4: 0.3426 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:13] d2.utils.events INFO: eta: 23:56:05 iter: 143619 total_loss: 5.992 loss_ce: 0.3113 loss_bbox: 0.1939 loss_giou: 0.3558 loss_ce_0: 0.5051 loss_bbox_0: 0.3386 loss_giou_0: 0.5311 loss_ce_1: 0.4121 loss_bbox_1: 0.2362 loss_giou_1: 0.3946 loss_ce_2: 0.3493 loss_bbox_2: 0.2072 loss_giou_2: 0.3633 loss_ce_3: 0.3193 loss_bbox_3: 0.1975 loss_giou_3: 0.3563 loss_ce_4: 0.31 loss_bbox_4: 0.1957 loss_giou_4: 0.3595 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:19] d2.utils.events INFO: eta: 23:56:25 iter: 143639 total_loss: 5.976 loss_ce: 0.3361 loss_bbox: 0.195 loss_giou: 0.3481 loss_ce_0: 0.5113 loss_bbox_0: 0.3429 loss_giou_0: 0.5235 loss_ce_1: 0.4277 loss_bbox_1: 0.2251 loss_giou_1: 0.3977 loss_ce_2: 0.3623 loss_bbox_2: 0.2043 loss_giou_2: 0.367 loss_ce_3: 0.3398 loss_bbox_3: 0.1975 loss_giou_3: 0.3556 loss_ce_4: 0.3364 loss_bbox_4: 0.1951 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:25] d2.utils.events INFO: eta: 23:57:28 iter: 143659 total_loss: 6.064 loss_ce: 0.2993 loss_bbox: 0.2159 loss_giou: 0.3676 loss_ce_0: 0.5127 loss_bbox_0: 0.335 loss_giou_0: 0.5676 loss_ce_1: 0.4078 loss_bbox_1: 0.2446 loss_giou_1: 0.4157 loss_ce_2: 0.3399 loss_bbox_2: 0.2275 loss_giou_2: 0.3861 loss_ce_3: 0.2994 loss_bbox_3: 0.2214 loss_giou_3: 0.3774 loss_ce_4: 0.3021 loss_bbox_4: 0.2141 loss_giou_4: 0.3745 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:30] d2.utils.events INFO: eta: 23:58:01 iter: 143679 total_loss: 6.286 loss_ce: 0.3398 loss_bbox: 0.2089 loss_giou: 0.364 loss_ce_0: 0.5372 loss_bbox_0: 0.3388 loss_giou_0: 0.5644 loss_ce_1: 0.4409 loss_bbox_1: 0.2398 loss_giou_1: 0.4092 loss_ce_2: 0.3791 loss_bbox_2: 0.2187 loss_giou_2: 0.3766 loss_ce_3: 0.3504 loss_bbox_3: 0.2098 loss_giou_3: 0.3619 loss_ce_4: 0.3386 loss_bbox_4: 0.2081 loss_giou_4: 0.3654 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:36] d2.utils.events INFO: eta: 23:58:29 iter: 143699 total_loss: 6.255 loss_ce: 0.3322 loss_bbox: 0.1858 loss_giou: 0.3554 loss_ce_0: 0.5089 loss_bbox_0: 0.3139 loss_giou_0: 0.5709 loss_ce_1: 0.411 loss_bbox_1: 0.2211 loss_giou_1: 0.4102 loss_ce_2: 0.3558 loss_bbox_2: 0.1963 loss_giou_2: 0.3805 loss_ce_3: 0.3254 loss_bbox_3: 0.1937 loss_giou_3: 0.3671 loss_ce_4: 0.333 loss_bbox_4: 0.1881 loss_giou_4: 0.3595 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:42] d2.utils.events INFO: eta: 23:57:36 iter: 143719 total_loss: 6.11 loss_ce: 0.3191 loss_bbox: 0.1945 loss_giou: 0.3413 loss_ce_0: 0.5319 loss_bbox_0: 0.3431 loss_giou_0: 0.5203 loss_ce_1: 0.4142 loss_bbox_1: 0.2346 loss_giou_1: 0.3877 loss_ce_2: 0.357 loss_bbox_2: 0.2055 loss_giou_2: 0.3568 loss_ce_3: 0.3324 loss_bbox_3: 0.1972 loss_giou_3: 0.3459 loss_ce_4: 0.3161 loss_bbox_4: 0.1962 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:47] d2.utils.events INFO: eta: 23:57:30 iter: 143739 total_loss: 6 loss_ce: 0.31 loss_bbox: 0.2023 loss_giou: 0.3487 loss_ce_0: 0.515 loss_bbox_0: 0.3187 loss_giou_0: 0.542 loss_ce_1: 0.3998 loss_bbox_1: 0.2345 loss_giou_1: 0.4221 loss_ce_2: 0.3439 loss_bbox_2: 0.2212 loss_giou_2: 0.3784 loss_ce_3: 0.3223 loss_bbox_3: 0.2087 loss_giou_3: 0.3589 loss_ce_4: 0.308 loss_bbox_4: 0.2027 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:53] d2.utils.events INFO: eta: 23:57:48 iter: 143759 total_loss: 6.128 loss_ce: 0.3343 loss_bbox: 0.2015 loss_giou: 0.3501 loss_ce_0: 0.5218 loss_bbox_0: 0.3494 loss_giou_0: 0.5435 loss_ce_1: 0.4229 loss_bbox_1: 0.2395 loss_giou_1: 0.4102 loss_ce_2: 0.3845 loss_bbox_2: 0.2188 loss_giou_2: 0.3696 loss_ce_3: 0.3527 loss_bbox_3: 0.2056 loss_giou_3: 0.3579 loss_ce_4: 0.3387 loss_bbox_4: 0.2037 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 00:55:59] d2.utils.events INFO: eta: 23:56:46 iter: 143779 total_loss: 5.993 loss_ce: 0.311 loss_bbox: 0.2071 loss_giou: 0.3373 loss_ce_0: 0.5229 loss_bbox_0: 0.345 loss_giou_0: 0.5257 loss_ce_1: 0.4225 loss_bbox_1: 0.2329 loss_giou_1: 0.3815 loss_ce_2: 0.3651 loss_bbox_2: 0.2151 loss_giou_2: 0.3512 loss_ce_3: 0.3275 loss_bbox_3: 0.2095 loss_giou_3: 0.3441 loss_ce_4: 0.3137 loss_bbox_4: 0.2101 loss_giou_4: 0.3425 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:05] d2.utils.events INFO: eta: 23:56:59 iter: 143799 total_loss: 6.266 loss_ce: 0.3265 loss_bbox: 0.2115 loss_giou: 0.3779 loss_ce_0: 0.5298 loss_bbox_0: 0.3432 loss_giou_0: 0.546 loss_ce_1: 0.4266 loss_bbox_1: 0.2379 loss_giou_1: 0.4329 loss_ce_2: 0.3649 loss_bbox_2: 0.2259 loss_giou_2: 0.4021 loss_ce_3: 0.3352 loss_bbox_3: 0.2187 loss_giou_3: 0.3891 loss_ce_4: 0.3255 loss_bbox_4: 0.2117 loss_giou_4: 0.3852 time: 0.2802 data_time: 0.0187 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:10] d2.utils.events INFO: eta: 23:56:32 iter: 143819 total_loss: 5.917 loss_ce: 0.3367 loss_bbox: 0.1952 loss_giou: 0.3154 loss_ce_0: 0.516 loss_bbox_0: 0.3248 loss_giou_0: 0.4975 loss_ce_1: 0.4302 loss_bbox_1: 0.227 loss_giou_1: 0.3616 loss_ce_2: 0.3599 loss_bbox_2: 0.2047 loss_giou_2: 0.3458 loss_ce_3: 0.3443 loss_bbox_3: 0.1973 loss_giou_3: 0.3291 loss_ce_4: 0.3386 loss_bbox_4: 0.1974 loss_giou_4: 0.3199 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:16] d2.utils.events INFO: eta: 23:56:48 iter: 143839 total_loss: 6.158 loss_ce: 0.3274 loss_bbox: 0.1935 loss_giou: 0.3602 loss_ce_0: 0.5335 loss_bbox_0: 0.3341 loss_giou_0: 0.5448 loss_ce_1: 0.4246 loss_bbox_1: 0.236 loss_giou_1: 0.4079 loss_ce_2: 0.3652 loss_bbox_2: 0.2112 loss_giou_2: 0.3731 loss_ce_3: 0.3387 loss_bbox_3: 0.2005 loss_giou_3: 0.3634 loss_ce_4: 0.3274 loss_bbox_4: 0.1983 loss_giou_4: 0.3549 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:22] d2.utils.events INFO: eta: 23:56:49 iter: 143859 total_loss: 6.085 loss_ce: 0.3063 loss_bbox: 0.1959 loss_giou: 0.3468 loss_ce_0: 0.5278 loss_bbox_0: 0.3297 loss_giou_0: 0.5469 loss_ce_1: 0.4234 loss_bbox_1: 0.2262 loss_giou_1: 0.3965 loss_ce_2: 0.365 loss_bbox_2: 0.2088 loss_giou_2: 0.3635 loss_ce_3: 0.3312 loss_bbox_3: 0.2023 loss_giou_3: 0.352 loss_ce_4: 0.3171 loss_bbox_4: 0.1996 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:27] d2.utils.events INFO: eta: 23:56:18 iter: 143879 total_loss: 5.947 loss_ce: 0.3034 loss_bbox: 0.1979 loss_giou: 0.3445 loss_ce_0: 0.5363 loss_bbox_0: 0.3262 loss_giou_0: 0.517 loss_ce_1: 0.413 loss_bbox_1: 0.2387 loss_giou_1: 0.3904 loss_ce_2: 0.3562 loss_bbox_2: 0.2081 loss_giou_2: 0.3575 loss_ce_3: 0.3273 loss_bbox_3: 0.205 loss_giou_3: 0.3453 loss_ce_4: 0.3102 loss_bbox_4: 0.2022 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:33] d2.utils.events INFO: eta: 23:56:38 iter: 143899 total_loss: 5.75 loss_ce: 0.2932 loss_bbox: 0.2004 loss_giou: 0.3374 loss_ce_0: 0.5172 loss_bbox_0: 0.3375 loss_giou_0: 0.508 loss_ce_1: 0.399 loss_bbox_1: 0.2359 loss_giou_1: 0.3827 loss_ce_2: 0.3261 loss_bbox_2: 0.2179 loss_giou_2: 0.3538 loss_ce_3: 0.2991 loss_bbox_3: 0.2098 loss_giou_3: 0.3385 loss_ce_4: 0.2923 loss_bbox_4: 0.2021 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:39] d2.utils.events INFO: eta: 23:54:20 iter: 143919 total_loss: 5.756 loss_ce: 0.3127 loss_bbox: 0.1807 loss_giou: 0.3367 loss_ce_0: 0.5061 loss_bbox_0: 0.3107 loss_giou_0: 0.5343 loss_ce_1: 0.4167 loss_bbox_1: 0.2152 loss_giou_1: 0.3876 loss_ce_2: 0.3598 loss_bbox_2: 0.1961 loss_giou_2: 0.3588 loss_ce_3: 0.3262 loss_bbox_3: 0.1857 loss_giou_3: 0.3461 loss_ce_4: 0.3135 loss_bbox_4: 0.184 loss_giou_4: 0.3396 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:44] d2.utils.events INFO: eta: 23:54:05 iter: 143939 total_loss: 5.802 loss_ce: 0.3065 loss_bbox: 0.1713 loss_giou: 0.3484 loss_ce_0: 0.5186 loss_bbox_0: 0.3127 loss_giou_0: 0.5498 loss_ce_1: 0.4115 loss_bbox_1: 0.207 loss_giou_1: 0.4082 loss_ce_2: 0.3295 loss_bbox_2: 0.1801 loss_giou_2: 0.3739 loss_ce_3: 0.3142 loss_bbox_3: 0.1744 loss_giou_3: 0.3625 loss_ce_4: 0.2995 loss_bbox_4: 0.1732 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:50] d2.utils.events INFO: eta: 23:53:20 iter: 143959 total_loss: 6.046 loss_ce: 0.3031 loss_bbox: 0.187 loss_giou: 0.3494 loss_ce_0: 0.5297 loss_bbox_0: 0.3197 loss_giou_0: 0.5599 loss_ce_1: 0.4186 loss_bbox_1: 0.221 loss_giou_1: 0.41 loss_ce_2: 0.3722 loss_bbox_2: 0.1983 loss_giou_2: 0.3703 loss_ce_3: 0.3313 loss_bbox_3: 0.1933 loss_giou_3: 0.3604 loss_ce_4: 0.3113 loss_bbox_4: 0.1867 loss_giou_4: 0.3505 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 00:56:56] d2.utils.events INFO: eta: 23:52:39 iter: 143979 total_loss: 5.701 loss_ce: 0.3069 loss_bbox: 0.1904 loss_giou: 0.326 loss_ce_0: 0.5188 loss_bbox_0: 0.3265 loss_giou_0: 0.5263 loss_ce_1: 0.4087 loss_bbox_1: 0.2185 loss_giou_1: 0.3758 loss_ce_2: 0.3582 loss_bbox_2: 0.2065 loss_giou_2: 0.3414 loss_ce_3: 0.3221 loss_bbox_3: 0.196 loss_giou_3: 0.3321 loss_ce_4: 0.3089 loss_bbox_4: 0.1918 loss_giou_4: 0.3294 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:01] d2.utils.events INFO: eta: 23:52:21 iter: 143999 total_loss: 6.043 loss_ce: 0.329 loss_bbox: 0.2064 loss_giou: 0.3358 loss_ce_0: 0.525 loss_bbox_0: 0.3418 loss_giou_0: 0.5365 loss_ce_1: 0.4165 loss_bbox_1: 0.2564 loss_giou_1: 0.393 loss_ce_2: 0.3606 loss_bbox_2: 0.2299 loss_giou_2: 0.3533 loss_ce_3: 0.3365 loss_bbox_3: 0.2229 loss_giou_3: 0.3465 loss_ce_4: 0.3302 loss_bbox_4: 0.22 loss_giou_4: 0.3404 time: 0.2802 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:07] d2.utils.events INFO: eta: 23:52:15 iter: 144019 total_loss: 5.767 loss_ce: 0.299 loss_bbox: 0.1742 loss_giou: 0.3303 loss_ce_0: 0.4861 loss_bbox_0: 0.3201 loss_giou_0: 0.5176 loss_ce_1: 0.407 loss_bbox_1: 0.2122 loss_giou_1: 0.3736 loss_ce_2: 0.338 loss_bbox_2: 0.1884 loss_giou_2: 0.346 loss_ce_3: 0.3043 loss_bbox_3: 0.1813 loss_giou_3: 0.3365 loss_ce_4: 0.2973 loss_bbox_4: 0.1748 loss_giou_4: 0.3308 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:13] d2.utils.events INFO: eta: 23:52:13 iter: 144039 total_loss: 5.912 loss_ce: 0.3269 loss_bbox: 0.1957 loss_giou: 0.3311 loss_ce_0: 0.5291 loss_bbox_0: 0.3432 loss_giou_0: 0.5295 loss_ce_1: 0.4213 loss_bbox_1: 0.2334 loss_giou_1: 0.3855 loss_ce_2: 0.3531 loss_bbox_2: 0.2135 loss_giou_2: 0.3567 loss_ce_3: 0.3364 loss_bbox_3: 0.2055 loss_giou_3: 0.343 loss_ce_4: 0.3265 loss_bbox_4: 0.2 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:18] d2.utils.events INFO: eta: 23:52:24 iter: 144059 total_loss: 5.992 loss_ce: 0.2975 loss_bbox: 0.2007 loss_giou: 0.3482 loss_ce_0: 0.4983 loss_bbox_0: 0.3407 loss_giou_0: 0.547 loss_ce_1: 0.4052 loss_bbox_1: 0.2327 loss_giou_1: 0.4042 loss_ce_2: 0.3529 loss_bbox_2: 0.2185 loss_giou_2: 0.3733 loss_ce_3: 0.3133 loss_bbox_3: 0.2085 loss_giou_3: 0.3615 loss_ce_4: 0.3009 loss_bbox_4: 0.2086 loss_giou_4: 0.3512 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:24] d2.utils.events INFO: eta: 23:52:12 iter: 144079 total_loss: 5.906 loss_ce: 0.3116 loss_bbox: 0.1923 loss_giou: 0.3363 loss_ce_0: 0.4998 loss_bbox_0: 0.3351 loss_giou_0: 0.5455 loss_ce_1: 0.399 loss_bbox_1: 0.2327 loss_giou_1: 0.393 loss_ce_2: 0.3426 loss_bbox_2: 0.21 loss_giou_2: 0.3705 loss_ce_3: 0.3191 loss_bbox_3: 0.1999 loss_giou_3: 0.3558 loss_ce_4: 0.3111 loss_bbox_4: 0.194 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:30] d2.utils.events INFO: eta: 23:52:05 iter: 144099 total_loss: 5.843 loss_ce: 0.3122 loss_bbox: 0.1998 loss_giou: 0.3375 loss_ce_0: 0.5081 loss_bbox_0: 0.3315 loss_giou_0: 0.5327 loss_ce_1: 0.413 loss_bbox_1: 0.2272 loss_giou_1: 0.3835 loss_ce_2: 0.3425 loss_bbox_2: 0.2139 loss_giou_2: 0.357 loss_ce_3: 0.3128 loss_bbox_3: 0.2061 loss_giou_3: 0.3455 loss_ce_4: 0.312 loss_bbox_4: 0.202 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:36] d2.utils.events INFO: eta: 23:51:37 iter: 144119 total_loss: 5.879 loss_ce: 0.3002 loss_bbox: 0.1788 loss_giou: 0.3313 loss_ce_0: 0.5206 loss_bbox_0: 0.3127 loss_giou_0: 0.4906 loss_ce_1: 0.4181 loss_bbox_1: 0.2164 loss_giou_1: 0.3794 loss_ce_2: 0.3486 loss_bbox_2: 0.1993 loss_giou_2: 0.3499 loss_ce_3: 0.3077 loss_bbox_3: 0.191 loss_giou_3: 0.3348 loss_ce_4: 0.3049 loss_bbox_4: 0.185 loss_giou_4: 0.332 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:41] d2.utils.events INFO: eta: 23:51:42 iter: 144139 total_loss: 5.879 loss_ce: 0.3195 loss_bbox: 0.1953 loss_giou: 0.3345 loss_ce_0: 0.5028 loss_bbox_0: 0.3248 loss_giou_0: 0.5287 loss_ce_1: 0.4104 loss_bbox_1: 0.2242 loss_giou_1: 0.3891 loss_ce_2: 0.3476 loss_bbox_2: 0.2026 loss_giou_2: 0.3499 loss_ce_3: 0.317 loss_bbox_3: 0.1983 loss_giou_3: 0.3398 loss_ce_4: 0.3165 loss_bbox_4: 0.1964 loss_giou_4: 0.3366 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:47] d2.utils.events INFO: eta: 23:51:39 iter: 144159 total_loss: 6.034 loss_ce: 0.3195 loss_bbox: 0.1844 loss_giou: 0.3416 loss_ce_0: 0.5495 loss_bbox_0: 0.3333 loss_giou_0: 0.544 loss_ce_1: 0.4235 loss_bbox_1: 0.2292 loss_giou_1: 0.3956 loss_ce_2: 0.3488 loss_bbox_2: 0.2058 loss_giou_2: 0.3646 loss_ce_3: 0.3316 loss_bbox_3: 0.1965 loss_giou_3: 0.346 loss_ce_4: 0.3206 loss_bbox_4: 0.1855 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:53] d2.utils.events INFO: eta: 23:51:33 iter: 144179 total_loss: 5.94 loss_ce: 0.3088 loss_bbox: 0.1895 loss_giou: 0.3459 loss_ce_0: 0.5134 loss_bbox_0: 0.3251 loss_giou_0: 0.5169 loss_ce_1: 0.4152 loss_bbox_1: 0.2307 loss_giou_1: 0.396 loss_ce_2: 0.349 loss_bbox_2: 0.2067 loss_giou_2: 0.3688 loss_ce_3: 0.3197 loss_bbox_3: 0.1926 loss_giou_3: 0.3445 loss_ce_4: 0.3088 loss_bbox_4: 0.1896 loss_giou_4: 0.3391 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 00:57:58] d2.utils.events INFO: eta: 23:51:33 iter: 144199 total_loss: 6.089 loss_ce: 0.3109 loss_bbox: 0.2005 loss_giou: 0.3393 loss_ce_0: 0.5212 loss_bbox_0: 0.3408 loss_giou_0: 0.522 loss_ce_1: 0.407 loss_bbox_1: 0.2363 loss_giou_1: 0.3922 loss_ce_2: 0.3417 loss_bbox_2: 0.2158 loss_giou_2: 0.3579 loss_ce_3: 0.3181 loss_bbox_3: 0.2056 loss_giou_3: 0.3468 loss_ce_4: 0.3145 loss_bbox_4: 0.1988 loss_giou_4: 0.3395 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:04] d2.utils.events INFO: eta: 23:51:39 iter: 144219 total_loss: 5.753 loss_ce: 0.322 loss_bbox: 0.1902 loss_giou: 0.3267 loss_ce_0: 0.496 loss_bbox_0: 0.337 loss_giou_0: 0.516 loss_ce_1: 0.4134 loss_bbox_1: 0.2185 loss_giou_1: 0.3812 loss_ce_2: 0.356 loss_bbox_2: 0.2002 loss_giou_2: 0.3522 loss_ce_3: 0.3295 loss_bbox_3: 0.1983 loss_giou_3: 0.3403 loss_ce_4: 0.32 loss_bbox_4: 0.1941 loss_giou_4: 0.3279 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:10] d2.utils.events INFO: eta: 23:52:01 iter: 144239 total_loss: 6.152 loss_ce: 0.3197 loss_bbox: 0.1864 loss_giou: 0.3586 loss_ce_0: 0.5224 loss_bbox_0: 0.3291 loss_giou_0: 0.5498 loss_ce_1: 0.4249 loss_bbox_1: 0.2304 loss_giou_1: 0.4074 loss_ce_2: 0.3655 loss_bbox_2: 0.2079 loss_giou_2: 0.3703 loss_ce_3: 0.3286 loss_bbox_3: 0.1956 loss_giou_3: 0.3644 loss_ce_4: 0.3231 loss_bbox_4: 0.1955 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:16] d2.utils.events INFO: eta: 23:53:13 iter: 144259 total_loss: 5.855 loss_ce: 0.3082 loss_bbox: 0.1805 loss_giou: 0.3671 loss_ce_0: 0.5104 loss_bbox_0: 0.3094 loss_giou_0: 0.5608 loss_ce_1: 0.3995 loss_bbox_1: 0.2172 loss_giou_1: 0.4243 loss_ce_2: 0.3517 loss_bbox_2: 0.1978 loss_giou_2: 0.3837 loss_ce_3: 0.312 loss_bbox_3: 0.1891 loss_giou_3: 0.3648 loss_ce_4: 0.3143 loss_bbox_4: 0.1827 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:22] d2.utils.events INFO: eta: 23:53:01 iter: 144279 total_loss: 5.803 loss_ce: 0.2921 loss_bbox: 0.1917 loss_giou: 0.337 loss_ce_0: 0.5028 loss_bbox_0: 0.319 loss_giou_0: 0.5249 loss_ce_1: 0.4032 loss_bbox_1: 0.2245 loss_giou_1: 0.4059 loss_ce_2: 0.3339 loss_bbox_2: 0.2007 loss_giou_2: 0.3587 loss_ce_3: 0.3056 loss_bbox_3: 0.1912 loss_giou_3: 0.3467 loss_ce_4: 0.2983 loss_bbox_4: 0.19 loss_giou_4: 0.3381 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:27] d2.utils.events INFO: eta: 23:53:22 iter: 144299 total_loss: 6.082 loss_ce: 0.3341 loss_bbox: 0.1894 loss_giou: 0.344 loss_ce_0: 0.5444 loss_bbox_0: 0.3304 loss_giou_0: 0.5251 loss_ce_1: 0.4338 loss_bbox_1: 0.2255 loss_giou_1: 0.3956 loss_ce_2: 0.3692 loss_bbox_2: 0.203 loss_giou_2: 0.3663 loss_ce_3: 0.3499 loss_bbox_3: 0.1959 loss_giou_3: 0.352 loss_ce_4: 0.3303 loss_bbox_4: 0.1911 loss_giou_4: 0.3446 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:33] d2.utils.events INFO: eta: 23:54:18 iter: 144319 total_loss: 6.018 loss_ce: 0.3172 loss_bbox: 0.19 loss_giou: 0.3677 loss_ce_0: 0.5113 loss_bbox_0: 0.3285 loss_giou_0: 0.5558 loss_ce_1: 0.4029 loss_bbox_1: 0.2222 loss_giou_1: 0.4158 loss_ce_2: 0.3359 loss_bbox_2: 0.201 loss_giou_2: 0.3852 loss_ce_3: 0.3159 loss_bbox_3: 0.1953 loss_giou_3: 0.377 loss_ce_4: 0.3164 loss_bbox_4: 0.1915 loss_giou_4: 0.3698 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:39] d2.utils.events INFO: eta: 23:54:12 iter: 144339 total_loss: 5.734 loss_ce: 0.3187 loss_bbox: 0.1813 loss_giou: 0.3339 loss_ce_0: 0.5082 loss_bbox_0: 0.326 loss_giou_0: 0.5252 loss_ce_1: 0.4116 loss_bbox_1: 0.2203 loss_giou_1: 0.3747 loss_ce_2: 0.3541 loss_bbox_2: 0.201 loss_giou_2: 0.3509 loss_ce_3: 0.3232 loss_bbox_3: 0.1953 loss_giou_3: 0.3356 loss_ce_4: 0.3116 loss_bbox_4: 0.1823 loss_giou_4: 0.3351 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:44] d2.utils.events INFO: eta: 23:55:02 iter: 144359 total_loss: 6.156 loss_ce: 0.3295 loss_bbox: 0.1973 loss_giou: 0.3626 loss_ce_0: 0.5299 loss_bbox_0: 0.3342 loss_giou_0: 0.5661 loss_ce_1: 0.4246 loss_bbox_1: 0.2274 loss_giou_1: 0.4084 loss_ce_2: 0.373 loss_bbox_2: 0.2148 loss_giou_2: 0.3799 loss_ce_3: 0.3374 loss_bbox_3: 0.2038 loss_giou_3: 0.3693 loss_ce_4: 0.3273 loss_bbox_4: 0.2 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:50] d2.utils.events INFO: eta: 23:53:50 iter: 144379 total_loss: 5.932 loss_ce: 0.3127 loss_bbox: 0.1916 loss_giou: 0.3405 loss_ce_0: 0.5149 loss_bbox_0: 0.3258 loss_giou_0: 0.542 loss_ce_1: 0.4195 loss_bbox_1: 0.2274 loss_giou_1: 0.3802 loss_ce_2: 0.3499 loss_bbox_2: 0.2077 loss_giou_2: 0.3488 loss_ce_3: 0.3182 loss_bbox_3: 0.1984 loss_giou_3: 0.3476 loss_ce_4: 0.314 loss_bbox_4: 0.194 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 00:58:56] d2.utils.events INFO: eta: 23:52:43 iter: 144399 total_loss: 5.669 loss_ce: 0.3025 loss_bbox: 0.1739 loss_giou: 0.3438 loss_ce_0: 0.4906 loss_bbox_0: 0.3104 loss_giou_0: 0.5225 loss_ce_1: 0.3953 loss_bbox_1: 0.2072 loss_giou_1: 0.3859 loss_ce_2: 0.3273 loss_bbox_2: 0.1881 loss_giou_2: 0.3575 loss_ce_3: 0.3057 loss_bbox_3: 0.1807 loss_giou_3: 0.3508 loss_ce_4: 0.3006 loss_bbox_4: 0.176 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:01] d2.utils.events INFO: eta: 23:54:11 iter: 144419 total_loss: 6.039 loss_ce: 0.34 loss_bbox: 0.2173 loss_giou: 0.3433 loss_ce_0: 0.5291 loss_bbox_0: 0.3558 loss_giou_0: 0.5266 loss_ce_1: 0.4377 loss_bbox_1: 0.2445 loss_giou_1: 0.3985 loss_ce_2: 0.3774 loss_bbox_2: 0.2175 loss_giou_2: 0.3619 loss_ce_3: 0.345 loss_bbox_3: 0.2198 loss_giou_3: 0.3555 loss_ce_4: 0.3385 loss_bbox_4: 0.2199 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:07] d2.utils.events INFO: eta: 23:54:27 iter: 144439 total_loss: 5.959 loss_ce: 0.3288 loss_bbox: 0.2094 loss_giou: 0.3529 loss_ce_0: 0.527 loss_bbox_0: 0.3396 loss_giou_0: 0.5357 loss_ce_1: 0.4239 loss_bbox_1: 0.2376 loss_giou_1: 0.401 loss_ce_2: 0.3504 loss_bbox_2: 0.2214 loss_giou_2: 0.3691 loss_ce_3: 0.3425 loss_bbox_3: 0.2135 loss_giou_3: 0.356 loss_ce_4: 0.3319 loss_bbox_4: 0.21 loss_giou_4: 0.3507 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:13] d2.utils.events INFO: eta: 23:54:43 iter: 144459 total_loss: 6.046 loss_ce: 0.3083 loss_bbox: 0.1875 loss_giou: 0.3625 loss_ce_0: 0.5109 loss_bbox_0: 0.3138 loss_giou_0: 0.5733 loss_ce_1: 0.4011 loss_bbox_1: 0.2181 loss_giou_1: 0.4275 loss_ce_2: 0.3536 loss_bbox_2: 0.1944 loss_giou_2: 0.388 loss_ce_3: 0.3194 loss_bbox_3: 0.1891 loss_giou_3: 0.3731 loss_ce_4: 0.314 loss_bbox_4: 0.187 loss_giou_4: 0.3629 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:18] d2.utils.events INFO: eta: 23:54:52 iter: 144479 total_loss: 6.138 loss_ce: 0.312 loss_bbox: 0.1955 loss_giou: 0.3607 loss_ce_0: 0.532 loss_bbox_0: 0.3334 loss_giou_0: 0.552 loss_ce_1: 0.411 loss_bbox_1: 0.2317 loss_giou_1: 0.4161 loss_ce_2: 0.3458 loss_bbox_2: 0.2087 loss_giou_2: 0.3856 loss_ce_3: 0.3274 loss_bbox_3: 0.1962 loss_giou_3: 0.368 loss_ce_4: 0.3097 loss_bbox_4: 0.1938 loss_giou_4: 0.3617 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:24] d2.utils.events INFO: eta: 23:54:27 iter: 144499 total_loss: 5.801 loss_ce: 0.304 loss_bbox: 0.1793 loss_giou: 0.3051 loss_ce_0: 0.5117 loss_bbox_0: 0.322 loss_giou_0: 0.4705 loss_ce_1: 0.3997 loss_bbox_1: 0.2238 loss_giou_1: 0.3557 loss_ce_2: 0.3477 loss_bbox_2: 0.1946 loss_giou_2: 0.3317 loss_ce_3: 0.3258 loss_bbox_3: 0.1875 loss_giou_3: 0.3221 loss_ce_4: 0.3063 loss_bbox_4: 0.1808 loss_giou_4: 0.3073 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:30] d2.utils.events INFO: eta: 23:54:41 iter: 144519 total_loss: 5.958 loss_ce: 0.316 loss_bbox: 0.1741 loss_giou: 0.3636 loss_ce_0: 0.5084 loss_bbox_0: 0.3098 loss_giou_0: 0.5271 loss_ce_1: 0.4128 loss_bbox_1: 0.2155 loss_giou_1: 0.3985 loss_ce_2: 0.3575 loss_bbox_2: 0.1921 loss_giou_2: 0.3776 loss_ce_3: 0.3292 loss_bbox_3: 0.1816 loss_giou_3: 0.3696 loss_ce_4: 0.3196 loss_bbox_4: 0.1773 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:35] d2.utils.events INFO: eta: 23:54:27 iter: 144539 total_loss: 5.981 loss_ce: 0.3076 loss_bbox: 0.1985 loss_giou: 0.3507 loss_ce_0: 0.5073 loss_bbox_0: 0.3319 loss_giou_0: 0.5214 loss_ce_1: 0.418 loss_bbox_1: 0.2285 loss_giou_1: 0.3874 loss_ce_2: 0.337 loss_bbox_2: 0.2079 loss_giou_2: 0.3736 loss_ce_3: 0.3252 loss_bbox_3: 0.2029 loss_giou_3: 0.3581 loss_ce_4: 0.3078 loss_bbox_4: 0.2018 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:41] d2.utils.events INFO: eta: 23:54:06 iter: 144559 total_loss: 5.954 loss_ce: 0.3161 loss_bbox: 0.1859 loss_giou: 0.3595 loss_ce_0: 0.5278 loss_bbox_0: 0.3203 loss_giou_0: 0.5433 loss_ce_1: 0.3986 loss_bbox_1: 0.2197 loss_giou_1: 0.3975 loss_ce_2: 0.341 loss_bbox_2: 0.1927 loss_giou_2: 0.3804 loss_ce_3: 0.3243 loss_bbox_3: 0.1884 loss_giou_3: 0.3673 loss_ce_4: 0.3157 loss_bbox_4: 0.1874 loss_giou_4: 0.3636 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:47] d2.utils.events INFO: eta: 23:52:41 iter: 144579 total_loss: 5.869 loss_ce: 0.3157 loss_bbox: 0.1884 loss_giou: 0.3409 loss_ce_0: 0.5049 loss_bbox_0: 0.3275 loss_giou_0: 0.5203 loss_ce_1: 0.4104 loss_bbox_1: 0.2277 loss_giou_1: 0.3919 loss_ce_2: 0.3396 loss_bbox_2: 0.211 loss_giou_2: 0.3622 loss_ce_3: 0.3232 loss_bbox_3: 0.1942 loss_giou_3: 0.3504 loss_ce_4: 0.3111 loss_bbox_4: 0.1912 loss_giou_4: 0.3404 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:52] d2.utils.events INFO: eta: 23:52:51 iter: 144599 total_loss: 5.856 loss_ce: 0.307 loss_bbox: 0.1801 loss_giou: 0.3419 loss_ce_0: 0.5056 loss_bbox_0: 0.3253 loss_giou_0: 0.5287 loss_ce_1: 0.3943 loss_bbox_1: 0.2288 loss_giou_1: 0.3924 loss_ce_2: 0.3394 loss_bbox_2: 0.1992 loss_giou_2: 0.3601 loss_ce_3: 0.315 loss_bbox_3: 0.1878 loss_giou_3: 0.3508 loss_ce_4: 0.3078 loss_bbox_4: 0.1841 loss_giou_4: 0.3469 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 00:59:58] d2.utils.events INFO: eta: 23:52:45 iter: 144619 total_loss: 5.73 loss_ce: 0.3255 loss_bbox: 0.1854 loss_giou: 0.3486 loss_ce_0: 0.5024 loss_bbox_0: 0.3086 loss_giou_0: 0.5468 loss_ce_1: 0.4066 loss_bbox_1: 0.2159 loss_giou_1: 0.4 loss_ce_2: 0.3432 loss_bbox_2: 0.1998 loss_giou_2: 0.366 loss_ce_3: 0.327 loss_bbox_3: 0.1941 loss_giou_3: 0.355 loss_ce_4: 0.3175 loss_bbox_4: 0.1867 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:04] d2.utils.events INFO: eta: 23:52:24 iter: 144639 total_loss: 5.734 loss_ce: 0.2929 loss_bbox: 0.1907 loss_giou: 0.3396 loss_ce_0: 0.4968 loss_bbox_0: 0.325 loss_giou_0: 0.5087 loss_ce_1: 0.387 loss_bbox_1: 0.2252 loss_giou_1: 0.3854 loss_ce_2: 0.326 loss_bbox_2: 0.2008 loss_giou_2: 0.3506 loss_ce_3: 0.2952 loss_bbox_3: 0.1977 loss_giou_3: 0.3463 loss_ce_4: 0.2906 loss_bbox_4: 0.1895 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:09] d2.utils.events INFO: eta: 23:51:55 iter: 144659 total_loss: 5.964 loss_ce: 0.3062 loss_bbox: 0.1938 loss_giou: 0.3578 loss_ce_0: 0.5167 loss_bbox_0: 0.3259 loss_giou_0: 0.5454 loss_ce_1: 0.404 loss_bbox_1: 0.2294 loss_giou_1: 0.4014 loss_ce_2: 0.3398 loss_bbox_2: 0.2034 loss_giou_2: 0.3712 loss_ce_3: 0.3199 loss_bbox_3: 0.1976 loss_giou_3: 0.3625 loss_ce_4: 0.3091 loss_bbox_4: 0.1956 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:15] d2.utils.events INFO: eta: 23:51:27 iter: 144679 total_loss: 5.852 loss_ce: 0.298 loss_bbox: 0.1995 loss_giou: 0.3486 loss_ce_0: 0.4874 loss_bbox_0: 0.3297 loss_giou_0: 0.5085 loss_ce_1: 0.4029 loss_bbox_1: 0.2221 loss_giou_1: 0.3982 loss_ce_2: 0.3423 loss_bbox_2: 0.2097 loss_giou_2: 0.369 loss_ce_3: 0.3147 loss_bbox_3: 0.2081 loss_giou_3: 0.3591 loss_ce_4: 0.2975 loss_bbox_4: 0.2049 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:21] d2.utils.events INFO: eta: 23:51:25 iter: 144699 total_loss: 6.047 loss_ce: 0.3107 loss_bbox: 0.1946 loss_giou: 0.3514 loss_ce_0: 0.515 loss_bbox_0: 0.3229 loss_giou_0: 0.546 loss_ce_1: 0.4142 loss_bbox_1: 0.2308 loss_giou_1: 0.4084 loss_ce_2: 0.3425 loss_bbox_2: 0.204 loss_giou_2: 0.3622 loss_ce_3: 0.3206 loss_bbox_3: 0.1973 loss_giou_3: 0.3554 loss_ce_4: 0.3197 loss_bbox_4: 0.1959 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:26] d2.utils.events INFO: eta: 23:51:19 iter: 144719 total_loss: 6.238 loss_ce: 0.3146 loss_bbox: 0.2016 loss_giou: 0.3489 loss_ce_0: 0.5148 loss_bbox_0: 0.3244 loss_giou_0: 0.5342 loss_ce_1: 0.4246 loss_bbox_1: 0.2397 loss_giou_1: 0.4005 loss_ce_2: 0.3588 loss_bbox_2: 0.2128 loss_giou_2: 0.3632 loss_ce_3: 0.3255 loss_bbox_3: 0.2016 loss_giou_3: 0.3531 loss_ce_4: 0.3204 loss_bbox_4: 0.2041 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:32] d2.utils.events INFO: eta: 23:51:19 iter: 144739 total_loss: 5.909 loss_ce: 0.3161 loss_bbox: 0.182 loss_giou: 0.3345 loss_ce_0: 0.5228 loss_bbox_0: 0.3363 loss_giou_0: 0.506 loss_ce_1: 0.4195 loss_bbox_1: 0.2307 loss_giou_1: 0.3706 loss_ce_2: 0.3593 loss_bbox_2: 0.1981 loss_giou_2: 0.3522 loss_ce_3: 0.3257 loss_bbox_3: 0.1932 loss_giou_3: 0.338 loss_ce_4: 0.3178 loss_bbox_4: 0.1855 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:38] d2.utils.events INFO: eta: 23:51:08 iter: 144759 total_loss: 5.933 loss_ce: 0.3098 loss_bbox: 0.1823 loss_giou: 0.3666 loss_ce_0: 0.5149 loss_bbox_0: 0.3163 loss_giou_0: 0.5519 loss_ce_1: 0.423 loss_bbox_1: 0.2221 loss_giou_1: 0.4214 loss_ce_2: 0.3546 loss_bbox_2: 0.1954 loss_giou_2: 0.3854 loss_ce_3: 0.3354 loss_bbox_3: 0.1879 loss_giou_3: 0.3776 loss_ce_4: 0.315 loss_bbox_4: 0.1831 loss_giou_4: 0.371 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:44] d2.utils.events INFO: eta: 23:51:56 iter: 144779 total_loss: 5.776 loss_ce: 0.2849 loss_bbox: 0.1776 loss_giou: 0.3261 loss_ce_0: 0.5117 loss_bbox_0: 0.3093 loss_giou_0: 0.4861 loss_ce_1: 0.3918 loss_bbox_1: 0.2051 loss_giou_1: 0.3624 loss_ce_2: 0.3106 loss_bbox_2: 0.1899 loss_giou_2: 0.3371 loss_ce_3: 0.2993 loss_bbox_3: 0.183 loss_giou_3: 0.3302 loss_ce_4: 0.2807 loss_bbox_4: 0.1786 loss_giou_4: 0.3228 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:49] d2.utils.events INFO: eta: 23:51:51 iter: 144799 total_loss: 5.82 loss_ce: 0.307 loss_bbox: 0.191 loss_giou: 0.35 loss_ce_0: 0.5183 loss_bbox_0: 0.3161 loss_giou_0: 0.5224 loss_ce_1: 0.4184 loss_bbox_1: 0.2291 loss_giou_1: 0.3893 loss_ce_2: 0.3495 loss_bbox_2: 0.2077 loss_giou_2: 0.3607 loss_ce_3: 0.3195 loss_bbox_3: 0.1963 loss_giou_3: 0.3573 loss_ce_4: 0.306 loss_bbox_4: 0.1914 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:00:55] d2.utils.events INFO: eta: 23:52:00 iter: 144819 total_loss: 6.172 loss_ce: 0.3165 loss_bbox: 0.2124 loss_giou: 0.3417 loss_ce_0: 0.5005 loss_bbox_0: 0.3426 loss_giou_0: 0.5299 loss_ce_1: 0.3994 loss_bbox_1: 0.2484 loss_giou_1: 0.3928 loss_ce_2: 0.3425 loss_bbox_2: 0.2291 loss_giou_2: 0.3602 loss_ce_3: 0.326 loss_bbox_3: 0.2159 loss_giou_3: 0.3549 loss_ce_4: 0.3145 loss_bbox_4: 0.2153 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:01] d2.utils.events INFO: eta: 23:51:54 iter: 144839 total_loss: 6.117 loss_ce: 0.319 loss_bbox: 0.1995 loss_giou: 0.3495 loss_ce_0: 0.5397 loss_bbox_0: 0.3487 loss_giou_0: 0.5146 loss_ce_1: 0.4303 loss_bbox_1: 0.2384 loss_giou_1: 0.3877 loss_ce_2: 0.3717 loss_bbox_2: 0.2198 loss_giou_2: 0.3599 loss_ce_3: 0.3282 loss_bbox_3: 0.2099 loss_giou_3: 0.3489 loss_ce_4: 0.3148 loss_bbox_4: 0.2035 loss_giou_4: 0.3531 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:06] d2.utils.events INFO: eta: 23:51:47 iter: 144859 total_loss: 6.083 loss_ce: 0.3316 loss_bbox: 0.2086 loss_giou: 0.343 loss_ce_0: 0.5345 loss_bbox_0: 0.3283 loss_giou_0: 0.5084 loss_ce_1: 0.4344 loss_bbox_1: 0.242 loss_giou_1: 0.3905 loss_ce_2: 0.3616 loss_bbox_2: 0.2173 loss_giou_2: 0.3669 loss_ce_3: 0.3332 loss_bbox_3: 0.2119 loss_giou_3: 0.3559 loss_ce_4: 0.335 loss_bbox_4: 0.2084 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:12] d2.utils.events INFO: eta: 23:52:04 iter: 144879 total_loss: 6.02 loss_ce: 0.3153 loss_bbox: 0.1945 loss_giou: 0.3485 loss_ce_0: 0.5195 loss_bbox_0: 0.3056 loss_giou_0: 0.5236 loss_ce_1: 0.4136 loss_bbox_1: 0.2221 loss_giou_1: 0.3913 loss_ce_2: 0.3613 loss_bbox_2: 0.197 loss_giou_2: 0.3702 loss_ce_3: 0.3228 loss_bbox_3: 0.1915 loss_giou_3: 0.352 loss_ce_4: 0.3147 loss_bbox_4: 0.1927 loss_giou_4: 0.3476 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:18] d2.utils.events INFO: eta: 23:51:37 iter: 144899 total_loss: 5.944 loss_ce: 0.2965 loss_bbox: 0.1974 loss_giou: 0.357 loss_ce_0: 0.5146 loss_bbox_0: 0.3324 loss_giou_0: 0.5404 loss_ce_1: 0.4005 loss_bbox_1: 0.2262 loss_giou_1: 0.4014 loss_ce_2: 0.3407 loss_bbox_2: 0.206 loss_giou_2: 0.3797 loss_ce_3: 0.3134 loss_bbox_3: 0.209 loss_giou_3: 0.3673 loss_ce_4: 0.2995 loss_bbox_4: 0.1954 loss_giou_4: 0.3647 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:23] d2.utils.events INFO: eta: 23:52:36 iter: 144919 total_loss: 5.797 loss_ce: 0.2799 loss_bbox: 0.1884 loss_giou: 0.3525 loss_ce_0: 0.4949 loss_bbox_0: 0.3212 loss_giou_0: 0.5265 loss_ce_1: 0.3953 loss_bbox_1: 0.2289 loss_giou_1: 0.3938 loss_ce_2: 0.3306 loss_bbox_2: 0.2095 loss_giou_2: 0.361 loss_ce_3: 0.3006 loss_bbox_3: 0.1955 loss_giou_3: 0.3616 loss_ce_4: 0.2833 loss_bbox_4: 0.1883 loss_giou_4: 0.3528 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:29] d2.utils.events INFO: eta: 23:51:57 iter: 144939 total_loss: 5.714 loss_ce: 0.3114 loss_bbox: 0.1758 loss_giou: 0.3533 loss_ce_0: 0.4935 loss_bbox_0: 0.3086 loss_giou_0: 0.5469 loss_ce_1: 0.4027 loss_bbox_1: 0.2079 loss_giou_1: 0.4012 loss_ce_2: 0.3412 loss_bbox_2: 0.1897 loss_giou_2: 0.3705 loss_ce_3: 0.3157 loss_bbox_3: 0.1853 loss_giou_3: 0.3631 loss_ce_4: 0.3118 loss_bbox_4: 0.1784 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:35] d2.utils.events INFO: eta: 23:51:53 iter: 144959 total_loss: 6.073 loss_ce: 0.3366 loss_bbox: 0.1994 loss_giou: 0.3397 loss_ce_0: 0.5049 loss_bbox_0: 0.3383 loss_giou_0: 0.5339 loss_ce_1: 0.41 loss_bbox_1: 0.2466 loss_giou_1: 0.4047 loss_ce_2: 0.3596 loss_bbox_2: 0.2156 loss_giou_2: 0.3673 loss_ce_3: 0.3517 loss_bbox_3: 0.2041 loss_giou_3: 0.3508 loss_ce_4: 0.3354 loss_bbox_4: 0.2017 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:41] d2.utils.events INFO: eta: 23:52:00 iter: 144979 total_loss: 6.194 loss_ce: 0.314 loss_bbox: 0.2042 loss_giou: 0.3481 loss_ce_0: 0.5281 loss_bbox_0: 0.3431 loss_giou_0: 0.55 loss_ce_1: 0.4121 loss_bbox_1: 0.2426 loss_giou_1: 0.3946 loss_ce_2: 0.3557 loss_bbox_2: 0.2156 loss_giou_2: 0.3673 loss_ce_3: 0.3225 loss_bbox_3: 0.2064 loss_giou_3: 0.3562 loss_ce_4: 0.3095 loss_bbox_4: 0.1986 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:47] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0144999.pth [11/03 01:01:49] d2.utils.events INFO: eta: 23:51:44 iter: 144999 total_loss: 5.796 loss_ce: 0.313 loss_bbox: 0.1929 loss_giou: 0.3542 loss_ce_0: 0.5024 loss_bbox_0: 0.322 loss_giou_0: 0.5206 loss_ce_1: 0.4146 loss_bbox_1: 0.2239 loss_giou_1: 0.4035 loss_ce_2: 0.3434 loss_bbox_2: 0.1987 loss_giou_2: 0.3727 loss_ce_3: 0.3213 loss_bbox_3: 0.1955 loss_giou_3: 0.3586 loss_ce_4: 0.3127 loss_bbox_4: 0.1931 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 01:01:54] d2.utils.events INFO: eta: 23:51:38 iter: 145019 total_loss: 5.82 loss_ce: 0.2974 loss_bbox: 0.1843 loss_giou: 0.3341 loss_ce_0: 0.5078 loss_bbox_0: 0.3182 loss_giou_0: 0.5282 loss_ce_1: 0.402 loss_bbox_1: 0.2239 loss_giou_1: 0.3844 loss_ce_2: 0.3407 loss_bbox_2: 0.1996 loss_giou_2: 0.3483 loss_ce_3: 0.3199 loss_bbox_3: 0.1897 loss_giou_3: 0.3391 loss_ce_4: 0.2999 loss_bbox_4: 0.1867 loss_giou_4: 0.3417 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:00] d2.utils.events INFO: eta: 23:51:33 iter: 145039 total_loss: 5.781 loss_ce: 0.3289 loss_bbox: 0.1935 loss_giou: 0.3385 loss_ce_0: 0.507 loss_bbox_0: 0.3177 loss_giou_0: 0.5058 loss_ce_1: 0.415 loss_bbox_1: 0.2231 loss_giou_1: 0.3849 loss_ce_2: 0.3546 loss_bbox_2: 0.2073 loss_giou_2: 0.3562 loss_ce_3: 0.3306 loss_bbox_3: 0.2021 loss_giou_3: 0.3459 loss_ce_4: 0.3228 loss_bbox_4: 0.1952 loss_giou_4: 0.3445 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:06] d2.utils.events INFO: eta: 23:51:59 iter: 145059 total_loss: 6.316 loss_ce: 0.3483 loss_bbox: 0.1981 loss_giou: 0.3612 loss_ce_0: 0.5293 loss_bbox_0: 0.3298 loss_giou_0: 0.5695 loss_ce_1: 0.4336 loss_bbox_1: 0.2337 loss_giou_1: 0.4267 loss_ce_2: 0.3745 loss_bbox_2: 0.211 loss_giou_2: 0.3894 loss_ce_3: 0.3563 loss_bbox_3: 0.2078 loss_giou_3: 0.3788 loss_ce_4: 0.3486 loss_bbox_4: 0.2045 loss_giou_4: 0.367 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:11] d2.utils.events INFO: eta: 23:51:45 iter: 145079 total_loss: 5.808 loss_ce: 0.3036 loss_bbox: 0.1999 loss_giou: 0.3327 loss_ce_0: 0.5026 loss_bbox_0: 0.3368 loss_giou_0: 0.5029 loss_ce_1: 0.3931 loss_bbox_1: 0.2308 loss_giou_1: 0.3711 loss_ce_2: 0.3316 loss_bbox_2: 0.2071 loss_giou_2: 0.3558 loss_ce_3: 0.3001 loss_bbox_3: 0.209 loss_giou_3: 0.3405 loss_ce_4: 0.2973 loss_bbox_4: 0.2021 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:17] d2.utils.events INFO: eta: 23:51:02 iter: 145099 total_loss: 5.986 loss_ce: 0.3132 loss_bbox: 0.2014 loss_giou: 0.353 loss_ce_0: 0.5273 loss_bbox_0: 0.3353 loss_giou_0: 0.5404 loss_ce_1: 0.4249 loss_bbox_1: 0.2328 loss_giou_1: 0.4131 loss_ce_2: 0.3617 loss_bbox_2: 0.2194 loss_giou_2: 0.3787 loss_ce_3: 0.325 loss_bbox_3: 0.207 loss_giou_3: 0.3628 loss_ce_4: 0.3162 loss_bbox_4: 0.2064 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:23] d2.utils.events INFO: eta: 23:51:34 iter: 145119 total_loss: 6.275 loss_ce: 0.3318 loss_bbox: 0.2101 loss_giou: 0.3378 loss_ce_0: 0.5201 loss_bbox_0: 0.3282 loss_giou_0: 0.5161 loss_ce_1: 0.423 loss_bbox_1: 0.2464 loss_giou_1: 0.3851 loss_ce_2: 0.3744 loss_bbox_2: 0.2277 loss_giou_2: 0.3544 loss_ce_3: 0.3426 loss_bbox_3: 0.2165 loss_giou_3: 0.3478 loss_ce_4: 0.3299 loss_bbox_4: 0.2097 loss_giou_4: 0.3407 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:28] d2.utils.events INFO: eta: 23:51:07 iter: 145139 total_loss: 5.949 loss_ce: 0.3373 loss_bbox: 0.1875 loss_giou: 0.347 loss_ce_0: 0.5177 loss_bbox_0: 0.3205 loss_giou_0: 0.5416 loss_ce_1: 0.4119 loss_bbox_1: 0.2245 loss_giou_1: 0.4032 loss_ce_2: 0.3455 loss_bbox_2: 0.2078 loss_giou_2: 0.3657 loss_ce_3: 0.3294 loss_bbox_3: 0.2038 loss_giou_3: 0.3615 loss_ce_4: 0.3274 loss_bbox_4: 0.1899 loss_giou_4: 0.3528 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:34] d2.utils.events INFO: eta: 23:50:45 iter: 145159 total_loss: 5.875 loss_ce: 0.3106 loss_bbox: 0.1847 loss_giou: 0.3408 loss_ce_0: 0.5157 loss_bbox_0: 0.3196 loss_giou_0: 0.5126 loss_ce_1: 0.409 loss_bbox_1: 0.2181 loss_giou_1: 0.3905 loss_ce_2: 0.3469 loss_bbox_2: 0.1977 loss_giou_2: 0.3589 loss_ce_3: 0.3184 loss_bbox_3: 0.1945 loss_giou_3: 0.357 loss_ce_4: 0.3127 loss_bbox_4: 0.1911 loss_giou_4: 0.3395 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:40] d2.utils.events INFO: eta: 23:50:53 iter: 145179 total_loss: 6.073 loss_ce: 0.3098 loss_bbox: 0.201 loss_giou: 0.3443 loss_ce_0: 0.5235 loss_bbox_0: 0.3259 loss_giou_0: 0.5246 loss_ce_1: 0.3959 loss_bbox_1: 0.227 loss_giou_1: 0.3932 loss_ce_2: 0.3587 loss_bbox_2: 0.2089 loss_giou_2: 0.3588 loss_ce_3: 0.3292 loss_bbox_3: 0.2028 loss_giou_3: 0.3523 loss_ce_4: 0.3145 loss_bbox_4: 0.2021 loss_giou_4: 0.3478 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:45] d2.utils.events INFO: eta: 23:50:15 iter: 145199 total_loss: 5.964 loss_ce: 0.3336 loss_bbox: 0.1825 loss_giou: 0.3317 loss_ce_0: 0.5101 loss_bbox_0: 0.3144 loss_giou_0: 0.5321 loss_ce_1: 0.4143 loss_bbox_1: 0.2178 loss_giou_1: 0.3945 loss_ce_2: 0.3632 loss_bbox_2: 0.1958 loss_giou_2: 0.3637 loss_ce_3: 0.3436 loss_bbox_3: 0.1849 loss_giou_3: 0.3495 loss_ce_4: 0.3295 loss_bbox_4: 0.1811 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:51] d2.utils.events INFO: eta: 23:50:06 iter: 145219 total_loss: 6.051 loss_ce: 0.3097 loss_bbox: 0.2095 loss_giou: 0.3603 loss_ce_0: 0.5093 loss_bbox_0: 0.3351 loss_giou_0: 0.5204 loss_ce_1: 0.4074 loss_bbox_1: 0.2427 loss_giou_1: 0.3927 loss_ce_2: 0.3502 loss_bbox_2: 0.2187 loss_giou_2: 0.3696 loss_ce_3: 0.3243 loss_bbox_3: 0.2099 loss_giou_3: 0.3619 loss_ce_4: 0.3103 loss_bbox_4: 0.2189 loss_giou_4: 0.3632 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 01:02:57] d2.utils.events INFO: eta: 23:49:56 iter: 145239 total_loss: 5.84 loss_ce: 0.2983 loss_bbox: 0.1929 loss_giou: 0.3374 loss_ce_0: 0.5204 loss_bbox_0: 0.3349 loss_giou_0: 0.532 loss_ce_1: 0.4099 loss_bbox_1: 0.2343 loss_giou_1: 0.3892 loss_ce_2: 0.3491 loss_bbox_2: 0.2068 loss_giou_2: 0.359 loss_ce_3: 0.3086 loss_bbox_3: 0.201 loss_giou_3: 0.3402 loss_ce_4: 0.2963 loss_bbox_4: 0.1923 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:03] d2.utils.events INFO: eta: 23:49:29 iter: 145259 total_loss: 5.841 loss_ce: 0.3132 loss_bbox: 0.1939 loss_giou: 0.3466 loss_ce_0: 0.5085 loss_bbox_0: 0.308 loss_giou_0: 0.5173 loss_ce_1: 0.4195 loss_bbox_1: 0.2331 loss_giou_1: 0.3989 loss_ce_2: 0.3475 loss_bbox_2: 0.21 loss_giou_2: 0.3684 loss_ce_3: 0.3217 loss_bbox_3: 0.2055 loss_giou_3: 0.3583 loss_ce_4: 0.3101 loss_bbox_4: 0.1957 loss_giou_4: 0.3552 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:08] d2.utils.events INFO: eta: 23:49:24 iter: 145279 total_loss: 6.048 loss_ce: 0.3179 loss_bbox: 0.1901 loss_giou: 0.3721 loss_ce_0: 0.5255 loss_bbox_0: 0.3223 loss_giou_0: 0.5665 loss_ce_1: 0.4117 loss_bbox_1: 0.2162 loss_giou_1: 0.4114 loss_ce_2: 0.3589 loss_bbox_2: 0.197 loss_giou_2: 0.3904 loss_ce_3: 0.3218 loss_bbox_3: 0.1936 loss_giou_3: 0.3782 loss_ce_4: 0.3158 loss_bbox_4: 0.1927 loss_giou_4: 0.375 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:14] d2.utils.events INFO: eta: 23:49:22 iter: 145299 total_loss: 5.852 loss_ce: 0.3118 loss_bbox: 0.1915 loss_giou: 0.353 loss_ce_0: 0.5116 loss_bbox_0: 0.3329 loss_giou_0: 0.5322 loss_ce_1: 0.407 loss_bbox_1: 0.2187 loss_giou_1: 0.4096 loss_ce_2: 0.3453 loss_bbox_2: 0.2041 loss_giou_2: 0.3734 loss_ce_3: 0.3242 loss_bbox_3: 0.196 loss_giou_3: 0.3653 loss_ce_4: 0.3158 loss_bbox_4: 0.1924 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:20] d2.utils.events INFO: eta: 23:48:34 iter: 145319 total_loss: 6.209 loss_ce: 0.3263 loss_bbox: 0.1902 loss_giou: 0.3722 loss_ce_0: 0.5265 loss_bbox_0: 0.3276 loss_giou_0: 0.5634 loss_ce_1: 0.4207 loss_bbox_1: 0.2203 loss_giou_1: 0.4122 loss_ce_2: 0.3562 loss_bbox_2: 0.2065 loss_giou_2: 0.38 loss_ce_3: 0.3346 loss_bbox_3: 0.1971 loss_giou_3: 0.3674 loss_ce_4: 0.3227 loss_bbox_4: 0.1925 loss_giou_4: 0.3682 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:25] d2.utils.events INFO: eta: 23:48:48 iter: 145339 total_loss: 5.765 loss_ce: 0.2882 loss_bbox: 0.1961 loss_giou: 0.3525 loss_ce_0: 0.5062 loss_bbox_0: 0.3233 loss_giou_0: 0.5181 loss_ce_1: 0.3898 loss_bbox_1: 0.2203 loss_giou_1: 0.4004 loss_ce_2: 0.3192 loss_bbox_2: 0.2132 loss_giou_2: 0.3683 loss_ce_3: 0.3067 loss_bbox_3: 0.2049 loss_giou_3: 0.363 loss_ce_4: 0.2965 loss_bbox_4: 0.199 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:31] d2.utils.events INFO: eta: 23:48:05 iter: 145359 total_loss: 5.995 loss_ce: 0.3339 loss_bbox: 0.2025 loss_giou: 0.3349 loss_ce_0: 0.5331 loss_bbox_0: 0.3452 loss_giou_0: 0.5179 loss_ce_1: 0.4266 loss_bbox_1: 0.2436 loss_giou_1: 0.3762 loss_ce_2: 0.3705 loss_bbox_2: 0.2186 loss_giou_2: 0.343 loss_ce_3: 0.35 loss_bbox_3: 0.2107 loss_giou_3: 0.3356 loss_ce_4: 0.3384 loss_bbox_4: 0.2064 loss_giou_4: 0.334 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:37] d2.utils.events INFO: eta: 23:48:18 iter: 145379 total_loss: 6.09 loss_ce: 0.3277 loss_bbox: 0.1999 loss_giou: 0.3208 loss_ce_0: 0.5326 loss_bbox_0: 0.3389 loss_giou_0: 0.5184 loss_ce_1: 0.4315 loss_bbox_1: 0.2324 loss_giou_1: 0.3738 loss_ce_2: 0.371 loss_bbox_2: 0.211 loss_giou_2: 0.3409 loss_ce_3: 0.3443 loss_bbox_3: 0.207 loss_giou_3: 0.3302 loss_ce_4: 0.3344 loss_bbox_4: 0.2016 loss_giou_4: 0.323 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:42] d2.utils.events INFO: eta: 23:48:05 iter: 145399 total_loss: 6.063 loss_ce: 0.3142 loss_bbox: 0.1899 loss_giou: 0.3548 loss_ce_0: 0.5194 loss_bbox_0: 0.3222 loss_giou_0: 0.545 loss_ce_1: 0.4057 loss_bbox_1: 0.2229 loss_giou_1: 0.4075 loss_ce_2: 0.3425 loss_bbox_2: 0.1994 loss_giou_2: 0.3754 loss_ce_3: 0.3202 loss_bbox_3: 0.1971 loss_giou_3: 0.3631 loss_ce_4: 0.3125 loss_bbox_4: 0.1927 loss_giou_4: 0.362 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:48] d2.utils.events INFO: eta: 23:47:40 iter: 145419 total_loss: 5.929 loss_ce: 0.3202 loss_bbox: 0.2024 loss_giou: 0.3375 loss_ce_0: 0.516 loss_bbox_0: 0.3322 loss_giou_0: 0.5129 loss_ce_1: 0.412 loss_bbox_1: 0.2327 loss_giou_1: 0.3849 loss_ce_2: 0.3525 loss_bbox_2: 0.2092 loss_giou_2: 0.3574 loss_ce_3: 0.3264 loss_bbox_3: 0.2101 loss_giou_3: 0.3458 loss_ce_4: 0.3272 loss_bbox_4: 0.2057 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:54] d2.utils.events INFO: eta: 23:47:53 iter: 145439 total_loss: 5.858 loss_ce: 0.2898 loss_bbox: 0.1989 loss_giou: 0.3473 loss_ce_0: 0.5179 loss_bbox_0: 0.347 loss_giou_0: 0.5126 loss_ce_1: 0.4165 loss_bbox_1: 0.2435 loss_giou_1: 0.394 loss_ce_2: 0.3329 loss_bbox_2: 0.2161 loss_giou_2: 0.3634 loss_ce_3: 0.3046 loss_bbox_3: 0.207 loss_giou_3: 0.3555 loss_ce_4: 0.2995 loss_bbox_4: 0.2012 loss_giou_4: 0.3488 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 01:03:59] d2.utils.events INFO: eta: 23:47:48 iter: 145459 total_loss: 5.952 loss_ce: 0.3306 loss_bbox: 0.1953 loss_giou: 0.3477 loss_ce_0: 0.5244 loss_bbox_0: 0.3403 loss_giou_0: 0.5287 loss_ce_1: 0.4308 loss_bbox_1: 0.2452 loss_giou_1: 0.3974 loss_ce_2: 0.3665 loss_bbox_2: 0.2127 loss_giou_2: 0.3687 loss_ce_3: 0.3521 loss_bbox_3: 0.2019 loss_giou_3: 0.3512 loss_ce_4: 0.331 loss_bbox_4: 0.1993 loss_giou_4: 0.3492 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:05] d2.utils.events INFO: eta: 23:47:23 iter: 145479 total_loss: 6.097 loss_ce: 0.3352 loss_bbox: 0.194 loss_giou: 0.3427 loss_ce_0: 0.5353 loss_bbox_0: 0.3178 loss_giou_0: 0.5213 loss_ce_1: 0.4353 loss_bbox_1: 0.2328 loss_giou_1: 0.4007 loss_ce_2: 0.3662 loss_bbox_2: 0.2091 loss_giou_2: 0.3698 loss_ce_3: 0.344 loss_bbox_3: 0.1988 loss_giou_3: 0.3512 loss_ce_4: 0.3299 loss_bbox_4: 0.1949 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:11] d2.utils.events INFO: eta: 23:47:44 iter: 145499 total_loss: 5.927 loss_ce: 0.3309 loss_bbox: 0.2048 loss_giou: 0.3578 loss_ce_0: 0.5327 loss_bbox_0: 0.3396 loss_giou_0: 0.5266 loss_ce_1: 0.4236 loss_bbox_1: 0.2318 loss_giou_1: 0.3955 loss_ce_2: 0.3534 loss_bbox_2: 0.2147 loss_giou_2: 0.3667 loss_ce_3: 0.3335 loss_bbox_3: 0.2075 loss_giou_3: 0.3634 loss_ce_4: 0.3319 loss_bbox_4: 0.2048 loss_giou_4: 0.3577 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:17] d2.utils.events INFO: eta: 23:47:33 iter: 145519 total_loss: 5.928 loss_ce: 0.3261 loss_bbox: 0.1979 loss_giou: 0.3655 loss_ce_0: 0.5161 loss_bbox_0: 0.3177 loss_giou_0: 0.5431 loss_ce_1: 0.4206 loss_bbox_1: 0.2301 loss_giou_1: 0.4051 loss_ce_2: 0.3537 loss_bbox_2: 0.2034 loss_giou_2: 0.3743 loss_ce_3: 0.3272 loss_bbox_3: 0.2026 loss_giou_3: 0.3714 loss_ce_4: 0.3237 loss_bbox_4: 0.2029 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:23] d2.utils.events INFO: eta: 23:47:17 iter: 145539 total_loss: 5.878 loss_ce: 0.3145 loss_bbox: 0.1982 loss_giou: 0.3337 loss_ce_0: 0.5046 loss_bbox_0: 0.3441 loss_giou_0: 0.5335 loss_ce_1: 0.416 loss_bbox_1: 0.2341 loss_giou_1: 0.3885 loss_ce_2: 0.3531 loss_bbox_2: 0.2052 loss_giou_2: 0.3566 loss_ce_3: 0.3296 loss_bbox_3: 0.2027 loss_giou_3: 0.3449 loss_ce_4: 0.3117 loss_bbox_4: 0.2029 loss_giou_4: 0.3353 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:29] d2.utils.events INFO: eta: 23:47:50 iter: 145559 total_loss: 6.338 loss_ce: 0.3313 loss_bbox: 0.2037 loss_giou: 0.3605 loss_ce_0: 0.5367 loss_bbox_0: 0.3446 loss_giou_0: 0.552 loss_ce_1: 0.4257 loss_bbox_1: 0.2387 loss_giou_1: 0.4123 loss_ce_2: 0.3739 loss_bbox_2: 0.2139 loss_giou_2: 0.3793 loss_ce_3: 0.3395 loss_bbox_3: 0.2055 loss_giou_3: 0.3674 loss_ce_4: 0.3256 loss_bbox_4: 0.203 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:34] d2.utils.events INFO: eta: 23:48:05 iter: 145579 total_loss: 5.885 loss_ce: 0.3163 loss_bbox: 0.2062 loss_giou: 0.3549 loss_ce_0: 0.5098 loss_bbox_0: 0.3289 loss_giou_0: 0.5421 loss_ce_1: 0.4069 loss_bbox_1: 0.2294 loss_giou_1: 0.407 loss_ce_2: 0.352 loss_bbox_2: 0.2231 loss_giou_2: 0.3791 loss_ce_3: 0.331 loss_bbox_3: 0.2166 loss_giou_3: 0.3686 loss_ce_4: 0.3126 loss_bbox_4: 0.2097 loss_giou_4: 0.3606 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:40] d2.utils.events INFO: eta: 23:47:16 iter: 145599 total_loss: 6.09 loss_ce: 0.3189 loss_bbox: 0.1905 loss_giou: 0.3481 loss_ce_0: 0.5216 loss_bbox_0: 0.334 loss_giou_0: 0.5225 loss_ce_1: 0.4349 loss_bbox_1: 0.2334 loss_giou_1: 0.3946 loss_ce_2: 0.377 loss_bbox_2: 0.2094 loss_giou_2: 0.3686 loss_ce_3: 0.3312 loss_bbox_3: 0.1955 loss_giou_3: 0.3542 loss_ce_4: 0.324 loss_bbox_4: 0.1923 loss_giou_4: 0.3495 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:46] d2.utils.events INFO: eta: 23:47:56 iter: 145619 total_loss: 5.763 loss_ce: 0.31 loss_bbox: 0.2004 loss_giou: 0.344 loss_ce_0: 0.4893 loss_bbox_0: 0.3194 loss_giou_0: 0.5221 loss_ce_1: 0.3898 loss_bbox_1: 0.2296 loss_giou_1: 0.3852 loss_ce_2: 0.3402 loss_bbox_2: 0.2092 loss_giou_2: 0.3525 loss_ce_3: 0.3159 loss_bbox_3: 0.2053 loss_giou_3: 0.345 loss_ce_4: 0.3096 loss_bbox_4: 0.2043 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:51] d2.utils.events INFO: eta: 23:48:03 iter: 145639 total_loss: 5.856 loss_ce: 0.3177 loss_bbox: 0.1997 loss_giou: 0.348 loss_ce_0: 0.5173 loss_bbox_0: 0.3299 loss_giou_0: 0.5164 loss_ce_1: 0.4325 loss_bbox_1: 0.229 loss_giou_1: 0.3887 loss_ce_2: 0.3601 loss_bbox_2: 0.2146 loss_giou_2: 0.362 loss_ce_3: 0.3384 loss_bbox_3: 0.2061 loss_giou_3: 0.3556 loss_ce_4: 0.3233 loss_bbox_4: 0.2019 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 01:04:57] d2.utils.events INFO: eta: 23:47:56 iter: 145659 total_loss: 5.912 loss_ce: 0.3238 loss_bbox: 0.1791 loss_giou: 0.3418 loss_ce_0: 0.5176 loss_bbox_0: 0.338 loss_giou_0: 0.532 loss_ce_1: 0.4131 loss_bbox_1: 0.2286 loss_giou_1: 0.3973 loss_ce_2: 0.3563 loss_bbox_2: 0.204 loss_giou_2: 0.3567 loss_ce_3: 0.3333 loss_bbox_3: 0.1896 loss_giou_3: 0.3496 loss_ce_4: 0.3239 loss_bbox_4: 0.1808 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:03] d2.utils.events INFO: eta: 23:47:56 iter: 145679 total_loss: 6.387 loss_ce: 0.3383 loss_bbox: 0.2048 loss_giou: 0.3758 loss_ce_0: 0.537 loss_bbox_0: 0.3355 loss_giou_0: 0.5777 loss_ce_1: 0.4273 loss_bbox_1: 0.2344 loss_giou_1: 0.4345 loss_ce_2: 0.3686 loss_bbox_2: 0.2216 loss_giou_2: 0.4025 loss_ce_3: 0.3473 loss_bbox_3: 0.2118 loss_giou_3: 0.3896 loss_ce_4: 0.3363 loss_bbox_4: 0.2067 loss_giou_4: 0.3804 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:09] d2.utils.events INFO: eta: 23:47:49 iter: 145699 total_loss: 5.915 loss_ce: 0.321 loss_bbox: 0.1941 loss_giou: 0.3514 loss_ce_0: 0.5278 loss_bbox_0: 0.3259 loss_giou_0: 0.5568 loss_ce_1: 0.4275 loss_bbox_1: 0.2251 loss_giou_1: 0.4142 loss_ce_2: 0.3572 loss_bbox_2: 0.2064 loss_giou_2: 0.3719 loss_ce_3: 0.3387 loss_bbox_3: 0.1957 loss_giou_3: 0.3613 loss_ce_4: 0.3177 loss_bbox_4: 0.1943 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:14] d2.utils.events INFO: eta: 23:48:14 iter: 145719 total_loss: 6.08 loss_ce: 0.3281 loss_bbox: 0.1882 loss_giou: 0.3759 loss_ce_0: 0.5189 loss_bbox_0: 0.3297 loss_giou_0: 0.5417 loss_ce_1: 0.4333 loss_bbox_1: 0.226 loss_giou_1: 0.4193 loss_ce_2: 0.3686 loss_bbox_2: 0.2025 loss_giou_2: 0.3889 loss_ce_3: 0.3414 loss_bbox_3: 0.1975 loss_giou_3: 0.3801 loss_ce_4: 0.3277 loss_bbox_4: 0.1914 loss_giou_4: 0.3742 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:20] d2.utils.events INFO: eta: 23:47:46 iter: 145739 total_loss: 6.18 loss_ce: 0.3288 loss_bbox: 0.207 loss_giou: 0.335 loss_ce_0: 0.5263 loss_bbox_0: 0.3474 loss_giou_0: 0.5121 loss_ce_1: 0.4239 loss_bbox_1: 0.2454 loss_giou_1: 0.3814 loss_ce_2: 0.3543 loss_bbox_2: 0.2231 loss_giou_2: 0.3521 loss_ce_3: 0.3435 loss_bbox_3: 0.214 loss_giou_3: 0.3373 loss_ce_4: 0.3231 loss_bbox_4: 0.2048 loss_giou_4: 0.3346 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:26] d2.utils.events INFO: eta: 23:48:03 iter: 145759 total_loss: 5.659 loss_ce: 0.3291 loss_bbox: 0.1931 loss_giou: 0.3266 loss_ce_0: 0.5058 loss_bbox_0: 0.3196 loss_giou_0: 0.5042 loss_ce_1: 0.412 loss_bbox_1: 0.227 loss_giou_1: 0.377 loss_ce_2: 0.3588 loss_bbox_2: 0.2097 loss_giou_2: 0.3452 loss_ce_3: 0.3291 loss_bbox_3: 0.2021 loss_giou_3: 0.3354 loss_ce_4: 0.3237 loss_bbox_4: 0.1966 loss_giou_4: 0.3291 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:31] d2.utils.events INFO: eta: 23:47:28 iter: 145779 total_loss: 5.87 loss_ce: 0.3094 loss_bbox: 0.1904 loss_giou: 0.3213 loss_ce_0: 0.5139 loss_bbox_0: 0.3222 loss_giou_0: 0.4911 loss_ce_1: 0.4163 loss_bbox_1: 0.2253 loss_giou_1: 0.3626 loss_ce_2: 0.347 loss_bbox_2: 0.2098 loss_giou_2: 0.3402 loss_ce_3: 0.3389 loss_bbox_3: 0.1977 loss_giou_3: 0.3266 loss_ce_4: 0.3263 loss_bbox_4: 0.1943 loss_giou_4: 0.324 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:37] d2.utils.events INFO: eta: 23:47:29 iter: 145799 total_loss: 6.055 loss_ce: 0.3143 loss_bbox: 0.1878 loss_giou: 0.343 loss_ce_0: 0.5278 loss_bbox_0: 0.3275 loss_giou_0: 0.5225 loss_ce_1: 0.4138 loss_bbox_1: 0.231 loss_giou_1: 0.3834 loss_ce_2: 0.346 loss_bbox_2: 0.2031 loss_giou_2: 0.3556 loss_ce_3: 0.3299 loss_bbox_3: 0.1939 loss_giou_3: 0.345 loss_ce_4: 0.3176 loss_bbox_4: 0.1932 loss_giou_4: 0.343 time: 0.2802 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:43] d2.utils.events INFO: eta: 23:47:02 iter: 145819 total_loss: 5.786 loss_ce: 0.3045 loss_bbox: 0.1912 loss_giou: 0.332 loss_ce_0: 0.5105 loss_bbox_0: 0.3323 loss_giou_0: 0.5071 loss_ce_1: 0.4085 loss_bbox_1: 0.2236 loss_giou_1: 0.3832 loss_ce_2: 0.349 loss_bbox_2: 0.2089 loss_giou_2: 0.3533 loss_ce_3: 0.3179 loss_bbox_3: 0.1999 loss_giou_3: 0.3415 loss_ce_4: 0.3114 loss_bbox_4: 0.1959 loss_giou_4: 0.3354 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:48] d2.utils.events INFO: eta: 23:46:56 iter: 145839 total_loss: 5.742 loss_ce: 0.297 loss_bbox: 0.1981 loss_giou: 0.3538 loss_ce_0: 0.5114 loss_bbox_0: 0.3136 loss_giou_0: 0.5305 loss_ce_1: 0.3964 loss_bbox_1: 0.223 loss_giou_1: 0.3817 loss_ce_2: 0.3331 loss_bbox_2: 0.1999 loss_giou_2: 0.3636 loss_ce_3: 0.2999 loss_bbox_3: 0.2042 loss_giou_3: 0.3544 loss_ce_4: 0.2972 loss_bbox_4: 0.1996 loss_giou_4: 0.3509 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 01:05:54] d2.utils.events INFO: eta: 23:47:25 iter: 145859 total_loss: 5.839 loss_ce: 0.2984 loss_bbox: 0.1998 loss_giou: 0.3534 loss_ce_0: 0.5071 loss_bbox_0: 0.3072 loss_giou_0: 0.5312 loss_ce_1: 0.3979 loss_bbox_1: 0.2197 loss_giou_1: 0.4002 loss_ce_2: 0.3375 loss_bbox_2: 0.2099 loss_giou_2: 0.3751 loss_ce_3: 0.3074 loss_bbox_3: 0.1992 loss_giou_3: 0.3613 loss_ce_4: 0.297 loss_bbox_4: 0.2007 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:00] d2.utils.events INFO: eta: 23:46:54 iter: 145879 total_loss: 6.06 loss_ce: 0.3121 loss_bbox: 0.2051 loss_giou: 0.3482 loss_ce_0: 0.5165 loss_bbox_0: 0.3276 loss_giou_0: 0.5422 loss_ce_1: 0.3903 loss_bbox_1: 0.2353 loss_giou_1: 0.3962 loss_ce_2: 0.3369 loss_bbox_2: 0.2143 loss_giou_2: 0.3708 loss_ce_3: 0.3199 loss_bbox_3: 0.2103 loss_giou_3: 0.352 loss_ce_4: 0.3115 loss_bbox_4: 0.2047 loss_giou_4: 0.3509 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:05] d2.utils.events INFO: eta: 23:47:22 iter: 145899 total_loss: 5.993 loss_ce: 0.3128 loss_bbox: 0.1935 loss_giou: 0.3708 loss_ce_0: 0.5203 loss_bbox_0: 0.3349 loss_giou_0: 0.5716 loss_ce_1: 0.4077 loss_bbox_1: 0.2225 loss_giou_1: 0.4258 loss_ce_2: 0.3404 loss_bbox_2: 0.2041 loss_giou_2: 0.3858 loss_ce_3: 0.3172 loss_bbox_3: 0.1948 loss_giou_3: 0.3841 loss_ce_4: 0.3109 loss_bbox_4: 0.1932 loss_giou_4: 0.3704 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:11] d2.utils.events INFO: eta: 23:46:34 iter: 145919 total_loss: 5.708 loss_ce: 0.3209 loss_bbox: 0.1923 loss_giou: 0.3373 loss_ce_0: 0.5245 loss_bbox_0: 0.3244 loss_giou_0: 0.5198 loss_ce_1: 0.4168 loss_bbox_1: 0.2273 loss_giou_1: 0.3851 loss_ce_2: 0.3585 loss_bbox_2: 0.2044 loss_giou_2: 0.3579 loss_ce_3: 0.3349 loss_bbox_3: 0.1957 loss_giou_3: 0.3451 loss_ce_4: 0.318 loss_bbox_4: 0.1944 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:17] d2.utils.events INFO: eta: 23:46:32 iter: 145939 total_loss: 5.764 loss_ce: 0.3192 loss_bbox: 0.1873 loss_giou: 0.3366 loss_ce_0: 0.4961 loss_bbox_0: 0.3085 loss_giou_0: 0.5492 loss_ce_1: 0.4156 loss_bbox_1: 0.2195 loss_giou_1: 0.3879 loss_ce_2: 0.3451 loss_bbox_2: 0.2056 loss_giou_2: 0.3521 loss_ce_3: 0.3251 loss_bbox_3: 0.1958 loss_giou_3: 0.3439 loss_ce_4: 0.3173 loss_bbox_4: 0.1876 loss_giou_4: 0.3385 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:23] d2.utils.events INFO: eta: 23:46:26 iter: 145959 total_loss: 6.261 loss_ce: 0.3062 loss_bbox: 0.2052 loss_giou: 0.3624 loss_ce_0: 0.5458 loss_bbox_0: 0.3355 loss_giou_0: 0.537 loss_ce_1: 0.4365 loss_bbox_1: 0.2261 loss_giou_1: 0.4044 loss_ce_2: 0.3572 loss_bbox_2: 0.2124 loss_giou_2: 0.3774 loss_ce_3: 0.3133 loss_bbox_3: 0.2146 loss_giou_3: 0.371 loss_ce_4: 0.3082 loss_bbox_4: 0.2021 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:28] d2.utils.events INFO: eta: 23:46:26 iter: 145979 total_loss: 5.853 loss_ce: 0.2943 loss_bbox: 0.1926 loss_giou: 0.3496 loss_ce_0: 0.5097 loss_bbox_0: 0.3244 loss_giou_0: 0.5489 loss_ce_1: 0.4073 loss_bbox_1: 0.2307 loss_giou_1: 0.3956 loss_ce_2: 0.3388 loss_bbox_2: 0.2016 loss_giou_2: 0.3707 loss_ce_3: 0.3125 loss_bbox_3: 0.1906 loss_giou_3: 0.3528 loss_ce_4: 0.2948 loss_bbox_4: 0.1942 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:34] d2.utils.events INFO: eta: 23:46:54 iter: 145999 total_loss: 5.665 loss_ce: 0.2996 loss_bbox: 0.2033 loss_giou: 0.3159 loss_ce_0: 0.4999 loss_bbox_0: 0.324 loss_giou_0: 0.4988 loss_ce_1: 0.3961 loss_bbox_1: 0.2347 loss_giou_1: 0.3731 loss_ce_2: 0.3374 loss_bbox_2: 0.2086 loss_giou_2: 0.3436 loss_ce_3: 0.3143 loss_bbox_3: 0.2033 loss_giou_3: 0.327 loss_ce_4: 0.3031 loss_bbox_4: 0.2027 loss_giou_4: 0.3248 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:40] d2.utils.events INFO: eta: 23:46:40 iter: 146019 total_loss: 6.204 loss_ce: 0.3251 loss_bbox: 0.1909 loss_giou: 0.3551 loss_ce_0: 0.5395 loss_bbox_0: 0.3271 loss_giou_0: 0.5795 loss_ce_1: 0.4237 loss_bbox_1: 0.2278 loss_giou_1: 0.4223 loss_ce_2: 0.3689 loss_bbox_2: 0.2115 loss_giou_2: 0.3908 loss_ce_3: 0.3358 loss_bbox_3: 0.1995 loss_giou_3: 0.3767 loss_ce_4: 0.3284 loss_bbox_4: 0.193 loss_giou_4: 0.3635 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:45] d2.utils.events INFO: eta: 23:46:47 iter: 146039 total_loss: 6.203 loss_ce: 0.3259 loss_bbox: 0.1987 loss_giou: 0.3589 loss_ce_0: 0.5295 loss_bbox_0: 0.3239 loss_giou_0: 0.568 loss_ce_1: 0.4208 loss_bbox_1: 0.2326 loss_giou_1: 0.4183 loss_ce_2: 0.3581 loss_bbox_2: 0.2115 loss_giou_2: 0.3773 loss_ce_3: 0.3374 loss_bbox_3: 0.2009 loss_giou_3: 0.3688 loss_ce_4: 0.3278 loss_bbox_4: 0.1997 loss_giou_4: 0.3637 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:51] d2.utils.events INFO: eta: 23:46:13 iter: 146059 total_loss: 6.089 loss_ce: 0.3188 loss_bbox: 0.1865 loss_giou: 0.358 loss_ce_0: 0.5162 loss_bbox_0: 0.3314 loss_giou_0: 0.553 loss_ce_1: 0.4297 loss_bbox_1: 0.2342 loss_giou_1: 0.41 loss_ce_2: 0.3698 loss_bbox_2: 0.2017 loss_giou_2: 0.3818 loss_ce_3: 0.3289 loss_bbox_3: 0.1984 loss_giou_3: 0.3744 loss_ce_4: 0.3278 loss_bbox_4: 0.1889 loss_giou_4: 0.3647 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 01:06:57] d2.utils.events INFO: eta: 23:46:07 iter: 146079 total_loss: 6.177 loss_ce: 0.3127 loss_bbox: 0.1989 loss_giou: 0.3432 loss_ce_0: 0.5287 loss_bbox_0: 0.3471 loss_giou_0: 0.5333 loss_ce_1: 0.4089 loss_bbox_1: 0.2339 loss_giou_1: 0.3993 loss_ce_2: 0.3421 loss_bbox_2: 0.214 loss_giou_2: 0.3658 loss_ce_3: 0.3242 loss_bbox_3: 0.2071 loss_giou_3: 0.3561 loss_ce_4: 0.3173 loss_bbox_4: 0.2007 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:02] d2.utils.events INFO: eta: 23:45:52 iter: 146099 total_loss: 5.648 loss_ce: 0.3026 loss_bbox: 0.186 loss_giou: 0.3402 loss_ce_0: 0.5165 loss_bbox_0: 0.3117 loss_giou_0: 0.5461 loss_ce_1: 0.3904 loss_bbox_1: 0.2165 loss_giou_1: 0.395 loss_ce_2: 0.3403 loss_bbox_2: 0.1991 loss_giou_2: 0.3633 loss_ce_3: 0.3022 loss_bbox_3: 0.194 loss_giou_3: 0.3539 loss_ce_4: 0.304 loss_bbox_4: 0.1878 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:08] d2.utils.events INFO: eta: 23:45:45 iter: 146119 total_loss: 5.832 loss_ce: 0.2994 loss_bbox: 0.1787 loss_giou: 0.3464 loss_ce_0: 0.502 loss_bbox_0: 0.3191 loss_giou_0: 0.5272 loss_ce_1: 0.3794 loss_bbox_1: 0.2258 loss_giou_1: 0.3892 loss_ce_2: 0.3315 loss_bbox_2: 0.1983 loss_giou_2: 0.3689 loss_ce_3: 0.3045 loss_bbox_3: 0.1872 loss_giou_3: 0.3556 loss_ce_4: 0.2966 loss_bbox_4: 0.1812 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:14] d2.utils.events INFO: eta: 23:45:50 iter: 146139 total_loss: 5.948 loss_ce: 0.3105 loss_bbox: 0.1846 loss_giou: 0.3493 loss_ce_0: 0.5165 loss_bbox_0: 0.3292 loss_giou_0: 0.5329 loss_ce_1: 0.4091 loss_bbox_1: 0.2288 loss_giou_1: 0.4016 loss_ce_2: 0.3421 loss_bbox_2: 0.2046 loss_giou_2: 0.3693 loss_ce_3: 0.3092 loss_bbox_3: 0.1953 loss_giou_3: 0.358 loss_ce_4: 0.3031 loss_bbox_4: 0.189 loss_giou_4: 0.3517 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:20] d2.utils.events INFO: eta: 23:45:57 iter: 146159 total_loss: 6.282 loss_ce: 0.3301 loss_bbox: 0.207 loss_giou: 0.3517 loss_ce_0: 0.5247 loss_bbox_0: 0.3407 loss_giou_0: 0.5556 loss_ce_1: 0.4325 loss_bbox_1: 0.2401 loss_giou_1: 0.4198 loss_ce_2: 0.3662 loss_bbox_2: 0.222 loss_giou_2: 0.3773 loss_ce_3: 0.3391 loss_bbox_3: 0.2106 loss_giou_3: 0.3625 loss_ce_4: 0.3331 loss_bbox_4: 0.2077 loss_giou_4: 0.3561 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:26] d2.utils.events INFO: eta: 23:45:39 iter: 146179 total_loss: 5.82 loss_ce: 0.2968 loss_bbox: 0.1997 loss_giou: 0.3636 loss_ce_0: 0.5161 loss_bbox_0: 0.3271 loss_giou_0: 0.544 loss_ce_1: 0.4045 loss_bbox_1: 0.2268 loss_giou_1: 0.4045 loss_ce_2: 0.3379 loss_bbox_2: 0.2108 loss_giou_2: 0.3751 loss_ce_3: 0.3103 loss_bbox_3: 0.205 loss_giou_3: 0.3693 loss_ce_4: 0.2987 loss_bbox_4: 0.2029 loss_giou_4: 0.365 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:31] d2.utils.events INFO: eta: 23:46:10 iter: 146199 total_loss: 6.08 loss_ce: 0.3272 loss_bbox: 0.1947 loss_giou: 0.3609 loss_ce_0: 0.5105 loss_bbox_0: 0.3269 loss_giou_0: 0.564 loss_ce_1: 0.4098 loss_bbox_1: 0.2333 loss_giou_1: 0.4123 loss_ce_2: 0.3616 loss_bbox_2: 0.2108 loss_giou_2: 0.3799 loss_ce_3: 0.3355 loss_bbox_3: 0.1995 loss_giou_3: 0.3675 loss_ce_4: 0.3215 loss_bbox_4: 0.1992 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:37] d2.utils.events INFO: eta: 23:45:56 iter: 146219 total_loss: 6.033 loss_ce: 0.3211 loss_bbox: 0.1913 loss_giou: 0.3607 loss_ce_0: 0.536 loss_bbox_0: 0.3353 loss_giou_0: 0.5335 loss_ce_1: 0.4272 loss_bbox_1: 0.2332 loss_giou_1: 0.4042 loss_ce_2: 0.3698 loss_bbox_2: 0.2066 loss_giou_2: 0.3738 loss_ce_3: 0.3427 loss_bbox_3: 0.2021 loss_giou_3: 0.3637 loss_ce_4: 0.3301 loss_bbox_4: 0.1941 loss_giou_4: 0.3562 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:43] d2.utils.events INFO: eta: 23:45:51 iter: 146239 total_loss: 5.971 loss_ce: 0.3064 loss_bbox: 0.1951 loss_giou: 0.3651 loss_ce_0: 0.5074 loss_bbox_0: 0.3237 loss_giou_0: 0.5682 loss_ce_1: 0.4 loss_bbox_1: 0.2212 loss_giou_1: 0.4168 loss_ce_2: 0.3414 loss_bbox_2: 0.2008 loss_giou_2: 0.3775 loss_ce_3: 0.3223 loss_bbox_3: 0.1997 loss_giou_3: 0.372 loss_ce_4: 0.3051 loss_bbox_4: 0.1991 loss_giou_4: 0.3676 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:48] d2.utils.events INFO: eta: 23:46:12 iter: 146259 total_loss: 6.082 loss_ce: 0.3157 loss_bbox: 0.1953 loss_giou: 0.3707 loss_ce_0: 0.5156 loss_bbox_0: 0.3349 loss_giou_0: 0.5644 loss_ce_1: 0.4067 loss_bbox_1: 0.2351 loss_giou_1: 0.4147 loss_ce_2: 0.3429 loss_bbox_2: 0.2084 loss_giou_2: 0.3802 loss_ce_3: 0.3212 loss_bbox_3: 0.2033 loss_giou_3: 0.3772 loss_ce_4: 0.3145 loss_bbox_4: 0.1986 loss_giou_4: 0.3687 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:07:54] d2.utils.events INFO: eta: 23:46:28 iter: 146279 total_loss: 5.732 loss_ce: 0.3063 loss_bbox: 0.1961 loss_giou: 0.3391 loss_ce_0: 0.5215 loss_bbox_0: 0.337 loss_giou_0: 0.5418 loss_ce_1: 0.4194 loss_bbox_1: 0.2316 loss_giou_1: 0.3769 loss_ce_2: 0.3384 loss_bbox_2: 0.2153 loss_giou_2: 0.3453 loss_ce_3: 0.3102 loss_bbox_3: 0.2071 loss_giou_3: 0.3421 loss_ce_4: 0.3028 loss_bbox_4: 0.1988 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:00] d2.utils.events INFO: eta: 23:46:12 iter: 146299 total_loss: 6.003 loss_ce: 0.3247 loss_bbox: 0.1987 loss_giou: 0.3448 loss_ce_0: 0.5334 loss_bbox_0: 0.3362 loss_giou_0: 0.515 loss_ce_1: 0.4227 loss_bbox_1: 0.2238 loss_giou_1: 0.3871 loss_ce_2: 0.3485 loss_bbox_2: 0.2111 loss_giou_2: 0.3541 loss_ce_3: 0.327 loss_bbox_3: 0.2037 loss_giou_3: 0.338 loss_ce_4: 0.3199 loss_bbox_4: 0.2004 loss_giou_4: 0.3364 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:05] d2.utils.events INFO: eta: 23:46:15 iter: 146319 total_loss: 5.739 loss_ce: 0.2985 loss_bbox: 0.1939 loss_giou: 0.3285 loss_ce_0: 0.5053 loss_bbox_0: 0.3085 loss_giou_0: 0.5099 loss_ce_1: 0.3951 loss_bbox_1: 0.2264 loss_giou_1: 0.3814 loss_ce_2: 0.3311 loss_bbox_2: 0.2031 loss_giou_2: 0.3386 loss_ce_3: 0.3037 loss_bbox_3: 0.1996 loss_giou_3: 0.3319 loss_ce_4: 0.288 loss_bbox_4: 0.1954 loss_giou_4: 0.33 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:11] d2.utils.events INFO: eta: 23:46:09 iter: 146339 total_loss: 5.757 loss_ce: 0.3156 loss_bbox: 0.188 loss_giou: 0.3399 loss_ce_0: 0.4978 loss_bbox_0: 0.3136 loss_giou_0: 0.5465 loss_ce_1: 0.4 loss_bbox_1: 0.2183 loss_giou_1: 0.3846 loss_ce_2: 0.3495 loss_bbox_2: 0.1959 loss_giou_2: 0.3572 loss_ce_3: 0.319 loss_bbox_3: 0.1878 loss_giou_3: 0.3476 loss_ce_4: 0.319 loss_bbox_4: 0.1843 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:17] d2.utils.events INFO: eta: 23:46:18 iter: 146359 total_loss: 5.759 loss_ce: 0.297 loss_bbox: 0.1837 loss_giou: 0.353 loss_ce_0: 0.4946 loss_bbox_0: 0.2993 loss_giou_0: 0.5278 loss_ce_1: 0.3872 loss_bbox_1: 0.2181 loss_giou_1: 0.3882 loss_ce_2: 0.3299 loss_bbox_2: 0.2001 loss_giou_2: 0.3661 loss_ce_3: 0.3066 loss_bbox_3: 0.1914 loss_giou_3: 0.3504 loss_ce_4: 0.302 loss_bbox_4: 0.1857 loss_giou_4: 0.3445 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:22] d2.utils.events INFO: eta: 23:46:13 iter: 146379 total_loss: 6.132 loss_ce: 0.3166 loss_bbox: 0.2104 loss_giou: 0.366 loss_ce_0: 0.5182 loss_bbox_0: 0.3249 loss_giou_0: 0.5548 loss_ce_1: 0.4088 loss_bbox_1: 0.2353 loss_giou_1: 0.421 loss_ce_2: 0.3578 loss_bbox_2: 0.2164 loss_giou_2: 0.3835 loss_ce_3: 0.323 loss_bbox_3: 0.208 loss_giou_3: 0.3757 loss_ce_4: 0.3229 loss_bbox_4: 0.2037 loss_giou_4: 0.3672 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:28] d2.utils.events INFO: eta: 23:46:19 iter: 146399 total_loss: 5.889 loss_ce: 0.2997 loss_bbox: 0.1856 loss_giou: 0.3287 loss_ce_0: 0.5097 loss_bbox_0: 0.3372 loss_giou_0: 0.5361 loss_ce_1: 0.4045 loss_bbox_1: 0.2348 loss_giou_1: 0.3876 loss_ce_2: 0.3312 loss_bbox_2: 0.1999 loss_giou_2: 0.3457 loss_ce_3: 0.3099 loss_bbox_3: 0.1961 loss_giou_3: 0.3423 loss_ce_4: 0.3001 loss_bbox_4: 0.1905 loss_giou_4: 0.3328 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:34] d2.utils.events INFO: eta: 23:45:48 iter: 146419 total_loss: 6.184 loss_ce: 0.3274 loss_bbox: 0.1988 loss_giou: 0.3622 loss_ce_0: 0.5209 loss_bbox_0: 0.3358 loss_giou_0: 0.5223 loss_ce_1: 0.4215 loss_bbox_1: 0.2316 loss_giou_1: 0.4151 loss_ce_2: 0.3593 loss_bbox_2: 0.2177 loss_giou_2: 0.3841 loss_ce_3: 0.337 loss_bbox_3: 0.2011 loss_giou_3: 0.3727 loss_ce_4: 0.3276 loss_bbox_4: 0.2 loss_giou_4: 0.3673 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:40] d2.utils.events INFO: eta: 23:45:38 iter: 146439 total_loss: 6.189 loss_ce: 0.3286 loss_bbox: 0.1856 loss_giou: 0.3638 loss_ce_0: 0.5471 loss_bbox_0: 0.3336 loss_giou_0: 0.5342 loss_ce_1: 0.4397 loss_bbox_1: 0.2318 loss_giou_1: 0.4089 loss_ce_2: 0.3711 loss_bbox_2: 0.2065 loss_giou_2: 0.3773 loss_ce_3: 0.3532 loss_bbox_3: 0.1952 loss_giou_3: 0.3675 loss_ce_4: 0.3339 loss_bbox_4: 0.1845 loss_giou_4: 0.3626 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:45] d2.utils.events INFO: eta: 23:45:16 iter: 146459 total_loss: 5.608 loss_ce: 0.3019 loss_bbox: 0.1793 loss_giou: 0.3318 loss_ce_0: 0.5055 loss_bbox_0: 0.307 loss_giou_0: 0.5365 loss_ce_1: 0.4038 loss_bbox_1: 0.2141 loss_giou_1: 0.3865 loss_ce_2: 0.3326 loss_bbox_2: 0.1948 loss_giou_2: 0.345 loss_ce_3: 0.324 loss_bbox_3: 0.1858 loss_giou_3: 0.3376 loss_ce_4: 0.3068 loss_bbox_4: 0.182 loss_giou_4: 0.3356 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:51] d2.utils.events INFO: eta: 23:45:11 iter: 146479 total_loss: 5.929 loss_ce: 0.3274 loss_bbox: 0.1843 loss_giou: 0.3382 loss_ce_0: 0.5116 loss_bbox_0: 0.3248 loss_giou_0: 0.5039 loss_ce_1: 0.4076 loss_bbox_1: 0.2314 loss_giou_1: 0.3799 loss_ce_2: 0.3552 loss_bbox_2: 0.2021 loss_giou_2: 0.3504 loss_ce_3: 0.3272 loss_bbox_3: 0.1932 loss_giou_3: 0.343 loss_ce_4: 0.3249 loss_bbox_4: 0.1871 loss_giou_4: 0.3351 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 01:08:57] d2.utils.events INFO: eta: 23:44:59 iter: 146499 total_loss: 6.225 loss_ce: 0.3474 loss_bbox: 0.2106 loss_giou: 0.3685 loss_ce_0: 0.5175 loss_bbox_0: 0.3444 loss_giou_0: 0.5529 loss_ce_1: 0.4287 loss_bbox_1: 0.253 loss_giou_1: 0.4112 loss_ce_2: 0.3678 loss_bbox_2: 0.225 loss_giou_2: 0.3842 loss_ce_3: 0.3458 loss_bbox_3: 0.2137 loss_giou_3: 0.3736 loss_ce_4: 0.3412 loss_bbox_4: 0.2107 loss_giou_4: 0.3712 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 01:09:02] d2.utils.events INFO: eta: 23:44:43 iter: 146519 total_loss: 5.935 loss_ce: 0.3275 loss_bbox: 0.2069 loss_giou: 0.3312 loss_ce_0: 0.5066 loss_bbox_0: 0.3413 loss_giou_0: 0.5192 loss_ce_1: 0.4185 loss_bbox_1: 0.2433 loss_giou_1: 0.3947 loss_ce_2: 0.364 loss_bbox_2: 0.2245 loss_giou_2: 0.3568 loss_ce_3: 0.3364 loss_bbox_3: 0.2152 loss_giou_3: 0.3452 loss_ce_4: 0.3371 loss_bbox_4: 0.2131 loss_giou_4: 0.3396 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 01:09:08] d2.utils.events INFO: eta: 23:44:37 iter: 146539 total_loss: 5.865 loss_ce: 0.3184 loss_bbox: 0.1861 loss_giou: 0.3424 loss_ce_0: 0.5123 loss_bbox_0: 0.3151 loss_giou_0: 0.5289 loss_ce_1: 0.4183 loss_bbox_1: 0.2181 loss_giou_1: 0.3871 loss_ce_2: 0.356 loss_bbox_2: 0.196 loss_giou_2: 0.3516 loss_ce_3: 0.3357 loss_bbox_3: 0.1879 loss_giou_3: 0.3382 loss_ce_4: 0.3191 loss_bbox_4: 0.1883 loss_giou_4: 0.3389 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:09:14] d2.utils.events INFO: eta: 23:43:58 iter: 146559 total_loss: 6.073 loss_ce: 0.3355 loss_bbox: 0.1979 loss_giou: 0.3612 loss_ce_0: 0.5227 loss_bbox_0: 0.3366 loss_giou_0: 0.5522 loss_ce_1: 0.4215 loss_bbox_1: 0.2351 loss_giou_1: 0.4082 loss_ce_2: 0.3666 loss_bbox_2: 0.214 loss_giou_2: 0.374 loss_ce_3: 0.3361 loss_bbox_3: 0.2018 loss_giou_3: 0.369 loss_ce_4: 0.3348 loss_bbox_4: 0.1986 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:09:19] d2.utils.events INFO: eta: 23:44:07 iter: 146579 total_loss: 5.846 loss_ce: 0.2937 loss_bbox: 0.2069 loss_giou: 0.3564 loss_ce_0: 0.5186 loss_bbox_0: 0.3377 loss_giou_0: 0.5284 loss_ce_1: 0.4091 loss_bbox_1: 0.2382 loss_giou_1: 0.3938 loss_ce_2: 0.3347 loss_bbox_2: 0.223 loss_giou_2: 0.3743 loss_ce_3: 0.307 loss_bbox_3: 0.2092 loss_giou_3: 0.3633 loss_ce_4: 0.2925 loss_bbox_4: 0.2076 loss_giou_4: 0.3604 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 01:09:26] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 01:09:26] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 01:09:26] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 01:09:26] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 01:09:26] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 01:09:27] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 01:09:34] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0011 s/iter. Inference: 0.0510 s/iter. Eval: 0.0003 s/iter. Total: 0.0524 s/iter. ETA=0:00:32 [11/03 01:09:39] d2.evaluation.evaluator INFO: Inference done 109/625. Dataloading: 0.0028 s/iter. Inference: 0.0482 s/iter. Eval: 0.0004 s/iter. Total: 0.0515 s/iter. ETA=0:00:26 [11/03 01:09:44] d2.evaluation.evaluator INFO: Inference done 206/625. Dataloading: 0.0029 s/iter. Inference: 0.0482 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:21 [11/03 01:09:49] d2.evaluation.evaluator INFO: Inference done 303/625. Dataloading: 0.0029 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:16 [11/03 01:09:54] d2.evaluation.evaluator INFO: Inference done 384/625. Dataloading: 0.0046 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0539 s/iter. ETA=0:00:12 [11/03 01:09:59] d2.evaluation.evaluator INFO: Inference done 481/625. Dataloading: 0.0043 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0535 s/iter. ETA=0:00:07 [11/03 01:10:04] d2.evaluation.evaluator INFO: Inference done 578/625. Dataloading: 0.0041 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0532 s/iter. ETA=0:00:02 [11/03 01:10:07] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.918788 (0.053095 s / iter per device, on 8 devices) [11/03 01:10:07] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048215 s / iter per device, on 8 devices) [11/03 01:10:14] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 01:10:14] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 01:10:16] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 01:10:19] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 01:10:34] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.45 seconds. [11/03 01:10:34] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 01:10:35] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.38 seconds. [11/03 01:10:35] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 40.900 | 59.512 | 43.633 | 23.566 | 44.007 | 56.138 | [11/03 01:10:35] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 52.401 | bicycle | 26.278 | car | 41.058 | | motorcycle | 40.371 | airplane | 67.784 | bus | 62.614 | | train | 64.104 | truck | 38.051 | boat | 25.184 | | traffic light | 26.184 | fire hydrant | 63.694 | stop sign | 65.692 | | parking meter | 48.709 | bench | 24.520 | bird | 37.153 | | cat | 69.025 | dog | 62.436 | horse | 59.075 | | sheep | 48.201 | cow | 55.726 | elephant | 64.965 | | bear | 75.221 | zebra | 66.862 | giraffe | 66.937 | | backpack | 13.527 | umbrella | 36.490 | handbag | 12.640 | | tie | 29.598 | suitcase | 38.439 | frisbee | 66.975 | | skis | 23.447 | snowboard | 41.249 | sports ball | 45.970 | | kite | 43.777 | baseball bat | 29.175 | baseball glove | 38.430 | | skateboard | 52.664 | surfboard | 38.044 | tennis racket | 47.328 | | bottle | 35.434 | wine glass | 32.505 | cup | 39.508 | | fork | 32.106 | knife | 13.806 | spoon | 14.540 | | bowl | 42.584 | banana | 22.877 | apple | 17.965 | | sandwich | 35.766 | orange | 32.303 | broccoli | 21.237 | | carrot | 19.703 | hot dog | 33.184 | pizza | 52.385 | | donut | 43.382 | cake | 36.078 | chair | 24.571 | | couch | 46.802 | potted plant | 25.104 | bed | 45.561 | | dining table | 27.816 | toilet | 61.612 | tv | 56.991 | | laptop | 58.239 | mouse | 57.144 | remote | 29.401 | | keyboard | 50.731 | cell phone | 34.399 | microwave | 56.049 | | oven | 30.864 | toaster | 33.031 | sink | 35.824 | | refrigerator | 59.003 | book | 10.239 | clock | 49.682 | | vase | 37.033 | scissors | 32.680 | teddy bear | 43.869 | | hair drier | 7.979 | toothbrush | 22.003 | | | [11/03 01:10:36] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 01:10:36] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 01:10:36] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 01:10:36] d2.evaluation.testing INFO: copypaste: 40.8998,59.5119,43.6335,23.5663,44.0075,56.1378 [11/03 01:10:37] d2.utils.events INFO: eta: 23:44:09 iter: 146599 total_loss: 6.011 loss_ce: 0.3339 loss_bbox: 0.199 loss_giou: 0.3532 loss_ce_0: 0.5503 loss_bbox_0: 0.3327 loss_giou_0: 0.5608 loss_ce_1: 0.4369 loss_bbox_1: 0.229 loss_giou_1: 0.4015 loss_ce_2: 0.3724 loss_bbox_2: 0.205 loss_giou_2: 0.3705 loss_ce_3: 0.3506 loss_bbox_3: 0.2033 loss_giou_3: 0.3599 loss_ce_4: 0.3425 loss_bbox_4: 0.2 loss_giou_4: 0.3569 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 01:10:42] d2.utils.events INFO: eta: 23:43:56 iter: 146619 total_loss: 5.872 loss_ce: 0.3228 loss_bbox: 0.1948 loss_giou: 0.3618 loss_ce_0: 0.5198 loss_bbox_0: 0.3184 loss_giou_0: 0.5454 loss_ce_1: 0.4166 loss_bbox_1: 0.225 loss_giou_1: 0.4107 loss_ce_2: 0.3573 loss_bbox_2: 0.2017 loss_giou_2: 0.3731 loss_ce_3: 0.3206 loss_bbox_3: 0.1973 loss_giou_3: 0.3701 loss_ce_4: 0.321 loss_bbox_4: 0.1956 loss_giou_4: 0.3636 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 01:10:48] d2.utils.events INFO: eta: 23:43:29 iter: 146639 total_loss: 5.992 loss_ce: 0.3182 loss_bbox: 0.2033 loss_giou: 0.3387 loss_ce_0: 0.511 loss_bbox_0: 0.3409 loss_giou_0: 0.5351 loss_ce_1: 0.4148 loss_bbox_1: 0.2387 loss_giou_1: 0.3915 loss_ce_2: 0.3559 loss_bbox_2: 0.2142 loss_giou_2: 0.364 loss_ce_3: 0.3252 loss_bbox_3: 0.2059 loss_giou_3: 0.349 loss_ce_4: 0.3096 loss_bbox_4: 0.2022 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 01:10:54] d2.utils.events INFO: eta: 23:43:24 iter: 146659 total_loss: 6.306 loss_ce: 0.3466 loss_bbox: 0.2017 loss_giou: 0.3427 loss_ce_0: 0.5367 loss_bbox_0: 0.3462 loss_giou_0: 0.5527 loss_ce_1: 0.4382 loss_bbox_1: 0.2386 loss_giou_1: 0.3979 loss_ce_2: 0.381 loss_bbox_2: 0.2218 loss_giou_2: 0.3667 loss_ce_3: 0.358 loss_bbox_3: 0.2088 loss_giou_3: 0.3547 loss_ce_4: 0.3488 loss_bbox_4: 0.2048 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 01:10:59] d2.utils.events INFO: eta: 23:42:40 iter: 146679 total_loss: 5.77 loss_ce: 0.3131 loss_bbox: 0.1921 loss_giou: 0.3275 loss_ce_0: 0.5043 loss_bbox_0: 0.3199 loss_giou_0: 0.503 loss_ce_1: 0.4079 loss_bbox_1: 0.2236 loss_giou_1: 0.37 loss_ce_2: 0.3552 loss_bbox_2: 0.2047 loss_giou_2: 0.3438 loss_ce_3: 0.317 loss_bbox_3: 0.1923 loss_giou_3: 0.3338 loss_ce_4: 0.3053 loss_bbox_4: 0.1927 loss_giou_4: 0.3316 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:05] d2.utils.events INFO: eta: 23:42:34 iter: 146699 total_loss: 6.023 loss_ce: 0.3346 loss_bbox: 0.1932 loss_giou: 0.3563 loss_ce_0: 0.5334 loss_bbox_0: 0.3225 loss_giou_0: 0.5565 loss_ce_1: 0.4362 loss_bbox_1: 0.2185 loss_giou_1: 0.417 loss_ce_2: 0.3696 loss_bbox_2: 0.2038 loss_giou_2: 0.3881 loss_ce_3: 0.3496 loss_bbox_3: 0.2032 loss_giou_3: 0.3715 loss_ce_4: 0.3418 loss_bbox_4: 0.1963 loss_giou_4: 0.3635 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:11] d2.utils.events INFO: eta: 23:42:12 iter: 146719 total_loss: 6.029 loss_ce: 0.313 loss_bbox: 0.1917 loss_giou: 0.3489 loss_ce_0: 0.5196 loss_bbox_0: 0.3144 loss_giou_0: 0.525 loss_ce_1: 0.4105 loss_bbox_1: 0.2173 loss_giou_1: 0.399 loss_ce_2: 0.3551 loss_bbox_2: 0.1984 loss_giou_2: 0.3654 loss_ce_3: 0.3204 loss_bbox_3: 0.1998 loss_giou_3: 0.3593 loss_ce_4: 0.315 loss_bbox_4: 0.1937 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:16] d2.utils.events INFO: eta: 23:42:08 iter: 146739 total_loss: 6.131 loss_ce: 0.3284 loss_bbox: 0.1942 loss_giou: 0.3663 loss_ce_0: 0.5258 loss_bbox_0: 0.3252 loss_giou_0: 0.5478 loss_ce_1: 0.4314 loss_bbox_1: 0.2268 loss_giou_1: 0.4237 loss_ce_2: 0.3709 loss_bbox_2: 0.2024 loss_giou_2: 0.3867 loss_ce_3: 0.344 loss_bbox_3: 0.1945 loss_giou_3: 0.3714 loss_ce_4: 0.3313 loss_bbox_4: 0.1965 loss_giou_4: 0.3697 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:22] d2.utils.events INFO: eta: 23:41:42 iter: 146759 total_loss: 5.86 loss_ce: 0.338 loss_bbox: 0.1893 loss_giou: 0.3423 loss_ce_0: 0.5336 loss_bbox_0: 0.3121 loss_giou_0: 0.5491 loss_ce_1: 0.4376 loss_bbox_1: 0.2181 loss_giou_1: 0.3935 loss_ce_2: 0.3707 loss_bbox_2: 0.202 loss_giou_2: 0.3514 loss_ce_3: 0.3405 loss_bbox_3: 0.1968 loss_giou_3: 0.3412 loss_ce_4: 0.3384 loss_bbox_4: 0.1884 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:28] d2.utils.events INFO: eta: 23:41:57 iter: 146779 total_loss: 6.083 loss_ce: 0.3203 loss_bbox: 0.1961 loss_giou: 0.3315 loss_ce_0: 0.5176 loss_bbox_0: 0.3388 loss_giou_0: 0.5351 loss_ce_1: 0.4203 loss_bbox_1: 0.2388 loss_giou_1: 0.3874 loss_ce_2: 0.3537 loss_bbox_2: 0.2063 loss_giou_2: 0.3536 loss_ce_3: 0.3427 loss_bbox_3: 0.2027 loss_giou_3: 0.3416 loss_ce_4: 0.3281 loss_bbox_4: 0.1999 loss_giou_4: 0.3339 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:34] d2.utils.events INFO: eta: 23:42:07 iter: 146799 total_loss: 6.221 loss_ce: 0.3304 loss_bbox: 0.1927 loss_giou: 0.3537 loss_ce_0: 0.5391 loss_bbox_0: 0.3381 loss_giou_0: 0.5574 loss_ce_1: 0.4359 loss_bbox_1: 0.2336 loss_giou_1: 0.4021 loss_ce_2: 0.3679 loss_bbox_2: 0.213 loss_giou_2: 0.3795 loss_ce_3: 0.3466 loss_bbox_3: 0.2046 loss_giou_3: 0.3634 loss_ce_4: 0.3324 loss_bbox_4: 0.1944 loss_giou_4: 0.3568 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:39] d2.utils.events INFO: eta: 23:42:18 iter: 146819 total_loss: 6.104 loss_ce: 0.3135 loss_bbox: 0.1843 loss_giou: 0.3688 loss_ce_0: 0.526 loss_bbox_0: 0.3191 loss_giou_0: 0.5626 loss_ce_1: 0.4173 loss_bbox_1: 0.2143 loss_giou_1: 0.4209 loss_ce_2: 0.3504 loss_bbox_2: 0.1996 loss_giou_2: 0.3783 loss_ce_3: 0.3256 loss_bbox_3: 0.1901 loss_giou_3: 0.3718 loss_ce_4: 0.3078 loss_bbox_4: 0.1912 loss_giou_4: 0.3716 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:45] d2.utils.events INFO: eta: 23:42:21 iter: 146839 total_loss: 5.81 loss_ce: 0.3025 loss_bbox: 0.1917 loss_giou: 0.3515 loss_ce_0: 0.5148 loss_bbox_0: 0.3269 loss_giou_0: 0.5467 loss_ce_1: 0.4138 loss_bbox_1: 0.2263 loss_giou_1: 0.3865 loss_ce_2: 0.3409 loss_bbox_2: 0.2003 loss_giou_2: 0.3629 loss_ce_3: 0.319 loss_bbox_3: 0.1961 loss_giou_3: 0.3576 loss_ce_4: 0.3083 loss_bbox_4: 0.1913 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:51] d2.utils.events INFO: eta: 23:41:24 iter: 146859 total_loss: 5.868 loss_ce: 0.3149 loss_bbox: 0.193 loss_giou: 0.3366 loss_ce_0: 0.5138 loss_bbox_0: 0.3196 loss_giou_0: 0.5237 loss_ce_1: 0.4219 loss_bbox_1: 0.2267 loss_giou_1: 0.3915 loss_ce_2: 0.3561 loss_bbox_2: 0.2075 loss_giou_2: 0.3573 loss_ce_3: 0.3309 loss_bbox_3: 0.1985 loss_giou_3: 0.3525 loss_ce_4: 0.3216 loss_bbox_4: 0.1976 loss_giou_4: 0.3444 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 01:11:56] d2.utils.events INFO: eta: 23:41:07 iter: 146879 total_loss: 5.986 loss_ce: 0.3223 loss_bbox: 0.1885 loss_giou: 0.356 loss_ce_0: 0.5133 loss_bbox_0: 0.3242 loss_giou_0: 0.5822 loss_ce_1: 0.426 loss_bbox_1: 0.2218 loss_giou_1: 0.4158 loss_ce_2: 0.3534 loss_bbox_2: 0.1979 loss_giou_2: 0.3852 loss_ce_3: 0.3305 loss_bbox_3: 0.1876 loss_giou_3: 0.3712 loss_ce_4: 0.323 loss_bbox_4: 0.1849 loss_giou_4: 0.3616 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:02] d2.utils.events INFO: eta: 23:40:56 iter: 146899 total_loss: 5.902 loss_ce: 0.3224 loss_bbox: 0.1837 loss_giou: 0.3475 loss_ce_0: 0.5069 loss_bbox_0: 0.3076 loss_giou_0: 0.5082 loss_ce_1: 0.4136 loss_bbox_1: 0.2186 loss_giou_1: 0.3894 loss_ce_2: 0.3552 loss_bbox_2: 0.1974 loss_giou_2: 0.3651 loss_ce_3: 0.3213 loss_bbox_3: 0.1903 loss_giou_3: 0.36 loss_ce_4: 0.3191 loss_bbox_4: 0.1854 loss_giou_4: 0.3496 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:08] d2.utils.events INFO: eta: 23:40:55 iter: 146919 total_loss: 5.96 loss_ce: 0.3098 loss_bbox: 0.1858 loss_giou: 0.3495 loss_ce_0: 0.5263 loss_bbox_0: 0.323 loss_giou_0: 0.5271 loss_ce_1: 0.3976 loss_bbox_1: 0.2183 loss_giou_1: 0.3875 loss_ce_2: 0.338 loss_bbox_2: 0.2028 loss_giou_2: 0.364 loss_ce_3: 0.3295 loss_bbox_3: 0.1952 loss_giou_3: 0.3533 loss_ce_4: 0.3089 loss_bbox_4: 0.1916 loss_giou_4: 0.3502 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:14] d2.utils.events INFO: eta: 23:40:51 iter: 146939 total_loss: 5.967 loss_ce: 0.3129 loss_bbox: 0.1876 loss_giou: 0.3371 loss_ce_0: 0.5381 loss_bbox_0: 0.3219 loss_giou_0: 0.5418 loss_ce_1: 0.4129 loss_bbox_1: 0.2217 loss_giou_1: 0.4011 loss_ce_2: 0.3534 loss_bbox_2: 0.1979 loss_giou_2: 0.3657 loss_ce_3: 0.322 loss_bbox_3: 0.1901 loss_giou_3: 0.3533 loss_ce_4: 0.3109 loss_bbox_4: 0.1848 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:19] d2.utils.events INFO: eta: 23:40:44 iter: 146959 total_loss: 6.329 loss_ce: 0.367 loss_bbox: 0.2042 loss_giou: 0.3682 loss_ce_0: 0.5558 loss_bbox_0: 0.3291 loss_giou_0: 0.5547 loss_ce_1: 0.4629 loss_bbox_1: 0.2311 loss_giou_1: 0.416 loss_ce_2: 0.4044 loss_bbox_2: 0.2141 loss_giou_2: 0.3837 loss_ce_3: 0.3757 loss_bbox_3: 0.21 loss_giou_3: 0.3727 loss_ce_4: 0.3704 loss_bbox_4: 0.2046 loss_giou_4: 0.3691 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:25] d2.utils.events INFO: eta: 23:40:32 iter: 146979 total_loss: 5.689 loss_ce: 0.303 loss_bbox: 0.1721 loss_giou: 0.3104 loss_ce_0: 0.5188 loss_bbox_0: 0.3168 loss_giou_0: 0.4906 loss_ce_1: 0.4097 loss_bbox_1: 0.2144 loss_giou_1: 0.3563 loss_ce_2: 0.3354 loss_bbox_2: 0.1924 loss_giou_2: 0.3306 loss_ce_3: 0.3085 loss_bbox_3: 0.1845 loss_giou_3: 0.3168 loss_ce_4: 0.3023 loss_bbox_4: 0.1792 loss_giou_4: 0.3115 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:31] d2.utils.events INFO: eta: 23:40:15 iter: 146999 total_loss: 5.972 loss_ce: 0.3194 loss_bbox: 0.1921 loss_giou: 0.3538 loss_ce_0: 0.5226 loss_bbox_0: 0.3249 loss_giou_0: 0.5136 loss_ce_1: 0.4169 loss_bbox_1: 0.2224 loss_giou_1: 0.392 loss_ce_2: 0.3523 loss_bbox_2: 0.2036 loss_giou_2: 0.3644 loss_ce_3: 0.3252 loss_bbox_3: 0.1978 loss_giou_3: 0.3563 loss_ce_4: 0.319 loss_bbox_4: 0.193 loss_giou_4: 0.3551 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:36] d2.utils.events INFO: eta: 23:40:20 iter: 147019 total_loss: 6.18 loss_ce: 0.3212 loss_bbox: 0.1958 loss_giou: 0.3634 loss_ce_0: 0.5406 loss_bbox_0: 0.3354 loss_giou_0: 0.5645 loss_ce_1: 0.4462 loss_bbox_1: 0.2378 loss_giou_1: 0.4199 loss_ce_2: 0.3641 loss_bbox_2: 0.2116 loss_giou_2: 0.3771 loss_ce_3: 0.3361 loss_bbox_3: 0.2029 loss_giou_3: 0.3699 loss_ce_4: 0.3208 loss_bbox_4: 0.1961 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:42] d2.utils.events INFO: eta: 23:40:04 iter: 147039 total_loss: 6.052 loss_ce: 0.3202 loss_bbox: 0.203 loss_giou: 0.3593 loss_ce_0: 0.5183 loss_bbox_0: 0.3267 loss_giou_0: 0.5275 loss_ce_1: 0.4169 loss_bbox_1: 0.226 loss_giou_1: 0.4011 loss_ce_2: 0.3624 loss_bbox_2: 0.2131 loss_giou_2: 0.3659 loss_ce_3: 0.3392 loss_bbox_3: 0.2027 loss_giou_3: 0.3612 loss_ce_4: 0.3142 loss_bbox_4: 0.1999 loss_giou_4: 0.3617 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:48] d2.utils.events INFO: eta: 23:39:43 iter: 147059 total_loss: 5.808 loss_ce: 0.3122 loss_bbox: 0.19 loss_giou: 0.3267 loss_ce_0: 0.5045 loss_bbox_0: 0.3263 loss_giou_0: 0.5085 loss_ce_1: 0.4062 loss_bbox_1: 0.2219 loss_giou_1: 0.3718 loss_ce_2: 0.3397 loss_bbox_2: 0.2053 loss_giou_2: 0.3494 loss_ce_3: 0.3139 loss_bbox_3: 0.1958 loss_giou_3: 0.3342 loss_ce_4: 0.3096 loss_bbox_4: 0.1918 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:53] d2.utils.events INFO: eta: 23:39:53 iter: 147079 total_loss: 6.098 loss_ce: 0.339 loss_bbox: 0.1903 loss_giou: 0.3549 loss_ce_0: 0.5153 loss_bbox_0: 0.3325 loss_giou_0: 0.5578 loss_ce_1: 0.4093 loss_bbox_1: 0.2215 loss_giou_1: 0.4143 loss_ce_2: 0.3659 loss_bbox_2: 0.2085 loss_giou_2: 0.3704 loss_ce_3: 0.345 loss_bbox_3: 0.2034 loss_giou_3: 0.3591 loss_ce_4: 0.3339 loss_bbox_4: 0.1951 loss_giou_4: 0.3535 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 01:12:59] d2.utils.events INFO: eta: 23:39:43 iter: 147099 total_loss: 5.837 loss_ce: 0.3309 loss_bbox: 0.1888 loss_giou: 0.3326 loss_ce_0: 0.5095 loss_bbox_0: 0.325 loss_giou_0: 0.515 loss_ce_1: 0.3992 loss_bbox_1: 0.2218 loss_giou_1: 0.3785 loss_ce_2: 0.3554 loss_bbox_2: 0.2032 loss_giou_2: 0.3475 loss_ce_3: 0.3266 loss_bbox_3: 0.1945 loss_giou_3: 0.3346 loss_ce_4: 0.3175 loss_bbox_4: 0.191 loss_giou_4: 0.3324 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:05] d2.utils.events INFO: eta: 23:39:17 iter: 147119 total_loss: 5.878 loss_ce: 0.3162 loss_bbox: 0.1927 loss_giou: 0.3428 loss_ce_0: 0.515 loss_bbox_0: 0.3236 loss_giou_0: 0.5147 loss_ce_1: 0.4151 loss_bbox_1: 0.2266 loss_giou_1: 0.3834 loss_ce_2: 0.3533 loss_bbox_2: 0.2067 loss_giou_2: 0.3493 loss_ce_3: 0.3224 loss_bbox_3: 0.1988 loss_giou_3: 0.3486 loss_ce_4: 0.3197 loss_bbox_4: 0.1932 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:10] d2.utils.events INFO: eta: 23:38:47 iter: 147139 total_loss: 6.075 loss_ce: 0.3184 loss_bbox: 0.1827 loss_giou: 0.3611 loss_ce_0: 0.5278 loss_bbox_0: 0.3254 loss_giou_0: 0.5652 loss_ce_1: 0.41 loss_bbox_1: 0.2204 loss_giou_1: 0.4091 loss_ce_2: 0.3496 loss_bbox_2: 0.198 loss_giou_2: 0.37 loss_ce_3: 0.3298 loss_bbox_3: 0.1887 loss_giou_3: 0.3648 loss_ce_4: 0.3185 loss_bbox_4: 0.1839 loss_giou_4: 0.3589 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:16] d2.utils.events INFO: eta: 23:39:15 iter: 147159 total_loss: 5.971 loss_ce: 0.3325 loss_bbox: 0.1925 loss_giou: 0.3609 loss_ce_0: 0.5207 loss_bbox_0: 0.3361 loss_giou_0: 0.5577 loss_ce_1: 0.4184 loss_bbox_1: 0.2324 loss_giou_1: 0.4113 loss_ce_2: 0.3612 loss_bbox_2: 0.216 loss_giou_2: 0.3813 loss_ce_3: 0.337 loss_bbox_3: 0.1989 loss_giou_3: 0.3757 loss_ce_4: 0.3316 loss_bbox_4: 0.1921 loss_giou_4: 0.3653 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:22] d2.utils.events INFO: eta: 23:38:44 iter: 147179 total_loss: 6.267 loss_ce: 0.3278 loss_bbox: 0.1976 loss_giou: 0.3656 loss_ce_0: 0.5155 loss_bbox_0: 0.329 loss_giou_0: 0.5649 loss_ce_1: 0.4261 loss_bbox_1: 0.2332 loss_giou_1: 0.4091 loss_ce_2: 0.3653 loss_bbox_2: 0.2161 loss_giou_2: 0.3879 loss_ce_3: 0.3445 loss_bbox_3: 0.2021 loss_giou_3: 0.3673 loss_ce_4: 0.3333 loss_bbox_4: 0.1969 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:28] d2.utils.events INFO: eta: 23:38:17 iter: 147199 total_loss: 6.173 loss_ce: 0.3406 loss_bbox: 0.2079 loss_giou: 0.3565 loss_ce_0: 0.5346 loss_bbox_0: 0.3371 loss_giou_0: 0.5321 loss_ce_1: 0.4367 loss_bbox_1: 0.2444 loss_giou_1: 0.4086 loss_ce_2: 0.3763 loss_bbox_2: 0.2255 loss_giou_2: 0.3821 loss_ce_3: 0.3536 loss_bbox_3: 0.2152 loss_giou_3: 0.3687 loss_ce_4: 0.341 loss_bbox_4: 0.2105 loss_giou_4: 0.3652 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:33] d2.utils.events INFO: eta: 23:37:23 iter: 147219 total_loss: 5.926 loss_ce: 0.3212 loss_bbox: 0.193 loss_giou: 0.3437 loss_ce_0: 0.5279 loss_bbox_0: 0.3184 loss_giou_0: 0.5279 loss_ce_1: 0.4194 loss_bbox_1: 0.2274 loss_giou_1: 0.3875 loss_ce_2: 0.3675 loss_bbox_2: 0.209 loss_giou_2: 0.3538 loss_ce_3: 0.3323 loss_bbox_3: 0.1981 loss_giou_3: 0.3502 loss_ce_4: 0.3189 loss_bbox_4: 0.1913 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:39] d2.utils.events INFO: eta: 23:37:17 iter: 147239 total_loss: 5.885 loss_ce: 0.3055 loss_bbox: 0.1923 loss_giou: 0.357 loss_ce_0: 0.5242 loss_bbox_0: 0.3243 loss_giou_0: 0.5503 loss_ce_1: 0.4158 loss_bbox_1: 0.2237 loss_giou_1: 0.4094 loss_ce_2: 0.3412 loss_bbox_2: 0.2028 loss_giou_2: 0.3694 loss_ce_3: 0.3161 loss_bbox_3: 0.1953 loss_giou_3: 0.3688 loss_ce_4: 0.3072 loss_bbox_4: 0.1936 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:45] d2.utils.events INFO: eta: 23:37:05 iter: 147259 total_loss: 5.982 loss_ce: 0.331 loss_bbox: 0.1885 loss_giou: 0.3416 loss_ce_0: 0.5129 loss_bbox_0: 0.3221 loss_giou_0: 0.5401 loss_ce_1: 0.4103 loss_bbox_1: 0.2195 loss_giou_1: 0.3937 loss_ce_2: 0.3604 loss_bbox_2: 0.2009 loss_giou_2: 0.3599 loss_ce_3: 0.334 loss_bbox_3: 0.2024 loss_giou_3: 0.3527 loss_ce_4: 0.3341 loss_bbox_4: 0.1907 loss_giou_4: 0.3433 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:50] d2.utils.events INFO: eta: 23:37:04 iter: 147279 total_loss: 5.852 loss_ce: 0.3104 loss_bbox: 0.1936 loss_giou: 0.341 loss_ce_0: 0.5153 loss_bbox_0: 0.3276 loss_giou_0: 0.5471 loss_ce_1: 0.407 loss_bbox_1: 0.2202 loss_giou_1: 0.3998 loss_ce_2: 0.3495 loss_bbox_2: 0.205 loss_giou_2: 0.3634 loss_ce_3: 0.3313 loss_bbox_3: 0.195 loss_giou_3: 0.3507 loss_ce_4: 0.3188 loss_bbox_4: 0.1934 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 01:13:56] d2.utils.events INFO: eta: 23:37:31 iter: 147299 total_loss: 6.044 loss_ce: 0.3257 loss_bbox: 0.1922 loss_giou: 0.3492 loss_ce_0: 0.5191 loss_bbox_0: 0.3135 loss_giou_0: 0.5389 loss_ce_1: 0.4078 loss_bbox_1: 0.2313 loss_giou_1: 0.4039 loss_ce_2: 0.3556 loss_bbox_2: 0.2019 loss_giou_2: 0.3677 loss_ce_3: 0.3278 loss_bbox_3: 0.1956 loss_giou_3: 0.3587 loss_ce_4: 0.3247 loss_bbox_4: 0.1893 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:02] d2.utils.events INFO: eta: 23:37:50 iter: 147319 total_loss: 5.772 loss_ce: 0.3169 loss_bbox: 0.1943 loss_giou: 0.3334 loss_ce_0: 0.5177 loss_bbox_0: 0.3354 loss_giou_0: 0.5229 loss_ce_1: 0.4174 loss_bbox_1: 0.2348 loss_giou_1: 0.3808 loss_ce_2: 0.3494 loss_bbox_2: 0.2046 loss_giou_2: 0.3549 loss_ce_3: 0.3269 loss_bbox_3: 0.1977 loss_giou_3: 0.3439 loss_ce_4: 0.3145 loss_bbox_4: 0.1953 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:07] d2.utils.events INFO: eta: 23:37:40 iter: 147339 total_loss: 6.011 loss_ce: 0.3316 loss_bbox: 0.1844 loss_giou: 0.3452 loss_ce_0: 0.508 loss_bbox_0: 0.3226 loss_giou_0: 0.5204 loss_ce_1: 0.4224 loss_bbox_1: 0.2186 loss_giou_1: 0.3998 loss_ce_2: 0.3745 loss_bbox_2: 0.202 loss_giou_2: 0.3676 loss_ce_3: 0.3281 loss_bbox_3: 0.1942 loss_giou_3: 0.3516 loss_ce_4: 0.3392 loss_bbox_4: 0.187 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:13] d2.utils.events INFO: eta: 23:37:41 iter: 147359 total_loss: 6.212 loss_ce: 0.3359 loss_bbox: 0.1891 loss_giou: 0.362 loss_ce_0: 0.5321 loss_bbox_0: 0.3338 loss_giou_0: 0.5441 loss_ce_1: 0.441 loss_bbox_1: 0.2263 loss_giou_1: 0.4122 loss_ce_2: 0.3776 loss_bbox_2: 0.2062 loss_giou_2: 0.3822 loss_ce_3: 0.3446 loss_bbox_3: 0.1964 loss_giou_3: 0.3697 loss_ce_4: 0.342 loss_bbox_4: 0.191 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:19] d2.utils.events INFO: eta: 23:37:38 iter: 147379 total_loss: 6.215 loss_ce: 0.3446 loss_bbox: 0.2039 loss_giou: 0.3521 loss_ce_0: 0.5415 loss_bbox_0: 0.3629 loss_giou_0: 0.551 loss_ce_1: 0.43 loss_bbox_1: 0.2439 loss_giou_1: 0.4104 loss_ce_2: 0.3695 loss_bbox_2: 0.2171 loss_giou_2: 0.3708 loss_ce_3: 0.3448 loss_bbox_3: 0.217 loss_giou_3: 0.3558 loss_ce_4: 0.3414 loss_bbox_4: 0.2111 loss_giou_4: 0.3577 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:25] d2.utils.events INFO: eta: 23:37:54 iter: 147399 total_loss: 5.915 loss_ce: 0.3314 loss_bbox: 0.1794 loss_giou: 0.3388 loss_ce_0: 0.5133 loss_bbox_0: 0.3353 loss_giou_0: 0.5283 loss_ce_1: 0.4188 loss_bbox_1: 0.22 loss_giou_1: 0.3914 loss_ce_2: 0.3657 loss_bbox_2: 0.1899 loss_giou_2: 0.3564 loss_ce_3: 0.3433 loss_bbox_3: 0.1885 loss_giou_3: 0.3442 loss_ce_4: 0.3322 loss_bbox_4: 0.183 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0350 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:30] d2.utils.events INFO: eta: 23:38:18 iter: 147419 total_loss: 6.056 loss_ce: 0.3175 loss_bbox: 0.1965 loss_giou: 0.3566 loss_ce_0: 0.5204 loss_bbox_0: 0.3284 loss_giou_0: 0.5416 loss_ce_1: 0.4143 loss_bbox_1: 0.2308 loss_giou_1: 0.4208 loss_ce_2: 0.3537 loss_bbox_2: 0.2096 loss_giou_2: 0.3877 loss_ce_3: 0.324 loss_bbox_3: 0.2058 loss_giou_3: 0.3664 loss_ce_4: 0.3164 loss_bbox_4: 0.2 loss_giou_4: 0.3631 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:36] d2.utils.events INFO: eta: 23:38:33 iter: 147439 total_loss: 6.245 loss_ce: 0.3346 loss_bbox: 0.2068 loss_giou: 0.3642 loss_ce_0: 0.5296 loss_bbox_0: 0.3484 loss_giou_0: 0.5517 loss_ce_1: 0.4339 loss_bbox_1: 0.245 loss_giou_1: 0.4186 loss_ce_2: 0.3676 loss_bbox_2: 0.2198 loss_giou_2: 0.3888 loss_ce_3: 0.343 loss_bbox_3: 0.2093 loss_giou_3: 0.3783 loss_ce_4: 0.3368 loss_bbox_4: 0.2067 loss_giou_4: 0.365 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:42] d2.utils.events INFO: eta: 23:38:33 iter: 147459 total_loss: 5.799 loss_ce: 0.3133 loss_bbox: 0.195 loss_giou: 0.345 loss_ce_0: 0.5143 loss_bbox_0: 0.3176 loss_giou_0: 0.5305 loss_ce_1: 0.4095 loss_bbox_1: 0.219 loss_giou_1: 0.3909 loss_ce_2: 0.3439 loss_bbox_2: 0.1999 loss_giou_2: 0.3626 loss_ce_3: 0.3271 loss_bbox_3: 0.19 loss_giou_3: 0.3509 loss_ce_4: 0.3112 loss_bbox_4: 0.1959 loss_giou_4: 0.3451 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:47] d2.utils.events INFO: eta: 23:38:36 iter: 147479 total_loss: 6.059 loss_ce: 0.3275 loss_bbox: 0.1938 loss_giou: 0.3552 loss_ce_0: 0.5122 loss_bbox_0: 0.3353 loss_giou_0: 0.5565 loss_ce_1: 0.4144 loss_bbox_1: 0.228 loss_giou_1: 0.4079 loss_ce_2: 0.3547 loss_bbox_2: 0.2007 loss_giou_2: 0.3728 loss_ce_3: 0.3341 loss_bbox_3: 0.1921 loss_giou_3: 0.3656 loss_ce_4: 0.3301 loss_bbox_4: 0.1875 loss_giou_4: 0.3579 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:53] d2.utils.events INFO: eta: 23:38:35 iter: 147499 total_loss: 6.027 loss_ce: 0.2996 loss_bbox: 0.1856 loss_giou: 0.3482 loss_ce_0: 0.5176 loss_bbox_0: 0.3161 loss_giou_0: 0.54 loss_ce_1: 0.4126 loss_bbox_1: 0.2156 loss_giou_1: 0.4056 loss_ce_2: 0.3297 loss_bbox_2: 0.1992 loss_giou_2: 0.3699 loss_ce_3: 0.3106 loss_bbox_3: 0.196 loss_giou_3: 0.358 loss_ce_4: 0.3007 loss_bbox_4: 0.1887 loss_giou_4: 0.3443 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 01:14:59] d2.utils.events INFO: eta: 23:38:29 iter: 147519 total_loss: 6.279 loss_ce: 0.3266 loss_bbox: 0.2116 loss_giou: 0.3795 loss_ce_0: 0.5325 loss_bbox_0: 0.3264 loss_giou_0: 0.5444 loss_ce_1: 0.4382 loss_bbox_1: 0.2396 loss_giou_1: 0.4207 loss_ce_2: 0.3581 loss_bbox_2: 0.2188 loss_giou_2: 0.3983 loss_ce_3: 0.3334 loss_bbox_3: 0.2113 loss_giou_3: 0.3846 loss_ce_4: 0.3299 loss_bbox_4: 0.2129 loss_giou_4: 0.3795 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:05] d2.utils.events INFO: eta: 23:38:47 iter: 147539 total_loss: 6.146 loss_ce: 0.32 loss_bbox: 0.1972 loss_giou: 0.3731 loss_ce_0: 0.5006 loss_bbox_0: 0.3269 loss_giou_0: 0.5757 loss_ce_1: 0.4134 loss_bbox_1: 0.2323 loss_giou_1: 0.4156 loss_ce_2: 0.364 loss_bbox_2: 0.2146 loss_giou_2: 0.3958 loss_ce_3: 0.336 loss_bbox_3: 0.2025 loss_giou_3: 0.3835 loss_ce_4: 0.3261 loss_bbox_4: 0.1995 loss_giou_4: 0.3749 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:10] d2.utils.events INFO: eta: 23:39:07 iter: 147559 total_loss: 5.609 loss_ce: 0.2952 loss_bbox: 0.1839 loss_giou: 0.331 loss_ce_0: 0.5005 loss_bbox_0: 0.3339 loss_giou_0: 0.5128 loss_ce_1: 0.401 loss_bbox_1: 0.2214 loss_giou_1: 0.369 loss_ce_2: 0.3382 loss_bbox_2: 0.1992 loss_giou_2: 0.3347 loss_ce_3: 0.3075 loss_bbox_3: 0.1859 loss_giou_3: 0.3269 loss_ce_4: 0.2989 loss_bbox_4: 0.1889 loss_giou_4: 0.3308 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:16] d2.utils.events INFO: eta: 23:38:46 iter: 147579 total_loss: 6.096 loss_ce: 0.3089 loss_bbox: 0.1944 loss_giou: 0.3517 loss_ce_0: 0.5004 loss_bbox_0: 0.3206 loss_giou_0: 0.5464 loss_ce_1: 0.4073 loss_bbox_1: 0.2278 loss_giou_1: 0.4028 loss_ce_2: 0.3519 loss_bbox_2: 0.2066 loss_giou_2: 0.3696 loss_ce_3: 0.3186 loss_bbox_3: 0.1966 loss_giou_3: 0.3565 loss_ce_4: 0.3183 loss_bbox_4: 0.1967 loss_giou_4: 0.3507 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:22] d2.utils.events INFO: eta: 23:38:36 iter: 147599 total_loss: 6.129 loss_ce: 0.3329 loss_bbox: 0.186 loss_giou: 0.3593 loss_ce_0: 0.5359 loss_bbox_0: 0.3199 loss_giou_0: 0.5553 loss_ce_1: 0.4251 loss_bbox_1: 0.2155 loss_giou_1: 0.4182 loss_ce_2: 0.3619 loss_bbox_2: 0.1918 loss_giou_2: 0.3933 loss_ce_3: 0.3477 loss_bbox_3: 0.19 loss_giou_3: 0.3748 loss_ce_4: 0.3386 loss_bbox_4: 0.1843 loss_giou_4: 0.3675 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:27] d2.utils.events INFO: eta: 23:38:34 iter: 147619 total_loss: 6.162 loss_ce: 0.341 loss_bbox: 0.1945 loss_giou: 0.3481 loss_ce_0: 0.5176 loss_bbox_0: 0.3181 loss_giou_0: 0.5044 loss_ce_1: 0.413 loss_bbox_1: 0.2284 loss_giou_1: 0.3963 loss_ce_2: 0.3565 loss_bbox_2: 0.2106 loss_giou_2: 0.362 loss_ce_3: 0.3325 loss_bbox_3: 0.1982 loss_giou_3: 0.3531 loss_ce_4: 0.3385 loss_bbox_4: 0.1973 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:33] d2.utils.events INFO: eta: 23:38:19 iter: 147639 total_loss: 6.008 loss_ce: 0.3125 loss_bbox: 0.1954 loss_giou: 0.3606 loss_ce_0: 0.5232 loss_bbox_0: 0.3328 loss_giou_0: 0.5551 loss_ce_1: 0.4209 loss_bbox_1: 0.2276 loss_giou_1: 0.414 loss_ce_2: 0.3583 loss_bbox_2: 0.2075 loss_giou_2: 0.384 loss_ce_3: 0.3302 loss_bbox_3: 0.1962 loss_giou_3: 0.3731 loss_ce_4: 0.3121 loss_bbox_4: 0.1973 loss_giou_4: 0.365 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:39] d2.utils.events INFO: eta: 23:38:53 iter: 147659 total_loss: 6.022 loss_ce: 0.318 loss_bbox: 0.1893 loss_giou: 0.3425 loss_ce_0: 0.5144 loss_bbox_0: 0.3158 loss_giou_0: 0.509 loss_ce_1: 0.3986 loss_bbox_1: 0.2246 loss_giou_1: 0.3854 loss_ce_2: 0.3434 loss_bbox_2: 0.2047 loss_giou_2: 0.3526 loss_ce_3: 0.3152 loss_bbox_3: 0.196 loss_giou_3: 0.3496 loss_ce_4: 0.3109 loss_bbox_4: 0.1922 loss_giou_4: 0.3506 time: 0.2802 data_time: 0.0357 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:45] d2.utils.events INFO: eta: 23:39:21 iter: 147679 total_loss: 6.306 loss_ce: 0.331 loss_bbox: 0.1978 loss_giou: 0.3652 loss_ce_0: 0.5117 loss_bbox_0: 0.3438 loss_giou_0: 0.5425 loss_ce_1: 0.4121 loss_bbox_1: 0.2406 loss_giou_1: 0.4167 loss_ce_2: 0.3631 loss_bbox_2: 0.2079 loss_giou_2: 0.3839 loss_ce_3: 0.3418 loss_bbox_3: 0.2018 loss_giou_3: 0.3748 loss_ce_4: 0.3301 loss_bbox_4: 0.1987 loss_giou_4: 0.3718 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:50] d2.utils.events INFO: eta: 23:39:15 iter: 147699 total_loss: 6.042 loss_ce: 0.328 loss_bbox: 0.193 loss_giou: 0.3336 loss_ce_0: 0.5267 loss_bbox_0: 0.3335 loss_giou_0: 0.5049 loss_ce_1: 0.4245 loss_bbox_1: 0.2313 loss_giou_1: 0.3875 loss_ce_2: 0.3668 loss_bbox_2: 0.2142 loss_giou_2: 0.3555 loss_ce_3: 0.3383 loss_bbox_3: 0.2054 loss_giou_3: 0.3411 loss_ce_4: 0.3313 loss_bbox_4: 0.1941 loss_giou_4: 0.3345 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 01:15:56] d2.utils.events INFO: eta: 23:39:08 iter: 147719 total_loss: 6.011 loss_ce: 0.3082 loss_bbox: 0.2048 loss_giou: 0.3305 loss_ce_0: 0.5094 loss_bbox_0: 0.329 loss_giou_0: 0.5187 loss_ce_1: 0.4051 loss_bbox_1: 0.2291 loss_giou_1: 0.3876 loss_ce_2: 0.3412 loss_bbox_2: 0.2153 loss_giou_2: 0.3565 loss_ce_3: 0.3041 loss_bbox_3: 0.2106 loss_giou_3: 0.3406 loss_ce_4: 0.3075 loss_bbox_4: 0.2047 loss_giou_4: 0.3329 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:02] d2.utils.events INFO: eta: 23:39:39 iter: 147739 total_loss: 5.802 loss_ce: 0.3023 loss_bbox: 0.1853 loss_giou: 0.3439 loss_ce_0: 0.4932 loss_bbox_0: 0.3157 loss_giou_0: 0.5242 loss_ce_1: 0.3829 loss_bbox_1: 0.2229 loss_giou_1: 0.3892 loss_ce_2: 0.3294 loss_bbox_2: 0.2051 loss_giou_2: 0.3641 loss_ce_3: 0.3117 loss_bbox_3: 0.1904 loss_giou_3: 0.3528 loss_ce_4: 0.3081 loss_bbox_4: 0.1862 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:07] d2.utils.events INFO: eta: 23:39:33 iter: 147759 total_loss: 6.015 loss_ce: 0.3147 loss_bbox: 0.1858 loss_giou: 0.3348 loss_ce_0: 0.5225 loss_bbox_0: 0.319 loss_giou_0: 0.5592 loss_ce_1: 0.4168 loss_bbox_1: 0.2265 loss_giou_1: 0.3997 loss_ce_2: 0.3471 loss_bbox_2: 0.2038 loss_giou_2: 0.3595 loss_ce_3: 0.321 loss_bbox_3: 0.1917 loss_giou_3: 0.3481 loss_ce_4: 0.315 loss_bbox_4: 0.187 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:13] d2.utils.events INFO: eta: 23:39:27 iter: 147779 total_loss: 6.16 loss_ce: 0.3222 loss_bbox: 0.2012 loss_giou: 0.3552 loss_ce_0: 0.5153 loss_bbox_0: 0.3305 loss_giou_0: 0.5319 loss_ce_1: 0.4353 loss_bbox_1: 0.2377 loss_giou_1: 0.3904 loss_ce_2: 0.3728 loss_bbox_2: 0.2184 loss_giou_2: 0.3577 loss_ce_3: 0.338 loss_bbox_3: 0.2014 loss_giou_3: 0.3608 loss_ce_4: 0.3314 loss_bbox_4: 0.1974 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:19] d2.utils.events INFO: eta: 23:39:18 iter: 147799 total_loss: 5.898 loss_ce: 0.3033 loss_bbox: 0.2008 loss_giou: 0.3309 loss_ce_0: 0.5027 loss_bbox_0: 0.3345 loss_giou_0: 0.5103 loss_ce_1: 0.4099 loss_bbox_1: 0.2304 loss_giou_1: 0.3799 loss_ce_2: 0.3539 loss_bbox_2: 0.2087 loss_giou_2: 0.3538 loss_ce_3: 0.3107 loss_bbox_3: 0.2033 loss_giou_3: 0.3399 loss_ce_4: 0.3069 loss_bbox_4: 0.199 loss_giou_4: 0.3292 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:25] d2.utils.events INFO: eta: 23:39:13 iter: 147819 total_loss: 5.735 loss_ce: 0.2974 loss_bbox: 0.1946 loss_giou: 0.3322 loss_ce_0: 0.5076 loss_bbox_0: 0.3265 loss_giou_0: 0.502 loss_ce_1: 0.4086 loss_bbox_1: 0.2279 loss_giou_1: 0.3841 loss_ce_2: 0.3475 loss_bbox_2: 0.2059 loss_giou_2: 0.3435 loss_ce_3: 0.3103 loss_bbox_3: 0.2017 loss_giou_3: 0.3379 loss_ce_4: 0.302 loss_bbox_4: 0.1972 loss_giou_4: 0.3355 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:30] d2.utils.events INFO: eta: 23:39:03 iter: 147839 total_loss: 5.558 loss_ce: 0.2949 loss_bbox: 0.1913 loss_giou: 0.3267 loss_ce_0: 0.5228 loss_bbox_0: 0.3271 loss_giou_0: 0.5092 loss_ce_1: 0.402 loss_bbox_1: 0.2242 loss_giou_1: 0.3704 loss_ce_2: 0.3319 loss_bbox_2: 0.2054 loss_giou_2: 0.3463 loss_ce_3: 0.3116 loss_bbox_3: 0.1959 loss_giou_3: 0.3303 loss_ce_4: 0.2961 loss_bbox_4: 0.194 loss_giou_4: 0.3267 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:36] d2.utils.events INFO: eta: 23:40:09 iter: 147859 total_loss: 6.027 loss_ce: 0.3244 loss_bbox: 0.1877 loss_giou: 0.3374 loss_ce_0: 0.5029 loss_bbox_0: 0.3181 loss_giou_0: 0.5195 loss_ce_1: 0.4044 loss_bbox_1: 0.2232 loss_giou_1: 0.3836 loss_ce_2: 0.357 loss_bbox_2: 0.1976 loss_giou_2: 0.3495 loss_ce_3: 0.3278 loss_bbox_3: 0.1919 loss_giou_3: 0.3434 loss_ce_4: 0.3288 loss_bbox_4: 0.1895 loss_giou_4: 0.3366 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:42] d2.utils.events INFO: eta: 23:40:03 iter: 147879 total_loss: 6.094 loss_ce: 0.3173 loss_bbox: 0.2006 loss_giou: 0.3554 loss_ce_0: 0.5131 loss_bbox_0: 0.312 loss_giou_0: 0.5501 loss_ce_1: 0.4228 loss_bbox_1: 0.2287 loss_giou_1: 0.4004 loss_ce_2: 0.3602 loss_bbox_2: 0.2094 loss_giou_2: 0.3665 loss_ce_3: 0.3306 loss_bbox_3: 0.2058 loss_giou_3: 0.3632 loss_ce_4: 0.3195 loss_bbox_4: 0.2024 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:47] d2.utils.events INFO: eta: 23:39:29 iter: 147899 total_loss: 5.945 loss_ce: 0.3075 loss_bbox: 0.1857 loss_giou: 0.3441 loss_ce_0: 0.4963 loss_bbox_0: 0.3094 loss_giou_0: 0.5266 loss_ce_1: 0.4061 loss_bbox_1: 0.2124 loss_giou_1: 0.3931 loss_ce_2: 0.3438 loss_bbox_2: 0.194 loss_giou_2: 0.3615 loss_ce_3: 0.3103 loss_bbox_3: 0.192 loss_giou_3: 0.3486 loss_ce_4: 0.2973 loss_bbox_4: 0.1872 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:53] d2.utils.events INFO: eta: 23:39:21 iter: 147919 total_loss: 5.725 loss_ce: 0.2894 loss_bbox: 0.1818 loss_giou: 0.3349 loss_ce_0: 0.5 loss_bbox_0: 0.3171 loss_giou_0: 0.5308 loss_ce_1: 0.3878 loss_bbox_1: 0.2185 loss_giou_1: 0.3816 loss_ce_2: 0.3221 loss_bbox_2: 0.1894 loss_giou_2: 0.3504 loss_ce_3: 0.2964 loss_bbox_3: 0.1835 loss_giou_3: 0.34 loss_ce_4: 0.285 loss_bbox_4: 0.1793 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 01:16:59] d2.utils.events INFO: eta: 23:39:22 iter: 147939 total_loss: 5.764 loss_ce: 0.3125 loss_bbox: 0.1879 loss_giou: 0.3258 loss_ce_0: 0.5116 loss_bbox_0: 0.3242 loss_giou_0: 0.517 loss_ce_1: 0.4074 loss_bbox_1: 0.2247 loss_giou_1: 0.3775 loss_ce_2: 0.353 loss_bbox_2: 0.2038 loss_giou_2: 0.3419 loss_ce_3: 0.3261 loss_bbox_3: 0.198 loss_giou_3: 0.3242 loss_ce_4: 0.3126 loss_bbox_4: 0.1928 loss_giou_4: 0.3245 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:04] d2.utils.events INFO: eta: 23:39:16 iter: 147959 total_loss: 5.828 loss_ce: 0.3165 loss_bbox: 0.1964 loss_giou: 0.3389 loss_ce_0: 0.5253 loss_bbox_0: 0.3244 loss_giou_0: 0.5083 loss_ce_1: 0.4081 loss_bbox_1: 0.2268 loss_giou_1: 0.382 loss_ce_2: 0.345 loss_bbox_2: 0.2083 loss_giou_2: 0.3531 loss_ce_3: 0.3327 loss_bbox_3: 0.1988 loss_giou_3: 0.3463 loss_ce_4: 0.3208 loss_bbox_4: 0.1945 loss_giou_4: 0.3398 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:10] d2.utils.events INFO: eta: 23:38:42 iter: 147979 total_loss: 5.962 loss_ce: 0.3269 loss_bbox: 0.1877 loss_giou: 0.3582 loss_ce_0: 0.5156 loss_bbox_0: 0.3118 loss_giou_0: 0.5481 loss_ce_1: 0.4147 loss_bbox_1: 0.2159 loss_giou_1: 0.405 loss_ce_2: 0.3548 loss_bbox_2: 0.2011 loss_giou_2: 0.3838 loss_ce_3: 0.3398 loss_bbox_3: 0.192 loss_giou_3: 0.3691 loss_ce_4: 0.3281 loss_bbox_4: 0.188 loss_giou_4: 0.3648 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:16] d2.utils.events INFO: eta: 23:38:58 iter: 147999 total_loss: 5.898 loss_ce: 0.3129 loss_bbox: 0.1825 loss_giou: 0.3613 loss_ce_0: 0.5216 loss_bbox_0: 0.3216 loss_giou_0: 0.5614 loss_ce_1: 0.4252 loss_bbox_1: 0.2194 loss_giou_1: 0.4185 loss_ce_2: 0.36 loss_bbox_2: 0.2021 loss_giou_2: 0.378 loss_ce_3: 0.3241 loss_bbox_3: 0.1904 loss_giou_3: 0.3694 loss_ce_4: 0.3131 loss_bbox_4: 0.1883 loss_giou_4: 0.3646 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:21] d2.utils.events INFO: eta: 23:38:52 iter: 148019 total_loss: 5.698 loss_ce: 0.3061 loss_bbox: 0.1811 loss_giou: 0.3219 loss_ce_0: 0.5127 loss_bbox_0: 0.3168 loss_giou_0: 0.4949 loss_ce_1: 0.4062 loss_bbox_1: 0.2174 loss_giou_1: 0.3697 loss_ce_2: 0.3409 loss_bbox_2: 0.1861 loss_giou_2: 0.3363 loss_ce_3: 0.3138 loss_bbox_3: 0.1834 loss_giou_3: 0.3293 loss_ce_4: 0.3044 loss_bbox_4: 0.1807 loss_giou_4: 0.33 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:27] d2.utils.events INFO: eta: 23:38:34 iter: 148039 total_loss: 6.084 loss_ce: 0.324 loss_bbox: 0.2052 loss_giou: 0.3519 loss_ce_0: 0.5476 loss_bbox_0: 0.335 loss_giou_0: 0.5319 loss_ce_1: 0.4338 loss_bbox_1: 0.2351 loss_giou_1: 0.4043 loss_ce_2: 0.3747 loss_bbox_2: 0.2147 loss_giou_2: 0.3768 loss_ce_3: 0.3356 loss_bbox_3: 0.2088 loss_giou_3: 0.3614 loss_ce_4: 0.327 loss_bbox_4: 0.2077 loss_giou_4: 0.3584 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:33] d2.utils.events INFO: eta: 23:39:16 iter: 148059 total_loss: 5.86 loss_ce: 0.2879 loss_bbox: 0.1699 loss_giou: 0.347 loss_ce_0: 0.5385 loss_bbox_0: 0.3106 loss_giou_0: 0.5331 loss_ce_1: 0.4216 loss_bbox_1: 0.1982 loss_giou_1: 0.3986 loss_ce_2: 0.356 loss_bbox_2: 0.1827 loss_giou_2: 0.3706 loss_ce_3: 0.3082 loss_bbox_3: 0.1765 loss_giou_3: 0.3601 loss_ce_4: 0.2889 loss_bbox_4: 0.1721 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:38] d2.utils.events INFO: eta: 23:38:42 iter: 148079 total_loss: 5.822 loss_ce: 0.2953 loss_bbox: 0.21 loss_giou: 0.3369 loss_ce_0: 0.494 loss_bbox_0: 0.3348 loss_giou_0: 0.5175 loss_ce_1: 0.3982 loss_bbox_1: 0.2398 loss_giou_1: 0.3854 loss_ce_2: 0.3311 loss_bbox_2: 0.2182 loss_giou_2: 0.3485 loss_ce_3: 0.3034 loss_bbox_3: 0.218 loss_giou_3: 0.3462 loss_ce_4: 0.2999 loss_bbox_4: 0.2121 loss_giou_4: 0.3369 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:44] d2.utils.events INFO: eta: 23:38:32 iter: 148099 total_loss: 5.906 loss_ce: 0.3177 loss_bbox: 0.1886 loss_giou: 0.3332 loss_ce_0: 0.5067 loss_bbox_0: 0.3368 loss_giou_0: 0.5162 loss_ce_1: 0.404 loss_bbox_1: 0.2404 loss_giou_1: 0.3963 loss_ce_2: 0.3485 loss_bbox_2: 0.2091 loss_giou_2: 0.3624 loss_ce_3: 0.325 loss_bbox_3: 0.1985 loss_giou_3: 0.3464 loss_ce_4: 0.3114 loss_bbox_4: 0.193 loss_giou_4: 0.3347 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:50] d2.utils.events INFO: eta: 23:38:31 iter: 148119 total_loss: 5.924 loss_ce: 0.3031 loss_bbox: 0.1871 loss_giou: 0.3539 loss_ce_0: 0.5074 loss_bbox_0: 0.3064 loss_giou_0: 0.5435 loss_ce_1: 0.398 loss_bbox_1: 0.217 loss_giou_1: 0.4099 loss_ce_2: 0.3299 loss_bbox_2: 0.1984 loss_giou_2: 0.3716 loss_ce_3: 0.3125 loss_bbox_3: 0.1909 loss_giou_3: 0.3708 loss_ce_4: 0.2955 loss_bbox_4: 0.1919 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 01:17:55] d2.utils.events INFO: eta: 23:39:12 iter: 148139 total_loss: 5.72 loss_ce: 0.3115 loss_bbox: 0.2017 loss_giou: 0.3241 loss_ce_0: 0.5024 loss_bbox_0: 0.3252 loss_giou_0: 0.4874 loss_ce_1: 0.4 loss_bbox_1: 0.2348 loss_giou_1: 0.3652 loss_ce_2: 0.3495 loss_bbox_2: 0.2193 loss_giou_2: 0.3403 loss_ce_3: 0.3246 loss_bbox_3: 0.2083 loss_giou_3: 0.3352 loss_ce_4: 0.3123 loss_bbox_4: 0.2033 loss_giou_4: 0.3267 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:01] d2.utils.events INFO: eta: 23:38:48 iter: 148159 total_loss: 5.894 loss_ce: 0.3257 loss_bbox: 0.2012 loss_giou: 0.334 loss_ce_0: 0.5302 loss_bbox_0: 0.3382 loss_giou_0: 0.5175 loss_ce_1: 0.4067 loss_bbox_1: 0.2335 loss_giou_1: 0.3835 loss_ce_2: 0.3463 loss_bbox_2: 0.2106 loss_giou_2: 0.3465 loss_ce_3: 0.3171 loss_bbox_3: 0.2041 loss_giou_3: 0.3432 loss_ce_4: 0.3163 loss_bbox_4: 0.2042 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:07] d2.utils.events INFO: eta: 23:38:42 iter: 148179 total_loss: 6.04 loss_ce: 0.3379 loss_bbox: 0.1744 loss_giou: 0.3465 loss_ce_0: 0.5061 loss_bbox_0: 0.3015 loss_giou_0: 0.5612 loss_ce_1: 0.4245 loss_bbox_1: 0.2078 loss_giou_1: 0.4223 loss_ce_2: 0.3724 loss_bbox_2: 0.18 loss_giou_2: 0.3768 loss_ce_3: 0.3497 loss_bbox_3: 0.1823 loss_giou_3: 0.3631 loss_ce_4: 0.3359 loss_bbox_4: 0.1783 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:13] d2.utils.events INFO: eta: 23:38:45 iter: 148199 total_loss: 6.231 loss_ce: 0.3279 loss_bbox: 0.1845 loss_giou: 0.3776 loss_ce_0: 0.518 loss_bbox_0: 0.3303 loss_giou_0: 0.6019 loss_ce_1: 0.4115 loss_bbox_1: 0.2192 loss_giou_1: 0.4416 loss_ce_2: 0.3631 loss_bbox_2: 0.199 loss_giou_2: 0.3984 loss_ce_3: 0.3369 loss_bbox_3: 0.1919 loss_giou_3: 0.389 loss_ce_4: 0.3346 loss_bbox_4: 0.1876 loss_giou_4: 0.378 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:18] d2.utils.events INFO: eta: 23:38:55 iter: 148219 total_loss: 5.941 loss_ce: 0.3168 loss_bbox: 0.1898 loss_giou: 0.3269 loss_ce_0: 0.4947 loss_bbox_0: 0.3225 loss_giou_0: 0.4789 loss_ce_1: 0.396 loss_bbox_1: 0.2229 loss_giou_1: 0.3757 loss_ce_2: 0.3342 loss_bbox_2: 0.2002 loss_giou_2: 0.3456 loss_ce_3: 0.3179 loss_bbox_3: 0.1995 loss_giou_3: 0.3343 loss_ce_4: 0.32 loss_bbox_4: 0.1922 loss_giou_4: 0.3282 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:24] d2.utils.events INFO: eta: 23:38:49 iter: 148239 total_loss: 5.876 loss_ce: 0.2989 loss_bbox: 0.1932 loss_giou: 0.3334 loss_ce_0: 0.5288 loss_bbox_0: 0.3274 loss_giou_0: 0.5074 loss_ce_1: 0.3958 loss_bbox_1: 0.2286 loss_giou_1: 0.3809 loss_ce_2: 0.3325 loss_bbox_2: 0.2091 loss_giou_2: 0.3462 loss_ce_3: 0.3182 loss_bbox_3: 0.198 loss_giou_3: 0.338 loss_ce_4: 0.3034 loss_bbox_4: 0.1951 loss_giou_4: 0.3276 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:30] d2.utils.events INFO: eta: 23:38:39 iter: 148259 total_loss: 5.783 loss_ce: 0.3102 loss_bbox: 0.1951 loss_giou: 0.3332 loss_ce_0: 0.5216 loss_bbox_0: 0.3311 loss_giou_0: 0.5106 loss_ce_1: 0.4216 loss_bbox_1: 0.2366 loss_giou_1: 0.3915 loss_ce_2: 0.3587 loss_bbox_2: 0.2121 loss_giou_2: 0.3618 loss_ce_3: 0.3287 loss_bbox_3: 0.1988 loss_giou_3: 0.348 loss_ce_4: 0.3082 loss_bbox_4: 0.1972 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:35] d2.utils.events INFO: eta: 23:38:32 iter: 148279 total_loss: 5.763 loss_ce: 0.2984 loss_bbox: 0.1894 loss_giou: 0.3469 loss_ce_0: 0.5169 loss_bbox_0: 0.318 loss_giou_0: 0.5474 loss_ce_1: 0.3935 loss_bbox_1: 0.2187 loss_giou_1: 0.3986 loss_ce_2: 0.3361 loss_bbox_2: 0.1985 loss_giou_2: 0.3602 loss_ce_3: 0.3107 loss_bbox_3: 0.1911 loss_giou_3: 0.3509 loss_ce_4: 0.3015 loss_bbox_4: 0.1891 loss_giou_4: 0.3476 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:41] d2.utils.events INFO: eta: 23:38:21 iter: 148299 total_loss: 6.118 loss_ce: 0.31 loss_bbox: 0.1822 loss_giou: 0.3562 loss_ce_0: 0.5226 loss_bbox_0: 0.3397 loss_giou_0: 0.5175 loss_ce_1: 0.418 loss_bbox_1: 0.2301 loss_giou_1: 0.4044 loss_ce_2: 0.354 loss_bbox_2: 0.2066 loss_giou_2: 0.3704 loss_ce_3: 0.3239 loss_bbox_3: 0.1918 loss_giou_3: 0.3657 loss_ce_4: 0.3157 loss_bbox_4: 0.1864 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:47] d2.utils.events INFO: eta: 23:38:20 iter: 148319 total_loss: 6.123 loss_ce: 0.3226 loss_bbox: 0.1837 loss_giou: 0.3596 loss_ce_0: 0.5232 loss_bbox_0: 0.325 loss_giou_0: 0.5538 loss_ce_1: 0.4117 loss_bbox_1: 0.2334 loss_giou_1: 0.4209 loss_ce_2: 0.3489 loss_bbox_2: 0.1996 loss_giou_2: 0.3839 loss_ce_3: 0.3323 loss_bbox_3: 0.1932 loss_giou_3: 0.3742 loss_ce_4: 0.3321 loss_bbox_4: 0.1858 loss_giou_4: 0.3599 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:52] d2.utils.events INFO: eta: 23:38:15 iter: 148339 total_loss: 6.292 loss_ce: 0.3287 loss_bbox: 0.1871 loss_giou: 0.3597 loss_ce_0: 0.526 loss_bbox_0: 0.3187 loss_giou_0: 0.5378 loss_ce_1: 0.4224 loss_bbox_1: 0.2153 loss_giou_1: 0.4052 loss_ce_2: 0.38 loss_bbox_2: 0.1984 loss_giou_2: 0.3728 loss_ce_3: 0.3491 loss_bbox_3: 0.1953 loss_giou_3: 0.3674 loss_ce_4: 0.339 loss_bbox_4: 0.1903 loss_giou_4: 0.367 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:18:58] d2.utils.events INFO: eta: 23:37:41 iter: 148359 total_loss: 5.85 loss_ce: 0.3013 loss_bbox: 0.2038 loss_giou: 0.3515 loss_ce_0: 0.5091 loss_bbox_0: 0.3243 loss_giou_0: 0.5378 loss_ce_1: 0.4046 loss_bbox_1: 0.2382 loss_giou_1: 0.4016 loss_ce_2: 0.3372 loss_bbox_2: 0.2109 loss_giou_2: 0.3758 loss_ce_3: 0.3066 loss_bbox_3: 0.2082 loss_giou_3: 0.3637 loss_ce_4: 0.3015 loss_bbox_4: 0.2068 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:04] d2.utils.events INFO: eta: 23:37:46 iter: 148379 total_loss: 5.851 loss_ce: 0.2925 loss_bbox: 0.1833 loss_giou: 0.3552 loss_ce_0: 0.4976 loss_bbox_0: 0.3244 loss_giou_0: 0.5458 loss_ce_1: 0.4037 loss_bbox_1: 0.2143 loss_giou_1: 0.399 loss_ce_2: 0.343 loss_bbox_2: 0.1933 loss_giou_2: 0.3694 loss_ce_3: 0.3119 loss_bbox_3: 0.1882 loss_giou_3: 0.3613 loss_ce_4: 0.2943 loss_bbox_4: 0.1826 loss_giou_4: 0.3561 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:09] d2.utils.events INFO: eta: 23:36:40 iter: 148399 total_loss: 6.001 loss_ce: 0.3077 loss_bbox: 0.1964 loss_giou: 0.3497 loss_ce_0: 0.4998 loss_bbox_0: 0.3363 loss_giou_0: 0.5277 loss_ce_1: 0.4053 loss_bbox_1: 0.2316 loss_giou_1: 0.3903 loss_ce_2: 0.3455 loss_bbox_2: 0.2122 loss_giou_2: 0.3697 loss_ce_3: 0.3148 loss_bbox_3: 0.2013 loss_giou_3: 0.3656 loss_ce_4: 0.3079 loss_bbox_4: 0.1982 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:15] d2.utils.events INFO: eta: 23:36:13 iter: 148419 total_loss: 5.662 loss_ce: 0.2862 loss_bbox: 0.1766 loss_giou: 0.3496 loss_ce_0: 0.4975 loss_bbox_0: 0.2996 loss_giou_0: 0.5511 loss_ce_1: 0.3836 loss_bbox_1: 0.2132 loss_giou_1: 0.4016 loss_ce_2: 0.3268 loss_bbox_2: 0.1884 loss_giou_2: 0.3684 loss_ce_3: 0.298 loss_bbox_3: 0.1795 loss_giou_3: 0.3614 loss_ce_4: 0.284 loss_bbox_4: 0.1775 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:21] d2.utils.events INFO: eta: 23:36:25 iter: 148439 total_loss: 5.984 loss_ce: 0.3272 loss_bbox: 0.1923 loss_giou: 0.3299 loss_ce_0: 0.5066 loss_bbox_0: 0.3423 loss_giou_0: 0.5013 loss_ce_1: 0.4237 loss_bbox_1: 0.226 loss_giou_1: 0.3802 loss_ce_2: 0.3753 loss_bbox_2: 0.2075 loss_giou_2: 0.3427 loss_ce_3: 0.3332 loss_bbox_3: 0.2013 loss_giou_3: 0.3372 loss_ce_4: 0.3228 loss_bbox_4: 0.1951 loss_giou_4: 0.3261 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:26] d2.utils.events INFO: eta: 23:36:20 iter: 148459 total_loss: 5.759 loss_ce: 0.2828 loss_bbox: 0.1828 loss_giou: 0.3521 loss_ce_0: 0.4941 loss_bbox_0: 0.3168 loss_giou_0: 0.5376 loss_ce_1: 0.3901 loss_bbox_1: 0.2159 loss_giou_1: 0.4016 loss_ce_2: 0.33 loss_bbox_2: 0.1928 loss_giou_2: 0.3626 loss_ce_3: 0.3011 loss_bbox_3: 0.1862 loss_giou_3: 0.3577 loss_ce_4: 0.2889 loss_bbox_4: 0.1852 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:32] d2.utils.events INFO: eta: 23:35:45 iter: 148479 total_loss: 6.059 loss_ce: 0.3169 loss_bbox: 0.1909 loss_giou: 0.3624 loss_ce_0: 0.5275 loss_bbox_0: 0.3216 loss_giou_0: 0.5516 loss_ce_1: 0.4112 loss_bbox_1: 0.2372 loss_giou_1: 0.4141 loss_ce_2: 0.3621 loss_bbox_2: 0.2097 loss_giou_2: 0.3791 loss_ce_3: 0.3307 loss_bbox_3: 0.1956 loss_giou_3: 0.3702 loss_ce_4: 0.3215 loss_bbox_4: 0.1914 loss_giou_4: 0.3679 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:38] d2.utils.events INFO: eta: 23:35:03 iter: 148499 total_loss: 5.934 loss_ce: 0.2886 loss_bbox: 0.1871 loss_giou: 0.3496 loss_ce_0: 0.4892 loss_bbox_0: 0.3177 loss_giou_0: 0.5423 loss_ce_1: 0.391 loss_bbox_1: 0.2287 loss_giou_1: 0.4119 loss_ce_2: 0.3252 loss_bbox_2: 0.2009 loss_giou_2: 0.3678 loss_ce_3: 0.2968 loss_bbox_3: 0.1936 loss_giou_3: 0.3592 loss_ce_4: 0.2917 loss_bbox_4: 0.1876 loss_giou_4: 0.3549 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:43] d2.utils.events INFO: eta: 23:34:57 iter: 148519 total_loss: 5.944 loss_ce: 0.2944 loss_bbox: 0.1932 loss_giou: 0.3475 loss_ce_0: 0.5121 loss_bbox_0: 0.3162 loss_giou_0: 0.5426 loss_ce_1: 0.3985 loss_bbox_1: 0.2227 loss_giou_1: 0.4003 loss_ce_2: 0.3475 loss_bbox_2: 0.2025 loss_giou_2: 0.365 loss_ce_3: 0.3205 loss_bbox_3: 0.1949 loss_giou_3: 0.3555 loss_ce_4: 0.2988 loss_bbox_4: 0.1925 loss_giou_4: 0.3519 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:49] d2.utils.events INFO: eta: 23:33:52 iter: 148539 total_loss: 6.159 loss_ce: 0.3073 loss_bbox: 0.1879 loss_giou: 0.3508 loss_ce_0: 0.5281 loss_bbox_0: 0.3391 loss_giou_0: 0.5465 loss_ce_1: 0.4218 loss_bbox_1: 0.2302 loss_giou_1: 0.4076 loss_ce_2: 0.3587 loss_bbox_2: 0.2029 loss_giou_2: 0.3734 loss_ce_3: 0.3293 loss_bbox_3: 0.1972 loss_giou_3: 0.3637 loss_ce_4: 0.3138 loss_bbox_4: 0.1911 loss_giou_4: 0.3544 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 01:19:55] d2.utils.events INFO: eta: 23:33:12 iter: 148559 total_loss: 6.001 loss_ce: 0.3059 loss_bbox: 0.192 loss_giou: 0.3393 loss_ce_0: 0.4977 loss_bbox_0: 0.3349 loss_giou_0: 0.5573 loss_ce_1: 0.3852 loss_bbox_1: 0.2295 loss_giou_1: 0.4135 loss_ce_2: 0.3392 loss_bbox_2: 0.2054 loss_giou_2: 0.3734 loss_ce_3: 0.3115 loss_bbox_3: 0.1956 loss_giou_3: 0.3546 loss_ce_4: 0.304 loss_bbox_4: 0.19 loss_giou_4: 0.3409 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:01] d2.utils.events INFO: eta: 23:33:36 iter: 148579 total_loss: 6.128 loss_ce: 0.315 loss_bbox: 0.1942 loss_giou: 0.3474 loss_ce_0: 0.5351 loss_bbox_0: 0.3333 loss_giou_0: 0.5314 loss_ce_1: 0.4198 loss_bbox_1: 0.2254 loss_giou_1: 0.402 loss_ce_2: 0.354 loss_bbox_2: 0.2086 loss_giou_2: 0.3693 loss_ce_3: 0.3318 loss_bbox_3: 0.2029 loss_giou_3: 0.3653 loss_ce_4: 0.3172 loss_bbox_4: 0.1968 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:06] d2.utils.events INFO: eta: 23:33:37 iter: 148599 total_loss: 5.977 loss_ce: 0.3153 loss_bbox: 0.1964 loss_giou: 0.3274 loss_ce_0: 0.5091 loss_bbox_0: 0.3333 loss_giou_0: 0.5165 loss_ce_1: 0.4046 loss_bbox_1: 0.2346 loss_giou_1: 0.3911 loss_ce_2: 0.3479 loss_bbox_2: 0.2114 loss_giou_2: 0.357 loss_ce_3: 0.3189 loss_bbox_3: 0.2 loss_giou_3: 0.3397 loss_ce_4: 0.3124 loss_bbox_4: 0.1967 loss_giou_4: 0.3288 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:12] d2.utils.events INFO: eta: 23:33:40 iter: 148619 total_loss: 6.023 loss_ce: 0.3093 loss_bbox: 0.1991 loss_giou: 0.3747 loss_ce_0: 0.5134 loss_bbox_0: 0.3272 loss_giou_0: 0.5534 loss_ce_1: 0.4053 loss_bbox_1: 0.2332 loss_giou_1: 0.4192 loss_ce_2: 0.3495 loss_bbox_2: 0.2061 loss_giou_2: 0.3923 loss_ce_3: 0.3113 loss_bbox_3: 0.1999 loss_giou_3: 0.3781 loss_ce_4: 0.3096 loss_bbox_4: 0.196 loss_giou_4: 0.373 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:18] d2.utils.events INFO: eta: 23:33:27 iter: 148639 total_loss: 5.912 loss_ce: 0.2861 loss_bbox: 0.2044 loss_giou: 0.3404 loss_ce_0: 0.5044 loss_bbox_0: 0.3484 loss_giou_0: 0.5298 loss_ce_1: 0.3848 loss_bbox_1: 0.2411 loss_giou_1: 0.3949 loss_ce_2: 0.3315 loss_bbox_2: 0.2216 loss_giou_2: 0.3644 loss_ce_3: 0.2988 loss_bbox_3: 0.2114 loss_giou_3: 0.3539 loss_ce_4: 0.2842 loss_bbox_4: 0.2067 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:23] d2.utils.events INFO: eta: 23:33:13 iter: 148659 total_loss: 5.894 loss_ce: 0.2893 loss_bbox: 0.1916 loss_giou: 0.3409 loss_ce_0: 0.5071 loss_bbox_0: 0.3204 loss_giou_0: 0.4999 loss_ce_1: 0.392 loss_bbox_1: 0.2306 loss_giou_1: 0.3946 loss_ce_2: 0.335 loss_bbox_2: 0.1993 loss_giou_2: 0.3574 loss_ce_3: 0.3076 loss_bbox_3: 0.1953 loss_giou_3: 0.3472 loss_ce_4: 0.2997 loss_bbox_4: 0.1905 loss_giou_4: 0.3339 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:29] d2.utils.events INFO: eta: 23:32:33 iter: 148679 total_loss: 5.808 loss_ce: 0.3012 loss_bbox: 0.1759 loss_giou: 0.355 loss_ce_0: 0.497 loss_bbox_0: 0.2968 loss_giou_0: 0.532 loss_ce_1: 0.3951 loss_bbox_1: 0.2102 loss_giou_1: 0.4034 loss_ce_2: 0.334 loss_bbox_2: 0.1849 loss_giou_2: 0.3805 loss_ce_3: 0.3126 loss_bbox_3: 0.1829 loss_giou_3: 0.369 loss_ce_4: 0.3026 loss_bbox_4: 0.1797 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:35] d2.utils.events INFO: eta: 23:32:19 iter: 148699 total_loss: 6.2 loss_ce: 0.3316 loss_bbox: 0.196 loss_giou: 0.3575 loss_ce_0: 0.534 loss_bbox_0: 0.3382 loss_giou_0: 0.5499 loss_ce_1: 0.4287 loss_bbox_1: 0.2335 loss_giou_1: 0.417 loss_ce_2: 0.3732 loss_bbox_2: 0.2057 loss_giou_2: 0.3809 loss_ce_3: 0.3377 loss_bbox_3: 0.1958 loss_giou_3: 0.3629 loss_ce_4: 0.3322 loss_bbox_4: 0.1945 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:41] d2.utils.events INFO: eta: 23:32:31 iter: 148719 total_loss: 5.62 loss_ce: 0.2706 loss_bbox: 0.204 loss_giou: 0.3417 loss_ce_0: 0.4932 loss_bbox_0: 0.336 loss_giou_0: 0.5247 loss_ce_1: 0.3757 loss_bbox_1: 0.2321 loss_giou_1: 0.3866 loss_ce_2: 0.3139 loss_bbox_2: 0.2158 loss_giou_2: 0.3567 loss_ce_3: 0.2879 loss_bbox_3: 0.2085 loss_giou_3: 0.3483 loss_ce_4: 0.2777 loss_bbox_4: 0.2028 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:46] d2.utils.events INFO: eta: 23:31:58 iter: 148739 total_loss: 5.71 loss_ce: 0.301 loss_bbox: 0.1918 loss_giou: 0.3472 loss_ce_0: 0.5062 loss_bbox_0: 0.3377 loss_giou_0: 0.5094 loss_ce_1: 0.3874 loss_bbox_1: 0.2292 loss_giou_1: 0.3814 loss_ce_2: 0.3323 loss_bbox_2: 0.2119 loss_giou_2: 0.3599 loss_ce_3: 0.299 loss_bbox_3: 0.2026 loss_giou_3: 0.3548 loss_ce_4: 0.2956 loss_bbox_4: 0.1955 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:52] d2.utils.events INFO: eta: 23:32:01 iter: 148759 total_loss: 5.603 loss_ce: 0.3164 loss_bbox: 0.183 loss_giou: 0.3259 loss_ce_0: 0.4942 loss_bbox_0: 0.3168 loss_giou_0: 0.5159 loss_ce_1: 0.4002 loss_bbox_1: 0.2158 loss_giou_1: 0.3669 loss_ce_2: 0.3381 loss_bbox_2: 0.1922 loss_giou_2: 0.3299 loss_ce_3: 0.3191 loss_bbox_3: 0.1882 loss_giou_3: 0.3296 loss_ce_4: 0.3087 loss_bbox_4: 0.1814 loss_giou_4: 0.3262 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:20:58] d2.utils.events INFO: eta: 23:31:55 iter: 148779 total_loss: 5.625 loss_ce: 0.2977 loss_bbox: 0.1837 loss_giou: 0.3329 loss_ce_0: 0.4979 loss_bbox_0: 0.33 loss_giou_0: 0.503 loss_ce_1: 0.3965 loss_bbox_1: 0.217 loss_giou_1: 0.3742 loss_ce_2: 0.3417 loss_bbox_2: 0.2001 loss_giou_2: 0.3513 loss_ce_3: 0.3101 loss_bbox_3: 0.194 loss_giou_3: 0.3422 loss_ce_4: 0.3037 loss_bbox_4: 0.1891 loss_giou_4: 0.3344 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:03] d2.utils.events INFO: eta: 23:31:53 iter: 148799 total_loss: 5.795 loss_ce: 0.3176 loss_bbox: 0.1821 loss_giou: 0.3381 loss_ce_0: 0.5155 loss_bbox_0: 0.321 loss_giou_0: 0.5365 loss_ce_1: 0.4209 loss_bbox_1: 0.2146 loss_giou_1: 0.376 loss_ce_2: 0.3641 loss_bbox_2: 0.1943 loss_giou_2: 0.3563 loss_ce_3: 0.3305 loss_bbox_3: 0.1858 loss_giou_3: 0.3471 loss_ce_4: 0.3163 loss_bbox_4: 0.1798 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:09] d2.utils.events INFO: eta: 23:31:45 iter: 148819 total_loss: 5.654 loss_ce: 0.2981 loss_bbox: 0.1729 loss_giou: 0.336 loss_ce_0: 0.4844 loss_bbox_0: 0.3027 loss_giou_0: 0.4883 loss_ce_1: 0.4006 loss_bbox_1: 0.2098 loss_giou_1: 0.3705 loss_ce_2: 0.3312 loss_bbox_2: 0.19 loss_giou_2: 0.3449 loss_ce_3: 0.3094 loss_bbox_3: 0.1812 loss_giou_3: 0.3413 loss_ce_4: 0.2966 loss_bbox_4: 0.1768 loss_giou_4: 0.3355 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:15] d2.utils.events INFO: eta: 23:31:33 iter: 148839 total_loss: 6.151 loss_ce: 0.3298 loss_bbox: 0.1851 loss_giou: 0.3687 loss_ce_0: 0.5114 loss_bbox_0: 0.3337 loss_giou_0: 0.5522 loss_ce_1: 0.4138 loss_bbox_1: 0.2241 loss_giou_1: 0.4176 loss_ce_2: 0.3495 loss_bbox_2: 0.2043 loss_giou_2: 0.3934 loss_ce_3: 0.3373 loss_bbox_3: 0.1923 loss_giou_3: 0.3813 loss_ce_4: 0.326 loss_bbox_4: 0.188 loss_giou_4: 0.3745 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:20] d2.utils.events INFO: eta: 23:30:54 iter: 148859 total_loss: 5.538 loss_ce: 0.293 loss_bbox: 0.2056 loss_giou: 0.3268 loss_ce_0: 0.4986 loss_bbox_0: 0.3297 loss_giou_0: 0.49 loss_ce_1: 0.4022 loss_bbox_1: 0.2371 loss_giou_1: 0.3735 loss_ce_2: 0.3314 loss_bbox_2: 0.2222 loss_giou_2: 0.3443 loss_ce_3: 0.3022 loss_bbox_3: 0.2093 loss_giou_3: 0.3328 loss_ce_4: 0.2914 loss_bbox_4: 0.2078 loss_giou_4: 0.3267 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:26] d2.utils.events INFO: eta: 23:30:58 iter: 148879 total_loss: 6.139 loss_ce: 0.3008 loss_bbox: 0.2085 loss_giou: 0.3523 loss_ce_0: 0.5198 loss_bbox_0: 0.3485 loss_giou_0: 0.5 loss_ce_1: 0.4188 loss_bbox_1: 0.2429 loss_giou_1: 0.4063 loss_ce_2: 0.3574 loss_bbox_2: 0.2246 loss_giou_2: 0.3691 loss_ce_3: 0.3211 loss_bbox_3: 0.2138 loss_giou_3: 0.3613 loss_ce_4: 0.307 loss_bbox_4: 0.2083 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:32] d2.utils.events INFO: eta: 23:30:55 iter: 148899 total_loss: 6.047 loss_ce: 0.3015 loss_bbox: 0.2017 loss_giou: 0.3391 loss_ce_0: 0.4993 loss_bbox_0: 0.3442 loss_giou_0: 0.5352 loss_ce_1: 0.4042 loss_bbox_1: 0.2423 loss_giou_1: 0.3974 loss_ce_2: 0.3473 loss_bbox_2: 0.206 loss_giou_2: 0.3549 loss_ce_3: 0.3125 loss_bbox_3: 0.2055 loss_giou_3: 0.3445 loss_ce_4: 0.2985 loss_bbox_4: 0.2016 loss_giou_4: 0.3406 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:38] d2.utils.events INFO: eta: 23:30:57 iter: 148919 total_loss: 5.707 loss_ce: 0.3004 loss_bbox: 0.1922 loss_giou: 0.3154 loss_ce_0: 0.5126 loss_bbox_0: 0.3372 loss_giou_0: 0.4925 loss_ce_1: 0.4087 loss_bbox_1: 0.2296 loss_giou_1: 0.3672 loss_ce_2: 0.3411 loss_bbox_2: 0.2109 loss_giou_2: 0.3343 loss_ce_3: 0.3067 loss_bbox_3: 0.2008 loss_giou_3: 0.3201 loss_ce_4: 0.3012 loss_bbox_4: 0.1989 loss_giou_4: 0.3194 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:43] d2.utils.events INFO: eta: 23:31:05 iter: 148939 total_loss: 5.952 loss_ce: 0.3218 loss_bbox: 0.1887 loss_giou: 0.3437 loss_ce_0: 0.5202 loss_bbox_0: 0.3259 loss_giou_0: 0.5399 loss_ce_1: 0.4134 loss_bbox_1: 0.2275 loss_giou_1: 0.4008 loss_ce_2: 0.353 loss_bbox_2: 0.2028 loss_giou_2: 0.3671 loss_ce_3: 0.3241 loss_bbox_3: 0.1963 loss_giou_3: 0.3549 loss_ce_4: 0.3191 loss_bbox_4: 0.1902 loss_giou_4: 0.3507 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:49] d2.utils.events INFO: eta: 23:31:24 iter: 148959 total_loss: 5.884 loss_ce: 0.311 loss_bbox: 0.1986 loss_giou: 0.3513 loss_ce_0: 0.5229 loss_bbox_0: 0.3305 loss_giou_0: 0.5353 loss_ce_1: 0.4113 loss_bbox_1: 0.2343 loss_giou_1: 0.392 loss_ce_2: 0.353 loss_bbox_2: 0.2098 loss_giou_2: 0.3626 loss_ce_3: 0.3178 loss_bbox_3: 0.2054 loss_giou_3: 0.3606 loss_ce_4: 0.3055 loss_bbox_4: 0.1985 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 01:21:55] d2.utils.events INFO: eta: 23:31:51 iter: 148979 total_loss: 6.209 loss_ce: 0.3359 loss_bbox: 0.1949 loss_giou: 0.3555 loss_ce_0: 0.5134 loss_bbox_0: 0.3379 loss_giou_0: 0.5622 loss_ce_1: 0.4264 loss_bbox_1: 0.2308 loss_giou_1: 0.4153 loss_ce_2: 0.3765 loss_bbox_2: 0.2157 loss_giou_2: 0.3746 loss_ce_3: 0.3458 loss_bbox_3: 0.2059 loss_giou_3: 0.3666 loss_ce_4: 0.3371 loss_bbox_4: 0.2007 loss_giou_4: 0.361 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:00] d2.utils.events INFO: eta: 23:31:45 iter: 148999 total_loss: 6.147 loss_ce: 0.3037 loss_bbox: 0.201 loss_giou: 0.3759 loss_ce_0: 0.5197 loss_bbox_0: 0.3347 loss_giou_0: 0.5621 loss_ce_1: 0.4103 loss_bbox_1: 0.2295 loss_giou_1: 0.4225 loss_ce_2: 0.3457 loss_bbox_2: 0.212 loss_giou_2: 0.3947 loss_ce_3: 0.3242 loss_bbox_3: 0.207 loss_giou_3: 0.383 loss_ce_4: 0.3061 loss_bbox_4: 0.2036 loss_giou_4: 0.3784 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:06] d2.utils.events INFO: eta: 23:30:51 iter: 149019 total_loss: 6.18 loss_ce: 0.3161 loss_bbox: 0.2063 loss_giou: 0.3396 loss_ce_0: 0.519 loss_bbox_0: 0.3445 loss_giou_0: 0.5394 loss_ce_1: 0.4204 loss_bbox_1: 0.2376 loss_giou_1: 0.4054 loss_ce_2: 0.3428 loss_bbox_2: 0.2276 loss_giou_2: 0.3694 loss_ce_3: 0.3282 loss_bbox_3: 0.2125 loss_giou_3: 0.345 loss_ce_4: 0.3172 loss_bbox_4: 0.2112 loss_giou_4: 0.3411 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:12] d2.utils.events INFO: eta: 23:30:45 iter: 149039 total_loss: 5.941 loss_ce: 0.3119 loss_bbox: 0.2004 loss_giou: 0.3205 loss_ce_0: 0.4977 loss_bbox_0: 0.3204 loss_giou_0: 0.5073 loss_ce_1: 0.384 loss_bbox_1: 0.226 loss_giou_1: 0.389 loss_ce_2: 0.345 loss_bbox_2: 0.2087 loss_giou_2: 0.3578 loss_ce_3: 0.3195 loss_bbox_3: 0.2059 loss_giou_3: 0.3335 loss_ce_4: 0.3155 loss_bbox_4: 0.2013 loss_giou_4: 0.3257 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:18] d2.utils.events INFO: eta: 23:30:09 iter: 149059 total_loss: 6.266 loss_ce: 0.3342 loss_bbox: 0.2082 loss_giou: 0.3579 loss_ce_0: 0.529 loss_bbox_0: 0.3563 loss_giou_0: 0.5695 loss_ce_1: 0.4263 loss_bbox_1: 0.2471 loss_giou_1: 0.3985 loss_ce_2: 0.3592 loss_bbox_2: 0.2252 loss_giou_2: 0.3725 loss_ce_3: 0.3418 loss_bbox_3: 0.2135 loss_giou_3: 0.3596 loss_ce_4: 0.3289 loss_bbox_4: 0.2104 loss_giou_4: 0.3574 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:23] d2.utils.events INFO: eta: 23:30:04 iter: 149079 total_loss: 5.908 loss_ce: 0.3187 loss_bbox: 0.1995 loss_giou: 0.3383 loss_ce_0: 0.5234 loss_bbox_0: 0.3261 loss_giou_0: 0.5081 loss_ce_1: 0.4091 loss_bbox_1: 0.2402 loss_giou_1: 0.3938 loss_ce_2: 0.345 loss_bbox_2: 0.2202 loss_giou_2: 0.3608 loss_ce_3: 0.3149 loss_bbox_3: 0.208 loss_giou_3: 0.3501 loss_ce_4: 0.3177 loss_bbox_4: 0.2016 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:29] d2.utils.events INFO: eta: 23:29:58 iter: 149099 total_loss: 6.03 loss_ce: 0.334 loss_bbox: 0.185 loss_giou: 0.3308 loss_ce_0: 0.529 loss_bbox_0: 0.3123 loss_giou_0: 0.5422 loss_ce_1: 0.4306 loss_bbox_1: 0.2134 loss_giou_1: 0.3939 loss_ce_2: 0.367 loss_bbox_2: 0.2 loss_giou_2: 0.3588 loss_ce_3: 0.3465 loss_bbox_3: 0.1938 loss_giou_3: 0.3386 loss_ce_4: 0.3399 loss_bbox_4: 0.1878 loss_giou_4: 0.3314 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:35] d2.utils.events INFO: eta: 23:29:48 iter: 149119 total_loss: 5.921 loss_ce: 0.31 loss_bbox: 0.1935 loss_giou: 0.3609 loss_ce_0: 0.5272 loss_bbox_0: 0.3117 loss_giou_0: 0.5366 loss_ce_1: 0.4092 loss_bbox_1: 0.2203 loss_giou_1: 0.4052 loss_ce_2: 0.3464 loss_bbox_2: 0.2177 loss_giou_2: 0.3778 loss_ce_3: 0.3172 loss_bbox_3: 0.2039 loss_giou_3: 0.3651 loss_ce_4: 0.3118 loss_bbox_4: 0.1904 loss_giou_4: 0.3647 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:40] d2.utils.events INFO: eta: 23:29:31 iter: 149139 total_loss: 5.646 loss_ce: 0.3129 loss_bbox: 0.1746 loss_giou: 0.3491 loss_ce_0: 0.5012 loss_bbox_0: 0.299 loss_giou_0: 0.5491 loss_ce_1: 0.4026 loss_bbox_1: 0.2072 loss_giou_1: 0.4036 loss_ce_2: 0.3499 loss_bbox_2: 0.1888 loss_giou_2: 0.368 loss_ce_3: 0.3201 loss_bbox_3: 0.1759 loss_giou_3: 0.3565 loss_ce_4: 0.3069 loss_bbox_4: 0.1743 loss_giou_4: 0.3499 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:46] d2.utils.events INFO: eta: 23:29:41 iter: 149159 total_loss: 5.934 loss_ce: 0.326 loss_bbox: 0.2002 loss_giou: 0.3346 loss_ce_0: 0.5369 loss_bbox_0: 0.3363 loss_giou_0: 0.5107 loss_ce_1: 0.4343 loss_bbox_1: 0.2308 loss_giou_1: 0.3776 loss_ce_2: 0.3665 loss_bbox_2: 0.2141 loss_giou_2: 0.3478 loss_ce_3: 0.3341 loss_bbox_3: 0.2048 loss_giou_3: 0.3413 loss_ce_4: 0.3234 loss_bbox_4: 0.2006 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:52] d2.utils.events INFO: eta: 23:29:50 iter: 149179 total_loss: 6.161 loss_ce: 0.3254 loss_bbox: 0.211 loss_giou: 0.3445 loss_ce_0: 0.5199 loss_bbox_0: 0.3195 loss_giou_0: 0.5439 loss_ce_1: 0.4223 loss_bbox_1: 0.2457 loss_giou_1: 0.3938 loss_ce_2: 0.3538 loss_bbox_2: 0.2236 loss_giou_2: 0.3662 loss_ce_3: 0.3338 loss_bbox_3: 0.2196 loss_giou_3: 0.3542 loss_ce_4: 0.3304 loss_bbox_4: 0.2137 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:22:57] d2.utils.events INFO: eta: 23:29:44 iter: 149199 total_loss: 5.99 loss_ce: 0.3242 loss_bbox: 0.1738 loss_giou: 0.34 loss_ce_0: 0.5262 loss_bbox_0: 0.3165 loss_giou_0: 0.5473 loss_ce_1: 0.4186 loss_bbox_1: 0.1992 loss_giou_1: 0.3889 loss_ce_2: 0.3527 loss_bbox_2: 0.1843 loss_giou_2: 0.3514 loss_ce_3: 0.3334 loss_bbox_3: 0.1758 loss_giou_3: 0.3362 loss_ce_4: 0.3226 loss_bbox_4: 0.176 loss_giou_4: 0.3363 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:03] d2.utils.events INFO: eta: 23:29:24 iter: 149219 total_loss: 5.94 loss_ce: 0.3037 loss_bbox: 0.1972 loss_giou: 0.3511 loss_ce_0: 0.5293 loss_bbox_0: 0.3357 loss_giou_0: 0.5534 loss_ce_1: 0.4021 loss_bbox_1: 0.2213 loss_giou_1: 0.4096 loss_ce_2: 0.3295 loss_bbox_2: 0.2062 loss_giou_2: 0.3744 loss_ce_3: 0.3145 loss_bbox_3: 0.2029 loss_giou_3: 0.3607 loss_ce_4: 0.3012 loss_bbox_4: 0.1997 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:09] d2.utils.events INFO: eta: 23:29:33 iter: 149239 total_loss: 5.944 loss_ce: 0.3284 loss_bbox: 0.1914 loss_giou: 0.372 loss_ce_0: 0.5004 loss_bbox_0: 0.317 loss_giou_0: 0.575 loss_ce_1: 0.3999 loss_bbox_1: 0.2225 loss_giou_1: 0.4163 loss_ce_2: 0.3578 loss_bbox_2: 0.1966 loss_giou_2: 0.3875 loss_ce_3: 0.3351 loss_bbox_3: 0.1979 loss_giou_3: 0.3815 loss_ce_4: 0.3243 loss_bbox_4: 0.1924 loss_giou_4: 0.3778 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:14] d2.utils.events INFO: eta: 23:29:43 iter: 149259 total_loss: 5.856 loss_ce: 0.3117 loss_bbox: 0.1927 loss_giou: 0.3458 loss_ce_0: 0.5022 loss_bbox_0: 0.3247 loss_giou_0: 0.5167 loss_ce_1: 0.402 loss_bbox_1: 0.2312 loss_giou_1: 0.3933 loss_ce_2: 0.358 loss_bbox_2: 0.2108 loss_giou_2: 0.3566 loss_ce_3: 0.3206 loss_bbox_3: 0.1995 loss_giou_3: 0.352 loss_ce_4: 0.3097 loss_bbox_4: 0.1974 loss_giou_4: 0.3477 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:20] d2.utils.events INFO: eta: 23:29:51 iter: 149279 total_loss: 6.105 loss_ce: 0.3269 loss_bbox: 0.1977 loss_giou: 0.3481 loss_ce_0: 0.5512 loss_bbox_0: 0.3323 loss_giou_0: 0.5326 loss_ce_1: 0.4329 loss_bbox_1: 0.2323 loss_giou_1: 0.4001 loss_ce_2: 0.3771 loss_bbox_2: 0.21 loss_giou_2: 0.3675 loss_ce_3: 0.3425 loss_bbox_3: 0.2019 loss_giou_3: 0.355 loss_ce_4: 0.3281 loss_bbox_4: 0.1997 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:26] d2.utils.events INFO: eta: 23:30:23 iter: 149299 total_loss: 6.123 loss_ce: 0.3047 loss_bbox: 0.1991 loss_giou: 0.3597 loss_ce_0: 0.5204 loss_bbox_0: 0.3414 loss_giou_0: 0.555 loss_ce_1: 0.4072 loss_bbox_1: 0.239 loss_giou_1: 0.416 loss_ce_2: 0.3476 loss_bbox_2: 0.2136 loss_giou_2: 0.3769 loss_ce_3: 0.3265 loss_bbox_3: 0.2066 loss_giou_3: 0.3685 loss_ce_4: 0.3048 loss_bbox_4: 0.2023 loss_giou_4: 0.3637 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:31] d2.utils.events INFO: eta: 23:29:24 iter: 149319 total_loss: 5.799 loss_ce: 0.2874 loss_bbox: 0.1885 loss_giou: 0.3459 loss_ce_0: 0.5078 loss_bbox_0: 0.3026 loss_giou_0: 0.528 loss_ce_1: 0.3999 loss_bbox_1: 0.2228 loss_giou_1: 0.3777 loss_ce_2: 0.3348 loss_bbox_2: 0.2041 loss_giou_2: 0.3511 loss_ce_3: 0.2952 loss_bbox_3: 0.1992 loss_giou_3: 0.3511 loss_ce_4: 0.2803 loss_bbox_4: 0.1943 loss_giou_4: 0.3469 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:37] d2.utils.events INFO: eta: 23:29:19 iter: 149339 total_loss: 6.089 loss_ce: 0.3238 loss_bbox: 0.194 loss_giou: 0.3643 loss_ce_0: 0.5206 loss_bbox_0: 0.3231 loss_giou_0: 0.5658 loss_ce_1: 0.4193 loss_bbox_1: 0.2345 loss_giou_1: 0.4164 loss_ce_2: 0.3616 loss_bbox_2: 0.2017 loss_giou_2: 0.3825 loss_ce_3: 0.3248 loss_bbox_3: 0.2011 loss_giou_3: 0.3713 loss_ce_4: 0.3209 loss_bbox_4: 0.1997 loss_giou_4: 0.3692 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:43] d2.utils.events INFO: eta: 23:29:22 iter: 149359 total_loss: 5.817 loss_ce: 0.305 loss_bbox: 0.1963 loss_giou: 0.3292 loss_ce_0: 0.5246 loss_bbox_0: 0.3321 loss_giou_0: 0.5068 loss_ce_1: 0.4153 loss_bbox_1: 0.2341 loss_giou_1: 0.3867 loss_ce_2: 0.3403 loss_bbox_2: 0.2088 loss_giou_2: 0.35 loss_ce_3: 0.3246 loss_bbox_3: 0.2013 loss_giou_3: 0.3369 loss_ce_4: 0.3108 loss_bbox_4: 0.1994 loss_giou_4: 0.3273 time: 0.2802 data_time: 0.0181 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:48] d2.utils.events INFO: eta: 23:29:07 iter: 149379 total_loss: 6.149 loss_ce: 0.2914 loss_bbox: 0.1907 loss_giou: 0.3599 loss_ce_0: 0.5132 loss_bbox_0: 0.3153 loss_giou_0: 0.5442 loss_ce_1: 0.4047 loss_bbox_1: 0.2153 loss_giou_1: 0.4149 loss_ce_2: 0.3496 loss_bbox_2: 0.2039 loss_giou_2: 0.3872 loss_ce_3: 0.3125 loss_bbox_3: 0.1981 loss_giou_3: 0.3703 loss_ce_4: 0.2969 loss_bbox_4: 0.1922 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 01:23:54] d2.utils.events INFO: eta: 23:29:02 iter: 149399 total_loss: 5.912 loss_ce: 0.3194 loss_bbox: 0.1856 loss_giou: 0.3564 loss_ce_0: 0.4952 loss_bbox_0: 0.3188 loss_giou_0: 0.5552 loss_ce_1: 0.3985 loss_bbox_1: 0.2315 loss_giou_1: 0.4145 loss_ce_2: 0.3429 loss_bbox_2: 0.1991 loss_giou_2: 0.3755 loss_ce_3: 0.3193 loss_bbox_3: 0.1913 loss_giou_3: 0.3656 loss_ce_4: 0.3124 loss_bbox_4: 0.1892 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:00] d2.utils.events INFO: eta: 23:29:12 iter: 149419 total_loss: 5.852 loss_ce: 0.3097 loss_bbox: 0.2023 loss_giou: 0.3227 loss_ce_0: 0.5242 loss_bbox_0: 0.3442 loss_giou_0: 0.4964 loss_ce_1: 0.4207 loss_bbox_1: 0.2418 loss_giou_1: 0.3687 loss_ce_2: 0.3506 loss_bbox_2: 0.2158 loss_giou_2: 0.3325 loss_ce_3: 0.3223 loss_bbox_3: 0.2067 loss_giou_3: 0.3234 loss_ce_4: 0.3093 loss_bbox_4: 0.2047 loss_giou_4: 0.3222 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:05] d2.utils.events INFO: eta: 23:28:20 iter: 149439 total_loss: 6.052 loss_ce: 0.3218 loss_bbox: 0.201 loss_giou: 0.3454 loss_ce_0: 0.5228 loss_bbox_0: 0.3495 loss_giou_0: 0.5194 loss_ce_1: 0.4239 loss_bbox_1: 0.2414 loss_giou_1: 0.3947 loss_ce_2: 0.3615 loss_bbox_2: 0.2193 loss_giou_2: 0.3613 loss_ce_3: 0.3288 loss_bbox_3: 0.2072 loss_giou_3: 0.3503 loss_ce_4: 0.3156 loss_bbox_4: 0.2023 loss_giou_4: 0.3466 time: 0.2802 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:11] d2.utils.events INFO: eta: 23:28:39 iter: 149459 total_loss: 5.87 loss_ce: 0.3171 loss_bbox: 0.1913 loss_giou: 0.3356 loss_ce_0: 0.5303 loss_bbox_0: 0.3306 loss_giou_0: 0.5097 loss_ce_1: 0.4199 loss_bbox_1: 0.2356 loss_giou_1: 0.3835 loss_ce_2: 0.3618 loss_bbox_2: 0.209 loss_giou_2: 0.3502 loss_ce_3: 0.3266 loss_bbox_3: 0.2008 loss_giou_3: 0.3495 loss_ce_4: 0.3201 loss_bbox_4: 0.1948 loss_giou_4: 0.3354 time: 0.2802 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:17] d2.utils.events INFO: eta: 23:28:55 iter: 149479 total_loss: 5.916 loss_ce: 0.3139 loss_bbox: 0.1895 loss_giou: 0.3425 loss_ce_0: 0.5054 loss_bbox_0: 0.3296 loss_giou_0: 0.547 loss_ce_1: 0.4059 loss_bbox_1: 0.219 loss_giou_1: 0.3949 loss_ce_2: 0.3554 loss_bbox_2: 0.2024 loss_giou_2: 0.3648 loss_ce_3: 0.33 loss_bbox_3: 0.1934 loss_giou_3: 0.3508 loss_ce_4: 0.3117 loss_bbox_4: 0.1871 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:23] d2.utils.events INFO: eta: 23:29:43 iter: 149499 total_loss: 5.947 loss_ce: 0.3248 loss_bbox: 0.1869 loss_giou: 0.3426 loss_ce_0: 0.5277 loss_bbox_0: 0.3234 loss_giou_0: 0.5389 loss_ce_1: 0.4121 loss_bbox_1: 0.2253 loss_giou_1: 0.3924 loss_ce_2: 0.363 loss_bbox_2: 0.2024 loss_giou_2: 0.3644 loss_ce_3: 0.3251 loss_bbox_3: 0.1949 loss_giou_3: 0.3535 loss_ce_4: 0.3249 loss_bbox_4: 0.1898 loss_giou_4: 0.3477 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:28] d2.utils.events INFO: eta: 23:29:46 iter: 149519 total_loss: 5.944 loss_ce: 0.3035 loss_bbox: 0.203 loss_giou: 0.3493 loss_ce_0: 0.5079 loss_bbox_0: 0.3372 loss_giou_0: 0.5321 loss_ce_1: 0.4103 loss_bbox_1: 0.2268 loss_giou_1: 0.397 loss_ce_2: 0.3494 loss_bbox_2: 0.2113 loss_giou_2: 0.3754 loss_ce_3: 0.3238 loss_bbox_3: 0.2056 loss_giou_3: 0.3522 loss_ce_4: 0.308 loss_bbox_4: 0.2041 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:34] d2.utils.events INFO: eta: 23:29:53 iter: 149539 total_loss: 5.471 loss_ce: 0.2846 loss_bbox: 0.1838 loss_giou: 0.328 loss_ce_0: 0.4873 loss_bbox_0: 0.3104 loss_giou_0: 0.5142 loss_ce_1: 0.3862 loss_bbox_1: 0.2164 loss_giou_1: 0.3762 loss_ce_2: 0.3156 loss_bbox_2: 0.1999 loss_giou_2: 0.3472 loss_ce_3: 0.2884 loss_bbox_3: 0.1951 loss_giou_3: 0.3408 loss_ce_4: 0.2917 loss_bbox_4: 0.1868 loss_giou_4: 0.3321 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:40] d2.utils.events INFO: eta: 23:29:40 iter: 149559 total_loss: 5.747 loss_ce: 0.3076 loss_bbox: 0.186 loss_giou: 0.3352 loss_ce_0: 0.5054 loss_bbox_0: 0.3274 loss_giou_0: 0.4941 loss_ce_1: 0.4132 loss_bbox_1: 0.223 loss_giou_1: 0.3689 loss_ce_2: 0.3504 loss_bbox_2: 0.1984 loss_giou_2: 0.3458 loss_ce_3: 0.3238 loss_bbox_3: 0.1878 loss_giou_3: 0.3364 loss_ce_4: 0.3069 loss_bbox_4: 0.1858 loss_giou_4: 0.3372 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:45] d2.utils.events INFO: eta: 23:29:24 iter: 149579 total_loss: 5.988 loss_ce: 0.3147 loss_bbox: 0.1884 loss_giou: 0.3533 loss_ce_0: 0.5147 loss_bbox_0: 0.3229 loss_giou_0: 0.5282 loss_ce_1: 0.407 loss_bbox_1: 0.2226 loss_giou_1: 0.3952 loss_ce_2: 0.3482 loss_bbox_2: 0.1995 loss_giou_2: 0.3567 loss_ce_3: 0.3263 loss_bbox_3: 0.1912 loss_giou_3: 0.3544 loss_ce_4: 0.317 loss_bbox_4: 0.1897 loss_giou_4: 0.3506 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:51] d2.utils.events INFO: eta: 23:29:14 iter: 149599 total_loss: 6.03 loss_ce: 0.3163 loss_bbox: 0.1977 loss_giou: 0.3469 loss_ce_0: 0.5113 loss_bbox_0: 0.3295 loss_giou_0: 0.5122 loss_ce_1: 0.4038 loss_bbox_1: 0.2324 loss_giou_1: 0.3938 loss_ce_2: 0.358 loss_bbox_2: 0.2128 loss_giou_2: 0.3617 loss_ce_3: 0.315 loss_bbox_3: 0.2097 loss_giou_3: 0.3566 loss_ce_4: 0.31 loss_bbox_4: 0.2023 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:24:57] d2.utils.events INFO: eta: 23:28:55 iter: 149619 total_loss: 6.166 loss_ce: 0.316 loss_bbox: 0.1928 loss_giou: 0.3606 loss_ce_0: 0.5204 loss_bbox_0: 0.3327 loss_giou_0: 0.5533 loss_ce_1: 0.4067 loss_bbox_1: 0.2285 loss_giou_1: 0.4104 loss_ce_2: 0.3442 loss_bbox_2: 0.2095 loss_giou_2: 0.3693 loss_ce_3: 0.3245 loss_bbox_3: 0.2006 loss_giou_3: 0.3708 loss_ce_4: 0.3192 loss_bbox_4: 0.1936 loss_giou_4: 0.3617 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:02] d2.utils.events INFO: eta: 23:29:00 iter: 149639 total_loss: 5.904 loss_ce: 0.3233 loss_bbox: 0.189 loss_giou: 0.3439 loss_ce_0: 0.5205 loss_bbox_0: 0.3263 loss_giou_0: 0.5157 loss_ce_1: 0.4113 loss_bbox_1: 0.2177 loss_giou_1: 0.389 loss_ce_2: 0.3532 loss_bbox_2: 0.1982 loss_giou_2: 0.3577 loss_ce_3: 0.3273 loss_bbox_3: 0.1883 loss_giou_3: 0.3487 loss_ce_4: 0.3171 loss_bbox_4: 0.1905 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:08] d2.utils.events INFO: eta: 23:28:56 iter: 149659 total_loss: 5.93 loss_ce: 0.3248 loss_bbox: 0.1845 loss_giou: 0.3434 loss_ce_0: 0.5104 loss_bbox_0: 0.3172 loss_giou_0: 0.5317 loss_ce_1: 0.4263 loss_bbox_1: 0.214 loss_giou_1: 0.3951 loss_ce_2: 0.3637 loss_bbox_2: 0.194 loss_giou_2: 0.3563 loss_ce_3: 0.3373 loss_bbox_3: 0.1863 loss_giou_3: 0.3461 loss_ce_4: 0.3275 loss_bbox_4: 0.1822 loss_giou_4: 0.3396 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:14] d2.utils.events INFO: eta: 23:28:50 iter: 149679 total_loss: 5.715 loss_ce: 0.2931 loss_bbox: 0.1889 loss_giou: 0.3343 loss_ce_0: 0.498 loss_bbox_0: 0.3251 loss_giou_0: 0.5149 loss_ce_1: 0.3998 loss_bbox_1: 0.2189 loss_giou_1: 0.3781 loss_ce_2: 0.3275 loss_bbox_2: 0.1953 loss_giou_2: 0.345 loss_ce_3: 0.2996 loss_bbox_3: 0.1881 loss_giou_3: 0.3359 loss_ce_4: 0.2909 loss_bbox_4: 0.1871 loss_giou_4: 0.3326 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:19] d2.utils.events INFO: eta: 23:28:46 iter: 149699 total_loss: 6.145 loss_ce: 0.3158 loss_bbox: 0.1975 loss_giou: 0.3509 loss_ce_0: 0.5155 loss_bbox_0: 0.3382 loss_giou_0: 0.53 loss_ce_1: 0.4076 loss_bbox_1: 0.2433 loss_giou_1: 0.3912 loss_ce_2: 0.3506 loss_bbox_2: 0.213 loss_giou_2: 0.371 loss_ce_3: 0.3236 loss_bbox_3: 0.2036 loss_giou_3: 0.356 loss_ce_4: 0.3162 loss_bbox_4: 0.2016 loss_giou_4: 0.3575 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:25] d2.utils.events INFO: eta: 23:28:33 iter: 149719 total_loss: 6.057 loss_ce: 0.3293 loss_bbox: 0.1949 loss_giou: 0.3682 loss_ce_0: 0.5245 loss_bbox_0: 0.3307 loss_giou_0: 0.571 loss_ce_1: 0.4353 loss_bbox_1: 0.2258 loss_giou_1: 0.413 loss_ce_2: 0.369 loss_bbox_2: 0.2106 loss_giou_2: 0.379 loss_ce_3: 0.3327 loss_bbox_3: 0.2042 loss_giou_3: 0.3695 loss_ce_4: 0.3254 loss_bbox_4: 0.2006 loss_giou_4: 0.3674 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:31] d2.utils.events INFO: eta: 23:28:39 iter: 149739 total_loss: 5.988 loss_ce: 0.3243 loss_bbox: 0.187 loss_giou: 0.3789 loss_ce_0: 0.5223 loss_bbox_0: 0.3149 loss_giou_0: 0.5608 loss_ce_1: 0.4231 loss_bbox_1: 0.2229 loss_giou_1: 0.4363 loss_ce_2: 0.3671 loss_bbox_2: 0.1984 loss_giou_2: 0.3984 loss_ce_3: 0.3367 loss_bbox_3: 0.1914 loss_giou_3: 0.3893 loss_ce_4: 0.3274 loss_bbox_4: 0.19 loss_giou_4: 0.3865 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:37] d2.utils.events INFO: eta: 23:28:29 iter: 149759 total_loss: 6.081 loss_ce: 0.32 loss_bbox: 0.1893 loss_giou: 0.3562 loss_ce_0: 0.5215 loss_bbox_0: 0.3186 loss_giou_0: 0.557 loss_ce_1: 0.4199 loss_bbox_1: 0.23 loss_giou_1: 0.4085 loss_ce_2: 0.3484 loss_bbox_2: 0.2097 loss_giou_2: 0.3863 loss_ce_3: 0.3236 loss_bbox_3: 0.2007 loss_giou_3: 0.3664 loss_ce_4: 0.3179 loss_bbox_4: 0.1939 loss_giou_4: 0.3606 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:42] d2.utils.events INFO: eta: 23:27:49 iter: 149779 total_loss: 5.856 loss_ce: 0.2907 loss_bbox: 0.2026 loss_giou: 0.3273 loss_ce_0: 0.513 loss_bbox_0: 0.3213 loss_giou_0: 0.4938 loss_ce_1: 0.4088 loss_bbox_1: 0.2331 loss_giou_1: 0.3828 loss_ce_2: 0.3471 loss_bbox_2: 0.2058 loss_giou_2: 0.3453 loss_ce_3: 0.3125 loss_bbox_3: 0.2024 loss_giou_3: 0.3323 loss_ce_4: 0.2979 loss_bbox_4: 0.2018 loss_giou_4: 0.329 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:48] d2.utils.events INFO: eta: 23:27:19 iter: 149799 total_loss: 6.089 loss_ce: 0.3112 loss_bbox: 0.2069 loss_giou: 0.3416 loss_ce_0: 0.5081 loss_bbox_0: 0.3535 loss_giou_0: 0.5154 loss_ce_1: 0.4249 loss_bbox_1: 0.2493 loss_giou_1: 0.3916 loss_ce_2: 0.3481 loss_bbox_2: 0.2256 loss_giou_2: 0.3613 loss_ce_3: 0.3226 loss_bbox_3: 0.2148 loss_giou_3: 0.3522 loss_ce_4: 0.3142 loss_bbox_4: 0.2087 loss_giou_4: 0.3486 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:54] d2.utils.events INFO: eta: 23:27:58 iter: 149819 total_loss: 5.879 loss_ce: 0.3144 loss_bbox: 0.1976 loss_giou: 0.3523 loss_ce_0: 0.5212 loss_bbox_0: 0.3271 loss_giou_0: 0.5345 loss_ce_1: 0.4109 loss_bbox_1: 0.2329 loss_giou_1: 0.3941 loss_ce_2: 0.3573 loss_bbox_2: 0.209 loss_giou_2: 0.3779 loss_ce_3: 0.3259 loss_bbox_3: 0.2044 loss_giou_3: 0.3633 loss_ce_4: 0.3126 loss_bbox_4: 0.1971 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 01:25:59] d2.utils.events INFO: eta: 23:27:09 iter: 149839 total_loss: 5.634 loss_ce: 0.291 loss_bbox: 0.1977 loss_giou: 0.3124 loss_ce_0: 0.4929 loss_bbox_0: 0.3367 loss_giou_0: 0.487 loss_ce_1: 0.409 loss_bbox_1: 0.232 loss_giou_1: 0.3646 loss_ce_2: 0.3175 loss_bbox_2: 0.2078 loss_giou_2: 0.3277 loss_ce_3: 0.2939 loss_bbox_3: 0.1965 loss_giou_3: 0.32 loss_ce_4: 0.2929 loss_bbox_4: 0.1931 loss_giou_4: 0.3187 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:05] d2.utils.events INFO: eta: 23:27:08 iter: 149859 total_loss: 5.794 loss_ce: 0.3179 loss_bbox: 0.1855 loss_giou: 0.3275 loss_ce_0: 0.5206 loss_bbox_0: 0.316 loss_giou_0: 0.5173 loss_ce_1: 0.4165 loss_bbox_1: 0.2236 loss_giou_1: 0.3745 loss_ce_2: 0.3493 loss_bbox_2: 0.1958 loss_giou_2: 0.3484 loss_ce_3: 0.3328 loss_bbox_3: 0.1946 loss_giou_3: 0.3331 loss_ce_4: 0.3148 loss_bbox_4: 0.1887 loss_giou_4: 0.3303 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:11] d2.utils.events INFO: eta: 23:27:02 iter: 149879 total_loss: 6.006 loss_ce: 0.3061 loss_bbox: 0.1987 loss_giou: 0.3462 loss_ce_0: 0.5176 loss_bbox_0: 0.3377 loss_giou_0: 0.5266 loss_ce_1: 0.4011 loss_bbox_1: 0.2308 loss_giou_1: 0.3931 loss_ce_2: 0.3453 loss_bbox_2: 0.2068 loss_giou_2: 0.3635 loss_ce_3: 0.3225 loss_bbox_3: 0.2001 loss_giou_3: 0.3506 loss_ce_4: 0.3034 loss_bbox_4: 0.2008 loss_giou_4: 0.3482 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:16] d2.utils.events INFO: eta: 23:26:50 iter: 149899 total_loss: 6.059 loss_ce: 0.3057 loss_bbox: 0.1813 loss_giou: 0.3808 loss_ce_0: 0.5019 loss_bbox_0: 0.3153 loss_giou_0: 0.5892 loss_ce_1: 0.3893 loss_bbox_1: 0.2201 loss_giou_1: 0.4397 loss_ce_2: 0.3382 loss_bbox_2: 0.1992 loss_giou_2: 0.3941 loss_ce_3: 0.3271 loss_bbox_3: 0.1867 loss_giou_3: 0.3848 loss_ce_4: 0.3149 loss_bbox_4: 0.1834 loss_giou_4: 0.3828 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:22] d2.utils.events INFO: eta: 23:26:37 iter: 149919 total_loss: 6.056 loss_ce: 0.3151 loss_bbox: 0.1806 loss_giou: 0.3631 loss_ce_0: 0.5128 loss_bbox_0: 0.3161 loss_giou_0: 0.5954 loss_ce_1: 0.4131 loss_bbox_1: 0.2279 loss_giou_1: 0.422 loss_ce_2: 0.362 loss_bbox_2: 0.1987 loss_giou_2: 0.3832 loss_ce_3: 0.3206 loss_bbox_3: 0.1902 loss_giou_3: 0.3678 loss_ce_4: 0.322 loss_bbox_4: 0.1834 loss_giou_4: 0.3584 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:28] d2.utils.events INFO: eta: 23:26:04 iter: 149939 total_loss: 5.922 loss_ce: 0.3176 loss_bbox: 0.1923 loss_giou: 0.3579 loss_ce_0: 0.5038 loss_bbox_0: 0.3246 loss_giou_0: 0.5432 loss_ce_1: 0.4022 loss_bbox_1: 0.2233 loss_giou_1: 0.4031 loss_ce_2: 0.3399 loss_bbox_2: 0.2026 loss_giou_2: 0.3843 loss_ce_3: 0.3169 loss_bbox_3: 0.1868 loss_giou_3: 0.3702 loss_ce_4: 0.317 loss_bbox_4: 0.182 loss_giou_4: 0.3623 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:33] d2.utils.events INFO: eta: 23:25:54 iter: 149959 total_loss: 5.794 loss_ce: 0.2999 loss_bbox: 0.1936 loss_giou: 0.3343 loss_ce_0: 0.5154 loss_bbox_0: 0.3275 loss_giou_0: 0.5226 loss_ce_1: 0.4021 loss_bbox_1: 0.234 loss_giou_1: 0.3868 loss_ce_2: 0.3338 loss_bbox_2: 0.2038 loss_giou_2: 0.3529 loss_ce_3: 0.3021 loss_bbox_3: 0.1979 loss_giou_3: 0.34 loss_ce_4: 0.2979 loss_bbox_4: 0.1972 loss_giou_4: 0.3364 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:39] d2.utils.events INFO: eta: 23:25:59 iter: 149979 total_loss: 5.68 loss_ce: 0.3021 loss_bbox: 0.1757 loss_giou: 0.3409 loss_ce_0: 0.5126 loss_bbox_0: 0.3212 loss_giou_0: 0.541 loss_ce_1: 0.3932 loss_bbox_1: 0.2134 loss_giou_1: 0.3994 loss_ce_2: 0.3489 loss_bbox_2: 0.1924 loss_giou_2: 0.3626 loss_ce_3: 0.3159 loss_bbox_3: 0.1743 loss_giou_3: 0.3493 loss_ce_4: 0.2974 loss_bbox_4: 0.1765 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:45] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0149999.pth [11/03 01:26:47] d2.utils.events INFO: eta: 23:25:16 iter: 149999 total_loss: 5.868 loss_ce: 0.3118 loss_bbox: 0.1887 loss_giou: 0.3231 loss_ce_0: 0.5116 loss_bbox_0: 0.3279 loss_giou_0: 0.5061 loss_ce_1: 0.4096 loss_bbox_1: 0.2309 loss_giou_1: 0.381 loss_ce_2: 0.3614 loss_bbox_2: 0.2094 loss_giou_2: 0.3466 loss_ce_3: 0.3277 loss_bbox_3: 0.2003 loss_giou_3: 0.3366 loss_ce_4: 0.3196 loss_bbox_4: 0.1909 loss_giou_4: 0.3278 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:52] d2.utils.events INFO: eta: 23:25:20 iter: 150019 total_loss: 6.012 loss_ce: 0.308 loss_bbox: 0.1742 loss_giou: 0.3533 loss_ce_0: 0.5161 loss_bbox_0: 0.3148 loss_giou_0: 0.5332 loss_ce_1: 0.4173 loss_bbox_1: 0.2156 loss_giou_1: 0.3977 loss_ce_2: 0.3403 loss_bbox_2: 0.1895 loss_giou_2: 0.3694 loss_ce_3: 0.3148 loss_bbox_3: 0.1794 loss_giou_3: 0.3567 loss_ce_4: 0.3163 loss_bbox_4: 0.1763 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:26:58] d2.utils.events INFO: eta: 23:24:59 iter: 150039 total_loss: 5.879 loss_ce: 0.3164 loss_bbox: 0.1859 loss_giou: 0.3344 loss_ce_0: 0.5334 loss_bbox_0: 0.3345 loss_giou_0: 0.5499 loss_ce_1: 0.4168 loss_bbox_1: 0.2259 loss_giou_1: 0.3907 loss_ce_2: 0.3506 loss_bbox_2: 0.2062 loss_giou_2: 0.3583 loss_ce_3: 0.3235 loss_bbox_3: 0.1986 loss_giou_3: 0.3467 loss_ce_4: 0.3195 loss_bbox_4: 0.1913 loss_giou_4: 0.34 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:04] d2.utils.events INFO: eta: 23:25:09 iter: 150059 total_loss: 5.866 loss_ce: 0.3033 loss_bbox: 0.1962 loss_giou: 0.3406 loss_ce_0: 0.4968 loss_bbox_0: 0.3324 loss_giou_0: 0.5192 loss_ce_1: 0.4027 loss_bbox_1: 0.2364 loss_giou_1: 0.3835 loss_ce_2: 0.3419 loss_bbox_2: 0.2091 loss_giou_2: 0.3512 loss_ce_3: 0.3143 loss_bbox_3: 0.1924 loss_giou_3: 0.3418 loss_ce_4: 0.2977 loss_bbox_4: 0.1968 loss_giou_4: 0.3353 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:09] d2.utils.events INFO: eta: 23:25:38 iter: 150079 total_loss: 6.071 loss_ce: 0.3234 loss_bbox: 0.188 loss_giou: 0.3513 loss_ce_0: 0.5283 loss_bbox_0: 0.3195 loss_giou_0: 0.518 loss_ce_1: 0.4202 loss_bbox_1: 0.2231 loss_giou_1: 0.3934 loss_ce_2: 0.3657 loss_bbox_2: 0.2008 loss_giou_2: 0.3617 loss_ce_3: 0.3396 loss_bbox_3: 0.1971 loss_giou_3: 0.3553 loss_ce_4: 0.331 loss_bbox_4: 0.1924 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:15] d2.utils.events INFO: eta: 23:25:54 iter: 150099 total_loss: 6.036 loss_ce: 0.3265 loss_bbox: 0.1861 loss_giou: 0.3685 loss_ce_0: 0.5192 loss_bbox_0: 0.3123 loss_giou_0: 0.5464 loss_ce_1: 0.412 loss_bbox_1: 0.2166 loss_giou_1: 0.4111 loss_ce_2: 0.3673 loss_bbox_2: 0.1988 loss_giou_2: 0.3795 loss_ce_3: 0.3467 loss_bbox_3: 0.1852 loss_giou_3: 0.3748 loss_ce_4: 0.331 loss_bbox_4: 0.1837 loss_giou_4: 0.3704 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:21] d2.utils.events INFO: eta: 23:26:48 iter: 150119 total_loss: 6.009 loss_ce: 0.3168 loss_bbox: 0.1875 loss_giou: 0.3519 loss_ce_0: 0.5118 loss_bbox_0: 0.3157 loss_giou_0: 0.5486 loss_ce_1: 0.4013 loss_bbox_1: 0.2082 loss_giou_1: 0.3981 loss_ce_2: 0.3419 loss_bbox_2: 0.2009 loss_giou_2: 0.3598 loss_ce_3: 0.3255 loss_bbox_3: 0.1881 loss_giou_3: 0.3546 loss_ce_4: 0.3139 loss_bbox_4: 0.1889 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:26] d2.utils.events INFO: eta: 23:26:40 iter: 150139 total_loss: 5.814 loss_ce: 0.3036 loss_bbox: 0.182 loss_giou: 0.3393 loss_ce_0: 0.5145 loss_bbox_0: 0.3357 loss_giou_0: 0.5234 loss_ce_1: 0.4154 loss_bbox_1: 0.2237 loss_giou_1: 0.3906 loss_ce_2: 0.3418 loss_bbox_2: 0.2 loss_giou_2: 0.3673 loss_ce_3: 0.3185 loss_bbox_3: 0.1912 loss_giou_3: 0.3533 loss_ce_4: 0.3113 loss_bbox_4: 0.1831 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:32] d2.utils.events INFO: eta: 23:26:36 iter: 150159 total_loss: 6.261 loss_ce: 0.3343 loss_bbox: 0.1912 loss_giou: 0.3816 loss_ce_0: 0.5112 loss_bbox_0: 0.3437 loss_giou_0: 0.5685 loss_ce_1: 0.4248 loss_bbox_1: 0.2335 loss_giou_1: 0.4347 loss_ce_2: 0.3535 loss_bbox_2: 0.2039 loss_giou_2: 0.4045 loss_ce_3: 0.3423 loss_bbox_3: 0.1961 loss_giou_3: 0.392 loss_ce_4: 0.3405 loss_bbox_4: 0.1912 loss_giou_4: 0.3785 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:38] d2.utils.events INFO: eta: 23:25:17 iter: 150179 total_loss: 5.947 loss_ce: 0.3074 loss_bbox: 0.2015 loss_giou: 0.3488 loss_ce_0: 0.5259 loss_bbox_0: 0.3365 loss_giou_0: 0.5323 loss_ce_1: 0.4088 loss_bbox_1: 0.2314 loss_giou_1: 0.3962 loss_ce_2: 0.3419 loss_bbox_2: 0.2247 loss_giou_2: 0.3745 loss_ce_3: 0.3195 loss_bbox_3: 0.2114 loss_giou_3: 0.3529 loss_ce_4: 0.3117 loss_bbox_4: 0.1973 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:43] d2.utils.events INFO: eta: 23:25:09 iter: 150199 total_loss: 5.957 loss_ce: 0.3009 loss_bbox: 0.1896 loss_giou: 0.3358 loss_ce_0: 0.5165 loss_bbox_0: 0.3229 loss_giou_0: 0.5261 loss_ce_1: 0.4024 loss_bbox_1: 0.2264 loss_giou_1: 0.3797 loss_ce_2: 0.338 loss_bbox_2: 0.2019 loss_giou_2: 0.3536 loss_ce_3: 0.3105 loss_bbox_3: 0.1927 loss_giou_3: 0.3442 loss_ce_4: 0.3034 loss_bbox_4: 0.19 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:49] d2.utils.events INFO: eta: 23:25:20 iter: 150219 total_loss: 6.116 loss_ce: 0.3337 loss_bbox: 0.1988 loss_giou: 0.3601 loss_ce_0: 0.5052 loss_bbox_0: 0.3215 loss_giou_0: 0.5595 loss_ce_1: 0.4095 loss_bbox_1: 0.2253 loss_giou_1: 0.413 loss_ce_2: 0.3638 loss_bbox_2: 0.2066 loss_giou_2: 0.371 loss_ce_3: 0.3386 loss_bbox_3: 0.201 loss_giou_3: 0.3646 loss_ce_4: 0.3322 loss_bbox_4: 0.2002 loss_giou_4: 0.3609 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 01:27:55] d2.utils.events INFO: eta: 23:25:15 iter: 150239 total_loss: 6.075 loss_ce: 0.3483 loss_bbox: 0.1973 loss_giou: 0.3309 loss_ce_0: 0.5204 loss_bbox_0: 0.3466 loss_giou_0: 0.5046 loss_ce_1: 0.4439 loss_bbox_1: 0.2358 loss_giou_1: 0.3827 loss_ce_2: 0.368 loss_bbox_2: 0.2154 loss_giou_2: 0.3543 loss_ce_3: 0.3501 loss_bbox_3: 0.2025 loss_giou_3: 0.34 loss_ce_4: 0.3427 loss_bbox_4: 0.198 loss_giou_4: 0.3311 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:01] d2.utils.events INFO: eta: 23:26:06 iter: 150259 total_loss: 5.862 loss_ce: 0.3129 loss_bbox: 0.1833 loss_giou: 0.345 loss_ce_0: 0.5099 loss_bbox_0: 0.324 loss_giou_0: 0.5432 loss_ce_1: 0.4047 loss_bbox_1: 0.2286 loss_giou_1: 0.4049 loss_ce_2: 0.3427 loss_bbox_2: 0.1971 loss_giou_2: 0.365 loss_ce_3: 0.3168 loss_bbox_3: 0.1896 loss_giou_3: 0.3569 loss_ce_4: 0.3119 loss_bbox_4: 0.1822 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:07] d2.utils.events INFO: eta: 23:26:02 iter: 150279 total_loss: 6.168 loss_ce: 0.3086 loss_bbox: 0.203 loss_giou: 0.3586 loss_ce_0: 0.5206 loss_bbox_0: 0.3347 loss_giou_0: 0.5401 loss_ce_1: 0.4094 loss_bbox_1: 0.2362 loss_giou_1: 0.4113 loss_ce_2: 0.3501 loss_bbox_2: 0.2153 loss_giou_2: 0.3794 loss_ce_3: 0.3222 loss_bbox_3: 0.2104 loss_giou_3: 0.3686 loss_ce_4: 0.315 loss_bbox_4: 0.2044 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:12] d2.utils.events INFO: eta: 23:25:56 iter: 150299 total_loss: 5.667 loss_ce: 0.2778 loss_bbox: 0.2008 loss_giou: 0.3402 loss_ce_0: 0.4916 loss_bbox_0: 0.3225 loss_giou_0: 0.5278 loss_ce_1: 0.3862 loss_bbox_1: 0.2364 loss_giou_1: 0.3858 loss_ce_2: 0.3208 loss_bbox_2: 0.2185 loss_giou_2: 0.3565 loss_ce_3: 0.2941 loss_bbox_3: 0.2065 loss_giou_3: 0.3466 loss_ce_4: 0.2813 loss_bbox_4: 0.202 loss_giou_4: 0.3433 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:18] d2.utils.events INFO: eta: 23:25:53 iter: 150319 total_loss: 6.204 loss_ce: 0.3301 loss_bbox: 0.1913 loss_giou: 0.3538 loss_ce_0: 0.5241 loss_bbox_0: 0.3293 loss_giou_0: 0.5482 loss_ce_1: 0.4259 loss_bbox_1: 0.2325 loss_giou_1: 0.4048 loss_ce_2: 0.369 loss_bbox_2: 0.2106 loss_giou_2: 0.367 loss_ce_3: 0.336 loss_bbox_3: 0.2014 loss_giou_3: 0.3596 loss_ce_4: 0.3327 loss_bbox_4: 0.195 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:24] d2.utils.events INFO: eta: 23:25:54 iter: 150339 total_loss: 5.91 loss_ce: 0.3094 loss_bbox: 0.1934 loss_giou: 0.3526 loss_ce_0: 0.4979 loss_bbox_0: 0.335 loss_giou_0: 0.5297 loss_ce_1: 0.4019 loss_bbox_1: 0.2272 loss_giou_1: 0.4039 loss_ce_2: 0.3468 loss_bbox_2: 0.205 loss_giou_2: 0.3701 loss_ce_3: 0.333 loss_bbox_3: 0.2022 loss_giou_3: 0.3618 loss_ce_4: 0.3122 loss_bbox_4: 0.1941 loss_giou_4: 0.3533 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:29] d2.utils.events INFO: eta: 23:26:03 iter: 150359 total_loss: 5.823 loss_ce: 0.3159 loss_bbox: 0.1836 loss_giou: 0.3352 loss_ce_0: 0.5169 loss_bbox_0: 0.3224 loss_giou_0: 0.5337 loss_ce_1: 0.4168 loss_bbox_1: 0.2259 loss_giou_1: 0.3906 loss_ce_2: 0.3432 loss_bbox_2: 0.2017 loss_giou_2: 0.3669 loss_ce_3: 0.3216 loss_bbox_3: 0.191 loss_giou_3: 0.349 loss_ce_4: 0.3148 loss_bbox_4: 0.1899 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:35] d2.utils.events INFO: eta: 23:25:57 iter: 150379 total_loss: 5.884 loss_ce: 0.3067 loss_bbox: 0.1918 loss_giou: 0.3293 loss_ce_0: 0.5198 loss_bbox_0: 0.3261 loss_giou_0: 0.5214 loss_ce_1: 0.4205 loss_bbox_1: 0.2205 loss_giou_1: 0.3844 loss_ce_2: 0.3641 loss_bbox_2: 0.2079 loss_giou_2: 0.3494 loss_ce_3: 0.3342 loss_bbox_3: 0.1967 loss_giou_3: 0.3373 loss_ce_4: 0.3159 loss_bbox_4: 0.1905 loss_giou_4: 0.3324 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:41] d2.utils.events INFO: eta: 23:26:06 iter: 150399 total_loss: 5.954 loss_ce: 0.2968 loss_bbox: 0.187 loss_giou: 0.3375 loss_ce_0: 0.5207 loss_bbox_0: 0.3177 loss_giou_0: 0.5383 loss_ce_1: 0.4131 loss_bbox_1: 0.2114 loss_giou_1: 0.3931 loss_ce_2: 0.3443 loss_bbox_2: 0.1966 loss_giou_2: 0.3522 loss_ce_3: 0.3024 loss_bbox_3: 0.1898 loss_giou_3: 0.3501 loss_ce_4: 0.2923 loss_bbox_4: 0.1894 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:47] d2.utils.events INFO: eta: 23:26:15 iter: 150419 total_loss: 5.474 loss_ce: 0.2954 loss_bbox: 0.1838 loss_giou: 0.2984 loss_ce_0: 0.5119 loss_bbox_0: 0.3146 loss_giou_0: 0.4631 loss_ce_1: 0.4042 loss_bbox_1: 0.22 loss_giou_1: 0.3401 loss_ce_2: 0.3303 loss_bbox_2: 0.1963 loss_giou_2: 0.3154 loss_ce_3: 0.3079 loss_bbox_3: 0.1894 loss_giou_3: 0.3073 loss_ce_4: 0.3058 loss_bbox_4: 0.1854 loss_giou_4: 0.299 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:52] d2.utils.events INFO: eta: 23:26:11 iter: 150439 total_loss: 6.065 loss_ce: 0.3177 loss_bbox: 0.1832 loss_giou: 0.3473 loss_ce_0: 0.5232 loss_bbox_0: 0.3294 loss_giou_0: 0.5475 loss_ce_1: 0.414 loss_bbox_1: 0.2127 loss_giou_1: 0.4003 loss_ce_2: 0.3512 loss_bbox_2: 0.2 loss_giou_2: 0.3747 loss_ce_3: 0.3322 loss_bbox_3: 0.1879 loss_giou_3: 0.36 loss_ce_4: 0.3151 loss_bbox_4: 0.1834 loss_giou_4: 0.3551 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 01:28:58] d2.utils.events INFO: eta: 23:26:04 iter: 150459 total_loss: 5.786 loss_ce: 0.3018 loss_bbox: 0.1943 loss_giou: 0.3382 loss_ce_0: 0.5013 loss_bbox_0: 0.3234 loss_giou_0: 0.5347 loss_ce_1: 0.3968 loss_bbox_1: 0.2287 loss_giou_1: 0.3937 loss_ce_2: 0.3398 loss_bbox_2: 0.2049 loss_giou_2: 0.3625 loss_ce_3: 0.3095 loss_bbox_3: 0.1956 loss_giou_3: 0.3485 loss_ce_4: 0.3016 loss_bbox_4: 0.196 loss_giou_4: 0.3404 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:04] d2.utils.events INFO: eta: 23:25:12 iter: 150479 total_loss: 5.989 loss_ce: 0.3111 loss_bbox: 0.1959 loss_giou: 0.3515 loss_ce_0: 0.5145 loss_bbox_0: 0.3151 loss_giou_0: 0.522 loss_ce_1: 0.4123 loss_bbox_1: 0.2257 loss_giou_1: 0.387 loss_ce_2: 0.3472 loss_bbox_2: 0.2069 loss_giou_2: 0.3746 loss_ce_3: 0.3258 loss_bbox_3: 0.197 loss_giou_3: 0.3622 loss_ce_4: 0.3149 loss_bbox_4: 0.1945 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:09] d2.utils.events INFO: eta: 23:25:01 iter: 150499 total_loss: 5.874 loss_ce: 0.3199 loss_bbox: 0.1889 loss_giou: 0.3541 loss_ce_0: 0.5237 loss_bbox_0: 0.3146 loss_giou_0: 0.544 loss_ce_1: 0.4162 loss_bbox_1: 0.2208 loss_giou_1: 0.3987 loss_ce_2: 0.3578 loss_bbox_2: 0.1938 loss_giou_2: 0.366 loss_ce_3: 0.3201 loss_bbox_3: 0.1923 loss_giou_3: 0.3587 loss_ce_4: 0.3242 loss_bbox_4: 0.1914 loss_giou_4: 0.3531 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:15] d2.utils.events INFO: eta: 23:24:21 iter: 150519 total_loss: 5.873 loss_ce: 0.3012 loss_bbox: 0.1851 loss_giou: 0.3392 loss_ce_0: 0.4964 loss_bbox_0: 0.3134 loss_giou_0: 0.5465 loss_ce_1: 0.4055 loss_bbox_1: 0.2202 loss_giou_1: 0.3911 loss_ce_2: 0.342 loss_bbox_2: 0.2068 loss_giou_2: 0.3614 loss_ce_3: 0.3134 loss_bbox_3: 0.1906 loss_giou_3: 0.3453 loss_ce_4: 0.3082 loss_bbox_4: 0.1876 loss_giou_4: 0.338 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:21] d2.utils.events INFO: eta: 23:24:50 iter: 150539 total_loss: 6.046 loss_ce: 0.3178 loss_bbox: 0.1894 loss_giou: 0.3444 loss_ce_0: 0.5091 loss_bbox_0: 0.3177 loss_giou_0: 0.5315 loss_ce_1: 0.4034 loss_bbox_1: 0.2253 loss_giou_1: 0.397 loss_ce_2: 0.3591 loss_bbox_2: 0.205 loss_giou_2: 0.3623 loss_ce_3: 0.3168 loss_bbox_3: 0.1906 loss_giou_3: 0.3549 loss_ce_4: 0.3182 loss_bbox_4: 0.1905 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:27] d2.utils.events INFO: eta: 23:25:21 iter: 150559 total_loss: 6.095 loss_ce: 0.3199 loss_bbox: 0.2002 loss_giou: 0.3444 loss_ce_0: 0.5125 loss_bbox_0: 0.3332 loss_giou_0: 0.5333 loss_ce_1: 0.4061 loss_bbox_1: 0.2362 loss_giou_1: 0.4083 loss_ce_2: 0.3434 loss_bbox_2: 0.217 loss_giou_2: 0.3729 loss_ce_3: 0.3266 loss_bbox_3: 0.2109 loss_giou_3: 0.3524 loss_ce_4: 0.3187 loss_bbox_4: 0.2059 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:32] d2.utils.events INFO: eta: 23:24:57 iter: 150579 total_loss: 6.156 loss_ce: 0.3278 loss_bbox: 0.2061 loss_giou: 0.3374 loss_ce_0: 0.5368 loss_bbox_0: 0.323 loss_giou_0: 0.5299 loss_ce_1: 0.4253 loss_bbox_1: 0.2399 loss_giou_1: 0.3918 loss_ce_2: 0.3722 loss_bbox_2: 0.2224 loss_giou_2: 0.359 loss_ce_3: 0.3461 loss_bbox_3: 0.214 loss_giou_3: 0.348 loss_ce_4: 0.3446 loss_bbox_4: 0.2102 loss_giou_4: 0.3417 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:38] d2.utils.events INFO: eta: 23:24:31 iter: 150599 total_loss: 6.053 loss_ce: 0.3157 loss_bbox: 0.1941 loss_giou: 0.3625 loss_ce_0: 0.5208 loss_bbox_0: 0.3213 loss_giou_0: 0.5274 loss_ce_1: 0.4143 loss_bbox_1: 0.2324 loss_giou_1: 0.4026 loss_ce_2: 0.3547 loss_bbox_2: 0.2132 loss_giou_2: 0.3804 loss_ce_3: 0.3324 loss_bbox_3: 0.205 loss_giou_3: 0.3686 loss_ce_4: 0.3152 loss_bbox_4: 0.1999 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:43] d2.utils.events INFO: eta: 23:24:12 iter: 150619 total_loss: 6.059 loss_ce: 0.3049 loss_bbox: 0.1974 loss_giou: 0.3546 loss_ce_0: 0.5065 loss_bbox_0: 0.3301 loss_giou_0: 0.5651 loss_ce_1: 0.414 loss_bbox_1: 0.2285 loss_giou_1: 0.4178 loss_ce_2: 0.3423 loss_bbox_2: 0.212 loss_giou_2: 0.3776 loss_ce_3: 0.3218 loss_bbox_3: 0.2026 loss_giou_3: 0.3635 loss_ce_4: 0.3149 loss_bbox_4: 0.1945 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:49] d2.utils.events INFO: eta: 23:23:32 iter: 150639 total_loss: 6.229 loss_ce: 0.3146 loss_bbox: 0.1934 loss_giou: 0.3668 loss_ce_0: 0.5135 loss_bbox_0: 0.3422 loss_giou_0: 0.5672 loss_ce_1: 0.4177 loss_bbox_1: 0.2246 loss_giou_1: 0.4136 loss_ce_2: 0.3499 loss_bbox_2: 0.2056 loss_giou_2: 0.3827 loss_ce_3: 0.3217 loss_bbox_3: 0.1976 loss_giou_3: 0.373 loss_ce_4: 0.3198 loss_bbox_4: 0.1964 loss_giou_4: 0.3662 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 01:29:55] d2.utils.events INFO: eta: 23:23:16 iter: 150659 total_loss: 6.038 loss_ce: 0.3091 loss_bbox: 0.1788 loss_giou: 0.3514 loss_ce_0: 0.5037 loss_bbox_0: 0.3194 loss_giou_0: 0.5443 loss_ce_1: 0.4094 loss_bbox_1: 0.2215 loss_giou_1: 0.4012 loss_ce_2: 0.3447 loss_bbox_2: 0.1941 loss_giou_2: 0.371 loss_ce_3: 0.3176 loss_bbox_3: 0.1811 loss_giou_3: 0.357 loss_ce_4: 0.31 loss_bbox_4: 0.1796 loss_giou_4: 0.3544 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:00] d2.utils.events INFO: eta: 23:22:59 iter: 150679 total_loss: 5.573 loss_ce: 0.3028 loss_bbox: 0.1767 loss_giou: 0.3239 loss_ce_0: 0.516 loss_bbox_0: 0.3112 loss_giou_0: 0.5133 loss_ce_1: 0.4034 loss_bbox_1: 0.2099 loss_giou_1: 0.3713 loss_ce_2: 0.335 loss_bbox_2: 0.1941 loss_giou_2: 0.3414 loss_ce_3: 0.3058 loss_bbox_3: 0.1853 loss_giou_3: 0.3341 loss_ce_4: 0.298 loss_bbox_4: 0.1797 loss_giou_4: 0.3264 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:06] d2.utils.events INFO: eta: 23:22:37 iter: 150699 total_loss: 5.805 loss_ce: 0.3079 loss_bbox: 0.2057 loss_giou: 0.352 loss_ce_0: 0.5194 loss_bbox_0: 0.3302 loss_giou_0: 0.5285 loss_ce_1: 0.4023 loss_bbox_1: 0.233 loss_giou_1: 0.3994 loss_ce_2: 0.3343 loss_bbox_2: 0.2138 loss_giou_2: 0.3628 loss_ce_3: 0.3125 loss_bbox_3: 0.2105 loss_giou_3: 0.362 loss_ce_4: 0.3052 loss_bbox_4: 0.2072 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:12] d2.utils.events INFO: eta: 23:22:38 iter: 150719 total_loss: 6.115 loss_ce: 0.3415 loss_bbox: 0.1971 loss_giou: 0.3394 loss_ce_0: 0.5324 loss_bbox_0: 0.3389 loss_giou_0: 0.5175 loss_ce_1: 0.4247 loss_bbox_1: 0.2385 loss_giou_1: 0.3781 loss_ce_2: 0.3687 loss_bbox_2: 0.2145 loss_giou_2: 0.3539 loss_ce_3: 0.3529 loss_bbox_3: 0.2062 loss_giou_3: 0.3427 loss_ce_4: 0.3398 loss_bbox_4: 0.2 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:17] d2.utils.events INFO: eta: 23:22:21 iter: 150739 total_loss: 6.198 loss_ce: 0.3342 loss_bbox: 0.2018 loss_giou: 0.3641 loss_ce_0: 0.536 loss_bbox_0: 0.3372 loss_giou_0: 0.5509 loss_ce_1: 0.4201 loss_bbox_1: 0.2376 loss_giou_1: 0.4166 loss_ce_2: 0.3712 loss_bbox_2: 0.2072 loss_giou_2: 0.3897 loss_ce_3: 0.3572 loss_bbox_3: 0.2057 loss_giou_3: 0.3761 loss_ce_4: 0.3486 loss_bbox_4: 0.2034 loss_giou_4: 0.3696 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:23] d2.utils.events INFO: eta: 23:22:25 iter: 150759 total_loss: 5.845 loss_ce: 0.3036 loss_bbox: 0.1959 loss_giou: 0.3585 loss_ce_0: 0.5148 loss_bbox_0: 0.3303 loss_giou_0: 0.5553 loss_ce_1: 0.4122 loss_bbox_1: 0.2268 loss_giou_1: 0.4096 loss_ce_2: 0.3329 loss_bbox_2: 0.2133 loss_giou_2: 0.3746 loss_ce_3: 0.3143 loss_bbox_3: 0.2013 loss_giou_3: 0.3676 loss_ce_4: 0.3098 loss_bbox_4: 0.1906 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:29] d2.utils.events INFO: eta: 23:22:26 iter: 150779 total_loss: 6.347 loss_ce: 0.3395 loss_bbox: 0.2148 loss_giou: 0.3588 loss_ce_0: 0.5302 loss_bbox_0: 0.3574 loss_giou_0: 0.569 loss_ce_1: 0.4359 loss_bbox_1: 0.254 loss_giou_1: 0.4111 loss_ce_2: 0.3569 loss_bbox_2: 0.233 loss_giou_2: 0.3775 loss_ce_3: 0.3341 loss_bbox_3: 0.2235 loss_giou_3: 0.3658 loss_ce_4: 0.33 loss_bbox_4: 0.2189 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:34] d2.utils.events INFO: eta: 23:22:22 iter: 150799 total_loss: 6.239 loss_ce: 0.3229 loss_bbox: 0.1781 loss_giou: 0.3708 loss_ce_0: 0.5359 loss_bbox_0: 0.3241 loss_giou_0: 0.5778 loss_ce_1: 0.4422 loss_bbox_1: 0.2141 loss_giou_1: 0.417 loss_ce_2: 0.3765 loss_bbox_2: 0.1955 loss_giou_2: 0.3906 loss_ce_3: 0.3518 loss_bbox_3: 0.1866 loss_giou_3: 0.3783 loss_ce_4: 0.3245 loss_bbox_4: 0.1807 loss_giou_4: 0.3736 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:40] d2.utils.events INFO: eta: 23:22:24 iter: 150819 total_loss: 6.089 loss_ce: 0.3197 loss_bbox: 0.1924 loss_giou: 0.3552 loss_ce_0: 0.5095 loss_bbox_0: 0.3201 loss_giou_0: 0.5467 loss_ce_1: 0.4127 loss_bbox_1: 0.2252 loss_giou_1: 0.3985 loss_ce_2: 0.3665 loss_bbox_2: 0.2055 loss_giou_2: 0.3734 loss_ce_3: 0.325 loss_bbox_3: 0.1925 loss_giou_3: 0.3567 loss_ce_4: 0.3284 loss_bbox_4: 0.1915 loss_giou_4: 0.3495 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:46] d2.utils.events INFO: eta: 23:23:10 iter: 150839 total_loss: 5.869 loss_ce: 0.309 loss_bbox: 0.2053 loss_giou: 0.3401 loss_ce_0: 0.5084 loss_bbox_0: 0.341 loss_giou_0: 0.5258 loss_ce_1: 0.4048 loss_bbox_1: 0.2443 loss_giou_1: 0.3999 loss_ce_2: 0.3541 loss_bbox_2: 0.222 loss_giou_2: 0.3635 loss_ce_3: 0.3333 loss_bbox_3: 0.2073 loss_giou_3: 0.3529 loss_ce_4: 0.312 loss_bbox_4: 0.2045 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:52] d2.utils.events INFO: eta: 23:23:18 iter: 150859 total_loss: 5.81 loss_ce: 0.2995 loss_bbox: 0.1843 loss_giou: 0.3493 loss_ce_0: 0.5136 loss_bbox_0: 0.3193 loss_giou_0: 0.5478 loss_ce_1: 0.4032 loss_bbox_1: 0.2175 loss_giou_1: 0.3925 loss_ce_2: 0.3473 loss_bbox_2: 0.1972 loss_giou_2: 0.3721 loss_ce_3: 0.306 loss_bbox_3: 0.1889 loss_giou_3: 0.3672 loss_ce_4: 0.304 loss_bbox_4: 0.1877 loss_giou_4: 0.354 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 01:30:57] d2.utils.events INFO: eta: 23:22:59 iter: 150879 total_loss: 6.033 loss_ce: 0.324 loss_bbox: 0.1906 loss_giou: 0.3415 loss_ce_0: 0.5088 loss_bbox_0: 0.331 loss_giou_0: 0.5191 loss_ce_1: 0.411 loss_bbox_1: 0.2284 loss_giou_1: 0.3946 loss_ce_2: 0.3645 loss_bbox_2: 0.2138 loss_giou_2: 0.3643 loss_ce_3: 0.3324 loss_bbox_3: 0.1996 loss_giou_3: 0.3496 loss_ce_4: 0.3255 loss_bbox_4: 0.1907 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:03] d2.utils.events INFO: eta: 23:23:07 iter: 150899 total_loss: 5.982 loss_ce: 0.3024 loss_bbox: 0.2086 loss_giou: 0.3575 loss_ce_0: 0.5195 loss_bbox_0: 0.3217 loss_giou_0: 0.5133 loss_ce_1: 0.4101 loss_bbox_1: 0.225 loss_giou_1: 0.4089 loss_ce_2: 0.3513 loss_bbox_2: 0.2141 loss_giou_2: 0.3793 loss_ce_3: 0.3113 loss_bbox_3: 0.2081 loss_giou_3: 0.3663 loss_ce_4: 0.3125 loss_bbox_4: 0.2073 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:09] d2.utils.events INFO: eta: 23:22:34 iter: 150919 total_loss: 6.097 loss_ce: 0.3199 loss_bbox: 0.2016 loss_giou: 0.3577 loss_ce_0: 0.5234 loss_bbox_0: 0.3395 loss_giou_0: 0.5411 loss_ce_1: 0.4291 loss_bbox_1: 0.2343 loss_giou_1: 0.4085 loss_ce_2: 0.3737 loss_bbox_2: 0.2109 loss_giou_2: 0.372 loss_ce_3: 0.3375 loss_bbox_3: 0.2107 loss_giou_3: 0.3609 loss_ce_4: 0.3251 loss_bbox_4: 0.2023 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:14] d2.utils.events INFO: eta: 23:22:57 iter: 150939 total_loss: 6.202 loss_ce: 0.3318 loss_bbox: 0.1982 loss_giou: 0.3648 loss_ce_0: 0.5234 loss_bbox_0: 0.3317 loss_giou_0: 0.5511 loss_ce_1: 0.4312 loss_bbox_1: 0.2273 loss_giou_1: 0.41 loss_ce_2: 0.3677 loss_bbox_2: 0.2121 loss_giou_2: 0.3855 loss_ce_3: 0.3392 loss_bbox_3: 0.2041 loss_giou_3: 0.3753 loss_ce_4: 0.3347 loss_bbox_4: 0.1978 loss_giou_4: 0.3687 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:20] d2.utils.events INFO: eta: 23:22:37 iter: 150959 total_loss: 5.832 loss_ce: 0.3011 loss_bbox: 0.1797 loss_giou: 0.3358 loss_ce_0: 0.512 loss_bbox_0: 0.3121 loss_giou_0: 0.539 loss_ce_1: 0.4102 loss_bbox_1: 0.2129 loss_giou_1: 0.3911 loss_ce_2: 0.3516 loss_bbox_2: 0.1951 loss_giou_2: 0.3588 loss_ce_3: 0.3112 loss_bbox_3: 0.1835 loss_giou_3: 0.3469 loss_ce_4: 0.3124 loss_bbox_4: 0.18 loss_giou_4: 0.3393 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:26] d2.utils.events INFO: eta: 23:22:18 iter: 150979 total_loss: 5.696 loss_ce: 0.2937 loss_bbox: 0.1873 loss_giou: 0.3174 loss_ce_0: 0.5013 loss_bbox_0: 0.3123 loss_giou_0: 0.4965 loss_ce_1: 0.4022 loss_bbox_1: 0.2179 loss_giou_1: 0.3698 loss_ce_2: 0.3334 loss_bbox_2: 0.2017 loss_giou_2: 0.3448 loss_ce_3: 0.3049 loss_bbox_3: 0.1931 loss_giou_3: 0.3299 loss_ce_4: 0.2965 loss_bbox_4: 0.1884 loss_giou_4: 0.3262 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:32] d2.utils.events INFO: eta: 23:22:52 iter: 150999 total_loss: 6.208 loss_ce: 0.3365 loss_bbox: 0.1945 loss_giou: 0.364 loss_ce_0: 0.5199 loss_bbox_0: 0.3356 loss_giou_0: 0.5458 loss_ce_1: 0.4291 loss_bbox_1: 0.2266 loss_giou_1: 0.4092 loss_ce_2: 0.381 loss_bbox_2: 0.2002 loss_giou_2: 0.3798 loss_ce_3: 0.3516 loss_bbox_3: 0.1994 loss_giou_3: 0.3732 loss_ce_4: 0.3388 loss_bbox_4: 0.1996 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:37] d2.utils.events INFO: eta: 23:23:05 iter: 151019 total_loss: 6.188 loss_ce: 0.3525 loss_bbox: 0.1961 loss_giou: 0.3634 loss_ce_0: 0.5414 loss_bbox_0: 0.3321 loss_giou_0: 0.5697 loss_ce_1: 0.4555 loss_bbox_1: 0.2299 loss_giou_1: 0.4239 loss_ce_2: 0.3818 loss_bbox_2: 0.221 loss_giou_2: 0.3867 loss_ce_3: 0.3563 loss_bbox_3: 0.2018 loss_giou_3: 0.3705 loss_ce_4: 0.3547 loss_bbox_4: 0.1961 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:43] d2.utils.events INFO: eta: 23:23:29 iter: 151039 total_loss: 5.961 loss_ce: 0.3011 loss_bbox: 0.201 loss_giou: 0.3499 loss_ce_0: 0.515 loss_bbox_0: 0.3255 loss_giou_0: 0.5199 loss_ce_1: 0.4177 loss_bbox_1: 0.2335 loss_giou_1: 0.3968 loss_ce_2: 0.3505 loss_bbox_2: 0.2085 loss_giou_2: 0.3691 loss_ce_3: 0.3134 loss_bbox_3: 0.2027 loss_giou_3: 0.3576 loss_ce_4: 0.3086 loss_bbox_4: 0.2023 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:49] d2.utils.events INFO: eta: 23:23:13 iter: 151059 total_loss: 5.722 loss_ce: 0.2987 loss_bbox: 0.185 loss_giou: 0.337 loss_ce_0: 0.4951 loss_bbox_0: 0.3189 loss_giou_0: 0.5302 loss_ce_1: 0.4063 loss_bbox_1: 0.2195 loss_giou_1: 0.3839 loss_ce_2: 0.3363 loss_bbox_2: 0.2054 loss_giou_2: 0.3655 loss_ce_3: 0.3106 loss_bbox_3: 0.1934 loss_giou_3: 0.3522 loss_ce_4: 0.2987 loss_bbox_4: 0.1871 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 01:31:55] d2.utils.events INFO: eta: 23:23:04 iter: 151079 total_loss: 6.256 loss_ce: 0.3424 loss_bbox: 0.1869 loss_giou: 0.3599 loss_ce_0: 0.5402 loss_bbox_0: 0.3321 loss_giou_0: 0.5508 loss_ce_1: 0.433 loss_bbox_1: 0.2062 loss_giou_1: 0.4063 loss_ce_2: 0.3625 loss_bbox_2: 0.198 loss_giou_2: 0.3729 loss_ce_3: 0.3334 loss_bbox_3: 0.1929 loss_giou_3: 0.3652 loss_ce_4: 0.3433 loss_bbox_4: 0.1905 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:00] d2.utils.events INFO: eta: 23:22:31 iter: 151099 total_loss: 5.649 loss_ce: 0.2835 loss_bbox: 0.1743 loss_giou: 0.334 loss_ce_0: 0.5065 loss_bbox_0: 0.3155 loss_giou_0: 0.5508 loss_ce_1: 0.4059 loss_bbox_1: 0.2069 loss_giou_1: 0.3967 loss_ce_2: 0.3257 loss_bbox_2: 0.1889 loss_giou_2: 0.3587 loss_ce_3: 0.2972 loss_bbox_3: 0.1814 loss_giou_3: 0.3455 loss_ce_4: 0.288 loss_bbox_4: 0.1752 loss_giou_4: 0.3386 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:06] d2.utils.events INFO: eta: 23:22:18 iter: 151119 total_loss: 5.907 loss_ce: 0.3021 loss_bbox: 0.1953 loss_giou: 0.3399 loss_ce_0: 0.5061 loss_bbox_0: 0.3172 loss_giou_0: 0.5372 loss_ce_1: 0.3988 loss_bbox_1: 0.2176 loss_giou_1: 0.4033 loss_ce_2: 0.3361 loss_bbox_2: 0.2019 loss_giou_2: 0.3704 loss_ce_3: 0.3131 loss_bbox_3: 0.1975 loss_giou_3: 0.3542 loss_ce_4: 0.3008 loss_bbox_4: 0.1962 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:12] d2.utils.events INFO: eta: 23:22:32 iter: 151139 total_loss: 5.907 loss_ce: 0.3191 loss_bbox: 0.2004 loss_giou: 0.3302 loss_ce_0: 0.5276 loss_bbox_0: 0.325 loss_giou_0: 0.5046 loss_ce_1: 0.4395 loss_bbox_1: 0.2224 loss_giou_1: 0.3718 loss_ce_2: 0.3768 loss_bbox_2: 0.2087 loss_giou_2: 0.3463 loss_ce_3: 0.3412 loss_bbox_3: 0.2025 loss_giou_3: 0.3368 loss_ce_4: 0.3247 loss_bbox_4: 0.2005 loss_giou_4: 0.3316 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:17] d2.utils.events INFO: eta: 23:22:07 iter: 151159 total_loss: 5.871 loss_ce: 0.3092 loss_bbox: 0.1969 loss_giou: 0.3405 loss_ce_0: 0.5202 loss_bbox_0: 0.3244 loss_giou_0: 0.5077 loss_ce_1: 0.423 loss_bbox_1: 0.223 loss_giou_1: 0.3871 loss_ce_2: 0.3557 loss_bbox_2: 0.2081 loss_giou_2: 0.3634 loss_ce_3: 0.3227 loss_bbox_3: 0.204 loss_giou_3: 0.3538 loss_ce_4: 0.3088 loss_bbox_4: 0.1986 loss_giou_4: 0.3428 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:23] d2.utils.events INFO: eta: 23:22:01 iter: 151179 total_loss: 5.977 loss_ce: 0.3118 loss_bbox: 0.1891 loss_giou: 0.342 loss_ce_0: 0.5458 loss_bbox_0: 0.334 loss_giou_0: 0.5481 loss_ce_1: 0.4209 loss_bbox_1: 0.2265 loss_giou_1: 0.3979 loss_ce_2: 0.3574 loss_bbox_2: 0.2033 loss_giou_2: 0.3634 loss_ce_3: 0.3292 loss_bbox_3: 0.1957 loss_giou_3: 0.3491 loss_ce_4: 0.3177 loss_bbox_4: 0.1901 loss_giou_4: 0.3438 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:29] d2.utils.events INFO: eta: 23:21:56 iter: 151199 total_loss: 5.745 loss_ce: 0.3027 loss_bbox: 0.1783 loss_giou: 0.341 loss_ce_0: 0.4896 loss_bbox_0: 0.3167 loss_giou_0: 0.5044 loss_ce_1: 0.3971 loss_bbox_1: 0.214 loss_giou_1: 0.3809 loss_ce_2: 0.3314 loss_bbox_2: 0.1932 loss_giou_2: 0.3593 loss_ce_3: 0.3168 loss_bbox_3: 0.1841 loss_giou_3: 0.3466 loss_ce_4: 0.3081 loss_bbox_4: 0.1822 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:34] d2.utils.events INFO: eta: 23:21:40 iter: 151219 total_loss: 6.117 loss_ce: 0.3174 loss_bbox: 0.2005 loss_giou: 0.3634 loss_ce_0: 0.5107 loss_bbox_0: 0.3213 loss_giou_0: 0.554 loss_ce_1: 0.4209 loss_bbox_1: 0.2333 loss_giou_1: 0.403 loss_ce_2: 0.3556 loss_bbox_2: 0.2076 loss_giou_2: 0.3777 loss_ce_3: 0.3219 loss_bbox_3: 0.2023 loss_giou_3: 0.3695 loss_ce_4: 0.3192 loss_bbox_4: 0.1973 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:40] d2.utils.events INFO: eta: 23:20:52 iter: 151239 total_loss: 5.732 loss_ce: 0.2959 loss_bbox: 0.1927 loss_giou: 0.3417 loss_ce_0: 0.514 loss_bbox_0: 0.3261 loss_giou_0: 0.5028 loss_ce_1: 0.4124 loss_bbox_1: 0.2244 loss_giou_1: 0.3728 loss_ce_2: 0.3432 loss_bbox_2: 0.2066 loss_giou_2: 0.3576 loss_ce_3: 0.3057 loss_bbox_3: 0.1947 loss_giou_3: 0.344 loss_ce_4: 0.2995 loss_bbox_4: 0.1921 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:46] d2.utils.events INFO: eta: 23:20:44 iter: 151259 total_loss: 6.297 loss_ce: 0.327 loss_bbox: 0.1887 loss_giou: 0.3751 loss_ce_0: 0.5396 loss_bbox_0: 0.323 loss_giou_0: 0.5857 loss_ce_1: 0.4334 loss_bbox_1: 0.221 loss_giou_1: 0.4326 loss_ce_2: 0.3662 loss_bbox_2: 0.2014 loss_giou_2: 0.3943 loss_ce_3: 0.3383 loss_bbox_3: 0.1949 loss_giou_3: 0.3831 loss_ce_4: 0.3279 loss_bbox_4: 0.1919 loss_giou_4: 0.3752 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:51] d2.utils.events INFO: eta: 23:20:29 iter: 151279 total_loss: 5.988 loss_ce: 0.3144 loss_bbox: 0.1864 loss_giou: 0.3534 loss_ce_0: 0.5248 loss_bbox_0: 0.3096 loss_giou_0: 0.5356 loss_ce_1: 0.4292 loss_bbox_1: 0.2092 loss_giou_1: 0.4025 loss_ce_2: 0.3655 loss_bbox_2: 0.1902 loss_giou_2: 0.3761 loss_ce_3: 0.3299 loss_bbox_3: 0.1852 loss_giou_3: 0.3722 loss_ce_4: 0.3192 loss_bbox_4: 0.1855 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:32:57] d2.utils.events INFO: eta: 23:20:22 iter: 151299 total_loss: 5.973 loss_ce: 0.3205 loss_bbox: 0.1919 loss_giou: 0.3525 loss_ce_0: 0.5189 loss_bbox_0: 0.3179 loss_giou_0: 0.5325 loss_ce_1: 0.4243 loss_bbox_1: 0.2215 loss_giou_1: 0.4082 loss_ce_2: 0.3595 loss_bbox_2: 0.2039 loss_giou_2: 0.3629 loss_ce_3: 0.3257 loss_bbox_3: 0.1962 loss_giou_3: 0.3557 loss_ce_4: 0.3236 loss_bbox_4: 0.1923 loss_giou_4: 0.3551 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:03] d2.utils.events INFO: eta: 23:20:11 iter: 151319 total_loss: 5.927 loss_ce: 0.3133 loss_bbox: 0.1888 loss_giou: 0.3457 loss_ce_0: 0.5047 loss_bbox_0: 0.3242 loss_giou_0: 0.5194 loss_ce_1: 0.4058 loss_bbox_1: 0.2244 loss_giou_1: 0.3919 loss_ce_2: 0.3491 loss_bbox_2: 0.2099 loss_giou_2: 0.374 loss_ce_3: 0.3245 loss_bbox_3: 0.1959 loss_giou_3: 0.3558 loss_ce_4: 0.3138 loss_bbox_4: 0.1883 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:08] d2.utils.events INFO: eta: 23:19:57 iter: 151339 total_loss: 6.261 loss_ce: 0.3116 loss_bbox: 0.1965 loss_giou: 0.3762 loss_ce_0: 0.5118 loss_bbox_0: 0.3375 loss_giou_0: 0.5603 loss_ce_1: 0.4136 loss_bbox_1: 0.2395 loss_giou_1: 0.4324 loss_ce_2: 0.3573 loss_bbox_2: 0.2116 loss_giou_2: 0.3992 loss_ce_3: 0.332 loss_bbox_3: 0.2031 loss_giou_3: 0.3863 loss_ce_4: 0.3148 loss_bbox_4: 0.2006 loss_giou_4: 0.3797 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:14] d2.utils.events INFO: eta: 23:19:49 iter: 151359 total_loss: 5.811 loss_ce: 0.3256 loss_bbox: 0.2073 loss_giou: 0.3131 loss_ce_0: 0.5214 loss_bbox_0: 0.3411 loss_giou_0: 0.5025 loss_ce_1: 0.4275 loss_bbox_1: 0.2399 loss_giou_1: 0.3667 loss_ce_2: 0.3626 loss_bbox_2: 0.2212 loss_giou_2: 0.3332 loss_ce_3: 0.318 loss_bbox_3: 0.2146 loss_giou_3: 0.3227 loss_ce_4: 0.3172 loss_bbox_4: 0.2106 loss_giou_4: 0.3214 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:20] d2.utils.events INFO: eta: 23:19:48 iter: 151379 total_loss: 6.267 loss_ce: 0.3101 loss_bbox: 0.19 loss_giou: 0.353 loss_ce_0: 0.5212 loss_bbox_0: 0.3313 loss_giou_0: 0.5559 loss_ce_1: 0.4168 loss_bbox_1: 0.2275 loss_giou_1: 0.4185 loss_ce_2: 0.3527 loss_bbox_2: 0.2088 loss_giou_2: 0.3846 loss_ce_3: 0.3266 loss_bbox_3: 0.196 loss_giou_3: 0.3667 loss_ce_4: 0.3224 loss_bbox_4: 0.1911 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:26] d2.utils.events INFO: eta: 23:19:42 iter: 151399 total_loss: 5.759 loss_ce: 0.3065 loss_bbox: 0.189 loss_giou: 0.3374 loss_ce_0: 0.4996 loss_bbox_0: 0.3291 loss_giou_0: 0.5272 loss_ce_1: 0.4136 loss_bbox_1: 0.222 loss_giou_1: 0.3908 loss_ce_2: 0.3508 loss_bbox_2: 0.2031 loss_giou_2: 0.3556 loss_ce_3: 0.313 loss_bbox_3: 0.1982 loss_giou_3: 0.3418 loss_ce_4: 0.3056 loss_bbox_4: 0.1913 loss_giou_4: 0.3372 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:31] d2.utils.events INFO: eta: 23:19:27 iter: 151419 total_loss: 5.613 loss_ce: 0.2839 loss_bbox: 0.1848 loss_giou: 0.3381 loss_ce_0: 0.5211 loss_bbox_0: 0.3074 loss_giou_0: 0.5124 loss_ce_1: 0.4108 loss_bbox_1: 0.212 loss_giou_1: 0.3803 loss_ce_2: 0.3386 loss_bbox_2: 0.1957 loss_giou_2: 0.3568 loss_ce_3: 0.2972 loss_bbox_3: 0.1881 loss_giou_3: 0.3386 loss_ce_4: 0.2868 loss_bbox_4: 0.1885 loss_giou_4: 0.3372 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:37] d2.utils.events INFO: eta: 23:19:24 iter: 151439 total_loss: 5.766 loss_ce: 0.3033 loss_bbox: 0.1862 loss_giou: 0.3374 loss_ce_0: 0.5185 loss_bbox_0: 0.3176 loss_giou_0: 0.5134 loss_ce_1: 0.4202 loss_bbox_1: 0.208 loss_giou_1: 0.3861 loss_ce_2: 0.3467 loss_bbox_2: 0.1912 loss_giou_2: 0.3567 loss_ce_3: 0.3191 loss_bbox_3: 0.1828 loss_giou_3: 0.3407 loss_ce_4: 0.3068 loss_bbox_4: 0.1853 loss_giou_4: 0.3363 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:43] d2.utils.events INFO: eta: 23:19:10 iter: 151459 total_loss: 5.949 loss_ce: 0.3131 loss_bbox: 0.1853 loss_giou: 0.3422 loss_ce_0: 0.5126 loss_bbox_0: 0.315 loss_giou_0: 0.5291 loss_ce_1: 0.4077 loss_bbox_1: 0.2154 loss_giou_1: 0.3905 loss_ce_2: 0.3485 loss_bbox_2: 0.1968 loss_giou_2: 0.361 loss_ce_3: 0.3318 loss_bbox_3: 0.1905 loss_giou_3: 0.3447 loss_ce_4: 0.319 loss_bbox_4: 0.1896 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:48] d2.utils.events INFO: eta: 23:19:15 iter: 151479 total_loss: 6.037 loss_ce: 0.3345 loss_bbox: 0.1865 loss_giou: 0.3532 loss_ce_0: 0.5193 loss_bbox_0: 0.321 loss_giou_0: 0.5414 loss_ce_1: 0.4215 loss_bbox_1: 0.2292 loss_giou_1: 0.4037 loss_ce_2: 0.363 loss_bbox_2: 0.2217 loss_giou_2: 0.3793 loss_ce_3: 0.3348 loss_bbox_3: 0.2028 loss_giou_3: 0.3652 loss_ce_4: 0.3245 loss_bbox_4: 0.1897 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 01:33:54] d2.utils.events INFO: eta: 23:18:59 iter: 151499 total_loss: 5.914 loss_ce: 0.3064 loss_bbox: 0.1929 loss_giou: 0.3668 loss_ce_0: 0.5053 loss_bbox_0: 0.3295 loss_giou_0: 0.5652 loss_ce_1: 0.3965 loss_bbox_1: 0.2269 loss_giou_1: 0.4229 loss_ce_2: 0.3478 loss_bbox_2: 0.2084 loss_giou_2: 0.3855 loss_ce_3: 0.3127 loss_bbox_3: 0.1973 loss_giou_3: 0.3774 loss_ce_4: 0.3011 loss_bbox_4: 0.1948 loss_giou_4: 0.3712 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:00] d2.utils.events INFO: eta: 23:19:04 iter: 151519 total_loss: 5.913 loss_ce: 0.3072 loss_bbox: 0.1956 loss_giou: 0.3608 loss_ce_0: 0.5019 loss_bbox_0: 0.3306 loss_giou_0: 0.5361 loss_ce_1: 0.4135 loss_bbox_1: 0.2331 loss_giou_1: 0.4107 loss_ce_2: 0.3418 loss_bbox_2: 0.2132 loss_giou_2: 0.3833 loss_ce_3: 0.3216 loss_bbox_3: 0.2046 loss_giou_3: 0.3692 loss_ce_4: 0.3085 loss_bbox_4: 0.199 loss_giou_4: 0.3653 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:05] d2.utils.events INFO: eta: 23:18:45 iter: 151539 total_loss: 5.796 loss_ce: 0.3187 loss_bbox: 0.1882 loss_giou: 0.3284 loss_ce_0: 0.5041 loss_bbox_0: 0.328 loss_giou_0: 0.4941 loss_ce_1: 0.3996 loss_bbox_1: 0.223 loss_giou_1: 0.3735 loss_ce_2: 0.3443 loss_bbox_2: 0.2007 loss_giou_2: 0.3506 loss_ce_3: 0.3173 loss_bbox_3: 0.1937 loss_giou_3: 0.3353 loss_ce_4: 0.3123 loss_bbox_4: 0.1918 loss_giou_4: 0.3302 time: 0.2802 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:11] d2.utils.events INFO: eta: 23:18:22 iter: 151559 total_loss: 5.71 loss_ce: 0.3058 loss_bbox: 0.1855 loss_giou: 0.3431 loss_ce_0: 0.5038 loss_bbox_0: 0.311 loss_giou_0: 0.5192 loss_ce_1: 0.3918 loss_bbox_1: 0.2159 loss_giou_1: 0.3899 loss_ce_2: 0.3307 loss_bbox_2: 0.1914 loss_giou_2: 0.3626 loss_ce_3: 0.3114 loss_bbox_3: 0.186 loss_giou_3: 0.35 loss_ce_4: 0.3074 loss_bbox_4: 0.1859 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:17] d2.utils.events INFO: eta: 23:17:47 iter: 151579 total_loss: 5.763 loss_ce: 0.3079 loss_bbox: 0.2036 loss_giou: 0.3288 loss_ce_0: 0.5178 loss_bbox_0: 0.3368 loss_giou_0: 0.4889 loss_ce_1: 0.4128 loss_bbox_1: 0.23 loss_giou_1: 0.379 loss_ce_2: 0.3346 loss_bbox_2: 0.2103 loss_giou_2: 0.3511 loss_ce_3: 0.3097 loss_bbox_3: 0.2071 loss_giou_3: 0.336 loss_ce_4: 0.3101 loss_bbox_4: 0.2059 loss_giou_4: 0.334 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:22] d2.utils.events INFO: eta: 23:18:29 iter: 151599 total_loss: 6.023 loss_ce: 0.3071 loss_bbox: 0.2105 loss_giou: 0.3421 loss_ce_0: 0.5144 loss_bbox_0: 0.3449 loss_giou_0: 0.5177 loss_ce_1: 0.4106 loss_bbox_1: 0.2505 loss_giou_1: 0.3951 loss_ce_2: 0.3459 loss_bbox_2: 0.2267 loss_giou_2: 0.3638 loss_ce_3: 0.3184 loss_bbox_3: 0.2143 loss_giou_3: 0.3482 loss_ce_4: 0.3092 loss_bbox_4: 0.2128 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:28] d2.utils.events INFO: eta: 23:18:29 iter: 151619 total_loss: 5.803 loss_ce: 0.3085 loss_bbox: 0.1833 loss_giou: 0.3487 loss_ce_0: 0.5121 loss_bbox_0: 0.3181 loss_giou_0: 0.5276 loss_ce_1: 0.4153 loss_bbox_1: 0.208 loss_giou_1: 0.3931 loss_ce_2: 0.344 loss_bbox_2: 0.1965 loss_giou_2: 0.3692 loss_ce_3: 0.3117 loss_bbox_3: 0.1857 loss_giou_3: 0.3538 loss_ce_4: 0.306 loss_bbox_4: 0.186 loss_giou_4: 0.3516 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:34] d2.utils.events INFO: eta: 23:18:12 iter: 151639 total_loss: 5.92 loss_ce: 0.3075 loss_bbox: 0.2016 loss_giou: 0.349 loss_ce_0: 0.4996 loss_bbox_0: 0.3352 loss_giou_0: 0.5189 loss_ce_1: 0.4132 loss_bbox_1: 0.2385 loss_giou_1: 0.3937 loss_ce_2: 0.3473 loss_bbox_2: 0.2162 loss_giou_2: 0.3653 loss_ce_3: 0.314 loss_bbox_3: 0.2045 loss_giou_3: 0.3569 loss_ce_4: 0.307 loss_bbox_4: 0.2042 loss_giou_4: 0.3547 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:39] d2.utils.events INFO: eta: 23:18:22 iter: 151659 total_loss: 5.916 loss_ce: 0.3153 loss_bbox: 0.1855 loss_giou: 0.3269 loss_ce_0: 0.5375 loss_bbox_0: 0.3199 loss_giou_0: 0.5115 loss_ce_1: 0.4331 loss_bbox_1: 0.2227 loss_giou_1: 0.3804 loss_ce_2: 0.3767 loss_bbox_2: 0.1999 loss_giou_2: 0.3443 loss_ce_3: 0.3365 loss_bbox_3: 0.1973 loss_giou_3: 0.335 loss_ce_4: 0.3236 loss_bbox_4: 0.1842 loss_giou_4: 0.3303 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:45] d2.utils.events INFO: eta: 23:18:21 iter: 151679 total_loss: 5.945 loss_ce: 0.3074 loss_bbox: 0.1833 loss_giou: 0.3578 loss_ce_0: 0.5103 loss_bbox_0: 0.3205 loss_giou_0: 0.5501 loss_ce_1: 0.4021 loss_bbox_1: 0.2227 loss_giou_1: 0.4061 loss_ce_2: 0.3336 loss_bbox_2: 0.1946 loss_giou_2: 0.3718 loss_ce_3: 0.3142 loss_bbox_3: 0.1894 loss_giou_3: 0.3654 loss_ce_4: 0.3029 loss_bbox_4: 0.1856 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:51] d2.utils.events INFO: eta: 23:18:27 iter: 151699 total_loss: 5.787 loss_ce: 0.3225 loss_bbox: 0.1853 loss_giou: 0.3348 loss_ce_0: 0.5126 loss_bbox_0: 0.318 loss_giou_0: 0.518 loss_ce_1: 0.4121 loss_bbox_1: 0.2253 loss_giou_1: 0.3899 loss_ce_2: 0.3581 loss_bbox_2: 0.2062 loss_giou_2: 0.3543 loss_ce_3: 0.3323 loss_bbox_3: 0.1995 loss_giou_3: 0.3437 loss_ce_4: 0.3205 loss_bbox_4: 0.1906 loss_giou_4: 0.3425 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:34:56] d2.utils.events INFO: eta: 23:18:13 iter: 151719 total_loss: 6.067 loss_ce: 0.3154 loss_bbox: 0.2008 loss_giou: 0.3614 loss_ce_0: 0.5286 loss_bbox_0: 0.3325 loss_giou_0: 0.5244 loss_ce_1: 0.4269 loss_bbox_1: 0.235 loss_giou_1: 0.4057 loss_ce_2: 0.3527 loss_bbox_2: 0.2201 loss_giou_2: 0.3751 loss_ce_3: 0.3162 loss_bbox_3: 0.2049 loss_giou_3: 0.3757 loss_ce_4: 0.3149 loss_bbox_4: 0.2019 loss_giou_4: 0.3607 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:02] d2.utils.events INFO: eta: 23:18:06 iter: 151739 total_loss: 6.194 loss_ce: 0.3269 loss_bbox: 0.2029 loss_giou: 0.3659 loss_ce_0: 0.5375 loss_bbox_0: 0.3468 loss_giou_0: 0.5706 loss_ce_1: 0.3996 loss_bbox_1: 0.2366 loss_giou_1: 0.429 loss_ce_2: 0.3475 loss_bbox_2: 0.218 loss_giou_2: 0.3885 loss_ce_3: 0.3183 loss_bbox_3: 0.2125 loss_giou_3: 0.3739 loss_ce_4: 0.3178 loss_bbox_4: 0.2064 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:08] d2.utils.events INFO: eta: 23:17:55 iter: 151759 total_loss: 5.838 loss_ce: 0.3093 loss_bbox: 0.1968 loss_giou: 0.3223 loss_ce_0: 0.5155 loss_bbox_0: 0.3353 loss_giou_0: 0.5285 loss_ce_1: 0.416 loss_bbox_1: 0.2347 loss_giou_1: 0.3767 loss_ce_2: 0.3553 loss_bbox_2: 0.2068 loss_giou_2: 0.3424 loss_ce_3: 0.3212 loss_bbox_3: 0.1986 loss_giou_3: 0.3338 loss_ce_4: 0.3147 loss_bbox_4: 0.1998 loss_giou_4: 0.3243 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:13] d2.utils.events INFO: eta: 23:17:55 iter: 151779 total_loss: 5.826 loss_ce: 0.2948 loss_bbox: 0.1794 loss_giou: 0.3558 loss_ce_0: 0.5077 loss_bbox_0: 0.3009 loss_giou_0: 0.5216 loss_ce_1: 0.4108 loss_bbox_1: 0.2128 loss_giou_1: 0.3996 loss_ce_2: 0.3417 loss_bbox_2: 0.1887 loss_giou_2: 0.3678 loss_ce_3: 0.3073 loss_bbox_3: 0.1863 loss_giou_3: 0.3579 loss_ce_4: 0.2949 loss_bbox_4: 0.1834 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:19] d2.utils.events INFO: eta: 23:17:44 iter: 151799 total_loss: 5.873 loss_ce: 0.3116 loss_bbox: 0.1947 loss_giou: 0.35 loss_ce_0: 0.5237 loss_bbox_0: 0.3255 loss_giou_0: 0.5271 loss_ce_1: 0.414 loss_bbox_1: 0.2205 loss_giou_1: 0.3895 loss_ce_2: 0.3545 loss_bbox_2: 0.2063 loss_giou_2: 0.3668 loss_ce_3: 0.3196 loss_bbox_3: 0.2044 loss_giou_3: 0.3607 loss_ce_4: 0.3086 loss_bbox_4: 0.1976 loss_giou_4: 0.3528 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:25] d2.utils.events INFO: eta: 23:16:53 iter: 151819 total_loss: 5.776 loss_ce: 0.2958 loss_bbox: 0.2024 loss_giou: 0.3353 loss_ce_0: 0.504 loss_bbox_0: 0.3088 loss_giou_0: 0.5031 loss_ce_1: 0.4084 loss_bbox_1: 0.2349 loss_giou_1: 0.3879 loss_ce_2: 0.3493 loss_bbox_2: 0.2099 loss_giou_2: 0.3534 loss_ce_3: 0.3173 loss_bbox_3: 0.2015 loss_giou_3: 0.3436 loss_ce_4: 0.3068 loss_bbox_4: 0.197 loss_giou_4: 0.3409 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:31] d2.utils.events INFO: eta: 23:16:34 iter: 151839 total_loss: 5.994 loss_ce: 0.3257 loss_bbox: 0.1865 loss_giou: 0.3645 loss_ce_0: 0.5249 loss_bbox_0: 0.3151 loss_giou_0: 0.5584 loss_ce_1: 0.4067 loss_bbox_1: 0.2247 loss_giou_1: 0.4026 loss_ce_2: 0.3605 loss_bbox_2: 0.2009 loss_giou_2: 0.3783 loss_ce_3: 0.3354 loss_bbox_3: 0.1935 loss_giou_3: 0.3629 loss_ce_4: 0.3244 loss_bbox_4: 0.1869 loss_giou_4: 0.3659 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:36] d2.utils.events INFO: eta: 23:16:16 iter: 151859 total_loss: 6.144 loss_ce: 0.3204 loss_bbox: 0.1948 loss_giou: 0.3576 loss_ce_0: 0.5062 loss_bbox_0: 0.3326 loss_giou_0: 0.5507 loss_ce_1: 0.4078 loss_bbox_1: 0.2326 loss_giou_1: 0.4082 loss_ce_2: 0.3558 loss_bbox_2: 0.2115 loss_giou_2: 0.3784 loss_ce_3: 0.3286 loss_bbox_3: 0.2006 loss_giou_3: 0.3642 loss_ce_4: 0.3241 loss_bbox_4: 0.1979 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:42] d2.utils.events INFO: eta: 23:15:55 iter: 151879 total_loss: 5.981 loss_ce: 0.3222 loss_bbox: 0.1778 loss_giou: 0.3359 loss_ce_0: 0.5255 loss_bbox_0: 0.3156 loss_giou_0: 0.5588 loss_ce_1: 0.4141 loss_bbox_1: 0.2121 loss_giou_1: 0.3984 loss_ce_2: 0.3563 loss_bbox_2: 0.1976 loss_giou_2: 0.3594 loss_ce_3: 0.3291 loss_bbox_3: 0.1843 loss_giou_3: 0.3491 loss_ce_4: 0.3217 loss_bbox_4: 0.1779 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:48] d2.utils.events INFO: eta: 23:15:51 iter: 151899 total_loss: 5.868 loss_ce: 0.3042 loss_bbox: 0.1867 loss_giou: 0.3479 loss_ce_0: 0.4993 loss_bbox_0: 0.3272 loss_giou_0: 0.539 loss_ce_1: 0.3976 loss_bbox_1: 0.2209 loss_giou_1: 0.4136 loss_ce_2: 0.3401 loss_bbox_2: 0.2058 loss_giou_2: 0.3779 loss_ce_3: 0.3084 loss_bbox_3: 0.1949 loss_giou_3: 0.3579 loss_ce_4: 0.3005 loss_bbox_4: 0.1867 loss_giou_4: 0.3547 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:53] d2.utils.events INFO: eta: 23:15:30 iter: 151919 total_loss: 6.169 loss_ce: 0.3334 loss_bbox: 0.1883 loss_giou: 0.368 loss_ce_0: 0.4983 loss_bbox_0: 0.3299 loss_giou_0: 0.5801 loss_ce_1: 0.4138 loss_bbox_1: 0.2255 loss_giou_1: 0.4255 loss_ce_2: 0.3564 loss_bbox_2: 0.2012 loss_giou_2: 0.3861 loss_ce_3: 0.3297 loss_bbox_3: 0.1907 loss_giou_3: 0.3713 loss_ce_4: 0.3334 loss_bbox_4: 0.1931 loss_giou_4: 0.3717 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 01:35:59] d2.utils.events INFO: eta: 23:15:12 iter: 151939 total_loss: 5.923 loss_ce: 0.3234 loss_bbox: 0.1835 loss_giou: 0.3146 loss_ce_0: 0.5092 loss_bbox_0: 0.3274 loss_giou_0: 0.508 loss_ce_1: 0.4106 loss_bbox_1: 0.2205 loss_giou_1: 0.3693 loss_ce_2: 0.3508 loss_bbox_2: 0.2029 loss_giou_2: 0.3357 loss_ce_3: 0.3271 loss_bbox_3: 0.1933 loss_giou_3: 0.3238 loss_ce_4: 0.3239 loss_bbox_4: 0.1912 loss_giou_4: 0.3187 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:05] d2.utils.events INFO: eta: 23:15:10 iter: 151959 total_loss: 5.883 loss_ce: 0.3096 loss_bbox: 0.1888 loss_giou: 0.3453 loss_ce_0: 0.5116 loss_bbox_0: 0.3268 loss_giou_0: 0.5317 loss_ce_1: 0.4161 loss_bbox_1: 0.2226 loss_giou_1: 0.384 loss_ce_2: 0.3544 loss_bbox_2: 0.1974 loss_giou_2: 0.3668 loss_ce_3: 0.321 loss_bbox_3: 0.1922 loss_giou_3: 0.351 loss_ce_4: 0.3075 loss_bbox_4: 0.1886 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:10] d2.utils.events INFO: eta: 23:15:05 iter: 151979 total_loss: 6.028 loss_ce: 0.3321 loss_bbox: 0.1995 loss_giou: 0.365 loss_ce_0: 0.5347 loss_bbox_0: 0.3259 loss_giou_0: 0.5557 loss_ce_1: 0.4375 loss_bbox_1: 0.2279 loss_giou_1: 0.4165 loss_ce_2: 0.3785 loss_bbox_2: 0.207 loss_giou_2: 0.3813 loss_ce_3: 0.3437 loss_bbox_3: 0.2018 loss_giou_3: 0.3727 loss_ce_4: 0.3267 loss_bbox_4: 0.2015 loss_giou_4: 0.3637 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:16] d2.utils.events INFO: eta: 23:15:04 iter: 151999 total_loss: 5.742 loss_ce: 0.3048 loss_bbox: 0.1846 loss_giou: 0.3355 loss_ce_0: 0.5052 loss_bbox_0: 0.3197 loss_giou_0: 0.5318 loss_ce_1: 0.4135 loss_bbox_1: 0.2188 loss_giou_1: 0.3976 loss_ce_2: 0.3529 loss_bbox_2: 0.1934 loss_giou_2: 0.3547 loss_ce_3: 0.3196 loss_bbox_3: 0.1838 loss_giou_3: 0.3376 loss_ce_4: 0.3067 loss_bbox_4: 0.1818 loss_giou_4: 0.3344 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:22] d2.utils.events INFO: eta: 23:14:53 iter: 152019 total_loss: 5.724 loss_ce: 0.3044 loss_bbox: 0.2014 loss_giou: 0.3425 loss_ce_0: 0.4997 loss_bbox_0: 0.3272 loss_giou_0: 0.511 loss_ce_1: 0.4005 loss_bbox_1: 0.2276 loss_giou_1: 0.3927 loss_ce_2: 0.3337 loss_bbox_2: 0.2148 loss_giou_2: 0.3604 loss_ce_3: 0.3066 loss_bbox_3: 0.2089 loss_giou_3: 0.3446 loss_ce_4: 0.305 loss_bbox_4: 0.2011 loss_giou_4: 0.3395 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:27] d2.utils.events INFO: eta: 23:14:48 iter: 152039 total_loss: 5.911 loss_ce: 0.2987 loss_bbox: 0.198 loss_giou: 0.3576 loss_ce_0: 0.5135 loss_bbox_0: 0.3191 loss_giou_0: 0.5273 loss_ce_1: 0.4042 loss_bbox_1: 0.2262 loss_giou_1: 0.4068 loss_ce_2: 0.3383 loss_bbox_2: 0.209 loss_giou_2: 0.3691 loss_ce_3: 0.3055 loss_bbox_3: 0.2031 loss_giou_3: 0.3639 loss_ce_4: 0.2941 loss_bbox_4: 0.1982 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:33] d2.utils.events INFO: eta: 23:14:47 iter: 152059 total_loss: 5.853 loss_ce: 0.3042 loss_bbox: 0.1829 loss_giou: 0.3514 loss_ce_0: 0.5288 loss_bbox_0: 0.3089 loss_giou_0: 0.5519 loss_ce_1: 0.3989 loss_bbox_1: 0.2099 loss_giou_1: 0.4137 loss_ce_2: 0.3408 loss_bbox_2: 0.195 loss_giou_2: 0.3754 loss_ce_3: 0.3244 loss_bbox_3: 0.1914 loss_giou_3: 0.3623 loss_ce_4: 0.3107 loss_bbox_4: 0.1851 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:39] d2.utils.events INFO: eta: 23:14:31 iter: 152079 total_loss: 6.127 loss_ce: 0.3369 loss_bbox: 0.1923 loss_giou: 0.3422 loss_ce_0: 0.52 loss_bbox_0: 0.3298 loss_giou_0: 0.5347 loss_ce_1: 0.4116 loss_bbox_1: 0.2286 loss_giou_1: 0.4071 loss_ce_2: 0.3586 loss_bbox_2: 0.2113 loss_giou_2: 0.3674 loss_ce_3: 0.338 loss_bbox_3: 0.1986 loss_giou_3: 0.3557 loss_ce_4: 0.3347 loss_bbox_4: 0.1983 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:45] d2.utils.events INFO: eta: 23:14:50 iter: 152099 total_loss: 5.814 loss_ce: 0.3043 loss_bbox: 0.1916 loss_giou: 0.3274 loss_ce_0: 0.5091 loss_bbox_0: 0.3309 loss_giou_0: 0.5279 loss_ce_1: 0.395 loss_bbox_1: 0.2201 loss_giou_1: 0.3818 loss_ce_2: 0.3441 loss_bbox_2: 0.2098 loss_giou_2: 0.3505 loss_ce_3: 0.3131 loss_bbox_3: 0.1967 loss_giou_3: 0.3385 loss_ce_4: 0.2995 loss_bbox_4: 0.1968 loss_giou_4: 0.3257 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:50] d2.utils.events INFO: eta: 23:14:21 iter: 152119 total_loss: 5.87 loss_ce: 0.3225 loss_bbox: 0.1968 loss_giou: 0.3297 loss_ce_0: 0.5147 loss_bbox_0: 0.3354 loss_giou_0: 0.5197 loss_ce_1: 0.4155 loss_bbox_1: 0.2175 loss_giou_1: 0.3814 loss_ce_2: 0.3571 loss_bbox_2: 0.2043 loss_giou_2: 0.3444 loss_ce_3: 0.3418 loss_bbox_3: 0.2022 loss_giou_3: 0.3312 loss_ce_4: 0.3316 loss_bbox_4: 0.1978 loss_giou_4: 0.3329 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 01:36:56] d2.utils.events INFO: eta: 23:14:10 iter: 152139 total_loss: 5.981 loss_ce: 0.309 loss_bbox: 0.1854 loss_giou: 0.3548 loss_ce_0: 0.5173 loss_bbox_0: 0.3216 loss_giou_0: 0.5583 loss_ce_1: 0.4181 loss_bbox_1: 0.2166 loss_giou_1: 0.4097 loss_ce_2: 0.3521 loss_bbox_2: 0.1941 loss_giou_2: 0.3681 loss_ce_3: 0.3288 loss_bbox_3: 0.1914 loss_giou_3: 0.3634 loss_ce_4: 0.3151 loss_bbox_4: 0.1853 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:02] d2.utils.events INFO: eta: 23:13:51 iter: 152159 total_loss: 5.923 loss_ce: 0.3157 loss_bbox: 0.2013 loss_giou: 0.3585 loss_ce_0: 0.5387 loss_bbox_0: 0.3183 loss_giou_0: 0.5466 loss_ce_1: 0.4156 loss_bbox_1: 0.2211 loss_giou_1: 0.4034 loss_ce_2: 0.3449 loss_bbox_2: 0.2094 loss_giou_2: 0.3778 loss_ce_3: 0.3242 loss_bbox_3: 0.2055 loss_giou_3: 0.3627 loss_ce_4: 0.3136 loss_bbox_4: 0.2003 loss_giou_4: 0.361 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:07] d2.utils.events INFO: eta: 23:14:03 iter: 152179 total_loss: 5.859 loss_ce: 0.3027 loss_bbox: 0.174 loss_giou: 0.3502 loss_ce_0: 0.5017 loss_bbox_0: 0.3084 loss_giou_0: 0.5283 loss_ce_1: 0.4001 loss_bbox_1: 0.2088 loss_giou_1: 0.4112 loss_ce_2: 0.3441 loss_bbox_2: 0.1916 loss_giou_2: 0.3746 loss_ce_3: 0.3126 loss_bbox_3: 0.1825 loss_giou_3: 0.3638 loss_ce_4: 0.304 loss_bbox_4: 0.1757 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:13] d2.utils.events INFO: eta: 23:13:53 iter: 152199 total_loss: 5.803 loss_ce: 0.3065 loss_bbox: 0.1929 loss_giou: 0.3449 loss_ce_0: 0.5057 loss_bbox_0: 0.3114 loss_giou_0: 0.5507 loss_ce_1: 0.4051 loss_bbox_1: 0.2251 loss_giou_1: 0.3931 loss_ce_2: 0.3422 loss_bbox_2: 0.2082 loss_giou_2: 0.3626 loss_ce_3: 0.3153 loss_bbox_3: 0.1966 loss_giou_3: 0.3522 loss_ce_4: 0.3022 loss_bbox_4: 0.1929 loss_giou_4: 0.3502 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:19] d2.utils.events INFO: eta: 23:13:52 iter: 152219 total_loss: 5.929 loss_ce: 0.3219 loss_bbox: 0.1808 loss_giou: 0.3397 loss_ce_0: 0.5057 loss_bbox_0: 0.3216 loss_giou_0: 0.5372 loss_ce_1: 0.4207 loss_bbox_1: 0.2088 loss_giou_1: 0.3934 loss_ce_2: 0.3514 loss_bbox_2: 0.195 loss_giou_2: 0.3573 loss_ce_3: 0.3253 loss_bbox_3: 0.19 loss_giou_3: 0.3515 loss_ce_4: 0.3188 loss_bbox_4: 0.1854 loss_giou_4: 0.3484 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:24] d2.utils.events INFO: eta: 23:14:21 iter: 152239 total_loss: 6.041 loss_ce: 0.3213 loss_bbox: 0.1956 loss_giou: 0.3652 loss_ce_0: 0.5297 loss_bbox_0: 0.3363 loss_giou_0: 0.5539 loss_ce_1: 0.4144 loss_bbox_1: 0.2355 loss_giou_1: 0.4243 loss_ce_2: 0.3493 loss_bbox_2: 0.2149 loss_giou_2: 0.3924 loss_ce_3: 0.3232 loss_bbox_3: 0.2011 loss_giou_3: 0.3778 loss_ce_4: 0.3257 loss_bbox_4: 0.1945 loss_giou_4: 0.3719 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:30] d2.utils.events INFO: eta: 23:14:15 iter: 152259 total_loss: 5.756 loss_ce: 0.3138 loss_bbox: 0.1872 loss_giou: 0.3288 loss_ce_0: 0.511 loss_bbox_0: 0.3326 loss_giou_0: 0.5195 loss_ce_1: 0.4044 loss_bbox_1: 0.2356 loss_giou_1: 0.3874 loss_ce_2: 0.359 loss_bbox_2: 0.2054 loss_giou_2: 0.349 loss_ce_3: 0.3246 loss_bbox_3: 0.1977 loss_giou_3: 0.3381 loss_ce_4: 0.3146 loss_bbox_4: 0.1918 loss_giou_4: 0.3381 time: 0.2802 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:36] d2.utils.events INFO: eta: 23:13:40 iter: 152279 total_loss: 5.771 loss_ce: 0.2992 loss_bbox: 0.1996 loss_giou: 0.3376 loss_ce_0: 0.5222 loss_bbox_0: 0.3252 loss_giou_0: 0.5165 loss_ce_1: 0.3973 loss_bbox_1: 0.2399 loss_giou_1: 0.3811 loss_ce_2: 0.3336 loss_bbox_2: 0.2155 loss_giou_2: 0.3542 loss_ce_3: 0.2975 loss_bbox_3: 0.2093 loss_giou_3: 0.3483 loss_ce_4: 0.2997 loss_bbox_4: 0.2051 loss_giou_4: 0.3409 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:41] d2.utils.events INFO: eta: 23:13:43 iter: 152299 total_loss: 5.912 loss_ce: 0.2915 loss_bbox: 0.1995 loss_giou: 0.3586 loss_ce_0: 0.4976 loss_bbox_0: 0.3315 loss_giou_0: 0.5199 loss_ce_1: 0.4022 loss_bbox_1: 0.2349 loss_giou_1: 0.3958 loss_ce_2: 0.3309 loss_bbox_2: 0.2073 loss_giou_2: 0.3705 loss_ce_3: 0.3009 loss_bbox_3: 0.2031 loss_giou_3: 0.3632 loss_ce_4: 0.2958 loss_bbox_4: 0.1975 loss_giou_4: 0.3614 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:47] d2.utils.events INFO: eta: 23:13:48 iter: 152319 total_loss: 5.803 loss_ce: 0.2974 loss_bbox: 0.1899 loss_giou: 0.3302 loss_ce_0: 0.509 loss_bbox_0: 0.3328 loss_giou_0: 0.518 loss_ce_1: 0.4081 loss_bbox_1: 0.2302 loss_giou_1: 0.3845 loss_ce_2: 0.3467 loss_bbox_2: 0.2093 loss_giou_2: 0.3471 loss_ce_3: 0.3137 loss_bbox_3: 0.1978 loss_giou_3: 0.3408 loss_ce_4: 0.304 loss_bbox_4: 0.1925 loss_giou_4: 0.3335 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:53] d2.utils.events INFO: eta: 23:13:42 iter: 152339 total_loss: 5.901 loss_ce: 0.3039 loss_bbox: 0.1857 loss_giou: 0.359 loss_ce_0: 0.5182 loss_bbox_0: 0.3079 loss_giou_0: 0.5361 loss_ce_1: 0.4066 loss_bbox_1: 0.214 loss_giou_1: 0.4038 loss_ce_2: 0.3481 loss_bbox_2: 0.1952 loss_giou_2: 0.3804 loss_ce_3: 0.3192 loss_bbox_3: 0.1918 loss_giou_3: 0.3721 loss_ce_4: 0.3036 loss_bbox_4: 0.1877 loss_giou_4: 0.3612 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:37:58] d2.utils.events INFO: eta: 23:13:47 iter: 152359 total_loss: 5.972 loss_ce: 0.3087 loss_bbox: 0.1905 loss_giou: 0.3607 loss_ce_0: 0.519 loss_bbox_0: 0.3274 loss_giou_0: 0.5586 loss_ce_1: 0.4175 loss_bbox_1: 0.2278 loss_giou_1: 0.4218 loss_ce_2: 0.3534 loss_bbox_2: 0.2038 loss_giou_2: 0.3897 loss_ce_3: 0.3191 loss_bbox_3: 0.1945 loss_giou_3: 0.3797 loss_ce_4: 0.3111 loss_bbox_4: 0.1919 loss_giou_4: 0.3705 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:04] d2.utils.events INFO: eta: 23:13:08 iter: 152379 total_loss: 5.721 loss_ce: 0.296 loss_bbox: 0.1938 loss_giou: 0.3428 loss_ce_0: 0.4977 loss_bbox_0: 0.3215 loss_giou_0: 0.5052 loss_ce_1: 0.4016 loss_bbox_1: 0.228 loss_giou_1: 0.3918 loss_ce_2: 0.3452 loss_bbox_2: 0.2123 loss_giou_2: 0.3559 loss_ce_3: 0.3086 loss_bbox_3: 0.1994 loss_giou_3: 0.3467 loss_ce_4: 0.2924 loss_bbox_4: 0.196 loss_giou_4: 0.3429 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:10] d2.utils.events INFO: eta: 23:13:15 iter: 152399 total_loss: 5.856 loss_ce: 0.3116 loss_bbox: 0.1914 loss_giou: 0.343 loss_ce_0: 0.5161 loss_bbox_0: 0.328 loss_giou_0: 0.5232 loss_ce_1: 0.4117 loss_bbox_1: 0.2181 loss_giou_1: 0.3921 loss_ce_2: 0.3633 loss_bbox_2: 0.2002 loss_giou_2: 0.356 loss_ce_3: 0.323 loss_bbox_3: 0.1974 loss_giou_3: 0.3523 loss_ce_4: 0.3143 loss_bbox_4: 0.1939 loss_giou_4: 0.3425 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:16] d2.utils.events INFO: eta: 23:13:06 iter: 152419 total_loss: 5.978 loss_ce: 0.3271 loss_bbox: 0.1946 loss_giou: 0.3522 loss_ce_0: 0.5281 loss_bbox_0: 0.3326 loss_giou_0: 0.5357 loss_ce_1: 0.4056 loss_bbox_1: 0.2346 loss_giou_1: 0.4038 loss_ce_2: 0.3637 loss_bbox_2: 0.2104 loss_giou_2: 0.3697 loss_ce_3: 0.3334 loss_bbox_3: 0.1991 loss_giou_3: 0.3618 loss_ce_4: 0.3347 loss_bbox_4: 0.1934 loss_giou_4: 0.3561 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:21] d2.utils.events INFO: eta: 23:13:00 iter: 152439 total_loss: 5.789 loss_ce: 0.316 loss_bbox: 0.1922 loss_giou: 0.331 loss_ce_0: 0.5015 loss_bbox_0: 0.3269 loss_giou_0: 0.5167 loss_ce_1: 0.4031 loss_bbox_1: 0.2232 loss_giou_1: 0.383 loss_ce_2: 0.344 loss_bbox_2: 0.2057 loss_giou_2: 0.3504 loss_ce_3: 0.3176 loss_bbox_3: 0.2001 loss_giou_3: 0.3371 loss_ce_4: 0.3088 loss_bbox_4: 0.1968 loss_giou_4: 0.332 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:27] d2.utils.events INFO: eta: 23:13:17 iter: 152459 total_loss: 5.726 loss_ce: 0.2927 loss_bbox: 0.1894 loss_giou: 0.3306 loss_ce_0: 0.4966 loss_bbox_0: 0.3123 loss_giou_0: 0.5221 loss_ce_1: 0.3949 loss_bbox_1: 0.2185 loss_giou_1: 0.3817 loss_ce_2: 0.3299 loss_bbox_2: 0.1948 loss_giou_2: 0.3544 loss_ce_3: 0.304 loss_bbox_3: 0.1891 loss_giou_3: 0.3399 loss_ce_4: 0.2952 loss_bbox_4: 0.1888 loss_giou_4: 0.3336 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:33] d2.utils.events INFO: eta: 23:13:11 iter: 152479 total_loss: 5.802 loss_ce: 0.2889 loss_bbox: 0.1958 loss_giou: 0.3271 loss_ce_0: 0.5065 loss_bbox_0: 0.317 loss_giou_0: 0.4978 loss_ce_1: 0.4064 loss_bbox_1: 0.2158 loss_giou_1: 0.3672 loss_ce_2: 0.3304 loss_bbox_2: 0.2018 loss_giou_2: 0.3356 loss_ce_3: 0.3013 loss_bbox_3: 0.2017 loss_giou_3: 0.3298 loss_ce_4: 0.2908 loss_bbox_4: 0.1965 loss_giou_4: 0.3254 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:39] d2.utils.events INFO: eta: 23:13:42 iter: 152499 total_loss: 6.049 loss_ce: 0.3357 loss_bbox: 0.1807 loss_giou: 0.359 loss_ce_0: 0.517 loss_bbox_0: 0.3163 loss_giou_0: 0.5545 loss_ce_1: 0.4224 loss_bbox_1: 0.2172 loss_giou_1: 0.413 loss_ce_2: 0.3636 loss_bbox_2: 0.1971 loss_giou_2: 0.3842 loss_ce_3: 0.338 loss_bbox_3: 0.1868 loss_giou_3: 0.3684 loss_ce_4: 0.3281 loss_bbox_4: 0.188 loss_giou_4: 0.3588 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:44] d2.utils.events INFO: eta: 23:13:40 iter: 152519 total_loss: 5.626 loss_ce: 0.2947 loss_bbox: 0.1832 loss_giou: 0.3375 loss_ce_0: 0.5148 loss_bbox_0: 0.3185 loss_giou_0: 0.5224 loss_ce_1: 0.3969 loss_bbox_1: 0.2203 loss_giou_1: 0.3865 loss_ce_2: 0.3269 loss_bbox_2: 0.1985 loss_giou_2: 0.3514 loss_ce_3: 0.3057 loss_bbox_3: 0.1931 loss_giou_3: 0.3445 loss_ce_4: 0.2973 loss_bbox_4: 0.1881 loss_giou_4: 0.3381 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:50] d2.utils.events INFO: eta: 23:13:58 iter: 152539 total_loss: 5.959 loss_ce: 0.3023 loss_bbox: 0.1839 loss_giou: 0.3451 loss_ce_0: 0.5263 loss_bbox_0: 0.3167 loss_giou_0: 0.5464 loss_ce_1: 0.4203 loss_bbox_1: 0.2171 loss_giou_1: 0.4029 loss_ce_2: 0.3409 loss_bbox_2: 0.2012 loss_giou_2: 0.377 loss_ce_3: 0.3141 loss_bbox_3: 0.1876 loss_giou_3: 0.3594 loss_ce_4: 0.3024 loss_bbox_4: 0.182 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 01:38:56] d2.utils.events INFO: eta: 23:14:05 iter: 152559 total_loss: 5.956 loss_ce: 0.3027 loss_bbox: 0.2013 loss_giou: 0.3487 loss_ce_0: 0.525 loss_bbox_0: 0.334 loss_giou_0: 0.527 loss_ce_1: 0.4109 loss_bbox_1: 0.2337 loss_giou_1: 0.3924 loss_ce_2: 0.3509 loss_bbox_2: 0.2138 loss_giou_2: 0.363 loss_ce_3: 0.3175 loss_bbox_3: 0.211 loss_giou_3: 0.353 loss_ce_4: 0.3106 loss_bbox_4: 0.2041 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:01] d2.utils.events INFO: eta: 23:14:50 iter: 152579 total_loss: 6.122 loss_ce: 0.3286 loss_bbox: 0.2047 loss_giou: 0.3604 loss_ce_0: 0.5173 loss_bbox_0: 0.3427 loss_giou_0: 0.5376 loss_ce_1: 0.4223 loss_bbox_1: 0.2447 loss_giou_1: 0.4114 loss_ce_2: 0.3697 loss_bbox_2: 0.222 loss_giou_2: 0.3814 loss_ce_3: 0.3425 loss_bbox_3: 0.2145 loss_giou_3: 0.3654 loss_ce_4: 0.3267 loss_bbox_4: 0.2099 loss_giou_4: 0.3595 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:07] d2.utils.events INFO: eta: 23:14:11 iter: 152599 total_loss: 5.838 loss_ce: 0.3197 loss_bbox: 0.187 loss_giou: 0.3522 loss_ce_0: 0.5185 loss_bbox_0: 0.318 loss_giou_0: 0.5373 loss_ce_1: 0.4162 loss_bbox_1: 0.2172 loss_giou_1: 0.403 loss_ce_2: 0.3585 loss_bbox_2: 0.2047 loss_giou_2: 0.3692 loss_ce_3: 0.3315 loss_bbox_3: 0.1937 loss_giou_3: 0.356 loss_ce_4: 0.3206 loss_bbox_4: 0.1893 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:13] d2.utils.events INFO: eta: 23:13:36 iter: 152619 total_loss: 5.866 loss_ce: 0.3143 loss_bbox: 0.2048 loss_giou: 0.3483 loss_ce_0: 0.5077 loss_bbox_0: 0.3295 loss_giou_0: 0.5172 loss_ce_1: 0.41 loss_bbox_1: 0.2397 loss_giou_1: 0.3916 loss_ce_2: 0.3556 loss_bbox_2: 0.2111 loss_giou_2: 0.3631 loss_ce_3: 0.3181 loss_bbox_3: 0.2062 loss_giou_3: 0.3497 loss_ce_4: 0.3112 loss_bbox_4: 0.1997 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:19] d2.utils.events INFO: eta: 23:13:51 iter: 152639 total_loss: 5.776 loss_ce: 0.3102 loss_bbox: 0.1911 loss_giou: 0.3409 loss_ce_0: 0.5094 loss_bbox_0: 0.3264 loss_giou_0: 0.5244 loss_ce_1: 0.4094 loss_bbox_1: 0.2328 loss_giou_1: 0.3917 loss_ce_2: 0.339 loss_bbox_2: 0.2132 loss_giou_2: 0.3563 loss_ce_3: 0.3136 loss_bbox_3: 0.2041 loss_giou_3: 0.3475 loss_ce_4: 0.3081 loss_bbox_4: 0.1952 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:24] d2.utils.events INFO: eta: 23:13:49 iter: 152659 total_loss: 5.855 loss_ce: 0.2983 loss_bbox: 0.1818 loss_giou: 0.3386 loss_ce_0: 0.5216 loss_bbox_0: 0.3107 loss_giou_0: 0.511 loss_ce_1: 0.4087 loss_bbox_1: 0.2147 loss_giou_1: 0.3888 loss_ce_2: 0.3367 loss_bbox_2: 0.1934 loss_giou_2: 0.3546 loss_ce_3: 0.3125 loss_bbox_3: 0.1877 loss_giou_3: 0.3508 loss_ce_4: 0.301 loss_bbox_4: 0.1835 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:30] d2.utils.events INFO: eta: 23:14:07 iter: 152679 total_loss: 6.193 loss_ce: 0.3299 loss_bbox: 0.1979 loss_giou: 0.3698 loss_ce_0: 0.5267 loss_bbox_0: 0.3335 loss_giou_0: 0.5429 loss_ce_1: 0.432 loss_bbox_1: 0.2318 loss_giou_1: 0.4145 loss_ce_2: 0.3634 loss_bbox_2: 0.2081 loss_giou_2: 0.3916 loss_ce_3: 0.3336 loss_bbox_3: 0.2084 loss_giou_3: 0.378 loss_ce_4: 0.3336 loss_bbox_4: 0.1999 loss_giou_4: 0.3702 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:36] d2.utils.events INFO: eta: 23:13:50 iter: 152699 total_loss: 5.757 loss_ce: 0.3188 loss_bbox: 0.2081 loss_giou: 0.3149 loss_ce_0: 0.5192 loss_bbox_0: 0.3374 loss_giou_0: 0.495 loss_ce_1: 0.4148 loss_bbox_1: 0.2388 loss_giou_1: 0.3638 loss_ce_2: 0.3551 loss_bbox_2: 0.2225 loss_giou_2: 0.3342 loss_ce_3: 0.3289 loss_bbox_3: 0.2145 loss_giou_3: 0.3284 loss_ce_4: 0.3164 loss_bbox_4: 0.2107 loss_giou_4: 0.3186 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:41] d2.utils.events INFO: eta: 23:14:02 iter: 152719 total_loss: 5.813 loss_ce: 0.3082 loss_bbox: 0.1903 loss_giou: 0.3313 loss_ce_0: 0.506 loss_bbox_0: 0.3367 loss_giou_0: 0.5059 loss_ce_1: 0.4079 loss_bbox_1: 0.224 loss_giou_1: 0.3745 loss_ce_2: 0.3471 loss_bbox_2: 0.2078 loss_giou_2: 0.3493 loss_ce_3: 0.3209 loss_bbox_3: 0.1919 loss_giou_3: 0.332 loss_ce_4: 0.311 loss_bbox_4: 0.1904 loss_giou_4: 0.3299 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:47] d2.utils.events INFO: eta: 23:13:23 iter: 152739 total_loss: 6.173 loss_ce: 0.3528 loss_bbox: 0.1974 loss_giou: 0.3583 loss_ce_0: 0.5445 loss_bbox_0: 0.3336 loss_giou_0: 0.5393 loss_ce_1: 0.4366 loss_bbox_1: 0.2356 loss_giou_1: 0.3972 loss_ce_2: 0.3874 loss_bbox_2: 0.2126 loss_giou_2: 0.3722 loss_ce_3: 0.3592 loss_bbox_3: 0.2043 loss_giou_3: 0.3657 loss_ce_4: 0.358 loss_bbox_4: 0.2014 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:53] d2.utils.events INFO: eta: 23:13:17 iter: 152759 total_loss: 5.956 loss_ce: 0.3091 loss_bbox: 0.1805 loss_giou: 0.3524 loss_ce_0: 0.5136 loss_bbox_0: 0.3252 loss_giou_0: 0.5383 loss_ce_1: 0.4112 loss_bbox_1: 0.2155 loss_giou_1: 0.4004 loss_ce_2: 0.3538 loss_bbox_2: 0.1987 loss_giou_2: 0.3678 loss_ce_3: 0.3228 loss_bbox_3: 0.1876 loss_giou_3: 0.3609 loss_ce_4: 0.3075 loss_bbox_4: 0.1834 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:39:58] d2.utils.events INFO: eta: 23:13:08 iter: 152779 total_loss: 5.645 loss_ce: 0.3142 loss_bbox: 0.1842 loss_giou: 0.3247 loss_ce_0: 0.5129 loss_bbox_0: 0.3113 loss_giou_0: 0.5155 loss_ce_1: 0.4068 loss_bbox_1: 0.2168 loss_giou_1: 0.3752 loss_ce_2: 0.3492 loss_bbox_2: 0.1958 loss_giou_2: 0.3504 loss_ce_3: 0.3192 loss_bbox_3: 0.1901 loss_giou_3: 0.3423 loss_ce_4: 0.3189 loss_bbox_4: 0.1866 loss_giou_4: 0.333 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:04] d2.utils.events INFO: eta: 23:13:06 iter: 152799 total_loss: 6.082 loss_ce: 0.3321 loss_bbox: 0.183 loss_giou: 0.3487 loss_ce_0: 0.5423 loss_bbox_0: 0.3236 loss_giou_0: 0.546 loss_ce_1: 0.4429 loss_bbox_1: 0.2236 loss_giou_1: 0.4036 loss_ce_2: 0.3752 loss_bbox_2: 0.1987 loss_giou_2: 0.367 loss_ce_3: 0.3401 loss_bbox_3: 0.1943 loss_giou_3: 0.3601 loss_ce_4: 0.3284 loss_bbox_4: 0.1861 loss_giou_4: 0.3513 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:10] d2.utils.events INFO: eta: 23:12:44 iter: 152819 total_loss: 6.042 loss_ce: 0.3175 loss_bbox: 0.1833 loss_giou: 0.3587 loss_ce_0: 0.5337 loss_bbox_0: 0.3144 loss_giou_0: 0.551 loss_ce_1: 0.4219 loss_bbox_1: 0.2068 loss_giou_1: 0.4056 loss_ce_2: 0.3593 loss_bbox_2: 0.1986 loss_giou_2: 0.3709 loss_ce_3: 0.332 loss_bbox_3: 0.1917 loss_giou_3: 0.3717 loss_ce_4: 0.3186 loss_bbox_4: 0.1868 loss_giou_4: 0.3592 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:15] d2.utils.events INFO: eta: 23:12:40 iter: 152839 total_loss: 6.188 loss_ce: 0.3391 loss_bbox: 0.1996 loss_giou: 0.3499 loss_ce_0: 0.5635 loss_bbox_0: 0.3249 loss_giou_0: 0.5455 loss_ce_1: 0.4624 loss_bbox_1: 0.2348 loss_giou_1: 0.3924 loss_ce_2: 0.379 loss_bbox_2: 0.2171 loss_giou_2: 0.3672 loss_ce_3: 0.3476 loss_bbox_3: 0.2064 loss_giou_3: 0.3561 loss_ce_4: 0.34 loss_bbox_4: 0.2035 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:21] d2.utils.events INFO: eta: 23:13:02 iter: 152859 total_loss: 6.274 loss_ce: 0.3448 loss_bbox: 0.2088 loss_giou: 0.3646 loss_ce_0: 0.5425 loss_bbox_0: 0.3396 loss_giou_0: 0.5406 loss_ce_1: 0.4448 loss_bbox_1: 0.2393 loss_giou_1: 0.4035 loss_ce_2: 0.3799 loss_bbox_2: 0.2233 loss_giou_2: 0.3742 loss_ce_3: 0.3555 loss_bbox_3: 0.2146 loss_giou_3: 0.3726 loss_ce_4: 0.3486 loss_bbox_4: 0.2098 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:27] d2.utils.events INFO: eta: 23:13:25 iter: 152879 total_loss: 5.556 loss_ce: 0.2699 loss_bbox: 0.16 loss_giou: 0.3153 loss_ce_0: 0.495 loss_bbox_0: 0.302 loss_giou_0: 0.4904 loss_ce_1: 0.3735 loss_bbox_1: 0.2055 loss_giou_1: 0.3629 loss_ce_2: 0.3058 loss_bbox_2: 0.1831 loss_giou_2: 0.3377 loss_ce_3: 0.2891 loss_bbox_3: 0.1739 loss_giou_3: 0.323 loss_ce_4: 0.2689 loss_bbox_4: 0.1646 loss_giou_4: 0.3174 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:32] d2.utils.events INFO: eta: 23:12:50 iter: 152899 total_loss: 6.144 loss_ce: 0.3332 loss_bbox: 0.185 loss_giou: 0.3424 loss_ce_0: 0.5228 loss_bbox_0: 0.3132 loss_giou_0: 0.5512 loss_ce_1: 0.4197 loss_bbox_1: 0.2201 loss_giou_1: 0.4012 loss_ce_2: 0.3586 loss_bbox_2: 0.1966 loss_giou_2: 0.3651 loss_ce_3: 0.3473 loss_bbox_3: 0.1925 loss_giou_3: 0.3536 loss_ce_4: 0.3322 loss_bbox_4: 0.19 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:38] d2.utils.events INFO: eta: 23:13:06 iter: 152919 total_loss: 6.215 loss_ce: 0.3318 loss_bbox: 0.1979 loss_giou: 0.3616 loss_ce_0: 0.5371 loss_bbox_0: 0.3272 loss_giou_0: 0.5196 loss_ce_1: 0.4262 loss_bbox_1: 0.2339 loss_giou_1: 0.421 loss_ce_2: 0.3735 loss_bbox_2: 0.2157 loss_giou_2: 0.3875 loss_ce_3: 0.3526 loss_bbox_3: 0.204 loss_giou_3: 0.3809 loss_ce_4: 0.3431 loss_bbox_4: 0.2017 loss_giou_4: 0.3682 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:44] d2.utils.events INFO: eta: 23:13:15 iter: 152939 total_loss: 6.013 loss_ce: 0.3235 loss_bbox: 0.2011 loss_giou: 0.3429 loss_ce_0: 0.5136 loss_bbox_0: 0.3265 loss_giou_0: 0.5118 loss_ce_1: 0.4134 loss_bbox_1: 0.2372 loss_giou_1: 0.3885 loss_ce_2: 0.3507 loss_bbox_2: 0.2093 loss_giou_2: 0.3617 loss_ce_3: 0.3401 loss_bbox_3: 0.2049 loss_giou_3: 0.3464 loss_ce_4: 0.3161 loss_bbox_4: 0.2052 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:49] d2.utils.events INFO: eta: 23:13:13 iter: 152959 total_loss: 6.06 loss_ce: 0.3266 loss_bbox: 0.1867 loss_giou: 0.349 loss_ce_0: 0.5359 loss_bbox_0: 0.3187 loss_giou_0: 0.5633 loss_ce_1: 0.4252 loss_bbox_1: 0.222 loss_giou_1: 0.393 loss_ce_2: 0.3695 loss_bbox_2: 0.1983 loss_giou_2: 0.3674 loss_ce_3: 0.3394 loss_bbox_3: 0.1857 loss_giou_3: 0.3541 loss_ce_4: 0.327 loss_bbox_4: 0.1851 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 01:40:55] d2.utils.events INFO: eta: 23:13:27 iter: 152979 total_loss: 5.41 loss_ce: 0.2817 loss_bbox: 0.1822 loss_giou: 0.3175 loss_ce_0: 0.5012 loss_bbox_0: 0.3091 loss_giou_0: 0.4904 loss_ce_1: 0.3862 loss_bbox_1: 0.2225 loss_giou_1: 0.3688 loss_ce_2: 0.3115 loss_bbox_2: 0.1958 loss_giou_2: 0.34 loss_ce_3: 0.2918 loss_bbox_3: 0.1939 loss_giou_3: 0.3277 loss_ce_4: 0.2915 loss_bbox_4: 0.187 loss_giou_4: 0.3212 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:01] d2.utils.events INFO: eta: 23:12:44 iter: 152999 total_loss: 6.014 loss_ce: 0.3394 loss_bbox: 0.206 loss_giou: 0.3412 loss_ce_0: 0.5351 loss_bbox_0: 0.3317 loss_giou_0: 0.5396 loss_ce_1: 0.4427 loss_bbox_1: 0.2305 loss_giou_1: 0.4078 loss_ce_2: 0.3694 loss_bbox_2: 0.2099 loss_giou_2: 0.3778 loss_ce_3: 0.3209 loss_bbox_3: 0.2064 loss_giou_3: 0.3487 loss_ce_4: 0.3337 loss_bbox_4: 0.2104 loss_giou_4: 0.3424 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:07] d2.utils.events INFO: eta: 23:12:31 iter: 153019 total_loss: 6.184 loss_ce: 0.344 loss_bbox: 0.1885 loss_giou: 0.3571 loss_ce_0: 0.5494 loss_bbox_0: 0.337 loss_giou_0: 0.5358 loss_ce_1: 0.4363 loss_bbox_1: 0.2397 loss_giou_1: 0.4059 loss_ce_2: 0.3789 loss_bbox_2: 0.2075 loss_giou_2: 0.3723 loss_ce_3: 0.3456 loss_bbox_3: 0.201 loss_giou_3: 0.3638 loss_ce_4: 0.3377 loss_bbox_4: 0.1955 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:12] d2.utils.events INFO: eta: 23:11:49 iter: 153039 total_loss: 5.816 loss_ce: 0.3138 loss_bbox: 0.1825 loss_giou: 0.3309 loss_ce_0: 0.5268 loss_bbox_0: 0.3259 loss_giou_0: 0.5182 loss_ce_1: 0.4179 loss_bbox_1: 0.2238 loss_giou_1: 0.38 loss_ce_2: 0.3529 loss_bbox_2: 0.2103 loss_giou_2: 0.3534 loss_ce_3: 0.3236 loss_bbox_3: 0.1931 loss_giou_3: 0.3475 loss_ce_4: 0.3111 loss_bbox_4: 0.1879 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:18] d2.utils.events INFO: eta: 23:11:36 iter: 153059 total_loss: 5.939 loss_ce: 0.3034 loss_bbox: 0.1873 loss_giou: 0.353 loss_ce_0: 0.5222 loss_bbox_0: 0.3181 loss_giou_0: 0.5546 loss_ce_1: 0.4032 loss_bbox_1: 0.2278 loss_giou_1: 0.3959 loss_ce_2: 0.3432 loss_bbox_2: 0.2063 loss_giou_2: 0.3715 loss_ce_3: 0.3199 loss_bbox_3: 0.198 loss_giou_3: 0.3643 loss_ce_4: 0.3061 loss_bbox_4: 0.1928 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:24] d2.utils.events INFO: eta: 23:11:13 iter: 153079 total_loss: 6.142 loss_ce: 0.3164 loss_bbox: 0.2052 loss_giou: 0.3616 loss_ce_0: 0.5193 loss_bbox_0: 0.3352 loss_giou_0: 0.5241 loss_ce_1: 0.4314 loss_bbox_1: 0.2443 loss_giou_1: 0.4157 loss_ce_2: 0.3629 loss_bbox_2: 0.2134 loss_giou_2: 0.3851 loss_ce_3: 0.3257 loss_bbox_3: 0.2087 loss_giou_3: 0.3708 loss_ce_4: 0.3248 loss_bbox_4: 0.2061 loss_giou_4: 0.364 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:29] d2.utils.events INFO: eta: 23:10:54 iter: 153099 total_loss: 5.969 loss_ce: 0.3068 loss_bbox: 0.1919 loss_giou: 0.3522 loss_ce_0: 0.5232 loss_bbox_0: 0.3357 loss_giou_0: 0.5439 loss_ce_1: 0.4165 loss_bbox_1: 0.2197 loss_giou_1: 0.4023 loss_ce_2: 0.3505 loss_bbox_2: 0.2062 loss_giou_2: 0.3676 loss_ce_3: 0.3208 loss_bbox_3: 0.1928 loss_giou_3: 0.362 loss_ce_4: 0.311 loss_bbox_4: 0.1948 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:35] d2.utils.events INFO: eta: 23:10:57 iter: 153119 total_loss: 5.951 loss_ce: 0.3059 loss_bbox: 0.204 loss_giou: 0.3411 loss_ce_0: 0.511 loss_bbox_0: 0.3221 loss_giou_0: 0.5174 loss_ce_1: 0.4065 loss_bbox_1: 0.2308 loss_giou_1: 0.4003 loss_ce_2: 0.3466 loss_bbox_2: 0.2169 loss_giou_2: 0.3617 loss_ce_3: 0.3184 loss_bbox_3: 0.1983 loss_giou_3: 0.3469 loss_ce_4: 0.3085 loss_bbox_4: 0.2054 loss_giou_4: 0.3432 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:41] d2.utils.events INFO: eta: 23:10:51 iter: 153139 total_loss: 5.958 loss_ce: 0.302 loss_bbox: 0.2116 loss_giou: 0.342 loss_ce_0: 0.4919 loss_bbox_0: 0.3396 loss_giou_0: 0.5039 loss_ce_1: 0.3942 loss_bbox_1: 0.238 loss_giou_1: 0.3896 loss_ce_2: 0.3544 loss_bbox_2: 0.2276 loss_giou_2: 0.3601 loss_ce_3: 0.3185 loss_bbox_3: 0.2188 loss_giou_3: 0.3476 loss_ce_4: 0.3005 loss_bbox_4: 0.2155 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:47] d2.utils.events INFO: eta: 23:11:04 iter: 153159 total_loss: 5.639 loss_ce: 0.2954 loss_bbox: 0.1821 loss_giou: 0.3235 loss_ce_0: 0.4894 loss_bbox_0: 0.3071 loss_giou_0: 0.5144 loss_ce_1: 0.3882 loss_bbox_1: 0.2169 loss_giou_1: 0.3769 loss_ce_2: 0.329 loss_bbox_2: 0.1952 loss_giou_2: 0.3451 loss_ce_3: 0.3011 loss_bbox_3: 0.1892 loss_giou_3: 0.3388 loss_ce_4: 0.3013 loss_bbox_4: 0.1837 loss_giou_4: 0.3246 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:52] d2.utils.events INFO: eta: 23:11:10 iter: 153179 total_loss: 5.823 loss_ce: 0.3048 loss_bbox: 0.1828 loss_giou: 0.3408 loss_ce_0: 0.5115 loss_bbox_0: 0.3131 loss_giou_0: 0.5326 loss_ce_1: 0.4008 loss_bbox_1: 0.2231 loss_giou_1: 0.3941 loss_ce_2: 0.3441 loss_bbox_2: 0.1957 loss_giou_2: 0.3649 loss_ce_3: 0.3171 loss_bbox_3: 0.1902 loss_giou_3: 0.3538 loss_ce_4: 0.313 loss_bbox_4: 0.1849 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:41:58] d2.utils.events INFO: eta: 23:11:50 iter: 153199 total_loss: 6.091 loss_ce: 0.3035 loss_bbox: 0.2097 loss_giou: 0.3596 loss_ce_0: 0.5217 loss_bbox_0: 0.3454 loss_giou_0: 0.5651 loss_ce_1: 0.4141 loss_bbox_1: 0.2361 loss_giou_1: 0.4104 loss_ce_2: 0.3484 loss_bbox_2: 0.2152 loss_giou_2: 0.3801 loss_ce_3: 0.3129 loss_bbox_3: 0.2149 loss_giou_3: 0.3713 loss_ce_4: 0.3083 loss_bbox_4: 0.2095 loss_giou_4: 0.3631 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:04] d2.utils.events INFO: eta: 23:11:35 iter: 153219 total_loss: 5.853 loss_ce: 0.298 loss_bbox: 0.1941 loss_giou: 0.3304 loss_ce_0: 0.5012 loss_bbox_0: 0.3223 loss_giou_0: 0.4996 loss_ce_1: 0.4048 loss_bbox_1: 0.2247 loss_giou_1: 0.3805 loss_ce_2: 0.3324 loss_bbox_2: 0.204 loss_giou_2: 0.3454 loss_ce_3: 0.3089 loss_bbox_3: 0.1959 loss_giou_3: 0.3388 loss_ce_4: 0.3048 loss_bbox_4: 0.1901 loss_giou_4: 0.3335 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:09] d2.utils.events INFO: eta: 23:10:37 iter: 153239 total_loss: 5.821 loss_ce: 0.3161 loss_bbox: 0.1872 loss_giou: 0.3426 loss_ce_0: 0.5155 loss_bbox_0: 0.3293 loss_giou_0: 0.5291 loss_ce_1: 0.4039 loss_bbox_1: 0.2198 loss_giou_1: 0.3907 loss_ce_2: 0.3471 loss_bbox_2: 0.1992 loss_giou_2: 0.3555 loss_ce_3: 0.3229 loss_bbox_3: 0.1943 loss_giou_3: 0.3433 loss_ce_4: 0.3202 loss_bbox_4: 0.1945 loss_giou_4: 0.3393 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:15] d2.utils.events INFO: eta: 23:10:12 iter: 153259 total_loss: 6.035 loss_ce: 0.3201 loss_bbox: 0.2043 loss_giou: 0.344 loss_ce_0: 0.5297 loss_bbox_0: 0.3313 loss_giou_0: 0.5193 loss_ce_1: 0.4204 loss_bbox_1: 0.2327 loss_giou_1: 0.3923 loss_ce_2: 0.3538 loss_bbox_2: 0.2139 loss_giou_2: 0.3519 loss_ce_3: 0.3245 loss_bbox_3: 0.2093 loss_giou_3: 0.3485 loss_ce_4: 0.3171 loss_bbox_4: 0.2044 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:21] d2.utils.events INFO: eta: 23:10:26 iter: 153279 total_loss: 5.713 loss_ce: 0.3164 loss_bbox: 0.1882 loss_giou: 0.3321 loss_ce_0: 0.4943 loss_bbox_0: 0.3221 loss_giou_0: 0.5388 loss_ce_1: 0.4054 loss_bbox_1: 0.2227 loss_giou_1: 0.3923 loss_ce_2: 0.3513 loss_bbox_2: 0.1978 loss_giou_2: 0.3545 loss_ce_3: 0.3225 loss_bbox_3: 0.193 loss_giou_3: 0.3453 loss_ce_4: 0.3127 loss_bbox_4: 0.1902 loss_giou_4: 0.3386 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:26] d2.utils.events INFO: eta: 23:10:15 iter: 153299 total_loss: 6.205 loss_ce: 0.3179 loss_bbox: 0.2034 loss_giou: 0.3478 loss_ce_0: 0.5352 loss_bbox_0: 0.3434 loss_giou_0: 0.5578 loss_ce_1: 0.4256 loss_bbox_1: 0.2394 loss_giou_1: 0.4094 loss_ce_2: 0.3678 loss_bbox_2: 0.2214 loss_giou_2: 0.3649 loss_ce_3: 0.3378 loss_bbox_3: 0.2024 loss_giou_3: 0.3583 loss_ce_4: 0.332 loss_bbox_4: 0.1994 loss_giou_4: 0.3533 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:32] d2.utils.events INFO: eta: 23:09:56 iter: 153319 total_loss: 5.981 loss_ce: 0.319 loss_bbox: 0.1957 loss_giou: 0.3483 loss_ce_0: 0.5241 loss_bbox_0: 0.3357 loss_giou_0: 0.535 loss_ce_1: 0.422 loss_bbox_1: 0.23 loss_giou_1: 0.4004 loss_ce_2: 0.3605 loss_bbox_2: 0.2129 loss_giou_2: 0.3703 loss_ce_3: 0.3271 loss_bbox_3: 0.2007 loss_giou_3: 0.3577 loss_ce_4: 0.3183 loss_bbox_4: 0.1989 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:38] d2.utils.events INFO: eta: 23:10:13 iter: 153339 total_loss: 6.11 loss_ce: 0.3382 loss_bbox: 0.1916 loss_giou: 0.3424 loss_ce_0: 0.5169 loss_bbox_0: 0.3256 loss_giou_0: 0.5215 loss_ce_1: 0.4225 loss_bbox_1: 0.2267 loss_giou_1: 0.3852 loss_ce_2: 0.3667 loss_bbox_2: 0.2052 loss_giou_2: 0.3598 loss_ce_3: 0.3517 loss_bbox_3: 0.1975 loss_giou_3: 0.3502 loss_ce_4: 0.3375 loss_bbox_4: 0.1965 loss_giou_4: 0.3443 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:44] d2.utils.events INFO: eta: 23:09:58 iter: 153359 total_loss: 5.544 loss_ce: 0.3189 loss_bbox: 0.1818 loss_giou: 0.3381 loss_ce_0: 0.5149 loss_bbox_0: 0.3244 loss_giou_0: 0.5291 loss_ce_1: 0.4049 loss_bbox_1: 0.2134 loss_giou_1: 0.3919 loss_ce_2: 0.3467 loss_bbox_2: 0.1914 loss_giou_2: 0.3594 loss_ce_3: 0.3222 loss_bbox_3: 0.1886 loss_giou_3: 0.3413 loss_ce_4: 0.3112 loss_bbox_4: 0.183 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:49] d2.utils.events INFO: eta: 23:09:58 iter: 153379 total_loss: 5.691 loss_ce: 0.2976 loss_bbox: 0.1831 loss_giou: 0.3274 loss_ce_0: 0.4869 loss_bbox_0: 0.3316 loss_giou_0: 0.4857 loss_ce_1: 0.3902 loss_bbox_1: 0.2219 loss_giou_1: 0.3599 loss_ce_2: 0.3409 loss_bbox_2: 0.1987 loss_giou_2: 0.3317 loss_ce_3: 0.3047 loss_bbox_3: 0.1933 loss_giou_3: 0.3256 loss_ce_4: 0.3013 loss_bbox_4: 0.1844 loss_giou_4: 0.3267 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 01:42:55] d2.utils.events INFO: eta: 23:09:38 iter: 153399 total_loss: 5.869 loss_ce: 0.3091 loss_bbox: 0.18 loss_giou: 0.3438 loss_ce_0: 0.5124 loss_bbox_0: 0.3195 loss_giou_0: 0.5259 loss_ce_1: 0.4096 loss_bbox_1: 0.2179 loss_giou_1: 0.3931 loss_ce_2: 0.3481 loss_bbox_2: 0.1964 loss_giou_2: 0.3702 loss_ce_3: 0.331 loss_bbox_3: 0.1874 loss_giou_3: 0.3568 loss_ce_4: 0.3119 loss_bbox_4: 0.1849 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:01] d2.utils.events INFO: eta: 23:09:51 iter: 153419 total_loss: 6.081 loss_ce: 0.3057 loss_bbox: 0.1898 loss_giou: 0.3586 loss_ce_0: 0.5044 loss_bbox_0: 0.3205 loss_giou_0: 0.5658 loss_ce_1: 0.4063 loss_bbox_1: 0.2147 loss_giou_1: 0.4012 loss_ce_2: 0.3502 loss_bbox_2: 0.1969 loss_giou_2: 0.3705 loss_ce_3: 0.3234 loss_bbox_3: 0.1935 loss_giou_3: 0.362 loss_ce_4: 0.3021 loss_bbox_4: 0.1937 loss_giou_4: 0.3593 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:06] d2.utils.events INFO: eta: 23:09:56 iter: 153439 total_loss: 6.234 loss_ce: 0.3424 loss_bbox: 0.2135 loss_giou: 0.3421 loss_ce_0: 0.5371 loss_bbox_0: 0.3593 loss_giou_0: 0.5283 loss_ce_1: 0.4384 loss_bbox_1: 0.2425 loss_giou_1: 0.3879 loss_ce_2: 0.3706 loss_bbox_2: 0.2229 loss_giou_2: 0.3661 loss_ce_3: 0.3471 loss_bbox_3: 0.2184 loss_giou_3: 0.3534 loss_ce_4: 0.3364 loss_bbox_4: 0.216 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:12] d2.utils.events INFO: eta: 23:09:30 iter: 153459 total_loss: 5.643 loss_ce: 0.2906 loss_bbox: 0.1803 loss_giou: 0.3304 loss_ce_0: 0.5097 loss_bbox_0: 0.3171 loss_giou_0: 0.5139 loss_ce_1: 0.3913 loss_bbox_1: 0.2177 loss_giou_1: 0.3788 loss_ce_2: 0.3357 loss_bbox_2: 0.1985 loss_giou_2: 0.3474 loss_ce_3: 0.3016 loss_bbox_3: 0.1858 loss_giou_3: 0.3377 loss_ce_4: 0.2954 loss_bbox_4: 0.1843 loss_giou_4: 0.3301 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:18] d2.utils.events INFO: eta: 23:09:40 iter: 153479 total_loss: 5.791 loss_ce: 0.3021 loss_bbox: 0.1894 loss_giou: 0.3279 loss_ce_0: 0.5123 loss_bbox_0: 0.3218 loss_giou_0: 0.518 loss_ce_1: 0.4009 loss_bbox_1: 0.2277 loss_giou_1: 0.378 loss_ce_2: 0.3362 loss_bbox_2: 0.201 loss_giou_2: 0.3463 loss_ce_3: 0.304 loss_bbox_3: 0.1914 loss_giou_3: 0.3379 loss_ce_4: 0.2996 loss_bbox_4: 0.1889 loss_giou_4: 0.3261 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:24] d2.utils.events INFO: eta: 23:09:01 iter: 153499 total_loss: 5.908 loss_ce: 0.3008 loss_bbox: 0.2011 loss_giou: 0.3442 loss_ce_0: 0.5305 loss_bbox_0: 0.3277 loss_giou_0: 0.5066 loss_ce_1: 0.4078 loss_bbox_1: 0.2347 loss_giou_1: 0.3832 loss_ce_2: 0.3455 loss_bbox_2: 0.2184 loss_giou_2: 0.3652 loss_ce_3: 0.3154 loss_bbox_3: 0.2103 loss_giou_3: 0.3527 loss_ce_4: 0.3072 loss_bbox_4: 0.2039 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:29] d2.utils.events INFO: eta: 23:08:54 iter: 153519 total_loss: 5.781 loss_ce: 0.3071 loss_bbox: 0.1711 loss_giou: 0.3357 loss_ce_0: 0.5232 loss_bbox_0: 0.3057 loss_giou_0: 0.5368 loss_ce_1: 0.3972 loss_bbox_1: 0.2081 loss_giou_1: 0.386 loss_ce_2: 0.3422 loss_bbox_2: 0.1869 loss_giou_2: 0.3599 loss_ce_3: 0.3197 loss_bbox_3: 0.1779 loss_giou_3: 0.3405 loss_ce_4: 0.306 loss_bbox_4: 0.171 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:35] d2.utils.events INFO: eta: 23:08:50 iter: 153539 total_loss: 5.765 loss_ce: 0.3108 loss_bbox: 0.1912 loss_giou: 0.3521 loss_ce_0: 0.5044 loss_bbox_0: 0.3162 loss_giou_0: 0.5317 loss_ce_1: 0.4112 loss_bbox_1: 0.2239 loss_giou_1: 0.3983 loss_ce_2: 0.3272 loss_bbox_2: 0.2103 loss_giou_2: 0.3647 loss_ce_3: 0.3142 loss_bbox_3: 0.1985 loss_giou_3: 0.3542 loss_ce_4: 0.3097 loss_bbox_4: 0.1966 loss_giou_4: 0.3578 time: 0.2802 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:41] d2.utils.events INFO: eta: 23:08:37 iter: 153559 total_loss: 5.654 loss_ce: 0.2935 loss_bbox: 0.1804 loss_giou: 0.3427 loss_ce_0: 0.504 loss_bbox_0: 0.3191 loss_giou_0: 0.5216 loss_ce_1: 0.3905 loss_bbox_1: 0.2206 loss_giou_1: 0.3957 loss_ce_2: 0.3217 loss_bbox_2: 0.1959 loss_giou_2: 0.3654 loss_ce_3: 0.306 loss_bbox_3: 0.1902 loss_giou_3: 0.3482 loss_ce_4: 0.2941 loss_bbox_4: 0.1836 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:46] d2.utils.events INFO: eta: 23:08:01 iter: 153579 total_loss: 5.912 loss_ce: 0.3193 loss_bbox: 0.2241 loss_giou: 0.3417 loss_ce_0: 0.5125 loss_bbox_0: 0.3328 loss_giou_0: 0.4902 loss_ce_1: 0.4246 loss_bbox_1: 0.2449 loss_giou_1: 0.3858 loss_ce_2: 0.3476 loss_bbox_2: 0.2323 loss_giou_2: 0.3567 loss_ce_3: 0.3384 loss_bbox_3: 0.2274 loss_giou_3: 0.3458 loss_ce_4: 0.3293 loss_bbox_4: 0.2246 loss_giou_4: 0.3466 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:52] d2.utils.events INFO: eta: 23:07:55 iter: 153599 total_loss: 5.797 loss_ce: 0.2961 loss_bbox: 0.1991 loss_giou: 0.3417 loss_ce_0: 0.5059 loss_bbox_0: 0.3345 loss_giou_0: 0.5247 loss_ce_1: 0.3968 loss_bbox_1: 0.2351 loss_giou_1: 0.3963 loss_ce_2: 0.3325 loss_bbox_2: 0.2118 loss_giou_2: 0.3671 loss_ce_3: 0.306 loss_bbox_3: 0.2028 loss_giou_3: 0.3537 loss_ce_4: 0.2945 loss_bbox_4: 0.199 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 01:43:58] d2.utils.events INFO: eta: 23:08:12 iter: 153619 total_loss: 6.071 loss_ce: 0.3212 loss_bbox: 0.1894 loss_giou: 0.378 loss_ce_0: 0.5297 loss_bbox_0: 0.3199 loss_giou_0: 0.5665 loss_ce_1: 0.4139 loss_bbox_1: 0.2252 loss_giou_1: 0.4359 loss_ce_2: 0.3549 loss_bbox_2: 0.2027 loss_giou_2: 0.3894 loss_ce_3: 0.3345 loss_bbox_3: 0.1914 loss_giou_3: 0.3827 loss_ce_4: 0.3226 loss_bbox_4: 0.1901 loss_giou_4: 0.3761 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:04] d2.utils.events INFO: eta: 23:08:21 iter: 153639 total_loss: 5.763 loss_ce: 0.2942 loss_bbox: 0.2018 loss_giou: 0.3512 loss_ce_0: 0.4851 loss_bbox_0: 0.3424 loss_giou_0: 0.5134 loss_ce_1: 0.3981 loss_bbox_1: 0.2354 loss_giou_1: 0.4002 loss_ce_2: 0.3283 loss_bbox_2: 0.2209 loss_giou_2: 0.376 loss_ce_3: 0.3005 loss_bbox_3: 0.2144 loss_giou_3: 0.3641 loss_ce_4: 0.2982 loss_bbox_4: 0.2054 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:09] d2.utils.events INFO: eta: 23:08:14 iter: 153659 total_loss: 6.214 loss_ce: 0.3208 loss_bbox: 0.2086 loss_giou: 0.3766 loss_ce_0: 0.5142 loss_bbox_0: 0.3413 loss_giou_0: 0.5723 loss_ce_1: 0.4124 loss_bbox_1: 0.2439 loss_giou_1: 0.4256 loss_ce_2: 0.3533 loss_bbox_2: 0.2309 loss_giou_2: 0.3948 loss_ce_3: 0.3297 loss_bbox_3: 0.2192 loss_giou_3: 0.3865 loss_ce_4: 0.322 loss_bbox_4: 0.212 loss_giou_4: 0.3803 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:15] d2.utils.events INFO: eta: 23:08:03 iter: 153679 total_loss: 5.965 loss_ce: 0.3355 loss_bbox: 0.1938 loss_giou: 0.3353 loss_ce_0: 0.5132 loss_bbox_0: 0.317 loss_giou_0: 0.498 loss_ce_1: 0.4332 loss_bbox_1: 0.2251 loss_giou_1: 0.3846 loss_ce_2: 0.3673 loss_bbox_2: 0.2003 loss_giou_2: 0.3519 loss_ce_3: 0.3405 loss_bbox_3: 0.1977 loss_giou_3: 0.3448 loss_ce_4: 0.3376 loss_bbox_4: 0.1954 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:21] d2.utils.events INFO: eta: 23:08:13 iter: 153699 total_loss: 5.76 loss_ce: 0.2911 loss_bbox: 0.1942 loss_giou: 0.3444 loss_ce_0: 0.4997 loss_bbox_0: 0.3103 loss_giou_0: 0.5354 loss_ce_1: 0.3842 loss_bbox_1: 0.2224 loss_giou_1: 0.4011 loss_ce_2: 0.3283 loss_bbox_2: 0.2 loss_giou_2: 0.3673 loss_ce_3: 0.2972 loss_bbox_3: 0.1987 loss_giou_3: 0.3488 loss_ce_4: 0.2874 loss_bbox_4: 0.1946 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:26] d2.utils.events INFO: eta: 23:08:24 iter: 153719 total_loss: 5.883 loss_ce: 0.3123 loss_bbox: 0.1959 loss_giou: 0.3402 loss_ce_0: 0.5098 loss_bbox_0: 0.3261 loss_giou_0: 0.5534 loss_ce_1: 0.4096 loss_bbox_1: 0.226 loss_giou_1: 0.4026 loss_ce_2: 0.3534 loss_bbox_2: 0.2066 loss_giou_2: 0.3625 loss_ce_3: 0.3225 loss_bbox_3: 0.1958 loss_giou_3: 0.3514 loss_ce_4: 0.3176 loss_bbox_4: 0.1963 loss_giou_4: 0.34 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:32] d2.utils.events INFO: eta: 23:08:22 iter: 153739 total_loss: 6.079 loss_ce: 0.3171 loss_bbox: 0.1995 loss_giou: 0.3428 loss_ce_0: 0.5103 loss_bbox_0: 0.3235 loss_giou_0: 0.5376 loss_ce_1: 0.4221 loss_bbox_1: 0.2296 loss_giou_1: 0.3856 loss_ce_2: 0.3628 loss_bbox_2: 0.2153 loss_giou_2: 0.3539 loss_ce_3: 0.3348 loss_bbox_3: 0.2075 loss_giou_3: 0.3493 loss_ce_4: 0.3187 loss_bbox_4: 0.2024 loss_giou_4: 0.3451 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:38] d2.utils.events INFO: eta: 23:08:13 iter: 153759 total_loss: 5.714 loss_ce: 0.2897 loss_bbox: 0.1776 loss_giou: 0.3258 loss_ce_0: 0.4949 loss_bbox_0: 0.3038 loss_giou_0: 0.523 loss_ce_1: 0.3823 loss_bbox_1: 0.215 loss_giou_1: 0.3777 loss_ce_2: 0.3293 loss_bbox_2: 0.1967 loss_giou_2: 0.3375 loss_ce_3: 0.2959 loss_bbox_3: 0.1865 loss_giou_3: 0.3327 loss_ce_4: 0.2805 loss_bbox_4: 0.1823 loss_giou_4: 0.3299 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:43] d2.utils.events INFO: eta: 23:08:02 iter: 153779 total_loss: 6.258 loss_ce: 0.3127 loss_bbox: 0.2065 loss_giou: 0.3768 loss_ce_0: 0.5194 loss_bbox_0: 0.3404 loss_giou_0: 0.555 loss_ce_1: 0.4212 loss_bbox_1: 0.2425 loss_giou_1: 0.4172 loss_ce_2: 0.3577 loss_bbox_2: 0.2192 loss_giou_2: 0.3942 loss_ce_3: 0.3365 loss_bbox_3: 0.2184 loss_giou_3: 0.3798 loss_ce_4: 0.319 loss_bbox_4: 0.2099 loss_giou_4: 0.3797 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:49] d2.utils.events INFO: eta: 23:07:56 iter: 153799 total_loss: 5.994 loss_ce: 0.3326 loss_bbox: 0.2038 loss_giou: 0.3633 loss_ce_0: 0.5211 loss_bbox_0: 0.344 loss_giou_0: 0.5207 loss_ce_1: 0.4218 loss_bbox_1: 0.2332 loss_giou_1: 0.3903 loss_ce_2: 0.37 loss_bbox_2: 0.2138 loss_giou_2: 0.3711 loss_ce_3: 0.3419 loss_bbox_3: 0.2014 loss_giou_3: 0.3584 loss_ce_4: 0.3358 loss_bbox_4: 0.2042 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 01:44:55] d2.utils.events INFO: eta: 23:08:53 iter: 153819 total_loss: 5.8 loss_ce: 0.3123 loss_bbox: 0.1975 loss_giou: 0.3397 loss_ce_0: 0.4968 loss_bbox_0: 0.3333 loss_giou_0: 0.5116 loss_ce_1: 0.3971 loss_bbox_1: 0.2337 loss_giou_1: 0.3865 loss_ce_2: 0.3357 loss_bbox_2: 0.2132 loss_giou_2: 0.3585 loss_ce_3: 0.3147 loss_bbox_3: 0.2014 loss_giou_3: 0.3529 loss_ce_4: 0.3123 loss_bbox_4: 0.1952 loss_giou_4: 0.3413 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 01:45:00] d2.utils.events INFO: eta: 23:08:45 iter: 153839 total_loss: 6.038 loss_ce: 0.3095 loss_bbox: 0.2055 loss_giou: 0.3613 loss_ce_0: 0.5201 loss_bbox_0: 0.3382 loss_giou_0: 0.5508 loss_ce_1: 0.441 loss_bbox_1: 0.2304 loss_giou_1: 0.3953 loss_ce_2: 0.3621 loss_bbox_2: 0.2078 loss_giou_2: 0.3679 loss_ce_3: 0.3305 loss_bbox_3: 0.205 loss_giou_3: 0.3683 loss_ce_4: 0.3118 loss_bbox_4: 0.2063 loss_giou_4: 0.3646 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:45:06] d2.utils.events INFO: eta: 23:08:17 iter: 153859 total_loss: 5.806 loss_ce: 0.2956 loss_bbox: 0.1821 loss_giou: 0.3388 loss_ce_0: 0.4978 loss_bbox_0: 0.318 loss_giou_0: 0.529 loss_ce_1: 0.4009 loss_bbox_1: 0.2173 loss_giou_1: 0.3961 loss_ce_2: 0.3283 loss_bbox_2: 0.1919 loss_giou_2: 0.3565 loss_ce_3: 0.3056 loss_bbox_3: 0.1875 loss_giou_3: 0.3446 loss_ce_4: 0.2959 loss_bbox_4: 0.1837 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 01:45:12] d2.utils.events INFO: eta: 23:07:41 iter: 153879 total_loss: 5.855 loss_ce: 0.3117 loss_bbox: 0.2006 loss_giou: 0.3345 loss_ce_0: 0.4963 loss_bbox_0: 0.3406 loss_giou_0: 0.5056 loss_ce_1: 0.402 loss_bbox_1: 0.2311 loss_giou_1: 0.3816 loss_ce_2: 0.3435 loss_bbox_2: 0.2162 loss_giou_2: 0.3519 loss_ce_3: 0.3153 loss_bbox_3: 0.204 loss_giou_3: 0.3404 loss_ce_4: 0.309 loss_bbox_4: 0.2007 loss_giou_4: 0.3351 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 01:45:17] d2.utils.events INFO: eta: 23:07:16 iter: 153899 total_loss: 5.995 loss_ce: 0.3229 loss_bbox: 0.2014 loss_giou: 0.3441 loss_ce_0: 0.5293 loss_bbox_0: 0.328 loss_giou_0: 0.526 loss_ce_1: 0.4399 loss_bbox_1: 0.2322 loss_giou_1: 0.399 loss_ce_2: 0.358 loss_bbox_2: 0.2158 loss_giou_2: 0.3613 loss_ce_3: 0.3303 loss_bbox_3: 0.2099 loss_giou_3: 0.3535 loss_ce_4: 0.3266 loss_bbox_4: 0.2018 loss_giou_4: 0.3479 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 01:45:23] d2.utils.events INFO: eta: 23:07:12 iter: 153919 total_loss: 6.101 loss_ce: 0.3076 loss_bbox: 0.206 loss_giou: 0.3643 loss_ce_0: 0.4946 loss_bbox_0: 0.3366 loss_giou_0: 0.5248 loss_ce_1: 0.4242 loss_bbox_1: 0.2363 loss_giou_1: 0.4066 loss_ce_2: 0.3409 loss_bbox_2: 0.2162 loss_giou_2: 0.3699 loss_ce_3: 0.3218 loss_bbox_3: 0.2131 loss_giou_3: 0.3676 loss_ce_4: 0.3128 loss_bbox_4: 0.2106 loss_giou_4: 0.373 time: 0.2802 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 01:45:26] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 01:45:27] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 01:45:27] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 01:45:27] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 01:45:27] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 01:45:28] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 01:45:34] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0559 s/iter. Eval: 0.0003 s/iter. Total: 0.0572 s/iter. ETA=0:00:35 [11/03 01:45:39] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0030 s/iter. Inference: 0.0494 s/iter. Eval: 0.0004 s/iter. Total: 0.0529 s/iter. ETA=0:00:27 [11/03 01:45:44] d2.evaluation.evaluator INFO: Inference done 205/625. Dataloading: 0.0028 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:21 [11/03 01:45:49] d2.evaluation.evaluator INFO: Inference done 305/625. Dataloading: 0.0027 s/iter. Inference: 0.0484 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:16 [11/03 01:45:54] d2.evaluation.evaluator INFO: Inference done 398/625. Dataloading: 0.0027 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0522 s/iter. ETA=0:00:11 [11/03 01:45:59] d2.evaluation.evaluator INFO: Inference done 495/625. Dataloading: 0.0027 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0521 s/iter. ETA=0:00:06 [11/03 01:46:04] d2.evaluation.evaluator INFO: Inference done 594/625. Dataloading: 0.0027 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:01 [11/03 01:46:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.532829 (0.052472 s / iter per device, on 8 devices) [11/03 01:46:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048631 s / iter per device, on 8 devices) [11/03 01:46:14] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 01:46:14] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 01:46:16] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 01:46:19] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 01:46:32] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.97 seconds. [11/03 01:46:32] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 01:46:34] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.34 seconds. [11/03 01:46:34] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 40.839 | 59.361 | 43.674 | 22.910 | 44.195 | 55.826 | [11/03 01:46:34] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 52.179 | bicycle | 25.940 | car | 41.383 | | motorcycle | 40.628 | airplane | 67.793 | bus | 63.408 | | train | 64.681 | truck | 36.464 | boat | 23.516 | | traffic light | 26.649 | fire hydrant | 67.036 | stop sign | 65.714 | | parking meter | 45.140 | bench | 24.535 | bird | 37.532 | | cat | 71.958 | dog | 65.927 | horse | 59.824 | | sheep | 49.283 | cow | 57.597 | elephant | 64.856 | | bear | 73.995 | zebra | 64.383 | giraffe | 66.608 | | backpack | 13.393 | umbrella | 34.664 | handbag | 12.902 | | tie | 27.371 | suitcase | 37.408 | frisbee | 65.319 | | skis | 23.294 | snowboard | 38.585 | sports ball | 44.750 | | kite | 44.650 | baseball bat | 29.016 | baseball glove | 38.465 | | skateboard | 51.294 | surfboard | 35.669 | tennis racket | 44.604 | | bottle | 35.538 | wine glass | 32.083 | cup | 39.288 | | fork | 31.609 | knife | 13.364 | spoon | 16.758 | | bowl | 42.170 | banana | 21.863 | apple | 19.403 | | sandwich | 34.940 | orange | 31.005 | broccoli | 22.362 | | carrot | 18.819 | hot dog | 32.366 | pizza | 51.626 | | donut | 41.598 | cake | 35.200 | chair | 24.919 | | couch | 45.985 | potted plant | 23.642 | bed | 46.802 | | dining table | 28.381 | toilet | 62.693 | tv | 53.916 | | laptop | 59.689 | mouse | 55.939 | remote | 29.705 | | keyboard | 51.213 | cell phone | 35.362 | microwave | 60.708 | | oven | 31.620 | toaster | 38.624 | sink | 36.765 | | refrigerator | 57.999 | book | 11.020 | clock | 49.514 | | vase | 37.127 | scissors | 31.509 | teddy bear | 45.128 | | hair drier | 8.349 | toothbrush | 22.100 | | | [11/03 01:46:35] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 01:46:35] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 01:46:35] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 01:46:35] d2.evaluation.testing INFO: copypaste: 40.8389,59.3615,43.6743,22.9103,44.1954,55.8258 [11/03 01:46:37] d2.utils.events INFO: eta: 23:07:25 iter: 153939 total_loss: 6.023 loss_ce: 0.3184 loss_bbox: 0.1908 loss_giou: 0.3592 loss_ce_0: 0.5088 loss_bbox_0: 0.3128 loss_giou_0: 0.5458 loss_ce_1: 0.4285 loss_bbox_1: 0.2196 loss_giou_1: 0.396 loss_ce_2: 0.3601 loss_bbox_2: 0.2037 loss_giou_2: 0.3675 loss_ce_3: 0.3224 loss_bbox_3: 0.1941 loss_giou_3: 0.3618 loss_ce_4: 0.3225 loss_bbox_4: 0.1886 loss_giou_4: 0.3605 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 01:46:44] d2.utils.events INFO: eta: 23:07:01 iter: 153959 total_loss: 6.044 loss_ce: 0.3264 loss_bbox: 0.2036 loss_giou: 0.3422 loss_ce_0: 0.5346 loss_bbox_0: 0.3349 loss_giou_0: 0.5241 loss_ce_1: 0.4175 loss_bbox_1: 0.2321 loss_giou_1: 0.3741 loss_ce_2: 0.3716 loss_bbox_2: 0.2087 loss_giou_2: 0.344 loss_ce_3: 0.344 loss_bbox_3: 0.2047 loss_giou_3: 0.3425 loss_ce_4: 0.3341 loss_bbox_4: 0.2061 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 01:46:49] d2.utils.events INFO: eta: 23:06:15 iter: 153979 total_loss: 5.767 loss_ce: 0.3046 loss_bbox: 0.192 loss_giou: 0.3316 loss_ce_0: 0.4933 loss_bbox_0: 0.3164 loss_giou_0: 0.5123 loss_ce_1: 0.3997 loss_bbox_1: 0.2287 loss_giou_1: 0.3845 loss_ce_2: 0.3431 loss_bbox_2: 0.2063 loss_giou_2: 0.3482 loss_ce_3: 0.3096 loss_bbox_3: 0.1955 loss_giou_3: 0.3446 loss_ce_4: 0.3069 loss_bbox_4: 0.1963 loss_giou_4: 0.3393 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 01:46:55] d2.utils.events INFO: eta: 23:06:17 iter: 153999 total_loss: 6.195 loss_ce: 0.3289 loss_bbox: 0.1761 loss_giou: 0.3568 loss_ce_0: 0.5256 loss_bbox_0: 0.3168 loss_giou_0: 0.5554 loss_ce_1: 0.4031 loss_bbox_1: 0.2107 loss_giou_1: 0.3959 loss_ce_2: 0.352 loss_bbox_2: 0.1937 loss_giou_2: 0.368 loss_ce_3: 0.3327 loss_bbox_3: 0.1854 loss_giou_3: 0.3673 loss_ce_4: 0.3293 loss_bbox_4: 0.1807 loss_giou_4: 0.3621 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:01] d2.utils.events INFO: eta: 23:06:15 iter: 154019 total_loss: 6.016 loss_ce: 0.332 loss_bbox: 0.1812 loss_giou: 0.356 loss_ce_0: 0.5091 loss_bbox_0: 0.3285 loss_giou_0: 0.5609 loss_ce_1: 0.4262 loss_bbox_1: 0.2162 loss_giou_1: 0.4086 loss_ce_2: 0.3655 loss_bbox_2: 0.1934 loss_giou_2: 0.3745 loss_ce_3: 0.3322 loss_bbox_3: 0.1876 loss_giou_3: 0.3656 loss_ce_4: 0.3304 loss_bbox_4: 0.1836 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:06] d2.utils.events INFO: eta: 23:06:01 iter: 154039 total_loss: 6.342 loss_ce: 0.3549 loss_bbox: 0.2013 loss_giou: 0.3527 loss_ce_0: 0.5529 loss_bbox_0: 0.3394 loss_giou_0: 0.5684 loss_ce_1: 0.447 loss_bbox_1: 0.2394 loss_giou_1: 0.4167 loss_ce_2: 0.3906 loss_bbox_2: 0.2238 loss_giou_2: 0.3796 loss_ce_3: 0.3624 loss_bbox_3: 0.2092 loss_giou_3: 0.3673 loss_ce_4: 0.353 loss_bbox_4: 0.2063 loss_giou_4: 0.3609 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:12] d2.utils.events INFO: eta: 23:05:33 iter: 154059 total_loss: 5.952 loss_ce: 0.3132 loss_bbox: 0.2047 loss_giou: 0.3634 loss_ce_0: 0.5283 loss_bbox_0: 0.3304 loss_giou_0: 0.5292 loss_ce_1: 0.4044 loss_bbox_1: 0.2261 loss_giou_1: 0.4042 loss_ce_2: 0.3475 loss_bbox_2: 0.2084 loss_giou_2: 0.3683 loss_ce_3: 0.3259 loss_bbox_3: 0.2087 loss_giou_3: 0.3661 loss_ce_4: 0.3107 loss_bbox_4: 0.2005 loss_giou_4: 0.3694 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:18] d2.utils.events INFO: eta: 23:05:28 iter: 154079 total_loss: 6.058 loss_ce: 0.3258 loss_bbox: 0.2086 loss_giou: 0.3249 loss_ce_0: 0.5312 loss_bbox_0: 0.347 loss_giou_0: 0.5105 loss_ce_1: 0.4237 loss_bbox_1: 0.2455 loss_giou_1: 0.3736 loss_ce_2: 0.3594 loss_bbox_2: 0.2305 loss_giou_2: 0.3562 loss_ce_3: 0.334 loss_bbox_3: 0.2188 loss_giou_3: 0.3363 loss_ce_4: 0.3307 loss_bbox_4: 0.215 loss_giou_4: 0.3243 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:23] d2.utils.events INFO: eta: 23:05:40 iter: 154099 total_loss: 5.955 loss_ce: 0.3243 loss_bbox: 0.2037 loss_giou: 0.3398 loss_ce_0: 0.5191 loss_bbox_0: 0.3359 loss_giou_0: 0.5382 loss_ce_1: 0.4324 loss_bbox_1: 0.2384 loss_giou_1: 0.3927 loss_ce_2: 0.3573 loss_bbox_2: 0.2279 loss_giou_2: 0.3502 loss_ce_3: 0.3341 loss_bbox_3: 0.2088 loss_giou_3: 0.3385 loss_ce_4: 0.3276 loss_bbox_4: 0.2036 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:29] d2.utils.events INFO: eta: 23:05:16 iter: 154119 total_loss: 5.928 loss_ce: 0.3143 loss_bbox: 0.2053 loss_giou: 0.3334 loss_ce_0: 0.5037 loss_bbox_0: 0.3584 loss_giou_0: 0.5127 loss_ce_1: 0.4066 loss_bbox_1: 0.2495 loss_giou_1: 0.3748 loss_ce_2: 0.3459 loss_bbox_2: 0.2269 loss_giou_2: 0.3517 loss_ce_3: 0.3197 loss_bbox_3: 0.2198 loss_giou_3: 0.3432 loss_ce_4: 0.3126 loss_bbox_4: 0.2134 loss_giou_4: 0.338 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:35] d2.utils.events INFO: eta: 23:05:38 iter: 154139 total_loss: 6.377 loss_ce: 0.3444 loss_bbox: 0.2057 loss_giou: 0.3771 loss_ce_0: 0.5509 loss_bbox_0: 0.3379 loss_giou_0: 0.5764 loss_ce_1: 0.4373 loss_bbox_1: 0.2355 loss_giou_1: 0.4291 loss_ce_2: 0.3805 loss_bbox_2: 0.2172 loss_giou_2: 0.3968 loss_ce_3: 0.3503 loss_bbox_3: 0.2143 loss_giou_3: 0.3842 loss_ce_4: 0.3423 loss_bbox_4: 0.2104 loss_giou_4: 0.3831 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:40] d2.utils.events INFO: eta: 23:05:40 iter: 154159 total_loss: 5.968 loss_ce: 0.2957 loss_bbox: 0.1926 loss_giou: 0.3627 loss_ce_0: 0.4925 loss_bbox_0: 0.3368 loss_giou_0: 0.5226 loss_ce_1: 0.3906 loss_bbox_1: 0.2333 loss_giou_1: 0.3971 loss_ce_2: 0.3298 loss_bbox_2: 0.2098 loss_giou_2: 0.3804 loss_ce_3: 0.2988 loss_bbox_3: 0.2031 loss_giou_3: 0.371 loss_ce_4: 0.2914 loss_bbox_4: 0.1944 loss_giou_4: 0.3711 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:46] d2.utils.events INFO: eta: 23:05:22 iter: 154179 total_loss: 6.069 loss_ce: 0.3257 loss_bbox: 0.2061 loss_giou: 0.3764 loss_ce_0: 0.5155 loss_bbox_0: 0.3463 loss_giou_0: 0.5595 loss_ce_1: 0.4017 loss_bbox_1: 0.2443 loss_giou_1: 0.4169 loss_ce_2: 0.3371 loss_bbox_2: 0.2257 loss_giou_2: 0.3912 loss_ce_3: 0.3149 loss_bbox_3: 0.2094 loss_giou_3: 0.3831 loss_ce_4: 0.3237 loss_bbox_4: 0.2078 loss_giou_4: 0.377 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:52] d2.utils.events INFO: eta: 23:05:04 iter: 154199 total_loss: 5.854 loss_ce: 0.3025 loss_bbox: 0.1885 loss_giou: 0.3515 loss_ce_0: 0.4956 loss_bbox_0: 0.3229 loss_giou_0: 0.5326 loss_ce_1: 0.3873 loss_bbox_1: 0.2357 loss_giou_1: 0.4075 loss_ce_2: 0.319 loss_bbox_2: 0.2075 loss_giou_2: 0.3671 loss_ce_3: 0.2944 loss_bbox_3: 0.1958 loss_giou_3: 0.3636 loss_ce_4: 0.3005 loss_bbox_4: 0.1897 loss_giou_4: 0.3562 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 01:47:57] d2.utils.events INFO: eta: 23:05:06 iter: 154219 total_loss: 5.673 loss_ce: 0.3041 loss_bbox: 0.1753 loss_giou: 0.3353 loss_ce_0: 0.5095 loss_bbox_0: 0.2986 loss_giou_0: 0.5116 loss_ce_1: 0.3975 loss_bbox_1: 0.2017 loss_giou_1: 0.3767 loss_ce_2: 0.3378 loss_bbox_2: 0.1872 loss_giou_2: 0.3499 loss_ce_3: 0.3098 loss_bbox_3: 0.1804 loss_giou_3: 0.3395 loss_ce_4: 0.3032 loss_bbox_4: 0.1787 loss_giou_4: 0.3366 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:03] d2.utils.events INFO: eta: 23:04:48 iter: 154239 total_loss: 5.552 loss_ce: 0.2776 loss_bbox: 0.1783 loss_giou: 0.3352 loss_ce_0: 0.4931 loss_bbox_0: 0.3055 loss_giou_0: 0.5119 loss_ce_1: 0.391 loss_bbox_1: 0.2128 loss_giou_1: 0.3844 loss_ce_2: 0.3181 loss_bbox_2: 0.1903 loss_giou_2: 0.3593 loss_ce_3: 0.2947 loss_bbox_3: 0.1849 loss_giou_3: 0.3508 loss_ce_4: 0.2756 loss_bbox_4: 0.1834 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:09] d2.utils.events INFO: eta: 23:04:28 iter: 154259 total_loss: 5.86 loss_ce: 0.309 loss_bbox: 0.2121 loss_giou: 0.3343 loss_ce_0: 0.5094 loss_bbox_0: 0.3325 loss_giou_0: 0.491 loss_ce_1: 0.4066 loss_bbox_1: 0.2367 loss_giou_1: 0.3705 loss_ce_2: 0.3486 loss_bbox_2: 0.2323 loss_giou_2: 0.3549 loss_ce_3: 0.3202 loss_bbox_3: 0.2237 loss_giou_3: 0.3413 loss_ce_4: 0.3106 loss_bbox_4: 0.2129 loss_giou_4: 0.3367 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:14] d2.utils.events INFO: eta: 23:04:05 iter: 154279 total_loss: 6.022 loss_ce: 0.3338 loss_bbox: 0.2065 loss_giou: 0.3416 loss_ce_0: 0.5364 loss_bbox_0: 0.3319 loss_giou_0: 0.5376 loss_ce_1: 0.4363 loss_bbox_1: 0.2387 loss_giou_1: 0.4002 loss_ce_2: 0.3757 loss_bbox_2: 0.2221 loss_giou_2: 0.3574 loss_ce_3: 0.3395 loss_bbox_3: 0.2192 loss_giou_3: 0.344 loss_ce_4: 0.3374 loss_bbox_4: 0.2124 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:20] d2.utils.events INFO: eta: 23:03:52 iter: 154299 total_loss: 5.968 loss_ce: 0.3024 loss_bbox: 0.2012 loss_giou: 0.3468 loss_ce_0: 0.4932 loss_bbox_0: 0.3149 loss_giou_0: 0.5356 loss_ce_1: 0.3917 loss_bbox_1: 0.2252 loss_giou_1: 0.3899 loss_ce_2: 0.3305 loss_bbox_2: 0.2064 loss_giou_2: 0.3622 loss_ce_3: 0.3059 loss_bbox_3: 0.202 loss_giou_3: 0.3553 loss_ce_4: 0.296 loss_bbox_4: 0.1958 loss_giou_4: 0.3486 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:26] d2.utils.events INFO: eta: 23:03:37 iter: 154319 total_loss: 5.974 loss_ce: 0.3055 loss_bbox: 0.1923 loss_giou: 0.37 loss_ce_0: 0.503 loss_bbox_0: 0.3254 loss_giou_0: 0.5341 loss_ce_1: 0.3851 loss_bbox_1: 0.2361 loss_giou_1: 0.4226 loss_ce_2: 0.3352 loss_bbox_2: 0.2094 loss_giou_2: 0.3917 loss_ce_3: 0.3061 loss_bbox_3: 0.2059 loss_giou_3: 0.3802 loss_ce_4: 0.3045 loss_bbox_4: 0.1969 loss_giou_4: 0.3706 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:31] d2.utils.events INFO: eta: 23:03:32 iter: 154339 total_loss: 5.962 loss_ce: 0.323 loss_bbox: 0.1905 loss_giou: 0.3547 loss_ce_0: 0.5342 loss_bbox_0: 0.3373 loss_giou_0: 0.5425 loss_ce_1: 0.4146 loss_bbox_1: 0.2311 loss_giou_1: 0.4188 loss_ce_2: 0.3609 loss_bbox_2: 0.204 loss_giou_2: 0.3826 loss_ce_3: 0.3384 loss_bbox_3: 0.1958 loss_giou_3: 0.3636 loss_ce_4: 0.3275 loss_bbox_4: 0.1919 loss_giou_4: 0.3612 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:37] d2.utils.events INFO: eta: 23:04:14 iter: 154359 total_loss: 6.119 loss_ce: 0.3239 loss_bbox: 0.1751 loss_giou: 0.3702 loss_ce_0: 0.5142 loss_bbox_0: 0.3115 loss_giou_0: 0.5467 loss_ce_1: 0.4194 loss_bbox_1: 0.2095 loss_giou_1: 0.4251 loss_ce_2: 0.3677 loss_bbox_2: 0.1878 loss_giou_2: 0.3873 loss_ce_3: 0.3363 loss_bbox_3: 0.1803 loss_giou_3: 0.3801 loss_ce_4: 0.3289 loss_bbox_4: 0.1752 loss_giou_4: 0.3712 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:43] d2.utils.events INFO: eta: 23:04:09 iter: 154379 total_loss: 6.26 loss_ce: 0.3571 loss_bbox: 0.1966 loss_giou: 0.3603 loss_ce_0: 0.5411 loss_bbox_0: 0.3257 loss_giou_0: 0.5549 loss_ce_1: 0.4452 loss_bbox_1: 0.2311 loss_giou_1: 0.4177 loss_ce_2: 0.3853 loss_bbox_2: 0.2102 loss_giou_2: 0.3803 loss_ce_3: 0.3518 loss_bbox_3: 0.2021 loss_giou_3: 0.3732 loss_ce_4: 0.3477 loss_bbox_4: 0.1968 loss_giou_4: 0.3629 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:49] d2.utils.events INFO: eta: 23:04:18 iter: 154399 total_loss: 6.005 loss_ce: 0.3247 loss_bbox: 0.1985 loss_giou: 0.3471 loss_ce_0: 0.5126 loss_bbox_0: 0.3305 loss_giou_0: 0.5376 loss_ce_1: 0.4298 loss_bbox_1: 0.2266 loss_giou_1: 0.397 loss_ce_2: 0.3585 loss_bbox_2: 0.2155 loss_giou_2: 0.366 loss_ce_3: 0.334 loss_bbox_3: 0.2066 loss_giou_3: 0.3547 loss_ce_4: 0.3148 loss_bbox_4: 0.2007 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 01:48:54] d2.utils.events INFO: eta: 23:04:17 iter: 154419 total_loss: 5.998 loss_ce: 0.3109 loss_bbox: 0.1857 loss_giou: 0.3451 loss_ce_0: 0.5237 loss_bbox_0: 0.3177 loss_giou_0: 0.5397 loss_ce_1: 0.4088 loss_bbox_1: 0.2303 loss_giou_1: 0.4007 loss_ce_2: 0.3493 loss_bbox_2: 0.2035 loss_giou_2: 0.363 loss_ce_3: 0.3269 loss_bbox_3: 0.1977 loss_giou_3: 0.3606 loss_ce_4: 0.3125 loss_bbox_4: 0.1888 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:00] d2.utils.events INFO: eta: 23:03:59 iter: 154439 total_loss: 5.945 loss_ce: 0.3135 loss_bbox: 0.1864 loss_giou: 0.3581 loss_ce_0: 0.5229 loss_bbox_0: 0.3228 loss_giou_0: 0.5489 loss_ce_1: 0.4219 loss_bbox_1: 0.2172 loss_giou_1: 0.4129 loss_ce_2: 0.3516 loss_bbox_2: 0.1998 loss_giou_2: 0.3715 loss_ce_3: 0.3207 loss_bbox_3: 0.193 loss_giou_3: 0.359 loss_ce_4: 0.3126 loss_bbox_4: 0.1882 loss_giou_4: 0.3643 time: 0.2802 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:06] d2.utils.events INFO: eta: 23:04:06 iter: 154459 total_loss: 6.159 loss_ce: 0.3254 loss_bbox: 0.1889 loss_giou: 0.3577 loss_ce_0: 0.5322 loss_bbox_0: 0.338 loss_giou_0: 0.5449 loss_ce_1: 0.4261 loss_bbox_1: 0.2279 loss_giou_1: 0.4099 loss_ce_2: 0.365 loss_bbox_2: 0.2031 loss_giou_2: 0.3805 loss_ce_3: 0.3429 loss_bbox_3: 0.195 loss_giou_3: 0.3634 loss_ce_4: 0.3256 loss_bbox_4: 0.19 loss_giou_4: 0.3565 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:11] d2.utils.events INFO: eta: 23:03:40 iter: 154479 total_loss: 5.898 loss_ce: 0.311 loss_bbox: 0.1877 loss_giou: 0.341 loss_ce_0: 0.5044 loss_bbox_0: 0.3108 loss_giou_0: 0.5392 loss_ce_1: 0.4116 loss_bbox_1: 0.2208 loss_giou_1: 0.3963 loss_ce_2: 0.3408 loss_bbox_2: 0.1973 loss_giou_2: 0.3667 loss_ce_3: 0.3147 loss_bbox_3: 0.1913 loss_giou_3: 0.3485 loss_ce_4: 0.316 loss_bbox_4: 0.1938 loss_giou_4: 0.3444 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:17] d2.utils.events INFO: eta: 23:03:43 iter: 154499 total_loss: 5.837 loss_ce: 0.2951 loss_bbox: 0.1923 loss_giou: 0.3417 loss_ce_0: 0.5034 loss_bbox_0: 0.3284 loss_giou_0: 0.5166 loss_ce_1: 0.384 loss_bbox_1: 0.2178 loss_giou_1: 0.3802 loss_ce_2: 0.3221 loss_bbox_2: 0.2015 loss_giou_2: 0.3536 loss_ce_3: 0.3032 loss_bbox_3: 0.1922 loss_giou_3: 0.346 loss_ce_4: 0.2872 loss_bbox_4: 0.1947 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:23] d2.utils.events INFO: eta: 23:03:46 iter: 154519 total_loss: 6.042 loss_ce: 0.323 loss_bbox: 0.2079 loss_giou: 0.3437 loss_ce_0: 0.5207 loss_bbox_0: 0.3448 loss_giou_0: 0.5175 loss_ce_1: 0.4282 loss_bbox_1: 0.2455 loss_giou_1: 0.3894 loss_ce_2: 0.362 loss_bbox_2: 0.2161 loss_giou_2: 0.3644 loss_ce_3: 0.3435 loss_bbox_3: 0.2122 loss_giou_3: 0.3516 loss_ce_4: 0.3212 loss_bbox_4: 0.2086 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:28] d2.utils.events INFO: eta: 23:03:22 iter: 154539 total_loss: 5.917 loss_ce: 0.3256 loss_bbox: 0.1891 loss_giou: 0.3261 loss_ce_0: 0.5297 loss_bbox_0: 0.3442 loss_giou_0: 0.5138 loss_ce_1: 0.4322 loss_bbox_1: 0.2221 loss_giou_1: 0.3749 loss_ce_2: 0.3641 loss_bbox_2: 0.1963 loss_giou_2: 0.3418 loss_ce_3: 0.3364 loss_bbox_3: 0.1925 loss_giou_3: 0.3329 loss_ce_4: 0.3284 loss_bbox_4: 0.1919 loss_giou_4: 0.3261 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:34] d2.utils.events INFO: eta: 23:03:17 iter: 154559 total_loss: 5.953 loss_ce: 0.3065 loss_bbox: 0.1944 loss_giou: 0.3422 loss_ce_0: 0.5363 loss_bbox_0: 0.3319 loss_giou_0: 0.5118 loss_ce_1: 0.434 loss_bbox_1: 0.2269 loss_giou_1: 0.3928 loss_ce_2: 0.3567 loss_bbox_2: 0.2146 loss_giou_2: 0.3583 loss_ce_3: 0.3226 loss_bbox_3: 0.2088 loss_giou_3: 0.3502 loss_ce_4: 0.3099 loss_bbox_4: 0.2001 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:40] d2.utils.events INFO: eta: 23:03:36 iter: 154579 total_loss: 6.02 loss_ce: 0.3148 loss_bbox: 0.1805 loss_giou: 0.3441 loss_ce_0: 0.5161 loss_bbox_0: 0.3135 loss_giou_0: 0.5369 loss_ce_1: 0.4178 loss_bbox_1: 0.205 loss_giou_1: 0.3982 loss_ce_2: 0.3583 loss_bbox_2: 0.1952 loss_giou_2: 0.3631 loss_ce_3: 0.3308 loss_bbox_3: 0.1864 loss_giou_3: 0.3543 loss_ce_4: 0.3125 loss_bbox_4: 0.183 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:46] d2.utils.events INFO: eta: 23:03:34 iter: 154599 total_loss: 6.02 loss_ce: 0.3215 loss_bbox: 0.1944 loss_giou: 0.3529 loss_ce_0: 0.5168 loss_bbox_0: 0.3295 loss_giou_0: 0.5388 loss_ce_1: 0.4113 loss_bbox_1: 0.2237 loss_giou_1: 0.4033 loss_ce_2: 0.3626 loss_bbox_2: 0.1991 loss_giou_2: 0.3736 loss_ce_3: 0.3311 loss_bbox_3: 0.2 loss_giou_3: 0.3694 loss_ce_4: 0.3259 loss_bbox_4: 0.194 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:51] d2.utils.events INFO: eta: 23:03:18 iter: 154619 total_loss: 5.957 loss_ce: 0.3146 loss_bbox: 0.1938 loss_giou: 0.343 loss_ce_0: 0.5306 loss_bbox_0: 0.3334 loss_giou_0: 0.5439 loss_ce_1: 0.4115 loss_bbox_1: 0.2363 loss_giou_1: 0.3815 loss_ce_2: 0.352 loss_bbox_2: 0.207 loss_giou_2: 0.3518 loss_ce_3: 0.3298 loss_bbox_3: 0.197 loss_giou_3: 0.3386 loss_ce_4: 0.3132 loss_bbox_4: 0.198 loss_giou_4: 0.3445 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:49:57] d2.utils.events INFO: eta: 23:02:55 iter: 154639 total_loss: 5.7 loss_ce: 0.2843 loss_bbox: 0.1959 loss_giou: 0.3348 loss_ce_0: 0.5048 loss_bbox_0: 0.3168 loss_giou_0: 0.5255 loss_ce_1: 0.3964 loss_bbox_1: 0.2274 loss_giou_1: 0.3866 loss_ce_2: 0.3381 loss_bbox_2: 0.2084 loss_giou_2: 0.3527 loss_ce_3: 0.3031 loss_bbox_3: 0.203 loss_giou_3: 0.3458 loss_ce_4: 0.2944 loss_bbox_4: 0.1971 loss_giou_4: 0.3386 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:03] d2.utils.events INFO: eta: 23:02:48 iter: 154659 total_loss: 6.12 loss_ce: 0.3063 loss_bbox: 0.1925 loss_giou: 0.3616 loss_ce_0: 0.5208 loss_bbox_0: 0.3335 loss_giou_0: 0.5386 loss_ce_1: 0.4226 loss_bbox_1: 0.2364 loss_giou_1: 0.4206 loss_ce_2: 0.3602 loss_bbox_2: 0.2105 loss_giou_2: 0.3718 loss_ce_3: 0.3226 loss_bbox_3: 0.2012 loss_giou_3: 0.3656 loss_ce_4: 0.3149 loss_bbox_4: 0.199 loss_giou_4: 0.3648 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:08] d2.utils.events INFO: eta: 23:02:42 iter: 154679 total_loss: 6.034 loss_ce: 0.3274 loss_bbox: 0.203 loss_giou: 0.3417 loss_ce_0: 0.526 loss_bbox_0: 0.3277 loss_giou_0: 0.5201 loss_ce_1: 0.4198 loss_bbox_1: 0.2302 loss_giou_1: 0.3822 loss_ce_2: 0.3629 loss_bbox_2: 0.2106 loss_giou_2: 0.3629 loss_ce_3: 0.3293 loss_bbox_3: 0.209 loss_giou_3: 0.3508 loss_ce_4: 0.3287 loss_bbox_4: 0.2046 loss_giou_4: 0.341 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:14] d2.utils.events INFO: eta: 23:02:18 iter: 154699 total_loss: 5.922 loss_ce: 0.3412 loss_bbox: 0.1974 loss_giou: 0.3326 loss_ce_0: 0.5252 loss_bbox_0: 0.3371 loss_giou_0: 0.5407 loss_ce_1: 0.4242 loss_bbox_1: 0.2378 loss_giou_1: 0.3834 loss_ce_2: 0.3905 loss_bbox_2: 0.214 loss_giou_2: 0.3489 loss_ce_3: 0.3551 loss_bbox_3: 0.2036 loss_giou_3: 0.337 loss_ce_4: 0.3483 loss_bbox_4: 0.197 loss_giou_4: 0.3352 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:20] d2.utils.events INFO: eta: 23:02:12 iter: 154719 total_loss: 6.21 loss_ce: 0.3507 loss_bbox: 0.1849 loss_giou: 0.3454 loss_ce_0: 0.5274 loss_bbox_0: 0.3166 loss_giou_0: 0.5265 loss_ce_1: 0.4433 loss_bbox_1: 0.2228 loss_giou_1: 0.3903 loss_ce_2: 0.3789 loss_bbox_2: 0.1946 loss_giou_2: 0.365 loss_ce_3: 0.3573 loss_bbox_3: 0.1957 loss_giou_3: 0.3526 loss_ce_4: 0.3508 loss_bbox_4: 0.1923 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:26] d2.utils.events INFO: eta: 23:02:25 iter: 154739 total_loss: 6.155 loss_ce: 0.3167 loss_bbox: 0.2109 loss_giou: 0.3481 loss_ce_0: 0.5132 loss_bbox_0: 0.3456 loss_giou_0: 0.5378 loss_ce_1: 0.4276 loss_bbox_1: 0.2402 loss_giou_1: 0.406 loss_ce_2: 0.3585 loss_bbox_2: 0.2166 loss_giou_2: 0.368 loss_ce_3: 0.3298 loss_bbox_3: 0.2135 loss_giou_3: 0.3566 loss_ce_4: 0.3215 loss_bbox_4: 0.2141 loss_giou_4: 0.3488 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:31] d2.utils.events INFO: eta: 23:02:43 iter: 154759 total_loss: 5.466 loss_ce: 0.3026 loss_bbox: 0.1852 loss_giou: 0.3091 loss_ce_0: 0.5028 loss_bbox_0: 0.3201 loss_giou_0: 0.5051 loss_ce_1: 0.3917 loss_bbox_1: 0.2206 loss_giou_1: 0.3628 loss_ce_2: 0.3344 loss_bbox_2: 0.2025 loss_giou_2: 0.3288 loss_ce_3: 0.3126 loss_bbox_3: 0.1977 loss_giou_3: 0.3127 loss_ce_4: 0.3049 loss_bbox_4: 0.1905 loss_giou_4: 0.3145 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:37] d2.utils.events INFO: eta: 23:02:44 iter: 154779 total_loss: 5.952 loss_ce: 0.3149 loss_bbox: 0.2048 loss_giou: 0.3437 loss_ce_0: 0.5262 loss_bbox_0: 0.3427 loss_giou_0: 0.5393 loss_ce_1: 0.4133 loss_bbox_1: 0.2374 loss_giou_1: 0.3919 loss_ce_2: 0.3589 loss_bbox_2: 0.2198 loss_giou_2: 0.3663 loss_ce_3: 0.323 loss_bbox_3: 0.2054 loss_giou_3: 0.36 loss_ce_4: 0.3159 loss_bbox_4: 0.2029 loss_giou_4: 0.3489 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:43] d2.utils.events INFO: eta: 23:02:28 iter: 154799 total_loss: 6.015 loss_ce: 0.3101 loss_bbox: 0.206 loss_giou: 0.3324 loss_ce_0: 0.5182 loss_bbox_0: 0.3456 loss_giou_0: 0.5309 loss_ce_1: 0.4231 loss_bbox_1: 0.2325 loss_giou_1: 0.3924 loss_ce_2: 0.3627 loss_bbox_2: 0.2171 loss_giou_2: 0.3562 loss_ce_3: 0.3278 loss_bbox_3: 0.2094 loss_giou_3: 0.3469 loss_ce_4: 0.3064 loss_bbox_4: 0.2045 loss_giou_4: 0.3409 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:48] d2.utils.events INFO: eta: 23:02:28 iter: 154819 total_loss: 6.103 loss_ce: 0.3357 loss_bbox: 0.1925 loss_giou: 0.3668 loss_ce_0: 0.5336 loss_bbox_0: 0.3259 loss_giou_0: 0.5534 loss_ce_1: 0.4408 loss_bbox_1: 0.225 loss_giou_1: 0.4174 loss_ce_2: 0.379 loss_bbox_2: 0.2058 loss_giou_2: 0.3842 loss_ce_3: 0.3492 loss_bbox_3: 0.2004 loss_giou_3: 0.3738 loss_ce_4: 0.3397 loss_bbox_4: 0.1928 loss_giou_4: 0.367 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:50:54] d2.utils.events INFO: eta: 23:02:20 iter: 154839 total_loss: 6.11 loss_ce: 0.3139 loss_bbox: 0.1814 loss_giou: 0.3667 loss_ce_0: 0.5086 loss_bbox_0: 0.3194 loss_giou_0: 0.5477 loss_ce_1: 0.3884 loss_bbox_1: 0.2216 loss_giou_1: 0.4124 loss_ce_2: 0.3521 loss_bbox_2: 0.2028 loss_giou_2: 0.3842 loss_ce_3: 0.3217 loss_bbox_3: 0.188 loss_giou_3: 0.3745 loss_ce_4: 0.3112 loss_bbox_4: 0.1817 loss_giou_4: 0.3695 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:00] d2.utils.events INFO: eta: 23:02:28 iter: 154859 total_loss: 6.222 loss_ce: 0.3281 loss_bbox: 0.1996 loss_giou: 0.3602 loss_ce_0: 0.5337 loss_bbox_0: 0.3397 loss_giou_0: 0.5398 loss_ce_1: 0.4311 loss_bbox_1: 0.2322 loss_giou_1: 0.4122 loss_ce_2: 0.37 loss_bbox_2: 0.2149 loss_giou_2: 0.3746 loss_ce_3: 0.3361 loss_bbox_3: 0.2066 loss_giou_3: 0.3561 loss_ce_4: 0.322 loss_bbox_4: 0.2004 loss_giou_4: 0.3584 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:05] d2.utils.events INFO: eta: 23:02:21 iter: 154879 total_loss: 5.909 loss_ce: 0.3037 loss_bbox: 0.1866 loss_giou: 0.3445 loss_ce_0: 0.5254 loss_bbox_0: 0.3129 loss_giou_0: 0.5481 loss_ce_1: 0.4003 loss_bbox_1: 0.2213 loss_giou_1: 0.3989 loss_ce_2: 0.3374 loss_bbox_2: 0.1933 loss_giou_2: 0.3613 loss_ce_3: 0.3242 loss_bbox_3: 0.1912 loss_giou_3: 0.3518 loss_ce_4: 0.2988 loss_bbox_4: 0.1883 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:11] d2.utils.events INFO: eta: 23:02:33 iter: 154899 total_loss: 6.056 loss_ce: 0.3229 loss_bbox: 0.1901 loss_giou: 0.3507 loss_ce_0: 0.5227 loss_bbox_0: 0.335 loss_giou_0: 0.5235 loss_ce_1: 0.4237 loss_bbox_1: 0.2374 loss_giou_1: 0.3923 loss_ce_2: 0.3528 loss_bbox_2: 0.2078 loss_giou_2: 0.3724 loss_ce_3: 0.3304 loss_bbox_3: 0.1995 loss_giou_3: 0.3599 loss_ce_4: 0.3184 loss_bbox_4: 0.1917 loss_giou_4: 0.3498 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:17] d2.utils.events INFO: eta: 23:02:21 iter: 154919 total_loss: 5.884 loss_ce: 0.327 loss_bbox: 0.1867 loss_giou: 0.3494 loss_ce_0: 0.5215 loss_bbox_0: 0.3202 loss_giou_0: 0.5266 loss_ce_1: 0.4333 loss_bbox_1: 0.2133 loss_giou_1: 0.394 loss_ce_2: 0.372 loss_bbox_2: 0.1982 loss_giou_2: 0.3626 loss_ce_3: 0.3403 loss_bbox_3: 0.1884 loss_giou_3: 0.3581 loss_ce_4: 0.3313 loss_bbox_4: 0.1855 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:22] d2.utils.events INFO: eta: 23:02:24 iter: 154939 total_loss: 6.011 loss_ce: 0.3133 loss_bbox: 0.1962 loss_giou: 0.3618 loss_ce_0: 0.5177 loss_bbox_0: 0.3234 loss_giou_0: 0.543 loss_ce_1: 0.4097 loss_bbox_1: 0.2176 loss_giou_1: 0.4061 loss_ce_2: 0.3442 loss_bbox_2: 0.1987 loss_giou_2: 0.3742 loss_ce_3: 0.3219 loss_bbox_3: 0.1983 loss_giou_3: 0.3684 loss_ce_4: 0.3111 loss_bbox_4: 0.2012 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:28] d2.utils.events INFO: eta: 23:01:59 iter: 154959 total_loss: 6.096 loss_ce: 0.3215 loss_bbox: 0.1912 loss_giou: 0.359 loss_ce_0: 0.524 loss_bbox_0: 0.3426 loss_giou_0: 0.5282 loss_ce_1: 0.4138 loss_bbox_1: 0.2242 loss_giou_1: 0.3985 loss_ce_2: 0.3585 loss_bbox_2: 0.1981 loss_giou_2: 0.3733 loss_ce_3: 0.3271 loss_bbox_3: 0.1957 loss_giou_3: 0.3651 loss_ce_4: 0.3196 loss_bbox_4: 0.1959 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:34] d2.utils.events INFO: eta: 23:02:18 iter: 154979 total_loss: 5.569 loss_ce: 0.2872 loss_bbox: 0.1803 loss_giou: 0.3231 loss_ce_0: 0.5165 loss_bbox_0: 0.3046 loss_giou_0: 0.4917 loss_ce_1: 0.4012 loss_bbox_1: 0.2036 loss_giou_1: 0.3704 loss_ce_2: 0.327 loss_bbox_2: 0.1863 loss_giou_2: 0.3397 loss_ce_3: 0.3037 loss_bbox_3: 0.186 loss_giou_3: 0.3308 loss_ce_4: 0.2859 loss_bbox_4: 0.183 loss_giou_4: 0.3241 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:39] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0154999.pth [11/03 01:51:41] d2.utils.events INFO: eta: 23:02:21 iter: 154999 total_loss: 6.014 loss_ce: 0.3111 loss_bbox: 0.1916 loss_giou: 0.3605 loss_ce_0: 0.5128 loss_bbox_0: 0.3368 loss_giou_0: 0.539 loss_ce_1: 0.4174 loss_bbox_1: 0.2334 loss_giou_1: 0.4071 loss_ce_2: 0.3474 loss_bbox_2: 0.2102 loss_giou_2: 0.373 loss_ce_3: 0.3218 loss_bbox_3: 0.1987 loss_giou_3: 0.3633 loss_ce_4: 0.3105 loss_bbox_4: 0.1937 loss_giou_4: 0.3671 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:47] d2.utils.events INFO: eta: 23:02:39 iter: 155019 total_loss: 6.11 loss_ce: 0.3133 loss_bbox: 0.2037 loss_giou: 0.3733 loss_ce_0: 0.5236 loss_bbox_0: 0.3457 loss_giou_0: 0.5586 loss_ce_1: 0.4279 loss_bbox_1: 0.2364 loss_giou_1: 0.4184 loss_ce_2: 0.3707 loss_bbox_2: 0.2198 loss_giou_2: 0.3843 loss_ce_3: 0.3458 loss_bbox_3: 0.2097 loss_giou_3: 0.3704 loss_ce_4: 0.3266 loss_bbox_4: 0.2046 loss_giou_4: 0.3702 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:53] d2.utils.events INFO: eta: 23:03:13 iter: 155039 total_loss: 5.758 loss_ce: 0.3154 loss_bbox: 0.1904 loss_giou: 0.3406 loss_ce_0: 0.5358 loss_bbox_0: 0.3235 loss_giou_0: 0.5405 loss_ce_1: 0.4069 loss_bbox_1: 0.2191 loss_giou_1: 0.3957 loss_ce_2: 0.3561 loss_bbox_2: 0.2021 loss_giou_2: 0.3614 loss_ce_3: 0.3232 loss_bbox_3: 0.1918 loss_giou_3: 0.3458 loss_ce_4: 0.3133 loss_bbox_4: 0.1919 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 01:51:59] d2.utils.events INFO: eta: 23:03:31 iter: 155059 total_loss: 5.821 loss_ce: 0.3125 loss_bbox: 0.1898 loss_giou: 0.3382 loss_ce_0: 0.5087 loss_bbox_0: 0.3188 loss_giou_0: 0.5091 loss_ce_1: 0.4254 loss_bbox_1: 0.2261 loss_giou_1: 0.3778 loss_ce_2: 0.3551 loss_bbox_2: 0.203 loss_giou_2: 0.355 loss_ce_3: 0.3335 loss_bbox_3: 0.1962 loss_giou_3: 0.3438 loss_ce_4: 0.3206 loss_bbox_4: 0.194 loss_giou_4: 0.3352 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:04] d2.utils.events INFO: eta: 23:03:32 iter: 155079 total_loss: 6.012 loss_ce: 0.3355 loss_bbox: 0.1908 loss_giou: 0.338 loss_ce_0: 0.5301 loss_bbox_0: 0.3351 loss_giou_0: 0.5346 loss_ce_1: 0.4111 loss_bbox_1: 0.2207 loss_giou_1: 0.3959 loss_ce_2: 0.3606 loss_bbox_2: 0.2044 loss_giou_2: 0.3595 loss_ce_3: 0.3408 loss_bbox_3: 0.1921 loss_giou_3: 0.3483 loss_ce_4: 0.3337 loss_bbox_4: 0.1929 loss_giou_4: 0.3386 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:10] d2.utils.events INFO: eta: 23:03:28 iter: 155099 total_loss: 5.967 loss_ce: 0.3188 loss_bbox: 0.1788 loss_giou: 0.3609 loss_ce_0: 0.5204 loss_bbox_0: 0.3132 loss_giou_0: 0.5668 loss_ce_1: 0.4143 loss_bbox_1: 0.2091 loss_giou_1: 0.414 loss_ce_2: 0.3639 loss_bbox_2: 0.1887 loss_giou_2: 0.3761 loss_ce_3: 0.3407 loss_bbox_3: 0.1827 loss_giou_3: 0.3653 loss_ce_4: 0.3223 loss_bbox_4: 0.1804 loss_giou_4: 0.3596 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:16] d2.utils.events INFO: eta: 23:03:31 iter: 155119 total_loss: 5.719 loss_ce: 0.3163 loss_bbox: 0.1772 loss_giou: 0.3434 loss_ce_0: 0.5027 loss_bbox_0: 0.327 loss_giou_0: 0.5347 loss_ce_1: 0.4129 loss_bbox_1: 0.214 loss_giou_1: 0.3909 loss_ce_2: 0.3452 loss_bbox_2: 0.1912 loss_giou_2: 0.3586 loss_ce_3: 0.3243 loss_bbox_3: 0.1834 loss_giou_3: 0.3481 loss_ce_4: 0.314 loss_bbox_4: 0.1829 loss_giou_4: 0.3429 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:21] d2.utils.events INFO: eta: 23:03:25 iter: 155139 total_loss: 5.91 loss_ce: 0.3053 loss_bbox: 0.1939 loss_giou: 0.3684 loss_ce_0: 0.5159 loss_bbox_0: 0.3182 loss_giou_0: 0.5443 loss_ce_1: 0.3984 loss_bbox_1: 0.2225 loss_giou_1: 0.4207 loss_ce_2: 0.3375 loss_bbox_2: 0.2081 loss_giou_2: 0.3839 loss_ce_3: 0.307 loss_bbox_3: 0.2 loss_giou_3: 0.38 loss_ce_4: 0.3057 loss_bbox_4: 0.1961 loss_giou_4: 0.3698 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:27] d2.utils.events INFO: eta: 23:03:11 iter: 155159 total_loss: 6.05 loss_ce: 0.3196 loss_bbox: 0.1945 loss_giou: 0.3702 loss_ce_0: 0.512 loss_bbox_0: 0.3277 loss_giou_0: 0.5514 loss_ce_1: 0.4067 loss_bbox_1: 0.2248 loss_giou_1: 0.4151 loss_ce_2: 0.3501 loss_bbox_2: 0.2054 loss_giou_2: 0.3796 loss_ce_3: 0.3256 loss_bbox_3: 0.1946 loss_giou_3: 0.3754 loss_ce_4: 0.3271 loss_bbox_4: 0.1941 loss_giou_4: 0.3699 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:33] d2.utils.events INFO: eta: 23:03:04 iter: 155179 total_loss: 5.995 loss_ce: 0.3287 loss_bbox: 0.188 loss_giou: 0.3767 loss_ce_0: 0.5103 loss_bbox_0: 0.3281 loss_giou_0: 0.5646 loss_ce_1: 0.4178 loss_bbox_1: 0.2246 loss_giou_1: 0.4339 loss_ce_2: 0.3608 loss_bbox_2: 0.2026 loss_giou_2: 0.4022 loss_ce_3: 0.3339 loss_bbox_3: 0.197 loss_giou_3: 0.3857 loss_ce_4: 0.322 loss_bbox_4: 0.1896 loss_giou_4: 0.383 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:38] d2.utils.events INFO: eta: 23:03:18 iter: 155199 total_loss: 5.86 loss_ce: 0.3103 loss_bbox: 0.1919 loss_giou: 0.3506 loss_ce_0: 0.5216 loss_bbox_0: 0.3226 loss_giou_0: 0.5392 loss_ce_1: 0.4056 loss_bbox_1: 0.2279 loss_giou_1: 0.4016 loss_ce_2: 0.3433 loss_bbox_2: 0.2097 loss_giou_2: 0.3701 loss_ce_3: 0.3262 loss_bbox_3: 0.1914 loss_giou_3: 0.3556 loss_ce_4: 0.3105 loss_bbox_4: 0.1947 loss_giou_4: 0.354 time: 0.2802 data_time: 0.0348 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:44] d2.utils.events INFO: eta: 23:02:59 iter: 155219 total_loss: 6.063 loss_ce: 0.3035 loss_bbox: 0.2082 loss_giou: 0.3688 loss_ce_0: 0.5071 loss_bbox_0: 0.3332 loss_giou_0: 0.558 loss_ce_1: 0.4124 loss_bbox_1: 0.2438 loss_giou_1: 0.4137 loss_ce_2: 0.3345 loss_bbox_2: 0.2258 loss_giou_2: 0.3864 loss_ce_3: 0.3121 loss_bbox_3: 0.2153 loss_giou_3: 0.3811 loss_ce_4: 0.3055 loss_bbox_4: 0.2105 loss_giou_4: 0.3744 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:50] d2.utils.events INFO: eta: 23:02:57 iter: 155239 total_loss: 6.106 loss_ce: 0.314 loss_bbox: 0.1897 loss_giou: 0.3556 loss_ce_0: 0.515 loss_bbox_0: 0.3443 loss_giou_0: 0.5349 loss_ce_1: 0.4204 loss_bbox_1: 0.2197 loss_giou_1: 0.3926 loss_ce_2: 0.3531 loss_bbox_2: 0.2098 loss_giou_2: 0.3774 loss_ce_3: 0.338 loss_bbox_3: 0.2023 loss_giou_3: 0.3576 loss_ce_4: 0.3166 loss_bbox_4: 0.1954 loss_giou_4: 0.3572 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:52:55] d2.utils.events INFO: eta: 23:02:51 iter: 155259 total_loss: 5.987 loss_ce: 0.3228 loss_bbox: 0.1899 loss_giou: 0.3488 loss_ce_0: 0.5145 loss_bbox_0: 0.3302 loss_giou_0: 0.5447 loss_ce_1: 0.4214 loss_bbox_1: 0.2201 loss_giou_1: 0.4077 loss_ce_2: 0.3558 loss_bbox_2: 0.2024 loss_giou_2: 0.3702 loss_ce_3: 0.3297 loss_bbox_3: 0.1922 loss_giou_3: 0.3543 loss_ce_4: 0.3228 loss_bbox_4: 0.1932 loss_giou_4: 0.3503 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:01] d2.utils.events INFO: eta: 23:02:37 iter: 155279 total_loss: 5.639 loss_ce: 0.3105 loss_bbox: 0.1795 loss_giou: 0.3445 loss_ce_0: 0.5025 loss_bbox_0: 0.3177 loss_giou_0: 0.5107 loss_ce_1: 0.408 loss_bbox_1: 0.2127 loss_giou_1: 0.3896 loss_ce_2: 0.3419 loss_bbox_2: 0.1888 loss_giou_2: 0.3462 loss_ce_3: 0.3118 loss_bbox_3: 0.1845 loss_giou_3: 0.3464 loss_ce_4: 0.3071 loss_bbox_4: 0.1832 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:07] d2.utils.events INFO: eta: 23:02:37 iter: 155299 total_loss: 6.006 loss_ce: 0.2956 loss_bbox: 0.2059 loss_giou: 0.3634 loss_ce_0: 0.4957 loss_bbox_0: 0.336 loss_giou_0: 0.5498 loss_ce_1: 0.4024 loss_bbox_1: 0.2356 loss_giou_1: 0.4108 loss_ce_2: 0.3356 loss_bbox_2: 0.2175 loss_giou_2: 0.366 loss_ce_3: 0.3041 loss_bbox_3: 0.2156 loss_giou_3: 0.368 loss_ce_4: 0.2936 loss_bbox_4: 0.2064 loss_giou_4: 0.36 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:13] d2.utils.events INFO: eta: 23:02:58 iter: 155319 total_loss: 5.74 loss_ce: 0.2903 loss_bbox: 0.1834 loss_giou: 0.346 loss_ce_0: 0.4968 loss_bbox_0: 0.3095 loss_giou_0: 0.5354 loss_ce_1: 0.3915 loss_bbox_1: 0.2122 loss_giou_1: 0.3953 loss_ce_2: 0.3469 loss_bbox_2: 0.1977 loss_giou_2: 0.37 loss_ce_3: 0.3115 loss_bbox_3: 0.1932 loss_giou_3: 0.3628 loss_ce_4: 0.2987 loss_bbox_4: 0.186 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:18] d2.utils.events INFO: eta: 23:02:25 iter: 155339 total_loss: 5.676 loss_ce: 0.2732 loss_bbox: 0.1969 loss_giou: 0.342 loss_ce_0: 0.4796 loss_bbox_0: 0.3305 loss_giou_0: 0.5081 loss_ce_1: 0.3781 loss_bbox_1: 0.2301 loss_giou_1: 0.3861 loss_ce_2: 0.3039 loss_bbox_2: 0.2085 loss_giou_2: 0.3579 loss_ce_3: 0.2833 loss_bbox_3: 0.2077 loss_giou_3: 0.3502 loss_ce_4: 0.2739 loss_bbox_4: 0.1981 loss_giou_4: 0.3419 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:24] d2.utils.events INFO: eta: 23:02:11 iter: 155359 total_loss: 5.774 loss_ce: 0.2982 loss_bbox: 0.1838 loss_giou: 0.3495 loss_ce_0: 0.5096 loss_bbox_0: 0.3134 loss_giou_0: 0.5145 loss_ce_1: 0.4 loss_bbox_1: 0.2182 loss_giou_1: 0.3975 loss_ce_2: 0.3395 loss_bbox_2: 0.1952 loss_giou_2: 0.3665 loss_ce_3: 0.3071 loss_bbox_3: 0.19 loss_giou_3: 0.3581 loss_ce_4: 0.2961 loss_bbox_4: 0.1893 loss_giou_4: 0.3495 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:30] d2.utils.events INFO: eta: 23:02:06 iter: 155379 total_loss: 5.862 loss_ce: 0.3142 loss_bbox: 0.1812 loss_giou: 0.3372 loss_ce_0: 0.5194 loss_bbox_0: 0.3102 loss_giou_0: 0.5333 loss_ce_1: 0.403 loss_bbox_1: 0.2146 loss_giou_1: 0.3917 loss_ce_2: 0.3486 loss_bbox_2: 0.2011 loss_giou_2: 0.3629 loss_ce_3: 0.3273 loss_bbox_3: 0.1922 loss_giou_3: 0.3463 loss_ce_4: 0.3153 loss_bbox_4: 0.1833 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:35] d2.utils.events INFO: eta: 23:01:25 iter: 155399 total_loss: 6.054 loss_ce: 0.3142 loss_bbox: 0.1881 loss_giou: 0.3453 loss_ce_0: 0.5272 loss_bbox_0: 0.3284 loss_giou_0: 0.5406 loss_ce_1: 0.4208 loss_bbox_1: 0.2278 loss_giou_1: 0.3996 loss_ce_2: 0.3636 loss_bbox_2: 0.2039 loss_giou_2: 0.3677 loss_ce_3: 0.3414 loss_bbox_3: 0.1966 loss_giou_3: 0.3552 loss_ce_4: 0.3206 loss_bbox_4: 0.1889 loss_giou_4: 0.346 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:41] d2.utils.events INFO: eta: 23:01:20 iter: 155419 total_loss: 5.992 loss_ce: 0.3025 loss_bbox: 0.1883 loss_giou: 0.3684 loss_ce_0: 0.5239 loss_bbox_0: 0.3132 loss_giou_0: 0.5691 loss_ce_1: 0.4154 loss_bbox_1: 0.2133 loss_giou_1: 0.4191 loss_ce_2: 0.3509 loss_bbox_2: 0.1962 loss_giou_2: 0.3864 loss_ce_3: 0.3146 loss_bbox_3: 0.196 loss_giou_3: 0.3764 loss_ce_4: 0.3028 loss_bbox_4: 0.1921 loss_giou_4: 0.3696 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:47] d2.utils.events INFO: eta: 23:01:44 iter: 155439 total_loss: 6.038 loss_ce: 0.2955 loss_bbox: 0.1955 loss_giou: 0.3744 loss_ce_0: 0.5162 loss_bbox_0: 0.3232 loss_giou_0: 0.5564 loss_ce_1: 0.3991 loss_bbox_1: 0.2251 loss_giou_1: 0.4296 loss_ce_2: 0.3421 loss_bbox_2: 0.2021 loss_giou_2: 0.3968 loss_ce_3: 0.3038 loss_bbox_3: 0.1934 loss_giou_3: 0.3829 loss_ce_4: 0.2936 loss_bbox_4: 0.194 loss_giou_4: 0.377 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:53] d2.utils.events INFO: eta: 23:01:08 iter: 155459 total_loss: 5.861 loss_ce: 0.3053 loss_bbox: 0.1868 loss_giou: 0.3446 loss_ce_0: 0.5161 loss_bbox_0: 0.321 loss_giou_0: 0.5191 loss_ce_1: 0.4023 loss_bbox_1: 0.2247 loss_giou_1: 0.3884 loss_ce_2: 0.3393 loss_bbox_2: 0.2047 loss_giou_2: 0.3593 loss_ce_3: 0.3162 loss_bbox_3: 0.1931 loss_giou_3: 0.3553 loss_ce_4: 0.3015 loss_bbox_4: 0.1901 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 01:53:58] d2.utils.events INFO: eta: 23:01:21 iter: 155479 total_loss: 5.64 loss_ce: 0.283 loss_bbox: 0.1978 loss_giou: 0.3228 loss_ce_0: 0.4883 loss_bbox_0: 0.3195 loss_giou_0: 0.4934 loss_ce_1: 0.393 loss_bbox_1: 0.2251 loss_giou_1: 0.3624 loss_ce_2: 0.3204 loss_bbox_2: 0.2107 loss_giou_2: 0.3425 loss_ce_3: 0.2941 loss_bbox_3: 0.2009 loss_giou_3: 0.3252 loss_ce_4: 0.282 loss_bbox_4: 0.1993 loss_giou_4: 0.3237 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:04] d2.utils.events INFO: eta: 23:00:57 iter: 155499 total_loss: 5.624 loss_ce: 0.2998 loss_bbox: 0.1915 loss_giou: 0.3359 loss_ce_0: 0.4962 loss_bbox_0: 0.326 loss_giou_0: 0.5026 loss_ce_1: 0.3822 loss_bbox_1: 0.2312 loss_giou_1: 0.3739 loss_ce_2: 0.3281 loss_bbox_2: 0.2078 loss_giou_2: 0.3454 loss_ce_3: 0.2994 loss_bbox_3: 0.1987 loss_giou_3: 0.3361 loss_ce_4: 0.3009 loss_bbox_4: 0.1947 loss_giou_4: 0.335 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:10] d2.utils.events INFO: eta: 23:00:11 iter: 155519 total_loss: 5.807 loss_ce: 0.2885 loss_bbox: 0.1898 loss_giou: 0.3417 loss_ce_0: 0.4965 loss_bbox_0: 0.3163 loss_giou_0: 0.523 loss_ce_1: 0.3911 loss_bbox_1: 0.2195 loss_giou_1: 0.3753 loss_ce_2: 0.3305 loss_bbox_2: 0.2004 loss_giou_2: 0.3543 loss_ce_3: 0.3074 loss_bbox_3: 0.1944 loss_giou_3: 0.3429 loss_ce_4: 0.2928 loss_bbox_4: 0.1864 loss_giou_4: 0.3328 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:15] d2.utils.events INFO: eta: 23:00:06 iter: 155539 total_loss: 5.91 loss_ce: 0.3018 loss_bbox: 0.1949 loss_giou: 0.3394 loss_ce_0: 0.5013 loss_bbox_0: 0.3416 loss_giou_0: 0.5479 loss_ce_1: 0.4039 loss_bbox_1: 0.2214 loss_giou_1: 0.4 loss_ce_2: 0.3406 loss_bbox_2: 0.2048 loss_giou_2: 0.3593 loss_ce_3: 0.3178 loss_bbox_3: 0.1967 loss_giou_3: 0.3481 loss_ce_4: 0.3068 loss_bbox_4: 0.195 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:21] d2.utils.events INFO: eta: 23:00:40 iter: 155559 total_loss: 5.888 loss_ce: 0.3103 loss_bbox: 0.1948 loss_giou: 0.3329 loss_ce_0: 0.4994 loss_bbox_0: 0.3378 loss_giou_0: 0.5059 loss_ce_1: 0.4178 loss_bbox_1: 0.2299 loss_giou_1: 0.3745 loss_ce_2: 0.3326 loss_bbox_2: 0.2114 loss_giou_2: 0.3477 loss_ce_3: 0.3205 loss_bbox_3: 0.1982 loss_giou_3: 0.3387 loss_ce_4: 0.3075 loss_bbox_4: 0.1935 loss_giou_4: 0.3327 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:27] d2.utils.events INFO: eta: 23:00:35 iter: 155579 total_loss: 5.972 loss_ce: 0.2979 loss_bbox: 0.1892 loss_giou: 0.3466 loss_ce_0: 0.5193 loss_bbox_0: 0.3232 loss_giou_0: 0.5335 loss_ce_1: 0.4083 loss_bbox_1: 0.2251 loss_giou_1: 0.3983 loss_ce_2: 0.3317 loss_bbox_2: 0.2058 loss_giou_2: 0.3681 loss_ce_3: 0.3045 loss_bbox_3: 0.1952 loss_giou_3: 0.3582 loss_ce_4: 0.293 loss_bbox_4: 0.1901 loss_giou_4: 0.3497 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:32] d2.utils.events INFO: eta: 22:59:56 iter: 155599 total_loss: 5.667 loss_ce: 0.289 loss_bbox: 0.1896 loss_giou: 0.3398 loss_ce_0: 0.4905 loss_bbox_0: 0.3238 loss_giou_0: 0.5292 loss_ce_1: 0.4033 loss_bbox_1: 0.2236 loss_giou_1: 0.386 loss_ce_2: 0.3238 loss_bbox_2: 0.2042 loss_giou_2: 0.3619 loss_ce_3: 0.2982 loss_bbox_3: 0.1943 loss_giou_3: 0.3536 loss_ce_4: 0.2892 loss_bbox_4: 0.1885 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:38] d2.utils.events INFO: eta: 23:00:54 iter: 155619 total_loss: 5.674 loss_ce: 0.2896 loss_bbox: 0.1879 loss_giou: 0.3451 loss_ce_0: 0.4915 loss_bbox_0: 0.3195 loss_giou_0: 0.5232 loss_ce_1: 0.3912 loss_bbox_1: 0.2264 loss_giou_1: 0.3919 loss_ce_2: 0.3256 loss_bbox_2: 0.1947 loss_giou_2: 0.3561 loss_ce_3: 0.2951 loss_bbox_3: 0.1913 loss_giou_3: 0.3457 loss_ce_4: 0.2887 loss_bbox_4: 0.1896 loss_giou_4: 0.3438 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:44] d2.utils.events INFO: eta: 23:00:33 iter: 155639 total_loss: 5.732 loss_ce: 0.2989 loss_bbox: 0.1892 loss_giou: 0.3396 loss_ce_0: 0.4964 loss_bbox_0: 0.335 loss_giou_0: 0.5236 loss_ce_1: 0.3942 loss_bbox_1: 0.2233 loss_giou_1: 0.3845 loss_ce_2: 0.34 loss_bbox_2: 0.2033 loss_giou_2: 0.3559 loss_ce_3: 0.3133 loss_bbox_3: 0.1902 loss_giou_3: 0.3419 loss_ce_4: 0.2969 loss_bbox_4: 0.1865 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:50] d2.utils.events INFO: eta: 23:00:47 iter: 155659 total_loss: 6.085 loss_ce: 0.3356 loss_bbox: 0.2015 loss_giou: 0.3454 loss_ce_0: 0.54 loss_bbox_0: 0.3497 loss_giou_0: 0.5194 loss_ce_1: 0.4474 loss_bbox_1: 0.2349 loss_giou_1: 0.3874 loss_ce_2: 0.3735 loss_bbox_2: 0.2182 loss_giou_2: 0.3582 loss_ce_3: 0.3458 loss_bbox_3: 0.2106 loss_giou_3: 0.3534 loss_ce_4: 0.339 loss_bbox_4: 0.2026 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 01:54:55] d2.utils.events INFO: eta: 23:00:39 iter: 155679 total_loss: 5.698 loss_ce: 0.3168 loss_bbox: 0.1864 loss_giou: 0.348 loss_ce_0: 0.5058 loss_bbox_0: 0.321 loss_giou_0: 0.5497 loss_ce_1: 0.4114 loss_bbox_1: 0.2236 loss_giou_1: 0.4027 loss_ce_2: 0.3562 loss_bbox_2: 0.2018 loss_giou_2: 0.3609 loss_ce_3: 0.3312 loss_bbox_3: 0.1931 loss_giou_3: 0.357 loss_ce_4: 0.3173 loss_bbox_4: 0.1874 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:01] d2.utils.events INFO: eta: 23:01:01 iter: 155699 total_loss: 5.879 loss_ce: 0.3045 loss_bbox: 0.1965 loss_giou: 0.3505 loss_ce_0: 0.5277 loss_bbox_0: 0.328 loss_giou_0: 0.5499 loss_ce_1: 0.4096 loss_bbox_1: 0.23 loss_giou_1: 0.3988 loss_ce_2: 0.3561 loss_bbox_2: 0.2119 loss_giou_2: 0.3654 loss_ce_3: 0.3196 loss_bbox_3: 0.2037 loss_giou_3: 0.3561 loss_ce_4: 0.3077 loss_bbox_4: 0.1975 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:07] d2.utils.events INFO: eta: 23:00:38 iter: 155719 total_loss: 5.896 loss_ce: 0.2992 loss_bbox: 0.1901 loss_giou: 0.3603 loss_ce_0: 0.4984 loss_bbox_0: 0.3144 loss_giou_0: 0.5371 loss_ce_1: 0.4 loss_bbox_1: 0.2196 loss_giou_1: 0.4117 loss_ce_2: 0.3338 loss_bbox_2: 0.2066 loss_giou_2: 0.3727 loss_ce_3: 0.3126 loss_bbox_3: 0.1967 loss_giou_3: 0.3685 loss_ce_4: 0.3084 loss_bbox_4: 0.1954 loss_giou_4: 0.3642 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:12] d2.utils.events INFO: eta: 23:00:26 iter: 155739 total_loss: 5.924 loss_ce: 0.3234 loss_bbox: 0.1992 loss_giou: 0.3485 loss_ce_0: 0.5314 loss_bbox_0: 0.3344 loss_giou_0: 0.5287 loss_ce_1: 0.417 loss_bbox_1: 0.2339 loss_giou_1: 0.3974 loss_ce_2: 0.36 loss_bbox_2: 0.2074 loss_giou_2: 0.3669 loss_ce_3: 0.3349 loss_bbox_3: 0.2009 loss_giou_3: 0.3626 loss_ce_4: 0.3246 loss_bbox_4: 0.2042 loss_giou_4: 0.3489 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:18] d2.utils.events INFO: eta: 22:59:16 iter: 155759 total_loss: 5.854 loss_ce: 0.2951 loss_bbox: 0.1864 loss_giou: 0.3535 loss_ce_0: 0.5045 loss_bbox_0: 0.3217 loss_giou_0: 0.5423 loss_ce_1: 0.4056 loss_bbox_1: 0.2224 loss_giou_1: 0.3988 loss_ce_2: 0.3437 loss_bbox_2: 0.2005 loss_giou_2: 0.3719 loss_ce_3: 0.3085 loss_bbox_3: 0.1896 loss_giou_3: 0.3601 loss_ce_4: 0.2952 loss_bbox_4: 0.187 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:24] d2.utils.events INFO: eta: 23:00:09 iter: 155779 total_loss: 5.947 loss_ce: 0.3025 loss_bbox: 0.1884 loss_giou: 0.3591 loss_ce_0: 0.5127 loss_bbox_0: 0.3153 loss_giou_0: 0.5525 loss_ce_1: 0.4131 loss_bbox_1: 0.2188 loss_giou_1: 0.4162 loss_ce_2: 0.3328 loss_bbox_2: 0.195 loss_giou_2: 0.3791 loss_ce_3: 0.3044 loss_bbox_3: 0.1878 loss_giou_3: 0.37 loss_ce_4: 0.305 loss_bbox_4: 0.1875 loss_giou_4: 0.3609 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:29] d2.utils.events INFO: eta: 23:00:07 iter: 155799 total_loss: 5.677 loss_ce: 0.3053 loss_bbox: 0.1876 loss_giou: 0.3284 loss_ce_0: 0.5039 loss_bbox_0: 0.3184 loss_giou_0: 0.5388 loss_ce_1: 0.3942 loss_bbox_1: 0.2186 loss_giou_1: 0.3861 loss_ce_2: 0.3323 loss_bbox_2: 0.1997 loss_giou_2: 0.3487 loss_ce_3: 0.3195 loss_bbox_3: 0.1977 loss_giou_3: 0.3357 loss_ce_4: 0.31 loss_bbox_4: 0.1895 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:35] d2.utils.events INFO: eta: 22:59:57 iter: 155819 total_loss: 6.197 loss_ce: 0.3261 loss_bbox: 0.1955 loss_giou: 0.3699 loss_ce_0: 0.524 loss_bbox_0: 0.3401 loss_giou_0: 0.5468 loss_ce_1: 0.415 loss_bbox_1: 0.2398 loss_giou_1: 0.4051 loss_ce_2: 0.3622 loss_bbox_2: 0.2139 loss_giou_2: 0.3886 loss_ce_3: 0.3302 loss_bbox_3: 0.2029 loss_giou_3: 0.3786 loss_ce_4: 0.3249 loss_bbox_4: 0.2031 loss_giou_4: 0.3714 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:41] d2.utils.events INFO: eta: 22:59:52 iter: 155839 total_loss: 5.737 loss_ce: 0.2961 loss_bbox: 0.2016 loss_giou: 0.3519 loss_ce_0: 0.5117 loss_bbox_0: 0.3274 loss_giou_0: 0.5036 loss_ce_1: 0.4038 loss_bbox_1: 0.228 loss_giou_1: 0.3933 loss_ce_2: 0.3429 loss_bbox_2: 0.2107 loss_giou_2: 0.365 loss_ce_3: 0.3187 loss_bbox_3: 0.2074 loss_giou_3: 0.3564 loss_ce_4: 0.2973 loss_bbox_4: 0.2033 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:47] d2.utils.events INFO: eta: 22:59:46 iter: 155859 total_loss: 5.893 loss_ce: 0.3026 loss_bbox: 0.1858 loss_giou: 0.3431 loss_ce_0: 0.5117 loss_bbox_0: 0.3378 loss_giou_0: 0.544 loss_ce_1: 0.4127 loss_bbox_1: 0.2217 loss_giou_1: 0.4078 loss_ce_2: 0.3376 loss_bbox_2: 0.2031 loss_giou_2: 0.3705 loss_ce_3: 0.3079 loss_bbox_3: 0.1953 loss_giou_3: 0.3559 loss_ce_4: 0.3033 loss_bbox_4: 0.1849 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:52] d2.utils.events INFO: eta: 23:00:40 iter: 155879 total_loss: 5.677 loss_ce: 0.2903 loss_bbox: 0.1851 loss_giou: 0.3397 loss_ce_0: 0.4992 loss_bbox_0: 0.3051 loss_giou_0: 0.5195 loss_ce_1: 0.3934 loss_bbox_1: 0.2164 loss_giou_1: 0.3974 loss_ce_2: 0.3249 loss_bbox_2: 0.201 loss_giou_2: 0.3706 loss_ce_3: 0.304 loss_bbox_3: 0.1921 loss_giou_3: 0.3464 loss_ce_4: 0.2915 loss_bbox_4: 0.1859 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 01:55:58] d2.utils.events INFO: eta: 23:00:54 iter: 155899 total_loss: 5.944 loss_ce: 0.3167 loss_bbox: 0.1693 loss_giou: 0.3509 loss_ce_0: 0.5077 loss_bbox_0: 0.3127 loss_giou_0: 0.5363 loss_ce_1: 0.4133 loss_bbox_1: 0.2095 loss_giou_1: 0.4004 loss_ce_2: 0.3626 loss_bbox_2: 0.1856 loss_giou_2: 0.3597 loss_ce_3: 0.3415 loss_bbox_3: 0.1769 loss_giou_3: 0.3592 loss_ce_4: 0.3234 loss_bbox_4: 0.1726 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:04] d2.utils.events INFO: eta: 23:01:05 iter: 155919 total_loss: 6.109 loss_ce: 0.3211 loss_bbox: 0.1921 loss_giou: 0.3757 loss_ce_0: 0.5105 loss_bbox_0: 0.3197 loss_giou_0: 0.5553 loss_ce_1: 0.4037 loss_bbox_1: 0.2248 loss_giou_1: 0.4142 loss_ce_2: 0.3551 loss_bbox_2: 0.2045 loss_giou_2: 0.3929 loss_ce_3: 0.3338 loss_bbox_3: 0.1988 loss_giou_3: 0.3814 loss_ce_4: 0.3219 loss_bbox_4: 0.197 loss_giou_4: 0.3803 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:10] d2.utils.events INFO: eta: 23:01:09 iter: 155939 total_loss: 5.968 loss_ce: 0.2888 loss_bbox: 0.188 loss_giou: 0.3575 loss_ce_0: 0.5128 loss_bbox_0: 0.3236 loss_giou_0: 0.5479 loss_ce_1: 0.4042 loss_bbox_1: 0.2202 loss_giou_1: 0.4073 loss_ce_2: 0.3285 loss_bbox_2: 0.2041 loss_giou_2: 0.3765 loss_ce_3: 0.3014 loss_bbox_3: 0.1943 loss_giou_3: 0.3682 loss_ce_4: 0.2894 loss_bbox_4: 0.1919 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:15] d2.utils.events INFO: eta: 23:01:40 iter: 155959 total_loss: 6.082 loss_ce: 0.3141 loss_bbox: 0.1844 loss_giou: 0.3699 loss_ce_0: 0.5148 loss_bbox_0: 0.3286 loss_giou_0: 0.5638 loss_ce_1: 0.4022 loss_bbox_1: 0.2153 loss_giou_1: 0.4157 loss_ce_2: 0.3502 loss_bbox_2: 0.1989 loss_giou_2: 0.389 loss_ce_3: 0.3171 loss_bbox_3: 0.1878 loss_giou_3: 0.3741 loss_ce_4: 0.3094 loss_bbox_4: 0.1857 loss_giou_4: 0.3709 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:21] d2.utils.events INFO: eta: 23:01:54 iter: 155979 total_loss: 5.993 loss_ce: 0.2971 loss_bbox: 0.2123 loss_giou: 0.3824 loss_ce_0: 0.4967 loss_bbox_0: 0.3406 loss_giou_0: 0.5565 loss_ce_1: 0.3983 loss_bbox_1: 0.2386 loss_giou_1: 0.4214 loss_ce_2: 0.3332 loss_bbox_2: 0.2238 loss_giou_2: 0.3965 loss_ce_3: 0.314 loss_bbox_3: 0.218 loss_giou_3: 0.389 loss_ce_4: 0.3023 loss_bbox_4: 0.2173 loss_giou_4: 0.3859 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:27] d2.utils.events INFO: eta: 23:01:49 iter: 155999 total_loss: 5.919 loss_ce: 0.3261 loss_bbox: 0.1872 loss_giou: 0.3345 loss_ce_0: 0.5399 loss_bbox_0: 0.326 loss_giou_0: 0.5337 loss_ce_1: 0.4339 loss_bbox_1: 0.2204 loss_giou_1: 0.3846 loss_ce_2: 0.3773 loss_bbox_2: 0.1984 loss_giou_2: 0.3501 loss_ce_3: 0.347 loss_bbox_3: 0.1929 loss_giou_3: 0.3421 loss_ce_4: 0.3285 loss_bbox_4: 0.1885 loss_giou_4: 0.335 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:32] d2.utils.events INFO: eta: 23:01:27 iter: 156019 total_loss: 5.674 loss_ce: 0.2992 loss_bbox: 0.1957 loss_giou: 0.3153 loss_ce_0: 0.5181 loss_bbox_0: 0.3127 loss_giou_0: 0.4826 loss_ce_1: 0.4054 loss_bbox_1: 0.2335 loss_giou_1: 0.3658 loss_ce_2: 0.3376 loss_bbox_2: 0.2136 loss_giou_2: 0.3362 loss_ce_3: 0.3079 loss_bbox_3: 0.2092 loss_giou_3: 0.3221 loss_ce_4: 0.3005 loss_bbox_4: 0.1973 loss_giou_4: 0.3197 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:38] d2.utils.events INFO: eta: 23:01:06 iter: 156039 total_loss: 5.839 loss_ce: 0.3026 loss_bbox: 0.186 loss_giou: 0.3398 loss_ce_0: 0.4962 loss_bbox_0: 0.319 loss_giou_0: 0.5216 loss_ce_1: 0.4097 loss_bbox_1: 0.2148 loss_giou_1: 0.3899 loss_ce_2: 0.3425 loss_bbox_2: 0.2051 loss_giou_2: 0.3623 loss_ce_3: 0.3106 loss_bbox_3: 0.1932 loss_giou_3: 0.3531 loss_ce_4: 0.3037 loss_bbox_4: 0.1867 loss_giou_4: 0.3425 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:44] d2.utils.events INFO: eta: 23:00:47 iter: 156059 total_loss: 5.772 loss_ce: 0.2983 loss_bbox: 0.1854 loss_giou: 0.332 loss_ce_0: 0.4995 loss_bbox_0: 0.3173 loss_giou_0: 0.524 loss_ce_1: 0.396 loss_bbox_1: 0.2202 loss_giou_1: 0.3787 loss_ce_2: 0.3311 loss_bbox_2: 0.1986 loss_giou_2: 0.3559 loss_ce_3: 0.3066 loss_bbox_3: 0.1972 loss_giou_3: 0.3406 loss_ce_4: 0.2983 loss_bbox_4: 0.1863 loss_giou_4: 0.3372 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:49] d2.utils.events INFO: eta: 23:00:20 iter: 156079 total_loss: 5.504 loss_ce: 0.2831 loss_bbox: 0.1706 loss_giou: 0.3002 loss_ce_0: 0.4916 loss_bbox_0: 0.3162 loss_giou_0: 0.4845 loss_ce_1: 0.3947 loss_bbox_1: 0.2071 loss_giou_1: 0.3541 loss_ce_2: 0.3227 loss_bbox_2: 0.1942 loss_giou_2: 0.3231 loss_ce_3: 0.2877 loss_bbox_3: 0.1875 loss_giou_3: 0.3052 loss_ce_4: 0.2824 loss_bbox_4: 0.1852 loss_giou_4: 0.3047 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 01:56:55] d2.utils.events INFO: eta: 22:59:57 iter: 156099 total_loss: 5.871 loss_ce: 0.3265 loss_bbox: 0.1819 loss_giou: 0.3564 loss_ce_0: 0.5222 loss_bbox_0: 0.3214 loss_giou_0: 0.5323 loss_ce_1: 0.4015 loss_bbox_1: 0.2243 loss_giou_1: 0.4155 loss_ce_2: 0.351 loss_bbox_2: 0.1922 loss_giou_2: 0.3791 loss_ce_3: 0.3292 loss_bbox_3: 0.1885 loss_giou_3: 0.3663 loss_ce_4: 0.3191 loss_bbox_4: 0.1823 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:01] d2.utils.events INFO: eta: 22:59:58 iter: 156119 total_loss: 5.863 loss_ce: 0.3045 loss_bbox: 0.1897 loss_giou: 0.3555 loss_ce_0: 0.5282 loss_bbox_0: 0.3165 loss_giou_0: 0.522 loss_ce_1: 0.4237 loss_bbox_1: 0.2154 loss_giou_1: 0.3949 loss_ce_2: 0.3442 loss_bbox_2: 0.1942 loss_giou_2: 0.364 loss_ce_3: 0.3211 loss_bbox_3: 0.1882 loss_giou_3: 0.3669 loss_ce_4: 0.3109 loss_bbox_4: 0.1892 loss_giou_4: 0.3596 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:06] d2.utils.events INFO: eta: 22:59:52 iter: 156139 total_loss: 5.719 loss_ce: 0.2901 loss_bbox: 0.1917 loss_giou: 0.3444 loss_ce_0: 0.4988 loss_bbox_0: 0.3331 loss_giou_0: 0.5322 loss_ce_1: 0.3893 loss_bbox_1: 0.2241 loss_giou_1: 0.3892 loss_ce_2: 0.3381 loss_bbox_2: 0.2028 loss_giou_2: 0.3623 loss_ce_3: 0.3055 loss_bbox_3: 0.1929 loss_giou_3: 0.3472 loss_ce_4: 0.2898 loss_bbox_4: 0.189 loss_giou_4: 0.3443 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:12] d2.utils.events INFO: eta: 22:59:47 iter: 156159 total_loss: 5.717 loss_ce: 0.3091 loss_bbox: 0.1827 loss_giou: 0.3391 loss_ce_0: 0.5203 loss_bbox_0: 0.3202 loss_giou_0: 0.5206 loss_ce_1: 0.4036 loss_bbox_1: 0.2142 loss_giou_1: 0.3894 loss_ce_2: 0.3443 loss_bbox_2: 0.1954 loss_giou_2: 0.3562 loss_ce_3: 0.3155 loss_bbox_3: 0.1887 loss_giou_3: 0.3464 loss_ce_4: 0.3077 loss_bbox_4: 0.1828 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:18] d2.utils.events INFO: eta: 22:59:28 iter: 156179 total_loss: 5.821 loss_ce: 0.319 loss_bbox: 0.192 loss_giou: 0.3389 loss_ce_0: 0.5172 loss_bbox_0: 0.3318 loss_giou_0: 0.502 loss_ce_1: 0.4109 loss_bbox_1: 0.2271 loss_giou_1: 0.3803 loss_ce_2: 0.3428 loss_bbox_2: 0.2022 loss_giou_2: 0.3541 loss_ce_3: 0.3258 loss_bbox_3: 0.1969 loss_giou_3: 0.3428 loss_ce_4: 0.3238 loss_bbox_4: 0.1927 loss_giou_4: 0.3395 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:24] d2.utils.events INFO: eta: 22:58:34 iter: 156199 total_loss: 6.022 loss_ce: 0.305 loss_bbox: 0.1863 loss_giou: 0.3694 loss_ce_0: 0.5273 loss_bbox_0: 0.3213 loss_giou_0: 0.5594 loss_ce_1: 0.4074 loss_bbox_1: 0.232 loss_giou_1: 0.4197 loss_ce_2: 0.3502 loss_bbox_2: 0.2105 loss_giou_2: 0.3924 loss_ce_3: 0.3137 loss_bbox_3: 0.1971 loss_giou_3: 0.3788 loss_ce_4: 0.3079 loss_bbox_4: 0.1891 loss_giou_4: 0.3793 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:29] d2.utils.events INFO: eta: 22:58:53 iter: 156219 total_loss: 5.851 loss_ce: 0.299 loss_bbox: 0.1971 loss_giou: 0.3498 loss_ce_0: 0.4953 loss_bbox_0: 0.329 loss_giou_0: 0.5497 loss_ce_1: 0.3981 loss_bbox_1: 0.232 loss_giou_1: 0.4012 loss_ce_2: 0.3404 loss_bbox_2: 0.2104 loss_giou_2: 0.3755 loss_ce_3: 0.3035 loss_bbox_3: 0.2025 loss_giou_3: 0.3645 loss_ce_4: 0.2971 loss_bbox_4: 0.1957 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:35] d2.utils.events INFO: eta: 22:58:23 iter: 156239 total_loss: 5.814 loss_ce: 0.3057 loss_bbox: 0.1953 loss_giou: 0.3403 loss_ce_0: 0.5067 loss_bbox_0: 0.3396 loss_giou_0: 0.5103 loss_ce_1: 0.4065 loss_bbox_1: 0.2373 loss_giou_1: 0.3836 loss_ce_2: 0.3402 loss_bbox_2: 0.2123 loss_giou_2: 0.3571 loss_ce_3: 0.3095 loss_bbox_3: 0.2117 loss_giou_3: 0.3482 loss_ce_4: 0.3017 loss_bbox_4: 0.1975 loss_giou_4: 0.3419 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:41] d2.utils.events INFO: eta: 22:58:17 iter: 156259 total_loss: 5.909 loss_ce: 0.2996 loss_bbox: 0.1982 loss_giou: 0.3574 loss_ce_0: 0.5185 loss_bbox_0: 0.3401 loss_giou_0: 0.5446 loss_ce_1: 0.4041 loss_bbox_1: 0.2342 loss_giou_1: 0.407 loss_ce_2: 0.3471 loss_bbox_2: 0.2129 loss_giou_2: 0.3752 loss_ce_3: 0.3137 loss_bbox_3: 0.207 loss_giou_3: 0.3669 loss_ce_4: 0.3001 loss_bbox_4: 0.1992 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:46] d2.utils.events INFO: eta: 22:59:09 iter: 156279 total_loss: 5.868 loss_ce: 0.3207 loss_bbox: 0.1805 loss_giou: 0.3422 loss_ce_0: 0.518 loss_bbox_0: 0.3266 loss_giou_0: 0.5538 loss_ce_1: 0.4251 loss_bbox_1: 0.2195 loss_giou_1: 0.402 loss_ce_2: 0.3673 loss_bbox_2: 0.1966 loss_giou_2: 0.3618 loss_ce_3: 0.3402 loss_bbox_3: 0.1877 loss_giou_3: 0.353 loss_ce_4: 0.3252 loss_bbox_4: 0.1823 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:52] d2.utils.events INFO: eta: 22:59:04 iter: 156299 total_loss: 5.902 loss_ce: 0.3161 loss_bbox: 0.1809 loss_giou: 0.3387 loss_ce_0: 0.5076 loss_bbox_0: 0.3212 loss_giou_0: 0.5168 loss_ce_1: 0.4091 loss_bbox_1: 0.2205 loss_giou_1: 0.3882 loss_ce_2: 0.3459 loss_bbox_2: 0.193 loss_giou_2: 0.3553 loss_ce_3: 0.3266 loss_bbox_3: 0.1852 loss_giou_3: 0.3411 loss_ce_4: 0.3139 loss_bbox_4: 0.1841 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 01:57:58] d2.utils.events INFO: eta: 22:58:17 iter: 156319 total_loss: 5.943 loss_ce: 0.2944 loss_bbox: 0.1992 loss_giou: 0.3485 loss_ce_0: 0.5096 loss_bbox_0: 0.3439 loss_giou_0: 0.5487 loss_ce_1: 0.39 loss_bbox_1: 0.2454 loss_giou_1: 0.4027 loss_ce_2: 0.3324 loss_bbox_2: 0.2191 loss_giou_2: 0.3661 loss_ce_3: 0.2969 loss_bbox_3: 0.209 loss_giou_3: 0.3571 loss_ce_4: 0.2912 loss_bbox_4: 0.2058 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:03] d2.utils.events INFO: eta: 22:58:20 iter: 156339 total_loss: 5.53 loss_ce: 0.3227 loss_bbox: 0.1921 loss_giou: 0.3297 loss_ce_0: 0.5102 loss_bbox_0: 0.3447 loss_giou_0: 0.5094 loss_ce_1: 0.3968 loss_bbox_1: 0.2333 loss_giou_1: 0.3765 loss_ce_2: 0.3517 loss_bbox_2: 0.205 loss_giou_2: 0.3447 loss_ce_3: 0.3227 loss_bbox_3: 0.199 loss_giou_3: 0.3368 loss_ce_4: 0.3148 loss_bbox_4: 0.192 loss_giou_4: 0.331 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:09] d2.utils.events INFO: eta: 22:58:03 iter: 156359 total_loss: 5.772 loss_ce: 0.3104 loss_bbox: 0.1814 loss_giou: 0.3437 loss_ce_0: 0.5063 loss_bbox_0: 0.3087 loss_giou_0: 0.539 loss_ce_1: 0.3934 loss_bbox_1: 0.2077 loss_giou_1: 0.4007 loss_ce_2: 0.3294 loss_bbox_2: 0.1915 loss_giou_2: 0.3668 loss_ce_3: 0.3195 loss_bbox_3: 0.1859 loss_giou_3: 0.3582 loss_ce_4: 0.309 loss_bbox_4: 0.184 loss_giou_4: 0.3484 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:15] d2.utils.events INFO: eta: 22:57:39 iter: 156379 total_loss: 5.738 loss_ce: 0.2976 loss_bbox: 0.2091 loss_giou: 0.3266 loss_ce_0: 0.4948 loss_bbox_0: 0.3242 loss_giou_0: 0.5057 loss_ce_1: 0.399 loss_bbox_1: 0.2232 loss_giou_1: 0.3634 loss_ce_2: 0.3271 loss_bbox_2: 0.2098 loss_giou_2: 0.342 loss_ce_3: 0.2925 loss_bbox_3: 0.1963 loss_giou_3: 0.3317 loss_ce_4: 0.2932 loss_bbox_4: 0.2037 loss_giou_4: 0.3296 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:20] d2.utils.events INFO: eta: 22:57:52 iter: 156399 total_loss: 5.992 loss_ce: 0.2862 loss_bbox: 0.1971 loss_giou: 0.3492 loss_ce_0: 0.4832 loss_bbox_0: 0.3384 loss_giou_0: 0.5462 loss_ce_1: 0.413 loss_bbox_1: 0.2348 loss_giou_1: 0.4056 loss_ce_2: 0.338 loss_bbox_2: 0.2086 loss_giou_2: 0.3729 loss_ce_3: 0.3047 loss_bbox_3: 0.1977 loss_giou_3: 0.3534 loss_ce_4: 0.2895 loss_bbox_4: 0.1947 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:26] d2.utils.events INFO: eta: 22:56:48 iter: 156419 total_loss: 5.76 loss_ce: 0.2915 loss_bbox: 0.1841 loss_giou: 0.3331 loss_ce_0: 0.5024 loss_bbox_0: 0.3259 loss_giou_0: 0.5228 loss_ce_1: 0.4015 loss_bbox_1: 0.2281 loss_giou_1: 0.3896 loss_ce_2: 0.3205 loss_bbox_2: 0.2025 loss_giou_2: 0.3457 loss_ce_3: 0.3011 loss_bbox_3: 0.197 loss_giou_3: 0.3384 loss_ce_4: 0.292 loss_bbox_4: 0.1902 loss_giou_4: 0.3384 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:32] d2.utils.events INFO: eta: 22:56:12 iter: 156439 total_loss: 5.657 loss_ce: 0.2669 loss_bbox: 0.191 loss_giou: 0.3253 loss_ce_0: 0.4762 loss_bbox_0: 0.3259 loss_giou_0: 0.5059 loss_ce_1: 0.3667 loss_bbox_1: 0.2263 loss_giou_1: 0.3767 loss_ce_2: 0.3049 loss_bbox_2: 0.2038 loss_giou_2: 0.3495 loss_ce_3: 0.2828 loss_bbox_3: 0.1958 loss_giou_3: 0.3377 loss_ce_4: 0.2714 loss_bbox_4: 0.1957 loss_giou_4: 0.3274 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:37] d2.utils.events INFO: eta: 22:56:15 iter: 156459 total_loss: 6.256 loss_ce: 0.309 loss_bbox: 0.2196 loss_giou: 0.3685 loss_ce_0: 0.5068 loss_bbox_0: 0.3513 loss_giou_0: 0.5414 loss_ce_1: 0.4029 loss_bbox_1: 0.2433 loss_giou_1: 0.41 loss_ce_2: 0.3508 loss_bbox_2: 0.2288 loss_giou_2: 0.3919 loss_ce_3: 0.3234 loss_bbox_3: 0.2219 loss_giou_3: 0.3755 loss_ce_4: 0.3024 loss_bbox_4: 0.2197 loss_giou_4: 0.3714 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:43] d2.utils.events INFO: eta: 22:55:46 iter: 156479 total_loss: 5.624 loss_ce: 0.2987 loss_bbox: 0.177 loss_giou: 0.3308 loss_ce_0: 0.4838 loss_bbox_0: 0.2959 loss_giou_0: 0.525 loss_ce_1: 0.3914 loss_bbox_1: 0.1996 loss_giou_1: 0.3756 loss_ce_2: 0.3272 loss_bbox_2: 0.1893 loss_giou_2: 0.3472 loss_ce_3: 0.3133 loss_bbox_3: 0.1802 loss_giou_3: 0.3389 loss_ce_4: 0.2951 loss_bbox_4: 0.1787 loss_giou_4: 0.3312 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:49] d2.utils.events INFO: eta: 22:56:45 iter: 156499 total_loss: 6.099 loss_ce: 0.294 loss_bbox: 0.185 loss_giou: 0.3578 loss_ce_0: 0.5053 loss_bbox_0: 0.324 loss_giou_0: 0.5679 loss_ce_1: 0.4041 loss_bbox_1: 0.217 loss_giou_1: 0.4302 loss_ce_2: 0.3554 loss_bbox_2: 0.1956 loss_giou_2: 0.3865 loss_ce_3: 0.3071 loss_bbox_3: 0.1892 loss_giou_3: 0.3711 loss_ce_4: 0.3 loss_bbox_4: 0.1861 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 01:58:54] d2.utils.events INFO: eta: 22:56:52 iter: 156519 total_loss: 5.74 loss_ce: 0.302 loss_bbox: 0.1885 loss_giou: 0.3323 loss_ce_0: 0.506 loss_bbox_0: 0.3147 loss_giou_0: 0.4967 loss_ce_1: 0.4102 loss_bbox_1: 0.221 loss_giou_1: 0.3611 loss_ce_2: 0.3413 loss_bbox_2: 0.2031 loss_giou_2: 0.3338 loss_ce_3: 0.305 loss_bbox_3: 0.1997 loss_giou_3: 0.3292 loss_ce_4: 0.3 loss_bbox_4: 0.1942 loss_giou_4: 0.3274 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:00] d2.utils.events INFO: eta: 22:56:45 iter: 156539 total_loss: 5.777 loss_ce: 0.3123 loss_bbox: 0.1778 loss_giou: 0.3403 loss_ce_0: 0.5118 loss_bbox_0: 0.3197 loss_giou_0: 0.5341 loss_ce_1: 0.4124 loss_bbox_1: 0.2169 loss_giou_1: 0.3961 loss_ce_2: 0.3455 loss_bbox_2: 0.1889 loss_giou_2: 0.3561 loss_ce_3: 0.3249 loss_bbox_3: 0.1825 loss_giou_3: 0.3465 loss_ce_4: 0.314 loss_bbox_4: 0.1789 loss_giou_4: 0.3422 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:06] d2.utils.events INFO: eta: 22:56:41 iter: 156559 total_loss: 6.138 loss_ce: 0.3122 loss_bbox: 0.185 loss_giou: 0.341 loss_ce_0: 0.5067 loss_bbox_0: 0.3301 loss_giou_0: 0.532 loss_ce_1: 0.407 loss_bbox_1: 0.2222 loss_giou_1: 0.3888 loss_ce_2: 0.3419 loss_bbox_2: 0.2004 loss_giou_2: 0.3597 loss_ce_3: 0.326 loss_bbox_3: 0.1962 loss_giou_3: 0.3555 loss_ce_4: 0.3229 loss_bbox_4: 0.1864 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:11] d2.utils.events INFO: eta: 22:57:10 iter: 156579 total_loss: 5.844 loss_ce: 0.2994 loss_bbox: 0.2123 loss_giou: 0.3479 loss_ce_0: 0.4943 loss_bbox_0: 0.3286 loss_giou_0: 0.5321 loss_ce_1: 0.3909 loss_bbox_1: 0.2384 loss_giou_1: 0.3983 loss_ce_2: 0.3382 loss_bbox_2: 0.222 loss_giou_2: 0.3768 loss_ce_3: 0.3137 loss_bbox_3: 0.2093 loss_giou_3: 0.3585 loss_ce_4: 0.3004 loss_bbox_4: 0.2046 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:17] d2.utils.events INFO: eta: 22:57:14 iter: 156599 total_loss: 5.98 loss_ce: 0.3075 loss_bbox: 0.1846 loss_giou: 0.3406 loss_ce_0: 0.5246 loss_bbox_0: 0.3314 loss_giou_0: 0.5406 loss_ce_1: 0.394 loss_bbox_1: 0.2128 loss_giou_1: 0.3946 loss_ce_2: 0.3421 loss_bbox_2: 0.1902 loss_giou_2: 0.358 loss_ce_3: 0.3184 loss_bbox_3: 0.1875 loss_giou_3: 0.3501 loss_ce_4: 0.3021 loss_bbox_4: 0.1894 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:23] d2.utils.events INFO: eta: 22:57:15 iter: 156619 total_loss: 5.755 loss_ce: 0.2885 loss_bbox: 0.1876 loss_giou: 0.3381 loss_ce_0: 0.4835 loss_bbox_0: 0.318 loss_giou_0: 0.519 loss_ce_1: 0.3995 loss_bbox_1: 0.2161 loss_giou_1: 0.3931 loss_ce_2: 0.3307 loss_bbox_2: 0.2058 loss_giou_2: 0.3614 loss_ce_3: 0.2919 loss_bbox_3: 0.1977 loss_giou_3: 0.3488 loss_ce_4: 0.2789 loss_bbox_4: 0.1926 loss_giou_4: 0.3425 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:28] d2.utils.events INFO: eta: 22:57:10 iter: 156639 total_loss: 5.429 loss_ce: 0.2797 loss_bbox: 0.1808 loss_giou: 0.3274 loss_ce_0: 0.5033 loss_bbox_0: 0.3153 loss_giou_0: 0.5214 loss_ce_1: 0.3988 loss_bbox_1: 0.21 loss_giou_1: 0.3842 loss_ce_2: 0.3257 loss_bbox_2: 0.1996 loss_giou_2: 0.3594 loss_ce_3: 0.2918 loss_bbox_3: 0.1921 loss_giou_3: 0.3371 loss_ce_4: 0.2783 loss_bbox_4: 0.1839 loss_giou_4: 0.3291 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:34] d2.utils.events INFO: eta: 22:57:24 iter: 156659 total_loss: 6.076 loss_ce: 0.3292 loss_bbox: 0.1964 loss_giou: 0.3924 loss_ce_0: 0.5222 loss_bbox_0: 0.3386 loss_giou_0: 0.5678 loss_ce_1: 0.4166 loss_bbox_1: 0.2383 loss_giou_1: 0.4356 loss_ce_2: 0.3616 loss_bbox_2: 0.2099 loss_giou_2: 0.402 loss_ce_3: 0.3388 loss_bbox_3: 0.2007 loss_giou_3: 0.4006 loss_ce_4: 0.326 loss_bbox_4: 0.1988 loss_giou_4: 0.3928 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:40] d2.utils.events INFO: eta: 22:57:24 iter: 156679 total_loss: 5.683 loss_ce: 0.2717 loss_bbox: 0.1803 loss_giou: 0.3445 loss_ce_0: 0.5029 loss_bbox_0: 0.3188 loss_giou_0: 0.5345 loss_ce_1: 0.3879 loss_bbox_1: 0.2219 loss_giou_1: 0.3956 loss_ce_2: 0.3115 loss_bbox_2: 0.199 loss_giou_2: 0.3586 loss_ce_3: 0.2866 loss_bbox_3: 0.1871 loss_giou_3: 0.3481 loss_ce_4: 0.2699 loss_bbox_4: 0.1822 loss_giou_4: 0.3451 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:46] d2.utils.events INFO: eta: 22:57:04 iter: 156699 total_loss: 5.69 loss_ce: 0.3031 loss_bbox: 0.1783 loss_giou: 0.3271 loss_ce_0: 0.4942 loss_bbox_0: 0.3181 loss_giou_0: 0.54 loss_ce_1: 0.3885 loss_bbox_1: 0.222 loss_giou_1: 0.3842 loss_ce_2: 0.3292 loss_bbox_2: 0.1995 loss_giou_2: 0.3527 loss_ce_3: 0.3086 loss_bbox_3: 0.1851 loss_giou_3: 0.3368 loss_ce_4: 0.3006 loss_bbox_4: 0.1801 loss_giou_4: 0.3312 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:51] d2.utils.events INFO: eta: 22:56:52 iter: 156719 total_loss: 6.089 loss_ce: 0.3108 loss_bbox: 0.185 loss_giou: 0.3445 loss_ce_0: 0.5337 loss_bbox_0: 0.3255 loss_giou_0: 0.5531 loss_ce_1: 0.415 loss_bbox_1: 0.2283 loss_giou_1: 0.4201 loss_ce_2: 0.3639 loss_bbox_2: 0.2 loss_giou_2: 0.3734 loss_ce_3: 0.316 loss_bbox_3: 0.193 loss_giou_3: 0.3463 loss_ce_4: 0.3123 loss_bbox_4: 0.1864 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 01:59:57] d2.utils.events INFO: eta: 22:56:46 iter: 156739 total_loss: 5.762 loss_ce: 0.3025 loss_bbox: 0.1908 loss_giou: 0.3317 loss_ce_0: 0.5097 loss_bbox_0: 0.3108 loss_giou_0: 0.4985 loss_ce_1: 0.408 loss_bbox_1: 0.223 loss_giou_1: 0.3764 loss_ce_2: 0.3424 loss_bbox_2: 0.2047 loss_giou_2: 0.3462 loss_ce_3: 0.3185 loss_bbox_3: 0.199 loss_giou_3: 0.3362 loss_ce_4: 0.3097 loss_bbox_4: 0.1958 loss_giou_4: 0.3337 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:03] d2.utils.events INFO: eta: 22:56:56 iter: 156759 total_loss: 5.933 loss_ce: 0.33 loss_bbox: 0.1879 loss_giou: 0.3404 loss_ce_0: 0.5057 loss_bbox_0: 0.3212 loss_giou_0: 0.5342 loss_ce_1: 0.4347 loss_bbox_1: 0.2168 loss_giou_1: 0.3794 loss_ce_2: 0.3693 loss_bbox_2: 0.1981 loss_giou_2: 0.3552 loss_ce_3: 0.3438 loss_bbox_3: 0.1928 loss_giou_3: 0.3433 loss_ce_4: 0.3363 loss_bbox_4: 0.1904 loss_giou_4: 0.3433 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:08] d2.utils.events INFO: eta: 22:56:16 iter: 156779 total_loss: 6.244 loss_ce: 0.317 loss_bbox: 0.2051 loss_giou: 0.354 loss_ce_0: 0.5293 loss_bbox_0: 0.3293 loss_giou_0: 0.5575 loss_ce_1: 0.4168 loss_bbox_1: 0.235 loss_giou_1: 0.4103 loss_ce_2: 0.3569 loss_bbox_2: 0.2101 loss_giou_2: 0.3794 loss_ce_3: 0.3352 loss_bbox_3: 0.2066 loss_giou_3: 0.3662 loss_ce_4: 0.322 loss_bbox_4: 0.2039 loss_giou_4: 0.3572 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:14] d2.utils.events INFO: eta: 22:56:14 iter: 156799 total_loss: 5.93 loss_ce: 0.3006 loss_bbox: 0.1921 loss_giou: 0.3577 loss_ce_0: 0.5002 loss_bbox_0: 0.3241 loss_giou_0: 0.5375 loss_ce_1: 0.4033 loss_bbox_1: 0.228 loss_giou_1: 0.4114 loss_ce_2: 0.3432 loss_bbox_2: 0.1978 loss_giou_2: 0.3733 loss_ce_3: 0.3095 loss_bbox_3: 0.1912 loss_giou_3: 0.3629 loss_ce_4: 0.3027 loss_bbox_4: 0.1942 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:20] d2.utils.events INFO: eta: 22:55:54 iter: 156819 total_loss: 5.916 loss_ce: 0.3053 loss_bbox: 0.1945 loss_giou: 0.3517 loss_ce_0: 0.5226 loss_bbox_0: 0.3248 loss_giou_0: 0.5284 loss_ce_1: 0.4198 loss_bbox_1: 0.2279 loss_giou_1: 0.4009 loss_ce_2: 0.3444 loss_bbox_2: 0.2089 loss_giou_2: 0.3727 loss_ce_3: 0.3169 loss_bbox_3: 0.1979 loss_giou_3: 0.3608 loss_ce_4: 0.3131 loss_bbox_4: 0.1987 loss_giou_4: 0.3571 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:25] d2.utils.events INFO: eta: 22:55:45 iter: 156839 total_loss: 5.727 loss_ce: 0.283 loss_bbox: 0.1788 loss_giou: 0.3536 loss_ce_0: 0.4868 loss_bbox_0: 0.3089 loss_giou_0: 0.5475 loss_ce_1: 0.3906 loss_bbox_1: 0.21 loss_giou_1: 0.3975 loss_ce_2: 0.3186 loss_bbox_2: 0.1957 loss_giou_2: 0.3714 loss_ce_3: 0.293 loss_bbox_3: 0.1891 loss_giou_3: 0.3617 loss_ce_4: 0.2811 loss_bbox_4: 0.1813 loss_giou_4: 0.3573 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:31] d2.utils.events INFO: eta: 22:55:25 iter: 156859 total_loss: 5.667 loss_ce: 0.2809 loss_bbox: 0.1913 loss_giou: 0.3363 loss_ce_0: 0.4998 loss_bbox_0: 0.3408 loss_giou_0: 0.5356 loss_ce_1: 0.3961 loss_bbox_1: 0.2277 loss_giou_1: 0.3887 loss_ce_2: 0.3226 loss_bbox_2: 0.2094 loss_giou_2: 0.3556 loss_ce_3: 0.2994 loss_bbox_3: 0.2002 loss_giou_3: 0.3416 loss_ce_4: 0.2808 loss_bbox_4: 0.1946 loss_giou_4: 0.3347 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:37] d2.utils.events INFO: eta: 22:55:11 iter: 156879 total_loss: 6.194 loss_ce: 0.3215 loss_bbox: 0.1913 loss_giou: 0.3427 loss_ce_0: 0.5324 loss_bbox_0: 0.3355 loss_giou_0: 0.5417 loss_ce_1: 0.4246 loss_bbox_1: 0.2285 loss_giou_1: 0.3974 loss_ce_2: 0.3699 loss_bbox_2: 0.2094 loss_giou_2: 0.37 loss_ce_3: 0.3317 loss_bbox_3: 0.2013 loss_giou_3: 0.3583 loss_ce_4: 0.3186 loss_bbox_4: 0.1948 loss_giou_4: 0.3484 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:42] d2.utils.events INFO: eta: 22:54:54 iter: 156899 total_loss: 5.77 loss_ce: 0.3052 loss_bbox: 0.1832 loss_giou: 0.3563 loss_ce_0: 0.4983 loss_bbox_0: 0.3289 loss_giou_0: 0.5533 loss_ce_1: 0.3933 loss_bbox_1: 0.2217 loss_giou_1: 0.4253 loss_ce_2: 0.3344 loss_bbox_2: 0.2028 loss_giou_2: 0.3796 loss_ce_3: 0.3161 loss_bbox_3: 0.1922 loss_giou_3: 0.3675 loss_ce_4: 0.3063 loss_bbox_4: 0.185 loss_giou_4: 0.3599 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:48] d2.utils.events INFO: eta: 22:54:41 iter: 156919 total_loss: 5.953 loss_ce: 0.2979 loss_bbox: 0.1987 loss_giou: 0.3789 loss_ce_0: 0.5126 loss_bbox_0: 0.319 loss_giou_0: 0.5568 loss_ce_1: 0.4069 loss_bbox_1: 0.232 loss_giou_1: 0.4193 loss_ce_2: 0.3455 loss_bbox_2: 0.2152 loss_giou_2: 0.3947 loss_ce_3: 0.3224 loss_bbox_3: 0.2047 loss_giou_3: 0.3859 loss_ce_4: 0.3022 loss_bbox_4: 0.1991 loss_giou_4: 0.3785 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:00:54] d2.utils.events INFO: eta: 22:54:50 iter: 156939 total_loss: 6.099 loss_ce: 0.3249 loss_bbox: 0.1988 loss_giou: 0.371 loss_ce_0: 0.521 loss_bbox_0: 0.3341 loss_giou_0: 0.5711 loss_ce_1: 0.4116 loss_bbox_1: 0.2385 loss_giou_1: 0.424 loss_ce_2: 0.3536 loss_bbox_2: 0.2104 loss_giou_2: 0.3845 loss_ce_3: 0.3386 loss_bbox_3: 0.2075 loss_giou_3: 0.38 loss_ce_4: 0.3264 loss_bbox_4: 0.2006 loss_giou_4: 0.3754 time: 0.2802 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:00] d2.utils.events INFO: eta: 22:54:27 iter: 156959 total_loss: 5.674 loss_ce: 0.3028 loss_bbox: 0.1827 loss_giou: 0.3322 loss_ce_0: 0.4961 loss_bbox_0: 0.3106 loss_giou_0: 0.4926 loss_ce_1: 0.3864 loss_bbox_1: 0.2143 loss_giou_1: 0.377 loss_ce_2: 0.3299 loss_bbox_2: 0.1988 loss_giou_2: 0.3479 loss_ce_3: 0.3096 loss_bbox_3: 0.1919 loss_giou_3: 0.3425 loss_ce_4: 0.2973 loss_bbox_4: 0.1822 loss_giou_4: 0.3323 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:05] d2.utils.events INFO: eta: 22:54:22 iter: 156979 total_loss: 5.947 loss_ce: 0.3025 loss_bbox: 0.1862 loss_giou: 0.3526 loss_ce_0: 0.5082 loss_bbox_0: 0.3194 loss_giou_0: 0.5339 loss_ce_1: 0.4162 loss_bbox_1: 0.2154 loss_giou_1: 0.3979 loss_ce_2: 0.3467 loss_bbox_2: 0.1959 loss_giou_2: 0.3694 loss_ce_3: 0.3112 loss_bbox_3: 0.1877 loss_giou_3: 0.3626 loss_ce_4: 0.301 loss_bbox_4: 0.184 loss_giou_4: 0.3609 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:11] d2.utils.events INFO: eta: 22:54:18 iter: 156999 total_loss: 6.25 loss_ce: 0.3382 loss_bbox: 0.1982 loss_giou: 0.3564 loss_ce_0: 0.5338 loss_bbox_0: 0.3353 loss_giou_0: 0.557 loss_ce_1: 0.4236 loss_bbox_1: 0.2305 loss_giou_1: 0.4032 loss_ce_2: 0.3755 loss_bbox_2: 0.2112 loss_giou_2: 0.3708 loss_ce_3: 0.3378 loss_bbox_3: 0.203 loss_giou_3: 0.3632 loss_ce_4: 0.3287 loss_bbox_4: 0.1994 loss_giou_4: 0.357 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:17] d2.utils.events INFO: eta: 22:54:32 iter: 157019 total_loss: 5.54 loss_ce: 0.2859 loss_bbox: 0.1837 loss_giou: 0.3267 loss_ce_0: 0.5098 loss_bbox_0: 0.3234 loss_giou_0: 0.5256 loss_ce_1: 0.4022 loss_bbox_1: 0.2172 loss_giou_1: 0.3804 loss_ce_2: 0.3397 loss_bbox_2: 0.1985 loss_giou_2: 0.343 loss_ce_3: 0.2989 loss_bbox_3: 0.1909 loss_giou_3: 0.3349 loss_ce_4: 0.2901 loss_bbox_4: 0.1848 loss_giou_4: 0.3316 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:22] d2.utils.events INFO: eta: 22:54:52 iter: 157039 total_loss: 5.845 loss_ce: 0.3058 loss_bbox: 0.1957 loss_giou: 0.351 loss_ce_0: 0.519 loss_bbox_0: 0.3301 loss_giou_0: 0.5351 loss_ce_1: 0.3975 loss_bbox_1: 0.2309 loss_giou_1: 0.3905 loss_ce_2: 0.3424 loss_bbox_2: 0.2148 loss_giou_2: 0.3715 loss_ce_3: 0.3162 loss_bbox_3: 0.2096 loss_giou_3: 0.3656 loss_ce_4: 0.3074 loss_bbox_4: 0.1999 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:28] d2.utils.events INFO: eta: 22:55:04 iter: 157059 total_loss: 6.014 loss_ce: 0.3135 loss_bbox: 0.194 loss_giou: 0.3593 loss_ce_0: 0.5171 loss_bbox_0: 0.3232 loss_giou_0: 0.5618 loss_ce_1: 0.4195 loss_bbox_1: 0.222 loss_giou_1: 0.4169 loss_ce_2: 0.354 loss_bbox_2: 0.2066 loss_giou_2: 0.3812 loss_ce_3: 0.3247 loss_bbox_3: 0.196 loss_giou_3: 0.3699 loss_ce_4: 0.3105 loss_bbox_4: 0.1964 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:34] d2.utils.events INFO: eta: 22:54:58 iter: 157079 total_loss: 6.346 loss_ce: 0.3063 loss_bbox: 0.1999 loss_giou: 0.3745 loss_ce_0: 0.5148 loss_bbox_0: 0.3445 loss_giou_0: 0.5434 loss_ce_1: 0.4268 loss_bbox_1: 0.2358 loss_giou_1: 0.4189 loss_ce_2: 0.3526 loss_bbox_2: 0.2107 loss_giou_2: 0.3878 loss_ce_3: 0.3195 loss_bbox_3: 0.2072 loss_giou_3: 0.3784 loss_ce_4: 0.3083 loss_bbox_4: 0.2006 loss_giou_4: 0.3747 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:40] d2.utils.events INFO: eta: 22:55:05 iter: 157099 total_loss: 5.9 loss_ce: 0.3078 loss_bbox: 0.1862 loss_giou: 0.3257 loss_ce_0: 0.5211 loss_bbox_0: 0.3159 loss_giou_0: 0.5092 loss_ce_1: 0.4232 loss_bbox_1: 0.2103 loss_giou_1: 0.3705 loss_ce_2: 0.3443 loss_bbox_2: 0.1896 loss_giou_2: 0.3434 loss_ce_3: 0.3204 loss_bbox_3: 0.1939 loss_giou_3: 0.3368 loss_ce_4: 0.3054 loss_bbox_4: 0.1868 loss_giou_4: 0.3321 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:45] d2.utils.events INFO: eta: 22:55:14 iter: 157119 total_loss: 6.001 loss_ce: 0.3169 loss_bbox: 0.187 loss_giou: 0.3339 loss_ce_0: 0.53 loss_bbox_0: 0.3166 loss_giou_0: 0.5388 loss_ce_1: 0.4081 loss_bbox_1: 0.2234 loss_giou_1: 0.3978 loss_ce_2: 0.3471 loss_bbox_2: 0.2014 loss_giou_2: 0.3627 loss_ce_3: 0.3168 loss_bbox_3: 0.1927 loss_giou_3: 0.353 loss_ce_4: 0.3176 loss_bbox_4: 0.1901 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:51] d2.utils.events INFO: eta: 22:54:58 iter: 157139 total_loss: 5.988 loss_ce: 0.3217 loss_bbox: 0.1892 loss_giou: 0.3543 loss_ce_0: 0.5165 loss_bbox_0: 0.3103 loss_giou_0: 0.5623 loss_ce_1: 0.4131 loss_bbox_1: 0.223 loss_giou_1: 0.4012 loss_ce_2: 0.3497 loss_bbox_2: 0.2007 loss_giou_2: 0.3795 loss_ce_3: 0.3214 loss_bbox_3: 0.2047 loss_giou_3: 0.3653 loss_ce_4: 0.3134 loss_bbox_4: 0.1943 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 02:01:57] d2.utils.events INFO: eta: 22:54:48 iter: 157159 total_loss: 6.162 loss_ce: 0.3165 loss_bbox: 0.1946 loss_giou: 0.3611 loss_ce_0: 0.5186 loss_bbox_0: 0.338 loss_giou_0: 0.5687 loss_ce_1: 0.4264 loss_bbox_1: 0.2359 loss_giou_1: 0.4196 loss_ce_2: 0.3524 loss_bbox_2: 0.2111 loss_giou_2: 0.3786 loss_ce_3: 0.3223 loss_bbox_3: 0.2089 loss_giou_3: 0.3755 loss_ce_4: 0.3152 loss_bbox_4: 0.1991 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:02] d2.utils.events INFO: eta: 22:55:08 iter: 157179 total_loss: 5.813 loss_ce: 0.3064 loss_bbox: 0.2032 loss_giou: 0.3409 loss_ce_0: 0.5174 loss_bbox_0: 0.3291 loss_giou_0: 0.5181 loss_ce_1: 0.4196 loss_bbox_1: 0.2389 loss_giou_1: 0.3816 loss_ce_2: 0.35 loss_bbox_2: 0.2147 loss_giou_2: 0.3535 loss_ce_3: 0.3207 loss_bbox_3: 0.2099 loss_giou_3: 0.3446 loss_ce_4: 0.3076 loss_bbox_4: 0.2085 loss_giou_4: 0.3409 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:08] d2.utils.events INFO: eta: 22:55:11 iter: 157199 total_loss: 5.805 loss_ce: 0.2866 loss_bbox: 0.1878 loss_giou: 0.3434 loss_ce_0: 0.494 loss_bbox_0: 0.3275 loss_giou_0: 0.5275 loss_ce_1: 0.4084 loss_bbox_1: 0.2193 loss_giou_1: 0.3876 loss_ce_2: 0.3259 loss_bbox_2: 0.2047 loss_giou_2: 0.3679 loss_ce_3: 0.2992 loss_bbox_3: 0.1964 loss_giou_3: 0.3544 loss_ce_4: 0.2877 loss_bbox_4: 0.1912 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:14] d2.utils.events INFO: eta: 22:55:13 iter: 157219 total_loss: 5.593 loss_ce: 0.2828 loss_bbox: 0.1878 loss_giou: 0.3368 loss_ce_0: 0.5061 loss_bbox_0: 0.3244 loss_giou_0: 0.5372 loss_ce_1: 0.3957 loss_bbox_1: 0.2189 loss_giou_1: 0.3921 loss_ce_2: 0.3194 loss_bbox_2: 0.2021 loss_giou_2: 0.3588 loss_ce_3: 0.3029 loss_bbox_3: 0.1918 loss_giou_3: 0.353 loss_ce_4: 0.2864 loss_bbox_4: 0.1871 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:20] d2.utils.events INFO: eta: 22:55:45 iter: 157239 total_loss: 5.88 loss_ce: 0.3098 loss_bbox: 0.1833 loss_giou: 0.363 loss_ce_0: 0.4997 loss_bbox_0: 0.332 loss_giou_0: 0.5538 loss_ce_1: 0.4022 loss_bbox_1: 0.2174 loss_giou_1: 0.415 loss_ce_2: 0.3418 loss_bbox_2: 0.2006 loss_giou_2: 0.3809 loss_ce_3: 0.3191 loss_bbox_3: 0.1887 loss_giou_3: 0.3644 loss_ce_4: 0.3169 loss_bbox_4: 0.1825 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:25] d2.utils.events INFO: eta: 22:56:14 iter: 157259 total_loss: 6.023 loss_ce: 0.3284 loss_bbox: 0.1885 loss_giou: 0.356 loss_ce_0: 0.5154 loss_bbox_0: 0.3237 loss_giou_0: 0.5409 loss_ce_1: 0.4202 loss_bbox_1: 0.2191 loss_giou_1: 0.3973 loss_ce_2: 0.3717 loss_bbox_2: 0.2054 loss_giou_2: 0.3741 loss_ce_3: 0.3498 loss_bbox_3: 0.1964 loss_giou_3: 0.3634 loss_ce_4: 0.3373 loss_bbox_4: 0.1951 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:31] d2.utils.events INFO: eta: 22:55:36 iter: 157279 total_loss: 6.122 loss_ce: 0.3263 loss_bbox: 0.1801 loss_giou: 0.3478 loss_ce_0: 0.5218 loss_bbox_0: 0.3159 loss_giou_0: 0.537 loss_ce_1: 0.4012 loss_bbox_1: 0.2177 loss_giou_1: 0.399 loss_ce_2: 0.359 loss_bbox_2: 0.1987 loss_giou_2: 0.3682 loss_ce_3: 0.3331 loss_bbox_3: 0.1942 loss_giou_3: 0.3664 loss_ce_4: 0.3291 loss_bbox_4: 0.1857 loss_giou_4: 0.3542 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:37] d2.utils.events INFO: eta: 22:55:40 iter: 157299 total_loss: 6.207 loss_ce: 0.3347 loss_bbox: 0.2083 loss_giou: 0.3583 loss_ce_0: 0.5234 loss_bbox_0: 0.3439 loss_giou_0: 0.5275 loss_ce_1: 0.4176 loss_bbox_1: 0.2464 loss_giou_1: 0.3991 loss_ce_2: 0.3611 loss_bbox_2: 0.2287 loss_giou_2: 0.3801 loss_ce_3: 0.3405 loss_bbox_3: 0.2159 loss_giou_3: 0.3712 loss_ce_4: 0.3345 loss_bbox_4: 0.2168 loss_giou_4: 0.3694 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:42] d2.utils.events INFO: eta: 22:55:57 iter: 157319 total_loss: 6.088 loss_ce: 0.3188 loss_bbox: 0.2015 loss_giou: 0.3698 loss_ce_0: 0.5082 loss_bbox_0: 0.3368 loss_giou_0: 0.5623 loss_ce_1: 0.408 loss_bbox_1: 0.2392 loss_giou_1: 0.4275 loss_ce_2: 0.3533 loss_bbox_2: 0.2131 loss_giou_2: 0.3906 loss_ce_3: 0.3266 loss_bbox_3: 0.2063 loss_giou_3: 0.3782 loss_ce_4: 0.3223 loss_bbox_4: 0.2045 loss_giou_4: 0.3771 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:48] d2.utils.events INFO: eta: 22:55:53 iter: 157339 total_loss: 5.677 loss_ce: 0.2786 loss_bbox: 0.1843 loss_giou: 0.3373 loss_ce_0: 0.4919 loss_bbox_0: 0.3142 loss_giou_0: 0.5283 loss_ce_1: 0.3832 loss_bbox_1: 0.2224 loss_giou_1: 0.3874 loss_ce_2: 0.3178 loss_bbox_2: 0.1989 loss_giou_2: 0.3543 loss_ce_3: 0.2869 loss_bbox_3: 0.1934 loss_giou_3: 0.3446 loss_ce_4: 0.2879 loss_bbox_4: 0.1861 loss_giou_4: 0.3357 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:54] d2.utils.events INFO: eta: 22:55:53 iter: 157359 total_loss: 5.654 loss_ce: 0.2969 loss_bbox: 0.1619 loss_giou: 0.3375 loss_ce_0: 0.5195 loss_bbox_0: 0.2965 loss_giou_0: 0.541 loss_ce_1: 0.4209 loss_bbox_1: 0.2 loss_giou_1: 0.393 loss_ce_2: 0.3477 loss_bbox_2: 0.1811 loss_giou_2: 0.3532 loss_ce_3: 0.3047 loss_bbox_3: 0.1713 loss_giou_3: 0.3444 loss_ce_4: 0.287 loss_bbox_4: 0.1662 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 02:02:59] d2.utils.events INFO: eta: 22:55:42 iter: 157379 total_loss: 5.845 loss_ce: 0.307 loss_bbox: 0.2071 loss_giou: 0.3495 loss_ce_0: 0.5147 loss_bbox_0: 0.3216 loss_giou_0: 0.5254 loss_ce_1: 0.4069 loss_bbox_1: 0.2272 loss_giou_1: 0.3895 loss_ce_2: 0.3478 loss_bbox_2: 0.2147 loss_giou_2: 0.3625 loss_ce_3: 0.3124 loss_bbox_3: 0.2165 loss_giou_3: 0.3627 loss_ce_4: 0.303 loss_bbox_4: 0.2098 loss_giou_4: 0.3482 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:05] d2.utils.events INFO: eta: 22:55:26 iter: 157399 total_loss: 5.836 loss_ce: 0.315 loss_bbox: 0.1864 loss_giou: 0.3277 loss_ce_0: 0.5265 loss_bbox_0: 0.3289 loss_giou_0: 0.4766 loss_ce_1: 0.4164 loss_bbox_1: 0.2237 loss_giou_1: 0.3661 loss_ce_2: 0.3508 loss_bbox_2: 0.2042 loss_giou_2: 0.353 loss_ce_3: 0.319 loss_bbox_3: 0.1935 loss_giou_3: 0.3318 loss_ce_4: 0.3005 loss_bbox_4: 0.1851 loss_giou_4: 0.3314 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:11] d2.utils.events INFO: eta: 22:55:36 iter: 157419 total_loss: 6.036 loss_ce: 0.3151 loss_bbox: 0.2021 loss_giou: 0.3535 loss_ce_0: 0.523 loss_bbox_0: 0.3414 loss_giou_0: 0.5496 loss_ce_1: 0.4086 loss_bbox_1: 0.24 loss_giou_1: 0.4146 loss_ce_2: 0.3451 loss_bbox_2: 0.2163 loss_giou_2: 0.3669 loss_ce_3: 0.3194 loss_bbox_3: 0.2061 loss_giou_3: 0.3586 loss_ce_4: 0.3237 loss_bbox_4: 0.2013 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:16] d2.utils.events INFO: eta: 22:55:25 iter: 157439 total_loss: 5.903 loss_ce: 0.3008 loss_bbox: 0.1937 loss_giou: 0.3383 loss_ce_0: 0.5281 loss_bbox_0: 0.326 loss_giou_0: 0.4976 loss_ce_1: 0.418 loss_bbox_1: 0.2261 loss_giou_1: 0.3773 loss_ce_2: 0.3504 loss_bbox_2: 0.2072 loss_giou_2: 0.3525 loss_ce_3: 0.3171 loss_bbox_3: 0.2018 loss_giou_3: 0.3424 loss_ce_4: 0.3105 loss_bbox_4: 0.1959 loss_giou_4: 0.3347 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:22] d2.utils.events INFO: eta: 22:55:22 iter: 157459 total_loss: 5.954 loss_ce: 0.3095 loss_bbox: 0.1993 loss_giou: 0.3339 loss_ce_0: 0.521 loss_bbox_0: 0.3382 loss_giou_0: 0.5476 loss_ce_1: 0.4196 loss_bbox_1: 0.2348 loss_giou_1: 0.39 loss_ce_2: 0.34 loss_bbox_2: 0.2125 loss_giou_2: 0.3523 loss_ce_3: 0.313 loss_bbox_3: 0.2065 loss_giou_3: 0.343 loss_ce_4: 0.3088 loss_bbox_4: 0.2005 loss_giou_4: 0.3364 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:28] d2.utils.events INFO: eta: 22:55:09 iter: 157479 total_loss: 5.668 loss_ce: 0.2859 loss_bbox: 0.1897 loss_giou: 0.3412 loss_ce_0: 0.4833 loss_bbox_0: 0.3106 loss_giou_0: 0.5001 loss_ce_1: 0.382 loss_bbox_1: 0.2234 loss_giou_1: 0.3854 loss_ce_2: 0.3218 loss_bbox_2: 0.2039 loss_giou_2: 0.3565 loss_ce_3: 0.2926 loss_bbox_3: 0.1978 loss_giou_3: 0.3591 loss_ce_4: 0.2899 loss_bbox_4: 0.1909 loss_giou_4: 0.3513 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:33] d2.utils.events INFO: eta: 22:54:34 iter: 157499 total_loss: 5.834 loss_ce: 0.309 loss_bbox: 0.1762 loss_giou: 0.3545 loss_ce_0: 0.5138 loss_bbox_0: 0.3156 loss_giou_0: 0.553 loss_ce_1: 0.4039 loss_bbox_1: 0.212 loss_giou_1: 0.3943 loss_ce_2: 0.3518 loss_bbox_2: 0.1916 loss_giou_2: 0.3659 loss_ce_3: 0.3172 loss_bbox_3: 0.1807 loss_giou_3: 0.3615 loss_ce_4: 0.3124 loss_bbox_4: 0.1768 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:39] d2.utils.events INFO: eta: 22:54:38 iter: 157519 total_loss: 6.282 loss_ce: 0.3327 loss_bbox: 0.1918 loss_giou: 0.3785 loss_ce_0: 0.5371 loss_bbox_0: 0.3436 loss_giou_0: 0.5722 loss_ce_1: 0.4369 loss_bbox_1: 0.2452 loss_giou_1: 0.439 loss_ce_2: 0.3868 loss_bbox_2: 0.2146 loss_giou_2: 0.3999 loss_ce_3: 0.3483 loss_bbox_3: 0.2063 loss_giou_3: 0.3944 loss_ce_4: 0.3343 loss_bbox_4: 0.1965 loss_giou_4: 0.3789 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:45] d2.utils.events INFO: eta: 22:54:59 iter: 157539 total_loss: 5.967 loss_ce: 0.3069 loss_bbox: 0.1927 loss_giou: 0.3598 loss_ce_0: 0.5239 loss_bbox_0: 0.3269 loss_giou_0: 0.5486 loss_ce_1: 0.4053 loss_bbox_1: 0.2314 loss_giou_1: 0.4189 loss_ce_2: 0.341 loss_bbox_2: 0.2081 loss_giou_2: 0.3793 loss_ce_3: 0.3125 loss_bbox_3: 0.1964 loss_giou_3: 0.3759 loss_ce_4: 0.3067 loss_bbox_4: 0.1914 loss_giou_4: 0.3656 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:51] d2.utils.events INFO: eta: 22:54:36 iter: 157559 total_loss: 6.015 loss_ce: 0.2898 loss_bbox: 0.1965 loss_giou: 0.366 loss_ce_0: 0.5155 loss_bbox_0: 0.3229 loss_giou_0: 0.5294 loss_ce_1: 0.4127 loss_bbox_1: 0.2319 loss_giou_1: 0.3943 loss_ce_2: 0.3357 loss_bbox_2: 0.2106 loss_giou_2: 0.3752 loss_ce_3: 0.3066 loss_bbox_3: 0.201 loss_giou_3: 0.3682 loss_ce_4: 0.2895 loss_bbox_4: 0.2006 loss_giou_4: 0.3659 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:03:56] d2.utils.events INFO: eta: 22:54:04 iter: 157579 total_loss: 5.735 loss_ce: 0.2967 loss_bbox: 0.1876 loss_giou: 0.3402 loss_ce_0: 0.5039 loss_bbox_0: 0.321 loss_giou_0: 0.5342 loss_ce_1: 0.3894 loss_bbox_1: 0.2188 loss_giou_1: 0.3914 loss_ce_2: 0.3307 loss_bbox_2: 0.1986 loss_giou_2: 0.3578 loss_ce_3: 0.2949 loss_bbox_3: 0.1923 loss_giou_3: 0.345 loss_ce_4: 0.2876 loss_bbox_4: 0.1916 loss_giou_4: 0.3436 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:02] d2.utils.events INFO: eta: 22:53:47 iter: 157599 total_loss: 6.11 loss_ce: 0.3297 loss_bbox: 0.1849 loss_giou: 0.3515 loss_ce_0: 0.5288 loss_bbox_0: 0.3338 loss_giou_0: 0.5215 loss_ce_1: 0.4166 loss_bbox_1: 0.2229 loss_giou_1: 0.4039 loss_ce_2: 0.3643 loss_bbox_2: 0.1983 loss_giou_2: 0.3772 loss_ce_3: 0.3393 loss_bbox_3: 0.1911 loss_giou_3: 0.3592 loss_ce_4: 0.3325 loss_bbox_4: 0.1885 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:08] d2.utils.events INFO: eta: 22:53:31 iter: 157619 total_loss: 5.823 loss_ce: 0.3139 loss_bbox: 0.1857 loss_giou: 0.3498 loss_ce_0: 0.5096 loss_bbox_0: 0.3278 loss_giou_0: 0.5436 loss_ce_1: 0.4009 loss_bbox_1: 0.2237 loss_giou_1: 0.396 loss_ce_2: 0.3502 loss_bbox_2: 0.1994 loss_giou_2: 0.3677 loss_ce_3: 0.3285 loss_bbox_3: 0.1945 loss_giou_3: 0.3592 loss_ce_4: 0.3207 loss_bbox_4: 0.1885 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:13] d2.utils.events INFO: eta: 22:53:27 iter: 157639 total_loss: 6.034 loss_ce: 0.3201 loss_bbox: 0.192 loss_giou: 0.3619 loss_ce_0: 0.51 loss_bbox_0: 0.3217 loss_giou_0: 0.5635 loss_ce_1: 0.405 loss_bbox_1: 0.2273 loss_giou_1: 0.4102 loss_ce_2: 0.3483 loss_bbox_2: 0.2048 loss_giou_2: 0.3811 loss_ce_3: 0.3289 loss_bbox_3: 0.2018 loss_giou_3: 0.3667 loss_ce_4: 0.3182 loss_bbox_4: 0.1993 loss_giou_4: 0.3636 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:19] d2.utils.events INFO: eta: 22:53:20 iter: 157659 total_loss: 5.875 loss_ce: 0.3377 loss_bbox: 0.1973 loss_giou: 0.3505 loss_ce_0: 0.5217 loss_bbox_0: 0.3213 loss_giou_0: 0.5348 loss_ce_1: 0.4298 loss_bbox_1: 0.235 loss_giou_1: 0.4081 loss_ce_2: 0.363 loss_bbox_2: 0.2131 loss_giou_2: 0.37 loss_ce_3: 0.3423 loss_bbox_3: 0.2018 loss_giou_3: 0.356 loss_ce_4: 0.3366 loss_bbox_4: 0.1952 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:25] d2.utils.events INFO: eta: 22:53:16 iter: 157679 total_loss: 6.05 loss_ce: 0.315 loss_bbox: 0.193 loss_giou: 0.3709 loss_ce_0: 0.5153 loss_bbox_0: 0.3185 loss_giou_0: 0.5561 loss_ce_1: 0.4146 loss_bbox_1: 0.2298 loss_giou_1: 0.4233 loss_ce_2: 0.3545 loss_bbox_2: 0.2131 loss_giou_2: 0.3912 loss_ce_3: 0.3255 loss_bbox_3: 0.1999 loss_giou_3: 0.3749 loss_ce_4: 0.3198 loss_bbox_4: 0.1923 loss_giou_4: 0.3736 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:30] d2.utils.events INFO: eta: 22:53:02 iter: 157699 total_loss: 5.915 loss_ce: 0.2965 loss_bbox: 0.2012 loss_giou: 0.352 loss_ce_0: 0.5132 loss_bbox_0: 0.3264 loss_giou_0: 0.5114 loss_ce_1: 0.4046 loss_bbox_1: 0.2377 loss_giou_1: 0.3997 loss_ce_2: 0.3333 loss_bbox_2: 0.2186 loss_giou_2: 0.3596 loss_ce_3: 0.3077 loss_bbox_3: 0.2077 loss_giou_3: 0.3551 loss_ce_4: 0.2974 loss_bbox_4: 0.2029 loss_giou_4: 0.3484 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:36] d2.utils.events INFO: eta: 22:53:03 iter: 157719 total_loss: 5.765 loss_ce: 0.2742 loss_bbox: 0.1858 loss_giou: 0.3479 loss_ce_0: 0.4727 loss_bbox_0: 0.3145 loss_giou_0: 0.5463 loss_ce_1: 0.3742 loss_bbox_1: 0.2227 loss_giou_1: 0.3932 loss_ce_2: 0.32 loss_bbox_2: 0.1978 loss_giou_2: 0.3636 loss_ce_3: 0.2855 loss_bbox_3: 0.1858 loss_giou_3: 0.3611 loss_ce_4: 0.2746 loss_bbox_4: 0.1844 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0347 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:42] d2.utils.events INFO: eta: 22:52:58 iter: 157739 total_loss: 6.06 loss_ce: 0.3322 loss_bbox: 0.1846 loss_giou: 0.3568 loss_ce_0: 0.5235 loss_bbox_0: 0.3229 loss_giou_0: 0.5776 loss_ce_1: 0.4339 loss_bbox_1: 0.2174 loss_giou_1: 0.4104 loss_ce_2: 0.3746 loss_bbox_2: 0.2028 loss_giou_2: 0.3793 loss_ce_3: 0.3454 loss_bbox_3: 0.1896 loss_giou_3: 0.3714 loss_ce_4: 0.3378 loss_bbox_4: 0.1854 loss_giou_4: 0.3569 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:48] d2.utils.events INFO: eta: 22:52:51 iter: 157759 total_loss: 5.697 loss_ce: 0.2911 loss_bbox: 0.1819 loss_giou: 0.3239 loss_ce_0: 0.5125 loss_bbox_0: 0.3113 loss_giou_0: 0.526 loss_ce_1: 0.4176 loss_bbox_1: 0.2126 loss_giou_1: 0.3683 loss_ce_2: 0.3413 loss_bbox_2: 0.191 loss_giou_2: 0.3395 loss_ce_3: 0.3104 loss_bbox_3: 0.1865 loss_giou_3: 0.3279 loss_ce_4: 0.2938 loss_bbox_4: 0.1838 loss_giou_4: 0.3292 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:53] d2.utils.events INFO: eta: 22:52:45 iter: 157779 total_loss: 5.563 loss_ce: 0.2832 loss_bbox: 0.1849 loss_giou: 0.3178 loss_ce_0: 0.5018 loss_bbox_0: 0.3123 loss_giou_0: 0.4941 loss_ce_1: 0.408 loss_bbox_1: 0.2162 loss_giou_1: 0.3681 loss_ce_2: 0.3299 loss_bbox_2: 0.1988 loss_giou_2: 0.3365 loss_ce_3: 0.2952 loss_bbox_3: 0.1877 loss_giou_3: 0.3217 loss_ce_4: 0.2846 loss_bbox_4: 0.1867 loss_giou_4: 0.3201 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 02:04:59] d2.utils.events INFO: eta: 22:52:26 iter: 157799 total_loss: 6.089 loss_ce: 0.3089 loss_bbox: 0.1959 loss_giou: 0.3582 loss_ce_0: 0.536 loss_bbox_0: 0.3269 loss_giou_0: 0.5404 loss_ce_1: 0.423 loss_bbox_1: 0.2292 loss_giou_1: 0.4082 loss_ce_2: 0.3576 loss_bbox_2: 0.2055 loss_giou_2: 0.3752 loss_ce_3: 0.3219 loss_bbox_3: 0.1973 loss_giou_3: 0.3579 loss_ce_4: 0.3214 loss_bbox_4: 0.193 loss_giou_4: 0.3552 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:05] d2.utils.events INFO: eta: 22:51:48 iter: 157819 total_loss: 5.762 loss_ce: 0.308 loss_bbox: 0.1845 loss_giou: 0.3402 loss_ce_0: 0.4976 loss_bbox_0: 0.3342 loss_giou_0: 0.5251 loss_ce_1: 0.4053 loss_bbox_1: 0.2305 loss_giou_1: 0.3862 loss_ce_2: 0.3373 loss_bbox_2: 0.202 loss_giou_2: 0.3624 loss_ce_3: 0.3226 loss_bbox_3: 0.1921 loss_giou_3: 0.347 loss_ce_4: 0.3087 loss_bbox_4: 0.1887 loss_giou_4: 0.3419 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:10] d2.utils.events INFO: eta: 22:52:15 iter: 157839 total_loss: 6.169 loss_ce: 0.3185 loss_bbox: 0.195 loss_giou: 0.3658 loss_ce_0: 0.5396 loss_bbox_0: 0.3396 loss_giou_0: 0.5565 loss_ce_1: 0.4309 loss_bbox_1: 0.2368 loss_giou_1: 0.4097 loss_ce_2: 0.3577 loss_bbox_2: 0.2094 loss_giou_2: 0.383 loss_ce_3: 0.3319 loss_bbox_3: 0.2079 loss_giou_3: 0.3825 loss_ce_4: 0.3261 loss_bbox_4: 0.1955 loss_giou_4: 0.3694 time: 0.2802 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:16] d2.utils.events INFO: eta: 22:52:09 iter: 157859 total_loss: 6.043 loss_ce: 0.3088 loss_bbox: 0.1843 loss_giou: 0.3681 loss_ce_0: 0.512 loss_bbox_0: 0.3123 loss_giou_0: 0.5724 loss_ce_1: 0.4103 loss_bbox_1: 0.2176 loss_giou_1: 0.4254 loss_ce_2: 0.3496 loss_bbox_2: 0.198 loss_giou_2: 0.3896 loss_ce_3: 0.3236 loss_bbox_3: 0.1905 loss_giou_3: 0.3788 loss_ce_4: 0.3159 loss_bbox_4: 0.1862 loss_giou_4: 0.3693 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:22] d2.utils.events INFO: eta: 22:51:31 iter: 157879 total_loss: 5.781 loss_ce: 0.2896 loss_bbox: 0.1932 loss_giou: 0.3681 loss_ce_0: 0.4981 loss_bbox_0: 0.3209 loss_giou_0: 0.5471 loss_ce_1: 0.3955 loss_bbox_1: 0.2348 loss_giou_1: 0.4152 loss_ce_2: 0.3278 loss_bbox_2: 0.2103 loss_giou_2: 0.3781 loss_ce_3: 0.3045 loss_bbox_3: 0.1982 loss_giou_3: 0.3734 loss_ce_4: 0.2838 loss_bbox_4: 0.1978 loss_giou_4: 0.3755 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:27] d2.utils.events INFO: eta: 22:51:23 iter: 157899 total_loss: 5.862 loss_ce: 0.312 loss_bbox: 0.1988 loss_giou: 0.3464 loss_ce_0: 0.505 loss_bbox_0: 0.314 loss_giou_0: 0.5259 loss_ce_1: 0.4113 loss_bbox_1: 0.2297 loss_giou_1: 0.3993 loss_ce_2: 0.3547 loss_bbox_2: 0.2127 loss_giou_2: 0.3638 loss_ce_3: 0.3252 loss_bbox_3: 0.2062 loss_giou_3: 0.3454 loss_ce_4: 0.3198 loss_bbox_4: 0.198 loss_giou_4: 0.3482 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:33] d2.utils.events INFO: eta: 22:51:17 iter: 157919 total_loss: 5.973 loss_ce: 0.3229 loss_bbox: 0.1916 loss_giou: 0.3624 loss_ce_0: 0.5115 loss_bbox_0: 0.3239 loss_giou_0: 0.5472 loss_ce_1: 0.4311 loss_bbox_1: 0.2223 loss_giou_1: 0.4111 loss_ce_2: 0.3561 loss_bbox_2: 0.213 loss_giou_2: 0.3848 loss_ce_3: 0.3385 loss_bbox_3: 0.1991 loss_giou_3: 0.3747 loss_ce_4: 0.3341 loss_bbox_4: 0.1954 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:39] d2.utils.events INFO: eta: 22:50:52 iter: 157939 total_loss: 6.149 loss_ce: 0.3226 loss_bbox: 0.2044 loss_giou: 0.3446 loss_ce_0: 0.5246 loss_bbox_0: 0.3441 loss_giou_0: 0.5557 loss_ce_1: 0.4104 loss_bbox_1: 0.2416 loss_giou_1: 0.3886 loss_ce_2: 0.3511 loss_bbox_2: 0.2164 loss_giou_2: 0.3591 loss_ce_3: 0.3275 loss_bbox_3: 0.2111 loss_giou_3: 0.3556 loss_ce_4: 0.3214 loss_bbox_4: 0.2 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:44] d2.utils.events INFO: eta: 22:50:43 iter: 157959 total_loss: 5.823 loss_ce: 0.3096 loss_bbox: 0.1864 loss_giou: 0.3322 loss_ce_0: 0.5154 loss_bbox_0: 0.3176 loss_giou_0: 0.518 loss_ce_1: 0.4016 loss_bbox_1: 0.2193 loss_giou_1: 0.3842 loss_ce_2: 0.3509 loss_bbox_2: 0.1982 loss_giou_2: 0.3477 loss_ce_3: 0.3149 loss_bbox_3: 0.1961 loss_giou_3: 0.3414 loss_ce_4: 0.3111 loss_bbox_4: 0.1892 loss_giou_4: 0.3318 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:50] d2.utils.events INFO: eta: 22:50:33 iter: 157979 total_loss: 5.728 loss_ce: 0.2995 loss_bbox: 0.1735 loss_giou: 0.3377 loss_ce_0: 0.4917 loss_bbox_0: 0.3078 loss_giou_0: 0.5012 loss_ce_1: 0.3946 loss_bbox_1: 0.2039 loss_giou_1: 0.3932 loss_ce_2: 0.3387 loss_bbox_2: 0.1856 loss_giou_2: 0.3558 loss_ce_3: 0.3123 loss_bbox_3: 0.1767 loss_giou_3: 0.3442 loss_ce_4: 0.3038 loss_bbox_4: 0.1737 loss_giou_4: 0.339 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 02:05:56] d2.utils.events INFO: eta: 22:49:47 iter: 157999 total_loss: 5.784 loss_ce: 0.2952 loss_bbox: 0.1943 loss_giou: 0.3445 loss_ce_0: 0.5055 loss_bbox_0: 0.3264 loss_giou_0: 0.5334 loss_ce_1: 0.4006 loss_bbox_1: 0.2182 loss_giou_1: 0.3997 loss_ce_2: 0.3356 loss_bbox_2: 0.2031 loss_giou_2: 0.3688 loss_ce_3: 0.3145 loss_bbox_3: 0.1941 loss_giou_3: 0.3617 loss_ce_4: 0.2946 loss_bbox_4: 0.1932 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:01] d2.utils.events INFO: eta: 22:49:21 iter: 158019 total_loss: 5.804 loss_ce: 0.3221 loss_bbox: 0.1991 loss_giou: 0.3269 loss_ce_0: 0.5159 loss_bbox_0: 0.326 loss_giou_0: 0.5171 loss_ce_1: 0.4202 loss_bbox_1: 0.2293 loss_giou_1: 0.3699 loss_ce_2: 0.3661 loss_bbox_2: 0.2119 loss_giou_2: 0.3366 loss_ce_3: 0.3347 loss_bbox_3: 0.2049 loss_giou_3: 0.3297 loss_ce_4: 0.3184 loss_bbox_4: 0.1994 loss_giou_4: 0.3276 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:07] d2.utils.events INFO: eta: 22:49:07 iter: 158039 total_loss: 5.958 loss_ce: 0.2963 loss_bbox: 0.1827 loss_giou: 0.3638 loss_ce_0: 0.4785 loss_bbox_0: 0.3113 loss_giou_0: 0.5604 loss_ce_1: 0.3934 loss_bbox_1: 0.2175 loss_giou_1: 0.4177 loss_ce_2: 0.3364 loss_bbox_2: 0.1982 loss_giou_2: 0.3772 loss_ce_3: 0.3024 loss_bbox_3: 0.1876 loss_giou_3: 0.3713 loss_ce_4: 0.2915 loss_bbox_4: 0.1837 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:13] d2.utils.events INFO: eta: 22:48:42 iter: 158059 total_loss: 6.058 loss_ce: 0.3015 loss_bbox: 0.1936 loss_giou: 0.3437 loss_ce_0: 0.5144 loss_bbox_0: 0.3324 loss_giou_0: 0.5373 loss_ce_1: 0.4006 loss_bbox_1: 0.2291 loss_giou_1: 0.394 loss_ce_2: 0.3235 loss_bbox_2: 0.2089 loss_giou_2: 0.369 loss_ce_3: 0.3104 loss_bbox_3: 0.1975 loss_giou_3: 0.3574 loss_ce_4: 0.3061 loss_bbox_4: 0.1966 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:18] d2.utils.events INFO: eta: 22:48:36 iter: 158079 total_loss: 5.923 loss_ce: 0.3096 loss_bbox: 0.1949 loss_giou: 0.3331 loss_ce_0: 0.524 loss_bbox_0: 0.3233 loss_giou_0: 0.5007 loss_ce_1: 0.4288 loss_bbox_1: 0.2296 loss_giou_1: 0.372 loss_ce_2: 0.3382 loss_bbox_2: 0.2116 loss_giou_2: 0.3429 loss_ce_3: 0.3201 loss_bbox_3: 0.2008 loss_giou_3: 0.341 loss_ce_4: 0.3081 loss_bbox_4: 0.1956 loss_giou_4: 0.3372 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:24] d2.utils.events INFO: eta: 22:48:15 iter: 158099 total_loss: 5.896 loss_ce: 0.3009 loss_bbox: 0.1977 loss_giou: 0.3511 loss_ce_0: 0.495 loss_bbox_0: 0.3274 loss_giou_0: 0.522 loss_ce_1: 0.4001 loss_bbox_1: 0.2305 loss_giou_1: 0.3948 loss_ce_2: 0.3379 loss_bbox_2: 0.215 loss_giou_2: 0.367 loss_ce_3: 0.3046 loss_bbox_3: 0.2036 loss_giou_3: 0.3595 loss_ce_4: 0.2978 loss_bbox_4: 0.2062 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:30] d2.utils.events INFO: eta: 22:47:44 iter: 158119 total_loss: 5.929 loss_ce: 0.3164 loss_bbox: 0.1981 loss_giou: 0.3465 loss_ce_0: 0.5241 loss_bbox_0: 0.3404 loss_giou_0: 0.5216 loss_ce_1: 0.4123 loss_bbox_1: 0.2361 loss_giou_1: 0.3882 loss_ce_2: 0.3396 loss_bbox_2: 0.2166 loss_giou_2: 0.3598 loss_ce_3: 0.3084 loss_bbox_3: 0.2026 loss_giou_3: 0.3511 loss_ce_4: 0.3087 loss_bbox_4: 0.2007 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:35] d2.utils.events INFO: eta: 22:47:35 iter: 158139 total_loss: 5.763 loss_ce: 0.3048 loss_bbox: 0.1797 loss_giou: 0.3492 loss_ce_0: 0.498 loss_bbox_0: 0.3081 loss_giou_0: 0.5366 loss_ce_1: 0.4121 loss_bbox_1: 0.2082 loss_giou_1: 0.3858 loss_ce_2: 0.35 loss_bbox_2: 0.1876 loss_giou_2: 0.3653 loss_ce_3: 0.3161 loss_bbox_3: 0.1805 loss_giou_3: 0.3612 loss_ce_4: 0.3045 loss_bbox_4: 0.1817 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:41] d2.utils.events INFO: eta: 22:47:53 iter: 158159 total_loss: 5.933 loss_ce: 0.3022 loss_bbox: 0.1826 loss_giou: 0.3351 loss_ce_0: 0.5093 loss_bbox_0: 0.3321 loss_giou_0: 0.5327 loss_ce_1: 0.3964 loss_bbox_1: 0.2273 loss_giou_1: 0.3935 loss_ce_2: 0.3359 loss_bbox_2: 0.1978 loss_giou_2: 0.3632 loss_ce_3: 0.3174 loss_bbox_3: 0.1939 loss_giou_3: 0.3535 loss_ce_4: 0.3028 loss_bbox_4: 0.189 loss_giou_4: 0.346 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:47] d2.utils.events INFO: eta: 22:47:24 iter: 158179 total_loss: 5.994 loss_ce: 0.3414 loss_bbox: 0.1989 loss_giou: 0.3384 loss_ce_0: 0.5299 loss_bbox_0: 0.3314 loss_giou_0: 0.5199 loss_ce_1: 0.4345 loss_bbox_1: 0.2403 loss_giou_1: 0.3849 loss_ce_2: 0.3774 loss_bbox_2: 0.221 loss_giou_2: 0.3533 loss_ce_3: 0.3568 loss_bbox_3: 0.2118 loss_giou_3: 0.3432 loss_ce_4: 0.3377 loss_bbox_4: 0.2006 loss_giou_4: 0.3422 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:53] d2.utils.events INFO: eta: 22:47:20 iter: 158199 total_loss: 5.995 loss_ce: 0.3185 loss_bbox: 0.2012 loss_giou: 0.3461 loss_ce_0: 0.5269 loss_bbox_0: 0.3216 loss_giou_0: 0.523 loss_ce_1: 0.4235 loss_bbox_1: 0.2348 loss_giou_1: 0.3907 loss_ce_2: 0.352 loss_bbox_2: 0.2146 loss_giou_2: 0.3617 loss_ce_3: 0.3273 loss_bbox_3: 0.2051 loss_giou_3: 0.3528 loss_ce_4: 0.3199 loss_bbox_4: 0.2074 loss_giou_4: 0.3492 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 02:06:58] d2.utils.events INFO: eta: 22:47:13 iter: 158219 total_loss: 6.16 loss_ce: 0.3187 loss_bbox: 0.1877 loss_giou: 0.355 loss_ce_0: 0.5139 loss_bbox_0: 0.3201 loss_giou_0: 0.5522 loss_ce_1: 0.4113 loss_bbox_1: 0.2268 loss_giou_1: 0.4034 loss_ce_2: 0.3665 loss_bbox_2: 0.2014 loss_giou_2: 0.3768 loss_ce_3: 0.3365 loss_bbox_3: 0.1975 loss_giou_3: 0.3586 loss_ce_4: 0.3244 loss_bbox_4: 0.19 loss_giou_4: 0.3551 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:04] d2.utils.events INFO: eta: 22:46:41 iter: 158239 total_loss: 5.749 loss_ce: 0.2973 loss_bbox: 0.175 loss_giou: 0.3382 loss_ce_0: 0.5063 loss_bbox_0: 0.2998 loss_giou_0: 0.5511 loss_ce_1: 0.4038 loss_bbox_1: 0.2143 loss_giou_1: 0.3993 loss_ce_2: 0.3386 loss_bbox_2: 0.1918 loss_giou_2: 0.3592 loss_ce_3: 0.3093 loss_bbox_3: 0.1797 loss_giou_3: 0.3438 loss_ce_4: 0.2983 loss_bbox_4: 0.1771 loss_giou_4: 0.34 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:10] d2.utils.events INFO: eta: 22:45:57 iter: 158259 total_loss: 5.57 loss_ce: 0.2862 loss_bbox: 0.1913 loss_giou: 0.3329 loss_ce_0: 0.4783 loss_bbox_0: 0.3126 loss_giou_0: 0.5073 loss_ce_1: 0.372 loss_bbox_1: 0.2231 loss_giou_1: 0.3801 loss_ce_2: 0.3215 loss_bbox_2: 0.2048 loss_giou_2: 0.3494 loss_ce_3: 0.2996 loss_bbox_3: 0.1919 loss_giou_3: 0.3398 loss_ce_4: 0.2908 loss_bbox_4: 0.1888 loss_giou_4: 0.3356 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:15] d2.utils.events INFO: eta: 22:46:06 iter: 158279 total_loss: 5.94 loss_ce: 0.3158 loss_bbox: 0.1857 loss_giou: 0.3497 loss_ce_0: 0.4996 loss_bbox_0: 0.322 loss_giou_0: 0.5584 loss_ce_1: 0.3986 loss_bbox_1: 0.2201 loss_giou_1: 0.4032 loss_ce_2: 0.3369 loss_bbox_2: 0.2013 loss_giou_2: 0.3718 loss_ce_3: 0.326 loss_bbox_3: 0.1931 loss_giou_3: 0.3634 loss_ce_4: 0.3144 loss_bbox_4: 0.1895 loss_giou_4: 0.3552 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:21] d2.utils.events INFO: eta: 22:45:48 iter: 158299 total_loss: 5.994 loss_ce: 0.3201 loss_bbox: 0.199 loss_giou: 0.3432 loss_ce_0: 0.5191 loss_bbox_0: 0.3436 loss_giou_0: 0.512 loss_ce_1: 0.4254 loss_bbox_1: 0.2466 loss_giou_1: 0.3916 loss_ce_2: 0.3772 loss_bbox_2: 0.2189 loss_giou_2: 0.3594 loss_ce_3: 0.34 loss_bbox_3: 0.2066 loss_giou_3: 0.3484 loss_ce_4: 0.3275 loss_bbox_4: 0.2039 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:27] d2.utils.events INFO: eta: 22:45:43 iter: 158319 total_loss: 5.355 loss_ce: 0.2742 loss_bbox: 0.1725 loss_giou: 0.3272 loss_ce_0: 0.4955 loss_bbox_0: 0.2958 loss_giou_0: 0.5087 loss_ce_1: 0.3687 loss_bbox_1: 0.2056 loss_giou_1: 0.3719 loss_ce_2: 0.3104 loss_bbox_2: 0.1838 loss_giou_2: 0.3532 loss_ce_3: 0.2792 loss_bbox_3: 0.1759 loss_giou_3: 0.3376 loss_ce_4: 0.2714 loss_bbox_4: 0.1707 loss_giou_4: 0.3293 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:32] d2.utils.events INFO: eta: 22:45:37 iter: 158339 total_loss: 5.621 loss_ce: 0.2885 loss_bbox: 0.1901 loss_giou: 0.3398 loss_ce_0: 0.4934 loss_bbox_0: 0.3113 loss_giou_0: 0.5217 loss_ce_1: 0.3822 loss_bbox_1: 0.2206 loss_giou_1: 0.3987 loss_ce_2: 0.327 loss_bbox_2: 0.2068 loss_giou_2: 0.3656 loss_ce_3: 0.3069 loss_bbox_3: 0.1979 loss_giou_3: 0.3487 loss_ce_4: 0.2902 loss_bbox_4: 0.1966 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:38] d2.utils.events INFO: eta: 22:45:31 iter: 158359 total_loss: 5.803 loss_ce: 0.3057 loss_bbox: 0.2004 loss_giou: 0.3508 loss_ce_0: 0.5071 loss_bbox_0: 0.3258 loss_giou_0: 0.5336 loss_ce_1: 0.4077 loss_bbox_1: 0.2265 loss_giou_1: 0.4095 loss_ce_2: 0.3378 loss_bbox_2: 0.2132 loss_giou_2: 0.37 loss_ce_3: 0.3178 loss_bbox_3: 0.2021 loss_giou_3: 0.3604 loss_ce_4: 0.3076 loss_bbox_4: 0.1979 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:44] d2.utils.events INFO: eta: 22:45:56 iter: 158379 total_loss: 6.123 loss_ce: 0.3186 loss_bbox: 0.2087 loss_giou: 0.3588 loss_ce_0: 0.5265 loss_bbox_0: 0.3273 loss_giou_0: 0.5365 loss_ce_1: 0.4157 loss_bbox_1: 0.2298 loss_giou_1: 0.3957 loss_ce_2: 0.3586 loss_bbox_2: 0.2197 loss_giou_2: 0.3771 loss_ce_3: 0.3235 loss_bbox_3: 0.2117 loss_giou_3: 0.3636 loss_ce_4: 0.315 loss_bbox_4: 0.2114 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:50] d2.utils.events INFO: eta: 22:45:56 iter: 158399 total_loss: 6.094 loss_ce: 0.3296 loss_bbox: 0.1838 loss_giou: 0.3407 loss_ce_0: 0.5305 loss_bbox_0: 0.3167 loss_giou_0: 0.539 loss_ce_1: 0.4154 loss_bbox_1: 0.2251 loss_giou_1: 0.417 loss_ce_2: 0.3655 loss_bbox_2: 0.1992 loss_giou_2: 0.3804 loss_ce_3: 0.341 loss_bbox_3: 0.1897 loss_giou_3: 0.3672 loss_ce_4: 0.3347 loss_bbox_4: 0.1841 loss_giou_4: 0.3512 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 02:07:55] d2.utils.events INFO: eta: 22:45:45 iter: 158419 total_loss: 6.066 loss_ce: 0.3218 loss_bbox: 0.1867 loss_giou: 0.3582 loss_ce_0: 0.5331 loss_bbox_0: 0.3277 loss_giou_0: 0.5331 loss_ce_1: 0.4188 loss_bbox_1: 0.2216 loss_giou_1: 0.4066 loss_ce_2: 0.3605 loss_bbox_2: 0.2 loss_giou_2: 0.3766 loss_ce_3: 0.3324 loss_bbox_3: 0.1909 loss_giou_3: 0.3638 loss_ce_4: 0.3317 loss_bbox_4: 0.1892 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:01] d2.utils.events INFO: eta: 22:45:51 iter: 158439 total_loss: 5.814 loss_ce: 0.3313 loss_bbox: 0.1927 loss_giou: 0.316 loss_ce_0: 0.5252 loss_bbox_0: 0.3115 loss_giou_0: 0.5001 loss_ce_1: 0.4299 loss_bbox_1: 0.2222 loss_giou_1: 0.3834 loss_ce_2: 0.3507 loss_bbox_2: 0.2029 loss_giou_2: 0.3416 loss_ce_3: 0.3327 loss_bbox_3: 0.1939 loss_giou_3: 0.3305 loss_ce_4: 0.319 loss_bbox_4: 0.1925 loss_giou_4: 0.3226 time: 0.2802 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:07] d2.utils.events INFO: eta: 22:46:04 iter: 158459 total_loss: 5.862 loss_ce: 0.3168 loss_bbox: 0.1921 loss_giou: 0.3385 loss_ce_0: 0.5252 loss_bbox_0: 0.3136 loss_giou_0: 0.4996 loss_ce_1: 0.4254 loss_bbox_1: 0.2147 loss_giou_1: 0.3756 loss_ce_2: 0.3681 loss_bbox_2: 0.1973 loss_giou_2: 0.3478 loss_ce_3: 0.3478 loss_bbox_3: 0.192 loss_giou_3: 0.3462 loss_ce_4: 0.3221 loss_bbox_4: 0.1943 loss_giou_4: 0.3403 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:12] d2.utils.events INFO: eta: 22:46:58 iter: 158479 total_loss: 5.787 loss_ce: 0.2933 loss_bbox: 0.1915 loss_giou: 0.3268 loss_ce_0: 0.5149 loss_bbox_0: 0.3204 loss_giou_0: 0.522 loss_ce_1: 0.4065 loss_bbox_1: 0.2217 loss_giou_1: 0.3884 loss_ce_2: 0.3363 loss_bbox_2: 0.2057 loss_giou_2: 0.3536 loss_ce_3: 0.3062 loss_bbox_3: 0.1951 loss_giou_3: 0.3407 loss_ce_4: 0.3021 loss_bbox_4: 0.1922 loss_giou_4: 0.3311 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:18] d2.utils.events INFO: eta: 22:46:52 iter: 158499 total_loss: 5.717 loss_ce: 0.3072 loss_bbox: 0.1772 loss_giou: 0.3555 loss_ce_0: 0.5097 loss_bbox_0: 0.3125 loss_giou_0: 0.5383 loss_ce_1: 0.4135 loss_bbox_1: 0.2138 loss_giou_1: 0.4087 loss_ce_2: 0.3583 loss_bbox_2: 0.1919 loss_giou_2: 0.3705 loss_ce_3: 0.3189 loss_bbox_3: 0.1873 loss_giou_3: 0.357 loss_ce_4: 0.3079 loss_bbox_4: 0.1839 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:24] d2.utils.events INFO: eta: 22:46:44 iter: 158519 total_loss: 5.924 loss_ce: 0.2991 loss_bbox: 0.1852 loss_giou: 0.3436 loss_ce_0: 0.5123 loss_bbox_0: 0.3093 loss_giou_0: 0.5443 loss_ce_1: 0.3937 loss_bbox_1: 0.2203 loss_giou_1: 0.4006 loss_ce_2: 0.3367 loss_bbox_2: 0.2008 loss_giou_2: 0.3655 loss_ce_3: 0.3038 loss_bbox_3: 0.1944 loss_giou_3: 0.3514 loss_ce_4: 0.3018 loss_bbox_4: 0.1884 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:29] d2.utils.events INFO: eta: 22:46:39 iter: 158539 total_loss: 5.807 loss_ce: 0.2995 loss_bbox: 0.1934 loss_giou: 0.3401 loss_ce_0: 0.5182 loss_bbox_0: 0.3271 loss_giou_0: 0.5439 loss_ce_1: 0.4181 loss_bbox_1: 0.2309 loss_giou_1: 0.3985 loss_ce_2: 0.347 loss_bbox_2: 0.2073 loss_giou_2: 0.3633 loss_ce_3: 0.3204 loss_bbox_3: 0.1967 loss_giou_3: 0.3488 loss_ce_4: 0.3071 loss_bbox_4: 0.1955 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:35] d2.utils.events INFO: eta: 22:46:33 iter: 158559 total_loss: 5.846 loss_ce: 0.2809 loss_bbox: 0.198 loss_giou: 0.3589 loss_ce_0: 0.4936 loss_bbox_0: 0.3298 loss_giou_0: 0.55 loss_ce_1: 0.3954 loss_bbox_1: 0.2279 loss_giou_1: 0.3966 loss_ce_2: 0.3327 loss_bbox_2: 0.2064 loss_giou_2: 0.3831 loss_ce_3: 0.3034 loss_bbox_3: 0.2036 loss_giou_3: 0.3654 loss_ce_4: 0.2956 loss_bbox_4: 0.1994 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:41] d2.utils.events INFO: eta: 22:45:50 iter: 158579 total_loss: 5.992 loss_ce: 0.3147 loss_bbox: 0.1764 loss_giou: 0.3612 loss_ce_0: 0.5285 loss_bbox_0: 0.3092 loss_giou_0: 0.5665 loss_ce_1: 0.4178 loss_bbox_1: 0.2189 loss_giou_1: 0.403 loss_ce_2: 0.3715 loss_bbox_2: 0.1991 loss_giou_2: 0.3774 loss_ce_3: 0.3313 loss_bbox_3: 0.1854 loss_giou_3: 0.3706 loss_ce_4: 0.324 loss_bbox_4: 0.1848 loss_giou_4: 0.3661 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:46] d2.utils.events INFO: eta: 22:46:12 iter: 158599 total_loss: 6.02 loss_ce: 0.3093 loss_bbox: 0.1899 loss_giou: 0.3503 loss_ce_0: 0.5137 loss_bbox_0: 0.3149 loss_giou_0: 0.5284 loss_ce_1: 0.4096 loss_bbox_1: 0.2195 loss_giou_1: 0.3889 loss_ce_2: 0.3527 loss_bbox_2: 0.1965 loss_giou_2: 0.3666 loss_ce_3: 0.3335 loss_bbox_3: 0.1946 loss_giou_3: 0.3625 loss_ce_4: 0.3129 loss_bbox_4: 0.1904 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:52] d2.utils.events INFO: eta: 22:46:21 iter: 158619 total_loss: 6.011 loss_ce: 0.3048 loss_bbox: 0.2048 loss_giou: 0.3644 loss_ce_0: 0.52 loss_bbox_0: 0.3285 loss_giou_0: 0.5347 loss_ce_1: 0.4193 loss_bbox_1: 0.2474 loss_giou_1: 0.4073 loss_ce_2: 0.3536 loss_bbox_2: 0.2294 loss_giou_2: 0.3757 loss_ce_3: 0.3228 loss_bbox_3: 0.2118 loss_giou_3: 0.3677 loss_ce_4: 0.3032 loss_bbox_4: 0.2034 loss_giou_4: 0.3627 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 02:08:58] d2.utils.events INFO: eta: 22:46:13 iter: 158639 total_loss: 5.93 loss_ce: 0.3088 loss_bbox: 0.1936 loss_giou: 0.3652 loss_ce_0: 0.5111 loss_bbox_0: 0.3188 loss_giou_0: 0.538 loss_ce_1: 0.4117 loss_bbox_1: 0.2226 loss_giou_1: 0.4128 loss_ce_2: 0.3459 loss_bbox_2: 0.2047 loss_giou_2: 0.3797 loss_ce_3: 0.3061 loss_bbox_3: 0.2044 loss_giou_3: 0.3674 loss_ce_4: 0.3032 loss_bbox_4: 0.1947 loss_giou_4: 0.3652 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:03] d2.utils.events INFO: eta: 22:46:00 iter: 158659 total_loss: 5.616 loss_ce: 0.2913 loss_bbox: 0.1855 loss_giou: 0.3218 loss_ce_0: 0.5147 loss_bbox_0: 0.317 loss_giou_0: 0.4836 loss_ce_1: 0.4011 loss_bbox_1: 0.2171 loss_giou_1: 0.3604 loss_ce_2: 0.3268 loss_bbox_2: 0.2043 loss_giou_2: 0.3362 loss_ce_3: 0.3008 loss_bbox_3: 0.189 loss_giou_3: 0.3297 loss_ce_4: 0.2923 loss_bbox_4: 0.1869 loss_giou_4: 0.3253 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:09] d2.utils.events INFO: eta: 22:44:56 iter: 158679 total_loss: 6.072 loss_ce: 0.3225 loss_bbox: 0.1943 loss_giou: 0.3392 loss_ce_0: 0.5005 loss_bbox_0: 0.3219 loss_giou_0: 0.504 loss_ce_1: 0.4149 loss_bbox_1: 0.2199 loss_giou_1: 0.3746 loss_ce_2: 0.3412 loss_bbox_2: 0.2031 loss_giou_2: 0.3528 loss_ce_3: 0.3299 loss_bbox_3: 0.1974 loss_giou_3: 0.3435 loss_ce_4: 0.3158 loss_bbox_4: 0.1972 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:15] d2.utils.events INFO: eta: 22:45:06 iter: 158699 total_loss: 5.735 loss_ce: 0.3225 loss_bbox: 0.1906 loss_giou: 0.3362 loss_ce_0: 0.5168 loss_bbox_0: 0.3246 loss_giou_0: 0.5184 loss_ce_1: 0.4102 loss_bbox_1: 0.2228 loss_giou_1: 0.3783 loss_ce_2: 0.3537 loss_bbox_2: 0.1997 loss_giou_2: 0.3439 loss_ce_3: 0.3257 loss_bbox_3: 0.1979 loss_giou_3: 0.3415 loss_ce_4: 0.3212 loss_bbox_4: 0.1971 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:20] d2.utils.events INFO: eta: 22:44:32 iter: 158719 total_loss: 5.736 loss_ce: 0.2922 loss_bbox: 0.1817 loss_giou: 0.3515 loss_ce_0: 0.4878 loss_bbox_0: 0.3009 loss_giou_0: 0.5338 loss_ce_1: 0.3948 loss_bbox_1: 0.2156 loss_giou_1: 0.3864 loss_ce_2: 0.3173 loss_bbox_2: 0.201 loss_giou_2: 0.3578 loss_ce_3: 0.2963 loss_bbox_3: 0.1908 loss_giou_3: 0.3471 loss_ce_4: 0.2934 loss_bbox_4: 0.1878 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:26] d2.utils.events INFO: eta: 22:44:52 iter: 158739 total_loss: 5.992 loss_ce: 0.3132 loss_bbox: 0.207 loss_giou: 0.3338 loss_ce_0: 0.512 loss_bbox_0: 0.3361 loss_giou_0: 0.5204 loss_ce_1: 0.4159 loss_bbox_1: 0.2397 loss_giou_1: 0.3773 loss_ce_2: 0.3542 loss_bbox_2: 0.2156 loss_giou_2: 0.3539 loss_ce_3: 0.326 loss_bbox_3: 0.2113 loss_giou_3: 0.3437 loss_ce_4: 0.3114 loss_bbox_4: 0.2063 loss_giou_4: 0.3349 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:32] d2.utils.events INFO: eta: 22:45:00 iter: 158759 total_loss: 5.919 loss_ce: 0.3046 loss_bbox: 0.2016 loss_giou: 0.3473 loss_ce_0: 0.5079 loss_bbox_0: 0.3314 loss_giou_0: 0.5408 loss_ce_1: 0.4104 loss_bbox_1: 0.2356 loss_giou_1: 0.3965 loss_ce_2: 0.352 loss_bbox_2: 0.2115 loss_giou_2: 0.3649 loss_ce_3: 0.3061 loss_bbox_3: 0.2097 loss_giou_3: 0.3523 loss_ce_4: 0.3026 loss_bbox_4: 0.2025 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:37] d2.utils.events INFO: eta: 22:45:06 iter: 158779 total_loss: 5.755 loss_ce: 0.3296 loss_bbox: 0.197 loss_giou: 0.3311 loss_ce_0: 0.5271 loss_bbox_0: 0.3259 loss_giou_0: 0.4862 loss_ce_1: 0.4277 loss_bbox_1: 0.2281 loss_giou_1: 0.3805 loss_ce_2: 0.381 loss_bbox_2: 0.2102 loss_giou_2: 0.3461 loss_ce_3: 0.3383 loss_bbox_3: 0.2042 loss_giou_3: 0.3363 loss_ce_4: 0.3305 loss_bbox_4: 0.2001 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:43] d2.utils.events INFO: eta: 22:44:49 iter: 158799 total_loss: 5.946 loss_ce: 0.3244 loss_bbox: 0.1897 loss_giou: 0.3451 loss_ce_0: 0.5136 loss_bbox_0: 0.3471 loss_giou_0: 0.5243 loss_ce_1: 0.4224 loss_bbox_1: 0.2425 loss_giou_1: 0.3856 loss_ce_2: 0.3592 loss_bbox_2: 0.2135 loss_giou_2: 0.3547 loss_ce_3: 0.3197 loss_bbox_3: 0.201 loss_giou_3: 0.3441 loss_ce_4: 0.3169 loss_bbox_4: 0.1971 loss_giou_4: 0.343 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:49] d2.utils.events INFO: eta: 22:44:55 iter: 158819 total_loss: 5.981 loss_ce: 0.3095 loss_bbox: 0.176 loss_giou: 0.3601 loss_ce_0: 0.5163 loss_bbox_0: 0.3077 loss_giou_0: 0.5629 loss_ce_1: 0.4071 loss_bbox_1: 0.2153 loss_giou_1: 0.41 loss_ce_2: 0.3407 loss_bbox_2: 0.1894 loss_giou_2: 0.3795 loss_ce_3: 0.3256 loss_bbox_3: 0.1848 loss_giou_3: 0.3697 loss_ce_4: 0.3131 loss_bbox_4: 0.176 loss_giou_4: 0.3639 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 02:09:54] d2.utils.events INFO: eta: 22:44:37 iter: 158839 total_loss: 5.989 loss_ce: 0.3259 loss_bbox: 0.2039 loss_giou: 0.3533 loss_ce_0: 0.5156 loss_bbox_0: 0.3351 loss_giou_0: 0.5154 loss_ce_1: 0.422 loss_bbox_1: 0.2357 loss_giou_1: 0.3952 loss_ce_2: 0.3613 loss_bbox_2: 0.2204 loss_giou_2: 0.3715 loss_ce_3: 0.331 loss_bbox_3: 0.2099 loss_giou_3: 0.3635 loss_ce_4: 0.3249 loss_bbox_4: 0.2077 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:00] d2.utils.events INFO: eta: 22:43:56 iter: 158859 total_loss: 6.045 loss_ce: 0.2968 loss_bbox: 0.1918 loss_giou: 0.345 loss_ce_0: 0.5264 loss_bbox_0: 0.3234 loss_giou_0: 0.5394 loss_ce_1: 0.4154 loss_bbox_1: 0.2271 loss_giou_1: 0.3952 loss_ce_2: 0.3423 loss_bbox_2: 0.2008 loss_giou_2: 0.3595 loss_ce_3: 0.3143 loss_bbox_3: 0.1979 loss_giou_3: 0.3539 loss_ce_4: 0.2961 loss_bbox_4: 0.1943 loss_giou_4: 0.3488 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:06] d2.utils.events INFO: eta: 22:43:51 iter: 158879 total_loss: 6.043 loss_ce: 0.3109 loss_bbox: 0.1984 loss_giou: 0.3556 loss_ce_0: 0.5335 loss_bbox_0: 0.3276 loss_giou_0: 0.5342 loss_ce_1: 0.4264 loss_bbox_1: 0.2397 loss_giou_1: 0.4161 loss_ce_2: 0.3643 loss_bbox_2: 0.2137 loss_giou_2: 0.3719 loss_ce_3: 0.3227 loss_bbox_3: 0.2049 loss_giou_3: 0.3609 loss_ce_4: 0.3142 loss_bbox_4: 0.2046 loss_giou_4: 0.3571 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:12] d2.utils.events INFO: eta: 22:43:48 iter: 158899 total_loss: 5.816 loss_ce: 0.3274 loss_bbox: 0.1962 loss_giou: 0.3449 loss_ce_0: 0.5294 loss_bbox_0: 0.3405 loss_giou_0: 0.5182 loss_ce_1: 0.4173 loss_bbox_1: 0.2469 loss_giou_1: 0.3944 loss_ce_2: 0.3675 loss_bbox_2: 0.2218 loss_giou_2: 0.3605 loss_ce_3: 0.3283 loss_bbox_3: 0.2058 loss_giou_3: 0.3497 loss_ce_4: 0.3239 loss_bbox_4: 0.2064 loss_giou_4: 0.3465 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:17] d2.utils.events INFO: eta: 22:43:36 iter: 158919 total_loss: 6.296 loss_ce: 0.3423 loss_bbox: 0.2015 loss_giou: 0.3862 loss_ce_0: 0.5366 loss_bbox_0: 0.338 loss_giou_0: 0.5842 loss_ce_1: 0.4268 loss_bbox_1: 0.2305 loss_giou_1: 0.4438 loss_ce_2: 0.3881 loss_bbox_2: 0.2133 loss_giou_2: 0.4089 loss_ce_3: 0.3517 loss_bbox_3: 0.2067 loss_giou_3: 0.3954 loss_ce_4: 0.3387 loss_bbox_4: 0.2057 loss_giou_4: 0.3897 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:23] d2.utils.events INFO: eta: 22:43:02 iter: 158939 total_loss: 5.83 loss_ce: 0.3056 loss_bbox: 0.1871 loss_giou: 0.3306 loss_ce_0: 0.5178 loss_bbox_0: 0.3253 loss_giou_0: 0.4835 loss_ce_1: 0.417 loss_bbox_1: 0.2172 loss_giou_1: 0.3739 loss_ce_2: 0.3433 loss_bbox_2: 0.2024 loss_giou_2: 0.3453 loss_ce_3: 0.3132 loss_bbox_3: 0.1945 loss_giou_3: 0.338 loss_ce_4: 0.3024 loss_bbox_4: 0.1905 loss_giou_4: 0.3336 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:29] d2.utils.events INFO: eta: 22:43:29 iter: 158959 total_loss: 6.31 loss_ce: 0.3312 loss_bbox: 0.2176 loss_giou: 0.3717 loss_ce_0: 0.5116 loss_bbox_0: 0.3531 loss_giou_0: 0.546 loss_ce_1: 0.4286 loss_bbox_1: 0.2583 loss_giou_1: 0.4181 loss_ce_2: 0.3643 loss_bbox_2: 0.2341 loss_giou_2: 0.3846 loss_ce_3: 0.3403 loss_bbox_3: 0.2283 loss_giou_3: 0.3745 loss_ce_4: 0.3352 loss_bbox_4: 0.2188 loss_giou_4: 0.3684 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:34] d2.utils.events INFO: eta: 22:44:00 iter: 158979 total_loss: 6.115 loss_ce: 0.3197 loss_bbox: 0.1847 loss_giou: 0.3621 loss_ce_0: 0.5144 loss_bbox_0: 0.3257 loss_giou_0: 0.5793 loss_ce_1: 0.4117 loss_bbox_1: 0.2259 loss_giou_1: 0.4169 loss_ce_2: 0.3743 loss_bbox_2: 0.2014 loss_giou_2: 0.389 loss_ce_3: 0.3308 loss_bbox_3: 0.194 loss_giou_3: 0.3714 loss_ce_4: 0.3216 loss_bbox_4: 0.1903 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:40] d2.utils.events INFO: eta: 22:44:24 iter: 158999 total_loss: 5.98 loss_ce: 0.2931 loss_bbox: 0.2041 loss_giou: 0.3406 loss_ce_0: 0.5064 loss_bbox_0: 0.3265 loss_giou_0: 0.5333 loss_ce_1: 0.4132 loss_bbox_1: 0.2299 loss_giou_1: 0.3873 loss_ce_2: 0.3424 loss_bbox_2: 0.2121 loss_giou_2: 0.3608 loss_ce_3: 0.3072 loss_bbox_3: 0.2142 loss_giou_3: 0.3517 loss_ce_4: 0.2917 loss_bbox_4: 0.2071 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:46] d2.utils.events INFO: eta: 22:44:24 iter: 159019 total_loss: 5.999 loss_ce: 0.3169 loss_bbox: 0.1796 loss_giou: 0.3465 loss_ce_0: 0.5153 loss_bbox_0: 0.3177 loss_giou_0: 0.5248 loss_ce_1: 0.4264 loss_bbox_1: 0.2192 loss_giou_1: 0.3803 loss_ce_2: 0.3599 loss_bbox_2: 0.2012 loss_giou_2: 0.3584 loss_ce_3: 0.3267 loss_bbox_3: 0.1932 loss_giou_3: 0.3531 loss_ce_4: 0.3189 loss_bbox_4: 0.182 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:51] d2.utils.events INFO: eta: 22:44:15 iter: 159039 total_loss: 5.622 loss_ce: 0.2787 loss_bbox: 0.191 loss_giou: 0.3562 loss_ce_0: 0.4957 loss_bbox_0: 0.2956 loss_giou_0: 0.5451 loss_ce_1: 0.3953 loss_bbox_1: 0.213 loss_giou_1: 0.4104 loss_ce_2: 0.3181 loss_bbox_2: 0.195 loss_giou_2: 0.3807 loss_ce_3: 0.2857 loss_bbox_3: 0.1928 loss_giou_3: 0.3652 loss_ce_4: 0.2712 loss_bbox_4: 0.1876 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:10:57] d2.utils.events INFO: eta: 22:44:17 iter: 159059 total_loss: 5.79 loss_ce: 0.3154 loss_bbox: 0.1893 loss_giou: 0.3418 loss_ce_0: 0.5157 loss_bbox_0: 0.3058 loss_giou_0: 0.5008 loss_ce_1: 0.427 loss_bbox_1: 0.2203 loss_giou_1: 0.3835 loss_ce_2: 0.3591 loss_bbox_2: 0.1929 loss_giou_2: 0.3539 loss_ce_3: 0.3191 loss_bbox_3: 0.1945 loss_giou_3: 0.3493 loss_ce_4: 0.3133 loss_bbox_4: 0.1921 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:03] d2.utils.events INFO: eta: 22:44:24 iter: 159079 total_loss: 6.051 loss_ce: 0.3222 loss_bbox: 0.1947 loss_giou: 0.3314 loss_ce_0: 0.5317 loss_bbox_0: 0.3312 loss_giou_0: 0.5203 loss_ce_1: 0.4228 loss_bbox_1: 0.2324 loss_giou_1: 0.3833 loss_ce_2: 0.3758 loss_bbox_2: 0.2051 loss_giou_2: 0.3449 loss_ce_3: 0.3346 loss_bbox_3: 0.2049 loss_giou_3: 0.3389 loss_ce_4: 0.3257 loss_bbox_4: 0.1997 loss_giou_4: 0.3365 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:09] d2.utils.events INFO: eta: 22:44:35 iter: 159099 total_loss: 5.886 loss_ce: 0.3108 loss_bbox: 0.1974 loss_giou: 0.3485 loss_ce_0: 0.5156 loss_bbox_0: 0.3416 loss_giou_0: 0.5348 loss_ce_1: 0.4105 loss_bbox_1: 0.2423 loss_giou_1: 0.4023 loss_ce_2: 0.3499 loss_bbox_2: 0.2164 loss_giou_2: 0.3741 loss_ce_3: 0.3249 loss_bbox_3: 0.2011 loss_giou_3: 0.3658 loss_ce_4: 0.3162 loss_bbox_4: 0.2 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:14] d2.utils.events INFO: eta: 22:44:06 iter: 159119 total_loss: 6.086 loss_ce: 0.3374 loss_bbox: 0.1974 loss_giou: 0.3507 loss_ce_0: 0.5266 loss_bbox_0: 0.312 loss_giou_0: 0.5487 loss_ce_1: 0.4351 loss_bbox_1: 0.235 loss_giou_1: 0.4049 loss_ce_2: 0.3708 loss_bbox_2: 0.2165 loss_giou_2: 0.3722 loss_ce_3: 0.3596 loss_bbox_3: 0.205 loss_giou_3: 0.3624 loss_ce_4: 0.3499 loss_bbox_4: 0.1995 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:20] d2.utils.events INFO: eta: 22:44:16 iter: 159139 total_loss: 5.956 loss_ce: 0.3162 loss_bbox: 0.1967 loss_giou: 0.3624 loss_ce_0: 0.5083 loss_bbox_0: 0.3262 loss_giou_0: 0.5454 loss_ce_1: 0.4059 loss_bbox_1: 0.2282 loss_giou_1: 0.414 loss_ce_2: 0.3475 loss_bbox_2: 0.2073 loss_giou_2: 0.3833 loss_ce_3: 0.3244 loss_bbox_3: 0.2045 loss_giou_3: 0.3718 loss_ce_4: 0.3166 loss_bbox_4: 0.1976 loss_giou_4: 0.3643 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:26] d2.utils.events INFO: eta: 22:44:18 iter: 159159 total_loss: 5.865 loss_ce: 0.2935 loss_bbox: 0.1859 loss_giou: 0.3467 loss_ce_0: 0.5218 loss_bbox_0: 0.3102 loss_giou_0: 0.5367 loss_ce_1: 0.3914 loss_bbox_1: 0.2125 loss_giou_1: 0.3944 loss_ce_2: 0.3352 loss_bbox_2: 0.1949 loss_giou_2: 0.3683 loss_ce_3: 0.3025 loss_bbox_3: 0.1892 loss_giou_3: 0.3586 loss_ce_4: 0.2823 loss_bbox_4: 0.1834 loss_giou_4: 0.3512 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:31] d2.utils.events INFO: eta: 22:44:14 iter: 159179 total_loss: 6.101 loss_ce: 0.3149 loss_bbox: 0.2123 loss_giou: 0.3465 loss_ce_0: 0.5469 loss_bbox_0: 0.3358 loss_giou_0: 0.5274 loss_ce_1: 0.4297 loss_bbox_1: 0.2416 loss_giou_1: 0.3892 loss_ce_2: 0.3534 loss_bbox_2: 0.2206 loss_giou_2: 0.365 loss_ce_3: 0.3276 loss_bbox_3: 0.2193 loss_giou_3: 0.3524 loss_ce_4: 0.3217 loss_bbox_4: 0.2147 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:37] d2.utils.events INFO: eta: 22:44:07 iter: 159199 total_loss: 5.841 loss_ce: 0.3194 loss_bbox: 0.1953 loss_giou: 0.3283 loss_ce_0: 0.5121 loss_bbox_0: 0.3256 loss_giou_0: 0.5214 loss_ce_1: 0.4193 loss_bbox_1: 0.2302 loss_giou_1: 0.3778 loss_ce_2: 0.3505 loss_bbox_2: 0.2111 loss_giou_2: 0.343 loss_ce_3: 0.3258 loss_bbox_3: 0.2017 loss_giou_3: 0.3348 loss_ce_4: 0.3182 loss_bbox_4: 0.1999 loss_giou_4: 0.3315 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:43] d2.utils.events INFO: eta: 22:43:45 iter: 159219 total_loss: 5.832 loss_ce: 0.3115 loss_bbox: 0.1908 loss_giou: 0.3421 loss_ce_0: 0.5052 loss_bbox_0: 0.3389 loss_giou_0: 0.5375 loss_ce_1: 0.4122 loss_bbox_1: 0.2331 loss_giou_1: 0.3941 loss_ce_2: 0.3462 loss_bbox_2: 0.209 loss_giou_2: 0.3602 loss_ce_3: 0.3145 loss_bbox_3: 0.2004 loss_giou_3: 0.3479 loss_ce_4: 0.3157 loss_bbox_4: 0.197 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:49] d2.utils.events INFO: eta: 22:43:57 iter: 159239 total_loss: 6.153 loss_ce: 0.3401 loss_bbox: 0.1881 loss_giou: 0.348 loss_ce_0: 0.5285 loss_bbox_0: 0.3273 loss_giou_0: 0.5298 loss_ce_1: 0.4217 loss_bbox_1: 0.2284 loss_giou_1: 0.3995 loss_ce_2: 0.3698 loss_bbox_2: 0.2027 loss_giou_2: 0.3628 loss_ce_3: 0.3413 loss_bbox_3: 0.1981 loss_giou_3: 0.3534 loss_ce_4: 0.3328 loss_bbox_4: 0.1898 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 02:11:54] d2.utils.events INFO: eta: 22:44:05 iter: 159259 total_loss: 5.946 loss_ce: 0.3126 loss_bbox: 0.2036 loss_giou: 0.3377 loss_ce_0: 0.5039 loss_bbox_0: 0.3377 loss_giou_0: 0.5455 loss_ce_1: 0.4167 loss_bbox_1: 0.2452 loss_giou_1: 0.394 loss_ce_2: 0.3479 loss_bbox_2: 0.2119 loss_giou_2: 0.3578 loss_ce_3: 0.323 loss_bbox_3: 0.2088 loss_giou_3: 0.3447 loss_ce_4: 0.3157 loss_bbox_4: 0.2048 loss_giou_4: 0.3394 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:00] d2.utils.events INFO: eta: 22:43:54 iter: 159279 total_loss: 5.883 loss_ce: 0.3006 loss_bbox: 0.1835 loss_giou: 0.3603 loss_ce_0: 0.5078 loss_bbox_0: 0.3188 loss_giou_0: 0.562 loss_ce_1: 0.4053 loss_bbox_1: 0.224 loss_giou_1: 0.4161 loss_ce_2: 0.335 loss_bbox_2: 0.2029 loss_giou_2: 0.3781 loss_ce_3: 0.3015 loss_bbox_3: 0.1909 loss_giou_3: 0.3722 loss_ce_4: 0.2969 loss_bbox_4: 0.1884 loss_giou_4: 0.3663 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:06] d2.utils.events INFO: eta: 22:43:54 iter: 159299 total_loss: 5.696 loss_ce: 0.3034 loss_bbox: 0.1816 loss_giou: 0.3277 loss_ce_0: 0.4949 loss_bbox_0: 0.3279 loss_giou_0: 0.513 loss_ce_1: 0.3889 loss_bbox_1: 0.2199 loss_giou_1: 0.3759 loss_ce_2: 0.3427 loss_bbox_2: 0.2015 loss_giou_2: 0.346 loss_ce_3: 0.3132 loss_bbox_3: 0.1882 loss_giou_3: 0.3377 loss_ce_4: 0.3009 loss_bbox_4: 0.1833 loss_giou_4: 0.3309 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:12] d2.utils.events INFO: eta: 22:43:39 iter: 159319 total_loss: 5.793 loss_ce: 0.3117 loss_bbox: 0.1772 loss_giou: 0.3435 loss_ce_0: 0.5137 loss_bbox_0: 0.321 loss_giou_0: 0.5315 loss_ce_1: 0.4055 loss_bbox_1: 0.2142 loss_giou_1: 0.3987 loss_ce_2: 0.3426 loss_bbox_2: 0.1981 loss_giou_2: 0.3646 loss_ce_3: 0.313 loss_bbox_3: 0.1847 loss_giou_3: 0.3487 loss_ce_4: 0.3083 loss_bbox_4: 0.1789 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:18] d2.utils.events INFO: eta: 22:43:33 iter: 159339 total_loss: 5.699 loss_ce: 0.3027 loss_bbox: 0.1971 loss_giou: 0.3425 loss_ce_0: 0.4997 loss_bbox_0: 0.327 loss_giou_0: 0.5028 loss_ce_1: 0.4002 loss_bbox_1: 0.231 loss_giou_1: 0.3797 loss_ce_2: 0.3411 loss_bbox_2: 0.204 loss_giou_2: 0.3554 loss_ce_3: 0.3112 loss_bbox_3: 0.1969 loss_giou_3: 0.3477 loss_ce_4: 0.3 loss_bbox_4: 0.1946 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:23] d2.utils.events INFO: eta: 22:43:28 iter: 159359 total_loss: 5.851 loss_ce: 0.2906 loss_bbox: 0.1948 loss_giou: 0.3477 loss_ce_0: 0.4965 loss_bbox_0: 0.3238 loss_giou_0: 0.5321 loss_ce_1: 0.381 loss_bbox_1: 0.2381 loss_giou_1: 0.3906 loss_ce_2: 0.3261 loss_bbox_2: 0.2099 loss_giou_2: 0.3635 loss_ce_3: 0.3023 loss_bbox_3: 0.2057 loss_giou_3: 0.3548 loss_ce_4: 0.293 loss_bbox_4: 0.1961 loss_giou_4: 0.3489 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:29] d2.utils.events INFO: eta: 22:43:08 iter: 159379 total_loss: 5.898 loss_ce: 0.3056 loss_bbox: 0.1807 loss_giou: 0.3418 loss_ce_0: 0.5128 loss_bbox_0: 0.3181 loss_giou_0: 0.5346 loss_ce_1: 0.4102 loss_bbox_1: 0.2183 loss_giou_1: 0.4044 loss_ce_2: 0.3495 loss_bbox_2: 0.1956 loss_giou_2: 0.3731 loss_ce_3: 0.3232 loss_bbox_3: 0.189 loss_giou_3: 0.3561 loss_ce_4: 0.3007 loss_bbox_4: 0.1816 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:35] d2.utils.events INFO: eta: 22:43:02 iter: 159399 total_loss: 6.021 loss_ce: 0.3305 loss_bbox: 0.1973 loss_giou: 0.3405 loss_ce_0: 0.5168 loss_bbox_0: 0.3205 loss_giou_0: 0.5138 loss_ce_1: 0.4288 loss_bbox_1: 0.2382 loss_giou_1: 0.3995 loss_ce_2: 0.3673 loss_bbox_2: 0.2128 loss_giou_2: 0.3649 loss_ce_3: 0.3443 loss_bbox_3: 0.207 loss_giou_3: 0.348 loss_ce_4: 0.334 loss_bbox_4: 0.1997 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:40] d2.utils.events INFO: eta: 22:42:56 iter: 159419 total_loss: 5.466 loss_ce: 0.2932 loss_bbox: 0.1843 loss_giou: 0.3302 loss_ce_0: 0.4987 loss_bbox_0: 0.3185 loss_giou_0: 0.5144 loss_ce_1: 0.3851 loss_bbox_1: 0.222 loss_giou_1: 0.3873 loss_ce_2: 0.3335 loss_bbox_2: 0.1932 loss_giou_2: 0.3541 loss_ce_3: 0.3082 loss_bbox_3: 0.1898 loss_giou_3: 0.3496 loss_ce_4: 0.2939 loss_bbox_4: 0.1873 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:46] d2.utils.events INFO: eta: 22:42:16 iter: 159439 total_loss: 5.914 loss_ce: 0.3024 loss_bbox: 0.1912 loss_giou: 0.3461 loss_ce_0: 0.5133 loss_bbox_0: 0.337 loss_giou_0: 0.5139 loss_ce_1: 0.4117 loss_bbox_1: 0.2349 loss_giou_1: 0.391 loss_ce_2: 0.34 loss_bbox_2: 0.2093 loss_giou_2: 0.3665 loss_ce_3: 0.3081 loss_bbox_3: 0.1975 loss_giou_3: 0.3597 loss_ce_4: 0.3051 loss_bbox_4: 0.1937 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:52] d2.utils.events INFO: eta: 22:42:07 iter: 159459 total_loss: 5.895 loss_ce: 0.3238 loss_bbox: 0.2016 loss_giou: 0.3298 loss_ce_0: 0.5273 loss_bbox_0: 0.3241 loss_giou_0: 0.521 loss_ce_1: 0.4147 loss_bbox_1: 0.2385 loss_giou_1: 0.3753 loss_ce_2: 0.3558 loss_bbox_2: 0.2187 loss_giou_2: 0.3503 loss_ce_3: 0.34 loss_bbox_3: 0.2106 loss_giou_3: 0.3358 loss_ce_4: 0.3184 loss_bbox_4: 0.204 loss_giou_4: 0.329 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 02:12:57] d2.utils.events INFO: eta: 22:41:37 iter: 159479 total_loss: 5.773 loss_ce: 0.2941 loss_bbox: 0.1834 loss_giou: 0.3207 loss_ce_0: 0.4973 loss_bbox_0: 0.3357 loss_giou_0: 0.5222 loss_ce_1: 0.3931 loss_bbox_1: 0.2241 loss_giou_1: 0.3744 loss_ce_2: 0.3344 loss_bbox_2: 0.1982 loss_giou_2: 0.341 loss_ce_3: 0.3057 loss_bbox_3: 0.1938 loss_giou_3: 0.3282 loss_ce_4: 0.3026 loss_bbox_4: 0.1865 loss_giou_4: 0.3242 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:03] d2.utils.events INFO: eta: 22:41:39 iter: 159499 total_loss: 5.727 loss_ce: 0.2946 loss_bbox: 0.1954 loss_giou: 0.3363 loss_ce_0: 0.4953 loss_bbox_0: 0.3287 loss_giou_0: 0.4874 loss_ce_1: 0.394 loss_bbox_1: 0.2285 loss_giou_1: 0.3723 loss_ce_2: 0.3383 loss_bbox_2: 0.2069 loss_giou_2: 0.3429 loss_ce_3: 0.3029 loss_bbox_3: 0.1988 loss_giou_3: 0.3394 loss_ce_4: 0.3003 loss_bbox_4: 0.1959 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:09] d2.utils.events INFO: eta: 22:41:26 iter: 159519 total_loss: 5.645 loss_ce: 0.3123 loss_bbox: 0.1968 loss_giou: 0.3457 loss_ce_0: 0.4941 loss_bbox_0: 0.3143 loss_giou_0: 0.496 loss_ce_1: 0.398 loss_bbox_1: 0.2203 loss_giou_1: 0.384 loss_ce_2: 0.3476 loss_bbox_2: 0.1975 loss_giou_2: 0.3547 loss_ce_3: 0.3208 loss_bbox_3: 0.2002 loss_giou_3: 0.351 loss_ce_4: 0.3058 loss_bbox_4: 0.2009 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:14] d2.utils.events INFO: eta: 22:40:50 iter: 159539 total_loss: 5.795 loss_ce: 0.3137 loss_bbox: 0.1895 loss_giou: 0.3333 loss_ce_0: 0.5043 loss_bbox_0: 0.3064 loss_giou_0: 0.5095 loss_ce_1: 0.4133 loss_bbox_1: 0.2184 loss_giou_1: 0.371 loss_ce_2: 0.3634 loss_bbox_2: 0.1992 loss_giou_2: 0.3462 loss_ce_3: 0.3395 loss_bbox_3: 0.1936 loss_giou_3: 0.3406 loss_ce_4: 0.3194 loss_bbox_4: 0.1912 loss_giou_4: 0.3386 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:20] d2.utils.events INFO: eta: 22:40:45 iter: 159559 total_loss: 6.242 loss_ce: 0.3363 loss_bbox: 0.1796 loss_giou: 0.3834 loss_ce_0: 0.5169 loss_bbox_0: 0.3199 loss_giou_0: 0.5649 loss_ce_1: 0.4185 loss_bbox_1: 0.2119 loss_giou_1: 0.4391 loss_ce_2: 0.3769 loss_bbox_2: 0.1914 loss_giou_2: 0.4011 loss_ce_3: 0.3491 loss_bbox_3: 0.1874 loss_giou_3: 0.3906 loss_ce_4: 0.3427 loss_bbox_4: 0.1853 loss_giou_4: 0.3879 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:26] d2.utils.events INFO: eta: 22:40:52 iter: 159579 total_loss: 6.008 loss_ce: 0.3271 loss_bbox: 0.1986 loss_giou: 0.3528 loss_ce_0: 0.5453 loss_bbox_0: 0.3322 loss_giou_0: 0.5349 loss_ce_1: 0.4199 loss_bbox_1: 0.2329 loss_giou_1: 0.4027 loss_ce_2: 0.3669 loss_bbox_2: 0.2115 loss_giou_2: 0.3603 loss_ce_3: 0.3348 loss_bbox_3: 0.2047 loss_giou_3: 0.3475 loss_ce_4: 0.3281 loss_bbox_4: 0.2008 loss_giou_4: 0.346 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:31] d2.utils.events INFO: eta: 22:40:29 iter: 159599 total_loss: 5.773 loss_ce: 0.3015 loss_bbox: 0.1854 loss_giou: 0.3342 loss_ce_0: 0.5012 loss_bbox_0: 0.3237 loss_giou_0: 0.5236 loss_ce_1: 0.4091 loss_bbox_1: 0.2134 loss_giou_1: 0.3793 loss_ce_2: 0.3382 loss_bbox_2: 0.1968 loss_giou_2: 0.3513 loss_ce_3: 0.3217 loss_bbox_3: 0.1909 loss_giou_3: 0.3419 loss_ce_4: 0.307 loss_bbox_4: 0.1852 loss_giou_4: 0.3368 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:37] d2.utils.events INFO: eta: 22:40:21 iter: 159619 total_loss: 5.833 loss_ce: 0.3085 loss_bbox: 0.194 loss_giou: 0.3288 loss_ce_0: 0.4982 loss_bbox_0: 0.3135 loss_giou_0: 0.5008 loss_ce_1: 0.4055 loss_bbox_1: 0.2252 loss_giou_1: 0.3787 loss_ce_2: 0.3407 loss_bbox_2: 0.2064 loss_giou_2: 0.3459 loss_ce_3: 0.3133 loss_bbox_3: 0.1999 loss_giou_3: 0.3372 loss_ce_4: 0.3023 loss_bbox_4: 0.1983 loss_giou_4: 0.336 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:43] d2.utils.events INFO: eta: 22:40:13 iter: 159639 total_loss: 5.7 loss_ce: 0.32 loss_bbox: 0.1715 loss_giou: 0.3392 loss_ce_0: 0.4991 loss_bbox_0: 0.3068 loss_giou_0: 0.4981 loss_ce_1: 0.4026 loss_bbox_1: 0.2066 loss_giou_1: 0.3849 loss_ce_2: 0.3404 loss_bbox_2: 0.1874 loss_giou_2: 0.3524 loss_ce_3: 0.3119 loss_bbox_3: 0.1783 loss_giou_3: 0.345 loss_ce_4: 0.3153 loss_bbox_4: 0.1715 loss_giou_4: 0.3378 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:48] d2.utils.events INFO: eta: 22:40:14 iter: 159659 total_loss: 5.812 loss_ce: 0.313 loss_bbox: 0.1889 loss_giou: 0.36 loss_ce_0: 0.4948 loss_bbox_0: 0.3221 loss_giou_0: 0.5255 loss_ce_1: 0.3947 loss_bbox_1: 0.2269 loss_giou_1: 0.423 loss_ce_2: 0.3441 loss_bbox_2: 0.1961 loss_giou_2: 0.3851 loss_ce_3: 0.3172 loss_bbox_3: 0.1942 loss_giou_3: 0.3675 loss_ce_4: 0.3063 loss_bbox_4: 0.1901 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:13:54] d2.utils.events INFO: eta: 22:40:16 iter: 159679 total_loss: 6.16 loss_ce: 0.3167 loss_bbox: 0.1936 loss_giou: 0.3454 loss_ce_0: 0.5361 loss_bbox_0: 0.3238 loss_giou_0: 0.5527 loss_ce_1: 0.4284 loss_bbox_1: 0.2271 loss_giou_1: 0.4048 loss_ce_2: 0.3733 loss_bbox_2: 0.2059 loss_giou_2: 0.3715 loss_ce_3: 0.3338 loss_bbox_3: 0.1996 loss_giou_3: 0.3608 loss_ce_4: 0.3224 loss_bbox_4: 0.199 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:00] d2.utils.events INFO: eta: 22:40:05 iter: 159699 total_loss: 5.833 loss_ce: 0.3036 loss_bbox: 0.1829 loss_giou: 0.331 loss_ce_0: 0.5191 loss_bbox_0: 0.3384 loss_giou_0: 0.5462 loss_ce_1: 0.4186 loss_bbox_1: 0.2307 loss_giou_1: 0.3871 loss_ce_2: 0.3651 loss_bbox_2: 0.1987 loss_giou_2: 0.3551 loss_ce_3: 0.3198 loss_bbox_3: 0.1904 loss_giou_3: 0.3398 loss_ce_4: 0.3123 loss_bbox_4: 0.1866 loss_giou_4: 0.3327 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:05] d2.utils.events INFO: eta: 22:40:42 iter: 159719 total_loss: 5.842 loss_ce: 0.3004 loss_bbox: 0.1801 loss_giou: 0.3646 loss_ce_0: 0.4987 loss_bbox_0: 0.3133 loss_giou_0: 0.5402 loss_ce_1: 0.3872 loss_bbox_1: 0.218 loss_giou_1: 0.4044 loss_ce_2: 0.3406 loss_bbox_2: 0.2022 loss_giou_2: 0.3828 loss_ce_3: 0.312 loss_bbox_3: 0.1943 loss_giou_3: 0.3704 loss_ce_4: 0.3029 loss_bbox_4: 0.1818 loss_giou_4: 0.3655 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:11] d2.utils.events INFO: eta: 22:40:07 iter: 159739 total_loss: 5.646 loss_ce: 0.2971 loss_bbox: 0.1812 loss_giou: 0.3251 loss_ce_0: 0.5054 loss_bbox_0: 0.3193 loss_giou_0: 0.5068 loss_ce_1: 0.3894 loss_bbox_1: 0.2212 loss_giou_1: 0.3745 loss_ce_2: 0.3319 loss_bbox_2: 0.1933 loss_giou_2: 0.3355 loss_ce_3: 0.3008 loss_bbox_3: 0.1892 loss_giou_3: 0.3319 loss_ce_4: 0.297 loss_bbox_4: 0.1849 loss_giou_4: 0.3299 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:17] d2.utils.events INFO: eta: 22:39:46 iter: 159759 total_loss: 5.784 loss_ce: 0.3038 loss_bbox: 0.1787 loss_giou: 0.3312 loss_ce_0: 0.502 loss_bbox_0: 0.3062 loss_giou_0: 0.5153 loss_ce_1: 0.401 loss_bbox_1: 0.217 loss_giou_1: 0.3839 loss_ce_2: 0.3388 loss_bbox_2: 0.1942 loss_giou_2: 0.3631 loss_ce_3: 0.3169 loss_bbox_3: 0.1894 loss_giou_3: 0.351 loss_ce_4: 0.3019 loss_bbox_4: 0.1836 loss_giou_4: 0.3425 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:22] d2.utils.events INFO: eta: 22:39:34 iter: 159779 total_loss: 5.906 loss_ce: 0.3056 loss_bbox: 0.1916 loss_giou: 0.3667 loss_ce_0: 0.5003 loss_bbox_0: 0.3231 loss_giou_0: 0.5476 loss_ce_1: 0.4022 loss_bbox_1: 0.2161 loss_giou_1: 0.4072 loss_ce_2: 0.3465 loss_bbox_2: 0.2033 loss_giou_2: 0.3825 loss_ce_3: 0.3141 loss_bbox_3: 0.2001 loss_giou_3: 0.373 loss_ce_4: 0.3053 loss_bbox_4: 0.1949 loss_giou_4: 0.3653 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:28] d2.utils.events INFO: eta: 22:39:33 iter: 159799 total_loss: 5.967 loss_ce: 0.3164 loss_bbox: 0.183 loss_giou: 0.36 loss_ce_0: 0.5242 loss_bbox_0: 0.3109 loss_giou_0: 0.5369 loss_ce_1: 0.4219 loss_bbox_1: 0.2134 loss_giou_1: 0.4016 loss_ce_2: 0.3666 loss_bbox_2: 0.1949 loss_giou_2: 0.3722 loss_ce_3: 0.3306 loss_bbox_3: 0.1905 loss_giou_3: 0.3656 loss_ce_4: 0.3172 loss_bbox_4: 0.1872 loss_giou_4: 0.3681 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:34] d2.utils.events INFO: eta: 22:39:29 iter: 159819 total_loss: 5.84 loss_ce: 0.3126 loss_bbox: 0.2003 loss_giou: 0.3627 loss_ce_0: 0.5214 loss_bbox_0: 0.3236 loss_giou_0: 0.5457 loss_ce_1: 0.4164 loss_bbox_1: 0.2321 loss_giou_1: 0.4155 loss_ce_2: 0.3586 loss_bbox_2: 0.2205 loss_giou_2: 0.3811 loss_ce_3: 0.3214 loss_bbox_3: 0.201 loss_giou_3: 0.3747 loss_ce_4: 0.3132 loss_bbox_4: 0.1992 loss_giou_4: 0.3688 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:40] d2.utils.events INFO: eta: 22:39:17 iter: 159839 total_loss: 5.904 loss_ce: 0.3075 loss_bbox: 0.2171 loss_giou: 0.3362 loss_ce_0: 0.516 loss_bbox_0: 0.3303 loss_giou_0: 0.4925 loss_ce_1: 0.4168 loss_bbox_1: 0.2428 loss_giou_1: 0.3719 loss_ce_2: 0.3438 loss_bbox_2: 0.2241 loss_giou_2: 0.3488 loss_ce_3: 0.3214 loss_bbox_3: 0.2206 loss_giou_3: 0.3363 loss_ce_4: 0.3025 loss_bbox_4: 0.219 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:45] d2.utils.events INFO: eta: 22:39:34 iter: 159859 total_loss: 5.925 loss_ce: 0.326 loss_bbox: 0.2019 loss_giou: 0.3532 loss_ce_0: 0.5177 loss_bbox_0: 0.3368 loss_giou_0: 0.533 loss_ce_1: 0.4179 loss_bbox_1: 0.2412 loss_giou_1: 0.3893 loss_ce_2: 0.3647 loss_bbox_2: 0.2159 loss_giou_2: 0.3593 loss_ce_3: 0.335 loss_bbox_3: 0.2093 loss_giou_3: 0.3508 loss_ce_4: 0.3268 loss_bbox_4: 0.2044 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:51] d2.utils.events INFO: eta: 22:39:39 iter: 159879 total_loss: 6.177 loss_ce: 0.3185 loss_bbox: 0.202 loss_giou: 0.3692 loss_ce_0: 0.5383 loss_bbox_0: 0.327 loss_giou_0: 0.5519 loss_ce_1: 0.4278 loss_bbox_1: 0.2289 loss_giou_1: 0.4168 loss_ce_2: 0.3718 loss_bbox_2: 0.2113 loss_giou_2: 0.3868 loss_ce_3: 0.3326 loss_bbox_3: 0.2068 loss_giou_3: 0.3769 loss_ce_4: 0.3233 loss_bbox_4: 0.2038 loss_giou_4: 0.3709 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:14:57] d2.utils.events INFO: eta: 22:39:28 iter: 159899 total_loss: 6.054 loss_ce: 0.3101 loss_bbox: 0.1932 loss_giou: 0.3564 loss_ce_0: 0.5132 loss_bbox_0: 0.3156 loss_giou_0: 0.5413 loss_ce_1: 0.404 loss_bbox_1: 0.224 loss_giou_1: 0.4044 loss_ce_2: 0.3448 loss_bbox_2: 0.1981 loss_giou_2: 0.3703 loss_ce_3: 0.3174 loss_bbox_3: 0.196 loss_giou_3: 0.3658 loss_ce_4: 0.3086 loss_bbox_4: 0.1952 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:02] d2.utils.events INFO: eta: 22:39:28 iter: 159919 total_loss: 5.905 loss_ce: 0.3175 loss_bbox: 0.1935 loss_giou: 0.3254 loss_ce_0: 0.5084 loss_bbox_0: 0.3222 loss_giou_0: 0.5182 loss_ce_1: 0.4055 loss_bbox_1: 0.2254 loss_giou_1: 0.3688 loss_ce_2: 0.3419 loss_bbox_2: 0.2057 loss_giou_2: 0.3381 loss_ce_3: 0.3313 loss_bbox_3: 0.197 loss_giou_3: 0.3262 loss_ce_4: 0.3144 loss_bbox_4: 0.1962 loss_giou_4: 0.3256 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:08] d2.utils.events INFO: eta: 22:39:41 iter: 159939 total_loss: 5.759 loss_ce: 0.3102 loss_bbox: 0.1759 loss_giou: 0.336 loss_ce_0: 0.5079 loss_bbox_0: 0.3112 loss_giou_0: 0.5184 loss_ce_1: 0.4097 loss_bbox_1: 0.2135 loss_giou_1: 0.3855 loss_ce_2: 0.3606 loss_bbox_2: 0.1892 loss_giou_2: 0.3565 loss_ce_3: 0.32 loss_bbox_3: 0.1837 loss_giou_3: 0.3399 loss_ce_4: 0.3099 loss_bbox_4: 0.1802 loss_giou_4: 0.3409 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:14] d2.utils.events INFO: eta: 22:39:36 iter: 159959 total_loss: 5.807 loss_ce: 0.3004 loss_bbox: 0.1914 loss_giou: 0.3208 loss_ce_0: 0.4933 loss_bbox_0: 0.3249 loss_giou_0: 0.5201 loss_ce_1: 0.399 loss_bbox_1: 0.2321 loss_giou_1: 0.3872 loss_ce_2: 0.345 loss_bbox_2: 0.1987 loss_giou_2: 0.3433 loss_ce_3: 0.3131 loss_bbox_3: 0.1947 loss_giou_3: 0.3277 loss_ce_4: 0.2967 loss_bbox_4: 0.194 loss_giou_4: 0.3278 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:19] d2.utils.events INFO: eta: 22:39:18 iter: 159979 total_loss: 5.944 loss_ce: 0.3094 loss_bbox: 0.1848 loss_giou: 0.3407 loss_ce_0: 0.4986 loss_bbox_0: 0.32 loss_giou_0: 0.5414 loss_ce_1: 0.4184 loss_bbox_1: 0.2227 loss_giou_1: 0.396 loss_ce_2: 0.3596 loss_bbox_2: 0.2031 loss_giou_2: 0.3636 loss_ce_3: 0.323 loss_bbox_3: 0.1996 loss_giou_3: 0.351 loss_ce_4: 0.3137 loss_bbox_4: 0.1902 loss_giou_4: 0.3428 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:25] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0159999.pth [11/03 02:15:27] d2.utils.events INFO: eta: 22:39:07 iter: 159999 total_loss: 5.789 loss_ce: 0.3082 loss_bbox: 0.1695 loss_giou: 0.3425 loss_ce_0: 0.5061 loss_bbox_0: 0.3166 loss_giou_0: 0.5266 loss_ce_1: 0.4127 loss_bbox_1: 0.2074 loss_giou_1: 0.3897 loss_ce_2: 0.3384 loss_bbox_2: 0.1914 loss_giou_2: 0.3596 loss_ce_3: 0.3164 loss_bbox_3: 0.1787 loss_giou_3: 0.3504 loss_ce_4: 0.3061 loss_bbox_4: 0.1734 loss_giou_4: 0.3477 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:33] d2.utils.events INFO: eta: 22:39:07 iter: 160019 total_loss: 5.832 loss_ce: 0.3091 loss_bbox: 0.1906 loss_giou: 0.3481 loss_ce_0: 0.5294 loss_bbox_0: 0.3097 loss_giou_0: 0.5447 loss_ce_1: 0.4075 loss_bbox_1: 0.2093 loss_giou_1: 0.3956 loss_ce_2: 0.352 loss_bbox_2: 0.1961 loss_giou_2: 0.3697 loss_ce_3: 0.316 loss_bbox_3: 0.1886 loss_giou_3: 0.3578 loss_ce_4: 0.315 loss_bbox_4: 0.1945 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:39] d2.utils.events INFO: eta: 22:38:47 iter: 160039 total_loss: 5.81 loss_ce: 0.292 loss_bbox: 0.1937 loss_giou: 0.3367 loss_ce_0: 0.5091 loss_bbox_0: 0.3206 loss_giou_0: 0.541 loss_ce_1: 0.3884 loss_bbox_1: 0.2215 loss_giou_1: 0.385 loss_ce_2: 0.3253 loss_bbox_2: 0.2051 loss_giou_2: 0.3567 loss_ce_3: 0.305 loss_bbox_3: 0.2019 loss_giou_3: 0.3478 loss_ce_4: 0.2972 loss_bbox_4: 0.1957 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:44] d2.utils.events INFO: eta: 22:38:24 iter: 160059 total_loss: 5.727 loss_ce: 0.313 loss_bbox: 0.1821 loss_giou: 0.3372 loss_ce_0: 0.5286 loss_bbox_0: 0.3151 loss_giou_0: 0.5159 loss_ce_1: 0.4046 loss_bbox_1: 0.2188 loss_giou_1: 0.3783 loss_ce_2: 0.3558 loss_bbox_2: 0.1907 loss_giou_2: 0.3574 loss_ce_3: 0.3205 loss_bbox_3: 0.1876 loss_giou_3: 0.3486 loss_ce_4: 0.3033 loss_bbox_4: 0.1819 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:50] d2.utils.events INFO: eta: 22:38:13 iter: 160079 total_loss: 6.072 loss_ce: 0.3029 loss_bbox: 0.1922 loss_giou: 0.3592 loss_ce_0: 0.4903 loss_bbox_0: 0.3215 loss_giou_0: 0.5495 loss_ce_1: 0.3951 loss_bbox_1: 0.2313 loss_giou_1: 0.4101 loss_ce_2: 0.3363 loss_bbox_2: 0.1997 loss_giou_2: 0.3804 loss_ce_3: 0.3032 loss_bbox_3: 0.1999 loss_giou_3: 0.3761 loss_ce_4: 0.3017 loss_bbox_4: 0.1963 loss_giou_4: 0.3671 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 02:15:56] d2.utils.events INFO: eta: 22:38:01 iter: 160099 total_loss: 5.899 loss_ce: 0.3119 loss_bbox: 0.1915 loss_giou: 0.343 loss_ce_0: 0.5143 loss_bbox_0: 0.3109 loss_giou_0: 0.511 loss_ce_1: 0.4127 loss_bbox_1: 0.2232 loss_giou_1: 0.3885 loss_ce_2: 0.3525 loss_bbox_2: 0.2023 loss_giou_2: 0.3664 loss_ce_3: 0.3341 loss_bbox_3: 0.2003 loss_giou_3: 0.35 loss_ce_4: 0.3236 loss_bbox_4: 0.1915 loss_giou_4: 0.3464 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:01] d2.utils.events INFO: eta: 22:38:05 iter: 160119 total_loss: 5.532 loss_ce: 0.2875 loss_bbox: 0.1759 loss_giou: 0.3188 loss_ce_0: 0.4774 loss_bbox_0: 0.2995 loss_giou_0: 0.5103 loss_ce_1: 0.3886 loss_bbox_1: 0.2106 loss_giou_1: 0.3759 loss_ce_2: 0.3216 loss_bbox_2: 0.1848 loss_giou_2: 0.3421 loss_ce_3: 0.2953 loss_bbox_3: 0.1812 loss_giou_3: 0.3334 loss_ce_4: 0.2914 loss_bbox_4: 0.1783 loss_giou_4: 0.3262 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:07] d2.utils.events INFO: eta: 22:37:59 iter: 160139 total_loss: 5.972 loss_ce: 0.3229 loss_bbox: 0.1973 loss_giou: 0.3432 loss_ce_0: 0.4963 loss_bbox_0: 0.3212 loss_giou_0: 0.5183 loss_ce_1: 0.408 loss_bbox_1: 0.2307 loss_giou_1: 0.3868 loss_ce_2: 0.346 loss_bbox_2: 0.206 loss_giou_2: 0.3616 loss_ce_3: 0.3294 loss_bbox_3: 0.2007 loss_giou_3: 0.352 loss_ce_4: 0.3143 loss_bbox_4: 0.1971 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:13] d2.utils.events INFO: eta: 22:37:42 iter: 160159 total_loss: 5.738 loss_ce: 0.2968 loss_bbox: 0.1929 loss_giou: 0.3352 loss_ce_0: 0.5073 loss_bbox_0: 0.3157 loss_giou_0: 0.4993 loss_ce_1: 0.3976 loss_bbox_1: 0.2286 loss_giou_1: 0.3804 loss_ce_2: 0.3269 loss_bbox_2: 0.2112 loss_giou_2: 0.3513 loss_ce_3: 0.3091 loss_bbox_3: 0.2013 loss_giou_3: 0.3377 loss_ce_4: 0.3038 loss_bbox_4: 0.1964 loss_giou_4: 0.3337 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:18] d2.utils.events INFO: eta: 22:37:45 iter: 160179 total_loss: 5.538 loss_ce: 0.2793 loss_bbox: 0.1916 loss_giou: 0.3469 loss_ce_0: 0.505 loss_bbox_0: 0.3342 loss_giou_0: 0.5396 loss_ce_1: 0.384 loss_bbox_1: 0.2314 loss_giou_1: 0.3874 loss_ce_2: 0.3267 loss_bbox_2: 0.2036 loss_giou_2: 0.3562 loss_ce_3: 0.2896 loss_bbox_3: 0.1964 loss_giou_3: 0.348 loss_ce_4: 0.2799 loss_bbox_4: 0.1929 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:24] d2.utils.events INFO: eta: 22:37:39 iter: 160199 total_loss: 5.901 loss_ce: 0.3104 loss_bbox: 0.1882 loss_giou: 0.3561 loss_ce_0: 0.5206 loss_bbox_0: 0.3279 loss_giou_0: 0.5394 loss_ce_1: 0.4067 loss_bbox_1: 0.2278 loss_giou_1: 0.3838 loss_ce_2: 0.3372 loss_bbox_2: 0.201 loss_giou_2: 0.3643 loss_ce_3: 0.3223 loss_bbox_3: 0.1948 loss_giou_3: 0.3602 loss_ce_4: 0.3122 loss_bbox_4: 0.1878 loss_giou_4: 0.3547 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:30] d2.utils.events INFO: eta: 22:37:29 iter: 160219 total_loss: 5.968 loss_ce: 0.2969 loss_bbox: 0.1973 loss_giou: 0.3568 loss_ce_0: 0.5031 loss_bbox_0: 0.3201 loss_giou_0: 0.5323 loss_ce_1: 0.3987 loss_bbox_1: 0.2301 loss_giou_1: 0.4062 loss_ce_2: 0.3403 loss_bbox_2: 0.2101 loss_giou_2: 0.3687 loss_ce_3: 0.3078 loss_bbox_3: 0.2051 loss_giou_3: 0.3655 loss_ce_4: 0.3051 loss_bbox_4: 0.2016 loss_giou_4: 0.3616 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:35] d2.utils.events INFO: eta: 22:37:23 iter: 160239 total_loss: 5.759 loss_ce: 0.3005 loss_bbox: 0.1832 loss_giou: 0.3423 loss_ce_0: 0.4974 loss_bbox_0: 0.3112 loss_giou_0: 0.5038 loss_ce_1: 0.3884 loss_bbox_1: 0.215 loss_giou_1: 0.3818 loss_ce_2: 0.325 loss_bbox_2: 0.1952 loss_giou_2: 0.3491 loss_ce_3: 0.3041 loss_bbox_3: 0.1866 loss_giou_3: 0.3435 loss_ce_4: 0.3 loss_bbox_4: 0.1877 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:41] d2.utils.events INFO: eta: 22:37:14 iter: 160259 total_loss: 5.886 loss_ce: 0.3034 loss_bbox: 0.1931 loss_giou: 0.337 loss_ce_0: 0.5143 loss_bbox_0: 0.3141 loss_giou_0: 0.523 loss_ce_1: 0.4167 loss_bbox_1: 0.2259 loss_giou_1: 0.3862 loss_ce_2: 0.3357 loss_bbox_2: 0.2025 loss_giou_2: 0.3608 loss_ce_3: 0.3188 loss_bbox_3: 0.197 loss_giou_3: 0.3436 loss_ce_4: 0.3068 loss_bbox_4: 0.1886 loss_giou_4: 0.3398 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:47] d2.utils.events INFO: eta: 22:37:12 iter: 160279 total_loss: 5.737 loss_ce: 0.2894 loss_bbox: 0.2064 loss_giou: 0.3204 loss_ce_0: 0.4919 loss_bbox_0: 0.323 loss_giou_0: 0.4983 loss_ce_1: 0.3845 loss_bbox_1: 0.2367 loss_giou_1: 0.3669 loss_ce_2: 0.3266 loss_bbox_2: 0.2216 loss_giou_2: 0.3371 loss_ce_3: 0.2978 loss_bbox_3: 0.2158 loss_giou_3: 0.3286 loss_ce_4: 0.2856 loss_bbox_4: 0.2138 loss_giou_4: 0.3243 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:52] d2.utils.events INFO: eta: 22:37:03 iter: 160299 total_loss: 5.828 loss_ce: 0.3164 loss_bbox: 0.1876 loss_giou: 0.3359 loss_ce_0: 0.5144 loss_bbox_0: 0.3169 loss_giou_0: 0.4893 loss_ce_1: 0.4093 loss_bbox_1: 0.2267 loss_giou_1: 0.3758 loss_ce_2: 0.3471 loss_bbox_2: 0.2031 loss_giou_2: 0.3444 loss_ce_3: 0.3138 loss_bbox_3: 0.1927 loss_giou_3: 0.3429 loss_ce_4: 0.3107 loss_bbox_4: 0.1898 loss_giou_4: 0.3401 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 02:16:58] d2.utils.events INFO: eta: 22:37:11 iter: 160319 total_loss: 6.23 loss_ce: 0.3171 loss_bbox: 0.1992 loss_giou: 0.3559 loss_ce_0: 0.5192 loss_bbox_0: 0.3437 loss_giou_0: 0.5291 loss_ce_1: 0.4169 loss_bbox_1: 0.2366 loss_giou_1: 0.4131 loss_ce_2: 0.3644 loss_bbox_2: 0.2132 loss_giou_2: 0.3832 loss_ce_3: 0.3368 loss_bbox_3: 0.2069 loss_giou_3: 0.3764 loss_ce_4: 0.3214 loss_bbox_4: 0.1986 loss_giou_4: 0.3584 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:04] d2.utils.events INFO: eta: 22:37:12 iter: 160339 total_loss: 5.657 loss_ce: 0.2918 loss_bbox: 0.1773 loss_giou: 0.3536 loss_ce_0: 0.4928 loss_bbox_0: 0.2987 loss_giou_0: 0.5196 loss_ce_1: 0.4029 loss_bbox_1: 0.2136 loss_giou_1: 0.3977 loss_ce_2: 0.3305 loss_bbox_2: 0.1879 loss_giou_2: 0.3712 loss_ce_3: 0.3019 loss_bbox_3: 0.179 loss_giou_3: 0.3542 loss_ce_4: 0.2933 loss_bbox_4: 0.1776 loss_giou_4: 0.3555 time: 0.2802 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:09] d2.utils.events INFO: eta: 22:36:54 iter: 160359 total_loss: 5.725 loss_ce: 0.2963 loss_bbox: 0.2021 loss_giou: 0.3206 loss_ce_0: 0.5088 loss_bbox_0: 0.327 loss_giou_0: 0.4961 loss_ce_1: 0.4073 loss_bbox_1: 0.229 loss_giou_1: 0.363 loss_ce_2: 0.3401 loss_bbox_2: 0.2057 loss_giou_2: 0.3415 loss_ce_3: 0.3147 loss_bbox_3: 0.2021 loss_giou_3: 0.3312 loss_ce_4: 0.3015 loss_bbox_4: 0.2036 loss_giou_4: 0.3236 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:15] d2.utils.events INFO: eta: 22:37:18 iter: 160379 total_loss: 5.886 loss_ce: 0.2891 loss_bbox: 0.1876 loss_giou: 0.3373 loss_ce_0: 0.5028 loss_bbox_0: 0.3177 loss_giou_0: 0.4988 loss_ce_1: 0.3855 loss_bbox_1: 0.2241 loss_giou_1: 0.3782 loss_ce_2: 0.3406 loss_bbox_2: 0.1998 loss_giou_2: 0.3432 loss_ce_3: 0.3089 loss_bbox_3: 0.2033 loss_giou_3: 0.3479 loss_ce_4: 0.2937 loss_bbox_4: 0.2046 loss_giou_4: 0.3405 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:21] d2.utils.events INFO: eta: 22:37:06 iter: 160399 total_loss: 5.644 loss_ce: 0.3077 loss_bbox: 0.1831 loss_giou: 0.3522 loss_ce_0: 0.4973 loss_bbox_0: 0.3045 loss_giou_0: 0.5299 loss_ce_1: 0.3929 loss_bbox_1: 0.2158 loss_giou_1: 0.4073 loss_ce_2: 0.3427 loss_bbox_2: 0.1992 loss_giou_2: 0.3633 loss_ce_3: 0.3274 loss_bbox_3: 0.1878 loss_giou_3: 0.3528 loss_ce_4: 0.31 loss_bbox_4: 0.1835 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:27] d2.utils.events INFO: eta: 22:37:01 iter: 160419 total_loss: 6.108 loss_ce: 0.3173 loss_bbox: 0.212 loss_giou: 0.3682 loss_ce_0: 0.5212 loss_bbox_0: 0.3602 loss_giou_0: 0.5354 loss_ce_1: 0.4106 loss_bbox_1: 0.2584 loss_giou_1: 0.3993 loss_ce_2: 0.3466 loss_bbox_2: 0.2236 loss_giou_2: 0.3715 loss_ce_3: 0.3241 loss_bbox_3: 0.2241 loss_giou_3: 0.3733 loss_ce_4: 0.3077 loss_bbox_4: 0.2152 loss_giou_4: 0.3716 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:32] d2.utils.events INFO: eta: 22:37:03 iter: 160439 total_loss: 6.001 loss_ce: 0.3034 loss_bbox: 0.1992 loss_giou: 0.3379 loss_ce_0: 0.5203 loss_bbox_0: 0.3218 loss_giou_0: 0.5161 loss_ce_1: 0.4093 loss_bbox_1: 0.2272 loss_giou_1: 0.3884 loss_ce_2: 0.3532 loss_bbox_2: 0.2072 loss_giou_2: 0.3546 loss_ce_3: 0.3139 loss_bbox_3: 0.2045 loss_giou_3: 0.346 loss_ce_4: 0.3073 loss_bbox_4: 0.1999 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:38] d2.utils.events INFO: eta: 22:36:44 iter: 160459 total_loss: 5.928 loss_ce: 0.2982 loss_bbox: 0.1809 loss_giou: 0.3445 loss_ce_0: 0.5025 loss_bbox_0: 0.3146 loss_giou_0: 0.5423 loss_ce_1: 0.3949 loss_bbox_1: 0.2227 loss_giou_1: 0.3958 loss_ce_2: 0.3524 loss_bbox_2: 0.2035 loss_giou_2: 0.3724 loss_ce_3: 0.3148 loss_bbox_3: 0.1892 loss_giou_3: 0.358 loss_ce_4: 0.3023 loss_bbox_4: 0.1805 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:44] d2.utils.events INFO: eta: 22:36:31 iter: 160479 total_loss: 5.742 loss_ce: 0.317 loss_bbox: 0.192 loss_giou: 0.3356 loss_ce_0: 0.5155 loss_bbox_0: 0.3441 loss_giou_0: 0.487 loss_ce_1: 0.4061 loss_bbox_1: 0.2252 loss_giou_1: 0.3774 loss_ce_2: 0.3484 loss_bbox_2: 0.2065 loss_giou_2: 0.3462 loss_ce_3: 0.3204 loss_bbox_3: 0.202 loss_giou_3: 0.3434 loss_ce_4: 0.3165 loss_bbox_4: 0.1984 loss_giou_4: 0.3398 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:49] d2.utils.events INFO: eta: 22:36:15 iter: 160499 total_loss: 5.848 loss_ce: 0.3013 loss_bbox: 0.1979 loss_giou: 0.3412 loss_ce_0: 0.5138 loss_bbox_0: 0.3188 loss_giou_0: 0.5407 loss_ce_1: 0.3944 loss_bbox_1: 0.2224 loss_giou_1: 0.3913 loss_ce_2: 0.3402 loss_bbox_2: 0.2049 loss_giou_2: 0.3606 loss_ce_3: 0.3189 loss_bbox_3: 0.2005 loss_giou_3: 0.3523 loss_ce_4: 0.3103 loss_bbox_4: 0.1988 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 02:17:55] d2.utils.events INFO: eta: 22:36:06 iter: 160519 total_loss: 5.729 loss_ce: 0.3035 loss_bbox: 0.1995 loss_giou: 0.3292 loss_ce_0: 0.5159 loss_bbox_0: 0.3095 loss_giou_0: 0.5039 loss_ce_1: 0.4032 loss_bbox_1: 0.2266 loss_giou_1: 0.3695 loss_ce_2: 0.3427 loss_bbox_2: 0.2073 loss_giou_2: 0.3508 loss_ce_3: 0.2992 loss_bbox_3: 0.1999 loss_giou_3: 0.3393 loss_ce_4: 0.3016 loss_bbox_4: 0.1973 loss_giou_4: 0.3321 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:01] d2.utils.events INFO: eta: 22:36:35 iter: 160539 total_loss: 5.656 loss_ce: 0.2935 loss_bbox: 0.1951 loss_giou: 0.3267 loss_ce_0: 0.5238 loss_bbox_0: 0.3189 loss_giou_0: 0.5075 loss_ce_1: 0.4119 loss_bbox_1: 0.2295 loss_giou_1: 0.374 loss_ce_2: 0.3426 loss_bbox_2: 0.2083 loss_giou_2: 0.3474 loss_ce_3: 0.3171 loss_bbox_3: 0.2003 loss_giou_3: 0.3277 loss_ce_4: 0.3007 loss_bbox_4: 0.2003 loss_giou_4: 0.3316 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:07] d2.utils.events INFO: eta: 22:36:32 iter: 160559 total_loss: 5.844 loss_ce: 0.3115 loss_bbox: 0.1812 loss_giou: 0.3333 loss_ce_0: 0.5199 loss_bbox_0: 0.3157 loss_giou_0: 0.5268 loss_ce_1: 0.4258 loss_bbox_1: 0.213 loss_giou_1: 0.3872 loss_ce_2: 0.3634 loss_bbox_2: 0.1953 loss_giou_2: 0.3499 loss_ce_3: 0.3316 loss_bbox_3: 0.1904 loss_giou_3: 0.3426 loss_ce_4: 0.3099 loss_bbox_4: 0.1835 loss_giou_4: 0.3366 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:12] d2.utils.events INFO: eta: 22:36:22 iter: 160579 total_loss: 5.752 loss_ce: 0.2901 loss_bbox: 0.1757 loss_giou: 0.3534 loss_ce_0: 0.5072 loss_bbox_0: 0.2972 loss_giou_0: 0.548 loss_ce_1: 0.3871 loss_bbox_1: 0.2011 loss_giou_1: 0.4056 loss_ce_2: 0.3241 loss_bbox_2: 0.1871 loss_giou_2: 0.3748 loss_ce_3: 0.3008 loss_bbox_3: 0.1815 loss_giou_3: 0.3667 loss_ce_4: 0.2915 loss_bbox_4: 0.1793 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:18] d2.utils.events INFO: eta: 22:36:25 iter: 160599 total_loss: 5.886 loss_ce: 0.3042 loss_bbox: 0.1796 loss_giou: 0.3468 loss_ce_0: 0.4999 loss_bbox_0: 0.3126 loss_giou_0: 0.5361 loss_ce_1: 0.3982 loss_bbox_1: 0.2125 loss_giou_1: 0.3957 loss_ce_2: 0.3436 loss_bbox_2: 0.1963 loss_giou_2: 0.3622 loss_ce_3: 0.3125 loss_bbox_3: 0.186 loss_giou_3: 0.3492 loss_ce_4: 0.3038 loss_bbox_4: 0.1847 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:24] d2.utils.events INFO: eta: 22:36:11 iter: 160619 total_loss: 5.547 loss_ce: 0.3077 loss_bbox: 0.1909 loss_giou: 0.3308 loss_ce_0: 0.5168 loss_bbox_0: 0.3201 loss_giou_0: 0.5077 loss_ce_1: 0.4112 loss_bbox_1: 0.2262 loss_giou_1: 0.3834 loss_ce_2: 0.3381 loss_bbox_2: 0.2091 loss_giou_2: 0.3482 loss_ce_3: 0.3061 loss_bbox_3: 0.2012 loss_giou_3: 0.3398 loss_ce_4: 0.2999 loss_bbox_4: 0.1955 loss_giou_4: 0.3338 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:29] d2.utils.events INFO: eta: 22:36:07 iter: 160639 total_loss: 5.857 loss_ce: 0.307 loss_bbox: 0.1912 loss_giou: 0.3482 loss_ce_0: 0.5135 loss_bbox_0: 0.3337 loss_giou_0: 0.5291 loss_ce_1: 0.4241 loss_bbox_1: 0.2267 loss_giou_1: 0.3901 loss_ce_2: 0.3494 loss_bbox_2: 0.2097 loss_giou_2: 0.3626 loss_ce_3: 0.3144 loss_bbox_3: 0.2021 loss_giou_3: 0.3524 loss_ce_4: 0.3025 loss_bbox_4: 0.195 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:35] d2.utils.events INFO: eta: 22:35:56 iter: 160659 total_loss: 5.617 loss_ce: 0.2908 loss_bbox: 0.1871 loss_giou: 0.337 loss_ce_0: 0.4766 loss_bbox_0: 0.3211 loss_giou_0: 0.5062 loss_ce_1: 0.3876 loss_bbox_1: 0.2163 loss_giou_1: 0.3846 loss_ce_2: 0.3331 loss_bbox_2: 0.2066 loss_giou_2: 0.3585 loss_ce_3: 0.3038 loss_bbox_3: 0.1987 loss_giou_3: 0.3499 loss_ce_4: 0.2979 loss_bbox_4: 0.1915 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:41] d2.utils.events INFO: eta: 22:35:56 iter: 160679 total_loss: 5.706 loss_ce: 0.298 loss_bbox: 0.1848 loss_giou: 0.3444 loss_ce_0: 0.4958 loss_bbox_0: 0.3073 loss_giou_0: 0.5335 loss_ce_1: 0.4009 loss_bbox_1: 0.2161 loss_giou_1: 0.3898 loss_ce_2: 0.3423 loss_bbox_2: 0.1933 loss_giou_2: 0.3552 loss_ce_3: 0.3041 loss_bbox_3: 0.1878 loss_giou_3: 0.3461 loss_ce_4: 0.298 loss_bbox_4: 0.1864 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:46] d2.utils.events INFO: eta: 22:35:50 iter: 160699 total_loss: 6.028 loss_ce: 0.3091 loss_bbox: 0.1956 loss_giou: 0.356 loss_ce_0: 0.5404 loss_bbox_0: 0.3268 loss_giou_0: 0.5301 loss_ce_1: 0.4129 loss_bbox_1: 0.2338 loss_giou_1: 0.4014 loss_ce_2: 0.3589 loss_bbox_2: 0.208 loss_giou_2: 0.3702 loss_ce_3: 0.3244 loss_bbox_3: 0.2003 loss_giou_3: 0.3666 loss_ce_4: 0.3115 loss_bbox_4: 0.1981 loss_giou_4: 0.3593 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:52] d2.utils.events INFO: eta: 22:35:35 iter: 160719 total_loss: 5.717 loss_ce: 0.3073 loss_bbox: 0.1887 loss_giou: 0.3616 loss_ce_0: 0.4962 loss_bbox_0: 0.3227 loss_giou_0: 0.549 loss_ce_1: 0.3801 loss_bbox_1: 0.2183 loss_giou_1: 0.4074 loss_ce_2: 0.3336 loss_bbox_2: 0.1963 loss_giou_2: 0.3795 loss_ce_3: 0.3169 loss_bbox_3: 0.1937 loss_giou_3: 0.368 loss_ce_4: 0.3033 loss_bbox_4: 0.1903 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:18:58] d2.utils.events INFO: eta: 22:35:33 iter: 160739 total_loss: 5.994 loss_ce: 0.3222 loss_bbox: 0.1939 loss_giou: 0.3588 loss_ce_0: 0.5169 loss_bbox_0: 0.331 loss_giou_0: 0.5324 loss_ce_1: 0.4187 loss_bbox_1: 0.2281 loss_giou_1: 0.4009 loss_ce_2: 0.3592 loss_bbox_2: 0.2082 loss_giou_2: 0.3703 loss_ce_3: 0.3314 loss_bbox_3: 0.1974 loss_giou_3: 0.3653 loss_ce_4: 0.3181 loss_bbox_4: 0.1935 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:04] d2.utils.events INFO: eta: 22:35:33 iter: 160759 total_loss: 6.159 loss_ce: 0.3023 loss_bbox: 0.1876 loss_giou: 0.3643 loss_ce_0: 0.5233 loss_bbox_0: 0.3212 loss_giou_0: 0.5633 loss_ce_1: 0.4007 loss_bbox_1: 0.2204 loss_giou_1: 0.4174 loss_ce_2: 0.3407 loss_bbox_2: 0.1976 loss_giou_2: 0.3923 loss_ce_3: 0.3146 loss_bbox_3: 0.1915 loss_giou_3: 0.3804 loss_ce_4: 0.3058 loss_bbox_4: 0.19 loss_giou_4: 0.3719 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:09] d2.utils.events INFO: eta: 22:35:34 iter: 160779 total_loss: 6.054 loss_ce: 0.311 loss_bbox: 0.1818 loss_giou: 0.3462 loss_ce_0: 0.5078 loss_bbox_0: 0.3302 loss_giou_0: 0.5257 loss_ce_1: 0.3916 loss_bbox_1: 0.2242 loss_giou_1: 0.405 loss_ce_2: 0.3337 loss_bbox_2: 0.2071 loss_giou_2: 0.3654 loss_ce_3: 0.3208 loss_bbox_3: 0.1917 loss_giou_3: 0.3601 loss_ce_4: 0.3092 loss_bbox_4: 0.1886 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:15] d2.utils.events INFO: eta: 22:35:47 iter: 160799 total_loss: 5.952 loss_ce: 0.3135 loss_bbox: 0.1837 loss_giou: 0.3597 loss_ce_0: 0.5234 loss_bbox_0: 0.3127 loss_giou_0: 0.5842 loss_ce_1: 0.4042 loss_bbox_1: 0.2272 loss_giou_1: 0.4221 loss_ce_2: 0.3504 loss_bbox_2: 0.2032 loss_giou_2: 0.3791 loss_ce_3: 0.322 loss_bbox_3: 0.1939 loss_giou_3: 0.3681 loss_ce_4: 0.3103 loss_bbox_4: 0.1837 loss_giou_4: 0.3619 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:21] d2.utils.events INFO: eta: 22:35:37 iter: 160819 total_loss: 5.855 loss_ce: 0.2952 loss_bbox: 0.1893 loss_giou: 0.3411 loss_ce_0: 0.4974 loss_bbox_0: 0.3235 loss_giou_0: 0.5288 loss_ce_1: 0.3886 loss_bbox_1: 0.2279 loss_giou_1: 0.3908 loss_ce_2: 0.343 loss_bbox_2: 0.2017 loss_giou_2: 0.3565 loss_ce_3: 0.3071 loss_bbox_3: 0.1978 loss_giou_3: 0.346 loss_ce_4: 0.2985 loss_bbox_4: 0.1939 loss_giou_4: 0.3406 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:26] d2.utils.events INFO: eta: 22:35:55 iter: 160839 total_loss: 5.666 loss_ce: 0.2759 loss_bbox: 0.1871 loss_giou: 0.33 loss_ce_0: 0.4841 loss_bbox_0: 0.3251 loss_giou_0: 0.5172 loss_ce_1: 0.3991 loss_bbox_1: 0.2197 loss_giou_1: 0.3565 loss_ce_2: 0.3301 loss_bbox_2: 0.1937 loss_giou_2: 0.3282 loss_ce_3: 0.2917 loss_bbox_3: 0.1883 loss_giou_3: 0.3281 loss_ce_4: 0.2829 loss_bbox_4: 0.1893 loss_giou_4: 0.3276 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:32] d2.utils.events INFO: eta: 22:35:25 iter: 160859 total_loss: 5.838 loss_ce: 0.3092 loss_bbox: 0.1982 loss_giou: 0.3556 loss_ce_0: 0.5085 loss_bbox_0: 0.3185 loss_giou_0: 0.5549 loss_ce_1: 0.3937 loss_bbox_1: 0.2333 loss_giou_1: 0.3928 loss_ce_2: 0.3394 loss_bbox_2: 0.2075 loss_giou_2: 0.3613 loss_ce_3: 0.3136 loss_bbox_3: 0.2047 loss_giou_3: 0.3627 loss_ce_4: 0.3098 loss_bbox_4: 0.202 loss_giou_4: 0.3561 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:38] d2.utils.events INFO: eta: 22:35:37 iter: 160879 total_loss: 6.229 loss_ce: 0.3243 loss_bbox: 0.2037 loss_giou: 0.3425 loss_ce_0: 0.5342 loss_bbox_0: 0.3422 loss_giou_0: 0.5096 loss_ce_1: 0.4257 loss_bbox_1: 0.2436 loss_giou_1: 0.3849 loss_ce_2: 0.3657 loss_bbox_2: 0.2199 loss_giou_2: 0.3582 loss_ce_3: 0.3439 loss_bbox_3: 0.2152 loss_giou_3: 0.3473 loss_ce_4: 0.3268 loss_bbox_4: 0.2082 loss_giou_4: 0.3443 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:43] d2.utils.events INFO: eta: 22:35:38 iter: 160899 total_loss: 5.895 loss_ce: 0.3127 loss_bbox: 0.18 loss_giou: 0.357 loss_ce_0: 0.5113 loss_bbox_0: 0.3099 loss_giou_0: 0.5654 loss_ce_1: 0.4101 loss_bbox_1: 0.2179 loss_giou_1: 0.4079 loss_ce_2: 0.3499 loss_bbox_2: 0.1911 loss_giou_2: 0.3785 loss_ce_3: 0.3282 loss_bbox_3: 0.1909 loss_giou_3: 0.3642 loss_ce_4: 0.3196 loss_bbox_4: 0.185 loss_giou_4: 0.3581 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:49] d2.utils.events INFO: eta: 22:35:36 iter: 160919 total_loss: 6.175 loss_ce: 0.3258 loss_bbox: 0.2015 loss_giou: 0.3547 loss_ce_0: 0.5237 loss_bbox_0: 0.3354 loss_giou_0: 0.5581 loss_ce_1: 0.4206 loss_bbox_1: 0.2388 loss_giou_1: 0.4119 loss_ce_2: 0.3633 loss_bbox_2: 0.2138 loss_giou_2: 0.3724 loss_ce_3: 0.333 loss_bbox_3: 0.2055 loss_giou_3: 0.3647 loss_ce_4: 0.3274 loss_bbox_4: 0.2004 loss_giou_4: 0.3568 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 02:19:55] d2.utils.events INFO: eta: 22:35:07 iter: 160939 total_loss: 5.922 loss_ce: 0.3003 loss_bbox: 0.217 loss_giou: 0.3429 loss_ce_0: 0.4945 loss_bbox_0: 0.3344 loss_giou_0: 0.508 loss_ce_1: 0.3988 loss_bbox_1: 0.2478 loss_giou_1: 0.384 loss_ce_2: 0.3285 loss_bbox_2: 0.2283 loss_giou_2: 0.3581 loss_ce_3: 0.3062 loss_bbox_3: 0.2168 loss_giou_3: 0.3514 loss_ce_4: 0.3047 loss_bbox_4: 0.2156 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:00] d2.utils.events INFO: eta: 22:34:32 iter: 160959 total_loss: 5.691 loss_ce: 0.2877 loss_bbox: 0.1893 loss_giou: 0.3452 loss_ce_0: 0.4932 loss_bbox_0: 0.3172 loss_giou_0: 0.5109 loss_ce_1: 0.386 loss_bbox_1: 0.2222 loss_giou_1: 0.3838 loss_ce_2: 0.3272 loss_bbox_2: 0.2004 loss_giou_2: 0.3576 loss_ce_3: 0.2959 loss_bbox_3: 0.1904 loss_giou_3: 0.3508 loss_ce_4: 0.2952 loss_bbox_4: 0.1896 loss_giou_4: 0.3466 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:06] d2.utils.events INFO: eta: 22:34:08 iter: 160979 total_loss: 5.34 loss_ce: 0.2756 loss_bbox: 0.1819 loss_giou: 0.3302 loss_ce_0: 0.485 loss_bbox_0: 0.3039 loss_giou_0: 0.4902 loss_ce_1: 0.3716 loss_bbox_1: 0.2088 loss_giou_1: 0.3621 loss_ce_2: 0.3118 loss_bbox_2: 0.1945 loss_giou_2: 0.3405 loss_ce_3: 0.2899 loss_bbox_3: 0.1856 loss_giou_3: 0.3334 loss_ce_4: 0.2818 loss_bbox_4: 0.1807 loss_giou_4: 0.3306 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:12] d2.utils.events INFO: eta: 22:34:21 iter: 160999 total_loss: 6.049 loss_ce: 0.3298 loss_bbox: 0.1885 loss_giou: 0.366 loss_ce_0: 0.5189 loss_bbox_0: 0.3206 loss_giou_0: 0.5508 loss_ce_1: 0.4128 loss_bbox_1: 0.2222 loss_giou_1: 0.4065 loss_ce_2: 0.3631 loss_bbox_2: 0.1996 loss_giou_2: 0.3796 loss_ce_3: 0.3306 loss_bbox_3: 0.1907 loss_giou_3: 0.3691 loss_ce_4: 0.3324 loss_bbox_4: 0.1903 loss_giou_4: 0.3662 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:17] d2.utils.events INFO: eta: 22:34:15 iter: 161019 total_loss: 6.103 loss_ce: 0.3026 loss_bbox: 0.1963 loss_giou: 0.3489 loss_ce_0: 0.5048 loss_bbox_0: 0.3304 loss_giou_0: 0.5266 loss_ce_1: 0.3987 loss_bbox_1: 0.2279 loss_giou_1: 0.3966 loss_ce_2: 0.3444 loss_bbox_2: 0.2101 loss_giou_2: 0.3654 loss_ce_3: 0.3199 loss_bbox_3: 0.2047 loss_giou_3: 0.3535 loss_ce_4: 0.3037 loss_bbox_4: 0.198 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:23] d2.utils.events INFO: eta: 22:34:15 iter: 161039 total_loss: 5.896 loss_ce: 0.3072 loss_bbox: 0.2001 loss_giou: 0.3376 loss_ce_0: 0.5055 loss_bbox_0: 0.3329 loss_giou_0: 0.5139 loss_ce_1: 0.4015 loss_bbox_1: 0.2343 loss_giou_1: 0.3901 loss_ce_2: 0.3393 loss_bbox_2: 0.2089 loss_giou_2: 0.3594 loss_ce_3: 0.3197 loss_bbox_3: 0.2038 loss_giou_3: 0.3418 loss_ce_4: 0.3135 loss_bbox_4: 0.1989 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:29] d2.utils.events INFO: eta: 22:34:33 iter: 161059 total_loss: 6 loss_ce: 0.3039 loss_bbox: 0.1952 loss_giou: 0.3472 loss_ce_0: 0.511 loss_bbox_0: 0.3215 loss_giou_0: 0.5444 loss_ce_1: 0.408 loss_bbox_1: 0.2256 loss_giou_1: 0.4024 loss_ce_2: 0.34 loss_bbox_2: 0.1991 loss_giou_2: 0.3665 loss_ce_3: 0.319 loss_bbox_3: 0.1959 loss_giou_3: 0.3531 loss_ce_4: 0.3092 loss_bbox_4: 0.1915 loss_giou_4: 0.3457 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:35] d2.utils.events INFO: eta: 22:34:34 iter: 161079 total_loss: 6.263 loss_ce: 0.3271 loss_bbox: 0.2007 loss_giou: 0.3474 loss_ce_0: 0.5338 loss_bbox_0: 0.3276 loss_giou_0: 0.5132 loss_ce_1: 0.4227 loss_bbox_1: 0.2329 loss_giou_1: 0.3954 loss_ce_2: 0.372 loss_bbox_2: 0.2173 loss_giou_2: 0.368 loss_ce_3: 0.3397 loss_bbox_3: 0.2118 loss_giou_3: 0.3538 loss_ce_4: 0.3252 loss_bbox_4: 0.204 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:40] d2.utils.events INFO: eta: 22:34:50 iter: 161099 total_loss: 5.97 loss_ce: 0.317 loss_bbox: 0.1912 loss_giou: 0.3656 loss_ce_0: 0.5189 loss_bbox_0: 0.3127 loss_giou_0: 0.5722 loss_ce_1: 0.4155 loss_bbox_1: 0.2112 loss_giou_1: 0.4295 loss_ce_2: 0.3532 loss_bbox_2: 0.1927 loss_giou_2: 0.3892 loss_ce_3: 0.3266 loss_bbox_3: 0.1965 loss_giou_3: 0.3807 loss_ce_4: 0.3254 loss_bbox_4: 0.1889 loss_giou_4: 0.3706 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:46] d2.utils.events INFO: eta: 22:34:38 iter: 161119 total_loss: 6.041 loss_ce: 0.3078 loss_bbox: 0.2105 loss_giou: 0.3591 loss_ce_0: 0.5014 loss_bbox_0: 0.3281 loss_giou_0: 0.5484 loss_ce_1: 0.4098 loss_bbox_1: 0.2413 loss_giou_1: 0.3974 loss_ce_2: 0.34 loss_bbox_2: 0.2233 loss_giou_2: 0.3759 loss_ce_3: 0.3254 loss_bbox_3: 0.2078 loss_giou_3: 0.363 loss_ce_4: 0.3149 loss_bbox_4: 0.2079 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:52] d2.utils.events INFO: eta: 22:34:37 iter: 161139 total_loss: 5.864 loss_ce: 0.2898 loss_bbox: 0.2054 loss_giou: 0.3328 loss_ce_0: 0.5186 loss_bbox_0: 0.3278 loss_giou_0: 0.4767 loss_ce_1: 0.4131 loss_bbox_1: 0.233 loss_giou_1: 0.3623 loss_ce_2: 0.3384 loss_bbox_2: 0.2126 loss_giou_2: 0.3483 loss_ce_3: 0.2972 loss_bbox_3: 0.2059 loss_giou_3: 0.3317 loss_ce_4: 0.286 loss_bbox_4: 0.2036 loss_giou_4: 0.3299 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:20:57] d2.utils.events INFO: eta: 22:34:40 iter: 161159 total_loss: 6.166 loss_ce: 0.3353 loss_bbox: 0.1921 loss_giou: 0.3486 loss_ce_0: 0.5201 loss_bbox_0: 0.3268 loss_giou_0: 0.5527 loss_ce_1: 0.4112 loss_bbox_1: 0.227 loss_giou_1: 0.4133 loss_ce_2: 0.361 loss_bbox_2: 0.2153 loss_giou_2: 0.3769 loss_ce_3: 0.3442 loss_bbox_3: 0.1954 loss_giou_3: 0.362 loss_ce_4: 0.3291 loss_bbox_4: 0.1927 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:21:03] d2.utils.events INFO: eta: 22:34:12 iter: 161179 total_loss: 5.861 loss_ce: 0.2909 loss_bbox: 0.1876 loss_giou: 0.3564 loss_ce_0: 0.4931 loss_bbox_0: 0.3226 loss_giou_0: 0.5328 loss_ce_1: 0.387 loss_bbox_1: 0.2214 loss_giou_1: 0.3964 loss_ce_2: 0.3201 loss_bbox_2: 0.2063 loss_giou_2: 0.3695 loss_ce_3: 0.3027 loss_bbox_3: 0.1993 loss_giou_3: 0.3632 loss_ce_4: 0.292 loss_bbox_4: 0.1924 loss_giou_4: 0.3618 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 02:21:09] d2.utils.events INFO: eta: 22:34:07 iter: 161199 total_loss: 5.931 loss_ce: 0.3087 loss_bbox: 0.1929 loss_giou: 0.3408 loss_ce_0: 0.4966 loss_bbox_0: 0.3162 loss_giou_0: 0.5365 loss_ce_1: 0.384 loss_bbox_1: 0.2233 loss_giou_1: 0.3883 loss_ce_2: 0.3359 loss_bbox_2: 0.205 loss_giou_2: 0.3636 loss_ce_3: 0.3106 loss_bbox_3: 0.2018 loss_giou_3: 0.3453 loss_ce_4: 0.3021 loss_bbox_4: 0.1944 loss_giou_4: 0.3429 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 02:21:14] d2.utils.events INFO: eta: 22:34:18 iter: 161219 total_loss: 5.782 loss_ce: 0.3048 loss_bbox: 0.1859 loss_giou: 0.3447 loss_ce_0: 0.5041 loss_bbox_0: 0.3172 loss_giou_0: 0.536 loss_ce_1: 0.4043 loss_bbox_1: 0.2174 loss_giou_1: 0.3971 loss_ce_2: 0.3292 loss_bbox_2: 0.1981 loss_giou_2: 0.3672 loss_ce_3: 0.3149 loss_bbox_3: 0.1897 loss_giou_3: 0.3535 loss_ce_4: 0.3025 loss_bbox_4: 0.1847 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 02:21:20] d2.utils.events INFO: eta: 22:34:12 iter: 161239 total_loss: 6.105 loss_ce: 0.3135 loss_bbox: 0.2018 loss_giou: 0.3507 loss_ce_0: 0.5177 loss_bbox_0: 0.3461 loss_giou_0: 0.5352 loss_ce_1: 0.4073 loss_bbox_1: 0.2425 loss_giou_1: 0.3973 loss_ce_2: 0.3468 loss_bbox_2: 0.2197 loss_giou_2: 0.37 loss_ce_3: 0.3368 loss_bbox_3: 0.2059 loss_giou_3: 0.3642 loss_ce_4: 0.32 loss_bbox_4: 0.2037 loss_giou_4: 0.3569 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:21:26] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 02:21:26] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 02:21:26] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 02:21:27] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 02:21:27] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 02:21:27] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 02:21:33] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0007 s/iter. Inference: 0.0355 s/iter. Eval: 0.0002 s/iter. Total: 0.0365 s/iter. ETA=0:00:22 [11/03 02:21:38] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0025 s/iter. Inference: 0.0483 s/iter. Eval: 0.0003 s/iter. Total: 0.0512 s/iter. ETA=0:00:26 [11/03 02:21:43] d2.evaluation.evaluator INFO: Inference done 205/625. Dataloading: 0.0027 s/iter. Inference: 0.0484 s/iter. Eval: 0.0003 s/iter. Total: 0.0516 s/iter. ETA=0:00:21 [11/03 02:21:48] d2.evaluation.evaluator INFO: Inference done 297/625. Dataloading: 0.0030 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0526 s/iter. ETA=0:00:17 [11/03 02:21:54] d2.evaluation.evaluator INFO: Inference done 393/625. Dataloading: 0.0030 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0526 s/iter. ETA=0:00:12 [11/03 02:21:59] d2.evaluation.evaluator INFO: Inference done 490/625. Dataloading: 0.0030 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:07 [11/03 02:22:04] d2.evaluation.evaluator INFO: Inference done 587/625. Dataloading: 0.0030 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:01 [11/03 02:22:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.820601 (0.052936 s / iter per device, on 8 devices) [11/03 02:22:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048841 s / iter per device, on 8 devices) [11/03 02:22:12] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 02:22:12] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 02:22:14] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 02:22:16] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 02:22:29] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.48 seconds. [11/03 02:22:29] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 02:22:31] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.35 seconds. [11/03 02:22:31] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.061 | 59.866 | 43.764 | 24.083 | 43.900 | 56.175 | [11/03 02:22:31] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.029 | bicycle | 27.699 | car | 41.914 | | motorcycle | 39.707 | airplane | 65.055 | bus | 63.927 | | train | 64.596 | truck | 36.686 | boat | 25.420 | | traffic light | 26.155 | fire hydrant | 64.934 | stop sign | 67.552 | | parking meter | 49.663 | bench | 24.099 | bird | 35.313 | | cat | 70.840 | dog | 64.079 | horse | 60.216 | | sheep | 50.015 | cow | 56.739 | elephant | 64.918 | | bear | 77.287 | zebra | 65.474 | giraffe | 65.513 | | backpack | 13.056 | umbrella | 35.890 | handbag | 12.340 | | tie | 27.999 | suitcase | 39.159 | frisbee | 67.886 | | skis | 22.973 | snowboard | 40.981 | sports ball | 45.091 | | kite | 43.114 | baseball bat | 28.215 | baseball glove | 38.583 | | skateboard | 50.413 | surfboard | 38.614 | tennis racket | 47.553 | | bottle | 35.636 | wine glass | 33.231 | cup | 39.596 | | fork | 32.422 | knife | 14.556 | spoon | 13.708 | | bowl | 39.658 | banana | 22.426 | apple | 19.536 | | sandwich | 35.071 | orange | 29.320 | broccoli | 19.567 | | carrot | 21.412 | hot dog | 35.126 | pizza | 52.373 | | donut | 42.601 | cake | 35.431 | chair | 24.691 | | couch | 44.729 | potted plant | 24.605 | bed | 48.339 | | dining table | 28.612 | toilet | 62.046 | tv | 55.079 | | laptop | 58.343 | mouse | 58.990 | remote | 29.545 | | keyboard | 51.011 | cell phone | 33.442 | microwave | 64.476 | | oven | 35.238 | toaster | 25.929 | sink | 35.859 | | refrigerator | 59.674 | book | 10.708 | clock | 50.494 | | vase | 38.920 | scissors | 31.767 | teddy bear | 46.274 | | hair drier | 8.401 | toothbrush | 23.324 | | | [11/03 02:22:31] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 02:22:31] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 02:22:31] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 02:22:31] d2.evaluation.testing INFO: copypaste: 41.0608,59.8659,43.7644,24.0835,43.8996,56.1752 [11/03 02:22:31] d2.utils.events INFO: eta: 22:34:07 iter: 161259 total_loss: 6.091 loss_ce: 0.3288 loss_bbox: 0.193 loss_giou: 0.3624 loss_ce_0: 0.5281 loss_bbox_0: 0.3262 loss_giou_0: 0.5358 loss_ce_1: 0.4223 loss_bbox_1: 0.2216 loss_giou_1: 0.4065 loss_ce_2: 0.3678 loss_bbox_2: 0.2026 loss_giou_2: 0.3787 loss_ce_3: 0.342 loss_bbox_3: 0.1934 loss_giou_3: 0.3687 loss_ce_4: 0.3288 loss_bbox_4: 0.1956 loss_giou_4: 0.3648 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 02:22:37] d2.utils.events INFO: eta: 22:33:44 iter: 161279 total_loss: 5.723 loss_ce: 0.3084 loss_bbox: 0.1959 loss_giou: 0.338 loss_ce_0: 0.5001 loss_bbox_0: 0.3326 loss_giou_0: 0.5157 loss_ce_1: 0.4012 loss_bbox_1: 0.2316 loss_giou_1: 0.3859 loss_ce_2: 0.3294 loss_bbox_2: 0.2073 loss_giou_2: 0.3533 loss_ce_3: 0.3037 loss_bbox_3: 0.2045 loss_giou_3: 0.349 loss_ce_4: 0.3066 loss_bbox_4: 0.1989 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 02:22:43] d2.utils.events INFO: eta: 22:33:38 iter: 161299 total_loss: 5.977 loss_ce: 0.3308 loss_bbox: 0.1894 loss_giou: 0.3409 loss_ce_0: 0.5251 loss_bbox_0: 0.3315 loss_giou_0: 0.5151 loss_ce_1: 0.4246 loss_bbox_1: 0.2282 loss_giou_1: 0.3946 loss_ce_2: 0.3674 loss_bbox_2: 0.2047 loss_giou_2: 0.3578 loss_ce_3: 0.3401 loss_bbox_3: 0.1983 loss_giou_3: 0.3463 loss_ce_4: 0.3309 loss_bbox_4: 0.1935 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 02:22:48] d2.utils.events INFO: eta: 22:32:47 iter: 161319 total_loss: 6.158 loss_ce: 0.3084 loss_bbox: 0.202 loss_giou: 0.358 loss_ce_0: 0.5095 loss_bbox_0: 0.3187 loss_giou_0: 0.5603 loss_ce_1: 0.4037 loss_bbox_1: 0.2282 loss_giou_1: 0.409 loss_ce_2: 0.343 loss_bbox_2: 0.2144 loss_giou_2: 0.3703 loss_ce_3: 0.3224 loss_bbox_3: 0.203 loss_giou_3: 0.3587 loss_ce_4: 0.3148 loss_bbox_4: 0.2067 loss_giou_4: 0.3556 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 02:22:54] d2.utils.events INFO: eta: 22:32:40 iter: 161339 total_loss: 6.068 loss_ce: 0.3152 loss_bbox: 0.1802 loss_giou: 0.345 loss_ce_0: 0.5151 loss_bbox_0: 0.3158 loss_giou_0: 0.5645 loss_ce_1: 0.4205 loss_bbox_1: 0.2175 loss_giou_1: 0.4054 loss_ce_2: 0.3466 loss_bbox_2: 0.1975 loss_giou_2: 0.3737 loss_ce_3: 0.3179 loss_bbox_3: 0.1914 loss_giou_3: 0.3605 loss_ce_4: 0.3147 loss_bbox_4: 0.1821 loss_giou_4: 0.3497 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:00] d2.utils.events INFO: eta: 22:32:38 iter: 161359 total_loss: 5.557 loss_ce: 0.2919 loss_bbox: 0.1907 loss_giou: 0.3209 loss_ce_0: 0.4932 loss_bbox_0: 0.3192 loss_giou_0: 0.4831 loss_ce_1: 0.392 loss_bbox_1: 0.2215 loss_giou_1: 0.3597 loss_ce_2: 0.3234 loss_bbox_2: 0.1952 loss_giou_2: 0.334 loss_ce_3: 0.293 loss_bbox_3: 0.1943 loss_giou_3: 0.33 loss_ce_4: 0.2874 loss_bbox_4: 0.1918 loss_giou_4: 0.324 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:05] d2.utils.events INFO: eta: 22:32:33 iter: 161379 total_loss: 5.81 loss_ce: 0.306 loss_bbox: 0.2117 loss_giou: 0.3271 loss_ce_0: 0.5179 loss_bbox_0: 0.3359 loss_giou_0: 0.4979 loss_ce_1: 0.3919 loss_bbox_1: 0.2396 loss_giou_1: 0.3769 loss_ce_2: 0.3383 loss_bbox_2: 0.2178 loss_giou_2: 0.3453 loss_ce_3: 0.3162 loss_bbox_3: 0.2154 loss_giou_3: 0.3333 loss_ce_4: 0.3043 loss_bbox_4: 0.2143 loss_giou_4: 0.3288 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:11] d2.utils.events INFO: eta: 22:32:24 iter: 161399 total_loss: 5.76 loss_ce: 0.3028 loss_bbox: 0.1866 loss_giou: 0.3558 loss_ce_0: 0.5101 loss_bbox_0: 0.3098 loss_giou_0: 0.5536 loss_ce_1: 0.397 loss_bbox_1: 0.2116 loss_giou_1: 0.4083 loss_ce_2: 0.3358 loss_bbox_2: 0.1983 loss_giou_2: 0.3647 loss_ce_3: 0.3096 loss_bbox_3: 0.1919 loss_giou_3: 0.36 loss_ce_4: 0.3077 loss_bbox_4: 0.1888 loss_giou_4: 0.3571 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:17] d2.utils.events INFO: eta: 22:32:09 iter: 161419 total_loss: 6.114 loss_ce: 0.3242 loss_bbox: 0.2042 loss_giou: 0.328 loss_ce_0: 0.5146 loss_bbox_0: 0.3399 loss_giou_0: 0.5253 loss_ce_1: 0.427 loss_bbox_1: 0.2419 loss_giou_1: 0.3944 loss_ce_2: 0.3658 loss_bbox_2: 0.2207 loss_giou_2: 0.3585 loss_ce_3: 0.3386 loss_bbox_3: 0.2139 loss_giou_3: 0.3481 loss_ce_4: 0.3233 loss_bbox_4: 0.2091 loss_giou_4: 0.3363 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:22] d2.utils.events INFO: eta: 22:32:21 iter: 161439 total_loss: 5.736 loss_ce: 0.3054 loss_bbox: 0.1813 loss_giou: 0.3321 loss_ce_0: 0.5252 loss_bbox_0: 0.3157 loss_giou_0: 0.5382 loss_ce_1: 0.4199 loss_bbox_1: 0.2132 loss_giou_1: 0.3745 loss_ce_2: 0.3482 loss_bbox_2: 0.1974 loss_giou_2: 0.3381 loss_ce_3: 0.3156 loss_bbox_3: 0.1841 loss_giou_3: 0.3401 loss_ce_4: 0.3073 loss_bbox_4: 0.183 loss_giou_4: 0.3322 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:28] d2.utils.events INFO: eta: 22:32:30 iter: 161459 total_loss: 6.003 loss_ce: 0.3106 loss_bbox: 0.1997 loss_giou: 0.3495 loss_ce_0: 0.5142 loss_bbox_0: 0.3346 loss_giou_0: 0.5143 loss_ce_1: 0.4162 loss_bbox_1: 0.2457 loss_giou_1: 0.3897 loss_ce_2: 0.3607 loss_bbox_2: 0.2206 loss_giou_2: 0.363 loss_ce_3: 0.3229 loss_bbox_3: 0.2085 loss_giou_3: 0.3581 loss_ce_4: 0.3081 loss_bbox_4: 0.2013 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:34] d2.utils.events INFO: eta: 22:32:25 iter: 161479 total_loss: 5.952 loss_ce: 0.3138 loss_bbox: 0.1756 loss_giou: 0.3469 loss_ce_0: 0.5088 loss_bbox_0: 0.3106 loss_giou_0: 0.5407 loss_ce_1: 0.4152 loss_bbox_1: 0.2082 loss_giou_1: 0.412 loss_ce_2: 0.3511 loss_bbox_2: 0.1913 loss_giou_2: 0.3702 loss_ce_3: 0.3213 loss_bbox_3: 0.1827 loss_giou_3: 0.3607 loss_ce_4: 0.3151 loss_bbox_4: 0.1751 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:40] d2.utils.events INFO: eta: 22:32:08 iter: 161499 total_loss: 6.072 loss_ce: 0.3193 loss_bbox: 0.1904 loss_giou: 0.3577 loss_ce_0: 0.5231 loss_bbox_0: 0.3172 loss_giou_0: 0.5376 loss_ce_1: 0.4158 loss_bbox_1: 0.2255 loss_giou_1: 0.4093 loss_ce_2: 0.3659 loss_bbox_2: 0.2047 loss_giou_2: 0.3832 loss_ce_3: 0.3282 loss_bbox_3: 0.1981 loss_giou_3: 0.3688 loss_ce_4: 0.3205 loss_bbox_4: 0.1953 loss_giou_4: 0.3627 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:45] d2.utils.events INFO: eta: 22:32:15 iter: 161519 total_loss: 5.742 loss_ce: 0.3036 loss_bbox: 0.1955 loss_giou: 0.3328 loss_ce_0: 0.5181 loss_bbox_0: 0.3249 loss_giou_0: 0.5293 loss_ce_1: 0.3898 loss_bbox_1: 0.2253 loss_giou_1: 0.3845 loss_ce_2: 0.3422 loss_bbox_2: 0.2066 loss_giou_2: 0.3489 loss_ce_3: 0.3105 loss_bbox_3: 0.1945 loss_giou_3: 0.3424 loss_ce_4: 0.3017 loss_bbox_4: 0.1982 loss_giou_4: 0.3381 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:51] d2.utils.events INFO: eta: 22:31:57 iter: 161539 total_loss: 5.872 loss_ce: 0.3288 loss_bbox: 0.1929 loss_giou: 0.3392 loss_ce_0: 0.5371 loss_bbox_0: 0.3255 loss_giou_0: 0.5203 loss_ce_1: 0.4333 loss_bbox_1: 0.2305 loss_giou_1: 0.39 loss_ce_2: 0.3761 loss_bbox_2: 0.198 loss_giou_2: 0.3538 loss_ce_3: 0.3438 loss_bbox_3: 0.203 loss_giou_3: 0.3447 loss_ce_4: 0.3386 loss_bbox_4: 0.1948 loss_giou_4: 0.3366 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 02:23:57] d2.utils.events INFO: eta: 22:32:04 iter: 161559 total_loss: 5.902 loss_ce: 0.3127 loss_bbox: 0.1992 loss_giou: 0.3388 loss_ce_0: 0.5141 loss_bbox_0: 0.329 loss_giou_0: 0.516 loss_ce_1: 0.4216 loss_bbox_1: 0.2396 loss_giou_1: 0.3861 loss_ce_2: 0.3551 loss_bbox_2: 0.2139 loss_giou_2: 0.3491 loss_ce_3: 0.3269 loss_bbox_3: 0.2049 loss_giou_3: 0.3456 loss_ce_4: 0.3172 loss_bbox_4: 0.202 loss_giou_4: 0.3429 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:02] d2.utils.events INFO: eta: 22:32:08 iter: 161579 total_loss: 6.006 loss_ce: 0.3239 loss_bbox: 0.2129 loss_giou: 0.348 loss_ce_0: 0.5231 loss_bbox_0: 0.3319 loss_giou_0: 0.5232 loss_ce_1: 0.4172 loss_bbox_1: 0.2473 loss_giou_1: 0.3861 loss_ce_2: 0.3614 loss_bbox_2: 0.2254 loss_giou_2: 0.3574 loss_ce_3: 0.3368 loss_bbox_3: 0.2237 loss_giou_3: 0.3524 loss_ce_4: 0.3294 loss_bbox_4: 0.2136 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:08] d2.utils.events INFO: eta: 22:31:23 iter: 161599 total_loss: 6.132 loss_ce: 0.3317 loss_bbox: 0.193 loss_giou: 0.3528 loss_ce_0: 0.5342 loss_bbox_0: 0.3286 loss_giou_0: 0.544 loss_ce_1: 0.4366 loss_bbox_1: 0.2246 loss_giou_1: 0.4049 loss_ce_2: 0.3612 loss_bbox_2: 0.2034 loss_giou_2: 0.3747 loss_ce_3: 0.3337 loss_bbox_3: 0.1967 loss_giou_3: 0.3624 loss_ce_4: 0.3368 loss_bbox_4: 0.1939 loss_giou_4: 0.3568 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:14] d2.utils.events INFO: eta: 22:30:58 iter: 161619 total_loss: 5.787 loss_ce: 0.287 loss_bbox: 0.1901 loss_giou: 0.3394 loss_ce_0: 0.5013 loss_bbox_0: 0.3308 loss_giou_0: 0.5486 loss_ce_1: 0.3976 loss_bbox_1: 0.2197 loss_giou_1: 0.4008 loss_ce_2: 0.3318 loss_bbox_2: 0.1988 loss_giou_2: 0.3579 loss_ce_3: 0.3046 loss_bbox_3: 0.1954 loss_giou_3: 0.3458 loss_ce_4: 0.2958 loss_bbox_4: 0.1917 loss_giou_4: 0.341 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:19] d2.utils.events INFO: eta: 22:31:24 iter: 161639 total_loss: 5.947 loss_ce: 0.3155 loss_bbox: 0.1877 loss_giou: 0.3292 loss_ce_0: 0.5228 loss_bbox_0: 0.3361 loss_giou_0: 0.5095 loss_ce_1: 0.4161 loss_bbox_1: 0.227 loss_giou_1: 0.3765 loss_ce_2: 0.3528 loss_bbox_2: 0.2018 loss_giou_2: 0.3529 loss_ce_3: 0.3293 loss_bbox_3: 0.1947 loss_giou_3: 0.3406 loss_ce_4: 0.3182 loss_bbox_4: 0.1921 loss_giou_4: 0.3363 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:25] d2.utils.events INFO: eta: 22:31:23 iter: 161659 total_loss: 5.81 loss_ce: 0.3226 loss_bbox: 0.1976 loss_giou: 0.3364 loss_ce_0: 0.5156 loss_bbox_0: 0.3451 loss_giou_0: 0.4998 loss_ce_1: 0.4192 loss_bbox_1: 0.2399 loss_giou_1: 0.3735 loss_ce_2: 0.351 loss_bbox_2: 0.2055 loss_giou_2: 0.3464 loss_ce_3: 0.3256 loss_bbox_3: 0.2038 loss_giou_3: 0.3375 loss_ce_4: 0.3245 loss_bbox_4: 0.1994 loss_giou_4: 0.334 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:31] d2.utils.events INFO: eta: 22:31:15 iter: 161679 total_loss: 5.871 loss_ce: 0.3047 loss_bbox: 0.195 loss_giou: 0.3535 loss_ce_0: 0.515 loss_bbox_0: 0.3248 loss_giou_0: 0.5361 loss_ce_1: 0.4009 loss_bbox_1: 0.2261 loss_giou_1: 0.403 loss_ce_2: 0.3544 loss_bbox_2: 0.2089 loss_giou_2: 0.3691 loss_ce_3: 0.3261 loss_bbox_3: 0.2029 loss_giou_3: 0.3626 loss_ce_4: 0.3085 loss_bbox_4: 0.2025 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:36] d2.utils.events INFO: eta: 22:31:12 iter: 161699 total_loss: 5.778 loss_ce: 0.2922 loss_bbox: 0.1847 loss_giou: 0.3499 loss_ce_0: 0.4869 loss_bbox_0: 0.3171 loss_giou_0: 0.5318 loss_ce_1: 0.389 loss_bbox_1: 0.2148 loss_giou_1: 0.3943 loss_ce_2: 0.333 loss_bbox_2: 0.2 loss_giou_2: 0.3658 loss_ce_3: 0.3121 loss_bbox_3: 0.1904 loss_giou_3: 0.3566 loss_ce_4: 0.2949 loss_bbox_4: 0.1881 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:42] d2.utils.events INFO: eta: 22:31:09 iter: 161719 total_loss: 5.719 loss_ce: 0.2916 loss_bbox: 0.1946 loss_giou: 0.3458 loss_ce_0: 0.5061 loss_bbox_0: 0.3223 loss_giou_0: 0.5397 loss_ce_1: 0.3928 loss_bbox_1: 0.2212 loss_giou_1: 0.3787 loss_ce_2: 0.3273 loss_bbox_2: 0.1994 loss_giou_2: 0.3536 loss_ce_3: 0.3064 loss_bbox_3: 0.1923 loss_giou_3: 0.3477 loss_ce_4: 0.2894 loss_bbox_4: 0.1929 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:48] d2.utils.events INFO: eta: 22:31:04 iter: 161739 total_loss: 5.945 loss_ce: 0.3161 loss_bbox: 0.1936 loss_giou: 0.3615 loss_ce_0: 0.5245 loss_bbox_0: 0.3168 loss_giou_0: 0.5511 loss_ce_1: 0.4161 loss_bbox_1: 0.2203 loss_giou_1: 0.3959 loss_ce_2: 0.3558 loss_bbox_2: 0.2063 loss_giou_2: 0.38 loss_ce_3: 0.3284 loss_bbox_3: 0.2004 loss_giou_3: 0.3741 loss_ce_4: 0.3173 loss_bbox_4: 0.1928 loss_giou_4: 0.3694 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:53] d2.utils.events INFO: eta: 22:31:07 iter: 161759 total_loss: 5.956 loss_ce: 0.3077 loss_bbox: 0.2081 loss_giou: 0.3672 loss_ce_0: 0.5194 loss_bbox_0: 0.3271 loss_giou_0: 0.5357 loss_ce_1: 0.4016 loss_bbox_1: 0.2352 loss_giou_1: 0.4204 loss_ce_2: 0.3526 loss_bbox_2: 0.221 loss_giou_2: 0.3888 loss_ce_3: 0.322 loss_bbox_3: 0.2107 loss_giou_3: 0.3787 loss_ce_4: 0.3126 loss_bbox_4: 0.2112 loss_giou_4: 0.3751 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 02:24:59] d2.utils.events INFO: eta: 22:30:49 iter: 161779 total_loss: 5.911 loss_ce: 0.3026 loss_bbox: 0.2011 loss_giou: 0.3331 loss_ce_0: 0.5164 loss_bbox_0: 0.3149 loss_giou_0: 0.5042 loss_ce_1: 0.4055 loss_bbox_1: 0.2217 loss_giou_1: 0.3826 loss_ce_2: 0.3408 loss_bbox_2: 0.2102 loss_giou_2: 0.3491 loss_ce_3: 0.3095 loss_bbox_3: 0.2063 loss_giou_3: 0.3427 loss_ce_4: 0.2996 loss_bbox_4: 0.2039 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:05] d2.utils.events INFO: eta: 22:30:41 iter: 161799 total_loss: 6.081 loss_ce: 0.3195 loss_bbox: 0.1872 loss_giou: 0.3458 loss_ce_0: 0.5224 loss_bbox_0: 0.3248 loss_giou_0: 0.5392 loss_ce_1: 0.4263 loss_bbox_1: 0.2214 loss_giou_1: 0.3983 loss_ce_2: 0.3438 loss_bbox_2: 0.1989 loss_giou_2: 0.3617 loss_ce_3: 0.3185 loss_bbox_3: 0.1905 loss_giou_3: 0.3528 loss_ce_4: 0.3179 loss_bbox_4: 0.1896 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:11] d2.utils.events INFO: eta: 22:30:41 iter: 161819 total_loss: 5.988 loss_ce: 0.3014 loss_bbox: 0.1884 loss_giou: 0.3704 loss_ce_0: 0.4997 loss_bbox_0: 0.3324 loss_giou_0: 0.5451 loss_ce_1: 0.4003 loss_bbox_1: 0.2257 loss_giou_1: 0.4156 loss_ce_2: 0.3395 loss_bbox_2: 0.2052 loss_giou_2: 0.3807 loss_ce_3: 0.3159 loss_bbox_3: 0.1987 loss_giou_3: 0.3741 loss_ce_4: 0.3053 loss_bbox_4: 0.1928 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:16] d2.utils.events INFO: eta: 22:30:30 iter: 161839 total_loss: 5.857 loss_ce: 0.297 loss_bbox: 0.195 loss_giou: 0.3409 loss_ce_0: 0.5078 loss_bbox_0: 0.324 loss_giou_0: 0.5161 loss_ce_1: 0.3906 loss_bbox_1: 0.227 loss_giou_1: 0.3786 loss_ce_2: 0.3352 loss_bbox_2: 0.2079 loss_giou_2: 0.3532 loss_ce_3: 0.312 loss_bbox_3: 0.2001 loss_giou_3: 0.3457 loss_ce_4: 0.2962 loss_bbox_4: 0.1966 loss_giou_4: 0.3429 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:22] d2.utils.events INFO: eta: 22:30:07 iter: 161859 total_loss: 6.067 loss_ce: 0.3248 loss_bbox: 0.1918 loss_giou: 0.3603 loss_ce_0: 0.4988 loss_bbox_0: 0.3139 loss_giou_0: 0.5503 loss_ce_1: 0.4146 loss_bbox_1: 0.2278 loss_giou_1: 0.4063 loss_ce_2: 0.3543 loss_bbox_2: 0.1994 loss_giou_2: 0.3722 loss_ce_3: 0.3404 loss_bbox_3: 0.1973 loss_giou_3: 0.3666 loss_ce_4: 0.3306 loss_bbox_4: 0.1927 loss_giou_4: 0.361 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:28] d2.utils.events INFO: eta: 22:29:45 iter: 161879 total_loss: 5.673 loss_ce: 0.3122 loss_bbox: 0.1821 loss_giou: 0.3571 loss_ce_0: 0.507 loss_bbox_0: 0.3243 loss_giou_0: 0.5537 loss_ce_1: 0.4121 loss_bbox_1: 0.2225 loss_giou_1: 0.4084 loss_ce_2: 0.3486 loss_bbox_2: 0.2035 loss_giou_2: 0.3793 loss_ce_3: 0.318 loss_bbox_3: 0.1899 loss_giou_3: 0.3626 loss_ce_4: 0.312 loss_bbox_4: 0.1881 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:33] d2.utils.events INFO: eta: 22:29:40 iter: 161899 total_loss: 5.923 loss_ce: 0.3178 loss_bbox: 0.2004 loss_giou: 0.3364 loss_ce_0: 0.5032 loss_bbox_0: 0.3389 loss_giou_0: 0.5103 loss_ce_1: 0.4075 loss_bbox_1: 0.2393 loss_giou_1: 0.383 loss_ce_2: 0.3536 loss_bbox_2: 0.2141 loss_giou_2: 0.3491 loss_ce_3: 0.3339 loss_bbox_3: 0.2044 loss_giou_3: 0.3438 loss_ce_4: 0.3228 loss_bbox_4: 0.2014 loss_giou_4: 0.3394 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:39] d2.utils.events INFO: eta: 22:29:44 iter: 161919 total_loss: 6.214 loss_ce: 0.3299 loss_bbox: 0.201 loss_giou: 0.3599 loss_ce_0: 0.5164 loss_bbox_0: 0.3339 loss_giou_0: 0.5528 loss_ce_1: 0.4275 loss_bbox_1: 0.2408 loss_giou_1: 0.401 loss_ce_2: 0.3807 loss_bbox_2: 0.2218 loss_giou_2: 0.375 loss_ce_3: 0.3415 loss_bbox_3: 0.2053 loss_giou_3: 0.3645 loss_ce_4: 0.336 loss_bbox_4: 0.2011 loss_giou_4: 0.36 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:45] d2.utils.events INFO: eta: 22:29:39 iter: 161939 total_loss: 5.922 loss_ce: 0.309 loss_bbox: 0.1896 loss_giou: 0.3562 loss_ce_0: 0.5061 loss_bbox_0: 0.3145 loss_giou_0: 0.5394 loss_ce_1: 0.4091 loss_bbox_1: 0.2229 loss_giou_1: 0.4013 loss_ce_2: 0.3491 loss_bbox_2: 0.2095 loss_giou_2: 0.376 loss_ce_3: 0.3141 loss_bbox_3: 0.1926 loss_giou_3: 0.3669 loss_ce_4: 0.3092 loss_bbox_4: 0.1899 loss_giou_4: 0.3592 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:50] d2.utils.events INFO: eta: 22:29:31 iter: 161959 total_loss: 5.812 loss_ce: 0.2938 loss_bbox: 0.1951 loss_giou: 0.3296 loss_ce_0: 0.5098 loss_bbox_0: 0.3244 loss_giou_0: 0.5135 loss_ce_1: 0.4141 loss_bbox_1: 0.2314 loss_giou_1: 0.3825 loss_ce_2: 0.3401 loss_bbox_2: 0.2085 loss_giou_2: 0.3564 loss_ce_3: 0.3005 loss_bbox_3: 0.2026 loss_giou_3: 0.3417 loss_ce_4: 0.2952 loss_bbox_4: 0.1953 loss_giou_4: 0.3345 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 02:25:56] d2.utils.events INFO: eta: 22:29:33 iter: 161979 total_loss: 5.806 loss_ce: 0.2954 loss_bbox: 0.1927 loss_giou: 0.3527 loss_ce_0: 0.501 loss_bbox_0: 0.3034 loss_giou_0: 0.5296 loss_ce_1: 0.4051 loss_bbox_1: 0.2102 loss_giou_1: 0.3904 loss_ce_2: 0.3295 loss_bbox_2: 0.1953 loss_giou_2: 0.3631 loss_ce_3: 0.3051 loss_bbox_3: 0.1972 loss_giou_3: 0.3531 loss_ce_4: 0.2952 loss_bbox_4: 0.1907 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:02] d2.utils.events INFO: eta: 22:29:02 iter: 161999 total_loss: 5.992 loss_ce: 0.2903 loss_bbox: 0.1949 loss_giou: 0.3578 loss_ce_0: 0.5062 loss_bbox_0: 0.3257 loss_giou_0: 0.5444 loss_ce_1: 0.4052 loss_bbox_1: 0.2232 loss_giou_1: 0.4098 loss_ce_2: 0.3419 loss_bbox_2: 0.2041 loss_giou_2: 0.3788 loss_ce_3: 0.306 loss_bbox_3: 0.2002 loss_giou_3: 0.3701 loss_ce_4: 0.2873 loss_bbox_4: 0.199 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:07] d2.utils.events INFO: eta: 22:28:52 iter: 162019 total_loss: 6.303 loss_ce: 0.3511 loss_bbox: 0.2071 loss_giou: 0.3787 loss_ce_0: 0.5232 loss_bbox_0: 0.3552 loss_giou_0: 0.5718 loss_ce_1: 0.4271 loss_bbox_1: 0.2391 loss_giou_1: 0.4304 loss_ce_2: 0.3819 loss_bbox_2: 0.2194 loss_giou_2: 0.3997 loss_ce_3: 0.3587 loss_bbox_3: 0.213 loss_giou_3: 0.3881 loss_ce_4: 0.35 loss_bbox_4: 0.2084 loss_giou_4: 0.3858 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:13] d2.utils.events INFO: eta: 22:28:42 iter: 162039 total_loss: 5.875 loss_ce: 0.3025 loss_bbox: 0.1972 loss_giou: 0.3566 loss_ce_0: 0.5026 loss_bbox_0: 0.329 loss_giou_0: 0.5448 loss_ce_1: 0.4047 loss_bbox_1: 0.2247 loss_giou_1: 0.4033 loss_ce_2: 0.3475 loss_bbox_2: 0.2003 loss_giou_2: 0.3782 loss_ce_3: 0.3171 loss_bbox_3: 0.2012 loss_giou_3: 0.372 loss_ce_4: 0.3023 loss_bbox_4: 0.1989 loss_giou_4: 0.3661 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:19] d2.utils.events INFO: eta: 22:28:14 iter: 162059 total_loss: 5.699 loss_ce: 0.3078 loss_bbox: 0.1923 loss_giou: 0.3218 loss_ce_0: 0.4896 loss_bbox_0: 0.3343 loss_giou_0: 0.4851 loss_ce_1: 0.3944 loss_bbox_1: 0.2416 loss_giou_1: 0.3791 loss_ce_2: 0.3357 loss_bbox_2: 0.2065 loss_giou_2: 0.3407 loss_ce_3: 0.3109 loss_bbox_3: 0.1959 loss_giou_3: 0.327 loss_ce_4: 0.3115 loss_bbox_4: 0.1926 loss_giou_4: 0.3197 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:24] d2.utils.events INFO: eta: 22:27:42 iter: 162079 total_loss: 5.755 loss_ce: 0.3107 loss_bbox: 0.1733 loss_giou: 0.3319 loss_ce_0: 0.4914 loss_bbox_0: 0.3111 loss_giou_0: 0.4843 loss_ce_1: 0.3909 loss_bbox_1: 0.211 loss_giou_1: 0.3668 loss_ce_2: 0.337 loss_bbox_2: 0.1842 loss_giou_2: 0.3387 loss_ce_3: 0.3127 loss_bbox_3: 0.177 loss_giou_3: 0.3308 loss_ce_4: 0.3091 loss_bbox_4: 0.1722 loss_giou_4: 0.3368 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:30] d2.utils.events INFO: eta: 22:27:18 iter: 162099 total_loss: 5.935 loss_ce: 0.3112 loss_bbox: 0.1914 loss_giou: 0.3405 loss_ce_0: 0.5189 loss_bbox_0: 0.3274 loss_giou_0: 0.5161 loss_ce_1: 0.4161 loss_bbox_1: 0.2347 loss_giou_1: 0.3906 loss_ce_2: 0.3522 loss_bbox_2: 0.2133 loss_giou_2: 0.3586 loss_ce_3: 0.3171 loss_bbox_3: 0.2031 loss_giou_3: 0.3503 loss_ce_4: 0.3127 loss_bbox_4: 0.1942 loss_giou_4: 0.3445 time: 0.2802 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:36] d2.utils.events INFO: eta: 22:26:43 iter: 162119 total_loss: 6.361 loss_ce: 0.3313 loss_bbox: 0.1969 loss_giou: 0.3622 loss_ce_0: 0.5371 loss_bbox_0: 0.3294 loss_giou_0: 0.5539 loss_ce_1: 0.4239 loss_bbox_1: 0.2308 loss_giou_1: 0.4138 loss_ce_2: 0.361 loss_bbox_2: 0.2072 loss_giou_2: 0.3799 loss_ce_3: 0.3287 loss_bbox_3: 0.2049 loss_giou_3: 0.3682 loss_ce_4: 0.3217 loss_bbox_4: 0.2009 loss_giou_4: 0.3668 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:41] d2.utils.events INFO: eta: 22:26:37 iter: 162139 total_loss: 5.851 loss_ce: 0.2991 loss_bbox: 0.1903 loss_giou: 0.3492 loss_ce_0: 0.5072 loss_bbox_0: 0.3264 loss_giou_0: 0.5438 loss_ce_1: 0.4022 loss_bbox_1: 0.2212 loss_giou_1: 0.3992 loss_ce_2: 0.3537 loss_bbox_2: 0.2011 loss_giou_2: 0.3664 loss_ce_3: 0.3252 loss_bbox_3: 0.1988 loss_giou_3: 0.3579 loss_ce_4: 0.299 loss_bbox_4: 0.1989 loss_giou_4: 0.3544 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:47] d2.utils.events INFO: eta: 22:26:47 iter: 162159 total_loss: 6.02 loss_ce: 0.3145 loss_bbox: 0.2029 loss_giou: 0.3468 loss_ce_0: 0.526 loss_bbox_0: 0.3255 loss_giou_0: 0.5259 loss_ce_1: 0.4299 loss_bbox_1: 0.239 loss_giou_1: 0.3984 loss_ce_2: 0.3592 loss_bbox_2: 0.2181 loss_giou_2: 0.3717 loss_ce_3: 0.3321 loss_bbox_3: 0.2146 loss_giou_3: 0.3619 loss_ce_4: 0.3227 loss_bbox_4: 0.2026 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:53] d2.utils.events INFO: eta: 22:26:56 iter: 162179 total_loss: 5.925 loss_ce: 0.3009 loss_bbox: 0.1926 loss_giou: 0.3506 loss_ce_0: 0.4968 loss_bbox_0: 0.3285 loss_giou_0: 0.5427 loss_ce_1: 0.3844 loss_bbox_1: 0.2253 loss_giou_1: 0.3963 loss_ce_2: 0.3301 loss_bbox_2: 0.2038 loss_giou_2: 0.3645 loss_ce_3: 0.3093 loss_bbox_3: 0.1962 loss_giou_3: 0.3545 loss_ce_4: 0.2947 loss_bbox_4: 0.1937 loss_giou_4: 0.3555 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:26:58] d2.utils.events INFO: eta: 22:27:00 iter: 162199 total_loss: 5.913 loss_ce: 0.3322 loss_bbox: 0.1817 loss_giou: 0.3434 loss_ce_0: 0.5302 loss_bbox_0: 0.3232 loss_giou_0: 0.5202 loss_ce_1: 0.4241 loss_bbox_1: 0.2163 loss_giou_1: 0.3962 loss_ce_2: 0.3633 loss_bbox_2: 0.1916 loss_giou_2: 0.3606 loss_ce_3: 0.3376 loss_bbox_3: 0.1881 loss_giou_3: 0.3508 loss_ce_4: 0.3249 loss_bbox_4: 0.1813 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:04] d2.utils.events INFO: eta: 22:26:39 iter: 162219 total_loss: 6.039 loss_ce: 0.3348 loss_bbox: 0.1959 loss_giou: 0.3575 loss_ce_0: 0.5229 loss_bbox_0: 0.3242 loss_giou_0: 0.5417 loss_ce_1: 0.4265 loss_bbox_1: 0.2297 loss_giou_1: 0.3949 loss_ce_2: 0.3698 loss_bbox_2: 0.2093 loss_giou_2: 0.3668 loss_ce_3: 0.3387 loss_bbox_3: 0.2036 loss_giou_3: 0.3584 loss_ce_4: 0.3329 loss_bbox_4: 0.1994 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:10] d2.utils.events INFO: eta: 22:26:49 iter: 162239 total_loss: 5.816 loss_ce: 0.31 loss_bbox: 0.1991 loss_giou: 0.3478 loss_ce_0: 0.5146 loss_bbox_0: 0.3181 loss_giou_0: 0.5405 loss_ce_1: 0.4131 loss_bbox_1: 0.2354 loss_giou_1: 0.3953 loss_ce_2: 0.3442 loss_bbox_2: 0.2106 loss_giou_2: 0.3614 loss_ce_3: 0.3192 loss_bbox_3: 0.1994 loss_giou_3: 0.3487 loss_ce_4: 0.3137 loss_bbox_4: 0.1996 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:16] d2.utils.events INFO: eta: 22:26:55 iter: 162259 total_loss: 5.934 loss_ce: 0.3235 loss_bbox: 0.1927 loss_giou: 0.3493 loss_ce_0: 0.4978 loss_bbox_0: 0.3318 loss_giou_0: 0.5735 loss_ce_1: 0.4013 loss_bbox_1: 0.2282 loss_giou_1: 0.4081 loss_ce_2: 0.3739 loss_bbox_2: 0.2078 loss_giou_2: 0.3716 loss_ce_3: 0.3426 loss_bbox_3: 0.2015 loss_giou_3: 0.362 loss_ce_4: 0.3297 loss_bbox_4: 0.1941 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:21] d2.utils.events INFO: eta: 22:26:20 iter: 162279 total_loss: 5.956 loss_ce: 0.3027 loss_bbox: 0.1995 loss_giou: 0.3388 loss_ce_0: 0.4988 loss_bbox_0: 0.332 loss_giou_0: 0.5298 loss_ce_1: 0.3861 loss_bbox_1: 0.2314 loss_giou_1: 0.3935 loss_ce_2: 0.3472 loss_bbox_2: 0.2103 loss_giou_2: 0.3596 loss_ce_3: 0.3192 loss_bbox_3: 0.2068 loss_giou_3: 0.3464 loss_ce_4: 0.3059 loss_bbox_4: 0.2049 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:27] d2.utils.events INFO: eta: 22:26:43 iter: 162299 total_loss: 5.834 loss_ce: 0.3098 loss_bbox: 0.1847 loss_giou: 0.3442 loss_ce_0: 0.5091 loss_bbox_0: 0.3147 loss_giou_0: 0.5238 loss_ce_1: 0.4039 loss_bbox_1: 0.2219 loss_giou_1: 0.3931 loss_ce_2: 0.3417 loss_bbox_2: 0.1996 loss_giou_2: 0.3621 loss_ce_3: 0.3223 loss_bbox_3: 0.1899 loss_giou_3: 0.3564 loss_ce_4: 0.3072 loss_bbox_4: 0.1874 loss_giou_4: 0.3503 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:33] d2.utils.events INFO: eta: 22:26:51 iter: 162319 total_loss: 5.866 loss_ce: 0.3091 loss_bbox: 0.1954 loss_giou: 0.3412 loss_ce_0: 0.5039 loss_bbox_0: 0.3245 loss_giou_0: 0.5144 loss_ce_1: 0.3918 loss_bbox_1: 0.2314 loss_giou_1: 0.3843 loss_ce_2: 0.3388 loss_bbox_2: 0.2141 loss_giou_2: 0.3564 loss_ce_3: 0.3215 loss_bbox_3: 0.1997 loss_giou_3: 0.3432 loss_ce_4: 0.3091 loss_bbox_4: 0.1989 loss_giou_4: 0.3413 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:38] d2.utils.events INFO: eta: 22:26:45 iter: 162339 total_loss: 6.024 loss_ce: 0.3323 loss_bbox: 0.1901 loss_giou: 0.3494 loss_ce_0: 0.5347 loss_bbox_0: 0.3219 loss_giou_0: 0.5307 loss_ce_1: 0.4354 loss_bbox_1: 0.2223 loss_giou_1: 0.3896 loss_ce_2: 0.3672 loss_bbox_2: 0.2048 loss_giou_2: 0.3649 loss_ce_3: 0.3477 loss_bbox_3: 0.1953 loss_giou_3: 0.3559 loss_ce_4: 0.333 loss_bbox_4: 0.1898 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:44] d2.utils.events INFO: eta: 22:26:40 iter: 162359 total_loss: 5.734 loss_ce: 0.3023 loss_bbox: 0.1926 loss_giou: 0.3309 loss_ce_0: 0.5 loss_bbox_0: 0.3095 loss_giou_0: 0.5011 loss_ce_1: 0.4039 loss_bbox_1: 0.2218 loss_giou_1: 0.3736 loss_ce_2: 0.3396 loss_bbox_2: 0.2099 loss_giou_2: 0.3501 loss_ce_3: 0.3127 loss_bbox_3: 0.1958 loss_giou_3: 0.3375 loss_ce_4: 0.2977 loss_bbox_4: 0.1933 loss_giou_4: 0.3327 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:50] d2.utils.events INFO: eta: 22:26:06 iter: 162379 total_loss: 6.132 loss_ce: 0.3043 loss_bbox: 0.1992 loss_giou: 0.3684 loss_ce_0: 0.5215 loss_bbox_0: 0.3371 loss_giou_0: 0.5397 loss_ce_1: 0.405 loss_bbox_1: 0.2409 loss_giou_1: 0.4115 loss_ce_2: 0.345 loss_bbox_2: 0.2168 loss_giou_2: 0.3789 loss_ce_3: 0.3161 loss_bbox_3: 0.2046 loss_giou_3: 0.3688 loss_ce_4: 0.3044 loss_bbox_4: 0.2059 loss_giou_4: 0.3736 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 02:27:56] d2.utils.events INFO: eta: 22:26:31 iter: 162399 total_loss: 5.956 loss_ce: 0.3178 loss_bbox: 0.1923 loss_giou: 0.3358 loss_ce_0: 0.5123 loss_bbox_0: 0.341 loss_giou_0: 0.5255 loss_ce_1: 0.4135 loss_bbox_1: 0.2176 loss_giou_1: 0.3808 loss_ce_2: 0.3641 loss_bbox_2: 0.2021 loss_giou_2: 0.3539 loss_ce_3: 0.3307 loss_bbox_3: 0.1967 loss_giou_3: 0.3434 loss_ce_4: 0.3206 loss_bbox_4: 0.1889 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:01] d2.utils.events INFO: eta: 22:26:23 iter: 162419 total_loss: 5.582 loss_ce: 0.2721 loss_bbox: 0.1954 loss_giou: 0.3236 loss_ce_0: 0.4892 loss_bbox_0: 0.3195 loss_giou_0: 0.4943 loss_ce_1: 0.3951 loss_bbox_1: 0.226 loss_giou_1: 0.3678 loss_ce_2: 0.3319 loss_bbox_2: 0.2011 loss_giou_2: 0.336 loss_ce_3: 0.2876 loss_bbox_3: 0.202 loss_giou_3: 0.3354 loss_ce_4: 0.2825 loss_bbox_4: 0.1953 loss_giou_4: 0.3255 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:07] d2.utils.events INFO: eta: 22:26:22 iter: 162439 total_loss: 5.844 loss_ce: 0.2878 loss_bbox: 0.1902 loss_giou: 0.3368 loss_ce_0: 0.4926 loss_bbox_0: 0.3135 loss_giou_0: 0.5309 loss_ce_1: 0.3854 loss_bbox_1: 0.2226 loss_giou_1: 0.3847 loss_ce_2: 0.3305 loss_bbox_2: 0.2 loss_giou_2: 0.3588 loss_ce_3: 0.303 loss_bbox_3: 0.1983 loss_giou_3: 0.349 loss_ce_4: 0.2966 loss_bbox_4: 0.1902 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:13] d2.utils.events INFO: eta: 22:26:17 iter: 162459 total_loss: 6.085 loss_ce: 0.337 loss_bbox: 0.1804 loss_giou: 0.3336 loss_ce_0: 0.5348 loss_bbox_0: 0.3301 loss_giou_0: 0.5169 loss_ce_1: 0.4208 loss_bbox_1: 0.2234 loss_giou_1: 0.3812 loss_ce_2: 0.3702 loss_bbox_2: 0.2015 loss_giou_2: 0.354 loss_ce_3: 0.3514 loss_bbox_3: 0.1892 loss_giou_3: 0.3468 loss_ce_4: 0.3378 loss_bbox_4: 0.1831 loss_giou_4: 0.3419 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:18] d2.utils.events INFO: eta: 22:26:07 iter: 162479 total_loss: 6.212 loss_ce: 0.3275 loss_bbox: 0.1952 loss_giou: 0.3424 loss_ce_0: 0.5383 loss_bbox_0: 0.3358 loss_giou_0: 0.5133 loss_ce_1: 0.4244 loss_bbox_1: 0.2336 loss_giou_1: 0.3845 loss_ce_2: 0.3607 loss_bbox_2: 0.2154 loss_giou_2: 0.3538 loss_ce_3: 0.3456 loss_bbox_3: 0.1989 loss_giou_3: 0.3396 loss_ce_4: 0.3279 loss_bbox_4: 0.1942 loss_giou_4: 0.3383 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:24] d2.utils.events INFO: eta: 22:26:01 iter: 162499 total_loss: 6.138 loss_ce: 0.316 loss_bbox: 0.193 loss_giou: 0.3606 loss_ce_0: 0.5281 loss_bbox_0: 0.3259 loss_giou_0: 0.5445 loss_ce_1: 0.4279 loss_bbox_1: 0.2295 loss_giou_1: 0.3984 loss_ce_2: 0.3598 loss_bbox_2: 0.2043 loss_giou_2: 0.3697 loss_ce_3: 0.332 loss_bbox_3: 0.1996 loss_giou_3: 0.3614 loss_ce_4: 0.3095 loss_bbox_4: 0.1947 loss_giou_4: 0.3642 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:30] d2.utils.events INFO: eta: 22:25:37 iter: 162519 total_loss: 5.652 loss_ce: 0.2967 loss_bbox: 0.1885 loss_giou: 0.3132 loss_ce_0: 0.5064 loss_bbox_0: 0.3178 loss_giou_0: 0.4902 loss_ce_1: 0.3931 loss_bbox_1: 0.2213 loss_giou_1: 0.36 loss_ce_2: 0.3441 loss_bbox_2: 0.1955 loss_giou_2: 0.333 loss_ce_3: 0.305 loss_bbox_3: 0.1956 loss_giou_3: 0.3169 loss_ce_4: 0.2961 loss_bbox_4: 0.1892 loss_giou_4: 0.3181 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:35] d2.utils.events INFO: eta: 22:25:49 iter: 162539 total_loss: 5.804 loss_ce: 0.3099 loss_bbox: 0.1905 loss_giou: 0.347 loss_ce_0: 0.507 loss_bbox_0: 0.3343 loss_giou_0: 0.5395 loss_ce_1: 0.3972 loss_bbox_1: 0.2268 loss_giou_1: 0.3859 loss_ce_2: 0.3437 loss_bbox_2: 0.2064 loss_giou_2: 0.3621 loss_ce_3: 0.3203 loss_bbox_3: 0.2005 loss_giou_3: 0.3525 loss_ce_4: 0.3135 loss_bbox_4: 0.1925 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:41] d2.utils.events INFO: eta: 22:25:44 iter: 162559 total_loss: 6.022 loss_ce: 0.3139 loss_bbox: 0.1898 loss_giou: 0.345 loss_ce_0: 0.5095 loss_bbox_0: 0.3202 loss_giou_0: 0.5179 loss_ce_1: 0.4287 loss_bbox_1: 0.2233 loss_giou_1: 0.3888 loss_ce_2: 0.3426 loss_bbox_2: 0.2057 loss_giou_2: 0.3602 loss_ce_3: 0.3248 loss_bbox_3: 0.1942 loss_giou_3: 0.3477 loss_ce_4: 0.3142 loss_bbox_4: 0.1918 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:47] d2.utils.events INFO: eta: 22:25:38 iter: 162579 total_loss: 5.993 loss_ce: 0.3199 loss_bbox: 0.189 loss_giou: 0.3442 loss_ce_0: 0.4899 loss_bbox_0: 0.3117 loss_giou_0: 0.523 loss_ce_1: 0.4073 loss_bbox_1: 0.2151 loss_giou_1: 0.3804 loss_ce_2: 0.3573 loss_bbox_2: 0.2018 loss_giou_2: 0.359 loss_ce_3: 0.3282 loss_bbox_3: 0.1948 loss_giou_3: 0.3493 loss_ce_4: 0.3209 loss_bbox_4: 0.1916 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:53] d2.utils.events INFO: eta: 22:26:00 iter: 162599 total_loss: 6.084 loss_ce: 0.3242 loss_bbox: 0.1882 loss_giou: 0.3707 loss_ce_0: 0.5203 loss_bbox_0: 0.3382 loss_giou_0: 0.5613 loss_ce_1: 0.4282 loss_bbox_1: 0.2262 loss_giou_1: 0.4131 loss_ce_2: 0.3575 loss_bbox_2: 0.2065 loss_giou_2: 0.3809 loss_ce_3: 0.3291 loss_bbox_3: 0.1949 loss_giou_3: 0.3807 loss_ce_4: 0.3253 loss_bbox_4: 0.1892 loss_giou_4: 0.375 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 02:28:58] d2.utils.events INFO: eta: 22:25:48 iter: 162619 total_loss: 5.829 loss_ce: 0.3021 loss_bbox: 0.2017 loss_giou: 0.3516 loss_ce_0: 0.5189 loss_bbox_0: 0.3148 loss_giou_0: 0.5402 loss_ce_1: 0.4099 loss_bbox_1: 0.2286 loss_giou_1: 0.3916 loss_ce_2: 0.3338 loss_bbox_2: 0.2162 loss_giou_2: 0.3631 loss_ce_3: 0.3143 loss_bbox_3: 0.2083 loss_giou_3: 0.3557 loss_ce_4: 0.2955 loss_bbox_4: 0.2037 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:04] d2.utils.events INFO: eta: 22:25:37 iter: 162639 total_loss: 5.878 loss_ce: 0.2929 loss_bbox: 0.1923 loss_giou: 0.3416 loss_ce_0: 0.48 loss_bbox_0: 0.3201 loss_giou_0: 0.5336 loss_ce_1: 0.3823 loss_bbox_1: 0.2305 loss_giou_1: 0.392 loss_ce_2: 0.3407 loss_bbox_2: 0.2053 loss_giou_2: 0.3579 loss_ce_3: 0.3054 loss_bbox_3: 0.1994 loss_giou_3: 0.3471 loss_ce_4: 0.2898 loss_bbox_4: 0.1952 loss_giou_4: 0.3391 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:10] d2.utils.events INFO: eta: 22:25:44 iter: 162659 total_loss: 5.718 loss_ce: 0.3026 loss_bbox: 0.1866 loss_giou: 0.3466 loss_ce_0: 0.5028 loss_bbox_0: 0.3172 loss_giou_0: 0.5479 loss_ce_1: 0.4034 loss_bbox_1: 0.2239 loss_giou_1: 0.3955 loss_ce_2: 0.3492 loss_bbox_2: 0.1978 loss_giou_2: 0.364 loss_ce_3: 0.32 loss_bbox_3: 0.1896 loss_giou_3: 0.3535 loss_ce_4: 0.3051 loss_bbox_4: 0.1893 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:15] d2.utils.events INFO: eta: 22:25:52 iter: 162679 total_loss: 6.122 loss_ce: 0.3094 loss_bbox: 0.2005 loss_giou: 0.3495 loss_ce_0: 0.519 loss_bbox_0: 0.3385 loss_giou_0: 0.5303 loss_ce_1: 0.4332 loss_bbox_1: 0.2443 loss_giou_1: 0.3948 loss_ce_2: 0.3603 loss_bbox_2: 0.2157 loss_giou_2: 0.3696 loss_ce_3: 0.323 loss_bbox_3: 0.2105 loss_giou_3: 0.3544 loss_ce_4: 0.3134 loss_bbox_4: 0.2064 loss_giou_4: 0.3505 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:21] d2.utils.events INFO: eta: 22:25:42 iter: 162699 total_loss: 5.974 loss_ce: 0.3068 loss_bbox: 0.1884 loss_giou: 0.3374 loss_ce_0: 0.4867 loss_bbox_0: 0.3011 loss_giou_0: 0.5154 loss_ce_1: 0.4042 loss_bbox_1: 0.2184 loss_giou_1: 0.3869 loss_ce_2: 0.3276 loss_bbox_2: 0.1978 loss_giou_2: 0.3595 loss_ce_3: 0.3113 loss_bbox_3: 0.1962 loss_giou_3: 0.3491 loss_ce_4: 0.3128 loss_bbox_4: 0.187 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:27] d2.utils.events INFO: eta: 22:25:41 iter: 162719 total_loss: 5.908 loss_ce: 0.3018 loss_bbox: 0.1866 loss_giou: 0.3545 loss_ce_0: 0.5096 loss_bbox_0: 0.3199 loss_giou_0: 0.5258 loss_ce_1: 0.4089 loss_bbox_1: 0.2265 loss_giou_1: 0.3975 loss_ce_2: 0.3439 loss_bbox_2: 0.2055 loss_giou_2: 0.371 loss_ce_3: 0.3195 loss_bbox_3: 0.1981 loss_giou_3: 0.3603 loss_ce_4: 0.3067 loss_bbox_4: 0.1912 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:33] d2.utils.events INFO: eta: 22:25:30 iter: 162739 total_loss: 6.008 loss_ce: 0.3181 loss_bbox: 0.1973 loss_giou: 0.3521 loss_ce_0: 0.5125 loss_bbox_0: 0.3351 loss_giou_0: 0.5296 loss_ce_1: 0.4225 loss_bbox_1: 0.2327 loss_giou_1: 0.4002 loss_ce_2: 0.3508 loss_bbox_2: 0.2123 loss_giou_2: 0.3758 loss_ce_3: 0.3237 loss_bbox_3: 0.207 loss_giou_3: 0.3656 loss_ce_4: 0.3208 loss_bbox_4: 0.1948 loss_giou_4: 0.3595 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:38] d2.utils.events INFO: eta: 22:25:25 iter: 162759 total_loss: 5.848 loss_ce: 0.3051 loss_bbox: 0.1734 loss_giou: 0.3447 loss_ce_0: 0.5064 loss_bbox_0: 0.3245 loss_giou_0: 0.5236 loss_ce_1: 0.4019 loss_bbox_1: 0.2155 loss_giou_1: 0.3945 loss_ce_2: 0.3436 loss_bbox_2: 0.1871 loss_giou_2: 0.3755 loss_ce_3: 0.3173 loss_bbox_3: 0.1825 loss_giou_3: 0.356 loss_ce_4: 0.3053 loss_bbox_4: 0.174 loss_giou_4: 0.3495 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:44] d2.utils.events INFO: eta: 22:25:42 iter: 162779 total_loss: 5.763 loss_ce: 0.3017 loss_bbox: 0.1744 loss_giou: 0.3365 loss_ce_0: 0.4973 loss_bbox_0: 0.3071 loss_giou_0: 0.5488 loss_ce_1: 0.3926 loss_bbox_1: 0.2142 loss_giou_1: 0.3972 loss_ce_2: 0.3269 loss_bbox_2: 0.1899 loss_giou_2: 0.3645 loss_ce_3: 0.3044 loss_bbox_3: 0.183 loss_giou_3: 0.3538 loss_ce_4: 0.3032 loss_bbox_4: 0.1805 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:50] d2.utils.events INFO: eta: 22:25:36 iter: 162799 total_loss: 6.105 loss_ce: 0.3086 loss_bbox: 0.2018 loss_giou: 0.3546 loss_ce_0: 0.5181 loss_bbox_0: 0.3474 loss_giou_0: 0.5413 loss_ce_1: 0.4473 loss_bbox_1: 0.2341 loss_giou_1: 0.4049 loss_ce_2: 0.3656 loss_bbox_2: 0.2137 loss_giou_2: 0.3724 loss_ce_3: 0.3308 loss_bbox_3: 0.2018 loss_giou_3: 0.3614 loss_ce_4: 0.31 loss_bbox_4: 0.201 loss_giou_4: 0.3587 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 02:29:55] d2.utils.events INFO: eta: 22:25:43 iter: 162819 total_loss: 5.759 loss_ce: 0.2866 loss_bbox: 0.1852 loss_giou: 0.3433 loss_ce_0: 0.5069 loss_bbox_0: 0.3295 loss_giou_0: 0.5203 loss_ce_1: 0.4022 loss_bbox_1: 0.2199 loss_giou_1: 0.3895 loss_ce_2: 0.34 loss_bbox_2: 0.2039 loss_giou_2: 0.3551 loss_ce_3: 0.3104 loss_bbox_3: 0.1911 loss_giou_3: 0.3496 loss_ce_4: 0.2952 loss_bbox_4: 0.186 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:01] d2.utils.events INFO: eta: 22:26:04 iter: 162839 total_loss: 6.195 loss_ce: 0.3113 loss_bbox: 0.2 loss_giou: 0.3674 loss_ce_0: 0.517 loss_bbox_0: 0.3404 loss_giou_0: 0.5656 loss_ce_1: 0.411 loss_bbox_1: 0.2421 loss_giou_1: 0.423 loss_ce_2: 0.3621 loss_bbox_2: 0.2239 loss_giou_2: 0.3852 loss_ce_3: 0.3372 loss_bbox_3: 0.2093 loss_giou_3: 0.3789 loss_ce_4: 0.3209 loss_bbox_4: 0.2019 loss_giou_4: 0.37 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:07] d2.utils.events INFO: eta: 22:25:58 iter: 162859 total_loss: 5.817 loss_ce: 0.3094 loss_bbox: 0.189 loss_giou: 0.326 loss_ce_0: 0.5061 loss_bbox_0: 0.3299 loss_giou_0: 0.5013 loss_ce_1: 0.4097 loss_bbox_1: 0.2229 loss_giou_1: 0.3737 loss_ce_2: 0.3506 loss_bbox_2: 0.2039 loss_giou_2: 0.3434 loss_ce_3: 0.315 loss_bbox_3: 0.1934 loss_giou_3: 0.3314 loss_ce_4: 0.3121 loss_bbox_4: 0.1892 loss_giou_4: 0.3239 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:12] d2.utils.events INFO: eta: 22:25:50 iter: 162879 total_loss: 5.694 loss_ce: 0.3099 loss_bbox: 0.1813 loss_giou: 0.3238 loss_ce_0: 0.5159 loss_bbox_0: 0.3257 loss_giou_0: 0.5073 loss_ce_1: 0.3986 loss_bbox_1: 0.2164 loss_giou_1: 0.3761 loss_ce_2: 0.3451 loss_bbox_2: 0.1945 loss_giou_2: 0.3473 loss_ce_3: 0.3166 loss_bbox_3: 0.1877 loss_giou_3: 0.3356 loss_ce_4: 0.3134 loss_bbox_4: 0.1837 loss_giou_4: 0.3283 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:18] d2.utils.events INFO: eta: 22:25:02 iter: 162899 total_loss: 5.457 loss_ce: 0.2656 loss_bbox: 0.1901 loss_giou: 0.3334 loss_ce_0: 0.4933 loss_bbox_0: 0.3209 loss_giou_0: 0.5304 loss_ce_1: 0.3682 loss_bbox_1: 0.2336 loss_giou_1: 0.3841 loss_ce_2: 0.3195 loss_bbox_2: 0.199 loss_giou_2: 0.3519 loss_ce_3: 0.2914 loss_bbox_3: 0.1938 loss_giou_3: 0.3486 loss_ce_4: 0.2732 loss_bbox_4: 0.1955 loss_giou_4: 0.339 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:24] d2.utils.events INFO: eta: 22:24:56 iter: 162919 total_loss: 5.837 loss_ce: 0.2953 loss_bbox: 0.1937 loss_giou: 0.342 loss_ce_0: 0.4946 loss_bbox_0: 0.3246 loss_giou_0: 0.5324 loss_ce_1: 0.3893 loss_bbox_1: 0.2194 loss_giou_1: 0.3844 loss_ce_2: 0.3308 loss_bbox_2: 0.1966 loss_giou_2: 0.3608 loss_ce_3: 0.31 loss_bbox_3: 0.1976 loss_giou_3: 0.3549 loss_ce_4: 0.3029 loss_bbox_4: 0.1957 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:29] d2.utils.events INFO: eta: 22:25:08 iter: 162939 total_loss: 5.801 loss_ce: 0.3055 loss_bbox: 0.182 loss_giou: 0.331 loss_ce_0: 0.5078 loss_bbox_0: 0.3191 loss_giou_0: 0.5353 loss_ce_1: 0.4046 loss_bbox_1: 0.2166 loss_giou_1: 0.3934 loss_ce_2: 0.3403 loss_bbox_2: 0.1953 loss_giou_2: 0.3615 loss_ce_3: 0.3218 loss_bbox_3: 0.1878 loss_giou_3: 0.3455 loss_ce_4: 0.3065 loss_bbox_4: 0.1849 loss_giou_4: 0.3362 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:35] d2.utils.events INFO: eta: 22:24:55 iter: 162959 total_loss: 5.795 loss_ce: 0.2992 loss_bbox: 0.1952 loss_giou: 0.3547 loss_ce_0: 0.5025 loss_bbox_0: 0.3158 loss_giou_0: 0.5385 loss_ce_1: 0.4041 loss_bbox_1: 0.2246 loss_giou_1: 0.4005 loss_ce_2: 0.3346 loss_bbox_2: 0.2035 loss_giou_2: 0.3746 loss_ce_3: 0.2993 loss_bbox_3: 0.2019 loss_giou_3: 0.3637 loss_ce_4: 0.3013 loss_bbox_4: 0.1983 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:41] d2.utils.events INFO: eta: 22:25:03 iter: 162979 total_loss: 5.971 loss_ce: 0.3116 loss_bbox: 0.1998 loss_giou: 0.3536 loss_ce_0: 0.5201 loss_bbox_0: 0.3361 loss_giou_0: 0.5372 loss_ce_1: 0.402 loss_bbox_1: 0.232 loss_giou_1: 0.3965 loss_ce_2: 0.3444 loss_bbox_2: 0.2174 loss_giou_2: 0.3649 loss_ce_3: 0.3227 loss_bbox_3: 0.2075 loss_giou_3: 0.3602 loss_ce_4: 0.3156 loss_bbox_4: 0.2043 loss_giou_4: 0.354 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:46] d2.utils.events INFO: eta: 22:24:51 iter: 162999 total_loss: 6.061 loss_ce: 0.3133 loss_bbox: 0.2127 loss_giou: 0.3456 loss_ce_0: 0.5156 loss_bbox_0: 0.3442 loss_giou_0: 0.5429 loss_ce_1: 0.4184 loss_bbox_1: 0.2361 loss_giou_1: 0.4025 loss_ce_2: 0.3564 loss_bbox_2: 0.2259 loss_giou_2: 0.3676 loss_ce_3: 0.3217 loss_bbox_3: 0.2194 loss_giou_3: 0.3611 loss_ce_4: 0.318 loss_bbox_4: 0.2124 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:52] d2.utils.events INFO: eta: 22:24:51 iter: 163019 total_loss: 5.801 loss_ce: 0.2965 loss_bbox: 0.1983 loss_giou: 0.3599 loss_ce_0: 0.5034 loss_bbox_0: 0.3299 loss_giou_0: 0.5482 loss_ce_1: 0.3851 loss_bbox_1: 0.2351 loss_giou_1: 0.4104 loss_ce_2: 0.3472 loss_bbox_2: 0.2187 loss_giou_2: 0.3737 loss_ce_3: 0.3183 loss_bbox_3: 0.2091 loss_giou_3: 0.3636 loss_ce_4: 0.3045 loss_bbox_4: 0.2018 loss_giou_4: 0.3652 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:30:58] d2.utils.events INFO: eta: 22:24:56 iter: 163039 total_loss: 5.937 loss_ce: 0.322 loss_bbox: 0.1889 loss_giou: 0.3567 loss_ce_0: 0.5124 loss_bbox_0: 0.3285 loss_giou_0: 0.5581 loss_ce_1: 0.4144 loss_bbox_1: 0.2311 loss_giou_1: 0.404 loss_ce_2: 0.3563 loss_bbox_2: 0.2045 loss_giou_2: 0.3623 loss_ce_3: 0.3286 loss_bbox_3: 0.1978 loss_giou_3: 0.3574 loss_ce_4: 0.3185 loss_bbox_4: 0.1934 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:04] d2.utils.events INFO: eta: 22:24:44 iter: 163059 total_loss: 5.887 loss_ce: 0.3084 loss_bbox: 0.1929 loss_giou: 0.3354 loss_ce_0: 0.5255 loss_bbox_0: 0.3249 loss_giou_0: 0.5283 loss_ce_1: 0.4165 loss_bbox_1: 0.2242 loss_giou_1: 0.3906 loss_ce_2: 0.3445 loss_bbox_2: 0.2035 loss_giou_2: 0.357 loss_ce_3: 0.3129 loss_bbox_3: 0.2005 loss_giou_3: 0.3458 loss_ce_4: 0.3083 loss_bbox_4: 0.1964 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:09] d2.utils.events INFO: eta: 22:24:57 iter: 163079 total_loss: 5.915 loss_ce: 0.306 loss_bbox: 0.1965 loss_giou: 0.3526 loss_ce_0: 0.4906 loss_bbox_0: 0.3225 loss_giou_0: 0.532 loss_ce_1: 0.3939 loss_bbox_1: 0.2298 loss_giou_1: 0.4021 loss_ce_2: 0.3464 loss_bbox_2: 0.2079 loss_giou_2: 0.3711 loss_ce_3: 0.3204 loss_bbox_3: 0.2041 loss_giou_3: 0.3634 loss_ce_4: 0.3058 loss_bbox_4: 0.1998 loss_giou_4: 0.3525 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:15] d2.utils.events INFO: eta: 22:24:51 iter: 163099 total_loss: 5.831 loss_ce: 0.3074 loss_bbox: 0.1939 loss_giou: 0.3333 loss_ce_0: 0.5269 loss_bbox_0: 0.3315 loss_giou_0: 0.505 loss_ce_1: 0.4158 loss_bbox_1: 0.2321 loss_giou_1: 0.3838 loss_ce_2: 0.3542 loss_bbox_2: 0.2154 loss_giou_2: 0.3579 loss_ce_3: 0.3228 loss_bbox_3: 0.2009 loss_giou_3: 0.3478 loss_ce_4: 0.3148 loss_bbox_4: 0.1991 loss_giou_4: 0.3391 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:21] d2.utils.events INFO: eta: 22:24:53 iter: 163119 total_loss: 6.21 loss_ce: 0.3171 loss_bbox: 0.2065 loss_giou: 0.3563 loss_ce_0: 0.5206 loss_bbox_0: 0.3493 loss_giou_0: 0.537 loss_ce_1: 0.4209 loss_bbox_1: 0.2389 loss_giou_1: 0.3915 loss_ce_2: 0.3522 loss_bbox_2: 0.2205 loss_giou_2: 0.3822 loss_ce_3: 0.3285 loss_bbox_3: 0.2163 loss_giou_3: 0.3651 loss_ce_4: 0.3233 loss_bbox_4: 0.2073 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:26] d2.utils.events INFO: eta: 22:25:12 iter: 163139 total_loss: 5.529 loss_ce: 0.2812 loss_bbox: 0.1825 loss_giou: 0.3345 loss_ce_0: 0.5047 loss_bbox_0: 0.3068 loss_giou_0: 0.4969 loss_ce_1: 0.4083 loss_bbox_1: 0.2139 loss_giou_1: 0.3663 loss_ce_2: 0.3412 loss_bbox_2: 0.1978 loss_giou_2: 0.3491 loss_ce_3: 0.3065 loss_bbox_3: 0.1935 loss_giou_3: 0.3432 loss_ce_4: 0.2856 loss_bbox_4: 0.1909 loss_giou_4: 0.3356 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:32] d2.utils.events INFO: eta: 22:25:07 iter: 163159 total_loss: 5.512 loss_ce: 0.3004 loss_bbox: 0.1796 loss_giou: 0.317 loss_ce_0: 0.4972 loss_bbox_0: 0.3091 loss_giou_0: 0.5011 loss_ce_1: 0.4047 loss_bbox_1: 0.2076 loss_giou_1: 0.3622 loss_ce_2: 0.3429 loss_bbox_2: 0.1877 loss_giou_2: 0.3321 loss_ce_3: 0.3113 loss_bbox_3: 0.1831 loss_giou_3: 0.3249 loss_ce_4: 0.3002 loss_bbox_4: 0.1813 loss_giou_4: 0.3173 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:38] d2.utils.events INFO: eta: 22:24:53 iter: 163179 total_loss: 5.467 loss_ce: 0.2776 loss_bbox: 0.1685 loss_giou: 0.3117 loss_ce_0: 0.499 loss_bbox_0: 0.299 loss_giou_0: 0.4948 loss_ce_1: 0.391 loss_bbox_1: 0.1977 loss_giou_1: 0.3612 loss_ce_2: 0.3315 loss_bbox_2: 0.1815 loss_giou_2: 0.331 loss_ce_3: 0.2849 loss_bbox_3: 0.1776 loss_giou_3: 0.313 loss_ce_4: 0.2697 loss_bbox_4: 0.1764 loss_giou_4: 0.3096 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:43] d2.utils.events INFO: eta: 22:25:05 iter: 163199 total_loss: 5.733 loss_ce: 0.2974 loss_bbox: 0.18 loss_giou: 0.3387 loss_ce_0: 0.502 loss_bbox_0: 0.3124 loss_giou_0: 0.5249 loss_ce_1: 0.3901 loss_bbox_1: 0.2122 loss_giou_1: 0.389 loss_ce_2: 0.333 loss_bbox_2: 0.1924 loss_giou_2: 0.3598 loss_ce_3: 0.3095 loss_bbox_3: 0.1821 loss_giou_3: 0.3476 loss_ce_4: 0.2953 loss_bbox_4: 0.1837 loss_giou_4: 0.3446 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:49] d2.utils.events INFO: eta: 22:24:50 iter: 163219 total_loss: 5.734 loss_ce: 0.2992 loss_bbox: 0.2001 loss_giou: 0.3574 loss_ce_0: 0.5089 loss_bbox_0: 0.3346 loss_giou_0: 0.5192 loss_ce_1: 0.4008 loss_bbox_1: 0.2304 loss_giou_1: 0.4001 loss_ce_2: 0.3366 loss_bbox_2: 0.2071 loss_giou_2: 0.3688 loss_ce_3: 0.3099 loss_bbox_3: 0.2064 loss_giou_3: 0.3565 loss_ce_4: 0.3003 loss_bbox_4: 0.2042 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 02:31:55] d2.utils.events INFO: eta: 22:24:28 iter: 163239 total_loss: 5.927 loss_ce: 0.3105 loss_bbox: 0.1851 loss_giou: 0.3591 loss_ce_0: 0.5068 loss_bbox_0: 0.3132 loss_giou_0: 0.5242 loss_ce_1: 0.3951 loss_bbox_1: 0.213 loss_giou_1: 0.3911 loss_ce_2: 0.3464 loss_bbox_2: 0.1956 loss_giou_2: 0.3746 loss_ce_3: 0.3246 loss_bbox_3: 0.188 loss_giou_3: 0.3703 loss_ce_4: 0.3062 loss_bbox_4: 0.1855 loss_giou_4: 0.3627 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:00] d2.utils.events INFO: eta: 22:24:01 iter: 163259 total_loss: 5.649 loss_ce: 0.288 loss_bbox: 0.1863 loss_giou: 0.3302 loss_ce_0: 0.4965 loss_bbox_0: 0.3121 loss_giou_0: 0.4963 loss_ce_1: 0.3991 loss_bbox_1: 0.2206 loss_giou_1: 0.3669 loss_ce_2: 0.3336 loss_bbox_2: 0.2057 loss_giou_2: 0.3374 loss_ce_3: 0.3007 loss_bbox_3: 0.1955 loss_giou_3: 0.3393 loss_ce_4: 0.2934 loss_bbox_4: 0.1884 loss_giou_4: 0.3327 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:06] d2.utils.events INFO: eta: 22:23:57 iter: 163279 total_loss: 5.939 loss_ce: 0.3103 loss_bbox: 0.2131 loss_giou: 0.3384 loss_ce_0: 0.5043 loss_bbox_0: 0.3384 loss_giou_0: 0.5085 loss_ce_1: 0.4069 loss_bbox_1: 0.2451 loss_giou_1: 0.3909 loss_ce_2: 0.3445 loss_bbox_2: 0.2244 loss_giou_2: 0.3623 loss_ce_3: 0.3236 loss_bbox_3: 0.2194 loss_giou_3: 0.3528 loss_ce_4: 0.3102 loss_bbox_4: 0.2172 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:12] d2.utils.events INFO: eta: 22:24:11 iter: 163299 total_loss: 5.76 loss_ce: 0.3014 loss_bbox: 0.1794 loss_giou: 0.3359 loss_ce_0: 0.4994 loss_bbox_0: 0.3095 loss_giou_0: 0.5415 loss_ce_1: 0.3965 loss_bbox_1: 0.2137 loss_giou_1: 0.395 loss_ce_2: 0.3449 loss_bbox_2: 0.1866 loss_giou_2: 0.3529 loss_ce_3: 0.3155 loss_bbox_3: 0.1825 loss_giou_3: 0.3401 loss_ce_4: 0.2977 loss_bbox_4: 0.1818 loss_giou_4: 0.3406 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:17] d2.utils.events INFO: eta: 22:24:31 iter: 163319 total_loss: 5.601 loss_ce: 0.29 loss_bbox: 0.1813 loss_giou: 0.3363 loss_ce_0: 0.5009 loss_bbox_0: 0.3199 loss_giou_0: 0.5213 loss_ce_1: 0.3918 loss_bbox_1: 0.2171 loss_giou_1: 0.3806 loss_ce_2: 0.336 loss_bbox_2: 0.1943 loss_giou_2: 0.3526 loss_ce_3: 0.3109 loss_bbox_3: 0.1861 loss_giou_3: 0.3451 loss_ce_4: 0.2951 loss_bbox_4: 0.1845 loss_giou_4: 0.3378 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:23] d2.utils.events INFO: eta: 22:24:05 iter: 163339 total_loss: 5.8 loss_ce: 0.2936 loss_bbox: 0.1786 loss_giou: 0.3446 loss_ce_0: 0.5106 loss_bbox_0: 0.3017 loss_giou_0: 0.5429 loss_ce_1: 0.3889 loss_bbox_1: 0.2119 loss_giou_1: 0.3981 loss_ce_2: 0.339 loss_bbox_2: 0.1957 loss_giou_2: 0.3581 loss_ce_3: 0.3027 loss_bbox_3: 0.1878 loss_giou_3: 0.3513 loss_ce_4: 0.2918 loss_bbox_4: 0.1803 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:29] d2.utils.events INFO: eta: 22:23:59 iter: 163359 total_loss: 5.733 loss_ce: 0.31 loss_bbox: 0.1861 loss_giou: 0.3548 loss_ce_0: 0.4994 loss_bbox_0: 0.3018 loss_giou_0: 0.5244 loss_ce_1: 0.3902 loss_bbox_1: 0.2109 loss_giou_1: 0.3909 loss_ce_2: 0.3464 loss_bbox_2: 0.1961 loss_giou_2: 0.3688 loss_ce_3: 0.3162 loss_bbox_3: 0.1911 loss_giou_3: 0.3643 loss_ce_4: 0.3109 loss_bbox_4: 0.1899 loss_giou_4: 0.357 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:34] d2.utils.events INFO: eta: 22:24:14 iter: 163379 total_loss: 5.838 loss_ce: 0.2919 loss_bbox: 0.1916 loss_giou: 0.3469 loss_ce_0: 0.5138 loss_bbox_0: 0.3303 loss_giou_0: 0.5365 loss_ce_1: 0.4083 loss_bbox_1: 0.2177 loss_giou_1: 0.3959 loss_ce_2: 0.3476 loss_bbox_2: 0.1977 loss_giou_2: 0.3669 loss_ce_3: 0.3089 loss_bbox_3: 0.1926 loss_giou_3: 0.3563 loss_ce_4: 0.2908 loss_bbox_4: 0.1907 loss_giou_4: 0.3509 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:40] d2.utils.events INFO: eta: 22:23:48 iter: 163399 total_loss: 5.503 loss_ce: 0.3026 loss_bbox: 0.1753 loss_giou: 0.3281 loss_ce_0: 0.492 loss_bbox_0: 0.3035 loss_giou_0: 0.5196 loss_ce_1: 0.3984 loss_bbox_1: 0.2066 loss_giou_1: 0.3793 loss_ce_2: 0.3316 loss_bbox_2: 0.1812 loss_giou_2: 0.3411 loss_ce_3: 0.3024 loss_bbox_3: 0.1789 loss_giou_3: 0.3343 loss_ce_4: 0.2993 loss_bbox_4: 0.1761 loss_giou_4: 0.3325 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:46] d2.utils.events INFO: eta: 22:23:42 iter: 163419 total_loss: 5.809 loss_ce: 0.2974 loss_bbox: 0.1858 loss_giou: 0.3407 loss_ce_0: 0.5225 loss_bbox_0: 0.317 loss_giou_0: 0.528 loss_ce_1: 0.4105 loss_bbox_1: 0.219 loss_giou_1: 0.3859 loss_ce_2: 0.3396 loss_bbox_2: 0.2033 loss_giou_2: 0.3572 loss_ce_3: 0.316 loss_bbox_3: 0.1975 loss_giou_3: 0.3433 loss_ce_4: 0.2974 loss_bbox_4: 0.1888 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:52] d2.utils.events INFO: eta: 22:23:12 iter: 163439 total_loss: 5.749 loss_ce: 0.3042 loss_bbox: 0.1859 loss_giou: 0.3396 loss_ce_0: 0.5085 loss_bbox_0: 0.3196 loss_giou_0: 0.5369 loss_ce_1: 0.4178 loss_bbox_1: 0.219 loss_giou_1: 0.3795 loss_ce_2: 0.3447 loss_bbox_2: 0.1991 loss_giou_2: 0.3551 loss_ce_3: 0.309 loss_bbox_3: 0.1907 loss_giou_3: 0.35 loss_ce_4: 0.3091 loss_bbox_4: 0.1887 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 02:32:57] d2.utils.events INFO: eta: 22:23:26 iter: 163459 total_loss: 5.871 loss_ce: 0.3018 loss_bbox: 0.1972 loss_giou: 0.3416 loss_ce_0: 0.4962 loss_bbox_0: 0.3283 loss_giou_0: 0.5381 loss_ce_1: 0.3995 loss_bbox_1: 0.2302 loss_giou_1: 0.4001 loss_ce_2: 0.3407 loss_bbox_2: 0.2094 loss_giou_2: 0.3604 loss_ce_3: 0.2932 loss_bbox_3: 0.2084 loss_giou_3: 0.3529 loss_ce_4: 0.2932 loss_bbox_4: 0.1981 loss_giou_4: 0.3411 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:03] d2.utils.events INFO: eta: 22:23:46 iter: 163479 total_loss: 5.664 loss_ce: 0.2984 loss_bbox: 0.18 loss_giou: 0.3318 loss_ce_0: 0.4893 loss_bbox_0: 0.3231 loss_giou_0: 0.5337 loss_ce_1: 0.3933 loss_bbox_1: 0.2208 loss_giou_1: 0.3854 loss_ce_2: 0.3276 loss_bbox_2: 0.2037 loss_giou_2: 0.3566 loss_ce_3: 0.3071 loss_bbox_3: 0.192 loss_giou_3: 0.337 loss_ce_4: 0.296 loss_bbox_4: 0.1859 loss_giou_4: 0.3343 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:09] d2.utils.events INFO: eta: 22:23:41 iter: 163499 total_loss: 5.901 loss_ce: 0.2804 loss_bbox: 0.1939 loss_giou: 0.3509 loss_ce_0: 0.5149 loss_bbox_0: 0.3295 loss_giou_0: 0.5553 loss_ce_1: 0.3811 loss_bbox_1: 0.2313 loss_giou_1: 0.4042 loss_ce_2: 0.32 loss_bbox_2: 0.2082 loss_giou_2: 0.3759 loss_ce_3: 0.2966 loss_bbox_3: 0.2009 loss_giou_3: 0.3632 loss_ce_4: 0.2824 loss_bbox_4: 0.195 loss_giou_4: 0.3579 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:14] d2.utils.events INFO: eta: 22:24:17 iter: 163519 total_loss: 5.94 loss_ce: 0.2891 loss_bbox: 0.2026 loss_giou: 0.3556 loss_ce_0: 0.5088 loss_bbox_0: 0.3357 loss_giou_0: 0.535 loss_ce_1: 0.3943 loss_bbox_1: 0.2316 loss_giou_1: 0.4128 loss_ce_2: 0.3288 loss_bbox_2: 0.2066 loss_giou_2: 0.377 loss_ce_3: 0.3039 loss_bbox_3: 0.2053 loss_giou_3: 0.3684 loss_ce_4: 0.2927 loss_bbox_4: 0.2049 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:20] d2.utils.events INFO: eta: 22:23:20 iter: 163539 total_loss: 6.211 loss_ce: 0.3063 loss_bbox: 0.1994 loss_giou: 0.3678 loss_ce_0: 0.5262 loss_bbox_0: 0.3229 loss_giou_0: 0.5626 loss_ce_1: 0.4189 loss_bbox_1: 0.2284 loss_giou_1: 0.4197 loss_ce_2: 0.351 loss_bbox_2: 0.2074 loss_giou_2: 0.3756 loss_ce_3: 0.314 loss_bbox_3: 0.2077 loss_giou_3: 0.377 loss_ce_4: 0.3046 loss_bbox_4: 0.2035 loss_giou_4: 0.374 time: 0.2802 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:26] d2.utils.events INFO: eta: 22:22:56 iter: 163559 total_loss: 5.844 loss_ce: 0.2868 loss_bbox: 0.1968 loss_giou: 0.3411 loss_ce_0: 0.5059 loss_bbox_0: 0.3233 loss_giou_0: 0.5052 loss_ce_1: 0.4014 loss_bbox_1: 0.2404 loss_giou_1: 0.3931 loss_ce_2: 0.3293 loss_bbox_2: 0.2168 loss_giou_2: 0.3582 loss_ce_3: 0.299 loss_bbox_3: 0.2024 loss_giou_3: 0.3483 loss_ce_4: 0.2945 loss_bbox_4: 0.2 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:31] d2.utils.events INFO: eta: 22:22:52 iter: 163579 total_loss: 5.825 loss_ce: 0.2999 loss_bbox: 0.1947 loss_giou: 0.3372 loss_ce_0: 0.4952 loss_bbox_0: 0.321 loss_giou_0: 0.5244 loss_ce_1: 0.4007 loss_bbox_1: 0.228 loss_giou_1: 0.3816 loss_ce_2: 0.3331 loss_bbox_2: 0.2019 loss_giou_2: 0.3558 loss_ce_3: 0.3083 loss_bbox_3: 0.1989 loss_giou_3: 0.3465 loss_ce_4: 0.3 loss_bbox_4: 0.197 loss_giou_4: 0.3391 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:37] d2.utils.events INFO: eta: 22:22:45 iter: 163599 total_loss: 5.7 loss_ce: 0.2952 loss_bbox: 0.1933 loss_giou: 0.3451 loss_ce_0: 0.4953 loss_bbox_0: 0.3378 loss_giou_0: 0.5214 loss_ce_1: 0.3915 loss_bbox_1: 0.2306 loss_giou_1: 0.3826 loss_ce_2: 0.3372 loss_bbox_2: 0.205 loss_giou_2: 0.358 loss_ce_3: 0.3012 loss_bbox_3: 0.1976 loss_giou_3: 0.3493 loss_ce_4: 0.2912 loss_bbox_4: 0.1949 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:43] d2.utils.events INFO: eta: 22:22:57 iter: 163619 total_loss: 5.76 loss_ce: 0.2858 loss_bbox: 0.1992 loss_giou: 0.3498 loss_ce_0: 0.4986 loss_bbox_0: 0.3429 loss_giou_0: 0.5134 loss_ce_1: 0.3904 loss_bbox_1: 0.2443 loss_giou_1: 0.3888 loss_ce_2: 0.333 loss_bbox_2: 0.2175 loss_giou_2: 0.3604 loss_ce_3: 0.291 loss_bbox_3: 0.2083 loss_giou_3: 0.3512 loss_ce_4: 0.2943 loss_bbox_4: 0.2008 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:48] d2.utils.events INFO: eta: 22:22:44 iter: 163639 total_loss: 6.121 loss_ce: 0.3035 loss_bbox: 0.2049 loss_giou: 0.381 loss_ce_0: 0.5107 loss_bbox_0: 0.3344 loss_giou_0: 0.5794 loss_ce_1: 0.4072 loss_bbox_1: 0.2296 loss_giou_1: 0.4298 loss_ce_2: 0.3437 loss_bbox_2: 0.2143 loss_giou_2: 0.3962 loss_ce_3: 0.3202 loss_bbox_3: 0.2083 loss_giou_3: 0.381 loss_ce_4: 0.3067 loss_bbox_4: 0.2013 loss_giou_4: 0.3795 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 02:33:54] d2.utils.events INFO: eta: 22:22:20 iter: 163659 total_loss: 5.741 loss_ce: 0.2836 loss_bbox: 0.1814 loss_giou: 0.3502 loss_ce_0: 0.4885 loss_bbox_0: 0.303 loss_giou_0: 0.5219 loss_ce_1: 0.3944 loss_bbox_1: 0.2138 loss_giou_1: 0.4033 loss_ce_2: 0.3269 loss_bbox_2: 0.1959 loss_giou_2: 0.365 loss_ce_3: 0.2939 loss_bbox_3: 0.1923 loss_giou_3: 0.3546 loss_ce_4: 0.2847 loss_bbox_4: 0.1821 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:00] d2.utils.events INFO: eta: 22:22:05 iter: 163679 total_loss: 5.854 loss_ce: 0.3076 loss_bbox: 0.2059 loss_giou: 0.336 loss_ce_0: 0.5144 loss_bbox_0: 0.3428 loss_giou_0: 0.5223 loss_ce_1: 0.4151 loss_bbox_1: 0.2337 loss_giou_1: 0.3857 loss_ce_2: 0.3535 loss_bbox_2: 0.213 loss_giou_2: 0.3532 loss_ce_3: 0.3107 loss_bbox_3: 0.2096 loss_giou_3: 0.3432 loss_ce_4: 0.3057 loss_bbox_4: 0.2041 loss_giou_4: 0.335 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:05] d2.utils.events INFO: eta: 22:21:56 iter: 163699 total_loss: 6.002 loss_ce: 0.3096 loss_bbox: 0.1844 loss_giou: 0.3562 loss_ce_0: 0.5148 loss_bbox_0: 0.3241 loss_giou_0: 0.5466 loss_ce_1: 0.4086 loss_bbox_1: 0.2187 loss_giou_1: 0.4139 loss_ce_2: 0.3473 loss_bbox_2: 0.1998 loss_giou_2: 0.3847 loss_ce_3: 0.317 loss_bbox_3: 0.1904 loss_giou_3: 0.3643 loss_ce_4: 0.3054 loss_bbox_4: 0.1852 loss_giou_4: 0.3618 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:11] d2.utils.events INFO: eta: 22:21:44 iter: 163719 total_loss: 5.549 loss_ce: 0.2815 loss_bbox: 0.1781 loss_giou: 0.3225 loss_ce_0: 0.4823 loss_bbox_0: 0.3233 loss_giou_0: 0.5088 loss_ce_1: 0.3778 loss_bbox_1: 0.2126 loss_giou_1: 0.3719 loss_ce_2: 0.3215 loss_bbox_2: 0.196 loss_giou_2: 0.3441 loss_ce_3: 0.2873 loss_bbox_3: 0.1832 loss_giou_3: 0.3299 loss_ce_4: 0.2775 loss_bbox_4: 0.1783 loss_giou_4: 0.3237 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:17] d2.utils.events INFO: eta: 22:21:39 iter: 163739 total_loss: 5.744 loss_ce: 0.2783 loss_bbox: 0.1895 loss_giou: 0.3432 loss_ce_0: 0.5096 loss_bbox_0: 0.327 loss_giou_0: 0.5496 loss_ce_1: 0.3796 loss_bbox_1: 0.227 loss_giou_1: 0.3943 loss_ce_2: 0.3203 loss_bbox_2: 0.2093 loss_giou_2: 0.3664 loss_ce_3: 0.2941 loss_bbox_3: 0.1957 loss_giou_3: 0.3499 loss_ce_4: 0.2775 loss_bbox_4: 0.1882 loss_giou_4: 0.3445 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:23] d2.utils.events INFO: eta: 22:21:42 iter: 163759 total_loss: 5.924 loss_ce: 0.2855 loss_bbox: 0.1861 loss_giou: 0.3373 loss_ce_0: 0.4909 loss_bbox_0: 0.32 loss_giou_0: 0.5596 loss_ce_1: 0.3908 loss_bbox_1: 0.2258 loss_giou_1: 0.3969 loss_ce_2: 0.3151 loss_bbox_2: 0.2037 loss_giou_2: 0.367 loss_ce_3: 0.2892 loss_bbox_3: 0.1914 loss_giou_3: 0.3506 loss_ce_4: 0.2826 loss_bbox_4: 0.1908 loss_giou_4: 0.3413 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:28] d2.utils.events INFO: eta: 22:21:40 iter: 163779 total_loss: 5.944 loss_ce: 0.2946 loss_bbox: 0.2079 loss_giou: 0.3408 loss_ce_0: 0.5053 loss_bbox_0: 0.3306 loss_giou_0: 0.5199 loss_ce_1: 0.4015 loss_bbox_1: 0.2366 loss_giou_1: 0.3864 loss_ce_2: 0.3369 loss_bbox_2: 0.2161 loss_giou_2: 0.3573 loss_ce_3: 0.3077 loss_bbox_3: 0.2121 loss_giou_3: 0.3469 loss_ce_4: 0.3016 loss_bbox_4: 0.2098 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:34] d2.utils.events INFO: eta: 22:21:42 iter: 163799 total_loss: 5.832 loss_ce: 0.2904 loss_bbox: 0.2004 loss_giou: 0.3326 loss_ce_0: 0.4977 loss_bbox_0: 0.3367 loss_giou_0: 0.5021 loss_ce_1: 0.3812 loss_bbox_1: 0.2326 loss_giou_1: 0.3853 loss_ce_2: 0.3246 loss_bbox_2: 0.2192 loss_giou_2: 0.3579 loss_ce_3: 0.3079 loss_bbox_3: 0.2046 loss_giou_3: 0.3468 loss_ce_4: 0.2912 loss_bbox_4: 0.2011 loss_giou_4: 0.3381 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:40] d2.utils.events INFO: eta: 22:21:37 iter: 163819 total_loss: 5.911 loss_ce: 0.3203 loss_bbox: 0.1968 loss_giou: 0.353 loss_ce_0: 0.5051 loss_bbox_0: 0.3276 loss_giou_0: 0.5158 loss_ce_1: 0.4136 loss_bbox_1: 0.2319 loss_giou_1: 0.4021 loss_ce_2: 0.3573 loss_bbox_2: 0.2089 loss_giou_2: 0.3683 loss_ce_3: 0.3163 loss_bbox_3: 0.2038 loss_giou_3: 0.3605 loss_ce_4: 0.3202 loss_bbox_4: 0.1976 loss_giou_4: 0.3556 time: 0.2802 data_time: 0.0158 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:45] d2.utils.events INFO: eta: 22:21:13 iter: 163839 total_loss: 6.035 loss_ce: 0.3309 loss_bbox: 0.2016 loss_giou: 0.3683 loss_ce_0: 0.5395 loss_bbox_0: 0.3293 loss_giou_0: 0.554 loss_ce_1: 0.4261 loss_bbox_1: 0.2374 loss_giou_1: 0.4183 loss_ce_2: 0.3493 loss_bbox_2: 0.2157 loss_giou_2: 0.3808 loss_ce_3: 0.3394 loss_bbox_3: 0.2059 loss_giou_3: 0.3643 loss_ce_4: 0.3294 loss_bbox_4: 0.1976 loss_giou_4: 0.3667 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:51] d2.utils.events INFO: eta: 22:21:07 iter: 163859 total_loss: 6.12 loss_ce: 0.3104 loss_bbox: 0.2038 loss_giou: 0.3418 loss_ce_0: 0.5054 loss_bbox_0: 0.3377 loss_giou_0: 0.5398 loss_ce_1: 0.4136 loss_bbox_1: 0.2318 loss_giou_1: 0.3943 loss_ce_2: 0.3445 loss_bbox_2: 0.2116 loss_giou_2: 0.3795 loss_ce_3: 0.3262 loss_bbox_3: 0.207 loss_giou_3: 0.3527 loss_ce_4: 0.3101 loss_bbox_4: 0.2042 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 02:34:57] d2.utils.events INFO: eta: 22:21:06 iter: 163879 total_loss: 5.623 loss_ce: 0.2701 loss_bbox: 0.1932 loss_giou: 0.3216 loss_ce_0: 0.4977 loss_bbox_0: 0.3291 loss_giou_0: 0.5051 loss_ce_1: 0.3995 loss_bbox_1: 0.2184 loss_giou_1: 0.3759 loss_ce_2: 0.326 loss_bbox_2: 0.2034 loss_giou_2: 0.3484 loss_ce_3: 0.2831 loss_bbox_3: 0.1976 loss_giou_3: 0.3347 loss_ce_4: 0.2749 loss_bbox_4: 0.1861 loss_giou_4: 0.3242 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:03] d2.utils.events INFO: eta: 22:21:34 iter: 163899 total_loss: 5.979 loss_ce: 0.3034 loss_bbox: 0.2072 loss_giou: 0.3703 loss_ce_0: 0.5197 loss_bbox_0: 0.3396 loss_giou_0: 0.5427 loss_ce_1: 0.4118 loss_bbox_1: 0.2453 loss_giou_1: 0.4103 loss_ce_2: 0.3432 loss_bbox_2: 0.2227 loss_giou_2: 0.3801 loss_ce_3: 0.315 loss_bbox_3: 0.2116 loss_giou_3: 0.3701 loss_ce_4: 0.2999 loss_bbox_4: 0.2069 loss_giou_4: 0.3733 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:08] d2.utils.events INFO: eta: 22:21:33 iter: 163919 total_loss: 5.753 loss_ce: 0.2897 loss_bbox: 0.1696 loss_giou: 0.3506 loss_ce_0: 0.5037 loss_bbox_0: 0.3202 loss_giou_0: 0.5538 loss_ce_1: 0.3989 loss_bbox_1: 0.2047 loss_giou_1: 0.4094 loss_ce_2: 0.3278 loss_bbox_2: 0.1822 loss_giou_2: 0.3707 loss_ce_3: 0.3016 loss_bbox_3: 0.1737 loss_giou_3: 0.352 loss_ce_4: 0.2934 loss_bbox_4: 0.1699 loss_giou_4: 0.3506 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:14] d2.utils.events INFO: eta: 22:21:27 iter: 163939 total_loss: 6.199 loss_ce: 0.3228 loss_bbox: 0.1847 loss_giou: 0.3728 loss_ce_0: 0.5242 loss_bbox_0: 0.3141 loss_giou_0: 0.5611 loss_ce_1: 0.4228 loss_bbox_1: 0.2178 loss_giou_1: 0.4248 loss_ce_2: 0.3729 loss_bbox_2: 0.1965 loss_giou_2: 0.3928 loss_ce_3: 0.3451 loss_bbox_3: 0.1872 loss_giou_3: 0.3781 loss_ce_4: 0.3267 loss_bbox_4: 0.1872 loss_giou_4: 0.3789 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:20] d2.utils.events INFO: eta: 22:21:38 iter: 163959 total_loss: 5.554 loss_ce: 0.289 loss_bbox: 0.1808 loss_giou: 0.3227 loss_ce_0: 0.5047 loss_bbox_0: 0.3074 loss_giou_0: 0.5294 loss_ce_1: 0.3945 loss_bbox_1: 0.2133 loss_giou_1: 0.3571 loss_ce_2: 0.3367 loss_bbox_2: 0.1944 loss_giou_2: 0.3217 loss_ce_3: 0.2953 loss_bbox_3: 0.1853 loss_giou_3: 0.3268 loss_ce_4: 0.2861 loss_bbox_4: 0.1804 loss_giou_4: 0.3262 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:25] d2.utils.events INFO: eta: 22:21:15 iter: 163979 total_loss: 5.85 loss_ce: 0.3013 loss_bbox: 0.1884 loss_giou: 0.3468 loss_ce_0: 0.5164 loss_bbox_0: 0.3288 loss_giou_0: 0.5363 loss_ce_1: 0.4058 loss_bbox_1: 0.2273 loss_giou_1: 0.4031 loss_ce_2: 0.3425 loss_bbox_2: 0.2001 loss_giou_2: 0.3645 loss_ce_3: 0.3087 loss_bbox_3: 0.1925 loss_giou_3: 0.3529 loss_ce_4: 0.3037 loss_bbox_4: 0.1945 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:31] d2.utils.events INFO: eta: 22:21:27 iter: 163999 total_loss: 6.167 loss_ce: 0.312 loss_bbox: 0.1897 loss_giou: 0.3697 loss_ce_0: 0.5166 loss_bbox_0: 0.3271 loss_giou_0: 0.5916 loss_ce_1: 0.4004 loss_bbox_1: 0.2211 loss_giou_1: 0.4367 loss_ce_2: 0.3358 loss_bbox_2: 0.2055 loss_giou_2: 0.3978 loss_ce_3: 0.3217 loss_bbox_3: 0.1955 loss_giou_3: 0.382 loss_ce_4: 0.3154 loss_bbox_4: 0.1911 loss_giou_4: 0.3719 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:37] d2.utils.events INFO: eta: 22:21:05 iter: 164019 total_loss: 5.856 loss_ce: 0.3151 loss_bbox: 0.2016 loss_giou: 0.3254 loss_ce_0: 0.5099 loss_bbox_0: 0.3344 loss_giou_0: 0.505 loss_ce_1: 0.4037 loss_bbox_1: 0.2259 loss_giou_1: 0.3714 loss_ce_2: 0.356 loss_bbox_2: 0.2074 loss_giou_2: 0.3372 loss_ce_3: 0.3309 loss_bbox_3: 0.204 loss_giou_3: 0.3293 loss_ce_4: 0.3171 loss_bbox_4: 0.2006 loss_giou_4: 0.3305 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:42] d2.utils.events INFO: eta: 22:20:58 iter: 164039 total_loss: 5.95 loss_ce: 0.3279 loss_bbox: 0.1877 loss_giou: 0.3517 loss_ce_0: 0.5205 loss_bbox_0: 0.318 loss_giou_0: 0.5338 loss_ce_1: 0.4226 loss_bbox_1: 0.2153 loss_giou_1: 0.3964 loss_ce_2: 0.3667 loss_bbox_2: 0.1931 loss_giou_2: 0.3678 loss_ce_3: 0.3304 loss_bbox_3: 0.1885 loss_giou_3: 0.3612 loss_ce_4: 0.3262 loss_bbox_4: 0.1906 loss_giou_4: 0.3555 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:48] d2.utils.events INFO: eta: 22:20:57 iter: 164059 total_loss: 5.876 loss_ce: 0.2919 loss_bbox: 0.1922 loss_giou: 0.3436 loss_ce_0: 0.5008 loss_bbox_0: 0.3192 loss_giou_0: 0.5158 loss_ce_1: 0.3954 loss_bbox_1: 0.2313 loss_giou_1: 0.3933 loss_ce_2: 0.3242 loss_bbox_2: 0.2095 loss_giou_2: 0.3611 loss_ce_3: 0.2975 loss_bbox_3: 0.1987 loss_giou_3: 0.3516 loss_ce_4: 0.2869 loss_bbox_4: 0.1942 loss_giou_4: 0.3472 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:54] d2.utils.events INFO: eta: 22:20:40 iter: 164079 total_loss: 5.975 loss_ce: 0.3243 loss_bbox: 0.1873 loss_giou: 0.352 loss_ce_0: 0.5142 loss_bbox_0: 0.318 loss_giou_0: 0.5404 loss_ce_1: 0.4188 loss_bbox_1: 0.2308 loss_giou_1: 0.4174 loss_ce_2: 0.3529 loss_bbox_2: 0.2038 loss_giou_2: 0.372 loss_ce_3: 0.33 loss_bbox_3: 0.1951 loss_giou_3: 0.3585 loss_ce_4: 0.3264 loss_bbox_4: 0.1905 loss_giou_4: 0.3538 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 02:35:59] d2.utils.events INFO: eta: 22:20:38 iter: 164099 total_loss: 5.852 loss_ce: 0.3044 loss_bbox: 0.1955 loss_giou: 0.331 loss_ce_0: 0.5142 loss_bbox_0: 0.3244 loss_giou_0: 0.5155 loss_ce_1: 0.399 loss_bbox_1: 0.2269 loss_giou_1: 0.3817 loss_ce_2: 0.3429 loss_bbox_2: 0.2111 loss_giou_2: 0.3403 loss_ce_3: 0.3191 loss_bbox_3: 0.2061 loss_giou_3: 0.3334 loss_ce_4: 0.3013 loss_bbox_4: 0.2021 loss_giou_4: 0.331 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:05] d2.utils.events INFO: eta: 22:20:45 iter: 164119 total_loss: 5.694 loss_ce: 0.2866 loss_bbox: 0.1987 loss_giou: 0.3387 loss_ce_0: 0.5002 loss_bbox_0: 0.3084 loss_giou_0: 0.5327 loss_ce_1: 0.3933 loss_bbox_1: 0.2209 loss_giou_1: 0.3969 loss_ce_2: 0.3281 loss_bbox_2: 0.207 loss_giou_2: 0.365 loss_ce_3: 0.2883 loss_bbox_3: 0.1977 loss_giou_3: 0.3562 loss_ce_4: 0.2866 loss_bbox_4: 0.1994 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:11] d2.utils.events INFO: eta: 22:20:32 iter: 164139 total_loss: 5.891 loss_ce: 0.2974 loss_bbox: 0.184 loss_giou: 0.346 loss_ce_0: 0.5063 loss_bbox_0: 0.3123 loss_giou_0: 0.5508 loss_ce_1: 0.4015 loss_bbox_1: 0.2118 loss_giou_1: 0.3992 loss_ce_2: 0.3476 loss_bbox_2: 0.1942 loss_giou_2: 0.3637 loss_ce_3: 0.3129 loss_bbox_3: 0.19 loss_giou_3: 0.3551 loss_ce_4: 0.2989 loss_bbox_4: 0.1881 loss_giou_4: 0.3472 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:16] d2.utils.events INFO: eta: 22:20:26 iter: 164159 total_loss: 5.878 loss_ce: 0.2998 loss_bbox: 0.1883 loss_giou: 0.3453 loss_ce_0: 0.5097 loss_bbox_0: 0.3181 loss_giou_0: 0.5075 loss_ce_1: 0.4053 loss_bbox_1: 0.2252 loss_giou_1: 0.3747 loss_ce_2: 0.3443 loss_bbox_2: 0.2044 loss_giou_2: 0.3547 loss_ce_3: 0.3129 loss_bbox_3: 0.2008 loss_giou_3: 0.3501 loss_ce_4: 0.2945 loss_bbox_4: 0.1955 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:22] d2.utils.events INFO: eta: 22:20:16 iter: 164179 total_loss: 5.863 loss_ce: 0.2986 loss_bbox: 0.1899 loss_giou: 0.3434 loss_ce_0: 0.4931 loss_bbox_0: 0.3243 loss_giou_0: 0.5343 loss_ce_1: 0.3978 loss_bbox_1: 0.228 loss_giou_1: 0.4007 loss_ce_2: 0.3372 loss_bbox_2: 0.2057 loss_giou_2: 0.3606 loss_ce_3: 0.3056 loss_bbox_3: 0.1986 loss_giou_3: 0.358 loss_ce_4: 0.2958 loss_bbox_4: 0.1919 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:28] d2.utils.events INFO: eta: 22:20:07 iter: 164199 total_loss: 5.8 loss_ce: 0.2972 loss_bbox: 0.1884 loss_giou: 0.3654 loss_ce_0: 0.4909 loss_bbox_0: 0.3125 loss_giou_0: 0.5384 loss_ce_1: 0.3854 loss_bbox_1: 0.2261 loss_giou_1: 0.4135 loss_ce_2: 0.344 loss_bbox_2: 0.2054 loss_giou_2: 0.3834 loss_ce_3: 0.3032 loss_bbox_3: 0.1932 loss_giou_3: 0.3753 loss_ce_4: 0.2923 loss_bbox_4: 0.1928 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:33] d2.utils.events INFO: eta: 22:20:01 iter: 164219 total_loss: 6.055 loss_ce: 0.3142 loss_bbox: 0.1876 loss_giou: 0.3332 loss_ce_0: 0.5249 loss_bbox_0: 0.3231 loss_giou_0: 0.5357 loss_ce_1: 0.4133 loss_bbox_1: 0.2187 loss_giou_1: 0.3862 loss_ce_2: 0.3607 loss_bbox_2: 0.1936 loss_giou_2: 0.3544 loss_ce_3: 0.331 loss_bbox_3: 0.1852 loss_giou_3: 0.3405 loss_ce_4: 0.3073 loss_bbox_4: 0.1857 loss_giou_4: 0.334 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:39] d2.utils.events INFO: eta: 22:19:59 iter: 164239 total_loss: 5.669 loss_ce: 0.2987 loss_bbox: 0.1837 loss_giou: 0.3506 loss_ce_0: 0.489 loss_bbox_0: 0.315 loss_giou_0: 0.5284 loss_ce_1: 0.3917 loss_bbox_1: 0.2184 loss_giou_1: 0.3967 loss_ce_2: 0.3366 loss_bbox_2: 0.1964 loss_giou_2: 0.3707 loss_ce_3: 0.3047 loss_bbox_3: 0.1932 loss_giou_3: 0.3541 loss_ce_4: 0.3003 loss_bbox_4: 0.1906 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:45] d2.utils.events INFO: eta: 22:19:59 iter: 164259 total_loss: 5.98 loss_ce: 0.3099 loss_bbox: 0.1928 loss_giou: 0.36 loss_ce_0: 0.4957 loss_bbox_0: 0.3058 loss_giou_0: 0.5628 loss_ce_1: 0.3978 loss_bbox_1: 0.2134 loss_giou_1: 0.4123 loss_ce_2: 0.3433 loss_bbox_2: 0.2003 loss_giou_2: 0.3748 loss_ce_3: 0.3237 loss_bbox_3: 0.192 loss_giou_3: 0.3704 loss_ce_4: 0.3125 loss_bbox_4: 0.196 loss_giou_4: 0.3638 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:51] d2.utils.events INFO: eta: 22:20:00 iter: 164279 total_loss: 5.778 loss_ce: 0.3027 loss_bbox: 0.171 loss_giou: 0.3264 loss_ce_0: 0.4949 loss_bbox_0: 0.2892 loss_giou_0: 0.5032 loss_ce_1: 0.3972 loss_bbox_1: 0.1992 loss_giou_1: 0.3682 loss_ce_2: 0.3504 loss_bbox_2: 0.1852 loss_giou_2: 0.3454 loss_ce_3: 0.3135 loss_bbox_3: 0.1807 loss_giou_3: 0.3386 loss_ce_4: 0.3047 loss_bbox_4: 0.1739 loss_giou_4: 0.3297 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:36:56] d2.utils.events INFO: eta: 22:19:47 iter: 164299 total_loss: 6.096 loss_ce: 0.3145 loss_bbox: 0.1865 loss_giou: 0.355 loss_ce_0: 0.506 loss_bbox_0: 0.3364 loss_giou_0: 0.524 loss_ce_1: 0.3996 loss_bbox_1: 0.228 loss_giou_1: 0.4067 loss_ce_2: 0.3531 loss_bbox_2: 0.2085 loss_giou_2: 0.3703 loss_ce_3: 0.3196 loss_bbox_3: 0.196 loss_giou_3: 0.3611 loss_ce_4: 0.3131 loss_bbox_4: 0.1888 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:02] d2.utils.events INFO: eta: 22:19:36 iter: 164319 total_loss: 6.124 loss_ce: 0.321 loss_bbox: 0.1911 loss_giou: 0.387 loss_ce_0: 0.5284 loss_bbox_0: 0.3274 loss_giou_0: 0.5682 loss_ce_1: 0.4242 loss_bbox_1: 0.2296 loss_giou_1: 0.427 loss_ce_2: 0.3629 loss_bbox_2: 0.1966 loss_giou_2: 0.4019 loss_ce_3: 0.3333 loss_bbox_3: 0.1915 loss_giou_3: 0.3992 loss_ce_4: 0.3174 loss_bbox_4: 0.1877 loss_giou_4: 0.3884 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:08] d2.utils.events INFO: eta: 22:19:28 iter: 164339 total_loss: 5.608 loss_ce: 0.2994 loss_bbox: 0.1766 loss_giou: 0.3355 loss_ce_0: 0.4952 loss_bbox_0: 0.3057 loss_giou_0: 0.528 loss_ce_1: 0.3963 loss_bbox_1: 0.2133 loss_giou_1: 0.3863 loss_ce_2: 0.3383 loss_bbox_2: 0.1904 loss_giou_2: 0.3518 loss_ce_3: 0.3059 loss_bbox_3: 0.181 loss_giou_3: 0.3432 loss_ce_4: 0.2938 loss_bbox_4: 0.1753 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:13] d2.utils.events INFO: eta: 22:19:25 iter: 164359 total_loss: 5.917 loss_ce: 0.2966 loss_bbox: 0.1764 loss_giou: 0.3632 loss_ce_0: 0.4868 loss_bbox_0: 0.305 loss_giou_0: 0.5288 loss_ce_1: 0.3905 loss_bbox_1: 0.2055 loss_giou_1: 0.4033 loss_ce_2: 0.3323 loss_bbox_2: 0.1946 loss_giou_2: 0.3785 loss_ce_3: 0.3047 loss_bbox_3: 0.1826 loss_giou_3: 0.3724 loss_ce_4: 0.3005 loss_bbox_4: 0.1783 loss_giou_4: 0.3668 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:19] d2.utils.events INFO: eta: 22:19:10 iter: 164379 total_loss: 5.86 loss_ce: 0.3058 loss_bbox: 0.1752 loss_giou: 0.3564 loss_ce_0: 0.5061 loss_bbox_0: 0.3165 loss_giou_0: 0.5418 loss_ce_1: 0.4076 loss_bbox_1: 0.2055 loss_giou_1: 0.4011 loss_ce_2: 0.3506 loss_bbox_2: 0.1883 loss_giou_2: 0.3736 loss_ce_3: 0.319 loss_bbox_3: 0.1824 loss_giou_3: 0.3602 loss_ce_4: 0.3068 loss_bbox_4: 0.1785 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:25] d2.utils.events INFO: eta: 22:19:11 iter: 164399 total_loss: 5.622 loss_ce: 0.2977 loss_bbox: 0.1703 loss_giou: 0.3361 loss_ce_0: 0.4891 loss_bbox_0: 0.3045 loss_giou_0: 0.5403 loss_ce_1: 0.3973 loss_bbox_1: 0.2022 loss_giou_1: 0.3989 loss_ce_2: 0.3281 loss_bbox_2: 0.1823 loss_giou_2: 0.3632 loss_ce_3: 0.304 loss_bbox_3: 0.1791 loss_giou_3: 0.3506 loss_ce_4: 0.2994 loss_bbox_4: 0.1727 loss_giou_4: 0.3382 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:30] d2.utils.events INFO: eta: 22:19:13 iter: 164419 total_loss: 5.642 loss_ce: 0.2678 loss_bbox: 0.1672 loss_giou: 0.3245 loss_ce_0: 0.4854 loss_bbox_0: 0.3016 loss_giou_0: 0.5065 loss_ce_1: 0.3823 loss_bbox_1: 0.2077 loss_giou_1: 0.3738 loss_ce_2: 0.3201 loss_bbox_2: 0.1863 loss_giou_2: 0.3409 loss_ce_3: 0.2937 loss_bbox_3: 0.1711 loss_giou_3: 0.3364 loss_ce_4: 0.2735 loss_bbox_4: 0.1696 loss_giou_4: 0.3318 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:36] d2.utils.events INFO: eta: 22:19:18 iter: 164439 total_loss: 5.998 loss_ce: 0.3252 loss_bbox: 0.1762 loss_giou: 0.3409 loss_ce_0: 0.5032 loss_bbox_0: 0.3157 loss_giou_0: 0.5515 loss_ce_1: 0.414 loss_bbox_1: 0.219 loss_giou_1: 0.4018 loss_ce_2: 0.3639 loss_bbox_2: 0.1975 loss_giou_2: 0.3676 loss_ce_3: 0.3378 loss_bbox_3: 0.1865 loss_giou_3: 0.3506 loss_ce_4: 0.3227 loss_bbox_4: 0.1818 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:42] d2.utils.events INFO: eta: 22:19:02 iter: 164459 total_loss: 5.907 loss_ce: 0.3105 loss_bbox: 0.1773 loss_giou: 0.3461 loss_ce_0: 0.5215 loss_bbox_0: 0.3127 loss_giou_0: 0.5378 loss_ce_1: 0.4025 loss_bbox_1: 0.2122 loss_giou_1: 0.3907 loss_ce_2: 0.351 loss_bbox_2: 0.1937 loss_giou_2: 0.3623 loss_ce_3: 0.3215 loss_bbox_3: 0.1886 loss_giou_3: 0.353 loss_ce_4: 0.3133 loss_bbox_4: 0.1793 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:48] d2.utils.events INFO: eta: 22:18:54 iter: 164479 total_loss: 5.846 loss_ce: 0.2975 loss_bbox: 0.1913 loss_giou: 0.3401 loss_ce_0: 0.5102 loss_bbox_0: 0.3139 loss_giou_0: 0.5239 loss_ce_1: 0.3977 loss_bbox_1: 0.2236 loss_giou_1: 0.3858 loss_ce_2: 0.3406 loss_bbox_2: 0.2036 loss_giou_2: 0.3619 loss_ce_3: 0.3095 loss_bbox_3: 0.1936 loss_giou_3: 0.3497 loss_ce_4: 0.3008 loss_bbox_4: 0.1952 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:53] d2.utils.events INFO: eta: 22:18:58 iter: 164499 total_loss: 6.142 loss_ce: 0.3194 loss_bbox: 0.2036 loss_giou: 0.3657 loss_ce_0: 0.5175 loss_bbox_0: 0.3357 loss_giou_0: 0.5592 loss_ce_1: 0.4128 loss_bbox_1: 0.246 loss_giou_1: 0.416 loss_ce_2: 0.3613 loss_bbox_2: 0.2131 loss_giou_2: 0.3919 loss_ce_3: 0.3286 loss_bbox_3: 0.2057 loss_giou_3: 0.3788 loss_ce_4: 0.3198 loss_bbox_4: 0.2063 loss_giou_4: 0.3694 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 02:37:59] d2.utils.events INFO: eta: 22:18:37 iter: 164519 total_loss: 6.012 loss_ce: 0.3168 loss_bbox: 0.1941 loss_giou: 0.33 loss_ce_0: 0.5063 loss_bbox_0: 0.328 loss_giou_0: 0.4968 loss_ce_1: 0.4073 loss_bbox_1: 0.2328 loss_giou_1: 0.3826 loss_ce_2: 0.3473 loss_bbox_2: 0.2077 loss_giou_2: 0.3567 loss_ce_3: 0.3301 loss_bbox_3: 0.2026 loss_giou_3: 0.3406 loss_ce_4: 0.3122 loss_bbox_4: 0.1968 loss_giou_4: 0.3326 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:05] d2.utils.events INFO: eta: 22:18:31 iter: 164539 total_loss: 5.883 loss_ce: 0.3186 loss_bbox: 0.1912 loss_giou: 0.3273 loss_ce_0: 0.5123 loss_bbox_0: 0.331 loss_giou_0: 0.5114 loss_ce_1: 0.4302 loss_bbox_1: 0.2165 loss_giou_1: 0.3683 loss_ce_2: 0.3689 loss_bbox_2: 0.193 loss_giou_2: 0.3421 loss_ce_3: 0.338 loss_bbox_3: 0.1943 loss_giou_3: 0.3325 loss_ce_4: 0.3288 loss_bbox_4: 0.1912 loss_giou_4: 0.3288 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:10] d2.utils.events INFO: eta: 22:18:34 iter: 164559 total_loss: 5.716 loss_ce: 0.2921 loss_bbox: 0.199 loss_giou: 0.3285 loss_ce_0: 0.4988 loss_bbox_0: 0.3235 loss_giou_0: 0.5176 loss_ce_1: 0.4015 loss_bbox_1: 0.2296 loss_giou_1: 0.3875 loss_ce_2: 0.3258 loss_bbox_2: 0.2118 loss_giou_2: 0.3522 loss_ce_3: 0.3079 loss_bbox_3: 0.2056 loss_giou_3: 0.3408 loss_ce_4: 0.2873 loss_bbox_4: 0.2 loss_giou_4: 0.3361 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:16] d2.utils.events INFO: eta: 22:18:32 iter: 164579 total_loss: 5.801 loss_ce: 0.2939 loss_bbox: 0.1845 loss_giou: 0.3532 loss_ce_0: 0.491 loss_bbox_0: 0.3185 loss_giou_0: 0.5339 loss_ce_1: 0.3931 loss_bbox_1: 0.2214 loss_giou_1: 0.4015 loss_ce_2: 0.3213 loss_bbox_2: 0.1986 loss_giou_2: 0.3693 loss_ce_3: 0.2985 loss_bbox_3: 0.1885 loss_giou_3: 0.3568 loss_ce_4: 0.2908 loss_bbox_4: 0.1862 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:22] d2.utils.events INFO: eta: 22:18:23 iter: 164599 total_loss: 5.917 loss_ce: 0.3074 loss_bbox: 0.186 loss_giou: 0.3337 loss_ce_0: 0.5227 loss_bbox_0: 0.3207 loss_giou_0: 0.5115 loss_ce_1: 0.417 loss_bbox_1: 0.2251 loss_giou_1: 0.3764 loss_ce_2: 0.3423 loss_bbox_2: 0.1986 loss_giou_2: 0.3517 loss_ce_3: 0.3249 loss_bbox_3: 0.1907 loss_giou_3: 0.348 loss_ce_4: 0.3083 loss_bbox_4: 0.187 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:27] d2.utils.events INFO: eta: 22:18:17 iter: 164619 total_loss: 5.637 loss_ce: 0.3046 loss_bbox: 0.1946 loss_giou: 0.3339 loss_ce_0: 0.5185 loss_bbox_0: 0.3073 loss_giou_0: 0.513 loss_ce_1: 0.41 loss_bbox_1: 0.2159 loss_giou_1: 0.3792 loss_ce_2: 0.3446 loss_bbox_2: 0.1946 loss_giou_2: 0.3495 loss_ce_3: 0.3165 loss_bbox_3: 0.1918 loss_giou_3: 0.344 loss_ce_4: 0.2994 loss_bbox_4: 0.1919 loss_giou_4: 0.3364 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:33] d2.utils.events INFO: eta: 22:18:15 iter: 164639 total_loss: 5.553 loss_ce: 0.2759 loss_bbox: 0.1865 loss_giou: 0.3282 loss_ce_0: 0.496 loss_bbox_0: 0.3254 loss_giou_0: 0.5408 loss_ce_1: 0.3866 loss_bbox_1: 0.2185 loss_giou_1: 0.3883 loss_ce_2: 0.3185 loss_bbox_2: 0.1979 loss_giou_2: 0.3482 loss_ce_3: 0.2882 loss_bbox_3: 0.1846 loss_giou_3: 0.3394 loss_ce_4: 0.286 loss_bbox_4: 0.1843 loss_giou_4: 0.3297 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:39] d2.utils.events INFO: eta: 22:18:06 iter: 164659 total_loss: 5.688 loss_ce: 0.3091 loss_bbox: 0.1792 loss_giou: 0.3338 loss_ce_0: 0.509 loss_bbox_0: 0.3044 loss_giou_0: 0.5116 loss_ce_1: 0.3971 loss_bbox_1: 0.222 loss_giou_1: 0.3924 loss_ce_2: 0.3476 loss_bbox_2: 0.1828 loss_giou_2: 0.353 loss_ce_3: 0.321 loss_bbox_3: 0.1799 loss_giou_3: 0.3412 loss_ce_4: 0.3113 loss_bbox_4: 0.1835 loss_giou_4: 0.3395 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:45] d2.utils.events INFO: eta: 22:18:20 iter: 164679 total_loss: 5.639 loss_ce: 0.3102 loss_bbox: 0.1846 loss_giou: 0.3275 loss_ce_0: 0.4963 loss_bbox_0: 0.3162 loss_giou_0: 0.5095 loss_ce_1: 0.3911 loss_bbox_1: 0.2143 loss_giou_1: 0.3793 loss_ce_2: 0.339 loss_bbox_2: 0.1963 loss_giou_2: 0.3472 loss_ce_3: 0.3193 loss_bbox_3: 0.1872 loss_giou_3: 0.3377 loss_ce_4: 0.3114 loss_bbox_4: 0.1862 loss_giou_4: 0.3325 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:50] d2.utils.events INFO: eta: 22:18:30 iter: 164699 total_loss: 5.636 loss_ce: 0.3084 loss_bbox: 0.1868 loss_giou: 0.3253 loss_ce_0: 0.5076 loss_bbox_0: 0.3174 loss_giou_0: 0.5014 loss_ce_1: 0.4019 loss_bbox_1: 0.2291 loss_giou_1: 0.3725 loss_ce_2: 0.34 loss_bbox_2: 0.2091 loss_giou_2: 0.3436 loss_ce_3: 0.3261 loss_bbox_3: 0.1949 loss_giou_3: 0.3358 loss_ce_4: 0.3138 loss_bbox_4: 0.1902 loss_giou_4: 0.3289 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 02:38:56] d2.utils.events INFO: eta: 22:17:52 iter: 164719 total_loss: 5.773 loss_ce: 0.3183 loss_bbox: 0.1905 loss_giou: 0.3202 loss_ce_0: 0.5235 loss_bbox_0: 0.3176 loss_giou_0: 0.5218 loss_ce_1: 0.4122 loss_bbox_1: 0.2253 loss_giou_1: 0.3804 loss_ce_2: 0.348 loss_bbox_2: 0.2025 loss_giou_2: 0.3436 loss_ce_3: 0.3257 loss_bbox_3: 0.1929 loss_giou_3: 0.3293 loss_ce_4: 0.3171 loss_bbox_4: 0.1953 loss_giou_4: 0.3268 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:01] d2.utils.events INFO: eta: 22:18:02 iter: 164739 total_loss: 6.008 loss_ce: 0.3104 loss_bbox: 0.1913 loss_giou: 0.359 loss_ce_0: 0.521 loss_bbox_0: 0.3212 loss_giou_0: 0.568 loss_ce_1: 0.4213 loss_bbox_1: 0.2218 loss_giou_1: 0.4213 loss_ce_2: 0.3515 loss_bbox_2: 0.1981 loss_giou_2: 0.3794 loss_ce_3: 0.3299 loss_bbox_3: 0.1947 loss_giou_3: 0.3655 loss_ce_4: 0.3114 loss_bbox_4: 0.1903 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:07] d2.utils.events INFO: eta: 22:17:41 iter: 164759 total_loss: 5.787 loss_ce: 0.3159 loss_bbox: 0.1947 loss_giou: 0.3452 loss_ce_0: 0.5029 loss_bbox_0: 0.3125 loss_giou_0: 0.5319 loss_ce_1: 0.4094 loss_bbox_1: 0.2153 loss_giou_1: 0.3926 loss_ce_2: 0.3536 loss_bbox_2: 0.208 loss_giou_2: 0.3602 loss_ce_3: 0.3253 loss_bbox_3: 0.1997 loss_giou_3: 0.3557 loss_ce_4: 0.3214 loss_bbox_4: 0.1931 loss_giou_4: 0.3464 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:13] d2.utils.events INFO: eta: 22:17:33 iter: 164779 total_loss: 5.93 loss_ce: 0.2937 loss_bbox: 0.1896 loss_giou: 0.3616 loss_ce_0: 0.4953 loss_bbox_0: 0.3097 loss_giou_0: 0.5459 loss_ce_1: 0.3996 loss_bbox_1: 0.219 loss_giou_1: 0.4123 loss_ce_2: 0.3485 loss_bbox_2: 0.2016 loss_giou_2: 0.3797 loss_ce_3: 0.3102 loss_bbox_3: 0.1918 loss_giou_3: 0.3746 loss_ce_4: 0.3023 loss_bbox_4: 0.1905 loss_giou_4: 0.3711 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:19] d2.utils.events INFO: eta: 22:17:25 iter: 164799 total_loss: 5.922 loss_ce: 0.2981 loss_bbox: 0.1916 loss_giou: 0.3522 loss_ce_0: 0.5137 loss_bbox_0: 0.313 loss_giou_0: 0.5502 loss_ce_1: 0.4092 loss_bbox_1: 0.2147 loss_giou_1: 0.3955 loss_ce_2: 0.3353 loss_bbox_2: 0.1988 loss_giou_2: 0.3741 loss_ce_3: 0.3124 loss_bbox_3: 0.1917 loss_giou_3: 0.3625 loss_ce_4: 0.3042 loss_bbox_4: 0.1903 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:24] d2.utils.events INFO: eta: 22:17:19 iter: 164819 total_loss: 6.235 loss_ce: 0.3122 loss_bbox: 0.2014 loss_giou: 0.3601 loss_ce_0: 0.5439 loss_bbox_0: 0.3345 loss_giou_0: 0.5539 loss_ce_1: 0.4255 loss_bbox_1: 0.2378 loss_giou_1: 0.4122 loss_ce_2: 0.3566 loss_bbox_2: 0.2199 loss_giou_2: 0.3757 loss_ce_3: 0.326 loss_bbox_3: 0.2055 loss_giou_3: 0.3726 loss_ce_4: 0.3174 loss_bbox_4: 0.2059 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:30] d2.utils.events INFO: eta: 22:17:54 iter: 164839 total_loss: 6.191 loss_ce: 0.319 loss_bbox: 0.1994 loss_giou: 0.3451 loss_ce_0: 0.5281 loss_bbox_0: 0.3311 loss_giou_0: 0.5405 loss_ce_1: 0.4305 loss_bbox_1: 0.242 loss_giou_1: 0.3982 loss_ce_2: 0.3703 loss_bbox_2: 0.2195 loss_giou_2: 0.3699 loss_ce_3: 0.3447 loss_bbox_3: 0.2082 loss_giou_3: 0.3562 loss_ce_4: 0.3305 loss_bbox_4: 0.2046 loss_giou_4: 0.3472 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:36] d2.utils.events INFO: eta: 22:18:00 iter: 164859 total_loss: 6.192 loss_ce: 0.3228 loss_bbox: 0.1897 loss_giou: 0.3767 loss_ce_0: 0.5324 loss_bbox_0: 0.3175 loss_giou_0: 0.5759 loss_ce_1: 0.4335 loss_bbox_1: 0.217 loss_giou_1: 0.4145 loss_ce_2: 0.3708 loss_bbox_2: 0.1998 loss_giou_2: 0.3957 loss_ce_3: 0.3455 loss_bbox_3: 0.1966 loss_giou_3: 0.3908 loss_ce_4: 0.3328 loss_bbox_4: 0.1917 loss_giou_4: 0.3807 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:41] d2.utils.events INFO: eta: 22:18:01 iter: 164879 total_loss: 5.407 loss_ce: 0.2886 loss_bbox: 0.1827 loss_giou: 0.3417 loss_ce_0: 0.4948 loss_bbox_0: 0.2958 loss_giou_0: 0.5075 loss_ce_1: 0.4005 loss_bbox_1: 0.2145 loss_giou_1: 0.3823 loss_ce_2: 0.3264 loss_bbox_2: 0.1911 loss_giou_2: 0.3574 loss_ce_3: 0.2984 loss_bbox_3: 0.1835 loss_giou_3: 0.3502 loss_ce_4: 0.2922 loss_bbox_4: 0.1802 loss_giou_4: 0.3445 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:47] d2.utils.events INFO: eta: 22:17:42 iter: 164899 total_loss: 5.899 loss_ce: 0.3138 loss_bbox: 0.19 loss_giou: 0.3559 loss_ce_0: 0.5166 loss_bbox_0: 0.3252 loss_giou_0: 0.5498 loss_ce_1: 0.4087 loss_bbox_1: 0.2175 loss_giou_1: 0.3971 loss_ce_2: 0.3514 loss_bbox_2: 0.2021 loss_giou_2: 0.3715 loss_ce_3: 0.3267 loss_bbox_3: 0.1922 loss_giou_3: 0.3665 loss_ce_4: 0.3145 loss_bbox_4: 0.1931 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:53] d2.utils.events INFO: eta: 22:17:28 iter: 164919 total_loss: 5.776 loss_ce: 0.2947 loss_bbox: 0.1844 loss_giou: 0.3471 loss_ce_0: 0.5088 loss_bbox_0: 0.299 loss_giou_0: 0.5201 loss_ce_1: 0.4082 loss_bbox_1: 0.2248 loss_giou_1: 0.3935 loss_ce_2: 0.3376 loss_bbox_2: 0.201 loss_giou_2: 0.3651 loss_ce_3: 0.3104 loss_bbox_3: 0.192 loss_giou_3: 0.3545 loss_ce_4: 0.3024 loss_bbox_4: 0.1882 loss_giou_4: 0.3484 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 02:39:59] d2.utils.events INFO: eta: 22:17:50 iter: 164939 total_loss: 5.576 loss_ce: 0.2835 loss_bbox: 0.1827 loss_giou: 0.3265 loss_ce_0: 0.5095 loss_bbox_0: 0.3064 loss_giou_0: 0.5136 loss_ce_1: 0.3941 loss_bbox_1: 0.2103 loss_giou_1: 0.3724 loss_ce_2: 0.3197 loss_bbox_2: 0.1976 loss_giou_2: 0.3351 loss_ce_3: 0.3021 loss_bbox_3: 0.1886 loss_giou_3: 0.3337 loss_ce_4: 0.2851 loss_bbox_4: 0.1844 loss_giou_4: 0.3299 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:04] d2.utils.events INFO: eta: 22:17:44 iter: 164959 total_loss: 5.903 loss_ce: 0.3132 loss_bbox: 0.1771 loss_giou: 0.3358 loss_ce_0: 0.5035 loss_bbox_0: 0.3038 loss_giou_0: 0.5505 loss_ce_1: 0.4185 loss_bbox_1: 0.1959 loss_giou_1: 0.4044 loss_ce_2: 0.3474 loss_bbox_2: 0.1809 loss_giou_2: 0.359 loss_ce_3: 0.327 loss_bbox_3: 0.1766 loss_giou_3: 0.342 loss_ce_4: 0.32 loss_bbox_4: 0.1721 loss_giou_4: 0.3383 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:10] d2.utils.events INFO: eta: 22:18:22 iter: 164979 total_loss: 5.911 loss_ce: 0.3172 loss_bbox: 0.1928 loss_giou: 0.3504 loss_ce_0: 0.5097 loss_bbox_0: 0.3127 loss_giou_0: 0.54 loss_ce_1: 0.4083 loss_bbox_1: 0.2228 loss_giou_1: 0.3997 loss_ce_2: 0.351 loss_bbox_2: 0.205 loss_giou_2: 0.3718 loss_ce_3: 0.3276 loss_bbox_3: 0.2003 loss_giou_3: 0.3647 loss_ce_4: 0.3141 loss_bbox_4: 0.1955 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:16] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0164999.pth [11/03 02:40:18] d2.utils.events INFO: eta: 22:17:39 iter: 164999 total_loss: 5.786 loss_ce: 0.2923 loss_bbox: 0.185 loss_giou: 0.3618 loss_ce_0: 0.5113 loss_bbox_0: 0.3122 loss_giou_0: 0.5559 loss_ce_1: 0.4035 loss_bbox_1: 0.214 loss_giou_1: 0.3984 loss_ce_2: 0.3439 loss_bbox_2: 0.1951 loss_giou_2: 0.3725 loss_ce_3: 0.3171 loss_bbox_3: 0.187 loss_giou_3: 0.3635 loss_ce_4: 0.2947 loss_bbox_4: 0.1877 loss_giou_4: 0.3635 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:23] d2.utils.events INFO: eta: 22:17:34 iter: 165019 total_loss: 5.868 loss_ce: 0.3011 loss_bbox: 0.1947 loss_giou: 0.3369 loss_ce_0: 0.4848 loss_bbox_0: 0.3092 loss_giou_0: 0.5396 loss_ce_1: 0.3825 loss_bbox_1: 0.2258 loss_giou_1: 0.3796 loss_ce_2: 0.3411 loss_bbox_2: 0.2095 loss_giou_2: 0.3523 loss_ce_3: 0.3083 loss_bbox_3: 0.2 loss_giou_3: 0.3414 loss_ce_4: 0.2989 loss_bbox_4: 0.1976 loss_giou_4: 0.3369 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:29] d2.utils.events INFO: eta: 22:17:32 iter: 165039 total_loss: 6.089 loss_ce: 0.3145 loss_bbox: 0.1834 loss_giou: 0.3524 loss_ce_0: 0.496 loss_bbox_0: 0.3209 loss_giou_0: 0.552 loss_ce_1: 0.4112 loss_bbox_1: 0.2189 loss_giou_1: 0.4109 loss_ce_2: 0.3501 loss_bbox_2: 0.2006 loss_giou_2: 0.3829 loss_ce_3: 0.3195 loss_bbox_3: 0.1905 loss_giou_3: 0.3699 loss_ce_4: 0.3117 loss_bbox_4: 0.1852 loss_giou_4: 0.3549 time: 0.2802 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:35] d2.utils.events INFO: eta: 22:17:16 iter: 165059 total_loss: 5.894 loss_ce: 0.2896 loss_bbox: 0.1929 loss_giou: 0.3345 loss_ce_0: 0.5183 loss_bbox_0: 0.3253 loss_giou_0: 0.5058 loss_ce_1: 0.4 loss_bbox_1: 0.2215 loss_giou_1: 0.3893 loss_ce_2: 0.342 loss_bbox_2: 0.2005 loss_giou_2: 0.3579 loss_ce_3: 0.2961 loss_bbox_3: 0.201 loss_giou_3: 0.3459 loss_ce_4: 0.2911 loss_bbox_4: 0.1943 loss_giou_4: 0.3357 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:40] d2.utils.events INFO: eta: 22:17:22 iter: 165079 total_loss: 5.859 loss_ce: 0.3009 loss_bbox: 0.1914 loss_giou: 0.3433 loss_ce_0: 0.4835 loss_bbox_0: 0.3168 loss_giou_0: 0.5093 loss_ce_1: 0.3954 loss_bbox_1: 0.2269 loss_giou_1: 0.3918 loss_ce_2: 0.3236 loss_bbox_2: 0.2096 loss_giou_2: 0.3589 loss_ce_3: 0.3043 loss_bbox_3: 0.2019 loss_giou_3: 0.3548 loss_ce_4: 0.2944 loss_bbox_4: 0.1966 loss_giou_4: 0.3492 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:46] d2.utils.events INFO: eta: 22:17:15 iter: 165099 total_loss: 5.875 loss_ce: 0.3116 loss_bbox: 0.2053 loss_giou: 0.3304 loss_ce_0: 0.5267 loss_bbox_0: 0.3359 loss_giou_0: 0.4983 loss_ce_1: 0.4204 loss_bbox_1: 0.2351 loss_giou_1: 0.376 loss_ce_2: 0.3438 loss_bbox_2: 0.2089 loss_giou_2: 0.3487 loss_ce_3: 0.3185 loss_bbox_3: 0.207 loss_giou_3: 0.3353 loss_ce_4: 0.3169 loss_bbox_4: 0.2103 loss_giou_4: 0.3317 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:52] d2.utils.events INFO: eta: 22:17:11 iter: 165119 total_loss: 6.124 loss_ce: 0.2996 loss_bbox: 0.1926 loss_giou: 0.35 loss_ce_0: 0.5166 loss_bbox_0: 0.3265 loss_giou_0: 0.54 loss_ce_1: 0.4029 loss_bbox_1: 0.2264 loss_giou_1: 0.4119 loss_ce_2: 0.3386 loss_bbox_2: 0.2093 loss_giou_2: 0.3807 loss_ce_3: 0.3063 loss_bbox_3: 0.1997 loss_giou_3: 0.3681 loss_ce_4: 0.3059 loss_bbox_4: 0.1926 loss_giou_4: 0.3516 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:40:57] d2.utils.events INFO: eta: 22:17:16 iter: 165139 total_loss: 5.936 loss_ce: 0.2993 loss_bbox: 0.2004 loss_giou: 0.361 loss_ce_0: 0.5018 loss_bbox_0: 0.33 loss_giou_0: 0.5382 loss_ce_1: 0.399 loss_bbox_1: 0.2307 loss_giou_1: 0.4139 loss_ce_2: 0.3311 loss_bbox_2: 0.2102 loss_giou_2: 0.3906 loss_ce_3: 0.3078 loss_bbox_3: 0.2106 loss_giou_3: 0.37 loss_ce_4: 0.3012 loss_bbox_4: 0.2032 loss_giou_4: 0.3642 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:03] d2.utils.events INFO: eta: 22:17:24 iter: 165159 total_loss: 5.562 loss_ce: 0.2941 loss_bbox: 0.1845 loss_giou: 0.3182 loss_ce_0: 0.5053 loss_bbox_0: 0.3167 loss_giou_0: 0.489 loss_ce_1: 0.396 loss_bbox_1: 0.2153 loss_giou_1: 0.3578 loss_ce_2: 0.3363 loss_bbox_2: 0.1958 loss_giou_2: 0.3317 loss_ce_3: 0.2976 loss_bbox_3: 0.1893 loss_giou_3: 0.3177 loss_ce_4: 0.2899 loss_bbox_4: 0.1852 loss_giou_4: 0.32 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:09] d2.utils.events INFO: eta: 22:17:44 iter: 165179 total_loss: 5.877 loss_ce: 0.3001 loss_bbox: 0.191 loss_giou: 0.3327 loss_ce_0: 0.5037 loss_bbox_0: 0.3269 loss_giou_0: 0.5226 loss_ce_1: 0.3895 loss_bbox_1: 0.2261 loss_giou_1: 0.3854 loss_ce_2: 0.3358 loss_bbox_2: 0.2036 loss_giou_2: 0.3546 loss_ce_3: 0.3142 loss_bbox_3: 0.1979 loss_giou_3: 0.35 loss_ce_4: 0.3072 loss_bbox_4: 0.1943 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:15] d2.utils.events INFO: eta: 22:17:51 iter: 165199 total_loss: 5.672 loss_ce: 0.3056 loss_bbox: 0.181 loss_giou: 0.3518 loss_ce_0: 0.5173 loss_bbox_0: 0.3286 loss_giou_0: 0.5704 loss_ce_1: 0.414 loss_bbox_1: 0.2222 loss_giou_1: 0.41 loss_ce_2: 0.3558 loss_bbox_2: 0.1988 loss_giou_2: 0.3765 loss_ce_3: 0.3168 loss_bbox_3: 0.1989 loss_giou_3: 0.367 loss_ce_4: 0.3098 loss_bbox_4: 0.1831 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:20] d2.utils.events INFO: eta: 22:18:02 iter: 165219 total_loss: 5.816 loss_ce: 0.2807 loss_bbox: 0.1906 loss_giou: 0.3592 loss_ce_0: 0.507 loss_bbox_0: 0.3143 loss_giou_0: 0.5601 loss_ce_1: 0.3934 loss_bbox_1: 0.2168 loss_giou_1: 0.4049 loss_ce_2: 0.3363 loss_bbox_2: 0.1991 loss_giou_2: 0.3761 loss_ce_3: 0.3124 loss_bbox_3: 0.1945 loss_giou_3: 0.3627 loss_ce_4: 0.2856 loss_bbox_4: 0.1912 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:26] d2.utils.events INFO: eta: 22:17:55 iter: 165239 total_loss: 5.852 loss_ce: 0.32 loss_bbox: 0.1883 loss_giou: 0.3346 loss_ce_0: 0.5164 loss_bbox_0: 0.3249 loss_giou_0: 0.5116 loss_ce_1: 0.4128 loss_bbox_1: 0.2166 loss_giou_1: 0.3905 loss_ce_2: 0.3591 loss_bbox_2: 0.1955 loss_giou_2: 0.3645 loss_ce_3: 0.3287 loss_bbox_3: 0.1877 loss_giou_3: 0.3487 loss_ce_4: 0.3225 loss_bbox_4: 0.1868 loss_giou_4: 0.3405 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:32] d2.utils.events INFO: eta: 22:17:44 iter: 165259 total_loss: 5.743 loss_ce: 0.2903 loss_bbox: 0.1905 loss_giou: 0.3342 loss_ce_0: 0.5139 loss_bbox_0: 0.3302 loss_giou_0: 0.528 loss_ce_1: 0.4159 loss_bbox_1: 0.2378 loss_giou_1: 0.3935 loss_ce_2: 0.3366 loss_bbox_2: 0.2126 loss_giou_2: 0.3542 loss_ce_3: 0.3043 loss_bbox_3: 0.2022 loss_giou_3: 0.3475 loss_ce_4: 0.2954 loss_bbox_4: 0.1952 loss_giou_4: 0.3398 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:37] d2.utils.events INFO: eta: 22:17:11 iter: 165279 total_loss: 5.912 loss_ce: 0.3003 loss_bbox: 0.1845 loss_giou: 0.3361 loss_ce_0: 0.5102 loss_bbox_0: 0.3217 loss_giou_0: 0.5241 loss_ce_1: 0.4181 loss_bbox_1: 0.2195 loss_giou_1: 0.3856 loss_ce_2: 0.342 loss_bbox_2: 0.1931 loss_giou_2: 0.3504 loss_ce_3: 0.3117 loss_bbox_3: 0.1884 loss_giou_3: 0.35 loss_ce_4: 0.3039 loss_bbox_4: 0.1854 loss_giou_4: 0.3439 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:43] d2.utils.events INFO: eta: 22:17:10 iter: 165299 total_loss: 5.888 loss_ce: 0.3243 loss_bbox: 0.2002 loss_giou: 0.3378 loss_ce_0: 0.512 loss_bbox_0: 0.3371 loss_giou_0: 0.5428 loss_ce_1: 0.4139 loss_bbox_1: 0.2308 loss_giou_1: 0.3909 loss_ce_2: 0.3485 loss_bbox_2: 0.2097 loss_giou_2: 0.3581 loss_ce_3: 0.3413 loss_bbox_3: 0.2049 loss_giou_3: 0.3499 loss_ce_4: 0.3258 loss_bbox_4: 0.2014 loss_giou_4: 0.3409 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:49] d2.utils.events INFO: eta: 22:16:51 iter: 165319 total_loss: 5.866 loss_ce: 0.2919 loss_bbox: 0.1939 loss_giou: 0.3418 loss_ce_0: 0.4727 loss_bbox_0: 0.3199 loss_giou_0: 0.5298 loss_ce_1: 0.3901 loss_bbox_1: 0.2246 loss_giou_1: 0.3906 loss_ce_2: 0.3271 loss_bbox_2: 0.2049 loss_giou_2: 0.3598 loss_ce_3: 0.3061 loss_bbox_3: 0.2007 loss_giou_3: 0.341 loss_ce_4: 0.2977 loss_bbox_4: 0.198 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:41:55] d2.utils.events INFO: eta: 22:16:59 iter: 165339 total_loss: 5.8 loss_ce: 0.2786 loss_bbox: 0.1868 loss_giou: 0.3374 loss_ce_0: 0.4818 loss_bbox_0: 0.3196 loss_giou_0: 0.5357 loss_ce_1: 0.3836 loss_bbox_1: 0.2148 loss_giou_1: 0.387 loss_ce_2: 0.3157 loss_bbox_2: 0.204 loss_giou_2: 0.3572 loss_ce_3: 0.2856 loss_bbox_3: 0.1977 loss_giou_3: 0.3449 loss_ce_4: 0.2732 loss_bbox_4: 0.1907 loss_giou_4: 0.3402 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:00] d2.utils.events INFO: eta: 22:16:51 iter: 165359 total_loss: 5.708 loss_ce: 0.2798 loss_bbox: 0.1829 loss_giou: 0.3614 loss_ce_0: 0.4857 loss_bbox_0: 0.3036 loss_giou_0: 0.5385 loss_ce_1: 0.3919 loss_bbox_1: 0.2171 loss_giou_1: 0.4236 loss_ce_2: 0.3202 loss_bbox_2: 0.1934 loss_giou_2: 0.3907 loss_ce_3: 0.2969 loss_bbox_3: 0.1858 loss_giou_3: 0.3739 loss_ce_4: 0.2824 loss_bbox_4: 0.1837 loss_giou_4: 0.3665 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:06] d2.utils.events INFO: eta: 22:17:15 iter: 165379 total_loss: 5.738 loss_ce: 0.3046 loss_bbox: 0.1841 loss_giou: 0.3263 loss_ce_0: 0.5124 loss_bbox_0: 0.3137 loss_giou_0: 0.5286 loss_ce_1: 0.4051 loss_bbox_1: 0.2049 loss_giou_1: 0.3868 loss_ce_2: 0.3332 loss_bbox_2: 0.1939 loss_giou_2: 0.3492 loss_ce_3: 0.3128 loss_bbox_3: 0.1863 loss_giou_3: 0.3361 loss_ce_4: 0.306 loss_bbox_4: 0.1837 loss_giou_4: 0.3278 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:12] d2.utils.events INFO: eta: 22:16:39 iter: 165399 total_loss: 5.601 loss_ce: 0.2966 loss_bbox: 0.1804 loss_giou: 0.3377 loss_ce_0: 0.4912 loss_bbox_0: 0.3085 loss_giou_0: 0.5231 loss_ce_1: 0.3907 loss_bbox_1: 0.2147 loss_giou_1: 0.3887 loss_ce_2: 0.3376 loss_bbox_2: 0.1883 loss_giou_2: 0.3556 loss_ce_3: 0.2977 loss_bbox_3: 0.1829 loss_giou_3: 0.3466 loss_ce_4: 0.294 loss_bbox_4: 0.1801 loss_giou_4: 0.338 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:17] d2.utils.events INFO: eta: 22:16:27 iter: 165419 total_loss: 5.906 loss_ce: 0.339 loss_bbox: 0.1849 loss_giou: 0.3392 loss_ce_0: 0.5398 loss_bbox_0: 0.3131 loss_giou_0: 0.531 loss_ce_1: 0.4279 loss_bbox_1: 0.2205 loss_giou_1: 0.3912 loss_ce_2: 0.3616 loss_bbox_2: 0.2049 loss_giou_2: 0.3579 loss_ce_3: 0.3352 loss_bbox_3: 0.191 loss_giou_3: 0.3398 loss_ce_4: 0.331 loss_bbox_4: 0.187 loss_giou_4: 0.3408 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:23] d2.utils.events INFO: eta: 22:16:05 iter: 165439 total_loss: 6.032 loss_ce: 0.3483 loss_bbox: 0.1946 loss_giou: 0.3621 loss_ce_0: 0.5415 loss_bbox_0: 0.3408 loss_giou_0: 0.5562 loss_ce_1: 0.4293 loss_bbox_1: 0.2209 loss_giou_1: 0.4135 loss_ce_2: 0.3763 loss_bbox_2: 0.2156 loss_giou_2: 0.3779 loss_ce_3: 0.3508 loss_bbox_3: 0.1961 loss_giou_3: 0.3692 loss_ce_4: 0.3433 loss_bbox_4: 0.1939 loss_giou_4: 0.3627 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:29] d2.utils.events INFO: eta: 22:16:00 iter: 165459 total_loss: 5.706 loss_ce: 0.2922 loss_bbox: 0.1872 loss_giou: 0.3616 loss_ce_0: 0.4846 loss_bbox_0: 0.3141 loss_giou_0: 0.5621 loss_ce_1: 0.3861 loss_bbox_1: 0.2114 loss_giou_1: 0.415 loss_ce_2: 0.3121 loss_bbox_2: 0.195 loss_giou_2: 0.385 loss_ce_3: 0.2927 loss_bbox_3: 0.1886 loss_giou_3: 0.3719 loss_ce_4: 0.2897 loss_bbox_4: 0.1812 loss_giou_4: 0.3649 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:34] d2.utils.events INFO: eta: 22:15:51 iter: 165479 total_loss: 5.694 loss_ce: 0.2779 loss_bbox: 0.1971 loss_giou: 0.3317 loss_ce_0: 0.4853 loss_bbox_0: 0.3157 loss_giou_0: 0.505 loss_ce_1: 0.3928 loss_bbox_1: 0.2318 loss_giou_1: 0.3839 loss_ce_2: 0.3187 loss_bbox_2: 0.2131 loss_giou_2: 0.3537 loss_ce_3: 0.2967 loss_bbox_3: 0.203 loss_giou_3: 0.3365 loss_ce_4: 0.2857 loss_bbox_4: 0.2022 loss_giou_4: 0.3345 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:40] d2.utils.events INFO: eta: 22:15:15 iter: 165499 total_loss: 5.441 loss_ce: 0.287 loss_bbox: 0.1853 loss_giou: 0.3126 loss_ce_0: 0.5045 loss_bbox_0: 0.3109 loss_giou_0: 0.4707 loss_ce_1: 0.401 loss_bbox_1: 0.2145 loss_giou_1: 0.3595 loss_ce_2: 0.3249 loss_bbox_2: 0.1926 loss_giou_2: 0.3281 loss_ce_3: 0.3018 loss_bbox_3: 0.1816 loss_giou_3: 0.3174 loss_ce_4: 0.2908 loss_bbox_4: 0.184 loss_giou_4: 0.3111 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:46] d2.utils.events INFO: eta: 22:15:43 iter: 165519 total_loss: 5.937 loss_ce: 0.3079 loss_bbox: 0.1938 loss_giou: 0.3533 loss_ce_0: 0.5167 loss_bbox_0: 0.3482 loss_giou_0: 0.541 loss_ce_1: 0.4133 loss_bbox_1: 0.2396 loss_giou_1: 0.4057 loss_ce_2: 0.349 loss_bbox_2: 0.2062 loss_giou_2: 0.3712 loss_ce_3: 0.325 loss_bbox_3: 0.2007 loss_giou_3: 0.3593 loss_ce_4: 0.3091 loss_bbox_4: 0.1946 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:52] d2.utils.events INFO: eta: 22:15:54 iter: 165539 total_loss: 5.92 loss_ce: 0.3103 loss_bbox: 0.182 loss_giou: 0.3632 loss_ce_0: 0.4951 loss_bbox_0: 0.3173 loss_giou_0: 0.5474 loss_ce_1: 0.3948 loss_bbox_1: 0.2145 loss_giou_1: 0.4058 loss_ce_2: 0.3396 loss_bbox_2: 0.1924 loss_giou_2: 0.3722 loss_ce_3: 0.3188 loss_bbox_3: 0.1883 loss_giou_3: 0.3673 loss_ce_4: 0.3098 loss_bbox_4: 0.182 loss_giou_4: 0.3656 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 02:42:57] d2.utils.events INFO: eta: 22:15:54 iter: 165559 total_loss: 5.963 loss_ce: 0.3075 loss_bbox: 0.191 loss_giou: 0.3727 loss_ce_0: 0.5031 loss_bbox_0: 0.3097 loss_giou_0: 0.5739 loss_ce_1: 0.4025 loss_bbox_1: 0.2206 loss_giou_1: 0.4171 loss_ce_2: 0.346 loss_bbox_2: 0.2044 loss_giou_2: 0.3882 loss_ce_3: 0.3181 loss_bbox_3: 0.1968 loss_giou_3: 0.3855 loss_ce_4: 0.3045 loss_bbox_4: 0.1896 loss_giou_4: 0.3804 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:03] d2.utils.events INFO: eta: 22:15:28 iter: 165579 total_loss: 5.847 loss_ce: 0.3079 loss_bbox: 0.1851 loss_giou: 0.3341 loss_ce_0: 0.5108 loss_bbox_0: 0.3191 loss_giou_0: 0.5374 loss_ce_1: 0.4135 loss_bbox_1: 0.224 loss_giou_1: 0.4024 loss_ce_2: 0.3491 loss_bbox_2: 0.2022 loss_giou_2: 0.3698 loss_ce_3: 0.3171 loss_bbox_3: 0.1933 loss_giou_3: 0.3491 loss_ce_4: 0.3013 loss_bbox_4: 0.1872 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:09] d2.utils.events INFO: eta: 22:15:37 iter: 165599 total_loss: 6.098 loss_ce: 0.3255 loss_bbox: 0.1968 loss_giou: 0.3534 loss_ce_0: 0.5159 loss_bbox_0: 0.3406 loss_giou_0: 0.5529 loss_ce_1: 0.4228 loss_bbox_1: 0.223 loss_giou_1: 0.4033 loss_ce_2: 0.3764 loss_bbox_2: 0.2078 loss_giou_2: 0.3742 loss_ce_3: 0.3304 loss_bbox_3: 0.2027 loss_giou_3: 0.3547 loss_ce_4: 0.328 loss_bbox_4: 0.2036 loss_giou_4: 0.3509 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:14] d2.utils.events INFO: eta: 22:15:31 iter: 165619 total_loss: 6.164 loss_ce: 0.3319 loss_bbox: 0.1887 loss_giou: 0.3627 loss_ce_0: 0.5154 loss_bbox_0: 0.3322 loss_giou_0: 0.5373 loss_ce_1: 0.4025 loss_bbox_1: 0.2325 loss_giou_1: 0.4203 loss_ce_2: 0.353 loss_bbox_2: 0.202 loss_giou_2: 0.3818 loss_ce_3: 0.3319 loss_bbox_3: 0.1934 loss_giou_3: 0.3674 loss_ce_4: 0.3256 loss_bbox_4: 0.1913 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:20] d2.utils.events INFO: eta: 22:14:47 iter: 165639 total_loss: 5.657 loss_ce: 0.3114 loss_bbox: 0.1839 loss_giou: 0.3179 loss_ce_0: 0.5026 loss_bbox_0: 0.3225 loss_giou_0: 0.4944 loss_ce_1: 0.4021 loss_bbox_1: 0.212 loss_giou_1: 0.3677 loss_ce_2: 0.3448 loss_bbox_2: 0.1896 loss_giou_2: 0.3401 loss_ce_3: 0.3166 loss_bbox_3: 0.1895 loss_giou_3: 0.3238 loss_ce_4: 0.3056 loss_bbox_4: 0.1878 loss_giou_4: 0.3213 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:26] d2.utils.events INFO: eta: 22:15:03 iter: 165659 total_loss: 5.762 loss_ce: 0.2972 loss_bbox: 0.1958 loss_giou: 0.3218 loss_ce_0: 0.4978 loss_bbox_0: 0.3354 loss_giou_0: 0.5075 loss_ce_1: 0.3945 loss_bbox_1: 0.2315 loss_giou_1: 0.3855 loss_ce_2: 0.3313 loss_bbox_2: 0.1994 loss_giou_2: 0.3401 loss_ce_3: 0.3136 loss_bbox_3: 0.1962 loss_giou_3: 0.3312 loss_ce_4: 0.2967 loss_bbox_4: 0.195 loss_giou_4: 0.3252 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:31] d2.utils.events INFO: eta: 22:14:47 iter: 165679 total_loss: 5.947 loss_ce: 0.3251 loss_bbox: 0.1942 loss_giou: 0.3363 loss_ce_0: 0.5279 loss_bbox_0: 0.3307 loss_giou_0: 0.5123 loss_ce_1: 0.4234 loss_bbox_1: 0.2272 loss_giou_1: 0.3865 loss_ce_2: 0.3603 loss_bbox_2: 0.2138 loss_giou_2: 0.3529 loss_ce_3: 0.3334 loss_bbox_3: 0.202 loss_giou_3: 0.3453 loss_ce_4: 0.3158 loss_bbox_4: 0.1888 loss_giou_4: 0.3383 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:37] d2.utils.events INFO: eta: 22:14:30 iter: 165699 total_loss: 6.023 loss_ce: 0.3094 loss_bbox: 0.1874 loss_giou: 0.3602 loss_ce_0: 0.5271 loss_bbox_0: 0.3239 loss_giou_0: 0.5569 loss_ce_1: 0.4171 loss_bbox_1: 0.217 loss_giou_1: 0.4025 loss_ce_2: 0.3507 loss_bbox_2: 0.1945 loss_giou_2: 0.3794 loss_ce_3: 0.3262 loss_bbox_3: 0.1903 loss_giou_3: 0.3721 loss_ce_4: 0.3151 loss_bbox_4: 0.1903 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:43] d2.utils.events INFO: eta: 22:14:24 iter: 165719 total_loss: 6.176 loss_ce: 0.3279 loss_bbox: 0.204 loss_giou: 0.3643 loss_ce_0: 0.5202 loss_bbox_0: 0.3353 loss_giou_0: 0.5722 loss_ce_1: 0.408 loss_bbox_1: 0.2321 loss_giou_1: 0.4285 loss_ce_2: 0.3558 loss_bbox_2: 0.215 loss_giou_2: 0.3948 loss_ce_3: 0.3255 loss_bbox_3: 0.207 loss_giou_3: 0.3784 loss_ce_4: 0.3238 loss_bbox_4: 0.209 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:48] d2.utils.events INFO: eta: 22:14:11 iter: 165739 total_loss: 5.848 loss_ce: 0.3041 loss_bbox: 0.1917 loss_giou: 0.3435 loss_ce_0: 0.5076 loss_bbox_0: 0.3175 loss_giou_0: 0.5311 loss_ce_1: 0.3939 loss_bbox_1: 0.2178 loss_giou_1: 0.3902 loss_ce_2: 0.3419 loss_bbox_2: 0.2021 loss_giou_2: 0.3586 loss_ce_3: 0.3145 loss_bbox_3: 0.198 loss_giou_3: 0.3481 loss_ce_4: 0.3049 loss_bbox_4: 0.1923 loss_giou_4: 0.3424 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:43:54] d2.utils.events INFO: eta: 22:14:02 iter: 165759 total_loss: 5.789 loss_ce: 0.2957 loss_bbox: 0.1779 loss_giou: 0.3367 loss_ce_0: 0.5078 loss_bbox_0: 0.3265 loss_giou_0: 0.5452 loss_ce_1: 0.4025 loss_bbox_1: 0.2181 loss_giou_1: 0.3905 loss_ce_2: 0.3381 loss_bbox_2: 0.1858 loss_giou_2: 0.3558 loss_ce_3: 0.3024 loss_bbox_3: 0.1832 loss_giou_3: 0.3457 loss_ce_4: 0.2971 loss_bbox_4: 0.1801 loss_giou_4: 0.3422 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:00] d2.utils.events INFO: eta: 22:13:59 iter: 165779 total_loss: 6.126 loss_ce: 0.3301 loss_bbox: 0.1992 loss_giou: 0.3664 loss_ce_0: 0.5245 loss_bbox_0: 0.3164 loss_giou_0: 0.5444 loss_ce_1: 0.4045 loss_bbox_1: 0.2359 loss_giou_1: 0.4084 loss_ce_2: 0.3614 loss_bbox_2: 0.2117 loss_giou_2: 0.3803 loss_ce_3: 0.333 loss_bbox_3: 0.2071 loss_giou_3: 0.3714 loss_ce_4: 0.3262 loss_bbox_4: 0.202 loss_giou_4: 0.3663 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:06] d2.utils.events INFO: eta: 22:13:53 iter: 165799 total_loss: 5.878 loss_ce: 0.3204 loss_bbox: 0.1875 loss_giou: 0.347 loss_ce_0: 0.5101 loss_bbox_0: 0.3272 loss_giou_0: 0.5456 loss_ce_1: 0.4037 loss_bbox_1: 0.2165 loss_giou_1: 0.4024 loss_ce_2: 0.3506 loss_bbox_2: 0.197 loss_giou_2: 0.366 loss_ce_3: 0.3222 loss_bbox_3: 0.1913 loss_giou_3: 0.3514 loss_ce_4: 0.3223 loss_bbox_4: 0.1872 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:11] d2.utils.events INFO: eta: 22:13:51 iter: 165819 total_loss: 6.107 loss_ce: 0.3345 loss_bbox: 0.1974 loss_giou: 0.3496 loss_ce_0: 0.5321 loss_bbox_0: 0.328 loss_giou_0: 0.5257 loss_ce_1: 0.4183 loss_bbox_1: 0.2305 loss_giou_1: 0.4081 loss_ce_2: 0.3669 loss_bbox_2: 0.2091 loss_giou_2: 0.3744 loss_ce_3: 0.3479 loss_bbox_3: 0.2008 loss_giou_3: 0.3611 loss_ce_4: 0.3318 loss_bbox_4: 0.1967 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:17] d2.utils.events INFO: eta: 22:13:39 iter: 165839 total_loss: 5.936 loss_ce: 0.3176 loss_bbox: 0.2053 loss_giou: 0.3291 loss_ce_0: 0.5196 loss_bbox_0: 0.3404 loss_giou_0: 0.4928 loss_ce_1: 0.4164 loss_bbox_1: 0.2527 loss_giou_1: 0.3762 loss_ce_2: 0.3495 loss_bbox_2: 0.2247 loss_giou_2: 0.3504 loss_ce_3: 0.3174 loss_bbox_3: 0.2123 loss_giou_3: 0.3441 loss_ce_4: 0.3129 loss_bbox_4: 0.207 loss_giou_4: 0.3357 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:23] d2.utils.events INFO: eta: 22:13:45 iter: 165859 total_loss: 5.908 loss_ce: 0.2958 loss_bbox: 0.1905 loss_giou: 0.3688 loss_ce_0: 0.4881 loss_bbox_0: 0.3176 loss_giou_0: 0.5495 loss_ce_1: 0.3835 loss_bbox_1: 0.2207 loss_giou_1: 0.4181 loss_ce_2: 0.3317 loss_bbox_2: 0.1987 loss_giou_2: 0.3835 loss_ce_3: 0.3062 loss_bbox_3: 0.2002 loss_giou_3: 0.3761 loss_ce_4: 0.2999 loss_bbox_4: 0.1937 loss_giou_4: 0.3715 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:28] d2.utils.events INFO: eta: 22:13:31 iter: 165879 total_loss: 5.577 loss_ce: 0.283 loss_bbox: 0.1999 loss_giou: 0.3193 loss_ce_0: 0.4947 loss_bbox_0: 0.3243 loss_giou_0: 0.4716 loss_ce_1: 0.3976 loss_bbox_1: 0.2291 loss_giou_1: 0.365 loss_ce_2: 0.3235 loss_bbox_2: 0.2086 loss_giou_2: 0.3455 loss_ce_3: 0.298 loss_bbox_3: 0.2044 loss_giou_3: 0.3324 loss_ce_4: 0.2909 loss_bbox_4: 0.1977 loss_giou_4: 0.3254 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:34] d2.utils.events INFO: eta: 22:13:29 iter: 165899 total_loss: 5.913 loss_ce: 0.3076 loss_bbox: 0.2013 loss_giou: 0.3512 loss_ce_0: 0.4907 loss_bbox_0: 0.3299 loss_giou_0: 0.5375 loss_ce_1: 0.416 loss_bbox_1: 0.2285 loss_giou_1: 0.3996 loss_ce_2: 0.3401 loss_bbox_2: 0.2175 loss_giou_2: 0.3733 loss_ce_3: 0.3257 loss_bbox_3: 0.204 loss_giou_3: 0.3572 loss_ce_4: 0.3071 loss_bbox_4: 0.2047 loss_giou_4: 0.3571 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:40] d2.utils.events INFO: eta: 22:13:14 iter: 165919 total_loss: 5.582 loss_ce: 0.2913 loss_bbox: 0.2056 loss_giou: 0.3345 loss_ce_0: 0.4876 loss_bbox_0: 0.3225 loss_giou_0: 0.4977 loss_ce_1: 0.3822 loss_bbox_1: 0.2347 loss_giou_1: 0.3697 loss_ce_2: 0.3249 loss_bbox_2: 0.2145 loss_giou_2: 0.3438 loss_ce_3: 0.304 loss_bbox_3: 0.2089 loss_giou_3: 0.3413 loss_ce_4: 0.2936 loss_bbox_4: 0.202 loss_giou_4: 0.3378 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:45] d2.utils.events INFO: eta: 22:13:02 iter: 165939 total_loss: 5.507 loss_ce: 0.27 loss_bbox: 0.1792 loss_giou: 0.3165 loss_ce_0: 0.4834 loss_bbox_0: 0.3166 loss_giou_0: 0.5101 loss_ce_1: 0.3763 loss_bbox_1: 0.2068 loss_giou_1: 0.3677 loss_ce_2: 0.3114 loss_bbox_2: 0.1958 loss_giou_2: 0.3354 loss_ce_3: 0.2824 loss_bbox_3: 0.1908 loss_giou_3: 0.3221 loss_ce_4: 0.2747 loss_bbox_4: 0.1861 loss_giou_4: 0.3215 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:51] d2.utils.events INFO: eta: 22:12:56 iter: 165959 total_loss: 5.829 loss_ce: 0.2943 loss_bbox: 0.1813 loss_giou: 0.3633 loss_ce_0: 0.4936 loss_bbox_0: 0.3009 loss_giou_0: 0.5485 loss_ce_1: 0.4102 loss_bbox_1: 0.2086 loss_giou_1: 0.404 loss_ce_2: 0.3364 loss_bbox_2: 0.187 loss_giou_2: 0.3836 loss_ce_3: 0.298 loss_bbox_3: 0.1818 loss_giou_3: 0.3713 loss_ce_4: 0.2927 loss_bbox_4: 0.1825 loss_giou_4: 0.3695 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 02:44:57] d2.utils.events INFO: eta: 22:12:47 iter: 165979 total_loss: 5.91 loss_ce: 0.2981 loss_bbox: 0.1902 loss_giou: 0.3466 loss_ce_0: 0.5008 loss_bbox_0: 0.315 loss_giou_0: 0.5405 loss_ce_1: 0.3998 loss_bbox_1: 0.2163 loss_giou_1: 0.3951 loss_ce_2: 0.3505 loss_bbox_2: 0.2081 loss_giou_2: 0.3739 loss_ce_3: 0.3004 loss_bbox_3: 0.1978 loss_giou_3: 0.356 loss_ce_4: 0.3003 loss_bbox_4: 0.1947 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 02:45:02] d2.utils.events INFO: eta: 22:12:54 iter: 165999 total_loss: 5.812 loss_ce: 0.2968 loss_bbox: 0.1998 loss_giou: 0.3324 loss_ce_0: 0.5172 loss_bbox_0: 0.3281 loss_giou_0: 0.5109 loss_ce_1: 0.396 loss_bbox_1: 0.2306 loss_giou_1: 0.3813 loss_ce_2: 0.3359 loss_bbox_2: 0.2139 loss_giou_2: 0.3542 loss_ce_3: 0.3079 loss_bbox_3: 0.211 loss_giou_3: 0.3391 loss_ce_4: 0.2997 loss_bbox_4: 0.2061 loss_giou_4: 0.3329 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:45:08] d2.utils.events INFO: eta: 22:12:49 iter: 166019 total_loss: 5.844 loss_ce: 0.3165 loss_bbox: 0.1967 loss_giou: 0.3418 loss_ce_0: 0.5057 loss_bbox_0: 0.3099 loss_giou_0: 0.5207 loss_ce_1: 0.4077 loss_bbox_1: 0.2268 loss_giou_1: 0.3902 loss_ce_2: 0.3562 loss_bbox_2: 0.2093 loss_giou_2: 0.3523 loss_ce_3: 0.3203 loss_bbox_3: 0.1976 loss_giou_3: 0.3448 loss_ce_4: 0.3094 loss_bbox_4: 0.1989 loss_giou_4: 0.3396 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 02:45:14] d2.utils.events INFO: eta: 22:12:43 iter: 166039 total_loss: 5.851 loss_ce: 0.3126 loss_bbox: 0.1927 loss_giou: 0.3261 loss_ce_0: 0.504 loss_bbox_0: 0.3159 loss_giou_0: 0.5161 loss_ce_1: 0.3965 loss_bbox_1: 0.2181 loss_giou_1: 0.3842 loss_ce_2: 0.3429 loss_bbox_2: 0.2033 loss_giou_2: 0.3518 loss_ce_3: 0.3206 loss_bbox_3: 0.1947 loss_giou_3: 0.3408 loss_ce_4: 0.316 loss_bbox_4: 0.1948 loss_giou_4: 0.333 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 02:45:20] d2.utils.events INFO: eta: 22:12:37 iter: 166059 total_loss: 5.793 loss_ce: 0.3054 loss_bbox: 0.1793 loss_giou: 0.3256 loss_ce_0: 0.5164 loss_bbox_0: 0.3046 loss_giou_0: 0.5157 loss_ce_1: 0.4053 loss_bbox_1: 0.2105 loss_giou_1: 0.3833 loss_ce_2: 0.3471 loss_bbox_2: 0.1864 loss_giou_2: 0.3514 loss_ce_3: 0.3213 loss_bbox_3: 0.1843 loss_giou_3: 0.3367 loss_ce_4: 0.3079 loss_bbox_4: 0.181 loss_giou_4: 0.3288 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:45:25] d2.utils.events INFO: eta: 22:12:32 iter: 166079 total_loss: 5.574 loss_ce: 0.2755 loss_bbox: 0.1703 loss_giou: 0.3213 loss_ce_0: 0.5042 loss_bbox_0: 0.3076 loss_giou_0: 0.5332 loss_ce_1: 0.3768 loss_bbox_1: 0.2092 loss_giou_1: 0.3786 loss_ce_2: 0.33 loss_bbox_2: 0.1896 loss_giou_2: 0.3503 loss_ce_3: 0.2877 loss_bbox_3: 0.184 loss_giou_3: 0.3398 loss_ce_4: 0.2819 loss_bbox_4: 0.1746 loss_giou_4: 0.3286 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:45:31] d2.utils.events INFO: eta: 22:12:23 iter: 166099 total_loss: 5.713 loss_ce: 0.3044 loss_bbox: 0.1863 loss_giou: 0.3441 loss_ce_0: 0.5043 loss_bbox_0: 0.3138 loss_giou_0: 0.5113 loss_ce_1: 0.4155 loss_bbox_1: 0.2228 loss_giou_1: 0.3871 loss_ce_2: 0.3511 loss_bbox_2: 0.1999 loss_giou_2: 0.3587 loss_ce_3: 0.3149 loss_bbox_3: 0.1874 loss_giou_3: 0.3521 loss_ce_4: 0.3083 loss_bbox_4: 0.1864 loss_giou_4: 0.3479 time: 0.2802 data_time: 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[11/03 02:45:48] d2.utils.events INFO: eta: 22:12:00 iter: 166159 total_loss: 5.952 loss_ce: 0.3099 loss_bbox: 0.1655 loss_giou: 0.3384 loss_ce_0: 0.521 loss_bbox_0: 0.3153 loss_giou_0: 0.5589 loss_ce_1: 0.4216 loss_bbox_1: 0.2113 loss_giou_1: 0.3924 loss_ce_2: 0.3542 loss_bbox_2: 0.1787 loss_giou_2: 0.3557 loss_ce_3: 0.3166 loss_bbox_3: 0.17 loss_giou_3: 0.3436 loss_ce_4: 0.3082 loss_bbox_4: 0.1658 loss_giou_4: 0.3391 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 02:45:54] d2.utils.events INFO: eta: 22:11:48 iter: 166179 total_loss: 5.731 loss_ce: 0.3168 loss_bbox: 0.1978 loss_giou: 0.3293 loss_ce_0: 0.5054 loss_bbox_0: 0.3313 loss_giou_0: 0.5074 loss_ce_1: 0.4037 loss_bbox_1: 0.2224 loss_giou_1: 0.369 loss_ce_2: 0.3459 loss_bbox_2: 0.2049 loss_giou_2: 0.3473 loss_ce_3: 0.3119 loss_bbox_3: 0.2001 loss_giou_3: 0.3397 loss_ce_4: 0.3118 loss_bbox_4: 0.195 loss_giou_4: 0.333 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 02:45:59] d2.utils.events INFO: eta: 22:11:25 iter: 166199 total_loss: 5.72 loss_ce: 0.312 loss_bbox: 0.1885 loss_giou: 0.319 loss_ce_0: 0.5115 loss_bbox_0: 0.3185 loss_giou_0: 0.495 loss_ce_1: 0.416 loss_bbox_1: 0.2243 loss_giou_1: 0.3694 loss_ce_2: 0.351 loss_bbox_2: 0.202 loss_giou_2: 0.3389 loss_ce_3: 0.3189 loss_bbox_3: 0.1929 loss_giou_3: 0.3276 loss_ce_4: 0.318 loss_bbox_4: 0.1928 loss_giou_4: 0.3256 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:05] d2.utils.events INFO: eta: 22:11:06 iter: 166219 total_loss: 5.835 loss_ce: 0.309 loss_bbox: 0.1872 loss_giou: 0.3428 loss_ce_0: 0.5105 loss_bbox_0: 0.3138 loss_giou_0: 0.5144 loss_ce_1: 0.4198 loss_bbox_1: 0.226 loss_giou_1: 0.3936 loss_ce_2: 0.3445 loss_bbox_2: 0.1979 loss_giou_2: 0.3649 loss_ce_3: 0.3157 loss_bbox_3: 0.1922 loss_giou_3: 0.3503 loss_ce_4: 0.3081 loss_bbox_4: 0.1863 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:11] d2.utils.events INFO: eta: 22:11:08 iter: 166239 total_loss: 6.067 loss_ce: 0.3193 loss_bbox: 0.1913 loss_giou: 0.3541 loss_ce_0: 0.5236 loss_bbox_0: 0.3148 loss_giou_0: 0.5343 loss_ce_1: 0.4183 loss_bbox_1: 0.2247 loss_giou_1: 0.4156 loss_ce_2: 0.3612 loss_bbox_2: 0.2098 loss_giou_2: 0.3766 loss_ce_3: 0.326 loss_bbox_3: 0.1999 loss_giou_3: 0.3667 loss_ce_4: 0.3198 loss_bbox_4: 0.1947 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:16] d2.utils.events INFO: eta: 22:11:08 iter: 166259 total_loss: 5.879 loss_ce: 0.3219 loss_bbox: 0.1865 loss_giou: 0.3478 loss_ce_0: 0.5249 loss_bbox_0: 0.3254 loss_giou_0: 0.5105 loss_ce_1: 0.4092 loss_bbox_1: 0.2233 loss_giou_1: 0.3922 loss_ce_2: 0.3591 loss_bbox_2: 0.2026 loss_giou_2: 0.3723 loss_ce_3: 0.3303 loss_bbox_3: 0.1952 loss_giou_3: 0.3564 loss_ce_4: 0.3193 loss_bbox_4: 0.1877 loss_giou_4: 0.3533 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:22] d2.utils.events INFO: eta: 22:11:23 iter: 166279 total_loss: 5.463 loss_ce: 0.2896 loss_bbox: 0.1839 loss_giou: 0.3083 loss_ce_0: 0.4998 loss_bbox_0: 0.3276 loss_giou_0: 0.4978 loss_ce_1: 0.3975 loss_bbox_1: 0.2253 loss_giou_1: 0.3619 loss_ce_2: 0.3302 loss_bbox_2: 0.2001 loss_giou_2: 0.3352 loss_ce_3: 0.3002 loss_bbox_3: 0.1893 loss_giou_3: 0.3185 loss_ce_4: 0.2909 loss_bbox_4: 0.1873 loss_giou_4: 0.3143 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:28] d2.utils.events INFO: eta: 22:11:10 iter: 166299 total_loss: 6.083 loss_ce: 0.3218 loss_bbox: 0.1911 loss_giou: 0.3479 loss_ce_0: 0.5142 loss_bbox_0: 0.3481 loss_giou_0: 0.5326 loss_ce_1: 0.4354 loss_bbox_1: 0.2329 loss_giou_1: 0.3945 loss_ce_2: 0.371 loss_bbox_2: 0.215 loss_giou_2: 0.3655 loss_ce_3: 0.3326 loss_bbox_3: 0.2007 loss_giou_3: 0.354 loss_ce_4: 0.3224 loss_bbox_4: 0.1941 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:33] d2.utils.events INFO: eta: 22:11:14 iter: 166319 total_loss: 5.802 loss_ce: 0.3377 loss_bbox: 0.1877 loss_giou: 0.3271 loss_ce_0: 0.5176 loss_bbox_0: 0.308 loss_giou_0: 0.5149 loss_ce_1: 0.4282 loss_bbox_1: 0.2159 loss_giou_1: 0.3807 loss_ce_2: 0.3744 loss_bbox_2: 0.1991 loss_giou_2: 0.343 loss_ce_3: 0.3414 loss_bbox_3: 0.1922 loss_giou_3: 0.3371 loss_ce_4: 0.3384 loss_bbox_4: 0.1895 loss_giou_4: 0.3326 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:39] d2.utils.events INFO: eta: 22:11:12 iter: 166339 total_loss: 6.056 loss_ce: 0.3109 loss_bbox: 0.1915 loss_giou: 0.3435 loss_ce_0: 0.4989 loss_bbox_0: 0.325 loss_giou_0: 0.5514 loss_ce_1: 0.3985 loss_bbox_1: 0.2199 loss_giou_1: 0.4025 loss_ce_2: 0.3554 loss_bbox_2: 0.1976 loss_giou_2: 0.3674 loss_ce_3: 0.3202 loss_bbox_3: 0.1947 loss_giou_3: 0.3584 loss_ce_4: 0.3071 loss_bbox_4: 0.1937 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:45] d2.utils.events INFO: eta: 22:10:57 iter: 166359 total_loss: 5.746 loss_ce: 0.2991 loss_bbox: 0.1802 loss_giou: 0.3521 loss_ce_0: 0.5045 loss_bbox_0: 0.3229 loss_giou_0: 0.5271 loss_ce_1: 0.405 loss_bbox_1: 0.2153 loss_giou_1: 0.3959 loss_ce_2: 0.3408 loss_bbox_2: 0.1983 loss_giou_2: 0.3687 loss_ce_3: 0.3106 loss_bbox_3: 0.1905 loss_giou_3: 0.3609 loss_ce_4: 0.3043 loss_bbox_4: 0.1865 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:50] d2.utils.events INFO: eta: 22:10:36 iter: 166379 total_loss: 5.899 loss_ce: 0.311 loss_bbox: 0.1976 loss_giou: 0.3225 loss_ce_0: 0.524 loss_bbox_0: 0.336 loss_giou_0: 0.5053 loss_ce_1: 0.3995 loss_bbox_1: 0.2329 loss_giou_1: 0.3716 loss_ce_2: 0.3547 loss_bbox_2: 0.2121 loss_giou_2: 0.3422 loss_ce_3: 0.3351 loss_bbox_3: 0.2023 loss_giou_3: 0.337 loss_ce_4: 0.3156 loss_bbox_4: 0.2008 loss_giou_4: 0.3304 time: 0.2802 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 02:46:56] d2.utils.events INFO: eta: 22:11:03 iter: 166399 total_loss: 5.996 loss_ce: 0.3025 loss_bbox: 0.1903 loss_giou: 0.3544 loss_ce_0: 0.5074 loss_bbox_0: 0.3188 loss_giou_0: 0.5505 loss_ce_1: 0.4088 loss_bbox_1: 0.2204 loss_giou_1: 0.4034 loss_ce_2: 0.3472 loss_bbox_2: 0.2079 loss_giou_2: 0.3671 loss_ce_3: 0.3193 loss_bbox_3: 0.1902 loss_giou_3: 0.3658 loss_ce_4: 0.3089 loss_bbox_4: 0.1897 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:02] d2.utils.events INFO: eta: 22:10:59 iter: 166419 total_loss: 5.906 loss_ce: 0.2963 loss_bbox: 0.1956 loss_giou: 0.3321 loss_ce_0: 0.5091 loss_bbox_0: 0.3101 loss_giou_0: 0.5158 loss_ce_1: 0.3885 loss_bbox_1: 0.2231 loss_giou_1: 0.3726 loss_ce_2: 0.3283 loss_bbox_2: 0.2112 loss_giou_2: 0.3379 loss_ce_3: 0.3032 loss_bbox_3: 0.2057 loss_giou_3: 0.3318 loss_ce_4: 0.2992 loss_bbox_4: 0.1991 loss_giou_4: 0.3293 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:08] d2.utils.events INFO: eta: 22:10:50 iter: 166439 total_loss: 5.959 loss_ce: 0.2989 loss_bbox: 0.201 loss_giou: 0.3567 loss_ce_0: 0.5015 loss_bbox_0: 0.3406 loss_giou_0: 0.5363 loss_ce_1: 0.3795 loss_bbox_1: 0.2327 loss_giou_1: 0.396 loss_ce_2: 0.3272 loss_bbox_2: 0.222 loss_giou_2: 0.3729 loss_ce_3: 0.3057 loss_bbox_3: 0.209 loss_giou_3: 0.3658 loss_ce_4: 0.2936 loss_bbox_4: 0.2018 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:13] d2.utils.events INFO: eta: 22:10:49 iter: 166459 total_loss: 6.083 loss_ce: 0.2938 loss_bbox: 0.1923 loss_giou: 0.373 loss_ce_0: 0.4996 loss_bbox_0: 0.3267 loss_giou_0: 0.5489 loss_ce_1: 0.4006 loss_bbox_1: 0.2238 loss_giou_1: 0.4082 loss_ce_2: 0.3447 loss_bbox_2: 0.2074 loss_giou_2: 0.3887 loss_ce_3: 0.3089 loss_bbox_3: 0.1964 loss_giou_3: 0.3779 loss_ce_4: 0.3022 loss_bbox_4: 0.1956 loss_giou_4: 0.3726 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:19] d2.utils.events INFO: eta: 22:10:43 iter: 166479 total_loss: 5.938 loss_ce: 0.3135 loss_bbox: 0.1996 loss_giou: 0.3368 loss_ce_0: 0.5141 loss_bbox_0: 0.3264 loss_giou_0: 0.5334 loss_ce_1: 0.4146 loss_bbox_1: 0.2294 loss_giou_1: 0.3801 loss_ce_2: 0.3506 loss_bbox_2: 0.211 loss_giou_2: 0.3563 loss_ce_3: 0.3214 loss_bbox_3: 0.2071 loss_giou_3: 0.3416 loss_ce_4: 0.3209 loss_bbox_4: 0.2029 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:25] d2.utils.events INFO: eta: 22:10:28 iter: 166499 total_loss: 5.786 loss_ce: 0.2952 loss_bbox: 0.1952 loss_giou: 0.3326 loss_ce_0: 0.5139 loss_bbox_0: 0.3268 loss_giou_0: 0.4889 loss_ce_1: 0.396 loss_bbox_1: 0.2247 loss_giou_1: 0.3771 loss_ce_2: 0.3387 loss_bbox_2: 0.2022 loss_giou_2: 0.3435 loss_ce_3: 0.3063 loss_bbox_3: 0.1956 loss_giou_3: 0.3357 loss_ce_4: 0.2991 loss_bbox_4: 0.1939 loss_giou_4: 0.3312 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:30] d2.utils.events INFO: eta: 22:10:22 iter: 166519 total_loss: 5.869 loss_ce: 0.2909 loss_bbox: 0.1917 loss_giou: 0.3617 loss_ce_0: 0.4861 loss_bbox_0: 0.3198 loss_giou_0: 0.5275 loss_ce_1: 0.3897 loss_bbox_1: 0.22 loss_giou_1: 0.3969 loss_ce_2: 0.3276 loss_bbox_2: 0.2023 loss_giou_2: 0.369 loss_ce_3: 0.2985 loss_bbox_3: 0.1983 loss_giou_3: 0.3664 loss_ce_4: 0.2948 loss_bbox_4: 0.1925 loss_giou_4: 0.3626 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:36] d2.utils.events INFO: eta: 22:10:20 iter: 166539 total_loss: 5.993 loss_ce: 0.2946 loss_bbox: 0.1941 loss_giou: 0.3511 loss_ce_0: 0.5009 loss_bbox_0: 0.3273 loss_giou_0: 0.5211 loss_ce_1: 0.4099 loss_bbox_1: 0.2258 loss_giou_1: 0.3993 loss_ce_2: 0.341 loss_bbox_2: 0.2054 loss_giou_2: 0.3708 loss_ce_3: 0.3051 loss_bbox_3: 0.2009 loss_giou_3: 0.3606 loss_ce_4: 0.2999 loss_bbox_4: 0.198 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:42] d2.utils.events INFO: eta: 22:10:01 iter: 166559 total_loss: 6.015 loss_ce: 0.3118 loss_bbox: 0.1881 loss_giou: 0.364 loss_ce_0: 0.52 loss_bbox_0: 0.332 loss_giou_0: 0.5626 loss_ce_1: 0.4134 loss_bbox_1: 0.2325 loss_giou_1: 0.4121 loss_ce_2: 0.359 loss_bbox_2: 0.2065 loss_giou_2: 0.386 loss_ce_3: 0.3372 loss_bbox_3: 0.1936 loss_giou_3: 0.3763 loss_ce_4: 0.3187 loss_bbox_4: 0.1907 loss_giou_4: 0.3681 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:47] d2.utils.events INFO: eta: 22:09:52 iter: 166579 total_loss: 5.862 loss_ce: 0.3037 loss_bbox: 0.193 loss_giou: 0.3603 loss_ce_0: 0.519 loss_bbox_0: 0.3222 loss_giou_0: 0.5162 loss_ce_1: 0.411 loss_bbox_1: 0.2254 loss_giou_1: 0.4083 loss_ce_2: 0.3414 loss_bbox_2: 0.2056 loss_giou_2: 0.3711 loss_ce_3: 0.3116 loss_bbox_3: 0.1978 loss_giou_3: 0.3617 loss_ce_4: 0.2992 loss_bbox_4: 0.1925 loss_giou_4: 0.3543 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:53] d2.utils.events INFO: eta: 22:09:40 iter: 166599 total_loss: 5.542 loss_ce: 0.2798 loss_bbox: 0.1893 loss_giou: 0.3213 loss_ce_0: 0.4848 loss_bbox_0: 0.3223 loss_giou_0: 0.5072 loss_ce_1: 0.3858 loss_bbox_1: 0.2173 loss_giou_1: 0.376 loss_ce_2: 0.3328 loss_bbox_2: 0.201 loss_giou_2: 0.3399 loss_ce_3: 0.2931 loss_bbox_3: 0.1934 loss_giou_3: 0.3278 loss_ce_4: 0.2793 loss_bbox_4: 0.19 loss_giou_4: 0.3219 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 02:47:59] d2.utils.events INFO: eta: 22:09:29 iter: 166619 total_loss: 5.903 loss_ce: 0.3203 loss_bbox: 0.2147 loss_giou: 0.3395 loss_ce_0: 0.5151 loss_bbox_0: 0.3341 loss_giou_0: 0.5099 loss_ce_1: 0.42 loss_bbox_1: 0.236 loss_giou_1: 0.3827 loss_ce_2: 0.358 loss_bbox_2: 0.2166 loss_giou_2: 0.3549 loss_ce_3: 0.3271 loss_bbox_3: 0.2221 loss_giou_3: 0.3457 loss_ce_4: 0.3154 loss_bbox_4: 0.2151 loss_giou_4: 0.3423 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:04] d2.utils.events INFO: eta: 22:09:42 iter: 166639 total_loss: 5.563 loss_ce: 0.3148 loss_bbox: 0.1824 loss_giou: 0.3078 loss_ce_0: 0.5169 loss_bbox_0: 0.32 loss_giou_0: 0.4854 loss_ce_1: 0.4056 loss_bbox_1: 0.2157 loss_giou_1: 0.3532 loss_ce_2: 0.3462 loss_bbox_2: 0.1985 loss_giou_2: 0.3436 loss_ce_3: 0.3217 loss_bbox_3: 0.186 loss_giou_3: 0.321 loss_ce_4: 0.3171 loss_bbox_4: 0.1876 loss_giou_4: 0.3088 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:10] d2.utils.events INFO: eta: 22:09:18 iter: 166659 total_loss: 5.654 loss_ce: 0.3013 loss_bbox: 0.1993 loss_giou: 0.3251 loss_ce_0: 0.5094 loss_bbox_0: 0.3364 loss_giou_0: 0.5089 loss_ce_1: 0.3825 loss_bbox_1: 0.2355 loss_giou_1: 0.3738 loss_ce_2: 0.3305 loss_bbox_2: 0.2162 loss_giou_2: 0.3457 loss_ce_3: 0.3041 loss_bbox_3: 0.2019 loss_giou_3: 0.3304 loss_ce_4: 0.297 loss_bbox_4: 0.2025 loss_giou_4: 0.3264 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:16] d2.utils.events INFO: eta: 22:09:12 iter: 166679 total_loss: 5.645 loss_ce: 0.2767 loss_bbox: 0.1857 loss_giou: 0.3376 loss_ce_0: 0.4836 loss_bbox_0: 0.3096 loss_giou_0: 0.514 loss_ce_1: 0.3757 loss_bbox_1: 0.2188 loss_giou_1: 0.3943 loss_ce_2: 0.3156 loss_bbox_2: 0.1939 loss_giou_2: 0.3511 loss_ce_3: 0.2795 loss_bbox_3: 0.1923 loss_giou_3: 0.3464 loss_ce_4: 0.2776 loss_bbox_4: 0.1887 loss_giou_4: 0.3406 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:21] d2.utils.events INFO: eta: 22:09:12 iter: 166699 total_loss: 5.965 loss_ce: 0.3171 loss_bbox: 0.1972 loss_giou: 0.327 loss_ce_0: 0.5105 loss_bbox_0: 0.3401 loss_giou_0: 0.5054 loss_ce_1: 0.402 loss_bbox_1: 0.2358 loss_giou_1: 0.3779 loss_ce_2: 0.3481 loss_bbox_2: 0.2189 loss_giou_2: 0.3424 loss_ce_3: 0.3264 loss_bbox_3: 0.2068 loss_giou_3: 0.3342 loss_ce_4: 0.3116 loss_bbox_4: 0.194 loss_giou_4: 0.3272 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:27] d2.utils.events INFO: eta: 22:09:26 iter: 166719 total_loss: 6.004 loss_ce: 0.3283 loss_bbox: 0.1889 loss_giou: 0.351 loss_ce_0: 0.5283 loss_bbox_0: 0.3115 loss_giou_0: 0.5191 loss_ce_1: 0.4172 loss_bbox_1: 0.2234 loss_giou_1: 0.392 loss_ce_2: 0.3575 loss_bbox_2: 0.2 loss_giou_2: 0.3685 loss_ce_3: 0.3349 loss_bbox_3: 0.1902 loss_giou_3: 0.3546 loss_ce_4: 0.3264 loss_bbox_4: 0.193 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:33] d2.utils.events INFO: eta: 22:09:20 iter: 166739 total_loss: 5.65 loss_ce: 0.2955 loss_bbox: 0.1855 loss_giou: 0.3379 loss_ce_0: 0.4975 loss_bbox_0: 0.3264 loss_giou_0: 0.5268 loss_ce_1: 0.3813 loss_bbox_1: 0.2277 loss_giou_1: 0.3929 loss_ce_2: 0.3257 loss_bbox_2: 0.2034 loss_giou_2: 0.3673 loss_ce_3: 0.2995 loss_bbox_3: 0.1991 loss_giou_3: 0.3478 loss_ce_4: 0.2982 loss_bbox_4: 0.194 loss_giou_4: 0.343 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:38] d2.utils.events INFO: eta: 22:09:14 iter: 166759 total_loss: 5.861 loss_ce: 0.2972 loss_bbox: 0.1714 loss_giou: 0.3627 loss_ce_0: 0.5115 loss_bbox_0: 0.3042 loss_giou_0: 0.531 loss_ce_1: 0.3928 loss_bbox_1: 0.2098 loss_giou_1: 0.4033 loss_ce_2: 0.3342 loss_bbox_2: 0.1855 loss_giou_2: 0.3812 loss_ce_3: 0.3061 loss_bbox_3: 0.1777 loss_giou_3: 0.3697 loss_ce_4: 0.299 loss_bbox_4: 0.1735 loss_giou_4: 0.3652 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:44] d2.utils.events INFO: eta: 22:08:40 iter: 166779 total_loss: 5.87 loss_ce: 0.317 loss_bbox: 0.1873 loss_giou: 0.3427 loss_ce_0: 0.505 loss_bbox_0: 0.3092 loss_giou_0: 0.505 loss_ce_1: 0.4061 loss_bbox_1: 0.2278 loss_giou_1: 0.3899 loss_ce_2: 0.3402 loss_bbox_2: 0.2044 loss_giou_2: 0.3613 loss_ce_3: 0.3222 loss_bbox_3: 0.189 loss_giou_3: 0.3504 loss_ce_4: 0.3056 loss_bbox_4: 0.1862 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:50] d2.utils.events INFO: eta: 22:08:37 iter: 166799 total_loss: 6.003 loss_ce: 0.3068 loss_bbox: 0.203 loss_giou: 0.3454 loss_ce_0: 0.4975 loss_bbox_0: 0.331 loss_giou_0: 0.5238 loss_ce_1: 0.4136 loss_bbox_1: 0.232 loss_giou_1: 0.4051 loss_ce_2: 0.3432 loss_bbox_2: 0.2058 loss_giou_2: 0.3765 loss_ce_3: 0.3195 loss_bbox_3: 0.2028 loss_giou_3: 0.3587 loss_ce_4: 0.3146 loss_bbox_4: 0.2013 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 02:48:55] d2.utils.events INFO: eta: 22:08:15 iter: 166819 total_loss: 5.965 loss_ce: 0.3298 loss_bbox: 0.1831 loss_giou: 0.3305 loss_ce_0: 0.5297 loss_bbox_0: 0.3141 loss_giou_0: 0.5272 loss_ce_1: 0.4147 loss_bbox_1: 0.2156 loss_giou_1: 0.3841 loss_ce_2: 0.3587 loss_bbox_2: 0.1951 loss_giou_2: 0.344 loss_ce_3: 0.34 loss_bbox_3: 0.1866 loss_giou_3: 0.3411 loss_ce_4: 0.3345 loss_bbox_4: 0.185 loss_giou_4: 0.3362 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:01] d2.utils.events INFO: eta: 22:08:10 iter: 166839 total_loss: 5.887 loss_ce: 0.2987 loss_bbox: 0.1841 loss_giou: 0.3462 loss_ce_0: 0.486 loss_bbox_0: 0.3107 loss_giou_0: 0.5294 loss_ce_1: 0.3904 loss_bbox_1: 0.2227 loss_giou_1: 0.4115 loss_ce_2: 0.3368 loss_bbox_2: 0.1994 loss_giou_2: 0.3659 loss_ce_3: 0.3069 loss_bbox_3: 0.1947 loss_giou_3: 0.3575 loss_ce_4: 0.297 loss_bbox_4: 0.1855 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:07] d2.utils.events INFO: eta: 22:07:26 iter: 166859 total_loss: 5.379 loss_ce: 0.2716 loss_bbox: 0.1844 loss_giou: 0.3218 loss_ce_0: 0.4852 loss_bbox_0: 0.2943 loss_giou_0: 0.5032 loss_ce_1: 0.3702 loss_bbox_1: 0.2064 loss_giou_1: 0.3825 loss_ce_2: 0.3109 loss_bbox_2: 0.1867 loss_giou_2: 0.3465 loss_ce_3: 0.2795 loss_bbox_3: 0.1899 loss_giou_3: 0.3381 loss_ce_4: 0.2789 loss_bbox_4: 0.188 loss_giou_4: 0.3278 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:13] d2.utils.events INFO: eta: 22:07:20 iter: 166879 total_loss: 5.768 loss_ce: 0.3167 loss_bbox: 0.191 loss_giou: 0.336 loss_ce_0: 0.5209 loss_bbox_0: 0.3229 loss_giou_0: 0.4987 loss_ce_1: 0.4202 loss_bbox_1: 0.2254 loss_giou_1: 0.3759 loss_ce_2: 0.3574 loss_bbox_2: 0.1997 loss_giou_2: 0.3472 loss_ce_3: 0.3203 loss_bbox_3: 0.1949 loss_giou_3: 0.3388 loss_ce_4: 0.3161 loss_bbox_4: 0.1928 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:18] d2.utils.events INFO: eta: 22:07:08 iter: 166899 total_loss: 5.849 loss_ce: 0.3122 loss_bbox: 0.1806 loss_giou: 0.3371 loss_ce_0: 0.5068 loss_bbox_0: 0.3014 loss_giou_0: 0.5235 loss_ce_1: 0.4224 loss_bbox_1: 0.2016 loss_giou_1: 0.3838 loss_ce_2: 0.3587 loss_bbox_2: 0.1865 loss_giou_2: 0.3598 loss_ce_3: 0.3307 loss_bbox_3: 0.1775 loss_giou_3: 0.3468 loss_ce_4: 0.3129 loss_bbox_4: 0.1792 loss_giou_4: 0.3432 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:24] d2.utils.events INFO: eta: 22:07:34 iter: 166919 total_loss: 6.08 loss_ce: 0.3079 loss_bbox: 0.202 loss_giou: 0.3514 loss_ce_0: 0.5114 loss_bbox_0: 0.3386 loss_giou_0: 0.5405 loss_ce_1: 0.4148 loss_bbox_1: 0.2358 loss_giou_1: 0.4048 loss_ce_2: 0.3574 loss_bbox_2: 0.2159 loss_giou_2: 0.372 loss_ce_3: 0.3217 loss_bbox_3: 0.2087 loss_giou_3: 0.3651 loss_ce_4: 0.3099 loss_bbox_4: 0.203 loss_giou_4: 0.3509 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:30] d2.utils.events INFO: eta: 22:07:03 iter: 166939 total_loss: 5.573 loss_ce: 0.2941 loss_bbox: 0.1776 loss_giou: 0.3285 loss_ce_0: 0.5047 loss_bbox_0: 0.3158 loss_giou_0: 0.5345 loss_ce_1: 0.3873 loss_bbox_1: 0.2202 loss_giou_1: 0.3746 loss_ce_2: 0.3397 loss_bbox_2: 0.1968 loss_giou_2: 0.3426 loss_ce_3: 0.3022 loss_bbox_3: 0.1821 loss_giou_3: 0.3349 loss_ce_4: 0.2924 loss_bbox_4: 0.1793 loss_giou_4: 0.3328 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:36] d2.utils.events INFO: eta: 22:06:57 iter: 166959 total_loss: 6.085 loss_ce: 0.3217 loss_bbox: 0.1942 loss_giou: 0.3604 loss_ce_0: 0.5191 loss_bbox_0: 0.3229 loss_giou_0: 0.5468 loss_ce_1: 0.4161 loss_bbox_1: 0.2288 loss_giou_1: 0.4061 loss_ce_2: 0.3647 loss_bbox_2: 0.2086 loss_giou_2: 0.3849 loss_ce_3: 0.329 loss_bbox_3: 0.2047 loss_giou_3: 0.3673 loss_ce_4: 0.3245 loss_bbox_4: 0.1981 loss_giou_4: 0.3662 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:41] d2.utils.events INFO: eta: 22:06:49 iter: 166979 total_loss: 5.748 loss_ce: 0.299 loss_bbox: 0.1746 loss_giou: 0.3275 loss_ce_0: 0.5058 loss_bbox_0: 0.3109 loss_giou_0: 0.529 loss_ce_1: 0.394 loss_bbox_1: 0.2137 loss_giou_1: 0.3783 loss_ce_2: 0.3349 loss_bbox_2: 0.1903 loss_giou_2: 0.3525 loss_ce_3: 0.305 loss_bbox_3: 0.1824 loss_giou_3: 0.3429 loss_ce_4: 0.2971 loss_bbox_4: 0.1734 loss_giou_4: 0.3322 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:47] d2.utils.events INFO: eta: 22:06:40 iter: 166999 total_loss: 5.994 loss_ce: 0.3079 loss_bbox: 0.1879 loss_giou: 0.3439 loss_ce_0: 0.535 loss_bbox_0: 0.3224 loss_giou_0: 0.5225 loss_ce_1: 0.4238 loss_bbox_1: 0.2241 loss_giou_1: 0.3817 loss_ce_2: 0.3549 loss_bbox_2: 0.2051 loss_giou_2: 0.3597 loss_ce_3: 0.3236 loss_bbox_3: 0.2013 loss_giou_3: 0.3532 loss_ce_4: 0.3205 loss_bbox_4: 0.1946 loss_giou_4: 0.3505 time: 0.2802 data_time: 0.0174 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:53] d2.utils.events INFO: eta: 22:06:28 iter: 167019 total_loss: 5.776 loss_ce: 0.3215 loss_bbox: 0.1917 loss_giou: 0.3369 loss_ce_0: 0.5291 loss_bbox_0: 0.3243 loss_giou_0: 0.4959 loss_ce_1: 0.421 loss_bbox_1: 0.2259 loss_giou_1: 0.3789 loss_ce_2: 0.3425 loss_bbox_2: 0.2094 loss_giou_2: 0.3523 loss_ce_3: 0.3236 loss_bbox_3: 0.2059 loss_giou_3: 0.3355 loss_ce_4: 0.3197 loss_bbox_4: 0.2058 loss_giou_4: 0.3362 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 02:49:58] d2.utils.events INFO: eta: 22:05:44 iter: 167039 total_loss: 6.025 loss_ce: 0.3112 loss_bbox: 0.215 loss_giou: 0.3435 loss_ce_0: 0.5049 loss_bbox_0: 0.3301 loss_giou_0: 0.5177 loss_ce_1: 0.4108 loss_bbox_1: 0.2432 loss_giou_1: 0.3943 loss_ce_2: 0.3439 loss_bbox_2: 0.2195 loss_giou_2: 0.3685 loss_ce_3: 0.3155 loss_bbox_3: 0.2147 loss_giou_3: 0.3543 loss_ce_4: 0.3118 loss_bbox_4: 0.2192 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:04] d2.utils.events INFO: eta: 22:05:54 iter: 167059 total_loss: 5.632 loss_ce: 0.3143 loss_bbox: 0.1844 loss_giou: 0.3299 loss_ce_0: 0.5152 loss_bbox_0: 0.3178 loss_giou_0: 0.5229 loss_ce_1: 0.4104 loss_bbox_1: 0.2172 loss_giou_1: 0.3831 loss_ce_2: 0.3432 loss_bbox_2: 0.2048 loss_giou_2: 0.3511 loss_ce_3: 0.3241 loss_bbox_3: 0.1966 loss_giou_3: 0.336 loss_ce_4: 0.3179 loss_bbox_4: 0.1887 loss_giou_4: 0.3294 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:10] d2.utils.events INFO: eta: 22:05:22 iter: 167079 total_loss: 5.973 loss_ce: 0.3178 loss_bbox: 0.1871 loss_giou: 0.3283 loss_ce_0: 0.5237 loss_bbox_0: 0.3066 loss_giou_0: 0.4763 loss_ce_1: 0.4193 loss_bbox_1: 0.2274 loss_giou_1: 0.3682 loss_ce_2: 0.3462 loss_bbox_2: 0.213 loss_giou_2: 0.349 loss_ce_3: 0.3165 loss_bbox_3: 0.1921 loss_giou_3: 0.342 loss_ce_4: 0.3175 loss_bbox_4: 0.1964 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:15] d2.utils.events INFO: eta: 22:05:20 iter: 167099 total_loss: 5.529 loss_ce: 0.2976 loss_bbox: 0.1917 loss_giou: 0.3318 loss_ce_0: 0.5138 loss_bbox_0: 0.3163 loss_giou_0: 0.5185 loss_ce_1: 0.4006 loss_bbox_1: 0.2285 loss_giou_1: 0.3773 loss_ce_2: 0.3397 loss_bbox_2: 0.2087 loss_giou_2: 0.3477 loss_ce_3: 0.3093 loss_bbox_3: 0.1945 loss_giou_3: 0.3339 loss_ce_4: 0.2999 loss_bbox_4: 0.1928 loss_giou_4: 0.3325 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:21] d2.utils.events INFO: eta: 22:05:06 iter: 167119 total_loss: 5.866 loss_ce: 0.3123 loss_bbox: 0.1809 loss_giou: 0.3386 loss_ce_0: 0.5135 loss_bbox_0: 0.3273 loss_giou_0: 0.5294 loss_ce_1: 0.4178 loss_bbox_1: 0.2206 loss_giou_1: 0.3894 loss_ce_2: 0.352 loss_bbox_2: 0.1969 loss_giou_2: 0.3577 loss_ce_3: 0.3318 loss_bbox_3: 0.1856 loss_giou_3: 0.3526 loss_ce_4: 0.3136 loss_bbox_4: 0.1835 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:27] d2.utils.events INFO: eta: 22:04:37 iter: 167139 total_loss: 5.733 loss_ce: 0.3192 loss_bbox: 0.184 loss_giou: 0.3225 loss_ce_0: 0.5163 loss_bbox_0: 0.3089 loss_giou_0: 0.4948 loss_ce_1: 0.4117 loss_bbox_1: 0.2107 loss_giou_1: 0.3595 loss_ce_2: 0.3479 loss_bbox_2: 0.1876 loss_giou_2: 0.3306 loss_ce_3: 0.3203 loss_bbox_3: 0.1879 loss_giou_3: 0.3259 loss_ce_4: 0.3199 loss_bbox_4: 0.183 loss_giou_4: 0.3251 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:32] d2.utils.events INFO: eta: 22:04:47 iter: 167159 total_loss: 5.923 loss_ce: 0.292 loss_bbox: 0.1862 loss_giou: 0.3618 loss_ce_0: 0.5075 loss_bbox_0: 0.3118 loss_giou_0: 0.5452 loss_ce_1: 0.4045 loss_bbox_1: 0.2218 loss_giou_1: 0.4027 loss_ce_2: 0.3405 loss_bbox_2: 0.2006 loss_giou_2: 0.3799 loss_ce_3: 0.3104 loss_bbox_3: 0.1882 loss_giou_3: 0.367 loss_ce_4: 0.293 loss_bbox_4: 0.1879 loss_giou_4: 0.3639 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:38] d2.utils.events INFO: eta: 22:04:28 iter: 167179 total_loss: 5.465 loss_ce: 0.2809 loss_bbox: 0.1725 loss_giou: 0.325 loss_ce_0: 0.5078 loss_bbox_0: 0.3105 loss_giou_0: 0.5072 loss_ce_1: 0.3794 loss_bbox_1: 0.206 loss_giou_1: 0.3763 loss_ce_2: 0.3295 loss_bbox_2: 0.1878 loss_giou_2: 0.3415 loss_ce_3: 0.2936 loss_bbox_3: 0.1824 loss_giou_3: 0.3292 loss_ce_4: 0.284 loss_bbox_4: 0.1749 loss_giou_4: 0.3282 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:44] d2.utils.events INFO: eta: 22:04:55 iter: 167199 total_loss: 5.915 loss_ce: 0.3001 loss_bbox: 0.1911 loss_giou: 0.3587 loss_ce_0: 0.5118 loss_bbox_0: 0.3137 loss_giou_0: 0.529 loss_ce_1: 0.4186 loss_bbox_1: 0.2171 loss_giou_1: 0.3978 loss_ce_2: 0.3427 loss_bbox_2: 0.2079 loss_giou_2: 0.3659 loss_ce_3: 0.3097 loss_bbox_3: 0.2015 loss_giou_3: 0.3653 loss_ce_4: 0.3016 loss_bbox_4: 0.194 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:50] d2.utils.events INFO: eta: 22:05:09 iter: 167219 total_loss: 6.029 loss_ce: 0.3138 loss_bbox: 0.1856 loss_giou: 0.35 loss_ce_0: 0.5098 loss_bbox_0: 0.321 loss_giou_0: 0.5709 loss_ce_1: 0.4117 loss_bbox_1: 0.2185 loss_giou_1: 0.4098 loss_ce_2: 0.3528 loss_bbox_2: 0.1991 loss_giou_2: 0.3671 loss_ce_3: 0.3263 loss_bbox_3: 0.1927 loss_giou_3: 0.3584 loss_ce_4: 0.315 loss_bbox_4: 0.1897 loss_giou_4: 0.3547 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 02:50:55] d2.utils.events INFO: eta: 22:04:29 iter: 167239 total_loss: 5.831 loss_ce: 0.315 loss_bbox: 0.188 loss_giou: 0.3362 loss_ce_0: 0.5232 loss_bbox_0: 0.3106 loss_giou_0: 0.505 loss_ce_1: 0.4215 loss_bbox_1: 0.2222 loss_giou_1: 0.3715 loss_ce_2: 0.3426 loss_bbox_2: 0.2002 loss_giou_2: 0.3451 loss_ce_3: 0.3191 loss_bbox_3: 0.192 loss_giou_3: 0.3354 loss_ce_4: 0.3161 loss_bbox_4: 0.1904 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:01] d2.utils.events INFO: eta: 22:04:03 iter: 167259 total_loss: 5.711 loss_ce: 0.2948 loss_bbox: 0.1919 loss_giou: 0.3312 loss_ce_0: 0.5108 loss_bbox_0: 0.3228 loss_giou_0: 0.4978 loss_ce_1: 0.3913 loss_bbox_1: 0.2346 loss_giou_1: 0.3774 loss_ce_2: 0.3426 loss_bbox_2: 0.205 loss_giou_2: 0.3455 loss_ce_3: 0.3049 loss_bbox_3: 0.1967 loss_giou_3: 0.3353 loss_ce_4: 0.2914 loss_bbox_4: 0.1968 loss_giou_4: 0.3329 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:07] d2.utils.events INFO: eta: 22:03:17 iter: 167279 total_loss: 5.425 loss_ce: 0.2987 loss_bbox: 0.182 loss_giou: 0.3047 loss_ce_0: 0.4919 loss_bbox_0: 0.3118 loss_giou_0: 0.4767 loss_ce_1: 0.381 loss_bbox_1: 0.2216 loss_giou_1: 0.354 loss_ce_2: 0.3348 loss_bbox_2: 0.1911 loss_giou_2: 0.3159 loss_ce_3: 0.3033 loss_bbox_3: 0.1938 loss_giou_3: 0.3063 loss_ce_4: 0.2971 loss_bbox_4: 0.1929 loss_giou_4: 0.3048 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:12] d2.utils.events INFO: eta: 22:03:15 iter: 167299 total_loss: 5.9 loss_ce: 0.3093 loss_bbox: 0.1876 loss_giou: 0.342 loss_ce_0: 0.5075 loss_bbox_0: 0.3233 loss_giou_0: 0.5242 loss_ce_1: 0.4196 loss_bbox_1: 0.2214 loss_giou_1: 0.3996 loss_ce_2: 0.3572 loss_bbox_2: 0.1978 loss_giou_2: 0.3624 loss_ce_3: 0.3194 loss_bbox_3: 0.1926 loss_giou_3: 0.3507 loss_ce_4: 0.3072 loss_bbox_4: 0.1921 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:18] d2.utils.events INFO: eta: 22:03:20 iter: 167319 total_loss: 5.859 loss_ce: 0.2886 loss_bbox: 0.1924 loss_giou: 0.3612 loss_ce_0: 0.4971 loss_bbox_0: 0.3239 loss_giou_0: 0.5489 loss_ce_1: 0.3918 loss_bbox_1: 0.2229 loss_giou_1: 0.4001 loss_ce_2: 0.3357 loss_bbox_2: 0.2094 loss_giou_2: 0.3756 loss_ce_3: 0.3092 loss_bbox_3: 0.2045 loss_giou_3: 0.3676 loss_ce_4: 0.2912 loss_bbox_4: 0.1971 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:24] d2.utils.events INFO: eta: 22:03:41 iter: 167339 total_loss: 5.694 loss_ce: 0.2764 loss_bbox: 0.1879 loss_giou: 0.349 loss_ce_0: 0.4917 loss_bbox_0: 0.3146 loss_giou_0: 0.5257 loss_ce_1: 0.3742 loss_bbox_1: 0.2126 loss_giou_1: 0.3963 loss_ce_2: 0.3166 loss_bbox_2: 0.1931 loss_giou_2: 0.3653 loss_ce_3: 0.3 loss_bbox_3: 0.1926 loss_giou_3: 0.3572 loss_ce_4: 0.2856 loss_bbox_4: 0.1921 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:29] d2.utils.events INFO: eta: 22:03:42 iter: 167359 total_loss: 6.045 loss_ce: 0.3215 loss_bbox: 0.1938 loss_giou: 0.356 loss_ce_0: 0.502 loss_bbox_0: 0.3281 loss_giou_0: 0.5141 loss_ce_1: 0.4147 loss_bbox_1: 0.2287 loss_giou_1: 0.3986 loss_ce_2: 0.3558 loss_bbox_2: 0.2081 loss_giou_2: 0.3696 loss_ce_3: 0.3336 loss_bbox_3: 0.1972 loss_giou_3: 0.3595 loss_ce_4: 0.3214 loss_bbox_4: 0.198 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:35] d2.utils.events INFO: eta: 22:03:32 iter: 167379 total_loss: 5.658 loss_ce: 0.2887 loss_bbox: 0.1912 loss_giou: 0.331 loss_ce_0: 0.4967 loss_bbox_0: 0.3274 loss_giou_0: 0.5085 loss_ce_1: 0.398 loss_bbox_1: 0.2237 loss_giou_1: 0.3843 loss_ce_2: 0.3329 loss_bbox_2: 0.208 loss_giou_2: 0.3529 loss_ce_3: 0.3087 loss_bbox_3: 0.1959 loss_giou_3: 0.3423 loss_ce_4: 0.2909 loss_bbox_4: 0.1873 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:41] d2.utils.events INFO: eta: 22:02:44 iter: 167399 total_loss: 6.104 loss_ce: 0.3139 loss_bbox: 0.1882 loss_giou: 0.3617 loss_ce_0: 0.5162 loss_bbox_0: 0.3291 loss_giou_0: 0.5508 loss_ce_1: 0.4141 loss_bbox_1: 0.2313 loss_giou_1: 0.4161 loss_ce_2: 0.3561 loss_bbox_2: 0.2049 loss_giou_2: 0.378 loss_ce_3: 0.3331 loss_bbox_3: 0.2026 loss_giou_3: 0.3691 loss_ce_4: 0.3203 loss_bbox_4: 0.1902 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:46] d2.utils.events INFO: eta: 22:02:52 iter: 167419 total_loss: 5.439 loss_ce: 0.299 loss_bbox: 0.1902 loss_giou: 0.3179 loss_ce_0: 0.4794 loss_bbox_0: 0.3138 loss_giou_0: 0.4615 loss_ce_1: 0.3884 loss_bbox_1: 0.2223 loss_giou_1: 0.3516 loss_ce_2: 0.3366 loss_bbox_2: 0.205 loss_giou_2: 0.3311 loss_ce_3: 0.3194 loss_bbox_3: 0.1958 loss_giou_3: 0.3309 loss_ce_4: 0.3034 loss_bbox_4: 0.1954 loss_giou_4: 0.3219 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:52] d2.utils.events INFO: eta: 22:03:08 iter: 167439 total_loss: 5.876 loss_ce: 0.297 loss_bbox: 0.1858 loss_giou: 0.3378 loss_ce_0: 0.5148 loss_bbox_0: 0.3244 loss_giou_0: 0.5328 loss_ce_1: 0.4114 loss_bbox_1: 0.2324 loss_giou_1: 0.3909 loss_ce_2: 0.3499 loss_bbox_2: 0.2051 loss_giou_2: 0.3524 loss_ce_3: 0.3086 loss_bbox_3: 0.1919 loss_giou_3: 0.3468 loss_ce_4: 0.303 loss_bbox_4: 0.1871 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 02:51:58] d2.utils.events INFO: eta: 22:03:02 iter: 167459 total_loss: 5.746 loss_ce: 0.2905 loss_bbox: 0.1985 loss_giou: 0.3565 loss_ce_0: 0.4863 loss_bbox_0: 0.3239 loss_giou_0: 0.5565 loss_ce_1: 0.3868 loss_bbox_1: 0.2313 loss_giou_1: 0.409 loss_ce_2: 0.3437 loss_bbox_2: 0.2066 loss_giou_2: 0.3686 loss_ce_3: 0.3016 loss_bbox_3: 0.1994 loss_giou_3: 0.3664 loss_ce_4: 0.2978 loss_bbox_4: 0.1959 loss_giou_4: 0.3594 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:04] d2.utils.events INFO: eta: 22:02:56 iter: 167479 total_loss: 6.061 loss_ce: 0.3357 loss_bbox: 0.1955 loss_giou: 0.3352 loss_ce_0: 0.5155 loss_bbox_0: 0.3149 loss_giou_0: 0.5156 loss_ce_1: 0.4159 loss_bbox_1: 0.2222 loss_giou_1: 0.3863 loss_ce_2: 0.3585 loss_bbox_2: 0.2096 loss_giou_2: 0.3616 loss_ce_3: 0.3351 loss_bbox_3: 0.2011 loss_giou_3: 0.3447 loss_ce_4: 0.3279 loss_bbox_4: 0.1963 loss_giou_4: 0.3403 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:09] d2.utils.events INFO: eta: 22:02:54 iter: 167499 total_loss: 5.773 loss_ce: 0.2933 loss_bbox: 0.1944 loss_giou: 0.3648 loss_ce_0: 0.5066 loss_bbox_0: 0.3187 loss_giou_0: 0.5283 loss_ce_1: 0.3874 loss_bbox_1: 0.2245 loss_giou_1: 0.4043 loss_ce_2: 0.315 loss_bbox_2: 0.2047 loss_giou_2: 0.3843 loss_ce_3: 0.2985 loss_bbox_3: 0.1984 loss_giou_3: 0.3693 loss_ce_4: 0.2907 loss_bbox_4: 0.1955 loss_giou_4: 0.366 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:15] d2.utils.events INFO: eta: 22:02:23 iter: 167519 total_loss: 5.681 loss_ce: 0.2999 loss_bbox: 0.1856 loss_giou: 0.3482 loss_ce_0: 0.5124 loss_bbox_0: 0.3181 loss_giou_0: 0.5483 loss_ce_1: 0.3966 loss_bbox_1: 0.2198 loss_giou_1: 0.4008 loss_ce_2: 0.3462 loss_bbox_2: 0.1965 loss_giou_2: 0.3623 loss_ce_3: 0.3118 loss_bbox_3: 0.1895 loss_giou_3: 0.3571 loss_ce_4: 0.3004 loss_bbox_4: 0.185 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:21] d2.utils.events INFO: eta: 22:02:00 iter: 167539 total_loss: 5.753 loss_ce: 0.2908 loss_bbox: 0.1907 loss_giou: 0.3347 loss_ce_0: 0.4966 loss_bbox_0: 0.3475 loss_giou_0: 0.5177 loss_ce_1: 0.4018 loss_bbox_1: 0.2302 loss_giou_1: 0.3783 loss_ce_2: 0.3346 loss_bbox_2: 0.2066 loss_giou_2: 0.3482 loss_ce_3: 0.3011 loss_bbox_3: 0.1984 loss_giou_3: 0.343 loss_ce_4: 0.2935 loss_bbox_4: 0.1968 loss_giou_4: 0.3379 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:26] d2.utils.events INFO: eta: 22:01:55 iter: 167559 total_loss: 6.139 loss_ce: 0.3326 loss_bbox: 0.2156 loss_giou: 0.3552 loss_ce_0: 0.5328 loss_bbox_0: 0.3463 loss_giou_0: 0.5399 loss_ce_1: 0.4201 loss_bbox_1: 0.252 loss_giou_1: 0.4027 loss_ce_2: 0.3622 loss_bbox_2: 0.2362 loss_giou_2: 0.3815 loss_ce_3: 0.3399 loss_bbox_3: 0.2264 loss_giou_3: 0.3639 loss_ce_4: 0.33 loss_bbox_4: 0.22 loss_giou_4: 0.3639 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:32] d2.utils.events INFO: eta: 22:01:56 iter: 167579 total_loss: 5.807 loss_ce: 0.2958 loss_bbox: 0.1839 loss_giou: 0.3552 loss_ce_0: 0.5078 loss_bbox_0: 0.3034 loss_giou_0: 0.5144 loss_ce_1: 0.3865 loss_bbox_1: 0.2174 loss_giou_1: 0.4056 loss_ce_2: 0.3322 loss_bbox_2: 0.1955 loss_giou_2: 0.371 loss_ce_3: 0.3129 loss_bbox_3: 0.1853 loss_giou_3: 0.3629 loss_ce_4: 0.2949 loss_bbox_4: 0.1825 loss_giou_4: 0.3616 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:38] d2.utils.events INFO: eta: 22:02:14 iter: 167599 total_loss: 6.033 loss_ce: 0.3152 loss_bbox: 0.1965 loss_giou: 0.356 loss_ce_0: 0.5203 loss_bbox_0: 0.3214 loss_giou_0: 0.5141 loss_ce_1: 0.4179 loss_bbox_1: 0.2344 loss_giou_1: 0.3969 loss_ce_2: 0.3596 loss_bbox_2: 0.2079 loss_giou_2: 0.3788 loss_ce_3: 0.3315 loss_bbox_3: 0.201 loss_giou_3: 0.3617 loss_ce_4: 0.3196 loss_bbox_4: 0.1992 loss_giou_4: 0.3562 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:44] d2.utils.events INFO: eta: 22:02:20 iter: 167619 total_loss: 6.151 loss_ce: 0.3312 loss_bbox: 0.1931 loss_giou: 0.3562 loss_ce_0: 0.5262 loss_bbox_0: 0.33 loss_giou_0: 0.515 loss_ce_1: 0.4299 loss_bbox_1: 0.2265 loss_giou_1: 0.3992 loss_ce_2: 0.367 loss_bbox_2: 0.2036 loss_giou_2: 0.3703 loss_ce_3: 0.3434 loss_bbox_3: 0.1982 loss_giou_3: 0.3611 loss_ce_4: 0.3303 loss_bbox_4: 0.1954 loss_giou_4: 0.3562 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:49] d2.utils.events INFO: eta: 22:02:11 iter: 167639 total_loss: 5.918 loss_ce: 0.313 loss_bbox: 0.2029 loss_giou: 0.3454 loss_ce_0: 0.4921 loss_bbox_0: 0.3363 loss_giou_0: 0.5107 loss_ce_1: 0.4154 loss_bbox_1: 0.2364 loss_giou_1: 0.394 loss_ce_2: 0.3512 loss_bbox_2: 0.2136 loss_giou_2: 0.362 loss_ce_3: 0.3169 loss_bbox_3: 0.2075 loss_giou_3: 0.3516 loss_ce_4: 0.3035 loss_bbox_4: 0.2054 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 02:52:55] d2.utils.events INFO: eta: 22:02:20 iter: 167659 total_loss: 5.985 loss_ce: 0.3056 loss_bbox: 0.1892 loss_giou: 0.3479 loss_ce_0: 0.5206 loss_bbox_0: 0.3292 loss_giou_0: 0.515 loss_ce_1: 0.4099 loss_bbox_1: 0.2242 loss_giou_1: 0.3868 loss_ce_2: 0.3545 loss_bbox_2: 0.2007 loss_giou_2: 0.3731 loss_ce_3: 0.319 loss_bbox_3: 0.1902 loss_giou_3: 0.3634 loss_ce_4: 0.3115 loss_bbox_4: 0.1914 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:01] d2.utils.events INFO: eta: 22:02:15 iter: 167679 total_loss: 5.759 loss_ce: 0.3031 loss_bbox: 0.1944 loss_giou: 0.3221 loss_ce_0: 0.5055 loss_bbox_0: 0.3316 loss_giou_0: 0.528 loss_ce_1: 0.3952 loss_bbox_1: 0.2315 loss_giou_1: 0.382 loss_ce_2: 0.3362 loss_bbox_2: 0.2112 loss_giou_2: 0.3404 loss_ce_3: 0.315 loss_bbox_3: 0.2014 loss_giou_3: 0.3353 loss_ce_4: 0.3047 loss_bbox_4: 0.2008 loss_giou_4: 0.3291 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:06] d2.utils.events INFO: eta: 22:02:34 iter: 167699 total_loss: 5.949 loss_ce: 0.2995 loss_bbox: 0.1932 loss_giou: 0.3388 loss_ce_0: 0.4915 loss_bbox_0: 0.3249 loss_giou_0: 0.502 loss_ce_1: 0.4081 loss_bbox_1: 0.2362 loss_giou_1: 0.3794 loss_ce_2: 0.3527 loss_bbox_2: 0.2025 loss_giou_2: 0.3539 loss_ce_3: 0.3107 loss_bbox_3: 0.1975 loss_giou_3: 0.347 loss_ce_4: 0.3057 loss_bbox_4: 0.1978 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:12] d2.utils.events INFO: eta: 22:02:22 iter: 167719 total_loss: 5.62 loss_ce: 0.3019 loss_bbox: 0.1836 loss_giou: 0.3269 loss_ce_0: 0.4931 loss_bbox_0: 0.306 loss_giou_0: 0.5038 loss_ce_1: 0.3986 loss_bbox_1: 0.2091 loss_giou_1: 0.3779 loss_ce_2: 0.3435 loss_bbox_2: 0.1819 loss_giou_2: 0.3437 loss_ce_3: 0.3098 loss_bbox_3: 0.1824 loss_giou_3: 0.3358 loss_ce_4: 0.2978 loss_bbox_4: 0.1789 loss_giou_4: 0.3293 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:18] d2.utils.events INFO: eta: 22:02:27 iter: 167739 total_loss: 6.161 loss_ce: 0.3197 loss_bbox: 0.2024 loss_giou: 0.3623 loss_ce_0: 0.5111 loss_bbox_0: 0.3324 loss_giou_0: 0.5474 loss_ce_1: 0.4108 loss_bbox_1: 0.2393 loss_giou_1: 0.4052 loss_ce_2: 0.3515 loss_bbox_2: 0.2144 loss_giou_2: 0.3748 loss_ce_3: 0.3276 loss_bbox_3: 0.2048 loss_giou_3: 0.3624 loss_ce_4: 0.3131 loss_bbox_4: 0.2066 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:23] d2.utils.events INFO: eta: 22:02:17 iter: 167759 total_loss: 5.732 loss_ce: 0.2942 loss_bbox: 0.1919 loss_giou: 0.3277 loss_ce_0: 0.4931 loss_bbox_0: 0.3233 loss_giou_0: 0.5195 loss_ce_1: 0.3948 loss_bbox_1: 0.2243 loss_giou_1: 0.3772 loss_ce_2: 0.3323 loss_bbox_2: 0.2052 loss_giou_2: 0.3541 loss_ce_3: 0.3 loss_bbox_3: 0.1948 loss_giou_3: 0.3347 loss_ce_4: 0.2981 loss_bbox_4: 0.193 loss_giou_4: 0.3291 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:29] d2.utils.events INFO: eta: 22:01:57 iter: 167779 total_loss: 5.853 loss_ce: 0.2992 loss_bbox: 0.1806 loss_giou: 0.3523 loss_ce_0: 0.4916 loss_bbox_0: 0.314 loss_giou_0: 0.548 loss_ce_1: 0.3929 loss_bbox_1: 0.2163 loss_giou_1: 0.3962 loss_ce_2: 0.3256 loss_bbox_2: 0.2007 loss_giou_2: 0.3674 loss_ce_3: 0.3079 loss_bbox_3: 0.1938 loss_giou_3: 0.3598 loss_ce_4: 0.3091 loss_bbox_4: 0.1917 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:35] d2.utils.events INFO: eta: 22:01:41 iter: 167799 total_loss: 5.822 loss_ce: 0.2996 loss_bbox: 0.194 loss_giou: 0.3345 loss_ce_0: 0.4988 loss_bbox_0: 0.3293 loss_giou_0: 0.5391 loss_ce_1: 0.4149 loss_bbox_1: 0.2273 loss_giou_1: 0.3848 loss_ce_2: 0.3488 loss_bbox_2: 0.2044 loss_giou_2: 0.353 loss_ce_3: 0.3164 loss_bbox_3: 0.1976 loss_giou_3: 0.3422 loss_ce_4: 0.3069 loss_bbox_4: 0.1955 loss_giou_4: 0.3379 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:40] d2.utils.events INFO: eta: 22:01:45 iter: 167819 total_loss: 5.768 loss_ce: 0.3035 loss_bbox: 0.1738 loss_giou: 0.3326 loss_ce_0: 0.5072 loss_bbox_0: 0.3073 loss_giou_0: 0.5177 loss_ce_1: 0.3951 loss_bbox_1: 0.2075 loss_giou_1: 0.382 loss_ce_2: 0.3507 loss_bbox_2: 0.1843 loss_giou_2: 0.3475 loss_ce_3: 0.3092 loss_bbox_3: 0.1791 loss_giou_3: 0.3392 loss_ce_4: 0.3038 loss_bbox_4: 0.1717 loss_giou_4: 0.3343 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:46] d2.utils.events INFO: eta: 22:01:29 iter: 167839 total_loss: 6.003 loss_ce: 0.3396 loss_bbox: 0.1943 loss_giou: 0.3547 loss_ce_0: 0.5328 loss_bbox_0: 0.332 loss_giou_0: 0.5573 loss_ce_1: 0.4331 loss_bbox_1: 0.2266 loss_giou_1: 0.4046 loss_ce_2: 0.3613 loss_bbox_2: 0.2142 loss_giou_2: 0.3745 loss_ce_3: 0.3532 loss_bbox_3: 0.2046 loss_giou_3: 0.3701 loss_ce_4: 0.3408 loss_bbox_4: 0.1952 loss_giou_4: 0.3595 time: 0.2802 data_time: 0.0367 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:52] d2.utils.events INFO: eta: 22:01:18 iter: 167859 total_loss: 5.899 loss_ce: 0.3058 loss_bbox: 0.2131 loss_giou: 0.3312 loss_ce_0: 0.5141 loss_bbox_0: 0.342 loss_giou_0: 0.504 loss_ce_1: 0.4089 loss_bbox_1: 0.2313 loss_giou_1: 0.3731 loss_ce_2: 0.3502 loss_bbox_2: 0.2091 loss_giou_2: 0.3474 loss_ce_3: 0.3233 loss_bbox_3: 0.2139 loss_giou_3: 0.3371 loss_ce_4: 0.3059 loss_bbox_4: 0.211 loss_giou_4: 0.3334 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 02:53:57] d2.utils.events INFO: eta: 22:02:00 iter: 167879 total_loss: 5.617 loss_ce: 0.3035 loss_bbox: 0.1877 loss_giou: 0.3369 loss_ce_0: 0.4856 loss_bbox_0: 0.3116 loss_giou_0: 0.5333 loss_ce_1: 0.3924 loss_bbox_1: 0.2177 loss_giou_1: 0.3895 loss_ce_2: 0.3373 loss_bbox_2: 0.2005 loss_giou_2: 0.3626 loss_ce_3: 0.3155 loss_bbox_3: 0.197 loss_giou_3: 0.3474 loss_ce_4: 0.3073 loss_bbox_4: 0.1945 loss_giou_4: 0.339 time: 0.2802 data_time: 0.0360 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:03] d2.utils.events INFO: eta: 22:02:02 iter: 167899 total_loss: 5.541 loss_ce: 0.2895 loss_bbox: 0.1819 loss_giou: 0.338 loss_ce_0: 0.5022 loss_bbox_0: 0.2985 loss_giou_0: 0.531 loss_ce_1: 0.4053 loss_bbox_1: 0.2052 loss_giou_1: 0.3996 loss_ce_2: 0.3324 loss_bbox_2: 0.194 loss_giou_2: 0.3608 loss_ce_3: 0.3097 loss_bbox_3: 0.1888 loss_giou_3: 0.3476 loss_ce_4: 0.2884 loss_bbox_4: 0.1813 loss_giou_4: 0.3405 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:09] d2.utils.events INFO: eta: 22:01:34 iter: 167919 total_loss: 5.522 loss_ce: 0.2884 loss_bbox: 0.1725 loss_giou: 0.3402 loss_ce_0: 0.4827 loss_bbox_0: 0.304 loss_giou_0: 0.4985 loss_ce_1: 0.395 loss_bbox_1: 0.2093 loss_giou_1: 0.3831 loss_ce_2: 0.3263 loss_bbox_2: 0.1885 loss_giou_2: 0.3541 loss_ce_3: 0.2882 loss_bbox_3: 0.1797 loss_giou_3: 0.3388 loss_ce_4: 0.2827 loss_bbox_4: 0.1718 loss_giou_4: 0.3433 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:14] d2.utils.events INFO: eta: 22:01:28 iter: 167939 total_loss: 5.862 loss_ce: 0.3021 loss_bbox: 0.2003 loss_giou: 0.3264 loss_ce_0: 0.4852 loss_bbox_0: 0.33 loss_giou_0: 0.5186 loss_ce_1: 0.4054 loss_bbox_1: 0.2302 loss_giou_1: 0.3766 loss_ce_2: 0.341 loss_bbox_2: 0.2116 loss_giou_2: 0.3404 loss_ce_3: 0.308 loss_bbox_3: 0.2061 loss_giou_3: 0.3361 loss_ce_4: 0.3065 loss_bbox_4: 0.2071 loss_giou_4: 0.3294 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:20] d2.utils.events INFO: eta: 22:01:37 iter: 167959 total_loss: 6.001 loss_ce: 0.3085 loss_bbox: 0.1837 loss_giou: 0.3522 loss_ce_0: 0.5317 loss_bbox_0: 0.3239 loss_giou_0: 0.5355 loss_ce_1: 0.4222 loss_bbox_1: 0.2191 loss_giou_1: 0.3925 loss_ce_2: 0.3577 loss_bbox_2: 0.1986 loss_giou_2: 0.3672 loss_ce_3: 0.3247 loss_bbox_3: 0.1944 loss_giou_3: 0.3556 loss_ce_4: 0.3102 loss_bbox_4: 0.1859 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:26] d2.utils.events INFO: eta: 22:01:17 iter: 167979 total_loss: 5.769 loss_ce: 0.3237 loss_bbox: 0.1827 loss_giou: 0.3296 loss_ce_0: 0.5233 loss_bbox_0: 0.3203 loss_giou_0: 0.4996 loss_ce_1: 0.419 loss_bbox_1: 0.2185 loss_giou_1: 0.3749 loss_ce_2: 0.3569 loss_bbox_2: 0.199 loss_giou_2: 0.3544 loss_ce_3: 0.3317 loss_bbox_3: 0.1838 loss_giou_3: 0.341 loss_ce_4: 0.3274 loss_bbox_4: 0.1822 loss_giou_4: 0.3264 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:31] d2.utils.events INFO: eta: 22:01:03 iter: 167999 total_loss: 5.666 loss_ce: 0.2836 loss_bbox: 0.1947 loss_giou: 0.3464 loss_ce_0: 0.4788 loss_bbox_0: 0.3171 loss_giou_0: 0.5278 loss_ce_1: 0.374 loss_bbox_1: 0.2255 loss_giou_1: 0.3974 loss_ce_2: 0.3304 loss_bbox_2: 0.1996 loss_giou_2: 0.3641 loss_ce_3: 0.2931 loss_bbox_3: 0.1977 loss_giou_3: 0.3603 loss_ce_4: 0.2925 loss_bbox_4: 0.1938 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:37] d2.utils.events INFO: eta: 22:00:33 iter: 168019 total_loss: 5.646 loss_ce: 0.3233 loss_bbox: 0.1941 loss_giou: 0.3199 loss_ce_0: 0.5053 loss_bbox_0: 0.3206 loss_giou_0: 0.5111 loss_ce_1: 0.4168 loss_bbox_1: 0.229 loss_giou_1: 0.3628 loss_ce_2: 0.3526 loss_bbox_2: 0.2062 loss_giou_2: 0.3316 loss_ce_3: 0.3349 loss_bbox_3: 0.1997 loss_giou_3: 0.3241 loss_ce_4: 0.3179 loss_bbox_4: 0.1952 loss_giou_4: 0.3132 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:43] d2.utils.events INFO: eta: 22:00:27 iter: 168039 total_loss: 5.901 loss_ce: 0.3242 loss_bbox: 0.1921 loss_giou: 0.3319 loss_ce_0: 0.5213 loss_bbox_0: 0.3364 loss_giou_0: 0.532 loss_ce_1: 0.4445 loss_bbox_1: 0.2333 loss_giou_1: 0.3852 loss_ce_2: 0.3676 loss_bbox_2: 0.2088 loss_giou_2: 0.3631 loss_ce_3: 0.3465 loss_bbox_3: 0.2001 loss_giou_3: 0.3517 loss_ce_4: 0.3367 loss_bbox_4: 0.1925 loss_giou_4: 0.3378 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:49] d2.utils.events INFO: eta: 22:00:21 iter: 168059 total_loss: 5.813 loss_ce: 0.2906 loss_bbox: 0.1888 loss_giou: 0.3349 loss_ce_0: 0.4777 loss_bbox_0: 0.3176 loss_giou_0: 0.5285 loss_ce_1: 0.3885 loss_bbox_1: 0.2207 loss_giou_1: 0.3934 loss_ce_2: 0.322 loss_bbox_2: 0.2002 loss_giou_2: 0.3607 loss_ce_3: 0.2999 loss_bbox_3: 0.192 loss_giou_3: 0.3501 loss_ce_4: 0.2931 loss_bbox_4: 0.1917 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 02:54:54] d2.utils.events INFO: eta: 22:00:32 iter: 168079 total_loss: 6.203 loss_ce: 0.3245 loss_bbox: 0.1749 loss_giou: 0.3623 loss_ce_0: 0.532 loss_bbox_0: 0.309 loss_giou_0: 0.5606 loss_ce_1: 0.4302 loss_bbox_1: 0.209 loss_giou_1: 0.4191 loss_ce_2: 0.3667 loss_bbox_2: 0.1878 loss_giou_2: 0.3868 loss_ce_3: 0.3308 loss_bbox_3: 0.1835 loss_giou_3: 0.3741 loss_ce_4: 0.3193 loss_bbox_4: 0.1746 loss_giou_4: 0.3659 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:00] d2.utils.events INFO: eta: 22:00:22 iter: 168099 total_loss: 6.077 loss_ce: 0.31 loss_bbox: 0.1894 loss_giou: 0.372 loss_ce_0: 0.5121 loss_bbox_0: 0.3255 loss_giou_0: 0.5656 loss_ce_1: 0.4103 loss_bbox_1: 0.2119 loss_giou_1: 0.4143 loss_ce_2: 0.3504 loss_bbox_2: 0.2036 loss_giou_2: 0.4007 loss_ce_3: 0.3206 loss_bbox_3: 0.1982 loss_giou_3: 0.381 loss_ce_4: 0.3123 loss_bbox_4: 0.1927 loss_giou_4: 0.3724 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:06] d2.utils.events INFO: eta: 22:00:29 iter: 168119 total_loss: 5.959 loss_ce: 0.2997 loss_bbox: 0.1916 loss_giou: 0.3422 loss_ce_0: 0.5248 loss_bbox_0: 0.3368 loss_giou_0: 0.5238 loss_ce_1: 0.4159 loss_bbox_1: 0.2313 loss_giou_1: 0.4074 loss_ce_2: 0.3398 loss_bbox_2: 0.209 loss_giou_2: 0.3644 loss_ce_3: 0.3197 loss_bbox_3: 0.1965 loss_giou_3: 0.3577 loss_ce_4: 0.3062 loss_bbox_4: 0.1952 loss_giou_4: 0.3486 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:11] d2.utils.events INFO: eta: 22:00:32 iter: 168139 total_loss: 5.915 loss_ce: 0.3002 loss_bbox: 0.1946 loss_giou: 0.3616 loss_ce_0: 0.5015 loss_bbox_0: 0.3327 loss_giou_0: 0.5364 loss_ce_1: 0.4026 loss_bbox_1: 0.2302 loss_giou_1: 0.4008 loss_ce_2: 0.3392 loss_bbox_2: 0.2123 loss_giou_2: 0.3782 loss_ce_3: 0.3084 loss_bbox_3: 0.2 loss_giou_3: 0.3638 loss_ce_4: 0.299 loss_bbox_4: 0.1954 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:17] d2.utils.events INFO: eta: 22:00:23 iter: 168159 total_loss: 5.688 loss_ce: 0.2963 loss_bbox: 0.1912 loss_giou: 0.3351 loss_ce_0: 0.4823 loss_bbox_0: 0.3213 loss_giou_0: 0.5135 loss_ce_1: 0.3959 loss_bbox_1: 0.2317 loss_giou_1: 0.3862 loss_ce_2: 0.3274 loss_bbox_2: 0.2042 loss_giou_2: 0.3544 loss_ce_3: 0.2986 loss_bbox_3: 0.1929 loss_giou_3: 0.3391 loss_ce_4: 0.2886 loss_bbox_4: 0.1903 loss_giou_4: 0.3365 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:23] d2.utils.events INFO: eta: 22:00:04 iter: 168179 total_loss: 5.721 loss_ce: 0.3037 loss_bbox: 0.1885 loss_giou: 0.3438 loss_ce_0: 0.5067 loss_bbox_0: 0.3169 loss_giou_0: 0.5299 loss_ce_1: 0.4042 loss_bbox_1: 0.2166 loss_giou_1: 0.3822 loss_ce_2: 0.3358 loss_bbox_2: 0.2006 loss_giou_2: 0.3521 loss_ce_3: 0.3176 loss_bbox_3: 0.1946 loss_giou_3: 0.3494 loss_ce_4: 0.3018 loss_bbox_4: 0.1918 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:28] d2.utils.events INFO: eta: 21:59:51 iter: 168199 total_loss: 6.009 loss_ce: 0.3175 loss_bbox: 0.1922 loss_giou: 0.3499 loss_ce_0: 0.5374 loss_bbox_0: 0.3182 loss_giou_0: 0.5387 loss_ce_1: 0.424 loss_bbox_1: 0.2227 loss_giou_1: 0.3953 loss_ce_2: 0.3718 loss_bbox_2: 0.2062 loss_giou_2: 0.3676 loss_ce_3: 0.34 loss_bbox_3: 0.1991 loss_giou_3: 0.3543 loss_ce_4: 0.318 loss_bbox_4: 0.1984 loss_giou_4: 0.3556 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:34] d2.utils.events INFO: eta: 21:59:28 iter: 168219 total_loss: 5.561 loss_ce: 0.2813 loss_bbox: 0.1908 loss_giou: 0.3063 loss_ce_0: 0.4943 loss_bbox_0: 0.3129 loss_giou_0: 0.4729 loss_ce_1: 0.3856 loss_bbox_1: 0.2272 loss_giou_1: 0.3481 loss_ce_2: 0.3295 loss_bbox_2: 0.2075 loss_giou_2: 0.3178 loss_ce_3: 0.2899 loss_bbox_3: 0.1995 loss_giou_3: 0.3092 loss_ce_4: 0.2857 loss_bbox_4: 0.1914 loss_giou_4: 0.3093 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:40] d2.utils.events INFO: eta: 21:59:30 iter: 168239 total_loss: 5.738 loss_ce: 0.3067 loss_bbox: 0.1795 loss_giou: 0.3132 loss_ce_0: 0.5001 loss_bbox_0: 0.3373 loss_giou_0: 0.4983 loss_ce_1: 0.3861 loss_bbox_1: 0.227 loss_giou_1: 0.3643 loss_ce_2: 0.3298 loss_bbox_2: 0.1993 loss_giou_2: 0.3297 loss_ce_3: 0.3229 loss_bbox_3: 0.1818 loss_giou_3: 0.3154 loss_ce_4: 0.3035 loss_bbox_4: 0.1765 loss_giou_4: 0.3106 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:45] d2.utils.events INFO: eta: 21:59:24 iter: 168259 total_loss: 5.934 loss_ce: 0.3113 loss_bbox: 0.2016 loss_giou: 0.34 loss_ce_0: 0.5128 loss_bbox_0: 0.3325 loss_giou_0: 0.5254 loss_ce_1: 0.4112 loss_bbox_1: 0.2533 loss_giou_1: 0.4018 loss_ce_2: 0.3381 loss_bbox_2: 0.2235 loss_giou_2: 0.3643 loss_ce_3: 0.3222 loss_bbox_3: 0.213 loss_giou_3: 0.3471 loss_ce_4: 0.3096 loss_bbox_4: 0.2046 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:51] d2.utils.events INFO: eta: 21:59:44 iter: 168279 total_loss: 5.75 loss_ce: 0.2889 loss_bbox: 0.2064 loss_giou: 0.3417 loss_ce_0: 0.4929 loss_bbox_0: 0.3223 loss_giou_0: 0.5175 loss_ce_1: 0.3972 loss_bbox_1: 0.2257 loss_giou_1: 0.3867 loss_ce_2: 0.3307 loss_bbox_2: 0.2185 loss_giou_2: 0.364 loss_ce_3: 0.2949 loss_bbox_3: 0.2053 loss_giou_3: 0.3516 loss_ce_4: 0.2883 loss_bbox_4: 0.2074 loss_giou_4: 0.3438 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:55:57] d2.utils.events INFO: eta: 21:59:31 iter: 168299 total_loss: 5.863 loss_ce: 0.3063 loss_bbox: 0.1735 loss_giou: 0.3623 loss_ce_0: 0.4996 loss_bbox_0: 0.307 loss_giou_0: 0.563 loss_ce_1: 0.407 loss_bbox_1: 0.2088 loss_giou_1: 0.4092 loss_ce_2: 0.3369 loss_bbox_2: 0.1864 loss_giou_2: 0.3811 loss_ce_3: 0.3108 loss_bbox_3: 0.1784 loss_giou_3: 0.3705 loss_ce_4: 0.302 loss_bbox_4: 0.1741 loss_giou_4: 0.3656 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:02] d2.utils.events INFO: eta: 21:59:18 iter: 168319 total_loss: 6.081 loss_ce: 0.299 loss_bbox: 0.1978 loss_giou: 0.3581 loss_ce_0: 0.5211 loss_bbox_0: 0.3435 loss_giou_0: 0.5351 loss_ce_1: 0.4114 loss_bbox_1: 0.2276 loss_giou_1: 0.3998 loss_ce_2: 0.3307 loss_bbox_2: 0.2053 loss_giou_2: 0.3801 loss_ce_3: 0.3012 loss_bbox_3: 0.2005 loss_giou_3: 0.3669 loss_ce_4: 0.2986 loss_bbox_4: 0.1958 loss_giou_4: 0.3535 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:08] d2.utils.events INFO: eta: 21:58:55 iter: 168339 total_loss: 6.155 loss_ce: 0.326 loss_bbox: 0.215 loss_giou: 0.3657 loss_ce_0: 0.5178 loss_bbox_0: 0.3438 loss_giou_0: 0.5224 loss_ce_1: 0.4154 loss_bbox_1: 0.245 loss_giou_1: 0.3983 loss_ce_2: 0.361 loss_bbox_2: 0.2298 loss_giou_2: 0.3776 loss_ce_3: 0.3344 loss_bbox_3: 0.2225 loss_giou_3: 0.3723 loss_ce_4: 0.3297 loss_bbox_4: 0.22 loss_giou_4: 0.3671 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:14] d2.utils.events INFO: eta: 21:58:33 iter: 168359 total_loss: 5.555 loss_ce: 0.2865 loss_bbox: 0.1868 loss_giou: 0.3315 loss_ce_0: 0.4935 loss_bbox_0: 0.3245 loss_giou_0: 0.5096 loss_ce_1: 0.3986 loss_bbox_1: 0.2234 loss_giou_1: 0.3898 loss_ce_2: 0.3343 loss_bbox_2: 0.2036 loss_giou_2: 0.3548 loss_ce_3: 0.2992 loss_bbox_3: 0.1935 loss_giou_3: 0.3457 loss_ce_4: 0.2882 loss_bbox_4: 0.1882 loss_giou_4: 0.3344 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:20] d2.utils.events INFO: eta: 21:58:27 iter: 168379 total_loss: 5.735 loss_ce: 0.2976 loss_bbox: 0.1879 loss_giou: 0.3165 loss_ce_0: 0.493 loss_bbox_0: 0.3157 loss_giou_0: 0.5078 loss_ce_1: 0.3941 loss_bbox_1: 0.2249 loss_giou_1: 0.3718 loss_ce_2: 0.3313 loss_bbox_2: 0.2014 loss_giou_2: 0.3347 loss_ce_3: 0.3035 loss_bbox_3: 0.1968 loss_giou_3: 0.3256 loss_ce_4: 0.3002 loss_bbox_4: 0.1891 loss_giou_4: 0.3203 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:25] d2.utils.events INFO: eta: 21:58:01 iter: 168399 total_loss: 5.627 loss_ce: 0.291 loss_bbox: 0.1913 loss_giou: 0.3252 loss_ce_0: 0.4907 loss_bbox_0: 0.3198 loss_giou_0: 0.5189 loss_ce_1: 0.3963 loss_bbox_1: 0.2306 loss_giou_1: 0.3825 loss_ce_2: 0.321 loss_bbox_2: 0.2095 loss_giou_2: 0.3467 loss_ce_3: 0.3051 loss_bbox_3: 0.2055 loss_giou_3: 0.3332 loss_ce_4: 0.2952 loss_bbox_4: 0.1935 loss_giou_4: 0.3279 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:31] d2.utils.events INFO: eta: 21:58:16 iter: 168419 total_loss: 6.359 loss_ce: 0.3329 loss_bbox: 0.1949 loss_giou: 0.4028 loss_ce_0: 0.5201 loss_bbox_0: 0.3276 loss_giou_0: 0.5888 loss_ce_1: 0.4166 loss_bbox_1: 0.2202 loss_giou_1: 0.4564 loss_ce_2: 0.357 loss_bbox_2: 0.2037 loss_giou_2: 0.4181 loss_ce_3: 0.3368 loss_bbox_3: 0.1999 loss_giou_3: 0.4112 loss_ce_4: 0.328 loss_bbox_4: 0.1993 loss_giou_4: 0.4067 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:37] d2.utils.events INFO: eta: 21:58:10 iter: 168439 total_loss: 5.814 loss_ce: 0.2896 loss_bbox: 0.1968 loss_giou: 0.3426 loss_ce_0: 0.5067 loss_bbox_0: 0.3164 loss_giou_0: 0.5328 loss_ce_1: 0.3762 loss_bbox_1: 0.2202 loss_giou_1: 0.3807 loss_ce_2: 0.3206 loss_bbox_2: 0.2064 loss_giou_2: 0.3519 loss_ce_3: 0.2921 loss_bbox_3: 0.2034 loss_giou_3: 0.3524 loss_ce_4: 0.2906 loss_bbox_4: 0.1984 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:43] d2.utils.events INFO: eta: 21:58:19 iter: 168459 total_loss: 5.789 loss_ce: 0.2942 loss_bbox: 0.1856 loss_giou: 0.3514 loss_ce_0: 0.4992 loss_bbox_0: 0.3149 loss_giou_0: 0.5434 loss_ce_1: 0.3914 loss_bbox_1: 0.22 loss_giou_1: 0.3984 loss_ce_2: 0.335 loss_bbox_2: 0.2008 loss_giou_2: 0.367 loss_ce_3: 0.3034 loss_bbox_3: 0.1938 loss_giou_3: 0.3595 loss_ce_4: 0.295 loss_bbox_4: 0.1882 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:48] d2.utils.events INFO: eta: 21:57:34 iter: 168479 total_loss: 5.696 loss_ce: 0.2774 loss_bbox: 0.1831 loss_giou: 0.3437 loss_ce_0: 0.4975 loss_bbox_0: 0.3236 loss_giou_0: 0.5558 loss_ce_1: 0.3755 loss_bbox_1: 0.2204 loss_giou_1: 0.4039 loss_ce_2: 0.3164 loss_bbox_2: 0.2012 loss_giou_2: 0.3639 loss_ce_3: 0.2812 loss_bbox_3: 0.1858 loss_giou_3: 0.3514 loss_ce_4: 0.2761 loss_bbox_4: 0.1849 loss_giou_4: 0.3408 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:56:54] d2.utils.events INFO: eta: 21:58:08 iter: 168499 total_loss: 6.194 loss_ce: 0.3294 loss_bbox: 0.1942 loss_giou: 0.3573 loss_ce_0: 0.5112 loss_bbox_0: 0.335 loss_giou_0: 0.5337 loss_ce_1: 0.422 loss_bbox_1: 0.227 loss_giou_1: 0.3995 loss_ce_2: 0.3687 loss_bbox_2: 0.2054 loss_giou_2: 0.3723 loss_ce_3: 0.3476 loss_bbox_3: 0.2016 loss_giou_3: 0.3636 loss_ce_4: 0.3349 loss_bbox_4: 0.1984 loss_giou_4: 0.3562 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 02:57:00] d2.utils.events INFO: eta: 21:58:09 iter: 168519 total_loss: 6.03 loss_ce: 0.3403 loss_bbox: 0.1908 loss_giou: 0.3412 loss_ce_0: 0.5228 loss_bbox_0: 0.3473 loss_giou_0: 0.5388 loss_ce_1: 0.4407 loss_bbox_1: 0.2445 loss_giou_1: 0.3907 loss_ce_2: 0.3761 loss_bbox_2: 0.2116 loss_giou_2: 0.3631 loss_ce_3: 0.3355 loss_bbox_3: 0.2008 loss_giou_3: 0.3498 loss_ce_4: 0.3311 loss_bbox_4: 0.1926 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 02:57:05] d2.utils.events INFO: eta: 21:58:00 iter: 168539 total_loss: 5.868 loss_ce: 0.321 loss_bbox: 0.1967 loss_giou: 0.3393 loss_ce_0: 0.5016 loss_bbox_0: 0.3326 loss_giou_0: 0.4982 loss_ce_1: 0.42 loss_bbox_1: 0.2321 loss_giou_1: 0.3774 loss_ce_2: 0.3574 loss_bbox_2: 0.2014 loss_giou_2: 0.3572 loss_ce_3: 0.3324 loss_bbox_3: 0.198 loss_giou_3: 0.3473 loss_ce_4: 0.321 loss_bbox_4: 0.1963 loss_giou_4: 0.3359 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 02:57:11] d2.utils.events INFO: eta: 21:57:59 iter: 168559 total_loss: 5.524 loss_ce: 0.2893 loss_bbox: 0.1844 loss_giou: 0.3306 loss_ce_0: 0.4941 loss_bbox_0: 0.2977 loss_giou_0: 0.5198 loss_ce_1: 0.3949 loss_bbox_1: 0.2118 loss_giou_1: 0.377 loss_ce_2: 0.3256 loss_bbox_2: 0.1929 loss_giou_2: 0.3517 loss_ce_3: 0.2995 loss_bbox_3: 0.189 loss_giou_3: 0.3386 loss_ce_4: 0.2859 loss_bbox_4: 0.1854 loss_giou_4: 0.3338 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 02:57:17] d2.utils.events INFO: eta: 21:57:51 iter: 168579 total_loss: 6.088 loss_ce: 0.3321 loss_bbox: 0.2127 loss_giou: 0.3451 loss_ce_0: 0.5455 loss_bbox_0: 0.3465 loss_giou_0: 0.5105 loss_ce_1: 0.4253 loss_bbox_1: 0.2463 loss_giou_1: 0.3748 loss_ce_2: 0.3527 loss_bbox_2: 0.2213 loss_giou_2: 0.357 loss_ce_3: 0.3422 loss_bbox_3: 0.2105 loss_giou_3: 0.3505 loss_ce_4: 0.3341 loss_bbox_4: 0.2062 loss_giou_4: 0.3467 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 02:57:20] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 02:57:20] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 02:57:20] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 02:57:20] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 02:57:21] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 02:57:21] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 02:57:27] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0396 s/iter. Eval: 0.0003 s/iter. Total: 0.0409 s/iter. ETA=0:00:25 [11/03 02:57:33] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0028 s/iter. Inference: 0.0482 s/iter. Eval: 0.0003 s/iter. Total: 0.0513 s/iter. ETA=0:00:26 [11/03 02:57:38] d2.evaluation.evaluator INFO: Inference done 206/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0003 s/iter. Total: 0.0513 s/iter. ETA=0:00:21 [11/03 02:57:43] d2.evaluation.evaluator INFO: Inference done 303/625. Dataloading: 0.0026 s/iter. Inference: 0.0484 s/iter. Eval: 0.0003 s/iter. Total: 0.0514 s/iter. ETA=0:00:16 [11/03 02:57:48] d2.evaluation.evaluator INFO: Inference done 400/625. Dataloading: 0.0026 s/iter. Inference: 0.0485 s/iter. Eval: 0.0003 s/iter. Total: 0.0515 s/iter. ETA=0:00:11 [11/03 02:57:53] d2.evaluation.evaluator INFO: Inference done 487/625. Dataloading: 0.0026 s/iter. Inference: 0.0496 s/iter. Eval: 0.0003 s/iter. Total: 0.0527 s/iter. ETA=0:00:07 [11/03 02:57:58] d2.evaluation.evaluator INFO: Inference done 581/625. Dataloading: 0.0026 s/iter. Inference: 0.0499 s/iter. Eval: 0.0003 s/iter. Total: 0.0529 s/iter. ETA=0:00:02 [11/03 02:58:00] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.028324 (0.053271 s / iter per device, on 8 devices) [11/03 02:58:00] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049614 s / iter per device, on 8 devices) [11/03 02:58:07] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 02:58:07] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 02:58:09] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 02:58:12] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 02:58:24] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.43 seconds. [11/03 02:58:24] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 02:58:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.32 seconds. [11/03 02:58:26] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.178 | 59.880 | 43.967 | 23.814 | 43.933 | 56.479 | [11/03 02:58:26] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 52.113 | bicycle | 29.880 | car | 41.618 | | motorcycle | 40.617 | airplane | 68.017 | bus | 65.348 | | train | 62.467 | truck | 37.307 | boat | 24.787 | | traffic light | 26.055 | fire hydrant | 66.512 | stop sign | 65.189 | | parking meter | 46.475 | bench | 26.181 | bird | 36.705 | | cat | 67.897 | dog | 65.385 | horse | 60.379 | | sheep | 50.142 | cow | 57.954 | elephant | 66.082 | | bear | 75.984 | zebra | 65.424 | giraffe | 66.026 | | backpack | 14.591 | umbrella | 34.902 | handbag | 14.299 | | tie | 29.623 | suitcase | 37.690 | frisbee | 66.525 | | skis | 23.767 | snowboard | 41.844 | sports ball | 45.763 | | kite | 43.885 | baseball bat | 30.332 | baseball glove | 38.124 | | skateboard | 50.335 | surfboard | 36.663 | tennis racket | 46.247 | | bottle | 35.695 | wine glass | 32.948 | cup | 39.378 | | fork | 31.577 | knife | 12.817 | spoon | 15.635 | | bowl | 40.809 | banana | 23.343 | apple | 17.783 | | sandwich | 35.587 | orange | 32.008 | broccoli | 21.494 | | carrot | 20.681 | hot dog | 33.721 | pizza | 51.267 | | donut | 42.529 | cake | 36.594 | chair | 24.556 | | couch | 43.203 | potted plant | 24.692 | bed | 45.515 | | dining table | 28.956 | toilet | 60.938 | tv | 57.428 | | laptop | 56.379 | mouse | 57.056 | remote | 31.773 | | keyboard | 52.177 | cell phone | 36.628 | microwave | 58.842 | | oven | 34.534 | toaster | 29.793 | sink | 35.289 | | refrigerator | 57.838 | book | 11.114 | clock | 50.836 | | vase | 36.555 | scissors | 30.914 | teddy bear | 48.750 | | hair drier | 11.684 | toothbrush | 25.808 | | | [11/03 02:58:27] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 02:58:27] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 02:58:27] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 02:58:27] d2.evaluation.testing INFO: copypaste: 41.1782,59.8797,43.9672,23.8140,43.9327,56.4786 [11/03 02:58:29] d2.utils.events INFO: eta: 21:57:43 iter: 168599 total_loss: 5.773 loss_ce: 0.301 loss_bbox: 0.1887 loss_giou: 0.3255 loss_ce_0: 0.5016 loss_bbox_0: 0.3302 loss_giou_0: 0.5241 loss_ce_1: 0.3958 loss_bbox_1: 0.2257 loss_giou_1: 0.3952 loss_ce_2: 0.3377 loss_bbox_2: 0.2035 loss_giou_2: 0.3491 loss_ce_3: 0.3087 loss_bbox_3: 0.1965 loss_giou_3: 0.3351 loss_ce_4: 0.3022 loss_bbox_4: 0.1931 loss_giou_4: 0.3287 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 02:58:35] d2.utils.events INFO: eta: 21:57:05 iter: 168619 total_loss: 5.734 loss_ce: 0.3018 loss_bbox: 0.1876 loss_giou: 0.3276 loss_ce_0: 0.5012 loss_bbox_0: 0.3114 loss_giou_0: 0.4932 loss_ce_1: 0.4126 loss_bbox_1: 0.226 loss_giou_1: 0.3697 loss_ce_2: 0.3449 loss_bbox_2: 0.1956 loss_giou_2: 0.343 loss_ce_3: 0.3128 loss_bbox_3: 0.1862 loss_giou_3: 0.3379 loss_ce_4: 0.2996 loss_bbox_4: 0.1856 loss_giou_4: 0.3318 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 02:58:41] d2.utils.events INFO: eta: 21:56:54 iter: 168639 total_loss: 5.966 loss_ce: 0.3165 loss_bbox: 0.1958 loss_giou: 0.3339 loss_ce_0: 0.5111 loss_bbox_0: 0.3358 loss_giou_0: 0.5231 loss_ce_1: 0.4115 loss_bbox_1: 0.2225 loss_giou_1: 0.3882 loss_ce_2: 0.3485 loss_bbox_2: 0.204 loss_giou_2: 0.3523 loss_ce_3: 0.3222 loss_bbox_3: 0.1996 loss_giou_3: 0.3437 loss_ce_4: 0.3165 loss_bbox_4: 0.1961 loss_giou_4: 0.3385 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 02:58:47] d2.utils.events INFO: eta: 21:56:41 iter: 168659 total_loss: 5.951 loss_ce: 0.318 loss_bbox: 0.1824 loss_giou: 0.3435 loss_ce_0: 0.5306 loss_bbox_0: 0.3165 loss_giou_0: 0.5277 loss_ce_1: 0.4164 loss_bbox_1: 0.2113 loss_giou_1: 0.3926 loss_ce_2: 0.3596 loss_bbox_2: 0.2008 loss_giou_2: 0.3535 loss_ce_3: 0.3318 loss_bbox_3: 0.1915 loss_giou_3: 0.3473 loss_ce_4: 0.3284 loss_bbox_4: 0.1859 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 02:58:52] d2.utils.events INFO: eta: 21:56:31 iter: 168679 total_loss: 5.643 loss_ce: 0.2933 loss_bbox: 0.183 loss_giou: 0.3308 loss_ce_0: 0.5158 loss_bbox_0: 0.3212 loss_giou_0: 0.5392 loss_ce_1: 0.4084 loss_bbox_1: 0.2199 loss_giou_1: 0.3744 loss_ce_2: 0.3345 loss_bbox_2: 0.2011 loss_giou_2: 0.346 loss_ce_3: 0.3108 loss_bbox_3: 0.1954 loss_giou_3: 0.3372 loss_ce_4: 0.2965 loss_bbox_4: 0.188 loss_giou_4: 0.331 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 02:58:58] d2.utils.events INFO: eta: 21:56:01 iter: 168699 total_loss: 6.004 loss_ce: 0.3042 loss_bbox: 0.2026 loss_giou: 0.3476 loss_ce_0: 0.5357 loss_bbox_0: 0.3156 loss_giou_0: 0.5417 loss_ce_1: 0.4119 loss_bbox_1: 0.2347 loss_giou_1: 0.3863 loss_ce_2: 0.3404 loss_bbox_2: 0.2123 loss_giou_2: 0.3596 loss_ce_3: 0.3256 loss_bbox_3: 0.2088 loss_giou_3: 0.3477 loss_ce_4: 0.3063 loss_bbox_4: 0.2059 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:04] d2.utils.events INFO: eta: 21:55:38 iter: 168719 total_loss: 5.813 loss_ce: 0.3245 loss_bbox: 0.1813 loss_giou: 0.3264 loss_ce_0: 0.5069 loss_bbox_0: 0.3202 loss_giou_0: 0.5321 loss_ce_1: 0.4072 loss_bbox_1: 0.2216 loss_giou_1: 0.3855 loss_ce_2: 0.3601 loss_bbox_2: 0.2024 loss_giou_2: 0.3505 loss_ce_3: 0.3341 loss_bbox_3: 0.1929 loss_giou_3: 0.3382 loss_ce_4: 0.3232 loss_bbox_4: 0.1841 loss_giou_4: 0.3307 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:09] d2.utils.events INFO: eta: 21:55:33 iter: 168739 total_loss: 5.846 loss_ce: 0.3211 loss_bbox: 0.1935 loss_giou: 0.3402 loss_ce_0: 0.5393 loss_bbox_0: 0.3437 loss_giou_0: 0.5223 loss_ce_1: 0.4383 loss_bbox_1: 0.2415 loss_giou_1: 0.3892 loss_ce_2: 0.3548 loss_bbox_2: 0.2133 loss_giou_2: 0.363 loss_ce_3: 0.333 loss_bbox_3: 0.1972 loss_giou_3: 0.3521 loss_ce_4: 0.3254 loss_bbox_4: 0.1942 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:15] d2.utils.events INFO: eta: 21:55:44 iter: 168759 total_loss: 5.484 loss_ce: 0.2697 loss_bbox: 0.1771 loss_giou: 0.3476 loss_ce_0: 0.4818 loss_bbox_0: 0.3257 loss_giou_0: 0.5157 loss_ce_1: 0.3761 loss_bbox_1: 0.2181 loss_giou_1: 0.4055 loss_ce_2: 0.3139 loss_bbox_2: 0.1936 loss_giou_2: 0.3603 loss_ce_3: 0.2802 loss_bbox_3: 0.184 loss_giou_3: 0.3511 loss_ce_4: 0.2717 loss_bbox_4: 0.1825 loss_giou_4: 0.3528 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:21] d2.utils.events INFO: eta: 21:56:03 iter: 168779 total_loss: 6.067 loss_ce: 0.3094 loss_bbox: 0.1899 loss_giou: 0.3743 loss_ce_0: 0.513 loss_bbox_0: 0.3131 loss_giou_0: 0.5664 loss_ce_1: 0.4019 loss_bbox_1: 0.2214 loss_giou_1: 0.4322 loss_ce_2: 0.3462 loss_bbox_2: 0.2049 loss_giou_2: 0.3925 loss_ce_3: 0.3144 loss_bbox_3: 0.1953 loss_giou_3: 0.3866 loss_ce_4: 0.307 loss_bbox_4: 0.1948 loss_giou_4: 0.3817 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:26] d2.utils.events INFO: eta: 21:55:16 iter: 168799 total_loss: 6.13 loss_ce: 0.3424 loss_bbox: 0.1901 loss_giou: 0.3318 loss_ce_0: 0.5363 loss_bbox_0: 0.3433 loss_giou_0: 0.5171 loss_ce_1: 0.4443 loss_bbox_1: 0.2271 loss_giou_1: 0.3888 loss_ce_2: 0.3904 loss_bbox_2: 0.2077 loss_giou_2: 0.3549 loss_ce_3: 0.3556 loss_bbox_3: 0.1951 loss_giou_3: 0.3421 loss_ce_4: 0.341 loss_bbox_4: 0.1859 loss_giou_4: 0.3377 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:32] d2.utils.events INFO: eta: 21:55:14 iter: 168819 total_loss: 5.945 loss_ce: 0.3259 loss_bbox: 0.1804 loss_giou: 0.3438 loss_ce_0: 0.5195 loss_bbox_0: 0.3289 loss_giou_0: 0.5407 loss_ce_1: 0.4211 loss_bbox_1: 0.2228 loss_giou_1: 0.3985 loss_ce_2: 0.3711 loss_bbox_2: 0.1976 loss_giou_2: 0.3615 loss_ce_3: 0.3391 loss_bbox_3: 0.1853 loss_giou_3: 0.3581 loss_ce_4: 0.3293 loss_bbox_4: 0.1808 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:38] d2.utils.events INFO: eta: 21:55:03 iter: 168839 total_loss: 5.7 loss_ce: 0.3078 loss_bbox: 0.1911 loss_giou: 0.3433 loss_ce_0: 0.5053 loss_bbox_0: 0.3144 loss_giou_0: 0.5153 loss_ce_1: 0.4103 loss_bbox_1: 0.2119 loss_giou_1: 0.3752 loss_ce_2: 0.3563 loss_bbox_2: 0.1945 loss_giou_2: 0.3529 loss_ce_3: 0.3374 loss_bbox_3: 0.1937 loss_giou_3: 0.3466 loss_ce_4: 0.3052 loss_bbox_4: 0.1928 loss_giou_4: 0.3458 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:43] d2.utils.events INFO: eta: 21:55:31 iter: 168859 total_loss: 6.17 loss_ce: 0.3153 loss_bbox: 0.2014 loss_giou: 0.3744 loss_ce_0: 0.5123 loss_bbox_0: 0.3183 loss_giou_0: 0.5425 loss_ce_1: 0.4028 loss_bbox_1: 0.2362 loss_giou_1: 0.4148 loss_ce_2: 0.3493 loss_bbox_2: 0.218 loss_giou_2: 0.3902 loss_ce_3: 0.3259 loss_bbox_3: 0.2059 loss_giou_3: 0.3816 loss_ce_4: 0.3181 loss_bbox_4: 0.2055 loss_giou_4: 0.3763 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:49] d2.utils.events INFO: eta: 21:54:51 iter: 168879 total_loss: 5.898 loss_ce: 0.3161 loss_bbox: 0.1958 loss_giou: 0.3384 loss_ce_0: 0.5187 loss_bbox_0: 0.329 loss_giou_0: 0.5214 loss_ce_1: 0.4204 loss_bbox_1: 0.2213 loss_giou_1: 0.3839 loss_ce_2: 0.3528 loss_bbox_2: 0.2072 loss_giou_2: 0.3518 loss_ce_3: 0.335 loss_bbox_3: 0.2036 loss_giou_3: 0.3377 loss_ce_4: 0.3168 loss_bbox_4: 0.1981 loss_giou_4: 0.3364 time: 0.2802 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 02:59:55] d2.utils.events INFO: eta: 21:54:43 iter: 168899 total_loss: 6.045 loss_ce: 0.3318 loss_bbox: 0.1936 loss_giou: 0.3492 loss_ce_0: 0.5423 loss_bbox_0: 0.3333 loss_giou_0: 0.5285 loss_ce_1: 0.4253 loss_bbox_1: 0.2323 loss_giou_1: 0.3978 loss_ce_2: 0.3661 loss_bbox_2: 0.2108 loss_giou_2: 0.3636 loss_ce_3: 0.3404 loss_bbox_3: 0.2027 loss_giou_3: 0.3545 loss_ce_4: 0.3292 loss_bbox_4: 0.1959 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:00] d2.utils.events INFO: eta: 21:54:37 iter: 168919 total_loss: 5.821 loss_ce: 0.3084 loss_bbox: 0.1887 loss_giou: 0.3289 loss_ce_0: 0.5309 loss_bbox_0: 0.3338 loss_giou_0: 0.5225 loss_ce_1: 0.4194 loss_bbox_1: 0.2216 loss_giou_1: 0.3769 loss_ce_2: 0.35 loss_bbox_2: 0.198 loss_giou_2: 0.3439 loss_ce_3: 0.3223 loss_bbox_3: 0.1939 loss_giou_3: 0.3335 loss_ce_4: 0.3068 loss_bbox_4: 0.194 loss_giou_4: 0.3307 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:06] d2.utils.events INFO: eta: 21:54:46 iter: 168939 total_loss: 5.752 loss_ce: 0.2924 loss_bbox: 0.1917 loss_giou: 0.342 loss_ce_0: 0.4911 loss_bbox_0: 0.3192 loss_giou_0: 0.5183 loss_ce_1: 0.3835 loss_bbox_1: 0.2279 loss_giou_1: 0.3978 loss_ce_2: 0.3314 loss_bbox_2: 0.2004 loss_giou_2: 0.366 loss_ce_3: 0.3026 loss_bbox_3: 0.1952 loss_giou_3: 0.349 loss_ce_4: 0.2913 loss_bbox_4: 0.1929 loss_giou_4: 0.343 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:12] d2.utils.events INFO: eta: 21:54:35 iter: 168959 total_loss: 6.128 loss_ce: 0.3202 loss_bbox: 0.1866 loss_giou: 0.355 loss_ce_0: 0.5074 loss_bbox_0: 0.3174 loss_giou_0: 0.5499 loss_ce_1: 0.4011 loss_bbox_1: 0.2223 loss_giou_1: 0.4059 loss_ce_2: 0.3539 loss_bbox_2: 0.2022 loss_giou_2: 0.3736 loss_ce_3: 0.3369 loss_bbox_3: 0.1956 loss_giou_3: 0.3635 loss_ce_4: 0.3267 loss_bbox_4: 0.1834 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:18] d2.utils.events INFO: eta: 21:54:58 iter: 168979 total_loss: 5.862 loss_ce: 0.3193 loss_bbox: 0.1748 loss_giou: 0.3654 loss_ce_0: 0.4964 loss_bbox_0: 0.3049 loss_giou_0: 0.5409 loss_ce_1: 0.4049 loss_bbox_1: 0.2116 loss_giou_1: 0.3976 loss_ce_2: 0.3446 loss_bbox_2: 0.1882 loss_giou_2: 0.37 loss_ce_3: 0.3252 loss_bbox_3: 0.1852 loss_giou_3: 0.363 loss_ce_4: 0.3149 loss_bbox_4: 0.1777 loss_giou_4: 0.3658 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:23] d2.utils.events INFO: eta: 21:54:29 iter: 168999 total_loss: 5.743 loss_ce: 0.3043 loss_bbox: 0.1891 loss_giou: 0.3226 loss_ce_0: 0.4909 loss_bbox_0: 0.3122 loss_giou_0: 0.5239 loss_ce_1: 0.3929 loss_bbox_1: 0.2235 loss_giou_1: 0.3739 loss_ce_2: 0.3467 loss_bbox_2: 0.2072 loss_giou_2: 0.3518 loss_ce_3: 0.3103 loss_bbox_3: 0.1963 loss_giou_3: 0.332 loss_ce_4: 0.3024 loss_bbox_4: 0.1956 loss_giou_4: 0.3236 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:29] d2.utils.events INFO: eta: 21:54:50 iter: 169019 total_loss: 5.954 loss_ce: 0.318 loss_bbox: 0.1806 loss_giou: 0.3675 loss_ce_0: 0.5188 loss_bbox_0: 0.3221 loss_giou_0: 0.5515 loss_ce_1: 0.4189 loss_bbox_1: 0.2175 loss_giou_1: 0.4131 loss_ce_2: 0.3524 loss_bbox_2: 0.1985 loss_giou_2: 0.384 loss_ce_3: 0.3338 loss_bbox_3: 0.188 loss_giou_3: 0.3767 loss_ce_4: 0.3206 loss_bbox_4: 0.18 loss_giou_4: 0.37 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:35] d2.utils.events INFO: eta: 21:54:53 iter: 169039 total_loss: 5.814 loss_ce: 0.3009 loss_bbox: 0.1894 loss_giou: 0.333 loss_ce_0: 0.5224 loss_bbox_0: 0.3412 loss_giou_0: 0.5199 loss_ce_1: 0.4133 loss_bbox_1: 0.2303 loss_giou_1: 0.3911 loss_ce_2: 0.3389 loss_bbox_2: 0.2025 loss_giou_2: 0.353 loss_ce_3: 0.3127 loss_bbox_3: 0.1946 loss_giou_3: 0.3485 loss_ce_4: 0.2948 loss_bbox_4: 0.1956 loss_giou_4: 0.3366 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:40] d2.utils.events INFO: eta: 21:54:47 iter: 169059 total_loss: 5.777 loss_ce: 0.2825 loss_bbox: 0.1928 loss_giou: 0.3411 loss_ce_0: 0.4961 loss_bbox_0: 0.3252 loss_giou_0: 0.5181 loss_ce_1: 0.3941 loss_bbox_1: 0.2202 loss_giou_1: 0.3769 loss_ce_2: 0.3256 loss_bbox_2: 0.2013 loss_giou_2: 0.3516 loss_ce_3: 0.2919 loss_bbox_3: 0.195 loss_giou_3: 0.3447 loss_ce_4: 0.2879 loss_bbox_4: 0.1925 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:46] d2.utils.events INFO: eta: 21:54:07 iter: 169079 total_loss: 5.763 loss_ce: 0.2735 loss_bbox: 0.1862 loss_giou: 0.3429 loss_ce_0: 0.4767 loss_bbox_0: 0.3229 loss_giou_0: 0.5186 loss_ce_1: 0.3772 loss_bbox_1: 0.2234 loss_giou_1: 0.3963 loss_ce_2: 0.3191 loss_bbox_2: 0.1967 loss_giou_2: 0.3628 loss_ce_3: 0.2916 loss_bbox_3: 0.1859 loss_giou_3: 0.35 loss_ce_4: 0.2786 loss_bbox_4: 0.1873 loss_giou_4: 0.3451 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:52] d2.utils.events INFO: eta: 21:54:21 iter: 169099 total_loss: 5.722 loss_ce: 0.2988 loss_bbox: 0.1938 loss_giou: 0.3436 loss_ce_0: 0.5019 loss_bbox_0: 0.3129 loss_giou_0: 0.5328 loss_ce_1: 0.3935 loss_bbox_1: 0.2176 loss_giou_1: 0.4004 loss_ce_2: 0.3442 loss_bbox_2: 0.1968 loss_giou_2: 0.3559 loss_ce_3: 0.3138 loss_bbox_3: 0.1902 loss_giou_3: 0.3485 loss_ce_4: 0.2951 loss_bbox_4: 0.1895 loss_giou_4: 0.3486 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 03:00:57] d2.utils.events INFO: eta: 21:54:27 iter: 169119 total_loss: 6.058 loss_ce: 0.3263 loss_bbox: 0.1926 loss_giou: 0.353 loss_ce_0: 0.502 loss_bbox_0: 0.3265 loss_giou_0: 0.5467 loss_ce_1: 0.4208 loss_bbox_1: 0.2216 loss_giou_1: 0.3966 loss_ce_2: 0.3508 loss_bbox_2: 0.1992 loss_giou_2: 0.3642 loss_ce_3: 0.3346 loss_bbox_3: 0.1917 loss_giou_3: 0.3565 loss_ce_4: 0.3276 loss_bbox_4: 0.1904 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:03] d2.utils.events INFO: eta: 21:54:22 iter: 169139 total_loss: 5.573 loss_ce: 0.2831 loss_bbox: 0.1813 loss_giou: 0.3324 loss_ce_0: 0.4862 loss_bbox_0: 0.3073 loss_giou_0: 0.5256 loss_ce_1: 0.3764 loss_bbox_1: 0.212 loss_giou_1: 0.3763 loss_ce_2: 0.3266 loss_bbox_2: 0.1913 loss_giou_2: 0.3541 loss_ce_3: 0.2929 loss_bbox_3: 0.1924 loss_giou_3: 0.3447 loss_ce_4: 0.2832 loss_bbox_4: 0.183 loss_giou_4: 0.3346 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:09] d2.utils.events INFO: eta: 21:54:18 iter: 169159 total_loss: 5.693 loss_ce: 0.2845 loss_bbox: 0.1829 loss_giou: 0.3278 loss_ce_0: 0.4962 loss_bbox_0: 0.3138 loss_giou_0: 0.5075 loss_ce_1: 0.4059 loss_bbox_1: 0.2172 loss_giou_1: 0.3767 loss_ce_2: 0.3378 loss_bbox_2: 0.1934 loss_giou_2: 0.3398 loss_ce_3: 0.2931 loss_bbox_3: 0.1899 loss_giou_3: 0.3302 loss_ce_4: 0.2842 loss_bbox_4: 0.1861 loss_giou_4: 0.3302 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:14] d2.utils.events INFO: eta: 21:54:10 iter: 169179 total_loss: 5.737 loss_ce: 0.2997 loss_bbox: 0.1817 loss_giou: 0.3266 loss_ce_0: 0.5036 loss_bbox_0: 0.3147 loss_giou_0: 0.4987 loss_ce_1: 0.4025 loss_bbox_1: 0.2123 loss_giou_1: 0.3666 loss_ce_2: 0.3528 loss_bbox_2: 0.1902 loss_giou_2: 0.3376 loss_ce_3: 0.3146 loss_bbox_3: 0.1876 loss_giou_3: 0.3291 loss_ce_4: 0.3005 loss_bbox_4: 0.1825 loss_giou_4: 0.3279 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:20] d2.utils.events INFO: eta: 21:53:53 iter: 169199 total_loss: 5.505 loss_ce: 0.2844 loss_bbox: 0.188 loss_giou: 0.3313 loss_ce_0: 0.4876 loss_bbox_0: 0.3056 loss_giou_0: 0.5211 loss_ce_1: 0.384 loss_bbox_1: 0.2192 loss_giou_1: 0.3842 loss_ce_2: 0.3191 loss_bbox_2: 0.2038 loss_giou_2: 0.3511 loss_ce_3: 0.292 loss_bbox_3: 0.1895 loss_giou_3: 0.3375 loss_ce_4: 0.2813 loss_bbox_4: 0.1877 loss_giou_4: 0.3299 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:26] d2.utils.events INFO: eta: 21:54:02 iter: 169219 total_loss: 5.704 loss_ce: 0.3002 loss_bbox: 0.1792 loss_giou: 0.3345 loss_ce_0: 0.5024 loss_bbox_0: 0.2876 loss_giou_0: 0.5251 loss_ce_1: 0.4002 loss_bbox_1: 0.2074 loss_giou_1: 0.3843 loss_ce_2: 0.3257 loss_bbox_2: 0.1886 loss_giou_2: 0.3546 loss_ce_3: 0.3067 loss_bbox_3: 0.1796 loss_giou_3: 0.34 loss_ce_4: 0.2941 loss_bbox_4: 0.1806 loss_giou_4: 0.3356 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:31] d2.utils.events INFO: eta: 21:54:00 iter: 169239 total_loss: 5.886 loss_ce: 0.3167 loss_bbox: 0.1929 loss_giou: 0.3488 loss_ce_0: 0.5186 loss_bbox_0: 0.3234 loss_giou_0: 0.5133 loss_ce_1: 0.4022 loss_bbox_1: 0.2211 loss_giou_1: 0.3737 loss_ce_2: 0.3576 loss_bbox_2: 0.2043 loss_giou_2: 0.3602 loss_ce_3: 0.3214 loss_bbox_3: 0.1954 loss_giou_3: 0.3463 loss_ce_4: 0.3188 loss_bbox_4: 0.1951 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:37] d2.utils.events INFO: eta: 21:53:57 iter: 169259 total_loss: 5.676 loss_ce: 0.3139 loss_bbox: 0.1853 loss_giou: 0.3486 loss_ce_0: 0.4929 loss_bbox_0: 0.3148 loss_giou_0: 0.5153 loss_ce_1: 0.3995 loss_bbox_1: 0.2212 loss_giou_1: 0.3943 loss_ce_2: 0.353 loss_bbox_2: 0.197 loss_giou_2: 0.359 loss_ce_3: 0.3192 loss_bbox_3: 0.186 loss_giou_3: 0.3554 loss_ce_4: 0.3118 loss_bbox_4: 0.1858 loss_giou_4: 0.3519 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:43] d2.utils.events INFO: eta: 21:54:04 iter: 169279 total_loss: 5.766 loss_ce: 0.311 loss_bbox: 0.1941 loss_giou: 0.3325 loss_ce_0: 0.5038 loss_bbox_0: 0.323 loss_giou_0: 0.5176 loss_ce_1: 0.4087 loss_bbox_1: 0.2236 loss_giou_1: 0.3832 loss_ce_2: 0.338 loss_bbox_2: 0.1975 loss_giou_2: 0.3547 loss_ce_3: 0.3138 loss_bbox_3: 0.1942 loss_giou_3: 0.3369 loss_ce_4: 0.3054 loss_bbox_4: 0.1967 loss_giou_4: 0.3346 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:49] d2.utils.events INFO: eta: 21:54:09 iter: 169299 total_loss: 5.734 loss_ce: 0.2998 loss_bbox: 0.2029 loss_giou: 0.3246 loss_ce_0: 0.4974 loss_bbox_0: 0.3365 loss_giou_0: 0.5006 loss_ce_1: 0.4001 loss_bbox_1: 0.2304 loss_giou_1: 0.3792 loss_ce_2: 0.3298 loss_bbox_2: 0.2162 loss_giou_2: 0.3417 loss_ce_3: 0.3152 loss_bbox_3: 0.2075 loss_giou_3: 0.3329 loss_ce_4: 0.2969 loss_bbox_4: 0.2016 loss_giou_4: 0.3293 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:01:54] d2.utils.events INFO: eta: 21:54:28 iter: 169319 total_loss: 5.749 loss_ce: 0.3081 loss_bbox: 0.1876 loss_giou: 0.3443 loss_ce_0: 0.4996 loss_bbox_0: 0.3253 loss_giou_0: 0.5148 loss_ce_1: 0.3899 loss_bbox_1: 0.2205 loss_giou_1: 0.389 loss_ce_2: 0.3318 loss_bbox_2: 0.2009 loss_giou_2: 0.3609 loss_ce_3: 0.3153 loss_bbox_3: 0.1961 loss_giou_3: 0.3583 loss_ce_4: 0.3087 loss_bbox_4: 0.1911 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:00] d2.utils.events INFO: eta: 21:54:03 iter: 169339 total_loss: 5.686 loss_ce: 0.2985 loss_bbox: 0.2023 loss_giou: 0.3393 loss_ce_0: 0.5101 loss_bbox_0: 0.3327 loss_giou_0: 0.5142 loss_ce_1: 0.3956 loss_bbox_1: 0.2324 loss_giou_1: 0.396 loss_ce_2: 0.3354 loss_bbox_2: 0.2087 loss_giou_2: 0.3519 loss_ce_3: 0.3076 loss_bbox_3: 0.2101 loss_giou_3: 0.3446 loss_ce_4: 0.3055 loss_bbox_4: 0.2038 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:06] d2.utils.events INFO: eta: 21:53:57 iter: 169359 total_loss: 5.524 loss_ce: 0.2895 loss_bbox: 0.1721 loss_giou: 0.3123 loss_ce_0: 0.4808 loss_bbox_0: 0.2959 loss_giou_0: 0.4739 loss_ce_1: 0.3961 loss_bbox_1: 0.2025 loss_giou_1: 0.351 loss_ce_2: 0.3345 loss_bbox_2: 0.19 loss_giou_2: 0.3302 loss_ce_3: 0.3114 loss_bbox_3: 0.1795 loss_giou_3: 0.3202 loss_ce_4: 0.2919 loss_bbox_4: 0.169 loss_giou_4: 0.3167 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:11] d2.utils.events INFO: eta: 21:53:57 iter: 169379 total_loss: 5.909 loss_ce: 0.3211 loss_bbox: 0.1863 loss_giou: 0.3396 loss_ce_0: 0.5113 loss_bbox_0: 0.322 loss_giou_0: 0.5334 loss_ce_1: 0.4112 loss_bbox_1: 0.2244 loss_giou_1: 0.3919 loss_ce_2: 0.3491 loss_bbox_2: 0.2001 loss_giou_2: 0.3639 loss_ce_3: 0.3262 loss_bbox_3: 0.1927 loss_giou_3: 0.3463 loss_ce_4: 0.3134 loss_bbox_4: 0.1903 loss_giou_4: 0.3426 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:17] d2.utils.events INFO: eta: 21:54:05 iter: 169399 total_loss: 5.791 loss_ce: 0.294 loss_bbox: 0.1975 loss_giou: 0.347 loss_ce_0: 0.5075 loss_bbox_0: 0.3248 loss_giou_0: 0.544 loss_ce_1: 0.415 loss_bbox_1: 0.2373 loss_giou_1: 0.3961 loss_ce_2: 0.3484 loss_bbox_2: 0.2157 loss_giou_2: 0.3655 loss_ce_3: 0.3187 loss_bbox_3: 0.207 loss_giou_3: 0.3528 loss_ce_4: 0.3006 loss_bbox_4: 0.1981 loss_giou_4: 0.3488 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:23] d2.utils.events INFO: eta: 21:53:19 iter: 169419 total_loss: 5.705 loss_ce: 0.2951 loss_bbox: 0.1804 loss_giou: 0.3256 loss_ce_0: 0.5093 loss_bbox_0: 0.3032 loss_giou_0: 0.5131 loss_ce_1: 0.3971 loss_bbox_1: 0.2035 loss_giou_1: 0.3715 loss_ce_2: 0.3455 loss_bbox_2: 0.1893 loss_giou_2: 0.3459 loss_ce_3: 0.3167 loss_bbox_3: 0.1833 loss_giou_3: 0.336 loss_ce_4: 0.3013 loss_bbox_4: 0.18 loss_giou_4: 0.3271 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:28] d2.utils.events INFO: eta: 21:53:02 iter: 169439 total_loss: 5.771 loss_ce: 0.2921 loss_bbox: 0.199 loss_giou: 0.3367 loss_ce_0: 0.5214 loss_bbox_0: 0.3242 loss_giou_0: 0.5105 loss_ce_1: 0.3957 loss_bbox_1: 0.2247 loss_giou_1: 0.3696 loss_ce_2: 0.3218 loss_bbox_2: 0.2198 loss_giou_2: 0.3483 loss_ce_3: 0.2973 loss_bbox_3: 0.2077 loss_giou_3: 0.3344 loss_ce_4: 0.2944 loss_bbox_4: 0.2022 loss_giou_4: 0.3352 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:34] d2.utils.events INFO: eta: 21:52:46 iter: 169459 total_loss: 6.115 loss_ce: 0.3182 loss_bbox: 0.1988 loss_giou: 0.3592 loss_ce_0: 0.531 loss_bbox_0: 0.3381 loss_giou_0: 0.5361 loss_ce_1: 0.4207 loss_bbox_1: 0.2396 loss_giou_1: 0.409 loss_ce_2: 0.3614 loss_bbox_2: 0.2133 loss_giou_2: 0.3761 loss_ce_3: 0.3222 loss_bbox_3: 0.2086 loss_giou_3: 0.3695 loss_ce_4: 0.3164 loss_bbox_4: 0.2072 loss_giou_4: 0.369 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:40] d2.utils.events INFO: eta: 21:52:54 iter: 169479 total_loss: 5.867 loss_ce: 0.3005 loss_bbox: 0.205 loss_giou: 0.3449 loss_ce_0: 0.5128 loss_bbox_0: 0.3146 loss_giou_0: 0.5196 loss_ce_1: 0.3969 loss_bbox_1: 0.2286 loss_giou_1: 0.391 loss_ce_2: 0.3352 loss_bbox_2: 0.2198 loss_giou_2: 0.3584 loss_ce_3: 0.3089 loss_bbox_3: 0.2094 loss_giou_3: 0.3522 loss_ce_4: 0.3047 loss_bbox_4: 0.206 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:46] d2.utils.events INFO: eta: 21:52:35 iter: 169499 total_loss: 5.756 loss_ce: 0.2874 loss_bbox: 0.1939 loss_giou: 0.3384 loss_ce_0: 0.5036 loss_bbox_0: 0.3094 loss_giou_0: 0.5388 loss_ce_1: 0.3867 loss_bbox_1: 0.2217 loss_giou_1: 0.3884 loss_ce_2: 0.3251 loss_bbox_2: 0.2044 loss_giou_2: 0.3587 loss_ce_3: 0.3064 loss_bbox_3: 0.1977 loss_giou_3: 0.3475 loss_ce_4: 0.2925 loss_bbox_4: 0.1959 loss_giou_4: 0.3423 time: 0.2802 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:51] d2.utils.events INFO: eta: 21:52:03 iter: 169519 total_loss: 5.916 loss_ce: 0.3133 loss_bbox: 0.1889 loss_giou: 0.3283 loss_ce_0: 0.5157 loss_bbox_0: 0.3158 loss_giou_0: 0.5208 loss_ce_1: 0.4089 loss_bbox_1: 0.2237 loss_giou_1: 0.3852 loss_ce_2: 0.3515 loss_bbox_2: 0.2033 loss_giou_2: 0.3502 loss_ce_3: 0.3212 loss_bbox_3: 0.1999 loss_giou_3: 0.3389 loss_ce_4: 0.3099 loss_bbox_4: 0.1943 loss_giou_4: 0.3336 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 03:02:57] d2.utils.events INFO: eta: 21:51:38 iter: 169539 total_loss: 5.881 loss_ce: 0.3234 loss_bbox: 0.2166 loss_giou: 0.3377 loss_ce_0: 0.5086 loss_bbox_0: 0.3255 loss_giou_0: 0.4911 loss_ce_1: 0.4146 loss_bbox_1: 0.2499 loss_giou_1: 0.3751 loss_ce_2: 0.3603 loss_bbox_2: 0.2295 loss_giou_2: 0.3522 loss_ce_3: 0.3345 loss_bbox_3: 0.2232 loss_giou_3: 0.3407 loss_ce_4: 0.3217 loss_bbox_4: 0.2201 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:03] d2.utils.events INFO: eta: 21:51:52 iter: 169559 total_loss: 6.153 loss_ce: 0.3144 loss_bbox: 0.1903 loss_giou: 0.3828 loss_ce_0: 0.5242 loss_bbox_0: 0.3216 loss_giou_0: 0.5732 loss_ce_1: 0.4227 loss_bbox_1: 0.2209 loss_giou_1: 0.4219 loss_ce_2: 0.3558 loss_bbox_2: 0.2044 loss_giou_2: 0.3958 loss_ce_3: 0.3341 loss_bbox_3: 0.1979 loss_giou_3: 0.3891 loss_ce_4: 0.3201 loss_bbox_4: 0.1938 loss_giou_4: 0.3847 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:08] d2.utils.events INFO: eta: 21:51:56 iter: 169579 total_loss: 5.981 loss_ce: 0.326 loss_bbox: 0.199 loss_giou: 0.3451 loss_ce_0: 0.5165 loss_bbox_0: 0.3138 loss_giou_0: 0.525 loss_ce_1: 0.4205 loss_bbox_1: 0.229 loss_giou_1: 0.3932 loss_ce_2: 0.3537 loss_bbox_2: 0.2122 loss_giou_2: 0.3676 loss_ce_3: 0.3315 loss_bbox_3: 0.2076 loss_giou_3: 0.3581 loss_ce_4: 0.3192 loss_bbox_4: 0.2017 loss_giou_4: 0.3513 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:14] d2.utils.events INFO: eta: 21:51:45 iter: 169599 total_loss: 5.784 loss_ce: 0.3092 loss_bbox: 0.1817 loss_giou: 0.338 loss_ce_0: 0.5163 loss_bbox_0: 0.3121 loss_giou_0: 0.5229 loss_ce_1: 0.4048 loss_bbox_1: 0.2172 loss_giou_1: 0.3792 loss_ce_2: 0.3376 loss_bbox_2: 0.1928 loss_giou_2: 0.3588 loss_ce_3: 0.3233 loss_bbox_3: 0.187 loss_giou_3: 0.3438 loss_ce_4: 0.3062 loss_bbox_4: 0.182 loss_giou_4: 0.3403 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:20] d2.utils.events INFO: eta: 21:51:39 iter: 169619 total_loss: 5.836 loss_ce: 0.3025 loss_bbox: 0.1882 loss_giou: 0.3367 loss_ce_0: 0.4992 loss_bbox_0: 0.3074 loss_giou_0: 0.5217 loss_ce_1: 0.3932 loss_bbox_1: 0.223 loss_giou_1: 0.3798 loss_ce_2: 0.3284 loss_bbox_2: 0.1986 loss_giou_2: 0.3517 loss_ce_3: 0.3061 loss_bbox_3: 0.1857 loss_giou_3: 0.3405 loss_ce_4: 0.3041 loss_bbox_4: 0.1839 loss_giou_4: 0.3328 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:25] d2.utils.events INFO: eta: 21:51:29 iter: 169639 total_loss: 6.293 loss_ce: 0.3397 loss_bbox: 0.2037 loss_giou: 0.3595 loss_ce_0: 0.5376 loss_bbox_0: 0.3347 loss_giou_0: 0.5475 loss_ce_1: 0.433 loss_bbox_1: 0.2369 loss_giou_1: 0.409 loss_ce_2: 0.3818 loss_bbox_2: 0.2134 loss_giou_2: 0.3806 loss_ce_3: 0.3497 loss_bbox_3: 0.2114 loss_giou_3: 0.3727 loss_ce_4: 0.3432 loss_bbox_4: 0.2058 loss_giou_4: 0.3627 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:31] d2.utils.events INFO: eta: 21:51:42 iter: 169659 total_loss: 5.96 loss_ce: 0.3038 loss_bbox: 0.1928 loss_giou: 0.3549 loss_ce_0: 0.5094 loss_bbox_0: 0.325 loss_giou_0: 0.5662 loss_ce_1: 0.4087 loss_bbox_1: 0.2236 loss_giou_1: 0.4146 loss_ce_2: 0.3463 loss_bbox_2: 0.1986 loss_giou_2: 0.3714 loss_ce_3: 0.3174 loss_bbox_3: 0.1906 loss_giou_3: 0.362 loss_ce_4: 0.3022 loss_bbox_4: 0.1915 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:37] d2.utils.events INFO: eta: 21:51:44 iter: 169679 total_loss: 6.033 loss_ce: 0.3304 loss_bbox: 0.1911 loss_giou: 0.3713 loss_ce_0: 0.5375 loss_bbox_0: 0.3376 loss_giou_0: 0.568 loss_ce_1: 0.4205 loss_bbox_1: 0.2292 loss_giou_1: 0.428 loss_ce_2: 0.3597 loss_bbox_2: 0.2102 loss_giou_2: 0.3886 loss_ce_3: 0.3328 loss_bbox_3: 0.1996 loss_giou_3: 0.377 loss_ce_4: 0.327 loss_bbox_4: 0.193 loss_giou_4: 0.3746 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:42] d2.utils.events INFO: eta: 21:52:00 iter: 169699 total_loss: 5.605 loss_ce: 0.2839 loss_bbox: 0.1774 loss_giou: 0.3409 loss_ce_0: 0.4872 loss_bbox_0: 0.3014 loss_giou_0: 0.5355 loss_ce_1: 0.3758 loss_bbox_1: 0.2067 loss_giou_1: 0.3967 loss_ce_2: 0.3152 loss_bbox_2: 0.1857 loss_giou_2: 0.3641 loss_ce_3: 0.2937 loss_bbox_3: 0.1784 loss_giou_3: 0.3501 loss_ce_4: 0.2792 loss_bbox_4: 0.1766 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:48] d2.utils.events INFO: eta: 21:51:46 iter: 169719 total_loss: 5.922 loss_ce: 0.3083 loss_bbox: 0.1902 loss_giou: 0.343 loss_ce_0: 0.5235 loss_bbox_0: 0.3189 loss_giou_0: 0.5138 loss_ce_1: 0.4135 loss_bbox_1: 0.2354 loss_giou_1: 0.3895 loss_ce_2: 0.3465 loss_bbox_2: 0.2076 loss_giou_2: 0.3598 loss_ce_3: 0.3248 loss_bbox_3: 0.2002 loss_giou_3: 0.3499 loss_ce_4: 0.3066 loss_bbox_4: 0.1943 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:54] d2.utils.events INFO: eta: 21:51:33 iter: 169739 total_loss: 5.729 loss_ce: 0.3013 loss_bbox: 0.1759 loss_giou: 0.3311 loss_ce_0: 0.5022 loss_bbox_0: 0.3131 loss_giou_0: 0.5087 loss_ce_1: 0.4028 loss_bbox_1: 0.2123 loss_giou_1: 0.3787 loss_ce_2: 0.3353 loss_bbox_2: 0.1887 loss_giou_2: 0.3382 loss_ce_3: 0.3133 loss_bbox_3: 0.1837 loss_giou_3: 0.3338 loss_ce_4: 0.2966 loss_bbox_4: 0.1788 loss_giou_4: 0.3318 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 03:03:59] d2.utils.events INFO: eta: 21:51:08 iter: 169759 total_loss: 5.979 loss_ce: 0.3428 loss_bbox: 0.1991 loss_giou: 0.3557 loss_ce_0: 0.5102 loss_bbox_0: 0.3262 loss_giou_0: 0.56 loss_ce_1: 0.4243 loss_bbox_1: 0.2253 loss_giou_1: 0.4079 loss_ce_2: 0.3523 loss_bbox_2: 0.2203 loss_giou_2: 0.3771 loss_ce_3: 0.3356 loss_bbox_3: 0.2028 loss_giou_3: 0.3639 loss_ce_4: 0.3436 loss_bbox_4: 0.2004 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:05] d2.utils.events INFO: eta: 21:50:31 iter: 169779 total_loss: 5.792 loss_ce: 0.3137 loss_bbox: 0.1809 loss_giou: 0.3391 loss_ce_0: 0.5104 loss_bbox_0: 0.3142 loss_giou_0: 0.5398 loss_ce_1: 0.4047 loss_bbox_1: 0.2132 loss_giou_1: 0.3866 loss_ce_2: 0.336 loss_bbox_2: 0.1916 loss_giou_2: 0.3565 loss_ce_3: 0.3169 loss_bbox_3: 0.186 loss_giou_3: 0.3453 loss_ce_4: 0.3095 loss_bbox_4: 0.1841 loss_giou_4: 0.3383 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:11] d2.utils.events INFO: eta: 21:51:05 iter: 169799 total_loss: 6.068 loss_ce: 0.3151 loss_bbox: 0.1861 loss_giou: 0.3439 loss_ce_0: 0.5186 loss_bbox_0: 0.3105 loss_giou_0: 0.559 loss_ce_1: 0.4174 loss_bbox_1: 0.2127 loss_giou_1: 0.3935 loss_ce_2: 0.3485 loss_bbox_2: 0.1984 loss_giou_2: 0.3701 loss_ce_3: 0.3174 loss_bbox_3: 0.1906 loss_giou_3: 0.3554 loss_ce_4: 0.3107 loss_bbox_4: 0.1969 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:16] d2.utils.events INFO: eta: 21:51:14 iter: 169819 total_loss: 6.019 loss_ce: 0.3326 loss_bbox: 0.1953 loss_giou: 0.3726 loss_ce_0: 0.5168 loss_bbox_0: 0.3133 loss_giou_0: 0.549 loss_ce_1: 0.426 loss_bbox_1: 0.227 loss_giou_1: 0.4202 loss_ce_2: 0.3583 loss_bbox_2: 0.2012 loss_giou_2: 0.3917 loss_ce_3: 0.3388 loss_bbox_3: 0.1995 loss_giou_3: 0.3791 loss_ce_4: 0.3328 loss_bbox_4: 0.196 loss_giou_4: 0.3748 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:22] d2.utils.events INFO: eta: 21:51:31 iter: 169839 total_loss: 5.654 loss_ce: 0.3012 loss_bbox: 0.1872 loss_giou: 0.3162 loss_ce_0: 0.4942 loss_bbox_0: 0.3284 loss_giou_0: 0.5147 loss_ce_1: 0.4098 loss_bbox_1: 0.2201 loss_giou_1: 0.3666 loss_ce_2: 0.3477 loss_bbox_2: 0.1971 loss_giou_2: 0.338 loss_ce_3: 0.3188 loss_bbox_3: 0.1921 loss_giou_3: 0.3285 loss_ce_4: 0.3085 loss_bbox_4: 0.1855 loss_giou_4: 0.3258 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:28] d2.utils.events INFO: eta: 21:50:48 iter: 169859 total_loss: 5.888 loss_ce: 0.3244 loss_bbox: 0.1962 loss_giou: 0.35 loss_ce_0: 0.5144 loss_bbox_0: 0.3285 loss_giou_0: 0.5477 loss_ce_1: 0.4133 loss_bbox_1: 0.2222 loss_giou_1: 0.3975 loss_ce_2: 0.3642 loss_bbox_2: 0.2034 loss_giou_2: 0.3615 loss_ce_3: 0.335 loss_bbox_3: 0.1974 loss_giou_3: 0.3554 loss_ce_4: 0.3241 loss_bbox_4: 0.1963 loss_giou_4: 0.3504 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:33] d2.utils.events INFO: eta: 21:51:13 iter: 169879 total_loss: 5.829 loss_ce: 0.3089 loss_bbox: 0.1994 loss_giou: 0.3502 loss_ce_0: 0.5141 loss_bbox_0: 0.3321 loss_giou_0: 0.5229 loss_ce_1: 0.4154 loss_bbox_1: 0.2358 loss_giou_1: 0.3952 loss_ce_2: 0.3464 loss_bbox_2: 0.2032 loss_giou_2: 0.3688 loss_ce_3: 0.3229 loss_bbox_3: 0.2008 loss_giou_3: 0.3577 loss_ce_4: 0.3133 loss_bbox_4: 0.2003 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:39] d2.utils.events INFO: eta: 21:51:08 iter: 169899 total_loss: 5.988 loss_ce: 0.3243 loss_bbox: 0.1936 loss_giou: 0.3464 loss_ce_0: 0.5314 loss_bbox_0: 0.3276 loss_giou_0: 0.5178 loss_ce_1: 0.4125 loss_bbox_1: 0.2291 loss_giou_1: 0.3948 loss_ce_2: 0.3656 loss_bbox_2: 0.2052 loss_giou_2: 0.3693 loss_ce_3: 0.3359 loss_bbox_3: 0.1995 loss_giou_3: 0.3542 loss_ce_4: 0.331 loss_bbox_4: 0.1952 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:45] d2.utils.events INFO: eta: 21:50:32 iter: 169919 total_loss: 5.851 loss_ce: 0.308 loss_bbox: 0.1915 loss_giou: 0.3579 loss_ce_0: 0.5133 loss_bbox_0: 0.3065 loss_giou_0: 0.4952 loss_ce_1: 0.397 loss_bbox_1: 0.2224 loss_giou_1: 0.3846 loss_ce_2: 0.3364 loss_bbox_2: 0.1988 loss_giou_2: 0.3685 loss_ce_3: 0.3153 loss_bbox_3: 0.1925 loss_giou_3: 0.3653 loss_ce_4: 0.305 loss_bbox_4: 0.1926 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:51] d2.utils.events INFO: eta: 21:50:01 iter: 169939 total_loss: 5.597 loss_ce: 0.2917 loss_bbox: 0.1773 loss_giou: 0.3312 loss_ce_0: 0.4979 loss_bbox_0: 0.2995 loss_giou_0: 0.5193 loss_ce_1: 0.3779 loss_bbox_1: 0.1994 loss_giou_1: 0.385 loss_ce_2: 0.3277 loss_bbox_2: 0.1843 loss_giou_2: 0.343 loss_ce_3: 0.3083 loss_bbox_3: 0.1834 loss_giou_3: 0.339 loss_ce_4: 0.2992 loss_bbox_4: 0.1784 loss_giou_4: 0.3383 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:04:56] d2.utils.events INFO: eta: 21:49:55 iter: 169959 total_loss: 5.655 loss_ce: 0.2912 loss_bbox: 0.1825 loss_giou: 0.3108 loss_ce_0: 0.5022 loss_bbox_0: 0.3228 loss_giou_0: 0.4835 loss_ce_1: 0.4045 loss_bbox_1: 0.2153 loss_giou_1: 0.3531 loss_ce_2: 0.3601 loss_bbox_2: 0.1932 loss_giou_2: 0.3326 loss_ce_3: 0.3014 loss_bbox_3: 0.1885 loss_giou_3: 0.318 loss_ce_4: 0.2896 loss_bbox_4: 0.1853 loss_giou_4: 0.3147 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:02] d2.utils.events INFO: eta: 21:49:29 iter: 169979 total_loss: 5.43 loss_ce: 0.2733 loss_bbox: 0.1693 loss_giou: 0.3194 loss_ce_0: 0.5141 loss_bbox_0: 0.3109 loss_giou_0: 0.5072 loss_ce_1: 0.3804 loss_bbox_1: 0.2066 loss_giou_1: 0.367 loss_ce_2: 0.3226 loss_bbox_2: 0.1855 loss_giou_2: 0.3431 loss_ce_3: 0.2862 loss_bbox_3: 0.1761 loss_giou_3: 0.3256 loss_ce_4: 0.2782 loss_bbox_4: 0.1771 loss_giou_4: 0.3231 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:08] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0169999.pth [11/03 03:05:10] d2.utils.events INFO: eta: 21:49:55 iter: 169999 total_loss: 6.112 loss_ce: 0.3266 loss_bbox: 0.1924 loss_giou: 0.3346 loss_ce_0: 0.529 loss_bbox_0: 0.3381 loss_giou_0: 0.5437 loss_ce_1: 0.4146 loss_bbox_1: 0.2253 loss_giou_1: 0.3983 loss_ce_2: 0.3608 loss_bbox_2: 0.2082 loss_giou_2: 0.3638 loss_ce_3: 0.3289 loss_bbox_3: 0.1978 loss_giou_3: 0.3448 loss_ce_4: 0.3241 loss_bbox_4: 0.194 loss_giou_4: 0.3385 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:15] d2.utils.events INFO: eta: 21:49:38 iter: 170019 total_loss: 5.974 loss_ce: 0.3156 loss_bbox: 0.1932 loss_giou: 0.3722 loss_ce_0: 0.511 loss_bbox_0: 0.3245 loss_giou_0: 0.5659 loss_ce_1: 0.3992 loss_bbox_1: 0.2197 loss_giou_1: 0.4032 loss_ce_2: 0.3364 loss_bbox_2: 0.2077 loss_giou_2: 0.4003 loss_ce_3: 0.3111 loss_bbox_3: 0.2027 loss_giou_3: 0.3817 loss_ce_4: 0.3096 loss_bbox_4: 0.1937 loss_giou_4: 0.3781 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:21] d2.utils.events INFO: eta: 21:49:30 iter: 170039 total_loss: 5.695 loss_ce: 0.2942 loss_bbox: 0.1962 loss_giou: 0.3345 loss_ce_0: 0.4935 loss_bbox_0: 0.3357 loss_giou_0: 0.5369 loss_ce_1: 0.3879 loss_bbox_1: 0.2398 loss_giou_1: 0.3913 loss_ce_2: 0.3291 loss_bbox_2: 0.2131 loss_giou_2: 0.3609 loss_ce_3: 0.31 loss_bbox_3: 0.2025 loss_giou_3: 0.3479 loss_ce_4: 0.2937 loss_bbox_4: 0.1955 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:27] d2.utils.events INFO: eta: 21:49:25 iter: 170059 total_loss: 5.88 loss_ce: 0.311 loss_bbox: 0.1971 loss_giou: 0.3561 loss_ce_0: 0.506 loss_bbox_0: 0.3328 loss_giou_0: 0.5435 loss_ce_1: 0.4081 loss_bbox_1: 0.2297 loss_giou_1: 0.4138 loss_ce_2: 0.3413 loss_bbox_2: 0.2205 loss_giou_2: 0.3811 loss_ce_3: 0.3196 loss_bbox_3: 0.2068 loss_giou_3: 0.3705 loss_ce_4: 0.3036 loss_bbox_4: 0.199 loss_giou_4: 0.3627 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:32] d2.utils.events INFO: eta: 21:49:38 iter: 170079 total_loss: 5.607 loss_ce: 0.291 loss_bbox: 0.1979 loss_giou: 0.327 loss_ce_0: 0.5088 loss_bbox_0: 0.3334 loss_giou_0: 0.486 loss_ce_1: 0.401 loss_bbox_1: 0.2215 loss_giou_1: 0.3768 loss_ce_2: 0.3339 loss_bbox_2: 0.2076 loss_giou_2: 0.3461 loss_ce_3: 0.2852 loss_bbox_3: 0.2019 loss_giou_3: 0.3375 loss_ce_4: 0.2833 loss_bbox_4: 0.2027 loss_giou_4: 0.3313 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:38] d2.utils.events INFO: eta: 21:49:59 iter: 170099 total_loss: 6.189 loss_ce: 0.3178 loss_bbox: 0.1885 loss_giou: 0.3697 loss_ce_0: 0.5352 loss_bbox_0: 0.3322 loss_giou_0: 0.5737 loss_ce_1: 0.4127 loss_bbox_1: 0.2252 loss_giou_1: 0.4254 loss_ce_2: 0.3526 loss_bbox_2: 0.21 loss_giou_2: 0.3923 loss_ce_3: 0.3287 loss_bbox_3: 0.1999 loss_giou_3: 0.3784 loss_ce_4: 0.3228 loss_bbox_4: 0.1922 loss_giou_4: 0.3711 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:44] d2.utils.events INFO: eta: 21:49:35 iter: 170119 total_loss: 5.572 loss_ce: 0.2749 loss_bbox: 0.1884 loss_giou: 0.3419 loss_ce_0: 0.4952 loss_bbox_0: 0.3294 loss_giou_0: 0.5182 loss_ce_1: 0.3832 loss_bbox_1: 0.2264 loss_giou_1: 0.3882 loss_ce_2: 0.324 loss_bbox_2: 0.199 loss_giou_2: 0.3577 loss_ce_3: 0.2891 loss_bbox_3: 0.1935 loss_giou_3: 0.351 loss_ce_4: 0.2775 loss_bbox_4: 0.1912 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:49] d2.utils.events INFO: eta: 21:49:21 iter: 170139 total_loss: 5.747 loss_ce: 0.302 loss_bbox: 0.1848 loss_giou: 0.3388 loss_ce_0: 0.5118 loss_bbox_0: 0.325 loss_giou_0: 0.5346 loss_ce_1: 0.3985 loss_bbox_1: 0.216 loss_giou_1: 0.3914 loss_ce_2: 0.3379 loss_bbox_2: 0.1942 loss_giou_2: 0.3604 loss_ce_3: 0.3144 loss_bbox_3: 0.1908 loss_giou_3: 0.3494 loss_ce_4: 0.3049 loss_bbox_4: 0.1881 loss_giou_4: 0.3451 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:05:55] d2.utils.events INFO: eta: 21:48:57 iter: 170159 total_loss: 5.511 loss_ce: 0.2704 loss_bbox: 0.1906 loss_giou: 0.333 loss_ce_0: 0.4887 loss_bbox_0: 0.3118 loss_giou_0: 0.5116 loss_ce_1: 0.3831 loss_bbox_1: 0.2148 loss_giou_1: 0.3832 loss_ce_2: 0.307 loss_bbox_2: 0.1997 loss_giou_2: 0.3482 loss_ce_3: 0.2816 loss_bbox_3: 0.1942 loss_giou_3: 0.3404 loss_ce_4: 0.2744 loss_bbox_4: 0.1933 loss_giou_4: 0.3356 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:01] d2.utils.events INFO: eta: 21:49:05 iter: 170179 total_loss: 6.053 loss_ce: 0.2999 loss_bbox: 0.1933 loss_giou: 0.3833 loss_ce_0: 0.4892 loss_bbox_0: 0.3244 loss_giou_0: 0.5713 loss_ce_1: 0.4092 loss_bbox_1: 0.2229 loss_giou_1: 0.4322 loss_ce_2: 0.3383 loss_bbox_2: 0.2043 loss_giou_2: 0.3983 loss_ce_3: 0.3081 loss_bbox_3: 0.2021 loss_giou_3: 0.3856 loss_ce_4: 0.3068 loss_bbox_4: 0.194 loss_giou_4: 0.3815 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:07] d2.utils.events INFO: eta: 21:49:05 iter: 170199 total_loss: 5.813 loss_ce: 0.2828 loss_bbox: 0.1806 loss_giou: 0.3498 loss_ce_0: 0.4839 loss_bbox_0: 0.3084 loss_giou_0: 0.5157 loss_ce_1: 0.3987 loss_bbox_1: 0.2097 loss_giou_1: 0.3943 loss_ce_2: 0.3329 loss_bbox_2: 0.19 loss_giou_2: 0.3623 loss_ce_3: 0.3026 loss_bbox_3: 0.1819 loss_giou_3: 0.355 loss_ce_4: 0.2822 loss_bbox_4: 0.18 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:12] d2.utils.events INFO: eta: 21:48:31 iter: 170219 total_loss: 5.739 loss_ce: 0.2832 loss_bbox: 0.182 loss_giou: 0.3515 loss_ce_0: 0.5076 loss_bbox_0: 0.3113 loss_giou_0: 0.531 loss_ce_1: 0.3835 loss_bbox_1: 0.2211 loss_giou_1: 0.4038 loss_ce_2: 0.3185 loss_bbox_2: 0.1976 loss_giou_2: 0.3741 loss_ce_3: 0.2885 loss_bbox_3: 0.189 loss_giou_3: 0.3542 loss_ce_4: 0.2817 loss_bbox_4: 0.1884 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:18] d2.utils.events INFO: eta: 21:48:06 iter: 170239 total_loss: 5.743 loss_ce: 0.3123 loss_bbox: 0.1753 loss_giou: 0.3318 loss_ce_0: 0.5303 loss_bbox_0: 0.3198 loss_giou_0: 0.5165 loss_ce_1: 0.4216 loss_bbox_1: 0.2133 loss_giou_1: 0.3831 loss_ce_2: 0.3481 loss_bbox_2: 0.1907 loss_giou_2: 0.3527 loss_ce_3: 0.3207 loss_bbox_3: 0.1846 loss_giou_3: 0.3417 loss_ce_4: 0.3137 loss_bbox_4: 0.1797 loss_giou_4: 0.3342 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:24] d2.utils.events INFO: eta: 21:48:03 iter: 170259 total_loss: 5.94 loss_ce: 0.3011 loss_bbox: 0.1888 loss_giou: 0.3597 loss_ce_0: 0.5097 loss_bbox_0: 0.3182 loss_giou_0: 0.5483 loss_ce_1: 0.3966 loss_bbox_1: 0.2197 loss_giou_1: 0.4061 loss_ce_2: 0.3433 loss_bbox_2: 0.2056 loss_giou_2: 0.3743 loss_ce_3: 0.3107 loss_bbox_3: 0.1946 loss_giou_3: 0.3681 loss_ce_4: 0.308 loss_bbox_4: 0.1914 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:29] d2.utils.events INFO: eta: 21:47:21 iter: 170279 total_loss: 5.397 loss_ce: 0.2716 loss_bbox: 0.173 loss_giou: 0.3258 loss_ce_0: 0.4945 loss_bbox_0: 0.292 loss_giou_0: 0.5097 loss_ce_1: 0.3739 loss_bbox_1: 0.198 loss_giou_1: 0.3761 loss_ce_2: 0.3143 loss_bbox_2: 0.1844 loss_giou_2: 0.351 loss_ce_3: 0.285 loss_bbox_3: 0.1797 loss_giou_3: 0.3376 loss_ce_4: 0.2704 loss_bbox_4: 0.1732 loss_giou_4: 0.3246 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:35] d2.utils.events INFO: eta: 21:47:13 iter: 170299 total_loss: 5.473 loss_ce: 0.2829 loss_bbox: 0.1946 loss_giou: 0.3162 loss_ce_0: 0.5087 loss_bbox_0: 0.3168 loss_giou_0: 0.4606 loss_ce_1: 0.3982 loss_bbox_1: 0.2256 loss_giou_1: 0.351 loss_ce_2: 0.3277 loss_bbox_2: 0.2074 loss_giou_2: 0.3297 loss_ce_3: 0.3036 loss_bbox_3: 0.2033 loss_giou_3: 0.3205 loss_ce_4: 0.2869 loss_bbox_4: 0.1984 loss_giou_4: 0.3162 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:41] d2.utils.events INFO: eta: 21:46:53 iter: 170319 total_loss: 5.779 loss_ce: 0.3037 loss_bbox: 0.1975 loss_giou: 0.3339 loss_ce_0: 0.5303 loss_bbox_0: 0.3397 loss_giou_0: 0.5217 loss_ce_1: 0.4199 loss_bbox_1: 0.232 loss_giou_1: 0.3865 loss_ce_2: 0.3498 loss_bbox_2: 0.2087 loss_giou_2: 0.3514 loss_ce_3: 0.3157 loss_bbox_3: 0.2037 loss_giou_3: 0.3341 loss_ce_4: 0.3117 loss_bbox_4: 0.1964 loss_giou_4: 0.3301 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:47] d2.utils.events INFO: eta: 21:46:57 iter: 170339 total_loss: 5.882 loss_ce: 0.3073 loss_bbox: 0.1896 loss_giou: 0.3545 loss_ce_0: 0.5268 loss_bbox_0: 0.3158 loss_giou_0: 0.5457 loss_ce_1: 0.3978 loss_bbox_1: 0.2183 loss_giou_1: 0.4056 loss_ce_2: 0.3425 loss_bbox_2: 0.2078 loss_giou_2: 0.3778 loss_ce_3: 0.3107 loss_bbox_3: 0.2009 loss_giou_3: 0.3646 loss_ce_4: 0.3024 loss_bbox_4: 0.199 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:52] d2.utils.events INFO: eta: 21:46:46 iter: 170359 total_loss: 5.549 loss_ce: 0.3044 loss_bbox: 0.1882 loss_giou: 0.3399 loss_ce_0: 0.5087 loss_bbox_0: 0.3122 loss_giou_0: 0.5381 loss_ce_1: 0.404 loss_bbox_1: 0.2183 loss_giou_1: 0.3984 loss_ce_2: 0.3437 loss_bbox_2: 0.2023 loss_giou_2: 0.3682 loss_ce_3: 0.3118 loss_bbox_3: 0.1938 loss_giou_3: 0.3463 loss_ce_4: 0.3005 loss_bbox_4: 0.1921 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:06:58] d2.utils.events INFO: eta: 21:46:36 iter: 170379 total_loss: 6.033 loss_ce: 0.3114 loss_bbox: 0.1883 loss_giou: 0.3545 loss_ce_0: 0.5323 loss_bbox_0: 0.3181 loss_giou_0: 0.5272 loss_ce_1: 0.4195 loss_bbox_1: 0.2228 loss_giou_1: 0.4005 loss_ce_2: 0.3538 loss_bbox_2: 0.1993 loss_giou_2: 0.366 loss_ce_3: 0.329 loss_bbox_3: 0.1902 loss_giou_3: 0.3597 loss_ce_4: 0.3149 loss_bbox_4: 0.1861 loss_giou_4: 0.3543 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:03] d2.utils.events INFO: eta: 21:46:31 iter: 170399 total_loss: 6.149 loss_ce: 0.3326 loss_bbox: 0.2028 loss_giou: 0.3497 loss_ce_0: 0.5353 loss_bbox_0: 0.3502 loss_giou_0: 0.5224 loss_ce_1: 0.4309 loss_bbox_1: 0.2413 loss_giou_1: 0.4087 loss_ce_2: 0.3847 loss_bbox_2: 0.211 loss_giou_2: 0.3655 loss_ce_3: 0.3349 loss_bbox_3: 0.2106 loss_giou_3: 0.3607 loss_ce_4: 0.332 loss_bbox_4: 0.2075 loss_giou_4: 0.3535 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:09] d2.utils.events INFO: eta: 21:46:56 iter: 170419 total_loss: 5.967 loss_ce: 0.3065 loss_bbox: 0.203 loss_giou: 0.3613 loss_ce_0: 0.5064 loss_bbox_0: 0.3307 loss_giou_0: 0.5369 loss_ce_1: 0.4022 loss_bbox_1: 0.2289 loss_giou_1: 0.4184 loss_ce_2: 0.3513 loss_bbox_2: 0.2098 loss_giou_2: 0.385 loss_ce_3: 0.3121 loss_bbox_3: 0.2045 loss_giou_3: 0.371 loss_ce_4: 0.3092 loss_bbox_4: 0.2002 loss_giou_4: 0.3639 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:15] d2.utils.events INFO: eta: 21:47:12 iter: 170439 total_loss: 5.841 loss_ce: 0.2941 loss_bbox: 0.1874 loss_giou: 0.3568 loss_ce_0: 0.4854 loss_bbox_0: 0.3083 loss_giou_0: 0.522 loss_ce_1: 0.388 loss_bbox_1: 0.2209 loss_giou_1: 0.3947 loss_ce_2: 0.3355 loss_bbox_2: 0.2006 loss_giou_2: 0.3708 loss_ce_3: 0.3077 loss_bbox_3: 0.1955 loss_giou_3: 0.3599 loss_ce_4: 0.2984 loss_bbox_4: 0.1921 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:21] d2.utils.events INFO: eta: 21:46:45 iter: 170459 total_loss: 5.693 loss_ce: 0.2881 loss_bbox: 0.1863 loss_giou: 0.3376 loss_ce_0: 0.498 loss_bbox_0: 0.3091 loss_giou_0: 0.5245 loss_ce_1: 0.3956 loss_bbox_1: 0.209 loss_giou_1: 0.3855 loss_ce_2: 0.3287 loss_bbox_2: 0.1977 loss_giou_2: 0.3603 loss_ce_3: 0.3015 loss_bbox_3: 0.1932 loss_giou_3: 0.3435 loss_ce_4: 0.2895 loss_bbox_4: 0.1868 loss_giou_4: 0.3401 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:26] d2.utils.events INFO: eta: 21:46:51 iter: 170479 total_loss: 5.816 loss_ce: 0.3011 loss_bbox: 0.1747 loss_giou: 0.3631 loss_ce_0: 0.5075 loss_bbox_0: 0.3093 loss_giou_0: 0.561 loss_ce_1: 0.4132 loss_bbox_1: 0.2081 loss_giou_1: 0.4147 loss_ce_2: 0.3457 loss_bbox_2: 0.1881 loss_giou_2: 0.3791 loss_ce_3: 0.3059 loss_bbox_3: 0.18 loss_giou_3: 0.3688 loss_ce_4: 0.3101 loss_bbox_4: 0.175 loss_giou_4: 0.3649 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:32] d2.utils.events INFO: eta: 21:46:57 iter: 170499 total_loss: 5.655 loss_ce: 0.2872 loss_bbox: 0.1655 loss_giou: 0.3569 loss_ce_0: 0.5214 loss_bbox_0: 0.3124 loss_giou_0: 0.5488 loss_ce_1: 0.3974 loss_bbox_1: 0.2128 loss_giou_1: 0.4009 loss_ce_2: 0.3282 loss_bbox_2: 0.1864 loss_giou_2: 0.3678 loss_ce_3: 0.2924 loss_bbox_3: 0.1708 loss_giou_3: 0.3661 loss_ce_4: 0.2851 loss_bbox_4: 0.1689 loss_giou_4: 0.3514 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:38] d2.utils.events INFO: eta: 21:47:27 iter: 170519 total_loss: 5.71 loss_ce: 0.3047 loss_bbox: 0.1718 loss_giou: 0.3416 loss_ce_0: 0.5058 loss_bbox_0: 0.3121 loss_giou_0: 0.5191 loss_ce_1: 0.4082 loss_bbox_1: 0.2106 loss_giou_1: 0.3937 loss_ce_2: 0.3376 loss_bbox_2: 0.185 loss_giou_2: 0.3664 loss_ce_3: 0.3169 loss_bbox_3: 0.1771 loss_giou_3: 0.352 loss_ce_4: 0.3016 loss_bbox_4: 0.1772 loss_giou_4: 0.3443 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:43] d2.utils.events INFO: eta: 21:47:39 iter: 170539 total_loss: 5.729 loss_ce: 0.3056 loss_bbox: 0.1883 loss_giou: 0.3332 loss_ce_0: 0.5013 loss_bbox_0: 0.3187 loss_giou_0: 0.5292 loss_ce_1: 0.3948 loss_bbox_1: 0.224 loss_giou_1: 0.3997 loss_ce_2: 0.3381 loss_bbox_2: 0.2029 loss_giou_2: 0.3626 loss_ce_3: 0.3089 loss_bbox_3: 0.1946 loss_giou_3: 0.3471 loss_ce_4: 0.3065 loss_bbox_4: 0.1905 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:49] d2.utils.events INFO: eta: 21:46:48 iter: 170559 total_loss: 5.813 loss_ce: 0.2925 loss_bbox: 0.1996 loss_giou: 0.3508 loss_ce_0: 0.5033 loss_bbox_0: 0.3352 loss_giou_0: 0.5254 loss_ce_1: 0.3973 loss_bbox_1: 0.225 loss_giou_1: 0.3864 loss_ce_2: 0.3473 loss_bbox_2: 0.2097 loss_giou_2: 0.3499 loss_ce_3: 0.314 loss_bbox_3: 0.2046 loss_giou_3: 0.3456 loss_ce_4: 0.3005 loss_bbox_4: 0.2005 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:07:55] d2.utils.events INFO: eta: 21:46:15 iter: 170579 total_loss: 5.871 loss_ce: 0.3143 loss_bbox: 0.1914 loss_giou: 0.3287 loss_ce_0: 0.5194 loss_bbox_0: 0.3352 loss_giou_0: 0.4933 loss_ce_1: 0.408 loss_bbox_1: 0.2278 loss_giou_1: 0.3757 loss_ce_2: 0.3553 loss_bbox_2: 0.2036 loss_giou_2: 0.3463 loss_ce_3: 0.3214 loss_bbox_3: 0.1911 loss_giou_3: 0.3288 loss_ce_4: 0.3148 loss_bbox_4: 0.1911 loss_giou_4: 0.3337 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:00] d2.utils.events INFO: eta: 21:46:53 iter: 170599 total_loss: 6.069 loss_ce: 0.3074 loss_bbox: 0.1933 loss_giou: 0.3622 loss_ce_0: 0.5173 loss_bbox_0: 0.3396 loss_giou_0: 0.5577 loss_ce_1: 0.4178 loss_bbox_1: 0.2247 loss_giou_1: 0.419 loss_ce_2: 0.3569 loss_bbox_2: 0.2039 loss_giou_2: 0.3838 loss_ce_3: 0.3263 loss_bbox_3: 0.1952 loss_giou_3: 0.3724 loss_ce_4: 0.314 loss_bbox_4: 0.1937 loss_giou_4: 0.3671 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:06] d2.utils.events INFO: eta: 21:46:59 iter: 170619 total_loss: 5.555 loss_ce: 0.2797 loss_bbox: 0.1725 loss_giou: 0.3421 loss_ce_0: 0.5064 loss_bbox_0: 0.3153 loss_giou_0: 0.5196 loss_ce_1: 0.3986 loss_bbox_1: 0.209 loss_giou_1: 0.3918 loss_ce_2: 0.3411 loss_bbox_2: 0.1836 loss_giou_2: 0.3651 loss_ce_3: 0.306 loss_bbox_3: 0.1783 loss_giou_3: 0.3507 loss_ce_4: 0.2907 loss_bbox_4: 0.1771 loss_giou_4: 0.3407 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:12] d2.utils.events INFO: eta: 21:46:51 iter: 170639 total_loss: 5.701 loss_ce: 0.2899 loss_bbox: 0.1854 loss_giou: 0.3341 loss_ce_0: 0.5045 loss_bbox_0: 0.315 loss_giou_0: 0.5172 loss_ce_1: 0.3875 loss_bbox_1: 0.2231 loss_giou_1: 0.3868 loss_ce_2: 0.3293 loss_bbox_2: 0.1993 loss_giou_2: 0.3534 loss_ce_3: 0.2982 loss_bbox_3: 0.1908 loss_giou_3: 0.3425 loss_ce_4: 0.2843 loss_bbox_4: 0.1831 loss_giou_4: 0.3344 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:18] d2.utils.events INFO: eta: 21:46:12 iter: 170659 total_loss: 5.887 loss_ce: 0.3011 loss_bbox: 0.1931 loss_giou: 0.3429 loss_ce_0: 0.5197 loss_bbox_0: 0.3401 loss_giou_0: 0.5335 loss_ce_1: 0.3961 loss_bbox_1: 0.2304 loss_giou_1: 0.3923 loss_ce_2: 0.3316 loss_bbox_2: 0.2022 loss_giou_2: 0.3633 loss_ce_3: 0.3077 loss_bbox_3: 0.1975 loss_giou_3: 0.3548 loss_ce_4: 0.3011 loss_bbox_4: 0.1972 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:23] d2.utils.events INFO: eta: 21:46:22 iter: 170679 total_loss: 5.798 loss_ce: 0.3061 loss_bbox: 0.1891 loss_giou: 0.3481 loss_ce_0: 0.5114 loss_bbox_0: 0.3214 loss_giou_0: 0.5349 loss_ce_1: 0.4101 loss_bbox_1: 0.2246 loss_giou_1: 0.3989 loss_ce_2: 0.3497 loss_bbox_2: 0.1983 loss_giou_2: 0.3713 loss_ce_3: 0.3217 loss_bbox_3: 0.1912 loss_giou_3: 0.3618 loss_ce_4: 0.3011 loss_bbox_4: 0.1902 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:29] d2.utils.events INFO: eta: 21:45:38 iter: 170699 total_loss: 5.81 loss_ce: 0.2808 loss_bbox: 0.2082 loss_giou: 0.3502 loss_ce_0: 0.5003 loss_bbox_0: 0.3385 loss_giou_0: 0.5098 loss_ce_1: 0.4033 loss_bbox_1: 0.2376 loss_giou_1: 0.3835 loss_ce_2: 0.3339 loss_bbox_2: 0.2164 loss_giou_2: 0.3647 loss_ce_3: 0.2993 loss_bbox_3: 0.2119 loss_giou_3: 0.3642 loss_ce_4: 0.2846 loss_bbox_4: 0.2154 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:35] d2.utils.events INFO: eta: 21:46:20 iter: 170719 total_loss: 5.745 loss_ce: 0.3039 loss_bbox: 0.1836 loss_giou: 0.3272 loss_ce_0: 0.5148 loss_bbox_0: 0.3062 loss_giou_0: 0.5216 loss_ce_1: 0.4026 loss_bbox_1: 0.2144 loss_giou_1: 0.382 loss_ce_2: 0.3519 loss_bbox_2: 0.1934 loss_giou_2: 0.3569 loss_ce_3: 0.325 loss_bbox_3: 0.1823 loss_giou_3: 0.3393 loss_ce_4: 0.3036 loss_bbox_4: 0.1794 loss_giou_4: 0.334 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:40] d2.utils.events INFO: eta: 21:46:46 iter: 170739 total_loss: 5.937 loss_ce: 0.309 loss_bbox: 0.1968 loss_giou: 0.3532 loss_ce_0: 0.5251 loss_bbox_0: 0.3219 loss_giou_0: 0.5481 loss_ce_1: 0.4152 loss_bbox_1: 0.2152 loss_giou_1: 0.4061 loss_ce_2: 0.3567 loss_bbox_2: 0.2078 loss_giou_2: 0.3759 loss_ce_3: 0.3265 loss_bbox_3: 0.1923 loss_giou_3: 0.3615 loss_ce_4: 0.3153 loss_bbox_4: 0.1896 loss_giou_4: 0.3528 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:46] d2.utils.events INFO: eta: 21:47:04 iter: 170759 total_loss: 6.073 loss_ce: 0.3378 loss_bbox: 0.1896 loss_giou: 0.3392 loss_ce_0: 0.5266 loss_bbox_0: 0.3307 loss_giou_0: 0.5385 loss_ce_1: 0.4351 loss_bbox_1: 0.2261 loss_giou_1: 0.3896 loss_ce_2: 0.3776 loss_bbox_2: 0.2117 loss_giou_2: 0.3613 loss_ce_3: 0.3533 loss_bbox_3: 0.1989 loss_giou_3: 0.3488 loss_ce_4: 0.3384 loss_bbox_4: 0.1926 loss_giou_4: 0.3429 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:52] d2.utils.events INFO: eta: 21:47:44 iter: 170779 total_loss: 5.607 loss_ce: 0.2675 loss_bbox: 0.1781 loss_giou: 0.3435 loss_ce_0: 0.4828 loss_bbox_0: 0.302 loss_giou_0: 0.5047 loss_ce_1: 0.3858 loss_bbox_1: 0.2102 loss_giou_1: 0.3929 loss_ce_2: 0.3223 loss_bbox_2: 0.1864 loss_giou_2: 0.3569 loss_ce_3: 0.2897 loss_bbox_3: 0.1797 loss_giou_3: 0.344 loss_ce_4: 0.2703 loss_bbox_4: 0.1781 loss_giou_4: 0.3496 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:08:57] d2.utils.events INFO: eta: 21:47:25 iter: 170799 total_loss: 5.967 loss_ce: 0.3062 loss_bbox: 0.1846 loss_giou: 0.3668 loss_ce_0: 0.5102 loss_bbox_0: 0.328 loss_giou_0: 0.5728 loss_ce_1: 0.4024 loss_bbox_1: 0.2195 loss_giou_1: 0.4242 loss_ce_2: 0.3439 loss_bbox_2: 0.1941 loss_giou_2: 0.3799 loss_ce_3: 0.3149 loss_bbox_3: 0.1915 loss_giou_3: 0.373 loss_ce_4: 0.3069 loss_bbox_4: 0.1859 loss_giou_4: 0.3702 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:03] d2.utils.events INFO: eta: 21:46:41 iter: 170819 total_loss: 5.673 loss_ce: 0.3048 loss_bbox: 0.1768 loss_giou: 0.337 loss_ce_0: 0.4851 loss_bbox_0: 0.3161 loss_giou_0: 0.5229 loss_ce_1: 0.3973 loss_bbox_1: 0.2259 loss_giou_1: 0.3763 loss_ce_2: 0.3431 loss_bbox_2: 0.2046 loss_giou_2: 0.3527 loss_ce_3: 0.3149 loss_bbox_3: 0.1893 loss_giou_3: 0.3401 loss_ce_4: 0.3083 loss_bbox_4: 0.1829 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:09] d2.utils.events INFO: eta: 21:46:44 iter: 170839 total_loss: 5.612 loss_ce: 0.2805 loss_bbox: 0.1759 loss_giou: 0.3386 loss_ce_0: 0.5002 loss_bbox_0: 0.3035 loss_giou_0: 0.5184 loss_ce_1: 0.399 loss_bbox_1: 0.212 loss_giou_1: 0.3904 loss_ce_2: 0.3307 loss_bbox_2: 0.1898 loss_giou_2: 0.3577 loss_ce_3: 0.2969 loss_bbox_3: 0.1791 loss_giou_3: 0.3391 loss_ce_4: 0.2867 loss_bbox_4: 0.1763 loss_giou_4: 0.3344 time: 0.2802 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:14] d2.utils.events INFO: eta: 21:46:26 iter: 170859 total_loss: 5.873 loss_ce: 0.2887 loss_bbox: 0.199 loss_giou: 0.3806 loss_ce_0: 0.5128 loss_bbox_0: 0.3246 loss_giou_0: 0.5571 loss_ce_1: 0.3976 loss_bbox_1: 0.2296 loss_giou_1: 0.4251 loss_ce_2: 0.3435 loss_bbox_2: 0.2105 loss_giou_2: 0.3918 loss_ce_3: 0.305 loss_bbox_3: 0.209 loss_giou_3: 0.3809 loss_ce_4: 0.2938 loss_bbox_4: 0.2009 loss_giou_4: 0.3773 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:20] d2.utils.events INFO: eta: 21:46:24 iter: 170879 total_loss: 5.746 loss_ce: 0.2864 loss_bbox: 0.1975 loss_giou: 0.347 loss_ce_0: 0.4936 loss_bbox_0: 0.3308 loss_giou_0: 0.4946 loss_ce_1: 0.39 loss_bbox_1: 0.231 loss_giou_1: 0.3728 loss_ce_2: 0.3104 loss_bbox_2: 0.2073 loss_giou_2: 0.3533 loss_ce_3: 0.2932 loss_bbox_3: 0.2099 loss_giou_3: 0.351 loss_ce_4: 0.2893 loss_bbox_4: 0.1966 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:26] d2.utils.events INFO: eta: 21:46:19 iter: 170899 total_loss: 5.493 loss_ce: 0.2832 loss_bbox: 0.1787 loss_giou: 0.3108 loss_ce_0: 0.4872 loss_bbox_0: 0.2953 loss_giou_0: 0.5082 loss_ce_1: 0.3816 loss_bbox_1: 0.2073 loss_giou_1: 0.3668 loss_ce_2: 0.3217 loss_bbox_2: 0.1852 loss_giou_2: 0.3302 loss_ce_3: 0.2977 loss_bbox_3: 0.1823 loss_giou_3: 0.3198 loss_ce_4: 0.2783 loss_bbox_4: 0.1804 loss_giou_4: 0.3148 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:32] d2.utils.events INFO: eta: 21:46:27 iter: 170919 total_loss: 5.519 loss_ce: 0.2927 loss_bbox: 0.1876 loss_giou: 0.3149 loss_ce_0: 0.4995 loss_bbox_0: 0.3056 loss_giou_0: 0.5065 loss_ce_1: 0.3863 loss_bbox_1: 0.2126 loss_giou_1: 0.3673 loss_ce_2: 0.3365 loss_bbox_2: 0.1991 loss_giou_2: 0.333 loss_ce_3: 0.3092 loss_bbox_3: 0.1922 loss_giou_3: 0.3218 loss_ce_4: 0.2977 loss_bbox_4: 0.1864 loss_giou_4: 0.3185 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:37] d2.utils.events INFO: eta: 21:46:15 iter: 170939 total_loss: 5.704 loss_ce: 0.3043 loss_bbox: 0.1787 loss_giou: 0.3325 loss_ce_0: 0.5088 loss_bbox_0: 0.3175 loss_giou_0: 0.5222 loss_ce_1: 0.3961 loss_bbox_1: 0.2187 loss_giou_1: 0.3905 loss_ce_2: 0.3536 loss_bbox_2: 0.1897 loss_giou_2: 0.3494 loss_ce_3: 0.3201 loss_bbox_3: 0.184 loss_giou_3: 0.3436 loss_ce_4: 0.3001 loss_bbox_4: 0.1796 loss_giou_4: 0.3362 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:43] d2.utils.events INFO: eta: 21:46:05 iter: 170959 total_loss: 6.317 loss_ce: 0.3407 loss_bbox: 0.1839 loss_giou: 0.3668 loss_ce_0: 0.5496 loss_bbox_0: 0.3166 loss_giou_0: 0.5626 loss_ce_1: 0.4414 loss_bbox_1: 0.2225 loss_giou_1: 0.4224 loss_ce_2: 0.3809 loss_bbox_2: 0.2014 loss_giou_2: 0.3879 loss_ce_3: 0.3485 loss_bbox_3: 0.199 loss_giou_3: 0.3751 loss_ce_4: 0.3445 loss_bbox_4: 0.1899 loss_giou_4: 0.3662 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:49] d2.utils.events INFO: eta: 21:45:59 iter: 170979 total_loss: 5.841 loss_ce: 0.3119 loss_bbox: 0.186 loss_giou: 0.3402 loss_ce_0: 0.5162 loss_bbox_0: 0.3215 loss_giou_0: 0.5458 loss_ce_1: 0.4084 loss_bbox_1: 0.217 loss_giou_1: 0.3973 loss_ce_2: 0.3474 loss_bbox_2: 0.2003 loss_giou_2: 0.3563 loss_ce_3: 0.3152 loss_bbox_3: 0.1909 loss_giou_3: 0.3491 loss_ce_4: 0.3024 loss_bbox_4: 0.1912 loss_giou_4: 0.346 time: 0.2802 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 03:09:54] d2.utils.events INFO: eta: 21:45:56 iter: 170999 total_loss: 5.644 loss_ce: 0.3133 loss_bbox: 0.191 loss_giou: 0.3361 loss_ce_0: 0.5136 loss_bbox_0: 0.3306 loss_giou_0: 0.5245 loss_ce_1: 0.3861 loss_bbox_1: 0.2285 loss_giou_1: 0.3915 loss_ce_2: 0.3273 loss_bbox_2: 0.2068 loss_giou_2: 0.3513 loss_ce_3: 0.3164 loss_bbox_3: 0.1989 loss_giou_3: 0.3431 loss_ce_4: 0.3133 loss_bbox_4: 0.1955 loss_giou_4: 0.3357 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:00] d2.utils.events INFO: eta: 21:46:11 iter: 171019 total_loss: 5.953 loss_ce: 0.3157 loss_bbox: 0.1919 loss_giou: 0.3568 loss_ce_0: 0.5179 loss_bbox_0: 0.3189 loss_giou_0: 0.5414 loss_ce_1: 0.4196 loss_bbox_1: 0.223 loss_giou_1: 0.4068 loss_ce_2: 0.3621 loss_bbox_2: 0.2021 loss_giou_2: 0.3724 loss_ce_3: 0.3317 loss_bbox_3: 0.1978 loss_giou_3: 0.3642 loss_ce_4: 0.3188 loss_bbox_4: 0.197 loss_giou_4: 0.3595 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:06] d2.utils.events INFO: eta: 21:46:05 iter: 171039 total_loss: 5.658 loss_ce: 0.2855 loss_bbox: 0.1711 loss_giou: 0.3423 loss_ce_0: 0.513 loss_bbox_0: 0.3082 loss_giou_0: 0.5179 loss_ce_1: 0.3978 loss_bbox_1: 0.1982 loss_giou_1: 0.3797 loss_ce_2: 0.3323 loss_bbox_2: 0.1833 loss_giou_2: 0.362 loss_ce_3: 0.2998 loss_bbox_3: 0.1738 loss_giou_3: 0.349 loss_ce_4: 0.2892 loss_bbox_4: 0.1713 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:11] d2.utils.events INFO: eta: 21:46:00 iter: 171059 total_loss: 5.553 loss_ce: 0.283 loss_bbox: 0.186 loss_giou: 0.3266 loss_ce_0: 0.5037 loss_bbox_0: 0.3107 loss_giou_0: 0.4872 loss_ce_1: 0.3948 loss_bbox_1: 0.214 loss_giou_1: 0.3771 loss_ce_2: 0.3302 loss_bbox_2: 0.1982 loss_giou_2: 0.3504 loss_ce_3: 0.3038 loss_bbox_3: 0.187 loss_giou_3: 0.3378 loss_ce_4: 0.2875 loss_bbox_4: 0.1844 loss_giou_4: 0.3403 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:17] d2.utils.events INFO: eta: 21:45:36 iter: 171079 total_loss: 5.818 loss_ce: 0.3097 loss_bbox: 0.1938 loss_giou: 0.35 loss_ce_0: 0.5163 loss_bbox_0: 0.315 loss_giou_0: 0.5195 loss_ce_1: 0.408 loss_bbox_1: 0.2193 loss_giou_1: 0.3791 loss_ce_2: 0.3422 loss_bbox_2: 0.2007 loss_giou_2: 0.3488 loss_ce_3: 0.3175 loss_bbox_3: 0.1949 loss_giou_3: 0.345 loss_ce_4: 0.3118 loss_bbox_4: 0.1937 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:23] d2.utils.events INFO: eta: 21:45:25 iter: 171099 total_loss: 6.149 loss_ce: 0.3267 loss_bbox: 0.1653 loss_giou: 0.3651 loss_ce_0: 0.5286 loss_bbox_0: 0.3331 loss_giou_0: 0.5518 loss_ce_1: 0.413 loss_bbox_1: 0.2132 loss_giou_1: 0.4172 loss_ce_2: 0.3554 loss_bbox_2: 0.1882 loss_giou_2: 0.3862 loss_ce_3: 0.328 loss_bbox_3: 0.1826 loss_giou_3: 0.3706 loss_ce_4: 0.3256 loss_bbox_4: 0.1762 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:28] d2.utils.events INFO: eta: 21:45:22 iter: 171119 total_loss: 5.731 loss_ce: 0.2898 loss_bbox: 0.1942 loss_giou: 0.3398 loss_ce_0: 0.4976 loss_bbox_0: 0.332 loss_giou_0: 0.5071 loss_ce_1: 0.3905 loss_bbox_1: 0.2247 loss_giou_1: 0.3912 loss_ce_2: 0.334 loss_bbox_2: 0.2079 loss_giou_2: 0.3623 loss_ce_3: 0.3007 loss_bbox_3: 0.1972 loss_giou_3: 0.3511 loss_ce_4: 0.3003 loss_bbox_4: 0.1953 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:34] d2.utils.events INFO: eta: 21:45:11 iter: 171139 total_loss: 5.944 loss_ce: 0.3201 loss_bbox: 0.2032 loss_giou: 0.351 loss_ce_0: 0.5123 loss_bbox_0: 0.324 loss_giou_0: 0.5223 loss_ce_1: 0.4244 loss_bbox_1: 0.2344 loss_giou_1: 0.4045 loss_ce_2: 0.3629 loss_bbox_2: 0.2128 loss_giou_2: 0.3774 loss_ce_3: 0.3273 loss_bbox_3: 0.2071 loss_giou_3: 0.3636 loss_ce_4: 0.3205 loss_bbox_4: 0.2036 loss_giou_4: 0.3556 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:40] d2.utils.events INFO: eta: 21:45:34 iter: 171159 total_loss: 6.188 loss_ce: 0.2958 loss_bbox: 0.1941 loss_giou: 0.3524 loss_ce_0: 0.4999 loss_bbox_0: 0.3283 loss_giou_0: 0.563 loss_ce_1: 0.3904 loss_bbox_1: 0.2255 loss_giou_1: 0.3941 loss_ce_2: 0.3402 loss_bbox_2: 0.2071 loss_giou_2: 0.3672 loss_ce_3: 0.3028 loss_bbox_3: 0.1965 loss_giou_3: 0.3589 loss_ce_4: 0.2941 loss_bbox_4: 0.1977 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:46] d2.utils.events INFO: eta: 21:46:09 iter: 171179 total_loss: 5.968 loss_ce: 0.3207 loss_bbox: 0.1932 loss_giou: 0.3583 loss_ce_0: 0.5157 loss_bbox_0: 0.3349 loss_giou_0: 0.5578 loss_ce_1: 0.4132 loss_bbox_1: 0.2286 loss_giou_1: 0.4133 loss_ce_2: 0.3639 loss_bbox_2: 0.2016 loss_giou_2: 0.3773 loss_ce_3: 0.329 loss_bbox_3: 0.1956 loss_giou_3: 0.3679 loss_ce_4: 0.3193 loss_bbox_4: 0.1888 loss_giou_4: 0.36 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:51] d2.utils.events INFO: eta: 21:45:50 iter: 171199 total_loss: 5.856 loss_ce: 0.2958 loss_bbox: 0.1799 loss_giou: 0.3538 loss_ce_0: 0.5185 loss_bbox_0: 0.3267 loss_giou_0: 0.5118 loss_ce_1: 0.4099 loss_bbox_1: 0.2161 loss_giou_1: 0.3907 loss_ce_2: 0.3453 loss_bbox_2: 0.1933 loss_giou_2: 0.3642 loss_ce_3: 0.3148 loss_bbox_3: 0.1817 loss_giou_3: 0.358 loss_ce_4: 0.3057 loss_bbox_4: 0.1808 loss_giou_4: 0.356 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 03:10:57] d2.utils.events INFO: eta: 21:46:25 iter: 171219 total_loss: 5.723 loss_ce: 0.2966 loss_bbox: 0.1813 loss_giou: 0.332 loss_ce_0: 0.5153 loss_bbox_0: 0.3292 loss_giou_0: 0.5398 loss_ce_1: 0.4114 loss_bbox_1: 0.2214 loss_giou_1: 0.3886 loss_ce_2: 0.3384 loss_bbox_2: 0.2062 loss_giou_2: 0.3544 loss_ce_3: 0.3065 loss_bbox_3: 0.194 loss_giou_3: 0.3427 loss_ce_4: 0.295 loss_bbox_4: 0.1847 loss_giou_4: 0.3348 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:03] d2.utils.events INFO: eta: 21:46:05 iter: 171239 total_loss: 5.74 loss_ce: 0.2808 loss_bbox: 0.1894 loss_giou: 0.3424 loss_ce_0: 0.4978 loss_bbox_0: 0.312 loss_giou_0: 0.5128 loss_ce_1: 0.3929 loss_bbox_1: 0.216 loss_giou_1: 0.3747 loss_ce_2: 0.3116 loss_bbox_2: 0.2023 loss_giou_2: 0.3528 loss_ce_3: 0.2858 loss_bbox_3: 0.1958 loss_giou_3: 0.349 loss_ce_4: 0.2805 loss_bbox_4: 0.1944 loss_giou_4: 0.3444 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:08] d2.utils.events INFO: eta: 21:45:47 iter: 171259 total_loss: 5.549 loss_ce: 0.2676 loss_bbox: 0.1829 loss_giou: 0.3375 loss_ce_0: 0.5092 loss_bbox_0: 0.3075 loss_giou_0: 0.5133 loss_ce_1: 0.3831 loss_bbox_1: 0.2067 loss_giou_1: 0.3825 loss_ce_2: 0.3278 loss_bbox_2: 0.193 loss_giou_2: 0.3489 loss_ce_3: 0.2766 loss_bbox_3: 0.1856 loss_giou_3: 0.3374 loss_ce_4: 0.2713 loss_bbox_4: 0.1832 loss_giou_4: 0.3347 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:14] d2.utils.events INFO: eta: 21:46:00 iter: 171279 total_loss: 5.934 loss_ce: 0.2946 loss_bbox: 0.1792 loss_giou: 0.3597 loss_ce_0: 0.5115 loss_bbox_0: 0.3146 loss_giou_0: 0.5493 loss_ce_1: 0.3991 loss_bbox_1: 0.22 loss_giou_1: 0.4151 loss_ce_2: 0.3553 loss_bbox_2: 0.1955 loss_giou_2: 0.3843 loss_ce_3: 0.3189 loss_bbox_3: 0.1902 loss_giou_3: 0.3734 loss_ce_4: 0.2989 loss_bbox_4: 0.1827 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:20] d2.utils.events INFO: eta: 21:46:13 iter: 171299 total_loss: 6.052 loss_ce: 0.3087 loss_bbox: 0.1847 loss_giou: 0.3565 loss_ce_0: 0.5189 loss_bbox_0: 0.3259 loss_giou_0: 0.5561 loss_ce_1: 0.4218 loss_bbox_1: 0.2301 loss_giou_1: 0.4064 loss_ce_2: 0.3507 loss_bbox_2: 0.205 loss_giou_2: 0.3697 loss_ce_3: 0.3182 loss_bbox_3: 0.1954 loss_giou_3: 0.3653 loss_ce_4: 0.3135 loss_bbox_4: 0.1918 loss_giou_4: 0.3636 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:26] d2.utils.events INFO: eta: 21:46:33 iter: 171319 total_loss: 5.683 loss_ce: 0.3072 loss_bbox: 0.1865 loss_giou: 0.3355 loss_ce_0: 0.4877 loss_bbox_0: 0.314 loss_giou_0: 0.5257 loss_ce_1: 0.3948 loss_bbox_1: 0.2235 loss_giou_1: 0.3885 loss_ce_2: 0.3271 loss_bbox_2: 0.2045 loss_giou_2: 0.3555 loss_ce_3: 0.3103 loss_bbox_3: 0.194 loss_giou_3: 0.3496 loss_ce_4: 0.3047 loss_bbox_4: 0.1915 loss_giou_4: 0.3425 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:31] d2.utils.events INFO: eta: 21:46:43 iter: 171339 total_loss: 5.7 loss_ce: 0.302 loss_bbox: 0.1818 loss_giou: 0.3346 loss_ce_0: 0.5204 loss_bbox_0: 0.3245 loss_giou_0: 0.5364 loss_ce_1: 0.4147 loss_bbox_1: 0.223 loss_giou_1: 0.3942 loss_ce_2: 0.344 loss_bbox_2: 0.1976 loss_giou_2: 0.3542 loss_ce_3: 0.3175 loss_bbox_3: 0.1888 loss_giou_3: 0.3399 loss_ce_4: 0.3027 loss_bbox_4: 0.1835 loss_giou_4: 0.3327 time: 0.2802 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:37] d2.utils.events INFO: eta: 21:46:45 iter: 171359 total_loss: 5.758 loss_ce: 0.3022 loss_bbox: 0.1933 loss_giou: 0.3447 loss_ce_0: 0.5027 loss_bbox_0: 0.3172 loss_giou_0: 0.5092 loss_ce_1: 0.4029 loss_bbox_1: 0.2224 loss_giou_1: 0.3915 loss_ce_2: 0.3362 loss_bbox_2: 0.2067 loss_giou_2: 0.3593 loss_ce_3: 0.3071 loss_bbox_3: 0.2033 loss_giou_3: 0.3473 loss_ce_4: 0.2997 loss_bbox_4: 0.1957 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:43] d2.utils.events INFO: eta: 21:47:11 iter: 171379 total_loss: 5.84 loss_ce: 0.2968 loss_bbox: 0.1929 loss_giou: 0.3665 loss_ce_0: 0.5046 loss_bbox_0: 0.3255 loss_giou_0: 0.558 loss_ce_1: 0.4055 loss_bbox_1: 0.2229 loss_giou_1: 0.4224 loss_ce_2: 0.3398 loss_bbox_2: 0.2039 loss_giou_2: 0.3879 loss_ce_3: 0.3091 loss_bbox_3: 0.1966 loss_giou_3: 0.3772 loss_ce_4: 0.2994 loss_bbox_4: 0.1957 loss_giou_4: 0.368 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:48] d2.utils.events INFO: eta: 21:46:48 iter: 171399 total_loss: 6.01 loss_ce: 0.3136 loss_bbox: 0.1908 loss_giou: 0.3714 loss_ce_0: 0.4971 loss_bbox_0: 0.325 loss_giou_0: 0.5411 loss_ce_1: 0.4014 loss_bbox_1: 0.2228 loss_giou_1: 0.4086 loss_ce_2: 0.3447 loss_bbox_2: 0.2044 loss_giou_2: 0.392 loss_ce_3: 0.3191 loss_bbox_3: 0.2015 loss_giou_3: 0.3803 loss_ce_4: 0.3125 loss_bbox_4: 0.1972 loss_giou_4: 0.3722 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 03:11:54] d2.utils.events INFO: eta: 21:46:29 iter: 171419 total_loss: 5.775 loss_ce: 0.3047 loss_bbox: 0.187 loss_giou: 0.3381 loss_ce_0: 0.5192 loss_bbox_0: 0.3119 loss_giou_0: 0.5138 loss_ce_1: 0.4005 loss_bbox_1: 0.2161 loss_giou_1: 0.384 loss_ce_2: 0.3371 loss_bbox_2: 0.1982 loss_giou_2: 0.3557 loss_ce_3: 0.3082 loss_bbox_3: 0.1962 loss_giou_3: 0.3493 loss_ce_4: 0.3044 loss_bbox_4: 0.1932 loss_giou_4: 0.3446 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:00] d2.utils.events INFO: eta: 21:46:58 iter: 171439 total_loss: 5.453 loss_ce: 0.2795 loss_bbox: 0.1806 loss_giou: 0.3401 loss_ce_0: 0.4731 loss_bbox_0: 0.3032 loss_giou_0: 0.5055 loss_ce_1: 0.3674 loss_bbox_1: 0.2078 loss_giou_1: 0.3784 loss_ce_2: 0.3101 loss_bbox_2: 0.1848 loss_giou_2: 0.3395 loss_ce_3: 0.2852 loss_bbox_3: 0.1843 loss_giou_3: 0.3332 loss_ce_4: 0.2735 loss_bbox_4: 0.1809 loss_giou_4: 0.3368 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:05] d2.utils.events INFO: eta: 21:46:52 iter: 171459 total_loss: 6.053 loss_ce: 0.3096 loss_bbox: 0.1975 loss_giou: 0.35 loss_ce_0: 0.5181 loss_bbox_0: 0.3418 loss_giou_0: 0.5291 loss_ce_1: 0.4087 loss_bbox_1: 0.2426 loss_giou_1: 0.4049 loss_ce_2: 0.3494 loss_bbox_2: 0.2127 loss_giou_2: 0.3713 loss_ce_3: 0.3239 loss_bbox_3: 0.2026 loss_giou_3: 0.3613 loss_ce_4: 0.309 loss_bbox_4: 0.198 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:11] d2.utils.events INFO: eta: 21:46:28 iter: 171479 total_loss: 5.571 loss_ce: 0.2855 loss_bbox: 0.1677 loss_giou: 0.3363 loss_ce_0: 0.4931 loss_bbox_0: 0.3096 loss_giou_0: 0.5293 loss_ce_1: 0.3852 loss_bbox_1: 0.2065 loss_giou_1: 0.3926 loss_ce_2: 0.3108 loss_bbox_2: 0.1848 loss_giou_2: 0.362 loss_ce_3: 0.2953 loss_bbox_3: 0.1727 loss_giou_3: 0.3461 loss_ce_4: 0.2892 loss_bbox_4: 0.1697 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:17] d2.utils.events INFO: eta: 21:46:41 iter: 171499 total_loss: 5.727 loss_ce: 0.3079 loss_bbox: 0.1809 loss_giou: 0.3314 loss_ce_0: 0.4928 loss_bbox_0: 0.3197 loss_giou_0: 0.5162 loss_ce_1: 0.4025 loss_bbox_1: 0.2177 loss_giou_1: 0.3832 loss_ce_2: 0.3446 loss_bbox_2: 0.1971 loss_giou_2: 0.354 loss_ce_3: 0.3153 loss_bbox_3: 0.1873 loss_giou_3: 0.3369 loss_ce_4: 0.3084 loss_bbox_4: 0.183 loss_giou_4: 0.3347 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:22] d2.utils.events INFO: eta: 21:46:35 iter: 171519 total_loss: 5.821 loss_ce: 0.2934 loss_bbox: 0.1993 loss_giou: 0.3321 loss_ce_0: 0.5049 loss_bbox_0: 0.3219 loss_giou_0: 0.5011 loss_ce_1: 0.409 loss_bbox_1: 0.2332 loss_giou_1: 0.3837 loss_ce_2: 0.3274 loss_bbox_2: 0.2141 loss_giou_2: 0.3527 loss_ce_3: 0.3108 loss_bbox_3: 0.2092 loss_giou_3: 0.3434 loss_ce_4: 0.2984 loss_bbox_4: 0.2022 loss_giou_4: 0.3382 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:28] d2.utils.events INFO: eta: 21:46:39 iter: 171539 total_loss: 5.798 loss_ce: 0.2999 loss_bbox: 0.1796 loss_giou: 0.3556 loss_ce_0: 0.5024 loss_bbox_0: 0.3141 loss_giou_0: 0.5273 loss_ce_1: 0.4015 loss_bbox_1: 0.2155 loss_giou_1: 0.3972 loss_ce_2: 0.3303 loss_bbox_2: 0.1906 loss_giou_2: 0.3675 loss_ce_3: 0.3088 loss_bbox_3: 0.1824 loss_giou_3: 0.3558 loss_ce_4: 0.2935 loss_bbox_4: 0.1815 loss_giou_4: 0.3517 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:34] d2.utils.events INFO: eta: 21:46:43 iter: 171559 total_loss: 6.059 loss_ce: 0.3332 loss_bbox: 0.1969 loss_giou: 0.3604 loss_ce_0: 0.5232 loss_bbox_0: 0.335 loss_giou_0: 0.5379 loss_ce_1: 0.4161 loss_bbox_1: 0.2358 loss_giou_1: 0.4114 loss_ce_2: 0.3654 loss_bbox_2: 0.2098 loss_giou_2: 0.3761 loss_ce_3: 0.337 loss_bbox_3: 0.1966 loss_giou_3: 0.3668 loss_ce_4: 0.3352 loss_bbox_4: 0.2004 loss_giou_4: 0.363 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:40] d2.utils.events INFO: eta: 21:46:46 iter: 171579 total_loss: 5.516 loss_ce: 0.2746 loss_bbox: 0.1848 loss_giou: 0.3251 loss_ce_0: 0.4964 loss_bbox_0: 0.3031 loss_giou_0: 0.5005 loss_ce_1: 0.3942 loss_bbox_1: 0.2149 loss_giou_1: 0.3715 loss_ce_2: 0.3272 loss_bbox_2: 0.195 loss_giou_2: 0.3388 loss_ce_3: 0.2961 loss_bbox_3: 0.1908 loss_giou_3: 0.329 loss_ce_4: 0.2803 loss_bbox_4: 0.1873 loss_giou_4: 0.3244 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:45] d2.utils.events INFO: eta: 21:46:13 iter: 171599 total_loss: 5.802 loss_ce: 0.2861 loss_bbox: 0.1911 loss_giou: 0.3455 loss_ce_0: 0.5022 loss_bbox_0: 0.32 loss_giou_0: 0.5327 loss_ce_1: 0.4 loss_bbox_1: 0.2172 loss_giou_1: 0.4056 loss_ce_2: 0.3376 loss_bbox_2: 0.2005 loss_giou_2: 0.3627 loss_ce_3: 0.3106 loss_bbox_3: 0.1975 loss_giou_3: 0.3579 loss_ce_4: 0.2939 loss_bbox_4: 0.1932 loss_giou_4: 0.3477 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:51] d2.utils.events INFO: eta: 21:46:20 iter: 171619 total_loss: 5.978 loss_ce: 0.2945 loss_bbox: 0.186 loss_giou: 0.3626 loss_ce_0: 0.5199 loss_bbox_0: 0.3307 loss_giou_0: 0.5761 loss_ce_1: 0.4023 loss_bbox_1: 0.2287 loss_giou_1: 0.428 loss_ce_2: 0.3462 loss_bbox_2: 0.1988 loss_giou_2: 0.3806 loss_ce_3: 0.3102 loss_bbox_3: 0.1963 loss_giou_3: 0.3677 loss_ce_4: 0.3061 loss_bbox_4: 0.1854 loss_giou_4: 0.3654 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 03:12:57] d2.utils.events INFO: eta: 21:46:37 iter: 171639 total_loss: 6.215 loss_ce: 0.3156 loss_bbox: 0.1931 loss_giou: 0.3659 loss_ce_0: 0.5128 loss_bbox_0: 0.333 loss_giou_0: 0.5429 loss_ce_1: 0.425 loss_bbox_1: 0.2218 loss_giou_1: 0.4129 loss_ce_2: 0.3542 loss_bbox_2: 0.2055 loss_giou_2: 0.3755 loss_ce_3: 0.3218 loss_bbox_3: 0.201 loss_giou_3: 0.3671 loss_ce_4: 0.3164 loss_bbox_4: 0.1951 loss_giou_4: 0.3655 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:02] d2.utils.events INFO: eta: 21:46:23 iter: 171659 total_loss: 5.587 loss_ce: 0.2841 loss_bbox: 0.1833 loss_giou: 0.3425 loss_ce_0: 0.4897 loss_bbox_0: 0.3038 loss_giou_0: 0.5275 loss_ce_1: 0.3997 loss_bbox_1: 0.2128 loss_giou_1: 0.3941 loss_ce_2: 0.3457 loss_bbox_2: 0.1921 loss_giou_2: 0.3557 loss_ce_3: 0.2979 loss_bbox_3: 0.1887 loss_giou_3: 0.3483 loss_ce_4: 0.2875 loss_bbox_4: 0.1875 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:08] d2.utils.events INFO: eta: 21:46:13 iter: 171679 total_loss: 5.91 loss_ce: 0.3099 loss_bbox: 0.1976 loss_giou: 0.3501 loss_ce_0: 0.5077 loss_bbox_0: 0.3218 loss_giou_0: 0.5094 loss_ce_1: 0.4156 loss_bbox_1: 0.2306 loss_giou_1: 0.3888 loss_ce_2: 0.3498 loss_bbox_2: 0.2067 loss_giou_2: 0.3636 loss_ce_3: 0.3254 loss_bbox_3: 0.2032 loss_giou_3: 0.355 loss_ce_4: 0.3174 loss_bbox_4: 0.2039 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:14] d2.utils.events INFO: eta: 21:46:12 iter: 171699 total_loss: 5.85 loss_ce: 0.3089 loss_bbox: 0.1904 loss_giou: 0.3546 loss_ce_0: 0.5092 loss_bbox_0: 0.3275 loss_giou_0: 0.5356 loss_ce_1: 0.404 loss_bbox_1: 0.2294 loss_giou_1: 0.4098 loss_ce_2: 0.3481 loss_bbox_2: 0.2047 loss_giou_2: 0.3836 loss_ce_3: 0.3259 loss_bbox_3: 0.2003 loss_giou_3: 0.3638 loss_ce_4: 0.3156 loss_bbox_4: 0.1924 loss_giou_4: 0.3614 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:19] d2.utils.events INFO: eta: 21:46:06 iter: 171719 total_loss: 5.81 loss_ce: 0.2882 loss_bbox: 0.1832 loss_giou: 0.3512 loss_ce_0: 0.5086 loss_bbox_0: 0.3134 loss_giou_0: 0.5312 loss_ce_1: 0.3916 loss_bbox_1: 0.218 loss_giou_1: 0.4044 loss_ce_2: 0.3331 loss_bbox_2: 0.1936 loss_giou_2: 0.3649 loss_ce_3: 0.295 loss_bbox_3: 0.1895 loss_giou_3: 0.3632 loss_ce_4: 0.2976 loss_bbox_4: 0.1845 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:25] d2.utils.events INFO: eta: 21:45:47 iter: 171739 total_loss: 5.798 loss_ce: 0.3123 loss_bbox: 0.1937 loss_giou: 0.3295 loss_ce_0: 0.4943 loss_bbox_0: 0.3321 loss_giou_0: 0.5055 loss_ce_1: 0.4032 loss_bbox_1: 0.2392 loss_giou_1: 0.3833 loss_ce_2: 0.3365 loss_bbox_2: 0.2059 loss_giou_2: 0.3508 loss_ce_3: 0.3156 loss_bbox_3: 0.2005 loss_giou_3: 0.3397 loss_ce_4: 0.3062 loss_bbox_4: 0.1985 loss_giou_4: 0.3344 time: 0.2802 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:31] d2.utils.events INFO: eta: 21:45:26 iter: 171759 total_loss: 5.956 loss_ce: 0.3202 loss_bbox: 0.1814 loss_giou: 0.3471 loss_ce_0: 0.5256 loss_bbox_0: 0.3194 loss_giou_0: 0.5017 loss_ce_1: 0.4298 loss_bbox_1: 0.2231 loss_giou_1: 0.3894 loss_ce_2: 0.3635 loss_bbox_2: 0.2062 loss_giou_2: 0.3682 loss_ce_3: 0.3409 loss_bbox_3: 0.1954 loss_giou_3: 0.3565 loss_ce_4: 0.3213 loss_bbox_4: 0.1849 loss_giou_4: 0.3502 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:36] d2.utils.events INFO: eta: 21:45:15 iter: 171779 total_loss: 5.958 loss_ce: 0.3166 loss_bbox: 0.1737 loss_giou: 0.3696 loss_ce_0: 0.5046 loss_bbox_0: 0.3078 loss_giou_0: 0.5467 loss_ce_1: 0.4095 loss_bbox_1: 0.2133 loss_giou_1: 0.41 loss_ce_2: 0.3437 loss_bbox_2: 0.1967 loss_giou_2: 0.3731 loss_ce_3: 0.3269 loss_bbox_3: 0.1834 loss_giou_3: 0.3771 loss_ce_4: 0.3184 loss_bbox_4: 0.1756 loss_giou_4: 0.3739 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:42] d2.utils.events INFO: eta: 21:45:15 iter: 171799 total_loss: 5.857 loss_ce: 0.2918 loss_bbox: 0.1939 loss_giou: 0.3344 loss_ce_0: 0.5077 loss_bbox_0: 0.3158 loss_giou_0: 0.5127 loss_ce_1: 0.3991 loss_bbox_1: 0.2253 loss_giou_1: 0.3845 loss_ce_2: 0.3418 loss_bbox_2: 0.2072 loss_giou_2: 0.3535 loss_ce_3: 0.3038 loss_bbox_3: 0.1944 loss_giou_3: 0.3367 loss_ce_4: 0.2946 loss_bbox_4: 0.1943 loss_giou_4: 0.3353 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:48] d2.utils.events INFO: eta: 21:45:24 iter: 171819 total_loss: 5.65 loss_ce: 0.2689 loss_bbox: 0.1856 loss_giou: 0.3222 loss_ce_0: 0.5117 loss_bbox_0: 0.3153 loss_giou_0: 0.4862 loss_ce_1: 0.3799 loss_bbox_1: 0.2219 loss_giou_1: 0.3814 loss_ce_2: 0.3098 loss_bbox_2: 0.2014 loss_giou_2: 0.3464 loss_ce_3: 0.2827 loss_bbox_3: 0.193 loss_giou_3: 0.3414 loss_ce_4: 0.2682 loss_bbox_4: 0.1892 loss_giou_4: 0.3291 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:53] d2.utils.events INFO: eta: 21:45:09 iter: 171839 total_loss: 5.667 loss_ce: 0.2944 loss_bbox: 0.1774 loss_giou: 0.3322 loss_ce_0: 0.5017 loss_bbox_0: 0.3096 loss_giou_0: 0.5141 loss_ce_1: 0.3958 loss_bbox_1: 0.2104 loss_giou_1: 0.3841 loss_ce_2: 0.3326 loss_bbox_2: 0.1899 loss_giou_2: 0.3622 loss_ce_3: 0.3052 loss_bbox_3: 0.1799 loss_giou_3: 0.3488 loss_ce_4: 0.2962 loss_bbox_4: 0.1785 loss_giou_4: 0.3357 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 03:13:59] d2.utils.events INFO: eta: 21:45:22 iter: 171859 total_loss: 5.908 loss_ce: 0.3176 loss_bbox: 0.2011 loss_giou: 0.3312 loss_ce_0: 0.5255 loss_bbox_0: 0.3344 loss_giou_0: 0.5205 loss_ce_1: 0.4198 loss_bbox_1: 0.237 loss_giou_1: 0.3788 loss_ce_2: 0.3559 loss_bbox_2: 0.2148 loss_giou_2: 0.3445 loss_ce_3: 0.3252 loss_bbox_3: 0.2063 loss_giou_3: 0.3339 loss_ce_4: 0.3157 loss_bbox_4: 0.2033 loss_giou_4: 0.3302 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:05] d2.utils.events INFO: eta: 21:44:47 iter: 171879 total_loss: 5.852 loss_ce: 0.2858 loss_bbox: 0.2083 loss_giou: 0.3431 loss_ce_0: 0.5037 loss_bbox_0: 0.3238 loss_giou_0: 0.5181 loss_ce_1: 0.4024 loss_bbox_1: 0.2313 loss_giou_1: 0.3935 loss_ce_2: 0.3354 loss_bbox_2: 0.2181 loss_giou_2: 0.3651 loss_ce_3: 0.3001 loss_bbox_3: 0.2112 loss_giou_3: 0.3556 loss_ce_4: 0.2904 loss_bbox_4: 0.2045 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:10] d2.utils.events INFO: eta: 21:45:11 iter: 171899 total_loss: 5.915 loss_ce: 0.3016 loss_bbox: 0.1936 loss_giou: 0.3357 loss_ce_0: 0.5111 loss_bbox_0: 0.3262 loss_giou_0: 0.528 loss_ce_1: 0.4133 loss_bbox_1: 0.2295 loss_giou_1: 0.3913 loss_ce_2: 0.3464 loss_bbox_2: 0.2109 loss_giou_2: 0.3536 loss_ce_3: 0.319 loss_bbox_3: 0.2027 loss_giou_3: 0.3456 loss_ce_4: 0.3058 loss_bbox_4: 0.1974 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:16] d2.utils.events INFO: eta: 21:45:12 iter: 171919 total_loss: 5.829 loss_ce: 0.338 loss_bbox: 0.1929 loss_giou: 0.3118 loss_ce_0: 0.5252 loss_bbox_0: 0.3256 loss_giou_0: 0.5221 loss_ce_1: 0.4141 loss_bbox_1: 0.2208 loss_giou_1: 0.3703 loss_ce_2: 0.3657 loss_bbox_2: 0.2116 loss_giou_2: 0.3281 loss_ce_3: 0.3362 loss_bbox_3: 0.2015 loss_giou_3: 0.3164 loss_ce_4: 0.3333 loss_bbox_4: 0.1956 loss_giou_4: 0.3128 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:22] d2.utils.events INFO: eta: 21:45:58 iter: 171939 total_loss: 6.058 loss_ce: 0.295 loss_bbox: 0.2043 loss_giou: 0.3658 loss_ce_0: 0.5 loss_bbox_0: 0.3335 loss_giou_0: 0.5522 loss_ce_1: 0.3995 loss_bbox_1: 0.2441 loss_giou_1: 0.4248 loss_ce_2: 0.3351 loss_bbox_2: 0.2221 loss_giou_2: 0.3883 loss_ce_3: 0.3065 loss_bbox_3: 0.2106 loss_giou_3: 0.3761 loss_ce_4: 0.2909 loss_bbox_4: 0.2098 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:28] d2.utils.events INFO: eta: 21:45:40 iter: 171959 total_loss: 5.622 loss_ce: 0.2907 loss_bbox: 0.1832 loss_giou: 0.331 loss_ce_0: 0.5177 loss_bbox_0: 0.3215 loss_giou_0: 0.5204 loss_ce_1: 0.4123 loss_bbox_1: 0.219 loss_giou_1: 0.3773 loss_ce_2: 0.3241 loss_bbox_2: 0.1933 loss_giou_2: 0.343 loss_ce_3: 0.2983 loss_bbox_3: 0.1884 loss_giou_3: 0.3397 loss_ce_4: 0.2909 loss_bbox_4: 0.1847 loss_giou_4: 0.3336 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:33] d2.utils.events INFO: eta: 21:45:52 iter: 171979 total_loss: 5.871 loss_ce: 0.2966 loss_bbox: 0.1718 loss_giou: 0.3331 loss_ce_0: 0.5157 loss_bbox_0: 0.3121 loss_giou_0: 0.5332 loss_ce_1: 0.4078 loss_bbox_1: 0.209 loss_giou_1: 0.3921 loss_ce_2: 0.3432 loss_bbox_2: 0.1866 loss_giou_2: 0.3548 loss_ce_3: 0.3084 loss_bbox_3: 0.1866 loss_giou_3: 0.3405 loss_ce_4: 0.301 loss_bbox_4: 0.1764 loss_giou_4: 0.3338 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:39] d2.utils.events INFO: eta: 21:45:49 iter: 171999 total_loss: 5.763 loss_ce: 0.3044 loss_bbox: 0.1688 loss_giou: 0.3355 loss_ce_0: 0.5078 loss_bbox_0: 0.3103 loss_giou_0: 0.5163 loss_ce_1: 0.4145 loss_bbox_1: 0.2035 loss_giou_1: 0.3875 loss_ce_2: 0.3436 loss_bbox_2: 0.1843 loss_giou_2: 0.358 loss_ce_3: 0.3152 loss_bbox_3: 0.1769 loss_giou_3: 0.3393 loss_ce_4: 0.3042 loss_bbox_4: 0.1695 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:45] d2.utils.events INFO: eta: 21:45:40 iter: 172019 total_loss: 5.885 loss_ce: 0.294 loss_bbox: 0.1906 loss_giou: 0.359 loss_ce_0: 0.5064 loss_bbox_0: 0.3139 loss_giou_0: 0.564 loss_ce_1: 0.3994 loss_bbox_1: 0.2216 loss_giou_1: 0.4196 loss_ce_2: 0.3324 loss_bbox_2: 0.2053 loss_giou_2: 0.3801 loss_ce_3: 0.3106 loss_bbox_3: 0.1969 loss_giou_3: 0.3753 loss_ce_4: 0.3015 loss_bbox_4: 0.1906 loss_giou_4: 0.3647 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:50] d2.utils.events INFO: eta: 21:45:30 iter: 172039 total_loss: 5.92 loss_ce: 0.3021 loss_bbox: 0.1997 loss_giou: 0.3512 loss_ce_0: 0.4978 loss_bbox_0: 0.312 loss_giou_0: 0.521 loss_ce_1: 0.4064 loss_bbox_1: 0.2244 loss_giou_1: 0.3851 loss_ce_2: 0.3315 loss_bbox_2: 0.2121 loss_giou_2: 0.3696 loss_ce_3: 0.3086 loss_bbox_3: 0.213 loss_giou_3: 0.3545 loss_ce_4: 0.2948 loss_bbox_4: 0.2008 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 03:14:56] d2.utils.events INFO: eta: 21:45:24 iter: 172059 total_loss: 5.728 loss_ce: 0.302 loss_bbox: 0.1921 loss_giou: 0.3293 loss_ce_0: 0.5084 loss_bbox_0: 0.3366 loss_giou_0: 0.5409 loss_ce_1: 0.4134 loss_bbox_1: 0.2318 loss_giou_1: 0.3812 loss_ce_2: 0.3397 loss_bbox_2: 0.2054 loss_giou_2: 0.36 loss_ce_3: 0.3202 loss_bbox_3: 0.2004 loss_giou_3: 0.3365 loss_ce_4: 0.2962 loss_bbox_4: 0.1948 loss_giou_4: 0.3354 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:02] d2.utils.events INFO: eta: 21:45:35 iter: 172079 total_loss: 5.897 loss_ce: 0.2992 loss_bbox: 0.1937 loss_giou: 0.3505 loss_ce_0: 0.5012 loss_bbox_0: 0.3339 loss_giou_0: 0.5478 loss_ce_1: 0.3959 loss_bbox_1: 0.2306 loss_giou_1: 0.4006 loss_ce_2: 0.3416 loss_bbox_2: 0.2092 loss_giou_2: 0.3672 loss_ce_3: 0.3101 loss_bbox_3: 0.1996 loss_giou_3: 0.3574 loss_ce_4: 0.2996 loss_bbox_4: 0.1944 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:07] d2.utils.events INFO: eta: 21:45:13 iter: 172099 total_loss: 5.899 loss_ce: 0.3047 loss_bbox: 0.2003 loss_giou: 0.3555 loss_ce_0: 0.5058 loss_bbox_0: 0.3216 loss_giou_0: 0.5367 loss_ce_1: 0.401 loss_bbox_1: 0.2312 loss_giou_1: 0.4063 loss_ce_2: 0.3428 loss_bbox_2: 0.211 loss_giou_2: 0.377 loss_ce_3: 0.3222 loss_bbox_3: 0.2033 loss_giou_3: 0.3632 loss_ce_4: 0.3082 loss_bbox_4: 0.1991 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:13] d2.utils.events INFO: eta: 21:45:19 iter: 172119 total_loss: 5.872 loss_ce: 0.3126 loss_bbox: 0.1878 loss_giou: 0.3288 loss_ce_0: 0.5187 loss_bbox_0: 0.326 loss_giou_0: 0.5068 loss_ce_1: 0.4001 loss_bbox_1: 0.2317 loss_giou_1: 0.3754 loss_ce_2: 0.3478 loss_bbox_2: 0.2036 loss_giou_2: 0.3465 loss_ce_3: 0.3212 loss_bbox_3: 0.1971 loss_giou_3: 0.3311 loss_ce_4: 0.3193 loss_bbox_4: 0.1942 loss_giou_4: 0.3306 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:19] d2.utils.events INFO: eta: 21:45:02 iter: 172139 total_loss: 6 loss_ce: 0.2998 loss_bbox: 0.1852 loss_giou: 0.3502 loss_ce_0: 0.5054 loss_bbox_0: 0.3182 loss_giou_0: 0.5373 loss_ce_1: 0.4156 loss_bbox_1: 0.2071 loss_giou_1: 0.4001 loss_ce_2: 0.3382 loss_bbox_2: 0.1961 loss_giou_2: 0.3646 loss_ce_3: 0.3081 loss_bbox_3: 0.1865 loss_giou_3: 0.3566 loss_ce_4: 0.3009 loss_bbox_4: 0.1856 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:24] d2.utils.events INFO: eta: 21:44:04 iter: 172159 total_loss: 5.732 loss_ce: 0.3131 loss_bbox: 0.1985 loss_giou: 0.3335 loss_ce_0: 0.5048 loss_bbox_0: 0.3376 loss_giou_0: 0.4972 loss_ce_1: 0.4097 loss_bbox_1: 0.2272 loss_giou_1: 0.3798 loss_ce_2: 0.3563 loss_bbox_2: 0.2091 loss_giou_2: 0.3537 loss_ce_3: 0.327 loss_bbox_3: 0.2038 loss_giou_3: 0.3475 loss_ce_4: 0.318 loss_bbox_4: 0.2029 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:30] d2.utils.events INFO: eta: 21:43:20 iter: 172179 total_loss: 5.773 loss_ce: 0.3006 loss_bbox: 0.1804 loss_giou: 0.3445 loss_ce_0: 0.5162 loss_bbox_0: 0.3209 loss_giou_0: 0.51 loss_ce_1: 0.4139 loss_bbox_1: 0.2174 loss_giou_1: 0.3795 loss_ce_2: 0.3438 loss_bbox_2: 0.1952 loss_giou_2: 0.3633 loss_ce_3: 0.2994 loss_bbox_3: 0.1902 loss_giou_3: 0.351 loss_ce_4: 0.2889 loss_bbox_4: 0.181 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:36] d2.utils.events INFO: eta: 21:42:51 iter: 172199 total_loss: 5.863 loss_ce: 0.3225 loss_bbox: 0.2175 loss_giou: 0.3246 loss_ce_0: 0.5147 loss_bbox_0: 0.3415 loss_giou_0: 0.4947 loss_ce_1: 0.4254 loss_bbox_1: 0.2401 loss_giou_1: 0.3762 loss_ce_2: 0.3579 loss_bbox_2: 0.227 loss_giou_2: 0.3408 loss_ce_3: 0.3283 loss_bbox_3: 0.2198 loss_giou_3: 0.3349 loss_ce_4: 0.3213 loss_bbox_4: 0.2156 loss_giou_4: 0.3315 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:41] d2.utils.events INFO: eta: 21:42:26 iter: 172219 total_loss: 5.883 loss_ce: 0.2895 loss_bbox: 0.1844 loss_giou: 0.3458 loss_ce_0: 0.5002 loss_bbox_0: 0.3269 loss_giou_0: 0.5214 loss_ce_1: 0.4041 loss_bbox_1: 0.2171 loss_giou_1: 0.3813 loss_ce_2: 0.3415 loss_bbox_2: 0.1955 loss_giou_2: 0.3558 loss_ce_3: 0.3093 loss_bbox_3: 0.1876 loss_giou_3: 0.3478 loss_ce_4: 0.2887 loss_bbox_4: 0.1856 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:47] d2.utils.events INFO: eta: 21:42:18 iter: 172239 total_loss: 5.996 loss_ce: 0.3005 loss_bbox: 0.1911 loss_giou: 0.3507 loss_ce_0: 0.5036 loss_bbox_0: 0.3286 loss_giou_0: 0.5434 loss_ce_1: 0.4133 loss_bbox_1: 0.2306 loss_giou_1: 0.4056 loss_ce_2: 0.3457 loss_bbox_2: 0.2065 loss_giou_2: 0.3754 loss_ce_3: 0.3153 loss_bbox_3: 0.2023 loss_giou_3: 0.3672 loss_ce_4: 0.3032 loss_bbox_4: 0.1934 loss_giou_4: 0.357 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:53] d2.utils.events INFO: eta: 21:42:12 iter: 172259 total_loss: 6.005 loss_ce: 0.3302 loss_bbox: 0.1867 loss_giou: 0.3476 loss_ce_0: 0.5069 loss_bbox_0: 0.3245 loss_giou_0: 0.5115 loss_ce_1: 0.4233 loss_bbox_1: 0.2147 loss_giou_1: 0.3816 loss_ce_2: 0.368 loss_bbox_2: 0.1996 loss_giou_2: 0.3588 loss_ce_3: 0.3379 loss_bbox_3: 0.193 loss_giou_3: 0.3544 loss_ce_4: 0.3357 loss_bbox_4: 0.1853 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 03:15:59] d2.utils.events INFO: eta: 21:42:13 iter: 172279 total_loss: 5.909 loss_ce: 0.3213 loss_bbox: 0.1781 loss_giou: 0.3246 loss_ce_0: 0.5282 loss_bbox_0: 0.327 loss_giou_0: 0.5134 loss_ce_1: 0.4269 loss_bbox_1: 0.2114 loss_giou_1: 0.3691 loss_ce_2: 0.3442 loss_bbox_2: 0.1855 loss_giou_2: 0.3459 loss_ce_3: 0.3346 loss_bbox_3: 0.1801 loss_giou_3: 0.3337 loss_ce_4: 0.326 loss_bbox_4: 0.1791 loss_giou_4: 0.327 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:04] d2.utils.events INFO: eta: 21:42:01 iter: 172299 total_loss: 5.5 loss_ce: 0.2902 loss_bbox: 0.1816 loss_giou: 0.3142 loss_ce_0: 0.4918 loss_bbox_0: 0.3184 loss_giou_0: 0.4938 loss_ce_1: 0.3883 loss_bbox_1: 0.22 loss_giou_1: 0.3674 loss_ce_2: 0.3191 loss_bbox_2: 0.1969 loss_giou_2: 0.3316 loss_ce_3: 0.289 loss_bbox_3: 0.1919 loss_giou_3: 0.3211 loss_ce_4: 0.2883 loss_bbox_4: 0.1844 loss_giou_4: 0.319 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:10] d2.utils.events INFO: eta: 21:41:44 iter: 172319 total_loss: 5.584 loss_ce: 0.2996 loss_bbox: 0.1894 loss_giou: 0.3307 loss_ce_0: 0.5129 loss_bbox_0: 0.335 loss_giou_0: 0.488 loss_ce_1: 0.4076 loss_bbox_1: 0.2396 loss_giou_1: 0.3676 loss_ce_2: 0.3402 loss_bbox_2: 0.2033 loss_giou_2: 0.3459 loss_ce_3: 0.3111 loss_bbox_3: 0.1994 loss_giou_3: 0.3465 loss_ce_4: 0.3008 loss_bbox_4: 0.1937 loss_giou_4: 0.3331 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:16] d2.utils.events INFO: eta: 21:41:38 iter: 172339 total_loss: 6.159 loss_ce: 0.339 loss_bbox: 0.1998 loss_giou: 0.3437 loss_ce_0: 0.5447 loss_bbox_0: 0.3216 loss_giou_0: 0.5207 loss_ce_1: 0.4339 loss_bbox_1: 0.2304 loss_giou_1: 0.3985 loss_ce_2: 0.3778 loss_bbox_2: 0.2159 loss_giou_2: 0.3728 loss_ce_3: 0.35 loss_bbox_3: 0.2054 loss_giou_3: 0.3619 loss_ce_4: 0.3406 loss_bbox_4: 0.2013 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0382 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:21] d2.utils.events INFO: eta: 21:41:42 iter: 172359 total_loss: 5.726 loss_ce: 0.299 loss_bbox: 0.1774 loss_giou: 0.3456 loss_ce_0: 0.5009 loss_bbox_0: 0.3206 loss_giou_0: 0.5461 loss_ce_1: 0.4037 loss_bbox_1: 0.2134 loss_giou_1: 0.3973 loss_ce_2: 0.3398 loss_bbox_2: 0.1979 loss_giou_2: 0.361 loss_ce_3: 0.3145 loss_bbox_3: 0.1833 loss_giou_3: 0.3544 loss_ce_4: 0.2992 loss_bbox_4: 0.1803 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:27] d2.utils.events INFO: eta: 21:41:33 iter: 172379 total_loss: 5.751 loss_ce: 0.301 loss_bbox: 0.1851 loss_giou: 0.3259 loss_ce_0: 0.4954 loss_bbox_0: 0.3151 loss_giou_0: 0.5157 loss_ce_1: 0.397 loss_bbox_1: 0.2215 loss_giou_1: 0.3821 loss_ce_2: 0.3393 loss_bbox_2: 0.2003 loss_giou_2: 0.3459 loss_ce_3: 0.3123 loss_bbox_3: 0.1933 loss_giou_3: 0.3368 loss_ce_4: 0.3077 loss_bbox_4: 0.187 loss_giou_4: 0.3312 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:33] d2.utils.events INFO: eta: 21:41:42 iter: 172399 total_loss: 5.702 loss_ce: 0.2884 loss_bbox: 0.1852 loss_giou: 0.3293 loss_ce_0: 0.4974 loss_bbox_0: 0.3138 loss_giou_0: 0.508 loss_ce_1: 0.4044 loss_bbox_1: 0.2199 loss_giou_1: 0.3904 loss_ce_2: 0.3291 loss_bbox_2: 0.1975 loss_giou_2: 0.3442 loss_ce_3: 0.3068 loss_bbox_3: 0.1914 loss_giou_3: 0.3349 loss_ce_4: 0.2878 loss_bbox_4: 0.1885 loss_giou_4: 0.3285 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:38] d2.utils.events INFO: eta: 21:41:30 iter: 172419 total_loss: 5.705 loss_ce: 0.2866 loss_bbox: 0.1936 loss_giou: 0.3241 loss_ce_0: 0.4948 loss_bbox_0: 0.3261 loss_giou_0: 0.5004 loss_ce_1: 0.3941 loss_bbox_1: 0.2312 loss_giou_1: 0.3793 loss_ce_2: 0.3283 loss_bbox_2: 0.2123 loss_giou_2: 0.3485 loss_ce_3: 0.3019 loss_bbox_3: 0.2005 loss_giou_3: 0.3357 loss_ce_4: 0.2859 loss_bbox_4: 0.1946 loss_giou_4: 0.3287 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:44] d2.utils.events INFO: eta: 21:41:02 iter: 172439 total_loss: 5.824 loss_ce: 0.3089 loss_bbox: 0.1763 loss_giou: 0.3322 loss_ce_0: 0.4971 loss_bbox_0: 0.3186 loss_giou_0: 0.5262 loss_ce_1: 0.4217 loss_bbox_1: 0.2107 loss_giou_1: 0.3819 loss_ce_2: 0.3661 loss_bbox_2: 0.1948 loss_giou_2: 0.3521 loss_ce_3: 0.3261 loss_bbox_3: 0.1844 loss_giou_3: 0.3386 loss_ce_4: 0.3139 loss_bbox_4: 0.1817 loss_giou_4: 0.3342 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:50] d2.utils.events INFO: eta: 21:41:01 iter: 172459 total_loss: 5.572 loss_ce: 0.2866 loss_bbox: 0.1866 loss_giou: 0.3191 loss_ce_0: 0.4974 loss_bbox_0: 0.3237 loss_giou_0: 0.5091 loss_ce_1: 0.3931 loss_bbox_1: 0.2216 loss_giou_1: 0.3803 loss_ce_2: 0.3395 loss_bbox_2: 0.2041 loss_giou_2: 0.3385 loss_ce_3: 0.3061 loss_bbox_3: 0.1952 loss_giou_3: 0.3292 loss_ce_4: 0.2849 loss_bbox_4: 0.1867 loss_giou_4: 0.3252 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:16:55] d2.utils.events INFO: eta: 21:41:09 iter: 172479 total_loss: 5.878 loss_ce: 0.3119 loss_bbox: 0.1914 loss_giou: 0.3674 loss_ce_0: 0.5256 loss_bbox_0: 0.3308 loss_giou_0: 0.5422 loss_ce_1: 0.414 loss_bbox_1: 0.2313 loss_giou_1: 0.4194 loss_ce_2: 0.3429 loss_bbox_2: 0.2099 loss_giou_2: 0.3909 loss_ce_3: 0.3194 loss_bbox_3: 0.2029 loss_giou_3: 0.3766 loss_ce_4: 0.3102 loss_bbox_4: 0.1962 loss_giou_4: 0.3666 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:01] d2.utils.events INFO: eta: 21:41:04 iter: 172499 total_loss: 5.781 loss_ce: 0.2985 loss_bbox: 0.1892 loss_giou: 0.3372 loss_ce_0: 0.5115 loss_bbox_0: 0.3231 loss_giou_0: 0.5067 loss_ce_1: 0.4015 loss_bbox_1: 0.2307 loss_giou_1: 0.3724 loss_ce_2: 0.3428 loss_bbox_2: 0.1994 loss_giou_2: 0.3484 loss_ce_3: 0.3119 loss_bbox_3: 0.1919 loss_giou_3: 0.3391 loss_ce_4: 0.2998 loss_bbox_4: 0.1934 loss_giou_4: 0.3332 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:07] d2.utils.events INFO: eta: 21:41:00 iter: 172519 total_loss: 5.927 loss_ce: 0.3066 loss_bbox: 0.1836 loss_giou: 0.3376 loss_ce_0: 0.5299 loss_bbox_0: 0.3049 loss_giou_0: 0.5662 loss_ce_1: 0.4307 loss_bbox_1: 0.2176 loss_giou_1: 0.4146 loss_ce_2: 0.352 loss_bbox_2: 0.2017 loss_giou_2: 0.3753 loss_ce_3: 0.3163 loss_bbox_3: 0.1932 loss_giou_3: 0.3599 loss_ce_4: 0.3144 loss_bbox_4: 0.1884 loss_giou_4: 0.3465 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:13] d2.utils.events INFO: eta: 21:40:56 iter: 172539 total_loss: 5.762 loss_ce: 0.3149 loss_bbox: 0.1853 loss_giou: 0.35 loss_ce_0: 0.5129 loss_bbox_0: 0.3116 loss_giou_0: 0.5204 loss_ce_1: 0.4137 loss_bbox_1: 0.2163 loss_giou_1: 0.3954 loss_ce_2: 0.3547 loss_bbox_2: 0.201 loss_giou_2: 0.3662 loss_ce_3: 0.3275 loss_bbox_3: 0.1924 loss_giou_3: 0.3562 loss_ce_4: 0.3141 loss_bbox_4: 0.1878 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:18] d2.utils.events INFO: eta: 21:40:51 iter: 172559 total_loss: 5.8 loss_ce: 0.2894 loss_bbox: 0.1863 loss_giou: 0.3424 loss_ce_0: 0.4971 loss_bbox_0: 0.3297 loss_giou_0: 0.5362 loss_ce_1: 0.3887 loss_bbox_1: 0.2257 loss_giou_1: 0.4083 loss_ce_2: 0.3257 loss_bbox_2: 0.203 loss_giou_2: 0.364 loss_ce_3: 0.3022 loss_bbox_3: 0.1954 loss_giou_3: 0.3549 loss_ce_4: 0.2892 loss_bbox_4: 0.1895 loss_giou_4: 0.3511 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:24] d2.utils.events INFO: eta: 21:40:51 iter: 172579 total_loss: 5.875 loss_ce: 0.3213 loss_bbox: 0.1945 loss_giou: 0.3499 loss_ce_0: 0.5053 loss_bbox_0: 0.3239 loss_giou_0: 0.5561 loss_ce_1: 0.4213 loss_bbox_1: 0.2246 loss_giou_1: 0.4162 loss_ce_2: 0.3562 loss_bbox_2: 0.2074 loss_giou_2: 0.3675 loss_ce_3: 0.3283 loss_bbox_3: 0.1995 loss_giou_3: 0.3676 loss_ce_4: 0.3164 loss_bbox_4: 0.1987 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:30] d2.utils.events INFO: eta: 21:40:46 iter: 172599 total_loss: 6.057 loss_ce: 0.3237 loss_bbox: 0.2091 loss_giou: 0.358 loss_ce_0: 0.5278 loss_bbox_0: 0.3366 loss_giou_0: 0.5178 loss_ce_1: 0.4233 loss_bbox_1: 0.2399 loss_giou_1: 0.4015 loss_ce_2: 0.3572 loss_bbox_2: 0.2167 loss_giou_2: 0.3679 loss_ce_3: 0.3288 loss_bbox_3: 0.2108 loss_giou_3: 0.3586 loss_ce_4: 0.3326 loss_bbox_4: 0.2089 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:35] d2.utils.events INFO: eta: 21:40:40 iter: 172619 total_loss: 6.006 loss_ce: 0.298 loss_bbox: 0.1952 loss_giou: 0.3544 loss_ce_0: 0.5149 loss_bbox_0: 0.3124 loss_giou_0: 0.5377 loss_ce_1: 0.3956 loss_bbox_1: 0.2303 loss_giou_1: 0.4014 loss_ce_2: 0.3447 loss_bbox_2: 0.1988 loss_giou_2: 0.3688 loss_ce_3: 0.3058 loss_bbox_3: 0.1959 loss_giou_3: 0.3589 loss_ce_4: 0.2985 loss_bbox_4: 0.1932 loss_giou_4: 0.3567 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:41] d2.utils.events INFO: eta: 21:40:13 iter: 172639 total_loss: 6 loss_ce: 0.3091 loss_bbox: 0.1954 loss_giou: 0.3507 loss_ce_0: 0.4937 loss_bbox_0: 0.3174 loss_giou_0: 0.5361 loss_ce_1: 0.4145 loss_bbox_1: 0.2271 loss_giou_1: 0.3965 loss_ce_2: 0.3576 loss_bbox_2: 0.2112 loss_giou_2: 0.374 loss_ce_3: 0.325 loss_bbox_3: 0.2019 loss_giou_3: 0.3624 loss_ce_4: 0.3151 loss_bbox_4: 0.1976 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:47] d2.utils.events INFO: eta: 21:40:15 iter: 172659 total_loss: 5.847 loss_ce: 0.3041 loss_bbox: 0.1858 loss_giou: 0.3401 loss_ce_0: 0.5048 loss_bbox_0: 0.3125 loss_giou_0: 0.52 loss_ce_1: 0.4153 loss_bbox_1: 0.2173 loss_giou_1: 0.3932 loss_ce_2: 0.3457 loss_bbox_2: 0.1962 loss_giou_2: 0.3559 loss_ce_3: 0.3187 loss_bbox_3: 0.1922 loss_giou_3: 0.35 loss_ce_4: 0.3053 loss_bbox_4: 0.1862 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:52] d2.utils.events INFO: eta: 21:39:25 iter: 172679 total_loss: 5.973 loss_ce: 0.31 loss_bbox: 0.1736 loss_giou: 0.3557 loss_ce_0: 0.5099 loss_bbox_0: 0.3139 loss_giou_0: 0.5362 loss_ce_1: 0.4032 loss_bbox_1: 0.2178 loss_giou_1: 0.4106 loss_ce_2: 0.3528 loss_bbox_2: 0.1959 loss_giou_2: 0.3806 loss_ce_3: 0.322 loss_bbox_3: 0.1826 loss_giou_3: 0.3623 loss_ce_4: 0.3059 loss_bbox_4: 0.1783 loss_giou_4: 0.3614 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 03:17:58] d2.utils.events INFO: eta: 21:39:53 iter: 172699 total_loss: 6.037 loss_ce: 0.3001 loss_bbox: 0.1982 loss_giou: 0.3572 loss_ce_0: 0.5024 loss_bbox_0: 0.3376 loss_giou_0: 0.5903 loss_ce_1: 0.4092 loss_bbox_1: 0.2353 loss_giou_1: 0.408 loss_ce_2: 0.3395 loss_bbox_2: 0.2097 loss_giou_2: 0.3726 loss_ce_3: 0.3188 loss_bbox_3: 0.1976 loss_giou_3: 0.3595 loss_ce_4: 0.3062 loss_bbox_4: 0.2005 loss_giou_4: 0.3539 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:04] d2.utils.events INFO: eta: 21:39:13 iter: 172719 total_loss: 5.707 loss_ce: 0.3162 loss_bbox: 0.1947 loss_giou: 0.3204 loss_ce_0: 0.5119 loss_bbox_0: 0.3245 loss_giou_0: 0.5285 loss_ce_1: 0.404 loss_bbox_1: 0.2204 loss_giou_1: 0.3667 loss_ce_2: 0.355 loss_bbox_2: 0.2056 loss_giou_2: 0.3357 loss_ce_3: 0.3258 loss_bbox_3: 0.195 loss_giou_3: 0.321 loss_ce_4: 0.3175 loss_bbox_4: 0.1922 loss_giou_4: 0.3225 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:09] d2.utils.events INFO: eta: 21:39:00 iter: 172739 total_loss: 6.039 loss_ce: 0.3048 loss_bbox: 0.2024 loss_giou: 0.3637 loss_ce_0: 0.4911 loss_bbox_0: 0.3246 loss_giou_0: 0.522 loss_ce_1: 0.3938 loss_bbox_1: 0.2248 loss_giou_1: 0.3972 loss_ce_2: 0.346 loss_bbox_2: 0.2142 loss_giou_2: 0.3749 loss_ce_3: 0.3179 loss_bbox_3: 0.2064 loss_giou_3: 0.3685 loss_ce_4: 0.3087 loss_bbox_4: 0.204 loss_giou_4: 0.3655 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:15] d2.utils.events INFO: eta: 21:38:45 iter: 172759 total_loss: 5.531 loss_ce: 0.284 loss_bbox: 0.1733 loss_giou: 0.3134 loss_ce_0: 0.5041 loss_bbox_0: 0.309 loss_giou_0: 0.5094 loss_ce_1: 0.3901 loss_bbox_1: 0.2078 loss_giou_1: 0.3727 loss_ce_2: 0.3217 loss_bbox_2: 0.188 loss_giou_2: 0.3317 loss_ce_3: 0.2977 loss_bbox_3: 0.178 loss_giou_3: 0.3209 loss_ce_4: 0.2838 loss_bbox_4: 0.1733 loss_giou_4: 0.3149 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:21] d2.utils.events INFO: eta: 21:38:23 iter: 172779 total_loss: 5.716 loss_ce: 0.2797 loss_bbox: 0.1871 loss_giou: 0.333 loss_ce_0: 0.4906 loss_bbox_0: 0.3177 loss_giou_0: 0.5052 loss_ce_1: 0.4025 loss_bbox_1: 0.2191 loss_giou_1: 0.3799 loss_ce_2: 0.3284 loss_bbox_2: 0.2052 loss_giou_2: 0.3544 loss_ce_3: 0.2966 loss_bbox_3: 0.1947 loss_giou_3: 0.3497 loss_ce_4: 0.2847 loss_bbox_4: 0.1915 loss_giou_4: 0.3382 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:26] d2.utils.events INFO: eta: 21:38:18 iter: 172799 total_loss: 5.829 loss_ce: 0.29 loss_bbox: 0.191 loss_giou: 0.355 loss_ce_0: 0.4972 loss_bbox_0: 0.3148 loss_giou_0: 0.5275 loss_ce_1: 0.3926 loss_bbox_1: 0.2262 loss_giou_1: 0.3989 loss_ce_2: 0.3401 loss_bbox_2: 0.2033 loss_giou_2: 0.3774 loss_ce_3: 0.3071 loss_bbox_3: 0.1971 loss_giou_3: 0.3659 loss_ce_4: 0.2843 loss_bbox_4: 0.1879 loss_giou_4: 0.3565 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:32] d2.utils.events INFO: eta: 21:38:29 iter: 172819 total_loss: 5.871 loss_ce: 0.3005 loss_bbox: 0.1935 loss_giou: 0.3605 loss_ce_0: 0.4941 loss_bbox_0: 0.3249 loss_giou_0: 0.532 loss_ce_1: 0.397 loss_bbox_1: 0.2311 loss_giou_1: 0.412 loss_ce_2: 0.3438 loss_bbox_2: 0.2045 loss_giou_2: 0.379 loss_ce_3: 0.3049 loss_bbox_3: 0.201 loss_giou_3: 0.3647 loss_ce_4: 0.3043 loss_bbox_4: 0.1963 loss_giou_4: 0.3603 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:38] d2.utils.events INFO: eta: 21:38:37 iter: 172839 total_loss: 5.99 loss_ce: 0.318 loss_bbox: 0.1913 loss_giou: 0.364 loss_ce_0: 0.5115 loss_bbox_0: 0.3325 loss_giou_0: 0.5567 loss_ce_1: 0.4122 loss_bbox_1: 0.2269 loss_giou_1: 0.4212 loss_ce_2: 0.3471 loss_bbox_2: 0.2047 loss_giou_2: 0.3795 loss_ce_3: 0.3294 loss_bbox_3: 0.1942 loss_giou_3: 0.3719 loss_ce_4: 0.3157 loss_bbox_4: 0.1921 loss_giou_4: 0.3674 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:44] d2.utils.events INFO: eta: 21:38:32 iter: 172859 total_loss: 5.949 loss_ce: 0.3138 loss_bbox: 0.1947 loss_giou: 0.3509 loss_ce_0: 0.5007 loss_bbox_0: 0.3339 loss_giou_0: 0.5475 loss_ce_1: 0.417 loss_bbox_1: 0.2349 loss_giou_1: 0.4086 loss_ce_2: 0.3518 loss_bbox_2: 0.2172 loss_giou_2: 0.3688 loss_ce_3: 0.3223 loss_bbox_3: 0.2029 loss_giou_3: 0.3596 loss_ce_4: 0.3152 loss_bbox_4: 0.1982 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:49] d2.utils.events INFO: eta: 21:38:28 iter: 172879 total_loss: 5.798 loss_ce: 0.3164 loss_bbox: 0.1897 loss_giou: 0.3399 loss_ce_0: 0.5152 loss_bbox_0: 0.3184 loss_giou_0: 0.5331 loss_ce_1: 0.4207 loss_bbox_1: 0.2297 loss_giou_1: 0.4024 loss_ce_2: 0.3631 loss_bbox_2: 0.2074 loss_giou_2: 0.3665 loss_ce_3: 0.3414 loss_bbox_3: 0.1991 loss_giou_3: 0.3497 loss_ce_4: 0.3208 loss_bbox_4: 0.1923 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 03:18:55] d2.utils.events INFO: eta: 21:38:21 iter: 172899 total_loss: 6.051 loss_ce: 0.3143 loss_bbox: 0.1932 loss_giou: 0.3839 loss_ce_0: 0.5006 loss_bbox_0: 0.3163 loss_giou_0: 0.5703 loss_ce_1: 0.4026 loss_bbox_1: 0.2142 loss_giou_1: 0.4336 loss_ce_2: 0.352 loss_bbox_2: 0.2012 loss_giou_2: 0.3982 loss_ce_3: 0.327 loss_bbox_3: 0.1997 loss_giou_3: 0.384 loss_ce_4: 0.3197 loss_bbox_4: 0.1927 loss_giou_4: 0.3856 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:01] d2.utils.events INFO: eta: 21:38:14 iter: 172919 total_loss: 5.689 loss_ce: 0.2836 loss_bbox: 0.1829 loss_giou: 0.3386 loss_ce_0: 0.4873 loss_bbox_0: 0.312 loss_giou_0: 0.5145 loss_ce_1: 0.3869 loss_bbox_1: 0.2126 loss_giou_1: 0.3775 loss_ce_2: 0.331 loss_bbox_2: 0.1943 loss_giou_2: 0.3555 loss_ce_3: 0.298 loss_bbox_3: 0.1879 loss_giou_3: 0.3445 loss_ce_4: 0.2886 loss_bbox_4: 0.1837 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:06] d2.utils.events INFO: eta: 21:38:09 iter: 172939 total_loss: 5.606 loss_ce: 0.2852 loss_bbox: 0.182 loss_giou: 0.3252 loss_ce_0: 0.4916 loss_bbox_0: 0.3044 loss_giou_0: 0.4926 loss_ce_1: 0.3826 loss_bbox_1: 0.2095 loss_giou_1: 0.3725 loss_ce_2: 0.3141 loss_bbox_2: 0.2007 loss_giou_2: 0.3479 loss_ce_3: 0.2896 loss_bbox_3: 0.1909 loss_giou_3: 0.3322 loss_ce_4: 0.2837 loss_bbox_4: 0.1897 loss_giou_4: 0.3307 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:12] d2.utils.events INFO: eta: 21:37:58 iter: 172959 total_loss: 5.788 loss_ce: 0.2971 loss_bbox: 0.1843 loss_giou: 0.3513 loss_ce_0: 0.5127 loss_bbox_0: 0.3111 loss_giou_0: 0.5364 loss_ce_1: 0.3976 loss_bbox_1: 0.2106 loss_giou_1: 0.3905 loss_ce_2: 0.3294 loss_bbox_2: 0.2019 loss_giou_2: 0.3637 loss_ce_3: 0.3124 loss_bbox_3: 0.1902 loss_giou_3: 0.3595 loss_ce_4: 0.2964 loss_bbox_4: 0.1863 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:18] d2.utils.events INFO: eta: 21:37:22 iter: 172979 total_loss: 5.943 loss_ce: 0.3103 loss_bbox: 0.1853 loss_giou: 0.3381 loss_ce_0: 0.5181 loss_bbox_0: 0.3158 loss_giou_0: 0.5295 loss_ce_1: 0.417 loss_bbox_1: 0.2186 loss_giou_1: 0.3871 loss_ce_2: 0.3418 loss_bbox_2: 0.1961 loss_giou_2: 0.3482 loss_ce_3: 0.3221 loss_bbox_3: 0.1856 loss_giou_3: 0.3446 loss_ce_4: 0.3162 loss_bbox_4: 0.1845 loss_giou_4: 0.3407 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:23] d2.utils.events INFO: eta: 21:37:11 iter: 172999 total_loss: 5.948 loss_ce: 0.2996 loss_bbox: 0.1833 loss_giou: 0.3674 loss_ce_0: 0.5117 loss_bbox_0: 0.3109 loss_giou_0: 0.5512 loss_ce_1: 0.3919 loss_bbox_1: 0.2158 loss_giou_1: 0.4093 loss_ce_2: 0.3343 loss_bbox_2: 0.1948 loss_giou_2: 0.3822 loss_ce_3: 0.3106 loss_bbox_3: 0.1892 loss_giou_3: 0.3722 loss_ce_4: 0.2978 loss_bbox_4: 0.1839 loss_giou_4: 0.3716 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:29] d2.utils.events INFO: eta: 21:36:56 iter: 173019 total_loss: 5.837 loss_ce: 0.3011 loss_bbox: 0.1846 loss_giou: 0.3524 loss_ce_0: 0.4948 loss_bbox_0: 0.308 loss_giou_0: 0.5239 loss_ce_1: 0.3932 loss_bbox_1: 0.2125 loss_giou_1: 0.4013 loss_ce_2: 0.3477 loss_bbox_2: 0.197 loss_giou_2: 0.368 loss_ce_3: 0.3147 loss_bbox_3: 0.1877 loss_giou_3: 0.3585 loss_ce_4: 0.3054 loss_bbox_4: 0.1869 loss_giou_4: 0.3524 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:35] d2.utils.events INFO: eta: 21:36:57 iter: 173039 total_loss: 6.038 loss_ce: 0.3214 loss_bbox: 0.2011 loss_giou: 0.3577 loss_ce_0: 0.5085 loss_bbox_0: 0.3372 loss_giou_0: 0.5502 loss_ce_1: 0.4076 loss_bbox_1: 0.2387 loss_giou_1: 0.4213 loss_ce_2: 0.3508 loss_bbox_2: 0.2205 loss_giou_2: 0.3894 loss_ce_3: 0.3255 loss_bbox_3: 0.2107 loss_giou_3: 0.3653 loss_ce_4: 0.3215 loss_bbox_4: 0.2057 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:40] d2.utils.events INFO: eta: 21:37:00 iter: 173059 total_loss: 6.15 loss_ce: 0.3074 loss_bbox: 0.1989 loss_giou: 0.3615 loss_ce_0: 0.5087 loss_bbox_0: 0.3269 loss_giou_0: 0.5358 loss_ce_1: 0.4094 loss_bbox_1: 0.2287 loss_giou_1: 0.409 loss_ce_2: 0.3412 loss_bbox_2: 0.2111 loss_giou_2: 0.3766 loss_ce_3: 0.3134 loss_bbox_3: 0.2102 loss_giou_3: 0.3659 loss_ce_4: 0.3099 loss_bbox_4: 0.2049 loss_giou_4: 0.3669 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:46] d2.utils.events INFO: eta: 21:36:49 iter: 173079 total_loss: 5.702 loss_ce: 0.298 loss_bbox: 0.1943 loss_giou: 0.3548 loss_ce_0: 0.5142 loss_bbox_0: 0.3092 loss_giou_0: 0.529 loss_ce_1: 0.4081 loss_bbox_1: 0.2266 loss_giou_1: 0.3949 loss_ce_2: 0.3514 loss_bbox_2: 0.2054 loss_giou_2: 0.3691 loss_ce_3: 0.3133 loss_bbox_3: 0.1944 loss_giou_3: 0.3593 loss_ce_4: 0.2999 loss_bbox_4: 0.1958 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:52] d2.utils.events INFO: eta: 21:36:43 iter: 173099 total_loss: 5.784 loss_ce: 0.3182 loss_bbox: 0.1871 loss_giou: 0.341 loss_ce_0: 0.5045 loss_bbox_0: 0.3149 loss_giou_0: 0.5156 loss_ce_1: 0.4031 loss_bbox_1: 0.2174 loss_giou_1: 0.3815 loss_ce_2: 0.3615 loss_bbox_2: 0.1977 loss_giou_2: 0.3546 loss_ce_3: 0.3281 loss_bbox_3: 0.1859 loss_giou_3: 0.3424 loss_ce_4: 0.3233 loss_bbox_4: 0.1829 loss_giou_4: 0.3426 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:19:58] d2.utils.events INFO: eta: 21:36:31 iter: 173119 total_loss: 5.932 loss_ce: 0.3048 loss_bbox: 0.1815 loss_giou: 0.3623 loss_ce_0: 0.5104 loss_bbox_0: 0.3257 loss_giou_0: 0.5217 loss_ce_1: 0.4109 loss_bbox_1: 0.2135 loss_giou_1: 0.411 loss_ce_2: 0.3521 loss_bbox_2: 0.1991 loss_giou_2: 0.3796 loss_ce_3: 0.3257 loss_bbox_3: 0.1888 loss_giou_3: 0.3656 loss_ce_4: 0.3112 loss_bbox_4: 0.1816 loss_giou_4: 0.3609 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:03] d2.utils.events INFO: eta: 21:36:25 iter: 173139 total_loss: 5.677 loss_ce: 0.3002 loss_bbox: 0.1855 loss_giou: 0.3194 loss_ce_0: 0.5018 loss_bbox_0: 0.3137 loss_giou_0: 0.4996 loss_ce_1: 0.397 loss_bbox_1: 0.2275 loss_giou_1: 0.3609 loss_ce_2: 0.3323 loss_bbox_2: 0.1991 loss_giou_2: 0.3405 loss_ce_3: 0.3096 loss_bbox_3: 0.1878 loss_giou_3: 0.3341 loss_ce_4: 0.2974 loss_bbox_4: 0.1893 loss_giou_4: 0.323 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:09] d2.utils.events INFO: eta: 21:36:39 iter: 173159 total_loss: 5.675 loss_ce: 0.2939 loss_bbox: 0.1807 loss_giou: 0.3346 loss_ce_0: 0.4866 loss_bbox_0: 0.2983 loss_giou_0: 0.5167 loss_ce_1: 0.3901 loss_bbox_1: 0.2196 loss_giou_1: 0.3885 loss_ce_2: 0.3272 loss_bbox_2: 0.1928 loss_giou_2: 0.3559 loss_ce_3: 0.295 loss_bbox_3: 0.1855 loss_giou_3: 0.3418 loss_ce_4: 0.2866 loss_bbox_4: 0.1869 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:15] d2.utils.events INFO: eta: 21:36:52 iter: 173179 total_loss: 5.627 loss_ce: 0.2908 loss_bbox: 0.183 loss_giou: 0.3191 loss_ce_0: 0.4986 loss_bbox_0: 0.3122 loss_giou_0: 0.4786 loss_ce_1: 0.3879 loss_bbox_1: 0.224 loss_giou_1: 0.3575 loss_ce_2: 0.3288 loss_bbox_2: 0.2043 loss_giou_2: 0.3316 loss_ce_3: 0.2976 loss_bbox_3: 0.1951 loss_giou_3: 0.3308 loss_ce_4: 0.2889 loss_bbox_4: 0.1869 loss_giou_4: 0.3214 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:20] d2.utils.events INFO: eta: 21:36:52 iter: 173199 total_loss: 5.855 loss_ce: 0.2928 loss_bbox: 0.1835 loss_giou: 0.3504 loss_ce_0: 0.5074 loss_bbox_0: 0.3187 loss_giou_0: 0.5551 loss_ce_1: 0.3951 loss_bbox_1: 0.2129 loss_giou_1: 0.4028 loss_ce_2: 0.336 loss_bbox_2: 0.1979 loss_giou_2: 0.3723 loss_ce_3: 0.3136 loss_bbox_3: 0.1895 loss_giou_3: 0.3584 loss_ce_4: 0.295 loss_bbox_4: 0.1834 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:26] d2.utils.events INFO: eta: 21:36:41 iter: 173219 total_loss: 5.973 loss_ce: 0.3289 loss_bbox: 0.2013 loss_giou: 0.346 loss_ce_0: 0.4892 loss_bbox_0: 0.3373 loss_giou_0: 0.5492 loss_ce_1: 0.3976 loss_bbox_1: 0.235 loss_giou_1: 0.3968 loss_ce_2: 0.3674 loss_bbox_2: 0.2206 loss_giou_2: 0.3613 loss_ce_3: 0.3419 loss_bbox_3: 0.2104 loss_giou_3: 0.3562 loss_ce_4: 0.3265 loss_bbox_4: 0.2069 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:32] d2.utils.events INFO: eta: 21:37:15 iter: 173239 total_loss: 5.787 loss_ce: 0.2875 loss_bbox: 0.1958 loss_giou: 0.3206 loss_ce_0: 0.511 loss_bbox_0: 0.3173 loss_giou_0: 0.5017 loss_ce_1: 0.4028 loss_bbox_1: 0.2283 loss_giou_1: 0.3602 loss_ce_2: 0.3293 loss_bbox_2: 0.2021 loss_giou_2: 0.3343 loss_ce_3: 0.307 loss_bbox_3: 0.2005 loss_giou_3: 0.3281 loss_ce_4: 0.2902 loss_bbox_4: 0.1979 loss_giou_4: 0.3239 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:37] d2.utils.events INFO: eta: 21:36:45 iter: 173259 total_loss: 5.588 loss_ce: 0.2896 loss_bbox: 0.1815 loss_giou: 0.3239 loss_ce_0: 0.4893 loss_bbox_0: 0.3057 loss_giou_0: 0.5118 loss_ce_1: 0.3885 loss_bbox_1: 0.215 loss_giou_1: 0.3758 loss_ce_2: 0.3305 loss_bbox_2: 0.1939 loss_giou_2: 0.3419 loss_ce_3: 0.3002 loss_bbox_3: 0.1909 loss_giou_3: 0.3338 loss_ce_4: 0.2885 loss_bbox_4: 0.181 loss_giou_4: 0.3302 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:43] d2.utils.events INFO: eta: 21:36:23 iter: 173279 total_loss: 5.815 loss_ce: 0.2948 loss_bbox: 0.1817 loss_giou: 0.349 loss_ce_0: 0.4897 loss_bbox_0: 0.2998 loss_giou_0: 0.5239 loss_ce_1: 0.3907 loss_bbox_1: 0.2082 loss_giou_1: 0.3904 loss_ce_2: 0.3262 loss_bbox_2: 0.1946 loss_giou_2: 0.361 loss_ce_3: 0.3004 loss_bbox_3: 0.1863 loss_giou_3: 0.354 loss_ce_4: 0.2911 loss_bbox_4: 0.1848 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:49] d2.utils.events INFO: eta: 21:36:24 iter: 173299 total_loss: 5.734 loss_ce: 0.2999 loss_bbox: 0.1912 loss_giou: 0.341 loss_ce_0: 0.4989 loss_bbox_0: 0.3306 loss_giou_0: 0.5163 loss_ce_1: 0.4053 loss_bbox_1: 0.2185 loss_giou_1: 0.3863 loss_ce_2: 0.3407 loss_bbox_2: 0.2081 loss_giou_2: 0.3615 loss_ce_3: 0.3168 loss_bbox_3: 0.1978 loss_giou_3: 0.3472 loss_ce_4: 0.3094 loss_bbox_4: 0.1941 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 03:20:54] d2.utils.events INFO: eta: 21:36:08 iter: 173319 total_loss: 5.936 loss_ce: 0.3028 loss_bbox: 0.1876 loss_giou: 0.349 loss_ce_0: 0.5102 loss_bbox_0: 0.3232 loss_giou_0: 0.5383 loss_ce_1: 0.3966 loss_bbox_1: 0.2249 loss_giou_1: 0.4115 loss_ce_2: 0.3438 loss_bbox_2: 0.201 loss_giou_2: 0.3731 loss_ce_3: 0.3147 loss_bbox_3: 0.1905 loss_giou_3: 0.3546 loss_ce_4: 0.3067 loss_bbox_4: 0.1903 loss_giou_4: 0.3536 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:00] d2.utils.events INFO: eta: 21:36:06 iter: 173339 total_loss: 5.93 loss_ce: 0.3067 loss_bbox: 0.1967 loss_giou: 0.3894 loss_ce_0: 0.5042 loss_bbox_0: 0.3233 loss_giou_0: 0.5647 loss_ce_1: 0.4064 loss_bbox_1: 0.2288 loss_giou_1: 0.4384 loss_ce_2: 0.3617 loss_bbox_2: 0.2084 loss_giou_2: 0.4005 loss_ce_3: 0.3286 loss_bbox_3: 0.2031 loss_giou_3: 0.3933 loss_ce_4: 0.3136 loss_bbox_4: 0.1971 loss_giou_4: 0.3857 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:06] d2.utils.events INFO: eta: 21:35:50 iter: 173359 total_loss: 5.729 loss_ce: 0.2963 loss_bbox: 0.1831 loss_giou: 0.3359 loss_ce_0: 0.527 loss_bbox_0: 0.3239 loss_giou_0: 0.5172 loss_ce_1: 0.4032 loss_bbox_1: 0.2213 loss_giou_1: 0.3832 loss_ce_2: 0.334 loss_bbox_2: 0.2047 loss_giou_2: 0.3616 loss_ce_3: 0.301 loss_bbox_3: 0.189 loss_giou_3: 0.3484 loss_ce_4: 0.2917 loss_bbox_4: 0.1855 loss_giou_4: 0.3396 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:12] d2.utils.events INFO: eta: 21:36:01 iter: 173379 total_loss: 5.99 loss_ce: 0.3028 loss_bbox: 0.1855 loss_giou: 0.3635 loss_ce_0: 0.5124 loss_bbox_0: 0.3183 loss_giou_0: 0.551 loss_ce_1: 0.396 loss_bbox_1: 0.2205 loss_giou_1: 0.4094 loss_ce_2: 0.3361 loss_bbox_2: 0.2003 loss_giou_2: 0.3776 loss_ce_3: 0.3083 loss_bbox_3: 0.1877 loss_giou_3: 0.3682 loss_ce_4: 0.3 loss_bbox_4: 0.1872 loss_giou_4: 0.3691 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:17] d2.utils.events INFO: eta: 21:35:25 iter: 173399 total_loss: 6.043 loss_ce: 0.3213 loss_bbox: 0.1929 loss_giou: 0.3593 loss_ce_0: 0.5271 loss_bbox_0: 0.319 loss_giou_0: 0.5391 loss_ce_1: 0.4304 loss_bbox_1: 0.2199 loss_giou_1: 0.4056 loss_ce_2: 0.3525 loss_bbox_2: 0.2021 loss_giou_2: 0.3716 loss_ce_3: 0.3319 loss_bbox_3: 0.2009 loss_giou_3: 0.3631 loss_ce_4: 0.3217 loss_bbox_4: 0.1949 loss_giou_4: 0.364 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:23] d2.utils.events INFO: eta: 21:35:40 iter: 173419 total_loss: 5.688 loss_ce: 0.2936 loss_bbox: 0.1961 loss_giou: 0.3542 loss_ce_0: 0.5076 loss_bbox_0: 0.315 loss_giou_0: 0.5314 loss_ce_1: 0.3852 loss_bbox_1: 0.2277 loss_giou_1: 0.4003 loss_ce_2: 0.3264 loss_bbox_2: 0.206 loss_giou_2: 0.3718 loss_ce_3: 0.2965 loss_bbox_3: 0.2004 loss_giou_3: 0.3592 loss_ce_4: 0.2984 loss_bbox_4: 0.2012 loss_giou_4: 0.356 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:29] d2.utils.events INFO: eta: 21:35:39 iter: 173439 total_loss: 6.052 loss_ce: 0.3163 loss_bbox: 0.1831 loss_giou: 0.3439 loss_ce_0: 0.5221 loss_bbox_0: 0.3431 loss_giou_0: 0.5532 loss_ce_1: 0.4185 loss_bbox_1: 0.224 loss_giou_1: 0.4092 loss_ce_2: 0.3606 loss_bbox_2: 0.2024 loss_giou_2: 0.3727 loss_ce_3: 0.3248 loss_bbox_3: 0.1934 loss_giou_3: 0.3558 loss_ce_4: 0.3176 loss_bbox_4: 0.1844 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:34] d2.utils.events INFO: eta: 21:35:39 iter: 173459 total_loss: 5.643 loss_ce: 0.3006 loss_bbox: 0.1844 loss_giou: 0.3299 loss_ce_0: 0.4906 loss_bbox_0: 0.3128 loss_giou_0: 0.5293 loss_ce_1: 0.4182 loss_bbox_1: 0.2178 loss_giou_1: 0.3859 loss_ce_2: 0.354 loss_bbox_2: 0.1996 loss_giou_2: 0.3486 loss_ce_3: 0.3209 loss_bbox_3: 0.1911 loss_giou_3: 0.3389 loss_ce_4: 0.3029 loss_bbox_4: 0.1899 loss_giou_4: 0.3336 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:40] d2.utils.events INFO: eta: 21:35:28 iter: 173479 total_loss: 6.011 loss_ce: 0.3189 loss_bbox: 0.1791 loss_giou: 0.3326 loss_ce_0: 0.5302 loss_bbox_0: 0.3296 loss_giou_0: 0.5269 loss_ce_1: 0.4285 loss_bbox_1: 0.221 loss_giou_1: 0.3978 loss_ce_2: 0.3562 loss_bbox_2: 0.1947 loss_giou_2: 0.3569 loss_ce_3: 0.3285 loss_bbox_3: 0.1887 loss_giou_3: 0.3424 loss_ce_4: 0.3205 loss_bbox_4: 0.1866 loss_giou_4: 0.3378 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:46] d2.utils.events INFO: eta: 21:35:18 iter: 173499 total_loss: 6.045 loss_ce: 0.3034 loss_bbox: 0.1917 loss_giou: 0.3558 loss_ce_0: 0.5182 loss_bbox_0: 0.3299 loss_giou_0: 0.5497 loss_ce_1: 0.4082 loss_bbox_1: 0.2241 loss_giou_1: 0.4072 loss_ce_2: 0.3401 loss_bbox_2: 0.209 loss_giou_2: 0.3756 loss_ce_3: 0.3128 loss_bbox_3: 0.1986 loss_giou_3: 0.3607 loss_ce_4: 0.3146 loss_bbox_4: 0.1958 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:51] d2.utils.events INFO: eta: 21:34:54 iter: 173519 total_loss: 5.858 loss_ce: 0.3115 loss_bbox: 0.1949 loss_giou: 0.3214 loss_ce_0: 0.51 loss_bbox_0: 0.337 loss_giou_0: 0.5251 loss_ce_1: 0.397 loss_bbox_1: 0.2382 loss_giou_1: 0.3716 loss_ce_2: 0.3442 loss_bbox_2: 0.2125 loss_giou_2: 0.3424 loss_ce_3: 0.3156 loss_bbox_3: 0.2065 loss_giou_3: 0.3338 loss_ce_4: 0.3129 loss_bbox_4: 0.2002 loss_giou_4: 0.3267 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:21:57] d2.utils.events INFO: eta: 21:34:42 iter: 173539 total_loss: 5.91 loss_ce: 0.31 loss_bbox: 0.1854 loss_giou: 0.3337 loss_ce_0: 0.5106 loss_bbox_0: 0.323 loss_giou_0: 0.5382 loss_ce_1: 0.4051 loss_bbox_1: 0.2231 loss_giou_1: 0.3905 loss_ce_2: 0.3401 loss_bbox_2: 0.2003 loss_giou_2: 0.3521 loss_ce_3: 0.3175 loss_bbox_3: 0.1916 loss_giou_3: 0.3408 loss_ce_4: 0.3039 loss_bbox_4: 0.1872 loss_giou_4: 0.3341 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:03] d2.utils.events INFO: eta: 21:34:24 iter: 173559 total_loss: 5.943 loss_ce: 0.3199 loss_bbox: 0.1798 loss_giou: 0.3411 loss_ce_0: 0.5244 loss_bbox_0: 0.3056 loss_giou_0: 0.5189 loss_ce_1: 0.4379 loss_bbox_1: 0.2135 loss_giou_1: 0.3875 loss_ce_2: 0.3643 loss_bbox_2: 0.1993 loss_giou_2: 0.3517 loss_ce_3: 0.3438 loss_bbox_3: 0.1772 loss_giou_3: 0.346 loss_ce_4: 0.3208 loss_bbox_4: 0.1777 loss_giou_4: 0.3459 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:08] d2.utils.events INFO: eta: 21:33:51 iter: 173579 total_loss: 5.936 loss_ce: 0.3217 loss_bbox: 0.177 loss_giou: 0.3466 loss_ce_0: 0.5167 loss_bbox_0: 0.3186 loss_giou_0: 0.5332 loss_ce_1: 0.4052 loss_bbox_1: 0.2104 loss_giou_1: 0.3958 loss_ce_2: 0.3596 loss_bbox_2: 0.1892 loss_giou_2: 0.3696 loss_ce_3: 0.3323 loss_bbox_3: 0.183 loss_giou_3: 0.358 loss_ce_4: 0.3221 loss_bbox_4: 0.1778 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:14] d2.utils.events INFO: eta: 21:33:41 iter: 173599 total_loss: 5.712 loss_ce: 0.2985 loss_bbox: 0.1771 loss_giou: 0.3239 loss_ce_0: 0.5045 loss_bbox_0: 0.3003 loss_giou_0: 0.5173 loss_ce_1: 0.4034 loss_bbox_1: 0.2006 loss_giou_1: 0.3685 loss_ce_2: 0.3266 loss_bbox_2: 0.195 loss_giou_2: 0.343 loss_ce_3: 0.3154 loss_bbox_3: 0.1826 loss_giou_3: 0.3302 loss_ce_4: 0.2929 loss_bbox_4: 0.1767 loss_giou_4: 0.3298 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:20] d2.utils.events INFO: eta: 21:33:29 iter: 173619 total_loss: 5.825 loss_ce: 0.2936 loss_bbox: 0.1855 loss_giou: 0.3092 loss_ce_0: 0.5068 loss_bbox_0: 0.328 loss_giou_0: 0.492 loss_ce_1: 0.4097 loss_bbox_1: 0.231 loss_giou_1: 0.3617 loss_ce_2: 0.3429 loss_bbox_2: 0.2114 loss_giou_2: 0.331 loss_ce_3: 0.3129 loss_bbox_3: 0.1966 loss_giou_3: 0.3166 loss_ce_4: 0.2927 loss_bbox_4: 0.1959 loss_giou_4: 0.311 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:25] d2.utils.events INFO: eta: 21:33:30 iter: 173639 total_loss: 5.914 loss_ce: 0.3065 loss_bbox: 0.1844 loss_giou: 0.3664 loss_ce_0: 0.5224 loss_bbox_0: 0.3209 loss_giou_0: 0.5576 loss_ce_1: 0.406 loss_bbox_1: 0.2238 loss_giou_1: 0.4165 loss_ce_2: 0.3563 loss_bbox_2: 0.1985 loss_giou_2: 0.3797 loss_ce_3: 0.3187 loss_bbox_3: 0.1932 loss_giou_3: 0.3717 loss_ce_4: 0.3149 loss_bbox_4: 0.1872 loss_giou_4: 0.3682 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:31] d2.utils.events INFO: eta: 21:33:38 iter: 173659 total_loss: 6.037 loss_ce: 0.3129 loss_bbox: 0.1995 loss_giou: 0.3397 loss_ce_0: 0.5363 loss_bbox_0: 0.3275 loss_giou_0: 0.5267 loss_ce_1: 0.4224 loss_bbox_1: 0.233 loss_giou_1: 0.3855 loss_ce_2: 0.3676 loss_bbox_2: 0.2093 loss_giou_2: 0.3537 loss_ce_3: 0.3244 loss_bbox_3: 0.2039 loss_giou_3: 0.3538 loss_ce_4: 0.3187 loss_bbox_4: 0.2067 loss_giou_4: 0.341 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:37] d2.utils.events INFO: eta: 21:33:38 iter: 173679 total_loss: 5.414 loss_ce: 0.2751 loss_bbox: 0.1776 loss_giou: 0.3124 loss_ce_0: 0.4902 loss_bbox_0: 0.2957 loss_giou_0: 0.4884 loss_ce_1: 0.3988 loss_bbox_1: 0.2067 loss_giou_1: 0.3567 loss_ce_2: 0.3223 loss_bbox_2: 0.187 loss_giou_2: 0.3269 loss_ce_3: 0.2951 loss_bbox_3: 0.1766 loss_giou_3: 0.3162 loss_ce_4: 0.2748 loss_bbox_4: 0.1796 loss_giou_4: 0.313 time: 0.2802 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:42] d2.utils.events INFO: eta: 21:33:18 iter: 173699 total_loss: 5.72 loss_ce: 0.3067 loss_bbox: 0.2043 loss_giou: 0.3228 loss_ce_0: 0.5022 loss_bbox_0: 0.3299 loss_giou_0: 0.5072 loss_ce_1: 0.4068 loss_bbox_1: 0.2299 loss_giou_1: 0.3627 loss_ce_2: 0.3518 loss_bbox_2: 0.2104 loss_giou_2: 0.3375 loss_ce_3: 0.3193 loss_bbox_3: 0.2051 loss_giou_3: 0.3304 loss_ce_4: 0.31 loss_bbox_4: 0.201 loss_giou_4: 0.3267 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:48] d2.utils.events INFO: eta: 21:33:32 iter: 173719 total_loss: 5.844 loss_ce: 0.3043 loss_bbox: 0.1899 loss_giou: 0.3484 loss_ce_0: 0.4979 loss_bbox_0: 0.3243 loss_giou_0: 0.5233 loss_ce_1: 0.3946 loss_bbox_1: 0.2211 loss_giou_1: 0.4014 loss_ce_2: 0.3348 loss_bbox_2: 0.207 loss_giou_2: 0.3676 loss_ce_3: 0.3185 loss_bbox_3: 0.1969 loss_giou_3: 0.3514 loss_ce_4: 0.3092 loss_bbox_4: 0.1928 loss_giou_4: 0.3519 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:54] d2.utils.events INFO: eta: 21:33:15 iter: 173739 total_loss: 6.125 loss_ce: 0.3164 loss_bbox: 0.1809 loss_giou: 0.3609 loss_ce_0: 0.5154 loss_bbox_0: 0.3183 loss_giou_0: 0.5526 loss_ce_1: 0.4142 loss_bbox_1: 0.2203 loss_giou_1: 0.4214 loss_ce_2: 0.3531 loss_bbox_2: 0.1948 loss_giou_2: 0.3919 loss_ce_3: 0.3248 loss_bbox_3: 0.1932 loss_giou_3: 0.3656 loss_ce_4: 0.3169 loss_bbox_4: 0.1814 loss_giou_4: 0.3642 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 03:22:59] d2.utils.events INFO: eta: 21:33:16 iter: 173759 total_loss: 5.673 loss_ce: 0.2995 loss_bbox: 0.1739 loss_giou: 0.3154 loss_ce_0: 0.5264 loss_bbox_0: 0.307 loss_giou_0: 0.521 loss_ce_1: 0.4093 loss_bbox_1: 0.2097 loss_giou_1: 0.3677 loss_ce_2: 0.3414 loss_bbox_2: 0.1891 loss_giou_2: 0.3419 loss_ce_3: 0.3081 loss_bbox_3: 0.1815 loss_giou_3: 0.3301 loss_ce_4: 0.293 loss_bbox_4: 0.1772 loss_giou_4: 0.3256 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:05] d2.utils.events INFO: eta: 21:33:18 iter: 173779 total_loss: 5.727 loss_ce: 0.2955 loss_bbox: 0.1737 loss_giou: 0.3332 loss_ce_0: 0.4853 loss_bbox_0: 0.3005 loss_giou_0: 0.5288 loss_ce_1: 0.3869 loss_bbox_1: 0.2111 loss_giou_1: 0.3934 loss_ce_2: 0.3327 loss_bbox_2: 0.1855 loss_giou_2: 0.3597 loss_ce_3: 0.301 loss_bbox_3: 0.1754 loss_giou_3: 0.3432 loss_ce_4: 0.2932 loss_bbox_4: 0.17 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:11] d2.utils.events INFO: eta: 21:33:11 iter: 173799 total_loss: 5.881 loss_ce: 0.3056 loss_bbox: 0.1915 loss_giou: 0.3451 loss_ce_0: 0.4975 loss_bbox_0: 0.3171 loss_giou_0: 0.5283 loss_ce_1: 0.4003 loss_bbox_1: 0.2233 loss_giou_1: 0.3966 loss_ce_2: 0.3358 loss_bbox_2: 0.209 loss_giou_2: 0.3641 loss_ce_3: 0.3149 loss_bbox_3: 0.1991 loss_giou_3: 0.3497 loss_ce_4: 0.3018 loss_bbox_4: 0.1935 loss_giou_4: 0.3484 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:16] d2.utils.events INFO: eta: 21:32:53 iter: 173819 total_loss: 5.831 loss_ce: 0.3028 loss_bbox: 0.189 loss_giou: 0.3467 loss_ce_0: 0.5071 loss_bbox_0: 0.3231 loss_giou_0: 0.4867 loss_ce_1: 0.3946 loss_bbox_1: 0.2249 loss_giou_1: 0.3864 loss_ce_2: 0.3355 loss_bbox_2: 0.2008 loss_giou_2: 0.3545 loss_ce_3: 0.305 loss_bbox_3: 0.194 loss_giou_3: 0.3489 loss_ce_4: 0.3048 loss_bbox_4: 0.1914 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:22] d2.utils.events INFO: eta: 21:32:31 iter: 173839 total_loss: 5.667 loss_ce: 0.2725 loss_bbox: 0.1749 loss_giou: 0.3374 loss_ce_0: 0.5 loss_bbox_0: 0.3078 loss_giou_0: 0.4956 loss_ce_1: 0.3689 loss_bbox_1: 0.2022 loss_giou_1: 0.3817 loss_ce_2: 0.3062 loss_bbox_2: 0.1834 loss_giou_2: 0.3548 loss_ce_3: 0.2893 loss_bbox_3: 0.1791 loss_giou_3: 0.3435 loss_ce_4: 0.2763 loss_bbox_4: 0.1729 loss_giou_4: 0.3417 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:28] d2.utils.events INFO: eta: 21:32:19 iter: 173859 total_loss: 6.009 loss_ce: 0.291 loss_bbox: 0.1867 loss_giou: 0.3526 loss_ce_0: 0.5069 loss_bbox_0: 0.323 loss_giou_0: 0.549 loss_ce_1: 0.3922 loss_bbox_1: 0.2335 loss_giou_1: 0.4109 loss_ce_2: 0.3203 loss_bbox_2: 0.2072 loss_giou_2: 0.3747 loss_ce_3: 0.2973 loss_bbox_3: 0.195 loss_giou_3: 0.3607 loss_ce_4: 0.2935 loss_bbox_4: 0.1911 loss_giou_4: 0.3579 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:33] d2.utils.events INFO: eta: 21:32:20 iter: 173879 total_loss: 5.904 loss_ce: 0.3025 loss_bbox: 0.1983 loss_giou: 0.338 loss_ce_0: 0.515 loss_bbox_0: 0.3281 loss_giou_0: 0.5109 loss_ce_1: 0.4038 loss_bbox_1: 0.2354 loss_giou_1: 0.3712 loss_ce_2: 0.3341 loss_bbox_2: 0.2069 loss_giou_2: 0.3546 loss_ce_3: 0.312 loss_bbox_3: 0.1994 loss_giou_3: 0.3432 loss_ce_4: 0.3052 loss_bbox_4: 0.1963 loss_giou_4: 0.3405 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:39] d2.utils.events INFO: eta: 21:31:53 iter: 173899 total_loss: 5.738 loss_ce: 0.3045 loss_bbox: 0.2002 loss_giou: 0.3311 loss_ce_0: 0.497 loss_bbox_0: 0.3286 loss_giou_0: 0.5014 loss_ce_1: 0.4029 loss_bbox_1: 0.2275 loss_giou_1: 0.3703 loss_ce_2: 0.3261 loss_bbox_2: 0.2167 loss_giou_2: 0.3445 loss_ce_3: 0.3107 loss_bbox_3: 0.2017 loss_giou_3: 0.3377 loss_ce_4: 0.3017 loss_bbox_4: 0.1964 loss_giou_4: 0.3322 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:45] d2.utils.events INFO: eta: 21:31:41 iter: 173919 total_loss: 5.772 loss_ce: 0.3233 loss_bbox: 0.1772 loss_giou: 0.3313 loss_ce_0: 0.5212 loss_bbox_0: 0.3147 loss_giou_0: 0.5159 loss_ce_1: 0.4156 loss_bbox_1: 0.212 loss_giou_1: 0.3746 loss_ce_2: 0.3623 loss_bbox_2: 0.1953 loss_giou_2: 0.3361 loss_ce_3: 0.3307 loss_bbox_3: 0.1872 loss_giou_3: 0.336 loss_ce_4: 0.3226 loss_bbox_4: 0.181 loss_giou_4: 0.3343 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:50] d2.utils.events INFO: eta: 21:31:25 iter: 173939 total_loss: 5.881 loss_ce: 0.2956 loss_bbox: 0.1992 loss_giou: 0.3393 loss_ce_0: 0.4963 loss_bbox_0: 0.3256 loss_giou_0: 0.4907 loss_ce_1: 0.3896 loss_bbox_1: 0.2329 loss_giou_1: 0.3771 loss_ce_2: 0.3295 loss_bbox_2: 0.2142 loss_giou_2: 0.3529 loss_ce_3: 0.3004 loss_bbox_3: 0.2088 loss_giou_3: 0.3473 loss_ce_4: 0.2916 loss_bbox_4: 0.2042 loss_giou_4: 0.3397 time: 0.2802 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 03:23:56] d2.utils.events INFO: eta: 21:31:42 iter: 173959 total_loss: 5.808 loss_ce: 0.2787 loss_bbox: 0.1998 loss_giou: 0.3184 loss_ce_0: 0.472 loss_bbox_0: 0.3336 loss_giou_0: 0.5165 loss_ce_1: 0.3945 loss_bbox_1: 0.2342 loss_giou_1: 0.3752 loss_ce_2: 0.3349 loss_bbox_2: 0.2117 loss_giou_2: 0.3372 loss_ce_3: 0.3046 loss_bbox_3: 0.2023 loss_giou_3: 0.3331 loss_ce_4: 0.2846 loss_bbox_4: 0.2 loss_giou_4: 0.3242 time: 0.2802 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:02] d2.utils.events INFO: eta: 21:32:08 iter: 173979 total_loss: 5.689 loss_ce: 0.3139 loss_bbox: 0.1932 loss_giou: 0.3375 loss_ce_0: 0.5018 loss_bbox_0: 0.3211 loss_giou_0: 0.4955 loss_ce_1: 0.4029 loss_bbox_1: 0.224 loss_giou_1: 0.3872 loss_ce_2: 0.3512 loss_bbox_2: 0.2055 loss_giou_2: 0.3597 loss_ce_3: 0.3232 loss_bbox_3: 0.1994 loss_giou_3: 0.3455 loss_ce_4: 0.3049 loss_bbox_4: 0.1952 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:07] d2.utils.events INFO: eta: 21:31:40 iter: 173999 total_loss: 5.971 loss_ce: 0.3142 loss_bbox: 0.2057 loss_giou: 0.346 loss_ce_0: 0.5154 loss_bbox_0: 0.3416 loss_giou_0: 0.5107 loss_ce_1: 0.4224 loss_bbox_1: 0.2438 loss_giou_1: 0.3927 loss_ce_2: 0.3654 loss_bbox_2: 0.2164 loss_giou_2: 0.3641 loss_ce_3: 0.3311 loss_bbox_3: 0.2099 loss_giou_3: 0.3548 loss_ce_4: 0.3197 loss_bbox_4: 0.1998 loss_giou_4: 0.3497 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:13] d2.utils.events INFO: eta: 21:31:45 iter: 174019 total_loss: 6.04 loss_ce: 0.3053 loss_bbox: 0.2064 loss_giou: 0.3636 loss_ce_0: 0.5025 loss_bbox_0: 0.3281 loss_giou_0: 0.5413 loss_ce_1: 0.4009 loss_bbox_1: 0.2439 loss_giou_1: 0.4147 loss_ce_2: 0.3437 loss_bbox_2: 0.2244 loss_giou_2: 0.3865 loss_ce_3: 0.3123 loss_bbox_3: 0.2095 loss_giou_3: 0.3757 loss_ce_4: 0.3091 loss_bbox_4: 0.2086 loss_giou_4: 0.3689 time: 0.2802 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:19] d2.utils.events INFO: eta: 21:31:40 iter: 174039 total_loss: 5.884 loss_ce: 0.3012 loss_bbox: 0.1907 loss_giou: 0.3501 loss_ce_0: 0.4914 loss_bbox_0: 0.3171 loss_giou_0: 0.5372 loss_ce_1: 0.3996 loss_bbox_1: 0.2184 loss_giou_1: 0.4115 loss_ce_2: 0.3394 loss_bbox_2: 0.2093 loss_giou_2: 0.3668 loss_ce_3: 0.3178 loss_bbox_3: 0.1975 loss_giou_3: 0.3617 loss_ce_4: 0.304 loss_bbox_4: 0.1918 loss_giou_4: 0.3552 time: 0.2802 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:25] d2.utils.events INFO: eta: 21:31:27 iter: 174059 total_loss: 5.778 loss_ce: 0.284 loss_bbox: 0.1819 loss_giou: 0.356 loss_ce_0: 0.488 loss_bbox_0: 0.3175 loss_giou_0: 0.5515 loss_ce_1: 0.3886 loss_bbox_1: 0.214 loss_giou_1: 0.397 loss_ce_2: 0.3289 loss_bbox_2: 0.1931 loss_giou_2: 0.3693 loss_ce_3: 0.292 loss_bbox_3: 0.178 loss_giou_3: 0.362 loss_ce_4: 0.2935 loss_bbox_4: 0.1808 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:30] d2.utils.events INFO: eta: 21:31:20 iter: 174079 total_loss: 5.633 loss_ce: 0.2963 loss_bbox: 0.1931 loss_giou: 0.3256 loss_ce_0: 0.5104 loss_bbox_0: 0.3284 loss_giou_0: 0.4884 loss_ce_1: 0.4123 loss_bbox_1: 0.2244 loss_giou_1: 0.3703 loss_ce_2: 0.3377 loss_bbox_2: 0.1992 loss_giou_2: 0.3388 loss_ce_3: 0.3114 loss_bbox_3: 0.1951 loss_giou_3: 0.3344 loss_ce_4: 0.2981 loss_bbox_4: 0.1931 loss_giou_4: 0.3265 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:36] d2.utils.events INFO: eta: 21:31:12 iter: 174099 total_loss: 5.669 loss_ce: 0.2967 loss_bbox: 0.1847 loss_giou: 0.3254 loss_ce_0: 0.4979 loss_bbox_0: 0.3161 loss_giou_0: 0.5061 loss_ce_1: 0.4021 loss_bbox_1: 0.2089 loss_giou_1: 0.3768 loss_ce_2: 0.3365 loss_bbox_2: 0.1935 loss_giou_2: 0.3427 loss_ce_3: 0.3122 loss_bbox_3: 0.1891 loss_giou_3: 0.3314 loss_ce_4: 0.2913 loss_bbox_4: 0.1871 loss_giou_4: 0.3279 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:41] d2.utils.events INFO: eta: 21:30:37 iter: 174119 total_loss: 5.63 loss_ce: 0.2795 loss_bbox: 0.1785 loss_giou: 0.3228 loss_ce_0: 0.5111 loss_bbox_0: 0.3228 loss_giou_0: 0.5493 loss_ce_1: 0.3979 loss_bbox_1: 0.2107 loss_giou_1: 0.3873 loss_ce_2: 0.319 loss_bbox_2: 0.1872 loss_giou_2: 0.3567 loss_ce_3: 0.2944 loss_bbox_3: 0.1826 loss_giou_3: 0.3395 loss_ce_4: 0.2805 loss_bbox_4: 0.1806 loss_giou_4: 0.3264 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:47] d2.utils.events INFO: eta: 21:31:01 iter: 174139 total_loss: 5.825 loss_ce: 0.3258 loss_bbox: 0.1796 loss_giou: 0.3435 loss_ce_0: 0.5131 loss_bbox_0: 0.3227 loss_giou_0: 0.5184 loss_ce_1: 0.416 loss_bbox_1: 0.2183 loss_giou_1: 0.3884 loss_ce_2: 0.3547 loss_bbox_2: 0.2021 loss_giou_2: 0.3658 loss_ce_3: 0.3307 loss_bbox_3: 0.1965 loss_giou_3: 0.3518 loss_ce_4: 0.3298 loss_bbox_4: 0.1858 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:53] d2.utils.events INFO: eta: 21:30:43 iter: 174159 total_loss: 5.959 loss_ce: 0.3171 loss_bbox: 0.1911 loss_giou: 0.3484 loss_ce_0: 0.514 loss_bbox_0: 0.3287 loss_giou_0: 0.5471 loss_ce_1: 0.4095 loss_bbox_1: 0.2324 loss_giou_1: 0.4016 loss_ce_2: 0.3465 loss_bbox_2: 0.2026 loss_giou_2: 0.3608 loss_ce_3: 0.3222 loss_bbox_3: 0.1994 loss_giou_3: 0.3521 loss_ce_4: 0.3104 loss_bbox_4: 0.195 loss_giou_4: 0.3488 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:24:59] d2.utils.events INFO: eta: 21:30:41 iter: 174179 total_loss: 5.915 loss_ce: 0.3043 loss_bbox: 0.1885 loss_giou: 0.371 loss_ce_0: 0.5027 loss_bbox_0: 0.3267 loss_giou_0: 0.5463 loss_ce_1: 0.4056 loss_bbox_1: 0.2192 loss_giou_1: 0.4088 loss_ce_2: 0.3313 loss_bbox_2: 0.1995 loss_giou_2: 0.3835 loss_ce_3: 0.31 loss_bbox_3: 0.1943 loss_giou_3: 0.3707 loss_ce_4: 0.2969 loss_bbox_4: 0.1926 loss_giou_4: 0.3713 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:04] d2.utils.events INFO: eta: 21:30:44 iter: 174199 total_loss: 6.13 loss_ce: 0.3191 loss_bbox: 0.1919 loss_giou: 0.3531 loss_ce_0: 0.5143 loss_bbox_0: 0.3184 loss_giou_0: 0.5313 loss_ce_1: 0.4196 loss_bbox_1: 0.2305 loss_giou_1: 0.4063 loss_ce_2: 0.3419 loss_bbox_2: 0.2015 loss_giou_2: 0.3624 loss_ce_3: 0.3262 loss_bbox_3: 0.1959 loss_giou_3: 0.3592 loss_ce_4: 0.318 loss_bbox_4: 0.1962 loss_giou_4: 0.3555 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:10] d2.utils.events INFO: eta: 21:31:05 iter: 174219 total_loss: 5.604 loss_ce: 0.2909 loss_bbox: 0.1888 loss_giou: 0.3191 loss_ce_0: 0.4918 loss_bbox_0: 0.3119 loss_giou_0: 0.52 loss_ce_1: 0.3772 loss_bbox_1: 0.2286 loss_giou_1: 0.3627 loss_ce_2: 0.3193 loss_bbox_2: 0.1994 loss_giou_2: 0.3308 loss_ce_3: 0.3017 loss_bbox_3: 0.2028 loss_giou_3: 0.3217 loss_ce_4: 0.2912 loss_bbox_4: 0.1934 loss_giou_4: 0.3168 time: 0.2802 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:16] d2.utils.events INFO: eta: 21:30:29 iter: 174239 total_loss: 6.127 loss_ce: 0.3057 loss_bbox: 0.2135 loss_giou: 0.3523 loss_ce_0: 0.5011 loss_bbox_0: 0.3502 loss_giou_0: 0.5426 loss_ce_1: 0.3988 loss_bbox_1: 0.2454 loss_giou_1: 0.4091 loss_ce_2: 0.3381 loss_bbox_2: 0.2297 loss_giou_2: 0.3809 loss_ce_3: 0.3065 loss_bbox_3: 0.2172 loss_giou_3: 0.3618 loss_ce_4: 0.3056 loss_bbox_4: 0.2131 loss_giou_4: 0.3565 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:21] d2.utils.events INFO: eta: 21:30:40 iter: 174259 total_loss: 6.035 loss_ce: 0.3116 loss_bbox: 0.2043 loss_giou: 0.3495 loss_ce_0: 0.4958 loss_bbox_0: 0.3312 loss_giou_0: 0.5451 loss_ce_1: 0.3893 loss_bbox_1: 0.2336 loss_giou_1: 0.4094 loss_ce_2: 0.3374 loss_bbox_2: 0.2098 loss_giou_2: 0.3714 loss_ce_3: 0.3098 loss_bbox_3: 0.2043 loss_giou_3: 0.3638 loss_ce_4: 0.3086 loss_bbox_4: 0.2 loss_giou_4: 0.3556 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:27] d2.utils.events INFO: eta: 21:30:56 iter: 174279 total_loss: 5.762 loss_ce: 0.3039 loss_bbox: 0.1894 loss_giou: 0.3274 loss_ce_0: 0.5083 loss_bbox_0: 0.3254 loss_giou_0: 0.5114 loss_ce_1: 0.4016 loss_bbox_1: 0.2295 loss_giou_1: 0.384 loss_ce_2: 0.3291 loss_bbox_2: 0.2035 loss_giou_2: 0.3482 loss_ce_3: 0.3077 loss_bbox_3: 0.1928 loss_giou_3: 0.3374 loss_ce_4: 0.3078 loss_bbox_4: 0.1923 loss_giou_4: 0.3338 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:33] d2.utils.events INFO: eta: 21:30:51 iter: 174299 total_loss: 5.84 loss_ce: 0.3048 loss_bbox: 0.196 loss_giou: 0.3452 loss_ce_0: 0.5172 loss_bbox_0: 0.3204 loss_giou_0: 0.5057 loss_ce_1: 0.4112 loss_bbox_1: 0.2284 loss_giou_1: 0.3854 loss_ce_2: 0.3424 loss_bbox_2: 0.212 loss_giou_2: 0.3677 loss_ce_3: 0.3201 loss_bbox_3: 0.2036 loss_giou_3: 0.3542 loss_ce_4: 0.3048 loss_bbox_4: 0.197 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:38] d2.utils.events INFO: eta: 21:30:50 iter: 174319 total_loss: 5.785 loss_ce: 0.301 loss_bbox: 0.1883 loss_giou: 0.3432 loss_ce_0: 0.528 loss_bbox_0: 0.3157 loss_giou_0: 0.5324 loss_ce_1: 0.3964 loss_bbox_1: 0.2147 loss_giou_1: 0.385 loss_ce_2: 0.3439 loss_bbox_2: 0.1991 loss_giou_2: 0.3623 loss_ce_3: 0.3115 loss_bbox_3: 0.1875 loss_giou_3: 0.3472 loss_ce_4: 0.3068 loss_bbox_4: 0.1876 loss_giou_4: 0.3474 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:44] d2.utils.events INFO: eta: 21:30:18 iter: 174339 total_loss: 5.74 loss_ce: 0.3003 loss_bbox: 0.195 loss_giou: 0.3632 loss_ce_0: 0.4973 loss_bbox_0: 0.3165 loss_giou_0: 0.5453 loss_ce_1: 0.3907 loss_bbox_1: 0.2285 loss_giou_1: 0.4127 loss_ce_2: 0.336 loss_bbox_2: 0.2125 loss_giou_2: 0.3728 loss_ce_3: 0.3135 loss_bbox_3: 0.2099 loss_giou_3: 0.3714 loss_ce_4: 0.2986 loss_bbox_4: 0.1984 loss_giou_4: 0.3624 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:50] d2.utils.events INFO: eta: 21:30:05 iter: 174359 total_loss: 5.796 loss_ce: 0.3124 loss_bbox: 0.18 loss_giou: 0.3313 loss_ce_0: 0.5029 loss_bbox_0: 0.3317 loss_giou_0: 0.5111 loss_ce_1: 0.4152 loss_bbox_1: 0.2232 loss_giou_1: 0.3856 loss_ce_2: 0.3394 loss_bbox_2: 0.199 loss_giou_2: 0.3538 loss_ce_3: 0.3246 loss_bbox_3: 0.1873 loss_giou_3: 0.3441 loss_ce_4: 0.3115 loss_bbox_4: 0.1824 loss_giou_4: 0.3306 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 03:25:55] d2.utils.events INFO: eta: 21:29:50 iter: 174379 total_loss: 5.732 loss_ce: 0.2995 loss_bbox: 0.1876 loss_giou: 0.3298 loss_ce_0: 0.507 loss_bbox_0: 0.3253 loss_giou_0: 0.5232 loss_ce_1: 0.4079 loss_bbox_1: 0.2381 loss_giou_1: 0.3877 loss_ce_2: 0.3371 loss_bbox_2: 0.2062 loss_giou_2: 0.3555 loss_ce_3: 0.3101 loss_bbox_3: 0.1942 loss_giou_3: 0.3422 loss_ce_4: 0.2981 loss_bbox_4: 0.1911 loss_giou_4: 0.3343 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:01] d2.utils.events INFO: eta: 21:29:48 iter: 174399 total_loss: 5.31 loss_ce: 0.2664 loss_bbox: 0.1767 loss_giou: 0.329 loss_ce_0: 0.4871 loss_bbox_0: 0.3163 loss_giou_0: 0.5076 loss_ce_1: 0.3855 loss_bbox_1: 0.2137 loss_giou_1: 0.369 loss_ce_2: 0.305 loss_bbox_2: 0.1909 loss_giou_2: 0.3465 loss_ce_3: 0.2801 loss_bbox_3: 0.1837 loss_giou_3: 0.3379 loss_ce_4: 0.2673 loss_bbox_4: 0.1806 loss_giou_4: 0.3319 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:07] d2.utils.events INFO: eta: 21:29:11 iter: 174419 total_loss: 5.599 loss_ce: 0.2825 loss_bbox: 0.2008 loss_giou: 0.3109 loss_ce_0: 0.5082 loss_bbox_0: 0.3314 loss_giou_0: 0.4853 loss_ce_1: 0.3893 loss_bbox_1: 0.2379 loss_giou_1: 0.3593 loss_ce_2: 0.3184 loss_bbox_2: 0.2138 loss_giou_2: 0.3302 loss_ce_3: 0.2909 loss_bbox_3: 0.2052 loss_giou_3: 0.3229 loss_ce_4: 0.2831 loss_bbox_4: 0.2043 loss_giou_4: 0.3171 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:12] d2.utils.events INFO: eta: 21:29:04 iter: 174439 total_loss: 6.077 loss_ce: 0.3116 loss_bbox: 0.198 loss_giou: 0.3455 loss_ce_0: 0.5134 loss_bbox_0: 0.3357 loss_giou_0: 0.5539 loss_ce_1: 0.4214 loss_bbox_1: 0.2395 loss_giou_1: 0.4001 loss_ce_2: 0.3587 loss_bbox_2: 0.2146 loss_giou_2: 0.3695 loss_ce_3: 0.3219 loss_bbox_3: 0.2079 loss_giou_3: 0.3551 loss_ce_4: 0.3197 loss_bbox_4: 0.2044 loss_giou_4: 0.3475 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:18] d2.utils.events INFO: eta: 21:28:57 iter: 174459 total_loss: 5.616 loss_ce: 0.2899 loss_bbox: 0.1987 loss_giou: 0.3304 loss_ce_0: 0.4893 loss_bbox_0: 0.327 loss_giou_0: 0.511 loss_ce_1: 0.3807 loss_bbox_1: 0.2283 loss_giou_1: 0.3797 loss_ce_2: 0.3166 loss_bbox_2: 0.2094 loss_giou_2: 0.3449 loss_ce_3: 0.2985 loss_bbox_3: 0.1982 loss_giou_3: 0.3422 loss_ce_4: 0.285 loss_bbox_4: 0.1963 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:24] d2.utils.events INFO: eta: 21:28:25 iter: 174479 total_loss: 5.8 loss_ce: 0.2937 loss_bbox: 0.187 loss_giou: 0.3418 loss_ce_0: 0.5121 loss_bbox_0: 0.3157 loss_giou_0: 0.5177 loss_ce_1: 0.4129 loss_bbox_1: 0.222 loss_giou_1: 0.3777 loss_ce_2: 0.3361 loss_bbox_2: 0.1983 loss_giou_2: 0.3542 loss_ce_3: 0.3087 loss_bbox_3: 0.1945 loss_giou_3: 0.3526 loss_ce_4: 0.2968 loss_bbox_4: 0.1904 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:29] d2.utils.events INFO: eta: 21:28:46 iter: 174499 total_loss: 5.771 loss_ce: 0.3032 loss_bbox: 0.1769 loss_giou: 0.3403 loss_ce_0: 0.5076 loss_bbox_0: 0.3053 loss_giou_0: 0.5164 loss_ce_1: 0.4012 loss_bbox_1: 0.2118 loss_giou_1: 0.3795 loss_ce_2: 0.3406 loss_bbox_2: 0.1856 loss_giou_2: 0.3562 loss_ce_3: 0.3042 loss_bbox_3: 0.1782 loss_giou_3: 0.3496 loss_ce_4: 0.2996 loss_bbox_4: 0.1762 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:35] d2.utils.events INFO: eta: 21:28:34 iter: 174519 total_loss: 5.884 loss_ce: 0.3125 loss_bbox: 0.1832 loss_giou: 0.3589 loss_ce_0: 0.4958 loss_bbox_0: 0.321 loss_giou_0: 0.5435 loss_ce_1: 0.406 loss_bbox_1: 0.2225 loss_giou_1: 0.4087 loss_ce_2: 0.3352 loss_bbox_2: 0.2008 loss_giou_2: 0.3928 loss_ce_3: 0.3044 loss_bbox_3: 0.1916 loss_giou_3: 0.3741 loss_ce_4: 0.3122 loss_bbox_4: 0.1845 loss_giou_4: 0.3661 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:41] d2.utils.events INFO: eta: 21:28:21 iter: 174539 total_loss: 6.106 loss_ce: 0.3183 loss_bbox: 0.1958 loss_giou: 0.3623 loss_ce_0: 0.52 loss_bbox_0: 0.3306 loss_giou_0: 0.5437 loss_ce_1: 0.4159 loss_bbox_1: 0.2172 loss_giou_1: 0.4071 loss_ce_2: 0.3553 loss_bbox_2: 0.202 loss_giou_2: 0.3834 loss_ce_3: 0.3261 loss_bbox_3: 0.1991 loss_giou_3: 0.3711 loss_ce_4: 0.3203 loss_bbox_4: 0.1991 loss_giou_4: 0.3643 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:46] d2.utils.events INFO: eta: 21:28:29 iter: 174559 total_loss: 5.619 loss_ce: 0.2973 loss_bbox: 0.182 loss_giou: 0.3111 loss_ce_0: 0.5083 loss_bbox_0: 0.3144 loss_giou_0: 0.4757 loss_ce_1: 0.4048 loss_bbox_1: 0.215 loss_giou_1: 0.3508 loss_ce_2: 0.3383 loss_bbox_2: 0.1973 loss_giou_2: 0.3263 loss_ce_3: 0.3064 loss_bbox_3: 0.1873 loss_giou_3: 0.3203 loss_ce_4: 0.3006 loss_bbox_4: 0.1825 loss_giou_4: 0.3113 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:52] d2.utils.events INFO: eta: 21:28:44 iter: 174579 total_loss: 5.721 loss_ce: 0.3025 loss_bbox: 0.1719 loss_giou: 0.3301 loss_ce_0: 0.494 loss_bbox_0: 0.3082 loss_giou_0: 0.5336 loss_ce_1: 0.4067 loss_bbox_1: 0.2071 loss_giou_1: 0.3801 loss_ce_2: 0.3346 loss_bbox_2: 0.1867 loss_giou_2: 0.3586 loss_ce_3: 0.3102 loss_bbox_3: 0.1821 loss_giou_3: 0.3387 loss_ce_4: 0.3002 loss_bbox_4: 0.1743 loss_giou_4: 0.3332 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:26:58] d2.utils.events INFO: eta: 21:28:36 iter: 174599 total_loss: 5.935 loss_ce: 0.3093 loss_bbox: 0.1936 loss_giou: 0.3302 loss_ce_0: 0.5081 loss_bbox_0: 0.3171 loss_giou_0: 0.5049 loss_ce_1: 0.4091 loss_bbox_1: 0.2276 loss_giou_1: 0.3843 loss_ce_2: 0.351 loss_bbox_2: 0.2028 loss_giou_2: 0.3472 loss_ce_3: 0.3218 loss_bbox_3: 0.1929 loss_giou_3: 0.3352 loss_ce_4: 0.3123 loss_bbox_4: 0.1911 loss_giou_4: 0.3351 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:03] d2.utils.events INFO: eta: 21:28:38 iter: 174619 total_loss: 5.57 loss_ce: 0.3019 loss_bbox: 0.1833 loss_giou: 0.3312 loss_ce_0: 0.5154 loss_bbox_0: 0.3122 loss_giou_0: 0.5109 loss_ce_1: 0.4021 loss_bbox_1: 0.224 loss_giou_1: 0.3822 loss_ce_2: 0.3311 loss_bbox_2: 0.1926 loss_giou_2: 0.3537 loss_ce_3: 0.3036 loss_bbox_3: 0.1891 loss_giou_3: 0.3348 loss_ce_4: 0.2944 loss_bbox_4: 0.1796 loss_giou_4: 0.3311 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:09] d2.utils.events INFO: eta: 21:28:15 iter: 174639 total_loss: 5.865 loss_ce: 0.3227 loss_bbox: 0.1925 loss_giou: 0.329 loss_ce_0: 0.5098 loss_bbox_0: 0.3235 loss_giou_0: 0.513 loss_ce_1: 0.4164 loss_bbox_1: 0.2204 loss_giou_1: 0.3725 loss_ce_2: 0.3789 loss_bbox_2: 0.1979 loss_giou_2: 0.3479 loss_ce_3: 0.3423 loss_bbox_3: 0.1962 loss_giou_3: 0.3399 loss_ce_4: 0.3316 loss_bbox_4: 0.1931 loss_giou_4: 0.3323 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:15] d2.utils.events INFO: eta: 21:28:01 iter: 174659 total_loss: 6.076 loss_ce: 0.3171 loss_bbox: 0.2077 loss_giou: 0.3546 loss_ce_0: 0.5263 loss_bbox_0: 0.3259 loss_giou_0: 0.5236 loss_ce_1: 0.4116 loss_bbox_1: 0.225 loss_giou_1: 0.3962 loss_ce_2: 0.3442 loss_bbox_2: 0.2064 loss_giou_2: 0.3686 loss_ce_3: 0.3219 loss_bbox_3: 0.2049 loss_giou_3: 0.3623 loss_ce_4: 0.3133 loss_bbox_4: 0.2057 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:20] d2.utils.events INFO: eta: 21:28:14 iter: 174679 total_loss: 5.578 loss_ce: 0.2773 loss_bbox: 0.1789 loss_giou: 0.326 loss_ce_0: 0.4859 loss_bbox_0: 0.311 loss_giou_0: 0.5302 loss_ce_1: 0.3828 loss_bbox_1: 0.2142 loss_giou_1: 0.3955 loss_ce_2: 0.3037 loss_bbox_2: 0.1937 loss_giou_2: 0.3539 loss_ce_3: 0.28 loss_bbox_3: 0.189 loss_giou_3: 0.3394 loss_ce_4: 0.276 loss_bbox_4: 0.1831 loss_giou_4: 0.3323 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:26] d2.utils.events INFO: eta: 21:28:08 iter: 174699 total_loss: 5.708 loss_ce: 0.2913 loss_bbox: 0.191 loss_giou: 0.325 loss_ce_0: 0.4962 loss_bbox_0: 0.3258 loss_giou_0: 0.5052 loss_ce_1: 0.3913 loss_bbox_1: 0.2325 loss_giou_1: 0.3836 loss_ce_2: 0.3385 loss_bbox_2: 0.2147 loss_giou_2: 0.3466 loss_ce_3: 0.3069 loss_bbox_3: 0.2032 loss_giou_3: 0.3375 loss_ce_4: 0.2994 loss_bbox_4: 0.2013 loss_giou_4: 0.3359 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:32] d2.utils.events INFO: eta: 21:28:03 iter: 174719 total_loss: 5.936 loss_ce: 0.3127 loss_bbox: 0.1937 loss_giou: 0.3375 loss_ce_0: 0.5197 loss_bbox_0: 0.3184 loss_giou_0: 0.5176 loss_ce_1: 0.4168 loss_bbox_1: 0.2253 loss_giou_1: 0.3837 loss_ce_2: 0.3648 loss_bbox_2: 0.2035 loss_giou_2: 0.3525 loss_ce_3: 0.3391 loss_bbox_3: 0.1973 loss_giou_3: 0.3445 loss_ce_4: 0.3171 loss_bbox_4: 0.1943 loss_giou_4: 0.3411 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:37] d2.utils.events INFO: eta: 21:28:03 iter: 174739 total_loss: 6.075 loss_ce: 0.3131 loss_bbox: 0.2028 loss_giou: 0.3555 loss_ce_0: 0.5041 loss_bbox_0: 0.3383 loss_giou_0: 0.5508 loss_ce_1: 0.4067 loss_bbox_1: 0.2443 loss_giou_1: 0.4221 loss_ce_2: 0.3471 loss_bbox_2: 0.2204 loss_giou_2: 0.3827 loss_ce_3: 0.3217 loss_bbox_3: 0.2097 loss_giou_3: 0.3705 loss_ce_4: 0.3152 loss_bbox_4: 0.2063 loss_giou_4: 0.3592 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:43] d2.utils.events INFO: eta: 21:27:54 iter: 174759 total_loss: 5.941 loss_ce: 0.3025 loss_bbox: 0.1888 loss_giou: 0.3598 loss_ce_0: 0.5283 loss_bbox_0: 0.3093 loss_giou_0: 0.5436 loss_ce_1: 0.4136 loss_bbox_1: 0.2193 loss_giou_1: 0.4086 loss_ce_2: 0.3437 loss_bbox_2: 0.2032 loss_giou_2: 0.3781 loss_ce_3: 0.3194 loss_bbox_3: 0.1963 loss_giou_3: 0.3713 loss_ce_4: 0.3089 loss_bbox_4: 0.189 loss_giou_4: 0.3686 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:49] d2.utils.events INFO: eta: 21:27:56 iter: 174779 total_loss: 5.732 loss_ce: 0.3071 loss_bbox: 0.1856 loss_giou: 0.3462 loss_ce_0: 0.5029 loss_bbox_0: 0.3127 loss_giou_0: 0.5134 loss_ce_1: 0.394 loss_bbox_1: 0.2267 loss_giou_1: 0.396 loss_ce_2: 0.3344 loss_bbox_2: 0.2044 loss_giou_2: 0.364 loss_ce_3: 0.3125 loss_bbox_3: 0.1945 loss_giou_3: 0.3542 loss_ce_4: 0.3081 loss_bbox_4: 0.1889 loss_giou_4: 0.3513 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 03:27:54] d2.utils.events INFO: eta: 21:28:37 iter: 174799 total_loss: 5.835 loss_ce: 0.3022 loss_bbox: 0.1815 loss_giou: 0.3512 loss_ce_0: 0.5071 loss_bbox_0: 0.31 loss_giou_0: 0.5436 loss_ce_1: 0.4035 loss_bbox_1: 0.2151 loss_giou_1: 0.403 loss_ce_2: 0.3405 loss_bbox_2: 0.1961 loss_giou_2: 0.3738 loss_ce_3: 0.3141 loss_bbox_3: 0.1893 loss_giou_3: 0.3631 loss_ce_4: 0.2968 loss_bbox_4: 0.1846 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:00] d2.utils.events INFO: eta: 21:29:03 iter: 174819 total_loss: 5.968 loss_ce: 0.3009 loss_bbox: 0.1919 loss_giou: 0.3583 loss_ce_0: 0.5128 loss_bbox_0: 0.3246 loss_giou_0: 0.5217 loss_ce_1: 0.4025 loss_bbox_1: 0.2379 loss_giou_1: 0.4007 loss_ce_2: 0.338 loss_bbox_2: 0.2141 loss_giou_2: 0.3763 loss_ce_3: 0.3122 loss_bbox_3: 0.1987 loss_giou_3: 0.3592 loss_ce_4: 0.3049 loss_bbox_4: 0.1951 loss_giou_4: 0.3546 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:06] d2.utils.events INFO: eta: 21:29:02 iter: 174839 total_loss: 6.098 loss_ce: 0.3087 loss_bbox: 0.1913 loss_giou: 0.3537 loss_ce_0: 0.5039 loss_bbox_0: 0.32 loss_giou_0: 0.5369 loss_ce_1: 0.419 loss_bbox_1: 0.2245 loss_giou_1: 0.4056 loss_ce_2: 0.3609 loss_bbox_2: 0.2047 loss_giou_2: 0.3718 loss_ce_3: 0.325 loss_bbox_3: 0.1956 loss_giou_3: 0.3613 loss_ce_4: 0.3161 loss_bbox_4: 0.1865 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:11] d2.utils.events INFO: eta: 21:28:52 iter: 174859 total_loss: 5.727 loss_ce: 0.2937 loss_bbox: 0.1806 loss_giou: 0.3324 loss_ce_0: 0.4985 loss_bbox_0: 0.3198 loss_giou_0: 0.5062 loss_ce_1: 0.4005 loss_bbox_1: 0.22 loss_giou_1: 0.3793 loss_ce_2: 0.3328 loss_bbox_2: 0.1932 loss_giou_2: 0.344 loss_ce_3: 0.3055 loss_bbox_3: 0.188 loss_giou_3: 0.3407 loss_ce_4: 0.2928 loss_bbox_4: 0.1802 loss_giou_4: 0.3376 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:17] d2.utils.events INFO: eta: 21:28:06 iter: 174879 total_loss: 5.729 loss_ce: 0.2928 loss_bbox: 0.1876 loss_giou: 0.3482 loss_ce_0: 0.5015 loss_bbox_0: 0.3031 loss_giou_0: 0.5225 loss_ce_1: 0.3909 loss_bbox_1: 0.2217 loss_giou_1: 0.3955 loss_ce_2: 0.3307 loss_bbox_2: 0.1931 loss_giou_2: 0.3683 loss_ce_3: 0.3031 loss_bbox_3: 0.1865 loss_giou_3: 0.3509 loss_ce_4: 0.294 loss_bbox_4: 0.1854 loss_giou_4: 0.3499 time: 0.2802 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:23] d2.utils.events INFO: eta: 21:28:41 iter: 174899 total_loss: 5.828 loss_ce: 0.2858 loss_bbox: 0.1886 loss_giou: 0.3599 loss_ce_0: 0.5038 loss_bbox_0: 0.3102 loss_giou_0: 0.5323 loss_ce_1: 0.3892 loss_bbox_1: 0.2197 loss_giou_1: 0.394 loss_ce_2: 0.3216 loss_bbox_2: 0.2013 loss_giou_2: 0.3707 loss_ce_3: 0.2911 loss_bbox_3: 0.1923 loss_giou_3: 0.3637 loss_ce_4: 0.2855 loss_bbox_4: 0.189 loss_giou_4: 0.362 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:28] d2.utils.events INFO: eta: 21:28:30 iter: 174919 total_loss: 6.068 loss_ce: 0.3166 loss_bbox: 0.1922 loss_giou: 0.3455 loss_ce_0: 0.5208 loss_bbox_0: 0.3226 loss_giou_0: 0.5311 loss_ce_1: 0.4104 loss_bbox_1: 0.2234 loss_giou_1: 0.3905 loss_ce_2: 0.3511 loss_bbox_2: 0.206 loss_giou_2: 0.3593 loss_ce_3: 0.3272 loss_bbox_3: 0.1933 loss_giou_3: 0.3504 loss_ce_4: 0.3171 loss_bbox_4: 0.1972 loss_giou_4: 0.3465 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:34] d2.utils.events INFO: eta: 21:28:11 iter: 174939 total_loss: 5.947 loss_ce: 0.3081 loss_bbox: 0.1971 loss_giou: 0.3254 loss_ce_0: 0.5073 loss_bbox_0: 0.3219 loss_giou_0: 0.5157 loss_ce_1: 0.3969 loss_bbox_1: 0.2363 loss_giou_1: 0.3797 loss_ce_2: 0.3398 loss_bbox_2: 0.2074 loss_giou_2: 0.3495 loss_ce_3: 0.3212 loss_bbox_3: 0.1944 loss_giou_3: 0.3261 loss_ce_4: 0.3049 loss_bbox_4: 0.1943 loss_giou_4: 0.3248 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:40] d2.utils.events INFO: eta: 21:27:28 iter: 174959 total_loss: 5.698 loss_ce: 0.2979 loss_bbox: 0.1774 loss_giou: 0.3359 loss_ce_0: 0.5072 loss_bbox_0: 0.3117 loss_giou_0: 0.5156 loss_ce_1: 0.3972 loss_bbox_1: 0.2146 loss_giou_1: 0.3899 loss_ce_2: 0.3389 loss_bbox_2: 0.1851 loss_giou_2: 0.3564 loss_ce_3: 0.3158 loss_bbox_3: 0.1803 loss_giou_3: 0.3425 loss_ce_4: 0.2983 loss_bbox_4: 0.1784 loss_giou_4: 0.3366 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:45] d2.utils.events INFO: eta: 21:26:56 iter: 174979 total_loss: 5.623 loss_ce: 0.2985 loss_bbox: 0.1815 loss_giou: 0.3431 loss_ce_0: 0.5116 loss_bbox_0: 0.3107 loss_giou_0: 0.5167 loss_ce_1: 0.3977 loss_bbox_1: 0.21 loss_giou_1: 0.3787 loss_ce_2: 0.3235 loss_bbox_2: 0.1954 loss_giou_2: 0.3519 loss_ce_3: 0.2912 loss_bbox_3: 0.1911 loss_giou_3: 0.3484 loss_ce_4: 0.29 loss_bbox_4: 0.1851 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:51] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0174999.pth [11/03 03:28:53] d2.utils.events INFO: eta: 21:27:06 iter: 174999 total_loss: 5.79 loss_ce: 0.2935 loss_bbox: 0.1871 loss_giou: 0.3439 loss_ce_0: 0.502 loss_bbox_0: 0.3153 loss_giou_0: 0.5375 loss_ce_1: 0.4003 loss_bbox_1: 0.2173 loss_giou_1: 0.3991 loss_ce_2: 0.3341 loss_bbox_2: 0.2021 loss_giou_2: 0.3695 loss_ce_3: 0.3122 loss_bbox_3: 0.1914 loss_giou_3: 0.3538 loss_ce_4: 0.3016 loss_bbox_4: 0.187 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 03:28:59] d2.utils.events INFO: eta: 21:27:00 iter: 175019 total_loss: 5.698 loss_ce: 0.2841 loss_bbox: 0.1835 loss_giou: 0.3252 loss_ce_0: 0.5032 loss_bbox_0: 0.3183 loss_giou_0: 0.5115 loss_ce_1: 0.3906 loss_bbox_1: 0.2203 loss_giou_1: 0.3691 loss_ce_2: 0.3215 loss_bbox_2: 0.202 loss_giou_2: 0.3351 loss_ce_3: 0.2796 loss_bbox_3: 0.1926 loss_giou_3: 0.3276 loss_ce_4: 0.2766 loss_bbox_4: 0.1833 loss_giou_4: 0.323 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:04] d2.utils.events INFO: eta: 21:26:35 iter: 175039 total_loss: 6.15 loss_ce: 0.3229 loss_bbox: 0.1952 loss_giou: 0.3397 loss_ce_0: 0.5279 loss_bbox_0: 0.3334 loss_giou_0: 0.4881 loss_ce_1: 0.4031 loss_bbox_1: 0.2361 loss_giou_1: 0.388 loss_ce_2: 0.3447 loss_bbox_2: 0.2092 loss_giou_2: 0.3588 loss_ce_3: 0.3259 loss_bbox_3: 0.1992 loss_giou_3: 0.345 loss_ce_4: 0.3158 loss_bbox_4: 0.1955 loss_giou_4: 0.3373 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:10] d2.utils.events INFO: eta: 21:26:23 iter: 175059 total_loss: 5.96 loss_ce: 0.3081 loss_bbox: 0.1934 loss_giou: 0.3333 loss_ce_0: 0.5142 loss_bbox_0: 0.329 loss_giou_0: 0.495 loss_ce_1: 0.4228 loss_bbox_1: 0.219 loss_giou_1: 0.379 loss_ce_2: 0.3556 loss_bbox_2: 0.2 loss_giou_2: 0.3558 loss_ce_3: 0.3224 loss_bbox_3: 0.1993 loss_giou_3: 0.3417 loss_ce_4: 0.318 loss_bbox_4: 0.1934 loss_giou_4: 0.3341 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:16] d2.utils.events INFO: eta: 21:26:24 iter: 175079 total_loss: 5.918 loss_ce: 0.2818 loss_bbox: 0.196 loss_giou: 0.3483 loss_ce_0: 0.5033 loss_bbox_0: 0.3282 loss_giou_0: 0.5661 loss_ce_1: 0.3973 loss_bbox_1: 0.2289 loss_giou_1: 0.4042 loss_ce_2: 0.3312 loss_bbox_2: 0.2075 loss_giou_2: 0.3718 loss_ce_3: 0.3008 loss_bbox_3: 0.2051 loss_giou_3: 0.3592 loss_ce_4: 0.2866 loss_bbox_4: 0.2005 loss_giou_4: 0.3517 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:22] d2.utils.events INFO: eta: 21:27:14 iter: 175099 total_loss: 5.907 loss_ce: 0.3123 loss_bbox: 0.1931 loss_giou: 0.3637 loss_ce_0: 0.5037 loss_bbox_0: 0.3284 loss_giou_0: 0.5236 loss_ce_1: 0.4032 loss_bbox_1: 0.2342 loss_giou_1: 0.3941 loss_ce_2: 0.3576 loss_bbox_2: 0.2117 loss_giou_2: 0.3732 loss_ce_3: 0.3222 loss_bbox_3: 0.2018 loss_giou_3: 0.368 loss_ce_4: 0.3164 loss_bbox_4: 0.1957 loss_giou_4: 0.3635 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:27] d2.utils.events INFO: eta: 21:27:57 iter: 175119 total_loss: 5.903 loss_ce: 0.2937 loss_bbox: 0.1943 loss_giou: 0.3401 loss_ce_0: 0.4921 loss_bbox_0: 0.3319 loss_giou_0: 0.5172 loss_ce_1: 0.3879 loss_bbox_1: 0.2321 loss_giou_1: 0.3835 loss_ce_2: 0.3287 loss_bbox_2: 0.2119 loss_giou_2: 0.3589 loss_ce_3: 0.3055 loss_bbox_3: 0.1988 loss_giou_3: 0.3439 loss_ce_4: 0.2886 loss_bbox_4: 0.1962 loss_giou_4: 0.3426 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:33] d2.utils.events INFO: eta: 21:28:03 iter: 175139 total_loss: 5.8 loss_ce: 0.2992 loss_bbox: 0.2034 loss_giou: 0.3355 loss_ce_0: 0.5108 loss_bbox_0: 0.3369 loss_giou_0: 0.5068 loss_ce_1: 0.4092 loss_bbox_1: 0.2287 loss_giou_1: 0.3737 loss_ce_2: 0.3301 loss_bbox_2: 0.2117 loss_giou_2: 0.3443 loss_ce_3: 0.3173 loss_bbox_3: 0.2102 loss_giou_3: 0.3401 loss_ce_4: 0.3048 loss_bbox_4: 0.204 loss_giou_4: 0.3323 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:39] d2.utils.events INFO: eta: 21:27:58 iter: 175159 total_loss: 5.455 loss_ce: 0.2887 loss_bbox: 0.1921 loss_giou: 0.3109 loss_ce_0: 0.4929 loss_bbox_0: 0.3158 loss_giou_0: 0.4991 loss_ce_1: 0.392 loss_bbox_1: 0.2169 loss_giou_1: 0.3605 loss_ce_2: 0.3199 loss_bbox_2: 0.1982 loss_giou_2: 0.3307 loss_ce_3: 0.3018 loss_bbox_3: 0.1911 loss_giou_3: 0.3227 loss_ce_4: 0.2974 loss_bbox_4: 0.193 loss_giou_4: 0.3153 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:44] d2.utils.events INFO: eta: 21:27:57 iter: 175179 total_loss: 6.08 loss_ce: 0.3154 loss_bbox: 0.1973 loss_giou: 0.3611 loss_ce_0: 0.5258 loss_bbox_0: 0.3258 loss_giou_0: 0.5438 loss_ce_1: 0.4193 loss_bbox_1: 0.235 loss_giou_1: 0.4128 loss_ce_2: 0.3663 loss_bbox_2: 0.2098 loss_giou_2: 0.379 loss_ce_3: 0.3426 loss_bbox_3: 0.1989 loss_giou_3: 0.3706 loss_ce_4: 0.3159 loss_bbox_4: 0.1954 loss_giou_4: 0.3664 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:50] d2.utils.events INFO: eta: 21:27:51 iter: 175199 total_loss: 5.716 loss_ce: 0.2954 loss_bbox: 0.182 loss_giou: 0.3135 loss_ce_0: 0.4887 loss_bbox_0: 0.3167 loss_giou_0: 0.5139 loss_ce_1: 0.3995 loss_bbox_1: 0.2155 loss_giou_1: 0.3706 loss_ce_2: 0.3272 loss_bbox_2: 0.1967 loss_giou_2: 0.3346 loss_ce_3: 0.3093 loss_bbox_3: 0.1921 loss_giou_3: 0.3252 loss_ce_4: 0.2923 loss_bbox_4: 0.1858 loss_giou_4: 0.3194 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 03:29:56] d2.utils.events INFO: eta: 21:27:27 iter: 175219 total_loss: 5.673 loss_ce: 0.2964 loss_bbox: 0.1849 loss_giou: 0.3209 loss_ce_0: 0.5068 loss_bbox_0: 0.3296 loss_giou_0: 0.5094 loss_ce_1: 0.4044 loss_bbox_1: 0.2258 loss_giou_1: 0.3676 loss_ce_2: 0.3286 loss_bbox_2: 0.2019 loss_giou_2: 0.3412 loss_ce_3: 0.3041 loss_bbox_3: 0.1949 loss_giou_3: 0.3344 loss_ce_4: 0.2917 loss_bbox_4: 0.1904 loss_giou_4: 0.3286 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:01] d2.utils.events INFO: eta: 21:27:44 iter: 175239 total_loss: 5.687 loss_ce: 0.2884 loss_bbox: 0.1896 loss_giou: 0.3336 loss_ce_0: 0.5145 loss_bbox_0: 0.3337 loss_giou_0: 0.498 loss_ce_1: 0.3982 loss_bbox_1: 0.2284 loss_giou_1: 0.3762 loss_ce_2: 0.3353 loss_bbox_2: 0.2024 loss_giou_2: 0.3448 loss_ce_3: 0.3068 loss_bbox_3: 0.1935 loss_giou_3: 0.3409 loss_ce_4: 0.2954 loss_bbox_4: 0.1909 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:07] d2.utils.events INFO: eta: 21:27:27 iter: 175259 total_loss: 6.01 loss_ce: 0.3158 loss_bbox: 0.1991 loss_giou: 0.3576 loss_ce_0: 0.5112 loss_bbox_0: 0.3219 loss_giou_0: 0.5484 loss_ce_1: 0.3945 loss_bbox_1: 0.2324 loss_giou_1: 0.3981 loss_ce_2: 0.3545 loss_bbox_2: 0.207 loss_giou_2: 0.3765 loss_ce_3: 0.3207 loss_bbox_3: 0.2033 loss_giou_3: 0.3682 loss_ce_4: 0.3224 loss_bbox_4: 0.2022 loss_giou_4: 0.3611 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:13] d2.utils.events INFO: eta: 21:27:21 iter: 175279 total_loss: 5.903 loss_ce: 0.2984 loss_bbox: 0.1881 loss_giou: 0.3403 loss_ce_0: 0.4978 loss_bbox_0: 0.3232 loss_giou_0: 0.5168 loss_ce_1: 0.4036 loss_bbox_1: 0.2278 loss_giou_1: 0.3967 loss_ce_2: 0.3409 loss_bbox_2: 0.2051 loss_giou_2: 0.3609 loss_ce_3: 0.3156 loss_bbox_3: 0.1994 loss_giou_3: 0.3486 loss_ce_4: 0.3092 loss_bbox_4: 0.1889 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:18] d2.utils.events INFO: eta: 21:27:13 iter: 175299 total_loss: 5.68 loss_ce: 0.2897 loss_bbox: 0.1876 loss_giou: 0.3332 loss_ce_0: 0.4832 loss_bbox_0: 0.3082 loss_giou_0: 0.4991 loss_ce_1: 0.3812 loss_bbox_1: 0.2186 loss_giou_1: 0.3778 loss_ce_2: 0.3209 loss_bbox_2: 0.2009 loss_giou_2: 0.3449 loss_ce_3: 0.2944 loss_bbox_3: 0.1925 loss_giou_3: 0.3447 loss_ce_4: 0.2818 loss_bbox_4: 0.1877 loss_giou_4: 0.3325 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:24] d2.utils.events INFO: eta: 21:27:10 iter: 175319 total_loss: 5.938 loss_ce: 0.2966 loss_bbox: 0.1936 loss_giou: 0.3518 loss_ce_0: 0.4946 loss_bbox_0: 0.3403 loss_giou_0: 0.5472 loss_ce_1: 0.4025 loss_bbox_1: 0.2341 loss_giou_1: 0.3975 loss_ce_2: 0.3369 loss_bbox_2: 0.2041 loss_giou_2: 0.366 loss_ce_3: 0.31 loss_bbox_3: 0.2025 loss_giou_3: 0.3505 loss_ce_4: 0.3064 loss_bbox_4: 0.1952 loss_giou_4: 0.3559 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:30] d2.utils.events INFO: eta: 21:27:04 iter: 175339 total_loss: 5.703 loss_ce: 0.281 loss_bbox: 0.1917 loss_giou: 0.3334 loss_ce_0: 0.5011 loss_bbox_0: 0.3177 loss_giou_0: 0.5092 loss_ce_1: 0.3847 loss_bbox_1: 0.2298 loss_giou_1: 0.3807 loss_ce_2: 0.3333 loss_bbox_2: 0.2049 loss_giou_2: 0.353 loss_ce_3: 0.2981 loss_bbox_3: 0.1936 loss_giou_3: 0.3406 loss_ce_4: 0.2767 loss_bbox_4: 0.1978 loss_giou_4: 0.3398 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:36] d2.utils.events INFO: eta: 21:27:02 iter: 175359 total_loss: 5.685 loss_ce: 0.2864 loss_bbox: 0.1893 loss_giou: 0.3403 loss_ce_0: 0.489 loss_bbox_0: 0.2993 loss_giou_0: 0.5244 loss_ce_1: 0.3783 loss_bbox_1: 0.2166 loss_giou_1: 0.3837 loss_ce_2: 0.3243 loss_bbox_2: 0.1996 loss_giou_2: 0.3577 loss_ce_3: 0.2993 loss_bbox_3: 0.1953 loss_giou_3: 0.3425 loss_ce_4: 0.2815 loss_bbox_4: 0.1884 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:41] d2.utils.events INFO: eta: 21:26:53 iter: 175379 total_loss: 5.408 loss_ce: 0.2724 loss_bbox: 0.1726 loss_giou: 0.3221 loss_ce_0: 0.4865 loss_bbox_0: 0.3061 loss_giou_0: 0.4935 loss_ce_1: 0.3977 loss_bbox_1: 0.2063 loss_giou_1: 0.367 loss_ce_2: 0.3306 loss_bbox_2: 0.1847 loss_giou_2: 0.3378 loss_ce_3: 0.291 loss_bbox_3: 0.1758 loss_giou_3: 0.3274 loss_ce_4: 0.2763 loss_bbox_4: 0.1744 loss_giou_4: 0.3254 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:47] d2.utils.events INFO: eta: 21:27:11 iter: 175399 total_loss: 5.881 loss_ce: 0.3053 loss_bbox: 0.1953 loss_giou: 0.3386 loss_ce_0: 0.5079 loss_bbox_0: 0.3359 loss_giou_0: 0.5097 loss_ce_1: 0.4222 loss_bbox_1: 0.2224 loss_giou_1: 0.3787 loss_ce_2: 0.3556 loss_bbox_2: 0.2076 loss_giou_2: 0.3545 loss_ce_3: 0.3198 loss_bbox_3: 0.2025 loss_giou_3: 0.3458 loss_ce_4: 0.3104 loss_bbox_4: 0.2016 loss_giou_4: 0.3422 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:53] d2.utils.events INFO: eta: 21:27:31 iter: 175419 total_loss: 5.584 loss_ce: 0.2865 loss_bbox: 0.1775 loss_giou: 0.3237 loss_ce_0: 0.5095 loss_bbox_0: 0.2954 loss_giou_0: 0.5172 loss_ce_1: 0.3902 loss_bbox_1: 0.203 loss_giou_1: 0.3769 loss_ce_2: 0.3195 loss_bbox_2: 0.1825 loss_giou_2: 0.3467 loss_ce_3: 0.2948 loss_bbox_3: 0.1827 loss_giou_3: 0.3286 loss_ce_4: 0.2898 loss_bbox_4: 0.1818 loss_giou_4: 0.3223 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:30:58] d2.utils.events INFO: eta: 21:27:28 iter: 175439 total_loss: 6.069 loss_ce: 0.3306 loss_bbox: 0.1909 loss_giou: 0.3618 loss_ce_0: 0.5271 loss_bbox_0: 0.3138 loss_giou_0: 0.5557 loss_ce_1: 0.4257 loss_bbox_1: 0.2258 loss_giou_1: 0.4218 loss_ce_2: 0.3662 loss_bbox_2: 0.1961 loss_giou_2: 0.3884 loss_ce_3: 0.3407 loss_bbox_3: 0.1898 loss_giou_3: 0.374 loss_ce_4: 0.3374 loss_bbox_4: 0.1955 loss_giou_4: 0.3682 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:04] d2.utils.events INFO: eta: 21:27:22 iter: 175459 total_loss: 5.811 loss_ce: 0.3089 loss_bbox: 0.1782 loss_giou: 0.3483 loss_ce_0: 0.5081 loss_bbox_0: 0.31 loss_giou_0: 0.5666 loss_ce_1: 0.39 loss_bbox_1: 0.2069 loss_giou_1: 0.4131 loss_ce_2: 0.34 loss_bbox_2: 0.1856 loss_giou_2: 0.3697 loss_ce_3: 0.3222 loss_bbox_3: 0.1784 loss_giou_3: 0.3622 loss_ce_4: 0.3017 loss_bbox_4: 0.1768 loss_giou_4: 0.3517 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:10] d2.utils.events INFO: eta: 21:27:30 iter: 175479 total_loss: 5.851 loss_ce: 0.3097 loss_bbox: 0.188 loss_giou: 0.3426 loss_ce_0: 0.4974 loss_bbox_0: 0.3194 loss_giou_0: 0.5122 loss_ce_1: 0.3997 loss_bbox_1: 0.2273 loss_giou_1: 0.3869 loss_ce_2: 0.3529 loss_bbox_2: 0.2025 loss_giou_2: 0.3587 loss_ce_3: 0.3151 loss_bbox_3: 0.1963 loss_giou_3: 0.3485 loss_ce_4: 0.3073 loss_bbox_4: 0.1883 loss_giou_4: 0.3449 time: 0.2802 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:15] d2.utils.events INFO: eta: 21:26:58 iter: 175499 total_loss: 5.882 loss_ce: 0.3171 loss_bbox: 0.1894 loss_giou: 0.3352 loss_ce_0: 0.5216 loss_bbox_0: 0.3186 loss_giou_0: 0.4916 loss_ce_1: 0.4243 loss_bbox_1: 0.2154 loss_giou_1: 0.3795 loss_ce_2: 0.353 loss_bbox_2: 0.1985 loss_giou_2: 0.3553 loss_ce_3: 0.3272 loss_bbox_3: 0.1921 loss_giou_3: 0.3495 loss_ce_4: 0.32 loss_bbox_4: 0.1898 loss_giou_4: 0.3368 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:21] d2.utils.events INFO: eta: 21:26:38 iter: 175519 total_loss: 5.785 loss_ce: 0.3004 loss_bbox: 0.1937 loss_giou: 0.3354 loss_ce_0: 0.5145 loss_bbox_0: 0.3283 loss_giou_0: 0.517 loss_ce_1: 0.4055 loss_bbox_1: 0.2243 loss_giou_1: 0.3825 loss_ce_2: 0.3347 loss_bbox_2: 0.2073 loss_giou_2: 0.3571 loss_ce_3: 0.3137 loss_bbox_3: 0.1996 loss_giou_3: 0.3437 loss_ce_4: 0.3015 loss_bbox_4: 0.1954 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:27] d2.utils.events INFO: eta: 21:26:44 iter: 175539 total_loss: 5.649 loss_ce: 0.2999 loss_bbox: 0.1957 loss_giou: 0.3333 loss_ce_0: 0.4995 loss_bbox_0: 0.3153 loss_giou_0: 0.4973 loss_ce_1: 0.3902 loss_bbox_1: 0.2282 loss_giou_1: 0.375 loss_ce_2: 0.3253 loss_bbox_2: 0.211 loss_giou_2: 0.341 loss_ce_3: 0.3045 loss_bbox_3: 0.2015 loss_giou_3: 0.3348 loss_ce_4: 0.2892 loss_bbox_4: 0.1972 loss_giou_4: 0.334 time: 0.2802 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:32] d2.utils.events INFO: eta: 21:26:26 iter: 175559 total_loss: 5.907 loss_ce: 0.2946 loss_bbox: 0.2008 loss_giou: 0.3421 loss_ce_0: 0.5027 loss_bbox_0: 0.337 loss_giou_0: 0.519 loss_ce_1: 0.408 loss_bbox_1: 0.2339 loss_giou_1: 0.3887 loss_ce_2: 0.3521 loss_bbox_2: 0.2122 loss_giou_2: 0.3648 loss_ce_3: 0.3171 loss_bbox_3: 0.2009 loss_giou_3: 0.3501 loss_ce_4: 0.2965 loss_bbox_4: 0.1969 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:38] d2.utils.events INFO: eta: 21:26:00 iter: 175579 total_loss: 5.898 loss_ce: 0.2906 loss_bbox: 0.1857 loss_giou: 0.3614 loss_ce_0: 0.5029 loss_bbox_0: 0.3176 loss_giou_0: 0.5507 loss_ce_1: 0.4045 loss_bbox_1: 0.2228 loss_giou_1: 0.407 loss_ce_2: 0.3343 loss_bbox_2: 0.2074 loss_giou_2: 0.3703 loss_ce_3: 0.3075 loss_bbox_3: 0.1912 loss_giou_3: 0.3632 loss_ce_4: 0.2931 loss_bbox_4: 0.187 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0345 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:44] d2.utils.events INFO: eta: 21:26:24 iter: 175599 total_loss: 6.047 loss_ce: 0.3118 loss_bbox: 0.1868 loss_giou: 0.3531 loss_ce_0: 0.5094 loss_bbox_0: 0.3208 loss_giou_0: 0.5319 loss_ce_1: 0.4196 loss_bbox_1: 0.2212 loss_giou_1: 0.4062 loss_ce_2: 0.3559 loss_bbox_2: 0.2015 loss_giou_2: 0.3794 loss_ce_3: 0.3312 loss_bbox_3: 0.1972 loss_giou_3: 0.3699 loss_ce_4: 0.3148 loss_bbox_4: 0.1918 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:49] d2.utils.events INFO: eta: 21:25:58 iter: 175619 total_loss: 5.762 loss_ce: 0.3025 loss_bbox: 0.2008 loss_giou: 0.3155 loss_ce_0: 0.5139 loss_bbox_0: 0.3217 loss_giou_0: 0.484 loss_ce_1: 0.4082 loss_bbox_1: 0.2298 loss_giou_1: 0.3763 loss_ce_2: 0.3579 loss_bbox_2: 0.2123 loss_giou_2: 0.342 loss_ce_3: 0.3144 loss_bbox_3: 0.2038 loss_giou_3: 0.3247 loss_ce_4: 0.3001 loss_bbox_4: 0.2062 loss_giou_4: 0.3173 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:31:55] d2.utils.events INFO: eta: 21:26:13 iter: 175639 total_loss: 5.968 loss_ce: 0.3175 loss_bbox: 0.1773 loss_giou: 0.3349 loss_ce_0: 0.5285 loss_bbox_0: 0.3276 loss_giou_0: 0.5436 loss_ce_1: 0.4242 loss_bbox_1: 0.2117 loss_giou_1: 0.3952 loss_ce_2: 0.3576 loss_bbox_2: 0.1892 loss_giou_2: 0.3627 loss_ce_3: 0.3209 loss_bbox_3: 0.1826 loss_giou_3: 0.3481 loss_ce_4: 0.3127 loss_bbox_4: 0.1828 loss_giou_4: 0.3378 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:01] d2.utils.events INFO: eta: 21:26:07 iter: 175659 total_loss: 5.744 loss_ce: 0.2971 loss_bbox: 0.1895 loss_giou: 0.3398 loss_ce_0: 0.5136 loss_bbox_0: 0.3209 loss_giou_0: 0.5264 loss_ce_1: 0.3968 loss_bbox_1: 0.2196 loss_giou_1: 0.3754 loss_ce_2: 0.3373 loss_bbox_2: 0.1949 loss_giou_2: 0.3547 loss_ce_3: 0.3051 loss_bbox_3: 0.1932 loss_giou_3: 0.3423 loss_ce_4: 0.3023 loss_bbox_4: 0.1942 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:06] d2.utils.events INFO: eta: 21:26:07 iter: 175679 total_loss: 5.716 loss_ce: 0.3143 loss_bbox: 0.186 loss_giou: 0.3414 loss_ce_0: 0.503 loss_bbox_0: 0.3133 loss_giou_0: 0.5147 loss_ce_1: 0.4106 loss_bbox_1: 0.2202 loss_giou_1: 0.3987 loss_ce_2: 0.3392 loss_bbox_2: 0.1963 loss_giou_2: 0.3642 loss_ce_3: 0.3144 loss_bbox_3: 0.1904 loss_giou_3: 0.3534 loss_ce_4: 0.3137 loss_bbox_4: 0.1893 loss_giou_4: 0.3485 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:12] d2.utils.events INFO: eta: 21:26:28 iter: 175699 total_loss: 5.893 loss_ce: 0.308 loss_bbox: 0.2029 loss_giou: 0.351 loss_ce_0: 0.5023 loss_bbox_0: 0.3322 loss_giou_0: 0.5218 loss_ce_1: 0.4037 loss_bbox_1: 0.2317 loss_giou_1: 0.3975 loss_ce_2: 0.3341 loss_bbox_2: 0.2154 loss_giou_2: 0.3755 loss_ce_3: 0.3081 loss_bbox_3: 0.2077 loss_giou_3: 0.3621 loss_ce_4: 0.2988 loss_bbox_4: 0.2059 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:18] d2.utils.events INFO: eta: 21:26:22 iter: 175719 total_loss: 5.899 loss_ce: 0.3169 loss_bbox: 0.1967 loss_giou: 0.3214 loss_ce_0: 0.5161 loss_bbox_0: 0.3353 loss_giou_0: 0.4952 loss_ce_1: 0.4307 loss_bbox_1: 0.2307 loss_giou_1: 0.361 loss_ce_2: 0.3539 loss_bbox_2: 0.2071 loss_giou_2: 0.3391 loss_ce_3: 0.3265 loss_bbox_3: 0.2046 loss_giou_3: 0.3282 loss_ce_4: 0.3188 loss_bbox_4: 0.2007 loss_giou_4: 0.3256 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:24] d2.utils.events INFO: eta: 21:26:29 iter: 175739 total_loss: 5.88 loss_ce: 0.3074 loss_bbox: 0.1827 loss_giou: 0.3458 loss_ce_0: 0.5219 loss_bbox_0: 0.322 loss_giou_0: 0.5438 loss_ce_1: 0.3927 loss_bbox_1: 0.226 loss_giou_1: 0.3946 loss_ce_2: 0.3307 loss_bbox_2: 0.1933 loss_giou_2: 0.3591 loss_ce_3: 0.312 loss_bbox_3: 0.1924 loss_giou_3: 0.3484 loss_ce_4: 0.3074 loss_bbox_4: 0.1859 loss_giou_4: 0.3478 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:29] d2.utils.events INFO: eta: 21:26:27 iter: 175759 total_loss: 5.912 loss_ce: 0.3047 loss_bbox: 0.1913 loss_giou: 0.3441 loss_ce_0: 0.5102 loss_bbox_0: 0.3156 loss_giou_0: 0.5428 loss_ce_1: 0.4121 loss_bbox_1: 0.2215 loss_giou_1: 0.4012 loss_ce_2: 0.349 loss_bbox_2: 0.2055 loss_giou_2: 0.3705 loss_ce_3: 0.3169 loss_bbox_3: 0.1957 loss_giou_3: 0.356 loss_ce_4: 0.3104 loss_bbox_4: 0.1903 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:35] d2.utils.events INFO: eta: 21:26:07 iter: 175779 total_loss: 5.925 loss_ce: 0.2975 loss_bbox: 0.2009 loss_giou: 0.3356 loss_ce_0: 0.5167 loss_bbox_0: 0.3323 loss_giou_0: 0.5387 loss_ce_1: 0.4236 loss_bbox_1: 0.2344 loss_giou_1: 0.3774 loss_ce_2: 0.3535 loss_bbox_2: 0.2118 loss_giou_2: 0.3495 loss_ce_3: 0.3154 loss_bbox_3: 0.2099 loss_giou_3: 0.343 loss_ce_4: 0.3004 loss_bbox_4: 0.2002 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:41] d2.utils.events INFO: eta: 21:25:50 iter: 175799 total_loss: 5.704 loss_ce: 0.2883 loss_bbox: 0.1764 loss_giou: 0.3296 loss_ce_0: 0.5081 loss_bbox_0: 0.2982 loss_giou_0: 0.5256 loss_ce_1: 0.3892 loss_bbox_1: 0.2125 loss_giou_1: 0.3915 loss_ce_2: 0.3224 loss_bbox_2: 0.191 loss_giou_2: 0.3532 loss_ce_3: 0.2951 loss_bbox_3: 0.1828 loss_giou_3: 0.3355 loss_ce_4: 0.2881 loss_bbox_4: 0.1767 loss_giou_4: 0.3306 time: 0.2802 data_time: 0.0368 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:46] d2.utils.events INFO: eta: 21:25:26 iter: 175819 total_loss: 6.13 loss_ce: 0.328 loss_bbox: 0.1843 loss_giou: 0.3614 loss_ce_0: 0.5265 loss_bbox_0: 0.3186 loss_giou_0: 0.5554 loss_ce_1: 0.4402 loss_bbox_1: 0.2256 loss_giou_1: 0.4106 loss_ce_2: 0.3726 loss_bbox_2: 0.2047 loss_giou_2: 0.3743 loss_ce_3: 0.3394 loss_bbox_3: 0.1945 loss_giou_3: 0.3654 loss_ce_4: 0.3338 loss_bbox_4: 0.1898 loss_giou_4: 0.3632 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:52] d2.utils.events INFO: eta: 21:25:20 iter: 175839 total_loss: 5.924 loss_ce: 0.2999 loss_bbox: 0.1746 loss_giou: 0.3431 loss_ce_0: 0.5008 loss_bbox_0: 0.3175 loss_giou_0: 0.5202 loss_ce_1: 0.4047 loss_bbox_1: 0.2159 loss_giou_1: 0.3887 loss_ce_2: 0.3421 loss_bbox_2: 0.1964 loss_giou_2: 0.3589 loss_ce_3: 0.3072 loss_bbox_3: 0.1843 loss_giou_3: 0.3515 loss_ce_4: 0.3014 loss_bbox_4: 0.175 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0355 lr: 2.5e-05 max_mem: 5427M [11/03 03:32:58] d2.utils.events INFO: eta: 21:25:41 iter: 175859 total_loss: 5.732 loss_ce: 0.2894 loss_bbox: 0.1739 loss_giou: 0.3505 loss_ce_0: 0.4907 loss_bbox_0: 0.3052 loss_giou_0: 0.5473 loss_ce_1: 0.3939 loss_bbox_1: 0.2075 loss_giou_1: 0.4003 loss_ce_2: 0.3277 loss_bbox_2: 0.1879 loss_giou_2: 0.3658 loss_ce_3: 0.2985 loss_bbox_3: 0.1853 loss_giou_3: 0.3575 loss_ce_4: 0.2949 loss_bbox_4: 0.1772 loss_giou_4: 0.3537 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 03:33:03] d2.utils.events INFO: eta: 21:25:53 iter: 175879 total_loss: 5.968 loss_ce: 0.3208 loss_bbox: 0.1833 loss_giou: 0.3662 loss_ce_0: 0.5267 loss_bbox_0: 0.3208 loss_giou_0: 0.547 loss_ce_1: 0.4226 loss_bbox_1: 0.2161 loss_giou_1: 0.4034 loss_ce_2: 0.3511 loss_bbox_2: 0.1965 loss_giou_2: 0.3862 loss_ce_3: 0.3347 loss_bbox_3: 0.1878 loss_giou_3: 0.3774 loss_ce_4: 0.3274 loss_bbox_4: 0.1886 loss_giou_4: 0.3688 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 03:33:09] d2.utils.events INFO: eta: 21:25:37 iter: 175899 total_loss: 5.852 loss_ce: 0.3087 loss_bbox: 0.191 loss_giou: 0.3397 loss_ce_0: 0.5104 loss_bbox_0: 0.3176 loss_giou_0: 0.5084 loss_ce_1: 0.4017 loss_bbox_1: 0.2265 loss_giou_1: 0.3853 loss_ce_2: 0.3367 loss_bbox_2: 0.1999 loss_giou_2: 0.3562 loss_ce_3: 0.3169 loss_bbox_3: 0.1934 loss_giou_3: 0.3447 loss_ce_4: 0.3123 loss_bbox_4: 0.1902 loss_giou_4: 0.3401 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 03:33:15] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 03:33:16] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 03:33:16] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 03:33:16] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 03:33:16] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 03:33:16] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 03:33:23] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0493 s/iter. Eval: 0.0003 s/iter. Total: 0.0507 s/iter. ETA=0:00:31 [11/03 03:33:28] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0030 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0517 s/iter. ETA=0:00:26 [11/03 03:33:33] d2.evaluation.evaluator INFO: Inference done 207/625. Dataloading: 0.0027 s/iter. Inference: 0.0479 s/iter. Eval: 0.0004 s/iter. Total: 0.0512 s/iter. ETA=0:00:21 [11/03 03:33:38] d2.evaluation.evaluator INFO: Inference done 302/625. Dataloading: 0.0029 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0517 s/iter. ETA=0:00:16 [11/03 03:33:43] d2.evaluation.evaluator INFO: Inference done 385/625. Dataloading: 0.0028 s/iter. Inference: 0.0484 s/iter. Eval: 0.0023 s/iter. Total: 0.0537 s/iter. ETA=0:00:12 [11/03 03:33:48] d2.evaluation.evaluator INFO: Inference done 482/625. Dataloading: 0.0029 s/iter. Inference: 0.0484 s/iter. Eval: 0.0019 s/iter. Total: 0.0533 s/iter. ETA=0:00:07 [11/03 03:33:53] d2.evaluation.evaluator INFO: Inference done 579/625. Dataloading: 0.0029 s/iter. Inference: 0.0484 s/iter. Eval: 0.0017 s/iter. Total: 0.0531 s/iter. ETA=0:00:02 [11/03 03:33:56] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.193073 (0.053537 s / iter per device, on 8 devices) [11/03 03:33:56] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048375 s / iter per device, on 8 devices) [11/03 03:34:02] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 03:34:02] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 03:34:04] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 03:34:07] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 03:34:20] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.64 seconds. [11/03 03:34:20] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 03:34:21] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.36 seconds. [11/03 03:34:21] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.455 | 60.297 | 44.272 | 23.856 | 44.153 | 57.139 | [11/03 03:34:21] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 52.258 | bicycle | 28.635 | car | 41.015 | | motorcycle | 39.863 | airplane | 68.390 | bus | 62.779 | | train | 62.342 | truck | 37.134 | boat | 25.963 | | traffic light | 26.253 | fire hydrant | 66.726 | stop sign | 66.890 | | parking meter | 44.663 | bench | 25.641 | bird | 36.366 | | cat | 72.431 | dog | 64.635 | horse | 58.299 | | sheep | 48.437 | cow | 58.070 | elephant | 63.872 | | bear | 73.113 | zebra | 64.355 | giraffe | 66.167 | | backpack | 14.910 | umbrella | 35.574 | handbag | 13.696 | | tie | 31.958 | suitcase | 39.165 | frisbee | 69.319 | | skis | 25.646 | snowboard | 41.236 | sports ball | 44.758 | | kite | 45.914 | baseball bat | 32.675 | baseball glove | 38.378 | | skateboard | 52.207 | surfboard | 38.941 | tennis racket | 48.644 | | bottle | 35.618 | wine glass | 32.829 | cup | 39.376 | | fork | 33.277 | knife | 16.292 | spoon | 14.877 | | bowl | 42.456 | banana | 22.955 | apple | 17.592 | | sandwich | 35.214 | orange | 29.720 | broccoli | 21.224 | | carrot | 21.190 | hot dog | 35.999 | pizza | 53.695 | | donut | 43.254 | cake | 35.725 | chair | 24.090 | | couch | 45.213 | potted plant | 24.988 | bed | 48.366 | | dining table | 28.806 | toilet | 61.779 | tv | 56.554 | | laptop | 58.991 | mouse | 57.926 | remote | 28.387 | | keyboard | 49.776 | cell phone | 37.047 | microwave | 62.092 | | oven | 32.299 | toaster | 39.314 | sink | 34.355 | | refrigerator | 59.823 | book | 11.317 | clock | 51.713 | | vase | 37.445 | scissors | 32.148 | teddy bear | 42.788 | | hair drier | 5.813 | toothbrush | 26.797 | | | [11/03 03:34:22] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 03:34:22] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 03:34:22] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 03:34:22] d2.evaluation.testing INFO: copypaste: 41.4555,60.2970,44.2718,23.8558,44.1534,57.1389 [11/03 03:34:22] d2.utils.events INFO: eta: 21:25:42 iter: 175919 total_loss: 5.821 loss_ce: 0.3048 loss_bbox: 0.1919 loss_giou: 0.3522 loss_ce_0: 0.501 loss_bbox_0: 0.3263 loss_giou_0: 0.5343 loss_ce_1: 0.4092 loss_bbox_1: 0.2314 loss_giou_1: 0.4073 loss_ce_2: 0.3352 loss_bbox_2: 0.2109 loss_giou_2: 0.37 loss_ce_3: 0.3051 loss_bbox_3: 0.1987 loss_giou_3: 0.3639 loss_ce_4: 0.2965 loss_bbox_4: 0.1936 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:34:28] d2.utils.events INFO: eta: 21:25:47 iter: 175939 total_loss: 5.722 loss_ce: 0.287 loss_bbox: 0.1884 loss_giou: 0.3264 loss_ce_0: 0.4881 loss_bbox_0: 0.3148 loss_giou_0: 0.5097 loss_ce_1: 0.3866 loss_bbox_1: 0.2255 loss_giou_1: 0.3858 loss_ce_2: 0.3259 loss_bbox_2: 0.2079 loss_giou_2: 0.3474 loss_ce_3: 0.301 loss_bbox_3: 0.1932 loss_giou_3: 0.3385 loss_ce_4: 0.2913 loss_bbox_4: 0.1895 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:34:33] d2.utils.events INFO: eta: 21:25:35 iter: 175959 total_loss: 5.526 loss_ce: 0.2868 loss_bbox: 0.1809 loss_giou: 0.3235 loss_ce_0: 0.4758 loss_bbox_0: 0.3135 loss_giou_0: 0.4843 loss_ce_1: 0.3917 loss_bbox_1: 0.2217 loss_giou_1: 0.3668 loss_ce_2: 0.3247 loss_bbox_2: 0.1966 loss_giou_2: 0.3382 loss_ce_3: 0.2875 loss_bbox_3: 0.1887 loss_giou_3: 0.3259 loss_ce_4: 0.2883 loss_bbox_4: 0.1823 loss_giou_4: 0.3241 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:34:39] d2.utils.events INFO: eta: 21:25:16 iter: 175979 total_loss: 5.692 loss_ce: 0.3018 loss_bbox: 0.1844 loss_giou: 0.3209 loss_ce_0: 0.5141 loss_bbox_0: 0.3229 loss_giou_0: 0.5219 loss_ce_1: 0.4178 loss_bbox_1: 0.223 loss_giou_1: 0.3804 loss_ce_2: 0.3482 loss_bbox_2: 0.2003 loss_giou_2: 0.3413 loss_ce_3: 0.3139 loss_bbox_3: 0.1878 loss_giou_3: 0.3273 loss_ce_4: 0.2976 loss_bbox_4: 0.1874 loss_giou_4: 0.3277 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:34:45] d2.utils.events INFO: eta: 21:25:19 iter: 175999 total_loss: 5.92 loss_ce: 0.2972 loss_bbox: 0.1908 loss_giou: 0.3448 loss_ce_0: 0.5072 loss_bbox_0: 0.3258 loss_giou_0: 0.5148 loss_ce_1: 0.4116 loss_bbox_1: 0.2217 loss_giou_1: 0.3779 loss_ce_2: 0.3446 loss_bbox_2: 0.2113 loss_giou_2: 0.3558 loss_ce_3: 0.3044 loss_bbox_3: 0.1985 loss_giou_3: 0.3478 loss_ce_4: 0.2994 loss_bbox_4: 0.1942 loss_giou_4: 0.3437 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:34:50] d2.utils.events INFO: eta: 21:25:03 iter: 176019 total_loss: 5.522 loss_ce: 0.2767 loss_bbox: 0.1807 loss_giou: 0.3287 loss_ce_0: 0.4895 loss_bbox_0: 0.3105 loss_giou_0: 0.5058 loss_ce_1: 0.375 loss_bbox_1: 0.2156 loss_giou_1: 0.3852 loss_ce_2: 0.3136 loss_bbox_2: 0.1924 loss_giou_2: 0.3401 loss_ce_3: 0.2851 loss_bbox_3: 0.1876 loss_giou_3: 0.3251 loss_ce_4: 0.2813 loss_bbox_4: 0.1817 loss_giou_4: 0.3265 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:34:56] d2.utils.events INFO: eta: 21:25:08 iter: 176039 total_loss: 5.831 loss_ce: 0.3068 loss_bbox: 0.1968 loss_giou: 0.341 loss_ce_0: 0.5206 loss_bbox_0: 0.3325 loss_giou_0: 0.5197 loss_ce_1: 0.4103 loss_bbox_1: 0.2322 loss_giou_1: 0.391 loss_ce_2: 0.3475 loss_bbox_2: 0.2088 loss_giou_2: 0.3615 loss_ce_3: 0.3199 loss_bbox_3: 0.2017 loss_giou_3: 0.3488 loss_ce_4: 0.3096 loss_bbox_4: 0.1972 loss_giou_4: 0.3447 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:02] d2.utils.events INFO: eta: 21:25:07 iter: 176059 total_loss: 5.772 loss_ce: 0.2836 loss_bbox: 0.1741 loss_giou: 0.3376 loss_ce_0: 0.4885 loss_bbox_0: 0.3042 loss_giou_0: 0.5184 loss_ce_1: 0.4056 loss_bbox_1: 0.2037 loss_giou_1: 0.3887 loss_ce_2: 0.3329 loss_bbox_2: 0.1894 loss_giou_2: 0.3615 loss_ce_3: 0.2909 loss_bbox_3: 0.1803 loss_giou_3: 0.3474 loss_ce_4: 0.2829 loss_bbox_4: 0.1756 loss_giou_4: 0.338 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:07] d2.utils.events INFO: eta: 21:24:52 iter: 176079 total_loss: 5.682 loss_ce: 0.3239 loss_bbox: 0.1907 loss_giou: 0.3246 loss_ce_0: 0.5184 loss_bbox_0: 0.3259 loss_giou_0: 0.519 loss_ce_1: 0.4147 loss_bbox_1: 0.226 loss_giou_1: 0.3774 loss_ce_2: 0.3611 loss_bbox_2: 0.2025 loss_giou_2: 0.3437 loss_ce_3: 0.3307 loss_bbox_3: 0.1947 loss_giou_3: 0.3366 loss_ce_4: 0.3214 loss_bbox_4: 0.1919 loss_giou_4: 0.329 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:13] d2.utils.events INFO: eta: 21:24:51 iter: 176099 total_loss: 6.134 loss_ce: 0.3113 loss_bbox: 0.2055 loss_giou: 0.3645 loss_ce_0: 0.5223 loss_bbox_0: 0.3194 loss_giou_0: 0.525 loss_ce_1: 0.4282 loss_bbox_1: 0.234 loss_giou_1: 0.4051 loss_ce_2: 0.3706 loss_bbox_2: 0.2197 loss_giou_2: 0.3786 loss_ce_3: 0.3381 loss_bbox_3: 0.212 loss_giou_3: 0.3691 loss_ce_4: 0.3155 loss_bbox_4: 0.2061 loss_giou_4: 0.3661 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:19] d2.utils.events INFO: eta: 21:24:18 iter: 176119 total_loss: 5.992 loss_ce: 0.3241 loss_bbox: 0.1927 loss_giou: 0.3414 loss_ce_0: 0.514 loss_bbox_0: 0.3181 loss_giou_0: 0.5231 loss_ce_1: 0.4186 loss_bbox_1: 0.2258 loss_giou_1: 0.3939 loss_ce_2: 0.3613 loss_bbox_2: 0.2052 loss_giou_2: 0.3565 loss_ce_3: 0.3429 loss_bbox_3: 0.2026 loss_giou_3: 0.3485 loss_ce_4: 0.3267 loss_bbox_4: 0.199 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:25] d2.utils.events INFO: eta: 21:24:12 iter: 176139 total_loss: 5.86 loss_ce: 0.3021 loss_bbox: 0.1991 loss_giou: 0.353 loss_ce_0: 0.5056 loss_bbox_0: 0.3201 loss_giou_0: 0.5273 loss_ce_1: 0.3996 loss_bbox_1: 0.2217 loss_giou_1: 0.3932 loss_ce_2: 0.3409 loss_bbox_2: 0.2077 loss_giou_2: 0.3661 loss_ce_3: 0.314 loss_bbox_3: 0.208 loss_giou_3: 0.3584 loss_ce_4: 0.3042 loss_bbox_4: 0.1979 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:30] d2.utils.events INFO: eta: 21:24:16 iter: 176159 total_loss: 6.16 loss_ce: 0.3285 loss_bbox: 0.1957 loss_giou: 0.3689 loss_ce_0: 0.5218 loss_bbox_0: 0.3264 loss_giou_0: 0.5552 loss_ce_1: 0.4068 loss_bbox_1: 0.2291 loss_giou_1: 0.411 loss_ce_2: 0.3684 loss_bbox_2: 0.2078 loss_giou_2: 0.3885 loss_ce_3: 0.342 loss_bbox_3: 0.1994 loss_giou_3: 0.3803 loss_ce_4: 0.326 loss_bbox_4: 0.1982 loss_giou_4: 0.3767 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:36] d2.utils.events INFO: eta: 21:23:55 iter: 176179 total_loss: 5.708 loss_ce: 0.2908 loss_bbox: 0.1877 loss_giou: 0.338 loss_ce_0: 0.4876 loss_bbox_0: 0.3044 loss_giou_0: 0.4881 loss_ce_1: 0.3881 loss_bbox_1: 0.2123 loss_giou_1: 0.3749 loss_ce_2: 0.332 loss_bbox_2: 0.1977 loss_giou_2: 0.3543 loss_ce_3: 0.3024 loss_bbox_3: 0.1953 loss_giou_3: 0.345 loss_ce_4: 0.287 loss_bbox_4: 0.1881 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:42] d2.utils.events INFO: eta: 21:24:05 iter: 176199 total_loss: 5.534 loss_ce: 0.3067 loss_bbox: 0.1988 loss_giou: 0.321 loss_ce_0: 0.5045 loss_bbox_0: 0.3326 loss_giou_0: 0.4954 loss_ce_1: 0.4007 loss_bbox_1: 0.2331 loss_giou_1: 0.3705 loss_ce_2: 0.3322 loss_bbox_2: 0.2079 loss_giou_2: 0.3412 loss_ce_3: 0.309 loss_bbox_3: 0.201 loss_giou_3: 0.3278 loss_ce_4: 0.3015 loss_bbox_4: 0.1958 loss_giou_4: 0.3244 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:47] d2.utils.events INFO: eta: 21:23:56 iter: 176219 total_loss: 5.748 loss_ce: 0.2959 loss_bbox: 0.1783 loss_giou: 0.3415 loss_ce_0: 0.5029 loss_bbox_0: 0.3248 loss_giou_0: 0.5114 loss_ce_1: 0.3954 loss_bbox_1: 0.2224 loss_giou_1: 0.383 loss_ce_2: 0.3363 loss_bbox_2: 0.2015 loss_giou_2: 0.3543 loss_ce_3: 0.3058 loss_bbox_3: 0.1871 loss_giou_3: 0.3488 loss_ce_4: 0.3018 loss_bbox_4: 0.1885 loss_giou_4: 0.3438 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:53] d2.utils.events INFO: eta: 21:23:48 iter: 176239 total_loss: 5.756 loss_ce: 0.2906 loss_bbox: 0.184 loss_giou: 0.335 loss_ce_0: 0.5034 loss_bbox_0: 0.3169 loss_giou_0: 0.5408 loss_ce_1: 0.3962 loss_bbox_1: 0.2181 loss_giou_1: 0.3841 loss_ce_2: 0.3298 loss_bbox_2: 0.1962 loss_giou_2: 0.3554 loss_ce_3: 0.3035 loss_bbox_3: 0.1838 loss_giou_3: 0.3446 loss_ce_4: 0.2906 loss_bbox_4: 0.1853 loss_giou_4: 0.3373 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 03:35:59] d2.utils.events INFO: eta: 21:23:48 iter: 176259 total_loss: 5.679 loss_ce: 0.3012 loss_bbox: 0.185 loss_giou: 0.333 loss_ce_0: 0.5107 loss_bbox_0: 0.3144 loss_giou_0: 0.5239 loss_ce_1: 0.4099 loss_bbox_1: 0.206 loss_giou_1: 0.3868 loss_ce_2: 0.346 loss_bbox_2: 0.1918 loss_giou_2: 0.3517 loss_ce_3: 0.3156 loss_bbox_3: 0.1922 loss_giou_3: 0.341 loss_ce_4: 0.3009 loss_bbox_4: 0.1855 loss_giou_4: 0.3406 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:04] d2.utils.events INFO: eta: 21:23:37 iter: 176279 total_loss: 5.951 loss_ce: 0.3223 loss_bbox: 0.1895 loss_giou: 0.3572 loss_ce_0: 0.5281 loss_bbox_0: 0.3094 loss_giou_0: 0.5397 loss_ce_1: 0.409 loss_bbox_1: 0.2209 loss_giou_1: 0.4124 loss_ce_2: 0.3518 loss_bbox_2: 0.2057 loss_giou_2: 0.378 loss_ce_3: 0.3404 loss_bbox_3: 0.1988 loss_giou_3: 0.3681 loss_ce_4: 0.3197 loss_bbox_4: 0.1957 loss_giou_4: 0.3604 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:10] d2.utils.events INFO: eta: 21:23:51 iter: 176299 total_loss: 6.064 loss_ce: 0.3201 loss_bbox: 0.176 loss_giou: 0.3744 loss_ce_0: 0.5163 loss_bbox_0: 0.3215 loss_giou_0: 0.5857 loss_ce_1: 0.4149 loss_bbox_1: 0.2117 loss_giou_1: 0.4258 loss_ce_2: 0.3485 loss_bbox_2: 0.1933 loss_giou_2: 0.3959 loss_ce_3: 0.3267 loss_bbox_3: 0.1889 loss_giou_3: 0.3858 loss_ce_4: 0.3121 loss_bbox_4: 0.183 loss_giou_4: 0.3804 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:16] d2.utils.events INFO: eta: 21:24:02 iter: 176319 total_loss: 5.716 loss_ce: 0.2964 loss_bbox: 0.1899 loss_giou: 0.3258 loss_ce_0: 0.5018 loss_bbox_0: 0.3191 loss_giou_0: 0.5494 loss_ce_1: 0.3953 loss_bbox_1: 0.2242 loss_giou_1: 0.3824 loss_ce_2: 0.3349 loss_bbox_2: 0.1972 loss_giou_2: 0.3399 loss_ce_3: 0.313 loss_bbox_3: 0.1949 loss_giou_3: 0.3351 loss_ce_4: 0.2925 loss_bbox_4: 0.1893 loss_giou_4: 0.3288 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:22] d2.utils.events INFO: eta: 21:24:31 iter: 176339 total_loss: 5.976 loss_ce: 0.3325 loss_bbox: 0.1835 loss_giou: 0.333 loss_ce_0: 0.5305 loss_bbox_0: 0.333 loss_giou_0: 0.5452 loss_ce_1: 0.4278 loss_bbox_1: 0.227 loss_giou_1: 0.3956 loss_ce_2: 0.3616 loss_bbox_2: 0.201 loss_giou_2: 0.3639 loss_ce_3: 0.3446 loss_bbox_3: 0.1912 loss_giou_3: 0.347 loss_ce_4: 0.3403 loss_bbox_4: 0.187 loss_giou_4: 0.3393 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:27] d2.utils.events INFO: eta: 21:24:25 iter: 176359 total_loss: 5.793 loss_ce: 0.3065 loss_bbox: 0.1962 loss_giou: 0.3151 loss_ce_0: 0.5048 loss_bbox_0: 0.3441 loss_giou_0: 0.5065 loss_ce_1: 0.4205 loss_bbox_1: 0.2305 loss_giou_1: 0.3608 loss_ce_2: 0.3543 loss_bbox_2: 0.2115 loss_giou_2: 0.3373 loss_ce_3: 0.3148 loss_bbox_3: 0.2043 loss_giou_3: 0.3242 loss_ce_4: 0.3059 loss_bbox_4: 0.1978 loss_giou_4: 0.3173 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:33] d2.utils.events INFO: eta: 21:24:21 iter: 176379 total_loss: 5.957 loss_ce: 0.3275 loss_bbox: 0.1957 loss_giou: 0.3443 loss_ce_0: 0.5191 loss_bbox_0: 0.3316 loss_giou_0: 0.5233 loss_ce_1: 0.4077 loss_bbox_1: 0.2309 loss_giou_1: 0.3905 loss_ce_2: 0.3579 loss_bbox_2: 0.204 loss_giou_2: 0.3584 loss_ce_3: 0.3222 loss_bbox_3: 0.1994 loss_giou_3: 0.3545 loss_ce_4: 0.3256 loss_bbox_4: 0.1984 loss_giou_4: 0.3502 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:39] d2.utils.events INFO: eta: 21:24:19 iter: 176399 total_loss: 5.601 loss_ce: 0.3003 loss_bbox: 0.1683 loss_giou: 0.3386 loss_ce_0: 0.5044 loss_bbox_0: 0.3048 loss_giou_0: 0.5341 loss_ce_1: 0.3995 loss_bbox_1: 0.2054 loss_giou_1: 0.3966 loss_ce_2: 0.3459 loss_bbox_2: 0.1806 loss_giou_2: 0.3591 loss_ce_3: 0.316 loss_bbox_3: 0.1785 loss_giou_3: 0.3515 loss_ce_4: 0.2996 loss_bbox_4: 0.1752 loss_giou_4: 0.341 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:44] d2.utils.events INFO: eta: 21:23:43 iter: 176419 total_loss: 5.44 loss_ce: 0.2869 loss_bbox: 0.1811 loss_giou: 0.334 loss_ce_0: 0.5014 loss_bbox_0: 0.3046 loss_giou_0: 0.4968 loss_ce_1: 0.3937 loss_bbox_1: 0.2134 loss_giou_1: 0.371 loss_ce_2: 0.326 loss_bbox_2: 0.1971 loss_giou_2: 0.3489 loss_ce_3: 0.3011 loss_bbox_3: 0.1907 loss_giou_3: 0.3395 loss_ce_4: 0.2922 loss_bbox_4: 0.1848 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:50] d2.utils.events INFO: eta: 21:23:32 iter: 176439 total_loss: 5.389 loss_ce: 0.303 loss_bbox: 0.1856 loss_giou: 0.3213 loss_ce_0: 0.5054 loss_bbox_0: 0.3104 loss_giou_0: 0.4972 loss_ce_1: 0.4081 loss_bbox_1: 0.212 loss_giou_1: 0.3531 loss_ce_2: 0.3353 loss_bbox_2: 0.1942 loss_giou_2: 0.3245 loss_ce_3: 0.3064 loss_bbox_3: 0.1922 loss_giou_3: 0.3313 loss_ce_4: 0.2997 loss_bbox_4: 0.1872 loss_giou_4: 0.3239 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:36:56] d2.utils.events INFO: eta: 21:23:27 iter: 176459 total_loss: 5.995 loss_ce: 0.3306 loss_bbox: 0.2027 loss_giou: 0.3436 loss_ce_0: 0.5237 loss_bbox_0: 0.3222 loss_giou_0: 0.5033 loss_ce_1: 0.4281 loss_bbox_1: 0.2329 loss_giou_1: 0.3784 loss_ce_2: 0.3726 loss_bbox_2: 0.2159 loss_giou_2: 0.3568 loss_ce_3: 0.3435 loss_bbox_3: 0.2089 loss_giou_3: 0.3481 loss_ce_4: 0.3292 loss_bbox_4: 0.2046 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:01] d2.utils.events INFO: eta: 21:23:19 iter: 176479 total_loss: 5.535 loss_ce: 0.273 loss_bbox: 0.1807 loss_giou: 0.3349 loss_ce_0: 0.4925 loss_bbox_0: 0.3132 loss_giou_0: 0.522 loss_ce_1: 0.3885 loss_bbox_1: 0.2163 loss_giou_1: 0.3817 loss_ce_2: 0.312 loss_bbox_2: 0.1978 loss_giou_2: 0.3571 loss_ce_3: 0.2835 loss_bbox_3: 0.1887 loss_giou_3: 0.3488 loss_ce_4: 0.2754 loss_bbox_4: 0.1816 loss_giou_4: 0.3407 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:07] d2.utils.events INFO: eta: 21:23:20 iter: 176499 total_loss: 5.712 loss_ce: 0.2865 loss_bbox: 0.1871 loss_giou: 0.35 loss_ce_0: 0.4991 loss_bbox_0: 0.3105 loss_giou_0: 0.5138 loss_ce_1: 0.3965 loss_bbox_1: 0.2141 loss_giou_1: 0.386 loss_ce_2: 0.3238 loss_bbox_2: 0.1935 loss_giou_2: 0.3713 loss_ce_3: 0.2923 loss_bbox_3: 0.193 loss_giou_3: 0.3562 loss_ce_4: 0.2827 loss_bbox_4: 0.1888 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:13] d2.utils.events INFO: eta: 21:23:54 iter: 176519 total_loss: 5.886 loss_ce: 0.3187 loss_bbox: 0.189 loss_giou: 0.3422 loss_ce_0: 0.5168 loss_bbox_0: 0.3147 loss_giou_0: 0.5285 loss_ce_1: 0.419 loss_bbox_1: 0.214 loss_giou_1: 0.3924 loss_ce_2: 0.3676 loss_bbox_2: 0.2052 loss_giou_2: 0.3627 loss_ce_3: 0.3329 loss_bbox_3: 0.1923 loss_giou_3: 0.351 loss_ce_4: 0.3251 loss_bbox_4: 0.1914 loss_giou_4: 0.3478 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:18] d2.utils.events INFO: eta: 21:23:35 iter: 176539 total_loss: 5.683 loss_ce: 0.312 loss_bbox: 0.2033 loss_giou: 0.324 loss_ce_0: 0.5108 loss_bbox_0: 0.3268 loss_giou_0: 0.498 loss_ce_1: 0.4027 loss_bbox_1: 0.2438 loss_giou_1: 0.3712 loss_ce_2: 0.3599 loss_bbox_2: 0.2162 loss_giou_2: 0.3403 loss_ce_3: 0.3257 loss_bbox_3: 0.2115 loss_giou_3: 0.3333 loss_ce_4: 0.3164 loss_bbox_4: 0.2067 loss_giou_4: 0.3286 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:24] d2.utils.events INFO: eta: 21:23:30 iter: 176559 total_loss: 5.726 loss_ce: 0.2898 loss_bbox: 0.1856 loss_giou: 0.327 loss_ce_0: 0.5026 loss_bbox_0: 0.3288 loss_giou_0: 0.5149 loss_ce_1: 0.3963 loss_bbox_1: 0.2249 loss_giou_1: 0.3784 loss_ce_2: 0.3397 loss_bbox_2: 0.2059 loss_giou_2: 0.3366 loss_ce_3: 0.3025 loss_bbox_3: 0.196 loss_giou_3: 0.3317 loss_ce_4: 0.2914 loss_bbox_4: 0.1906 loss_giou_4: 0.3269 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:30] d2.utils.events INFO: eta: 21:23:24 iter: 176579 total_loss: 5.637 loss_ce: 0.2863 loss_bbox: 0.1882 loss_giou: 0.3302 loss_ce_0: 0.4937 loss_bbox_0: 0.3104 loss_giou_0: 0.5182 loss_ce_1: 0.3895 loss_bbox_1: 0.2234 loss_giou_1: 0.3727 loss_ce_2: 0.3337 loss_bbox_2: 0.2037 loss_giou_2: 0.3526 loss_ce_3: 0.3067 loss_bbox_3: 0.1924 loss_giou_3: 0.3406 loss_ce_4: 0.2913 loss_bbox_4: 0.1875 loss_giou_4: 0.3306 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:35] d2.utils.events INFO: eta: 21:22:47 iter: 176599 total_loss: 5.87 loss_ce: 0.3232 loss_bbox: 0.1948 loss_giou: 0.3166 loss_ce_0: 0.5104 loss_bbox_0: 0.3418 loss_giou_0: 0.4881 loss_ce_1: 0.4295 loss_bbox_1: 0.2301 loss_giou_1: 0.3678 loss_ce_2: 0.3648 loss_bbox_2: 0.2058 loss_giou_2: 0.3234 loss_ce_3: 0.3252 loss_bbox_3: 0.2022 loss_giou_3: 0.3221 loss_ce_4: 0.3149 loss_bbox_4: 0.1981 loss_giou_4: 0.3231 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:41] d2.utils.events INFO: eta: 21:23:13 iter: 176619 total_loss: 5.74 loss_ce: 0.3006 loss_bbox: 0.1976 loss_giou: 0.3403 loss_ce_0: 0.5016 loss_bbox_0: 0.3117 loss_giou_0: 0.5025 loss_ce_1: 0.4025 loss_bbox_1: 0.2276 loss_giou_1: 0.3803 loss_ce_2: 0.3464 loss_bbox_2: 0.21 loss_giou_2: 0.3558 loss_ce_3: 0.3033 loss_bbox_3: 0.198 loss_giou_3: 0.35 loss_ce_4: 0.3015 loss_bbox_4: 0.1979 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:47] d2.utils.events INFO: eta: 21:22:56 iter: 176639 total_loss: 5.523 loss_ce: 0.2936 loss_bbox: 0.1736 loss_giou: 0.3299 loss_ce_0: 0.4764 loss_bbox_0: 0.2935 loss_giou_0: 0.5116 loss_ce_1: 0.3674 loss_bbox_1: 0.2019 loss_giou_1: 0.3867 loss_ce_2: 0.3194 loss_bbox_2: 0.1875 loss_giou_2: 0.3524 loss_ce_3: 0.2996 loss_bbox_3: 0.1808 loss_giou_3: 0.3419 loss_ce_4: 0.2918 loss_bbox_4: 0.1738 loss_giou_4: 0.3364 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:53] d2.utils.events INFO: eta: 21:22:30 iter: 176659 total_loss: 5.85 loss_ce: 0.3062 loss_bbox: 0.1962 loss_giou: 0.3439 loss_ce_0: 0.5325 loss_bbox_0: 0.3173 loss_giou_0: 0.5314 loss_ce_1: 0.4109 loss_bbox_1: 0.2239 loss_giou_1: 0.3959 loss_ce_2: 0.3532 loss_bbox_2: 0.2056 loss_giou_2: 0.3594 loss_ce_3: 0.3191 loss_bbox_3: 0.2018 loss_giou_3: 0.3526 loss_ce_4: 0.3005 loss_bbox_4: 0.1997 loss_giou_4: 0.3446 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:37:58] d2.utils.events INFO: eta: 21:22:20 iter: 176679 total_loss: 5.929 loss_ce: 0.3161 loss_bbox: 0.192 loss_giou: 0.3508 loss_ce_0: 0.5256 loss_bbox_0: 0.333 loss_giou_0: 0.5221 loss_ce_1: 0.4157 loss_bbox_1: 0.2447 loss_giou_1: 0.3881 loss_ce_2: 0.3542 loss_bbox_2: 0.2153 loss_giou_2: 0.3566 loss_ce_3: 0.3318 loss_bbox_3: 0.2021 loss_giou_3: 0.3487 loss_ce_4: 0.3123 loss_bbox_4: 0.1978 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 03:38:04] d2.utils.events INFO: eta: 21:22:17 iter: 176699 total_loss: 6.108 loss_ce: 0.3133 loss_bbox: 0.1934 loss_giou: 0.3907 loss_ce_0: 0.5106 loss_bbox_0: 0.3285 loss_giou_0: 0.5672 loss_ce_1: 0.4077 loss_bbox_1: 0.2316 loss_giou_1: 0.4295 loss_ce_2: 0.3507 loss_bbox_2: 0.2055 loss_giou_2: 0.3946 loss_ce_3: 0.321 loss_bbox_3: 0.2015 loss_giou_3: 0.3938 loss_ce_4: 0.3189 loss_bbox_4: 0.1953 loss_giou_4: 0.3902 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:38:10] d2.utils.events INFO: eta: 21:22:09 iter: 176719 total_loss: 5.809 loss_ce: 0.3076 loss_bbox: 0.1841 loss_giou: 0.3525 loss_ce_0: 0.5054 loss_bbox_0: 0.3189 loss_giou_0: 0.5279 loss_ce_1: 0.4146 loss_bbox_1: 0.2255 loss_giou_1: 0.4019 loss_ce_2: 0.3551 loss_bbox_2: 0.2019 loss_giou_2: 0.3752 loss_ce_3: 0.3245 loss_bbox_3: 0.1927 loss_giou_3: 0.3646 loss_ce_4: 0.3133 loss_bbox_4: 0.1866 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 03:38:15] d2.utils.events INFO: eta: 21:21:49 iter: 176739 total_loss: 6.083 loss_ce: 0.3012 loss_bbox: 0.1987 loss_giou: 0.3567 loss_ce_0: 0.5074 loss_bbox_0: 0.3119 loss_giou_0: 0.5552 loss_ce_1: 0.4016 loss_bbox_1: 0.2274 loss_giou_1: 0.3979 loss_ce_2: 0.333 loss_bbox_2: 0.2124 loss_giou_2: 0.3734 loss_ce_3: 0.3176 loss_bbox_3: 0.2047 loss_giou_3: 0.3627 loss_ce_4: 0.3054 loss_bbox_4: 0.2012 loss_giou_4: 0.3611 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 03:38:21] d2.utils.events INFO: eta: 21:21:38 iter: 176759 total_loss: 5.648 loss_ce: 0.2974 loss_bbox: 0.1772 loss_giou: 0.3355 loss_ce_0: 0.5167 loss_bbox_0: 0.3155 loss_giou_0: 0.5345 loss_ce_1: 0.3926 loss_bbox_1: 0.2156 loss_giou_1: 0.397 loss_ce_2: 0.3281 loss_bbox_2: 0.1872 loss_giou_2: 0.3488 loss_ce_3: 0.2987 loss_bbox_3: 0.1776 loss_giou_3: 0.3382 loss_ce_4: 0.2974 loss_bbox_4: 0.1771 loss_giou_4: 0.3393 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 03:38:27] d2.utils.events INFO: eta: 21:21:38 iter: 176779 total_loss: 5.985 loss_ce: 0.302 loss_bbox: 0.209 loss_giou: 0.3405 loss_ce_0: 0.5092 loss_bbox_0: 0.328 loss_giou_0: 0.5185 loss_ce_1: 0.4098 loss_bbox_1: 0.2361 loss_giou_1: 0.3944 loss_ce_2: 0.3425 loss_bbox_2: 0.2209 loss_giou_2: 0.3561 loss_ce_3: 0.3113 loss_bbox_3: 0.2147 loss_giou_3: 0.3531 loss_ce_4: 0.3011 loss_bbox_4: 0.2114 loss_giou_4: 0.3418 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:38:32] d2.utils.events INFO: eta: 21:21:48 iter: 176799 total_loss: 5.827 loss_ce: 0.2987 loss_bbox: 0.2012 loss_giou: 0.3323 loss_ce_0: 0.5134 loss_bbox_0: 0.3393 loss_giou_0: 0.5068 loss_ce_1: 0.4194 loss_bbox_1: 0.2382 loss_giou_1: 0.3727 loss_ce_2: 0.3489 loss_bbox_2: 0.2184 loss_giou_2: 0.3512 loss_ce_3: 0.3121 loss_bbox_3: 0.2045 loss_giou_3: 0.3386 loss_ce_4: 0.3055 loss_bbox_4: 0.2025 loss_giou_4: 0.3337 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:38:38] d2.utils.events INFO: eta: 21:21:45 iter: 176819 total_loss: 5.85 loss_ce: 0.2928 loss_bbox: 0.2062 loss_giou: 0.3514 loss_ce_0: 0.5039 loss_bbox_0: 0.3263 loss_giou_0: 0.5334 loss_ce_1: 0.4164 loss_bbox_1: 0.2395 loss_giou_1: 0.4075 loss_ce_2: 0.3443 loss_bbox_2: 0.2171 loss_giou_2: 0.3747 loss_ce_3: 0.316 loss_bbox_3: 0.2105 loss_giou_3: 0.3634 loss_ce_4: 0.2996 loss_bbox_4: 0.2104 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:38:44] d2.utils.events INFO: eta: 21:21:36 iter: 176839 total_loss: 6.05 loss_ce: 0.314 loss_bbox: 0.1914 loss_giou: 0.3541 loss_ce_0: 0.509 loss_bbox_0: 0.3279 loss_giou_0: 0.5581 loss_ce_1: 0.4113 loss_bbox_1: 0.2292 loss_giou_1: 0.4114 loss_ce_2: 0.3503 loss_bbox_2: 0.2048 loss_giou_2: 0.3803 loss_ce_3: 0.3275 loss_bbox_3: 0.1972 loss_giou_3: 0.3644 loss_ce_4: 0.3178 loss_bbox_4: 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0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:01] d2.utils.events INFO: eta: 21:20:40 iter: 176899 total_loss: 5.976 loss_ce: 0.3067 loss_bbox: 0.1903 loss_giou: 0.3468 loss_ce_0: 0.508 loss_bbox_0: 0.3136 loss_giou_0: 0.5375 loss_ce_1: 0.4246 loss_bbox_1: 0.2191 loss_giou_1: 0.3943 loss_ce_2: 0.3597 loss_bbox_2: 0.2018 loss_giou_2: 0.369 loss_ce_3: 0.3182 loss_bbox_3: 0.2019 loss_giou_3: 0.3567 loss_ce_4: 0.3074 loss_bbox_4: 0.1938 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:06] d2.utils.events INFO: eta: 21:20:19 iter: 176919 total_loss: 5.891 loss_ce: 0.2969 loss_bbox: 0.1945 loss_giou: 0.3337 loss_ce_0: 0.5011 loss_bbox_0: 0.3319 loss_giou_0: 0.5243 loss_ce_1: 0.3983 loss_bbox_1: 0.2294 loss_giou_1: 0.3728 loss_ce_2: 0.3366 loss_bbox_2: 0.2029 loss_giou_2: 0.3507 loss_ce_3: 0.321 loss_bbox_3: 0.2 loss_giou_3: 0.341 loss_ce_4: 0.3028 loss_bbox_4: 0.1983 loss_giou_4: 0.3424 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:12] d2.utils.events INFO: eta: 21:19:39 iter: 176939 total_loss: 5.86 loss_ce: 0.3041 loss_bbox: 0.1791 loss_giou: 0.336 loss_ce_0: 0.5138 loss_bbox_0: 0.3076 loss_giou_0: 0.5238 loss_ce_1: 0.424 loss_bbox_1: 0.2211 loss_giou_1: 0.3956 loss_ce_2: 0.3399 loss_bbox_2: 0.1942 loss_giou_2: 0.3578 loss_ce_3: 0.3055 loss_bbox_3: 0.1833 loss_giou_3: 0.3459 loss_ce_4: 0.3022 loss_bbox_4: 0.1812 loss_giou_4: 0.3363 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:17] d2.utils.events INFO: eta: 21:19:26 iter: 176959 total_loss: 5.79 loss_ce: 0.2919 loss_bbox: 0.1975 loss_giou: 0.3567 loss_ce_0: 0.4934 loss_bbox_0: 0.3221 loss_giou_0: 0.5319 loss_ce_1: 0.4062 loss_bbox_1: 0.2303 loss_giou_1: 0.4014 loss_ce_2: 0.3338 loss_bbox_2: 0.2131 loss_giou_2: 0.3779 loss_ce_3: 0.2946 loss_bbox_3: 0.2035 loss_giou_3: 0.3685 loss_ce_4: 0.2856 loss_bbox_4: 0.1992 loss_giou_4: 0.3605 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:23] d2.utils.events INFO: eta: 21:19:28 iter: 176979 total_loss: 5.951 loss_ce: 0.3079 loss_bbox: 0.1873 loss_giou: 0.3438 loss_ce_0: 0.5233 loss_bbox_0: 0.3089 loss_giou_0: 0.5194 loss_ce_1: 0.4178 loss_bbox_1: 0.2181 loss_giou_1: 0.3974 loss_ce_2: 0.3554 loss_bbox_2: 0.2042 loss_giou_2: 0.3674 loss_ce_3: 0.3225 loss_bbox_3: 0.1906 loss_giou_3: 0.36 loss_ce_4: 0.3062 loss_bbox_4: 0.189 loss_giou_4: 0.3498 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:29] d2.utils.events INFO: eta: 21:19:15 iter: 176999 total_loss: 5.824 loss_ce: 0.2979 loss_bbox: 0.1852 loss_giou: 0.3396 loss_ce_0: 0.4887 loss_bbox_0: 0.316 loss_giou_0: 0.5502 loss_ce_1: 0.4019 loss_bbox_1: 0.2256 loss_giou_1: 0.3986 loss_ce_2: 0.3351 loss_bbox_2: 0.2028 loss_giou_2: 0.3571 loss_ce_3: 0.2995 loss_bbox_3: 0.1926 loss_giou_3: 0.3495 loss_ce_4: 0.2996 loss_bbox_4: 0.189 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:34] d2.utils.events INFO: eta: 21:18:57 iter: 177019 total_loss: 5.764 loss_ce: 0.2967 loss_bbox: 0.184 loss_giou: 0.3457 loss_ce_0: 0.5068 loss_bbox_0: 0.3044 loss_giou_0: 0.5345 loss_ce_1: 0.4063 loss_bbox_1: 0.2123 loss_giou_1: 0.3897 loss_ce_2: 0.3338 loss_bbox_2: 0.1977 loss_giou_2: 0.3677 loss_ce_3: 0.3131 loss_bbox_3: 0.1877 loss_giou_3: 0.3522 loss_ce_4: 0.304 loss_bbox_4: 0.1866 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:40] d2.utils.events INFO: eta: 21:18:47 iter: 177039 total_loss: 5.677 loss_ce: 0.3073 loss_bbox: 0.1911 loss_giou: 0.3217 loss_ce_0: 0.521 loss_bbox_0: 0.3166 loss_giou_0: 0.5 loss_ce_1: 0.4102 loss_bbox_1: 0.2186 loss_giou_1: 0.3685 loss_ce_2: 0.3415 loss_bbox_2: 0.2057 loss_giou_2: 0.3321 loss_ce_3: 0.3192 loss_bbox_3: 0.1954 loss_giou_3: 0.3261 loss_ce_4: 0.2995 loss_bbox_4: 0.1931 loss_giou_4: 0.3228 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 03:39:46] d2.utils.events INFO: eta: 21:18:46 iter: 177059 total_loss: 5.466 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loss_giou: 0.3477 loss_ce_0: 0.5083 loss_bbox_0: 0.3275 loss_giou_0: 0.5376 loss_ce_1: 0.4004 loss_bbox_1: 0.2327 loss_giou_1: 0.406 loss_ce_2: 0.3387 loss_bbox_2: 0.2083 loss_giou_2: 0.3684 loss_ce_3: 0.3226 loss_bbox_3: 0.204 loss_giou_3: 0.3538 loss_ce_4: 0.3065 loss_bbox_4: 0.1973 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:03] d2.utils.events INFO: eta: 21:18:00 iter: 177119 total_loss: 5.652 loss_ce: 0.3117 loss_bbox: 0.1758 loss_giou: 0.3292 loss_ce_0: 0.4872 loss_bbox_0: 0.3015 loss_giou_0: 0.5299 loss_ce_1: 0.3903 loss_bbox_1: 0.2049 loss_giou_1: 0.3798 loss_ce_2: 0.335 loss_bbox_2: 0.1873 loss_giou_2: 0.3492 loss_ce_3: 0.3158 loss_bbox_3: 0.1827 loss_giou_3: 0.3434 loss_ce_4: 0.3105 loss_bbox_4: 0.1776 loss_giou_4: 0.3328 time: 0.2802 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:08] d2.utils.events INFO: eta: 21:17:31 iter: 177139 total_loss: 5.779 loss_ce: 0.308 loss_bbox: 0.1969 loss_giou: 0.3329 loss_ce_0: 0.5172 loss_bbox_0: 0.3212 loss_giou_0: 0.5017 loss_ce_1: 0.4179 loss_bbox_1: 0.2286 loss_giou_1: 0.3791 loss_ce_2: 0.3517 loss_bbox_2: 0.2081 loss_giou_2: 0.3532 loss_ce_3: 0.3197 loss_bbox_3: 0.2027 loss_giou_3: 0.3409 loss_ce_4: 0.3068 loss_bbox_4: 0.2022 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:14] d2.utils.events INFO: eta: 21:17:27 iter: 177159 total_loss: 5.351 loss_ce: 0.2889 loss_bbox: 0.1771 loss_giou: 0.3277 loss_ce_0: 0.468 loss_bbox_0: 0.3017 loss_giou_0: 0.5115 loss_ce_1: 0.3712 loss_bbox_1: 0.2049 loss_giou_1: 0.3856 loss_ce_2: 0.3194 loss_bbox_2: 0.1859 loss_giou_2: 0.3474 loss_ce_3: 0.2936 loss_bbox_3: 0.1816 loss_giou_3: 0.3357 loss_ce_4: 0.2935 loss_bbox_4: 0.1768 loss_giou_4: 0.3303 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:20] d2.utils.events INFO: eta: 21:17:55 iter: 177179 total_loss: 6.006 loss_ce: 0.3217 loss_bbox: 0.1991 loss_giou: 0.351 loss_ce_0: 0.521 loss_bbox_0: 0.3236 loss_giou_0: 0.5355 loss_ce_1: 0.4129 loss_bbox_1: 0.2212 loss_giou_1: 0.3944 loss_ce_2: 0.3506 loss_bbox_2: 0.2065 loss_giou_2: 0.3606 loss_ce_3: 0.331 loss_bbox_3: 0.1958 loss_giou_3: 0.3554 loss_ce_4: 0.3192 loss_bbox_4: 0.1996 loss_giou_4: 0.3505 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:25] d2.utils.events INFO: eta: 21:17:44 iter: 177199 total_loss: 5.968 loss_ce: 0.301 loss_bbox: 0.1955 loss_giou: 0.3504 loss_ce_0: 0.4982 loss_bbox_0: 0.3215 loss_giou_0: 0.5337 loss_ce_1: 0.394 loss_bbox_1: 0.2239 loss_giou_1: 0.4011 loss_ce_2: 0.3372 loss_bbox_2: 0.206 loss_giou_2: 0.3686 loss_ce_3: 0.3195 loss_bbox_3: 0.198 loss_giou_3: 0.3575 loss_ce_4: 0.3019 loss_bbox_4: 0.1968 loss_giou_4: 0.3518 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:31] d2.utils.events INFO: eta: 21:17:22 iter: 177219 total_loss: 5.723 loss_ce: 0.2734 loss_bbox: 0.1839 loss_giou: 0.3589 loss_ce_0: 0.4936 loss_bbox_0: 0.3096 loss_giou_0: 0.509 loss_ce_1: 0.3776 loss_bbox_1: 0.2239 loss_giou_1: 0.3952 loss_ce_2: 0.3121 loss_bbox_2: 0.1968 loss_giou_2: 0.3722 loss_ce_3: 0.2867 loss_bbox_3: 0.1909 loss_giou_3: 0.3658 loss_ce_4: 0.2754 loss_bbox_4: 0.1887 loss_giou_4: 0.3614 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:37] d2.utils.events INFO: eta: 21:17:03 iter: 177239 total_loss: 5.658 loss_ce: 0.2883 loss_bbox: 0.1918 loss_giou: 0.3422 loss_ce_0: 0.5011 loss_bbox_0: 0.3123 loss_giou_0: 0.5243 loss_ce_1: 0.3818 loss_bbox_1: 0.2176 loss_giou_1: 0.3732 loss_ce_2: 0.3274 loss_bbox_2: 0.2048 loss_giou_2: 0.3605 loss_ce_3: 0.2991 loss_bbox_3: 0.1949 loss_giou_3: 0.3489 loss_ce_4: 0.2898 loss_bbox_4: 0.1963 loss_giou_4: 0.3441 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:43] d2.utils.events INFO: eta: 21:17:02 iter: 177259 total_loss: 5.858 loss_ce: 0.3159 loss_bbox: 0.2013 loss_giou: 0.3363 loss_ce_0: 0.525 loss_bbox_0: 0.3239 loss_giou_0: 0.5195 loss_ce_1: 0.4172 loss_bbox_1: 0.2273 loss_giou_1: 0.379 loss_ce_2: 0.349 loss_bbox_2: 0.2113 loss_giou_2: 0.3527 loss_ce_3: 0.3237 loss_bbox_3: 0.2039 loss_giou_3: 0.342 loss_ce_4: 0.3175 loss_bbox_4: 0.1999 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:48] d2.utils.events INFO: eta: 21:16:42 iter: 177279 total_loss: 5.895 loss_ce: 0.3217 loss_bbox: 0.1741 loss_giou: 0.3447 loss_ce_0: 0.5259 loss_bbox_0: 0.3129 loss_giou_0: 0.5296 loss_ce_1: 0.4235 loss_bbox_1: 0.2103 loss_giou_1: 0.3984 loss_ce_2: 0.3564 loss_bbox_2: 0.185 loss_giou_2: 0.361 loss_ce_3: 0.3358 loss_bbox_3: 0.1824 loss_giou_3: 0.3557 loss_ce_4: 0.3235 loss_bbox_4: 0.1779 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 03:40:54] d2.utils.events INFO: eta: 21:16:18 iter: 177299 total_loss: 5.668 loss_ce: 0.2932 loss_bbox: 0.1923 loss_giou: 0.3381 loss_ce_0: 0.5009 loss_bbox_0: 0.3257 loss_giou_0: 0.5146 loss_ce_1: 0.4073 loss_bbox_1: 0.2203 loss_giou_1: 0.3757 loss_ce_2: 0.3388 loss_bbox_2: 0.2012 loss_giou_2: 0.3488 loss_ce_3: 0.3075 loss_bbox_3: 0.198 loss_giou_3: 0.3412 loss_ce_4: 0.2941 loss_bbox_4: 0.194 loss_giou_4: 0.333 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:00] d2.utils.events INFO: eta: 21:16:12 iter: 177319 total_loss: 5.831 loss_ce: 0.2909 loss_bbox: 0.1809 loss_giou: 0.3541 loss_ce_0: 0.4902 loss_bbox_0: 0.3039 loss_giou_0: 0.551 loss_ce_1: 0.399 loss_bbox_1: 0.2118 loss_giou_1: 0.3996 loss_ce_2: 0.3351 loss_bbox_2: 0.1893 loss_giou_2: 0.3744 loss_ce_3: 0.31 loss_bbox_3: 0.1889 loss_giou_3: 0.362 loss_ce_4: 0.2949 loss_bbox_4: 0.1797 loss_giou_4: 0.3605 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:05] d2.utils.events INFO: eta: 21:15:53 iter: 177339 total_loss: 5.916 loss_ce: 0.3141 loss_bbox: 0.1852 loss_giou: 0.3423 loss_ce_0: 0.5091 loss_bbox_0: 0.3324 loss_giou_0: 0.5363 loss_ce_1: 0.4165 loss_bbox_1: 0.2184 loss_giou_1: 0.3886 loss_ce_2: 0.3527 loss_bbox_2: 0.1997 loss_giou_2: 0.3537 loss_ce_3: 0.3208 loss_bbox_3: 0.1963 loss_giou_3: 0.3414 loss_ce_4: 0.3093 loss_bbox_4: 0.187 loss_giou_4: 0.3384 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:11] d2.utils.events INFO: eta: 21:15:38 iter: 177359 total_loss: 5.963 loss_ce: 0.281 loss_bbox: 0.2093 loss_giou: 0.3548 loss_ce_0: 0.5033 loss_bbox_0: 0.3273 loss_giou_0: 0.5379 loss_ce_1: 0.3841 loss_bbox_1: 0.2317 loss_giou_1: 0.4013 loss_ce_2: 0.3313 loss_bbox_2: 0.2158 loss_giou_2: 0.3749 loss_ce_3: 0.2933 loss_bbox_3: 0.212 loss_giou_3: 0.3626 loss_ce_4: 0.2823 loss_bbox_4: 0.2118 loss_giou_4: 0.3606 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:17] d2.utils.events INFO: eta: 21:14:55 iter: 177379 total_loss: 5.826 loss_ce: 0.3149 loss_bbox: 0.1735 loss_giou: 0.3323 loss_ce_0: 0.5111 loss_bbox_0: 0.3279 loss_giou_0: 0.5126 loss_ce_1: 0.4001 loss_bbox_1: 0.2146 loss_giou_1: 0.3933 loss_ce_2: 0.3413 loss_bbox_2: 0.1916 loss_giou_2: 0.3592 loss_ce_3: 0.3205 loss_bbox_3: 0.1833 loss_giou_3: 0.3484 loss_ce_4: 0.3135 loss_bbox_4: 0.1749 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:22] d2.utils.events INFO: eta: 21:14:28 iter: 177399 total_loss: 5.923 loss_ce: 0.2985 loss_bbox: 0.1936 loss_giou: 0.3463 loss_ce_0: 0.5087 loss_bbox_0: 0.3311 loss_giou_0: 0.5237 loss_ce_1: 0.4174 loss_bbox_1: 0.2243 loss_giou_1: 0.402 loss_ce_2: 0.3321 loss_bbox_2: 0.2079 loss_giou_2: 0.3681 loss_ce_3: 0.3076 loss_bbox_3: 0.1964 loss_giou_3: 0.3549 loss_ce_4: 0.3001 loss_bbox_4: 0.1964 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:28] d2.utils.events INFO: eta: 21:14:25 iter: 177419 total_loss: 5.936 loss_ce: 0.3204 loss_bbox: 0.2026 loss_giou: 0.3303 loss_ce_0: 0.5138 loss_bbox_0: 0.3394 loss_giou_0: 0.5217 loss_ce_1: 0.4137 loss_bbox_1: 0.2384 loss_giou_1: 0.3786 loss_ce_2: 0.3615 loss_bbox_2: 0.2141 loss_giou_2: 0.344 loss_ce_3: 0.3275 loss_bbox_3: 0.2101 loss_giou_3: 0.3366 loss_ce_4: 0.3101 loss_bbox_4: 0.2064 loss_giou_4: 0.33 time: 0.2802 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:34] d2.utils.events INFO: eta: 21:14:20 iter: 177439 total_loss: 5.825 loss_ce: 0.2973 loss_bbox: 0.1948 loss_giou: 0.3374 loss_ce_0: 0.5065 loss_bbox_0: 0.3212 loss_giou_0: 0.5375 loss_ce_1: 0.4071 loss_bbox_1: 0.2301 loss_giou_1: 0.387 loss_ce_2: 0.3335 loss_bbox_2: 0.206 loss_giou_2: 0.3547 loss_ce_3: 0.3088 loss_bbox_3: 0.1984 loss_giou_3: 0.3369 loss_ce_4: 0.2961 loss_bbox_4: 0.1942 loss_giou_4: 0.3377 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:39] d2.utils.events INFO: eta: 21:14:06 iter: 177459 total_loss: 5.727 loss_ce: 0.3036 loss_bbox: 0.1821 loss_giou: 0.3281 loss_ce_0: 0.5214 loss_bbox_0: 0.3224 loss_giou_0: 0.4876 loss_ce_1: 0.4081 loss_bbox_1: 0.2269 loss_giou_1: 0.3702 loss_ce_2: 0.3425 loss_bbox_2: 0.2037 loss_giou_2: 0.3406 loss_ce_3: 0.3188 loss_bbox_3: 0.1876 loss_giou_3: 0.3343 loss_ce_4: 0.3027 loss_bbox_4: 0.1801 loss_giou_4: 0.3309 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:45] d2.utils.events INFO: eta: 21:14:07 iter: 177479 total_loss: 5.713 loss_ce: 0.3063 loss_bbox: 0.1839 loss_giou: 0.3273 loss_ce_0: 0.4943 loss_bbox_0: 0.3196 loss_giou_0: 0.5337 loss_ce_1: 0.4065 loss_bbox_1: 0.2227 loss_giou_1: 0.3779 loss_ce_2: 0.3495 loss_bbox_2: 0.2001 loss_giou_2: 0.342 loss_ce_3: 0.3201 loss_bbox_3: 0.19 loss_giou_3: 0.3329 loss_ce_4: 0.3134 loss_bbox_4: 0.186 loss_giou_4: 0.3319 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:51] d2.utils.events INFO: eta: 21:13:55 iter: 177499 total_loss: 5.474 loss_ce: 0.2675 loss_bbox: 0.1794 loss_giou: 0.3215 loss_ce_0: 0.4882 loss_bbox_0: 0.3049 loss_giou_0: 0.493 loss_ce_1: 0.3909 loss_bbox_1: 0.2052 loss_giou_1: 0.3543 loss_ce_2: 0.3208 loss_bbox_2: 0.1865 loss_giou_2: 0.3314 loss_ce_3: 0.2937 loss_bbox_3: 0.1852 loss_giou_3: 0.3273 loss_ce_4: 0.2703 loss_bbox_4: 0.1806 loss_giou_4: 0.3222 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 03:41:56] d2.utils.events INFO: eta: 21:13:16 iter: 177519 total_loss: 5.729 loss_ce: 0.2882 loss_bbox: 0.1762 loss_giou: 0.3327 loss_ce_0: 0.4954 loss_bbox_0: 0.3029 loss_giou_0: 0.5285 loss_ce_1: 0.3999 loss_bbox_1: 0.2132 loss_giou_1: 0.397 loss_ce_2: 0.3295 loss_bbox_2: 0.1911 loss_giou_2: 0.3618 loss_ce_3: 0.2928 loss_bbox_3: 0.1829 loss_giou_3: 0.3492 loss_ce_4: 0.2907 loss_bbox_4: 0.1771 loss_giou_4: 0.3373 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:02] d2.utils.events INFO: eta: 21:13:11 iter: 177539 total_loss: 5.853 loss_ce: 0.2937 loss_bbox: 0.1857 loss_giou: 0.3626 loss_ce_0: 0.4868 loss_bbox_0: 0.3158 loss_giou_0: 0.5511 loss_ce_1: 0.3944 loss_bbox_1: 0.2197 loss_giou_1: 0.411 loss_ce_2: 0.3329 loss_bbox_2: 0.199 loss_giou_2: 0.3891 loss_ce_3: 0.3095 loss_bbox_3: 0.1879 loss_giou_3: 0.3721 loss_ce_4: 0.2923 loss_bbox_4: 0.187 loss_giou_4: 0.3703 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:08] d2.utils.events INFO: eta: 21:13:27 iter: 177559 total_loss: 5.795 loss_ce: 0.2883 loss_bbox: 0.1973 loss_giou: 0.3382 loss_ce_0: 0.4903 loss_bbox_0: 0.3273 loss_giou_0: 0.5127 loss_ce_1: 0.3936 loss_bbox_1: 0.2365 loss_giou_1: 0.3894 loss_ce_2: 0.3251 loss_bbox_2: 0.2117 loss_giou_2: 0.3556 loss_ce_3: 0.2967 loss_bbox_3: 0.2055 loss_giou_3: 0.3438 loss_ce_4: 0.2886 loss_bbox_4: 0.201 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:13] d2.utils.events INFO: eta: 21:13:33 iter: 177579 total_loss: 5.55 loss_ce: 0.2995 loss_bbox: 0.175 loss_giou: 0.3337 loss_ce_0: 0.4894 loss_bbox_0: 0.3062 loss_giou_0: 0.5252 loss_ce_1: 0.3854 loss_bbox_1: 0.2072 loss_giou_1: 0.373 loss_ce_2: 0.3336 loss_bbox_2: 0.1836 loss_giou_2: 0.3446 loss_ce_3: 0.3019 loss_bbox_3: 0.1744 loss_giou_3: 0.3366 loss_ce_4: 0.299 loss_bbox_4: 0.1752 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:19] d2.utils.events INFO: eta: 21:13:06 iter: 177599 total_loss: 5.67 loss_ce: 0.2923 loss_bbox: 0.1828 loss_giou: 0.346 loss_ce_0: 0.5108 loss_bbox_0: 0.3164 loss_giou_0: 0.5034 loss_ce_1: 0.3946 loss_bbox_1: 0.2205 loss_giou_1: 0.3929 loss_ce_2: 0.3353 loss_bbox_2: 0.1986 loss_giou_2: 0.3637 loss_ce_3: 0.3066 loss_bbox_3: 0.1936 loss_giou_3: 0.3493 loss_ce_4: 0.2937 loss_bbox_4: 0.1829 loss_giou_4: 0.3497 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:25] d2.utils.events INFO: eta: 21:12:11 iter: 177619 total_loss: 5.485 loss_ce: 0.2774 loss_bbox: 0.1811 loss_giou: 0.3166 loss_ce_0: 0.4827 loss_bbox_0: 0.3043 loss_giou_0: 0.4903 loss_ce_1: 0.3735 loss_bbox_1: 0.206 loss_giou_1: 0.3581 loss_ce_2: 0.3187 loss_bbox_2: 0.192 loss_giou_2: 0.337 loss_ce_3: 0.2888 loss_bbox_3: 0.1899 loss_giou_3: 0.3308 loss_ce_4: 0.2777 loss_bbox_4: 0.1836 loss_giou_4: 0.3266 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:30] d2.utils.events INFO: eta: 21:11:43 iter: 177639 total_loss: 5.572 loss_ce: 0.2875 loss_bbox: 0.1867 loss_giou: 0.3305 loss_ce_0: 0.4974 loss_bbox_0: 0.3261 loss_giou_0: 0.4884 loss_ce_1: 0.3784 loss_bbox_1: 0.2238 loss_giou_1: 0.3708 loss_ce_2: 0.3172 loss_bbox_2: 0.2009 loss_giou_2: 0.3443 loss_ce_3: 0.301 loss_bbox_3: 0.1942 loss_giou_3: 0.3312 loss_ce_4: 0.2898 loss_bbox_4: 0.1892 loss_giou_4: 0.3326 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:36] d2.utils.events INFO: eta: 21:12:00 iter: 177659 total_loss: 5.855 loss_ce: 0.3123 loss_bbox: 0.1861 loss_giou: 0.3575 loss_ce_0: 0.5013 loss_bbox_0: 0.309 loss_giou_0: 0.5462 loss_ce_1: 0.3912 loss_bbox_1: 0.2227 loss_giou_1: 0.4003 loss_ce_2: 0.3383 loss_bbox_2: 0.1978 loss_giou_2: 0.3781 loss_ce_3: 0.3204 loss_bbox_3: 0.1924 loss_giou_3: 0.3681 loss_ce_4: 0.3134 loss_bbox_4: 0.1894 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:42] d2.utils.events INFO: eta: 21:11:09 iter: 177679 total_loss: 5.564 loss_ce: 0.2793 loss_bbox: 0.1851 loss_giou: 0.3301 loss_ce_0: 0.469 loss_bbox_0: 0.3179 loss_giou_0: 0.5144 loss_ce_1: 0.3643 loss_bbox_1: 0.2223 loss_giou_1: 0.3917 loss_ce_2: 0.2986 loss_bbox_2: 0.1973 loss_giou_2: 0.3511 loss_ce_3: 0.2923 loss_bbox_3: 0.189 loss_giou_3: 0.3397 loss_ce_4: 0.2805 loss_bbox_4: 0.1864 loss_giou_4: 0.3311 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:47] d2.utils.events INFO: eta: 21:10:36 iter: 177699 total_loss: 5.449 loss_ce: 0.2834 loss_bbox: 0.1804 loss_giou: 0.3273 loss_ce_0: 0.498 loss_bbox_0: 0.3179 loss_giou_0: 0.534 loss_ce_1: 0.3815 loss_bbox_1: 0.2192 loss_giou_1: 0.3932 loss_ce_2: 0.3151 loss_bbox_2: 0.1965 loss_giou_2: 0.3579 loss_ce_3: 0.2975 loss_bbox_3: 0.1889 loss_giou_3: 0.3424 loss_ce_4: 0.2858 loss_bbox_4: 0.1822 loss_giou_4: 0.3343 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:53] d2.utils.events INFO: eta: 21:10:18 iter: 177719 total_loss: 5.749 loss_ce: 0.2861 loss_bbox: 0.178 loss_giou: 0.3467 loss_ce_0: 0.4972 loss_bbox_0: 0.3135 loss_giou_0: 0.5281 loss_ce_1: 0.3869 loss_bbox_1: 0.2134 loss_giou_1: 0.3881 loss_ce_2: 0.3135 loss_bbox_2: 0.1925 loss_giou_2: 0.353 loss_ce_3: 0.2945 loss_bbox_3: 0.188 loss_giou_3: 0.3501 loss_ce_4: 0.2837 loss_bbox_4: 0.1807 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:42:58] d2.utils.events INFO: eta: 21:10:21 iter: 177739 total_loss: 5.948 loss_ce: 0.306 loss_bbox: 0.1918 loss_giou: 0.3697 loss_ce_0: 0.5074 loss_bbox_0: 0.3114 loss_giou_0: 0.5871 loss_ce_1: 0.4001 loss_bbox_1: 0.2183 loss_giou_1: 0.4222 loss_ce_2: 0.3452 loss_bbox_2: 0.2071 loss_giou_2: 0.3968 loss_ce_3: 0.3164 loss_bbox_3: 0.2021 loss_giou_3: 0.3807 loss_ce_4: 0.301 loss_bbox_4: 0.1925 loss_giou_4: 0.3748 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:04] d2.utils.events INFO: eta: 21:10:20 iter: 177759 total_loss: 5.803 loss_ce: 0.2896 loss_bbox: 0.1853 loss_giou: 0.354 loss_ce_0: 0.5035 loss_bbox_0: 0.3085 loss_giou_0: 0.5624 loss_ce_1: 0.3924 loss_bbox_1: 0.217 loss_giou_1: 0.4028 loss_ce_2: 0.3224 loss_bbox_2: 0.2015 loss_giou_2: 0.374 loss_ce_3: 0.302 loss_bbox_3: 0.19 loss_giou_3: 0.3669 loss_ce_4: 0.2878 loss_bbox_4: 0.1872 loss_giou_4: 0.358 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:10] d2.utils.events INFO: eta: 21:09:50 iter: 177779 total_loss: 5.653 loss_ce: 0.3002 loss_bbox: 0.1805 loss_giou: 0.3256 loss_ce_0: 0.4999 loss_bbox_0: 0.3141 loss_giou_0: 0.5163 loss_ce_1: 0.3995 loss_bbox_1: 0.2108 loss_giou_1: 0.3757 loss_ce_2: 0.3344 loss_bbox_2: 0.193 loss_giou_2: 0.3425 loss_ce_3: 0.3091 loss_bbox_3: 0.1824 loss_giou_3: 0.3344 loss_ce_4: 0.2952 loss_bbox_4: 0.1812 loss_giou_4: 0.3264 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:16] d2.utils.events INFO: eta: 21:09:55 iter: 177799 total_loss: 5.872 loss_ce: 0.2999 loss_bbox: 0.1917 loss_giou: 0.3436 loss_ce_0: 0.5002 loss_bbox_0: 0.3166 loss_giou_0: 0.5297 loss_ce_1: 0.3981 loss_bbox_1: 0.2195 loss_giou_1: 0.3905 loss_ce_2: 0.3411 loss_bbox_2: 0.2016 loss_giou_2: 0.3636 loss_ce_3: 0.2978 loss_bbox_3: 0.1933 loss_giou_3: 0.3523 loss_ce_4: 0.2972 loss_bbox_4: 0.1886 loss_giou_4: 0.3456 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:21] d2.utils.events INFO: eta: 21:09:34 iter: 177819 total_loss: 6.057 loss_ce: 0.3115 loss_bbox: 0.1898 loss_giou: 0.3468 loss_ce_0: 0.5119 loss_bbox_0: 0.3295 loss_giou_0: 0.5501 loss_ce_1: 0.4102 loss_bbox_1: 0.2183 loss_giou_1: 0.4124 loss_ce_2: 0.355 loss_bbox_2: 0.2008 loss_giou_2: 0.3761 loss_ce_3: 0.3243 loss_bbox_3: 0.1973 loss_giou_3: 0.3655 loss_ce_4: 0.3164 loss_bbox_4: 0.1913 loss_giou_4: 0.3563 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:27] d2.utils.events INFO: eta: 21:09:17 iter: 177839 total_loss: 5.904 loss_ce: 0.2873 loss_bbox: 0.1922 loss_giou: 0.3627 loss_ce_0: 0.4978 loss_bbox_0: 0.3282 loss_giou_0: 0.5599 loss_ce_1: 0.3936 loss_bbox_1: 0.2253 loss_giou_1: 0.4078 loss_ce_2: 0.323 loss_bbox_2: 0.206 loss_giou_2: 0.383 loss_ce_3: 0.2964 loss_bbox_3: 0.2032 loss_giou_3: 0.3702 loss_ce_4: 0.2941 loss_bbox_4: 0.196 loss_giou_4: 0.3625 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:33] d2.utils.events INFO: eta: 21:09:39 iter: 177859 total_loss: 5.652 loss_ce: 0.2951 loss_bbox: 0.1926 loss_giou: 0.3409 loss_ce_0: 0.4972 loss_bbox_0: 0.3293 loss_giou_0: 0.5044 loss_ce_1: 0.3937 loss_bbox_1: 0.2229 loss_giou_1: 0.3848 loss_ce_2: 0.3351 loss_bbox_2: 0.2082 loss_giou_2: 0.3556 loss_ce_3: 0.3005 loss_bbox_3: 0.2003 loss_giou_3: 0.3484 loss_ce_4: 0.2893 loss_bbox_4: 0.1953 loss_giou_4: 0.3423 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:38] d2.utils.events INFO: eta: 21:10:10 iter: 177879 total_loss: 6.11 loss_ce: 0.3161 loss_bbox: 0.2047 loss_giou: 0.3462 loss_ce_0: 0.5096 loss_bbox_0: 0.3359 loss_giou_0: 0.5371 loss_ce_1: 0.4203 loss_bbox_1: 0.2422 loss_giou_1: 0.402 loss_ce_2: 0.3582 loss_bbox_2: 0.2211 loss_giou_2: 0.3726 loss_ce_3: 0.3207 loss_bbox_3: 0.2116 loss_giou_3: 0.3593 loss_ce_4: 0.3057 loss_bbox_4: 0.2064 loss_giou_4: 0.3517 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:44] d2.utils.events INFO: eta: 21:10:11 iter: 177899 total_loss: 5.671 loss_ce: 0.2871 loss_bbox: 0.185 loss_giou: 0.3373 loss_ce_0: 0.4934 loss_bbox_0: 0.3039 loss_giou_0: 0.5472 loss_ce_1: 0.3847 loss_bbox_1: 0.2128 loss_giou_1: 0.3862 loss_ce_2: 0.3383 loss_bbox_2: 0.1962 loss_giou_2: 0.35 loss_ce_3: 0.3003 loss_bbox_3: 0.1889 loss_giou_3: 0.3367 loss_ce_4: 0.2887 loss_bbox_4: 0.1874 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:49] d2.utils.events INFO: eta: 21:10:06 iter: 177919 total_loss: 5.731 loss_ce: 0.3098 loss_bbox: 0.1807 loss_giou: 0.33 loss_ce_0: 0.5195 loss_bbox_0: 0.3224 loss_giou_0: 0.5271 loss_ce_1: 0.418 loss_bbox_1: 0.2147 loss_giou_1: 0.3843 loss_ce_2: 0.3585 loss_bbox_2: 0.2002 loss_giou_2: 0.3516 loss_ce_3: 0.324 loss_bbox_3: 0.1888 loss_giou_3: 0.3403 loss_ce_4: 0.317 loss_bbox_4: 0.1834 loss_giou_4: 0.335 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:43:55] d2.utils.events INFO: eta: 21:10:16 iter: 177939 total_loss: 5.677 loss_ce: 0.2855 loss_bbox: 0.1905 loss_giou: 0.3229 loss_ce_0: 0.5032 loss_bbox_0: 0.3177 loss_giou_0: 0.5146 loss_ce_1: 0.3908 loss_bbox_1: 0.2085 loss_giou_1: 0.3789 loss_ce_2: 0.3374 loss_bbox_2: 0.2031 loss_giou_2: 0.3531 loss_ce_3: 0.2959 loss_bbox_3: 0.1945 loss_giou_3: 0.335 loss_ce_4: 0.2879 loss_bbox_4: 0.1934 loss_giou_4: 0.3293 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:01] d2.utils.events INFO: eta: 21:10:37 iter: 177959 total_loss: 5.861 loss_ce: 0.2887 loss_bbox: 0.1761 loss_giou: 0.3462 loss_ce_0: 0.5047 loss_bbox_0: 0.3094 loss_giou_0: 0.5341 loss_ce_1: 0.3931 loss_bbox_1: 0.2086 loss_giou_1: 0.4031 loss_ce_2: 0.3302 loss_bbox_2: 0.201 loss_giou_2: 0.3659 loss_ce_3: 0.2989 loss_bbox_3: 0.1879 loss_giou_3: 0.3555 loss_ce_4: 0.2901 loss_bbox_4: 0.1803 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:07] d2.utils.events INFO: eta: 21:11:04 iter: 177979 total_loss: 5.778 loss_ce: 0.3034 loss_bbox: 0.1766 loss_giou: 0.3393 loss_ce_0: 0.5043 loss_bbox_0: 0.322 loss_giou_0: 0.5378 loss_ce_1: 0.4118 loss_bbox_1: 0.2226 loss_giou_1: 0.3897 loss_ce_2: 0.3457 loss_bbox_2: 0.1915 loss_giou_2: 0.3576 loss_ce_3: 0.3095 loss_bbox_3: 0.1965 loss_giou_3: 0.3525 loss_ce_4: 0.3069 loss_bbox_4: 0.1868 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:12] d2.utils.events INFO: eta: 21:10:49 iter: 177999 total_loss: 5.926 loss_ce: 0.2868 loss_bbox: 0.1871 loss_giou: 0.3536 loss_ce_0: 0.4954 loss_bbox_0: 0.3148 loss_giou_0: 0.5605 loss_ce_1: 0.3958 loss_bbox_1: 0.2173 loss_giou_1: 0.4111 loss_ce_2: 0.3325 loss_bbox_2: 0.1966 loss_giou_2: 0.38 loss_ce_3: 0.3048 loss_bbox_3: 0.1895 loss_giou_3: 0.3633 loss_ce_4: 0.2893 loss_bbox_4: 0.1851 loss_giou_4: 0.3615 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:18] d2.utils.events INFO: eta: 21:11:03 iter: 178019 total_loss: 5.773 loss_ce: 0.2965 loss_bbox: 0.1885 loss_giou: 0.3228 loss_ce_0: 0.5043 loss_bbox_0: 0.3123 loss_giou_0: 0.4967 loss_ce_1: 0.4024 loss_bbox_1: 0.2259 loss_giou_1: 0.3741 loss_ce_2: 0.3443 loss_bbox_2: 0.194 loss_giou_2: 0.344 loss_ce_3: 0.3067 loss_bbox_3: 0.1955 loss_giou_3: 0.3369 loss_ce_4: 0.2919 loss_bbox_4: 0.1967 loss_giou_4: 0.3305 time: 0.2802 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:24] d2.utils.events INFO: eta: 21:11:15 iter: 178039 total_loss: 5.843 loss_ce: 0.3043 loss_bbox: 0.205 loss_giou: 0.3458 loss_ce_0: 0.5159 loss_bbox_0: 0.3236 loss_giou_0: 0.5358 loss_ce_1: 0.4231 loss_bbox_1: 0.2302 loss_giou_1: 0.3929 loss_ce_2: 0.3448 loss_bbox_2: 0.2115 loss_giou_2: 0.359 loss_ce_3: 0.3189 loss_bbox_3: 0.2116 loss_giou_3: 0.3548 loss_ce_4: 0.3088 loss_bbox_4: 0.2049 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:29] d2.utils.events INFO: eta: 21:11:10 iter: 178059 total_loss: 5.702 loss_ce: 0.3099 loss_bbox: 0.1905 loss_giou: 0.3241 loss_ce_0: 0.5011 loss_bbox_0: 0.3029 loss_giou_0: 0.51 loss_ce_1: 0.3928 loss_bbox_1: 0.221 loss_giou_1: 0.3741 loss_ce_2: 0.3353 loss_bbox_2: 0.1992 loss_giou_2: 0.3487 loss_ce_3: 0.3063 loss_bbox_3: 0.1993 loss_giou_3: 0.3396 loss_ce_4: 0.3039 loss_bbox_4: 0.1951 loss_giou_4: 0.3284 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:35] d2.utils.events INFO: eta: 21:11:16 iter: 178079 total_loss: 5.64 loss_ce: 0.2993 loss_bbox: 0.1765 loss_giou: 0.3427 loss_ce_0: 0.5061 loss_bbox_0: 0.2998 loss_giou_0: 0.5211 loss_ce_1: 0.3875 loss_bbox_1: 0.2144 loss_giou_1: 0.3815 loss_ce_2: 0.3433 loss_bbox_2: 0.192 loss_giou_2: 0.3585 loss_ce_3: 0.3155 loss_bbox_3: 0.1849 loss_giou_3: 0.3488 loss_ce_4: 0.3019 loss_bbox_4: 0.1777 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:41] d2.utils.events INFO: eta: 21:11:21 iter: 178099 total_loss: 5.474 loss_ce: 0.2956 loss_bbox: 0.1742 loss_giou: 0.3395 loss_ce_0: 0.5121 loss_bbox_0: 0.31 loss_giou_0: 0.5223 loss_ce_1: 0.4082 loss_bbox_1: 0.2104 loss_giou_1: 0.3876 loss_ce_2: 0.3434 loss_bbox_2: 0.1901 loss_giou_2: 0.3618 loss_ce_3: 0.3086 loss_bbox_3: 0.1822 loss_giou_3: 0.3455 loss_ce_4: 0.3015 loss_bbox_4: 0.1767 loss_giou_4: 0.3398 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:46] d2.utils.events INFO: eta: 21:11:11 iter: 178119 total_loss: 5.891 loss_ce: 0.2976 loss_bbox: 0.1849 loss_giou: 0.3502 loss_ce_0: 0.4913 loss_bbox_0: 0.3086 loss_giou_0: 0.5434 loss_ce_1: 0.3843 loss_bbox_1: 0.2145 loss_giou_1: 0.3975 loss_ce_2: 0.3316 loss_bbox_2: 0.1945 loss_giou_2: 0.3682 loss_ce_3: 0.3118 loss_bbox_3: 0.189 loss_giou_3: 0.3561 loss_ce_4: 0.2974 loss_bbox_4: 0.1858 loss_giou_4: 0.3503 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:52] d2.utils.events INFO: eta: 21:11:05 iter: 178139 total_loss: 5.562 loss_ce: 0.2771 loss_bbox: 0.184 loss_giou: 0.3434 loss_ce_0: 0.4839 loss_bbox_0: 0.3127 loss_giou_0: 0.5362 loss_ce_1: 0.392 loss_bbox_1: 0.2143 loss_giou_1: 0.3805 loss_ce_2: 0.3202 loss_bbox_2: 0.1949 loss_giou_2: 0.3561 loss_ce_3: 0.2867 loss_bbox_3: 0.1919 loss_giou_3: 0.3478 loss_ce_4: 0.2745 loss_bbox_4: 0.1877 loss_giou_4: 0.3423 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 03:44:58] d2.utils.events INFO: eta: 21:10:46 iter: 178159 total_loss: 5.885 loss_ce: 0.2997 loss_bbox: 0.1858 loss_giou: 0.3567 loss_ce_0: 0.5068 loss_bbox_0: 0.3102 loss_giou_0: 0.5406 loss_ce_1: 0.3976 loss_bbox_1: 0.2205 loss_giou_1: 0.3971 loss_ce_2: 0.3341 loss_bbox_2: 0.203 loss_giou_2: 0.3772 loss_ce_3: 0.3131 loss_bbox_3: 0.1906 loss_giou_3: 0.3707 loss_ce_4: 0.2965 loss_bbox_4: 0.1907 loss_giou_4: 0.3594 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:03] d2.utils.events INFO: eta: 21:10:27 iter: 178179 total_loss: 5.482 loss_ce: 0.2874 loss_bbox: 0.1774 loss_giou: 0.3278 loss_ce_0: 0.4896 loss_bbox_0: 0.3093 loss_giou_0: 0.5167 loss_ce_1: 0.3923 loss_bbox_1: 0.213 loss_giou_1: 0.3821 loss_ce_2: 0.3317 loss_bbox_2: 0.1907 loss_giou_2: 0.354 loss_ce_3: 0.2972 loss_bbox_3: 0.182 loss_giou_3: 0.3359 loss_ce_4: 0.2885 loss_bbox_4: 0.1795 loss_giou_4: 0.3331 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:09] d2.utils.events INFO: eta: 21:09:36 iter: 178199 total_loss: 5.75 loss_ce: 0.2719 loss_bbox: 0.1829 loss_giou: 0.3345 loss_ce_0: 0.4783 loss_bbox_0: 0.3013 loss_giou_0: 0.5189 loss_ce_1: 0.3808 loss_bbox_1: 0.2088 loss_giou_1: 0.3674 loss_ce_2: 0.3253 loss_bbox_2: 0.1889 loss_giou_2: 0.3476 loss_ce_3: 0.2952 loss_bbox_3: 0.1817 loss_giou_3: 0.3358 loss_ce_4: 0.2805 loss_bbox_4: 0.1811 loss_giou_4: 0.3377 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:15] d2.utils.events INFO: eta: 21:09:27 iter: 178219 total_loss: 5.815 loss_ce: 0.3062 loss_bbox: 0.1976 loss_giou: 0.3391 loss_ce_0: 0.5082 loss_bbox_0: 0.3248 loss_giou_0: 0.5188 loss_ce_1: 0.4023 loss_bbox_1: 0.2228 loss_giou_1: 0.3842 loss_ce_2: 0.349 loss_bbox_2: 0.2038 loss_giou_2: 0.36 loss_ce_3: 0.3191 loss_bbox_3: 0.2007 loss_giou_3: 0.341 loss_ce_4: 0.3068 loss_bbox_4: 0.2007 loss_giou_4: 0.3408 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:20] d2.utils.events INFO: eta: 21:09:36 iter: 178239 total_loss: 5.819 loss_ce: 0.293 loss_bbox: 0.1724 loss_giou: 0.35 loss_ce_0: 0.4859 loss_bbox_0: 0.309 loss_giou_0: 0.5511 loss_ce_1: 0.3826 loss_bbox_1: 0.2081 loss_giou_1: 0.4043 loss_ce_2: 0.3352 loss_bbox_2: 0.1887 loss_giou_2: 0.3628 loss_ce_3: 0.3063 loss_bbox_3: 0.1774 loss_giou_3: 0.3497 loss_ce_4: 0.2986 loss_bbox_4: 0.1746 loss_giou_4: 0.3486 time: 0.2802 data_time: 0.0196 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:26] d2.utils.events INFO: eta: 21:09:16 iter: 178259 total_loss: 5.805 loss_ce: 0.3104 loss_bbox: 0.1766 loss_giou: 0.3485 loss_ce_0: 0.509 loss_bbox_0: 0.3254 loss_giou_0: 0.5511 loss_ce_1: 0.4014 loss_bbox_1: 0.2153 loss_giou_1: 0.4086 loss_ce_2: 0.3466 loss_bbox_2: 0.1917 loss_giou_2: 0.3797 loss_ce_3: 0.3126 loss_bbox_3: 0.1843 loss_giou_3: 0.3629 loss_ce_4: 0.311 loss_bbox_4: 0.1777 loss_giou_4: 0.355 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:32] d2.utils.events INFO: eta: 21:09:13 iter: 178279 total_loss: 5.972 loss_ce: 0.3018 loss_bbox: 0.1971 loss_giou: 0.3507 loss_ce_0: 0.5082 loss_bbox_0: 0.3349 loss_giou_0: 0.534 loss_ce_1: 0.4013 loss_bbox_1: 0.237 loss_giou_1: 0.4017 loss_ce_2: 0.339 loss_bbox_2: 0.2077 loss_giou_2: 0.3621 loss_ce_3: 0.3098 loss_bbox_3: 0.2065 loss_giou_3: 0.3518 loss_ce_4: 0.2996 loss_bbox_4: 0.1981 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:37] d2.utils.events INFO: eta: 21:09:03 iter: 178299 total_loss: 5.954 loss_ce: 0.2831 loss_bbox: 0.1999 loss_giou: 0.3577 loss_ce_0: 0.5038 loss_bbox_0: 0.3338 loss_giou_0: 0.5209 loss_ce_1: 0.3982 loss_bbox_1: 0.229 loss_giou_1: 0.3987 loss_ce_2: 0.3189 loss_bbox_2: 0.212 loss_giou_2: 0.3696 loss_ce_3: 0.2955 loss_bbox_3: 0.2039 loss_giou_3: 0.3625 loss_ce_4: 0.2927 loss_bbox_4: 0.2 loss_giou_4: 0.3576 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:43] d2.utils.events INFO: eta: 21:08:45 iter: 178319 total_loss: 6.193 loss_ce: 0.3016 loss_bbox: 0.1992 loss_giou: 0.3477 loss_ce_0: 0.5395 loss_bbox_0: 0.3351 loss_giou_0: 0.5239 loss_ce_1: 0.4235 loss_bbox_1: 0.2342 loss_giou_1: 0.3791 loss_ce_2: 0.3222 loss_bbox_2: 0.2133 loss_giou_2: 0.352 loss_ce_3: 0.2992 loss_bbox_3: 0.2074 loss_giou_3: 0.3469 loss_ce_4: 0.3033 loss_bbox_4: 0.2024 loss_giou_4: 0.3473 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:49] d2.utils.events INFO: eta: 21:08:54 iter: 178339 total_loss: 5.651 loss_ce: 0.2926 loss_bbox: 0.1902 loss_giou: 0.339 loss_ce_0: 0.5143 loss_bbox_0: 0.3185 loss_giou_0: 0.5331 loss_ce_1: 0.4049 loss_bbox_1: 0.2206 loss_giou_1: 0.3854 loss_ce_2: 0.3351 loss_bbox_2: 0.1976 loss_giou_2: 0.3585 loss_ce_3: 0.3033 loss_bbox_3: 0.1918 loss_giou_3: 0.348 loss_ce_4: 0.2895 loss_bbox_4: 0.1921 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 03:45:54] d2.utils.events INFO: eta: 21:08:20 iter: 178359 total_loss: 6.012 loss_ce: 0.3045 loss_bbox: 0.2093 loss_giou: 0.3483 loss_ce_0: 0.5162 loss_bbox_0: 0.3312 loss_giou_0: 0.5184 loss_ce_1: 0.4069 loss_bbox_1: 0.2403 loss_giou_1: 0.3872 loss_ce_2: 0.3438 loss_bbox_2: 0.2201 loss_giou_2: 0.3646 loss_ce_3: 0.3026 loss_bbox_3: 0.2163 loss_giou_3: 0.3539 loss_ce_4: 0.2972 loss_bbox_4: 0.2129 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:00] d2.utils.events INFO: eta: 21:08:14 iter: 178379 total_loss: 5.852 loss_ce: 0.2995 loss_bbox: 0.1908 loss_giou: 0.3599 loss_ce_0: 0.4919 loss_bbox_0: 0.3011 loss_giou_0: 0.5561 loss_ce_1: 0.3977 loss_bbox_1: 0.2141 loss_giou_1: 0.4193 loss_ce_2: 0.3389 loss_bbox_2: 0.1965 loss_giou_2: 0.3827 loss_ce_3: 0.3051 loss_bbox_3: 0.1921 loss_giou_3: 0.3712 loss_ce_4: 0.2944 loss_bbox_4: 0.1868 loss_giou_4: 0.3657 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:06] d2.utils.events INFO: eta: 21:08:34 iter: 178399 total_loss: 5.841 loss_ce: 0.3132 loss_bbox: 0.1841 loss_giou: 0.3471 loss_ce_0: 0.5061 loss_bbox_0: 0.3158 loss_giou_0: 0.5079 loss_ce_1: 0.4083 loss_bbox_1: 0.2242 loss_giou_1: 0.3925 loss_ce_2: 0.3521 loss_bbox_2: 0.1969 loss_giou_2: 0.3606 loss_ce_3: 0.3239 loss_bbox_3: 0.1898 loss_giou_3: 0.3511 loss_ce_4: 0.3119 loss_bbox_4: 0.1819 loss_giou_4: 0.3497 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:11] d2.utils.events INFO: eta: 21:08:03 iter: 178419 total_loss: 5.911 loss_ce: 0.3277 loss_bbox: 0.1891 loss_giou: 0.3529 loss_ce_0: 0.5111 loss_bbox_0: 0.3308 loss_giou_0: 0.5495 loss_ce_1: 0.4255 loss_bbox_1: 0.2259 loss_giou_1: 0.399 loss_ce_2: 0.3621 loss_bbox_2: 0.2014 loss_giou_2: 0.3736 loss_ce_3: 0.3253 loss_bbox_3: 0.1966 loss_giou_3: 0.3676 loss_ce_4: 0.322 loss_bbox_4: 0.1913 loss_giou_4: 0.3608 time: 0.2802 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:17] d2.utils.events INFO: eta: 21:08:11 iter: 178439 total_loss: 5.553 loss_ce: 0.2834 loss_bbox: 0.1802 loss_giou: 0.3465 loss_ce_0: 0.5009 loss_bbox_0: 0.3109 loss_giou_0: 0.5225 loss_ce_1: 0.3907 loss_bbox_1: 0.2079 loss_giou_1: 0.3956 loss_ce_2: 0.322 loss_bbox_2: 0.1978 loss_giou_2: 0.3658 loss_ce_3: 0.2873 loss_bbox_3: 0.1838 loss_giou_3: 0.3574 loss_ce_4: 0.2777 loss_bbox_4: 0.1821 loss_giou_4: 0.3521 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:23] d2.utils.events INFO: eta: 21:08:22 iter: 178459 total_loss: 6.179 loss_ce: 0.2975 loss_bbox: 0.1988 loss_giou: 0.3834 loss_ce_0: 0.4975 loss_bbox_0: 0.3238 loss_giou_0: 0.5611 loss_ce_1: 0.409 loss_bbox_1: 0.2313 loss_giou_1: 0.428 loss_ce_2: 0.3422 loss_bbox_2: 0.2142 loss_giou_2: 0.3944 loss_ce_3: 0.3123 loss_bbox_3: 0.2063 loss_giou_3: 0.3876 loss_ce_4: 0.2973 loss_bbox_4: 0.204 loss_giou_4: 0.3825 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:28] d2.utils.events INFO: eta: 21:08:07 iter: 178479 total_loss: 5.61 loss_ce: 0.2818 loss_bbox: 0.1812 loss_giou: 0.3224 loss_ce_0: 0.4826 loss_bbox_0: 0.3226 loss_giou_0: 0.4968 loss_ce_1: 0.3818 loss_bbox_1: 0.2091 loss_giou_1: 0.3727 loss_ce_2: 0.3292 loss_bbox_2: 0.1944 loss_giou_2: 0.3366 loss_ce_3: 0.3005 loss_bbox_3: 0.1808 loss_giou_3: 0.3273 loss_ce_4: 0.2814 loss_bbox_4: 0.1811 loss_giou_4: 0.3207 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:34] d2.utils.events INFO: eta: 21:08:11 iter: 178499 total_loss: 5.848 loss_ce: 0.3035 loss_bbox: 0.1907 loss_giou: 0.3437 loss_ce_0: 0.5081 loss_bbox_0: 0.3122 loss_giou_0: 0.5213 loss_ce_1: 0.4021 loss_bbox_1: 0.2123 loss_giou_1: 0.3845 loss_ce_2: 0.3433 loss_bbox_2: 0.1942 loss_giou_2: 0.3568 loss_ce_3: 0.3095 loss_bbox_3: 0.1895 loss_giou_3: 0.349 loss_ce_4: 0.3047 loss_bbox_4: 0.1912 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:40] d2.utils.events INFO: eta: 21:08:05 iter: 178519 total_loss: 5.644 loss_ce: 0.2871 loss_bbox: 0.1988 loss_giou: 0.3295 loss_ce_0: 0.4965 loss_bbox_0: 0.3316 loss_giou_0: 0.5067 loss_ce_1: 0.3995 loss_bbox_1: 0.2341 loss_giou_1: 0.3791 loss_ce_2: 0.3287 loss_bbox_2: 0.214 loss_giou_2: 0.3617 loss_ce_3: 0.3007 loss_bbox_3: 0.2045 loss_giou_3: 0.3371 loss_ce_4: 0.2922 loss_bbox_4: 0.2025 loss_giou_4: 0.3347 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:45] d2.utils.events INFO: eta: 21:08:00 iter: 178539 total_loss: 5.584 loss_ce: 0.2914 loss_bbox: 0.1766 loss_giou: 0.3628 loss_ce_0: 0.4738 loss_bbox_0: 0.307 loss_giou_0: 0.5118 loss_ce_1: 0.3794 loss_bbox_1: 0.2119 loss_giou_1: 0.3865 loss_ce_2: 0.3079 loss_bbox_2: 0.1873 loss_giou_2: 0.3741 loss_ce_3: 0.2859 loss_bbox_3: 0.1806 loss_giou_3: 0.3661 loss_ce_4: 0.2956 loss_bbox_4: 0.1746 loss_giou_4: 0.359 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:51] d2.utils.events INFO: eta: 21:07:52 iter: 178559 total_loss: 5.602 loss_ce: 0.2929 loss_bbox: 0.1735 loss_giou: 0.3357 loss_ce_0: 0.4894 loss_bbox_0: 0.2998 loss_giou_0: 0.5171 loss_ce_1: 0.3828 loss_bbox_1: 0.2046 loss_giou_1: 0.3832 loss_ce_2: 0.3333 loss_bbox_2: 0.1836 loss_giou_2: 0.3525 loss_ce_3: 0.3023 loss_bbox_3: 0.1733 loss_giou_3: 0.3358 loss_ce_4: 0.2903 loss_bbox_4: 0.1702 loss_giou_4: 0.3335 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:46:57] d2.utils.events INFO: eta: 21:07:49 iter: 178579 total_loss: 5.596 loss_ce: 0.3063 loss_bbox: 0.1763 loss_giou: 0.3248 loss_ce_0: 0.4962 loss_bbox_0: 0.3082 loss_giou_0: 0.5329 loss_ce_1: 0.4012 loss_bbox_1: 0.2093 loss_giou_1: 0.3768 loss_ce_2: 0.3305 loss_bbox_2: 0.1914 loss_giou_2: 0.3456 loss_ce_3: 0.3067 loss_bbox_3: 0.1803 loss_giou_3: 0.3326 loss_ce_4: 0.3019 loss_bbox_4: 0.1763 loss_giou_4: 0.3276 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:02] d2.utils.events INFO: eta: 21:07:27 iter: 178599 total_loss: 5.877 loss_ce: 0.2969 loss_bbox: 0.1969 loss_giou: 0.3196 loss_ce_0: 0.5184 loss_bbox_0: 0.3337 loss_giou_0: 0.5079 loss_ce_1: 0.4015 loss_bbox_1: 0.2266 loss_giou_1: 0.3803 loss_ce_2: 0.3383 loss_bbox_2: 0.2045 loss_giou_2: 0.3392 loss_ce_3: 0.3027 loss_bbox_3: 0.2028 loss_giou_3: 0.3225 loss_ce_4: 0.2932 loss_bbox_4: 0.1984 loss_giou_4: 0.3205 time: 0.2802 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:08] d2.utils.events INFO: eta: 21:07:38 iter: 178619 total_loss: 5.615 loss_ce: 0.2733 loss_bbox: 0.1897 loss_giou: 0.3348 loss_ce_0: 0.492 loss_bbox_0: 0.3045 loss_giou_0: 0.5064 loss_ce_1: 0.3779 loss_bbox_1: 0.2168 loss_giou_1: 0.3893 loss_ce_2: 0.315 loss_bbox_2: 0.1972 loss_giou_2: 0.3546 loss_ce_3: 0.2773 loss_bbox_3: 0.1907 loss_giou_3: 0.3431 loss_ce_4: 0.2683 loss_bbox_4: 0.1896 loss_giou_4: 0.3393 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:14] d2.utils.events INFO: eta: 21:07:38 iter: 178639 total_loss: 5.508 loss_ce: 0.2851 loss_bbox: 0.1847 loss_giou: 0.3056 loss_ce_0: 0.5074 loss_bbox_0: 0.3153 loss_giou_0: 0.4845 loss_ce_1: 0.4042 loss_bbox_1: 0.2222 loss_giou_1: 0.3553 loss_ce_2: 0.337 loss_bbox_2: 0.1944 loss_giou_2: 0.3212 loss_ce_3: 0.3029 loss_bbox_3: 0.1907 loss_giou_3: 0.3094 loss_ce_4: 0.2892 loss_bbox_4: 0.1871 loss_giou_4: 0.302 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:19] d2.utils.events INFO: eta: 21:07:39 iter: 178659 total_loss: 5.906 loss_ce: 0.3031 loss_bbox: 0.1752 loss_giou: 0.3729 loss_ce_0: 0.5168 loss_bbox_0: 0.306 loss_giou_0: 0.5401 loss_ce_1: 0.4038 loss_bbox_1: 0.2088 loss_giou_1: 0.4136 loss_ce_2: 0.3511 loss_bbox_2: 0.1867 loss_giou_2: 0.3803 loss_ce_3: 0.3164 loss_bbox_3: 0.1865 loss_giou_3: 0.3685 loss_ce_4: 0.3093 loss_bbox_4: 0.1818 loss_giou_4: 0.3636 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:25] d2.utils.events INFO: eta: 21:07:58 iter: 178679 total_loss: 5.88 loss_ce: 0.2933 loss_bbox: 0.1955 loss_giou: 0.3434 loss_ce_0: 0.4938 loss_bbox_0: 0.3203 loss_giou_0: 0.507 loss_ce_1: 0.3879 loss_bbox_1: 0.2311 loss_giou_1: 0.388 loss_ce_2: 0.3366 loss_bbox_2: 0.2091 loss_giou_2: 0.363 loss_ce_3: 0.3052 loss_bbox_3: 0.2033 loss_giou_3: 0.3532 loss_ce_4: 0.2931 loss_bbox_4: 0.1979 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:31] d2.utils.events INFO: eta: 21:08:16 iter: 178699 total_loss: 6.095 loss_ce: 0.3238 loss_bbox: 0.192 loss_giou: 0.3788 loss_ce_0: 0.5438 loss_bbox_0: 0.3111 loss_giou_0: 0.5693 loss_ce_1: 0.4226 loss_bbox_1: 0.2201 loss_giou_1: 0.4194 loss_ce_2: 0.3529 loss_bbox_2: 0.1968 loss_giou_2: 0.3907 loss_ce_3: 0.3349 loss_bbox_3: 0.1914 loss_giou_3: 0.3855 loss_ce_4: 0.3301 loss_bbox_4: 0.1893 loss_giou_4: 0.3805 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:36] d2.utils.events INFO: eta: 21:08:35 iter: 178719 total_loss: 5.695 loss_ce: 0.2802 loss_bbox: 0.1821 loss_giou: 0.3306 loss_ce_0: 0.4898 loss_bbox_0: 0.3139 loss_giou_0: 0.5099 loss_ce_1: 0.3996 loss_bbox_1: 0.2177 loss_giou_1: 0.3719 loss_ce_2: 0.3366 loss_bbox_2: 0.1965 loss_giou_2: 0.3438 loss_ce_3: 0.3003 loss_bbox_3: 0.1888 loss_giou_3: 0.3357 loss_ce_4: 0.2849 loss_bbox_4: 0.1832 loss_giou_4: 0.3287 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:42] d2.utils.events INFO: eta: 21:08:35 iter: 178739 total_loss: 5.642 loss_ce: 0.2823 loss_bbox: 0.1664 loss_giou: 0.3498 loss_ce_0: 0.4908 loss_bbox_0: 0.2935 loss_giou_0: 0.553 loss_ce_1: 0.3849 loss_bbox_1: 0.2009 loss_giou_1: 0.3999 loss_ce_2: 0.3314 loss_bbox_2: 0.1826 loss_giou_2: 0.3686 loss_ce_3: 0.3052 loss_bbox_3: 0.1746 loss_giou_3: 0.3561 loss_ce_4: 0.2917 loss_bbox_4: 0.1707 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:48] d2.utils.events INFO: eta: 21:08:29 iter: 178759 total_loss: 5.639 loss_ce: 0.2987 loss_bbox: 0.1916 loss_giou: 0.3227 loss_ce_0: 0.512 loss_bbox_0: 0.3125 loss_giou_0: 0.5037 loss_ce_1: 0.3967 loss_bbox_1: 0.2151 loss_giou_1: 0.3719 loss_ce_2: 0.3372 loss_bbox_2: 0.203 loss_giou_2: 0.3466 loss_ce_3: 0.3016 loss_bbox_3: 0.2016 loss_giou_3: 0.3349 loss_ce_4: 0.2995 loss_bbox_4: 0.1949 loss_giou_4: 0.3301 time: 0.2802 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:53] d2.utils.events INFO: eta: 21:08:38 iter: 178779 total_loss: 5.662 loss_ce: 0.2977 loss_bbox: 0.1976 loss_giou: 0.3227 loss_ce_0: 0.5043 loss_bbox_0: 0.321 loss_giou_0: 0.4833 loss_ce_1: 0.3952 loss_bbox_1: 0.2324 loss_giou_1: 0.363 loss_ce_2: 0.3424 loss_bbox_2: 0.2114 loss_giou_2: 0.3403 loss_ce_3: 0.3063 loss_bbox_3: 0.2066 loss_giou_3: 0.3262 loss_ce_4: 0.3027 loss_bbox_4: 0.1957 loss_giou_4: 0.3232 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 03:47:59] d2.utils.events INFO: eta: 21:08:13 iter: 178799 total_loss: 5.687 loss_ce: 0.2823 loss_bbox: 0.1946 loss_giou: 0.3323 loss_ce_0: 0.4976 loss_bbox_0: 0.3277 loss_giou_0: 0.5177 loss_ce_1: 0.3898 loss_bbox_1: 0.2303 loss_giou_1: 0.3725 loss_ce_2: 0.3297 loss_bbox_2: 0.2023 loss_giou_2: 0.3419 loss_ce_3: 0.299 loss_bbox_3: 0.1957 loss_giou_3: 0.334 loss_ce_4: 0.2861 loss_bbox_4: 0.1951 loss_giou_4: 0.3325 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:05] d2.utils.events INFO: eta: 21:08:01 iter: 178819 total_loss: 5.725 loss_ce: 0.2928 loss_bbox: 0.1769 loss_giou: 0.3375 loss_ce_0: 0.4971 loss_bbox_0: 0.3151 loss_giou_0: 0.5115 loss_ce_1: 0.402 loss_bbox_1: 0.2109 loss_giou_1: 0.3836 loss_ce_2: 0.3296 loss_bbox_2: 0.1914 loss_giou_2: 0.3577 loss_ce_3: 0.3028 loss_bbox_3: 0.1805 loss_giou_3: 0.3495 loss_ce_4: 0.3003 loss_bbox_4: 0.1781 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:10] d2.utils.events INFO: eta: 21:07:27 iter: 178839 total_loss: 5.831 loss_ce: 0.3153 loss_bbox: 0.1806 loss_giou: 0.3431 loss_ce_0: 0.5296 loss_bbox_0: 0.3276 loss_giou_0: 0.5497 loss_ce_1: 0.4184 loss_bbox_1: 0.2147 loss_giou_1: 0.397 loss_ce_2: 0.3682 loss_bbox_2: 0.1994 loss_giou_2: 0.3634 loss_ce_3: 0.3316 loss_bbox_3: 0.1917 loss_giou_3: 0.3507 loss_ce_4: 0.3171 loss_bbox_4: 0.1824 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:16] d2.utils.events INFO: eta: 21:07:32 iter: 178859 total_loss: 5.787 loss_ce: 0.3076 loss_bbox: 0.1873 loss_giou: 0.3516 loss_ce_0: 0.5071 loss_bbox_0: 0.3104 loss_giou_0: 0.5649 loss_ce_1: 0.407 loss_bbox_1: 0.2131 loss_giou_1: 0.4061 loss_ce_2: 0.3423 loss_bbox_2: 0.1946 loss_giou_2: 0.3739 loss_ce_3: 0.3098 loss_bbox_3: 0.193 loss_giou_3: 0.3621 loss_ce_4: 0.3127 loss_bbox_4: 0.1919 loss_giou_4: 0.3557 time: 0.2802 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:22] d2.utils.events INFO: eta: 21:07:14 iter: 178879 total_loss: 5.723 loss_ce: 0.3089 loss_bbox: 0.1788 loss_giou: 0.3194 loss_ce_0: 0.5131 loss_bbox_0: 0.315 loss_giou_0: 0.5152 loss_ce_1: 0.4109 loss_bbox_1: 0.2162 loss_giou_1: 0.3729 loss_ce_2: 0.3512 loss_bbox_2: 0.1919 loss_giou_2: 0.3394 loss_ce_3: 0.3199 loss_bbox_3: 0.1865 loss_giou_3: 0.3336 loss_ce_4: 0.3129 loss_bbox_4: 0.1844 loss_giou_4: 0.324 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:27] d2.utils.events INFO: eta: 21:07:15 iter: 178899 total_loss: 5.614 loss_ce: 0.2749 loss_bbox: 0.1791 loss_giou: 0.3514 loss_ce_0: 0.4998 loss_bbox_0: 0.3142 loss_giou_0: 0.5367 loss_ce_1: 0.3891 loss_bbox_1: 0.2053 loss_giou_1: 0.4004 loss_ce_2: 0.3209 loss_bbox_2: 0.1895 loss_giou_2: 0.3681 loss_ce_3: 0.3007 loss_bbox_3: 0.1854 loss_giou_3: 0.3635 loss_ce_4: 0.2872 loss_bbox_4: 0.1794 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:33] d2.utils.events INFO: eta: 21:07:33 iter: 178919 total_loss: 5.786 loss_ce: 0.285 loss_bbox: 0.2017 loss_giou: 0.3363 loss_ce_0: 0.5195 loss_bbox_0: 0.3356 loss_giou_0: 0.5207 loss_ce_1: 0.3971 loss_bbox_1: 0.2361 loss_giou_1: 0.3847 loss_ce_2: 0.3418 loss_bbox_2: 0.2189 loss_giou_2: 0.3556 loss_ce_3: 0.3008 loss_bbox_3: 0.2103 loss_giou_3: 0.3416 loss_ce_4: 0.2906 loss_bbox_4: 0.2046 loss_giou_4: 0.3372 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:39] d2.utils.events INFO: eta: 21:07:09 iter: 178939 total_loss: 5.853 loss_ce: 0.2926 loss_bbox: 0.1872 loss_giou: 0.3537 loss_ce_0: 0.4989 loss_bbox_0: 0.3201 loss_giou_0: 0.5382 loss_ce_1: 0.3857 loss_bbox_1: 0.2256 loss_giou_1: 0.4003 loss_ce_2: 0.33 loss_bbox_2: 0.2069 loss_giou_2: 0.3666 loss_ce_3: 0.2992 loss_bbox_3: 0.1943 loss_giou_3: 0.359 loss_ce_4: 0.2975 loss_bbox_4: 0.1886 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:44] d2.utils.events INFO: eta: 21:06:54 iter: 178959 total_loss: 5.702 loss_ce: 0.3108 loss_bbox: 0.1886 loss_giou: 0.3257 loss_ce_0: 0.514 loss_bbox_0: 0.3187 loss_giou_0: 0.5034 loss_ce_1: 0.3913 loss_bbox_1: 0.2279 loss_giou_1: 0.3674 loss_ce_2: 0.341 loss_bbox_2: 0.2016 loss_giou_2: 0.342 loss_ce_3: 0.3216 loss_bbox_3: 0.1942 loss_giou_3: 0.3296 loss_ce_4: 0.3156 loss_bbox_4: 0.1932 loss_giou_4: 0.3272 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:50] d2.utils.events INFO: eta: 21:06:16 iter: 178979 total_loss: 5.785 loss_ce: 0.2939 loss_bbox: 0.2093 loss_giou: 0.3389 loss_ce_0: 0.4982 loss_bbox_0: 0.3256 loss_giou_0: 0.5084 loss_ce_1: 0.3986 loss_bbox_1: 0.2397 loss_giou_1: 0.3786 loss_ce_2: 0.3335 loss_bbox_2: 0.2147 loss_giou_2: 0.347 loss_ce_3: 0.2968 loss_bbox_3: 0.209 loss_giou_3: 0.3408 loss_ce_4: 0.2925 loss_bbox_4: 0.207 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:48:56] d2.utils.events INFO: eta: 21:06:52 iter: 178999 total_loss: 5.849 loss_ce: 0.2958 loss_bbox: 0.1852 loss_giou: 0.3554 loss_ce_0: 0.4911 loss_bbox_0: 0.3083 loss_giou_0: 0.5583 loss_ce_1: 0.3898 loss_bbox_1: 0.2199 loss_giou_1: 0.4053 loss_ce_2: 0.3271 loss_bbox_2: 0.1994 loss_giou_2: 0.3737 loss_ce_3: 0.3071 loss_bbox_3: 0.1927 loss_giou_3: 0.3637 loss_ce_4: 0.2976 loss_bbox_4: 0.1881 loss_giou_4: 0.3558 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:01] d2.utils.events INFO: eta: 21:06:58 iter: 179019 total_loss: 5.838 loss_ce: 0.3026 loss_bbox: 0.2046 loss_giou: 0.3396 loss_ce_0: 0.5002 loss_bbox_0: 0.3255 loss_giou_0: 0.5265 loss_ce_1: 0.3878 loss_bbox_1: 0.23 loss_giou_1: 0.3867 loss_ce_2: 0.3363 loss_bbox_2: 0.2084 loss_giou_2: 0.3571 loss_ce_3: 0.3052 loss_bbox_3: 0.2074 loss_giou_3: 0.3507 loss_ce_4: 0.294 loss_bbox_4: 0.208 loss_giou_4: 0.343 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:07] d2.utils.events INFO: eta: 21:06:36 iter: 179039 total_loss: 5.795 loss_ce: 0.2936 loss_bbox: 0.1771 loss_giou: 0.3525 loss_ce_0: 0.5081 loss_bbox_0: 0.3019 loss_giou_0: 0.5733 loss_ce_1: 0.3984 loss_bbox_1: 0.2112 loss_giou_1: 0.4261 loss_ce_2: 0.3421 loss_bbox_2: 0.1882 loss_giou_2: 0.3784 loss_ce_3: 0.3053 loss_bbox_3: 0.1848 loss_giou_3: 0.3698 loss_ce_4: 0.2918 loss_bbox_4: 0.1793 loss_giou_4: 0.3515 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:13] d2.utils.events INFO: eta: 21:06:12 iter: 179059 total_loss: 5.761 loss_ce: 0.2967 loss_bbox: 0.1798 loss_giou: 0.321 loss_ce_0: 0.5178 loss_bbox_0: 0.3226 loss_giou_0: 0.4959 loss_ce_1: 0.4099 loss_bbox_1: 0.2164 loss_giou_1: 0.37 loss_ce_2: 0.3465 loss_bbox_2: 0.1935 loss_giou_2: 0.3442 loss_ce_3: 0.3015 loss_bbox_3: 0.1831 loss_giou_3: 0.3349 loss_ce_4: 0.29 loss_bbox_4: 0.1811 loss_giou_4: 0.3244 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:19] d2.utils.events INFO: eta: 21:06:07 iter: 179079 total_loss: 5.924 loss_ce: 0.3022 loss_bbox: 0.1859 loss_giou: 0.3541 loss_ce_0: 0.4972 loss_bbox_0: 0.3059 loss_giou_0: 0.5579 loss_ce_1: 0.399 loss_bbox_1: 0.2066 loss_giou_1: 0.4016 loss_ce_2: 0.322 loss_bbox_2: 0.1921 loss_giou_2: 0.3726 loss_ce_3: 0.3035 loss_bbox_3: 0.1946 loss_giou_3: 0.3645 loss_ce_4: 0.3019 loss_bbox_4: 0.1915 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:24] d2.utils.events INFO: eta: 21:05:36 iter: 179099 total_loss: 6.1 loss_ce: 0.3033 loss_bbox: 0.2031 loss_giou: 0.3563 loss_ce_0: 0.5152 loss_bbox_0: 0.3305 loss_giou_0: 0.5301 loss_ce_1: 0.4093 loss_bbox_1: 0.2288 loss_giou_1: 0.4069 loss_ce_2: 0.3464 loss_bbox_2: 0.2141 loss_giou_2: 0.3723 loss_ce_3: 0.3199 loss_bbox_3: 0.2105 loss_giou_3: 0.3593 loss_ce_4: 0.3107 loss_bbox_4: 0.2049 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:30] d2.utils.events INFO: eta: 21:05:30 iter: 179119 total_loss: 6.063 loss_ce: 0.3027 loss_bbox: 0.1954 loss_giou: 0.3409 loss_ce_0: 0.5178 loss_bbox_0: 0.3379 loss_giou_0: 0.5186 loss_ce_1: 0.4149 loss_bbox_1: 0.2314 loss_giou_1: 0.3975 loss_ce_2: 0.3511 loss_bbox_2: 0.2154 loss_giou_2: 0.3619 loss_ce_3: 0.3116 loss_bbox_3: 0.2088 loss_giou_3: 0.3499 loss_ce_4: 0.3109 loss_bbox_4: 0.1997 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:35] d2.utils.events INFO: eta: 21:05:20 iter: 179139 total_loss: 5.906 loss_ce: 0.3117 loss_bbox: 0.1988 loss_giou: 0.3592 loss_ce_0: 0.5142 loss_bbox_0: 0.3232 loss_giou_0: 0.5441 loss_ce_1: 0.4215 loss_bbox_1: 0.2347 loss_giou_1: 0.4087 loss_ce_2: 0.3462 loss_bbox_2: 0.2147 loss_giou_2: 0.3776 loss_ce_3: 0.3131 loss_bbox_3: 0.1993 loss_giou_3: 0.3644 loss_ce_4: 0.3107 loss_bbox_4: 0.2008 loss_giou_4: 0.3622 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:41] d2.utils.events INFO: eta: 21:05:19 iter: 179159 total_loss: 5.601 loss_ce: 0.2877 loss_bbox: 0.184 loss_giou: 0.3398 loss_ce_0: 0.486 loss_bbox_0: 0.3086 loss_giou_0: 0.4935 loss_ce_1: 0.3852 loss_bbox_1: 0.2183 loss_giou_1: 0.3814 loss_ce_2: 0.3271 loss_bbox_2: 0.1963 loss_giou_2: 0.3549 loss_ce_3: 0.2937 loss_bbox_3: 0.1866 loss_giou_3: 0.3465 loss_ce_4: 0.2881 loss_bbox_4: 0.1871 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:47] d2.utils.events INFO: eta: 21:05:20 iter: 179179 total_loss: 5.942 loss_ce: 0.3041 loss_bbox: 0.1837 loss_giou: 0.3319 loss_ce_0: 0.4991 loss_bbox_0: 0.3084 loss_giou_0: 0.5338 loss_ce_1: 0.411 loss_bbox_1: 0.2081 loss_giou_1: 0.3813 loss_ce_2: 0.3502 loss_bbox_2: 0.1984 loss_giou_2: 0.3562 loss_ce_3: 0.3203 loss_bbox_3: 0.1947 loss_giou_3: 0.3467 loss_ce_4: 0.2982 loss_bbox_4: 0.1874 loss_giou_4: 0.3338 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:52] d2.utils.events INFO: eta: 21:05:56 iter: 179199 total_loss: 5.705 loss_ce: 0.2926 loss_bbox: 0.1754 loss_giou: 0.3438 loss_ce_0: 0.4949 loss_bbox_0: 0.3121 loss_giou_0: 0.5278 loss_ce_1: 0.383 loss_bbox_1: 0.215 loss_giou_1: 0.3966 loss_ce_2: 0.3229 loss_bbox_2: 0.1894 loss_giou_2: 0.3686 loss_ce_3: 0.3048 loss_bbox_3: 0.183 loss_giou_3: 0.3561 loss_ce_4: 0.2886 loss_bbox_4: 0.1801 loss_giou_4: 0.3468 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 03:49:58] d2.utils.events INFO: eta: 21:06:19 iter: 179219 total_loss: 5.684 loss_ce: 0.2988 loss_bbox: 0.1987 loss_giou: 0.323 loss_ce_0: 0.5097 loss_bbox_0: 0.3278 loss_giou_0: 0.4865 loss_ce_1: 0.4111 loss_bbox_1: 0.2245 loss_giou_1: 0.3737 loss_ce_2: 0.3361 loss_bbox_2: 0.208 loss_giou_2: 0.3367 loss_ce_3: 0.3031 loss_bbox_3: 0.2057 loss_giou_3: 0.3276 loss_ce_4: 0.2929 loss_bbox_4: 0.2034 loss_giou_4: 0.3236 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:04] d2.utils.events INFO: eta: 21:05:32 iter: 179239 total_loss: 5.512 loss_ce: 0.276 loss_bbox: 0.1767 loss_giou: 0.3295 loss_ce_0: 0.5025 loss_bbox_0: 0.3105 loss_giou_0: 0.5077 loss_ce_1: 0.3854 loss_bbox_1: 0.2114 loss_giou_1: 0.3751 loss_ce_2: 0.326 loss_bbox_2: 0.1892 loss_giou_2: 0.3505 loss_ce_3: 0.2858 loss_bbox_3: 0.1754 loss_giou_3: 0.3337 loss_ce_4: 0.2762 loss_bbox_4: 0.1746 loss_giou_4: 0.3319 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:09] d2.utils.events INFO: eta: 21:05:39 iter: 179259 total_loss: 6.147 loss_ce: 0.3058 loss_bbox: 0.1939 loss_giou: 0.3585 loss_ce_0: 0.5074 loss_bbox_0: 0.3153 loss_giou_0: 0.5423 loss_ce_1: 0.4009 loss_bbox_1: 0.2277 loss_giou_1: 0.4103 loss_ce_2: 0.3336 loss_bbox_2: 0.2086 loss_giou_2: 0.3767 loss_ce_3: 0.3236 loss_bbox_3: 0.2009 loss_giou_3: 0.3627 loss_ce_4: 0.3121 loss_bbox_4: 0.1966 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:15] d2.utils.events INFO: eta: 21:04:52 iter: 179279 total_loss: 5.478 loss_ce: 0.2692 loss_bbox: 0.1945 loss_giou: 0.339 loss_ce_0: 0.4826 loss_bbox_0: 0.3018 loss_giou_0: 0.4842 loss_ce_1: 0.3621 loss_bbox_1: 0.2173 loss_giou_1: 0.3743 loss_ce_2: 0.3005 loss_bbox_2: 0.2022 loss_giou_2: 0.3589 loss_ce_3: 0.2778 loss_bbox_3: 0.2017 loss_giou_3: 0.3452 loss_ce_4: 0.2712 loss_bbox_4: 0.1943 loss_giou_4: 0.3416 time: 0.2802 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:21] d2.utils.events INFO: eta: 21:04:46 iter: 179299 total_loss: 6.144 loss_ce: 0.308 loss_bbox: 0.1914 loss_giou: 0.36 loss_ce_0: 0.5054 loss_bbox_0: 0.3086 loss_giou_0: 0.574 loss_ce_1: 0.416 loss_bbox_1: 0.2263 loss_giou_1: 0.4188 loss_ce_2: 0.3466 loss_bbox_2: 0.2125 loss_giou_2: 0.3915 loss_ce_3: 0.3195 loss_bbox_3: 0.2052 loss_giou_3: 0.38 loss_ce_4: 0.3155 loss_bbox_4: 0.2006 loss_giou_4: 0.3671 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:26] d2.utils.events INFO: eta: 21:05:10 iter: 179319 total_loss: 5.805 loss_ce: 0.2914 loss_bbox: 0.1785 loss_giou: 0.3549 loss_ce_0: 0.5004 loss_bbox_0: 0.2943 loss_giou_0: 0.532 loss_ce_1: 0.4021 loss_bbox_1: 0.2052 loss_giou_1: 0.3975 loss_ce_2: 0.3373 loss_bbox_2: 0.1837 loss_giou_2: 0.3759 loss_ce_3: 0.3066 loss_bbox_3: 0.1821 loss_giou_3: 0.3649 loss_ce_4: 0.291 loss_bbox_4: 0.1802 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:32] d2.utils.events INFO: eta: 21:04:49 iter: 179339 total_loss: 5.643 loss_ce: 0.3038 loss_bbox: 0.1693 loss_giou: 0.338 loss_ce_0: 0.5001 loss_bbox_0: 0.2982 loss_giou_0: 0.5297 loss_ce_1: 0.3971 loss_bbox_1: 0.2094 loss_giou_1: 0.3872 loss_ce_2: 0.3386 loss_bbox_2: 0.1951 loss_giou_2: 0.3514 loss_ce_3: 0.3089 loss_bbox_3: 0.182 loss_giou_3: 0.3436 loss_ce_4: 0.3075 loss_bbox_4: 0.1741 loss_giou_4: 0.345 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:38] d2.utils.events INFO: eta: 21:05:29 iter: 179359 total_loss: 6.159 loss_ce: 0.3073 loss_bbox: 0.2036 loss_giou: 0.3724 loss_ce_0: 0.4939 loss_bbox_0: 0.3169 loss_giou_0: 0.5609 loss_ce_1: 0.4093 loss_bbox_1: 0.236 loss_giou_1: 0.4141 loss_ce_2: 0.3439 loss_bbox_2: 0.2137 loss_giou_2: 0.3884 loss_ce_3: 0.3166 loss_bbox_3: 0.2074 loss_giou_3: 0.3792 loss_ce_4: 0.3086 loss_bbox_4: 0.2038 loss_giou_4: 0.3694 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:43] d2.utils.events INFO: eta: 21:05:24 iter: 179379 total_loss: 5.864 loss_ce: 0.3127 loss_bbox: 0.204 loss_giou: 0.3573 loss_ce_0: 0.5214 loss_bbox_0: 0.3321 loss_giou_0: 0.5348 loss_ce_1: 0.4148 loss_bbox_1: 0.2294 loss_giou_1: 0.4047 loss_ce_2: 0.3613 loss_bbox_2: 0.2134 loss_giou_2: 0.3685 loss_ce_3: 0.3281 loss_bbox_3: 0.2063 loss_giou_3: 0.3603 loss_ce_4: 0.3186 loss_bbox_4: 0.2028 loss_giou_4: 0.3574 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:49] d2.utils.events INFO: eta: 21:04:18 iter: 179399 total_loss: 5.795 loss_ce: 0.2834 loss_bbox: 0.1916 loss_giou: 0.3275 loss_ce_0: 0.5131 loss_bbox_0: 0.3161 loss_giou_0: 0.5136 loss_ce_1: 0.3992 loss_bbox_1: 0.2299 loss_giou_1: 0.3742 loss_ce_2: 0.3402 loss_bbox_2: 0.2096 loss_giou_2: 0.3432 loss_ce_3: 0.3069 loss_bbox_3: 0.2004 loss_giou_3: 0.3362 loss_ce_4: 0.2882 loss_bbox_4: 0.1951 loss_giou_4: 0.3291 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 03:50:55] d2.utils.events INFO: eta: 21:03:35 iter: 179419 total_loss: 6.102 loss_ce: 0.2979 loss_bbox: 0.1857 loss_giou: 0.3558 loss_ce_0: 0.5367 loss_bbox_0: 0.3244 loss_giou_0: 0.5582 loss_ce_1: 0.4189 loss_bbox_1: 0.2177 loss_giou_1: 0.4073 loss_ce_2: 0.3572 loss_bbox_2: 0.2059 loss_giou_2: 0.3827 loss_ce_3: 0.3266 loss_bbox_3: 0.1921 loss_giou_3: 0.3676 loss_ce_4: 0.3159 loss_bbox_4: 0.1895 loss_giou_4: 0.3601 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:00] d2.utils.events INFO: eta: 21:02:34 iter: 179439 total_loss: 5.996 loss_ce: 0.3274 loss_bbox: 0.1873 loss_giou: 0.3387 loss_ce_0: 0.5196 loss_bbox_0: 0.3185 loss_giou_0: 0.5361 loss_ce_1: 0.4114 loss_bbox_1: 0.224 loss_giou_1: 0.3946 loss_ce_2: 0.3571 loss_bbox_2: 0.201 loss_giou_2: 0.3601 loss_ce_3: 0.332 loss_bbox_3: 0.1923 loss_giou_3: 0.3492 loss_ce_4: 0.3241 loss_bbox_4: 0.1872 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:06] d2.utils.events INFO: eta: 21:02:43 iter: 179459 total_loss: 5.878 loss_ce: 0.3056 loss_bbox: 0.187 loss_giou: 0.3391 loss_ce_0: 0.5078 loss_bbox_0: 0.3234 loss_giou_0: 0.5005 loss_ce_1: 0.4117 loss_bbox_1: 0.2218 loss_giou_1: 0.3714 loss_ce_2: 0.3488 loss_bbox_2: 0.1959 loss_giou_2: 0.3479 loss_ce_3: 0.3239 loss_bbox_3: 0.1918 loss_giou_3: 0.3502 loss_ce_4: 0.3011 loss_bbox_4: 0.1894 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:12] d2.utils.events INFO: eta: 21:02:46 iter: 179479 total_loss: 5.744 loss_ce: 0.3233 loss_bbox: 0.1793 loss_giou: 0.3181 loss_ce_0: 0.5142 loss_bbox_0: 0.3264 loss_giou_0: 0.5001 loss_ce_1: 0.4214 loss_bbox_1: 0.2169 loss_giou_1: 0.3697 loss_ce_2: 0.3691 loss_bbox_2: 0.196 loss_giou_2: 0.3333 loss_ce_3: 0.3344 loss_bbox_3: 0.1846 loss_giou_3: 0.3231 loss_ce_4: 0.3253 loss_bbox_4: 0.1829 loss_giou_4: 0.3219 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:17] d2.utils.events INFO: eta: 21:03:13 iter: 179499 total_loss: 5.875 loss_ce: 0.2926 loss_bbox: 0.1809 loss_giou: 0.3594 loss_ce_0: 0.5112 loss_bbox_0: 0.3137 loss_giou_0: 0.5559 loss_ce_1: 0.3894 loss_bbox_1: 0.2122 loss_giou_1: 0.411 loss_ce_2: 0.3282 loss_bbox_2: 0.1908 loss_giou_2: 0.3762 loss_ce_3: 0.3078 loss_bbox_3: 0.1886 loss_giou_3: 0.3704 loss_ce_4: 0.2966 loss_bbox_4: 0.1816 loss_giou_4: 0.3633 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:23] d2.utils.events INFO: eta: 21:02:11 iter: 179519 total_loss: 5.558 loss_ce: 0.2917 loss_bbox: 0.1779 loss_giou: 0.329 loss_ce_0: 0.5009 loss_bbox_0: 0.3147 loss_giou_0: 0.5198 loss_ce_1: 0.3896 loss_bbox_1: 0.2045 loss_giou_1: 0.3829 loss_ce_2: 0.3239 loss_bbox_2: 0.1917 loss_giou_2: 0.3517 loss_ce_3: 0.2993 loss_bbox_3: 0.1858 loss_giou_3: 0.3341 loss_ce_4: 0.2889 loss_bbox_4: 0.1803 loss_giou_4: 0.3325 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:29] d2.utils.events INFO: eta: 21:01:54 iter: 179539 total_loss: 5.817 loss_ce: 0.2906 loss_bbox: 0.1908 loss_giou: 0.3531 loss_ce_0: 0.4962 loss_bbox_0: 0.3114 loss_giou_0: 0.5195 loss_ce_1: 0.3818 loss_bbox_1: 0.222 loss_giou_1: 0.3951 loss_ce_2: 0.3246 loss_bbox_2: 0.2032 loss_giou_2: 0.3725 loss_ce_3: 0.3069 loss_bbox_3: 0.1981 loss_giou_3: 0.3623 loss_ce_4: 0.2871 loss_bbox_4: 0.1935 loss_giou_4: 0.3551 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:34] d2.utils.events INFO: eta: 21:01:35 iter: 179559 total_loss: 6.001 loss_ce: 0.3061 loss_bbox: 0.1908 loss_giou: 0.3474 loss_ce_0: 0.5069 loss_bbox_0: 0.3154 loss_giou_0: 0.5359 loss_ce_1: 0.4002 loss_bbox_1: 0.2229 loss_giou_1: 0.3919 loss_ce_2: 0.3435 loss_bbox_2: 0.1982 loss_giou_2: 0.3676 loss_ce_3: 0.3077 loss_bbox_3: 0.1934 loss_giou_3: 0.3548 loss_ce_4: 0.3104 loss_bbox_4: 0.1908 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:40] d2.utils.events INFO: eta: 21:01:13 iter: 179579 total_loss: 5.665 loss_ce: 0.3029 loss_bbox: 0.1708 loss_giou: 0.3336 loss_ce_0: 0.5102 loss_bbox_0: 0.3099 loss_giou_0: 0.5279 loss_ce_1: 0.4009 loss_bbox_1: 0.2079 loss_giou_1: 0.3821 loss_ce_2: 0.3394 loss_bbox_2: 0.1843 loss_giou_2: 0.3453 loss_ce_3: 0.3145 loss_bbox_3: 0.1774 loss_giou_3: 0.3378 loss_ce_4: 0.3023 loss_bbox_4: 0.1743 loss_giou_4: 0.3365 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:45] d2.utils.events INFO: eta: 21:01:22 iter: 179599 total_loss: 5.929 loss_ce: 0.2846 loss_bbox: 0.175 loss_giou: 0.3509 loss_ce_0: 0.5112 loss_bbox_0: 0.2998 loss_giou_0: 0.5404 loss_ce_1: 0.3953 loss_bbox_1: 0.205 loss_giou_1: 0.3933 loss_ce_2: 0.3242 loss_bbox_2: 0.1914 loss_giou_2: 0.3669 loss_ce_3: 0.2944 loss_bbox_3: 0.1846 loss_giou_3: 0.3579 loss_ce_4: 0.287 loss_bbox_4: 0.1813 loss_giou_4: 0.3519 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:51] d2.utils.events INFO: eta: 21:01:26 iter: 179619 total_loss: 5.724 loss_ce: 0.2876 loss_bbox: 0.1837 loss_giou: 0.3471 loss_ce_0: 0.497 loss_bbox_0: 0.3089 loss_giou_0: 0.5333 loss_ce_1: 0.3859 loss_bbox_1: 0.2138 loss_giou_1: 0.4037 loss_ce_2: 0.331 loss_bbox_2: 0.1997 loss_giou_2: 0.3694 loss_ce_3: 0.2948 loss_bbox_3: 0.1921 loss_giou_3: 0.3538 loss_ce_4: 0.2871 loss_bbox_4: 0.1875 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:51:57] d2.utils.events INFO: eta: 21:01:13 iter: 179639 total_loss: 5.705 loss_ce: 0.2984 loss_bbox: 0.1912 loss_giou: 0.3185 loss_ce_0: 0.5127 loss_bbox_0: 0.3214 loss_giou_0: 0.5065 loss_ce_1: 0.4135 loss_bbox_1: 0.2266 loss_giou_1: 0.3692 loss_ce_2: 0.336 loss_bbox_2: 0.2034 loss_giou_2: 0.3381 loss_ce_3: 0.3084 loss_bbox_3: 0.1967 loss_giou_3: 0.3264 loss_ce_4: 0.3013 loss_bbox_4: 0.1926 loss_giou_4: 0.319 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:03] d2.utils.events INFO: eta: 21:00:42 iter: 179659 total_loss: 5.982 loss_ce: 0.3206 loss_bbox: 0.1936 loss_giou: 0.3599 loss_ce_0: 0.5343 loss_bbox_0: 0.3153 loss_giou_0: 0.5344 loss_ce_1: 0.4215 loss_bbox_1: 0.2339 loss_giou_1: 0.4049 loss_ce_2: 0.3718 loss_bbox_2: 0.2131 loss_giou_2: 0.3767 loss_ce_3: 0.3188 loss_bbox_3: 0.2029 loss_giou_3: 0.3685 loss_ce_4: 0.3205 loss_bbox_4: 0.2002 loss_giou_4: 0.3641 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:08] d2.utils.events INFO: eta: 21:00:24 iter: 179679 total_loss: 5.576 loss_ce: 0.3061 loss_bbox: 0.2017 loss_giou: 0.3251 loss_ce_0: 0.5125 loss_bbox_0: 0.3303 loss_giou_0: 0.502 loss_ce_1: 0.4105 loss_bbox_1: 0.2345 loss_giou_1: 0.3771 loss_ce_2: 0.3514 loss_bbox_2: 0.2134 loss_giou_2: 0.3415 loss_ce_3: 0.3176 loss_bbox_3: 0.2067 loss_giou_3: 0.3343 loss_ce_4: 0.304 loss_bbox_4: 0.2016 loss_giou_4: 0.3273 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:14] d2.utils.events INFO: eta: 21:00:11 iter: 179699 total_loss: 5.995 loss_ce: 0.3217 loss_bbox: 0.1952 loss_giou: 0.3539 loss_ce_0: 0.5221 loss_bbox_0: 0.3435 loss_giou_0: 0.5507 loss_ce_1: 0.4285 loss_bbox_1: 0.2373 loss_giou_1: 0.4019 loss_ce_2: 0.3655 loss_bbox_2: 0.2069 loss_giou_2: 0.365 loss_ce_3: 0.3358 loss_bbox_3: 0.1996 loss_giou_3: 0.3571 loss_ce_4: 0.328 loss_bbox_4: 0.1966 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:20] d2.utils.events INFO: eta: 20:59:59 iter: 179719 total_loss: 5.769 loss_ce: 0.2878 loss_bbox: 0.1958 loss_giou: 0.3345 loss_ce_0: 0.5193 loss_bbox_0: 0.3317 loss_giou_0: 0.5238 loss_ce_1: 0.4121 loss_bbox_1: 0.2366 loss_giou_1: 0.383 loss_ce_2: 0.339 loss_bbox_2: 0.2112 loss_giou_2: 0.3534 loss_ce_3: 0.319 loss_bbox_3: 0.2018 loss_giou_3: 0.3414 loss_ce_4: 0.2888 loss_bbox_4: 0.195 loss_giou_4: 0.3351 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:25] d2.utils.events INFO: eta: 20:59:46 iter: 179739 total_loss: 5.886 loss_ce: 0.3051 loss_bbox: 0.1853 loss_giou: 0.3275 loss_ce_0: 0.5238 loss_bbox_0: 0.326 loss_giou_0: 0.5143 loss_ce_1: 0.4072 loss_bbox_1: 0.2241 loss_giou_1: 0.3783 loss_ce_2: 0.3494 loss_bbox_2: 0.2054 loss_giou_2: 0.3501 loss_ce_3: 0.322 loss_bbox_3: 0.1906 loss_giou_3: 0.3351 loss_ce_4: 0.3142 loss_bbox_4: 0.1906 loss_giou_4: 0.3287 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:31] d2.utils.events INFO: eta: 20:59:48 iter: 179759 total_loss: 5.759 loss_ce: 0.3121 loss_bbox: 0.1767 loss_giou: 0.3491 loss_ce_0: 0.4946 loss_bbox_0: 0.3054 loss_giou_0: 0.5295 loss_ce_1: 0.4148 loss_bbox_1: 0.2078 loss_giou_1: 0.4027 loss_ce_2: 0.3431 loss_bbox_2: 0.1895 loss_giou_2: 0.3677 loss_ce_3: 0.3147 loss_bbox_3: 0.1798 loss_giou_3: 0.3571 loss_ce_4: 0.3097 loss_bbox_4: 0.1767 loss_giou_4: 0.3503 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:37] d2.utils.events INFO: eta: 20:59:36 iter: 179779 total_loss: 5.689 loss_ce: 0.2755 loss_bbox: 0.1897 loss_giou: 0.3427 loss_ce_0: 0.4808 loss_bbox_0: 0.3166 loss_giou_0: 0.534 loss_ce_1: 0.3792 loss_bbox_1: 0.2211 loss_giou_1: 0.3967 loss_ce_2: 0.3219 loss_bbox_2: 0.1993 loss_giou_2: 0.3612 loss_ce_3: 0.2823 loss_bbox_3: 0.1953 loss_giou_3: 0.3511 loss_ce_4: 0.2782 loss_bbox_4: 0.1925 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:42] d2.utils.events INFO: eta: 21:00:12 iter: 179799 total_loss: 5.551 loss_ce: 0.291 loss_bbox: 0.1852 loss_giou: 0.324 loss_ce_0: 0.491 loss_bbox_0: 0.3169 loss_giou_0: 0.5082 loss_ce_1: 0.3957 loss_bbox_1: 0.2255 loss_giou_1: 0.3661 loss_ce_2: 0.3409 loss_bbox_2: 0.2033 loss_giou_2: 0.3537 loss_ce_3: 0.3125 loss_bbox_3: 0.1941 loss_giou_3: 0.3345 loss_ce_4: 0.3027 loss_bbox_4: 0.1887 loss_giou_4: 0.326 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:48] d2.utils.events INFO: eta: 21:00:06 iter: 179819 total_loss: 5.711 loss_ce: 0.2964 loss_bbox: 0.1751 loss_giou: 0.3357 loss_ce_0: 0.4984 loss_bbox_0: 0.3112 loss_giou_0: 0.5073 loss_ce_1: 0.395 loss_bbox_1: 0.2073 loss_giou_1: 0.3752 loss_ce_2: 0.3465 loss_bbox_2: 0.1868 loss_giou_2: 0.3436 loss_ce_3: 0.3011 loss_bbox_3: 0.1827 loss_giou_3: 0.343 loss_ce_4: 0.2921 loss_bbox_4: 0.1769 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:54] d2.utils.events INFO: eta: 21:00:17 iter: 179839 total_loss: 5.635 loss_ce: 0.2967 loss_bbox: 0.1723 loss_giou: 0.3273 loss_ce_0: 0.5083 loss_bbox_0: 0.2945 loss_giou_0: 0.5165 loss_ce_1: 0.4064 loss_bbox_1: 0.2073 loss_giou_1: 0.3894 loss_ce_2: 0.3266 loss_bbox_2: 0.1833 loss_giou_2: 0.3484 loss_ce_3: 0.3072 loss_bbox_3: 0.1744 loss_giou_3: 0.3373 loss_ce_4: 0.2939 loss_bbox_4: 0.1723 loss_giou_4: 0.3339 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:52:59] d2.utils.events INFO: eta: 21:00:06 iter: 179859 total_loss: 5.782 loss_ce: 0.3008 loss_bbox: 0.1865 loss_giou: 0.3492 loss_ce_0: 0.5079 loss_bbox_0: 0.313 loss_giou_0: 0.5063 loss_ce_1: 0.3986 loss_bbox_1: 0.2243 loss_giou_1: 0.3994 loss_ce_2: 0.3422 loss_bbox_2: 0.2041 loss_giou_2: 0.3694 loss_ce_3: 0.3184 loss_bbox_3: 0.196 loss_giou_3: 0.3557 loss_ce_4: 0.2994 loss_bbox_4: 0.1898 loss_giou_4: 0.3513 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:05] d2.utils.events INFO: eta: 20:59:52 iter: 179879 total_loss: 5.65 loss_ce: 0.2837 loss_bbox: 0.1981 loss_giou: 0.3254 loss_ce_0: 0.5021 loss_bbox_0: 0.3278 loss_giou_0: 0.5036 loss_ce_1: 0.3935 loss_bbox_1: 0.2243 loss_giou_1: 0.3691 loss_ce_2: 0.3281 loss_bbox_2: 0.2035 loss_giou_2: 0.34 loss_ce_3: 0.298 loss_bbox_3: 0.2022 loss_giou_3: 0.342 loss_ce_4: 0.292 loss_bbox_4: 0.2018 loss_giou_4: 0.3317 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:11] d2.utils.events INFO: eta: 20:59:21 iter: 179899 total_loss: 5.406 loss_ce: 0.295 loss_bbox: 0.1778 loss_giou: 0.3145 loss_ce_0: 0.4926 loss_bbox_0: 0.2961 loss_giou_0: 0.5086 loss_ce_1: 0.404 loss_bbox_1: 0.2049 loss_giou_1: 0.3715 loss_ce_2: 0.3237 loss_bbox_2: 0.1846 loss_giou_2: 0.3388 loss_ce_3: 0.2932 loss_bbox_3: 0.1846 loss_giou_3: 0.3271 loss_ce_4: 0.2892 loss_bbox_4: 0.1776 loss_giou_4: 0.3178 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:16] d2.utils.events INFO: eta: 20:59:21 iter: 179919 total_loss: 5.699 loss_ce: 0.2861 loss_bbox: 0.1852 loss_giou: 0.3362 loss_ce_0: 0.5128 loss_bbox_0: 0.3026 loss_giou_0: 0.5365 loss_ce_1: 0.3919 loss_bbox_1: 0.2102 loss_giou_1: 0.3905 loss_ce_2: 0.3268 loss_bbox_2: 0.1993 loss_giou_2: 0.3585 loss_ce_3: 0.2935 loss_bbox_3: 0.2004 loss_giou_3: 0.3456 loss_ce_4: 0.2874 loss_bbox_4: 0.1918 loss_giou_4: 0.3408 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:22] d2.utils.events INFO: eta: 20:59:16 iter: 179939 total_loss: 5.832 loss_ce: 0.2987 loss_bbox: 0.1893 loss_giou: 0.3273 loss_ce_0: 0.5154 loss_bbox_0: 0.3197 loss_giou_0: 0.5293 loss_ce_1: 0.4157 loss_bbox_1: 0.2281 loss_giou_1: 0.3933 loss_ce_2: 0.3433 loss_bbox_2: 0.2059 loss_giou_2: 0.3549 loss_ce_3: 0.3044 loss_bbox_3: 0.2004 loss_giou_3: 0.3424 loss_ce_4: 0.3018 loss_bbox_4: 0.1912 loss_giou_4: 0.3338 time: 0.2802 data_time: 0.0175 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:28] d2.utils.events INFO: eta: 20:59:18 iter: 179959 total_loss: 6.008 loss_ce: 0.3131 loss_bbox: 0.1839 loss_giou: 0.3561 loss_ce_0: 0.5169 loss_bbox_0: 0.3139 loss_giou_0: 0.544 loss_ce_1: 0.4126 loss_bbox_1: 0.2222 loss_giou_1: 0.4155 loss_ce_2: 0.3514 loss_bbox_2: 0.1982 loss_giou_2: 0.379 loss_ce_3: 0.3166 loss_bbox_3: 0.1933 loss_giou_3: 0.3658 loss_ce_4: 0.3118 loss_bbox_4: 0.1885 loss_giou_4: 0.3637 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:33] d2.utils.events INFO: eta: 20:59:20 iter: 179979 total_loss: 5.656 loss_ce: 0.287 loss_bbox: 0.1881 loss_giou: 0.3473 loss_ce_0: 0.4935 loss_bbox_0: 0.3134 loss_giou_0: 0.5179 loss_ce_1: 0.3944 loss_bbox_1: 0.2225 loss_giou_1: 0.4053 loss_ce_2: 0.3395 loss_bbox_2: 0.207 loss_giou_2: 0.3725 loss_ce_3: 0.2971 loss_bbox_3: 0.1975 loss_giou_3: 0.3584 loss_ce_4: 0.2916 loss_bbox_4: 0.192 loss_giou_4: 0.3517 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:39] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0179999.pth [11/03 03:53:41] d2.utils.events INFO: eta: 20:58:59 iter: 179999 total_loss: 5.598 loss_ce: 0.2838 loss_bbox: 0.1845 loss_giou: 0.3521 loss_ce_0: 0.4719 loss_bbox_0: 0.3098 loss_giou_0: 0.5347 loss_ce_1: 0.3683 loss_bbox_1: 0.2215 loss_giou_1: 0.4118 loss_ce_2: 0.3147 loss_bbox_2: 0.2043 loss_giou_2: 0.379 loss_ce_3: 0.2906 loss_bbox_3: 0.1963 loss_giou_3: 0.3609 loss_ce_4: 0.289 loss_bbox_4: 0.1869 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:47] d2.utils.events INFO: eta: 20:58:48 iter: 180019 total_loss: 5.365 loss_ce: 0.2582 loss_bbox: 0.1894 loss_giou: 0.3359 loss_ce_0: 0.4873 loss_bbox_0: 0.3001 loss_giou_0: 0.5025 loss_ce_1: 0.3683 loss_bbox_1: 0.2148 loss_giou_1: 0.3813 loss_ce_2: 0.3083 loss_bbox_2: 0.1999 loss_giou_2: 0.3531 loss_ce_3: 0.2812 loss_bbox_3: 0.1951 loss_giou_3: 0.3454 loss_ce_4: 0.2682 loss_bbox_4: 0.1913 loss_giou_4: 0.3422 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:52] d2.utils.events INFO: eta: 20:58:32 iter: 180039 total_loss: 5.827 loss_ce: 0.2801 loss_bbox: 0.186 loss_giou: 0.3673 loss_ce_0: 0.5047 loss_bbox_0: 0.3254 loss_giou_0: 0.5316 loss_ce_1: 0.3867 loss_bbox_1: 0.2144 loss_giou_1: 0.4093 loss_ce_2: 0.3349 loss_bbox_2: 0.1934 loss_giou_2: 0.384 loss_ce_3: 0.2977 loss_bbox_3: 0.19 loss_giou_3: 0.3731 loss_ce_4: 0.2757 loss_bbox_4: 0.1852 loss_giou_4: 0.3712 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 03:53:58] d2.utils.events INFO: eta: 20:58:58 iter: 180059 total_loss: 5.957 loss_ce: 0.3117 loss_bbox: 0.1874 loss_giou: 0.3449 loss_ce_0: 0.5212 loss_bbox_0: 0.3247 loss_giou_0: 0.5328 loss_ce_1: 0.435 loss_bbox_1: 0.2237 loss_giou_1: 0.393 loss_ce_2: 0.3634 loss_bbox_2: 0.2015 loss_giou_2: 0.3615 loss_ce_3: 0.3197 loss_bbox_3: 0.1933 loss_giou_3: 0.3544 loss_ce_4: 0.3152 loss_bbox_4: 0.1882 loss_giou_4: 0.3493 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:04] d2.utils.events INFO: eta: 20:58:36 iter: 180079 total_loss: 5.541 loss_ce: 0.3021 loss_bbox: 0.1816 loss_giou: 0.3438 loss_ce_0: 0.4923 loss_bbox_0: 0.3054 loss_giou_0: 0.5428 loss_ce_1: 0.3923 loss_bbox_1: 0.2178 loss_giou_1: 0.3913 loss_ce_2: 0.3369 loss_bbox_2: 0.2002 loss_giou_2: 0.3615 loss_ce_3: 0.3168 loss_bbox_3: 0.185 loss_giou_3: 0.3544 loss_ce_4: 0.3063 loss_bbox_4: 0.1834 loss_giou_4: 0.3454 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:09] d2.utils.events INFO: eta: 20:58:16 iter: 180099 total_loss: 5.597 loss_ce: 0.2808 loss_bbox: 0.1888 loss_giou: 0.3168 loss_ce_0: 0.4814 loss_bbox_0: 0.3145 loss_giou_0: 0.487 loss_ce_1: 0.3897 loss_bbox_1: 0.2239 loss_giou_1: 0.3767 loss_ce_2: 0.3287 loss_bbox_2: 0.2067 loss_giou_2: 0.338 loss_ce_3: 0.3014 loss_bbox_3: 0.1962 loss_giou_3: 0.3304 loss_ce_4: 0.2839 loss_bbox_4: 0.1905 loss_giou_4: 0.3223 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:15] d2.utils.events INFO: eta: 20:58:20 iter: 180119 total_loss: 5.861 loss_ce: 0.3014 loss_bbox: 0.18 loss_giou: 0.3316 loss_ce_0: 0.5014 loss_bbox_0: 0.314 loss_giou_0: 0.507 loss_ce_1: 0.397 loss_bbox_1: 0.2209 loss_giou_1: 0.3813 loss_ce_2: 0.3425 loss_bbox_2: 0.1988 loss_giou_2: 0.3521 loss_ce_3: 0.3141 loss_bbox_3: 0.1893 loss_giou_3: 0.3466 loss_ce_4: 0.3033 loss_bbox_4: 0.1848 loss_giou_4: 0.3384 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:21] d2.utils.events INFO: eta: 20:58:08 iter: 180139 total_loss: 5.668 loss_ce: 0.2927 loss_bbox: 0.1796 loss_giou: 0.328 loss_ce_0: 0.4903 loss_bbox_0: 0.3205 loss_giou_0: 0.5221 loss_ce_1: 0.3877 loss_bbox_1: 0.2158 loss_giou_1: 0.3795 loss_ce_2: 0.3239 loss_bbox_2: 0.1949 loss_giou_2: 0.3432 loss_ce_3: 0.2923 loss_bbox_3: 0.1888 loss_giou_3: 0.3341 loss_ce_4: 0.2883 loss_bbox_4: 0.1856 loss_giou_4: 0.3322 time: 0.2802 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:26] d2.utils.events INFO: eta: 20:58:14 iter: 180159 total_loss: 5.706 loss_ce: 0.3031 loss_bbox: 0.1857 loss_giou: 0.3507 loss_ce_0: 0.5027 loss_bbox_0: 0.334 loss_giou_0: 0.5454 loss_ce_1: 0.4159 loss_bbox_1: 0.2242 loss_giou_1: 0.3917 loss_ce_2: 0.3386 loss_bbox_2: 0.1988 loss_giou_2: 0.3613 loss_ce_3: 0.3118 loss_bbox_3: 0.1926 loss_giou_3: 0.3504 loss_ce_4: 0.3062 loss_bbox_4: 0.1877 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:32] d2.utils.events INFO: eta: 20:58:16 iter: 180179 total_loss: 5.947 loss_ce: 0.3298 loss_bbox: 0.1857 loss_giou: 0.346 loss_ce_0: 0.5356 loss_bbox_0: 0.3343 loss_giou_0: 0.5405 loss_ce_1: 0.4409 loss_bbox_1: 0.236 loss_giou_1: 0.4069 loss_ce_2: 0.3771 loss_bbox_2: 0.1944 loss_giou_2: 0.373 loss_ce_3: 0.3406 loss_bbox_3: 0.19 loss_giou_3: 0.3585 loss_ce_4: 0.3293 loss_bbox_4: 0.1876 loss_giou_4: 0.3553 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:38] d2.utils.events INFO: eta: 20:58:32 iter: 180199 total_loss: 5.898 loss_ce: 0.3047 loss_bbox: 0.1947 loss_giou: 0.3407 loss_ce_0: 0.507 loss_bbox_0: 0.3216 loss_giou_0: 0.5294 loss_ce_1: 0.412 loss_bbox_1: 0.2226 loss_giou_1: 0.3928 loss_ce_2: 0.3483 loss_bbox_2: 0.2069 loss_giou_2: 0.362 loss_ce_3: 0.3226 loss_bbox_3: 0.2055 loss_giou_3: 0.3504 loss_ce_4: 0.312 loss_bbox_4: 0.1966 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:43] d2.utils.events INFO: eta: 20:58:13 iter: 180219 total_loss: 6.073 loss_ce: 0.3262 loss_bbox: 0.194 loss_giou: 0.3563 loss_ce_0: 0.5112 loss_bbox_0: 0.3277 loss_giou_0: 0.5402 loss_ce_1: 0.4077 loss_bbox_1: 0.2262 loss_giou_1: 0.3966 loss_ce_2: 0.362 loss_bbox_2: 0.2007 loss_giou_2: 0.3685 loss_ce_3: 0.335 loss_bbox_3: 0.1957 loss_giou_3: 0.3607 loss_ce_4: 0.3268 loss_bbox_4: 0.1971 loss_giou_4: 0.3555 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:49] d2.utils.events INFO: eta: 20:58:24 iter: 180239 total_loss: 5.544 loss_ce: 0.2967 loss_bbox: 0.1843 loss_giou: 0.3255 loss_ce_0: 0.4972 loss_bbox_0: 0.3207 loss_giou_0: 0.5066 loss_ce_1: 0.4022 loss_bbox_1: 0.2204 loss_giou_1: 0.379 loss_ce_2: 0.3368 loss_bbox_2: 0.1992 loss_giou_2: 0.3423 loss_ce_3: 0.3049 loss_bbox_3: 0.1874 loss_giou_3: 0.3293 loss_ce_4: 0.296 loss_bbox_4: 0.1825 loss_giou_4: 0.3245 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:54:55] d2.utils.events INFO: eta: 20:58:04 iter: 180259 total_loss: 5.743 loss_ce: 0.297 loss_bbox: 0.1827 loss_giou: 0.3336 loss_ce_0: 0.5071 loss_bbox_0: 0.3065 loss_giou_0: 0.5018 loss_ce_1: 0.3931 loss_bbox_1: 0.2141 loss_giou_1: 0.3867 loss_ce_2: 0.3403 loss_bbox_2: 0.1917 loss_giou_2: 0.345 loss_ce_3: 0.3001 loss_bbox_3: 0.1848 loss_giou_3: 0.3374 loss_ce_4: 0.2982 loss_bbox_4: 0.1847 loss_giou_4: 0.3337 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:00] d2.utils.events INFO: eta: 20:58:21 iter: 180279 total_loss: 5.848 loss_ce: 0.3139 loss_bbox: 0.192 loss_giou: 0.3436 loss_ce_0: 0.5121 loss_bbox_0: 0.3256 loss_giou_0: 0.5209 loss_ce_1: 0.4096 loss_bbox_1: 0.2242 loss_giou_1: 0.3933 loss_ce_2: 0.351 loss_bbox_2: 0.2045 loss_giou_2: 0.3548 loss_ce_3: 0.3288 loss_bbox_3: 0.2005 loss_giou_3: 0.3504 loss_ce_4: 0.3199 loss_bbox_4: 0.1936 loss_giou_4: 0.3472 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:06] d2.utils.events INFO: eta: 20:58:20 iter: 180299 total_loss: 5.918 loss_ce: 0.2904 loss_bbox: 0.1929 loss_giou: 0.3312 loss_ce_0: 0.5433 loss_bbox_0: 0.3202 loss_giou_0: 0.5067 loss_ce_1: 0.4286 loss_bbox_1: 0.2297 loss_giou_1: 0.3677 loss_ce_2: 0.3753 loss_bbox_2: 0.2129 loss_giou_2: 0.3495 loss_ce_3: 0.3187 loss_bbox_3: 0.1998 loss_giou_3: 0.332 loss_ce_4: 0.3069 loss_bbox_4: 0.1924 loss_giou_4: 0.3361 time: 0.2802 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:12] d2.utils.events INFO: eta: 20:58:15 iter: 180319 total_loss: 5.752 loss_ce: 0.2973 loss_bbox: 0.1895 loss_giou: 0.3438 loss_ce_0: 0.5094 loss_bbox_0: 0.3069 loss_giou_0: 0.5028 loss_ce_1: 0.4082 loss_bbox_1: 0.2163 loss_giou_1: 0.4006 loss_ce_2: 0.3357 loss_bbox_2: 0.1984 loss_giou_2: 0.3641 loss_ce_3: 0.3061 loss_bbox_3: 0.1892 loss_giou_3: 0.36 loss_ce_4: 0.3005 loss_bbox_4: 0.193 loss_giou_4: 0.3507 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:17] d2.utils.events INFO: eta: 20:57:56 iter: 180339 total_loss: 5.674 loss_ce: 0.302 loss_bbox: 0.1773 loss_giou: 0.3268 loss_ce_0: 0.4883 loss_bbox_0: 0.2965 loss_giou_0: 0.511 loss_ce_1: 0.3787 loss_bbox_1: 0.213 loss_giou_1: 0.3678 loss_ce_2: 0.3392 loss_bbox_2: 0.1898 loss_giou_2: 0.3438 loss_ce_3: 0.3045 loss_bbox_3: 0.1799 loss_giou_3: 0.3369 loss_ce_4: 0.3051 loss_bbox_4: 0.1812 loss_giou_4: 0.3351 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:23] d2.utils.events INFO: eta: 20:57:36 iter: 180359 total_loss: 5.583 loss_ce: 0.2936 loss_bbox: 0.1736 loss_giou: 0.3384 loss_ce_0: 0.5152 loss_bbox_0: 0.306 loss_giou_0: 0.5294 loss_ce_1: 0.3836 loss_bbox_1: 0.211 loss_giou_1: 0.3934 loss_ce_2: 0.3333 loss_bbox_2: 0.1899 loss_giou_2: 0.3603 loss_ce_3: 0.3003 loss_bbox_3: 0.1782 loss_giou_3: 0.3456 loss_ce_4: 0.2885 loss_bbox_4: 0.1785 loss_giou_4: 0.3427 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:29] d2.utils.events INFO: eta: 20:57:28 iter: 180379 total_loss: 5.725 loss_ce: 0.2948 loss_bbox: 0.1779 loss_giou: 0.3448 loss_ce_0: 0.5012 loss_bbox_0: 0.3158 loss_giou_0: 0.5333 loss_ce_1: 0.3953 loss_bbox_1: 0.2149 loss_giou_1: 0.3911 loss_ce_2: 0.329 loss_bbox_2: 0.192 loss_giou_2: 0.3634 loss_ce_3: 0.3022 loss_bbox_3: 0.1867 loss_giou_3: 0.3453 loss_ce_4: 0.2974 loss_bbox_4: 0.1821 loss_giou_4: 0.3453 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:34] d2.utils.events INFO: eta: 20:57:33 iter: 180399 total_loss: 5.631 loss_ce: 0.2927 loss_bbox: 0.1755 loss_giou: 0.3271 loss_ce_0: 0.5066 loss_bbox_0: 0.2983 loss_giou_0: 0.5229 loss_ce_1: 0.403 loss_bbox_1: 0.2047 loss_giou_1: 0.386 loss_ce_2: 0.33 loss_bbox_2: 0.1922 loss_giou_2: 0.3498 loss_ce_3: 0.3058 loss_bbox_3: 0.1811 loss_giou_3: 0.3395 loss_ce_4: 0.299 loss_bbox_4: 0.1771 loss_giou_4: 0.331 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:40] d2.utils.events INFO: eta: 20:57:45 iter: 180419 total_loss: 5.979 loss_ce: 0.308 loss_bbox: 0.1938 loss_giou: 0.3496 loss_ce_0: 0.5235 loss_bbox_0: 0.3141 loss_giou_0: 0.5239 loss_ce_1: 0.4111 loss_bbox_1: 0.2285 loss_giou_1: 0.3953 loss_ce_2: 0.3398 loss_bbox_2: 0.2081 loss_giou_2: 0.3685 loss_ce_3: 0.311 loss_bbox_3: 0.1965 loss_giou_3: 0.3591 loss_ce_4: 0.3067 loss_bbox_4: 0.1929 loss_giou_4: 0.3531 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:46] d2.utils.events INFO: eta: 20:57:33 iter: 180439 total_loss: 5.779 loss_ce: 0.3075 loss_bbox: 0.1818 loss_giou: 0.3141 loss_ce_0: 0.5214 loss_bbox_0: 0.3078 loss_giou_0: 0.4855 loss_ce_1: 0.4165 loss_bbox_1: 0.2215 loss_giou_1: 0.36 loss_ce_2: 0.3544 loss_bbox_2: 0.1977 loss_giou_2: 0.3323 loss_ce_3: 0.3164 loss_bbox_3: 0.187 loss_giou_3: 0.3224 loss_ce_4: 0.3138 loss_bbox_4: 0.1844 loss_giou_4: 0.3142 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:51] d2.utils.events INFO: eta: 20:57:08 iter: 180459 total_loss: 5.618 loss_ce: 0.2846 loss_bbox: 0.1842 loss_giou: 0.3354 loss_ce_0: 0.4929 loss_bbox_0: 0.3054 loss_giou_0: 0.5078 loss_ce_1: 0.3908 loss_bbox_1: 0.2293 loss_giou_1: 0.381 loss_ce_2: 0.32 loss_bbox_2: 0.2034 loss_giou_2: 0.3518 loss_ce_3: 0.29 loss_bbox_3: 0.1941 loss_giou_3: 0.344 loss_ce_4: 0.2736 loss_bbox_4: 0.1941 loss_giou_4: 0.3385 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 03:55:57] d2.utils.events INFO: eta: 20:57:00 iter: 180479 total_loss: 6.03 loss_ce: 0.3096 loss_bbox: 0.2007 loss_giou: 0.3669 loss_ce_0: 0.5299 loss_bbox_0: 0.3171 loss_giou_0: 0.5606 loss_ce_1: 0.4166 loss_bbox_1: 0.2274 loss_giou_1: 0.4138 loss_ce_2: 0.352 loss_bbox_2: 0.2053 loss_giou_2: 0.386 loss_ce_3: 0.319 loss_bbox_3: 0.1989 loss_giou_3: 0.3762 loss_ce_4: 0.3121 loss_bbox_4: 0.1974 loss_giou_4: 0.3673 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:02] d2.utils.events INFO: eta: 20:56:39 iter: 180499 total_loss: 5.642 loss_ce: 0.3083 loss_bbox: 0.1826 loss_giou: 0.3293 loss_ce_0: 0.5177 loss_bbox_0: 0.3186 loss_giou_0: 0.516 loss_ce_1: 0.4079 loss_bbox_1: 0.2143 loss_giou_1: 0.3765 loss_ce_2: 0.353 loss_bbox_2: 0.1944 loss_giou_2: 0.3453 loss_ce_3: 0.3129 loss_bbox_3: 0.1869 loss_giou_3: 0.3356 loss_ce_4: 0.2969 loss_bbox_4: 0.1847 loss_giou_4: 0.3326 time: 0.2802 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:08] d2.utils.events INFO: eta: 20:56:47 iter: 180519 total_loss: 5.523 loss_ce: 0.2674 loss_bbox: 0.1828 loss_giou: 0.339 loss_ce_0: 0.4739 loss_bbox_0: 0.2917 loss_giou_0: 0.5277 loss_ce_1: 0.3699 loss_bbox_1: 0.2083 loss_giou_1: 0.3814 loss_ce_2: 0.3101 loss_bbox_2: 0.1951 loss_giou_2: 0.3574 loss_ce_3: 0.2779 loss_bbox_3: 0.1844 loss_giou_3: 0.3443 loss_ce_4: 0.2677 loss_bbox_4: 0.1828 loss_giou_4: 0.3417 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:14] d2.utils.events INFO: eta: 20:57:11 iter: 180539 total_loss: 5.794 loss_ce: 0.2936 loss_bbox: 0.1919 loss_giou: 0.3364 loss_ce_0: 0.5082 loss_bbox_0: 0.3273 loss_giou_0: 0.5239 loss_ce_1: 0.415 loss_bbox_1: 0.2193 loss_giou_1: 0.3839 loss_ce_2: 0.3486 loss_bbox_2: 0.199 loss_giou_2: 0.3546 loss_ce_3: 0.3112 loss_bbox_3: 0.1987 loss_giou_3: 0.3462 loss_ce_4: 0.2979 loss_bbox_4: 0.1944 loss_giou_4: 0.336 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:20] d2.utils.events INFO: eta: 20:57:29 iter: 180559 total_loss: 5.83 loss_ce: 0.2909 loss_bbox: 0.2011 loss_giou: 0.3352 loss_ce_0: 0.4937 loss_bbox_0: 0.3449 loss_giou_0: 0.5257 loss_ce_1: 0.389 loss_bbox_1: 0.235 loss_giou_1: 0.3826 loss_ce_2: 0.324 loss_bbox_2: 0.2125 loss_giou_2: 0.3499 loss_ce_3: 0.3005 loss_bbox_3: 0.207 loss_giou_3: 0.3475 loss_ce_4: 0.2945 loss_bbox_4: 0.2041 loss_giou_4: 0.3406 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:25] d2.utils.events INFO: eta: 20:57:52 iter: 180579 total_loss: 5.843 loss_ce: 0.2905 loss_bbox: 0.2006 loss_giou: 0.3325 loss_ce_0: 0.5067 loss_bbox_0: 0.3352 loss_giou_0: 0.5139 loss_ce_1: 0.3927 loss_bbox_1: 0.2336 loss_giou_1: 0.3772 loss_ce_2: 0.335 loss_bbox_2: 0.2124 loss_giou_2: 0.3526 loss_ce_3: 0.2995 loss_bbox_3: 0.2076 loss_giou_3: 0.3396 loss_ce_4: 0.296 loss_bbox_4: 0.2041 loss_giou_4: 0.3358 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:31] d2.utils.events INFO: eta: 20:58:09 iter: 180599 total_loss: 5.709 loss_ce: 0.2927 loss_bbox: 0.1865 loss_giou: 0.3374 loss_ce_0: 0.5242 loss_bbox_0: 0.314 loss_giou_0: 0.5447 loss_ce_1: 0.4068 loss_bbox_1: 0.2106 loss_giou_1: 0.3811 loss_ce_2: 0.3382 loss_bbox_2: 0.1982 loss_giou_2: 0.3557 loss_ce_3: 0.311 loss_bbox_3: 0.1958 loss_giou_3: 0.3495 loss_ce_4: 0.2925 loss_bbox_4: 0.1894 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:37] d2.utils.events INFO: eta: 20:58:34 iter: 180619 total_loss: 5.687 loss_ce: 0.2826 loss_bbox: 0.1887 loss_giou: 0.3461 loss_ce_0: 0.5134 loss_bbox_0: 0.3208 loss_giou_0: 0.5228 loss_ce_1: 0.402 loss_bbox_1: 0.2145 loss_giou_1: 0.3918 loss_ce_2: 0.3292 loss_bbox_2: 0.2038 loss_giou_2: 0.3618 loss_ce_3: 0.2913 loss_bbox_3: 0.1929 loss_giou_3: 0.3546 loss_ce_4: 0.2861 loss_bbox_4: 0.1885 loss_giou_4: 0.3501 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:42] d2.utils.events INFO: eta: 20:58:23 iter: 180639 total_loss: 5.523 loss_ce: 0.2838 loss_bbox: 0.1856 loss_giou: 0.3124 loss_ce_0: 0.501 loss_bbox_0: 0.314 loss_giou_0: 0.4839 loss_ce_1: 0.3799 loss_bbox_1: 0.2162 loss_giou_1: 0.3608 loss_ce_2: 0.3149 loss_bbox_2: 0.1992 loss_giou_2: 0.3316 loss_ce_3: 0.2896 loss_bbox_3: 0.1919 loss_giou_3: 0.3226 loss_ce_4: 0.2804 loss_bbox_4: 0.1852 loss_giou_4: 0.317 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:48] d2.utils.events INFO: eta: 20:58:30 iter: 180659 total_loss: 6.046 loss_ce: 0.3128 loss_bbox: 0.1964 loss_giou: 0.3636 loss_ce_0: 0.5115 loss_bbox_0: 0.3421 loss_giou_0: 0.5533 loss_ce_1: 0.4116 loss_bbox_1: 0.2324 loss_giou_1: 0.4039 loss_ce_2: 0.3486 loss_bbox_2: 0.2102 loss_giou_2: 0.3778 loss_ce_3: 0.3226 loss_bbox_3: 0.2077 loss_giou_3: 0.3671 loss_ce_4: 0.3138 loss_bbox_4: 0.2002 loss_giou_4: 0.3639 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:54] d2.utils.events INFO: eta: 20:58:34 iter: 180679 total_loss: 5.695 loss_ce: 0.2856 loss_bbox: 0.202 loss_giou: 0.3328 loss_ce_0: 0.5205 loss_bbox_0: 0.3282 loss_giou_0: 0.5005 loss_ce_1: 0.3966 loss_bbox_1: 0.2344 loss_giou_1: 0.3804 loss_ce_2: 0.3265 loss_bbox_2: 0.2122 loss_giou_2: 0.3545 loss_ce_3: 0.3103 loss_bbox_3: 0.2049 loss_giou_3: 0.3409 loss_ce_4: 0.2932 loss_bbox_4: 0.204 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 03:56:59] d2.utils.events INFO: eta: 20:58:29 iter: 180699 total_loss: 5.807 loss_ce: 0.2907 loss_bbox: 0.1885 loss_giou: 0.3417 loss_ce_0: 0.5159 loss_bbox_0: 0.3222 loss_giou_0: 0.5391 loss_ce_1: 0.4022 loss_bbox_1: 0.2152 loss_giou_1: 0.3867 loss_ce_2: 0.3404 loss_bbox_2: 0.1936 loss_giou_2: 0.3577 loss_ce_3: 0.3034 loss_bbox_3: 0.1903 loss_giou_3: 0.3447 loss_ce_4: 0.2948 loss_bbox_4: 0.1912 loss_giou_4: 0.3415 time: 0.2802 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:05] d2.utils.events INFO: eta: 20:58:36 iter: 180719 total_loss: 6.042 loss_ce: 0.2966 loss_bbox: 0.1877 loss_giou: 0.366 loss_ce_0: 0.4979 loss_bbox_0: 0.3184 loss_giou_0: 0.5437 loss_ce_1: 0.389 loss_bbox_1: 0.2202 loss_giou_1: 0.3999 loss_ce_2: 0.3226 loss_bbox_2: 0.1949 loss_giou_2: 0.3766 loss_ce_3: 0.2897 loss_bbox_3: 0.1965 loss_giou_3: 0.3701 loss_ce_4: 0.2872 loss_bbox_4: 0.1923 loss_giou_4: 0.3642 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:11] d2.utils.events INFO: eta: 20:58:26 iter: 180739 total_loss: 5.613 loss_ce: 0.2789 loss_bbox: 0.1728 loss_giou: 0.3359 loss_ce_0: 0.4909 loss_bbox_0: 0.2847 loss_giou_0: 0.5181 loss_ce_1: 0.3882 loss_bbox_1: 0.2001 loss_giou_1: 0.3775 loss_ce_2: 0.3263 loss_bbox_2: 0.1747 loss_giou_2: 0.3572 loss_ce_3: 0.2972 loss_bbox_3: 0.1734 loss_giou_3: 0.3461 loss_ce_4: 0.2824 loss_bbox_4: 0.1723 loss_giou_4: 0.34 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:16] d2.utils.events INFO: eta: 20:58:08 iter: 180759 total_loss: 5.751 loss_ce: 0.2852 loss_bbox: 0.1908 loss_giou: 0.3152 loss_ce_0: 0.511 loss_bbox_0: 0.3255 loss_giou_0: 0.4905 loss_ce_1: 0.3946 loss_bbox_1: 0.2293 loss_giou_1: 0.3612 loss_ce_2: 0.3373 loss_bbox_2: 0.2091 loss_giou_2: 0.3339 loss_ce_3: 0.3108 loss_bbox_3: 0.1958 loss_giou_3: 0.3231 loss_ce_4: 0.2884 loss_bbox_4: 0.1935 loss_giou_4: 0.3171 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:22] d2.utils.events INFO: eta: 20:57:56 iter: 180779 total_loss: 5.812 loss_ce: 0.2885 loss_bbox: 0.1853 loss_giou: 0.3563 loss_ce_0: 0.4905 loss_bbox_0: 0.3298 loss_giou_0: 0.5357 loss_ce_1: 0.3772 loss_bbox_1: 0.2277 loss_giou_1: 0.4072 loss_ce_2: 0.3183 loss_bbox_2: 0.2067 loss_giou_2: 0.3735 loss_ce_3: 0.305 loss_bbox_3: 0.1982 loss_giou_3: 0.3675 loss_ce_4: 0.2899 loss_bbox_4: 0.1906 loss_giou_4: 0.3633 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:28] d2.utils.events INFO: eta: 20:57:44 iter: 180799 total_loss: 5.676 loss_ce: 0.3027 loss_bbox: 0.1921 loss_giou: 0.3292 loss_ce_0: 0.5088 loss_bbox_0: 0.335 loss_giou_0: 0.5257 loss_ce_1: 0.4054 loss_bbox_1: 0.2322 loss_giou_1: 0.3751 loss_ce_2: 0.3482 loss_bbox_2: 0.2134 loss_giou_2: 0.3469 loss_ce_3: 0.3113 loss_bbox_3: 0.2048 loss_giou_3: 0.3472 loss_ce_4: 0.307 loss_bbox_4: 0.1949 loss_giou_4: 0.34 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:34] d2.utils.events INFO: eta: 20:57:39 iter: 180819 total_loss: 5.631 loss_ce: 0.2876 loss_bbox: 0.196 loss_giou: 0.3266 loss_ce_0: 0.4918 loss_bbox_0: 0.3199 loss_giou_0: 0.5046 loss_ce_1: 0.3951 loss_bbox_1: 0.224 loss_giou_1: 0.3744 loss_ce_2: 0.3325 loss_bbox_2: 0.2019 loss_giou_2: 0.3429 loss_ce_3: 0.3074 loss_bbox_3: 0.1968 loss_giou_3: 0.3373 loss_ce_4: 0.2904 loss_bbox_4: 0.198 loss_giou_4: 0.3333 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:39] d2.utils.events INFO: eta: 20:57:16 iter: 180839 total_loss: 5.772 loss_ce: 0.3001 loss_bbox: 0.1923 loss_giou: 0.3186 loss_ce_0: 0.5168 loss_bbox_0: 0.323 loss_giou_0: 0.482 loss_ce_1: 0.3955 loss_bbox_1: 0.2272 loss_giou_1: 0.3659 loss_ce_2: 0.3407 loss_bbox_2: 0.212 loss_giou_2: 0.329 loss_ce_3: 0.3162 loss_bbox_3: 0.2025 loss_giou_3: 0.3255 loss_ce_4: 0.3041 loss_bbox_4: 0.193 loss_giou_4: 0.3235 time: 0.2802 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:45] d2.utils.events INFO: eta: 20:57:40 iter: 180859 total_loss: 5.771 loss_ce: 0.2851 loss_bbox: 0.1743 loss_giou: 0.3482 loss_ce_0: 0.4969 loss_bbox_0: 0.2947 loss_giou_0: 0.5204 loss_ce_1: 0.4008 loss_bbox_1: 0.2078 loss_giou_1: 0.3886 loss_ce_2: 0.3346 loss_bbox_2: 0.189 loss_giou_2: 0.3672 loss_ce_3: 0.3014 loss_bbox_3: 0.1822 loss_giou_3: 0.3605 loss_ce_4: 0.2968 loss_bbox_4: 0.1771 loss_giou_4: 0.3567 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:51] d2.utils.events INFO: eta: 20:57:22 iter: 180879 total_loss: 5.478 loss_ce: 0.278 loss_bbox: 0.1853 loss_giou: 0.3163 loss_ce_0: 0.4984 loss_bbox_0: 0.3257 loss_giou_0: 0.4897 loss_ce_1: 0.3789 loss_bbox_1: 0.2303 loss_giou_1: 0.3667 loss_ce_2: 0.321 loss_bbox_2: 0.198 loss_giou_2: 0.3332 loss_ce_3: 0.282 loss_bbox_3: 0.1935 loss_giou_3: 0.3257 loss_ce_4: 0.2729 loss_bbox_4: 0.1882 loss_giou_4: 0.3151 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 03:57:56] d2.utils.events INFO: eta: 20:57:23 iter: 180899 total_loss: 6.02 loss_ce: 0.304 loss_bbox: 0.2143 loss_giou: 0.3536 loss_ce_0: 0.5139 loss_bbox_0: 0.3447 loss_giou_0: 0.5448 loss_ce_1: 0.4179 loss_bbox_1: 0.2403 loss_giou_1: 0.4068 loss_ce_2: 0.3485 loss_bbox_2: 0.2274 loss_giou_2: 0.3745 loss_ce_3: 0.3196 loss_bbox_3: 0.2166 loss_giou_3: 0.3626 loss_ce_4: 0.3167 loss_bbox_4: 0.2154 loss_giou_4: 0.3598 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:02] d2.utils.events INFO: eta: 20:57:17 iter: 180919 total_loss: 5.52 loss_ce: 0.285 loss_bbox: 0.1826 loss_giou: 0.3322 loss_ce_0: 0.4739 loss_bbox_0: 0.3056 loss_giou_0: 0.5155 loss_ce_1: 0.3963 loss_bbox_1: 0.2154 loss_giou_1: 0.3805 loss_ce_2: 0.3282 loss_bbox_2: 0.1989 loss_giou_2: 0.3497 loss_ce_3: 0.2891 loss_bbox_3: 0.1913 loss_giou_3: 0.3396 loss_ce_4: 0.2908 loss_bbox_4: 0.1857 loss_giou_4: 0.3356 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:08] d2.utils.events INFO: eta: 20:57:06 iter: 180939 total_loss: 5.933 loss_ce: 0.2956 loss_bbox: 0.1804 loss_giou: 0.3554 loss_ce_0: 0.5098 loss_bbox_0: 0.3103 loss_giou_0: 0.5188 loss_ce_1: 0.412 loss_bbox_1: 0.2229 loss_giou_1: 0.3986 loss_ce_2: 0.3409 loss_bbox_2: 0.193 loss_giou_2: 0.3713 loss_ce_3: 0.3102 loss_bbox_3: 0.1871 loss_giou_3: 0.3648 loss_ce_4: 0.2997 loss_bbox_4: 0.1803 loss_giou_4: 0.3575 time: 0.2802 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:13] d2.utils.events INFO: eta: 20:57:08 iter: 180959 total_loss: 5.943 loss_ce: 0.2964 loss_bbox: 0.1837 loss_giou: 0.338 loss_ce_0: 0.5149 loss_bbox_0: 0.3337 loss_giou_0: 0.517 loss_ce_1: 0.405 loss_bbox_1: 0.2254 loss_giou_1: 0.3875 loss_ce_2: 0.3437 loss_bbox_2: 0.2014 loss_giou_2: 0.3658 loss_ce_3: 0.3102 loss_bbox_3: 0.1893 loss_giou_3: 0.3497 loss_ce_4: 0.2984 loss_bbox_4: 0.1852 loss_giou_4: 0.3405 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:19] d2.utils.events INFO: eta: 20:56:54 iter: 180979 total_loss: 5.99 loss_ce: 0.3074 loss_bbox: 0.187 loss_giou: 0.3516 loss_ce_0: 0.5154 loss_bbox_0: 0.3421 loss_giou_0: 0.5404 loss_ce_1: 0.4105 loss_bbox_1: 0.2222 loss_giou_1: 0.413 loss_ce_2: 0.3524 loss_bbox_2: 0.2023 loss_giou_2: 0.3874 loss_ce_3: 0.3249 loss_bbox_3: 0.1907 loss_giou_3: 0.3668 loss_ce_4: 0.3094 loss_bbox_4: 0.1926 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:24] d2.utils.events INFO: eta: 20:56:23 iter: 180999 total_loss: 5.796 loss_ce: 0.2856 loss_bbox: 0.2007 loss_giou: 0.3679 loss_ce_0: 0.4941 loss_bbox_0: 0.3374 loss_giou_0: 0.5465 loss_ce_1: 0.3976 loss_bbox_1: 0.2304 loss_giou_1: 0.4141 loss_ce_2: 0.3328 loss_bbox_2: 0.2061 loss_giou_2: 0.3833 loss_ce_3: 0.291 loss_bbox_3: 0.2039 loss_giou_3: 0.3756 loss_ce_4: 0.2833 loss_bbox_4: 0.2007 loss_giou_4: 0.3692 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:30] d2.utils.events INFO: eta: 20:55:47 iter: 181019 total_loss: 6.058 loss_ce: 0.3267 loss_bbox: 0.1876 loss_giou: 0.3648 loss_ce_0: 0.5334 loss_bbox_0: 0.3302 loss_giou_0: 0.5465 loss_ce_1: 0.4213 loss_bbox_1: 0.2336 loss_giou_1: 0.4012 loss_ce_2: 0.358 loss_bbox_2: 0.2097 loss_giou_2: 0.383 loss_ce_3: 0.3309 loss_bbox_3: 0.1991 loss_giou_3: 0.3716 loss_ce_4: 0.3311 loss_bbox_4: 0.1904 loss_giou_4: 0.3634 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:36] d2.utils.events INFO: eta: 20:55:55 iter: 181039 total_loss: 5.904 loss_ce: 0.314 loss_bbox: 0.1902 loss_giou: 0.3327 loss_ce_0: 0.514 loss_bbox_0: 0.3187 loss_giou_0: 0.511 loss_ce_1: 0.406 loss_bbox_1: 0.2259 loss_giou_1: 0.3875 loss_ce_2: 0.351 loss_bbox_2: 0.2063 loss_giou_2: 0.3593 loss_ce_3: 0.3231 loss_bbox_3: 0.1936 loss_giou_3: 0.3477 loss_ce_4: 0.3189 loss_bbox_4: 0.1927 loss_giou_4: 0.3394 time: 0.2802 data_time: 0.0183 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:41] d2.utils.events INFO: eta: 20:55:28 iter: 181059 total_loss: 5.787 loss_ce: 0.3025 loss_bbox: 0.2041 loss_giou: 0.3401 loss_ce_0: 0.5117 loss_bbox_0: 0.3159 loss_giou_0: 0.5336 loss_ce_1: 0.3995 loss_bbox_1: 0.2293 loss_giou_1: 0.4061 loss_ce_2: 0.3303 loss_bbox_2: 0.2104 loss_giou_2: 0.3704 loss_ce_3: 0.31 loss_bbox_3: 0.2045 loss_giou_3: 0.3498 loss_ce_4: 0.307 loss_bbox_4: 0.2025 loss_giou_4: 0.3448 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:47] d2.utils.events INFO: eta: 20:55:22 iter: 181079 total_loss: 5.882 loss_ce: 0.3146 loss_bbox: 0.1988 loss_giou: 0.3378 loss_ce_0: 0.5109 loss_bbox_0: 0.3243 loss_giou_0: 0.4964 loss_ce_1: 0.4093 loss_bbox_1: 0.237 loss_giou_1: 0.3794 loss_ce_2: 0.3425 loss_bbox_2: 0.211 loss_giou_2: 0.357 loss_ce_3: 0.3162 loss_bbox_3: 0.2047 loss_giou_3: 0.3446 loss_ce_4: 0.3118 loss_bbox_4: 0.2024 loss_giou_4: 0.3368 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:53] d2.utils.events INFO: eta: 20:56:00 iter: 181099 total_loss: 5.943 loss_ce: 0.2912 loss_bbox: 0.1937 loss_giou: 0.344 loss_ce_0: 0.4835 loss_bbox_0: 0.3129 loss_giou_0: 0.5454 loss_ce_1: 0.3908 loss_bbox_1: 0.2297 loss_giou_1: 0.4085 loss_ce_2: 0.3287 loss_bbox_2: 0.2059 loss_giou_2: 0.3709 loss_ce_3: 0.3041 loss_bbox_3: 0.1962 loss_giou_3: 0.3546 loss_ce_4: 0.3013 loss_bbox_4: 0.1922 loss_giou_4: 0.3483 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 03:58:59] d2.utils.events INFO: eta: 20:55:19 iter: 181119 total_loss: 5.874 loss_ce: 0.2939 loss_bbox: 0.1823 loss_giou: 0.3375 loss_ce_0: 0.5081 loss_bbox_0: 0.3013 loss_giou_0: 0.5075 loss_ce_1: 0.4055 loss_bbox_1: 0.2081 loss_giou_1: 0.3848 loss_ce_2: 0.3407 loss_bbox_2: 0.1985 loss_giou_2: 0.3621 loss_ce_3: 0.3079 loss_bbox_3: 0.1879 loss_giou_3: 0.3462 loss_ce_4: 0.2936 loss_bbox_4: 0.1853 loss_giou_4: 0.3419 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 03:59:04] d2.utils.events INFO: eta: 20:55:38 iter: 181139 total_loss: 5.566 loss_ce: 0.2823 loss_bbox: 0.1837 loss_giou: 0.3261 loss_ce_0: 0.4862 loss_bbox_0: 0.3088 loss_giou_0: 0.5147 loss_ce_1: 0.3852 loss_bbox_1: 0.2125 loss_giou_1: 0.3839 loss_ce_2: 0.3178 loss_bbox_2: 0.1992 loss_giou_2: 0.3476 loss_ce_3: 0.2909 loss_bbox_3: 0.1895 loss_giou_3: 0.3329 loss_ce_4: 0.28 loss_bbox_4: 0.1858 loss_giou_4: 0.3274 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 03:59:10] d2.utils.events INFO: eta: 20:55:33 iter: 181159 total_loss: 5.808 loss_ce: 0.2984 loss_bbox: 0.1909 loss_giou: 0.3445 loss_ce_0: 0.4924 loss_bbox_0: 0.3132 loss_giou_0: 0.54 loss_ce_1: 0.3918 loss_bbox_1: 0.2226 loss_giou_1: 0.3963 loss_ce_2: 0.3256 loss_bbox_2: 0.202 loss_giou_2: 0.369 loss_ce_3: 0.3094 loss_bbox_3: 0.1992 loss_giou_3: 0.3515 loss_ce_4: 0.2972 loss_bbox_4: 0.1923 loss_giou_4: 0.346 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 03:59:16] d2.utils.events INFO: eta: 20:55:58 iter: 181179 total_loss: 5.612 loss_ce: 0.2671 loss_bbox: 0.1842 loss_giou: 0.3291 loss_ce_0: 0.4744 loss_bbox_0: 0.3029 loss_giou_0: 0.4711 loss_ce_1: 0.3631 loss_bbox_1: 0.2126 loss_giou_1: 0.3667 loss_ce_2: 0.3063 loss_bbox_2: 0.1911 loss_giou_2: 0.3423 loss_ce_3: 0.2786 loss_bbox_3: 0.1866 loss_giou_3: 0.337 loss_ce_4: 0.2675 loss_bbox_4: 0.1846 loss_giou_4: 0.3331 time: 0.2802 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 03:59:21] d2.utils.events INFO: eta: 20:55:53 iter: 181199 total_loss: 5.686 loss_ce: 0.295 loss_bbox: 0.191 loss_giou: 0.3165 loss_ce_0: 0.4949 loss_bbox_0: 0.3334 loss_giou_0: 0.5048 loss_ce_1: 0.3953 loss_bbox_1: 0.2238 loss_giou_1: 0.3693 loss_ce_2: 0.3325 loss_bbox_2: 0.2071 loss_giou_2: 0.3385 loss_ce_3: 0.304 loss_bbox_3: 0.1985 loss_giou_3: 0.3254 loss_ce_4: 0.2923 loss_bbox_4: 0.1955 loss_giou_4: 0.3163 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 03:59:27] d2.utils.events INFO: eta: 20:56:06 iter: 181219 total_loss: 5.935 loss_ce: 0.2994 loss_bbox: 0.1809 loss_giou: 0.3484 loss_ce_0: 0.5109 loss_bbox_0: 0.2937 loss_giou_0: 0.5465 loss_ce_1: 0.4185 loss_bbox_1: 0.2009 loss_giou_1: 0.4061 loss_ce_2: 0.3555 loss_bbox_2: 0.1923 loss_giou_2: 0.3712 loss_ce_3: 0.312 loss_bbox_3: 0.1811 loss_giou_3: 0.3608 loss_ce_4: 0.3021 loss_bbox_4: 0.1827 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data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 03:59:44] d2.utils.events INFO: eta: 20:55:58 iter: 181279 total_loss: 5.689 loss_ce: 0.2876 loss_bbox: 0.1827 loss_giou: 0.3464 loss_ce_0: 0.5087 loss_bbox_0: 0.3259 loss_giou_0: 0.5162 loss_ce_1: 0.3943 loss_bbox_1: 0.2146 loss_giou_1: 0.3913 loss_ce_2: 0.334 loss_bbox_2: 0.1982 loss_giou_2: 0.3603 loss_ce_3: 0.3004 loss_bbox_3: 0.1906 loss_giou_3: 0.3501 loss_ce_4: 0.2914 loss_bbox_4: 0.1875 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 03:59:50] d2.utils.events INFO: eta: 20:55:55 iter: 181299 total_loss: 5.392 loss_ce: 0.2641 loss_bbox: 0.1864 loss_giou: 0.3248 loss_ce_0: 0.4759 loss_bbox_0: 0.3151 loss_giou_0: 0.5083 loss_ce_1: 0.3743 loss_bbox_1: 0.2172 loss_giou_1: 0.3689 loss_ce_2: 0.3115 loss_bbox_2: 0.1957 loss_giou_2: 0.3357 loss_ce_3: 0.2906 loss_bbox_3: 0.1871 loss_giou_3: 0.3258 loss_ce_4: 0.2693 loss_bbox_4: 0.1857 loss_giou_4: 0.327 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 03:59:55] d2.utils.events INFO: eta: 20:55:50 iter: 181319 total_loss: 5.949 loss_ce: 0.3087 loss_bbox: 0.1991 loss_giou: 0.3413 loss_ce_0: 0.5055 loss_bbox_0: 0.3417 loss_giou_0: 0.543 loss_ce_1: 0.424 loss_bbox_1: 0.2323 loss_giou_1: 0.3961 loss_ce_2: 0.3603 loss_bbox_2: 0.2069 loss_giou_2: 0.3574 loss_ce_3: 0.3221 loss_bbox_3: 0.2029 loss_giou_3: 0.3462 loss_ce_4: 0.311 loss_bbox_4: 0.1978 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:01] d2.utils.events INFO: eta: 20:56:22 iter: 181339 total_loss: 5.874 loss_ce: 0.293 loss_bbox: 0.196 loss_giou: 0.3417 loss_ce_0: 0.5115 loss_bbox_0: 0.3229 loss_giou_0: 0.5148 loss_ce_1: 0.3986 loss_bbox_1: 0.2281 loss_giou_1: 0.389 loss_ce_2: 0.3386 loss_bbox_2: 0.2086 loss_giou_2: 0.3536 loss_ce_3: 0.3042 loss_bbox_3: 0.2044 loss_giou_3: 0.3462 loss_ce_4: 0.2945 loss_bbox_4: 0.1969 loss_giou_4: 0.3462 time: 0.2802 data_time: 0.0183 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:07] d2.utils.events INFO: eta: 20:56:30 iter: 181359 total_loss: 6.001 loss_ce: 0.3088 loss_bbox: 0.1874 loss_giou: 0.3441 loss_ce_0: 0.5153 loss_bbox_0: 0.3118 loss_giou_0: 0.5247 loss_ce_1: 0.3932 loss_bbox_1: 0.2179 loss_giou_1: 0.4064 loss_ce_2: 0.3388 loss_bbox_2: 0.1985 loss_giou_2: 0.3729 loss_ce_3: 0.3089 loss_bbox_3: 0.1921 loss_giou_3: 0.3527 loss_ce_4: 0.3047 loss_bbox_4: 0.1869 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:12] d2.utils.events INFO: eta: 20:56:45 iter: 181379 total_loss: 5.803 loss_ce: 0.2896 loss_bbox: 0.191 loss_giou: 0.3545 loss_ce_0: 0.5022 loss_bbox_0: 0.3196 loss_giou_0: 0.5312 loss_ce_1: 0.3937 loss_bbox_1: 0.2228 loss_giou_1: 0.3953 loss_ce_2: 0.3318 loss_bbox_2: 0.201 loss_giou_2: 0.3755 loss_ce_3: 0.3023 loss_bbox_3: 0.1951 loss_giou_3: 0.3683 loss_ce_4: 0.2959 loss_bbox_4: 0.1922 loss_giou_4: 0.3565 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:18] d2.utils.events INFO: eta: 20:56:30 iter: 181399 total_loss: 5.409 loss_ce: 0.288 loss_bbox: 0.1831 loss_giou: 0.3167 loss_ce_0: 0.5025 loss_bbox_0: 0.3244 loss_giou_0: 0.504 loss_ce_1: 0.3989 loss_bbox_1: 0.2242 loss_giou_1: 0.3604 loss_ce_2: 0.3326 loss_bbox_2: 0.1969 loss_giou_2: 0.3345 loss_ce_3: 0.2991 loss_bbox_3: 0.1966 loss_giou_3: 0.3284 loss_ce_4: 0.2954 loss_bbox_4: 0.1883 loss_giou_4: 0.3185 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:24] d2.utils.events INFO: eta: 20:56:33 iter: 181419 total_loss: 5.874 loss_ce: 0.3138 loss_bbox: 0.1769 loss_giou: 0.3285 loss_ce_0: 0.5012 loss_bbox_0: 0.3257 loss_giou_0: 0.5122 loss_ce_1: 0.409 loss_bbox_1: 0.2187 loss_giou_1: 0.3775 loss_ce_2: 0.3527 loss_bbox_2: 0.1915 loss_giou_2: 0.351 loss_ce_3: 0.3171 loss_bbox_3: 0.1869 loss_giou_3: 0.3406 loss_ce_4: 0.3176 loss_bbox_4: 0.1831 loss_giou_4: 0.3328 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:30] d2.utils.events INFO: eta: 20:56:44 iter: 181439 total_loss: 6.123 loss_ce: 0.3213 loss_bbox: 0.1966 loss_giou: 0.3625 loss_ce_0: 0.5217 loss_bbox_0: 0.3359 loss_giou_0: 0.552 loss_ce_1: 0.4326 loss_bbox_1: 0.2286 loss_giou_1: 0.4202 loss_ce_2: 0.3559 loss_bbox_2: 0.2086 loss_giou_2: 0.3911 loss_ce_3: 0.337 loss_bbox_3: 0.2044 loss_giou_3: 0.3767 loss_ce_4: 0.3275 loss_bbox_4: 0.1992 loss_giou_4: 0.3653 time: 0.2802 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:35] d2.utils.events INFO: eta: 20:56:41 iter: 181459 total_loss: 5.779 loss_ce: 0.2951 loss_bbox: 0.1933 loss_giou: 0.3361 loss_ce_0: 0.4944 loss_bbox_0: 0.3235 loss_giou_0: 0.5053 loss_ce_1: 0.4008 loss_bbox_1: 0.226 loss_giou_1: 0.3811 loss_ce_2: 0.3333 loss_bbox_2: 0.2033 loss_giou_2: 0.352 loss_ce_3: 0.3033 loss_bbox_3: 0.1974 loss_giou_3: 0.3373 loss_ce_4: 0.2925 loss_bbox_4: 0.192 loss_giou_4: 0.3325 time: 0.2802 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:41] d2.utils.events INFO: eta: 20:56:14 iter: 181479 total_loss: 5.518 loss_ce: 0.306 loss_bbox: 0.1694 loss_giou: 0.3165 loss_ce_0: 0.5016 loss_bbox_0: 0.3022 loss_giou_0: 0.4936 loss_ce_1: 0.4099 loss_bbox_1: 0.2074 loss_giou_1: 0.3671 loss_ce_2: 0.3432 loss_bbox_2: 0.1843 loss_giou_2: 0.3362 loss_ce_3: 0.322 loss_bbox_3: 0.18 loss_giou_3: 0.3253 loss_ce_4: 0.3031 loss_bbox_4: 0.176 loss_giou_4: 0.3245 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:46] d2.utils.events INFO: eta: 20:55:50 iter: 181499 total_loss: 5.584 loss_ce: 0.3002 loss_bbox: 0.1937 loss_giou: 0.3241 loss_ce_0: 0.5041 loss_bbox_0: 0.3271 loss_giou_0: 0.4974 loss_ce_1: 0.399 loss_bbox_1: 0.2312 loss_giou_1: 0.3711 loss_ce_2: 0.3341 loss_bbox_2: 0.2132 loss_giou_2: 0.3373 loss_ce_3: 0.2991 loss_bbox_3: 0.2016 loss_giou_3: 0.3357 loss_ce_4: 0.2882 loss_bbox_4: 0.1944 loss_giou_4: 0.3265 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:52] d2.utils.events INFO: eta: 20:55:45 iter: 181519 total_loss: 5.798 loss_ce: 0.2951 loss_bbox: 0.1839 loss_giou: 0.3443 loss_ce_0: 0.5012 loss_bbox_0: 0.3117 loss_giou_0: 0.4974 loss_ce_1: 0.4011 loss_bbox_1: 0.2199 loss_giou_1: 0.3951 loss_ce_2: 0.3341 loss_bbox_2: 0.1921 loss_giou_2: 0.3658 loss_ce_3: 0.3015 loss_bbox_3: 0.1918 loss_giou_3: 0.3491 loss_ce_4: 0.2915 loss_bbox_4: 0.1866 loss_giou_4: 0.3494 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 04:00:58] d2.utils.events INFO: eta: 20:55:22 iter: 181539 total_loss: 5.717 loss_ce: 0.2955 loss_bbox: 0.1907 loss_giou: 0.3238 loss_ce_0: 0.5125 loss_bbox_0: 0.3154 loss_giou_0: 0.5123 loss_ce_1: 0.4227 loss_bbox_1: 0.2261 loss_giou_1: 0.3868 loss_ce_2: 0.3495 loss_bbox_2: 0.2072 loss_giou_2: 0.35 loss_ce_3: 0.3181 loss_bbox_3: 0.194 loss_giou_3: 0.3326 loss_ce_4: 0.3031 loss_bbox_4: 0.1906 loss_giou_4: 0.3264 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:03] d2.utils.events INFO: eta: 20:54:54 iter: 181559 total_loss: 5.666 loss_ce: 0.2784 loss_bbox: 0.1779 loss_giou: 0.3419 loss_ce_0: 0.4863 loss_bbox_0: 0.3127 loss_giou_0: 0.5338 loss_ce_1: 0.384 loss_bbox_1: 0.2108 loss_giou_1: 0.3898 loss_ce_2: 0.3186 loss_bbox_2: 0.1895 loss_giou_2: 0.3568 loss_ce_3: 0.2933 loss_bbox_3: 0.1845 loss_giou_3: 0.352 loss_ce_4: 0.2803 loss_bbox_4: 0.1834 loss_giou_4: 0.3499 time: 0.2802 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:09] d2.utils.events INFO: eta: 20:54:21 iter: 181579 total_loss: 6.073 loss_ce: 0.3188 loss_bbox: 0.195 loss_giou: 0.3395 loss_ce_0: 0.5261 loss_bbox_0: 0.3219 loss_giou_0: 0.5459 loss_ce_1: 0.4331 loss_bbox_1: 0.235 loss_giou_1: 0.3942 loss_ce_2: 0.3768 loss_bbox_2: 0.2117 loss_giou_2: 0.3662 loss_ce_3: 0.3384 loss_bbox_3: 0.1997 loss_giou_3: 0.3527 loss_ce_4: 0.3188 loss_bbox_4: 0.1919 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:15] d2.utils.events INFO: eta: 20:54:16 iter: 181599 total_loss: 5.693 loss_ce: 0.2853 loss_bbox: 0.1891 loss_giou: 0.3343 loss_ce_0: 0.5117 loss_bbox_0: 0.3222 loss_giou_0: 0.4929 loss_ce_1: 0.3887 loss_bbox_1: 0.2276 loss_giou_1: 0.3797 loss_ce_2: 0.3338 loss_bbox_2: 0.2011 loss_giou_2: 0.3468 loss_ce_3: 0.308 loss_bbox_3: 0.1924 loss_giou_3: 0.3407 loss_ce_4: 0.2866 loss_bbox_4: 0.1918 loss_giou_4: 0.3334 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:20] d2.utils.events INFO: eta: 20:53:55 iter: 181619 total_loss: 5.691 loss_ce: 0.2982 loss_bbox: 0.1864 loss_giou: 0.3385 loss_ce_0: 0.5054 loss_bbox_0: 0.3119 loss_giou_0: 0.5166 loss_ce_1: 0.404 loss_bbox_1: 0.2179 loss_giou_1: 0.3804 loss_ce_2: 0.3387 loss_bbox_2: 0.2006 loss_giou_2: 0.3538 loss_ce_3: 0.3172 loss_bbox_3: 0.1944 loss_giou_3: 0.3428 loss_ce_4: 0.3031 loss_bbox_4: 0.189 loss_giou_4: 0.3352 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:26] d2.utils.events INFO: eta: 20:53:53 iter: 181639 total_loss: 5.951 loss_ce: 0.3035 loss_bbox: 0.1958 loss_giou: 0.3601 loss_ce_0: 0.5106 loss_bbox_0: 0.3349 loss_giou_0: 0.5364 loss_ce_1: 0.4073 loss_bbox_1: 0.2401 loss_giou_1: 0.3997 loss_ce_2: 0.3364 loss_bbox_2: 0.218 loss_giou_2: 0.3756 loss_ce_3: 0.3205 loss_bbox_3: 0.2098 loss_giou_3: 0.3645 loss_ce_4: 0.298 loss_bbox_4: 0.1991 loss_giou_4: 0.3586 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:32] d2.utils.events INFO: eta: 20:53:44 iter: 181659 total_loss: 5.937 loss_ce: 0.2999 loss_bbox: 0.1922 loss_giou: 0.3655 loss_ce_0: 0.5164 loss_bbox_0: 0.3178 loss_giou_0: 0.5496 loss_ce_1: 0.3982 loss_bbox_1: 0.2265 loss_giou_1: 0.4174 loss_ce_2: 0.337 loss_bbox_2: 0.1986 loss_giou_2: 0.3897 loss_ce_3: 0.3088 loss_bbox_3: 0.1955 loss_giou_3: 0.379 loss_ce_4: 0.2991 loss_bbox_4: 0.1912 loss_giou_4: 0.3701 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:37] d2.utils.events INFO: eta: 20:53:20 iter: 181679 total_loss: 5.82 loss_ce: 0.3106 loss_bbox: 0.1721 loss_giou: 0.3349 loss_ce_0: 0.5109 loss_bbox_0: 0.3002 loss_giou_0: 0.5477 loss_ce_1: 0.4151 loss_bbox_1: 0.2052 loss_giou_1: 0.3941 loss_ce_2: 0.3412 loss_bbox_2: 0.1863 loss_giou_2: 0.3528 loss_ce_3: 0.3136 loss_bbox_3: 0.1814 loss_giou_3: 0.3413 loss_ce_4: 0.3047 loss_bbox_4: 0.1744 loss_giou_4: 0.3351 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:43] d2.utils.events INFO: eta: 20:52:25 iter: 181699 total_loss: 5.727 loss_ce: 0.3064 loss_bbox: 0.1756 loss_giou: 0.3418 loss_ce_0: 0.5115 loss_bbox_0: 0.31 loss_giou_0: 0.5239 loss_ce_1: 0.4092 loss_bbox_1: 0.2127 loss_giou_1: 0.3906 loss_ce_2: 0.3577 loss_bbox_2: 0.1941 loss_giou_2: 0.3612 loss_ce_3: 0.3242 loss_bbox_3: 0.1842 loss_giou_3: 0.3515 loss_ce_4: 0.3126 loss_bbox_4: 0.1787 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:49] d2.utils.events INFO: eta: 20:52:04 iter: 181719 total_loss: 5.948 loss_ce: 0.3123 loss_bbox: 0.1977 loss_giou: 0.3539 loss_ce_0: 0.51 loss_bbox_0: 0.3147 loss_giou_0: 0.5073 loss_ce_1: 0.413 loss_bbox_1: 0.223 loss_giou_1: 0.3874 loss_ce_2: 0.3385 loss_bbox_2: 0.2099 loss_giou_2: 0.3639 loss_ce_3: 0.3127 loss_bbox_3: 0.2054 loss_giou_3: 0.3547 loss_ce_4: 0.3 loss_bbox_4: 0.201 loss_giou_4: 0.3604 time: 0.2802 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/03 04:01:54] d2.utils.events INFO: eta: 20:51:59 iter: 181739 total_loss: 5.667 loss_ce: 0.2923 loss_bbox: 0.189 loss_giou: 0.3141 loss_ce_0: 0.5205 loss_bbox_0: 0.3283 loss_giou_0: 0.4948 loss_ce_1: 0.3986 loss_bbox_1: 0.2225 loss_giou_1: 0.3653 loss_ce_2: 0.3236 loss_bbox_2: 0.204 loss_giou_2: 0.3322 loss_ce_3: 0.2993 loss_bbox_3: 0.1959 loss_giou_3: 0.3244 loss_ce_4: 0.2897 loss_bbox_4: 0.1911 loss_giou_4: 0.3135 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:02:00] d2.utils.events INFO: eta: 20:52:55 iter: 181759 total_loss: 5.938 loss_ce: 0.3063 loss_bbox: 0.186 loss_giou: 0.3545 loss_ce_0: 0.5232 loss_bbox_0: 0.3228 loss_giou_0: 0.521 loss_ce_1: 0.4199 loss_bbox_1: 0.2177 loss_giou_1: 0.3988 loss_ce_2: 0.352 loss_bbox_2: 0.2042 loss_giou_2: 0.3717 loss_ce_3: 0.3197 loss_bbox_3: 0.1945 loss_giou_3: 0.3613 loss_ce_4: 0.3108 loss_bbox_4: 0.193 loss_giou_4: 0.3549 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:02:06] d2.utils.events INFO: eta: 20:52:50 iter: 181779 total_loss: 5.614 loss_ce: 0.2742 loss_bbox: 0.1697 loss_giou: 0.3529 loss_ce_0: 0.4642 loss_bbox_0: 0.2932 loss_giou_0: 0.5312 loss_ce_1: 0.3661 loss_bbox_1: 0.206 loss_giou_1: 0.3986 loss_ce_2: 0.3049 loss_bbox_2: 0.193 loss_giou_2: 0.3719 loss_ce_3: 0.2896 loss_bbox_3: 0.1759 loss_giou_3: 0.3603 loss_ce_4: 0.2667 loss_bbox_4: 0.1729 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 04:02:11] d2.utils.events INFO: eta: 20:52:06 iter: 181799 total_loss: 5.832 loss_ce: 0.3092 loss_bbox: 0.1987 loss_giou: 0.3586 loss_ce_0: 0.5104 loss_bbox_0: 0.3328 loss_giou_0: 0.5346 loss_ce_1: 0.3903 loss_bbox_1: 0.2357 loss_giou_1: 0.4058 loss_ce_2: 0.3412 loss_bbox_2: 0.2129 loss_giou_2: 0.3789 loss_ce_3: 0.3191 loss_bbox_3: 0.2035 loss_giou_3: 0.3644 loss_ce_4: 0.3206 loss_bbox_4: 0.2019 loss_giou_4: 0.3637 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 04:02:17] d2.utils.events INFO: eta: 20:51:52 iter: 181819 total_loss: 5.884 loss_ce: 0.3172 loss_bbox: 0.1978 loss_giou: 0.3378 loss_ce_0: 0.5053 loss_bbox_0: 0.3198 loss_giou_0: 0.5033 loss_ce_1: 0.4015 loss_bbox_1: 0.2479 loss_giou_1: 0.3813 loss_ce_2: 0.3596 loss_bbox_2: 0.2168 loss_giou_2: 0.3617 loss_ce_3: 0.3281 loss_bbox_3: 0.2019 loss_giou_3: 0.3433 loss_ce_4: 0.3198 loss_bbox_4: 0.1968 loss_giou_4: 0.3369 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:02:23] d2.utils.events INFO: eta: 20:52:30 iter: 181839 total_loss: 5.819 loss_ce: 0.3125 loss_bbox: 0.1855 loss_giou: 0.3466 loss_ce_0: 0.4996 loss_bbox_0: 0.307 loss_giou_0: 0.5216 loss_ce_1: 0.3997 loss_bbox_1: 0.2246 loss_giou_1: 0.4009 loss_ce_2: 0.3529 loss_bbox_2: 0.2004 loss_giou_2: 0.3721 loss_ce_3: 0.3175 loss_bbox_3: 0.1908 loss_giou_3: 0.359 loss_ce_4: 0.3094 loss_bbox_4: 0.1846 loss_giou_4: 0.3495 time: 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d2.utils.events INFO: eta: 20:52:26 iter: 181939 total_loss: 5.897 loss_ce: 0.3246 loss_bbox: 0.197 loss_giou: 0.3221 loss_ce_0: 0.5179 loss_bbox_0: 0.3406 loss_giou_0: 0.515 loss_ce_1: 0.4079 loss_bbox_1: 0.2337 loss_giou_1: 0.3719 loss_ce_2: 0.3336 loss_bbox_2: 0.2096 loss_giou_2: 0.3456 loss_ce_3: 0.3209 loss_bbox_3: 0.2035 loss_giou_3: 0.3335 loss_ce_4: 0.3238 loss_bbox_4: 0.1996 loss_giou_4: 0.3246 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 04:02:57] d2.utils.events INFO: eta: 20:52:21 iter: 181959 total_loss: 5.802 loss_ce: 0.2939 loss_bbox: 0.1849 loss_giou: 0.3259 loss_ce_0: 0.5065 loss_bbox_0: 0.3282 loss_giou_0: 0.5026 loss_ce_1: 0.4064 loss_bbox_1: 0.2236 loss_giou_1: 0.3708 loss_ce_2: 0.3421 loss_bbox_2: 0.1986 loss_giou_2: 0.3449 loss_ce_3: 0.3208 loss_bbox_3: 0.1899 loss_giou_3: 0.3366 loss_ce_4: 0.2881 loss_bbox_4: 0.1837 loss_giou_4: 0.328 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:03] d2.utils.events INFO: eta: 20:52:47 iter: 181979 total_loss: 5.486 loss_ce: 0.2539 loss_bbox: 0.1888 loss_giou: 0.3417 loss_ce_0: 0.4864 loss_bbox_0: 0.3082 loss_giou_0: 0.5336 loss_ce_1: 0.3876 loss_bbox_1: 0.2116 loss_giou_1: 0.3815 loss_ce_2: 0.3064 loss_bbox_2: 0.1936 loss_giou_2: 0.3533 loss_ce_3: 0.2853 loss_bbox_3: 0.1898 loss_giou_3: 0.3443 loss_ce_4: 0.2549 loss_bbox_4: 0.188 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:08] d2.utils.events INFO: eta: 20:52:42 iter: 181999 total_loss: 5.932 loss_ce: 0.3028 loss_bbox: 0.1927 loss_giou: 0.3381 loss_ce_0: 0.51 loss_bbox_0: 0.3247 loss_giou_0: 0.526 loss_ce_1: 0.4224 loss_bbox_1: 0.2284 loss_giou_1: 0.3925 loss_ce_2: 0.3448 loss_bbox_2: 0.207 loss_giou_2: 0.3646 loss_ce_3: 0.3138 loss_bbox_3: 0.2034 loss_giou_3: 0.3488 loss_ce_4: 0.3023 loss_bbox_4: 0.1965 loss_giou_4: 0.3423 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:14] d2.utils.events INFO: eta: 20:52:45 iter: 182019 total_loss: 5.84 loss_ce: 0.296 loss_bbox: 0.1836 loss_giou: 0.3328 loss_ce_0: 0.5038 loss_bbox_0: 0.3264 loss_giou_0: 0.519 loss_ce_1: 0.4133 loss_bbox_1: 0.2223 loss_giou_1: 0.3814 loss_ce_2: 0.3455 loss_bbox_2: 0.201 loss_giou_2: 0.3511 loss_ce_3: 0.3112 loss_bbox_3: 0.1907 loss_giou_3: 0.3436 loss_ce_4: 0.3043 loss_bbox_4: 0.1882 loss_giou_4: 0.3409 time: 0.2802 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:20] d2.utils.events INFO: eta: 20:52:50 iter: 182039 total_loss: 6.076 loss_ce: 0.3281 loss_bbox: 0.195 loss_giou: 0.3585 loss_ce_0: 0.5162 loss_bbox_0: 0.3186 loss_giou_0: 0.5464 loss_ce_1: 0.4179 loss_bbox_1: 0.2307 loss_giou_1: 0.4126 loss_ce_2: 0.3608 loss_bbox_2: 0.2113 loss_giou_2: 0.3811 loss_ce_3: 0.3395 loss_bbox_3: 0.2026 loss_giou_3: 0.3699 loss_ce_4: 0.3342 loss_bbox_4: 0.1977 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:25] d2.utils.events INFO: eta: 20:52:50 iter: 182059 total_loss: 5.843 loss_ce: 0.3043 loss_bbox: 0.1805 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loss_bbox_0: 0.2997 loss_giou_0: 0.5091 loss_ce_1: 0.3776 loss_bbox_1: 0.2032 loss_giou_1: 0.3789 loss_ce_2: 0.314 loss_bbox_2: 0.1907 loss_giou_2: 0.3503 loss_ce_3: 0.2842 loss_bbox_3: 0.1818 loss_giou_3: 0.347 loss_ce_4: 0.2784 loss_bbox_4: 0.1769 loss_giou_4: 0.3367 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:42] d2.utils.events INFO: eta: 20:52:45 iter: 182119 total_loss: 5.626 loss_ce: 0.2841 loss_bbox: 0.181 loss_giou: 0.3277 loss_ce_0: 0.4911 loss_bbox_0: 0.314 loss_giou_0: 0.5187 loss_ce_1: 0.3927 loss_bbox_1: 0.2221 loss_giou_1: 0.3683 loss_ce_2: 0.3398 loss_bbox_2: 0.1919 loss_giou_2: 0.3383 loss_ce_3: 0.3087 loss_bbox_3: 0.1892 loss_giou_3: 0.3312 loss_ce_4: 0.2917 loss_bbox_4: 0.1847 loss_giou_4: 0.3263 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:48] d2.utils.events INFO: eta: 20:52:48 iter: 182139 total_loss: 6.027 loss_ce: 0.3076 loss_bbox: 0.1993 loss_giou: 0.3509 loss_ce_0: 0.5096 loss_bbox_0: 0.3399 loss_giou_0: 0.5368 loss_ce_1: 0.4153 loss_bbox_1: 0.2345 loss_giou_1: 0.3973 loss_ce_2: 0.3511 loss_bbox_2: 0.2126 loss_giou_2: 0.3712 loss_ce_3: 0.3174 loss_bbox_3: 0.2023 loss_giou_3: 0.3623 loss_ce_4: 0.3058 loss_bbox_4: 0.1986 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:54] d2.utils.events INFO: eta: 20:52:42 iter: 182159 total_loss: 5.735 loss_ce: 0.2973 loss_bbox: 0.1871 loss_giou: 0.3469 loss_ce_0: 0.4996 loss_bbox_0: 0.3215 loss_giou_0: 0.5293 loss_ce_1: 0.4109 loss_bbox_1: 0.2293 loss_giou_1: 0.3968 loss_ce_2: 0.3469 loss_bbox_2: 0.1986 loss_giou_2: 0.3715 loss_ce_3: 0.3121 loss_bbox_3: 0.1947 loss_giou_3: 0.3627 loss_ce_4: 0.2969 loss_bbox_4: 0.1896 loss_giou_4: 0.3571 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 04:03:59] d2.utils.events INFO: eta: 20:52:16 iter: 182179 total_loss: 5.79 loss_ce: 0.296 loss_bbox: 0.1872 loss_giou: 0.3508 loss_ce_0: 0.5081 loss_bbox_0: 0.3199 loss_giou_0: 0.5529 loss_ce_1: 0.3991 loss_bbox_1: 0.2206 loss_giou_1: 0.4066 loss_ce_2: 0.3308 loss_bbox_2: 0.1974 loss_giou_2: 0.3645 loss_ce_3: 0.3091 loss_bbox_3: 0.1947 loss_giou_3: 0.3543 loss_ce_4: 0.2972 loss_bbox_4: 0.1894 loss_giou_4: 0.3569 time: 0.2802 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:05] d2.utils.events INFO: eta: 20:52:21 iter: 182199 total_loss: 5.795 loss_ce: 0.3076 loss_bbox: 0.1922 loss_giou: 0.3511 loss_ce_0: 0.4951 loss_bbox_0: 0.3146 loss_giou_0: 0.545 loss_ce_1: 0.4003 loss_bbox_1: 0.2247 loss_giou_1: 0.3997 loss_ce_2: 0.3497 loss_bbox_2: 0.2055 loss_giou_2: 0.3709 loss_ce_3: 0.3281 loss_bbox_3: 0.2003 loss_giou_3: 0.356 loss_ce_4: 0.3094 loss_bbox_4: 0.1988 loss_giou_4: 0.3516 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:11] d2.utils.events INFO: eta: 20:51:22 iter: 182219 total_loss: 5.717 loss_ce: 0.2878 loss_bbox: 0.1907 loss_giou: 0.3315 loss_ce_0: 0.4881 loss_bbox_0: 0.3191 loss_giou_0: 0.4975 loss_ce_1: 0.4107 loss_bbox_1: 0.2187 loss_giou_1: 0.3723 loss_ce_2: 0.3377 loss_bbox_2: 0.2008 loss_giou_2: 0.3478 loss_ce_3: 0.3089 loss_bbox_3: 0.1954 loss_giou_3: 0.3436 loss_ce_4: 0.2884 loss_bbox_4: 0.1888 loss_giou_4: 0.3332 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:16] d2.utils.events INFO: eta: 20:51:33 iter: 182239 total_loss: 5.519 loss_ce: 0.2886 loss_bbox: 0.1836 loss_giou: 0.3067 loss_ce_0: 0.5009 loss_bbox_0: 0.3028 loss_giou_0: 0.5033 loss_ce_1: 0.379 loss_bbox_1: 0.219 loss_giou_1: 0.3741 loss_ce_2: 0.3295 loss_bbox_2: 0.1989 loss_giou_2: 0.3362 loss_ce_3: 0.2936 loss_bbox_3: 0.1909 loss_giou_3: 0.3263 loss_ce_4: 0.2884 loss_bbox_4: 0.1867 loss_giou_4: 0.3099 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:22] d2.utils.events INFO: eta: 20:51:10 iter: 182259 total_loss: 5.766 loss_ce: 0.2749 loss_bbox: 0.1936 loss_giou: 0.344 loss_ce_0: 0.4995 loss_bbox_0: 0.3249 loss_giou_0: 0.5266 loss_ce_1: 0.3912 loss_bbox_1: 0.2357 loss_giou_1: 0.3932 loss_ce_2: 0.3183 loss_bbox_2: 0.212 loss_giou_2: 0.3638 loss_ce_3: 0.2953 loss_bbox_3: 0.2033 loss_giou_3: 0.3519 loss_ce_4: 0.2792 loss_bbox_4: 0.1934 loss_giou_4: 0.3421 time: 0.2802 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:28] d2.utils.events INFO: eta: 20:51:05 iter: 182279 total_loss: 6.064 loss_ce: 0.3073 loss_bbox: 0.188 loss_giou: 0.3527 loss_ce_0: 0.5124 loss_bbox_0: 0.315 loss_giou_0: 0.5307 loss_ce_1: 0.4095 loss_bbox_1: 0.2171 loss_giou_1: 0.4089 loss_ce_2: 0.3501 loss_bbox_2: 0.1967 loss_giou_2: 0.3752 loss_ce_3: 0.3291 loss_bbox_3: 0.1947 loss_giou_3: 0.3657 loss_ce_4: 0.3133 loss_bbox_4: 0.1918 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:33] d2.utils.events INFO: eta: 20:50:58 iter: 182299 total_loss: 5.664 loss_ce: 0.3021 loss_bbox: 0.1873 loss_giou: 0.3385 loss_ce_0: 0.5152 loss_bbox_0: 0.3172 loss_giou_0: 0.5378 loss_ce_1: 0.4009 loss_bbox_1: 0.2303 loss_giou_1: 0.3988 loss_ce_2: 0.3475 loss_bbox_2: 0.2041 loss_giou_2: 0.3626 loss_ce_3: 0.3243 loss_bbox_3: 0.1929 loss_giou_3: 0.3503 loss_ce_4: 0.3083 loss_bbox_4: 0.1899 loss_giou_4: 0.3411 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:39] d2.utils.events INFO: eta: 20:50:37 iter: 182319 total_loss: 5.551 loss_ce: 0.3041 loss_bbox: 0.1862 loss_giou: 0.32 loss_ce_0: 0.5066 loss_bbox_0: 0.3126 loss_giou_0: 0.4775 loss_ce_1: 0.4014 loss_bbox_1: 0.2205 loss_giou_1: 0.3637 loss_ce_2: 0.3379 loss_bbox_2: 0.2042 loss_giou_2: 0.3445 loss_ce_3: 0.32 loss_bbox_3: 0.1911 loss_giou_3: 0.3254 loss_ce_4: 0.3019 loss_bbox_4: 0.1875 loss_giou_4: 0.3216 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:45] d2.utils.events INFO: eta: 20:49:33 iter: 182339 total_loss: 5.825 loss_ce: 0.3054 loss_bbox: 0.2002 loss_giou: 0.3355 loss_ce_0: 0.4968 loss_bbox_0: 0.3354 loss_giou_0: 0.5145 loss_ce_1: 0.4013 loss_bbox_1: 0.2426 loss_giou_1: 0.383 loss_ce_2: 0.3535 loss_bbox_2: 0.2195 loss_giou_2: 0.3494 loss_ce_3: 0.3166 loss_bbox_3: 0.209 loss_giou_3: 0.343 loss_ce_4: 0.3064 loss_bbox_4: 0.2018 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:50] d2.utils.events INFO: eta: 20:49:56 iter: 182359 total_loss: 5.792 loss_ce: 0.2967 loss_bbox: 0.1927 loss_giou: 0.3485 loss_ce_0: 0.512 loss_bbox_0: 0.3224 loss_giou_0: 0.512 loss_ce_1: 0.3978 loss_bbox_1: 0.2289 loss_giou_1: 0.3946 loss_ce_2: 0.3284 loss_bbox_2: 0.21 loss_giou_2: 0.3594 loss_ce_3: 0.3067 loss_bbox_3: 0.2051 loss_giou_3: 0.3574 loss_ce_4: 0.2989 loss_bbox_4: 0.197 loss_giou_4: 0.3501 time: 0.2802 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 04:04:56] d2.utils.events INFO: eta: 20:50:08 iter: 182379 total_loss: 6.066 loss_ce: 0.303 loss_bbox: 0.2032 loss_giou: 0.353 loss_ce_0: 0.5308 loss_bbox_0: 0.3378 loss_giou_0: 0.5365 loss_ce_1: 0.4002 loss_bbox_1: 0.2296 loss_giou_1: 0.4072 loss_ce_2: 0.3362 loss_bbox_2: 0.2177 loss_giou_2: 0.3779 loss_ce_3: 0.3137 loss_bbox_3: 0.2051 loss_giou_3: 0.3588 loss_ce_4: 0.299 loss_bbox_4: 0.2025 loss_giou_4: 0.3519 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:02] d2.utils.events INFO: eta: 20:50:22 iter: 182399 total_loss: 5.941 loss_ce: 0.2956 loss_bbox: 0.1868 loss_giou: 0.3468 loss_ce_0: 0.4983 loss_bbox_0: 0.3132 loss_giou_0: 0.542 loss_ce_1: 0.3932 loss_bbox_1: 0.2292 loss_giou_1: 0.4108 loss_ce_2: 0.3335 loss_bbox_2: 0.2065 loss_giou_2: 0.3702 loss_ce_3: 0.3006 loss_bbox_3: 0.1965 loss_giou_3: 0.3646 loss_ce_4: 0.2942 loss_bbox_4: 0.1891 loss_giou_4: 0.3529 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:07] d2.utils.events INFO: eta: 20:50:03 iter: 182419 total_loss: 5.78 loss_ce: 0.2943 loss_bbox: 0.1878 loss_giou: 0.3406 loss_ce_0: 0.5109 loss_bbox_0: 0.3191 loss_giou_0: 0.5499 loss_ce_1: 0.4015 loss_bbox_1: 0.2104 loss_giou_1: 0.386 loss_ce_2: 0.3271 loss_bbox_2: 0.1989 loss_giou_2: 0.3574 loss_ce_3: 0.3131 loss_bbox_3: 0.1948 loss_giou_3: 0.3495 loss_ce_4: 0.3001 loss_bbox_4: 0.1915 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data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:25] d2.utils.events INFO: eta: 20:50:24 iter: 182479 total_loss: 5.681 loss_ce: 0.3021 loss_bbox: 0.1886 loss_giou: 0.34 loss_ce_0: 0.4919 loss_bbox_0: 0.3125 loss_giou_0: 0.5576 loss_ce_1: 0.3984 loss_bbox_1: 0.2228 loss_giou_1: 0.3902 loss_ce_2: 0.3341 loss_bbox_2: 0.1992 loss_giou_2: 0.3584 loss_ce_3: 0.3084 loss_bbox_3: 0.1902 loss_giou_3: 0.3497 loss_ce_4: 0.3045 loss_bbox_4: 0.1888 loss_giou_4: 0.3413 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:30] d2.utils.events INFO: eta: 20:50:49 iter: 182499 total_loss: 5.96 loss_ce: 0.2941 loss_bbox: 0.1949 loss_giou: 0.3311 loss_ce_0: 0.5045 loss_bbox_0: 0.3234 loss_giou_0: 0.529 loss_ce_1: 0.4028 loss_bbox_1: 0.2316 loss_giou_1: 0.3895 loss_ce_2: 0.3507 loss_bbox_2: 0.2125 loss_giou_2: 0.352 loss_ce_3: 0.3052 loss_bbox_3: 0.2026 loss_giou_3: 0.3432 loss_ce_4: 0.2979 loss_bbox_4: 0.1964 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:36] d2.utils.events INFO: eta: 20:50:28 iter: 182519 total_loss: 5.731 loss_ce: 0.3029 loss_bbox: 0.1839 loss_giou: 0.3286 loss_ce_0: 0.512 loss_bbox_0: 0.3276 loss_giou_0: 0.5004 loss_ce_1: 0.4021 loss_bbox_1: 0.2329 loss_giou_1: 0.3809 loss_ce_2: 0.3452 loss_bbox_2: 0.2069 loss_giou_2: 0.3565 loss_ce_3: 0.3176 loss_bbox_3: 0.1933 loss_giou_3: 0.3397 loss_ce_4: 0.3087 loss_bbox_4: 0.1867 loss_giou_4: 0.3261 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:42] d2.utils.events INFO: eta: 20:50:32 iter: 182539 total_loss: 5.684 loss_ce: 0.3118 loss_bbox: 0.1897 loss_giou: 0.3414 loss_ce_0: 0.5113 loss_bbox_0: 0.3219 loss_giou_0: 0.5048 loss_ce_1: 0.407 loss_bbox_1: 0.2228 loss_giou_1: 0.38 loss_ce_2: 0.3528 loss_bbox_2: 0.2043 loss_giou_2: 0.3507 loss_ce_3: 0.3135 loss_bbox_3: 0.1955 loss_giou_3: 0.3472 loss_ce_4: 0.2963 loss_bbox_4: 0.1907 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:47] d2.utils.events INFO: eta: 20:50:02 iter: 182559 total_loss: 5.848 loss_ce: 0.2909 loss_bbox: 0.1754 loss_giou: 0.3334 loss_ce_0: 0.508 loss_bbox_0: 0.3156 loss_giou_0: 0.5348 loss_ce_1: 0.3959 loss_bbox_1: 0.2144 loss_giou_1: 0.3907 loss_ce_2: 0.322 loss_bbox_2: 0.1896 loss_giou_2: 0.3508 loss_ce_3: 0.2971 loss_bbox_3: 0.1851 loss_giou_3: 0.3432 loss_ce_4: 0.2886 loss_bbox_4: 0.1783 loss_giou_4: 0.3369 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:53] d2.utils.events INFO: eta: 20:50:11 iter: 182579 total_loss: 5.728 loss_ce: 0.2966 loss_bbox: 0.188 loss_giou: 0.3391 loss_ce_0: 0.5069 loss_bbox_0: 0.3335 loss_giou_0: 0.5063 loss_ce_1: 0.4021 loss_bbox_1: 0.225 loss_giou_1: 0.3839 loss_ce_2: 0.3285 loss_bbox_2: 0.2055 loss_giou_2: 0.3498 loss_ce_3: 0.3039 loss_bbox_3: 0.1962 loss_giou_3: 0.3438 loss_ce_4: 0.2948 loss_bbox_4: 0.1898 loss_giou_4: 0.3394 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:05:59] d2.utils.events INFO: eta: 20:50:15 iter: 182599 total_loss: 5.852 loss_ce: 0.3037 loss_bbox: 0.1811 loss_giou: 0.347 loss_ce_0: 0.5101 loss_bbox_0: 0.3031 loss_giou_0: 0.5364 loss_ce_1: 0.402 loss_bbox_1: 0.2138 loss_giou_1: 0.4016 loss_ce_2: 0.3439 loss_bbox_2: 0.1974 loss_giou_2: 0.3763 loss_ce_3: 0.3225 loss_bbox_3: 0.1919 loss_giou_3: 0.3632 loss_ce_4: 0.3068 loss_bbox_4: 0.1889 loss_giou_4: 0.3527 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:04] d2.utils.events INFO: eta: 20:50:10 iter: 182619 total_loss: 5.684 loss_ce: 0.2835 loss_bbox: 0.1927 loss_giou: 0.3314 loss_ce_0: 0.5065 loss_bbox_0: 0.3187 loss_giou_0: 0.5232 loss_ce_1: 0.4009 loss_bbox_1: 0.2267 loss_giou_1: 0.3811 loss_ce_2: 0.3301 loss_bbox_2: 0.2032 loss_giou_2: 0.3521 loss_ce_3: 0.2945 loss_bbox_3: 0.198 loss_giou_3: 0.3405 loss_ce_4: 0.2861 loss_bbox_4: 0.1936 loss_giou_4: 0.3355 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:10] d2.utils.events INFO: eta: 20:50:04 iter: 182639 total_loss: 5.673 loss_ce: 0.2822 loss_bbox: 0.1937 loss_giou: 0.341 loss_ce_0: 0.4901 loss_bbox_0: 0.3281 loss_giou_0: 0.5445 loss_ce_1: 0.3846 loss_bbox_1: 0.2326 loss_giou_1: 0.3945 loss_ce_2: 0.3249 loss_bbox_2: 0.2065 loss_giou_2: 0.3595 loss_ce_3: 0.2879 loss_bbox_3: 0.2043 loss_giou_3: 0.3495 loss_ce_4: 0.2782 loss_bbox_4: 0.1973 loss_giou_4: 0.344 time: 0.2802 data_time: 0.0349 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:16] d2.utils.events INFO: eta: 20:50:10 iter: 182659 total_loss: 5.713 loss_ce: 0.2839 loss_bbox: 0.1727 loss_giou: 0.3388 loss_ce_0: 0.4803 loss_bbox_0: 0.3143 loss_giou_0: 0.5359 loss_ce_1: 0.3897 loss_bbox_1: 0.2163 loss_giou_1: 0.3938 loss_ce_2: 0.3156 loss_bbox_2: 0.1863 loss_giou_2: 0.3654 loss_ce_3: 0.2877 loss_bbox_3: 0.1842 loss_giou_3: 0.353 loss_ce_4: 0.2833 loss_bbox_4: 0.1792 loss_giou_4: 0.3446 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:22] d2.utils.events INFO: eta: 20:50:16 iter: 182679 total_loss: 5.861 loss_ce: 0.3163 loss_bbox: 0.1743 loss_giou: 0.3509 loss_ce_0: 0.5003 loss_bbox_0: 0.316 loss_giou_0: 0.5381 loss_ce_1: 0.4033 loss_bbox_1: 0.211 loss_giou_1: 0.4013 loss_ce_2: 0.3425 loss_bbox_2: 0.1942 loss_giou_2: 0.3696 loss_ce_3: 0.3202 loss_bbox_3: 0.181 loss_giou_3: 0.3564 loss_ce_4: 0.3167 loss_bbox_4: 0.1811 loss_giou_4: 0.3522 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:27] d2.utils.events INFO: eta: 20:50:20 iter: 182699 total_loss: 5.781 loss_ce: 0.3017 loss_bbox: 0.1797 loss_giou: 0.3247 loss_ce_0: 0.5083 loss_bbox_0: 0.3128 loss_giou_0: 0.5237 loss_ce_1: 0.3888 loss_bbox_1: 0.2217 loss_giou_1: 0.3727 loss_ce_2: 0.3301 loss_bbox_2: 0.1994 loss_giou_2: 0.34 loss_ce_3: 0.3131 loss_bbox_3: 0.1874 loss_giou_3: 0.3368 loss_ce_4: 0.3012 loss_bbox_4: 0.1817 loss_giou_4: 0.3318 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:33] d2.utils.events INFO: eta: 20:50:28 iter: 182719 total_loss: 5.545 loss_ce: 0.2912 loss_bbox: 0.1804 loss_giou: 0.3309 loss_ce_0: 0.4996 loss_bbox_0: 0.3221 loss_giou_0: 0.5336 loss_ce_1: 0.4013 loss_bbox_1: 0.2204 loss_giou_1: 0.396 loss_ce_2: 0.3197 loss_bbox_2: 0.1974 loss_giou_2: 0.36 loss_ce_3: 0.306 loss_bbox_3: 0.1876 loss_giou_3: 0.3534 loss_ce_4: 0.2886 loss_bbox_4: 0.1834 loss_giou_4: 0.3374 time: 0.2802 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:39] d2.utils.events INFO: eta: 20:50:30 iter: 182739 total_loss: 5.533 loss_ce: 0.2919 loss_bbox: 0.171 loss_giou: 0.3315 loss_ce_0: 0.5001 loss_bbox_0: 0.3019 loss_giou_0: 0.5065 loss_ce_1: 0.3993 loss_bbox_1: 0.208 loss_giou_1: 0.3775 loss_ce_2: 0.3364 loss_bbox_2: 0.1859 loss_giou_2: 0.3468 loss_ce_3: 0.291 loss_bbox_3: 0.1786 loss_giou_3: 0.3331 loss_ce_4: 0.2891 loss_bbox_4: 0.1769 loss_giou_4: 0.3349 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:44] d2.utils.events INFO: eta: 20:50:03 iter: 182759 total_loss: 6.021 loss_ce: 0.3184 loss_bbox: 0.1847 loss_giou: 0.3347 loss_ce_0: 0.5133 loss_bbox_0: 0.3181 loss_giou_0: 0.547 loss_ce_1: 0.4255 loss_bbox_1: 0.2187 loss_giou_1: 0.3955 loss_ce_2: 0.3623 loss_bbox_2: 0.1961 loss_giou_2: 0.3573 loss_ce_3: 0.3327 loss_bbox_3: 0.1887 loss_giou_3: 0.344 loss_ce_4: 0.317 loss_bbox_4: 0.1876 loss_giou_4: 0.333 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:50] d2.utils.events INFO: eta: 20:50:05 iter: 182779 total_loss: 6 loss_ce: 0.3056 loss_bbox: 0.1883 loss_giou: 0.3417 loss_ce_0: 0.515 loss_bbox_0: 0.3166 loss_giou_0: 0.5281 loss_ce_1: 0.4113 loss_bbox_1: 0.2182 loss_giou_1: 0.3988 loss_ce_2: 0.354 loss_bbox_2: 0.1964 loss_giou_2: 0.3583 loss_ce_3: 0.3206 loss_bbox_3: 0.1931 loss_giou_3: 0.3532 loss_ce_4: 0.3169 loss_bbox_4: 0.1875 loss_giou_4: 0.347 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:06:56] d2.utils.events INFO: eta: 20:50:13 iter: 182799 total_loss: 5.734 loss_ce: 0.2969 loss_bbox: 0.1855 loss_giou: 0.3578 loss_ce_0: 0.5087 loss_bbox_0: 0.3196 loss_giou_0: 0.5197 loss_ce_1: 0.399 loss_bbox_1: 0.2234 loss_giou_1: 0.3932 loss_ce_2: 0.3282 loss_bbox_2: 0.1995 loss_giou_2: 0.3701 loss_ce_3: 0.3008 loss_bbox_3: 0.1952 loss_giou_3: 0.3595 loss_ce_4: 0.2871 loss_bbox_4: 0.1913 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:01] d2.utils.events INFO: eta: 20:50:58 iter: 182819 total_loss: 5.837 loss_ce: 0.2891 loss_bbox: 0.1757 loss_giou: 0.3465 loss_ce_0: 0.4993 loss_bbox_0: 0.3165 loss_giou_0: 0.552 loss_ce_1: 0.3886 loss_bbox_1: 0.2135 loss_giou_1: 0.4125 loss_ce_2: 0.327 loss_bbox_2: 0.193 loss_giou_2: 0.3724 loss_ce_3: 0.3005 loss_bbox_3: 0.1886 loss_giou_3: 0.3608 loss_ce_4: 0.2924 loss_bbox_4: 0.1778 loss_giou_4: 0.3509 time: 0.2802 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:07] d2.utils.events INFO: eta: 20:50:56 iter: 182839 total_loss: 5.724 loss_ce: 0.2826 loss_bbox: 0.1763 loss_giou: 0.3525 loss_ce_0: 0.4951 loss_bbox_0: 0.3156 loss_giou_0: 0.5271 loss_ce_1: 0.3906 loss_bbox_1: 0.2145 loss_giou_1: 0.3984 loss_ce_2: 0.327 loss_bbox_2: 0.1932 loss_giou_2: 0.3752 loss_ce_3: 0.2926 loss_bbox_3: 0.1835 loss_giou_3: 0.3647 loss_ce_4: 0.281 loss_bbox_4: 0.1808 loss_giou_4: 0.3534 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:13] d2.utils.events INFO: eta: 20:50:38 iter: 182859 total_loss: 5.804 loss_ce: 0.2915 loss_bbox: 0.2035 loss_giou: 0.334 loss_ce_0: 0.4882 loss_bbox_0: 0.3244 loss_giou_0: 0.4969 loss_ce_1: 0.3895 loss_bbox_1: 0.231 loss_giou_1: 0.3692 loss_ce_2: 0.3237 loss_bbox_2: 0.2135 loss_giou_2: 0.3408 loss_ce_3: 0.3068 loss_bbox_3: 0.2031 loss_giou_3: 0.334 loss_ce_4: 0.2894 loss_bbox_4: 0.196 loss_giou_4: 0.3238 time: 0.2802 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:18] d2.utils.events INFO: eta: 20:50:18 iter: 182879 total_loss: 5.725 loss_ce: 0.2804 loss_bbox: 0.1822 loss_giou: 0.3295 loss_ce_0: 0.495 loss_bbox_0: 0.3226 loss_giou_0: 0.4967 loss_ce_1: 0.3837 loss_bbox_1: 0.2094 loss_giou_1: 0.3567 loss_ce_2: 0.3254 loss_bbox_2: 0.195 loss_giou_2: 0.3352 loss_ce_3: 0.294 loss_bbox_3: 0.1844 loss_giou_3: 0.3337 loss_ce_4: 0.2765 loss_bbox_4: 0.1822 loss_giou_4: 0.3304 time: 0.2802 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:24] d2.utils.events INFO: eta: 20:50:22 iter: 182899 total_loss: 6.006 loss_ce: 0.3014 loss_bbox: 0.2084 loss_giou: 0.3627 loss_ce_0: 0.5179 loss_bbox_0: 0.3331 loss_giou_0: 0.5324 loss_ce_1: 0.4093 loss_bbox_1: 0.2347 loss_giou_1: 0.3984 loss_ce_2: 0.3435 loss_bbox_2: 0.2127 loss_giou_2: 0.3749 loss_ce_3: 0.3188 loss_bbox_3: 0.2085 loss_giou_3: 0.3632 loss_ce_4: 0.3032 loss_bbox_4: 0.2011 loss_giou_4: 0.3597 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:30] d2.utils.events INFO: eta: 20:50:40 iter: 182919 total_loss: 5.835 loss_ce: 0.3071 loss_bbox: 0.1786 loss_giou: 0.332 loss_ce_0: 0.5122 loss_bbox_0: 0.3319 loss_giou_0: 0.5247 loss_ce_1: 0.3905 loss_bbox_1: 0.2251 loss_giou_1: 0.3905 loss_ce_2: 0.3462 loss_bbox_2: 0.1957 loss_giou_2: 0.3539 loss_ce_3: 0.3143 loss_bbox_3: 0.1879 loss_giou_3: 0.3409 loss_ce_4: 0.3122 loss_bbox_4: 0.1843 loss_giou_4: 0.3348 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:36] d2.utils.events INFO: eta: 20:50:47 iter: 182939 total_loss: 5.829 loss_ce: 0.3109 loss_bbox: 0.1792 loss_giou: 0.3242 loss_ce_0: 0.5086 loss_bbox_0: 0.3131 loss_giou_0: 0.5141 loss_ce_1: 0.4013 loss_bbox_1: 0.2133 loss_giou_1: 0.3849 loss_ce_2: 0.344 loss_bbox_2: 0.1959 loss_giou_2: 0.3449 loss_ce_3: 0.3217 loss_bbox_3: 0.1909 loss_giou_3: 0.331 loss_ce_4: 0.3148 loss_bbox_4: 0.1841 loss_giou_4: 0.329 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:41] d2.utils.events INFO: eta: 20:50:29 iter: 182959 total_loss: 5.788 loss_ce: 0.2935 loss_bbox: 0.1851 loss_giou: 0.3329 loss_ce_0: 0.5065 loss_bbox_0: 0.3146 loss_giou_0: 0.504 loss_ce_1: 0.4041 loss_bbox_1: 0.22 loss_giou_1: 0.38 loss_ce_2: 0.3468 loss_bbox_2: 0.1942 loss_giou_2: 0.3499 loss_ce_3: 0.3106 loss_bbox_3: 0.1839 loss_giou_3: 0.3421 loss_ce_4: 0.2947 loss_bbox_4: 0.187 loss_giou_4: 0.3412 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:47] d2.utils.events INFO: eta: 20:50:23 iter: 182979 total_loss: 6.079 loss_ce: 0.3077 loss_bbox: 0.1836 loss_giou: 0.3465 loss_ce_0: 0.5021 loss_bbox_0: 0.3229 loss_giou_0: 0.5327 loss_ce_1: 0.4096 loss_bbox_1: 0.2174 loss_giou_1: 0.3916 loss_ce_2: 0.3339 loss_bbox_2: 0.1951 loss_giou_2: 0.3591 loss_ce_3: 0.3108 loss_bbox_3: 0.1861 loss_giou_3: 0.3594 loss_ce_4: 0.3109 loss_bbox_4: 0.1839 loss_giou_4: 0.3478 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:53] d2.utils.events INFO: eta: 20:51:15 iter: 182999 total_loss: 5.99 loss_ce: 0.3081 loss_bbox: 0.19 loss_giou: 0.3467 loss_ce_0: 0.4983 loss_bbox_0: 0.3164 loss_giou_0: 0.5188 loss_ce_1: 0.3949 loss_bbox_1: 0.2228 loss_giou_1: 0.3938 loss_ce_2: 0.3457 loss_bbox_2: 0.2016 loss_giou_2: 0.3657 loss_ce_3: 0.3132 loss_bbox_3: 0.1928 loss_giou_3: 0.3614 loss_ce_4: 0.3032 loss_bbox_4: 0.1888 loss_giou_4: 0.3554 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 04:07:58] d2.utils.events INFO: eta: 20:51:24 iter: 183019 total_loss: 5.933 loss_ce: 0.3271 loss_bbox: 0.2006 loss_giou: 0.3472 loss_ce_0: 0.5236 loss_bbox_0: 0.3258 loss_giou_0: 0.5158 loss_ce_1: 0.4111 loss_bbox_1: 0.2286 loss_giou_1: 0.3867 loss_ce_2: 0.3463 loss_bbox_2: 0.2189 loss_giou_2: 0.3588 loss_ce_3: 0.3137 loss_bbox_3: 0.2077 loss_giou_3: 0.3456 loss_ce_4: 0.3256 loss_bbox_4: 0.2072 loss_giou_4: 0.3424 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:04] d2.utils.events INFO: eta: 20:51:19 iter: 183039 total_loss: 6.118 loss_ce: 0.3058 loss_bbox: 0.1926 loss_giou: 0.3702 loss_ce_0: 0.5183 loss_bbox_0: 0.3312 loss_giou_0: 0.5536 loss_ce_1: 0.406 loss_bbox_1: 0.2246 loss_giou_1: 0.4015 loss_ce_2: 0.3548 loss_bbox_2: 0.208 loss_giou_2: 0.3834 loss_ce_3: 0.32 loss_bbox_3: 0.199 loss_giou_3: 0.373 loss_ce_4: 0.315 loss_bbox_4: 0.1975 loss_giou_4: 0.3699 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:10] d2.utils.events INFO: eta: 20:50:44 iter: 183059 total_loss: 5.91 loss_ce: 0.3214 loss_bbox: 0.1788 loss_giou: 0.3355 loss_ce_0: 0.4975 loss_bbox_0: 0.2981 loss_giou_0: 0.5119 loss_ce_1: 0.4024 loss_bbox_1: 0.2117 loss_giou_1: 0.3804 loss_ce_2: 0.3482 loss_bbox_2: 0.1911 loss_giou_2: 0.3569 loss_ce_3: 0.3206 loss_bbox_3: 0.1884 loss_giou_3: 0.3457 loss_ce_4: 0.3153 loss_bbox_4: 0.1827 loss_giou_4: 0.342 time: 0.2802 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:15] d2.utils.events INFO: eta: 20:50:09 iter: 183079 total_loss: 5.772 loss_ce: 0.297 loss_bbox: 0.2025 loss_giou: 0.3469 loss_ce_0: 0.5052 loss_bbox_0: 0.3334 loss_giou_0: 0.5212 loss_ce_1: 0.4005 loss_bbox_1: 0.2427 loss_giou_1: 0.3889 loss_ce_2: 0.338 loss_bbox_2: 0.208 loss_giou_2: 0.3585 loss_ce_3: 0.3038 loss_bbox_3: 0.2069 loss_giou_3: 0.3554 loss_ce_4: 0.2899 loss_bbox_4: 0.2076 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:21] d2.utils.events INFO: eta: 20:50:03 iter: 183099 total_loss: 6.098 loss_ce: 0.3319 loss_bbox: 0.193 loss_giou: 0.3549 loss_ce_0: 0.5269 loss_bbox_0: 0.3351 loss_giou_0: 0.5482 loss_ce_1: 0.424 loss_bbox_1: 0.2337 loss_giou_1: 0.3879 loss_ce_2: 0.3708 loss_bbox_2: 0.2067 loss_giou_2: 0.3644 loss_ce_3: 0.3426 loss_bbox_3: 0.1972 loss_giou_3: 0.3618 loss_ce_4: 0.3309 loss_bbox_4: 0.1968 loss_giou_4: 0.3548 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:27] d2.utils.events INFO: eta: 20:49:44 iter: 183119 total_loss: 5.983 loss_ce: 0.3325 loss_bbox: 0.1805 loss_giou: 0.3426 loss_ce_0: 0.5291 loss_bbox_0: 0.3135 loss_giou_0: 0.5272 loss_ce_1: 0.4205 loss_bbox_1: 0.2206 loss_giou_1: 0.3842 loss_ce_2: 0.3728 loss_bbox_2: 0.1921 loss_giou_2: 0.3504 loss_ce_3: 0.3452 loss_bbox_3: 0.1874 loss_giou_3: 0.3531 loss_ce_4: 0.3322 loss_bbox_4: 0.181 loss_giou_4: 0.3444 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:32] d2.utils.events INFO: eta: 20:49:52 iter: 183139 total_loss: 5.922 loss_ce: 0.3018 loss_bbox: 0.1967 loss_giou: 0.3359 loss_ce_0: 0.5131 loss_bbox_0: 0.3312 loss_giou_0: 0.5044 loss_ce_1: 0.4075 loss_bbox_1: 0.235 loss_giou_1: 0.3846 loss_ce_2: 0.3501 loss_bbox_2: 0.2132 loss_giou_2: 0.3604 loss_ce_3: 0.3186 loss_bbox_3: 0.2085 loss_giou_3: 0.3496 loss_ce_4: 0.3024 loss_bbox_4: 0.2011 loss_giou_4: 0.3414 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:38] d2.utils.events INFO: eta: 20:49:32 iter: 183159 total_loss: 5.75 loss_ce: 0.3047 loss_bbox: 0.1852 loss_giou: 0.3374 loss_ce_0: 0.4913 loss_bbox_0: 0.3039 loss_giou_0: 0.5251 loss_ce_1: 0.4096 loss_bbox_1: 0.2156 loss_giou_1: 0.3856 loss_ce_2: 0.3581 loss_bbox_2: 0.1946 loss_giou_2: 0.3631 loss_ce_3: 0.3198 loss_bbox_3: 0.1901 loss_giou_3: 0.3516 loss_ce_4: 0.3048 loss_bbox_4: 0.1849 loss_giou_4: 0.3436 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:44] d2.utils.events INFO: eta: 20:49:04 iter: 183179 total_loss: 6.026 loss_ce: 0.3089 loss_bbox: 0.1938 loss_giou: 0.3486 loss_ce_0: 0.5106 loss_bbox_0: 0.3294 loss_giou_0: 0.5255 loss_ce_1: 0.4044 loss_bbox_1: 0.2282 loss_giou_1: 0.3999 loss_ce_2: 0.3391 loss_bbox_2: 0.2018 loss_giou_2: 0.3717 loss_ce_3: 0.3135 loss_bbox_3: 0.1981 loss_giou_3: 0.3506 loss_ce_4: 0.3097 loss_bbox_4: 0.1924 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:49] d2.utils.events INFO: eta: 20:48:37 iter: 183199 total_loss: 5.789 loss_ce: 0.3027 loss_bbox: 0.1781 loss_giou: 0.3439 loss_ce_0: 0.4933 loss_bbox_0: 0.3103 loss_giou_0: 0.5363 loss_ce_1: 0.3972 loss_bbox_1: 0.2181 loss_giou_1: 0.4037 loss_ce_2: 0.3428 loss_bbox_2: 0.1923 loss_giou_2: 0.3671 loss_ce_3: 0.3168 loss_bbox_3: 0.1818 loss_giou_3: 0.3531 loss_ce_4: 0.3063 loss_bbox_4: 0.1812 loss_giou_4: 0.3471 time: 0.2802 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 04:08:55] d2.utils.events INFO: eta: 20:47:53 iter: 183219 total_loss: 5.691 loss_ce: 0.3163 loss_bbox: 0.1948 loss_giou: 0.3248 loss_ce_0: 0.5024 loss_bbox_0: 0.3217 loss_giou_0: 0.4858 loss_ce_1: 0.395 loss_bbox_1: 0.2196 loss_giou_1: 0.3661 loss_ce_2: 0.3425 loss_bbox_2: 0.2036 loss_giou_2: 0.3389 loss_ce_3: 0.3258 loss_bbox_3: 0.1963 loss_giou_3: 0.3308 loss_ce_4: 0.3139 loss_bbox_4: 0.1973 loss_giou_4: 0.3293 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:09:01] d2.utils.events INFO: eta: 20:48:32 iter: 183239 total_loss: 5.683 loss_ce: 0.286 loss_bbox: 0.1939 loss_giou: 0.3602 loss_ce_0: 0.4954 loss_bbox_0: 0.3125 loss_giou_0: 0.5455 loss_ce_1: 0.391 loss_bbox_1: 0.2144 loss_giou_1: 0.3928 loss_ce_2: 0.3344 loss_bbox_2: 0.207 loss_giou_2: 0.3716 loss_ce_3: 0.2973 loss_bbox_3: 0.1999 loss_giou_3: 0.3648 loss_ce_4: 0.2897 loss_bbox_4: 0.2021 loss_giou_4: 0.3572 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 04:09:04] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 04:09:04] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 04:09:04] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 04:09:04] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 04:09:05] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 04:09:05] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 04:09:11] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0011 s/iter. Inference: 0.0465 s/iter. Eval: 0.0003 s/iter. Total: 0.0479 s/iter. ETA=0:00:29 [11/03 04:09:16] d2.evaluation.evaluator INFO: Inference done 99/625. Dataloading: 0.0030 s/iter. Inference: 0.0474 s/iter. Eval: 0.0059 s/iter. Total: 0.0564 s/iter. ETA=0:00:29 [11/03 04:09:22] d2.evaluation.evaluator INFO: Inference done 199/625. Dataloading: 0.0027 s/iter. Inference: 0.0473 s/iter. Eval: 0.0031 s/iter. Total: 0.0532 s/iter. ETA=0:00:22 [11/03 04:09:27] d2.evaluation.evaluator INFO: Inference done 296/625. Dataloading: 0.0027 s/iter. Inference: 0.0477 s/iter. Eval: 0.0022 s/iter. Total: 0.0527 s/iter. ETA=0:00:17 [11/03 04:09:32] d2.evaluation.evaluator INFO: Inference done 392/625. Dataloading: 0.0027 s/iter. Inference: 0.0482 s/iter. Eval: 0.0017 s/iter. Total: 0.0527 s/iter. ETA=0:00:12 [11/03 04:09:37] d2.evaluation.evaluator INFO: Inference done 475/625. Dataloading: 0.0027 s/iter. Inference: 0.0498 s/iter. Eval: 0.0015 s/iter. Total: 0.0541 s/iter. ETA=0:00:08 [11/03 04:09:42] d2.evaluation.evaluator INFO: Inference done 572/625. Dataloading: 0.0027 s/iter. Inference: 0.0496 s/iter. Eval: 0.0013 s/iter. Total: 0.0537 s/iter. ETA=0:00:02 [11/03 04:09:45] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.365188 (0.053815 s / iter per device, on 8 devices) [11/03 04:09:45] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049363 s / iter per device, on 8 devices) [11/03 04:09:51] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 04:09:51] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 04:09:53] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 04:09:56] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 04:10:09] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.22 seconds. [11/03 04:10:10] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 04:10:11] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.39 seconds. [11/03 04:10:11] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.538 | 60.469 | 44.281 | 23.935 | 44.887 | 55.908 | [11/03 04:10:11] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 52.658 | bicycle | 28.310 | car | 42.276 | | motorcycle | 42.496 | airplane | 66.654 | bus | 64.314 | | train | 65.724 | truck | 35.228 | boat | 24.769 | | traffic light | 25.094 | fire hydrant | 65.659 | stop sign | 64.467 | | parking meter | 48.715 | bench | 23.771 | bird | 37.355 | | cat | 72.027 | dog | 66.018 | horse | 60.779 | | sheep | 51.284 | cow | 58.817 | elephant | 63.416 | | bear | 75.661 | zebra | 64.805 | giraffe | 65.037 | | backpack | 14.342 | umbrella | 35.769 | handbag | 13.857 | | tie | 30.177 | suitcase | 38.502 | frisbee | 68.233 | | skis | 25.890 | snowboard | 42.128 | sports ball | 46.187 | | kite | 45.459 | baseball bat | 29.699 | baseball glove | 38.897 | | skateboard | 53.379 | surfboard | 37.843 | tennis racket | 48.317 | | bottle | 35.185 | wine glass | 32.934 | cup | 38.143 | | fork | 30.173 | knife | 15.541 | spoon | 16.400 | | bowl | 41.614 | banana | 21.912 | apple | 21.669 | | sandwich | 36.306 | orange | 29.856 | broccoli | 21.426 | | carrot | 19.158 | hot dog | 38.663 | pizza | 52.756 | | donut | 43.093 | cake | 36.502 | chair | 25.344 | | couch | 46.139 | potted plant | 24.983 | bed | 46.845 | | dining table | 28.597 | toilet | 63.139 | tv | 55.116 | | laptop | 60.224 | mouse | 57.966 | remote | 31.917 | | keyboard | 50.075 | cell phone | 36.937 | microwave | 63.924 | | oven | 33.330 | toaster | 23.114 | sink | 36.366 | | refrigerator | 59.630 | book | 12.566 | clock | 51.263 | | vase | 37.920 | scissors | 35.859 | teddy bear | 45.640 | | hair drier | 12.522 | toothbrush | 18.302 | | | [11/03 04:10:12] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 04:10:12] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 04:10:12] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 04:10:12] d2.evaluation.testing INFO: copypaste: 41.5383,60.4687,44.2811,23.9351,44.8875,55.9078 [11/03 04:10:15] d2.utils.events INFO: eta: 20:48:51 iter: 183259 total_loss: 5.722 loss_ce: 0.288 loss_bbox: 0.1813 loss_giou: 0.3509 loss_ce_0: 0.4937 loss_bbox_0: 0.307 loss_giou_0: 0.5216 loss_ce_1: 0.3822 loss_bbox_1: 0.2135 loss_giou_1: 0.393 loss_ce_2: 0.3311 loss_bbox_2: 0.1958 loss_giou_2: 0.357 loss_ce_3: 0.3045 loss_bbox_3: 0.1871 loss_giou_3: 0.349 loss_ce_4: 0.2876 loss_bbox_4: 0.1818 loss_giou_4: 0.3508 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 04:10:21] d2.utils.events INFO: eta: 20:48:36 iter: 183279 total_loss: 5.832 loss_ce: 0.3027 loss_bbox: 0.1734 loss_giou: 0.3262 loss_ce_0: 0.5149 loss_bbox_0: 0.3158 loss_giou_0: 0.5278 loss_ce_1: 0.3858 loss_bbox_1: 0.1986 loss_giou_1: 0.3733 loss_ce_2: 0.3358 loss_bbox_2: 0.1963 loss_giou_2: 0.3454 loss_ce_3: 0.3185 loss_bbox_3: 0.1806 loss_giou_3: 0.3323 loss_ce_4: 0.3079 loss_bbox_4: 0.1767 loss_giou_4: 0.3329 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 04:10:26] d2.utils.events INFO: eta: 20:48:28 iter: 183299 total_loss: 5.587 loss_ce: 0.2911 loss_bbox: 0.1833 loss_giou: 0.3344 loss_ce_0: 0.4925 loss_bbox_0: 0.3103 loss_giou_0: 0.5153 loss_ce_1: 0.3951 loss_bbox_1: 0.2149 loss_giou_1: 0.3793 loss_ce_2: 0.326 loss_bbox_2: 0.197 loss_giou_2: 0.3558 loss_ce_3: 0.3026 loss_bbox_3: 0.1932 loss_giou_3: 0.3426 loss_ce_4: 0.2925 loss_bbox_4: 0.1883 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 04:10:32] d2.utils.events INFO: eta: 20:48:29 iter: 183319 total_loss: 5.694 loss_ce: 0.2902 loss_bbox: 0.1857 loss_giou: 0.3547 loss_ce_0: 0.4939 loss_bbox_0: 0.3058 loss_giou_0: 0.5248 loss_ce_1: 0.3924 loss_bbox_1: 0.2221 loss_giou_1: 0.3964 loss_ce_2: 0.3326 loss_bbox_2: 0.2001 loss_giou_2: 0.3734 loss_ce_3: 0.304 loss_bbox_3: 0.1907 loss_giou_3: 0.3626 loss_ce_4: 0.2889 loss_bbox_4: 0.1839 loss_giou_4: 0.352 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:10:38] d2.utils.events INFO: eta: 20:48:35 iter: 183339 total_loss: 5.585 loss_ce: 0.2879 loss_bbox: 0.1799 loss_giou: 0.3235 loss_ce_0: 0.4893 loss_bbox_0: 0.3181 loss_giou_0: 0.5081 loss_ce_1: 0.3872 loss_bbox_1: 0.2177 loss_giou_1: 0.3763 loss_ce_2: 0.3357 loss_bbox_2: 0.1937 loss_giou_2: 0.345 loss_ce_3: 0.3002 loss_bbox_3: 0.1906 loss_giou_3: 0.3292 loss_ce_4: 0.2897 loss_bbox_4: 0.1829 loss_giou_4: 0.325 time: 0.2802 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 04:10:43] d2.utils.events INFO: eta: 20:48:18 iter: 183359 total_loss: 5.675 loss_ce: 0.2956 loss_bbox: 0.1862 loss_giou: 0.3347 loss_ce_0: 0.5052 loss_bbox_0: 0.3147 loss_giou_0: 0.5198 loss_ce_1: 0.3914 loss_bbox_1: 0.2177 loss_giou_1: 0.3864 loss_ce_2: 0.3213 loss_bbox_2: 0.1953 loss_giou_2: 0.361 loss_ce_3: 0.2966 loss_bbox_3: 0.1866 loss_giou_3: 0.3483 loss_ce_4: 0.289 loss_bbox_4: 0.186 loss_giou_4: 0.335 time: 0.2802 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 04:10:49] d2.utils.events INFO: eta: 20:47:52 iter: 183379 total_loss: 5.458 loss_ce: 0.309 loss_bbox: 0.1662 loss_giou: 0.323 loss_ce_0: 0.4959 loss_bbox_0: 0.3046 loss_giou_0: 0.508 loss_ce_1: 0.4039 loss_bbox_1: 0.2079 loss_giou_1: 0.3664 loss_ce_2: 0.3456 loss_bbox_2: 0.1828 loss_giou_2: 0.3371 loss_ce_3: 0.317 loss_bbox_3: 0.1777 loss_giou_3: 0.3301 loss_ce_4: 0.3153 loss_bbox_4: 0.1697 loss_giou_4: 0.3234 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 04:10:55] d2.utils.events INFO: eta: 20:47:54 iter: 183399 total_loss: 5.813 loss_ce: 0.2912 loss_bbox: 0.1791 loss_giou: 0.3431 loss_ce_0: 0.5115 loss_bbox_0: 0.3146 loss_giou_0: 0.5089 loss_ce_1: 0.4054 loss_bbox_1: 0.2176 loss_giou_1: 0.3911 loss_ce_2: 0.3423 loss_bbox_2: 0.1991 loss_giou_2: 0.3591 loss_ce_3: 0.3 loss_bbox_3: 0.1861 loss_giou_3: 0.3555 loss_ce_4: 0.2857 loss_bbox_4: 0.1839 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:00] d2.utils.events INFO: eta: 20:48:07 iter: 183419 total_loss: 5.735 loss_ce: 0.3121 loss_bbox: 0.1819 loss_giou: 0.361 loss_ce_0: 0.5134 loss_bbox_0: 0.3169 loss_giou_0: 0.5552 loss_ce_1: 0.4021 loss_bbox_1: 0.2118 loss_giou_1: 0.4155 loss_ce_2: 0.344 loss_bbox_2: 0.1928 loss_giou_2: 0.3831 loss_ce_3: 0.3252 loss_bbox_3: 0.1893 loss_giou_3: 0.3726 loss_ce_4: 0.3121 loss_bbox_4: 0.1849 loss_giou_4: 0.3643 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:06] d2.utils.events INFO: eta: 20:48:01 iter: 183439 total_loss: 5.924 loss_ce: 0.3106 loss_bbox: 0.1964 loss_giou: 0.3533 loss_ce_0: 0.5018 loss_bbox_0: 0.3269 loss_giou_0: 0.5421 loss_ce_1: 0.4027 loss_bbox_1: 0.2274 loss_giou_1: 0.401 loss_ce_2: 0.3406 loss_bbox_2: 0.2076 loss_giou_2: 0.3751 loss_ce_3: 0.3237 loss_bbox_3: 0.2019 loss_giou_3: 0.3656 loss_ce_4: 0.3124 loss_bbox_4: 0.1977 loss_giou_4: 0.3585 time: 0.2802 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:12] d2.utils.events INFO: eta: 20:47:55 iter: 183459 total_loss: 5.64 loss_ce: 0.2791 loss_bbox: 0.1827 loss_giou: 0.3522 loss_ce_0: 0.498 loss_bbox_0: 0.3104 loss_giou_0: 0.5367 loss_ce_1: 0.3968 loss_bbox_1: 0.2121 loss_giou_1: 0.4027 loss_ce_2: 0.3254 loss_bbox_2: 0.193 loss_giou_2: 0.3665 loss_ce_3: 0.2925 loss_bbox_3: 0.1872 loss_giou_3: 0.3608 loss_ce_4: 0.284 loss_bbox_4: 0.1842 loss_giou_4: 0.3568 time: 0.2802 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:17] d2.utils.events INFO: eta: 20:47:07 iter: 183479 total_loss: 5.714 loss_ce: 0.2921 loss_bbox: 0.1827 loss_giou: 0.3481 loss_ce_0: 0.5168 loss_bbox_0: 0.3086 loss_giou_0: 0.5626 loss_ce_1: 0.3919 loss_bbox_1: 0.218 loss_giou_1: 0.4067 loss_ce_2: 0.3339 loss_bbox_2: 0.1974 loss_giou_2: 0.3681 loss_ce_3: 0.3028 loss_bbox_3: 0.1889 loss_giou_3: 0.3634 loss_ce_4: 0.2935 loss_bbox_4: 0.1874 loss_giou_4: 0.3532 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:23] d2.utils.events INFO: eta: 20:46:27 iter: 183499 total_loss: 5.884 loss_ce: 0.3105 loss_bbox: 0.1941 loss_giou: 0.3331 loss_ce_0: 0.5138 loss_bbox_0: 0.3314 loss_giou_0: 0.5201 loss_ce_1: 0.4163 loss_bbox_1: 0.2353 loss_giou_1: 0.382 loss_ce_2: 0.3457 loss_bbox_2: 0.2129 loss_giou_2: 0.3484 loss_ce_3: 0.317 loss_bbox_3: 0.2031 loss_giou_3: 0.3363 loss_ce_4: 0.3103 loss_bbox_4: 0.202 loss_giou_4: 0.3317 time: 0.2802 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:29] d2.utils.events INFO: eta: 20:46:29 iter: 183519 total_loss: 6.019 loss_ce: 0.3197 loss_bbox: 0.192 loss_giou: 0.335 loss_ce_0: 0.5153 loss_bbox_0: 0.3295 loss_giou_0: 0.5139 loss_ce_1: 0.4116 loss_bbox_1: 0.2367 loss_giou_1: 0.3902 loss_ce_2: 0.3508 loss_bbox_2: 0.2092 loss_giou_2: 0.353 loss_ce_3: 0.3221 loss_bbox_3: 0.2082 loss_giou_3: 0.3406 loss_ce_4: 0.3148 loss_bbox_4: 0.1976 loss_giou_4: 0.3363 time: 0.2802 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:34] d2.utils.events INFO: eta: 20:47:01 iter: 183539 total_loss: 5.529 loss_ce: 0.3075 loss_bbox: 0.1772 loss_giou: 0.3072 loss_ce_0: 0.5163 loss_bbox_0: 0.3216 loss_giou_0: 0.4863 loss_ce_1: 0.3937 loss_bbox_1: 0.2171 loss_giou_1: 0.3605 loss_ce_2: 0.3403 loss_bbox_2: 0.1928 loss_giou_2: 0.3268 loss_ce_3: 0.313 loss_bbox_3: 0.1873 loss_giou_3: 0.3196 loss_ce_4: 0.3029 loss_bbox_4: 0.1837 loss_giou_4: 0.3098 time: 0.2802 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:40] d2.utils.events INFO: eta: 20:47:27 iter: 183559 total_loss: 5.886 loss_ce: 0.2958 loss_bbox: 0.1893 loss_giou: 0.3344 loss_ce_0: 0.4963 loss_bbox_0: 0.3215 loss_giou_0: 0.5384 loss_ce_1: 0.3941 loss_bbox_1: 0.2179 loss_giou_1: 0.3861 loss_ce_2: 0.3405 loss_bbox_2: 0.2033 loss_giou_2: 0.3486 loss_ce_3: 0.3162 loss_bbox_3: 0.1987 loss_giou_3: 0.3425 loss_ce_4: 0.2942 loss_bbox_4: 0.1926 loss_giou_4: 0.3356 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:46] d2.utils.events INFO: eta: 20:47:21 iter: 183579 total_loss: 5.858 loss_ce: 0.2936 loss_bbox: 0.1826 loss_giou: 0.3443 loss_ce_0: 0.5004 loss_bbox_0: 0.3128 loss_giou_0: 0.5193 loss_ce_1: 0.3925 loss_bbox_1: 0.2122 loss_giou_1: 0.3991 loss_ce_2: 0.3289 loss_bbox_2: 0.1979 loss_giou_2: 0.3689 loss_ce_3: 0.305 loss_bbox_3: 0.1881 loss_giou_3: 0.357 loss_ce_4: 0.2943 loss_bbox_4: 0.1859 loss_giou_4: 0.3523 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:51] d2.utils.events INFO: eta: 20:47:06 iter: 183599 total_loss: 5.632 loss_ce: 0.2913 loss_bbox: 0.1794 loss_giou: 0.3437 loss_ce_0: 0.5016 loss_bbox_0: 0.3223 loss_giou_0: 0.5224 loss_ce_1: 0.4061 loss_bbox_1: 0.2223 loss_giou_1: 0.3831 loss_ce_2: 0.3547 loss_bbox_2: 0.1977 loss_giou_2: 0.354 loss_ce_3: 0.3023 loss_bbox_3: 0.1841 loss_giou_3: 0.3493 loss_ce_4: 0.297 loss_bbox_4: 0.183 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 04:11:57] d2.utils.events INFO: eta: 20:46:53 iter: 183619 total_loss: 5.822 loss_ce: 0.2897 loss_bbox: 0.1969 loss_giou: 0.368 loss_ce_0: 0.4832 loss_bbox_0: 0.3283 loss_giou_0: 0.5493 loss_ce_1: 0.3826 loss_bbox_1: 0.23 loss_giou_1: 0.4073 loss_ce_2: 0.3108 loss_bbox_2: 0.2139 loss_giou_2: 0.3762 loss_ce_3: 0.2871 loss_bbox_3: 0.2047 loss_giou_3: 0.3729 loss_ce_4: 0.2874 loss_bbox_4: 0.1962 loss_giou_4: 0.3648 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:03] d2.utils.events INFO: eta: 20:47:00 iter: 183639 total_loss: 5.553 loss_ce: 0.302 loss_bbox: 0.1814 loss_giou: 0.3209 loss_ce_0: 0.4903 loss_bbox_0: 0.3111 loss_giou_0: 0.5264 loss_ce_1: 0.395 loss_bbox_1: 0.2111 loss_giou_1: 0.3623 loss_ce_2: 0.3319 loss_bbox_2: 0.1994 loss_giou_2: 0.3321 loss_ce_3: 0.3034 loss_bbox_3: 0.189 loss_giou_3: 0.325 loss_ce_4: 0.2997 loss_bbox_4: 0.1889 loss_giou_4: 0.3217 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:08] d2.utils.events INFO: eta: 20:46:54 iter: 183659 total_loss: 5.594 loss_ce: 0.2907 loss_bbox: 0.1837 loss_giou: 0.3029 loss_ce_0: 0.5047 loss_bbox_0: 0.3084 loss_giou_0: 0.4929 loss_ce_1: 0.393 loss_bbox_1: 0.2166 loss_giou_1: 0.3393 loss_ce_2: 0.3302 loss_bbox_2: 0.196 loss_giou_2: 0.3164 loss_ce_3: 0.3056 loss_bbox_3: 0.1887 loss_giou_3: 0.3117 loss_ce_4: 0.2968 loss_bbox_4: 0.1819 loss_giou_4: 0.3071 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:14] d2.utils.events INFO: eta: 20:46:54 iter: 183679 total_loss: 5.69 loss_ce: 0.2978 loss_bbox: 0.1711 loss_giou: 0.3254 loss_ce_0: 0.5032 loss_bbox_0: 0.308 loss_giou_0: 0.5223 loss_ce_1: 0.3936 loss_bbox_1: 0.2063 loss_giou_1: 0.3874 loss_ce_2: 0.331 loss_bbox_2: 0.1866 loss_giou_2: 0.3478 loss_ce_3: 0.3118 loss_bbox_3: 0.1814 loss_giou_3: 0.3421 loss_ce_4: 0.3003 loss_bbox_4: 0.1747 loss_giou_4: 0.3296 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:20] d2.utils.events INFO: eta: 20:46:49 iter: 183699 total_loss: 5.891 loss_ce: 0.3002 loss_bbox: 0.1964 loss_giou: 0.3374 loss_ce_0: 0.5102 loss_bbox_0: 0.3351 loss_giou_0: 0.5107 loss_ce_1: 0.4126 loss_bbox_1: 0.2287 loss_giou_1: 0.3856 loss_ce_2: 0.3542 loss_bbox_2: 0.2061 loss_giou_2: 0.3538 loss_ce_3: 0.3174 loss_bbox_3: 0.2018 loss_giou_3: 0.3434 loss_ce_4: 0.3035 loss_bbox_4: 0.1972 loss_giou_4: 0.3344 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:25] d2.utils.events INFO: eta: 20:46:00 iter: 183719 total_loss: 6.04 loss_ce: 0.3194 loss_bbox: 0.1944 loss_giou: 0.3605 loss_ce_0: 0.5099 loss_bbox_0: 0.3192 loss_giou_0: 0.5226 loss_ce_1: 0.4216 loss_bbox_1: 0.2219 loss_giou_1: 0.4134 loss_ce_2: 0.347 loss_bbox_2: 0.2088 loss_giou_2: 0.3782 loss_ce_3: 0.3308 loss_bbox_3: 0.1993 loss_giou_3: 0.3664 loss_ce_4: 0.3226 loss_bbox_4: 0.1971 loss_giou_4: 0.3639 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:31] d2.utils.events INFO: eta: 20:46:08 iter: 183739 total_loss: 5.716 loss_ce: 0.2928 loss_bbox: 0.178 loss_giou: 0.3285 loss_ce_0: 0.4848 loss_bbox_0: 0.3256 loss_giou_0: 0.5189 loss_ce_1: 0.3788 loss_bbox_1: 0.2193 loss_giou_1: 0.392 loss_ce_2: 0.3352 loss_bbox_2: 0.1897 loss_giou_2: 0.3454 loss_ce_3: 0.3013 loss_bbox_3: 0.1813 loss_giou_3: 0.3415 loss_ce_4: 0.2917 loss_bbox_4: 0.1798 loss_giou_4: 0.3349 time: 0.2802 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:37] d2.utils.events INFO: eta: 20:45:34 iter: 183759 total_loss: 5.89 loss_ce: 0.299 loss_bbox: 0.2024 loss_giou: 0.3475 loss_ce_0: 0.4992 loss_bbox_0: 0.3374 loss_giou_0: 0.5171 loss_ce_1: 0.3879 loss_bbox_1: 0.2377 loss_giou_1: 0.3905 loss_ce_2: 0.3346 loss_bbox_2: 0.2141 loss_giou_2: 0.3617 loss_ce_3: 0.2989 loss_bbox_3: 0.2039 loss_giou_3: 0.3561 loss_ce_4: 0.2945 loss_bbox_4: 0.2018 loss_giou_4: 0.3512 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:42] d2.utils.events INFO: eta: 20:45:16 iter: 183779 total_loss: 5.946 loss_ce: 0.3022 loss_bbox: 0.1827 loss_giou: 0.3571 loss_ce_0: 0.5128 loss_bbox_0: 0.3097 loss_giou_0: 0.547 loss_ce_1: 0.4019 loss_bbox_1: 0.2146 loss_giou_1: 0.403 loss_ce_2: 0.3391 loss_bbox_2: 0.1931 loss_giou_2: 0.3747 loss_ce_3: 0.3078 loss_bbox_3: 0.186 loss_giou_3: 0.3602 loss_ce_4: 0.2969 loss_bbox_4: 0.1839 loss_giou_4: 0.3602 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:48] d2.utils.events INFO: eta: 20:45:10 iter: 183799 total_loss: 5.63 loss_ce: 0.2959 loss_bbox: 0.1831 loss_giou: 0.3333 loss_ce_0: 0.4911 loss_bbox_0: 0.306 loss_giou_0: 0.5047 loss_ce_1: 0.3926 loss_bbox_1: 0.2183 loss_giou_1: 0.3798 loss_ce_2: 0.3322 loss_bbox_2: 0.2051 loss_giou_2: 0.3581 loss_ce_3: 0.2985 loss_bbox_3: 0.1909 loss_giou_3: 0.3459 loss_ce_4: 0.2936 loss_bbox_4: 0.1875 loss_giou_4: 0.334 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:54] d2.utils.events INFO: eta: 20:44:31 iter: 183819 total_loss: 5.864 loss_ce: 0.3154 loss_bbox: 0.1794 loss_giou: 0.3403 loss_ce_0: 0.5065 loss_bbox_0: 0.3149 loss_giou_0: 0.5154 loss_ce_1: 0.4018 loss_bbox_1: 0.214 loss_giou_1: 0.3783 loss_ce_2: 0.3493 loss_bbox_2: 0.196 loss_giou_2: 0.3551 loss_ce_3: 0.3263 loss_bbox_3: 0.1924 loss_giou_3: 0.3462 loss_ce_4: 0.319 loss_bbox_4: 0.1852 loss_giou_4: 0.3434 time: 0.2802 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 04:12:59] d2.utils.events INFO: eta: 20:44:22 iter: 183839 total_loss: 5.834 loss_ce: 0.2899 loss_bbox: 0.1963 loss_giou: 0.3686 loss_ce_0: 0.5102 loss_bbox_0: 0.3192 loss_giou_0: 0.5158 loss_ce_1: 0.3962 loss_bbox_1: 0.2231 loss_giou_1: 0.4077 loss_ce_2: 0.3215 loss_bbox_2: 0.2028 loss_giou_2: 0.3854 loss_ce_3: 0.3074 loss_bbox_3: 0.2002 loss_giou_3: 0.3725 loss_ce_4: 0.2972 loss_bbox_4: 0.1943 loss_giou_4: 0.3713 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:05] d2.utils.events INFO: eta: 20:44:47 iter: 183859 total_loss: 5.899 loss_ce: 0.307 loss_bbox: 0.1853 loss_giou: 0.3287 loss_ce_0: 0.5023 loss_bbox_0: 0.3232 loss_giou_0: 0.5199 loss_ce_1: 0.404 loss_bbox_1: 0.2354 loss_giou_1: 0.3887 loss_ce_2: 0.3521 loss_bbox_2: 0.2062 loss_giou_2: 0.3566 loss_ce_3: 0.3138 loss_bbox_3: 0.1975 loss_giou_3: 0.3452 loss_ce_4: 0.3057 loss_bbox_4: 0.1883 loss_giou_4: 0.3305 time: 0.2802 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:11] d2.utils.events INFO: eta: 20:44:37 iter: 183879 total_loss: 5.924 loss_ce: 0.3217 loss_bbox: 0.1762 loss_giou: 0.3594 loss_ce_0: 0.5139 loss_bbox_0: 0.3147 loss_giou_0: 0.5476 loss_ce_1: 0.4093 loss_bbox_1: 0.2163 loss_giou_1: 0.4036 loss_ce_2: 0.3627 loss_bbox_2: 0.1974 loss_giou_2: 0.3827 loss_ce_3: 0.3308 loss_bbox_3: 0.1829 loss_giou_3: 0.3684 loss_ce_4: 0.325 loss_bbox_4: 0.1789 loss_giou_4: 0.3639 time: 0.2802 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:16] d2.utils.events INFO: eta: 20:44:05 iter: 183899 total_loss: 5.918 loss_ce: 0.2928 loss_bbox: 0.1966 loss_giou: 0.345 loss_ce_0: 0.4985 loss_bbox_0: 0.2983 loss_giou_0: 0.5264 loss_ce_1: 0.3947 loss_bbox_1: 0.2183 loss_giou_1: 0.403 loss_ce_2: 0.3392 loss_bbox_2: 0.2057 loss_giou_2: 0.3618 loss_ce_3: 0.2982 loss_bbox_3: 0.1953 loss_giou_3: 0.3483 loss_ce_4: 0.2948 loss_bbox_4: 0.1948 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:22] d2.utils.events INFO: eta: 20:43:57 iter: 183919 total_loss: 5.494 loss_ce: 0.2866 loss_bbox: 0.1725 loss_giou: 0.3405 loss_ce_0: 0.4974 loss_bbox_0: 0.3068 loss_giou_0: 0.5254 loss_ce_1: 0.3889 loss_bbox_1: 0.2044 loss_giou_1: 0.3825 loss_ce_2: 0.3274 loss_bbox_2: 0.1818 loss_giou_2: 0.3504 loss_ce_3: 0.2926 loss_bbox_3: 0.1749 loss_giou_3: 0.3392 loss_ce_4: 0.2871 loss_bbox_4: 0.1758 loss_giou_4: 0.3377 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:28] d2.utils.events INFO: eta: 20:43:28 iter: 183939 total_loss: 5.868 loss_ce: 0.2945 loss_bbox: 0.1936 loss_giou: 0.3365 loss_ce_0: 0.5086 loss_bbox_0: 0.3358 loss_giou_0: 0.525 loss_ce_1: 0.4031 loss_bbox_1: 0.2262 loss_giou_1: 0.3829 loss_ce_2: 0.3395 loss_bbox_2: 0.2076 loss_giou_2: 0.3553 loss_ce_3: 0.317 loss_bbox_3: 0.1971 loss_giou_3: 0.3392 loss_ce_4: 0.2983 loss_bbox_4: 0.1934 loss_giou_4: 0.3365 time: 0.2802 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:33] d2.utils.events INFO: eta: 20:43:12 iter: 183959 total_loss: 5.637 loss_ce: 0.2909 loss_bbox: 0.1745 loss_giou: 0.3391 loss_ce_0: 0.499 loss_bbox_0: 0.3091 loss_giou_0: 0.5243 loss_ce_1: 0.3893 loss_bbox_1: 0.2084 loss_giou_1: 0.3868 loss_ce_2: 0.3305 loss_bbox_2: 0.1934 loss_giou_2: 0.3559 loss_ce_3: 0.3012 loss_bbox_3: 0.1806 loss_giou_3: 0.3457 loss_ce_4: 0.2905 loss_bbox_4: 0.1802 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:39] d2.utils.events INFO: eta: 20:43:06 iter: 183979 total_loss: 5.619 loss_ce: 0.3065 loss_bbox: 0.1731 loss_giou: 0.3207 loss_ce_0: 0.5237 loss_bbox_0: 0.31 loss_giou_0: 0.5271 loss_ce_1: 0.4095 loss_bbox_1: 0.2117 loss_giou_1: 0.3622 loss_ce_2: 0.349 loss_bbox_2: 0.1854 loss_giou_2: 0.3389 loss_ce_3: 0.3209 loss_bbox_3: 0.1786 loss_giou_3: 0.3309 loss_ce_4: 0.3109 loss_bbox_4: 0.1753 loss_giou_4: 0.3254 time: 0.2802 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:45] d2.utils.events INFO: eta: 20:42:50 iter: 183999 total_loss: 6.075 loss_ce: 0.3207 loss_bbox: 0.1891 loss_giou: 0.3733 loss_ce_0: 0.5302 loss_bbox_0: 0.3141 loss_giou_0: 0.5819 loss_ce_1: 0.4362 loss_bbox_1: 0.2247 loss_giou_1: 0.4254 loss_ce_2: 0.3688 loss_bbox_2: 0.2036 loss_giou_2: 0.3992 loss_ce_3: 0.3362 loss_bbox_3: 0.1954 loss_giou_3: 0.388 loss_ce_4: 0.3286 loss_bbox_4: 0.1903 loss_giou_4: 0.3753 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:50] d2.utils.events INFO: eta: 20:42:35 iter: 184019 total_loss: 5.726 loss_ce: 0.297 loss_bbox: 0.1838 loss_giou: 0.3339 loss_ce_0: 0.511 loss_bbox_0: 0.318 loss_giou_0: 0.4962 loss_ce_1: 0.4054 loss_bbox_1: 0.2103 loss_giou_1: 0.3692 loss_ce_2: 0.3426 loss_bbox_2: 0.1949 loss_giou_2: 0.3477 loss_ce_3: 0.3052 loss_bbox_3: 0.1861 loss_giou_3: 0.3406 loss_ce_4: 0.2932 loss_bbox_4: 0.1824 loss_giou_4: 0.3357 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 04:13:56] d2.utils.events INFO: eta: 20:41:55 iter: 184039 total_loss: 5.832 loss_ce: 0.2981 loss_bbox: 0.1905 loss_giou: 0.3387 loss_ce_0: 0.4972 loss_bbox_0: 0.3173 loss_giou_0: 0.5076 loss_ce_1: 0.407 loss_bbox_1: 0.2229 loss_giou_1: 0.3729 loss_ce_2: 0.3395 loss_bbox_2: 0.2045 loss_giou_2: 0.3457 loss_ce_3: 0.3111 loss_bbox_3: 0.2024 loss_giou_3: 0.344 loss_ce_4: 0.2999 loss_bbox_4: 0.1962 loss_giou_4: 0.3371 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:02] d2.utils.events INFO: eta: 20:42:24 iter: 184059 total_loss: 5.649 loss_ce: 0.2898 loss_bbox: 0.1834 loss_giou: 0.3311 loss_ce_0: 0.4864 loss_bbox_0: 0.3104 loss_giou_0: 0.5211 loss_ce_1: 0.3984 loss_bbox_1: 0.218 loss_giou_1: 0.3715 loss_ce_2: 0.3349 loss_bbox_2: 0.1971 loss_giou_2: 0.3443 loss_ce_3: 0.3036 loss_bbox_3: 0.1878 loss_giou_3: 0.3399 loss_ce_4: 0.291 loss_bbox_4: 0.184 loss_giou_4: 0.3375 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:07] d2.utils.events INFO: eta: 20:42:28 iter: 184079 total_loss: 5.609 loss_ce: 0.2812 loss_bbox: 0.1788 loss_giou: 0.3346 loss_ce_0: 0.4862 loss_bbox_0: 0.3109 loss_giou_0: 0.5238 loss_ce_1: 0.3789 loss_bbox_1: 0.2125 loss_giou_1: 0.3839 loss_ce_2: 0.3125 loss_bbox_2: 0.1887 loss_giou_2: 0.3487 loss_ce_3: 0.2828 loss_bbox_3: 0.1837 loss_giou_3: 0.3434 loss_ce_4: 0.2824 loss_bbox_4: 0.1787 loss_giou_4: 0.337 time: 0.2802 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:13] d2.utils.events INFO: eta: 20:42:27 iter: 184099 total_loss: 5.653 loss_ce: 0.2913 loss_bbox: 0.1808 loss_giou: 0.3262 loss_ce_0: 0.4927 loss_bbox_0: 0.314 loss_giou_0: 0.5073 loss_ce_1: 0.3816 loss_bbox_1: 0.215 loss_giou_1: 0.3735 loss_ce_2: 0.3417 loss_bbox_2: 0.1923 loss_giou_2: 0.3398 loss_ce_3: 0.3002 loss_bbox_3: 0.1849 loss_giou_3: 0.333 loss_ce_4: 0.2929 loss_bbox_4: 0.1813 loss_giou_4: 0.3332 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:19] d2.utils.events INFO: eta: 20:42:16 iter: 184119 total_loss: 5.636 loss_ce: 0.2908 loss_bbox: 0.1928 loss_giou: 0.3243 loss_ce_0: 0.5001 loss_bbox_0: 0.3047 loss_giou_0: 0.5079 loss_ce_1: 0.4106 loss_bbox_1: 0.2202 loss_giou_1: 0.3727 loss_ce_2: 0.3395 loss_bbox_2: 0.198 loss_giou_2: 0.3409 loss_ce_3: 0.3056 loss_bbox_3: 0.1971 loss_giou_3: 0.3302 loss_ce_4: 0.2972 loss_bbox_4: 0.1912 loss_giou_4: 0.3288 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:24] d2.utils.events INFO: eta: 20:42:11 iter: 184139 total_loss: 5.782 loss_ce: 0.3061 loss_bbox: 0.1917 loss_giou: 0.3439 loss_ce_0: 0.5038 loss_bbox_0: 0.3199 loss_giou_0: 0.5242 loss_ce_1: 0.405 loss_bbox_1: 0.218 loss_giou_1: 0.3942 loss_ce_2: 0.3598 loss_bbox_2: 0.1995 loss_giou_2: 0.3603 loss_ce_3: 0.3251 loss_bbox_3: 0.1941 loss_giou_3: 0.352 loss_ce_4: 0.3087 loss_bbox_4: 0.1923 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:30] d2.utils.events INFO: eta: 20:42:11 iter: 184159 total_loss: 5.724 loss_ce: 0.3136 loss_bbox: 0.1864 loss_giou: 0.3464 loss_ce_0: 0.5121 loss_bbox_0: 0.3103 loss_giou_0: 0.516 loss_ce_1: 0.3906 loss_bbox_1: 0.218 loss_giou_1: 0.3891 loss_ce_2: 0.3435 loss_bbox_2: 0.193 loss_giou_2: 0.3618 loss_ce_3: 0.3196 loss_bbox_3: 0.1863 loss_giou_3: 0.3548 loss_ce_4: 0.3134 loss_bbox_4: 0.1891 loss_giou_4: 0.3501 time: 0.2802 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:36] d2.utils.events INFO: eta: 20:42:14 iter: 184179 total_loss: 5.585 loss_ce: 0.2942 loss_bbox: 0.1866 loss_giou: 0.3276 loss_ce_0: 0.5039 loss_bbox_0: 0.3125 loss_giou_0: 0.5329 loss_ce_1: 0.4051 loss_bbox_1: 0.216 loss_giou_1: 0.3829 loss_ce_2: 0.3452 loss_bbox_2: 0.2049 loss_giou_2: 0.3474 loss_ce_3: 0.311 loss_bbox_3: 0.1938 loss_giou_3: 0.344 loss_ce_4: 0.3002 loss_bbox_4: 0.1903 loss_giou_4: 0.3336 time: 0.2802 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:41] d2.utils.events INFO: eta: 20:42:21 iter: 184199 total_loss: 5.757 loss_ce: 0.2839 loss_bbox: 0.1922 loss_giou: 0.3469 loss_ce_0: 0.5027 loss_bbox_0: 0.3108 loss_giou_0: 0.5151 loss_ce_1: 0.3856 loss_bbox_1: 0.2209 loss_giou_1: 0.4009 loss_ce_2: 0.3186 loss_bbox_2: 0.2016 loss_giou_2: 0.3667 loss_ce_3: 0.2918 loss_bbox_3: 0.1945 loss_giou_3: 0.3532 loss_ce_4: 0.286 loss_bbox_4: 0.1915 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:47] d2.utils.events INFO: eta: 20:42:35 iter: 184219 total_loss: 5.763 loss_ce: 0.3049 loss_bbox: 0.1814 loss_giou: 0.3274 loss_ce_0: 0.496 loss_bbox_0: 0.3117 loss_giou_0: 0.493 loss_ce_1: 0.3892 loss_bbox_1: 0.2182 loss_giou_1: 0.376 loss_ce_2: 0.3338 loss_bbox_2: 0.1988 loss_giou_2: 0.3505 loss_ce_3: 0.3041 loss_bbox_3: 0.1862 loss_giou_3: 0.3365 loss_ce_4: 0.3036 loss_bbox_4: 0.1851 loss_giou_4: 0.3309 time: 0.2802 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:53] d2.utils.events INFO: eta: 20:42:03 iter: 184239 total_loss: 5.945 loss_ce: 0.3067 loss_bbox: 0.21 loss_giou: 0.3368 loss_ce_0: 0.5025 loss_bbox_0: 0.3393 loss_giou_0: 0.5316 loss_ce_1: 0.4081 loss_bbox_1: 0.2444 loss_giou_1: 0.3945 loss_ce_2: 0.3486 loss_bbox_2: 0.2124 loss_giou_2: 0.3558 loss_ce_3: 0.3214 loss_bbox_3: 0.2146 loss_giou_3: 0.3517 loss_ce_4: 0.3106 loss_bbox_4: 0.2113 loss_giou_4: 0.3392 time: 0.2802 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 04:14:58] d2.utils.events INFO: eta: 20:41:52 iter: 184259 total_loss: 5.983 loss_ce: 0.3114 loss_bbox: 0.186 loss_giou: 0.3593 loss_ce_0: 0.5159 loss_bbox_0: 0.3219 loss_giou_0: 0.5646 loss_ce_1: 0.4165 loss_bbox_1: 0.2314 loss_giou_1: 0.4129 loss_ce_2: 0.3538 loss_bbox_2: 0.2024 loss_giou_2: 0.382 loss_ce_3: 0.3174 loss_bbox_3: 0.1974 loss_giou_3: 0.3732 loss_ce_4: 0.3121 loss_bbox_4: 0.1893 loss_giou_4: 0.3633 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:04] d2.utils.events INFO: eta: 20:41:49 iter: 184279 total_loss: 5.658 loss_ce: 0.2835 loss_bbox: 0.1936 loss_giou: 0.3339 loss_ce_0: 0.4985 loss_bbox_0: 0.3224 loss_giou_0: 0.5178 loss_ce_1: 0.3858 loss_bbox_1: 0.2298 loss_giou_1: 0.3852 loss_ce_2: 0.3231 loss_bbox_2: 0.2071 loss_giou_2: 0.3582 loss_ce_3: 0.2992 loss_bbox_3: 0.2002 loss_giou_3: 0.3427 loss_ce_4: 0.2862 loss_bbox_4: 0.1921 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:10] d2.utils.events INFO: eta: 20:41:43 iter: 184299 total_loss: 5.705 loss_ce: 0.295 loss_bbox: 0.197 loss_giou: 0.3428 loss_ce_0: 0.4992 loss_bbox_0: 0.3099 loss_giou_0: 0.5416 loss_ce_1: 0.3911 loss_bbox_1: 0.2286 loss_giou_1: 0.3908 loss_ce_2: 0.3318 loss_bbox_2: 0.2076 loss_giou_2: 0.3597 loss_ce_3: 0.3022 loss_bbox_3: 0.1997 loss_giou_3: 0.3543 loss_ce_4: 0.2947 loss_bbox_4: 0.1978 loss_giou_4: 0.351 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:15] d2.utils.events INFO: eta: 20:41:25 iter: 184319 total_loss: 5.68 loss_ce: 0.2907 loss_bbox: 0.1834 loss_giou: 0.3253 loss_ce_0: 0.506 loss_bbox_0: 0.3043 loss_giou_0: 0.489 loss_ce_1: 0.3948 loss_bbox_1: 0.2124 loss_giou_1: 0.3771 loss_ce_2: 0.335 loss_bbox_2: 0.1942 loss_giou_2: 0.3484 loss_ce_3: 0.3073 loss_bbox_3: 0.1884 loss_giou_3: 0.3377 loss_ce_4: 0.2939 loss_bbox_4: 0.1857 loss_giou_4: 0.3327 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:21] d2.utils.events INFO: eta: 20:40:46 iter: 184339 total_loss: 5.579 loss_ce: 0.2904 loss_bbox: 0.1705 loss_giou: 0.3532 loss_ce_0: 0.5033 loss_bbox_0: 0.2984 loss_giou_0: 0.5183 loss_ce_1: 0.3903 loss_bbox_1: 0.1997 loss_giou_1: 0.3818 loss_ce_2: 0.323 loss_bbox_2: 0.1783 loss_giou_2: 0.3664 loss_ce_3: 0.3051 loss_bbox_3: 0.175 loss_giou_3: 0.349 loss_ce_4: 0.2848 loss_bbox_4: 0.172 loss_giou_4: 0.3455 time: 0.2802 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:27] d2.utils.events INFO: eta: 20:40:40 iter: 184359 total_loss: 5.625 loss_ce: 0.3215 loss_bbox: 0.2027 loss_giou: 0.3097 loss_ce_0: 0.5012 loss_bbox_0: 0.3391 loss_giou_0: 0.498 loss_ce_1: 0.4078 loss_bbox_1: 0.2277 loss_giou_1: 0.3649 loss_ce_2: 0.3546 loss_bbox_2: 0.212 loss_giou_2: 0.3329 loss_ce_3: 0.3252 loss_bbox_3: 0.2041 loss_giou_3: 0.3172 loss_ce_4: 0.3211 loss_bbox_4: 0.202 loss_giou_4: 0.3095 time: 0.2802 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:32] d2.utils.events INFO: eta: 20:40:03 iter: 184379 total_loss: 6.105 loss_ce: 0.3287 loss_bbox: 0.1807 loss_giou: 0.3614 loss_ce_0: 0.5061 loss_bbox_0: 0.3031 loss_giou_0: 0.5472 loss_ce_1: 0.4068 loss_bbox_1: 0.2117 loss_giou_1: 0.4088 loss_ce_2: 0.3504 loss_bbox_2: 0.1933 loss_giou_2: 0.3818 loss_ce_3: 0.3401 loss_bbox_3: 0.1865 loss_giou_3: 0.3736 loss_ce_4: 0.3323 loss_bbox_4: 0.1838 loss_giou_4: 0.3669 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:38] d2.utils.events INFO: eta: 20:39:41 iter: 184399 total_loss: 5.846 loss_ce: 0.3017 loss_bbox: 0.1998 loss_giou: 0.3697 loss_ce_0: 0.534 loss_bbox_0: 0.325 loss_giou_0: 0.5583 loss_ce_1: 0.4153 loss_bbox_1: 0.2366 loss_giou_1: 0.4092 loss_ce_2: 0.3508 loss_bbox_2: 0.2122 loss_giou_2: 0.3832 loss_ce_3: 0.3161 loss_bbox_3: 0.2054 loss_giou_3: 0.3745 loss_ce_4: 0.3057 loss_bbox_4: 0.1986 loss_giou_4: 0.3714 time: 0.2802 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:44] d2.utils.events INFO: eta: 20:39:01 iter: 184419 total_loss: 5.921 loss_ce: 0.3035 loss_bbox: 0.1819 loss_giou: 0.3426 loss_ce_0: 0.4959 loss_bbox_0: 0.3145 loss_giou_0: 0.5338 loss_ce_1: 0.3982 loss_bbox_1: 0.2186 loss_giou_1: 0.3883 loss_ce_2: 0.3318 loss_bbox_2: 0.1911 loss_giou_2: 0.3584 loss_ce_3: 0.3056 loss_bbox_3: 0.1869 loss_giou_3: 0.341 loss_ce_4: 0.2985 loss_bbox_4: 0.1826 loss_giou_4: 0.3407 time: 0.2802 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:49] d2.utils.events INFO: eta: 20:38:51 iter: 184439 total_loss: 5.658 loss_ce: 0.2875 loss_bbox: 0.172 loss_giou: 0.3167 loss_ce_0: 0.4946 loss_bbox_0: 0.3038 loss_giou_0: 0.4977 loss_ce_1: 0.3899 loss_bbox_1: 0.2094 loss_giou_1: 0.3568 loss_ce_2: 0.3355 loss_bbox_2: 0.1862 loss_giou_2: 0.3273 loss_ce_3: 0.3017 loss_bbox_3: 0.1778 loss_giou_3: 0.3244 loss_ce_4: 0.288 loss_bbox_4: 0.1737 loss_giou_4: 0.3177 time: 0.2802 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 04:15:55] d2.utils.events INFO: eta: 20:38:46 iter: 184459 total_loss: 5.877 loss_ce: 0.3158 loss_bbox: 0.1916 loss_giou: 0.3536 loss_ce_0: 0.525 loss_bbox_0: 0.3241 loss_giou_0: 0.5679 loss_ce_1: 0.4036 loss_bbox_1: 0.2222 loss_giou_1: 0.4115 loss_ce_2: 0.3594 loss_bbox_2: 0.2033 loss_giou_2: 0.3755 loss_ce_3: 0.3277 loss_bbox_3: 0.1978 loss_giou_3: 0.3631 loss_ce_4: 0.3142 loss_bbox_4: 0.1937 loss_giou_4: 0.353 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:00] d2.utils.events INFO: eta: 20:39:07 iter: 184479 total_loss: 6.075 loss_ce: 0.3203 loss_bbox: 0.2005 loss_giou: 0.3419 loss_ce_0: 0.5206 loss_bbox_0: 0.3242 loss_giou_0: 0.508 loss_ce_1: 0.4135 loss_bbox_1: 0.2308 loss_giou_1: 0.3853 loss_ce_2: 0.3534 loss_bbox_2: 0.2075 loss_giou_2: 0.3576 loss_ce_3: 0.3262 loss_bbox_3: 0.2057 loss_giou_3: 0.3485 loss_ce_4: 0.3124 loss_bbox_4: 0.2034 loss_giou_4: 0.3438 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:06] d2.utils.events INFO: eta: 20:39:07 iter: 184499 total_loss: 5.7 loss_ce: 0.2979 loss_bbox: 0.1843 loss_giou: 0.331 loss_ce_0: 0.4921 loss_bbox_0: 0.3142 loss_giou_0: 0.5211 loss_ce_1: 0.3934 loss_bbox_1: 0.2144 loss_giou_1: 0.3902 loss_ce_2: 0.3324 loss_bbox_2: 0.1957 loss_giou_2: 0.3567 loss_ce_3: 0.3037 loss_bbox_3: 0.1912 loss_giou_3: 0.3418 loss_ce_4: 0.3015 loss_bbox_4: 0.1877 loss_giou_4: 0.3355 time: 0.2802 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:12] d2.utils.events INFO: eta: 20:39:23 iter: 184519 total_loss: 5.908 loss_ce: 0.3102 loss_bbox: 0.1917 loss_giou: 0.3404 loss_ce_0: 0.4898 loss_bbox_0: 0.3236 loss_giou_0: 0.5126 loss_ce_1: 0.3879 loss_bbox_1: 0.2228 loss_giou_1: 0.3918 loss_ce_2: 0.3279 loss_bbox_2: 0.2034 loss_giou_2: 0.3607 loss_ce_3: 0.315 loss_bbox_3: 0.2032 loss_giou_3: 0.3541 loss_ce_4: 0.3108 loss_bbox_4: 0.1938 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:18] d2.utils.events INFO: eta: 20:38:53 iter: 184539 total_loss: 5.761 loss_ce: 0.3151 loss_bbox: 0.1713 loss_giou: 0.344 loss_ce_0: 0.5139 loss_bbox_0: 0.3081 loss_giou_0: 0.5376 loss_ce_1: 0.4041 loss_bbox_1: 0.2076 loss_giou_1: 0.3839 loss_ce_2: 0.3492 loss_bbox_2: 0.1877 loss_giou_2: 0.3569 loss_ce_3: 0.325 loss_bbox_3: 0.1782 loss_giou_3: 0.3433 loss_ce_4: 0.3121 loss_bbox_4: 0.1739 loss_giou_4: 0.3388 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:23] d2.utils.events INFO: eta: 20:38:18 iter: 184559 total_loss: 5.798 loss_ce: 0.2945 loss_bbox: 0.1838 loss_giou: 0.3359 loss_ce_0: 0.4962 loss_bbox_0: 0.3098 loss_giou_0: 0.5202 loss_ce_1: 0.3967 loss_bbox_1: 0.2138 loss_giou_1: 0.3859 loss_ce_2: 0.3384 loss_bbox_2: 0.1901 loss_giou_2: 0.3528 loss_ce_3: 0.3107 loss_bbox_3: 0.1866 loss_giou_3: 0.3428 loss_ce_4: 0.2984 loss_bbox_4: 0.183 loss_giou_4: 0.3399 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:29] d2.utils.events INFO: eta: 20:38:49 iter: 184579 total_loss: 6.097 loss_ce: 0.3171 loss_bbox: 0.1807 loss_giou: 0.3716 loss_ce_0: 0.5164 loss_bbox_0: 0.313 loss_giou_0: 0.5662 loss_ce_1: 0.4212 loss_bbox_1: 0.2117 loss_giou_1: 0.4285 loss_ce_2: 0.3546 loss_bbox_2: 0.1982 loss_giou_2: 0.3922 loss_ce_3: 0.3269 loss_bbox_3: 0.1916 loss_giou_3: 0.3796 loss_ce_4: 0.3142 loss_bbox_4: 0.1837 loss_giou_4: 0.3764 time: 0.2802 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:35] d2.utils.events INFO: eta: 20:38:42 iter: 184599 total_loss: 5.79 loss_ce: 0.3189 loss_bbox: 0.1926 loss_giou: 0.3333 loss_ce_0: 0.5051 loss_bbox_0: 0.3183 loss_giou_0: 0.5165 loss_ce_1: 0.4159 loss_bbox_1: 0.2149 loss_giou_1: 0.3806 loss_ce_2: 0.3525 loss_bbox_2: 0.2004 loss_giou_2: 0.3479 loss_ce_3: 0.3291 loss_bbox_3: 0.1962 loss_giou_3: 0.3404 loss_ce_4: 0.3191 loss_bbox_4: 0.1926 loss_giou_4: 0.3317 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:40] d2.utils.events INFO: eta: 20:38:30 iter: 184619 total_loss: 5.79 loss_ce: 0.3138 loss_bbox: 0.1907 loss_giou: 0.3425 loss_ce_0: 0.4804 loss_bbox_0: 0.317 loss_giou_0: 0.5195 loss_ce_1: 0.4036 loss_bbox_1: 0.2222 loss_giou_1: 0.3891 loss_ce_2: 0.3534 loss_bbox_2: 0.206 loss_giou_2: 0.3635 loss_ce_3: 0.3177 loss_bbox_3: 0.1995 loss_giou_3: 0.3521 loss_ce_4: 0.308 loss_bbox_4: 0.1909 loss_giou_4: 0.3461 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:46] d2.utils.events INFO: eta: 20:38:31 iter: 184639 total_loss: 5.743 loss_ce: 0.3022 loss_bbox: 0.1782 loss_giou: 0.3475 loss_ce_0: 0.4797 loss_bbox_0: 0.3116 loss_giou_0: 0.5358 loss_ce_1: 0.3922 loss_bbox_1: 0.2054 loss_giou_1: 0.399 loss_ce_2: 0.3323 loss_bbox_2: 0.1937 loss_giou_2: 0.3695 loss_ce_3: 0.3076 loss_bbox_3: 0.1898 loss_giou_3: 0.3582 loss_ce_4: 0.3043 loss_bbox_4: 0.1841 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:52] d2.utils.events INFO: eta: 20:38:00 iter: 184659 total_loss: 5.909 loss_ce: 0.3286 loss_bbox: 0.1955 loss_giou: 0.3467 loss_ce_0: 0.5098 loss_bbox_0: 0.3189 loss_giou_0: 0.5164 loss_ce_1: 0.3964 loss_bbox_1: 0.2244 loss_giou_1: 0.3934 loss_ce_2: 0.3663 loss_bbox_2: 0.2042 loss_giou_2: 0.3657 loss_ce_3: 0.3282 loss_bbox_3: 0.201 loss_giou_3: 0.3539 loss_ce_4: 0.3253 loss_bbox_4: 0.1975 loss_giou_4: 0.3469 time: 0.2802 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 04:16:57] d2.utils.events INFO: eta: 20:37:34 iter: 184679 total_loss: 5.5 loss_ce: 0.2766 loss_bbox: 0.1746 loss_giou: 0.313 loss_ce_0: 0.4753 loss_bbox_0: 0.3094 loss_giou_0: 0.4984 loss_ce_1: 0.3746 loss_bbox_1: 0.2043 loss_giou_1: 0.3726 loss_ce_2: 0.319 loss_bbox_2: 0.1905 loss_giou_2: 0.3426 loss_ce_3: 0.2873 loss_bbox_3: 0.1826 loss_giou_3: 0.326 loss_ce_4: 0.2793 loss_bbox_4: 0.1775 loss_giou_4: 0.3139 time: 0.2802 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:03] d2.utils.events INFO: eta: 20:37:43 iter: 184699 total_loss: 5.862 loss_ce: 0.2977 loss_bbox: 0.2002 loss_giou: 0.3533 loss_ce_0: 0.5318 loss_bbox_0: 0.3215 loss_giou_0: 0.5294 loss_ce_1: 0.4069 loss_bbox_1: 0.2292 loss_giou_1: 0.405 loss_ce_2: 0.3417 loss_bbox_2: 0.2133 loss_giou_2: 0.3772 loss_ce_3: 0.32 loss_bbox_3: 0.2 loss_giou_3: 0.3618 loss_ce_4: 0.3012 loss_bbox_4: 0.205 loss_giou_4: 0.3582 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:09] d2.utils.events INFO: eta: 20:38:27 iter: 184719 total_loss: 5.84 loss_ce: 0.3301 loss_bbox: 0.1887 loss_giou: 0.3598 loss_ce_0: 0.5258 loss_bbox_0: 0.3234 loss_giou_0: 0.5451 loss_ce_1: 0.4186 loss_bbox_1: 0.2162 loss_giou_1: 0.3941 loss_ce_2: 0.3596 loss_bbox_2: 0.2 loss_giou_2: 0.3681 loss_ce_3: 0.3401 loss_bbox_3: 0.1909 loss_giou_3: 0.36 loss_ce_4: 0.3234 loss_bbox_4: 0.1906 loss_giou_4: 0.3566 time: 0.2802 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:14] d2.utils.events INFO: eta: 20:38:08 iter: 184739 total_loss: 5.691 loss_ce: 0.2953 loss_bbox: 0.1911 loss_giou: 0.3309 loss_ce_0: 0.4942 loss_bbox_0: 0.3227 loss_giou_0: 0.5079 loss_ce_1: 0.3963 loss_bbox_1: 0.2199 loss_giou_1: 0.3729 loss_ce_2: 0.3267 loss_bbox_2: 0.2047 loss_giou_2: 0.342 loss_ce_3: 0.2991 loss_bbox_3: 0.198 loss_giou_3: 0.3351 loss_ce_4: 0.2883 loss_bbox_4: 0.1961 loss_giou_4: 0.3352 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:20] d2.utils.events INFO: eta: 20:38:31 iter: 184759 total_loss: 5.83 loss_ce: 0.3258 loss_bbox: 0.1751 loss_giou: 0.3488 loss_ce_0: 0.5179 loss_bbox_0: 0.3134 loss_giou_0: 0.5407 loss_ce_1: 0.4157 loss_bbox_1: 0.2141 loss_giou_1: 0.3964 loss_ce_2: 0.3624 loss_bbox_2: 0.1918 loss_giou_2: 0.365 loss_ce_3: 0.3346 loss_bbox_3: 0.1817 loss_giou_3: 0.3529 loss_ce_4: 0.3243 loss_bbox_4: 0.1789 loss_giou_4: 0.35 time: 0.2802 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:26] d2.utils.events INFO: eta: 20:39:00 iter: 184779 total_loss: 6.027 loss_ce: 0.3043 loss_bbox: 0.1917 loss_giou: 0.3418 loss_ce_0: 0.5237 loss_bbox_0: 0.3077 loss_giou_0: 0.5275 loss_ce_1: 0.4171 loss_bbox_1: 0.2245 loss_giou_1: 0.3999 loss_ce_2: 0.3612 loss_bbox_2: 0.2056 loss_giou_2: 0.3628 loss_ce_3: 0.3163 loss_bbox_3: 0.2006 loss_giou_3: 0.3456 loss_ce_4: 0.3017 loss_bbox_4: 0.1986 loss_giou_4: 0.3463 time: 0.2802 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:31] d2.utils.events INFO: eta: 20:38:34 iter: 184799 total_loss: 5.964 loss_ce: 0.2968 loss_bbox: 0.1837 loss_giou: 0.3424 loss_ce_0: 0.5061 loss_bbox_0: 0.3273 loss_giou_0: 0.5408 loss_ce_1: 0.4019 loss_bbox_1: 0.2272 loss_giou_1: 0.3858 loss_ce_2: 0.3383 loss_bbox_2: 0.2049 loss_giou_2: 0.3525 loss_ce_3: 0.312 loss_bbox_3: 0.1888 loss_giou_3: 0.3476 loss_ce_4: 0.3034 loss_bbox_4: 0.1897 loss_giou_4: 0.3379 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:37] d2.utils.events INFO: eta: 20:38:23 iter: 184819 total_loss: 5.872 loss_ce: 0.3139 loss_bbox: 0.1802 loss_giou: 0.3323 loss_ce_0: 0.5223 loss_bbox_0: 0.3047 loss_giou_0: 0.515 loss_ce_1: 0.4152 loss_bbox_1: 0.2113 loss_giou_1: 0.3859 loss_ce_2: 0.3464 loss_bbox_2: 0.1959 loss_giou_2: 0.3566 loss_ce_3: 0.3228 loss_bbox_3: 0.1885 loss_giou_3: 0.3441 loss_ce_4: 0.3137 loss_bbox_4: 0.1821 loss_giou_4: 0.3364 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:43] d2.utils.events INFO: eta: 20:37:53 iter: 184839 total_loss: 5.731 loss_ce: 0.2864 loss_bbox: 0.1953 loss_giou: 0.3265 loss_ce_0: 0.483 loss_bbox_0: 0.3189 loss_giou_0: 0.5154 loss_ce_1: 0.39 loss_bbox_1: 0.2258 loss_giou_1: 0.3872 loss_ce_2: 0.3263 loss_bbox_2: 0.2059 loss_giou_2: 0.3491 loss_ce_3: 0.2953 loss_bbox_3: 0.2002 loss_giou_3: 0.3322 loss_ce_4: 0.2862 loss_bbox_4: 0.1925 loss_giou_4: 0.3313 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:48] d2.utils.events INFO: eta: 20:36:48 iter: 184859 total_loss: 5.778 loss_ce: 0.2756 loss_bbox: 0.1912 loss_giou: 0.3208 loss_ce_0: 0.4998 loss_bbox_0: 0.3202 loss_giou_0: 0.4926 loss_ce_1: 0.4048 loss_bbox_1: 0.2261 loss_giou_1: 0.3675 loss_ce_2: 0.3328 loss_bbox_2: 0.2147 loss_giou_2: 0.3403 loss_ce_3: 0.2883 loss_bbox_3: 0.2001 loss_giou_3: 0.3236 loss_ce_4: 0.2805 loss_bbox_4: 0.1919 loss_giou_4: 0.321 time: 0.2802 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 04:17:54] d2.utils.events INFO: eta: 20:36:43 iter: 184879 total_loss: 6.016 loss_ce: 0.3031 loss_bbox: 0.1871 loss_giou: 0.3268 loss_ce_0: 0.4957 loss_bbox_0: 0.3196 loss_giou_0: 0.5102 loss_ce_1: 0.4097 loss_bbox_1: 0.2195 loss_giou_1: 0.3716 loss_ce_2: 0.3407 loss_bbox_2: 0.2043 loss_giou_2: 0.3485 loss_ce_3: 0.316 loss_bbox_3: 0.1935 loss_giou_3: 0.3318 loss_ce_4: 0.3066 loss_bbox_4: 0.1889 loss_giou_4: 0.3285 time: 0.2802 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:00] d2.utils.events INFO: eta: 20:36:37 iter: 184899 total_loss: 5.882 loss_ce: 0.3007 loss_bbox: 0.184 loss_giou: 0.3466 loss_ce_0: 0.5014 loss_bbox_0: 0.3181 loss_giou_0: 0.5447 loss_ce_1: 0.4201 loss_bbox_1: 0.2214 loss_giou_1: 0.3931 loss_ce_2: 0.346 loss_bbox_2: 0.1946 loss_giou_2: 0.3646 loss_ce_3: 0.3157 loss_bbox_3: 0.1889 loss_giou_3: 0.3511 loss_ce_4: 0.3058 loss_bbox_4: 0.1825 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:05] d2.utils.events INFO: eta: 20:36:31 iter: 184919 total_loss: 5.983 loss_ce: 0.318 loss_bbox: 0.1879 loss_giou: 0.3433 loss_ce_0: 0.5242 loss_bbox_0: 0.3208 loss_giou_0: 0.5304 loss_ce_1: 0.4222 loss_bbox_1: 0.2252 loss_giou_1: 0.3905 loss_ce_2: 0.3578 loss_bbox_2: 0.2027 loss_giou_2: 0.3531 loss_ce_3: 0.3347 loss_bbox_3: 0.1921 loss_giou_3: 0.3464 loss_ce_4: 0.318 loss_bbox_4: 0.1899 loss_giou_4: 0.3466 time: 0.2802 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:11] d2.utils.events INFO: eta: 20:36:29 iter: 184939 total_loss: 5.744 loss_ce: 0.2936 loss_bbox: 0.2024 loss_giou: 0.3364 loss_ce_0: 0.5002 loss_bbox_0: 0.325 loss_giou_0: 0.5126 loss_ce_1: 0.405 loss_bbox_1: 0.2387 loss_giou_1: 0.3899 loss_ce_2: 0.3387 loss_bbox_2: 0.2186 loss_giou_2: 0.3559 loss_ce_3: 0.3021 loss_bbox_3: 0.2125 loss_giou_3: 0.3418 loss_ce_4: 0.2968 loss_bbox_4: 0.2021 loss_giou_4: 0.3377 time: 0.2802 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:17] d2.utils.events INFO: eta: 20:36:36 iter: 184959 total_loss: 5.576 loss_ce: 0.306 loss_bbox: 0.1791 loss_giou: 0.3288 loss_ce_0: 0.4995 loss_bbox_0: 0.3052 loss_giou_0: 0.5136 loss_ce_1: 0.3929 loss_bbox_1: 0.2157 loss_giou_1: 0.3766 loss_ce_2: 0.338 loss_bbox_2: 0.1943 loss_giou_2: 0.3431 loss_ce_3: 0.3174 loss_bbox_3: 0.1835 loss_giou_3: 0.3329 loss_ce_4: 0.3057 loss_bbox_4: 0.1827 loss_giou_4: 0.3309 time: 0.2802 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:22] d2.utils.events INFO: eta: 20:36:17 iter: 184979 total_loss: 5.595 loss_ce: 0.2802 loss_bbox: 0.1865 loss_giou: 0.3248 loss_ce_0: 0.4949 loss_bbox_0: 0.3152 loss_giou_0: 0.5183 loss_ce_1: 0.3804 loss_bbox_1: 0.2174 loss_giou_1: 0.3755 loss_ce_2: 0.3218 loss_bbox_2: 0.2036 loss_giou_2: 0.3437 loss_ce_3: 0.2987 loss_bbox_3: 0.1986 loss_giou_3: 0.3329 loss_ce_4: 0.2846 loss_bbox_4: 0.1962 loss_giou_4: 0.3267 time: 0.2802 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:28] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0184999.pth [11/03 04:18:30] d2.utils.events INFO: eta: 20:36:09 iter: 184999 total_loss: 5.396 loss_ce: 0.2686 loss_bbox: 0.1739 loss_giou: 0.3247 loss_ce_0: 0.4839 loss_bbox_0: 0.2901 loss_giou_0: 0.4706 loss_ce_1: 0.372 loss_bbox_1: 0.205 loss_giou_1: 0.3708 loss_ce_2: 0.3127 loss_bbox_2: 0.182 loss_giou_2: 0.3425 loss_ce_3: 0.2899 loss_bbox_3: 0.177 loss_giou_3: 0.328 loss_ce_4: 0.2731 loss_bbox_4: 0.1755 loss_giou_4: 0.3242 time: 0.2802 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:36] d2.utils.events INFO: eta: 20:36:03 iter: 185019 total_loss: 5.512 loss_ce: 0.2642 loss_bbox: 0.172 loss_giou: 0.3259 loss_ce_0: 0.4741 loss_bbox_0: 0.3072 loss_giou_0: 0.5037 loss_ce_1: 0.3809 loss_bbox_1: 0.2138 loss_giou_1: 0.3795 loss_ce_2: 0.309 loss_bbox_2: 0.1853 loss_giou_2: 0.3505 loss_ce_3: 0.2838 loss_bbox_3: 0.1788 loss_giou_3: 0.3358 loss_ce_4: 0.2663 loss_bbox_4: 0.1745 loss_giou_4: 0.3318 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:41] d2.utils.events INFO: eta: 20:36:08 iter: 185039 total_loss: 5.649 loss_ce: 0.2943 loss_bbox: 0.1817 loss_giou: 0.3529 loss_ce_0: 0.498 loss_bbox_0: 0.3129 loss_giou_0: 0.5594 loss_ce_1: 0.3815 loss_bbox_1: 0.2138 loss_giou_1: 0.4095 loss_ce_2: 0.32 loss_bbox_2: 0.1947 loss_giou_2: 0.3815 loss_ce_3: 0.284 loss_bbox_3: 0.1853 loss_giou_3: 0.3708 loss_ce_4: 0.2769 loss_bbox_4: 0.1839 loss_giou_4: 0.3589 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:47] d2.utils.events INFO: eta: 20:36:02 iter: 185059 total_loss: 5.772 loss_ce: 0.278 loss_bbox: 0.1993 loss_giou: 0.3244 loss_ce_0: 0.4914 loss_bbox_0: 0.3266 loss_giou_0: 0.5118 loss_ce_1: 0.3961 loss_bbox_1: 0.234 loss_giou_1: 0.3743 loss_ce_2: 0.3344 loss_bbox_2: 0.2142 loss_giou_2: 0.3481 loss_ce_3: 0.2997 loss_bbox_3: 0.2058 loss_giou_3: 0.3415 loss_ce_4: 0.2796 loss_bbox_4: 0.2047 loss_giou_4: 0.3256 time: 0.2802 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:53] d2.utils.events INFO: eta: 20:36:06 iter: 185079 total_loss: 5.645 loss_ce: 0.309 loss_bbox: 0.1858 loss_giou: 0.3251 loss_ce_0: 0.5189 loss_bbox_0: 0.3243 loss_giou_0: 0.5205 loss_ce_1: 0.4079 loss_bbox_1: 0.223 loss_giou_1: 0.372 loss_ce_2: 0.3417 loss_bbox_2: 0.1976 loss_giou_2: 0.3388 loss_ce_3: 0.3157 loss_bbox_3: 0.1926 loss_giou_3: 0.3327 loss_ce_4: 0.3212 loss_bbox_4: 0.1887 loss_giou_4: 0.3304 time: 0.2802 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 04:18:59] d2.utils.events INFO: eta: 20:35:51 iter: 185099 total_loss: 5.941 loss_ce: 0.3172 loss_bbox: 0.183 loss_giou: 0.344 loss_ce_0: 0.5223 loss_bbox_0: 0.3168 loss_giou_0: 0.5355 loss_ce_1: 0.4229 loss_bbox_1: 0.2141 loss_giou_1: 0.3907 loss_ce_2: 0.3504 loss_bbox_2: 0.1985 loss_giou_2: 0.3635 loss_ce_3: 0.327 loss_bbox_3: 0.1901 loss_giou_3: 0.3552 loss_ce_4: 0.317 loss_bbox_4: 0.1873 loss_giou_4: 0.3478 time: 0.2802 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:04] d2.utils.events INFO: eta: 20:35:54 iter: 185119 total_loss: 5.471 loss_ce: 0.2764 loss_bbox: 0.1773 loss_giou: 0.3206 loss_ce_0: 0.499 loss_bbox_0: 0.3078 loss_giou_0: 0.4902 loss_ce_1: 0.3895 loss_bbox_1: 0.2172 loss_giou_1: 0.3659 loss_ce_2: 0.3205 loss_bbox_2: 0.1958 loss_giou_2: 0.3376 loss_ce_3: 0.2841 loss_bbox_3: 0.1877 loss_giou_3: 0.3292 loss_ce_4: 0.2759 loss_bbox_4: 0.1776 loss_giou_4: 0.323 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:10] d2.utils.events INFO: eta: 20:35:30 iter: 185139 total_loss: 5.694 loss_ce: 0.2888 loss_bbox: 0.1851 loss_giou: 0.3377 loss_ce_0: 0.5175 loss_bbox_0: 0.3164 loss_giou_0: 0.5306 loss_ce_1: 0.4065 loss_bbox_1: 0.2168 loss_giou_1: 0.3869 loss_ce_2: 0.329 loss_bbox_2: 0.201 loss_giou_2: 0.3622 loss_ce_3: 0.3025 loss_bbox_3: 0.193 loss_giou_3: 0.3558 loss_ce_4: 0.2874 loss_bbox_4: 0.1873 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:15] d2.utils.events INFO: eta: 20:35:20 iter: 185159 total_loss: 5.724 loss_ce: 0.287 loss_bbox: 0.1842 loss_giou: 0.341 loss_ce_0: 0.494 loss_bbox_0: 0.3066 loss_giou_0: 0.5372 loss_ce_1: 0.3999 loss_bbox_1: 0.2187 loss_giou_1: 0.3885 loss_ce_2: 0.3247 loss_bbox_2: 0.1984 loss_giou_2: 0.3593 loss_ce_3: 0.2948 loss_bbox_3: 0.1902 loss_giou_3: 0.3508 loss_ce_4: 0.2865 loss_bbox_4: 0.1839 loss_giou_4: 0.3428 time: 0.2802 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:21] d2.utils.events INFO: eta: 20:35:13 iter: 185179 total_loss: 5.676 loss_ce: 0.2877 loss_bbox: 0.1712 loss_giou: 0.3354 loss_ce_0: 0.5089 loss_bbox_0: 0.2957 loss_giou_0: 0.5158 loss_ce_1: 0.3868 loss_bbox_1: 0.1938 loss_giou_1: 0.3802 loss_ce_2: 0.3357 loss_bbox_2: 0.1806 loss_giou_2: 0.3513 loss_ce_3: 0.2945 loss_bbox_3: 0.1775 loss_giou_3: 0.3427 loss_ce_4: 0.2874 loss_bbox_4: 0.1728 loss_giou_4: 0.3359 time: 0.2802 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:27] d2.utils.events INFO: eta: 20:35:06 iter: 185199 total_loss: 5.961 loss_ce: 0.314 loss_bbox: 0.1872 loss_giou: 0.3645 loss_ce_0: 0.5231 loss_bbox_0: 0.3198 loss_giou_0: 0.528 loss_ce_1: 0.4245 loss_bbox_1: 0.2229 loss_giou_1: 0.3951 loss_ce_2: 0.3744 loss_bbox_2: 0.1993 loss_giou_2: 0.372 loss_ce_3: 0.3324 loss_bbox_3: 0.1926 loss_giou_3: 0.3602 loss_ce_4: 0.3145 loss_bbox_4: 0.1901 loss_giou_4: 0.3613 time: 0.2802 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:33] d2.utils.events INFO: eta: 20:35:07 iter: 185219 total_loss: 5.518 loss_ce: 0.2813 loss_bbox: 0.1799 loss_giou: 0.3272 loss_ce_0: 0.4935 loss_bbox_0: 0.3151 loss_giou_0: 0.5225 loss_ce_1: 0.387 loss_bbox_1: 0.2062 loss_giou_1: 0.3768 loss_ce_2: 0.3182 loss_bbox_2: 0.1909 loss_giou_2: 0.3377 loss_ce_3: 0.2956 loss_bbox_3: 0.1836 loss_giou_3: 0.3314 loss_ce_4: 0.282 loss_bbox_4: 0.1811 loss_giou_4: 0.3289 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:38] d2.utils.events INFO: eta: 20:35:12 iter: 185239 total_loss: 5.55 loss_ce: 0.2898 loss_bbox: 0.1858 loss_giou: 0.331 loss_ce_0: 0.4959 loss_bbox_0: 0.3049 loss_giou_0: 0.5064 loss_ce_1: 0.3953 loss_bbox_1: 0.2156 loss_giou_1: 0.3741 loss_ce_2: 0.3315 loss_bbox_2: 0.2032 loss_giou_2: 0.3473 loss_ce_3: 0.3 loss_bbox_3: 0.1872 loss_giou_3: 0.3407 loss_ce_4: 0.2891 loss_bbox_4: 0.19 loss_giou_4: 0.3354 time: 0.2802 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:44] d2.utils.events INFO: eta: 20:34:45 iter: 185259 total_loss: 5.936 loss_ce: 0.3018 loss_bbox: 0.1905 loss_giou: 0.3533 loss_ce_0: 0.5127 loss_bbox_0: 0.3301 loss_giou_0: 0.5106 loss_ce_1: 0.4004 loss_bbox_1: 0.2319 loss_giou_1: 0.4035 loss_ce_2: 0.3326 loss_bbox_2: 0.1999 loss_giou_2: 0.3808 loss_ce_3: 0.3064 loss_bbox_3: 0.1914 loss_giou_3: 0.3651 loss_ce_4: 0.3001 loss_bbox_4: 0.1914 loss_giou_4: 0.3545 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:50] d2.utils.events INFO: eta: 20:34:43 iter: 185279 total_loss: 5.744 loss_ce: 0.2786 loss_bbox: 0.1941 loss_giou: 0.3447 loss_ce_0: 0.5002 loss_bbox_0: 0.325 loss_giou_0: 0.5254 loss_ce_1: 0.4036 loss_bbox_1: 0.2194 loss_giou_1: 0.396 loss_ce_2: 0.3367 loss_bbox_2: 0.2007 loss_giou_2: 0.3619 loss_ce_3: 0.296 loss_bbox_3: 0.1976 loss_giou_3: 0.3482 loss_ce_4: 0.2825 loss_bbox_4: 0.1926 loss_giou_4: 0.3457 time: 0.2802 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 04:19:55] d2.utils.events INFO: eta: 20:34:40 iter: 185299 total_loss: 5.846 loss_ce: 0.2979 loss_bbox: 0.1863 loss_giou: 0.3541 loss_ce_0: 0.5253 loss_bbox_0: 0.3177 loss_giou_0: 0.5512 loss_ce_1: 0.4178 loss_bbox_1: 0.2211 loss_giou_1: 0.4152 loss_ce_2: 0.3509 loss_bbox_2: 0.1978 loss_giou_2: 0.379 loss_ce_3: 0.3219 loss_bbox_3: 0.186 loss_giou_3: 0.3653 loss_ce_4: 0.2997 loss_bbox_4: 0.184 loss_giou_4: 0.3591 time: 0.2802 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:01] d2.utils.events INFO: eta: 20:34:41 iter: 185319 total_loss: 5.659 loss_ce: 0.2813 loss_bbox: 0.2013 loss_giou: 0.3163 loss_ce_0: 0.4837 loss_bbox_0: 0.325 loss_giou_0: 0.4952 loss_ce_1: 0.3809 loss_bbox_1: 0.2363 loss_giou_1: 0.363 loss_ce_2: 0.3228 loss_bbox_2: 0.2169 loss_giou_2: 0.3338 loss_ce_3: 0.2976 loss_bbox_3: 0.2067 loss_giou_3: 0.3264 loss_ce_4: 0.2803 loss_bbox_4: 0.2044 loss_giou_4: 0.3187 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:07] d2.utils.events INFO: eta: 20:34:53 iter: 185339 total_loss: 5.724 loss_ce: 0.2827 loss_bbox: 0.1771 loss_giou: 0.3417 loss_ce_0: 0.508 loss_bbox_0: 0.3184 loss_giou_0: 0.5339 loss_ce_1: 0.3954 loss_bbox_1: 0.2168 loss_giou_1: 0.3857 loss_ce_2: 0.3297 loss_bbox_2: 0.1957 loss_giou_2: 0.356 loss_ce_3: 0.3018 loss_bbox_3: 0.1873 loss_giou_3: 0.3495 loss_ce_4: 0.2927 loss_bbox_4: 0.1804 loss_giou_4: 0.3431 time: 0.2802 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:12] d2.utils.events INFO: eta: 20:35:06 iter: 185359 total_loss: 5.784 loss_ce: 0.2846 loss_bbox: 0.1936 loss_giou: 0.321 loss_ce_0: 0.4949 loss_bbox_0: 0.3131 loss_giou_0: 0.5152 loss_ce_1: 0.379 loss_bbox_1: 0.224 loss_giou_1: 0.3727 loss_ce_2: 0.3305 loss_bbox_2: 0.2012 loss_giou_2: 0.3404 loss_ce_3: 0.3066 loss_bbox_3: 0.1963 loss_giou_3: 0.3322 loss_ce_4: 0.2975 loss_bbox_4: 0.1956 loss_giou_4: 0.33 time: 0.2802 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:18] d2.utils.events INFO: eta: 20:35:28 iter: 185379 total_loss: 5.807 loss_ce: 0.3182 loss_bbox: 0.173 loss_giou: 0.3429 loss_ce_0: 0.5051 loss_bbox_0: 0.3085 loss_giou_0: 0.5332 loss_ce_1: 0.4022 loss_bbox_1: 0.2174 loss_giou_1: 0.4012 loss_ce_2: 0.3603 loss_bbox_2: 0.1869 loss_giou_2: 0.3706 loss_ce_3: 0.3255 loss_bbox_3: 0.1802 loss_giou_3: 0.3521 loss_ce_4: 0.3138 loss_bbox_4: 0.1738 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:24] d2.utils.events INFO: eta: 20:35:32 iter: 185399 total_loss: 5.638 loss_ce: 0.3047 loss_bbox: 0.1839 loss_giou: 0.3235 loss_ce_0: 0.5335 loss_bbox_0: 0.3225 loss_giou_0: 0.4983 loss_ce_1: 0.42 loss_bbox_1: 0.2095 loss_giou_1: 0.3761 loss_ce_2: 0.3542 loss_bbox_2: 0.1901 loss_giou_2: 0.3421 loss_ce_3: 0.3172 loss_bbox_3: 0.1929 loss_giou_3: 0.3339 loss_ce_4: 0.3057 loss_bbox_4: 0.1932 loss_giou_4: 0.3286 time: 0.2802 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:29] d2.utils.events INFO: eta: 20:35:41 iter: 185419 total_loss: 6.091 loss_ce: 0.3115 loss_bbox: 0.1911 loss_giou: 0.3456 loss_ce_0: 0.5252 loss_bbox_0: 0.3292 loss_giou_0: 0.5482 loss_ce_1: 0.4128 loss_bbox_1: 0.2291 loss_giou_1: 0.3983 loss_ce_2: 0.3434 loss_bbox_2: 0.2088 loss_giou_2: 0.3666 loss_ce_3: 0.31 loss_bbox_3: 0.203 loss_giou_3: 0.3539 loss_ce_4: 0.3029 loss_bbox_4: 0.1978 loss_giou_4: 0.3487 time: 0.2802 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:35] d2.utils.events INFO: eta: 20:35:38 iter: 185439 total_loss: 5.712 loss_ce: 0.2995 loss_bbox: 0.1873 loss_giou: 0.3251 loss_ce_0: 0.5019 loss_bbox_0: 0.321 loss_giou_0: 0.5091 loss_ce_1: 0.4018 loss_bbox_1: 0.2237 loss_giou_1: 0.3842 loss_ce_2: 0.3477 loss_bbox_2: 0.2013 loss_giou_2: 0.3503 loss_ce_3: 0.3137 loss_bbox_3: 0.1897 loss_giou_3: 0.3342 loss_ce_4: 0.2993 loss_bbox_4: 0.1894 loss_giou_4: 0.3288 time: 0.2802 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:41] d2.utils.events INFO: eta: 20:35:32 iter: 185459 total_loss: 5.746 loss_ce: 0.2985 loss_bbox: 0.1768 loss_giou: 0.3402 loss_ce_0: 0.5252 loss_bbox_0: 0.3156 loss_giou_0: 0.5244 loss_ce_1: 0.4069 loss_bbox_1: 0.2209 loss_giou_1: 0.3829 loss_ce_2: 0.334 loss_bbox_2: 0.1944 loss_giou_2: 0.356 loss_ce_3: 0.3126 loss_bbox_3: 0.1852 loss_giou_3: 0.3489 loss_ce_4: 0.3012 loss_bbox_4: 0.1827 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:46] d2.utils.events INFO: eta: 20:35:21 iter: 185479 total_loss: 5.821 loss_ce: 0.2996 loss_bbox: 0.1816 loss_giou: 0.3394 loss_ce_0: 0.4995 loss_bbox_0: 0.3071 loss_giou_0: 0.529 loss_ce_1: 0.4026 loss_bbox_1: 0.2183 loss_giou_1: 0.3902 loss_ce_2: 0.3418 loss_bbox_2: 0.1993 loss_giou_2: 0.364 loss_ce_3: 0.3064 loss_bbox_3: 0.1908 loss_giou_3: 0.3483 loss_ce_4: 0.302 loss_bbox_4: 0.1849 loss_giou_4: 0.3452 time: 0.2802 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:52] d2.utils.events INFO: eta: 20:34:47 iter: 185499 total_loss: 5.344 loss_ce: 0.2551 loss_bbox: 0.1809 loss_giou: 0.3118 loss_ce_0: 0.4692 loss_bbox_0: 0.309 loss_giou_0: 0.4945 loss_ce_1: 0.3584 loss_bbox_1: 0.2104 loss_giou_1: 0.3525 loss_ce_2: 0.2895 loss_bbox_2: 0.1933 loss_giou_2: 0.3326 loss_ce_3: 0.2586 loss_bbox_3: 0.1884 loss_giou_3: 0.3192 loss_ce_4: 0.2591 loss_bbox_4: 0.1842 loss_giou_4: 0.3183 time: 0.2802 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 04:20:58] d2.utils.events INFO: eta: 20:34:02 iter: 185519 total_loss: 6.192 loss_ce: 0.3191 loss_bbox: 0.2054 loss_giou: 0.3486 loss_ce_0: 0.5258 loss_bbox_0: 0.352 loss_giou_0: 0.5324 loss_ce_1: 0.4431 loss_bbox_1: 0.2426 loss_giou_1: 0.4021 loss_ce_2: 0.3639 loss_bbox_2: 0.227 loss_giou_2: 0.374 loss_ce_3: 0.3438 loss_bbox_3: 0.2115 loss_giou_3: 0.3613 loss_ce_4: 0.3239 loss_bbox_4: 0.2084 loss_giou_4: 0.3491 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:03] d2.utils.events INFO: eta: 20:33:49 iter: 185539 total_loss: 5.843 loss_ce: 0.3056 loss_bbox: 0.1977 loss_giou: 0.3449 loss_ce_0: 0.4954 loss_bbox_0: 0.3233 loss_giou_0: 0.5202 loss_ce_1: 0.4065 loss_bbox_1: 0.2327 loss_giou_1: 0.3948 loss_ce_2: 0.3339 loss_bbox_2: 0.2067 loss_giou_2: 0.3601 loss_ce_3: 0.3142 loss_bbox_3: 0.1992 loss_giou_3: 0.3515 loss_ce_4: 0.3121 loss_bbox_4: 0.1999 loss_giou_4: 0.3476 time: 0.2802 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:09] d2.utils.events INFO: eta: 20:34:10 iter: 185559 total_loss: 5.685 loss_ce: 0.2856 loss_bbox: 0.1776 loss_giou: 0.3158 loss_ce_0: 0.4942 loss_bbox_0: 0.3256 loss_giou_0: 0.5054 loss_ce_1: 0.3979 loss_bbox_1: 0.2268 loss_giou_1: 0.3724 loss_ce_2: 0.3248 loss_bbox_2: 0.1998 loss_giou_2: 0.3291 loss_ce_3: 0.3026 loss_bbox_3: 0.1829 loss_giou_3: 0.3193 loss_ce_4: 0.292 loss_bbox_4: 0.1774 loss_giou_4: 0.3161 time: 0.2802 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:14] d2.utils.events INFO: eta: 20:33:03 iter: 185579 total_loss: 5.894 loss_ce: 0.3125 loss_bbox: 0.1887 loss_giou: 0.3422 loss_ce_0: 0.4891 loss_bbox_0: 0.3135 loss_giou_0: 0.538 loss_ce_1: 0.4031 loss_bbox_1: 0.2196 loss_giou_1: 0.4077 loss_ce_2: 0.3439 loss_bbox_2: 0.1996 loss_giou_2: 0.3706 loss_ce_3: 0.3282 loss_bbox_3: 0.1926 loss_giou_3: 0.3611 loss_ce_4: 0.3144 loss_bbox_4: 0.1915 loss_giou_4: 0.3481 time: 0.2802 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:20] d2.utils.events INFO: eta: 20:33:28 iter: 185599 total_loss: 5.55 loss_ce: 0.2866 loss_bbox: 0.1695 loss_giou: 0.3406 loss_ce_0: 0.4783 loss_bbox_0: 0.295 loss_giou_0: 0.5409 loss_ce_1: 0.3884 loss_bbox_1: 0.2073 loss_giou_1: 0.3845 loss_ce_2: 0.3286 loss_bbox_2: 0.1875 loss_giou_2: 0.3609 loss_ce_3: 0.2958 loss_bbox_3: 0.178 loss_giou_3: 0.3499 loss_ce_4: 0.2884 loss_bbox_4: 0.1707 loss_giou_4: 0.3406 time: 0.2802 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:26] d2.utils.events INFO: eta: 20:33:04 iter: 185619 total_loss: 5.792 loss_ce: 0.2855 loss_bbox: 0.1794 loss_giou: 0.3388 loss_ce_0: 0.482 loss_bbox_0: 0.2974 loss_giou_0: 0.534 loss_ce_1: 0.3801 loss_bbox_1: 0.2147 loss_giou_1: 0.3943 loss_ce_2: 0.3312 loss_bbox_2: 0.1976 loss_giou_2: 0.3598 loss_ce_3: 0.3031 loss_bbox_3: 0.1837 loss_giou_3: 0.3495 loss_ce_4: 0.2909 loss_bbox_4: 0.183 loss_giou_4: 0.3433 time: 0.2802 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:31] d2.utils.events INFO: eta: 20:32:34 iter: 185639 total_loss: 5.743 loss_ce: 0.29 loss_bbox: 0.1889 loss_giou: 0.3646 loss_ce_0: 0.4973 loss_bbox_0: 0.313 loss_giou_0: 0.5387 loss_ce_1: 0.3756 loss_bbox_1: 0.2198 loss_giou_1: 0.4085 loss_ce_2: 0.3248 loss_bbox_2: 0.2025 loss_giou_2: 0.3779 loss_ce_3: 0.2889 loss_bbox_3: 0.1878 loss_giou_3: 0.3725 loss_ce_4: 0.2881 loss_bbox_4: 0.1893 loss_giou_4: 0.3642 time: 0.2802 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:37] d2.utils.events INFO: eta: 20:32:41 iter: 185659 total_loss: 5.668 loss_ce: 0.2827 loss_bbox: 0.1901 loss_giou: 0.3314 loss_ce_0: 0.507 loss_bbox_0: 0.3039 loss_giou_0: 0.5112 loss_ce_1: 0.3836 loss_bbox_1: 0.2172 loss_giou_1: 0.3677 loss_ce_2: 0.3343 loss_bbox_2: 0.1975 loss_giou_2: 0.3443 loss_ce_3: 0.2894 loss_bbox_3: 0.1946 loss_giou_3: 0.3381 loss_ce_4: 0.2772 loss_bbox_4: 0.1897 loss_giou_4: 0.3345 time: 0.2802 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:43] d2.utils.events INFO: eta: 20:32:38 iter: 185679 total_loss: 5.37 loss_ce: 0.2845 loss_bbox: 0.1715 loss_giou: 0.3155 loss_ce_0: 0.4925 loss_bbox_0: 0.2994 loss_giou_0: 0.4961 loss_ce_1: 0.377 loss_bbox_1: 0.2021 loss_giou_1: 0.364 loss_ce_2: 0.3146 loss_bbox_2: 0.1836 loss_giou_2: 0.3408 loss_ce_3: 0.2806 loss_bbox_3: 0.1735 loss_giou_3: 0.3252 loss_ce_4: 0.2752 loss_bbox_4: 0.1713 loss_giou_4: 0.3189 time: 0.2802 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:48] d2.utils.events INFO: eta: 20:32:07 iter: 185699 total_loss: 5.79 loss_ce: 0.2961 loss_bbox: 0.178 loss_giou: 0.3508 loss_ce_0: 0.5023 loss_bbox_0: 0.3149 loss_giou_0: 0.5327 loss_ce_1: 0.3939 loss_bbox_1: 0.2224 loss_giou_1: 0.4082 loss_ce_2: 0.3371 loss_bbox_2: 0.185 loss_giou_2: 0.3625 loss_ce_3: 0.3072 loss_bbox_3: 0.1877 loss_giou_3: 0.3583 loss_ce_4: 0.2966 loss_bbox_4: 0.1823 loss_giou_4: 0.3526 time: 0.2802 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 04:21:54] d2.utils.events INFO: eta: 20:32:01 iter: 185719 total_loss: 6.031 loss_ce: 0.3034 loss_bbox: 0.2005 loss_giou: 0.3606 loss_ce_0: 0.5224 loss_bbox_0: 0.3342 loss_giou_0: 0.5405 loss_ce_1: 0.4194 loss_bbox_1: 0.2501 loss_giou_1: 0.4109 loss_ce_2: 0.3479 loss_bbox_2: 0.2174 loss_giou_2: 0.382 loss_ce_3: 0.3303 loss_bbox_3: 0.2116 loss_giou_3: 0.3688 loss_ce_4: 0.312 loss_bbox_4: 0.2049 loss_giou_4: 0.3678 time: 0.2802 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:00] d2.utils.events INFO: eta: 20:32:28 iter: 185739 total_loss: 5.887 loss_ce: 0.3088 loss_bbox: 0.1921 loss_giou: 0.3426 loss_ce_0: 0.5008 loss_bbox_0: 0.3234 loss_giou_0: 0.5411 loss_ce_1: 0.4071 loss_bbox_1: 0.2249 loss_giou_1: 0.3922 loss_ce_2: 0.348 loss_bbox_2: 0.2004 loss_giou_2: 0.3649 loss_ce_3: 0.3261 loss_bbox_3: 0.1938 loss_giou_3: 0.3492 loss_ce_4: 0.3143 loss_bbox_4: 0.1908 loss_giou_4: 0.3435 time: 0.2802 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:05] d2.utils.events INFO: eta: 20:32:33 iter: 185759 total_loss: 5.56 loss_ce: 0.2747 loss_bbox: 0.1806 loss_giou: 0.3496 loss_ce_0: 0.4737 loss_bbox_0: 0.3001 loss_giou_0: 0.5152 loss_ce_1: 0.3707 loss_bbox_1: 0.2072 loss_giou_1: 0.3916 loss_ce_2: 0.3112 loss_bbox_2: 0.1869 loss_giou_2: 0.368 loss_ce_3: 0.2778 loss_bbox_3: 0.1845 loss_giou_3: 0.3487 loss_ce_4: 0.2708 loss_bbox_4: 0.1822 loss_giou_4: 0.3507 time: 0.2802 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:11] d2.utils.events INFO: eta: 20:31:52 iter: 185779 total_loss: 5.899 loss_ce: 0.2928 loss_bbox: 0.1983 loss_giou: 0.3443 loss_ce_0: 0.5072 loss_bbox_0: 0.317 loss_giou_0: 0.5283 loss_ce_1: 0.3936 loss_bbox_1: 0.2236 loss_giou_1: 0.3943 loss_ce_2: 0.3241 loss_bbox_2: 0.2079 loss_giou_2: 0.3658 loss_ce_3: 0.2996 loss_bbox_3: 0.1998 loss_giou_3: 0.3526 loss_ce_4: 0.2892 loss_bbox_4: 0.1963 loss_giou_4: 0.349 time: 0.2802 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:17] d2.utils.events INFO: eta: 20:32:22 iter: 185799 total_loss: 5.836 loss_ce: 0.3016 loss_bbox: 0.1897 loss_giou: 0.3497 loss_ce_0: 0.4945 loss_bbox_0: 0.3205 loss_giou_0: 0.5461 loss_ce_1: 0.396 loss_bbox_1: 0.2272 loss_giou_1: 0.4057 loss_ce_2: 0.3375 loss_bbox_2: 0.2033 loss_giou_2: 0.3715 loss_ce_3: 0.3125 loss_bbox_3: 0.1957 loss_giou_3: 0.3574 loss_ce_4: 0.3 loss_bbox_4: 0.1941 loss_giou_4: 0.3541 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:22] d2.utils.events INFO: eta: 20:31:53 iter: 185819 total_loss: 5.601 loss_ce: 0.3005 loss_bbox: 0.1763 loss_giou: 0.3244 loss_ce_0: 0.5028 loss_bbox_0: 0.3209 loss_giou_0: 0.5066 loss_ce_1: 0.4037 loss_bbox_1: 0.2174 loss_giou_1: 0.3756 loss_ce_2: 0.3366 loss_bbox_2: 0.186 loss_giou_2: 0.3513 loss_ce_3: 0.3141 loss_bbox_3: 0.1806 loss_giou_3: 0.336 loss_ce_4: 0.3002 loss_bbox_4: 0.1771 loss_giou_4: 0.3282 time: 0.2802 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:28] d2.utils.events INFO: eta: 20:31:47 iter: 185839 total_loss: 5.78 loss_ce: 0.283 loss_bbox: 0.1804 loss_giou: 0.3523 loss_ce_0: 0.5007 loss_bbox_0: 0.3183 loss_giou_0: 0.5382 loss_ce_1: 0.3945 loss_bbox_1: 0.2222 loss_giou_1: 0.4001 loss_ce_2: 0.3278 loss_bbox_2: 0.1996 loss_giou_2: 0.372 loss_ce_3: 0.2934 loss_bbox_3: 0.1902 loss_giou_3: 0.3647 loss_ce_4: 0.2827 loss_bbox_4: 0.184 loss_giou_4: 0.3564 time: 0.2802 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:34] d2.utils.events INFO: eta: 20:31:28 iter: 185859 total_loss: 5.93 loss_ce: 0.3076 loss_bbox: 0.1868 loss_giou: 0.3294 loss_ce_0: 0.5168 loss_bbox_0: 0.328 loss_giou_0: 0.4889 loss_ce_1: 0.4042 loss_bbox_1: 0.2226 loss_giou_1: 0.3642 loss_ce_2: 0.3675 loss_bbox_2: 0.1968 loss_giou_2: 0.3478 loss_ce_3: 0.3207 loss_bbox_3: 0.1928 loss_giou_3: 0.3333 loss_ce_4: 0.3104 loss_bbox_4: 0.1859 loss_giou_4: 0.3294 time: 0.2802 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:39] d2.utils.events INFO: eta: 20:31:07 iter: 185879 total_loss: 5.688 loss_ce: 0.3045 loss_bbox: 0.1893 loss_giou: 0.3409 loss_ce_0: 0.4919 loss_bbox_0: 0.3311 loss_giou_0: 0.5225 loss_ce_1: 0.3941 loss_bbox_1: 0.2229 loss_giou_1: 0.3885 loss_ce_2: 0.337 loss_bbox_2: 0.2083 loss_giou_2: 0.3632 loss_ce_3: 0.3251 loss_bbox_3: 0.1967 loss_giou_3: 0.3464 loss_ce_4: 0.3155 loss_bbox_4: 0.1949 loss_giou_4: 0.3442 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:45] d2.utils.events INFO: eta: 20:31:16 iter: 185899 total_loss: 5.464 loss_ce: 0.281 loss_bbox: 0.1769 loss_giou: 0.3229 loss_ce_0: 0.4942 loss_bbox_0: 0.3137 loss_giou_0: 0.4892 loss_ce_1: 0.378 loss_bbox_1: 0.2181 loss_giou_1: 0.3654 loss_ce_2: 0.3146 loss_bbox_2: 0.1923 loss_giou_2: 0.3392 loss_ce_3: 0.2828 loss_bbox_3: 0.183 loss_giou_3: 0.3332 loss_ce_4: 0.2802 loss_bbox_4: 0.1799 loss_giou_4: 0.3297 time: 0.2802 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:51] d2.utils.events INFO: eta: 20:31:32 iter: 185919 total_loss: 5.67 loss_ce: 0.283 loss_bbox: 0.1671 loss_giou: 0.3227 loss_ce_0: 0.4811 loss_bbox_0: 0.2937 loss_giou_0: 0.5064 loss_ce_1: 0.3883 loss_bbox_1: 0.2056 loss_giou_1: 0.3746 loss_ce_2: 0.3287 loss_bbox_2: 0.1824 loss_giou_2: 0.3379 loss_ce_3: 0.305 loss_bbox_3: 0.1776 loss_giou_3: 0.3357 loss_ce_4: 0.2907 loss_bbox_4: 0.17 loss_giou_4: 0.3281 time: 0.2802 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:22:56] d2.utils.events INFO: eta: 20:31:32 iter: 185939 total_loss: 5.645 loss_ce: 0.2804 loss_bbox: 0.1759 loss_giou: 0.3452 loss_ce_0: 0.4877 loss_bbox_0: 0.3067 loss_giou_0: 0.516 loss_ce_1: 0.3951 loss_bbox_1: 0.2054 loss_giou_1: 0.3901 loss_ce_2: 0.3263 loss_bbox_2: 0.1946 loss_giou_2: 0.3669 loss_ce_3: 0.2956 loss_bbox_3: 0.1803 loss_giou_3: 0.3486 loss_ce_4: 0.2826 loss_bbox_4: 0.182 loss_giou_4: 0.3457 time: 0.2802 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:02] d2.utils.events INFO: eta: 20:31:47 iter: 185959 total_loss: 5.86 loss_ce: 0.3073 loss_bbox: 0.1861 loss_giou: 0.3537 loss_ce_0: 0.5027 loss_bbox_0: 0.3173 loss_giou_0: 0.554 loss_ce_1: 0.4003 loss_bbox_1: 0.2086 loss_giou_1: 0.3978 loss_ce_2: 0.327 loss_bbox_2: 0.1987 loss_giou_2: 0.3639 loss_ce_3: 0.3113 loss_bbox_3: 0.1868 loss_giou_3: 0.3584 loss_ce_4: 0.3083 loss_bbox_4: 0.1833 loss_giou_4: 0.3583 time: 0.2802 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:08] d2.utils.events INFO: eta: 20:31:59 iter: 185979 total_loss: 5.53 loss_ce: 0.2983 loss_bbox: 0.1773 loss_giou: 0.3278 loss_ce_0: 0.4954 loss_bbox_0: 0.309 loss_giou_0: 0.4929 loss_ce_1: 0.3921 loss_bbox_1: 0.209 loss_giou_1: 0.378 loss_ce_2: 0.3276 loss_bbox_2: 0.1878 loss_giou_2: 0.3459 loss_ce_3: 0.3105 loss_bbox_3: 0.1832 loss_giou_3: 0.3368 loss_ce_4: 0.2927 loss_bbox_4: 0.1814 loss_giou_4: 0.327 time: 0.2802 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:13] d2.utils.events INFO: eta: 20:31:46 iter: 185999 total_loss: 5.658 loss_ce: 0.2781 loss_bbox: 0.1885 loss_giou: 0.3355 loss_ce_0: 0.5084 loss_bbox_0: 0.3086 loss_giou_0: 0.4705 loss_ce_1: 0.4064 loss_bbox_1: 0.2149 loss_giou_1: 0.3641 loss_ce_2: 0.3265 loss_bbox_2: 0.1942 loss_giou_2: 0.3536 loss_ce_3: 0.296 loss_bbox_3: 0.1901 loss_giou_3: 0.3471 loss_ce_4: 0.2794 loss_bbox_4: 0.1909 loss_giou_4: 0.34 time: 0.2802 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:19] d2.utils.events INFO: eta: 20:31:50 iter: 186019 total_loss: 5.771 loss_ce: 0.3015 loss_bbox: 0.1835 loss_giou: 0.3459 loss_ce_0: 0.5251 loss_bbox_0: 0.3174 loss_giou_0: 0.5229 loss_ce_1: 0.4255 loss_bbox_1: 0.214 loss_giou_1: 0.3908 loss_ce_2: 0.3494 loss_bbox_2: 0.1958 loss_giou_2: 0.3565 loss_ce_3: 0.3157 loss_bbox_3: 0.1806 loss_giou_3: 0.35 loss_ce_4: 0.3028 loss_bbox_4: 0.1848 loss_giou_4: 0.3478 time: 0.2802 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:25] d2.utils.events INFO: eta: 20:31:24 iter: 186039 total_loss: 5.561 loss_ce: 0.2961 loss_bbox: 0.1742 loss_giou: 0.3359 loss_ce_0: 0.488 loss_bbox_0: 0.3052 loss_giou_0: 0.5308 loss_ce_1: 0.3951 loss_bbox_1: 0.2103 loss_giou_1: 0.3884 loss_ce_2: 0.3189 loss_bbox_2: 0.1869 loss_giou_2: 0.3553 loss_ce_3: 0.299 loss_bbox_3: 0.1803 loss_giou_3: 0.3481 loss_ce_4: 0.294 loss_bbox_4: 0.1781 loss_giou_4: 0.3387 time: 0.2802 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:30] d2.utils.events INFO: eta: 20:30:53 iter: 186059 total_loss: 5.784 loss_ce: 0.2996 loss_bbox: 0.1828 loss_giou: 0.3455 loss_ce_0: 0.5011 loss_bbox_0: 0.3221 loss_giou_0: 0.5534 loss_ce_1: 0.4029 loss_bbox_1: 0.2187 loss_giou_1: 0.406 loss_ce_2: 0.3412 loss_bbox_2: 0.1994 loss_giou_2: 0.3689 loss_ce_3: 0.3135 loss_bbox_3: 0.19 loss_giou_3: 0.3508 loss_ce_4: 0.3015 loss_bbox_4: 0.1835 loss_giou_4: 0.348 time: 0.2802 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:36] d2.utils.events INFO: eta: 20:30:47 iter: 186079 total_loss: 5.619 loss_ce: 0.282 loss_bbox: 0.1893 loss_giou: 0.3319 loss_ce_0: 0.4788 loss_bbox_0: 0.3152 loss_giou_0: 0.4888 loss_ce_1: 0.3876 loss_bbox_1: 0.2198 loss_giou_1: 0.3882 loss_ce_2: 0.3268 loss_bbox_2: 0.2101 loss_giou_2: 0.3568 loss_ce_3: 0.2876 loss_bbox_3: 0.1985 loss_giou_3: 0.3442 loss_ce_4: 0.282 loss_bbox_4: 0.1915 loss_giou_4: 0.3354 time: 0.2802 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:42] d2.utils.events INFO: eta: 20:30:47 iter: 186099 total_loss: 5.883 loss_ce: 0.3077 loss_bbox: 0.1996 loss_giou: 0.3439 loss_ce_0: 0.5086 loss_bbox_0: 0.3204 loss_giou_0: 0.5216 loss_ce_1: 0.4046 loss_bbox_1: 0.2225 loss_giou_1: 0.4081 loss_ce_2: 0.3355 loss_bbox_2: 0.2096 loss_giou_2: 0.3652 loss_ce_3: 0.3031 loss_bbox_3: 0.203 loss_giou_3: 0.3534 loss_ce_4: 0.298 loss_bbox_4: 0.2004 loss_giou_4: 0.3492 time: 0.2802 data_time: 0.0358 lr: 2.5e-05 max_mem: 5427M [11/03 04:23:47] d2.utils.events INFO: eta: 20:30:53 iter: 186119 total_loss: 5.746 loss_ce: 0.2839 loss_bbox: 0.1904 loss_giou: 0.3504 loss_ce_0: 0.4891 loss_bbox_0: 0.3094 loss_giou_0: 0.5326 loss_ce_1: 0.3912 loss_bbox_1: 0.2274 loss_giou_1: 0.4035 loss_ce_2: 0.3222 loss_bbox_2: 0.2026 loss_giou_2: 0.3688 loss_ce_3: 0.2963 loss_bbox_3: 0.1945 loss_giou_3: 0.3581 loss_ce_4: 0.2801 loss_bbox_4: 0.191 loss_giou_4: 0.3529 time: 0.2802 data_time: 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[11/03 04:24:04] d2.utils.events INFO: eta: 20:31:05 iter: 186179 total_loss: 5.431 loss_ce: 0.2717 loss_bbox: 0.1802 loss_giou: 0.3323 loss_ce_0: 0.4831 loss_bbox_0: 0.3048 loss_giou_0: 0.5066 loss_ce_1: 0.3839 loss_bbox_1: 0.2155 loss_giou_1: 0.3711 loss_ce_2: 0.315 loss_bbox_2: 0.1906 loss_giou_2: 0.3391 loss_ce_3: 0.2851 loss_bbox_3: 0.1854 loss_giou_3: 0.3367 loss_ce_4: 0.2742 loss_bbox_4: 0.1809 loss_giou_4: 0.3344 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:10] d2.utils.events INFO: eta: 20:30:50 iter: 186199 total_loss: 5.912 loss_ce: 0.288 loss_bbox: 0.1869 loss_giou: 0.3421 loss_ce_0: 0.4939 loss_bbox_0: 0.297 loss_giou_0: 0.503 loss_ce_1: 0.3943 loss_bbox_1: 0.215 loss_giou_1: 0.3813 loss_ce_2: 0.3324 loss_bbox_2: 0.1986 loss_giou_2: 0.3626 loss_ce_3: 0.3037 loss_bbox_3: 0.1918 loss_giou_3: 0.3474 loss_ce_4: 0.2855 loss_bbox_4: 0.1871 loss_giou_4: 0.342 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:16] d2.utils.events INFO: eta: 20:30:33 iter: 186219 total_loss: 5.696 loss_ce: 0.2946 loss_bbox: 0.1744 loss_giou: 0.3216 loss_ce_0: 0.4992 loss_bbox_0: 0.3028 loss_giou_0: 0.5108 loss_ce_1: 0.4054 loss_bbox_1: 0.2166 loss_giou_1: 0.3755 loss_ce_2: 0.3358 loss_bbox_2: 0.1918 loss_giou_2: 0.3403 loss_ce_3: 0.3137 loss_bbox_3: 0.1857 loss_giou_3: 0.3331 loss_ce_4: 0.2949 loss_bbox_4: 0.1778 loss_giou_4: 0.3248 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:21] d2.utils.events INFO: eta: 20:30:03 iter: 186239 total_loss: 5.792 loss_ce: 0.2997 loss_bbox: 0.1799 loss_giou: 0.3707 loss_ce_0: 0.5076 loss_bbox_0: 0.3066 loss_giou_0: 0.5429 loss_ce_1: 0.3821 loss_bbox_1: 0.2189 loss_giou_1: 0.4121 loss_ce_2: 0.3303 loss_bbox_2: 0.1981 loss_giou_2: 0.3932 loss_ce_3: 0.2986 loss_bbox_3: 0.1846 loss_giou_3: 0.38 loss_ce_4: 0.2916 loss_bbox_4: 0.1827 loss_giou_4: 0.3743 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:27] d2.utils.events INFO: eta: 20:30:26 iter: 186259 total_loss: 5.811 loss_ce: 0.3019 loss_bbox: 0.1809 loss_giou: 0.3494 loss_ce_0: 0.5128 loss_bbox_0: 0.3202 loss_giou_0: 0.546 loss_ce_1: 0.4052 loss_bbox_1: 0.2164 loss_giou_1: 0.3975 loss_ce_2: 0.3411 loss_bbox_2: 0.199 loss_giou_2: 0.3707 loss_ce_3: 0.3098 loss_bbox_3: 0.1948 loss_giou_3: 0.354 loss_ce_4: 0.3043 loss_bbox_4: 0.187 loss_giou_4: 0.351 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:32] d2.utils.events INFO: eta: 20:29:50 iter: 186279 total_loss: 5.72 loss_ce: 0.287 loss_bbox: 0.1749 loss_giou: 0.343 loss_ce_0: 0.4797 loss_bbox_0: 0.3068 loss_giou_0: 0.5457 loss_ce_1: 0.3838 loss_bbox_1: 0.2125 loss_giou_1: 0.4044 loss_ce_2: 0.3194 loss_bbox_2: 0.1933 loss_giou_2: 0.3629 loss_ce_3: 0.2836 loss_bbox_3: 0.1817 loss_giou_3: 0.358 loss_ce_4: 0.2851 loss_bbox_4: 0.1757 loss_giou_4: 0.3443 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:38] d2.utils.events INFO: eta: 20:29:29 iter: 186299 total_loss: 5.776 loss_ce: 0.2973 loss_bbox: 0.192 loss_giou: 0.3174 loss_ce_0: 0.4959 loss_bbox_0: 0.3337 loss_giou_0: 0.512 loss_ce_1: 0.3993 loss_bbox_1: 0.2244 loss_giou_1: 0.373 loss_ce_2: 0.3411 loss_bbox_2: 0.2095 loss_giou_2: 0.3469 loss_ce_3: 0.3038 loss_bbox_3: 0.2011 loss_giou_3: 0.3296 loss_ce_4: 0.2932 loss_bbox_4: 0.1984 loss_giou_4: 0.3216 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:44] d2.utils.events INFO: eta: 20:29:11 iter: 186319 total_loss: 5.914 loss_ce: 0.3074 loss_bbox: 0.1822 loss_giou: 0.349 loss_ce_0: 0.5037 loss_bbox_0: 0.3191 loss_giou_0: 0.5306 loss_ce_1: 0.4126 loss_bbox_1: 0.2161 loss_giou_1: 0.3972 loss_ce_2: 0.3372 loss_bbox_2: 0.2014 loss_giou_2: 0.3737 loss_ce_3: 0.3125 loss_bbox_3: 0.1892 loss_giou_3: 0.3613 loss_ce_4: 0.3009 loss_bbox_4: 0.1848 loss_giou_4: 0.3506 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:49] d2.utils.events INFO: eta: 20:29:05 iter: 186339 total_loss: 5.623 loss_ce: 0.2874 loss_bbox: 0.1889 loss_giou: 0.325 loss_ce_0: 0.5039 loss_bbox_0: 0.3157 loss_giou_0: 0.5184 loss_ce_1: 0.3929 loss_bbox_1: 0.2178 loss_giou_1: 0.3714 loss_ce_2: 0.327 loss_bbox_2: 0.206 loss_giou_2: 0.3425 loss_ce_3: 0.3006 loss_bbox_3: 0.1958 loss_giou_3: 0.3324 loss_ce_4: 0.2909 loss_bbox_4: 0.1917 loss_giou_4: 0.3257 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 04:24:55] d2.utils.events INFO: eta: 20:28:51 iter: 186359 total_loss: 5.697 loss_ce: 0.2982 loss_bbox: 0.1914 loss_giou: 0.3295 loss_ce_0: 0.495 loss_bbox_0: 0.3208 loss_giou_0: 0.5133 loss_ce_1: 0.4089 loss_bbox_1: 0.227 loss_giou_1: 0.3891 loss_ce_2: 0.3423 loss_bbox_2: 0.198 loss_giou_2: 0.3475 loss_ce_3: 0.3137 loss_bbox_3: 0.1956 loss_giou_3: 0.3418 loss_ce_4: 0.297 loss_bbox_4: 0.1896 loss_giou_4: 0.3358 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:01] d2.utils.events INFO: eta: 20:28:35 iter: 186379 total_loss: 5.754 loss_ce: 0.2924 loss_bbox: 0.1996 loss_giou: 0.331 loss_ce_0: 0.5048 loss_bbox_0: 0.3301 loss_giou_0: 0.5063 loss_ce_1: 0.3923 loss_bbox_1: 0.2301 loss_giou_1: 0.3752 loss_ce_2: 0.3325 loss_bbox_2: 0.2107 loss_giou_2: 0.3515 loss_ce_3: 0.3016 loss_bbox_3: 0.2006 loss_giou_3: 0.3425 loss_ce_4: 0.2941 loss_bbox_4: 0.1988 loss_giou_4: 0.3337 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:07] d2.utils.events INFO: eta: 20:28:48 iter: 186399 total_loss: 5.801 loss_ce: 0.2878 loss_bbox: 0.2007 loss_giou: 0.3454 loss_ce_0: 0.4868 loss_bbox_0: 0.3307 loss_giou_0: 0.5197 loss_ce_1: 0.3915 loss_bbox_1: 0.2344 loss_giou_1: 0.3889 loss_ce_2: 0.3346 loss_bbox_2: 0.2171 loss_giou_2: 0.3547 loss_ce_3: 0.3016 loss_bbox_3: 0.2037 loss_giou_3: 0.3506 loss_ce_4: 0.2899 loss_bbox_4: 0.2013 loss_giou_4: 0.3417 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:12] d2.utils.events INFO: eta: 20:28:38 iter: 186419 total_loss: 5.889 loss_ce: 0.3054 loss_bbox: 0.1977 loss_giou: 0.3459 loss_ce_0: 0.5113 loss_bbox_0: 0.3203 loss_giou_0: 0.5326 loss_ce_1: 0.4055 loss_bbox_1: 0.2348 loss_giou_1: 0.3967 loss_ce_2: 0.3512 loss_bbox_2: 0.2042 loss_giou_2: 0.3666 loss_ce_3: 0.3288 loss_bbox_3: 0.2055 loss_giou_3: 0.3546 loss_ce_4: 0.3094 loss_bbox_4: 0.1988 loss_giou_4: 0.353 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:18] d2.utils.events INFO: eta: 20:28:41 iter: 186439 total_loss: 5.65 loss_ce: 0.2852 loss_bbox: 0.1821 loss_giou: 0.3417 loss_ce_0: 0.493 loss_bbox_0: 0.3058 loss_giou_0: 0.5314 loss_ce_1: 0.3891 loss_bbox_1: 0.2154 loss_giou_1: 0.3984 loss_ce_2: 0.3241 loss_bbox_2: 0.198 loss_giou_2: 0.3673 loss_ce_3: 0.2927 loss_bbox_3: 0.1873 loss_giou_3: 0.3545 loss_ce_4: 0.2826 loss_bbox_4: 0.1854 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0354 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:24] d2.utils.events INFO: eta: 20:28:39 iter: 186459 total_loss: 5.497 loss_ce: 0.2829 loss_bbox: 0.186 loss_giou: 0.3265 loss_ce_0: 0.4927 loss_bbox_0: 0.3175 loss_giou_0: 0.5065 loss_ce_1: 0.3798 loss_bbox_1: 0.2212 loss_giou_1: 0.3689 loss_ce_2: 0.3069 loss_bbox_2: 0.2043 loss_giou_2: 0.3422 loss_ce_3: 0.287 loss_bbox_3: 0.1924 loss_giou_3: 0.3367 loss_ce_4: 0.2846 loss_bbox_4: 0.1908 loss_giou_4: 0.3294 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:29] d2.utils.events INFO: eta: 20:28:30 iter: 186479 total_loss: 5.766 loss_ce: 0.2955 loss_bbox: 0.1889 loss_giou: 0.3478 loss_ce_0: 0.4949 loss_bbox_0: 0.3211 loss_giou_0: 0.5256 loss_ce_1: 0.4056 loss_bbox_1: 0.2287 loss_giou_1: 0.3995 loss_ce_2: 0.3318 loss_bbox_2: 0.2026 loss_giou_2: 0.3572 loss_ce_3: 0.3005 loss_bbox_3: 0.1957 loss_giou_3: 0.3577 loss_ce_4: 0.3008 loss_bbox_4: 0.1935 loss_giou_4: 0.3568 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:35] d2.utils.events INFO: eta: 20:28:50 iter: 186499 total_loss: 5.761 loss_ce: 0.2953 loss_bbox: 0.1897 loss_giou: 0.3435 loss_ce_0: 0.507 loss_bbox_0: 0.315 loss_giou_0: 0.5325 loss_ce_1: 0.4158 loss_bbox_1: 0.2292 loss_giou_1: 0.3866 loss_ce_2: 0.3428 loss_bbox_2: 0.2022 loss_giou_2: 0.3558 loss_ce_3: 0.3046 loss_bbox_3: 0.1955 loss_giou_3: 0.3487 loss_ce_4: 0.3002 loss_bbox_4: 0.1894 loss_giou_4: 0.3443 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:41] d2.utils.events INFO: eta: 20:29:06 iter: 186519 total_loss: 6.067 loss_ce: 0.2972 loss_bbox: 0.1995 loss_giou: 0.3546 loss_ce_0: 0.5079 loss_bbox_0: 0.3335 loss_giou_0: 0.5482 loss_ce_1: 0.4092 loss_bbox_1: 0.2357 loss_giou_1: 0.404 loss_ce_2: 0.3463 loss_bbox_2: 0.2106 loss_giou_2: 0.3741 loss_ce_3: 0.3092 loss_bbox_3: 0.2065 loss_giou_3: 0.362 loss_ce_4: 0.2951 loss_bbox_4: 0.2011 loss_giou_4: 0.3581 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:46] d2.utils.events INFO: eta: 20:29:05 iter: 186539 total_loss: 5.81 loss_ce: 0.3053 loss_bbox: 0.1921 loss_giou: 0.3343 loss_ce_0: 0.5085 loss_bbox_0: 0.3242 loss_giou_0: 0.521 loss_ce_1: 0.3995 loss_bbox_1: 0.2269 loss_giou_1: 0.3828 loss_ce_2: 0.3377 loss_bbox_2: 0.2006 loss_giou_2: 0.3501 loss_ce_3: 0.3029 loss_bbox_3: 0.1937 loss_giou_3: 0.3418 loss_ce_4: 0.3021 loss_bbox_4: 0.1935 loss_giou_4: 0.3374 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:52] d2.utils.events INFO: eta: 20:28:55 iter: 186559 total_loss: 5.848 loss_ce: 0.3005 loss_bbox: 0.195 loss_giou: 0.3529 loss_ce_0: 0.5124 loss_bbox_0: 0.3176 loss_giou_0: 0.535 loss_ce_1: 0.3943 loss_bbox_1: 0.2229 loss_giou_1: 0.3994 loss_ce_2: 0.3349 loss_bbox_2: 0.2111 loss_giou_2: 0.3828 loss_ce_3: 0.3063 loss_bbox_3: 0.1989 loss_giou_3: 0.3655 loss_ce_4: 0.3038 loss_bbox_4: 0.1964 loss_giou_4: 0.3555 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 04:25:58] d2.utils.events INFO: eta: 20:29:17 iter: 186579 total_loss: 5.828 loss_ce: 0.314 loss_bbox: 0.196 loss_giou: 0.3525 loss_ce_0: 0.511 loss_bbox_0: 0.3122 loss_giou_0: 0.5431 loss_ce_1: 0.4261 loss_bbox_1: 0.217 loss_giou_1: 0.4017 loss_ce_2: 0.3491 loss_bbox_2: 0.2106 loss_giou_2: 0.3713 loss_ce_3: 0.3342 loss_bbox_3: 0.2017 loss_giou_3: 0.3579 loss_ce_4: 0.3195 loss_bbox_4: 0.1989 loss_giou_4: 0.3556 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:03] d2.utils.events INFO: eta: 20:28:52 iter: 186599 total_loss: 5.851 loss_ce: 0.2943 loss_bbox: 0.2043 loss_giou: 0.3333 loss_ce_0: 0.4863 loss_bbox_0: 0.3253 loss_giou_0: 0.4988 loss_ce_1: 0.3905 loss_bbox_1: 0.2356 loss_giou_1: 0.3695 loss_ce_2: 0.3445 loss_bbox_2: 0.2194 loss_giou_2: 0.3474 loss_ce_3: 0.3095 loss_bbox_3: 0.2103 loss_giou_3: 0.3442 loss_ce_4: 0.2956 loss_bbox_4: 0.2063 loss_giou_4: 0.337 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:09] d2.utils.events INFO: eta: 20:29:14 iter: 186619 total_loss: 5.721 loss_ce: 0.2998 loss_bbox: 0.1871 loss_giou: 0.3342 loss_ce_0: 0.4952 loss_bbox_0: 0.312 loss_giou_0: 0.5162 loss_ce_1: 0.3993 loss_bbox_1: 0.2297 loss_giou_1: 0.3902 loss_ce_2: 0.344 loss_bbox_2: 0.2043 loss_giou_2: 0.3587 loss_ce_3: 0.3215 loss_bbox_3: 0.1961 loss_giou_3: 0.3424 loss_ce_4: 0.302 loss_bbox_4: 0.1917 loss_giou_4: 0.3404 time: 0.2801 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:14] d2.utils.events INFO: eta: 20:29:18 iter: 186639 total_loss: 6.052 loss_ce: 0.3289 loss_bbox: 0.1926 loss_giou: 0.3755 loss_ce_0: 0.5302 loss_bbox_0: 0.3324 loss_giou_0: 0.5781 loss_ce_1: 0.4355 loss_bbox_1: 0.2311 loss_giou_1: 0.4468 loss_ce_2: 0.3617 loss_bbox_2: 0.2079 loss_giou_2: 0.3972 loss_ce_3: 0.3324 loss_bbox_3: 0.2004 loss_giou_3: 0.379 loss_ce_4: 0.3246 loss_bbox_4: 0.1969 loss_giou_4: 0.3756 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:20] d2.utils.events INFO: eta: 20:29:03 iter: 186659 total_loss: 5.804 loss_ce: 0.2769 loss_bbox: 0.1933 loss_giou: 0.3602 loss_ce_0: 0.4899 loss_bbox_0: 0.3244 loss_giou_0: 0.5465 loss_ce_1: 0.3901 loss_bbox_1: 0.2207 loss_giou_1: 0.4008 loss_ce_2: 0.3253 loss_bbox_2: 0.1967 loss_giou_2: 0.3759 loss_ce_3: 0.2931 loss_bbox_3: 0.1947 loss_giou_3: 0.3688 loss_ce_4: 0.2907 loss_bbox_4: 0.1944 loss_giou_4: 0.3652 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:26] d2.utils.events INFO: eta: 20:29:37 iter: 186679 total_loss: 5.882 loss_ce: 0.2967 loss_bbox: 0.1874 loss_giou: 0.3712 loss_ce_0: 0.4858 loss_bbox_0: 0.3141 loss_giou_0: 0.5711 loss_ce_1: 0.3867 loss_bbox_1: 0.2252 loss_giou_1: 0.4203 loss_ce_2: 0.3202 loss_bbox_2: 0.2013 loss_giou_2: 0.3838 loss_ce_3: 0.3082 loss_bbox_3: 0.1916 loss_giou_3: 0.3781 loss_ce_4: 0.2978 loss_bbox_4: 0.1923 loss_giou_4: 0.3745 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:32] d2.utils.events INFO: eta: 20:29:53 iter: 186699 total_loss: 5.843 loss_ce: 0.3135 loss_bbox: 0.1959 loss_giou: 0.351 loss_ce_0: 0.5262 loss_bbox_0: 0.3227 loss_giou_0: 0.5306 loss_ce_1: 0.4313 loss_bbox_1: 0.2205 loss_giou_1: 0.397 loss_ce_2: 0.3565 loss_bbox_2: 0.213 loss_giou_2: 0.372 loss_ce_3: 0.3293 loss_bbox_3: 0.2002 loss_giou_3: 0.3592 loss_ce_4: 0.313 loss_bbox_4: 0.1978 loss_giou_4: 0.351 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:37] d2.utils.events INFO: eta: 20:29:42 iter: 186719 total_loss: 5.611 loss_ce: 0.3021 loss_bbox: 0.1742 loss_giou: 0.344 loss_ce_0: 0.4913 loss_bbox_0: 0.2872 loss_giou_0: 0.5365 loss_ce_1: 0.3927 loss_bbox_1: 0.2125 loss_giou_1: 0.4009 loss_ce_2: 0.3222 loss_bbox_2: 0.1854 loss_giou_2: 0.3671 loss_ce_3: 0.2984 loss_bbox_3: 0.1798 loss_giou_3: 0.3534 loss_ce_4: 0.2972 loss_bbox_4: 0.1735 loss_giou_4: 0.343 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:43] d2.utils.events INFO: eta: 20:29:24 iter: 186739 total_loss: 5.962 loss_ce: 0.3091 loss_bbox: 0.1907 loss_giou: 0.3408 loss_ce_0: 0.4967 loss_bbox_0: 0.3362 loss_giou_0: 0.5332 loss_ce_1: 0.4143 loss_bbox_1: 0.2301 loss_giou_1: 0.3781 loss_ce_2: 0.3422 loss_bbox_2: 0.2199 loss_giou_2: 0.3565 loss_ce_3: 0.3167 loss_bbox_3: 0.2027 loss_giou_3: 0.3468 loss_ce_4: 0.3131 loss_bbox_4: 0.1953 loss_giou_4: 0.3449 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:49] d2.utils.events INFO: eta: 20:28:36 iter: 186759 total_loss: 5.59 loss_ce: 0.2796 loss_bbox: 0.1877 loss_giou: 0.341 loss_ce_0: 0.4884 loss_bbox_0: 0.3242 loss_giou_0: 0.5346 loss_ce_1: 0.3797 loss_bbox_1: 0.22 loss_giou_1: 0.3922 loss_ce_2: 0.3237 loss_bbox_2: 0.2001 loss_giou_2: 0.3583 loss_ce_3: 0.2941 loss_bbox_3: 0.1965 loss_giou_3: 0.3523 loss_ce_4: 0.289 loss_bbox_4: 0.1892 loss_giou_4: 0.347 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 04:26:54] d2.utils.events INFO: eta: 20:28:13 iter: 186779 total_loss: 5.742 loss_ce: 0.2865 loss_bbox: 0.1961 loss_giou: 0.3375 loss_ce_0: 0.5018 loss_bbox_0: 0.3109 loss_giou_0: 0.4934 loss_ce_1: 0.3666 loss_bbox_1: 0.2218 loss_giou_1: 0.386 loss_ce_2: 0.3102 loss_bbox_2: 0.2027 loss_giou_2: 0.3533 loss_ce_3: 0.2913 loss_bbox_3: 0.2009 loss_giou_3: 0.3427 loss_ce_4: 0.2838 loss_bbox_4: 0.1969 loss_giou_4: 0.3402 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:00] d2.utils.events INFO: eta: 20:27:57 iter: 186799 total_loss: 5.958 loss_ce: 0.2829 loss_bbox: 0.2012 loss_giou: 0.3488 loss_ce_0: 0.502 loss_bbox_0: 0.3406 loss_giou_0: 0.5476 loss_ce_1: 0.4044 loss_bbox_1: 0.2335 loss_giou_1: 0.4146 loss_ce_2: 0.3266 loss_bbox_2: 0.2119 loss_giou_2: 0.3764 loss_ce_3: 0.2962 loss_bbox_3: 0.205 loss_giou_3: 0.3614 loss_ce_4: 0.2853 loss_bbox_4: 0.2025 loss_giou_4: 0.3549 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:06] d2.utils.events INFO: eta: 20:28:20 iter: 186819 total_loss: 5.851 loss_ce: 0.306 loss_bbox: 0.1726 loss_giou: 0.3479 loss_ce_0: 0.4978 loss_bbox_0: 0.3103 loss_giou_0: 0.522 loss_ce_1: 0.3928 loss_bbox_1: 0.2138 loss_giou_1: 0.3917 loss_ce_2: 0.3424 loss_bbox_2: 0.1905 loss_giou_2: 0.3647 loss_ce_3: 0.3236 loss_bbox_3: 0.177 loss_giou_3: 0.3521 loss_ce_4: 0.3121 loss_bbox_4: 0.1717 loss_giou_4: 0.3505 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:11] d2.utils.events INFO: eta: 20:28:45 iter: 186839 total_loss: 5.765 loss_ce: 0.3158 loss_bbox: 0.1691 loss_giou: 0.3332 loss_ce_0: 0.5211 loss_bbox_0: 0.3158 loss_giou_0: 0.5345 loss_ce_1: 0.4328 loss_bbox_1: 0.1993 loss_giou_1: 0.3798 loss_ce_2: 0.3678 loss_bbox_2: 0.1831 loss_giou_2: 0.3495 loss_ce_3: 0.3322 loss_bbox_3: 0.1794 loss_giou_3: 0.3419 loss_ce_4: 0.3267 loss_bbox_4: 0.1731 loss_giou_4: 0.3328 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:17] d2.utils.events INFO: eta: 20:29:01 iter: 186859 total_loss: 5.618 loss_ce: 0.2769 loss_bbox: 0.1761 loss_giou: 0.3216 loss_ce_0: 0.5017 loss_bbox_0: 0.3041 loss_giou_0: 0.4968 loss_ce_1: 0.3862 loss_bbox_1: 0.2076 loss_giou_1: 0.3708 loss_ce_2: 0.3176 loss_bbox_2: 0.1914 loss_giou_2: 0.3449 loss_ce_3: 0.2895 loss_bbox_3: 0.1812 loss_giou_3: 0.3404 loss_ce_4: 0.2767 loss_bbox_4: 0.1776 loss_giou_4: 0.3289 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:23] d2.utils.events INFO: eta: 20:28:49 iter: 186879 total_loss: 5.843 loss_ce: 0.2911 loss_bbox: 0.1772 loss_giou: 0.3464 loss_ce_0: 0.4982 loss_bbox_0: 0.3175 loss_giou_0: 0.5425 loss_ce_1: 0.3987 loss_bbox_1: 0.2098 loss_giou_1: 0.3936 loss_ce_2: 0.3424 loss_bbox_2: 0.1866 loss_giou_2: 0.3605 loss_ce_3: 0.3024 loss_bbox_3: 0.1775 loss_giou_3: 0.3574 loss_ce_4: 0.2852 loss_bbox_4: 0.1785 loss_giou_4: 0.3476 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:28] d2.utils.events INFO: eta: 20:28:50 iter: 186899 total_loss: 5.575 loss_ce: 0.2665 loss_bbox: 0.1857 loss_giou: 0.3424 loss_ce_0: 0.5019 loss_bbox_0: 0.3174 loss_giou_0: 0.5336 loss_ce_1: 0.3852 loss_bbox_1: 0.2147 loss_giou_1: 0.3854 loss_ce_2: 0.3097 loss_bbox_2: 0.1971 loss_giou_2: 0.3575 loss_ce_3: 0.2856 loss_bbox_3: 0.1915 loss_giou_3: 0.3469 loss_ce_4: 0.2727 loss_bbox_4: 0.1875 loss_giou_4: 0.3432 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:34] d2.utils.events INFO: eta: 20:28:23 iter: 186919 total_loss: 5.718 loss_ce: 0.3026 loss_bbox: 0.1776 loss_giou: 0.3324 loss_ce_0: 0.5116 loss_bbox_0: 0.3126 loss_giou_0: 0.5384 loss_ce_1: 0.4078 loss_bbox_1: 0.2202 loss_giou_1: 0.3822 loss_ce_2: 0.3411 loss_bbox_2: 0.1975 loss_giou_2: 0.3515 loss_ce_3: 0.3139 loss_bbox_3: 0.1876 loss_giou_3: 0.3417 loss_ce_4: 0.307 loss_bbox_4: 0.1839 loss_giou_4: 0.3352 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:40] d2.utils.events INFO: eta: 20:28:17 iter: 186939 total_loss: 5.722 loss_ce: 0.2798 loss_bbox: 0.186 loss_giou: 0.3452 loss_ce_0: 0.5146 loss_bbox_0: 0.3202 loss_giou_0: 0.5256 loss_ce_1: 0.4072 loss_bbox_1: 0.2303 loss_giou_1: 0.3941 loss_ce_2: 0.332 loss_bbox_2: 0.198 loss_giou_2: 0.372 loss_ce_3: 0.2948 loss_bbox_3: 0.1896 loss_giou_3: 0.3619 loss_ce_4: 0.2918 loss_bbox_4: 0.1871 loss_giou_4: 0.3493 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:45] d2.utils.events INFO: eta: 20:27:34 iter: 186959 total_loss: 5.795 loss_ce: 0.3016 loss_bbox: 0.1941 loss_giou: 0.3379 loss_ce_0: 0.5258 loss_bbox_0: 0.3244 loss_giou_0: 0.5319 loss_ce_1: 0.4114 loss_bbox_1: 0.2255 loss_giou_1: 0.395 loss_ce_2: 0.3564 loss_bbox_2: 0.2044 loss_giou_2: 0.3604 loss_ce_3: 0.32 loss_bbox_3: 0.1999 loss_giou_3: 0.3478 loss_ce_4: 0.3029 loss_bbox_4: 0.1968 loss_giou_4: 0.3412 time: 0.2801 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:51] d2.utils.events INFO: eta: 20:27:28 iter: 186979 total_loss: 5.628 loss_ce: 0.295 loss_bbox: 0.174 loss_giou: 0.3345 loss_ce_0: 0.4847 loss_bbox_0: 0.2991 loss_giou_0: 0.5104 loss_ce_1: 0.382 loss_bbox_1: 0.2022 loss_giou_1: 0.3793 loss_ce_2: 0.3234 loss_bbox_2: 0.1822 loss_giou_2: 0.3495 loss_ce_3: 0.2993 loss_bbox_3: 0.1797 loss_giou_3: 0.3377 loss_ce_4: 0.2947 loss_bbox_4: 0.1726 loss_giou_4: 0.3426 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 04:27:57] d2.utils.events INFO: eta: 20:28:00 iter: 186999 total_loss: 5.886 loss_ce: 0.3064 loss_bbox: 0.1898 loss_giou: 0.3437 loss_ce_0: 0.5183 loss_bbox_0: 0.3132 loss_giou_0: 0.5427 loss_ce_1: 0.416 loss_bbox_1: 0.2232 loss_giou_1: 0.3926 loss_ce_2: 0.3554 loss_bbox_2: 0.2059 loss_giou_2: 0.36 loss_ce_3: 0.3242 loss_bbox_3: 0.1956 loss_giou_3: 0.3481 loss_ce_4: 0.312 loss_bbox_4: 0.1862 loss_giou_4: 0.3471 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:02] d2.utils.events INFO: eta: 20:27:55 iter: 187019 total_loss: 5.674 loss_ce: 0.2902 loss_bbox: 0.1756 loss_giou: 0.3259 loss_ce_0: 0.5031 loss_bbox_0: 0.3232 loss_giou_0: 0.5259 loss_ce_1: 0.4044 loss_bbox_1: 0.2162 loss_giou_1: 0.3725 loss_ce_2: 0.3284 loss_bbox_2: 0.1972 loss_giou_2: 0.3421 loss_ce_3: 0.3064 loss_bbox_3: 0.1859 loss_giou_3: 0.3298 loss_ce_4: 0.2952 loss_bbox_4: 0.182 loss_giou_4: 0.3269 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:08] d2.utils.events INFO: eta: 20:27:32 iter: 187039 total_loss: 5.607 loss_ce: 0.2878 loss_bbox: 0.1818 loss_giou: 0.3158 loss_ce_0: 0.524 loss_bbox_0: 0.3048 loss_giou_0: 0.4927 loss_ce_1: 0.4028 loss_bbox_1: 0.2174 loss_giou_1: 0.3546 loss_ce_2: 0.3315 loss_bbox_2: 0.1963 loss_giou_2: 0.3306 loss_ce_3: 0.2959 loss_bbox_3: 0.1906 loss_giou_3: 0.3233 loss_ce_4: 0.2891 loss_bbox_4: 0.1846 loss_giou_4: 0.3138 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:14] d2.utils.events INFO: eta: 20:27:35 iter: 187059 total_loss: 5.491 loss_ce: 0.2857 loss_bbox: 0.1691 loss_giou: 0.3223 loss_ce_0: 0.4954 loss_bbox_0: 0.3032 loss_giou_0: 0.5051 loss_ce_1: 0.3942 loss_bbox_1: 0.2006 loss_giou_1: 0.3734 loss_ce_2: 0.3358 loss_bbox_2: 0.1775 loss_giou_2: 0.3372 loss_ce_3: 0.3035 loss_bbox_3: 0.1687 loss_giou_3: 0.3262 loss_ce_4: 0.2849 loss_bbox_4: 0.1667 loss_giou_4: 0.3219 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:19] d2.utils.events INFO: eta: 20:27:30 iter: 187079 total_loss: 5.523 loss_ce: 0.2806 loss_bbox: 0.179 loss_giou: 0.3312 loss_ce_0: 0.4854 loss_bbox_0: 0.3063 loss_giou_0: 0.5324 loss_ce_1: 0.3752 loss_bbox_1: 0.2019 loss_giou_1: 0.3707 loss_ce_2: 0.3164 loss_bbox_2: 0.1847 loss_giou_2: 0.3453 loss_ce_3: 0.2955 loss_bbox_3: 0.1832 loss_giou_3: 0.3374 loss_ce_4: 0.2837 loss_bbox_4: 0.1795 loss_giou_4: 0.3333 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:25] d2.utils.events INFO: eta: 20:27:15 iter: 187099 total_loss: 5.85 loss_ce: 0.3152 loss_bbox: 0.1799 loss_giou: 0.3419 loss_ce_0: 0.5069 loss_bbox_0: 0.3093 loss_giou_0: 0.5333 loss_ce_1: 0.406 loss_bbox_1: 0.2115 loss_giou_1: 0.392 loss_ce_2: 0.341 loss_bbox_2: 0.1896 loss_giou_2: 0.3618 loss_ce_3: 0.3196 loss_bbox_3: 0.1862 loss_giou_3: 0.3533 loss_ce_4: 0.3166 loss_bbox_4: 0.1823 loss_giou_4: 0.3432 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:31] d2.utils.events INFO: eta: 20:26:49 iter: 187119 total_loss: 5.436 loss_ce: 0.2983 loss_bbox: 0.1794 loss_giou: 0.3166 loss_ce_0: 0.4979 loss_bbox_0: 0.3111 loss_giou_0: 0.5259 loss_ce_1: 0.399 loss_bbox_1: 0.2167 loss_giou_1: 0.3682 loss_ce_2: 0.3372 loss_bbox_2: 0.1947 loss_giou_2: 0.3337 loss_ce_3: 0.3104 loss_bbox_3: 0.1836 loss_giou_3: 0.3255 loss_ce_4: 0.3008 loss_bbox_4: 0.1828 loss_giou_4: 0.317 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:36] d2.utils.events INFO: eta: 20:27:13 iter: 187139 total_loss: 5.68 loss_ce: 0.3026 loss_bbox: 0.1756 loss_giou: 0.3378 loss_ce_0: 0.5162 loss_bbox_0: 0.316 loss_giou_0: 0.5311 loss_ce_1: 0.4172 loss_bbox_1: 0.2083 loss_giou_1: 0.3874 loss_ce_2: 0.3432 loss_bbox_2: 0.1907 loss_giou_2: 0.3504 loss_ce_3: 0.3189 loss_bbox_3: 0.1858 loss_giou_3: 0.3513 loss_ce_4: 0.2984 loss_bbox_4: 0.1789 loss_giou_4: 0.3414 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:42] d2.utils.events INFO: eta: 20:27:09 iter: 187159 total_loss: 5.704 loss_ce: 0.2902 loss_bbox: 0.185 loss_giou: 0.3394 loss_ce_0: 0.4846 loss_bbox_0: 0.3087 loss_giou_0: 0.531 loss_ce_1: 0.3915 loss_bbox_1: 0.2247 loss_giou_1: 0.3885 loss_ce_2: 0.3244 loss_bbox_2: 0.1963 loss_giou_2: 0.3582 loss_ce_3: 0.2993 loss_bbox_3: 0.1865 loss_giou_3: 0.3486 loss_ce_4: 0.2912 loss_bbox_4: 0.1851 loss_giou_4: 0.3433 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:48] d2.utils.events INFO: eta: 20:27:04 iter: 187179 total_loss: 5.664 loss_ce: 0.2903 loss_bbox: 0.1835 loss_giou: 0.3285 loss_ce_0: 0.4865 loss_bbox_0: 0.3184 loss_giou_0: 0.4784 loss_ce_1: 0.3993 loss_bbox_1: 0.2215 loss_giou_1: 0.3702 loss_ce_2: 0.3323 loss_bbox_2: 0.1979 loss_giou_2: 0.3503 loss_ce_3: 0.3009 loss_bbox_3: 0.1904 loss_giou_3: 0.3444 loss_ce_4: 0.2914 loss_bbox_4: 0.1853 loss_giou_4: 0.3336 time: 0.2801 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:53] d2.utils.events INFO: eta: 20:26:52 iter: 187199 total_loss: 5.438 loss_ce: 0.2864 loss_bbox: 0.1761 loss_giou: 0.3274 loss_ce_0: 0.4956 loss_bbox_0: 0.312 loss_giou_0: 0.5144 loss_ce_1: 0.3782 loss_bbox_1: 0.2066 loss_giou_1: 0.3791 loss_ce_2: 0.3086 loss_bbox_2: 0.1827 loss_giou_2: 0.3491 loss_ce_3: 0.2928 loss_bbox_3: 0.1763 loss_giou_3: 0.3372 loss_ce_4: 0.2851 loss_bbox_4: 0.1787 loss_giou_4: 0.3348 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 04:28:59] d2.utils.events INFO: eta: 20:26:42 iter: 187219 total_loss: 5.624 loss_ce: 0.281 loss_bbox: 0.1776 loss_giou: 0.3154 loss_ce_0: 0.4968 loss_bbox_0: 0.3124 loss_giou_0: 0.5058 loss_ce_1: 0.3872 loss_bbox_1: 0.2071 loss_giou_1: 0.3742 loss_ce_2: 0.3138 loss_bbox_2: 0.1911 loss_giou_2: 0.3473 loss_ce_3: 0.2864 loss_bbox_3: 0.1826 loss_giou_3: 0.3268 loss_ce_4: 0.2756 loss_bbox_4: 0.177 loss_giou_4: 0.3192 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:05] d2.utils.events INFO: eta: 20:27:05 iter: 187239 total_loss: 5.872 loss_ce: 0.2944 loss_bbox: 0.1976 loss_giou: 0.3505 loss_ce_0: 0.5076 loss_bbox_0: 0.3393 loss_giou_0: 0.5554 loss_ce_1: 0.3997 loss_bbox_1: 0.2362 loss_giou_1: 0.3988 loss_ce_2: 0.3334 loss_bbox_2: 0.2082 loss_giou_2: 0.3626 loss_ce_3: 0.3015 loss_bbox_3: 0.2001 loss_giou_3: 0.3548 loss_ce_4: 0.2912 loss_bbox_4: 0.1974 loss_giou_4: 0.3516 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:10] d2.utils.events INFO: eta: 20:26:53 iter: 187259 total_loss: 5.635 loss_ce: 0.2899 loss_bbox: 0.1799 loss_giou: 0.3299 loss_ce_0: 0.4932 loss_bbox_0: 0.3154 loss_giou_0: 0.5137 loss_ce_1: 0.3924 loss_bbox_1: 0.2111 loss_giou_1: 0.3761 loss_ce_2: 0.3326 loss_bbox_2: 0.1961 loss_giou_2: 0.3418 loss_ce_3: 0.3132 loss_bbox_3: 0.1871 loss_giou_3: 0.3373 loss_ce_4: 0.2938 loss_bbox_4: 0.1815 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:16] d2.utils.events INFO: eta: 20:27:04 iter: 187279 total_loss: 5.759 loss_ce: 0.2892 loss_bbox: 0.1963 loss_giou: 0.3178 loss_ce_0: 0.5055 loss_bbox_0: 0.3211 loss_giou_0: 0.5121 loss_ce_1: 0.4139 loss_bbox_1: 0.2184 loss_giou_1: 0.3648 loss_ce_2: 0.3467 loss_bbox_2: 0.2092 loss_giou_2: 0.3286 loss_ce_3: 0.3054 loss_bbox_3: 0.1967 loss_giou_3: 0.3296 loss_ce_4: 0.2958 loss_bbox_4: 0.194 loss_giou_4: 0.3194 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:21] d2.utils.events INFO: eta: 20:27:08 iter: 187299 total_loss: 5.821 loss_ce: 0.2977 loss_bbox: 0.1909 loss_giou: 0.3332 loss_ce_0: 0.5097 loss_bbox_0: 0.3158 loss_giou_0: 0.5244 loss_ce_1: 0.4066 loss_bbox_1: 0.2226 loss_giou_1: 0.383 loss_ce_2: 0.3393 loss_bbox_2: 0.2051 loss_giou_2: 0.3439 loss_ce_3: 0.3171 loss_bbox_3: 0.1995 loss_giou_3: 0.3389 loss_ce_4: 0.2988 loss_bbox_4: 0.1832 loss_giou_4: 0.3359 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:27] d2.utils.events INFO: eta: 20:27:35 iter: 187319 total_loss: 5.682 loss_ce: 0.3011 loss_bbox: 0.1831 loss_giou: 0.3364 loss_ce_0: 0.4909 loss_bbox_0: 0.3052 loss_giou_0: 0.5259 loss_ce_1: 0.3986 loss_bbox_1: 0.2242 loss_giou_1: 0.3853 loss_ce_2: 0.3443 loss_bbox_2: 0.1942 loss_giou_2: 0.3502 loss_ce_3: 0.3083 loss_bbox_3: 0.195 loss_giou_3: 0.3396 loss_ce_4: 0.3019 loss_bbox_4: 0.1792 loss_giou_4: 0.3355 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:33] d2.utils.events INFO: eta: 20:27:13 iter: 187339 total_loss: 5.934 loss_ce: 0.3197 loss_bbox: 0.1919 loss_giou: 0.3576 loss_ce_0: 0.5073 loss_bbox_0: 0.3243 loss_giou_0: 0.5381 loss_ce_1: 0.4097 loss_bbox_1: 0.2254 loss_giou_1: 0.4098 loss_ce_2: 0.3572 loss_bbox_2: 0.2042 loss_giou_2: 0.3701 loss_ce_3: 0.3384 loss_bbox_3: 0.1941 loss_giou_3: 0.3656 loss_ce_4: 0.3183 loss_bbox_4: 0.195 loss_giou_4: 0.3611 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:38] d2.utils.events INFO: eta: 20:27:01 iter: 187359 total_loss: 5.563 loss_ce: 0.293 loss_bbox: 0.1764 loss_giou: 0.3055 loss_ce_0: 0.5118 loss_bbox_0: 0.3124 loss_giou_0: 0.4908 loss_ce_1: 0.3919 loss_bbox_1: 0.2075 loss_giou_1: 0.3485 loss_ce_2: 0.3261 loss_bbox_2: 0.1928 loss_giou_2: 0.3178 loss_ce_3: 0.2988 loss_bbox_3: 0.182 loss_giou_3: 0.316 loss_ce_4: 0.2915 loss_bbox_4: 0.1813 loss_giou_4: 0.3097 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:44] d2.utils.events INFO: eta: 20:26:50 iter: 187379 total_loss: 5.898 loss_ce: 0.3041 loss_bbox: 0.1851 loss_giou: 0.3425 loss_ce_0: 0.5043 loss_bbox_0: 0.3193 loss_giou_0: 0.5316 loss_ce_1: 0.4041 loss_bbox_1: 0.2194 loss_giou_1: 0.391 loss_ce_2: 0.3483 loss_bbox_2: 0.1985 loss_giou_2: 0.3594 loss_ce_3: 0.3156 loss_bbox_3: 0.1938 loss_giou_3: 0.3511 loss_ce_4: 0.3032 loss_bbox_4: 0.1878 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:50] d2.utils.events INFO: eta: 20:26:30 iter: 187399 total_loss: 6.098 loss_ce: 0.3072 loss_bbox: 0.2044 loss_giou: 0.3611 loss_ce_0: 0.5033 loss_bbox_0: 0.3301 loss_giou_0: 0.5287 loss_ce_1: 0.4125 loss_bbox_1: 0.238 loss_giou_1: 0.4097 loss_ce_2: 0.3466 loss_bbox_2: 0.2155 loss_giou_2: 0.3759 loss_ce_3: 0.314 loss_bbox_3: 0.2083 loss_giou_3: 0.3647 loss_ce_4: 0.3106 loss_bbox_4: 0.207 loss_giou_4: 0.3645 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:29:55] d2.utils.events INFO: eta: 20:26:51 iter: 187419 total_loss: 5.498 loss_ce: 0.2845 loss_bbox: 0.18 loss_giou: 0.3315 loss_ce_0: 0.4977 loss_bbox_0: 0.3104 loss_giou_0: 0.5364 loss_ce_1: 0.3943 loss_bbox_1: 0.2103 loss_giou_1: 0.3786 loss_ce_2: 0.3366 loss_bbox_2: 0.1933 loss_giou_2: 0.353 loss_ce_3: 0.3053 loss_bbox_3: 0.1855 loss_giou_3: 0.3436 loss_ce_4: 0.2941 loss_bbox_4: 0.1841 loss_giou_4: 0.3392 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:01] d2.utils.events INFO: eta: 20:26:17 iter: 187439 total_loss: 5.833 loss_ce: 0.3306 loss_bbox: 0.189 loss_giou: 0.347 loss_ce_0: 0.5156 loss_bbox_0: 0.3053 loss_giou_0: 0.5208 loss_ce_1: 0.4107 loss_bbox_1: 0.2227 loss_giou_1: 0.3786 loss_ce_2: 0.3519 loss_bbox_2: 0.1974 loss_giou_2: 0.357 loss_ce_3: 0.3377 loss_bbox_3: 0.1913 loss_giou_3: 0.345 loss_ce_4: 0.3323 loss_bbox_4: 0.1848 loss_giou_4: 0.3445 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:07] d2.utils.events INFO: eta: 20:26:08 iter: 187459 total_loss: 5.663 loss_ce: 0.2789 loss_bbox: 0.1801 loss_giou: 0.3485 loss_ce_0: 0.4943 loss_bbox_0: 0.3052 loss_giou_0: 0.5414 loss_ce_1: 0.3786 loss_bbox_1: 0.2067 loss_giou_1: 0.3999 loss_ce_2: 0.3156 loss_bbox_2: 0.1939 loss_giou_2: 0.3678 loss_ce_3: 0.2922 loss_bbox_3: 0.184 loss_giou_3: 0.3595 loss_ce_4: 0.2798 loss_bbox_4: 0.1822 loss_giou_4: 0.3508 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:12] d2.utils.events INFO: eta: 20:25:42 iter: 187479 total_loss: 5.689 loss_ce: 0.288 loss_bbox: 0.1791 loss_giou: 0.3202 loss_ce_0: 0.4827 loss_bbox_0: 0.3315 loss_giou_0: 0.4963 loss_ce_1: 0.3849 loss_bbox_1: 0.2244 loss_giou_1: 0.3691 loss_ce_2: 0.3285 loss_bbox_2: 0.1914 loss_giou_2: 0.3471 loss_ce_3: 0.3002 loss_bbox_3: 0.1866 loss_giou_3: 0.3339 loss_ce_4: 0.2932 loss_bbox_4: 0.1798 loss_giou_4: 0.3236 time: 0.2801 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:18] d2.utils.events INFO: eta: 20:25:28 iter: 187499 total_loss: 5.792 loss_ce: 0.3096 loss_bbox: 0.1817 loss_giou: 0.3419 loss_ce_0: 0.4919 loss_bbox_0: 0.3235 loss_giou_0: 0.5123 loss_ce_1: 0.4005 loss_bbox_1: 0.2237 loss_giou_1: 0.3872 loss_ce_2: 0.3469 loss_bbox_2: 0.2055 loss_giou_2: 0.3592 loss_ce_3: 0.3128 loss_bbox_3: 0.1978 loss_giou_3: 0.355 loss_ce_4: 0.304 loss_bbox_4: 0.19 loss_giou_4: 0.3457 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:24] d2.utils.events INFO: eta: 20:25:30 iter: 187519 total_loss: 5.672 loss_ce: 0.2934 loss_bbox: 0.1828 loss_giou: 0.352 loss_ce_0: 0.498 loss_bbox_0: 0.3125 loss_giou_0: 0.5373 loss_ce_1: 0.4035 loss_bbox_1: 0.2129 loss_giou_1: 0.3984 loss_ce_2: 0.3409 loss_bbox_2: 0.1957 loss_giou_2: 0.3713 loss_ce_3: 0.3106 loss_bbox_3: 0.1879 loss_giou_3: 0.3523 loss_ce_4: 0.2992 loss_bbox_4: 0.183 loss_giou_4: 0.3508 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:29] d2.utils.events INFO: eta: 20:25:39 iter: 187539 total_loss: 5.859 loss_ce: 0.2954 loss_bbox: 0.1871 loss_giou: 0.351 loss_ce_0: 0.513 loss_bbox_0: 0.3324 loss_giou_0: 0.5366 loss_ce_1: 0.3924 loss_bbox_1: 0.2196 loss_giou_1: 0.3966 loss_ce_2: 0.3298 loss_bbox_2: 0.2016 loss_giou_2: 0.3712 loss_ce_3: 0.3039 loss_bbox_3: 0.1951 loss_giou_3: 0.3626 loss_ce_4: 0.2879 loss_bbox_4: 0.1895 loss_giou_4: 0.3549 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:35] d2.utils.events INFO: eta: 20:25:30 iter: 187559 total_loss: 5.882 loss_ce: 0.3082 loss_bbox: 0.1895 loss_giou: 0.3267 loss_ce_0: 0.5102 loss_bbox_0: 0.3234 loss_giou_0: 0.5037 loss_ce_1: 0.4199 loss_bbox_1: 0.2295 loss_giou_1: 0.372 loss_ce_2: 0.3447 loss_bbox_2: 0.2073 loss_giou_2: 0.3485 loss_ce_3: 0.3127 loss_bbox_3: 0.1957 loss_giou_3: 0.3422 loss_ce_4: 0.3006 loss_bbox_4: 0.1963 loss_giou_4: 0.3346 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:41] d2.utils.events INFO: eta: 20:25:35 iter: 187579 total_loss: 5.924 loss_ce: 0.3102 loss_bbox: 0.1937 loss_giou: 0.3498 loss_ce_0: 0.5103 loss_bbox_0: 0.3272 loss_giou_0: 0.535 loss_ce_1: 0.3972 loss_bbox_1: 0.2163 loss_giou_1: 0.4029 loss_ce_2: 0.3367 loss_bbox_2: 0.2061 loss_giou_2: 0.37 loss_ce_3: 0.3184 loss_bbox_3: 0.2038 loss_giou_3: 0.3604 loss_ce_4: 0.3098 loss_bbox_4: 0.1982 loss_giou_4: 0.3534 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:46] d2.utils.events INFO: eta: 20:25:42 iter: 187599 total_loss: 5.818 loss_ce: 0.2836 loss_bbox: 0.1862 loss_giou: 0.3492 loss_ce_0: 0.5131 loss_bbox_0: 0.3163 loss_giou_0: 0.5344 loss_ce_1: 0.3848 loss_bbox_1: 0.2258 loss_giou_1: 0.3909 loss_ce_2: 0.3284 loss_bbox_2: 0.1972 loss_giou_2: 0.3615 loss_ce_3: 0.296 loss_bbox_3: 0.1928 loss_giou_3: 0.3526 loss_ce_4: 0.2924 loss_bbox_4: 0.1879 loss_giou_4: 0.3524 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:52] d2.utils.events INFO: eta: 20:25:24 iter: 187619 total_loss: 5.816 loss_ce: 0.3021 loss_bbox: 0.196 loss_giou: 0.3461 loss_ce_0: 0.5171 loss_bbox_0: 0.3084 loss_giou_0: 0.5171 loss_ce_1: 0.3897 loss_bbox_1: 0.2224 loss_giou_1: 0.3901 loss_ce_2: 0.3339 loss_bbox_2: 0.2045 loss_giou_2: 0.3633 loss_ce_3: 0.3135 loss_bbox_3: 0.2 loss_giou_3: 0.3553 loss_ce_4: 0.299 loss_bbox_4: 0.1975 loss_giou_4: 0.3514 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:30:58] d2.utils.events INFO: eta: 20:25:53 iter: 187639 total_loss: 6.035 loss_ce: 0.3262 loss_bbox: 0.1877 loss_giou: 0.3341 loss_ce_0: 0.5205 loss_bbox_0: 0.3234 loss_giou_0: 0.5368 loss_ce_1: 0.4153 loss_bbox_1: 0.2265 loss_giou_1: 0.3896 loss_ce_2: 0.357 loss_bbox_2: 0.2032 loss_giou_2: 0.3534 loss_ce_3: 0.3342 loss_bbox_3: 0.1948 loss_giou_3: 0.35 loss_ce_4: 0.3208 loss_bbox_4: 0.1898 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:03] d2.utils.events INFO: eta: 20:26:42 iter: 187659 total_loss: 6.037 loss_ce: 0.317 loss_bbox: 0.1842 loss_giou: 0.3618 loss_ce_0: 0.496 loss_bbox_0: 0.3149 loss_giou_0: 0.5587 loss_ce_1: 0.3934 loss_bbox_1: 0.229 loss_giou_1: 0.4081 loss_ce_2: 0.3581 loss_bbox_2: 0.2053 loss_giou_2: 0.3794 loss_ce_3: 0.3328 loss_bbox_3: 0.1909 loss_giou_3: 0.365 loss_ce_4: 0.3168 loss_bbox_4: 0.1856 loss_giou_4: 0.3649 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:09] d2.utils.events INFO: eta: 20:25:41 iter: 187679 total_loss: 5.941 loss_ce: 0.3092 loss_bbox: 0.1892 loss_giou: 0.3514 loss_ce_0: 0.5063 loss_bbox_0: 0.3124 loss_giou_0: 0.5207 loss_ce_1: 0.408 loss_bbox_1: 0.2265 loss_giou_1: 0.3892 loss_ce_2: 0.3432 loss_bbox_2: 0.2012 loss_giou_2: 0.3559 loss_ce_3: 0.313 loss_bbox_3: 0.194 loss_giou_3: 0.3486 loss_ce_4: 0.3077 loss_bbox_4: 0.1924 loss_giou_4: 0.352 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:15] d2.utils.events INFO: eta: 20:25:14 iter: 187699 total_loss: 5.911 loss_ce: 0.2987 loss_bbox: 0.1911 loss_giou: 0.3485 loss_ce_0: 0.5086 loss_bbox_0: 0.3328 loss_giou_0: 0.5362 loss_ce_1: 0.4143 loss_bbox_1: 0.2254 loss_giou_1: 0.3979 loss_ce_2: 0.3529 loss_bbox_2: 0.2084 loss_giou_2: 0.3653 loss_ce_3: 0.312 loss_bbox_3: 0.1973 loss_giou_3: 0.3637 loss_ce_4: 0.302 loss_bbox_4: 0.1932 loss_giou_4: 0.3579 time: 0.2801 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:20] d2.utils.events INFO: eta: 20:24:34 iter: 187719 total_loss: 5.64 loss_ce: 0.3031 loss_bbox: 0.1821 loss_giou: 0.3137 loss_ce_0: 0.5267 loss_bbox_0: 0.3088 loss_giou_0: 0.5041 loss_ce_1: 0.4103 loss_bbox_1: 0.2126 loss_giou_1: 0.3569 loss_ce_2: 0.3455 loss_bbox_2: 0.1937 loss_giou_2: 0.3277 loss_ce_3: 0.3118 loss_bbox_3: 0.1893 loss_giou_3: 0.322 loss_ce_4: 0.3002 loss_bbox_4: 0.1858 loss_giou_4: 0.318 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:26] d2.utils.events INFO: eta: 20:24:15 iter: 187739 total_loss: 5.585 loss_ce: 0.2737 loss_bbox: 0.1835 loss_giou: 0.3298 loss_ce_0: 0.4996 loss_bbox_0: 0.3116 loss_giou_0: 0.5068 loss_ce_1: 0.3898 loss_bbox_1: 0.2197 loss_giou_1: 0.3678 loss_ce_2: 0.3302 loss_bbox_2: 0.1958 loss_giou_2: 0.3363 loss_ce_3: 0.2924 loss_bbox_3: 0.1907 loss_giou_3: 0.3389 loss_ce_4: 0.2779 loss_bbox_4: 0.1862 loss_giou_4: 0.3306 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:32] d2.utils.events INFO: eta: 20:24:15 iter: 187759 total_loss: 5.867 loss_ce: 0.3036 loss_bbox: 0.1879 loss_giou: 0.3442 loss_ce_0: 0.4953 loss_bbox_0: 0.3192 loss_giou_0: 0.5135 loss_ce_1: 0.4 loss_bbox_1: 0.2132 loss_giou_1: 0.3857 loss_ce_2: 0.3454 loss_bbox_2: 0.1958 loss_giou_2: 0.3637 loss_ce_3: 0.3098 loss_bbox_3: 0.1914 loss_giou_3: 0.355 loss_ce_4: 0.3044 loss_bbox_4: 0.1878 loss_giou_4: 0.345 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:37] d2.utils.events INFO: eta: 20:24:34 iter: 187779 total_loss: 6.059 loss_ce: 0.3266 loss_bbox: 0.197 loss_giou: 0.3493 loss_ce_0: 0.526 loss_bbox_0: 0.3278 loss_giou_0: 0.5354 loss_ce_1: 0.4136 loss_bbox_1: 0.2319 loss_giou_1: 0.402 loss_ce_2: 0.3668 loss_bbox_2: 0.2174 loss_giou_2: 0.372 loss_ce_3: 0.3325 loss_bbox_3: 0.208 loss_giou_3: 0.361 loss_ce_4: 0.3312 loss_bbox_4: 0.2031 loss_giou_4: 0.3526 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:43] d2.utils.events INFO: eta: 20:24:23 iter: 187799 total_loss: 5.576 loss_ce: 0.3067 loss_bbox: 0.1725 loss_giou: 0.3301 loss_ce_0: 0.5124 loss_bbox_0: 0.3041 loss_giou_0: 0.5375 loss_ce_1: 0.411 loss_bbox_1: 0.2118 loss_giou_1: 0.3813 loss_ce_2: 0.3481 loss_bbox_2: 0.1884 loss_giou_2: 0.358 loss_ce_3: 0.3149 loss_bbox_3: 0.1779 loss_giou_3: 0.3409 loss_ce_4: 0.305 loss_bbox_4: 0.175 loss_giou_4: 0.333 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:49] d2.utils.events INFO: eta: 20:24:22 iter: 187819 total_loss: 5.673 loss_ce: 0.2815 loss_bbox: 0.1816 loss_giou: 0.3454 loss_ce_0: 0.4857 loss_bbox_0: 0.3138 loss_giou_0: 0.5229 loss_ce_1: 0.3823 loss_bbox_1: 0.2114 loss_giou_1: 0.3847 loss_ce_2: 0.3128 loss_bbox_2: 0.1935 loss_giou_2: 0.3578 loss_ce_3: 0.2944 loss_bbox_3: 0.1843 loss_giou_3: 0.3606 loss_ce_4: 0.2762 loss_bbox_4: 0.1819 loss_giou_4: 0.3508 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:31:54] d2.utils.events INFO: eta: 20:24:18 iter: 187839 total_loss: 5.739 loss_ce: 0.2944 loss_bbox: 0.1799 loss_giou: 0.3289 loss_ce_0: 0.4854 loss_bbox_0: 0.3036 loss_giou_0: 0.4797 loss_ce_1: 0.3944 loss_bbox_1: 0.2162 loss_giou_1: 0.3721 loss_ce_2: 0.322 loss_bbox_2: 0.1924 loss_giou_2: 0.3536 loss_ce_3: 0.3156 loss_bbox_3: 0.1859 loss_giou_3: 0.3374 loss_ce_4: 0.3053 loss_bbox_4: 0.1837 loss_giou_4: 0.3248 time: 0.2801 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:00] d2.utils.events INFO: eta: 20:24:20 iter: 187859 total_loss: 5.984 loss_ce: 0.3162 loss_bbox: 0.1903 loss_giou: 0.3418 loss_ce_0: 0.5077 loss_bbox_0: 0.3323 loss_giou_0: 0.5399 loss_ce_1: 0.4087 loss_bbox_1: 0.2307 loss_giou_1: 0.3961 loss_ce_2: 0.3606 loss_bbox_2: 0.2067 loss_giou_2: 0.3616 loss_ce_3: 0.3194 loss_bbox_3: 0.1997 loss_giou_3: 0.3513 loss_ce_4: 0.3145 loss_bbox_4: 0.1946 loss_giou_4: 0.3467 time: 0.2801 data_time: 0.0175 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:06] d2.utils.events INFO: eta: 20:24:45 iter: 187879 total_loss: 5.697 loss_ce: 0.2849 loss_bbox: 0.1841 loss_giou: 0.327 loss_ce_0: 0.5005 loss_bbox_0: 0.3081 loss_giou_0: 0.5002 loss_ce_1: 0.3923 loss_bbox_1: 0.2167 loss_giou_1: 0.3765 loss_ce_2: 0.3273 loss_bbox_2: 0.1971 loss_giou_2: 0.3498 loss_ce_3: 0.3026 loss_bbox_3: 0.1904 loss_giou_3: 0.3363 loss_ce_4: 0.2832 loss_bbox_4: 0.189 loss_giou_4: 0.3302 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:11] d2.utils.events INFO: eta: 20:24:19 iter: 187899 total_loss: 5.971 loss_ce: 0.2917 loss_bbox: 0.1833 loss_giou: 0.3387 loss_ce_0: 0.5145 loss_bbox_0: 0.3185 loss_giou_0: 0.5336 loss_ce_1: 0.3885 loss_bbox_1: 0.2215 loss_giou_1: 0.3906 loss_ce_2: 0.3409 loss_bbox_2: 0.1957 loss_giou_2: 0.3514 loss_ce_3: 0.3072 loss_bbox_3: 0.1889 loss_giou_3: 0.339 loss_ce_4: 0.3001 loss_bbox_4: 0.1849 loss_giou_4: 0.3421 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:17] d2.utils.events INFO: eta: 20:24:36 iter: 187919 total_loss: 5.778 loss_ce: 0.2923 loss_bbox: 0.1885 loss_giou: 0.3558 loss_ce_0: 0.4937 loss_bbox_0: 0.3186 loss_giou_0: 0.5415 loss_ce_1: 0.3993 loss_bbox_1: 0.2285 loss_giou_1: 0.4125 loss_ce_2: 0.3337 loss_bbox_2: 0.2068 loss_giou_2: 0.3797 loss_ce_3: 0.3073 loss_bbox_3: 0.1974 loss_giou_3: 0.3719 loss_ce_4: 0.2984 loss_bbox_4: 0.1922 loss_giou_4: 0.3596 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:23] d2.utils.events INFO: eta: 20:24:35 iter: 187939 total_loss: 5.885 loss_ce: 0.3012 loss_bbox: 0.1868 loss_giou: 0.3485 loss_ce_0: 0.508 loss_bbox_0: 0.3142 loss_giou_0: 0.5293 loss_ce_1: 0.3973 loss_bbox_1: 0.2214 loss_giou_1: 0.4 loss_ce_2: 0.3402 loss_bbox_2: 0.2011 loss_giou_2: 0.3699 loss_ce_3: 0.3142 loss_bbox_3: 0.1926 loss_giou_3: 0.3586 loss_ce_4: 0.2995 loss_bbox_4: 0.1877 loss_giou_4: 0.3502 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:28] d2.utils.events INFO: eta: 20:25:44 iter: 187959 total_loss: 5.445 loss_ce: 0.2807 loss_bbox: 0.1725 loss_giou: 0.3277 loss_ce_0: 0.502 loss_bbox_0: 0.2993 loss_giou_0: 0.5025 loss_ce_1: 0.3821 loss_bbox_1: 0.2012 loss_giou_1: 0.3819 loss_ce_2: 0.3295 loss_bbox_2: 0.1832 loss_giou_2: 0.3454 loss_ce_3: 0.2897 loss_bbox_3: 0.1756 loss_giou_3: 0.3355 loss_ce_4: 0.2811 loss_bbox_4: 0.171 loss_giou_4: 0.3303 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:34] d2.utils.events INFO: eta: 20:25:56 iter: 187979 total_loss: 5.828 loss_ce: 0.3046 loss_bbox: 0.1827 loss_giou: 0.3276 loss_ce_0: 0.5022 loss_bbox_0: 0.3184 loss_giou_0: 0.5236 loss_ce_1: 0.407 loss_bbox_1: 0.2259 loss_giou_1: 0.3882 loss_ce_2: 0.3534 loss_bbox_2: 0.2026 loss_giou_2: 0.3589 loss_ce_3: 0.32 loss_bbox_3: 0.1888 loss_giou_3: 0.3411 loss_ce_4: 0.3067 loss_bbox_4: 0.1867 loss_giou_4: 0.3294 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:40] d2.utils.events INFO: eta: 20:25:36 iter: 187999 total_loss: 5.608 loss_ce: 0.2908 loss_bbox: 0.2085 loss_giou: 0.3322 loss_ce_0: 0.4905 loss_bbox_0: 0.3191 loss_giou_0: 0.4951 loss_ce_1: 0.3854 loss_bbox_1: 0.2295 loss_giou_1: 0.3823 loss_ce_2: 0.3297 loss_bbox_2: 0.2161 loss_giou_2: 0.3453 loss_ce_3: 0.3015 loss_bbox_3: 0.2143 loss_giou_3: 0.3381 loss_ce_4: 0.2916 loss_bbox_4: 0.2118 loss_giou_4: 0.3367 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:45] d2.utils.events INFO: eta: 20:25:03 iter: 188019 total_loss: 5.752 loss_ce: 0.3033 loss_bbox: 0.1875 loss_giou: 0.349 loss_ce_0: 0.4946 loss_bbox_0: 0.3201 loss_giou_0: 0.5494 loss_ce_1: 0.411 loss_bbox_1: 0.2268 loss_giou_1: 0.3961 loss_ce_2: 0.3423 loss_bbox_2: 0.2049 loss_giou_2: 0.3624 loss_ce_3: 0.3107 loss_bbox_3: 0.1998 loss_giou_3: 0.3544 loss_ce_4: 0.3017 loss_bbox_4: 0.1924 loss_giou_4: 0.3474 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:51] d2.utils.events INFO: eta: 20:25:39 iter: 188039 total_loss: 6.049 loss_ce: 0.3077 loss_bbox: 0.1903 loss_giou: 0.3525 loss_ce_0: 0.5068 loss_bbox_0: 0.3175 loss_giou_0: 0.5305 loss_ce_1: 0.3958 loss_bbox_1: 0.2259 loss_giou_1: 0.4031 loss_ce_2: 0.341 loss_bbox_2: 0.2076 loss_giou_2: 0.3677 loss_ce_3: 0.3181 loss_bbox_3: 0.1925 loss_giou_3: 0.3571 loss_ce_4: 0.3183 loss_bbox_4: 0.1859 loss_giou_4: 0.3506 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:32:57] d2.utils.events INFO: eta: 20:25:24 iter: 188059 total_loss: 5.698 loss_ce: 0.2916 loss_bbox: 0.1723 loss_giou: 0.3463 loss_ce_0: 0.4908 loss_bbox_0: 0.298 loss_giou_0: 0.5449 loss_ce_1: 0.3901 loss_bbox_1: 0.2029 loss_giou_1: 0.408 loss_ce_2: 0.3263 loss_bbox_2: 0.189 loss_giou_2: 0.3752 loss_ce_3: 0.3037 loss_bbox_3: 0.1851 loss_giou_3: 0.3653 loss_ce_4: 0.2915 loss_bbox_4: 0.174 loss_giou_4: 0.3537 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:02] d2.utils.events INFO: eta: 20:25:16 iter: 188079 total_loss: 5.744 loss_ce: 0.2805 loss_bbox: 0.1686 loss_giou: 0.3424 loss_ce_0: 0.4937 loss_bbox_0: 0.3045 loss_giou_0: 0.5203 loss_ce_1: 0.394 loss_bbox_1: 0.2035 loss_giou_1: 0.3891 loss_ce_2: 0.3296 loss_bbox_2: 0.181 loss_giou_2: 0.3549 loss_ce_3: 0.2984 loss_bbox_3: 0.1743 loss_giou_3: 0.3474 loss_ce_4: 0.2947 loss_bbox_4: 0.17 loss_giou_4: 0.3481 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:08] d2.utils.events INFO: eta: 20:25:05 iter: 188099 total_loss: 5.738 loss_ce: 0.2978 loss_bbox: 0.1884 loss_giou: 0.3429 loss_ce_0: 0.4973 loss_bbox_0: 0.3254 loss_giou_0: 0.5211 loss_ce_1: 0.4028 loss_bbox_1: 0.2171 loss_giou_1: 0.3921 loss_ce_2: 0.3467 loss_bbox_2: 0.2012 loss_giou_2: 0.3656 loss_ce_3: 0.3155 loss_bbox_3: 0.1934 loss_giou_3: 0.3519 loss_ce_4: 0.2954 loss_bbox_4: 0.1897 loss_giou_4: 0.3433 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:14] d2.utils.events INFO: eta: 20:25:05 iter: 188119 total_loss: 6.099 loss_ce: 0.3228 loss_bbox: 0.205 loss_giou: 0.3633 loss_ce_0: 0.5152 loss_bbox_0: 0.3446 loss_giou_0: 0.5397 loss_ce_1: 0.412 loss_bbox_1: 0.2402 loss_giou_1: 0.4016 loss_ce_2: 0.3508 loss_bbox_2: 0.218 loss_giou_2: 0.3763 loss_ce_3: 0.3298 loss_bbox_3: 0.2078 loss_giou_3: 0.3681 loss_ce_4: 0.3217 loss_bbox_4: 0.208 loss_giou_4: 0.3662 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:19] d2.utils.events INFO: eta: 20:25:02 iter: 188139 total_loss: 6.027 loss_ce: 0.2901 loss_bbox: 0.1973 loss_giou: 0.3723 loss_ce_0: 0.4947 loss_bbox_0: 0.3157 loss_giou_0: 0.5379 loss_ce_1: 0.3999 loss_bbox_1: 0.218 loss_giou_1: 0.4141 loss_ce_2: 0.3319 loss_bbox_2: 0.202 loss_giou_2: 0.386 loss_ce_3: 0.3085 loss_bbox_3: 0.1958 loss_giou_3: 0.3754 loss_ce_4: 0.3055 loss_bbox_4: 0.1916 loss_giou_4: 0.3699 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:25] d2.utils.events INFO: eta: 20:25:06 iter: 188159 total_loss: 5.985 loss_ce: 0.328 loss_bbox: 0.1858 loss_giou: 0.357 loss_ce_0: 0.5323 loss_bbox_0: 0.3367 loss_giou_0: 0.566 loss_ce_1: 0.4224 loss_bbox_1: 0.2242 loss_giou_1: 0.4064 loss_ce_2: 0.3629 loss_bbox_2: 0.2016 loss_giou_2: 0.3816 loss_ce_3: 0.3344 loss_bbox_3: 0.1911 loss_giou_3: 0.3606 loss_ce_4: 0.3213 loss_bbox_4: 0.1861 loss_giou_4: 0.3513 time: 0.2801 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:31] d2.utils.events INFO: eta: 20:24:51 iter: 188179 total_loss: 5.429 loss_ce: 0.2935 loss_bbox: 0.1714 loss_giou: 0.3314 loss_ce_0: 0.4891 loss_bbox_0: 0.2925 loss_giou_0: 0.4998 loss_ce_1: 0.3849 loss_bbox_1: 0.1986 loss_giou_1: 0.3685 loss_ce_2: 0.3269 loss_bbox_2: 0.1767 loss_giou_2: 0.3477 loss_ce_3: 0.2988 loss_bbox_3: 0.174 loss_giou_3: 0.3434 loss_ce_4: 0.2922 loss_bbox_4: 0.1716 loss_giou_4: 0.3349 time: 0.2801 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:36] d2.utils.events INFO: eta: 20:25:04 iter: 188199 total_loss: 5.942 loss_ce: 0.2925 loss_bbox: 0.1821 loss_giou: 0.3287 loss_ce_0: 0.5025 loss_bbox_0: 0.3255 loss_giou_0: 0.5264 loss_ce_1: 0.4041 loss_bbox_1: 0.2219 loss_giou_1: 0.3797 loss_ce_2: 0.341 loss_bbox_2: 0.1927 loss_giou_2: 0.3463 loss_ce_3: 0.307 loss_bbox_3: 0.1903 loss_giou_3: 0.3365 loss_ce_4: 0.2947 loss_bbox_4: 0.1845 loss_giou_4: 0.3337 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:42] d2.utils.events INFO: eta: 20:24:49 iter: 188219 total_loss: 5.763 loss_ce: 0.301 loss_bbox: 0.1828 loss_giou: 0.3294 loss_ce_0: 0.5093 loss_bbox_0: 0.3112 loss_giou_0: 0.4977 loss_ce_1: 0.4008 loss_bbox_1: 0.2179 loss_giou_1: 0.3694 loss_ce_2: 0.3379 loss_bbox_2: 0.1974 loss_giou_2: 0.3455 loss_ce_3: 0.3138 loss_bbox_3: 0.1875 loss_giou_3: 0.3313 loss_ce_4: 0.3046 loss_bbox_4: 0.1854 loss_giou_4: 0.3305 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:48] d2.utils.events INFO: eta: 20:24:31 iter: 188239 total_loss: 5.797 loss_ce: 0.2937 loss_bbox: 0.1722 loss_giou: 0.3311 loss_ce_0: 0.507 loss_bbox_0: 0.306 loss_giou_0: 0.5124 loss_ce_1: 0.3982 loss_bbox_1: 0.2069 loss_giou_1: 0.3765 loss_ce_2: 0.3377 loss_bbox_2: 0.1829 loss_giou_2: 0.3463 loss_ce_3: 0.3013 loss_bbox_3: 0.1786 loss_giou_3: 0.3372 loss_ce_4: 0.2966 loss_bbox_4: 0.1738 loss_giou_4: 0.3345 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:53] d2.utils.events INFO: eta: 20:24:47 iter: 188259 total_loss: 5.79 loss_ce: 0.2902 loss_bbox: 0.1843 loss_giou: 0.3286 loss_ce_0: 0.4978 loss_bbox_0: 0.3216 loss_giou_0: 0.5173 loss_ce_1: 0.3922 loss_bbox_1: 0.2208 loss_giou_1: 0.3782 loss_ce_2: 0.3371 loss_bbox_2: 0.198 loss_giou_2: 0.3482 loss_ce_3: 0.3072 loss_bbox_3: 0.1899 loss_giou_3: 0.3382 loss_ce_4: 0.3013 loss_bbox_4: 0.1857 loss_giou_4: 0.3331 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:33:59] d2.utils.events INFO: eta: 20:24:32 iter: 188279 total_loss: 5.696 loss_ce: 0.3012 loss_bbox: 0.1861 loss_giou: 0.344 loss_ce_0: 0.5127 loss_bbox_0: 0.3187 loss_giou_0: 0.515 loss_ce_1: 0.4 loss_bbox_1: 0.208 loss_giou_1: 0.3883 loss_ce_2: 0.3343 loss_bbox_2: 0.1883 loss_giou_2: 0.3592 loss_ce_3: 0.3109 loss_bbox_3: 0.1882 loss_giou_3: 0.3515 loss_ce_4: 0.2947 loss_bbox_4: 0.1867 loss_giou_4: 0.3448 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:05] d2.utils.events INFO: eta: 20:24:26 iter: 188299 total_loss: 6.015 loss_ce: 0.3085 loss_bbox: 0.1889 loss_giou: 0.3545 loss_ce_0: 0.5295 loss_bbox_0: 0.3261 loss_giou_0: 0.5521 loss_ce_1: 0.4134 loss_bbox_1: 0.2235 loss_giou_1: 0.4146 loss_ce_2: 0.3493 loss_bbox_2: 0.202 loss_giou_2: 0.3758 loss_ce_3: 0.3226 loss_bbox_3: 0.1952 loss_giou_3: 0.3642 loss_ce_4: 0.3032 loss_bbox_4: 0.1914 loss_giou_4: 0.3586 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:10] d2.utils.events INFO: eta: 20:24:05 iter: 188319 total_loss: 5.857 loss_ce: 0.3093 loss_bbox: 0.1963 loss_giou: 0.3276 loss_ce_0: 0.5141 loss_bbox_0: 0.3253 loss_giou_0: 0.5085 loss_ce_1: 0.4237 loss_bbox_1: 0.2317 loss_giou_1: 0.3804 loss_ce_2: 0.35 loss_bbox_2: 0.2071 loss_giou_2: 0.3477 loss_ce_3: 0.3231 loss_bbox_3: 0.2024 loss_giou_3: 0.3369 loss_ce_4: 0.3112 loss_bbox_4: 0.197 loss_giou_4: 0.3305 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:16] d2.utils.events INFO: eta: 20:24:25 iter: 188339 total_loss: 6.088 loss_ce: 0.3107 loss_bbox: 0.1851 loss_giou: 0.3714 loss_ce_0: 0.5198 loss_bbox_0: 0.3168 loss_giou_0: 0.555 loss_ce_1: 0.4156 loss_bbox_1: 0.2247 loss_giou_1: 0.405 loss_ce_2: 0.3501 loss_bbox_2: 0.2042 loss_giou_2: 0.3871 loss_ce_3: 0.3273 loss_bbox_3: 0.1931 loss_giou_3: 0.3789 loss_ce_4: 0.3139 loss_bbox_4: 0.1879 loss_giou_4: 0.3726 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:22] d2.utils.events INFO: eta: 20:24:35 iter: 188359 total_loss: 5.781 loss_ce: 0.3112 loss_bbox: 0.1847 loss_giou: 0.3289 loss_ce_0: 0.5062 loss_bbox_0: 0.3108 loss_giou_0: 0.5186 loss_ce_1: 0.4048 loss_bbox_1: 0.2115 loss_giou_1: 0.3736 loss_ce_2: 0.3533 loss_bbox_2: 0.1896 loss_giou_2: 0.3405 loss_ce_3: 0.3174 loss_bbox_3: 0.1955 loss_giou_3: 0.3372 loss_ce_4: 0.3115 loss_bbox_4: 0.1874 loss_giou_4: 0.3287 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:27] d2.utils.events INFO: eta: 20:24:42 iter: 188379 total_loss: 5.551 loss_ce: 0.2891 loss_bbox: 0.1768 loss_giou: 0.3256 loss_ce_0: 0.491 loss_bbox_0: 0.3124 loss_giou_0: 0.5163 loss_ce_1: 0.3863 loss_bbox_1: 0.2101 loss_giou_1: 0.3704 loss_ce_2: 0.3321 loss_bbox_2: 0.1873 loss_giou_2: 0.3404 loss_ce_3: 0.3019 loss_bbox_3: 0.1823 loss_giou_3: 0.3296 loss_ce_4: 0.2932 loss_bbox_4: 0.179 loss_giou_4: 0.3278 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:33] d2.utils.events INFO: eta: 20:24:49 iter: 188399 total_loss: 5.941 loss_ce: 0.3046 loss_bbox: 0.1928 loss_giou: 0.3299 loss_ce_0: 0.5065 loss_bbox_0: 0.3227 loss_giou_0: 0.525 loss_ce_1: 0.405 loss_bbox_1: 0.2305 loss_giou_1: 0.3799 loss_ce_2: 0.3358 loss_bbox_2: 0.2114 loss_giou_2: 0.3523 loss_ce_3: 0.3226 loss_bbox_3: 0.2021 loss_giou_3: 0.3324 loss_ce_4: 0.3111 loss_bbox_4: 0.1968 loss_giou_4: 0.3317 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:39] d2.utils.events INFO: eta: 20:24:43 iter: 188419 total_loss: 5.605 loss_ce: 0.2729 loss_bbox: 0.1869 loss_giou: 0.3398 loss_ce_0: 0.4891 loss_bbox_0: 0.3176 loss_giou_0: 0.5107 loss_ce_1: 0.3827 loss_bbox_1: 0.2228 loss_giou_1: 0.3841 loss_ce_2: 0.3152 loss_bbox_2: 0.1931 loss_giou_2: 0.3563 loss_ce_3: 0.2913 loss_bbox_3: 0.1867 loss_giou_3: 0.3469 loss_ce_4: 0.2735 loss_bbox_4: 0.1849 loss_giou_4: 0.3406 time: 0.2801 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:44] d2.utils.events INFO: eta: 20:24:37 iter: 188439 total_loss: 5.835 loss_ce: 0.3071 loss_bbox: 0.1894 loss_giou: 0.3417 loss_ce_0: 0.4988 loss_bbox_0: 0.3215 loss_giou_0: 0.5255 loss_ce_1: 0.4024 loss_bbox_1: 0.2273 loss_giou_1: 0.3786 loss_ce_2: 0.3452 loss_bbox_2: 0.2071 loss_giou_2: 0.3518 loss_ce_3: 0.316 loss_bbox_3: 0.1963 loss_giou_3: 0.3388 loss_ce_4: 0.3059 loss_bbox_4: 0.1918 loss_giou_4: 0.3404 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:50] d2.utils.events INFO: eta: 20:24:43 iter: 188459 total_loss: 5.811 loss_ce: 0.3035 loss_bbox: 0.1729 loss_giou: 0.3523 loss_ce_0: 0.5072 loss_bbox_0: 0.3098 loss_giou_0: 0.5366 loss_ce_1: 0.4077 loss_bbox_1: 0.2114 loss_giou_1: 0.4045 loss_ce_2: 0.3462 loss_bbox_2: 0.1871 loss_giou_2: 0.3688 loss_ce_3: 0.3189 loss_bbox_3: 0.1821 loss_giou_3: 0.3585 loss_ce_4: 0.3065 loss_bbox_4: 0.1752 loss_giou_4: 0.3559 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 04:34:56] d2.utils.events INFO: eta: 20:25:01 iter: 188479 total_loss: 5.847 loss_ce: 0.2867 loss_bbox: 0.1914 loss_giou: 0.3403 loss_ce_0: 0.4948 loss_bbox_0: 0.3238 loss_giou_0: 0.5209 loss_ce_1: 0.4013 loss_bbox_1: 0.2259 loss_giou_1: 0.3812 loss_ce_2: 0.3395 loss_bbox_2: 0.1973 loss_giou_2: 0.3564 loss_ce_3: 0.3074 loss_bbox_3: 0.1917 loss_giou_3: 0.3453 loss_ce_4: 0.2897 loss_bbox_4: 0.1937 loss_giou_4: 0.3447 time: 0.2801 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:01] d2.utils.events INFO: eta: 20:24:55 iter: 188499 total_loss: 5.574 loss_ce: 0.2818 loss_bbox: 0.1771 loss_giou: 0.3491 loss_ce_0: 0.4944 loss_bbox_0: 0.2989 loss_giou_0: 0.5253 loss_ce_1: 0.3851 loss_bbox_1: 0.2157 loss_giou_1: 0.3993 loss_ce_2: 0.3204 loss_bbox_2: 0.1926 loss_giou_2: 0.3556 loss_ce_3: 0.288 loss_bbox_3: 0.185 loss_giou_3: 0.3523 loss_ce_4: 0.2849 loss_bbox_4: 0.1869 loss_giou_4: 0.3499 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:07] d2.utils.events INFO: eta: 20:24:50 iter: 188519 total_loss: 5.837 loss_ce: 0.3173 loss_bbox: 0.1807 loss_giou: 0.3523 loss_ce_0: 0.5039 loss_bbox_0: 0.3162 loss_giou_0: 0.5482 loss_ce_1: 0.4066 loss_bbox_1: 0.2145 loss_giou_1: 0.3949 loss_ce_2: 0.3365 loss_bbox_2: 0.1995 loss_giou_2: 0.3751 loss_ce_3: 0.3231 loss_bbox_3: 0.1884 loss_giou_3: 0.3567 loss_ce_4: 0.3217 loss_bbox_4: 0.1851 loss_giou_4: 0.3515 time: 0.2801 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:13] d2.utils.events INFO: eta: 20:24:35 iter: 188539 total_loss: 5.674 loss_ce: 0.2924 loss_bbox: 0.1808 loss_giou: 0.3438 loss_ce_0: 0.4965 loss_bbox_0: 0.3074 loss_giou_0: 0.523 loss_ce_1: 0.3979 loss_bbox_1: 0.2084 loss_giou_1: 0.3822 loss_ce_2: 0.3347 loss_bbox_2: 0.1894 loss_giou_2: 0.352 loss_ce_3: 0.3048 loss_bbox_3: 0.1817 loss_giou_3: 0.3428 loss_ce_4: 0.2935 loss_bbox_4: 0.1813 loss_giou_4: 0.3454 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:18] d2.utils.events INFO: eta: 20:24:37 iter: 188559 total_loss: 5.68 loss_ce: 0.291 loss_bbox: 0.1801 loss_giou: 0.3508 loss_ce_0: 0.4812 loss_bbox_0: 0.3044 loss_giou_0: 0.5388 loss_ce_1: 0.386 loss_bbox_1: 0.2054 loss_giou_1: 0.3919 loss_ce_2: 0.3264 loss_bbox_2: 0.194 loss_giou_2: 0.3622 loss_ce_3: 0.3047 loss_bbox_3: 0.1832 loss_giou_3: 0.3544 loss_ce_4: 0.2944 loss_bbox_4: 0.1821 loss_giou_4: 0.3521 time: 0.2801 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:24] d2.utils.events INFO: eta: 20:24:24 iter: 188579 total_loss: 5.881 loss_ce: 0.2855 loss_bbox: 0.1965 loss_giou: 0.3399 loss_ce_0: 0.4932 loss_bbox_0: 0.3143 loss_giou_0: 0.5171 loss_ce_1: 0.3872 loss_bbox_1: 0.2215 loss_giou_1: 0.3886 loss_ce_2: 0.3326 loss_bbox_2: 0.2065 loss_giou_2: 0.3548 loss_ce_3: 0.3078 loss_bbox_3: 0.2026 loss_giou_3: 0.3474 loss_ce_4: 0.2921 loss_bbox_4: 0.197 loss_giou_4: 0.341 time: 0.2801 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:30] d2.utils.events INFO: eta: 20:24:18 iter: 188599 total_loss: 5.474 loss_ce: 0.2742 loss_bbox: 0.1792 loss_giou: 0.3441 loss_ce_0: 0.4938 loss_bbox_0: 0.3001 loss_giou_0: 0.5202 loss_ce_1: 0.3762 loss_bbox_1: 0.202 loss_giou_1: 0.3798 loss_ce_2: 0.3123 loss_bbox_2: 0.1922 loss_giou_2: 0.3534 loss_ce_3: 0.2772 loss_bbox_3: 0.1879 loss_giou_3: 0.3403 loss_ce_4: 0.2705 loss_bbox_4: 0.1803 loss_giou_4: 0.3405 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:35] d2.utils.events INFO: eta: 20:24:08 iter: 188619 total_loss: 5.794 loss_ce: 0.29 loss_bbox: 0.1811 loss_giou: 0.33 loss_ce_0: 0.513 loss_bbox_0: 0.3216 loss_giou_0: 0.5358 loss_ce_1: 0.3965 loss_bbox_1: 0.2161 loss_giou_1: 0.3785 loss_ce_2: 0.3485 loss_bbox_2: 0.1982 loss_giou_2: 0.3499 loss_ce_3: 0.318 loss_bbox_3: 0.1855 loss_giou_3: 0.3364 loss_ce_4: 0.2977 loss_bbox_4: 0.1853 loss_giou_4: 0.3363 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:41] d2.utils.events INFO: eta: 20:23:59 iter: 188639 total_loss: 6.014 loss_ce: 0.303 loss_bbox: 0.2082 loss_giou: 0.3547 loss_ce_0: 0.514 loss_bbox_0: 0.3326 loss_giou_0: 0.5197 loss_ce_1: 0.4125 loss_bbox_1: 0.2411 loss_giou_1: 0.4015 loss_ce_2: 0.335 loss_bbox_2: 0.2225 loss_giou_2: 0.3675 loss_ce_3: 0.3143 loss_bbox_3: 0.2115 loss_giou_3: 0.3635 loss_ce_4: 0.2982 loss_bbox_4: 0.2109 loss_giou_4: 0.3498 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:47] d2.utils.events INFO: eta: 20:23:27 iter: 188659 total_loss: 5.617 loss_ce: 0.2906 loss_bbox: 0.1935 loss_giou: 0.3179 loss_ce_0: 0.4861 loss_bbox_0: 0.3097 loss_giou_0: 0.5086 loss_ce_1: 0.3795 loss_bbox_1: 0.2155 loss_giou_1: 0.3693 loss_ce_2: 0.3213 loss_bbox_2: 0.2039 loss_giou_2: 0.334 loss_ce_3: 0.3005 loss_bbox_3: 0.2018 loss_giou_3: 0.3201 loss_ce_4: 0.2968 loss_bbox_4: 0.1935 loss_giou_4: 0.3171 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:52] d2.utils.events INFO: eta: 20:24:02 iter: 188679 total_loss: 5.866 loss_ce: 0.2925 loss_bbox: 0.1928 loss_giou: 0.3648 loss_ce_0: 0.4888 loss_bbox_0: 0.3115 loss_giou_0: 0.5148 loss_ce_1: 0.3877 loss_bbox_1: 0.2278 loss_giou_1: 0.4031 loss_ce_2: 0.3281 loss_bbox_2: 0.2081 loss_giou_2: 0.3823 loss_ce_3: 0.3041 loss_bbox_3: 0.2022 loss_giou_3: 0.3704 loss_ce_4: 0.2954 loss_bbox_4: 0.1959 loss_giou_4: 0.3649 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:35:58] d2.utils.events INFO: eta: 20:23:17 iter: 188699 total_loss: 5.802 loss_ce: 0.2925 loss_bbox: 0.192 loss_giou: 0.3518 loss_ce_0: 0.4926 loss_bbox_0: 0.3228 loss_giou_0: 0.5462 loss_ce_1: 0.3977 loss_bbox_1: 0.2299 loss_giou_1: 0.3962 loss_ce_2: 0.3343 loss_bbox_2: 0.2072 loss_giou_2: 0.369 loss_ce_3: 0.3058 loss_bbox_3: 0.196 loss_giou_3: 0.3571 loss_ce_4: 0.2987 loss_bbox_4: 0.192 loss_giou_4: 0.3546 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:04] d2.utils.events INFO: eta: 20:23:30 iter: 188719 total_loss: 5.9 loss_ce: 0.3048 loss_bbox: 0.1896 loss_giou: 0.3351 loss_ce_0: 0.5124 loss_bbox_0: 0.3115 loss_giou_0: 0.5097 loss_ce_1: 0.4054 loss_bbox_1: 0.2144 loss_giou_1: 0.3869 loss_ce_2: 0.3546 loss_bbox_2: 0.1959 loss_giou_2: 0.3544 loss_ce_3: 0.3256 loss_bbox_3: 0.1889 loss_giou_3: 0.3419 loss_ce_4: 0.3096 loss_bbox_4: 0.1911 loss_giou_4: 0.3376 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:09] d2.utils.events INFO: eta: 20:23:25 iter: 188739 total_loss: 5.645 loss_ce: 0.287 loss_bbox: 0.1848 loss_giou: 0.3337 loss_ce_0: 0.4905 loss_bbox_0: 0.3132 loss_giou_0: 0.5251 loss_ce_1: 0.3874 loss_bbox_1: 0.2129 loss_giou_1: 0.3821 loss_ce_2: 0.3259 loss_bbox_2: 0.1984 loss_giou_2: 0.3539 loss_ce_3: 0.2927 loss_bbox_3: 0.1871 loss_giou_3: 0.3409 loss_ce_4: 0.2851 loss_bbox_4: 0.1861 loss_giou_4: 0.3397 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:15] d2.utils.events INFO: eta: 20:23:11 iter: 188759 total_loss: 5.518 loss_ce: 0.3055 loss_bbox: 0.1766 loss_giou: 0.3331 loss_ce_0: 0.5105 loss_bbox_0: 0.3071 loss_giou_0: 0.5296 loss_ce_1: 0.4026 loss_bbox_1: 0.2102 loss_giou_1: 0.3858 loss_ce_2: 0.3457 loss_bbox_2: 0.1843 loss_giou_2: 0.3509 loss_ce_3: 0.3214 loss_bbox_3: 0.1796 loss_giou_3: 0.3413 loss_ce_4: 0.3105 loss_bbox_4: 0.1785 loss_giou_4: 0.3339 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:20] d2.utils.events INFO: eta: 20:22:49 iter: 188779 total_loss: 5.774 loss_ce: 0.3003 loss_bbox: 0.2001 loss_giou: 0.3444 loss_ce_0: 0.5103 loss_bbox_0: 0.3225 loss_giou_0: 0.5137 loss_ce_1: 0.3939 loss_bbox_1: 0.2303 loss_giou_1: 0.3837 loss_ce_2: 0.3342 loss_bbox_2: 0.2117 loss_giou_2: 0.3673 loss_ce_3: 0.3101 loss_bbox_3: 0.2032 loss_giou_3: 0.352 loss_ce_4: 0.3035 loss_bbox_4: 0.2002 loss_giou_4: 0.3458 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:26] d2.utils.events INFO: eta: 20:22:28 iter: 188799 total_loss: 5.744 loss_ce: 0.2909 loss_bbox: 0.1915 loss_giou: 0.3457 loss_ce_0: 0.4957 loss_bbox_0: 0.3033 loss_giou_0: 0.5353 loss_ce_1: 0.3998 loss_bbox_1: 0.2114 loss_giou_1: 0.3989 loss_ce_2: 0.3363 loss_bbox_2: 0.194 loss_giou_2: 0.3618 loss_ce_3: 0.3003 loss_bbox_3: 0.1903 loss_giou_3: 0.3514 loss_ce_4: 0.2894 loss_bbox_4: 0.1908 loss_giou_4: 0.3458 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:32] d2.utils.events INFO: eta: 20:21:58 iter: 188819 total_loss: 5.518 loss_ce: 0.2839 loss_bbox: 0.1885 loss_giou: 0.3167 loss_ce_0: 0.4943 loss_bbox_0: 0.3221 loss_giou_0: 0.51 loss_ce_1: 0.3927 loss_bbox_1: 0.2243 loss_giou_1: 0.3659 loss_ce_2: 0.3205 loss_bbox_2: 0.2139 loss_giou_2: 0.333 loss_ce_3: 0.2936 loss_bbox_3: 0.1968 loss_giou_3: 0.3274 loss_ce_4: 0.2822 loss_bbox_4: 0.1909 loss_giou_4: 0.3223 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:37] d2.utils.events INFO: eta: 20:21:07 iter: 188839 total_loss: 5.599 loss_ce: 0.2882 loss_bbox: 0.1595 loss_giou: 0.3364 loss_ce_0: 0.4977 loss_bbox_0: 0.2989 loss_giou_0: 0.5115 loss_ce_1: 0.3921 loss_bbox_1: 0.1961 loss_giou_1: 0.3896 loss_ce_2: 0.325 loss_bbox_2: 0.1696 loss_giou_2: 0.3574 loss_ce_3: 0.3004 loss_bbox_3: 0.1651 loss_giou_3: 0.358 loss_ce_4: 0.298 loss_bbox_4: 0.1631 loss_giou_4: 0.3472 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:43] d2.utils.events INFO: eta: 20:20:47 iter: 188859 total_loss: 5.545 loss_ce: 0.2754 loss_bbox: 0.1692 loss_giou: 0.3487 loss_ce_0: 0.4869 loss_bbox_0: 0.3009 loss_giou_0: 0.5443 loss_ce_1: 0.3719 loss_bbox_1: 0.1976 loss_giou_1: 0.3992 loss_ce_2: 0.3117 loss_bbox_2: 0.1789 loss_giou_2: 0.3668 loss_ce_3: 0.2858 loss_bbox_3: 0.1746 loss_giou_3: 0.3545 loss_ce_4: 0.2746 loss_bbox_4: 0.1701 loss_giou_4: 0.3497 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:49] d2.utils.events INFO: eta: 20:20:28 iter: 188879 total_loss: 6.045 loss_ce: 0.3337 loss_bbox: 0.1942 loss_giou: 0.3387 loss_ce_0: 0.5427 loss_bbox_0: 0.3239 loss_giou_0: 0.5183 loss_ce_1: 0.4402 loss_bbox_1: 0.2298 loss_giou_1: 0.3802 loss_ce_2: 0.3797 loss_bbox_2: 0.2122 loss_giou_2: 0.3545 loss_ce_3: 0.3511 loss_bbox_3: 0.201 loss_giou_3: 0.343 loss_ce_4: 0.3374 loss_bbox_4: 0.1942 loss_giou_4: 0.3419 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:36:54] d2.utils.events INFO: eta: 20:20:23 iter: 188899 total_loss: 5.668 loss_ce: 0.2928 loss_bbox: 0.186 loss_giou: 0.3504 loss_ce_0: 0.4973 loss_bbox_0: 0.311 loss_giou_0: 0.5377 loss_ce_1: 0.3949 loss_bbox_1: 0.213 loss_giou_1: 0.3945 loss_ce_2: 0.3419 loss_bbox_2: 0.2044 loss_giou_2: 0.3705 loss_ce_3: 0.3069 loss_bbox_3: 0.1974 loss_giou_3: 0.363 loss_ce_4: 0.2898 loss_bbox_4: 0.1888 loss_giou_4: 0.3565 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:00] d2.utils.events INFO: eta: 20:20:35 iter: 188919 total_loss: 5.711 loss_ce: 0.2904 loss_bbox: 0.188 loss_giou: 0.3236 loss_ce_0: 0.5008 loss_bbox_0: 0.324 loss_giou_0: 0.4955 loss_ce_1: 0.4047 loss_bbox_1: 0.2207 loss_giou_1: 0.3629 loss_ce_2: 0.3291 loss_bbox_2: 0.205 loss_giou_2: 0.3394 loss_ce_3: 0.3015 loss_bbox_3: 0.1924 loss_giou_3: 0.3357 loss_ce_4: 0.2864 loss_bbox_4: 0.1902 loss_giou_4: 0.3227 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:06] d2.utils.events INFO: eta: 20:20:33 iter: 188939 total_loss: 5.688 loss_ce: 0.302 loss_bbox: 0.1922 loss_giou: 0.3416 loss_ce_0: 0.4944 loss_bbox_0: 0.3247 loss_giou_0: 0.5013 loss_ce_1: 0.3935 loss_bbox_1: 0.2206 loss_giou_1: 0.3716 loss_ce_2: 0.3383 loss_bbox_2: 0.207 loss_giou_2: 0.3437 loss_ce_3: 0.3075 loss_bbox_3: 0.1986 loss_giou_3: 0.3482 loss_ce_4: 0.3044 loss_bbox_4: 0.1952 loss_giou_4: 0.3447 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:12] d2.utils.events INFO: eta: 20:19:53 iter: 188959 total_loss: 5.611 loss_ce: 0.3 loss_bbox: 0.1892 loss_giou: 0.3207 loss_ce_0: 0.4951 loss_bbox_0: 0.3258 loss_giou_0: 0.4832 loss_ce_1: 0.3952 loss_bbox_1: 0.2254 loss_giou_1: 0.357 loss_ce_2: 0.336 loss_bbox_2: 0.2046 loss_giou_2: 0.335 loss_ce_3: 0.3092 loss_bbox_3: 0.1999 loss_giou_3: 0.3298 loss_ce_4: 0.2954 loss_bbox_4: 0.1937 loss_giou_4: 0.3256 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:17] d2.utils.events INFO: eta: 20:19:18 iter: 188979 total_loss: 5.796 loss_ce: 0.2989 loss_bbox: 0.1839 loss_giou: 0.3416 loss_ce_0: 0.5081 loss_bbox_0: 0.3106 loss_giou_0: 0.5215 loss_ce_1: 0.3951 loss_bbox_1: 0.2145 loss_giou_1: 0.4036 loss_ce_2: 0.3337 loss_bbox_2: 0.2015 loss_giou_2: 0.3597 loss_ce_3: 0.296 loss_bbox_3: 0.1872 loss_giou_3: 0.3488 loss_ce_4: 0.2962 loss_bbox_4: 0.1813 loss_giou_4: 0.3396 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:23] d2.utils.events INFO: eta: 20:18:45 iter: 188999 total_loss: 5.764 loss_ce: 0.2982 loss_bbox: 0.1783 loss_giou: 0.3359 loss_ce_0: 0.52 loss_bbox_0: 0.3143 loss_giou_0: 0.5263 loss_ce_1: 0.4014 loss_bbox_1: 0.2167 loss_giou_1: 0.3789 loss_ce_2: 0.3345 loss_bbox_2: 0.1905 loss_giou_2: 0.3502 loss_ce_3: 0.3056 loss_bbox_3: 0.1833 loss_giou_3: 0.3435 loss_ce_4: 0.2985 loss_bbox_4: 0.1814 loss_giou_4: 0.3359 time: 0.2801 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:29] d2.utils.events INFO: eta: 20:18:40 iter: 189019 total_loss: 5.775 loss_ce: 0.2812 loss_bbox: 0.1952 loss_giou: 0.3576 loss_ce_0: 0.4658 loss_bbox_0: 0.3142 loss_giou_0: 0.5452 loss_ce_1: 0.3956 loss_bbox_1: 0.2238 loss_giou_1: 0.3977 loss_ce_2: 0.3285 loss_bbox_2: 0.2065 loss_giou_2: 0.3676 loss_ce_3: 0.2963 loss_bbox_3: 0.2016 loss_giou_3: 0.3599 loss_ce_4: 0.2828 loss_bbox_4: 0.1963 loss_giou_4: 0.3601 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:34] d2.utils.events INFO: eta: 20:18:30 iter: 189039 total_loss: 5.964 loss_ce: 0.3151 loss_bbox: 0.1776 loss_giou: 0.3676 loss_ce_0: 0.5053 loss_bbox_0: 0.3066 loss_giou_0: 0.5563 loss_ce_1: 0.4266 loss_bbox_1: 0.2074 loss_giou_1: 0.4196 loss_ce_2: 0.3571 loss_bbox_2: 0.1882 loss_giou_2: 0.3887 loss_ce_3: 0.3377 loss_bbox_3: 0.1864 loss_giou_3: 0.3797 loss_ce_4: 0.3196 loss_bbox_4: 0.1807 loss_giou_4: 0.37 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:40] d2.utils.events INFO: eta: 20:18:37 iter: 189059 total_loss: 5.547 loss_ce: 0.2836 loss_bbox: 0.1739 loss_giou: 0.3305 loss_ce_0: 0.4941 loss_bbox_0: 0.3113 loss_giou_0: 0.5032 loss_ce_1: 0.4078 loss_bbox_1: 0.215 loss_giou_1: 0.3711 loss_ce_2: 0.3373 loss_bbox_2: 0.194 loss_giou_2: 0.3476 loss_ce_3: 0.3033 loss_bbox_3: 0.1842 loss_giou_3: 0.3325 loss_ce_4: 0.2915 loss_bbox_4: 0.1786 loss_giou_4: 0.329 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:46] d2.utils.events INFO: eta: 20:18:31 iter: 189079 total_loss: 5.662 loss_ce: 0.2802 loss_bbox: 0.191 loss_giou: 0.3236 loss_ce_0: 0.4971 loss_bbox_0: 0.3247 loss_giou_0: 0.5194 loss_ce_1: 0.3939 loss_bbox_1: 0.2276 loss_giou_1: 0.3788 loss_ce_2: 0.3325 loss_bbox_2: 0.2118 loss_giou_2: 0.3466 loss_ce_3: 0.2959 loss_bbox_3: 0.1995 loss_giou_3: 0.3317 loss_ce_4: 0.2851 loss_bbox_4: 0.1954 loss_giou_4: 0.3291 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 04:37:51] d2.utils.events INFO: eta: 20:18:42 iter: 189099 total_loss: 5.779 loss_ce: 0.2881 loss_bbox: 0.1896 loss_giou: 0.3341 loss_ce_0: 0.4933 loss_bbox_0: 0.3124 loss_giou_0: 0.5094 loss_ce_1: 0.3892 loss_bbox_1: 0.2209 loss_giou_1: 0.3901 loss_ce_2: 0.3308 loss_bbox_2: 0.206 loss_giou_2: 0.36 loss_ce_3: 0.2931 loss_bbox_3: 0.1966 loss_giou_3: 0.3449 loss_ce_4: 0.2877 loss_bbox_4: 0.1943 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data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:08] d2.utils.events INFO: eta: 20:18:06 iter: 189159 total_loss: 5.715 loss_ce: 0.2886 loss_bbox: 0.1826 loss_giou: 0.3318 loss_ce_0: 0.508 loss_bbox_0: 0.3204 loss_giou_0: 0.5155 loss_ce_1: 0.4034 loss_bbox_1: 0.221 loss_giou_1: 0.381 loss_ce_2: 0.3163 loss_bbox_2: 0.1991 loss_giou_2: 0.3577 loss_ce_3: 0.2945 loss_bbox_3: 0.1922 loss_giou_3: 0.3369 loss_ce_4: 0.2868 loss_bbox_4: 0.1838 loss_giou_4: 0.3339 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:14] d2.utils.events INFO: eta: 20:17:55 iter: 189179 total_loss: 6.007 loss_ce: 0.3096 loss_bbox: 0.1795 loss_giou: 0.336 loss_ce_0: 0.5098 loss_bbox_0: 0.3281 loss_giou_0: 0.5222 loss_ce_1: 0.4196 loss_bbox_1: 0.2186 loss_giou_1: 0.3927 loss_ce_2: 0.3544 loss_bbox_2: 0.1991 loss_giou_2: 0.3688 loss_ce_3: 0.32 loss_bbox_3: 0.1886 loss_giou_3: 0.3482 loss_ce_4: 0.3124 loss_bbox_4: 0.1844 loss_giou_4: 0.3442 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:19] d2.utils.events INFO: eta: 20:18:06 iter: 189199 total_loss: 5.56 loss_ce: 0.3057 loss_bbox: 0.1767 loss_giou: 0.3332 loss_ce_0: 0.5043 loss_bbox_0: 0.3102 loss_giou_0: 0.5385 loss_ce_1: 0.4058 loss_bbox_1: 0.2031 loss_giou_1: 0.385 loss_ce_2: 0.343 loss_bbox_2: 0.1883 loss_giou_2: 0.3499 loss_ce_3: 0.3169 loss_bbox_3: 0.1811 loss_giou_3: 0.3406 loss_ce_4: 0.3007 loss_bbox_4: 0.1793 loss_giou_4: 0.3361 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:25] d2.utils.events INFO: eta: 20:18:05 iter: 189219 total_loss: 5.217 loss_ce: 0.2767 loss_bbox: 0.1775 loss_giou: 0.3243 loss_ce_0: 0.4969 loss_bbox_0: 0.2856 loss_giou_0: 0.5022 loss_ce_1: 0.3872 loss_bbox_1: 0.1962 loss_giou_1: 0.3696 loss_ce_2: 0.3185 loss_bbox_2: 0.1814 loss_giou_2: 0.3327 loss_ce_3: 0.2926 loss_bbox_3: 0.1798 loss_giou_3: 0.3294 loss_ce_4: 0.2756 loss_bbox_4: 0.1754 loss_giou_4: 0.3299 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:31] d2.utils.events INFO: eta: 20:17:49 iter: 189239 total_loss: 5.522 loss_ce: 0.2775 loss_bbox: 0.1913 loss_giou: 0.3378 loss_ce_0: 0.492 loss_bbox_0: 0.3121 loss_giou_0: 0.4969 loss_ce_1: 0.386 loss_bbox_1: 0.2232 loss_giou_1: 0.3731 loss_ce_2: 0.3315 loss_bbox_2: 0.2036 loss_giou_2: 0.3485 loss_ce_3: 0.2997 loss_bbox_3: 0.1923 loss_giou_3: 0.3373 loss_ce_4: 0.2815 loss_bbox_4: 0.1923 loss_giou_4: 0.3378 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:37] d2.utils.events INFO: eta: 20:17:49 iter: 189259 total_loss: 5.769 loss_ce: 0.2798 loss_bbox: 0.1893 loss_giou: 0.3372 loss_ce_0: 0.4873 loss_bbox_0: 0.3105 loss_giou_0: 0.5255 loss_ce_1: 0.3889 loss_bbox_1: 0.2262 loss_giou_1: 0.3976 loss_ce_2: 0.3232 loss_bbox_2: 0.2108 loss_giou_2: 0.36 loss_ce_3: 0.3002 loss_bbox_3: 0.1985 loss_giou_3: 0.3472 loss_ce_4: 0.2875 loss_bbox_4: 0.1937 loss_giou_4: 0.3364 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:42] d2.utils.events INFO: eta: 20:17:38 iter: 189279 total_loss: 5.73 loss_ce: 0.2966 loss_bbox: 0.192 loss_giou: 0.3298 loss_ce_0: 0.5168 loss_bbox_0: 0.3353 loss_giou_0: 0.5236 loss_ce_1: 0.4097 loss_bbox_1: 0.2247 loss_giou_1: 0.3778 loss_ce_2: 0.3419 loss_bbox_2: 0.2056 loss_giou_2: 0.3477 loss_ce_3: 0.3076 loss_bbox_3: 0.2031 loss_giou_3: 0.3388 loss_ce_4: 0.2945 loss_bbox_4: 0.1964 loss_giou_4: 0.3305 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:48] d2.utils.events INFO: eta: 20:17:29 iter: 189299 total_loss: 5.798 loss_ce: 0.3054 loss_bbox: 0.1849 loss_giou: 0.3348 loss_ce_0: 0.5027 loss_bbox_0: 0.3146 loss_giou_0: 0.5173 loss_ce_1: 0.3972 loss_bbox_1: 0.2198 loss_giou_1: 0.3878 loss_ce_2: 0.346 loss_bbox_2: 0.1955 loss_giou_2: 0.3639 loss_ce_3: 0.3196 loss_bbox_3: 0.1881 loss_giou_3: 0.342 loss_ce_4: 0.3077 loss_bbox_4: 0.185 loss_giou_4: 0.3371 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:54] d2.utils.events INFO: eta: 20:17:21 iter: 189319 total_loss: 5.662 loss_ce: 0.2937 loss_bbox: 0.183 loss_giou: 0.3437 loss_ce_0: 0.4918 loss_bbox_0: 0.3324 loss_giou_0: 0.53 loss_ce_1: 0.3796 loss_bbox_1: 0.2267 loss_giou_1: 0.3928 loss_ce_2: 0.3051 loss_bbox_2: 0.201 loss_giou_2: 0.368 loss_ce_3: 0.2961 loss_bbox_3: 0.1858 loss_giou_3: 0.3567 loss_ce_4: 0.2938 loss_bbox_4: 0.1844 loss_giou_4: 0.3483 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 04:38:59] d2.utils.events INFO: eta: 20:17:17 iter: 189339 total_loss: 5.766 loss_ce: 0.2994 loss_bbox: 0.1967 loss_giou: 0.3394 loss_ce_0: 0.5057 loss_bbox_0: 0.3236 loss_giou_0: 0.5218 loss_ce_1: 0.3938 loss_bbox_1: 0.2298 loss_giou_1: 0.3965 loss_ce_2: 0.3441 loss_bbox_2: 0.2155 loss_giou_2: 0.3538 loss_ce_3: 0.3053 loss_bbox_3: 0.2076 loss_giou_3: 0.3453 loss_ce_4: 0.2991 loss_bbox_4: 0.2017 loss_giou_4: 0.3399 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:05] d2.utils.events INFO: eta: 20:17:25 iter: 189359 total_loss: 5.937 loss_ce: 0.3133 loss_bbox: 0.1967 loss_giou: 0.3457 loss_ce_0: 0.5039 loss_bbox_0: 0.3158 loss_giou_0: 0.5339 loss_ce_1: 0.412 loss_bbox_1: 0.2196 loss_giou_1: 0.3997 loss_ce_2: 0.3428 loss_bbox_2: 0.2059 loss_giou_2: 0.3641 loss_ce_3: 0.3227 loss_bbox_3: 0.1982 loss_giou_3: 0.3556 loss_ce_4: 0.3134 loss_bbox_4: 0.1953 loss_giou_4: 0.3517 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:11] d2.utils.events INFO: eta: 20:17:07 iter: 189379 total_loss: 5.587 loss_ce: 0.2899 loss_bbox: 0.1778 loss_giou: 0.346 loss_ce_0: 0.5085 loss_bbox_0: 0.3007 loss_giou_0: 0.5325 loss_ce_1: 0.3782 loss_bbox_1: 0.2131 loss_giou_1: 0.3954 loss_ce_2: 0.3194 loss_bbox_2: 0.1849 loss_giou_2: 0.3681 loss_ce_3: 0.2996 loss_bbox_3: 0.1875 loss_giou_3: 0.3568 loss_ce_4: 0.2924 loss_bbox_4: 0.1805 loss_giou_4: 0.3531 time: 0.2801 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:16] d2.utils.events INFO: eta: 20:16:49 iter: 189399 total_loss: 5.685 loss_ce: 0.2899 loss_bbox: 0.1835 loss_giou: 0.3572 loss_ce_0: 0.4811 loss_bbox_0: 0.314 loss_giou_0: 0.5499 loss_ce_1: 0.3906 loss_bbox_1: 0.2209 loss_giou_1: 0.4093 loss_ce_2: 0.3259 loss_bbox_2: 0.1942 loss_giou_2: 0.3773 loss_ce_3: 0.2987 loss_bbox_3: 0.1931 loss_giou_3: 0.3666 loss_ce_4: 0.2955 loss_bbox_4: 0.1873 loss_giou_4: 0.3607 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:22] d2.utils.events INFO: eta: 20:16:33 iter: 189419 total_loss: 6.032 loss_ce: 0.3191 loss_bbox: 0.1962 loss_giou: 0.3357 loss_ce_0: 0.5044 loss_bbox_0: 0.3139 loss_giou_0: 0.5289 loss_ce_1: 0.4138 loss_bbox_1: 0.2295 loss_giou_1: 0.3929 loss_ce_2: 0.3456 loss_bbox_2: 0.209 loss_giou_2: 0.3555 loss_ce_3: 0.325 loss_bbox_3: 0.1979 loss_giou_3: 0.3429 loss_ce_4: 0.3217 loss_bbox_4: 0.1975 loss_giou_4: 0.3393 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:28] d2.utils.events INFO: eta: 20:16:27 iter: 189439 total_loss: 5.583 loss_ce: 0.2732 loss_bbox: 0.1853 loss_giou: 0.3229 loss_ce_0: 0.4904 loss_bbox_0: 0.3329 loss_giou_0: 0.5109 loss_ce_1: 0.3888 loss_bbox_1: 0.227 loss_giou_1: 0.3781 loss_ce_2: 0.3156 loss_bbox_2: 0.1945 loss_giou_2: 0.3397 loss_ce_3: 0.2926 loss_bbox_3: 0.1905 loss_giou_3: 0.3323 loss_ce_4: 0.2769 loss_bbox_4: 0.189 loss_giou_4: 0.3272 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:33] d2.utils.events INFO: eta: 20:15:56 iter: 189459 total_loss: 5.601 loss_ce: 0.2918 loss_bbox: 0.1777 loss_giou: 0.3372 loss_ce_0: 0.5015 loss_bbox_0: 0.3062 loss_giou_0: 0.5191 loss_ce_1: 0.4008 loss_bbox_1: 0.2116 loss_giou_1: 0.3866 loss_ce_2: 0.3443 loss_bbox_2: 0.1945 loss_giou_2: 0.354 loss_ce_3: 0.3116 loss_bbox_3: 0.182 loss_giou_3: 0.3469 loss_ce_4: 0.2902 loss_bbox_4: 0.1789 loss_giou_4: 0.3399 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:39] d2.utils.events INFO: eta: 20:15:50 iter: 189479 total_loss: 5.69 loss_ce: 0.3109 loss_bbox: 0.191 loss_giou: 0.3322 loss_ce_0: 0.5045 loss_bbox_0: 0.3276 loss_giou_0: 0.5144 loss_ce_1: 0.4072 loss_bbox_1: 0.2305 loss_giou_1: 0.3839 loss_ce_2: 0.3385 loss_bbox_2: 0.2097 loss_giou_2: 0.3565 loss_ce_3: 0.3146 loss_bbox_3: 0.1957 loss_giou_3: 0.3499 loss_ce_4: 0.2974 loss_bbox_4: 0.1932 loss_giou_4: 0.3367 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:45] d2.utils.events INFO: eta: 20:16:01 iter: 189499 total_loss: 5.697 loss_ce: 0.2952 loss_bbox: 0.1758 loss_giou: 0.3196 loss_ce_0: 0.4947 loss_bbox_0: 0.3138 loss_giou_0: 0.5089 loss_ce_1: 0.3963 loss_bbox_1: 0.219 loss_giou_1: 0.3731 loss_ce_2: 0.3354 loss_bbox_2: 0.1928 loss_giou_2: 0.3439 loss_ce_3: 0.3044 loss_bbox_3: 0.1858 loss_giou_3: 0.3338 loss_ce_4: 0.2933 loss_bbox_4: 0.1801 loss_giou_4: 0.326 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:50] d2.utils.events INFO: eta: 20:15:15 iter: 189519 total_loss: 5.99 loss_ce: 0.3015 loss_bbox: 0.174 loss_giou: 0.3391 loss_ce_0: 0.5119 loss_bbox_0: 0.3008 loss_giou_0: 0.5208 loss_ce_1: 0.4013 loss_bbox_1: 0.2123 loss_giou_1: 0.3752 loss_ce_2: 0.3378 loss_bbox_2: 0.1881 loss_giou_2: 0.356 loss_ce_3: 0.318 loss_bbox_3: 0.1796 loss_giou_3: 0.3482 loss_ce_4: 0.3086 loss_bbox_4: 0.1805 loss_giou_4: 0.3427 time: 0.2801 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 04:39:56] d2.utils.events INFO: eta: 20:14:48 iter: 189539 total_loss: 5.911 loss_ce: 0.3192 loss_bbox: 0.1867 loss_giou: 0.3214 loss_ce_0: 0.5171 loss_bbox_0: 0.304 loss_giou_0: 0.4907 loss_ce_1: 0.4107 loss_bbox_1: 0.2229 loss_giou_1: 0.3746 loss_ce_2: 0.3439 loss_bbox_2: 0.199 loss_giou_2: 0.3373 loss_ce_3: 0.3184 loss_bbox_3: 0.1955 loss_giou_3: 0.3364 loss_ce_4: 0.3238 loss_bbox_4: 0.1905 loss_giou_4: 0.3323 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:02] d2.utils.events INFO: eta: 20:14:38 iter: 189559 total_loss: 5.745 loss_ce: 0.3254 loss_bbox: 0.1913 loss_giou: 0.3126 loss_ce_0: 0.5102 loss_bbox_0: 0.3339 loss_giou_0: 0.4987 loss_ce_1: 0.4138 loss_bbox_1: 0.2308 loss_giou_1: 0.3614 loss_ce_2: 0.3427 loss_bbox_2: 0.2176 loss_giou_2: 0.3356 loss_ce_3: 0.3292 loss_bbox_3: 0.2056 loss_giou_3: 0.3229 loss_ce_4: 0.329 loss_bbox_4: 0.1979 loss_giou_4: 0.3145 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:07] d2.utils.events INFO: eta: 20:14:27 iter: 189579 total_loss: 5.878 loss_ce: 0.2838 loss_bbox: 0.1957 loss_giou: 0.3504 loss_ce_0: 0.5118 loss_bbox_0: 0.3193 loss_giou_0: 0.5208 loss_ce_1: 0.3932 loss_bbox_1: 0.223 loss_giou_1: 0.3893 loss_ce_2: 0.3231 loss_bbox_2: 0.208 loss_giou_2: 0.3652 loss_ce_3: 0.305 loss_bbox_3: 0.2043 loss_giou_3: 0.3574 loss_ce_4: 0.2846 loss_bbox_4: 0.1972 loss_giou_4: 0.3516 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:13] d2.utils.events INFO: eta: 20:14:10 iter: 189599 total_loss: 5.782 loss_ce: 0.289 loss_bbox: 0.1976 loss_giou: 0.3574 loss_ce_0: 0.4829 loss_bbox_0: 0.3324 loss_giou_0: 0.5327 loss_ce_1: 0.3737 loss_bbox_1: 0.231 loss_giou_1: 0.4013 loss_ce_2: 0.3195 loss_bbox_2: 0.2124 loss_giou_2: 0.3759 loss_ce_3: 0.292 loss_bbox_3: 0.2023 loss_giou_3: 0.365 loss_ce_4: 0.2912 loss_bbox_4: 0.1949 loss_giou_4: 0.3607 time: 0.2801 data_time: 0.0345 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:19] d2.utils.events INFO: eta: 20:13:50 iter: 189619 total_loss: 5.934 loss_ce: 0.3081 loss_bbox: 0.1946 loss_giou: 0.3386 loss_ce_0: 0.5232 loss_bbox_0: 0.3215 loss_giou_0: 0.5026 loss_ce_1: 0.4092 loss_bbox_1: 0.2306 loss_giou_1: 0.3879 loss_ce_2: 0.3537 loss_bbox_2: 0.2046 loss_giou_2: 0.3547 loss_ce_3: 0.3222 loss_bbox_3: 0.1987 loss_giou_3: 0.3439 loss_ce_4: 0.3115 loss_bbox_4: 0.1929 loss_giou_4: 0.3388 time: 0.2801 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:24] d2.utils.events INFO: eta: 20:13:06 iter: 189639 total_loss: 5.94 loss_ce: 0.3045 loss_bbox: 0.177 loss_giou: 0.3736 loss_ce_0: 0.501 loss_bbox_0: 0.3107 loss_giou_0: 0.5719 loss_ce_1: 0.3899 loss_bbox_1: 0.2095 loss_giou_1: 0.4325 loss_ce_2: 0.3275 loss_bbox_2: 0.1934 loss_giou_2: 0.4 loss_ce_3: 0.3197 loss_bbox_3: 0.1838 loss_giou_3: 0.3769 loss_ce_4: 0.3024 loss_bbox_4: 0.1818 loss_giou_4: 0.3777 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:30] d2.utils.events INFO: eta: 20:12:56 iter: 189659 total_loss: 5.78 loss_ce: 0.2887 loss_bbox: 0.184 loss_giou: 0.3433 loss_ce_0: 0.4944 loss_bbox_0: 0.2989 loss_giou_0: 0.5265 loss_ce_1: 0.3679 loss_bbox_1: 0.2114 loss_giou_1: 0.3823 loss_ce_2: 0.3271 loss_bbox_2: 0.1964 loss_giou_2: 0.3564 loss_ce_3: 0.299 loss_bbox_3: 0.193 loss_giou_3: 0.3493 loss_ce_4: 0.2863 loss_bbox_4: 0.1865 loss_giou_4: 0.3468 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:36] d2.utils.events INFO: eta: 20:12:22 iter: 189679 total_loss: 5.754 loss_ce: 0.3 loss_bbox: 0.1888 loss_giou: 0.3306 loss_ce_0: 0.5139 loss_bbox_0: 0.3235 loss_giou_0: 0.5082 loss_ce_1: 0.3978 loss_bbox_1: 0.2305 loss_giou_1: 0.376 loss_ce_2: 0.3485 loss_bbox_2: 0.2088 loss_giou_2: 0.3501 loss_ce_3: 0.3099 loss_bbox_3: 0.1974 loss_giou_3: 0.3368 loss_ce_4: 0.3018 loss_bbox_4: 0.1968 loss_giou_4: 0.3332 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:41] d2.utils.events INFO: eta: 20:12:29 iter: 189699 total_loss: 5.589 loss_ce: 0.2808 loss_bbox: 0.1937 loss_giou: 0.3425 loss_ce_0: 0.4873 loss_bbox_0: 0.3315 loss_giou_0: 0.517 loss_ce_1: 0.3769 loss_bbox_1: 0.2308 loss_giou_1: 0.3801 loss_ce_2: 0.3188 loss_bbox_2: 0.2095 loss_giou_2: 0.3605 loss_ce_3: 0.299 loss_bbox_3: 0.1987 loss_giou_3: 0.352 loss_ce_4: 0.2838 loss_bbox_4: 0.1962 loss_giou_4: 0.342 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:47] d2.utils.events INFO: eta: 20:12:23 iter: 189719 total_loss: 5.753 loss_ce: 0.2768 loss_bbox: 0.1819 loss_giou: 0.3445 loss_ce_0: 0.4807 loss_bbox_0: 0.3155 loss_giou_0: 0.5395 loss_ce_1: 0.3832 loss_bbox_1: 0.216 loss_giou_1: 0.403 loss_ce_2: 0.3121 loss_bbox_2: 0.1952 loss_giou_2: 0.3728 loss_ce_3: 0.2846 loss_bbox_3: 0.1859 loss_giou_3: 0.3589 loss_ce_4: 0.2785 loss_bbox_4: 0.1833 loss_giou_4: 0.3544 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:52] d2.utils.events INFO: eta: 20:12:26 iter: 189739 total_loss: 5.668 loss_ce: 0.2829 loss_bbox: 0.1802 loss_giou: 0.341 loss_ce_0: 0.478 loss_bbox_0: 0.316 loss_giou_0: 0.534 loss_ce_1: 0.3825 loss_bbox_1: 0.2157 loss_giou_1: 0.386 loss_ce_2: 0.3151 loss_bbox_2: 0.1961 loss_giou_2: 0.3542 loss_ce_3: 0.2935 loss_bbox_3: 0.1872 loss_giou_3: 0.3443 loss_ce_4: 0.2822 loss_bbox_4: 0.1796 loss_giou_4: 0.343 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:40:58] d2.utils.events INFO: eta: 20:12:28 iter: 189759 total_loss: 6.061 loss_ce: 0.3212 loss_bbox: 0.1814 loss_giou: 0.3788 loss_ce_0: 0.5223 loss_bbox_0: 0.321 loss_giou_0: 0.5789 loss_ce_1: 0.4104 loss_bbox_1: 0.2163 loss_giou_1: 0.4227 loss_ce_2: 0.3666 loss_bbox_2: 0.1961 loss_giou_2: 0.388 loss_ce_3: 0.3406 loss_bbox_3: 0.1894 loss_giou_3: 0.3834 loss_ce_4: 0.3271 loss_bbox_4: 0.1797 loss_giou_4: 0.3839 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:04] d2.utils.events INFO: eta: 20:12:57 iter: 189779 total_loss: 5.774 loss_ce: 0.2946 loss_bbox: 0.1807 loss_giou: 0.3522 loss_ce_0: 0.494 loss_bbox_0: 0.3117 loss_giou_0: 0.5408 loss_ce_1: 0.3859 loss_bbox_1: 0.2115 loss_giou_1: 0.4031 loss_ce_2: 0.334 loss_bbox_2: 0.1924 loss_giou_2: 0.3609 loss_ce_3: 0.3095 loss_bbox_3: 0.1825 loss_giou_3: 0.3576 loss_ce_4: 0.2994 loss_bbox_4: 0.1817 loss_giou_4: 0.3544 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:10] d2.utils.events INFO: eta: 20:13:14 iter: 189799 total_loss: 5.8 loss_ce: 0.2865 loss_bbox: 0.1954 loss_giou: 0.3443 loss_ce_0: 0.4962 loss_bbox_0: 0.3253 loss_giou_0: 0.5238 loss_ce_1: 0.3969 loss_bbox_1: 0.2288 loss_giou_1: 0.3899 loss_ce_2: 0.3326 loss_bbox_2: 0.211 loss_giou_2: 0.367 loss_ce_3: 0.3112 loss_bbox_3: 0.2031 loss_giou_3: 0.3557 loss_ce_4: 0.2919 loss_bbox_4: 0.1996 loss_giou_4: 0.348 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:15] d2.utils.events INFO: eta: 20:13:25 iter: 189819 total_loss: 5.816 loss_ce: 0.2921 loss_bbox: 0.1992 loss_giou: 0.3434 loss_ce_0: 0.4938 loss_bbox_0: 0.3375 loss_giou_0: 0.5297 loss_ce_1: 0.4016 loss_bbox_1: 0.2274 loss_giou_1: 0.3934 loss_ce_2: 0.3366 loss_bbox_2: 0.2093 loss_giou_2: 0.3599 loss_ce_3: 0.3127 loss_bbox_3: 0.1991 loss_giou_3: 0.3539 loss_ce_4: 0.2991 loss_bbox_4: 0.1966 loss_giou_4: 0.342 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:21] d2.utils.events INFO: eta: 20:13:41 iter: 189839 total_loss: 6.019 loss_ce: 0.3286 loss_bbox: 0.2012 loss_giou: 0.3448 loss_ce_0: 0.5165 loss_bbox_0: 0.3184 loss_giou_0: 0.5118 loss_ce_1: 0.4321 loss_bbox_1: 0.2238 loss_giou_1: 0.3792 loss_ce_2: 0.3611 loss_bbox_2: 0.2139 loss_giou_2: 0.3569 loss_ce_3: 0.3372 loss_bbox_3: 0.212 loss_giou_3: 0.352 loss_ce_4: 0.3309 loss_bbox_4: 0.207 loss_giou_4: 0.3463 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:27] d2.utils.events INFO: eta: 20:13:55 iter: 189859 total_loss: 6.044 loss_ce: 0.3025 loss_bbox: 0.1946 loss_giou: 0.3612 loss_ce_0: 0.5174 loss_bbox_0: 0.3387 loss_giou_0: 0.5614 loss_ce_1: 0.4161 loss_bbox_1: 0.2373 loss_giou_1: 0.4211 loss_ce_2: 0.3463 loss_bbox_2: 0.21 loss_giou_2: 0.3826 loss_ce_3: 0.3122 loss_bbox_3: 0.2012 loss_giou_3: 0.3767 loss_ce_4: 0.3003 loss_bbox_4: 0.2003 loss_giou_4: 0.3689 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:33] d2.utils.events INFO: eta: 20:14:37 iter: 189879 total_loss: 5.662 loss_ce: 0.3069 loss_bbox: 0.183 loss_giou: 0.3466 loss_ce_0: 0.5055 loss_bbox_0: 0.3174 loss_giou_0: 0.5276 loss_ce_1: 0.3941 loss_bbox_1: 0.2237 loss_giou_1: 0.3907 loss_ce_2: 0.3465 loss_bbox_2: 0.1962 loss_giou_2: 0.365 loss_ce_3: 0.3134 loss_bbox_3: 0.1902 loss_giou_3: 0.3527 loss_ce_4: 0.3106 loss_bbox_4: 0.187 loss_giou_4: 0.3498 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:38] d2.utils.events INFO: eta: 20:14:25 iter: 189899 total_loss: 5.574 loss_ce: 0.2919 loss_bbox: 0.1778 loss_giou: 0.3403 loss_ce_0: 0.4776 loss_bbox_0: 0.304 loss_giou_0: 0.4983 loss_ce_1: 0.3757 loss_bbox_1: 0.2104 loss_giou_1: 0.3901 loss_ce_2: 0.3214 loss_bbox_2: 0.1875 loss_giou_2: 0.3546 loss_ce_3: 0.29 loss_bbox_3: 0.1816 loss_giou_3: 0.3504 loss_ce_4: 0.2914 loss_bbox_4: 0.1788 loss_giou_4: 0.3407 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:44] d2.utils.events INFO: eta: 20:14:26 iter: 189919 total_loss: 5.618 loss_ce: 0.2885 loss_bbox: 0.1781 loss_giou: 0.3296 loss_ce_0: 0.4958 loss_bbox_0: 0.3124 loss_giou_0: 0.5096 loss_ce_1: 0.3937 loss_bbox_1: 0.2028 loss_giou_1: 0.37 loss_ce_2: 0.3309 loss_bbox_2: 0.1846 loss_giou_2: 0.3354 loss_ce_3: 0.3034 loss_bbox_3: 0.1823 loss_giou_3: 0.328 loss_ce_4: 0.2895 loss_bbox_4: 0.1786 loss_giou_4: 0.3273 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:50] d2.utils.events INFO: eta: 20:14:06 iter: 189939 total_loss: 5.841 loss_ce: 0.3024 loss_bbox: 0.1941 loss_giou: 0.3406 loss_ce_0: 0.4819 loss_bbox_0: 0.3122 loss_giou_0: 0.492 loss_ce_1: 0.3919 loss_bbox_1: 0.229 loss_giou_1: 0.377 loss_ce_2: 0.336 loss_bbox_2: 0.2105 loss_giou_2: 0.3625 loss_ce_3: 0.3061 loss_bbox_3: 0.2017 loss_giou_3: 0.356 loss_ce_4: 0.3046 loss_bbox_4: 0.1957 loss_giou_4: 0.3488 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 04:41:55] d2.utils.events INFO: eta: 20:13:28 iter: 189959 total_loss: 5.973 loss_ce: 0.3078 loss_bbox: 0.1928 loss_giou: 0.3507 loss_ce_0: 0.5134 loss_bbox_0: 0.3131 loss_giou_0: 0.5334 loss_ce_1: 0.4069 loss_bbox_1: 0.2332 loss_giou_1: 0.3988 loss_ce_2: 0.3519 loss_bbox_2: 0.2034 loss_giou_2: 0.3596 loss_ce_3: 0.3305 loss_bbox_3: 0.1938 loss_giou_3: 0.3573 loss_ce_4: 0.3025 loss_bbox_4: 0.1998 loss_giou_4: 0.3556 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:01] d2.utils.events INFO: eta: 20:13:55 iter: 189979 total_loss: 5.766 loss_ce: 0.2831 loss_bbox: 0.1836 loss_giou: 0.3409 loss_ce_0: 0.509 loss_bbox_0: 0.321 loss_giou_0: 0.5298 loss_ce_1: 0.4028 loss_bbox_1: 0.2215 loss_giou_1: 0.3976 loss_ce_2: 0.3317 loss_bbox_2: 0.1991 loss_giou_2: 0.3592 loss_ce_3: 0.2943 loss_bbox_3: 0.1928 loss_giou_3: 0.3491 loss_ce_4: 0.2884 loss_bbox_4: 0.1863 loss_giou_4: 0.3478 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:07] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0189999.pth [11/03 04:42:09] d2.utils.events INFO: eta: 20:14:18 iter: 189999 total_loss: 5.952 loss_ce: 0.3014 loss_bbox: 0.1768 loss_giou: 0.3453 loss_ce_0: 0.4958 loss_bbox_0: 0.3048 loss_giou_0: 0.5289 loss_ce_1: 0.3919 loss_bbox_1: 0.2137 loss_giou_1: 0.3926 loss_ce_2: 0.3368 loss_bbox_2: 0.1943 loss_giou_2: 0.3617 loss_ce_3: 0.3044 loss_bbox_3: 0.1852 loss_giou_3: 0.3504 loss_ce_4: 0.2975 loss_bbox_4: 0.1786 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:14] d2.utils.events INFO: eta: 20:14:04 iter: 190019 total_loss: 5.505 loss_ce: 0.276 loss_bbox: 0.1746 loss_giou: 0.3238 loss_ce_0: 0.4876 loss_bbox_0: 0.3047 loss_giou_0: 0.5328 loss_ce_1: 0.382 loss_bbox_1: 0.2054 loss_giou_1: 0.382 loss_ce_2: 0.3155 loss_bbox_2: 0.189 loss_giou_2: 0.355 loss_ce_3: 0.2934 loss_bbox_3: 0.179 loss_giou_3: 0.3358 loss_ce_4: 0.2772 loss_bbox_4: 0.1727 loss_giou_4: 0.3272 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:20] d2.utils.events INFO: eta: 20:14:12 iter: 190039 total_loss: 5.685 loss_ce: 0.3023 loss_bbox: 0.1905 loss_giou: 0.3322 loss_ce_0: 0.5099 loss_bbox_0: 0.3226 loss_giou_0: 0.5035 loss_ce_1: 0.4036 loss_bbox_1: 0.2242 loss_giou_1: 0.3687 loss_ce_2: 0.3363 loss_bbox_2: 0.2062 loss_giou_2: 0.3445 loss_ce_3: 0.3077 loss_bbox_3: 0.1983 loss_giou_3: 0.3357 loss_ce_4: 0.3012 loss_bbox_4: 0.1964 loss_giou_4: 0.3347 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:25] d2.utils.events INFO: eta: 20:13:45 iter: 190059 total_loss: 5.754 loss_ce: 0.3012 loss_bbox: 0.1824 loss_giou: 0.3493 loss_ce_0: 0.5069 loss_bbox_0: 0.3102 loss_giou_0: 0.5343 loss_ce_1: 0.3808 loss_bbox_1: 0.2115 loss_giou_1: 0.4013 loss_ce_2: 0.3393 loss_bbox_2: 0.1913 loss_giou_2: 0.3736 loss_ce_3: 0.3049 loss_bbox_3: 0.1865 loss_giou_3: 0.3589 loss_ce_4: 0.3018 loss_bbox_4: 0.186 loss_giou_4: 0.3511 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:31] d2.utils.events INFO: eta: 20:14:00 iter: 190079 total_loss: 5.682 loss_ce: 0.2925 loss_bbox: 0.1772 loss_giou: 0.3586 loss_ce_0: 0.5003 loss_bbox_0: 0.2975 loss_giou_0: 0.5453 loss_ce_1: 0.4004 loss_bbox_1: 0.2183 loss_giou_1: 0.4036 loss_ce_2: 0.3296 loss_bbox_2: 0.1929 loss_giou_2: 0.3711 loss_ce_3: 0.2983 loss_bbox_3: 0.1894 loss_giou_3: 0.3646 loss_ce_4: 0.2907 loss_bbox_4: 0.1808 loss_giou_4: 0.3635 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:37] d2.utils.events INFO: eta: 20:14:06 iter: 190099 total_loss: 5.886 loss_ce: 0.3111 loss_bbox: 0.1961 loss_giou: 0.3515 loss_ce_0: 0.5081 loss_bbox_0: 0.3299 loss_giou_0: 0.5401 loss_ce_1: 0.4082 loss_bbox_1: 0.2255 loss_giou_1: 0.3958 loss_ce_2: 0.3506 loss_bbox_2: 0.2102 loss_giou_2: 0.3668 loss_ce_3: 0.3191 loss_bbox_3: 0.1994 loss_giou_3: 0.3602 loss_ce_4: 0.3076 loss_bbox_4: 0.1964 loss_giou_4: 0.3527 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:42] d2.utils.events INFO: eta: 20:13:31 iter: 190119 total_loss: 5.378 loss_ce: 0.28 loss_bbox: 0.1655 loss_giou: 0.2905 loss_ce_0: 0.5094 loss_bbox_0: 0.295 loss_giou_0: 0.4888 loss_ce_1: 0.3975 loss_bbox_1: 0.2028 loss_giou_1: 0.3428 loss_ce_2: 0.332 loss_bbox_2: 0.1827 loss_giou_2: 0.3067 loss_ce_3: 0.2955 loss_bbox_3: 0.1693 loss_giou_3: 0.2891 loss_ce_4: 0.2856 loss_bbox_4: 0.1652 loss_giou_4: 0.2931 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:48] d2.utils.events INFO: eta: 20:13:56 iter: 190139 total_loss: 5.939 loss_ce: 0.313 loss_bbox: 0.1837 loss_giou: 0.3619 loss_ce_0: 0.5159 loss_bbox_0: 0.3198 loss_giou_0: 0.5559 loss_ce_1: 0.3948 loss_bbox_1: 0.2269 loss_giou_1: 0.4177 loss_ce_2: 0.3408 loss_bbox_2: 0.2059 loss_giou_2: 0.3862 loss_ce_3: 0.3179 loss_bbox_3: 0.19 loss_giou_3: 0.3718 loss_ce_4: 0.31 loss_bbox_4: 0.1917 loss_giou_4: 0.3654 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:54] d2.utils.events INFO: eta: 20:13:42 iter: 190159 total_loss: 5.817 loss_ce: 0.2694 loss_bbox: 0.186 loss_giou: 0.3516 loss_ce_0: 0.4911 loss_bbox_0: 0.2935 loss_giou_0: 0.5178 loss_ce_1: 0.3753 loss_bbox_1: 0.2122 loss_giou_1: 0.4059 loss_ce_2: 0.3113 loss_bbox_2: 0.1941 loss_giou_2: 0.3749 loss_ce_3: 0.2804 loss_bbox_3: 0.1909 loss_giou_3: 0.3564 loss_ce_4: 0.2709 loss_bbox_4: 0.1891 loss_giou_4: 0.356 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 04:42:59] d2.utils.events INFO: eta: 20:13:27 iter: 190179 total_loss: 5.633 loss_ce: 0.2878 loss_bbox: 0.1602 loss_giou: 0.3496 loss_ce_0: 0.4906 loss_bbox_0: 0.2874 loss_giou_0: 0.5495 loss_ce_1: 0.382 loss_bbox_1: 0.1978 loss_giou_1: 0.4097 loss_ce_2: 0.3274 loss_bbox_2: 0.1761 loss_giou_2: 0.3708 loss_ce_3: 0.3029 loss_bbox_3: 0.1665 loss_giou_3: 0.36 loss_ce_4: 0.2883 loss_bbox_4: 0.1628 loss_giou_4: 0.3574 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:05] d2.utils.events INFO: eta: 20:13:03 iter: 190199 total_loss: 5.751 loss_ce: 0.3 loss_bbox: 0.1793 loss_giou: 0.3525 loss_ce_0: 0.485 loss_bbox_0: 0.3037 loss_giou_0: 0.5277 loss_ce_1: 0.3869 loss_bbox_1: 0.2074 loss_giou_1: 0.4074 loss_ce_2: 0.3202 loss_bbox_2: 0.1911 loss_giou_2: 0.3727 loss_ce_3: 0.3053 loss_bbox_3: 0.1878 loss_giou_3: 0.3615 loss_ce_4: 0.2931 loss_bbox_4: 0.1838 loss_giou_4: 0.3534 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:11] d2.utils.events INFO: eta: 20:12:34 iter: 190219 total_loss: 5.746 loss_ce: 0.3004 loss_bbox: 0.1816 loss_giou: 0.3417 loss_ce_0: 0.4933 loss_bbox_0: 0.3102 loss_giou_0: 0.5157 loss_ce_1: 0.3942 loss_bbox_1: 0.2141 loss_giou_1: 0.3798 loss_ce_2: 0.3423 loss_bbox_2: 0.1986 loss_giou_2: 0.3602 loss_ce_3: 0.3036 loss_bbox_3: 0.196 loss_giou_3: 0.3604 loss_ce_4: 0.2944 loss_bbox_4: 0.1901 loss_giou_4: 0.3469 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:16] d2.utils.events INFO: eta: 20:12:28 iter: 190239 total_loss: 5.58 loss_ce: 0.2987 loss_bbox: 0.1796 loss_giou: 0.3306 loss_ce_0: 0.4789 loss_bbox_0: 0.3123 loss_giou_0: 0.5205 loss_ce_1: 0.4022 loss_bbox_1: 0.2094 loss_giou_1: 0.3918 loss_ce_2: 0.3423 loss_bbox_2: 0.1909 loss_giou_2: 0.3595 loss_ce_3: 0.3162 loss_bbox_3: 0.1851 loss_giou_3: 0.344 loss_ce_4: 0.3074 loss_bbox_4: 0.1834 loss_giou_4: 0.3352 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:22] d2.utils.events INFO: eta: 20:12:07 iter: 190259 total_loss: 6.065 loss_ce: 0.318 loss_bbox: 0.1794 loss_giou: 0.359 loss_ce_0: 0.5057 loss_bbox_0: 0.3197 loss_giou_0: 0.5773 loss_ce_1: 0.41 loss_bbox_1: 0.2162 loss_giou_1: 0.416 loss_ce_2: 0.3597 loss_bbox_2: 0.1965 loss_giou_2: 0.3815 loss_ce_3: 0.3257 loss_bbox_3: 0.1898 loss_giou_3: 0.3691 loss_ce_4: 0.3174 loss_bbox_4: 0.1854 loss_giou_4: 0.3631 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:28] d2.utils.events INFO: eta: 20:12:23 iter: 190279 total_loss: 5.935 loss_ce: 0.3141 loss_bbox: 0.1909 loss_giou: 0.3435 loss_ce_0: 0.4989 loss_bbox_0: 0.3416 loss_giou_0: 0.5321 loss_ce_1: 0.4105 loss_bbox_1: 0.2325 loss_giou_1: 0.3958 loss_ce_2: 0.3604 loss_bbox_2: 0.2086 loss_giou_2: 0.369 loss_ce_3: 0.3295 loss_bbox_3: 0.204 loss_giou_3: 0.3496 loss_ce_4: 0.3169 loss_bbox_4: 0.1978 loss_giou_4: 0.3487 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:33] d2.utils.events INFO: eta: 20:12:25 iter: 190299 total_loss: 5.493 loss_ce: 0.2918 loss_bbox: 0.1839 loss_giou: 0.3304 loss_ce_0: 0.4986 loss_bbox_0: 0.3198 loss_giou_0: 0.5252 loss_ce_1: 0.3994 loss_bbox_1: 0.2187 loss_giou_1: 0.3772 loss_ce_2: 0.338 loss_bbox_2: 0.1989 loss_giou_2: 0.3456 loss_ce_3: 0.3079 loss_bbox_3: 0.1931 loss_giou_3: 0.3364 loss_ce_4: 0.2961 loss_bbox_4: 0.1941 loss_giou_4: 0.3299 time: 0.2801 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:39] d2.utils.events INFO: eta: 20:12:33 iter: 190319 total_loss: 5.75 loss_ce: 0.2938 loss_bbox: 0.1776 loss_giou: 0.3444 loss_ce_0: 0.4902 loss_bbox_0: 0.3094 loss_giou_0: 0.5439 loss_ce_1: 0.3929 loss_bbox_1: 0.2196 loss_giou_1: 0.3935 loss_ce_2: 0.3231 loss_bbox_2: 0.1971 loss_giou_2: 0.363 loss_ce_3: 0.2944 loss_bbox_3: 0.1917 loss_giou_3: 0.3515 loss_ce_4: 0.2868 loss_bbox_4: 0.1818 loss_giou_4: 0.3475 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:45] d2.utils.events INFO: eta: 20:12:17 iter: 190339 total_loss: 5.677 loss_ce: 0.2932 loss_bbox: 0.1675 loss_giou: 0.3383 loss_ce_0: 0.5068 loss_bbox_0: 0.3077 loss_giou_0: 0.5307 loss_ce_1: 0.3979 loss_bbox_1: 0.2032 loss_giou_1: 0.3899 loss_ce_2: 0.3251 loss_bbox_2: 0.1853 loss_giou_2: 0.3567 loss_ce_3: 0.298 loss_bbox_3: 0.1727 loss_giou_3: 0.3512 loss_ce_4: 0.2951 loss_bbox_4: 0.1713 loss_giou_4: 0.3382 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:50] d2.utils.events INFO: eta: 20:11:24 iter: 190359 total_loss: 5.574 loss_ce: 0.2704 loss_bbox: 0.1939 loss_giou: 0.321 loss_ce_0: 0.4928 loss_bbox_0: 0.3269 loss_giou_0: 0.5286 loss_ce_1: 0.3765 loss_bbox_1: 0.2278 loss_giou_1: 0.3676 loss_ce_2: 0.318 loss_bbox_2: 0.2076 loss_giou_2: 0.3445 loss_ce_3: 0.2865 loss_bbox_3: 0.2028 loss_giou_3: 0.3301 loss_ce_4: 0.2712 loss_bbox_4: 0.1964 loss_giou_4: 0.3246 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 04:43:56] d2.utils.events INFO: eta: 20:11:19 iter: 190379 total_loss: 5.78 loss_ce: 0.2911 loss_bbox: 0.1758 loss_giou: 0.3681 loss_ce_0: 0.5028 loss_bbox_0: 0.3109 loss_giou_0: 0.5517 loss_ce_1: 0.4023 loss_bbox_1: 0.2096 loss_giou_1: 0.4232 loss_ce_2: 0.3409 loss_bbox_2: 0.1986 loss_giou_2: 0.3897 loss_ce_3: 0.306 loss_bbox_3: 0.1874 loss_giou_3: 0.3764 loss_ce_4: 0.3038 loss_bbox_4: 0.1789 loss_giou_4: 0.3666 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:02] d2.utils.events INFO: eta: 20:11:45 iter: 190399 total_loss: 5.765 loss_ce: 0.3012 loss_bbox: 0.1743 loss_giou: 0.3443 loss_ce_0: 0.5029 loss_bbox_0: 0.3114 loss_giou_0: 0.5468 loss_ce_1: 0.3922 loss_bbox_1: 0.2166 loss_giou_1: 0.4109 loss_ce_2: 0.3366 loss_bbox_2: 0.1925 loss_giou_2: 0.3783 loss_ce_3: 0.3099 loss_bbox_3: 0.1829 loss_giou_3: 0.3626 loss_ce_4: 0.3032 loss_bbox_4: 0.174 loss_giou_4: 0.3453 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:07] d2.utils.events INFO: eta: 20:11:38 iter: 190419 total_loss: 5.814 loss_ce: 0.3067 loss_bbox: 0.2082 loss_giou: 0.3422 loss_ce_0: 0.5175 loss_bbox_0: 0.3314 loss_giou_0: 0.544 loss_ce_1: 0.4032 loss_bbox_1: 0.236 loss_giou_1: 0.3905 loss_ce_2: 0.3449 loss_bbox_2: 0.2116 loss_giou_2: 0.3549 loss_ce_3: 0.3166 loss_bbox_3: 0.2107 loss_giou_3: 0.3478 loss_ce_4: 0.3023 loss_bbox_4: 0.2096 loss_giou_4: 0.3442 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:13] d2.utils.events INFO: eta: 20:11:19 iter: 190439 total_loss: 5.647 loss_ce: 0.2972 loss_bbox: 0.1913 loss_giou: 0.3479 loss_ce_0: 0.4974 loss_bbox_0: 0.3065 loss_giou_0: 0.5258 loss_ce_1: 0.393 loss_bbox_1: 0.226 loss_giou_1: 0.3761 loss_ce_2: 0.3205 loss_bbox_2: 0.2058 loss_giou_2: 0.3515 loss_ce_3: 0.2984 loss_bbox_3: 0.1958 loss_giou_3: 0.3451 loss_ce_4: 0.2966 loss_bbox_4: 0.1931 loss_giou_4: 0.3521 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:19] d2.utils.events INFO: eta: 20:11:09 iter: 190459 total_loss: 5.783 loss_ce: 0.2907 loss_bbox: 0.1882 loss_giou: 0.3582 loss_ce_0: 0.5031 loss_bbox_0: 0.3269 loss_giou_0: 0.5455 loss_ce_1: 0.4085 loss_bbox_1: 0.2221 loss_giou_1: 0.4058 loss_ce_2: 0.3307 loss_bbox_2: 0.2028 loss_giou_2: 0.3743 loss_ce_3: 0.3104 loss_bbox_3: 0.1933 loss_giou_3: 0.3636 loss_ce_4: 0.2973 loss_bbox_4: 0.1917 loss_giou_4: 0.362 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:24] d2.utils.events INFO: eta: 20:10:26 iter: 190479 total_loss: 5.545 loss_ce: 0.2891 loss_bbox: 0.1738 loss_giou: 0.3419 loss_ce_0: 0.4993 loss_bbox_0: 0.3132 loss_giou_0: 0.5112 loss_ce_1: 0.4035 loss_bbox_1: 0.2086 loss_giou_1: 0.3817 loss_ce_2: 0.3251 loss_bbox_2: 0.1858 loss_giou_2: 0.3548 loss_ce_3: 0.2883 loss_bbox_3: 0.1786 loss_giou_3: 0.3492 loss_ce_4: 0.2824 loss_bbox_4: 0.1729 loss_giou_4: 0.3484 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:30] d2.utils.events INFO: eta: 20:10:27 iter: 190499 total_loss: 5.643 loss_ce: 0.2693 loss_bbox: 0.1946 loss_giou: 0.3232 loss_ce_0: 0.4667 loss_bbox_0: 0.31 loss_giou_0: 0.5036 loss_ce_1: 0.3803 loss_bbox_1: 0.2232 loss_giou_1: 0.3663 loss_ce_2: 0.306 loss_bbox_2: 0.2102 loss_giou_2: 0.3454 loss_ce_3: 0.2764 loss_bbox_3: 0.1989 loss_giou_3: 0.3304 loss_ce_4: 0.2672 loss_bbox_4: 0.2029 loss_giou_4: 0.3251 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:36] d2.utils.events INFO: eta: 20:10:25 iter: 190519 total_loss: 5.596 loss_ce: 0.2849 loss_bbox: 0.1797 loss_giou: 0.3265 loss_ce_0: 0.4839 loss_bbox_0: 0.3053 loss_giou_0: 0.5 loss_ce_1: 0.3866 loss_bbox_1: 0.2096 loss_giou_1: 0.3644 loss_ce_2: 0.3185 loss_bbox_2: 0.1908 loss_giou_2: 0.3397 loss_ce_3: 0.2933 loss_bbox_3: 0.181 loss_giou_3: 0.3302 loss_ce_4: 0.284 loss_bbox_4: 0.1796 loss_giou_4: 0.3233 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:41] d2.utils.events INFO: eta: 20:10:58 iter: 190539 total_loss: 5.481 loss_ce: 0.268 loss_bbox: 0.1763 loss_giou: 0.3367 loss_ce_0: 0.47 loss_bbox_0: 0.2919 loss_giou_0: 0.5222 loss_ce_1: 0.3831 loss_bbox_1: 0.2035 loss_giou_1: 0.3812 loss_ce_2: 0.3142 loss_bbox_2: 0.1883 loss_giou_2: 0.3562 loss_ce_3: 0.2816 loss_bbox_3: 0.1789 loss_giou_3: 0.3471 loss_ce_4: 0.2579 loss_bbox_4: 0.1753 loss_giou_4: 0.3349 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:47] d2.utils.events INFO: eta: 20:10:41 iter: 190559 total_loss: 5.67 loss_ce: 0.2834 loss_bbox: 0.1877 loss_giou: 0.336 loss_ce_0: 0.4918 loss_bbox_0: 0.3141 loss_giou_0: 0.5011 loss_ce_1: 0.3918 loss_bbox_1: 0.2275 loss_giou_1: 0.3781 loss_ce_2: 0.3225 loss_bbox_2: 0.1993 loss_giou_2: 0.3522 loss_ce_3: 0.2916 loss_bbox_3: 0.1929 loss_giou_3: 0.3446 loss_ce_4: 0.2812 loss_bbox_4: 0.1858 loss_giou_4: 0.3368 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:44:53] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 04:44:53] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 04:44:53] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 04:44:53] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 04:44:54] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 04:44:54] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 04:45:01] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0508 s/iter. Eval: 0.0003 s/iter. Total: 0.0521 s/iter. ETA=0:00:32 [11/03 04:45:06] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0029 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0517 s/iter. ETA=0:00:26 [11/03 04:45:11] d2.evaluation.evaluator INFO: Inference done 204/625. Dataloading: 0.0028 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:21 [11/03 04:45:16] d2.evaluation.evaluator INFO: Inference done 296/625. Dataloading: 0.0030 s/iter. Inference: 0.0494 s/iter. Eval: 0.0004 s/iter. Total: 0.0528 s/iter. ETA=0:00:17 [11/03 04:45:21] d2.evaluation.evaluator INFO: Inference done 394/625. Dataloading: 0.0029 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:12 [11/03 04:45:26] d2.evaluation.evaluator INFO: Inference done 489/625. Dataloading: 0.0029 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:07 [11/03 04:45:31] d2.evaluation.evaluator INFO: Inference done 591/625. Dataloading: 0.0028 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:01 [11/03 04:45:33] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.561376 (0.052518 s / iter per device, on 8 devices) [11/03 04:45:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048755 s / iter per device, on 8 devices) [11/03 04:45:42] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 04:45:42] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 04:45:44] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 04:45:47] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 04:46:02] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.93 seconds. [11/03 04:46:03] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 04:46:04] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.47 seconds. [11/03 04:46:04] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.270 | 60.145 | 44.024 | 24.372 | 44.569 | 56.641 | [11/03 04:46:04] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.236 | bicycle | 28.498 | car | 41.708 | | motorcycle | 42.365 | airplane | 67.279 | bus | 65.224 | | train | 62.557 | truck | 37.602 | boat | 24.073 | | traffic light | 26.997 | fire hydrant | 67.770 | stop sign | 67.956 | | parking meter | 45.770 | bench | 24.933 | bird | 37.119 | | cat | 69.893 | dog | 61.719 | horse | 59.437 | | sheep | 50.242 | cow | 57.964 | elephant | 64.222 | | bear | 73.038 | zebra | 65.668 | giraffe | 66.670 | | backpack | 14.425 | umbrella | 36.497 | handbag | 12.984 | | tie | 31.399 | suitcase | 37.944 | frisbee | 67.207 | | skis | 26.318 | snowboard | 39.084 | sports ball | 45.720 | | kite | 45.218 | baseball bat | 28.602 | baseball glove | 39.042 | | skateboard | 52.013 | surfboard | 38.153 | tennis racket | 48.051 | | bottle | 36.960 | wine glass | 32.099 | cup | 38.877 | | fork | 31.920 | knife | 14.413 | spoon | 18.026 | | bowl | 42.059 | banana | 22.893 | apple | 19.972 | | sandwich | 35.904 | orange | 30.732 | broccoli | 20.983 | | carrot | 20.026 | hot dog | 36.294 | pizza | 53.230 | | donut | 46.111 | cake | 37.159 | chair | 25.401 | | couch | 45.757 | potted plant | 24.688 | bed | 45.132 | | dining table | 28.772 | toilet | 63.146 | tv | 55.408 | | laptop | 58.305 | mouse | 59.270 | remote | 28.053 | | keyboard | 50.085 | cell phone | 35.813 | microwave | 61.645 | | oven | 33.533 | toaster | 27.017 | sink | 35.906 | | refrigerator | 59.441 | book | 11.944 | clock | 50.350 | | vase | 37.802 | scissors | 32.199 | teddy bear | 40.318 | | hair drier | 6.781 | toothbrush | 22.601 | | | [11/03 04:46:05] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 04:46:05] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 04:46:05] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 04:46:05] d2.evaluation.testing INFO: copypaste: 41.2702,60.1452,44.0236,24.3721,44.5687,56.6412 [11/03 04:46:05] d2.utils.events INFO: eta: 20:10:40 iter: 190579 total_loss: 5.364 loss_ce: 0.2808 loss_bbox: 0.1734 loss_giou: 0.3257 loss_ce_0: 0.4933 loss_bbox_0: 0.299 loss_giou_0: 0.5168 loss_ce_1: 0.3889 loss_bbox_1: 0.207 loss_giou_1: 0.374 loss_ce_2: 0.3263 loss_bbox_2: 0.1836 loss_giou_2: 0.3461 loss_ce_3: 0.2914 loss_bbox_3: 0.1801 loss_giou_3: 0.3379 loss_ce_4: 0.2802 loss_bbox_4: 0.1751 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:11] d2.utils.events INFO: eta: 20:10:59 iter: 190599 total_loss: 6.073 loss_ce: 0.3164 loss_bbox: 0.1844 loss_giou: 0.3434 loss_ce_0: 0.5167 loss_bbox_0: 0.3371 loss_giou_0: 0.5511 loss_ce_1: 0.4106 loss_bbox_1: 0.2248 loss_giou_1: 0.4003 loss_ce_2: 0.3475 loss_bbox_2: 0.2008 loss_giou_2: 0.368 loss_ce_3: 0.3235 loss_bbox_3: 0.1924 loss_giou_3: 0.354 loss_ce_4: 0.3188 loss_bbox_4: 0.1885 loss_giou_4: 0.3529 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:16] d2.utils.events INFO: eta: 20:10:42 iter: 190619 total_loss: 5.689 loss_ce: 0.3112 loss_bbox: 0.1809 loss_giou: 0.3124 loss_ce_0: 0.5107 loss_bbox_0: 0.3131 loss_giou_0: 0.4972 loss_ce_1: 0.41 loss_bbox_1: 0.2171 loss_giou_1: 0.374 loss_ce_2: 0.3451 loss_bbox_2: 0.1909 loss_giou_2: 0.3396 loss_ce_3: 0.3261 loss_bbox_3: 0.1854 loss_giou_3: 0.3222 loss_ce_4: 0.3135 loss_bbox_4: 0.1823 loss_giou_4: 0.3151 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:22] d2.utils.events INFO: eta: 20:11:05 iter: 190639 total_loss: 5.744 loss_ce: 0.2969 loss_bbox: 0.1817 loss_giou: 0.3238 loss_ce_0: 0.5068 loss_bbox_0: 0.3246 loss_giou_0: 0.5159 loss_ce_1: 0.4012 loss_bbox_1: 0.2177 loss_giou_1: 0.3773 loss_ce_2: 0.3461 loss_bbox_2: 0.1962 loss_giou_2: 0.3491 loss_ce_3: 0.3062 loss_bbox_3: 0.1872 loss_giou_3: 0.3328 loss_ce_4: 0.3007 loss_bbox_4: 0.1847 loss_giou_4: 0.3287 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:28] d2.utils.events INFO: eta: 20:11:28 iter: 190659 total_loss: 5.838 loss_ce: 0.2849 loss_bbox: 0.1906 loss_giou: 0.3294 loss_ce_0: 0.5054 loss_bbox_0: 0.3194 loss_giou_0: 0.5124 loss_ce_1: 0.4008 loss_bbox_1: 0.2281 loss_giou_1: 0.3818 loss_ce_2: 0.3344 loss_bbox_2: 0.2066 loss_giou_2: 0.347 loss_ce_3: 0.3015 loss_bbox_3: 0.1969 loss_giou_3: 0.3392 loss_ce_4: 0.2939 loss_bbox_4: 0.1953 loss_giou_4: 0.3332 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:33] d2.utils.events INFO: eta: 20:11:43 iter: 190679 total_loss: 5.531 loss_ce: 0.2672 loss_bbox: 0.1709 loss_giou: 0.329 loss_ce_0: 0.477 loss_bbox_0: 0.3133 loss_giou_0: 0.5003 loss_ce_1: 0.3786 loss_bbox_1: 0.2116 loss_giou_1: 0.376 loss_ce_2: 0.3101 loss_bbox_2: 0.1897 loss_giou_2: 0.3435 loss_ce_3: 0.2829 loss_bbox_3: 0.1765 loss_giou_3: 0.3353 loss_ce_4: 0.2677 loss_bbox_4: 0.171 loss_giou_4: 0.3292 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:39] d2.utils.events INFO: eta: 20:11:35 iter: 190699 total_loss: 5.864 loss_ce: 0.3068 loss_bbox: 0.1993 loss_giou: 0.3397 loss_ce_0: 0.5108 loss_bbox_0: 0.3273 loss_giou_0: 0.5162 loss_ce_1: 0.4009 loss_bbox_1: 0.2276 loss_giou_1: 0.3831 loss_ce_2: 0.331 loss_bbox_2: 0.211 loss_giou_2: 0.3574 loss_ce_3: 0.315 loss_bbox_3: 0.2072 loss_giou_3: 0.3465 loss_ce_4: 0.3111 loss_bbox_4: 0.2063 loss_giou_4: 0.3465 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:45] d2.utils.events INFO: eta: 20:11:29 iter: 190719 total_loss: 5.745 loss_ce: 0.2933 loss_bbox: 0.1926 loss_giou: 0.3528 loss_ce_0: 0.4951 loss_bbox_0: 0.3269 loss_giou_0: 0.5397 loss_ce_1: 0.3887 loss_bbox_1: 0.228 loss_giou_1: 0.3943 loss_ce_2: 0.3319 loss_bbox_2: 0.2054 loss_giou_2: 0.3828 loss_ce_3: 0.3 loss_bbox_3: 0.1996 loss_giou_3: 0.3587 loss_ce_4: 0.2966 loss_bbox_4: 0.1931 loss_giou_4: 0.3483 time: 0.2801 data_time: 0.0346 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:50] d2.utils.events INFO: eta: 20:11:32 iter: 190739 total_loss: 5.328 loss_ce: 0.262 loss_bbox: 0.1784 loss_giou: 0.3072 loss_ce_0: 0.4772 loss_bbox_0: 0.3072 loss_giou_0: 0.4823 loss_ce_1: 0.3759 loss_bbox_1: 0.2097 loss_giou_1: 0.3498 loss_ce_2: 0.304 loss_bbox_2: 0.1888 loss_giou_2: 0.3259 loss_ce_3: 0.2748 loss_bbox_3: 0.1842 loss_giou_3: 0.3163 loss_ce_4: 0.2716 loss_bbox_4: 0.1821 loss_giou_4: 0.3109 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 04:46:56] d2.utils.events INFO: eta: 20:11:20 iter: 190759 total_loss: 5.567 loss_ce: 0.2716 loss_bbox: 0.1937 loss_giou: 0.3108 loss_ce_0: 0.4858 loss_bbox_0: 0.3097 loss_giou_0: 0.4623 loss_ce_1: 0.3746 loss_bbox_1: 0.2267 loss_giou_1: 0.3454 loss_ce_2: 0.3075 loss_bbox_2: 0.203 loss_giou_2: 0.328 loss_ce_3: 0.2827 loss_bbox_3: 0.1954 loss_giou_3: 0.3231 loss_ce_4: 0.2649 loss_bbox_4: 0.1911 loss_giou_4: 0.3144 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:02] d2.utils.events INFO: eta: 20:11:09 iter: 190779 total_loss: 5.886 loss_ce: 0.2926 loss_bbox: 0.1866 loss_giou: 0.3614 loss_ce_0: 0.5093 loss_bbox_0: 0.3217 loss_giou_0: 0.5562 loss_ce_1: 0.3966 loss_bbox_1: 0.2156 loss_giou_1: 0.4197 loss_ce_2: 0.3415 loss_bbox_2: 0.197 loss_giou_2: 0.3901 loss_ce_3: 0.3043 loss_bbox_3: 0.1899 loss_giou_3: 0.378 loss_ce_4: 0.2992 loss_bbox_4: 0.1862 loss_giou_4: 0.3679 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:07] d2.utils.events INFO: eta: 20:11:04 iter: 190799 total_loss: 5.937 loss_ce: 0.3026 loss_bbox: 0.1967 loss_giou: 0.3337 loss_ce_0: 0.4914 loss_bbox_0: 0.3322 loss_giou_0: 0.5185 loss_ce_1: 0.399 loss_bbox_1: 0.2337 loss_giou_1: 0.3844 loss_ce_2: 0.3402 loss_bbox_2: 0.217 loss_giou_2: 0.3509 loss_ce_3: 0.3149 loss_bbox_3: 0.2087 loss_giou_3: 0.3357 loss_ce_4: 0.3137 loss_bbox_4: 0.1988 loss_giou_4: 0.3322 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:13] d2.utils.events INFO: eta: 20:11:06 iter: 190819 total_loss: 5.8 loss_ce: 0.3155 loss_bbox: 0.2026 loss_giou: 0.3186 loss_ce_0: 0.514 loss_bbox_0: 0.3259 loss_giou_0: 0.4869 loss_ce_1: 0.4133 loss_bbox_1: 0.2385 loss_giou_1: 0.3693 loss_ce_2: 0.3447 loss_bbox_2: 0.2189 loss_giou_2: 0.3309 loss_ce_3: 0.3267 loss_bbox_3: 0.2059 loss_giou_3: 0.3263 loss_ce_4: 0.3195 loss_bbox_4: 0.2032 loss_giou_4: 0.3248 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:19] d2.utils.events INFO: eta: 20:10:58 iter: 190839 total_loss: 5.85 loss_ce: 0.2979 loss_bbox: 0.1844 loss_giou: 0.3337 loss_ce_0: 0.5133 loss_bbox_0: 0.3295 loss_giou_0: 0.5353 loss_ce_1: 0.4049 loss_bbox_1: 0.2233 loss_giou_1: 0.3853 loss_ce_2: 0.3465 loss_bbox_2: 0.2025 loss_giou_2: 0.3505 loss_ce_3: 0.3104 loss_bbox_3: 0.1929 loss_giou_3: 0.3429 loss_ce_4: 0.2997 loss_bbox_4: 0.1918 loss_giou_4: 0.3367 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:24] d2.utils.events INFO: eta: 20:10:35 iter: 190859 total_loss: 5.847 loss_ce: 0.2932 loss_bbox: 0.1889 loss_giou: 0.3579 loss_ce_0: 0.4784 loss_bbox_0: 0.3141 loss_giou_0: 0.5376 loss_ce_1: 0.3909 loss_bbox_1: 0.2235 loss_giou_1: 0.4022 loss_ce_2: 0.3341 loss_bbox_2: 0.2012 loss_giou_2: 0.3781 loss_ce_3: 0.3082 loss_bbox_3: 0.1962 loss_giou_3: 0.3698 loss_ce_4: 0.297 loss_bbox_4: 0.1868 loss_giou_4: 0.3614 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:30] d2.utils.events INFO: eta: 20:10:01 iter: 190879 total_loss: 5.681 loss_ce: 0.2748 loss_bbox: 0.1855 loss_giou: 0.345 loss_ce_0: 0.5046 loss_bbox_0: 0.3228 loss_giou_0: 0.5072 loss_ce_1: 0.3753 loss_bbox_1: 0.2157 loss_giou_1: 0.3885 loss_ce_2: 0.3094 loss_bbox_2: 0.2012 loss_giou_2: 0.3575 loss_ce_3: 0.2864 loss_bbox_3: 0.1887 loss_giou_3: 0.3485 loss_ce_4: 0.2751 loss_bbox_4: 0.1887 loss_giou_4: 0.3425 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:36] d2.utils.events INFO: eta: 20:10:03 iter: 190899 total_loss: 6.003 loss_ce: 0.3034 loss_bbox: 0.193 loss_giou: 0.3522 loss_ce_0: 0.5184 loss_bbox_0: 0.331 loss_giou_0: 0.5458 loss_ce_1: 0.4094 loss_bbox_1: 0.225 loss_giou_1: 0.4105 loss_ce_2: 0.3427 loss_bbox_2: 0.2094 loss_giou_2: 0.3741 loss_ce_3: 0.3107 loss_bbox_3: 0.2033 loss_giou_3: 0.3598 loss_ce_4: 0.2968 loss_bbox_4: 0.1962 loss_giou_4: 0.3513 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:41] d2.utils.events INFO: eta: 20:09:42 iter: 190919 total_loss: 5.741 loss_ce: 0.3045 loss_bbox: 0.184 loss_giou: 0.3349 loss_ce_0: 0.5154 loss_bbox_0: 0.3021 loss_giou_0: 0.515 loss_ce_1: 0.4132 loss_bbox_1: 0.2183 loss_giou_1: 0.3826 loss_ce_2: 0.3471 loss_bbox_2: 0.1988 loss_giou_2: 0.3582 loss_ce_3: 0.3099 loss_bbox_3: 0.1926 loss_giou_3: 0.3446 loss_ce_4: 0.3011 loss_bbox_4: 0.1874 loss_giou_4: 0.3396 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:47] d2.utils.events INFO: eta: 20:09:52 iter: 190939 total_loss: 5.905 loss_ce: 0.2981 loss_bbox: 0.1889 loss_giou: 0.3503 loss_ce_0: 0.5063 loss_bbox_0: 0.3249 loss_giou_0: 0.5353 loss_ce_1: 0.414 loss_bbox_1: 0.224 loss_giou_1: 0.4015 loss_ce_2: 0.3507 loss_bbox_2: 0.2051 loss_giou_2: 0.37 loss_ce_3: 0.3054 loss_bbox_3: 0.192 loss_giou_3: 0.3577 loss_ce_4: 0.2982 loss_bbox_4: 0.1886 loss_giou_4: 0.3514 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:53] d2.utils.events INFO: eta: 20:10:18 iter: 190959 total_loss: 5.792 loss_ce: 0.3064 loss_bbox: 0.1852 loss_giou: 0.3497 loss_ce_0: 0.5139 loss_bbox_0: 0.3128 loss_giou_0: 0.5206 loss_ce_1: 0.4323 loss_bbox_1: 0.2157 loss_giou_1: 0.3973 loss_ce_2: 0.3537 loss_bbox_2: 0.1989 loss_giou_2: 0.3624 loss_ce_3: 0.3231 loss_bbox_3: 0.1916 loss_giou_3: 0.3528 loss_ce_4: 0.3035 loss_bbox_4: 0.1883 loss_giou_4: 0.3501 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 04:47:58] d2.utils.events INFO: eta: 20:10:03 iter: 190979 total_loss: 5.98 loss_ce: 0.3018 loss_bbox: 0.2006 loss_giou: 0.3648 loss_ce_0: 0.5148 loss_bbox_0: 0.3221 loss_giou_0: 0.5477 loss_ce_1: 0.4026 loss_bbox_1: 0.227 loss_giou_1: 0.4122 loss_ce_2: 0.3606 loss_bbox_2: 0.2099 loss_giou_2: 0.3802 loss_ce_3: 0.3129 loss_bbox_3: 0.2071 loss_giou_3: 0.3698 loss_ce_4: 0.3052 loss_bbox_4: 0.2039 loss_giou_4: 0.3711 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:04] d2.utils.events INFO: eta: 20:09:57 iter: 190999 total_loss: 5.711 loss_ce: 0.2878 loss_bbox: 0.1858 loss_giou: 0.3457 loss_ce_0: 0.4917 loss_bbox_0: 0.3123 loss_giou_0: 0.5274 loss_ce_1: 0.4004 loss_bbox_1: 0.2203 loss_giou_1: 0.3997 loss_ce_2: 0.3293 loss_bbox_2: 0.201 loss_giou_2: 0.3678 loss_ce_3: 0.2984 loss_bbox_3: 0.1961 loss_giou_3: 0.3515 loss_ce_4: 0.2845 loss_bbox_4: 0.1881 loss_giou_4: 0.3452 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:10] d2.utils.events INFO: eta: 20:10:07 iter: 191019 total_loss: 6.006 loss_ce: 0.3022 loss_bbox: 0.1789 loss_giou: 0.3477 loss_ce_0: 0.5132 loss_bbox_0: 0.325 loss_giou_0: 0.5429 loss_ce_1: 0.4197 loss_bbox_1: 0.2201 loss_giou_1: 0.3969 loss_ce_2: 0.3464 loss_bbox_2: 0.2022 loss_giou_2: 0.3706 loss_ce_3: 0.3167 loss_bbox_3: 0.1861 loss_giou_3: 0.3603 loss_ce_4: 0.3037 loss_bbox_4: 0.1851 loss_giou_4: 0.3496 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:15] d2.utils.events INFO: eta: 20:09:33 iter: 191039 total_loss: 5.767 loss_ce: 0.3093 loss_bbox: 0.1749 loss_giou: 0.3326 loss_ce_0: 0.5101 loss_bbox_0: 0.3048 loss_giou_0: 0.5164 loss_ce_1: 0.4133 loss_bbox_1: 0.2099 loss_giou_1: 0.3818 loss_ce_2: 0.3562 loss_bbox_2: 0.1853 loss_giou_2: 0.3466 loss_ce_3: 0.3177 loss_bbox_3: 0.1844 loss_giou_3: 0.3372 loss_ce_4: 0.3066 loss_bbox_4: 0.1812 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:21] d2.utils.events INFO: eta: 20:09:49 iter: 191059 total_loss: 5.452 loss_ce: 0.2827 loss_bbox: 0.1844 loss_giou: 0.3108 loss_ce_0: 0.4882 loss_bbox_0: 0.3085 loss_giou_0: 0.4884 loss_ce_1: 0.3856 loss_bbox_1: 0.2296 loss_giou_1: 0.3563 loss_ce_2: 0.3167 loss_bbox_2: 0.2064 loss_giou_2: 0.3309 loss_ce_3: 0.29 loss_bbox_3: 0.1969 loss_giou_3: 0.3235 loss_ce_4: 0.2843 loss_bbox_4: 0.1875 loss_giou_4: 0.3154 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:27] d2.utils.events INFO: eta: 20:09:00 iter: 191079 total_loss: 5.894 loss_ce: 0.298 loss_bbox: 0.1902 loss_giou: 0.3299 loss_ce_0: 0.4973 loss_bbox_0: 0.3246 loss_giou_0: 0.5115 loss_ce_1: 0.3829 loss_bbox_1: 0.2272 loss_giou_1: 0.3948 loss_ce_2: 0.3402 loss_bbox_2: 0.2054 loss_giou_2: 0.3489 loss_ce_3: 0.3041 loss_bbox_3: 0.1973 loss_giou_3: 0.3346 loss_ce_4: 0.2894 loss_bbox_4: 0.196 loss_giou_4: 0.3298 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:33] d2.utils.events INFO: eta: 20:08:44 iter: 191099 total_loss: 5.701 loss_ce: 0.3048 loss_bbox: 0.1807 loss_giou: 0.3218 loss_ce_0: 0.5009 loss_bbox_0: 0.3256 loss_giou_0: 0.5075 loss_ce_1: 0.4 loss_bbox_1: 0.2239 loss_giou_1: 0.3719 loss_ce_2: 0.3335 loss_bbox_2: 0.2003 loss_giou_2: 0.3422 loss_ce_3: 0.3138 loss_bbox_3: 0.1849 loss_giou_3: 0.3288 loss_ce_4: 0.3058 loss_bbox_4: 0.1822 loss_giou_4: 0.3269 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:38] d2.utils.events INFO: eta: 20:08:49 iter: 191119 total_loss: 5.415 loss_ce: 0.2757 loss_bbox: 0.1755 loss_giou: 0.3193 loss_ce_0: 0.5068 loss_bbox_0: 0.2964 loss_giou_0: 0.4915 loss_ce_1: 0.3824 loss_bbox_1: 0.2075 loss_giou_1: 0.372 loss_ce_2: 0.3159 loss_bbox_2: 0.1889 loss_giou_2: 0.3479 loss_ce_3: 0.2824 loss_bbox_3: 0.1839 loss_giou_3: 0.3288 loss_ce_4: 0.2691 loss_bbox_4: 0.1809 loss_giou_4: 0.3157 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:44] d2.utils.events INFO: eta: 20:08:28 iter: 191139 total_loss: 5.741 loss_ce: 0.2955 loss_bbox: 0.1833 loss_giou: 0.3436 loss_ce_0: 0.4889 loss_bbox_0: 0.3153 loss_giou_0: 0.5328 loss_ce_1: 0.3959 loss_bbox_1: 0.2219 loss_giou_1: 0.3948 loss_ce_2: 0.3322 loss_bbox_2: 0.2034 loss_giou_2: 0.3683 loss_ce_3: 0.2996 loss_bbox_3: 0.1945 loss_giou_3: 0.358 loss_ce_4: 0.2918 loss_bbox_4: 0.187 loss_giou_4: 0.3481 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:50] d2.utils.events INFO: eta: 20:08:50 iter: 191159 total_loss: 5.954 loss_ce: 0.3178 loss_bbox: 0.1989 loss_giou: 0.3516 loss_ce_0: 0.5193 loss_bbox_0: 0.3199 loss_giou_0: 0.5425 loss_ce_1: 0.4119 loss_bbox_1: 0.2322 loss_giou_1: 0.393 loss_ce_2: 0.3685 loss_bbox_2: 0.2074 loss_giou_2: 0.3668 loss_ce_3: 0.3417 loss_bbox_3: 0.2056 loss_giou_3: 0.3605 loss_ce_4: 0.3336 loss_bbox_4: 0.2033 loss_giou_4: 0.3559 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 04:48:55] d2.utils.events INFO: eta: 20:08:37 iter: 191179 total_loss: 5.68 loss_ce: 0.2932 loss_bbox: 0.1895 loss_giou: 0.3337 loss_ce_0: 0.5037 loss_bbox_0: 0.3124 loss_giou_0: 0.5296 loss_ce_1: 0.3798 loss_bbox_1: 0.2285 loss_giou_1: 0.3821 loss_ce_2: 0.3274 loss_bbox_2: 0.2119 loss_giou_2: 0.3475 loss_ce_3: 0.2998 loss_bbox_3: 0.1961 loss_giou_3: 0.3418 loss_ce_4: 0.2936 loss_bbox_4: 0.194 loss_giou_4: 0.3341 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:01] d2.utils.events INFO: eta: 20:08:26 iter: 191199 total_loss: 5.86 loss_ce: 0.2964 loss_bbox: 0.1949 loss_giou: 0.3365 loss_ce_0: 0.5007 loss_bbox_0: 0.3363 loss_giou_0: 0.5148 loss_ce_1: 0.4062 loss_bbox_1: 0.2303 loss_giou_1: 0.3794 loss_ce_2: 0.346 loss_bbox_2: 0.2221 loss_giou_2: 0.355 loss_ce_3: 0.3135 loss_bbox_3: 0.2059 loss_giou_3: 0.3458 loss_ce_4: 0.2995 loss_bbox_4: 0.1977 loss_giou_4: 0.3412 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:07] d2.utils.events INFO: eta: 20:08:42 iter: 191219 total_loss: 5.524 loss_ce: 0.2819 loss_bbox: 0.1983 loss_giou: 0.3346 loss_ce_0: 0.4785 loss_bbox_0: 0.3066 loss_giou_0: 0.5073 loss_ce_1: 0.3876 loss_bbox_1: 0.2259 loss_giou_1: 0.3801 loss_ce_2: 0.3208 loss_bbox_2: 0.205 loss_giou_2: 0.3462 loss_ce_3: 0.3047 loss_bbox_3: 0.1982 loss_giou_3: 0.3407 loss_ce_4: 0.284 loss_bbox_4: 0.2 loss_giou_4: 0.3362 time: 0.2801 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:13] d2.utils.events INFO: eta: 20:08:15 iter: 191239 total_loss: 5.517 loss_ce: 0.2827 loss_bbox: 0.187 loss_giou: 0.3144 loss_ce_0: 0.4835 loss_bbox_0: 0.302 loss_giou_0: 0.5084 loss_ce_1: 0.4009 loss_bbox_1: 0.2262 loss_giou_1: 0.3735 loss_ce_2: 0.3424 loss_bbox_2: 0.2006 loss_giou_2: 0.3416 loss_ce_3: 0.3079 loss_bbox_3: 0.1871 loss_giou_3: 0.3309 loss_ce_4: 0.2879 loss_bbox_4: 0.1883 loss_giou_4: 0.3241 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:18] d2.utils.events INFO: eta: 20:08:06 iter: 191259 total_loss: 5.705 loss_ce: 0.289 loss_bbox: 0.1823 loss_giou: 0.332 loss_ce_0: 0.502 loss_bbox_0: 0.3157 loss_giou_0: 0.5213 loss_ce_1: 0.4021 loss_bbox_1: 0.2126 loss_giou_1: 0.3763 loss_ce_2: 0.3281 loss_bbox_2: 0.1907 loss_giou_2: 0.3441 loss_ce_3: 0.3146 loss_bbox_3: 0.1873 loss_giou_3: 0.3346 loss_ce_4: 0.2918 loss_bbox_4: 0.1866 loss_giou_4: 0.3373 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:24] d2.utils.events INFO: eta: 20:08:01 iter: 191279 total_loss: 5.716 loss_ce: 0.2866 loss_bbox: 0.1865 loss_giou: 0.3422 loss_ce_0: 0.504 loss_bbox_0: 0.3135 loss_giou_0: 0.5276 loss_ce_1: 0.3955 loss_bbox_1: 0.2202 loss_giou_1: 0.3865 loss_ce_2: 0.3432 loss_bbox_2: 0.1982 loss_giou_2: 0.3613 loss_ce_3: 0.3035 loss_bbox_3: 0.187 loss_giou_3: 0.3506 loss_ce_4: 0.292 loss_bbox_4: 0.1839 loss_giou_4: 0.3488 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:30] d2.utils.events INFO: eta: 20:08:04 iter: 191299 total_loss: 5.709 loss_ce: 0.3066 loss_bbox: 0.1797 loss_giou: 0.3293 loss_ce_0: 0.502 loss_bbox_0: 0.3042 loss_giou_0: 0.5273 loss_ce_1: 0.4083 loss_bbox_1: 0.2167 loss_giou_1: 0.3822 loss_ce_2: 0.3567 loss_bbox_2: 0.1924 loss_giou_2: 0.3502 loss_ce_3: 0.3175 loss_bbox_3: 0.1865 loss_giou_3: 0.33 loss_ce_4: 0.3051 loss_bbox_4: 0.1827 loss_giou_4: 0.3307 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:36] d2.utils.events INFO: eta: 20:07:58 iter: 191319 total_loss: 5.774 loss_ce: 0.312 loss_bbox: 0.1865 loss_giou: 0.3473 loss_ce_0: 0.4925 loss_bbox_0: 0.3088 loss_giou_0: 0.5485 loss_ce_1: 0.402 loss_bbox_1: 0.2189 loss_giou_1: 0.4061 loss_ce_2: 0.3439 loss_bbox_2: 0.2022 loss_giou_2: 0.3718 loss_ce_3: 0.3205 loss_bbox_3: 0.1926 loss_giou_3: 0.3589 loss_ce_4: 0.3166 loss_bbox_4: 0.1906 loss_giou_4: 0.3483 time: 0.2801 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:41] d2.utils.events INFO: eta: 20:08:08 iter: 191339 total_loss: 6.012 loss_ce: 0.3027 loss_bbox: 0.1905 loss_giou: 0.3637 loss_ce_0: 0.5017 loss_bbox_0: 0.3294 loss_giou_0: 0.5687 loss_ce_1: 0.3984 loss_bbox_1: 0.2286 loss_giou_1: 0.4269 loss_ce_2: 0.342 loss_bbox_2: 0.2136 loss_giou_2: 0.3939 loss_ce_3: 0.3177 loss_bbox_3: 0.2024 loss_giou_3: 0.3854 loss_ce_4: 0.3092 loss_bbox_4: 0.1956 loss_giou_4: 0.3649 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:47] d2.utils.events INFO: eta: 20:08:03 iter: 191359 total_loss: 5.896 loss_ce: 0.3238 loss_bbox: 0.1959 loss_giou: 0.3473 loss_ce_0: 0.5161 loss_bbox_0: 0.3214 loss_giou_0: 0.5254 loss_ce_1: 0.409 loss_bbox_1: 0.226 loss_giou_1: 0.401 loss_ce_2: 0.3687 loss_bbox_2: 0.203 loss_giou_2: 0.3741 loss_ce_3: 0.339 loss_bbox_3: 0.1949 loss_giou_3: 0.3566 loss_ce_4: 0.3237 loss_bbox_4: 0.1995 loss_giou_4: 0.348 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:53] d2.utils.events INFO: eta: 20:08:20 iter: 191379 total_loss: 5.931 loss_ce: 0.2998 loss_bbox: 0.2006 loss_giou: 0.3493 loss_ce_0: 0.4858 loss_bbox_0: 0.3288 loss_giou_0: 0.5346 loss_ce_1: 0.3851 loss_bbox_1: 0.2254 loss_giou_1: 0.3969 loss_ce_2: 0.3306 loss_bbox_2: 0.2144 loss_giou_2: 0.3702 loss_ce_3: 0.3034 loss_bbox_3: 0.2048 loss_giou_3: 0.3557 loss_ce_4: 0.296 loss_bbox_4: 0.2036 loss_giou_4: 0.3539 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 04:49:58] d2.utils.events INFO: eta: 20:07:35 iter: 191399 total_loss: 5.885 loss_ce: 0.2925 loss_bbox: 0.1766 loss_giou: 0.3577 loss_ce_0: 0.4921 loss_bbox_0: 0.3007 loss_giou_0: 0.5519 loss_ce_1: 0.3981 loss_bbox_1: 0.2032 loss_giou_1: 0.4075 loss_ce_2: 0.3361 loss_bbox_2: 0.1888 loss_giou_2: 0.3779 loss_ce_3: 0.3161 loss_bbox_3: 0.1811 loss_giou_3: 0.3647 loss_ce_4: 0.2966 loss_bbox_4: 0.1813 loss_giou_4: 0.3601 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:04] d2.utils.events INFO: eta: 20:08:12 iter: 191419 total_loss: 5.678 loss_ce: 0.301 loss_bbox: 0.184 loss_giou: 0.3248 loss_ce_0: 0.5002 loss_bbox_0: 0.3084 loss_giou_0: 0.519 loss_ce_1: 0.3896 loss_bbox_1: 0.2165 loss_giou_1: 0.3814 loss_ce_2: 0.3428 loss_bbox_2: 0.1987 loss_giou_2: 0.3447 loss_ce_3: 0.3102 loss_bbox_3: 0.191 loss_giou_3: 0.3332 loss_ce_4: 0.2976 loss_bbox_4: 0.1879 loss_giou_4: 0.3289 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:09] d2.utils.events INFO: eta: 20:08:10 iter: 191439 total_loss: 5.743 loss_ce: 0.3005 loss_bbox: 0.1997 loss_giou: 0.345 loss_ce_0: 0.5074 loss_bbox_0: 0.3295 loss_giou_0: 0.5125 loss_ce_1: 0.4034 loss_bbox_1: 0.233 loss_giou_1: 0.3909 loss_ce_2: 0.3384 loss_bbox_2: 0.2094 loss_giou_2: 0.352 loss_ce_3: 0.3134 loss_bbox_3: 0.202 loss_giou_3: 0.3486 loss_ce_4: 0.3103 loss_bbox_4: 0.2019 loss_giou_4: 0.3424 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:15] d2.utils.events INFO: eta: 20:08:01 iter: 191459 total_loss: 5.895 loss_ce: 0.3216 loss_bbox: 0.1799 loss_giou: 0.3344 loss_ce_0: 0.4947 loss_bbox_0: 0.3179 loss_giou_0: 0.5204 loss_ce_1: 0.3944 loss_bbox_1: 0.2259 loss_giou_1: 0.3837 loss_ce_2: 0.3427 loss_bbox_2: 0.2027 loss_giou_2: 0.3601 loss_ce_3: 0.3172 loss_bbox_3: 0.1896 loss_giou_3: 0.3533 loss_ce_4: 0.3151 loss_bbox_4: 0.1856 loss_giou_4: 0.3413 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:21] d2.utils.events INFO: eta: 20:08:17 iter: 191479 total_loss: 5.724 loss_ce: 0.2953 loss_bbox: 0.1738 loss_giou: 0.3502 loss_ce_0: 0.4898 loss_bbox_0: 0.3073 loss_giou_0: 0.5378 loss_ce_1: 0.3926 loss_bbox_1: 0.2115 loss_giou_1: 0.3942 loss_ce_2: 0.3409 loss_bbox_2: 0.191 loss_giou_2: 0.3681 loss_ce_3: 0.313 loss_bbox_3: 0.1795 loss_giou_3: 0.3601 loss_ce_4: 0.299 loss_bbox_4: 0.1767 loss_giou_4: 0.353 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:26] d2.utils.events INFO: eta: 20:07:50 iter: 191499 total_loss: 5.792 loss_ce: 0.3283 loss_bbox: 0.1791 loss_giou: 0.3285 loss_ce_0: 0.5152 loss_bbox_0: 0.3174 loss_giou_0: 0.5192 loss_ce_1: 0.4164 loss_bbox_1: 0.2151 loss_giou_1: 0.3795 loss_ce_2: 0.3632 loss_bbox_2: 0.1892 loss_giou_2: 0.3447 loss_ce_3: 0.3354 loss_bbox_3: 0.1788 loss_giou_3: 0.3382 loss_ce_4: 0.3311 loss_bbox_4: 0.1815 loss_giou_4: 0.3308 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:32] d2.utils.events INFO: eta: 20:07:44 iter: 191519 total_loss: 5.597 loss_ce: 0.2968 loss_bbox: 0.1832 loss_giou: 0.3313 loss_ce_0: 0.4839 loss_bbox_0: 0.2924 loss_giou_0: 0.5187 loss_ce_1: 0.375 loss_bbox_1: 0.2019 loss_giou_1: 0.3809 loss_ce_2: 0.3197 loss_bbox_2: 0.1893 loss_giou_2: 0.3516 loss_ce_3: 0.3092 loss_bbox_3: 0.1792 loss_giou_3: 0.3376 loss_ce_4: 0.297 loss_bbox_4: 0.1789 loss_giou_4: 0.3303 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:38] d2.utils.events INFO: eta: 20:07:20 iter: 191539 total_loss: 5.939 loss_ce: 0.304 loss_bbox: 0.198 loss_giou: 0.3562 loss_ce_0: 0.5067 loss_bbox_0: 0.3302 loss_giou_0: 0.5434 loss_ce_1: 0.4023 loss_bbox_1: 0.2431 loss_giou_1: 0.4053 loss_ce_2: 0.3474 loss_bbox_2: 0.2073 loss_giou_2: 0.3688 loss_ce_3: 0.3226 loss_bbox_3: 0.2029 loss_giou_3: 0.3608 loss_ce_4: 0.3147 loss_bbox_4: 0.1985 loss_giou_4: 0.3526 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:43] d2.utils.events INFO: eta: 20:07:36 iter: 191559 total_loss: 5.637 loss_ce: 0.289 loss_bbox: 0.1707 loss_giou: 0.3356 loss_ce_0: 0.4887 loss_bbox_0: 0.3019 loss_giou_0: 0.5305 loss_ce_1: 0.3831 loss_bbox_1: 0.2098 loss_giou_1: 0.3926 loss_ce_2: 0.3242 loss_bbox_2: 0.1837 loss_giou_2: 0.3572 loss_ce_3: 0.2891 loss_bbox_3: 0.1762 loss_giou_3: 0.3496 loss_ce_4: 0.2874 loss_bbox_4: 0.1688 loss_giou_4: 0.3362 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:49] d2.utils.events INFO: eta: 20:07:55 iter: 191579 total_loss: 6.053 loss_ce: 0.3276 loss_bbox: 0.1826 loss_giou: 0.3476 loss_ce_0: 0.5162 loss_bbox_0: 0.3256 loss_giou_0: 0.5521 loss_ce_1: 0.4237 loss_bbox_1: 0.2338 loss_giou_1: 0.4089 loss_ce_2: 0.3645 loss_bbox_2: 0.1975 loss_giou_2: 0.3715 loss_ce_3: 0.335 loss_bbox_3: 0.1941 loss_giou_3: 0.3621 loss_ce_4: 0.3294 loss_bbox_4: 0.1871 loss_giou_4: 0.3551 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 04:50:55] d2.utils.events INFO: eta: 20:07:25 iter: 191599 total_loss: 5.889 loss_ce: 0.3137 loss_bbox: 0.187 loss_giou: 0.3443 loss_ce_0: 0.5213 loss_bbox_0: 0.3155 loss_giou_0: 0.5284 loss_ce_1: 0.4197 loss_bbox_1: 0.2208 loss_giou_1: 0.3916 loss_ce_2: 0.3546 loss_bbox_2: 0.2003 loss_giou_2: 0.3668 loss_ce_3: 0.3296 loss_bbox_3: 0.1948 loss_giou_3: 0.3529 loss_ce_4: 0.3081 loss_bbox_4: 0.1896 loss_giou_4: 0.3475 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:01] d2.utils.events INFO: eta: 20:07:56 iter: 191619 total_loss: 5.818 loss_ce: 0.2956 loss_bbox: 0.1841 loss_giou: 0.3551 loss_ce_0: 0.4883 loss_bbox_0: 0.3118 loss_giou_0: 0.5581 loss_ce_1: 0.3995 loss_bbox_1: 0.2222 loss_giou_1: 0.4166 loss_ce_2: 0.3377 loss_bbox_2: 0.203 loss_giou_2: 0.3802 loss_ce_3: 0.3065 loss_bbox_3: 0.1928 loss_giou_3: 0.3704 loss_ce_4: 0.2944 loss_bbox_4: 0.1911 loss_giou_4: 0.3615 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:06] d2.utils.events INFO: eta: 20:07:48 iter: 191639 total_loss: 5.696 loss_ce: 0.2939 loss_bbox: 0.1715 loss_giou: 0.3441 loss_ce_0: 0.507 loss_bbox_0: 0.3122 loss_giou_0: 0.5275 loss_ce_1: 0.4026 loss_bbox_1: 0.2146 loss_giou_1: 0.3907 loss_ce_2: 0.3483 loss_bbox_2: 0.1872 loss_giou_2: 0.3622 loss_ce_3: 0.3125 loss_bbox_3: 0.1771 loss_giou_3: 0.3504 loss_ce_4: 0.2935 loss_bbox_4: 0.1762 loss_giou_4: 0.3492 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:12] d2.utils.events INFO: eta: 20:07:48 iter: 191659 total_loss: 5.887 loss_ce: 0.3178 loss_bbox: 0.1887 loss_giou: 0.3235 loss_ce_0: 0.5131 loss_bbox_0: 0.3109 loss_giou_0: 0.5238 loss_ce_1: 0.396 loss_bbox_1: 0.2237 loss_giou_1: 0.38 loss_ce_2: 0.3474 loss_bbox_2: 0.199 loss_giou_2: 0.3537 loss_ce_3: 0.3172 loss_bbox_3: 0.1949 loss_giou_3: 0.3417 loss_ce_4: 0.3204 loss_bbox_4: 0.1941 loss_giou_4: 0.3311 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:18] d2.utils.events INFO: eta: 20:07:36 iter: 191679 total_loss: 5.728 loss_ce: 0.3064 loss_bbox: 0.1888 loss_giou: 0.3401 loss_ce_0: 0.4774 loss_bbox_0: 0.3156 loss_giou_0: 0.5334 loss_ce_1: 0.407 loss_bbox_1: 0.2163 loss_giou_1: 0.3909 loss_ce_2: 0.3318 loss_bbox_2: 0.1973 loss_giou_2: 0.3604 loss_ce_3: 0.3108 loss_bbox_3: 0.1979 loss_giou_3: 0.3521 loss_ce_4: 0.3083 loss_bbox_4: 0.1925 loss_giou_4: 0.3445 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:23] d2.utils.events INFO: eta: 20:07:31 iter: 191699 total_loss: 5.633 loss_ce: 0.2981 loss_bbox: 0.1833 loss_giou: 0.3284 loss_ce_0: 0.5159 loss_bbox_0: 0.3103 loss_giou_0: 0.4975 loss_ce_1: 0.3982 loss_bbox_1: 0.2137 loss_giou_1: 0.368 loss_ce_2: 0.3422 loss_bbox_2: 0.1907 loss_giou_2: 0.3387 loss_ce_3: 0.3219 loss_bbox_3: 0.1864 loss_giou_3: 0.3327 loss_ce_4: 0.3014 loss_bbox_4: 0.1856 loss_giou_4: 0.334 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:29] d2.utils.events INFO: eta: 20:07:18 iter: 191719 total_loss: 5.683 loss_ce: 0.3108 loss_bbox: 0.1746 loss_giou: 0.3295 loss_ce_0: 0.4959 loss_bbox_0: 0.3198 loss_giou_0: 0.5202 loss_ce_1: 0.3933 loss_bbox_1: 0.2118 loss_giou_1: 0.3815 loss_ce_2: 0.3394 loss_bbox_2: 0.1938 loss_giou_2: 0.3483 loss_ce_3: 0.3181 loss_bbox_3: 0.1801 loss_giou_3: 0.3352 loss_ce_4: 0.3157 loss_bbox_4: 0.1796 loss_giou_4: 0.3338 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:35] d2.utils.events INFO: eta: 20:07:07 iter: 191739 total_loss: 5.861 loss_ce: 0.3017 loss_bbox: 0.2078 loss_giou: 0.3425 loss_ce_0: 0.4981 loss_bbox_0: 0.3333 loss_giou_0: 0.5182 loss_ce_1: 0.4032 loss_bbox_1: 0.239 loss_giou_1: 0.391 loss_ce_2: 0.3468 loss_bbox_2: 0.2191 loss_giou_2: 0.3661 loss_ce_3: 0.3167 loss_bbox_3: 0.2137 loss_giou_3: 0.3495 loss_ce_4: 0.3074 loss_bbox_4: 0.2097 loss_giou_4: 0.3415 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:40] d2.utils.events INFO: eta: 20:06:44 iter: 191759 total_loss: 5.732 loss_ce: 0.2888 loss_bbox: 0.1846 loss_giou: 0.3533 loss_ce_0: 0.4852 loss_bbox_0: 0.3197 loss_giou_0: 0.5471 loss_ce_1: 0.3907 loss_bbox_1: 0.2206 loss_giou_1: 0.3973 loss_ce_2: 0.3284 loss_bbox_2: 0.2017 loss_giou_2: 0.3632 loss_ce_3: 0.2932 loss_bbox_3: 0.1954 loss_giou_3: 0.3635 loss_ce_4: 0.2875 loss_bbox_4: 0.1907 loss_giou_4: 0.3594 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:46] d2.utils.events INFO: eta: 20:06:51 iter: 191779 total_loss: 5.567 loss_ce: 0.298 loss_bbox: 0.1918 loss_giou: 0.3243 loss_ce_0: 0.4939 loss_bbox_0: 0.3218 loss_giou_0: 0.5113 loss_ce_1: 0.3883 loss_bbox_1: 0.2239 loss_giou_1: 0.3715 loss_ce_2: 0.3361 loss_bbox_2: 0.2084 loss_giou_2: 0.3431 loss_ce_3: 0.3101 loss_bbox_3: 0.1991 loss_giou_3: 0.3383 loss_ce_4: 0.3082 loss_bbox_4: 0.1922 loss_giou_4: 0.3279 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:52] d2.utils.events INFO: eta: 20:06:56 iter: 191799 total_loss: 5.968 loss_ce: 0.3201 loss_bbox: 0.1957 loss_giou: 0.3519 loss_ce_0: 0.5227 loss_bbox_0: 0.3253 loss_giou_0: 0.5368 loss_ce_1: 0.4209 loss_bbox_1: 0.2324 loss_giou_1: 0.4004 loss_ce_2: 0.3659 loss_bbox_2: 0.2139 loss_giou_2: 0.3745 loss_ce_3: 0.3354 loss_bbox_3: 0.2056 loss_giou_3: 0.3625 loss_ce_4: 0.3236 loss_bbox_4: 0.1948 loss_giou_4: 0.3589 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 04:51:57] d2.utils.events INFO: eta: 20:06:50 iter: 191819 total_loss: 5.771 loss_ce: 0.3054 loss_bbox: 0.1931 loss_giou: 0.3438 loss_ce_0: 0.5256 loss_bbox_0: 0.3113 loss_giou_0: 0.5109 loss_ce_1: 0.4137 loss_bbox_1: 0.2185 loss_giou_1: 0.3779 loss_ce_2: 0.3504 loss_bbox_2: 0.2056 loss_giou_2: 0.3593 loss_ce_3: 0.3232 loss_bbox_3: 0.2032 loss_giou_3: 0.3529 loss_ce_4: 0.3057 loss_bbox_4: 0.197 loss_giou_4: 0.3471 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:03] d2.utils.events INFO: eta: 20:06:51 iter: 191839 total_loss: 5.824 loss_ce: 0.2935 loss_bbox: 0.1769 loss_giou: 0.3638 loss_ce_0: 0.4989 loss_bbox_0: 0.3053 loss_giou_0: 0.521 loss_ce_1: 0.3828 loss_bbox_1: 0.2108 loss_giou_1: 0.4001 loss_ce_2: 0.3289 loss_bbox_2: 0.1937 loss_giou_2: 0.3691 loss_ce_3: 0.297 loss_bbox_3: 0.1841 loss_giou_3: 0.3655 loss_ce_4: 0.2957 loss_bbox_4: 0.1787 loss_giou_4: 0.3639 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:09] d2.utils.events INFO: eta: 20:06:52 iter: 191859 total_loss: 5.828 loss_ce: 0.3003 loss_bbox: 0.1803 loss_giou: 0.3256 loss_ce_0: 0.5122 loss_bbox_0: 0.2985 loss_giou_0: 0.5082 loss_ce_1: 0.4021 loss_bbox_1: 0.2099 loss_giou_1: 0.3787 loss_ce_2: 0.3354 loss_bbox_2: 0.1948 loss_giou_2: 0.3475 loss_ce_3: 0.3126 loss_bbox_3: 0.1865 loss_giou_3: 0.3347 loss_ce_4: 0.3022 loss_bbox_4: 0.1819 loss_giou_4: 0.3293 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:14] d2.utils.events INFO: eta: 20:06:28 iter: 191879 total_loss: 5.672 loss_ce: 0.2803 loss_bbox: 0.1808 loss_giou: 0.3572 loss_ce_0: 0.5051 loss_bbox_0: 0.3032 loss_giou_0: 0.5505 loss_ce_1: 0.4167 loss_bbox_1: 0.2133 loss_giou_1: 0.4056 loss_ce_2: 0.3432 loss_bbox_2: 0.1955 loss_giou_2: 0.3833 loss_ce_3: 0.3095 loss_bbox_3: 0.1882 loss_giou_3: 0.3757 loss_ce_4: 0.282 loss_bbox_4: 0.1857 loss_giou_4: 0.3643 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:20] d2.utils.events INFO: eta: 20:06:17 iter: 191899 total_loss: 5.921 loss_ce: 0.2899 loss_bbox: 0.1799 loss_giou: 0.3498 loss_ce_0: 0.5021 loss_bbox_0: 0.3152 loss_giou_0: 0.5323 loss_ce_1: 0.3957 loss_bbox_1: 0.2123 loss_giou_1: 0.3957 loss_ce_2: 0.3404 loss_bbox_2: 0.1963 loss_giou_2: 0.3654 loss_ce_3: 0.299 loss_bbox_3: 0.1895 loss_giou_3: 0.3564 loss_ce_4: 0.2922 loss_bbox_4: 0.1833 loss_giou_4: 0.3497 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:26] d2.utils.events INFO: eta: 20:06:22 iter: 191919 total_loss: 5.819 loss_ce: 0.3003 loss_bbox: 0.1963 loss_giou: 0.3482 loss_ce_0: 0.5018 loss_bbox_0: 0.3115 loss_giou_0: 0.5092 loss_ce_1: 0.3961 loss_bbox_1: 0.2338 loss_giou_1: 0.3885 loss_ce_2: 0.3409 loss_bbox_2: 0.2065 loss_giou_2: 0.3716 loss_ce_3: 0.3128 loss_bbox_3: 0.1998 loss_giou_3: 0.3586 loss_ce_4: 0.3032 loss_bbox_4: 0.1959 loss_giou_4: 0.3582 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:31] d2.utils.events INFO: eta: 20:06:11 iter: 191939 total_loss: 5.725 loss_ce: 0.2923 loss_bbox: 0.1803 loss_giou: 0.351 loss_ce_0: 0.4941 loss_bbox_0: 0.3169 loss_giou_0: 0.5161 loss_ce_1: 0.4036 loss_bbox_1: 0.2252 loss_giou_1: 0.3832 loss_ce_2: 0.3449 loss_bbox_2: 0.1999 loss_giou_2: 0.3639 loss_ce_3: 0.3084 loss_bbox_3: 0.1849 loss_giou_3: 0.3535 loss_ce_4: 0.2959 loss_bbox_4: 0.184 loss_giou_4: 0.354 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:37] d2.utils.events INFO: eta: 20:05:37 iter: 191959 total_loss: 5.715 loss_ce: 0.2825 loss_bbox: 0.1783 loss_giou: 0.3398 loss_ce_0: 0.4846 loss_bbox_0: 0.3129 loss_giou_0: 0.5135 loss_ce_1: 0.392 loss_bbox_1: 0.2144 loss_giou_1: 0.3883 loss_ce_2: 0.3243 loss_bbox_2: 0.1927 loss_giou_2: 0.348 loss_ce_3: 0.2961 loss_bbox_3: 0.186 loss_giou_3: 0.347 loss_ce_4: 0.2837 loss_bbox_4: 0.1824 loss_giou_4: 0.3424 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:43] d2.utils.events INFO: eta: 20:05:14 iter: 191979 total_loss: 5.633 loss_ce: 0.2885 loss_bbox: 0.1775 loss_giou: 0.331 loss_ce_0: 0.4947 loss_bbox_0: 0.2948 loss_giou_0: 0.4787 loss_ce_1: 0.386 loss_bbox_1: 0.2083 loss_giou_1: 0.377 loss_ce_2: 0.3297 loss_bbox_2: 0.1895 loss_giou_2: 0.3518 loss_ce_3: 0.3018 loss_bbox_3: 0.1798 loss_giou_3: 0.3367 loss_ce_4: 0.2933 loss_bbox_4: 0.1817 loss_giou_4: 0.3331 time: 0.2801 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:48] d2.utils.events INFO: eta: 20:05:06 iter: 191999 total_loss: 5.512 loss_ce: 0.2769 loss_bbox: 0.1721 loss_giou: 0.3362 loss_ce_0: 0.491 loss_bbox_0: 0.2978 loss_giou_0: 0.5106 loss_ce_1: 0.379 loss_bbox_1: 0.1969 loss_giou_1: 0.37 loss_ce_2: 0.3212 loss_bbox_2: 0.1872 loss_giou_2: 0.3553 loss_ce_3: 0.2861 loss_bbox_3: 0.1765 loss_giou_3: 0.3397 loss_ce_4: 0.2809 loss_bbox_4: 0.173 loss_giou_4: 0.3369 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:54] d2.utils.events INFO: eta: 20:04:25 iter: 192019 total_loss: 6.031 loss_ce: 0.3305 loss_bbox: 0.1831 loss_giou: 0.3542 loss_ce_0: 0.5289 loss_bbox_0: 0.3145 loss_giou_0: 0.5391 loss_ce_1: 0.4166 loss_bbox_1: 0.2064 loss_giou_1: 0.4017 loss_ce_2: 0.3669 loss_bbox_2: 0.1951 loss_giou_2: 0.3695 loss_ce_3: 0.341 loss_bbox_3: 0.1922 loss_giou_3: 0.3601 loss_ce_4: 0.3286 loss_bbox_4: 0.1903 loss_giou_4: 0.3556 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 04:52:59] d2.utils.events INFO: eta: 20:04:25 iter: 192039 total_loss: 5.962 loss_ce: 0.3024 loss_bbox: 0.1846 loss_giou: 0.3328 loss_ce_0: 0.5112 loss_bbox_0: 0.3164 loss_giou_0: 0.5204 loss_ce_1: 0.398 loss_bbox_1: 0.2142 loss_giou_1: 0.3851 loss_ce_2: 0.3323 loss_bbox_2: 0.2008 loss_giou_2: 0.3489 loss_ce_3: 0.3139 loss_bbox_3: 0.194 loss_giou_3: 0.3428 loss_ce_4: 0.3026 loss_bbox_4: 0.1863 loss_giou_4: 0.3376 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:05] d2.utils.events INFO: eta: 20:04:37 iter: 192059 total_loss: 5.993 loss_ce: 0.3244 loss_bbox: 0.1899 loss_giou: 0.3543 loss_ce_0: 0.5029 loss_bbox_0: 0.3201 loss_giou_0: 0.546 loss_ce_1: 0.4097 loss_bbox_1: 0.2291 loss_giou_1: 0.3995 loss_ce_2: 0.3469 loss_bbox_2: 0.2108 loss_giou_2: 0.372 loss_ce_3: 0.33 loss_bbox_3: 0.2002 loss_giou_3: 0.3564 loss_ce_4: 0.3315 loss_bbox_4: 0.193 loss_giou_4: 0.3565 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:11] d2.utils.events INFO: eta: 20:04:19 iter: 192079 total_loss: 5.872 loss_ce: 0.3135 loss_bbox: 0.1885 loss_giou: 0.3436 loss_ce_0: 0.5109 loss_bbox_0: 0.3245 loss_giou_0: 0.5072 loss_ce_1: 0.41 loss_bbox_1: 0.2177 loss_giou_1: 0.3822 loss_ce_2: 0.3397 loss_bbox_2: 0.1989 loss_giou_2: 0.3551 loss_ce_3: 0.3276 loss_bbox_3: 0.1929 loss_giou_3: 0.3475 loss_ce_4: 0.3128 loss_bbox_4: 0.1905 loss_giou_4: 0.3427 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:17] d2.utils.events INFO: eta: 20:04:04 iter: 192099 total_loss: 5.759 loss_ce: 0.2834 loss_bbox: 0.1879 loss_giou: 0.3185 loss_ce_0: 0.5063 loss_bbox_0: 0.3181 loss_giou_0: 0.4849 loss_ce_1: 0.3914 loss_bbox_1: 0.2237 loss_giou_1: 0.3683 loss_ce_2: 0.3244 loss_bbox_2: 0.2083 loss_giou_2: 0.3432 loss_ce_3: 0.2876 loss_bbox_3: 0.1921 loss_giou_3: 0.3264 loss_ce_4: 0.2836 loss_bbox_4: 0.1941 loss_giou_4: 0.3206 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:22] d2.utils.events INFO: eta: 20:04:02 iter: 192119 total_loss: 5.642 loss_ce: 0.2955 loss_bbox: 0.1837 loss_giou: 0.331 loss_ce_0: 0.4835 loss_bbox_0: 0.3084 loss_giou_0: 0.4949 loss_ce_1: 0.3971 loss_bbox_1: 0.2182 loss_giou_1: 0.3793 loss_ce_2: 0.336 loss_bbox_2: 0.1882 loss_giou_2: 0.3462 loss_ce_3: 0.2989 loss_bbox_3: 0.1867 loss_giou_3: 0.3355 loss_ce_4: 0.2965 loss_bbox_4: 0.1801 loss_giou_4: 0.3325 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:28] d2.utils.events INFO: eta: 20:03:47 iter: 192139 total_loss: 5.788 loss_ce: 0.2953 loss_bbox: 0.1984 loss_giou: 0.3281 loss_ce_0: 0.5018 loss_bbox_0: 0.3191 loss_giou_0: 0.4935 loss_ce_1: 0.3928 loss_bbox_1: 0.2313 loss_giou_1: 0.3678 loss_ce_2: 0.3279 loss_bbox_2: 0.2142 loss_giou_2: 0.349 loss_ce_3: 0.307 loss_bbox_3: 0.2045 loss_giou_3: 0.336 loss_ce_4: 0.293 loss_bbox_4: 0.2009 loss_giou_4: 0.3298 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:33] d2.utils.events INFO: eta: 20:03:32 iter: 192159 total_loss: 5.928 loss_ce: 0.2932 loss_bbox: 0.1809 loss_giou: 0.3385 loss_ce_0: 0.5005 loss_bbox_0: 0.3163 loss_giou_0: 0.515 loss_ce_1: 0.4015 loss_bbox_1: 0.2177 loss_giou_1: 0.3977 loss_ce_2: 0.3417 loss_bbox_2: 0.1981 loss_giou_2: 0.364 loss_ce_3: 0.3102 loss_bbox_3: 0.1942 loss_giou_3: 0.3566 loss_ce_4: 0.3038 loss_bbox_4: 0.185 loss_giou_4: 0.3401 time: 0.2801 data_time: 0.0356 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:39] d2.utils.events INFO: eta: 20:03:35 iter: 192179 total_loss: 6.085 loss_ce: 0.3104 loss_bbox: 0.1822 loss_giou: 0.3501 loss_ce_0: 0.4965 loss_bbox_0: 0.3107 loss_giou_0: 0.5376 loss_ce_1: 0.3942 loss_bbox_1: 0.2029 loss_giou_1: 0.3892 loss_ce_2: 0.3294 loss_bbox_2: 0.1886 loss_giou_2: 0.3546 loss_ce_3: 0.3148 loss_bbox_3: 0.182 loss_giou_3: 0.3511 loss_ce_4: 0.3115 loss_bbox_4: 0.1803 loss_giou_4: 0.3534 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:45] d2.utils.events INFO: eta: 20:04:10 iter: 192199 total_loss: 5.854 loss_ce: 0.2943 loss_bbox: 0.1883 loss_giou: 0.3473 loss_ce_0: 0.4759 loss_bbox_0: 0.2986 loss_giou_0: 0.5375 loss_ce_1: 0.3847 loss_bbox_1: 0.2158 loss_giou_1: 0.3904 loss_ce_2: 0.3161 loss_bbox_2: 0.2019 loss_giou_2: 0.3606 loss_ce_3: 0.2941 loss_bbox_3: 0.1919 loss_giou_3: 0.3572 loss_ce_4: 0.2907 loss_bbox_4: 0.1906 loss_giou_4: 0.3498 time: 0.2801 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:51] d2.utils.events INFO: eta: 20:04:13 iter: 192219 total_loss: 5.809 loss_ce: 0.2865 loss_bbox: 0.1875 loss_giou: 0.3572 loss_ce_0: 0.4939 loss_bbox_0: 0.3191 loss_giou_0: 0.5552 loss_ce_1: 0.3829 loss_bbox_1: 0.2267 loss_giou_1: 0.4071 loss_ce_2: 0.3154 loss_bbox_2: 0.2063 loss_giou_2: 0.3709 loss_ce_3: 0.3012 loss_bbox_3: 0.1996 loss_giou_3: 0.3653 loss_ce_4: 0.2934 loss_bbox_4: 0.1933 loss_giou_4: 0.3614 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 04:53:56] d2.utils.events INFO: eta: 20:03:59 iter: 192239 total_loss: 5.631 loss_ce: 0.2857 loss_bbox: 0.1923 loss_giou: 0.3449 loss_ce_0: 0.4959 loss_bbox_0: 0.318 loss_giou_0: 0.5092 loss_ce_1: 0.3891 loss_bbox_1: 0.2224 loss_giou_1: 0.3831 loss_ce_2: 0.321 loss_bbox_2: 0.2005 loss_giou_2: 0.3621 loss_ce_3: 0.2902 loss_bbox_3: 0.1985 loss_giou_3: 0.3517 loss_ce_4: 0.2825 loss_bbox_4: 0.1926 loss_giou_4: 0.3428 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:02] d2.utils.events INFO: eta: 20:04:12 iter: 192259 total_loss: 5.704 loss_ce: 0.2921 loss_bbox: 0.1807 loss_giou: 0.3271 loss_ce_0: 0.5016 loss_bbox_0: 0.3135 loss_giou_0: 0.5166 loss_ce_1: 0.4001 loss_bbox_1: 0.2123 loss_giou_1: 0.3668 loss_ce_2: 0.3351 loss_bbox_2: 0.1859 loss_giou_2: 0.338 loss_ce_3: 0.2992 loss_bbox_3: 0.1816 loss_giou_3: 0.3315 loss_ce_4: 0.2878 loss_bbox_4: 0.1846 loss_giou_4: 0.3286 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:08] d2.utils.events INFO: eta: 20:03:56 iter: 192279 total_loss: 5.821 loss_ce: 0.3156 loss_bbox: 0.1908 loss_giou: 0.3525 loss_ce_0: 0.5186 loss_bbox_0: 0.3244 loss_giou_0: 0.5291 loss_ce_1: 0.424 loss_bbox_1: 0.2171 loss_giou_1: 0.3911 loss_ce_2: 0.3602 loss_bbox_2: 0.2003 loss_giou_2: 0.3658 loss_ce_3: 0.3195 loss_bbox_3: 0.1949 loss_giou_3: 0.3608 loss_ce_4: 0.3242 loss_bbox_4: 0.191 loss_giou_4: 0.3561 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:13] d2.utils.events INFO: eta: 20:04:25 iter: 192299 total_loss: 5.802 loss_ce: 0.279 loss_bbox: 0.1764 loss_giou: 0.3448 loss_ce_0: 0.5128 loss_bbox_0: 0.3165 loss_giou_0: 0.5467 loss_ce_1: 0.3919 loss_bbox_1: 0.2149 loss_giou_1: 0.4065 loss_ce_2: 0.3265 loss_bbox_2: 0.193 loss_giou_2: 0.3719 loss_ce_3: 0.2874 loss_bbox_3: 0.1809 loss_giou_3: 0.3563 loss_ce_4: 0.2766 loss_bbox_4: 0.1784 loss_giou_4: 0.3464 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:19] d2.utils.events INFO: eta: 20:04:09 iter: 192319 total_loss: 5.772 loss_ce: 0.2853 loss_bbox: 0.1865 loss_giou: 0.3289 loss_ce_0: 0.511 loss_bbox_0: 0.3369 loss_giou_0: 0.5086 loss_ce_1: 0.4053 loss_bbox_1: 0.226 loss_giou_1: 0.3811 loss_ce_2: 0.3265 loss_bbox_2: 0.2045 loss_giou_2: 0.3468 loss_ce_3: 0.2967 loss_bbox_3: 0.1926 loss_giou_3: 0.3324 loss_ce_4: 0.2916 loss_bbox_4: 0.1898 loss_giou_4: 0.3272 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:25] d2.utils.events INFO: eta: 20:03:33 iter: 192339 total_loss: 5.896 loss_ce: 0.2734 loss_bbox: 0.1832 loss_giou: 0.3265 loss_ce_0: 0.4833 loss_bbox_0: 0.3074 loss_giou_0: 0.5162 loss_ce_1: 0.3763 loss_bbox_1: 0.2172 loss_giou_1: 0.3877 loss_ce_2: 0.3184 loss_bbox_2: 0.1923 loss_giou_2: 0.3609 loss_ce_3: 0.2841 loss_bbox_3: 0.1882 loss_giou_3: 0.3418 loss_ce_4: 0.2776 loss_bbox_4: 0.1856 loss_giou_4: 0.3294 time: 0.2801 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:30] d2.utils.events INFO: eta: 20:03:18 iter: 192359 total_loss: 5.491 loss_ce: 0.2847 loss_bbox: 0.1812 loss_giou: 0.3362 loss_ce_0: 0.4956 loss_bbox_0: 0.31 loss_giou_0: 0.5302 loss_ce_1: 0.3918 loss_bbox_1: 0.2129 loss_giou_1: 0.3904 loss_ce_2: 0.3264 loss_bbox_2: 0.1969 loss_giou_2: 0.3637 loss_ce_3: 0.2922 loss_bbox_3: 0.1891 loss_giou_3: 0.35 loss_ce_4: 0.2825 loss_bbox_4: 0.1848 loss_giou_4: 0.3395 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:36] d2.utils.events INFO: eta: 20:03:04 iter: 192379 total_loss: 5.472 loss_ce: 0.2887 loss_bbox: 0.1824 loss_giou: 0.3323 loss_ce_0: 0.4928 loss_bbox_0: 0.3176 loss_giou_0: 0.5194 loss_ce_1: 0.3853 loss_bbox_1: 0.2259 loss_giou_1: 0.3897 loss_ce_2: 0.3213 loss_bbox_2: 0.197 loss_giou_2: 0.3578 loss_ce_3: 0.297 loss_bbox_3: 0.1962 loss_giou_3: 0.3429 loss_ce_4: 0.2919 loss_bbox_4: 0.1866 loss_giou_4: 0.3336 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:42] d2.utils.events INFO: eta: 20:03:11 iter: 192399 total_loss: 5.681 loss_ce: 0.2907 loss_bbox: 0.1836 loss_giou: 0.332 loss_ce_0: 0.5206 loss_bbox_0: 0.3066 loss_giou_0: 0.5389 loss_ce_1: 0.4042 loss_bbox_1: 0.2098 loss_giou_1: 0.3861 loss_ce_2: 0.3355 loss_bbox_2: 0.1932 loss_giou_2: 0.3552 loss_ce_3: 0.3013 loss_bbox_3: 0.1846 loss_giou_3: 0.3447 loss_ce_4: 0.2997 loss_bbox_4: 0.1829 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:47] d2.utils.events INFO: eta: 20:02:48 iter: 192419 total_loss: 5.666 loss_ce: 0.2767 loss_bbox: 0.1803 loss_giou: 0.335 loss_ce_0: 0.5083 loss_bbox_0: 0.2973 loss_giou_0: 0.5123 loss_ce_1: 0.3834 loss_bbox_1: 0.2139 loss_giou_1: 0.3782 loss_ce_2: 0.3217 loss_bbox_2: 0.1922 loss_giou_2: 0.3515 loss_ce_3: 0.2848 loss_bbox_3: 0.1861 loss_giou_3: 0.342 loss_ce_4: 0.2828 loss_bbox_4: 0.1818 loss_giou_4: 0.3376 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:53] d2.utils.events INFO: eta: 20:03:00 iter: 192439 total_loss: 5.513 loss_ce: 0.274 loss_bbox: 0.19 loss_giou: 0.3273 loss_ce_0: 0.4919 loss_bbox_0: 0.3182 loss_giou_0: 0.5222 loss_ce_1: 0.3738 loss_bbox_1: 0.221 loss_giou_1: 0.3761 loss_ce_2: 0.3207 loss_bbox_2: 0.2022 loss_giou_2: 0.3436 loss_ce_3: 0.286 loss_bbox_3: 0.1998 loss_giou_3: 0.3402 loss_ce_4: 0.2748 loss_bbox_4: 0.1931 loss_giou_4: 0.3306 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:54:59] d2.utils.events INFO: eta: 20:02:57 iter: 192459 total_loss: 5.677 loss_ce: 0.2854 loss_bbox: 0.1898 loss_giou: 0.3258 loss_ce_0: 0.5051 loss_bbox_0: 0.3137 loss_giou_0: 0.5144 loss_ce_1: 0.385 loss_bbox_1: 0.2234 loss_giou_1: 0.3773 loss_ce_2: 0.3337 loss_bbox_2: 0.2077 loss_giou_2: 0.3426 loss_ce_3: 0.2993 loss_bbox_3: 0.1992 loss_giou_3: 0.3382 loss_ce_4: 0.2938 loss_bbox_4: 0.1952 loss_giou_4: 0.3284 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:04] d2.utils.events INFO: eta: 20:03:24 iter: 192479 total_loss: 5.693 loss_ce: 0.278 loss_bbox: 0.178 loss_giou: 0.3428 loss_ce_0: 0.4809 loss_bbox_0: 0.3011 loss_giou_0: 0.5198 loss_ce_1: 0.3904 loss_bbox_1: 0.2067 loss_giou_1: 0.3936 loss_ce_2: 0.3232 loss_bbox_2: 0.1952 loss_giou_2: 0.3621 loss_ce_3: 0.2891 loss_bbox_3: 0.1847 loss_giou_3: 0.3553 loss_ce_4: 0.2776 loss_bbox_4: 0.1798 loss_giou_4: 0.3505 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:10] d2.utils.events INFO: eta: 20:03:34 iter: 192499 total_loss: 5.497 loss_ce: 0.2646 loss_bbox: 0.1928 loss_giou: 0.3325 loss_ce_0: 0.4939 loss_bbox_0: 0.3142 loss_giou_0: 0.4878 loss_ce_1: 0.3798 loss_bbox_1: 0.2232 loss_giou_1: 0.3667 loss_ce_2: 0.3125 loss_bbox_2: 0.2034 loss_giou_2: 0.3502 loss_ce_3: 0.2766 loss_bbox_3: 0.1997 loss_giou_3: 0.3344 loss_ce_4: 0.2626 loss_bbox_4: 0.1957 loss_giou_4: 0.3319 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:16] d2.utils.events INFO: eta: 20:03:39 iter: 192519 total_loss: 5.967 loss_ce: 0.2981 loss_bbox: 0.1967 loss_giou: 0.3493 loss_ce_0: 0.5081 loss_bbox_0: 0.3164 loss_giou_0: 0.5173 loss_ce_1: 0.3984 loss_bbox_1: 0.2191 loss_giou_1: 0.3948 loss_ce_2: 0.3448 loss_bbox_2: 0.2037 loss_giou_2: 0.3689 loss_ce_3: 0.3277 loss_bbox_3: 0.2094 loss_giou_3: 0.3568 loss_ce_4: 0.3104 loss_bbox_4: 0.1986 loss_giou_4: 0.3482 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:21] d2.utils.events INFO: eta: 20:03:33 iter: 192539 total_loss: 6.074 loss_ce: 0.3099 loss_bbox: 0.1888 loss_giou: 0.3743 loss_ce_0: 0.4932 loss_bbox_0: 0.3117 loss_giou_0: 0.5694 loss_ce_1: 0.3998 loss_bbox_1: 0.2175 loss_giou_1: 0.4252 loss_ce_2: 0.3412 loss_bbox_2: 0.2004 loss_giou_2: 0.3947 loss_ce_3: 0.3242 loss_bbox_3: 0.1945 loss_giou_3: 0.3815 loss_ce_4: 0.3099 loss_bbox_4: 0.188 loss_giou_4: 0.3749 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:27] d2.utils.events INFO: eta: 20:03:28 iter: 192559 total_loss: 5.895 loss_ce: 0.3144 loss_bbox: 0.189 loss_giou: 0.3425 loss_ce_0: 0.5163 loss_bbox_0: 0.3316 loss_giou_0: 0.5452 loss_ce_1: 0.4188 loss_bbox_1: 0.2223 loss_giou_1: 0.3917 loss_ce_2: 0.3539 loss_bbox_2: 0.1997 loss_giou_2: 0.3594 loss_ce_3: 0.3314 loss_bbox_3: 0.1938 loss_giou_3: 0.3492 loss_ce_4: 0.3195 loss_bbox_4: 0.1892 loss_giou_4: 0.3434 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:33] d2.utils.events INFO: eta: 20:03:11 iter: 192579 total_loss: 5.488 loss_ce: 0.2664 loss_bbox: 0.1839 loss_giou: 0.3294 loss_ce_0: 0.4938 loss_bbox_0: 0.3043 loss_giou_0: 0.4788 loss_ce_1: 0.3922 loss_bbox_1: 0.2193 loss_giou_1: 0.3602 loss_ce_2: 0.3224 loss_bbox_2: 0.2 loss_giou_2: 0.3357 loss_ce_3: 0.2808 loss_bbox_3: 0.1912 loss_giou_3: 0.3292 loss_ce_4: 0.2746 loss_bbox_4: 0.1871 loss_giou_4: 0.3317 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:38] d2.utils.events INFO: eta: 20:02:50 iter: 192599 total_loss: 5.582 loss_ce: 0.2933 loss_bbox: 0.1732 loss_giou: 0.3377 loss_ce_0: 0.4968 loss_bbox_0: 0.2979 loss_giou_0: 0.5107 loss_ce_1: 0.3868 loss_bbox_1: 0.2056 loss_giou_1: 0.379 loss_ce_2: 0.3222 loss_bbox_2: 0.1841 loss_giou_2: 0.345 loss_ce_3: 0.3037 loss_bbox_3: 0.1805 loss_giou_3: 0.3409 loss_ce_4: 0.2982 loss_bbox_4: 0.1761 loss_giou_4: 0.3384 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:44] d2.utils.events INFO: eta: 20:02:20 iter: 192619 total_loss: 6.006 loss_ce: 0.3263 loss_bbox: 0.1839 loss_giou: 0.3594 loss_ce_0: 0.5245 loss_bbox_0: 0.3265 loss_giou_0: 0.5391 loss_ce_1: 0.4295 loss_bbox_1: 0.223 loss_giou_1: 0.4072 loss_ce_2: 0.3674 loss_bbox_2: 0.2004 loss_giou_2: 0.3742 loss_ce_3: 0.3448 loss_bbox_3: 0.1951 loss_giou_3: 0.3667 loss_ce_4: 0.324 loss_bbox_4: 0.1892 loss_giou_4: 0.3615 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:50] d2.utils.events INFO: eta: 20:02:00 iter: 192639 total_loss: 5.725 loss_ce: 0.2874 loss_bbox: 0.187 loss_giou: 0.3557 loss_ce_0: 0.5001 loss_bbox_0: 0.3209 loss_giou_0: 0.5265 loss_ce_1: 0.3985 loss_bbox_1: 0.2224 loss_giou_1: 0.4021 loss_ce_2: 0.3296 loss_bbox_2: 0.2027 loss_giou_2: 0.3803 loss_ce_3: 0.3015 loss_bbox_3: 0.1971 loss_giou_3: 0.3697 loss_ce_4: 0.2889 loss_bbox_4: 0.1907 loss_giou_4: 0.364 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 04:55:56] d2.utils.events INFO: eta: 20:02:08 iter: 192659 total_loss: 5.62 loss_ce: 0.2829 loss_bbox: 0.1865 loss_giou: 0.3224 loss_ce_0: 0.4992 loss_bbox_0: 0.3074 loss_giou_0: 0.5055 loss_ce_1: 0.3863 loss_bbox_1: 0.2199 loss_giou_1: 0.3753 loss_ce_2: 0.3275 loss_bbox_2: 0.1979 loss_giou_2: 0.3468 loss_ce_3: 0.2991 loss_bbox_3: 0.1897 loss_giou_3: 0.3365 loss_ce_4: 0.2849 loss_bbox_4: 0.1864 loss_giou_4: 0.326 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:01] d2.utils.events INFO: eta: 20:02:36 iter: 192679 total_loss: 5.85 loss_ce: 0.293 loss_bbox: 0.1863 loss_giou: 0.3498 loss_ce_0: 0.4966 loss_bbox_0: 0.3124 loss_giou_0: 0.5499 loss_ce_1: 0.3937 loss_bbox_1: 0.2227 loss_giou_1: 0.4028 loss_ce_2: 0.3276 loss_bbox_2: 0.1978 loss_giou_2: 0.3614 loss_ce_3: 0.3116 loss_bbox_3: 0.1932 loss_giou_3: 0.3474 loss_ce_4: 0.2937 loss_bbox_4: 0.1892 loss_giou_4: 0.3487 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:07] d2.utils.events INFO: eta: 20:03:08 iter: 192699 total_loss: 5.762 loss_ce: 0.3056 loss_bbox: 0.1767 loss_giou: 0.3641 loss_ce_0: 0.4961 loss_bbox_0: 0.3003 loss_giou_0: 0.5392 loss_ce_1: 0.3999 loss_bbox_1: 0.2079 loss_giou_1: 0.3976 loss_ce_2: 0.3377 loss_bbox_2: 0.1868 loss_giou_2: 0.3702 loss_ce_3: 0.3105 loss_bbox_3: 0.1799 loss_giou_3: 0.3645 loss_ce_4: 0.303 loss_bbox_4: 0.1771 loss_giou_4: 0.3663 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:13] d2.utils.events INFO: eta: 20:02:47 iter: 192719 total_loss: 5.529 loss_ce: 0.2788 loss_bbox: 0.1954 loss_giou: 0.3248 loss_ce_0: 0.4844 loss_bbox_0: 0.3199 loss_giou_0: 0.4834 loss_ce_1: 0.3806 loss_bbox_1: 0.2226 loss_giou_1: 0.3652 loss_ce_2: 0.3216 loss_bbox_2: 0.203 loss_giou_2: 0.3454 loss_ce_3: 0.2909 loss_bbox_3: 0.1937 loss_giou_3: 0.3303 loss_ce_4: 0.2799 loss_bbox_4: 0.1937 loss_giou_4: 0.3269 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:18] d2.utils.events INFO: eta: 20:03:18 iter: 192739 total_loss: 5.594 loss_ce: 0.2953 loss_bbox: 0.1805 loss_giou: 0.3337 loss_ce_0: 0.5135 loss_bbox_0: 0.308 loss_giou_0: 0.5225 loss_ce_1: 0.401 loss_bbox_1: 0.2122 loss_giou_1: 0.3846 loss_ce_2: 0.3346 loss_bbox_2: 0.1944 loss_giou_2: 0.3559 loss_ce_3: 0.2959 loss_bbox_3: 0.19 loss_giou_3: 0.3479 loss_ce_4: 0.2927 loss_bbox_4: 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0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:35] d2.utils.events INFO: eta: 20:01:36 iter: 192799 total_loss: 5.433 loss_ce: 0.2703 loss_bbox: 0.1815 loss_giou: 0.3274 loss_ce_0: 0.4809 loss_bbox_0: 0.3207 loss_giou_0: 0.5265 loss_ce_1: 0.385 loss_bbox_1: 0.2221 loss_giou_1: 0.3653 loss_ce_2: 0.3177 loss_bbox_2: 0.202 loss_giou_2: 0.3393 loss_ce_3: 0.289 loss_bbox_3: 0.1872 loss_giou_3: 0.3324 loss_ce_4: 0.2757 loss_bbox_4: 0.1825 loss_giou_4: 0.329 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:41] d2.utils.events INFO: eta: 20:01:28 iter: 192819 total_loss: 5.687 loss_ce: 0.2858 loss_bbox: 0.1761 loss_giou: 0.3449 loss_ce_0: 0.4902 loss_bbox_0: 0.3147 loss_giou_0: 0.5414 loss_ce_1: 0.3874 loss_bbox_1: 0.2192 loss_giou_1: 0.3989 loss_ce_2: 0.314 loss_bbox_2: 0.193 loss_giou_2: 0.366 loss_ce_3: 0.292 loss_bbox_3: 0.1813 loss_giou_3: 0.3563 loss_ce_4: 0.2858 loss_bbox_4: 0.1772 loss_giou_4: 0.347 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:47] d2.utils.events INFO: eta: 20:00:55 iter: 192839 total_loss: 5.61 loss_ce: 0.2886 loss_bbox: 0.1821 loss_giou: 0.3328 loss_ce_0: 0.518 loss_bbox_0: 0.3187 loss_giou_0: 0.5112 loss_ce_1: 0.4038 loss_bbox_1: 0.2149 loss_giou_1: 0.3834 loss_ce_2: 0.3362 loss_bbox_2: 0.2017 loss_giou_2: 0.3569 loss_ce_3: 0.2995 loss_bbox_3: 0.1844 loss_giou_3: 0.3403 loss_ce_4: 0.2857 loss_bbox_4: 0.1844 loss_giou_4: 0.343 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:52] d2.utils.events INFO: eta: 20:00:50 iter: 192859 total_loss: 5.839 loss_ce: 0.3001 loss_bbox: 0.1837 loss_giou: 0.3532 loss_ce_0: 0.4845 loss_bbox_0: 0.306 loss_giou_0: 0.534 loss_ce_1: 0.3968 loss_bbox_1: 0.2139 loss_giou_1: 0.3948 loss_ce_2: 0.3409 loss_bbox_2: 0.1921 loss_giou_2: 0.3727 loss_ce_3: 0.3042 loss_bbox_3: 0.1881 loss_giou_3: 0.3652 loss_ce_4: 0.2986 loss_bbox_4: 0.1828 loss_giou_4: 0.3582 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 04:56:58] d2.utils.events INFO: eta: 20:00:57 iter: 192879 total_loss: 5.838 loss_ce: 0.3038 loss_bbox: 0.1815 loss_giou: 0.3269 loss_ce_0: 0.5066 loss_bbox_0: 0.3122 loss_giou_0: 0.5184 loss_ce_1: 0.4057 loss_bbox_1: 0.2098 loss_giou_1: 0.3732 loss_ce_2: 0.3364 loss_bbox_2: 0.1823 loss_giou_2: 0.3418 loss_ce_3: 0.3163 loss_bbox_3: 0.1787 loss_giou_3: 0.3318 loss_ce_4: 0.3045 loss_bbox_4: 0.1842 loss_giou_4: 0.3264 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:03] d2.utils.events INFO: eta: 20:00:47 iter: 192899 total_loss: 5.596 loss_ce: 0.2795 loss_bbox: 0.1917 loss_giou: 0.3243 loss_ce_0: 0.493 loss_bbox_0: 0.333 loss_giou_0: 0.5213 loss_ce_1: 0.3902 loss_bbox_1: 0.2292 loss_giou_1: 0.3834 loss_ce_2: 0.3196 loss_bbox_2: 0.2033 loss_giou_2: 0.3488 loss_ce_3: 0.2873 loss_bbox_3: 0.1943 loss_giou_3: 0.3348 loss_ce_4: 0.2782 loss_bbox_4: 0.197 loss_giou_4: 0.3267 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:09] d2.utils.events INFO: eta: 20:00:27 iter: 192919 total_loss: 5.567 loss_ce: 0.2739 loss_bbox: 0.1771 loss_giou: 0.336 loss_ce_0: 0.4877 loss_bbox_0: 0.32 loss_giou_0: 0.5132 loss_ce_1: 0.3831 loss_bbox_1: 0.2163 loss_giou_1: 0.3742 loss_ce_2: 0.312 loss_bbox_2: 0.1941 loss_giou_2: 0.3567 loss_ce_3: 0.2921 loss_bbox_3: 0.1832 loss_giou_3: 0.343 loss_ce_4: 0.2773 loss_bbox_4: 0.1803 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:15] d2.utils.events INFO: eta: 20:00:05 iter: 192939 total_loss: 5.877 loss_ce: 0.313 loss_bbox: 0.1935 loss_giou: 0.3428 loss_ce_0: 0.5233 loss_bbox_0: 0.3238 loss_giou_0: 0.527 loss_ce_1: 0.4034 loss_bbox_1: 0.22 loss_giou_1: 0.3947 loss_ce_2: 0.3467 loss_bbox_2: 0.2033 loss_giou_2: 0.36 loss_ce_3: 0.3316 loss_bbox_3: 0.1974 loss_giou_3: 0.3491 loss_ce_4: 0.314 loss_bbox_4: 0.1921 loss_giou_4: 0.3467 time: 0.2801 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:21] d2.utils.events INFO: eta: 20:00:50 iter: 192959 total_loss: 5.723 loss_ce: 0.2887 loss_bbox: 0.1825 loss_giou: 0.3496 loss_ce_0: 0.4964 loss_bbox_0: 0.3068 loss_giou_0: 0.5519 loss_ce_1: 0.397 loss_bbox_1: 0.2111 loss_giou_1: 0.4056 loss_ce_2: 0.3324 loss_bbox_2: 0.1941 loss_giou_2: 0.3699 loss_ce_3: 0.2919 loss_bbox_3: 0.1915 loss_giou_3: 0.3641 loss_ce_4: 0.2859 loss_bbox_4: 0.1842 loss_giou_4: 0.3563 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:26] d2.utils.events INFO: eta: 20:01:19 iter: 192979 total_loss: 5.678 loss_ce: 0.2883 loss_bbox: 0.2009 loss_giou: 0.3424 loss_ce_0: 0.4916 loss_bbox_0: 0.336 loss_giou_0: 0.5305 loss_ce_1: 0.3999 loss_bbox_1: 0.2239 loss_giou_1: 0.3865 loss_ce_2: 0.3243 loss_bbox_2: 0.2123 loss_giou_2: 0.3571 loss_ce_3: 0.294 loss_bbox_3: 0.2069 loss_giou_3: 0.3465 loss_ce_4: 0.2874 loss_bbox_4: 0.1996 loss_giou_4: 0.3396 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:32] d2.utils.events INFO: eta: 20:00:49 iter: 192999 total_loss: 5.861 loss_ce: 0.2998 loss_bbox: 0.1912 loss_giou: 0.3406 loss_ce_0: 0.502 loss_bbox_0: 0.3138 loss_giou_0: 0.4966 loss_ce_1: 0.4022 loss_bbox_1: 0.2275 loss_giou_1: 0.3815 loss_ce_2: 0.3379 loss_bbox_2: 0.2086 loss_giou_2: 0.3526 loss_ce_3: 0.3066 loss_bbox_3: 0.198 loss_giou_3: 0.348 loss_ce_4: 0.3026 loss_bbox_4: 0.1961 loss_giou_4: 0.3477 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:38] d2.utils.events INFO: eta: 20:01:20 iter: 193019 total_loss: 5.636 loss_ce: 0.288 loss_bbox: 0.1774 loss_giou: 0.3179 loss_ce_0: 0.4958 loss_bbox_0: 0.3131 loss_giou_0: 0.5021 loss_ce_1: 0.3994 loss_bbox_1: 0.2108 loss_giou_1: 0.3567 loss_ce_2: 0.3304 loss_bbox_2: 0.1922 loss_giou_2: 0.3324 loss_ce_3: 0.2992 loss_bbox_3: 0.1836 loss_giou_3: 0.3213 loss_ce_4: 0.2896 loss_bbox_4: 0.1791 loss_giou_4: 0.3205 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:43] d2.utils.events INFO: eta: 20:01:07 iter: 193039 total_loss: 5.799 loss_ce: 0.2724 loss_bbox: 0.1849 loss_giou: 0.3581 loss_ce_0: 0.4795 loss_bbox_0: 0.2995 loss_giou_0: 0.5253 loss_ce_1: 0.3795 loss_bbox_1: 0.2125 loss_giou_1: 0.4023 loss_ce_2: 0.3174 loss_bbox_2: 0.1975 loss_giou_2: 0.3688 loss_ce_3: 0.2855 loss_bbox_3: 0.1885 loss_giou_3: 0.3622 loss_ce_4: 0.2731 loss_bbox_4: 0.1844 loss_giou_4: 0.355 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:49] d2.utils.events INFO: eta: 20:00:25 iter: 193059 total_loss: 5.72 loss_ce: 0.2914 loss_bbox: 0.2083 loss_giou: 0.3446 loss_ce_0: 0.4931 loss_bbox_0: 0.3393 loss_giou_0: 0.5096 loss_ce_1: 0.4029 loss_bbox_1: 0.2339 loss_giou_1: 0.3834 loss_ce_2: 0.3303 loss_bbox_2: 0.2156 loss_giou_2: 0.3606 loss_ce_3: 0.3024 loss_bbox_3: 0.2107 loss_giou_3: 0.3512 loss_ce_4: 0.2894 loss_bbox_4: 0.2093 loss_giou_4: 0.347 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 04:57:55] d2.utils.events INFO: eta: 20:00:44 iter: 193079 total_loss: 5.53 loss_ce: 0.2659 loss_bbox: 0.1919 loss_giou: 0.3315 loss_ce_0: 0.4924 loss_bbox_0: 0.3114 loss_giou_0: 0.4954 loss_ce_1: 0.3834 loss_bbox_1: 0.211 loss_giou_1: 0.3743 loss_ce_2: 0.31 loss_bbox_2: 0.2048 loss_giou_2: 0.349 loss_ce_3: 0.2902 loss_bbox_3: 0.2043 loss_giou_3: 0.3366 loss_ce_4: 0.2654 loss_bbox_4: 0.1924 loss_giou_4: 0.336 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:00] d2.utils.events INFO: eta: 20:01:01 iter: 193099 total_loss: 5.965 loss_ce: 0.3151 loss_bbox: 0.1763 loss_giou: 0.346 loss_ce_0: 0.5049 loss_bbox_0: 0.3061 loss_giou_0: 0.5377 loss_ce_1: 0.406 loss_bbox_1: 0.2063 loss_giou_1: 0.3926 loss_ce_2: 0.346 loss_bbox_2: 0.191 loss_giou_2: 0.3707 loss_ce_3: 0.3181 loss_bbox_3: 0.1826 loss_giou_3: 0.355 loss_ce_4: 0.3095 loss_bbox_4: 0.1792 loss_giou_4: 0.3458 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:06] d2.utils.events INFO: eta: 20:01:13 iter: 193119 total_loss: 5.758 loss_ce: 0.2795 loss_bbox: 0.1796 loss_giou: 0.3426 loss_ce_0: 0.4917 loss_bbox_0: 0.3181 loss_giou_0: 0.5078 loss_ce_1: 0.3737 loss_bbox_1: 0.2231 loss_giou_1: 0.3908 loss_ce_2: 0.3323 loss_bbox_2: 0.1978 loss_giou_2: 0.3643 loss_ce_3: 0.3009 loss_bbox_3: 0.1869 loss_giou_3: 0.3538 loss_ce_4: 0.2846 loss_bbox_4: 0.1831 loss_giou_4: 0.3469 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:12] d2.utils.events INFO: eta: 20:01:21 iter: 193139 total_loss: 5.821 loss_ce: 0.2785 loss_bbox: 0.1913 loss_giou: 0.3333 loss_ce_0: 0.5236 loss_bbox_0: 0.3255 loss_giou_0: 0.5216 loss_ce_1: 0.4089 loss_bbox_1: 0.2253 loss_giou_1: 0.3871 loss_ce_2: 0.3265 loss_bbox_2: 0.2084 loss_giou_2: 0.3596 loss_ce_3: 0.2999 loss_bbox_3: 0.1974 loss_giou_3: 0.3383 loss_ce_4: 0.2775 loss_bbox_4: 0.1939 loss_giou_4: 0.3404 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:17] d2.utils.events INFO: eta: 20:01:29 iter: 193159 total_loss: 5.618 loss_ce: 0.2806 loss_bbox: 0.1816 loss_giou: 0.3325 loss_ce_0: 0.4926 loss_bbox_0: 0.3105 loss_giou_0: 0.5084 loss_ce_1: 0.404 loss_bbox_1: 0.2172 loss_giou_1: 0.3757 loss_ce_2: 0.3206 loss_bbox_2: 0.1976 loss_giou_2: 0.3504 loss_ce_3: 0.2933 loss_bbox_3: 0.1877 loss_giou_3: 0.3364 loss_ce_4: 0.2806 loss_bbox_4: 0.181 loss_giou_4: 0.3381 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:23] d2.utils.events INFO: eta: 20:01:27 iter: 193179 total_loss: 5.595 loss_ce: 0.2896 loss_bbox: 0.1837 loss_giou: 0.3282 loss_ce_0: 0.5046 loss_bbox_0: 0.3279 loss_giou_0: 0.5311 loss_ce_1: 0.3987 loss_bbox_1: 0.2202 loss_giou_1: 0.3796 loss_ce_2: 0.3293 loss_bbox_2: 0.1979 loss_giou_2: 0.3456 loss_ce_3: 0.2908 loss_bbox_3: 0.1916 loss_giou_3: 0.3355 loss_ce_4: 0.2857 loss_bbox_4: 0.1876 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:29] d2.utils.events INFO: eta: 20:01:13 iter: 193199 total_loss: 5.427 loss_ce: 0.2834 loss_bbox: 0.1823 loss_giou: 0.3348 loss_ce_0: 0.4902 loss_bbox_0: 0.2975 loss_giou_0: 0.5349 loss_ce_1: 0.3795 loss_bbox_1: 0.2073 loss_giou_1: 0.3827 loss_ce_2: 0.3259 loss_bbox_2: 0.1971 loss_giou_2: 0.3523 loss_ce_3: 0.2919 loss_bbox_3: 0.1857 loss_giou_3: 0.3407 loss_ce_4: 0.2794 loss_bbox_4: 0.1805 loss_giou_4: 0.3389 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:34] d2.utils.events INFO: eta: 20:01:02 iter: 193219 total_loss: 5.806 loss_ce: 0.3041 loss_bbox: 0.1874 loss_giou: 0.3449 loss_ce_0: 0.5011 loss_bbox_0: 0.3366 loss_giou_0: 0.5279 loss_ce_1: 0.3923 loss_bbox_1: 0.222 loss_giou_1: 0.3972 loss_ce_2: 0.3419 loss_bbox_2: 0.2065 loss_giou_2: 0.3663 loss_ce_3: 0.3152 loss_bbox_3: 0.1959 loss_giou_3: 0.3614 loss_ce_4: 0.3052 loss_bbox_4: 0.1911 loss_giou_4: 0.3528 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:40] d2.utils.events INFO: eta: 20:01:16 iter: 193239 total_loss: 5.58 loss_ce: 0.2877 loss_bbox: 0.1817 loss_giou: 0.3234 loss_ce_0: 0.4935 loss_bbox_0: 0.3065 loss_giou_0: 0.4851 loss_ce_1: 0.3839 loss_bbox_1: 0.2199 loss_giou_1: 0.3611 loss_ce_2: 0.3267 loss_bbox_2: 0.2025 loss_giou_2: 0.3357 loss_ce_3: 0.3079 loss_bbox_3: 0.1922 loss_giou_3: 0.3245 loss_ce_4: 0.2887 loss_bbox_4: 0.1893 loss_giou_4: 0.3251 time: 0.2801 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:46] d2.utils.events INFO: eta: 20:01:04 iter: 193259 total_loss: 5.583 loss_ce: 0.289 loss_bbox: 0.1844 loss_giou: 0.3299 loss_ce_0: 0.4943 loss_bbox_0: 0.3063 loss_giou_0: 0.5332 loss_ce_1: 0.3874 loss_bbox_1: 0.2143 loss_giou_1: 0.3901 loss_ce_2: 0.3235 loss_bbox_2: 0.1949 loss_giou_2: 0.3515 loss_ce_3: 0.2962 loss_bbox_3: 0.1888 loss_giou_3: 0.3364 loss_ce_4: 0.2838 loss_bbox_4: 0.1843 loss_giou_4: 0.3326 time: 0.2801 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:51] d2.utils.events INFO: eta: 20:01:05 iter: 193279 total_loss: 5.626 loss_ce: 0.2645 loss_bbox: 0.1749 loss_giou: 0.3144 loss_ce_0: 0.4772 loss_bbox_0: 0.3119 loss_giou_0: 0.5006 loss_ce_1: 0.3841 loss_bbox_1: 0.2144 loss_giou_1: 0.3677 loss_ce_2: 0.3114 loss_bbox_2: 0.1976 loss_giou_2: 0.3412 loss_ce_3: 0.2663 loss_bbox_3: 0.185 loss_giou_3: 0.3279 loss_ce_4: 0.256 loss_bbox_4: 0.1762 loss_giou_4: 0.3205 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 04:58:57] d2.utils.events INFO: eta: 20:00:36 iter: 193299 total_loss: 5.49 loss_ce: 0.2721 loss_bbox: 0.1982 loss_giou: 0.3231 loss_ce_0: 0.4993 loss_bbox_0: 0.3281 loss_giou_0: 0.4995 loss_ce_1: 0.3855 loss_bbox_1: 0.2271 loss_giou_1: 0.3652 loss_ce_2: 0.3222 loss_bbox_2: 0.2061 loss_giou_2: 0.3373 loss_ce_3: 0.2932 loss_bbox_3: 0.2006 loss_giou_3: 0.3355 loss_ce_4: 0.2819 loss_bbox_4: 0.1999 loss_giou_4: 0.3291 time: 0.2801 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/03 04:59:03] d2.utils.events INFO: eta: 20:00:34 iter: 193319 total_loss: 5.874 loss_ce: 0.2989 loss_bbox: 0.1851 loss_giou: 0.3344 loss_ce_0: 0.5086 loss_bbox_0: 0.3151 loss_giou_0: 0.5076 loss_ce_1: 0.3955 loss_bbox_1: 0.2098 loss_giou_1: 0.3782 loss_ce_2: 0.3352 loss_bbox_2: 0.1927 loss_giou_2: 0.3561 loss_ce_3: 0.3091 loss_bbox_3: 0.1819 loss_giou_3: 0.3411 loss_ce_4: 0.3002 loss_bbox_4: 0.1838 loss_giou_4: 0.3404 time: 0.2801 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 04:59:08] d2.utils.events INFO: eta: 20:00:58 iter: 193339 total_loss: 5.62 loss_ce: 0.2935 loss_bbox: 0.1849 loss_giou: 0.3394 loss_ce_0: 0.5004 loss_bbox_0: 0.3129 loss_giou_0: 0.5322 loss_ce_1: 0.3964 loss_bbox_1: 0.2147 loss_giou_1: 0.3894 loss_ce_2: 0.333 loss_bbox_2: 0.193 loss_giou_2: 0.3575 loss_ce_3: 0.313 loss_bbox_3: 0.1861 loss_giou_3: 0.3629 loss_ce_4: 0.3007 loss_bbox_4: 0.1873 loss_giou_4: 0.3502 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 04:59:14] d2.utils.events INFO: eta: 20:01:20 iter: 193359 total_loss: 5.531 loss_ce: 0.2789 loss_bbox: 0.1811 loss_giou: 0.3077 loss_ce_0: 0.4945 loss_bbox_0: 0.3163 loss_giou_0: 0.4928 loss_ce_1: 0.3846 loss_bbox_1: 0.2142 loss_giou_1: 0.361 loss_ce_2: 0.31 loss_bbox_2: 0.1921 loss_giou_2: 0.3283 loss_ce_3: 0.2898 loss_bbox_3: 0.1814 loss_giou_3: 0.3186 loss_ce_4: 0.2806 loss_bbox_4: 0.1849 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max_mem: 5427M [11/03 04:59:42] d2.utils.events INFO: eta: 20:01:09 iter: 193459 total_loss: 5.496 loss_ce: 0.2925 loss_bbox: 0.1843 loss_giou: 0.3263 loss_ce_0: 0.4973 loss_bbox_0: 0.3171 loss_giou_0: 0.5078 loss_ce_1: 0.3978 loss_bbox_1: 0.222 loss_giou_1: 0.3667 loss_ce_2: 0.3438 loss_bbox_2: 0.1981 loss_giou_2: 0.3468 loss_ce_3: 0.3027 loss_bbox_3: 0.1879 loss_giou_3: 0.3354 loss_ce_4: 0.2971 loss_bbox_4: 0.1847 loss_giou_4: 0.3341 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 04:59:48] d2.utils.events INFO: eta: 20:00:18 iter: 193479 total_loss: 5.909 loss_ce: 0.3044 loss_bbox: 0.1876 loss_giou: 0.3738 loss_ce_0: 0.5088 loss_bbox_0: 0.3227 loss_giou_0: 0.5497 loss_ce_1: 0.4044 loss_bbox_1: 0.2213 loss_giou_1: 0.4059 loss_ce_2: 0.3352 loss_bbox_2: 0.204 loss_giou_2: 0.3899 loss_ce_3: 0.3125 loss_bbox_3: 0.1996 loss_giou_3: 0.38 loss_ce_4: 0.3023 loss_bbox_4: 0.1864 loss_giou_4: 0.3729 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 04:59:54] d2.utils.events INFO: eta: 19:59:40 iter: 193499 total_loss: 5.67 loss_ce: 0.2844 loss_bbox: 0.1789 loss_giou: 0.3365 loss_ce_0: 0.4829 loss_bbox_0: 0.308 loss_giou_0: 0.5199 loss_ce_1: 0.3857 loss_bbox_1: 0.2123 loss_giou_1: 0.3941 loss_ce_2: 0.3201 loss_bbox_2: 0.1979 loss_giou_2: 0.3604 loss_ce_3: 0.2941 loss_bbox_3: 0.1865 loss_giou_3: 0.3488 loss_ce_4: 0.2835 loss_bbox_4: 0.1806 loss_giou_4: 0.3422 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 04:59:59] d2.utils.events INFO: eta: 19:59:21 iter: 193519 total_loss: 5.62 loss_ce: 0.2933 loss_bbox: 0.1739 loss_giou: 0.3356 loss_ce_0: 0.4996 loss_bbox_0: 0.2945 loss_giou_0: 0.5192 loss_ce_1: 0.3967 loss_bbox_1: 0.2099 loss_giou_1: 0.3844 loss_ce_2: 0.3279 loss_bbox_2: 0.1904 loss_giou_2: 0.3518 loss_ce_3: 0.3111 loss_bbox_3: 0.1823 loss_giou_3: 0.3472 loss_ce_4: 0.3011 loss_bbox_4: 0.1785 loss_giou_4: 0.3399 time: 0.2801 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:05] d2.utils.events INFO: eta: 19:59:15 iter: 193539 total_loss: 5.562 loss_ce: 0.28 loss_bbox: 0.1825 loss_giou: 0.325 loss_ce_0: 0.4896 loss_bbox_0: 0.3011 loss_giou_0: 0.4976 loss_ce_1: 0.3817 loss_bbox_1: 0.2144 loss_giou_1: 0.3815 loss_ce_2: 0.3216 loss_bbox_2: 0.1915 loss_giou_2: 0.3414 loss_ce_3: 0.2939 loss_bbox_3: 0.1867 loss_giou_3: 0.3251 loss_ce_4: 0.2809 loss_bbox_4: 0.1832 loss_giou_4: 0.3293 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:11] d2.utils.events INFO: eta: 19:58:52 iter: 193559 total_loss: 5.727 loss_ce: 0.2879 loss_bbox: 0.1904 loss_giou: 0.3387 loss_ce_0: 0.4891 loss_bbox_0: 0.3217 loss_giou_0: 0.5214 loss_ce_1: 0.3944 loss_bbox_1: 0.2261 loss_giou_1: 0.3832 loss_ce_2: 0.3272 loss_bbox_2: 0.2066 loss_giou_2: 0.3554 loss_ce_3: 0.2893 loss_bbox_3: 0.1984 loss_giou_3: 0.3444 loss_ce_4: 0.2881 loss_bbox_4: 0.1887 loss_giou_4: 0.3417 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:16] d2.utils.events INFO: eta: 19:58:55 iter: 193579 total_loss: 5.477 loss_ce: 0.2863 loss_bbox: 0.1737 loss_giou: 0.3426 loss_ce_0: 0.4806 loss_bbox_0: 0.3065 loss_giou_0: 0.5143 loss_ce_1: 0.3663 loss_bbox_1: 0.2157 loss_giou_1: 0.3871 loss_ce_2: 0.3219 loss_bbox_2: 0.1849 loss_giou_2: 0.3571 loss_ce_3: 0.2847 loss_bbox_3: 0.1807 loss_giou_3: 0.3484 loss_ce_4: 0.2892 loss_bbox_4: 0.1816 loss_giou_4: 0.3452 time: 0.2801 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:22] d2.utils.events INFO: eta: 19:59:03 iter: 193599 total_loss: 5.411 loss_ce: 0.2678 loss_bbox: 0.1715 loss_giou: 0.3165 loss_ce_0: 0.4643 loss_bbox_0: 0.3009 loss_giou_0: 0.5206 loss_ce_1: 0.3667 loss_bbox_1: 0.1959 loss_giou_1: 0.3708 loss_ce_2: 0.3144 loss_bbox_2: 0.1862 loss_giou_2: 0.3393 loss_ce_3: 0.2851 loss_bbox_3: 0.1811 loss_giou_3: 0.3261 loss_ce_4: 0.2752 loss_bbox_4: 0.1781 loss_giou_4: 0.3224 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:28] d2.utils.events INFO: eta: 19:59:01 iter: 193619 total_loss: 5.444 loss_ce: 0.2897 loss_bbox: 0.1745 loss_giou: 0.3159 loss_ce_0: 0.4918 loss_bbox_0: 0.3082 loss_giou_0: 0.4979 loss_ce_1: 0.3843 loss_bbox_1: 0.2087 loss_giou_1: 0.3638 loss_ce_2: 0.3344 loss_bbox_2: 0.19 loss_giou_2: 0.329 loss_ce_3: 0.3022 loss_bbox_3: 0.1782 loss_giou_3: 0.3194 loss_ce_4: 0.2862 loss_bbox_4: 0.178 loss_giou_4: 0.3215 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:33] d2.utils.events INFO: eta: 19:59:09 iter: 193639 total_loss: 5.469 loss_ce: 0.2758 loss_bbox: 0.1683 loss_giou: 0.3307 loss_ce_0: 0.4877 loss_bbox_0: 0.2887 loss_giou_0: 0.5104 loss_ce_1: 0.3812 loss_bbox_1: 0.2018 loss_giou_1: 0.3837 loss_ce_2: 0.323 loss_bbox_2: 0.1784 loss_giou_2: 0.3584 loss_ce_3: 0.2944 loss_bbox_3: 0.1723 loss_giou_3: 0.343 loss_ce_4: 0.2822 loss_bbox_4: 0.1689 loss_giou_4: 0.3361 time: 0.2801 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:39] d2.utils.events INFO: eta: 19:58:57 iter: 193659 total_loss: 5.67 loss_ce: 0.2861 loss_bbox: 0.1945 loss_giou: 0.3432 loss_ce_0: 0.4926 loss_bbox_0: 0.3176 loss_giou_0: 0.5189 loss_ce_1: 0.3957 loss_bbox_1: 0.2244 loss_giou_1: 0.3874 loss_ce_2: 0.3239 loss_bbox_2: 0.2038 loss_giou_2: 0.3645 loss_ce_3: 0.2891 loss_bbox_3: 0.1946 loss_giou_3: 0.3479 loss_ce_4: 0.2852 loss_bbox_4: 0.1961 loss_giou_4: 0.3463 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:45] d2.utils.events INFO: eta: 19:57:28 iter: 193679 total_loss: 5.627 loss_ce: 0.2845 loss_bbox: 0.1857 loss_giou: 0.3363 loss_ce_0: 0.471 loss_bbox_0: 0.3082 loss_giou_0: 0.5287 loss_ce_1: 0.3864 loss_bbox_1: 0.2212 loss_giou_1: 0.3813 loss_ce_2: 0.3345 loss_bbox_2: 0.1996 loss_giou_2: 0.3497 loss_ce_3: 0.2899 loss_bbox_3: 0.1919 loss_giou_3: 0.3417 loss_ce_4: 0.2779 loss_bbox_4: 0.1895 loss_giou_4: 0.3389 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:50] d2.utils.events INFO: eta: 19:56:42 iter: 193699 total_loss: 5.645 loss_ce: 0.2974 loss_bbox: 0.1878 loss_giou: 0.3227 loss_ce_0: 0.4977 loss_bbox_0: 0.3142 loss_giou_0: 0.5102 loss_ce_1: 0.3874 loss_bbox_1: 0.2265 loss_giou_1: 0.3842 loss_ce_2: 0.346 loss_bbox_2: 0.2026 loss_giou_2: 0.3424 loss_ce_3: 0.3073 loss_bbox_3: 0.1936 loss_giou_3: 0.3329 loss_ce_4: 0.299 loss_bbox_4: 0.1871 loss_giou_4: 0.325 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 05:00:56] d2.utils.events INFO: eta: 19:57:15 iter: 193719 total_loss: 5.668 loss_ce: 0.3017 loss_bbox: 0.1665 loss_giou: 0.3309 loss_ce_0: 0.5168 loss_bbox_0: 0.2862 loss_giou_0: 0.5158 loss_ce_1: 0.4241 loss_bbox_1: 0.1999 loss_giou_1: 0.3739 loss_ce_2: 0.3589 loss_bbox_2: 0.1789 loss_giou_2: 0.3485 loss_ce_3: 0.3243 loss_bbox_3: 0.1693 loss_giou_3: 0.3412 loss_ce_4: 0.3058 loss_bbox_4: 0.1646 loss_giou_4: 0.3324 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:02] d2.utils.events INFO: eta: 19:56:36 iter: 193739 total_loss: 5.753 loss_ce: 0.2927 loss_bbox: 0.1929 loss_giou: 0.3181 loss_ce_0: 0.5124 loss_bbox_0: 0.3168 loss_giou_0: 0.4923 loss_ce_1: 0.3944 loss_bbox_1: 0.2214 loss_giou_1: 0.3708 loss_ce_2: 0.3313 loss_bbox_2: 0.1978 loss_giou_2: 0.3317 loss_ce_3: 0.298 loss_bbox_3: 0.1935 loss_giou_3: 0.3266 loss_ce_4: 0.2902 loss_bbox_4: 0.1881 loss_giou_4: 0.324 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:07] d2.utils.events INFO: eta: 19:57:06 iter: 193759 total_loss: 5.514 loss_ce: 0.2855 loss_bbox: 0.1793 loss_giou: 0.3311 loss_ce_0: 0.5127 loss_bbox_0: 0.3021 loss_giou_0: 0.4872 loss_ce_1: 0.4047 loss_bbox_1: 0.2136 loss_giou_1: 0.3675 loss_ce_2: 0.3398 loss_bbox_2: 0.1877 loss_giou_2: 0.3455 loss_ce_3: 0.2968 loss_bbox_3: 0.1817 loss_giou_3: 0.3367 loss_ce_4: 0.2842 loss_bbox_4: 0.179 loss_giou_4: 0.3361 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:13] d2.utils.events INFO: eta: 19:58:02 iter: 193779 total_loss: 5.668 loss_ce: 0.3096 loss_bbox: 0.1812 loss_giou: 0.3396 loss_ce_0: 0.5027 loss_bbox_0: 0.3143 loss_giou_0: 0.5396 loss_ce_1: 0.3979 loss_bbox_1: 0.2151 loss_giou_1: 0.3881 loss_ce_2: 0.3445 loss_bbox_2: 0.1914 loss_giou_2: 0.3705 loss_ce_3: 0.3064 loss_bbox_3: 0.1815 loss_giou_3: 0.3482 loss_ce_4: 0.3135 loss_bbox_4: 0.1818 loss_giou_4: 0.3437 time: 0.2801 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:19] d2.utils.events INFO: eta: 19:58:06 iter: 193799 total_loss: 5.764 loss_ce: 0.3023 loss_bbox: 0.1926 loss_giou: 0.3453 loss_ce_0: 0.4856 loss_bbox_0: 0.3253 loss_giou_0: 0.5137 loss_ce_1: 0.3856 loss_bbox_1: 0.2305 loss_giou_1: 0.3979 loss_ce_2: 0.3377 loss_bbox_2: 0.2121 loss_giou_2: 0.3645 loss_ce_3: 0.3132 loss_bbox_3: 0.2013 loss_giou_3: 0.3458 loss_ce_4: 0.3028 loss_bbox_4: 0.1956 loss_giou_4: 0.3456 time: 0.2801 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:24] d2.utils.events INFO: eta: 19:57:46 iter: 193819 total_loss: 5.895 loss_ce: 0.2995 loss_bbox: 0.1956 loss_giou: 0.3589 loss_ce_0: 0.5251 loss_bbox_0: 0.3286 loss_giou_0: 0.526 loss_ce_1: 0.3895 loss_bbox_1: 0.2298 loss_giou_1: 0.4044 loss_ce_2: 0.3437 loss_bbox_2: 0.2109 loss_giou_2: 0.3826 loss_ce_3: 0.3093 loss_bbox_3: 0.1968 loss_giou_3: 0.3678 loss_ce_4: 0.3022 loss_bbox_4: 0.1957 loss_giou_4: 0.364 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:30] d2.utils.events INFO: eta: 19:57:55 iter: 193839 total_loss: 6.002 loss_ce: 0.3081 loss_bbox: 0.2018 loss_giou: 0.3626 loss_ce_0: 0.5124 loss_bbox_0: 0.3368 loss_giou_0: 0.5445 loss_ce_1: 0.4044 loss_bbox_1: 0.2349 loss_giou_1: 0.4183 loss_ce_2: 0.3485 loss_bbox_2: 0.2153 loss_giou_2: 0.3824 loss_ce_3: 0.3116 loss_bbox_3: 0.208 loss_giou_3: 0.367 loss_ce_4: 0.302 loss_bbox_4: 0.2017 loss_giou_4: 0.3664 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:36] d2.utils.events INFO: eta: 19:57:34 iter: 193859 total_loss: 5.931 loss_ce: 0.3059 loss_bbox: 0.1937 loss_giou: 0.336 loss_ce_0: 0.5253 loss_bbox_0: 0.3292 loss_giou_0: 0.5254 loss_ce_1: 0.4061 loss_bbox_1: 0.2248 loss_giou_1: 0.3778 loss_ce_2: 0.3454 loss_bbox_2: 0.2036 loss_giou_2: 0.3553 loss_ce_3: 0.3187 loss_bbox_3: 0.1972 loss_giou_3: 0.344 loss_ce_4: 0.3112 loss_bbox_4: 0.1956 loss_giou_4: 0.3361 time: 0.2801 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:41] d2.utils.events INFO: eta: 19:57:29 iter: 193879 total_loss: 5.881 loss_ce: 0.2934 loss_bbox: 0.1784 loss_giou: 0.3563 loss_ce_0: 0.5111 loss_bbox_0: 0.3057 loss_giou_0: 0.5356 loss_ce_1: 0.3938 loss_bbox_1: 0.2061 loss_giou_1: 0.4169 loss_ce_2: 0.3264 loss_bbox_2: 0.1929 loss_giou_2: 0.3747 loss_ce_3: 0.3011 loss_bbox_3: 0.1919 loss_giou_3: 0.3623 loss_ce_4: 0.2828 loss_bbox_4: 0.181 loss_giou_4: 0.3604 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:47] d2.utils.events INFO: eta: 19:57:56 iter: 193899 total_loss: 5.476 loss_ce: 0.2721 loss_bbox: 0.1765 loss_giou: 0.321 loss_ce_0: 0.4737 loss_bbox_0: 0.3008 loss_giou_0: 0.5012 loss_ce_1: 0.3793 loss_bbox_1: 0.2116 loss_giou_1: 0.3634 loss_ce_2: 0.3168 loss_bbox_2: 0.1879 loss_giou_2: 0.3355 loss_ce_3: 0.2858 loss_bbox_3: 0.1801 loss_giou_3: 0.325 loss_ce_4: 0.2692 loss_bbox_4: 0.176 loss_giou_4: 0.3215 time: 0.2801 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:53] d2.utils.events INFO: eta: 19:58:22 iter: 193919 total_loss: 5.748 loss_ce: 0.2799 loss_bbox: 0.1865 loss_giou: 0.3505 loss_ce_0: 0.483 loss_bbox_0: 0.3093 loss_giou_0: 0.5101 loss_ce_1: 0.3754 loss_bbox_1: 0.2148 loss_giou_1: 0.3897 loss_ce_2: 0.3127 loss_bbox_2: 0.202 loss_giou_2: 0.3615 loss_ce_3: 0.289 loss_bbox_3: 0.1946 loss_giou_3: 0.3567 loss_ce_4: 0.2787 loss_bbox_4: 0.1921 loss_giou_4: 0.3569 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:01:58] d2.utils.events INFO: eta: 19:59:19 iter: 193939 total_loss: 5.642 loss_ce: 0.292 loss_bbox: 0.1789 loss_giou: 0.3117 loss_ce_0: 0.5029 loss_bbox_0: 0.3031 loss_giou_0: 0.4895 loss_ce_1: 0.3907 loss_bbox_1: 0.2069 loss_giou_1: 0.3644 loss_ce_2: 0.337 loss_bbox_2: 0.1882 loss_giou_2: 0.3297 loss_ce_3: 0.3099 loss_bbox_3: 0.1845 loss_giou_3: 0.3175 loss_ce_4: 0.297 loss_bbox_4: 0.1816 loss_giou_4: 0.3141 time: 0.2801 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/03 05:02:04] d2.utils.events INFO: eta: 19:58:10 iter: 193959 total_loss: 5.4 loss_ce: 0.2637 loss_bbox: 0.1687 loss_giou: 0.3324 loss_ce_0: 0.4773 loss_bbox_0: 0.2996 loss_giou_0: 0.4987 loss_ce_1: 0.3665 loss_bbox_1: 0.2021 loss_giou_1: 0.3817 loss_ce_2: 0.3079 loss_bbox_2: 0.1836 loss_giou_2: 0.3585 loss_ce_3: 0.2732 loss_bbox_3: 0.1722 loss_giou_3: 0.3468 loss_ce_4: 0.2651 loss_bbox_4: 0.1751 loss_giou_4: 0.3353 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 05:02:10] d2.utils.events INFO: eta: 19:57:27 iter: 193979 total_loss: 5.824 loss_ce: 0.3153 loss_bbox: 0.1839 loss_giou: 0.3447 loss_ce_0: 0.5233 loss_bbox_0: 0.332 loss_giou_0: 0.5421 loss_ce_1: 0.4222 loss_bbox_1: 0.2187 loss_giou_1: 0.3926 loss_ce_2: 0.3482 loss_bbox_2: 0.197 loss_giou_2: 0.3658 loss_ce_3: 0.3233 loss_bbox_3: 0.1875 loss_giou_3: 0.3577 loss_ce_4: 0.3128 loss_bbox_4: 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5427M [11/03 05:02:38] d2.utils.events INFO: eta: 19:57:05 iter: 194079 total_loss: 5.828 loss_ce: 0.2956 loss_bbox: 0.1793 loss_giou: 0.3333 loss_ce_0: 0.4993 loss_bbox_0: 0.3193 loss_giou_0: 0.5486 loss_ce_1: 0.4069 loss_bbox_1: 0.2091 loss_giou_1: 0.3826 loss_ce_2: 0.3327 loss_bbox_2: 0.1941 loss_giou_2: 0.3569 loss_ce_3: 0.311 loss_bbox_3: 0.1853 loss_giou_3: 0.3416 loss_ce_4: 0.2936 loss_bbox_4: 0.178 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:02:44] d2.utils.events INFO: eta: 19:56:33 iter: 194099 total_loss: 5.608 loss_ce: 0.2765 loss_bbox: 0.1819 loss_giou: 0.34 loss_ce_0: 0.4991 loss_bbox_0: 0.3222 loss_giou_0: 0.5201 loss_ce_1: 0.4025 loss_bbox_1: 0.2228 loss_giou_1: 0.3834 loss_ce_2: 0.3359 loss_bbox_2: 0.1969 loss_giou_2: 0.3588 loss_ce_3: 0.2941 loss_bbox_3: 0.1889 loss_giou_3: 0.3474 loss_ce_4: 0.2747 loss_bbox_4: 0.1827 loss_giou_4: 0.341 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 05:02:49] d2.utils.events INFO: eta: 19:55:54 iter: 194119 total_loss: 5.714 loss_ce: 0.2887 loss_bbox: 0.1861 loss_giou: 0.3547 loss_ce_0: 0.4872 loss_bbox_0: 0.3078 loss_giou_0: 0.5179 loss_ce_1: 0.384 loss_bbox_1: 0.2145 loss_giou_1: 0.402 loss_ce_2: 0.3318 loss_bbox_2: 0.2017 loss_giou_2: 0.3783 loss_ce_3: 0.2912 loss_bbox_3: 0.1939 loss_giou_3: 0.3652 loss_ce_4: 0.2859 loss_bbox_4: 0.193 loss_giou_4: 0.3603 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 05:02:55] d2.utils.events INFO: eta: 19:55:48 iter: 194139 total_loss: 5.929 loss_ce: 0.3011 loss_bbox: 0.1872 loss_giou: 0.3467 loss_ce_0: 0.4949 loss_bbox_0: 0.34 loss_giou_0: 0.5283 loss_ce_1: 0.398 loss_bbox_1: 0.232 loss_giou_1: 0.3968 loss_ce_2: 0.3372 loss_bbox_2: 0.2082 loss_giou_2: 0.3615 loss_ce_3: 0.3104 loss_bbox_3: 0.1988 loss_giou_3: 0.3535 loss_ce_4: 0.3048 loss_bbox_4: 0.1912 loss_giou_4: 0.3504 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:01] d2.utils.events INFO: eta: 19:55:10 iter: 194159 total_loss: 5.935 loss_ce: 0.3032 loss_bbox: 0.1898 loss_giou: 0.3502 loss_ce_0: 0.5325 loss_bbox_0: 0.3215 loss_giou_0: 0.5277 loss_ce_1: 0.4226 loss_bbox_1: 0.2191 loss_giou_1: 0.4075 loss_ce_2: 0.3555 loss_bbox_2: 0.2022 loss_giou_2: 0.3781 loss_ce_3: 0.3138 loss_bbox_3: 0.1965 loss_giou_3: 0.3613 loss_ce_4: 0.3045 loss_bbox_4: 0.1909 loss_giou_4: 0.355 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:06] d2.utils.events INFO: eta: 19:55:06 iter: 194179 total_loss: 5.757 loss_ce: 0.2876 loss_bbox: 0.1819 loss_giou: 0.3309 loss_ce_0: 0.4946 loss_bbox_0: 0.3091 loss_giou_0: 0.5175 loss_ce_1: 0.3959 loss_bbox_1: 0.2214 loss_giou_1: 0.3788 loss_ce_2: 0.3156 loss_bbox_2: 0.202 loss_giou_2: 0.3518 loss_ce_3: 0.3046 loss_bbox_3: 0.194 loss_giou_3: 0.3391 loss_ce_4: 0.2937 loss_bbox_4: 0.1871 loss_giou_4: 0.3359 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:12] d2.utils.events INFO: eta: 19:54:53 iter: 194199 total_loss: 5.462 loss_ce: 0.2717 loss_bbox: 0.1785 loss_giou: 0.3189 loss_ce_0: 0.4778 loss_bbox_0: 0.2994 loss_giou_0: 0.5068 loss_ce_1: 0.3815 loss_bbox_1: 0.2212 loss_giou_1: 0.3724 loss_ce_2: 0.3179 loss_bbox_2: 0.2025 loss_giou_2: 0.3363 loss_ce_3: 0.2814 loss_bbox_3: 0.1876 loss_giou_3: 0.3282 loss_ce_4: 0.2705 loss_bbox_4: 0.1856 loss_giou_4: 0.3249 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:18] d2.utils.events INFO: eta: 19:54:41 iter: 194219 total_loss: 5.479 loss_ce: 0.2865 loss_bbox: 0.1621 loss_giou: 0.2974 loss_ce_0: 0.503 loss_bbox_0: 0.3057 loss_giou_0: 0.4877 loss_ce_1: 0.395 loss_bbox_1: 0.205 loss_giou_1: 0.352 loss_ce_2: 0.3213 loss_bbox_2: 0.1793 loss_giou_2: 0.3224 loss_ce_3: 0.2971 loss_bbox_3: 0.1666 loss_giou_3: 0.3036 loss_ce_4: 0.2935 loss_bbox_4: 0.1656 loss_giou_4: 0.2996 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:23] d2.utils.events INFO: eta: 19:54:35 iter: 194239 total_loss: 5.696 loss_ce: 0.2752 loss_bbox: 0.1927 loss_giou: 0.3311 loss_ce_0: 0.491 loss_bbox_0: 0.3153 loss_giou_0: 0.5185 loss_ce_1: 0.3827 loss_bbox_1: 0.2222 loss_giou_1: 0.3853 loss_ce_2: 0.3214 loss_bbox_2: 0.2077 loss_giou_2: 0.3529 loss_ce_3: 0.2929 loss_bbox_3: 0.1989 loss_giou_3: 0.3441 loss_ce_4: 0.2803 loss_bbox_4: 0.1933 loss_giou_4: 0.3347 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:29] d2.utils.events INFO: eta: 19:54:26 iter: 194259 total_loss: 5.871 loss_ce: 0.2889 loss_bbox: 0.1976 loss_giou: 0.345 loss_ce_0: 0.5003 loss_bbox_0: 0.3137 loss_giou_0: 0.5059 loss_ce_1: 0.3869 loss_bbox_1: 0.2339 loss_giou_1: 0.396 loss_ce_2: 0.3339 loss_bbox_2: 0.2136 loss_giou_2: 0.3649 loss_ce_3: 0.2994 loss_bbox_3: 0.2062 loss_giou_3: 0.3518 loss_ce_4: 0.2902 loss_bbox_4: 0.2027 loss_giou_4: 0.3449 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:35] d2.utils.events INFO: eta: 19:54:18 iter: 194279 total_loss: 5.589 loss_ce: 0.2852 loss_bbox: 0.1684 loss_giou: 0.347 loss_ce_0: 0.5147 loss_bbox_0: 0.2965 loss_giou_0: 0.5359 loss_ce_1: 0.3884 loss_bbox_1: 0.2082 loss_giou_1: 0.4018 loss_ce_2: 0.334 loss_bbox_2: 0.1843 loss_giou_2: 0.3754 loss_ce_3: 0.2913 loss_bbox_3: 0.1746 loss_giou_3: 0.3564 loss_ce_4: 0.2833 loss_bbox_4: 0.1705 loss_giou_4: 0.3519 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:40] d2.utils.events INFO: eta: 19:54:12 iter: 194299 total_loss: 6.054 loss_ce: 0.3139 loss_bbox: 0.2003 loss_giou: 0.3525 loss_ce_0: 0.502 loss_bbox_0: 0.3388 loss_giou_0: 0.5454 loss_ce_1: 0.403 loss_bbox_1: 0.2242 loss_giou_1: 0.401 loss_ce_2: 0.3522 loss_bbox_2: 0.2095 loss_giou_2: 0.3718 loss_ce_3: 0.321 loss_bbox_3: 0.2052 loss_giou_3: 0.355 loss_ce_4: 0.3114 loss_bbox_4: 0.2063 loss_giou_4: 0.3543 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:46] d2.utils.events INFO: eta: 19:54:09 iter: 194319 total_loss: 5.57 loss_ce: 0.2702 loss_bbox: 0.1819 loss_giou: 0.3173 loss_ce_0: 0.4941 loss_bbox_0: 0.309 loss_giou_0: 0.5024 loss_ce_1: 0.3821 loss_bbox_1: 0.2187 loss_giou_1: 0.3566 loss_ce_2: 0.3214 loss_bbox_2: 0.1972 loss_giou_2: 0.3316 loss_ce_3: 0.2868 loss_bbox_3: 0.1933 loss_giou_3: 0.32 loss_ce_4: 0.273 loss_bbox_4: 0.19 loss_giou_4: 0.3174 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:52] d2.utils.events INFO: eta: 19:53:42 iter: 194339 total_loss: 5.566 loss_ce: 0.2802 loss_bbox: 0.1836 loss_giou: 0.3302 loss_ce_0: 0.4954 loss_bbox_0: 0.3246 loss_giou_0: 0.4969 loss_ce_1: 0.3858 loss_bbox_1: 0.2155 loss_giou_1: 0.3705 loss_ce_2: 0.3223 loss_bbox_2: 0.1976 loss_giou_2: 0.3526 loss_ce_3: 0.2991 loss_bbox_3: 0.1913 loss_giou_3: 0.3335 loss_ce_4: 0.2849 loss_bbox_4: 0.1866 loss_giou_4: 0.33 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 05:03:57] d2.utils.events INFO: eta: 19:53:20 iter: 194359 total_loss: 5.738 loss_ce: 0.2989 loss_bbox: 0.1878 loss_giou: 0.3429 loss_ce_0: 0.4896 loss_bbox_0: 0.3252 loss_giou_0: 0.5523 loss_ce_1: 0.4034 loss_bbox_1: 0.2163 loss_giou_1: 0.401 loss_ce_2: 0.3444 loss_bbox_2: 0.2026 loss_giou_2: 0.3626 loss_ce_3: 0.3163 loss_bbox_3: 0.1984 loss_giou_3: 0.3512 loss_ce_4: 0.3002 loss_bbox_4: 0.1917 loss_giou_4: 0.3453 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:03] d2.utils.events INFO: eta: 19:53:23 iter: 194379 total_loss: 5.73 loss_ce: 0.2967 loss_bbox: 0.1902 loss_giou: 0.3475 loss_ce_0: 0.5051 loss_bbox_0: 0.3055 loss_giou_0: 0.5102 loss_ce_1: 0.3957 loss_bbox_1: 0.2213 loss_giou_1: 0.4005 loss_ce_2: 0.3331 loss_bbox_2: 0.1946 loss_giou_2: 0.361 loss_ce_3: 0.2971 loss_bbox_3: 0.1896 loss_giou_3: 0.358 loss_ce_4: 0.2959 loss_bbox_4: 0.1866 loss_giou_4: 0.3484 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:09] d2.utils.events INFO: eta: 19:53:47 iter: 194399 total_loss: 5.903 loss_ce: 0.3037 loss_bbox: 0.186 loss_giou: 0.3631 loss_ce_0: 0.5203 loss_bbox_0: 0.3094 loss_giou_0: 0.546 loss_ce_1: 0.4116 loss_bbox_1: 0.223 loss_giou_1: 0.4156 loss_ce_2: 0.3436 loss_bbox_2: 0.2088 loss_giou_2: 0.3784 loss_ce_3: 0.3192 loss_bbox_3: 0.1961 loss_giou_3: 0.3692 loss_ce_4: 0.3032 loss_bbox_4: 0.192 loss_giou_4: 0.3674 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:15] d2.utils.events INFO: eta: 19:53:41 iter: 194419 total_loss: 5.689 loss_ce: 0.3165 loss_bbox: 0.1937 loss_giou: 0.341 loss_ce_0: 0.4984 loss_bbox_0: 0.3217 loss_giou_0: 0.5297 loss_ce_1: 0.4005 loss_bbox_1: 0.2327 loss_giou_1: 0.3943 loss_ce_2: 0.3497 loss_bbox_2: 0.2067 loss_giou_2: 0.3587 loss_ce_3: 0.3172 loss_bbox_3: 0.2035 loss_giou_3: 0.3471 loss_ce_4: 0.3083 loss_bbox_4: 0.1942 loss_giou_4: 0.3468 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:20] d2.utils.events INFO: eta: 19:53:36 iter: 194439 total_loss: 5.448 loss_ce: 0.2762 loss_bbox: 0.189 loss_giou: 0.3156 loss_ce_0: 0.4908 loss_bbox_0: 0.312 loss_giou_0: 0.4992 loss_ce_1: 0.3812 loss_bbox_1: 0.219 loss_giou_1: 0.3642 loss_ce_2: 0.3088 loss_bbox_2: 0.2003 loss_giou_2: 0.338 loss_ce_3: 0.2827 loss_bbox_3: 0.1915 loss_giou_3: 0.3222 loss_ce_4: 0.2749 loss_bbox_4: 0.189 loss_giou_4: 0.3176 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:26] d2.utils.events INFO: eta: 19:53:57 iter: 194459 total_loss: 5.593 loss_ce: 0.2875 loss_bbox: 0.1886 loss_giou: 0.3351 loss_ce_0: 0.4831 loss_bbox_0: 0.3269 loss_giou_0: 0.5115 loss_ce_1: 0.395 loss_bbox_1: 0.2205 loss_giou_1: 0.3736 loss_ce_2: 0.3475 loss_bbox_2: 0.2085 loss_giou_2: 0.3468 loss_ce_3: 0.3097 loss_bbox_3: 0.2001 loss_giou_3: 0.3368 loss_ce_4: 0.2968 loss_bbox_4: 0.1932 loss_giou_4: 0.3421 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:32] d2.utils.events INFO: eta: 19:54:04 iter: 194479 total_loss: 5.974 loss_ce: 0.2998 loss_bbox: 0.2012 loss_giou: 0.3697 loss_ce_0: 0.5184 loss_bbox_0: 0.3174 loss_giou_0: 0.5178 loss_ce_1: 0.3979 loss_bbox_1: 0.2318 loss_giou_1: 0.406 loss_ce_2: 0.3479 loss_bbox_2: 0.2126 loss_giou_2: 0.3809 loss_ce_3: 0.3251 loss_bbox_3: 0.2039 loss_giou_3: 0.3749 loss_ce_4: 0.3044 loss_bbox_4: 0.2032 loss_giou_4: 0.3687 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:37] d2.utils.events INFO: eta: 19:54:19 iter: 194499 total_loss: 5.831 loss_ce: 0.2773 loss_bbox: 0.1841 loss_giou: 0.3589 loss_ce_0: 0.4992 loss_bbox_0: 0.2995 loss_giou_0: 0.5442 loss_ce_1: 0.3812 loss_bbox_1: 0.2173 loss_giou_1: 0.414 loss_ce_2: 0.3251 loss_bbox_2: 0.1964 loss_giou_2: 0.3836 loss_ce_3: 0.2956 loss_bbox_3: 0.1908 loss_giou_3: 0.3733 loss_ce_4: 0.2814 loss_bbox_4: 0.1873 loss_giou_4: 0.3668 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:43] d2.utils.events INFO: eta: 19:53:55 iter: 194519 total_loss: 5.558 loss_ce: 0.293 loss_bbox: 0.177 loss_giou: 0.3365 loss_ce_0: 0.4888 loss_bbox_0: 0.3055 loss_giou_0: 0.5191 loss_ce_1: 0.3994 loss_bbox_1: 0.2069 loss_giou_1: 0.3829 loss_ce_2: 0.323 loss_bbox_2: 0.1897 loss_giou_2: 0.355 loss_ce_3: 0.2898 loss_bbox_3: 0.1797 loss_giou_3: 0.3383 loss_ce_4: 0.2923 loss_bbox_4: 0.1745 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:49] d2.utils.events INFO: eta: 19:53:21 iter: 194539 total_loss: 5.727 loss_ce: 0.2919 loss_bbox: 0.187 loss_giou: 0.3344 loss_ce_0: 0.4953 loss_bbox_0: 0.3112 loss_giou_0: 0.5107 loss_ce_1: 0.3963 loss_bbox_1: 0.2126 loss_giou_1: 0.3806 loss_ce_2: 0.3298 loss_bbox_2: 0.2028 loss_giou_2: 0.3495 loss_ce_3: 0.3061 loss_bbox_3: 0.1947 loss_giou_3: 0.3388 loss_ce_4: 0.2931 loss_bbox_4: 0.1887 loss_giou_4: 0.3396 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 05:04:54] d2.utils.events INFO: eta: 19:53:18 iter: 194559 total_loss: 5.613 loss_ce: 0.2795 loss_bbox: 0.1848 loss_giou: 0.3426 loss_ce_0: 0.5072 loss_bbox_0: 0.3096 loss_giou_0: 0.5183 loss_ce_1: 0.3839 loss_bbox_1: 0.2184 loss_giou_1: 0.3777 loss_ce_2: 0.3235 loss_bbox_2: 0.2039 loss_giou_2: 0.3559 loss_ce_3: 0.2964 loss_bbox_3: 0.1925 loss_giou_3: 0.3457 loss_ce_4: 0.2843 loss_bbox_4: 0.1873 loss_giou_4: 0.346 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:00] d2.utils.events INFO: eta: 19:53:04 iter: 194579 total_loss: 5.687 loss_ce: 0.3039 loss_bbox: 0.1863 loss_giou: 0.3471 loss_ce_0: 0.4981 loss_bbox_0: 0.3168 loss_giou_0: 0.5259 loss_ce_1: 0.4045 loss_bbox_1: 0.214 loss_giou_1: 0.3877 loss_ce_2: 0.3329 loss_bbox_2: 0.1897 loss_giou_2: 0.3631 loss_ce_3: 0.3053 loss_bbox_3: 0.1919 loss_giou_3: 0.3528 loss_ce_4: 0.3035 loss_bbox_4: 0.182 loss_giou_4: 0.348 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:06] d2.utils.events INFO: eta: 19:52:54 iter: 194599 total_loss: 5.71 loss_ce: 0.3008 loss_bbox: 0.184 loss_giou: 0.3146 loss_ce_0: 0.5041 loss_bbox_0: 0.318 loss_giou_0: 0.5024 loss_ce_1: 0.4072 loss_bbox_1: 0.2228 loss_giou_1: 0.3735 loss_ce_2: 0.3444 loss_bbox_2: 0.1997 loss_giou_2: 0.3406 loss_ce_3: 0.3116 loss_bbox_3: 0.1894 loss_giou_3: 0.3286 loss_ce_4: 0.3007 loss_bbox_4: 0.1783 loss_giou_4: 0.3192 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:12] d2.utils.events INFO: eta: 19:52:58 iter: 194619 total_loss: 5.565 loss_ce: 0.2823 loss_bbox: 0.1786 loss_giou: 0.3219 loss_ce_0: 0.4881 loss_bbox_0: 0.3061 loss_giou_0: 0.513 loss_ce_1: 0.3938 loss_bbox_1: 0.2107 loss_giou_1: 0.3673 loss_ce_2: 0.3208 loss_bbox_2: 0.194 loss_giou_2: 0.335 loss_ce_3: 0.291 loss_bbox_3: 0.1865 loss_giou_3: 0.3241 loss_ce_4: 0.2807 loss_bbox_4: 0.1781 loss_giou_4: 0.3278 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:17] d2.utils.events INFO: eta: 19:52:47 iter: 194639 total_loss: 5.486 loss_ce: 0.2711 loss_bbox: 0.1779 loss_giou: 0.3315 loss_ce_0: 0.5028 loss_bbox_0: 0.3155 loss_giou_0: 0.4905 loss_ce_1: 0.3916 loss_bbox_1: 0.2072 loss_giou_1: 0.3648 loss_ce_2: 0.3198 loss_bbox_2: 0.1885 loss_giou_2: 0.3337 loss_ce_3: 0.2945 loss_bbox_3: 0.1843 loss_giou_3: 0.3325 loss_ce_4: 0.2746 loss_bbox_4: 0.182 loss_giou_4: 0.3306 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:23] d2.utils.events INFO: eta: 19:52:50 iter: 194659 total_loss: 5.784 loss_ce: 0.3201 loss_bbox: 0.1835 loss_giou: 0.3484 loss_ce_0: 0.5246 loss_bbox_0: 0.3056 loss_giou_0: 0.5499 loss_ce_1: 0.4027 loss_bbox_1: 0.2131 loss_giou_1: 0.4005 loss_ce_2: 0.3504 loss_bbox_2: 0.1969 loss_giou_2: 0.3643 loss_ce_3: 0.3192 loss_bbox_3: 0.1906 loss_giou_3: 0.3473 loss_ce_4: 0.3161 loss_bbox_4: 0.184 loss_giou_4: 0.3446 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:29] d2.utils.events INFO: eta: 19:53:10 iter: 194679 total_loss: 5.617 loss_ce: 0.2793 loss_bbox: 0.1848 loss_giou: 0.3283 loss_ce_0: 0.4825 loss_bbox_0: 0.3107 loss_giou_0: 0.504 loss_ce_1: 0.3706 loss_bbox_1: 0.2151 loss_giou_1: 0.3634 loss_ce_2: 0.3115 loss_bbox_2: 0.1965 loss_giou_2: 0.3427 loss_ce_3: 0.2929 loss_bbox_3: 0.1902 loss_giou_3: 0.3289 loss_ce_4: 0.2813 loss_bbox_4: 0.1849 loss_giou_4: 0.3346 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:34] d2.utils.events INFO: eta: 19:53:26 iter: 194699 total_loss: 5.696 loss_ce: 0.2872 loss_bbox: 0.1928 loss_giou: 0.3486 loss_ce_0: 0.4997 loss_bbox_0: 0.3226 loss_giou_0: 0.5194 loss_ce_1: 0.3989 loss_bbox_1: 0.2216 loss_giou_1: 0.4048 loss_ce_2: 0.3374 loss_bbox_2: 0.2006 loss_giou_2: 0.3687 loss_ce_3: 0.3114 loss_bbox_3: 0.1969 loss_giou_3: 0.3586 loss_ce_4: 0.2974 loss_bbox_4: 0.1971 loss_giou_4: 0.352 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:40] d2.utils.events INFO: eta: 19:52:57 iter: 194719 total_loss: 5.679 loss_ce: 0.3022 loss_bbox: 0.176 loss_giou: 0.3339 loss_ce_0: 0.5149 loss_bbox_0: 0.312 loss_giou_0: 0.5235 loss_ce_1: 0.3975 loss_bbox_1: 0.2106 loss_giou_1: 0.3822 loss_ce_2: 0.3388 loss_bbox_2: 0.1901 loss_giou_2: 0.3589 loss_ce_3: 0.3036 loss_bbox_3: 0.1846 loss_giou_3: 0.3484 loss_ce_4: 0.2992 loss_bbox_4: 0.1792 loss_giou_4: 0.3402 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:45] d2.utils.events INFO: eta: 19:52:28 iter: 194739 total_loss: 5.612 loss_ce: 0.2873 loss_bbox: 0.1892 loss_giou: 0.3171 loss_ce_0: 0.5045 loss_bbox_0: 0.3189 loss_giou_0: 0.4954 loss_ce_1: 0.4036 loss_bbox_1: 0.2245 loss_giou_1: 0.3799 loss_ce_2: 0.3361 loss_bbox_2: 0.2018 loss_giou_2: 0.3338 loss_ce_3: 0.2982 loss_bbox_3: 0.1934 loss_giou_3: 0.3282 loss_ce_4: 0.284 loss_bbox_4: 0.1886 loss_giou_4: 0.3202 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:51] d2.utils.events INFO: eta: 19:52:20 iter: 194759 total_loss: 5.856 loss_ce: 0.2921 loss_bbox: 0.1844 loss_giou: 0.3747 loss_ce_0: 0.5037 loss_bbox_0: 0.3121 loss_giou_0: 0.5919 loss_ce_1: 0.4085 loss_bbox_1: 0.2187 loss_giou_1: 0.4249 loss_ce_2: 0.3359 loss_bbox_2: 0.2046 loss_giou_2: 0.3938 loss_ce_3: 0.3114 loss_bbox_3: 0.1999 loss_giou_3: 0.3809 loss_ce_4: 0.2968 loss_bbox_4: 0.1885 loss_giou_4: 0.3778 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 05:05:57] d2.utils.events INFO: eta: 19:52:23 iter: 194779 total_loss: 5.715 loss_ce: 0.2853 loss_bbox: 0.1774 loss_giou: 0.3301 loss_ce_0: 0.4904 loss_bbox_0: 0.3087 loss_giou_0: 0.5333 loss_ce_1: 0.3905 loss_bbox_1: 0.218 loss_giou_1: 0.3901 loss_ce_2: 0.3273 loss_bbox_2: 0.1935 loss_giou_2: 0.3519 loss_ce_3: 0.2933 loss_bbox_3: 0.1847 loss_giou_3: 0.3382 loss_ce_4: 0.2899 loss_bbox_4: 0.1796 loss_giou_4: 0.3337 time: 0.2801 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:03] d2.utils.events INFO: eta: 19:52:09 iter: 194799 total_loss: 5.552 loss_ce: 0.2741 loss_bbox: 0.1815 loss_giou: 0.3463 loss_ce_0: 0.4931 loss_bbox_0: 0.3148 loss_giou_0: 0.5148 loss_ce_1: 0.3829 loss_bbox_1: 0.208 loss_giou_1: 0.3899 loss_ce_2: 0.3347 loss_bbox_2: 0.1909 loss_giou_2: 0.3592 loss_ce_3: 0.2914 loss_bbox_3: 0.1892 loss_giou_3: 0.3558 loss_ce_4: 0.2824 loss_bbox_4: 0.1857 loss_giou_4: 0.3489 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:08] d2.utils.events INFO: eta: 19:52:06 iter: 194819 total_loss: 5.442 loss_ce: 0.294 loss_bbox: 0.1856 loss_giou: 0.3094 loss_ce_0: 0.5063 loss_bbox_0: 0.3102 loss_giou_0: 0.488 loss_ce_1: 0.3961 loss_bbox_1: 0.2138 loss_giou_1: 0.3568 loss_ce_2: 0.3383 loss_bbox_2: 0.1961 loss_giou_2: 0.3212 loss_ce_3: 0.2986 loss_bbox_3: 0.1938 loss_giou_3: 0.315 loss_ce_4: 0.299 loss_bbox_4: 0.1893 loss_giou_4: 0.3107 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:14] d2.utils.events INFO: eta: 19:52:14 iter: 194839 total_loss: 5.792 loss_ce: 0.2945 loss_bbox: 0.1871 loss_giou: 0.3462 loss_ce_0: 0.486 loss_bbox_0: 0.3142 loss_giou_0: 0.5275 loss_ce_1: 0.3872 loss_bbox_1: 0.2224 loss_giou_1: 0.4033 loss_ce_2: 0.3179 loss_bbox_2: 0.1998 loss_giou_2: 0.3711 loss_ce_3: 0.3004 loss_bbox_3: 0.1949 loss_giou_3: 0.3565 loss_ce_4: 0.2939 loss_bbox_4: 0.1915 loss_giou_4: 0.3524 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:20] d2.utils.events INFO: eta: 19:52:25 iter: 194859 total_loss: 5.542 loss_ce: 0.2808 loss_bbox: 0.1797 loss_giou: 0.3368 loss_ce_0: 0.4876 loss_bbox_0: 0.3224 loss_giou_0: 0.5315 loss_ce_1: 0.3868 loss_bbox_1: 0.2122 loss_giou_1: 0.3891 loss_ce_2: 0.327 loss_bbox_2: 0.1892 loss_giou_2: 0.3495 loss_ce_3: 0.2987 loss_bbox_3: 0.1859 loss_giou_3: 0.3405 loss_ce_4: 0.2806 loss_bbox_4: 0.1856 loss_giou_4: 0.3405 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:25] d2.utils.events INFO: eta: 19:52:30 iter: 194879 total_loss: 5.677 loss_ce: 0.2927 loss_bbox: 0.1901 loss_giou: 0.3326 loss_ce_0: 0.5016 loss_bbox_0: 0.3318 loss_giou_0: 0.4978 loss_ce_1: 0.3859 loss_bbox_1: 0.2374 loss_giou_1: 0.3788 loss_ce_2: 0.336 loss_bbox_2: 0.2043 loss_giou_2: 0.3625 loss_ce_3: 0.3007 loss_bbox_3: 0.2001 loss_giou_3: 0.3514 loss_ce_4: 0.2908 loss_bbox_4: 0.1973 loss_giou_4: 0.3377 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:31] d2.utils.events INFO: eta: 19:51:44 iter: 194899 total_loss: 5.691 loss_ce: 0.2908 loss_bbox: 0.1772 loss_giou: 0.3441 loss_ce_0: 0.4957 loss_bbox_0: 0.3119 loss_giou_0: 0.5315 loss_ce_1: 0.3978 loss_bbox_1: 0.2201 loss_giou_1: 0.4005 loss_ce_2: 0.328 loss_bbox_2: 0.1927 loss_giou_2: 0.3677 loss_ce_3: 0.2927 loss_bbox_3: 0.182 loss_giou_3: 0.3559 loss_ce_4: 0.2899 loss_bbox_4: 0.1793 loss_giou_4: 0.3471 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:36] d2.utils.events INFO: eta: 19:51:26 iter: 194919 total_loss: 5.787 loss_ce: 0.2905 loss_bbox: 0.1853 loss_giou: 0.3343 loss_ce_0: 0.5055 loss_bbox_0: 0.3034 loss_giou_0: 0.5176 loss_ce_1: 0.3985 loss_bbox_1: 0.2138 loss_giou_1: 0.3923 loss_ce_2: 0.3412 loss_bbox_2: 0.2026 loss_giou_2: 0.358 loss_ce_3: 0.3064 loss_bbox_3: 0.1918 loss_giou_3: 0.3456 loss_ce_4: 0.2925 loss_bbox_4: 0.1877 loss_giou_4: 0.3386 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:42] d2.utils.events INFO: eta: 19:51:12 iter: 194939 total_loss: 5.886 loss_ce: 0.3086 loss_bbox: 0.1924 loss_giou: 0.3649 loss_ce_0: 0.5218 loss_bbox_0: 0.3185 loss_giou_0: 0.5223 loss_ce_1: 0.4043 loss_bbox_1: 0.2226 loss_giou_1: 0.4008 loss_ce_2: 0.3442 loss_bbox_2: 0.2013 loss_giou_2: 0.376 loss_ce_3: 0.3195 loss_bbox_3: 0.1928 loss_giou_3: 0.3673 loss_ce_4: 0.3105 loss_bbox_4: 0.1894 loss_giou_4: 0.3635 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:48] d2.utils.events INFO: eta: 19:51:27 iter: 194959 total_loss: 5.708 loss_ce: 0.2895 loss_bbox: 0.1736 loss_giou: 0.3382 loss_ce_0: 0.4942 loss_bbox_0: 0.3105 loss_giou_0: 0.5458 loss_ce_1: 0.3954 loss_bbox_1: 0.2086 loss_giou_1: 0.3917 loss_ce_2: 0.3369 loss_bbox_2: 0.191 loss_giou_2: 0.3626 loss_ce_3: 0.3061 loss_bbox_3: 0.1825 loss_giou_3: 0.3515 loss_ce_4: 0.2873 loss_bbox_4: 0.1792 loss_giou_4: 0.3432 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:54] d2.utils.events INFO: eta: 19:51:44 iter: 194979 total_loss: 5.852 loss_ce: 0.3234 loss_bbox: 0.1983 loss_giou: 0.3623 loss_ce_0: 0.5032 loss_bbox_0: 0.3209 loss_giou_0: 0.5444 loss_ce_1: 0.4029 loss_bbox_1: 0.2268 loss_giou_1: 0.4155 loss_ce_2: 0.3519 loss_bbox_2: 0.2037 loss_giou_2: 0.377 loss_ce_3: 0.3338 loss_bbox_3: 0.2048 loss_giou_3: 0.3682 loss_ce_4: 0.3246 loss_bbox_4: 0.1992 loss_giou_4: 0.3611 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 05:06:59] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0194999.pth [11/03 05:07:01] d2.utils.events INFO: eta: 19:51:59 iter: 194999 total_loss: 5.606 loss_ce: 0.2979 loss_bbox: 0.1778 loss_giou: 0.3553 loss_ce_0: 0.5091 loss_bbox_0: 0.3191 loss_giou_0: 0.553 loss_ce_1: 0.3934 loss_bbox_1: 0.2176 loss_giou_1: 0.4105 loss_ce_2: 0.3264 loss_bbox_2: 0.19 loss_giou_2: 0.3706 loss_ce_3: 0.2987 loss_bbox_3: 0.1869 loss_giou_3: 0.3649 loss_ce_4: 0.285 loss_bbox_4: 0.179 loss_giou_4: 0.3568 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:07] d2.utils.events INFO: eta: 19:51:53 iter: 195019 total_loss: 6.002 loss_ce: 0.307 loss_bbox: 0.1975 loss_giou: 0.3609 loss_ce_0: 0.5118 loss_bbox_0: 0.3128 loss_giou_0: 0.5401 loss_ce_1: 0.404 loss_bbox_1: 0.2312 loss_giou_1: 0.4125 loss_ce_2: 0.3554 loss_bbox_2: 0.2164 loss_giou_2: 0.3792 loss_ce_3: 0.3209 loss_bbox_3: 0.2072 loss_giou_3: 0.3716 loss_ce_4: 0.3216 loss_bbox_4: 0.195 loss_giou_4: 0.3619 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:13] d2.utils.events INFO: eta: 19:51:56 iter: 195039 total_loss: 6.07 loss_ce: 0.3104 loss_bbox: 0.1894 loss_giou: 0.347 loss_ce_0: 0.5145 loss_bbox_0: 0.3458 loss_giou_0: 0.5281 loss_ce_1: 0.4121 loss_bbox_1: 0.2355 loss_giou_1: 0.4054 loss_ce_2: 0.3487 loss_bbox_2: 0.2147 loss_giou_2: 0.3779 loss_ce_3: 0.326 loss_bbox_3: 0.2002 loss_giou_3: 0.3639 loss_ce_4: 0.3089 loss_bbox_4: 0.1957 loss_giou_4: 0.3541 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:18] d2.utils.events INFO: eta: 19:51:42 iter: 195059 total_loss: 5.675 loss_ce: 0.2876 loss_bbox: 0.1861 loss_giou: 0.321 loss_ce_0: 0.4904 loss_bbox_0: 0.322 loss_giou_0: 0.493 loss_ce_1: 0.4011 loss_bbox_1: 0.2279 loss_giou_1: 0.3607 loss_ce_2: 0.3396 loss_bbox_2: 0.2032 loss_giou_2: 0.3416 loss_ce_3: 0.3077 loss_bbox_3: 0.1977 loss_giou_3: 0.3277 loss_ce_4: 0.3024 loss_bbox_4: 0.1906 loss_giou_4: 0.3208 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:24] d2.utils.events INFO: eta: 19:51:31 iter: 195079 total_loss: 5.708 loss_ce: 0.2975 loss_bbox: 0.1766 loss_giou: 0.3443 loss_ce_0: 0.4941 loss_bbox_0: 0.3008 loss_giou_0: 0.519 loss_ce_1: 0.3891 loss_bbox_1: 0.2082 loss_giou_1: 0.3863 loss_ce_2: 0.3419 loss_bbox_2: 0.1835 loss_giou_2: 0.3546 loss_ce_3: 0.3026 loss_bbox_3: 0.1817 loss_giou_3: 0.3542 loss_ce_4: 0.2916 loss_bbox_4: 0.1753 loss_giou_4: 0.3474 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:30] d2.utils.events INFO: eta: 19:51:35 iter: 195099 total_loss: 5.522 loss_ce: 0.264 loss_bbox: 0.1835 loss_giou: 0.2964 loss_ce_0: 0.4879 loss_bbox_0: 0.316 loss_giou_0: 0.4808 loss_ce_1: 0.3837 loss_bbox_1: 0.2145 loss_giou_1: 0.346 loss_ce_2: 0.311 loss_bbox_2: 0.1996 loss_giou_2: 0.3167 loss_ce_3: 0.282 loss_bbox_3: 0.1887 loss_giou_3: 0.3035 loss_ce_4: 0.267 loss_bbox_4: 0.1842 loss_giou_4: 0.3038 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:35] d2.utils.events INFO: eta: 19:51:38 iter: 195119 total_loss: 5.759 loss_ce: 0.2867 loss_bbox: 0.1915 loss_giou: 0.3505 loss_ce_0: 0.4933 loss_bbox_0: 0.2935 loss_giou_0: 0.5352 loss_ce_1: 0.3873 loss_bbox_1: 0.2228 loss_giou_1: 0.405 loss_ce_2: 0.3318 loss_bbox_2: 0.2009 loss_giou_2: 0.3741 loss_ce_3: 0.3026 loss_bbox_3: 0.1962 loss_giou_3: 0.3652 loss_ce_4: 0.292 loss_bbox_4: 0.1931 loss_giou_4: 0.3586 time: 0.2801 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:41] d2.utils.events INFO: eta: 19:51:31 iter: 195139 total_loss: 5.747 loss_ce: 0.2999 loss_bbox: 0.1882 loss_giou: 0.3333 loss_ce_0: 0.5182 loss_bbox_0: 0.3217 loss_giou_0: 0.4873 loss_ce_1: 0.403 loss_bbox_1: 0.2257 loss_giou_1: 0.3783 loss_ce_2: 0.3438 loss_bbox_2: 0.1966 loss_giou_2: 0.3486 loss_ce_3: 0.3082 loss_bbox_3: 0.1934 loss_giou_3: 0.3389 loss_ce_4: 0.2952 loss_bbox_4: 0.1911 loss_giou_4: 0.3306 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:47] d2.utils.events INFO: eta: 19:51:39 iter: 195159 total_loss: 5.777 loss_ce: 0.3057 loss_bbox: 0.1807 loss_giou: 0.3293 loss_ce_0: 0.494 loss_bbox_0: 0.3001 loss_giou_0: 0.5111 loss_ce_1: 0.3926 loss_bbox_1: 0.2068 loss_giou_1: 0.3649 loss_ce_2: 0.3428 loss_bbox_2: 0.1868 loss_giou_2: 0.3387 loss_ce_3: 0.3221 loss_bbox_3: 0.1846 loss_giou_3: 0.3324 loss_ce_4: 0.3081 loss_bbox_4: 0.1807 loss_giou_4: 0.3261 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:52] d2.utils.events INFO: eta: 19:51:25 iter: 195179 total_loss: 5.813 loss_ce: 0.2934 loss_bbox: 0.1841 loss_giou: 0.3389 loss_ce_0: 0.5029 loss_bbox_0: 0.3045 loss_giou_0: 0.5316 loss_ce_1: 0.3884 loss_bbox_1: 0.2177 loss_giou_1: 0.3849 loss_ce_2: 0.3293 loss_bbox_2: 0.1937 loss_giou_2: 0.3541 loss_ce_3: 0.2993 loss_bbox_3: 0.1864 loss_giou_3: 0.3474 loss_ce_4: 0.2904 loss_bbox_4: 0.1843 loss_giou_4: 0.3444 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:07:58] d2.utils.events INFO: eta: 19:51:38 iter: 195199 total_loss: 5.889 loss_ce: 0.3155 loss_bbox: 0.1914 loss_giou: 0.3298 loss_ce_0: 0.5045 loss_bbox_0: 0.3388 loss_giou_0: 0.5152 loss_ce_1: 0.4133 loss_bbox_1: 0.2279 loss_giou_1: 0.3735 loss_ce_2: 0.3508 loss_bbox_2: 0.213 loss_giou_2: 0.3535 loss_ce_3: 0.3189 loss_bbox_3: 0.2 loss_giou_3: 0.3478 loss_ce_4: 0.316 loss_bbox_4: 0.1908 loss_giou_4: 0.3384 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:04] d2.utils.events INFO: eta: 19:52:15 iter: 195219 total_loss: 5.726 loss_ce: 0.2816 loss_bbox: 0.1936 loss_giou: 0.3107 loss_ce_0: 0.4868 loss_bbox_0: 0.3249 loss_giou_0: 0.4681 loss_ce_1: 0.3857 loss_bbox_1: 0.2335 loss_giou_1: 0.3616 loss_ce_2: 0.3221 loss_bbox_2: 0.209 loss_giou_2: 0.3447 loss_ce_3: 0.2802 loss_bbox_3: 0.1978 loss_giou_3: 0.3248 loss_ce_4: 0.2744 loss_bbox_4: 0.1938 loss_giou_4: 0.3174 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:09] d2.utils.events INFO: eta: 19:52:23 iter: 195239 total_loss: 5.661 loss_ce: 0.3042 loss_bbox: 0.178 loss_giou: 0.3334 loss_ce_0: 0.5155 loss_bbox_0: 0.3072 loss_giou_0: 0.5223 loss_ce_1: 0.4012 loss_bbox_1: 0.213 loss_giou_1: 0.3943 loss_ce_2: 0.337 loss_bbox_2: 0.1902 loss_giou_2: 0.3672 loss_ce_3: 0.3086 loss_bbox_3: 0.1812 loss_giou_3: 0.3505 loss_ce_4: 0.3035 loss_bbox_4: 0.1795 loss_giou_4: 0.3439 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:15] d2.utils.events INFO: eta: 19:52:17 iter: 195259 total_loss: 5.746 loss_ce: 0.2799 loss_bbox: 0.1761 loss_giou: 0.334 loss_ce_0: 0.4845 loss_bbox_0: 0.2929 loss_giou_0: 0.4991 loss_ce_1: 0.3769 loss_bbox_1: 0.2103 loss_giou_1: 0.3736 loss_ce_2: 0.3313 loss_bbox_2: 0.1916 loss_giou_2: 0.3494 loss_ce_3: 0.2865 loss_bbox_3: 0.1852 loss_giou_3: 0.3415 loss_ce_4: 0.2827 loss_bbox_4: 0.1804 loss_giou_4: 0.3375 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:21] d2.utils.events INFO: eta: 19:52:11 iter: 195279 total_loss: 5.791 loss_ce: 0.3049 loss_bbox: 0.1832 loss_giou: 0.3336 loss_ce_0: 0.5245 loss_bbox_0: 0.3175 loss_giou_0: 0.5195 loss_ce_1: 0.409 loss_bbox_1: 0.2217 loss_giou_1: 0.3855 loss_ce_2: 0.3457 loss_bbox_2: 0.2046 loss_giou_2: 0.3519 loss_ce_3: 0.3244 loss_bbox_3: 0.1927 loss_giou_3: 0.3435 loss_ce_4: 0.306 loss_bbox_4: 0.188 loss_giou_4: 0.3363 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:27] d2.utils.events INFO: eta: 19:52:06 iter: 195299 total_loss: 5.542 loss_ce: 0.2876 loss_bbox: 0.1883 loss_giou: 0.3476 loss_ce_0: 0.4845 loss_bbox_0: 0.3113 loss_giou_0: 0.5361 loss_ce_1: 0.3911 loss_bbox_1: 0.2143 loss_giou_1: 0.4006 loss_ce_2: 0.3253 loss_bbox_2: 0.1981 loss_giou_2: 0.3678 loss_ce_3: 0.2939 loss_bbox_3: 0.1917 loss_giou_3: 0.3588 loss_ce_4: 0.2853 loss_bbox_4: 0.1931 loss_giou_4: 0.3535 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:32] d2.utils.events INFO: eta: 19:51:47 iter: 195319 total_loss: 5.561 loss_ce: 0.2621 loss_bbox: 0.1781 loss_giou: 0.3424 loss_ce_0: 0.4872 loss_bbox_0: 0.313 loss_giou_0: 0.5263 loss_ce_1: 0.384 loss_bbox_1: 0.2091 loss_giou_1: 0.4039 loss_ce_2: 0.3086 loss_bbox_2: 0.1916 loss_giou_2: 0.3673 loss_ce_3: 0.2767 loss_bbox_3: 0.1895 loss_giou_3: 0.3521 loss_ce_4: 0.2667 loss_bbox_4: 0.1808 loss_giou_4: 0.34 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:38] d2.utils.events INFO: eta: 19:51:23 iter: 195339 total_loss: 5.724 loss_ce: 0.2895 loss_bbox: 0.1924 loss_giou: 0.3427 loss_ce_0: 0.5176 loss_bbox_0: 0.3249 loss_giou_0: 0.5323 loss_ce_1: 0.4061 loss_bbox_1: 0.2246 loss_giou_1: 0.3827 loss_ce_2: 0.3323 loss_bbox_2: 0.2068 loss_giou_2: 0.3548 loss_ce_3: 0.3008 loss_bbox_3: 0.2005 loss_giou_3: 0.354 loss_ce_4: 0.2924 loss_bbox_4: 0.1953 loss_giou_4: 0.3459 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:44] d2.utils.events INFO: eta: 19:51:25 iter: 195359 total_loss: 5.844 loss_ce: 0.3018 loss_bbox: 0.1776 loss_giou: 0.3449 loss_ce_0: 0.4859 loss_bbox_0: 0.3094 loss_giou_0: 0.5458 loss_ce_1: 0.4016 loss_bbox_1: 0.2135 loss_giou_1: 0.4033 loss_ce_2: 0.3473 loss_bbox_2: 0.1921 loss_giou_2: 0.3686 loss_ce_3: 0.3223 loss_bbox_3: 0.1847 loss_giou_3: 0.3539 loss_ce_4: 0.305 loss_bbox_4: 0.1796 loss_giou_4: 0.3456 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:49] d2.utils.events INFO: eta: 19:51:30 iter: 195379 total_loss: 5.835 loss_ce: 0.3013 loss_bbox: 0.1817 loss_giou: 0.3597 loss_ce_0: 0.4935 loss_bbox_0: 0.3108 loss_giou_0: 0.5427 loss_ce_1: 0.4045 loss_bbox_1: 0.2183 loss_giou_1: 0.4092 loss_ce_2: 0.3292 loss_bbox_2: 0.197 loss_giou_2: 0.3758 loss_ce_3: 0.304 loss_bbox_3: 0.1889 loss_giou_3: 0.3655 loss_ce_4: 0.2924 loss_bbox_4: 0.1849 loss_giou_4: 0.3558 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 05:08:55] d2.utils.events INFO: eta: 19:50:50 iter: 195399 total_loss: 5.563 loss_ce: 0.2851 loss_bbox: 0.176 loss_giou: 0.326 loss_ce_0: 0.4898 loss_bbox_0: 0.3007 loss_giou_0: 0.4933 loss_ce_1: 0.3817 loss_bbox_1: 0.2095 loss_giou_1: 0.3702 loss_ce_2: 0.3147 loss_bbox_2: 0.1872 loss_giou_2: 0.3441 loss_ce_3: 0.2955 loss_bbox_3: 0.1803 loss_giou_3: 0.3348 loss_ce_4: 0.2808 loss_bbox_4: 0.1768 loss_giou_4: 0.332 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:01] d2.utils.events INFO: eta: 19:50:42 iter: 195419 total_loss: 5.709 loss_ce: 0.2964 loss_bbox: 0.1781 loss_giou: 0.331 loss_ce_0: 0.4832 loss_bbox_0: 0.2908 loss_giou_0: 0.5153 loss_ce_1: 0.3922 loss_bbox_1: 0.212 loss_giou_1: 0.3796 loss_ce_2: 0.3309 loss_bbox_2: 0.1893 loss_giou_2: 0.3516 loss_ce_3: 0.3044 loss_bbox_3: 0.1799 loss_giou_3: 0.3404 loss_ce_4: 0.2941 loss_bbox_4: 0.1791 loss_giou_4: 0.3323 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:06] d2.utils.events INFO: eta: 19:50:55 iter: 195439 total_loss: 5.74 loss_ce: 0.2964 loss_bbox: 0.176 loss_giou: 0.3301 loss_ce_0: 0.5079 loss_bbox_0: 0.3187 loss_giou_0: 0.5339 loss_ce_1: 0.3915 loss_bbox_1: 0.2202 loss_giou_1: 0.3923 loss_ce_2: 0.3395 loss_bbox_2: 0.1953 loss_giou_2: 0.3474 loss_ce_3: 0.312 loss_bbox_3: 0.1864 loss_giou_3: 0.3359 loss_ce_4: 0.3 loss_bbox_4: 0.1778 loss_giou_4: 0.335 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:12] d2.utils.events INFO: eta: 19:50:43 iter: 195459 total_loss: 5.859 loss_ce: 0.3083 loss_bbox: 0.192 loss_giou: 0.346 loss_ce_0: 0.5023 loss_bbox_0: 0.3282 loss_giou_0: 0.5266 loss_ce_1: 0.3924 loss_bbox_1: 0.2274 loss_giou_1: 0.3894 loss_ce_2: 0.333 loss_bbox_2: 0.2119 loss_giou_2: 0.365 loss_ce_3: 0.3188 loss_bbox_3: 0.1996 loss_giou_3: 0.3514 loss_ce_4: 0.3068 loss_bbox_4: 0.195 loss_giou_4: 0.3461 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:18] d2.utils.events INFO: eta: 19:50:44 iter: 195479 total_loss: 5.87 loss_ce: 0.2908 loss_bbox: 0.2057 loss_giou: 0.3415 loss_ce_0: 0.4903 loss_bbox_0: 0.3181 loss_giou_0: 0.5312 loss_ce_1: 0.399 loss_bbox_1: 0.2351 loss_giou_1: 0.3965 loss_ce_2: 0.3387 loss_bbox_2: 0.2148 loss_giou_2: 0.356 loss_ce_3: 0.3131 loss_bbox_3: 0.2086 loss_giou_3: 0.3486 loss_ce_4: 0.291 loss_bbox_4: 0.2049 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:23] d2.utils.events INFO: eta: 19:50:56 iter: 195499 total_loss: 5.991 loss_ce: 0.2938 loss_bbox: 0.1872 loss_giou: 0.3515 loss_ce_0: 0.5142 loss_bbox_0: 0.3141 loss_giou_0: 0.5581 loss_ce_1: 0.3967 loss_bbox_1: 0.2219 loss_giou_1: 0.4127 loss_ce_2: 0.3273 loss_bbox_2: 0.2068 loss_giou_2: 0.3762 loss_ce_3: 0.3023 loss_bbox_3: 0.193 loss_giou_3: 0.3567 loss_ce_4: 0.293 loss_bbox_4: 0.1906 loss_giou_4: 0.3519 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:29] d2.utils.events INFO: eta: 19:51:01 iter: 195519 total_loss: 5.568 loss_ce: 0.2932 loss_bbox: 0.1667 loss_giou: 0.3185 loss_ce_0: 0.4937 loss_bbox_0: 0.3084 loss_giou_0: 0.498 loss_ce_1: 0.3923 loss_bbox_1: 0.2085 loss_giou_1: 0.3707 loss_ce_2: 0.3171 loss_bbox_2: 0.1893 loss_giou_2: 0.3535 loss_ce_3: 0.2913 loss_bbox_3: 0.177 loss_giou_3: 0.3318 loss_ce_4: 0.2889 loss_bbox_4: 0.1723 loss_giou_4: 0.3237 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:35] d2.utils.events INFO: eta: 19:51:21 iter: 195539 total_loss: 5.496 loss_ce: 0.2725 loss_bbox: 0.178 loss_giou: 0.3406 loss_ce_0: 0.4758 loss_bbox_0: 0.2923 loss_giou_0: 0.5158 loss_ce_1: 0.3705 loss_bbox_1: 0.21 loss_giou_1: 0.3922 loss_ce_2: 0.313 loss_bbox_2: 0.1914 loss_giou_2: 0.3527 loss_ce_3: 0.2867 loss_bbox_3: 0.1805 loss_giou_3: 0.3516 loss_ce_4: 0.2708 loss_bbox_4: 0.1823 loss_giou_4: 0.3435 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:40] d2.utils.events INFO: eta: 19:50:50 iter: 195559 total_loss: 5.641 loss_ce: 0.2997 loss_bbox: 0.1934 loss_giou: 0.3109 loss_ce_0: 0.4843 loss_bbox_0: 0.3185 loss_giou_0: 0.4798 loss_ce_1: 0.3887 loss_bbox_1: 0.2187 loss_giou_1: 0.3581 loss_ce_2: 0.3363 loss_bbox_2: 0.2041 loss_giou_2: 0.3286 loss_ce_3: 0.3076 loss_bbox_3: 0.1995 loss_giou_3: 0.3248 loss_ce_4: 0.2978 loss_bbox_4: 0.197 loss_giou_4: 0.318 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:46] d2.utils.events INFO: eta: 19:50:47 iter: 195579 total_loss: 5.889 loss_ce: 0.3061 loss_bbox: 0.1887 loss_giou: 0.3534 loss_ce_0: 0.4966 loss_bbox_0: 0.3183 loss_giou_0: 0.5501 loss_ce_1: 0.4147 loss_bbox_1: 0.2266 loss_giou_1: 0.4154 loss_ce_2: 0.3501 loss_bbox_2: 0.2053 loss_giou_2: 0.3826 loss_ce_3: 0.3109 loss_bbox_3: 0.1959 loss_giou_3: 0.368 loss_ce_4: 0.3026 loss_bbox_4: 0.1865 loss_giou_4: 0.361 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:52] d2.utils.events INFO: eta: 19:51:01 iter: 195599 total_loss: 5.418 loss_ce: 0.2781 loss_bbox: 0.1691 loss_giou: 0.3323 loss_ce_0: 0.4883 loss_bbox_0: 0.2977 loss_giou_0: 0.4961 loss_ce_1: 0.3888 loss_bbox_1: 0.2043 loss_giou_1: 0.3678 loss_ce_2: 0.317 loss_bbox_2: 0.1817 loss_giou_2: 0.3398 loss_ce_3: 0.2918 loss_bbox_3: 0.1726 loss_giou_3: 0.3355 loss_ce_4: 0.2736 loss_bbox_4: 0.1722 loss_giou_4: 0.3349 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 05:09:57] d2.utils.events INFO: eta: 19:50:51 iter: 195619 total_loss: 5.836 loss_ce: 0.2871 loss_bbox: 0.1896 loss_giou: 0.3424 loss_ce_0: 0.5012 loss_bbox_0: 0.321 loss_giou_0: 0.5278 loss_ce_1: 0.3945 loss_bbox_1: 0.2262 loss_giou_1: 0.3829 loss_ce_2: 0.3341 loss_bbox_2: 0.2024 loss_giou_2: 0.3555 loss_ce_3: 0.3008 loss_bbox_3: 0.1989 loss_giou_3: 0.3526 loss_ce_4: 0.288 loss_bbox_4: 0.1897 loss_giou_4: 0.345 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:03] d2.utils.events INFO: eta: 19:51:03 iter: 195639 total_loss: 5.886 loss_ce: 0.2944 loss_bbox: 0.1932 loss_giou: 0.3478 loss_ce_0: 0.4974 loss_bbox_0: 0.3344 loss_giou_0: 0.5287 loss_ce_1: 0.3925 loss_bbox_1: 0.2378 loss_giou_1: 0.3931 loss_ce_2: 0.3315 loss_bbox_2: 0.2118 loss_giou_2: 0.363 loss_ce_3: 0.308 loss_bbox_3: 0.2039 loss_giou_3: 0.3643 loss_ce_4: 0.2997 loss_bbox_4: 0.1976 loss_giou_4: 0.3502 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:09] d2.utils.events INFO: eta: 19:50:30 iter: 195659 total_loss: 5.771 loss_ce: 0.3106 loss_bbox: 0.1974 loss_giou: 0.3261 loss_ce_0: 0.5054 loss_bbox_0: 0.3193 loss_giou_0: 0.4891 loss_ce_1: 0.4151 loss_bbox_1: 0.2302 loss_giou_1: 0.3773 loss_ce_2: 0.3549 loss_bbox_2: 0.211 loss_giou_2: 0.3394 loss_ce_3: 0.328 loss_bbox_3: 0.2053 loss_giou_3: 0.3365 loss_ce_4: 0.3137 loss_bbox_4: 0.1933 loss_giou_4: 0.3283 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:14] d2.utils.events INFO: eta: 19:50:25 iter: 195679 total_loss: 5.947 loss_ce: 0.3218 loss_bbox: 0.1846 loss_giou: 0.3562 loss_ce_0: 0.5082 loss_bbox_0: 0.3143 loss_giou_0: 0.556 loss_ce_1: 0.4066 loss_bbox_1: 0.2251 loss_giou_1: 0.4332 loss_ce_2: 0.3479 loss_bbox_2: 0.1974 loss_giou_2: 0.3877 loss_ce_3: 0.331 loss_bbox_3: 0.1893 loss_giou_3: 0.3718 loss_ce_4: 0.3235 loss_bbox_4: 0.1906 loss_giou_4: 0.3663 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:20] d2.utils.events INFO: eta: 19:50:02 iter: 195699 total_loss: 5.532 loss_ce: 0.281 loss_bbox: 0.1776 loss_giou: 0.345 loss_ce_0: 0.4893 loss_bbox_0: 0.3137 loss_giou_0: 0.5246 loss_ce_1: 0.3958 loss_bbox_1: 0.2142 loss_giou_1: 0.3957 loss_ce_2: 0.3186 loss_bbox_2: 0.1951 loss_giou_2: 0.3591 loss_ce_3: 0.2893 loss_bbox_3: 0.1865 loss_giou_3: 0.3482 loss_ce_4: 0.2792 loss_bbox_4: 0.1832 loss_giou_4: 0.3434 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:26] d2.utils.events INFO: eta: 19:49:57 iter: 195719 total_loss: 5.784 loss_ce: 0.2993 loss_bbox: 0.1778 loss_giou: 0.3326 loss_ce_0: 0.5119 loss_bbox_0: 0.3024 loss_giou_0: 0.5139 loss_ce_1: 0.3991 loss_bbox_1: 0.2099 loss_giou_1: 0.3801 loss_ce_2: 0.3442 loss_bbox_2: 0.1807 loss_giou_2: 0.3448 loss_ce_3: 0.3036 loss_bbox_3: 0.1765 loss_giou_3: 0.3382 loss_ce_4: 0.2954 loss_bbox_4: 0.1754 loss_giou_4: 0.3357 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:31] d2.utils.events INFO: eta: 19:49:59 iter: 195739 total_loss: 5.677 loss_ce: 0.2878 loss_bbox: 0.1739 loss_giou: 0.3312 loss_ce_0: 0.5056 loss_bbox_0: 0.3125 loss_giou_0: 0.5097 loss_ce_1: 0.3937 loss_bbox_1: 0.2165 loss_giou_1: 0.3824 loss_ce_2: 0.3366 loss_bbox_2: 0.1886 loss_giou_2: 0.3501 loss_ce_3: 0.3028 loss_bbox_3: 0.1833 loss_giou_3: 0.3417 loss_ce_4: 0.296 loss_bbox_4: 0.1779 loss_giou_4: 0.3323 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:37] d2.utils.events INFO: eta: 19:49:50 iter: 195759 total_loss: 5.643 loss_ce: 0.3103 loss_bbox: 0.1864 loss_giou: 0.3214 loss_ce_0: 0.5164 loss_bbox_0: 0.328 loss_giou_0: 0.5027 loss_ce_1: 0.4112 loss_bbox_1: 0.2257 loss_giou_1: 0.3781 loss_ce_2: 0.3522 loss_bbox_2: 0.204 loss_giou_2: 0.3451 loss_ce_3: 0.3134 loss_bbox_3: 0.1954 loss_giou_3: 0.3346 loss_ce_4: 0.3115 loss_bbox_4: 0.1886 loss_giou_4: 0.3234 time: 0.2801 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:43] d2.utils.events INFO: eta: 19:49:16 iter: 195779 total_loss: 5.766 loss_ce: 0.3066 loss_bbox: 0.1845 loss_giou: 0.3259 loss_ce_0: 0.4965 loss_bbox_0: 0.3168 loss_giou_0: 0.5054 loss_ce_1: 0.3944 loss_bbox_1: 0.2209 loss_giou_1: 0.378 loss_ce_2: 0.3395 loss_bbox_2: 0.1979 loss_giou_2: 0.3474 loss_ce_3: 0.3062 loss_bbox_3: 0.1913 loss_giou_3: 0.3318 loss_ce_4: 0.3045 loss_bbox_4: 0.1868 loss_giou_4: 0.3271 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:48] d2.utils.events INFO: eta: 19:49:10 iter: 195799 total_loss: 5.753 loss_ce: 0.2942 loss_bbox: 0.1701 loss_giou: 0.3313 loss_ce_0: 0.506 loss_bbox_0: 0.3076 loss_giou_0: 0.5228 loss_ce_1: 0.3992 loss_bbox_1: 0.2089 loss_giou_1: 0.3863 loss_ce_2: 0.331 loss_bbox_2: 0.187 loss_giou_2: 0.3538 loss_ce_3: 0.3059 loss_bbox_3: 0.1825 loss_giou_3: 0.336 loss_ce_4: 0.2952 loss_bbox_4: 0.1776 loss_giou_4: 0.3328 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 05:10:54] d2.utils.events INFO: eta: 19:49:06 iter: 195819 total_loss: 5.626 loss_ce: 0.2833 loss_bbox: 0.1772 loss_giou: 0.3325 loss_ce_0: 0.4886 loss_bbox_0: 0.3138 loss_giou_0: 0.5099 loss_ce_1: 0.3914 loss_bbox_1: 0.2099 loss_giou_1: 0.3816 loss_ce_2: 0.3285 loss_bbox_2: 0.1943 loss_giou_2: 0.349 loss_ce_3: 0.3013 loss_bbox_3: 0.1788 loss_giou_3: 0.3411 loss_ce_4: 0.2888 loss_bbox_4: 0.1752 loss_giou_4: 0.3292 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:00] d2.utils.events INFO: eta: 19:49:01 iter: 195839 total_loss: 5.901 loss_ce: 0.3158 loss_bbox: 0.1813 loss_giou: 0.3409 loss_ce_0: 0.5152 loss_bbox_0: 0.3105 loss_giou_0: 0.5322 loss_ce_1: 0.4201 loss_bbox_1: 0.2118 loss_giou_1: 0.3896 loss_ce_2: 0.363 loss_bbox_2: 0.1899 loss_giou_2: 0.362 loss_ce_3: 0.3217 loss_bbox_3: 0.1866 loss_giou_3: 0.3507 loss_ce_4: 0.3183 loss_bbox_4: 0.181 loss_giou_4: 0.3422 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:05] d2.utils.events INFO: eta: 19:48:55 iter: 195859 total_loss: 5.776 loss_ce: 0.278 loss_bbox: 0.1863 loss_giou: 0.3397 loss_ce_0: 0.4887 loss_bbox_0: 0.3318 loss_giou_0: 0.5249 loss_ce_1: 0.3951 loss_bbox_1: 0.2209 loss_giou_1: 0.3824 loss_ce_2: 0.3236 loss_bbox_2: 0.2011 loss_giou_2: 0.3502 loss_ce_3: 0.2904 loss_bbox_3: 0.1927 loss_giou_3: 0.3447 loss_ce_4: 0.2849 loss_bbox_4: 0.1885 loss_giou_4: 0.3397 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:11] d2.utils.events INFO: eta: 19:48:44 iter: 195879 total_loss: 5.682 loss_ce: 0.2924 loss_bbox: 0.1868 loss_giou: 0.3391 loss_ce_0: 0.4959 loss_bbox_0: 0.3094 loss_giou_0: 0.5263 loss_ce_1: 0.3871 loss_bbox_1: 0.2222 loss_giou_1: 0.4013 loss_ce_2: 0.3445 loss_bbox_2: 0.2037 loss_giou_2: 0.3576 loss_ce_3: 0.3066 loss_bbox_3: 0.191 loss_giou_3: 0.3455 loss_ce_4: 0.3032 loss_bbox_4: 0.1898 loss_giou_4: 0.3445 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:17] d2.utils.events INFO: eta: 19:49:05 iter: 195899 total_loss: 5.346 loss_ce: 0.2738 loss_bbox: 0.175 loss_giou: 0.3149 loss_ce_0: 0.4906 loss_bbox_0: 0.3144 loss_giou_0: 0.5007 loss_ce_1: 0.3829 loss_bbox_1: 0.2175 loss_giou_1: 0.3649 loss_ce_2: 0.3168 loss_bbox_2: 0.1935 loss_giou_2: 0.3354 loss_ce_3: 0.2914 loss_bbox_3: 0.179 loss_giou_3: 0.3218 loss_ce_4: 0.2743 loss_bbox_4: 0.1765 loss_giou_4: 0.3172 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:22] d2.utils.events INFO: eta: 19:49:07 iter: 195919 total_loss: 5.646 loss_ce: 0.2649 loss_bbox: 0.1723 loss_giou: 0.3292 loss_ce_0: 0.4948 loss_bbox_0: 0.3034 loss_giou_0: 0.4992 loss_ce_1: 0.3887 loss_bbox_1: 0.2094 loss_giou_1: 0.3809 loss_ce_2: 0.315 loss_bbox_2: 0.1848 loss_giou_2: 0.3516 loss_ce_3: 0.2866 loss_bbox_3: 0.183 loss_giou_3: 0.333 loss_ce_4: 0.2668 loss_bbox_4: 0.1744 loss_giou_4: 0.3305 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:28] d2.utils.events INFO: eta: 19:49:21 iter: 195939 total_loss: 5.846 loss_ce: 0.297 loss_bbox: 0.1787 loss_giou: 0.351 loss_ce_0: 0.5048 loss_bbox_0: 0.3201 loss_giou_0: 0.5297 loss_ce_1: 0.4075 loss_bbox_1: 0.2174 loss_giou_1: 0.4018 loss_ce_2: 0.3394 loss_bbox_2: 0.1983 loss_giou_2: 0.3685 loss_ce_3: 0.3061 loss_bbox_3: 0.1865 loss_giou_3: 0.3573 loss_ce_4: 0.3048 loss_bbox_4: 0.178 loss_giou_4: 0.3533 time: 0.2801 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:34] d2.utils.events INFO: eta: 19:48:51 iter: 195959 total_loss: 5.921 loss_ce: 0.2956 loss_bbox: 0.1938 loss_giou: 0.3797 loss_ce_0: 0.4954 loss_bbox_0: 0.3196 loss_giou_0: 0.5525 loss_ce_1: 0.3878 loss_bbox_1: 0.2214 loss_giou_1: 0.4305 loss_ce_2: 0.326 loss_bbox_2: 0.2032 loss_giou_2: 0.3993 loss_ce_3: 0.3039 loss_bbox_3: 0.1957 loss_giou_3: 0.3905 loss_ce_4: 0.2951 loss_bbox_4: 0.1951 loss_giou_4: 0.3844 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:39] d2.utils.events INFO: eta: 19:48:40 iter: 195979 total_loss: 5.876 loss_ce: 0.2928 loss_bbox: 0.1883 loss_giou: 0.3448 loss_ce_0: 0.4932 loss_bbox_0: 0.325 loss_giou_0: 0.5396 loss_ce_1: 0.3913 loss_bbox_1: 0.2234 loss_giou_1: 0.3968 loss_ce_2: 0.3293 loss_bbox_2: 0.2003 loss_giou_2: 0.3657 loss_ce_3: 0.299 loss_bbox_3: 0.1942 loss_giou_3: 0.357 loss_ce_4: 0.2888 loss_bbox_4: 0.1891 loss_giou_4: 0.3499 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:45] d2.utils.events INFO: eta: 19:48:34 iter: 195999 total_loss: 5.415 loss_ce: 0.2619 loss_bbox: 0.1778 loss_giou: 0.3379 loss_ce_0: 0.4719 loss_bbox_0: 0.2934 loss_giou_0: 0.5288 loss_ce_1: 0.3705 loss_bbox_1: 0.2132 loss_giou_1: 0.3793 loss_ce_2: 0.3048 loss_bbox_2: 0.1936 loss_giou_2: 0.3555 loss_ce_3: 0.2739 loss_bbox_3: 0.1854 loss_giou_3: 0.3498 loss_ce_4: 0.2592 loss_bbox_4: 0.1808 loss_giou_4: 0.34 time: 0.2801 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:51] d2.utils.events INFO: eta: 19:48:36 iter: 196019 total_loss: 5.923 loss_ce: 0.2943 loss_bbox: 0.2043 loss_giou: 0.3535 loss_ce_0: 0.4937 loss_bbox_0: 0.324 loss_giou_0: 0.5401 loss_ce_1: 0.3982 loss_bbox_1: 0.2358 loss_giou_1: 0.4045 loss_ce_2: 0.3345 loss_bbox_2: 0.2116 loss_giou_2: 0.3747 loss_ce_3: 0.3077 loss_bbox_3: 0.2077 loss_giou_3: 0.3674 loss_ce_4: 0.2913 loss_bbox_4: 0.2072 loss_giou_4: 0.3616 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 05:11:56] d2.utils.events INFO: eta: 19:48:23 iter: 196039 total_loss: 5.693 loss_ce: 0.3006 loss_bbox: 0.1912 loss_giou: 0.3262 loss_ce_0: 0.5083 loss_bbox_0: 0.3224 loss_giou_0: 0.5198 loss_ce_1: 0.396 loss_bbox_1: 0.2261 loss_giou_1: 0.3777 loss_ce_2: 0.3466 loss_bbox_2: 0.199 loss_giou_2: 0.3449 loss_ce_3: 0.3087 loss_bbox_3: 0.1998 loss_giou_3: 0.3403 loss_ce_4: 0.3029 loss_bbox_4: 0.1947 loss_giou_4: 0.3312 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:02] d2.utils.events INFO: eta: 19:48:23 iter: 196059 total_loss: 5.546 loss_ce: 0.2962 loss_bbox: 0.1793 loss_giou: 0.3202 loss_ce_0: 0.5002 loss_bbox_0: 0.3029 loss_giou_0: 0.4946 loss_ce_1: 0.3995 loss_bbox_1: 0.2094 loss_giou_1: 0.3615 loss_ce_2: 0.3317 loss_bbox_2: 0.1922 loss_giou_2: 0.3342 loss_ce_3: 0.3017 loss_bbox_3: 0.1878 loss_giou_3: 0.326 loss_ce_4: 0.2925 loss_bbox_4: 0.186 loss_giou_4: 0.3221 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:08] d2.utils.events INFO: eta: 19:48:23 iter: 196079 total_loss: 5.858 loss_ce: 0.3104 loss_bbox: 0.1637 loss_giou: 0.3336 loss_ce_0: 0.517 loss_bbox_0: 0.3074 loss_giou_0: 0.5382 loss_ce_1: 0.4308 loss_bbox_1: 0.2054 loss_giou_1: 0.4002 loss_ce_2: 0.3496 loss_bbox_2: 0.1841 loss_giou_2: 0.366 loss_ce_3: 0.3297 loss_bbox_3: 0.1728 loss_giou_3: 0.3498 loss_ce_4: 0.3097 loss_bbox_4: 0.1661 loss_giou_4: 0.3409 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:13] d2.utils.events INFO: eta: 19:48:06 iter: 196099 total_loss: 5.666 loss_ce: 0.2976 loss_bbox: 0.183 loss_giou: 0.3184 loss_ce_0: 0.4995 loss_bbox_0: 0.3164 loss_giou_0: 0.5181 loss_ce_1: 0.3954 loss_bbox_1: 0.2143 loss_giou_1: 0.3802 loss_ce_2: 0.3345 loss_bbox_2: 0.1965 loss_giou_2: 0.3389 loss_ce_3: 0.3105 loss_bbox_3: 0.1879 loss_giou_3: 0.3308 loss_ce_4: 0.2987 loss_bbox_4: 0.1844 loss_giou_4: 0.3236 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:19] d2.utils.events INFO: eta: 19:47:51 iter: 196119 total_loss: 5.72 loss_ce: 0.2978 loss_bbox: 0.1862 loss_giou: 0.3277 loss_ce_0: 0.4856 loss_bbox_0: 0.3062 loss_giou_0: 0.509 loss_ce_1: 0.3944 loss_bbox_1: 0.2233 loss_giou_1: 0.3725 loss_ce_2: 0.3432 loss_bbox_2: 0.2007 loss_giou_2: 0.347 loss_ce_3: 0.3183 loss_bbox_3: 0.1921 loss_giou_3: 0.3423 loss_ce_4: 0.3109 loss_bbox_4: 0.188 loss_giou_4: 0.3307 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:25] d2.utils.events INFO: eta: 19:47:55 iter: 196139 total_loss: 5.528 loss_ce: 0.2887 loss_bbox: 0.1821 loss_giou: 0.3135 loss_ce_0: 0.5003 loss_bbox_0: 0.2998 loss_giou_0: 0.5145 loss_ce_1: 0.3875 loss_bbox_1: 0.2034 loss_giou_1: 0.3594 loss_ce_2: 0.3205 loss_bbox_2: 0.1897 loss_giou_2: 0.3326 loss_ce_3: 0.2983 loss_bbox_3: 0.189 loss_giou_3: 0.3207 loss_ce_4: 0.2932 loss_bbox_4: 0.1826 loss_giou_4: 0.3139 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:30] d2.utils.events INFO: eta: 19:47:48 iter: 196159 total_loss: 5.447 loss_ce: 0.2718 loss_bbox: 0.1864 loss_giou: 0.3088 loss_ce_0: 0.4881 loss_bbox_0: 0.3243 loss_giou_0: 0.5194 loss_ce_1: 0.3701 loss_bbox_1: 0.2242 loss_giou_1: 0.3709 loss_ce_2: 0.3092 loss_bbox_2: 0.1937 loss_giou_2: 0.3301 loss_ce_3: 0.278 loss_bbox_3: 0.1908 loss_giou_3: 0.318 loss_ce_4: 0.2747 loss_bbox_4: 0.1856 loss_giou_4: 0.3109 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:36] d2.utils.events INFO: eta: 19:47:25 iter: 196179 total_loss: 5.632 loss_ce: 0.2963 loss_bbox: 0.1738 loss_giou: 0.3303 loss_ce_0: 0.4921 loss_bbox_0: 0.308 loss_giou_0: 0.5302 loss_ce_1: 0.3969 loss_bbox_1: 0.2014 loss_giou_1: 0.3783 loss_ce_2: 0.3321 loss_bbox_2: 0.1857 loss_giou_2: 0.3546 loss_ce_3: 0.3071 loss_bbox_3: 0.1772 loss_giou_3: 0.3404 loss_ce_4: 0.2947 loss_bbox_4: 0.1738 loss_giou_4: 0.3321 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:42] d2.utils.events INFO: eta: 19:47:37 iter: 196199 total_loss: 5.756 loss_ce: 0.2756 loss_bbox: 0.1753 loss_giou: 0.351 loss_ce_0: 0.4878 loss_bbox_0: 0.2984 loss_giou_0: 0.5337 loss_ce_1: 0.3813 loss_bbox_1: 0.2107 loss_giou_1: 0.4054 loss_ce_2: 0.3165 loss_bbox_2: 0.1937 loss_giou_2: 0.3836 loss_ce_3: 0.2951 loss_bbox_3: 0.181 loss_giou_3: 0.3593 loss_ce_4: 0.2823 loss_bbox_4: 0.1774 loss_giou_4: 0.3527 time: 0.2801 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:48] d2.utils.events INFO: eta: 19:47:23 iter: 196219 total_loss: 5.62 loss_ce: 0.2791 loss_bbox: 0.1881 loss_giou: 0.3177 loss_ce_0: 0.4818 loss_bbox_0: 0.3176 loss_giou_0: 0.5051 loss_ce_1: 0.3864 loss_bbox_1: 0.2237 loss_giou_1: 0.3583 loss_ce_2: 0.3086 loss_bbox_2: 0.2051 loss_giou_2: 0.3358 loss_ce_3: 0.2837 loss_bbox_3: 0.1954 loss_giou_3: 0.3238 loss_ce_4: 0.2785 loss_bbox_4: 0.1883 loss_giou_4: 0.319 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:53] d2.utils.events INFO: eta: 19:47:25 iter: 196239 total_loss: 6.084 loss_ce: 0.3096 loss_bbox: 0.1792 loss_giou: 0.3796 loss_ce_0: 0.5036 loss_bbox_0: 0.3137 loss_giou_0: 0.5679 loss_ce_1: 0.3999 loss_bbox_1: 0.2133 loss_giou_1: 0.4336 loss_ce_2: 0.3325 loss_bbox_2: 0.1941 loss_giou_2: 0.4032 loss_ce_3: 0.3042 loss_bbox_3: 0.1866 loss_giou_3: 0.3907 loss_ce_4: 0.3114 loss_bbox_4: 0.1798 loss_giou_4: 0.3847 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 05:12:59] d2.utils.events INFO: eta: 19:47:12 iter: 196259 total_loss: 5.679 loss_ce: 0.2971 loss_bbox: 0.1817 loss_giou: 0.3217 loss_ce_0: 0.4982 loss_bbox_0: 0.2968 loss_giou_0: 0.4906 loss_ce_1: 0.4095 loss_bbox_1: 0.2079 loss_giou_1: 0.367 loss_ce_2: 0.3244 loss_bbox_2: 0.1917 loss_giou_2: 0.3417 loss_ce_3: 0.3007 loss_bbox_3: 0.1843 loss_giou_3: 0.3294 loss_ce_4: 0.296 loss_bbox_4: 0.1844 loss_giou_4: 0.3211 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:05] d2.utils.events INFO: eta: 19:47:16 iter: 196279 total_loss: 5.591 loss_ce: 0.2713 loss_bbox: 0.1883 loss_giou: 0.324 loss_ce_0: 0.5002 loss_bbox_0: 0.3158 loss_giou_0: 0.5203 loss_ce_1: 0.3846 loss_bbox_1: 0.2185 loss_giou_1: 0.3769 loss_ce_2: 0.3206 loss_bbox_2: 0.1952 loss_giou_2: 0.3376 loss_ce_3: 0.2908 loss_bbox_3: 0.1945 loss_giou_3: 0.3308 loss_ce_4: 0.2741 loss_bbox_4: 0.1921 loss_giou_4: 0.3195 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:10] d2.utils.events INFO: eta: 19:46:35 iter: 196299 total_loss: 5.444 loss_ce: 0.2813 loss_bbox: 0.1777 loss_giou: 0.3111 loss_ce_0: 0.4917 loss_bbox_0: 0.3024 loss_giou_0: 0.4833 loss_ce_1: 0.3867 loss_bbox_1: 0.2147 loss_giou_1: 0.3703 loss_ce_2: 0.3139 loss_bbox_2: 0.196 loss_giou_2: 0.3421 loss_ce_3: 0.2846 loss_bbox_3: 0.1868 loss_giou_3: 0.3294 loss_ce_4: 0.2785 loss_bbox_4: 0.1766 loss_giou_4: 0.3154 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:16] d2.utils.events INFO: eta: 19:46:36 iter: 196319 total_loss: 5.732 loss_ce: 0.2995 loss_bbox: 0.1784 loss_giou: 0.3466 loss_ce_0: 0.4934 loss_bbox_0: 0.3023 loss_giou_0: 0.5194 loss_ce_1: 0.3839 loss_bbox_1: 0.2072 loss_giou_1: 0.3982 loss_ce_2: 0.3365 loss_bbox_2: 0.1899 loss_giou_2: 0.3677 loss_ce_3: 0.3245 loss_bbox_3: 0.1893 loss_giou_3: 0.356 loss_ce_4: 0.3034 loss_bbox_4: 0.1796 loss_giou_4: 0.3509 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:22] d2.utils.events INFO: eta: 19:46:57 iter: 196339 total_loss: 5.627 loss_ce: 0.2991 loss_bbox: 0.1943 loss_giou: 0.3563 loss_ce_0: 0.4986 loss_bbox_0: 0.3192 loss_giou_0: 0.5228 loss_ce_1: 0.3928 loss_bbox_1: 0.2251 loss_giou_1: 0.401 loss_ce_2: 0.3423 loss_bbox_2: 0.2049 loss_giou_2: 0.371 loss_ce_3: 0.3082 loss_bbox_3: 0.1949 loss_giou_3: 0.3657 loss_ce_4: 0.2941 loss_bbox_4: 0.1917 loss_giou_4: 0.3587 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:27] d2.utils.events INFO: eta: 19:46:52 iter: 196359 total_loss: 5.612 loss_ce: 0.2873 loss_bbox: 0.1817 loss_giou: 0.3236 loss_ce_0: 0.5139 loss_bbox_0: 0.3026 loss_giou_0: 0.5131 loss_ce_1: 0.4171 loss_bbox_1: 0.2224 loss_giou_1: 0.3731 loss_ce_2: 0.3465 loss_bbox_2: 0.1958 loss_giou_2: 0.342 loss_ce_3: 0.3057 loss_bbox_3: 0.189 loss_giou_3: 0.3366 loss_ce_4: 0.2874 loss_bbox_4: 0.1803 loss_giou_4: 0.3256 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:33] d2.utils.events INFO: eta: 19:46:38 iter: 196379 total_loss: 5.769 loss_ce: 0.3064 loss_bbox: 0.1802 loss_giou: 0.3373 loss_ce_0: 0.4854 loss_bbox_0: 0.304 loss_giou_0: 0.5253 loss_ce_1: 0.3777 loss_bbox_1: 0.215 loss_giou_1: 0.3898 loss_ce_2: 0.3387 loss_bbox_2: 0.1961 loss_giou_2: 0.3545 loss_ce_3: 0.3095 loss_bbox_3: 0.1884 loss_giou_3: 0.3472 loss_ce_4: 0.3084 loss_bbox_4: 0.1835 loss_giou_4: 0.3393 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:39] d2.utils.events INFO: eta: 19:46:40 iter: 196399 total_loss: 5.79 loss_ce: 0.2978 loss_bbox: 0.1771 loss_giou: 0.3391 loss_ce_0: 0.5074 loss_bbox_0: 0.3043 loss_giou_0: 0.5122 loss_ce_1: 0.3963 loss_bbox_1: 0.2088 loss_giou_1: 0.3814 loss_ce_2: 0.3419 loss_bbox_2: 0.1906 loss_giou_2: 0.3587 loss_ce_3: 0.308 loss_bbox_3: 0.182 loss_giou_3: 0.345 loss_ce_4: 0.299 loss_bbox_4: 0.1828 loss_giou_4: 0.3429 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:44] d2.utils.events INFO: eta: 19:46:46 iter: 196419 total_loss: 5.479 loss_ce: 0.2771 loss_bbox: 0.1752 loss_giou: 0.3409 loss_ce_0: 0.482 loss_bbox_0: 0.2955 loss_giou_0: 0.5193 loss_ce_1: 0.388 loss_bbox_1: 0.2032 loss_giou_1: 0.3869 loss_ce_2: 0.3039 loss_bbox_2: 0.1885 loss_giou_2: 0.3488 loss_ce_3: 0.286 loss_bbox_3: 0.1758 loss_giou_3: 0.3444 loss_ce_4: 0.2743 loss_bbox_4: 0.1787 loss_giou_4: 0.341 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:50] d2.utils.events INFO: eta: 19:46:02 iter: 196439 total_loss: 5.529 loss_ce: 0.2767 loss_bbox: 0.1859 loss_giou: 0.3221 loss_ce_0: 0.4893 loss_bbox_0: 0.307 loss_giou_0: 0.5283 loss_ce_1: 0.3744 loss_bbox_1: 0.2145 loss_giou_1: 0.3837 loss_ce_2: 0.3309 loss_bbox_2: 0.1929 loss_giou_2: 0.3444 loss_ce_3: 0.3009 loss_bbox_3: 0.1887 loss_giou_3: 0.3306 loss_ce_4: 0.2857 loss_bbox_4: 0.1846 loss_giou_4: 0.3251 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:13:56] d2.utils.events INFO: eta: 19:45:33 iter: 196459 total_loss: 5.571 loss_ce: 0.2882 loss_bbox: 0.1814 loss_giou: 0.3268 loss_ce_0: 0.5192 loss_bbox_0: 0.3027 loss_giou_0: 0.5107 loss_ce_1: 0.3991 loss_bbox_1: 0.2101 loss_giou_1: 0.3712 loss_ce_2: 0.3346 loss_bbox_2: 0.1912 loss_giou_2: 0.3341 loss_ce_3: 0.3125 loss_bbox_3: 0.181 loss_giou_3: 0.3274 loss_ce_4: 0.2895 loss_bbox_4: 0.1791 loss_giou_4: 0.3263 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:01] d2.utils.events INFO: eta: 19:45:18 iter: 196479 total_loss: 5.581 loss_ce: 0.2806 loss_bbox: 0.1796 loss_giou: 0.3398 loss_ce_0: 0.4965 loss_bbox_0: 0.2999 loss_giou_0: 0.5304 loss_ce_1: 0.3874 loss_bbox_1: 0.2096 loss_giou_1: 0.395 loss_ce_2: 0.3292 loss_bbox_2: 0.1891 loss_giou_2: 0.36 loss_ce_3: 0.2897 loss_bbox_3: 0.1819 loss_giou_3: 0.3493 loss_ce_4: 0.2849 loss_bbox_4: 0.1806 loss_giou_4: 0.3376 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:07] d2.utils.events INFO: eta: 19:45:00 iter: 196499 total_loss: 5.611 loss_ce: 0.2718 loss_bbox: 0.1817 loss_giou: 0.3396 loss_ce_0: 0.4869 loss_bbox_0: 0.3113 loss_giou_0: 0.5142 loss_ce_1: 0.3816 loss_bbox_1: 0.2267 loss_giou_1: 0.3905 loss_ce_2: 0.3123 loss_bbox_2: 0.2044 loss_giou_2: 0.3706 loss_ce_3: 0.2866 loss_bbox_3: 0.186 loss_giou_3: 0.3551 loss_ce_4: 0.2743 loss_bbox_4: 0.1864 loss_giou_4: 0.3446 time: 0.2801 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:13] d2.utils.events INFO: eta: 19:45:12 iter: 196519 total_loss: 5.81 loss_ce: 0.2968 loss_bbox: 0.1864 loss_giou: 0.3561 loss_ce_0: 0.4949 loss_bbox_0: 0.3018 loss_giou_0: 0.5486 loss_ce_1: 0.3908 loss_bbox_1: 0.2084 loss_giou_1: 0.4142 loss_ce_2: 0.3331 loss_bbox_2: 0.1907 loss_giou_2: 0.3791 loss_ce_3: 0.3115 loss_bbox_3: 0.1854 loss_giou_3: 0.3661 loss_ce_4: 0.2961 loss_bbox_4: 0.1875 loss_giou_4: 0.362 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:18] d2.utils.events INFO: eta: 19:44:49 iter: 196539 total_loss: 5.504 loss_ce: 0.284 loss_bbox: 0.1931 loss_giou: 0.2985 loss_ce_0: 0.4701 loss_bbox_0: 0.3251 loss_giou_0: 0.4514 loss_ce_1: 0.3926 loss_bbox_1: 0.2257 loss_giou_1: 0.3408 loss_ce_2: 0.3342 loss_bbox_2: 0.2079 loss_giou_2: 0.3128 loss_ce_3: 0.2888 loss_bbox_3: 0.2029 loss_giou_3: 0.3075 loss_ce_4: 0.284 loss_bbox_4: 0.1961 loss_giou_4: 0.3004 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:24] d2.utils.events INFO: eta: 19:44:43 iter: 196559 total_loss: 5.734 loss_ce: 0.3187 loss_bbox: 0.1946 loss_giou: 0.3414 loss_ce_0: 0.5096 loss_bbox_0: 0.3367 loss_giou_0: 0.5201 loss_ce_1: 0.403 loss_bbox_1: 0.2258 loss_giou_1: 0.3801 loss_ce_2: 0.3469 loss_bbox_2: 0.2032 loss_giou_2: 0.3615 loss_ce_3: 0.3246 loss_bbox_3: 0.2019 loss_giou_3: 0.3488 loss_ce_4: 0.3201 loss_bbox_4: 0.1981 loss_giou_4: 0.3489 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:29] d2.utils.events INFO: eta: 19:44:33 iter: 196579 total_loss: 5.824 loss_ce: 0.3044 loss_bbox: 0.1863 loss_giou: 0.3301 loss_ce_0: 0.4981 loss_bbox_0: 0.3212 loss_giou_0: 0.5148 loss_ce_1: 0.4139 loss_bbox_1: 0.2281 loss_giou_1: 0.3796 loss_ce_2: 0.3564 loss_bbox_2: 0.2026 loss_giou_2: 0.3525 loss_ce_3: 0.3232 loss_bbox_3: 0.1934 loss_giou_3: 0.3471 loss_ce_4: 0.3038 loss_bbox_4: 0.1898 loss_giou_4: 0.3343 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:35] d2.utils.events INFO: eta: 19:44:27 iter: 196599 total_loss: 5.671 loss_ce: 0.2932 loss_bbox: 0.1826 loss_giou: 0.3526 loss_ce_0: 0.505 loss_bbox_0: 0.3161 loss_giou_0: 0.5488 loss_ce_1: 0.3997 loss_bbox_1: 0.2046 loss_giou_1: 0.3996 loss_ce_2: 0.3388 loss_bbox_2: 0.1897 loss_giou_2: 0.369 loss_ce_3: 0.3051 loss_bbox_3: 0.1874 loss_giou_3: 0.3574 loss_ce_4: 0.2961 loss_bbox_4: 0.1818 loss_giou_4: 0.3505 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:41] d2.utils.events INFO: eta: 19:44:17 iter: 196619 total_loss: 5.647 loss_ce: 0.2943 loss_bbox: 0.1851 loss_giou: 0.331 loss_ce_0: 0.4949 loss_bbox_0: 0.3135 loss_giou_0: 0.5324 loss_ce_1: 0.4066 loss_bbox_1: 0.2154 loss_giou_1: 0.39 loss_ce_2: 0.3511 loss_bbox_2: 0.1947 loss_giou_2: 0.356 loss_ce_3: 0.3213 loss_bbox_3: 0.1912 loss_giou_3: 0.3377 loss_ce_4: 0.2965 loss_bbox_4: 0.1889 loss_giou_4: 0.3366 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:46] d2.utils.events INFO: eta: 19:44:02 iter: 196639 total_loss: 5.612 loss_ce: 0.2844 loss_bbox: 0.1746 loss_giou: 0.3135 loss_ce_0: 0.5015 loss_bbox_0: 0.3086 loss_giou_0: 0.5046 loss_ce_1: 0.3951 loss_bbox_1: 0.2144 loss_giou_1: 0.3564 loss_ce_2: 0.3323 loss_bbox_2: 0.1886 loss_giou_2: 0.3367 loss_ce_3: 0.2953 loss_bbox_3: 0.1822 loss_giou_3: 0.3234 loss_ce_4: 0.2898 loss_bbox_4: 0.1764 loss_giou_4: 0.3163 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:52] d2.utils.events INFO: eta: 19:44:04 iter: 196659 total_loss: 6.021 loss_ce: 0.3057 loss_bbox: 0.2102 loss_giou: 0.3618 loss_ce_0: 0.5025 loss_bbox_0: 0.3215 loss_giou_0: 0.5321 loss_ce_1: 0.4059 loss_bbox_1: 0.2345 loss_giou_1: 0.4102 loss_ce_2: 0.3523 loss_bbox_2: 0.2229 loss_giou_2: 0.3753 loss_ce_3: 0.3162 loss_bbox_3: 0.2161 loss_giou_3: 0.3689 loss_ce_4: 0.3045 loss_bbox_4: 0.2135 loss_giou_4: 0.3678 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 05:14:58] d2.utils.events INFO: eta: 19:43:51 iter: 196679 total_loss: 5.798 loss_ce: 0.3151 loss_bbox: 0.1866 loss_giou: 0.3208 loss_ce_0: 0.5135 loss_bbox_0: 0.3173 loss_giou_0: 0.5086 loss_ce_1: 0.406 loss_bbox_1: 0.2161 loss_giou_1: 0.3664 loss_ce_2: 0.349 loss_bbox_2: 0.1981 loss_giou_2: 0.3371 loss_ce_3: 0.3202 loss_bbox_3: 0.1879 loss_giou_3: 0.3299 loss_ce_4: 0.3122 loss_bbox_4: 0.1866 loss_giou_4: 0.3255 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:03] d2.utils.events INFO: eta: 19:43:48 iter: 196699 total_loss: 5.716 loss_ce: 0.2956 loss_bbox: 0.1898 loss_giou: 0.3506 loss_ce_0: 0.4985 loss_bbox_0: 0.3181 loss_giou_0: 0.5216 loss_ce_1: 0.394 loss_bbox_1: 0.2249 loss_giou_1: 0.3868 loss_ce_2: 0.331 loss_bbox_2: 0.2041 loss_giou_2: 0.3681 loss_ce_3: 0.3009 loss_bbox_3: 0.1964 loss_giou_3: 0.3589 loss_ce_4: 0.2989 loss_bbox_4: 0.1919 loss_giou_4: 0.3473 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:09] d2.utils.events INFO: eta: 19:43:43 iter: 196719 total_loss: 5.51 loss_ce: 0.2773 loss_bbox: 0.1836 loss_giou: 0.3241 loss_ce_0: 0.4908 loss_bbox_0: 0.3015 loss_giou_0: 0.5075 loss_ce_1: 0.3861 loss_bbox_1: 0.2076 loss_giou_1: 0.3758 loss_ce_2: 0.3268 loss_bbox_2: 0.1944 loss_giou_2: 0.3427 loss_ce_3: 0.2897 loss_bbox_3: 0.1851 loss_giou_3: 0.334 loss_ce_4: 0.2877 loss_bbox_4: 0.1853 loss_giou_4: 0.3277 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:15] d2.utils.events INFO: eta: 19:43:53 iter: 196739 total_loss: 5.796 loss_ce: 0.2913 loss_bbox: 0.1885 loss_giou: 0.3539 loss_ce_0: 0.5015 loss_bbox_0: 0.3132 loss_giou_0: 0.5345 loss_ce_1: 0.3983 loss_bbox_1: 0.2198 loss_giou_1: 0.4017 loss_ce_2: 0.3313 loss_bbox_2: 0.2028 loss_giou_2: 0.3668 loss_ce_3: 0.3046 loss_bbox_3: 0.1955 loss_giou_3: 0.3577 loss_ce_4: 0.2931 loss_bbox_4: 0.19 loss_giou_4: 0.3585 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:21] d2.utils.events INFO: eta: 19:43:42 iter: 196759 total_loss: 5.767 loss_ce: 0.297 loss_bbox: 0.2016 loss_giou: 0.3374 loss_ce_0: 0.4867 loss_bbox_0: 0.335 loss_giou_0: 0.5155 loss_ce_1: 0.4061 loss_bbox_1: 0.2374 loss_giou_1: 0.3819 loss_ce_2: 0.325 loss_bbox_2: 0.2143 loss_giou_2: 0.352 loss_ce_3: 0.3076 loss_bbox_3: 0.2102 loss_giou_3: 0.3489 loss_ce_4: 0.2918 loss_bbox_4: 0.2062 loss_giou_4: 0.3456 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:26] d2.utils.events INFO: eta: 19:43:33 iter: 196779 total_loss: 6.038 loss_ce: 0.3309 loss_bbox: 0.1776 loss_giou: 0.3393 loss_ce_0: 0.5453 loss_bbox_0: 0.3177 loss_giou_0: 0.5561 loss_ce_1: 0.4382 loss_bbox_1: 0.2057 loss_giou_1: 0.4 loss_ce_2: 0.3823 loss_bbox_2: 0.1959 loss_giou_2: 0.3502 loss_ce_3: 0.3421 loss_bbox_3: 0.1848 loss_giou_3: 0.3431 loss_ce_4: 0.3275 loss_bbox_4: 0.1815 loss_giou_4: 0.3377 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:32] d2.utils.events INFO: eta: 19:43:27 iter: 196799 total_loss: 5.512 loss_ce: 0.2885 loss_bbox: 0.1806 loss_giou: 0.3202 loss_ce_0: 0.5012 loss_bbox_0: 0.307 loss_giou_0: 0.5149 loss_ce_1: 0.3934 loss_bbox_1: 0.2101 loss_giou_1: 0.3765 loss_ce_2: 0.3291 loss_bbox_2: 0.1915 loss_giou_2: 0.3424 loss_ce_3: 0.2945 loss_bbox_3: 0.1892 loss_giou_3: 0.3321 loss_ce_4: 0.2905 loss_bbox_4: 0.1826 loss_giou_4: 0.3221 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:38] d2.utils.events INFO: eta: 19:43:33 iter: 196819 total_loss: 5.9 loss_ce: 0.2855 loss_bbox: 0.19 loss_giou: 0.3566 loss_ce_0: 0.5121 loss_bbox_0: 0.3064 loss_giou_0: 0.5295 loss_ce_1: 0.3947 loss_bbox_1: 0.2231 loss_giou_1: 0.3993 loss_ce_2: 0.331 loss_bbox_2: 0.2096 loss_giou_2: 0.3713 loss_ce_3: 0.3015 loss_bbox_3: 0.2052 loss_giou_3: 0.3649 loss_ce_4: 0.3003 loss_bbox_4: 0.1967 loss_giou_4: 0.3583 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:43] d2.utils.events INFO: eta: 19:43:25 iter: 196839 total_loss: 5.611 loss_ce: 0.2817 loss_bbox: 0.1721 loss_giou: 0.3362 loss_ce_0: 0.5011 loss_bbox_0: 0.3057 loss_giou_0: 0.5158 loss_ce_1: 0.3772 loss_bbox_1: 0.2066 loss_giou_1: 0.3814 loss_ce_2: 0.3213 loss_bbox_2: 0.1897 loss_giou_2: 0.3529 loss_ce_3: 0.2919 loss_bbox_3: 0.1786 loss_giou_3: 0.3417 loss_ce_4: 0.2788 loss_bbox_4: 0.1738 loss_giou_4: 0.3354 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:49] d2.utils.events INFO: eta: 19:43:19 iter: 196859 total_loss: 5.739 loss_ce: 0.2804 loss_bbox: 0.1796 loss_giou: 0.3332 loss_ce_0: 0.4705 loss_bbox_0: 0.3161 loss_giou_0: 0.5246 loss_ce_1: 0.3711 loss_bbox_1: 0.2248 loss_giou_1: 0.3964 loss_ce_2: 0.312 loss_bbox_2: 0.1956 loss_giou_2: 0.3541 loss_ce_3: 0.2813 loss_bbox_3: 0.1852 loss_giou_3: 0.343 loss_ce_4: 0.2853 loss_bbox_4: 0.1827 loss_giou_4: 0.3333 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:15:55] d2.utils.events INFO: eta: 19:43:57 iter: 196879 total_loss: 5.312 loss_ce: 0.2786 loss_bbox: 0.1786 loss_giou: 0.3207 loss_ce_0: 0.4806 loss_bbox_0: 0.303 loss_giou_0: 0.5091 loss_ce_1: 0.3738 loss_bbox_1: 0.2089 loss_giou_1: 0.3722 loss_ce_2: 0.316 loss_bbox_2: 0.1892 loss_giou_2: 0.3421 loss_ce_3: 0.2894 loss_bbox_3: 0.1819 loss_giou_3: 0.3292 loss_ce_4: 0.2721 loss_bbox_4: 0.1819 loss_giou_4: 0.3236 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:00] d2.utils.events INFO: eta: 19:43:30 iter: 196899 total_loss: 5.621 loss_ce: 0.2992 loss_bbox: 0.1887 loss_giou: 0.3285 loss_ce_0: 0.4851 loss_bbox_0: 0.3195 loss_giou_0: 0.4947 loss_ce_1: 0.3862 loss_bbox_1: 0.2162 loss_giou_1: 0.3805 loss_ce_2: 0.3377 loss_bbox_2: 0.2012 loss_giou_2: 0.3421 loss_ce_3: 0.3122 loss_bbox_3: 0.1951 loss_giou_3: 0.3351 loss_ce_4: 0.3 loss_bbox_4: 0.1908 loss_giou_4: 0.3336 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:06] d2.utils.events INFO: eta: 19:43:07 iter: 196919 total_loss: 5.595 loss_ce: 0.2706 loss_bbox: 0.1856 loss_giou: 0.3248 loss_ce_0: 0.4708 loss_bbox_0: 0.3153 loss_giou_0: 0.4899 loss_ce_1: 0.3733 loss_bbox_1: 0.222 loss_giou_1: 0.3639 loss_ce_2: 0.3241 loss_bbox_2: 0.2013 loss_giou_2: 0.3392 loss_ce_3: 0.2841 loss_bbox_3: 0.1962 loss_giou_3: 0.3313 loss_ce_4: 0.2699 loss_bbox_4: 0.1837 loss_giou_4: 0.3204 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:12] d2.utils.events INFO: eta: 19:42:57 iter: 196939 total_loss: 5.856 loss_ce: 0.3066 loss_bbox: 0.1873 loss_giou: 0.352 loss_ce_0: 0.515 loss_bbox_0: 0.3353 loss_giou_0: 0.5543 loss_ce_1: 0.4188 loss_bbox_1: 0.2297 loss_giou_1: 0.408 loss_ce_2: 0.3484 loss_bbox_2: 0.206 loss_giou_2: 0.3717 loss_ce_3: 0.315 loss_bbox_3: 0.1945 loss_giou_3: 0.362 loss_ce_4: 0.3091 loss_bbox_4: 0.1848 loss_giou_4: 0.3544 time: 0.2801 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:17] d2.utils.events INFO: eta: 19:42:35 iter: 196959 total_loss: 5.488 loss_ce: 0.2762 loss_bbox: 0.1708 loss_giou: 0.3308 loss_ce_0: 0.4995 loss_bbox_0: 0.3188 loss_giou_0: 0.5267 loss_ce_1: 0.3686 loss_bbox_1: 0.2057 loss_giou_1: 0.3812 loss_ce_2: 0.3168 loss_bbox_2: 0.1917 loss_giou_2: 0.3492 loss_ce_3: 0.2837 loss_bbox_3: 0.1741 loss_giou_3: 0.3336 loss_ce_4: 0.2814 loss_bbox_4: 0.172 loss_giou_4: 0.3355 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:23] d2.utils.events INFO: eta: 19:42:29 iter: 196979 total_loss: 5.844 loss_ce: 0.3036 loss_bbox: 0.1886 loss_giou: 0.3363 loss_ce_0: 0.5058 loss_bbox_0: 0.3087 loss_giou_0: 0.5298 loss_ce_1: 0.4193 loss_bbox_1: 0.2165 loss_giou_1: 0.3819 loss_ce_2: 0.3464 loss_bbox_2: 0.1949 loss_giou_2: 0.3471 loss_ce_3: 0.3077 loss_bbox_3: 0.1903 loss_giou_3: 0.3406 loss_ce_4: 0.3012 loss_bbox_4: 0.1873 loss_giou_4: 0.3392 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:29] d2.utils.events INFO: eta: 19:42:34 iter: 196999 total_loss: 5.795 loss_ce: 0.2862 loss_bbox: 0.1954 loss_giou: 0.3415 loss_ce_0: 0.5019 loss_bbox_0: 0.3269 loss_giou_0: 0.537 loss_ce_1: 0.3939 loss_bbox_1: 0.2206 loss_giou_1: 0.4002 loss_ce_2: 0.3307 loss_bbox_2: 0.2045 loss_giou_2: 0.3657 loss_ce_3: 0.3059 loss_bbox_3: 0.1985 loss_giou_3: 0.3516 loss_ce_4: 0.2893 loss_bbox_4: 0.1979 loss_giou_4: 0.346 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:34] d2.utils.events INFO: eta: 19:42:09 iter: 197019 total_loss: 5.443 loss_ce: 0.2884 loss_bbox: 0.1887 loss_giou: 0.3273 loss_ce_0: 0.5005 loss_bbox_0: 0.3092 loss_giou_0: 0.5198 loss_ce_1: 0.404 loss_bbox_1: 0.2123 loss_giou_1: 0.3869 loss_ce_2: 0.329 loss_bbox_2: 0.2015 loss_giou_2: 0.3453 loss_ce_3: 0.3022 loss_bbox_3: 0.1891 loss_giou_3: 0.3387 loss_ce_4: 0.2887 loss_bbox_4: 0.1847 loss_giou_4: 0.3308 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:40] d2.utils.events INFO: eta: 19:42:27 iter: 197039 total_loss: 5.623 loss_ce: 0.2782 loss_bbox: 0.1831 loss_giou: 0.3495 loss_ce_0: 0.4767 loss_bbox_0: 0.3021 loss_giou_0: 0.5383 loss_ce_1: 0.3738 loss_bbox_1: 0.221 loss_giou_1: 0.401 loss_ce_2: 0.3153 loss_bbox_2: 0.2022 loss_giou_2: 0.3737 loss_ce_3: 0.2901 loss_bbox_3: 0.19 loss_giou_3: 0.3608 loss_ce_4: 0.2792 loss_bbox_4: 0.1899 loss_giou_4: 0.351 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:46] d2.utils.events INFO: eta: 19:42:22 iter: 197059 total_loss: 5.674 loss_ce: 0.2959 loss_bbox: 0.1873 loss_giou: 0.3469 loss_ce_0: 0.5073 loss_bbox_0: 0.3024 loss_giou_0: 0.5276 loss_ce_1: 0.3967 loss_bbox_1: 0.2209 loss_giou_1: 0.3873 loss_ce_2: 0.3398 loss_bbox_2: 0.1984 loss_giou_2: 0.3651 loss_ce_3: 0.3099 loss_bbox_3: 0.1913 loss_giou_3: 0.3548 loss_ce_4: 0.2969 loss_bbox_4: 0.1876 loss_giou_4: 0.3504 time: 0.2801 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:51] d2.utils.events INFO: eta: 19:42:03 iter: 197079 total_loss: 5.614 loss_ce: 0.2659 loss_bbox: 0.1957 loss_giou: 0.3276 loss_ce_0: 0.4727 loss_bbox_0: 0.3285 loss_giou_0: 0.4801 loss_ce_1: 0.3897 loss_bbox_1: 0.2296 loss_giou_1: 0.3702 loss_ce_2: 0.3189 loss_bbox_2: 0.2142 loss_giou_2: 0.3377 loss_ce_3: 0.2841 loss_bbox_3: 0.2016 loss_giou_3: 0.3328 loss_ce_4: 0.2715 loss_bbox_4: 0.1973 loss_giou_4: 0.3228 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 05:16:57] d2.utils.events INFO: eta: 19:42:10 iter: 197099 total_loss: 5.646 loss_ce: 0.2924 loss_bbox: 0.1927 loss_giou: 0.3226 loss_ce_0: 0.4967 loss_bbox_0: 0.3164 loss_giou_0: 0.4951 loss_ce_1: 0.3883 loss_bbox_1: 0.2248 loss_giou_1: 0.3684 loss_ce_2: 0.3398 loss_bbox_2: 0.201 loss_giou_2: 0.3366 loss_ce_3: 0.3065 loss_bbox_3: 0.1961 loss_giou_3: 0.3227 loss_ce_4: 0.2966 loss_bbox_4: 0.1944 loss_giou_4: 0.3238 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:02] d2.utils.events INFO: eta: 19:42:00 iter: 197119 total_loss: 5.642 loss_ce: 0.2952 loss_bbox: 0.1841 loss_giou: 0.3293 loss_ce_0: 0.4942 loss_bbox_0: 0.3144 loss_giou_0: 0.5129 loss_ce_1: 0.4022 loss_bbox_1: 0.22 loss_giou_1: 0.3795 loss_ce_2: 0.3233 loss_bbox_2: 0.2003 loss_giou_2: 0.3464 loss_ce_3: 0.2917 loss_bbox_3: 0.1923 loss_giou_3: 0.3372 loss_ce_4: 0.2928 loss_bbox_4: 0.1895 loss_giou_4: 0.3305 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:08] d2.utils.events INFO: eta: 19:41:35 iter: 197139 total_loss: 5.523 loss_ce: 0.3073 loss_bbox: 0.1789 loss_giou: 0.328 loss_ce_0: 0.4939 loss_bbox_0: 0.3078 loss_giou_0: 0.5194 loss_ce_1: 0.4047 loss_bbox_1: 0.2102 loss_giou_1: 0.3778 loss_ce_2: 0.3427 loss_bbox_2: 0.1935 loss_giou_2: 0.3451 loss_ce_3: 0.315 loss_bbox_3: 0.1856 loss_giou_3: 0.3359 loss_ce_4: 0.302 loss_bbox_4: 0.1794 loss_giou_4: 0.3298 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:14] d2.utils.events INFO: eta: 19:41:29 iter: 197159 total_loss: 5.657 loss_ce: 0.2962 loss_bbox: 0.1779 loss_giou: 0.3298 loss_ce_0: 0.5063 loss_bbox_0: 0.3193 loss_giou_0: 0.5166 loss_ce_1: 0.3857 loss_bbox_1: 0.2193 loss_giou_1: 0.387 loss_ce_2: 0.3225 loss_bbox_2: 0.1962 loss_giou_2: 0.3511 loss_ce_3: 0.2985 loss_bbox_3: 0.1885 loss_giou_3: 0.3375 loss_ce_4: 0.2929 loss_bbox_4: 0.1807 loss_giou_4: 0.3337 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:19] d2.utils.events INFO: eta: 19:41:47 iter: 197179 total_loss: 5.65 loss_ce: 0.3007 loss_bbox: 0.1799 loss_giou: 0.3394 loss_ce_0: 0.5033 loss_bbox_0: 0.307 loss_giou_0: 0.4968 loss_ce_1: 0.3862 loss_bbox_1: 0.2287 loss_giou_1: 0.3852 loss_ce_2: 0.3239 loss_bbox_2: 0.1957 loss_giou_2: 0.3707 loss_ce_3: 0.3108 loss_bbox_3: 0.1897 loss_giou_3: 0.3564 loss_ce_4: 0.3003 loss_bbox_4: 0.1829 loss_giou_4: 0.3479 time: 0.2801 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:25] d2.utils.events INFO: eta: 19:41:18 iter: 197199 total_loss: 5.694 loss_ce: 0.2948 loss_bbox: 0.1846 loss_giou: 0.3508 loss_ce_0: 0.5091 loss_bbox_0: 0.316 loss_giou_0: 0.5364 loss_ce_1: 0.394 loss_bbox_1: 0.2226 loss_giou_1: 0.395 loss_ce_2: 0.3273 loss_bbox_2: 0.1955 loss_giou_2: 0.3636 loss_ce_3: 0.303 loss_bbox_3: 0.1924 loss_giou_3: 0.3526 loss_ce_4: 0.2899 loss_bbox_4: 0.186 loss_giou_4: 0.3524 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:31] d2.utils.events INFO: eta: 19:40:39 iter: 197219 total_loss: 5.504 loss_ce: 0.274 loss_bbox: 0.171 loss_giou: 0.3483 loss_ce_0: 0.4837 loss_bbox_0: 0.2944 loss_giou_0: 0.5517 loss_ce_1: 0.3749 loss_bbox_1: 0.197 loss_giou_1: 0.4026 loss_ce_2: 0.3209 loss_bbox_2: 0.1787 loss_giou_2: 0.3717 loss_ce_3: 0.2863 loss_bbox_3: 0.1746 loss_giou_3: 0.3588 loss_ce_4: 0.2771 loss_bbox_4: 0.1704 loss_giou_4: 0.3493 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:37] d2.utils.events INFO: eta: 19:40:48 iter: 197239 total_loss: 6.095 loss_ce: 0.3108 loss_bbox: 0.1902 loss_giou: 0.3519 loss_ce_0: 0.5147 loss_bbox_0: 0.339 loss_giou_0: 0.5201 loss_ce_1: 0.4087 loss_bbox_1: 0.2357 loss_giou_1: 0.402 loss_ce_2: 0.352 loss_bbox_2: 0.2078 loss_giou_2: 0.3735 loss_ce_3: 0.322 loss_bbox_3: 0.2013 loss_giou_3: 0.3635 loss_ce_4: 0.3111 loss_bbox_4: 0.1956 loss_giou_4: 0.3561 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:42] d2.utils.events INFO: eta: 19:40:32 iter: 197259 total_loss: 5.574 loss_ce: 0.282 loss_bbox: 0.188 loss_giou: 0.3388 loss_ce_0: 0.4845 loss_bbox_0: 0.313 loss_giou_0: 0.4984 loss_ce_1: 0.3946 loss_bbox_1: 0.2234 loss_giou_1: 0.3825 loss_ce_2: 0.3223 loss_bbox_2: 0.2037 loss_giou_2: 0.3421 loss_ce_3: 0.2945 loss_bbox_3: 0.1921 loss_giou_3: 0.3389 loss_ce_4: 0.2846 loss_bbox_4: 0.1849 loss_giou_4: 0.335 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:48] d2.utils.events INFO: eta: 19:40:21 iter: 197279 total_loss: 5.852 loss_ce: 0.3052 loss_bbox: 0.1813 loss_giou: 0.3526 loss_ce_0: 0.5093 loss_bbox_0: 0.3142 loss_giou_0: 0.5356 loss_ce_1: 0.425 loss_bbox_1: 0.2147 loss_giou_1: 0.3978 loss_ce_2: 0.3491 loss_bbox_2: 0.1957 loss_giou_2: 0.3695 loss_ce_3: 0.3196 loss_bbox_3: 0.1928 loss_giou_3: 0.3636 loss_ce_4: 0.3159 loss_bbox_4: 0.1825 loss_giou_4: 0.3571 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:54] d2.utils.events INFO: eta: 19:40:57 iter: 197299 total_loss: 5.891 loss_ce: 0.3034 loss_bbox: 0.1919 loss_giou: 0.3485 loss_ce_0: 0.5065 loss_bbox_0: 0.3253 loss_giou_0: 0.5461 loss_ce_1: 0.4068 loss_bbox_1: 0.2261 loss_giou_1: 0.4041 loss_ce_2: 0.342 loss_bbox_2: 0.2066 loss_giou_2: 0.3725 loss_ce_3: 0.3087 loss_bbox_3: 0.1949 loss_giou_3: 0.3646 loss_ce_4: 0.3043 loss_bbox_4: 0.1981 loss_giou_4: 0.3568 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 05:17:59] d2.utils.events INFO: eta: 19:40:52 iter: 197319 total_loss: 5.72 loss_ce: 0.2914 loss_bbox: 0.178 loss_giou: 0.333 loss_ce_0: 0.4901 loss_bbox_0: 0.3165 loss_giou_0: 0.5287 loss_ce_1: 0.3973 loss_bbox_1: 0.2173 loss_giou_1: 0.3897 loss_ce_2: 0.3266 loss_bbox_2: 0.1939 loss_giou_2: 0.349 loss_ce_3: 0.3037 loss_bbox_3: 0.1825 loss_giou_3: 0.342 loss_ce_4: 0.2922 loss_bbox_4: 0.1824 loss_giou_4: 0.3347 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:05] d2.utils.events INFO: eta: 19:40:39 iter: 197339 total_loss: 5.932 loss_ce: 0.2832 loss_bbox: 0.1913 loss_giou: 0.3599 loss_ce_0: 0.4833 loss_bbox_0: 0.32 loss_giou_0: 0.5581 loss_ce_1: 0.3936 loss_bbox_1: 0.2234 loss_giou_1: 0.4203 loss_ce_2: 0.3157 loss_bbox_2: 0.2038 loss_giou_2: 0.3812 loss_ce_3: 0.2953 loss_bbox_3: 0.1978 loss_giou_3: 0.3673 loss_ce_4: 0.2853 loss_bbox_4: 0.1911 loss_giou_4: 0.3647 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:10] d2.utils.events INFO: eta: 19:40:33 iter: 197359 total_loss: 5.623 loss_ce: 0.2983 loss_bbox: 0.1785 loss_giou: 0.3042 loss_ce_0: 0.4988 loss_bbox_0: 0.3337 loss_giou_0: 0.48 loss_ce_1: 0.4034 loss_bbox_1: 0.225 loss_giou_1: 0.3523 loss_ce_2: 0.3399 loss_bbox_2: 0.1985 loss_giou_2: 0.3188 loss_ce_3: 0.3162 loss_bbox_3: 0.1917 loss_giou_3: 0.3148 loss_ce_4: 0.2996 loss_bbox_4: 0.1837 loss_giou_4: 0.3105 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:16] d2.utils.events INFO: eta: 19:39:59 iter: 197379 total_loss: 5.583 loss_ce: 0.292 loss_bbox: 0.1895 loss_giou: 0.3197 loss_ce_0: 0.5027 loss_bbox_0: 0.3184 loss_giou_0: 0.4952 loss_ce_1: 0.3998 loss_bbox_1: 0.2263 loss_giou_1: 0.3589 loss_ce_2: 0.333 loss_bbox_2: 0.2087 loss_giou_2: 0.3394 loss_ce_3: 0.3105 loss_bbox_3: 0.1954 loss_giou_3: 0.3311 loss_ce_4: 0.2923 loss_bbox_4: 0.1891 loss_giou_4: 0.3216 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:22] d2.utils.events INFO: eta: 19:39:40 iter: 197399 total_loss: 5.508 loss_ce: 0.2716 loss_bbox: 0.1712 loss_giou: 0.3319 loss_ce_0: 0.5057 loss_bbox_0: 0.2982 loss_giou_0: 0.5111 loss_ce_1: 0.3763 loss_bbox_1: 0.2005 loss_giou_1: 0.3893 loss_ce_2: 0.325 loss_bbox_2: 0.1826 loss_giou_2: 0.3525 loss_ce_3: 0.286 loss_bbox_3: 0.1756 loss_giou_3: 0.3381 loss_ce_4: 0.2749 loss_bbox_4: 0.1752 loss_giou_4: 0.332 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:27] d2.utils.events INFO: eta: 19:39:12 iter: 197419 total_loss: 5.94 loss_ce: 0.3201 loss_bbox: 0.1753 loss_giou: 0.3635 loss_ce_0: 0.5054 loss_bbox_0: 0.2996 loss_giou_0: 0.5516 loss_ce_1: 0.413 loss_bbox_1: 0.2078 loss_giou_1: 0.4172 loss_ce_2: 0.3456 loss_bbox_2: 0.1912 loss_giou_2: 0.3768 loss_ce_3: 0.3212 loss_bbox_3: 0.1778 loss_giou_3: 0.3711 loss_ce_4: 0.322 loss_bbox_4: 0.1783 loss_giou_4: 0.3662 time: 0.2801 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:33] d2.utils.events INFO: eta: 19:39:29 iter: 197439 total_loss: 5.603 loss_ce: 0.2824 loss_bbox: 0.1864 loss_giou: 0.324 loss_ce_0: 0.482 loss_bbox_0: 0.317 loss_giou_0: 0.5136 loss_ce_1: 0.3804 loss_bbox_1: 0.2154 loss_giou_1: 0.3693 loss_ce_2: 0.3098 loss_bbox_2: 0.203 loss_giou_2: 0.3387 loss_ce_3: 0.2957 loss_bbox_3: 0.1942 loss_giou_3: 0.3369 loss_ce_4: 0.2807 loss_bbox_4: 0.1874 loss_giou_4: 0.3326 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:39] d2.utils.events INFO: eta: 19:40:12 iter: 197459 total_loss: 5.559 loss_ce: 0.2814 loss_bbox: 0.1721 loss_giou: 0.3448 loss_ce_0: 0.4884 loss_bbox_0: 0.3034 loss_giou_0: 0.5549 loss_ce_1: 0.3847 loss_bbox_1: 0.2023 loss_giou_1: 0.3908 loss_ce_2: 0.3221 loss_bbox_2: 0.1896 loss_giou_2: 0.3658 loss_ce_3: 0.2864 loss_bbox_3: 0.1785 loss_giou_3: 0.3482 loss_ce_4: 0.2835 loss_bbox_4: 0.1695 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:44] d2.utils.events INFO: eta: 19:39:38 iter: 197479 total_loss: 5.861 loss_ce: 0.2996 loss_bbox: 0.1729 loss_giou: 0.3418 loss_ce_0: 0.4999 loss_bbox_0: 0.3154 loss_giou_0: 0.5567 loss_ce_1: 0.3959 loss_bbox_1: 0.2085 loss_giou_1: 0.3997 loss_ce_2: 0.3391 loss_bbox_2: 0.1917 loss_giou_2: 0.3631 loss_ce_3: 0.3092 loss_bbox_3: 0.1824 loss_giou_3: 0.3563 loss_ce_4: 0.3 loss_bbox_4: 0.1775 loss_giou_4: 0.3452 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:50] d2.utils.events INFO: eta: 19:39:24 iter: 197499 total_loss: 5.813 loss_ce: 0.3066 loss_bbox: 0.196 loss_giou: 0.3409 loss_ce_0: 0.5132 loss_bbox_0: 0.3216 loss_giou_0: 0.5337 loss_ce_1: 0.4065 loss_bbox_1: 0.2232 loss_giou_1: 0.389 loss_ce_2: 0.3462 loss_bbox_2: 0.2039 loss_giou_2: 0.3576 loss_ce_3: 0.3125 loss_bbox_3: 0.1976 loss_giou_3: 0.3448 loss_ce_4: 0.3073 loss_bbox_4: 0.1975 loss_giou_4: 0.3434 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:18:56] d2.utils.events INFO: eta: 19:39:12 iter: 197519 total_loss: 6.051 loss_ce: 0.3145 loss_bbox: 0.1818 loss_giou: 0.3322 loss_ce_0: 0.5014 loss_bbox_0: 0.3154 loss_giou_0: 0.5112 loss_ce_1: 0.3937 loss_bbox_1: 0.2141 loss_giou_1: 0.38 loss_ce_2: 0.3548 loss_bbox_2: 0.2003 loss_giou_2: 0.353 loss_ce_3: 0.3223 loss_bbox_3: 0.1853 loss_giou_3: 0.3384 loss_ce_4: 0.3157 loss_bbox_4: 0.1793 loss_giou_4: 0.3343 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:01] d2.utils.events INFO: eta: 19:39:52 iter: 197539 total_loss: 5.832 loss_ce: 0.2978 loss_bbox: 0.1847 loss_giou: 0.3397 loss_ce_0: 0.4991 loss_bbox_0: 0.3181 loss_giou_0: 0.5413 loss_ce_1: 0.3945 loss_bbox_1: 0.2203 loss_giou_1: 0.3912 loss_ce_2: 0.3261 loss_bbox_2: 0.1963 loss_giou_2: 0.3685 loss_ce_3: 0.3108 loss_bbox_3: 0.1911 loss_giou_3: 0.355 loss_ce_4: 0.2913 loss_bbox_4: 0.1871 loss_giou_4: 0.339 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:07] d2.utils.events INFO: eta: 19:40:02 iter: 197559 total_loss: 5.644 loss_ce: 0.2815 loss_bbox: 0.181 loss_giou: 0.3422 loss_ce_0: 0.5014 loss_bbox_0: 0.3058 loss_giou_0: 0.5506 loss_ce_1: 0.3892 loss_bbox_1: 0.2062 loss_giou_1: 0.3875 loss_ce_2: 0.3273 loss_bbox_2: 0.1961 loss_giou_2: 0.3604 loss_ce_3: 0.2925 loss_bbox_3: 0.1858 loss_giou_3: 0.3507 loss_ce_4: 0.2912 loss_bbox_4: 0.1811 loss_giou_4: 0.3487 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:13] d2.utils.events INFO: eta: 19:39:40 iter: 197579 total_loss: 5.737 loss_ce: 0.313 loss_bbox: 0.1977 loss_giou: 0.3364 loss_ce_0: 0.5192 loss_bbox_0: 0.3386 loss_giou_0: 0.4926 loss_ce_1: 0.4083 loss_bbox_1: 0.2372 loss_giou_1: 0.3783 loss_ce_2: 0.3495 loss_bbox_2: 0.2143 loss_giou_2: 0.3496 loss_ce_3: 0.3213 loss_bbox_3: 0.2092 loss_giou_3: 0.3483 loss_ce_4: 0.3083 loss_bbox_4: 0.2005 loss_giou_4: 0.3418 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:18] d2.utils.events INFO: eta: 19:39:33 iter: 197599 total_loss: 5.804 loss_ce: 0.2826 loss_bbox: 0.1998 loss_giou: 0.359 loss_ce_0: 0.4977 loss_bbox_0: 0.3186 loss_giou_0: 0.5421 loss_ce_1: 0.3832 loss_bbox_1: 0.2267 loss_giou_1: 0.3979 loss_ce_2: 0.3238 loss_bbox_2: 0.2117 loss_giou_2: 0.3721 loss_ce_3: 0.2858 loss_bbox_3: 0.2022 loss_giou_3: 0.3649 loss_ce_4: 0.2846 loss_bbox_4: 0.2048 loss_giou_4: 0.3552 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:24] d2.utils.events INFO: eta: 19:39:28 iter: 197619 total_loss: 5.702 loss_ce: 0.2947 loss_bbox: 0.1794 loss_giou: 0.3514 loss_ce_0: 0.5002 loss_bbox_0: 0.3089 loss_giou_0: 0.5376 loss_ce_1: 0.3918 loss_bbox_1: 0.2115 loss_giou_1: 0.3999 loss_ce_2: 0.3375 loss_bbox_2: 0.1932 loss_giou_2: 0.3752 loss_ce_3: 0.3153 loss_bbox_3: 0.1858 loss_giou_3: 0.3611 loss_ce_4: 0.292 loss_bbox_4: 0.1802 loss_giou_4: 0.3546 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:30] d2.utils.events INFO: eta: 19:39:24 iter: 197639 total_loss: 5.633 loss_ce: 0.2904 loss_bbox: 0.1866 loss_giou: 0.3306 loss_ce_0: 0.49 loss_bbox_0: 0.3021 loss_giou_0: 0.498 loss_ce_1: 0.3932 loss_bbox_1: 0.2199 loss_giou_1: 0.3802 loss_ce_2: 0.326 loss_bbox_2: 0.2058 loss_giou_2: 0.3574 loss_ce_3: 0.2887 loss_bbox_3: 0.1944 loss_giou_3: 0.3421 loss_ce_4: 0.2885 loss_bbox_4: 0.1879 loss_giou_4: 0.3373 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:35] d2.utils.events INFO: eta: 19:39:16 iter: 197659 total_loss: 5.84 loss_ce: 0.3281 loss_bbox: 0.1892 loss_giou: 0.3289 loss_ce_0: 0.5231 loss_bbox_0: 0.3124 loss_giou_0: 0.5195 loss_ce_1: 0.4046 loss_bbox_1: 0.2317 loss_giou_1: 0.3853 loss_ce_2: 0.353 loss_bbox_2: 0.2094 loss_giou_2: 0.3561 loss_ce_3: 0.3269 loss_bbox_3: 0.1995 loss_giou_3: 0.3426 loss_ce_4: 0.3141 loss_bbox_4: 0.1929 loss_giou_4: 0.3347 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:41] d2.utils.events INFO: eta: 19:39:31 iter: 197679 total_loss: 5.888 loss_ce: 0.298 loss_bbox: 0.1927 loss_giou: 0.3466 loss_ce_0: 0.5205 loss_bbox_0: 0.3234 loss_giou_0: 0.5365 loss_ce_1: 0.4099 loss_bbox_1: 0.2272 loss_giou_1: 0.403 loss_ce_2: 0.3447 loss_bbox_2: 0.2072 loss_giou_2: 0.3741 loss_ce_3: 0.3014 loss_bbox_3: 0.195 loss_giou_3: 0.3586 loss_ce_4: 0.2933 loss_bbox_4: 0.1926 loss_giou_4: 0.3504 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:47] d2.utils.events INFO: eta: 19:39:31 iter: 197699 total_loss: 5.151 loss_ce: 0.2504 loss_bbox: 0.1695 loss_giou: 0.3211 loss_ce_0: 0.4599 loss_bbox_0: 0.3013 loss_giou_0: 0.4899 loss_ce_1: 0.3599 loss_bbox_1: 0.1997 loss_giou_1: 0.3572 loss_ce_2: 0.2965 loss_bbox_2: 0.18 loss_giou_2: 0.3305 loss_ce_3: 0.2744 loss_bbox_3: 0.1817 loss_giou_3: 0.3289 loss_ce_4: 0.2545 loss_bbox_4: 0.1742 loss_giou_4: 0.3219 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:52] d2.utils.events INFO: eta: 19:39:24 iter: 197719 total_loss: 5.512 loss_ce: 0.2748 loss_bbox: 0.1836 loss_giou: 0.331 loss_ce_0: 0.4783 loss_bbox_0: 0.3049 loss_giou_0: 0.5059 loss_ce_1: 0.3751 loss_bbox_1: 0.2085 loss_giou_1: 0.3695 loss_ce_2: 0.3119 loss_bbox_2: 0.1956 loss_giou_2: 0.345 loss_ce_3: 0.2827 loss_bbox_3: 0.185 loss_giou_3: 0.3325 loss_ce_4: 0.276 loss_bbox_4: 0.1829 loss_giou_4: 0.3287 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 05:19:58] d2.utils.events INFO: eta: 19:39:19 iter: 197739 total_loss: 5.741 loss_ce: 0.3049 loss_bbox: 0.1831 loss_giou: 0.3263 loss_ce_0: 0.5163 loss_bbox_0: 0.3172 loss_giou_0: 0.5282 loss_ce_1: 0.4036 loss_bbox_1: 0.2185 loss_giou_1: 0.3706 loss_ce_2: 0.3378 loss_bbox_2: 0.1955 loss_giou_2: 0.3513 loss_ce_3: 0.3183 loss_bbox_3: 0.1871 loss_giou_3: 0.3377 loss_ce_4: 0.3003 loss_bbox_4: 0.183 loss_giou_4: 0.3292 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:04] d2.utils.events INFO: eta: 19:39:17 iter: 197759 total_loss: 5.536 loss_ce: 0.2958 loss_bbox: 0.184 loss_giou: 0.3314 loss_ce_0: 0.4867 loss_bbox_0: 0.3104 loss_giou_0: 0.4915 loss_ce_1: 0.3841 loss_bbox_1: 0.2206 loss_giou_1: 0.3649 loss_ce_2: 0.3241 loss_bbox_2: 0.1972 loss_giou_2: 0.3515 loss_ce_3: 0.3092 loss_bbox_3: 0.193 loss_giou_3: 0.3367 loss_ce_4: 0.2997 loss_bbox_4: 0.1874 loss_giou_4: 0.3284 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:09] d2.utils.events INFO: eta: 19:39:11 iter: 197779 total_loss: 5.83 loss_ce: 0.3223 loss_bbox: 0.1934 loss_giou: 0.3271 loss_ce_0: 0.5039 loss_bbox_0: 0.3138 loss_giou_0: 0.5172 loss_ce_1: 0.3957 loss_bbox_1: 0.2159 loss_giou_1: 0.3799 loss_ce_2: 0.3464 loss_bbox_2: 0.2052 loss_giou_2: 0.3451 loss_ce_3: 0.322 loss_bbox_3: 0.1989 loss_giou_3: 0.3335 loss_ce_4: 0.3198 loss_bbox_4: 0.1951 loss_giou_4: 0.3302 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:15] d2.utils.events INFO: eta: 19:39:01 iter: 197799 total_loss: 5.778 loss_ce: 0.2975 loss_bbox: 0.2057 loss_giou: 0.3381 loss_ce_0: 0.5177 loss_bbox_0: 0.3121 loss_giou_0: 0.5093 loss_ce_1: 0.4042 loss_bbox_1: 0.2312 loss_giou_1: 0.3668 loss_ce_2: 0.3433 loss_bbox_2: 0.2166 loss_giou_2: 0.343 loss_ce_3: 0.3219 loss_bbox_3: 0.2131 loss_giou_3: 0.3343 loss_ce_4: 0.3074 loss_bbox_4: 0.21 loss_giou_4: 0.3324 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:21] d2.utils.events INFO: eta: 19:38:29 iter: 197819 total_loss: 5.673 loss_ce: 0.291 loss_bbox: 0.1924 loss_giou: 0.3434 loss_ce_0: 0.4925 loss_bbox_0: 0.3265 loss_giou_0: 0.5116 loss_ce_1: 0.3882 loss_bbox_1: 0.2193 loss_giou_1: 0.3801 loss_ce_2: 0.3248 loss_bbox_2: 0.2046 loss_giou_2: 0.3552 loss_ce_3: 0.3047 loss_bbox_3: 0.1986 loss_giou_3: 0.3438 loss_ce_4: 0.2971 loss_bbox_4: 0.1959 loss_giou_4: 0.3445 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:26] d2.utils.events INFO: eta: 19:37:56 iter: 197839 total_loss: 5.711 loss_ce: 0.294 loss_bbox: 0.1852 loss_giou: 0.3343 loss_ce_0: 0.4891 loss_bbox_0: 0.3136 loss_giou_0: 0.5324 loss_ce_1: 0.3884 loss_bbox_1: 0.2161 loss_giou_1: 0.3842 loss_ce_2: 0.3215 loss_bbox_2: 0.1961 loss_giou_2: 0.3505 loss_ce_3: 0.3048 loss_bbox_3: 0.1934 loss_giou_3: 0.3401 loss_ce_4: 0.2966 loss_bbox_4: 0.187 loss_giou_4: 0.3378 time: 0.2801 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:32] d2.utils.events INFO: eta: 19:38:02 iter: 197859 total_loss: 5.2 loss_ce: 0.2705 loss_bbox: 0.1753 loss_giou: 0.3334 loss_ce_0: 0.4931 loss_bbox_0: 0.2987 loss_giou_0: 0.5024 loss_ce_1: 0.3649 loss_bbox_1: 0.2035 loss_giou_1: 0.3693 loss_ce_2: 0.3074 loss_bbox_2: 0.1953 loss_giou_2: 0.3438 loss_ce_3: 0.279 loss_bbox_3: 0.1795 loss_giou_3: 0.3365 loss_ce_4: 0.2683 loss_bbox_4: 0.1791 loss_giou_4: 0.3373 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:38] d2.utils.events INFO: eta: 19:37:19 iter: 197879 total_loss: 5.629 loss_ce: 0.3024 loss_bbox: 0.1869 loss_giou: 0.3119 loss_ce_0: 0.5153 loss_bbox_0: 0.323 loss_giou_0: 0.4901 loss_ce_1: 0.3982 loss_bbox_1: 0.2234 loss_giou_1: 0.3564 loss_ce_2: 0.3384 loss_bbox_2: 0.2093 loss_giou_2: 0.3341 loss_ce_3: 0.315 loss_bbox_3: 0.197 loss_giou_3: 0.3275 loss_ce_4: 0.3063 loss_bbox_4: 0.1905 loss_giou_4: 0.3175 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:43] d2.utils.events INFO: eta: 19:37:25 iter: 197899 total_loss: 5.832 loss_ce: 0.286 loss_bbox: 0.1745 loss_giou: 0.355 loss_ce_0: 0.5203 loss_bbox_0: 0.3111 loss_giou_0: 0.5308 loss_ce_1: 0.41 loss_bbox_1: 0.2104 loss_giou_1: 0.4048 loss_ce_2: 0.3422 loss_bbox_2: 0.1915 loss_giou_2: 0.3721 loss_ce_3: 0.3064 loss_bbox_3: 0.1829 loss_giou_3: 0.3601 loss_ce_4: 0.2968 loss_bbox_4: 0.179 loss_giou_4: 0.3598 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 05:20:47] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 05:20:47] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 05:20:47] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 05:20:47] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 05:20:47] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 05:20:48] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 05:20:54] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0409 s/iter. Eval: 0.0003 s/iter. Total: 0.0422 s/iter. ETA=0:00:25 [11/03 05:20:59] d2.evaluation.evaluator INFO: Inference done 93/625. Dataloading: 0.0027 s/iter. Inference: 0.0481 s/iter. Eval: 0.0094 s/iter. Total: 0.0603 s/iter. ETA=0:00:32 [11/03 05:21:04] d2.evaluation.evaluator INFO: Inference done 187/625. Dataloading: 0.0028 s/iter. Inference: 0.0490 s/iter. Eval: 0.0047 s/iter. Total: 0.0567 s/iter. ETA=0:00:24 [11/03 05:21:09] d2.evaluation.evaluator INFO: Inference done 286/625. Dataloading: 0.0026 s/iter. Inference: 0.0487 s/iter. Eval: 0.0032 s/iter. Total: 0.0545 s/iter. ETA=0:00:18 [11/03 05:21:14] d2.evaluation.evaluator INFO: Inference done 381/625. Dataloading: 0.0026 s/iter. Inference: 0.0488 s/iter. Eval: 0.0025 s/iter. Total: 0.0540 s/iter. ETA=0:00:13 [11/03 05:21:19] d2.evaluation.evaluator INFO: Inference done 477/625. Dataloading: 0.0026 s/iter. Inference: 0.0489 s/iter. Eval: 0.0021 s/iter. Total: 0.0537 s/iter. ETA=0:00:07 [11/03 05:21:24] d2.evaluation.evaluator INFO: Inference done 561/625. Dataloading: 0.0027 s/iter. Inference: 0.0489 s/iter. Eval: 0.0029 s/iter. Total: 0.0547 s/iter. ETA=0:00:03 [11/03 05:21:28] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.864079 (0.054619 s / iter per device, on 8 devices) [11/03 05:21:28] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048680 s / iter per device, on 8 devices) [11/03 05:21:34] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 05:21:34] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 05:21:36] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 05:21:39] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 05:21:52] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.17 seconds. [11/03 05:21:52] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 05:21:54] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.34 seconds. [11/03 05:21:54] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.701 | 60.290 | 44.790 | 23.022 | 44.993 | 57.316 | [11/03 05:21:54] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.437 | bicycle | 26.977 | car | 41.562 | | motorcycle | 40.773 | airplane | 68.609 | bus | 64.825 | | train | 64.934 | truck | 39.482 | boat | 26.075 | | traffic light | 27.022 | fire hydrant | 63.555 | stop sign | 67.199 | | parking meter | 45.356 | bench | 25.847 | bird | 35.889 | | cat | 71.664 | dog | 66.342 | horse | 57.737 | | sheep | 49.368 | cow | 57.430 | elephant | 64.521 | | bear | 72.873 | zebra | 65.916 | giraffe | 65.556 | | backpack | 15.214 | umbrella | 36.188 | handbag | 13.102 | | tie | 30.395 | suitcase | 37.329 | frisbee | 68.630 | | skis | 25.441 | snowboard | 42.326 | sports ball | 46.215 | | kite | 45.845 | baseball bat | 31.394 | baseball glove | 36.559 | | skateboard | 52.042 | surfboard | 38.105 | tennis racket | 46.779 | | bottle | 37.219 | wine glass | 33.036 | cup | 40.462 | | fork | 31.361 | knife | 14.307 | spoon | 15.419 | | bowl | 42.333 | banana | 24.607 | apple | 17.783 | | sandwich | 37.196 | orange | 30.974 | broccoli | 20.464 | | carrot | 20.880 | hot dog | 36.661 | pizza | 50.520 | | donut | 45.990 | cake | 35.109 | chair | 24.704 | | couch | 47.073 | potted plant | 24.734 | bed | 45.528 | | dining table | 30.308 | toilet | 60.724 | tv | 55.051 | | laptop | 60.239 | mouse | 59.336 | remote | 32.082 | | keyboard | 53.819 | cell phone | 38.753 | microwave | 62.659 | | oven | 34.989 | toaster | 31.225 | sink | 36.083 | | refrigerator | 58.853 | book | 11.563 | clock | 51.984 | | vase | 38.452 | scissors | 33.709 | teddy bear | 44.204 | | hair drier | 14.316 | toothbrush | 22.836 | | | [11/03 05:21:54] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 05:21:54] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 05:21:54] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 05:21:54] d2.evaluation.testing INFO: copypaste: 41.7007,60.2897,44.7901,23.0216,44.9933,57.3161 [11/03 05:21:57] d2.utils.events INFO: eta: 19:37:20 iter: 197919 total_loss: 5.76 loss_ce: 0.3067 loss_bbox: 0.1897 loss_giou: 0.3338 loss_ce_0: 0.5017 loss_bbox_0: 0.3166 loss_giou_0: 0.5056 loss_ce_1: 0.3981 loss_bbox_1: 0.2203 loss_giou_1: 0.3809 loss_ce_2: 0.3382 loss_bbox_2: 0.2 loss_giou_2: 0.3552 loss_ce_3: 0.3124 loss_bbox_3: 0.1957 loss_giou_3: 0.3414 loss_ce_4: 0.3017 loss_bbox_4: 0.197 loss_giou_4: 0.3345 time: 0.2801 data_time: 0.0181 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:03] d2.utils.events INFO: eta: 19:37:14 iter: 197939 total_loss: 5.351 loss_ce: 0.2729 loss_bbox: 0.1789 loss_giou: 0.3244 loss_ce_0: 0.4825 loss_bbox_0: 0.3087 loss_giou_0: 0.4695 loss_ce_1: 0.3726 loss_bbox_1: 0.211 loss_giou_1: 0.3704 loss_ce_2: 0.3115 loss_bbox_2: 0.1968 loss_giou_2: 0.3415 loss_ce_3: 0.2798 loss_bbox_3: 0.1855 loss_giou_3: 0.3375 loss_ce_4: 0.2741 loss_bbox_4: 0.1818 loss_giou_4: 0.3269 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:09] d2.utils.events INFO: eta: 19:38:02 iter: 197959 total_loss: 5.943 loss_ce: 0.3082 loss_bbox: 0.1839 loss_giou: 0.3506 loss_ce_0: 0.5106 loss_bbox_0: 0.3237 loss_giou_0: 0.5429 loss_ce_1: 0.4044 loss_bbox_1: 0.2208 loss_giou_1: 0.4067 loss_ce_2: 0.348 loss_bbox_2: 0.1999 loss_giou_2: 0.3733 loss_ce_3: 0.3218 loss_bbox_3: 0.1936 loss_giou_3: 0.3623 loss_ce_4: 0.3142 loss_bbox_4: 0.1862 loss_giou_4: 0.3536 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:15] d2.utils.events INFO: eta: 19:38:11 iter: 197979 total_loss: 5.878 loss_ce: 0.3136 loss_bbox: 0.1951 loss_giou: 0.327 loss_ce_0: 0.5154 loss_bbox_0: 0.3252 loss_giou_0: 0.487 loss_ce_1: 0.4238 loss_bbox_1: 0.2354 loss_giou_1: 0.3704 loss_ce_2: 0.3589 loss_bbox_2: 0.2082 loss_giou_2: 0.3399 loss_ce_3: 0.3209 loss_bbox_3: 0.2025 loss_giou_3: 0.3353 loss_ce_4: 0.31 loss_bbox_4: 0.1988 loss_giou_4: 0.3317 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:20] d2.utils.events INFO: eta: 19:37:43 iter: 197999 total_loss: 5.891 loss_ce: 0.3077 loss_bbox: 0.1964 loss_giou: 0.3433 loss_ce_0: 0.5181 loss_bbox_0: 0.3149 loss_giou_0: 0.5173 loss_ce_1: 0.4106 loss_bbox_1: 0.2231 loss_giou_1: 0.381 loss_ce_2: 0.3496 loss_bbox_2: 0.2096 loss_giou_2: 0.3636 loss_ce_3: 0.318 loss_bbox_3: 0.2045 loss_giou_3: 0.3508 loss_ce_4: 0.3078 loss_bbox_4: 0.2012 loss_giou_4: 0.3439 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:26] d2.utils.events INFO: eta: 19:37:48 iter: 198019 total_loss: 5.39 loss_ce: 0.27 loss_bbox: 0.1718 loss_giou: 0.3127 loss_ce_0: 0.4843 loss_bbox_0: 0.3112 loss_giou_0: 0.4912 loss_ce_1: 0.3847 loss_bbox_1: 0.2144 loss_giou_1: 0.365 loss_ce_2: 0.3022 loss_bbox_2: 0.193 loss_giou_2: 0.3347 loss_ce_3: 0.2797 loss_bbox_3: 0.183 loss_giou_3: 0.3262 loss_ce_4: 0.268 loss_bbox_4: 0.1769 loss_giou_4: 0.3183 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:31] d2.utils.events INFO: eta: 19:37:21 iter: 198039 total_loss: 5.839 loss_ce: 0.299 loss_bbox: 0.1838 loss_giou: 0.3355 loss_ce_0: 0.5085 loss_bbox_0: 0.3217 loss_giou_0: 0.5059 loss_ce_1: 0.395 loss_bbox_1: 0.2296 loss_giou_1: 0.3747 loss_ce_2: 0.3401 loss_bbox_2: 0.1983 loss_giou_2: 0.3523 loss_ce_3: 0.2983 loss_bbox_3: 0.1908 loss_giou_3: 0.3446 loss_ce_4: 0.2946 loss_bbox_4: 0.1885 loss_giou_4: 0.3386 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:37] d2.utils.events INFO: eta: 19:37:05 iter: 198059 total_loss: 5.993 loss_ce: 0.2864 loss_bbox: 0.2 loss_giou: 0.3502 loss_ce_0: 0.502 loss_bbox_0: 0.3314 loss_giou_0: 0.5377 loss_ce_1: 0.4 loss_bbox_1: 0.2334 loss_giou_1: 0.4037 loss_ce_2: 0.3377 loss_bbox_2: 0.2131 loss_giou_2: 0.3756 loss_ce_3: 0.3074 loss_bbox_3: 0.209 loss_giou_3: 0.3612 loss_ce_4: 0.2934 loss_bbox_4: 0.2037 loss_giou_4: 0.3546 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:43] d2.utils.events INFO: eta: 19:37:19 iter: 198079 total_loss: 5.987 loss_ce: 0.3055 loss_bbox: 0.1888 loss_giou: 0.3762 loss_ce_0: 0.5132 loss_bbox_0: 0.322 loss_giou_0: 0.5775 loss_ce_1: 0.4071 loss_bbox_1: 0.2204 loss_giou_1: 0.4409 loss_ce_2: 0.3577 loss_bbox_2: 0.202 loss_giou_2: 0.3975 loss_ce_3: 0.3237 loss_bbox_3: 0.1956 loss_giou_3: 0.3811 loss_ce_4: 0.3129 loss_bbox_4: 0.191 loss_giou_4: 0.3751 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:48] d2.utils.events INFO: eta: 19:37:13 iter: 198099 total_loss: 5.461 loss_ce: 0.2686 loss_bbox: 0.1748 loss_giou: 0.2998 loss_ce_0: 0.4965 loss_bbox_0: 0.3167 loss_giou_0: 0.4712 loss_ce_1: 0.3921 loss_bbox_1: 0.209 loss_giou_1: 0.3495 loss_ce_2: 0.3198 loss_bbox_2: 0.1936 loss_giou_2: 0.3219 loss_ce_3: 0.2916 loss_bbox_3: 0.1852 loss_giou_3: 0.3127 loss_ce_4: 0.2762 loss_bbox_4: 0.1794 loss_giou_4: 0.3058 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 05:22:54] d2.utils.events INFO: eta: 19:36:54 iter: 198119 total_loss: 6.04 loss_ce: 0.3067 loss_bbox: 0.2038 loss_giou: 0.3489 loss_ce_0: 0.5149 loss_bbox_0: 0.3459 loss_giou_0: 0.5223 loss_ce_1: 0.4114 loss_bbox_1: 0.246 loss_giou_1: 0.399 loss_ce_2: 0.347 loss_bbox_2: 0.2205 loss_giou_2: 0.3648 loss_ce_3: 0.3252 loss_bbox_3: 0.2061 loss_giou_3: 0.3614 loss_ce_4: 0.3059 loss_bbox_4: 0.2059 loss_giou_4: 0.355 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:00] d2.utils.events INFO: eta: 19:37:25 iter: 198139 total_loss: 5.839 loss_ce: 0.3135 loss_bbox: 0.1909 loss_giou: 0.3344 loss_ce_0: 0.5233 loss_bbox_0: 0.3237 loss_giou_0: 0.5246 loss_ce_1: 0.417 loss_bbox_1: 0.2177 loss_giou_1: 0.3854 loss_ce_2: 0.357 loss_bbox_2: 0.2003 loss_giou_2: 0.3511 loss_ce_3: 0.329 loss_bbox_3: 0.1968 loss_giou_3: 0.3436 loss_ce_4: 0.3112 loss_bbox_4: 0.1924 loss_giou_4: 0.3338 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:06] d2.utils.events INFO: eta: 19:37:24 iter: 198159 total_loss: 5.972 loss_ce: 0.3179 loss_bbox: 0.1874 loss_giou: 0.3458 loss_ce_0: 0.5391 loss_bbox_0: 0.3333 loss_giou_0: 0.5481 loss_ce_1: 0.4208 loss_bbox_1: 0.22 loss_giou_1: 0.403 loss_ce_2: 0.3567 loss_bbox_2: 0.2006 loss_giou_2: 0.3621 loss_ce_3: 0.329 loss_bbox_3: 0.1962 loss_giou_3: 0.3547 loss_ce_4: 0.3198 loss_bbox_4: 0.1903 loss_giou_4: 0.3475 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:11] d2.utils.events INFO: eta: 19:36:52 iter: 198179 total_loss: 6.094 loss_ce: 0.3188 loss_bbox: 0.1984 loss_giou: 0.3628 loss_ce_0: 0.5217 loss_bbox_0: 0.3305 loss_giou_0: 0.5494 loss_ce_1: 0.397 loss_bbox_1: 0.239 loss_giou_1: 0.411 loss_ce_2: 0.3431 loss_bbox_2: 0.2218 loss_giou_2: 0.3859 loss_ce_3: 0.3238 loss_bbox_3: 0.2067 loss_giou_3: 0.3727 loss_ce_4: 0.321 loss_bbox_4: 0.2014 loss_giou_4: 0.3675 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:17] d2.utils.events INFO: eta: 19:36:26 iter: 198199 total_loss: 5.977 loss_ce: 0.3017 loss_bbox: 0.1712 loss_giou: 0.3402 loss_ce_0: 0.5261 loss_bbox_0: 0.3207 loss_giou_0: 0.58 loss_ce_1: 0.4098 loss_bbox_1: 0.2072 loss_giou_1: 0.3985 loss_ce_2: 0.3404 loss_bbox_2: 0.1884 loss_giou_2: 0.3745 loss_ce_3: 0.3186 loss_bbox_3: 0.1753 loss_giou_3: 0.3546 loss_ce_4: 0.3024 loss_bbox_4: 0.1721 loss_giou_4: 0.348 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:22] d2.utils.events INFO: eta: 19:36:21 iter: 198219 total_loss: 5.889 loss_ce: 0.3005 loss_bbox: 0.1937 loss_giou: 0.3481 loss_ce_0: 0.503 loss_bbox_0: 0.3266 loss_giou_0: 0.5452 loss_ce_1: 0.4087 loss_bbox_1: 0.2291 loss_giou_1: 0.3964 loss_ce_2: 0.345 loss_bbox_2: 0.2069 loss_giou_2: 0.3677 loss_ce_3: 0.312 loss_bbox_3: 0.199 loss_giou_3: 0.355 loss_ce_4: 0.3006 loss_bbox_4: 0.2037 loss_giou_4: 0.3528 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:28] d2.utils.events INFO: eta: 19:35:46 iter: 198239 total_loss: 5.807 loss_ce: 0.3025 loss_bbox: 0.1978 loss_giou: 0.3505 loss_ce_0: 0.5075 loss_bbox_0: 0.3263 loss_giou_0: 0.5435 loss_ce_1: 0.4133 loss_bbox_1: 0.2302 loss_giou_1: 0.4 loss_ce_2: 0.3458 loss_bbox_2: 0.2037 loss_giou_2: 0.3661 loss_ce_3: 0.3142 loss_bbox_3: 0.1995 loss_giou_3: 0.3556 loss_ce_4: 0.2993 loss_bbox_4: 0.1972 loss_giou_4: 0.3523 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:34] d2.utils.events INFO: eta: 19:36:20 iter: 198259 total_loss: 5.837 loss_ce: 0.289 loss_bbox: 0.1876 loss_giou: 0.3372 loss_ce_0: 0.5028 loss_bbox_0: 0.3159 loss_giou_0: 0.5266 loss_ce_1: 0.3969 loss_bbox_1: 0.2201 loss_giou_1: 0.3955 loss_ce_2: 0.3336 loss_bbox_2: 0.1994 loss_giou_2: 0.3515 loss_ce_3: 0.3021 loss_bbox_3: 0.1898 loss_giou_3: 0.3467 loss_ce_4: 0.2853 loss_bbox_4: 0.1864 loss_giou_4: 0.3402 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:40] d2.utils.events INFO: eta: 19:36:14 iter: 198279 total_loss: 5.834 loss_ce: 0.2989 loss_bbox: 0.1906 loss_giou: 0.3358 loss_ce_0: 0.517 loss_bbox_0: 0.3321 loss_giou_0: 0.5183 loss_ce_1: 0.4144 loss_bbox_1: 0.2195 loss_giou_1: 0.3765 loss_ce_2: 0.3302 loss_bbox_2: 0.2051 loss_giou_2: 0.355 loss_ce_3: 0.3048 loss_bbox_3: 0.1975 loss_giou_3: 0.3458 loss_ce_4: 0.3017 loss_bbox_4: 0.1936 loss_giou_4: 0.3378 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:45] d2.utils.events INFO: eta: 19:36:15 iter: 198299 total_loss: 5.576 loss_ce: 0.2897 loss_bbox: 0.1815 loss_giou: 0.3333 loss_ce_0: 0.4886 loss_bbox_0: 0.3086 loss_giou_0: 0.5289 loss_ce_1: 0.3889 loss_bbox_1: 0.206 loss_giou_1: 0.3884 loss_ce_2: 0.3309 loss_bbox_2: 0.1894 loss_giou_2: 0.3553 loss_ce_3: 0.2987 loss_bbox_3: 0.1885 loss_giou_3: 0.3413 loss_ce_4: 0.2881 loss_bbox_4: 0.1836 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:51] d2.utils.events INFO: eta: 19:35:34 iter: 198319 total_loss: 5.733 loss_ce: 0.2796 loss_bbox: 0.1871 loss_giou: 0.3252 loss_ce_0: 0.4888 loss_bbox_0: 0.306 loss_giou_0: 0.4839 loss_ce_1: 0.3736 loss_bbox_1: 0.2072 loss_giou_1: 0.3747 loss_ce_2: 0.3269 loss_bbox_2: 0.1903 loss_giou_2: 0.3489 loss_ce_3: 0.2977 loss_bbox_3: 0.1902 loss_giou_3: 0.3352 loss_ce_4: 0.2813 loss_bbox_4: 0.1879 loss_giou_4: 0.3292 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 05:23:56] d2.utils.events INFO: eta: 19:35:28 iter: 198339 total_loss: 5.845 loss_ce: 0.3046 loss_bbox: 0.1779 loss_giou: 0.3254 loss_ce_0: 0.5102 loss_bbox_0: 0.3142 loss_giou_0: 0.4958 loss_ce_1: 0.4121 loss_bbox_1: 0.2156 loss_giou_1: 0.3717 loss_ce_2: 0.3398 loss_bbox_2: 0.1954 loss_giou_2: 0.3435 loss_ce_3: 0.3021 loss_bbox_3: 0.1852 loss_giou_3: 0.3314 loss_ce_4: 0.304 loss_bbox_4: 0.1819 loss_giou_4: 0.3304 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:02] d2.utils.events INFO: eta: 19:35:46 iter: 198359 total_loss: 6.044 loss_ce: 0.3003 loss_bbox: 0.189 loss_giou: 0.3322 loss_ce_0: 0.5197 loss_bbox_0: 0.3279 loss_giou_0: 0.5101 loss_ce_1: 0.4109 loss_bbox_1: 0.228 loss_giou_1: 0.3846 loss_ce_2: 0.3563 loss_bbox_2: 0.203 loss_giou_2: 0.3576 loss_ce_3: 0.3099 loss_bbox_3: 0.1976 loss_giou_3: 0.3473 loss_ce_4: 0.3047 loss_bbox_4: 0.1931 loss_giou_4: 0.3361 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:08] d2.utils.events INFO: eta: 19:36:07 iter: 198379 total_loss: 5.562 loss_ce: 0.2847 loss_bbox: 0.202 loss_giou: 0.3323 loss_ce_0: 0.4869 loss_bbox_0: 0.3203 loss_giou_0: 0.4969 loss_ce_1: 0.3835 loss_bbox_1: 0.2259 loss_giou_1: 0.3761 loss_ce_2: 0.3225 loss_bbox_2: 0.2091 loss_giou_2: 0.354 loss_ce_3: 0.2991 loss_bbox_3: 0.1994 loss_giou_3: 0.3485 loss_ce_4: 0.285 loss_bbox_4: 0.2013 loss_giou_4: 0.3339 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:13] d2.utils.events INFO: eta: 19:36:23 iter: 198399 total_loss: 5.627 loss_ce: 0.2881 loss_bbox: 0.1805 loss_giou: 0.3315 loss_ce_0: 0.4959 loss_bbox_0: 0.3103 loss_giou_0: 0.5094 loss_ce_1: 0.3934 loss_bbox_1: 0.209 loss_giou_1: 0.3782 loss_ce_2: 0.3307 loss_bbox_2: 0.189 loss_giou_2: 0.3396 loss_ce_3: 0.2994 loss_bbox_3: 0.1871 loss_giou_3: 0.3314 loss_ce_4: 0.2883 loss_bbox_4: 0.1818 loss_giou_4: 0.3352 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:19] d2.utils.events INFO: eta: 19:36:25 iter: 198419 total_loss: 5.53 loss_ce: 0.2739 loss_bbox: 0.1816 loss_giou: 0.3281 loss_ce_0: 0.4854 loss_bbox_0: 0.2949 loss_giou_0: 0.5218 loss_ce_1: 0.3843 loss_bbox_1: 0.2108 loss_giou_1: 0.3769 loss_ce_2: 0.3201 loss_bbox_2: 0.195 loss_giou_2: 0.3464 loss_ce_3: 0.2897 loss_bbox_3: 0.1892 loss_giou_3: 0.3358 loss_ce_4: 0.2754 loss_bbox_4: 0.1892 loss_giou_4: 0.3312 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:25] d2.utils.events INFO: eta: 19:36:20 iter: 198439 total_loss: 5.623 loss_ce: 0.2942 loss_bbox: 0.1674 loss_giou: 0.3277 loss_ce_0: 0.5072 loss_bbox_0: 0.3089 loss_giou_0: 0.5348 loss_ce_1: 0.4037 loss_bbox_1: 0.2112 loss_giou_1: 0.3692 loss_ce_2: 0.3335 loss_bbox_2: 0.1834 loss_giou_2: 0.3382 loss_ce_3: 0.3036 loss_bbox_3: 0.1717 loss_giou_3: 0.3319 loss_ce_4: 0.2921 loss_bbox_4: 0.1674 loss_giou_4: 0.3303 time: 0.2801 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:30] d2.utils.events INFO: eta: 19:35:13 iter: 198459 total_loss: 5.809 loss_ce: 0.3021 loss_bbox: 0.1927 loss_giou: 0.323 loss_ce_0: 0.5083 loss_bbox_0: 0.3174 loss_giou_0: 0.4936 loss_ce_1: 0.4009 loss_bbox_1: 0.228 loss_giou_1: 0.375 loss_ce_2: 0.3445 loss_bbox_2: 0.2053 loss_giou_2: 0.3431 loss_ce_3: 0.3206 loss_bbox_3: 0.198 loss_giou_3: 0.3306 loss_ce_4: 0.312 loss_bbox_4: 0.1951 loss_giou_4: 0.3304 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:36] d2.utils.events INFO: eta: 19:35:39 iter: 198479 total_loss: 5.754 loss_ce: 0.3087 loss_bbox: 0.191 loss_giou: 0.3309 loss_ce_0: 0.5054 loss_bbox_0: 0.3297 loss_giou_0: 0.4829 loss_ce_1: 0.4065 loss_bbox_1: 0.2293 loss_giou_1: 0.3683 loss_ce_2: 0.3499 loss_bbox_2: 0.2103 loss_giou_2: 0.3449 loss_ce_3: 0.3189 loss_bbox_3: 0.2012 loss_giou_3: 0.3329 loss_ce_4: 0.3132 loss_bbox_4: 0.1925 loss_giou_4: 0.3328 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:42] d2.utils.events INFO: eta: 19:35:19 iter: 198499 total_loss: 5.996 loss_ce: 0.3041 loss_bbox: 0.1928 loss_giou: 0.3335 loss_ce_0: 0.4924 loss_bbox_0: 0.3192 loss_giou_0: 0.5344 loss_ce_1: 0.3958 loss_bbox_1: 0.2307 loss_giou_1: 0.3872 loss_ce_2: 0.3266 loss_bbox_2: 0.2157 loss_giou_2: 0.3613 loss_ce_3: 0.3212 loss_bbox_3: 0.2051 loss_giou_3: 0.3416 loss_ce_4: 0.3012 loss_bbox_4: 0.1935 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:47] d2.utils.events INFO: eta: 19:35:11 iter: 198519 total_loss: 5.674 loss_ce: 0.3034 loss_bbox: 0.1918 loss_giou: 0.3219 loss_ce_0: 0.5026 loss_bbox_0: 0.3279 loss_giou_0: 0.4965 loss_ce_1: 0.4001 loss_bbox_1: 0.2277 loss_giou_1: 0.3638 loss_ce_2: 0.3282 loss_bbox_2: 0.2057 loss_giou_2: 0.3326 loss_ce_3: 0.3029 loss_bbox_3: 0.1956 loss_giou_3: 0.3311 loss_ce_4: 0.2901 loss_bbox_4: 0.1932 loss_giou_4: 0.3311 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:53] d2.utils.events INFO: eta: 19:34:18 iter: 198539 total_loss: 5.752 loss_ce: 0.2969 loss_bbox: 0.1771 loss_giou: 0.3297 loss_ce_0: 0.4941 loss_bbox_0: 0.3288 loss_giou_0: 0.5056 loss_ce_1: 0.4113 loss_bbox_1: 0.2099 loss_giou_1: 0.377 loss_ce_2: 0.3386 loss_bbox_2: 0.1891 loss_giou_2: 0.3383 loss_ce_3: 0.3099 loss_bbox_3: 0.1841 loss_giou_3: 0.3402 loss_ce_4: 0.2981 loss_bbox_4: 0.181 loss_giou_4: 0.3341 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 05:24:59] d2.utils.events INFO: eta: 19:34:16 iter: 198559 total_loss: 5.744 loss_ce: 0.2985 loss_bbox: 0.2006 loss_giou: 0.3073 loss_ce_0: 0.4954 loss_bbox_0: 0.3147 loss_giou_0: 0.5022 loss_ce_1: 0.3839 loss_bbox_1: 0.2273 loss_giou_1: 0.3665 loss_ce_2: 0.3358 loss_bbox_2: 0.2152 loss_giou_2: 0.3284 loss_ce_3: 0.3084 loss_bbox_3: 0.2077 loss_giou_3: 0.3205 loss_ce_4: 0.2963 loss_bbox_4: 0.2038 loss_giou_4: 0.3143 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:04] d2.utils.events INFO: eta: 19:34:48 iter: 198579 total_loss: 6.014 loss_ce: 0.3052 loss_bbox: 0.1864 loss_giou: 0.3492 loss_ce_0: 0.5022 loss_bbox_0: 0.3139 loss_giou_0: 0.5428 loss_ce_1: 0.413 loss_bbox_1: 0.2194 loss_giou_1: 0.3928 loss_ce_2: 0.3445 loss_bbox_2: 0.1974 loss_giou_2: 0.3676 loss_ce_3: 0.3132 loss_bbox_3: 0.1955 loss_giou_3: 0.3579 loss_ce_4: 0.3099 loss_bbox_4: 0.1943 loss_giou_4: 0.3512 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:10] d2.utils.events INFO: eta: 19:35:27 iter: 198599 total_loss: 5.675 loss_ce: 0.298 loss_bbox: 0.1795 loss_giou: 0.3357 loss_ce_0: 0.4793 loss_bbox_0: 0.3038 loss_giou_0: 0.5236 loss_ce_1: 0.3904 loss_bbox_1: 0.2085 loss_giou_1: 0.38 loss_ce_2: 0.3335 loss_bbox_2: 0.1891 loss_giou_2: 0.3486 loss_ce_3: 0.3059 loss_bbox_3: 0.1815 loss_giou_3: 0.3404 loss_ce_4: 0.295 loss_bbox_4: 0.1799 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:16] d2.utils.events INFO: eta: 19:34:32 iter: 198619 total_loss: 5.776 loss_ce: 0.3166 loss_bbox: 0.1716 loss_giou: 0.3329 loss_ce_0: 0.4973 loss_bbox_0: 0.3053 loss_giou_0: 0.5302 loss_ce_1: 0.4146 loss_bbox_1: 0.2079 loss_giou_1: 0.3897 loss_ce_2: 0.3561 loss_bbox_2: 0.1892 loss_giou_2: 0.3549 loss_ce_3: 0.3357 loss_bbox_3: 0.1801 loss_giou_3: 0.3483 loss_ce_4: 0.3206 loss_bbox_4: 0.1715 loss_giou_4: 0.3382 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:21] d2.utils.events INFO: eta: 19:34:27 iter: 198639 total_loss: 5.671 loss_ce: 0.2905 loss_bbox: 0.1899 loss_giou: 0.3314 loss_ce_0: 0.5028 loss_bbox_0: 0.3091 loss_giou_0: 0.4769 loss_ce_1: 0.4113 loss_bbox_1: 0.2226 loss_giou_1: 0.3656 loss_ce_2: 0.3308 loss_bbox_2: 0.2003 loss_giou_2: 0.3478 loss_ce_3: 0.3009 loss_bbox_3: 0.1952 loss_giou_3: 0.3352 loss_ce_4: 0.2927 loss_bbox_4: 0.1904 loss_giou_4: 0.3313 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:27] d2.utils.events INFO: eta: 19:34:14 iter: 198659 total_loss: 5.469 loss_ce: 0.2811 loss_bbox: 0.1723 loss_giou: 0.3316 loss_ce_0: 0.4793 loss_bbox_0: 0.3141 loss_giou_0: 0.5175 loss_ce_1: 0.3734 loss_bbox_1: 0.2057 loss_giou_1: 0.3775 loss_ce_2: 0.3062 loss_bbox_2: 0.1837 loss_giou_2: 0.3429 loss_ce_3: 0.2913 loss_bbox_3: 0.1744 loss_giou_3: 0.3371 loss_ce_4: 0.2831 loss_bbox_4: 0.1735 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:33] d2.utils.events INFO: eta: 19:33:42 iter: 198679 total_loss: 5.773 loss_ce: 0.2923 loss_bbox: 0.1899 loss_giou: 0.3414 loss_ce_0: 0.5041 loss_bbox_0: 0.3192 loss_giou_0: 0.541 loss_ce_1: 0.3981 loss_bbox_1: 0.2222 loss_giou_1: 0.4008 loss_ce_2: 0.3338 loss_bbox_2: 0.2003 loss_giou_2: 0.3678 loss_ce_3: 0.3005 loss_bbox_3: 0.1916 loss_giou_3: 0.3547 loss_ce_4: 0.2902 loss_bbox_4: 0.1902 loss_giou_4: 0.3465 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:38] d2.utils.events INFO: eta: 19:33:35 iter: 198699 total_loss: 5.591 loss_ce: 0.305 loss_bbox: 0.183 loss_giou: 0.3098 loss_ce_0: 0.5118 loss_bbox_0: 0.3182 loss_giou_0: 0.506 loss_ce_1: 0.4037 loss_bbox_1: 0.2137 loss_giou_1: 0.3652 loss_ce_2: 0.3502 loss_bbox_2: 0.1958 loss_giou_2: 0.3362 loss_ce_3: 0.3155 loss_bbox_3: 0.187 loss_giou_3: 0.3229 loss_ce_4: 0.3144 loss_bbox_4: 0.1833 loss_giou_4: 0.3127 time: 0.2801 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:44] d2.utils.events INFO: eta: 19:33:37 iter: 198719 total_loss: 5.659 loss_ce: 0.2914 loss_bbox: 0.1837 loss_giou: 0.328 loss_ce_0: 0.4991 loss_bbox_0: 0.3171 loss_giou_0: 0.5338 loss_ce_1: 0.4029 loss_bbox_1: 0.2149 loss_giou_1: 0.3764 loss_ce_2: 0.3328 loss_bbox_2: 0.1911 loss_giou_2: 0.3421 loss_ce_3: 0.3156 loss_bbox_3: 0.1848 loss_giou_3: 0.328 loss_ce_4: 0.3012 loss_bbox_4: 0.1834 loss_giou_4: 0.3313 time: 0.2801 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:50] d2.utils.events INFO: eta: 19:33:12 iter: 198739 total_loss: 6.098 loss_ce: 0.3131 loss_bbox: 0.1916 loss_giou: 0.342 loss_ce_0: 0.5033 loss_bbox_0: 0.3327 loss_giou_0: 0.5196 loss_ce_1: 0.4116 loss_bbox_1: 0.2409 loss_giou_1: 0.3922 loss_ce_2: 0.3562 loss_bbox_2: 0.206 loss_giou_2: 0.3562 loss_ce_3: 0.3244 loss_bbox_3: 0.1989 loss_giou_3: 0.3468 loss_ce_4: 0.3179 loss_bbox_4: 0.1965 loss_giou_4: 0.3418 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 05:25:55] d2.utils.events INFO: eta: 19:33:02 iter: 198759 total_loss: 5.51 loss_ce: 0.2816 loss_bbox: 0.1925 loss_giou: 0.3102 loss_ce_0: 0.4937 loss_bbox_0: 0.3246 loss_giou_0: 0.4807 loss_ce_1: 0.3916 loss_bbox_1: 0.2171 loss_giou_1: 0.3517 loss_ce_2: 0.3401 loss_bbox_2: 0.1991 loss_giou_2: 0.3211 loss_ce_3: 0.3001 loss_bbox_3: 0.1988 loss_giou_3: 0.3172 loss_ce_4: 0.2891 loss_bbox_4: 0.1974 loss_giou_4: 0.3138 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:01] d2.utils.events INFO: eta: 19:32:46 iter: 198779 total_loss: 5.814 loss_ce: 0.3063 loss_bbox: 0.1851 loss_giou: 0.3541 loss_ce_0: 0.5061 loss_bbox_0: 0.3216 loss_giou_0: 0.5326 loss_ce_1: 0.4187 loss_bbox_1: 0.2261 loss_giou_1: 0.4025 loss_ce_2: 0.3487 loss_bbox_2: 0.2011 loss_giou_2: 0.3716 loss_ce_3: 0.3172 loss_bbox_3: 0.1963 loss_giou_3: 0.3621 loss_ce_4: 0.3029 loss_bbox_4: 0.1885 loss_giou_4: 0.3564 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:07] d2.utils.events INFO: eta: 19:32:59 iter: 198799 total_loss: 5.743 loss_ce: 0.2971 loss_bbox: 0.1871 loss_giou: 0.3399 loss_ce_0: 0.4843 loss_bbox_0: 0.3167 loss_giou_0: 0.5042 loss_ce_1: 0.3953 loss_bbox_1: 0.2135 loss_giou_1: 0.3702 loss_ce_2: 0.3322 loss_bbox_2: 0.2019 loss_giou_2: 0.3587 loss_ce_3: 0.3044 loss_bbox_3: 0.1993 loss_giou_3: 0.3476 loss_ce_4: 0.2958 loss_bbox_4: 0.1926 loss_giou_4: 0.3445 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:12] d2.utils.events INFO: eta: 19:32:49 iter: 198819 total_loss: 5.927 loss_ce: 0.3021 loss_bbox: 0.1676 loss_giou: 0.339 loss_ce_0: 0.489 loss_bbox_0: 0.3112 loss_giou_0: 0.5204 loss_ce_1: 0.4042 loss_bbox_1: 0.2087 loss_giou_1: 0.3858 loss_ce_2: 0.3311 loss_bbox_2: 0.19 loss_giou_2: 0.3582 loss_ce_3: 0.3096 loss_bbox_3: 0.1742 loss_giou_3: 0.3489 loss_ce_4: 0.3002 loss_bbox_4: 0.1683 loss_giou_4: 0.3463 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:18] d2.utils.events INFO: eta: 19:32:44 iter: 198839 total_loss: 5.888 loss_ce: 0.3031 loss_bbox: 0.1913 loss_giou: 0.3449 loss_ce_0: 0.505 loss_bbox_0: 0.3245 loss_giou_0: 0.5376 loss_ce_1: 0.4085 loss_bbox_1: 0.2306 loss_giou_1: 0.3888 loss_ce_2: 0.3547 loss_bbox_2: 0.2052 loss_giou_2: 0.358 loss_ce_3: 0.32 loss_bbox_3: 0.199 loss_giou_3: 0.3445 loss_ce_4: 0.3067 loss_bbox_4: 0.1958 loss_giou_4: 0.3483 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:23] d2.utils.events INFO: eta: 19:31:50 iter: 198859 total_loss: 5.748 loss_ce: 0.3092 loss_bbox: 0.1873 loss_giou: 0.3145 loss_ce_0: 0.4841 loss_bbox_0: 0.2996 loss_giou_0: 0.4907 loss_ce_1: 0.397 loss_bbox_1: 0.2069 loss_giou_1: 0.3587 loss_ce_2: 0.3312 loss_bbox_2: 0.1932 loss_giou_2: 0.3301 loss_ce_3: 0.3188 loss_bbox_3: 0.1865 loss_giou_3: 0.3199 loss_ce_4: 0.3057 loss_bbox_4: 0.1879 loss_giou_4: 0.3157 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:29] d2.utils.events INFO: eta: 19:31:37 iter: 198879 total_loss: 5.516 loss_ce: 0.2795 loss_bbox: 0.1821 loss_giou: 0.3253 loss_ce_0: 0.4864 loss_bbox_0: 0.3047 loss_giou_0: 0.5153 loss_ce_1: 0.391 loss_bbox_1: 0.2111 loss_giou_1: 0.3617 loss_ce_2: 0.3196 loss_bbox_2: 0.1892 loss_giou_2: 0.3356 loss_ce_3: 0.3012 loss_bbox_3: 0.1889 loss_giou_3: 0.3257 loss_ce_4: 0.2853 loss_bbox_4: 0.1835 loss_giou_4: 0.3259 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:35] d2.utils.events INFO: eta: 19:30:31 iter: 198899 total_loss: 5.822 loss_ce: 0.2914 loss_bbox: 0.1871 loss_giou: 0.341 loss_ce_0: 0.5044 loss_bbox_0: 0.3157 loss_giou_0: 0.523 loss_ce_1: 0.3941 loss_bbox_1: 0.2202 loss_giou_1: 0.3909 loss_ce_2: 0.3345 loss_bbox_2: 0.1967 loss_giou_2: 0.364 loss_ce_3: 0.3084 loss_bbox_3: 0.1907 loss_giou_3: 0.353 loss_ce_4: 0.2896 loss_bbox_4: 0.1881 loss_giou_4: 0.3455 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:40] d2.utils.events INFO: eta: 19:30:33 iter: 198919 total_loss: 5.973 loss_ce: 0.3211 loss_bbox: 0.1869 loss_giou: 0.3594 loss_ce_0: 0.5151 loss_bbox_0: 0.3254 loss_giou_0: 0.5319 loss_ce_1: 0.4089 loss_bbox_1: 0.2192 loss_giou_1: 0.3988 loss_ce_2: 0.3551 loss_bbox_2: 0.201 loss_giou_2: 0.3716 loss_ce_3: 0.3331 loss_bbox_3: 0.1953 loss_giou_3: 0.365 loss_ce_4: 0.3187 loss_bbox_4: 0.1898 loss_giou_4: 0.3576 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:46] d2.utils.events INFO: eta: 19:30:22 iter: 198939 total_loss: 5.464 loss_ce: 0.2614 loss_bbox: 0.1766 loss_giou: 0.3397 loss_ce_0: 0.4821 loss_bbox_0: 0.3098 loss_giou_0: 0.4833 loss_ce_1: 0.3775 loss_bbox_1: 0.2234 loss_giou_1: 0.3761 loss_ce_2: 0.3103 loss_bbox_2: 0.188 loss_giou_2: 0.3527 loss_ce_3: 0.2819 loss_bbox_3: 0.1818 loss_giou_3: 0.3484 loss_ce_4: 0.2689 loss_bbox_4: 0.1789 loss_giou_4: 0.343 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:52] d2.utils.events INFO: eta: 19:30:01 iter: 198959 total_loss: 5.757 loss_ce: 0.2867 loss_bbox: 0.1875 loss_giou: 0.3502 loss_ce_0: 0.4983 loss_bbox_0: 0.3087 loss_giou_0: 0.5214 loss_ce_1: 0.3989 loss_bbox_1: 0.2186 loss_giou_1: 0.3974 loss_ce_2: 0.3325 loss_bbox_2: 0.2018 loss_giou_2: 0.3737 loss_ce_3: 0.3074 loss_bbox_3: 0.1922 loss_giou_3: 0.3648 loss_ce_4: 0.294 loss_bbox_4: 0.1892 loss_giou_4: 0.3535 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 05:26:57] d2.utils.events INFO: eta: 19:29:43 iter: 198979 total_loss: 5.939 loss_ce: 0.2998 loss_bbox: 0.188 loss_giou: 0.3426 loss_ce_0: 0.5089 loss_bbox_0: 0.3268 loss_giou_0: 0.5402 loss_ce_1: 0.4191 loss_bbox_1: 0.22 loss_giou_1: 0.3985 loss_ce_2: 0.3585 loss_bbox_2: 0.2024 loss_giou_2: 0.3663 loss_ce_3: 0.3199 loss_bbox_3: 0.1946 loss_giou_3: 0.3519 loss_ce_4: 0.3019 loss_bbox_4: 0.19 loss_giou_4: 0.3485 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:03] d2.utils.events INFO: eta: 19:29:33 iter: 198999 total_loss: 5.688 loss_ce: 0.3063 loss_bbox: 0.1847 loss_giou: 0.3185 loss_ce_0: 0.5076 loss_bbox_0: 0.3076 loss_giou_0: 0.5075 loss_ce_1: 0.3997 loss_bbox_1: 0.2171 loss_giou_1: 0.372 loss_ce_2: 0.3523 loss_bbox_2: 0.1971 loss_giou_2: 0.341 loss_ce_3: 0.3244 loss_bbox_3: 0.194 loss_giou_3: 0.3297 loss_ce_4: 0.3076 loss_bbox_4: 0.1889 loss_giou_4: 0.3231 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:09] d2.utils.events INFO: eta: 19:29:27 iter: 199019 total_loss: 5.731 loss_ce: 0.2984 loss_bbox: 0.173 loss_giou: 0.345 loss_ce_0: 0.4987 loss_bbox_0: 0.3033 loss_giou_0: 0.5266 loss_ce_1: 0.3988 loss_bbox_1: 0.2128 loss_giou_1: 0.39 loss_ce_2: 0.34 loss_bbox_2: 0.1933 loss_giou_2: 0.3628 loss_ce_3: 0.308 loss_bbox_3: 0.1812 loss_giou_3: 0.3531 loss_ce_4: 0.2945 loss_bbox_4: 0.1714 loss_giou_4: 0.3426 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:14] d2.utils.events INFO: eta: 19:29:38 iter: 199039 total_loss: 5.747 loss_ce: 0.2939 loss_bbox: 0.185 loss_giou: 0.3452 loss_ce_0: 0.4947 loss_bbox_0: 0.3281 loss_giou_0: 0.528 loss_ce_1: 0.3837 loss_bbox_1: 0.2266 loss_giou_1: 0.3845 loss_ce_2: 0.3268 loss_bbox_2: 0.2065 loss_giou_2: 0.3611 loss_ce_3: 0.2996 loss_bbox_3: 0.1964 loss_giou_3: 0.3533 loss_ce_4: 0.2852 loss_bbox_4: 0.1894 loss_giou_4: 0.3473 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:20] d2.utils.events INFO: eta: 19:29:33 iter: 199059 total_loss: 5.786 loss_ce: 0.3033 loss_bbox: 0.1895 loss_giou: 0.3482 loss_ce_0: 0.5305 loss_bbox_0: 0.3151 loss_giou_0: 0.5238 loss_ce_1: 0.4183 loss_bbox_1: 0.2157 loss_giou_1: 0.3872 loss_ce_2: 0.347 loss_bbox_2: 0.1916 loss_giou_2: 0.3597 loss_ce_3: 0.3128 loss_bbox_3: 0.1956 loss_giou_3: 0.3587 loss_ce_4: 0.303 loss_bbox_4: 0.1956 loss_giou_4: 0.3477 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:26] d2.utils.events INFO: eta: 19:29:27 iter: 199079 total_loss: 5.593 loss_ce: 0.2866 loss_bbox: 0.1806 loss_giou: 0.3302 loss_ce_0: 0.5096 loss_bbox_0: 0.3138 loss_giou_0: 0.5156 loss_ce_1: 0.3934 loss_bbox_1: 0.2096 loss_giou_1: 0.3727 loss_ce_2: 0.3326 loss_bbox_2: 0.1906 loss_giou_2: 0.3447 loss_ce_3: 0.2939 loss_bbox_3: 0.1835 loss_giou_3: 0.3364 loss_ce_4: 0.2857 loss_bbox_4: 0.1841 loss_giou_4: 0.334 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:32] d2.utils.events INFO: eta: 19:29:42 iter: 199099 total_loss: 5.561 loss_ce: 0.2785 loss_bbox: 0.1838 loss_giou: 0.3363 loss_ce_0: 0.4819 loss_bbox_0: 0.3056 loss_giou_0: 0.5289 loss_ce_1: 0.3846 loss_bbox_1: 0.2082 loss_giou_1: 0.3848 loss_ce_2: 0.319 loss_bbox_2: 0.1899 loss_giou_2: 0.35 loss_ce_3: 0.2981 loss_bbox_3: 0.1807 loss_giou_3: 0.3438 loss_ce_4: 0.2873 loss_bbox_4: 0.1801 loss_giou_4: 0.3377 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:37] d2.utils.events INFO: eta: 19:29:37 iter: 199119 total_loss: 5.925 loss_ce: 0.29 loss_bbox: 0.2065 loss_giou: 0.3448 loss_ce_0: 0.4922 loss_bbox_0: 0.3373 loss_giou_0: 0.5271 loss_ce_1: 0.3993 loss_bbox_1: 0.24 loss_giou_1: 0.3922 loss_ce_2: 0.3402 loss_bbox_2: 0.2133 loss_giou_2: 0.3618 loss_ce_3: 0.3111 loss_bbox_3: 0.2103 loss_giou_3: 0.3575 loss_ce_4: 0.2888 loss_bbox_4: 0.2062 loss_giou_4: 0.3486 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:43] d2.utils.events INFO: eta: 19:29:10 iter: 199139 total_loss: 5.797 loss_ce: 0.3047 loss_bbox: 0.1896 loss_giou: 0.3285 loss_ce_0: 0.5054 loss_bbox_0: 0.3053 loss_giou_0: 0.5124 loss_ce_1: 0.4055 loss_bbox_1: 0.2087 loss_giou_1: 0.3746 loss_ce_2: 0.3473 loss_bbox_2: 0.1987 loss_giou_2: 0.3403 loss_ce_3: 0.3216 loss_bbox_3: 0.1894 loss_giou_3: 0.3378 loss_ce_4: 0.306 loss_bbox_4: 0.1892 loss_giou_4: 0.3349 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:48] d2.utils.events INFO: eta: 19:28:45 iter: 199159 total_loss: 5.58 loss_ce: 0.2936 loss_bbox: 0.1826 loss_giou: 0.3395 loss_ce_0: 0.4876 loss_bbox_0: 0.307 loss_giou_0: 0.5133 loss_ce_1: 0.3975 loss_bbox_1: 0.2124 loss_giou_1: 0.3746 loss_ce_2: 0.325 loss_bbox_2: 0.1921 loss_giou_2: 0.3536 loss_ce_3: 0.3006 loss_bbox_3: 0.1891 loss_giou_3: 0.3445 loss_ce_4: 0.2863 loss_bbox_4: 0.1845 loss_giou_4: 0.3369 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 05:27:54] d2.utils.events INFO: eta: 19:28:44 iter: 199179 total_loss: 5.543 loss_ce: 0.2646 loss_bbox: 0.1915 loss_giou: 0.3242 loss_ce_0: 0.4841 loss_bbox_0: 0.3029 loss_giou_0: 0.5027 loss_ce_1: 0.391 loss_bbox_1: 0.2191 loss_giou_1: 0.3747 loss_ce_2: 0.3224 loss_bbox_2: 0.2007 loss_giou_2: 0.3382 loss_ce_3: 0.2862 loss_bbox_3: 0.1932 loss_giou_3: 0.3293 loss_ce_4: 0.2818 loss_bbox_4: 0.193 loss_giou_4: 0.3221 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:00] d2.utils.events INFO: eta: 19:29:07 iter: 199199 total_loss: 5.604 loss_ce: 0.3152 loss_bbox: 0.1906 loss_giou: 0.3372 loss_ce_0: 0.5195 loss_bbox_0: 0.3187 loss_giou_0: 0.5119 loss_ce_1: 0.4087 loss_bbox_1: 0.2211 loss_giou_1: 0.3698 loss_ce_2: 0.355 loss_bbox_2: 0.1988 loss_giou_2: 0.3543 loss_ce_3: 0.3146 loss_bbox_3: 0.1913 loss_giou_3: 0.3447 loss_ce_4: 0.3111 loss_bbox_4: 0.1886 loss_giou_4: 0.338 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:06] d2.utils.events INFO: eta: 19:29:24 iter: 199219 total_loss: 5.83 loss_ce: 0.2978 loss_bbox: 0.1833 loss_giou: 0.365 loss_ce_0: 0.5002 loss_bbox_0: 0.315 loss_giou_0: 0.5374 loss_ce_1: 0.41 loss_bbox_1: 0.2193 loss_giou_1: 0.4101 loss_ce_2: 0.3419 loss_bbox_2: 0.198 loss_giou_2: 0.3834 loss_ce_3: 0.3069 loss_bbox_3: 0.1894 loss_giou_3: 0.3757 loss_ce_4: 0.2987 loss_bbox_4: 0.1849 loss_giou_4: 0.3738 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:11] d2.utils.events INFO: eta: 19:28:43 iter: 199239 total_loss: 5.574 loss_ce: 0.2741 loss_bbox: 0.1709 loss_giou: 0.3327 loss_ce_0: 0.4958 loss_bbox_0: 0.3023 loss_giou_0: 0.5223 loss_ce_1: 0.3937 loss_bbox_1: 0.2092 loss_giou_1: 0.3832 loss_ce_2: 0.3208 loss_bbox_2: 0.1936 loss_giou_2: 0.3501 loss_ce_3: 0.2911 loss_bbox_3: 0.1721 loss_giou_3: 0.3398 loss_ce_4: 0.2786 loss_bbox_4: 0.1774 loss_giou_4: 0.3354 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:17] d2.utils.events INFO: eta: 19:28:31 iter: 199259 total_loss: 5.519 loss_ce: 0.2802 loss_bbox: 0.1811 loss_giou: 0.3147 loss_ce_0: 0.499 loss_bbox_0: 0.3205 loss_giou_0: 0.482 loss_ce_1: 0.3805 loss_bbox_1: 0.2141 loss_giou_1: 0.3664 loss_ce_2: 0.3091 loss_bbox_2: 0.1887 loss_giou_2: 0.3311 loss_ce_3: 0.2865 loss_bbox_3: 0.1854 loss_giou_3: 0.3228 loss_ce_4: 0.2873 loss_bbox_4: 0.184 loss_giou_4: 0.3129 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:22] d2.utils.events INFO: eta: 19:28:29 iter: 199279 total_loss: 5.429 loss_ce: 0.2794 loss_bbox: 0.1781 loss_giou: 0.3278 loss_ce_0: 0.4942 loss_bbox_0: 0.3097 loss_giou_0: 0.4999 loss_ce_1: 0.3869 loss_bbox_1: 0.2099 loss_giou_1: 0.3732 loss_ce_2: 0.3215 loss_bbox_2: 0.19 loss_giou_2: 0.3485 loss_ce_3: 0.293 loss_bbox_3: 0.1876 loss_giou_3: 0.341 loss_ce_4: 0.2914 loss_bbox_4: 0.1814 loss_giou_4: 0.3326 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:28] d2.utils.events INFO: eta: 19:28:14 iter: 199299 total_loss: 5.797 loss_ce: 0.2944 loss_bbox: 0.1933 loss_giou: 0.334 loss_ce_0: 0.5195 loss_bbox_0: 0.3131 loss_giou_0: 0.5419 loss_ce_1: 0.4018 loss_bbox_1: 0.2277 loss_giou_1: 0.3932 loss_ce_2: 0.3328 loss_bbox_2: 0.2083 loss_giou_2: 0.3594 loss_ce_3: 0.3134 loss_bbox_3: 0.2067 loss_giou_3: 0.3523 loss_ce_4: 0.3083 loss_bbox_4: 0.1977 loss_giou_4: 0.3429 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:34] d2.utils.events INFO: eta: 19:28:38 iter: 199319 total_loss: 5.975 loss_ce: 0.2985 loss_bbox: 0.1905 loss_giou: 0.3765 loss_ce_0: 0.5036 loss_bbox_0: 0.3214 loss_giou_0: 0.5475 loss_ce_1: 0.403 loss_bbox_1: 0.2203 loss_giou_1: 0.4215 loss_ce_2: 0.3445 loss_bbox_2: 0.2037 loss_giou_2: 0.3937 loss_ce_3: 0.3173 loss_bbox_3: 0.191 loss_giou_3: 0.3847 loss_ce_4: 0.3045 loss_bbox_4: 0.1877 loss_giou_4: 0.3751 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:39] d2.utils.events INFO: eta: 19:28:32 iter: 199339 total_loss: 5.767 loss_ce: 0.2838 loss_bbox: 0.1873 loss_giou: 0.3337 loss_ce_0: 0.5046 loss_bbox_0: 0.3135 loss_giou_0: 0.5158 loss_ce_1: 0.4042 loss_bbox_1: 0.2243 loss_giou_1: 0.3936 loss_ce_2: 0.3218 loss_bbox_2: 0.2019 loss_giou_2: 0.3551 loss_ce_3: 0.2924 loss_bbox_3: 0.1915 loss_giou_3: 0.3419 loss_ce_4: 0.2894 loss_bbox_4: 0.1851 loss_giou_4: 0.3398 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:45] d2.utils.events INFO: eta: 19:28:08 iter: 199359 total_loss: 5.661 loss_ce: 0.2797 loss_bbox: 0.1755 loss_giou: 0.3383 loss_ce_0: 0.4971 loss_bbox_0: 0.3156 loss_giou_0: 0.5078 loss_ce_1: 0.3992 loss_bbox_1: 0.2128 loss_giou_1: 0.3893 loss_ce_2: 0.3244 loss_bbox_2: 0.1908 loss_giou_2: 0.3628 loss_ce_3: 0.2958 loss_bbox_3: 0.1843 loss_giou_3: 0.3519 loss_ce_4: 0.2832 loss_bbox_4: 0.1799 loss_giou_4: 0.3442 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:51] d2.utils.events INFO: eta: 19:27:52 iter: 199379 total_loss: 5.725 loss_ce: 0.2888 loss_bbox: 0.1855 loss_giou: 0.3362 loss_ce_0: 0.4956 loss_bbox_0: 0.3214 loss_giou_0: 0.5436 loss_ce_1: 0.4033 loss_bbox_1: 0.2176 loss_giou_1: 0.3881 loss_ce_2: 0.3319 loss_bbox_2: 0.1993 loss_giou_2: 0.3566 loss_ce_3: 0.2983 loss_bbox_3: 0.1871 loss_giou_3: 0.3478 loss_ce_4: 0.2869 loss_bbox_4: 0.1838 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:28:56] d2.utils.events INFO: eta: 19:27:39 iter: 199399 total_loss: 5.695 loss_ce: 0.2979 loss_bbox: 0.1797 loss_giou: 0.3192 loss_ce_0: 0.5132 loss_bbox_0: 0.3014 loss_giou_0: 0.5039 loss_ce_1: 0.4085 loss_bbox_1: 0.2105 loss_giou_1: 0.3715 loss_ce_2: 0.3506 loss_bbox_2: 0.194 loss_giou_2: 0.3351 loss_ce_3: 0.3101 loss_bbox_3: 0.1859 loss_giou_3: 0.3232 loss_ce_4: 0.2998 loss_bbox_4: 0.1824 loss_giou_4: 0.3187 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:02] d2.utils.events INFO: eta: 19:27:35 iter: 199419 total_loss: 5.776 loss_ce: 0.2963 loss_bbox: 0.1819 loss_giou: 0.338 loss_ce_0: 0.4926 loss_bbox_0: 0.3186 loss_giou_0: 0.5179 loss_ce_1: 0.3968 loss_bbox_1: 0.2189 loss_giou_1: 0.3876 loss_ce_2: 0.3439 loss_bbox_2: 0.2028 loss_giou_2: 0.3596 loss_ce_3: 0.3207 loss_bbox_3: 0.1881 loss_giou_3: 0.3533 loss_ce_4: 0.3041 loss_bbox_4: 0.1839 loss_giou_4: 0.3421 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:08] d2.utils.events INFO: eta: 19:27:27 iter: 199439 total_loss: 5.595 loss_ce: 0.3016 loss_bbox: 0.1745 loss_giou: 0.322 loss_ce_0: 0.4886 loss_bbox_0: 0.3226 loss_giou_0: 0.5148 loss_ce_1: 0.4047 loss_bbox_1: 0.2128 loss_giou_1: 0.3765 loss_ce_2: 0.3443 loss_bbox_2: 0.1887 loss_giou_2: 0.336 loss_ce_3: 0.3124 loss_bbox_3: 0.1776 loss_giou_3: 0.3302 loss_ce_4: 0.3012 loss_bbox_4: 0.1756 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:13] d2.utils.events INFO: eta: 19:27:29 iter: 199459 total_loss: 5.777 loss_ce: 0.2968 loss_bbox: 0.1773 loss_giou: 0.343 loss_ce_0: 0.4974 loss_bbox_0: 0.3117 loss_giou_0: 0.5202 loss_ce_1: 0.3976 loss_bbox_1: 0.2107 loss_giou_1: 0.3913 loss_ce_2: 0.3395 loss_bbox_2: 0.1892 loss_giou_2: 0.3629 loss_ce_3: 0.305 loss_bbox_3: 0.1845 loss_giou_3: 0.3515 loss_ce_4: 0.2965 loss_bbox_4: 0.1799 loss_giou_4: 0.3434 time: 0.2801 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:19] d2.utils.events INFO: eta: 19:27:18 iter: 199479 total_loss: 5.994 loss_ce: 0.3207 loss_bbox: 0.1912 loss_giou: 0.3544 loss_ce_0: 0.5168 loss_bbox_0: 0.332 loss_giou_0: 0.5361 loss_ce_1: 0.4129 loss_bbox_1: 0.2304 loss_giou_1: 0.4067 loss_ce_2: 0.3499 loss_bbox_2: 0.2078 loss_giou_2: 0.3817 loss_ce_3: 0.334 loss_bbox_3: 0.1993 loss_giou_3: 0.3681 loss_ce_4: 0.3263 loss_bbox_4: 0.1937 loss_giou_4: 0.3599 time: 0.2801 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:25] d2.utils.events INFO: eta: 19:27:28 iter: 199499 total_loss: 5.648 loss_ce: 0.2733 loss_bbox: 0.1824 loss_giou: 0.3397 loss_ce_0: 0.4872 loss_bbox_0: 0.3097 loss_giou_0: 0.5168 loss_ce_1: 0.3863 loss_bbox_1: 0.2073 loss_giou_1: 0.3808 loss_ce_2: 0.321 loss_bbox_2: 0.1948 loss_giou_2: 0.3507 loss_ce_3: 0.2938 loss_bbox_3: 0.1902 loss_giou_3: 0.3413 loss_ce_4: 0.2788 loss_bbox_4: 0.1864 loss_giou_4: 0.3405 time: 0.2801 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:30] d2.utils.events INFO: eta: 19:27:24 iter: 199519 total_loss: 5.93 loss_ce: 0.2887 loss_bbox: 0.1863 loss_giou: 0.3434 loss_ce_0: 0.5062 loss_bbox_0: 0.3081 loss_giou_0: 0.5227 loss_ce_1: 0.4061 loss_bbox_1: 0.2177 loss_giou_1: 0.397 loss_ce_2: 0.3375 loss_bbox_2: 0.1975 loss_giou_2: 0.365 loss_ce_3: 0.3084 loss_bbox_3: 0.1876 loss_giou_3: 0.349 loss_ce_4: 0.2906 loss_bbox_4: 0.1844 loss_giou_4: 0.3463 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:36] d2.utils.events INFO: eta: 19:27:34 iter: 199539 total_loss: 5.781 loss_ce: 0.2957 loss_bbox: 0.1992 loss_giou: 0.3255 loss_ce_0: 0.5137 loss_bbox_0: 0.3234 loss_giou_0: 0.5124 loss_ce_1: 0.4026 loss_bbox_1: 0.232 loss_giou_1: 0.3788 loss_ce_2: 0.342 loss_bbox_2: 0.21 loss_giou_2: 0.3525 loss_ce_3: 0.3098 loss_bbox_3: 0.2091 loss_giou_3: 0.3343 loss_ce_4: 0.293 loss_bbox_4: 0.2006 loss_giou_4: 0.3311 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:42] d2.utils.events INFO: eta: 19:27:14 iter: 199559 total_loss: 5.449 loss_ce: 0.2773 loss_bbox: 0.1886 loss_giou: 0.3238 loss_ce_0: 0.4822 loss_bbox_0: 0.3049 loss_giou_0: 0.4877 loss_ce_1: 0.3714 loss_bbox_1: 0.2195 loss_giou_1: 0.3754 loss_ce_2: 0.3215 loss_bbox_2: 0.2008 loss_giou_2: 0.3425 loss_ce_3: 0.2962 loss_bbox_3: 0.1851 loss_giou_3: 0.3326 loss_ce_4: 0.2829 loss_bbox_4: 0.1884 loss_giou_4: 0.3253 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:47] d2.utils.events INFO: eta: 19:27:14 iter: 199579 total_loss: 5.761 loss_ce: 0.3003 loss_bbox: 0.1983 loss_giou: 0.3539 loss_ce_0: 0.507 loss_bbox_0: 0.3185 loss_giou_0: 0.5317 loss_ce_1: 0.4086 loss_bbox_1: 0.2363 loss_giou_1: 0.3962 loss_ce_2: 0.3361 loss_bbox_2: 0.2159 loss_giou_2: 0.3661 loss_ce_3: 0.3077 loss_bbox_3: 0.2072 loss_giou_3: 0.3548 loss_ce_4: 0.2968 loss_bbox_4: 0.2005 loss_giou_4: 0.3587 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:53] d2.utils.events INFO: eta: 19:27:08 iter: 199599 total_loss: 5.7 loss_ce: 0.2937 loss_bbox: 0.1724 loss_giou: 0.3415 loss_ce_0: 0.4944 loss_bbox_0: 0.3012 loss_giou_0: 0.5352 loss_ce_1: 0.3977 loss_bbox_1: 0.2148 loss_giou_1: 0.3938 loss_ce_2: 0.3259 loss_bbox_2: 0.1893 loss_giou_2: 0.3641 loss_ce_3: 0.3004 loss_bbox_3: 0.1753 loss_giou_3: 0.3512 loss_ce_4: 0.2956 loss_bbox_4: 0.1731 loss_giou_4: 0.3456 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 05:29:59] d2.utils.events INFO: eta: 19:27:20 iter: 199619 total_loss: 5.747 loss_ce: 0.2941 loss_bbox: 0.1945 loss_giou: 0.3351 loss_ce_0: 0.5073 loss_bbox_0: 0.315 loss_giou_0: 0.508 loss_ce_1: 0.3995 loss_bbox_1: 0.2236 loss_giou_1: 0.3715 loss_ce_2: 0.3363 loss_bbox_2: 0.2071 loss_giou_2: 0.3425 loss_ce_3: 0.303 loss_bbox_3: 0.2016 loss_giou_3: 0.3437 loss_ce_4: 0.2905 loss_bbox_4: 0.1932 loss_giou_4: 0.3395 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:05] d2.utils.events INFO: eta: 19:27:11 iter: 199639 total_loss: 5.764 loss_ce: 0.3055 loss_bbox: 0.1919 loss_giou: 0.3235 loss_ce_0: 0.5025 loss_bbox_0: 0.3258 loss_giou_0: 0.5066 loss_ce_1: 0.4071 loss_bbox_1: 0.2267 loss_giou_1: 0.3613 loss_ce_2: 0.3471 loss_bbox_2: 0.2026 loss_giou_2: 0.3357 loss_ce_3: 0.3197 loss_bbox_3: 0.196 loss_giou_3: 0.3294 loss_ce_4: 0.3086 loss_bbox_4: 0.1911 loss_giou_4: 0.3239 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:10] d2.utils.events INFO: eta: 19:27:04 iter: 199659 total_loss: 5.652 loss_ce: 0.2874 loss_bbox: 0.1813 loss_giou: 0.3397 loss_ce_0: 0.5007 loss_bbox_0: 0.3177 loss_giou_0: 0.5269 loss_ce_1: 0.385 loss_bbox_1: 0.2104 loss_giou_1: 0.4024 loss_ce_2: 0.3284 loss_bbox_2: 0.1933 loss_giou_2: 0.355 loss_ce_3: 0.2902 loss_bbox_3: 0.1889 loss_giou_3: 0.3449 loss_ce_4: 0.2858 loss_bbox_4: 0.1845 loss_giou_4: 0.3397 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:16] d2.utils.events INFO: eta: 19:27:21 iter: 199679 total_loss: 5.961 loss_ce: 0.2922 loss_bbox: 0.1882 loss_giou: 0.347 loss_ce_0: 0.5047 loss_bbox_0: 0.3186 loss_giou_0: 0.5495 loss_ce_1: 0.4045 loss_bbox_1: 0.2202 loss_giou_1: 0.3925 loss_ce_2: 0.344 loss_bbox_2: 0.2002 loss_giou_2: 0.3624 loss_ce_3: 0.3182 loss_bbox_3: 0.194 loss_giou_3: 0.3554 loss_ce_4: 0.3046 loss_bbox_4: 0.191 loss_giou_4: 0.3475 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:22] d2.utils.events INFO: eta: 19:27:27 iter: 199699 total_loss: 5.915 loss_ce: 0.2932 loss_bbox: 0.1898 loss_giou: 0.3602 loss_ce_0: 0.5031 loss_bbox_0: 0.3252 loss_giou_0: 0.5546 loss_ce_1: 0.394 loss_bbox_1: 0.2256 loss_giou_1: 0.3993 loss_ce_2: 0.3305 loss_bbox_2: 0.2039 loss_giou_2: 0.3819 loss_ce_3: 0.3029 loss_bbox_3: 0.1936 loss_giou_3: 0.3693 loss_ce_4: 0.2964 loss_bbox_4: 0.1926 loss_giou_4: 0.3609 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:27] d2.utils.events INFO: eta: 19:27:46 iter: 199719 total_loss: 5.894 loss_ce: 0.3098 loss_bbox: 0.1938 loss_giou: 0.3498 loss_ce_0: 0.5033 loss_bbox_0: 0.3281 loss_giou_0: 0.5472 loss_ce_1: 0.4054 loss_bbox_1: 0.228 loss_giou_1: 0.4051 loss_ce_2: 0.3405 loss_bbox_2: 0.2067 loss_giou_2: 0.377 loss_ce_3: 0.3178 loss_bbox_3: 0.203 loss_giou_3: 0.364 loss_ce_4: 0.3021 loss_bbox_4: 0.1921 loss_giou_4: 0.3525 time: 0.2801 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:33] d2.utils.events INFO: eta: 19:27:51 iter: 199739 total_loss: 5.561 loss_ce: 0.276 loss_bbox: 0.1727 loss_giou: 0.3266 loss_ce_0: 0.4972 loss_bbox_0: 0.319 loss_giou_0: 0.5089 loss_ce_1: 0.3755 loss_bbox_1: 0.2144 loss_giou_1: 0.3806 loss_ce_2: 0.3217 loss_bbox_2: 0.1908 loss_giou_2: 0.3437 loss_ce_3: 0.2903 loss_bbox_3: 0.1866 loss_giou_3: 0.3336 loss_ce_4: 0.2793 loss_bbox_4: 0.18 loss_giou_4: 0.3268 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:39] d2.utils.events INFO: eta: 19:27:55 iter: 199759 total_loss: 5.656 loss_ce: 0.2881 loss_bbox: 0.1803 loss_giou: 0.3476 loss_ce_0: 0.4979 loss_bbox_0: 0.3126 loss_giou_0: 0.5376 loss_ce_1: 0.3795 loss_bbox_1: 0.2149 loss_giou_1: 0.3962 loss_ce_2: 0.3298 loss_bbox_2: 0.1978 loss_giou_2: 0.3637 loss_ce_3: 0.3024 loss_bbox_3: 0.1892 loss_giou_3: 0.3523 loss_ce_4: 0.2938 loss_bbox_4: 0.1829 loss_giou_4: 0.3492 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:44] d2.utils.events INFO: eta: 19:28:04 iter: 199779 total_loss: 6.014 loss_ce: 0.31 loss_bbox: 0.1932 loss_giou: 0.3627 loss_ce_0: 0.519 loss_bbox_0: 0.3064 loss_giou_0: 0.5742 loss_ce_1: 0.4119 loss_bbox_1: 0.2293 loss_giou_1: 0.428 loss_ce_2: 0.3448 loss_bbox_2: 0.2097 loss_giou_2: 0.3901 loss_ce_3: 0.3198 loss_bbox_3: 0.2024 loss_giou_3: 0.3822 loss_ce_4: 0.3043 loss_bbox_4: 0.1976 loss_giou_4: 0.3686 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:50] d2.utils.events INFO: eta: 19:27:59 iter: 199799 total_loss: 5.593 loss_ce: 0.2822 loss_bbox: 0.188 loss_giou: 0.3258 loss_ce_0: 0.5005 loss_bbox_0: 0.3092 loss_giou_0: 0.4848 loss_ce_1: 0.3793 loss_bbox_1: 0.2209 loss_giou_1: 0.373 loss_ce_2: 0.3181 loss_bbox_2: 0.2018 loss_giou_2: 0.3411 loss_ce_3: 0.2988 loss_bbox_3: 0.1921 loss_giou_3: 0.3354 loss_ce_4: 0.2861 loss_bbox_4: 0.1881 loss_giou_4: 0.3326 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:30:56] d2.utils.events INFO: eta: 19:28:16 iter: 199819 total_loss: 5.724 loss_ce: 0.2994 loss_bbox: 0.1941 loss_giou: 0.3301 loss_ce_0: 0.5077 loss_bbox_0: 0.3265 loss_giou_0: 0.5064 loss_ce_1: 0.4002 loss_bbox_1: 0.223 loss_giou_1: 0.3798 loss_ce_2: 0.3463 loss_bbox_2: 0.2079 loss_giou_2: 0.3429 loss_ce_3: 0.3048 loss_bbox_3: 0.1989 loss_giou_3: 0.3381 loss_ce_4: 0.3028 loss_bbox_4: 0.1956 loss_giou_4: 0.3345 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:02] d2.utils.events INFO: eta: 19:28:26 iter: 199839 total_loss: 5.559 loss_ce: 0.3106 loss_bbox: 0.1762 loss_giou: 0.331 loss_ce_0: 0.4702 loss_bbox_0: 0.2961 loss_giou_0: 0.512 loss_ce_1: 0.404 loss_bbox_1: 0.2083 loss_giou_1: 0.3718 loss_ce_2: 0.3428 loss_bbox_2: 0.1923 loss_giou_2: 0.3507 loss_ce_3: 0.3186 loss_bbox_3: 0.1819 loss_giou_3: 0.3451 loss_ce_4: 0.3073 loss_bbox_4: 0.1773 loss_giou_4: 0.3343 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:07] d2.utils.events INFO: eta: 19:28:49 iter: 199859 total_loss: 5.627 loss_ce: 0.29 loss_bbox: 0.1723 loss_giou: 0.3457 loss_ce_0: 0.492 loss_bbox_0: 0.3003 loss_giou_0: 0.5506 loss_ce_1: 0.387 loss_bbox_1: 0.2062 loss_giou_1: 0.3983 loss_ce_2: 0.3271 loss_bbox_2: 0.1858 loss_giou_2: 0.3654 loss_ce_3: 0.2958 loss_bbox_3: 0.1787 loss_giou_3: 0.3546 loss_ce_4: 0.2873 loss_bbox_4: 0.1757 loss_giou_4: 0.3492 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:13] d2.utils.events INFO: eta: 19:28:50 iter: 199879 total_loss: 5.54 loss_ce: 0.2689 loss_bbox: 0.1739 loss_giou: 0.3402 loss_ce_0: 0.4749 loss_bbox_0: 0.2939 loss_giou_0: 0.5149 loss_ce_1: 0.3825 loss_bbox_1: 0.1999 loss_giou_1: 0.3945 loss_ce_2: 0.3011 loss_bbox_2: 0.1805 loss_giou_2: 0.3668 loss_ce_3: 0.2752 loss_bbox_3: 0.178 loss_giou_3: 0.357 loss_ce_4: 0.267 loss_bbox_4: 0.1751 loss_giou_4: 0.3501 time: 0.2801 data_time: 0.0187 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:18] d2.utils.events INFO: eta: 19:29:08 iter: 199899 total_loss: 5.786 loss_ce: 0.2799 loss_bbox: 0.1762 loss_giou: 0.3534 loss_ce_0: 0.493 loss_bbox_0: 0.3002 loss_giou_0: 0.5452 loss_ce_1: 0.3874 loss_bbox_1: 0.2085 loss_giou_1: 0.4137 loss_ce_2: 0.3167 loss_bbox_2: 0.188 loss_giou_2: 0.3795 loss_ce_3: 0.2904 loss_bbox_3: 0.1802 loss_giou_3: 0.3648 loss_ce_4: 0.2785 loss_bbox_4: 0.178 loss_giou_4: 0.3568 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:24] d2.utils.events INFO: eta: 19:28:43 iter: 199919 total_loss: 5.722 loss_ce: 0.2924 loss_bbox: 0.197 loss_giou: 0.3416 loss_ce_0: 0.5139 loss_bbox_0: 0.3198 loss_giou_0: 0.5316 loss_ce_1: 0.4107 loss_bbox_1: 0.2247 loss_giou_1: 0.3878 loss_ce_2: 0.3421 loss_bbox_2: 0.216 loss_giou_2: 0.3691 loss_ce_3: 0.3103 loss_bbox_3: 0.2059 loss_giou_3: 0.3542 loss_ce_4: 0.2935 loss_bbox_4: 0.1969 loss_giou_4: 0.3506 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:30] d2.utils.events INFO: eta: 19:28:48 iter: 199939 total_loss: 6.057 loss_ce: 0.3009 loss_bbox: 0.2098 loss_giou: 0.3571 loss_ce_0: 0.5107 loss_bbox_0: 0.3211 loss_giou_0: 0.5469 loss_ce_1: 0.4083 loss_bbox_1: 0.2376 loss_giou_1: 0.415 loss_ce_2: 0.359 loss_bbox_2: 0.2255 loss_giou_2: 0.381 loss_ce_3: 0.3231 loss_bbox_3: 0.2167 loss_giou_3: 0.3722 loss_ce_4: 0.3064 loss_bbox_4: 0.2109 loss_giou_4: 0.3612 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:35] d2.utils.events INFO: eta: 19:28:43 iter: 199959 total_loss: 5.842 loss_ce: 0.2933 loss_bbox: 0.1985 loss_giou: 0.3408 loss_ce_0: 0.5147 loss_bbox_0: 0.3084 loss_giou_0: 0.511 loss_ce_1: 0.3926 loss_bbox_1: 0.2277 loss_giou_1: 0.3816 loss_ce_2: 0.3265 loss_bbox_2: 0.2025 loss_giou_2: 0.3491 loss_ce_3: 0.2995 loss_bbox_3: 0.1927 loss_giou_3: 0.3434 loss_ce_4: 0.2888 loss_bbox_4: 0.1988 loss_giou_4: 0.3412 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:41] d2.utils.events INFO: eta: 19:29:02 iter: 199979 total_loss: 5.688 loss_ce: 0.2933 loss_bbox: 0.1784 loss_giou: 0.3326 loss_ce_0: 0.491 loss_bbox_0: 0.3116 loss_giou_0: 0.5339 loss_ce_1: 0.4021 loss_bbox_1: 0.2085 loss_giou_1: 0.3861 loss_ce_2: 0.3369 loss_bbox_2: 0.1942 loss_giou_2: 0.3614 loss_ce_3: 0.3075 loss_bbox_3: 0.1843 loss_giou_3: 0.3496 loss_ce_4: 0.2928 loss_bbox_4: 0.183 loss_giou_4: 0.3375 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:47] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0199999.pth [11/03 05:31:49] d2.utils.events INFO: eta: 19:29:04 iter: 199999 total_loss: 5.386 loss_ce: 0.2807 loss_bbox: 0.1892 loss_giou: 0.3034 loss_ce_0: 0.4943 loss_bbox_0: 0.3091 loss_giou_0: 0.4873 loss_ce_1: 0.3897 loss_bbox_1: 0.2195 loss_giou_1: 0.3568 loss_ce_2: 0.3197 loss_bbox_2: 0.2006 loss_giou_2: 0.3191 loss_ce_3: 0.2901 loss_bbox_3: 0.1922 loss_giou_3: 0.3167 loss_ce_4: 0.2826 loss_bbox_4: 0.1893 loss_giou_4: 0.3074 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 05:31:54] d2.utils.events INFO: eta: 19:28:34 iter: 200019 total_loss: 5.868 loss_ce: 0.2934 loss_bbox: 0.187 loss_giou: 0.3251 loss_ce_0: 0.5098 loss_bbox_0: 0.326 loss_giou_0: 0.5211 loss_ce_1: 0.4125 loss_bbox_1: 0.2251 loss_giou_1: 0.3666 loss_ce_2: 0.345 loss_bbox_2: 0.1995 loss_giou_2: 0.3497 loss_ce_3: 0.306 loss_bbox_3: 0.1975 loss_giou_3: 0.3388 loss_ce_4: 0.296 loss_bbox_4: 0.1928 loss_giou_4: 0.3314 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:00] d2.utils.events INFO: eta: 19:28:29 iter: 200039 total_loss: 5.791 loss_ce: 0.2731 loss_bbox: 0.1786 loss_giou: 0.3493 loss_ce_0: 0.4978 loss_bbox_0: 0.3123 loss_giou_0: 0.5329 loss_ce_1: 0.3992 loss_bbox_1: 0.2151 loss_giou_1: 0.3909 loss_ce_2: 0.3331 loss_bbox_2: 0.1939 loss_giou_2: 0.3672 loss_ce_3: 0.2963 loss_bbox_3: 0.1868 loss_giou_3: 0.3557 loss_ce_4: 0.2744 loss_bbox_4: 0.1831 loss_giou_4: 0.3526 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:06] d2.utils.events INFO: eta: 19:28:09 iter: 200059 total_loss: 5.817 loss_ce: 0.2806 loss_bbox: 0.1885 loss_giou: 0.3431 loss_ce_0: 0.493 loss_bbox_0: 0.313 loss_giou_0: 0.5205 loss_ce_1: 0.3847 loss_bbox_1: 0.224 loss_giou_1: 0.3966 loss_ce_2: 0.3268 loss_bbox_2: 0.202 loss_giou_2: 0.3644 loss_ce_3: 0.293 loss_bbox_3: 0.1963 loss_giou_3: 0.3482 loss_ce_4: 0.2888 loss_bbox_4: 0.189 loss_giou_4: 0.3449 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:11] d2.utils.events INFO: eta: 19:27:36 iter: 200079 total_loss: 5.686 loss_ce: 0.2821 loss_bbox: 0.1792 loss_giou: 0.3392 loss_ce_0: 0.4949 loss_bbox_0: 0.3048 loss_giou_0: 0.5043 loss_ce_1: 0.3812 loss_bbox_1: 0.2112 loss_giou_1: 0.391 loss_ce_2: 0.337 loss_bbox_2: 0.1937 loss_giou_2: 0.3602 loss_ce_3: 0.3023 loss_bbox_3: 0.1851 loss_giou_3: 0.3473 loss_ce_4: 0.284 loss_bbox_4: 0.1819 loss_giou_4: 0.3344 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:17] d2.utils.events INFO: eta: 19:27:26 iter: 200099 total_loss: 5.702 loss_ce: 0.3075 loss_bbox: 0.1733 loss_giou: 0.3418 loss_ce_0: 0.5079 loss_bbox_0: 0.2936 loss_giou_0: 0.5269 loss_ce_1: 0.3918 loss_bbox_1: 0.2101 loss_giou_1: 0.3951 loss_ce_2: 0.3421 loss_bbox_2: 0.1865 loss_giou_2: 0.3648 loss_ce_3: 0.3237 loss_bbox_3: 0.1789 loss_giou_3: 0.3544 loss_ce_4: 0.3188 loss_bbox_4: 0.1752 loss_giou_4: 0.3462 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:23] d2.utils.events INFO: eta: 19:27:22 iter: 200119 total_loss: 5.312 loss_ce: 0.2583 loss_bbox: 0.1767 loss_giou: 0.3164 loss_ce_0: 0.4705 loss_bbox_0: 0.3158 loss_giou_0: 0.4984 loss_ce_1: 0.3807 loss_bbox_1: 0.2205 loss_giou_1: 0.3689 loss_ce_2: 0.3194 loss_bbox_2: 0.1951 loss_giou_2: 0.3342 loss_ce_3: 0.2779 loss_bbox_3: 0.185 loss_giou_3: 0.3242 loss_ce_4: 0.2616 loss_bbox_4: 0.1839 loss_giou_4: 0.32 time: 0.2801 data_time: 0.0360 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:28] d2.utils.events INFO: eta: 19:27:07 iter: 200139 total_loss: 5.57 loss_ce: 0.2861 loss_bbox: 0.1934 loss_giou: 0.3248 loss_ce_0: 0.5036 loss_bbox_0: 0.3137 loss_giou_0: 0.5082 loss_ce_1: 0.396 loss_bbox_1: 0.2286 loss_giou_1: 0.3735 loss_ce_2: 0.3281 loss_bbox_2: 0.21 loss_giou_2: 0.3389 loss_ce_3: 0.2924 loss_bbox_3: 0.2001 loss_giou_3: 0.3258 loss_ce_4: 0.2823 loss_bbox_4: 0.1945 loss_giou_4: 0.3289 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:34] d2.utils.events INFO: eta: 19:27:13 iter: 200159 total_loss: 5.706 loss_ce: 0.2859 loss_bbox: 0.187 loss_giou: 0.3191 loss_ce_0: 0.4936 loss_bbox_0: 0.3219 loss_giou_0: 0.5149 loss_ce_1: 0.3853 loss_bbox_1: 0.2227 loss_giou_1: 0.3678 loss_ce_2: 0.3382 loss_bbox_2: 0.2025 loss_giou_2: 0.3373 loss_ce_3: 0.2921 loss_bbox_3: 0.1965 loss_giou_3: 0.3283 loss_ce_4: 0.2934 loss_bbox_4: 0.1913 loss_giou_4: 0.3284 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:40] d2.utils.events INFO: eta: 19:27:18 iter: 200179 total_loss: 5.914 loss_ce: 0.2903 loss_bbox: 0.1852 loss_giou: 0.3713 loss_ce_0: 0.5084 loss_bbox_0: 0.3176 loss_giou_0: 0.5481 loss_ce_1: 0.4028 loss_bbox_1: 0.2207 loss_giou_1: 0.4063 loss_ce_2: 0.3349 loss_bbox_2: 0.201 loss_giou_2: 0.3891 loss_ce_3: 0.3079 loss_bbox_3: 0.1923 loss_giou_3: 0.3749 loss_ce_4: 0.2948 loss_bbox_4: 0.1896 loss_giou_4: 0.3761 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:45] d2.utils.events INFO: eta: 19:27:25 iter: 200199 total_loss: 5.624 loss_ce: 0.3014 loss_bbox: 0.1796 loss_giou: 0.3438 loss_ce_0: 0.5074 loss_bbox_0: 0.3094 loss_giou_0: 0.5301 loss_ce_1: 0.4068 loss_bbox_1: 0.2107 loss_giou_1: 0.3948 loss_ce_2: 0.3464 loss_bbox_2: 0.1843 loss_giou_2: 0.3614 loss_ce_3: 0.313 loss_bbox_3: 0.1781 loss_giou_3: 0.3521 loss_ce_4: 0.2994 loss_bbox_4: 0.1786 loss_giou_4: 0.3424 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:51] d2.utils.events INFO: eta: 19:26:56 iter: 200219 total_loss: 5.679 loss_ce: 0.2917 loss_bbox: 0.1874 loss_giou: 0.3468 loss_ce_0: 0.4889 loss_bbox_0: 0.3123 loss_giou_0: 0.5146 loss_ce_1: 0.4009 loss_bbox_1: 0.2111 loss_giou_1: 0.393 loss_ce_2: 0.3386 loss_bbox_2: 0.1968 loss_giou_2: 0.365 loss_ce_3: 0.3143 loss_bbox_3: 0.1904 loss_giou_3: 0.3556 loss_ce_4: 0.2968 loss_bbox_4: 0.1894 loss_giou_4: 0.3498 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 05:32:57] d2.utils.events INFO: eta: 19:27:08 iter: 200239 total_loss: 5.763 loss_ce: 0.2879 loss_bbox: 0.1814 loss_giou: 0.3446 loss_ce_0: 0.4901 loss_bbox_0: 0.3136 loss_giou_0: 0.5369 loss_ce_1: 0.4056 loss_bbox_1: 0.2125 loss_giou_1: 0.3879 loss_ce_2: 0.3286 loss_bbox_2: 0.1959 loss_giou_2: 0.3589 loss_ce_3: 0.3027 loss_bbox_3: 0.1851 loss_giou_3: 0.3515 loss_ce_4: 0.2945 loss_bbox_4: 0.1873 loss_giou_4: 0.3486 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:02] d2.utils.events INFO: eta: 19:27:13 iter: 200259 total_loss: 5.661 loss_ce: 0.2883 loss_bbox: 0.1867 loss_giou: 0.3338 loss_ce_0: 0.5006 loss_bbox_0: 0.326 loss_giou_0: 0.5364 loss_ce_1: 0.3951 loss_bbox_1: 0.2172 loss_giou_1: 0.3845 loss_ce_2: 0.3336 loss_bbox_2: 0.2051 loss_giou_2: 0.3577 loss_ce_3: 0.303 loss_bbox_3: 0.1919 loss_giou_3: 0.3461 loss_ce_4: 0.2926 loss_bbox_4: 0.1901 loss_giou_4: 0.3456 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:08] d2.utils.events INFO: eta: 19:26:47 iter: 200279 total_loss: 5.838 loss_ce: 0.2995 loss_bbox: 0.17 loss_giou: 0.3562 loss_ce_0: 0.5015 loss_bbox_0: 0.3041 loss_giou_0: 0.5389 loss_ce_1: 0.4132 loss_bbox_1: 0.2178 loss_giou_1: 0.4061 loss_ce_2: 0.3409 loss_bbox_2: 0.1871 loss_giou_2: 0.379 loss_ce_3: 0.31 loss_bbox_3: 0.181 loss_giou_3: 0.3675 loss_ce_4: 0.3003 loss_bbox_4: 0.1717 loss_giou_4: 0.359 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:14] d2.utils.events INFO: eta: 19:27:13 iter: 200299 total_loss: 5.471 loss_ce: 0.2864 loss_bbox: 0.165 loss_giou: 0.3396 loss_ce_0: 0.4924 loss_bbox_0: 0.2934 loss_giou_0: 0.539 loss_ce_1: 0.3887 loss_bbox_1: 0.1981 loss_giou_1: 0.3879 loss_ce_2: 0.3209 loss_bbox_2: 0.1779 loss_giou_2: 0.354 loss_ce_3: 0.2973 loss_bbox_3: 0.1671 loss_giou_3: 0.3409 loss_ce_4: 0.2836 loss_bbox_4: 0.1669 loss_giou_4: 0.3402 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:19] d2.utils.events INFO: eta: 19:27:08 iter: 200319 total_loss: 5.957 loss_ce: 0.3085 loss_bbox: 0.1841 loss_giou: 0.3474 loss_ce_0: 0.5181 loss_bbox_0: 0.3267 loss_giou_0: 0.5489 loss_ce_1: 0.4104 loss_bbox_1: 0.2218 loss_giou_1: 0.4016 loss_ce_2: 0.3578 loss_bbox_2: 0.1988 loss_giou_2: 0.3719 loss_ce_3: 0.3338 loss_bbox_3: 0.1906 loss_giou_3: 0.3577 loss_ce_4: 0.3138 loss_bbox_4: 0.1871 loss_giou_4: 0.3542 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:25] d2.utils.events INFO: eta: 19:27:02 iter: 200339 total_loss: 5.724 loss_ce: 0.2792 loss_bbox: 0.1665 loss_giou: 0.3505 loss_ce_0: 0.4898 loss_bbox_0: 0.3004 loss_giou_0: 0.5496 loss_ce_1: 0.3851 loss_bbox_1: 0.2027 loss_giou_1: 0.4042 loss_ce_2: 0.3191 loss_bbox_2: 0.183 loss_giou_2: 0.3699 loss_ce_3: 0.2942 loss_bbox_3: 0.1765 loss_giou_3: 0.3613 loss_ce_4: 0.2793 loss_bbox_4: 0.1675 loss_giou_4: 0.3543 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:31] d2.utils.events INFO: eta: 19:27:14 iter: 200359 total_loss: 5.609 loss_ce: 0.2879 loss_bbox: 0.1807 loss_giou: 0.3291 loss_ce_0: 0.4825 loss_bbox_0: 0.3142 loss_giou_0: 0.4944 loss_ce_1: 0.3824 loss_bbox_1: 0.2146 loss_giou_1: 0.3631 loss_ce_2: 0.3315 loss_bbox_2: 0.1863 loss_giou_2: 0.3434 loss_ce_3: 0.2967 loss_bbox_3: 0.1829 loss_giou_3: 0.3298 loss_ce_4: 0.2917 loss_bbox_4: 0.1833 loss_giou_4: 0.3278 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:36] d2.utils.events INFO: eta: 19:26:45 iter: 200379 total_loss: 5.645 loss_ce: 0.2816 loss_bbox: 0.1804 loss_giou: 0.3361 loss_ce_0: 0.4836 loss_bbox_0: 0.3012 loss_giou_0: 0.519 loss_ce_1: 0.3912 loss_bbox_1: 0.2142 loss_giou_1: 0.3911 loss_ce_2: 0.3311 loss_bbox_2: 0.1933 loss_giou_2: 0.3575 loss_ce_3: 0.2996 loss_bbox_3: 0.1878 loss_giou_3: 0.3431 loss_ce_4: 0.2841 loss_bbox_4: 0.1795 loss_giou_4: 0.3391 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:42] d2.utils.events INFO: eta: 19:27:02 iter: 200399 total_loss: 5.548 loss_ce: 0.2888 loss_bbox: 0.181 loss_giou: 0.3231 loss_ce_0: 0.4893 loss_bbox_0: 0.3234 loss_giou_0: 0.5187 loss_ce_1: 0.3845 loss_bbox_1: 0.2151 loss_giou_1: 0.3793 loss_ce_2: 0.3382 loss_bbox_2: 0.1971 loss_giou_2: 0.3404 loss_ce_3: 0.3078 loss_bbox_3: 0.1847 loss_giou_3: 0.3357 loss_ce_4: 0.2931 loss_bbox_4: 0.1822 loss_giou_4: 0.3333 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:48] d2.utils.events INFO: eta: 19:26:56 iter: 200419 total_loss: 5.809 loss_ce: 0.2904 loss_bbox: 0.1795 loss_giou: 0.3366 loss_ce_0: 0.4972 loss_bbox_0: 0.329 loss_giou_0: 0.5292 loss_ce_1: 0.3875 loss_bbox_1: 0.2229 loss_giou_1: 0.3807 loss_ce_2: 0.3244 loss_bbox_2: 0.1931 loss_giou_2: 0.3589 loss_ce_3: 0.2981 loss_bbox_3: 0.1858 loss_giou_3: 0.3438 loss_ce_4: 0.2969 loss_bbox_4: 0.1837 loss_giou_4: 0.3395 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:53] d2.utils.events INFO: eta: 19:26:34 iter: 200439 total_loss: 5.413 loss_ce: 0.2689 loss_bbox: 0.1694 loss_giou: 0.3085 loss_ce_0: 0.4888 loss_bbox_0: 0.2988 loss_giou_0: 0.4773 loss_ce_1: 0.386 loss_bbox_1: 0.195 loss_giou_1: 0.348 loss_ce_2: 0.3145 loss_bbox_2: 0.1826 loss_giou_2: 0.3255 loss_ce_3: 0.2767 loss_bbox_3: 0.1718 loss_giou_3: 0.3146 loss_ce_4: 0.2684 loss_bbox_4: 0.1683 loss_giou_4: 0.3136 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 05:33:59] d2.utils.events INFO: eta: 19:26:21 iter: 200459 total_loss: 5.386 loss_ce: 0.2677 loss_bbox: 0.1726 loss_giou: 0.3156 loss_ce_0: 0.4669 loss_bbox_0: 0.2968 loss_giou_0: 0.4735 loss_ce_1: 0.3847 loss_bbox_1: 0.2024 loss_giou_1: 0.3539 loss_ce_2: 0.3077 loss_bbox_2: 0.1883 loss_giou_2: 0.3307 loss_ce_3: 0.273 loss_bbox_3: 0.1784 loss_giou_3: 0.3204 loss_ce_4: 0.2675 loss_bbox_4: 0.1743 loss_giou_4: 0.3162 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:05] d2.utils.events INFO: eta: 19:26:40 iter: 200479 total_loss: 5.698 loss_ce: 0.2936 loss_bbox: 0.1794 loss_giou: 0.3505 loss_ce_0: 0.5097 loss_bbox_0: 0.31 loss_giou_0: 0.5223 loss_ce_1: 0.3966 loss_bbox_1: 0.2064 loss_giou_1: 0.3884 loss_ce_2: 0.3459 loss_bbox_2: 0.1911 loss_giou_2: 0.3606 loss_ce_3: 0.3105 loss_bbox_3: 0.1869 loss_giou_3: 0.3537 loss_ce_4: 0.2971 loss_bbox_4: 0.1836 loss_giou_4: 0.349 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:10] d2.utils.events INFO: eta: 19:26:34 iter: 200499 total_loss: 5.728 loss_ce: 0.3118 loss_bbox: 0.1771 loss_giou: 0.3272 loss_ce_0: 0.5078 loss_bbox_0: 0.3033 loss_giou_0: 0.5354 loss_ce_1: 0.3941 loss_bbox_1: 0.208 loss_giou_1: 0.3839 loss_ce_2: 0.3558 loss_bbox_2: 0.1889 loss_giou_2: 0.3522 loss_ce_3: 0.3259 loss_bbox_3: 0.1813 loss_giou_3: 0.3421 loss_ce_4: 0.3164 loss_bbox_4: 0.1773 loss_giou_4: 0.334 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:16] d2.utils.events INFO: eta: 19:26:26 iter: 200519 total_loss: 5.579 loss_ce: 0.2735 loss_bbox: 0.1667 loss_giou: 0.3124 loss_ce_0: 0.4818 loss_bbox_0: 0.2915 loss_giou_0: 0.4874 loss_ce_1: 0.3619 loss_bbox_1: 0.2008 loss_giou_1: 0.3599 loss_ce_2: 0.3044 loss_bbox_2: 0.1833 loss_giou_2: 0.3322 loss_ce_3: 0.2774 loss_bbox_3: 0.1759 loss_giou_3: 0.3215 loss_ce_4: 0.2658 loss_bbox_4: 0.167 loss_giou_4: 0.314 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:22] d2.utils.events INFO: eta: 19:26:15 iter: 200539 total_loss: 5.757 loss_ce: 0.293 loss_bbox: 0.1797 loss_giou: 0.3373 loss_ce_0: 0.5005 loss_bbox_0: 0.3139 loss_giou_0: 0.5358 loss_ce_1: 0.3986 loss_bbox_1: 0.2238 loss_giou_1: 0.3917 loss_ce_2: 0.3269 loss_bbox_2: 0.2005 loss_giou_2: 0.3637 loss_ce_3: 0.3001 loss_bbox_3: 0.1864 loss_giou_3: 0.3492 loss_ce_4: 0.2945 loss_bbox_4: 0.1836 loss_giou_4: 0.3422 time: 0.2801 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:27] d2.utils.events INFO: eta: 19:26:17 iter: 200559 total_loss: 5.697 loss_ce: 0.2963 loss_bbox: 0.1833 loss_giou: 0.3522 loss_ce_0: 0.4964 loss_bbox_0: 0.3087 loss_giou_0: 0.5716 loss_ce_1: 0.4033 loss_bbox_1: 0.2093 loss_giou_1: 0.3915 loss_ce_2: 0.3379 loss_bbox_2: 0.1984 loss_giou_2: 0.3708 loss_ce_3: 0.301 loss_bbox_3: 0.1867 loss_giou_3: 0.359 loss_ce_4: 0.2956 loss_bbox_4: 0.1841 loss_giou_4: 0.351 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:33] d2.utils.events INFO: eta: 19:25:51 iter: 200579 total_loss: 5.697 loss_ce: 0.2864 loss_bbox: 0.171 loss_giou: 0.3346 loss_ce_0: 0.499 loss_bbox_0: 0.3045 loss_giou_0: 0.5232 loss_ce_1: 0.3993 loss_bbox_1: 0.2064 loss_giou_1: 0.3808 loss_ce_2: 0.3335 loss_bbox_2: 0.1833 loss_giou_2: 0.349 loss_ce_3: 0.2996 loss_bbox_3: 0.1795 loss_giou_3: 0.3419 loss_ce_4: 0.2856 loss_bbox_4: 0.1743 loss_giou_4: 0.3364 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:39] d2.utils.events INFO: eta: 19:25:26 iter: 200599 total_loss: 5.666 loss_ce: 0.2829 loss_bbox: 0.1885 loss_giou: 0.3306 loss_ce_0: 0.4964 loss_bbox_0: 0.3193 loss_giou_0: 0.5227 loss_ce_1: 0.3872 loss_bbox_1: 0.2222 loss_giou_1: 0.3804 loss_ce_2: 0.3344 loss_bbox_2: 0.2095 loss_giou_2: 0.3499 loss_ce_3: 0.3012 loss_bbox_3: 0.1971 loss_giou_3: 0.34 loss_ce_4: 0.2825 loss_bbox_4: 0.1906 loss_giou_4: 0.33 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:44] d2.utils.events INFO: eta: 19:25:11 iter: 200619 total_loss: 5.992 loss_ce: 0.3237 loss_bbox: 0.1921 loss_giou: 0.3428 loss_ce_0: 0.5156 loss_bbox_0: 0.3327 loss_giou_0: 0.5314 loss_ce_1: 0.4168 loss_bbox_1: 0.2311 loss_giou_1: 0.3874 loss_ce_2: 0.3648 loss_bbox_2: 0.2033 loss_giou_2: 0.3556 loss_ce_3: 0.3324 loss_bbox_3: 0.1966 loss_giou_3: 0.3495 loss_ce_4: 0.3258 loss_bbox_4: 0.1922 loss_giou_4: 0.3446 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:50] d2.utils.events INFO: eta: 19:24:56 iter: 200639 total_loss: 5.734 loss_ce: 0.2849 loss_bbox: 0.1741 loss_giou: 0.3368 loss_ce_0: 0.4976 loss_bbox_0: 0.2981 loss_giou_0: 0.5102 loss_ce_1: 0.3971 loss_bbox_1: 0.2122 loss_giou_1: 0.3826 loss_ce_2: 0.3297 loss_bbox_2: 0.1897 loss_giou_2: 0.3429 loss_ce_3: 0.2903 loss_bbox_3: 0.1833 loss_giou_3: 0.3344 loss_ce_4: 0.2947 loss_bbox_4: 0.1781 loss_giou_4: 0.3328 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 05:34:56] d2.utils.events INFO: eta: 19:24:53 iter: 200659 total_loss: 5.58 loss_ce: 0.2673 loss_bbox: 0.1832 loss_giou: 0.335 loss_ce_0: 0.477 loss_bbox_0: 0.3149 loss_giou_0: 0.5145 loss_ce_1: 0.3687 loss_bbox_1: 0.2129 loss_giou_1: 0.3864 loss_ce_2: 0.307 loss_bbox_2: 0.1949 loss_giou_2: 0.3642 loss_ce_3: 0.2845 loss_bbox_3: 0.1882 loss_giou_3: 0.3474 loss_ce_4: 0.2689 loss_bbox_4: 0.1838 loss_giou_4: 0.3412 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:01] d2.utils.events INFO: eta: 19:24:42 iter: 200679 total_loss: 5.65 loss_ce: 0.2845 loss_bbox: 0.1899 loss_giou: 0.3213 loss_ce_0: 0.4968 loss_bbox_0: 0.3119 loss_giou_0: 0.508 loss_ce_1: 0.4035 loss_bbox_1: 0.2201 loss_giou_1: 0.3645 loss_ce_2: 0.3441 loss_bbox_2: 0.196 loss_giou_2: 0.3375 loss_ce_3: 0.3052 loss_bbox_3: 0.1908 loss_giou_3: 0.3275 loss_ce_4: 0.2896 loss_bbox_4: 0.1902 loss_giou_4: 0.3258 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:07] d2.utils.events INFO: eta: 19:24:37 iter: 200699 total_loss: 5.59 loss_ce: 0.2822 loss_bbox: 0.1676 loss_giou: 0.329 loss_ce_0: 0.4991 loss_bbox_0: 0.2929 loss_giou_0: 0.4978 loss_ce_1: 0.3898 loss_bbox_1: 0.2005 loss_giou_1: 0.3628 loss_ce_2: 0.3217 loss_bbox_2: 0.1836 loss_giou_2: 0.3372 loss_ce_3: 0.293 loss_bbox_3: 0.1736 loss_giou_3: 0.3327 loss_ce_4: 0.2759 loss_bbox_4: 0.1704 loss_giou_4: 0.3327 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:12] d2.utils.events INFO: eta: 19:24:19 iter: 200719 total_loss: 5.984 loss_ce: 0.2921 loss_bbox: 0.1976 loss_giou: 0.3669 loss_ce_0: 0.5223 loss_bbox_0: 0.3269 loss_giou_0: 0.5395 loss_ce_1: 0.4048 loss_bbox_1: 0.2369 loss_giou_1: 0.4065 loss_ce_2: 0.339 loss_bbox_2: 0.2135 loss_giou_2: 0.3778 loss_ce_3: 0.3185 loss_bbox_3: 0.2007 loss_giou_3: 0.3688 loss_ce_4: 0.2916 loss_bbox_4: 0.1984 loss_giou_4: 0.3736 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:18] d2.utils.events INFO: eta: 19:24:25 iter: 200739 total_loss: 5.644 loss_ce: 0.2844 loss_bbox: 0.1784 loss_giou: 0.3344 loss_ce_0: 0.4903 loss_bbox_0: 0.296 loss_giou_0: 0.5357 loss_ce_1: 0.389 loss_bbox_1: 0.208 loss_giou_1: 0.3906 loss_ce_2: 0.3341 loss_bbox_2: 0.1851 loss_giou_2: 0.3529 loss_ce_3: 0.2951 loss_bbox_3: 0.1766 loss_giou_3: 0.3417 loss_ce_4: 0.289 loss_bbox_4: 0.18 loss_giou_4: 0.3359 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:24] d2.utils.events INFO: eta: 19:24:41 iter: 200759 total_loss: 5.775 loss_ce: 0.2944 loss_bbox: 0.1956 loss_giou: 0.3341 loss_ce_0: 0.5176 loss_bbox_0: 0.3188 loss_giou_0: 0.5012 loss_ce_1: 0.4015 loss_bbox_1: 0.2232 loss_giou_1: 0.3758 loss_ce_2: 0.3331 loss_bbox_2: 0.2106 loss_giou_2: 0.3476 loss_ce_3: 0.3066 loss_bbox_3: 0.2017 loss_giou_3: 0.342 loss_ce_4: 0.3004 loss_bbox_4: 0.1977 loss_giou_4: 0.3316 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:29] d2.utils.events INFO: eta: 19:24:15 iter: 200779 total_loss: 5.636 loss_ce: 0.2791 loss_bbox: 0.1835 loss_giou: 0.3399 loss_ce_0: 0.5059 loss_bbox_0: 0.3131 loss_giou_0: 0.5027 loss_ce_1: 0.3823 loss_bbox_1: 0.2205 loss_giou_1: 0.3718 loss_ce_2: 0.3194 loss_bbox_2: 0.1975 loss_giou_2: 0.3545 loss_ce_3: 0.2896 loss_bbox_3: 0.1916 loss_giou_3: 0.3409 loss_ce_4: 0.2821 loss_bbox_4: 0.1886 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:35] d2.utils.events INFO: eta: 19:24:09 iter: 200799 total_loss: 5.648 loss_ce: 0.2834 loss_bbox: 0.1949 loss_giou: 0.33 loss_ce_0: 0.5132 loss_bbox_0: 0.3154 loss_giou_0: 0.5206 loss_ce_1: 0.3865 loss_bbox_1: 0.2222 loss_giou_1: 0.3748 loss_ce_2: 0.3324 loss_bbox_2: 0.2005 loss_giou_2: 0.3463 loss_ce_3: 0.3006 loss_bbox_3: 0.2024 loss_giou_3: 0.3407 loss_ce_4: 0.2841 loss_bbox_4: 0.1982 loss_giou_4: 0.3365 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:41] d2.utils.events INFO: eta: 19:23:57 iter: 200819 total_loss: 5.412 loss_ce: 0.2757 loss_bbox: 0.1731 loss_giou: 0.3261 loss_ce_0: 0.483 loss_bbox_0: 0.2926 loss_giou_0: 0.4999 loss_ce_1: 0.3761 loss_bbox_1: 0.2053 loss_giou_1: 0.3854 loss_ce_2: 0.3134 loss_bbox_2: 0.1878 loss_giou_2: 0.3451 loss_ce_3: 0.2839 loss_bbox_3: 0.183 loss_giou_3: 0.3353 loss_ce_4: 0.2754 loss_bbox_4: 0.178 loss_giou_4: 0.3304 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:46] d2.utils.events INFO: eta: 19:23:41 iter: 200839 total_loss: 5.815 loss_ce: 0.2906 loss_bbox: 0.1759 loss_giou: 0.3528 loss_ce_0: 0.5143 loss_bbox_0: 0.2997 loss_giou_0: 0.5402 loss_ce_1: 0.4152 loss_bbox_1: 0.2157 loss_giou_1: 0.4054 loss_ce_2: 0.3376 loss_bbox_2: 0.185 loss_giou_2: 0.3685 loss_ce_3: 0.3069 loss_bbox_3: 0.1803 loss_giou_3: 0.3557 loss_ce_4: 0.2883 loss_bbox_4: 0.1789 loss_giou_4: 0.3571 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:52] d2.utils.events INFO: eta: 19:23:06 iter: 200859 total_loss: 5.565 loss_ce: 0.2792 loss_bbox: 0.1799 loss_giou: 0.3283 loss_ce_0: 0.4851 loss_bbox_0: 0.3178 loss_giou_0: 0.5351 loss_ce_1: 0.3932 loss_bbox_1: 0.2083 loss_giou_1: 0.3841 loss_ce_2: 0.3258 loss_bbox_2: 0.1911 loss_giou_2: 0.3546 loss_ce_3: 0.2899 loss_bbox_3: 0.1827 loss_giou_3: 0.3422 loss_ce_4: 0.2828 loss_bbox_4: 0.1785 loss_giou_4: 0.3322 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 05:35:58] d2.utils.events INFO: eta: 19:22:59 iter: 200879 total_loss: 5.351 loss_ce: 0.2647 loss_bbox: 0.1673 loss_giou: 0.323 loss_ce_0: 0.4823 loss_bbox_0: 0.3068 loss_giou_0: 0.5096 loss_ce_1: 0.38 loss_bbox_1: 0.2036 loss_giou_1: 0.3766 loss_ce_2: 0.3202 loss_bbox_2: 0.1769 loss_giou_2: 0.3474 loss_ce_3: 0.2713 loss_bbox_3: 0.1728 loss_giou_3: 0.3336 loss_ce_4: 0.2729 loss_bbox_4: 0.1709 loss_giou_4: 0.3279 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 05:36:03] d2.utils.events INFO: eta: 19:22:53 iter: 200899 total_loss: 5.763 loss_ce: 0.2775 loss_bbox: 0.1954 loss_giou: 0.3333 loss_ce_0: 0.4998 loss_bbox_0: 0.3125 loss_giou_0: 0.5051 loss_ce_1: 0.3828 loss_bbox_1: 0.2219 loss_giou_1: 0.3833 loss_ce_2: 0.307 loss_bbox_2: 0.2064 loss_giou_2: 0.3517 loss_ce_3: 0.2828 loss_bbox_3: 0.2014 loss_giou_3: 0.3399 loss_ce_4: 0.2724 loss_bbox_4: 0.1946 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:36:09] d2.utils.events INFO: eta: 19:23:18 iter: 200919 total_loss: 5.598 loss_ce: 0.2842 loss_bbox: 0.1767 loss_giou: 0.3418 loss_ce_0: 0.5037 loss_bbox_0: 0.3084 loss_giou_0: 0.5345 loss_ce_1: 0.3998 loss_bbox_1: 0.2171 loss_giou_1: 0.3915 loss_ce_2: 0.32 loss_bbox_2: 0.2011 loss_giou_2: 0.3592 loss_ce_3: 0.294 loss_bbox_3: 0.19 loss_giou_3: 0.3508 loss_ce_4: 0.2785 loss_bbox_4: 0.1795 loss_giou_4: 0.3457 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 05:36:15] d2.utils.events INFO: eta: 19:23:17 iter: 200939 total_loss: 5.879 loss_ce: 0.2966 loss_bbox: 0.1963 loss_giou: 0.352 loss_ce_0: 0.5195 loss_bbox_0: 0.3228 loss_giou_0: 0.5501 loss_ce_1: 0.3862 loss_bbox_1: 0.2306 loss_giou_1: 0.4115 loss_ce_2: 0.334 loss_bbox_2: 0.2083 loss_giou_2: 0.3723 loss_ce_3: 0.3134 loss_bbox_3: 0.2008 loss_giou_3: 0.3654 loss_ce_4: 0.295 loss_bbox_4: 0.1958 loss_giou_4: 0.3555 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:36:20] d2.utils.events INFO: eta: 19:23:12 iter: 200959 total_loss: 5.543 loss_ce: 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loss_bbox_0: 0.2958 loss_giou_0: 0.4759 loss_ce_1: 0.3957 loss_bbox_1: 0.2058 loss_giou_1: 0.3502 loss_ce_2: 0.3287 loss_bbox_2: 0.186 loss_giou_2: 0.3198 loss_ce_3: 0.2946 loss_bbox_3: 0.179 loss_giou_3: 0.314 loss_ce_4: 0.2802 loss_bbox_4: 0.1736 loss_giou_4: 0.3064 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 05:36:49] d2.utils.events INFO: eta: 19:22:08 iter: 201059 total_loss: 5.7 loss_ce: 0.2986 loss_bbox: 0.1873 loss_giou: 0.3316 loss_ce_0: 0.4972 loss_bbox_0: 0.3095 loss_giou_0: 0.503 loss_ce_1: 0.3864 loss_bbox_1: 0.2242 loss_giou_1: 0.3812 loss_ce_2: 0.3253 loss_bbox_2: 0.2002 loss_giou_2: 0.3506 loss_ce_3: 0.3126 loss_bbox_3: 0.1947 loss_giou_3: 0.3398 loss_ce_4: 0.2942 loss_bbox_4: 0.1938 loss_giou_4: 0.3368 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 05:36:54] d2.utils.events INFO: eta: 19:22:38 iter: 201079 total_loss: 6.011 loss_ce: 0.3044 loss_bbox: 0.196 loss_giou: 0.3507 loss_ce_0: 0.5018 loss_bbox_0: 0.3293 loss_giou_0: 0.5176 loss_ce_1: 0.4119 loss_bbox_1: 0.2359 loss_giou_1: 0.3947 loss_ce_2: 0.3532 loss_bbox_2: 0.213 loss_giou_2: 0.3654 loss_ce_3: 0.3191 loss_bbox_3: 0.2058 loss_giou_3: 0.3523 loss_ce_4: 0.3111 loss_bbox_4: 0.1973 loss_giou_4: 0.3544 time: 0.2801 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:00] d2.utils.events INFO: eta: 19:22:28 iter: 201099 total_loss: 5.566 loss_ce: 0.268 loss_bbox: 0.1956 loss_giou: 0.3184 loss_ce_0: 0.48 loss_bbox_0: 0.3124 loss_giou_0: 0.5085 loss_ce_1: 0.3801 loss_bbox_1: 0.23 loss_giou_1: 0.3745 loss_ce_2: 0.3165 loss_bbox_2: 0.2048 loss_giou_2: 0.3424 loss_ce_3: 0.2905 loss_bbox_3: 0.1952 loss_giou_3: 0.3367 loss_ce_4: 0.2783 loss_bbox_4: 0.1976 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:06] d2.utils.events INFO: eta: 19:22:19 iter: 201119 total_loss: 5.907 loss_ce: 0.3082 loss_bbox: 0.1781 loss_giou: 0.3467 loss_ce_0: 0.5055 loss_bbox_0: 0.3253 loss_giou_0: 0.546 loss_ce_1: 0.4079 loss_bbox_1: 0.2163 loss_giou_1: 0.4066 loss_ce_2: 0.3488 loss_bbox_2: 0.189 loss_giou_2: 0.3677 loss_ce_3: 0.3149 loss_bbox_3: 0.1832 loss_giou_3: 0.3527 loss_ce_4: 0.3036 loss_bbox_4: 0.1796 loss_giou_4: 0.3484 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:11] d2.utils.events INFO: eta: 19:21:58 iter: 201139 total_loss: 5.81 loss_ce: 0.2973 loss_bbox: 0.1888 loss_giou: 0.3443 loss_ce_0: 0.5212 loss_bbox_0: 0.3147 loss_giou_0: 0.5163 loss_ce_1: 0.4114 loss_bbox_1: 0.2204 loss_giou_1: 0.3902 loss_ce_2: 0.3479 loss_bbox_2: 0.2045 loss_giou_2: 0.3598 loss_ce_3: 0.3199 loss_bbox_3: 0.1955 loss_giou_3: 0.3594 loss_ce_4: 0.3039 loss_bbox_4: 0.1895 loss_giou_4: 0.3491 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:17] d2.utils.events INFO: eta: 19:22:07 iter: 201159 total_loss: 6 loss_ce: 0.3217 loss_bbox: 0.1901 loss_giou: 0.3503 loss_ce_0: 0.5176 loss_bbox_0: 0.318 loss_giou_0: 0.5236 loss_ce_1: 0.4184 loss_bbox_1: 0.2262 loss_giou_1: 0.4011 loss_ce_2: 0.3588 loss_bbox_2: 0.2043 loss_giou_2: 0.371 loss_ce_3: 0.3307 loss_bbox_3: 0.1977 loss_giou_3: 0.3594 loss_ce_4: 0.3244 loss_bbox_4: 0.1919 loss_giou_4: 0.3522 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:23] d2.utils.events INFO: eta: 19:21:50 iter: 201179 total_loss: 5.759 loss_ce: 0.2719 loss_bbox: 0.1811 loss_giou: 0.3389 loss_ce_0: 0.4772 loss_bbox_0: 0.3088 loss_giou_0: 0.5298 loss_ce_1: 0.3864 loss_bbox_1: 0.2139 loss_giou_1: 0.405 loss_ce_2: 0.3168 loss_bbox_2: 0.1923 loss_giou_2: 0.3641 loss_ce_3: 0.2842 loss_bbox_3: 0.1878 loss_giou_3: 0.3484 loss_ce_4: 0.2737 loss_bbox_4: 0.1803 loss_giou_4: 0.3421 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:28] d2.utils.events INFO: eta: 19:21:29 iter: 201199 total_loss: 5.83 loss_ce: 0.2906 loss_bbox: 0.1895 loss_giou: 0.354 loss_ce_0: 0.5085 loss_bbox_0: 0.3152 loss_giou_0: 0.5516 loss_ce_1: 0.4062 loss_bbox_1: 0.2195 loss_giou_1: 0.4129 loss_ce_2: 0.3406 loss_bbox_2: 0.203 loss_giou_2: 0.3748 loss_ce_3: 0.307 loss_bbox_3: 0.1939 loss_giou_3: 0.3653 loss_ce_4: 0.2921 loss_bbox_4: 0.1879 loss_giou_4: 0.3616 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:34] d2.utils.events INFO: eta: 19:21:23 iter: 201219 total_loss: 5.645 loss_ce: 0.2726 loss_bbox: 0.1785 loss_giou: 0.3465 loss_ce_0: 0.4919 loss_bbox_0: 0.3141 loss_giou_0: 0.5313 loss_ce_1: 0.39 loss_bbox_1: 0.2125 loss_giou_1: 0.389 loss_ce_2: 0.3265 loss_bbox_2: 0.1915 loss_giou_2: 0.3609 loss_ce_3: 0.295 loss_bbox_3: 0.1817 loss_giou_3: 0.3531 loss_ce_4: 0.2723 loss_bbox_4: 0.1746 loss_giou_4: 0.3484 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:40] d2.utils.events INFO: eta: 19:21:49 iter: 201239 total_loss: 5.708 loss_ce: 0.2856 loss_bbox: 0.1896 loss_giou: 0.3284 loss_ce_0: 0.4913 loss_bbox_0: 0.3206 loss_giou_0: 0.5107 loss_ce_1: 0.3894 loss_bbox_1: 0.2226 loss_giou_1: 0.3765 loss_ce_2: 0.3214 loss_bbox_2: 0.2016 loss_giou_2: 0.3474 loss_ce_3: 0.3105 loss_bbox_3: 0.1966 loss_giou_3: 0.3348 loss_ce_4: 0.2819 loss_bbox_4: 0.1908 loss_giou_4: 0.3313 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:46] d2.utils.events INFO: eta: 19:21:28 iter: 201259 total_loss: 5.904 loss_ce: 0.3014 loss_bbox: 0.1878 loss_giou: 0.349 loss_ce_0: 0.4791 loss_bbox_0: 0.3265 loss_giou_0: 0.5312 loss_ce_1: 0.3936 loss_bbox_1: 0.2239 loss_giou_1: 0.396 loss_ce_2: 0.338 loss_bbox_2: 0.2046 loss_giou_2: 0.361 loss_ce_3: 0.3152 loss_bbox_3: 0.196 loss_giou_3: 0.3543 loss_ce_4: 0.3011 loss_bbox_4: 0.1879 loss_giou_4: 0.3496 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:51] d2.utils.events INFO: eta: 19:21:42 iter: 201279 total_loss: 5.892 loss_ce: 0.2962 loss_bbox: 0.1952 loss_giou: 0.3461 loss_ce_0: 0.5124 loss_bbox_0: 0.3174 loss_giou_0: 0.5248 loss_ce_1: 0.4164 loss_bbox_1: 0.227 loss_giou_1: 0.3985 loss_ce_2: 0.346 loss_bbox_2: 0.2126 loss_giou_2: 0.36 loss_ce_3: 0.3187 loss_bbox_3: 0.2087 loss_giou_3: 0.3502 loss_ce_4: 0.2952 loss_bbox_4: 0.1982 loss_giou_4: 0.3478 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:37:57] d2.utils.events INFO: eta: 19:21:01 iter: 201299 total_loss: 5.834 loss_ce: 0.2985 loss_bbox: 0.1949 loss_giou: 0.333 loss_ce_0: 0.5037 loss_bbox_0: 0.3277 loss_giou_0: 0.4966 loss_ce_1: 0.4072 loss_bbox_1: 0.2273 loss_giou_1: 0.3673 loss_ce_2: 0.3435 loss_bbox_2: 0.2051 loss_giou_2: 0.3563 loss_ce_3: 0.2982 loss_bbox_3: 0.2064 loss_giou_3: 0.3422 loss_ce_4: 0.2942 loss_bbox_4: 0.1962 loss_giou_4: 0.3371 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 05:38:02] d2.utils.events INFO: eta: 19:20:14 iter: 201319 total_loss: 5.754 loss_ce: 0.3096 loss_bbox: 0.1801 loss_giou: 0.3372 loss_ce_0: 0.5041 loss_bbox_0: 0.2943 loss_giou_0: 0.5328 loss_ce_1: 0.4116 loss_bbox_1: 0.2131 loss_giou_1: 0.3933 loss_ce_2: 0.3475 loss_bbox_2: 0.1963 loss_giou_2: 0.366 loss_ce_3: 0.3149 loss_bbox_3: 0.1905 loss_giou_3: 0.3488 loss_ce_4: 0.3158 loss_bbox_4: 0.1835 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max_mem: 5427M [11/03 05:38:31] d2.utils.events INFO: eta: 19:19:35 iter: 201419 total_loss: 5.671 loss_ce: 0.2733 loss_bbox: 0.1939 loss_giou: 0.3489 loss_ce_0: 0.4897 loss_bbox_0: 0.3251 loss_giou_0: 0.5051 loss_ce_1: 0.3801 loss_bbox_1: 0.2286 loss_giou_1: 0.3835 loss_ce_2: 0.3231 loss_bbox_2: 0.2131 loss_giou_2: 0.3573 loss_ce_3: 0.2826 loss_bbox_3: 0.2113 loss_giou_3: 0.3495 loss_ce_4: 0.2779 loss_bbox_4: 0.2002 loss_giou_4: 0.3505 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 05:38:36] d2.utils.events INFO: eta: 19:20:07 iter: 201439 total_loss: 5.782 loss_ce: 0.2915 loss_bbox: 0.1767 loss_giou: 0.3467 loss_ce_0: 0.4944 loss_bbox_0: 0.3163 loss_giou_0: 0.5473 loss_ce_1: 0.3878 loss_bbox_1: 0.223 loss_giou_1: 0.4087 loss_ce_2: 0.3355 loss_bbox_2: 0.1919 loss_giou_2: 0.3598 loss_ce_3: 0.2983 loss_bbox_3: 0.1864 loss_giou_3: 0.3514 loss_ce_4: 0.2938 loss_bbox_4: 0.178 loss_giou_4: 0.3455 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 05:38:42] d2.utils.events INFO: eta: 19:20:14 iter: 201459 total_loss: 5.539 loss_ce: 0.2837 loss_bbox: 0.1788 loss_giou: 0.3378 loss_ce_0: 0.4946 loss_bbox_0: 0.298 loss_giou_0: 0.5163 loss_ce_1: 0.3855 loss_bbox_1: 0.2095 loss_giou_1: 0.3811 loss_ce_2: 0.3275 loss_bbox_2: 0.1901 loss_giou_2: 0.3555 loss_ce_3: 0.2924 loss_bbox_3: 0.1824 loss_giou_3: 0.343 loss_ce_4: 0.2822 loss_bbox_4: 0.1796 loss_giou_4: 0.3389 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:38:48] d2.utils.events INFO: eta: 19:19:18 iter: 201479 total_loss: 5.59 loss_ce: 0.3065 loss_bbox: 0.1784 loss_giou: 0.3195 loss_ce_0: 0.5051 loss_bbox_0: 0.3033 loss_giou_0: 0.504 loss_ce_1: 0.401 loss_bbox_1: 0.2123 loss_giou_1: 0.363 loss_ce_2: 0.3349 loss_bbox_2: 0.1959 loss_giou_2: 0.3423 loss_ce_3: 0.3078 loss_bbox_3: 0.1877 loss_giou_3: 0.3305 loss_ce_4: 0.2986 loss_bbox_4: 0.1814 loss_giou_4: 0.3226 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 05:38:53] d2.utils.events INFO: eta: 19:19:03 iter: 201499 total_loss: 5.779 loss_ce: 0.295 loss_bbox: 0.1808 loss_giou: 0.3306 loss_ce_0: 0.4982 loss_bbox_0: 0.3147 loss_giou_0: 0.5306 loss_ce_1: 0.3904 loss_bbox_1: 0.2172 loss_giou_1: 0.3955 loss_ce_2: 0.3298 loss_bbox_2: 0.2004 loss_giou_2: 0.3508 loss_ce_3: 0.3052 loss_bbox_3: 0.1909 loss_giou_3: 0.3411 loss_ce_4: 0.2972 loss_bbox_4: 0.1829 loss_giou_4: 0.3355 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:38:59] d2.utils.events INFO: eta: 19:19:40 iter: 201519 total_loss: 5.808 loss_ce: 0.3024 loss_bbox: 0.1761 loss_giou: 0.335 loss_ce_0: 0.4973 loss_bbox_0: 0.3069 loss_giou_0: 0.5156 loss_ce_1: 0.4021 loss_bbox_1: 0.2196 loss_giou_1: 0.3835 loss_ce_2: 0.3586 loss_bbox_2: 0.1916 loss_giou_2: 0.3541 loss_ce_3: 0.3145 loss_bbox_3: 0.1798 loss_giou_3: 0.3442 loss_ce_4: 0.3064 loss_bbox_4: 0.1777 loss_giou_4: 0.3373 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:05] d2.utils.events INFO: eta: 19:19:09 iter: 201539 total_loss: 5.492 loss_ce: 0.2818 loss_bbox: 0.1779 loss_giou: 0.319 loss_ce_0: 0.4977 loss_bbox_0: 0.312 loss_giou_0: 0.4829 loss_ce_1: 0.3888 loss_bbox_1: 0.2175 loss_giou_1: 0.3552 loss_ce_2: 0.332 loss_bbox_2: 0.1869 loss_giou_2: 0.3263 loss_ce_3: 0.2924 loss_bbox_3: 0.1811 loss_giou_3: 0.3222 loss_ce_4: 0.2854 loss_bbox_4: 0.1737 loss_giou_4: 0.3165 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:10] d2.utils.events INFO: eta: 19:19:17 iter: 201559 total_loss: 5.551 loss_ce: 0.2876 loss_bbox: 0.1772 loss_giou: 0.3209 loss_ce_0: 0.4886 loss_bbox_0: 0.3033 loss_giou_0: 0.5076 loss_ce_1: 0.3957 loss_bbox_1: 0.2088 loss_giou_1: 0.3753 loss_ce_2: 0.319 loss_bbox_2: 0.1895 loss_giou_2: 0.3423 loss_ce_3: 0.2954 loss_bbox_3: 0.1828 loss_giou_3: 0.3294 loss_ce_4: 0.2871 loss_bbox_4: 0.18 loss_giou_4: 0.3227 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:16] d2.utils.events INFO: eta: 19:18:58 iter: 201579 total_loss: 5.611 loss_ce: 0.2773 loss_bbox: 0.1786 loss_giou: 0.3232 loss_ce_0: 0.4939 loss_bbox_0: 0.2971 loss_giou_0: 0.5062 loss_ce_1: 0.3866 loss_bbox_1: 0.216 loss_giou_1: 0.3716 loss_ce_2: 0.3207 loss_bbox_2: 0.1927 loss_giou_2: 0.3476 loss_ce_3: 0.2924 loss_bbox_3: 0.1793 loss_giou_3: 0.3305 loss_ce_4: 0.2788 loss_bbox_4: 0.1794 loss_giou_4: 0.3237 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:21] d2.utils.events INFO: eta: 19:18:44 iter: 201599 total_loss: 5.571 loss_ce: 0.2902 loss_bbox: 0.1774 loss_giou: 0.3202 loss_ce_0: 0.4907 loss_bbox_0: 0.3105 loss_giou_0: 0.5265 loss_ce_1: 0.3884 loss_bbox_1: 0.214 loss_giou_1: 0.3778 loss_ce_2: 0.3253 loss_bbox_2: 0.1882 loss_giou_2: 0.3486 loss_ce_3: 0.2879 loss_bbox_3: 0.1821 loss_giou_3: 0.3308 loss_ce_4: 0.2901 loss_bbox_4: 0.1789 loss_giou_4: 0.3238 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:27] d2.utils.events INFO: eta: 19:18:18 iter: 201619 total_loss: 5.41 loss_ce: 0.2759 loss_bbox: 0.1772 loss_giou: 0.3345 loss_ce_0: 0.4944 loss_bbox_0: 0.3116 loss_giou_0: 0.524 loss_ce_1: 0.3892 loss_bbox_1: 0.2094 loss_giou_1: 0.3746 loss_ce_2: 0.3263 loss_bbox_2: 0.1852 loss_giou_2: 0.3434 loss_ce_3: 0.2966 loss_bbox_3: 0.1856 loss_giou_3: 0.3337 loss_ce_4: 0.2812 loss_bbox_4: 0.1808 loss_giou_4: 0.3385 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:33] d2.utils.events INFO: eta: 19:18:12 iter: 201639 total_loss: 5.634 loss_ce: 0.2939 loss_bbox: 0.1796 loss_giou: 0.3133 loss_ce_0: 0.5036 loss_bbox_0: 0.3139 loss_giou_0: 0.4891 loss_ce_1: 0.3962 loss_bbox_1: 0.2082 loss_giou_1: 0.3586 loss_ce_2: 0.3274 loss_bbox_2: 0.1918 loss_giou_2: 0.3361 loss_ce_3: 0.3011 loss_bbox_3: 0.186 loss_giou_3: 0.3249 loss_ce_4: 0.2872 loss_bbox_4: 0.1833 loss_giou_4: 0.3146 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:39] d2.utils.events INFO: eta: 19:18:24 iter: 201659 total_loss: 5.576 loss_ce: 0.2696 loss_bbox: 0.1835 loss_giou: 0.3204 loss_ce_0: 0.4926 loss_bbox_0: 0.3126 loss_giou_0: 0.5053 loss_ce_1: 0.3829 loss_bbox_1: 0.2222 loss_giou_1: 0.3672 loss_ce_2: 0.3131 loss_bbox_2: 0.1986 loss_giou_2: 0.3386 loss_ce_3: 0.2801 loss_bbox_3: 0.1916 loss_giou_3: 0.3236 loss_ce_4: 0.2716 loss_bbox_4: 0.1856 loss_giou_4: 0.3238 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:44] d2.utils.events INFO: eta: 19:18:30 iter: 201679 total_loss: 5.974 loss_ce: 0.3216 loss_bbox: 0.1971 loss_giou: 0.3291 loss_ce_0: 0.5171 loss_bbox_0: 0.3235 loss_giou_0: 0.5149 loss_ce_1: 0.4255 loss_bbox_1: 0.2399 loss_giou_1: 0.3804 loss_ce_2: 0.3613 loss_bbox_2: 0.2156 loss_giou_2: 0.3487 loss_ce_3: 0.331 loss_bbox_3: 0.2089 loss_giou_3: 0.3397 loss_ce_4: 0.3162 loss_bbox_4: 0.1989 loss_giou_4: 0.3313 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:50] d2.utils.events INFO: eta: 19:18:32 iter: 201699 total_loss: 5.726 loss_ce: 0.3019 loss_bbox: 0.1794 loss_giou: 0.3414 loss_ce_0: 0.4987 loss_bbox_0: 0.3151 loss_giou_0: 0.5238 loss_ce_1: 0.4023 loss_bbox_1: 0.2079 loss_giou_1: 0.4027 loss_ce_2: 0.3306 loss_bbox_2: 0.1876 loss_giou_2: 0.357 loss_ce_3: 0.3101 loss_bbox_3: 0.1757 loss_giou_3: 0.348 loss_ce_4: 0.3072 loss_bbox_4: 0.1771 loss_giou_4: 0.3415 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 05:39:56] d2.utils.events INFO: eta: 19:19:03 iter: 201719 total_loss: 5.804 loss_ce: 0.2979 loss_bbox: 0.1972 loss_giou: 0.343 loss_ce_0: 0.5002 loss_bbox_0: 0.3237 loss_giou_0: 0.5415 loss_ce_1: 0.4035 loss_bbox_1: 0.2215 loss_giou_1: 0.3979 loss_ce_2: 0.3468 loss_bbox_2: 0.2059 loss_giou_2: 0.3647 loss_ce_3: 0.3124 loss_bbox_3: 0.2012 loss_giou_3: 0.3515 loss_ce_4: 0.3029 loss_bbox_4: 0.199 loss_giou_4: 0.3476 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:01] d2.utils.events INFO: eta: 19:18:38 iter: 201739 total_loss: 5.908 loss_ce: 0.2967 loss_bbox: 0.1898 loss_giou: 0.3391 loss_ce_0: 0.492 loss_bbox_0: 0.3275 loss_giou_0: 0.5331 loss_ce_1: 0.4026 loss_bbox_1: 0.2281 loss_giou_1: 0.3859 loss_ce_2: 0.3533 loss_bbox_2: 0.2045 loss_giou_2: 0.3563 loss_ce_3: 0.3118 loss_bbox_3: 0.195 loss_giou_3: 0.3448 loss_ce_4: 0.2958 loss_bbox_4: 0.1921 loss_giou_4: 0.3425 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:07] d2.utils.events INFO: eta: 19:17:39 iter: 201759 total_loss: 5.589 loss_ce: 0.2854 loss_bbox: 0.1844 loss_giou: 0.3426 loss_ce_0: 0.5039 loss_bbox_0: 0.2977 loss_giou_0: 0.5254 loss_ce_1: 0.3869 loss_bbox_1: 0.2035 loss_giou_1: 0.3949 loss_ce_2: 0.3205 loss_bbox_2: 0.1863 loss_giou_2: 0.3598 loss_ce_3: 0.2958 loss_bbox_3: 0.19 loss_giou_3: 0.3501 loss_ce_4: 0.2881 loss_bbox_4: 0.1831 loss_giou_4: 0.3485 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:12] d2.utils.events INFO: eta: 19:17:22 iter: 201779 total_loss: 5.412 loss_ce: 0.2816 loss_bbox: 0.1702 loss_giou: 0.3175 loss_ce_0: 0.5071 loss_bbox_0: 0.3016 loss_giou_0: 0.526 loss_ce_1: 0.3914 loss_bbox_1: 0.2071 loss_giou_1: 0.3753 loss_ce_2: 0.315 loss_bbox_2: 0.1806 loss_giou_2: 0.3418 loss_ce_3: 0.2823 loss_bbox_3: 0.1786 loss_giou_3: 0.3259 loss_ce_4: 0.2864 loss_bbox_4: 0.1766 loss_giou_4: 0.3219 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:18] d2.utils.events INFO: eta: 19:17:04 iter: 201799 total_loss: 5.477 loss_ce: 0.2792 loss_bbox: 0.1819 loss_giou: 0.3131 loss_ce_0: 0.4909 loss_bbox_0: 0.32 loss_giou_0: 0.5101 loss_ce_1: 0.3898 loss_bbox_1: 0.211 loss_giou_1: 0.3633 loss_ce_2: 0.3276 loss_bbox_2: 0.1961 loss_giou_2: 0.3341 loss_ce_3: 0.2894 loss_bbox_3: 0.1884 loss_giou_3: 0.3237 loss_ce_4: 0.2869 loss_bbox_4: 0.1838 loss_giou_4: 0.3187 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:24] d2.utils.events INFO: eta: 19:16:59 iter: 201819 total_loss: 5.539 loss_ce: 0.2638 loss_bbox: 0.1821 loss_giou: 0.3193 loss_ce_0: 0.4806 loss_bbox_0: 0.3122 loss_giou_0: 0.4755 loss_ce_1: 0.3759 loss_bbox_1: 0.2203 loss_giou_1: 0.3663 loss_ce_2: 0.3133 loss_bbox_2: 0.1975 loss_giou_2: 0.3358 loss_ce_3: 0.2806 loss_bbox_3: 0.1874 loss_giou_3: 0.3323 loss_ce_4: 0.2671 loss_bbox_4: 0.1828 loss_giou_4: 0.3227 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:29] d2.utils.events INFO: eta: 19:16:56 iter: 201839 total_loss: 5.529 loss_ce: 0.2721 loss_bbox: 0.1823 loss_giou: 0.3295 loss_ce_0: 0.4703 loss_bbox_0: 0.3061 loss_giou_0: 0.5042 loss_ce_1: 0.3821 loss_bbox_1: 0.2201 loss_giou_1: 0.3757 loss_ce_2: 0.3095 loss_bbox_2: 0.1999 loss_giou_2: 0.341 loss_ce_3: 0.2874 loss_bbox_3: 0.192 loss_giou_3: 0.3379 loss_ce_4: 0.2728 loss_bbox_4: 0.1871 loss_giou_4: 0.3363 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:35] d2.utils.events INFO: eta: 19:17:31 iter: 201859 total_loss: 5.755 loss_ce: 0.2926 loss_bbox: 0.194 loss_giou: 0.3548 loss_ce_0: 0.4918 loss_bbox_0: 0.3133 loss_giou_0: 0.531 loss_ce_1: 0.3919 loss_bbox_1: 0.2138 loss_giou_1: 0.3975 loss_ce_2: 0.3212 loss_bbox_2: 0.2021 loss_giou_2: 0.373 loss_ce_3: 0.2913 loss_bbox_3: 0.1974 loss_giou_3: 0.3646 loss_ce_4: 0.292 loss_bbox_4: 0.192 loss_giou_4: 0.3583 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:41] d2.utils.events INFO: eta: 19:18:18 iter: 201879 total_loss: 5.687 loss_ce: 0.3011 loss_bbox: 0.1894 loss_giou: 0.3468 loss_ce_0: 0.493 loss_bbox_0: 0.3028 loss_giou_0: 0.5168 loss_ce_1: 0.3919 loss_bbox_1: 0.2193 loss_giou_1: 0.3854 loss_ce_2: 0.3415 loss_bbox_2: 0.1979 loss_giou_2: 0.3579 loss_ce_3: 0.3024 loss_bbox_3: 0.1921 loss_giou_3: 0.3471 loss_ce_4: 0.301 loss_bbox_4: 0.1923 loss_giou_4: 0.3452 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:46] d2.utils.events INFO: eta: 19:18:32 iter: 201899 total_loss: 5.841 loss_ce: 0.2864 loss_bbox: 0.1881 loss_giou: 0.3401 loss_ce_0: 0.5076 loss_bbox_0: 0.3146 loss_giou_0: 0.5246 loss_ce_1: 0.3893 loss_bbox_1: 0.2213 loss_giou_1: 0.3885 loss_ce_2: 0.3288 loss_bbox_2: 0.2149 loss_giou_2: 0.3613 loss_ce_3: 0.2944 loss_bbox_3: 0.1992 loss_giou_3: 0.352 loss_ce_4: 0.2797 loss_bbox_4: 0.194 loss_giou_4: 0.3425 time: 0.2801 data_time: 0.0178 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:52] d2.utils.events INFO: eta: 19:18:07 iter: 201919 total_loss: 6.172 loss_ce: 0.3065 loss_bbox: 0.2175 loss_giou: 0.3689 loss_ce_0: 0.5272 loss_bbox_0: 0.346 loss_giou_0: 0.5474 loss_ce_1: 0.4084 loss_bbox_1: 0.249 loss_giou_1: 0.4149 loss_ce_2: 0.3467 loss_bbox_2: 0.2265 loss_giou_2: 0.379 loss_ce_3: 0.3249 loss_bbox_3: 0.2194 loss_giou_3: 0.378 loss_ce_4: 0.3116 loss_bbox_4: 0.2168 loss_giou_4: 0.3728 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:40:58] d2.utils.events INFO: eta: 19:17:07 iter: 201939 total_loss: 5.624 loss_ce: 0.288 loss_bbox: 0.1927 loss_giou: 0.3197 loss_ce_0: 0.5097 loss_bbox_0: 0.3151 loss_giou_0: 0.4779 loss_ce_1: 0.4066 loss_bbox_1: 0.2226 loss_giou_1: 0.3643 loss_ce_2: 0.3319 loss_bbox_2: 0.2048 loss_giou_2: 0.3416 loss_ce_3: 0.3055 loss_bbox_3: 0.1957 loss_giou_3: 0.3225 loss_ce_4: 0.2974 loss_bbox_4: 0.1948 loss_giou_4: 0.3217 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:03] d2.utils.events INFO: eta: 19:17:01 iter: 201959 total_loss: 5.851 loss_ce: 0.2896 loss_bbox: 0.1808 loss_giou: 0.3481 loss_ce_0: 0.4946 loss_bbox_0: 0.3132 loss_giou_0: 0.5493 loss_ce_1: 0.387 loss_bbox_1: 0.223 loss_giou_1: 0.4024 loss_ce_2: 0.3307 loss_bbox_2: 0.1913 loss_giou_2: 0.3625 loss_ce_3: 0.2975 loss_bbox_3: 0.185 loss_giou_3: 0.3565 loss_ce_4: 0.2932 loss_bbox_4: 0.1804 loss_giou_4: 0.3478 time: 0.2801 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:09] d2.utils.events INFO: eta: 19:17:36 iter: 201979 total_loss: 5.612 loss_ce: 0.2998 loss_bbox: 0.1881 loss_giou: 0.3095 loss_ce_0: 0.5081 loss_bbox_0: 0.3148 loss_giou_0: 0.4983 loss_ce_1: 0.415 loss_bbox_1: 0.2185 loss_giou_1: 0.3561 loss_ce_2: 0.3474 loss_bbox_2: 0.2001 loss_giou_2: 0.3279 loss_ce_3: 0.311 loss_bbox_3: 0.1949 loss_giou_3: 0.3248 loss_ce_4: 0.2978 loss_bbox_4: 0.189 loss_giou_4: 0.3156 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:15] d2.utils.events INFO: eta: 19:17:26 iter: 201999 total_loss: 5.438 loss_ce: 0.2736 loss_bbox: 0.1759 loss_giou: 0.3219 loss_ce_0: 0.4704 loss_bbox_0: 0.3011 loss_giou_0: 0.5119 loss_ce_1: 0.3658 loss_bbox_1: 0.2071 loss_giou_1: 0.3791 loss_ce_2: 0.306 loss_bbox_2: 0.1908 loss_giou_2: 0.3466 loss_ce_3: 0.2782 loss_bbox_3: 0.1809 loss_giou_3: 0.3336 loss_ce_4: 0.2703 loss_bbox_4: 0.1788 loss_giou_4: 0.3277 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:20] d2.utils.events INFO: eta: 19:17:38 iter: 202019 total_loss: 5.936 loss_ce: 0.3083 loss_bbox: 0.19 loss_giou: 0.345 loss_ce_0: 0.5081 loss_bbox_0: 0.3199 loss_giou_0: 0.5241 loss_ce_1: 0.4187 loss_bbox_1: 0.2239 loss_giou_1: 0.398 loss_ce_2: 0.3515 loss_bbox_2: 0.2013 loss_giou_2: 0.3683 loss_ce_3: 0.3195 loss_bbox_3: 0.1992 loss_giou_3: 0.3585 loss_ce_4: 0.3046 loss_bbox_4: 0.1925 loss_giou_4: 0.3491 time: 0.2801 data_time: 0.0162 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:26] d2.utils.events INFO: eta: 19:17:53 iter: 202039 total_loss: 5.765 loss_ce: 0.2807 loss_bbox: 0.2002 loss_giou: 0.3476 loss_ce_0: 0.4891 loss_bbox_0: 0.3218 loss_giou_0: 0.5351 loss_ce_1: 0.4074 loss_bbox_1: 0.2298 loss_giou_1: 0.403 loss_ce_2: 0.3343 loss_bbox_2: 0.2131 loss_giou_2: 0.3774 loss_ce_3: 0.2922 loss_bbox_3: 0.2081 loss_giou_3: 0.3655 loss_ce_4: 0.2781 loss_bbox_4: 0.2021 loss_giou_4: 0.3512 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:32] d2.utils.events INFO: eta: 19:17:42 iter: 202059 total_loss: 5.705 loss_ce: 0.2612 loss_bbox: 0.1811 loss_giou: 0.3331 loss_ce_0: 0.4874 loss_bbox_0: 0.3179 loss_giou_0: 0.5197 loss_ce_1: 0.3796 loss_bbox_1: 0.2151 loss_giou_1: 0.3832 loss_ce_2: 0.3124 loss_bbox_2: 0.1977 loss_giou_2: 0.3537 loss_ce_3: 0.2746 loss_bbox_3: 0.1874 loss_giou_3: 0.3409 loss_ce_4: 0.2614 loss_bbox_4: 0.1864 loss_giou_4: 0.3356 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:38] d2.utils.events INFO: eta: 19:17:14 iter: 202079 total_loss: 5.752 loss_ce: 0.2884 loss_bbox: 0.1843 loss_giou: 0.3207 loss_ce_0: 0.4846 loss_bbox_0: 0.3103 loss_giou_0: 0.5163 loss_ce_1: 0.3877 loss_bbox_1: 0.2115 loss_giou_1: 0.3728 loss_ce_2: 0.3371 loss_bbox_2: 0.1958 loss_giou_2: 0.3405 loss_ce_3: 0.2998 loss_bbox_3: 0.1908 loss_giou_3: 0.3235 loss_ce_4: 0.2867 loss_bbox_4: 0.1873 loss_giou_4: 0.3184 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:43] d2.utils.events INFO: eta: 19:16:23 iter: 202099 total_loss: 6.103 loss_ce: 0.313 loss_bbox: 0.199 loss_giou: 0.3481 loss_ce_0: 0.5025 loss_bbox_0: 0.3201 loss_giou_0: 0.5456 loss_ce_1: 0.4056 loss_bbox_1: 0.2304 loss_giou_1: 0.4005 loss_ce_2: 0.3472 loss_bbox_2: 0.2085 loss_giou_2: 0.3647 loss_ce_3: 0.3364 loss_bbox_3: 0.2054 loss_giou_3: 0.3494 loss_ce_4: 0.3115 loss_bbox_4: 0.2014 loss_giou_4: 0.3469 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:49] d2.utils.events INFO: eta: 19:16:08 iter: 202119 total_loss: 5.683 loss_ce: 0.2839 loss_bbox: 0.1853 loss_giou: 0.3306 loss_ce_0: 0.4994 loss_bbox_0: 0.3158 loss_giou_0: 0.5332 loss_ce_1: 0.3928 loss_bbox_1: 0.22 loss_giou_1: 0.3732 loss_ce_2: 0.3285 loss_bbox_2: 0.203 loss_giou_2: 0.3433 loss_ce_3: 0.2978 loss_bbox_3: 0.1911 loss_giou_3: 0.3385 loss_ce_4: 0.2836 loss_bbox_4: 0.1873 loss_giou_4: 0.3336 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 05:41:54] d2.utils.events INFO: eta: 19:16:11 iter: 202139 total_loss: 5.613 loss_ce: 0.2958 loss_bbox: 0.1745 loss_giou: 0.3221 loss_ce_0: 0.4925 loss_bbox_0: 0.3036 loss_giou_0: 0.494 loss_ce_1: 0.3892 loss_bbox_1: 0.2078 loss_giou_1: 0.3684 loss_ce_2: 0.3212 loss_bbox_2: 0.1879 loss_giou_2: 0.3416 loss_ce_3: 0.2964 loss_bbox_3: 0.1768 loss_giou_3: 0.3226 loss_ce_4: 0.2924 loss_bbox_4: 0.1741 loss_giou_4: 0.3189 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:00] d2.utils.events INFO: eta: 19:16:27 iter: 202159 total_loss: 5.791 loss_ce: 0.2901 loss_bbox: 0.181 loss_giou: 0.3508 loss_ce_0: 0.5048 loss_bbox_0: 0.3043 loss_giou_0: 0.5305 loss_ce_1: 0.3924 loss_bbox_1: 0.2149 loss_giou_1: 0.3995 loss_ce_2: 0.3314 loss_bbox_2: 0.1972 loss_giou_2: 0.3717 loss_ce_3: 0.3037 loss_bbox_3: 0.1855 loss_giou_3: 0.3643 loss_ce_4: 0.2949 loss_bbox_4: 0.1815 loss_giou_4: 0.3596 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:06] d2.utils.events INFO: eta: 19:17:03 iter: 202179 total_loss: 5.661 loss_ce: 0.2914 loss_bbox: 0.1909 loss_giou: 0.3253 loss_ce_0: 0.5094 loss_bbox_0: 0.3142 loss_giou_0: 0.5031 loss_ce_1: 0.3854 loss_bbox_1: 0.2135 loss_giou_1: 0.3677 loss_ce_2: 0.3307 loss_bbox_2: 0.1996 loss_giou_2: 0.3454 loss_ce_3: 0.3037 loss_bbox_3: 0.1955 loss_giou_3: 0.338 loss_ce_4: 0.2997 loss_bbox_4: 0.191 loss_giou_4: 0.3286 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:12] d2.utils.events INFO: eta: 19:17:20 iter: 202199 total_loss: 5.644 loss_ce: 0.3046 loss_bbox: 0.1799 loss_giou: 0.3399 loss_ce_0: 0.4999 loss_bbox_0: 0.3075 loss_giou_0: 0.531 loss_ce_1: 0.4127 loss_bbox_1: 0.2094 loss_giou_1: 0.3966 loss_ce_2: 0.352 loss_bbox_2: 0.1879 loss_giou_2: 0.3623 loss_ce_3: 0.3143 loss_bbox_3: 0.185 loss_giou_3: 0.3464 loss_ce_4: 0.3044 loss_bbox_4: 0.1821 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:17] d2.utils.events INFO: eta: 19:17:14 iter: 202219 total_loss: 5.563 loss_ce: 0.2699 loss_bbox: 0.1811 loss_giou: 0.3384 loss_ce_0: 0.4818 loss_bbox_0: 0.2968 loss_giou_0: 0.5369 loss_ce_1: 0.3874 loss_bbox_1: 0.207 loss_giou_1: 0.3918 loss_ce_2: 0.3258 loss_bbox_2: 0.1937 loss_giou_2: 0.3564 loss_ce_3: 0.2902 loss_bbox_3: 0.1867 loss_giou_3: 0.3464 loss_ce_4: 0.2714 loss_bbox_4: 0.184 loss_giou_4: 0.3432 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:23] d2.utils.events INFO: eta: 19:16:29 iter: 202239 total_loss: 5.544 loss_ce: 0.2833 loss_bbox: 0.1856 loss_giou: 0.3102 loss_ce_0: 0.4764 loss_bbox_0: 0.3254 loss_giou_0: 0.5014 loss_ce_1: 0.3859 loss_bbox_1: 0.2153 loss_giou_1: 0.3631 loss_ce_2: 0.3272 loss_bbox_2: 0.2001 loss_giou_2: 0.3296 loss_ce_3: 0.2948 loss_bbox_3: 0.1895 loss_giou_3: 0.3211 loss_ce_4: 0.2919 loss_bbox_4: 0.1876 loss_giou_4: 0.3124 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:28] d2.utils.events INFO: eta: 19:16:34 iter: 202259 total_loss: 5.68 loss_ce: 0.2879 loss_bbox: 0.1765 loss_giou: 0.3405 loss_ce_0: 0.5056 loss_bbox_0: 0.311 loss_giou_0: 0.5121 loss_ce_1: 0.4012 loss_bbox_1: 0.2181 loss_giou_1: 0.3787 loss_ce_2: 0.3239 loss_bbox_2: 0.1927 loss_giou_2: 0.3552 loss_ce_3: 0.3038 loss_bbox_3: 0.1849 loss_giou_3: 0.3474 loss_ce_4: 0.2903 loss_bbox_4: 0.1789 loss_giou_4: 0.3438 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:34] d2.utils.events INFO: eta: 19:16:18 iter: 202279 total_loss: 5.754 loss_ce: 0.282 loss_bbox: 0.201 loss_giou: 0.3448 loss_ce_0: 0.4878 loss_bbox_0: 0.3141 loss_giou_0: 0.5119 loss_ce_1: 0.3721 loss_bbox_1: 0.2409 loss_giou_1: 0.3924 loss_ce_2: 0.3161 loss_bbox_2: 0.2123 loss_giou_2: 0.3574 loss_ce_3: 0.2924 loss_bbox_3: 0.2042 loss_giou_3: 0.353 loss_ce_4: 0.2829 loss_bbox_4: 0.2011 loss_giou_4: 0.3447 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:40] d2.utils.events INFO: eta: 19:16:29 iter: 202299 total_loss: 5.779 loss_ce: 0.2947 loss_bbox: 0.1889 loss_giou: 0.3377 loss_ce_0: 0.5133 loss_bbox_0: 0.3116 loss_giou_0: 0.5057 loss_ce_1: 0.4024 loss_bbox_1: 0.2177 loss_giou_1: 0.3855 loss_ce_2: 0.3378 loss_bbox_2: 0.1958 loss_giou_2: 0.352 loss_ce_3: 0.3137 loss_bbox_3: 0.1954 loss_giou_3: 0.3462 loss_ce_4: 0.2994 loss_bbox_4: 0.19 loss_giou_4: 0.3403 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:46] d2.utils.events INFO: eta: 19:17:06 iter: 202319 total_loss: 5.829 loss_ce: 0.3116 loss_bbox: 0.1858 loss_giou: 0.314 loss_ce_0: 0.5139 loss_bbox_0: 0.3197 loss_giou_0: 0.4884 loss_ce_1: 0.4215 loss_bbox_1: 0.2318 loss_giou_1: 0.361 loss_ce_2: 0.3606 loss_bbox_2: 0.2042 loss_giou_2: 0.3359 loss_ce_3: 0.3307 loss_bbox_3: 0.1931 loss_giou_3: 0.321 loss_ce_4: 0.3205 loss_bbox_4: 0.1899 loss_giou_4: 0.3178 time: 0.2801 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:51] d2.utils.events INFO: eta: 19:17:00 iter: 202339 total_loss: 5.74 loss_ce: 0.309 loss_bbox: 0.1946 loss_giou: 0.3298 loss_ce_0: 0.5155 loss_bbox_0: 0.3268 loss_giou_0: 0.5116 loss_ce_1: 0.4107 loss_bbox_1: 0.2295 loss_giou_1: 0.3847 loss_ce_2: 0.3553 loss_bbox_2: 0.2109 loss_giou_2: 0.3515 loss_ce_3: 0.3274 loss_bbox_3: 0.1976 loss_giou_3: 0.3385 loss_ce_4: 0.3066 loss_bbox_4: 0.1973 loss_giou_4: 0.3357 time: 0.2801 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 05:42:57] d2.utils.events INFO: eta: 19:17:10 iter: 202359 total_loss: 5.796 loss_ce: 0.3089 loss_bbox: 0.1982 loss_giou: 0.3514 loss_ce_0: 0.5151 loss_bbox_0: 0.3178 loss_giou_0: 0.5421 loss_ce_1: 0.4056 loss_bbox_1: 0.2371 loss_giou_1: 0.405 loss_ce_2: 0.3449 loss_bbox_2: 0.2084 loss_giou_2: 0.37 loss_ce_3: 0.311 loss_bbox_3: 0.2001 loss_giou_3: 0.3605 loss_ce_4: 0.3129 loss_bbox_4: 0.1974 loss_giou_4: 0.3508 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:43:03] d2.utils.events INFO: eta: 19:16:34 iter: 202379 total_loss: 5.738 loss_ce: 0.3032 loss_bbox: 0.1838 loss_giou: 0.3163 loss_ce_0: 0.513 loss_bbox_0: 0.299 loss_giou_0: 0.5162 loss_ce_1: 0.404 loss_bbox_1: 0.217 loss_giou_1: 0.375 loss_ce_2: 0.3338 loss_bbox_2: 0.1987 loss_giou_2: 0.3408 loss_ce_3: 0.3227 loss_bbox_3: 0.1904 loss_giou_3: 0.3233 loss_ce_4: 0.3056 loss_bbox_4: 0.1857 loss_giou_4: 0.3181 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 05:43:08] d2.utils.events INFO: eta: 19:16:18 iter: 202399 total_loss: 5.8 loss_ce: 0.2969 loss_bbox: 0.1839 loss_giou: 0.3347 loss_ce_0: 0.505 loss_bbox_0: 0.3036 loss_giou_0: 0.5057 loss_ce_1: 0.3889 loss_bbox_1: 0.222 loss_giou_1: 0.3767 loss_ce_2: 0.3388 loss_bbox_2: 0.2007 loss_giou_2: 0.3524 loss_ce_3: 0.3076 loss_bbox_3: 0.1917 loss_giou_3: 0.3433 loss_ce_4: 0.3004 loss_bbox_4: 0.1868 loss_giou_4: 0.3429 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 05:43:14] d2.utils.events INFO: eta: 19:16:18 iter: 202419 total_loss: 5.948 loss_ce: 0.2985 loss_bbox: 0.1919 loss_giou: 0.338 loss_ce_0: 0.5157 loss_bbox_0: 0.336 loss_giou_0: 0.5205 loss_ce_1: 0.4193 loss_bbox_1: 0.2246 loss_giou_1: 0.3921 loss_ce_2: 0.3539 loss_bbox_2: 0.2052 loss_giou_2: 0.3609 loss_ce_3: 0.3295 loss_bbox_3: 0.2002 loss_giou_3: 0.3469 loss_ce_4: 0.303 loss_bbox_4: 0.1906 loss_giou_4: 0.3397 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:43:19] d2.utils.events INFO: eta: 19:15:50 iter: 202439 total_loss: 5.658 loss_ce: 0.2834 loss_bbox: 0.1781 loss_giou: 0.3515 loss_ce_0: 0.4971 loss_bbox_0: 0.3067 loss_giou_0: 0.5412 loss_ce_1: 0.3898 loss_bbox_1: 0.2095 loss_giou_1: 0.3961 loss_ce_2: 0.3204 loss_bbox_2: 0.1883 loss_giou_2: 0.3765 loss_ce_3: 0.3041 loss_bbox_3: 0.1853 loss_giou_3: 0.3598 loss_ce_4: 0.2886 loss_bbox_4: 0.181 loss_giou_4: 0.3541 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 05:43:25] d2.utils.events INFO: eta: 19:15:28 iter: 202459 total_loss: 5.538 loss_ce: 0.2845 loss_bbox: 0.1819 loss_giou: 0.3149 loss_ce_0: 0.498 loss_bbox_0: 0.3021 loss_giou_0: 0.5278 loss_ce_1: 0.3886 loss_bbox_1: 0.2154 loss_giou_1: 0.3669 loss_ce_2: 0.3279 loss_bbox_2: 0.19 loss_giou_2: 0.3413 loss_ce_3: 0.2938 loss_bbox_3: 0.1863 loss_giou_3: 0.3328 loss_ce_4: 0.2954 loss_bbox_4: 0.1855 loss_giou_4: 0.3221 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 05:43:31] d2.utils.events INFO: eta: 19:15:33 iter: 202479 total_loss: 5.688 loss_ce: 0.2874 loss_bbox: 0.1869 loss_giou: 0.3366 loss_ce_0: 0.5176 loss_bbox_0: 0.3183 loss_giou_0: 0.5218 loss_ce_1: 0.4078 loss_bbox_1: 0.2133 loss_giou_1: 0.3846 loss_ce_2: 0.339 loss_bbox_2: 0.196 loss_giou_2: 0.3492 loss_ce_3: 0.2955 loss_bbox_3: 0.1897 loss_giou_3: 0.3381 loss_ce_4: 0.2909 loss_bbox_4: 0.1917 loss_giou_4: 0.3374 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:43:36] d2.utils.events INFO: eta: 19:16:30 iter: 202499 total_loss: 5.725 loss_ce: 0.2894 loss_bbox: 0.173 loss_giou: 0.3508 loss_ce_0: 0.4969 loss_bbox_0: 0.3056 loss_giou_0: 0.5288 loss_ce_1: 0.3996 loss_bbox_1: 0.2001 loss_giou_1: 0.3885 loss_ce_2: 0.3395 loss_bbox_2: 0.1886 loss_giou_2: 0.3604 loss_ce_3: 0.3136 loss_bbox_3: 0.1721 loss_giou_3: 0.3528 loss_ce_4: 0.3017 loss_bbox_4: 0.1744 loss_giou_4: 0.3572 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 05:43:42] d2.utils.events INFO: eta: 19:15:28 iter: 202519 total_loss: 5.301 loss_ce: 0.2633 loss_bbox: 0.1765 loss_giou: 0.3069 loss_ce_0: 0.4781 loss_bbox_0: 0.2987 loss_giou_0: 0.4998 loss_ce_1: 0.3824 loss_bbox_1: 0.2126 loss_giou_1: 0.3614 loss_ce_2: 0.3157 loss_bbox_2: 0.1883 loss_giou_2: 0.3273 loss_ce_3: 0.2835 loss_bbox_3: 0.1786 loss_giou_3: 0.3142 loss_ce_4: 0.2709 loss_bbox_4: 0.1747 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max_mem: 5427M [11/03 05:44:10] d2.utils.events INFO: eta: 19:15:00 iter: 202619 total_loss: 5.792 loss_ce: 0.2845 loss_bbox: 0.1949 loss_giou: 0.3391 loss_ce_0: 0.5066 loss_bbox_0: 0.3052 loss_giou_0: 0.5121 loss_ce_1: 0.3929 loss_bbox_1: 0.2127 loss_giou_1: 0.384 loss_ce_2: 0.3323 loss_bbox_2: 0.2038 loss_giou_2: 0.3558 loss_ce_3: 0.2992 loss_bbox_3: 0.201 loss_giou_3: 0.3493 loss_ce_4: 0.2846 loss_bbox_4: 0.1992 loss_giou_4: 0.3371 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:44:16] d2.utils.events INFO: eta: 19:14:59 iter: 202639 total_loss: 6.01 loss_ce: 0.2974 loss_bbox: 0.1833 loss_giou: 0.3461 loss_ce_0: 0.5202 loss_bbox_0: 0.3203 loss_giou_0: 0.5593 loss_ce_1: 0.4214 loss_bbox_1: 0.2107 loss_giou_1: 0.3994 loss_ce_2: 0.3443 loss_bbox_2: 0.1962 loss_giou_2: 0.3641 loss_ce_3: 0.3195 loss_bbox_3: 0.1904 loss_giou_3: 0.3496 loss_ce_4: 0.3018 loss_bbox_4: 0.1867 loss_giou_4: 0.3497 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 05:44:22] d2.utils.events INFO: eta: 19:14:25 iter: 202659 total_loss: 5.83 loss_ce: 0.2918 loss_bbox: 0.1769 loss_giou: 0.3444 loss_ce_0: 0.5031 loss_bbox_0: 0.3052 loss_giou_0: 0.5465 loss_ce_1: 0.4044 loss_bbox_1: 0.2103 loss_giou_1: 0.3938 loss_ce_2: 0.326 loss_bbox_2: 0.1926 loss_giou_2: 0.3658 loss_ce_3: 0.3092 loss_bbox_3: 0.1821 loss_giou_3: 0.3542 loss_ce_4: 0.2975 loss_bbox_4: 0.1773 loss_giou_4: 0.3498 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 05:44:27] d2.utils.events INFO: eta: 19:14:16 iter: 202679 total_loss: 5.821 loss_ce: 0.3206 loss_bbox: 0.1831 loss_giou: 0.3409 loss_ce_0: 0.5189 loss_bbox_0: 0.3302 loss_giou_0: 0.5129 loss_ce_1: 0.4058 loss_bbox_1: 0.2215 loss_giou_1: 0.3905 loss_ce_2: 0.3483 loss_bbox_2: 0.1996 loss_giou_2: 0.3636 loss_ce_3: 0.3332 loss_bbox_3: 0.1885 loss_giou_3: 0.3485 loss_ce_4: 0.3244 loss_bbox_4: 0.1869 loss_giou_4: 0.3426 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 05:44:33] d2.utils.events INFO: eta: 19:14:00 iter: 202699 total_loss: 5.684 loss_ce: 0.2972 loss_bbox: 0.1669 loss_giou: 0.3426 loss_ce_0: 0.5007 loss_bbox_0: 0.3036 loss_giou_0: 0.5302 loss_ce_1: 0.3965 loss_bbox_1: 0.2016 loss_giou_1: 0.3838 loss_ce_2: 0.3279 loss_bbox_2: 0.179 loss_giou_2: 0.3603 loss_ce_3: 0.3004 loss_bbox_3: 0.1777 loss_giou_3: 0.3508 loss_ce_4: 0.3022 loss_bbox_4: 0.172 loss_giou_4: 0.3464 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:44:39] d2.utils.events INFO: eta: 19:13:43 iter: 202719 total_loss: 5.735 loss_ce: 0.2762 loss_bbox: 0.188 loss_giou: 0.3433 loss_ce_0: 0.4768 loss_bbox_0: 0.3226 loss_giou_0: 0.5283 loss_ce_1: 0.3765 loss_bbox_1: 0.2131 loss_giou_1: 0.3892 loss_ce_2: 0.3123 loss_bbox_2: 0.193 loss_giou_2: 0.3596 loss_ce_3: 0.2817 loss_bbox_3: 0.1893 loss_giou_3: 0.35 loss_ce_4: 0.2752 loss_bbox_4: 0.1885 loss_giou_4: 0.3418 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 05:44:44] d2.utils.events INFO: eta: 19:13:30 iter: 202739 total_loss: 5.556 loss_ce: 0.2891 loss_bbox: 0.1811 loss_giou: 0.3347 loss_ce_0: 0.4924 loss_bbox_0: 0.3236 loss_giou_0: 0.53 loss_ce_1: 0.4004 loss_bbox_1: 0.2198 loss_giou_1: 0.3899 loss_ce_2: 0.3397 loss_bbox_2: 0.1959 loss_giou_2: 0.3554 loss_ce_3: 0.3055 loss_bbox_3: 0.1873 loss_giou_3: 0.3479 loss_ce_4: 0.2955 loss_bbox_4: 0.1802 loss_giou_4: 0.3428 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 05:44:50] d2.utils.events INFO: eta: 19:13:57 iter: 202759 total_loss: 5.673 loss_ce: 0.2663 loss_bbox: 0.1839 loss_giou: 0.3418 loss_ce_0: 0.4822 loss_bbox_0: 0.3257 loss_giou_0: 0.5477 loss_ce_1: 0.3727 loss_bbox_1: 0.2126 loss_giou_1: 0.3989 loss_ce_2: 0.2999 loss_bbox_2: 0.1957 loss_giou_2: 0.3687 loss_ce_3: 0.2769 loss_bbox_3: 0.1863 loss_giou_3: 0.3527 loss_ce_4: 0.2684 loss_bbox_4: 0.1876 loss_giou_4: 0.3461 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 05:44:56] d2.utils.events INFO: eta: 19:13:52 iter: 202779 total_loss: 5.746 loss_ce: 0.2891 loss_bbox: 0.191 loss_giou: 0.3274 loss_ce_0: 0.4989 loss_bbox_0: 0.3124 loss_giou_0: 0.4995 loss_ce_1: 0.3855 loss_bbox_1: 0.2294 loss_giou_1: 0.3746 loss_ce_2: 0.3175 loss_bbox_2: 0.2013 loss_giou_2: 0.3446 loss_ce_3: 0.2947 loss_bbox_3: 0.1958 loss_giou_3: 0.3315 loss_ce_4: 0.2907 loss_bbox_4: 0.1908 loss_giou_4: 0.3275 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:01] d2.utils.events INFO: eta: 19:13:59 iter: 202799 total_loss: 5.577 loss_ce: 0.283 loss_bbox: 0.1781 loss_giou: 0.3264 loss_ce_0: 0.5171 loss_bbox_0: 0.3394 loss_giou_0: 0.5202 loss_ce_1: 0.3969 loss_bbox_1: 0.2153 loss_giou_1: 0.3794 loss_ce_2: 0.3391 loss_bbox_2: 0.1943 loss_giou_2: 0.3424 loss_ce_3: 0.3007 loss_bbox_3: 0.1854 loss_giou_3: 0.3313 loss_ce_4: 0.2909 loss_bbox_4: 0.1819 loss_giou_4: 0.3279 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:07] d2.utils.events INFO: eta: 19:13:53 iter: 202819 total_loss: 5.401 loss_ce: 0.2917 loss_bbox: 0.1778 loss_giou: 0.2975 loss_ce_0: 0.5016 loss_bbox_0: 0.3096 loss_giou_0: 0.4693 loss_ce_1: 0.401 loss_bbox_1: 0.2161 loss_giou_1: 0.3421 loss_ce_2: 0.3465 loss_bbox_2: 0.1948 loss_giou_2: 0.3099 loss_ce_3: 0.3063 loss_bbox_3: 0.1866 loss_giou_3: 0.3054 loss_ce_4: 0.2987 loss_bbox_4: 0.1807 loss_giou_4: 0.301 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:12] d2.utils.events INFO: eta: 19:13:35 iter: 202839 total_loss: 5.486 loss_ce: 0.2675 loss_bbox: 0.1747 loss_giou: 0.3265 loss_ce_0: 0.4939 loss_bbox_0: 0.3106 loss_giou_0: 0.5178 loss_ce_1: 0.3656 loss_bbox_1: 0.2137 loss_giou_1: 0.375 loss_ce_2: 0.3185 loss_bbox_2: 0.1924 loss_giou_2: 0.3494 loss_ce_3: 0.2854 loss_bbox_3: 0.1837 loss_giou_3: 0.3401 loss_ce_4: 0.2743 loss_bbox_4: 0.1791 loss_giou_4: 0.3307 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:18] d2.utils.events INFO: eta: 19:13:04 iter: 202859 total_loss: 5.903 loss_ce: 0.3008 loss_bbox: 0.1869 loss_giou: 0.3462 loss_ce_0: 0.5225 loss_bbox_0: 0.3068 loss_giou_0: 0.542 loss_ce_1: 0.4025 loss_bbox_1: 0.2112 loss_giou_1: 0.393 loss_ce_2: 0.3454 loss_bbox_2: 0.1939 loss_giou_2: 0.3623 loss_ce_3: 0.3156 loss_bbox_3: 0.1916 loss_giou_3: 0.3547 loss_ce_4: 0.3065 loss_bbox_4: 0.1897 loss_giou_4: 0.3492 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:24] d2.utils.events INFO: eta: 19:12:17 iter: 202879 total_loss: 5.553 loss_ce: 0.2914 loss_bbox: 0.1846 loss_giou: 0.3176 loss_ce_0: 0.4975 loss_bbox_0: 0.3036 loss_giou_0: 0.4787 loss_ce_1: 0.387 loss_bbox_1: 0.2156 loss_giou_1: 0.3581 loss_ce_2: 0.333 loss_bbox_2: 0.1978 loss_giou_2: 0.3368 loss_ce_3: 0.304 loss_bbox_3: 0.1883 loss_giou_3: 0.33 loss_ce_4: 0.2883 loss_bbox_4: 0.185 loss_giou_4: 0.326 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:29] d2.utils.events INFO: eta: 19:11:52 iter: 202899 total_loss: 5.603 loss_ce: 0.2952 loss_bbox: 0.1812 loss_giou: 0.3321 loss_ce_0: 0.4967 loss_bbox_0: 0.3045 loss_giou_0: 0.4933 loss_ce_1: 0.3847 loss_bbox_1: 0.2084 loss_giou_1: 0.3889 loss_ce_2: 0.3371 loss_bbox_2: 0.1959 loss_giou_2: 0.3529 loss_ce_3: 0.3031 loss_bbox_3: 0.1907 loss_giou_3: 0.3398 loss_ce_4: 0.2992 loss_bbox_4: 0.1827 loss_giou_4: 0.3349 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:35] d2.utils.events INFO: eta: 19:11:57 iter: 202919 total_loss: 5.489 loss_ce: 0.2798 loss_bbox: 0.1822 loss_giou: 0.3302 loss_ce_0: 0.4903 loss_bbox_0: 0.2914 loss_giou_0: 0.5158 loss_ce_1: 0.3843 loss_bbox_1: 0.206 loss_giou_1: 0.3704 loss_ce_2: 0.3146 loss_bbox_2: 0.19 loss_giou_2: 0.3497 loss_ce_3: 0.2921 loss_bbox_3: 0.184 loss_giou_3: 0.3432 loss_ce_4: 0.2784 loss_bbox_4: 0.1823 loss_giou_4: 0.3333 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:41] d2.utils.events INFO: eta: 19:12:19 iter: 202939 total_loss: 5.8 loss_ce: 0.2855 loss_bbox: 0.1882 loss_giou: 0.3454 loss_ce_0: 0.4949 loss_bbox_0: 0.3054 loss_giou_0: 0.5346 loss_ce_1: 0.394 loss_bbox_1: 0.2159 loss_giou_1: 0.4019 loss_ce_2: 0.3258 loss_bbox_2: 0.1993 loss_giou_2: 0.3727 loss_ce_3: 0.2975 loss_bbox_3: 0.188 loss_giou_3: 0.3528 loss_ce_4: 0.2803 loss_bbox_4: 0.1881 loss_giou_4: 0.3478 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:46] d2.utils.events INFO: eta: 19:11:46 iter: 202959 total_loss: 5.687 loss_ce: 0.2973 loss_bbox: 0.1886 loss_giou: 0.3206 loss_ce_0: 0.5082 loss_bbox_0: 0.3274 loss_giou_0: 0.5229 loss_ce_1: 0.3914 loss_bbox_1: 0.2195 loss_giou_1: 0.3714 loss_ce_2: 0.3315 loss_bbox_2: 0.2011 loss_giou_2: 0.344 loss_ce_3: 0.2952 loss_bbox_3: 0.1981 loss_giou_3: 0.3351 loss_ce_4: 0.2922 loss_bbox_4: 0.1918 loss_giou_4: 0.3254 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:52] d2.utils.events INFO: eta: 19:11:49 iter: 202979 total_loss: 5.601 loss_ce: 0.2723 loss_bbox: 0.1905 loss_giou: 0.3473 loss_ce_0: 0.4848 loss_bbox_0: 0.3029 loss_giou_0: 0.5258 loss_ce_1: 0.3816 loss_bbox_1: 0.2192 loss_giou_1: 0.3886 loss_ce_2: 0.3057 loss_bbox_2: 0.2039 loss_giou_2: 0.3622 loss_ce_3: 0.2921 loss_bbox_3: 0.1928 loss_giou_3: 0.3555 loss_ce_4: 0.2778 loss_bbox_4: 0.1926 loss_giou_4: 0.3542 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 05:45:58] d2.utils.events INFO: eta: 19:12:02 iter: 202999 total_loss: 6.104 loss_ce: 0.3148 loss_bbox: 0.2023 loss_giou: 0.3487 loss_ce_0: 0.5328 loss_bbox_0: 0.3327 loss_giou_0: 0.5433 loss_ce_1: 0.4224 loss_bbox_1: 0.2345 loss_giou_1: 0.4011 loss_ce_2: 0.3508 loss_bbox_2: 0.2168 loss_giou_2: 0.3725 loss_ce_3: 0.3225 loss_bbox_3: 0.2075 loss_giou_3: 0.3533 loss_ce_4: 0.3224 loss_bbox_4: 0.2042 loss_giou_4: 0.3493 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:46:03] d2.utils.events INFO: eta: 19:11:29 iter: 203019 total_loss: 5.53 loss_ce: 0.2821 loss_bbox: 0.1673 loss_giou: 0.3243 loss_ce_0: 0.4828 loss_bbox_0: 0.2942 loss_giou_0: 0.5014 loss_ce_1: 0.3702 loss_bbox_1: 0.2027 loss_giou_1: 0.3832 loss_ce_2: 0.3173 loss_bbox_2: 0.187 loss_giou_2: 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loss_bbox_3: 0.1811 loss_giou_3: 0.3525 loss_ce_4: 0.2697 loss_bbox_4: 0.1781 loss_giou_4: 0.3534 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 05:46:20] d2.utils.events INFO: eta: 19:10:46 iter: 203079 total_loss: 5.588 loss_ce: 0.27 loss_bbox: 0.1935 loss_giou: 0.3352 loss_ce_0: 0.486 loss_bbox_0: 0.3135 loss_giou_0: 0.5183 loss_ce_1: 0.3911 loss_bbox_1: 0.2256 loss_giou_1: 0.3894 loss_ce_2: 0.3136 loss_bbox_2: 0.2037 loss_giou_2: 0.3541 loss_ce_3: 0.2777 loss_bbox_3: 0.1947 loss_giou_3: 0.3445 loss_ce_4: 0.2665 loss_bbox_4: 0.195 loss_giou_4: 0.3389 time: 0.2801 data_time: 0.0347 lr: 2.5e-05 max_mem: 5427M [11/03 05:46:26] d2.utils.events INFO: eta: 19:11:00 iter: 203099 total_loss: 5.768 loss_ce: 0.288 loss_bbox: 0.1918 loss_giou: 0.3461 loss_ce_0: 0.4883 loss_bbox_0: 0.3127 loss_giou_0: 0.5245 loss_ce_1: 0.3968 loss_bbox_1: 0.2202 loss_giou_1: 0.3888 loss_ce_2: 0.3279 loss_bbox_2: 0.2063 loss_giou_2: 0.3576 loss_ce_3: 0.3034 loss_bbox_3: 0.1957 loss_giou_3: 0.3545 loss_ce_4: 0.2847 loss_bbox_4: 0.19 loss_giou_4: 0.345 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 05:46:32] d2.utils.events INFO: eta: 19:10:54 iter: 203119 total_loss: 5.599 loss_ce: 0.2705 loss_bbox: 0.1848 loss_giou: 0.3285 loss_ce_0: 0.4821 loss_bbox_0: 0.3156 loss_giou_0: 0.5134 loss_ce_1: 0.3862 loss_bbox_1: 0.2182 loss_giou_1: 0.3736 loss_ce_2: 0.3028 loss_bbox_2: 0.1953 loss_giou_2: 0.3557 loss_ce_3: 0.2762 loss_bbox_3: 0.1899 loss_giou_3: 0.3408 loss_ce_4: 0.27 loss_bbox_4: 0.188 loss_giou_4: 0.3395 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 05:46:37] d2.utils.events INFO: eta: 19:10:49 iter: 203139 total_loss: 5.623 loss_ce: 0.2811 loss_bbox: 0.1857 loss_giou: 0.3284 loss_ce_0: 0.4839 loss_bbox_0: 0.3181 loss_giou_0: 0.524 loss_ce_1: 0.3892 loss_bbox_1: 0.2197 loss_giou_1: 0.381 loss_ce_2: 0.3175 loss_bbox_2: 0.1964 loss_giou_2: 0.3456 loss_ce_3: 0.2852 loss_bbox_3: 0.188 loss_giou_3: 0.3396 loss_ce_4: 0.275 loss_bbox_4: 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0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 05:46:54] d2.utils.events INFO: eta: 19:08:54 iter: 203199 total_loss: 5.889 loss_ce: 0.2984 loss_bbox: 0.183 loss_giou: 0.3363 loss_ce_0: 0.5235 loss_bbox_0: 0.3246 loss_giou_0: 0.5258 loss_ce_1: 0.4177 loss_bbox_1: 0.2233 loss_giou_1: 0.3926 loss_ce_2: 0.339 loss_bbox_2: 0.1986 loss_giou_2: 0.3602 loss_ce_3: 0.3161 loss_bbox_3: 0.1875 loss_giou_3: 0.3412 loss_ce_4: 0.304 loss_bbox_4: 0.1872 loss_giou_4: 0.3422 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:00] d2.utils.events INFO: eta: 19:08:43 iter: 203219 total_loss: 5.688 loss_ce: 0.2861 loss_bbox: 0.1916 loss_giou: 0.3426 loss_ce_0: 0.5033 loss_bbox_0: 0.3198 loss_giou_0: 0.5221 loss_ce_1: 0.3867 loss_bbox_1: 0.2232 loss_giou_1: 0.3906 loss_ce_2: 0.3365 loss_bbox_2: 0.2052 loss_giou_2: 0.362 loss_ce_3: 0.2945 loss_bbox_3: 0.1977 loss_giou_3: 0.348 loss_ce_4: 0.2852 loss_bbox_4: 0.1935 loss_giou_4: 0.3465 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:05] d2.utils.events INFO: eta: 19:08:55 iter: 203239 total_loss: 5.46 loss_ce: 0.2593 loss_bbox: 0.1833 loss_giou: 0.3144 loss_ce_0: 0.4658 loss_bbox_0: 0.3116 loss_giou_0: 0.489 loss_ce_1: 0.3718 loss_bbox_1: 0.2234 loss_giou_1: 0.3668 loss_ce_2: 0.2996 loss_bbox_2: 0.2009 loss_giou_2: 0.3352 loss_ce_3: 0.28 loss_bbox_3: 0.1893 loss_giou_3: 0.323 loss_ce_4: 0.2637 loss_bbox_4: 0.1841 loss_giou_4: 0.3166 time: 0.2801 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:11] d2.utils.events INFO: eta: 19:09:04 iter: 203259 total_loss: 5.687 loss_ce: 0.2686 loss_bbox: 0.1759 loss_giou: 0.3435 loss_ce_0: 0.4855 loss_bbox_0: 0.2995 loss_giou_0: 0.5252 loss_ce_1: 0.371 loss_bbox_1: 0.2145 loss_giou_1: 0.3942 loss_ce_2: 0.3291 loss_bbox_2: 0.1907 loss_giou_2: 0.3658 loss_ce_3: 0.2871 loss_bbox_3: 0.1835 loss_giou_3: 0.3532 loss_ce_4: 0.2613 loss_bbox_4: 0.1815 loss_giou_4: 0.3494 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:17] d2.utils.events INFO: eta: 19:08:44 iter: 203279 total_loss: 5.786 loss_ce: 0.294 loss_bbox: 0.1932 loss_giou: 0.3315 loss_ce_0: 0.4902 loss_bbox_0: 0.3346 loss_giou_0: 0.5068 loss_ce_1: 0.3882 loss_bbox_1: 0.234 loss_giou_1: 0.3862 loss_ce_2: 0.3347 loss_bbox_2: 0.2094 loss_giou_2: 0.3476 loss_ce_3: 0.3011 loss_bbox_3: 0.2019 loss_giou_3: 0.3382 loss_ce_4: 0.2957 loss_bbox_4: 0.1945 loss_giou_4: 0.336 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:22] d2.utils.events INFO: eta: 19:08:33 iter: 203299 total_loss: 5.624 loss_ce: 0.2783 loss_bbox: 0.1724 loss_giou: 0.3228 loss_ce_0: 0.4988 loss_bbox_0: 0.3021 loss_giou_0: 0.5021 loss_ce_1: 0.383 loss_bbox_1: 0.2073 loss_giou_1: 0.3763 loss_ce_2: 0.3182 loss_bbox_2: 0.1892 loss_giou_2: 0.3414 loss_ce_3: 0.2867 loss_bbox_3: 0.1826 loss_giou_3: 0.3306 loss_ce_4: 0.2905 loss_bbox_4: 0.1722 loss_giou_4: 0.3241 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:28] d2.utils.events INFO: eta: 19:08:15 iter: 203319 total_loss: 5.403 loss_ce: 0.273 loss_bbox: 0.1672 loss_giou: 0.3254 loss_ce_0: 0.466 loss_bbox_0: 0.2943 loss_giou_0: 0.5015 loss_ce_1: 0.3717 loss_bbox_1: 0.2016 loss_giou_1: 0.3766 loss_ce_2: 0.315 loss_bbox_2: 0.1834 loss_giou_2: 0.3461 loss_ce_3: 0.2822 loss_bbox_3: 0.1789 loss_giou_3: 0.3328 loss_ce_4: 0.2758 loss_bbox_4: 0.1689 loss_giou_4: 0.3264 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:34] d2.utils.events INFO: eta: 19:07:59 iter: 203339 total_loss: 5.666 loss_ce: 0.2936 loss_bbox: 0.1824 loss_giou: 0.3395 loss_ce_0: 0.502 loss_bbox_0: 0.3121 loss_giou_0: 0.5068 loss_ce_1: 0.3884 loss_bbox_1: 0.2178 loss_giou_1: 0.3722 loss_ce_2: 0.3306 loss_bbox_2: 0.1938 loss_giou_2: 0.3497 loss_ce_3: 0.3067 loss_bbox_3: 0.1868 loss_giou_3: 0.3435 loss_ce_4: 0.2925 loss_bbox_4: 0.1861 loss_giou_4: 0.3372 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:39] d2.utils.events INFO: eta: 19:07:47 iter: 203359 total_loss: 5.648 loss_ce: 0.2848 loss_bbox: 0.1798 loss_giou: 0.3377 loss_ce_0: 0.4896 loss_bbox_0: 0.3074 loss_giou_0: 0.5039 loss_ce_1: 0.3867 loss_bbox_1: 0.2213 loss_giou_1: 0.3842 loss_ce_2: 0.3096 loss_bbox_2: 0.2076 loss_giou_2: 0.3584 loss_ce_3: 0.2937 loss_bbox_3: 0.1888 loss_giou_3: 0.3452 loss_ce_4: 0.281 loss_bbox_4: 0.184 loss_giou_4: 0.3395 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:45] d2.utils.events INFO: eta: 19:07:46 iter: 203379 total_loss: 5.801 loss_ce: 0.2817 loss_bbox: 0.1767 loss_giou: 0.3431 loss_ce_0: 0.4969 loss_bbox_0: 0.3152 loss_giou_0: 0.5149 loss_ce_1: 0.4014 loss_bbox_1: 0.2135 loss_giou_1: 0.3946 loss_ce_2: 0.3233 loss_bbox_2: 0.1946 loss_giou_2: 0.3639 loss_ce_3: 0.306 loss_bbox_3: 0.1839 loss_giou_3: 0.3487 loss_ce_4: 0.2852 loss_bbox_4: 0.1789 loss_giou_4: 0.3454 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:50] d2.utils.events INFO: eta: 19:07:31 iter: 203399 total_loss: 5.774 loss_ce: 0.3074 loss_bbox: 0.174 loss_giou: 0.3414 loss_ce_0: 0.5227 loss_bbox_0: 0.2992 loss_giou_0: 0.5303 loss_ce_1: 0.4011 loss_bbox_1: 0.2043 loss_giou_1: 0.3943 loss_ce_2: 0.3488 loss_bbox_2: 0.1832 loss_giou_2: 0.3616 loss_ce_3: 0.3229 loss_bbox_3: 0.1795 loss_giou_3: 0.3497 loss_ce_4: 0.3047 loss_bbox_4: 0.1762 loss_giou_4: 0.3441 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 05:47:56] d2.utils.events INFO: eta: 19:07:30 iter: 203419 total_loss: 5.491 loss_ce: 0.2946 loss_bbox: 0.1751 loss_giou: 0.3201 loss_ce_0: 0.4817 loss_bbox_0: 0.3031 loss_giou_0: 0.5088 loss_ce_1: 0.3794 loss_bbox_1: 0.2119 loss_giou_1: 0.3709 loss_ce_2: 0.3213 loss_bbox_2: 0.1879 loss_giou_2: 0.3326 loss_ce_3: 0.2895 loss_bbox_3: 0.1839 loss_giou_3: 0.331 loss_ce_4: 0.2873 loss_bbox_4: 0.1808 loss_giou_4: 0.3237 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:02] d2.utils.events INFO: eta: 19:07:33 iter: 203439 total_loss: 5.647 loss_ce: 0.2792 loss_bbox: 0.2044 loss_giou: 0.3223 loss_ce_0: 0.4964 loss_bbox_0: 0.327 loss_giou_0: 0.5143 loss_ce_1: 0.4072 loss_bbox_1: 0.2384 loss_giou_1: 0.3681 loss_ce_2: 0.3447 loss_bbox_2: 0.2146 loss_giou_2: 0.338 loss_ce_3: 0.3081 loss_bbox_3: 0.2091 loss_giou_3: 0.3234 loss_ce_4: 0.2878 loss_bbox_4: 0.2088 loss_giou_4: 0.3239 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:07] d2.utils.events INFO: eta: 19:07:36 iter: 203459 total_loss: 5.57 loss_ce: 0.269 loss_bbox: 0.1813 loss_giou: 0.3274 loss_ce_0: 0.4794 loss_bbox_0: 0.3051 loss_giou_0: 0.4875 loss_ce_1: 0.3916 loss_bbox_1: 0.2098 loss_giou_1: 0.3762 loss_ce_2: 0.3222 loss_bbox_2: 0.1914 loss_giou_2: 0.3344 loss_ce_3: 0.289 loss_bbox_3: 0.183 loss_giou_3: 0.3321 loss_ce_4: 0.2747 loss_bbox_4: 0.1836 loss_giou_4: 0.3292 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:13] d2.utils.events INFO: eta: 19:07:51 iter: 203479 total_loss: 5.727 loss_ce: 0.2841 loss_bbox: 0.1913 loss_giou: 0.3371 loss_ce_0: 0.4912 loss_bbox_0: 0.3209 loss_giou_0: 0.5373 loss_ce_1: 0.3905 loss_bbox_1: 0.2217 loss_giou_1: 0.3868 loss_ce_2: 0.3329 loss_bbox_2: 0.2066 loss_giou_2: 0.3461 loss_ce_3: 0.3079 loss_bbox_3: 0.1972 loss_giou_3: 0.3446 loss_ce_4: 0.2944 loss_bbox_4: 0.1926 loss_giou_4: 0.3377 time: 0.2801 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:19] d2.utils.events INFO: eta: 19:07:13 iter: 203499 total_loss: 5.816 loss_ce: 0.2915 loss_bbox: 0.1903 loss_giou: 0.3397 loss_ce_0: 0.5124 loss_bbox_0: 0.3119 loss_giou_0: 0.5405 loss_ce_1: 0.3915 loss_bbox_1: 0.2098 loss_giou_1: 0.3982 loss_ce_2: 0.3357 loss_bbox_2: 0.1957 loss_giou_2: 0.3604 loss_ce_3: 0.307 loss_bbox_3: 0.1974 loss_giou_3: 0.3507 loss_ce_4: 0.291 loss_bbox_4: 0.195 loss_giou_4: 0.3441 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:24] d2.utils.events INFO: eta: 19:07:15 iter: 203519 total_loss: 5.739 loss_ce: 0.2954 loss_bbox: 0.1757 loss_giou: 0.3351 loss_ce_0: 0.5033 loss_bbox_0: 0.3101 loss_giou_0: 0.5081 loss_ce_1: 0.3893 loss_bbox_1: 0.2087 loss_giou_1: 0.3867 loss_ce_2: 0.3399 loss_bbox_2: 0.1851 loss_giou_2: 0.3519 loss_ce_3: 0.3079 loss_bbox_3: 0.1795 loss_giou_3: 0.3496 loss_ce_4: 0.2983 loss_bbox_4: 0.1774 loss_giou_4: 0.3419 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:30] d2.utils.events INFO: eta: 19:07:09 iter: 203539 total_loss: 5.89 loss_ce: 0.31 loss_bbox: 0.1758 loss_giou: 0.3542 loss_ce_0: 0.513 loss_bbox_0: 0.3063 loss_giou_0: 0.556 loss_ce_1: 0.4105 loss_bbox_1: 0.2056 loss_giou_1: 0.4077 loss_ce_2: 0.3515 loss_bbox_2: 0.1875 loss_giou_2: 0.3721 loss_ce_3: 0.3238 loss_bbox_3: 0.1848 loss_giou_3: 0.3623 loss_ce_4: 0.3149 loss_bbox_4: 0.1807 loss_giou_4: 0.356 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:36] d2.utils.events INFO: eta: 19:07:03 iter: 203559 total_loss: 5.653 loss_ce: 0.3033 loss_bbox: 0.1816 loss_giou: 0.3246 loss_ce_0: 0.4794 loss_bbox_0: 0.305 loss_giou_0: 0.5271 loss_ce_1: 0.3925 loss_bbox_1: 0.214 loss_giou_1: 0.3815 loss_ce_2: 0.3254 loss_bbox_2: 0.1949 loss_giou_2: 0.3485 loss_ce_3: 0.2978 loss_bbox_3: 0.1895 loss_giou_3: 0.3405 loss_ce_4: 0.2955 loss_bbox_4: 0.183 loss_giou_4: 0.3321 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:41] d2.utils.events INFO: eta: 19:07:03 iter: 203579 total_loss: 5.682 loss_ce: 0.2941 loss_bbox: 0.1881 loss_giou: 0.3439 loss_ce_0: 0.5038 loss_bbox_0: 0.3201 loss_giou_0: 0.5479 loss_ce_1: 0.4015 loss_bbox_1: 0.2196 loss_giou_1: 0.4001 loss_ce_2: 0.3386 loss_bbox_2: 0.1975 loss_giou_2: 0.3596 loss_ce_3: 0.3145 loss_bbox_3: 0.1933 loss_giou_3: 0.3511 loss_ce_4: 0.2979 loss_bbox_4: 0.1882 loss_giou_4: 0.3454 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:47] d2.utils.events INFO: eta: 19:06:52 iter: 203599 total_loss: 5.521 loss_ce: 0.2968 loss_bbox: 0.1923 loss_giou: 0.3263 loss_ce_0: 0.4905 loss_bbox_0: 0.3206 loss_giou_0: 0.5135 loss_ce_1: 0.3941 loss_bbox_1: 0.2252 loss_giou_1: 0.3689 loss_ce_2: 0.3356 loss_bbox_2: 0.2004 loss_giou_2: 0.3349 loss_ce_3: 0.3057 loss_bbox_3: 0.1909 loss_giou_3: 0.3276 loss_ce_4: 0.2969 loss_bbox_4: 0.1872 loss_giou_4: 0.3273 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:53] d2.utils.events INFO: eta: 19:07:16 iter: 203619 total_loss: 5.524 loss_ce: 0.2798 loss_bbox: 0.1975 loss_giou: 0.3331 loss_ce_0: 0.4985 loss_bbox_0: 0.3386 loss_giou_0: 0.504 loss_ce_1: 0.3897 loss_bbox_1: 0.2248 loss_giou_1: 0.3744 loss_ce_2: 0.3263 loss_bbox_2: 0.2123 loss_giou_2: 0.3475 loss_ce_3: 0.2929 loss_bbox_3: 0.2028 loss_giou_3: 0.3309 loss_ce_4: 0.2898 loss_bbox_4: 0.2009 loss_giou_4: 0.335 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 05:48:58] d2.utils.events INFO: eta: 19:07:53 iter: 203639 total_loss: 5.755 loss_ce: 0.2886 loss_bbox: 0.1796 loss_giou: 0.344 loss_ce_0: 0.4918 loss_bbox_0: 0.312 loss_giou_0: 0.5314 loss_ce_1: 0.3812 loss_bbox_1: 0.2149 loss_giou_1: 0.3939 loss_ce_2: 0.3129 loss_bbox_2: 0.1925 loss_giou_2: 0.3677 loss_ce_3: 0.2946 loss_bbox_3: 0.1883 loss_giou_3: 0.3523 loss_ce_4: 0.2956 loss_bbox_4: 0.182 loss_giou_4: 0.3485 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:04] d2.utils.events INFO: eta: 19:08:13 iter: 203659 total_loss: 5.772 loss_ce: 0.3084 loss_bbox: 0.1726 loss_giou: 0.3313 loss_ce_0: 0.5042 loss_bbox_0: 0.3152 loss_giou_0: 0.5403 loss_ce_1: 0.4068 loss_bbox_1: 0.2066 loss_giou_1: 0.3908 loss_ce_2: 0.3553 loss_bbox_2: 0.1877 loss_giou_2: 0.3492 loss_ce_3: 0.3157 loss_bbox_3: 0.1744 loss_giou_3: 0.3378 loss_ce_4: 0.3087 loss_bbox_4: 0.1717 loss_giou_4: 0.3332 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:10] d2.utils.events INFO: eta: 19:08:18 iter: 203679 total_loss: 5.774 loss_ce: 0.3083 loss_bbox: 0.1919 loss_giou: 0.3432 loss_ce_0: 0.4994 loss_bbox_0: 0.3413 loss_giou_0: 0.5325 loss_ce_1: 0.4014 loss_bbox_1: 0.22 loss_giou_1: 0.3879 loss_ce_2: 0.3432 loss_bbox_2: 0.1994 loss_giou_2: 0.3613 loss_ce_3: 0.3191 loss_bbox_3: 0.2005 loss_giou_3: 0.3548 loss_ce_4: 0.3037 loss_bbox_4: 0.1957 loss_giou_4: 0.3538 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:15] d2.utils.events INFO: eta: 19:08:02 iter: 203699 total_loss: 5.604 loss_ce: 0.2877 loss_bbox: 0.1753 loss_giou: 0.3316 loss_ce_0: 0.4943 loss_bbox_0: 0.3081 loss_giou_0: 0.5103 loss_ce_1: 0.3885 loss_bbox_1: 0.2092 loss_giou_1: 0.3784 loss_ce_2: 0.3202 loss_bbox_2: 0.1915 loss_giou_2: 0.3452 loss_ce_3: 0.2943 loss_bbox_3: 0.1853 loss_giou_3: 0.3392 loss_ce_4: 0.2944 loss_bbox_4: 0.1779 loss_giou_4: 0.333 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:21] d2.utils.events INFO: eta: 19:07:36 iter: 203719 total_loss: 5.585 loss_ce: 0.2758 loss_bbox: 0.1802 loss_giou: 0.3357 loss_ce_0: 0.4912 loss_bbox_0: 0.3099 loss_giou_0: 0.5376 loss_ce_1: 0.3747 loss_bbox_1: 0.2121 loss_giou_1: 0.3793 loss_ce_2: 0.3306 loss_bbox_2: 0.1927 loss_giou_2: 0.3437 loss_ce_3: 0.2926 loss_bbox_3: 0.1821 loss_giou_3: 0.337 loss_ce_4: 0.2808 loss_bbox_4: 0.1847 loss_giou_4: 0.3376 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:27] d2.utils.events INFO: eta: 19:07:15 iter: 203739 total_loss: 5.56 loss_ce: 0.2696 loss_bbox: 0.1761 loss_giou: 0.3437 loss_ce_0: 0.4823 loss_bbox_0: 0.2974 loss_giou_0: 0.5109 loss_ce_1: 0.3736 loss_bbox_1: 0.2071 loss_giou_1: 0.39 loss_ce_2: 0.3136 loss_bbox_2: 0.1883 loss_giou_2: 0.3598 loss_ce_3: 0.2792 loss_bbox_3: 0.179 loss_giou_3: 0.3546 loss_ce_4: 0.2716 loss_bbox_4: 0.1794 loss_giou_4: 0.3453 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:32] d2.utils.events INFO: eta: 19:06:37 iter: 203759 total_loss: 5.722 loss_ce: 0.3045 loss_bbox: 0.1811 loss_giou: 0.3213 loss_ce_0: 0.5183 loss_bbox_0: 0.3141 loss_giou_0: 0.4924 loss_ce_1: 0.419 loss_bbox_1: 0.2244 loss_giou_1: 0.3756 loss_ce_2: 0.3353 loss_bbox_2: 0.2021 loss_giou_2: 0.3371 loss_ce_3: 0.3114 loss_bbox_3: 0.1903 loss_giou_3: 0.331 loss_ce_4: 0.3069 loss_bbox_4: 0.1848 loss_giou_4: 0.3241 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:38] d2.utils.events INFO: eta: 19:06:59 iter: 203779 total_loss: 5.572 loss_ce: 0.2855 loss_bbox: 0.1736 loss_giou: 0.3145 loss_ce_0: 0.4786 loss_bbox_0: 0.3072 loss_giou_0: 0.51 loss_ce_1: 0.3774 loss_bbox_1: 0.2139 loss_giou_1: 0.3697 loss_ce_2: 0.3215 loss_bbox_2: 0.1922 loss_giou_2: 0.331 loss_ce_3: 0.2894 loss_bbox_3: 0.1829 loss_giou_3: 0.3236 loss_ce_4: 0.28 loss_bbox_4: 0.1781 loss_giou_4: 0.3154 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:43] d2.utils.events INFO: eta: 19:06:46 iter: 203799 total_loss: 5.747 loss_ce: 0.2942 loss_bbox: 0.189 loss_giou: 0.3408 loss_ce_0: 0.5087 loss_bbox_0: 0.3256 loss_giou_0: 0.5267 loss_ce_1: 0.4015 loss_bbox_1: 0.2284 loss_giou_1: 0.3991 loss_ce_2: 0.3397 loss_bbox_2: 0.2064 loss_giou_2: 0.3642 loss_ce_3: 0.3075 loss_bbox_3: 0.1984 loss_giou_3: 0.35 loss_ce_4: 0.2946 loss_bbox_4: 0.195 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:49] d2.utils.events INFO: eta: 19:06:08 iter: 203819 total_loss: 5.928 loss_ce: 0.3047 loss_bbox: 0.1967 loss_giou: 0.3429 loss_ce_0: 0.511 loss_bbox_0: 0.3217 loss_giou_0: 0.537 loss_ce_1: 0.413 loss_bbox_1: 0.2272 loss_giou_1: 0.3979 loss_ce_2: 0.3489 loss_bbox_2: 0.213 loss_giou_2: 0.3718 loss_ce_3: 0.3126 loss_bbox_3: 0.2018 loss_giou_3: 0.3626 loss_ce_4: 0.3081 loss_bbox_4: 0.1994 loss_giou_4: 0.3509 time: 0.2801 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 05:49:55] d2.utils.events INFO: eta: 19:06:10 iter: 203839 total_loss: 6.057 loss_ce: 0.303 loss_bbox: 0.1805 loss_giou: 0.3675 loss_ce_0: 0.503 loss_bbox_0: 0.3119 loss_giou_0: 0.5527 loss_ce_1: 0.3972 loss_bbox_1: 0.2123 loss_giou_1: 0.4227 loss_ce_2: 0.3445 loss_bbox_2: 0.1945 loss_giou_2: 0.3879 loss_ce_3: 0.3176 loss_bbox_3: 0.1889 loss_giou_3: 0.3757 loss_ce_4: 0.303 loss_bbox_4: 0.1899 loss_giou_4: 0.3649 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:00] d2.utils.events INFO: eta: 19:05:21 iter: 203859 total_loss: 5.47 loss_ce: 0.2987 loss_bbox: 0.1817 loss_giou: 0.3179 loss_ce_0: 0.4882 loss_bbox_0: 0.3005 loss_giou_0: 0.4905 loss_ce_1: 0.3792 loss_bbox_1: 0.2064 loss_giou_1: 0.3595 loss_ce_2: 0.3228 loss_bbox_2: 0.189 loss_giou_2: 0.3376 loss_ce_3: 0.2992 loss_bbox_3: 0.1843 loss_giou_3: 0.3295 loss_ce_4: 0.2948 loss_bbox_4: 0.1818 loss_giou_4: 0.3229 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:06] d2.utils.events INFO: eta: 19:05:44 iter: 203879 total_loss: 5.677 loss_ce: 0.2924 loss_bbox: 0.191 loss_giou: 0.3178 loss_ce_0: 0.4943 loss_bbox_0: 0.3141 loss_giou_0: 0.5047 loss_ce_1: 0.3986 loss_bbox_1: 0.2115 loss_giou_1: 0.3675 loss_ce_2: 0.3326 loss_bbox_2: 0.1935 loss_giou_2: 0.3349 loss_ce_3: 0.3054 loss_bbox_3: 0.1875 loss_giou_3: 0.3232 loss_ce_4: 0.2928 loss_bbox_4: 0.1909 loss_giou_4: 0.3198 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:11] d2.utils.events INFO: eta: 19:05:39 iter: 203899 total_loss: 5.606 loss_ce: 0.2821 loss_bbox: 0.1978 loss_giou: 0.3444 loss_ce_0: 0.4913 loss_bbox_0: 0.3149 loss_giou_0: 0.5112 loss_ce_1: 0.3948 loss_bbox_1: 0.215 loss_giou_1: 0.3782 loss_ce_2: 0.3296 loss_bbox_2: 0.1928 loss_giou_2: 0.3574 loss_ce_3: 0.2924 loss_bbox_3: 0.1926 loss_giou_3: 0.3508 loss_ce_4: 0.2792 loss_bbox_4: 0.1865 loss_giou_4: 0.3494 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:17] d2.utils.events INFO: eta: 19:06:13 iter: 203919 total_loss: 5.541 loss_ce: 0.2855 loss_bbox: 0.1752 loss_giou: 0.3267 loss_ce_0: 0.4956 loss_bbox_0: 0.3166 loss_giou_0: 0.5143 loss_ce_1: 0.3928 loss_bbox_1: 0.2135 loss_giou_1: 0.3712 loss_ce_2: 0.3404 loss_bbox_2: 0.1938 loss_giou_2: 0.3426 loss_ce_3: 0.3005 loss_bbox_3: 0.1821 loss_giou_3: 0.3336 loss_ce_4: 0.294 loss_bbox_4: 0.1769 loss_giou_4: 0.3317 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:23] d2.utils.events INFO: eta: 19:06:15 iter: 203939 total_loss: 6.095 loss_ce: 0.3038 loss_bbox: 0.1896 loss_giou: 0.3405 loss_ce_0: 0.5023 loss_bbox_0: 0.3237 loss_giou_0: 0.5388 loss_ce_1: 0.395 loss_bbox_1: 0.2264 loss_giou_1: 0.3898 loss_ce_2: 0.3288 loss_bbox_2: 0.2002 loss_giou_2: 0.3631 loss_ce_3: 0.3075 loss_bbox_3: 0.2037 loss_giou_3: 0.3448 loss_ce_4: 0.304 loss_bbox_4: 0.194 loss_giou_4: 0.3463 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:28] d2.utils.events INFO: eta: 19:06:09 iter: 203959 total_loss: 5.616 loss_ce: 0.279 loss_bbox: 0.1773 loss_giou: 0.3411 loss_ce_0: 0.487 loss_bbox_0: 0.3162 loss_giou_0: 0.5161 loss_ce_1: 0.385 loss_bbox_1: 0.2179 loss_giou_1: 0.3875 loss_ce_2: 0.3223 loss_bbox_2: 0.1969 loss_giou_2: 0.3562 loss_ce_3: 0.2877 loss_bbox_3: 0.1877 loss_giou_3: 0.3457 loss_ce_4: 0.2802 loss_bbox_4: 0.1867 loss_giou_4: 0.3418 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:34] d2.utils.events INFO: eta: 19:05:56 iter: 203979 total_loss: 5.79 loss_ce: 0.3007 loss_bbox: 0.1792 loss_giou: 0.3437 loss_ce_0: 0.5023 loss_bbox_0: 0.313 loss_giou_0: 0.5456 loss_ce_1: 0.4002 loss_bbox_1: 0.2067 loss_giou_1: 0.3914 loss_ce_2: 0.3321 loss_bbox_2: 0.1928 loss_giou_2: 0.3608 loss_ce_3: 0.312 loss_bbox_3: 0.1853 loss_giou_3: 0.3505 loss_ce_4: 0.2995 loss_bbox_4: 0.1816 loss_giou_4: 0.3455 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:40] d2.utils.events INFO: eta: 19:06:02 iter: 203999 total_loss: 5.923 loss_ce: 0.2901 loss_bbox: 0.187 loss_giou: 0.3701 loss_ce_0: 0.5112 loss_bbox_0: 0.3073 loss_giou_0: 0.5251 loss_ce_1: 0.3947 loss_bbox_1: 0.216 loss_giou_1: 0.4165 loss_ce_2: 0.3353 loss_bbox_2: 0.2012 loss_giou_2: 0.39 loss_ce_3: 0.3034 loss_bbox_3: 0.1946 loss_giou_3: 0.3741 loss_ce_4: 0.2882 loss_bbox_4: 0.1879 loss_giou_4: 0.3716 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:46] d2.utils.events INFO: eta: 19:06:37 iter: 204019 total_loss: 5.552 loss_ce: 0.2635 loss_bbox: 0.1839 loss_giou: 0.3288 loss_ce_0: 0.4764 loss_bbox_0: 0.3169 loss_giou_0: 0.5246 loss_ce_1: 0.359 loss_bbox_1: 0.2152 loss_giou_1: 0.3842 loss_ce_2: 0.3012 loss_bbox_2: 0.201 loss_giou_2: 0.3559 loss_ce_3: 0.2754 loss_bbox_3: 0.195 loss_giou_3: 0.3374 loss_ce_4: 0.2569 loss_bbox_4: 0.1862 loss_giou_4: 0.3322 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:51] d2.utils.events INFO: eta: 19:06:38 iter: 204039 total_loss: 5.767 loss_ce: 0.2937 loss_bbox: 0.1768 loss_giou: 0.3647 loss_ce_0: 0.5056 loss_bbox_0: 0.3114 loss_giou_0: 0.5999 loss_ce_1: 0.4049 loss_bbox_1: 0.213 loss_giou_1: 0.4275 loss_ce_2: 0.331 loss_bbox_2: 0.189 loss_giou_2: 0.3916 loss_ce_3: 0.3118 loss_bbox_3: 0.186 loss_giou_3: 0.3812 loss_ce_4: 0.2978 loss_bbox_4: 0.1806 loss_giou_4: 0.3699 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 05:50:57] d2.utils.events INFO: eta: 19:06:35 iter: 204059 total_loss: 5.698 loss_ce: 0.2932 loss_bbox: 0.1932 loss_giou: 0.3189 loss_ce_0: 0.5036 loss_bbox_0: 0.3173 loss_giou_0: 0.477 loss_ce_1: 0.4003 loss_bbox_1: 0.2315 loss_giou_1: 0.3614 loss_ce_2: 0.3368 loss_bbox_2: 0.2088 loss_giou_2: 0.3347 loss_ce_3: 0.3034 loss_bbox_3: 0.2063 loss_giou_3: 0.3273 loss_ce_4: 0.2951 loss_bbox_4: 0.1945 loss_giou_4: 0.3221 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:03] d2.utils.events INFO: eta: 19:06:21 iter: 204079 total_loss: 5.918 loss_ce: 0.2928 loss_bbox: 0.1829 loss_giou: 0.362 loss_ce_0: 0.4843 loss_bbox_0: 0.3076 loss_giou_0: 0.537 loss_ce_1: 0.3872 loss_bbox_1: 0.2277 loss_giou_1: 0.4051 loss_ce_2: 0.3297 loss_bbox_2: 0.2066 loss_giou_2: 0.3688 loss_ce_3: 0.294 loss_bbox_3: 0.1892 loss_giou_3: 0.3629 loss_ce_4: 0.2904 loss_bbox_4: 0.1827 loss_giou_4: 0.357 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:08] d2.utils.events INFO: eta: 19:06:29 iter: 204099 total_loss: 5.642 loss_ce: 0.2622 loss_bbox: 0.1908 loss_giou: 0.3423 loss_ce_0: 0.472 loss_bbox_0: 0.309 loss_giou_0: 0.5128 loss_ce_1: 0.3733 loss_bbox_1: 0.2255 loss_giou_1: 0.3933 loss_ce_2: 0.3115 loss_bbox_2: 0.1999 loss_giou_2: 0.3653 loss_ce_3: 0.2852 loss_bbox_3: 0.1986 loss_giou_3: 0.3535 loss_ce_4: 0.2686 loss_bbox_4: 0.1939 loss_giou_4: 0.3487 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:14] d2.utils.events INFO: eta: 19:06:24 iter: 204119 total_loss: 5.532 loss_ce: 0.2721 loss_bbox: 0.1906 loss_giou: 0.3456 loss_ce_0: 0.49 loss_bbox_0: 0.3106 loss_giou_0: 0.5371 loss_ce_1: 0.3722 loss_bbox_1: 0.2252 loss_giou_1: 0.3927 loss_ce_2: 0.3224 loss_bbox_2: 0.2081 loss_giou_2: 0.3635 loss_ce_3: 0.2925 loss_bbox_3: 0.1952 loss_giou_3: 0.3529 loss_ce_4: 0.2725 loss_bbox_4: 0.1938 loss_giou_4: 0.3493 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:20] d2.utils.events INFO: eta: 19:06:23 iter: 204139 total_loss: 5.762 loss_ce: 0.295 loss_bbox: 0.1969 loss_giou: 0.3532 loss_ce_0: 0.5059 loss_bbox_0: 0.3271 loss_giou_0: 0.5184 loss_ce_1: 0.4023 loss_bbox_1: 0.2311 loss_giou_1: 0.3995 loss_ce_2: 0.338 loss_bbox_2: 0.2131 loss_giou_2: 0.3632 loss_ce_3: 0.3121 loss_bbox_3: 0.2056 loss_giou_3: 0.358 loss_ce_4: 0.2992 loss_bbox_4: 0.1999 loss_giou_4: 0.3585 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:25] d2.utils.events INFO: eta: 19:06:37 iter: 204159 total_loss: 5.595 loss_ce: 0.2963 loss_bbox: 0.1857 loss_giou: 0.3288 loss_ce_0: 0.5002 loss_bbox_0: 0.3228 loss_giou_0: 0.499 loss_ce_1: 0.3935 loss_bbox_1: 0.221 loss_giou_1: 0.3719 loss_ce_2: 0.3397 loss_bbox_2: 0.1972 loss_giou_2: 0.3463 loss_ce_3: 0.3082 loss_bbox_3: 0.1878 loss_giou_3: 0.3389 loss_ce_4: 0.3007 loss_bbox_4: 0.1865 loss_giou_4: 0.332 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:31] d2.utils.events INFO: eta: 19:07:47 iter: 204179 total_loss: 5.611 loss_ce: 0.282 loss_bbox: 0.1839 loss_giou: 0.3455 loss_ce_0: 0.4845 loss_bbox_0: 0.3099 loss_giou_0: 0.5362 loss_ce_1: 0.3738 loss_bbox_1: 0.2136 loss_giou_1: 0.4029 loss_ce_2: 0.3156 loss_bbox_2: 0.1914 loss_giou_2: 0.3653 loss_ce_3: 0.2888 loss_bbox_3: 0.1849 loss_giou_3: 0.3522 loss_ce_4: 0.2832 loss_bbox_4: 0.1848 loss_giou_4: 0.351 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:37] d2.utils.events INFO: eta: 19:07:16 iter: 204199 total_loss: 5.799 loss_ce: 0.2914 loss_bbox: 0.1895 loss_giou: 0.3344 loss_ce_0: 0.4928 loss_bbox_0: 0.3102 loss_giou_0: 0.5117 loss_ce_1: 0.3962 loss_bbox_1: 0.2196 loss_giou_1: 0.3746 loss_ce_2: 0.3249 loss_bbox_2: 0.2023 loss_giou_2: 0.3504 loss_ce_3: 0.3002 loss_bbox_3: 0.1932 loss_giou_3: 0.3426 loss_ce_4: 0.2907 loss_bbox_4: 0.1901 loss_giou_4: 0.3337 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:42] d2.utils.events INFO: eta: 19:07:33 iter: 204219 total_loss: 5.7 loss_ce: 0.2984 loss_bbox: 0.1767 loss_giou: 0.3435 loss_ce_0: 0.5094 loss_bbox_0: 0.3123 loss_giou_0: 0.5378 loss_ce_1: 0.4 loss_bbox_1: 0.2089 loss_giou_1: 0.3985 loss_ce_2: 0.3353 loss_bbox_2: 0.1896 loss_giou_2: 0.3646 loss_ce_3: 0.3129 loss_bbox_3: 0.1841 loss_giou_3: 0.3532 loss_ce_4: 0.2997 loss_bbox_4: 0.1779 loss_giou_4: 0.3431 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:48] d2.utils.events INFO: eta: 19:07:32 iter: 204239 total_loss: 5.951 loss_ce: 0.3107 loss_bbox: 0.1945 loss_giou: 0.3485 loss_ce_0: 0.5224 loss_bbox_0: 0.3191 loss_giou_0: 0.5443 loss_ce_1: 0.4027 loss_bbox_1: 0.2216 loss_giou_1: 0.4004 loss_ce_2: 0.3349 loss_bbox_2: 0.2044 loss_giou_2: 0.3644 loss_ce_3: 0.3169 loss_bbox_3: 0.199 loss_giou_3: 0.3525 loss_ce_4: 0.3111 loss_bbox_4: 0.1955 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:54] d2.utils.events INFO: eta: 19:06:59 iter: 204259 total_loss: 5.9 loss_ce: 0.3088 loss_bbox: 0.1833 loss_giou: 0.3417 loss_ce_0: 0.4985 loss_bbox_0: 0.322 loss_giou_0: 0.5083 loss_ce_1: 0.3975 loss_bbox_1: 0.2136 loss_giou_1: 0.3877 loss_ce_2: 0.3448 loss_bbox_2: 0.1941 loss_giou_2: 0.3566 loss_ce_3: 0.3098 loss_bbox_3: 0.1882 loss_giou_3: 0.3431 loss_ce_4: 0.3023 loss_bbox_4: 0.1878 loss_giou_4: 0.3438 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 05:51:59] d2.utils.events INFO: eta: 19:07:03 iter: 204279 total_loss: 5.753 loss_ce: 0.2959 loss_bbox: 0.1795 loss_giou: 0.3551 loss_ce_0: 0.5051 loss_bbox_0: 0.3158 loss_giou_0: 0.5275 loss_ce_1: 0.4006 loss_bbox_1: 0.2205 loss_giou_1: 0.3998 loss_ce_2: 0.3412 loss_bbox_2: 0.1957 loss_giou_2: 0.3714 loss_ce_3: 0.3161 loss_bbox_3: 0.188 loss_giou_3: 0.3647 loss_ce_4: 0.2987 loss_bbox_4: 0.1865 loss_giou_4: 0.3604 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:05] d2.utils.events INFO: eta: 19:06:58 iter: 204299 total_loss: 5.593 loss_ce: 0.2672 loss_bbox: 0.1832 loss_giou: 0.3184 loss_ce_0: 0.4958 loss_bbox_0: 0.3172 loss_giou_0: 0.5201 loss_ce_1: 0.3733 loss_bbox_1: 0.2187 loss_giou_1: 0.378 loss_ce_2: 0.302 loss_bbox_2: 0.1943 loss_giou_2: 0.3364 loss_ce_3: 0.2898 loss_bbox_3: 0.1872 loss_giou_3: 0.3249 loss_ce_4: 0.2785 loss_bbox_4: 0.1838 loss_giou_4: 0.3186 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:11] d2.utils.events INFO: eta: 19:06:58 iter: 204319 total_loss: 5.847 loss_ce: 0.291 loss_bbox: 0.1865 loss_giou: 0.3578 loss_ce_0: 0.4941 loss_bbox_0: 0.3105 loss_giou_0: 0.5502 loss_ce_1: 0.3811 loss_bbox_1: 0.2108 loss_giou_1: 0.409 loss_ce_2: 0.3292 loss_bbox_2: 0.1945 loss_giou_2: 0.3763 loss_ce_3: 0.3151 loss_bbox_3: 0.195 loss_giou_3: 0.3674 loss_ce_4: 0.2972 loss_bbox_4: 0.187 loss_giou_4: 0.358 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:16] d2.utils.events INFO: eta: 19:07:08 iter: 204339 total_loss: 5.51 loss_ce: 0.2838 loss_bbox: 0.1783 loss_giou: 0.3233 loss_ce_0: 0.4876 loss_bbox_0: 0.2963 loss_giou_0: 0.5046 loss_ce_1: 0.3996 loss_bbox_1: 0.2112 loss_giou_1: 0.3687 loss_ce_2: 0.334 loss_bbox_2: 0.1822 loss_giou_2: 0.3372 loss_ce_3: 0.3073 loss_bbox_3: 0.1763 loss_giou_3: 0.3266 loss_ce_4: 0.2905 loss_bbox_4: 0.1718 loss_giou_4: 0.3281 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:22] d2.utils.events INFO: eta: 19:06:58 iter: 204359 total_loss: 5.66 loss_ce: 0.2749 loss_bbox: 0.1864 loss_giou: 0.3594 loss_ce_0: 0.4863 loss_bbox_0: 0.3154 loss_giou_0: 0.5301 loss_ce_1: 0.3798 loss_bbox_1: 0.2097 loss_giou_1: 0.3997 loss_ce_2: 0.3328 loss_bbox_2: 0.1948 loss_giou_2: 0.3815 loss_ce_3: 0.3001 loss_bbox_3: 0.1912 loss_giou_3: 0.3687 loss_ce_4: 0.2887 loss_bbox_4: 0.1881 loss_giou_4: 0.3611 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:28] d2.utils.events INFO: eta: 19:06:52 iter: 204379 total_loss: 5.768 loss_ce: 0.2733 loss_bbox: 0.1873 loss_giou: 0.3196 loss_ce_0: 0.4808 loss_bbox_0: 0.3154 loss_giou_0: 0.5108 loss_ce_1: 0.3751 loss_bbox_1: 0.2104 loss_giou_1: 0.361 loss_ce_2: 0.319 loss_bbox_2: 0.1939 loss_giou_2: 0.3421 loss_ce_3: 0.2906 loss_bbox_3: 0.1863 loss_giou_3: 0.3234 loss_ce_4: 0.2665 loss_bbox_4: 0.1834 loss_giou_4: 0.3223 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:33] d2.utils.events INFO: eta: 19:07:12 iter: 204399 total_loss: 5.635 loss_ce: 0.2855 loss_bbox: 0.1789 loss_giou: 0.3379 loss_ce_0: 0.491 loss_bbox_0: 0.3115 loss_giou_0: 0.5301 loss_ce_1: 0.3852 loss_bbox_1: 0.2194 loss_giou_1: 0.3863 loss_ce_2: 0.332 loss_bbox_2: 0.194 loss_giou_2: 0.3488 loss_ce_3: 0.2991 loss_bbox_3: 0.1841 loss_giou_3: 0.3521 loss_ce_4: 0.2831 loss_bbox_4: 0.1821 loss_giou_4: 0.3462 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:39] d2.utils.events INFO: eta: 19:07:24 iter: 204419 total_loss: 5.669 loss_ce: 0.2886 loss_bbox: 0.1865 loss_giou: 0.313 loss_ce_0: 0.4889 loss_bbox_0: 0.3127 loss_giou_0: 0.4969 loss_ce_1: 0.3743 loss_bbox_1: 0.2143 loss_giou_1: 0.3534 loss_ce_2: 0.3178 loss_bbox_2: 0.2044 loss_giou_2: 0.3304 loss_ce_3: 0.291 loss_bbox_3: 0.1923 loss_giou_3: 0.3243 loss_ce_4: 0.2837 loss_bbox_4: 0.1901 loss_giou_4: 0.3184 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:45] d2.utils.events INFO: eta: 19:07:01 iter: 204439 total_loss: 5.406 loss_ce: 0.2861 loss_bbox: 0.1779 loss_giou: 0.338 loss_ce_0: 0.4802 loss_bbox_0: 0.2893 loss_giou_0: 0.5149 loss_ce_1: 0.3658 loss_bbox_1: 0.2142 loss_giou_1: 0.3822 loss_ce_2: 0.3129 loss_bbox_2: 0.1947 loss_giou_2: 0.3527 loss_ce_3: 0.2951 loss_bbox_3: 0.1832 loss_giou_3: 0.3454 loss_ce_4: 0.2857 loss_bbox_4: 0.1818 loss_giou_4: 0.3404 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:50] d2.utils.events INFO: eta: 19:07:22 iter: 204459 total_loss: 5.801 loss_ce: 0.2903 loss_bbox: 0.1842 loss_giou: 0.3508 loss_ce_0: 0.4903 loss_bbox_0: 0.2969 loss_giou_0: 0.5257 loss_ce_1: 0.3875 loss_bbox_1: 0.1995 loss_giou_1: 0.3989 loss_ce_2: 0.3293 loss_bbox_2: 0.1889 loss_giou_2: 0.3788 loss_ce_3: 0.2968 loss_bbox_3: 0.1827 loss_giou_3: 0.3623 loss_ce_4: 0.298 loss_bbox_4: 0.1833 loss_giou_4: 0.3539 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 05:52:56] d2.utils.events INFO: eta: 19:07:20 iter: 204479 total_loss: 5.725 loss_ce: 0.2915 loss_bbox: 0.1922 loss_giou: 0.3517 loss_ce_0: 0.4925 loss_bbox_0: 0.3022 loss_giou_0: 0.5345 loss_ce_1: 0.3788 loss_bbox_1: 0.2129 loss_giou_1: 0.3949 loss_ce_2: 0.3263 loss_bbox_2: 0.2009 loss_giou_2: 0.3688 loss_ce_3: 0.2981 loss_bbox_3: 0.1956 loss_giou_3: 0.3608 loss_ce_4: 0.2904 loss_bbox_4: 0.1958 loss_giou_4: 0.3497 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:02] d2.utils.events INFO: eta: 19:07:23 iter: 204499 total_loss: 5.502 loss_ce: 0.2841 loss_bbox: 0.1828 loss_giou: 0.3164 loss_ce_0: 0.4903 loss_bbox_0: 0.303 loss_giou_0: 0.4858 loss_ce_1: 0.3879 loss_bbox_1: 0.2108 loss_giou_1: 0.3545 loss_ce_2: 0.3225 loss_bbox_2: 0.1956 loss_giou_2: 0.3331 loss_ce_3: 0.2946 loss_bbox_3: 0.1899 loss_giou_3: 0.3245 loss_ce_4: 0.2799 loss_bbox_4: 0.1891 loss_giou_4: 0.3216 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:07] d2.utils.events INFO: eta: 19:07:05 iter: 204519 total_loss: 5.566 loss_ce: 0.2838 loss_bbox: 0.1864 loss_giou: 0.3482 loss_ce_0: 0.4905 loss_bbox_0: 0.3081 loss_giou_0: 0.5213 loss_ce_1: 0.3852 loss_bbox_1: 0.2188 loss_giou_1: 0.3886 loss_ce_2: 0.3244 loss_bbox_2: 0.201 loss_giou_2: 0.3673 loss_ce_3: 0.2935 loss_bbox_3: 0.1936 loss_giou_3: 0.3544 loss_ce_4: 0.2888 loss_bbox_4: 0.1901 loss_giou_4: 0.3516 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:13] d2.utils.events INFO: eta: 19:06:59 iter: 204539 total_loss: 5.619 loss_ce: 0.2789 loss_bbox: 0.1854 loss_giou: 0.3164 loss_ce_0: 0.5036 loss_bbox_0: 0.3079 loss_giou_0: 0.4846 loss_ce_1: 0.3781 loss_bbox_1: 0.2136 loss_giou_1: 0.3496 loss_ce_2: 0.3103 loss_bbox_2: 0.1953 loss_giou_2: 0.3207 loss_ce_3: 0.2937 loss_bbox_3: 0.1938 loss_giou_3: 0.321 loss_ce_4: 0.2869 loss_bbox_4: 0.1872 loss_giou_4: 0.3212 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:19] d2.utils.events INFO: eta: 19:06:54 iter: 204559 total_loss: 5.659 loss_ce: 0.2923 loss_bbox: 0.1847 loss_giou: 0.3382 loss_ce_0: 0.4982 loss_bbox_0: 0.3205 loss_giou_0: 0.5233 loss_ce_1: 0.3834 loss_bbox_1: 0.2293 loss_giou_1: 0.3897 loss_ce_2: 0.3274 loss_bbox_2: 0.2012 loss_giou_2: 0.3644 loss_ce_3: 0.2985 loss_bbox_3: 0.1868 loss_giou_3: 0.358 loss_ce_4: 0.29 loss_bbox_4: 0.187 loss_giou_4: 0.3443 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:25] d2.utils.events INFO: eta: 19:06:48 iter: 204579 total_loss: 5.847 loss_ce: 0.2972 loss_bbox: 0.2014 loss_giou: 0.3419 loss_ce_0: 0.5175 loss_bbox_0: 0.33 loss_giou_0: 0.5146 loss_ce_1: 0.4037 loss_bbox_1: 0.2317 loss_giou_1: 0.3879 loss_ce_2: 0.3441 loss_bbox_2: 0.2118 loss_giou_2: 0.3574 loss_ce_3: 0.3115 loss_bbox_3: 0.2047 loss_giou_3: 0.3481 loss_ce_4: 0.3034 loss_bbox_4: 0.204 loss_giou_4: 0.3406 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:30] d2.utils.events INFO: eta: 19:06:49 iter: 204599 total_loss: 5.592 loss_ce: 0.2848 loss_bbox: 0.1646 loss_giou: 0.3489 loss_ce_0: 0.4936 loss_bbox_0: 0.3036 loss_giou_0: 0.5442 loss_ce_1: 0.3976 loss_bbox_1: 0.2041 loss_giou_1: 0.4031 loss_ce_2: 0.3237 loss_bbox_2: 0.1763 loss_giou_2: 0.3653 loss_ce_3: 0.2992 loss_bbox_3: 0.171 loss_giou_3: 0.3483 loss_ce_4: 0.2838 loss_bbox_4: 0.1695 loss_giou_4: 0.3514 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:36] d2.utils.events INFO: eta: 19:06:34 iter: 204619 total_loss: 5.708 loss_ce: 0.3027 loss_bbox: 0.1977 loss_giou: 0.3427 loss_ce_0: 0.4929 loss_bbox_0: 0.308 loss_giou_0: 0.5118 loss_ce_1: 0.394 loss_bbox_1: 0.2257 loss_giou_1: 0.394 loss_ce_2: 0.3427 loss_bbox_2: 0.2147 loss_giou_2: 0.3611 loss_ce_3: 0.3152 loss_bbox_3: 0.2001 loss_giou_3: 0.3502 loss_ce_4: 0.3081 loss_bbox_4: 0.1959 loss_giou_4: 0.3465 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:41] d2.utils.events INFO: eta: 19:05:43 iter: 204639 total_loss: 5.859 loss_ce: 0.2954 loss_bbox: 0.1912 loss_giou: 0.3363 loss_ce_0: 0.5055 loss_bbox_0: 0.3249 loss_giou_0: 0.5414 loss_ce_1: 0.3916 loss_bbox_1: 0.2349 loss_giou_1: 0.3966 loss_ce_2: 0.3267 loss_bbox_2: 0.2066 loss_giou_2: 0.3667 loss_ce_3: 0.3035 loss_bbox_3: 0.1933 loss_giou_3: 0.3504 loss_ce_4: 0.298 loss_bbox_4: 0.1916 loss_giou_4: 0.3399 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:47] d2.utils.events INFO: eta: 19:05:34 iter: 204659 total_loss: 5.316 loss_ce: 0.2659 loss_bbox: 0.1693 loss_giou: 0.306 loss_ce_0: 0.4844 loss_bbox_0: 0.2897 loss_giou_0: 0.4888 loss_ce_1: 0.3687 loss_bbox_1: 0.2058 loss_giou_1: 0.3576 loss_ce_2: 0.3151 loss_bbox_2: 0.1851 loss_giou_2: 0.3307 loss_ce_3: 0.2758 loss_bbox_3: 0.1739 loss_giou_3: 0.3128 loss_ce_4: 0.2659 loss_bbox_4: 0.1673 loss_giou_4: 0.3129 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:53] d2.utils.events INFO: eta: 19:05:11 iter: 204679 total_loss: 5.674 loss_ce: 0.2829 loss_bbox: 0.1877 loss_giou: 0.3389 loss_ce_0: 0.5003 loss_bbox_0: 0.3198 loss_giou_0: 0.5207 loss_ce_1: 0.3956 loss_bbox_1: 0.219 loss_giou_1: 0.3775 loss_ce_2: 0.3369 loss_bbox_2: 0.2006 loss_giou_2: 0.3538 loss_ce_3: 0.3013 loss_bbox_3: 0.193 loss_giou_3: 0.348 loss_ce_4: 0.286 loss_bbox_4: 0.187 loss_giou_4: 0.3392 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 05:53:58] d2.utils.events INFO: eta: 19:05:26 iter: 204699 total_loss: 5.758 loss_ce: 0.3075 loss_bbox: 0.1832 loss_giou: 0.3471 loss_ce_0: 0.5122 loss_bbox_0: 0.3182 loss_giou_0: 0.5411 loss_ce_1: 0.3982 loss_bbox_1: 0.2148 loss_giou_1: 0.3816 loss_ce_2: 0.34 loss_bbox_2: 0.1961 loss_giou_2: 0.3593 loss_ce_3: 0.3138 loss_bbox_3: 0.1892 loss_giou_3: 0.3498 loss_ce_4: 0.3029 loss_bbox_4: 0.185 loss_giou_4: 0.35 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:04] d2.utils.events INFO: eta: 19:06:04 iter: 204719 total_loss: 5.571 loss_ce: 0.2747 loss_bbox: 0.1804 loss_giou: 0.3265 loss_ce_0: 0.4865 loss_bbox_0: 0.3086 loss_giou_0: 0.5022 loss_ce_1: 0.3841 loss_bbox_1: 0.2146 loss_giou_1: 0.3735 loss_ce_2: 0.3185 loss_bbox_2: 0.1946 loss_giou_2: 0.3417 loss_ce_3: 0.2926 loss_bbox_3: 0.1875 loss_giou_3: 0.3329 loss_ce_4: 0.2847 loss_bbox_4: 0.1846 loss_giou_4: 0.3316 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:10] d2.utils.events INFO: eta: 19:06:14 iter: 204739 total_loss: 5.792 loss_ce: 0.2829 loss_bbox: 0.1791 loss_giou: 0.3469 loss_ce_0: 0.4799 loss_bbox_0: 0.306 loss_giou_0: 0.5235 loss_ce_1: 0.3783 loss_bbox_1: 0.2184 loss_giou_1: 0.3952 loss_ce_2: 0.3209 loss_bbox_2: 0.197 loss_giou_2: 0.3697 loss_ce_3: 0.288 loss_bbox_3: 0.1905 loss_giou_3: 0.3619 loss_ce_4: 0.2749 loss_bbox_4: 0.1838 loss_giou_4: 0.353 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:15] d2.utils.events INFO: eta: 19:06:09 iter: 204759 total_loss: 5.497 loss_ce: 0.2809 loss_bbox: 0.1908 loss_giou: 0.3159 loss_ce_0: 0.4729 loss_bbox_0: 0.3202 loss_giou_0: 0.4822 loss_ce_1: 0.3846 loss_bbox_1: 0.2169 loss_giou_1: 0.3607 loss_ce_2: 0.3266 loss_bbox_2: 0.1961 loss_giou_2: 0.3352 loss_ce_3: 0.2876 loss_bbox_3: 0.1894 loss_giou_3: 0.3244 loss_ce_4: 0.2838 loss_bbox_4: 0.1895 loss_giou_4: 0.3206 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:21] d2.utils.events INFO: eta: 19:05:58 iter: 204779 total_loss: 5.703 loss_ce: 0.2877 loss_bbox: 0.1937 loss_giou: 0.3334 loss_ce_0: 0.5048 loss_bbox_0: 0.3237 loss_giou_0: 0.4979 loss_ce_1: 0.3919 loss_bbox_1: 0.2228 loss_giou_1: 0.3727 loss_ce_2: 0.3312 loss_bbox_2: 0.2004 loss_giou_2: 0.343 loss_ce_3: 0.2931 loss_bbox_3: 0.2069 loss_giou_3: 0.3407 loss_ce_4: 0.2864 loss_bbox_4: 0.1953 loss_giou_4: 0.3326 time: 0.2801 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:27] d2.utils.events INFO: eta: 19:06:18 iter: 204799 total_loss: 5.737 loss_ce: 0.3157 loss_bbox: 0.1894 loss_giou: 0.3402 loss_ce_0: 0.4925 loss_bbox_0: 0.3008 loss_giou_0: 0.5248 loss_ce_1: 0.3846 loss_bbox_1: 0.2183 loss_giou_1: 0.3874 loss_ce_2: 0.3495 loss_bbox_2: 0.1995 loss_giou_2: 0.3547 loss_ce_3: 0.3237 loss_bbox_3: 0.1923 loss_giou_3: 0.3408 loss_ce_4: 0.3147 loss_bbox_4: 0.1868 loss_giou_4: 0.3359 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:32] d2.utils.events INFO: eta: 19:06:56 iter: 204819 total_loss: 5.882 loss_ce: 0.2844 loss_bbox: 0.19 loss_giou: 0.3472 loss_ce_0: 0.4962 loss_bbox_0: 0.3123 loss_giou_0: 0.5261 loss_ce_1: 0.4016 loss_bbox_1: 0.2149 loss_giou_1: 0.4033 loss_ce_2: 0.3347 loss_bbox_2: 0.2066 loss_giou_2: 0.371 loss_ce_3: 0.2957 loss_bbox_3: 0.1993 loss_giou_3: 0.3594 loss_ce_4: 0.2936 loss_bbox_4: 0.1901 loss_giou_4: 0.3514 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:38] d2.utils.events INFO: eta: 19:06:32 iter: 204839 total_loss: 5.696 loss_ce: 0.294 loss_bbox: 0.1821 loss_giou: 0.3202 loss_ce_0: 0.5071 loss_bbox_0: 0.3227 loss_giou_0: 0.5076 loss_ce_1: 0.403 loss_bbox_1: 0.2207 loss_giou_1: 0.3737 loss_ce_2: 0.3389 loss_bbox_2: 0.1972 loss_giou_2: 0.3399 loss_ce_3: 0.3033 loss_bbox_3: 0.1918 loss_giou_3: 0.3283 loss_ce_4: 0.2928 loss_bbox_4: 0.1851 loss_giou_4: 0.3211 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:44] d2.utils.events INFO: eta: 19:07:14 iter: 204859 total_loss: 5.623 loss_ce: 0.3025 loss_bbox: 0.1804 loss_giou: 0.3583 loss_ce_0: 0.5113 loss_bbox_0: 0.318 loss_giou_0: 0.5366 loss_ce_1: 0.4059 loss_bbox_1: 0.2233 loss_giou_1: 0.4085 loss_ce_2: 0.3463 loss_bbox_2: 0.1947 loss_giou_2: 0.3776 loss_ce_3: 0.3135 loss_bbox_3: 0.1891 loss_giou_3: 0.3705 loss_ce_4: 0.3048 loss_bbox_4: 0.1828 loss_giou_4: 0.3642 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:49] d2.utils.events INFO: eta: 19:07:09 iter: 204879 total_loss: 5.694 loss_ce: 0.2707 loss_bbox: 0.1973 loss_giou: 0.3417 loss_ce_0: 0.4909 loss_bbox_0: 0.3223 loss_giou_0: 0.5174 loss_ce_1: 0.3962 loss_bbox_1: 0.2269 loss_giou_1: 0.3867 loss_ce_2: 0.3244 loss_bbox_2: 0.2128 loss_giou_2: 0.3595 loss_ce_3: 0.2806 loss_bbox_3: 0.2037 loss_giou_3: 0.348 loss_ce_4: 0.2776 loss_bbox_4: 0.1998 loss_giou_4: 0.3438 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 05:54:55] d2.utils.events INFO: eta: 19:06:52 iter: 204899 total_loss: 5.553 loss_ce: 0.2749 loss_bbox: 0.1813 loss_giou: 0.3363 loss_ce_0: 0.4875 loss_bbox_0: 0.2976 loss_giou_0: 0.5045 loss_ce_1: 0.3646 loss_bbox_1: 0.2142 loss_giou_1: 0.3754 loss_ce_2: 0.312 loss_bbox_2: 0.1992 loss_giou_2: 0.3458 loss_ce_3: 0.2872 loss_bbox_3: 0.1871 loss_giou_3: 0.3372 loss_ce_4: 0.2835 loss_bbox_4: 0.1847 loss_giou_4: 0.3352 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:01] d2.utils.events INFO: eta: 19:06:09 iter: 204919 total_loss: 5.668 loss_ce: 0.2806 loss_bbox: 0.1766 loss_giou: 0.3489 loss_ce_0: 0.4945 loss_bbox_0: 0.3042 loss_giou_0: 0.5236 loss_ce_1: 0.3816 loss_bbox_1: 0.2076 loss_giou_1: 0.3859 loss_ce_2: 0.329 loss_bbox_2: 0.1914 loss_giou_2: 0.362 loss_ce_3: 0.299 loss_bbox_3: 0.1808 loss_giou_3: 0.3554 loss_ce_4: 0.2836 loss_bbox_4: 0.1758 loss_giou_4: 0.3495 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:06] d2.utils.events INFO: eta: 19:05:57 iter: 204939 total_loss: 5.865 loss_ce: 0.3211 loss_bbox: 0.1888 loss_giou: 0.3457 loss_ce_0: 0.5113 loss_bbox_0: 0.3251 loss_giou_0: 0.5366 loss_ce_1: 0.4066 loss_bbox_1: 0.2343 loss_giou_1: 0.3864 loss_ce_2: 0.3511 loss_bbox_2: 0.2096 loss_giou_2: 0.3647 loss_ce_3: 0.3361 loss_bbox_3: 0.2003 loss_giou_3: 0.3524 loss_ce_4: 0.3273 loss_bbox_4: 0.1902 loss_giou_4: 0.3454 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:12] d2.utils.events INFO: eta: 19:05:58 iter: 204959 total_loss: 5.86 loss_ce: 0.2911 loss_bbox: 0.1774 loss_giou: 0.3487 loss_ce_0: 0.5091 loss_bbox_0: 0.3109 loss_giou_0: 0.5612 loss_ce_1: 0.3981 loss_bbox_1: 0.2163 loss_giou_1: 0.4003 loss_ce_2: 0.3292 loss_bbox_2: 0.1914 loss_giou_2: 0.3652 loss_ce_3: 0.2981 loss_bbox_3: 0.1849 loss_giou_3: 0.3553 loss_ce_4: 0.2893 loss_bbox_4: 0.1804 loss_giou_4: 0.3517 time: 0.2801 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:18] d2.utils.events INFO: eta: 19:06:17 iter: 204979 total_loss: 5.473 loss_ce: 0.2894 loss_bbox: 0.1844 loss_giou: 0.3122 loss_ce_0: 0.4797 loss_bbox_0: 0.3066 loss_giou_0: 0.4725 loss_ce_1: 0.3765 loss_bbox_1: 0.211 loss_giou_1: 0.3615 loss_ce_2: 0.3247 loss_bbox_2: 0.193 loss_giou_2: 0.3298 loss_ce_3: 0.2962 loss_bbox_3: 0.1906 loss_giou_3: 0.3206 loss_ce_4: 0.2852 loss_bbox_4: 0.1868 loss_giou_4: 0.3144 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:23] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0204999.pth [11/03 05:55:25] d2.utils.events INFO: eta: 19:05:47 iter: 204999 total_loss: 5.58 loss_ce: 0.2815 loss_bbox: 0.1835 loss_giou: 0.3354 loss_ce_0: 0.4843 loss_bbox_0: 0.3244 loss_giou_0: 0.5262 loss_ce_1: 0.3822 loss_bbox_1: 0.2231 loss_giou_1: 0.3893 loss_ce_2: 0.3238 loss_bbox_2: 0.1977 loss_giou_2: 0.3528 loss_ce_3: 0.3019 loss_bbox_3: 0.1879 loss_giou_3: 0.3365 loss_ce_4: 0.2844 loss_bbox_4: 0.1825 loss_giou_4: 0.3349 time: 0.2801 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:31] d2.utils.events INFO: eta: 19:05:20 iter: 205019 total_loss: 5.736 loss_ce: 0.2901 loss_bbox: 0.1852 loss_giou: 0.3391 loss_ce_0: 0.492 loss_bbox_0: 0.3227 loss_giou_0: 0.5136 loss_ce_1: 0.3819 loss_bbox_1: 0.2215 loss_giou_1: 0.3831 loss_ce_2: 0.323 loss_bbox_2: 0.1995 loss_giou_2: 0.3584 loss_ce_3: 0.2941 loss_bbox_3: 0.1925 loss_giou_3: 0.3523 loss_ce_4: 0.2879 loss_bbox_4: 0.1874 loss_giou_4: 0.3435 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:37] d2.utils.events INFO: eta: 19:04:56 iter: 205039 total_loss: 5.579 loss_ce: 0.2843 loss_bbox: 0.1853 loss_giou: 0.3247 loss_ce_0: 0.5018 loss_bbox_0: 0.3028 loss_giou_0: 0.5181 loss_ce_1: 0.3977 loss_bbox_1: 0.2204 loss_giou_1: 0.3828 loss_ce_2: 0.3414 loss_bbox_2: 0.2005 loss_giou_2: 0.3523 loss_ce_3: 0.3005 loss_bbox_3: 0.19 loss_giou_3: 0.3344 loss_ce_4: 0.2913 loss_bbox_4: 0.1858 loss_giou_4: 0.3253 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:42] d2.utils.events INFO: eta: 19:05:09 iter: 205059 total_loss: 5.559 loss_ce: 0.2636 loss_bbox: 0.1774 loss_giou: 0.3334 loss_ce_0: 0.4668 loss_bbox_0: 0.2933 loss_giou_0: 0.521 loss_ce_1: 0.3701 loss_bbox_1: 0.2081 loss_giou_1: 0.3881 loss_ce_2: 0.3144 loss_bbox_2: 0.1853 loss_giou_2: 0.3577 loss_ce_3: 0.2849 loss_bbox_3: 0.1863 loss_giou_3: 0.3505 loss_ce_4: 0.2637 loss_bbox_4: 0.182 loss_giou_4: 0.3414 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:48] d2.utils.events INFO: eta: 19:04:57 iter: 205079 total_loss: 5.92 loss_ce: 0.3104 loss_bbox: 0.1928 loss_giou: 0.3601 loss_ce_0: 0.5124 loss_bbox_0: 0.3208 loss_giou_0: 0.5558 loss_ce_1: 0.4134 loss_bbox_1: 0.224 loss_giou_1: 0.4129 loss_ce_2: 0.3475 loss_bbox_2: 0.2059 loss_giou_2: 0.3813 loss_ce_3: 0.3177 loss_bbox_3: 0.2039 loss_giou_3: 0.3813 loss_ce_4: 0.3102 loss_bbox_4: 0.1938 loss_giou_4: 0.369 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:54] d2.utils.events INFO: eta: 19:04:33 iter: 205099 total_loss: 5.559 loss_ce: 0.2877 loss_bbox: 0.1696 loss_giou: 0.3159 loss_ce_0: 0.5108 loss_bbox_0: 0.3059 loss_giou_0: 0.4883 loss_ce_1: 0.3801 loss_bbox_1: 0.2047 loss_giou_1: 0.3559 loss_ce_2: 0.3272 loss_bbox_2: 0.191 loss_giou_2: 0.3368 loss_ce_3: 0.2931 loss_bbox_3: 0.1811 loss_giou_3: 0.3306 loss_ce_4: 0.2856 loss_bbox_4: 0.1763 loss_giou_4: 0.321 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 05:55:59] d2.utils.events INFO: eta: 19:04:36 iter: 205119 total_loss: 5.584 loss_ce: 0.2898 loss_bbox: 0.1865 loss_giou: 0.3144 loss_ce_0: 0.4953 loss_bbox_0: 0.3215 loss_giou_0: 0.4975 loss_ce_1: 0.3946 loss_bbox_1: 0.2361 loss_giou_1: 0.365 loss_ce_2: 0.3331 loss_bbox_2: 0.2069 loss_giou_2: 0.3328 loss_ce_3: 0.3025 loss_bbox_3: 0.1909 loss_giou_3: 0.3255 loss_ce_4: 0.2932 loss_bbox_4: 0.1905 loss_giou_4: 0.3227 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 05:56:05] d2.utils.events INFO: eta: 19:04:13 iter: 205139 total_loss: 5.561 loss_ce: 0.28 loss_bbox: 0.1997 loss_giou: 0.3422 loss_ce_0: 0.4957 loss_bbox_0: 0.3389 loss_giou_0: 0.5015 loss_ce_1: 0.3788 loss_bbox_1: 0.2384 loss_giou_1: 0.3874 loss_ce_2: 0.3234 loss_bbox_2: 0.2166 loss_giou_2: 0.3573 loss_ce_3: 0.293 loss_bbox_3: 0.2019 loss_giou_3: 0.3498 loss_ce_4: 0.2829 loss_bbox_4: 0.203 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 05:56:11] d2.utils.events INFO: eta: 19:04:20 iter: 205159 total_loss: 5.607 loss_ce: 0.2947 loss_bbox: 0.1801 loss_giou: 0.3502 loss_ce_0: 0.4913 loss_bbox_0: 0.3141 loss_giou_0: 0.5235 loss_ce_1: 0.3859 loss_bbox_1: 0.2169 loss_giou_1: 0.3978 loss_ce_2: 0.3175 loss_bbox_2: 0.1944 loss_giou_2: 0.3634 loss_ce_3: 0.3042 loss_bbox_3: 0.1827 loss_giou_3: 0.3564 loss_ce_4: 0.2932 loss_bbox_4: 0.1828 loss_giou_4: 0.3538 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 05:56:17] d2.utils.events INFO: eta: 19:03:58 iter: 205179 total_loss: 5.496 loss_ce: 0.2885 loss_bbox: 0.1854 loss_giou: 0.2957 loss_ce_0: 0.5108 loss_bbox_0: 0.312 loss_giou_0: 0.4851 loss_ce_1: 0.3954 loss_bbox_1: 0.2183 loss_giou_1: 0.3539 loss_ce_2: 0.3426 loss_bbox_2: 0.1976 loss_giou_2: 0.3174 loss_ce_3: 0.2979 loss_bbox_3: 0.1918 loss_giou_3: 0.3087 loss_ce_4: 0.2859 loss_bbox_4: 0.1867 loss_giou_4: 0.302 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 05:56:22] d2.utils.events INFO: eta: 19:04:09 iter: 205199 total_loss: 5.694 loss_ce: 0.272 loss_bbox: 0.1782 loss_giou: 0.3181 loss_ce_0: 0.4949 loss_bbox_0: 0.3228 loss_giou_0: 0.5182 loss_ce_1: 0.3979 loss_bbox_1: 0.2216 loss_giou_1: 0.3645 loss_ce_2: 0.3193 loss_bbox_2: 0.1946 loss_giou_2: 0.3297 loss_ce_3: 0.3011 loss_bbox_3: 0.1896 loss_giou_3: 0.3221 loss_ce_4: 0.2826 loss_bbox_4: 0.1806 loss_giou_4: 0.3218 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 05:56:28] d2.utils.events INFO: eta: 19:04:03 iter: 205219 total_loss: 5.825 loss_ce: 0.3109 loss_bbox: 0.1947 loss_giou: 0.3428 loss_ce_0: 0.5087 loss_bbox_0: 0.3165 loss_giou_0: 0.5404 loss_ce_1: 0.4091 loss_bbox_1: 0.2356 loss_giou_1: 0.3959 loss_ce_2: 0.346 loss_bbox_2: 0.2055 loss_giou_2: 0.3658 loss_ce_3: 0.3042 loss_bbox_3: 0.2007 loss_giou_3: 0.3555 loss_ce_4: 0.3093 loss_bbox_4: 0.1938 loss_giou_4: 0.3446 time: 0.2801 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 05:56:34] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 05:56:34] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 05:56:34] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 05:56:35] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 05:56:35] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 05:56:35] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 05:56:41] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0375 s/iter. Eval: 0.0002 s/iter. Total: 0.0387 s/iter. ETA=0:00:23 [11/03 05:56:46] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0025 s/iter. Inference: 0.0485 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:26 [11/03 05:56:52] d2.evaluation.evaluator INFO: Inference done 205/625. Dataloading: 0.0025 s/iter. Inference: 0.0484 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:21 [11/03 05:56:57] d2.evaluation.evaluator INFO: Inference done 301/625. Dataloading: 0.0025 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0517 s/iter. ETA=0:00:16 [11/03 05:57:02] d2.evaluation.evaluator INFO: Inference done 398/625. Dataloading: 0.0025 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0518 s/iter. ETA=0:00:11 [11/03 05:57:07] d2.evaluation.evaluator INFO: Inference done 493/625. Dataloading: 0.0026 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:06 [11/03 05:57:12] d2.evaluation.evaluator INFO: Inference done 591/625. Dataloading: 0.0026 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:01 [11/03 05:57:14] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.641923 (0.052648 s / iter per device, on 8 devices) [11/03 05:57:14] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048946 s / iter per device, on 8 devices) [11/03 05:57:21] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 05:57:21] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 05:57:23] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 05:57:27] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 05:57:38] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.40 seconds. [11/03 05:57:38] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 05:57:40] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.32 seconds. [11/03 05:57:40] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.668 | 60.044 | 44.866 | 23.799 | 44.726 | 57.628 | [11/03 05:57:40] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.626 | bicycle | 30.027 | car | 42.841 | | motorcycle | 40.073 | airplane | 64.746 | bus | 63.765 | | train | 63.835 | truck | 35.713 | boat | 24.398 | | traffic light | 26.307 | fire hydrant | 64.908 | stop sign | 63.682 | | parking meter | 46.962 | bench | 24.923 | bird | 36.450 | | cat | 72.194 | dog | 66.151 | horse | 58.334 | | sheep | 52.408 | cow | 57.854 | elephant | 63.433 | | bear | 76.059 | zebra | 66.603 | giraffe | 65.046 | | backpack | 15.879 | umbrella | 36.173 | handbag | 13.658 | | tie | 31.810 | suitcase | 39.412 | frisbee | 66.506 | | skis | 27.031 | snowboard | 41.893 | sports ball | 44.582 | | kite | 44.884 | baseball bat | 32.350 | baseball glove | 37.805 | | skateboard | 53.556 | surfboard | 37.759 | tennis racket | 48.642 | | bottle | 35.168 | wine glass | 31.192 | cup | 40.836 | | fork | 31.015 | knife | 13.809 | spoon | 13.980 | | bowl | 43.318 | banana | 22.115 | apple | 19.224 | | sandwich | 39.657 | orange | 30.403 | broccoli | 22.894 | | carrot | 21.473 | hot dog | 34.332 | pizza | 52.843 | | donut | 44.416 | cake | 37.727 | chair | 25.346 | | couch | 47.721 | potted plant | 25.051 | bed | 51.005 | | dining table | 29.580 | toilet | 62.200 | tv | 57.125 | | laptop | 59.893 | mouse | 56.874 | remote | 31.664 | | keyboard | 51.618 | cell phone | 35.094 | microwave | 60.311 | | oven | 35.687 | toaster | 32.113 | sink | 35.838 | | refrigerator | 59.102 | book | 13.314 | clock | 53.433 | | vase | 38.562 | scissors | 32.813 | teddy bear | 43.535 | | hair drier | 2.093 | toothbrush | 26.776 | | | [11/03 05:57:40] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 05:57:40] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 05:57:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 05:57:40] d2.evaluation.testing INFO: copypaste: 41.6679,60.0439,44.8659,23.7995,44.7264,57.6283 [11/03 05:57:41] d2.utils.events INFO: eta: 19:03:32 iter: 205239 total_loss: 5.627 loss_ce: 0.2942 loss_bbox: 0.1775 loss_giou: 0.3379 loss_ce_0: 0.4804 loss_bbox_0: 0.3123 loss_giou_0: 0.5339 loss_ce_1: 0.3773 loss_bbox_1: 0.2102 loss_giou_1: 0.3808 loss_ce_2: 0.318 loss_bbox_2: 0.193 loss_giou_2: 0.3549 loss_ce_3: 0.3024 loss_bbox_3: 0.1843 loss_giou_3: 0.3405 loss_ce_4: 0.2983 loss_bbox_4: 0.177 loss_giou_4: 0.3407 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 05:57:46] d2.utils.events INFO: eta: 19:03:39 iter: 205259 total_loss: 6.061 loss_ce: 0.3195 loss_bbox: 0.1962 loss_giou: 0.3608 loss_ce_0: 0.5284 loss_bbox_0: 0.3279 loss_giou_0: 0.5454 loss_ce_1: 0.4197 loss_bbox_1: 0.2277 loss_giou_1: 0.4121 loss_ce_2: 0.3603 loss_bbox_2: 0.2135 loss_giou_2: 0.381 loss_ce_3: 0.3264 loss_bbox_3: 0.2041 loss_giou_3: 0.3697 loss_ce_4: 0.3173 loss_bbox_4: 0.1987 loss_giou_4: 0.3627 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 05:57:52] d2.utils.events INFO: eta: 19:03:34 iter: 205279 total_loss: 5.568 loss_ce: 0.2913 loss_bbox: 0.1753 loss_giou: 0.3298 loss_ce_0: 0.4928 loss_bbox_0: 0.3075 loss_giou_0: 0.4997 loss_ce_1: 0.3834 loss_bbox_1: 0.2121 loss_giou_1: 0.361 loss_ce_2: 0.324 loss_bbox_2: 0.1961 loss_giou_2: 0.338 loss_ce_3: 0.2949 loss_bbox_3: 0.1831 loss_giou_3: 0.3357 loss_ce_4: 0.2904 loss_bbox_4: 0.1774 loss_giou_4: 0.3348 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 05:57:58] d2.utils.events INFO: eta: 19:03:28 iter: 205299 total_loss: 5.666 loss_ce: 0.28 loss_bbox: 0.1795 loss_giou: 0.3369 loss_ce_0: 0.5056 loss_bbox_0: 0.2979 loss_giou_0: 0.4981 loss_ce_1: 0.3977 loss_bbox_1: 0.2083 loss_giou_1: 0.3669 loss_ce_2: 0.3363 loss_bbox_2: 0.1918 loss_giou_2: 0.3501 loss_ce_3: 0.2962 loss_bbox_3: 0.1864 loss_giou_3: 0.3385 loss_ce_4: 0.2832 loss_bbox_4: 0.1817 loss_giou_4: 0.34 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:03] d2.utils.events INFO: eta: 19:03:35 iter: 205319 total_loss: 5.959 loss_ce: 0.3 loss_bbox: 0.188 loss_giou: 0.351 loss_ce_0: 0.5197 loss_bbox_0: 0.3171 loss_giou_0: 0.546 loss_ce_1: 0.41 loss_bbox_1: 0.2172 loss_giou_1: 0.4061 loss_ce_2: 0.337 loss_bbox_2: 0.1993 loss_giou_2: 0.3694 loss_ce_3: 0.3182 loss_bbox_3: 0.1937 loss_giou_3: 0.3554 loss_ce_4: 0.309 loss_bbox_4: 0.1895 loss_giou_4: 0.3523 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:09] d2.utils.events INFO: eta: 19:03:25 iter: 205339 total_loss: 5.643 loss_ce: 0.2953 loss_bbox: 0.1852 loss_giou: 0.3227 loss_ce_0: 0.5018 loss_bbox_0: 0.3156 loss_giou_0: 0.499 loss_ce_1: 0.3997 loss_bbox_1: 0.2131 loss_giou_1: 0.3659 loss_ce_2: 0.3344 loss_bbox_2: 0.1986 loss_giou_2: 0.3401 loss_ce_3: 0.3073 loss_bbox_3: 0.1846 loss_giou_3: 0.3273 loss_ce_4: 0.2992 loss_bbox_4: 0.1878 loss_giou_4: 0.327 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:15] d2.utils.events INFO: eta: 19:03:26 iter: 205359 total_loss: 5.827 loss_ce: 0.3 loss_bbox: 0.1761 loss_giou: 0.3404 loss_ce_0: 0.4897 loss_bbox_0: 0.3001 loss_giou_0: 0.5206 loss_ce_1: 0.3989 loss_bbox_1: 0.2013 loss_giou_1: 0.3998 loss_ce_2: 0.3413 loss_bbox_2: 0.1941 loss_giou_2: 0.3673 loss_ce_3: 0.3122 loss_bbox_3: 0.1862 loss_giou_3: 0.3476 loss_ce_4: 0.2944 loss_bbox_4: 0.1793 loss_giou_4: 0.3406 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:20] d2.utils.events INFO: eta: 19:03:23 iter: 205379 total_loss: 5.954 loss_ce: 0.3011 loss_bbox: 0.1954 loss_giou: 0.3533 loss_ce_0: 0.4914 loss_bbox_0: 0.3318 loss_giou_0: 0.5213 loss_ce_1: 0.3993 loss_bbox_1: 0.2291 loss_giou_1: 0.3971 loss_ce_2: 0.3384 loss_bbox_2: 0.206 loss_giou_2: 0.3706 loss_ce_3: 0.3167 loss_bbox_3: 0.2015 loss_giou_3: 0.3604 loss_ce_4: 0.3028 loss_bbox_4: 0.198 loss_giou_4: 0.3542 time: 0.2801 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:26] d2.utils.events INFO: eta: 19:03:16 iter: 205399 total_loss: 5.639 loss_ce: 0.2984 loss_bbox: 0.187 loss_giou: 0.3429 loss_ce_0: 0.4844 loss_bbox_0: 0.315 loss_giou_0: 0.5512 loss_ce_1: 0.3955 loss_bbox_1: 0.2212 loss_giou_1: 0.3999 loss_ce_2: 0.3348 loss_bbox_2: 0.2006 loss_giou_2: 0.3621 loss_ce_3: 0.3033 loss_bbox_3: 0.1944 loss_giou_3: 0.3485 loss_ce_4: 0.2938 loss_bbox_4: 0.1904 loss_giou_4: 0.3437 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:32] d2.utils.events INFO: eta: 19:03:10 iter: 205419 total_loss: 5.603 loss_ce: 0.2918 loss_bbox: 0.1878 loss_giou: 0.317 loss_ce_0: 0.4906 loss_bbox_0: 0.3228 loss_giou_0: 0.4957 loss_ce_1: 0.4022 loss_bbox_1: 0.222 loss_giou_1: 0.3661 loss_ce_2: 0.3396 loss_bbox_2: 0.2011 loss_giou_2: 0.3376 loss_ce_3: 0.3057 loss_bbox_3: 0.1931 loss_giou_3: 0.3307 loss_ce_4: 0.2917 loss_bbox_4: 0.1882 loss_giou_4: 0.3251 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:37] d2.utils.events INFO: eta: 19:03:12 iter: 205439 total_loss: 5.624 loss_ce: 0.305 loss_bbox: 0.1848 loss_giou: 0.3221 loss_ce_0: 0.508 loss_bbox_0: 0.3242 loss_giou_0: 0.4841 loss_ce_1: 0.4044 loss_bbox_1: 0.2137 loss_giou_1: 0.359 loss_ce_2: 0.3389 loss_bbox_2: 0.1961 loss_giou_2: 0.3399 loss_ce_3: 0.3156 loss_bbox_3: 0.1929 loss_giou_3: 0.3287 loss_ce_4: 0.3087 loss_bbox_4: 0.1881 loss_giou_4: 0.3187 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:43] d2.utils.events INFO: eta: 19:02:43 iter: 205459 total_loss: 5.653 loss_ce: 0.2849 loss_bbox: 0.191 loss_giou: 0.3357 loss_ce_0: 0.5006 loss_bbox_0: 0.3205 loss_giou_0: 0.5056 loss_ce_1: 0.3923 loss_bbox_1: 0.2236 loss_giou_1: 0.377 loss_ce_2: 0.3206 loss_bbox_2: 0.2031 loss_giou_2: 0.349 loss_ce_3: 0.2925 loss_bbox_3: 0.2 loss_giou_3: 0.3411 loss_ce_4: 0.2828 loss_bbox_4: 0.1968 loss_giou_4: 0.3372 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:49] d2.utils.events INFO: eta: 19:02:07 iter: 205479 total_loss: 5.807 loss_ce: 0.3032 loss_bbox: 0.1876 loss_giou: 0.3398 loss_ce_0: 0.52 loss_bbox_0: 0.3196 loss_giou_0: 0.539 loss_ce_1: 0.4018 loss_bbox_1: 0.2136 loss_giou_1: 0.3894 loss_ce_2: 0.3355 loss_bbox_2: 0.1887 loss_giou_2: 0.356 loss_ce_3: 0.3043 loss_bbox_3: 0.1808 loss_giou_3: 0.3418 loss_ce_4: 0.2999 loss_bbox_4: 0.184 loss_giou_4: 0.3442 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 05:58:54] d2.utils.events INFO: eta: 19:01:46 iter: 205499 total_loss: 5.731 loss_ce: 0.2966 loss_bbox: 0.1756 loss_giou: 0.3431 loss_ce_0: 0.4985 loss_bbox_0: 0.2965 loss_giou_0: 0.538 loss_ce_1: 0.4057 loss_bbox_1: 0.2096 loss_giou_1: 0.3984 loss_ce_2: 0.3387 loss_bbox_2: 0.1906 loss_giou_2: 0.3671 loss_ce_3: 0.3066 loss_bbox_3: 0.1787 loss_giou_3: 0.3553 loss_ce_4: 0.2978 loss_bbox_4: 0.1764 loss_giou_4: 0.3439 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:00] d2.utils.events INFO: eta: 19:01:47 iter: 205519 total_loss: 5.712 loss_ce: 0.2876 loss_bbox: 0.1829 loss_giou: 0.3364 loss_ce_0: 0.5083 loss_bbox_0: 0.3143 loss_giou_0: 0.5086 loss_ce_1: 0.4022 loss_bbox_1: 0.2168 loss_giou_1: 0.3829 loss_ce_2: 0.333 loss_bbox_2: 0.1992 loss_giou_2: 0.3613 loss_ce_3: 0.306 loss_bbox_3: 0.194 loss_giou_3: 0.3516 loss_ce_4: 0.2885 loss_bbox_4: 0.1881 loss_giou_4: 0.3429 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:05] d2.utils.events INFO: eta: 19:01:38 iter: 205539 total_loss: 5.479 loss_ce: 0.2949 loss_bbox: 0.1827 loss_giou: 0.3 loss_ce_0: 0.5045 loss_bbox_0: 0.3099 loss_giou_0: 0.473 loss_ce_1: 0.4144 loss_bbox_1: 0.2139 loss_giou_1: 0.3526 loss_ce_2: 0.3459 loss_bbox_2: 0.193 loss_giou_2: 0.3186 loss_ce_3: 0.3088 loss_bbox_3: 0.1879 loss_giou_3: 0.311 loss_ce_4: 0.2939 loss_bbox_4: 0.1832 loss_giou_4: 0.3052 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:11] d2.utils.events INFO: eta: 19:01:35 iter: 205559 total_loss: 5.377 loss_ce: 0.2655 loss_bbox: 0.1751 loss_giou: 0.3169 loss_ce_0: 0.481 loss_bbox_0: 0.3053 loss_giou_0: 0.498 loss_ce_1: 0.3666 loss_bbox_1: 0.2124 loss_giou_1: 0.3697 loss_ce_2: 0.3115 loss_bbox_2: 0.1911 loss_giou_2: 0.3382 loss_ce_3: 0.2733 loss_bbox_3: 0.1808 loss_giou_3: 0.3217 loss_ce_4: 0.2563 loss_bbox_4: 0.1759 loss_giou_4: 0.3154 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:17] d2.utils.events INFO: eta: 19:01:27 iter: 205579 total_loss: 5.618 loss_ce: 0.2707 loss_bbox: 0.1808 loss_giou: 0.3269 loss_ce_0: 0.4722 loss_bbox_0: 0.3129 loss_giou_0: 0.5033 loss_ce_1: 0.393 loss_bbox_1: 0.2151 loss_giou_1: 0.3701 loss_ce_2: 0.3291 loss_bbox_2: 0.2027 loss_giou_2: 0.3436 loss_ce_3: 0.2896 loss_bbox_3: 0.1897 loss_giou_3: 0.3305 loss_ce_4: 0.2708 loss_bbox_4: 0.1819 loss_giou_4: 0.3275 time: 0.2801 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:22] d2.utils.events INFO: eta: 19:01:03 iter: 205599 total_loss: 5.676 loss_ce: 0.2852 loss_bbox: 0.1796 loss_giou: 0.3413 loss_ce_0: 0.4874 loss_bbox_0: 0.3043 loss_giou_0: 0.5106 loss_ce_1: 0.388 loss_bbox_1: 0.2107 loss_giou_1: 0.3758 loss_ce_2: 0.3179 loss_bbox_2: 0.1954 loss_giou_2: 0.3562 loss_ce_3: 0.2933 loss_bbox_3: 0.1889 loss_giou_3: 0.3475 loss_ce_4: 0.2908 loss_bbox_4: 0.1802 loss_giou_4: 0.343 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:28] d2.utils.events INFO: eta: 19:01:05 iter: 205619 total_loss: 5.925 loss_ce: 0.3088 loss_bbox: 0.1834 loss_giou: 0.3405 loss_ce_0: 0.5061 loss_bbox_0: 0.3149 loss_giou_0: 0.5425 loss_ce_1: 0.4117 loss_bbox_1: 0.2136 loss_giou_1: 0.3913 loss_ce_2: 0.3582 loss_bbox_2: 0.1969 loss_giou_2: 0.3634 loss_ce_3: 0.3163 loss_bbox_3: 0.189 loss_giou_3: 0.3589 loss_ce_4: 0.3087 loss_bbox_4: 0.1851 loss_giou_4: 0.3464 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:34] d2.utils.events INFO: eta: 19:00:58 iter: 205639 total_loss: 5.756 loss_ce: 0.2928 loss_bbox: 0.177 loss_giou: 0.3288 loss_ce_0: 0.5007 loss_bbox_0: 0.3058 loss_giou_0: 0.522 loss_ce_1: 0.3724 loss_bbox_1: 0.2109 loss_giou_1: 0.3874 loss_ce_2: 0.3304 loss_bbox_2: 0.2 loss_giou_2: 0.3555 loss_ce_3: 0.3107 loss_bbox_3: 0.1903 loss_giou_3: 0.3469 loss_ce_4: 0.2987 loss_bbox_4: 0.1817 loss_giou_4: 0.335 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:39] d2.utils.events INFO: eta: 19:01:04 iter: 205659 total_loss: 5.939 loss_ce: 0.3053 loss_bbox: 0.1885 loss_giou: 0.3406 loss_ce_0: 0.507 loss_bbox_0: 0.3362 loss_giou_0: 0.5269 loss_ce_1: 0.4054 loss_bbox_1: 0.2205 loss_giou_1: 0.4014 loss_ce_2: 0.3555 loss_bbox_2: 0.2015 loss_giou_2: 0.364 loss_ce_3: 0.3202 loss_bbox_3: 0.1983 loss_giou_3: 0.3541 loss_ce_4: 0.306 loss_bbox_4: 0.1975 loss_giou_4: 0.3454 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:45] d2.utils.events INFO: eta: 19:00:59 iter: 205679 total_loss: 5.737 loss_ce: 0.3005 loss_bbox: 0.1702 loss_giou: 0.3322 loss_ce_0: 0.4948 loss_bbox_0: 0.3039 loss_giou_0: 0.5049 loss_ce_1: 0.3936 loss_bbox_1: 0.2064 loss_giou_1: 0.3837 loss_ce_2: 0.3428 loss_bbox_2: 0.1857 loss_giou_2: 0.351 loss_ce_3: 0.3118 loss_bbox_3: 0.1759 loss_giou_3: 0.3423 loss_ce_4: 0.3068 loss_bbox_4: 0.1707 loss_giou_4: 0.3339 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:51] d2.utils.events INFO: eta: 19:00:38 iter: 205699 total_loss: 5.596 loss_ce: 0.2866 loss_bbox: 0.1696 loss_giou: 0.3348 loss_ce_0: 0.5013 loss_bbox_0: 0.3056 loss_giou_0: 0.5055 loss_ce_1: 0.398 loss_bbox_1: 0.2063 loss_giou_1: 0.3658 loss_ce_2: 0.3332 loss_bbox_2: 0.1835 loss_giou_2: 0.3424 loss_ce_3: 0.3013 loss_bbox_3: 0.1745 loss_giou_3: 0.3427 loss_ce_4: 0.287 loss_bbox_4: 0.1726 loss_giou_4: 0.3389 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 05:59:56] d2.utils.events INFO: eta: 19:00:17 iter: 205719 total_loss: 6.101 loss_ce: 0.3212 loss_bbox: 0.1848 loss_giou: 0.3735 loss_ce_0: 0.5065 loss_bbox_0: 0.3217 loss_giou_0: 0.5563 loss_ce_1: 0.4116 loss_bbox_1: 0.2184 loss_giou_1: 0.424 loss_ce_2: 0.3501 loss_bbox_2: 0.1968 loss_giou_2: 0.394 loss_ce_3: 0.3352 loss_bbox_3: 0.1926 loss_giou_3: 0.3811 loss_ce_4: 0.3311 loss_bbox_4: 0.1882 loss_giou_4: 0.3748 time: 0.2801 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:02] d2.utils.events INFO: eta: 19:00:24 iter: 205739 total_loss: 5.663 loss_ce: 0.2832 loss_bbox: 0.1794 loss_giou: 0.3276 loss_ce_0: 0.4858 loss_bbox_0: 0.3109 loss_giou_0: 0.506 loss_ce_1: 0.3855 loss_bbox_1: 0.2106 loss_giou_1: 0.3852 loss_ce_2: 0.3321 loss_bbox_2: 0.1899 loss_giou_2: 0.3447 loss_ce_3: 0.2928 loss_bbox_3: 0.1869 loss_giou_3: 0.3368 loss_ce_4: 0.2821 loss_bbox_4: 0.1828 loss_giou_4: 0.3295 time: 0.2801 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:08] d2.utils.events INFO: eta: 19:00:21 iter: 205759 total_loss: 5.739 loss_ce: 0.2972 loss_bbox: 0.1937 loss_giou: 0.3324 loss_ce_0: 0.4907 loss_bbox_0: 0.3125 loss_giou_0: 0.509 loss_ce_1: 0.3931 loss_bbox_1: 0.214 loss_giou_1: 0.3786 loss_ce_2: 0.33 loss_bbox_2: 0.2014 loss_giou_2: 0.3495 loss_ce_3: 0.297 loss_bbox_3: 0.196 loss_giou_3: 0.3451 loss_ce_4: 0.2923 loss_bbox_4: 0.1948 loss_giou_4: 0.3397 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:13] d2.utils.events INFO: eta: 19:00:13 iter: 205779 total_loss: 5.676 loss_ce: 0.3079 loss_bbox: 0.1917 loss_giou: 0.325 loss_ce_0: 0.5184 loss_bbox_0: 0.3293 loss_giou_0: 0.5112 loss_ce_1: 0.4158 loss_bbox_1: 0.2341 loss_giou_1: 0.3779 loss_ce_2: 0.3546 loss_bbox_2: 0.2077 loss_giou_2: 0.345 loss_ce_3: 0.3129 loss_bbox_3: 0.2 loss_giou_3: 0.3342 loss_ce_4: 0.3068 loss_bbox_4: 0.1942 loss_giou_4: 0.3302 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:19] d2.utils.events INFO: eta: 18:59:54 iter: 205799 total_loss: 5.504 loss_ce: 0.2806 loss_bbox: 0.1813 loss_giou: 0.3197 loss_ce_0: 0.4885 loss_bbox_0: 0.3131 loss_giou_0: 0.4593 loss_ce_1: 0.3936 loss_bbox_1: 0.2271 loss_giou_1: 0.3578 loss_ce_2: 0.3268 loss_bbox_2: 0.191 loss_giou_2: 0.336 loss_ce_3: 0.2985 loss_bbox_3: 0.1905 loss_giou_3: 0.3293 loss_ce_4: 0.2843 loss_bbox_4: 0.1839 loss_giou_4: 0.3239 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:25] d2.utils.events INFO: eta: 18:59:33 iter: 205819 total_loss: 5.659 loss_ce: 0.2876 loss_bbox: 0.1756 loss_giou: 0.3464 loss_ce_0: 0.4782 loss_bbox_0: 0.3099 loss_giou_0: 0.5566 loss_ce_1: 0.3752 loss_bbox_1: 0.2174 loss_giou_1: 0.4018 loss_ce_2: 0.3279 loss_bbox_2: 0.1936 loss_giou_2: 0.3697 loss_ce_3: 0.2996 loss_bbox_3: 0.1822 loss_giou_3: 0.357 loss_ce_4: 0.289 loss_bbox_4: 0.1802 loss_giou_4: 0.3483 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:30] d2.utils.events INFO: eta: 18:59:43 iter: 205839 total_loss: 5.61 loss_ce: 0.2884 loss_bbox: 0.1968 loss_giou: 0.3112 loss_ce_0: 0.507 loss_bbox_0: 0.3272 loss_giou_0: 0.4757 loss_ce_1: 0.3917 loss_bbox_1: 0.2345 loss_giou_1: 0.3639 loss_ce_2: 0.3217 loss_bbox_2: 0.2142 loss_giou_2: 0.3393 loss_ce_3: 0.3019 loss_bbox_3: 0.2049 loss_giou_3: 0.3205 loss_ce_4: 0.2816 loss_bbox_4: 0.2016 loss_giou_4: 0.3161 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:36] d2.utils.events INFO: eta: 18:59:37 iter: 205859 total_loss: 5.78 loss_ce: 0.3083 loss_bbox: 0.1927 loss_giou: 0.3358 loss_ce_0: 0.5327 loss_bbox_0: 0.3255 loss_giou_0: 0.5256 loss_ce_1: 0.4205 loss_bbox_1: 0.2255 loss_giou_1: 0.3883 loss_ce_2: 0.3602 loss_bbox_2: 0.203 loss_giou_2: 0.3569 loss_ce_3: 0.3186 loss_bbox_3: 0.1968 loss_giou_3: 0.3381 loss_ce_4: 0.3032 loss_bbox_4: 0.1962 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:42] d2.utils.events INFO: eta: 18:59:32 iter: 205879 total_loss: 6.063 loss_ce: 0.3045 loss_bbox: 0.2056 loss_giou: 0.3453 loss_ce_0: 0.5156 loss_bbox_0: 0.3379 loss_giou_0: 0.4953 loss_ce_1: 0.4078 loss_bbox_1: 0.2381 loss_giou_1: 0.3824 loss_ce_2: 0.3433 loss_bbox_2: 0.2165 loss_giou_2: 0.3581 loss_ce_3: 0.3162 loss_bbox_3: 0.2138 loss_giou_3: 0.3539 loss_ce_4: 0.313 loss_bbox_4: 0.2103 loss_giou_4: 0.3477 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:47] d2.utils.events INFO: eta: 18:59:30 iter: 205899 total_loss: 5.598 loss_ce: 0.2849 loss_bbox: 0.1682 loss_giou: 0.3417 loss_ce_0: 0.4798 loss_bbox_0: 0.2911 loss_giou_0: 0.5211 loss_ce_1: 0.3838 loss_bbox_1: 0.2029 loss_giou_1: 0.3933 loss_ce_2: 0.3206 loss_bbox_2: 0.1896 loss_giou_2: 0.3612 loss_ce_3: 0.2981 loss_bbox_3: 0.1743 loss_giou_3: 0.352 loss_ce_4: 0.2865 loss_bbox_4: 0.1729 loss_giou_4: 0.3418 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:53] d2.utils.events INFO: eta: 18:59:35 iter: 205919 total_loss: 5.905 loss_ce: 0.3 loss_bbox: 0.1958 loss_giou: 0.3601 loss_ce_0: 0.5237 loss_bbox_0: 0.3218 loss_giou_0: 0.5596 loss_ce_1: 0.3966 loss_bbox_1: 0.2231 loss_giou_1: 0.4113 loss_ce_2: 0.3321 loss_bbox_2: 0.2084 loss_giou_2: 0.3757 loss_ce_3: 0.308 loss_bbox_3: 0.2029 loss_giou_3: 0.367 loss_ce_4: 0.3034 loss_bbox_4: 0.1963 loss_giou_4: 0.3617 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:00:58] d2.utils.events INFO: eta: 18:59:18 iter: 205939 total_loss: 5.499 loss_ce: 0.2909 loss_bbox: 0.1823 loss_giou: 0.314 loss_ce_0: 0.4944 loss_bbox_0: 0.3135 loss_giou_0: 0.4741 loss_ce_1: 0.4091 loss_bbox_1: 0.2166 loss_giou_1: 0.3541 loss_ce_2: 0.3388 loss_bbox_2: 0.1994 loss_giou_2: 0.3289 loss_ce_3: 0.2995 loss_bbox_3: 0.192 loss_giou_3: 0.3212 loss_ce_4: 0.3012 loss_bbox_4: 0.1864 loss_giou_4: 0.3158 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:04] d2.utils.events INFO: eta: 18:59:13 iter: 205959 total_loss: 5.532 loss_ce: 0.2842 loss_bbox: 0.1806 loss_giou: 0.3553 loss_ce_0: 0.4924 loss_bbox_0: 0.3173 loss_giou_0: 0.5534 loss_ce_1: 0.39 loss_bbox_1: 0.2157 loss_giou_1: 0.4032 loss_ce_2: 0.3207 loss_bbox_2: 0.1948 loss_giou_2: 0.3729 loss_ce_3: 0.2952 loss_bbox_3: 0.1857 loss_giou_3: 0.3688 loss_ce_4: 0.2884 loss_bbox_4: 0.1824 loss_giou_4: 0.3591 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:10] d2.utils.events INFO: eta: 18:59:08 iter: 205979 total_loss: 5.665 loss_ce: 0.2847 loss_bbox: 0.1849 loss_giou: 0.3496 loss_ce_0: 0.4998 loss_bbox_0: 0.3246 loss_giou_0: 0.5196 loss_ce_1: 0.3999 loss_bbox_1: 0.2151 loss_giou_1: 0.3821 loss_ce_2: 0.341 loss_bbox_2: 0.2044 loss_giou_2: 0.3678 loss_ce_3: 0.3004 loss_bbox_3: 0.1932 loss_giou_3: 0.3547 loss_ce_4: 0.2889 loss_bbox_4: 0.1859 loss_giou_4: 0.3542 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:15] d2.utils.events INFO: eta: 18:58:35 iter: 205999 total_loss: 5.399 loss_ce: 0.2696 loss_bbox: 0.1711 loss_giou: 0.3154 loss_ce_0: 0.5076 loss_bbox_0: 0.3005 loss_giou_0: 0.4781 loss_ce_1: 0.4021 loss_bbox_1: 0.2004 loss_giou_1: 0.3552 loss_ce_2: 0.3051 loss_bbox_2: 0.1824 loss_giou_2: 0.3233 loss_ce_3: 0.2813 loss_bbox_3: 0.1799 loss_giou_3: 0.3223 loss_ce_4: 0.2723 loss_bbox_4: 0.1745 loss_giou_4: 0.3193 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:21] d2.utils.events INFO: eta: 18:58:37 iter: 206019 total_loss: 6.017 loss_ce: 0.2896 loss_bbox: 0.1859 loss_giou: 0.3558 loss_ce_0: 0.5019 loss_bbox_0: 0.3111 loss_giou_0: 0.5334 loss_ce_1: 0.3934 loss_bbox_1: 0.2123 loss_giou_1: 0.4077 loss_ce_2: 0.3279 loss_bbox_2: 0.1976 loss_giou_2: 0.3668 loss_ce_3: 0.3054 loss_bbox_3: 0.1938 loss_giou_3: 0.3645 loss_ce_4: 0.2947 loss_bbox_4: 0.1906 loss_giou_4: 0.3598 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:27] d2.utils.events INFO: eta: 18:58:47 iter: 206039 total_loss: 5.657 loss_ce: 0.297 loss_bbox: 0.1755 loss_giou: 0.3244 loss_ce_0: 0.4973 loss_bbox_0: 0.3158 loss_giou_0: 0.5149 loss_ce_1: 0.3941 loss_bbox_1: 0.2218 loss_giou_1: 0.3791 loss_ce_2: 0.3358 loss_bbox_2: 0.1895 loss_giou_2: 0.3405 loss_ce_3: 0.3166 loss_bbox_3: 0.1808 loss_giou_3: 0.3359 loss_ce_4: 0.2991 loss_bbox_4: 0.1736 loss_giou_4: 0.3315 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:33] d2.utils.events INFO: eta: 18:58:04 iter: 206059 total_loss: 5.775 loss_ce: 0.2886 loss_bbox: 0.1957 loss_giou: 0.3474 loss_ce_0: 0.5089 loss_bbox_0: 0.3166 loss_giou_0: 0.5373 loss_ce_1: 0.3934 loss_bbox_1: 0.2261 loss_giou_1: 0.3839 loss_ce_2: 0.3188 loss_bbox_2: 0.2064 loss_giou_2: 0.3588 loss_ce_3: 0.2967 loss_bbox_3: 0.198 loss_giou_3: 0.3492 loss_ce_4: 0.2872 loss_bbox_4: 0.1958 loss_giou_4: 0.3466 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:38] d2.utils.events INFO: eta: 18:58:12 iter: 206079 total_loss: 5.751 loss_ce: 0.3185 loss_bbox: 0.1894 loss_giou: 0.3454 loss_ce_0: 0.5077 loss_bbox_0: 0.3094 loss_giou_0: 0.4964 loss_ce_1: 0.4057 loss_bbox_1: 0.2255 loss_giou_1: 0.3902 loss_ce_2: 0.3431 loss_bbox_2: 0.2022 loss_giou_2: 0.3645 loss_ce_3: 0.3192 loss_bbox_3: 0.1952 loss_giou_3: 0.3533 loss_ce_4: 0.311 loss_bbox_4: 0.1955 loss_giou_4: 0.3505 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:44] d2.utils.events INFO: eta: 18:57:26 iter: 206099 total_loss: 5.735 loss_ce: 0.2802 loss_bbox: 0.1802 loss_giou: 0.3302 loss_ce_0: 0.4936 loss_bbox_0: 0.3237 loss_giou_0: 0.5408 loss_ce_1: 0.3875 loss_bbox_1: 0.2154 loss_giou_1: 0.3944 loss_ce_2: 0.323 loss_bbox_2: 0.1886 loss_giou_2: 0.359 loss_ce_3: 0.2921 loss_bbox_3: 0.182 loss_giou_3: 0.3429 loss_ce_4: 0.2776 loss_bbox_4: 0.1813 loss_giou_4: 0.3343 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:49] d2.utils.events INFO: eta: 18:56:53 iter: 206119 total_loss: 5.362 loss_ce: 0.291 loss_bbox: 0.1864 loss_giou: 0.3029 loss_ce_0: 0.4965 loss_bbox_0: 0.3121 loss_giou_0: 0.4922 loss_ce_1: 0.3976 loss_bbox_1: 0.2109 loss_giou_1: 0.3444 loss_ce_2: 0.3284 loss_bbox_2: 0.2006 loss_giou_2: 0.3161 loss_ce_3: 0.3039 loss_bbox_3: 0.1908 loss_giou_3: 0.3052 loss_ce_4: 0.2862 loss_bbox_4: 0.1918 loss_giou_4: 0.303 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:01:55] d2.utils.events INFO: eta: 18:56:55 iter: 206139 total_loss: 5.801 loss_ce: 0.2866 loss_bbox: 0.1833 loss_giou: 0.3516 loss_ce_0: 0.5012 loss_bbox_0: 0.311 loss_giou_0: 0.5081 loss_ce_1: 0.3978 loss_bbox_1: 0.215 loss_giou_1: 0.3938 loss_ce_2: 0.3356 loss_bbox_2: 0.1939 loss_giou_2: 0.3636 loss_ce_3: 0.3025 loss_bbox_3: 0.1902 loss_giou_3: 0.3556 loss_ce_4: 0.2882 loss_bbox_4: 0.1843 loss_giou_4: 0.3584 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:01] d2.utils.events INFO: eta: 18:56:42 iter: 206159 total_loss: 5.818 loss_ce: 0.3069 loss_bbox: 0.1938 loss_giou: 0.3337 loss_ce_0: 0.5017 loss_bbox_0: 0.3394 loss_giou_0: 0.5073 loss_ce_1: 0.4061 loss_bbox_1: 0.2448 loss_giou_1: 0.3751 loss_ce_2: 0.3452 loss_bbox_2: 0.2098 loss_giou_2: 0.347 loss_ce_3: 0.3173 loss_bbox_3: 0.1995 loss_giou_3: 0.3399 loss_ce_4: 0.3115 loss_bbox_4: 0.197 loss_giou_4: 0.3395 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:06] d2.utils.events INFO: eta: 18:56:44 iter: 206179 total_loss: 5.768 loss_ce: 0.3004 loss_bbox: 0.1994 loss_giou: 0.3572 loss_ce_0: 0.4854 loss_bbox_0: 0.3237 loss_giou_0: 0.5328 loss_ce_1: 0.4123 loss_bbox_1: 0.2244 loss_giou_1: 0.3983 loss_ce_2: 0.3486 loss_bbox_2: 0.2109 loss_giou_2: 0.3736 loss_ce_3: 0.3137 loss_bbox_3: 0.2031 loss_giou_3: 0.3631 loss_ce_4: 0.304 loss_bbox_4: 0.2014 loss_giou_4: 0.3576 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:12] d2.utils.events INFO: eta: 18:56:31 iter: 206199 total_loss: 5.683 loss_ce: 0.2934 loss_bbox: 0.1838 loss_giou: 0.3211 loss_ce_0: 0.4976 loss_bbox_0: 0.3222 loss_giou_0: 0.4887 loss_ce_1: 0.3935 loss_bbox_1: 0.2212 loss_giou_1: 0.364 loss_ce_2: 0.3341 loss_bbox_2: 0.1934 loss_giou_2: 0.3358 loss_ce_3: 0.3095 loss_bbox_3: 0.1844 loss_giou_3: 0.3205 loss_ce_4: 0.2999 loss_bbox_4: 0.1845 loss_giou_4: 0.3219 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:18] d2.utils.events INFO: eta: 18:56:28 iter: 206219 total_loss: 5.712 loss_ce: 0.2874 loss_bbox: 0.1916 loss_giou: 0.3503 loss_ce_0: 0.4973 loss_bbox_0: 0.3186 loss_giou_0: 0.524 loss_ce_1: 0.3976 loss_bbox_1: 0.2259 loss_giou_1: 0.3805 loss_ce_2: 0.3178 loss_bbox_2: 0.2094 loss_giou_2: 0.3532 loss_ce_3: 0.2918 loss_bbox_3: 0.1961 loss_giou_3: 0.3495 loss_ce_4: 0.2792 loss_bbox_4: 0.1913 loss_giou_4: 0.3458 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:24] d2.utils.events INFO: eta: 18:56:30 iter: 206239 total_loss: 5.585 loss_ce: 0.2895 loss_bbox: 0.185 loss_giou: 0.3296 loss_ce_0: 0.4956 loss_bbox_0: 0.3345 loss_giou_0: 0.5042 loss_ce_1: 0.4138 loss_bbox_1: 0.2207 loss_giou_1: 0.3758 loss_ce_2: 0.3347 loss_bbox_2: 0.2068 loss_giou_2: 0.3474 loss_ce_3: 0.2985 loss_bbox_3: 0.1906 loss_giou_3: 0.3415 loss_ce_4: 0.2862 loss_bbox_4: 0.1846 loss_giou_4: 0.3338 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:29] d2.utils.events INFO: eta: 18:56:23 iter: 206259 total_loss: 5.916 loss_ce: 0.3052 loss_bbox: 0.1892 loss_giou: 0.3293 loss_ce_0: 0.5158 loss_bbox_0: 0.3117 loss_giou_0: 0.5217 loss_ce_1: 0.4046 loss_bbox_1: 0.2276 loss_giou_1: 0.385 loss_ce_2: 0.3578 loss_bbox_2: 0.2055 loss_giou_2: 0.3489 loss_ce_3: 0.3207 loss_bbox_3: 0.2024 loss_giou_3: 0.3363 loss_ce_4: 0.3117 loss_bbox_4: 0.194 loss_giou_4: 0.333 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:35] d2.utils.events INFO: eta: 18:56:12 iter: 206279 total_loss: 5.498 loss_ce: 0.2737 loss_bbox: 0.1779 loss_giou: 0.3292 loss_ce_0: 0.4909 loss_bbox_0: 0.3004 loss_giou_0: 0.483 loss_ce_1: 0.3927 loss_bbox_1: 0.2189 loss_giou_1: 0.3648 loss_ce_2: 0.3201 loss_bbox_2: 0.1975 loss_giou_2: 0.3443 loss_ce_3: 0.2956 loss_bbox_3: 0.1836 loss_giou_3: 0.3342 loss_ce_4: 0.2763 loss_bbox_4: 0.1832 loss_giou_4: 0.3315 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:40] d2.utils.events INFO: eta: 18:56:00 iter: 206299 total_loss: 5.701 loss_ce: 0.306 loss_bbox: 0.1871 loss_giou: 0.3348 loss_ce_0: 0.508 loss_bbox_0: 0.3151 loss_giou_0: 0.5021 loss_ce_1: 0.3991 loss_bbox_1: 0.2272 loss_giou_1: 0.3789 loss_ce_2: 0.3479 loss_bbox_2: 0.1982 loss_giou_2: 0.3564 loss_ce_3: 0.3161 loss_bbox_3: 0.194 loss_giou_3: 0.3466 loss_ce_4: 0.3118 loss_bbox_4: 0.1903 loss_giou_4: 0.3378 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:46] d2.utils.events INFO: eta: 18:55:55 iter: 206319 total_loss: 5.672 loss_ce: 0.2959 loss_bbox: 0.1841 loss_giou: 0.3434 loss_ce_0: 0.4912 loss_bbox_0: 0.3077 loss_giou_0: 0.5302 loss_ce_1: 0.3858 loss_bbox_1: 0.2167 loss_giou_1: 0.3955 loss_ce_2: 0.3344 loss_bbox_2: 0.1896 loss_giou_2: 0.3594 loss_ce_3: 0.3078 loss_bbox_3: 0.1846 loss_giou_3: 0.3524 loss_ce_4: 0.2976 loss_bbox_4: 0.1822 loss_giou_4: 0.3411 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:52] d2.utils.events INFO: eta: 18:55:55 iter: 206339 total_loss: 5.563 loss_ce: 0.2878 loss_bbox: 0.1939 loss_giou: 0.3281 loss_ce_0: 0.4872 loss_bbox_0: 0.3209 loss_giou_0: 0.5153 loss_ce_1: 0.4027 loss_bbox_1: 0.2275 loss_giou_1: 0.3761 loss_ce_2: 0.3343 loss_bbox_2: 0.2062 loss_giou_2: 0.3455 loss_ce_3: 0.3054 loss_bbox_3: 0.2024 loss_giou_3: 0.3372 loss_ce_4: 0.2917 loss_bbox_4: 0.196 loss_giou_4: 0.3316 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:02:57] d2.utils.events INFO: eta: 18:55:45 iter: 206359 total_loss: 5.915 loss_ce: 0.3276 loss_bbox: 0.1808 loss_giou: 0.3421 loss_ce_0: 0.5134 loss_bbox_0: 0.2983 loss_giou_0: 0.5347 loss_ce_1: 0.4151 loss_bbox_1: 0.2153 loss_giou_1: 0.3886 loss_ce_2: 0.3661 loss_bbox_2: 0.1901 loss_giou_2: 0.356 loss_ce_3: 0.3435 loss_bbox_3: 0.1846 loss_giou_3: 0.3463 loss_ce_4: 0.332 loss_bbox_4: 0.1838 loss_giou_4: 0.3446 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:03] d2.utils.events INFO: eta: 18:55:13 iter: 206379 total_loss: 5.678 loss_ce: 0.3097 loss_bbox: 0.1831 loss_giou: 0.3394 loss_ce_0: 0.4999 loss_bbox_0: 0.3174 loss_giou_0: 0.5406 loss_ce_1: 0.4092 loss_bbox_1: 0.2189 loss_giou_1: 0.3986 loss_ce_2: 0.3409 loss_bbox_2: 0.1988 loss_giou_2: 0.3701 loss_ce_3: 0.3109 loss_bbox_3: 0.1935 loss_giou_3: 0.351 loss_ce_4: 0.301 loss_bbox_4: 0.1884 loss_giou_4: 0.3417 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:09] d2.utils.events INFO: eta: 18:54:50 iter: 206399 total_loss: 5.643 loss_ce: 0.2856 loss_bbox: 0.1838 loss_giou: 0.3398 loss_ce_0: 0.5031 loss_bbox_0: 0.3048 loss_giou_0: 0.53 loss_ce_1: 0.3985 loss_bbox_1: 0.214 loss_giou_1: 0.3898 loss_ce_2: 0.3356 loss_bbox_2: 0.1934 loss_giou_2: 0.3607 loss_ce_3: 0.2978 loss_bbox_3: 0.1876 loss_giou_3: 0.3501 loss_ce_4: 0.2922 loss_bbox_4: 0.182 loss_giou_4: 0.3423 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:14] d2.utils.events INFO: eta: 18:54:19 iter: 206419 total_loss: 5.554 loss_ce: 0.2678 loss_bbox: 0.18 loss_giou: 0.3317 loss_ce_0: 0.4743 loss_bbox_0: 0.2919 loss_giou_0: 0.5018 loss_ce_1: 0.3888 loss_bbox_1: 0.2072 loss_giou_1: 0.3754 loss_ce_2: 0.3175 loss_bbox_2: 0.1898 loss_giou_2: 0.3478 loss_ce_3: 0.2779 loss_bbox_3: 0.1851 loss_giou_3: 0.3456 loss_ce_4: 0.2712 loss_bbox_4: 0.182 loss_giou_4: 0.339 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:20] d2.utils.events INFO: eta: 18:53:38 iter: 206439 total_loss: 5.4 loss_ce: 0.2733 loss_bbox: 0.1724 loss_giou: 0.3196 loss_ce_0: 0.4948 loss_bbox_0: 0.2939 loss_giou_0: 0.5006 loss_ce_1: 0.3708 loss_bbox_1: 0.2104 loss_giou_1: 0.3663 loss_ce_2: 0.3143 loss_bbox_2: 0.188 loss_giou_2: 0.3355 loss_ce_3: 0.2823 loss_bbox_3: 0.1793 loss_giou_3: 0.3276 loss_ce_4: 0.2739 loss_bbox_4: 0.1738 loss_giou_4: 0.3188 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:26] d2.utils.events INFO: eta: 18:53:32 iter: 206459 total_loss: 5.582 loss_ce: 0.2862 loss_bbox: 0.1681 loss_giou: 0.3477 loss_ce_0: 0.4794 loss_bbox_0: 0.2893 loss_giou_0: 0.5379 loss_ce_1: 0.3861 loss_bbox_1: 0.202 loss_giou_1: 0.3948 loss_ce_2: 0.3136 loss_bbox_2: 0.1859 loss_giou_2: 0.3714 loss_ce_3: 0.2983 loss_bbox_3: 0.1723 loss_giou_3: 0.3561 loss_ce_4: 0.2866 loss_bbox_4: 0.1675 loss_giou_4: 0.3509 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:31] d2.utils.events INFO: eta: 18:53:17 iter: 206479 total_loss: 5.581 loss_ce: 0.2837 loss_bbox: 0.1997 loss_giou: 0.3266 loss_ce_0: 0.4978 loss_bbox_0: 0.3148 loss_giou_0: 0.4949 loss_ce_1: 0.399 loss_bbox_1: 0.2312 loss_giou_1: 0.3725 loss_ce_2: 0.346 loss_bbox_2: 0.2098 loss_giou_2: 0.3403 loss_ce_3: 0.2947 loss_bbox_3: 0.2087 loss_giou_3: 0.3353 loss_ce_4: 0.2898 loss_bbox_4: 0.2037 loss_giou_4: 0.333 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:37] d2.utils.events INFO: eta: 18:53:11 iter: 206499 total_loss: 5.689 loss_ce: 0.2852 loss_bbox: 0.1929 loss_giou: 0.3514 loss_ce_0: 0.4978 loss_bbox_0: 0.312 loss_giou_0: 0.5459 loss_ce_1: 0.3901 loss_bbox_1: 0.2213 loss_giou_1: 0.3942 loss_ce_2: 0.3289 loss_bbox_2: 0.2006 loss_giou_2: 0.3671 loss_ce_3: 0.3035 loss_bbox_3: 0.1957 loss_giou_3: 0.3536 loss_ce_4: 0.2883 loss_bbox_4: 0.1974 loss_giou_4: 0.3575 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:42] d2.utils.events INFO: eta: 18:53:08 iter: 206519 total_loss: 5.549 loss_ce: 0.2707 loss_bbox: 0.172 loss_giou: 0.3356 loss_ce_0: 0.4735 loss_bbox_0: 0.2907 loss_giou_0: 0.5234 loss_ce_1: 0.3682 loss_bbox_1: 0.205 loss_giou_1: 0.3811 loss_ce_2: 0.3037 loss_bbox_2: 0.1884 loss_giou_2: 0.3537 loss_ce_3: 0.2774 loss_bbox_3: 0.1796 loss_giou_3: 0.3405 loss_ce_4: 0.2733 loss_bbox_4: 0.1778 loss_giou_4: 0.3392 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:48] d2.utils.events INFO: eta: 18:53:25 iter: 206539 total_loss: 5.652 loss_ce: 0.2815 loss_bbox: 0.1773 loss_giou: 0.3349 loss_ce_0: 0.4961 loss_bbox_0: 0.3141 loss_giou_0: 0.5209 loss_ce_1: 0.3906 loss_bbox_1: 0.2141 loss_giou_1: 0.3842 loss_ce_2: 0.3188 loss_bbox_2: 0.197 loss_giou_2: 0.3587 loss_ce_3: 0.2882 loss_bbox_3: 0.1836 loss_giou_3: 0.3488 loss_ce_4: 0.2792 loss_bbox_4: 0.179 loss_giou_4: 0.339 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 06:03:54] d2.utils.events INFO: eta: 18:53:14 iter: 206559 total_loss: 5.789 loss_ce: 0.2824 loss_bbox: 0.1815 loss_giou: 0.3454 loss_ce_0: 0.5195 loss_bbox_0: 0.3243 loss_giou_0: 0.5417 loss_ce_1: 0.3988 loss_bbox_1: 0.2109 loss_giou_1: 0.4045 loss_ce_2: 0.3347 loss_bbox_2: 0.1912 loss_giou_2: 0.3656 loss_ce_3: 0.3004 loss_bbox_3: 0.1829 loss_giou_3: 0.3526 loss_ce_4: 0.2871 loss_bbox_4: 0.1847 loss_giou_4: 0.3489 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:00] d2.utils.events INFO: eta: 18:53:44 iter: 206579 total_loss: 5.907 loss_ce: 0.2988 loss_bbox: 0.1729 loss_giou: 0.3556 loss_ce_0: 0.5133 loss_bbox_0: 0.3128 loss_giou_0: 0.5574 loss_ce_1: 0.3994 loss_bbox_1: 0.2105 loss_giou_1: 0.411 loss_ce_2: 0.3321 loss_bbox_2: 0.185 loss_giou_2: 0.3732 loss_ce_3: 0.3099 loss_bbox_3: 0.1802 loss_giou_3: 0.3686 loss_ce_4: 0.3016 loss_bbox_4: 0.1769 loss_giou_4: 0.3581 time: 0.2801 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:05] d2.utils.events INFO: eta: 18:53:55 iter: 206599 total_loss: 5.899 loss_ce: 0.2974 loss_bbox: 0.1895 loss_giou: 0.3486 loss_ce_0: 0.5234 loss_bbox_0: 0.3279 loss_giou_0: 0.5298 loss_ce_1: 0.4069 loss_bbox_1: 0.2231 loss_giou_1: 0.4 loss_ce_2: 0.3412 loss_bbox_2: 0.1998 loss_giou_2: 0.3713 loss_ce_3: 0.3115 loss_bbox_3: 0.1934 loss_giou_3: 0.3558 loss_ce_4: 0.3 loss_bbox_4: 0.1937 loss_giou_4: 0.3501 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:11] d2.utils.events INFO: eta: 18:54:26 iter: 206619 total_loss: 5.687 loss_ce: 0.2809 loss_bbox: 0.1936 loss_giou: 0.3408 loss_ce_0: 0.4966 loss_bbox_0: 0.3043 loss_giou_0: 0.5179 loss_ce_1: 0.3779 loss_bbox_1: 0.216 loss_giou_1: 0.3899 loss_ce_2: 0.329 loss_bbox_2: 0.1947 loss_giou_2: 0.357 loss_ce_3: 0.2955 loss_bbox_3: 0.1931 loss_giou_3: 0.3487 loss_ce_4: 0.2875 loss_bbox_4: 0.1906 loss_giou_4: 0.3389 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:17] d2.utils.events INFO: eta: 18:54:31 iter: 206639 total_loss: 5.542 loss_ce: 0.2696 loss_bbox: 0.1914 loss_giou: 0.3201 loss_ce_0: 0.4961 loss_bbox_0: 0.3129 loss_giou_0: 0.4896 loss_ce_1: 0.3892 loss_bbox_1: 0.2254 loss_giou_1: 0.3734 loss_ce_2: 0.3096 loss_bbox_2: 0.2089 loss_giou_2: 0.3397 loss_ce_3: 0.3033 loss_bbox_3: 0.1949 loss_giou_3: 0.3286 loss_ce_4: 0.2782 loss_bbox_4: 0.1967 loss_giou_4: 0.3273 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:22] d2.utils.events INFO: eta: 18:54:21 iter: 206659 total_loss: 5.84 loss_ce: 0.2995 loss_bbox: 0.1903 loss_giou: 0.3464 loss_ce_0: 0.5156 loss_bbox_0: 0.3137 loss_giou_0: 0.5322 loss_ce_1: 0.4028 loss_bbox_1: 0.2125 loss_giou_1: 0.404 loss_ce_2: 0.3405 loss_bbox_2: 0.2052 loss_giou_2: 0.3629 loss_ce_3: 0.3185 loss_bbox_3: 0.1983 loss_giou_3: 0.3579 loss_ce_4: 0.304 loss_bbox_4: 0.1873 loss_giou_4: 0.3519 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:28] d2.utils.events INFO: eta: 18:54:09 iter: 206679 total_loss: 5.675 loss_ce: 0.2861 loss_bbox: 0.1888 loss_giou: 0.3242 loss_ce_0: 0.5034 loss_bbox_0: 0.3092 loss_giou_0: 0.4867 loss_ce_1: 0.3922 loss_bbox_1: 0.2242 loss_giou_1: 0.3711 loss_ce_2: 0.3432 loss_bbox_2: 0.2061 loss_giou_2: 0.3418 loss_ce_3: 0.3043 loss_bbox_3: 0.1925 loss_giou_3: 0.3356 loss_ce_4: 0.2907 loss_bbox_4: 0.1896 loss_giou_4: 0.3287 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:34] d2.utils.events INFO: eta: 18:54:17 iter: 206699 total_loss: 5.516 loss_ce: 0.2768 loss_bbox: 0.1959 loss_giou: 0.3405 loss_ce_0: 0.4925 loss_bbox_0: 0.3128 loss_giou_0: 0.5199 loss_ce_1: 0.3774 loss_bbox_1: 0.2231 loss_giou_1: 0.3959 loss_ce_2: 0.3112 loss_bbox_2: 0.2009 loss_giou_2: 0.3599 loss_ce_3: 0.2834 loss_bbox_3: 0.2013 loss_giou_3: 0.3486 loss_ce_4: 0.2766 loss_bbox_4: 0.1945 loss_giou_4: 0.3439 time: 0.2801 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:39] d2.utils.events INFO: eta: 18:54:22 iter: 206719 total_loss: 5.875 loss_ce: 0.3011 loss_bbox: 0.1963 loss_giou: 0.3457 loss_ce_0: 0.5075 loss_bbox_0: 0.3187 loss_giou_0: 0.5173 loss_ce_1: 0.3987 loss_bbox_1: 0.2325 loss_giou_1: 0.3988 loss_ce_2: 0.3371 loss_bbox_2: 0.2115 loss_giou_2: 0.3709 loss_ce_3: 0.3035 loss_bbox_3: 0.2024 loss_giou_3: 0.3616 loss_ce_4: 0.2966 loss_bbox_4: 0.1987 loss_giou_4: 0.346 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:45] d2.utils.events INFO: eta: 18:54:01 iter: 206739 total_loss: 5.65 loss_ce: 0.2979 loss_bbox: 0.1832 loss_giou: 0.3215 loss_ce_0: 0.4961 loss_bbox_0: 0.3055 loss_giou_0: 0.4785 loss_ce_1: 0.3985 loss_bbox_1: 0.2236 loss_giou_1: 0.3691 loss_ce_2: 0.3405 loss_bbox_2: 0.1962 loss_giou_2: 0.3367 loss_ce_3: 0.3089 loss_bbox_3: 0.1954 loss_giou_3: 0.3347 loss_ce_4: 0.301 loss_bbox_4: 0.1875 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:51] d2.utils.events INFO: eta: 18:54:01 iter: 206759 total_loss: 5.64 loss_ce: 0.3011 loss_bbox: 0.1846 loss_giou: 0.3323 loss_ce_0: 0.4991 loss_bbox_0: 0.3145 loss_giou_0: 0.5203 loss_ce_1: 0.4019 loss_bbox_1: 0.2097 loss_giou_1: 0.3805 loss_ce_2: 0.3341 loss_bbox_2: 0.1977 loss_giou_2: 0.3521 loss_ce_3: 0.3161 loss_bbox_3: 0.1888 loss_giou_3: 0.3531 loss_ce_4: 0.2985 loss_bbox_4: 0.1867 loss_giou_4: 0.3404 time: 0.2801 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 06:04:57] d2.utils.events INFO: eta: 18:54:37 iter: 206779 total_loss: 5.689 loss_ce: 0.3002 loss_bbox: 0.1804 loss_giou: 0.3419 loss_ce_0: 0.4838 loss_bbox_0: 0.3114 loss_giou_0: 0.5237 loss_ce_1: 0.3858 loss_bbox_1: 0.2128 loss_giou_1: 0.3989 loss_ce_2: 0.3252 loss_bbox_2: 0.1922 loss_giou_2: 0.3657 loss_ce_3: 0.3089 loss_bbox_3: 0.1899 loss_giou_3: 0.3585 loss_ce_4: 0.3012 loss_bbox_4: 0.1857 loss_giou_4: 0.3427 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:02] d2.utils.events INFO: eta: 18:54:40 iter: 206799 total_loss: 5.568 loss_ce: 0.2773 loss_bbox: 0.1933 loss_giou: 0.3488 loss_ce_0: 0.4896 loss_bbox_0: 0.3225 loss_giou_0: 0.5171 loss_ce_1: 0.3927 loss_bbox_1: 0.2243 loss_giou_1: 0.3842 loss_ce_2: 0.3271 loss_bbox_2: 0.2111 loss_giou_2: 0.3662 loss_ce_3: 0.2875 loss_bbox_3: 0.2025 loss_giou_3: 0.3604 loss_ce_4: 0.2812 loss_bbox_4: 0.1961 loss_giou_4: 0.355 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:08] d2.utils.events INFO: eta: 18:54:51 iter: 206819 total_loss: 5.909 loss_ce: 0.2856 loss_bbox: 0.1877 loss_giou: 0.3554 loss_ce_0: 0.507 loss_bbox_0: 0.3185 loss_giou_0: 0.5328 loss_ce_1: 0.4019 loss_bbox_1: 0.2223 loss_giou_1: 0.3982 loss_ce_2: 0.3328 loss_bbox_2: 0.1996 loss_giou_2: 0.377 loss_ce_3: 0.3051 loss_bbox_3: 0.1933 loss_giou_3: 0.3664 loss_ce_4: 0.2917 loss_bbox_4: 0.1931 loss_giou_4: 0.3582 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:14] d2.utils.events INFO: eta: 18:55:05 iter: 206839 total_loss: 5.704 loss_ce: 0.293 loss_bbox: 0.1998 loss_giou: 0.3395 loss_ce_0: 0.4964 loss_bbox_0: 0.3194 loss_giou_0: 0.5047 loss_ce_1: 0.4 loss_bbox_1: 0.2199 loss_giou_1: 0.3855 loss_ce_2: 0.3416 loss_bbox_2: 0.2085 loss_giou_2: 0.3586 loss_ce_3: 0.3043 loss_bbox_3: 0.2071 loss_giou_3: 0.3469 loss_ce_4: 0.2933 loss_bbox_4: 0.2023 loss_giou_4: 0.3425 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:19] d2.utils.events INFO: eta: 18:54:23 iter: 206859 total_loss: 5.601 loss_ce: 0.2667 loss_bbox: 0.1923 loss_giou: 0.3459 loss_ce_0: 0.4891 loss_bbox_0: 0.3206 loss_giou_0: 0.517 loss_ce_1: 0.3947 loss_bbox_1: 0.2193 loss_giou_1: 0.3802 loss_ce_2: 0.3224 loss_bbox_2: 0.2086 loss_giou_2: 0.3629 loss_ce_3: 0.285 loss_bbox_3: 0.1971 loss_giou_3: 0.3516 loss_ce_4: 0.2772 loss_bbox_4: 0.1921 loss_giou_4: 0.3528 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:25] d2.utils.events INFO: eta: 18:53:49 iter: 206879 total_loss: 5.708 loss_ce: 0.3257 loss_bbox: 0.1896 loss_giou: 0.3246 loss_ce_0: 0.5087 loss_bbox_0: 0.3281 loss_giou_0: 0.4999 loss_ce_1: 0.4237 loss_bbox_1: 0.225 loss_giou_1: 0.3576 loss_ce_2: 0.3559 loss_bbox_2: 0.2051 loss_giou_2: 0.3359 loss_ce_3: 0.335 loss_bbox_3: 0.1952 loss_giou_3: 0.3276 loss_ce_4: 0.3285 loss_bbox_4: 0.193 loss_giou_4: 0.3233 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:31] d2.utils.events INFO: eta: 18:53:43 iter: 206899 total_loss: 5.442 loss_ce: 0.2728 loss_bbox: 0.1825 loss_giou: 0.3225 loss_ce_0: 0.4869 loss_bbox_0: 0.311 loss_giou_0: 0.5088 loss_ce_1: 0.3892 loss_bbox_1: 0.2177 loss_giou_1: 0.3728 loss_ce_2: 0.3216 loss_bbox_2: 0.1963 loss_giou_2: 0.3437 loss_ce_3: 0.2841 loss_bbox_3: 0.1895 loss_giou_3: 0.3314 loss_ce_4: 0.2737 loss_bbox_4: 0.1852 loss_giou_4: 0.3243 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:36] d2.utils.events INFO: eta: 18:53:22 iter: 206919 total_loss: 5.832 loss_ce: 0.2864 loss_bbox: 0.1993 loss_giou: 0.3329 loss_ce_0: 0.4972 loss_bbox_0: 0.3221 loss_giou_0: 0.4955 loss_ce_1: 0.4028 loss_bbox_1: 0.2308 loss_giou_1: 0.3916 loss_ce_2: 0.3344 loss_bbox_2: 0.206 loss_giou_2: 0.35 loss_ce_3: 0.3059 loss_bbox_3: 0.2081 loss_giou_3: 0.3421 loss_ce_4: 0.2916 loss_bbox_4: 0.2007 loss_giou_4: 0.3348 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:42] d2.utils.events INFO: eta: 18:53:32 iter: 206939 total_loss: 5.563 loss_ce: 0.2762 loss_bbox: 0.1892 loss_giou: 0.316 loss_ce_0: 0.4898 loss_bbox_0: 0.3226 loss_giou_0: 0.4702 loss_ce_1: 0.3991 loss_bbox_1: 0.2271 loss_giou_1: 0.3566 loss_ce_2: 0.3284 loss_bbox_2: 0.2096 loss_giou_2: 0.3283 loss_ce_3: 0.293 loss_bbox_3: 0.1961 loss_giou_3: 0.3189 loss_ce_4: 0.2809 loss_bbox_4: 0.1935 loss_giou_4: 0.3185 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:48] d2.utils.events INFO: eta: 18:53:35 iter: 206959 total_loss: 5.683 loss_ce: 0.289 loss_bbox: 0.1764 loss_giou: 0.3379 loss_ce_0: 0.4823 loss_bbox_0: 0.3017 loss_giou_0: 0.5132 loss_ce_1: 0.379 loss_bbox_1: 0.2081 loss_giou_1: 0.3808 loss_ce_2: 0.3173 loss_bbox_2: 0.1841 loss_giou_2: 0.3552 loss_ce_3: 0.2901 loss_bbox_3: 0.1802 loss_giou_3: 0.3501 loss_ce_4: 0.2899 loss_bbox_4: 0.1761 loss_giou_4: 0.3441 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:53] d2.utils.events INFO: eta: 18:53:05 iter: 206979 total_loss: 5.534 loss_ce: 0.2763 loss_bbox: 0.1839 loss_giou: 0.3345 loss_ce_0: 0.4904 loss_bbox_0: 0.2967 loss_giou_0: 0.501 loss_ce_1: 0.3879 loss_bbox_1: 0.2096 loss_giou_1: 0.3762 loss_ce_2: 0.3207 loss_bbox_2: 0.1943 loss_giou_2: 0.3458 loss_ce_3: 0.2904 loss_bbox_3: 0.1882 loss_giou_3: 0.3367 loss_ce_4: 0.281 loss_bbox_4: 0.1883 loss_giou_4: 0.3337 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 06:05:59] d2.utils.events INFO: eta: 18:53:15 iter: 206999 total_loss: 5.46 loss_ce: 0.2619 loss_bbox: 0.184 loss_giou: 0.3431 loss_ce_0: 0.4803 loss_bbox_0: 0.3031 loss_giou_0: 0.5025 loss_ce_1: 0.3706 loss_bbox_1: 0.2176 loss_giou_1: 0.3908 loss_ce_2: 0.3186 loss_bbox_2: 0.1917 loss_giou_2: 0.3555 loss_ce_3: 0.2814 loss_bbox_3: 0.1858 loss_giou_3: 0.3533 loss_ce_4: 0.2609 loss_bbox_4: 0.1839 loss_giou_4: 0.3424 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:04] d2.utils.events INFO: eta: 18:52:54 iter: 207019 total_loss: 5.47 loss_ce: 0.2795 loss_bbox: 0.1699 loss_giou: 0.3368 loss_ce_0: 0.4935 loss_bbox_0: 0.3108 loss_giou_0: 0.5143 loss_ce_1: 0.3933 loss_bbox_1: 0.2062 loss_giou_1: 0.3715 loss_ce_2: 0.3233 loss_bbox_2: 0.1814 loss_giou_2: 0.358 loss_ce_3: 0.2874 loss_bbox_3: 0.1758 loss_giou_3: 0.3471 loss_ce_4: 0.2748 loss_bbox_4: 0.1726 loss_giou_4: 0.3406 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:10] d2.utils.events INFO: eta: 18:52:48 iter: 207039 total_loss: 5.925 loss_ce: 0.2997 loss_bbox: 0.1971 loss_giou: 0.3619 loss_ce_0: 0.5168 loss_bbox_0: 0.3235 loss_giou_0: 0.5456 loss_ce_1: 0.3946 loss_bbox_1: 0.2293 loss_giou_1: 0.4076 loss_ce_2: 0.3403 loss_bbox_2: 0.21 loss_giou_2: 0.3826 loss_ce_3: 0.3111 loss_bbox_3: 0.1961 loss_giou_3: 0.3708 loss_ce_4: 0.3013 loss_bbox_4: 0.1996 loss_giou_4: 0.3667 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:16] d2.utils.events INFO: eta: 18:52:51 iter: 207059 total_loss: 6.003 loss_ce: 0.3081 loss_bbox: 0.1971 loss_giou: 0.3485 loss_ce_0: 0.5262 loss_bbox_0: 0.332 loss_giou_0: 0.5076 loss_ce_1: 0.4057 loss_bbox_1: 0.2336 loss_giou_1: 0.3843 loss_ce_2: 0.3403 loss_bbox_2: 0.2125 loss_giou_2: 0.364 loss_ce_3: 0.3108 loss_bbox_3: 0.2071 loss_giou_3: 0.3557 loss_ce_4: 0.3031 loss_bbox_4: 0.1998 loss_giou_4: 0.3488 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:21] d2.utils.events INFO: eta: 18:52:10 iter: 207079 total_loss: 5.275 loss_ce: 0.2782 loss_bbox: 0.1776 loss_giou: 0.3166 loss_ce_0: 0.4865 loss_bbox_0: 0.3031 loss_giou_0: 0.4953 loss_ce_1: 0.3837 loss_bbox_1: 0.2058 loss_giou_1: 0.3648 loss_ce_2: 0.319 loss_bbox_2: 0.1914 loss_giou_2: 0.3348 loss_ce_3: 0.2866 loss_bbox_3: 0.1866 loss_giou_3: 0.3256 loss_ce_4: 0.2747 loss_bbox_4: 0.1838 loss_giou_4: 0.3192 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:27] d2.utils.events INFO: eta: 18:52:21 iter: 207099 total_loss: 5.576 loss_ce: 0.2796 loss_bbox: 0.1803 loss_giou: 0.3199 loss_ce_0: 0.5057 loss_bbox_0: 0.3046 loss_giou_0: 0.4867 loss_ce_1: 0.3969 loss_bbox_1: 0.2152 loss_giou_1: 0.3554 loss_ce_2: 0.3317 loss_bbox_2: 0.1865 loss_giou_2: 0.3362 loss_ce_3: 0.3019 loss_bbox_3: 0.1848 loss_giou_3: 0.3265 loss_ce_4: 0.2762 loss_bbox_4: 0.1807 loss_giou_4: 0.3206 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:33] d2.utils.events INFO: eta: 18:52:22 iter: 207119 total_loss: 5.459 loss_ce: 0.258 loss_bbox: 0.1897 loss_giou: 0.3256 loss_ce_0: 0.4881 loss_bbox_0: 0.307 loss_giou_0: 0.474 loss_ce_1: 0.3667 loss_bbox_1: 0.2242 loss_giou_1: 0.358 loss_ce_2: 0.3067 loss_bbox_2: 0.2043 loss_giou_2: 0.3379 loss_ce_3: 0.2764 loss_bbox_3: 0.198 loss_giou_3: 0.3294 loss_ce_4: 0.2618 loss_bbox_4: 0.1932 loss_giou_4: 0.3263 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:38] d2.utils.events INFO: eta: 18:52:20 iter: 207139 total_loss: 5.816 loss_ce: 0.2997 loss_bbox: 0.1871 loss_giou: 0.3288 loss_ce_0: 0.5132 loss_bbox_0: 0.3163 loss_giou_0: 0.502 loss_ce_1: 0.4096 loss_bbox_1: 0.221 loss_giou_1: 0.3796 loss_ce_2: 0.3354 loss_bbox_2: 0.2055 loss_giou_2: 0.3468 loss_ce_3: 0.3017 loss_bbox_3: 0.1921 loss_giou_3: 0.3348 loss_ce_4: 0.2935 loss_bbox_4: 0.193 loss_giou_4: 0.3278 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:44] d2.utils.events INFO: eta: 18:52:19 iter: 207159 total_loss: 5.757 loss_ce: 0.2868 loss_bbox: 0.186 loss_giou: 0.3483 loss_ce_0: 0.5001 loss_bbox_0: 0.3149 loss_giou_0: 0.5278 loss_ce_1: 0.3871 loss_bbox_1: 0.2239 loss_giou_1: 0.3897 loss_ce_2: 0.3324 loss_bbox_2: 0.2035 loss_giou_2: 0.3675 loss_ce_3: 0.2947 loss_bbox_3: 0.1939 loss_giou_3: 0.358 loss_ce_4: 0.2889 loss_bbox_4: 0.1894 loss_giou_4: 0.352 time: 0.2801 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:50] d2.utils.events INFO: eta: 18:51:49 iter: 207179 total_loss: 5.122 loss_ce: 0.2368 loss_bbox: 0.1854 loss_giou: 0.3036 loss_ce_0: 0.485 loss_bbox_0: 0.295 loss_giou_0: 0.4779 loss_ce_1: 0.3626 loss_bbox_1: 0.2077 loss_giou_1: 0.3483 loss_ce_2: 0.2819 loss_bbox_2: 0.1997 loss_giou_2: 0.3206 loss_ce_3: 0.2488 loss_bbox_3: 0.1905 loss_giou_3: 0.3095 loss_ce_4: 0.2315 loss_bbox_4: 0.183 loss_giou_4: 0.3069 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:06:55] d2.utils.events INFO: eta: 18:51:34 iter: 207199 total_loss: 5.853 loss_ce: 0.3033 loss_bbox: 0.1776 loss_giou: 0.3241 loss_ce_0: 0.5027 loss_bbox_0: 0.3129 loss_giou_0: 0.5297 loss_ce_1: 0.4012 loss_bbox_1: 0.2168 loss_giou_1: 0.3798 loss_ce_2: 0.3479 loss_bbox_2: 0.1936 loss_giou_2: 0.3487 loss_ce_3: 0.3139 loss_bbox_3: 0.1855 loss_giou_3: 0.3339 loss_ce_4: 0.3063 loss_bbox_4: 0.18 loss_giou_4: 0.3299 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:01] d2.utils.events INFO: eta: 18:51:24 iter: 207219 total_loss: 5.669 loss_ce: 0.2821 loss_bbox: 0.1859 loss_giou: 0.334 loss_ce_0: 0.4864 loss_bbox_0: 0.309 loss_giou_0: 0.515 loss_ce_1: 0.3766 loss_bbox_1: 0.2237 loss_giou_1: 0.3942 loss_ce_2: 0.3287 loss_bbox_2: 0.2031 loss_giou_2: 0.3593 loss_ce_3: 0.2894 loss_bbox_3: 0.1965 loss_giou_3: 0.3403 loss_ce_4: 0.2837 loss_bbox_4: 0.1907 loss_giou_4: 0.3359 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:07] d2.utils.events INFO: eta: 18:51:13 iter: 207239 total_loss: 5.38 loss_ce: 0.2739 loss_bbox: 0.1732 loss_giou: 0.331 loss_ce_0: 0.4847 loss_bbox_0: 0.3006 loss_giou_0: 0.5042 loss_ce_1: 0.3821 loss_bbox_1: 0.2033 loss_giou_1: 0.3634 loss_ce_2: 0.3252 loss_bbox_2: 0.1865 loss_giou_2: 0.3408 loss_ce_3: 0.287 loss_bbox_3: 0.1787 loss_giou_3: 0.3299 loss_ce_4: 0.2831 loss_bbox_4: 0.1743 loss_giou_4: 0.3352 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:12] d2.utils.events INFO: eta: 18:51:13 iter: 207259 total_loss: 5.622 loss_ce: 0.2784 loss_bbox: 0.1887 loss_giou: 0.3164 loss_ce_0: 0.4928 loss_bbox_0: 0.3159 loss_giou_0: 0.4791 loss_ce_1: 0.3779 loss_bbox_1: 0.2191 loss_giou_1: 0.3716 loss_ce_2: 0.319 loss_bbox_2: 0.1993 loss_giou_2: 0.3374 loss_ce_3: 0.2936 loss_bbox_3: 0.193 loss_giou_3: 0.3267 loss_ce_4: 0.2861 loss_bbox_4: 0.192 loss_giou_4: 0.3215 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:18] d2.utils.events INFO: eta: 18:51:30 iter: 207279 total_loss: 5.864 loss_ce: 0.2903 loss_bbox: 0.1808 loss_giou: 0.3335 loss_ce_0: 0.5004 loss_bbox_0: 0.3126 loss_giou_0: 0.5155 loss_ce_1: 0.4131 loss_bbox_1: 0.2154 loss_giou_1: 0.3847 loss_ce_2: 0.3525 loss_bbox_2: 0.1978 loss_giou_2: 0.3543 loss_ce_3: 0.3164 loss_bbox_3: 0.1875 loss_giou_3: 0.3439 loss_ce_4: 0.305 loss_bbox_4: 0.1839 loss_giou_4: 0.3354 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:24] d2.utils.events INFO: eta: 18:52:05 iter: 207299 total_loss: 5.638 loss_ce: 0.2668 loss_bbox: 0.1807 loss_giou: 0.3363 loss_ce_0: 0.4905 loss_bbox_0: 0.3141 loss_giou_0: 0.519 loss_ce_1: 0.3819 loss_bbox_1: 0.2182 loss_giou_1: 0.3849 loss_ce_2: 0.3208 loss_bbox_2: 0.1903 loss_giou_2: 0.3483 loss_ce_3: 0.2916 loss_bbox_3: 0.1862 loss_giou_3: 0.3408 loss_ce_4: 0.2758 loss_bbox_4: 0.1833 loss_giou_4: 0.3402 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:29] d2.utils.events INFO: eta: 18:51:50 iter: 207319 total_loss: 5.736 loss_ce: 0.2678 loss_bbox: 0.1829 loss_giou: 0.34 loss_ce_0: 0.4798 loss_bbox_0: 0.3099 loss_giou_0: 0.51 loss_ce_1: 0.3816 loss_bbox_1: 0.2238 loss_giou_1: 0.3834 loss_ce_2: 0.3206 loss_bbox_2: 0.205 loss_giou_2: 0.3555 loss_ce_3: 0.2824 loss_bbox_3: 0.1941 loss_giou_3: 0.3498 loss_ce_4: 0.2705 loss_bbox_4: 0.1866 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:35] d2.utils.events INFO: eta: 18:51:53 iter: 207339 total_loss: 5.702 loss_ce: 0.2862 loss_bbox: 0.1863 loss_giou: 0.3497 loss_ce_0: 0.4914 loss_bbox_0: 0.3254 loss_giou_0: 0.5464 loss_ce_1: 0.396 loss_bbox_1: 0.2236 loss_giou_1: 0.4003 loss_ce_2: 0.3176 loss_bbox_2: 0.2055 loss_giou_2: 0.3747 loss_ce_3: 0.2963 loss_bbox_3: 0.1929 loss_giou_3: 0.3539 loss_ce_4: 0.2908 loss_bbox_4: 0.1897 loss_giou_4: 0.3519 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:41] d2.utils.events INFO: eta: 18:52:35 iter: 207359 total_loss: 5.674 loss_ce: 0.3008 loss_bbox: 0.1725 loss_giou: 0.3539 loss_ce_0: 0.5021 loss_bbox_0: 0.306 loss_giou_0: 0.5475 loss_ce_1: 0.408 loss_bbox_1: 0.2007 loss_giou_1: 0.4053 loss_ce_2: 0.3436 loss_bbox_2: 0.1904 loss_giou_2: 0.3664 loss_ce_3: 0.3128 loss_bbox_3: 0.1803 loss_giou_3: 0.3585 loss_ce_4: 0.3029 loss_bbox_4: 0.1752 loss_giou_4: 0.354 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:46] d2.utils.events INFO: eta: 18:52:18 iter: 207379 total_loss: 5.73 loss_ce: 0.2996 loss_bbox: 0.1984 loss_giou: 0.3525 loss_ce_0: 0.4927 loss_bbox_0: 0.2923 loss_giou_0: 0.5485 loss_ce_1: 0.4005 loss_bbox_1: 0.2226 loss_giou_1: 0.4117 loss_ce_2: 0.3312 loss_bbox_2: 0.2043 loss_giou_2: 0.3788 loss_ce_3: 0.3102 loss_bbox_3: 0.1996 loss_giou_3: 0.3602 loss_ce_4: 0.2982 loss_bbox_4: 0.1991 loss_giou_4: 0.349 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:52] d2.utils.events INFO: eta: 18:52:32 iter: 207399 total_loss: 5.843 loss_ce: 0.3056 loss_bbox: 0.1942 loss_giou: 0.3527 loss_ce_0: 0.5024 loss_bbox_0: 0.307 loss_giou_0: 0.5578 loss_ce_1: 0.4094 loss_bbox_1: 0.224 loss_giou_1: 0.4064 loss_ce_2: 0.3624 loss_bbox_2: 0.2003 loss_giou_2: 0.3758 loss_ce_3: 0.3168 loss_bbox_3: 0.1968 loss_giou_3: 0.362 loss_ce_4: 0.2991 loss_bbox_4: 0.1966 loss_giou_4: 0.3513 time: 0.2801 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 06:07:58] d2.utils.events INFO: eta: 18:52:30 iter: 207419 total_loss: 5.763 loss_ce: 0.2838 loss_bbox: 0.1827 loss_giou: 0.3589 loss_ce_0: 0.488 loss_bbox_0: 0.3198 loss_giou_0: 0.5509 loss_ce_1: 0.3873 loss_bbox_1: 0.2203 loss_giou_1: 0.4114 loss_ce_2: 0.3149 loss_bbox_2: 0.1956 loss_giou_2: 0.382 loss_ce_3: 0.2895 loss_bbox_3: 0.1864 loss_giou_3: 0.3757 loss_ce_4: 0.2814 loss_bbox_4: 0.1831 loss_giou_4: 0.3645 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:03] d2.utils.events INFO: eta: 18:52:28 iter: 207439 total_loss: 5.994 loss_ce: 0.2789 loss_bbox: 0.1956 loss_giou: 0.3421 loss_ce_0: 0.5045 loss_bbox_0: 0.3274 loss_giou_0: 0.4986 loss_ce_1: 0.3996 loss_bbox_1: 0.2297 loss_giou_1: 0.3805 loss_ce_2: 0.342 loss_bbox_2: 0.2073 loss_giou_2: 0.357 loss_ce_3: 0.3 loss_bbox_3: 0.2014 loss_giou_3: 0.3536 loss_ce_4: 0.2856 loss_bbox_4: 0.1983 loss_giou_4: 0.3429 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:09] d2.utils.events INFO: eta: 18:52:24 iter: 207459 total_loss: 5.768 loss_ce: 0.3004 loss_bbox: 0.1785 loss_giou: 0.3596 loss_ce_0: 0.5143 loss_bbox_0: 0.3154 loss_giou_0: 0.5344 loss_ce_1: 0.402 loss_bbox_1: 0.2203 loss_giou_1: 0.4123 loss_ce_2: 0.3395 loss_bbox_2: 0.1994 loss_giou_2: 0.3816 loss_ce_3: 0.3142 loss_bbox_3: 0.1835 loss_giou_3: 0.3735 loss_ce_4: 0.302 loss_bbox_4: 0.181 loss_giou_4: 0.3654 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:15] d2.utils.events INFO: eta: 18:52:59 iter: 207479 total_loss: 5.57 loss_ce: 0.2711 loss_bbox: 0.1756 loss_giou: 0.3239 loss_ce_0: 0.4804 loss_bbox_0: 0.3005 loss_giou_0: 0.4937 loss_ce_1: 0.3814 loss_bbox_1: 0.2225 loss_giou_1: 0.363 loss_ce_2: 0.3023 loss_bbox_2: 0.203 loss_giou_2: 0.342 loss_ce_3: 0.2801 loss_bbox_3: 0.196 loss_giou_3: 0.3287 loss_ce_4: 0.2703 loss_bbox_4: 0.179 loss_giou_4: 0.3207 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:21] d2.utils.events INFO: eta: 18:53:17 iter: 207499 total_loss: 5.693 loss_ce: 0.2864 loss_bbox: 0.1919 loss_giou: 0.3322 loss_ce_0: 0.4869 loss_bbox_0: 0.3121 loss_giou_0: 0.5115 loss_ce_1: 0.3975 loss_bbox_1: 0.2152 loss_giou_1: 0.3841 loss_ce_2: 0.3285 loss_bbox_2: 0.2054 loss_giou_2: 0.3552 loss_ce_3: 0.2907 loss_bbox_3: 0.1953 loss_giou_3: 0.3402 loss_ce_4: 0.286 loss_bbox_4: 0.1937 loss_giou_4: 0.3372 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:26] d2.utils.events INFO: eta: 18:53:11 iter: 207519 total_loss: 5.481 loss_ce: 0.295 loss_bbox: 0.1648 loss_giou: 0.3272 loss_ce_0: 0.4899 loss_bbox_0: 0.2963 loss_giou_0: 0.5062 loss_ce_1: 0.3811 loss_bbox_1: 0.1973 loss_giou_1: 0.3802 loss_ce_2: 0.3308 loss_bbox_2: 0.1818 loss_giou_2: 0.3444 loss_ce_3: 0.3034 loss_bbox_3: 0.1723 loss_giou_3: 0.3327 loss_ce_4: 0.2916 loss_bbox_4: 0.1672 loss_giou_4: 0.3272 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:32] d2.utils.events INFO: eta: 18:53:03 iter: 207539 total_loss: 5.414 loss_ce: 0.2634 loss_bbox: 0.1757 loss_giou: 0.3223 loss_ce_0: 0.4588 loss_bbox_0: 0.3098 loss_giou_0: 0.5027 loss_ce_1: 0.3578 loss_bbox_1: 0.2075 loss_giou_1: 0.3593 loss_ce_2: 0.3083 loss_bbox_2: 0.1934 loss_giou_2: 0.3339 loss_ce_3: 0.2747 loss_bbox_3: 0.1833 loss_giou_3: 0.3245 loss_ce_4: 0.2638 loss_bbox_4: 0.1794 loss_giou_4: 0.3235 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:38] d2.utils.events INFO: eta: 18:53:18 iter: 207559 total_loss: 5.654 loss_ce: 0.27 loss_bbox: 0.1832 loss_giou: 0.3445 loss_ce_0: 0.4919 loss_bbox_0: 0.3013 loss_giou_0: 0.5207 loss_ce_1: 0.3914 loss_bbox_1: 0.2138 loss_giou_1: 0.3905 loss_ce_2: 0.3191 loss_bbox_2: 0.1952 loss_giou_2: 0.372 loss_ce_3: 0.2886 loss_bbox_3: 0.1878 loss_giou_3: 0.3603 loss_ce_4: 0.2683 loss_bbox_4: 0.1838 loss_giou_4: 0.3497 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:43] d2.utils.events INFO: eta: 18:52:52 iter: 207579 total_loss: 5.513 loss_ce: 0.2678 loss_bbox: 0.1653 loss_giou: 0.3387 loss_ce_0: 0.5006 loss_bbox_0: 0.2911 loss_giou_0: 0.5202 loss_ce_1: 0.3888 loss_bbox_1: 0.1951 loss_giou_1: 0.3822 loss_ce_2: 0.3155 loss_bbox_2: 0.1801 loss_giou_2: 0.3596 loss_ce_3: 0.2826 loss_bbox_3: 0.1744 loss_giou_3: 0.346 loss_ce_4: 0.2761 loss_bbox_4: 0.168 loss_giou_4: 0.3416 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:49] d2.utils.events INFO: eta: 18:52:53 iter: 207599 total_loss: 5.866 loss_ce: 0.3105 loss_bbox: 0.1967 loss_giou: 0.343 loss_ce_0: 0.5089 loss_bbox_0: 0.3186 loss_giou_0: 0.532 loss_ce_1: 0.4037 loss_bbox_1: 0.2291 loss_giou_1: 0.4021 loss_ce_2: 0.3446 loss_bbox_2: 0.2077 loss_giou_2: 0.3661 loss_ce_3: 0.3284 loss_bbox_3: 0.1994 loss_giou_3: 0.3584 loss_ce_4: 0.3034 loss_bbox_4: 0.1978 loss_giou_4: 0.3472 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:08:54] d2.utils.events INFO: eta: 18:52:20 iter: 207619 total_loss: 5.619 loss_ce: 0.2798 loss_bbox: 0.1813 loss_giou: 0.3208 loss_ce_0: 0.4914 loss_bbox_0: 0.303 loss_giou_0: 0.5147 loss_ce_1: 0.3979 loss_bbox_1: 0.2102 loss_giou_1: 0.3812 loss_ce_2: 0.3355 loss_bbox_2: 0.1897 loss_giou_2: 0.3392 loss_ce_3: 0.295 loss_bbox_3: 0.1859 loss_giou_3: 0.3313 loss_ce_4: 0.2797 loss_bbox_4: 0.185 loss_giou_4: 0.3258 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:00] d2.utils.events INFO: eta: 18:52:05 iter: 207639 total_loss: 5.797 loss_ce: 0.3096 loss_bbox: 0.1861 loss_giou: 0.325 loss_ce_0: 0.5138 loss_bbox_0: 0.3186 loss_giou_0: 0.5104 loss_ce_1: 0.4133 loss_bbox_1: 0.2132 loss_giou_1: 0.3838 loss_ce_2: 0.3478 loss_bbox_2: 0.195 loss_giou_2: 0.3497 loss_ce_3: 0.313 loss_bbox_3: 0.19 loss_giou_3: 0.3481 loss_ce_4: 0.3 loss_bbox_4: 0.1873 loss_giou_4: 0.334 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:06] d2.utils.events INFO: eta: 18:51:59 iter: 207659 total_loss: 5.818 loss_ce: 0.2981 loss_bbox: 0.1866 loss_giou: 0.3584 loss_ce_0: 0.5036 loss_bbox_0: 0.3144 loss_giou_0: 0.5505 loss_ce_1: 0.3905 loss_bbox_1: 0.2197 loss_giou_1: 0.3972 loss_ce_2: 0.3396 loss_bbox_2: 0.1994 loss_giou_2: 0.3725 loss_ce_3: 0.3119 loss_bbox_3: 0.1912 loss_giou_3: 0.3678 loss_ce_4: 0.2993 loss_bbox_4: 0.1888 loss_giou_4: 0.364 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:12] d2.utils.events INFO: eta: 18:52:03 iter: 207679 total_loss: 5.74 loss_ce: 0.3061 loss_bbox: 0.1799 loss_giou: 0.3241 loss_ce_0: 0.5083 loss_bbox_0: 0.3165 loss_giou_0: 0.5033 loss_ce_1: 0.4135 loss_bbox_1: 0.2207 loss_giou_1: 0.3696 loss_ce_2: 0.3543 loss_bbox_2: 0.1932 loss_giou_2: 0.3395 loss_ce_3: 0.3155 loss_bbox_3: 0.1869 loss_giou_3: 0.3302 loss_ce_4: 0.3077 loss_bbox_4: 0.1832 loss_giou_4: 0.3274 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:17] d2.utils.events INFO: eta: 18:51:17 iter: 207699 total_loss: 5.426 loss_ce: 0.2573 loss_bbox: 0.1968 loss_giou: 0.3357 loss_ce_0: 0.4706 loss_bbox_0: 0.311 loss_giou_0: 0.5224 loss_ce_1: 0.3826 loss_bbox_1: 0.2285 loss_giou_1: 0.3838 loss_ce_2: 0.3051 loss_bbox_2: 0.2083 loss_giou_2: 0.349 loss_ce_3: 0.2685 loss_bbox_3: 0.1972 loss_giou_3: 0.3368 loss_ce_4: 0.2533 loss_bbox_4: 0.1932 loss_giou_4: 0.3333 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:23] d2.utils.events INFO: eta: 18:51:52 iter: 207719 total_loss: 5.478 loss_ce: 0.2835 loss_bbox: 0.1749 loss_giou: 0.3051 loss_ce_0: 0.4981 loss_bbox_0: 0.3111 loss_giou_0: 0.4971 loss_ce_1: 0.3904 loss_bbox_1: 0.2083 loss_giou_1: 0.3579 loss_ce_2: 0.329 loss_bbox_2: 0.195 loss_giou_2: 0.3295 loss_ce_3: 0.2929 loss_bbox_3: 0.1809 loss_giou_3: 0.3162 loss_ce_4: 0.2863 loss_bbox_4: 0.1758 loss_giou_4: 0.3102 time: 0.2801 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:28] d2.utils.events INFO: eta: 18:51:22 iter: 207739 total_loss: 5.656 loss_ce: 0.2686 loss_bbox: 0.1832 loss_giou: 0.3516 loss_ce_0: 0.4943 loss_bbox_0: 0.3158 loss_giou_0: 0.5357 loss_ce_1: 0.3824 loss_bbox_1: 0.2186 loss_giou_1: 0.409 loss_ce_2: 0.3043 loss_bbox_2: 0.1955 loss_giou_2: 0.3701 loss_ce_3: 0.2793 loss_bbox_3: 0.1899 loss_giou_3: 0.3571 loss_ce_4: 0.2603 loss_bbox_4: 0.1832 loss_giou_4: 0.3556 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:34] d2.utils.events INFO: eta: 18:50:51 iter: 207759 total_loss: 5.353 loss_ce: 0.2785 loss_bbox: 0.1725 loss_giou: 0.3035 loss_ce_0: 0.4972 loss_bbox_0: 0.2987 loss_giou_0: 0.4871 loss_ce_1: 0.3802 loss_bbox_1: 0.208 loss_giou_1: 0.3596 loss_ce_2: 0.3287 loss_bbox_2: 0.1933 loss_giou_2: 0.33 loss_ce_3: 0.2992 loss_bbox_3: 0.1777 loss_giou_3: 0.3109 loss_ce_4: 0.2857 loss_bbox_4: 0.1756 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:40] d2.utils.events INFO: eta: 18:50:41 iter: 207779 total_loss: 5.666 loss_ce: 0.3139 loss_bbox: 0.1689 loss_giou: 0.3479 loss_ce_0: 0.5007 loss_bbox_0: 0.3068 loss_giou_0: 0.5253 loss_ce_1: 0.4113 loss_bbox_1: 0.2107 loss_giou_1: 0.3876 loss_ce_2: 0.3476 loss_bbox_2: 0.1972 loss_giou_2: 0.3713 loss_ce_3: 0.3178 loss_bbox_3: 0.194 loss_giou_3: 0.3611 loss_ce_4: 0.3149 loss_bbox_4: 0.1816 loss_giou_4: 0.355 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:46] d2.utils.events INFO: eta: 18:50:20 iter: 207799 total_loss: 5.67 loss_ce: 0.2915 loss_bbox: 0.1826 loss_giou: 0.3314 loss_ce_0: 0.497 loss_bbox_0: 0.3036 loss_giou_0: 0.5188 loss_ce_1: 0.3984 loss_bbox_1: 0.2111 loss_giou_1: 0.3718 loss_ce_2: 0.3321 loss_bbox_2: 0.1913 loss_giou_2: 0.345 loss_ce_3: 0.3034 loss_bbox_3: 0.1867 loss_giou_3: 0.3338 loss_ce_4: 0.2932 loss_bbox_4: 0.1847 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:51] d2.utils.events INFO: eta: 18:49:31 iter: 207819 total_loss: 5.858 loss_ce: 0.2901 loss_bbox: 0.1754 loss_giou: 0.3479 loss_ce_0: 0.4987 loss_bbox_0: 0.3153 loss_giou_0: 0.5458 loss_ce_1: 0.398 loss_bbox_1: 0.2168 loss_giou_1: 0.3953 loss_ce_2: 0.3411 loss_bbox_2: 0.1898 loss_giou_2: 0.3685 loss_ce_3: 0.3025 loss_bbox_3: 0.1854 loss_giou_3: 0.3563 loss_ce_4: 0.2875 loss_bbox_4: 0.1804 loss_giou_4: 0.3533 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:09:57] d2.utils.events INFO: eta: 18:49:08 iter: 207839 total_loss: 5.54 loss_ce: 0.2615 loss_bbox: 0.1691 loss_giou: 0.3437 loss_ce_0: 0.4982 loss_bbox_0: 0.2868 loss_giou_0: 0.5145 loss_ce_1: 0.3849 loss_bbox_1: 0.2109 loss_giou_1: 0.3917 loss_ce_2: 0.3137 loss_bbox_2: 0.1844 loss_giou_2: 0.3652 loss_ce_3: 0.2875 loss_bbox_3: 0.179 loss_giou_3: 0.3503 loss_ce_4: 0.2654 loss_bbox_4: 0.1723 loss_giou_4: 0.3448 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:03] d2.utils.events INFO: eta: 18:48:59 iter: 207859 total_loss: 5.54 loss_ce: 0.2645 loss_bbox: 0.18 loss_giou: 0.3301 loss_ce_0: 0.4696 loss_bbox_0: 0.3053 loss_giou_0: 0.5092 loss_ce_1: 0.3633 loss_bbox_1: 0.2102 loss_giou_1: 0.3759 loss_ce_2: 0.2998 loss_bbox_2: 0.1845 loss_giou_2: 0.3476 loss_ce_3: 0.2719 loss_bbox_3: 0.1867 loss_giou_3: 0.3347 loss_ce_4: 0.2703 loss_bbox_4: 0.1812 loss_giou_4: 0.3319 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:08] d2.utils.events INFO: eta: 18:49:02 iter: 207879 total_loss: 5.728 loss_ce: 0.2945 loss_bbox: 0.1858 loss_giou: 0.3296 loss_ce_0: 0.4966 loss_bbox_0: 0.318 loss_giou_0: 0.5188 loss_ce_1: 0.3933 loss_bbox_1: 0.2233 loss_giou_1: 0.3941 loss_ce_2: 0.3282 loss_bbox_2: 0.2013 loss_giou_2: 0.3518 loss_ce_3: 0.2958 loss_bbox_3: 0.1885 loss_giou_3: 0.3337 loss_ce_4: 0.2909 loss_bbox_4: 0.1888 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:14] d2.utils.events INFO: eta: 18:48:54 iter: 207899 total_loss: 5.53 loss_ce: 0.2771 loss_bbox: 0.1817 loss_giou: 0.3158 loss_ce_0: 0.4821 loss_bbox_0: 0.3118 loss_giou_0: 0.5247 loss_ce_1: 0.3823 loss_bbox_1: 0.2138 loss_giou_1: 0.3676 loss_ce_2: 0.3162 loss_bbox_2: 0.1945 loss_giou_2: 0.3368 loss_ce_3: 0.2897 loss_bbox_3: 0.1874 loss_giou_3: 0.3238 loss_ce_4: 0.2763 loss_bbox_4: 0.1853 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:20] d2.utils.events INFO: eta: 18:48:48 iter: 207919 total_loss: 5.859 loss_ce: 0.313 loss_bbox: 0.1845 loss_giou: 0.3284 loss_ce_0: 0.5096 loss_bbox_0: 0.3156 loss_giou_0: 0.5133 loss_ce_1: 0.4105 loss_bbox_1: 0.2247 loss_giou_1: 0.3779 loss_ce_2: 0.339 loss_bbox_2: 0.2037 loss_giou_2: 0.3481 loss_ce_3: 0.3132 loss_bbox_3: 0.1927 loss_giou_3: 0.3388 loss_ce_4: 0.3054 loss_bbox_4: 0.1868 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:25] d2.utils.events INFO: eta: 18:48:45 iter: 207939 total_loss: 5.484 loss_ce: 0.2781 loss_bbox: 0.1805 loss_giou: 0.3136 loss_ce_0: 0.4859 loss_bbox_0: 0.3094 loss_giou_0: 0.4933 loss_ce_1: 0.3776 loss_bbox_1: 0.2136 loss_giou_1: 0.3621 loss_ce_2: 0.3091 loss_bbox_2: 0.1925 loss_giou_2: 0.3327 loss_ce_3: 0.2919 loss_bbox_3: 0.185 loss_giou_3: 0.3218 loss_ce_4: 0.2812 loss_bbox_4: 0.183 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:31] d2.utils.events INFO: eta: 18:49:20 iter: 207959 total_loss: 5.366 loss_ce: 0.2648 loss_bbox: 0.1803 loss_giou: 0.3223 loss_ce_0: 0.4743 loss_bbox_0: 0.2993 loss_giou_0: 0.5085 loss_ce_1: 0.3691 loss_bbox_1: 0.2072 loss_giou_1: 0.3664 loss_ce_2: 0.3036 loss_bbox_2: 0.186 loss_giou_2: 0.3345 loss_ce_3: 0.2726 loss_bbox_3: 0.1862 loss_giou_3: 0.3285 loss_ce_4: 0.2653 loss_bbox_4: 0.1804 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:37] d2.utils.events INFO: eta: 18:49:30 iter: 207979 total_loss: 5.733 loss_ce: 0.2924 loss_bbox: 0.187 loss_giou: 0.3343 loss_ce_0: 0.4813 loss_bbox_0: 0.321 loss_giou_0: 0.5146 loss_ce_1: 0.3821 loss_bbox_1: 0.2259 loss_giou_1: 0.3758 loss_ce_2: 0.3241 loss_bbox_2: 0.199 loss_giou_2: 0.3508 loss_ce_3: 0.3078 loss_bbox_3: 0.1959 loss_giou_3: 0.3487 loss_ce_4: 0.2933 loss_bbox_4: 0.1977 loss_giou_4: 0.3439 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:42] d2.utils.events INFO: eta: 18:49:33 iter: 207999 total_loss: 5.64 loss_ce: 0.2794 loss_bbox: 0.1868 loss_giou: 0.3222 loss_ce_0: 0.4847 loss_bbox_0: 0.312 loss_giou_0: 0.5018 loss_ce_1: 0.383 loss_bbox_1: 0.2225 loss_giou_1: 0.3663 loss_ce_2: 0.3289 loss_bbox_2: 0.201 loss_giou_2: 0.3386 loss_ce_3: 0.2935 loss_bbox_3: 0.1968 loss_giou_3: 0.3281 loss_ce_4: 0.2807 loss_bbox_4: 0.1868 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:48] d2.utils.events INFO: eta: 18:49:52 iter: 208019 total_loss: 5.582 loss_ce: 0.2901 loss_bbox: 0.1708 loss_giou: 0.3297 loss_ce_0: 0.4783 loss_bbox_0: 0.3126 loss_giou_0: 0.5264 loss_ce_1: 0.3869 loss_bbox_1: 0.1955 loss_giou_1: 0.3748 loss_ce_2: 0.3236 loss_bbox_2: 0.1818 loss_giou_2: 0.344 loss_ce_3: 0.3056 loss_bbox_3: 0.1775 loss_giou_3: 0.3336 loss_ce_4: 0.2849 loss_bbox_4: 0.1747 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:54] d2.utils.events INFO: eta: 18:49:57 iter: 208039 total_loss: 5.714 loss_ce: 0.2685 loss_bbox: 0.1898 loss_giou: 0.3546 loss_ce_0: 0.4894 loss_bbox_0: 0.324 loss_giou_0: 0.5031 loss_ce_1: 0.3863 loss_bbox_1: 0.2311 loss_giou_1: 0.398 loss_ce_2: 0.3162 loss_bbox_2: 0.2047 loss_giou_2: 0.3785 loss_ce_3: 0.2823 loss_bbox_3: 0.2023 loss_giou_3: 0.3654 loss_ce_4: 0.2643 loss_bbox_4: 0.1941 loss_giou_4: 0.3633 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 06:10:59] d2.utils.events INFO: eta: 18:50:17 iter: 208059 total_loss: 5.698 loss_ce: 0.2774 loss_bbox: 0.1778 loss_giou: 0.331 loss_ce_0: 0.5056 loss_bbox_0: 0.3095 loss_giou_0: 0.5188 loss_ce_1: 0.3884 loss_bbox_1: 0.2127 loss_giou_1: 0.3765 loss_ce_2: 0.3306 loss_bbox_2: 0.1923 loss_giou_2: 0.3466 loss_ce_3: 0.2928 loss_bbox_3: 0.1881 loss_giou_3: 0.3399 loss_ce_4: 0.2849 loss_bbox_4: 0.1813 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:05] d2.utils.events INFO: eta: 18:50:24 iter: 208079 total_loss: 5.806 loss_ce: 0.3048 loss_bbox: 0.1875 loss_giou: 0.3224 loss_ce_0: 0.5093 loss_bbox_0: 0.3191 loss_giou_0: 0.4922 loss_ce_1: 0.4116 loss_bbox_1: 0.2208 loss_giou_1: 0.3575 loss_ce_2: 0.3499 loss_bbox_2: 0.2015 loss_giou_2: 0.3383 loss_ce_3: 0.3152 loss_bbox_3: 0.1922 loss_giou_3: 0.3182 loss_ce_4: 0.3124 loss_bbox_4: 0.189 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:11] d2.utils.events INFO: eta: 18:50:28 iter: 208099 total_loss: 5.732 loss_ce: 0.2944 loss_bbox: 0.1829 loss_giou: 0.3378 loss_ce_0: 0.4823 loss_bbox_0: 0.2987 loss_giou_0: 0.5111 loss_ce_1: 0.392 loss_bbox_1: 0.2069 loss_giou_1: 0.3828 loss_ce_2: 0.3307 loss_bbox_2: 0.1893 loss_giou_2: 0.3525 loss_ce_3: 0.3092 loss_bbox_3: 0.1838 loss_giou_3: 0.3421 loss_ce_4: 0.2932 loss_bbox_4: 0.1846 loss_giou_4: 0.3396 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:16] d2.utils.events INFO: eta: 18:50:32 iter: 208119 total_loss: 5.62 loss_ce: 0.2845 loss_bbox: 0.187 loss_giou: 0.3244 loss_ce_0: 0.5164 loss_bbox_0: 0.3095 loss_giou_0: 0.497 loss_ce_1: 0.3968 loss_bbox_1: 0.2131 loss_giou_1: 0.3688 loss_ce_2: 0.3314 loss_bbox_2: 0.1974 loss_giou_2: 0.3475 loss_ce_3: 0.3051 loss_bbox_3: 0.194 loss_giou_3: 0.337 loss_ce_4: 0.2923 loss_bbox_4: 0.1929 loss_giou_4: 0.3347 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:22] d2.utils.events INFO: eta: 18:50:45 iter: 208139 total_loss: 5.743 loss_ce: 0.2851 loss_bbox: 0.1922 loss_giou: 0.351 loss_ce_0: 0.4784 loss_bbox_0: 0.3166 loss_giou_0: 0.5364 loss_ce_1: 0.3727 loss_bbox_1: 0.2248 loss_giou_1: 0.4011 loss_ce_2: 0.3157 loss_bbox_2: 0.2026 loss_giou_2: 0.3658 loss_ce_3: 0.2952 loss_bbox_3: 0.1943 loss_giou_3: 0.3575 loss_ce_4: 0.2867 loss_bbox_4: 0.1917 loss_giou_4: 0.352 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:28] d2.utils.events INFO: eta: 18:50:30 iter: 208159 total_loss: 5.549 loss_ce: 0.2845 loss_bbox: 0.1894 loss_giou: 0.3484 loss_ce_0: 0.4958 loss_bbox_0: 0.3146 loss_giou_0: 0.5088 loss_ce_1: 0.3637 loss_bbox_1: 0.2198 loss_giou_1: 0.3875 loss_ce_2: 0.308 loss_bbox_2: 0.1954 loss_giou_2: 0.3634 loss_ce_3: 0.3043 loss_bbox_3: 0.1983 loss_giou_3: 0.3554 loss_ce_4: 0.2923 loss_bbox_4: 0.1916 loss_giou_4: 0.3504 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:33] d2.utils.events INFO: eta: 18:51:13 iter: 208179 total_loss: 5.366 loss_ce: 0.2737 loss_bbox: 0.177 loss_giou: 0.3096 loss_ce_0: 0.466 loss_bbox_0: 0.3108 loss_giou_0: 0.4761 loss_ce_1: 0.3595 loss_bbox_1: 0.2213 loss_giou_1: 0.3595 loss_ce_2: 0.3076 loss_bbox_2: 0.199 loss_giou_2: 0.3303 loss_ce_3: 0.278 loss_bbox_3: 0.1912 loss_giou_3: 0.3223 loss_ce_4: 0.2727 loss_bbox_4: 0.1826 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:39] d2.utils.events INFO: eta: 18:51:17 iter: 208199 total_loss: 5.742 loss_ce: 0.2934 loss_bbox: 0.179 loss_giou: 0.3431 loss_ce_0: 0.4996 loss_bbox_0: 0.3093 loss_giou_0: 0.5544 loss_ce_1: 0.3891 loss_bbox_1: 0.2136 loss_giou_1: 0.3854 loss_ce_2: 0.332 loss_bbox_2: 0.1865 loss_giou_2: 0.354 loss_ce_3: 0.3016 loss_bbox_3: 0.1823 loss_giou_3: 0.3479 loss_ce_4: 0.2947 loss_bbox_4: 0.1793 loss_giou_4: 0.3451 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:45] d2.utils.events INFO: eta: 18:51:21 iter: 208219 total_loss: 5.745 loss_ce: 0.2805 loss_bbox: 0.17 loss_giou: 0.3474 loss_ce_0: 0.5006 loss_bbox_0: 0.2993 loss_giou_0: 0.5331 loss_ce_1: 0.3901 loss_bbox_1: 0.2001 loss_giou_1: 0.3949 loss_ce_2: 0.3199 loss_bbox_2: 0.1804 loss_giou_2: 0.3564 loss_ce_3: 0.2915 loss_bbox_3: 0.1734 loss_giou_3: 0.3594 loss_ce_4: 0.2805 loss_bbox_4: 0.1718 loss_giou_4: 0.3484 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:50] d2.utils.events INFO: eta: 18:51:11 iter: 208239 total_loss: 5.911 loss_ce: 0.296 loss_bbox: 0.1908 loss_giou: 0.3301 loss_ce_0: 0.523 loss_bbox_0: 0.3129 loss_giou_0: 0.5013 loss_ce_1: 0.4124 loss_bbox_1: 0.2206 loss_giou_1: 0.3724 loss_ce_2: 0.3657 loss_bbox_2: 0.1994 loss_giou_2: 0.3411 loss_ce_3: 0.3141 loss_bbox_3: 0.2012 loss_giou_3: 0.3343 loss_ce_4: 0.296 loss_bbox_4: 0.1942 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 06:11:56] d2.utils.events INFO: eta: 18:50:55 iter: 208259 total_loss: 5.68 loss_ce: 0.2841 loss_bbox: 0.1797 loss_giou: 0.3133 loss_ce_0: 0.498 loss_bbox_0: 0.3056 loss_giou_0: 0.5014 loss_ce_1: 0.3945 loss_bbox_1: 0.2191 loss_giou_1: 0.3647 loss_ce_2: 0.3173 loss_bbox_2: 0.1923 loss_giou_2: 0.332 loss_ce_3: 0.2963 loss_bbox_3: 0.1907 loss_giou_3: 0.3194 loss_ce_4: 0.2856 loss_bbox_4: 0.1842 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:02] d2.utils.events INFO: eta: 18:50:54 iter: 208279 total_loss: 5.86 loss_ce: 0.2921 loss_bbox: 0.1758 loss_giou: 0.3274 loss_ce_0: 0.5132 loss_bbox_0: 0.3016 loss_giou_0: 0.5385 loss_ce_1: 0.3955 loss_bbox_1: 0.2109 loss_giou_1: 0.381 loss_ce_2: 0.3317 loss_bbox_2: 0.1875 loss_giou_2: 0.3522 loss_ce_3: 0.3096 loss_bbox_3: 0.1842 loss_giou_3: 0.3429 loss_ce_4: 0.2973 loss_bbox_4: 0.1812 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:07] d2.utils.events INFO: eta: 18:50:39 iter: 208299 total_loss: 5.947 loss_ce: 0.3126 loss_bbox: 0.1765 loss_giou: 0.3561 loss_ce_0: 0.5078 loss_bbox_0: 0.3035 loss_giou_0: 0.5426 loss_ce_1: 0.3974 loss_bbox_1: 0.2092 loss_giou_1: 0.4137 loss_ce_2: 0.3421 loss_bbox_2: 0.1956 loss_giou_2: 0.3848 loss_ce_3: 0.3208 loss_bbox_3: 0.1899 loss_giou_3: 0.3671 loss_ce_4: 0.3122 loss_bbox_4: 0.1833 loss_giou_4: 0.3607 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:13] d2.utils.events INFO: eta: 18:50:43 iter: 208319 total_loss: 5.554 loss_ce: 0.2922 loss_bbox: 0.1871 loss_giou: 0.3234 loss_ce_0: 0.4928 loss_bbox_0: 0.3142 loss_giou_0: 0.514 loss_ce_1: 0.387 loss_bbox_1: 0.2212 loss_giou_1: 0.3769 loss_ce_2: 0.3339 loss_bbox_2: 0.2053 loss_giou_2: 0.3436 loss_ce_3: 0.2966 loss_bbox_3: 0.1923 loss_giou_3: 0.3262 loss_ce_4: 0.2893 loss_bbox_4: 0.1892 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:19] d2.utils.events INFO: eta: 18:50:24 iter: 208339 total_loss: 5.641 loss_ce: 0.2976 loss_bbox: 0.185 loss_giou: 0.3188 loss_ce_0: 0.4981 loss_bbox_0: 0.3033 loss_giou_0: 0.5222 loss_ce_1: 0.4021 loss_bbox_1: 0.2118 loss_giou_1: 0.3633 loss_ce_2: 0.3387 loss_bbox_2: 0.1926 loss_giou_2: 0.3333 loss_ce_3: 0.303 loss_bbox_3: 0.1863 loss_giou_3: 0.3205 loss_ce_4: 0.2947 loss_bbox_4: 0.1874 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:24] d2.utils.events INFO: eta: 18:49:27 iter: 208359 total_loss: 5.807 loss_ce: 0.2885 loss_bbox: 0.1916 loss_giou: 0.3283 loss_ce_0: 0.5065 loss_bbox_0: 0.3099 loss_giou_0: 0.5346 loss_ce_1: 0.3944 loss_bbox_1: 0.2198 loss_giou_1: 0.3844 loss_ce_2: 0.3238 loss_bbox_2: 0.202 loss_giou_2: 0.3531 loss_ce_3: 0.3041 loss_bbox_3: 0.1981 loss_giou_3: 0.338 loss_ce_4: 0.2941 loss_bbox_4: 0.195 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:30] d2.utils.events INFO: eta: 18:50:32 iter: 208379 total_loss: 5.716 loss_ce: 0.2844 loss_bbox: 0.1873 loss_giou: 0.3575 loss_ce_0: 0.508 loss_bbox_0: 0.3249 loss_giou_0: 0.5456 loss_ce_1: 0.397 loss_bbox_1: 0.2261 loss_giou_1: 0.4208 loss_ce_2: 0.3277 loss_bbox_2: 0.2027 loss_giou_2: 0.3753 loss_ce_3: 0.2893 loss_bbox_3: 0.1946 loss_giou_3: 0.3691 loss_ce_4: 0.2853 loss_bbox_4: 0.1914 loss_giou_4: 0.3632 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:36] d2.utils.events INFO: eta: 18:50:31 iter: 208399 total_loss: 5.699 loss_ce: 0.2809 loss_bbox: 0.1873 loss_giou: 0.347 loss_ce_0: 0.4881 loss_bbox_0: 0.3006 loss_giou_0: 0.5398 loss_ce_1: 0.3803 loss_bbox_1: 0.215 loss_giou_1: 0.4013 loss_ce_2: 0.3212 loss_bbox_2: 0.1965 loss_giou_2: 0.3635 loss_ce_3: 0.2912 loss_bbox_3: 0.1879 loss_giou_3: 0.3596 loss_ce_4: 0.2858 loss_bbox_4: 0.1864 loss_giou_4: 0.3498 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:41] d2.utils.events INFO: eta: 18:50:29 iter: 208419 total_loss: 5.643 loss_ce: 0.2883 loss_bbox: 0.1847 loss_giou: 0.3397 loss_ce_0: 0.5052 loss_bbox_0: 0.3108 loss_giou_0: 0.52 loss_ce_1: 0.3881 loss_bbox_1: 0.217 loss_giou_1: 0.3841 loss_ce_2: 0.3364 loss_bbox_2: 0.1957 loss_giou_2: 0.3557 loss_ce_3: 0.3033 loss_bbox_3: 0.1917 loss_giou_3: 0.3496 loss_ce_4: 0.2889 loss_bbox_4: 0.1899 loss_giou_4: 0.3472 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:47] d2.utils.events INFO: eta: 18:50:15 iter: 208439 total_loss: 5.493 loss_ce: 0.2691 loss_bbox: 0.1802 loss_giou: 0.3251 loss_ce_0: 0.4894 loss_bbox_0: 0.3172 loss_giou_0: 0.517 loss_ce_1: 0.3673 loss_bbox_1: 0.214 loss_giou_1: 0.3742 loss_ce_2: 0.3153 loss_bbox_2: 0.1963 loss_giou_2: 0.3422 loss_ce_3: 0.2738 loss_bbox_3: 0.1884 loss_giou_3: 0.3368 loss_ce_4: 0.2652 loss_bbox_4: 0.182 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:53] d2.utils.events INFO: eta: 18:49:54 iter: 208459 total_loss: 5.49 loss_ce: 0.2696 loss_bbox: 0.1831 loss_giou: 0.3315 loss_ce_0: 0.4922 loss_bbox_0: 0.3033 loss_giou_0: 0.5048 loss_ce_1: 0.3754 loss_bbox_1: 0.2073 loss_giou_1: 0.3808 loss_ce_2: 0.3014 loss_bbox_2: 0.1912 loss_giou_2: 0.3481 loss_ce_3: 0.2842 loss_bbox_3: 0.1853 loss_giou_3: 0.3328 loss_ce_4: 0.2781 loss_bbox_4: 0.185 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 06:12:58] d2.utils.events INFO: eta: 18:49:30 iter: 208479 total_loss: 5.545 loss_ce: 0.2844 loss_bbox: 0.1739 loss_giou: 0.3226 loss_ce_0: 0.4934 loss_bbox_0: 0.3048 loss_giou_0: 0.5064 loss_ce_1: 0.3895 loss_bbox_1: 0.2105 loss_giou_1: 0.3706 loss_ce_2: 0.331 loss_bbox_2: 0.1894 loss_giou_2: 0.3422 loss_ce_3: 0.286 loss_bbox_3: 0.1796 loss_giou_3: 0.3269 loss_ce_4: 0.2823 loss_bbox_4: 0.1783 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:04] d2.utils.events INFO: eta: 18:48:42 iter: 208499 total_loss: 5.494 loss_ce: 0.2796 loss_bbox: 0.1835 loss_giou: 0.3222 loss_ce_0: 0.4846 loss_bbox_0: 0.3169 loss_giou_0: 0.5108 loss_ce_1: 0.378 loss_bbox_1: 0.2097 loss_giou_1: 0.3719 loss_ce_2: 0.3127 loss_bbox_2: 0.1978 loss_giou_2: 0.3399 loss_ce_3: 0.2894 loss_bbox_3: 0.1918 loss_giou_3: 0.33 loss_ce_4: 0.2784 loss_bbox_4: 0.1862 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:10] d2.utils.events INFO: eta: 18:48:25 iter: 208519 total_loss: 5.764 loss_ce: 0.2744 loss_bbox: 0.1821 loss_giou: 0.3242 loss_ce_0: 0.5257 loss_bbox_0: 0.3231 loss_giou_0: 0.4996 loss_ce_1: 0.3989 loss_bbox_1: 0.2153 loss_giou_1: 0.3749 loss_ce_2: 0.3286 loss_bbox_2: 0.1995 loss_giou_2: 0.3352 loss_ce_3: 0.2894 loss_bbox_3: 0.1898 loss_giou_3: 0.3297 loss_ce_4: 0.2759 loss_bbox_4: 0.1827 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:15] d2.utils.events INFO: eta: 18:48:24 iter: 208539 total_loss: 5.68 loss_ce: 0.2906 loss_bbox: 0.1814 loss_giou: 0.3241 loss_ce_0: 0.5078 loss_bbox_0: 0.3083 loss_giou_0: 0.5063 loss_ce_1: 0.3916 loss_bbox_1: 0.2271 loss_giou_1: 0.382 loss_ce_2: 0.326 loss_bbox_2: 0.1978 loss_giou_2: 0.351 loss_ce_3: 0.2996 loss_bbox_3: 0.1838 loss_giou_3: 0.3396 loss_ce_4: 0.2872 loss_bbox_4: 0.1865 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:21] d2.utils.events INFO: eta: 18:48:14 iter: 208559 total_loss: 5.67 loss_ce: 0.2767 loss_bbox: 0.1985 loss_giou: 0.3172 loss_ce_0: 0.4865 loss_bbox_0: 0.3306 loss_giou_0: 0.4889 loss_ce_1: 0.3947 loss_bbox_1: 0.2319 loss_giou_1: 0.3621 loss_ce_2: 0.3308 loss_bbox_2: 0.2064 loss_giou_2: 0.3309 loss_ce_3: 0.2914 loss_bbox_3: 0.2009 loss_giou_3: 0.327 loss_ce_4: 0.2868 loss_bbox_4: 0.1994 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:27] d2.utils.events INFO: eta: 18:48:15 iter: 208579 total_loss: 5.815 loss_ce: 0.286 loss_bbox: 0.1873 loss_giou: 0.3515 loss_ce_0: 0.4969 loss_bbox_0: 0.3114 loss_giou_0: 0.5267 loss_ce_1: 0.386 loss_bbox_1: 0.2166 loss_giou_1: 0.3976 loss_ce_2: 0.3411 loss_bbox_2: 0.2003 loss_giou_2: 0.3724 loss_ce_3: 0.2977 loss_bbox_3: 0.1961 loss_giou_3: 0.3644 loss_ce_4: 0.278 loss_bbox_4: 0.1877 loss_giou_4: 0.3556 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:32] d2.utils.events INFO: eta: 18:48:01 iter: 208599 total_loss: 5.522 loss_ce: 0.2811 loss_bbox: 0.1844 loss_giou: 0.3229 loss_ce_0: 0.4961 loss_bbox_0: 0.3057 loss_giou_0: 0.5008 loss_ce_1: 0.3819 loss_bbox_1: 0.2184 loss_giou_1: 0.3611 loss_ce_2: 0.3204 loss_bbox_2: 0.2019 loss_giou_2: 0.3369 loss_ce_3: 0.2897 loss_bbox_3: 0.1913 loss_giou_3: 0.3316 loss_ce_4: 0.2851 loss_bbox_4: 0.1855 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:38] d2.utils.events INFO: eta: 18:47:55 iter: 208619 total_loss: 5.762 loss_ce: 0.3061 loss_bbox: 0.1742 loss_giou: 0.342 loss_ce_0: 0.5062 loss_bbox_0: 0.2973 loss_giou_0: 0.51 loss_ce_1: 0.399 loss_bbox_1: 0.2099 loss_giou_1: 0.3921 loss_ce_2: 0.3326 loss_bbox_2: 0.1878 loss_giou_2: 0.3695 loss_ce_3: 0.309 loss_bbox_3: 0.1789 loss_giou_3: 0.3534 loss_ce_4: 0.298 loss_bbox_4: 0.1766 loss_giou_4: 0.348 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:43] d2.utils.events INFO: eta: 18:47:16 iter: 208639 total_loss: 5.426 loss_ce: 0.2785 loss_bbox: 0.1881 loss_giou: 0.3193 loss_ce_0: 0.4739 loss_bbox_0: 0.3177 loss_giou_0: 0.5068 loss_ce_1: 0.3636 loss_bbox_1: 0.2231 loss_giou_1: 0.365 loss_ce_2: 0.3072 loss_bbox_2: 0.2025 loss_giou_2: 0.3368 loss_ce_3: 0.2822 loss_bbox_3: 0.1952 loss_giou_3: 0.3239 loss_ce_4: 0.2794 loss_bbox_4: 0.1901 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:49] d2.utils.events INFO: eta: 18:47:15 iter: 208659 total_loss: 5.582 loss_ce: 0.2658 loss_bbox: 0.1854 loss_giou: 0.3143 loss_ce_0: 0.4859 loss_bbox_0: 0.3061 loss_giou_0: 0.4955 loss_ce_1: 0.3791 loss_bbox_1: 0.2078 loss_giou_1: 0.3629 loss_ce_2: 0.3153 loss_bbox_2: 0.1948 loss_giou_2: 0.3401 loss_ce_3: 0.2779 loss_bbox_3: 0.185 loss_giou_3: 0.3258 loss_ce_4: 0.2673 loss_bbox_4: 0.1885 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 06:13:55] d2.utils.events INFO: eta: 18:46:27 iter: 208679 total_loss: 5.625 loss_ce: 0.2837 loss_bbox: 0.1762 loss_giou: 0.3322 loss_ce_0: 0.4994 loss_bbox_0: 0.2994 loss_giou_0: 0.493 loss_ce_1: 0.3845 loss_bbox_1: 0.2163 loss_giou_1: 0.3768 loss_ce_2: 0.3278 loss_bbox_2: 0.1979 loss_giou_2: 0.3413 loss_ce_3: 0.289 loss_bbox_3: 0.1854 loss_giou_3: 0.3336 loss_ce_4: 0.2876 loss_bbox_4: 0.1789 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:00] d2.utils.events INFO: eta: 18:47:12 iter: 208699 total_loss: 5.911 loss_ce: 0.2899 loss_bbox: 0.1679 loss_giou: 0.3644 loss_ce_0: 0.5036 loss_bbox_0: 0.3084 loss_giou_0: 0.5482 loss_ce_1: 0.3984 loss_bbox_1: 0.2044 loss_giou_1: 0.4248 loss_ce_2: 0.3414 loss_bbox_2: 0.186 loss_giou_2: 0.3895 loss_ce_3: 0.3131 loss_bbox_3: 0.1775 loss_giou_3: 0.3736 loss_ce_4: 0.2937 loss_bbox_4: 0.1732 loss_giou_4: 0.3743 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:06] d2.utils.events INFO: eta: 18:46:51 iter: 208719 total_loss: 5.695 loss_ce: 0.3007 loss_bbox: 0.1864 loss_giou: 0.3216 loss_ce_0: 0.5064 loss_bbox_0: 0.3363 loss_giou_0: 0.4859 loss_ce_1: 0.3988 loss_bbox_1: 0.2266 loss_giou_1: 0.3689 loss_ce_2: 0.3323 loss_bbox_2: 0.2018 loss_giou_2: 0.3366 loss_ce_3: 0.3081 loss_bbox_3: 0.1947 loss_giou_3: 0.3291 loss_ce_4: 0.3043 loss_bbox_4: 0.1891 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:12] d2.utils.events INFO: eta: 18:46:37 iter: 208739 total_loss: 5.742 loss_ce: 0.2872 loss_bbox: 0.185 loss_giou: 0.3317 loss_ce_0: 0.5014 loss_bbox_0: 0.3159 loss_giou_0: 0.5346 loss_ce_1: 0.3996 loss_bbox_1: 0.2228 loss_giou_1: 0.4004 loss_ce_2: 0.3392 loss_bbox_2: 0.1992 loss_giou_2: 0.353 loss_ce_3: 0.3136 loss_bbox_3: 0.1902 loss_giou_3: 0.3439 loss_ce_4: 0.2967 loss_bbox_4: 0.1898 loss_giou_4: 0.3377 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:17] d2.utils.events INFO: eta: 18:46:40 iter: 208759 total_loss: 5.746 loss_ce: 0.2764 loss_bbox: 0.1854 loss_giou: 0.35 loss_ce_0: 0.5034 loss_bbox_0: 0.3106 loss_giou_0: 0.5124 loss_ce_1: 0.389 loss_bbox_1: 0.2222 loss_giou_1: 0.3994 loss_ce_2: 0.3258 loss_bbox_2: 0.2017 loss_giou_2: 0.3655 loss_ce_3: 0.3005 loss_bbox_3: 0.1905 loss_giou_3: 0.3592 loss_ce_4: 0.2763 loss_bbox_4: 0.1892 loss_giou_4: 0.3547 time: 0.2800 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:23] d2.utils.events INFO: eta: 18:45:31 iter: 208779 total_loss: 5.536 loss_ce: 0.292 loss_bbox: 0.1917 loss_giou: 0.3216 loss_ce_0: 0.4696 loss_bbox_0: 0.3196 loss_giou_0: 0.5064 loss_ce_1: 0.3829 loss_bbox_1: 0.2309 loss_giou_1: 0.378 loss_ce_2: 0.3235 loss_bbox_2: 0.2012 loss_giou_2: 0.354 loss_ce_3: 0.294 loss_bbox_3: 0.206 loss_giou_3: 0.3374 loss_ce_4: 0.2902 loss_bbox_4: 0.1979 loss_giou_4: 0.3294 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:29] d2.utils.events INFO: eta: 18:45:54 iter: 208799 total_loss: 5.988 loss_ce: 0.2977 loss_bbox: 0.1915 loss_giou: 0.3576 loss_ce_0: 0.5132 loss_bbox_0: 0.3162 loss_giou_0: 0.5533 loss_ce_1: 0.4066 loss_bbox_1: 0.2183 loss_giou_1: 0.4092 loss_ce_2: 0.3496 loss_bbox_2: 0.2032 loss_giou_2: 0.3763 loss_ce_3: 0.3068 loss_bbox_3: 0.196 loss_giou_3: 0.3667 loss_ce_4: 0.3028 loss_bbox_4: 0.1953 loss_giou_4: 0.3599 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:34] d2.utils.events INFO: eta: 18:46:00 iter: 208819 total_loss: 5.642 loss_ce: 0.2758 loss_bbox: 0.1878 loss_giou: 0.3423 loss_ce_0: 0.4882 loss_bbox_0: 0.316 loss_giou_0: 0.5211 loss_ce_1: 0.3765 loss_bbox_1: 0.217 loss_giou_1: 0.3883 loss_ce_2: 0.3124 loss_bbox_2: 0.2001 loss_giou_2: 0.3599 loss_ce_3: 0.292 loss_bbox_3: 0.1926 loss_giou_3: 0.3479 loss_ce_4: 0.2768 loss_bbox_4: 0.1902 loss_giou_4: 0.3426 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:40] d2.utils.events INFO: eta: 18:46:09 iter: 208839 total_loss: 5.922 loss_ce: 0.3111 loss_bbox: 0.1895 loss_giou: 0.3596 loss_ce_0: 0.5182 loss_bbox_0: 0.3247 loss_giou_0: 0.552 loss_ce_1: 0.4164 loss_bbox_1: 0.2239 loss_giou_1: 0.4041 loss_ce_2: 0.3558 loss_bbox_2: 0.2039 loss_giou_2: 0.377 loss_ce_3: 0.3339 loss_bbox_3: 0.1966 loss_giou_3: 0.3647 loss_ce_4: 0.3197 loss_bbox_4: 0.1924 loss_giou_4: 0.3585 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:46] d2.utils.events INFO: eta: 18:46:03 iter: 208859 total_loss: 5.601 loss_ce: 0.2788 loss_bbox: 0.1861 loss_giou: 0.3529 loss_ce_0: 0.4972 loss_bbox_0: 0.3088 loss_giou_0: 0.5569 loss_ce_1: 0.3889 loss_bbox_1: 0.2211 loss_giou_1: 0.4066 loss_ce_2: 0.3268 loss_bbox_2: 0.1987 loss_giou_2: 0.3706 loss_ce_3: 0.2846 loss_bbox_3: 0.191 loss_giou_3: 0.3628 loss_ce_4: 0.2886 loss_bbox_4: 0.1861 loss_giou_4: 0.356 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:51] d2.utils.events INFO: eta: 18:45:28 iter: 208879 total_loss: 5.516 loss_ce: 0.272 loss_bbox: 0.1823 loss_giou: 0.328 loss_ce_0: 0.4885 loss_bbox_0: 0.2945 loss_giou_0: 0.4992 loss_ce_1: 0.3873 loss_bbox_1: 0.2056 loss_giou_1: 0.3759 loss_ce_2: 0.3247 loss_bbox_2: 0.1946 loss_giou_2: 0.353 loss_ce_3: 0.3011 loss_bbox_3: 0.1876 loss_giou_3: 0.3428 loss_ce_4: 0.2889 loss_bbox_4: 0.1847 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 06:14:57] d2.utils.events INFO: eta: 18:45:22 iter: 208899 total_loss: 5.571 loss_ce: 0.2759 loss_bbox: 0.1885 loss_giou: 0.3231 loss_ce_0: 0.4947 loss_bbox_0: 0.3087 loss_giou_0: 0.4923 loss_ce_1: 0.376 loss_bbox_1: 0.2211 loss_giou_1: 0.3662 loss_ce_2: 0.3178 loss_bbox_2: 0.1932 loss_giou_2: 0.3417 loss_ce_3: 0.2862 loss_bbox_3: 0.1915 loss_giou_3: 0.3298 loss_ce_4: 0.2756 loss_bbox_4: 0.1898 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:03] d2.utils.events INFO: eta: 18:45:06 iter: 208919 total_loss: 5.686 loss_ce: 0.2915 loss_bbox: 0.1876 loss_giou: 0.3479 loss_ce_0: 0.4971 loss_bbox_0: 0.3151 loss_giou_0: 0.5341 loss_ce_1: 0.3791 loss_bbox_1: 0.2235 loss_giou_1: 0.3892 loss_ce_2: 0.342 loss_bbox_2: 0.1974 loss_giou_2: 0.363 loss_ce_3: 0.3038 loss_bbox_3: 0.194 loss_giou_3: 0.3553 loss_ce_4: 0.2941 loss_bbox_4: 0.1871 loss_giou_4: 0.3503 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:08] d2.utils.events INFO: eta: 18:45:15 iter: 208939 total_loss: 5.54 loss_ce: 0.2918 loss_bbox: 0.1844 loss_giou: 0.3494 loss_ce_0: 0.4888 loss_bbox_0: 0.3111 loss_giou_0: 0.4999 loss_ce_1: 0.4104 loss_bbox_1: 0.2153 loss_giou_1: 0.3735 loss_ce_2: 0.3334 loss_bbox_2: 0.1933 loss_giou_2: 0.3619 loss_ce_3: 0.3081 loss_bbox_3: 0.1877 loss_giou_3: 0.3551 loss_ce_4: 0.2938 loss_bbox_4: 0.1813 loss_giou_4: 0.3523 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:14] d2.utils.events INFO: eta: 18:45:09 iter: 208959 total_loss: 5.755 loss_ce: 0.2847 loss_bbox: 0.1796 loss_giou: 0.337 loss_ce_0: 0.4977 loss_bbox_0: 0.3203 loss_giou_0: 0.5302 loss_ce_1: 0.3925 loss_bbox_1: 0.2156 loss_giou_1: 0.39 loss_ce_2: 0.3207 loss_bbox_2: 0.1922 loss_giou_2: 0.3502 loss_ce_3: 0.2973 loss_bbox_3: 0.1834 loss_giou_3: 0.3453 loss_ce_4: 0.2872 loss_bbox_4: 0.1811 loss_giou_4: 0.3399 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:20] d2.utils.events INFO: eta: 18:44:55 iter: 208979 total_loss: 5.366 loss_ce: 0.2715 loss_bbox: 0.1681 loss_giou: 0.3178 loss_ce_0: 0.4896 loss_bbox_0: 0.3138 loss_giou_0: 0.5196 loss_ce_1: 0.3824 loss_bbox_1: 0.2087 loss_giou_1: 0.3709 loss_ce_2: 0.3022 loss_bbox_2: 0.1827 loss_giou_2: 0.3303 loss_ce_3: 0.2791 loss_bbox_3: 0.1719 loss_giou_3: 0.322 loss_ce_4: 0.27 loss_bbox_4: 0.1693 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:25] d2.utils.events INFO: eta: 18:44:54 iter: 208999 total_loss: 5.551 loss_ce: 0.2763 loss_bbox: 0.1886 loss_giou: 0.3307 loss_ce_0: 0.4828 loss_bbox_0: 0.3272 loss_giou_0: 0.511 loss_ce_1: 0.3915 loss_bbox_1: 0.2229 loss_giou_1: 0.3769 loss_ce_2: 0.3251 loss_bbox_2: 0.1998 loss_giou_2: 0.348 loss_ce_3: 0.2979 loss_bbox_3: 0.1948 loss_giou_3: 0.3386 loss_ce_4: 0.2833 loss_bbox_4: 0.1903 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:31] d2.utils.events INFO: eta: 18:43:54 iter: 209019 total_loss: 5.779 loss_ce: 0.3089 loss_bbox: 0.1879 loss_giou: 0.312 loss_ce_0: 0.5108 loss_bbox_0: 0.3209 loss_giou_0: 0.5083 loss_ce_1: 0.4036 loss_bbox_1: 0.2296 loss_giou_1: 0.3739 loss_ce_2: 0.3579 loss_bbox_2: 0.2136 loss_giou_2: 0.339 loss_ce_3: 0.3209 loss_bbox_3: 0.1982 loss_giou_3: 0.3257 loss_ce_4: 0.3096 loss_bbox_4: 0.1898 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:36] d2.utils.events INFO: eta: 18:43:52 iter: 209039 total_loss: 5.675 loss_ce: 0.2972 loss_bbox: 0.1937 loss_giou: 0.3311 loss_ce_0: 0.4917 loss_bbox_0: 0.317 loss_giou_0: 0.5026 loss_ce_1: 0.4029 loss_bbox_1: 0.2115 loss_giou_1: 0.3793 loss_ce_2: 0.3404 loss_bbox_2: 0.1955 loss_giou_2: 0.3499 loss_ce_3: 0.3145 loss_bbox_3: 0.1894 loss_giou_3: 0.3331 loss_ce_4: 0.303 loss_bbox_4: 0.1933 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:42] d2.utils.events INFO: eta: 18:43:31 iter: 209059 total_loss: 5.877 loss_ce: 0.2933 loss_bbox: 0.1956 loss_giou: 0.3414 loss_ce_0: 0.5131 loss_bbox_0: 0.3209 loss_giou_0: 0.5256 loss_ce_1: 0.4162 loss_bbox_1: 0.226 loss_giou_1: 0.3909 loss_ce_2: 0.3424 loss_bbox_2: 0.2103 loss_giou_2: 0.3605 loss_ce_3: 0.3077 loss_bbox_3: 0.2098 loss_giou_3: 0.3542 loss_ce_4: 0.2952 loss_bbox_4: 0.2026 loss_giou_4: 0.3436 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:48] d2.utils.events INFO: eta: 18:43:25 iter: 209079 total_loss: 5.573 loss_ce: 0.274 loss_bbox: 0.1725 loss_giou: 0.3343 loss_ce_0: 0.5001 loss_bbox_0: 0.304 loss_giou_0: 0.5071 loss_ce_1: 0.3737 loss_bbox_1: 0.1992 loss_giou_1: 0.382 loss_ce_2: 0.3161 loss_bbox_2: 0.1797 loss_giou_2: 0.3526 loss_ce_3: 0.2797 loss_bbox_3: 0.1769 loss_giou_3: 0.3374 loss_ce_4: 0.2761 loss_bbox_4: 0.1709 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:53] d2.utils.events INFO: eta: 18:43:00 iter: 209099 total_loss: 5.458 loss_ce: 0.2664 loss_bbox: 0.1761 loss_giou: 0.3149 loss_ce_0: 0.5005 loss_bbox_0: 0.3063 loss_giou_0: 0.5127 loss_ce_1: 0.376 loss_bbox_1: 0.2042 loss_giou_1: 0.3693 loss_ce_2: 0.3116 loss_bbox_2: 0.1854 loss_giou_2: 0.3411 loss_ce_3: 0.2805 loss_bbox_3: 0.1841 loss_giou_3: 0.3293 loss_ce_4: 0.2698 loss_bbox_4: 0.1784 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 06:15:59] d2.utils.events INFO: eta: 18:42:32 iter: 209119 total_loss: 5.561 loss_ce: 0.2803 loss_bbox: 0.1972 loss_giou: 0.3358 loss_ce_0: 0.4983 loss_bbox_0: 0.3177 loss_giou_0: 0.5042 loss_ce_1: 0.3751 loss_bbox_1: 0.2287 loss_giou_1: 0.3805 loss_ce_2: 0.3058 loss_bbox_2: 0.2057 loss_giou_2: 0.3512 loss_ce_3: 0.2758 loss_bbox_3: 0.2011 loss_giou_3: 0.3435 loss_ce_4: 0.2703 loss_bbox_4: 0.1982 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:16:05] d2.utils.events INFO: eta: 18:42:06 iter: 209139 total_loss: 5.516 loss_ce: 0.2699 loss_bbox: 0.176 loss_giou: 0.3257 loss_ce_0: 0.4789 loss_bbox_0: 0.309 loss_giou_0: 0.5001 loss_ce_1: 0.378 loss_bbox_1: 0.2068 loss_giou_1: 0.3669 loss_ce_2: 0.3202 loss_bbox_2: 0.1838 loss_giou_2: 0.334 loss_ce_3: 0.28 loss_bbox_3: 0.1742 loss_giou_3: 0.3261 loss_ce_4: 0.2842 loss_bbox_4: 0.1757 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 06:16:10] d2.utils.events INFO: eta: 18:42:03 iter: 209159 total_loss: 5.922 loss_ce: 0.2885 loss_bbox: 0.1839 loss_giou: 0.3544 loss_ce_0: 0.5128 loss_bbox_0: 0.3056 loss_giou_0: 0.5521 loss_ce_1: 0.3998 loss_bbox_1: 0.2105 loss_giou_1: 0.4059 loss_ce_2: 0.3352 loss_bbox_2: 0.1977 loss_giou_2: 0.37 loss_ce_3: 0.306 loss_bbox_3: 0.1848 loss_giou_3: 0.3555 loss_ce_4: 0.2983 loss_bbox_4: 0.1854 loss_giou_4: 0.3545 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 06:16:16] d2.utils.events INFO: eta: 18:41:57 iter: 209179 total_loss: 5.808 loss_ce: 0.2943 loss_bbox: 0.1757 loss_giou: 0.333 loss_ce_0: 0.4981 loss_bbox_0: 0.3019 loss_giou_0: 0.5213 loss_ce_1: 0.3926 loss_bbox_1: 0.2151 loss_giou_1: 0.3811 loss_ce_2: 0.3414 loss_bbox_2: 0.1894 loss_giou_2: 0.3499 loss_ce_3: 0.3091 loss_bbox_3: 0.1842 loss_giou_3: 0.3432 loss_ce_4: 0.2947 loss_bbox_4: 0.1772 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data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 06:16:33] d2.utils.events INFO: eta: 18:41:11 iter: 209239 total_loss: 5.539 loss_ce: 0.2735 loss_bbox: 0.1873 loss_giou: 0.3507 loss_ce_0: 0.4837 loss_bbox_0: 0.2956 loss_giou_0: 0.5259 loss_ce_1: 0.371 loss_bbox_1: 0.2163 loss_giou_1: 0.3922 loss_ce_2: 0.3097 loss_bbox_2: 0.1948 loss_giou_2: 0.364 loss_ce_3: 0.2823 loss_bbox_3: 0.189 loss_giou_3: 0.3605 loss_ce_4: 0.2642 loss_bbox_4: 0.1889 loss_giou_4: 0.3526 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 06:16:39] d2.utils.events INFO: eta: 18:41:05 iter: 209259 total_loss: 5.295 loss_ce: 0.2602 loss_bbox: 0.1682 loss_giou: 0.3279 loss_ce_0: 0.4898 loss_bbox_0: 0.2913 loss_giou_0: 0.5164 loss_ce_1: 0.3875 loss_bbox_1: 0.1972 loss_giou_1: 0.3777 loss_ce_2: 0.3174 loss_bbox_2: 0.1822 loss_giou_2: 0.3423 loss_ce_3: 0.2805 loss_bbox_3: 0.1728 loss_giou_3: 0.335 loss_ce_4: 0.2636 loss_bbox_4: 0.1728 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 06:16:44] d2.utils.events INFO: eta: 18:40:55 iter: 209279 total_loss: 5.672 loss_ce: 0.2877 loss_bbox: 0.1981 loss_giou: 0.3345 loss_ce_0: 0.4823 loss_bbox_0: 0.3161 loss_giou_0: 0.4996 loss_ce_1: 0.3859 loss_bbox_1: 0.2227 loss_giou_1: 0.3863 loss_ce_2: 0.3221 loss_bbox_2: 0.2129 loss_giou_2: 0.3564 loss_ce_3: 0.2908 loss_bbox_3: 0.2045 loss_giou_3: 0.3416 loss_ce_4: 0.2868 loss_bbox_4: 0.1989 loss_giou_4: 0.3376 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 06:16:50] d2.utils.events INFO: eta: 18:40:22 iter: 209299 total_loss: 5.481 loss_ce: 0.2728 loss_bbox: 0.1773 loss_giou: 0.3281 loss_ce_0: 0.4779 loss_bbox_0: 0.3137 loss_giou_0: 0.5037 loss_ce_1: 0.3742 loss_bbox_1: 0.2071 loss_giou_1: 0.3722 loss_ce_2: 0.3142 loss_bbox_2: 0.1937 loss_giou_2: 0.346 loss_ce_3: 0.2791 loss_bbox_3: 0.1885 loss_giou_3: 0.3361 loss_ce_4: 0.2668 loss_bbox_4: 0.1768 loss_giou_4: 0.331 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 06:16:56] d2.utils.events INFO: eta: 18:40:24 iter: 209319 total_loss: 5.703 loss_ce: 0.2935 loss_bbox: 0.1791 loss_giou: 0.3213 loss_ce_0: 0.4804 loss_bbox_0: 0.306 loss_giou_0: 0.5084 loss_ce_1: 0.3894 loss_bbox_1: 0.2031 loss_giou_1: 0.363 loss_ce_2: 0.3377 loss_bbox_2: 0.1906 loss_giou_2: 0.3291 loss_ce_3: 0.2989 loss_bbox_3: 0.183 loss_giou_3: 0.3272 loss_ce_4: 0.2997 loss_bbox_4: 0.1803 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:01] d2.utils.events INFO: eta: 18:40:28 iter: 209339 total_loss: 5.597 loss_ce: 0.287 loss_bbox: 0.1818 loss_giou: 0.322 loss_ce_0: 0.5066 loss_bbox_0: 0.3159 loss_giou_0: 0.5055 loss_ce_1: 0.4023 loss_bbox_1: 0.2168 loss_giou_1: 0.3795 loss_ce_2: 0.3346 loss_bbox_2: 0.2011 loss_giou_2: 0.344 loss_ce_3: 0.3036 loss_bbox_3: 0.1889 loss_giou_3: 0.3278 loss_ce_4: 0.2943 loss_bbox_4: 0.1913 loss_giou_4: 0.3264 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:07] d2.utils.events INFO: eta: 18:40:36 iter: 209359 total_loss: 5.655 loss_ce: 0.2795 loss_bbox: 0.192 loss_giou: 0.3254 loss_ce_0: 0.4991 loss_bbox_0: 0.3269 loss_giou_0: 0.4913 loss_ce_1: 0.3874 loss_bbox_1: 0.2246 loss_giou_1: 0.3715 loss_ce_2: 0.3272 loss_bbox_2: 0.2071 loss_giou_2: 0.3451 loss_ce_3: 0.2911 loss_bbox_3: 0.2034 loss_giou_3: 0.3378 loss_ce_4: 0.2791 loss_bbox_4: 0.1981 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:13] d2.utils.events INFO: eta: 18:40:26 iter: 209379 total_loss: 5.527 loss_ce: 0.2695 loss_bbox: 0.1891 loss_giou: 0.3319 loss_ce_0: 0.5071 loss_bbox_0: 0.3084 loss_giou_0: 0.5028 loss_ce_1: 0.3834 loss_bbox_1: 0.2096 loss_giou_1: 0.3649 loss_ce_2: 0.3223 loss_bbox_2: 0.1976 loss_giou_2: 0.3469 loss_ce_3: 0.2834 loss_bbox_3: 0.1941 loss_giou_3: 0.341 loss_ce_4: 0.2738 loss_bbox_4: 0.189 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:18] d2.utils.events INFO: eta: 18:40:01 iter: 209399 total_loss: 5.856 loss_ce: 0.2901 loss_bbox: 0.1911 loss_giou: 0.3624 loss_ce_0: 0.5027 loss_bbox_0: 0.3023 loss_giou_0: 0.5732 loss_ce_1: 0.3951 loss_bbox_1: 0.2152 loss_giou_1: 0.4286 loss_ce_2: 0.3316 loss_bbox_2: 0.203 loss_giou_2: 0.3884 loss_ce_3: 0.3059 loss_bbox_3: 0.1913 loss_giou_3: 0.3723 loss_ce_4: 0.2907 loss_bbox_4: 0.1921 loss_giou_4: 0.3663 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:24] d2.utils.events INFO: eta: 18:39:27 iter: 209419 total_loss: 5.343 loss_ce: 0.2688 loss_bbox: 0.1754 loss_giou: 0.3268 loss_ce_0: 0.48 loss_bbox_0: 0.2947 loss_giou_0: 0.5031 loss_ce_1: 0.3781 loss_bbox_1: 0.2021 loss_giou_1: 0.3652 loss_ce_2: 0.3126 loss_bbox_2: 0.1829 loss_giou_2: 0.3421 loss_ce_3: 0.2835 loss_bbox_3: 0.177 loss_giou_3: 0.337 loss_ce_4: 0.2631 loss_bbox_4: 0.1803 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:29] d2.utils.events INFO: eta: 18:39:58 iter: 209439 total_loss: 5.722 loss_ce: 0.2707 loss_bbox: 0.1909 loss_giou: 0.3417 loss_ce_0: 0.4775 loss_bbox_0: 0.3206 loss_giou_0: 0.5055 loss_ce_1: 0.3754 loss_bbox_1: 0.2225 loss_giou_1: 0.3768 loss_ce_2: 0.319 loss_bbox_2: 0.1966 loss_giou_2: 0.3543 loss_ce_3: 0.2904 loss_bbox_3: 0.1967 loss_giou_3: 0.3489 loss_ce_4: 0.2673 loss_bbox_4: 0.1952 loss_giou_4: 0.3431 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:35] d2.utils.events INFO: eta: 18:40:04 iter: 209459 total_loss: 5.962 loss_ce: 0.3007 loss_bbox: 0.2115 loss_giou: 0.3568 loss_ce_0: 0.5106 loss_bbox_0: 0.3408 loss_giou_0: 0.5379 loss_ce_1: 0.3849 loss_bbox_1: 0.2458 loss_giou_1: 0.4164 loss_ce_2: 0.3344 loss_bbox_2: 0.2259 loss_giou_2: 0.3815 loss_ce_3: 0.3091 loss_bbox_3: 0.216 loss_giou_3: 0.3616 loss_ce_4: 0.3025 loss_bbox_4: 0.2112 loss_giou_4: 0.3579 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:41] d2.utils.events INFO: eta: 18:39:59 iter: 209479 total_loss: 5.644 loss_ce: 0.3004 loss_bbox: 0.181 loss_giou: 0.3365 loss_ce_0: 0.4935 loss_bbox_0: 0.3222 loss_giou_0: 0.5109 loss_ce_1: 0.3984 loss_bbox_1: 0.2225 loss_giou_1: 0.3925 loss_ce_2: 0.3342 loss_bbox_2: 0.2022 loss_giou_2: 0.3625 loss_ce_3: 0.315 loss_bbox_3: 0.1869 loss_giou_3: 0.3486 loss_ce_4: 0.2935 loss_bbox_4: 0.1834 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:46] d2.utils.events INFO: eta: 18:39:42 iter: 209499 total_loss: 5.619 loss_ce: 0.2829 loss_bbox: 0.1788 loss_giou: 0.3319 loss_ce_0: 0.5064 loss_bbox_0: 0.3001 loss_giou_0: 0.5043 loss_ce_1: 0.4047 loss_bbox_1: 0.2176 loss_giou_1: 0.3796 loss_ce_2: 0.333 loss_bbox_2: 0.1948 loss_giou_2: 0.347 loss_ce_3: 0.301 loss_bbox_3: 0.1869 loss_giou_3: 0.3355 loss_ce_4: 0.2814 loss_bbox_4: 0.1814 loss_giou_4: 0.3345 time: 0.2800 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:52] d2.utils.events INFO: eta: 18:39:51 iter: 209519 total_loss: 5.738 loss_ce: 0.2873 loss_bbox: 0.181 loss_giou: 0.3285 loss_ce_0: 0.497 loss_bbox_0: 0.3103 loss_giou_0: 0.5181 loss_ce_1: 0.393 loss_bbox_1: 0.2203 loss_giou_1: 0.3817 loss_ce_2: 0.3237 loss_bbox_2: 0.1939 loss_giou_2: 0.3424 loss_ce_3: 0.3038 loss_bbox_3: 0.1854 loss_giou_3: 0.3389 loss_ce_4: 0.284 loss_bbox_4: 0.18 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 06:17:58] d2.utils.events INFO: eta: 18:40:21 iter: 209539 total_loss: 5.889 loss_ce: 0.2971 loss_bbox: 0.1942 loss_giou: 0.3429 loss_ce_0: 0.4999 loss_bbox_0: 0.3278 loss_giou_0: 0.5262 loss_ce_1: 0.4091 loss_bbox_1: 0.2372 loss_giou_1: 0.4069 loss_ce_2: 0.3362 loss_bbox_2: 0.2064 loss_giou_2: 0.3644 loss_ce_3: 0.3085 loss_bbox_3: 0.1997 loss_giou_3: 0.3568 loss_ce_4: 0.2904 loss_bbox_4: 0.195 loss_giou_4: 0.3468 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:03] d2.utils.events INFO: eta: 18:40:19 iter: 209559 total_loss: 5.401 loss_ce: 0.2791 loss_bbox: 0.177 loss_giou: 0.3269 loss_ce_0: 0.4941 loss_bbox_0: 0.2998 loss_giou_0: 0.4845 loss_ce_1: 0.377 loss_bbox_1: 0.209 loss_giou_1: 0.3602 loss_ce_2: 0.3219 loss_bbox_2: 0.1854 loss_giou_2: 0.3419 loss_ce_3: 0.2907 loss_bbox_3: 0.1821 loss_giou_3: 0.3301 loss_ce_4: 0.2811 loss_bbox_4: 0.1779 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:09] d2.utils.events INFO: eta: 18:40:17 iter: 209579 total_loss: 5.589 loss_ce: 0.2709 loss_bbox: 0.181 loss_giou: 0.3455 loss_ce_0: 0.4944 loss_bbox_0: 0.2945 loss_giou_0: 0.5364 loss_ce_1: 0.3886 loss_bbox_1: 0.2135 loss_giou_1: 0.3914 loss_ce_2: 0.3225 loss_bbox_2: 0.1948 loss_giou_2: 0.3597 loss_ce_3: 0.284 loss_bbox_3: 0.1883 loss_giou_3: 0.3561 loss_ce_4: 0.2765 loss_bbox_4: 0.1868 loss_giou_4: 0.3447 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:15] d2.utils.events INFO: eta: 18:40:08 iter: 209599 total_loss: 5.905 loss_ce: 0.3096 loss_bbox: 0.1869 loss_giou: 0.3297 loss_ce_0: 0.5069 loss_bbox_0: 0.3167 loss_giou_0: 0.5213 loss_ce_1: 0.4084 loss_bbox_1: 0.2214 loss_giou_1: 0.3886 loss_ce_2: 0.3422 loss_bbox_2: 0.1966 loss_giou_2: 0.3557 loss_ce_3: 0.3176 loss_bbox_3: 0.1922 loss_giou_3: 0.3435 loss_ce_4: 0.3103 loss_bbox_4: 0.1864 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:20] d2.utils.events INFO: eta: 18:40:40 iter: 209619 total_loss: 5.855 loss_ce: 0.3115 loss_bbox: 0.1822 loss_giou: 0.3318 loss_ce_0: 0.5035 loss_bbox_0: 0.3016 loss_giou_0: 0.543 loss_ce_1: 0.4103 loss_bbox_1: 0.2093 loss_giou_1: 0.3964 loss_ce_2: 0.349 loss_bbox_2: 0.1903 loss_giou_2: 0.3557 loss_ce_3: 0.319 loss_bbox_3: 0.1895 loss_giou_3: 0.3407 loss_ce_4: 0.3057 loss_bbox_4: 0.1844 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:26] d2.utils.events INFO: eta: 18:40:50 iter: 209639 total_loss: 5.734 loss_ce: 0.2887 loss_bbox: 0.1776 loss_giou: 0.3295 loss_ce_0: 0.4982 loss_bbox_0: 0.3042 loss_giou_0: 0.4963 loss_ce_1: 0.4009 loss_bbox_1: 0.2128 loss_giou_1: 0.3742 loss_ce_2: 0.3215 loss_bbox_2: 0.2004 loss_giou_2: 0.3532 loss_ce_3: 0.298 loss_bbox_3: 0.1843 loss_giou_3: 0.343 loss_ce_4: 0.2924 loss_bbox_4: 0.1787 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:32] d2.utils.events INFO: eta: 18:40:14 iter: 209659 total_loss: 5.705 loss_ce: 0.2874 loss_bbox: 0.1818 loss_giou: 0.3498 loss_ce_0: 0.4937 loss_bbox_0: 0.3092 loss_giou_0: 0.5362 loss_ce_1: 0.3821 loss_bbox_1: 0.213 loss_giou_1: 0.3964 loss_ce_2: 0.3248 loss_bbox_2: 0.1889 loss_giou_2: 0.3628 loss_ce_3: 0.2967 loss_bbox_3: 0.1903 loss_giou_3: 0.3591 loss_ce_4: 0.2914 loss_bbox_4: 0.1825 loss_giou_4: 0.3526 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:37] d2.utils.events INFO: eta: 18:40:51 iter: 209679 total_loss: 5.464 loss_ce: 0.2732 loss_bbox: 0.1858 loss_giou: 0.3284 loss_ce_0: 0.4731 loss_bbox_0: 0.3099 loss_giou_0: 0.5141 loss_ce_1: 0.3745 loss_bbox_1: 0.2162 loss_giou_1: 0.3791 loss_ce_2: 0.3083 loss_bbox_2: 0.1959 loss_giou_2: 0.3469 loss_ce_3: 0.287 loss_bbox_3: 0.1884 loss_giou_3: 0.3413 loss_ce_4: 0.2772 loss_bbox_4: 0.1828 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:43] d2.utils.events INFO: eta: 18:40:54 iter: 209699 total_loss: 5.6 loss_ce: 0.2755 loss_bbox: 0.1865 loss_giou: 0.3465 loss_ce_0: 0.4968 loss_bbox_0: 0.3242 loss_giou_0: 0.5207 loss_ce_1: 0.4007 loss_bbox_1: 0.2185 loss_giou_1: 0.3855 loss_ce_2: 0.3307 loss_bbox_2: 0.2 loss_giou_2: 0.3544 loss_ce_3: 0.2964 loss_bbox_3: 0.1904 loss_giou_3: 0.3489 loss_ce_4: 0.2868 loss_bbox_4: 0.1878 loss_giou_4: 0.3487 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:49] d2.utils.events INFO: eta: 18:41:10 iter: 209719 total_loss: 5.486 loss_ce: 0.2846 loss_bbox: 0.1802 loss_giou: 0.3256 loss_ce_0: 0.4975 loss_bbox_0: 0.3142 loss_giou_0: 0.5118 loss_ce_1: 0.3828 loss_bbox_1: 0.2056 loss_giou_1: 0.3746 loss_ce_2: 0.3245 loss_bbox_2: 0.1827 loss_giou_2: 0.3454 loss_ce_3: 0.2931 loss_bbox_3: 0.1808 loss_giou_3: 0.3361 loss_ce_4: 0.291 loss_bbox_4: 0.1794 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 06:18:54] d2.utils.events INFO: eta: 18:41:04 iter: 209739 total_loss: 5.776 loss_ce: 0.3048 loss_bbox: 0.1709 loss_giou: 0.3564 loss_ce_0: 0.4916 loss_bbox_0: 0.2967 loss_giou_0: 0.5413 loss_ce_1: 0.3996 loss_bbox_1: 0.1978 loss_giou_1: 0.3994 loss_ce_2: 0.3361 loss_bbox_2: 0.1878 loss_giou_2: 0.3739 loss_ce_3: 0.3069 loss_bbox_3: 0.1718 loss_giou_3: 0.3657 loss_ce_4: 0.3034 loss_bbox_4: 0.1696 loss_giou_4: 0.3588 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:00] d2.utils.events INFO: eta: 18:41:22 iter: 209759 total_loss: 5.548 loss_ce: 0.2947 loss_bbox: 0.166 loss_giou: 0.3512 loss_ce_0: 0.4961 loss_bbox_0: 0.2996 loss_giou_0: 0.5464 loss_ce_1: 0.3927 loss_bbox_1: 0.1959 loss_giou_1: 0.4017 loss_ce_2: 0.3399 loss_bbox_2: 0.1791 loss_giou_2: 0.3625 loss_ce_3: 0.3081 loss_bbox_3: 0.1682 loss_giou_3: 0.3602 loss_ce_4: 0.3017 loss_bbox_4: 0.1666 loss_giou_4: 0.3557 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:06] d2.utils.events INFO: eta: 18:41:31 iter: 209779 total_loss: 5.594 loss_ce: 0.2701 loss_bbox: 0.1916 loss_giou: 0.3395 loss_ce_0: 0.4813 loss_bbox_0: 0.3084 loss_giou_0: 0.5222 loss_ce_1: 0.371 loss_bbox_1: 0.2205 loss_giou_1: 0.3854 loss_ce_2: 0.3014 loss_bbox_2: 0.2026 loss_giou_2: 0.359 loss_ce_3: 0.2775 loss_bbox_3: 0.1949 loss_giou_3: 0.352 loss_ce_4: 0.2707 loss_bbox_4: 0.1935 loss_giou_4: 0.3462 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:11] d2.utils.events INFO: eta: 18:41:14 iter: 209799 total_loss: 5.711 loss_ce: 0.2838 loss_bbox: 0.1929 loss_giou: 0.337 loss_ce_0: 0.5189 loss_bbox_0: 0.3181 loss_giou_0: 0.5257 loss_ce_1: 0.4011 loss_bbox_1: 0.217 loss_giou_1: 0.3853 loss_ce_2: 0.3365 loss_bbox_2: 0.1992 loss_giou_2: 0.3536 loss_ce_3: 0.3015 loss_bbox_3: 0.1947 loss_giou_3: 0.3486 loss_ce_4: 0.2963 loss_bbox_4: 0.189 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:17] d2.utils.events INFO: eta: 18:41:34 iter: 209819 total_loss: 5.812 loss_ce: 0.2952 loss_bbox: 0.19 loss_giou: 0.3519 loss_ce_0: 0.4998 loss_bbox_0: 0.3228 loss_giou_0: 0.5603 loss_ce_1: 0.3921 loss_bbox_1: 0.2211 loss_giou_1: 0.4121 loss_ce_2: 0.3337 loss_bbox_2: 0.2035 loss_giou_2: 0.3836 loss_ce_3: 0.3069 loss_bbox_3: 0.1948 loss_giou_3: 0.3668 loss_ce_4: 0.2993 loss_bbox_4: 0.1874 loss_giou_4: 0.3638 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:23] d2.utils.events INFO: eta: 18:41:02 iter: 209839 total_loss: 5.561 loss_ce: 0.287 loss_bbox: 0.1781 loss_giou: 0.3273 loss_ce_0: 0.4881 loss_bbox_0: 0.3124 loss_giou_0: 0.5152 loss_ce_1: 0.376 loss_bbox_1: 0.2182 loss_giou_1: 0.3764 loss_ce_2: 0.319 loss_bbox_2: 0.1977 loss_giou_2: 0.3431 loss_ce_3: 0.2942 loss_bbox_3: 0.19 loss_giou_3: 0.3366 loss_ce_4: 0.2841 loss_bbox_4: 0.1846 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:28] d2.utils.events INFO: eta: 18:41:23 iter: 209859 total_loss: 5.563 loss_ce: 0.271 loss_bbox: 0.1873 loss_giou: 0.3271 loss_ce_0: 0.4795 loss_bbox_0: 0.313 loss_giou_0: 0.4955 loss_ce_1: 0.3823 loss_bbox_1: 0.2176 loss_giou_1: 0.385 loss_ce_2: 0.3177 loss_bbox_2: 0.1991 loss_giou_2: 0.3537 loss_ce_3: 0.2793 loss_bbox_3: 0.1911 loss_giou_3: 0.3401 loss_ce_4: 0.2796 loss_bbox_4: 0.1897 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:34] d2.utils.events INFO: eta: 18:41:50 iter: 209879 total_loss: 5.726 loss_ce: 0.2894 loss_bbox: 0.1802 loss_giou: 0.3391 loss_ce_0: 0.4986 loss_bbox_0: 0.3082 loss_giou_0: 0.5192 loss_ce_1: 0.385 loss_bbox_1: 0.2191 loss_giou_1: 0.3859 loss_ce_2: 0.3324 loss_bbox_2: 0.1957 loss_giou_2: 0.3544 loss_ce_3: 0.3046 loss_bbox_3: 0.1898 loss_giou_3: 0.3479 loss_ce_4: 0.2921 loss_bbox_4: 0.1823 loss_giou_4: 0.3425 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:40] d2.utils.events INFO: eta: 18:41:59 iter: 209899 total_loss: 5.501 loss_ce: 0.2893 loss_bbox: 0.1775 loss_giou: 0.335 loss_ce_0: 0.4961 loss_bbox_0: 0.299 loss_giou_0: 0.5196 loss_ce_1: 0.3837 loss_bbox_1: 0.1982 loss_giou_1: 0.3857 loss_ce_2: 0.3224 loss_bbox_2: 0.1815 loss_giou_2: 0.3497 loss_ce_3: 0.2956 loss_bbox_3: 0.1722 loss_giou_3: 0.3432 loss_ce_4: 0.2868 loss_bbox_4: 0.1753 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:46] d2.utils.events INFO: eta: 18:42:00 iter: 209919 total_loss: 5.756 loss_ce: 0.3089 loss_bbox: 0.192 loss_giou: 0.3343 loss_ce_0: 0.5163 loss_bbox_0: 0.3248 loss_giou_0: 0.5104 loss_ce_1: 0.4143 loss_bbox_1: 0.2331 loss_giou_1: 0.3721 loss_ce_2: 0.3472 loss_bbox_2: 0.2051 loss_giou_2: 0.3515 loss_ce_3: 0.3143 loss_bbox_3: 0.1986 loss_giou_3: 0.3364 loss_ce_4: 0.319 loss_bbox_4: 0.193 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:51] d2.utils.events INFO: eta: 18:41:37 iter: 209939 total_loss: 5.412 loss_ce: 0.2554 loss_bbox: 0.1748 loss_giou: 0.3178 loss_ce_0: 0.4826 loss_bbox_0: 0.3109 loss_giou_0: 0.5047 loss_ce_1: 0.379 loss_bbox_1: 0.2049 loss_giou_1: 0.3604 loss_ce_2: 0.3035 loss_bbox_2: 0.1878 loss_giou_2: 0.3346 loss_ce_3: 0.2697 loss_bbox_3: 0.1801 loss_giou_3: 0.3213 loss_ce_4: 0.2647 loss_bbox_4: 0.1806 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:19:57] d2.utils.events INFO: eta: 18:41:31 iter: 209959 total_loss: 5.682 loss_ce: 0.2889 loss_bbox: 0.1851 loss_giou: 0.3448 loss_ce_0: 0.4978 loss_bbox_0: 0.3106 loss_giou_0: 0.5277 loss_ce_1: 0.3889 loss_bbox_1: 0.2243 loss_giou_1: 0.3986 loss_ce_2: 0.3243 loss_bbox_2: 0.1997 loss_giou_2: 0.368 loss_ce_3: 0.2937 loss_bbox_3: 0.1919 loss_giou_3: 0.3562 loss_ce_4: 0.2929 loss_bbox_4: 0.1859 loss_giou_4: 0.3482 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:03] d2.utils.events INFO: eta: 18:41:28 iter: 209979 total_loss: 5.7 loss_ce: 0.2714 loss_bbox: 0.1717 loss_giou: 0.3273 loss_ce_0: 0.5002 loss_bbox_0: 0.3161 loss_giou_0: 0.5102 loss_ce_1: 0.3762 loss_bbox_1: 0.2057 loss_giou_1: 0.37 loss_ce_2: 0.309 loss_bbox_2: 0.1856 loss_giou_2: 0.3419 loss_ce_3: 0.2797 loss_bbox_3: 0.1754 loss_giou_3: 0.3364 loss_ce_4: 0.2786 loss_bbox_4: 0.1739 loss_giou_4: 0.331 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:08] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0209999.pth [11/03 06:20:10] d2.utils.events INFO: eta: 18:41:22 iter: 209999 total_loss: 5.616 loss_ce: 0.284 loss_bbox: 0.1742 loss_giou: 0.3352 loss_ce_0: 0.4959 loss_bbox_0: 0.303 loss_giou_0: 0.518 loss_ce_1: 0.3943 loss_bbox_1: 0.2094 loss_giou_1: 0.3926 loss_ce_2: 0.3264 loss_bbox_2: 0.1833 loss_giou_2: 0.3529 loss_ce_3: 0.2941 loss_bbox_3: 0.1798 loss_giou_3: 0.3467 loss_ce_4: 0.2843 loss_bbox_4: 0.1709 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:16] d2.utils.events INFO: eta: 18:41:45 iter: 210019 total_loss: 5.974 loss_ce: 0.299 loss_bbox: 0.2006 loss_giou: 0.3527 loss_ce_0: 0.5055 loss_bbox_0: 0.3222 loss_giou_0: 0.5434 loss_ce_1: 0.389 loss_bbox_1: 0.2345 loss_giou_1: 0.4074 loss_ce_2: 0.3294 loss_bbox_2: 0.2126 loss_giou_2: 0.3771 loss_ce_3: 0.3068 loss_bbox_3: 0.2113 loss_giou_3: 0.3604 loss_ce_4: 0.2952 loss_bbox_4: 0.2073 loss_giou_4: 0.3559 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:22] d2.utils.events INFO: eta: 18:41:54 iter: 210039 total_loss: 5.619 loss_ce: 0.2864 loss_bbox: 0.1886 loss_giou: 0.3291 loss_ce_0: 0.5034 loss_bbox_0: 0.3146 loss_giou_0: 0.4909 loss_ce_1: 0.3984 loss_bbox_1: 0.2186 loss_giou_1: 0.3726 loss_ce_2: 0.3225 loss_bbox_2: 0.206 loss_giou_2: 0.3444 loss_ce_3: 0.2954 loss_bbox_3: 0.1935 loss_giou_3: 0.3345 loss_ce_4: 0.2919 loss_bbox_4: 0.1889 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:27] d2.utils.events INFO: eta: 18:41:44 iter: 210059 total_loss: 5.561 loss_ce: 0.286 loss_bbox: 0.2074 loss_giou: 0.325 loss_ce_0: 0.4885 loss_bbox_0: 0.3236 loss_giou_0: 0.4915 loss_ce_1: 0.3842 loss_bbox_1: 0.2329 loss_giou_1: 0.3596 loss_ce_2: 0.3281 loss_bbox_2: 0.2099 loss_giou_2: 0.3342 loss_ce_3: 0.2942 loss_bbox_3: 0.2117 loss_giou_3: 0.3333 loss_ce_4: 0.275 loss_bbox_4: 0.206 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:33] d2.utils.events INFO: eta: 18:41:41 iter: 210079 total_loss: 5.559 loss_ce: 0.2497 loss_bbox: 0.1828 loss_giou: 0.3355 loss_ce_0: 0.4814 loss_bbox_0: 0.308 loss_giou_0: 0.5128 loss_ce_1: 0.3705 loss_bbox_1: 0.2193 loss_giou_1: 0.3927 loss_ce_2: 0.305 loss_bbox_2: 0.1944 loss_giou_2: 0.3547 loss_ce_3: 0.2628 loss_bbox_3: 0.1866 loss_giou_3: 0.3534 loss_ce_4: 0.2562 loss_bbox_4: 0.1885 loss_giou_4: 0.3361 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:39] d2.utils.events INFO: eta: 18:41:40 iter: 210099 total_loss: 5.551 loss_ce: 0.2745 loss_bbox: 0.1857 loss_giou: 0.3207 loss_ce_0: 0.4739 loss_bbox_0: 0.3097 loss_giou_0: 0.4844 loss_ce_1: 0.3763 loss_bbox_1: 0.228 loss_giou_1: 0.3661 loss_ce_2: 0.3119 loss_bbox_2: 0.2083 loss_giou_2: 0.3401 loss_ce_3: 0.2761 loss_bbox_3: 0.1994 loss_giou_3: 0.3261 loss_ce_4: 0.2758 loss_bbox_4: 0.1922 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:44] d2.utils.events INFO: eta: 18:41:53 iter: 210119 total_loss: 5.818 loss_ce: 0.2903 loss_bbox: 0.202 loss_giou: 0.336 loss_ce_0: 0.5048 loss_bbox_0: 0.3283 loss_giou_0: 0.4967 loss_ce_1: 0.4011 loss_bbox_1: 0.2409 loss_giou_1: 0.3885 loss_ce_2: 0.3446 loss_bbox_2: 0.2171 loss_giou_2: 0.3538 loss_ce_3: 0.3176 loss_bbox_3: 0.2093 loss_giou_3: 0.3462 loss_ce_4: 0.2957 loss_bbox_4: 0.2057 loss_giou_4: 0.3409 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:50] d2.utils.events INFO: eta: 18:41:48 iter: 210139 total_loss: 5.335 loss_ce: 0.2545 loss_bbox: 0.1816 loss_giou: 0.3228 loss_ce_0: 0.4811 loss_bbox_0: 0.3047 loss_giou_0: 0.5126 loss_ce_1: 0.3743 loss_bbox_1: 0.2132 loss_giou_1: 0.3678 loss_ce_2: 0.2958 loss_bbox_2: 0.2007 loss_giou_2: 0.3424 loss_ce_3: 0.2653 loss_bbox_3: 0.1892 loss_giou_3: 0.3307 loss_ce_4: 0.2589 loss_bbox_4: 0.1854 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 06:20:56] d2.utils.events INFO: eta: 18:41:46 iter: 210159 total_loss: 5.392 loss_ce: 0.2784 loss_bbox: 0.178 loss_giou: 0.3247 loss_ce_0: 0.5006 loss_bbox_0: 0.2954 loss_giou_0: 0.5029 loss_ce_1: 0.388 loss_bbox_1: 0.2076 loss_giou_1: 0.3773 loss_ce_2: 0.3168 loss_bbox_2: 0.1915 loss_giou_2: 0.3426 loss_ce_3: 0.2927 loss_bbox_3: 0.1882 loss_giou_3: 0.3292 loss_ce_4: 0.2787 loss_bbox_4: 0.1825 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:01] d2.utils.events INFO: eta: 18:41:35 iter: 210179 total_loss: 5.611 loss_ce: 0.2927 loss_bbox: 0.1859 loss_giou: 0.34 loss_ce_0: 0.5012 loss_bbox_0: 0.3093 loss_giou_0: 0.5191 loss_ce_1: 0.3808 loss_bbox_1: 0.2241 loss_giou_1: 0.3976 loss_ce_2: 0.3172 loss_bbox_2: 0.1964 loss_giou_2: 0.3635 loss_ce_3: 0.2993 loss_bbox_3: 0.182 loss_giou_3: 0.3517 loss_ce_4: 0.2849 loss_bbox_4: 0.1824 loss_giou_4: 0.3441 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:07] d2.utils.events INFO: eta: 18:41:39 iter: 210199 total_loss: 5.213 loss_ce: 0.2526 loss_bbox: 0.1745 loss_giou: 0.2997 loss_ce_0: 0.4811 loss_bbox_0: 0.3021 loss_giou_0: 0.4798 loss_ce_1: 0.3866 loss_bbox_1: 0.2113 loss_giou_1: 0.3465 loss_ce_2: 0.3081 loss_bbox_2: 0.187 loss_giou_2: 0.3189 loss_ce_3: 0.2605 loss_bbox_3: 0.1786 loss_giou_3: 0.3098 loss_ce_4: 0.2579 loss_bbox_4: 0.1754 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:13] d2.utils.events INFO: eta: 18:41:33 iter: 210219 total_loss: 5.686 loss_ce: 0.2918 loss_bbox: 0.1864 loss_giou: 0.3332 loss_ce_0: 0.4928 loss_bbox_0: 0.3153 loss_giou_0: 0.5151 loss_ce_1: 0.391 loss_bbox_1: 0.2297 loss_giou_1: 0.3866 loss_ce_2: 0.333 loss_bbox_2: 0.1999 loss_giou_2: 0.3563 loss_ce_3: 0.2983 loss_bbox_3: 0.1903 loss_giou_3: 0.3447 loss_ce_4: 0.2877 loss_bbox_4: 0.1873 loss_giou_4: 0.336 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:19] d2.utils.events INFO: eta: 18:41:48 iter: 210239 total_loss: 5.936 loss_ce: 0.3036 loss_bbox: 0.1969 loss_giou: 0.3442 loss_ce_0: 0.5072 loss_bbox_0: 0.3135 loss_giou_0: 0.5303 loss_ce_1: 0.4043 loss_bbox_1: 0.2182 loss_giou_1: 0.4036 loss_ce_2: 0.3393 loss_bbox_2: 0.2064 loss_giou_2: 0.3659 loss_ce_3: 0.3168 loss_bbox_3: 0.201 loss_giou_3: 0.3592 loss_ce_4: 0.307 loss_bbox_4: 0.199 loss_giou_4: 0.3504 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:24] d2.utils.events INFO: eta: 18:41:48 iter: 210259 total_loss: 5.853 loss_ce: 0.3217 loss_bbox: 0.1833 loss_giou: 0.3363 loss_ce_0: 0.511 loss_bbox_0: 0.325 loss_giou_0: 0.4877 loss_ce_1: 0.403 loss_bbox_1: 0.2282 loss_giou_1: 0.3717 loss_ce_2: 0.3495 loss_bbox_2: 0.2024 loss_giou_2: 0.3516 loss_ce_3: 0.3315 loss_bbox_3: 0.1947 loss_giou_3: 0.3408 loss_ce_4: 0.3193 loss_bbox_4: 0.19 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:30] d2.utils.events INFO: eta: 18:42:05 iter: 210279 total_loss: 5.741 loss_ce: 0.2815 loss_bbox: 0.1903 loss_giou: 0.3417 loss_ce_0: 0.4935 loss_bbox_0: 0.3167 loss_giou_0: 0.4927 loss_ce_1: 0.3925 loss_bbox_1: 0.2189 loss_giou_1: 0.3806 loss_ce_2: 0.3322 loss_bbox_2: 0.2023 loss_giou_2: 0.3575 loss_ce_3: 0.2881 loss_bbox_3: 0.1951 loss_giou_3: 0.3497 loss_ce_4: 0.2776 loss_bbox_4: 0.1913 loss_giou_4: 0.3465 time: 0.2800 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:35] d2.utils.events INFO: eta: 18:42:11 iter: 210299 total_loss: 5.749 loss_ce: 0.2858 loss_bbox: 0.179 loss_giou: 0.3373 loss_ce_0: 0.4974 loss_bbox_0: 0.307 loss_giou_0: 0.5383 loss_ce_1: 0.399 loss_bbox_1: 0.2097 loss_giou_1: 0.3944 loss_ce_2: 0.3261 loss_bbox_2: 0.1912 loss_giou_2: 0.3604 loss_ce_3: 0.2945 loss_bbox_3: 0.1851 loss_giou_3: 0.351 loss_ce_4: 0.2819 loss_bbox_4: 0.1839 loss_giou_4: 0.3436 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:41] d2.utils.events INFO: eta: 18:42:01 iter: 210319 total_loss: 5.477 loss_ce: 0.2822 loss_bbox: 0.1792 loss_giou: 0.311 loss_ce_0: 0.5062 loss_bbox_0: 0.3043 loss_giou_0: 0.4893 loss_ce_1: 0.3842 loss_bbox_1: 0.2133 loss_giou_1: 0.3695 loss_ce_2: 0.3278 loss_bbox_2: 0.1855 loss_giou_2: 0.3325 loss_ce_3: 0.3023 loss_bbox_3: 0.1846 loss_giou_3: 0.3237 loss_ce_4: 0.2942 loss_bbox_4: 0.1776 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:47] d2.utils.events INFO: eta: 18:41:31 iter: 210339 total_loss: 5.58 loss_ce: 0.2933 loss_bbox: 0.1801 loss_giou: 0.3261 loss_ce_0: 0.4821 loss_bbox_0: 0.2987 loss_giou_0: 0.5167 loss_ce_1: 0.3806 loss_bbox_1: 0.2092 loss_giou_1: 0.3835 loss_ce_2: 0.3373 loss_bbox_2: 0.1933 loss_giou_2: 0.3492 loss_ce_3: 0.3031 loss_bbox_3: 0.1856 loss_giou_3: 0.3392 loss_ce_4: 0.2903 loss_bbox_4: 0.1805 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:52] d2.utils.events INFO: eta: 18:41:20 iter: 210359 total_loss: 5.696 loss_ce: 0.2911 loss_bbox: 0.1764 loss_giou: 0.3225 loss_ce_0: 0.4883 loss_bbox_0: 0.3077 loss_giou_0: 0.5246 loss_ce_1: 0.3872 loss_bbox_1: 0.2056 loss_giou_1: 0.3739 loss_ce_2: 0.3275 loss_bbox_2: 0.1872 loss_giou_2: 0.3432 loss_ce_3: 0.3029 loss_bbox_3: 0.1819 loss_giou_3: 0.3233 loss_ce_4: 0.2943 loss_bbox_4: 0.1813 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:21:58] d2.utils.events INFO: eta: 18:41:19 iter: 210379 total_loss: 5.645 loss_ce: 0.2852 loss_bbox: 0.1817 loss_giou: 0.3368 loss_ce_0: 0.4994 loss_bbox_0: 0.3101 loss_giou_0: 0.522 loss_ce_1: 0.373 loss_bbox_1: 0.2157 loss_giou_1: 0.3738 loss_ce_2: 0.3208 loss_bbox_2: 0.1981 loss_giou_2: 0.3567 loss_ce_3: 0.2915 loss_bbox_3: 0.1888 loss_giou_3: 0.3403 loss_ce_4: 0.2817 loss_bbox_4: 0.183 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:04] d2.utils.events INFO: eta: 18:41:14 iter: 210399 total_loss: 5.834 loss_ce: 0.3192 loss_bbox: 0.1912 loss_giou: 0.3382 loss_ce_0: 0.5174 loss_bbox_0: 0.3236 loss_giou_0: 0.517 loss_ce_1: 0.399 loss_bbox_1: 0.2252 loss_giou_1: 0.3784 loss_ce_2: 0.3364 loss_bbox_2: 0.2113 loss_giou_2: 0.357 loss_ce_3: 0.3196 loss_bbox_3: 0.197 loss_giou_3: 0.3479 loss_ce_4: 0.3133 loss_bbox_4: 0.1953 loss_giou_4: 0.3417 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:10] d2.utils.events INFO: eta: 18:41:37 iter: 210419 total_loss: 5.677 loss_ce: 0.2938 loss_bbox: 0.1836 loss_giou: 0.3418 loss_ce_0: 0.5106 loss_bbox_0: 0.309 loss_giou_0: 0.4901 loss_ce_1: 0.4037 loss_bbox_1: 0.2189 loss_giou_1: 0.3814 loss_ce_2: 0.3515 loss_bbox_2: 0.1977 loss_giou_2: 0.3601 loss_ce_3: 0.3059 loss_bbox_3: 0.1895 loss_giou_3: 0.3481 loss_ce_4: 0.2951 loss_bbox_4: 0.186 loss_giou_4: 0.3455 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:15] d2.utils.events INFO: eta: 18:41:34 iter: 210439 total_loss: 5.841 loss_ce: 0.29 loss_bbox: 0.1916 loss_giou: 0.3476 loss_ce_0: 0.4958 loss_bbox_0: 0.3241 loss_giou_0: 0.5126 loss_ce_1: 0.3954 loss_bbox_1: 0.2255 loss_giou_1: 0.3914 loss_ce_2: 0.3336 loss_bbox_2: 0.2034 loss_giou_2: 0.363 loss_ce_3: 0.3026 loss_bbox_3: 0.1975 loss_giou_3: 0.3537 loss_ce_4: 0.2924 loss_bbox_4: 0.1926 loss_giou_4: 0.3494 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:21] d2.utils.events INFO: eta: 18:41:31 iter: 210459 total_loss: 5.402 loss_ce: 0.2699 loss_bbox: 0.1757 loss_giou: 0.3225 loss_ce_0: 0.5049 loss_bbox_0: 0.3015 loss_giou_0: 0.5376 loss_ce_1: 0.3878 loss_bbox_1: 0.1982 loss_giou_1: 0.3718 loss_ce_2: 0.3244 loss_bbox_2: 0.1811 loss_giou_2: 0.338 loss_ce_3: 0.2888 loss_bbox_3: 0.1816 loss_giou_3: 0.3281 loss_ce_4: 0.2771 loss_bbox_4: 0.1785 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:27] d2.utils.events INFO: eta: 18:41:28 iter: 210479 total_loss: 5.939 loss_ce: 0.3008 loss_bbox: 0.1987 loss_giou: 0.3634 loss_ce_0: 0.5072 loss_bbox_0: 0.3126 loss_giou_0: 0.5531 loss_ce_1: 0.4143 loss_bbox_1: 0.229 loss_giou_1: 0.4112 loss_ce_2: 0.3617 loss_bbox_2: 0.2087 loss_giou_2: 0.3837 loss_ce_3: 0.3203 loss_bbox_3: 0.2004 loss_giou_3: 0.3625 loss_ce_4: 0.3039 loss_bbox_4: 0.1992 loss_giou_4: 0.3646 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:32] d2.utils.events INFO: eta: 18:41:22 iter: 210499 total_loss: 5.363 loss_ce: 0.2743 loss_bbox: 0.1761 loss_giou: 0.3072 loss_ce_0: 0.4838 loss_bbox_0: 0.3037 loss_giou_0: 0.4617 loss_ce_1: 0.379 loss_bbox_1: 0.2015 loss_giou_1: 0.3346 loss_ce_2: 0.3219 loss_bbox_2: 0.1902 loss_giou_2: 0.324 loss_ce_3: 0.2925 loss_bbox_3: 0.184 loss_giou_3: 0.3186 loss_ce_4: 0.2762 loss_bbox_4: 0.1789 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:38] d2.utils.events INFO: eta: 18:41:24 iter: 210519 total_loss: 5.65 loss_ce: 0.2739 loss_bbox: 0.1863 loss_giou: 0.3443 loss_ce_0: 0.49 loss_bbox_0: 0.3233 loss_giou_0: 0.5293 loss_ce_1: 0.3802 loss_bbox_1: 0.2204 loss_giou_1: 0.3936 loss_ce_2: 0.3178 loss_bbox_2: 0.2062 loss_giou_2: 0.362 loss_ce_3: 0.2877 loss_bbox_3: 0.1998 loss_giou_3: 0.3503 loss_ce_4: 0.2752 loss_bbox_4: 0.1905 loss_giou_4: 0.3441 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:44] d2.utils.events INFO: eta: 18:41:06 iter: 210539 total_loss: 5.915 loss_ce: 0.2969 loss_bbox: 0.1935 loss_giou: 0.3592 loss_ce_0: 0.504 loss_bbox_0: 0.3095 loss_giou_0: 0.5426 loss_ce_1: 0.3899 loss_bbox_1: 0.2239 loss_giou_1: 0.4005 loss_ce_2: 0.3312 loss_bbox_2: 0.2006 loss_giou_2: 0.3848 loss_ce_3: 0.3082 loss_bbox_3: 0.2022 loss_giou_3: 0.3709 loss_ce_4: 0.2999 loss_bbox_4: 0.1937 loss_giou_4: 0.3674 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:49] d2.utils.events INFO: eta: 18:40:40 iter: 210559 total_loss: 5.6 loss_ce: 0.2794 loss_bbox: 0.1876 loss_giou: 0.3202 loss_ce_0: 0.483 loss_bbox_0: 0.3137 loss_giou_0: 0.4982 loss_ce_1: 0.3825 loss_bbox_1: 0.2244 loss_giou_1: 0.3703 loss_ce_2: 0.3192 loss_bbox_2: 0.2061 loss_giou_2: 0.3417 loss_ce_3: 0.2809 loss_bbox_3: 0.2005 loss_giou_3: 0.3357 loss_ce_4: 0.2847 loss_bbox_4: 0.1911 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 06:22:55] d2.utils.events INFO: eta: 18:40:42 iter: 210579 total_loss: 5.754 loss_ce: 0.3002 loss_bbox: 0.1867 loss_giou: 0.3187 loss_ce_0: 0.4874 loss_bbox_0: 0.3309 loss_giou_0: 0.5227 loss_ce_1: 0.3998 loss_bbox_1: 0.2226 loss_giou_1: 0.3733 loss_ce_2: 0.3342 loss_bbox_2: 0.1977 loss_giou_2: 0.3368 loss_ce_3: 0.3119 loss_bbox_3: 0.1925 loss_giou_3: 0.3283 loss_ce_4: 0.2983 loss_bbox_4: 0.1858 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:01] d2.utils.events INFO: eta: 18:40:45 iter: 210599 total_loss: 5.434 loss_ce: 0.261 loss_bbox: 0.1786 loss_giou: 0.329 loss_ce_0: 0.4712 loss_bbox_0: 0.3031 loss_giou_0: 0.5238 loss_ce_1: 0.3708 loss_bbox_1: 0.2136 loss_giou_1: 0.3706 loss_ce_2: 0.3043 loss_bbox_2: 0.1878 loss_giou_2: 0.3435 loss_ce_3: 0.2753 loss_bbox_3: 0.1858 loss_giou_3: 0.3389 loss_ce_4: 0.2665 loss_bbox_4: 0.1802 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:06] d2.utils.events INFO: eta: 18:40:46 iter: 210619 total_loss: 5.597 loss_ce: 0.2845 loss_bbox: 0.1822 loss_giou: 0.3485 loss_ce_0: 0.4917 loss_bbox_0: 0.3116 loss_giou_0: 0.5172 loss_ce_1: 0.3937 loss_bbox_1: 0.2119 loss_giou_1: 0.403 loss_ce_2: 0.3304 loss_bbox_2: 0.1993 loss_giou_2: 0.3668 loss_ce_3: 0.2943 loss_bbox_3: 0.1908 loss_giou_3: 0.3534 loss_ce_4: 0.2878 loss_bbox_4: 0.1871 loss_giou_4: 0.3462 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:12] d2.utils.events INFO: eta: 18:40:57 iter: 210639 total_loss: 5.659 loss_ce: 0.275 loss_bbox: 0.1831 loss_giou: 0.3328 loss_ce_0: 0.4881 loss_bbox_0: 0.3113 loss_giou_0: 0.5119 loss_ce_1: 0.3853 loss_bbox_1: 0.2189 loss_giou_1: 0.3836 loss_ce_2: 0.3195 loss_bbox_2: 0.195 loss_giou_2: 0.3497 loss_ce_3: 0.2937 loss_bbox_3: 0.1845 loss_giou_3: 0.3386 loss_ce_4: 0.2726 loss_bbox_4: 0.1863 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:18] d2.utils.events INFO: eta: 18:41:04 iter: 210659 total_loss: 5.963 loss_ce: 0.3013 loss_bbox: 0.1752 loss_giou: 0.3526 loss_ce_0: 0.4964 loss_bbox_0: 0.3183 loss_giou_0: 0.5398 loss_ce_1: 0.4017 loss_bbox_1: 0.2171 loss_giou_1: 0.4103 loss_ce_2: 0.3411 loss_bbox_2: 0.1961 loss_giou_2: 0.3702 loss_ce_3: 0.3154 loss_bbox_3: 0.1872 loss_giou_3: 0.3614 loss_ce_4: 0.2968 loss_bbox_4: 0.18 loss_giou_4: 0.3568 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:24] d2.utils.events INFO: eta: 18:41:23 iter: 210679 total_loss: 5.526 loss_ce: 0.2894 loss_bbox: 0.1819 loss_giou: 0.3221 loss_ce_0: 0.5019 loss_bbox_0: 0.3123 loss_giou_0: 0.4897 loss_ce_1: 0.3911 loss_bbox_1: 0.215 loss_giou_1: 0.3664 loss_ce_2: 0.3294 loss_bbox_2: 0.1957 loss_giou_2: 0.337 loss_ce_3: 0.2948 loss_bbox_3: 0.1849 loss_giou_3: 0.3289 loss_ce_4: 0.286 loss_bbox_4: 0.1851 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:29] d2.utils.events INFO: eta: 18:40:53 iter: 210699 total_loss: 5.652 loss_ce: 0.2796 loss_bbox: 0.1779 loss_giou: 0.3598 loss_ce_0: 0.4949 loss_bbox_0: 0.3069 loss_giou_0: 0.5596 loss_ce_1: 0.3838 loss_bbox_1: 0.2012 loss_giou_1: 0.4107 loss_ce_2: 0.3246 loss_bbox_2: 0.1886 loss_giou_2: 0.374 loss_ce_3: 0.2915 loss_bbox_3: 0.1834 loss_giou_3: 0.3665 loss_ce_4: 0.2816 loss_bbox_4: 0.1814 loss_giou_4: 0.3616 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:35] d2.utils.events INFO: eta: 18:40:44 iter: 210719 total_loss: 5.639 loss_ce: 0.2844 loss_bbox: 0.1832 loss_giou: 0.3404 loss_ce_0: 0.4906 loss_bbox_0: 0.3143 loss_giou_0: 0.527 loss_ce_1: 0.3853 loss_bbox_1: 0.2204 loss_giou_1: 0.3808 loss_ce_2: 0.3166 loss_bbox_2: 0.197 loss_giou_2: 0.3633 loss_ce_3: 0.2938 loss_bbox_3: 0.1888 loss_giou_3: 0.3521 loss_ce_4: 0.2894 loss_bbox_4: 0.1861 loss_giou_4: 0.3442 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:41] d2.utils.events INFO: eta: 18:40:42 iter: 210739 total_loss: 5.635 loss_ce: 0.2877 loss_bbox: 0.1915 loss_giou: 0.3252 loss_ce_0: 0.5066 loss_bbox_0: 0.3188 loss_giou_0: 0.5103 loss_ce_1: 0.3954 loss_bbox_1: 0.2166 loss_giou_1: 0.3722 loss_ce_2: 0.3363 loss_bbox_2: 0.2012 loss_giou_2: 0.3465 loss_ce_3: 0.2976 loss_bbox_3: 0.1924 loss_giou_3: 0.3443 loss_ce_4: 0.2928 loss_bbox_4: 0.1952 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:46] d2.utils.events INFO: eta: 18:40:21 iter: 210759 total_loss: 5.504 loss_ce: 0.2921 loss_bbox: 0.1814 loss_giou: 0.3156 loss_ce_0: 0.5048 loss_bbox_0: 0.3102 loss_giou_0: 0.4886 loss_ce_1: 0.4087 loss_bbox_1: 0.2135 loss_giou_1: 0.3571 loss_ce_2: 0.3365 loss_bbox_2: 0.1953 loss_giou_2: 0.341 loss_ce_3: 0.3016 loss_bbox_3: 0.189 loss_giou_3: 0.3219 loss_ce_4: 0.2943 loss_bbox_4: 0.1849 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:52] d2.utils.events INFO: eta: 18:40:13 iter: 210779 total_loss: 5.67 loss_ce: 0.2907 loss_bbox: 0.1793 loss_giou: 0.3401 loss_ce_0: 0.5174 loss_bbox_0: 0.2976 loss_giou_0: 0.526 loss_ce_1: 0.4052 loss_bbox_1: 0.2079 loss_giou_1: 0.3836 loss_ce_2: 0.3395 loss_bbox_2: 0.1924 loss_giou_2: 0.3569 loss_ce_3: 0.3041 loss_bbox_3: 0.1817 loss_giou_3: 0.3503 loss_ce_4: 0.293 loss_bbox_4: 0.1789 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:23:58] d2.utils.events INFO: eta: 18:39:51 iter: 210799 total_loss: 5.651 loss_ce: 0.2846 loss_bbox: 0.1876 loss_giou: 0.3355 loss_ce_0: 0.4978 loss_bbox_0: 0.3056 loss_giou_0: 0.5146 loss_ce_1: 0.3919 loss_bbox_1: 0.221 loss_giou_1: 0.3863 loss_ce_2: 0.329 loss_bbox_2: 0.2059 loss_giou_2: 0.3632 loss_ce_3: 0.3019 loss_bbox_3: 0.1988 loss_giou_3: 0.3514 loss_ce_4: 0.2952 loss_bbox_4: 0.1937 loss_giou_4: 0.3449 time: 0.2800 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:03] d2.utils.events INFO: eta: 18:39:23 iter: 210819 total_loss: 5.696 loss_ce: 0.2808 loss_bbox: 0.1919 loss_giou: 0.3514 loss_ce_0: 0.4939 loss_bbox_0: 0.2993 loss_giou_0: 0.5153 loss_ce_1: 0.3894 loss_bbox_1: 0.222 loss_giou_1: 0.3849 loss_ce_2: 0.336 loss_bbox_2: 0.2057 loss_giou_2: 0.3684 loss_ce_3: 0.2879 loss_bbox_3: 0.1994 loss_giou_3: 0.3555 loss_ce_4: 0.2835 loss_bbox_4: 0.1922 loss_giou_4: 0.3529 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:09] d2.utils.events INFO: eta: 18:40:08 iter: 210839 total_loss: 5.712 loss_ce: 0.2811 loss_bbox: 0.1926 loss_giou: 0.3333 loss_ce_0: 0.4937 loss_bbox_0: 0.307 loss_giou_0: 0.5028 loss_ce_1: 0.3741 loss_bbox_1: 0.2218 loss_giou_1: 0.3838 loss_ce_2: 0.3142 loss_bbox_2: 0.2038 loss_giou_2: 0.357 loss_ce_3: 0.2922 loss_bbox_3: 0.1979 loss_giou_3: 0.3454 loss_ce_4: 0.2828 loss_bbox_4: 0.1969 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:15] d2.utils.events INFO: eta: 18:40:30 iter: 210859 total_loss: 5.386 loss_ce: 0.2613 loss_bbox: 0.1803 loss_giou: 0.3494 loss_ce_0: 0.4786 loss_bbox_0: 0.3 loss_giou_0: 0.5026 loss_ce_1: 0.3848 loss_bbox_1: 0.2089 loss_giou_1: 0.3798 loss_ce_2: 0.3133 loss_bbox_2: 0.1951 loss_giou_2: 0.361 loss_ce_3: 0.2825 loss_bbox_3: 0.1883 loss_giou_3: 0.357 loss_ce_4: 0.2655 loss_bbox_4: 0.1805 loss_giou_4: 0.355 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:20] d2.utils.events INFO: eta: 18:40:01 iter: 210879 total_loss: 5.85 loss_ce: 0.3036 loss_bbox: 0.1953 loss_giou: 0.3555 loss_ce_0: 0.4856 loss_bbox_0: 0.3233 loss_giou_0: 0.5213 loss_ce_1: 0.3964 loss_bbox_1: 0.221 loss_giou_1: 0.3974 loss_ce_2: 0.3468 loss_bbox_2: 0.2082 loss_giou_2: 0.3704 loss_ce_3: 0.3075 loss_bbox_3: 0.2007 loss_giou_3: 0.3644 loss_ce_4: 0.301 loss_bbox_4: 0.1951 loss_giou_4: 0.3599 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:26] d2.utils.events INFO: eta: 18:39:57 iter: 210899 total_loss: 5.84 loss_ce: 0.2871 loss_bbox: 0.1846 loss_giou: 0.334 loss_ce_0: 0.4944 loss_bbox_0: 0.3081 loss_giou_0: 0.5046 loss_ce_1: 0.4015 loss_bbox_1: 0.2164 loss_giou_1: 0.3784 loss_ce_2: 0.3299 loss_bbox_2: 0.2003 loss_giou_2: 0.3458 loss_ce_3: 0.2961 loss_bbox_3: 0.1889 loss_giou_3: 0.3421 loss_ce_4: 0.2901 loss_bbox_4: 0.1893 loss_giou_4: 0.3382 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:32] d2.utils.events INFO: eta: 18:40:04 iter: 210919 total_loss: 5.834 loss_ce: 0.3035 loss_bbox: 0.2082 loss_giou: 0.3341 loss_ce_0: 0.5123 loss_bbox_0: 0.3225 loss_giou_0: 0.487 loss_ce_1: 0.4154 loss_bbox_1: 0.239 loss_giou_1: 0.3752 loss_ce_2: 0.339 loss_bbox_2: 0.2199 loss_giou_2: 0.3559 loss_ce_3: 0.3173 loss_bbox_3: 0.2114 loss_giou_3: 0.3441 loss_ce_4: 0.3041 loss_bbox_4: 0.211 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:37] d2.utils.events INFO: eta: 18:40:18 iter: 210939 total_loss: 5.52 loss_ce: 0.2749 loss_bbox: 0.1853 loss_giou: 0.3271 loss_ce_0: 0.483 loss_bbox_0: 0.3131 loss_giou_0: 0.4983 loss_ce_1: 0.3753 loss_bbox_1: 0.2152 loss_giou_1: 0.375 loss_ce_2: 0.3119 loss_bbox_2: 0.1935 loss_giou_2: 0.3361 loss_ce_3: 0.2785 loss_bbox_3: 0.1977 loss_giou_3: 0.3358 loss_ce_4: 0.2765 loss_bbox_4: 0.1863 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:43] d2.utils.events INFO: eta: 18:40:20 iter: 210959 total_loss: 5.612 loss_ce: 0.2814 loss_bbox: 0.1772 loss_giou: 0.3305 loss_ce_0: 0.4917 loss_bbox_0: 0.3203 loss_giou_0: 0.5147 loss_ce_1: 0.3957 loss_bbox_1: 0.2173 loss_giou_1: 0.3799 loss_ce_2: 0.3297 loss_bbox_2: 0.1911 loss_giou_2: 0.3487 loss_ce_3: 0.2999 loss_bbox_3: 0.1852 loss_giou_3: 0.3395 loss_ce_4: 0.2853 loss_bbox_4: 0.1802 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:49] d2.utils.events INFO: eta: 18:40:30 iter: 210979 total_loss: 5.676 loss_ce: 0.2838 loss_bbox: 0.1796 loss_giou: 0.325 loss_ce_0: 0.4947 loss_bbox_0: 0.3125 loss_giou_0: 0.5024 loss_ce_1: 0.3834 loss_bbox_1: 0.2093 loss_giou_1: 0.3762 loss_ce_2: 0.309 loss_bbox_2: 0.1923 loss_giou_2: 0.3452 loss_ce_3: 0.2868 loss_bbox_3: 0.1887 loss_giou_3: 0.3345 loss_ce_4: 0.2752 loss_bbox_4: 0.1816 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 06:24:54] d2.utils.events INFO: eta: 18:40:16 iter: 210999 total_loss: 5.501 loss_ce: 0.2842 loss_bbox: 0.1705 loss_giou: 0.3272 loss_ce_0: 0.4892 loss_bbox_0: 0.303 loss_giou_0: 0.5022 loss_ce_1: 0.3809 loss_bbox_1: 0.1998 loss_giou_1: 0.3668 loss_ce_2: 0.3273 loss_bbox_2: 0.1826 loss_giou_2: 0.3445 loss_ce_3: 0.2906 loss_bbox_3: 0.1735 loss_giou_3: 0.3325 loss_ce_4: 0.2789 loss_bbox_4: 0.1712 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:00] d2.utils.events INFO: eta: 18:40:18 iter: 211019 total_loss: 5.472 loss_ce: 0.2643 loss_bbox: 0.1793 loss_giou: 0.3388 loss_ce_0: 0.464 loss_bbox_0: 0.2941 loss_giou_0: 0.4998 loss_ce_1: 0.3648 loss_bbox_1: 0.2122 loss_giou_1: 0.38 loss_ce_2: 0.3047 loss_bbox_2: 0.1968 loss_giou_2: 0.3533 loss_ce_3: 0.2757 loss_bbox_3: 0.1867 loss_giou_3: 0.3463 loss_ce_4: 0.2635 loss_bbox_4: 0.1821 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:06] d2.utils.events INFO: eta: 18:40:18 iter: 211039 total_loss: 5.817 loss_ce: 0.3007 loss_bbox: 0.1872 loss_giou: 0.3649 loss_ce_0: 0.4821 loss_bbox_0: 0.3092 loss_giou_0: 0.5361 loss_ce_1: 0.3913 loss_bbox_1: 0.217 loss_giou_1: 0.419 loss_ce_2: 0.3395 loss_bbox_2: 0.1981 loss_giou_2: 0.3853 loss_ce_3: 0.3124 loss_bbox_3: 0.1908 loss_giou_3: 0.3792 loss_ce_4: 0.3004 loss_bbox_4: 0.1865 loss_giou_4: 0.37 time: 0.2800 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:12] d2.utils.events INFO: eta: 18:40:27 iter: 211059 total_loss: 5.59 loss_ce: 0.2805 loss_bbox: 0.1872 loss_giou: 0.3202 loss_ce_0: 0.4958 loss_bbox_0: 0.3083 loss_giou_0: 0.5102 loss_ce_1: 0.3872 loss_bbox_1: 0.2192 loss_giou_1: 0.3687 loss_ce_2: 0.3171 loss_bbox_2: 0.1995 loss_giou_2: 0.3312 loss_ce_3: 0.294 loss_bbox_3: 0.1892 loss_giou_3: 0.3304 loss_ce_4: 0.2858 loss_bbox_4: 0.1853 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:17] d2.utils.events INFO: eta: 18:40:07 iter: 211079 total_loss: 5.653 loss_ce: 0.2999 loss_bbox: 0.2016 loss_giou: 0.3207 loss_ce_0: 0.4918 loss_bbox_0: 0.3228 loss_giou_0: 0.4946 loss_ce_1: 0.3862 loss_bbox_1: 0.229 loss_giou_1: 0.3693 loss_ce_2: 0.3365 loss_bbox_2: 0.2095 loss_giou_2: 0.3371 loss_ce_3: 0.3044 loss_bbox_3: 0.2087 loss_giou_3: 0.3321 loss_ce_4: 0.2932 loss_bbox_4: 0.202 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:23] d2.utils.events INFO: eta: 18:40:16 iter: 211099 total_loss: 5.37 loss_ce: 0.2694 loss_bbox: 0.1828 loss_giou: 0.3295 loss_ce_0: 0.4831 loss_bbox_0: 0.2923 loss_giou_0: 0.4797 loss_ce_1: 0.3833 loss_bbox_1: 0.2066 loss_giou_1: 0.3635 loss_ce_2: 0.3167 loss_bbox_2: 0.1961 loss_giou_2: 0.3504 loss_ce_3: 0.2799 loss_bbox_3: 0.1897 loss_giou_3: 0.3353 loss_ce_4: 0.2704 loss_bbox_4: 0.1867 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:29] d2.utils.events INFO: eta: 18:39:44 iter: 211119 total_loss: 5.63 loss_ce: 0.2804 loss_bbox: 0.1782 loss_giou: 0.3261 loss_ce_0: 0.5011 loss_bbox_0: 0.3057 loss_giou_0: 0.4942 loss_ce_1: 0.389 loss_bbox_1: 0.2076 loss_giou_1: 0.3731 loss_ce_2: 0.326 loss_bbox_2: 0.1881 loss_giou_2: 0.3465 loss_ce_3: 0.2949 loss_bbox_3: 0.18 loss_giou_3: 0.3316 loss_ce_4: 0.2804 loss_bbox_4: 0.18 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:34] d2.utils.events INFO: eta: 18:39:39 iter: 211139 total_loss: 5.376 loss_ce: 0.2518 loss_bbox: 0.1747 loss_giou: 0.3199 loss_ce_0: 0.4778 loss_bbox_0: 0.3033 loss_giou_0: 0.4676 loss_ce_1: 0.3689 loss_bbox_1: 0.2097 loss_giou_1: 0.3608 loss_ce_2: 0.3009 loss_bbox_2: 0.1863 loss_giou_2: 0.3385 loss_ce_3: 0.2724 loss_bbox_3: 0.1849 loss_giou_3: 0.3285 loss_ce_4: 0.2609 loss_bbox_4: 0.1776 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:40] d2.utils.events INFO: eta: 18:39:33 iter: 211159 total_loss: 5.834 loss_ce: 0.2984 loss_bbox: 0.1899 loss_giou: 0.3394 loss_ce_0: 0.4924 loss_bbox_0: 0.3176 loss_giou_0: 0.5141 loss_ce_1: 0.3963 loss_bbox_1: 0.2352 loss_giou_1: 0.3921 loss_ce_2: 0.3291 loss_bbox_2: 0.2091 loss_giou_2: 0.363 loss_ce_3: 0.3104 loss_bbox_3: 0.1976 loss_giou_3: 0.3475 loss_ce_4: 0.2976 loss_bbox_4: 0.1938 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data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 06:25:57] d2.utils.events INFO: eta: 18:39:49 iter: 211219 total_loss: 5.742 loss_ce: 0.2975 loss_bbox: 0.1905 loss_giou: 0.332 loss_ce_0: 0.4972 loss_bbox_0: 0.3058 loss_giou_0: 0.5048 loss_ce_1: 0.4089 loss_bbox_1: 0.223 loss_giou_1: 0.3786 loss_ce_2: 0.3377 loss_bbox_2: 0.1976 loss_giou_2: 0.348 loss_ce_3: 0.3103 loss_bbox_3: 0.2001 loss_giou_3: 0.3388 loss_ce_4: 0.2973 loss_bbox_4: 0.1939 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:03] d2.utils.events INFO: eta: 18:39:43 iter: 211239 total_loss: 6.283 loss_ce: 0.3122 loss_bbox: 0.1957 loss_giou: 0.3617 loss_ce_0: 0.51 loss_bbox_0: 0.3181 loss_giou_0: 0.5707 loss_ce_1: 0.4119 loss_bbox_1: 0.2325 loss_giou_1: 0.427 loss_ce_2: 0.3284 loss_bbox_2: 0.2158 loss_giou_2: 0.3908 loss_ce_3: 0.3112 loss_bbox_3: 0.1993 loss_giou_3: 0.3747 loss_ce_4: 0.3089 loss_bbox_4: 0.1967 loss_giou_4: 0.3626 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:08] d2.utils.events INFO: eta: 18:39:39 iter: 211259 total_loss: 5.804 loss_ce: 0.2875 loss_bbox: 0.1747 loss_giou: 0.341 loss_ce_0: 0.5037 loss_bbox_0: 0.3155 loss_giou_0: 0.5331 loss_ce_1: 0.3943 loss_bbox_1: 0.2148 loss_giou_1: 0.3888 loss_ce_2: 0.3333 loss_bbox_2: 0.1879 loss_giou_2: 0.3625 loss_ce_3: 0.2977 loss_bbox_3: 0.1858 loss_giou_3: 0.3478 loss_ce_4: 0.2839 loss_bbox_4: 0.1753 loss_giou_4: 0.3462 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:14] d2.utils.events INFO: eta: 18:39:43 iter: 211279 total_loss: 5.487 loss_ce: 0.2869 loss_bbox: 0.1647 loss_giou: 0.3208 loss_ce_0: 0.4994 loss_bbox_0: 0.2976 loss_giou_0: 0.5069 loss_ce_1: 0.3955 loss_bbox_1: 0.1966 loss_giou_1: 0.3636 loss_ce_2: 0.3321 loss_bbox_2: 0.1781 loss_giou_2: 0.3352 loss_ce_3: 0.3008 loss_bbox_3: 0.1641 loss_giou_3: 0.3273 loss_ce_4: 0.2872 loss_bbox_4: 0.1626 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:20] d2.utils.events INFO: eta: 18:40:29 iter: 211299 total_loss: 5.792 loss_ce: 0.2929 loss_bbox: 0.1882 loss_giou: 0.3403 loss_ce_0: 0.515 loss_bbox_0: 0.3223 loss_giou_0: 0.5361 loss_ce_1: 0.3983 loss_bbox_1: 0.2173 loss_giou_1: 0.3833 loss_ce_2: 0.3383 loss_bbox_2: 0.2007 loss_giou_2: 0.3592 loss_ce_3: 0.3041 loss_bbox_3: 0.1993 loss_giou_3: 0.354 loss_ce_4: 0.2928 loss_bbox_4: 0.1884 loss_giou_4: 0.3479 time: 0.2800 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:25] d2.utils.events INFO: eta: 18:40:33 iter: 211319 total_loss: 5.768 loss_ce: 0.314 loss_bbox: 0.1874 loss_giou: 0.3385 loss_ce_0: 0.5229 loss_bbox_0: 0.3316 loss_giou_0: 0.5378 loss_ce_1: 0.4024 loss_bbox_1: 0.2245 loss_giou_1: 0.3939 loss_ce_2: 0.3435 loss_bbox_2: 0.2074 loss_giou_2: 0.3514 loss_ce_3: 0.3192 loss_bbox_3: 0.1902 loss_giou_3: 0.3483 loss_ce_4: 0.3128 loss_bbox_4: 0.1877 loss_giou_4: 0.342 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:31] d2.utils.events INFO: eta: 18:40:25 iter: 211339 total_loss: 5.364 loss_ce: 0.2709 loss_bbox: 0.1806 loss_giou: 0.3122 loss_ce_0: 0.474 loss_bbox_0: 0.3043 loss_giou_0: 0.4884 loss_ce_1: 0.3716 loss_bbox_1: 0.2181 loss_giou_1: 0.3585 loss_ce_2: 0.3045 loss_bbox_2: 0.2 loss_giou_2: 0.3285 loss_ce_3: 0.2786 loss_bbox_3: 0.1877 loss_giou_3: 0.32 loss_ce_4: 0.2741 loss_bbox_4: 0.1829 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:37] d2.utils.events INFO: eta: 18:40:22 iter: 211359 total_loss: 5.378 loss_ce: 0.2643 loss_bbox: 0.1751 loss_giou: 0.3366 loss_ce_0: 0.473 loss_bbox_0: 0.3029 loss_giou_0: 0.507 loss_ce_1: 0.3728 loss_bbox_1: 0.2082 loss_giou_1: 0.3687 loss_ce_2: 0.3137 loss_bbox_2: 0.1886 loss_giou_2: 0.3521 loss_ce_3: 0.2782 loss_bbox_3: 0.177 loss_giou_3: 0.3413 loss_ce_4: 0.2671 loss_bbox_4: 0.1729 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:42] d2.utils.events INFO: eta: 18:40:12 iter: 211379 total_loss: 5.449 loss_ce: 0.2538 loss_bbox: 0.173 loss_giou: 0.3506 loss_ce_0: 0.4877 loss_bbox_0: 0.3051 loss_giou_0: 0.538 loss_ce_1: 0.3556 loss_bbox_1: 0.2076 loss_giou_1: 0.4171 loss_ce_2: 0.2898 loss_bbox_2: 0.1914 loss_giou_2: 0.3805 loss_ce_3: 0.2667 loss_bbox_3: 0.1843 loss_giou_3: 0.3667 loss_ce_4: 0.2573 loss_bbox_4: 0.1762 loss_giou_4: 0.3542 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:48] d2.utils.events INFO: eta: 18:40:20 iter: 211399 total_loss: 5.506 loss_ce: 0.2556 loss_bbox: 0.1746 loss_giou: 0.3319 loss_ce_0: 0.4978 loss_bbox_0: 0.304 loss_giou_0: 0.5141 loss_ce_1: 0.3656 loss_bbox_1: 0.2125 loss_giou_1: 0.3858 loss_ce_2: 0.2992 loss_bbox_2: 0.1877 loss_giou_2: 0.3463 loss_ce_3: 0.2684 loss_bbox_3: 0.1795 loss_giou_3: 0.3393 loss_ce_4: 0.2535 loss_bbox_4: 0.1761 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:26:54] d2.utils.events INFO: eta: 18:40:25 iter: 211419 total_loss: 5.728 loss_ce: 0.2826 loss_bbox: 0.1863 loss_giou: 0.3327 loss_ce_0: 0.5048 loss_bbox_0: 0.3203 loss_giou_0: 0.5291 loss_ce_1: 0.4033 loss_bbox_1: 0.2262 loss_giou_1: 0.3822 loss_ce_2: 0.3185 loss_bbox_2: 0.2013 loss_giou_2: 0.3576 loss_ce_3: 0.3003 loss_bbox_3: 0.1935 loss_giou_3: 0.3441 loss_ce_4: 0.2927 loss_bbox_4: 0.1906 loss_giou_4: 0.3408 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:00] d2.utils.events INFO: eta: 18:40:29 iter: 211439 total_loss: 5.409 loss_ce: 0.2728 loss_bbox: 0.1822 loss_giou: 0.3317 loss_ce_0: 0.4894 loss_bbox_0: 0.2962 loss_giou_0: 0.5217 loss_ce_1: 0.3779 loss_bbox_1: 0.2107 loss_giou_1: 0.3781 loss_ce_2: 0.3154 loss_bbox_2: 0.192 loss_giou_2: 0.358 loss_ce_3: 0.2883 loss_bbox_3: 0.1875 loss_giou_3: 0.3422 loss_ce_4: 0.2771 loss_bbox_4: 0.1841 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:05] d2.utils.events INFO: eta: 18:39:53 iter: 211459 total_loss: 5.574 loss_ce: 0.2831 loss_bbox: 0.1676 loss_giou: 0.3359 loss_ce_0: 0.4781 loss_bbox_0: 0.3054 loss_giou_0: 0.5074 loss_ce_1: 0.3809 loss_bbox_1: 0.2047 loss_giou_1: 0.3803 loss_ce_2: 0.3272 loss_bbox_2: 0.1806 loss_giou_2: 0.3513 loss_ce_3: 0.2945 loss_bbox_3: 0.1749 loss_giou_3: 0.3371 loss_ce_4: 0.2863 loss_bbox_4: 0.169 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:11] d2.utils.events INFO: eta: 18:39:58 iter: 211479 total_loss: 5.823 loss_ce: 0.3094 loss_bbox: 0.1829 loss_giou: 0.3488 loss_ce_0: 0.5077 loss_bbox_0: 0.316 loss_giou_0: 0.5262 loss_ce_1: 0.3947 loss_bbox_1: 0.2158 loss_giou_1: 0.3966 loss_ce_2: 0.337 loss_bbox_2: 0.2015 loss_giou_2: 0.368 loss_ce_3: 0.3075 loss_bbox_3: 0.1924 loss_giou_3: 0.3575 loss_ce_4: 0.3075 loss_bbox_4: 0.1881 loss_giou_4: 0.3468 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:16] d2.utils.events INFO: eta: 18:39:45 iter: 211499 total_loss: 5.549 loss_ce: 0.2633 loss_bbox: 0.187 loss_giou: 0.2997 loss_ce_0: 0.4786 loss_bbox_0: 0.3167 loss_giou_0: 0.4842 loss_ce_1: 0.3797 loss_bbox_1: 0.2194 loss_giou_1: 0.359 loss_ce_2: 0.2972 loss_bbox_2: 0.1965 loss_giou_2: 0.3252 loss_ce_3: 0.2676 loss_bbox_3: 0.1886 loss_giou_3: 0.3092 loss_ce_4: 0.2682 loss_bbox_4: 0.1927 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:22] d2.utils.events INFO: eta: 18:39:31 iter: 211519 total_loss: 5.864 loss_ce: 0.2922 loss_bbox: 0.1844 loss_giou: 0.3448 loss_ce_0: 0.4916 loss_bbox_0: 0.3264 loss_giou_0: 0.5633 loss_ce_1: 0.3914 loss_bbox_1: 0.2146 loss_giou_1: 0.415 loss_ce_2: 0.3331 loss_bbox_2: 0.1958 loss_giou_2: 0.3716 loss_ce_3: 0.303 loss_bbox_3: 0.1896 loss_giou_3: 0.3561 loss_ce_4: 0.2988 loss_bbox_4: 0.1869 loss_giou_4: 0.3483 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:28] d2.utils.events INFO: eta: 18:39:25 iter: 211539 total_loss: 5.48 loss_ce: 0.2674 loss_bbox: 0.1818 loss_giou: 0.3379 loss_ce_0: 0.4791 loss_bbox_0: 0.3079 loss_giou_0: 0.5273 loss_ce_1: 0.3705 loss_bbox_1: 0.2146 loss_giou_1: 0.3807 loss_ce_2: 0.302 loss_bbox_2: 0.1985 loss_giou_2: 0.3567 loss_ce_3: 0.2759 loss_bbox_3: 0.1826 loss_giou_3: 0.3458 loss_ce_4: 0.2719 loss_bbox_4: 0.1831 loss_giou_4: 0.3399 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:33] d2.utils.events INFO: eta: 18:39:28 iter: 211559 total_loss: 5.537 loss_ce: 0.284 loss_bbox: 0.1691 loss_giou: 0.3243 loss_ce_0: 0.4862 loss_bbox_0: 0.2933 loss_giou_0: 0.5122 loss_ce_1: 0.3878 loss_bbox_1: 0.2007 loss_giou_1: 0.3692 loss_ce_2: 0.335 loss_bbox_2: 0.1792 loss_giou_2: 0.3453 loss_ce_3: 0.2973 loss_bbox_3: 0.1728 loss_giou_3: 0.334 loss_ce_4: 0.2889 loss_bbox_4: 0.1711 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:39] d2.utils.events INFO: eta: 18:39:12 iter: 211579 total_loss: 5.686 loss_ce: 0.3246 loss_bbox: 0.1768 loss_giou: 0.3364 loss_ce_0: 0.4953 loss_bbox_0: 0.2881 loss_giou_0: 0.4955 loss_ce_1: 0.4134 loss_bbox_1: 0.205 loss_giou_1: 0.3754 loss_ce_2: 0.3545 loss_bbox_2: 0.1886 loss_giou_2: 0.3503 loss_ce_3: 0.329 loss_bbox_3: 0.1805 loss_giou_3: 0.3463 loss_ce_4: 0.3224 loss_bbox_4: 0.1781 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:45] d2.utils.events INFO: eta: 18:39:04 iter: 211599 total_loss: 5.744 loss_ce: 0.2919 loss_bbox: 0.1807 loss_giou: 0.3427 loss_ce_0: 0.4941 loss_bbox_0: 0.2965 loss_giou_0: 0.4991 loss_ce_1: 0.3873 loss_bbox_1: 0.207 loss_giou_1: 0.3766 loss_ce_2: 0.3305 loss_bbox_2: 0.1919 loss_giou_2: 0.3568 loss_ce_3: 0.305 loss_bbox_3: 0.1889 loss_giou_3: 0.3506 loss_ce_4: 0.2873 loss_bbox_4: 0.1809 loss_giou_4: 0.3452 time: 0.2800 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:50] d2.utils.events INFO: eta: 18:38:56 iter: 211619 total_loss: 6.098 loss_ce: 0.3173 loss_bbox: 0.191 loss_giou: 0.3543 loss_ce_0: 0.5224 loss_bbox_0: 0.3173 loss_giou_0: 0.5458 loss_ce_1: 0.4045 loss_bbox_1: 0.2313 loss_giou_1: 0.405 loss_ce_2: 0.3599 loss_bbox_2: 0.2102 loss_giou_2: 0.3785 loss_ce_3: 0.3349 loss_bbox_3: 0.1977 loss_giou_3: 0.3593 loss_ce_4: 0.3166 loss_bbox_4: 0.1937 loss_giou_4: 0.3564 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 06:27:56] d2.utils.events INFO: eta: 18:38:41 iter: 211639 total_loss: 5.702 loss_ce: 0.2966 loss_bbox: 0.1738 loss_giou: 0.3401 loss_ce_0: 0.5122 loss_bbox_0: 0.2985 loss_giou_0: 0.5451 loss_ce_1: 0.3892 loss_bbox_1: 0.1983 loss_giou_1: 0.3844 loss_ce_2: 0.3308 loss_bbox_2: 0.1794 loss_giou_2: 0.3488 loss_ce_3: 0.3216 loss_bbox_3: 0.1759 loss_giou_3: 0.3414 loss_ce_4: 0.3098 loss_bbox_4: 0.172 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:02] d2.utils.events INFO: eta: 18:38:23 iter: 211659 total_loss: 5.774 loss_ce: 0.282 loss_bbox: 0.1875 loss_giou: 0.3645 loss_ce_0: 0.4985 loss_bbox_0: 0.3131 loss_giou_0: 0.5422 loss_ce_1: 0.3732 loss_bbox_1: 0.2166 loss_giou_1: 0.4108 loss_ce_2: 0.3131 loss_bbox_2: 0.1985 loss_giou_2: 0.3775 loss_ce_3: 0.2956 loss_bbox_3: 0.1946 loss_giou_3: 0.3676 loss_ce_4: 0.2802 loss_bbox_4: 0.1914 loss_giou_4: 0.3633 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:08] d2.utils.events INFO: eta: 18:38:01 iter: 211679 total_loss: 5.65 loss_ce: 0.2932 loss_bbox: 0.1769 loss_giou: 0.3544 loss_ce_0: 0.4768 loss_bbox_0: 0.2992 loss_giou_0: 0.5356 loss_ce_1: 0.375 loss_bbox_1: 0.2022 loss_giou_1: 0.4004 loss_ce_2: 0.3284 loss_bbox_2: 0.1868 loss_giou_2: 0.3676 loss_ce_3: 0.3036 loss_bbox_3: 0.1832 loss_giou_3: 0.3591 loss_ce_4: 0.299 loss_bbox_4: 0.1793 loss_giou_4: 0.3561 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:13] d2.utils.events INFO: eta: 18:38:04 iter: 211699 total_loss: 5.77 loss_ce: 0.2949 loss_bbox: 0.1859 loss_giou: 0.3386 loss_ce_0: 0.4992 loss_bbox_0: 0.3125 loss_giou_0: 0.5301 loss_ce_1: 0.3934 loss_bbox_1: 0.2209 loss_giou_1: 0.3879 loss_ce_2: 0.3362 loss_bbox_2: 0.1992 loss_giou_2: 0.3607 loss_ce_3: 0.3036 loss_bbox_3: 0.1918 loss_giou_3: 0.3471 loss_ce_4: 0.2998 loss_bbox_4: 0.1865 loss_giou_4: 0.3435 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:19] d2.utils.events INFO: eta: 18:38:12 iter: 211719 total_loss: 5.633 loss_ce: 0.271 loss_bbox: 0.1746 loss_giou: 0.3288 loss_ce_0: 0.4986 loss_bbox_0: 0.3199 loss_giou_0: 0.5157 loss_ce_1: 0.382 loss_bbox_1: 0.2247 loss_giou_1: 0.3761 loss_ce_2: 0.313 loss_bbox_2: 0.191 loss_giou_2: 0.3398 loss_ce_3: 0.2854 loss_bbox_3: 0.1876 loss_giou_3: 0.3311 loss_ce_4: 0.2687 loss_bbox_4: 0.1798 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:25] d2.utils.events INFO: eta: 18:38:06 iter: 211739 total_loss: 5.573 loss_ce: 0.2759 loss_bbox: 0.184 loss_giou: 0.313 loss_ce_0: 0.4991 loss_bbox_0: 0.3032 loss_giou_0: 0.4922 loss_ce_1: 0.3889 loss_bbox_1: 0.2157 loss_giou_1: 0.3627 loss_ce_2: 0.3239 loss_bbox_2: 0.1914 loss_giou_2: 0.3304 loss_ce_3: 0.2907 loss_bbox_3: 0.1886 loss_giou_3: 0.3227 loss_ce_4: 0.2807 loss_bbox_4: 0.183 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:31] d2.utils.events INFO: eta: 18:38:21 iter: 211759 total_loss: 5.727 loss_ce: 0.2946 loss_bbox: 0.1809 loss_giou: 0.3426 loss_ce_0: 0.5094 loss_bbox_0: 0.3028 loss_giou_0: 0.5274 loss_ce_1: 0.4015 loss_bbox_1: 0.2101 loss_giou_1: 0.3849 loss_ce_2: 0.3349 loss_bbox_2: 0.1929 loss_giou_2: 0.3611 loss_ce_3: 0.3049 loss_bbox_3: 0.1851 loss_giou_3: 0.3493 loss_ce_4: 0.295 loss_bbox_4: 0.1836 loss_giou_4: 0.3457 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:36] d2.utils.events INFO: eta: 18:38:13 iter: 211779 total_loss: 5.741 loss_ce: 0.2933 loss_bbox: 0.1811 loss_giou: 0.3427 loss_ce_0: 0.4923 loss_bbox_0: 0.3053 loss_giou_0: 0.531 loss_ce_1: 0.401 loss_bbox_1: 0.2243 loss_giou_1: 0.3937 loss_ce_2: 0.3378 loss_bbox_2: 0.1989 loss_giou_2: 0.3554 loss_ce_3: 0.3085 loss_bbox_3: 0.189 loss_giou_3: 0.3437 loss_ce_4: 0.2941 loss_bbox_4: 0.1842 loss_giou_4: 0.3403 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:42] d2.utils.events INFO: eta: 18:38:08 iter: 211799 total_loss: 5.644 loss_ce: 0.2704 loss_bbox: 0.1873 loss_giou: 0.3527 loss_ce_0: 0.4838 loss_bbox_0: 0.3024 loss_giou_0: 0.5279 loss_ce_1: 0.3883 loss_bbox_1: 0.2114 loss_giou_1: 0.3921 loss_ce_2: 0.3116 loss_bbox_2: 0.1913 loss_giou_2: 0.3591 loss_ce_3: 0.2796 loss_bbox_3: 0.1899 loss_giou_3: 0.3563 loss_ce_4: 0.2654 loss_bbox_4: 0.1846 loss_giou_4: 0.3542 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:47] d2.utils.events INFO: eta: 18:38:04 iter: 211819 total_loss: 5.647 loss_ce: 0.2901 loss_bbox: 0.1877 loss_giou: 0.3271 loss_ce_0: 0.4989 loss_bbox_0: 0.3151 loss_giou_0: 0.5092 loss_ce_1: 0.4091 loss_bbox_1: 0.2226 loss_giou_1: 0.368 loss_ce_2: 0.3504 loss_bbox_2: 0.2037 loss_giou_2: 0.3415 loss_ce_3: 0.3108 loss_bbox_3: 0.1865 loss_giou_3: 0.3337 loss_ce_4: 0.2877 loss_bbox_4: 0.1931 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:53] d2.utils.events INFO: eta: 18:37:47 iter: 211839 total_loss: 5.611 loss_ce: 0.2974 loss_bbox: 0.1787 loss_giou: 0.3331 loss_ce_0: 0.4843 loss_bbox_0: 0.3005 loss_giou_0: 0.5224 loss_ce_1: 0.3844 loss_bbox_1: 0.2112 loss_giou_1: 0.3699 loss_ce_2: 0.329 loss_bbox_2: 0.1945 loss_giou_2: 0.3498 loss_ce_3: 0.3012 loss_bbox_3: 0.189 loss_giou_3: 0.3389 loss_ce_4: 0.2917 loss_bbox_4: 0.1827 loss_giou_4: 0.337 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:28:59] d2.utils.events INFO: eta: 18:37:11 iter: 211859 total_loss: 5.503 loss_ce: 0.2902 loss_bbox: 0.1808 loss_giou: 0.3353 loss_ce_0: 0.4943 loss_bbox_0: 0.3094 loss_giou_0: 0.5187 loss_ce_1: 0.3864 loss_bbox_1: 0.2186 loss_giou_1: 0.3837 loss_ce_2: 0.3105 loss_bbox_2: 0.1992 loss_giou_2: 0.3518 loss_ce_3: 0.2956 loss_bbox_3: 0.1854 loss_giou_3: 0.3416 loss_ce_4: 0.2792 loss_bbox_4: 0.1856 loss_giou_4: 0.3394 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:05] d2.utils.events INFO: eta: 18:37:30 iter: 211879 total_loss: 5.28 loss_ce: 0.2596 loss_bbox: 0.178 loss_giou: 0.3127 loss_ce_0: 0.4836 loss_bbox_0: 0.2985 loss_giou_0: 0.483 loss_ce_1: 0.3715 loss_bbox_1: 0.2073 loss_giou_1: 0.3768 loss_ce_2: 0.3015 loss_bbox_2: 0.1911 loss_giou_2: 0.3394 loss_ce_3: 0.274 loss_bbox_3: 0.1875 loss_giou_3: 0.3246 loss_ce_4: 0.2627 loss_bbox_4: 0.1802 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:10] d2.utils.events INFO: eta: 18:37:42 iter: 211899 total_loss: 5.587 loss_ce: 0.2864 loss_bbox: 0.1796 loss_giou: 0.3412 loss_ce_0: 0.502 loss_bbox_0: 0.3058 loss_giou_0: 0.5078 loss_ce_1: 0.3774 loss_bbox_1: 0.2162 loss_giou_1: 0.3817 loss_ce_2: 0.3164 loss_bbox_2: 0.2009 loss_giou_2: 0.3564 loss_ce_3: 0.2917 loss_bbox_3: 0.1841 loss_giou_3: 0.3457 loss_ce_4: 0.2864 loss_bbox_4: 0.1792 loss_giou_4: 0.3409 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:16] d2.utils.events INFO: eta: 18:37:34 iter: 211919 total_loss: 5.729 loss_ce: 0.2798 loss_bbox: 0.1919 loss_giou: 0.3318 loss_ce_0: 0.5033 loss_bbox_0: 0.3034 loss_giou_0: 0.4852 loss_ce_1: 0.3849 loss_bbox_1: 0.2265 loss_giou_1: 0.3803 loss_ce_2: 0.3224 loss_bbox_2: 0.2026 loss_giou_2: 0.3464 loss_ce_3: 0.3032 loss_bbox_3: 0.2009 loss_giou_3: 0.3391 loss_ce_4: 0.2896 loss_bbox_4: 0.1928 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:22] d2.utils.events INFO: eta: 18:37:34 iter: 211939 total_loss: 5.58 loss_ce: 0.2921 loss_bbox: 0.1889 loss_giou: 0.327 loss_ce_0: 0.493 loss_bbox_0: 0.325 loss_giou_0: 0.5049 loss_ce_1: 0.3836 loss_bbox_1: 0.2354 loss_giou_1: 0.3776 loss_ce_2: 0.323 loss_bbox_2: 0.212 loss_giou_2: 0.3482 loss_ce_3: 0.3041 loss_bbox_3: 0.198 loss_giou_3: 0.3389 loss_ce_4: 0.298 loss_bbox_4: 0.191 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0179 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:27] d2.utils.events INFO: eta: 18:37:27 iter: 211959 total_loss: 5.55 loss_ce: 0.2711 loss_bbox: 0.1785 loss_giou: 0.3336 loss_ce_0: 0.4878 loss_bbox_0: 0.3112 loss_giou_0: 0.5092 loss_ce_1: 0.3798 loss_bbox_1: 0.222 loss_giou_1: 0.383 loss_ce_2: 0.3177 loss_bbox_2: 0.1971 loss_giou_2: 0.3624 loss_ce_3: 0.2863 loss_bbox_3: 0.186 loss_giou_3: 0.3491 loss_ce_4: 0.2708 loss_bbox_4: 0.1785 loss_giou_4: 0.3443 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:33] d2.utils.events INFO: eta: 18:37:14 iter: 211979 total_loss: 5.831 loss_ce: 0.2795 loss_bbox: 0.1796 loss_giou: 0.3464 loss_ce_0: 0.4896 loss_bbox_0: 0.3116 loss_giou_0: 0.5316 loss_ce_1: 0.3735 loss_bbox_1: 0.2115 loss_giou_1: 0.3967 loss_ce_2: 0.3078 loss_bbox_2: 0.1916 loss_giou_2: 0.3687 loss_ce_3: 0.293 loss_bbox_3: 0.1867 loss_giou_3: 0.3603 loss_ce_4: 0.2796 loss_bbox_4: 0.1796 loss_giou_4: 0.3506 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:39] d2.utils.events INFO: eta: 18:37:11 iter: 211999 total_loss: 5.602 loss_ce: 0.2781 loss_bbox: 0.1769 loss_giou: 0.3368 loss_ce_0: 0.4926 loss_bbox_0: 0.3137 loss_giou_0: 0.4982 loss_ce_1: 0.3867 loss_bbox_1: 0.2131 loss_giou_1: 0.3873 loss_ce_2: 0.3279 loss_bbox_2: 0.1881 loss_giou_2: 0.3515 loss_ce_3: 0.2975 loss_bbox_3: 0.1835 loss_giou_3: 0.3448 loss_ce_4: 0.2794 loss_bbox_4: 0.1785 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:44] d2.utils.events INFO: eta: 18:36:28 iter: 212019 total_loss: 5.537 loss_ce: 0.2823 loss_bbox: 0.1723 loss_giou: 0.3248 loss_ce_0: 0.4738 loss_bbox_0: 0.3013 loss_giou_0: 0.4923 loss_ce_1: 0.3773 loss_bbox_1: 0.1998 loss_giou_1: 0.3693 loss_ce_2: 0.3045 loss_bbox_2: 0.1911 loss_giou_2: 0.3409 loss_ce_3: 0.2865 loss_bbox_3: 0.1871 loss_giou_3: 0.3349 loss_ce_4: 0.2856 loss_bbox_4: 0.177 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:50] d2.utils.events INFO: eta: 18:36:09 iter: 212039 total_loss: 5.783 loss_ce: 0.2995 loss_bbox: 0.1857 loss_giou: 0.3541 loss_ce_0: 0.4935 loss_bbox_0: 0.3139 loss_giou_0: 0.5241 loss_ce_1: 0.3872 loss_bbox_1: 0.2173 loss_giou_1: 0.3992 loss_ce_2: 0.3282 loss_bbox_2: 0.1969 loss_giou_2: 0.3661 loss_ce_3: 0.2948 loss_bbox_3: 0.1905 loss_giou_3: 0.3611 loss_ce_4: 0.2944 loss_bbox_4: 0.1886 loss_giou_4: 0.3529 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 06:29:56] d2.utils.events INFO: eta: 18:36:11 iter: 212059 total_loss: 5.746 loss_ce: 0.2943 loss_bbox: 0.1853 loss_giou: 0.3435 loss_ce_0: 0.5003 loss_bbox_0: 0.3203 loss_giou_0: 0.5305 loss_ce_1: 0.3865 loss_bbox_1: 0.2169 loss_giou_1: 0.4018 loss_ce_2: 0.3327 loss_bbox_2: 0.2052 loss_giou_2: 0.3635 loss_ce_3: 0.3083 loss_bbox_3: 0.1885 loss_giou_3: 0.3578 loss_ce_4: 0.2968 loss_bbox_4: 0.1848 loss_giou_4: 0.3521 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:01] d2.utils.events INFO: eta: 18:35:59 iter: 212079 total_loss: 5.781 loss_ce: 0.3032 loss_bbox: 0.1919 loss_giou: 0.3367 loss_ce_0: 0.5108 loss_bbox_0: 0.315 loss_giou_0: 0.5035 loss_ce_1: 0.4266 loss_bbox_1: 0.22 loss_giou_1: 0.3857 loss_ce_2: 0.3391 loss_bbox_2: 0.2041 loss_giou_2: 0.36 loss_ce_3: 0.3131 loss_bbox_3: 0.1964 loss_giou_3: 0.3475 loss_ce_4: 0.2907 loss_bbox_4: 0.1886 loss_giou_4: 0.341 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:07] d2.utils.events INFO: eta: 18:36:06 iter: 212099 total_loss: 5.765 loss_ce: 0.2921 loss_bbox: 0.1878 loss_giou: 0.3371 loss_ce_0: 0.4897 loss_bbox_0: 0.3085 loss_giou_0: 0.5382 loss_ce_1: 0.376 loss_bbox_1: 0.2172 loss_giou_1: 0.3864 loss_ce_2: 0.3246 loss_bbox_2: 0.1984 loss_giou_2: 0.3575 loss_ce_3: 0.3017 loss_bbox_3: 0.191 loss_giou_3: 0.349 loss_ce_4: 0.296 loss_bbox_4: 0.1897 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:13] d2.utils.events INFO: eta: 18:36:11 iter: 212119 total_loss: 5.631 loss_ce: 0.2729 loss_bbox: 0.1922 loss_giou: 0.3272 loss_ce_0: 0.4973 loss_bbox_0: 0.3186 loss_giou_0: 0.5092 loss_ce_1: 0.3909 loss_bbox_1: 0.224 loss_giou_1: 0.3766 loss_ce_2: 0.3221 loss_bbox_2: 0.2059 loss_giou_2: 0.3478 loss_ce_3: 0.2913 loss_bbox_3: 0.195 loss_giou_3: 0.3377 loss_ce_4: 0.2796 loss_bbox_4: 0.1914 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:19] d2.utils.events INFO: eta: 18:36:20 iter: 212139 total_loss: 6.06 loss_ce: 0.3256 loss_bbox: 0.1839 loss_giou: 0.3465 loss_ce_0: 0.509 loss_bbox_0: 0.3066 loss_giou_0: 0.5174 loss_ce_1: 0.419 loss_bbox_1: 0.2151 loss_giou_1: 0.3889 loss_ce_2: 0.3617 loss_bbox_2: 0.1972 loss_giou_2: 0.3646 loss_ce_3: 0.338 loss_bbox_3: 0.1878 loss_giou_3: 0.3515 loss_ce_4: 0.3276 loss_bbox_4: 0.1871 loss_giou_4: 0.3501 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:24] d2.utils.events INFO: eta: 18:36:19 iter: 212159 total_loss: 5.665 loss_ce: 0.28 loss_bbox: 0.1903 loss_giou: 0.3337 loss_ce_0: 0.493 loss_bbox_0: 0.3183 loss_giou_0: 0.4969 loss_ce_1: 0.3948 loss_bbox_1: 0.221 loss_giou_1: 0.3728 loss_ce_2: 0.3253 loss_bbox_2: 0.1993 loss_giou_2: 0.3553 loss_ce_3: 0.3031 loss_bbox_3: 0.1946 loss_giou_3: 0.3383 loss_ce_4: 0.2848 loss_bbox_4: 0.1965 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:30] d2.utils.events INFO: eta: 18:35:55 iter: 212179 total_loss: 5.422 loss_ce: 0.2968 loss_bbox: 0.1732 loss_giou: 0.3237 loss_ce_0: 0.5053 loss_bbox_0: 0.3 loss_giou_0: 0.4749 loss_ce_1: 0.4134 loss_bbox_1: 0.2049 loss_giou_1: 0.3651 loss_ce_2: 0.3405 loss_bbox_2: 0.1858 loss_giou_2: 0.3383 loss_ce_3: 0.3117 loss_bbox_3: 0.1788 loss_giou_3: 0.3324 loss_ce_4: 0.2983 loss_bbox_4: 0.179 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:36] d2.utils.events INFO: eta: 18:35:32 iter: 212199 total_loss: 5.638 loss_ce: 0.2746 loss_bbox: 0.1878 loss_giou: 0.3371 loss_ce_0: 0.4958 loss_bbox_0: 0.3103 loss_giou_0: 0.5147 loss_ce_1: 0.3788 loss_bbox_1: 0.2238 loss_giou_1: 0.3868 loss_ce_2: 0.322 loss_bbox_2: 0.2002 loss_giou_2: 0.358 loss_ce_3: 0.2849 loss_bbox_3: 0.1909 loss_giou_3: 0.3443 loss_ce_4: 0.2724 loss_bbox_4: 0.1896 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:41] d2.utils.events INFO: eta: 18:35:19 iter: 212219 total_loss: 5.773 loss_ce: 0.2991 loss_bbox: 0.1867 loss_giou: 0.3244 loss_ce_0: 0.4984 loss_bbox_0: 0.3011 loss_giou_0: 0.5048 loss_ce_1: 0.4081 loss_bbox_1: 0.2122 loss_giou_1: 0.3649 loss_ce_2: 0.3564 loss_bbox_2: 0.19 loss_giou_2: 0.3402 loss_ce_3: 0.3173 loss_bbox_3: 0.1882 loss_giou_3: 0.338 loss_ce_4: 0.3041 loss_bbox_4: 0.1937 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:47] d2.utils.events INFO: eta: 18:35:14 iter: 212239 total_loss: 5.821 loss_ce: 0.2952 loss_bbox: 0.1739 loss_giou: 0.3514 loss_ce_0: 0.5108 loss_bbox_0: 0.3056 loss_giou_0: 0.5187 loss_ce_1: 0.3989 loss_bbox_1: 0.2004 loss_giou_1: 0.3876 loss_ce_2: 0.3517 loss_bbox_2: 0.1891 loss_giou_2: 0.37 loss_ce_3: 0.3012 loss_bbox_3: 0.1828 loss_giou_3: 0.3588 loss_ce_4: 0.2962 loss_bbox_4: 0.1763 loss_giou_4: 0.3595 time: 0.2800 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:53] d2.utils.events INFO: eta: 18:35:10 iter: 212259 total_loss: 5.638 loss_ce: 0.2816 loss_bbox: 0.1996 loss_giou: 0.3194 loss_ce_0: 0.4866 loss_bbox_0: 0.3342 loss_giou_0: 0.4778 loss_ce_1: 0.3755 loss_bbox_1: 0.2383 loss_giou_1: 0.363 loss_ce_2: 0.3241 loss_bbox_2: 0.2101 loss_giou_2: 0.3403 loss_ce_3: 0.2864 loss_bbox_3: 0.2012 loss_giou_3: 0.326 loss_ce_4: 0.2859 loss_bbox_4: 0.2027 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 06:30:58] d2.utils.events INFO: eta: 18:35:15 iter: 212279 total_loss: 5.81 loss_ce: 0.3101 loss_bbox: 0.1793 loss_giou: 0.3348 loss_ce_0: 0.5046 loss_bbox_0: 0.3199 loss_giou_0: 0.5244 loss_ce_1: 0.4046 loss_bbox_1: 0.2171 loss_giou_1: 0.3833 loss_ce_2: 0.3411 loss_bbox_2: 0.1939 loss_giou_2: 0.3538 loss_ce_3: 0.3195 loss_bbox_3: 0.1857 loss_giou_3: 0.3424 loss_ce_4: 0.3001 loss_bbox_4: 0.1799 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:04] d2.utils.events INFO: eta: 18:35:04 iter: 212299 total_loss: 5.732 loss_ce: 0.2851 loss_bbox: 0.2003 loss_giou: 0.3499 loss_ce_0: 0.4855 loss_bbox_0: 0.3238 loss_giou_0: 0.5292 loss_ce_1: 0.3861 loss_bbox_1: 0.2265 loss_giou_1: 0.3963 loss_ce_2: 0.3136 loss_bbox_2: 0.2042 loss_giou_2: 0.3628 loss_ce_3: 0.2913 loss_bbox_3: 0.2002 loss_giou_3: 0.3553 loss_ce_4: 0.2836 loss_bbox_4: 0.1964 loss_giou_4: 0.352 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:10] d2.utils.events INFO: eta: 18:34:42 iter: 212319 total_loss: 5.845 loss_ce: 0.3011 loss_bbox: 0.1967 loss_giou: 0.3659 loss_ce_0: 0.5153 loss_bbox_0: 0.3206 loss_giou_0: 0.5459 loss_ce_1: 0.4033 loss_bbox_1: 0.2239 loss_giou_1: 0.4071 loss_ce_2: 0.3372 loss_bbox_2: 0.209 loss_giou_2: 0.3836 loss_ce_3: 0.3209 loss_bbox_3: 0.2013 loss_giou_3: 0.372 loss_ce_4: 0.3007 loss_bbox_4: 0.1985 loss_giou_4: 0.3686 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:15] d2.utils.events INFO: eta: 18:34:47 iter: 212339 total_loss: 5.629 loss_ce: 0.2934 loss_bbox: 0.1796 loss_giou: 0.3404 loss_ce_0: 0.5011 loss_bbox_0: 0.3134 loss_giou_0: 0.5423 loss_ce_1: 0.3893 loss_bbox_1: 0.2118 loss_giou_1: 0.3925 loss_ce_2: 0.3398 loss_bbox_2: 0.189 loss_giou_2: 0.3606 loss_ce_3: 0.3108 loss_bbox_3: 0.1873 loss_giou_3: 0.3476 loss_ce_4: 0.2933 loss_bbox_4: 0.1804 loss_giou_4: 0.3463 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:21] d2.utils.events INFO: eta: 18:34:42 iter: 212359 total_loss: 5.622 loss_ce: 0.285 loss_bbox: 0.1622 loss_giou: 0.3192 loss_ce_0: 0.4933 loss_bbox_0: 0.283 loss_giou_0: 0.5025 loss_ce_1: 0.3912 loss_bbox_1: 0.1899 loss_giou_1: 0.3781 loss_ce_2: 0.3365 loss_bbox_2: 0.1706 loss_giou_2: 0.341 loss_ce_3: 0.3041 loss_bbox_3: 0.1669 loss_giou_3: 0.3327 loss_ce_4: 0.2948 loss_bbox_4: 0.1612 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:27] d2.utils.events INFO: eta: 18:34:42 iter: 212379 total_loss: 5.853 loss_ce: 0.3064 loss_bbox: 0.1948 loss_giou: 0.3507 loss_ce_0: 0.5049 loss_bbox_0: 0.3272 loss_giou_0: 0.5211 loss_ce_1: 0.4036 loss_bbox_1: 0.2224 loss_giou_1: 0.402 loss_ce_2: 0.344 loss_bbox_2: 0.2043 loss_giou_2: 0.3676 loss_ce_3: 0.3241 loss_bbox_3: 0.1984 loss_giou_3: 0.359 loss_ce_4: 0.3088 loss_bbox_4: 0.1957 loss_giou_4: 0.3544 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:32] d2.utils.events INFO: eta: 18:33:58 iter: 212399 total_loss: 5.841 loss_ce: 0.2947 loss_bbox: 0.1903 loss_giou: 0.3647 loss_ce_0: 0.5012 loss_bbox_0: 0.3218 loss_giou_0: 0.5265 loss_ce_1: 0.4125 loss_bbox_1: 0.2215 loss_giou_1: 0.419 loss_ce_2: 0.3556 loss_bbox_2: 0.2093 loss_giou_2: 0.3896 loss_ce_3: 0.3172 loss_bbox_3: 0.1994 loss_giou_3: 0.3782 loss_ce_4: 0.3016 loss_bbox_4: 0.1902 loss_giou_4: 0.3696 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:38] d2.utils.events INFO: eta: 18:33:23 iter: 212419 total_loss: 5.569 loss_ce: 0.2869 loss_bbox: 0.1866 loss_giou: 0.3269 loss_ce_0: 0.4905 loss_bbox_0: 0.3098 loss_giou_0: 0.5007 loss_ce_1: 0.3737 loss_bbox_1: 0.2186 loss_giou_1: 0.3685 loss_ce_2: 0.3202 loss_bbox_2: 0.1973 loss_giou_2: 0.3485 loss_ce_3: 0.2909 loss_bbox_3: 0.1944 loss_giou_3: 0.3377 loss_ce_4: 0.2842 loss_bbox_4: 0.187 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:44] d2.utils.events INFO: eta: 18:33:01 iter: 212439 total_loss: 5.51 loss_ce: 0.2851 loss_bbox: 0.1905 loss_giou: 0.3327 loss_ce_0: 0.5063 loss_bbox_0: 0.3121 loss_giou_0: 0.5247 loss_ce_1: 0.3966 loss_bbox_1: 0.2256 loss_giou_1: 0.3882 loss_ce_2: 0.3232 loss_bbox_2: 0.1987 loss_giou_2: 0.3451 loss_ce_3: 0.3024 loss_bbox_3: 0.1943 loss_giou_3: 0.3426 loss_ce_4: 0.2933 loss_bbox_4: 0.1955 loss_giou_4: 0.3359 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:49] d2.utils.events INFO: eta: 18:33:37 iter: 212459 total_loss: 5.877 loss_ce: 0.2994 loss_bbox: 0.1755 loss_giou: 0.3364 loss_ce_0: 0.5126 loss_bbox_0: 0.2944 loss_giou_0: 0.5076 loss_ce_1: 0.3967 loss_bbox_1: 0.2112 loss_giou_1: 0.3877 loss_ce_2: 0.3367 loss_bbox_2: 0.1964 loss_giou_2: 0.354 loss_ce_3: 0.3117 loss_bbox_3: 0.1816 loss_giou_3: 0.3556 loss_ce_4: 0.2967 loss_bbox_4: 0.1808 loss_giou_4: 0.3377 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 06:31:55] d2.utils.events INFO: eta: 18:33:31 iter: 212479 total_loss: 5.625 loss_ce: 0.2952 loss_bbox: 0.1787 loss_giou: 0.3455 loss_ce_0: 0.4894 loss_bbox_0: 0.3044 loss_giou_0: 0.533 loss_ce_1: 0.4006 loss_bbox_1: 0.2078 loss_giou_1: 0.3975 loss_ce_2: 0.3389 loss_bbox_2: 0.1929 loss_giou_2: 0.3643 loss_ce_3: 0.3127 loss_bbox_3: 0.1849 loss_giou_3: 0.3523 loss_ce_4: 0.2921 loss_bbox_4: 0.1805 loss_giou_4: 0.3471 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 06:32:01] d2.utils.events INFO: eta: 18:33:28 iter: 212499 total_loss: 5.109 loss_ce: 0.2638 loss_bbox: 0.165 loss_giou: 0.3096 loss_ce_0: 0.4684 loss_bbox_0: 0.2856 loss_giou_0: 0.4778 loss_ce_1: 0.3779 loss_bbox_1: 0.1929 loss_giou_1: 0.3569 loss_ce_2: 0.3063 loss_bbox_2: 0.1774 loss_giou_2: 0.326 loss_ce_3: 0.2734 loss_bbox_3: 0.1699 loss_giou_3: 0.3202 loss_ce_4: 0.2704 loss_bbox_4: 0.1672 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 06:32:07] d2.utils.events INFO: eta: 18:33:30 iter: 212519 total_loss: 5.601 loss_ce: 0.2903 loss_bbox: 0.1862 loss_giou: 0.3066 loss_ce_0: 0.4967 loss_bbox_0: 0.3081 loss_giou_0: 0.4816 loss_ce_1: 0.3995 loss_bbox_1: 0.2201 loss_giou_1: 0.3644 loss_ce_2: 0.3318 loss_bbox_2: 0.2013 loss_giou_2: 0.3323 loss_ce_3: 0.3014 loss_bbox_3: 0.1963 loss_giou_3: 0.3152 loss_ce_4: 0.2895 loss_bbox_4: 0.19 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 06:32:12] d2.utils.events INFO: eta: 18:33:48 iter: 212539 total_loss: 5.497 loss_ce: 0.2629 loss_bbox: 0.1745 loss_giou: 0.3168 loss_ce_0: 0.4909 loss_bbox_0: 0.3157 loss_giou_0: 0.5092 loss_ce_1: 0.3749 loss_bbox_1: 0.2057 loss_giou_1: 0.3607 loss_ce_2: 0.3072 loss_bbox_2: 0.1819 loss_giou_2: 0.3319 loss_ce_3: 0.2789 loss_bbox_3: 0.1794 loss_giou_3: 0.3173 loss_ce_4: 0.2669 loss_bbox_4: 0.1731 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 06:32:18] d2.utils.events INFO: eta: 18:33:48 iter: 212559 total_loss: 5.595 loss_ce: 0.284 loss_bbox: 0.1867 loss_giou: 0.3335 loss_ce_0: 0.4964 loss_bbox_0: 0.3265 loss_giou_0: 0.5124 loss_ce_1: 0.3876 loss_bbox_1: 0.2187 loss_giou_1: 0.3875 loss_ce_2: 0.3257 loss_bbox_2: 0.1988 loss_giou_2: 0.3452 loss_ce_3: 0.2974 loss_bbox_3: 0.1951 loss_giou_3: 0.3386 loss_ce_4: 0.2879 loss_bbox_4: 0.1895 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 06:32:21] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 06:32:22] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 06:32:22] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 06:32:22] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 06:32:23] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 06:32:24] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 06:32:31] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0487 s/iter. Eval: 0.0028 s/iter. Total: 0.0524 s/iter. ETA=0:00:32 [11/03 06:32:36] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0027 s/iter. Inference: 0.0484 s/iter. Eval: 0.0006 s/iter. Total: 0.0517 s/iter. ETA=0:00:26 [11/03 06:32:41] d2.evaluation.evaluator INFO: Inference done 203/625. Dataloading: 0.0027 s/iter. Inference: 0.0489 s/iter. Eval: 0.0005 s/iter. Total: 0.0522 s/iter. ETA=0:00:22 [11/03 06:32:46] d2.evaluation.evaluator INFO: Inference done 300/625. Dataloading: 0.0027 s/iter. Inference: 0.0487 s/iter. Eval: 0.0005 s/iter. Total: 0.0520 s/iter. ETA=0:00:16 [11/03 06:32:52] d2.evaluation.evaluator INFO: Inference done 382/625. Dataloading: 0.0027 s/iter. Inference: 0.0509 s/iter. Eval: 0.0005 s/iter. Total: 0.0541 s/iter. ETA=0:00:13 [11/03 06:32:57] d2.evaluation.evaluator INFO: Inference done 478/625. Dataloading: 0.0027 s/iter. Inference: 0.0505 s/iter. Eval: 0.0004 s/iter. Total: 0.0537 s/iter. ETA=0:00:07 [11/03 06:33:02] d2.evaluation.evaluator INFO: Inference done 579/625. Dataloading: 0.0026 s/iter. Inference: 0.0499 s/iter. Eval: 0.0004 s/iter. Total: 0.0530 s/iter. ETA=0:00:02 [11/03 06:33:03] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.342399 (0.052165 s / iter per device, on 8 devices) [11/03 06:33:03] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048598 s / iter per device, on 8 devices) [11/03 06:33:10] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 06:33:10] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 06:33:12] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 06:33:15] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 06:33:27] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 11.52 seconds. [11/03 06:33:27] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 06:33:28] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.33 seconds. [11/03 06:33:28] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.720 | 60.310 | 44.599 | 23.917 | 44.663 | 58.294 | [11/03 06:33:28] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.145 | bicycle | 27.832 | car | 43.034 | | motorcycle | 40.694 | airplane | 66.824 | bus | 65.867 | | train | 63.047 | truck | 39.485 | boat | 25.851 | | traffic light | 27.166 | fire hydrant | 65.358 | stop sign | 65.350 | | parking meter | 42.661 | bench | 24.770 | bird | 36.342 | | cat | 68.738 | dog | 66.065 | horse | 60.956 | | sheep | 47.471 | cow | 56.818 | elephant | 63.170 | | bear | 75.798 | zebra | 67.152 | giraffe | 65.015 | | backpack | 14.780 | umbrella | 37.443 | handbag | 13.718 | | tie | 33.157 | suitcase | 37.478 | frisbee | 67.990 | | skis | 25.183 | snowboard | 42.357 | sports ball | 47.383 | | kite | 44.510 | baseball bat | 29.249 | baseball glove | 37.566 | | skateboard | 53.366 | surfboard | 38.733 | tennis racket | 46.163 | | bottle | 38.640 | wine glass | 33.183 | cup | 40.368 | | fork | 31.922 | knife | 16.424 | spoon | 18.680 | | bowl | 43.911 | banana | 22.612 | apple | 18.206 | | sandwich | 37.947 | orange | 30.930 | broccoli | 22.794 | | carrot | 18.016 | hot dog | 35.175 | pizza | 53.785 | | donut | 45.857 | cake | 36.030 | chair | 24.340 | | couch | 46.542 | potted plant | 27.506 | bed | 45.943 | | dining table | 29.582 | toilet | 60.492 | tv | 57.117 | | laptop | 60.004 | mouse | 59.471 | remote | 31.696 | | keyboard | 52.794 | cell phone | 38.453 | microwave | 59.537 | | oven | 35.651 | toaster | 19.861 | sink | 36.312 | | refrigerator | 61.133 | book | 11.902 | clock | 51.703 | | vase | 37.969 | scissors | 39.101 | teddy bear | 45.424 | | hair drier | 12.183 | toothbrush | 20.698 | | | [11/03 06:33:29] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 06:33:29] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 06:33:29] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 06:33:29] d2.evaluation.testing INFO: copypaste: 41.7197,60.3103,44.5990,23.9169,44.6628,58.2942 [11/03 06:33:32] d2.utils.events INFO: eta: 18:34:21 iter: 212579 total_loss: 5.691 loss_ce: 0.2939 loss_bbox: 0.1745 loss_giou: 0.3353 loss_ce_0: 0.5035 loss_bbox_0: 0.3115 loss_giou_0: 0.5205 loss_ce_1: 0.4092 loss_bbox_1: 0.2124 loss_giou_1: 0.3807 loss_ce_2: 0.3455 loss_bbox_2: 0.1905 loss_giou_2: 0.3483 loss_ce_3: 0.3174 loss_bbox_3: 0.1806 loss_giou_3: 0.3425 loss_ce_4: 0.3031 loss_bbox_4: 0.1773 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 06:33:38] d2.utils.events INFO: eta: 18:34:12 iter: 212599 total_loss: 5.641 loss_ce: 0.2725 loss_bbox: 0.1769 loss_giou: 0.3383 loss_ce_0: 0.505 loss_bbox_0: 0.2993 loss_giou_0: 0.5032 loss_ce_1: 0.3774 loss_bbox_1: 0.2068 loss_giou_1: 0.3905 loss_ce_2: 0.3068 loss_bbox_2: 0.1913 loss_giou_2: 0.3497 loss_ce_3: 0.2787 loss_bbox_3: 0.1796 loss_giou_3: 0.3453 loss_ce_4: 0.2696 loss_bbox_4: 0.1779 loss_giou_4: 0.3455 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 06:33:44] d2.utils.events INFO: eta: 18:33:51 iter: 212619 total_loss: 5.641 loss_ce: 0.2795 loss_bbox: 0.1762 loss_giou: 0.3413 loss_ce_0: 0.5002 loss_bbox_0: 0.3105 loss_giou_0: 0.5337 loss_ce_1: 0.3843 loss_bbox_1: 0.2114 loss_giou_1: 0.3935 loss_ce_2: 0.3212 loss_bbox_2: 0.1854 loss_giou_2: 0.3598 loss_ce_3: 0.2903 loss_bbox_3: 0.1814 loss_giou_3: 0.3441 loss_ce_4: 0.2751 loss_bbox_4: 0.1782 loss_giou_4: 0.3443 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:33:49] d2.utils.events INFO: eta: 18:33:21 iter: 212639 total_loss: 5.533 loss_ce: 0.2744 loss_bbox: 0.1809 loss_giou: 0.3292 loss_ce_0: 0.4963 loss_bbox_0: 0.3201 loss_giou_0: 0.501 loss_ce_1: 0.401 loss_bbox_1: 0.2136 loss_giou_1: 0.3625 loss_ce_2: 0.3295 loss_bbox_2: 0.1891 loss_giou_2: 0.3479 loss_ce_3: 0.2867 loss_bbox_3: 0.1918 loss_giou_3: 0.3377 loss_ce_4: 0.275 loss_bbox_4: 0.1831 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 06:33:55] d2.utils.events INFO: eta: 18:33:23 iter: 212659 total_loss: 5.517 loss_ce: 0.2864 loss_bbox: 0.1972 loss_giou: 0.3273 loss_ce_0: 0.496 loss_bbox_0: 0.3162 loss_giou_0: 0.4954 loss_ce_1: 0.41 loss_bbox_1: 0.2263 loss_giou_1: 0.3687 loss_ce_2: 0.3351 loss_bbox_2: 0.2083 loss_giou_2: 0.3446 loss_ce_3: 0.3084 loss_bbox_3: 0.2005 loss_giou_3: 0.3388 loss_ce_4: 0.2893 loss_bbox_4: 0.1956 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:01] d2.utils.events INFO: eta: 18:33:17 iter: 212679 total_loss: 5.656 loss_ce: 0.2886 loss_bbox: 0.1871 loss_giou: 0.3274 loss_ce_0: 0.4934 loss_bbox_0: 0.3059 loss_giou_0: 0.5211 loss_ce_1: 0.3987 loss_bbox_1: 0.209 loss_giou_1: 0.3657 loss_ce_2: 0.3301 loss_bbox_2: 0.188 loss_giou_2: 0.3364 loss_ce_3: 0.3027 loss_bbox_3: 0.185 loss_giou_3: 0.329 loss_ce_4: 0.2928 loss_bbox_4: 0.187 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:06] d2.utils.events INFO: eta: 18:33:08 iter: 212699 total_loss: 5.316 loss_ce: 0.2636 loss_bbox: 0.1724 loss_giou: 0.3034 loss_ce_0: 0.4837 loss_bbox_0: 0.3081 loss_giou_0: 0.4986 loss_ce_1: 0.3813 loss_bbox_1: 0.2069 loss_giou_1: 0.3586 loss_ce_2: 0.3174 loss_bbox_2: 0.1814 loss_giou_2: 0.323 loss_ce_3: 0.2832 loss_bbox_3: 0.176 loss_giou_3: 0.3142 loss_ce_4: 0.2715 loss_bbox_4: 0.1711 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:12] d2.utils.events INFO: eta: 18:33:04 iter: 212719 total_loss: 5.687 loss_ce: 0.275 loss_bbox: 0.1832 loss_giou: 0.3502 loss_ce_0: 0.4856 loss_bbox_0: 0.3091 loss_giou_0: 0.5175 loss_ce_1: 0.384 loss_bbox_1: 0.2183 loss_giou_1: 0.3912 loss_ce_2: 0.3109 loss_bbox_2: 0.1984 loss_giou_2: 0.3669 loss_ce_3: 0.2887 loss_bbox_3: 0.1912 loss_giou_3: 0.3586 loss_ce_4: 0.2791 loss_bbox_4: 0.1847 loss_giou_4: 0.3509 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:18] d2.utils.events INFO: eta: 18:33:03 iter: 212739 total_loss: 5.918 loss_ce: 0.2851 loss_bbox: 0.1853 loss_giou: 0.3584 loss_ce_0: 0.4876 loss_bbox_0: 0.3249 loss_giou_0: 0.5346 loss_ce_1: 0.3888 loss_bbox_1: 0.2181 loss_giou_1: 0.4006 loss_ce_2: 0.3326 loss_bbox_2: 0.2009 loss_giou_2: 0.3736 loss_ce_3: 0.3036 loss_bbox_3: 0.1938 loss_giou_3: 0.3675 loss_ce_4: 0.2926 loss_bbox_4: 0.1863 loss_giou_4: 0.3615 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:23] d2.utils.events INFO: eta: 18:32:37 iter: 212759 total_loss: 5.387 loss_ce: 0.2659 loss_bbox: 0.1887 loss_giou: 0.3237 loss_ce_0: 0.4671 loss_bbox_0: 0.3119 loss_giou_0: 0.5004 loss_ce_1: 0.3715 loss_bbox_1: 0.2168 loss_giou_1: 0.3542 loss_ce_2: 0.3049 loss_bbox_2: 0.1993 loss_giou_2: 0.3362 loss_ce_3: 0.2659 loss_bbox_3: 0.191 loss_giou_3: 0.3237 loss_ce_4: 0.2595 loss_bbox_4: 0.1847 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:29] d2.utils.events INFO: eta: 18:32:49 iter: 212779 total_loss: 5.427 loss_ce: 0.2746 loss_bbox: 0.1936 loss_giou: 0.3333 loss_ce_0: 0.4913 loss_bbox_0: 0.3186 loss_giou_0: 0.5005 loss_ce_1: 0.3789 loss_bbox_1: 0.2327 loss_giou_1: 0.3764 loss_ce_2: 0.3196 loss_bbox_2: 0.2124 loss_giou_2: 0.3448 loss_ce_3: 0.2856 loss_bbox_3: 0.2024 loss_giou_3: 0.3367 loss_ce_4: 0.2677 loss_bbox_4: 0.1954 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:35] d2.utils.events INFO: eta: 18:32:59 iter: 212799 total_loss: 5.421 loss_ce: 0.2805 loss_bbox: 0.1728 loss_giou: 0.3294 loss_ce_0: 0.4806 loss_bbox_0: 0.3199 loss_giou_0: 0.5226 loss_ce_1: 0.3726 loss_bbox_1: 0.2099 loss_giou_1: 0.3788 loss_ce_2: 0.3092 loss_bbox_2: 0.1897 loss_giou_2: 0.3518 loss_ce_3: 0.2848 loss_bbox_3: 0.1789 loss_giou_3: 0.344 loss_ce_4: 0.2776 loss_bbox_4: 0.1755 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:40] d2.utils.events INFO: eta: 18:32:53 iter: 212819 total_loss: 5.591 loss_ce: 0.2724 loss_bbox: 0.1807 loss_giou: 0.3252 loss_ce_0: 0.4784 loss_bbox_0: 0.3113 loss_giou_0: 0.5204 loss_ce_1: 0.3751 loss_bbox_1: 0.22 loss_giou_1: 0.3793 loss_ce_2: 0.3193 loss_bbox_2: 0.193 loss_giou_2: 0.3422 loss_ce_3: 0.2875 loss_bbox_3: 0.1838 loss_giou_3: 0.3259 loss_ce_4: 0.2768 loss_bbox_4: 0.1795 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:46] d2.utils.events INFO: eta: 18:32:58 iter: 212839 total_loss: 5.552 loss_ce: 0.2796 loss_bbox: 0.1818 loss_giou: 0.321 loss_ce_0: 0.4892 loss_bbox_0: 0.3082 loss_giou_0: 0.5256 loss_ce_1: 0.3745 loss_bbox_1: 0.2139 loss_giou_1: 0.3699 loss_ce_2: 0.3211 loss_bbox_2: 0.194 loss_giou_2: 0.3363 loss_ce_3: 0.2844 loss_bbox_3: 0.19 loss_giou_3: 0.3226 loss_ce_4: 0.2784 loss_bbox_4: 0.1833 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:52] d2.utils.events INFO: eta: 18:32:58 iter: 212859 total_loss: 5.776 loss_ce: 0.3191 loss_bbox: 0.1834 loss_giou: 0.341 loss_ce_0: 0.5211 loss_bbox_0: 0.321 loss_giou_0: 0.5313 loss_ce_1: 0.4287 loss_bbox_1: 0.2227 loss_giou_1: 0.3986 loss_ce_2: 0.366 loss_bbox_2: 0.2038 loss_giou_2: 0.3644 loss_ce_3: 0.3327 loss_bbox_3: 0.1914 loss_giou_3: 0.3556 loss_ce_4: 0.3209 loss_bbox_4: 0.1844 loss_giou_4: 0.3468 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:34:58] d2.utils.events INFO: eta: 18:32:47 iter: 212879 total_loss: 5.551 loss_ce: 0.2845 loss_bbox: 0.1837 loss_giou: 0.3374 loss_ce_0: 0.4941 loss_bbox_0: 0.3051 loss_giou_0: 0.5422 loss_ce_1: 0.3855 loss_bbox_1: 0.2163 loss_giou_1: 0.3824 loss_ce_2: 0.3276 loss_bbox_2: 0.1974 loss_giou_2: 0.3549 loss_ce_3: 0.2901 loss_bbox_3: 0.1936 loss_giou_3: 0.3451 loss_ce_4: 0.2742 loss_bbox_4: 0.1874 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:03] d2.utils.events INFO: eta: 18:32:15 iter: 212899 total_loss: 5.646 loss_ce: 0.2826 loss_bbox: 0.1862 loss_giou: 0.3285 loss_ce_0: 0.4736 loss_bbox_0: 0.316 loss_giou_0: 0.4978 loss_ce_1: 0.3796 loss_bbox_1: 0.2224 loss_giou_1: 0.3678 loss_ce_2: 0.3194 loss_bbox_2: 0.1967 loss_giou_2: 0.3469 loss_ce_3: 0.2915 loss_bbox_3: 0.1908 loss_giou_3: 0.3394 loss_ce_4: 0.2849 loss_bbox_4: 0.1867 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:09] d2.utils.events INFO: eta: 18:32:25 iter: 212919 total_loss: 5.563 loss_ce: 0.283 loss_bbox: 0.1826 loss_giou: 0.3014 loss_ce_0: 0.4961 loss_bbox_0: 0.3108 loss_giou_0: 0.4819 loss_ce_1: 0.3867 loss_bbox_1: 0.2161 loss_giou_1: 0.3605 loss_ce_2: 0.3241 loss_bbox_2: 0.1912 loss_giou_2: 0.3338 loss_ce_3: 0.2995 loss_bbox_3: 0.1923 loss_giou_3: 0.3232 loss_ce_4: 0.2795 loss_bbox_4: 0.1894 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:15] d2.utils.events INFO: eta: 18:32:02 iter: 212939 total_loss: 5.403 loss_ce: 0.2678 loss_bbox: 0.1755 loss_giou: 0.3271 loss_ce_0: 0.4738 loss_bbox_0: 0.3019 loss_giou_0: 0.5284 loss_ce_1: 0.364 loss_bbox_1: 0.2066 loss_giou_1: 0.3769 loss_ce_2: 0.3064 loss_bbox_2: 0.1886 loss_giou_2: 0.348 loss_ce_3: 0.2787 loss_bbox_3: 0.1848 loss_giou_3: 0.3391 loss_ce_4: 0.2713 loss_bbox_4: 0.1788 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:20] d2.utils.events INFO: eta: 18:31:37 iter: 212959 total_loss: 5.633 loss_ce: 0.2863 loss_bbox: 0.1835 loss_giou: 0.3387 loss_ce_0: 0.5015 loss_bbox_0: 0.3091 loss_giou_0: 0.5337 loss_ce_1: 0.3842 loss_bbox_1: 0.2117 loss_giou_1: 0.3844 loss_ce_2: 0.3188 loss_bbox_2: 0.1904 loss_giou_2: 0.3488 loss_ce_3: 0.2928 loss_bbox_3: 0.187 loss_giou_3: 0.3435 loss_ce_4: 0.2803 loss_bbox_4: 0.1851 loss_giou_4: 0.3424 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:26] d2.utils.events INFO: eta: 18:31:49 iter: 212979 total_loss: 5.974 loss_ce: 0.2974 loss_bbox: 0.1941 loss_giou: 0.3606 loss_ce_0: 0.5168 loss_bbox_0: 0.305 loss_giou_0: 0.5379 loss_ce_1: 0.4087 loss_bbox_1: 0.213 loss_giou_1: 0.4061 loss_ce_2: 0.3396 loss_bbox_2: 0.21 loss_giou_2: 0.3675 loss_ce_3: 0.3168 loss_bbox_3: 0.2014 loss_giou_3: 0.3606 loss_ce_4: 0.2954 loss_bbox_4: 0.1925 loss_giou_4: 0.3628 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:32] d2.utils.events INFO: eta: 18:31:26 iter: 212999 total_loss: 5.636 loss_ce: 0.2852 loss_bbox: 0.168 loss_giou: 0.3283 loss_ce_0: 0.5088 loss_bbox_0: 0.3075 loss_giou_0: 0.517 loss_ce_1: 0.3907 loss_bbox_1: 0.2123 loss_giou_1: 0.3681 loss_ce_2: 0.3134 loss_bbox_2: 0.1878 loss_giou_2: 0.3506 loss_ce_3: 0.2967 loss_bbox_3: 0.1783 loss_giou_3: 0.3433 loss_ce_4: 0.2889 loss_bbox_4: 0.1737 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:37] d2.utils.events INFO: eta: 18:31:16 iter: 213019 total_loss: 5.415 loss_ce: 0.2705 loss_bbox: 0.1853 loss_giou: 0.3352 loss_ce_0: 0.4911 loss_bbox_0: 0.2981 loss_giou_0: 0.475 loss_ce_1: 0.3771 loss_bbox_1: 0.2121 loss_giou_1: 0.3597 loss_ce_2: 0.314 loss_bbox_2: 0.1965 loss_giou_2: 0.3404 loss_ce_3: 0.2777 loss_bbox_3: 0.1899 loss_giou_3: 0.3356 loss_ce_4: 0.268 loss_bbox_4: 0.1845 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:43] d2.utils.events INFO: eta: 18:31:10 iter: 213039 total_loss: 5.899 loss_ce: 0.3137 loss_bbox: 0.1852 loss_giou: 0.3572 loss_ce_0: 0.5184 loss_bbox_0: 0.3096 loss_giou_0: 0.5534 loss_ce_1: 0.4162 loss_bbox_1: 0.2223 loss_giou_1: 0.3967 loss_ce_2: 0.353 loss_bbox_2: 0.2049 loss_giou_2: 0.3819 loss_ce_3: 0.3298 loss_bbox_3: 0.1993 loss_giou_3: 0.3643 loss_ce_4: 0.3192 loss_bbox_4: 0.1886 loss_giou_4: 0.357 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:49] d2.utils.events INFO: eta: 18:30:55 iter: 213059 total_loss: 5.469 loss_ce: 0.2763 loss_bbox: 0.1794 loss_giou: 0.3289 loss_ce_0: 0.4828 loss_bbox_0: 0.3128 loss_giou_0: 0.4975 loss_ce_1: 0.3875 loss_bbox_1: 0.207 loss_giou_1: 0.3681 loss_ce_2: 0.3127 loss_bbox_2: 0.1934 loss_giou_2: 0.3519 loss_ce_3: 0.2812 loss_bbox_3: 0.1852 loss_giou_3: 0.3344 loss_ce_4: 0.2772 loss_bbox_4: 0.1833 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 06:35:54] d2.utils.events INFO: eta: 18:31:01 iter: 213079 total_loss: 5.473 loss_ce: 0.2685 loss_bbox: 0.1719 loss_giou: 0.3112 loss_ce_0: 0.4824 loss_bbox_0: 0.294 loss_giou_0: 0.5009 loss_ce_1: 0.3678 loss_bbox_1: 0.22 loss_giou_1: 0.3582 loss_ce_2: 0.3114 loss_bbox_2: 0.1884 loss_giou_2: 0.3301 loss_ce_3: 0.2815 loss_bbox_3: 0.1782 loss_giou_3: 0.3215 loss_ce_4: 0.271 loss_bbox_4: 0.1742 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:00] d2.utils.events INFO: eta: 18:30:37 iter: 213099 total_loss: 5.771 loss_ce: 0.2978 loss_bbox: 0.1891 loss_giou: 0.3526 loss_ce_0: 0.514 loss_bbox_0: 0.3181 loss_giou_0: 0.5201 loss_ce_1: 0.4 loss_bbox_1: 0.2304 loss_giou_1: 0.39 loss_ce_2: 0.3386 loss_bbox_2: 0.2014 loss_giou_2: 0.3672 loss_ce_3: 0.2992 loss_bbox_3: 0.2034 loss_giou_3: 0.3582 loss_ce_4: 0.2938 loss_bbox_4: 0.1921 loss_giou_4: 0.3526 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:06] d2.utils.events INFO: eta: 18:30:19 iter: 213119 total_loss: 5.686 loss_ce: 0.2855 loss_bbox: 0.1816 loss_giou: 0.3342 loss_ce_0: 0.4969 loss_bbox_0: 0.3061 loss_giou_0: 0.4908 loss_ce_1: 0.3883 loss_bbox_1: 0.2151 loss_giou_1: 0.3756 loss_ce_2: 0.3362 loss_bbox_2: 0.2004 loss_giou_2: 0.3556 loss_ce_3: 0.2975 loss_bbox_3: 0.1879 loss_giou_3: 0.3426 loss_ce_4: 0.2875 loss_bbox_4: 0.1831 loss_giou_4: 0.3356 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:11] d2.utils.events INFO: eta: 18:30:06 iter: 213139 total_loss: 5.558 loss_ce: 0.2962 loss_bbox: 0.1701 loss_giou: 0.318 loss_ce_0: 0.4777 loss_bbox_0: 0.2911 loss_giou_0: 0.5085 loss_ce_1: 0.3811 loss_bbox_1: 0.2067 loss_giou_1: 0.3737 loss_ce_2: 0.3162 loss_bbox_2: 0.1855 loss_giou_2: 0.3471 loss_ce_3: 0.3068 loss_bbox_3: 0.1756 loss_giou_3: 0.336 loss_ce_4: 0.303 loss_bbox_4: 0.172 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:17] d2.utils.events INFO: eta: 18:30:08 iter: 213159 total_loss: 5.58 loss_ce: 0.2838 loss_bbox: 0.171 loss_giou: 0.3524 loss_ce_0: 0.4954 loss_bbox_0: 0.3013 loss_giou_0: 0.555 loss_ce_1: 0.3836 loss_bbox_1: 0.2099 loss_giou_1: 0.407 loss_ce_2: 0.3231 loss_bbox_2: 0.187 loss_giou_2: 0.3676 loss_ce_3: 0.2989 loss_bbox_3: 0.1784 loss_giou_3: 0.3558 loss_ce_4: 0.2833 loss_bbox_4: 0.1726 loss_giou_4: 0.3538 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:23] d2.utils.events INFO: eta: 18:30:19 iter: 213179 total_loss: 5.687 loss_ce: 0.279 loss_bbox: 0.1835 loss_giou: 0.317 loss_ce_0: 0.4854 loss_bbox_0: 0.3038 loss_giou_0: 0.4906 loss_ce_1: 0.3907 loss_bbox_1: 0.2086 loss_giou_1: 0.3615 loss_ce_2: 0.3198 loss_bbox_2: 0.1911 loss_giou_2: 0.3321 loss_ce_3: 0.288 loss_bbox_3: 0.1849 loss_giou_3: 0.326 loss_ce_4: 0.2812 loss_bbox_4: 0.1844 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:28] d2.utils.events INFO: eta: 18:30:23 iter: 213199 total_loss: 5.443 loss_ce: 0.2722 loss_bbox: 0.1833 loss_giou: 0.331 loss_ce_0: 0.4789 loss_bbox_0: 0.2993 loss_giou_0: 0.5195 loss_ce_1: 0.3717 loss_bbox_1: 0.2251 loss_giou_1: 0.3891 loss_ce_2: 0.3072 loss_bbox_2: 0.202 loss_giou_2: 0.3509 loss_ce_3: 0.2911 loss_bbox_3: 0.1885 loss_giou_3: 0.3339 loss_ce_4: 0.2723 loss_bbox_4: 0.1819 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:34] d2.utils.events INFO: eta: 18:30:14 iter: 213219 total_loss: 5.746 loss_ce: 0.2904 loss_bbox: 0.1893 loss_giou: 0.3387 loss_ce_0: 0.4903 loss_bbox_0: 0.3152 loss_giou_0: 0.4872 loss_ce_1: 0.3878 loss_bbox_1: 0.2236 loss_giou_1: 0.378 loss_ce_2: 0.3212 loss_bbox_2: 0.2046 loss_giou_2: 0.3609 loss_ce_3: 0.295 loss_bbox_3: 0.1952 loss_giou_3: 0.3493 loss_ce_4: 0.2827 loss_bbox_4: 0.1932 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:40] d2.utils.events INFO: eta: 18:29:58 iter: 213239 total_loss: 5.959 loss_ce: 0.3107 loss_bbox: 0.1891 loss_giou: 0.3657 loss_ce_0: 0.5202 loss_bbox_0: 0.3178 loss_giou_0: 0.5585 loss_ce_1: 0.4093 loss_bbox_1: 0.2183 loss_giou_1: 0.4111 loss_ce_2: 0.3544 loss_bbox_2: 0.1962 loss_giou_2: 0.3701 loss_ce_3: 0.3203 loss_bbox_3: 0.1927 loss_giou_3: 0.3698 loss_ce_4: 0.3112 loss_bbox_4: 0.1938 loss_giou_4: 0.372 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:45] d2.utils.events INFO: eta: 18:29:52 iter: 213259 total_loss: 5.589 loss_ce: 0.2873 loss_bbox: 0.1894 loss_giou: 0.3372 loss_ce_0: 0.5027 loss_bbox_0: 0.3215 loss_giou_0: 0.5088 loss_ce_1: 0.3997 loss_bbox_1: 0.2312 loss_giou_1: 0.3726 loss_ce_2: 0.3336 loss_bbox_2: 0.2005 loss_giou_2: 0.3593 loss_ce_3: 0.2984 loss_bbox_3: 0.1903 loss_giou_3: 0.3505 loss_ce_4: 0.298 loss_bbox_4: 0.1867 loss_giou_4: 0.344 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:51] d2.utils.events INFO: eta: 18:29:40 iter: 213279 total_loss: 5.586 loss_ce: 0.2936 loss_bbox: 0.1841 loss_giou: 0.3214 loss_ce_0: 0.4789 loss_bbox_0: 0.3048 loss_giou_0: 0.4905 loss_ce_1: 0.3817 loss_bbox_1: 0.2061 loss_giou_1: 0.3721 loss_ce_2: 0.3219 loss_bbox_2: 0.1921 loss_giou_2: 0.3421 loss_ce_3: 0.3059 loss_bbox_3: 0.1865 loss_giou_3: 0.337 loss_ce_4: 0.2943 loss_bbox_4: 0.1843 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:36:57] d2.utils.events INFO: eta: 18:29:22 iter: 213299 total_loss: 5.679 loss_ce: 0.2909 loss_bbox: 0.1791 loss_giou: 0.3471 loss_ce_0: 0.5007 loss_bbox_0: 0.2934 loss_giou_0: 0.513 loss_ce_1: 0.3976 loss_bbox_1: 0.2058 loss_giou_1: 0.4066 loss_ce_2: 0.3332 loss_bbox_2: 0.1808 loss_giou_2: 0.3659 loss_ce_3: 0.3047 loss_bbox_3: 0.1845 loss_giou_3: 0.3596 loss_ce_4: 0.2938 loss_bbox_4: 0.1797 loss_giou_4: 0.3511 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:02] d2.utils.events INFO: eta: 18:29:38 iter: 213319 total_loss: 5.684 loss_ce: 0.2804 loss_bbox: 0.1888 loss_giou: 0.3517 loss_ce_0: 0.4912 loss_bbox_0: 0.3072 loss_giou_0: 0.5573 loss_ce_1: 0.3931 loss_bbox_1: 0.2163 loss_giou_1: 0.4094 loss_ce_2: 0.3353 loss_bbox_2: 0.2019 loss_giou_2: 0.3704 loss_ce_3: 0.3103 loss_bbox_3: 0.1973 loss_giou_3: 0.3572 loss_ce_4: 0.2857 loss_bbox_4: 0.1902 loss_giou_4: 0.3538 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:08] d2.utils.events INFO: eta: 18:29:32 iter: 213339 total_loss: 6.012 loss_ce: 0.3137 loss_bbox: 0.1889 loss_giou: 0.3486 loss_ce_0: 0.5155 loss_bbox_0: 0.3337 loss_giou_0: 0.5271 loss_ce_1: 0.4089 loss_bbox_1: 0.214 loss_giou_1: 0.3957 loss_ce_2: 0.3542 loss_bbox_2: 0.1959 loss_giou_2: 0.3658 loss_ce_3: 0.3269 loss_bbox_3: 0.1881 loss_giou_3: 0.361 loss_ce_4: 0.3118 loss_bbox_4: 0.1891 loss_giou_4: 0.3494 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:14] d2.utils.events INFO: eta: 18:29:05 iter: 213359 total_loss: 5.566 loss_ce: 0.2849 loss_bbox: 0.1787 loss_giou: 0.3212 loss_ce_0: 0.4944 loss_bbox_0: 0.2931 loss_giou_0: 0.4919 loss_ce_1: 0.3943 loss_bbox_1: 0.2051 loss_giou_1: 0.3661 loss_ce_2: 0.334 loss_bbox_2: 0.1864 loss_giou_2: 0.337 loss_ce_3: 0.2991 loss_bbox_3: 0.185 loss_giou_3: 0.3406 loss_ce_4: 0.2857 loss_bbox_4: 0.1803 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:19] d2.utils.events INFO: eta: 18:29:16 iter: 213379 total_loss: 6.02 loss_ce: 0.2937 loss_bbox: 0.1876 loss_giou: 0.3555 loss_ce_0: 0.4991 loss_bbox_0: 0.3125 loss_giou_0: 0.5751 loss_ce_1: 0.386 loss_bbox_1: 0.2129 loss_giou_1: 0.4214 loss_ce_2: 0.3401 loss_bbox_2: 0.2011 loss_giou_2: 0.378 loss_ce_3: 0.2961 loss_bbox_3: 0.1914 loss_giou_3: 0.3698 loss_ce_4: 0.2914 loss_bbox_4: 0.1909 loss_giou_4: 0.3611 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:25] d2.utils.events INFO: eta: 18:29:27 iter: 213399 total_loss: 5.744 loss_ce: 0.2865 loss_bbox: 0.1889 loss_giou: 0.32 loss_ce_0: 0.496 loss_bbox_0: 0.3156 loss_giou_0: 0.5038 loss_ce_1: 0.3989 loss_bbox_1: 0.2174 loss_giou_1: 0.3843 loss_ce_2: 0.3369 loss_bbox_2: 0.1971 loss_giou_2: 0.3545 loss_ce_3: 0.3087 loss_bbox_3: 0.1971 loss_giou_3: 0.3363 loss_ce_4: 0.2914 loss_bbox_4: 0.1926 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:31] d2.utils.events INFO: eta: 18:29:05 iter: 213419 total_loss: 5.564 loss_ce: 0.2937 loss_bbox: 0.1854 loss_giou: 0.3282 loss_ce_0: 0.5006 loss_bbox_0: 0.3149 loss_giou_0: 0.54 loss_ce_1: 0.3945 loss_bbox_1: 0.216 loss_giou_1: 0.3827 loss_ce_2: 0.3265 loss_bbox_2: 0.196 loss_giou_2: 0.3514 loss_ce_3: 0.3048 loss_bbox_3: 0.1873 loss_giou_3: 0.3354 loss_ce_4: 0.294 loss_bbox_4: 0.1871 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:37] d2.utils.events INFO: eta: 18:29:12 iter: 213439 total_loss: 5.774 loss_ce: 0.2807 loss_bbox: 0.1787 loss_giou: 0.3546 loss_ce_0: 0.4948 loss_bbox_0: 0.3063 loss_giou_0: 0.5456 loss_ce_1: 0.3876 loss_bbox_1: 0.2097 loss_giou_1: 0.4104 loss_ce_2: 0.3193 loss_bbox_2: 0.1886 loss_giou_2: 0.3788 loss_ce_3: 0.2888 loss_bbox_3: 0.1844 loss_giou_3: 0.366 loss_ce_4: 0.2865 loss_bbox_4: 0.1832 loss_giou_4: 0.3595 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:42] d2.utils.events INFO: eta: 18:29:17 iter: 213459 total_loss: 5.493 loss_ce: 0.2917 loss_bbox: 0.1759 loss_giou: 0.3268 loss_ce_0: 0.4829 loss_bbox_0: 0.3086 loss_giou_0: 0.5153 loss_ce_1: 0.3759 loss_bbox_1: 0.2006 loss_giou_1: 0.3747 loss_ce_2: 0.3201 loss_bbox_2: 0.185 loss_giou_2: 0.3426 loss_ce_3: 0.297 loss_bbox_3: 0.177 loss_giou_3: 0.3318 loss_ce_4: 0.2872 loss_bbox_4: 0.1764 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:48] d2.utils.events INFO: eta: 18:28:55 iter: 213479 total_loss: 5.819 loss_ce: 0.2954 loss_bbox: 0.1903 loss_giou: 0.3417 loss_ce_0: 0.4959 loss_bbox_0: 0.3185 loss_giou_0: 0.5174 loss_ce_1: 0.3923 loss_bbox_1: 0.2265 loss_giou_1: 0.3856 loss_ce_2: 0.3329 loss_bbox_2: 0.2037 loss_giou_2: 0.3578 loss_ce_3: 0.2988 loss_bbox_3: 0.1932 loss_giou_3: 0.35 loss_ce_4: 0.2901 loss_bbox_4: 0.1891 loss_giou_4: 0.3445 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:54] d2.utils.events INFO: eta: 18:28:35 iter: 213499 total_loss: 5.704 loss_ce: 0.2866 loss_bbox: 0.1797 loss_giou: 0.3241 loss_ce_0: 0.4967 loss_bbox_0: 0.3164 loss_giou_0: 0.5209 loss_ce_1: 0.3905 loss_bbox_1: 0.2227 loss_giou_1: 0.3855 loss_ce_2: 0.3256 loss_bbox_2: 0.1986 loss_giou_2: 0.3477 loss_ce_3: 0.2979 loss_bbox_3: 0.185 loss_giou_3: 0.3337 loss_ce_4: 0.2901 loss_bbox_4: 0.1857 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:37:59] d2.utils.events INFO: eta: 18:28:33 iter: 213519 total_loss: 5.914 loss_ce: 0.2749 loss_bbox: 0.1807 loss_giou: 0.3657 loss_ce_0: 0.4934 loss_bbox_0: 0.3036 loss_giou_0: 0.55 loss_ce_1: 0.3863 loss_bbox_1: 0.2209 loss_giou_1: 0.418 loss_ce_2: 0.3192 loss_bbox_2: 0.1973 loss_giou_2: 0.3899 loss_ce_3: 0.2836 loss_bbox_3: 0.1843 loss_giou_3: 0.3772 loss_ce_4: 0.279 loss_bbox_4: 0.1819 loss_giou_4: 0.3708 time: 0.2800 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:05] d2.utils.events INFO: eta: 18:28:16 iter: 213539 total_loss: 5.442 loss_ce: 0.2772 loss_bbox: 0.1774 loss_giou: 0.3199 loss_ce_0: 0.4972 loss_bbox_0: 0.3014 loss_giou_0: 0.4873 loss_ce_1: 0.3853 loss_bbox_1: 0.2099 loss_giou_1: 0.3652 loss_ce_2: 0.3182 loss_bbox_2: 0.1885 loss_giou_2: 0.3418 loss_ce_3: 0.291 loss_bbox_3: 0.1802 loss_giou_3: 0.3303 loss_ce_4: 0.2803 loss_bbox_4: 0.1798 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:11] d2.utils.events INFO: eta: 18:28:13 iter: 213559 total_loss: 6.021 loss_ce: 0.3076 loss_bbox: 0.1774 loss_giou: 0.3668 loss_ce_0: 0.501 loss_bbox_0: 0.3116 loss_giou_0: 0.5442 loss_ce_1: 0.4085 loss_bbox_1: 0.2082 loss_giou_1: 0.4034 loss_ce_2: 0.3469 loss_bbox_2: 0.1972 loss_giou_2: 0.3794 loss_ce_3: 0.3106 loss_bbox_3: 0.1871 loss_giou_3: 0.3679 loss_ce_4: 0.3039 loss_bbox_4: 0.18 loss_giou_4: 0.364 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:16] d2.utils.events INFO: eta: 18:27:58 iter: 213579 total_loss: 5.593 loss_ce: 0.2816 loss_bbox: 0.1932 loss_giou: 0.3312 loss_ce_0: 0.4992 loss_bbox_0: 0.3137 loss_giou_0: 0.483 loss_ce_1: 0.3887 loss_bbox_1: 0.2186 loss_giou_1: 0.3689 loss_ce_2: 0.3374 loss_bbox_2: 0.1923 loss_giou_2: 0.3458 loss_ce_3: 0.2997 loss_bbox_3: 0.1923 loss_giou_3: 0.3335 loss_ce_4: 0.2877 loss_bbox_4: 0.1937 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:22] d2.utils.events INFO: eta: 18:27:56 iter: 213599 total_loss: 5.425 loss_ce: 0.2659 loss_bbox: 0.1747 loss_giou: 0.3221 loss_ce_0: 0.4893 loss_bbox_0: 0.2902 loss_giou_0: 0.4883 loss_ce_1: 0.3747 loss_bbox_1: 0.1947 loss_giou_1: 0.3579 loss_ce_2: 0.3266 loss_bbox_2: 0.1828 loss_giou_2: 0.3288 loss_ce_3: 0.2835 loss_bbox_3: 0.1736 loss_giou_3: 0.3246 loss_ce_4: 0.2728 loss_bbox_4: 0.1728 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:28] d2.utils.events INFO: eta: 18:27:54 iter: 213619 total_loss: 5.693 loss_ce: 0.2902 loss_bbox: 0.176 loss_giou: 0.3449 loss_ce_0: 0.5107 loss_bbox_0: 0.3049 loss_giou_0: 0.527 loss_ce_1: 0.4086 loss_bbox_1: 0.2145 loss_giou_1: 0.3957 loss_ce_2: 0.3349 loss_bbox_2: 0.191 loss_giou_2: 0.3607 loss_ce_3: 0.3015 loss_bbox_3: 0.188 loss_giou_3: 0.3555 loss_ce_4: 0.3 loss_bbox_4: 0.1829 loss_giou_4: 0.3469 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:33] d2.utils.events INFO: eta: 18:27:51 iter: 213639 total_loss: 5.743 loss_ce: 0.3095 loss_bbox: 0.1807 loss_giou: 0.3384 loss_ce_0: 0.5059 loss_bbox_0: 0.3 loss_giou_0: 0.5222 loss_ce_1: 0.3878 loss_bbox_1: 0.2153 loss_giou_1: 0.3851 loss_ce_2: 0.3301 loss_bbox_2: 0.196 loss_giou_2: 0.3543 loss_ce_3: 0.3178 loss_bbox_3: 0.1807 loss_giou_3: 0.347 loss_ce_4: 0.3084 loss_bbox_4: 0.1837 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:39] d2.utils.events INFO: eta: 18:27:40 iter: 213659 total_loss: 5.789 loss_ce: 0.295 loss_bbox: 0.1876 loss_giou: 0.3464 loss_ce_0: 0.4915 loss_bbox_0: 0.3185 loss_giou_0: 0.532 loss_ce_1: 0.3968 loss_bbox_1: 0.2218 loss_giou_1: 0.3895 loss_ce_2: 0.3237 loss_bbox_2: 0.2028 loss_giou_2: 0.3649 loss_ce_3: 0.2965 loss_bbox_3: 0.1945 loss_giou_3: 0.3514 loss_ce_4: 0.2853 loss_bbox_4: 0.1919 loss_giou_4: 0.3496 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:45] d2.utils.events INFO: eta: 18:27:40 iter: 213679 total_loss: 5.462 loss_ce: 0.3036 loss_bbox: 0.1753 loss_giou: 0.3205 loss_ce_0: 0.5065 loss_bbox_0: 0.3057 loss_giou_0: 0.4951 loss_ce_1: 0.3983 loss_bbox_1: 0.2161 loss_giou_1: 0.3597 loss_ce_2: 0.3336 loss_bbox_2: 0.1915 loss_giou_2: 0.3375 loss_ce_3: 0.3138 loss_bbox_3: 0.1846 loss_giou_3: 0.3321 loss_ce_4: 0.2995 loss_bbox_4: 0.1789 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:50] d2.utils.events INFO: eta: 18:27:34 iter: 213699 total_loss: 5.542 loss_ce: 0.2783 loss_bbox: 0.1809 loss_giou: 0.3228 loss_ce_0: 0.4939 loss_bbox_0: 0.2933 loss_giou_0: 0.5197 loss_ce_1: 0.3974 loss_bbox_1: 0.2021 loss_giou_1: 0.378 loss_ce_2: 0.3321 loss_bbox_2: 0.1883 loss_giou_2: 0.3458 loss_ce_3: 0.304 loss_bbox_3: 0.1835 loss_giou_3: 0.3315 loss_ce_4: 0.2905 loss_bbox_4: 0.1807 loss_giou_4: 0.3306 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:38:56] d2.utils.events INFO: eta: 18:27:28 iter: 213719 total_loss: 6.073 loss_ce: 0.3034 loss_bbox: 0.1768 loss_giou: 0.3638 loss_ce_0: 0.5006 loss_bbox_0: 0.3102 loss_giou_0: 0.5369 loss_ce_1: 0.3945 loss_bbox_1: 0.2202 loss_giou_1: 0.4033 loss_ce_2: 0.3421 loss_bbox_2: 0.1967 loss_giou_2: 0.3784 loss_ce_3: 0.31 loss_bbox_3: 0.1886 loss_giou_3: 0.3666 loss_ce_4: 0.3013 loss_bbox_4: 0.1832 loss_giou_4: 0.364 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:02] d2.utils.events INFO: eta: 18:27:28 iter: 213739 total_loss: 5.811 loss_ce: 0.3002 loss_bbox: 0.1952 loss_giou: 0.3389 loss_ce_0: 0.5048 loss_bbox_0: 0.3104 loss_giou_0: 0.5015 loss_ce_1: 0.3987 loss_bbox_1: 0.2164 loss_giou_1: 0.3896 loss_ce_2: 0.3357 loss_bbox_2: 0.2048 loss_giou_2: 0.3549 loss_ce_3: 0.3028 loss_bbox_3: 0.1949 loss_giou_3: 0.3439 loss_ce_4: 0.3025 loss_bbox_4: 0.1947 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:08] d2.utils.events INFO: eta: 18:27:56 iter: 213759 total_loss: 5.781 loss_ce: 0.2935 loss_bbox: 0.1817 loss_giou: 0.3406 loss_ce_0: 0.5057 loss_bbox_0: 0.3205 loss_giou_0: 0.5092 loss_ce_1: 0.3922 loss_bbox_1: 0.2233 loss_giou_1: 0.3774 loss_ce_2: 0.3354 loss_bbox_2: 0.1973 loss_giou_2: 0.3592 loss_ce_3: 0.299 loss_bbox_3: 0.189 loss_giou_3: 0.3411 loss_ce_4: 0.2982 loss_bbox_4: 0.1827 loss_giou_4: 0.3397 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:13] d2.utils.events INFO: eta: 18:27:20 iter: 213779 total_loss: 5.622 loss_ce: 0.2691 loss_bbox: 0.1928 loss_giou: 0.3173 loss_ce_0: 0.4861 loss_bbox_0: 0.3186 loss_giou_0: 0.4889 loss_ce_1: 0.3889 loss_bbox_1: 0.2293 loss_giou_1: 0.3557 loss_ce_2: 0.3252 loss_bbox_2: 0.2049 loss_giou_2: 0.3271 loss_ce_3: 0.2913 loss_bbox_3: 0.1982 loss_giou_3: 0.3235 loss_ce_4: 0.275 loss_bbox_4: 0.1952 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:19] d2.utils.events INFO: eta: 18:27:11 iter: 213799 total_loss: 5.33 loss_ce: 0.2728 loss_bbox: 0.1762 loss_giou: 0.326 loss_ce_0: 0.4767 loss_bbox_0: 0.3058 loss_giou_0: 0.5354 loss_ce_1: 0.3709 loss_bbox_1: 0.2216 loss_giou_1: 0.373 loss_ce_2: 0.3023 loss_bbox_2: 0.1986 loss_giou_2: 0.343 loss_ce_3: 0.2757 loss_bbox_3: 0.1799 loss_giou_3: 0.3306 loss_ce_4: 0.2755 loss_bbox_4: 0.183 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:25] d2.utils.events INFO: eta: 18:27:00 iter: 213819 total_loss: 5.422 loss_ce: 0.2733 loss_bbox: 0.1794 loss_giou: 0.3045 loss_ce_0: 0.4715 loss_bbox_0: 0.305 loss_giou_0: 0.4794 loss_ce_1: 0.3618 loss_bbox_1: 0.2168 loss_giou_1: 0.3575 loss_ce_2: 0.3054 loss_bbox_2: 0.194 loss_giou_2: 0.3296 loss_ce_3: 0.2872 loss_bbox_3: 0.1912 loss_giou_3: 0.3144 loss_ce_4: 0.2733 loss_bbox_4: 0.1827 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:30] d2.utils.events INFO: eta: 18:26:49 iter: 213839 total_loss: 5.519 loss_ce: 0.2799 loss_bbox: 0.1851 loss_giou: 0.3345 loss_ce_0: 0.4989 loss_bbox_0: 0.2929 loss_giou_0: 0.5161 loss_ce_1: 0.3878 loss_bbox_1: 0.202 loss_giou_1: 0.3832 loss_ce_2: 0.3192 loss_bbox_2: 0.189 loss_giou_2: 0.3508 loss_ce_3: 0.2793 loss_bbox_3: 0.1835 loss_giou_3: 0.3398 loss_ce_4: 0.2739 loss_bbox_4: 0.1865 loss_giou_4: 0.3356 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:36] d2.utils.events INFO: eta: 18:26:43 iter: 213859 total_loss: 5.86 loss_ce: 0.3192 loss_bbox: 0.1902 loss_giou: 0.3366 loss_ce_0: 0.5233 loss_bbox_0: 0.3268 loss_giou_0: 0.5245 loss_ce_1: 0.4171 loss_bbox_1: 0.2205 loss_giou_1: 0.3888 loss_ce_2: 0.3579 loss_bbox_2: 0.2 loss_giou_2: 0.3613 loss_ce_3: 0.3238 loss_bbox_3: 0.1906 loss_giou_3: 0.3497 loss_ce_4: 0.3099 loss_bbox_4: 0.1905 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:41] d2.utils.events INFO: eta: 18:26:06 iter: 213879 total_loss: 5.619 loss_ce: 0.2821 loss_bbox: 0.1739 loss_giou: 0.3278 loss_ce_0: 0.4936 loss_bbox_0: 0.2945 loss_giou_0: 0.4951 loss_ce_1: 0.3843 loss_bbox_1: 0.2067 loss_giou_1: 0.3733 loss_ce_2: 0.3188 loss_bbox_2: 0.1908 loss_giou_2: 0.3429 loss_ce_3: 0.2866 loss_bbox_3: 0.179 loss_giou_3: 0.332 loss_ce_4: 0.2787 loss_bbox_4: 0.1757 loss_giou_4: 0.3283 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:47] d2.utils.events INFO: eta: 18:26:28 iter: 213899 total_loss: 5.656 loss_ce: 0.2741 loss_bbox: 0.1782 loss_giou: 0.345 loss_ce_0: 0.5003 loss_bbox_0: 0.3018 loss_giou_0: 0.5423 loss_ce_1: 0.3908 loss_bbox_1: 0.2116 loss_giou_1: 0.3911 loss_ce_2: 0.3215 loss_bbox_2: 0.191 loss_giou_2: 0.3609 loss_ce_3: 0.2884 loss_bbox_3: 0.1849 loss_giou_3: 0.3582 loss_ce_4: 0.2808 loss_bbox_4: 0.1804 loss_giou_4: 0.3476 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:53] d2.utils.events INFO: eta: 18:26:00 iter: 213919 total_loss: 5.662 loss_ce: 0.2985 loss_bbox: 0.1859 loss_giou: 0.3421 loss_ce_0: 0.5206 loss_bbox_0: 0.3119 loss_giou_0: 0.493 loss_ce_1: 0.4202 loss_bbox_1: 0.2257 loss_giou_1: 0.3717 loss_ce_2: 0.3422 loss_bbox_2: 0.2026 loss_giou_2: 0.3412 loss_ce_3: 0.3091 loss_bbox_3: 0.1988 loss_giou_3: 0.3416 loss_ce_4: 0.2956 loss_bbox_4: 0.1918 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 06:39:59] d2.utils.events INFO: eta: 18:25:54 iter: 213939 total_loss: 5.853 loss_ce: 0.3057 loss_bbox: 0.1852 loss_giou: 0.355 loss_ce_0: 0.5134 loss_bbox_0: 0.3118 loss_giou_0: 0.5518 loss_ce_1: 0.4111 loss_bbox_1: 0.22 loss_giou_1: 0.4024 loss_ce_2: 0.3484 loss_bbox_2: 0.1996 loss_giou_2: 0.3799 loss_ce_3: 0.3157 loss_bbox_3: 0.1902 loss_giou_3: 0.3651 loss_ce_4: 0.3088 loss_bbox_4: 0.1886 loss_giou_4: 0.3587 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:04] d2.utils.events INFO: eta: 18:26:07 iter: 213959 total_loss: 5.651 loss_ce: 0.2872 loss_bbox: 0.175 loss_giou: 0.3478 loss_ce_0: 0.4924 loss_bbox_0: 0.301 loss_giou_0: 0.5354 loss_ce_1: 0.3875 loss_bbox_1: 0.2137 loss_giou_1: 0.4024 loss_ce_2: 0.3239 loss_bbox_2: 0.1904 loss_giou_2: 0.371 loss_ce_3: 0.2958 loss_bbox_3: 0.1827 loss_giou_3: 0.3606 loss_ce_4: 0.2844 loss_bbox_4: 0.1794 loss_giou_4: 0.3507 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:10] d2.utils.events INFO: eta: 18:26:11 iter: 213979 total_loss: 5.801 loss_ce: 0.2978 loss_bbox: 0.1936 loss_giou: 0.358 loss_ce_0: 0.4889 loss_bbox_0: 0.3112 loss_giou_0: 0.5539 loss_ce_1: 0.3792 loss_bbox_1: 0.2213 loss_giou_1: 0.4065 loss_ce_2: 0.3275 loss_bbox_2: 0.2044 loss_giou_2: 0.38 loss_ce_3: 0.2952 loss_bbox_3: 0.1989 loss_giou_3: 0.3675 loss_ce_4: 0.2972 loss_bbox_4: 0.1932 loss_giou_4: 0.3651 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:16] d2.utils.events INFO: eta: 18:26:10 iter: 213999 total_loss: 5.351 loss_ce: 0.2709 loss_bbox: 0.1818 loss_giou: 0.323 loss_ce_0: 0.4858 loss_bbox_0: 0.3125 loss_giou_0: 0.4955 loss_ce_1: 0.3812 loss_bbox_1: 0.2052 loss_giou_1: 0.36 loss_ce_2: 0.3099 loss_bbox_2: 0.1823 loss_giou_2: 0.3347 loss_ce_3: 0.2768 loss_bbox_3: 0.1802 loss_giou_3: 0.3254 loss_ce_4: 0.2662 loss_bbox_4: 0.1824 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:21] d2.utils.events INFO: eta: 18:26:56 iter: 214019 total_loss: 5.832 loss_ce: 0.2887 loss_bbox: 0.186 loss_giou: 0.3724 loss_ce_0: 0.5085 loss_bbox_0: 0.3208 loss_giou_0: 0.5664 loss_ce_1: 0.3963 loss_bbox_1: 0.2216 loss_giou_1: 0.4218 loss_ce_2: 0.3243 loss_bbox_2: 0.2036 loss_giou_2: 0.3971 loss_ce_3: 0.2953 loss_bbox_3: 0.1953 loss_giou_3: 0.3829 loss_ce_4: 0.2905 loss_bbox_4: 0.1912 loss_giou_4: 0.3772 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:27] d2.utils.events INFO: eta: 18:26:44 iter: 214039 total_loss: 5.782 loss_ce: 0.2812 loss_bbox: 0.1903 loss_giou: 0.3589 loss_ce_0: 0.5026 loss_bbox_0: 0.3127 loss_giou_0: 0.5269 loss_ce_1: 0.393 loss_bbox_1: 0.2194 loss_giou_1: 0.3946 loss_ce_2: 0.3298 loss_bbox_2: 0.2032 loss_giou_2: 0.3649 loss_ce_3: 0.2909 loss_bbox_3: 0.1948 loss_giou_3: 0.359 loss_ce_4: 0.2818 loss_bbox_4: 0.1906 loss_giou_4: 0.3615 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:33] d2.utils.events INFO: eta: 18:26:44 iter: 214059 total_loss: 5.829 loss_ce: 0.2933 loss_bbox: 0.1906 loss_giou: 0.3454 loss_ce_0: 0.5039 loss_bbox_0: 0.3172 loss_giou_0: 0.5192 loss_ce_1: 0.3969 loss_bbox_1: 0.2173 loss_giou_1: 0.3828 loss_ce_2: 0.3332 loss_bbox_2: 0.2013 loss_giou_2: 0.3593 loss_ce_3: 0.2949 loss_bbox_3: 0.1945 loss_giou_3: 0.3541 loss_ce_4: 0.2896 loss_bbox_4: 0.1886 loss_giou_4: 0.348 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:38] d2.utils.events INFO: eta: 18:26:30 iter: 214079 total_loss: 5.44 loss_ce: 0.2744 loss_bbox: 0.1711 loss_giou: 0.3329 loss_ce_0: 0.4748 loss_bbox_0: 0.3041 loss_giou_0: 0.5328 loss_ce_1: 0.3911 loss_bbox_1: 0.2043 loss_giou_1: 0.3935 loss_ce_2: 0.3247 loss_bbox_2: 0.1918 loss_giou_2: 0.3594 loss_ce_3: 0.2931 loss_bbox_3: 0.1811 loss_giou_3: 0.3481 loss_ce_4: 0.2779 loss_bbox_4: 0.1757 loss_giou_4: 0.3404 time: 0.2800 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:44] d2.utils.events INFO: eta: 18:26:25 iter: 214099 total_loss: 5.674 loss_ce: 0.2858 loss_bbox: 0.1889 loss_giou: 0.3318 loss_ce_0: 0.4824 loss_bbox_0: 0.3182 loss_giou_0: 0.4929 loss_ce_1: 0.376 loss_bbox_1: 0.2275 loss_giou_1: 0.3834 loss_ce_2: 0.3028 loss_bbox_2: 0.205 loss_giou_2: 0.3455 loss_ce_3: 0.2977 loss_bbox_3: 0.1994 loss_giou_3: 0.3389 loss_ce_4: 0.2823 loss_bbox_4: 0.1941 loss_giou_4: 0.338 time: 0.2800 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:50] d2.utils.events INFO: eta: 18:26:21 iter: 214119 total_loss: 5.697 loss_ce: 0.2948 loss_bbox: 0.1837 loss_giou: 0.3237 loss_ce_0: 0.5029 loss_bbox_0: 0.317 loss_giou_0: 0.514 loss_ce_1: 0.4004 loss_bbox_1: 0.2242 loss_giou_1: 0.3664 loss_ce_2: 0.3282 loss_bbox_2: 0.1982 loss_giou_2: 0.3366 loss_ce_3: 0.3031 loss_bbox_3: 0.1891 loss_giou_3: 0.326 loss_ce_4: 0.2898 loss_bbox_4: 0.1853 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 06:40:55] d2.utils.events INFO: eta: 18:26:34 iter: 214139 total_loss: 5.364 loss_ce: 0.266 loss_bbox: 0.1617 loss_giou: 0.3227 loss_ce_0: 0.4978 loss_bbox_0: 0.2814 loss_giou_0: 0.5209 loss_ce_1: 0.3832 loss_bbox_1: 0.1891 loss_giou_1: 0.3681 loss_ce_2: 0.312 loss_bbox_2: 0.1702 loss_giou_2: 0.3353 loss_ce_3: 0.284 loss_bbox_3: 0.1632 loss_giou_3: 0.3259 loss_ce_4: 0.2639 loss_bbox_4: 0.1581 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:01] d2.utils.events INFO: eta: 18:26:40 iter: 214159 total_loss: 5.569 loss_ce: 0.2731 loss_bbox: 0.1745 loss_giou: 0.3435 loss_ce_0: 0.4904 loss_bbox_0: 0.293 loss_giou_0: 0.5244 loss_ce_1: 0.3817 loss_bbox_1: 0.1995 loss_giou_1: 0.3921 loss_ce_2: 0.3074 loss_bbox_2: 0.1815 loss_giou_2: 0.3629 loss_ce_3: 0.2729 loss_bbox_3: 0.1804 loss_giou_3: 0.3523 loss_ce_4: 0.2705 loss_bbox_4: 0.1742 loss_giou_4: 0.347 time: 0.2800 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:07] d2.utils.events INFO: eta: 18:26:36 iter: 214179 total_loss: 5.589 loss_ce: 0.285 loss_bbox: 0.1844 loss_giou: 0.3398 loss_ce_0: 0.4963 loss_bbox_0: 0.313 loss_giou_0: 0.5247 loss_ce_1: 0.4007 loss_bbox_1: 0.2167 loss_giou_1: 0.3818 loss_ce_2: 0.3281 loss_bbox_2: 0.2019 loss_giou_2: 0.3575 loss_ce_3: 0.3024 loss_bbox_3: 0.1927 loss_giou_3: 0.3527 loss_ce_4: 0.2852 loss_bbox_4: 0.1916 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:13] d2.utils.events INFO: eta: 18:26:45 iter: 214199 total_loss: 5.501 loss_ce: 0.2651 loss_bbox: 0.1805 loss_giou: 0.3372 loss_ce_0: 0.4835 loss_bbox_0: 0.3092 loss_giou_0: 0.521 loss_ce_1: 0.3813 loss_bbox_1: 0.2068 loss_giou_1: 0.3838 loss_ce_2: 0.3055 loss_bbox_2: 0.1911 loss_giou_2: 0.3531 loss_ce_3: 0.274 loss_bbox_3: 0.1843 loss_giou_3: 0.3463 loss_ce_4: 0.2662 loss_bbox_4: 0.1806 loss_giou_4: 0.3398 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:18] d2.utils.events INFO: eta: 18:27:02 iter: 214219 total_loss: 5.852 loss_ce: 0.3025 loss_bbox: 0.1854 loss_giou: 0.3413 loss_ce_0: 0.5134 loss_bbox_0: 0.3041 loss_giou_0: 0.5323 loss_ce_1: 0.4231 loss_bbox_1: 0.2032 loss_giou_1: 0.3971 loss_ce_2: 0.3462 loss_bbox_2: 0.1887 loss_giou_2: 0.3628 loss_ce_3: 0.3206 loss_bbox_3: 0.1924 loss_giou_3: 0.3516 loss_ce_4: 0.3096 loss_bbox_4: 0.1871 loss_giou_4: 0.3495 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:24] d2.utils.events INFO: eta: 18:27:04 iter: 214239 total_loss: 5.562 loss_ce: 0.2752 loss_bbox: 0.1642 loss_giou: 0.3292 loss_ce_0: 0.4927 loss_bbox_0: 0.2832 loss_giou_0: 0.5074 loss_ce_1: 0.3724 loss_bbox_1: 0.1922 loss_giou_1: 0.3844 loss_ce_2: 0.3175 loss_bbox_2: 0.1711 loss_giou_2: 0.3417 loss_ce_3: 0.295 loss_bbox_3: 0.174 loss_giou_3: 0.3341 loss_ce_4: 0.2827 loss_bbox_4: 0.1671 loss_giou_4: 0.3349 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:30] d2.utils.events INFO: eta: 18:27:02 iter: 214259 total_loss: 5.696 loss_ce: 0.2858 loss_bbox: 0.189 loss_giou: 0.3385 loss_ce_0: 0.5009 loss_bbox_0: 0.3188 loss_giou_0: 0.5081 loss_ce_1: 0.3735 loss_bbox_1: 0.2254 loss_giou_1: 0.3765 loss_ce_2: 0.3261 loss_bbox_2: 0.2035 loss_giou_2: 0.3552 loss_ce_3: 0.2929 loss_bbox_3: 0.2005 loss_giou_3: 0.3498 loss_ce_4: 0.2868 loss_bbox_4: 0.1964 loss_giou_4: 0.3424 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:35] d2.utils.events INFO: eta: 18:27:00 iter: 214279 total_loss: 6.031 loss_ce: 0.3069 loss_bbox: 0.196 loss_giou: 0.3382 loss_ce_0: 0.504 loss_bbox_0: 0.3077 loss_giou_0: 0.5283 loss_ce_1: 0.4108 loss_bbox_1: 0.227 loss_giou_1: 0.3909 loss_ce_2: 0.3466 loss_bbox_2: 0.2062 loss_giou_2: 0.3597 loss_ce_3: 0.3188 loss_bbox_3: 0.2036 loss_giou_3: 0.3502 loss_ce_4: 0.3068 loss_bbox_4: 0.1995 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:41] d2.utils.events INFO: eta: 18:26:44 iter: 214299 total_loss: 5.488 loss_ce: 0.2968 loss_bbox: 0.1648 loss_giou: 0.2997 loss_ce_0: 0.4964 loss_bbox_0: 0.321 loss_giou_0: 0.5026 loss_ce_1: 0.4111 loss_bbox_1: 0.2059 loss_giou_1: 0.3489 loss_ce_2: 0.3314 loss_bbox_2: 0.1896 loss_giou_2: 0.3176 loss_ce_3: 0.3039 loss_bbox_3: 0.1805 loss_giou_3: 0.3111 loss_ce_4: 0.2956 loss_bbox_4: 0.1746 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:47] d2.utils.events INFO: eta: 18:26:14 iter: 214319 total_loss: 5.637 loss_ce: 0.2821 loss_bbox: 0.1843 loss_giou: 0.327 loss_ce_0: 0.4794 loss_bbox_0: 0.3094 loss_giou_0: 0.5045 loss_ce_1: 0.387 loss_bbox_1: 0.2078 loss_giou_1: 0.3706 loss_ce_2: 0.3242 loss_bbox_2: 0.199 loss_giou_2: 0.3485 loss_ce_3: 0.3039 loss_bbox_3: 0.1903 loss_giou_3: 0.3353 loss_ce_4: 0.2896 loss_bbox_4: 0.1865 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:52] d2.utils.events INFO: eta: 18:26:08 iter: 214339 total_loss: 5.891 loss_ce: 0.3141 loss_bbox: 0.1809 loss_giou: 0.355 loss_ce_0: 0.5176 loss_bbox_0: 0.3189 loss_giou_0: 0.5845 loss_ce_1: 0.4099 loss_bbox_1: 0.2183 loss_giou_1: 0.4168 loss_ce_2: 0.345 loss_bbox_2: 0.1928 loss_giou_2: 0.3732 loss_ce_3: 0.3234 loss_bbox_3: 0.1915 loss_giou_3: 0.3639 loss_ce_4: 0.3118 loss_bbox_4: 0.1858 loss_giou_4: 0.3619 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:41:58] d2.utils.events INFO: eta: 18:26:13 iter: 214359 total_loss: 5.613 loss_ce: 0.3003 loss_bbox: 0.1745 loss_giou: 0.3304 loss_ce_0: 0.4813 loss_bbox_0: 0.3123 loss_giou_0: 0.5304 loss_ce_1: 0.396 loss_bbox_1: 0.2054 loss_giou_1: 0.3893 loss_ce_2: 0.3346 loss_bbox_2: 0.1854 loss_giou_2: 0.3565 loss_ce_3: 0.2994 loss_bbox_3: 0.1808 loss_giou_3: 0.3415 loss_ce_4: 0.297 loss_bbox_4: 0.1785 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:04] d2.utils.events INFO: eta: 18:25:54 iter: 214379 total_loss: 5.655 loss_ce: 0.2953 loss_bbox: 0.1818 loss_giou: 0.337 loss_ce_0: 0.5112 loss_bbox_0: 0.3195 loss_giou_0: 0.5178 loss_ce_1: 0.3936 loss_bbox_1: 0.2185 loss_giou_1: 0.3951 loss_ce_2: 0.3335 loss_bbox_2: 0.1981 loss_giou_2: 0.3593 loss_ce_3: 0.3069 loss_bbox_3: 0.1879 loss_giou_3: 0.3443 loss_ce_4: 0.2997 loss_bbox_4: 0.1863 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:09] d2.utils.events INFO: eta: 18:25:49 iter: 214399 total_loss: 5.365 loss_ce: 0.2679 loss_bbox: 0.176 loss_giou: 0.3231 loss_ce_0: 0.4838 loss_bbox_0: 0.2897 loss_giou_0: 0.4933 loss_ce_1: 0.3696 loss_bbox_1: 0.2091 loss_giou_1: 0.3648 loss_ce_2: 0.3138 loss_bbox_2: 0.1918 loss_giou_2: 0.341 loss_ce_3: 0.2771 loss_bbox_3: 0.1797 loss_giou_3: 0.3301 loss_ce_4: 0.2659 loss_bbox_4: 0.176 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:15] d2.utils.events INFO: eta: 18:26:04 iter: 214419 total_loss: 5.543 loss_ce: 0.2738 loss_bbox: 0.1761 loss_giou: 0.3296 loss_ce_0: 0.5007 loss_bbox_0: 0.3066 loss_giou_0: 0.5165 loss_ce_1: 0.3915 loss_bbox_1: 0.203 loss_giou_1: 0.3753 loss_ce_2: 0.3174 loss_bbox_2: 0.1868 loss_giou_2: 0.3503 loss_ce_3: 0.2909 loss_bbox_3: 0.1747 loss_giou_3: 0.3388 loss_ce_4: 0.2829 loss_bbox_4: 0.1701 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:21] d2.utils.events INFO: eta: 18:25:30 iter: 214439 total_loss: 5.428 loss_ce: 0.2943 loss_bbox: 0.1748 loss_giou: 0.3054 loss_ce_0: 0.5137 loss_bbox_0: 0.3274 loss_giou_0: 0.49 loss_ce_1: 0.4011 loss_bbox_1: 0.2133 loss_giou_1: 0.3555 loss_ce_2: 0.3261 loss_bbox_2: 0.1901 loss_giou_2: 0.3311 loss_ce_3: 0.2973 loss_bbox_3: 0.1847 loss_giou_3: 0.3207 loss_ce_4: 0.2893 loss_bbox_4: 0.1779 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:27] d2.utils.events INFO: eta: 18:25:15 iter: 214459 total_loss: 5.735 loss_ce: 0.287 loss_bbox: 0.1858 loss_giou: 0.3327 loss_ce_0: 0.4944 loss_bbox_0: 0.3136 loss_giou_0: 0.5011 loss_ce_1: 0.3987 loss_bbox_1: 0.2178 loss_giou_1: 0.375 loss_ce_2: 0.332 loss_bbox_2: 0.2019 loss_giou_2: 0.3553 loss_ce_3: 0.3044 loss_bbox_3: 0.1994 loss_giou_3: 0.3396 loss_ce_4: 0.2971 loss_bbox_4: 0.19 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:32] d2.utils.events INFO: eta: 18:25:03 iter: 214479 total_loss: 5.416 loss_ce: 0.2833 loss_bbox: 0.1848 loss_giou: 0.3297 loss_ce_0: 0.4712 loss_bbox_0: 0.3094 loss_giou_0: 0.5121 loss_ce_1: 0.3603 loss_bbox_1: 0.2202 loss_giou_1: 0.3848 loss_ce_2: 0.3182 loss_bbox_2: 0.2009 loss_giou_2: 0.3552 loss_ce_3: 0.2864 loss_bbox_3: 0.1898 loss_giou_3: 0.3404 loss_ce_4: 0.2799 loss_bbox_4: 0.1872 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:38] d2.utils.events INFO: eta: 18:25:20 iter: 214499 total_loss: 5.878 loss_ce: 0.303 loss_bbox: 0.1813 loss_giou: 0.3632 loss_ce_0: 0.4963 loss_bbox_0: 0.3192 loss_giou_0: 0.5551 loss_ce_1: 0.3955 loss_bbox_1: 0.2242 loss_giou_1: 0.4027 loss_ce_2: 0.3432 loss_bbox_2: 0.1916 loss_giou_2: 0.3723 loss_ce_3: 0.3157 loss_bbox_3: 0.1884 loss_giou_3: 0.3635 loss_ce_4: 0.3038 loss_bbox_4: 0.1821 loss_giou_4: 0.3621 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:44] d2.utils.events INFO: eta: 18:24:59 iter: 214519 total_loss: 5.773 loss_ce: 0.2877 loss_bbox: 0.1868 loss_giou: 0.3313 loss_ce_0: 0.5168 loss_bbox_0: 0.32 loss_giou_0: 0.5008 loss_ce_1: 0.41 loss_bbox_1: 0.2305 loss_giou_1: 0.3688 loss_ce_2: 0.3331 loss_bbox_2: 0.2012 loss_giou_2: 0.3451 loss_ce_3: 0.2985 loss_bbox_3: 0.1959 loss_giou_3: 0.3334 loss_ce_4: 0.2841 loss_bbox_4: 0.19 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:49] d2.utils.events INFO: eta: 18:24:53 iter: 214539 total_loss: 5.557 loss_ce: 0.2842 loss_bbox: 0.1782 loss_giou: 0.3327 loss_ce_0: 0.4764 loss_bbox_0: 0.3176 loss_giou_0: 0.5173 loss_ce_1: 0.3754 loss_bbox_1: 0.209 loss_giou_1: 0.3874 loss_ce_2: 0.3127 loss_bbox_2: 0.1856 loss_giou_2: 0.3462 loss_ce_3: 0.288 loss_bbox_3: 0.178 loss_giou_3: 0.3385 loss_ce_4: 0.2841 loss_bbox_4: 0.1801 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 06:42:55] d2.utils.events INFO: eta: 18:24:43 iter: 214559 total_loss: 5.706 loss_ce: 0.2951 loss_bbox: 0.1818 loss_giou: 0.3479 loss_ce_0: 0.5016 loss_bbox_0: 0.321 loss_giou_0: 0.5283 loss_ce_1: 0.4008 loss_bbox_1: 0.2168 loss_giou_1: 0.3889 loss_ce_2: 0.3329 loss_bbox_2: 0.1931 loss_giou_2: 0.358 loss_ce_3: 0.3042 loss_bbox_3: 0.1905 loss_giou_3: 0.3563 loss_ce_4: 0.2898 loss_bbox_4: 0.1842 loss_giou_4: 0.35 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:01] d2.utils.events INFO: eta: 18:24:51 iter: 214579 total_loss: 5.764 loss_ce: 0.2921 loss_bbox: 0.1751 loss_giou: 0.3451 loss_ce_0: 0.5004 loss_bbox_0: 0.2944 loss_giou_0: 0.5221 loss_ce_1: 0.3926 loss_bbox_1: 0.2079 loss_giou_1: 0.4003 loss_ce_2: 0.3192 loss_bbox_2: 0.1888 loss_giou_2: 0.372 loss_ce_3: 0.2989 loss_bbox_3: 0.1822 loss_giou_3: 0.3596 loss_ce_4: 0.2953 loss_bbox_4: 0.1749 loss_giou_4: 0.3528 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:06] d2.utils.events INFO: eta: 18:24:57 iter: 214599 total_loss: 5.561 loss_ce: 0.2631 loss_bbox: 0.1836 loss_giou: 0.3347 loss_ce_0: 0.4953 loss_bbox_0: 0.3117 loss_giou_0: 0.5273 loss_ce_1: 0.3914 loss_bbox_1: 0.2123 loss_giou_1: 0.3866 loss_ce_2: 0.3146 loss_bbox_2: 0.1923 loss_giou_2: 0.3511 loss_ce_3: 0.2826 loss_bbox_3: 0.1869 loss_giou_3: 0.3469 loss_ce_4: 0.2647 loss_bbox_4: 0.1857 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:12] d2.utils.events INFO: eta: 18:24:31 iter: 214619 total_loss: 5.723 loss_ce: 0.2976 loss_bbox: 0.1772 loss_giou: 0.3501 loss_ce_0: 0.4887 loss_bbox_0: 0.3018 loss_giou_0: 0.5213 loss_ce_1: 0.3942 loss_bbox_1: 0.2125 loss_giou_1: 0.3839 loss_ce_2: 0.3403 loss_bbox_2: 0.1961 loss_giou_2: 0.3686 loss_ce_3: 0.3059 loss_bbox_3: 0.1901 loss_giou_3: 0.3615 loss_ce_4: 0.2966 loss_bbox_4: 0.1798 loss_giou_4: 0.3569 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:18] d2.utils.events INFO: eta: 18:24:26 iter: 214639 total_loss: 5.485 loss_ce: 0.2805 loss_bbox: 0.1712 loss_giou: 0.3196 loss_ce_0: 0.4994 loss_bbox_0: 0.308 loss_giou_0: 0.5083 loss_ce_1: 0.3873 loss_bbox_1: 0.2038 loss_giou_1: 0.3781 loss_ce_2: 0.3255 loss_bbox_2: 0.1895 loss_giou_2: 0.3461 loss_ce_3: 0.2966 loss_bbox_3: 0.18 loss_giou_3: 0.3274 loss_ce_4: 0.2848 loss_bbox_4: 0.17 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:23] d2.utils.events INFO: eta: 18:24:15 iter: 214659 total_loss: 5.325 loss_ce: 0.2608 loss_bbox: 0.1851 loss_giou: 0.3284 loss_ce_0: 0.4929 loss_bbox_0: 0.3095 loss_giou_0: 0.5091 loss_ce_1: 0.3709 loss_bbox_1: 0.2162 loss_giou_1: 0.3728 loss_ce_2: 0.3158 loss_bbox_2: 0.1966 loss_giou_2: 0.3506 loss_ce_3: 0.2815 loss_bbox_3: 0.1911 loss_giou_3: 0.3324 loss_ce_4: 0.2699 loss_bbox_4: 0.1869 loss_giou_4: 0.3321 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:29] d2.utils.events INFO: eta: 18:23:49 iter: 214679 total_loss: 5.578 loss_ce: 0.2792 loss_bbox: 0.1845 loss_giou: 0.3302 loss_ce_0: 0.494 loss_bbox_0: 0.3197 loss_giou_0: 0.5146 loss_ce_1: 0.3871 loss_bbox_1: 0.2273 loss_giou_1: 0.3799 loss_ce_2: 0.3314 loss_bbox_2: 0.2035 loss_giou_2: 0.3508 loss_ce_3: 0.2929 loss_bbox_3: 0.188 loss_giou_3: 0.3434 loss_ce_4: 0.2779 loss_bbox_4: 0.1861 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:35] d2.utils.events INFO: eta: 18:23:53 iter: 214699 total_loss: 5.708 loss_ce: 0.291 loss_bbox: 0.1818 loss_giou: 0.3628 loss_ce_0: 0.4969 loss_bbox_0: 0.3015 loss_giou_0: 0.5611 loss_ce_1: 0.3792 loss_bbox_1: 0.2127 loss_giou_1: 0.4177 loss_ce_2: 0.3202 loss_bbox_2: 0.194 loss_giou_2: 0.3839 loss_ce_3: 0.2994 loss_bbox_3: 0.1845 loss_giou_3: 0.3714 loss_ce_4: 0.2921 loss_bbox_4: 0.1819 loss_giou_4: 0.3639 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:40] d2.utils.events INFO: eta: 18:23:38 iter: 214719 total_loss: 5.451 loss_ce: 0.2657 loss_bbox: 0.1787 loss_giou: 0.3316 loss_ce_0: 0.4861 loss_bbox_0: 0.3023 loss_giou_0: 0.5113 loss_ce_1: 0.3759 loss_bbox_1: 0.2126 loss_giou_1: 0.3757 loss_ce_2: 0.3135 loss_bbox_2: 0.1911 loss_giou_2: 0.3445 loss_ce_3: 0.2795 loss_bbox_3: 0.1804 loss_giou_3: 0.3383 loss_ce_4: 0.2661 loss_bbox_4: 0.1801 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:46] d2.utils.events INFO: eta: 18:23:25 iter: 214739 total_loss: 5.552 loss_ce: 0.2818 loss_bbox: 0.1847 loss_giou: 0.3353 loss_ce_0: 0.4852 loss_bbox_0: 0.3038 loss_giou_0: 0.5207 loss_ce_1: 0.3818 loss_bbox_1: 0.2114 loss_giou_1: 0.3813 loss_ce_2: 0.3104 loss_bbox_2: 0.1881 loss_giou_2: 0.362 loss_ce_3: 0.2787 loss_bbox_3: 0.1863 loss_giou_3: 0.3435 loss_ce_4: 0.2748 loss_bbox_4: 0.1859 loss_giou_4: 0.3396 time: 0.2800 data_time: 0.0187 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:52] d2.utils.events INFO: eta: 18:23:02 iter: 214759 total_loss: 5.437 loss_ce: 0.262 loss_bbox: 0.1985 loss_giou: 0.3034 loss_ce_0: 0.4865 loss_bbox_0: 0.3031 loss_giou_0: 0.5114 loss_ce_1: 0.3708 loss_bbox_1: 0.2239 loss_giou_1: 0.3587 loss_ce_2: 0.3144 loss_bbox_2: 0.2097 loss_giou_2: 0.33 loss_ce_3: 0.2686 loss_bbox_3: 0.2058 loss_giou_3: 0.3119 loss_ce_4: 0.2607 loss_bbox_4: 0.2015 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:43:57] d2.utils.events INFO: eta: 18:23:14 iter: 214779 total_loss: 5.732 loss_ce: 0.2865 loss_bbox: 0.1994 loss_giou: 0.3343 loss_ce_0: 0.5101 loss_bbox_0: 0.3136 loss_giou_0: 0.4912 loss_ce_1: 0.408 loss_bbox_1: 0.2286 loss_giou_1: 0.3722 loss_ce_2: 0.3283 loss_bbox_2: 0.2081 loss_giou_2: 0.3433 loss_ce_3: 0.3004 loss_bbox_3: 0.2057 loss_giou_3: 0.3415 loss_ce_4: 0.2934 loss_bbox_4: 0.2005 loss_giou_4: 0.3349 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:03] d2.utils.events INFO: eta: 18:23:06 iter: 214799 total_loss: 5.633 loss_ce: 0.2901 loss_bbox: 0.1769 loss_giou: 0.3361 loss_ce_0: 0.4792 loss_bbox_0: 0.3068 loss_giou_0: 0.4976 loss_ce_1: 0.3808 loss_bbox_1: 0.2154 loss_giou_1: 0.3723 loss_ce_2: 0.3226 loss_bbox_2: 0.1907 loss_giou_2: 0.337 loss_ce_3: 0.2992 loss_bbox_3: 0.182 loss_giou_3: 0.3385 loss_ce_4: 0.2873 loss_bbox_4: 0.179 loss_giou_4: 0.337 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:09] d2.utils.events INFO: eta: 18:23:09 iter: 214819 total_loss: 5.823 loss_ce: 0.2939 loss_bbox: 0.1817 loss_giou: 0.3378 loss_ce_0: 0.5039 loss_bbox_0: 0.3074 loss_giou_0: 0.5364 loss_ce_1: 0.4004 loss_bbox_1: 0.2072 loss_giou_1: 0.3975 loss_ce_2: 0.3463 loss_bbox_2: 0.1903 loss_giou_2: 0.3624 loss_ce_3: 0.3198 loss_bbox_3: 0.1882 loss_giou_3: 0.3448 loss_ce_4: 0.2965 loss_bbox_4: 0.1806 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:15] d2.utils.events INFO: eta: 18:23:12 iter: 214839 total_loss: 5.633 loss_ce: 0.2916 loss_bbox: 0.1701 loss_giou: 0.3351 loss_ce_0: 0.5149 loss_bbox_0: 0.2994 loss_giou_0: 0.5424 loss_ce_1: 0.3959 loss_bbox_1: 0.2034 loss_giou_1: 0.3991 loss_ce_2: 0.3359 loss_bbox_2: 0.1815 loss_giou_2: 0.3621 loss_ce_3: 0.3053 loss_bbox_3: 0.1774 loss_giou_3: 0.344 loss_ce_4: 0.3024 loss_bbox_4: 0.1733 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:20] d2.utils.events INFO: eta: 18:23:03 iter: 214859 total_loss: 5.627 loss_ce: 0.2825 loss_bbox: 0.189 loss_giou: 0.3429 loss_ce_0: 0.4997 loss_bbox_0: 0.3084 loss_giou_0: 0.5228 loss_ce_1: 0.3885 loss_bbox_1: 0.2253 loss_giou_1: 0.395 loss_ce_2: 0.3272 loss_bbox_2: 0.2011 loss_giou_2: 0.3605 loss_ce_3: 0.2933 loss_bbox_3: 0.1944 loss_giou_3: 0.3503 loss_ce_4: 0.2875 loss_bbox_4: 0.1939 loss_giou_4: 0.3465 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:26] d2.utils.events INFO: eta: 18:23:00 iter: 214879 total_loss: 5.627 loss_ce: 0.2699 loss_bbox: 0.1802 loss_giou: 0.3249 loss_ce_0: 0.5036 loss_bbox_0: 0.3053 loss_giou_0: 0.5031 loss_ce_1: 0.4007 loss_bbox_1: 0.2077 loss_giou_1: 0.3701 loss_ce_2: 0.3264 loss_bbox_2: 0.1942 loss_giou_2: 0.3408 loss_ce_3: 0.2879 loss_bbox_3: 0.1842 loss_giou_3: 0.336 loss_ce_4: 0.2702 loss_bbox_4: 0.1838 loss_giou_4: 0.331 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:32] d2.utils.events INFO: eta: 18:23:12 iter: 214899 total_loss: 5.652 loss_ce: 0.2864 loss_bbox: 0.1857 loss_giou: 0.3244 loss_ce_0: 0.5042 loss_bbox_0: 0.3266 loss_giou_0: 0.5153 loss_ce_1: 0.3845 loss_bbox_1: 0.233 loss_giou_1: 0.3806 loss_ce_2: 0.3344 loss_bbox_2: 0.2023 loss_giou_2: 0.3409 loss_ce_3: 0.2985 loss_bbox_3: 0.2019 loss_giou_3: 0.3301 loss_ce_4: 0.2845 loss_bbox_4: 0.1921 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:37] d2.utils.events INFO: eta: 18:23:37 iter: 214919 total_loss: 5.712 loss_ce: 0.2856 loss_bbox: 0.1871 loss_giou: 0.3364 loss_ce_0: 0.5013 loss_bbox_0: 0.319 loss_giou_0: 0.5131 loss_ce_1: 0.3973 loss_bbox_1: 0.2313 loss_giou_1: 0.3776 loss_ce_2: 0.3326 loss_bbox_2: 0.2038 loss_giou_2: 0.3492 loss_ce_3: 0.2966 loss_bbox_3: 0.1905 loss_giou_3: 0.3444 loss_ce_4: 0.2846 loss_bbox_4: 0.1911 loss_giou_4: 0.34 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:43] d2.utils.events INFO: eta: 18:23:31 iter: 214939 total_loss: 5.351 loss_ce: 0.2585 loss_bbox: 0.1779 loss_giou: 0.3183 loss_ce_0: 0.4771 loss_bbox_0: 0.2979 loss_giou_0: 0.4982 loss_ce_1: 0.371 loss_bbox_1: 0.2003 loss_giou_1: 0.3655 loss_ce_2: 0.3047 loss_bbox_2: 0.1849 loss_giou_2: 0.3325 loss_ce_3: 0.2735 loss_bbox_3: 0.1815 loss_giou_3: 0.3193 loss_ce_4: 0.2534 loss_bbox_4: 0.1788 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:49] d2.utils.events INFO: eta: 18:23:35 iter: 214959 total_loss: 5.646 loss_ce: 0.2801 loss_bbox: 0.1782 loss_giou: 0.3308 loss_ce_0: 0.4972 loss_bbox_0: 0.3132 loss_giou_0: 0.5195 loss_ce_1: 0.3906 loss_bbox_1: 0.2158 loss_giou_1: 0.3785 loss_ce_2: 0.3228 loss_bbox_2: 0.1945 loss_giou_2: 0.3515 loss_ce_3: 0.2979 loss_bbox_3: 0.1877 loss_giou_3: 0.3382 loss_ce_4: 0.2821 loss_bbox_4: 0.1779 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 06:44:54] d2.utils.events INFO: eta: 18:23:20 iter: 214979 total_loss: 5.544 loss_ce: 0.295 loss_bbox: 0.1728 loss_giou: 0.3374 loss_ce_0: 0.5 loss_bbox_0: 0.3132 loss_giou_0: 0.516 loss_ce_1: 0.3889 loss_bbox_1: 0.2084 loss_giou_1: 0.3757 loss_ce_2: 0.334 loss_bbox_2: 0.1842 loss_giou_2: 0.3495 loss_ce_3: 0.3039 loss_bbox_3: 0.1801 loss_giou_3: 0.3439 loss_ce_4: 0.2941 loss_bbox_4: 0.1771 loss_giou_4: 0.3438 time: 0.2800 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:00] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0214999.pth [11/03 06:45:02] d2.utils.events INFO: eta: 18:23:16 iter: 214999 total_loss: 5.673 loss_ce: 0.2584 loss_bbox: 0.178 loss_giou: 0.3483 loss_ce_0: 0.4872 loss_bbox_0: 0.3181 loss_giou_0: 0.5345 loss_ce_1: 0.3764 loss_bbox_1: 0.2156 loss_giou_1: 0.3981 loss_ce_2: 0.325 loss_bbox_2: 0.1934 loss_giou_2: 0.3665 loss_ce_3: 0.2842 loss_bbox_3: 0.1854 loss_giou_3: 0.3592 loss_ce_4: 0.2605 loss_bbox_4: 0.1845 loss_giou_4: 0.3597 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:08] d2.utils.events INFO: eta: 18:23:02 iter: 215019 total_loss: 5.745 loss_ce: 0.3017 loss_bbox: 0.1965 loss_giou: 0.3279 loss_ce_0: 0.5233 loss_bbox_0: 0.3145 loss_giou_0: 0.5215 loss_ce_1: 0.406 loss_bbox_1: 0.2279 loss_giou_1: 0.3841 loss_ce_2: 0.3407 loss_bbox_2: 0.2081 loss_giou_2: 0.3483 loss_ce_3: 0.3122 loss_bbox_3: 0.1989 loss_giou_3: 0.3313 loss_ce_4: 0.2945 loss_bbox_4: 0.1958 loss_giou_4: 0.3294 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:13] d2.utils.events INFO: eta: 18:22:54 iter: 215039 total_loss: 5.683 loss_ce: 0.2735 loss_bbox: 0.1826 loss_giou: 0.3428 loss_ce_0: 0.4924 loss_bbox_0: 0.3102 loss_giou_0: 0.5305 loss_ce_1: 0.3884 loss_bbox_1: 0.212 loss_giou_1: 0.388 loss_ce_2: 0.326 loss_bbox_2: 0.1981 loss_giou_2: 0.3542 loss_ce_3: 0.2887 loss_bbox_3: 0.1869 loss_giou_3: 0.3457 loss_ce_4: 0.2797 loss_bbox_4: 0.1834 loss_giou_4: 0.343 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:19] d2.utils.events INFO: eta: 18:22:34 iter: 215059 total_loss: 5.633 loss_ce: 0.3079 loss_bbox: 0.1741 loss_giou: 0.3248 loss_ce_0: 0.5136 loss_bbox_0: 0.2891 loss_giou_0: 0.512 loss_ce_1: 0.4107 loss_bbox_1: 0.2001 loss_giou_1: 0.3679 loss_ce_2: 0.3544 loss_bbox_2: 0.1821 loss_giou_2: 0.347 loss_ce_3: 0.322 loss_bbox_3: 0.1731 loss_giou_3: 0.3393 loss_ce_4: 0.3082 loss_bbox_4: 0.1733 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:25] d2.utils.events INFO: eta: 18:22:53 iter: 215079 total_loss: 5.545 loss_ce: 0.279 loss_bbox: 0.1682 loss_giou: 0.348 loss_ce_0: 0.4905 loss_bbox_0: 0.2959 loss_giou_0: 0.5353 loss_ce_1: 0.3886 loss_bbox_1: 0.1985 loss_giou_1: 0.3897 loss_ce_2: 0.3195 loss_bbox_2: 0.1783 loss_giou_2: 0.363 loss_ce_3: 0.2923 loss_bbox_3: 0.1752 loss_giou_3: 0.3571 loss_ce_4: 0.2817 loss_bbox_4: 0.1737 loss_giou_4: 0.3516 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:30] d2.utils.events INFO: eta: 18:22:48 iter: 215099 total_loss: 5.539 loss_ce: 0.2695 loss_bbox: 0.1781 loss_giou: 0.3316 loss_ce_0: 0.4811 loss_bbox_0: 0.3032 loss_giou_0: 0.5136 loss_ce_1: 0.3761 loss_bbox_1: 0.2067 loss_giou_1: 0.3879 loss_ce_2: 0.3178 loss_bbox_2: 0.1886 loss_giou_2: 0.3468 loss_ce_3: 0.2891 loss_bbox_3: 0.1813 loss_giou_3: 0.3366 loss_ce_4: 0.2671 loss_bbox_4: 0.1804 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0169 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:36] d2.utils.events INFO: eta: 18:22:54 iter: 215119 total_loss: 5.618 loss_ce: 0.3017 loss_bbox: 0.2021 loss_giou: 0.3288 loss_ce_0: 0.519 loss_bbox_0: 0.3124 loss_giou_0: 0.5 loss_ce_1: 0.4018 loss_bbox_1: 0.225 loss_giou_1: 0.3844 loss_ce_2: 0.3328 loss_bbox_2: 0.2108 loss_giou_2: 0.354 loss_ce_3: 0.3109 loss_bbox_3: 0.2023 loss_giou_3: 0.337 loss_ce_4: 0.305 loss_bbox_4: 0.1983 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:42] d2.utils.events INFO: eta: 18:22:48 iter: 215139 total_loss: 5.687 loss_ce: 0.2938 loss_bbox: 0.1748 loss_giou: 0.3406 loss_ce_0: 0.5006 loss_bbox_0: 0.3019 loss_giou_0: 0.5029 loss_ce_1: 0.3994 loss_bbox_1: 0.2053 loss_giou_1: 0.3791 loss_ce_2: 0.3299 loss_bbox_2: 0.1893 loss_giou_2: 0.3505 loss_ce_3: 0.2952 loss_bbox_3: 0.1793 loss_giou_3: 0.3459 loss_ce_4: 0.2911 loss_bbox_4: 0.1764 loss_giou_4: 0.3466 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:47] d2.utils.events INFO: eta: 18:22:13 iter: 215159 total_loss: 5.533 loss_ce: 0.2799 loss_bbox: 0.1724 loss_giou: 0.3339 loss_ce_0: 0.4793 loss_bbox_0: 0.3013 loss_giou_0: 0.5229 loss_ce_1: 0.3847 loss_bbox_1: 0.2053 loss_giou_1: 0.391 loss_ce_2: 0.3242 loss_bbox_2: 0.1915 loss_giou_2: 0.3673 loss_ce_3: 0.2883 loss_bbox_3: 0.1779 loss_giou_3: 0.3508 loss_ce_4: 0.2804 loss_bbox_4: 0.1742 loss_giou_4: 0.3407 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:53] d2.utils.events INFO: eta: 18:21:33 iter: 215179 total_loss: 5.541 loss_ce: 0.2888 loss_bbox: 0.177 loss_giou: 0.3144 loss_ce_0: 0.4847 loss_bbox_0: 0.324 loss_giou_0: 0.5071 loss_ce_1: 0.3797 loss_bbox_1: 0.2153 loss_giou_1: 0.3686 loss_ce_2: 0.3343 loss_bbox_2: 0.1937 loss_giou_2: 0.3335 loss_ce_3: 0.3071 loss_bbox_3: 0.186 loss_giou_3: 0.3206 loss_ce_4: 0.2962 loss_bbox_4: 0.1787 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:45:59] d2.utils.events INFO: eta: 18:20:59 iter: 215199 total_loss: 5.468 loss_ce: 0.2721 loss_bbox: 0.1801 loss_giou: 0.3159 loss_ce_0: 0.4785 loss_bbox_0: 0.3033 loss_giou_0: 0.5033 loss_ce_1: 0.373 loss_bbox_1: 0.2161 loss_giou_1: 0.3701 loss_ce_2: 0.3125 loss_bbox_2: 0.1946 loss_giou_2: 0.3334 loss_ce_3: 0.2833 loss_bbox_3: 0.1874 loss_giou_3: 0.3307 loss_ce_4: 0.2666 loss_bbox_4: 0.1866 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:05] d2.utils.events INFO: eta: 18:20:18 iter: 215219 total_loss: 5.933 loss_ce: 0.2871 loss_bbox: 0.1847 loss_giou: 0.3508 loss_ce_0: 0.4928 loss_bbox_0: 0.3144 loss_giou_0: 0.5258 loss_ce_1: 0.391 loss_bbox_1: 0.217 loss_giou_1: 0.4005 loss_ce_2: 0.3365 loss_bbox_2: 0.1959 loss_giou_2: 0.368 loss_ce_3: 0.309 loss_bbox_3: 0.1898 loss_giou_3: 0.3578 loss_ce_4: 0.2945 loss_bbox_4: 0.1883 loss_giou_4: 0.3496 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:10] d2.utils.events INFO: eta: 18:20:09 iter: 215239 total_loss: 5.424 loss_ce: 0.2747 loss_bbox: 0.1805 loss_giou: 0.3168 loss_ce_0: 0.4815 loss_bbox_0: 0.3135 loss_giou_0: 0.4853 loss_ce_1: 0.3645 loss_bbox_1: 0.2104 loss_giou_1: 0.3593 loss_ce_2: 0.3036 loss_bbox_2: 0.1962 loss_giou_2: 0.3379 loss_ce_3: 0.2812 loss_bbox_3: 0.1877 loss_giou_3: 0.3266 loss_ce_4: 0.2729 loss_bbox_4: 0.1818 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:16] d2.utils.events INFO: eta: 18:19:59 iter: 215259 total_loss: 5.783 loss_ce: 0.2808 loss_bbox: 0.1853 loss_giou: 0.348 loss_ce_0: 0.496 loss_bbox_0: 0.2992 loss_giou_0: 0.5262 loss_ce_1: 0.3837 loss_bbox_1: 0.223 loss_giou_1: 0.4006 loss_ce_2: 0.3362 loss_bbox_2: 0.2004 loss_giou_2: 0.3678 loss_ce_3: 0.3009 loss_bbox_3: 0.1919 loss_giou_3: 0.3619 loss_ce_4: 0.2887 loss_bbox_4: 0.1881 loss_giou_4: 0.3502 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:22] d2.utils.events INFO: eta: 18:19:37 iter: 215279 total_loss: 5.682 loss_ce: 0.2977 loss_bbox: 0.19 loss_giou: 0.3105 loss_ce_0: 0.5056 loss_bbox_0: 0.3271 loss_giou_0: 0.4928 loss_ce_1: 0.4141 loss_bbox_1: 0.2213 loss_giou_1: 0.3588 loss_ce_2: 0.3359 loss_bbox_2: 0.2008 loss_giou_2: 0.3288 loss_ce_3: 0.2998 loss_bbox_3: 0.1976 loss_giou_3: 0.3157 loss_ce_4: 0.2996 loss_bbox_4: 0.1931 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:27] d2.utils.events INFO: eta: 18:19:37 iter: 215299 total_loss: 5.802 loss_ce: 0.2939 loss_bbox: 0.1852 loss_giou: 0.3481 loss_ce_0: 0.5124 loss_bbox_0: 0.3081 loss_giou_0: 0.5345 loss_ce_1: 0.4149 loss_bbox_1: 0.2241 loss_giou_1: 0.391 loss_ce_2: 0.3426 loss_bbox_2: 0.2029 loss_giou_2: 0.3623 loss_ce_3: 0.3081 loss_bbox_3: 0.1965 loss_giou_3: 0.3552 loss_ce_4: 0.306 loss_bbox_4: 0.1861 loss_giou_4: 0.3477 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:33] d2.utils.events INFO: eta: 18:19:42 iter: 215319 total_loss: 5.51 loss_ce: 0.2704 loss_bbox: 0.1697 loss_giou: 0.3249 loss_ce_0: 0.5001 loss_bbox_0: 0.3106 loss_giou_0: 0.506 loss_ce_1: 0.3965 loss_bbox_1: 0.2083 loss_giou_1: 0.3801 loss_ce_2: 0.3157 loss_bbox_2: 0.1848 loss_giou_2: 0.3471 loss_ce_3: 0.2793 loss_bbox_3: 0.177 loss_giou_3: 0.3402 loss_ce_4: 0.2734 loss_bbox_4: 0.1701 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:39] d2.utils.events INFO: eta: 18:19:46 iter: 215339 total_loss: 5.676 loss_ce: 0.2755 loss_bbox: 0.1851 loss_giou: 0.3396 loss_ce_0: 0.5081 loss_bbox_0: 0.3125 loss_giou_0: 0.5036 loss_ce_1: 0.3931 loss_bbox_1: 0.2163 loss_giou_1: 0.3819 loss_ce_2: 0.3238 loss_bbox_2: 0.1984 loss_giou_2: 0.3603 loss_ce_3: 0.2908 loss_bbox_3: 0.1908 loss_giou_3: 0.3503 loss_ce_4: 0.2767 loss_bbox_4: 0.1874 loss_giou_4: 0.3439 time: 0.2800 data_time: 0.0163 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:44] d2.utils.events INFO: eta: 18:19:24 iter: 215359 total_loss: 5.542 loss_ce: 0.2577 loss_bbox: 0.1773 loss_giou: 0.3165 loss_ce_0: 0.4795 loss_bbox_0: 0.3185 loss_giou_0: 0.5082 loss_ce_1: 0.3727 loss_bbox_1: 0.212 loss_giou_1: 0.3663 loss_ce_2: 0.3052 loss_bbox_2: 0.1909 loss_giou_2: 0.3327 loss_ce_3: 0.2749 loss_bbox_3: 0.1852 loss_giou_3: 0.32 loss_ce_4: 0.2609 loss_bbox_4: 0.182 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:50] d2.utils.events INFO: eta: 18:19:25 iter: 215379 total_loss: 5.011 loss_ce: 0.2443 loss_bbox: 0.162 loss_giou: 0.2974 loss_ce_0: 0.4492 loss_bbox_0: 0.2876 loss_giou_0: 0.4571 loss_ce_1: 0.3537 loss_bbox_1: 0.204 loss_giou_1: 0.3501 loss_ce_2: 0.2865 loss_bbox_2: 0.1763 loss_giou_2: 0.3231 loss_ce_3: 0.2561 loss_bbox_3: 0.1677 loss_giou_3: 0.3138 loss_ce_4: 0.2475 loss_bbox_4: 0.1628 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 06:46:56] d2.utils.events INFO: eta: 18:19:13 iter: 215399 total_loss: 5.798 loss_ce: 0.3086 loss_bbox: 0.1852 loss_giou: 0.3471 loss_ce_0: 0.4876 loss_bbox_0: 0.3073 loss_giou_0: 0.5205 loss_ce_1: 0.3857 loss_bbox_1: 0.2213 loss_giou_1: 0.3927 loss_ce_2: 0.3308 loss_bbox_2: 0.202 loss_giou_2: 0.3637 loss_ce_3: 0.3017 loss_bbox_3: 0.1908 loss_giou_3: 0.3598 loss_ce_4: 0.2928 loss_bbox_4: 0.1882 loss_giou_4: 0.3519 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:01] d2.utils.events INFO: eta: 18:18:39 iter: 215419 total_loss: 5.597 loss_ce: 0.2898 loss_bbox: 0.1786 loss_giou: 0.3235 loss_ce_0: 0.5065 loss_bbox_0: 0.3107 loss_giou_0: 0.4908 loss_ce_1: 0.3951 loss_bbox_1: 0.2153 loss_giou_1: 0.3731 loss_ce_2: 0.3293 loss_bbox_2: 0.194 loss_giou_2: 0.3478 loss_ce_3: 0.2978 loss_bbox_3: 0.1886 loss_giou_3: 0.3358 loss_ce_4: 0.289 loss_bbox_4: 0.1822 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:07] d2.utils.events INFO: eta: 18:19:18 iter: 215439 total_loss: 5.755 loss_ce: 0.2993 loss_bbox: 0.1834 loss_giou: 0.3284 loss_ce_0: 0.522 loss_bbox_0: 0.3147 loss_giou_0: 0.53 loss_ce_1: 0.4066 loss_bbox_1: 0.2165 loss_giou_1: 0.372 loss_ce_2: 0.3452 loss_bbox_2: 0.1974 loss_giou_2: 0.3463 loss_ce_3: 0.3284 loss_bbox_3: 0.1848 loss_giou_3: 0.3385 loss_ce_4: 0.3015 loss_bbox_4: 0.1837 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:13] d2.utils.events INFO: eta: 18:19:04 iter: 215459 total_loss: 5.415 loss_ce: 0.2842 loss_bbox: 0.174 loss_giou: 0.332 loss_ce_0: 0.4866 loss_bbox_0: 0.3009 loss_giou_0: 0.4976 loss_ce_1: 0.3834 loss_bbox_1: 0.2088 loss_giou_1: 0.37 loss_ce_2: 0.3124 loss_bbox_2: 0.1899 loss_giou_2: 0.3533 loss_ce_3: 0.2936 loss_bbox_3: 0.1844 loss_giou_3: 0.3379 loss_ce_4: 0.2871 loss_bbox_4: 0.1794 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:18] d2.utils.events INFO: eta: 18:18:54 iter: 215479 total_loss: 5.694 loss_ce: 0.271 loss_bbox: 0.1878 loss_giou: 0.3307 loss_ce_0: 0.5113 loss_bbox_0: 0.3185 loss_giou_0: 0.5092 loss_ce_1: 0.3939 loss_bbox_1: 0.2235 loss_giou_1: 0.3749 loss_ce_2: 0.3238 loss_bbox_2: 0.2014 loss_giou_2: 0.3449 loss_ce_3: 0.2814 loss_bbox_3: 0.1968 loss_giou_3: 0.3357 loss_ce_4: 0.2879 loss_bbox_4: 0.1944 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:24] d2.utils.events INFO: eta: 18:18:45 iter: 215499 total_loss: 5.764 loss_ce: 0.3037 loss_bbox: 0.1848 loss_giou: 0.3322 loss_ce_0: 0.4996 loss_bbox_0: 0.3161 loss_giou_0: 0.507 loss_ce_1: 0.3969 loss_bbox_1: 0.2213 loss_giou_1: 0.3783 loss_ce_2: 0.3332 loss_bbox_2: 0.2031 loss_giou_2: 0.3518 loss_ce_3: 0.3032 loss_bbox_3: 0.1972 loss_giou_3: 0.3465 loss_ce_4: 0.2949 loss_bbox_4: 0.1888 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:30] d2.utils.events INFO: eta: 18:19:05 iter: 215519 total_loss: 5.693 loss_ce: 0.2897 loss_bbox: 0.1781 loss_giou: 0.3362 loss_ce_0: 0.5013 loss_bbox_0: 0.3095 loss_giou_0: 0.5212 loss_ce_1: 0.3922 loss_bbox_1: 0.2166 loss_giou_1: 0.3871 loss_ce_2: 0.3385 loss_bbox_2: 0.1945 loss_giou_2: 0.3547 loss_ce_3: 0.3016 loss_bbox_3: 0.1898 loss_giou_3: 0.349 loss_ce_4: 0.2907 loss_bbox_4: 0.1837 loss_giou_4: 0.3414 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:36] d2.utils.events INFO: eta: 18:19:16 iter: 215539 total_loss: 5.875 loss_ce: 0.2923 loss_bbox: 0.1832 loss_giou: 0.3624 loss_ce_0: 0.4891 loss_bbox_0: 0.3174 loss_giou_0: 0.5693 loss_ce_1: 0.3902 loss_bbox_1: 0.2251 loss_giou_1: 0.4158 loss_ce_2: 0.3379 loss_bbox_2: 0.1996 loss_giou_2: 0.3784 loss_ce_3: 0.3108 loss_bbox_3: 0.1953 loss_giou_3: 0.3744 loss_ce_4: 0.2952 loss_bbox_4: 0.1887 loss_giou_4: 0.3638 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:41] d2.utils.events INFO: eta: 18:18:35 iter: 215559 total_loss: 6.003 loss_ce: 0.2892 loss_bbox: 0.1992 loss_giou: 0.3603 loss_ce_0: 0.4985 loss_bbox_0: 0.3338 loss_giou_0: 0.5581 loss_ce_1: 0.4051 loss_bbox_1: 0.2387 loss_giou_1: 0.4132 loss_ce_2: 0.3301 loss_bbox_2: 0.215 loss_giou_2: 0.3793 loss_ce_3: 0.3039 loss_bbox_3: 0.2069 loss_giou_3: 0.369 loss_ce_4: 0.2937 loss_bbox_4: 0.2037 loss_giou_4: 0.3648 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:47] d2.utils.events INFO: eta: 18:18:15 iter: 215579 total_loss: 5.612 loss_ce: 0.2831 loss_bbox: 0.1852 loss_giou: 0.3384 loss_ce_0: 0.5102 loss_bbox_0: 0.3192 loss_giou_0: 0.5341 loss_ce_1: 0.4047 loss_bbox_1: 0.223 loss_giou_1: 0.3851 loss_ce_2: 0.335 loss_bbox_2: 0.1995 loss_giou_2: 0.3529 loss_ce_3: 0.2975 loss_bbox_3: 0.1934 loss_giou_3: 0.3513 loss_ce_4: 0.2791 loss_bbox_4: 0.195 loss_giou_4: 0.3437 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:53] d2.utils.events INFO: eta: 18:18:28 iter: 215599 total_loss: 5.604 loss_ce: 0.2795 loss_bbox: 0.1876 loss_giou: 0.3537 loss_ce_0: 0.5043 loss_bbox_0: 0.3174 loss_giou_0: 0.5401 loss_ce_1: 0.393 loss_bbox_1: 0.2161 loss_giou_1: 0.3971 loss_ce_2: 0.3327 loss_bbox_2: 0.1958 loss_giou_2: 0.3737 loss_ce_3: 0.2978 loss_bbox_3: 0.1947 loss_giou_3: 0.3642 loss_ce_4: 0.2853 loss_bbox_4: 0.19 loss_giou_4: 0.3562 time: 0.2800 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 06:47:58] d2.utils.events INFO: eta: 18:18:58 iter: 215619 total_loss: 5.944 loss_ce: 0.3013 loss_bbox: 0.205 loss_giou: 0.3431 loss_ce_0: 0.494 loss_bbox_0: 0.3097 loss_giou_0: 0.5273 loss_ce_1: 0.3972 loss_bbox_1: 0.2245 loss_giou_1: 0.3948 loss_ce_2: 0.3287 loss_bbox_2: 0.2123 loss_giou_2: 0.3637 loss_ce_3: 0.2927 loss_bbox_3: 0.2089 loss_giou_3: 0.351 loss_ce_4: 0.3019 loss_bbox_4: 0.2044 loss_giou_4: 0.3464 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:04] d2.utils.events INFO: eta: 18:18:53 iter: 215639 total_loss: 5.835 loss_ce: 0.2767 loss_bbox: 0.1926 loss_giou: 0.3468 loss_ce_0: 0.4825 loss_bbox_0: 0.3189 loss_giou_0: 0.5372 loss_ce_1: 0.3831 loss_bbox_1: 0.2245 loss_giou_1: 0.3899 loss_ce_2: 0.3196 loss_bbox_2: 0.206 loss_giou_2: 0.3642 loss_ce_3: 0.2852 loss_bbox_3: 0.1974 loss_giou_3: 0.3565 loss_ce_4: 0.2826 loss_bbox_4: 0.1949 loss_giou_4: 0.3564 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:10] d2.utils.events INFO: eta: 18:19:03 iter: 215659 total_loss: 5.746 loss_ce: 0.2758 loss_bbox: 0.2024 loss_giou: 0.3299 loss_ce_0: 0.4958 loss_bbox_0: 0.3392 loss_giou_0: 0.5192 loss_ce_1: 0.3865 loss_bbox_1: 0.2426 loss_giou_1: 0.3844 loss_ce_2: 0.3357 loss_bbox_2: 0.2194 loss_giou_2: 0.3477 loss_ce_3: 0.2968 loss_bbox_3: 0.2095 loss_giou_3: 0.3378 loss_ce_4: 0.2863 loss_bbox_4: 0.2066 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:16] d2.utils.events INFO: eta: 18:19:06 iter: 215679 total_loss: 5.494 loss_ce: 0.2576 loss_bbox: 0.1723 loss_giou: 0.3437 loss_ce_0: 0.4798 loss_bbox_0: 0.2976 loss_giou_0: 0.5162 loss_ce_1: 0.3719 loss_bbox_1: 0.2037 loss_giou_1: 0.3753 loss_ce_2: 0.3063 loss_bbox_2: 0.1873 loss_giou_2: 0.3525 loss_ce_3: 0.2785 loss_bbox_3: 0.1808 loss_giou_3: 0.3445 loss_ce_4: 0.2639 loss_bbox_4: 0.1738 loss_giou_4: 0.347 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:21] d2.utils.events INFO: eta: 18:19:13 iter: 215699 total_loss: 5.589 loss_ce: 0.2987 loss_bbox: 0.1818 loss_giou: 0.3211 loss_ce_0: 0.5099 loss_bbox_0: 0.317 loss_giou_0: 0.503 loss_ce_1: 0.4082 loss_bbox_1: 0.2197 loss_giou_1: 0.3707 loss_ce_2: 0.3481 loss_bbox_2: 0.1975 loss_giou_2: 0.336 loss_ce_3: 0.3066 loss_bbox_3: 0.1884 loss_giou_3: 0.3237 loss_ce_4: 0.2929 loss_bbox_4: 0.1853 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:27] d2.utils.events INFO: eta: 18:19:17 iter: 215719 total_loss: 5.699 loss_ce: 0.2791 loss_bbox: 0.1876 loss_giou: 0.3397 loss_ce_0: 0.5008 loss_bbox_0: 0.3165 loss_giou_0: 0.5229 loss_ce_1: 0.4085 loss_bbox_1: 0.2143 loss_giou_1: 0.3906 loss_ce_2: 0.3363 loss_bbox_2: 0.1966 loss_giou_2: 0.3574 loss_ce_3: 0.2975 loss_bbox_3: 0.1906 loss_giou_3: 0.3477 loss_ce_4: 0.2911 loss_bbox_4: 0.1905 loss_giou_4: 0.3486 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:33] d2.utils.events INFO: eta: 18:19:13 iter: 215739 total_loss: 5.36 loss_ce: 0.2657 loss_bbox: 0.1746 loss_giou: 0.3228 loss_ce_0: 0.4861 loss_bbox_0: 0.2915 loss_giou_0: 0.506 loss_ce_1: 0.3699 loss_bbox_1: 0.2044 loss_giou_1: 0.369 loss_ce_2: 0.3083 loss_bbox_2: 0.1851 loss_giou_2: 0.3344 loss_ce_3: 0.2773 loss_bbox_3: 0.1789 loss_giou_3: 0.3245 loss_ce_4: 0.271 loss_bbox_4: 0.1755 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:38] d2.utils.events INFO: eta: 18:19:06 iter: 215759 total_loss: 5.638 loss_ce: 0.2761 loss_bbox: 0.1821 loss_giou: 0.3473 loss_ce_0: 0.4949 loss_bbox_0: 0.3042 loss_giou_0: 0.5226 loss_ce_1: 0.3889 loss_bbox_1: 0.2126 loss_giou_1: 0.3931 loss_ce_2: 0.3242 loss_bbox_2: 0.1921 loss_giou_2: 0.3704 loss_ce_3: 0.3052 loss_bbox_3: 0.1857 loss_giou_3: 0.3493 loss_ce_4: 0.2869 loss_bbox_4: 0.1843 loss_giou_4: 0.3488 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:44] d2.utils.events INFO: eta: 18:19:00 iter: 215779 total_loss: 5.394 loss_ce: 0.2487 loss_bbox: 0.184 loss_giou: 0.3192 loss_ce_0: 0.469 loss_bbox_0: 0.3026 loss_giou_0: 0.495 loss_ce_1: 0.3606 loss_bbox_1: 0.2089 loss_giou_1: 0.3646 loss_ce_2: 0.2934 loss_bbox_2: 0.1913 loss_giou_2: 0.3366 loss_ce_3: 0.2618 loss_bbox_3: 0.185 loss_giou_3: 0.3272 loss_ce_4: 0.2477 loss_bbox_4: 0.1853 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:50] d2.utils.events INFO: eta: 18:18:29 iter: 215799 total_loss: 5.793 loss_ce: 0.2706 loss_bbox: 0.1838 loss_giou: 0.3354 loss_ce_0: 0.5061 loss_bbox_0: 0.305 loss_giou_0: 0.5233 loss_ce_1: 0.3991 loss_bbox_1: 0.2151 loss_giou_1: 0.3933 loss_ce_2: 0.3272 loss_bbox_2: 0.1931 loss_giou_2: 0.3614 loss_ce_3: 0.2858 loss_bbox_3: 0.1962 loss_giou_3: 0.3466 loss_ce_4: 0.2704 loss_bbox_4: 0.1875 loss_giou_4: 0.3397 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 06:48:55] d2.utils.events INFO: eta: 18:18:09 iter: 215819 total_loss: 5.882 loss_ce: 0.2862 loss_bbox: 0.175 loss_giou: 0.3551 loss_ce_0: 0.5009 loss_bbox_0: 0.2982 loss_giou_0: 0.5403 loss_ce_1: 0.4049 loss_bbox_1: 0.2029 loss_giou_1: 0.3973 loss_ce_2: 0.3467 loss_bbox_2: 0.1868 loss_giou_2: 0.3618 loss_ce_3: 0.3003 loss_bbox_3: 0.1747 loss_giou_3: 0.3507 loss_ce_4: 0.3007 loss_bbox_4: 0.1757 loss_giou_4: 0.3564 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:01] d2.utils.events INFO: eta: 18:18:04 iter: 215839 total_loss: 5.566 loss_ce: 0.2839 loss_bbox: 0.1767 loss_giou: 0.3243 loss_ce_0: 0.482 loss_bbox_0: 0.2948 loss_giou_0: 0.5032 loss_ce_1: 0.3866 loss_bbox_1: 0.214 loss_giou_1: 0.3769 loss_ce_2: 0.321 loss_bbox_2: 0.1908 loss_giou_2: 0.3466 loss_ce_3: 0.2993 loss_bbox_3: 0.184 loss_giou_3: 0.3362 loss_ce_4: 0.2898 loss_bbox_4: 0.1791 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:07] d2.utils.events INFO: eta: 18:17:51 iter: 215859 total_loss: 5.649 loss_ce: 0.3027 loss_bbox: 0.189 loss_giou: 0.3172 loss_ce_0: 0.4704 loss_bbox_0: 0.3075 loss_giou_0: 0.4874 loss_ce_1: 0.392 loss_bbox_1: 0.2166 loss_giou_1: 0.3548 loss_ce_2: 0.3381 loss_bbox_2: 0.2075 loss_giou_2: 0.3355 loss_ce_3: 0.3043 loss_bbox_3: 0.1896 loss_giou_3: 0.3286 loss_ce_4: 0.2985 loss_bbox_4: 0.1867 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:12] d2.utils.events INFO: eta: 18:17:48 iter: 215879 total_loss: 5.56 loss_ce: 0.2627 loss_bbox: 0.1939 loss_giou: 0.3278 loss_ce_0: 0.4882 loss_bbox_0: 0.3126 loss_giou_0: 0.5082 loss_ce_1: 0.366 loss_bbox_1: 0.2227 loss_giou_1: 0.3734 loss_ce_2: 0.3124 loss_bbox_2: 0.2041 loss_giou_2: 0.3423 loss_ce_3: 0.2758 loss_bbox_3: 0.2029 loss_giou_3: 0.332 loss_ce_4: 0.2588 loss_bbox_4: 0.197 loss_giou_4: 0.3348 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:18] d2.utils.events INFO: eta: 18:17:25 iter: 215899 total_loss: 5.668 loss_ce: 0.3195 loss_bbox: 0.1881 loss_giou: 0.3151 loss_ce_0: 0.494 loss_bbox_0: 0.3188 loss_giou_0: 0.5105 loss_ce_1: 0.392 loss_bbox_1: 0.2252 loss_giou_1: 0.374 loss_ce_2: 0.3465 loss_bbox_2: 0.2069 loss_giou_2: 0.3359 loss_ce_3: 0.3271 loss_bbox_3: 0.1973 loss_giou_3: 0.3216 loss_ce_4: 0.3237 loss_bbox_4: 0.1918 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:24] d2.utils.events INFO: eta: 18:16:58 iter: 215919 total_loss: 5.609 loss_ce: 0.2615 loss_bbox: 0.1639 loss_giou: 0.3529 loss_ce_0: 0.4762 loss_bbox_0: 0.2944 loss_giou_0: 0.5487 loss_ce_1: 0.3637 loss_bbox_1: 0.1926 loss_giou_1: 0.4044 loss_ce_2: 0.3084 loss_bbox_2: 0.1774 loss_giou_2: 0.3748 loss_ce_3: 0.2802 loss_bbox_3: 0.1667 loss_giou_3: 0.3629 loss_ce_4: 0.2663 loss_bbox_4: 0.1657 loss_giou_4: 0.3566 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:29] d2.utils.events INFO: eta: 18:17:14 iter: 215939 total_loss: 5.636 loss_ce: 0.2683 loss_bbox: 0.1899 loss_giou: 0.3442 loss_ce_0: 0.4779 loss_bbox_0: 0.3136 loss_giou_0: 0.5218 loss_ce_1: 0.3709 loss_bbox_1: 0.2221 loss_giou_1: 0.396 loss_ce_2: 0.3007 loss_bbox_2: 0.2147 loss_giou_2: 0.3598 loss_ce_3: 0.2743 loss_bbox_3: 0.2002 loss_giou_3: 0.3539 loss_ce_4: 0.2752 loss_bbox_4: 0.195 loss_giou_4: 0.3481 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:35] d2.utils.events INFO: eta: 18:16:43 iter: 215959 total_loss: 5.554 loss_ce: 0.2778 loss_bbox: 0.183 loss_giou: 0.3142 loss_ce_0: 0.4726 loss_bbox_0: 0.3146 loss_giou_0: 0.4824 loss_ce_1: 0.385 loss_bbox_1: 0.2163 loss_giou_1: 0.3625 loss_ce_2: 0.3241 loss_bbox_2: 0.1998 loss_giou_2: 0.3326 loss_ce_3: 0.2919 loss_bbox_3: 0.1893 loss_giou_3: 0.3234 loss_ce_4: 0.2809 loss_bbox_4: 0.1813 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:41] d2.utils.events INFO: eta: 18:16:30 iter: 215979 total_loss: 5.82 loss_ce: 0.2831 loss_bbox: 0.181 loss_giou: 0.327 loss_ce_0: 0.504 loss_bbox_0: 0.3067 loss_giou_0: 0.5185 loss_ce_1: 0.3883 loss_bbox_1: 0.2063 loss_giou_1: 0.3886 loss_ce_2: 0.3281 loss_bbox_2: 0.1911 loss_giou_2: 0.3513 loss_ce_3: 0.3021 loss_bbox_3: 0.1919 loss_giou_3: 0.3416 loss_ce_4: 0.2887 loss_bbox_4: 0.1865 loss_giou_4: 0.3334 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:46] d2.utils.events INFO: eta: 18:16:27 iter: 215999 total_loss: 5.879 loss_ce: 0.277 loss_bbox: 0.1903 loss_giou: 0.3393 loss_ce_0: 0.4883 loss_bbox_0: 0.3059 loss_giou_0: 0.5194 loss_ce_1: 0.3837 loss_bbox_1: 0.2205 loss_giou_1: 0.3869 loss_ce_2: 0.3152 loss_bbox_2: 0.2032 loss_giou_2: 0.3579 loss_ce_3: 0.2985 loss_bbox_3: 0.2026 loss_giou_3: 0.3438 loss_ce_4: 0.281 loss_bbox_4: 0.1948 loss_giou_4: 0.3397 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:52] d2.utils.events INFO: eta: 18:16:22 iter: 216019 total_loss: 5.41 loss_ce: 0.2712 loss_bbox: 0.1704 loss_giou: 0.3362 loss_ce_0: 0.4902 loss_bbox_0: 0.3069 loss_giou_0: 0.4947 loss_ce_1: 0.3739 loss_bbox_1: 0.206 loss_giou_1: 0.3735 loss_ce_2: 0.3189 loss_bbox_2: 0.1817 loss_giou_2: 0.3469 loss_ce_3: 0.2873 loss_bbox_3: 0.1786 loss_giou_3: 0.3414 loss_ce_4: 0.2799 loss_bbox_4: 0.1744 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 06:49:58] d2.utils.events INFO: eta: 18:16:24 iter: 216039 total_loss: 5.764 loss_ce: 0.2946 loss_bbox: 0.1833 loss_giou: 0.3373 loss_ce_0: 0.4934 loss_bbox_0: 0.3103 loss_giou_0: 0.5273 loss_ce_1: 0.3896 loss_bbox_1: 0.2095 loss_giou_1: 0.3913 loss_ce_2: 0.3345 loss_bbox_2: 0.1881 loss_giou_2: 0.3622 loss_ce_3: 0.299 loss_bbox_3: 0.1842 loss_giou_3: 0.3407 loss_ce_4: 0.2919 loss_bbox_4: 0.1837 loss_giou_4: 0.3359 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:03] d2.utils.events INFO: eta: 18:16:18 iter: 216059 total_loss: 5.505 loss_ce: 0.2628 loss_bbox: 0.1849 loss_giou: 0.3484 loss_ce_0: 0.4841 loss_bbox_0: 0.3028 loss_giou_0: 0.5176 loss_ce_1: 0.3731 loss_bbox_1: 0.2157 loss_giou_1: 0.39 loss_ce_2: 0.3118 loss_bbox_2: 0.2022 loss_giou_2: 0.3587 loss_ce_3: 0.2727 loss_bbox_3: 0.1904 loss_giou_3: 0.3528 loss_ce_4: 0.2625 loss_bbox_4: 0.1833 loss_giou_4: 0.3498 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:09] d2.utils.events INFO: eta: 18:16:13 iter: 216079 total_loss: 5.173 loss_ce: 0.2656 loss_bbox: 0.1666 loss_giou: 0.3217 loss_ce_0: 0.4752 loss_bbox_0: 0.2943 loss_giou_0: 0.4968 loss_ce_1: 0.3594 loss_bbox_1: 0.1896 loss_giou_1: 0.3598 loss_ce_2: 0.3067 loss_bbox_2: 0.1718 loss_giou_2: 0.3346 loss_ce_3: 0.2756 loss_bbox_3: 0.1672 loss_giou_3: 0.326 loss_ce_4: 0.2665 loss_bbox_4: 0.1643 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:15] d2.utils.events INFO: eta: 18:16:20 iter: 216099 total_loss: 5.415 loss_ce: 0.2707 loss_bbox: 0.1707 loss_giou: 0.3263 loss_ce_0: 0.4839 loss_bbox_0: 0.2992 loss_giou_0: 0.5042 loss_ce_1: 0.3712 loss_bbox_1: 0.2036 loss_giou_1: 0.3727 loss_ce_2: 0.3213 loss_bbox_2: 0.1886 loss_giou_2: 0.3444 loss_ce_3: 0.2873 loss_bbox_3: 0.1821 loss_giou_3: 0.3312 loss_ce_4: 0.2796 loss_bbox_4: 0.1756 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:21] d2.utils.events INFO: eta: 18:16:08 iter: 216119 total_loss: 5.709 loss_ce: 0.2895 loss_bbox: 0.2028 loss_giou: 0.3316 loss_ce_0: 0.4985 loss_bbox_0: 0.3239 loss_giou_0: 0.5071 loss_ce_1: 0.3983 loss_bbox_1: 0.2334 loss_giou_1: 0.3798 loss_ce_2: 0.3299 loss_bbox_2: 0.2158 loss_giou_2: 0.3505 loss_ce_3: 0.3034 loss_bbox_3: 0.21 loss_giou_3: 0.3412 loss_ce_4: 0.291 loss_bbox_4: 0.2037 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:26] d2.utils.events INFO: eta: 18:15:52 iter: 216139 total_loss: 5.756 loss_ce: 0.2743 loss_bbox: 0.1793 loss_giou: 0.3634 loss_ce_0: 0.478 loss_bbox_0: 0.3084 loss_giou_0: 0.5462 loss_ce_1: 0.3799 loss_bbox_1: 0.2055 loss_giou_1: 0.4204 loss_ce_2: 0.323 loss_bbox_2: 0.1878 loss_giou_2: 0.3796 loss_ce_3: 0.2955 loss_bbox_3: 0.1792 loss_giou_3: 0.3725 loss_ce_4: 0.2772 loss_bbox_4: 0.1794 loss_giou_4: 0.367 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:32] d2.utils.events INFO: eta: 18:16:12 iter: 216159 total_loss: 5.755 loss_ce: 0.2776 loss_bbox: 0.1928 loss_giou: 0.3344 loss_ce_0: 0.4938 loss_bbox_0: 0.3245 loss_giou_0: 0.5029 loss_ce_1: 0.401 loss_bbox_1: 0.2235 loss_giou_1: 0.3824 loss_ce_2: 0.3287 loss_bbox_2: 0.2038 loss_giou_2: 0.3515 loss_ce_3: 0.2947 loss_bbox_3: 0.2034 loss_giou_3: 0.3449 loss_ce_4: 0.2883 loss_bbox_4: 0.1918 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:38] d2.utils.events INFO: eta: 18:16:35 iter: 216179 total_loss: 5.434 loss_ce: 0.2687 loss_bbox: 0.1762 loss_giou: 0.3403 loss_ce_0: 0.4992 loss_bbox_0: 0.3144 loss_giou_0: 0.5139 loss_ce_1: 0.3813 loss_bbox_1: 0.2134 loss_giou_1: 0.384 loss_ce_2: 0.3196 loss_bbox_2: 0.194 loss_giou_2: 0.3544 loss_ce_3: 0.2924 loss_bbox_3: 0.1818 loss_giou_3: 0.3409 loss_ce_4: 0.2744 loss_bbox_4: 0.1746 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:43] d2.utils.events INFO: eta: 18:16:17 iter: 216199 total_loss: 5.23 loss_ce: 0.2726 loss_bbox: 0.1872 loss_giou: 0.3117 loss_ce_0: 0.4802 loss_bbox_0: 0.3122 loss_giou_0: 0.4665 loss_ce_1: 0.3633 loss_bbox_1: 0.2214 loss_giou_1: 0.3602 loss_ce_2: 0.3041 loss_bbox_2: 0.2005 loss_giou_2: 0.3313 loss_ce_3: 0.2715 loss_bbox_3: 0.1928 loss_giou_3: 0.3177 loss_ce_4: 0.2659 loss_bbox_4: 0.19 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:49] d2.utils.events INFO: eta: 18:15:55 iter: 216219 total_loss: 5.631 loss_ce: 0.268 loss_bbox: 0.1728 loss_giou: 0.3315 loss_ce_0: 0.4908 loss_bbox_0: 0.311 loss_giou_0: 0.51 loss_ce_1: 0.3678 loss_bbox_1: 0.2034 loss_giou_1: 0.3757 loss_ce_2: 0.3013 loss_bbox_2: 0.1917 loss_giou_2: 0.3542 loss_ce_3: 0.2741 loss_bbox_3: 0.1777 loss_giou_3: 0.3411 loss_ce_4: 0.2674 loss_bbox_4: 0.175 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 06:50:55] d2.utils.events INFO: eta: 18:15:49 iter: 216239 total_loss: 5.448 loss_ce: 0.2861 loss_bbox: 0.1718 loss_giou: 0.3272 loss_ce_0: 0.481 loss_bbox_0: 0.2965 loss_giou_0: 0.513 loss_ce_1: 0.3895 loss_bbox_1: 0.2081 loss_giou_1: 0.3884 loss_ce_2: 0.3216 loss_bbox_2: 0.1844 loss_giou_2: 0.3542 loss_ce_3: 0.2935 loss_bbox_3: 0.1724 loss_giou_3: 0.3427 loss_ce_4: 0.2865 loss_bbox_4: 0.1738 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:00] d2.utils.events INFO: eta: 18:15:10 iter: 216259 total_loss: 5.588 loss_ce: 0.2689 loss_bbox: 0.1817 loss_giou: 0.3327 loss_ce_0: 0.4766 loss_bbox_0: 0.304 loss_giou_0: 0.4883 loss_ce_1: 0.379 loss_bbox_1: 0.2131 loss_giou_1: 0.3646 loss_ce_2: 0.321 loss_bbox_2: 0.1856 loss_giou_2: 0.3371 loss_ce_3: 0.2848 loss_bbox_3: 0.1815 loss_giou_3: 0.3301 loss_ce_4: 0.2723 loss_bbox_4: 0.1851 loss_giou_4: 0.3294 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:06] d2.utils.events INFO: eta: 18:15:04 iter: 216279 total_loss: 5.671 loss_ce: 0.2945 loss_bbox: 0.1837 loss_giou: 0.3279 loss_ce_0: 0.4891 loss_bbox_0: 0.3143 loss_giou_0: 0.4965 loss_ce_1: 0.394 loss_bbox_1: 0.2181 loss_giou_1: 0.367 loss_ce_2: 0.3309 loss_bbox_2: 0.1946 loss_giou_2: 0.3463 loss_ce_3: 0.3032 loss_bbox_3: 0.1887 loss_giou_3: 0.3367 loss_ce_4: 0.2932 loss_bbox_4: 0.18 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:12] d2.utils.events INFO: eta: 18:15:32 iter: 216299 total_loss: 5.571 loss_ce: 0.2674 loss_bbox: 0.202 loss_giou: 0.3321 loss_ce_0: 0.4951 loss_bbox_0: 0.3111 loss_giou_0: 0.5287 loss_ce_1: 0.3709 loss_bbox_1: 0.2186 loss_giou_1: 0.3873 loss_ce_2: 0.3137 loss_bbox_2: 0.21 loss_giou_2: 0.348 loss_ce_3: 0.2769 loss_bbox_3: 0.2053 loss_giou_3: 0.3383 loss_ce_4: 0.2598 loss_bbox_4: 0.2031 loss_giou_4: 0.3394 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:17] d2.utils.events INFO: eta: 18:15:19 iter: 216319 total_loss: 5.635 loss_ce: 0.2712 loss_bbox: 0.177 loss_giou: 0.344 loss_ce_0: 0.4998 loss_bbox_0: 0.3027 loss_giou_0: 0.5209 loss_ce_1: 0.4001 loss_bbox_1: 0.208 loss_giou_1: 0.3892 loss_ce_2: 0.3181 loss_bbox_2: 0.1902 loss_giou_2: 0.3588 loss_ce_3: 0.2857 loss_bbox_3: 0.182 loss_giou_3: 0.3528 loss_ce_4: 0.2715 loss_bbox_4: 0.1773 loss_giou_4: 0.3453 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:23] d2.utils.events INFO: eta: 18:14:47 iter: 216339 total_loss: 5.62 loss_ce: 0.2929 loss_bbox: 0.1788 loss_giou: 0.3388 loss_ce_0: 0.497 loss_bbox_0: 0.3098 loss_giou_0: 0.5135 loss_ce_1: 0.3869 loss_bbox_1: 0.2166 loss_giou_1: 0.3839 loss_ce_2: 0.3205 loss_bbox_2: 0.1973 loss_giou_2: 0.3493 loss_ce_3: 0.3075 loss_bbox_3: 0.1861 loss_giou_3: 0.3546 loss_ce_4: 0.2925 loss_bbox_4: 0.1782 loss_giou_4: 0.347 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:29] d2.utils.events INFO: eta: 18:15:30 iter: 216359 total_loss: 5.375 loss_ce: 0.2638 loss_bbox: 0.1722 loss_giou: 0.3257 loss_ce_0: 0.4789 loss_bbox_0: 0.3011 loss_giou_0: 0.5081 loss_ce_1: 0.367 loss_bbox_1: 0.209 loss_giou_1: 0.3795 loss_ce_2: 0.3068 loss_bbox_2: 0.1969 loss_giou_2: 0.3389 loss_ce_3: 0.281 loss_bbox_3: 0.1758 loss_giou_3: 0.3334 loss_ce_4: 0.27 loss_bbox_4: 0.1716 loss_giou_4: 0.3288 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:34] d2.utils.events INFO: eta: 18:15:20 iter: 216379 total_loss: 5.579 loss_ce: 0.278 loss_bbox: 0.1691 loss_giou: 0.3303 loss_ce_0: 0.4772 loss_bbox_0: 0.3018 loss_giou_0: 0.5284 loss_ce_1: 0.3758 loss_bbox_1: 0.1967 loss_giou_1: 0.3822 loss_ce_2: 0.3315 loss_bbox_2: 0.1844 loss_giou_2: 0.3504 loss_ce_3: 0.2912 loss_bbox_3: 0.1808 loss_giou_3: 0.3438 loss_ce_4: 0.2806 loss_bbox_4: 0.1727 loss_giou_4: 0.3395 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:40] d2.utils.events INFO: eta: 18:15:19 iter: 216399 total_loss: 5.636 loss_ce: 0.2915 loss_bbox: 0.1863 loss_giou: 0.3345 loss_ce_0: 0.4917 loss_bbox_0: 0.3167 loss_giou_0: 0.4964 loss_ce_1: 0.3884 loss_bbox_1: 0.2176 loss_giou_1: 0.376 loss_ce_2: 0.3363 loss_bbox_2: 0.1964 loss_giou_2: 0.35 loss_ce_3: 0.2973 loss_bbox_3: 0.1991 loss_giou_3: 0.3418 loss_ce_4: 0.291 loss_bbox_4: 0.1925 loss_giou_4: 0.3391 time: 0.2800 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:46] d2.utils.events INFO: eta: 18:14:43 iter: 216419 total_loss: 5.381 loss_ce: 0.2827 loss_bbox: 0.1691 loss_giou: 0.3025 loss_ce_0: 0.5057 loss_bbox_0: 0.2958 loss_giou_0: 0.4913 loss_ce_1: 0.3887 loss_bbox_1: 0.1928 loss_giou_1: 0.3523 loss_ce_2: 0.3362 loss_bbox_2: 0.1783 loss_giou_2: 0.3256 loss_ce_3: 0.3001 loss_bbox_3: 0.1715 loss_giou_3: 0.3173 loss_ce_4: 0.2856 loss_bbox_4: 0.1692 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:51] d2.utils.events INFO: eta: 18:14:14 iter: 216439 total_loss: 5.752 loss_ce: 0.3113 loss_bbox: 0.1995 loss_giou: 0.3429 loss_ce_0: 0.4984 loss_bbox_0: 0.3088 loss_giou_0: 0.5138 loss_ce_1: 0.4186 loss_bbox_1: 0.227 loss_giou_1: 0.3941 loss_ce_2: 0.3468 loss_bbox_2: 0.2132 loss_giou_2: 0.3604 loss_ce_3: 0.3214 loss_bbox_3: 0.2075 loss_giou_3: 0.3522 loss_ce_4: 0.3122 loss_bbox_4: 0.2012 loss_giou_4: 0.3511 time: 0.2800 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 06:51:57] d2.utils.events INFO: eta: 18:14:25 iter: 216459 total_loss: 5.929 loss_ce: 0.2973 loss_bbox: 0.1936 loss_giou: 0.35 loss_ce_0: 0.502 loss_bbox_0: 0.3241 loss_giou_0: 0.5129 loss_ce_1: 0.4139 loss_bbox_1: 0.2237 loss_giou_1: 0.3831 loss_ce_2: 0.3451 loss_bbox_2: 0.2093 loss_giou_2: 0.3493 loss_ce_3: 0.3117 loss_bbox_3: 0.2004 loss_giou_3: 0.3473 loss_ce_4: 0.2993 loss_bbox_4: 0.1923 loss_giou_4: 0.3499 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:03] d2.utils.events INFO: eta: 18:14:34 iter: 216479 total_loss: 5.965 loss_ce: 0.2996 loss_bbox: 0.1832 loss_giou: 0.3551 loss_ce_0: 0.5113 loss_bbox_0: 0.3053 loss_giou_0: 0.551 loss_ce_1: 0.4015 loss_bbox_1: 0.2157 loss_giou_1: 0.4143 loss_ce_2: 0.345 loss_bbox_2: 0.1897 loss_giou_2: 0.3755 loss_ce_3: 0.3131 loss_bbox_3: 0.1896 loss_giou_3: 0.3654 loss_ce_4: 0.2948 loss_bbox_4: 0.1853 loss_giou_4: 0.3642 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:08] d2.utils.events INFO: eta: 18:13:57 iter: 216499 total_loss: 5.144 loss_ce: 0.2503 loss_bbox: 0.1751 loss_giou: 0.3176 loss_ce_0: 0.4643 loss_bbox_0: 0.3037 loss_giou_0: 0.4741 loss_ce_1: 0.3625 loss_bbox_1: 0.1971 loss_giou_1: 0.3628 loss_ce_2: 0.2901 loss_bbox_2: 0.1879 loss_giou_2: 0.3315 loss_ce_3: 0.2672 loss_bbox_3: 0.1807 loss_giou_3: 0.3236 loss_ce_4: 0.2502 loss_bbox_4: 0.1789 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:14] d2.utils.events INFO: eta: 18:13:38 iter: 216519 total_loss: 5.681 loss_ce: 0.2791 loss_bbox: 0.1892 loss_giou: 0.3486 loss_ce_0: 0.4945 loss_bbox_0: 0.3309 loss_giou_0: 0.5261 loss_ce_1: 0.3857 loss_bbox_1: 0.2266 loss_giou_1: 0.3988 loss_ce_2: 0.3206 loss_bbox_2: 0.2016 loss_giou_2: 0.3665 loss_ce_3: 0.285 loss_bbox_3: 0.1927 loss_giou_3: 0.3515 loss_ce_4: 0.2881 loss_bbox_4: 0.1923 loss_giou_4: 0.3547 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:20] d2.utils.events INFO: eta: 18:13:20 iter: 216539 total_loss: 5.809 loss_ce: 0.2805 loss_bbox: 0.1678 loss_giou: 0.3668 loss_ce_0: 0.4935 loss_bbox_0: 0.3108 loss_giou_0: 0.5199 loss_ce_1: 0.3813 loss_bbox_1: 0.2074 loss_giou_1: 0.4138 loss_ce_2: 0.3366 loss_bbox_2: 0.1845 loss_giou_2: 0.3863 loss_ce_3: 0.2956 loss_bbox_3: 0.1737 loss_giou_3: 0.3793 loss_ce_4: 0.2845 loss_bbox_4: 0.1724 loss_giou_4: 0.3697 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:25] d2.utils.events INFO: eta: 18:13:28 iter: 216559 total_loss: 5.529 loss_ce: 0.2676 loss_bbox: 0.1814 loss_giou: 0.3231 loss_ce_0: 0.4886 loss_bbox_0: 0.3102 loss_giou_0: 0.5099 loss_ce_1: 0.3769 loss_bbox_1: 0.2106 loss_giou_1: 0.3775 loss_ce_2: 0.3144 loss_bbox_2: 0.1932 loss_giou_2: 0.3379 loss_ce_3: 0.2817 loss_bbox_3: 0.1838 loss_giou_3: 0.3243 loss_ce_4: 0.2768 loss_bbox_4: 0.1811 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:31] d2.utils.events INFO: eta: 18:13:20 iter: 216579 total_loss: 5.65 loss_ce: 0.2802 loss_bbox: 0.1769 loss_giou: 0.3535 loss_ce_0: 0.492 loss_bbox_0: 0.2862 loss_giou_0: 0.5241 loss_ce_1: 0.3876 loss_bbox_1: 0.2008 loss_giou_1: 0.3913 loss_ce_2: 0.3164 loss_bbox_2: 0.1832 loss_giou_2: 0.3662 loss_ce_3: 0.2975 loss_bbox_3: 0.1793 loss_giou_3: 0.3596 loss_ce_4: 0.2837 loss_bbox_4: 0.1778 loss_giou_4: 0.3552 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:37] d2.utils.events INFO: eta: 18:12:57 iter: 216599 total_loss: 5.561 loss_ce: 0.2718 loss_bbox: 0.1744 loss_giou: 0.3494 loss_ce_0: 0.4969 loss_bbox_0: 0.3091 loss_giou_0: 0.5354 loss_ce_1: 0.3871 loss_bbox_1: 0.2136 loss_giou_1: 0.3954 loss_ce_2: 0.3165 loss_bbox_2: 0.1952 loss_giou_2: 0.3604 loss_ce_3: 0.2872 loss_bbox_3: 0.1825 loss_giou_3: 0.3536 loss_ce_4: 0.2762 loss_bbox_4: 0.1763 loss_giou_4: 0.3483 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:43] d2.utils.events INFO: eta: 18:12:48 iter: 216619 total_loss: 5.59 loss_ce: 0.2758 loss_bbox: 0.1689 loss_giou: 0.3504 loss_ce_0: 0.4969 loss_bbox_0: 0.3018 loss_giou_0: 0.537 loss_ce_1: 0.3789 loss_bbox_1: 0.205 loss_giou_1: 0.399 loss_ce_2: 0.3161 loss_bbox_2: 0.1925 loss_giou_2: 0.3615 loss_ce_3: 0.2958 loss_bbox_3: 0.1868 loss_giou_3: 0.3563 loss_ce_4: 0.2725 loss_bbox_4: 0.1757 loss_giou_4: 0.3525 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:48] d2.utils.events INFO: eta: 18:12:43 iter: 216639 total_loss: 5.41 loss_ce: 0.2598 loss_bbox: 0.1704 loss_giou: 0.3291 loss_ce_0: 0.4898 loss_bbox_0: 0.2997 loss_giou_0: 0.5062 loss_ce_1: 0.3682 loss_bbox_1: 0.2007 loss_giou_1: 0.3772 loss_ce_2: 0.3012 loss_bbox_2: 0.1844 loss_giou_2: 0.3442 loss_ce_3: 0.2694 loss_bbox_3: 0.1818 loss_giou_3: 0.3371 loss_ce_4: 0.2623 loss_bbox_4: 0.1776 loss_giou_4: 0.3294 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 06:52:54] d2.utils.events INFO: eta: 18:12:47 iter: 216659 total_loss: 5.356 loss_ce: 0.2694 loss_bbox: 0.1676 loss_giou: 0.3101 loss_ce_0: 0.4848 loss_bbox_0: 0.3015 loss_giou_0: 0.4837 loss_ce_1: 0.381 loss_bbox_1: 0.1977 loss_giou_1: 0.3649 loss_ce_2: 0.3179 loss_bbox_2: 0.1747 loss_giou_2: 0.3287 loss_ce_3: 0.2829 loss_bbox_3: 0.1752 loss_giou_3: 0.3242 loss_ce_4: 0.2672 loss_bbox_4: 0.1676 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0183 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:00] d2.utils.events INFO: eta: 18:12:31 iter: 216679 total_loss: 5.539 loss_ce: 0.2836 loss_bbox: 0.1858 loss_giou: 0.3374 loss_ce_0: 0.496 loss_bbox_0: 0.3118 loss_giou_0: 0.5055 loss_ce_1: 0.3803 loss_bbox_1: 0.2196 loss_giou_1: 0.389 loss_ce_2: 0.3204 loss_bbox_2: 0.2 loss_giou_2: 0.3486 loss_ce_3: 0.2926 loss_bbox_3: 0.1918 loss_giou_3: 0.3471 loss_ce_4: 0.285 loss_bbox_4: 0.1835 loss_giou_4: 0.3347 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:05] d2.utils.events INFO: eta: 18:12:29 iter: 216699 total_loss: 5.733 loss_ce: 0.2754 loss_bbox: 0.1712 loss_giou: 0.3315 loss_ce_0: 0.4865 loss_bbox_0: 0.2965 loss_giou_0: 0.5335 loss_ce_1: 0.383 loss_bbox_1: 0.2102 loss_giou_1: 0.3911 loss_ce_2: 0.3188 loss_bbox_2: 0.1892 loss_giou_2: 0.3602 loss_ce_3: 0.292 loss_bbox_3: 0.1825 loss_giou_3: 0.3395 loss_ce_4: 0.2849 loss_bbox_4: 0.1756 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:11] d2.utils.events INFO: eta: 18:12:19 iter: 216719 total_loss: 5.671 loss_ce: 0.2775 loss_bbox: 0.1804 loss_giou: 0.3412 loss_ce_0: 0.5068 loss_bbox_0: 0.3084 loss_giou_0: 0.5273 loss_ce_1: 0.391 loss_bbox_1: 0.2128 loss_giou_1: 0.391 loss_ce_2: 0.3228 loss_bbox_2: 0.1903 loss_giou_2: 0.3564 loss_ce_3: 0.2955 loss_bbox_3: 0.1828 loss_giou_3: 0.3448 loss_ce_4: 0.2862 loss_bbox_4: 0.1838 loss_giou_4: 0.3469 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:17] d2.utils.events INFO: eta: 18:12:11 iter: 216739 total_loss: 5.829 loss_ce: 0.2941 loss_bbox: 0.1859 loss_giou: 0.3439 loss_ce_0: 0.4952 loss_bbox_0: 0.3176 loss_giou_0: 0.5536 loss_ce_1: 0.4121 loss_bbox_1: 0.2221 loss_giou_1: 0.3882 loss_ce_2: 0.3408 loss_bbox_2: 0.1964 loss_giou_2: 0.3594 loss_ce_3: 0.3145 loss_bbox_3: 0.1894 loss_giou_3: 0.3506 loss_ce_4: 0.2997 loss_bbox_4: 0.1893 loss_giou_4: 0.347 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:22] d2.utils.events INFO: eta: 18:12:09 iter: 216759 total_loss: 5.581 loss_ce: 0.2779 loss_bbox: 0.1822 loss_giou: 0.3302 loss_ce_0: 0.4735 loss_bbox_0: 0.3104 loss_giou_0: 0.521 loss_ce_1: 0.3819 loss_bbox_1: 0.2131 loss_giou_1: 0.3864 loss_ce_2: 0.3217 loss_bbox_2: 0.1955 loss_giou_2: 0.3557 loss_ce_3: 0.2862 loss_bbox_3: 0.1881 loss_giou_3: 0.3395 loss_ce_4: 0.2738 loss_bbox_4: 0.1829 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:28] d2.utils.events INFO: eta: 18:12:02 iter: 216779 total_loss: 5.651 loss_ce: 0.2846 loss_bbox: 0.1842 loss_giou: 0.3372 loss_ce_0: 0.4897 loss_bbox_0: 0.3099 loss_giou_0: 0.5141 loss_ce_1: 0.3966 loss_bbox_1: 0.2121 loss_giou_1: 0.3786 loss_ce_2: 0.3326 loss_bbox_2: 0.1955 loss_giou_2: 0.3553 loss_ce_3: 0.3059 loss_bbox_3: 0.1912 loss_giou_3: 0.3467 loss_ce_4: 0.2913 loss_bbox_4: 0.1874 loss_giou_4: 0.3434 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:34] d2.utils.events INFO: eta: 18:12:19 iter: 216799 total_loss: 5.559 loss_ce: 0.2699 loss_bbox: 0.1745 loss_giou: 0.3149 loss_ce_0: 0.4774 loss_bbox_0: 0.3041 loss_giou_0: 0.5021 loss_ce_1: 0.3706 loss_bbox_1: 0.2005 loss_giou_1: 0.3665 loss_ce_2: 0.3196 loss_bbox_2: 0.1848 loss_giou_2: 0.3388 loss_ce_3: 0.2755 loss_bbox_3: 0.1744 loss_giou_3: 0.3268 loss_ce_4: 0.2642 loss_bbox_4: 0.1742 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:40] d2.utils.events INFO: eta: 18:12:09 iter: 216819 total_loss: 5.627 loss_ce: 0.285 loss_bbox: 0.1766 loss_giou: 0.3316 loss_ce_0: 0.4861 loss_bbox_0: 0.3003 loss_giou_0: 0.5136 loss_ce_1: 0.3904 loss_bbox_1: 0.2091 loss_giou_1: 0.3821 loss_ce_2: 0.3291 loss_bbox_2: 0.187 loss_giou_2: 0.3515 loss_ce_3: 0.3099 loss_bbox_3: 0.186 loss_giou_3: 0.3408 loss_ce_4: 0.2903 loss_bbox_4: 0.1786 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:45] d2.utils.events INFO: eta: 18:11:50 iter: 216839 total_loss: 5.475 loss_ce: 0.2766 loss_bbox: 0.171 loss_giou: 0.3326 loss_ce_0: 0.4869 loss_bbox_0: 0.3073 loss_giou_0: 0.5072 loss_ce_1: 0.3878 loss_bbox_1: 0.2086 loss_giou_1: 0.3747 loss_ce_2: 0.3163 loss_bbox_2: 0.1844 loss_giou_2: 0.3507 loss_ce_3: 0.2845 loss_bbox_3: 0.174 loss_giou_3: 0.3427 loss_ce_4: 0.2681 loss_bbox_4: 0.1749 loss_giou_4: 0.3388 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:51] d2.utils.events INFO: eta: 18:11:44 iter: 216859 total_loss: 5.965 loss_ce: 0.3012 loss_bbox: 0.1832 loss_giou: 0.346 loss_ce_0: 0.5075 loss_bbox_0: 0.3175 loss_giou_0: 0.5591 loss_ce_1: 0.4024 loss_bbox_1: 0.2231 loss_giou_1: 0.4031 loss_ce_2: 0.3433 loss_bbox_2: 0.2016 loss_giou_2: 0.3695 loss_ce_3: 0.3101 loss_bbox_3: 0.1923 loss_giou_3: 0.3573 loss_ce_4: 0.3027 loss_bbox_4: 0.189 loss_giou_4: 0.3485 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 06:53:56] d2.utils.events INFO: eta: 18:11:39 iter: 216879 total_loss: 5.621 loss_ce: 0.2722 loss_bbox: 0.1809 loss_giou: 0.3295 loss_ce_0: 0.4915 loss_bbox_0: 0.3137 loss_giou_0: 0.4916 loss_ce_1: 0.3885 loss_bbox_1: 0.2208 loss_giou_1: 0.3706 loss_ce_2: 0.3343 loss_bbox_2: 0.1999 loss_giou_2: 0.3495 loss_ce_3: 0.278 loss_bbox_3: 0.1952 loss_giou_3: 0.3435 loss_ce_4: 0.2727 loss_bbox_4: 0.1831 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:02] d2.utils.events INFO: eta: 18:11:33 iter: 216899 total_loss: 5.451 loss_ce: 0.2848 loss_bbox: 0.1749 loss_giou: 0.3097 loss_ce_0: 0.4947 loss_bbox_0: 0.3174 loss_giou_0: 0.5038 loss_ce_1: 0.3907 loss_bbox_1: 0.2148 loss_giou_1: 0.3603 loss_ce_2: 0.3252 loss_bbox_2: 0.1912 loss_giou_2: 0.3388 loss_ce_3: 0.288 loss_bbox_3: 0.1804 loss_giou_3: 0.3209 loss_ce_4: 0.2808 loss_bbox_4: 0.1778 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:08] d2.utils.events INFO: eta: 18:11:23 iter: 216919 total_loss: 5.318 loss_ce: 0.2566 loss_bbox: 0.1669 loss_giou: 0.3181 loss_ce_0: 0.4833 loss_bbox_0: 0.2936 loss_giou_0: 0.5122 loss_ce_1: 0.3794 loss_bbox_1: 0.1953 loss_giou_1: 0.3733 loss_ce_2: 0.306 loss_bbox_2: 0.1791 loss_giou_2: 0.3429 loss_ce_3: 0.2641 loss_bbox_3: 0.1707 loss_giou_3: 0.3276 loss_ce_4: 0.26 loss_bbox_4: 0.1675 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:14] d2.utils.events INFO: eta: 18:11:18 iter: 216939 total_loss: 5.353 loss_ce: 0.2883 loss_bbox: 0.1694 loss_giou: 0.3286 loss_ce_0: 0.4976 loss_bbox_0: 0.2946 loss_giou_0: 0.4966 loss_ce_1: 0.3958 loss_bbox_1: 0.2008 loss_giou_1: 0.3724 loss_ce_2: 0.3387 loss_bbox_2: 0.1843 loss_giou_2: 0.3414 loss_ce_3: 0.3079 loss_bbox_3: 0.1791 loss_giou_3: 0.3367 loss_ce_4: 0.2909 loss_bbox_4: 0.173 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:19] d2.utils.events INFO: eta: 18:11:16 iter: 216959 total_loss: 5.939 loss_ce: 0.3121 loss_bbox: 0.1828 loss_giou: 0.3591 loss_ce_0: 0.5156 loss_bbox_0: 0.3228 loss_giou_0: 0.5481 loss_ce_1: 0.3917 loss_bbox_1: 0.2117 loss_giou_1: 0.4001 loss_ce_2: 0.3464 loss_bbox_2: 0.1991 loss_giou_2: 0.3802 loss_ce_3: 0.3246 loss_bbox_3: 0.1863 loss_giou_3: 0.3635 loss_ce_4: 0.3143 loss_bbox_4: 0.1781 loss_giou_4: 0.3621 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:25] d2.utils.events INFO: eta: 18:11:24 iter: 216979 total_loss: 5.52 loss_ce: 0.274 loss_bbox: 0.1774 loss_giou: 0.3404 loss_ce_0: 0.4915 loss_bbox_0: 0.2931 loss_giou_0: 0.492 loss_ce_1: 0.3792 loss_bbox_1: 0.2061 loss_giou_1: 0.3729 loss_ce_2: 0.3198 loss_bbox_2: 0.1858 loss_giou_2: 0.3584 loss_ce_3: 0.2853 loss_bbox_3: 0.1844 loss_giou_3: 0.3488 loss_ce_4: 0.2716 loss_bbox_4: 0.1811 loss_giou_4: 0.3454 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:31] d2.utils.events INFO: eta: 18:11:05 iter: 216999 total_loss: 5.77 loss_ce: 0.2851 loss_bbox: 0.1827 loss_giou: 0.3491 loss_ce_0: 0.5155 loss_bbox_0: 0.314 loss_giou_0: 0.5359 loss_ce_1: 0.4058 loss_bbox_1: 0.2193 loss_giou_1: 0.3955 loss_ce_2: 0.3387 loss_bbox_2: 0.198 loss_giou_2: 0.3676 loss_ce_3: 0.301 loss_bbox_3: 0.1888 loss_giou_3: 0.3565 loss_ce_4: 0.2833 loss_bbox_4: 0.1832 loss_giou_4: 0.3514 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:36] d2.utils.events INFO: eta: 18:10:47 iter: 217019 total_loss: 5.919 loss_ce: 0.289 loss_bbox: 0.1777 loss_giou: 0.3441 loss_ce_0: 0.499 loss_bbox_0: 0.332 loss_giou_0: 0.5216 loss_ce_1: 0.4086 loss_bbox_1: 0.2281 loss_giou_1: 0.4018 loss_ce_2: 0.3451 loss_bbox_2: 0.211 loss_giou_2: 0.3663 loss_ce_3: 0.3068 loss_bbox_3: 0.2066 loss_giou_3: 0.358 loss_ce_4: 0.3009 loss_bbox_4: 0.1874 loss_giou_4: 0.3464 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:42] d2.utils.events INFO: eta: 18:10:50 iter: 217039 total_loss: 5.674 loss_ce: 0.2722 loss_bbox: 0.1909 loss_giou: 0.3296 loss_ce_0: 0.4958 loss_bbox_0: 0.2987 loss_giou_0: 0.5149 loss_ce_1: 0.3871 loss_bbox_1: 0.2137 loss_giou_1: 0.379 loss_ce_2: 0.3252 loss_bbox_2: 0.2 loss_giou_2: 0.3457 loss_ce_3: 0.2972 loss_bbox_3: 0.1946 loss_giou_3: 0.3422 loss_ce_4: 0.2786 loss_bbox_4: 0.1962 loss_giou_4: 0.3365 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:48] d2.utils.events INFO: eta: 18:10:48 iter: 217059 total_loss: 5.716 loss_ce: 0.2847 loss_bbox: 0.1725 loss_giou: 0.3386 loss_ce_0: 0.4905 loss_bbox_0: 0.2994 loss_giou_0: 0.528 loss_ce_1: 0.3784 loss_bbox_1: 0.2037 loss_giou_1: 0.386 loss_ce_2: 0.3188 loss_bbox_2: 0.1828 loss_giou_2: 0.3535 loss_ce_3: 0.2949 loss_bbox_3: 0.1793 loss_giou_3: 0.3471 loss_ce_4: 0.283 loss_bbox_4: 0.1755 loss_giou_4: 0.3438 time: 0.2800 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:53] d2.utils.events INFO: eta: 18:10:30 iter: 217079 total_loss: 5.604 loss_ce: 0.2923 loss_bbox: 0.1789 loss_giou: 0.3241 loss_ce_0: 0.4937 loss_bbox_0: 0.2977 loss_giou_0: 0.4913 loss_ce_1: 0.3867 loss_bbox_1: 0.2137 loss_giou_1: 0.3714 loss_ce_2: 0.3356 loss_bbox_2: 0.1891 loss_giou_2: 0.3395 loss_ce_3: 0.3003 loss_bbox_3: 0.1851 loss_giou_3: 0.3285 loss_ce_4: 0.2947 loss_bbox_4: 0.1828 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 06:54:59] d2.utils.events INFO: eta: 18:10:10 iter: 217099 total_loss: 5.57 loss_ce: 0.2954 loss_bbox: 0.1799 loss_giou: 0.3156 loss_ce_0: 0.4979 loss_bbox_0: 0.3144 loss_giou_0: 0.4977 loss_ce_1: 0.3944 loss_bbox_1: 0.212 loss_giou_1: 0.3706 loss_ce_2: 0.3363 loss_bbox_2: 0.1944 loss_giou_2: 0.3381 loss_ce_3: 0.3119 loss_bbox_3: 0.18 loss_giou_3: 0.323 loss_ce_4: 0.2989 loss_bbox_4: 0.1782 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:04] d2.utils.events INFO: eta: 18:10:00 iter: 217119 total_loss: 5.351 loss_ce: 0.2537 loss_bbox: 0.1845 loss_giou: 0.3232 loss_ce_0: 0.4759 loss_bbox_0: 0.3092 loss_giou_0: 0.4918 loss_ce_1: 0.3609 loss_bbox_1: 0.2118 loss_giou_1: 0.3645 loss_ce_2: 0.2984 loss_bbox_2: 0.1923 loss_giou_2: 0.3372 loss_ce_3: 0.2668 loss_bbox_3: 0.1884 loss_giou_3: 0.3303 loss_ce_4: 0.2558 loss_bbox_4: 0.1864 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:10] d2.utils.events INFO: eta: 18:09:57 iter: 217139 total_loss: 5.91 loss_ce: 0.305 loss_bbox: 0.1904 loss_giou: 0.3376 loss_ce_0: 0.5077 loss_bbox_0: 0.3357 loss_giou_0: 0.5108 loss_ce_1: 0.4106 loss_bbox_1: 0.2303 loss_giou_1: 0.3986 loss_ce_2: 0.3403 loss_bbox_2: 0.2036 loss_giou_2: 0.3598 loss_ce_3: 0.3226 loss_bbox_3: 0.2001 loss_giou_3: 0.3456 loss_ce_4: 0.305 loss_bbox_4: 0.1893 loss_giou_4: 0.3397 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:16] d2.utils.events INFO: eta: 18:09:34 iter: 217159 total_loss: 5.705 loss_ce: 0.2964 loss_bbox: 0.1808 loss_giou: 0.3274 loss_ce_0: 0.486 loss_bbox_0: 0.3157 loss_giou_0: 0.4997 loss_ce_1: 0.391 loss_bbox_1: 0.219 loss_giou_1: 0.3788 loss_ce_2: 0.3306 loss_bbox_2: 0.1992 loss_giou_2: 0.345 loss_ce_3: 0.3067 loss_bbox_3: 0.1894 loss_giou_3: 0.3363 loss_ce_4: 0.2996 loss_bbox_4: 0.1854 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:22] d2.utils.events INFO: eta: 18:09:02 iter: 217179 total_loss: 5.566 loss_ce: 0.2745 loss_bbox: 0.1957 loss_giou: 0.3433 loss_ce_0: 0.4862 loss_bbox_0: 0.3259 loss_giou_0: 0.5028 loss_ce_1: 0.3831 loss_bbox_1: 0.2269 loss_giou_1: 0.3968 loss_ce_2: 0.3219 loss_bbox_2: 0.2038 loss_giou_2: 0.362 loss_ce_3: 0.2857 loss_bbox_3: 0.1934 loss_giou_3: 0.3484 loss_ce_4: 0.2672 loss_bbox_4: 0.191 loss_giou_4: 0.346 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:27] d2.utils.events INFO: eta: 18:08:56 iter: 217199 total_loss: 5.516 loss_ce: 0.284 loss_bbox: 0.1884 loss_giou: 0.3246 loss_ce_0: 0.5049 loss_bbox_0: 0.302 loss_giou_0: 0.5141 loss_ce_1: 0.398 loss_bbox_1: 0.2218 loss_giou_1: 0.3702 loss_ce_2: 0.3322 loss_bbox_2: 0.2065 loss_giou_2: 0.3449 loss_ce_3: 0.3033 loss_bbox_3: 0.1935 loss_giou_3: 0.3376 loss_ce_4: 0.288 loss_bbox_4: 0.1913 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:33] d2.utils.events INFO: eta: 18:08:58 iter: 217219 total_loss: 5.693 loss_ce: 0.2892 loss_bbox: 0.1835 loss_giou: 0.3429 loss_ce_0: 0.4857 loss_bbox_0: 0.3131 loss_giou_0: 0.5325 loss_ce_1: 0.3862 loss_bbox_1: 0.2155 loss_giou_1: 0.3869 loss_ce_2: 0.3336 loss_bbox_2: 0.1989 loss_giou_2: 0.3568 loss_ce_3: 0.3076 loss_bbox_3: 0.1888 loss_giou_3: 0.3489 loss_ce_4: 0.2893 loss_bbox_4: 0.1881 loss_giou_4: 0.3461 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:38] d2.utils.events INFO: eta: 18:08:39 iter: 217239 total_loss: 5.649 loss_ce: 0.2871 loss_bbox: 0.1864 loss_giou: 0.3376 loss_ce_0: 0.5119 loss_bbox_0: 0.3134 loss_giou_0: 0.5421 loss_ce_1: 0.3985 loss_bbox_1: 0.2164 loss_giou_1: 0.3867 loss_ce_2: 0.3306 loss_bbox_2: 0.1893 loss_giou_2: 0.3475 loss_ce_3: 0.3097 loss_bbox_3: 0.1856 loss_giou_3: 0.3425 loss_ce_4: 0.2939 loss_bbox_4: 0.1842 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:44] d2.utils.events INFO: eta: 18:08:55 iter: 217259 total_loss: 5.655 loss_ce: 0.2858 loss_bbox: 0.1765 loss_giou: 0.3387 loss_ce_0: 0.4906 loss_bbox_0: 0.3055 loss_giou_0: 0.535 loss_ce_1: 0.3841 loss_bbox_1: 0.206 loss_giou_1: 0.3884 loss_ce_2: 0.3205 loss_bbox_2: 0.1866 loss_giou_2: 0.3562 loss_ce_3: 0.297 loss_bbox_3: 0.1801 loss_giou_3: 0.3462 loss_ce_4: 0.2935 loss_bbox_4: 0.1767 loss_giou_4: 0.3441 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:50] d2.utils.events INFO: eta: 18:08:57 iter: 217279 total_loss: 5.315 loss_ce: 0.2796 loss_bbox: 0.1769 loss_giou: 0.3274 loss_ce_0: 0.4758 loss_bbox_0: 0.3018 loss_giou_0: 0.497 loss_ce_1: 0.3752 loss_bbox_1: 0.2082 loss_giou_1: 0.3787 loss_ce_2: 0.3283 loss_bbox_2: 0.1868 loss_giou_2: 0.3469 loss_ce_3: 0.2968 loss_bbox_3: 0.1792 loss_giou_3: 0.3367 loss_ce_4: 0.2843 loss_bbox_4: 0.1797 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 06:55:55] d2.utils.events INFO: eta: 18:09:04 iter: 217299 total_loss: 5.864 loss_ce: 0.2838 loss_bbox: 0.1779 loss_giou: 0.3618 loss_ce_0: 0.4839 loss_bbox_0: 0.3121 loss_giou_0: 0.5382 loss_ce_1: 0.3976 loss_bbox_1: 0.2188 loss_giou_1: 0.4087 loss_ce_2: 0.3282 loss_bbox_2: 0.1875 loss_giou_2: 0.3824 loss_ce_3: 0.308 loss_bbox_3: 0.1816 loss_giou_3: 0.3766 loss_ce_4: 0.282 loss_bbox_4: 0.1819 loss_giou_4: 0.3682 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:01] d2.utils.events INFO: eta: 18:09:14 iter: 217319 total_loss: 5.69 loss_ce: 0.2968 loss_bbox: 0.1846 loss_giou: 0.3191 loss_ce_0: 0.5 loss_bbox_0: 0.3202 loss_giou_0: 0.5128 loss_ce_1: 0.4039 loss_bbox_1: 0.2106 loss_giou_1: 0.3684 loss_ce_2: 0.339 loss_bbox_2: 0.1971 loss_giou_2: 0.3333 loss_ce_3: 0.3018 loss_bbox_3: 0.1905 loss_giou_3: 0.3205 loss_ce_4: 0.3024 loss_bbox_4: 0.1877 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:07] d2.utils.events INFO: eta: 18:09:03 iter: 217339 total_loss: 5.417 loss_ce: 0.2859 loss_bbox: 0.1791 loss_giou: 0.3115 loss_ce_0: 0.4684 loss_bbox_0: 0.3033 loss_giou_0: 0.4886 loss_ce_1: 0.3874 loss_bbox_1: 0.2151 loss_giou_1: 0.3486 loss_ce_2: 0.3287 loss_bbox_2: 0.1952 loss_giou_2: 0.3232 loss_ce_3: 0.2967 loss_bbox_3: 0.1837 loss_giou_3: 0.3172 loss_ce_4: 0.2907 loss_bbox_4: 0.1821 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:13] d2.utils.events INFO: eta: 18:09:14 iter: 217359 total_loss: 5.552 loss_ce: 0.2702 loss_bbox: 0.1801 loss_giou: 0.3584 loss_ce_0: 0.4806 loss_bbox_0: 0.3211 loss_giou_0: 0.5068 loss_ce_1: 0.3643 loss_bbox_1: 0.217 loss_giou_1: 0.3871 loss_ce_2: 0.3305 loss_bbox_2: 0.1952 loss_giou_2: 0.3689 loss_ce_3: 0.2909 loss_bbox_3: 0.185 loss_giou_3: 0.3572 loss_ce_4: 0.2716 loss_bbox_4: 0.1834 loss_giou_4: 0.3528 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:18] d2.utils.events INFO: eta: 18:09:13 iter: 217379 total_loss: 5.424 loss_ce: 0.2462 loss_bbox: 0.1888 loss_giou: 0.3169 loss_ce_0: 0.4765 loss_bbox_0: 0.3183 loss_giou_0: 0.4969 loss_ce_1: 0.3604 loss_bbox_1: 0.2272 loss_giou_1: 0.3688 loss_ce_2: 0.2891 loss_bbox_2: 0.2095 loss_giou_2: 0.3354 loss_ce_3: 0.2681 loss_bbox_3: 0.198 loss_giou_3: 0.3226 loss_ce_4: 0.2515 loss_bbox_4: 0.1908 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:24] d2.utils.events INFO: eta: 18:09:08 iter: 217399 total_loss: 5.636 loss_ce: 0.2839 loss_bbox: 0.1891 loss_giou: 0.3251 loss_ce_0: 0.4933 loss_bbox_0: 0.3076 loss_giou_0: 0.5002 loss_ce_1: 0.3937 loss_bbox_1: 0.2192 loss_giou_1: 0.3852 loss_ce_2: 0.3291 loss_bbox_2: 0.2005 loss_giou_2: 0.3568 loss_ce_3: 0.3025 loss_bbox_3: 0.1961 loss_giou_3: 0.3388 loss_ce_4: 0.2944 loss_bbox_4: 0.1907 loss_giou_4: 0.3359 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:30] d2.utils.events INFO: eta: 18:09:32 iter: 217419 total_loss: 5.845 loss_ce: 0.281 loss_bbox: 0.1823 loss_giou: 0.3512 loss_ce_0: 0.5073 loss_bbox_0: 0.3014 loss_giou_0: 0.5509 loss_ce_1: 0.3975 loss_bbox_1: 0.2128 loss_giou_1: 0.4097 loss_ce_2: 0.3304 loss_bbox_2: 0.1901 loss_giou_2: 0.3741 loss_ce_3: 0.311 loss_bbox_3: 0.1858 loss_giou_3: 0.3619 loss_ce_4: 0.2855 loss_bbox_4: 0.1823 loss_giou_4: 0.3564 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:35] d2.utils.events INFO: eta: 18:09:06 iter: 217439 total_loss: 5.695 loss_ce: 0.2753 loss_bbox: 0.1803 loss_giou: 0.3431 loss_ce_0: 0.4916 loss_bbox_0: 0.3184 loss_giou_0: 0.5403 loss_ce_1: 0.386 loss_bbox_1: 0.2128 loss_giou_1: 0.3949 loss_ce_2: 0.321 loss_bbox_2: 0.1983 loss_giou_2: 0.3661 loss_ce_3: 0.2904 loss_bbox_3: 0.1857 loss_giou_3: 0.3544 loss_ce_4: 0.2828 loss_bbox_4: 0.1832 loss_giou_4: 0.3479 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:41] d2.utils.events INFO: eta: 18:08:29 iter: 217459 total_loss: 5.409 loss_ce: 0.2657 loss_bbox: 0.1702 loss_giou: 0.307 loss_ce_0: 0.4835 loss_bbox_0: 0.2988 loss_giou_0: 0.4979 loss_ce_1: 0.3672 loss_bbox_1: 0.1991 loss_giou_1: 0.3613 loss_ce_2: 0.3096 loss_bbox_2: 0.1855 loss_giou_2: 0.3267 loss_ce_3: 0.2727 loss_bbox_3: 0.1766 loss_giou_3: 0.3111 loss_ce_4: 0.2623 loss_bbox_4: 0.1712 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:47] d2.utils.events INFO: eta: 18:08:21 iter: 217479 total_loss: 5.724 loss_ce: 0.2783 loss_bbox: 0.1823 loss_giou: 0.3459 loss_ce_0: 0.4935 loss_bbox_0: 0.3036 loss_giou_0: 0.5246 loss_ce_1: 0.3798 loss_bbox_1: 0.2227 loss_giou_1: 0.3936 loss_ce_2: 0.319 loss_bbox_2: 0.1961 loss_giou_2: 0.3647 loss_ce_3: 0.2894 loss_bbox_3: 0.1912 loss_giou_3: 0.3601 loss_ce_4: 0.2776 loss_bbox_4: 0.1857 loss_giou_4: 0.3471 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:52] d2.utils.events INFO: eta: 18:08:34 iter: 217499 total_loss: 5.756 loss_ce: 0.2914 loss_bbox: 0.1834 loss_giou: 0.3382 loss_ce_0: 0.4817 loss_bbox_0: 0.3137 loss_giou_0: 0.5008 loss_ce_1: 0.3882 loss_bbox_1: 0.2236 loss_giou_1: 0.3787 loss_ce_2: 0.3356 loss_bbox_2: 0.1976 loss_giou_2: 0.3553 loss_ce_3: 0.3058 loss_bbox_3: 0.1955 loss_giou_3: 0.351 loss_ce_4: 0.2908 loss_bbox_4: 0.188 loss_giou_4: 0.343 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 06:56:58] d2.utils.events INFO: eta: 18:08:29 iter: 217519 total_loss: 5.627 loss_ce: 0.2855 loss_bbox: 0.1873 loss_giou: 0.3152 loss_ce_0: 0.49 loss_bbox_0: 0.309 loss_giou_0: 0.4827 loss_ce_1: 0.3912 loss_bbox_1: 0.2214 loss_giou_1: 0.3581 loss_ce_2: 0.3255 loss_bbox_2: 0.2056 loss_giou_2: 0.3333 loss_ce_3: 0.3014 loss_bbox_3: 0.1969 loss_giou_3: 0.3153 loss_ce_4: 0.289 loss_bbox_4: 0.1913 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:04] d2.utils.events INFO: eta: 18:08:07 iter: 217539 total_loss: 5.723 loss_ce: 0.3028 loss_bbox: 0.1787 loss_giou: 0.3399 loss_ce_0: 0.5106 loss_bbox_0: 0.3119 loss_giou_0: 0.5198 loss_ce_1: 0.4001 loss_bbox_1: 0.2104 loss_giou_1: 0.3823 loss_ce_2: 0.3295 loss_bbox_2: 0.1922 loss_giou_2: 0.3581 loss_ce_3: 0.3052 loss_bbox_3: 0.1845 loss_giou_3: 0.3484 loss_ce_4: 0.299 loss_bbox_4: 0.1818 loss_giou_4: 0.3425 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:09] d2.utils.events INFO: eta: 18:08:01 iter: 217559 total_loss: 5.691 loss_ce: 0.29 loss_bbox: 0.1726 loss_giou: 0.3413 loss_ce_0: 0.4893 loss_bbox_0: 0.3067 loss_giou_0: 0.5519 loss_ce_1: 0.3786 loss_bbox_1: 0.2105 loss_giou_1: 0.3988 loss_ce_2: 0.3274 loss_bbox_2: 0.1956 loss_giou_2: 0.3607 loss_ce_3: 0.2988 loss_bbox_3: 0.1837 loss_giou_3: 0.3536 loss_ce_4: 0.2883 loss_bbox_4: 0.1766 loss_giou_4: 0.3445 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:15] d2.utils.events INFO: eta: 18:07:55 iter: 217579 total_loss: 5.694 loss_ce: 0.2957 loss_bbox: 0.1881 loss_giou: 0.356 loss_ce_0: 0.5022 loss_bbox_0: 0.3005 loss_giou_0: 0.5252 loss_ce_1: 0.3895 loss_bbox_1: 0.2191 loss_giou_1: 0.4075 loss_ce_2: 0.3302 loss_bbox_2: 0.202 loss_giou_2: 0.3778 loss_ce_3: 0.3021 loss_bbox_3: 0.1926 loss_giou_3: 0.3699 loss_ce_4: 0.3036 loss_bbox_4: 0.1878 loss_giou_4: 0.3597 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:21] d2.utils.events INFO: eta: 18:07:47 iter: 217599 total_loss: 5.606 loss_ce: 0.2817 loss_bbox: 0.1834 loss_giou: 0.3492 loss_ce_0: 0.4942 loss_bbox_0: 0.304 loss_giou_0: 0.5277 loss_ce_1: 0.3834 loss_bbox_1: 0.2144 loss_giou_1: 0.403 loss_ce_2: 0.3275 loss_bbox_2: 0.1999 loss_giou_2: 0.3654 loss_ce_3: 0.2981 loss_bbox_3: 0.1846 loss_giou_3: 0.3512 loss_ce_4: 0.2847 loss_bbox_4: 0.1765 loss_giou_4: 0.3521 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:26] d2.utils.events INFO: eta: 18:07:44 iter: 217619 total_loss: 5.456 loss_ce: 0.2704 loss_bbox: 0.1834 loss_giou: 0.3186 loss_ce_0: 0.4733 loss_bbox_0: 0.3157 loss_giou_0: 0.4872 loss_ce_1: 0.382 loss_bbox_1: 0.2091 loss_giou_1: 0.3628 loss_ce_2: 0.2973 loss_bbox_2: 0.1897 loss_giou_2: 0.3434 loss_ce_3: 0.2721 loss_bbox_3: 0.181 loss_giou_3: 0.3314 loss_ce_4: 0.2686 loss_bbox_4: 0.1872 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:32] d2.utils.events INFO: eta: 18:07:33 iter: 217639 total_loss: 6.071 loss_ce: 0.2988 loss_bbox: 0.1897 loss_giou: 0.3562 loss_ce_0: 0.5216 loss_bbox_0: 0.3139 loss_giou_0: 0.5352 loss_ce_1: 0.4229 loss_bbox_1: 0.2152 loss_giou_1: 0.4054 loss_ce_2: 0.3478 loss_bbox_2: 0.2025 loss_giou_2: 0.3756 loss_ce_3: 0.3157 loss_bbox_3: 0.1918 loss_giou_3: 0.3682 loss_ce_4: 0.301 loss_bbox_4: 0.1897 loss_giou_4: 0.3649 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:38] d2.utils.events INFO: eta: 18:07:33 iter: 217659 total_loss: 5.815 loss_ce: 0.3124 loss_bbox: 0.1852 loss_giou: 0.347 loss_ce_0: 0.4963 loss_bbox_0: 0.3121 loss_giou_0: 0.5635 loss_ce_1: 0.4059 loss_bbox_1: 0.2269 loss_giou_1: 0.3994 loss_ce_2: 0.3463 loss_bbox_2: 0.1925 loss_giou_2: 0.3695 loss_ce_3: 0.321 loss_bbox_3: 0.1877 loss_giou_3: 0.3551 loss_ce_4: 0.3183 loss_bbox_4: 0.1859 loss_giou_4: 0.3511 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:44] d2.utils.events INFO: eta: 18:07:25 iter: 217679 total_loss: 5.487 loss_ce: 0.2756 loss_bbox: 0.177 loss_giou: 0.3287 loss_ce_0: 0.4836 loss_bbox_0: 0.3042 loss_giou_0: 0.494 loss_ce_1: 0.369 loss_bbox_1: 0.2201 loss_giou_1: 0.3707 loss_ce_2: 0.3168 loss_bbox_2: 0.2011 loss_giou_2: 0.3494 loss_ce_3: 0.2838 loss_bbox_3: 0.1856 loss_giou_3: 0.3308 loss_ce_4: 0.2816 loss_bbox_4: 0.1796 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:49] d2.utils.events INFO: eta: 18:07:08 iter: 217699 total_loss: 5.593 loss_ce: 0.2797 loss_bbox: 0.1831 loss_giou: 0.3359 loss_ce_0: 0.4919 loss_bbox_0: 0.3062 loss_giou_0: 0.5181 loss_ce_1: 0.389 loss_bbox_1: 0.2164 loss_giou_1: 0.3871 loss_ce_2: 0.3206 loss_bbox_2: 0.1977 loss_giou_2: 0.3532 loss_ce_3: 0.2884 loss_bbox_3: 0.187 loss_giou_3: 0.3408 loss_ce_4: 0.2774 loss_bbox_4: 0.1836 loss_giou_4: 0.3363 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 06:57:55] d2.utils.events INFO: eta: 18:07:11 iter: 217719 total_loss: 5.574 loss_ce: 0.2885 loss_bbox: 0.1787 loss_giou: 0.3233 loss_ce_0: 0.5089 loss_bbox_0: 0.314 loss_giou_0: 0.5019 loss_ce_1: 0.3987 loss_bbox_1: 0.2131 loss_giou_1: 0.3659 loss_ce_2: 0.333 loss_bbox_2: 0.198 loss_giou_2: 0.3453 loss_ce_3: 0.3006 loss_bbox_3: 0.1853 loss_giou_3: 0.3307 loss_ce_4: 0.2866 loss_bbox_4: 0.1822 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:01] d2.utils.events INFO: eta: 18:07:08 iter: 217739 total_loss: 5.522 loss_ce: 0.273 loss_bbox: 0.1827 loss_giou: 0.3242 loss_ce_0: 0.4936 loss_bbox_0: 0.3006 loss_giou_0: 0.5119 loss_ce_1: 0.3759 loss_bbox_1: 0.2134 loss_giou_1: 0.3727 loss_ce_2: 0.3085 loss_bbox_2: 0.1906 loss_giou_2: 0.3402 loss_ce_3: 0.2737 loss_bbox_3: 0.19 loss_giou_3: 0.3297 loss_ce_4: 0.2699 loss_bbox_4: 0.1872 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:06] d2.utils.events INFO: eta: 18:07:02 iter: 217759 total_loss: 5.641 loss_ce: 0.2803 loss_bbox: 0.179 loss_giou: 0.3299 loss_ce_0: 0.4966 loss_bbox_0: 0.3058 loss_giou_0: 0.5052 loss_ce_1: 0.3821 loss_bbox_1: 0.2099 loss_giou_1: 0.3804 loss_ce_2: 0.3344 loss_bbox_2: 0.1918 loss_giou_2: 0.3461 loss_ce_3: 0.2998 loss_bbox_3: 0.1836 loss_giou_3: 0.3368 loss_ce_4: 0.2847 loss_bbox_4: 0.1821 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:12] d2.utils.events INFO: eta: 18:07:01 iter: 217779 total_loss: 5.839 loss_ce: 0.2919 loss_bbox: 0.1748 loss_giou: 0.3386 loss_ce_0: 0.4951 loss_bbox_0: 0.3038 loss_giou_0: 0.5196 loss_ce_1: 0.3926 loss_bbox_1: 0.217 loss_giou_1: 0.3887 loss_ce_2: 0.3287 loss_bbox_2: 0.1957 loss_giou_2: 0.3572 loss_ce_3: 0.2925 loss_bbox_3: 0.1869 loss_giou_3: 0.3483 loss_ce_4: 0.2865 loss_bbox_4: 0.1845 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:18] d2.utils.events INFO: eta: 18:06:40 iter: 217799 total_loss: 5.683 loss_ce: 0.2974 loss_bbox: 0.1864 loss_giou: 0.3502 loss_ce_0: 0.5049 loss_bbox_0: 0.309 loss_giou_0: 0.5148 loss_ce_1: 0.3822 loss_bbox_1: 0.2137 loss_giou_1: 0.3989 loss_ce_2: 0.3438 loss_bbox_2: 0.1932 loss_giou_2: 0.3608 loss_ce_3: 0.311 loss_bbox_3: 0.1905 loss_giou_3: 0.3553 loss_ce_4: 0.2966 loss_bbox_4: 0.1858 loss_giou_4: 0.347 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:23] d2.utils.events INFO: eta: 18:06:46 iter: 217819 total_loss: 5.701 loss_ce: 0.3073 loss_bbox: 0.1954 loss_giou: 0.3285 loss_ce_0: 0.5079 loss_bbox_0: 0.3305 loss_giou_0: 0.4971 loss_ce_1: 0.4109 loss_bbox_1: 0.2294 loss_giou_1: 0.3733 loss_ce_2: 0.3433 loss_bbox_2: 0.2081 loss_giou_2: 0.3509 loss_ce_3: 0.32 loss_bbox_3: 0.2105 loss_giou_3: 0.3367 loss_ce_4: 0.3092 loss_bbox_4: 0.2011 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:29] d2.utils.events INFO: eta: 18:06:52 iter: 217839 total_loss: 5.968 loss_ce: 0.2984 loss_bbox: 0.1891 loss_giou: 0.3421 loss_ce_0: 0.5094 loss_bbox_0: 0.3162 loss_giou_0: 0.5231 loss_ce_1: 0.4039 loss_bbox_1: 0.2327 loss_giou_1: 0.3894 loss_ce_2: 0.3458 loss_bbox_2: 0.2062 loss_giou_2: 0.3628 loss_ce_3: 0.3072 loss_bbox_3: 0.199 loss_giou_3: 0.3521 loss_ce_4: 0.3008 loss_bbox_4: 0.1962 loss_giou_4: 0.3469 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:35] d2.utils.events INFO: eta: 18:07:08 iter: 217859 total_loss: 5.333 loss_ce: 0.2826 loss_bbox: 0.1795 loss_giou: 0.3221 loss_ce_0: 0.4992 loss_bbox_0: 0.2854 loss_giou_0: 0.4762 loss_ce_1: 0.3795 loss_bbox_1: 0.2034 loss_giou_1: 0.3668 loss_ce_2: 0.3123 loss_bbox_2: 0.1943 loss_giou_2: 0.3395 loss_ce_3: 0.2876 loss_bbox_3: 0.184 loss_giou_3: 0.3333 loss_ce_4: 0.277 loss_bbox_4: 0.1801 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:40] d2.utils.events INFO: eta: 18:07:12 iter: 217879 total_loss: 5.61 loss_ce: 0.2714 loss_bbox: 0.1896 loss_giou: 0.3348 loss_ce_0: 0.4868 loss_bbox_0: 0.2994 loss_giou_0: 0.513 loss_ce_1: 0.3835 loss_bbox_1: 0.2051 loss_giou_1: 0.3847 loss_ce_2: 0.31 loss_bbox_2: 0.1855 loss_giou_2: 0.3533 loss_ce_3: 0.2787 loss_bbox_3: 0.1922 loss_giou_3: 0.3498 loss_ce_4: 0.2724 loss_bbox_4: 0.1893 loss_giou_4: 0.3376 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:46] d2.utils.events INFO: eta: 18:07:21 iter: 217899 total_loss: 5.657 loss_ce: 0.2868 loss_bbox: 0.1757 loss_giou: 0.3382 loss_ce_0: 0.5093 loss_bbox_0: 0.2931 loss_giou_0: 0.5096 loss_ce_1: 0.4028 loss_bbox_1: 0.2081 loss_giou_1: 0.3727 loss_ce_2: 0.3279 loss_bbox_2: 0.1922 loss_giou_2: 0.3578 loss_ce_3: 0.3022 loss_bbox_3: 0.1891 loss_giou_3: 0.3426 loss_ce_4: 0.2838 loss_bbox_4: 0.1813 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:52] d2.utils.events INFO: eta: 18:07:05 iter: 217919 total_loss: 5.395 loss_ce: 0.2788 loss_bbox: 0.1758 loss_giou: 0.3039 loss_ce_0: 0.4849 loss_bbox_0: 0.3089 loss_giou_0: 0.4899 loss_ce_1: 0.3793 loss_bbox_1: 0.2089 loss_giou_1: 0.3643 loss_ce_2: 0.3135 loss_bbox_2: 0.1854 loss_giou_2: 0.3289 loss_ce_3: 0.288 loss_bbox_3: 0.1773 loss_giou_3: 0.3179 loss_ce_4: 0.2778 loss_bbox_4: 0.1777 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 06:58:57] d2.utils.events INFO: eta: 18:06:55 iter: 217939 total_loss: 5.591 loss_ce: 0.2724 loss_bbox: 0.1872 loss_giou: 0.3494 loss_ce_0: 0.4858 loss_bbox_0: 0.3099 loss_giou_0: 0.5303 loss_ce_1: 0.3763 loss_bbox_1: 0.2161 loss_giou_1: 0.3824 loss_ce_2: 0.3197 loss_bbox_2: 0.196 loss_giou_2: 0.3607 loss_ce_3: 0.2798 loss_bbox_3: 0.192 loss_giou_3: 0.3481 loss_ce_4: 0.2736 loss_bbox_4: 0.1879 loss_giou_4: 0.3463 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:03] d2.utils.events INFO: eta: 18:06:43 iter: 217959 total_loss: 5.465 loss_ce: 0.2599 loss_bbox: 0.176 loss_giou: 0.3345 loss_ce_0: 0.484 loss_bbox_0: 0.2915 loss_giou_0: 0.5085 loss_ce_1: 0.3735 loss_bbox_1: 0.2093 loss_giou_1: 0.3804 loss_ce_2: 0.3023 loss_bbox_2: 0.1846 loss_giou_2: 0.3456 loss_ce_3: 0.2793 loss_bbox_3: 0.1768 loss_giou_3: 0.3415 loss_ce_4: 0.2653 loss_bbox_4: 0.1758 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:09] d2.utils.events INFO: eta: 18:06:37 iter: 217979 total_loss: 5.798 loss_ce: 0.2948 loss_bbox: 0.1944 loss_giou: 0.353 loss_ce_0: 0.4944 loss_bbox_0: 0.3127 loss_giou_0: 0.5497 loss_ce_1: 0.4031 loss_bbox_1: 0.2165 loss_giou_1: 0.4027 loss_ce_2: 0.3301 loss_bbox_2: 0.2029 loss_giou_2: 0.3691 loss_ce_3: 0.3043 loss_bbox_3: 0.197 loss_giou_3: 0.3639 loss_ce_4: 0.2961 loss_bbox_4: 0.1936 loss_giou_4: 0.355 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:14] d2.utils.events INFO: eta: 18:05:57 iter: 217999 total_loss: 5.238 loss_ce: 0.2459 loss_bbox: 0.1757 loss_giou: 0.3186 loss_ce_0: 0.4696 loss_bbox_0: 0.3133 loss_giou_0: 0.4776 loss_ce_1: 0.3538 loss_bbox_1: 0.2036 loss_giou_1: 0.3533 loss_ce_2: 0.2905 loss_bbox_2: 0.1899 loss_giou_2: 0.3338 loss_ce_3: 0.2644 loss_bbox_3: 0.1797 loss_giou_3: 0.3223 loss_ce_4: 0.2542 loss_bbox_4: 0.179 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:20] d2.utils.events INFO: eta: 18:06:19 iter: 218019 total_loss: 5.587 loss_ce: 0.2644 loss_bbox: 0.1791 loss_giou: 0.3359 loss_ce_0: 0.4808 loss_bbox_0: 0.2969 loss_giou_0: 0.5312 loss_ce_1: 0.3722 loss_bbox_1: 0.2152 loss_giou_1: 0.3806 loss_ce_2: 0.3068 loss_bbox_2: 0.1967 loss_giou_2: 0.3518 loss_ce_3: 0.2839 loss_bbox_3: 0.182 loss_giou_3: 0.3403 loss_ce_4: 0.2738 loss_bbox_4: 0.1777 loss_giou_4: 0.3385 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:26] d2.utils.events INFO: eta: 18:05:23 iter: 218039 total_loss: 5.508 loss_ce: 0.2646 loss_bbox: 0.1925 loss_giou: 0.3222 loss_ce_0: 0.4831 loss_bbox_0: 0.318 loss_giou_0: 0.4927 loss_ce_1: 0.3752 loss_bbox_1: 0.2285 loss_giou_1: 0.3757 loss_ce_2: 0.307 loss_bbox_2: 0.2034 loss_giou_2: 0.3393 loss_ce_3: 0.2819 loss_bbox_3: 0.1992 loss_giou_3: 0.3322 loss_ce_4: 0.2701 loss_bbox_4: 0.2004 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:31] d2.utils.events INFO: eta: 18:05:15 iter: 218059 total_loss: 5.768 loss_ce: 0.2894 loss_bbox: 0.1745 loss_giou: 0.3304 loss_ce_0: 0.5065 loss_bbox_0: 0.2922 loss_giou_0: 0.5041 loss_ce_1: 0.3952 loss_bbox_1: 0.2114 loss_giou_1: 0.3799 loss_ce_2: 0.3324 loss_bbox_2: 0.1912 loss_giou_2: 0.3422 loss_ce_3: 0.3055 loss_bbox_3: 0.1856 loss_giou_3: 0.3339 loss_ce_4: 0.286 loss_bbox_4: 0.1785 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:37] d2.utils.events INFO: eta: 18:05:13 iter: 218079 total_loss: 5.855 loss_ce: 0.2976 loss_bbox: 0.1945 loss_giou: 0.3412 loss_ce_0: 0.5024 loss_bbox_0: 0.329 loss_giou_0: 0.5207 loss_ce_1: 0.4002 loss_bbox_1: 0.2289 loss_giou_1: 0.3863 loss_ce_2: 0.3517 loss_bbox_2: 0.2083 loss_giou_2: 0.3603 loss_ce_3: 0.3177 loss_bbox_3: 0.1989 loss_giou_3: 0.3542 loss_ce_4: 0.2973 loss_bbox_4: 0.1944 loss_giou_4: 0.3442 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:43] d2.utils.events INFO: eta: 18:05:08 iter: 218099 total_loss: 5.414 loss_ce: 0.2815 loss_bbox: 0.1737 loss_giou: 0.333 loss_ce_0: 0.4745 loss_bbox_0: 0.2976 loss_giou_0: 0.5083 loss_ce_1: 0.3801 loss_bbox_1: 0.2012 loss_giou_1: 0.3795 loss_ce_2: 0.3158 loss_bbox_2: 0.191 loss_giou_2: 0.3607 loss_ce_3: 0.2933 loss_bbox_3: 0.1765 loss_giou_3: 0.3468 loss_ce_4: 0.2813 loss_bbox_4: 0.1743 loss_giou_4: 0.3388 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:49] d2.utils.events INFO: eta: 18:05:37 iter: 218119 total_loss: 5.77 loss_ce: 0.2897 loss_bbox: 0.205 loss_giou: 0.3432 loss_ce_0: 0.4896 loss_bbox_0: 0.3382 loss_giou_0: 0.5178 loss_ce_1: 0.3868 loss_bbox_1: 0.2244 loss_giou_1: 0.3931 loss_ce_2: 0.3254 loss_bbox_2: 0.2101 loss_giou_2: 0.3679 loss_ce_3: 0.2945 loss_bbox_3: 0.2058 loss_giou_3: 0.3565 loss_ce_4: 0.2856 loss_bbox_4: 0.2021 loss_giou_4: 0.3467 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 06:59:54] d2.utils.events INFO: eta: 18:05:18 iter: 218139 total_loss: 5.505 loss_ce: 0.2761 loss_bbox: 0.1804 loss_giou: 0.3181 loss_ce_0: 0.4948 loss_bbox_0: 0.3091 loss_giou_0: 0.4993 loss_ce_1: 0.3956 loss_bbox_1: 0.2105 loss_giou_1: 0.3638 loss_ce_2: 0.3277 loss_bbox_2: 0.1983 loss_giou_2: 0.3361 loss_ce_3: 0.2966 loss_bbox_3: 0.1894 loss_giou_3: 0.3271 loss_ce_4: 0.2805 loss_bbox_4: 0.1829 loss_giou_4: 0.32 time: 0.2800 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:00] d2.utils.events INFO: eta: 18:05:12 iter: 218159 total_loss: 5.54 loss_ce: 0.2746 loss_bbox: 0.1907 loss_giou: 0.3296 loss_ce_0: 0.4948 loss_bbox_0: 0.3158 loss_giou_0: 0.5005 loss_ce_1: 0.3924 loss_bbox_1: 0.2204 loss_giou_1: 0.3751 loss_ce_2: 0.3231 loss_bbox_2: 0.1994 loss_giou_2: 0.3496 loss_ce_3: 0.2885 loss_bbox_3: 0.195 loss_giou_3: 0.3355 loss_ce_4: 0.2823 loss_bbox_4: 0.1889 loss_giou_4: 0.3288 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:06] d2.utils.events INFO: eta: 18:05:22 iter: 218179 total_loss: 5.643 loss_ce: 0.2868 loss_bbox: 0.1748 loss_giou: 0.3314 loss_ce_0: 0.4863 loss_bbox_0: 0.307 loss_giou_0: 0.5071 loss_ce_1: 0.3913 loss_bbox_1: 0.2099 loss_giou_1: 0.3855 loss_ce_2: 0.3324 loss_bbox_2: 0.1844 loss_giou_2: 0.3573 loss_ce_3: 0.3021 loss_bbox_3: 0.1794 loss_giou_3: 0.3435 loss_ce_4: 0.2916 loss_bbox_4: 0.1771 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:11] d2.utils.events INFO: eta: 18:05:14 iter: 218199 total_loss: 5.499 loss_ce: 0.275 loss_bbox: 0.1977 loss_giou: 0.3184 loss_ce_0: 0.4967 loss_bbox_0: 0.3346 loss_giou_0: 0.4962 loss_ce_1: 0.3738 loss_bbox_1: 0.2301 loss_giou_1: 0.3655 loss_ce_2: 0.3103 loss_bbox_2: 0.2165 loss_giou_2: 0.328 loss_ce_3: 0.2827 loss_bbox_3: 0.2111 loss_giou_3: 0.3257 loss_ce_4: 0.2755 loss_bbox_4: 0.1984 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:17] d2.utils.events INFO: eta: 18:05:36 iter: 218219 total_loss: 5.302 loss_ce: 0.2563 loss_bbox: 0.1801 loss_giou: 0.3095 loss_ce_0: 0.4729 loss_bbox_0: 0.3148 loss_giou_0: 0.4991 loss_ce_1: 0.3595 loss_bbox_1: 0.2118 loss_giou_1: 0.367 loss_ce_2: 0.2947 loss_bbox_2: 0.1937 loss_giou_2: 0.3274 loss_ce_3: 0.2631 loss_bbox_3: 0.1898 loss_giou_3: 0.3247 loss_ce_4: 0.252 loss_bbox_4: 0.1836 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:23] d2.utils.events INFO: eta: 18:05:46 iter: 218239 total_loss: 5.541 loss_ce: 0.2917 loss_bbox: 0.1833 loss_giou: 0.3274 loss_ce_0: 0.4949 loss_bbox_0: 0.2974 loss_giou_0: 0.4979 loss_ce_1: 0.3755 loss_bbox_1: 0.2149 loss_giou_1: 0.3801 loss_ce_2: 0.3337 loss_bbox_2: 0.1883 loss_giou_2: 0.3454 loss_ce_3: 0.3011 loss_bbox_3: 0.1912 loss_giou_3: 0.3348 loss_ce_4: 0.2906 loss_bbox_4: 0.1863 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:28] d2.utils.events INFO: eta: 18:05:53 iter: 218259 total_loss: 5.502 loss_ce: 0.2715 loss_bbox: 0.1789 loss_giou: 0.3284 loss_ce_0: 0.4798 loss_bbox_0: 0.3003 loss_giou_0: 0.5117 loss_ce_1: 0.3676 loss_bbox_1: 0.2098 loss_giou_1: 0.3718 loss_ce_2: 0.3121 loss_bbox_2: 0.1909 loss_giou_2: 0.3469 loss_ce_3: 0.2835 loss_bbox_3: 0.1845 loss_giou_3: 0.3344 loss_ce_4: 0.2655 loss_bbox_4: 0.1815 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:34] d2.utils.events INFO: eta: 18:05:52 iter: 218279 total_loss: 5.668 loss_ce: 0.2745 loss_bbox: 0.1759 loss_giou: 0.3206 loss_ce_0: 0.4764 loss_bbox_0: 0.2923 loss_giou_0: 0.5091 loss_ce_1: 0.401 loss_bbox_1: 0.202 loss_giou_1: 0.3733 loss_ce_2: 0.3247 loss_bbox_2: 0.1844 loss_giou_2: 0.344 loss_ce_3: 0.2922 loss_bbox_3: 0.1825 loss_giou_3: 0.3311 loss_ce_4: 0.2819 loss_bbox_4: 0.1773 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:40] d2.utils.events INFO: eta: 18:05:45 iter: 218299 total_loss: 5.413 loss_ce: 0.2797 loss_bbox: 0.1749 loss_giou: 0.3113 loss_ce_0: 0.4898 loss_bbox_0: 0.2974 loss_giou_0: 0.5005 loss_ce_1: 0.3788 loss_bbox_1: 0.2073 loss_giou_1: 0.3584 loss_ce_2: 0.3165 loss_bbox_2: 0.182 loss_giou_2: 0.3264 loss_ce_3: 0.2858 loss_bbox_3: 0.177 loss_giou_3: 0.3189 loss_ce_4: 0.2779 loss_bbox_4: 0.1747 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:45] d2.utils.events INFO: eta: 18:05:20 iter: 218319 total_loss: 5.417 loss_ce: 0.2754 loss_bbox: 0.1796 loss_giou: 0.3066 loss_ce_0: 0.4704 loss_bbox_0: 0.3112 loss_giou_0: 0.4848 loss_ce_1: 0.3799 loss_bbox_1: 0.2167 loss_giou_1: 0.364 loss_ce_2: 0.3113 loss_bbox_2: 0.194 loss_giou_2: 0.3331 loss_ce_3: 0.2772 loss_bbox_3: 0.1826 loss_giou_3: 0.3148 loss_ce_4: 0.2706 loss_bbox_4: 0.1756 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:51] d2.utils.events INFO: eta: 18:05:25 iter: 218339 total_loss: 5.817 loss_ce: 0.3016 loss_bbox: 0.1921 loss_giou: 0.3333 loss_ce_0: 0.5101 loss_bbox_0: 0.3288 loss_giou_0: 0.5372 loss_ce_1: 0.41 loss_bbox_1: 0.2257 loss_giou_1: 0.3813 loss_ce_2: 0.3432 loss_bbox_2: 0.2054 loss_giou_2: 0.3518 loss_ce_3: 0.3101 loss_bbox_3: 0.1959 loss_giou_3: 0.3409 loss_ce_4: 0.3046 loss_bbox_4: 0.1897 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 07:00:57] d2.utils.events INFO: eta: 18:05:03 iter: 218359 total_loss: 5.626 loss_ce: 0.279 loss_bbox: 0.1861 loss_giou: 0.3314 loss_ce_0: 0.4907 loss_bbox_0: 0.3175 loss_giou_0: 0.5001 loss_ce_1: 0.382 loss_bbox_1: 0.2257 loss_giou_1: 0.3772 loss_ce_2: 0.3146 loss_bbox_2: 0.2021 loss_giou_2: 0.3485 loss_ce_3: 0.293 loss_bbox_3: 0.1974 loss_giou_3: 0.3389 loss_ce_4: 0.2828 loss_bbox_4: 0.1931 loss_giou_4: 0.3365 time: 0.2800 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:02] d2.utils.events INFO: eta: 18:04:58 iter: 218379 total_loss: 5.821 loss_ce: 0.2982 loss_bbox: 0.1887 loss_giou: 0.3157 loss_ce_0: 0.4921 loss_bbox_0: 0.3218 loss_giou_0: 0.5108 loss_ce_1: 0.4054 loss_bbox_1: 0.221 loss_giou_1: 0.3759 loss_ce_2: 0.3418 loss_bbox_2: 0.206 loss_giou_2: 0.3384 loss_ce_3: 0.3138 loss_bbox_3: 0.1964 loss_giou_3: 0.3236 loss_ce_4: 0.3019 loss_bbox_4: 0.1891 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:08] d2.utils.events INFO: eta: 18:04:57 iter: 218399 total_loss: 5.567 loss_ce: 0.2748 loss_bbox: 0.179 loss_giou: 0.3284 loss_ce_0: 0.4984 loss_bbox_0: 0.3045 loss_giou_0: 0.5198 loss_ce_1: 0.3895 loss_bbox_1: 0.2054 loss_giou_1: 0.3802 loss_ce_2: 0.332 loss_bbox_2: 0.1881 loss_giou_2: 0.3459 loss_ce_3: 0.3017 loss_bbox_3: 0.1851 loss_giou_3: 0.3456 loss_ce_4: 0.2866 loss_bbox_4: 0.1787 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:14] d2.utils.events INFO: eta: 18:05:14 iter: 218419 total_loss: 5.492 loss_ce: 0.2645 loss_bbox: 0.183 loss_giou: 0.3306 loss_ce_0: 0.4746 loss_bbox_0: 0.3199 loss_giou_0: 0.4958 loss_ce_1: 0.3744 loss_bbox_1: 0.2131 loss_giou_1: 0.378 loss_ce_2: 0.315 loss_bbox_2: 0.1965 loss_giou_2: 0.3472 loss_ce_3: 0.2697 loss_bbox_3: 0.1931 loss_giou_3: 0.339 loss_ce_4: 0.2583 loss_bbox_4: 0.1877 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:20] d2.utils.events INFO: eta: 18:05:18 iter: 218439 total_loss: 5.755 loss_ce: 0.2978 loss_bbox: 0.1828 loss_giou: 0.3455 loss_ce_0: 0.4978 loss_bbox_0: 0.3176 loss_giou_0: 0.5397 loss_ce_1: 0.3881 loss_bbox_1: 0.2162 loss_giou_1: 0.4003 loss_ce_2: 0.3273 loss_bbox_2: 0.1985 loss_giou_2: 0.3724 loss_ce_3: 0.3013 loss_bbox_3: 0.1864 loss_giou_3: 0.3556 loss_ce_4: 0.2971 loss_bbox_4: 0.1798 loss_giou_4: 0.3491 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:25] d2.utils.events INFO: eta: 18:05:16 iter: 218459 total_loss: 5.369 loss_ce: 0.2723 loss_bbox: 0.1772 loss_giou: 0.3321 loss_ce_0: 0.4831 loss_bbox_0: 0.2941 loss_giou_0: 0.5063 loss_ce_1: 0.3845 loss_bbox_1: 0.2056 loss_giou_1: 0.3777 loss_ce_2: 0.3058 loss_bbox_2: 0.19 loss_giou_2: 0.3466 loss_ce_3: 0.2836 loss_bbox_3: 0.1849 loss_giou_3: 0.3422 loss_ce_4: 0.2663 loss_bbox_4: 0.1827 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:31] d2.utils.events INFO: eta: 18:05:05 iter: 218479 total_loss: 5.709 loss_ce: 0.2871 loss_bbox: 0.1975 loss_giou: 0.326 loss_ce_0: 0.4969 loss_bbox_0: 0.3159 loss_giou_0: 0.5017 loss_ce_1: 0.3964 loss_bbox_1: 0.2385 loss_giou_1: 0.3816 loss_ce_2: 0.3289 loss_bbox_2: 0.2126 loss_giou_2: 0.3448 loss_ce_3: 0.3107 loss_bbox_3: 0.2083 loss_giou_3: 0.3346 loss_ce_4: 0.2952 loss_bbox_4: 0.1966 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:37] d2.utils.events INFO: eta: 18:04:56 iter: 218499 total_loss: 5.679 loss_ce: 0.2925 loss_bbox: 0.1847 loss_giou: 0.3333 loss_ce_0: 0.4863 loss_bbox_0: 0.306 loss_giou_0: 0.5186 loss_ce_1: 0.382 loss_bbox_1: 0.2168 loss_giou_1: 0.385 loss_ce_2: 0.3404 loss_bbox_2: 0.1942 loss_giou_2: 0.3555 loss_ce_3: 0.3091 loss_bbox_3: 0.1889 loss_giou_3: 0.3474 loss_ce_4: 0.2993 loss_bbox_4: 0.1821 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:42] d2.utils.events INFO: eta: 18:04:52 iter: 218519 total_loss: 5.746 loss_ce: 0.2915 loss_bbox: 0.1951 loss_giou: 0.3491 loss_ce_0: 0.4963 loss_bbox_0: 0.3126 loss_giou_0: 0.5259 loss_ce_1: 0.4028 loss_bbox_1: 0.222 loss_giou_1: 0.3912 loss_ce_2: 0.3365 loss_bbox_2: 0.2013 loss_giou_2: 0.3661 loss_ce_3: 0.3084 loss_bbox_3: 0.1984 loss_giou_3: 0.3558 loss_ce_4: 0.2981 loss_bbox_4: 0.1931 loss_giou_4: 0.3512 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:48] d2.utils.events INFO: eta: 18:04:46 iter: 218539 total_loss: 5.433 loss_ce: 0.2665 loss_bbox: 0.1678 loss_giou: 0.3245 loss_ce_0: 0.4749 loss_bbox_0: 0.2919 loss_giou_0: 0.4955 loss_ce_1: 0.3766 loss_bbox_1: 0.2047 loss_giou_1: 0.3687 loss_ce_2: 0.3175 loss_bbox_2: 0.1862 loss_giou_2: 0.3434 loss_ce_3: 0.2764 loss_bbox_3: 0.1721 loss_giou_3: 0.3334 loss_ce_4: 0.2699 loss_bbox_4: 0.1668 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:54] d2.utils.events INFO: eta: 18:04:46 iter: 218559 total_loss: 5.598 loss_ce: 0.2792 loss_bbox: 0.1926 loss_giou: 0.3523 loss_ce_0: 0.4914 loss_bbox_0: 0.2996 loss_giou_0: 0.5307 loss_ce_1: 0.3878 loss_bbox_1: 0.2297 loss_giou_1: 0.4178 loss_ce_2: 0.3257 loss_bbox_2: 0.2038 loss_giou_2: 0.3795 loss_ce_3: 0.2904 loss_bbox_3: 0.1989 loss_giou_3: 0.3654 loss_ce_4: 0.2827 loss_bbox_4: 0.1959 loss_giou_4: 0.3598 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 07:01:59] d2.utils.events INFO: eta: 18:04:39 iter: 218579 total_loss: 5.719 loss_ce: 0.2852 loss_bbox: 0.1937 loss_giou: 0.3285 loss_ce_0: 0.489 loss_bbox_0: 0.3228 loss_giou_0: 0.5025 loss_ce_1: 0.3904 loss_bbox_1: 0.2213 loss_giou_1: 0.3783 loss_ce_2: 0.337 loss_bbox_2: 0.2048 loss_giou_2: 0.3542 loss_ce_3: 0.3047 loss_bbox_3: 0.1987 loss_giou_3: 0.3437 loss_ce_4: 0.2877 loss_bbox_4: 0.1976 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:05] d2.utils.events INFO: eta: 18:04:31 iter: 218599 total_loss: 5.745 loss_ce: 0.2801 loss_bbox: 0.1691 loss_giou: 0.3524 loss_ce_0: 0.4711 loss_bbox_0: 0.2986 loss_giou_0: 0.5253 loss_ce_1: 0.3767 loss_bbox_1: 0.2055 loss_giou_1: 0.3935 loss_ce_2: 0.3304 loss_bbox_2: 0.1866 loss_giou_2: 0.3698 loss_ce_3: 0.2933 loss_bbox_3: 0.1745 loss_giou_3: 0.3617 loss_ce_4: 0.2881 loss_bbox_4: 0.1727 loss_giou_4: 0.3597 time: 0.2800 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:11] d2.utils.events INFO: eta: 18:04:23 iter: 218619 total_loss: 5.525 loss_ce: 0.2654 loss_bbox: 0.1838 loss_giou: 0.3271 loss_ce_0: 0.467 loss_bbox_0: 0.3166 loss_giou_0: 0.5091 loss_ce_1: 0.3649 loss_bbox_1: 0.2246 loss_giou_1: 0.384 loss_ce_2: 0.3077 loss_bbox_2: 0.2048 loss_giou_2: 0.3551 loss_ce_3: 0.2799 loss_bbox_3: 0.1936 loss_giou_3: 0.3406 loss_ce_4: 0.2734 loss_bbox_4: 0.1871 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:16] d2.utils.events INFO: eta: 18:04:24 iter: 218639 total_loss: 5.503 loss_ce: 0.2802 loss_bbox: 0.1802 loss_giou: 0.3233 loss_ce_0: 0.5044 loss_bbox_0: 0.3093 loss_giou_0: 0.5232 loss_ce_1: 0.3774 loss_bbox_1: 0.21 loss_giou_1: 0.386 loss_ce_2: 0.3271 loss_bbox_2: 0.1941 loss_giou_2: 0.3469 loss_ce_3: 0.3043 loss_bbox_3: 0.1845 loss_giou_3: 0.332 loss_ce_4: 0.2877 loss_bbox_4: 0.1843 loss_giou_4: 0.3283 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:22] d2.utils.events INFO: eta: 18:04:14 iter: 218659 total_loss: 5.404 loss_ce: 0.2525 loss_bbox: 0.1734 loss_giou: 0.3192 loss_ce_0: 0.47 loss_bbox_0: 0.2985 loss_giou_0: 0.5105 loss_ce_1: 0.3557 loss_bbox_1: 0.206 loss_giou_1: 0.3684 loss_ce_2: 0.2983 loss_bbox_2: 0.1811 loss_giou_2: 0.3339 loss_ce_3: 0.2663 loss_bbox_3: 0.1726 loss_giou_3: 0.3313 loss_ce_4: 0.2556 loss_bbox_4: 0.178 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:28] d2.utils.events INFO: eta: 18:04:09 iter: 218679 total_loss: 5.54 loss_ce: 0.2799 loss_bbox: 0.1898 loss_giou: 0.3284 loss_ce_0: 0.4956 loss_bbox_0: 0.3013 loss_giou_0: 0.4994 loss_ce_1: 0.3961 loss_bbox_1: 0.2154 loss_giou_1: 0.3729 loss_ce_2: 0.322 loss_bbox_2: 0.193 loss_giou_2: 0.3458 loss_ce_3: 0.2922 loss_bbox_3: 0.1911 loss_giou_3: 0.3345 loss_ce_4: 0.2798 loss_bbox_4: 0.1918 loss_giou_4: 0.3321 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:33] d2.utils.events INFO: eta: 18:04:05 iter: 218699 total_loss: 5.611 loss_ce: 0.2871 loss_bbox: 0.1719 loss_giou: 0.3433 loss_ce_0: 0.4854 loss_bbox_0: 0.309 loss_giou_0: 0.5639 loss_ce_1: 0.385 loss_bbox_1: 0.2021 loss_giou_1: 0.3999 loss_ce_2: 0.3281 loss_bbox_2: 0.1844 loss_giou_2: 0.3679 loss_ce_3: 0.3043 loss_bbox_3: 0.1799 loss_giou_3: 0.3559 loss_ce_4: 0.2869 loss_bbox_4: 0.1735 loss_giou_4: 0.3517 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:39] d2.utils.events INFO: eta: 18:04:02 iter: 218719 total_loss: 5.779 loss_ce: 0.2801 loss_bbox: 0.1934 loss_giou: 0.3384 loss_ce_0: 0.4926 loss_bbox_0: 0.3249 loss_giou_0: 0.5201 loss_ce_1: 0.3935 loss_bbox_1: 0.2217 loss_giou_1: 0.3852 loss_ce_2: 0.3219 loss_bbox_2: 0.2035 loss_giou_2: 0.3666 loss_ce_3: 0.3007 loss_bbox_3: 0.198 loss_giou_3: 0.3541 loss_ce_4: 0.2895 loss_bbox_4: 0.1961 loss_giou_4: 0.3409 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:45] d2.utils.events INFO: eta: 18:03:40 iter: 218739 total_loss: 5.607 loss_ce: 0.3031 loss_bbox: 0.1958 loss_giou: 0.3242 loss_ce_0: 0.4902 loss_bbox_0: 0.316 loss_giou_0: 0.5066 loss_ce_1: 0.3905 loss_bbox_1: 0.2287 loss_giou_1: 0.3714 loss_ce_2: 0.3426 loss_bbox_2: 0.2082 loss_giou_2: 0.3362 loss_ce_3: 0.3087 loss_bbox_3: 0.2002 loss_giou_3: 0.3282 loss_ce_4: 0.3054 loss_bbox_4: 0.1972 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:50] d2.utils.events INFO: eta: 18:03:30 iter: 218759 total_loss: 5.381 loss_ce: 0.2813 loss_bbox: 0.1757 loss_giou: 0.3289 loss_ce_0: 0.4752 loss_bbox_0: 0.3026 loss_giou_0: 0.5024 loss_ce_1: 0.3775 loss_bbox_1: 0.2048 loss_giou_1: 0.373 loss_ce_2: 0.3126 loss_bbox_2: 0.1835 loss_giou_2: 0.3416 loss_ce_3: 0.2803 loss_bbox_3: 0.1807 loss_giou_3: 0.3369 loss_ce_4: 0.2792 loss_bbox_4: 0.1789 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:02:56] d2.utils.events INFO: eta: 18:03:13 iter: 218779 total_loss: 5.53 loss_ce: 0.2648 loss_bbox: 0.1862 loss_giou: 0.333 loss_ce_0: 0.4848 loss_bbox_0: 0.3199 loss_giou_0: 0.5023 loss_ce_1: 0.3673 loss_bbox_1: 0.2148 loss_giou_1: 0.3811 loss_ce_2: 0.308 loss_bbox_2: 0.1998 loss_giou_2: 0.3484 loss_ce_3: 0.2767 loss_bbox_3: 0.1895 loss_giou_3: 0.3376 loss_ce_4: 0.2642 loss_bbox_4: 0.1861 loss_giou_4: 0.334 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:02] d2.utils.events INFO: eta: 18:03:23 iter: 218799 total_loss: 5.836 loss_ce: 0.2933 loss_bbox: 0.1739 loss_giou: 0.3563 loss_ce_0: 0.4867 loss_bbox_0: 0.3046 loss_giou_0: 0.5772 loss_ce_1: 0.3835 loss_bbox_1: 0.2057 loss_giou_1: 0.4155 loss_ce_2: 0.334 loss_bbox_2: 0.183 loss_giou_2: 0.3741 loss_ce_3: 0.3071 loss_bbox_3: 0.1768 loss_giou_3: 0.3687 loss_ce_4: 0.2834 loss_bbox_4: 0.1754 loss_giou_4: 0.3637 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:07] d2.utils.events INFO: eta: 18:03:06 iter: 218819 total_loss: 5.618 loss_ce: 0.2857 loss_bbox: 0.1876 loss_giou: 0.3353 loss_ce_0: 0.5029 loss_bbox_0: 0.3189 loss_giou_0: 0.5153 loss_ce_1: 0.39 loss_bbox_1: 0.2194 loss_giou_1: 0.3825 loss_ce_2: 0.3412 loss_bbox_2: 0.2003 loss_giou_2: 0.3549 loss_ce_3: 0.3054 loss_bbox_3: 0.1921 loss_giou_3: 0.346 loss_ce_4: 0.29 loss_bbox_4: 0.1904 loss_giou_4: 0.3401 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:13] d2.utils.events INFO: eta: 18:02:53 iter: 218839 total_loss: 5.72 loss_ce: 0.2899 loss_bbox: 0.1875 loss_giou: 0.3471 loss_ce_0: 0.497 loss_bbox_0: 0.3131 loss_giou_0: 0.5274 loss_ce_1: 0.3781 loss_bbox_1: 0.2186 loss_giou_1: 0.4079 loss_ce_2: 0.3205 loss_bbox_2: 0.1978 loss_giou_2: 0.381 loss_ce_3: 0.2982 loss_bbox_3: 0.1845 loss_giou_3: 0.3629 loss_ce_4: 0.2929 loss_bbox_4: 0.1792 loss_giou_4: 0.3564 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:19] d2.utils.events INFO: eta: 18:02:48 iter: 218859 total_loss: 5.625 loss_ce: 0.282 loss_bbox: 0.1676 loss_giou: 0.3318 loss_ce_0: 0.4743 loss_bbox_0: 0.2935 loss_giou_0: 0.5263 loss_ce_1: 0.3671 loss_bbox_1: 0.1992 loss_giou_1: 0.3765 loss_ce_2: 0.302 loss_bbox_2: 0.1773 loss_giou_2: 0.3465 loss_ce_3: 0.2785 loss_bbox_3: 0.1722 loss_giou_3: 0.3416 loss_ce_4: 0.2763 loss_bbox_4: 0.1727 loss_giou_4: 0.3365 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:24] d2.utils.events INFO: eta: 18:02:01 iter: 218879 total_loss: 5.722 loss_ce: 0.2903 loss_bbox: 0.1913 loss_giou: 0.3276 loss_ce_0: 0.4924 loss_bbox_0: 0.3176 loss_giou_0: 0.5084 loss_ce_1: 0.3915 loss_bbox_1: 0.2157 loss_giou_1: 0.3806 loss_ce_2: 0.3261 loss_bbox_2: 0.2099 loss_giou_2: 0.3537 loss_ce_3: 0.3013 loss_bbox_3: 0.1959 loss_giou_3: 0.3435 loss_ce_4: 0.2932 loss_bbox_4: 0.1949 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:30] d2.utils.events INFO: eta: 18:01:56 iter: 218899 total_loss: 5.869 loss_ce: 0.3015 loss_bbox: 0.1926 loss_giou: 0.3404 loss_ce_0: 0.51 loss_bbox_0: 0.3187 loss_giou_0: 0.5459 loss_ce_1: 0.3996 loss_bbox_1: 0.2212 loss_giou_1: 0.4033 loss_ce_2: 0.3315 loss_bbox_2: 0.206 loss_giou_2: 0.3704 loss_ce_3: 0.305 loss_bbox_3: 0.1976 loss_giou_3: 0.3562 loss_ce_4: 0.2937 loss_bbox_4: 0.1938 loss_giou_4: 0.3506 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:36] d2.utils.events INFO: eta: 18:02:28 iter: 218919 total_loss: 5.662 loss_ce: 0.2781 loss_bbox: 0.1823 loss_giou: 0.3257 loss_ce_0: 0.4834 loss_bbox_0: 0.3028 loss_giou_0: 0.5144 loss_ce_1: 0.3627 loss_bbox_1: 0.2132 loss_giou_1: 0.3804 loss_ce_2: 0.3053 loss_bbox_2: 0.191 loss_giou_2: 0.3483 loss_ce_3: 0.2909 loss_bbox_3: 0.185 loss_giou_3: 0.3317 loss_ce_4: 0.2828 loss_bbox_4: 0.1849 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:41] d2.utils.events INFO: eta: 18:01:42 iter: 218939 total_loss: 5.748 loss_ce: 0.3052 loss_bbox: 0.1869 loss_giou: 0.3213 loss_ce_0: 0.5006 loss_bbox_0: 0.3264 loss_giou_0: 0.4892 loss_ce_1: 0.3984 loss_bbox_1: 0.2223 loss_giou_1: 0.3747 loss_ce_2: 0.3372 loss_bbox_2: 0.2034 loss_giou_2: 0.3432 loss_ce_3: 0.3111 loss_bbox_3: 0.1953 loss_giou_3: 0.3255 loss_ce_4: 0.3067 loss_bbox_4: 0.1891 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:47] d2.utils.events INFO: eta: 18:01:45 iter: 218959 total_loss: 5.655 loss_ce: 0.292 loss_bbox: 0.1984 loss_giou: 0.3179 loss_ce_0: 0.5034 loss_bbox_0: 0.3252 loss_giou_0: 0.491 loss_ce_1: 0.3881 loss_bbox_1: 0.2371 loss_giou_1: 0.375 loss_ce_2: 0.3344 loss_bbox_2: 0.211 loss_giou_2: 0.3426 loss_ce_3: 0.3087 loss_bbox_3: 0.205 loss_giou_3: 0.3258 loss_ce_4: 0.2952 loss_bbox_4: 0.2018 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:53] d2.utils.events INFO: eta: 18:02:14 iter: 218979 total_loss: 5.804 loss_ce: 0.2984 loss_bbox: 0.1666 loss_giou: 0.3454 loss_ce_0: 0.4928 loss_bbox_0: 0.3053 loss_giou_0: 0.5302 loss_ce_1: 0.4029 loss_bbox_1: 0.2071 loss_giou_1: 0.4085 loss_ce_2: 0.3383 loss_bbox_2: 0.1889 loss_giou_2: 0.3719 loss_ce_3: 0.3035 loss_bbox_3: 0.1763 loss_giou_3: 0.3517 loss_ce_4: 0.299 loss_bbox_4: 0.1696 loss_giou_4: 0.3493 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 07:03:59] d2.utils.events INFO: eta: 18:02:34 iter: 218999 total_loss: 5.686 loss_ce: 0.2953 loss_bbox: 0.1819 loss_giou: 0.348 loss_ce_0: 0.5146 loss_bbox_0: 0.3245 loss_giou_0: 0.5557 loss_ce_1: 0.3932 loss_bbox_1: 0.2145 loss_giou_1: 0.3895 loss_ce_2: 0.3342 loss_bbox_2: 0.1923 loss_giou_2: 0.3643 loss_ce_3: 0.312 loss_bbox_3: 0.1852 loss_giou_3: 0.3545 loss_ce_4: 0.2975 loss_bbox_4: 0.1843 loss_giou_4: 0.3495 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:04] d2.utils.events INFO: eta: 18:02:28 iter: 219019 total_loss: 5.932 loss_ce: 0.2999 loss_bbox: 0.1917 loss_giou: 0.3528 loss_ce_0: 0.4892 loss_bbox_0: 0.318 loss_giou_0: 0.534 loss_ce_1: 0.4014 loss_bbox_1: 0.2228 loss_giou_1: 0.4014 loss_ce_2: 0.3424 loss_bbox_2: 0.2069 loss_giou_2: 0.3684 loss_ce_3: 0.3041 loss_bbox_3: 0.1951 loss_giou_3: 0.3658 loss_ce_4: 0.2956 loss_bbox_4: 0.1923 loss_giou_4: 0.3579 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:10] d2.utils.events INFO: eta: 18:02:37 iter: 219039 total_loss: 5.668 loss_ce: 0.2807 loss_bbox: 0.1901 loss_giou: 0.3227 loss_ce_0: 0.4813 loss_bbox_0: 0.3163 loss_giou_0: 0.5176 loss_ce_1: 0.3834 loss_bbox_1: 0.2222 loss_giou_1: 0.3767 loss_ce_2: 0.3247 loss_bbox_2: 0.2036 loss_giou_2: 0.3442 loss_ce_3: 0.299 loss_bbox_3: 0.1944 loss_giou_3: 0.3371 loss_ce_4: 0.2861 loss_bbox_4: 0.1918 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:16] d2.utils.events INFO: eta: 18:02:53 iter: 219059 total_loss: 5.833 loss_ce: 0.2961 loss_bbox: 0.1847 loss_giou: 0.3505 loss_ce_0: 0.497 loss_bbox_0: 0.3191 loss_giou_0: 0.5579 loss_ce_1: 0.3963 loss_bbox_1: 0.2225 loss_giou_1: 0.4157 loss_ce_2: 0.3523 loss_bbox_2: 0.1953 loss_giou_2: 0.3752 loss_ce_3: 0.3144 loss_bbox_3: 0.1921 loss_giou_3: 0.3538 loss_ce_4: 0.3017 loss_bbox_4: 0.1906 loss_giou_4: 0.3496 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:21] d2.utils.events INFO: eta: 18:03:01 iter: 219079 total_loss: 5.642 loss_ce: 0.2742 loss_bbox: 0.1815 loss_giou: 0.3373 loss_ce_0: 0.4789 loss_bbox_0: 0.3092 loss_giou_0: 0.5291 loss_ce_1: 0.3669 loss_bbox_1: 0.2186 loss_giou_1: 0.3781 loss_ce_2: 0.3157 loss_bbox_2: 0.1985 loss_giou_2: 0.349 loss_ce_3: 0.2881 loss_bbox_3: 0.1897 loss_giou_3: 0.3323 loss_ce_4: 0.2792 loss_bbox_4: 0.1863 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:27] d2.utils.events INFO: eta: 18:03:02 iter: 219099 total_loss: 5.183 loss_ce: 0.2531 loss_bbox: 0.1851 loss_giou: 0.3154 loss_ce_0: 0.4675 loss_bbox_0: 0.2977 loss_giou_0: 0.4878 loss_ce_1: 0.3623 loss_bbox_1: 0.2151 loss_giou_1: 0.3574 loss_ce_2: 0.2995 loss_bbox_2: 0.1977 loss_giou_2: 0.3333 loss_ce_3: 0.2633 loss_bbox_3: 0.189 loss_giou_3: 0.3189 loss_ce_4: 0.2589 loss_bbox_4: 0.1877 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:33] d2.utils.events INFO: eta: 18:02:50 iter: 219119 total_loss: 5.589 loss_ce: 0.2806 loss_bbox: 0.1821 loss_giou: 0.3273 loss_ce_0: 0.4788 loss_bbox_0: 0.31 loss_giou_0: 0.5184 loss_ce_1: 0.3736 loss_bbox_1: 0.2174 loss_giou_1: 0.3753 loss_ce_2: 0.3158 loss_bbox_2: 0.197 loss_giou_2: 0.3445 loss_ce_3: 0.2884 loss_bbox_3: 0.1927 loss_giou_3: 0.3301 loss_ce_4: 0.2808 loss_bbox_4: 0.1878 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:38] d2.utils.events INFO: eta: 18:02:39 iter: 219139 total_loss: 5.589 loss_ce: 0.293 loss_bbox: 0.1698 loss_giou: 0.3451 loss_ce_0: 0.5083 loss_bbox_0: 0.3003 loss_giou_0: 0.5663 loss_ce_1: 0.3922 loss_bbox_1: 0.2076 loss_giou_1: 0.4157 loss_ce_2: 0.3364 loss_bbox_2: 0.1832 loss_giou_2: 0.3698 loss_ce_3: 0.3108 loss_bbox_3: 0.1818 loss_giou_3: 0.3608 loss_ce_4: 0.3026 loss_bbox_4: 0.1748 loss_giou_4: 0.3506 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:44] d2.utils.events INFO: eta: 18:02:55 iter: 219159 total_loss: 5.686 loss_ce: 0.2867 loss_bbox: 0.1785 loss_giou: 0.3373 loss_ce_0: 0.4979 loss_bbox_0: 0.2984 loss_giou_0: 0.5172 loss_ce_1: 0.391 loss_bbox_1: 0.2103 loss_giou_1: 0.3815 loss_ce_2: 0.3172 loss_bbox_2: 0.1925 loss_giou_2: 0.3558 loss_ce_3: 0.2972 loss_bbox_3: 0.1854 loss_giou_3: 0.3484 loss_ce_4: 0.2878 loss_bbox_4: 0.1795 loss_giou_4: 0.3401 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:50] d2.utils.events INFO: eta: 18:02:39 iter: 219179 total_loss: 5.447 loss_ce: 0.2589 loss_bbox: 0.1804 loss_giou: 0.3198 loss_ce_0: 0.4762 loss_bbox_0: 0.3066 loss_giou_0: 0.4911 loss_ce_1: 0.3784 loss_bbox_1: 0.2124 loss_giou_1: 0.3629 loss_ce_2: 0.3144 loss_bbox_2: 0.1905 loss_giou_2: 0.3339 loss_ce_3: 0.2846 loss_bbox_3: 0.1804 loss_giou_3: 0.3256 loss_ce_4: 0.2615 loss_bbox_4: 0.1818 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 07:04:55] d2.utils.events INFO: eta: 18:02:50 iter: 219199 total_loss: 5.849 loss_ce: 0.2807 loss_bbox: 0.1999 loss_giou: 0.3382 loss_ce_0: 0.5143 loss_bbox_0: 0.3174 loss_giou_0: 0.5271 loss_ce_1: 0.4034 loss_bbox_1: 0.2229 loss_giou_1: 0.3803 loss_ce_2: 0.3299 loss_bbox_2: 0.2113 loss_giou_2: 0.3581 loss_ce_3: 0.2937 loss_bbox_3: 0.1999 loss_giou_3: 0.3488 loss_ce_4: 0.2874 loss_bbox_4: 0.2 loss_giou_4: 0.3392 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:01] d2.utils.events INFO: eta: 18:02:43 iter: 219219 total_loss: 5.595 loss_ce: 0.2951 loss_bbox: 0.1794 loss_giou: 0.3381 loss_ce_0: 0.5135 loss_bbox_0: 0.3079 loss_giou_0: 0.5094 loss_ce_1: 0.3973 loss_bbox_1: 0.2136 loss_giou_1: 0.3787 loss_ce_2: 0.3209 loss_bbox_2: 0.1983 loss_giou_2: 0.3516 loss_ce_3: 0.2996 loss_bbox_3: 0.1836 loss_giou_3: 0.3445 loss_ce_4: 0.2853 loss_bbox_4: 0.1808 loss_giou_4: 0.3417 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:07] d2.utils.events INFO: eta: 18:02:32 iter: 219239 total_loss: 5.419 loss_ce: 0.2522 loss_bbox: 0.1779 loss_giou: 0.3201 loss_ce_0: 0.4706 loss_bbox_0: 0.3029 loss_giou_0: 0.494 loss_ce_1: 0.3555 loss_bbox_1: 0.2095 loss_giou_1: 0.358 loss_ce_2: 0.3068 loss_bbox_2: 0.1868 loss_giou_2: 0.3424 loss_ce_3: 0.2667 loss_bbox_3: 0.1794 loss_giou_3: 0.3307 loss_ce_4: 0.2498 loss_bbox_4: 0.1782 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:12] d2.utils.events INFO: eta: 18:02:06 iter: 219259 total_loss: 5.508 loss_ce: 0.2653 loss_bbox: 0.1985 loss_giou: 0.3283 loss_ce_0: 0.4976 loss_bbox_0: 0.3137 loss_giou_0: 0.5022 loss_ce_1: 0.3742 loss_bbox_1: 0.2289 loss_giou_1: 0.3785 loss_ce_2: 0.3166 loss_bbox_2: 0.2107 loss_giou_2: 0.3494 loss_ce_3: 0.2861 loss_bbox_3: 0.2014 loss_giou_3: 0.3358 loss_ce_4: 0.2792 loss_bbox_4: 0.1992 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:18] d2.utils.events INFO: eta: 18:01:37 iter: 219279 total_loss: 5.632 loss_ce: 0.2753 loss_bbox: 0.1756 loss_giou: 0.3368 loss_ce_0: 0.4911 loss_bbox_0: 0.3094 loss_giou_0: 0.5124 loss_ce_1: 0.3774 loss_bbox_1: 0.2093 loss_giou_1: 0.3871 loss_ce_2: 0.3176 loss_bbox_2: 0.1915 loss_giou_2: 0.3614 loss_ce_3: 0.2873 loss_bbox_3: 0.1847 loss_giou_3: 0.347 loss_ce_4: 0.2717 loss_bbox_4: 0.1787 loss_giou_4: 0.3431 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:24] d2.utils.events INFO: eta: 18:01:54 iter: 219299 total_loss: 5.817 loss_ce: 0.2888 loss_bbox: 0.1797 loss_giou: 0.3366 loss_ce_0: 0.4983 loss_bbox_0: 0.3049 loss_giou_0: 0.5331 loss_ce_1: 0.3992 loss_bbox_1: 0.2185 loss_giou_1: 0.3839 loss_ce_2: 0.3281 loss_bbox_2: 0.2053 loss_giou_2: 0.363 loss_ce_3: 0.3064 loss_bbox_3: 0.1899 loss_giou_3: 0.3476 loss_ce_4: 0.2937 loss_bbox_4: 0.1831 loss_giou_4: 0.3418 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:30] d2.utils.events INFO: eta: 18:01:49 iter: 219319 total_loss: 5.456 loss_ce: 0.2814 loss_bbox: 0.1761 loss_giou: 0.3286 loss_ce_0: 0.5076 loss_bbox_0: 0.292 loss_giou_0: 0.4917 loss_ce_1: 0.3862 loss_bbox_1: 0.213 loss_giou_1: 0.3657 loss_ce_2: 0.3378 loss_bbox_2: 0.1883 loss_giou_2: 0.3406 loss_ce_3: 0.2951 loss_bbox_3: 0.1846 loss_giou_3: 0.3327 loss_ce_4: 0.2814 loss_bbox_4: 0.1811 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:35] d2.utils.events INFO: eta: 18:01:20 iter: 219339 total_loss: 5.968 loss_ce: 0.2926 loss_bbox: 0.1903 loss_giou: 0.3587 loss_ce_0: 0.5056 loss_bbox_0: 0.3197 loss_giou_0: 0.5448 loss_ce_1: 0.3996 loss_bbox_1: 0.221 loss_giou_1: 0.3998 loss_ce_2: 0.3306 loss_bbox_2: 0.209 loss_giou_2: 0.3744 loss_ce_3: 0.3116 loss_bbox_3: 0.1959 loss_giou_3: 0.3607 loss_ce_4: 0.2976 loss_bbox_4: 0.187 loss_giou_4: 0.361 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:41] d2.utils.events INFO: eta: 18:01:05 iter: 219359 total_loss: 5.355 loss_ce: 0.2602 loss_bbox: 0.1833 loss_giou: 0.3144 loss_ce_0: 0.488 loss_bbox_0: 0.3011 loss_giou_0: 0.49 loss_ce_1: 0.3798 loss_bbox_1: 0.2128 loss_giou_1: 0.3611 loss_ce_2: 0.3123 loss_bbox_2: 0.1974 loss_giou_2: 0.3334 loss_ce_3: 0.2827 loss_bbox_3: 0.1857 loss_giou_3: 0.3252 loss_ce_4: 0.258 loss_bbox_4: 0.184 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:47] d2.utils.events INFO: eta: 18:00:56 iter: 219379 total_loss: 5.99 loss_ce: 0.3083 loss_bbox: 0.1835 loss_giou: 0.3349 loss_ce_0: 0.5232 loss_bbox_0: 0.3138 loss_giou_0: 0.5469 loss_ce_1: 0.4161 loss_bbox_1: 0.2197 loss_giou_1: 0.3996 loss_ce_2: 0.355 loss_bbox_2: 0.1993 loss_giou_2: 0.3665 loss_ce_3: 0.3256 loss_bbox_3: 0.1879 loss_giou_3: 0.3553 loss_ce_4: 0.3154 loss_bbox_4: 0.1831 loss_giou_4: 0.3379 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:52] d2.utils.events INFO: eta: 18:00:52 iter: 219399 total_loss: 5.462 loss_ce: 0.2803 loss_bbox: 0.1637 loss_giou: 0.3244 loss_ce_0: 0.4937 loss_bbox_0: 0.2952 loss_giou_0: 0.5322 loss_ce_1: 0.3924 loss_bbox_1: 0.2023 loss_giou_1: 0.3781 loss_ce_2: 0.3233 loss_bbox_2: 0.1783 loss_giou_2: 0.3507 loss_ce_3: 0.296 loss_bbox_3: 0.1713 loss_giou_3: 0.3358 loss_ce_4: 0.2825 loss_bbox_4: 0.1649 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 07:05:58] d2.utils.events INFO: eta: 18:00:27 iter: 219419 total_loss: 5.707 loss_ce: 0.2966 loss_bbox: 0.1895 loss_giou: 0.3483 loss_ce_0: 0.499 loss_bbox_0: 0.3189 loss_giou_0: 0.5401 loss_ce_1: 0.4025 loss_bbox_1: 0.2106 loss_giou_1: 0.3988 loss_ce_2: 0.3413 loss_bbox_2: 0.1989 loss_giou_2: 0.3721 loss_ce_3: 0.3086 loss_bbox_3: 0.1942 loss_giou_3: 0.3599 loss_ce_4: 0.2995 loss_bbox_4: 0.1938 loss_giou_4: 0.3535 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:04] d2.utils.events INFO: eta: 18:00:19 iter: 219439 total_loss: 5.642 loss_ce: 0.2989 loss_bbox: 0.1853 loss_giou: 0.3404 loss_ce_0: 0.5128 loss_bbox_0: 0.3248 loss_giou_0: 0.5266 loss_ce_1: 0.4121 loss_bbox_1: 0.2219 loss_giou_1: 0.3914 loss_ce_2: 0.3373 loss_bbox_2: 0.1958 loss_giou_2: 0.3556 loss_ce_3: 0.3161 loss_bbox_3: 0.1889 loss_giou_3: 0.3471 loss_ce_4: 0.3066 loss_bbox_4: 0.1891 loss_giou_4: 0.3409 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:09] d2.utils.events INFO: eta: 18:00:16 iter: 219459 total_loss: 5.448 loss_ce: 0.2808 loss_bbox: 0.1678 loss_giou: 0.3098 loss_ce_0: 0.4759 loss_bbox_0: 0.2788 loss_giou_0: 0.4774 loss_ce_1: 0.3928 loss_bbox_1: 0.1953 loss_giou_1: 0.3583 loss_ce_2: 0.3154 loss_bbox_2: 0.1772 loss_giou_2: 0.3327 loss_ce_3: 0.2913 loss_bbox_3: 0.1697 loss_giou_3: 0.3174 loss_ce_4: 0.2867 loss_bbox_4: 0.1688 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:15] d2.utils.events INFO: eta: 18:00:26 iter: 219479 total_loss: 5.454 loss_ce: 0.2823 loss_bbox: 0.1771 loss_giou: 0.3471 loss_ce_0: 0.4733 loss_bbox_0: 0.294 loss_giou_0: 0.5183 loss_ce_1: 0.3815 loss_bbox_1: 0.2128 loss_giou_1: 0.3847 loss_ce_2: 0.3146 loss_bbox_2: 0.197 loss_giou_2: 0.3732 loss_ce_3: 0.2837 loss_bbox_3: 0.1878 loss_giou_3: 0.3529 loss_ce_4: 0.2782 loss_bbox_4: 0.1809 loss_giou_4: 0.3522 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:21] d2.utils.events INFO: eta: 18:00:43 iter: 219499 total_loss: 5.992 loss_ce: 0.3108 loss_bbox: 0.1844 loss_giou: 0.3536 loss_ce_0: 0.5028 loss_bbox_0: 0.3229 loss_giou_0: 0.5535 loss_ce_1: 0.4002 loss_bbox_1: 0.221 loss_giou_1: 0.4099 loss_ce_2: 0.3384 loss_bbox_2: 0.1984 loss_giou_2: 0.3815 loss_ce_3: 0.3117 loss_bbox_3: 0.1901 loss_giou_3: 0.3684 loss_ce_4: 0.3004 loss_bbox_4: 0.1875 loss_giou_4: 0.3609 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:26] d2.utils.events INFO: eta: 18:00:25 iter: 219519 total_loss: 5.276 loss_ce: 0.2545 loss_bbox: 0.1714 loss_giou: 0.3074 loss_ce_0: 0.4807 loss_bbox_0: 0.2915 loss_giou_0: 0.4902 loss_ce_1: 0.3765 loss_bbox_1: 0.2028 loss_giou_1: 0.3565 loss_ce_2: 0.3026 loss_bbox_2: 0.1866 loss_giou_2: 0.3223 loss_ce_3: 0.2759 loss_bbox_3: 0.1729 loss_giou_3: 0.3109 loss_ce_4: 0.2686 loss_bbox_4: 0.1732 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:32] d2.utils.events INFO: eta: 18:00:43 iter: 219539 total_loss: 5.594 loss_ce: 0.287 loss_bbox: 0.1745 loss_giou: 0.3262 loss_ce_0: 0.4929 loss_bbox_0: 0.3063 loss_giou_0: 0.5134 loss_ce_1: 0.3753 loss_bbox_1: 0.2102 loss_giou_1: 0.3759 loss_ce_2: 0.3259 loss_bbox_2: 0.1847 loss_giou_2: 0.3515 loss_ce_3: 0.2916 loss_bbox_3: 0.1846 loss_giou_3: 0.3322 loss_ce_4: 0.2862 loss_bbox_4: 0.1796 loss_giou_4: 0.3292 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:38] d2.utils.events INFO: eta: 18:00:09 iter: 219559 total_loss: 5.694 loss_ce: 0.2589 loss_bbox: 0.1909 loss_giou: 0.3409 loss_ce_0: 0.4724 loss_bbox_0: 0.3017 loss_giou_0: 0.5081 loss_ce_1: 0.3638 loss_bbox_1: 0.2121 loss_giou_1: 0.3821 loss_ce_2: 0.303 loss_bbox_2: 0.1985 loss_giou_2: 0.3566 loss_ce_3: 0.2781 loss_bbox_3: 0.1968 loss_giou_3: 0.3452 loss_ce_4: 0.2742 loss_bbox_4: 0.1899 loss_giou_4: 0.3419 time: 0.2801 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:44] d2.utils.events INFO: eta: 18:00:05 iter: 219579 total_loss: 5.387 loss_ce: 0.2774 loss_bbox: 0.1829 loss_giou: 0.3174 loss_ce_0: 0.482 loss_bbox_0: 0.3175 loss_giou_0: 0.4924 loss_ce_1: 0.3702 loss_bbox_1: 0.2143 loss_giou_1: 0.3669 loss_ce_2: 0.3177 loss_bbox_2: 0.1993 loss_giou_2: 0.3389 loss_ce_3: 0.2911 loss_bbox_3: 0.1894 loss_giou_3: 0.3304 loss_ce_4: 0.2748 loss_bbox_4: 0.1846 loss_giou_4: 0.321 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:49] d2.utils.events INFO: eta: 18:00:26 iter: 219599 total_loss: 5.416 loss_ce: 0.2587 loss_bbox: 0.1809 loss_giou: 0.3222 loss_ce_0: 0.4727 loss_bbox_0: 0.3046 loss_giou_0: 0.4812 loss_ce_1: 0.3816 loss_bbox_1: 0.2147 loss_giou_1: 0.3686 loss_ce_2: 0.3088 loss_bbox_2: 0.1985 loss_giou_2: 0.3362 loss_ce_3: 0.2698 loss_bbox_3: 0.192 loss_giou_3: 0.3317 loss_ce_4: 0.265 loss_bbox_4: 0.1845 loss_giou_4: 0.3261 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 07:06:55] d2.utils.events INFO: eta: 18:00:24 iter: 219619 total_loss: 5.799 loss_ce: 0.2812 loss_bbox: 0.1847 loss_giou: 0.3494 loss_ce_0: 0.4941 loss_bbox_0: 0.3155 loss_giou_0: 0.509 loss_ce_1: 0.3912 loss_bbox_1: 0.2264 loss_giou_1: 0.3833 loss_ce_2: 0.3189 loss_bbox_2: 0.2059 loss_giou_2: 0.3656 loss_ce_3: 0.285 loss_bbox_3: 0.1921 loss_giou_3: 0.3542 loss_ce_4: 0.2807 loss_bbox_4: 0.187 loss_giou_4: 0.351 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:01] d2.utils.events INFO: eta: 17:59:47 iter: 219639 total_loss: 5.473 loss_ce: 0.2638 loss_bbox: 0.1795 loss_giou: 0.3265 loss_ce_0: 0.4747 loss_bbox_0: 0.2985 loss_giou_0: 0.4862 loss_ce_1: 0.3684 loss_bbox_1: 0.2108 loss_giou_1: 0.3605 loss_ce_2: 0.3138 loss_bbox_2: 0.1952 loss_giou_2: 0.3357 loss_ce_3: 0.2719 loss_bbox_3: 0.1925 loss_giou_3: 0.334 loss_ce_4: 0.2646 loss_bbox_4: 0.1821 loss_giou_4: 0.3315 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:06] d2.utils.events INFO: eta: 17:59:29 iter: 219659 total_loss: 5.476 loss_ce: 0.2765 loss_bbox: 0.181 loss_giou: 0.3299 loss_ce_0: 0.4904 loss_bbox_0: 0.2976 loss_giou_0: 0.508 loss_ce_1: 0.3805 loss_bbox_1: 0.2051 loss_giou_1: 0.3729 loss_ce_2: 0.3226 loss_bbox_2: 0.192 loss_giou_2: 0.3493 loss_ce_3: 0.2948 loss_bbox_3: 0.1866 loss_giou_3: 0.3344 loss_ce_4: 0.2856 loss_bbox_4: 0.1843 loss_giou_4: 0.332 time: 0.2801 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:12] d2.utils.events INFO: eta: 17:59:37 iter: 219679 total_loss: 5.845 loss_ce: 0.2899 loss_bbox: 0.1864 loss_giou: 0.3642 loss_ce_0: 0.5097 loss_bbox_0: 0.3254 loss_giou_0: 0.5692 loss_ce_1: 0.3946 loss_bbox_1: 0.2208 loss_giou_1: 0.4344 loss_ce_2: 0.34 loss_bbox_2: 0.1996 loss_giou_2: 0.3828 loss_ce_3: 0.3031 loss_bbox_3: 0.1979 loss_giou_3: 0.3724 loss_ce_4: 0.2905 loss_bbox_4: 0.1942 loss_giou_4: 0.371 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:18] d2.utils.events INFO: eta: 17:59:30 iter: 219699 total_loss: 5.39 loss_ce: 0.2813 loss_bbox: 0.1794 loss_giou: 0.3304 loss_ce_0: 0.4905 loss_bbox_0: 0.2992 loss_giou_0: 0.5107 loss_ce_1: 0.3754 loss_bbox_1: 0.2167 loss_giou_1: 0.3742 loss_ce_2: 0.3234 loss_bbox_2: 0.1921 loss_giou_2: 0.3476 loss_ce_3: 0.2896 loss_bbox_3: 0.1862 loss_giou_3: 0.3443 loss_ce_4: 0.2908 loss_bbox_4: 0.1809 loss_giou_4: 0.3325 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:23] d2.utils.events INFO: eta: 17:59:12 iter: 219719 total_loss: 5.727 loss_ce: 0.2923 loss_bbox: 0.1943 loss_giou: 0.3245 loss_ce_0: 0.5054 loss_bbox_0: 0.3017 loss_giou_0: 0.4991 loss_ce_1: 0.3924 loss_bbox_1: 0.2298 loss_giou_1: 0.3728 loss_ce_2: 0.3445 loss_bbox_2: 0.1996 loss_giou_2: 0.3409 loss_ce_3: 0.303 loss_bbox_3: 0.1987 loss_giou_3: 0.3325 loss_ce_4: 0.2921 loss_bbox_4: 0.1993 loss_giou_4: 0.3255 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:29] d2.utils.events INFO: eta: 17:59:46 iter: 219739 total_loss: 5.564 loss_ce: 0.2719 loss_bbox: 0.1841 loss_giou: 0.3133 loss_ce_0: 0.4959 loss_bbox_0: 0.3161 loss_giou_0: 0.4922 loss_ce_1: 0.3774 loss_bbox_1: 0.2169 loss_giou_1: 0.3725 loss_ce_2: 0.3199 loss_bbox_2: 0.1951 loss_giou_2: 0.3404 loss_ce_3: 0.2893 loss_bbox_3: 0.1979 loss_giou_3: 0.3285 loss_ce_4: 0.2809 loss_bbox_4: 0.1908 loss_giou_4: 0.3185 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:35] d2.utils.events INFO: eta: 18:00:00 iter: 219759 total_loss: 5.905 loss_ce: 0.2914 loss_bbox: 0.1895 loss_giou: 0.3468 loss_ce_0: 0.4924 loss_bbox_0: 0.3254 loss_giou_0: 0.5227 loss_ce_1: 0.3959 loss_bbox_1: 0.2268 loss_giou_1: 0.3974 loss_ce_2: 0.3349 loss_bbox_2: 0.2054 loss_giou_2: 0.3755 loss_ce_3: 0.3054 loss_bbox_3: 0.1948 loss_giou_3: 0.3622 loss_ce_4: 0.2947 loss_bbox_4: 0.1907 loss_giou_4: 0.3486 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:40] d2.utils.events INFO: eta: 18:00:07 iter: 219779 total_loss: 5.955 loss_ce: 0.3198 loss_bbox: 0.1907 loss_giou: 0.3238 loss_ce_0: 0.5132 loss_bbox_0: 0.3288 loss_giou_0: 0.4976 loss_ce_1: 0.4 loss_bbox_1: 0.2172 loss_giou_1: 0.3749 loss_ce_2: 0.357 loss_bbox_2: 0.2038 loss_giou_2: 0.3455 loss_ce_3: 0.3226 loss_bbox_3: 0.1976 loss_giou_3: 0.3334 loss_ce_4: 0.3163 loss_bbox_4: 0.1947 loss_giou_4: 0.327 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:46] d2.utils.events INFO: eta: 18:00:08 iter: 219799 total_loss: 5.99 loss_ce: 0.309 loss_bbox: 0.1845 loss_giou: 0.3624 loss_ce_0: 0.511 loss_bbox_0: 0.3218 loss_giou_0: 0.536 loss_ce_1: 0.4 loss_bbox_1: 0.2183 loss_giou_1: 0.4076 loss_ce_2: 0.3474 loss_bbox_2: 0.1965 loss_giou_2: 0.3821 loss_ce_3: 0.3189 loss_bbox_3: 0.1899 loss_giou_3: 0.3716 loss_ce_4: 0.3099 loss_bbox_4: 0.1876 loss_giou_4: 0.3653 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:52] d2.utils.events INFO: eta: 18:00:14 iter: 219819 total_loss: 5.92 loss_ce: 0.2776 loss_bbox: 0.1753 loss_giou: 0.3541 loss_ce_0: 0.4962 loss_bbox_0: 0.3094 loss_giou_0: 0.5309 loss_ce_1: 0.3949 loss_bbox_1: 0.2116 loss_giou_1: 0.4131 loss_ce_2: 0.3188 loss_bbox_2: 0.1928 loss_giou_2: 0.3723 loss_ce_3: 0.2933 loss_bbox_3: 0.1829 loss_giou_3: 0.3628 loss_ce_4: 0.2789 loss_bbox_4: 0.1748 loss_giou_4: 0.3525 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:07:57] d2.utils.events INFO: eta: 18:00:09 iter: 219839 total_loss: 5.327 loss_ce: 0.2729 loss_bbox: 0.1766 loss_giou: 0.3231 loss_ce_0: 0.4745 loss_bbox_0: 0.2888 loss_giou_0: 0.4984 loss_ce_1: 0.3706 loss_bbox_1: 0.2019 loss_giou_1: 0.3593 loss_ce_2: 0.3161 loss_bbox_2: 0.1885 loss_giou_2: 0.3291 loss_ce_3: 0.2858 loss_bbox_3: 0.1831 loss_giou_3: 0.3262 loss_ce_4: 0.2638 loss_bbox_4: 0.1804 loss_giou_4: 0.324 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 07:08:03] d2.utils.events INFO: eta: 18:00:03 iter: 219859 total_loss: 5.645 loss_ce: 0.3019 loss_bbox: 0.1727 loss_giou: 0.3312 loss_ce_0: 0.4948 loss_bbox_0: 0.3016 loss_giou_0: 0.5137 loss_ce_1: 0.3946 loss_bbox_1: 0.201 loss_giou_1: 0.3823 loss_ce_2: 0.3371 loss_bbox_2: 0.1881 loss_giou_2: 0.349 loss_ce_3: 0.3089 loss_bbox_3: 0.1754 loss_giou_3: 0.3413 loss_ce_4: 0.3009 loss_bbox_4: 0.1738 loss_giou_4: 0.3377 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 07:08:09] d2.utils.events INFO: eta: 18:00:31 iter: 219879 total_loss: 6.035 loss_ce: 0.3091 loss_bbox: 0.1921 loss_giou: 0.3776 loss_ce_0: 0.5288 loss_bbox_0: 0.3023 loss_giou_0: 0.5637 loss_ce_1: 0.4181 loss_bbox_1: 0.2175 loss_giou_1: 0.4241 loss_ce_2: 0.3436 loss_bbox_2: 0.1968 loss_giou_2: 0.3937 loss_ce_3: 0.3086 loss_bbox_3: 0.1942 loss_giou_3: 0.3857 loss_ce_4: 0.3096 loss_bbox_4: 0.1924 loss_giou_4: 0.3794 time: 0.2801 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 07:08:15] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 07:08:15] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 07:08:15] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 07:08:15] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 07:08:15] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 07:08:16] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 07:08:23] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0481 s/iter. Eval: 0.0003 s/iter. Total: 0.0494 s/iter. ETA=0:00:30 [11/03 07:08:28] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0003 s/iter. Total: 0.0515 s/iter. ETA=0:00:26 [11/03 07:08:33] d2.evaluation.evaluator INFO: Inference done 202/625. Dataloading: 0.0027 s/iter. Inference: 0.0491 s/iter. Eval: 0.0003 s/iter. Total: 0.0524 s/iter. ETA=0:00:22 [11/03 07:08:38] d2.evaluation.evaluator INFO: Inference done 284/625. Dataloading: 0.0027 s/iter. Inference: 0.0496 s/iter. Eval: 0.0026 s/iter. Total: 0.0550 s/iter. ETA=0:00:18 [11/03 07:08:43] d2.evaluation.evaluator INFO: Inference done 380/625. Dataloading: 0.0028 s/iter. Inference: 0.0494 s/iter. Eval: 0.0020 s/iter. Total: 0.0544 s/iter. ETA=0:00:13 [11/03 07:08:48] d2.evaluation.evaluator INFO: Inference done 478/625. Dataloading: 0.0029 s/iter. Inference: 0.0490 s/iter. Eval: 0.0017 s/iter. Total: 0.0537 s/iter. ETA=0:00:07 [11/03 07:08:53] d2.evaluation.evaluator INFO: Inference done 571/625. Dataloading: 0.0029 s/iter. Inference: 0.0493 s/iter. Eval: 0.0015 s/iter. Total: 0.0538 s/iter. ETA=0:00:02 [11/03 07:08:56] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.448371 (0.053949 s / iter per device, on 8 devices) [11/03 07:08:56] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049043 s / iter per device, on 8 devices) [11/03 07:09:05] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 07:09:05] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 07:09:07] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 07:09:10] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 07:09:22] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.08 seconds. [11/03 07:09:23] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 07:09:24] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.34 seconds. [11/03 07:09:24] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 41.976 | 60.763 | 45.051 | 25.075 | 44.943 | 57.228 | [11/03 07:09:24] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.389 | bicycle | 28.009 | car | 42.807 | | motorcycle | 41.465 | airplane | 68.211 | bus | 64.694 | | train | 65.364 | truck | 34.640 | boat | 26.824 | | traffic light | 26.686 | fire hydrant | 67.039 | stop sign | 66.719 | | parking meter | 46.695 | bench | 25.770 | bird | 37.063 | | cat | 72.143 | dog | 64.374 | horse | 59.044 | | sheep | 50.145 | cow | 58.198 | elephant | 62.975 | | bear | 71.348 | zebra | 66.089 | giraffe | 66.595 | | backpack | 14.963 | umbrella | 36.180 | handbag | 14.356 | | tie | 32.191 | suitcase | 38.628 | frisbee | 69.517 | | skis | 25.361 | snowboard | 41.962 | sports ball | 47.586 | | kite | 46.409 | baseball bat | 32.209 | baseball glove | 37.151 | | skateboard | 54.337 | surfboard | 36.472 | tennis racket | 47.681 | | bottle | 37.309 | wine glass | 33.388 | cup | 41.109 | | fork | 33.288 | knife | 14.149 | spoon | 17.251 | | bowl | 41.482 | banana | 22.436 | apple | 18.968 | | sandwich | 38.716 | orange | 29.696 | broccoli | 20.540 | | carrot | 21.938 | hot dog | 34.347 | pizza | 53.934 | | donut | 45.551 | cake | 37.055 | chair | 25.596 | | couch | 47.334 | potted plant | 24.137 | bed | 48.064 | | dining table | 29.117 | toilet | 60.285 | tv | 57.865 | | laptop | 60.846 | mouse | 58.618 | remote | 31.303 | | keyboard | 48.797 | cell phone | 37.736 | microwave | 60.023 | | oven | 36.081 | toaster | 37.462 | sink | 36.054 | | refrigerator | 61.463 | book | 12.378 | clock | 53.162 | | vase | 36.089 | scissors | 38.503 | teddy bear | 44.361 | | hair drier | 6.208 | toothbrush | 24.136 | | | [11/03 07:09:25] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 07:09:25] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 07:09:25] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 07:09:25] d2.evaluation.testing INFO: copypaste: 41.9758,60.7633,45.0505,25.0748,44.9427,57.2282 [11/03 07:09:25] d2.utils.events INFO: eta: 18:00:11 iter: 219899 total_loss: 5.733 loss_ce: 0.2939 loss_bbox: 0.1894 loss_giou: 0.3369 loss_ce_0: 0.4874 loss_bbox_0: 0.2914 loss_giou_0: 0.5299 loss_ce_1: 0.402 loss_bbox_1: 0.2154 loss_giou_1: 0.3786 loss_ce_2: 0.3185 loss_bbox_2: 0.1981 loss_giou_2: 0.3464 loss_ce_3: 0.3031 loss_bbox_3: 0.1932 loss_giou_3: 0.3416 loss_ce_4: 0.2854 loss_bbox_4: 0.1901 loss_giou_4: 0.3351 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 07:09:31] d2.utils.events INFO: eta: 17:59:54 iter: 219919 total_loss: 5.516 loss_ce: 0.2821 loss_bbox: 0.1721 loss_giou: 0.3283 loss_ce_0: 0.4921 loss_bbox_0: 0.3073 loss_giou_0: 0.497 loss_ce_1: 0.3933 loss_bbox_1: 0.2034 loss_giou_1: 0.3621 loss_ce_2: 0.327 loss_bbox_2: 0.1857 loss_giou_2: 0.3371 loss_ce_3: 0.2912 loss_bbox_3: 0.1811 loss_giou_3: 0.3308 loss_ce_4: 0.2801 loss_bbox_4: 0.1755 loss_giou_4: 0.3341 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 07:09:36] d2.utils.events INFO: eta: 18:00:10 iter: 219939 total_loss: 5.544 loss_ce: 0.2727 loss_bbox: 0.2029 loss_giou: 0.3397 loss_ce_0: 0.4874 loss_bbox_0: 0.3273 loss_giou_0: 0.4942 loss_ce_1: 0.3916 loss_bbox_1: 0.2354 loss_giou_1: 0.3814 loss_ce_2: 0.3314 loss_bbox_2: 0.2193 loss_giou_2: 0.3573 loss_ce_3: 0.2952 loss_bbox_3: 0.211 loss_giou_3: 0.3455 loss_ce_4: 0.281 loss_bbox_4: 0.2074 loss_giou_4: 0.3359 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 07:09:42] d2.utils.events INFO: eta: 18:00:04 iter: 219959 total_loss: 5.839 loss_ce: 0.2894 loss_bbox: 0.1869 loss_giou: 0.349 loss_ce_0: 0.5022 loss_bbox_0: 0.3063 loss_giou_0: 0.5281 loss_ce_1: 0.3909 loss_bbox_1: 0.2132 loss_giou_1: 0.3991 loss_ce_2: 0.3278 loss_bbox_2: 0.2012 loss_giou_2: 0.3681 loss_ce_3: 0.2879 loss_bbox_3: 0.191 loss_giou_3: 0.363 loss_ce_4: 0.2903 loss_bbox_4: 0.1848 loss_giou_4: 0.3637 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:09:48] d2.utils.events INFO: eta: 17:59:26 iter: 219979 total_loss: 5.874 loss_ce: 0.311 loss_bbox: 0.1878 loss_giou: 0.3403 loss_ce_0: 0.5024 loss_bbox_0: 0.3359 loss_giou_0: 0.508 loss_ce_1: 0.4075 loss_bbox_1: 0.2199 loss_giou_1: 0.3968 loss_ce_2: 0.3411 loss_bbox_2: 0.2005 loss_giou_2: 0.3608 loss_ce_3: 0.3157 loss_bbox_3: 0.193 loss_giou_3: 0.3394 loss_ce_4: 0.3086 loss_bbox_4: 0.1857 loss_giou_4: 0.3416 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:09:53] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0219999.pth [11/03 07:09:55] d2.utils.events INFO: eta: 17:59:18 iter: 219999 total_loss: 5.56 loss_ce: 0.2984 loss_bbox: 0.1791 loss_giou: 0.3234 loss_ce_0: 0.4958 loss_bbox_0: 0.3144 loss_giou_0: 0.501 loss_ce_1: 0.3908 loss_bbox_1: 0.2115 loss_giou_1: 0.3739 loss_ce_2: 0.3271 loss_bbox_2: 0.1928 loss_giou_2: 0.3475 loss_ce_3: 0.3026 loss_bbox_3: 0.189 loss_giou_3: 0.3355 loss_ce_4: 0.295 loss_bbox_4: 0.1823 loss_giou_4: 0.3258 time: 0.2801 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:01] d2.utils.events INFO: eta: 17:58:57 iter: 220019 total_loss: 5.646 loss_ce: 0.2943 loss_bbox: 0.1916 loss_giou: 0.3216 loss_ce_0: 0.4938 loss_bbox_0: 0.3042 loss_giou_0: 0.4899 loss_ce_1: 0.3844 loss_bbox_1: 0.2187 loss_giou_1: 0.3543 loss_ce_2: 0.3255 loss_bbox_2: 0.2051 loss_giou_2: 0.3284 loss_ce_3: 0.3087 loss_bbox_3: 0.2009 loss_giou_3: 0.3304 loss_ce_4: 0.2931 loss_bbox_4: 0.1973 loss_giou_4: 0.3201 time: 0.2801 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:07] d2.utils.events INFO: eta: 17:59:07 iter: 220039 total_loss: 5.795 loss_ce: 0.2907 loss_bbox: 0.1834 loss_giou: 0.354 loss_ce_0: 0.4805 loss_bbox_0: 0.3206 loss_giou_0: 0.5429 loss_ce_1: 0.3864 loss_bbox_1: 0.2213 loss_giou_1: 0.3925 loss_ce_2: 0.3262 loss_bbox_2: 0.2005 loss_giou_2: 0.3707 loss_ce_3: 0.2974 loss_bbox_3: 0.1884 loss_giou_3: 0.3587 loss_ce_4: 0.2924 loss_bbox_4: 0.1853 loss_giou_4: 0.3529 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:12] d2.utils.events INFO: eta: 17:59:04 iter: 220059 total_loss: 5.745 loss_ce: 0.289 loss_bbox: 0.1947 loss_giou: 0.3436 loss_ce_0: 0.4808 loss_bbox_0: 0.3193 loss_giou_0: 0.5278 loss_ce_1: 0.3896 loss_bbox_1: 0.2257 loss_giou_1: 0.4018 loss_ce_2: 0.3331 loss_bbox_2: 0.2016 loss_giou_2: 0.3621 loss_ce_3: 0.2975 loss_bbox_3: 0.1972 loss_giou_3: 0.3531 loss_ce_4: 0.2867 loss_bbox_4: 0.1927 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:18] d2.utils.events INFO: eta: 17:58:49 iter: 220079 total_loss: 5.343 loss_ce: 0.2672 loss_bbox: 0.1762 loss_giou: 0.308 loss_ce_0: 0.4653 loss_bbox_0: 0.3033 loss_giou_0: 0.501 loss_ce_1: 0.3642 loss_bbox_1: 0.2098 loss_giou_1: 0.3604 loss_ce_2: 0.3074 loss_bbox_2: 0.1882 loss_giou_2: 0.3252 loss_ce_3: 0.2767 loss_bbox_3: 0.1778 loss_giou_3: 0.3142 loss_ce_4: 0.2701 loss_bbox_4: 0.1767 loss_giou_4: 0.3107 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:24] d2.utils.events INFO: eta: 17:58:50 iter: 220099 total_loss: 5.21 loss_ce: 0.2659 loss_bbox: 0.1841 loss_giou: 0.3227 loss_ce_0: 0.4795 loss_bbox_0: 0.3057 loss_giou_0: 0.5085 loss_ce_1: 0.351 loss_bbox_1: 0.2165 loss_giou_1: 0.3642 loss_ce_2: 0.3034 loss_bbox_2: 0.1949 loss_giou_2: 0.3313 loss_ce_3: 0.2736 loss_bbox_3: 0.1888 loss_giou_3: 0.3271 loss_ce_4: 0.2701 loss_bbox_4: 0.1847 loss_giou_4: 0.3225 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:29] d2.utils.events INFO: eta: 17:58:58 iter: 220119 total_loss: 5.877 loss_ce: 0.3082 loss_bbox: 0.2045 loss_giou: 0.3379 loss_ce_0: 0.5137 loss_bbox_0: 0.3221 loss_giou_0: 0.5195 loss_ce_1: 0.3952 loss_bbox_1: 0.2369 loss_giou_1: 0.3917 loss_ce_2: 0.3347 loss_bbox_2: 0.2189 loss_giou_2: 0.3565 loss_ce_3: 0.3176 loss_bbox_3: 0.2085 loss_giou_3: 0.3442 loss_ce_4: 0.3146 loss_bbox_4: 0.2059 loss_giou_4: 0.3375 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:35] d2.utils.events INFO: eta: 17:58:52 iter: 220139 total_loss: 5.857 loss_ce: 0.3048 loss_bbox: 0.1771 loss_giou: 0.346 loss_ce_0: 0.5082 loss_bbox_0: 0.3101 loss_giou_0: 0.5303 loss_ce_1: 0.4066 loss_bbox_1: 0.2157 loss_giou_1: 0.3976 loss_ce_2: 0.344 loss_bbox_2: 0.1938 loss_giou_2: 0.3759 loss_ce_3: 0.314 loss_bbox_3: 0.189 loss_giou_3: 0.3643 loss_ce_4: 0.3127 loss_bbox_4: 0.1826 loss_giou_4: 0.3541 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:41] d2.utils.events INFO: eta: 17:58:51 iter: 220159 total_loss: 5.835 loss_ce: 0.2875 loss_bbox: 0.1755 loss_giou: 0.3555 loss_ce_0: 0.5077 loss_bbox_0: 0.3022 loss_giou_0: 0.5364 loss_ce_1: 0.3973 loss_bbox_1: 0.2143 loss_giou_1: 0.4057 loss_ce_2: 0.3282 loss_bbox_2: 0.1851 loss_giou_2: 0.3765 loss_ce_3: 0.2982 loss_bbox_3: 0.1761 loss_giou_3: 0.364 loss_ce_4: 0.2862 loss_bbox_4: 0.1744 loss_giou_4: 0.3604 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:46] d2.utils.events INFO: eta: 17:58:53 iter: 220179 total_loss: 5.73 loss_ce: 0.2881 loss_bbox: 0.186 loss_giou: 0.347 loss_ce_0: 0.5042 loss_bbox_0: 0.3075 loss_giou_0: 0.5421 loss_ce_1: 0.3898 loss_bbox_1: 0.2183 loss_giou_1: 0.3992 loss_ce_2: 0.3315 loss_bbox_2: 0.1978 loss_giou_2: 0.3594 loss_ce_3: 0.2951 loss_bbox_3: 0.1936 loss_giou_3: 0.3594 loss_ce_4: 0.2948 loss_bbox_4: 0.1871 loss_giou_4: 0.3492 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:52] d2.utils.events INFO: eta: 17:58:51 iter: 220199 total_loss: 5.8 loss_ce: 0.3077 loss_bbox: 0.1817 loss_giou: 0.344 loss_ce_0: 0.5096 loss_bbox_0: 0.3096 loss_giou_0: 0.504 loss_ce_1: 0.4024 loss_bbox_1: 0.2158 loss_giou_1: 0.3799 loss_ce_2: 0.3353 loss_bbox_2: 0.1949 loss_giou_2: 0.3574 loss_ce_3: 0.3108 loss_bbox_3: 0.189 loss_giou_3: 0.3534 loss_ce_4: 0.311 loss_bbox_4: 0.182 loss_giou_4: 0.3493 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 07:10:58] d2.utils.events INFO: eta: 17:58:58 iter: 220219 total_loss: 5.685 loss_ce: 0.2914 loss_bbox: 0.1839 loss_giou: 0.33 loss_ce_0: 0.4931 loss_bbox_0: 0.3239 loss_giou_0: 0.5093 loss_ce_1: 0.3946 loss_bbox_1: 0.2266 loss_giou_1: 0.3771 loss_ce_2: 0.3335 loss_bbox_2: 0.1974 loss_giou_2: 0.3546 loss_ce_3: 0.2994 loss_bbox_3: 0.1889 loss_giou_3: 0.3405 loss_ce_4: 0.2928 loss_bbox_4: 0.1867 loss_giou_4: 0.336 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:04] d2.utils.events INFO: eta: 17:58:49 iter: 220239 total_loss: 5.696 loss_ce: 0.3053 loss_bbox: 0.1846 loss_giou: 0.3475 loss_ce_0: 0.4992 loss_bbox_0: 0.3115 loss_giou_0: 0.5347 loss_ce_1: 0.3984 loss_bbox_1: 0.2115 loss_giou_1: 0.3992 loss_ce_2: 0.3442 loss_bbox_2: 0.1966 loss_giou_2: 0.3693 loss_ce_3: 0.3213 loss_bbox_3: 0.1943 loss_giou_3: 0.3581 loss_ce_4: 0.3024 loss_bbox_4: 0.1881 loss_giou_4: 0.3489 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:09] d2.utils.events INFO: eta: 17:59:09 iter: 220259 total_loss: 5.694 loss_ce: 0.2918 loss_bbox: 0.1901 loss_giou: 0.3633 loss_ce_0: 0.4914 loss_bbox_0: 0.3164 loss_giou_0: 0.5319 loss_ce_1: 0.4003 loss_bbox_1: 0.2199 loss_giou_1: 0.4028 loss_ce_2: 0.3347 loss_bbox_2: 0.2014 loss_giou_2: 0.3724 loss_ce_3: 0.3179 loss_bbox_3: 0.1915 loss_giou_3: 0.364 loss_ce_4: 0.2881 loss_bbox_4: 0.1936 loss_giou_4: 0.3621 time: 0.2801 data_time: 0.0185 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:15] d2.utils.events INFO: eta: 17:59:12 iter: 220279 total_loss: 5.925 loss_ce: 0.2962 loss_bbox: 0.1817 loss_giou: 0.3557 loss_ce_0: 0.5143 loss_bbox_0: 0.3027 loss_giou_0: 0.5213 loss_ce_1: 0.3986 loss_bbox_1: 0.216 loss_giou_1: 0.403 loss_ce_2: 0.3414 loss_bbox_2: 0.206 loss_giou_2: 0.3784 loss_ce_3: 0.3064 loss_bbox_3: 0.1883 loss_giou_3: 0.3727 loss_ce_4: 0.2974 loss_bbox_4: 0.1847 loss_giou_4: 0.3631 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:21] d2.utils.events INFO: eta: 17:58:39 iter: 220299 total_loss: 5.665 loss_ce: 0.2886 loss_bbox: 0.1739 loss_giou: 0.3295 loss_ce_0: 0.4909 loss_bbox_0: 0.3038 loss_giou_0: 0.5412 loss_ce_1: 0.3801 loss_bbox_1: 0.2063 loss_giou_1: 0.39 loss_ce_2: 0.3262 loss_bbox_2: 0.1863 loss_giou_2: 0.3633 loss_ce_3: 0.3032 loss_bbox_3: 0.1775 loss_giou_3: 0.3468 loss_ce_4: 0.291 loss_bbox_4: 0.1709 loss_giou_4: 0.3338 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:26] d2.utils.events INFO: eta: 17:58:37 iter: 220319 total_loss: 5.938 loss_ce: 0.2873 loss_bbox: 0.1756 loss_giou: 0.3428 loss_ce_0: 0.4982 loss_bbox_0: 0.3096 loss_giou_0: 0.5313 loss_ce_1: 0.3768 loss_bbox_1: 0.2152 loss_giou_1: 0.3871 loss_ce_2: 0.323 loss_bbox_2: 0.1936 loss_giou_2: 0.365 loss_ce_3: 0.3008 loss_bbox_3: 0.1872 loss_giou_3: 0.3566 loss_ce_4: 0.288 loss_bbox_4: 0.1819 loss_giou_4: 0.3478 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:32] d2.utils.events INFO: eta: 17:58:37 iter: 220339 total_loss: 5.234 loss_ce: 0.2648 loss_bbox: 0.1786 loss_giou: 0.3243 loss_ce_0: 0.4751 loss_bbox_0: 0.3042 loss_giou_0: 0.4931 loss_ce_1: 0.3696 loss_bbox_1: 0.2104 loss_giou_1: 0.3709 loss_ce_2: 0.3134 loss_bbox_2: 0.191 loss_giou_2: 0.3417 loss_ce_3: 0.2839 loss_bbox_3: 0.1805 loss_giou_3: 0.3326 loss_ce_4: 0.2684 loss_bbox_4: 0.1798 loss_giou_4: 0.3288 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:38] d2.utils.events INFO: eta: 17:58:56 iter: 220359 total_loss: 5.593 loss_ce: 0.2824 loss_bbox: 0.1993 loss_giou: 0.3288 loss_ce_0: 0.5086 loss_bbox_0: 0.3148 loss_giou_0: 0.507 loss_ce_1: 0.371 loss_bbox_1: 0.2322 loss_giou_1: 0.3677 loss_ce_2: 0.3113 loss_bbox_2: 0.2157 loss_giou_2: 0.3464 loss_ce_3: 0.2948 loss_bbox_3: 0.2003 loss_giou_3: 0.3386 loss_ce_4: 0.2761 loss_bbox_4: 0.2047 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:43] d2.utils.events INFO: eta: 17:59:06 iter: 220379 total_loss: 5.718 loss_ce: 0.2902 loss_bbox: 0.1707 loss_giou: 0.342 loss_ce_0: 0.4996 loss_bbox_0: 0.3171 loss_giou_0: 0.5243 loss_ce_1: 0.3916 loss_bbox_1: 0.2157 loss_giou_1: 0.3988 loss_ce_2: 0.333 loss_bbox_2: 0.1868 loss_giou_2: 0.3643 loss_ce_3: 0.3109 loss_bbox_3: 0.1828 loss_giou_3: 0.3466 loss_ce_4: 0.2961 loss_bbox_4: 0.1739 loss_giou_4: 0.342 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:49] d2.utils.events INFO: eta: 17:58:59 iter: 220399 total_loss: 5.957 loss_ce: 0.3236 loss_bbox: 0.1992 loss_giou: 0.364 loss_ce_0: 0.515 loss_bbox_0: 0.3372 loss_giou_0: 0.5476 loss_ce_1: 0.4091 loss_bbox_1: 0.2354 loss_giou_1: 0.4232 loss_ce_2: 0.364 loss_bbox_2: 0.2151 loss_giou_2: 0.388 loss_ce_3: 0.3368 loss_bbox_3: 0.2039 loss_giou_3: 0.381 loss_ce_4: 0.3272 loss_bbox_4: 0.201 loss_giou_4: 0.368 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 07:11:55] d2.utils.events INFO: eta: 17:58:21 iter: 220419 total_loss: 5.814 loss_ce: 0.3086 loss_bbox: 0.1904 loss_giou: 0.3293 loss_ce_0: 0.5182 loss_bbox_0: 0.3164 loss_giou_0: 0.5028 loss_ce_1: 0.4077 loss_bbox_1: 0.2198 loss_giou_1: 0.3795 loss_ce_2: 0.3454 loss_bbox_2: 0.2031 loss_giou_2: 0.3453 loss_ce_3: 0.3224 loss_bbox_3: 0.195 loss_giou_3: 0.336 loss_ce_4: 0.3141 loss_bbox_4: 0.1945 loss_giou_4: 0.3294 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:00] d2.utils.events INFO: eta: 17:58:09 iter: 220439 total_loss: 5.586 loss_ce: 0.2815 loss_bbox: 0.1794 loss_giou: 0.3317 loss_ce_0: 0.5101 loss_bbox_0: 0.3035 loss_giou_0: 0.5204 loss_ce_1: 0.407 loss_bbox_1: 0.212 loss_giou_1: 0.3843 loss_ce_2: 0.3335 loss_bbox_2: 0.1934 loss_giou_2: 0.3551 loss_ce_3: 0.2929 loss_bbox_3: 0.1882 loss_giou_3: 0.3492 loss_ce_4: 0.2761 loss_bbox_4: 0.1806 loss_giou_4: 0.3371 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:06] d2.utils.events INFO: eta: 17:58:09 iter: 220459 total_loss: 5.565 loss_ce: 0.2971 loss_bbox: 0.1689 loss_giou: 0.3279 loss_ce_0: 0.5092 loss_bbox_0: 0.3042 loss_giou_0: 0.5173 loss_ce_1: 0.3914 loss_bbox_1: 0.2016 loss_giou_1: 0.3897 loss_ce_2: 0.3405 loss_bbox_2: 0.1841 loss_giou_2: 0.3561 loss_ce_3: 0.3128 loss_bbox_3: 0.1762 loss_giou_3: 0.3394 loss_ce_4: 0.2982 loss_bbox_4: 0.1738 loss_giou_4: 0.3286 time: 0.2801 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:12] d2.utils.events INFO: eta: 17:58:30 iter: 220479 total_loss: 5.87 loss_ce: 0.2888 loss_bbox: 0.1912 loss_giou: 0.3453 loss_ce_0: 0.509 loss_bbox_0: 0.3172 loss_giou_0: 0.517 loss_ce_1: 0.4029 loss_bbox_1: 0.2193 loss_giou_1: 0.3897 loss_ce_2: 0.3308 loss_bbox_2: 0.203 loss_giou_2: 0.3617 loss_ce_3: 0.3004 loss_bbox_3: 0.1956 loss_giou_3: 0.35 loss_ce_4: 0.2927 loss_bbox_4: 0.1936 loss_giou_4: 0.3428 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:17] d2.utils.events INFO: eta: 17:57:47 iter: 220499 total_loss: 5.658 loss_ce: 0.2885 loss_bbox: 0.1866 loss_giou: 0.3361 loss_ce_0: 0.5016 loss_bbox_0: 0.32 loss_giou_0: 0.5225 loss_ce_1: 0.3901 loss_bbox_1: 0.2206 loss_giou_1: 0.3934 loss_ce_2: 0.3285 loss_bbox_2: 0.2015 loss_giou_2: 0.3528 loss_ce_3: 0.2948 loss_bbox_3: 0.1972 loss_giou_3: 0.3459 loss_ce_4: 0.2898 loss_bbox_4: 0.1921 loss_giou_4: 0.3372 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:23] d2.utils.events INFO: eta: 17:57:46 iter: 220519 total_loss: 5.85 loss_ce: 0.3029 loss_bbox: 0.184 loss_giou: 0.3514 loss_ce_0: 0.5126 loss_bbox_0: 0.3321 loss_giou_0: 0.5458 loss_ce_1: 0.3956 loss_bbox_1: 0.2158 loss_giou_1: 0.4068 loss_ce_2: 0.3358 loss_bbox_2: 0.1956 loss_giou_2: 0.3765 loss_ce_3: 0.311 loss_bbox_3: 0.1898 loss_giou_3: 0.3661 loss_ce_4: 0.3009 loss_bbox_4: 0.1853 loss_giou_4: 0.3561 time: 0.2801 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:29] d2.utils.events INFO: eta: 17:57:40 iter: 220539 total_loss: 5.629 loss_ce: 0.2917 loss_bbox: 0.1776 loss_giou: 0.3314 loss_ce_0: 0.5001 loss_bbox_0: 0.2991 loss_giou_0: 0.5128 loss_ce_1: 0.3861 loss_bbox_1: 0.2126 loss_giou_1: 0.3896 loss_ce_2: 0.3265 loss_bbox_2: 0.1893 loss_giou_2: 0.3472 loss_ce_3: 0.2945 loss_bbox_3: 0.1816 loss_giou_3: 0.3403 loss_ce_4: 0.2853 loss_bbox_4: 0.1782 loss_giou_4: 0.3351 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:35] d2.utils.events INFO: eta: 17:58:00 iter: 220559 total_loss: 5.646 loss_ce: 0.2926 loss_bbox: 0.1868 loss_giou: 0.3429 loss_ce_0: 0.491 loss_bbox_0: 0.3106 loss_giou_0: 0.5111 loss_ce_1: 0.3961 loss_bbox_1: 0.2224 loss_giou_1: 0.3801 loss_ce_2: 0.3328 loss_bbox_2: 0.205 loss_giou_2: 0.3491 loss_ce_3: 0.2968 loss_bbox_3: 0.1943 loss_giou_3: 0.3473 loss_ce_4: 0.2968 loss_bbox_4: 0.1854 loss_giou_4: 0.3447 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:40] d2.utils.events INFO: eta: 17:58:19 iter: 220579 total_loss: 5.743 loss_ce: 0.2888 loss_bbox: 0.1925 loss_giou: 0.3327 loss_ce_0: 0.5019 loss_bbox_0: 0.306 loss_giou_0: 0.517 loss_ce_1: 0.3884 loss_bbox_1: 0.2213 loss_giou_1: 0.3854 loss_ce_2: 0.3252 loss_bbox_2: 0.19 loss_giou_2: 0.3582 loss_ce_3: 0.2915 loss_bbox_3: 0.19 loss_giou_3: 0.3508 loss_ce_4: 0.2906 loss_bbox_4: 0.1895 loss_giou_4: 0.336 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:46] d2.utils.events INFO: eta: 17:57:48 iter: 220599 total_loss: 5.639 loss_ce: 0.2891 loss_bbox: 0.1802 loss_giou: 0.3466 loss_ce_0: 0.4812 loss_bbox_0: 0.3108 loss_giou_0: 0.5086 loss_ce_1: 0.3991 loss_bbox_1: 0.2096 loss_giou_1: 0.3734 loss_ce_2: 0.3289 loss_bbox_2: 0.1948 loss_giou_2: 0.3525 loss_ce_3: 0.2992 loss_bbox_3: 0.1894 loss_giou_3: 0.3481 loss_ce_4: 0.2909 loss_bbox_4: 0.1799 loss_giou_4: 0.3452 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:52] d2.utils.events INFO: eta: 17:57:18 iter: 220619 total_loss: 5.609 loss_ce: 0.2896 loss_bbox: 0.1888 loss_giou: 0.31 loss_ce_0: 0.496 loss_bbox_0: 0.3123 loss_giou_0: 0.4803 loss_ce_1: 0.3922 loss_bbox_1: 0.2177 loss_giou_1: 0.3519 loss_ce_2: 0.326 loss_bbox_2: 0.2016 loss_giou_2: 0.3285 loss_ce_3: 0.2983 loss_bbox_3: 0.1978 loss_giou_3: 0.3173 loss_ce_4: 0.2907 loss_bbox_4: 0.1907 loss_giou_4: 0.3143 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 07:12:57] d2.utils.events INFO: eta: 17:57:30 iter: 220639 total_loss: 5.494 loss_ce: 0.2785 loss_bbox: 0.1723 loss_giou: 0.3213 loss_ce_0: 0.4898 loss_bbox_0: 0.2996 loss_giou_0: 0.4934 loss_ce_1: 0.3731 loss_bbox_1: 0.2098 loss_giou_1: 0.3677 loss_ce_2: 0.3133 loss_bbox_2: 0.1923 loss_giou_2: 0.3302 loss_ce_3: 0.2936 loss_bbox_3: 0.1821 loss_giou_3: 0.3285 loss_ce_4: 0.2846 loss_bbox_4: 0.1737 loss_giou_4: 0.3242 time: 0.2801 data_time: 0.0183 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:03] d2.utils.events INFO: eta: 17:58:09 iter: 220659 total_loss: 5.742 loss_ce: 0.2809 loss_bbox: 0.1821 loss_giou: 0.3504 loss_ce_0: 0.502 loss_bbox_0: 0.295 loss_giou_0: 0.5194 loss_ce_1: 0.382 loss_bbox_1: 0.2043 loss_giou_1: 0.3912 loss_ce_2: 0.3207 loss_bbox_2: 0.1892 loss_giou_2: 0.3643 loss_ce_3: 0.2967 loss_bbox_3: 0.1818 loss_giou_3: 0.3609 loss_ce_4: 0.2848 loss_bbox_4: 0.1867 loss_giou_4: 0.3508 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:09] d2.utils.events INFO: eta: 17:58:05 iter: 220679 total_loss: 5.873 loss_ce: 0.2922 loss_bbox: 0.1829 loss_giou: 0.3636 loss_ce_0: 0.488 loss_bbox_0: 0.3024 loss_giou_0: 0.5427 loss_ce_1: 0.3897 loss_bbox_1: 0.2111 loss_giou_1: 0.4107 loss_ce_2: 0.3414 loss_bbox_2: 0.1971 loss_giou_2: 0.3785 loss_ce_3: 0.3069 loss_bbox_3: 0.1884 loss_giou_3: 0.375 loss_ce_4: 0.2901 loss_bbox_4: 0.1828 loss_giou_4: 0.3675 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:15] d2.utils.events INFO: eta: 17:58:02 iter: 220699 total_loss: 5.512 loss_ce: 0.3096 loss_bbox: 0.1804 loss_giou: 0.3469 loss_ce_0: 0.488 loss_bbox_0: 0.3156 loss_giou_0: 0.5403 loss_ce_1: 0.3853 loss_bbox_1: 0.2199 loss_giou_1: 0.404 loss_ce_2: 0.332 loss_bbox_2: 0.1973 loss_giou_2: 0.364 loss_ce_3: 0.3109 loss_bbox_3: 0.1876 loss_giou_3: 0.3565 loss_ce_4: 0.3058 loss_bbox_4: 0.1828 loss_giou_4: 0.3512 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:20] d2.utils.events INFO: eta: 17:57:54 iter: 220719 total_loss: 5.655 loss_ce: 0.2877 loss_bbox: 0.1781 loss_giou: 0.3416 loss_ce_0: 0.4967 loss_bbox_0: 0.3058 loss_giou_0: 0.5192 loss_ce_1: 0.3786 loss_bbox_1: 0.2115 loss_giou_1: 0.3906 loss_ce_2: 0.3351 loss_bbox_2: 0.1929 loss_giou_2: 0.3649 loss_ce_3: 0.3116 loss_bbox_3: 0.187 loss_giou_3: 0.3516 loss_ce_4: 0.2952 loss_bbox_4: 0.1809 loss_giou_4: 0.3399 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:26] d2.utils.events INFO: eta: 17:57:10 iter: 220739 total_loss: 5.623 loss_ce: 0.2957 loss_bbox: 0.1889 loss_giou: 0.3322 loss_ce_0: 0.4883 loss_bbox_0: 0.3213 loss_giou_0: 0.5003 loss_ce_1: 0.3919 loss_bbox_1: 0.2296 loss_giou_1: 0.3725 loss_ce_2: 0.3214 loss_bbox_2: 0.2093 loss_giou_2: 0.3461 loss_ce_3: 0.3069 loss_bbox_3: 0.2013 loss_giou_3: 0.3341 loss_ce_4: 0.2887 loss_bbox_4: 0.1943 loss_giou_4: 0.3288 time: 0.2801 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:32] d2.utils.events INFO: eta: 17:57:13 iter: 220759 total_loss: 5.738 loss_ce: 0.3004 loss_bbox: 0.177 loss_giou: 0.3467 loss_ce_0: 0.5021 loss_bbox_0: 0.304 loss_giou_0: 0.5294 loss_ce_1: 0.3969 loss_bbox_1: 0.2131 loss_giou_1: 0.3879 loss_ce_2: 0.3371 loss_bbox_2: 0.1907 loss_giou_2: 0.3626 loss_ce_3: 0.3146 loss_bbox_3: 0.178 loss_giou_3: 0.3501 loss_ce_4: 0.3021 loss_bbox_4: 0.1784 loss_giou_4: 0.3522 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:37] d2.utils.events INFO: eta: 17:56:58 iter: 220779 total_loss: 5.603 loss_ce: 0.2964 loss_bbox: 0.1723 loss_giou: 0.3273 loss_ce_0: 0.4895 loss_bbox_0: 0.3067 loss_giou_0: 0.525 loss_ce_1: 0.3825 loss_bbox_1: 0.2074 loss_giou_1: 0.3738 loss_ce_2: 0.3329 loss_bbox_2: 0.1895 loss_giou_2: 0.3455 loss_ce_3: 0.3015 loss_bbox_3: 0.1814 loss_giou_3: 0.3376 loss_ce_4: 0.3034 loss_bbox_4: 0.1734 loss_giou_4: 0.3339 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:43] d2.utils.events INFO: eta: 17:57:08 iter: 220799 total_loss: 5.965 loss_ce: 0.3119 loss_bbox: 0.1957 loss_giou: 0.3446 loss_ce_0: 0.4978 loss_bbox_0: 0.3198 loss_giou_0: 0.5044 loss_ce_1: 0.4046 loss_bbox_1: 0.2297 loss_giou_1: 0.3804 loss_ce_2: 0.362 loss_bbox_2: 0.2146 loss_giou_2: 0.3503 loss_ce_3: 0.3255 loss_bbox_3: 0.2009 loss_giou_3: 0.3472 loss_ce_4: 0.3193 loss_bbox_4: 0.199 loss_giou_4: 0.3437 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:49] d2.utils.events INFO: eta: 17:56:56 iter: 220819 total_loss: 5.545 loss_ce: 0.2895 loss_bbox: 0.184 loss_giou: 0.3268 loss_ce_0: 0.4803 loss_bbox_0: 0.3084 loss_giou_0: 0.4908 loss_ce_1: 0.3764 loss_bbox_1: 0.2179 loss_giou_1: 0.373 loss_ce_2: 0.328 loss_bbox_2: 0.1967 loss_giou_2: 0.3486 loss_ce_3: 0.3052 loss_bbox_3: 0.1888 loss_giou_3: 0.3458 loss_ce_4: 0.2936 loss_bbox_4: 0.1861 loss_giou_4: 0.329 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 07:13:55] d2.utils.events INFO: eta: 17:57:04 iter: 220839 total_loss: 5.694 loss_ce: 0.2888 loss_bbox: 0.1803 loss_giou: 0.3333 loss_ce_0: 0.4935 loss_bbox_0: 0.3174 loss_giou_0: 0.5205 loss_ce_1: 0.3952 loss_bbox_1: 0.2142 loss_giou_1: 0.3707 loss_ce_2: 0.3424 loss_bbox_2: 0.1918 loss_giou_2: 0.3438 loss_ce_3: 0.3001 loss_bbox_3: 0.186 loss_giou_3: 0.3388 loss_ce_4: 0.2929 loss_bbox_4: 0.1788 loss_giou_4: 0.3377 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:01] d2.utils.events INFO: eta: 17:56:56 iter: 220859 total_loss: 5.614 loss_ce: 0.2947 loss_bbox: 0.1915 loss_giou: 0.3128 loss_ce_0: 0.4803 loss_bbox_0: 0.3136 loss_giou_0: 0.4982 loss_ce_1: 0.3908 loss_bbox_1: 0.2123 loss_giou_1: 0.3669 loss_ce_2: 0.3283 loss_bbox_2: 0.2011 loss_giou_2: 0.3342 loss_ce_3: 0.3059 loss_bbox_3: 0.1931 loss_giou_3: 0.3288 loss_ce_4: 0.288 loss_bbox_4: 0.1892 loss_giou_4: 0.32 time: 0.2801 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:06] d2.utils.events INFO: eta: 17:56:30 iter: 220879 total_loss: 5.511 loss_ce: 0.2884 loss_bbox: 0.1822 loss_giou: 0.3259 loss_ce_0: 0.4732 loss_bbox_0: 0.3031 loss_giou_0: 0.4877 loss_ce_1: 0.3744 loss_bbox_1: 0.2195 loss_giou_1: 0.3666 loss_ce_2: 0.3179 loss_bbox_2: 0.1957 loss_giou_2: 0.3455 loss_ce_3: 0.2884 loss_bbox_3: 0.1955 loss_giou_3: 0.3348 loss_ce_4: 0.2886 loss_bbox_4: 0.1883 loss_giou_4: 0.3286 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:12] d2.utils.events INFO: eta: 17:56:46 iter: 220899 total_loss: 5.651 loss_ce: 0.2973 loss_bbox: 0.1768 loss_giou: 0.3301 loss_ce_0: 0.4706 loss_bbox_0: 0.3028 loss_giou_0: 0.522 loss_ce_1: 0.3704 loss_bbox_1: 0.2048 loss_giou_1: 0.3881 loss_ce_2: 0.331 loss_bbox_2: 0.1852 loss_giou_2: 0.3526 loss_ce_3: 0.3032 loss_bbox_3: 0.1772 loss_giou_3: 0.35 loss_ce_4: 0.2892 loss_bbox_4: 0.177 loss_giou_4: 0.3384 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:18] d2.utils.events INFO: eta: 17:56:27 iter: 220919 total_loss: 5.674 loss_ce: 0.3057 loss_bbox: 0.1802 loss_giou: 0.339 loss_ce_0: 0.5016 loss_bbox_0: 0.3052 loss_giou_0: 0.5116 loss_ce_1: 0.3918 loss_bbox_1: 0.2183 loss_giou_1: 0.3826 loss_ce_2: 0.3366 loss_bbox_2: 0.1948 loss_giou_2: 0.3518 loss_ce_3: 0.3148 loss_bbox_3: 0.1852 loss_giou_3: 0.3427 loss_ce_4: 0.3068 loss_bbox_4: 0.1838 loss_giou_4: 0.3434 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:23] d2.utils.events INFO: eta: 17:56:34 iter: 220939 total_loss: 5.596 loss_ce: 0.2754 loss_bbox: 0.1772 loss_giou: 0.3255 loss_ce_0: 0.4799 loss_bbox_0: 0.2924 loss_giou_0: 0.511 loss_ce_1: 0.3899 loss_bbox_1: 0.2092 loss_giou_1: 0.3785 loss_ce_2: 0.3294 loss_bbox_2: 0.1864 loss_giou_2: 0.346 loss_ce_3: 0.2998 loss_bbox_3: 0.1793 loss_giou_3: 0.3335 loss_ce_4: 0.2813 loss_bbox_4: 0.1775 loss_giou_4: 0.3292 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:29] d2.utils.events INFO: eta: 17:56:28 iter: 220959 total_loss: 5.642 loss_ce: 0.2848 loss_bbox: 0.1713 loss_giou: 0.3321 loss_ce_0: 0.5013 loss_bbox_0: 0.2991 loss_giou_0: 0.5195 loss_ce_1: 0.3925 loss_bbox_1: 0.2003 loss_giou_1: 0.3808 loss_ce_2: 0.3439 loss_bbox_2: 0.1806 loss_giou_2: 0.3533 loss_ce_3: 0.309 loss_bbox_3: 0.1797 loss_giou_3: 0.3443 loss_ce_4: 0.2969 loss_bbox_4: 0.1711 loss_giou_4: 0.33 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:35] d2.utils.events INFO: eta: 17:56:17 iter: 220979 total_loss: 5.606 loss_ce: 0.2994 loss_bbox: 0.1863 loss_giou: 0.3322 loss_ce_0: 0.4863 loss_bbox_0: 0.2957 loss_giou_0: 0.503 loss_ce_1: 0.3788 loss_bbox_1: 0.2154 loss_giou_1: 0.3804 loss_ce_2: 0.3217 loss_bbox_2: 0.1991 loss_giou_2: 0.3486 loss_ce_3: 0.3 loss_bbox_3: 0.1941 loss_giou_3: 0.3428 loss_ce_4: 0.2962 loss_bbox_4: 0.188 loss_giou_4: 0.3328 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:40] d2.utils.events INFO: eta: 17:56:18 iter: 220999 total_loss: 5.721 loss_ce: 0.2761 loss_bbox: 0.1884 loss_giou: 0.3549 loss_ce_0: 0.4899 loss_bbox_0: 0.3132 loss_giou_0: 0.5379 loss_ce_1: 0.395 loss_bbox_1: 0.2137 loss_giou_1: 0.391 loss_ce_2: 0.3336 loss_bbox_2: 0.1981 loss_giou_2: 0.3652 loss_ce_3: 0.2974 loss_bbox_3: 0.1927 loss_giou_3: 0.3633 loss_ce_4: 0.2867 loss_bbox_4: 0.1899 loss_giou_4: 0.365 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:46] d2.utils.events INFO: eta: 17:56:12 iter: 221019 total_loss: 5.775 loss_ce: 0.2883 loss_bbox: 0.1777 loss_giou: 0.3513 loss_ce_0: 0.4864 loss_bbox_0: 0.2877 loss_giou_0: 0.5342 loss_ce_1: 0.3939 loss_bbox_1: 0.2059 loss_giou_1: 0.3859 loss_ce_2: 0.3427 loss_bbox_2: 0.1945 loss_giou_2: 0.3667 loss_ce_3: 0.2969 loss_bbox_3: 0.1874 loss_giou_3: 0.3593 loss_ce_4: 0.2892 loss_bbox_4: 0.1834 loss_giou_4: 0.3543 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:52] d2.utils.events INFO: eta: 17:55:22 iter: 221039 total_loss: 5.936 loss_ce: 0.3095 loss_bbox: 0.1864 loss_giou: 0.3436 loss_ce_0: 0.5061 loss_bbox_0: 0.2906 loss_giou_0: 0.527 loss_ce_1: 0.3955 loss_bbox_1: 0.212 loss_giou_1: 0.3856 loss_ce_2: 0.3409 loss_bbox_2: 0.198 loss_giou_2: 0.3655 loss_ce_3: 0.322 loss_bbox_3: 0.1936 loss_giou_3: 0.3518 loss_ce_4: 0.3157 loss_bbox_4: 0.1866 loss_giou_4: 0.3445 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 07:14:57] d2.utils.events INFO: eta: 17:54:53 iter: 221059 total_loss: 5.512 loss_ce: 0.2639 loss_bbox: 0.1794 loss_giou: 0.3326 loss_ce_0: 0.4766 loss_bbox_0: 0.3136 loss_giou_0: 0.5229 loss_ce_1: 0.3634 loss_bbox_1: 0.2119 loss_giou_1: 0.3826 loss_ce_2: 0.3046 loss_bbox_2: 0.1936 loss_giou_2: 0.3491 loss_ce_3: 0.272 loss_bbox_3: 0.1864 loss_giou_3: 0.3418 loss_ce_4: 0.2634 loss_bbox_4: 0.182 loss_giou_4: 0.3364 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:03] d2.utils.events INFO: eta: 17:54:49 iter: 221079 total_loss: 5.863 loss_ce: 0.295 loss_bbox: 0.1919 loss_giou: 0.3493 loss_ce_0: 0.5043 loss_bbox_0: 0.3199 loss_giou_0: 0.4981 loss_ce_1: 0.3871 loss_bbox_1: 0.2247 loss_giou_1: 0.3898 loss_ce_2: 0.3386 loss_bbox_2: 0.2065 loss_giou_2: 0.3608 loss_ce_3: 0.3131 loss_bbox_3: 0.1961 loss_giou_3: 0.3514 loss_ce_4: 0.2992 loss_bbox_4: 0.1936 loss_giou_4: 0.3489 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:09] d2.utils.events INFO: eta: 17:54:57 iter: 221099 total_loss: 6.012 loss_ce: 0.3051 loss_bbox: 0.1918 loss_giou: 0.3622 loss_ce_0: 0.5202 loss_bbox_0: 0.3141 loss_giou_0: 0.5468 loss_ce_1: 0.4126 loss_bbox_1: 0.2227 loss_giou_1: 0.4053 loss_ce_2: 0.3467 loss_bbox_2: 0.2045 loss_giou_2: 0.3846 loss_ce_3: 0.3129 loss_bbox_3: 0.1956 loss_giou_3: 0.3713 loss_ce_4: 0.3119 loss_bbox_4: 0.1902 loss_giou_4: 0.3681 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:14] d2.utils.events INFO: eta: 17:54:35 iter: 221119 total_loss: 5.73 loss_ce: 0.3015 loss_bbox: 0.1781 loss_giou: 0.3094 loss_ce_0: 0.5017 loss_bbox_0: 0.2912 loss_giou_0: 0.4903 loss_ce_1: 0.4064 loss_bbox_1: 0.2068 loss_giou_1: 0.3619 loss_ce_2: 0.3472 loss_bbox_2: 0.1901 loss_giou_2: 0.3333 loss_ce_3: 0.3117 loss_bbox_3: 0.1903 loss_giou_3: 0.3256 loss_ce_4: 0.2953 loss_bbox_4: 0.1811 loss_giou_4: 0.3149 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:20] d2.utils.events INFO: eta: 17:54:29 iter: 221139 total_loss: 5.298 loss_ce: 0.271 loss_bbox: 0.1737 loss_giou: 0.2949 loss_ce_0: 0.4908 loss_bbox_0: 0.3116 loss_giou_0: 0.4692 loss_ce_1: 0.364 loss_bbox_1: 0.2084 loss_giou_1: 0.3356 loss_ce_2: 0.3159 loss_bbox_2: 0.1831 loss_giou_2: 0.3145 loss_ce_3: 0.2746 loss_bbox_3: 0.183 loss_giou_3: 0.3081 loss_ce_4: 0.2717 loss_bbox_4: 0.1799 loss_giou_4: 0.3051 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:26] d2.utils.events INFO: eta: 17:54:17 iter: 221159 total_loss: 5.443 loss_ce: 0.283 loss_bbox: 0.1624 loss_giou: 0.326 loss_ce_0: 0.4882 loss_bbox_0: 0.3016 loss_giou_0: 0.501 loss_ce_1: 0.3814 loss_bbox_1: 0.2036 loss_giou_1: 0.3709 loss_ce_2: 0.31 loss_bbox_2: 0.1812 loss_giou_2: 0.3394 loss_ce_3: 0.2927 loss_bbox_3: 0.1729 loss_giou_3: 0.3328 loss_ce_4: 0.2864 loss_bbox_4: 0.1648 loss_giou_4: 0.3276 time: 0.2801 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:31] d2.utils.events INFO: eta: 17:54:17 iter: 221179 total_loss: 5.181 loss_ce: 0.2588 loss_bbox: 0.1674 loss_giou: 0.3112 loss_ce_0: 0.474 loss_bbox_0: 0.2895 loss_giou_0: 0.4922 loss_ce_1: 0.3718 loss_bbox_1: 0.1936 loss_giou_1: 0.3696 loss_ce_2: 0.3072 loss_bbox_2: 0.181 loss_giou_2: 0.3429 loss_ce_3: 0.2757 loss_bbox_3: 0.1774 loss_giou_3: 0.3211 loss_ce_4: 0.261 loss_bbox_4: 0.1704 loss_giou_4: 0.3172 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:37] d2.utils.events INFO: eta: 17:54:13 iter: 221199 total_loss: 5.574 loss_ce: 0.2826 loss_bbox: 0.1707 loss_giou: 0.313 loss_ce_0: 0.4835 loss_bbox_0: 0.307 loss_giou_0: 0.5122 loss_ce_1: 0.3836 loss_bbox_1: 0.2067 loss_giou_1: 0.3652 loss_ce_2: 0.3274 loss_bbox_2: 0.1911 loss_giou_2: 0.3399 loss_ce_3: 0.2989 loss_bbox_3: 0.1776 loss_giou_3: 0.3293 loss_ce_4: 0.2799 loss_bbox_4: 0.1741 loss_giou_4: 0.3246 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:43] d2.utils.events INFO: eta: 17:54:00 iter: 221219 total_loss: 5.617 loss_ce: 0.2914 loss_bbox: 0.175 loss_giou: 0.3284 loss_ce_0: 0.485 loss_bbox_0: 0.3173 loss_giou_0: 0.5101 loss_ce_1: 0.3944 loss_bbox_1: 0.2061 loss_giou_1: 0.3827 loss_ce_2: 0.3344 loss_bbox_2: 0.1943 loss_giou_2: 0.3546 loss_ce_3: 0.3037 loss_bbox_3: 0.1802 loss_giou_3: 0.3351 loss_ce_4: 0.2924 loss_bbox_4: 0.1759 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:49] d2.utils.events INFO: eta: 17:53:38 iter: 221239 total_loss: 5.488 loss_ce: 0.2715 loss_bbox: 0.172 loss_giou: 0.329 loss_ce_0: 0.494 loss_bbox_0: 0.2996 loss_giou_0: 0.4875 loss_ce_1: 0.3781 loss_bbox_1: 0.1969 loss_giou_1: 0.3827 loss_ce_2: 0.3113 loss_bbox_2: 0.1803 loss_giou_2: 0.3426 loss_ce_3: 0.2909 loss_bbox_3: 0.179 loss_giou_3: 0.3435 loss_ce_4: 0.2737 loss_bbox_4: 0.1711 loss_giou_4: 0.331 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 07:15:54] d2.utils.events INFO: eta: 17:52:49 iter: 221259 total_loss: 5.673 loss_ce: 0.2999 loss_bbox: 0.1855 loss_giou: 0.3261 loss_ce_0: 0.4997 loss_bbox_0: 0.3156 loss_giou_0: 0.5232 loss_ce_1: 0.3958 loss_bbox_1: 0.218 loss_giou_1: 0.3767 loss_ce_2: 0.3303 loss_bbox_2: 0.1997 loss_giou_2: 0.3472 loss_ce_3: 0.3025 loss_bbox_3: 0.1894 loss_giou_3: 0.3374 loss_ce_4: 0.297 loss_bbox_4: 0.1848 loss_giou_4: 0.3286 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:00] d2.utils.events INFO: eta: 17:52:21 iter: 221279 total_loss: 5.705 loss_ce: 0.3078 loss_bbox: 0.1855 loss_giou: 0.3698 loss_ce_0: 0.497 loss_bbox_0: 0.3161 loss_giou_0: 0.5104 loss_ce_1: 0.3911 loss_bbox_1: 0.2225 loss_giou_1: 0.4068 loss_ce_2: 0.3353 loss_bbox_2: 0.2032 loss_giou_2: 0.3897 loss_ce_3: 0.3146 loss_bbox_3: 0.1935 loss_giou_3: 0.3802 loss_ce_4: 0.3088 loss_bbox_4: 0.1846 loss_giou_4: 0.3722 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:06] d2.utils.events INFO: eta: 17:52:21 iter: 221299 total_loss: 5.719 loss_ce: 0.2918 loss_bbox: 0.1792 loss_giou: 0.3319 loss_ce_0: 0.5014 loss_bbox_0: 0.2999 loss_giou_0: 0.5036 loss_ce_1: 0.393 loss_bbox_1: 0.21 loss_giou_1: 0.3761 loss_ce_2: 0.3263 loss_bbox_2: 0.1926 loss_giou_2: 0.3462 loss_ce_3: 0.3038 loss_bbox_3: 0.1853 loss_giou_3: 0.3376 loss_ce_4: 0.2931 loss_bbox_4: 0.1824 loss_giou_4: 0.3355 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:11] d2.utils.events INFO: eta: 17:52:55 iter: 221319 total_loss: 5.453 loss_ce: 0.2456 loss_bbox: 0.1725 loss_giou: 0.3349 loss_ce_0: 0.4808 loss_bbox_0: 0.2995 loss_giou_0: 0.5111 loss_ce_1: 0.3668 loss_bbox_1: 0.1982 loss_giou_1: 0.3791 loss_ce_2: 0.2952 loss_bbox_2: 0.1818 loss_giou_2: 0.35 loss_ce_3: 0.2633 loss_bbox_3: 0.1769 loss_giou_3: 0.3405 loss_ce_4: 0.2528 loss_bbox_4: 0.1736 loss_giou_4: 0.3342 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:17] d2.utils.events INFO: eta: 17:53:02 iter: 221339 total_loss: 5.849 loss_ce: 0.2907 loss_bbox: 0.1884 loss_giou: 0.3433 loss_ce_0: 0.4832 loss_bbox_0: 0.3222 loss_giou_0: 0.5151 loss_ce_1: 0.4045 loss_bbox_1: 0.2228 loss_giou_1: 0.3885 loss_ce_2: 0.3281 loss_bbox_2: 0.1997 loss_giou_2: 0.3642 loss_ce_3: 0.2988 loss_bbox_3: 0.1936 loss_giou_3: 0.3482 loss_ce_4: 0.2852 loss_bbox_4: 0.1894 loss_giou_4: 0.3439 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:23] d2.utils.events INFO: eta: 17:53:13 iter: 221359 total_loss: 5.626 loss_ce: 0.2867 loss_bbox: 0.1824 loss_giou: 0.3313 loss_ce_0: 0.4909 loss_bbox_0: 0.3055 loss_giou_0: 0.516 loss_ce_1: 0.4019 loss_bbox_1: 0.2135 loss_giou_1: 0.3764 loss_ce_2: 0.3394 loss_bbox_2: 0.1922 loss_giou_2: 0.3434 loss_ce_3: 0.3076 loss_bbox_3: 0.1873 loss_giou_3: 0.3353 loss_ce_4: 0.2981 loss_bbox_4: 0.183 loss_giou_4: 0.3338 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:28] d2.utils.events INFO: eta: 17:52:00 iter: 221379 total_loss: 5.51 loss_ce: 0.2772 loss_bbox: 0.1876 loss_giou: 0.3191 loss_ce_0: 0.4799 loss_bbox_0: 0.3185 loss_giou_0: 0.4933 loss_ce_1: 0.3839 loss_bbox_1: 0.2122 loss_giou_1: 0.3674 loss_ce_2: 0.3219 loss_bbox_2: 0.197 loss_giou_2: 0.3399 loss_ce_3: 0.2927 loss_bbox_3: 0.192 loss_giou_3: 0.3319 loss_ce_4: 0.2779 loss_bbox_4: 0.1879 loss_giou_4: 0.3239 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:34] d2.utils.events INFO: eta: 17:51:47 iter: 221399 total_loss: 5.657 loss_ce: 0.2859 loss_bbox: 0.1849 loss_giou: 0.3407 loss_ce_0: 0.4778 loss_bbox_0: 0.3135 loss_giou_0: 0.5502 loss_ce_1: 0.3931 loss_bbox_1: 0.2137 loss_giou_1: 0.3999 loss_ce_2: 0.3236 loss_bbox_2: 0.1964 loss_giou_2: 0.3693 loss_ce_3: 0.292 loss_bbox_3: 0.1892 loss_giou_3: 0.3497 loss_ce_4: 0.2923 loss_bbox_4: 0.1878 loss_giou_4: 0.3406 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:40] d2.utils.events INFO: eta: 17:51:42 iter: 221419 total_loss: 5.601 loss_ce: 0.2903 loss_bbox: 0.1785 loss_giou: 0.3427 loss_ce_0: 0.4922 loss_bbox_0: 0.3014 loss_giou_0: 0.518 loss_ce_1: 0.3754 loss_bbox_1: 0.2104 loss_giou_1: 0.4041 loss_ce_2: 0.3315 loss_bbox_2: 0.1874 loss_giou_2: 0.3663 loss_ce_3: 0.3024 loss_bbox_3: 0.1895 loss_giou_3: 0.3518 loss_ce_4: 0.2882 loss_bbox_4: 0.1798 loss_giou_4: 0.342 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:45] d2.utils.events INFO: eta: 17:51:24 iter: 221439 total_loss: 5.611 loss_ce: 0.2796 loss_bbox: 0.1685 loss_giou: 0.3415 loss_ce_0: 0.4958 loss_bbox_0: 0.2995 loss_giou_0: 0.518 loss_ce_1: 0.3821 loss_bbox_1: 0.2062 loss_giou_1: 0.3831 loss_ce_2: 0.3164 loss_bbox_2: 0.1886 loss_giou_2: 0.3533 loss_ce_3: 0.2844 loss_bbox_3: 0.1816 loss_giou_3: 0.346 loss_ce_4: 0.2835 loss_bbox_4: 0.1734 loss_giou_4: 0.3417 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:51] d2.utils.events INFO: eta: 17:51:13 iter: 221459 total_loss: 5.831 loss_ce: 0.2954 loss_bbox: 0.2032 loss_giou: 0.3509 loss_ce_0: 0.4924 loss_bbox_0: 0.3205 loss_giou_0: 0.5208 loss_ce_1: 0.4025 loss_bbox_1: 0.2368 loss_giou_1: 0.3878 loss_ce_2: 0.3317 loss_bbox_2: 0.2184 loss_giou_2: 0.3625 loss_ce_3: 0.3092 loss_bbox_3: 0.2111 loss_giou_3: 0.3487 loss_ce_4: 0.2893 loss_bbox_4: 0.2022 loss_giou_4: 0.3483 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 07:16:57] d2.utils.events INFO: eta: 17:50:52 iter: 221479 total_loss: 5.38 loss_ce: 0.2798 loss_bbox: 0.1769 loss_giou: 0.3424 loss_ce_0: 0.4846 loss_bbox_0: 0.3031 loss_giou_0: 0.5395 loss_ce_1: 0.3747 loss_bbox_1: 0.2125 loss_giou_1: 0.4003 loss_ce_2: 0.3153 loss_bbox_2: 0.1917 loss_giou_2: 0.3608 loss_ce_3: 0.2886 loss_bbox_3: 0.1874 loss_giou_3: 0.3503 loss_ce_4: 0.2862 loss_bbox_4: 0.1826 loss_giou_4: 0.3441 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:02] d2.utils.events INFO: eta: 17:50:46 iter: 221499 total_loss: 5.451 loss_ce: 0.2736 loss_bbox: 0.18 loss_giou: 0.3269 loss_ce_0: 0.4954 loss_bbox_0: 0.3134 loss_giou_0: 0.5214 loss_ce_1: 0.3833 loss_bbox_1: 0.2147 loss_giou_1: 0.3612 loss_ce_2: 0.3136 loss_bbox_2: 0.1915 loss_giou_2: 0.3349 loss_ce_3: 0.2901 loss_bbox_3: 0.1827 loss_giou_3: 0.3292 loss_ce_4: 0.2739 loss_bbox_4: 0.1853 loss_giou_4: 0.3312 time: 0.2801 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:08] d2.utils.events INFO: eta: 17:50:09 iter: 221519 total_loss: 5.954 loss_ce: 0.2975 loss_bbox: 0.1744 loss_giou: 0.3414 loss_ce_0: 0.5104 loss_bbox_0: 0.3112 loss_giou_0: 0.515 loss_ce_1: 0.3997 loss_bbox_1: 0.2025 loss_giou_1: 0.3931 loss_ce_2: 0.3334 loss_bbox_2: 0.1877 loss_giou_2: 0.3606 loss_ce_3: 0.3113 loss_bbox_3: 0.1811 loss_giou_3: 0.3467 loss_ce_4: 0.2993 loss_bbox_4: 0.1755 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:14] d2.utils.events INFO: eta: 17:50:07 iter: 221539 total_loss: 5.59 loss_ce: 0.2884 loss_bbox: 0.1792 loss_giou: 0.3333 loss_ce_0: 0.4911 loss_bbox_0: 0.3018 loss_giou_0: 0.5313 loss_ce_1: 0.3892 loss_bbox_1: 0.2093 loss_giou_1: 0.3878 loss_ce_2: 0.3256 loss_bbox_2: 0.1867 loss_giou_2: 0.3592 loss_ce_3: 0.2908 loss_bbox_3: 0.1846 loss_giou_3: 0.346 loss_ce_4: 0.2809 loss_bbox_4: 0.1776 loss_giou_4: 0.3361 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:19] d2.utils.events INFO: eta: 17:50:01 iter: 221559 total_loss: 5.583 loss_ce: 0.2839 loss_bbox: 0.198 loss_giou: 0.3263 loss_ce_0: 0.4832 loss_bbox_0: 0.3305 loss_giou_0: 0.5232 loss_ce_1: 0.3824 loss_bbox_1: 0.2286 loss_giou_1: 0.3767 loss_ce_2: 0.3166 loss_bbox_2: 0.214 loss_giou_2: 0.3483 loss_ce_3: 0.2997 loss_bbox_3: 0.205 loss_giou_3: 0.3367 loss_ce_4: 0.2837 loss_bbox_4: 0.2012 loss_giou_4: 0.3251 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:25] d2.utils.events INFO: eta: 17:50:01 iter: 221579 total_loss: 5.869 loss_ce: 0.305 loss_bbox: 0.1736 loss_giou: 0.3499 loss_ce_0: 0.5007 loss_bbox_0: 0.3038 loss_giou_0: 0.5247 loss_ce_1: 0.415 loss_bbox_1: 0.2198 loss_giou_1: 0.3969 loss_ce_2: 0.3454 loss_bbox_2: 0.1946 loss_giou_2: 0.3692 loss_ce_3: 0.3211 loss_bbox_3: 0.1824 loss_giou_3: 0.3571 loss_ce_4: 0.309 loss_bbox_4: 0.1763 loss_giou_4: 0.3514 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:31] d2.utils.events INFO: eta: 17:50:12 iter: 221599 total_loss: 5.547 loss_ce: 0.2795 loss_bbox: 0.1725 loss_giou: 0.3276 loss_ce_0: 0.4923 loss_bbox_0: 0.301 loss_giou_0: 0.5193 loss_ce_1: 0.3784 loss_bbox_1: 0.1975 loss_giou_1: 0.3776 loss_ce_2: 0.3102 loss_bbox_2: 0.1858 loss_giou_2: 0.3444 loss_ce_3: 0.283 loss_bbox_3: 0.1758 loss_giou_3: 0.3333 loss_ce_4: 0.2843 loss_bbox_4: 0.1741 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:36] d2.utils.events INFO: eta: 17:50:52 iter: 221619 total_loss: 5.333 loss_ce: 0.2602 loss_bbox: 0.1698 loss_giou: 0.3204 loss_ce_0: 0.4708 loss_bbox_0: 0.2988 loss_giou_0: 0.5103 loss_ce_1: 0.3553 loss_bbox_1: 0.2035 loss_giou_1: 0.3706 loss_ce_2: 0.3038 loss_bbox_2: 0.1816 loss_giou_2: 0.3422 loss_ce_3: 0.2636 loss_bbox_3: 0.1791 loss_giou_3: 0.3255 loss_ce_4: 0.2537 loss_bbox_4: 0.1694 loss_giou_4: 0.3213 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:42] d2.utils.events INFO: eta: 17:50:41 iter: 221639 total_loss: 5.641 loss_ce: 0.2853 loss_bbox: 0.1721 loss_giou: 0.3467 loss_ce_0: 0.4847 loss_bbox_0: 0.299 loss_giou_0: 0.542 loss_ce_1: 0.3877 loss_bbox_1: 0.1991 loss_giou_1: 0.3992 loss_ce_2: 0.3267 loss_bbox_2: 0.1848 loss_giou_2: 0.373 loss_ce_3: 0.3023 loss_bbox_3: 0.1763 loss_giou_3: 0.3523 loss_ce_4: 0.282 loss_bbox_4: 0.1722 loss_giou_4: 0.3498 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:48] d2.utils.events INFO: eta: 17:50:20 iter: 221659 total_loss: 5.6 loss_ce: 0.2827 loss_bbox: 0.1774 loss_giou: 0.329 loss_ce_0: 0.4893 loss_bbox_0: 0.3051 loss_giou_0: 0.4976 loss_ce_1: 0.4051 loss_bbox_1: 0.212 loss_giou_1: 0.3744 loss_ce_2: 0.3157 loss_bbox_2: 0.1951 loss_giou_2: 0.348 loss_ce_3: 0.2911 loss_bbox_3: 0.1914 loss_giou_3: 0.3342 loss_ce_4: 0.2825 loss_bbox_4: 0.1817 loss_giou_4: 0.3342 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:54] d2.utils.events INFO: eta: 17:50:15 iter: 221679 total_loss: 5.789 loss_ce: 0.296 loss_bbox: 0.1826 loss_giou: 0.3492 loss_ce_0: 0.4882 loss_bbox_0: 0.3156 loss_giou_0: 0.5584 loss_ce_1: 0.3944 loss_bbox_1: 0.2163 loss_giou_1: 0.3966 loss_ce_2: 0.3358 loss_bbox_2: 0.1977 loss_giou_2: 0.3739 loss_ce_3: 0.3029 loss_bbox_3: 0.1906 loss_giou_3: 0.361 loss_ce_4: 0.2956 loss_bbox_4: 0.1821 loss_giou_4: 0.3526 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 07:17:59] d2.utils.events INFO: eta: 17:50:17 iter: 221699 total_loss: 5.659 loss_ce: 0.2905 loss_bbox: 0.18 loss_giou: 0.3287 loss_ce_0: 0.5049 loss_bbox_0: 0.3131 loss_giou_0: 0.5231 loss_ce_1: 0.4005 loss_bbox_1: 0.2091 loss_giou_1: 0.379 loss_ce_2: 0.3344 loss_bbox_2: 0.1889 loss_giou_2: 0.3502 loss_ce_3: 0.3032 loss_bbox_3: 0.1845 loss_giou_3: 0.3419 loss_ce_4: 0.2924 loss_bbox_4: 0.1805 loss_giou_4: 0.332 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:05] d2.utils.events INFO: eta: 17:50:18 iter: 221719 total_loss: 5.69 loss_ce: 0.281 loss_bbox: 0.1967 loss_giou: 0.3399 loss_ce_0: 0.4948 loss_bbox_0: 0.3229 loss_giou_0: 0.496 loss_ce_1: 0.3762 loss_bbox_1: 0.2307 loss_giou_1: 0.3912 loss_ce_2: 0.3185 loss_bbox_2: 0.2106 loss_giou_2: 0.3607 loss_ce_3: 0.2893 loss_bbox_3: 0.2026 loss_giou_3: 0.3462 loss_ce_4: 0.2839 loss_bbox_4: 0.1983 loss_giou_4: 0.344 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:11] d2.utils.events INFO: eta: 17:51:18 iter: 221739 total_loss: 5.789 loss_ce: 0.2767 loss_bbox: 0.1819 loss_giou: 0.3471 loss_ce_0: 0.4927 loss_bbox_0: 0.3143 loss_giou_0: 0.5404 loss_ce_1: 0.398 loss_bbox_1: 0.2163 loss_giou_1: 0.3923 loss_ce_2: 0.3276 loss_bbox_2: 0.193 loss_giou_2: 0.3631 loss_ce_3: 0.2931 loss_bbox_3: 0.1909 loss_giou_3: 0.3599 loss_ce_4: 0.2793 loss_bbox_4: 0.1865 loss_giou_4: 0.3517 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:16] d2.utils.events INFO: eta: 17:50:32 iter: 221759 total_loss: 5.637 loss_ce: 0.2675 loss_bbox: 0.1791 loss_giou: 0.3404 loss_ce_0: 0.4719 loss_bbox_0: 0.3086 loss_giou_0: 0.5206 loss_ce_1: 0.3756 loss_bbox_1: 0.2192 loss_giou_1: 0.3814 loss_ce_2: 0.314 loss_bbox_2: 0.199 loss_giou_2: 0.3521 loss_ce_3: 0.2774 loss_bbox_3: 0.1877 loss_giou_3: 0.3425 loss_ce_4: 0.2717 loss_bbox_4: 0.1864 loss_giou_4: 0.3408 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:22] d2.utils.events INFO: eta: 17:50:26 iter: 221779 total_loss: 5.629 loss_ce: 0.2745 loss_bbox: 0.1862 loss_giou: 0.3383 loss_ce_0: 0.4961 loss_bbox_0: 0.2962 loss_giou_0: 0.5076 loss_ce_1: 0.3898 loss_bbox_1: 0.2118 loss_giou_1: 0.3858 loss_ce_2: 0.3279 loss_bbox_2: 0.1909 loss_giou_2: 0.3581 loss_ce_3: 0.2882 loss_bbox_3: 0.1904 loss_giou_3: 0.3473 loss_ce_4: 0.2824 loss_bbox_4: 0.1895 loss_giou_4: 0.3426 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:28] d2.utils.events INFO: eta: 17:49:49 iter: 221799 total_loss: 5.61 loss_ce: 0.2859 loss_bbox: 0.1749 loss_giou: 0.3351 loss_ce_0: 0.4841 loss_bbox_0: 0.2961 loss_giou_0: 0.5257 loss_ce_1: 0.3761 loss_bbox_1: 0.2131 loss_giou_1: 0.383 loss_ce_2: 0.3209 loss_bbox_2: 0.1875 loss_giou_2: 0.3447 loss_ce_3: 0.2947 loss_bbox_3: 0.1832 loss_giou_3: 0.3405 loss_ce_4: 0.2887 loss_bbox_4: 0.1801 loss_giou_4: 0.3362 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:33] d2.utils.events INFO: eta: 17:49:10 iter: 221819 total_loss: 5.353 loss_ce: 0.2794 loss_bbox: 0.1758 loss_giou: 0.3118 loss_ce_0: 0.4758 loss_bbox_0: 0.3082 loss_giou_0: 0.4922 loss_ce_1: 0.3825 loss_bbox_1: 0.2083 loss_giou_1: 0.3604 loss_ce_2: 0.3259 loss_bbox_2: 0.1859 loss_giou_2: 0.3333 loss_ce_3: 0.2893 loss_bbox_3: 0.1767 loss_giou_3: 0.32 loss_ce_4: 0.2838 loss_bbox_4: 0.1766 loss_giou_4: 0.3136 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:39] d2.utils.events INFO: eta: 17:48:57 iter: 221839 total_loss: 5.785 loss_ce: 0.2941 loss_bbox: 0.1828 loss_giou: 0.356 loss_ce_0: 0.4925 loss_bbox_0: 0.2914 loss_giou_0: 0.5305 loss_ce_1: 0.3994 loss_bbox_1: 0.2162 loss_giou_1: 0.3921 loss_ce_2: 0.3271 loss_bbox_2: 0.1935 loss_giou_2: 0.3731 loss_ce_3: 0.2997 loss_bbox_3: 0.1924 loss_giou_3: 0.3684 loss_ce_4: 0.2913 loss_bbox_4: 0.1834 loss_giou_4: 0.3584 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:45] d2.utils.events INFO: eta: 17:48:41 iter: 221859 total_loss: 5.237 loss_ce: 0.253 loss_bbox: 0.1752 loss_giou: 0.3053 loss_ce_0: 0.468 loss_bbox_0: 0.2922 loss_giou_0: 0.4683 loss_ce_1: 0.3533 loss_bbox_1: 0.2054 loss_giou_1: 0.3519 loss_ce_2: 0.2906 loss_bbox_2: 0.1845 loss_giou_2: 0.3306 loss_ce_3: 0.2636 loss_bbox_3: 0.1776 loss_giou_3: 0.3183 loss_ce_4: 0.2545 loss_bbox_4: 0.1761 loss_giou_4: 0.3113 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:51] d2.utils.events INFO: eta: 17:48:12 iter: 221879 total_loss: 5.446 loss_ce: 0.2697 loss_bbox: 0.1755 loss_giou: 0.3259 loss_ce_0: 0.4865 loss_bbox_0: 0.3076 loss_giou_0: 0.5007 loss_ce_1: 0.3858 loss_bbox_1: 0.208 loss_giou_1: 0.3745 loss_ce_2: 0.3144 loss_bbox_2: 0.1924 loss_giou_2: 0.3484 loss_ce_3: 0.2777 loss_bbox_3: 0.1842 loss_giou_3: 0.3411 loss_ce_4: 0.2687 loss_bbox_4: 0.1796 loss_giou_4: 0.3341 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 07:18:56] d2.utils.events INFO: eta: 17:47:59 iter: 221899 total_loss: 5.746 loss_ce: 0.2757 loss_bbox: 0.1905 loss_giou: 0.326 loss_ce_0: 0.5102 loss_bbox_0: 0.3206 loss_giou_0: 0.4926 loss_ce_1: 0.3842 loss_bbox_1: 0.2229 loss_giou_1: 0.3691 loss_ce_2: 0.3118 loss_bbox_2: 0.206 loss_giou_2: 0.3431 loss_ce_3: 0.2884 loss_bbox_3: 0.1993 loss_giou_3: 0.3325 loss_ce_4: 0.2781 loss_bbox_4: 0.1931 loss_giou_4: 0.3295 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:02] d2.utils.events INFO: eta: 17:48:02 iter: 221919 total_loss: 5.433 loss_ce: 0.276 loss_bbox: 0.1707 loss_giou: 0.3415 loss_ce_0: 0.4836 loss_bbox_0: 0.2902 loss_giou_0: 0.5124 loss_ce_1: 0.3765 loss_bbox_1: 0.2064 loss_giou_1: 0.3836 loss_ce_2: 0.3166 loss_bbox_2: 0.1826 loss_giou_2: 0.3611 loss_ce_3: 0.2825 loss_bbox_3: 0.1792 loss_giou_3: 0.3595 loss_ce_4: 0.2761 loss_bbox_4: 0.1735 loss_giou_4: 0.3493 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:08] d2.utils.events INFO: eta: 17:47:55 iter: 221939 total_loss: 5.416 loss_ce: 0.2627 loss_bbox: 0.1872 loss_giou: 0.3211 loss_ce_0: 0.4832 loss_bbox_0: 0.3173 loss_giou_0: 0.4917 loss_ce_1: 0.3674 loss_bbox_1: 0.2142 loss_giou_1: 0.3628 loss_ce_2: 0.3065 loss_bbox_2: 0.1983 loss_giou_2: 0.3337 loss_ce_3: 0.2771 loss_bbox_3: 0.1931 loss_giou_3: 0.3247 loss_ce_4: 0.2686 loss_bbox_4: 0.189 loss_giou_4: 0.3251 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:13] d2.utils.events INFO: eta: 17:47:42 iter: 221959 total_loss: 5.73 loss_ce: 0.2978 loss_bbox: 0.1954 loss_giou: 0.3433 loss_ce_0: 0.4892 loss_bbox_0: 0.3236 loss_giou_0: 0.5153 loss_ce_1: 0.4014 loss_bbox_1: 0.2285 loss_giou_1: 0.3818 loss_ce_2: 0.3373 loss_bbox_2: 0.2072 loss_giou_2: 0.361 loss_ce_3: 0.2955 loss_bbox_3: 0.2054 loss_giou_3: 0.3497 loss_ce_4: 0.2894 loss_bbox_4: 0.1993 loss_giou_4: 0.3476 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:19] d2.utils.events INFO: eta: 17:47:44 iter: 221979 total_loss: 5.838 loss_ce: 0.2864 loss_bbox: 0.1787 loss_giou: 0.3432 loss_ce_0: 0.5111 loss_bbox_0: 0.3031 loss_giou_0: 0.5529 loss_ce_1: 0.4058 loss_bbox_1: 0.2198 loss_giou_1: 0.4068 loss_ce_2: 0.3332 loss_bbox_2: 0.1985 loss_giou_2: 0.3759 loss_ce_3: 0.3161 loss_bbox_3: 0.1854 loss_giou_3: 0.355 loss_ce_4: 0.2899 loss_bbox_4: 0.1785 loss_giou_4: 0.3441 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:25] d2.utils.events INFO: eta: 17:47:26 iter: 221999 total_loss: 5.709 loss_ce: 0.2936 loss_bbox: 0.1841 loss_giou: 0.3378 loss_ce_0: 0.4892 loss_bbox_0: 0.3189 loss_giou_0: 0.5293 loss_ce_1: 0.4049 loss_bbox_1: 0.2242 loss_giou_1: 0.3898 loss_ce_2: 0.3349 loss_bbox_2: 0.2033 loss_giou_2: 0.365 loss_ce_3: 0.3014 loss_bbox_3: 0.1918 loss_giou_3: 0.3464 loss_ce_4: 0.2985 loss_bbox_4: 0.1884 loss_giou_4: 0.3438 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:30] d2.utils.events INFO: eta: 17:47:05 iter: 222019 total_loss: 5.688 loss_ce: 0.2846 loss_bbox: 0.1833 loss_giou: 0.3353 loss_ce_0: 0.5103 loss_bbox_0: 0.3047 loss_giou_0: 0.5054 loss_ce_1: 0.3979 loss_bbox_1: 0.206 loss_giou_1: 0.3707 loss_ce_2: 0.3235 loss_bbox_2: 0.1907 loss_giou_2: 0.3443 loss_ce_3: 0.2927 loss_bbox_3: 0.1813 loss_giou_3: 0.3391 loss_ce_4: 0.2887 loss_bbox_4: 0.1835 loss_giou_4: 0.3327 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:36] d2.utils.events INFO: eta: 17:47:00 iter: 222039 total_loss: 5.499 loss_ce: 0.2802 loss_bbox: 0.1791 loss_giou: 0.3322 loss_ce_0: 0.4893 loss_bbox_0: 0.3044 loss_giou_0: 0.527 loss_ce_1: 0.3779 loss_bbox_1: 0.2172 loss_giou_1: 0.3887 loss_ce_2: 0.3228 loss_bbox_2: 0.1976 loss_giou_2: 0.3575 loss_ce_3: 0.2864 loss_bbox_3: 0.1877 loss_giou_3: 0.3439 loss_ce_4: 0.2789 loss_bbox_4: 0.1839 loss_giou_4: 0.3422 time: 0.2801 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:42] d2.utils.events INFO: eta: 17:47:03 iter: 222059 total_loss: 5.689 loss_ce: 0.2735 loss_bbox: 0.1763 loss_giou: 0.3279 loss_ce_0: 0.4901 loss_bbox_0: 0.3071 loss_giou_0: 0.4996 loss_ce_1: 0.3769 loss_bbox_1: 0.214 loss_giou_1: 0.3709 loss_ce_2: 0.3074 loss_bbox_2: 0.1959 loss_giou_2: 0.35 loss_ce_3: 0.2899 loss_bbox_3: 0.1877 loss_giou_3: 0.3379 loss_ce_4: 0.2712 loss_bbox_4: 0.1831 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:47] d2.utils.events INFO: eta: 17:47:04 iter: 222079 total_loss: 5.789 loss_ce: 0.285 loss_bbox: 0.1704 loss_giou: 0.3495 loss_ce_0: 0.5194 loss_bbox_0: 0.3007 loss_giou_0: 0.5254 loss_ce_1: 0.3962 loss_bbox_1: 0.2092 loss_giou_1: 0.3998 loss_ce_2: 0.3272 loss_bbox_2: 0.1914 loss_giou_2: 0.3625 loss_ce_3: 0.3003 loss_bbox_3: 0.1796 loss_giou_3: 0.3543 loss_ce_4: 0.2919 loss_bbox_4: 0.1746 loss_giou_4: 0.3494 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:53] d2.utils.events INFO: eta: 17:46:43 iter: 222099 total_loss: 5.452 loss_ce: 0.2739 loss_bbox: 0.1743 loss_giou: 0.3463 loss_ce_0: 0.4853 loss_bbox_0: 0.293 loss_giou_0: 0.5287 loss_ce_1: 0.3619 loss_bbox_1: 0.2063 loss_giou_1: 0.3999 loss_ce_2: 0.3202 loss_bbox_2: 0.1858 loss_giou_2: 0.3623 loss_ce_3: 0.2854 loss_bbox_3: 0.1795 loss_giou_3: 0.3454 loss_ce_4: 0.2813 loss_bbox_4: 0.176 loss_giou_4: 0.3485 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 07:19:59] d2.utils.events INFO: eta: 17:46:31 iter: 222119 total_loss: 5.618 loss_ce: 0.3034 loss_bbox: 0.1896 loss_giou: 0.3207 loss_ce_0: 0.4987 loss_bbox_0: 0.3162 loss_giou_0: 0.5117 loss_ce_1: 0.4042 loss_bbox_1: 0.2337 loss_giou_1: 0.3756 loss_ce_2: 0.3468 loss_bbox_2: 0.2161 loss_giou_2: 0.3402 loss_ce_3: 0.3243 loss_bbox_3: 0.206 loss_giou_3: 0.3303 loss_ce_4: 0.3042 loss_bbox_4: 0.1976 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:04] d2.utils.events INFO: eta: 17:46:47 iter: 222139 total_loss: 5.757 loss_ce: 0.2958 loss_bbox: 0.189 loss_giou: 0.3497 loss_ce_0: 0.4958 loss_bbox_0: 0.3171 loss_giou_0: 0.5382 loss_ce_1: 0.3892 loss_bbox_1: 0.2175 loss_giou_1: 0.4057 loss_ce_2: 0.3339 loss_bbox_2: 0.2007 loss_giou_2: 0.3574 loss_ce_3: 0.3063 loss_bbox_3: 0.1955 loss_giou_3: 0.3497 loss_ce_4: 0.296 loss_bbox_4: 0.1921 loss_giou_4: 0.3523 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:10] d2.utils.events INFO: eta: 17:46:39 iter: 222159 total_loss: 5.614 loss_ce: 0.3021 loss_bbox: 0.1763 loss_giou: 0.3425 loss_ce_0: 0.5022 loss_bbox_0: 0.3048 loss_giou_0: 0.5241 loss_ce_1: 0.3983 loss_bbox_1: 0.2008 loss_giou_1: 0.3858 loss_ce_2: 0.328 loss_bbox_2: 0.1784 loss_giou_2: 0.3641 loss_ce_3: 0.31 loss_bbox_3: 0.178 loss_giou_3: 0.3556 loss_ce_4: 0.3049 loss_bbox_4: 0.1813 loss_giou_4: 0.3517 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:16] d2.utils.events INFO: eta: 17:46:24 iter: 222179 total_loss: 5.328 loss_ce: 0.258 loss_bbox: 0.1907 loss_giou: 0.3346 loss_ce_0: 0.4837 loss_bbox_0: 0.2992 loss_giou_0: 0.4991 loss_ce_1: 0.3631 loss_bbox_1: 0.2143 loss_giou_1: 0.3759 loss_ce_2: 0.304 loss_bbox_2: 0.2002 loss_giou_2: 0.3535 loss_ce_3: 0.2672 loss_bbox_3: 0.1874 loss_giou_3: 0.3411 loss_ce_4: 0.2567 loss_bbox_4: 0.1918 loss_giou_4: 0.3357 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:21] d2.utils.events INFO: eta: 17:46:15 iter: 222199 total_loss: 5.514 loss_ce: 0.2795 loss_bbox: 0.1814 loss_giou: 0.3311 loss_ce_0: 0.4763 loss_bbox_0: 0.3162 loss_giou_0: 0.5027 loss_ce_1: 0.3698 loss_bbox_1: 0.215 loss_giou_1: 0.3764 loss_ce_2: 0.3162 loss_bbox_2: 0.199 loss_giou_2: 0.3435 loss_ce_3: 0.2786 loss_bbox_3: 0.1865 loss_giou_3: 0.3377 loss_ce_4: 0.274 loss_bbox_4: 0.1864 loss_giou_4: 0.3353 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:27] d2.utils.events INFO: eta: 17:46:18 iter: 222219 total_loss: 5.922 loss_ce: 0.2867 loss_bbox: 0.1844 loss_giou: 0.3369 loss_ce_0: 0.5067 loss_bbox_0: 0.3141 loss_giou_0: 0.5348 loss_ce_1: 0.3949 loss_bbox_1: 0.2197 loss_giou_1: 0.3979 loss_ce_2: 0.339 loss_bbox_2: 0.199 loss_giou_2: 0.3565 loss_ce_3: 0.3037 loss_bbox_3: 0.193 loss_giou_3: 0.3466 loss_ce_4: 0.2893 loss_bbox_4: 0.1875 loss_giou_4: 0.3411 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:33] d2.utils.events INFO: eta: 17:46:19 iter: 222239 total_loss: 5.722 loss_ce: 0.2899 loss_bbox: 0.1871 loss_giou: 0.3392 loss_ce_0: 0.5095 loss_bbox_0: 0.3188 loss_giou_0: 0.5186 loss_ce_1: 0.3949 loss_bbox_1: 0.2251 loss_giou_1: 0.3968 loss_ce_2: 0.3365 loss_bbox_2: 0.2045 loss_giou_2: 0.3589 loss_ce_3: 0.3021 loss_bbox_3: 0.1933 loss_giou_3: 0.3528 loss_ce_4: 0.3004 loss_bbox_4: 0.1889 loss_giou_4: 0.3399 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:38] d2.utils.events INFO: eta: 17:46:26 iter: 222259 total_loss: 5.591 loss_ce: 0.2832 loss_bbox: 0.1727 loss_giou: 0.3328 loss_ce_0: 0.4967 loss_bbox_0: 0.3096 loss_giou_0: 0.5326 loss_ce_1: 0.3832 loss_bbox_1: 0.2162 loss_giou_1: 0.3802 loss_ce_2: 0.3295 loss_bbox_2: 0.1911 loss_giou_2: 0.347 loss_ce_3: 0.2906 loss_bbox_3: 0.1778 loss_giou_3: 0.3373 loss_ce_4: 0.2882 loss_bbox_4: 0.1749 loss_giou_4: 0.3322 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:44] d2.utils.events INFO: eta: 17:46:37 iter: 222279 total_loss: 5.444 loss_ce: 0.2749 loss_bbox: 0.1767 loss_giou: 0.3167 loss_ce_0: 0.4829 loss_bbox_0: 0.3057 loss_giou_0: 0.5028 loss_ce_1: 0.3728 loss_bbox_1: 0.2067 loss_giou_1: 0.362 loss_ce_2: 0.3209 loss_bbox_2: 0.1848 loss_giou_2: 0.3381 loss_ce_3: 0.2881 loss_bbox_3: 0.186 loss_giou_3: 0.3245 loss_ce_4: 0.2724 loss_bbox_4: 0.1856 loss_giou_4: 0.3222 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:50] d2.utils.events INFO: eta: 17:46:36 iter: 222299 total_loss: 5.839 loss_ce: 0.2872 loss_bbox: 0.1801 loss_giou: 0.3365 loss_ce_0: 0.502 loss_bbox_0: 0.3175 loss_giou_0: 0.5107 loss_ce_1: 0.3947 loss_bbox_1: 0.2204 loss_giou_1: 0.3862 loss_ce_2: 0.3295 loss_bbox_2: 0.1987 loss_giou_2: 0.352 loss_ce_3: 0.2983 loss_bbox_3: 0.1895 loss_giou_3: 0.3472 loss_ce_4: 0.2926 loss_bbox_4: 0.1822 loss_giou_4: 0.3352 time: 0.2801 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/03 07:20:55] d2.utils.events INFO: eta: 17:46:10 iter: 222319 total_loss: 5.674 loss_ce: 0.265 loss_bbox: 0.1922 loss_giou: 0.3347 loss_ce_0: 0.482 loss_bbox_0: 0.3173 loss_giou_0: 0.497 loss_ce_1: 0.3776 loss_bbox_1: 0.2259 loss_giou_1: 0.3746 loss_ce_2: 0.3096 loss_bbox_2: 0.2067 loss_giou_2: 0.3548 loss_ce_3: 0.2838 loss_bbox_3: 0.2043 loss_giou_3: 0.3453 loss_ce_4: 0.2691 loss_bbox_4: 0.198 loss_giou_4: 0.3364 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:01] d2.utils.events INFO: eta: 17:46:03 iter: 222339 total_loss: 5.547 loss_ce: 0.2897 loss_bbox: 0.162 loss_giou: 0.3319 loss_ce_0: 0.4951 loss_bbox_0: 0.2866 loss_giou_0: 0.528 loss_ce_1: 0.3906 loss_bbox_1: 0.1917 loss_giou_1: 0.3775 loss_ce_2: 0.3342 loss_bbox_2: 0.1773 loss_giou_2: 0.3543 loss_ce_3: 0.3014 loss_bbox_3: 0.1648 loss_giou_3: 0.3387 loss_ce_4: 0.2979 loss_bbox_4: 0.1644 loss_giou_4: 0.3333 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:07] d2.utils.events INFO: eta: 17:45:43 iter: 222359 total_loss: 5.449 loss_ce: 0.2704 loss_bbox: 0.1728 loss_giou: 0.3222 loss_ce_0: 0.4902 loss_bbox_0: 0.304 loss_giou_0: 0.5121 loss_ce_1: 0.3803 loss_bbox_1: 0.2198 loss_giou_1: 0.3759 loss_ce_2: 0.3154 loss_bbox_2: 0.1884 loss_giou_2: 0.3458 loss_ce_3: 0.2844 loss_bbox_3: 0.1849 loss_giou_3: 0.323 loss_ce_4: 0.2686 loss_bbox_4: 0.1747 loss_giou_4: 0.3189 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:12] d2.utils.events INFO: eta: 17:45:59 iter: 222379 total_loss: 5.751 loss_ce: 0.2879 loss_bbox: 0.1891 loss_giou: 0.3407 loss_ce_0: 0.5066 loss_bbox_0: 0.3189 loss_giou_0: 0.5374 loss_ce_1: 0.3866 loss_bbox_1: 0.2341 loss_giou_1: 0.402 loss_ce_2: 0.34 loss_bbox_2: 0.2011 loss_giou_2: 0.3679 loss_ce_3: 0.2988 loss_bbox_3: 0.1953 loss_giou_3: 0.3493 loss_ce_4: 0.2891 loss_bbox_4: 0.1905 loss_giou_4: 0.3449 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:18] d2.utils.events INFO: eta: 17:46:20 iter: 222399 total_loss: 5.484 loss_ce: 0.287 loss_bbox: 0.173 loss_giou: 0.3314 loss_ce_0: 0.4779 loss_bbox_0: 0.298 loss_giou_0: 0.5273 loss_ce_1: 0.3755 loss_bbox_1: 0.2101 loss_giou_1: 0.3808 loss_ce_2: 0.3129 loss_bbox_2: 0.1857 loss_giou_2: 0.3493 loss_ce_3: 0.2915 loss_bbox_3: 0.1851 loss_giou_3: 0.3388 loss_ce_4: 0.288 loss_bbox_4: 0.1765 loss_giou_4: 0.3348 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:24] d2.utils.events INFO: eta: 17:46:33 iter: 222419 total_loss: 5.443 loss_ce: 0.2677 loss_bbox: 0.1758 loss_giou: 0.3416 loss_ce_0: 0.4863 loss_bbox_0: 0.2988 loss_giou_0: 0.5296 loss_ce_1: 0.3719 loss_bbox_1: 0.2055 loss_giou_1: 0.3981 loss_ce_2: 0.323 loss_bbox_2: 0.1897 loss_giou_2: 0.3596 loss_ce_3: 0.2882 loss_bbox_3: 0.1844 loss_giou_3: 0.3497 loss_ce_4: 0.2768 loss_bbox_4: 0.1824 loss_giou_4: 0.3432 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:30] d2.utils.events INFO: eta: 17:46:19 iter: 222439 total_loss: 5.561 loss_ce: 0.2591 loss_bbox: 0.1764 loss_giou: 0.3137 loss_ce_0: 0.4888 loss_bbox_0: 0.3186 loss_giou_0: 0.4981 loss_ce_1: 0.3743 loss_bbox_1: 0.2224 loss_giou_1: 0.3659 loss_ce_2: 0.3092 loss_bbox_2: 0.1956 loss_giou_2: 0.3383 loss_ce_3: 0.2743 loss_bbox_3: 0.1857 loss_giou_3: 0.323 loss_ce_4: 0.2581 loss_bbox_4: 0.1772 loss_giou_4: 0.323 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:35] d2.utils.events INFO: eta: 17:46:24 iter: 222459 total_loss: 5.628 loss_ce: 0.2846 loss_bbox: 0.1749 loss_giou: 0.3392 loss_ce_0: 0.5089 loss_bbox_0: 0.3115 loss_giou_0: 0.5179 loss_ce_1: 0.3946 loss_bbox_1: 0.2165 loss_giou_1: 0.3856 loss_ce_2: 0.3246 loss_bbox_2: 0.1879 loss_giou_2: 0.356 loss_ce_3: 0.3047 loss_bbox_3: 0.1802 loss_giou_3: 0.3414 loss_ce_4: 0.2868 loss_bbox_4: 0.179 loss_giou_4: 0.3372 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:41] d2.utils.events INFO: eta: 17:46:28 iter: 222479 total_loss: 5.623 loss_ce: 0.2938 loss_bbox: 0.1898 loss_giou: 0.3174 loss_ce_0: 0.511 loss_bbox_0: 0.328 loss_giou_0: 0.4869 loss_ce_1: 0.3993 loss_bbox_1: 0.2263 loss_giou_1: 0.3597 loss_ce_2: 0.3278 loss_bbox_2: 0.2005 loss_giou_2: 0.3304 loss_ce_3: 0.3056 loss_bbox_3: 0.196 loss_giou_3: 0.322 loss_ce_4: 0.2937 loss_bbox_4: 0.1912 loss_giou_4: 0.3177 time: 0.2801 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:47] d2.utils.events INFO: eta: 17:46:32 iter: 222499 total_loss: 5.536 loss_ce: 0.2809 loss_bbox: 0.1763 loss_giou: 0.3301 loss_ce_0: 0.4915 loss_bbox_0: 0.2971 loss_giou_0: 0.4895 loss_ce_1: 0.3884 loss_bbox_1: 0.2085 loss_giou_1: 0.3768 loss_ce_2: 0.3235 loss_bbox_2: 0.1905 loss_giou_2: 0.3502 loss_ce_3: 0.2845 loss_bbox_3: 0.185 loss_giou_3: 0.3337 loss_ce_4: 0.2711 loss_bbox_4: 0.1785 loss_giou_4: 0.3295 time: 0.2801 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:52] d2.utils.events INFO: eta: 17:46:23 iter: 222519 total_loss: 5.628 loss_ce: 0.2796 loss_bbox: 0.1752 loss_giou: 0.3382 loss_ce_0: 0.4863 loss_bbox_0: 0.3052 loss_giou_0: 0.5134 loss_ce_1: 0.3928 loss_bbox_1: 0.2112 loss_giou_1: 0.3761 loss_ce_2: 0.3376 loss_bbox_2: 0.1921 loss_giou_2: 0.3564 loss_ce_3: 0.3082 loss_bbox_3: 0.187 loss_giou_3: 0.3504 loss_ce_4: 0.2905 loss_bbox_4: 0.182 loss_giou_4: 0.3384 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 07:21:58] d2.utils.events INFO: eta: 17:46:24 iter: 222539 total_loss: 5.513 loss_ce: 0.2736 loss_bbox: 0.1785 loss_giou: 0.3323 loss_ce_0: 0.4802 loss_bbox_0: 0.3047 loss_giou_0: 0.5147 loss_ce_1: 0.3792 loss_bbox_1: 0.2062 loss_giou_1: 0.3827 loss_ce_2: 0.3385 loss_bbox_2: 0.1848 loss_giou_2: 0.3534 loss_ce_3: 0.3025 loss_bbox_3: 0.1848 loss_giou_3: 0.3474 loss_ce_4: 0.2878 loss_bbox_4: 0.1825 loss_giou_4: 0.3356 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:04] d2.utils.events INFO: eta: 17:46:10 iter: 222559 total_loss: 5.812 loss_ce: 0.3019 loss_bbox: 0.1905 loss_giou: 0.3429 loss_ce_0: 0.5145 loss_bbox_0: 0.3258 loss_giou_0: 0.5441 loss_ce_1: 0.414 loss_bbox_1: 0.2205 loss_giou_1: 0.4135 loss_ce_2: 0.3514 loss_bbox_2: 0.2021 loss_giou_2: 0.3747 loss_ce_3: 0.3091 loss_bbox_3: 0.1976 loss_giou_3: 0.3551 loss_ce_4: 0.305 loss_bbox_4: 0.1932 loss_giou_4: 0.3448 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:09] d2.utils.events INFO: eta: 17:46:04 iter: 222579 total_loss: 5.633 loss_ce: 0.2774 loss_bbox: 0.1835 loss_giou: 0.3388 loss_ce_0: 0.4952 loss_bbox_0: 0.3083 loss_giou_0: 0.5458 loss_ce_1: 0.3979 loss_bbox_1: 0.2056 loss_giou_1: 0.4024 loss_ce_2: 0.3211 loss_bbox_2: 0.1922 loss_giou_2: 0.3601 loss_ce_3: 0.2958 loss_bbox_3: 0.1855 loss_giou_3: 0.3498 loss_ce_4: 0.2787 loss_bbox_4: 0.1831 loss_giou_4: 0.3455 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:15] d2.utils.events INFO: eta: 17:45:53 iter: 222599 total_loss: 5.412 loss_ce: 0.2893 loss_bbox: 0.171 loss_giou: 0.3199 loss_ce_0: 0.5083 loss_bbox_0: 0.3103 loss_giou_0: 0.5045 loss_ce_1: 0.3963 loss_bbox_1: 0.2012 loss_giou_1: 0.3552 loss_ce_2: 0.3261 loss_bbox_2: 0.1774 loss_giou_2: 0.3313 loss_ce_3: 0.301 loss_bbox_3: 0.1745 loss_giou_3: 0.3227 loss_ce_4: 0.2929 loss_bbox_4: 0.173 loss_giou_4: 0.318 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:21] d2.utils.events INFO: eta: 17:45:51 iter: 222619 total_loss: 5.605 loss_ce: 0.2887 loss_bbox: 0.1857 loss_giou: 0.3226 loss_ce_0: 0.4921 loss_bbox_0: 0.3107 loss_giou_0: 0.5033 loss_ce_1: 0.3934 loss_bbox_1: 0.2149 loss_giou_1: 0.3707 loss_ce_2: 0.3259 loss_bbox_2: 0.1968 loss_giou_2: 0.3386 loss_ce_3: 0.2915 loss_bbox_3: 0.1898 loss_giou_3: 0.3349 loss_ce_4: 0.2839 loss_bbox_4: 0.1873 loss_giou_4: 0.3283 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:27] d2.utils.events INFO: eta: 17:45:46 iter: 222639 total_loss: 5.594 loss_ce: 0.2707 loss_bbox: 0.1658 loss_giou: 0.3486 loss_ce_0: 0.4846 loss_bbox_0: 0.2922 loss_giou_0: 0.5404 loss_ce_1: 0.3749 loss_bbox_1: 0.1971 loss_giou_1: 0.3972 loss_ce_2: 0.318 loss_bbox_2: 0.1819 loss_giou_2: 0.3675 loss_ce_3: 0.2891 loss_bbox_3: 0.1723 loss_giou_3: 0.3566 loss_ce_4: 0.2708 loss_bbox_4: 0.1682 loss_giou_4: 0.3542 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:32] d2.utils.events INFO: eta: 17:45:50 iter: 222659 total_loss: 5.504 loss_ce: 0.2858 loss_bbox: 0.1761 loss_giou: 0.3305 loss_ce_0: 0.5019 loss_bbox_0: 0.3097 loss_giou_0: 0.4936 loss_ce_1: 0.403 loss_bbox_1: 0.2132 loss_giou_1: 0.3828 loss_ce_2: 0.3365 loss_bbox_2: 0.192 loss_giou_2: 0.3377 loss_ce_3: 0.3038 loss_bbox_3: 0.1861 loss_giou_3: 0.3378 loss_ce_4: 0.2909 loss_bbox_4: 0.1781 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:38] d2.utils.events INFO: eta: 17:45:30 iter: 222679 total_loss: 5.744 loss_ce: 0.2831 loss_bbox: 0.185 loss_giou: 0.3312 loss_ce_0: 0.5034 loss_bbox_0: 0.3075 loss_giou_0: 0.5076 loss_ce_1: 0.3985 loss_bbox_1: 0.2146 loss_giou_1: 0.3842 loss_ce_2: 0.3171 loss_bbox_2: 0.1964 loss_giou_2: 0.351 loss_ce_3: 0.2879 loss_bbox_3: 0.1909 loss_giou_3: 0.3391 loss_ce_4: 0.2934 loss_bbox_4: 0.1838 loss_giou_4: 0.336 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:44] d2.utils.events INFO: eta: 17:45:12 iter: 222699 total_loss: 5.422 loss_ce: 0.2833 loss_bbox: 0.1661 loss_giou: 0.3222 loss_ce_0: 0.4802 loss_bbox_0: 0.296 loss_giou_0: 0.4923 loss_ce_1: 0.3801 loss_bbox_1: 0.2024 loss_giou_1: 0.3659 loss_ce_2: 0.3209 loss_bbox_2: 0.1819 loss_giou_2: 0.3338 loss_ce_3: 0.295 loss_bbox_3: 0.1729 loss_giou_3: 0.3316 loss_ce_4: 0.2805 loss_bbox_4: 0.1702 loss_giou_4: 0.3266 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:49] d2.utils.events INFO: eta: 17:45:18 iter: 222719 total_loss: 5.231 loss_ce: 0.2533 loss_bbox: 0.1747 loss_giou: 0.3087 loss_ce_0: 0.4841 loss_bbox_0: 0.286 loss_giou_0: 0.4644 loss_ce_1: 0.3649 loss_bbox_1: 0.1984 loss_giou_1: 0.3565 loss_ce_2: 0.3031 loss_bbox_2: 0.1858 loss_giou_2: 0.3298 loss_ce_3: 0.2772 loss_bbox_3: 0.1759 loss_giou_3: 0.3137 loss_ce_4: 0.2633 loss_bbox_4: 0.1758 loss_giou_4: 0.3122 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 07:22:55] d2.utils.events INFO: eta: 17:44:47 iter: 222739 total_loss: 5.355 loss_ce: 0.2549 loss_bbox: 0.1859 loss_giou: 0.3217 loss_ce_0: 0.4752 loss_bbox_0: 0.3058 loss_giou_0: 0.5032 loss_ce_1: 0.3728 loss_bbox_1: 0.2145 loss_giou_1: 0.3791 loss_ce_2: 0.3069 loss_bbox_2: 0.1908 loss_giou_2: 0.339 loss_ce_3: 0.2768 loss_bbox_3: 0.1882 loss_giou_3: 0.3304 loss_ce_4: 0.2611 loss_bbox_4: 0.1886 loss_giou_4: 0.3237 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:01] d2.utils.events INFO: eta: 17:45:06 iter: 222759 total_loss: 5.615 loss_ce: 0.2882 loss_bbox: 0.1763 loss_giou: 0.3314 loss_ce_0: 0.5111 loss_bbox_0: 0.3118 loss_giou_0: 0.5094 loss_ce_1: 0.3981 loss_bbox_1: 0.2201 loss_giou_1: 0.3921 loss_ce_2: 0.3424 loss_bbox_2: 0.197 loss_giou_2: 0.3533 loss_ce_3: 0.3152 loss_bbox_3: 0.189 loss_giou_3: 0.3381 loss_ce_4: 0.2899 loss_bbox_4: 0.1848 loss_giou_4: 0.334 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:06] d2.utils.events INFO: eta: 17:45:02 iter: 222779 total_loss: 5.447 loss_ce: 0.282 loss_bbox: 0.1805 loss_giou: 0.3205 loss_ce_0: 0.476 loss_bbox_0: 0.3011 loss_giou_0: 0.4931 loss_ce_1: 0.372 loss_bbox_1: 0.2099 loss_giou_1: 0.3663 loss_ce_2: 0.3064 loss_bbox_2: 0.1914 loss_giou_2: 0.3355 loss_ce_3: 0.2932 loss_bbox_3: 0.1889 loss_giou_3: 0.3246 loss_ce_4: 0.2856 loss_bbox_4: 0.1848 loss_giou_4: 0.3249 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:12] d2.utils.events INFO: eta: 17:44:43 iter: 222799 total_loss: 5.536 loss_ce: 0.2784 loss_bbox: 0.1797 loss_giou: 0.3318 loss_ce_0: 0.4969 loss_bbox_0: 0.3166 loss_giou_0: 0.4921 loss_ce_1: 0.3779 loss_bbox_1: 0.22 loss_giou_1: 0.3812 loss_ce_2: 0.3208 loss_bbox_2: 0.1911 loss_giou_2: 0.3452 loss_ce_3: 0.2914 loss_bbox_3: 0.1862 loss_giou_3: 0.3383 loss_ce_4: 0.2783 loss_bbox_4: 0.1867 loss_giou_4: 0.3377 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:18] d2.utils.events INFO: eta: 17:45:02 iter: 222819 total_loss: 5.863 loss_ce: 0.3041 loss_bbox: 0.184 loss_giou: 0.3445 loss_ce_0: 0.519 loss_bbox_0: 0.3218 loss_giou_0: 0.5427 loss_ce_1: 0.4034 loss_bbox_1: 0.2287 loss_giou_1: 0.418 loss_ce_2: 0.3436 loss_bbox_2: 0.2019 loss_giou_2: 0.3713 loss_ce_3: 0.3194 loss_bbox_3: 0.1906 loss_giou_3: 0.3559 loss_ce_4: 0.3038 loss_bbox_4: 0.1867 loss_giou_4: 0.3465 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:23] d2.utils.events INFO: eta: 17:45:03 iter: 222839 total_loss: 5.75 loss_ce: 0.307 loss_bbox: 0.1686 loss_giou: 0.3497 loss_ce_0: 0.5121 loss_bbox_0: 0.3183 loss_giou_0: 0.5452 loss_ce_1: 0.4073 loss_bbox_1: 0.21 loss_giou_1: 0.3987 loss_ce_2: 0.3534 loss_bbox_2: 0.1857 loss_giou_2: 0.3704 loss_ce_3: 0.326 loss_bbox_3: 0.175 loss_giou_3: 0.3611 loss_ce_4: 0.3062 loss_bbox_4: 0.1685 loss_giou_4: 0.3535 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:29] d2.utils.events INFO: eta: 17:45:19 iter: 222859 total_loss: 5.516 loss_ce: 0.3008 loss_bbox: 0.1726 loss_giou: 0.3267 loss_ce_0: 0.4833 loss_bbox_0: 0.3005 loss_giou_0: 0.5096 loss_ce_1: 0.3908 loss_bbox_1: 0.2057 loss_giou_1: 0.3729 loss_ce_2: 0.3284 loss_bbox_2: 0.1851 loss_giou_2: 0.3464 loss_ce_3: 0.3042 loss_bbox_3: 0.1796 loss_giou_3: 0.3343 loss_ce_4: 0.2916 loss_bbox_4: 0.1763 loss_giou_4: 0.3331 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:35] d2.utils.events INFO: eta: 17:45:15 iter: 222879 total_loss: 5.271 loss_ce: 0.2567 loss_bbox: 0.1655 loss_giou: 0.3154 loss_ce_0: 0.4857 loss_bbox_0: 0.2961 loss_giou_0: 0.4723 loss_ce_1: 0.3664 loss_bbox_1: 0.2013 loss_giou_1: 0.3595 loss_ce_2: 0.2991 loss_bbox_2: 0.184 loss_giou_2: 0.3366 loss_ce_3: 0.2656 loss_bbox_3: 0.178 loss_giou_3: 0.3229 loss_ce_4: 0.2597 loss_bbox_4: 0.1696 loss_giou_4: 0.3173 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:40] d2.utils.events INFO: eta: 17:45:13 iter: 222899 total_loss: 5.721 loss_ce: 0.2946 loss_bbox: 0.1846 loss_giou: 0.3429 loss_ce_0: 0.4822 loss_bbox_0: 0.3015 loss_giou_0: 0.5164 loss_ce_1: 0.4009 loss_bbox_1: 0.2103 loss_giou_1: 0.3835 loss_ce_2: 0.3262 loss_bbox_2: 0.1954 loss_giou_2: 0.3547 loss_ce_3: 0.2948 loss_bbox_3: 0.1866 loss_giou_3: 0.3502 loss_ce_4: 0.2996 loss_bbox_4: 0.1856 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:46] d2.utils.events INFO: eta: 17:45:27 iter: 222919 total_loss: 5.665 loss_ce: 0.2791 loss_bbox: 0.1739 loss_giou: 0.3424 loss_ce_0: 0.5058 loss_bbox_0: 0.3019 loss_giou_0: 0.5614 loss_ce_1: 0.376 loss_bbox_1: 0.2104 loss_giou_1: 0.4056 loss_ce_2: 0.3092 loss_bbox_2: 0.1906 loss_giou_2: 0.3743 loss_ce_3: 0.2885 loss_bbox_3: 0.1829 loss_giou_3: 0.3536 loss_ce_4: 0.2781 loss_bbox_4: 0.1751 loss_giou_4: 0.3486 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:52] d2.utils.events INFO: eta: 17:45:23 iter: 222939 total_loss: 5.804 loss_ce: 0.2974 loss_bbox: 0.1907 loss_giou: 0.3333 loss_ce_0: 0.5061 loss_bbox_0: 0.3136 loss_giou_0: 0.5254 loss_ce_1: 0.3971 loss_bbox_1: 0.2255 loss_giou_1: 0.3651 loss_ce_2: 0.3404 loss_bbox_2: 0.2029 loss_giou_2: 0.3441 loss_ce_3: 0.3022 loss_bbox_3: 0.1971 loss_giou_3: 0.3329 loss_ce_4: 0.2933 loss_bbox_4: 0.1908 loss_giou_4: 0.3341 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 07:23:58] d2.utils.events INFO: eta: 17:45:27 iter: 222959 total_loss: 5.427 loss_ce: 0.2752 loss_bbox: 0.1789 loss_giou: 0.299 loss_ce_0: 0.4816 loss_bbox_0: 0.3316 loss_giou_0: 0.4586 loss_ce_1: 0.3731 loss_bbox_1: 0.221 loss_giou_1: 0.3392 loss_ce_2: 0.3033 loss_bbox_2: 0.2019 loss_giou_2: 0.3175 loss_ce_3: 0.276 loss_bbox_3: 0.1908 loss_giou_3: 0.3073 loss_ce_4: 0.278 loss_bbox_4: 0.1818 loss_giou_4: 0.302 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:03] d2.utils.events INFO: eta: 17:45:22 iter: 222979 total_loss: 5.322 loss_ce: 0.2672 loss_bbox: 0.1707 loss_giou: 0.3121 loss_ce_0: 0.5 loss_bbox_0: 0.2997 loss_giou_0: 0.5029 loss_ce_1: 0.3821 loss_bbox_1: 0.2069 loss_giou_1: 0.3583 loss_ce_2: 0.3156 loss_bbox_2: 0.1896 loss_giou_2: 0.3327 loss_ce_3: 0.2862 loss_bbox_3: 0.1785 loss_giou_3: 0.3206 loss_ce_4: 0.2729 loss_bbox_4: 0.1705 loss_giou_4: 0.3117 time: 0.2801 data_time: 0.0185 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:09] d2.utils.events INFO: eta: 17:45:33 iter: 222999 total_loss: 5.526 loss_ce: 0.2822 loss_bbox: 0.1805 loss_giou: 0.3256 loss_ce_0: 0.4835 loss_bbox_0: 0.305 loss_giou_0: 0.5109 loss_ce_1: 0.3892 loss_bbox_1: 0.2118 loss_giou_1: 0.3806 loss_ce_2: 0.3266 loss_bbox_2: 0.1985 loss_giou_2: 0.3576 loss_ce_3: 0.2924 loss_bbox_3: 0.1854 loss_giou_3: 0.3323 loss_ce_4: 0.2896 loss_bbox_4: 0.1844 loss_giou_4: 0.3322 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:15] d2.utils.events INFO: eta: 17:45:39 iter: 223019 total_loss: 5.857 loss_ce: 0.2871 loss_bbox: 0.1872 loss_giou: 0.3383 loss_ce_0: 0.4839 loss_bbox_0: 0.3232 loss_giou_0: 0.5243 loss_ce_1: 0.3831 loss_bbox_1: 0.2378 loss_giou_1: 0.3927 loss_ce_2: 0.3244 loss_bbox_2: 0.2107 loss_giou_2: 0.3628 loss_ce_3: 0.2974 loss_bbox_3: 0.1956 loss_giou_3: 0.3497 loss_ce_4: 0.2905 loss_bbox_4: 0.1911 loss_giou_4: 0.3455 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:20] d2.utils.events INFO: eta: 17:45:44 iter: 223039 total_loss: 5.74 loss_ce: 0.2897 loss_bbox: 0.1927 loss_giou: 0.3426 loss_ce_0: 0.4827 loss_bbox_0: 0.3161 loss_giou_0: 0.5186 loss_ce_1: 0.3767 loss_bbox_1: 0.2227 loss_giou_1: 0.3916 loss_ce_2: 0.32 loss_bbox_2: 0.2011 loss_giou_2: 0.3584 loss_ce_3: 0.2967 loss_bbox_3: 0.2013 loss_giou_3: 0.3514 loss_ce_4: 0.2864 loss_bbox_4: 0.1953 loss_giou_4: 0.3444 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:26] d2.utils.events INFO: eta: 17:46:21 iter: 223059 total_loss: 5.48 loss_ce: 0.2683 loss_bbox: 0.1805 loss_giou: 0.3536 loss_ce_0: 0.4831 loss_bbox_0: 0.3125 loss_giou_0: 0.5479 loss_ce_1: 0.3603 loss_bbox_1: 0.2171 loss_giou_1: 0.4069 loss_ce_2: 0.3065 loss_bbox_2: 0.1911 loss_giou_2: 0.3726 loss_ce_3: 0.2805 loss_bbox_3: 0.1899 loss_giou_3: 0.368 loss_ce_4: 0.2688 loss_bbox_4: 0.1834 loss_giou_4: 0.3572 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:32] d2.utils.events INFO: eta: 17:46:05 iter: 223079 total_loss: 5.42 loss_ce: 0.2902 loss_bbox: 0.1722 loss_giou: 0.318 loss_ce_0: 0.4676 loss_bbox_0: 0.315 loss_giou_0: 0.4852 loss_ce_1: 0.3715 loss_bbox_1: 0.2133 loss_giou_1: 0.3578 loss_ce_2: 0.3258 loss_bbox_2: 0.1921 loss_giou_2: 0.3291 loss_ce_3: 0.3008 loss_bbox_3: 0.1834 loss_giou_3: 0.3248 loss_ce_4: 0.2925 loss_bbox_4: 0.176 loss_giou_4: 0.3177 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:37] d2.utils.events INFO: eta: 17:45:40 iter: 223099 total_loss: 5.283 loss_ce: 0.2706 loss_bbox: 0.1764 loss_giou: 0.3062 loss_ce_0: 0.4795 loss_bbox_0: 0.3035 loss_giou_0: 0.4743 loss_ce_1: 0.3798 loss_bbox_1: 0.2147 loss_giou_1: 0.3555 loss_ce_2: 0.3098 loss_bbox_2: 0.191 loss_giou_2: 0.3205 loss_ce_3: 0.2811 loss_bbox_3: 0.182 loss_giou_3: 0.3157 loss_ce_4: 0.271 loss_bbox_4: 0.1806 loss_giou_4: 0.3088 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:43] d2.utils.events INFO: eta: 17:46:09 iter: 223119 total_loss: 5.559 loss_ce: 0.2816 loss_bbox: 0.1778 loss_giou: 0.339 loss_ce_0: 0.4914 loss_bbox_0: 0.3005 loss_giou_0: 0.5066 loss_ce_1: 0.3853 loss_bbox_1: 0.2088 loss_giou_1: 0.3838 loss_ce_2: 0.327 loss_bbox_2: 0.1884 loss_giou_2: 0.3502 loss_ce_3: 0.2968 loss_bbox_3: 0.1801 loss_giou_3: 0.3381 loss_ce_4: 0.2907 loss_bbox_4: 0.1787 loss_giou_4: 0.3378 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:49] d2.utils.events INFO: eta: 17:45:54 iter: 223139 total_loss: 5.633 loss_ce: 0.2688 loss_bbox: 0.1825 loss_giou: 0.3528 loss_ce_0: 0.4885 loss_bbox_0: 0.3079 loss_giou_0: 0.542 loss_ce_1: 0.3771 loss_bbox_1: 0.2031 loss_giou_1: 0.4087 loss_ce_2: 0.3128 loss_bbox_2: 0.1975 loss_giou_2: 0.3781 loss_ce_3: 0.2845 loss_bbox_3: 0.1853 loss_giou_3: 0.3554 loss_ce_4: 0.2731 loss_bbox_4: 0.1922 loss_giou_4: 0.3588 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:24:54] d2.utils.events INFO: eta: 17:45:42 iter: 223159 total_loss: 5.457 loss_ce: 0.2685 loss_bbox: 0.1861 loss_giou: 0.2984 loss_ce_0: 0.4856 loss_bbox_0: 0.3119 loss_giou_0: 0.4793 loss_ce_1: 0.3809 loss_bbox_1: 0.2044 loss_giou_1: 0.3452 loss_ce_2: 0.3217 loss_bbox_2: 0.1946 loss_giou_2: 0.317 loss_ce_3: 0.2828 loss_bbox_3: 0.1899 loss_giou_3: 0.3028 loss_ce_4: 0.2669 loss_bbox_4: 0.1869 loss_giou_4: 0.2989 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:00] d2.utils.events INFO: eta: 17:45:30 iter: 223179 total_loss: 5.529 loss_ce: 0.27 loss_bbox: 0.1834 loss_giou: 0.3164 loss_ce_0: 0.4913 loss_bbox_0: 0.3177 loss_giou_0: 0.4998 loss_ce_1: 0.378 loss_bbox_1: 0.2122 loss_giou_1: 0.3571 loss_ce_2: 0.3206 loss_bbox_2: 0.1959 loss_giou_2: 0.3283 loss_ce_3: 0.2668 loss_bbox_3: 0.1855 loss_giou_3: 0.321 loss_ce_4: 0.274 loss_bbox_4: 0.1889 loss_giou_4: 0.3182 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:06] d2.utils.events INFO: eta: 17:45:37 iter: 223199 total_loss: 5.427 loss_ce: 0.265 loss_bbox: 0.1736 loss_giou: 0.3301 loss_ce_0: 0.4773 loss_bbox_0: 0.3047 loss_giou_0: 0.5209 loss_ce_1: 0.3748 loss_bbox_1: 0.2019 loss_giou_1: 0.378 loss_ce_2: 0.3081 loss_bbox_2: 0.1816 loss_giou_2: 0.352 loss_ce_3: 0.2766 loss_bbox_3: 0.1805 loss_giou_3: 0.3438 loss_ce_4: 0.2657 loss_bbox_4: 0.1735 loss_giou_4: 0.3327 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:11] d2.utils.events INFO: eta: 17:45:18 iter: 223219 total_loss: 5.802 loss_ce: 0.2727 loss_bbox: 0.1848 loss_giou: 0.3367 loss_ce_0: 0.476 loss_bbox_0: 0.3104 loss_giou_0: 0.5065 loss_ce_1: 0.3772 loss_bbox_1: 0.2264 loss_giou_1: 0.383 loss_ce_2: 0.3095 loss_bbox_2: 0.1997 loss_giou_2: 0.3534 loss_ce_3: 0.2919 loss_bbox_3: 0.1926 loss_giou_3: 0.3459 loss_ce_4: 0.2761 loss_bbox_4: 0.1908 loss_giou_4: 0.3348 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:17] d2.utils.events INFO: eta: 17:45:00 iter: 223239 total_loss: 5.504 loss_ce: 0.2792 loss_bbox: 0.1799 loss_giou: 0.3197 loss_ce_0: 0.4667 loss_bbox_0: 0.3031 loss_giou_0: 0.5102 loss_ce_1: 0.3778 loss_bbox_1: 0.2223 loss_giou_1: 0.3741 loss_ce_2: 0.3162 loss_bbox_2: 0.2008 loss_giou_2: 0.3419 loss_ce_3: 0.3002 loss_bbox_3: 0.1901 loss_giou_3: 0.3313 loss_ce_4: 0.2793 loss_bbox_4: 0.1879 loss_giou_4: 0.3233 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:23] d2.utils.events INFO: eta: 17:44:31 iter: 223259 total_loss: 5.214 loss_ce: 0.2909 loss_bbox: 0.1642 loss_giou: 0.3151 loss_ce_0: 0.4981 loss_bbox_0: 0.2808 loss_giou_0: 0.5217 loss_ce_1: 0.3752 loss_bbox_1: 0.205 loss_giou_1: 0.3668 loss_ce_2: 0.322 loss_bbox_2: 0.1747 loss_giou_2: 0.3352 loss_ce_3: 0.2911 loss_bbox_3: 0.1653 loss_giou_3: 0.3288 loss_ce_4: 0.2913 loss_bbox_4: 0.1676 loss_giou_4: 0.3233 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:29] d2.utils.events INFO: eta: 17:44:12 iter: 223279 total_loss: 5.354 loss_ce: 0.2799 loss_bbox: 0.1761 loss_giou: 0.3157 loss_ce_0: 0.4884 loss_bbox_0: 0.3045 loss_giou_0: 0.4956 loss_ce_1: 0.4014 loss_bbox_1: 0.2087 loss_giou_1: 0.3567 loss_ce_2: 0.3221 loss_bbox_2: 0.1937 loss_giou_2: 0.3288 loss_ce_3: 0.2938 loss_bbox_3: 0.1857 loss_giou_3: 0.3201 loss_ce_4: 0.2806 loss_bbox_4: 0.1773 loss_giou_4: 0.3169 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:34] d2.utils.events INFO: eta: 17:43:50 iter: 223299 total_loss: 5.581 loss_ce: 0.2924 loss_bbox: 0.1786 loss_giou: 0.3395 loss_ce_0: 0.4871 loss_bbox_0: 0.3006 loss_giou_0: 0.527 loss_ce_1: 0.3881 loss_bbox_1: 0.2063 loss_giou_1: 0.3842 loss_ce_2: 0.3334 loss_bbox_2: 0.1895 loss_giou_2: 0.3596 loss_ce_3: 0.3031 loss_bbox_3: 0.1824 loss_giou_3: 0.3497 loss_ce_4: 0.29 loss_bbox_4: 0.1808 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:40] d2.utils.events INFO: eta: 17:44:01 iter: 223319 total_loss: 5.49 loss_ce: 0.2687 loss_bbox: 0.1704 loss_giou: 0.3363 loss_ce_0: 0.493 loss_bbox_0: 0.2902 loss_giou_0: 0.4985 loss_ce_1: 0.4039 loss_bbox_1: 0.1954 loss_giou_1: 0.3899 loss_ce_2: 0.3161 loss_bbox_2: 0.1783 loss_giou_2: 0.3562 loss_ce_3: 0.2869 loss_bbox_3: 0.1745 loss_giou_3: 0.3453 loss_ce_4: 0.2786 loss_bbox_4: 0.1732 loss_giou_4: 0.3398 time: 0.2801 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:46] d2.utils.events INFO: eta: 17:43:59 iter: 223339 total_loss: 5.396 loss_ce: 0.2534 loss_bbox: 0.1846 loss_giou: 0.3179 loss_ce_0: 0.4665 loss_bbox_0: 0.3103 loss_giou_0: 0.4936 loss_ce_1: 0.3732 loss_bbox_1: 0.2041 loss_giou_1: 0.3663 loss_ce_2: 0.3074 loss_bbox_2: 0.1927 loss_giou_2: 0.3376 loss_ce_3: 0.2691 loss_bbox_3: 0.1853 loss_giou_3: 0.3305 loss_ce_4: 0.2552 loss_bbox_4: 0.1852 loss_giou_4: 0.3213 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:51] d2.utils.events INFO: eta: 17:44:00 iter: 223359 total_loss: 5.504 loss_ce: 0.2819 loss_bbox: 0.1718 loss_giou: 0.3207 loss_ce_0: 0.4958 loss_bbox_0: 0.2891 loss_giou_0: 0.5083 loss_ce_1: 0.3851 loss_bbox_1: 0.2026 loss_giou_1: 0.3664 loss_ce_2: 0.3202 loss_bbox_2: 0.1833 loss_giou_2: 0.344 loss_ce_3: 0.288 loss_bbox_3: 0.1828 loss_giou_3: 0.3306 loss_ce_4: 0.2867 loss_bbox_4: 0.1774 loss_giou_4: 0.326 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 07:25:57] d2.utils.events INFO: eta: 17:43:50 iter: 223379 total_loss: 5.551 loss_ce: 0.2962 loss_bbox: 0.1791 loss_giou: 0.3308 loss_ce_0: 0.4986 loss_bbox_0: 0.3298 loss_giou_0: 0.5178 loss_ce_1: 0.3993 loss_bbox_1: 0.2137 loss_giou_1: 0.3856 loss_ce_2: 0.3323 loss_bbox_2: 0.1969 loss_giou_2: 0.3526 loss_ce_3: 0.3153 loss_bbox_3: 0.1897 loss_giou_3: 0.3435 loss_ce_4: 0.2999 loss_bbox_4: 0.1809 loss_giou_4: 0.3346 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:03] d2.utils.events INFO: eta: 17:43:23 iter: 223399 total_loss: 5.937 loss_ce: 0.3161 loss_bbox: 0.1793 loss_giou: 0.3535 loss_ce_0: 0.5117 loss_bbox_0: 0.313 loss_giou_0: 0.5222 loss_ce_1: 0.3963 loss_bbox_1: 0.2147 loss_giou_1: 0.4034 loss_ce_2: 0.3532 loss_bbox_2: 0.19 loss_giou_2: 0.3682 loss_ce_3: 0.3267 loss_bbox_3: 0.1816 loss_giou_3: 0.3631 loss_ce_4: 0.3108 loss_bbox_4: 0.1787 loss_giou_4: 0.3595 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:08] d2.utils.events INFO: eta: 17:43:25 iter: 223419 total_loss: 5.95 loss_ce: 0.3086 loss_bbox: 0.1869 loss_giou: 0.3432 loss_ce_0: 0.5058 loss_bbox_0: 0.3079 loss_giou_0: 0.5156 loss_ce_1: 0.3934 loss_bbox_1: 0.2279 loss_giou_1: 0.394 loss_ce_2: 0.3536 loss_bbox_2: 0.1969 loss_giou_2: 0.3634 loss_ce_3: 0.3249 loss_bbox_3: 0.1909 loss_giou_3: 0.3551 loss_ce_4: 0.309 loss_bbox_4: 0.1872 loss_giou_4: 0.3425 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:14] d2.utils.events INFO: eta: 17:43:27 iter: 223439 total_loss: 5.786 loss_ce: 0.2892 loss_bbox: 0.2016 loss_giou: 0.3412 loss_ce_0: 0.5002 loss_bbox_0: 0.3133 loss_giou_0: 0.5292 loss_ce_1: 0.3999 loss_bbox_1: 0.228 loss_giou_1: 0.3931 loss_ce_2: 0.3323 loss_bbox_2: 0.2085 loss_giou_2: 0.3547 loss_ce_3: 0.311 loss_bbox_3: 0.1997 loss_giou_3: 0.3472 loss_ce_4: 0.2911 loss_bbox_4: 0.2037 loss_giou_4: 0.3427 time: 0.2801 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:20] d2.utils.events INFO: eta: 17:43:28 iter: 223459 total_loss: 5.279 loss_ce: 0.2739 loss_bbox: 0.167 loss_giou: 0.3129 loss_ce_0: 0.4907 loss_bbox_0: 0.2975 loss_giou_0: 0.4997 loss_ce_1: 0.3763 loss_bbox_1: 0.1992 loss_giou_1: 0.3555 loss_ce_2: 0.3249 loss_bbox_2: 0.1857 loss_giou_2: 0.33 loss_ce_3: 0.2905 loss_bbox_3: 0.1782 loss_giou_3: 0.3179 loss_ce_4: 0.2765 loss_bbox_4: 0.1715 loss_giou_4: 0.3138 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:25] d2.utils.events INFO: eta: 17:43:24 iter: 223479 total_loss: 5.355 loss_ce: 0.2795 loss_bbox: 0.1817 loss_giou: 0.3089 loss_ce_0: 0.5063 loss_bbox_0: 0.2965 loss_giou_0: 0.4714 loss_ce_1: 0.3951 loss_bbox_1: 0.2044 loss_giou_1: 0.3495 loss_ce_2: 0.3235 loss_bbox_2: 0.1873 loss_giou_2: 0.3199 loss_ce_3: 0.2954 loss_bbox_3: 0.1873 loss_giou_3: 0.3151 loss_ce_4: 0.2773 loss_bbox_4: 0.1819 loss_giou_4: 0.3104 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:31] d2.utils.events INFO: eta: 17:43:14 iter: 223499 total_loss: 5.527 loss_ce: 0.2623 loss_bbox: 0.1563 loss_giou: 0.3383 loss_ce_0: 0.4762 loss_bbox_0: 0.2833 loss_giou_0: 0.5366 loss_ce_1: 0.3922 loss_bbox_1: 0.1878 loss_giou_1: 0.3925 loss_ce_2: 0.3202 loss_bbox_2: 0.1641 loss_giou_2: 0.3603 loss_ce_3: 0.2837 loss_bbox_3: 0.1592 loss_giou_3: 0.3468 loss_ce_4: 0.2696 loss_bbox_4: 0.1582 loss_giou_4: 0.343 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:37] d2.utils.events INFO: eta: 17:43:26 iter: 223519 total_loss: 5.314 loss_ce: 0.2732 loss_bbox: 0.1788 loss_giou: 0.3167 loss_ce_0: 0.4738 loss_bbox_0: 0.3111 loss_giou_0: 0.5214 loss_ce_1: 0.3894 loss_bbox_1: 0.2075 loss_giou_1: 0.3646 loss_ce_2: 0.3073 loss_bbox_2: 0.1975 loss_giou_2: 0.3381 loss_ce_3: 0.2814 loss_bbox_3: 0.1828 loss_giou_3: 0.3217 loss_ce_4: 0.2769 loss_bbox_4: 0.1777 loss_giou_4: 0.3214 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:43] d2.utils.events INFO: eta: 17:43:12 iter: 223539 total_loss: 5.738 loss_ce: 0.2928 loss_bbox: 0.1692 loss_giou: 0.3479 loss_ce_0: 0.4948 loss_bbox_0: 0.3109 loss_giou_0: 0.5586 loss_ce_1: 0.4048 loss_bbox_1: 0.2072 loss_giou_1: 0.3982 loss_ce_2: 0.3404 loss_bbox_2: 0.1828 loss_giou_2: 0.3688 loss_ce_3: 0.3071 loss_bbox_3: 0.1821 loss_giou_3: 0.3592 loss_ce_4: 0.2982 loss_bbox_4: 0.1733 loss_giou_4: 0.3546 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:48] d2.utils.events INFO: eta: 17:43:04 iter: 223559 total_loss: 5.523 loss_ce: 0.2786 loss_bbox: 0.174 loss_giou: 0.3262 loss_ce_0: 0.488 loss_bbox_0: 0.2962 loss_giou_0: 0.4819 loss_ce_1: 0.3908 loss_bbox_1: 0.2086 loss_giou_1: 0.3687 loss_ce_2: 0.3394 loss_bbox_2: 0.1822 loss_giou_2: 0.3448 loss_ce_3: 0.2985 loss_bbox_3: 0.1779 loss_giou_3: 0.3315 loss_ce_4: 0.2909 loss_bbox_4: 0.1739 loss_giou_4: 0.3291 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 07:26:54] d2.utils.events INFO: eta: 17:42:48 iter: 223579 total_loss: 5.663 loss_ce: 0.2941 loss_bbox: 0.1705 loss_giou: 0.3386 loss_ce_0: 0.5084 loss_bbox_0: 0.3184 loss_giou_0: 0.5325 loss_ce_1: 0.3811 loss_bbox_1: 0.2175 loss_giou_1: 0.3718 loss_ce_2: 0.3355 loss_bbox_2: 0.1848 loss_giou_2: 0.3513 loss_ce_3: 0.2952 loss_bbox_3: 0.1789 loss_giou_3: 0.3413 loss_ce_4: 0.2891 loss_bbox_4: 0.1709 loss_giou_4: 0.3453 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:00] d2.utils.events INFO: eta: 17:42:47 iter: 223599 total_loss: 6.227 loss_ce: 0.3212 loss_bbox: 0.1926 loss_giou: 0.3538 loss_ce_0: 0.5384 loss_bbox_0: 0.3301 loss_giou_0: 0.5357 loss_ce_1: 0.4352 loss_bbox_1: 0.2307 loss_giou_1: 0.4058 loss_ce_2: 0.3723 loss_bbox_2: 0.2064 loss_giou_2: 0.3746 loss_ce_3: 0.3414 loss_bbox_3: 0.1993 loss_giou_3: 0.3606 loss_ce_4: 0.3187 loss_bbox_4: 0.1923 loss_giou_4: 0.3527 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:05] d2.utils.events INFO: eta: 17:42:31 iter: 223619 total_loss: 5.698 loss_ce: 0.2642 loss_bbox: 0.1751 loss_giou: 0.3437 loss_ce_0: 0.4933 loss_bbox_0: 0.2975 loss_giou_0: 0.5344 loss_ce_1: 0.3892 loss_bbox_1: 0.206 loss_giou_1: 0.3964 loss_ce_2: 0.3226 loss_bbox_2: 0.1914 loss_giou_2: 0.3657 loss_ce_3: 0.2955 loss_bbox_3: 0.1856 loss_giou_3: 0.3499 loss_ce_4: 0.2783 loss_bbox_4: 0.1785 loss_giou_4: 0.348 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:11] d2.utils.events INFO: eta: 17:42:20 iter: 223639 total_loss: 5.531 loss_ce: 0.266 loss_bbox: 0.1681 loss_giou: 0.3312 loss_ce_0: 0.4798 loss_bbox_0: 0.2989 loss_giou_0: 0.5328 loss_ce_1: 0.3831 loss_bbox_1: 0.204 loss_giou_1: 0.3808 loss_ce_2: 0.3241 loss_bbox_2: 0.1859 loss_giou_2: 0.3483 loss_ce_3: 0.2793 loss_bbox_3: 0.1788 loss_giou_3: 0.3457 loss_ce_4: 0.2677 loss_bbox_4: 0.1745 loss_giou_4: 0.3351 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:17] d2.utils.events INFO: eta: 17:42:08 iter: 223659 total_loss: 5.613 loss_ce: 0.2789 loss_bbox: 0.1871 loss_giou: 0.3263 loss_ce_0: 0.5053 loss_bbox_0: 0.3142 loss_giou_0: 0.5042 loss_ce_1: 0.3943 loss_bbox_1: 0.2218 loss_giou_1: 0.3745 loss_ce_2: 0.3252 loss_bbox_2: 0.2051 loss_giou_2: 0.3509 loss_ce_3: 0.2958 loss_bbox_3: 0.1955 loss_giou_3: 0.335 loss_ce_4: 0.2792 loss_bbox_4: 0.1899 loss_giou_4: 0.3322 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:22] d2.utils.events INFO: eta: 17:42:08 iter: 223679 total_loss: 5.847 loss_ce: 0.3025 loss_bbox: 0.1862 loss_giou: 0.3344 loss_ce_0: 0.5204 loss_bbox_0: 0.3241 loss_giou_0: 0.53 loss_ce_1: 0.4141 loss_bbox_1: 0.2242 loss_giou_1: 0.3825 loss_ce_2: 0.3589 loss_bbox_2: 0.1939 loss_giou_2: 0.3524 loss_ce_3: 0.3191 loss_bbox_3: 0.188 loss_giou_3: 0.3476 loss_ce_4: 0.3078 loss_bbox_4: 0.1848 loss_giou_4: 0.3413 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:28] d2.utils.events INFO: eta: 17:42:20 iter: 223699 total_loss: 5.539 loss_ce: 0.2686 loss_bbox: 0.1895 loss_giou: 0.3264 loss_ce_0: 0.4844 loss_bbox_0: 0.3194 loss_giou_0: 0.5141 loss_ce_1: 0.373 loss_bbox_1: 0.2247 loss_giou_1: 0.3903 loss_ce_2: 0.3073 loss_bbox_2: 0.1998 loss_giou_2: 0.3442 loss_ce_3: 0.2746 loss_bbox_3: 0.1955 loss_giou_3: 0.3342 loss_ce_4: 0.2643 loss_bbox_4: 0.1938 loss_giou_4: 0.3287 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:34] d2.utils.events INFO: eta: 17:42:03 iter: 223719 total_loss: 5.688 loss_ce: 0.2632 loss_bbox: 0.1803 loss_giou: 0.3304 loss_ce_0: 0.4636 loss_bbox_0: 0.3018 loss_giou_0: 0.5055 loss_ce_1: 0.3734 loss_bbox_1: 0.2155 loss_giou_1: 0.3729 loss_ce_2: 0.3053 loss_bbox_2: 0.1963 loss_giou_2: 0.3439 loss_ce_3: 0.2729 loss_bbox_3: 0.1881 loss_giou_3: 0.3332 loss_ce_4: 0.2662 loss_bbox_4: 0.1826 loss_giou_4: 0.3328 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:39] d2.utils.events INFO: eta: 17:42:06 iter: 223739 total_loss: 5.562 loss_ce: 0.2805 loss_bbox: 0.1815 loss_giou: 0.3433 loss_ce_0: 0.485 loss_bbox_0: 0.3038 loss_giou_0: 0.5282 loss_ce_1: 0.3865 loss_bbox_1: 0.2165 loss_giou_1: 0.3876 loss_ce_2: 0.331 loss_bbox_2: 0.1925 loss_giou_2: 0.3552 loss_ce_3: 0.2932 loss_bbox_3: 0.1844 loss_giou_3: 0.3465 loss_ce_4: 0.2851 loss_bbox_4: 0.1775 loss_giou_4: 0.3466 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:45] d2.utils.events INFO: eta: 17:41:46 iter: 223759 total_loss: 5.657 loss_ce: 0.289 loss_bbox: 0.1976 loss_giou: 0.3267 loss_ce_0: 0.4942 loss_bbox_0: 0.3267 loss_giou_0: 0.4771 loss_ce_1: 0.3889 loss_bbox_1: 0.2228 loss_giou_1: 0.3748 loss_ce_2: 0.3373 loss_bbox_2: 0.2065 loss_giou_2: 0.3448 loss_ce_3: 0.3101 loss_bbox_3: 0.1978 loss_giou_3: 0.3291 loss_ce_4: 0.2824 loss_bbox_4: 0.1969 loss_giou_4: 0.3265 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:51] d2.utils.events INFO: eta: 17:41:29 iter: 223779 total_loss: 5.966 loss_ce: 0.3035 loss_bbox: 0.1932 loss_giou: 0.3633 loss_ce_0: 0.5319 loss_bbox_0: 0.3158 loss_giou_0: 0.5437 loss_ce_1: 0.408 loss_bbox_1: 0.2237 loss_giou_1: 0.4069 loss_ce_2: 0.3476 loss_bbox_2: 0.2028 loss_giou_2: 0.3784 loss_ce_3: 0.3223 loss_bbox_3: 0.1922 loss_giou_3: 0.3736 loss_ce_4: 0.3077 loss_bbox_4: 0.194 loss_giou_4: 0.3691 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 07:27:56] d2.utils.events INFO: eta: 17:41:23 iter: 223799 total_loss: 5.189 loss_ce: 0.2436 loss_bbox: 0.1723 loss_giou: 0.3237 loss_ce_0: 0.474 loss_bbox_0: 0.2962 loss_giou_0: 0.4975 loss_ce_1: 0.3597 loss_bbox_1: 0.2019 loss_giou_1: 0.3537 loss_ce_2: 0.2926 loss_bbox_2: 0.1832 loss_giou_2: 0.3345 loss_ce_3: 0.2637 loss_bbox_3: 0.1785 loss_giou_3: 0.3291 loss_ce_4: 0.2447 loss_bbox_4: 0.1733 loss_giou_4: 0.3273 time: 0.2801 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:02] d2.utils.events INFO: eta: 17:41:13 iter: 223819 total_loss: 5.566 loss_ce: 0.2633 loss_bbox: 0.1798 loss_giou: 0.3414 loss_ce_0: 0.4605 loss_bbox_0: 0.3043 loss_giou_0: 0.5152 loss_ce_1: 0.3797 loss_bbox_1: 0.2076 loss_giou_1: 0.3842 loss_ce_2: 0.3031 loss_bbox_2: 0.1955 loss_giou_2: 0.3605 loss_ce_3: 0.2828 loss_bbox_3: 0.1871 loss_giou_3: 0.3461 loss_ce_4: 0.2731 loss_bbox_4: 0.183 loss_giou_4: 0.3437 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:08] d2.utils.events INFO: eta: 17:41:12 iter: 223839 total_loss: 5.556 loss_ce: 0.2641 loss_bbox: 0.1727 loss_giou: 0.3538 loss_ce_0: 0.4893 loss_bbox_0: 0.2933 loss_giou_0: 0.5388 loss_ce_1: 0.3817 loss_bbox_1: 0.2007 loss_giou_1: 0.3976 loss_ce_2: 0.3151 loss_bbox_2: 0.1872 loss_giou_2: 0.3677 loss_ce_3: 0.2837 loss_bbox_3: 0.1764 loss_giou_3: 0.3629 loss_ce_4: 0.2683 loss_bbox_4: 0.1751 loss_giou_4: 0.3543 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:13] d2.utils.events INFO: eta: 17:41:01 iter: 223859 total_loss: 5.391 loss_ce: 0.2731 loss_bbox: 0.1741 loss_giou: 0.334 loss_ce_0: 0.4782 loss_bbox_0: 0.2923 loss_giou_0: 0.5024 loss_ce_1: 0.3688 loss_bbox_1: 0.2004 loss_giou_1: 0.3702 loss_ce_2: 0.3135 loss_bbox_2: 0.1934 loss_giou_2: 0.3441 loss_ce_3: 0.2813 loss_bbox_3: 0.1846 loss_giou_3: 0.3413 loss_ce_4: 0.2683 loss_bbox_4: 0.1802 loss_giou_4: 0.3368 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:19] d2.utils.events INFO: eta: 17:40:56 iter: 223879 total_loss: 5.601 loss_ce: 0.2758 loss_bbox: 0.1805 loss_giou: 0.3233 loss_ce_0: 0.4933 loss_bbox_0: 0.307 loss_giou_0: 0.5025 loss_ce_1: 0.3921 loss_bbox_1: 0.2127 loss_giou_1: 0.3688 loss_ce_2: 0.3287 loss_bbox_2: 0.1843 loss_giou_2: 0.3437 loss_ce_3: 0.2912 loss_bbox_3: 0.183 loss_giou_3: 0.3346 loss_ce_4: 0.2753 loss_bbox_4: 0.1798 loss_giou_4: 0.3274 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:25] d2.utils.events INFO: eta: 17:40:46 iter: 223899 total_loss: 5.678 loss_ce: 0.2926 loss_bbox: 0.1934 loss_giou: 0.325 loss_ce_0: 0.5011 loss_bbox_0: 0.3297 loss_giou_0: 0.4917 loss_ce_1: 0.3919 loss_bbox_1: 0.2358 loss_giou_1: 0.3738 loss_ce_2: 0.3319 loss_bbox_2: 0.2098 loss_giou_2: 0.3453 loss_ce_3: 0.3073 loss_bbox_3: 0.2032 loss_giou_3: 0.3332 loss_ce_4: 0.2905 loss_bbox_4: 0.1978 loss_giou_4: 0.3297 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:31] d2.utils.events INFO: eta: 17:40:12 iter: 223919 total_loss: 5.605 loss_ce: 0.2758 loss_bbox: 0.1842 loss_giou: 0.3306 loss_ce_0: 0.4816 loss_bbox_0: 0.2875 loss_giou_0: 0.5137 loss_ce_1: 0.3891 loss_bbox_1: 0.2091 loss_giou_1: 0.3751 loss_ce_2: 0.33 loss_bbox_2: 0.1917 loss_giou_2: 0.354 loss_ce_3: 0.3008 loss_bbox_3: 0.194 loss_giou_3: 0.3367 loss_ce_4: 0.2833 loss_bbox_4: 0.1873 loss_giou_4: 0.3306 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:36] d2.utils.events INFO: eta: 17:39:57 iter: 223939 total_loss: 5.905 loss_ce: 0.3116 loss_bbox: 0.1911 loss_giou: 0.3388 loss_ce_0: 0.4955 loss_bbox_0: 0.3148 loss_giou_0: 0.5374 loss_ce_1: 0.3984 loss_bbox_1: 0.2261 loss_giou_1: 0.4034 loss_ce_2: 0.3419 loss_bbox_2: 0.2023 loss_giou_2: 0.3608 loss_ce_3: 0.3148 loss_bbox_3: 0.1978 loss_giou_3: 0.3488 loss_ce_4: 0.3086 loss_bbox_4: 0.1951 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:42] d2.utils.events INFO: eta: 17:39:40 iter: 223959 total_loss: 5.409 loss_ce: 0.265 loss_bbox: 0.1789 loss_giou: 0.3414 loss_ce_0: 0.4694 loss_bbox_0: 0.3112 loss_giou_0: 0.5005 loss_ce_1: 0.3709 loss_bbox_1: 0.2054 loss_giou_1: 0.3875 loss_ce_2: 0.2886 loss_bbox_2: 0.1856 loss_giou_2: 0.361 loss_ce_3: 0.2695 loss_bbox_3: 0.1796 loss_giou_3: 0.3508 loss_ce_4: 0.2653 loss_bbox_4: 0.1765 loss_giou_4: 0.3432 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:48] d2.utils.events INFO: eta: 17:39:35 iter: 223979 total_loss: 5.686 loss_ce: 0.2991 loss_bbox: 0.1784 loss_giou: 0.3287 loss_ce_0: 0.4831 loss_bbox_0: 0.3097 loss_giou_0: 0.5057 loss_ce_1: 0.3891 loss_bbox_1: 0.2022 loss_giou_1: 0.3674 loss_ce_2: 0.3362 loss_bbox_2: 0.1875 loss_giou_2: 0.3474 loss_ce_3: 0.3195 loss_bbox_3: 0.1814 loss_giou_3: 0.3396 loss_ce_4: 0.3043 loss_bbox_4: 0.1807 loss_giou_4: 0.3325 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:53] d2.utils.events INFO: eta: 17:39:26 iter: 223999 total_loss: 5.601 loss_ce: 0.2849 loss_bbox: 0.1735 loss_giou: 0.3282 loss_ce_0: 0.502 loss_bbox_0: 0.306 loss_giou_0: 0.5153 loss_ce_1: 0.3838 loss_bbox_1: 0.2055 loss_giou_1: 0.391 loss_ce_2: 0.3381 loss_bbox_2: 0.1911 loss_giou_2: 0.3598 loss_ce_3: 0.3045 loss_bbox_3: 0.1806 loss_giou_3: 0.3423 loss_ce_4: 0.2901 loss_bbox_4: 0.1737 loss_giou_4: 0.3332 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 07:28:59] d2.utils.events INFO: eta: 17:39:12 iter: 224019 total_loss: 5.517 loss_ce: 0.2602 loss_bbox: 0.18 loss_giou: 0.321 loss_ce_0: 0.4876 loss_bbox_0: 0.3246 loss_giou_0: 0.5077 loss_ce_1: 0.3741 loss_bbox_1: 0.2123 loss_giou_1: 0.386 loss_ce_2: 0.3035 loss_bbox_2: 0.1946 loss_giou_2: 0.3422 loss_ce_3: 0.2784 loss_bbox_3: 0.1932 loss_giou_3: 0.332 loss_ce_4: 0.2601 loss_bbox_4: 0.1826 loss_giou_4: 0.3275 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:05] d2.utils.events INFO: eta: 17:39:07 iter: 224039 total_loss: 5.747 loss_ce: 0.2894 loss_bbox: 0.1843 loss_giou: 0.3436 loss_ce_0: 0.5017 loss_bbox_0: 0.3095 loss_giou_0: 0.5312 loss_ce_1: 0.3964 loss_bbox_1: 0.2114 loss_giou_1: 0.3954 loss_ce_2: 0.3294 loss_bbox_2: 0.1907 loss_giou_2: 0.362 loss_ce_3: 0.2994 loss_bbox_3: 0.1847 loss_giou_3: 0.3529 loss_ce_4: 0.287 loss_bbox_4: 0.1821 loss_giou_4: 0.3465 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:10] d2.utils.events INFO: eta: 17:38:33 iter: 224059 total_loss: 5.87 loss_ce: 0.2895 loss_bbox: 0.1742 loss_giou: 0.349 loss_ce_0: 0.5018 loss_bbox_0: 0.3165 loss_giou_0: 0.5437 loss_ce_1: 0.4014 loss_bbox_1: 0.2116 loss_giou_1: 0.3952 loss_ce_2: 0.3402 loss_bbox_2: 0.1905 loss_giou_2: 0.3678 loss_ce_3: 0.2999 loss_bbox_3: 0.1855 loss_giou_3: 0.3562 loss_ce_4: 0.2901 loss_bbox_4: 0.1734 loss_giou_4: 0.3531 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:16] d2.utils.events INFO: eta: 17:38:37 iter: 224079 total_loss: 5.451 loss_ce: 0.2692 loss_bbox: 0.1788 loss_giou: 0.3241 loss_ce_0: 0.4923 loss_bbox_0: 0.3117 loss_giou_0: 0.5065 loss_ce_1: 0.365 loss_bbox_1: 0.213 loss_giou_1: 0.3684 loss_ce_2: 0.2989 loss_bbox_2: 0.1906 loss_giou_2: 0.3417 loss_ce_3: 0.2807 loss_bbox_3: 0.1854 loss_giou_3: 0.33 loss_ce_4: 0.2716 loss_bbox_4: 0.1817 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:22] d2.utils.events INFO: eta: 17:38:17 iter: 224099 total_loss: 5.737 loss_ce: 0.2982 loss_bbox: 0.1918 loss_giou: 0.3483 loss_ce_0: 0.4956 loss_bbox_0: 0.3199 loss_giou_0: 0.5276 loss_ce_1: 0.3885 loss_bbox_1: 0.2281 loss_giou_1: 0.4047 loss_ce_2: 0.329 loss_bbox_2: 0.1976 loss_giou_2: 0.3687 loss_ce_3: 0.3056 loss_bbox_3: 0.1969 loss_giou_3: 0.3575 loss_ce_4: 0.3026 loss_bbox_4: 0.1925 loss_giou_4: 0.3546 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:27] d2.utils.events INFO: eta: 17:38:16 iter: 224119 total_loss: 5.681 loss_ce: 0.2889 loss_bbox: 0.1892 loss_giou: 0.3417 loss_ce_0: 0.4821 loss_bbox_0: 0.3298 loss_giou_0: 0.5245 loss_ce_1: 0.3833 loss_bbox_1: 0.2312 loss_giou_1: 0.3981 loss_ce_2: 0.3189 loss_bbox_2: 0.2084 loss_giou_2: 0.3647 loss_ce_3: 0.298 loss_bbox_3: 0.196 loss_giou_3: 0.3474 loss_ce_4: 0.2844 loss_bbox_4: 0.1939 loss_giou_4: 0.3509 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:33] d2.utils.events INFO: eta: 17:38:23 iter: 224139 total_loss: 5.681 loss_ce: 0.3075 loss_bbox: 0.1783 loss_giou: 0.3266 loss_ce_0: 0.4975 loss_bbox_0: 0.3203 loss_giou_0: 0.4962 loss_ce_1: 0.4 loss_bbox_1: 0.2126 loss_giou_1: 0.3702 loss_ce_2: 0.3399 loss_bbox_2: 0.1884 loss_giou_2: 0.3414 loss_ce_3: 0.3088 loss_bbox_3: 0.1847 loss_giou_3: 0.3355 loss_ce_4: 0.3053 loss_bbox_4: 0.1821 loss_giou_4: 0.3337 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:39] d2.utils.events INFO: eta: 17:38:17 iter: 224159 total_loss: 5.401 loss_ce: 0.262 loss_bbox: 0.1709 loss_giou: 0.3239 loss_ce_0: 0.4745 loss_bbox_0: 0.2793 loss_giou_0: 0.5046 loss_ce_1: 0.3732 loss_bbox_1: 0.199 loss_giou_1: 0.3765 loss_ce_2: 0.2971 loss_bbox_2: 0.1787 loss_giou_2: 0.3383 loss_ce_3: 0.2706 loss_bbox_3: 0.1776 loss_giou_3: 0.3271 loss_ce_4: 0.2643 loss_bbox_4: 0.1734 loss_giou_4: 0.3277 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:44] d2.utils.events INFO: eta: 17:38:05 iter: 224179 total_loss: 6.004 loss_ce: 0.2915 loss_bbox: 0.1838 loss_giou: 0.3448 loss_ce_0: 0.5263 loss_bbox_0: 0.3201 loss_giou_0: 0.5399 loss_ce_1: 0.4001 loss_bbox_1: 0.2226 loss_giou_1: 0.3966 loss_ce_2: 0.3361 loss_bbox_2: 0.2026 loss_giou_2: 0.36 loss_ce_3: 0.3074 loss_bbox_3: 0.1919 loss_giou_3: 0.3557 loss_ce_4: 0.2948 loss_bbox_4: 0.1851 loss_giou_4: 0.349 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:50] d2.utils.events INFO: eta: 17:38:24 iter: 224199 total_loss: 5.663 loss_ce: 0.2862 loss_bbox: 0.1837 loss_giou: 0.3254 loss_ce_0: 0.4854 loss_bbox_0: 0.3095 loss_giou_0: 0.5229 loss_ce_1: 0.3937 loss_bbox_1: 0.2205 loss_giou_1: 0.387 loss_ce_2: 0.3425 loss_bbox_2: 0.2023 loss_giou_2: 0.3504 loss_ce_3: 0.2994 loss_bbox_3: 0.1931 loss_giou_3: 0.3372 loss_ce_4: 0.2914 loss_bbox_4: 0.1893 loss_giou_4: 0.3276 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:29:56] d2.utils.events INFO: eta: 17:38:24 iter: 224219 total_loss: 5.697 loss_ce: 0.2932 loss_bbox: 0.1791 loss_giou: 0.3456 loss_ce_0: 0.4909 loss_bbox_0: 0.299 loss_giou_0: 0.521 loss_ce_1: 0.3749 loss_bbox_1: 0.2114 loss_giou_1: 0.401 loss_ce_2: 0.3206 loss_bbox_2: 0.1929 loss_giou_2: 0.3622 loss_ce_3: 0.3058 loss_bbox_3: 0.1875 loss_giou_3: 0.3519 loss_ce_4: 0.287 loss_bbox_4: 0.1837 loss_giou_4: 0.3474 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:01] d2.utils.events INFO: eta: 17:38:20 iter: 224239 total_loss: 5.266 loss_ce: 0.2647 loss_bbox: 0.182 loss_giou: 0.3149 loss_ce_0: 0.4755 loss_bbox_0: 0.307 loss_giou_0: 0.4906 loss_ce_1: 0.3534 loss_bbox_1: 0.2225 loss_giou_1: 0.3583 loss_ce_2: 0.2959 loss_bbox_2: 0.2027 loss_giou_2: 0.3318 loss_ce_3: 0.2705 loss_bbox_3: 0.1926 loss_giou_3: 0.3252 loss_ce_4: 0.2597 loss_bbox_4: 0.1881 loss_giou_4: 0.3242 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:07] d2.utils.events INFO: eta: 17:38:16 iter: 224259 total_loss: 5.517 loss_ce: 0.2864 loss_bbox: 0.1811 loss_giou: 0.3271 loss_ce_0: 0.5054 loss_bbox_0: 0.3003 loss_giou_0: 0.5039 loss_ce_1: 0.3813 loss_bbox_1: 0.2089 loss_giou_1: 0.3719 loss_ce_2: 0.3085 loss_bbox_2: 0.1959 loss_giou_2: 0.3403 loss_ce_3: 0.2898 loss_bbox_3: 0.1862 loss_giou_3: 0.3274 loss_ce_4: 0.2824 loss_bbox_4: 0.1804 loss_giou_4: 0.3266 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:13] d2.utils.events INFO: eta: 17:38:18 iter: 224279 total_loss: 5.712 loss_ce: 0.2824 loss_bbox: 0.1727 loss_giou: 0.359 loss_ce_0: 0.4899 loss_bbox_0: 0.3049 loss_giou_0: 0.5714 loss_ce_1: 0.3868 loss_bbox_1: 0.2193 loss_giou_1: 0.4044 loss_ce_2: 0.3115 loss_bbox_2: 0.1931 loss_giou_2: 0.3779 loss_ce_3: 0.2985 loss_bbox_3: 0.1798 loss_giou_3: 0.3621 loss_ce_4: 0.2882 loss_bbox_4: 0.1782 loss_giou_4: 0.3585 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:18] d2.utils.events INFO: eta: 17:38:16 iter: 224299 total_loss: 5.675 loss_ce: 0.2841 loss_bbox: 0.1925 loss_giou: 0.3267 loss_ce_0: 0.4882 loss_bbox_0: 0.3118 loss_giou_0: 0.4879 loss_ce_1: 0.3896 loss_bbox_1: 0.2295 loss_giou_1: 0.3692 loss_ce_2: 0.3207 loss_bbox_2: 0.2113 loss_giou_2: 0.3431 loss_ce_3: 0.2964 loss_bbox_3: 0.2031 loss_giou_3: 0.3359 loss_ce_4: 0.2874 loss_bbox_4: 0.1964 loss_giou_4: 0.3293 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:24] d2.utils.events INFO: eta: 17:38:10 iter: 224319 total_loss: 5.536 loss_ce: 0.2777 loss_bbox: 0.1662 loss_giou: 0.3071 loss_ce_0: 0.4801 loss_bbox_0: 0.3039 loss_giou_0: 0.5094 loss_ce_1: 0.373 loss_bbox_1: 0.1959 loss_giou_1: 0.3617 loss_ce_2: 0.3144 loss_bbox_2: 0.18 loss_giou_2: 0.3313 loss_ce_3: 0.2983 loss_bbox_3: 0.1765 loss_giou_3: 0.3269 loss_ce_4: 0.2789 loss_bbox_4: 0.1723 loss_giou_4: 0.3166 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:30] d2.utils.events INFO: eta: 17:38:02 iter: 224339 total_loss: 5.562 loss_ce: 0.2802 loss_bbox: 0.179 loss_giou: 0.3203 loss_ce_0: 0.472 loss_bbox_0: 0.3168 loss_giou_0: 0.4866 loss_ce_1: 0.3734 loss_bbox_1: 0.2226 loss_giou_1: 0.3594 loss_ce_2: 0.3237 loss_bbox_2: 0.1942 loss_giou_2: 0.3445 loss_ce_3: 0.295 loss_bbox_3: 0.186 loss_giou_3: 0.3346 loss_ce_4: 0.2766 loss_bbox_4: 0.1852 loss_giou_4: 0.3255 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:36] d2.utils.events INFO: eta: 17:37:55 iter: 224359 total_loss: 5.617 loss_ce: 0.2907 loss_bbox: 0.1847 loss_giou: 0.3248 loss_ce_0: 0.4834 loss_bbox_0: 0.2958 loss_giou_0: 0.4926 loss_ce_1: 0.3778 loss_bbox_1: 0.2109 loss_giou_1: 0.3659 loss_ce_2: 0.3297 loss_bbox_2: 0.1979 loss_giou_2: 0.3391 loss_ce_3: 0.3048 loss_bbox_3: 0.1935 loss_giou_3: 0.3288 loss_ce_4: 0.289 loss_bbox_4: 0.1851 loss_giou_4: 0.3267 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:41] d2.utils.events INFO: eta: 17:37:46 iter: 224379 total_loss: 5.538 loss_ce: 0.2763 loss_bbox: 0.1778 loss_giou: 0.3229 loss_ce_0: 0.4896 loss_bbox_0: 0.3019 loss_giou_0: 0.5137 loss_ce_1: 0.3861 loss_bbox_1: 0.2083 loss_giou_1: 0.3732 loss_ce_2: 0.32 loss_bbox_2: 0.1823 loss_giou_2: 0.3459 loss_ce_3: 0.2866 loss_bbox_3: 0.1801 loss_giou_3: 0.3374 loss_ce_4: 0.2697 loss_bbox_4: 0.1743 loss_giou_4: 0.327 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:47] d2.utils.events INFO: eta: 17:37:47 iter: 224399 total_loss: 5.661 loss_ce: 0.2789 loss_bbox: 0.1827 loss_giou: 0.3313 loss_ce_0: 0.5029 loss_bbox_0: 0.3142 loss_giou_0: 0.5323 loss_ce_1: 0.3879 loss_bbox_1: 0.2126 loss_giou_1: 0.3851 loss_ce_2: 0.3311 loss_bbox_2: 0.1934 loss_giou_2: 0.3545 loss_ce_3: 0.2844 loss_bbox_3: 0.1898 loss_giou_3: 0.3428 loss_ce_4: 0.2811 loss_bbox_4: 0.1895 loss_giou_4: 0.3326 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:53] d2.utils.events INFO: eta: 17:37:30 iter: 224419 total_loss: 5.565 loss_ce: 0.2848 loss_bbox: 0.1775 loss_giou: 0.3441 loss_ce_0: 0.4874 loss_bbox_0: 0.3021 loss_giou_0: 0.5386 loss_ce_1: 0.3876 loss_bbox_1: 0.213 loss_giou_1: 0.3992 loss_ce_2: 0.3222 loss_bbox_2: 0.1889 loss_giou_2: 0.3621 loss_ce_3: 0.2929 loss_bbox_3: 0.1783 loss_giou_3: 0.3559 loss_ce_4: 0.2809 loss_bbox_4: 0.1774 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 07:30:58] d2.utils.events INFO: eta: 17:37:24 iter: 224439 total_loss: 5.233 loss_ce: 0.2472 loss_bbox: 0.1801 loss_giou: 0.3222 loss_ce_0: 0.457 loss_bbox_0: 0.3081 loss_giou_0: 0.484 loss_ce_1: 0.3554 loss_bbox_1: 0.2115 loss_giou_1: 0.3591 loss_ce_2: 0.297 loss_bbox_2: 0.1946 loss_giou_2: 0.3368 loss_ce_3: 0.259 loss_bbox_3: 0.1834 loss_giou_3: 0.3304 loss_ce_4: 0.2514 loss_bbox_4: 0.1831 loss_giou_4: 0.3235 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:04] d2.utils.events INFO: eta: 17:37:04 iter: 224459 total_loss: 5.298 loss_ce: 0.2738 loss_bbox: 0.1809 loss_giou: 0.3145 loss_ce_0: 0.4943 loss_bbox_0: 0.3081 loss_giou_0: 0.4696 loss_ce_1: 0.3855 loss_bbox_1: 0.2151 loss_giou_1: 0.3654 loss_ce_2: 0.3218 loss_bbox_2: 0.1885 loss_giou_2: 0.3343 loss_ce_3: 0.2914 loss_bbox_3: 0.1835 loss_giou_3: 0.3209 loss_ce_4: 0.2834 loss_bbox_4: 0.1802 loss_giou_4: 0.3157 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:10] d2.utils.events INFO: eta: 17:37:05 iter: 224479 total_loss: 5.932 loss_ce: 0.2789 loss_bbox: 0.1928 loss_giou: 0.3432 loss_ce_0: 0.494 loss_bbox_0: 0.3392 loss_giou_0: 0.5371 loss_ce_1: 0.3903 loss_bbox_1: 0.2344 loss_giou_1: 0.387 loss_ce_2: 0.3388 loss_bbox_2: 0.2197 loss_giou_2: 0.3593 loss_ce_3: 0.3042 loss_bbox_3: 0.2047 loss_giou_3: 0.3493 loss_ce_4: 0.2855 loss_bbox_4: 0.1965 loss_giou_4: 0.3466 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:15] d2.utils.events INFO: eta: 17:36:59 iter: 224499 total_loss: 5.356 loss_ce: 0.2695 loss_bbox: 0.1718 loss_giou: 0.3254 loss_ce_0: 0.4794 loss_bbox_0: 0.3042 loss_giou_0: 0.5045 loss_ce_1: 0.381 loss_bbox_1: 0.2058 loss_giou_1: 0.3711 loss_ce_2: 0.3205 loss_bbox_2: 0.1865 loss_giou_2: 0.335 loss_ce_3: 0.2943 loss_bbox_3: 0.1745 loss_giou_3: 0.3278 loss_ce_4: 0.2732 loss_bbox_4: 0.1726 loss_giou_4: 0.3333 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:21] d2.utils.events INFO: eta: 17:36:42 iter: 224519 total_loss: 5.704 loss_ce: 0.2852 loss_bbox: 0.1907 loss_giou: 0.3504 loss_ce_0: 0.5006 loss_bbox_0: 0.3137 loss_giou_0: 0.5321 loss_ce_1: 0.3902 loss_bbox_1: 0.2165 loss_giou_1: 0.4009 loss_ce_2: 0.3251 loss_bbox_2: 0.1986 loss_giou_2: 0.3677 loss_ce_3: 0.2996 loss_bbox_3: 0.1967 loss_giou_3: 0.3557 loss_ce_4: 0.2875 loss_bbox_4: 0.1913 loss_giou_4: 0.3508 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:27] d2.utils.events INFO: eta: 17:36:30 iter: 224539 total_loss: 5.487 loss_ce: 0.2811 loss_bbox: 0.1674 loss_giou: 0.3162 loss_ce_0: 0.4918 loss_bbox_0: 0.3015 loss_giou_0: 0.4722 loss_ce_1: 0.3812 loss_bbox_1: 0.2064 loss_giou_1: 0.3605 loss_ce_2: 0.3229 loss_bbox_2: 0.1882 loss_giou_2: 0.3323 loss_ce_3: 0.2955 loss_bbox_3: 0.1741 loss_giou_3: 0.3224 loss_ce_4: 0.2737 loss_bbox_4: 0.1707 loss_giou_4: 0.3215 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:32] d2.utils.events INFO: eta: 17:36:24 iter: 224559 total_loss: 5.579 loss_ce: 0.3011 loss_bbox: 0.1938 loss_giou: 0.3229 loss_ce_0: 0.4892 loss_bbox_0: 0.3242 loss_giou_0: 0.5203 loss_ce_1: 0.3992 loss_bbox_1: 0.2223 loss_giou_1: 0.3736 loss_ce_2: 0.3305 loss_bbox_2: 0.2014 loss_giou_2: 0.3363 loss_ce_3: 0.3079 loss_bbox_3: 0.1956 loss_giou_3: 0.3326 loss_ce_4: 0.2985 loss_bbox_4: 0.1933 loss_giou_4: 0.3243 time: 0.2801 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:38] d2.utils.events INFO: eta: 17:36:03 iter: 224579 total_loss: 5.829 loss_ce: 0.2944 loss_bbox: 0.1866 loss_giou: 0.3426 loss_ce_0: 0.4976 loss_bbox_0: 0.3167 loss_giou_0: 0.5167 loss_ce_1: 0.3961 loss_bbox_1: 0.2264 loss_giou_1: 0.3795 loss_ce_2: 0.3475 loss_bbox_2: 0.2015 loss_giou_2: 0.3593 loss_ce_3: 0.313 loss_bbox_3: 0.1962 loss_giou_3: 0.3462 loss_ce_4: 0.3006 loss_bbox_4: 0.1901 loss_giou_4: 0.3474 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:44] d2.utils.events INFO: eta: 17:35:45 iter: 224599 total_loss: 5.585 loss_ce: 0.2768 loss_bbox: 0.1894 loss_giou: 0.3476 loss_ce_0: 0.4841 loss_bbox_0: 0.3127 loss_giou_0: 0.547 loss_ce_1: 0.3831 loss_bbox_1: 0.216 loss_giou_1: 0.3922 loss_ce_2: 0.3209 loss_bbox_2: 0.1957 loss_giou_2: 0.3529 loss_ce_3: 0.2823 loss_bbox_3: 0.1921 loss_giou_3: 0.3505 loss_ce_4: 0.2743 loss_bbox_4: 0.1915 loss_giou_4: 0.3437 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:49] d2.utils.events INFO: eta: 17:35:19 iter: 224619 total_loss: 5.456 loss_ce: 0.2694 loss_bbox: 0.1816 loss_giou: 0.3057 loss_ce_0: 0.501 loss_bbox_0: 0.3064 loss_giou_0: 0.4898 loss_ce_1: 0.3897 loss_bbox_1: 0.2143 loss_giou_1: 0.3484 loss_ce_2: 0.3125 loss_bbox_2: 0.1922 loss_giou_2: 0.3265 loss_ce_3: 0.2867 loss_bbox_3: 0.1797 loss_giou_3: 0.3165 loss_ce_4: 0.2719 loss_bbox_4: 0.1767 loss_giou_4: 0.3103 time: 0.2801 data_time: 0.0186 lr: 2.5e-05 max_mem: 5427M [11/03 07:31:55] d2.utils.events INFO: eta: 17:35:19 iter: 224639 total_loss: 5.458 loss_ce: 0.3023 loss_bbox: 0.1784 loss_giou: 0.3193 loss_ce_0: 0.5064 loss_bbox_0: 0.3184 loss_giou_0: 0.5054 loss_ce_1: 0.3975 loss_bbox_1: 0.2137 loss_giou_1: 0.3806 loss_ce_2: 0.3294 loss_bbox_2: 0.1916 loss_giou_2: 0.3483 loss_ce_3: 0.3154 loss_bbox_3: 0.1837 loss_giou_3: 0.3341 loss_ce_4: 0.3045 loss_bbox_4: 0.1798 loss_giou_4: 0.3255 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:01] d2.utils.events INFO: eta: 17:35:12 iter: 224659 total_loss: 5.81 loss_ce: 0.3019 loss_bbox: 0.1759 loss_giou: 0.3452 loss_ce_0: 0.5008 loss_bbox_0: 0.3139 loss_giou_0: 0.5682 loss_ce_1: 0.3894 loss_bbox_1: 0.2138 loss_giou_1: 0.3992 loss_ce_2: 0.3353 loss_bbox_2: 0.1929 loss_giou_2: 0.3716 loss_ce_3: 0.3151 loss_bbox_3: 0.1829 loss_giou_3: 0.3592 loss_ce_4: 0.3024 loss_bbox_4: 0.1744 loss_giou_4: 0.3496 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:07] d2.utils.events INFO: eta: 17:35:18 iter: 224679 total_loss: 5.501 loss_ce: 0.2872 loss_bbox: 0.1778 loss_giou: 0.3261 loss_ce_0: 0.5041 loss_bbox_0: 0.3 loss_giou_0: 0.5103 loss_ce_1: 0.3986 loss_bbox_1: 0.207 loss_giou_1: 0.3769 loss_ce_2: 0.3314 loss_bbox_2: 0.1878 loss_giou_2: 0.3421 loss_ce_3: 0.3053 loss_bbox_3: 0.1802 loss_giou_3: 0.3369 loss_ce_4: 0.2919 loss_bbox_4: 0.1828 loss_giou_4: 0.3305 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:12] d2.utils.events INFO: eta: 17:35:07 iter: 224699 total_loss: 5.368 loss_ce: 0.2766 loss_bbox: 0.1674 loss_giou: 0.3205 loss_ce_0: 0.4909 loss_bbox_0: 0.2969 loss_giou_0: 0.4821 loss_ce_1: 0.3789 loss_bbox_1: 0.2018 loss_giou_1: 0.3653 loss_ce_2: 0.3092 loss_bbox_2: 0.1814 loss_giou_2: 0.3352 loss_ce_3: 0.2887 loss_bbox_3: 0.1779 loss_giou_3: 0.3285 loss_ce_4: 0.2796 loss_bbox_4: 0.172 loss_giou_4: 0.319 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:18] d2.utils.events INFO: eta: 17:35:07 iter: 224719 total_loss: 5.794 loss_ce: 0.2937 loss_bbox: 0.1849 loss_giou: 0.3217 loss_ce_0: 0.4913 loss_bbox_0: 0.3205 loss_giou_0: 0.521 loss_ce_1: 0.3974 loss_bbox_1: 0.224 loss_giou_1: 0.3808 loss_ce_2: 0.3385 loss_bbox_2: 0.1966 loss_giou_2: 0.3368 loss_ce_3: 0.3045 loss_bbox_3: 0.192 loss_giou_3: 0.3314 loss_ce_4: 0.2872 loss_bbox_4: 0.1907 loss_giou_4: 0.3268 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:24] d2.utils.events INFO: eta: 17:34:51 iter: 224739 total_loss: 5.555 loss_ce: 0.279 loss_bbox: 0.1834 loss_giou: 0.316 loss_ce_0: 0.4915 loss_bbox_0: 0.3272 loss_giou_0: 0.4958 loss_ce_1: 0.3851 loss_bbox_1: 0.2255 loss_giou_1: 0.3582 loss_ce_2: 0.3215 loss_bbox_2: 0.1973 loss_giou_2: 0.3302 loss_ce_3: 0.2868 loss_bbox_3: 0.1901 loss_giou_3: 0.3226 loss_ce_4: 0.2851 loss_bbox_4: 0.1848 loss_giou_4: 0.3148 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:29] d2.utils.events INFO: eta: 17:34:46 iter: 224759 total_loss: 5.265 loss_ce: 0.263 loss_bbox: 0.1662 loss_giou: 0.3319 loss_ce_0: 0.4837 loss_bbox_0: 0.2991 loss_giou_0: 0.5142 loss_ce_1: 0.3666 loss_bbox_1: 0.1985 loss_giou_1: 0.3799 loss_ce_2: 0.3065 loss_bbox_2: 0.1748 loss_giou_2: 0.3411 loss_ce_3: 0.2709 loss_bbox_3: 0.1666 loss_giou_3: 0.3327 loss_ce_4: 0.2644 loss_bbox_4: 0.1704 loss_giou_4: 0.3342 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:35] d2.utils.events INFO: eta: 17:34:50 iter: 224779 total_loss: 5.691 loss_ce: 0.279 loss_bbox: 0.1863 loss_giou: 0.3429 loss_ce_0: 0.4906 loss_bbox_0: 0.3096 loss_giou_0: 0.503 loss_ce_1: 0.3835 loss_bbox_1: 0.221 loss_giou_1: 0.3912 loss_ce_2: 0.3135 loss_bbox_2: 0.209 loss_giou_2: 0.3715 loss_ce_3: 0.2896 loss_bbox_3: 0.1978 loss_giou_3: 0.3628 loss_ce_4: 0.2772 loss_bbox_4: 0.1893 loss_giou_4: 0.3514 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:41] d2.utils.events INFO: eta: 17:35:15 iter: 224799 total_loss: 5.547 loss_ce: 0.2771 loss_bbox: 0.1833 loss_giou: 0.3454 loss_ce_0: 0.4658 loss_bbox_0: 0.3101 loss_giou_0: 0.5272 loss_ce_1: 0.3799 loss_bbox_1: 0.2099 loss_giou_1: 0.388 loss_ce_2: 0.3238 loss_bbox_2: 0.1883 loss_giou_2: 0.3488 loss_ce_3: 0.2888 loss_bbox_3: 0.1915 loss_giou_3: 0.349 loss_ce_4: 0.2817 loss_bbox_4: 0.1844 loss_giou_4: 0.3454 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:46] d2.utils.events INFO: eta: 17:35:01 iter: 224819 total_loss: 5.448 loss_ce: 0.2792 loss_bbox: 0.1728 loss_giou: 0.2991 loss_ce_0: 0.4993 loss_bbox_0: 0.2986 loss_giou_0: 0.4974 loss_ce_1: 0.4062 loss_bbox_1: 0.2127 loss_giou_1: 0.3544 loss_ce_2: 0.3365 loss_bbox_2: 0.1855 loss_giou_2: 0.332 loss_ce_3: 0.3029 loss_bbox_3: 0.1778 loss_giou_3: 0.3098 loss_ce_4: 0.2844 loss_bbox_4: 0.1757 loss_giou_4: 0.3008 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:52] d2.utils.events INFO: eta: 17:34:33 iter: 224839 total_loss: 5.676 loss_ce: 0.2884 loss_bbox: 0.1748 loss_giou: 0.3702 loss_ce_0: 0.497 loss_bbox_0: 0.2955 loss_giou_0: 0.5814 loss_ce_1: 0.3826 loss_bbox_1: 0.2093 loss_giou_1: 0.4209 loss_ce_2: 0.3239 loss_bbox_2: 0.1934 loss_giou_2: 0.3922 loss_ce_3: 0.2916 loss_bbox_3: 0.185 loss_giou_3: 0.3847 loss_ce_4: 0.2862 loss_bbox_4: 0.179 loss_giou_4: 0.3741 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 07:32:58] d2.utils.events INFO: eta: 17:34:18 iter: 224859 total_loss: 5.619 loss_ce: 0.2943 loss_bbox: 0.2008 loss_giou: 0.3307 loss_ce_0: 0.5045 loss_bbox_0: 0.3138 loss_giou_0: 0.5032 loss_ce_1: 0.3941 loss_bbox_1: 0.2267 loss_giou_1: 0.3708 loss_ce_2: 0.3295 loss_bbox_2: 0.206 loss_giou_2: 0.3465 loss_ce_3: 0.3074 loss_bbox_3: 0.2046 loss_giou_3: 0.3399 loss_ce_4: 0.2904 loss_bbox_4: 0.2027 loss_giou_4: 0.3345 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:03] d2.utils.events INFO: eta: 17:34:10 iter: 224879 total_loss: 5.528 loss_ce: 0.2754 loss_bbox: 0.1848 loss_giou: 0.3443 loss_ce_0: 0.485 loss_bbox_0: 0.2997 loss_giou_0: 0.5188 loss_ce_1: 0.3721 loss_bbox_1: 0.224 loss_giou_1: 0.3928 loss_ce_2: 0.3068 loss_bbox_2: 0.2033 loss_giou_2: 0.367 loss_ce_3: 0.277 loss_bbox_3: 0.1945 loss_giou_3: 0.3532 loss_ce_4: 0.2733 loss_bbox_4: 0.1894 loss_giou_4: 0.3465 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:09] d2.utils.events INFO: eta: 17:34:28 iter: 224899 total_loss: 5.994 loss_ce: 0.3157 loss_bbox: 0.1838 loss_giou: 0.3535 loss_ce_0: 0.5067 loss_bbox_0: 0.3262 loss_giou_0: 0.5432 loss_ce_1: 0.4272 loss_bbox_1: 0.2293 loss_giou_1: 0.405 loss_ce_2: 0.3545 loss_bbox_2: 0.202 loss_giou_2: 0.3717 loss_ce_3: 0.3218 loss_bbox_3: 0.1928 loss_giou_3: 0.3602 loss_ce_4: 0.3077 loss_bbox_4: 0.1944 loss_giou_4: 0.3565 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:15] d2.utils.events INFO: eta: 17:34:33 iter: 224919 total_loss: 5.284 loss_ce: 0.2686 loss_bbox: 0.1754 loss_giou: 0.318 loss_ce_0: 0.4747 loss_bbox_0: 0.2971 loss_giou_0: 0.4971 loss_ce_1: 0.3718 loss_bbox_1: 0.1947 loss_giou_1: 0.3696 loss_ce_2: 0.3136 loss_bbox_2: 0.1827 loss_giou_2: 0.3369 loss_ce_3: 0.2817 loss_bbox_3: 0.1791 loss_giou_3: 0.3214 loss_ce_4: 0.2706 loss_bbox_4: 0.1745 loss_giou_4: 0.3251 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:20] d2.utils.events INFO: eta: 17:34:36 iter: 224939 total_loss: 5.757 loss_ce: 0.2919 loss_bbox: 0.1882 loss_giou: 0.3447 loss_ce_0: 0.504 loss_bbox_0: 0.3134 loss_giou_0: 0.5464 loss_ce_1: 0.3902 loss_bbox_1: 0.2165 loss_giou_1: 0.3971 loss_ce_2: 0.3292 loss_bbox_2: 0.1991 loss_giou_2: 0.3644 loss_ce_3: 0.3029 loss_bbox_3: 0.1898 loss_giou_3: 0.3587 loss_ce_4: 0.2926 loss_bbox_4: 0.1882 loss_giou_4: 0.3505 time: 0.2801 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:26] d2.utils.events INFO: eta: 17:34:38 iter: 224959 total_loss: 5.618 loss_ce: 0.2809 loss_bbox: 0.1739 loss_giou: 0.3336 loss_ce_0: 0.4834 loss_bbox_0: 0.2983 loss_giou_0: 0.4912 loss_ce_1: 0.3832 loss_bbox_1: 0.2094 loss_giou_1: 0.3664 loss_ce_2: 0.3219 loss_bbox_2: 0.1871 loss_giou_2: 0.336 loss_ce_3: 0.2922 loss_bbox_3: 0.1847 loss_giou_3: 0.3352 loss_ce_4: 0.2846 loss_bbox_4: 0.1763 loss_giou_4: 0.3333 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:32] d2.utils.events INFO: eta: 17:34:32 iter: 224979 total_loss: 5.449 loss_ce: 0.2743 loss_bbox: 0.187 loss_giou: 0.3252 loss_ce_0: 0.5026 loss_bbox_0: 0.3061 loss_giou_0: 0.4874 loss_ce_1: 0.3837 loss_bbox_1: 0.2125 loss_giou_1: 0.3686 loss_ce_2: 0.3336 loss_bbox_2: 0.1969 loss_giou_2: 0.3369 loss_ce_3: 0.2992 loss_bbox_3: 0.1875 loss_giou_3: 0.3316 loss_ce_4: 0.2809 loss_bbox_4: 0.1869 loss_giou_4: 0.3263 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:38] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0224999.pth [11/03 07:33:40] d2.utils.events INFO: eta: 17:34:29 iter: 224999 total_loss: 5.388 loss_ce: 0.2732 loss_bbox: 0.1805 loss_giou: 0.3187 loss_ce_0: 0.4896 loss_bbox_0: 0.3082 loss_giou_0: 0.4958 loss_ce_1: 0.3789 loss_bbox_1: 0.2044 loss_giou_1: 0.3621 loss_ce_2: 0.3149 loss_bbox_2: 0.1839 loss_giou_2: 0.3336 loss_ce_3: 0.2826 loss_bbox_3: 0.1858 loss_giou_3: 0.3308 loss_ce_4: 0.2735 loss_bbox_4: 0.184 loss_giou_4: 0.3228 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:45] d2.utils.events INFO: eta: 17:34:23 iter: 225019 total_loss: 5.728 loss_ce: 0.2882 loss_bbox: 0.1931 loss_giou: 0.34 loss_ce_0: 0.4858 loss_bbox_0: 0.3143 loss_giou_0: 0.5221 loss_ce_1: 0.3936 loss_bbox_1: 0.2152 loss_giou_1: 0.3938 loss_ce_2: 0.3347 loss_bbox_2: 0.198 loss_giou_2: 0.3676 loss_ce_3: 0.3106 loss_bbox_3: 0.1951 loss_giou_3: 0.3532 loss_ce_4: 0.2891 loss_bbox_4: 0.1929 loss_giou_4: 0.3503 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:51] d2.utils.events INFO: eta: 17:34:31 iter: 225039 total_loss: 5.595 loss_ce: 0.268 loss_bbox: 0.1704 loss_giou: 0.3494 loss_ce_0: 0.505 loss_bbox_0: 0.3031 loss_giou_0: 0.539 loss_ce_1: 0.3939 loss_bbox_1: 0.2002 loss_giou_1: 0.3912 loss_ce_2: 0.3072 loss_bbox_2: 0.1797 loss_giou_2: 0.3715 loss_ce_3: 0.2722 loss_bbox_3: 0.1786 loss_giou_3: 0.3579 loss_ce_4: 0.2686 loss_bbox_4: 0.1749 loss_giou_4: 0.3523 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 07:33:57] d2.utils.events INFO: eta: 17:34:12 iter: 225059 total_loss: 5.537 loss_ce: 0.2899 loss_bbox: 0.1883 loss_giou: 0.3193 loss_ce_0: 0.4827 loss_bbox_0: 0.31 loss_giou_0: 0.5147 loss_ce_1: 0.3758 loss_bbox_1: 0.2168 loss_giou_1: 0.3735 loss_ce_2: 0.3264 loss_bbox_2: 0.2032 loss_giou_2: 0.3437 loss_ce_3: 0.2926 loss_bbox_3: 0.1956 loss_giou_3: 0.3285 loss_ce_4: 0.2924 loss_bbox_4: 0.1931 loss_giou_4: 0.3244 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:02] d2.utils.events INFO: eta: 17:34:05 iter: 225079 total_loss: 5.434 loss_ce: 0.2795 loss_bbox: 0.1834 loss_giou: 0.321 loss_ce_0: 0.4842 loss_bbox_0: 0.2927 loss_giou_0: 0.4918 loss_ce_1: 0.3504 loss_bbox_1: 0.215 loss_giou_1: 0.3647 loss_ce_2: 0.3035 loss_bbox_2: 0.2009 loss_giou_2: 0.3385 loss_ce_3: 0.2799 loss_bbox_3: 0.1888 loss_giou_3: 0.3327 loss_ce_4: 0.2809 loss_bbox_4: 0.1869 loss_giou_4: 0.3249 time: 0.2801 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:08] d2.utils.events INFO: eta: 17:33:57 iter: 225099 total_loss: 5.449 loss_ce: 0.2705 loss_bbox: 0.1912 loss_giou: 0.3266 loss_ce_0: 0.4823 loss_bbox_0: 0.3099 loss_giou_0: 0.5057 loss_ce_1: 0.3727 loss_bbox_1: 0.2147 loss_giou_1: 0.3759 loss_ce_2: 0.319 loss_bbox_2: 0.1953 loss_giou_2: 0.3457 loss_ce_3: 0.2838 loss_bbox_3: 0.1894 loss_giou_3: 0.3343 loss_ce_4: 0.2775 loss_bbox_4: 0.1866 loss_giou_4: 0.3298 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:13] d2.utils.events INFO: eta: 17:33:47 iter: 225119 total_loss: 5.292 loss_ce: 0.2642 loss_bbox: 0.1847 loss_giou: 0.3156 loss_ce_0: 0.483 loss_bbox_0: 0.3049 loss_giou_0: 0.4757 loss_ce_1: 0.3787 loss_bbox_1: 0.2196 loss_giou_1: 0.3555 loss_ce_2: 0.3226 loss_bbox_2: 0.2007 loss_giou_2: 0.3263 loss_ce_3: 0.288 loss_bbox_3: 0.189 loss_giou_3: 0.3205 loss_ce_4: 0.2654 loss_bbox_4: 0.1866 loss_giou_4: 0.315 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:19] d2.utils.events INFO: eta: 17:33:37 iter: 225139 total_loss: 5.609 loss_ce: 0.2719 loss_bbox: 0.182 loss_giou: 0.3319 loss_ce_0: 0.4876 loss_bbox_0: 0.3039 loss_giou_0: 0.5199 loss_ce_1: 0.3747 loss_bbox_1: 0.2179 loss_giou_1: 0.3865 loss_ce_2: 0.3167 loss_bbox_2: 0.1955 loss_giou_2: 0.3527 loss_ce_3: 0.2845 loss_bbox_3: 0.1862 loss_giou_3: 0.348 loss_ce_4: 0.2712 loss_bbox_4: 0.1831 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:25] d2.utils.events INFO: eta: 17:33:32 iter: 225159 total_loss: 5.431 loss_ce: 0.2744 loss_bbox: 0.177 loss_giou: 0.3126 loss_ce_0: 0.5008 loss_bbox_0: 0.2945 loss_giou_0: 0.4874 loss_ce_1: 0.392 loss_bbox_1: 0.1979 loss_giou_1: 0.3731 loss_ce_2: 0.3207 loss_bbox_2: 0.1889 loss_giou_2: 0.3377 loss_ce_3: 0.2983 loss_bbox_3: 0.1788 loss_giou_3: 0.3255 loss_ce_4: 0.2772 loss_bbox_4: 0.1765 loss_giou_4: 0.3194 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:30] d2.utils.events INFO: eta: 17:33:26 iter: 225179 total_loss: 5.555 loss_ce: 0.2668 loss_bbox: 0.1769 loss_giou: 0.3398 loss_ce_0: 0.4838 loss_bbox_0: 0.3002 loss_giou_0: 0.5026 loss_ce_1: 0.3627 loss_bbox_1: 0.2144 loss_giou_1: 0.3653 loss_ce_2: 0.3037 loss_bbox_2: 0.1933 loss_giou_2: 0.35 loss_ce_3: 0.2797 loss_bbox_3: 0.1865 loss_giou_3: 0.3425 loss_ce_4: 0.2693 loss_bbox_4: 0.1764 loss_giou_4: 0.34 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:36] d2.utils.events INFO: eta: 17:33:06 iter: 225199 total_loss: 5.2 loss_ce: 0.2654 loss_bbox: 0.1707 loss_giou: 0.319 loss_ce_0: 0.4852 loss_bbox_0: 0.3067 loss_giou_0: 0.505 loss_ce_1: 0.3754 loss_bbox_1: 0.1995 loss_giou_1: 0.3738 loss_ce_2: 0.3126 loss_bbox_2: 0.1764 loss_giou_2: 0.3458 loss_ce_3: 0.2878 loss_bbox_3: 0.1721 loss_giou_3: 0.3294 loss_ce_4: 0.2718 loss_bbox_4: 0.1687 loss_giou_4: 0.3236 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:42] d2.utils.events INFO: eta: 17:33:10 iter: 225219 total_loss: 5.878 loss_ce: 0.3025 loss_bbox: 0.179 loss_giou: 0.3491 loss_ce_0: 0.5067 loss_bbox_0: 0.3104 loss_giou_0: 0.5303 loss_ce_1: 0.4082 loss_bbox_1: 0.2159 loss_giou_1: 0.3903 loss_ce_2: 0.365 loss_bbox_2: 0.2014 loss_giou_2: 0.3671 loss_ce_3: 0.3228 loss_bbox_3: 0.1892 loss_giou_3: 0.3543 loss_ce_4: 0.3063 loss_bbox_4: 0.1802 loss_giou_4: 0.3537 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:48] d2.utils.events INFO: eta: 17:32:55 iter: 225239 total_loss: 5.745 loss_ce: 0.2948 loss_bbox: 0.1847 loss_giou: 0.3479 loss_ce_0: 0.5027 loss_bbox_0: 0.3144 loss_giou_0: 0.5109 loss_ce_1: 0.3737 loss_bbox_1: 0.2171 loss_giou_1: 0.4009 loss_ce_2: 0.3332 loss_bbox_2: 0.1938 loss_giou_2: 0.3654 loss_ce_3: 0.3024 loss_bbox_3: 0.1888 loss_giou_3: 0.3595 loss_ce_4: 0.2919 loss_bbox_4: 0.1855 loss_giou_4: 0.3547 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:53] d2.utils.events INFO: eta: 17:32:42 iter: 225259 total_loss: 5.76 loss_ce: 0.3045 loss_bbox: 0.1767 loss_giou: 0.3515 loss_ce_0: 0.5254 loss_bbox_0: 0.3068 loss_giou_0: 0.531 loss_ce_1: 0.4023 loss_bbox_1: 0.2077 loss_giou_1: 0.3967 loss_ce_2: 0.3466 loss_bbox_2: 0.1898 loss_giou_2: 0.3778 loss_ce_3: 0.3118 loss_bbox_3: 0.182 loss_giou_3: 0.3642 loss_ce_4: 0.3038 loss_bbox_4: 0.177 loss_giou_4: 0.3572 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:34:59] d2.utils.events INFO: eta: 17:32:44 iter: 225279 total_loss: 5.817 loss_ce: 0.2951 loss_bbox: 0.191 loss_giou: 0.3537 loss_ce_0: 0.5042 loss_bbox_0: 0.3202 loss_giou_0: 0.5268 loss_ce_1: 0.401 loss_bbox_1: 0.2187 loss_giou_1: 0.401 loss_ce_2: 0.3294 loss_bbox_2: 0.2054 loss_giou_2: 0.3652 loss_ce_3: 0.306 loss_bbox_3: 0.1957 loss_giou_3: 0.3538 loss_ce_4: 0.2999 loss_bbox_4: 0.1953 loss_giou_4: 0.3583 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:05] d2.utils.events INFO: eta: 17:32:21 iter: 225299 total_loss: 5.485 loss_ce: 0.2732 loss_bbox: 0.1864 loss_giou: 0.3335 loss_ce_0: 0.4868 loss_bbox_0: 0.31 loss_giou_0: 0.5203 loss_ce_1: 0.3861 loss_bbox_1: 0.2189 loss_giou_1: 0.3911 loss_ce_2: 0.315 loss_bbox_2: 0.1989 loss_giou_2: 0.3529 loss_ce_3: 0.2826 loss_bbox_3: 0.1884 loss_giou_3: 0.3449 loss_ce_4: 0.2707 loss_bbox_4: 0.186 loss_giou_4: 0.3394 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:10] d2.utils.events INFO: eta: 17:32:11 iter: 225319 total_loss: 5.394 loss_ce: 0.2866 loss_bbox: 0.1713 loss_giou: 0.3219 loss_ce_0: 0.4924 loss_bbox_0: 0.2961 loss_giou_0: 0.5121 loss_ce_1: 0.3749 loss_bbox_1: 0.2131 loss_giou_1: 0.3743 loss_ce_2: 0.3139 loss_bbox_2: 0.1871 loss_giou_2: 0.3397 loss_ce_3: 0.2925 loss_bbox_3: 0.1795 loss_giou_3: 0.3338 loss_ce_4: 0.2887 loss_bbox_4: 0.1725 loss_giou_4: 0.3263 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:16] d2.utils.events INFO: eta: 17:32:10 iter: 225339 total_loss: 6.008 loss_ce: 0.3009 loss_bbox: 0.193 loss_giou: 0.3466 loss_ce_0: 0.514 loss_bbox_0: 0.3195 loss_giou_0: 0.5087 loss_ce_1: 0.4175 loss_bbox_1: 0.2377 loss_giou_1: 0.3916 loss_ce_2: 0.3436 loss_bbox_2: 0.2164 loss_giou_2: 0.3652 loss_ce_3: 0.3086 loss_bbox_3: 0.208 loss_giou_3: 0.3543 loss_ce_4: 0.3024 loss_bbox_4: 0.2025 loss_giou_4: 0.3479 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:22] d2.utils.events INFO: eta: 17:32:00 iter: 225359 total_loss: 5.942 loss_ce: 0.2904 loss_bbox: 0.1763 loss_giou: 0.3478 loss_ce_0: 0.4862 loss_bbox_0: 0.3076 loss_giou_0: 0.5403 loss_ce_1: 0.3865 loss_bbox_1: 0.2065 loss_giou_1: 0.3975 loss_ce_2: 0.3346 loss_bbox_2: 0.1852 loss_giou_2: 0.3663 loss_ce_3: 0.3105 loss_bbox_3: 0.1761 loss_giou_3: 0.3551 loss_ce_4: 0.2939 loss_bbox_4: 0.1769 loss_giou_4: 0.3515 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:27] d2.utils.events INFO: eta: 17:32:04 iter: 225379 total_loss: 5.654 loss_ce: 0.2886 loss_bbox: 0.1822 loss_giou: 0.3326 loss_ce_0: 0.5018 loss_bbox_0: 0.31 loss_giou_0: 0.5268 loss_ce_1: 0.3929 loss_bbox_1: 0.2143 loss_giou_1: 0.3842 loss_ce_2: 0.3299 loss_bbox_2: 0.1965 loss_giou_2: 0.3489 loss_ce_3: 0.3024 loss_bbox_3: 0.1888 loss_giou_3: 0.3377 loss_ce_4: 0.2951 loss_bbox_4: 0.1854 loss_giou_4: 0.3314 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:33] d2.utils.events INFO: eta: 17:31:53 iter: 225399 total_loss: 5.573 loss_ce: 0.2771 loss_bbox: 0.1813 loss_giou: 0.3462 loss_ce_0: 0.4822 loss_bbox_0: 0.2936 loss_giou_0: 0.5062 loss_ce_1: 0.3748 loss_bbox_1: 0.2116 loss_giou_1: 0.3786 loss_ce_2: 0.323 loss_bbox_2: 0.1937 loss_giou_2: 0.3592 loss_ce_3: 0.2938 loss_bbox_3: 0.184 loss_giou_3: 0.3509 loss_ce_4: 0.2761 loss_bbox_4: 0.1846 loss_giou_4: 0.3481 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:39] d2.utils.events INFO: eta: 17:31:47 iter: 225419 total_loss: 5.527 loss_ce: 0.269 loss_bbox: 0.1831 loss_giou: 0.3499 loss_ce_0: 0.4779 loss_bbox_0: 0.3177 loss_giou_0: 0.5308 loss_ce_1: 0.3651 loss_bbox_1: 0.2147 loss_giou_1: 0.3892 loss_ce_2: 0.3027 loss_bbox_2: 0.1937 loss_giou_2: 0.3547 loss_ce_3: 0.2695 loss_bbox_3: 0.1844 loss_giou_3: 0.3585 loss_ce_4: 0.2611 loss_bbox_4: 0.1879 loss_giou_4: 0.3546 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:45] d2.utils.events INFO: eta: 17:31:48 iter: 225439 total_loss: 5.443 loss_ce: 0.2663 loss_bbox: 0.1907 loss_giou: 0.3258 loss_ce_0: 0.4887 loss_bbox_0: 0.3109 loss_giou_0: 0.5328 loss_ce_1: 0.3716 loss_bbox_1: 0.2202 loss_giou_1: 0.38 loss_ce_2: 0.3087 loss_bbox_2: 0.1979 loss_giou_2: 0.3469 loss_ce_3: 0.2832 loss_bbox_3: 0.189 loss_giou_3: 0.3353 loss_ce_4: 0.2702 loss_bbox_4: 0.1855 loss_giou_4: 0.3272 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:50] d2.utils.events INFO: eta: 17:31:47 iter: 225459 total_loss: 5.548 loss_ce: 0.2931 loss_bbox: 0.1683 loss_giou: 0.3275 loss_ce_0: 0.4978 loss_bbox_0: 0.301 loss_giou_0: 0.5229 loss_ce_1: 0.3919 loss_bbox_1: 0.1996 loss_giou_1: 0.3813 loss_ce_2: 0.3305 loss_bbox_2: 0.1826 loss_giou_2: 0.3423 loss_ce_3: 0.3052 loss_bbox_3: 0.1763 loss_giou_3: 0.334 loss_ce_4: 0.2866 loss_bbox_4: 0.172 loss_giou_4: 0.3296 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 07:35:56] d2.utils.events INFO: eta: 17:31:37 iter: 225479 total_loss: 5.864 loss_ce: 0.2937 loss_bbox: 0.1905 loss_giou: 0.3355 loss_ce_0: 0.5045 loss_bbox_0: 0.3061 loss_giou_0: 0.518 loss_ce_1: 0.4008 loss_bbox_1: 0.2214 loss_giou_1: 0.3862 loss_ce_2: 0.3385 loss_bbox_2: 0.1922 loss_giou_2: 0.3516 loss_ce_3: 0.3042 loss_bbox_3: 0.1912 loss_giou_3: 0.341 loss_ce_4: 0.2906 loss_bbox_4: 0.1853 loss_giou_4: 0.3365 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:02] d2.utils.events INFO: eta: 17:31:31 iter: 225499 total_loss: 5.607 loss_ce: 0.2833 loss_bbox: 0.1804 loss_giou: 0.326 loss_ce_0: 0.4836 loss_bbox_0: 0.3092 loss_giou_0: 0.5146 loss_ce_1: 0.393 loss_bbox_1: 0.2111 loss_giou_1: 0.3768 loss_ce_2: 0.3306 loss_bbox_2: 0.1985 loss_giou_2: 0.349 loss_ce_3: 0.2913 loss_bbox_3: 0.1925 loss_giou_3: 0.3386 loss_ce_4: 0.2795 loss_bbox_4: 0.1856 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:07] d2.utils.events INFO: eta: 17:31:47 iter: 225519 total_loss: 5.775 loss_ce: 0.2878 loss_bbox: 0.1779 loss_giou: 0.3316 loss_ce_0: 0.4974 loss_bbox_0: 0.3026 loss_giou_0: 0.5332 loss_ce_1: 0.3887 loss_bbox_1: 0.208 loss_giou_1: 0.3941 loss_ce_2: 0.3323 loss_bbox_2: 0.1911 loss_giou_2: 0.3607 loss_ce_3: 0.3036 loss_bbox_3: 0.183 loss_giou_3: 0.3386 loss_ce_4: 0.2848 loss_bbox_4: 0.1815 loss_giou_4: 0.3308 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:13] d2.utils.events INFO: eta: 17:31:43 iter: 225539 total_loss: 5.519 loss_ce: 0.2911 loss_bbox: 0.177 loss_giou: 0.3143 loss_ce_0: 0.4943 loss_bbox_0: 0.3032 loss_giou_0: 0.481 loss_ce_1: 0.3773 loss_bbox_1: 0.2153 loss_giou_1: 0.3682 loss_ce_2: 0.3226 loss_bbox_2: 0.1849 loss_giou_2: 0.3353 loss_ce_3: 0.296 loss_bbox_3: 0.1851 loss_giou_3: 0.324 loss_ce_4: 0.2913 loss_bbox_4: 0.182 loss_giou_4: 0.3138 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:19] d2.utils.events INFO: eta: 17:31:37 iter: 225559 total_loss: 5.749 loss_ce: 0.3058 loss_bbox: 0.1903 loss_giou: 0.3354 loss_ce_0: 0.5066 loss_bbox_0: 0.3136 loss_giou_0: 0.5004 loss_ce_1: 0.3981 loss_bbox_1: 0.2137 loss_giou_1: 0.3728 loss_ce_2: 0.3346 loss_bbox_2: 0.1997 loss_giou_2: 0.3493 loss_ce_3: 0.3062 loss_bbox_3: 0.1908 loss_giou_3: 0.3369 loss_ce_4: 0.306 loss_bbox_4: 0.1874 loss_giou_4: 0.3319 time: 0.2801 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:24] d2.utils.events INFO: eta: 17:31:48 iter: 225579 total_loss: 5.521 loss_ce: 0.2725 loss_bbox: 0.1851 loss_giou: 0.3266 loss_ce_0: 0.4989 loss_bbox_0: 0.3134 loss_giou_0: 0.4987 loss_ce_1: 0.3726 loss_bbox_1: 0.2178 loss_giou_1: 0.3727 loss_ce_2: 0.3074 loss_bbox_2: 0.2016 loss_giou_2: 0.3428 loss_ce_3: 0.2793 loss_bbox_3: 0.1917 loss_giou_3: 0.3319 loss_ce_4: 0.2705 loss_bbox_4: 0.1901 loss_giou_4: 0.3259 time: 0.2801 data_time: 0.0357 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:30] d2.utils.events INFO: eta: 17:32:37 iter: 225599 total_loss: 5.965 loss_ce: 0.2825 loss_bbox: 0.193 loss_giou: 0.3704 loss_ce_0: 0.5015 loss_bbox_0: 0.3073 loss_giou_0: 0.5628 loss_ce_1: 0.3823 loss_bbox_1: 0.2276 loss_giou_1: 0.4299 loss_ce_2: 0.3171 loss_bbox_2: 0.2037 loss_giou_2: 0.4 loss_ce_3: 0.2891 loss_bbox_3: 0.1981 loss_giou_3: 0.3863 loss_ce_4: 0.2833 loss_bbox_4: 0.1969 loss_giou_4: 0.3778 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:36] d2.utils.events INFO: eta: 17:32:52 iter: 225619 total_loss: 5.542 loss_ce: 0.2805 loss_bbox: 0.1765 loss_giou: 0.3354 loss_ce_0: 0.4802 loss_bbox_0: 0.2976 loss_giou_0: 0.5171 loss_ce_1: 0.3868 loss_bbox_1: 0.2047 loss_giou_1: 0.3779 loss_ce_2: 0.3316 loss_bbox_2: 0.1891 loss_giou_2: 0.3533 loss_ce_3: 0.2955 loss_bbox_3: 0.1819 loss_giou_3: 0.3427 loss_ce_4: 0.2859 loss_bbox_4: 0.1795 loss_giou_4: 0.3354 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:42] d2.utils.events INFO: eta: 17:32:45 iter: 225639 total_loss: 5.617 loss_ce: 0.3062 loss_bbox: 0.187 loss_giou: 0.3139 loss_ce_0: 0.5128 loss_bbox_0: 0.301 loss_giou_0: 0.4955 loss_ce_1: 0.4083 loss_bbox_1: 0.2238 loss_giou_1: 0.3697 loss_ce_2: 0.3338 loss_bbox_2: 0.2054 loss_giou_2: 0.3352 loss_ce_3: 0.3053 loss_bbox_3: 0.195 loss_giou_3: 0.326 loss_ce_4: 0.2999 loss_bbox_4: 0.1919 loss_giou_4: 0.3215 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:47] d2.utils.events INFO: eta: 17:32:40 iter: 225659 total_loss: 5.515 loss_ce: 0.2694 loss_bbox: 0.1819 loss_giou: 0.3341 loss_ce_0: 0.4971 loss_bbox_0: 0.3038 loss_giou_0: 0.5138 loss_ce_1: 0.3763 loss_bbox_1: 0.2094 loss_giou_1: 0.3803 loss_ce_2: 0.3151 loss_bbox_2: 0.1866 loss_giou_2: 0.3521 loss_ce_3: 0.2783 loss_bbox_3: 0.1881 loss_giou_3: 0.3389 loss_ce_4: 0.2686 loss_bbox_4: 0.1839 loss_giou_4: 0.3381 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:53] d2.utils.events INFO: eta: 17:32:37 iter: 225679 total_loss: 5.771 loss_ce: 0.2678 loss_bbox: 0.1794 loss_giou: 0.3396 loss_ce_0: 0.5015 loss_bbox_0: 0.3013 loss_giou_0: 0.5257 loss_ce_1: 0.3837 loss_bbox_1: 0.2119 loss_giou_1: 0.397 loss_ce_2: 0.3191 loss_bbox_2: 0.196 loss_giou_2: 0.3614 loss_ce_3: 0.2962 loss_bbox_3: 0.1864 loss_giou_3: 0.3527 loss_ce_4: 0.2744 loss_bbox_4: 0.1805 loss_giou_4: 0.3382 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 07:36:59] d2.utils.events INFO: eta: 17:32:33 iter: 225699 total_loss: 5.5 loss_ce: 0.2969 loss_bbox: 0.174 loss_giou: 0.3122 loss_ce_0: 0.5016 loss_bbox_0: 0.3026 loss_giou_0: 0.5071 loss_ce_1: 0.3986 loss_bbox_1: 0.2028 loss_giou_1: 0.3569 loss_ce_2: 0.3502 loss_bbox_2: 0.1867 loss_giou_2: 0.3335 loss_ce_3: 0.3179 loss_bbox_3: 0.1796 loss_giou_3: 0.3248 loss_ce_4: 0.305 loss_bbox_4: 0.1769 loss_giou_4: 0.3155 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:04] d2.utils.events INFO: eta: 17:32:27 iter: 225719 total_loss: 5.517 loss_ce: 0.2869 loss_bbox: 0.1785 loss_giou: 0.3374 loss_ce_0: 0.49 loss_bbox_0: 0.2961 loss_giou_0: 0.5103 loss_ce_1: 0.3897 loss_bbox_1: 0.2086 loss_giou_1: 0.3826 loss_ce_2: 0.3204 loss_bbox_2: 0.1922 loss_giou_2: 0.3544 loss_ce_3: 0.2968 loss_bbox_3: 0.184 loss_giou_3: 0.342 loss_ce_4: 0.2887 loss_bbox_4: 0.1806 loss_giou_4: 0.3392 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:10] d2.utils.events INFO: eta: 17:32:21 iter: 225739 total_loss: 5.596 loss_ce: 0.2787 loss_bbox: 0.1752 loss_giou: 0.3295 loss_ce_0: 0.4838 loss_bbox_0: 0.2944 loss_giou_0: 0.4978 loss_ce_1: 0.3881 loss_bbox_1: 0.2018 loss_giou_1: 0.3723 loss_ce_2: 0.3171 loss_bbox_2: 0.1843 loss_giou_2: 0.3507 loss_ce_3: 0.299 loss_bbox_3: 0.1799 loss_giou_3: 0.3376 loss_ce_4: 0.2832 loss_bbox_4: 0.1748 loss_giou_4: 0.3277 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:16] d2.utils.events INFO: eta: 17:32:14 iter: 225759 total_loss: 5.655 loss_ce: 0.2623 loss_bbox: 0.1889 loss_giou: 0.341 loss_ce_0: 0.4853 loss_bbox_0: 0.3087 loss_giou_0: 0.521 loss_ce_1: 0.369 loss_bbox_1: 0.2144 loss_giou_1: 0.3809 loss_ce_2: 0.2987 loss_bbox_2: 0.1941 loss_giou_2: 0.3539 loss_ce_3: 0.2705 loss_bbox_3: 0.1914 loss_giou_3: 0.3491 loss_ce_4: 0.2639 loss_bbox_4: 0.1915 loss_giou_4: 0.3454 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:21] d2.utils.events INFO: eta: 17:32:06 iter: 225779 total_loss: 5.751 loss_ce: 0.3025 loss_bbox: 0.1818 loss_giou: 0.3268 loss_ce_0: 0.4955 loss_bbox_0: 0.3086 loss_giou_0: 0.5151 loss_ce_1: 0.3878 loss_bbox_1: 0.2092 loss_giou_1: 0.381 loss_ce_2: 0.3256 loss_bbox_2: 0.191 loss_giou_2: 0.3467 loss_ce_3: 0.3051 loss_bbox_3: 0.1836 loss_giou_3: 0.3356 loss_ce_4: 0.302 loss_bbox_4: 0.1838 loss_giou_4: 0.3351 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:27] d2.utils.events INFO: eta: 17:31:53 iter: 225799 total_loss: 5.679 loss_ce: 0.2838 loss_bbox: 0.1996 loss_giou: 0.352 loss_ce_0: 0.4871 loss_bbox_0: 0.3155 loss_giou_0: 0.5458 loss_ce_1: 0.3916 loss_bbox_1: 0.2251 loss_giou_1: 0.3979 loss_ce_2: 0.322 loss_bbox_2: 0.2207 loss_giou_2: 0.3736 loss_ce_3: 0.2916 loss_bbox_3: 0.2044 loss_giou_3: 0.3626 loss_ce_4: 0.2819 loss_bbox_4: 0.2032 loss_giou_4: 0.3555 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:33] d2.utils.events INFO: eta: 17:32:00 iter: 225819 total_loss: 5.68 loss_ce: 0.2802 loss_bbox: 0.1755 loss_giou: 0.3364 loss_ce_0: 0.4977 loss_bbox_0: 0.2874 loss_giou_0: 0.527 loss_ce_1: 0.3832 loss_bbox_1: 0.2107 loss_giou_1: 0.3802 loss_ce_2: 0.3186 loss_bbox_2: 0.1885 loss_giou_2: 0.3525 loss_ce_3: 0.2941 loss_bbox_3: 0.1877 loss_giou_3: 0.3455 loss_ce_4: 0.2837 loss_bbox_4: 0.1806 loss_giou_4: 0.3364 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:38] d2.utils.events INFO: eta: 17:31:54 iter: 225839 total_loss: 5.539 loss_ce: 0.2708 loss_bbox: 0.1848 loss_giou: 0.3314 loss_ce_0: 0.4917 loss_bbox_0: 0.3032 loss_giou_0: 0.5141 loss_ce_1: 0.3879 loss_bbox_1: 0.2138 loss_giou_1: 0.3727 loss_ce_2: 0.3321 loss_bbox_2: 0.197 loss_giou_2: 0.3528 loss_ce_3: 0.288 loss_bbox_3: 0.1907 loss_giou_3: 0.3416 loss_ce_4: 0.2825 loss_bbox_4: 0.1867 loss_giou_4: 0.336 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:44] d2.utils.events INFO: eta: 17:31:53 iter: 225859 total_loss: 5.52 loss_ce: 0.2618 loss_bbox: 0.1705 loss_giou: 0.3496 loss_ce_0: 0.49 loss_bbox_0: 0.2847 loss_giou_0: 0.5296 loss_ce_1: 0.3616 loss_bbox_1: 0.201 loss_giou_1: 0.3955 loss_ce_2: 0.2964 loss_bbox_2: 0.1804 loss_giou_2: 0.3647 loss_ce_3: 0.2765 loss_bbox_3: 0.1742 loss_giou_3: 0.3574 loss_ce_4: 0.2655 loss_bbox_4: 0.1743 loss_giou_4: 0.3532 time: 0.2801 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:50] d2.utils.events INFO: eta: 17:31:57 iter: 225879 total_loss: 5.666 loss_ce: 0.2986 loss_bbox: 0.1847 loss_giou: 0.324 loss_ce_0: 0.5006 loss_bbox_0: 0.3156 loss_giou_0: 0.5303 loss_ce_1: 0.4117 loss_bbox_1: 0.2121 loss_giou_1: 0.3812 loss_ce_2: 0.3416 loss_bbox_2: 0.2014 loss_giou_2: 0.3472 loss_ce_3: 0.3099 loss_bbox_3: 0.1919 loss_giou_3: 0.3299 loss_ce_4: 0.3021 loss_bbox_4: 0.1916 loss_giou_4: 0.3247 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 07:37:56] d2.utils.events INFO: eta: 17:31:48 iter: 225899 total_loss: 5.824 loss_ce: 0.2968 loss_bbox: 0.1781 loss_giou: 0.3438 loss_ce_0: 0.4903 loss_bbox_0: 0.2981 loss_giou_0: 0.526 loss_ce_1: 0.4004 loss_bbox_1: 0.2126 loss_giou_1: 0.4002 loss_ce_2: 0.3342 loss_bbox_2: 0.1907 loss_giou_2: 0.3638 loss_ce_3: 0.2962 loss_bbox_3: 0.1814 loss_giou_3: 0.3534 loss_ce_4: 0.2879 loss_bbox_4: 0.1781 loss_giou_4: 0.3482 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:01] d2.utils.events INFO: eta: 17:31:56 iter: 225919 total_loss: 5.594 loss_ce: 0.2885 loss_bbox: 0.1812 loss_giou: 0.3374 loss_ce_0: 0.4778 loss_bbox_0: 0.3147 loss_giou_0: 0.4894 loss_ce_1: 0.3911 loss_bbox_1: 0.2195 loss_giou_1: 0.3742 loss_ce_2: 0.3417 loss_bbox_2: 0.1944 loss_giou_2: 0.3524 loss_ce_3: 0.3048 loss_bbox_3: 0.1904 loss_giou_3: 0.3396 loss_ce_4: 0.2944 loss_bbox_4: 0.1863 loss_giou_4: 0.3426 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:07] d2.utils.events INFO: eta: 17:31:50 iter: 225939 total_loss: 5.937 loss_ce: 0.3045 loss_bbox: 0.1888 loss_giou: 0.3413 loss_ce_0: 0.5118 loss_bbox_0: 0.317 loss_giou_0: 0.5383 loss_ce_1: 0.4185 loss_bbox_1: 0.2264 loss_giou_1: 0.4012 loss_ce_2: 0.3617 loss_bbox_2: 0.2011 loss_giou_2: 0.3678 loss_ce_3: 0.3299 loss_bbox_3: 0.1979 loss_giou_3: 0.3554 loss_ce_4: 0.31 loss_bbox_4: 0.1916 loss_giou_4: 0.344 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:13] d2.utils.events INFO: eta: 17:31:39 iter: 225959 total_loss: 5.584 loss_ce: 0.2663 loss_bbox: 0.1977 loss_giou: 0.3443 loss_ce_0: 0.4974 loss_bbox_0: 0.3203 loss_giou_0: 0.5171 loss_ce_1: 0.3945 loss_bbox_1: 0.2187 loss_giou_1: 0.3946 loss_ce_2: 0.3097 loss_bbox_2: 0.1982 loss_giou_2: 0.3582 loss_ce_3: 0.2769 loss_bbox_3: 0.202 loss_giou_3: 0.3498 loss_ce_4: 0.2659 loss_bbox_4: 0.1961 loss_giou_4: 0.3457 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:19] d2.utils.events INFO: eta: 17:31:29 iter: 225979 total_loss: 5.378 loss_ce: 0.2618 loss_bbox: 0.1791 loss_giou: 0.3239 loss_ce_0: 0.4949 loss_bbox_0: 0.2952 loss_giou_0: 0.4843 loss_ce_1: 0.3809 loss_bbox_1: 0.2073 loss_giou_1: 0.365 loss_ce_2: 0.307 loss_bbox_2: 0.1927 loss_giou_2: 0.3351 loss_ce_3: 0.274 loss_bbox_3: 0.183 loss_giou_3: 0.3295 loss_ce_4: 0.2608 loss_bbox_4: 0.1812 loss_giou_4: 0.3274 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:24] d2.utils.events INFO: eta: 17:31:28 iter: 225999 total_loss: 5.757 loss_ce: 0.3113 loss_bbox: 0.1871 loss_giou: 0.3442 loss_ce_0: 0.5169 loss_bbox_0: 0.3197 loss_giou_0: 0.5223 loss_ce_1: 0.4059 loss_bbox_1: 0.2235 loss_giou_1: 0.3835 loss_ce_2: 0.3406 loss_bbox_2: 0.2018 loss_giou_2: 0.361 loss_ce_3: 0.3121 loss_bbox_3: 0.193 loss_giou_3: 0.3422 loss_ce_4: 0.3069 loss_bbox_4: 0.1869 loss_giou_4: 0.3482 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:30] d2.utils.events INFO: eta: 17:31:40 iter: 226019 total_loss: 5.723 loss_ce: 0.2819 loss_bbox: 0.1956 loss_giou: 0.3358 loss_ce_0: 0.5126 loss_bbox_0: 0.3324 loss_giou_0: 0.5201 loss_ce_1: 0.3915 loss_bbox_1: 0.2177 loss_giou_1: 0.3894 loss_ce_2: 0.3333 loss_bbox_2: 0.2124 loss_giou_2: 0.3527 loss_ce_3: 0.3047 loss_bbox_3: 0.2014 loss_giou_3: 0.3408 loss_ce_4: 0.284 loss_bbox_4: 0.197 loss_giou_4: 0.3396 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:36] d2.utils.events INFO: eta: 17:31:17 iter: 226039 total_loss: 5.573 loss_ce: 0.2619 loss_bbox: 0.1868 loss_giou: 0.3455 loss_ce_0: 0.4823 loss_bbox_0: 0.3044 loss_giou_0: 0.5135 loss_ce_1: 0.369 loss_bbox_1: 0.2166 loss_giou_1: 0.3911 loss_ce_2: 0.3087 loss_bbox_2: 0.1964 loss_giou_2: 0.3611 loss_ce_3: 0.2744 loss_bbox_3: 0.1915 loss_giou_3: 0.3542 loss_ce_4: 0.2647 loss_bbox_4: 0.1912 loss_giou_4: 0.3485 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:41] d2.utils.events INFO: eta: 17:31:11 iter: 226059 total_loss: 5.388 loss_ce: 0.2713 loss_bbox: 0.1795 loss_giou: 0.3318 loss_ce_0: 0.4819 loss_bbox_0: 0.3101 loss_giou_0: 0.517 loss_ce_1: 0.3816 loss_bbox_1: 0.2134 loss_giou_1: 0.3769 loss_ce_2: 0.3089 loss_bbox_2: 0.1999 loss_giou_2: 0.3523 loss_ce_3: 0.2818 loss_bbox_3: 0.1887 loss_giou_3: 0.3369 loss_ce_4: 0.2732 loss_bbox_4: 0.1813 loss_giou_4: 0.3366 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:47] d2.utils.events INFO: eta: 17:31:03 iter: 226079 total_loss: 5.567 loss_ce: 0.2814 loss_bbox: 0.192 loss_giou: 0.3476 loss_ce_0: 0.4848 loss_bbox_0: 0.3085 loss_giou_0: 0.5031 loss_ce_1: 0.3803 loss_bbox_1: 0.2157 loss_giou_1: 0.39 loss_ce_2: 0.3314 loss_bbox_2: 0.1968 loss_giou_2: 0.3595 loss_ce_3: 0.3012 loss_bbox_3: 0.1911 loss_giou_3: 0.3522 loss_ce_4: 0.2779 loss_bbox_4: 0.1908 loss_giou_4: 0.3488 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:53] d2.utils.events INFO: eta: 17:31:38 iter: 226099 total_loss: 5.659 loss_ce: 0.2964 loss_bbox: 0.1908 loss_giou: 0.3302 loss_ce_0: 0.4997 loss_bbox_0: 0.3183 loss_giou_0: 0.4908 loss_ce_1: 0.3834 loss_bbox_1: 0.223 loss_giou_1: 0.3762 loss_ce_2: 0.3276 loss_bbox_2: 0.1989 loss_giou_2: 0.3447 loss_ce_3: 0.2941 loss_bbox_3: 0.1913 loss_giou_3: 0.3385 loss_ce_4: 0.2938 loss_bbox_4: 0.1908 loss_giou_4: 0.3339 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:38:58] d2.utils.events INFO: eta: 17:31:47 iter: 226119 total_loss: 5.593 loss_ce: 0.2944 loss_bbox: 0.1786 loss_giou: 0.3504 loss_ce_0: 0.4843 loss_bbox_0: 0.3085 loss_giou_0: 0.5424 loss_ce_1: 0.3667 loss_bbox_1: 0.2207 loss_giou_1: 0.4011 loss_ce_2: 0.3288 loss_bbox_2: 0.1929 loss_giou_2: 0.3744 loss_ce_3: 0.2944 loss_bbox_3: 0.1859 loss_giou_3: 0.3664 loss_ce_4: 0.2923 loss_bbox_4: 0.1836 loss_giou_4: 0.3563 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:04] d2.utils.events INFO: eta: 17:31:44 iter: 226139 total_loss: 5.499 loss_ce: 0.2717 loss_bbox: 0.1777 loss_giou: 0.3363 loss_ce_0: 0.4725 loss_bbox_0: 0.2945 loss_giou_0: 0.5011 loss_ce_1: 0.3799 loss_bbox_1: 0.2128 loss_giou_1: 0.3724 loss_ce_2: 0.3181 loss_bbox_2: 0.192 loss_giou_2: 0.3461 loss_ce_3: 0.2923 loss_bbox_3: 0.1826 loss_giou_3: 0.3416 loss_ce_4: 0.276 loss_bbox_4: 0.1784 loss_giou_4: 0.3364 time: 0.2801 data_time: 0.0348 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:10] d2.utils.events INFO: eta: 17:31:38 iter: 226159 total_loss: 5.263 loss_ce: 0.2554 loss_bbox: 0.1794 loss_giou: 0.3025 loss_ce_0: 0.4534 loss_bbox_0: 0.3044 loss_giou_0: 0.4733 loss_ce_1: 0.3532 loss_bbox_1: 0.2113 loss_giou_1: 0.3477 loss_ce_2: 0.2961 loss_bbox_2: 0.1934 loss_giou_2: 0.3224 loss_ce_3: 0.2647 loss_bbox_3: 0.1863 loss_giou_3: 0.3108 loss_ce_4: 0.2678 loss_bbox_4: 0.1838 loss_giou_4: 0.3014 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:16] d2.utils.events INFO: eta: 17:32:06 iter: 226179 total_loss: 5.408 loss_ce: 0.2644 loss_bbox: 0.1838 loss_giou: 0.3107 loss_ce_0: 0.4991 loss_bbox_0: 0.3161 loss_giou_0: 0.5 loss_ce_1: 0.3609 loss_bbox_1: 0.216 loss_giou_1: 0.3598 loss_ce_2: 0.3142 loss_bbox_2: 0.1932 loss_giou_2: 0.3351 loss_ce_3: 0.2766 loss_bbox_3: 0.1891 loss_giou_3: 0.3232 loss_ce_4: 0.2707 loss_bbox_4: 0.1888 loss_giou_4: 0.3151 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:21] d2.utils.events INFO: eta: 17:32:11 iter: 226199 total_loss: 5.608 loss_ce: 0.2732 loss_bbox: 0.1773 loss_giou: 0.3354 loss_ce_0: 0.4798 loss_bbox_0: 0.3201 loss_giou_0: 0.5276 loss_ce_1: 0.374 loss_bbox_1: 0.2104 loss_giou_1: 0.4009 loss_ce_2: 0.3069 loss_bbox_2: 0.1916 loss_giou_2: 0.3613 loss_ce_3: 0.2878 loss_bbox_3: 0.1852 loss_giou_3: 0.3445 loss_ce_4: 0.2795 loss_bbox_4: 0.1803 loss_giou_4: 0.3398 time: 0.2801 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:27] d2.utils.events INFO: eta: 17:32:05 iter: 226219 total_loss: 5.892 loss_ce: 0.288 loss_bbox: 0.1839 loss_giou: 0.357 loss_ce_0: 0.5104 loss_bbox_0: 0.3226 loss_giou_0: 0.5452 loss_ce_1: 0.388 loss_bbox_1: 0.2168 loss_giou_1: 0.4078 loss_ce_2: 0.3203 loss_bbox_2: 0.1983 loss_giou_2: 0.3837 loss_ce_3: 0.2898 loss_bbox_3: 0.1888 loss_giou_3: 0.3721 loss_ce_4: 0.2937 loss_bbox_4: 0.1839 loss_giou_4: 0.3628 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:33] d2.utils.events INFO: eta: 17:31:29 iter: 226239 total_loss: 5.58 loss_ce: 0.2901 loss_bbox: 0.1844 loss_giou: 0.3275 loss_ce_0: 0.4845 loss_bbox_0: 0.3024 loss_giou_0: 0.487 loss_ce_1: 0.385 loss_bbox_1: 0.2141 loss_giou_1: 0.3692 loss_ce_2: 0.3278 loss_bbox_2: 0.199 loss_giou_2: 0.343 loss_ce_3: 0.295 loss_bbox_3: 0.189 loss_giou_3: 0.3358 loss_ce_4: 0.2854 loss_bbox_4: 0.1874 loss_giou_4: 0.3275 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:38] d2.utils.events INFO: eta: 17:31:32 iter: 226259 total_loss: 5.629 loss_ce: 0.2868 loss_bbox: 0.1805 loss_giou: 0.3411 loss_ce_0: 0.4887 loss_bbox_0: 0.3052 loss_giou_0: 0.5116 loss_ce_1: 0.3822 loss_bbox_1: 0.2107 loss_giou_1: 0.3907 loss_ce_2: 0.321 loss_bbox_2: 0.1912 loss_giou_2: 0.3592 loss_ce_3: 0.2942 loss_bbox_3: 0.1825 loss_giou_3: 0.3522 loss_ce_4: 0.2879 loss_bbox_4: 0.1803 loss_giou_4: 0.3449 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:44] d2.utils.events INFO: eta: 17:31:38 iter: 226279 total_loss: 5.682 loss_ce: 0.2958 loss_bbox: 0.181 loss_giou: 0.3312 loss_ce_0: 0.5062 loss_bbox_0: 0.3201 loss_giou_0: 0.5144 loss_ce_1: 0.3885 loss_bbox_1: 0.2331 loss_giou_1: 0.3797 loss_ce_2: 0.3225 loss_bbox_2: 0.2007 loss_giou_2: 0.3587 loss_ce_3: 0.2951 loss_bbox_3: 0.1939 loss_giou_3: 0.3379 loss_ce_4: 0.2794 loss_bbox_4: 0.1854 loss_giou_4: 0.3351 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:50] d2.utils.events INFO: eta: 17:31:48 iter: 226299 total_loss: 5.723 loss_ce: 0.2887 loss_bbox: 0.1859 loss_giou: 0.3274 loss_ce_0: 0.4874 loss_bbox_0: 0.3119 loss_giou_0: 0.5083 loss_ce_1: 0.4075 loss_bbox_1: 0.2236 loss_giou_1: 0.3864 loss_ce_2: 0.3483 loss_bbox_2: 0.2048 loss_giou_2: 0.3507 loss_ce_3: 0.3005 loss_bbox_3: 0.1997 loss_giou_3: 0.3371 loss_ce_4: 0.2972 loss_bbox_4: 0.1876 loss_giou_4: 0.3344 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 07:39:56] d2.utils.events INFO: eta: 17:32:00 iter: 226319 total_loss: 5.84 loss_ce: 0.2881 loss_bbox: 0.1882 loss_giou: 0.3443 loss_ce_0: 0.5142 loss_bbox_0: 0.3197 loss_giou_0: 0.535 loss_ce_1: 0.3969 loss_bbox_1: 0.2225 loss_giou_1: 0.3961 loss_ce_2: 0.3375 loss_bbox_2: 0.2001 loss_giou_2: 0.3632 loss_ce_3: 0.2999 loss_bbox_3: 0.1903 loss_giou_3: 0.3565 loss_ce_4: 0.2916 loss_bbox_4: 0.1921 loss_giou_4: 0.3474 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:01] d2.utils.events INFO: eta: 17:31:51 iter: 226339 total_loss: 5.23 loss_ce: 0.2602 loss_bbox: 0.1868 loss_giou: 0.3101 loss_ce_0: 0.487 loss_bbox_0: 0.3069 loss_giou_0: 0.4864 loss_ce_1: 0.3598 loss_bbox_1: 0.227 loss_giou_1: 0.351 loss_ce_2: 0.3008 loss_bbox_2: 0.2016 loss_giou_2: 0.3244 loss_ce_3: 0.2755 loss_bbox_3: 0.1907 loss_giou_3: 0.3213 loss_ce_4: 0.2643 loss_bbox_4: 0.1895 loss_giou_4: 0.314 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:07] d2.utils.events INFO: eta: 17:31:48 iter: 226359 total_loss: 5.567 loss_ce: 0.2782 loss_bbox: 0.1948 loss_giou: 0.3389 loss_ce_0: 0.4983 loss_bbox_0: 0.3168 loss_giou_0: 0.5097 loss_ce_1: 0.3925 loss_bbox_1: 0.2274 loss_giou_1: 0.3972 loss_ce_2: 0.3255 loss_bbox_2: 0.202 loss_giou_2: 0.3593 loss_ce_3: 0.2905 loss_bbox_3: 0.2015 loss_giou_3: 0.3486 loss_ce_4: 0.2804 loss_bbox_4: 0.1942 loss_giou_4: 0.3342 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:13] d2.utils.events INFO: eta: 17:31:39 iter: 226379 total_loss: 5.67 loss_ce: 0.2933 loss_bbox: 0.1759 loss_giou: 0.3437 loss_ce_0: 0.4971 loss_bbox_0: 0.2959 loss_giou_0: 0.5062 loss_ce_1: 0.3926 loss_bbox_1: 0.2083 loss_giou_1: 0.3705 loss_ce_2: 0.337 loss_bbox_2: 0.1927 loss_giou_2: 0.3614 loss_ce_3: 0.2859 loss_bbox_3: 0.1874 loss_giou_3: 0.3536 loss_ce_4: 0.2867 loss_bbox_4: 0.1801 loss_giou_4: 0.3493 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:18] d2.utils.events INFO: eta: 17:31:03 iter: 226399 total_loss: 5.443 loss_ce: 0.2703 loss_bbox: 0.1879 loss_giou: 0.3337 loss_ce_0: 0.495 loss_bbox_0: 0.3046 loss_giou_0: 0.5114 loss_ce_1: 0.3784 loss_bbox_1: 0.2128 loss_giou_1: 0.3871 loss_ce_2: 0.3181 loss_bbox_2: 0.1945 loss_giou_2: 0.3572 loss_ce_3: 0.2884 loss_bbox_3: 0.1876 loss_giou_3: 0.3471 loss_ce_4: 0.2715 loss_bbox_4: 0.1886 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:24] d2.utils.events INFO: eta: 17:30:49 iter: 226419 total_loss: 5.402 loss_ce: 0.2605 loss_bbox: 0.1741 loss_giou: 0.3223 loss_ce_0: 0.4844 loss_bbox_0: 0.2925 loss_giou_0: 0.5024 loss_ce_1: 0.3783 loss_bbox_1: 0.2045 loss_giou_1: 0.3743 loss_ce_2: 0.3074 loss_bbox_2: 0.1865 loss_giou_2: 0.3413 loss_ce_3: 0.2785 loss_bbox_3: 0.1822 loss_giou_3: 0.3363 loss_ce_4: 0.2669 loss_bbox_4: 0.1765 loss_giou_4: 0.3365 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:30] d2.utils.events INFO: eta: 17:30:19 iter: 226439 total_loss: 5.687 loss_ce: 0.2714 loss_bbox: 0.1905 loss_giou: 0.336 loss_ce_0: 0.4813 loss_bbox_0: 0.3171 loss_giou_0: 0.5106 loss_ce_1: 0.3856 loss_bbox_1: 0.2158 loss_giou_1: 0.376 loss_ce_2: 0.3226 loss_bbox_2: 0.2035 loss_giou_2: 0.3485 loss_ce_3: 0.2779 loss_bbox_3: 0.1881 loss_giou_3: 0.3467 loss_ce_4: 0.2734 loss_bbox_4: 0.1886 loss_giou_4: 0.3413 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:35] d2.utils.events INFO: eta: 17:30:11 iter: 226459 total_loss: 5.638 loss_ce: 0.2804 loss_bbox: 0.1761 loss_giou: 0.3343 loss_ce_0: 0.4677 loss_bbox_0: 0.3086 loss_giou_0: 0.5234 loss_ce_1: 0.3739 loss_bbox_1: 0.2093 loss_giou_1: 0.3755 loss_ce_2: 0.315 loss_bbox_2: 0.1917 loss_giou_2: 0.3458 loss_ce_3: 0.2898 loss_bbox_3: 0.1836 loss_giou_3: 0.3343 loss_ce_4: 0.2791 loss_bbox_4: 0.1792 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:41] d2.utils.events INFO: eta: 17:29:39 iter: 226479 total_loss: 5.532 loss_ce: 0.2805 loss_bbox: 0.1769 loss_giou: 0.3358 loss_ce_0: 0.4778 loss_bbox_0: 0.2976 loss_giou_0: 0.506 loss_ce_1: 0.3789 loss_bbox_1: 0.1999 loss_giou_1: 0.3793 loss_ce_2: 0.3211 loss_bbox_2: 0.1829 loss_giou_2: 0.3507 loss_ce_3: 0.2886 loss_bbox_3: 0.1799 loss_giou_3: 0.3412 loss_ce_4: 0.2813 loss_bbox_4: 0.1776 loss_giou_4: 0.3418 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:47] d2.utils.events INFO: eta: 17:29:30 iter: 226499 total_loss: 5.861 loss_ce: 0.2736 loss_bbox: 0.179 loss_giou: 0.3622 loss_ce_0: 0.4944 loss_bbox_0: 0.3141 loss_giou_0: 0.5306 loss_ce_1: 0.3896 loss_bbox_1: 0.2262 loss_giou_1: 0.4144 loss_ce_2: 0.3174 loss_bbox_2: 0.1942 loss_giou_2: 0.3808 loss_ce_3: 0.296 loss_bbox_3: 0.1841 loss_giou_3: 0.3701 loss_ce_4: 0.2796 loss_bbox_4: 0.1807 loss_giou_4: 0.3638 time: 0.2801 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:52] d2.utils.events INFO: eta: 17:29:04 iter: 226519 total_loss: 5.741 loss_ce: 0.2937 loss_bbox: 0.1817 loss_giou: 0.3544 loss_ce_0: 0.4879 loss_bbox_0: 0.3027 loss_giou_0: 0.5271 loss_ce_1: 0.374 loss_bbox_1: 0.2116 loss_giou_1: 0.4109 loss_ce_2: 0.3205 loss_bbox_2: 0.1925 loss_giou_2: 0.3818 loss_ce_3: 0.2965 loss_bbox_3: 0.1865 loss_giou_3: 0.368 loss_ce_4: 0.2987 loss_bbox_4: 0.1835 loss_giou_4: 0.3606 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 07:40:58] d2.utils.events INFO: eta: 17:28:59 iter: 226539 total_loss: 5.488 loss_ce: 0.284 loss_bbox: 0.188 loss_giou: 0.3153 loss_ce_0: 0.4949 loss_bbox_0: 0.3246 loss_giou_0: 0.4883 loss_ce_1: 0.3901 loss_bbox_1: 0.2283 loss_giou_1: 0.3572 loss_ce_2: 0.3286 loss_bbox_2: 0.2002 loss_giou_2: 0.3325 loss_ce_3: 0.3007 loss_bbox_3: 0.1929 loss_giou_3: 0.3216 loss_ce_4: 0.2828 loss_bbox_4: 0.1887 loss_giou_4: 0.3135 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:04] d2.utils.events INFO: eta: 17:29:23 iter: 226559 total_loss: 5.56 loss_ce: 0.2718 loss_bbox: 0.1956 loss_giou: 0.3457 loss_ce_0: 0.4776 loss_bbox_0: 0.2996 loss_giou_0: 0.5234 loss_ce_1: 0.3723 loss_bbox_1: 0.2191 loss_giou_1: 0.3862 loss_ce_2: 0.315 loss_bbox_2: 0.2043 loss_giou_2: 0.3566 loss_ce_3: 0.28 loss_bbox_3: 0.1953 loss_giou_3: 0.3507 loss_ce_4: 0.2735 loss_bbox_4: 0.1936 loss_giou_4: 0.3431 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:09] d2.utils.events INFO: eta: 17:29:32 iter: 226579 total_loss: 5.647 loss_ce: 0.2709 loss_bbox: 0.1799 loss_giou: 0.3428 loss_ce_0: 0.4842 loss_bbox_0: 0.304 loss_giou_0: 0.5165 loss_ce_1: 0.3802 loss_bbox_1: 0.205 loss_giou_1: 0.3937 loss_ce_2: 0.3131 loss_bbox_2: 0.1937 loss_giou_2: 0.3626 loss_ce_3: 0.2854 loss_bbox_3: 0.1847 loss_giou_3: 0.3548 loss_ce_4: 0.2708 loss_bbox_4: 0.1816 loss_giou_4: 0.3484 time: 0.2801 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:15] d2.utils.events INFO: eta: 17:28:39 iter: 226599 total_loss: 5.437 loss_ce: 0.2657 loss_bbox: 0.1851 loss_giou: 0.3285 loss_ce_0: 0.4814 loss_bbox_0: 0.315 loss_giou_0: 0.5205 loss_ce_1: 0.3813 loss_bbox_1: 0.2099 loss_giou_1: 0.375 loss_ce_2: 0.3134 loss_bbox_2: 0.2026 loss_giou_2: 0.3458 loss_ce_3: 0.2823 loss_bbox_3: 0.1888 loss_giou_3: 0.3352 loss_ce_4: 0.2686 loss_bbox_4: 0.185 loss_giou_4: 0.3328 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:21] d2.utils.events INFO: eta: 17:28:29 iter: 226619 total_loss: 5.54 loss_ce: 0.2993 loss_bbox: 0.1792 loss_giou: 0.319 loss_ce_0: 0.4921 loss_bbox_0: 0.3025 loss_giou_0: 0.51 loss_ce_1: 0.3842 loss_bbox_1: 0.2132 loss_giou_1: 0.3608 loss_ce_2: 0.3332 loss_bbox_2: 0.195 loss_giou_2: 0.3427 loss_ce_3: 0.31 loss_bbox_3: 0.1832 loss_giou_3: 0.3247 loss_ce_4: 0.3001 loss_bbox_4: 0.1828 loss_giou_4: 0.3155 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:26] d2.utils.events INFO: eta: 17:28:24 iter: 226639 total_loss: 5.654 loss_ce: 0.2922 loss_bbox: 0.1856 loss_giou: 0.3282 loss_ce_0: 0.4898 loss_bbox_0: 0.311 loss_giou_0: 0.5121 loss_ce_1: 0.393 loss_bbox_1: 0.2193 loss_giou_1: 0.3678 loss_ce_2: 0.3244 loss_bbox_2: 0.2024 loss_giou_2: 0.3348 loss_ce_3: 0.3052 loss_bbox_3: 0.1968 loss_giou_3: 0.3297 loss_ce_4: 0.2966 loss_bbox_4: 0.1879 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:32] d2.utils.events INFO: eta: 17:28:19 iter: 226659 total_loss: 5.657 loss_ce: 0.28 loss_bbox: 0.1813 loss_giou: 0.329 loss_ce_0: 0.4768 loss_bbox_0: 0.309 loss_giou_0: 0.5241 loss_ce_1: 0.383 loss_bbox_1: 0.2134 loss_giou_1: 0.3686 loss_ce_2: 0.3199 loss_bbox_2: 0.1923 loss_giou_2: 0.3303 loss_ce_3: 0.2941 loss_bbox_3: 0.1881 loss_giou_3: 0.3347 loss_ce_4: 0.2882 loss_bbox_4: 0.1785 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:38] d2.utils.events INFO: eta: 17:28:02 iter: 226679 total_loss: 5.56 loss_ce: 0.2656 loss_bbox: 0.187 loss_giou: 0.3382 loss_ce_0: 0.482 loss_bbox_0: 0.3163 loss_giou_0: 0.5103 loss_ce_1: 0.3779 loss_bbox_1: 0.2189 loss_giou_1: 0.3888 loss_ce_2: 0.32 loss_bbox_2: 0.2005 loss_giou_2: 0.3579 loss_ce_3: 0.2778 loss_bbox_3: 0.1945 loss_giou_3: 0.3485 loss_ce_4: 0.2707 loss_bbox_4: 0.1878 loss_giou_4: 0.3429 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:44] d2.utils.events INFO: eta: 17:27:45 iter: 226699 total_loss: 5.546 loss_ce: 0.2713 loss_bbox: 0.1764 loss_giou: 0.3415 loss_ce_0: 0.4741 loss_bbox_0: 0.3018 loss_giou_0: 0.5093 loss_ce_1: 0.3735 loss_bbox_1: 0.2093 loss_giou_1: 0.371 loss_ce_2: 0.3109 loss_bbox_2: 0.1843 loss_giou_2: 0.3555 loss_ce_3: 0.2847 loss_bbox_3: 0.1805 loss_giou_3: 0.3494 loss_ce_4: 0.2752 loss_bbox_4: 0.1773 loss_giou_4: 0.3425 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:49] d2.utils.events INFO: eta: 17:27:45 iter: 226719 total_loss: 5.502 loss_ce: 0.267 loss_bbox: 0.1829 loss_giou: 0.3547 loss_ce_0: 0.485 loss_bbox_0: 0.3069 loss_giou_0: 0.5266 loss_ce_1: 0.3622 loss_bbox_1: 0.2114 loss_giou_1: 0.3881 loss_ce_2: 0.3128 loss_bbox_2: 0.19 loss_giou_2: 0.3647 loss_ce_3: 0.2717 loss_bbox_3: 0.1874 loss_giou_3: 0.3613 loss_ce_4: 0.271 loss_bbox_4: 0.1804 loss_giou_4: 0.3532 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 07:41:55] d2.utils.events INFO: eta: 17:27:52 iter: 226739 total_loss: 5.611 loss_ce: 0.2702 loss_bbox: 0.1732 loss_giou: 0.3355 loss_ce_0: 0.4757 loss_bbox_0: 0.3037 loss_giou_0: 0.5194 loss_ce_1: 0.3729 loss_bbox_1: 0.2069 loss_giou_1: 0.3739 loss_ce_2: 0.3181 loss_bbox_2: 0.1877 loss_giou_2: 0.3497 loss_ce_3: 0.2839 loss_bbox_3: 0.1813 loss_giou_3: 0.3394 loss_ce_4: 0.2736 loss_bbox_4: 0.1765 loss_giou_4: 0.3377 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:01] d2.utils.events INFO: eta: 17:27:57 iter: 226759 total_loss: 5.646 loss_ce: 0.2804 loss_bbox: 0.1923 loss_giou: 0.3319 loss_ce_0: 0.4807 loss_bbox_0: 0.3113 loss_giou_0: 0.5048 loss_ce_1: 0.3656 loss_bbox_1: 0.2276 loss_giou_1: 0.3853 loss_ce_2: 0.3105 loss_bbox_2: 0.209 loss_giou_2: 0.3543 loss_ce_3: 0.2819 loss_bbox_3: 0.2025 loss_giou_3: 0.3393 loss_ce_4: 0.2778 loss_bbox_4: 0.1961 loss_giou_4: 0.3364 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:06] d2.utils.events INFO: eta: 17:27:51 iter: 226779 total_loss: 5.615 loss_ce: 0.2559 loss_bbox: 0.1727 loss_giou: 0.3433 loss_ce_0: 0.476 loss_bbox_0: 0.2997 loss_giou_0: 0.5009 loss_ce_1: 0.3662 loss_bbox_1: 0.2024 loss_giou_1: 0.3964 loss_ce_2: 0.305 loss_bbox_2: 0.1801 loss_giou_2: 0.3656 loss_ce_3: 0.2744 loss_bbox_3: 0.1742 loss_giou_3: 0.3524 loss_ce_4: 0.2592 loss_bbox_4: 0.1739 loss_giou_4: 0.3479 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:12] d2.utils.events INFO: eta: 17:28:06 iter: 226799 total_loss: 5.379 loss_ce: 0.2759 loss_bbox: 0.1736 loss_giou: 0.311 loss_ce_0: 0.4942 loss_bbox_0: 0.2843 loss_giou_0: 0.4987 loss_ce_1: 0.3733 loss_bbox_1: 0.2077 loss_giou_1: 0.3649 loss_ce_2: 0.2988 loss_bbox_2: 0.1862 loss_giou_2: 0.3266 loss_ce_3: 0.2716 loss_bbox_3: 0.1783 loss_giou_3: 0.3187 loss_ce_4: 0.2737 loss_bbox_4: 0.1785 loss_giou_4: 0.3116 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:18] d2.utils.events INFO: eta: 17:27:37 iter: 226819 total_loss: 5.709 loss_ce: 0.2798 loss_bbox: 0.1772 loss_giou: 0.3509 loss_ce_0: 0.4948 loss_bbox_0: 0.2983 loss_giou_0: 0.5225 loss_ce_1: 0.3812 loss_bbox_1: 0.2065 loss_giou_1: 0.3999 loss_ce_2: 0.3126 loss_bbox_2: 0.1915 loss_giou_2: 0.3624 loss_ce_3: 0.2937 loss_bbox_3: 0.1835 loss_giou_3: 0.3574 loss_ce_4: 0.2798 loss_bbox_4: 0.1778 loss_giou_4: 0.3499 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:23] d2.utils.events INFO: eta: 17:27:25 iter: 226839 total_loss: 5.594 loss_ce: 0.2941 loss_bbox: 0.1948 loss_giou: 0.3209 loss_ce_0: 0.4945 loss_bbox_0: 0.3098 loss_giou_0: 0.4956 loss_ce_1: 0.4002 loss_bbox_1: 0.2158 loss_giou_1: 0.3763 loss_ce_2: 0.3384 loss_bbox_2: 0.1982 loss_giou_2: 0.3437 loss_ce_3: 0.3095 loss_bbox_3: 0.1962 loss_giou_3: 0.3282 loss_ce_4: 0.2947 loss_bbox_4: 0.1931 loss_giou_4: 0.328 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:29] d2.utils.events INFO: eta: 17:27:23 iter: 226859 total_loss: 5.564 loss_ce: 0.2841 loss_bbox: 0.1743 loss_giou: 0.3416 loss_ce_0: 0.5081 loss_bbox_0: 0.2987 loss_giou_0: 0.526 loss_ce_1: 0.3947 loss_bbox_1: 0.2046 loss_giou_1: 0.3947 loss_ce_2: 0.3334 loss_bbox_2: 0.1813 loss_giou_2: 0.3668 loss_ce_3: 0.2965 loss_bbox_3: 0.1794 loss_giou_3: 0.3511 loss_ce_4: 0.2881 loss_bbox_4: 0.1722 loss_giou_4: 0.3469 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:35] d2.utils.events INFO: eta: 17:27:16 iter: 226879 total_loss: 5.541 loss_ce: 0.2793 loss_bbox: 0.1887 loss_giou: 0.3131 loss_ce_0: 0.4851 loss_bbox_0: 0.3104 loss_giou_0: 0.475 loss_ce_1: 0.37 loss_bbox_1: 0.2256 loss_giou_1: 0.3571 loss_ce_2: 0.3098 loss_bbox_2: 0.2019 loss_giou_2: 0.322 loss_ce_3: 0.2875 loss_bbox_3: 0.1962 loss_giou_3: 0.3154 loss_ce_4: 0.2771 loss_bbox_4: 0.1935 loss_giou_4: 0.3133 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:40] d2.utils.events INFO: eta: 17:27:06 iter: 226899 total_loss: 5.68 loss_ce: 0.277 loss_bbox: 0.1895 loss_giou: 0.3246 loss_ce_0: 0.5052 loss_bbox_0: 0.3088 loss_giou_0: 0.5045 loss_ce_1: 0.4032 loss_bbox_1: 0.2146 loss_giou_1: 0.3785 loss_ce_2: 0.3242 loss_bbox_2: 0.1996 loss_giou_2: 0.3363 loss_ce_3: 0.3011 loss_bbox_3: 0.1937 loss_giou_3: 0.3277 loss_ce_4: 0.2861 loss_bbox_4: 0.1947 loss_giou_4: 0.3266 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:46] d2.utils.events INFO: eta: 17:26:50 iter: 226919 total_loss: 5.59 loss_ce: 0.2706 loss_bbox: 0.1661 loss_giou: 0.3478 loss_ce_0: 0.4865 loss_bbox_0: 0.2946 loss_giou_0: 0.544 loss_ce_1: 0.3682 loss_bbox_1: 0.1977 loss_giou_1: 0.3989 loss_ce_2: 0.3174 loss_bbox_2: 0.1864 loss_giou_2: 0.3623 loss_ce_3: 0.2848 loss_bbox_3: 0.1708 loss_giou_3: 0.3595 loss_ce_4: 0.2801 loss_bbox_4: 0.1668 loss_giou_4: 0.3528 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:52] d2.utils.events INFO: eta: 17:26:54 iter: 226939 total_loss: 5.492 loss_ce: 0.2854 loss_bbox: 0.169 loss_giou: 0.3261 loss_ce_0: 0.4789 loss_bbox_0: 0.3027 loss_giou_0: 0.5179 loss_ce_1: 0.3852 loss_bbox_1: 0.2036 loss_giou_1: 0.3818 loss_ce_2: 0.3187 loss_bbox_2: 0.188 loss_giou_2: 0.3506 loss_ce_3: 0.2879 loss_bbox_3: 0.1802 loss_giou_3: 0.3362 loss_ce_4: 0.2868 loss_bbox_4: 0.1709 loss_giou_4: 0.3317 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 07:42:57] d2.utils.events INFO: eta: 17:26:39 iter: 226959 total_loss: 5.456 loss_ce: 0.2738 loss_bbox: 0.1702 loss_giou: 0.3174 loss_ce_0: 0.4849 loss_bbox_0: 0.2814 loss_giou_0: 0.5056 loss_ce_1: 0.3794 loss_bbox_1: 0.2012 loss_giou_1: 0.3691 loss_ce_2: 0.3241 loss_bbox_2: 0.1702 loss_giou_2: 0.3297 loss_ce_3: 0.282 loss_bbox_3: 0.1745 loss_giou_3: 0.3278 loss_ce_4: 0.2708 loss_bbox_4: 0.1722 loss_giou_4: 0.3215 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:03] d2.utils.events INFO: eta: 17:26:43 iter: 226979 total_loss: 5.71 loss_ce: 0.2817 loss_bbox: 0.1997 loss_giou: 0.3224 loss_ce_0: 0.5 loss_bbox_0: 0.3313 loss_giou_0: 0.4944 loss_ce_1: 0.4014 loss_bbox_1: 0.2322 loss_giou_1: 0.3824 loss_ce_2: 0.3367 loss_bbox_2: 0.2106 loss_giou_2: 0.3453 loss_ce_3: 0.3113 loss_bbox_3: 0.206 loss_giou_3: 0.334 loss_ce_4: 0.2932 loss_bbox_4: 0.2006 loss_giou_4: 0.3324 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:09] d2.utils.events INFO: eta: 17:26:20 iter: 226999 total_loss: 5.488 loss_ce: 0.2811 loss_bbox: 0.1786 loss_giou: 0.3314 loss_ce_0: 0.4863 loss_bbox_0: 0.3037 loss_giou_0: 0.5013 loss_ce_1: 0.3606 loss_bbox_1: 0.2115 loss_giou_1: 0.3756 loss_ce_2: 0.3083 loss_bbox_2: 0.1941 loss_giou_2: 0.347 loss_ce_3: 0.2878 loss_bbox_3: 0.1896 loss_giou_3: 0.3341 loss_ce_4: 0.2767 loss_bbox_4: 0.1817 loss_giou_4: 0.3354 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:15] d2.utils.events INFO: eta: 17:25:47 iter: 227019 total_loss: 5.568 loss_ce: 0.2763 loss_bbox: 0.1743 loss_giou: 0.3345 loss_ce_0: 0.5011 loss_bbox_0: 0.3028 loss_giou_0: 0.5048 loss_ce_1: 0.3815 loss_bbox_1: 0.2033 loss_giou_1: 0.3802 loss_ce_2: 0.3241 loss_bbox_2: 0.187 loss_giou_2: 0.3543 loss_ce_3: 0.284 loss_bbox_3: 0.1787 loss_giou_3: 0.3414 loss_ce_4: 0.2747 loss_bbox_4: 0.1753 loss_giou_4: 0.333 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:20] d2.utils.events INFO: eta: 17:25:36 iter: 227039 total_loss: 5.761 loss_ce: 0.2932 loss_bbox: 0.1944 loss_giou: 0.3338 loss_ce_0: 0.5052 loss_bbox_0: 0.3168 loss_giou_0: 0.5328 loss_ce_1: 0.4009 loss_bbox_1: 0.2219 loss_giou_1: 0.3896 loss_ce_2: 0.3423 loss_bbox_2: 0.2086 loss_giou_2: 0.3604 loss_ce_3: 0.3114 loss_bbox_3: 0.1978 loss_giou_3: 0.3475 loss_ce_4: 0.2961 loss_bbox_4: 0.1941 loss_giou_4: 0.3357 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:26] d2.utils.events INFO: eta: 17:25:33 iter: 227059 total_loss: 5.651 loss_ce: 0.2853 loss_bbox: 0.1793 loss_giou: 0.3357 loss_ce_0: 0.4876 loss_bbox_0: 0.2985 loss_giou_0: 0.5124 loss_ce_1: 0.381 loss_bbox_1: 0.2063 loss_giou_1: 0.3838 loss_ce_2: 0.3171 loss_bbox_2: 0.193 loss_giou_2: 0.3559 loss_ce_3: 0.285 loss_bbox_3: 0.1897 loss_giou_3: 0.3453 loss_ce_4: 0.2822 loss_bbox_4: 0.1786 loss_giou_4: 0.3358 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:32] d2.utils.events INFO: eta: 17:25:32 iter: 227079 total_loss: 5.508 loss_ce: 0.2816 loss_bbox: 0.1707 loss_giou: 0.3228 loss_ce_0: 0.5002 loss_bbox_0: 0.2953 loss_giou_0: 0.5117 loss_ce_1: 0.3782 loss_bbox_1: 0.2033 loss_giou_1: 0.3657 loss_ce_2: 0.3172 loss_bbox_2: 0.1794 loss_giou_2: 0.3438 loss_ce_3: 0.2985 loss_bbox_3: 0.1746 loss_giou_3: 0.3368 loss_ce_4: 0.2888 loss_bbox_4: 0.1714 loss_giou_4: 0.3289 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:37] d2.utils.events INFO: eta: 17:25:26 iter: 227099 total_loss: 5.545 loss_ce: 0.272 loss_bbox: 0.1793 loss_giou: 0.3215 loss_ce_0: 0.4689 loss_bbox_0: 0.3101 loss_giou_0: 0.5131 loss_ce_1: 0.3685 loss_bbox_1: 0.2143 loss_giou_1: 0.383 loss_ce_2: 0.3073 loss_bbox_2: 0.1988 loss_giou_2: 0.3527 loss_ce_3: 0.2821 loss_bbox_3: 0.1882 loss_giou_3: 0.3341 loss_ce_4: 0.275 loss_bbox_4: 0.1823 loss_giou_4: 0.3279 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:43] d2.utils.events INFO: eta: 17:25:19 iter: 227119 total_loss: 5.716 loss_ce: 0.3064 loss_bbox: 0.1757 loss_giou: 0.3431 loss_ce_0: 0.5007 loss_bbox_0: 0.3007 loss_giou_0: 0.5379 loss_ce_1: 0.3996 loss_bbox_1: 0.2104 loss_giou_1: 0.3928 loss_ce_2: 0.3379 loss_bbox_2: 0.192 loss_giou_2: 0.3634 loss_ce_3: 0.3091 loss_bbox_3: 0.1815 loss_giou_3: 0.3539 loss_ce_4: 0.3014 loss_bbox_4: 0.1774 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:49] d2.utils.events INFO: eta: 17:25:12 iter: 227139 total_loss: 5.518 loss_ce: 0.2605 loss_bbox: 0.1784 loss_giou: 0.3372 loss_ce_0: 0.4866 loss_bbox_0: 0.3008 loss_giou_0: 0.4956 loss_ce_1: 0.3603 loss_bbox_1: 0.2059 loss_giou_1: 0.3633 loss_ce_2: 0.3067 loss_bbox_2: 0.1924 loss_giou_2: 0.3418 loss_ce_3: 0.2784 loss_bbox_3: 0.1856 loss_giou_3: 0.3384 loss_ce_4: 0.2638 loss_bbox_4: 0.1846 loss_giou_4: 0.3343 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 07:43:54] d2.utils.events INFO: eta: 17:25:09 iter: 227159 total_loss: 6.056 loss_ce: 0.3055 loss_bbox: 0.1926 loss_giou: 0.359 loss_ce_0: 0.5174 loss_bbox_0: 0.3195 loss_giou_0: 0.5408 loss_ce_1: 0.403 loss_bbox_1: 0.226 loss_giou_1: 0.408 loss_ce_2: 0.3418 loss_bbox_2: 0.2006 loss_giou_2: 0.3763 loss_ce_3: 0.3158 loss_bbox_3: 0.1974 loss_giou_3: 0.3677 loss_ce_4: 0.3015 loss_bbox_4: 0.1917 loss_giou_4: 0.3604 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:44:00] d2.utils.events INFO: eta: 17:24:59 iter: 227179 total_loss: 5.72 loss_ce: 0.2597 loss_bbox: 0.1761 loss_giou: 0.3278 loss_ce_0: 0.4803 loss_bbox_0: 0.2907 loss_giou_0: 0.5178 loss_ce_1: 0.3711 loss_bbox_1: 0.2001 loss_giou_1: 0.3735 loss_ce_2: 0.3166 loss_bbox_2: 0.1876 loss_giou_2: 0.3397 loss_ce_3: 0.282 loss_bbox_3: 0.1787 loss_giou_3: 0.3312 loss_ce_4: 0.2717 loss_bbox_4: 0.1745 loss_giou_4: 0.3276 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 07:44:06] d2.utils.events INFO: eta: 17:24:26 iter: 227199 total_loss: 5.457 loss_ce: 0.2683 loss_bbox: 0.1791 loss_giou: 0.3394 loss_ce_0: 0.4776 loss_bbox_0: 0.2964 loss_giou_0: 0.4983 loss_ce_1: 0.3816 loss_bbox_1: 0.2127 loss_giou_1: 0.377 loss_ce_2: 0.3029 loss_bbox_2: 0.191 loss_giou_2: 0.3506 loss_ce_3: 0.281 loss_bbox_3: 0.1846 loss_giou_3: 0.3424 loss_ce_4: 0.2791 loss_bbox_4: 0.1803 loss_giou_4: 0.3398 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 07:44:11] d2.utils.events INFO: eta: 17:24:18 iter: 227219 total_loss: 5.615 loss_ce: 0.2766 loss_bbox: 0.1847 loss_giou: 0.3254 loss_ce_0: 0.4629 loss_bbox_0: 0.3035 loss_giou_0: 0.5064 loss_ce_1: 0.3733 loss_bbox_1: 0.2101 loss_giou_1: 0.375 loss_ce_2: 0.3103 loss_bbox_2: 0.1963 loss_giou_2: 0.3401 loss_ce_3: 0.293 loss_bbox_3: 0.1916 loss_giou_3: 0.3334 loss_ce_4: 0.2821 loss_bbox_4: 0.187 loss_giou_4: 0.3327 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 07:44:15] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.18 seconds. [11/03 07:44:15] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 07:44:16] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 07:44:16] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 07:44:16] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 07:44:16] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 07:44:17] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 07:44:25] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0029 s/iter. Inference: 0.0499 s/iter. Eval: 0.0003 s/iter. Total: 0.0532 s/iter. ETA=0:00:32 [11/03 07:44:30] d2.evaluation.evaluator INFO: Inference done 98/625. Dataloading: 0.0030 s/iter. Inference: 0.0475 s/iter. Eval: 0.0070 s/iter. Total: 0.0575 s/iter. ETA=0:00:30 [11/03 07:44:35] d2.evaluation.evaluator INFO: Inference done 195/625. Dataloading: 0.0029 s/iter. Inference: 0.0479 s/iter. Eval: 0.0036 s/iter. Total: 0.0546 s/iter. ETA=0:00:23 [11/03 07:44:40] d2.evaluation.evaluator INFO: Inference done 293/625. Dataloading: 0.0029 s/iter. Inference: 0.0480 s/iter. Eval: 0.0025 s/iter. Total: 0.0535 s/iter. ETA=0:00:17 [11/03 07:44:45] d2.evaluation.evaluator INFO: Inference done 392/625. Dataloading: 0.0029 s/iter. Inference: 0.0478 s/iter. Eval: 0.0020 s/iter. Total: 0.0527 s/iter. ETA=0:00:12 [11/03 07:44:50] d2.evaluation.evaluator INFO: Inference done 481/625. Dataloading: 0.0028 s/iter. Inference: 0.0490 s/iter. Eval: 0.0017 s/iter. Total: 0.0535 s/iter. ETA=0:00:07 [11/03 07:44:55] d2.evaluation.evaluator INFO: Inference done 576/625. Dataloading: 0.0028 s/iter. Inference: 0.0491 s/iter. Eval: 0.0015 s/iter. Total: 0.0534 s/iter. ETA=0:00:02 [11/03 07:44:57] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.553902 (0.052506 s / iter per device, on 8 devices) [11/03 07:44:57] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.047930 s / iter per device, on 8 devices) [11/03 07:45:03] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 07:45:03] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 07:45:05] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 07:45:08] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 07:45:22] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.27 seconds. [11/03 07:45:22] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 07:45:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.33 seconds. [11/03 07:45:23] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.051 | 61.104 | 44.991 | 24.963 | 44.485 | 57.809 | [11/03 07:45:23] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.196 | bicycle | 28.286 | car | 42.919 | | motorcycle | 43.312 | airplane | 67.882 | bus | 65.307 | | train | 64.040 | truck | 37.305 | boat | 24.415 | | traffic light | 26.899 | fire hydrant | 66.094 | stop sign | 66.157 | | parking meter | 43.913 | bench | 25.992 | bird | 35.837 | | cat | 70.632 | dog | 64.233 | horse | 57.785 | | sheep | 50.234 | cow | 59.193 | elephant | 63.001 | | bear | 73.589 | zebra | 65.287 | giraffe | 65.944 | | backpack | 15.279 | umbrella | 35.730 | handbag | 13.257 | | tie | 32.789 | suitcase | 39.702 | frisbee | 69.190 | | skis | 24.864 | snowboard | 41.174 | sports ball | 48.467 | | kite | 44.832 | baseball bat | 33.758 | baseball glove | 38.058 | | skateboard | 52.623 | surfboard | 38.414 | tennis racket | 46.540 | | bottle | 37.017 | wine glass | 34.267 | cup | 40.129 | | fork | 33.244 | knife | 17.488 | spoon | 15.892 | | bowl | 43.407 | banana | 23.151 | apple | 18.764 | | sandwich | 36.711 | orange | 30.926 | broccoli | 22.009 | | carrot | 19.832 | hot dog | 33.062 | pizza | 53.200 | | donut | 45.727 | cake | 34.971 | chair | 26.264 | | couch | 44.711 | potted plant | 24.768 | bed | 51.710 | | dining table | 29.336 | toilet | 62.331 | tv | 56.712 | | laptop | 61.304 | mouse | 57.669 | remote | 32.238 | | keyboard | 51.026 | cell phone | 36.994 | microwave | 64.084 | | oven | 37.085 | toaster | 39.700 | sink | 35.550 | | refrigerator | 58.601 | book | 12.107 | clock | 50.918 | | vase | 38.025 | scissors | 37.252 | teddy bear | 46.265 | | hair drier | 3.860 | toothbrush | 29.645 | | | [11/03 07:45:24] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 07:45:24] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 07:45:24] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 07:45:24] d2.evaluation.testing INFO: copypaste: 42.0510,61.1039,44.9911,24.9626,44.4855,57.8085 [11/03 07:45:27] d2.utils.events INFO: eta: 17:24:31 iter: 227239 total_loss: 5.633 loss_ce: 0.275 loss_bbox: 0.1915 loss_giou: 0.3326 loss_ce_0: 0.505 loss_bbox_0: 0.3125 loss_giou_0: 0.5144 loss_ce_1: 0.391 loss_bbox_1: 0.2279 loss_giou_1: 0.3932 loss_ce_2: 0.3118 loss_bbox_2: 0.2084 loss_giou_2: 0.3582 loss_ce_3: 0.2845 loss_bbox_3: 0.2007 loss_giou_3: 0.3431 loss_ce_4: 0.2782 loss_bbox_4: 0.1971 loss_giou_4: 0.338 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 07:45:33] d2.utils.events INFO: eta: 17:24:02 iter: 227259 total_loss: 5.691 loss_ce: 0.2744 loss_bbox: 0.1751 loss_giou: 0.3361 loss_ce_0: 0.5014 loss_bbox_0: 0.3012 loss_giou_0: 0.5258 loss_ce_1: 0.3899 loss_bbox_1: 0.2061 loss_giou_1: 0.3984 loss_ce_2: 0.3309 loss_bbox_2: 0.1882 loss_giou_2: 0.3603 loss_ce_3: 0.2995 loss_bbox_3: 0.1764 loss_giou_3: 0.3468 loss_ce_4: 0.2815 loss_bbox_4: 0.1758 loss_giou_4: 0.3371 time: 0.2801 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 07:45:38] d2.utils.events INFO: eta: 17:23:53 iter: 227279 total_loss: 5.534 loss_ce: 0.2638 loss_bbox: 0.1967 loss_giou: 0.3477 loss_ce_0: 0.4909 loss_bbox_0: 0.3009 loss_giou_0: 0.4961 loss_ce_1: 0.3792 loss_bbox_1: 0.2141 loss_giou_1: 0.3796 loss_ce_2: 0.3152 loss_bbox_2: 0.2043 loss_giou_2: 0.36 loss_ce_3: 0.2855 loss_bbox_3: 0.196 loss_giou_3: 0.3473 loss_ce_4: 0.2687 loss_bbox_4: 0.1981 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:45:44] d2.utils.events INFO: eta: 17:23:38 iter: 227299 total_loss: 5.402 loss_ce: 0.2906 loss_bbox: 0.179 loss_giou: 0.3159 loss_ce_0: 0.484 loss_bbox_0: 0.3011 loss_giou_0: 0.4975 loss_ce_1: 0.381 loss_bbox_1: 0.208 loss_giou_1: 0.3634 loss_ce_2: 0.3219 loss_bbox_2: 0.1884 loss_giou_2: 0.3376 loss_ce_3: 0.3023 loss_bbox_3: 0.1856 loss_giou_3: 0.3222 loss_ce_4: 0.2866 loss_bbox_4: 0.1845 loss_giou_4: 0.3204 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:45:50] d2.utils.events INFO: eta: 17:23:42 iter: 227319 total_loss: 5.505 loss_ce: 0.2694 loss_bbox: 0.1885 loss_giou: 0.3303 loss_ce_0: 0.4902 loss_bbox_0: 0.3147 loss_giou_0: 0.5144 loss_ce_1: 0.3656 loss_bbox_1: 0.2182 loss_giou_1: 0.3811 loss_ce_2: 0.3072 loss_bbox_2: 0.1964 loss_giou_2: 0.3453 loss_ce_3: 0.2837 loss_bbox_3: 0.1919 loss_giou_3: 0.3412 loss_ce_4: 0.2737 loss_bbox_4: 0.1923 loss_giou_4: 0.3374 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 07:45:55] d2.utils.events INFO: eta: 17:23:36 iter: 227339 total_loss: 5.703 loss_ce: 0.2944 loss_bbox: 0.173 loss_giou: 0.3413 loss_ce_0: 0.5106 loss_bbox_0: 0.2952 loss_giou_0: 0.5129 loss_ce_1: 0.4005 loss_bbox_1: 0.2065 loss_giou_1: 0.3846 loss_ce_2: 0.3357 loss_bbox_2: 0.1819 loss_giou_2: 0.3579 loss_ce_3: 0.3224 loss_bbox_3: 0.1769 loss_giou_3: 0.3534 loss_ce_4: 0.3087 loss_bbox_4: 0.1765 loss_giou_4: 0.3454 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:01] d2.utils.events INFO: eta: 17:23:31 iter: 227359 total_loss: 5.327 loss_ce: 0.2723 loss_bbox: 0.1729 loss_giou: 0.3285 loss_ce_0: 0.478 loss_bbox_0: 0.2896 loss_giou_0: 0.5106 loss_ce_1: 0.3727 loss_bbox_1: 0.202 loss_giou_1: 0.369 loss_ce_2: 0.2999 loss_bbox_2: 0.1868 loss_giou_2: 0.3491 loss_ce_3: 0.2788 loss_bbox_3: 0.1754 loss_giou_3: 0.3392 loss_ce_4: 0.272 loss_bbox_4: 0.1701 loss_giou_4: 0.3295 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:07] d2.utils.events INFO: eta: 17:23:25 iter: 227379 total_loss: 5.78 loss_ce: 0.2925 loss_bbox: 0.1913 loss_giou: 0.3471 loss_ce_0: 0.5133 loss_bbox_0: 0.3207 loss_giou_0: 0.5259 loss_ce_1: 0.4052 loss_bbox_1: 0.2196 loss_giou_1: 0.3882 loss_ce_2: 0.3418 loss_bbox_2: 0.2111 loss_giou_2: 0.3556 loss_ce_3: 0.3102 loss_bbox_3: 0.1994 loss_giou_3: 0.3425 loss_ce_4: 0.2921 loss_bbox_4: 0.1957 loss_giou_4: 0.3476 time: 0.2801 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:12] d2.utils.events INFO: eta: 17:23:36 iter: 227399 total_loss: 5.724 loss_ce: 0.296 loss_bbox: 0.1826 loss_giou: 0.3456 loss_ce_0: 0.5126 loss_bbox_0: 0.3072 loss_giou_0: 0.5125 loss_ce_1: 0.3969 loss_bbox_1: 0.2167 loss_giou_1: 0.388 loss_ce_2: 0.3299 loss_bbox_2: 0.1946 loss_giou_2: 0.3641 loss_ce_3: 0.3114 loss_bbox_3: 0.1891 loss_giou_3: 0.3525 loss_ce_4: 0.294 loss_bbox_4: 0.1895 loss_giou_4: 0.3464 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:18] d2.utils.events INFO: eta: 17:23:36 iter: 227419 total_loss: 5.669 loss_ce: 0.3035 loss_bbox: 0.1712 loss_giou: 0.326 loss_ce_0: 0.5137 loss_bbox_0: 0.3106 loss_giou_0: 0.4883 loss_ce_1: 0.4135 loss_bbox_1: 0.2075 loss_giou_1: 0.3673 loss_ce_2: 0.3479 loss_bbox_2: 0.191 loss_giou_2: 0.3429 loss_ce_3: 0.3225 loss_bbox_3: 0.1828 loss_giou_3: 0.3335 loss_ce_4: 0.3015 loss_bbox_4: 0.1791 loss_giou_4: 0.3307 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:24] d2.utils.events INFO: eta: 17:23:22 iter: 227439 total_loss: 5.831 loss_ce: 0.2941 loss_bbox: 0.19 loss_giou: 0.3346 loss_ce_0: 0.5257 loss_bbox_0: 0.3091 loss_giou_0: 0.4983 loss_ce_1: 0.4106 loss_bbox_1: 0.2214 loss_giou_1: 0.3816 loss_ce_2: 0.344 loss_bbox_2: 0.2001 loss_giou_2: 0.3542 loss_ce_3: 0.3138 loss_bbox_3: 0.1956 loss_giou_3: 0.3415 loss_ce_4: 0.2981 loss_bbox_4: 0.1909 loss_giou_4: 0.3363 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:29] d2.utils.events INFO: eta: 17:23:29 iter: 227459 total_loss: 5.375 loss_ce: 0.2992 loss_bbox: 0.1702 loss_giou: 0.3285 loss_ce_0: 0.4827 loss_bbox_0: 0.2891 loss_giou_0: 0.4918 loss_ce_1: 0.3879 loss_bbox_1: 0.2075 loss_giou_1: 0.3759 loss_ce_2: 0.3336 loss_bbox_2: 0.183 loss_giou_2: 0.3457 loss_ce_3: 0.3178 loss_bbox_3: 0.1765 loss_giou_3: 0.3352 loss_ce_4: 0.3005 loss_bbox_4: 0.174 loss_giou_4: 0.3314 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:35] d2.utils.events INFO: eta: 17:23:34 iter: 227479 total_loss: 6.032 loss_ce: 0.296 loss_bbox: 0.1882 loss_giou: 0.3653 loss_ce_0: 0.506 loss_bbox_0: 0.309 loss_giou_0: 0.538 loss_ce_1: 0.3966 loss_bbox_1: 0.231 loss_giou_1: 0.4173 loss_ce_2: 0.3475 loss_bbox_2: 0.2052 loss_giou_2: 0.388 loss_ce_3: 0.3124 loss_bbox_3: 0.1971 loss_giou_3: 0.3728 loss_ce_4: 0.2949 loss_bbox_4: 0.1901 loss_giou_4: 0.3665 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:41] d2.utils.events INFO: eta: 17:23:25 iter: 227499 total_loss: 5.503 loss_ce: 0.2794 loss_bbox: 0.1832 loss_giou: 0.3307 loss_ce_0: 0.4771 loss_bbox_0: 0.313 loss_giou_0: 0.5049 loss_ce_1: 0.3863 loss_bbox_1: 0.2135 loss_giou_1: 0.371 loss_ce_2: 0.3225 loss_bbox_2: 0.194 loss_giou_2: 0.3336 loss_ce_3: 0.2876 loss_bbox_3: 0.1874 loss_giou_3: 0.3322 loss_ce_4: 0.274 loss_bbox_4: 0.1855 loss_giou_4: 0.3271 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:46] d2.utils.events INFO: eta: 17:22:58 iter: 227519 total_loss: 5.748 loss_ce: 0.3061 loss_bbox: 0.1732 loss_giou: 0.3449 loss_ce_0: 0.496 loss_bbox_0: 0.3056 loss_giou_0: 0.5556 loss_ce_1: 0.3936 loss_bbox_1: 0.2039 loss_giou_1: 0.4032 loss_ce_2: 0.3358 loss_bbox_2: 0.1798 loss_giou_2: 0.37 loss_ce_3: 0.3083 loss_bbox_3: 0.1786 loss_giou_3: 0.3555 loss_ce_4: 0.3066 loss_bbox_4: 0.176 loss_giou_4: 0.3491 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:52] d2.utils.events INFO: eta: 17:22:36 iter: 227539 total_loss: 5.478 loss_ce: 0.279 loss_bbox: 0.1805 loss_giou: 0.3344 loss_ce_0: 0.4956 loss_bbox_0: 0.2983 loss_giou_0: 0.4849 loss_ce_1: 0.381 loss_bbox_1: 0.2068 loss_giou_1: 0.3671 loss_ce_2: 0.3115 loss_bbox_2: 0.1934 loss_giou_2: 0.347 loss_ce_3: 0.2884 loss_bbox_3: 0.1866 loss_giou_3: 0.337 loss_ce_4: 0.2804 loss_bbox_4: 0.1838 loss_giou_4: 0.3401 time: 0.2801 data_time: 0.0359 lr: 2.5e-05 max_mem: 5427M [11/03 07:46:58] d2.utils.events INFO: eta: 17:22:21 iter: 227559 total_loss: 5.52 loss_ce: 0.2926 loss_bbox: 0.1689 loss_giou: 0.3257 loss_ce_0: 0.5089 loss_bbox_0: 0.287 loss_giou_0: 0.492 loss_ce_1: 0.3992 loss_bbox_1: 0.2009 loss_giou_1: 0.3663 loss_ce_2: 0.3271 loss_bbox_2: 0.1772 loss_giou_2: 0.3393 loss_ce_3: 0.3001 loss_bbox_3: 0.1692 loss_giou_3: 0.3439 loss_ce_4: 0.2884 loss_bbox_4: 0.168 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:03] d2.utils.events INFO: eta: 17:21:55 iter: 227579 total_loss: 5.664 loss_ce: 0.2961 loss_bbox: 0.1903 loss_giou: 0.335 loss_ce_0: 0.4973 loss_bbox_0: 0.3102 loss_giou_0: 0.4899 loss_ce_1: 0.389 loss_bbox_1: 0.2231 loss_giou_1: 0.3831 loss_ce_2: 0.3331 loss_bbox_2: 0.1998 loss_giou_2: 0.3496 loss_ce_3: 0.3044 loss_bbox_3: 0.1931 loss_giou_3: 0.3485 loss_ce_4: 0.2957 loss_bbox_4: 0.1911 loss_giou_4: 0.3375 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:09] d2.utils.events INFO: eta: 17:21:59 iter: 227599 total_loss: 5.726 loss_ce: 0.2986 loss_bbox: 0.1908 loss_giou: 0.3441 loss_ce_0: 0.5164 loss_bbox_0: 0.3294 loss_giou_0: 0.5072 loss_ce_1: 0.4039 loss_bbox_1: 0.2298 loss_giou_1: 0.3898 loss_ce_2: 0.3316 loss_bbox_2: 0.2149 loss_giou_2: 0.3578 loss_ce_3: 0.2987 loss_bbox_3: 0.2013 loss_giou_3: 0.352 loss_ce_4: 0.298 loss_bbox_4: 0.1975 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:15] d2.utils.events INFO: eta: 17:21:49 iter: 227619 total_loss: 5.427 loss_ce: 0.2774 loss_bbox: 0.173 loss_giou: 0.3122 loss_ce_0: 0.4863 loss_bbox_0: 0.307 loss_giou_0: 0.5049 loss_ce_1: 0.37 loss_bbox_1: 0.2104 loss_giou_1: 0.3677 loss_ce_2: 0.3085 loss_bbox_2: 0.1927 loss_giou_2: 0.3244 loss_ce_3: 0.2859 loss_bbox_3: 0.1855 loss_giou_3: 0.3186 loss_ce_4: 0.2806 loss_bbox_4: 0.1782 loss_giou_4: 0.3126 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:21] d2.utils.events INFO: eta: 17:21:21 iter: 227639 total_loss: 5.784 loss_ce: 0.2867 loss_bbox: 0.1927 loss_giou: 0.3425 loss_ce_0: 0.4979 loss_bbox_0: 0.3182 loss_giou_0: 0.5285 loss_ce_1: 0.3871 loss_bbox_1: 0.2266 loss_giou_1: 0.3948 loss_ce_2: 0.3197 loss_bbox_2: 0.2064 loss_giou_2: 0.3648 loss_ce_3: 0.3021 loss_bbox_3: 0.1981 loss_giou_3: 0.3589 loss_ce_4: 0.2976 loss_bbox_4: 0.1958 loss_giou_4: 0.348 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:26] d2.utils.events INFO: eta: 17:21:28 iter: 227659 total_loss: 5.735 loss_ce: 0.2795 loss_bbox: 0.1801 loss_giou: 0.3339 loss_ce_0: 0.4961 loss_bbox_0: 0.3013 loss_giou_0: 0.5262 loss_ce_1: 0.3936 loss_bbox_1: 0.2166 loss_giou_1: 0.3915 loss_ce_2: 0.3348 loss_bbox_2: 0.1982 loss_giou_2: 0.3557 loss_ce_3: 0.3172 loss_bbox_3: 0.1901 loss_giou_3: 0.3427 loss_ce_4: 0.292 loss_bbox_4: 0.185 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:32] d2.utils.events INFO: eta: 17:21:23 iter: 227679 total_loss: 5.878 loss_ce: 0.2963 loss_bbox: 0.1876 loss_giou: 0.3579 loss_ce_0: 0.4978 loss_bbox_0: 0.32 loss_giou_0: 0.5536 loss_ce_1: 0.3856 loss_bbox_1: 0.219 loss_giou_1: 0.41 loss_ce_2: 0.3289 loss_bbox_2: 0.1982 loss_giou_2: 0.388 loss_ce_3: 0.3092 loss_bbox_3: 0.1941 loss_giou_3: 0.3714 loss_ce_4: 0.2982 loss_bbox_4: 0.1899 loss_giou_4: 0.3672 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:38] d2.utils.events INFO: eta: 17:20:58 iter: 227699 total_loss: 5.689 loss_ce: 0.2719 loss_bbox: 0.1758 loss_giou: 0.3566 loss_ce_0: 0.4947 loss_bbox_0: 0.2982 loss_giou_0: 0.525 loss_ce_1: 0.3785 loss_bbox_1: 0.2063 loss_giou_1: 0.3941 loss_ce_2: 0.3074 loss_bbox_2: 0.1934 loss_giou_2: 0.3668 loss_ce_3: 0.2671 loss_bbox_3: 0.1876 loss_giou_3: 0.3624 loss_ce_4: 0.2668 loss_bbox_4: 0.1795 loss_giou_4: 0.3542 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:43] d2.utils.events INFO: eta: 17:20:44 iter: 227719 total_loss: 5.752 loss_ce: 0.2918 loss_bbox: 0.1887 loss_giou: 0.3356 loss_ce_0: 0.5085 loss_bbox_0: 0.3219 loss_giou_0: 0.5224 loss_ce_1: 0.4097 loss_bbox_1: 0.227 loss_giou_1: 0.3844 loss_ce_2: 0.3242 loss_bbox_2: 0.204 loss_giou_2: 0.3585 loss_ce_3: 0.3011 loss_bbox_3: 0.1941 loss_giou_3: 0.3516 loss_ce_4: 0.2897 loss_bbox_4: 0.1952 loss_giou_4: 0.3406 time: 0.2801 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:49] d2.utils.events INFO: eta: 17:20:02 iter: 227739 total_loss: 5.66 loss_ce: 0.2707 loss_bbox: 0.1679 loss_giou: 0.3215 loss_ce_0: 0.4688 loss_bbox_0: 0.2975 loss_giou_0: 0.4907 loss_ce_1: 0.3736 loss_bbox_1: 0.203 loss_giou_1: 0.3653 loss_ce_2: 0.3234 loss_bbox_2: 0.1768 loss_giou_2: 0.3406 loss_ce_3: 0.2963 loss_bbox_3: 0.1777 loss_giou_3: 0.3309 loss_ce_4: 0.2755 loss_bbox_4: 0.1724 loss_giou_4: 0.3268 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 07:47:55] d2.utils.events INFO: eta: 17:20:15 iter: 227759 total_loss: 5.591 loss_ce: 0.2887 loss_bbox: 0.1891 loss_giou: 0.3269 loss_ce_0: 0.4836 loss_bbox_0: 0.3105 loss_giou_0: 0.5079 loss_ce_1: 0.3944 loss_bbox_1: 0.2138 loss_giou_1: 0.3682 loss_ce_2: 0.3332 loss_bbox_2: 0.2023 loss_giou_2: 0.3454 loss_ce_3: 0.295 loss_bbox_3: 0.1983 loss_giou_3: 0.3328 loss_ce_4: 0.2859 loss_bbox_4: 0.1893 loss_giou_4: 0.3317 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:00] d2.utils.events INFO: eta: 17:20:19 iter: 227779 total_loss: 5.768 loss_ce: 0.2765 loss_bbox: 0.1891 loss_giou: 0.3566 loss_ce_0: 0.4862 loss_bbox_0: 0.3278 loss_giou_0: 0.5531 loss_ce_1: 0.3932 loss_bbox_1: 0.2231 loss_giou_1: 0.4106 loss_ce_2: 0.3289 loss_bbox_2: 0.1998 loss_giou_2: 0.3758 loss_ce_3: 0.301 loss_bbox_3: 0.1942 loss_giou_3: 0.3648 loss_ce_4: 0.2921 loss_bbox_4: 0.1915 loss_giou_4: 0.3565 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:06] d2.utils.events INFO: eta: 17:20:10 iter: 227799 total_loss: 5.268 loss_ce: 0.282 loss_bbox: 0.1941 loss_giou: 0.3024 loss_ce_0: 0.4894 loss_bbox_0: 0.3382 loss_giou_0: 0.4859 loss_ce_1: 0.3738 loss_bbox_1: 0.2375 loss_giou_1: 0.3531 loss_ce_2: 0.3193 loss_bbox_2: 0.2173 loss_giou_2: 0.3237 loss_ce_3: 0.2941 loss_bbox_3: 0.2057 loss_giou_3: 0.3065 loss_ce_4: 0.2891 loss_bbox_4: 0.1961 loss_giou_4: 0.3044 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:12] d2.utils.events INFO: eta: 17:20:05 iter: 227819 total_loss: 5.304 loss_ce: 0.2635 loss_bbox: 0.1788 loss_giou: 0.3094 loss_ce_0: 0.4754 loss_bbox_0: 0.2984 loss_giou_0: 0.499 loss_ce_1: 0.3662 loss_bbox_1: 0.2103 loss_giou_1: 0.3578 loss_ce_2: 0.3028 loss_bbox_2: 0.1931 loss_giou_2: 0.3238 loss_ce_3: 0.2772 loss_bbox_3: 0.186 loss_giou_3: 0.315 loss_ce_4: 0.2664 loss_bbox_4: 0.1814 loss_giou_4: 0.3094 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:18] d2.utils.events INFO: eta: 17:20:11 iter: 227839 total_loss: 5.702 loss_ce: 0.2954 loss_bbox: 0.1833 loss_giou: 0.3551 loss_ce_0: 0.4922 loss_bbox_0: 0.3086 loss_giou_0: 0.528 loss_ce_1: 0.3833 loss_bbox_1: 0.2218 loss_giou_1: 0.4003 loss_ce_2: 0.324 loss_bbox_2: 0.1991 loss_giou_2: 0.3664 loss_ce_3: 0.2919 loss_bbox_3: 0.1916 loss_giou_3: 0.3673 loss_ce_4: 0.2921 loss_bbox_4: 0.1864 loss_giou_4: 0.3582 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:23] d2.utils.events INFO: eta: 17:19:54 iter: 227859 total_loss: 5.887 loss_ce: 0.3067 loss_bbox: 0.1891 loss_giou: 0.3401 loss_ce_0: 0.5104 loss_bbox_0: 0.315 loss_giou_0: 0.5252 loss_ce_1: 0.4029 loss_bbox_1: 0.2224 loss_giou_1: 0.391 loss_ce_2: 0.341 loss_bbox_2: 0.1992 loss_giou_2: 0.3605 loss_ce_3: 0.3129 loss_bbox_3: 0.1962 loss_giou_3: 0.3523 loss_ce_4: 0.303 loss_bbox_4: 0.1885 loss_giou_4: 0.3448 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:29] d2.utils.events INFO: eta: 17:19:51 iter: 227879 total_loss: 5.496 loss_ce: 0.2648 loss_bbox: 0.171 loss_giou: 0.3342 loss_ce_0: 0.4755 loss_bbox_0: 0.2955 loss_giou_0: 0.5057 loss_ce_1: 0.3794 loss_bbox_1: 0.2044 loss_giou_1: 0.3746 loss_ce_2: 0.3197 loss_bbox_2: 0.1845 loss_giou_2: 0.3526 loss_ce_3: 0.2797 loss_bbox_3: 0.1794 loss_giou_3: 0.3374 loss_ce_4: 0.2653 loss_bbox_4: 0.1737 loss_giou_4: 0.3355 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:35] d2.utils.events INFO: eta: 17:19:43 iter: 227899 total_loss: 5.789 loss_ce: 0.2857 loss_bbox: 0.1865 loss_giou: 0.3395 loss_ce_0: 0.4891 loss_bbox_0: 0.3165 loss_giou_0: 0.5358 loss_ce_1: 0.3925 loss_bbox_1: 0.2219 loss_giou_1: 0.3862 loss_ce_2: 0.3255 loss_bbox_2: 0.203 loss_giou_2: 0.3599 loss_ce_3: 0.301 loss_bbox_3: 0.1943 loss_giou_3: 0.3409 loss_ce_4: 0.2888 loss_bbox_4: 0.1899 loss_giou_4: 0.343 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:40] d2.utils.events INFO: eta: 17:19:51 iter: 227919 total_loss: 5.305 loss_ce: 0.2557 loss_bbox: 0.1898 loss_giou: 0.2951 loss_ce_0: 0.489 loss_bbox_0: 0.2963 loss_giou_0: 0.4498 loss_ce_1: 0.3728 loss_bbox_1: 0.2056 loss_giou_1: 0.3312 loss_ce_2: 0.3048 loss_bbox_2: 0.1928 loss_giou_2: 0.3025 loss_ce_3: 0.2683 loss_bbox_3: 0.1927 loss_giou_3: 0.2936 loss_ce_4: 0.2618 loss_bbox_4: 0.1897 loss_giou_4: 0.2943 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:46] d2.utils.events INFO: eta: 17:19:43 iter: 227939 total_loss: 5.441 loss_ce: 0.2495 loss_bbox: 0.1767 loss_giou: 0.3147 loss_ce_0: 0.485 loss_bbox_0: 0.3157 loss_giou_0: 0.5098 loss_ce_1: 0.3837 loss_bbox_1: 0.2076 loss_giou_1: 0.3602 loss_ce_2: 0.3132 loss_bbox_2: 0.1907 loss_giou_2: 0.3264 loss_ce_3: 0.2702 loss_bbox_3: 0.1835 loss_giou_3: 0.3268 loss_ce_4: 0.2564 loss_bbox_4: 0.1782 loss_giou_4: 0.3205 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:52] d2.utils.events INFO: eta: 17:19:48 iter: 227959 total_loss: 5.631 loss_ce: 0.2873 loss_bbox: 0.1829 loss_giou: 0.3547 loss_ce_0: 0.4879 loss_bbox_0: 0.3077 loss_giou_0: 0.5273 loss_ce_1: 0.3956 loss_bbox_1: 0.2194 loss_giou_1: 0.4062 loss_ce_2: 0.3263 loss_bbox_2: 0.1986 loss_giou_2: 0.383 loss_ce_3: 0.2911 loss_bbox_3: 0.1929 loss_giou_3: 0.3697 loss_ce_4: 0.2831 loss_bbox_4: 0.1875 loss_giou_4: 0.3581 time: 0.2801 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 07:48:57] d2.utils.events INFO: eta: 17:19:42 iter: 227979 total_loss: 5.732 loss_ce: 0.2859 loss_bbox: 0.1829 loss_giou: 0.3432 loss_ce_0: 0.5133 loss_bbox_0: 0.3149 loss_giou_0: 0.5553 loss_ce_1: 0.3875 loss_bbox_1: 0.2154 loss_giou_1: 0.4167 loss_ce_2: 0.3248 loss_bbox_2: 0.1953 loss_giou_2: 0.3762 loss_ce_3: 0.2906 loss_bbox_3: 0.1886 loss_giou_3: 0.3644 loss_ce_4: 0.2892 loss_bbox_4: 0.1845 loss_giou_4: 0.3455 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 07:49:03] d2.utils.events INFO: eta: 17:19:40 iter: 227999 total_loss: 5.864 loss_ce: 0.2911 loss_bbox: 0.1863 loss_giou: 0.3552 loss_ce_0: 0.4966 loss_bbox_0: 0.3103 loss_giou_0: 0.5539 loss_ce_1: 0.3867 loss_bbox_1: 0.2211 loss_giou_1: 0.4102 loss_ce_2: 0.3242 loss_bbox_2: 0.1917 loss_giou_2: 0.3765 loss_ce_3: 0.2927 loss_bbox_3: 0.1865 loss_giou_3: 0.3649 loss_ce_4: 0.2866 loss_bbox_4: 0.1831 loss_giou_4: 0.356 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 07:49:09] d2.utils.events INFO: eta: 17:19:31 iter: 228019 total_loss: 5.738 loss_ce: 0.2963 loss_bbox: 0.1806 loss_giou: 0.3378 loss_ce_0: 0.4952 loss_bbox_0: 0.305 loss_giou_0: 0.5286 loss_ce_1: 0.3958 loss_bbox_1: 0.2079 loss_giou_1: 0.3751 loss_ce_2: 0.3329 loss_bbox_2: 0.1917 loss_giou_2: 0.3528 loss_ce_3: 0.3048 loss_bbox_3: 0.1861 loss_giou_3: 0.3424 loss_ce_4: 0.3044 loss_bbox_4: 0.1827 loss_giou_4: 0.3365 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 07:49:14] d2.utils.events INFO: eta: 17:19:38 iter: 228039 total_loss: 5.725 loss_ce: 0.2911 loss_bbox: 0.2033 loss_giou: 0.3349 loss_ce_0: 0.491 loss_bbox_0: 0.32 loss_giou_0: 0.5161 loss_ce_1: 0.3996 loss_bbox_1: 0.2266 loss_giou_1: 0.3776 loss_ce_2: 0.3316 loss_bbox_2: 0.2143 loss_giou_2: 0.3509 loss_ce_3: 0.2992 loss_bbox_3: 0.21 loss_giou_3: 0.3436 loss_ce_4: 0.2861 loss_bbox_4: 0.2053 loss_giou_4: 0.3383 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 07:49:20] d2.utils.events INFO: eta: 17:19:43 iter: 228059 total_loss: 5.585 loss_ce: 0.2848 loss_bbox: 0.1861 loss_giou: 0.3149 loss_ce_0: 0.4913 loss_bbox_0: 0.3182 loss_giou_0: 0.4864 loss_ce_1: 0.3994 loss_bbox_1: 0.2182 loss_giou_1: 0.3558 loss_ce_2: 0.3324 loss_bbox_2: 0.1976 loss_giou_2: 0.3299 loss_ce_3: 0.3062 loss_bbox_3: 0.1877 loss_giou_3: 0.3248 loss_ce_4: 0.291 loss_bbox_4: 0.187 loss_giou_4: 0.3176 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:49:26] d2.utils.events INFO: eta: 17:19:27 iter: 228079 total_loss: 5.535 loss_ce: 0.2619 loss_bbox: 0.187 loss_giou: 0.3308 loss_ce_0: 0.4882 loss_bbox_0: 0.3095 loss_giou_0: 0.4998 loss_ce_1: 0.3795 loss_bbox_1: 0.2166 loss_giou_1: 0.3781 loss_ce_2: 0.3072 loss_bbox_2: 0.1972 loss_giou_2: 0.3548 loss_ce_3: 0.2721 loss_bbox_3: 0.1931 loss_giou_3: 0.3372 loss_ce_4: 0.2571 loss_bbox_4: 0.1919 loss_giou_4: 0.334 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 07:49:31] d2.utils.events INFO: eta: 17:19:20 iter: 228099 total_loss: 5.474 loss_ce: 0.2575 loss_bbox: 0.1818 loss_giou: 0.3266 loss_ce_0: 0.4827 loss_bbox_0: 0.2954 loss_giou_0: 0.4826 loss_ce_1: 0.369 loss_bbox_1: 0.2083 loss_giou_1: 0.3741 loss_ce_2: 0.3029 loss_bbox_2: 0.1896 loss_giou_2: 0.3457 loss_ce_3: 0.2647 loss_bbox_3: 0.1895 loss_giou_3: 0.3323 loss_ce_4: 0.2587 loss_bbox_4: 0.1846 loss_giou_4: 0.3276 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:49:37] d2.utils.events INFO: eta: 17:19:07 iter: 228119 total_loss: 5.637 loss_ce: 0.2826 loss_bbox: 0.1922 loss_giou: 0.3232 loss_ce_0: 0.4837 loss_bbox_0: 0.3235 loss_giou_0: 0.4867 loss_ce_1: 0.3932 loss_bbox_1: 0.2283 loss_giou_1: 0.3699 loss_ce_2: 0.3322 loss_bbox_2: 0.2121 loss_giou_2: 0.3398 loss_ce_3: 0.3021 loss_bbox_3: 0.2093 loss_giou_3: 0.332 loss_ce_4: 0.2869 loss_bbox_4: 0.1887 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data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 07:49:54] d2.utils.events INFO: eta: 17:18:54 iter: 228179 total_loss: 5.556 loss_ce: 0.293 loss_bbox: 0.1799 loss_giou: 0.3251 loss_ce_0: 0.4952 loss_bbox_0: 0.3047 loss_giou_0: 0.5102 loss_ce_1: 0.3849 loss_bbox_1: 0.2114 loss_giou_1: 0.3734 loss_ce_2: 0.3319 loss_bbox_2: 0.1878 loss_giou_2: 0.3428 loss_ce_3: 0.2969 loss_bbox_3: 0.1859 loss_giou_3: 0.3328 loss_ce_4: 0.2914 loss_bbox_4: 0.1844 loss_giou_4: 0.334 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:00] d2.utils.events INFO: eta: 17:18:50 iter: 228199 total_loss: 5.637 loss_ce: 0.2904 loss_bbox: 0.1694 loss_giou: 0.3451 loss_ce_0: 0.5041 loss_bbox_0: 0.2887 loss_giou_0: 0.5334 loss_ce_1: 0.3819 loss_bbox_1: 0.2002 loss_giou_1: 0.3969 loss_ce_2: 0.3301 loss_bbox_2: 0.1818 loss_giou_2: 0.3645 loss_ce_3: 0.3054 loss_bbox_3: 0.1771 loss_giou_3: 0.3498 loss_ce_4: 0.2907 loss_bbox_4: 0.176 loss_giou_4: 0.3472 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:05] d2.utils.events INFO: eta: 17:18:42 iter: 228219 total_loss: 5.625 loss_ce: 0.2973 loss_bbox: 0.1753 loss_giou: 0.3419 loss_ce_0: 0.4995 loss_bbox_0: 0.3152 loss_giou_0: 0.5274 loss_ce_1: 0.3956 loss_bbox_1: 0.215 loss_giou_1: 0.3967 loss_ce_2: 0.3254 loss_bbox_2: 0.1953 loss_giou_2: 0.3651 loss_ce_3: 0.3051 loss_bbox_3: 0.1897 loss_giou_3: 0.3523 loss_ce_4: 0.2963 loss_bbox_4: 0.187 loss_giou_4: 0.35 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:11] d2.utils.events INFO: eta: 17:18:33 iter: 228239 total_loss: 5.475 loss_ce: 0.2946 loss_bbox: 0.1856 loss_giou: 0.3108 loss_ce_0: 0.501 loss_bbox_0: 0.3109 loss_giou_0: 0.4904 loss_ce_1: 0.3823 loss_bbox_1: 0.2189 loss_giou_1: 0.3558 loss_ce_2: 0.3369 loss_bbox_2: 0.2023 loss_giou_2: 0.3267 loss_ce_3: 0.2988 loss_bbox_3: 0.1928 loss_giou_3: 0.3225 loss_ce_4: 0.2924 loss_bbox_4: 0.1872 loss_giou_4: 0.3176 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:17] d2.utils.events INFO: eta: 17:18:40 iter: 228259 total_loss: 5.473 loss_ce: 0.2809 loss_bbox: 0.1667 loss_giou: 0.3161 loss_ce_0: 0.4963 loss_bbox_0: 0.2979 loss_giou_0: 0.5086 loss_ce_1: 0.3913 loss_bbox_1: 0.2021 loss_giou_1: 0.361 loss_ce_2: 0.3169 loss_bbox_2: 0.1836 loss_giou_2: 0.3327 loss_ce_3: 0.2974 loss_bbox_3: 0.1647 loss_giou_3: 0.3265 loss_ce_4: 0.2789 loss_bbox_4: 0.166 loss_giou_4: 0.3167 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:22] d2.utils.events INFO: eta: 17:18:31 iter: 228279 total_loss: 5.627 loss_ce: 0.2742 loss_bbox: 0.1855 loss_giou: 0.3336 loss_ce_0: 0.4824 loss_bbox_0: 0.3177 loss_giou_0: 0.512 loss_ce_1: 0.3852 loss_bbox_1: 0.2267 loss_giou_1: 0.3848 loss_ce_2: 0.3224 loss_bbox_2: 0.2 loss_giou_2: 0.3511 loss_ce_3: 0.2926 loss_bbox_3: 0.19 loss_giou_3: 0.3394 loss_ce_4: 0.2784 loss_bbox_4: 0.19 loss_giou_4: 0.3386 time: 0.2801 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:28] d2.utils.events INFO: eta: 17:18:32 iter: 228299 total_loss: 5.482 loss_ce: 0.2712 loss_bbox: 0.1728 loss_giou: 0.3347 loss_ce_0: 0.481 loss_bbox_0: 0.2877 loss_giou_0: 0.5159 loss_ce_1: 0.3793 loss_bbox_1: 0.2014 loss_giou_1: 0.3721 loss_ce_2: 0.3238 loss_bbox_2: 0.1816 loss_giou_2: 0.3482 loss_ce_3: 0.2887 loss_bbox_3: 0.1775 loss_giou_3: 0.3431 loss_ce_4: 0.2749 loss_bbox_4: 0.174 loss_giou_4: 0.3413 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:34] d2.utils.events INFO: eta: 17:18:16 iter: 228319 total_loss: 5.666 loss_ce: 0.2739 loss_bbox: 0.1827 loss_giou: 0.3488 loss_ce_0: 0.4975 loss_bbox_0: 0.2976 loss_giou_0: 0.5233 loss_ce_1: 0.381 loss_bbox_1: 0.2054 loss_giou_1: 0.3903 loss_ce_2: 0.3114 loss_bbox_2: 0.1901 loss_giou_2: 0.3603 loss_ce_3: 0.2869 loss_bbox_3: 0.1877 loss_giou_3: 0.3566 loss_ce_4: 0.2794 loss_bbox_4: 0.1816 loss_giou_4: 0.3505 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:39] d2.utils.events INFO: eta: 17:18:09 iter: 228339 total_loss: 5.455 loss_ce: 0.2632 loss_bbox: 0.1745 loss_giou: 0.3238 loss_ce_0: 0.4667 loss_bbox_0: 0.3068 loss_giou_0: 0.5139 loss_ce_1: 0.3599 loss_bbox_1: 0.2071 loss_giou_1: 0.3796 loss_ce_2: 0.305 loss_bbox_2: 0.182 loss_giou_2: 0.3404 loss_ce_3: 0.2771 loss_bbox_3: 0.1757 loss_giou_3: 0.3293 loss_ce_4: 0.271 loss_bbox_4: 0.1735 loss_giou_4: 0.3226 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:45] d2.utils.events INFO: eta: 17:18:05 iter: 228359 total_loss: 5.351 loss_ce: 0.2746 loss_bbox: 0.174 loss_giou: 0.3161 loss_ce_0: 0.4836 loss_bbox_0: 0.3047 loss_giou_0: 0.5107 loss_ce_1: 0.3728 loss_bbox_1: 0.2124 loss_giou_1: 0.3616 loss_ce_2: 0.3119 loss_bbox_2: 0.1882 loss_giou_2: 0.328 loss_ce_3: 0.2835 loss_bbox_3: 0.1813 loss_giou_3: 0.3165 loss_ce_4: 0.2775 loss_bbox_4: 0.1774 loss_giou_4: 0.319 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:51] d2.utils.events INFO: eta: 17:17:57 iter: 228379 total_loss: 5.475 loss_ce: 0.2809 loss_bbox: 0.1679 loss_giou: 0.3358 loss_ce_0: 0.4838 loss_bbox_0: 0.2973 loss_giou_0: 0.5213 loss_ce_1: 0.395 loss_bbox_1: 0.1984 loss_giou_1: 0.3821 loss_ce_2: 0.3303 loss_bbox_2: 0.1784 loss_giou_2: 0.3499 loss_ce_3: 0.2894 loss_bbox_3: 0.1759 loss_giou_3: 0.343 loss_ce_4: 0.2943 loss_bbox_4: 0.1677 loss_giou_4: 0.339 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 07:50:56] d2.utils.events INFO: eta: 17:17:56 iter: 228399 total_loss: 5.705 loss_ce: 0.2695 loss_bbox: 0.1817 loss_giou: 0.3302 loss_ce_0: 0.4985 loss_bbox_0: 0.3211 loss_giou_0: 0.4945 loss_ce_1: 0.3948 loss_bbox_1: 0.2147 loss_giou_1: 0.3766 loss_ce_2: 0.3319 loss_bbox_2: 0.1962 loss_giou_2: 0.346 loss_ce_3: 0.2887 loss_bbox_3: 0.1832 loss_giou_3: 0.3432 loss_ce_4: 0.2756 loss_bbox_4: 0.1881 loss_giou_4: 0.3342 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:02] d2.utils.events INFO: eta: 17:17:52 iter: 228419 total_loss: 5.564 loss_ce: 0.2686 loss_bbox: 0.1937 loss_giou: 0.3294 loss_ce_0: 0.4849 loss_bbox_0: 0.3182 loss_giou_0: 0.5319 loss_ce_1: 0.3695 loss_bbox_1: 0.2207 loss_giou_1: 0.3779 loss_ce_2: 0.3213 loss_bbox_2: 0.2053 loss_giou_2: 0.3485 loss_ce_3: 0.2824 loss_bbox_3: 0.2016 loss_giou_3: 0.3298 loss_ce_4: 0.2753 loss_bbox_4: 0.1947 loss_giou_4: 0.3294 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:08] d2.utils.events INFO: eta: 17:17:44 iter: 228439 total_loss: 5.35 loss_ce: 0.2605 loss_bbox: 0.1699 loss_giou: 0.3322 loss_ce_0: 0.4825 loss_bbox_0: 0.2907 loss_giou_0: 0.5131 loss_ce_1: 0.3744 loss_bbox_1: 0.196 loss_giou_1: 0.3747 loss_ce_2: 0.3062 loss_bbox_2: 0.185 loss_giou_2: 0.3517 loss_ce_3: 0.2713 loss_bbox_3: 0.1768 loss_giou_3: 0.3391 loss_ce_4: 0.2635 loss_bbox_4: 0.1739 loss_giou_4: 0.3304 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:14] d2.utils.events INFO: eta: 17:17:47 iter: 228459 total_loss: 5.684 loss_ce: 0.3138 loss_bbox: 0.1796 loss_giou: 0.3494 loss_ce_0: 0.5055 loss_bbox_0: 0.3132 loss_giou_0: 0.5419 loss_ce_1: 0.403 loss_bbox_1: 0.2153 loss_giou_1: 0.4012 loss_ce_2: 0.3428 loss_bbox_2: 0.1917 loss_giou_2: 0.3606 loss_ce_3: 0.3148 loss_bbox_3: 0.1844 loss_giou_3: 0.359 loss_ce_4: 0.3113 loss_bbox_4: 0.1796 loss_giou_4: 0.3514 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:19] d2.utils.events INFO: eta: 17:17:35 iter: 228479 total_loss: 5.453 loss_ce: 0.2731 loss_bbox: 0.1764 loss_giou: 0.3257 loss_ce_0: 0.4817 loss_bbox_0: 0.3067 loss_giou_0: 0.4838 loss_ce_1: 0.3776 loss_bbox_1: 0.2212 loss_giou_1: 0.3699 loss_ce_2: 0.3142 loss_bbox_2: 0.1948 loss_giou_2: 0.3416 loss_ce_3: 0.2819 loss_bbox_3: 0.186 loss_giou_3: 0.3331 loss_ce_4: 0.2775 loss_bbox_4: 0.1786 loss_giou_4: 0.3242 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:25] d2.utils.events INFO: eta: 17:17:36 iter: 228499 total_loss: 5.675 loss_ce: 0.2827 loss_bbox: 0.1885 loss_giou: 0.3403 loss_ce_0: 0.4944 loss_bbox_0: 0.3138 loss_giou_0: 0.5339 loss_ce_1: 0.3909 loss_bbox_1: 0.2219 loss_giou_1: 0.3996 loss_ce_2: 0.336 loss_bbox_2: 0.2074 loss_giou_2: 0.3623 loss_ce_3: 0.3062 loss_bbox_3: 0.1973 loss_giou_3: 0.347 loss_ce_4: 0.2901 loss_bbox_4: 0.1899 loss_giou_4: 0.3425 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:31] d2.utils.events INFO: eta: 17:17:49 iter: 228519 total_loss: 5.615 loss_ce: 0.2935 loss_bbox: 0.1857 loss_giou: 0.3252 loss_ce_0: 0.4906 loss_bbox_0: 0.3152 loss_giou_0: 0.5124 loss_ce_1: 0.3834 loss_bbox_1: 0.2165 loss_giou_1: 0.3809 loss_ce_2: 0.3301 loss_bbox_2: 0.1978 loss_giou_2: 0.3452 loss_ce_3: 0.3048 loss_bbox_3: 0.1902 loss_giou_3: 0.3315 loss_ce_4: 0.2945 loss_bbox_4: 0.188 loss_giou_4: 0.3279 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:36] d2.utils.events INFO: eta: 17:17:52 iter: 228539 total_loss: 5.86 loss_ce: 0.2994 loss_bbox: 0.1874 loss_giou: 0.3436 loss_ce_0: 0.4959 loss_bbox_0: 0.3173 loss_giou_0: 0.5274 loss_ce_1: 0.4004 loss_bbox_1: 0.2279 loss_giou_1: 0.388 loss_ce_2: 0.3338 loss_bbox_2: 0.2037 loss_giou_2: 0.3597 loss_ce_3: 0.3005 loss_bbox_3: 0.1922 loss_giou_3: 0.3522 loss_ce_4: 0.2979 loss_bbox_4: 0.1909 loss_giou_4: 0.3469 time: 0.2801 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:42] d2.utils.events INFO: eta: 17:17:26 iter: 228559 total_loss: 5.587 loss_ce: 0.2974 loss_bbox: 0.1737 loss_giou: 0.3224 loss_ce_0: 0.506 loss_bbox_0: 0.3185 loss_giou_0: 0.5008 loss_ce_1: 0.4111 loss_bbox_1: 0.209 loss_giou_1: 0.369 loss_ce_2: 0.3462 loss_bbox_2: 0.1884 loss_giou_2: 0.3388 loss_ce_3: 0.3151 loss_bbox_3: 0.1823 loss_giou_3: 0.3317 loss_ce_4: 0.2983 loss_bbox_4: 0.1747 loss_giou_4: 0.323 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:48] d2.utils.events INFO: eta: 17:17:32 iter: 228579 total_loss: 5.615 loss_ce: 0.3033 loss_bbox: 0.1706 loss_giou: 0.3194 loss_ce_0: 0.4985 loss_bbox_0: 0.3033 loss_giou_0: 0.521 loss_ce_1: 0.4005 loss_bbox_1: 0.2016 loss_giou_1: 0.3744 loss_ce_2: 0.3519 loss_bbox_2: 0.1832 loss_giou_2: 0.3433 loss_ce_3: 0.3318 loss_bbox_3: 0.1772 loss_giou_3: 0.3329 loss_ce_4: 0.3095 loss_bbox_4: 0.1734 loss_giou_4: 0.3252 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:53] d2.utils.events INFO: eta: 17:17:27 iter: 228599 total_loss: 5.517 loss_ce: 0.3008 loss_bbox: 0.1818 loss_giou: 0.3233 loss_ce_0: 0.4826 loss_bbox_0: 0.3048 loss_giou_0: 0.4905 loss_ce_1: 0.3857 loss_bbox_1: 0.2085 loss_giou_1: 0.3659 loss_ce_2: 0.3255 loss_bbox_2: 0.192 loss_giou_2: 0.3337 loss_ce_3: 0.301 loss_bbox_3: 0.1857 loss_giou_3: 0.3269 loss_ce_4: 0.3004 loss_bbox_4: 0.183 loss_giou_4: 0.3288 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 07:51:59] d2.utils.events INFO: eta: 17:17:16 iter: 228619 total_loss: 5.651 loss_ce: 0.302 loss_bbox: 0.183 loss_giou: 0.3337 loss_ce_0: 0.4893 loss_bbox_0: 0.3088 loss_giou_0: 0.5151 loss_ce_1: 0.3959 loss_bbox_1: 0.2133 loss_giou_1: 0.3887 loss_ce_2: 0.34 loss_bbox_2: 0.1939 loss_giou_2: 0.3599 loss_ce_3: 0.3086 loss_bbox_3: 0.1863 loss_giou_3: 0.344 loss_ce_4: 0.3031 loss_bbox_4: 0.1804 loss_giou_4: 0.3373 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:05] d2.utils.events INFO: eta: 17:17:15 iter: 228639 total_loss: 5.608 loss_ce: 0.2788 loss_bbox: 0.1826 loss_giou: 0.317 loss_ce_0: 0.4852 loss_bbox_0: 0.3012 loss_giou_0: 0.4932 loss_ce_1: 0.3754 loss_bbox_1: 0.2128 loss_giou_1: 0.3663 loss_ce_2: 0.3084 loss_bbox_2: 0.1913 loss_giou_2: 0.3296 loss_ce_3: 0.291 loss_bbox_3: 0.1863 loss_giou_3: 0.3197 loss_ce_4: 0.2816 loss_bbox_4: 0.1819 loss_giou_4: 0.3215 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:10] d2.utils.events INFO: eta: 17:17:13 iter: 228659 total_loss: 5.319 loss_ce: 0.276 loss_bbox: 0.1836 loss_giou: 0.3285 loss_ce_0: 0.4865 loss_bbox_0: 0.3064 loss_giou_0: 0.4781 loss_ce_1: 0.3854 loss_bbox_1: 0.2023 loss_giou_1: 0.3603 loss_ce_2: 0.3209 loss_bbox_2: 0.1832 loss_giou_2: 0.3342 loss_ce_3: 0.2939 loss_bbox_3: 0.1806 loss_giou_3: 0.3276 loss_ce_4: 0.2795 loss_bbox_4: 0.1855 loss_giou_4: 0.328 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:16] d2.utils.events INFO: eta: 17:16:52 iter: 228679 total_loss: 5.493 loss_ce: 0.2802 loss_bbox: 0.1916 loss_giou: 0.3137 loss_ce_0: 0.5132 loss_bbox_0: 0.3177 loss_giou_0: 0.4725 loss_ce_1: 0.3844 loss_bbox_1: 0.2268 loss_giou_1: 0.3656 loss_ce_2: 0.3308 loss_bbox_2: 0.2013 loss_giou_2: 0.3318 loss_ce_3: 0.3027 loss_bbox_3: 0.1936 loss_giou_3: 0.327 loss_ce_4: 0.2826 loss_bbox_4: 0.1938 loss_giou_4: 0.3143 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:21] d2.utils.events INFO: eta: 17:16:41 iter: 228699 total_loss: 5.839 loss_ce: 0.2889 loss_bbox: 0.1853 loss_giou: 0.3515 loss_ce_0: 0.5172 loss_bbox_0: 0.316 loss_giou_0: 0.5391 loss_ce_1: 0.3962 loss_bbox_1: 0.2256 loss_giou_1: 0.4152 loss_ce_2: 0.3495 loss_bbox_2: 0.2013 loss_giou_2: 0.3665 loss_ce_3: 0.3082 loss_bbox_3: 0.1951 loss_giou_3: 0.3609 loss_ce_4: 0.2958 loss_bbox_4: 0.1885 loss_giou_4: 0.3546 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:27] d2.utils.events INFO: eta: 17:16:41 iter: 228719 total_loss: 5.641 loss_ce: 0.2766 loss_bbox: 0.1906 loss_giou: 0.3307 loss_ce_0: 0.4991 loss_bbox_0: 0.3034 loss_giou_0: 0.5045 loss_ce_1: 0.3934 loss_bbox_1: 0.2198 loss_giou_1: 0.3694 loss_ce_2: 0.3334 loss_bbox_2: 0.1916 loss_giou_2: 0.3479 loss_ce_3: 0.2879 loss_bbox_3: 0.1894 loss_giou_3: 0.3393 loss_ce_4: 0.2878 loss_bbox_4: 0.1869 loss_giou_4: 0.3324 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:33] d2.utils.events INFO: eta: 17:17:01 iter: 228739 total_loss: 5.391 loss_ce: 0.2751 loss_bbox: 0.1739 loss_giou: 0.3331 loss_ce_0: 0.4756 loss_bbox_0: 0.2958 loss_giou_0: 0.5236 loss_ce_1: 0.3768 loss_bbox_1: 0.2125 loss_giou_1: 0.3702 loss_ce_2: 0.3149 loss_bbox_2: 0.1913 loss_giou_2: 0.3399 loss_ce_3: 0.2812 loss_bbox_3: 0.1859 loss_giou_3: 0.3324 loss_ce_4: 0.2718 loss_bbox_4: 0.1781 loss_giou_4: 0.3316 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:38] d2.utils.events INFO: eta: 17:16:35 iter: 228759 total_loss: 5.602 loss_ce: 0.2916 loss_bbox: 0.1836 loss_giou: 0.3173 loss_ce_0: 0.504 loss_bbox_0: 0.3092 loss_giou_0: 0.5076 loss_ce_1: 0.3871 loss_bbox_1: 0.217 loss_giou_1: 0.3738 loss_ce_2: 0.3228 loss_bbox_2: 0.2032 loss_giou_2: 0.3419 loss_ce_3: 0.3073 loss_bbox_3: 0.1909 loss_giou_3: 0.3227 loss_ce_4: 0.2965 loss_bbox_4: 0.1832 loss_giou_4: 0.3176 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:44] d2.utils.events INFO: eta: 17:16:16 iter: 228779 total_loss: 5.72 loss_ce: 0.2799 loss_bbox: 0.1849 loss_giou: 0.3368 loss_ce_0: 0.5059 loss_bbox_0: 0.3001 loss_giou_0: 0.5193 loss_ce_1: 0.3842 loss_bbox_1: 0.2117 loss_giou_1: 0.3881 loss_ce_2: 0.3228 loss_bbox_2: 0.1884 loss_giou_2: 0.3557 loss_ce_3: 0.2928 loss_bbox_3: 0.1867 loss_giou_3: 0.3469 loss_ce_4: 0.2791 loss_bbox_4: 0.1807 loss_giou_4: 0.34 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:50] d2.utils.events INFO: eta: 17:16:13 iter: 228799 total_loss: 5.823 loss_ce: 0.2974 loss_bbox: 0.1809 loss_giou: 0.346 loss_ce_0: 0.4933 loss_bbox_0: 0.3066 loss_giou_0: 0.538 loss_ce_1: 0.3856 loss_bbox_1: 0.2144 loss_giou_1: 0.4004 loss_ce_2: 0.3367 loss_bbox_2: 0.1954 loss_giou_2: 0.3646 loss_ce_3: 0.3114 loss_bbox_3: 0.1866 loss_giou_3: 0.3513 loss_ce_4: 0.3012 loss_bbox_4: 0.1825 loss_giou_4: 0.348 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:52:56] d2.utils.events INFO: eta: 17:16:07 iter: 228819 total_loss: 5.551 loss_ce: 0.2763 loss_bbox: 0.1733 loss_giou: 0.3287 loss_ce_0: 0.4981 loss_bbox_0: 0.3125 loss_giou_0: 0.4863 loss_ce_1: 0.3836 loss_bbox_1: 0.2135 loss_giou_1: 0.375 loss_ce_2: 0.32 loss_bbox_2: 0.1933 loss_giou_2: 0.3452 loss_ce_3: 0.293 loss_bbox_3: 0.1845 loss_giou_3: 0.3365 loss_ce_4: 0.2806 loss_bbox_4: 0.1742 loss_giou_4: 0.3295 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:01] d2.utils.events INFO: eta: 17:15:47 iter: 228839 total_loss: 5.511 loss_ce: 0.2864 loss_bbox: 0.1992 loss_giou: 0.3114 loss_ce_0: 0.4899 loss_bbox_0: 0.3206 loss_giou_0: 0.5089 loss_ce_1: 0.3834 loss_bbox_1: 0.2347 loss_giou_1: 0.3696 loss_ce_2: 0.3357 loss_bbox_2: 0.2185 loss_giou_2: 0.3411 loss_ce_3: 0.3024 loss_bbox_3: 0.2063 loss_giou_3: 0.33 loss_ce_4: 0.2923 loss_bbox_4: 0.2065 loss_giou_4: 0.3179 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:07] d2.utils.events INFO: eta: 17:15:46 iter: 228859 total_loss: 5.696 loss_ce: 0.3007 loss_bbox: 0.1862 loss_giou: 0.3291 loss_ce_0: 0.5035 loss_bbox_0: 0.3222 loss_giou_0: 0.5233 loss_ce_1: 0.3958 loss_bbox_1: 0.2234 loss_giou_1: 0.3796 loss_ce_2: 0.3439 loss_bbox_2: 0.199 loss_giou_2: 0.3538 loss_ce_3: 0.3082 loss_bbox_3: 0.1928 loss_giou_3: 0.3395 loss_ce_4: 0.3001 loss_bbox_4: 0.1915 loss_giou_4: 0.3347 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:12] d2.utils.events INFO: eta: 17:15:40 iter: 228879 total_loss: 5.474 loss_ce: 0.2814 loss_bbox: 0.1797 loss_giou: 0.3267 loss_ce_0: 0.4839 loss_bbox_0: 0.2993 loss_giou_0: 0.5083 loss_ce_1: 0.3851 loss_bbox_1: 0.2172 loss_giou_1: 0.3778 loss_ce_2: 0.3241 loss_bbox_2: 0.1936 loss_giou_2: 0.3445 loss_ce_3: 0.2986 loss_bbox_3: 0.1881 loss_giou_3: 0.3391 loss_ce_4: 0.2882 loss_bbox_4: 0.1804 loss_giou_4: 0.3297 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:18] d2.utils.events INFO: eta: 17:15:39 iter: 228899 total_loss: 5.661 loss_ce: 0.3009 loss_bbox: 0.1816 loss_giou: 0.3375 loss_ce_0: 0.5014 loss_bbox_0: 0.2999 loss_giou_0: 0.5193 loss_ce_1: 0.3897 loss_bbox_1: 0.2118 loss_giou_1: 0.3895 loss_ce_2: 0.3432 loss_bbox_2: 0.199 loss_giou_2: 0.3617 loss_ce_3: 0.3143 loss_bbox_3: 0.1875 loss_giou_3: 0.3532 loss_ce_4: 0.303 loss_bbox_4: 0.1851 loss_giou_4: 0.3412 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:24] d2.utils.events INFO: eta: 17:15:29 iter: 228919 total_loss: 5.413 loss_ce: 0.2583 loss_bbox: 0.1761 loss_giou: 0.3389 loss_ce_0: 0.4636 loss_bbox_0: 0.2929 loss_giou_0: 0.5074 loss_ce_1: 0.3574 loss_bbox_1: 0.2121 loss_giou_1: 0.3858 loss_ce_2: 0.3105 loss_bbox_2: 0.1898 loss_giou_2: 0.361 loss_ce_3: 0.2787 loss_bbox_3: 0.1822 loss_giou_3: 0.3478 loss_ce_4: 0.2545 loss_bbox_4: 0.1779 loss_giou_4: 0.3432 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:29] d2.utils.events INFO: eta: 17:15:19 iter: 228939 total_loss: 5.738 loss_ce: 0.2892 loss_bbox: 0.1765 loss_giou: 0.3303 loss_ce_0: 0.4857 loss_bbox_0: 0.3172 loss_giou_0: 0.5086 loss_ce_1: 0.4004 loss_bbox_1: 0.2085 loss_giou_1: 0.3899 loss_ce_2: 0.3413 loss_bbox_2: 0.1925 loss_giou_2: 0.3543 loss_ce_3: 0.3049 loss_bbox_3: 0.1845 loss_giou_3: 0.341 loss_ce_4: 0.3004 loss_bbox_4: 0.1744 loss_giou_4: 0.3365 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:35] d2.utils.events INFO: eta: 17:14:50 iter: 228959 total_loss: 5.783 loss_ce: 0.2879 loss_bbox: 0.1835 loss_giou: 0.3517 loss_ce_0: 0.4941 loss_bbox_0: 0.2995 loss_giou_0: 0.5274 loss_ce_1: 0.381 loss_bbox_1: 0.2031 loss_giou_1: 0.4015 loss_ce_2: 0.3207 loss_bbox_2: 0.183 loss_giou_2: 0.3666 loss_ce_3: 0.2962 loss_bbox_3: 0.1862 loss_giou_3: 0.3589 loss_ce_4: 0.2863 loss_bbox_4: 0.1829 loss_giou_4: 0.3541 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:41] d2.utils.events INFO: eta: 17:14:44 iter: 228979 total_loss: 5.604 loss_ce: 0.264 loss_bbox: 0.1777 loss_giou: 0.3376 loss_ce_0: 0.4908 loss_bbox_0: 0.3105 loss_giou_0: 0.5224 loss_ce_1: 0.385 loss_bbox_1: 0.2127 loss_giou_1: 0.3926 loss_ce_2: 0.3121 loss_bbox_2: 0.1924 loss_giou_2: 0.3589 loss_ce_3: 0.2768 loss_bbox_3: 0.1816 loss_giou_3: 0.3493 loss_ce_4: 0.268 loss_bbox_4: 0.1833 loss_giou_4: 0.3481 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:46] d2.utils.events INFO: eta: 17:14:16 iter: 228999 total_loss: 5.571 loss_ce: 0.2838 loss_bbox: 0.1738 loss_giou: 0.3477 loss_ce_0: 0.4752 loss_bbox_0: 0.293 loss_giou_0: 0.5377 loss_ce_1: 0.3801 loss_bbox_1: 0.2125 loss_giou_1: 0.3866 loss_ce_2: 0.3205 loss_bbox_2: 0.1927 loss_giou_2: 0.3607 loss_ce_3: 0.2807 loss_bbox_3: 0.1824 loss_giou_3: 0.3507 loss_ce_4: 0.2836 loss_bbox_4: 0.1748 loss_giou_4: 0.345 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:52] d2.utils.events INFO: eta: 17:14:13 iter: 229019 total_loss: 5.583 loss_ce: 0.2814 loss_bbox: 0.1987 loss_giou: 0.3293 loss_ce_0: 0.4774 loss_bbox_0: 0.3173 loss_giou_0: 0.4995 loss_ce_1: 0.3761 loss_bbox_1: 0.2225 loss_giou_1: 0.3716 loss_ce_2: 0.3008 loss_bbox_2: 0.2059 loss_giou_2: 0.3466 loss_ce_3: 0.2901 loss_bbox_3: 0.2072 loss_giou_3: 0.3305 loss_ce_4: 0.2801 loss_bbox_4: 0.2019 loss_giou_4: 0.3257 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 07:53:58] d2.utils.events INFO: eta: 17:14:03 iter: 229039 total_loss: 5.582 loss_ce: 0.2895 loss_bbox: 0.1936 loss_giou: 0.3229 loss_ce_0: 0.4842 loss_bbox_0: 0.3059 loss_giou_0: 0.4941 loss_ce_1: 0.3874 loss_bbox_1: 0.2273 loss_giou_1: 0.373 loss_ce_2: 0.3278 loss_bbox_2: 0.2085 loss_giou_2: 0.3437 loss_ce_3: 0.3047 loss_bbox_3: 0.199 loss_giou_3: 0.3324 loss_ce_4: 0.29 loss_bbox_4: 0.1958 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:03] d2.utils.events INFO: eta: 17:13:05 iter: 229059 total_loss: 5.481 loss_ce: 0.2757 loss_bbox: 0.1784 loss_giou: 0.3095 loss_ce_0: 0.4789 loss_bbox_0: 0.3033 loss_giou_0: 0.4823 loss_ce_1: 0.382 loss_bbox_1: 0.2135 loss_giou_1: 0.3486 loss_ce_2: 0.3213 loss_bbox_2: 0.1909 loss_giou_2: 0.3281 loss_ce_3: 0.293 loss_bbox_3: 0.186 loss_giou_3: 0.3173 loss_ce_4: 0.2796 loss_bbox_4: 0.1803 loss_giou_4: 0.3112 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:09] d2.utils.events INFO: eta: 17:12:59 iter: 229079 total_loss: 5.449 loss_ce: 0.2709 loss_bbox: 0.1884 loss_giou: 0.3293 loss_ce_0: 0.4965 loss_bbox_0: 0.3167 loss_giou_0: 0.4974 loss_ce_1: 0.3835 loss_bbox_1: 0.2283 loss_giou_1: 0.369 loss_ce_2: 0.3172 loss_bbox_2: 0.2031 loss_giou_2: 0.342 loss_ce_3: 0.2827 loss_bbox_3: 0.1943 loss_giou_3: 0.3392 loss_ce_4: 0.2641 loss_bbox_4: 0.1914 loss_giou_4: 0.3312 time: 0.2801 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:15] d2.utils.events INFO: eta: 17:13:11 iter: 229099 total_loss: 5.432 loss_ce: 0.2773 loss_bbox: 0.1732 loss_giou: 0.328 loss_ce_0: 0.4928 loss_bbox_0: 0.3024 loss_giou_0: 0.5015 loss_ce_1: 0.3875 loss_bbox_1: 0.2133 loss_giou_1: 0.3684 loss_ce_2: 0.3179 loss_bbox_2: 0.1935 loss_giou_2: 0.3411 loss_ce_3: 0.2874 loss_bbox_3: 0.1781 loss_giou_3: 0.3341 loss_ce_4: 0.2816 loss_bbox_4: 0.1767 loss_giou_4: 0.3307 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:20] d2.utils.events INFO: eta: 17:13:47 iter: 229119 total_loss: 5.794 loss_ce: 0.2822 loss_bbox: 0.1767 loss_giou: 0.3406 loss_ce_0: 0.4833 loss_bbox_0: 0.3102 loss_giou_0: 0.5288 loss_ce_1: 0.386 loss_bbox_1: 0.2115 loss_giou_1: 0.3861 loss_ce_2: 0.3135 loss_bbox_2: 0.1917 loss_giou_2: 0.3486 loss_ce_3: 0.2834 loss_bbox_3: 0.1854 loss_giou_3: 0.3442 loss_ce_4: 0.2752 loss_bbox_4: 0.1829 loss_giou_4: 0.3441 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:26] d2.utils.events INFO: eta: 17:13:39 iter: 229139 total_loss: 5.663 loss_ce: 0.2743 loss_bbox: 0.1774 loss_giou: 0.3142 loss_ce_0: 0.4883 loss_bbox_0: 0.2928 loss_giou_0: 0.5166 loss_ce_1: 0.3868 loss_bbox_1: 0.2078 loss_giou_1: 0.3774 loss_ce_2: 0.3165 loss_bbox_2: 0.1884 loss_giou_2: 0.3381 loss_ce_3: 0.2833 loss_bbox_3: 0.1783 loss_giou_3: 0.3239 loss_ce_4: 0.2807 loss_bbox_4: 0.177 loss_giou_4: 0.3179 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:32] d2.utils.events INFO: eta: 17:13:34 iter: 229159 total_loss: 5.733 loss_ce: 0.2995 loss_bbox: 0.1881 loss_giou: 0.3256 loss_ce_0: 0.4903 loss_bbox_0: 0.2969 loss_giou_0: 0.5095 loss_ce_1: 0.3968 loss_bbox_1: 0.2103 loss_giou_1: 0.3704 loss_ce_2: 0.3403 loss_bbox_2: 0.1993 loss_giou_2: 0.3411 loss_ce_3: 0.3058 loss_bbox_3: 0.1919 loss_giou_3: 0.334 loss_ce_4: 0.2909 loss_bbox_4: 0.1872 loss_giou_4: 0.3314 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:38] d2.utils.events INFO: eta: 17:13:28 iter: 229179 total_loss: 5.529 loss_ce: 0.2846 loss_bbox: 0.162 loss_giou: 0.3159 loss_ce_0: 0.4884 loss_bbox_0: 0.2942 loss_giou_0: 0.5135 loss_ce_1: 0.3872 loss_bbox_1: 0.1992 loss_giou_1: 0.3604 loss_ce_2: 0.3184 loss_bbox_2: 0.1787 loss_giou_2: 0.3373 loss_ce_3: 0.2868 loss_bbox_3: 0.1667 loss_giou_3: 0.3243 loss_ce_4: 0.2851 loss_bbox_4: 0.1651 loss_giou_4: 0.3182 time: 0.2801 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:43] d2.utils.events INFO: eta: 17:13:29 iter: 229199 total_loss: 5.684 loss_ce: 0.2945 loss_bbox: 0.1803 loss_giou: 0.337 loss_ce_0: 0.5005 loss_bbox_0: 0.313 loss_giou_0: 0.5326 loss_ce_1: 0.394 loss_bbox_1: 0.2155 loss_giou_1: 0.3821 loss_ce_2: 0.342 loss_bbox_2: 0.2005 loss_giou_2: 0.3577 loss_ce_3: 0.3072 loss_bbox_3: 0.1939 loss_giou_3: 0.3502 loss_ce_4: 0.3002 loss_bbox_4: 0.1869 loss_giou_4: 0.3389 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:49] d2.utils.events INFO: eta: 17:13:37 iter: 229219 total_loss: 5.782 loss_ce: 0.2707 loss_bbox: 0.1732 loss_giou: 0.3466 loss_ce_0: 0.4885 loss_bbox_0: 0.2886 loss_giou_0: 0.5156 loss_ce_1: 0.3872 loss_bbox_1: 0.2111 loss_giou_1: 0.393 loss_ce_2: 0.3156 loss_bbox_2: 0.1867 loss_giou_2: 0.3682 loss_ce_3: 0.2894 loss_bbox_3: 0.1835 loss_giou_3: 0.3555 loss_ce_4: 0.2754 loss_bbox_4: 0.1794 loss_giou_4: 0.3476 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:54:55] d2.utils.events INFO: eta: 17:14:02 iter: 229239 total_loss: 5.868 loss_ce: 0.2767 loss_bbox: 0.1822 loss_giou: 0.3611 loss_ce_0: 0.488 loss_bbox_0: 0.2992 loss_giou_0: 0.528 loss_ce_1: 0.3699 loss_bbox_1: 0.2188 loss_giou_1: 0.4105 loss_ce_2: 0.3198 loss_bbox_2: 0.191 loss_giou_2: 0.3814 loss_ce_3: 0.2927 loss_bbox_3: 0.1867 loss_giou_3: 0.3737 loss_ce_4: 0.2818 loss_bbox_4: 0.1843 loss_giou_4: 0.373 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:00] d2.utils.events INFO: eta: 17:13:29 iter: 229259 total_loss: 5.453 loss_ce: 0.2739 loss_bbox: 0.1788 loss_giou: 0.3154 loss_ce_0: 0.4938 loss_bbox_0: 0.2989 loss_giou_0: 0.4979 loss_ce_1: 0.3683 loss_bbox_1: 0.2099 loss_giou_1: 0.3647 loss_ce_2: 0.3158 loss_bbox_2: 0.1878 loss_giou_2: 0.3325 loss_ce_3: 0.2878 loss_bbox_3: 0.1809 loss_giou_3: 0.3245 loss_ce_4: 0.2725 loss_bbox_4: 0.179 loss_giou_4: 0.3149 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:06] d2.utils.events INFO: eta: 17:12:58 iter: 229279 total_loss: 5.597 loss_ce: 0.2762 loss_bbox: 0.1704 loss_giou: 0.3229 loss_ce_0: 0.483 loss_bbox_0: 0.2943 loss_giou_0: 0.5142 loss_ce_1: 0.3868 loss_bbox_1: 0.21 loss_giou_1: 0.3851 loss_ce_2: 0.3193 loss_bbox_2: 0.1825 loss_giou_2: 0.3416 loss_ce_3: 0.296 loss_bbox_3: 0.1778 loss_giou_3: 0.3391 loss_ce_4: 0.2841 loss_bbox_4: 0.1702 loss_giou_4: 0.3311 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:12] d2.utils.events INFO: eta: 17:12:32 iter: 229299 total_loss: 5.727 loss_ce: 0.2931 loss_bbox: 0.1709 loss_giou: 0.3358 loss_ce_0: 0.483 loss_bbox_0: 0.3042 loss_giou_0: 0.5312 loss_ce_1: 0.3897 loss_bbox_1: 0.2007 loss_giou_1: 0.3815 loss_ce_2: 0.3276 loss_bbox_2: 0.182 loss_giou_2: 0.3566 loss_ce_3: 0.3035 loss_bbox_3: 0.1795 loss_giou_3: 0.3512 loss_ce_4: 0.2959 loss_bbox_4: 0.1727 loss_giou_4: 0.3398 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:17] d2.utils.events INFO: eta: 17:12:40 iter: 229319 total_loss: 5.506 loss_ce: 0.2815 loss_bbox: 0.1705 loss_giou: 0.3305 loss_ce_0: 0.4722 loss_bbox_0: 0.2921 loss_giou_0: 0.5292 loss_ce_1: 0.3698 loss_bbox_1: 0.2021 loss_giou_1: 0.3812 loss_ce_2: 0.3221 loss_bbox_2: 0.1867 loss_giou_2: 0.3552 loss_ce_3: 0.2922 loss_bbox_3: 0.1805 loss_giou_3: 0.3444 loss_ce_4: 0.2844 loss_bbox_4: 0.174 loss_giou_4: 0.3314 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:23] d2.utils.events INFO: eta: 17:12:40 iter: 229339 total_loss: 5.655 loss_ce: 0.2813 loss_bbox: 0.1833 loss_giou: 0.3317 loss_ce_0: 0.4983 loss_bbox_0: 0.3142 loss_giou_0: 0.4841 loss_ce_1: 0.3934 loss_bbox_1: 0.2201 loss_giou_1: 0.3672 loss_ce_2: 0.3279 loss_bbox_2: 0.1955 loss_giou_2: 0.3411 loss_ce_3: 0.3064 loss_bbox_3: 0.1909 loss_giou_3: 0.3305 loss_ce_4: 0.2813 loss_bbox_4: 0.1896 loss_giou_4: 0.3317 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:29] d2.utils.events INFO: eta: 17:12:24 iter: 229359 total_loss: 5.565 loss_ce: 0.2787 loss_bbox: 0.1785 loss_giou: 0.3285 loss_ce_0: 0.4662 loss_bbox_0: 0.3126 loss_giou_0: 0.4992 loss_ce_1: 0.3753 loss_bbox_1: 0.2138 loss_giou_1: 0.3646 loss_ce_2: 0.3177 loss_bbox_2: 0.1872 loss_giou_2: 0.3421 loss_ce_3: 0.292 loss_bbox_3: 0.1804 loss_giou_3: 0.3362 loss_ce_4: 0.2764 loss_bbox_4: 0.1777 loss_giou_4: 0.3317 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:34] d2.utils.events INFO: eta: 17:12:32 iter: 229379 total_loss: 5.642 loss_ce: 0.2689 loss_bbox: 0.1817 loss_giou: 0.3228 loss_ce_0: 0.4909 loss_bbox_0: 0.3029 loss_giou_0: 0.5041 loss_ce_1: 0.3797 loss_bbox_1: 0.2209 loss_giou_1: 0.3678 loss_ce_2: 0.315 loss_bbox_2: 0.2023 loss_giou_2: 0.3439 loss_ce_3: 0.2948 loss_bbox_3: 0.1875 loss_giou_3: 0.3282 loss_ce_4: 0.2804 loss_bbox_4: 0.1883 loss_giou_4: 0.3242 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:40] d2.utils.events INFO: eta: 17:11:19 iter: 229399 total_loss: 5.701 loss_ce: 0.2894 loss_bbox: 0.1775 loss_giou: 0.322 loss_ce_0: 0.4878 loss_bbox_0: 0.3095 loss_giou_0: 0.5232 loss_ce_1: 0.3905 loss_bbox_1: 0.2141 loss_giou_1: 0.3854 loss_ce_2: 0.3213 loss_bbox_2: 0.1928 loss_giou_2: 0.3462 loss_ce_3: 0.3003 loss_bbox_3: 0.1834 loss_giou_3: 0.3374 loss_ce_4: 0.2856 loss_bbox_4: 0.1779 loss_giou_4: 0.3306 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:46] d2.utils.events INFO: eta: 17:11:09 iter: 229419 total_loss: 5.367 loss_ce: 0.2652 loss_bbox: 0.1702 loss_giou: 0.3246 loss_ce_0: 0.4847 loss_bbox_0: 0.3082 loss_giou_0: 0.5157 loss_ce_1: 0.3761 loss_bbox_1: 0.2017 loss_giou_1: 0.3643 loss_ce_2: 0.3105 loss_bbox_2: 0.1894 loss_giou_2: 0.3462 loss_ce_3: 0.271 loss_bbox_3: 0.1837 loss_giou_3: 0.3384 loss_ce_4: 0.2633 loss_bbox_4: 0.175 loss_giou_4: 0.3304 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:51] d2.utils.events INFO: eta: 17:11:39 iter: 229439 total_loss: 5.532 loss_ce: 0.2691 loss_bbox: 0.182 loss_giou: 0.3484 loss_ce_0: 0.477 loss_bbox_0: 0.3068 loss_giou_0: 0.5399 loss_ce_1: 0.3707 loss_bbox_1: 0.2093 loss_giou_1: 0.3974 loss_ce_2: 0.3085 loss_bbox_2: 0.1945 loss_giou_2: 0.3611 loss_ce_3: 0.277 loss_bbox_3: 0.186 loss_giou_3: 0.3583 loss_ce_4: 0.2703 loss_bbox_4: 0.1812 loss_giou_4: 0.3532 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 07:55:57] d2.utils.events INFO: eta: 17:11:06 iter: 229459 total_loss: 5.489 loss_ce: 0.2759 loss_bbox: 0.1766 loss_giou: 0.3172 loss_ce_0: 0.4924 loss_bbox_0: 0.3108 loss_giou_0: 0.5104 loss_ce_1: 0.3857 loss_bbox_1: 0.2151 loss_giou_1: 0.3732 loss_ce_2: 0.319 loss_bbox_2: 0.1899 loss_giou_2: 0.3383 loss_ce_3: 0.2927 loss_bbox_3: 0.1833 loss_giou_3: 0.3271 loss_ce_4: 0.2824 loss_bbox_4: 0.1808 loss_giou_4: 0.3226 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:03] d2.utils.events INFO: eta: 17:10:48 iter: 229479 total_loss: 5.547 loss_ce: 0.2599 loss_bbox: 0.1735 loss_giou: 0.3371 loss_ce_0: 0.4913 loss_bbox_0: 0.3086 loss_giou_0: 0.5216 loss_ce_1: 0.3756 loss_bbox_1: 0.2111 loss_giou_1: 0.3933 loss_ce_2: 0.304 loss_bbox_2: 0.1929 loss_giou_2: 0.356 loss_ce_3: 0.2747 loss_bbox_3: 0.1821 loss_giou_3: 0.347 loss_ce_4: 0.2628 loss_bbox_4: 0.1743 loss_giou_4: 0.3395 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:08] d2.utils.events INFO: eta: 17:10:39 iter: 229499 total_loss: 5.549 loss_ce: 0.2684 loss_bbox: 0.1842 loss_giou: 0.33 loss_ce_0: 0.4715 loss_bbox_0: 0.3056 loss_giou_0: 0.4902 loss_ce_1: 0.377 loss_bbox_1: 0.2141 loss_giou_1: 0.3662 loss_ce_2: 0.3179 loss_bbox_2: 0.1968 loss_giou_2: 0.3442 loss_ce_3: 0.2893 loss_bbox_3: 0.1864 loss_giou_3: 0.3308 loss_ce_4: 0.2729 loss_bbox_4: 0.1867 loss_giou_4: 0.3308 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:14] d2.utils.events INFO: eta: 17:10:13 iter: 229519 total_loss: 5.383 loss_ce: 0.2741 loss_bbox: 0.1632 loss_giou: 0.3218 loss_ce_0: 0.4759 loss_bbox_0: 0.2866 loss_giou_0: 0.5135 loss_ce_1: 0.3764 loss_bbox_1: 0.1907 loss_giou_1: 0.3787 loss_ce_2: 0.3083 loss_bbox_2: 0.1744 loss_giou_2: 0.3494 loss_ce_3: 0.2894 loss_bbox_3: 0.1709 loss_giou_3: 0.3442 loss_ce_4: 0.2727 loss_bbox_4: 0.1669 loss_giou_4: 0.33 time: 0.2801 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:20] d2.utils.events INFO: eta: 17:10:03 iter: 229539 total_loss: 5.598 loss_ce: 0.2681 loss_bbox: 0.185 loss_giou: 0.3299 loss_ce_0: 0.4703 loss_bbox_0: 0.321 loss_giou_0: 0.5093 loss_ce_1: 0.3606 loss_bbox_1: 0.2162 loss_giou_1: 0.3886 loss_ce_2: 0.3052 loss_bbox_2: 0.1945 loss_giou_2: 0.3577 loss_ce_3: 0.2799 loss_bbox_3: 0.185 loss_giou_3: 0.3427 loss_ce_4: 0.2713 loss_bbox_4: 0.1873 loss_giou_4: 0.3356 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:25] d2.utils.events INFO: eta: 17:09:57 iter: 229559 total_loss: 5.567 loss_ce: 0.2836 loss_bbox: 0.1747 loss_giou: 0.3205 loss_ce_0: 0.4848 loss_bbox_0: 0.3001 loss_giou_0: 0.5002 loss_ce_1: 0.3824 loss_bbox_1: 0.2073 loss_giou_1: 0.384 loss_ce_2: 0.305 loss_bbox_2: 0.1911 loss_giou_2: 0.3507 loss_ce_3: 0.2731 loss_bbox_3: 0.1828 loss_giou_3: 0.3346 loss_ce_4: 0.2684 loss_bbox_4: 0.1799 loss_giou_4: 0.3199 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:31] d2.utils.events INFO: eta: 17:09:56 iter: 229579 total_loss: 5.406 loss_ce: 0.2575 loss_bbox: 0.183 loss_giou: 0.3258 loss_ce_0: 0.4801 loss_bbox_0: 0.3039 loss_giou_0: 0.5203 loss_ce_1: 0.3654 loss_bbox_1: 0.2018 loss_giou_1: 0.38 loss_ce_2: 0.3043 loss_bbox_2: 0.1911 loss_giou_2: 0.3445 loss_ce_3: 0.268 loss_bbox_3: 0.1873 loss_giou_3: 0.3342 loss_ce_4: 0.261 loss_bbox_4: 0.1849 loss_giou_4: 0.3282 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:37] d2.utils.events INFO: eta: 17:09:45 iter: 229599 total_loss: 5.645 loss_ce: 0.2752 loss_bbox: 0.1768 loss_giou: 0.3346 loss_ce_0: 0.4847 loss_bbox_0: 0.2926 loss_giou_0: 0.5345 loss_ce_1: 0.3853 loss_bbox_1: 0.2074 loss_giou_1: 0.3921 loss_ce_2: 0.3235 loss_bbox_2: 0.1924 loss_giou_2: 0.3517 loss_ce_3: 0.2894 loss_bbox_3: 0.1856 loss_giou_3: 0.3474 loss_ce_4: 0.2741 loss_bbox_4: 0.1806 loss_giou_4: 0.3418 time: 0.2801 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:42] d2.utils.events INFO: eta: 17:09:36 iter: 229619 total_loss: 5.515 loss_ce: 0.2758 loss_bbox: 0.169 loss_giou: 0.3159 loss_ce_0: 0.4937 loss_bbox_0: 0.3013 loss_giou_0: 0.5023 loss_ce_1: 0.3868 loss_bbox_1: 0.2017 loss_giou_1: 0.3685 loss_ce_2: 0.3241 loss_bbox_2: 0.1862 loss_giou_2: 0.3434 loss_ce_3: 0.301 loss_bbox_3: 0.178 loss_giou_3: 0.3292 loss_ce_4: 0.2851 loss_bbox_4: 0.1728 loss_giou_4: 0.3248 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:48] d2.utils.events INFO: eta: 17:09:39 iter: 229639 total_loss: 5.634 loss_ce: 0.2799 loss_bbox: 0.1765 loss_giou: 0.3296 loss_ce_0: 0.5045 loss_bbox_0: 0.3125 loss_giou_0: 0.5393 loss_ce_1: 0.4032 loss_bbox_1: 0.2131 loss_giou_1: 0.3894 loss_ce_2: 0.339 loss_bbox_2: 0.1968 loss_giou_2: 0.3555 loss_ce_3: 0.3051 loss_bbox_3: 0.1855 loss_giou_3: 0.3425 loss_ce_4: 0.2847 loss_bbox_4: 0.1845 loss_giou_4: 0.3329 time: 0.2801 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:54] d2.utils.events INFO: eta: 17:09:23 iter: 229659 total_loss: 5.783 loss_ce: 0.2795 loss_bbox: 0.1797 loss_giou: 0.3455 loss_ce_0: 0.5004 loss_bbox_0: 0.3086 loss_giou_0: 0.5378 loss_ce_1: 0.3955 loss_bbox_1: 0.2051 loss_giou_1: 0.3992 loss_ce_2: 0.3153 loss_bbox_2: 0.1895 loss_giou_2: 0.3672 loss_ce_3: 0.2899 loss_bbox_3: 0.187 loss_giou_3: 0.3561 loss_ce_4: 0.2819 loss_bbox_4: 0.1786 loss_giou_4: 0.3496 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 07:56:59] d2.utils.events INFO: eta: 17:09:18 iter: 229679 total_loss: 5.741 loss_ce: 0.2912 loss_bbox: 0.1833 loss_giou: 0.344 loss_ce_0: 0.4965 loss_bbox_0: 0.3131 loss_giou_0: 0.5163 loss_ce_1: 0.3965 loss_bbox_1: 0.2106 loss_giou_1: 0.3868 loss_ce_2: 0.3232 loss_bbox_2: 0.1911 loss_giou_2: 0.3538 loss_ce_3: 0.2931 loss_bbox_3: 0.1855 loss_giou_3: 0.3461 loss_ce_4: 0.2893 loss_bbox_4: 0.1802 loss_giou_4: 0.3413 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:05] d2.utils.events INFO: eta: 17:09:35 iter: 229699 total_loss: 5.663 loss_ce: 0.2744 loss_bbox: 0.1884 loss_giou: 0.3615 loss_ce_0: 0.4928 loss_bbox_0: 0.3112 loss_giou_0: 0.5424 loss_ce_1: 0.3747 loss_bbox_1: 0.2219 loss_giou_1: 0.4225 loss_ce_2: 0.313 loss_bbox_2: 0.1972 loss_giou_2: 0.3816 loss_ce_3: 0.2838 loss_bbox_3: 0.1934 loss_giou_3: 0.3793 loss_ce_4: 0.2772 loss_bbox_4: 0.1903 loss_giou_4: 0.3645 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:11] d2.utils.events INFO: eta: 17:09:29 iter: 229719 total_loss: 5.292 loss_ce: 0.2555 loss_bbox: 0.1797 loss_giou: 0.3113 loss_ce_0: 0.4764 loss_bbox_0: 0.3178 loss_giou_0: 0.4957 loss_ce_1: 0.3654 loss_bbox_1: 0.2193 loss_giou_1: 0.3632 loss_ce_2: 0.3065 loss_bbox_2: 0.1955 loss_giou_2: 0.3249 loss_ce_3: 0.268 loss_bbox_3: 0.1921 loss_giou_3: 0.3192 loss_ce_4: 0.2517 loss_bbox_4: 0.1835 loss_giou_4: 0.3163 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:17] d2.utils.events INFO: eta: 17:09:32 iter: 229739 total_loss: 5.631 loss_ce: 0.2864 loss_bbox: 0.1835 loss_giou: 0.3466 loss_ce_0: 0.4781 loss_bbox_0: 0.2965 loss_giou_0: 0.5185 loss_ce_1: 0.402 loss_bbox_1: 0.2118 loss_giou_1: 0.3886 loss_ce_2: 0.3392 loss_bbox_2: 0.1956 loss_giou_2: 0.3568 loss_ce_3: 0.3042 loss_bbox_3: 0.1918 loss_giou_3: 0.3492 loss_ce_4: 0.2898 loss_bbox_4: 0.1838 loss_giou_4: 0.3471 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:22] d2.utils.events INFO: eta: 17:09:58 iter: 229759 total_loss: 5.394 loss_ce: 0.253 loss_bbox: 0.1726 loss_giou: 0.3339 loss_ce_0: 0.472 loss_bbox_0: 0.2857 loss_giou_0: 0.5132 loss_ce_1: 0.3498 loss_bbox_1: 0.2044 loss_giou_1: 0.3762 loss_ce_2: 0.2877 loss_bbox_2: 0.1878 loss_giou_2: 0.3464 loss_ce_3: 0.264 loss_bbox_3: 0.1849 loss_giou_3: 0.3396 loss_ce_4: 0.2567 loss_bbox_4: 0.1736 loss_giou_4: 0.3358 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:28] d2.utils.events INFO: eta: 17:10:02 iter: 229779 total_loss: 5.395 loss_ce: 0.2399 loss_bbox: 0.165 loss_giou: 0.3306 loss_ce_0: 0.4902 loss_bbox_0: 0.2959 loss_giou_0: 0.5035 loss_ce_1: 0.3772 loss_bbox_1: 0.2011 loss_giou_1: 0.3755 loss_ce_2: 0.2959 loss_bbox_2: 0.1861 loss_giou_2: 0.35 loss_ce_3: 0.2692 loss_bbox_3: 0.1767 loss_giou_3: 0.3375 loss_ce_4: 0.2494 loss_bbox_4: 0.1673 loss_giou_4: 0.333 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:34] d2.utils.events INFO: eta: 17:09:41 iter: 229799 total_loss: 5.809 loss_ce: 0.2895 loss_bbox: 0.1825 loss_giou: 0.3463 loss_ce_0: 0.5155 loss_bbox_0: 0.3119 loss_giou_0: 0.5468 loss_ce_1: 0.3985 loss_bbox_1: 0.2187 loss_giou_1: 0.3958 loss_ce_2: 0.3276 loss_bbox_2: 0.1967 loss_giou_2: 0.3646 loss_ce_3: 0.3064 loss_bbox_3: 0.1853 loss_giou_3: 0.3499 loss_ce_4: 0.2937 loss_bbox_4: 0.1832 loss_giou_4: 0.3487 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:39] d2.utils.events INFO: eta: 17:09:41 iter: 229819 total_loss: 5.273 loss_ce: 0.2663 loss_bbox: 0.171 loss_giou: 0.3136 loss_ce_0: 0.4753 loss_bbox_0: 0.2996 loss_giou_0: 0.4917 loss_ce_1: 0.3661 loss_bbox_1: 0.2055 loss_giou_1: 0.366 loss_ce_2: 0.3042 loss_bbox_2: 0.1833 loss_giou_2: 0.3363 loss_ce_3: 0.2732 loss_bbox_3: 0.1753 loss_giou_3: 0.3199 loss_ce_4: 0.2583 loss_bbox_4: 0.1776 loss_giou_4: 0.317 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:45] d2.utils.events INFO: eta: 17:09:36 iter: 229839 total_loss: 5.577 loss_ce: 0.2917 loss_bbox: 0.1908 loss_giou: 0.3204 loss_ce_0: 0.5086 loss_bbox_0: 0.3144 loss_giou_0: 0.4815 loss_ce_1: 0.3952 loss_bbox_1: 0.2214 loss_giou_1: 0.3584 loss_ce_2: 0.3241 loss_bbox_2: 0.2046 loss_giou_2: 0.3319 loss_ce_3: 0.2925 loss_bbox_3: 0.1992 loss_giou_3: 0.3286 loss_ce_4: 0.2892 loss_bbox_4: 0.1948 loss_giou_4: 0.3233 time: 0.2801 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:50] d2.utils.events INFO: eta: 17:09:15 iter: 229859 total_loss: 5.435 loss_ce: 0.2667 loss_bbox: 0.1718 loss_giou: 0.3219 loss_ce_0: 0.4784 loss_bbox_0: 0.302 loss_giou_0: 0.4963 loss_ce_1: 0.3653 loss_bbox_1: 0.2064 loss_giou_1: 0.3622 loss_ce_2: 0.3076 loss_bbox_2: 0.1873 loss_giou_2: 0.3456 loss_ce_3: 0.2857 loss_bbox_3: 0.1831 loss_giou_3: 0.3333 loss_ce_4: 0.2734 loss_bbox_4: 0.177 loss_giou_4: 0.3294 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 07:57:56] d2.utils.events INFO: eta: 17:09:14 iter: 229879 total_loss: 5.54 loss_ce: 0.2774 loss_bbox: 0.1893 loss_giou: 0.3466 loss_ce_0: 0.5068 loss_bbox_0: 0.3077 loss_giou_0: 0.5284 loss_ce_1: 0.3886 loss_bbox_1: 0.2179 loss_giou_1: 0.387 loss_ce_2: 0.3221 loss_bbox_2: 0.1953 loss_giou_2: 0.3512 loss_ce_3: 0.2906 loss_bbox_3: 0.1959 loss_giou_3: 0.3449 loss_ce_4: 0.281 loss_bbox_4: 0.19 loss_giou_4: 0.3452 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:02] d2.utils.events INFO: eta: 17:09:04 iter: 229899 total_loss: 5.858 loss_ce: 0.2917 loss_bbox: 0.181 loss_giou: 0.3481 loss_ce_0: 0.5114 loss_bbox_0: 0.3083 loss_giou_0: 0.5295 loss_ce_1: 0.4099 loss_bbox_1: 0.2258 loss_giou_1: 0.3943 loss_ce_2: 0.3445 loss_bbox_2: 0.2022 loss_giou_2: 0.3706 loss_ce_3: 0.3037 loss_bbox_3: 0.1953 loss_giou_3: 0.36 loss_ce_4: 0.2929 loss_bbox_4: 0.182 loss_giou_4: 0.3503 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:08] d2.utils.events INFO: eta: 17:08:57 iter: 229919 total_loss: 5.318 loss_ce: 0.2764 loss_bbox: 0.1743 loss_giou: 0.3343 loss_ce_0: 0.4916 loss_bbox_0: 0.2961 loss_giou_0: 0.529 loss_ce_1: 0.3869 loss_bbox_1: 0.2021 loss_giou_1: 0.3792 loss_ce_2: 0.3247 loss_bbox_2: 0.1882 loss_giou_2: 0.3439 loss_ce_3: 0.296 loss_bbox_3: 0.1803 loss_giou_3: 0.3371 loss_ce_4: 0.2773 loss_bbox_4: 0.1798 loss_giou_4: 0.3348 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:13] d2.utils.events INFO: eta: 17:09:02 iter: 229939 total_loss: 5.601 loss_ce: 0.2903 loss_bbox: 0.1715 loss_giou: 0.3539 loss_ce_0: 0.4769 loss_bbox_0: 0.2872 loss_giou_0: 0.5351 loss_ce_1: 0.3836 loss_bbox_1: 0.1979 loss_giou_1: 0.3933 loss_ce_2: 0.3166 loss_bbox_2: 0.1867 loss_giou_2: 0.3703 loss_ce_3: 0.2971 loss_bbox_3: 0.1751 loss_giou_3: 0.3586 loss_ce_4: 0.2911 loss_bbox_4: 0.1689 loss_giou_4: 0.3503 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:19] d2.utils.events INFO: eta: 17:08:56 iter: 229959 total_loss: 5.379 loss_ce: 0.2601 loss_bbox: 0.1737 loss_giou: 0.3294 loss_ce_0: 0.4906 loss_bbox_0: 0.3127 loss_giou_0: 0.4908 loss_ce_1: 0.3816 loss_bbox_1: 0.2052 loss_giou_1: 0.3676 loss_ce_2: 0.3085 loss_bbox_2: 0.183 loss_giou_2: 0.3447 loss_ce_3: 0.2676 loss_bbox_3: 0.1766 loss_giou_3: 0.3307 loss_ce_4: 0.2604 loss_bbox_4: 0.1736 loss_giou_4: 0.3298 time: 0.2801 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:25] d2.utils.events INFO: eta: 17:08:50 iter: 229979 total_loss: 5.608 loss_ce: 0.2679 loss_bbox: 0.1934 loss_giou: 0.3273 loss_ce_0: 0.4909 loss_bbox_0: 0.3348 loss_giou_0: 0.497 loss_ce_1: 0.3755 loss_bbox_1: 0.2214 loss_giou_1: 0.3785 loss_ce_2: 0.3136 loss_bbox_2: 0.2058 loss_giou_2: 0.3586 loss_ce_3: 0.2888 loss_bbox_3: 0.1981 loss_giou_3: 0.3481 loss_ce_4: 0.2764 loss_bbox_4: 0.1914 loss_giou_4: 0.3352 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:30] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0229999.pth [11/03 07:58:32] d2.utils.events INFO: eta: 17:08:45 iter: 229999 total_loss: 5.51 loss_ce: 0.2704 loss_bbox: 0.1947 loss_giou: 0.3294 loss_ce_0: 0.4919 loss_bbox_0: 0.3108 loss_giou_0: 0.4952 loss_ce_1: 0.3839 loss_bbox_1: 0.2167 loss_giou_1: 0.3737 loss_ce_2: 0.3173 loss_bbox_2: 0.2082 loss_giou_2: 0.3568 loss_ce_3: 0.2846 loss_bbox_3: 0.1983 loss_giou_3: 0.3456 loss_ce_4: 0.271 loss_bbox_4: 0.1932 loss_giou_4: 0.3357 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:38] d2.utils.events INFO: eta: 17:08:45 iter: 230019 total_loss: 5.56 loss_ce: 0.2768 loss_bbox: 0.169 loss_giou: 0.3535 loss_ce_0: 0.4966 loss_bbox_0: 0.2926 loss_giou_0: 0.5248 loss_ce_1: 0.3997 loss_bbox_1: 0.1976 loss_giou_1: 0.3986 loss_ce_2: 0.323 loss_bbox_2: 0.1852 loss_giou_2: 0.3782 loss_ce_3: 0.2953 loss_bbox_3: 0.1782 loss_giou_3: 0.3654 loss_ce_4: 0.2799 loss_bbox_4: 0.1735 loss_giou_4: 0.3574 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:44] d2.utils.events INFO: eta: 17:08:39 iter: 230039 total_loss: 5.634 loss_ce: 0.2741 loss_bbox: 0.1706 loss_giou: 0.3462 loss_ce_0: 0.4938 loss_bbox_0: 0.2888 loss_giou_0: 0.5141 loss_ce_1: 0.3825 loss_bbox_1: 0.1954 loss_giou_1: 0.3954 loss_ce_2: 0.3201 loss_bbox_2: 0.1828 loss_giou_2: 0.3629 loss_ce_3: 0.2901 loss_bbox_3: 0.1788 loss_giou_3: 0.3519 loss_ce_4: 0.2723 loss_bbox_4: 0.1771 loss_giou_4: 0.3469 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:49] d2.utils.events INFO: eta: 17:08:52 iter: 230059 total_loss: 5.882 loss_ce: 0.2907 loss_bbox: 0.1843 loss_giou: 0.3501 loss_ce_0: 0.5035 loss_bbox_0: 0.3156 loss_giou_0: 0.5234 loss_ce_1: 0.3884 loss_bbox_1: 0.2104 loss_giou_1: 0.3934 loss_ce_2: 0.3332 loss_bbox_2: 0.1979 loss_giou_2: 0.375 loss_ce_3: 0.3056 loss_bbox_3: 0.1893 loss_giou_3: 0.3616 loss_ce_4: 0.2956 loss_bbox_4: 0.1846 loss_giou_4: 0.3597 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 07:58:55] d2.utils.events INFO: eta: 17:08:58 iter: 230079 total_loss: 5.885 loss_ce: 0.308 loss_bbox: 0.1908 loss_giou: 0.3545 loss_ce_0: 0.4913 loss_bbox_0: 0.3294 loss_giou_0: 0.5293 loss_ce_1: 0.3997 loss_bbox_1: 0.2295 loss_giou_1: 0.4056 loss_ce_2: 0.3369 loss_bbox_2: 0.2129 loss_giou_2: 0.3736 loss_ce_3: 0.3125 loss_bbox_3: 0.1972 loss_giou_3: 0.3597 loss_ce_4: 0.3071 loss_bbox_4: 0.1942 loss_giou_4: 0.3548 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:01] d2.utils.events INFO: eta: 17:08:48 iter: 230099 total_loss: 5.601 loss_ce: 0.2806 loss_bbox: 0.1772 loss_giou: 0.3247 loss_ce_0: 0.5048 loss_bbox_0: 0.3079 loss_giou_0: 0.4992 loss_ce_1: 0.3984 loss_bbox_1: 0.2165 loss_giou_1: 0.3805 loss_ce_2: 0.3328 loss_bbox_2: 0.1967 loss_giou_2: 0.3453 loss_ce_3: 0.299 loss_bbox_3: 0.1824 loss_giou_3: 0.3317 loss_ce_4: 0.2851 loss_bbox_4: 0.1753 loss_giou_4: 0.3213 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:06] d2.utils.events INFO: eta: 17:08:42 iter: 230119 total_loss: 5.625 loss_ce: 0.2732 loss_bbox: 0.1712 loss_giou: 0.3394 loss_ce_0: 0.5034 loss_bbox_0: 0.2947 loss_giou_0: 0.4906 loss_ce_1: 0.3979 loss_bbox_1: 0.1991 loss_giou_1: 0.3761 loss_ce_2: 0.3225 loss_bbox_2: 0.1825 loss_giou_2: 0.3513 loss_ce_3: 0.2831 loss_bbox_3: 0.1752 loss_giou_3: 0.3476 loss_ce_4: 0.2687 loss_bbox_4: 0.1714 loss_giou_4: 0.3416 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:12] d2.utils.events INFO: eta: 17:08:42 iter: 230139 total_loss: 5.445 loss_ce: 0.2676 loss_bbox: 0.1848 loss_giou: 0.3387 loss_ce_0: 0.4895 loss_bbox_0: 0.3138 loss_giou_0: 0.5279 loss_ce_1: 0.3835 loss_bbox_1: 0.2173 loss_giou_1: 0.3952 loss_ce_2: 0.3222 loss_bbox_2: 0.2014 loss_giou_2: 0.3546 loss_ce_3: 0.2811 loss_bbox_3: 0.1937 loss_giou_3: 0.3464 loss_ce_4: 0.2718 loss_bbox_4: 0.1874 loss_giou_4: 0.3412 time: 0.2801 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:18] d2.utils.events INFO: eta: 17:08:36 iter: 230159 total_loss: 5.463 loss_ce: 0.257 loss_bbox: 0.1774 loss_giou: 0.3193 loss_ce_0: 0.4857 loss_bbox_0: 0.3101 loss_giou_0: 0.501 loss_ce_1: 0.3751 loss_bbox_1: 0.2096 loss_giou_1: 0.3674 loss_ce_2: 0.3017 loss_bbox_2: 0.1922 loss_giou_2: 0.3375 loss_ce_3: 0.2687 loss_bbox_3: 0.1845 loss_giou_3: 0.3304 loss_ce_4: 0.2562 loss_bbox_4: 0.1809 loss_giou_4: 0.3254 time: 0.2801 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:23] d2.utils.events INFO: eta: 17:08:31 iter: 230179 total_loss: 5.268 loss_ce: 0.2555 loss_bbox: 0.1704 loss_giou: 0.3033 loss_ce_0: 0.4719 loss_bbox_0: 0.2924 loss_giou_0: 0.4796 loss_ce_1: 0.3502 loss_bbox_1: 0.202 loss_giou_1: 0.3435 loss_ce_2: 0.2786 loss_bbox_2: 0.1866 loss_giou_2: 0.3161 loss_ce_3: 0.2625 loss_bbox_3: 0.175 loss_giou_3: 0.309 loss_ce_4: 0.2613 loss_bbox_4: 0.1724 loss_giou_4: 0.3013 time: 0.2801 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:29] d2.utils.events INFO: eta: 17:08:38 iter: 230199 total_loss: 5.453 loss_ce: 0.2839 loss_bbox: 0.1779 loss_giou: 0.3109 loss_ce_0: 0.4959 loss_bbox_0: 0.3015 loss_giou_0: 0.4992 loss_ce_1: 0.3808 loss_bbox_1: 0.212 loss_giou_1: 0.3654 loss_ce_2: 0.3154 loss_bbox_2: 0.1871 loss_giou_2: 0.329 loss_ce_3: 0.2914 loss_bbox_3: 0.1795 loss_giou_3: 0.3229 loss_ce_4: 0.2828 loss_bbox_4: 0.1733 loss_giou_4: 0.3187 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:35] d2.utils.events INFO: eta: 17:08:26 iter: 230219 total_loss: 5.267 loss_ce: 0.2626 loss_bbox: 0.1679 loss_giou: 0.322 loss_ce_0: 0.4967 loss_bbox_0: 0.2953 loss_giou_0: 0.4993 loss_ce_1: 0.3765 loss_bbox_1: 0.2055 loss_giou_1: 0.3579 loss_ce_2: 0.3157 loss_bbox_2: 0.1819 loss_giou_2: 0.3307 loss_ce_3: 0.2771 loss_bbox_3: 0.1725 loss_giou_3: 0.3205 loss_ce_4: 0.2586 loss_bbox_4: 0.17 loss_giou_4: 0.3232 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:40] d2.utils.events INFO: eta: 17:08:14 iter: 230239 total_loss: 5.453 loss_ce: 0.2614 loss_bbox: 0.171 loss_giou: 0.3213 loss_ce_0: 0.479 loss_bbox_0: 0.3009 loss_giou_0: 0.4992 loss_ce_1: 0.3748 loss_bbox_1: 0.2111 loss_giou_1: 0.3673 loss_ce_2: 0.3183 loss_bbox_2: 0.1865 loss_giou_2: 0.3396 loss_ce_3: 0.2768 loss_bbox_3: 0.1762 loss_giou_3: 0.3238 loss_ce_4: 0.2642 loss_bbox_4: 0.172 loss_giou_4: 0.3241 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:46] d2.utils.events INFO: eta: 17:08:42 iter: 230259 total_loss: 5.528 loss_ce: 0.2894 loss_bbox: 0.1829 loss_giou: 0.328 loss_ce_0: 0.4846 loss_bbox_0: 0.3159 loss_giou_0: 0.5077 loss_ce_1: 0.3867 loss_bbox_1: 0.2086 loss_giou_1: 0.368 loss_ce_2: 0.3361 loss_bbox_2: 0.1894 loss_giou_2: 0.3463 loss_ce_3: 0.3007 loss_bbox_3: 0.1908 loss_giou_3: 0.3382 loss_ce_4: 0.2888 loss_bbox_4: 0.1849 loss_giou_4: 0.335 time: 0.2801 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:52] d2.utils.events INFO: eta: 17:08:38 iter: 230279 total_loss: 5.523 loss_ce: 0.289 loss_bbox: 0.1728 loss_giou: 0.3219 loss_ce_0: 0.4954 loss_bbox_0: 0.2919 loss_giou_0: 0.4987 loss_ce_1: 0.3862 loss_bbox_1: 0.207 loss_giou_1: 0.3631 loss_ce_2: 0.3252 loss_bbox_2: 0.1852 loss_giou_2: 0.3377 loss_ce_3: 0.2973 loss_bbox_3: 0.1776 loss_giou_3: 0.3275 loss_ce_4: 0.2913 loss_bbox_4: 0.1741 loss_giou_4: 0.3224 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 07:59:57] d2.utils.events INFO: eta: 17:08:37 iter: 230299 total_loss: 5.587 loss_ce: 0.2737 loss_bbox: 0.1807 loss_giou: 0.3243 loss_ce_0: 0.4795 loss_bbox_0: 0.3202 loss_giou_0: 0.515 loss_ce_1: 0.3635 loss_bbox_1: 0.2148 loss_giou_1: 0.3813 loss_ce_2: 0.3022 loss_bbox_2: 0.1963 loss_giou_2: 0.3466 loss_ce_3: 0.2801 loss_bbox_3: 0.1877 loss_giou_3: 0.3343 loss_ce_4: 0.2763 loss_bbox_4: 0.1804 loss_giou_4: 0.3234 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:03] d2.utils.events INFO: eta: 17:08:27 iter: 230319 total_loss: 5.495 loss_ce: 0.2509 loss_bbox: 0.1763 loss_giou: 0.3333 loss_ce_0: 0.4793 loss_bbox_0: 0.3079 loss_giou_0: 0.5119 loss_ce_1: 0.3773 loss_bbox_1: 0.2114 loss_giou_1: 0.3836 loss_ce_2: 0.306 loss_bbox_2: 0.1888 loss_giou_2: 0.3527 loss_ce_3: 0.2725 loss_bbox_3: 0.1851 loss_giou_3: 0.339 loss_ce_4: 0.2561 loss_bbox_4: 0.1787 loss_giou_4: 0.3363 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:09] d2.utils.events INFO: eta: 17:08:26 iter: 230339 total_loss: 5.688 loss_ce: 0.2924 loss_bbox: 0.173 loss_giou: 0.3264 loss_ce_0: 0.5031 loss_bbox_0: 0.3247 loss_giou_0: 0.4991 loss_ce_1: 0.4198 loss_bbox_1: 0.2219 loss_giou_1: 0.3799 loss_ce_2: 0.3514 loss_bbox_2: 0.2001 loss_giou_2: 0.3518 loss_ce_3: 0.3176 loss_bbox_3: 0.1938 loss_giou_3: 0.343 loss_ce_4: 0.2956 loss_bbox_4: 0.1797 loss_giou_4: 0.3326 time: 0.2801 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:14] d2.utils.events INFO: eta: 17:08:15 iter: 230359 total_loss: 5.458 loss_ce: 0.2551 loss_bbox: 0.1836 loss_giou: 0.3198 loss_ce_0: 0.4986 loss_bbox_0: 0.3191 loss_giou_0: 0.5029 loss_ce_1: 0.3763 loss_bbox_1: 0.2193 loss_giou_1: 0.375 loss_ce_2: 0.3085 loss_bbox_2: 0.2037 loss_giou_2: 0.3391 loss_ce_3: 0.272 loss_bbox_3: 0.1986 loss_giou_3: 0.3323 loss_ce_4: 0.2604 loss_bbox_4: 0.1924 loss_giou_4: 0.3236 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:20] d2.utils.events INFO: eta: 17:08:14 iter: 230379 total_loss: 5.862 loss_ce: 0.3018 loss_bbox: 0.1911 loss_giou: 0.3589 loss_ce_0: 0.5046 loss_bbox_0: 0.3242 loss_giou_0: 0.5397 loss_ce_1: 0.3979 loss_bbox_1: 0.2288 loss_giou_1: 0.409 loss_ce_2: 0.3475 loss_bbox_2: 0.2035 loss_giou_2: 0.378 loss_ce_3: 0.3215 loss_bbox_3: 0.202 loss_giou_3: 0.3639 loss_ce_4: 0.3052 loss_bbox_4: 0.1971 loss_giou_4: 0.3598 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:26] d2.utils.events INFO: eta: 17:08:25 iter: 230399 total_loss: 5.505 loss_ce: 0.2698 loss_bbox: 0.1698 loss_giou: 0.3396 loss_ce_0: 0.481 loss_bbox_0: 0.3062 loss_giou_0: 0.5189 loss_ce_1: 0.3825 loss_bbox_1: 0.2049 loss_giou_1: 0.3889 loss_ce_2: 0.3104 loss_bbox_2: 0.1869 loss_giou_2: 0.3592 loss_ce_3: 0.2762 loss_bbox_3: 0.1753 loss_giou_3: 0.3474 loss_ce_4: 0.2739 loss_bbox_4: 0.1698 loss_giou_4: 0.3373 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:32] d2.utils.events INFO: eta: 17:08:17 iter: 230419 total_loss: 5.426 loss_ce: 0.2658 loss_bbox: 0.1689 loss_giou: 0.3295 loss_ce_0: 0.4886 loss_bbox_0: 0.2994 loss_giou_0: 0.5147 loss_ce_1: 0.3824 loss_bbox_1: 0.2112 loss_giou_1: 0.3893 loss_ce_2: 0.3219 loss_bbox_2: 0.1862 loss_giou_2: 0.3543 loss_ce_3: 0.2797 loss_bbox_3: 0.1779 loss_giou_3: 0.3418 loss_ce_4: 0.2617 loss_bbox_4: 0.1695 loss_giou_4: 0.3349 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:37] d2.utils.events INFO: eta: 17:08:07 iter: 230439 total_loss: 5.631 loss_ce: 0.2849 loss_bbox: 0.1798 loss_giou: 0.33 loss_ce_0: 0.4805 loss_bbox_0: 0.3261 loss_giou_0: 0.5052 loss_ce_1: 0.3728 loss_bbox_1: 0.2222 loss_giou_1: 0.389 loss_ce_2: 0.3278 loss_bbox_2: 0.1992 loss_giou_2: 0.3547 loss_ce_3: 0.3036 loss_bbox_3: 0.1866 loss_giou_3: 0.339 loss_ce_4: 0.2911 loss_bbox_4: 0.1841 loss_giou_4: 0.3373 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:43] d2.utils.events INFO: eta: 17:08:08 iter: 230459 total_loss: 5.375 loss_ce: 0.2701 loss_bbox: 0.167 loss_giou: 0.3132 loss_ce_0: 0.4886 loss_bbox_0: 0.3008 loss_giou_0: 0.4896 loss_ce_1: 0.3772 loss_bbox_1: 0.2039 loss_giou_1: 0.3601 loss_ce_2: 0.3169 loss_bbox_2: 0.1818 loss_giou_2: 0.3297 loss_ce_3: 0.2889 loss_bbox_3: 0.1753 loss_giou_3: 0.3223 loss_ce_4: 0.2756 loss_bbox_4: 0.1701 loss_giou_4: 0.3149 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:49] d2.utils.events INFO: eta: 17:08:14 iter: 230479 total_loss: 5.718 loss_ce: 0.304 loss_bbox: 0.1825 loss_giou: 0.3404 loss_ce_0: 0.488 loss_bbox_0: 0.3109 loss_giou_0: 0.5263 loss_ce_1: 0.3975 loss_bbox_1: 0.2187 loss_giou_1: 0.3911 loss_ce_2: 0.3341 loss_bbox_2: 0.1981 loss_giou_2: 0.3664 loss_ce_3: 0.3067 loss_bbox_3: 0.1911 loss_giou_3: 0.3501 loss_ce_4: 0.2983 loss_bbox_4: 0.1867 loss_giou_4: 0.3442 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 08:00:54] d2.utils.events INFO: eta: 17:08:02 iter: 230499 total_loss: 5.984 loss_ce: 0.2848 loss_bbox: 0.1832 loss_giou: 0.3386 loss_ce_0: 0.5054 loss_bbox_0: 0.2982 loss_giou_0: 0.5748 loss_ce_1: 0.4031 loss_bbox_1: 0.2148 loss_giou_1: 0.4128 loss_ce_2: 0.344 loss_bbox_2: 0.1939 loss_giou_2: 0.3633 loss_ce_3: 0.3029 loss_bbox_3: 0.1868 loss_giou_3: 0.3507 loss_ce_4: 0.2942 loss_bbox_4: 0.1849 loss_giou_4: 0.3444 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:00] d2.utils.events INFO: eta: 17:07:48 iter: 230519 total_loss: 5.446 loss_ce: 0.2672 loss_bbox: 0.1864 loss_giou: 0.3137 loss_ce_0: 0.4843 loss_bbox_0: 0.3114 loss_giou_0: 0.4899 loss_ce_1: 0.3758 loss_bbox_1: 0.2253 loss_giou_1: 0.3633 loss_ce_2: 0.3167 loss_bbox_2: 0.1993 loss_giou_2: 0.3387 loss_ce_3: 0.2834 loss_bbox_3: 0.1903 loss_giou_3: 0.3229 loss_ce_4: 0.2754 loss_bbox_4: 0.1818 loss_giou_4: 0.3145 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:06] d2.utils.events INFO: eta: 17:07:46 iter: 230539 total_loss: 5.495 loss_ce: 0.2699 loss_bbox: 0.1964 loss_giou: 0.3389 loss_ce_0: 0.4892 loss_bbox_0: 0.321 loss_giou_0: 0.4974 loss_ce_1: 0.3868 loss_bbox_1: 0.2179 loss_giou_1: 0.3749 loss_ce_2: 0.3311 loss_bbox_2: 0.1957 loss_giou_2: 0.3493 loss_ce_3: 0.2849 loss_bbox_3: 0.1973 loss_giou_3: 0.3389 loss_ce_4: 0.2765 loss_bbox_4: 0.1971 loss_giou_4: 0.3368 time: 0.2801 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:11] d2.utils.events INFO: eta: 17:07:45 iter: 230559 total_loss: 5.805 loss_ce: 0.2937 loss_bbox: 0.1666 loss_giou: 0.3365 loss_ce_0: 0.5114 loss_bbox_0: 0.2913 loss_giou_0: 0.5151 loss_ce_1: 0.3965 loss_bbox_1: 0.1984 loss_giou_1: 0.3838 loss_ce_2: 0.3416 loss_bbox_2: 0.1801 loss_giou_2: 0.3589 loss_ce_3: 0.3089 loss_bbox_3: 0.1737 loss_giou_3: 0.3447 loss_ce_4: 0.2921 loss_bbox_4: 0.1698 loss_giou_4: 0.3395 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:17] d2.utils.events INFO: eta: 17:07:45 iter: 230579 total_loss: 5.881 loss_ce: 0.3021 loss_bbox: 0.1773 loss_giou: 0.3342 loss_ce_0: 0.5194 loss_bbox_0: 0.3373 loss_giou_0: 0.5469 loss_ce_1: 0.4013 loss_bbox_1: 0.2288 loss_giou_1: 0.3888 loss_ce_2: 0.3452 loss_bbox_2: 0.2049 loss_giou_2: 0.362 loss_ce_3: 0.3175 loss_bbox_3: 0.1918 loss_giou_3: 0.3469 loss_ce_4: 0.3124 loss_bbox_4: 0.1811 loss_giou_4: 0.3373 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:23] d2.utils.events INFO: eta: 17:07:48 iter: 230599 total_loss: 5.355 loss_ce: 0.2701 loss_bbox: 0.1728 loss_giou: 0.3165 loss_ce_0: 0.4841 loss_bbox_0: 0.3063 loss_giou_0: 0.4783 loss_ce_1: 0.3682 loss_bbox_1: 0.2073 loss_giou_1: 0.3572 loss_ce_2: 0.3118 loss_bbox_2: 0.1913 loss_giou_2: 0.3318 loss_ce_3: 0.2788 loss_bbox_3: 0.177 loss_giou_3: 0.321 loss_ce_4: 0.2773 loss_bbox_4: 0.1722 loss_giou_4: 0.3121 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:28] d2.utils.events INFO: eta: 17:07:34 iter: 230619 total_loss: 5.5 loss_ce: 0.2677 loss_bbox: 0.1867 loss_giou: 0.3273 loss_ce_0: 0.4889 loss_bbox_0: 0.3022 loss_giou_0: 0.4956 loss_ce_1: 0.3845 loss_bbox_1: 0.2202 loss_giou_1: 0.3596 loss_ce_2: 0.3127 loss_bbox_2: 0.1912 loss_giou_2: 0.3305 loss_ce_3: 0.28 loss_bbox_3: 0.1893 loss_giou_3: 0.3266 loss_ce_4: 0.2738 loss_bbox_4: 0.1865 loss_giou_4: 0.3261 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:34] d2.utils.events INFO: eta: 17:07:12 iter: 230639 total_loss: 5.044 loss_ce: 0.2246 loss_bbox: 0.1748 loss_giou: 0.2951 loss_ce_0: 0.4819 loss_bbox_0: 0.3 loss_giou_0: 0.4643 loss_ce_1: 0.3552 loss_bbox_1: 0.2064 loss_giou_1: 0.3503 loss_ce_2: 0.2751 loss_bbox_2: 0.1871 loss_giou_2: 0.3115 loss_ce_3: 0.2412 loss_bbox_3: 0.1806 loss_giou_3: 0.3025 loss_ce_4: 0.2204 loss_bbox_4: 0.1769 loss_giou_4: 0.2969 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:40] d2.utils.events INFO: eta: 17:07:09 iter: 230659 total_loss: 5.401 loss_ce: 0.2604 loss_bbox: 0.1718 loss_giou: 0.3269 loss_ce_0: 0.4751 loss_bbox_0: 0.3029 loss_giou_0: 0.493 loss_ce_1: 0.3729 loss_bbox_1: 0.2082 loss_giou_1: 0.3694 loss_ce_2: 0.3051 loss_bbox_2: 0.1893 loss_giou_2: 0.3449 loss_ce_3: 0.2645 loss_bbox_3: 0.1828 loss_giou_3: 0.3322 loss_ce_4: 0.2566 loss_bbox_4: 0.1759 loss_giou_4: 0.3273 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:45] d2.utils.events INFO: eta: 17:07:08 iter: 230679 total_loss: 5.501 loss_ce: 0.267 loss_bbox: 0.1757 loss_giou: 0.3335 loss_ce_0: 0.4927 loss_bbox_0: 0.3216 loss_giou_0: 0.5067 loss_ce_1: 0.3874 loss_bbox_1: 0.2085 loss_giou_1: 0.3737 loss_ce_2: 0.311 loss_bbox_2: 0.1905 loss_giou_2: 0.35 loss_ce_3: 0.284 loss_bbox_3: 0.1787 loss_giou_3: 0.3383 loss_ce_4: 0.2698 loss_bbox_4: 0.1758 loss_giou_4: 0.337 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:51] d2.utils.events INFO: eta: 17:06:57 iter: 230699 total_loss: 5.641 loss_ce: 0.2817 loss_bbox: 0.1861 loss_giou: 0.3177 loss_ce_0: 0.4889 loss_bbox_0: 0.3176 loss_giou_0: 0.4891 loss_ce_1: 0.3778 loss_bbox_1: 0.2193 loss_giou_1: 0.3692 loss_ce_2: 0.316 loss_bbox_2: 0.1909 loss_giou_2: 0.3378 loss_ce_3: 0.2857 loss_bbox_3: 0.1893 loss_giou_3: 0.3266 loss_ce_4: 0.2834 loss_bbox_4: 0.1912 loss_giou_4: 0.3232 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:01:57] d2.utils.events INFO: eta: 17:07:00 iter: 230719 total_loss: 5.613 loss_ce: 0.2848 loss_bbox: 0.1783 loss_giou: 0.3347 loss_ce_0: 0.487 loss_bbox_0: 0.3089 loss_giou_0: 0.5187 loss_ce_1: 0.3917 loss_bbox_1: 0.2132 loss_giou_1: 0.3926 loss_ce_2: 0.3303 loss_bbox_2: 0.1921 loss_giou_2: 0.3628 loss_ce_3: 0.2979 loss_bbox_3: 0.1814 loss_giou_3: 0.3488 loss_ce_4: 0.2872 loss_bbox_4: 0.1795 loss_giou_4: 0.3362 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:02] d2.utils.events INFO: eta: 17:06:50 iter: 230739 total_loss: 5.787 loss_ce: 0.2896 loss_bbox: 0.179 loss_giou: 0.3251 loss_ce_0: 0.5004 loss_bbox_0: 0.3124 loss_giou_0: 0.5016 loss_ce_1: 0.3958 loss_bbox_1: 0.2118 loss_giou_1: 0.3632 loss_ce_2: 0.354 loss_bbox_2: 0.1933 loss_giou_2: 0.3459 loss_ce_3: 0.3198 loss_bbox_3: 0.182 loss_giou_3: 0.332 loss_ce_4: 0.3008 loss_bbox_4: 0.1852 loss_giou_4: 0.3275 time: 0.2801 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:08] d2.utils.events INFO: eta: 17:06:40 iter: 230759 total_loss: 5.658 loss_ce: 0.2824 loss_bbox: 0.1783 loss_giou: 0.3369 loss_ce_0: 0.5005 loss_bbox_0: 0.2903 loss_giou_0: 0.5178 loss_ce_1: 0.3755 loss_bbox_1: 0.2058 loss_giou_1: 0.3884 loss_ce_2: 0.3192 loss_bbox_2: 0.1927 loss_giou_2: 0.3597 loss_ce_3: 0.2879 loss_bbox_3: 0.1836 loss_giou_3: 0.3484 loss_ce_4: 0.2824 loss_bbox_4: 0.1789 loss_giou_4: 0.3402 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:14] d2.utils.events INFO: eta: 17:06:33 iter: 230779 total_loss: 5.541 loss_ce: 0.2736 loss_bbox: 0.1747 loss_giou: 0.3092 loss_ce_0: 0.479 loss_bbox_0: 0.3192 loss_giou_0: 0.484 loss_ce_1: 0.3794 loss_bbox_1: 0.2208 loss_giou_1: 0.3657 loss_ce_2: 0.315 loss_bbox_2: 0.1924 loss_giou_2: 0.334 loss_ce_3: 0.2839 loss_bbox_3: 0.1874 loss_giou_3: 0.3261 loss_ce_4: 0.2753 loss_bbox_4: 0.1789 loss_giou_4: 0.3128 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:20] d2.utils.events INFO: eta: 17:06:28 iter: 230799 total_loss: 5.325 loss_ce: 0.2589 loss_bbox: 0.168 loss_giou: 0.3245 loss_ce_0: 0.4767 loss_bbox_0: 0.2992 loss_giou_0: 0.506 loss_ce_1: 0.3953 loss_bbox_1: 0.2094 loss_giou_1: 0.3805 loss_ce_2: 0.3068 loss_bbox_2: 0.1819 loss_giou_2: 0.3446 loss_ce_3: 0.286 loss_bbox_3: 0.1751 loss_giou_3: 0.3338 loss_ce_4: 0.2627 loss_bbox_4: 0.1729 loss_giou_4: 0.3263 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:25] d2.utils.events INFO: eta: 17:06:23 iter: 230819 total_loss: 5.585 loss_ce: 0.2789 loss_bbox: 0.1822 loss_giou: 0.3156 loss_ce_0: 0.4893 loss_bbox_0: 0.3196 loss_giou_0: 0.4963 loss_ce_1: 0.381 loss_bbox_1: 0.2229 loss_giou_1: 0.3764 loss_ce_2: 0.3183 loss_bbox_2: 0.1955 loss_giou_2: 0.3357 loss_ce_3: 0.2958 loss_bbox_3: 0.19 loss_giou_3: 0.322 loss_ce_4: 0.2843 loss_bbox_4: 0.1855 loss_giou_4: 0.3178 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:31] d2.utils.events INFO: eta: 17:06:24 iter: 230839 total_loss: 5.437 loss_ce: 0.269 loss_bbox: 0.1742 loss_giou: 0.3257 loss_ce_0: 0.4831 loss_bbox_0: 0.2976 loss_giou_0: 0.5018 loss_ce_1: 0.3641 loss_bbox_1: 0.2012 loss_giou_1: 0.3754 loss_ce_2: 0.2983 loss_bbox_2: 0.185 loss_giou_2: 0.3489 loss_ce_3: 0.2705 loss_bbox_3: 0.18 loss_giou_3: 0.3387 loss_ce_4: 0.2624 loss_bbox_4: 0.1765 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:37] d2.utils.events INFO: eta: 17:06:44 iter: 230859 total_loss: 5.628 loss_ce: 0.2786 loss_bbox: 0.1821 loss_giou: 0.3358 loss_ce_0: 0.4911 loss_bbox_0: 0.3055 loss_giou_0: 0.5139 loss_ce_1: 0.3866 loss_bbox_1: 0.2163 loss_giou_1: 0.3761 loss_ce_2: 0.3172 loss_bbox_2: 0.2014 loss_giou_2: 0.354 loss_ce_3: 0.2957 loss_bbox_3: 0.1895 loss_giou_3: 0.3465 loss_ce_4: 0.2792 loss_bbox_4: 0.1865 loss_giou_4: 0.341 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:42] d2.utils.events INFO: eta: 17:06:52 iter: 230879 total_loss: 5.563 loss_ce: 0.2742 loss_bbox: 0.1925 loss_giou: 0.3315 loss_ce_0: 0.4968 loss_bbox_0: 0.3062 loss_giou_0: 0.5006 loss_ce_1: 0.3836 loss_bbox_1: 0.2212 loss_giou_1: 0.3709 loss_ce_2: 0.3064 loss_bbox_2: 0.2082 loss_giou_2: 0.3458 loss_ce_3: 0.2894 loss_bbox_3: 0.199 loss_giou_3: 0.3345 loss_ce_4: 0.2887 loss_bbox_4: 0.1911 loss_giou_4: 0.3339 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:48] d2.utils.events INFO: eta: 17:06:59 iter: 230899 total_loss: 5.451 loss_ce: 0.279 loss_bbox: 0.1804 loss_giou: 0.3199 loss_ce_0: 0.4746 loss_bbox_0: 0.3116 loss_giou_0: 0.4986 loss_ce_1: 0.3705 loss_bbox_1: 0.2182 loss_giou_1: 0.3658 loss_ce_2: 0.3181 loss_bbox_2: 0.1944 loss_giou_2: 0.3333 loss_ce_3: 0.2881 loss_bbox_3: 0.1888 loss_giou_3: 0.3264 loss_ce_4: 0.2813 loss_bbox_4: 0.1815 loss_giou_4: 0.3204 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:54] d2.utils.events INFO: eta: 17:07:14 iter: 230919 total_loss: 5.442 loss_ce: 0.2631 loss_bbox: 0.1761 loss_giou: 0.3395 loss_ce_0: 0.4771 loss_bbox_0: 0.3059 loss_giou_0: 0.5303 loss_ce_1: 0.3664 loss_bbox_1: 0.2203 loss_giou_1: 0.3957 loss_ce_2: 0.3189 loss_bbox_2: 0.1928 loss_giou_2: 0.3571 loss_ce_3: 0.2822 loss_bbox_3: 0.1861 loss_giou_3: 0.3448 loss_ce_4: 0.2617 loss_bbox_4: 0.1802 loss_giou_4: 0.3458 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:02:59] d2.utils.events INFO: eta: 17:07:08 iter: 230939 total_loss: 5.69 loss_ce: 0.2828 loss_bbox: 0.1843 loss_giou: 0.3293 loss_ce_0: 0.4975 loss_bbox_0: 0.31 loss_giou_0: 0.5118 loss_ce_1: 0.3833 loss_bbox_1: 0.2195 loss_giou_1: 0.3818 loss_ce_2: 0.3315 loss_bbox_2: 0.1999 loss_giou_2: 0.3563 loss_ce_3: 0.2844 loss_bbox_3: 0.1936 loss_giou_3: 0.3418 loss_ce_4: 0.283 loss_bbox_4: 0.1833 loss_giou_4: 0.3341 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:05] d2.utils.events INFO: eta: 17:06:53 iter: 230959 total_loss: 5.607 loss_ce: 0.2591 loss_bbox: 0.1843 loss_giou: 0.3223 loss_ce_0: 0.4823 loss_bbox_0: 0.3053 loss_giou_0: 0.4937 loss_ce_1: 0.3818 loss_bbox_1: 0.2131 loss_giou_1: 0.3845 loss_ce_2: 0.3095 loss_bbox_2: 0.1976 loss_giou_2: 0.3437 loss_ce_3: 0.2781 loss_bbox_3: 0.1934 loss_giou_3: 0.3338 loss_ce_4: 0.2646 loss_bbox_4: 0.1853 loss_giou_4: 0.3271 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:11] d2.utils.events INFO: eta: 17:06:48 iter: 230979 total_loss: 5.582 loss_ce: 0.2725 loss_bbox: 0.1893 loss_giou: 0.3195 loss_ce_0: 0.4921 loss_bbox_0: 0.3125 loss_giou_0: 0.4867 loss_ce_1: 0.3737 loss_bbox_1: 0.2237 loss_giou_1: 0.3616 loss_ce_2: 0.3091 loss_bbox_2: 0.2084 loss_giou_2: 0.3391 loss_ce_3: 0.2788 loss_bbox_3: 0.1999 loss_giou_3: 0.3251 loss_ce_4: 0.2699 loss_bbox_4: 0.1966 loss_giou_4: 0.3225 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:16] d2.utils.events INFO: eta: 17:07:01 iter: 230999 total_loss: 5.543 loss_ce: 0.2542 loss_bbox: 0.1685 loss_giou: 0.3254 loss_ce_0: 0.4768 loss_bbox_0: 0.2927 loss_giou_0: 0.5108 loss_ce_1: 0.356 loss_bbox_1: 0.2041 loss_giou_1: 0.3793 loss_ce_2: 0.3007 loss_bbox_2: 0.179 loss_giou_2: 0.3418 loss_ce_3: 0.2685 loss_bbox_3: 0.1731 loss_giou_3: 0.3361 loss_ce_4: 0.2601 loss_bbox_4: 0.1717 loss_giou_4: 0.3286 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:22] d2.utils.events INFO: eta: 17:06:46 iter: 231019 total_loss: 5.554 loss_ce: 0.282 loss_bbox: 0.1766 loss_giou: 0.3397 loss_ce_0: 0.4992 loss_bbox_0: 0.3075 loss_giou_0: 0.5361 loss_ce_1: 0.3798 loss_bbox_1: 0.2124 loss_giou_1: 0.3885 loss_ce_2: 0.3125 loss_bbox_2: 0.1908 loss_giou_2: 0.3586 loss_ce_3: 0.2877 loss_bbox_3: 0.1921 loss_giou_3: 0.3453 loss_ce_4: 0.2812 loss_bbox_4: 0.1796 loss_giou_4: 0.3399 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:28] d2.utils.events INFO: eta: 17:06:50 iter: 231039 total_loss: 5.091 loss_ce: 0.237 loss_bbox: 0.1551 loss_giou: 0.3227 loss_ce_0: 0.4611 loss_bbox_0: 0.2857 loss_giou_0: 0.4753 loss_ce_1: 0.3515 loss_bbox_1: 0.1895 loss_giou_1: 0.3578 loss_ce_2: 0.281 loss_bbox_2: 0.1693 loss_giou_2: 0.3407 loss_ce_3: 0.2476 loss_bbox_3: 0.1622 loss_giou_3: 0.3283 loss_ce_4: 0.2411 loss_bbox_4: 0.1563 loss_giou_4: 0.3251 time: 0.2801 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:33] d2.utils.events INFO: eta: 17:06:34 iter: 231059 total_loss: 5.608 loss_ce: 0.2739 loss_bbox: 0.1839 loss_giou: 0.345 loss_ce_0: 0.4805 loss_bbox_0: 0.327 loss_giou_0: 0.5506 loss_ce_1: 0.3767 loss_bbox_1: 0.2238 loss_giou_1: 0.4055 loss_ce_2: 0.3121 loss_bbox_2: 0.2029 loss_giou_2: 0.3777 loss_ce_3: 0.2843 loss_bbox_3: 0.1928 loss_giou_3: 0.352 loss_ce_4: 0.2776 loss_bbox_4: 0.1944 loss_giou_4: 0.3485 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:39] d2.utils.events INFO: eta: 17:06:20 iter: 231079 total_loss: 5.289 loss_ce: 0.2623 loss_bbox: 0.1754 loss_giou: 0.3174 loss_ce_0: 0.5008 loss_bbox_0: 0.3024 loss_giou_0: 0.5006 loss_ce_1: 0.3869 loss_bbox_1: 0.2147 loss_giou_1: 0.3633 loss_ce_2: 0.3208 loss_bbox_2: 0.1963 loss_giou_2: 0.3403 loss_ce_3: 0.2748 loss_bbox_3: 0.1876 loss_giou_3: 0.3267 loss_ce_4: 0.2584 loss_bbox_4: 0.1818 loss_giou_4: 0.3181 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:45] d2.utils.events INFO: eta: 17:06:33 iter: 231099 total_loss: 5.62 loss_ce: 0.2781 loss_bbox: 0.1738 loss_giou: 0.3251 loss_ce_0: 0.4894 loss_bbox_0: 0.3133 loss_giou_0: 0.504 loss_ce_1: 0.3815 loss_bbox_1: 0.2039 loss_giou_1: 0.3778 loss_ce_2: 0.3259 loss_bbox_2: 0.1936 loss_giou_2: 0.353 loss_ce_3: 0.2888 loss_bbox_3: 0.1868 loss_giou_3: 0.3451 loss_ce_4: 0.2729 loss_bbox_4: 0.1747 loss_giou_4: 0.3339 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:50] d2.utils.events INFO: eta: 17:06:26 iter: 231119 total_loss: 5.787 loss_ce: 0.2945 loss_bbox: 0.1866 loss_giou: 0.3638 loss_ce_0: 0.4872 loss_bbox_0: 0.3036 loss_giou_0: 0.5516 loss_ce_1: 0.3757 loss_bbox_1: 0.2089 loss_giou_1: 0.4193 loss_ce_2: 0.3224 loss_bbox_2: 0.1927 loss_giou_2: 0.3928 loss_ce_3: 0.3066 loss_bbox_3: 0.1877 loss_giou_3: 0.3719 loss_ce_4: 0.3012 loss_bbox_4: 0.1879 loss_giou_4: 0.3695 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:03:56] d2.utils.events INFO: eta: 17:06:20 iter: 231139 total_loss: 5.793 loss_ce: 0.2902 loss_bbox: 0.1902 loss_giou: 0.3409 loss_ce_0: 0.502 loss_bbox_0: 0.3016 loss_giou_0: 0.5413 loss_ce_1: 0.399 loss_bbox_1: 0.213 loss_giou_1: 0.3999 loss_ce_2: 0.3396 loss_bbox_2: 0.2024 loss_giou_2: 0.3584 loss_ce_3: 0.3008 loss_bbox_3: 0.1999 loss_giou_3: 0.3482 loss_ce_4: 0.2924 loss_bbox_4: 0.1933 loss_giou_4: 0.3413 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:02] d2.utils.events INFO: eta: 17:06:15 iter: 231159 total_loss: 5.631 loss_ce: 0.2973 loss_bbox: 0.1822 loss_giou: 0.3435 loss_ce_0: 0.4983 loss_bbox_0: 0.3011 loss_giou_0: 0.5323 loss_ce_1: 0.3799 loss_bbox_1: 0.2162 loss_giou_1: 0.3912 loss_ce_2: 0.3252 loss_bbox_2: 0.1993 loss_giou_2: 0.3598 loss_ce_3: 0.2936 loss_bbox_3: 0.1854 loss_giou_3: 0.3504 loss_ce_4: 0.2923 loss_bbox_4: 0.1856 loss_giou_4: 0.3476 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:07] d2.utils.events INFO: eta: 17:05:45 iter: 231179 total_loss: 5.189 loss_ce: 0.2622 loss_bbox: 0.1647 loss_giou: 0.3016 loss_ce_0: 0.4889 loss_bbox_0: 0.2984 loss_giou_0: 0.499 loss_ce_1: 0.3728 loss_bbox_1: 0.2053 loss_giou_1: 0.3534 loss_ce_2: 0.3058 loss_bbox_2: 0.1865 loss_giou_2: 0.3185 loss_ce_3: 0.2804 loss_bbox_3: 0.1712 loss_giou_3: 0.3067 loss_ce_4: 0.2669 loss_bbox_4: 0.1653 loss_giou_4: 0.3038 time: 0.2801 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:13] d2.utils.events INFO: eta: 17:05:54 iter: 231199 total_loss: 5.48 loss_ce: 0.2758 loss_bbox: 0.173 loss_giou: 0.3276 loss_ce_0: 0.5049 loss_bbox_0: 0.2928 loss_giou_0: 0.4892 loss_ce_1: 0.392 loss_bbox_1: 0.2092 loss_giou_1: 0.3679 loss_ce_2: 0.3239 loss_bbox_2: 0.1907 loss_giou_2: 0.346 loss_ce_3: 0.2939 loss_bbox_3: 0.1809 loss_giou_3: 0.3331 loss_ce_4: 0.282 loss_bbox_4: 0.1761 loss_giou_4: 0.3316 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:19] d2.utils.events INFO: eta: 17:05:39 iter: 231219 total_loss: 5.721 loss_ce: 0.3009 loss_bbox: 0.1753 loss_giou: 0.3216 loss_ce_0: 0.4943 loss_bbox_0: 0.3176 loss_giou_0: 0.4917 loss_ce_1: 0.3848 loss_bbox_1: 0.2107 loss_giou_1: 0.3706 loss_ce_2: 0.3298 loss_bbox_2: 0.1867 loss_giou_2: 0.352 loss_ce_3: 0.3026 loss_bbox_3: 0.1795 loss_giou_3: 0.3359 loss_ce_4: 0.2993 loss_bbox_4: 0.1775 loss_giou_4: 0.329 time: 0.2801 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:24] d2.utils.events INFO: eta: 17:05:43 iter: 231239 total_loss: 5.658 loss_ce: 0.2811 loss_bbox: 0.1802 loss_giou: 0.3281 loss_ce_0: 0.4972 loss_bbox_0: 0.3046 loss_giou_0: 0.5305 loss_ce_1: 0.4037 loss_bbox_1: 0.2054 loss_giou_1: 0.3736 loss_ce_2: 0.3339 loss_bbox_2: 0.1873 loss_giou_2: 0.3447 loss_ce_3: 0.3042 loss_bbox_3: 0.1788 loss_giou_3: 0.3393 loss_ce_4: 0.2896 loss_bbox_4: 0.1808 loss_giou_4: 0.3295 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:30] d2.utils.events INFO: eta: 17:05:48 iter: 231259 total_loss: 5.555 loss_ce: 0.2756 loss_bbox: 0.1674 loss_giou: 0.321 loss_ce_0: 0.4795 loss_bbox_0: 0.2987 loss_giou_0: 0.4759 loss_ce_1: 0.3793 loss_bbox_1: 0.202 loss_giou_1: 0.3848 loss_ce_2: 0.3303 loss_bbox_2: 0.186 loss_giou_2: 0.3467 loss_ce_3: 0.2856 loss_bbox_3: 0.1755 loss_giou_3: 0.3373 loss_ce_4: 0.2787 loss_bbox_4: 0.1725 loss_giou_4: 0.3312 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:36] d2.utils.events INFO: eta: 17:05:51 iter: 231279 total_loss: 5.468 loss_ce: 0.2623 loss_bbox: 0.171 loss_giou: 0.333 loss_ce_0: 0.4907 loss_bbox_0: 0.3026 loss_giou_0: 0.5166 loss_ce_1: 0.3685 loss_bbox_1: 0.2008 loss_giou_1: 0.3867 loss_ce_2: 0.3087 loss_bbox_2: 0.1784 loss_giou_2: 0.357 loss_ce_3: 0.2783 loss_bbox_3: 0.1735 loss_giou_3: 0.3448 loss_ce_4: 0.2621 loss_bbox_4: 0.1731 loss_giou_4: 0.3385 time: 0.2801 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:41] d2.utils.events INFO: eta: 17:05:40 iter: 231299 total_loss: 5.55 loss_ce: 0.2847 loss_bbox: 0.1745 loss_giou: 0.3285 loss_ce_0: 0.4885 loss_bbox_0: 0.298 loss_giou_0: 0.5108 loss_ce_1: 0.3791 loss_bbox_1: 0.2099 loss_giou_1: 0.3838 loss_ce_2: 0.3184 loss_bbox_2: 0.1873 loss_giou_2: 0.3488 loss_ce_3: 0.2885 loss_bbox_3: 0.1807 loss_giou_3: 0.3387 loss_ce_4: 0.2733 loss_bbox_4: 0.1769 loss_giou_4: 0.3348 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:47] d2.utils.events INFO: eta: 17:05:04 iter: 231319 total_loss: 5.343 loss_ce: 0.2613 loss_bbox: 0.178 loss_giou: 0.3186 loss_ce_0: 0.494 loss_bbox_0: 0.3016 loss_giou_0: 0.5066 loss_ce_1: 0.3805 loss_bbox_1: 0.2136 loss_giou_1: 0.3736 loss_ce_2: 0.3124 loss_bbox_2: 0.1943 loss_giou_2: 0.3395 loss_ce_3: 0.279 loss_bbox_3: 0.1858 loss_giou_3: 0.3237 loss_ce_4: 0.2689 loss_bbox_4: 0.1842 loss_giou_4: 0.3215 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:53] d2.utils.events INFO: eta: 17:05:04 iter: 231339 total_loss: 5.601 loss_ce: 0.2742 loss_bbox: 0.1951 loss_giou: 0.3389 loss_ce_0: 0.4912 loss_bbox_0: 0.3098 loss_giou_0: 0.5039 loss_ce_1: 0.3811 loss_bbox_1: 0.2187 loss_giou_1: 0.3809 loss_ce_2: 0.3134 loss_bbox_2: 0.2059 loss_giou_2: 0.3542 loss_ce_3: 0.2899 loss_bbox_3: 0.2005 loss_giou_3: 0.3498 loss_ce_4: 0.2838 loss_bbox_4: 0.1959 loss_giou_4: 0.3414 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:04:58] d2.utils.events INFO: eta: 17:04:59 iter: 231359 total_loss: 5.456 loss_ce: 0.2856 loss_bbox: 0.195 loss_giou: 0.3041 loss_ce_0: 0.4915 loss_bbox_0: 0.3057 loss_giou_0: 0.4578 loss_ce_1: 0.3984 loss_bbox_1: 0.2327 loss_giou_1: 0.3403 loss_ce_2: 0.3303 loss_bbox_2: 0.2109 loss_giou_2: 0.3253 loss_ce_3: 0.2993 loss_bbox_3: 0.2038 loss_giou_3: 0.3157 loss_ce_4: 0.2859 loss_bbox_4: 0.1992 loss_giou_4: 0.3119 time: 0.2801 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:04] d2.utils.events INFO: eta: 17:04:32 iter: 231379 total_loss: 5.648 loss_ce: 0.2933 loss_bbox: 0.1795 loss_giou: 0.336 loss_ce_0: 0.4931 loss_bbox_0: 0.3076 loss_giou_0: 0.5134 loss_ce_1: 0.3847 loss_bbox_1: 0.2197 loss_giou_1: 0.382 loss_ce_2: 0.3332 loss_bbox_2: 0.1964 loss_giou_2: 0.3565 loss_ce_3: 0.3035 loss_bbox_3: 0.1863 loss_giou_3: 0.3449 loss_ce_4: 0.2953 loss_bbox_4: 0.1824 loss_giou_4: 0.3376 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:10] d2.utils.events INFO: eta: 17:04:25 iter: 231399 total_loss: 5.525 loss_ce: 0.2757 loss_bbox: 0.1823 loss_giou: 0.3254 loss_ce_0: 0.4969 loss_bbox_0: 0.303 loss_giou_0: 0.4993 loss_ce_1: 0.382 loss_bbox_1: 0.2202 loss_giou_1: 0.3757 loss_ce_2: 0.3166 loss_bbox_2: 0.204 loss_giou_2: 0.3475 loss_ce_3: 0.2876 loss_bbox_3: 0.1927 loss_giou_3: 0.3389 loss_ce_4: 0.2758 loss_bbox_4: 0.1874 loss_giou_4: 0.3289 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:15] d2.utils.events INFO: eta: 17:04:22 iter: 231419 total_loss: 5.597 loss_ce: 0.2815 loss_bbox: 0.1768 loss_giou: 0.336 loss_ce_0: 0.505 loss_bbox_0: 0.3067 loss_giou_0: 0.4968 loss_ce_1: 0.3887 loss_bbox_1: 0.2158 loss_giou_1: 0.3835 loss_ce_2: 0.3365 loss_bbox_2: 0.1948 loss_giou_2: 0.3531 loss_ce_3: 0.3069 loss_bbox_3: 0.184 loss_giou_3: 0.3406 loss_ce_4: 0.2848 loss_bbox_4: 0.1788 loss_giou_4: 0.3354 time: 0.2801 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:21] d2.utils.events INFO: eta: 17:04:17 iter: 231439 total_loss: 5.732 loss_ce: 0.2678 loss_bbox: 0.1849 loss_giou: 0.3375 loss_ce_0: 0.479 loss_bbox_0: 0.3187 loss_giou_0: 0.5176 loss_ce_1: 0.3771 loss_bbox_1: 0.222 loss_giou_1: 0.3757 loss_ce_2: 0.3184 loss_bbox_2: 0.2012 loss_giou_2: 0.3514 loss_ce_3: 0.2862 loss_bbox_3: 0.1872 loss_giou_3: 0.3459 loss_ce_4: 0.2704 loss_bbox_4: 0.1857 loss_giou_4: 0.3411 time: 0.2801 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:27] d2.utils.events INFO: eta: 17:04:16 iter: 231459 total_loss: 5.445 loss_ce: 0.2571 loss_bbox: 0.1645 loss_giou: 0.3475 loss_ce_0: 0.4702 loss_bbox_0: 0.2803 loss_giou_0: 0.5331 loss_ce_1: 0.3682 loss_bbox_1: 0.1975 loss_giou_1: 0.3926 loss_ce_2: 0.293 loss_bbox_2: 0.1777 loss_giou_2: 0.3596 loss_ce_3: 0.2704 loss_bbox_3: 0.1715 loss_giou_3: 0.3498 loss_ce_4: 0.2562 loss_bbox_4: 0.1664 loss_giou_4: 0.347 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:33] d2.utils.events INFO: eta: 17:04:14 iter: 231479 total_loss: 5.366 loss_ce: 0.2814 loss_bbox: 0.187 loss_giou: 0.306 loss_ce_0: 0.4969 loss_bbox_0: 0.3058 loss_giou_0: 0.4837 loss_ce_1: 0.3823 loss_bbox_1: 0.2115 loss_giou_1: 0.3504 loss_ce_2: 0.3268 loss_bbox_2: 0.198 loss_giou_2: 0.3231 loss_ce_3: 0.2942 loss_bbox_3: 0.1914 loss_giou_3: 0.318 loss_ce_4: 0.2851 loss_bbox_4: 0.1873 loss_giou_4: 0.3083 time: 0.2801 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:38] d2.utils.events INFO: eta: 17:03:57 iter: 231499 total_loss: 5.292 loss_ce: 0.2727 loss_bbox: 0.1758 loss_giou: 0.306 loss_ce_0: 0.4845 loss_bbox_0: 0.3033 loss_giou_0: 0.4882 loss_ce_1: 0.3798 loss_bbox_1: 0.2102 loss_giou_1: 0.363 loss_ce_2: 0.3047 loss_bbox_2: 0.1821 loss_giou_2: 0.3344 loss_ce_3: 0.27 loss_bbox_3: 0.18 loss_giou_3: 0.3158 loss_ce_4: 0.2766 loss_bbox_4: 0.1757 loss_giou_4: 0.3033 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:44] d2.utils.events INFO: eta: 17:04:08 iter: 231519 total_loss: 5.837 loss_ce: 0.3068 loss_bbox: 0.1846 loss_giou: 0.3317 loss_ce_0: 0.5112 loss_bbox_0: 0.3061 loss_giou_0: 0.5254 loss_ce_1: 0.4138 loss_bbox_1: 0.2132 loss_giou_1: 0.3869 loss_ce_2: 0.3426 loss_bbox_2: 0.1961 loss_giou_2: 0.3617 loss_ce_3: 0.3168 loss_bbox_3: 0.1922 loss_giou_3: 0.3414 loss_ce_4: 0.3073 loss_bbox_4: 0.187 loss_giou_4: 0.3356 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:50] d2.utils.events INFO: eta: 17:04:08 iter: 231539 total_loss: 5.44 loss_ce: 0.2575 loss_bbox: 0.1928 loss_giou: 0.3383 loss_ce_0: 0.4861 loss_bbox_0: 0.3212 loss_giou_0: 0.514 loss_ce_1: 0.3799 loss_bbox_1: 0.224 loss_giou_1: 0.3823 loss_ce_2: 0.3213 loss_bbox_2: 0.2057 loss_giou_2: 0.3628 loss_ce_3: 0.2788 loss_bbox_3: 0.1986 loss_giou_3: 0.3498 loss_ce_4: 0.2629 loss_bbox_4: 0.1958 loss_giou_4: 0.3358 time: 0.2801 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 08:05:55] d2.utils.events INFO: eta: 17:04:03 iter: 231559 total_loss: 5.509 loss_ce: 0.2709 loss_bbox: 0.1673 loss_giou: 0.3388 loss_ce_0: 0.4864 loss_bbox_0: 0.3025 loss_giou_0: 0.5157 loss_ce_1: 0.382 loss_bbox_1: 0.2068 loss_giou_1: 0.3844 loss_ce_2: 0.3108 loss_bbox_2: 0.1843 loss_giou_2: 0.3615 loss_ce_3: 0.283 loss_bbox_3: 0.1746 loss_giou_3: 0.351 loss_ce_4: 0.273 loss_bbox_4: 0.169 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:01] d2.utils.events INFO: eta: 17:03:37 iter: 231579 total_loss: 5.426 loss_ce: 0.2906 loss_bbox: 0.1684 loss_giou: 0.3385 loss_ce_0: 0.4951 loss_bbox_0: 0.3165 loss_giou_0: 0.5329 loss_ce_1: 0.3865 loss_bbox_1: 0.214 loss_giou_1: 0.3918 loss_ce_2: 0.3272 loss_bbox_2: 0.1828 loss_giou_2: 0.3642 loss_ce_3: 0.2986 loss_bbox_3: 0.1755 loss_giou_3: 0.349 loss_ce_4: 0.2863 loss_bbox_4: 0.1691 loss_giou_4: 0.3416 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:07] d2.utils.events INFO: eta: 17:03:32 iter: 231599 total_loss: 5.444 loss_ce: 0.2753 loss_bbox: 0.1622 loss_giou: 0.3295 loss_ce_0: 0.47 loss_bbox_0: 0.2892 loss_giou_0: 0.5215 loss_ce_1: 0.3744 loss_bbox_1: 0.1942 loss_giou_1: 0.3889 loss_ce_2: 0.3151 loss_bbox_2: 0.1783 loss_giou_2: 0.3549 loss_ce_3: 0.2853 loss_bbox_3: 0.1676 loss_giou_3: 0.3398 loss_ce_4: 0.2821 loss_bbox_4: 0.167 loss_giou_4: 0.3334 time: 0.2801 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:12] d2.utils.events INFO: eta: 17:03:24 iter: 231619 total_loss: 5.625 loss_ce: 0.283 loss_bbox: 0.1774 loss_giou: 0.3482 loss_ce_0: 0.4775 loss_bbox_0: 0.3156 loss_giou_0: 0.5394 loss_ce_1: 0.3663 loss_bbox_1: 0.2183 loss_giou_1: 0.3978 loss_ce_2: 0.3065 loss_bbox_2: 0.1947 loss_giou_2: 0.3666 loss_ce_3: 0.2972 loss_bbox_3: 0.1825 loss_giou_3: 0.3588 loss_ce_4: 0.2828 loss_bbox_4: 0.1789 loss_giou_4: 0.3519 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:18] d2.utils.events INFO: eta: 17:04:01 iter: 231639 total_loss: 5.772 loss_ce: 0.2827 loss_bbox: 0.1947 loss_giou: 0.3432 loss_ce_0: 0.4895 loss_bbox_0: 0.3323 loss_giou_0: 0.5058 loss_ce_1: 0.388 loss_bbox_1: 0.2327 loss_giou_1: 0.4044 loss_ce_2: 0.3286 loss_bbox_2: 0.2073 loss_giou_2: 0.3597 loss_ce_3: 0.2951 loss_bbox_3: 0.1997 loss_giou_3: 0.3503 loss_ce_4: 0.2805 loss_bbox_4: 0.1981 loss_giou_4: 0.3473 time: 0.2801 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:24] d2.utils.events INFO: eta: 17:03:55 iter: 231659 total_loss: 5.6 loss_ce: 0.2821 loss_bbox: 0.1742 loss_giou: 0.3383 loss_ce_0: 0.5004 loss_bbox_0: 0.2977 loss_giou_0: 0.5127 loss_ce_1: 0.3921 loss_bbox_1: 0.2113 loss_giou_1: 0.3893 loss_ce_2: 0.3183 loss_bbox_2: 0.1854 loss_giou_2: 0.3513 loss_ce_3: 0.2901 loss_bbox_3: 0.1806 loss_giou_3: 0.3472 loss_ce_4: 0.2765 loss_bbox_4: 0.1768 loss_giou_4: 0.3458 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:29] d2.utils.events INFO: eta: 17:03:31 iter: 231679 total_loss: 5.394 loss_ce: 0.2743 loss_bbox: 0.1892 loss_giou: 0.3083 loss_ce_0: 0.4744 loss_bbox_0: 0.3061 loss_giou_0: 0.462 loss_ce_1: 0.3757 loss_bbox_1: 0.2202 loss_giou_1: 0.3479 loss_ce_2: 0.3124 loss_bbox_2: 0.2033 loss_giou_2: 0.3231 loss_ce_3: 0.2791 loss_bbox_3: 0.1964 loss_giou_3: 0.3151 loss_ce_4: 0.2656 loss_bbox_4: 0.1962 loss_giou_4: 0.3109 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:35] d2.utils.events INFO: eta: 17:03:44 iter: 231699 total_loss: 5.699 loss_ce: 0.3078 loss_bbox: 0.1928 loss_giou: 0.3236 loss_ce_0: 0.4851 loss_bbox_0: 0.3182 loss_giou_0: 0.5066 loss_ce_1: 0.3933 loss_bbox_1: 0.2248 loss_giou_1: 0.367 loss_ce_2: 0.3484 loss_bbox_2: 0.2001 loss_giou_2: 0.3366 loss_ce_3: 0.3256 loss_bbox_3: 0.1965 loss_giou_3: 0.3348 loss_ce_4: 0.3122 loss_bbox_4: 0.195 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:41] d2.utils.events INFO: eta: 17:03:29 iter: 231719 total_loss: 5.602 loss_ce: 0.2844 loss_bbox: 0.1625 loss_giou: 0.3511 loss_ce_0: 0.4882 loss_bbox_0: 0.2819 loss_giou_0: 0.5491 loss_ce_1: 0.3737 loss_bbox_1: 0.2032 loss_giou_1: 0.4058 loss_ce_2: 0.3225 loss_bbox_2: 0.1787 loss_giou_2: 0.3741 loss_ce_3: 0.3013 loss_bbox_3: 0.1685 loss_giou_3: 0.3588 loss_ce_4: 0.2865 loss_bbox_4: 0.1651 loss_giou_4: 0.355 time: 0.2801 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:46] d2.utils.events INFO: eta: 17:03:40 iter: 231739 total_loss: 5.723 loss_ce: 0.2819 loss_bbox: 0.1807 loss_giou: 0.3271 loss_ce_0: 0.5012 loss_bbox_0: 0.3147 loss_giou_0: 0.5019 loss_ce_1: 0.389 loss_bbox_1: 0.2211 loss_giou_1: 0.3778 loss_ce_2: 0.3328 loss_bbox_2: 0.1978 loss_giou_2: 0.3471 loss_ce_3: 0.3039 loss_bbox_3: 0.1839 loss_giou_3: 0.3363 loss_ce_4: 0.2848 loss_bbox_4: 0.1811 loss_giou_4: 0.3294 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:52] d2.utils.events INFO: eta: 17:03:50 iter: 231759 total_loss: 5.853 loss_ce: 0.3032 loss_bbox: 0.1925 loss_giou: 0.3436 loss_ce_0: 0.4944 loss_bbox_0: 0.3276 loss_giou_0: 0.516 loss_ce_1: 0.3924 loss_bbox_1: 0.2257 loss_giou_1: 0.389 loss_ce_2: 0.3396 loss_bbox_2: 0.2085 loss_giou_2: 0.3602 loss_ce_3: 0.3113 loss_bbox_3: 0.2046 loss_giou_3: 0.35 loss_ce_4: 0.3095 loss_bbox_4: 0.195 loss_giou_4: 0.3462 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 08:06:58] d2.utils.events INFO: eta: 17:03:49 iter: 231779 total_loss: 5.55 loss_ce: 0.2736 loss_bbox: 0.1843 loss_giou: 0.3115 loss_ce_0: 0.5148 loss_bbox_0: 0.3116 loss_giou_0: 0.4912 loss_ce_1: 0.3887 loss_bbox_1: 0.218 loss_giou_1: 0.3561 loss_ce_2: 0.3284 loss_bbox_2: 0.1952 loss_giou_2: 0.3294 loss_ce_3: 0.2896 loss_bbox_3: 0.1904 loss_giou_3: 0.3194 loss_ce_4: 0.2777 loss_bbox_4: 0.1875 loss_giou_4: 0.3173 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:04] d2.utils.events INFO: eta: 17:03:55 iter: 231799 total_loss: 5.525 loss_ce: 0.3009 loss_bbox: 0.1717 loss_giou: 0.3165 loss_ce_0: 0.4951 loss_bbox_0: 0.2915 loss_giou_0: 0.5132 loss_ce_1: 0.3996 loss_bbox_1: 0.2018 loss_giou_1: 0.3751 loss_ce_2: 0.3331 loss_bbox_2: 0.1885 loss_giou_2: 0.3416 loss_ce_3: 0.3099 loss_bbox_3: 0.1815 loss_giou_3: 0.3316 loss_ce_4: 0.2987 loss_bbox_4: 0.1782 loss_giou_4: 0.3243 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:09] d2.utils.events INFO: eta: 17:03:55 iter: 231819 total_loss: 5.808 loss_ce: 0.3052 loss_bbox: 0.1751 loss_giou: 0.3452 loss_ce_0: 0.5164 loss_bbox_0: 0.3027 loss_giou_0: 0.5094 loss_ce_1: 0.4016 loss_bbox_1: 0.2105 loss_giou_1: 0.3843 loss_ce_2: 0.3299 loss_bbox_2: 0.1865 loss_giou_2: 0.3553 loss_ce_3: 0.3105 loss_bbox_3: 0.1749 loss_giou_3: 0.3462 loss_ce_4: 0.2996 loss_bbox_4: 0.1743 loss_giou_4: 0.3476 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:15] d2.utils.events INFO: eta: 17:03:53 iter: 231839 total_loss: 5.693 loss_ce: 0.3199 loss_bbox: 0.191 loss_giou: 0.3159 loss_ce_0: 0.5183 loss_bbox_0: 0.305 loss_giou_0: 0.5063 loss_ce_1: 0.4114 loss_bbox_1: 0.221 loss_giou_1: 0.3536 loss_ce_2: 0.3442 loss_bbox_2: 0.2085 loss_giou_2: 0.3308 loss_ce_3: 0.3144 loss_bbox_3: 0.1949 loss_giou_3: 0.3204 loss_ce_4: 0.3071 loss_bbox_4: 0.1889 loss_giou_4: 0.3196 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:21] d2.utils.events INFO: eta: 17:03:35 iter: 231859 total_loss: 5.786 loss_ce: 0.2871 loss_bbox: 0.1884 loss_giou: 0.3249 loss_ce_0: 0.4985 loss_bbox_0: 0.3191 loss_giou_0: 0.5034 loss_ce_1: 0.3847 loss_bbox_1: 0.2191 loss_giou_1: 0.3761 loss_ce_2: 0.3434 loss_bbox_2: 0.2004 loss_giou_2: 0.3524 loss_ce_3: 0.3033 loss_bbox_3: 0.195 loss_giou_3: 0.3377 loss_ce_4: 0.2898 loss_bbox_4: 0.1916 loss_giou_4: 0.3287 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:26] d2.utils.events INFO: eta: 17:03:17 iter: 231879 total_loss: 5.753 loss_ce: 0.3051 loss_bbox: 0.1939 loss_giou: 0.3295 loss_ce_0: 0.5251 loss_bbox_0: 0.3286 loss_giou_0: 0.5056 loss_ce_1: 0.4089 loss_bbox_1: 0.2234 loss_giou_1: 0.3817 loss_ce_2: 0.3461 loss_bbox_2: 0.2111 loss_giou_2: 0.3477 loss_ce_3: 0.3126 loss_bbox_3: 0.2023 loss_giou_3: 0.3395 loss_ce_4: 0.3105 loss_bbox_4: 0.1971 loss_giou_4: 0.3347 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:32] d2.utils.events INFO: eta: 17:02:49 iter: 231899 total_loss: 5.337 loss_ce: 0.2705 loss_bbox: 0.1748 loss_giou: 0.3146 loss_ce_0: 0.4913 loss_bbox_0: 0.3012 loss_giou_0: 0.497 loss_ce_1: 0.3881 loss_bbox_1: 0.2048 loss_giou_1: 0.3574 loss_ce_2: 0.3148 loss_bbox_2: 0.1926 loss_giou_2: 0.3372 loss_ce_3: 0.2903 loss_bbox_3: 0.182 loss_giou_3: 0.3288 loss_ce_4: 0.2771 loss_bbox_4: 0.1774 loss_giou_4: 0.3207 time: 0.2801 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:38] d2.utils.events INFO: eta: 17:01:56 iter: 231919 total_loss: 5.464 loss_ce: 0.2632 loss_bbox: 0.1959 loss_giou: 0.3219 loss_ce_0: 0.4824 loss_bbox_0: 0.3218 loss_giou_0: 0.4815 loss_ce_1: 0.3684 loss_bbox_1: 0.216 loss_giou_1: 0.3577 loss_ce_2: 0.3045 loss_bbox_2: 0.2088 loss_giou_2: 0.3369 loss_ce_3: 0.2707 loss_bbox_3: 0.2054 loss_giou_3: 0.3235 loss_ce_4: 0.2668 loss_bbox_4: 0.1992 loss_giou_4: 0.3247 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:43] d2.utils.events INFO: eta: 17:01:59 iter: 231939 total_loss: 5.54 loss_ce: 0.2692 loss_bbox: 0.1847 loss_giou: 0.3248 loss_ce_0: 0.4882 loss_bbox_0: 0.3132 loss_giou_0: 0.5026 loss_ce_1: 0.3789 loss_bbox_1: 0.2224 loss_giou_1: 0.3777 loss_ce_2: 0.3105 loss_bbox_2: 0.2001 loss_giou_2: 0.3387 loss_ce_3: 0.2812 loss_bbox_3: 0.196 loss_giou_3: 0.3358 loss_ce_4: 0.271 loss_bbox_4: 0.1924 loss_giou_4: 0.3297 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:49] d2.utils.events INFO: eta: 17:01:55 iter: 231959 total_loss: 5.473 loss_ce: 0.2764 loss_bbox: 0.1785 loss_giou: 0.3142 loss_ce_0: 0.4971 loss_bbox_0: 0.3008 loss_giou_0: 0.4849 loss_ce_1: 0.3856 loss_bbox_1: 0.2003 loss_giou_1: 0.351 loss_ce_2: 0.3254 loss_bbox_2: 0.1896 loss_giou_2: 0.3303 loss_ce_3: 0.3023 loss_bbox_3: 0.1811 loss_giou_3: 0.3196 loss_ce_4: 0.2781 loss_bbox_4: 0.1775 loss_giou_4: 0.3168 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 08:07:55] d2.utils.events INFO: eta: 17:01:54 iter: 231979 total_loss: 5.577 loss_ce: 0.2729 loss_bbox: 0.1777 loss_giou: 0.3223 loss_ce_0: 0.4779 loss_bbox_0: 0.2992 loss_giou_0: 0.5123 loss_ce_1: 0.3749 loss_bbox_1: 0.2114 loss_giou_1: 0.3816 loss_ce_2: 0.308 loss_bbox_2: 0.1849 loss_giou_2: 0.341 loss_ce_3: 0.2916 loss_bbox_3: 0.1811 loss_giou_3: 0.3246 loss_ce_4: 0.2736 loss_bbox_4: 0.1816 loss_giou_4: 0.3263 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:01] d2.utils.events INFO: eta: 17:01:43 iter: 231999 total_loss: 5.36 loss_ce: 0.26 loss_bbox: 0.1707 loss_giou: 0.3044 loss_ce_0: 0.4844 loss_bbox_0: 0.2986 loss_giou_0: 0.4603 loss_ce_1: 0.3644 loss_bbox_1: 0.2101 loss_giou_1: 0.3508 loss_ce_2: 0.3009 loss_bbox_2: 0.1926 loss_giou_2: 0.3249 loss_ce_3: 0.274 loss_bbox_3: 0.1805 loss_giou_3: 0.313 loss_ce_4: 0.2642 loss_bbox_4: 0.1762 loss_giou_4: 0.3083 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:06] d2.utils.events INFO: eta: 17:01:36 iter: 232019 total_loss: 5.789 loss_ce: 0.2878 loss_bbox: 0.1871 loss_giou: 0.3203 loss_ce_0: 0.5198 loss_bbox_0: 0.3094 loss_giou_0: 0.4992 loss_ce_1: 0.4144 loss_bbox_1: 0.2305 loss_giou_1: 0.3664 loss_ce_2: 0.3514 loss_bbox_2: 0.212 loss_giou_2: 0.3347 loss_ce_3: 0.3045 loss_bbox_3: 0.2058 loss_giou_3: 0.3256 loss_ce_4: 0.2939 loss_bbox_4: 0.1993 loss_giou_4: 0.3261 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:12] d2.utils.events INFO: eta: 17:01:20 iter: 232039 total_loss: 5.437 loss_ce: 0.2562 loss_bbox: 0.1692 loss_giou: 0.3242 loss_ce_0: 0.4879 loss_bbox_0: 0.3023 loss_giou_0: 0.5103 loss_ce_1: 0.3625 loss_bbox_1: 0.2155 loss_giou_1: 0.3687 loss_ce_2: 0.2999 loss_bbox_2: 0.1845 loss_giou_2: 0.3381 loss_ce_3: 0.2656 loss_bbox_3: 0.1776 loss_giou_3: 0.3303 loss_ce_4: 0.2554 loss_bbox_4: 0.17 loss_giou_4: 0.327 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:18] d2.utils.events INFO: eta: 17:01:13 iter: 232059 total_loss: 5.696 loss_ce: 0.2723 loss_bbox: 0.1801 loss_giou: 0.339 loss_ce_0: 0.4897 loss_bbox_0: 0.3055 loss_giou_0: 0.5153 loss_ce_1: 0.3781 loss_bbox_1: 0.2052 loss_giou_1: 0.388 loss_ce_2: 0.3188 loss_bbox_2: 0.192 loss_giou_2: 0.3555 loss_ce_3: 0.2813 loss_bbox_3: 0.1859 loss_giou_3: 0.3475 loss_ce_4: 0.2722 loss_bbox_4: 0.1815 loss_giou_4: 0.3453 time: 0.2801 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:23] d2.utils.events INFO: eta: 17:01:05 iter: 232079 total_loss: 5.593 loss_ce: 0.2649 loss_bbox: 0.1911 loss_giou: 0.3499 loss_ce_0: 0.4902 loss_bbox_0: 0.3046 loss_giou_0: 0.5326 loss_ce_1: 0.362 loss_bbox_1: 0.2142 loss_giou_1: 0.3873 loss_ce_2: 0.3101 loss_bbox_2: 0.2018 loss_giou_2: 0.3696 loss_ce_3: 0.2739 loss_bbox_3: 0.194 loss_giou_3: 0.3584 loss_ce_4: 0.2605 loss_bbox_4: 0.1941 loss_giou_4: 0.3506 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:29] d2.utils.events INFO: eta: 17:00:56 iter: 232099 total_loss: 5.904 loss_ce: 0.2942 loss_bbox: 0.2131 loss_giou: 0.3429 loss_ce_0: 0.4898 loss_bbox_0: 0.3311 loss_giou_0: 0.5058 loss_ce_1: 0.3831 loss_bbox_1: 0.2419 loss_giou_1: 0.3862 loss_ce_2: 0.3224 loss_bbox_2: 0.2222 loss_giou_2: 0.3596 loss_ce_3: 0.2941 loss_bbox_3: 0.222 loss_giou_3: 0.3459 loss_ce_4: 0.293 loss_bbox_4: 0.2153 loss_giou_4: 0.3506 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:35] d2.utils.events INFO: eta: 17:00:57 iter: 232119 total_loss: 5.546 loss_ce: 0.3077 loss_bbox: 0.1881 loss_giou: 0.3269 loss_ce_0: 0.4936 loss_bbox_0: 0.2972 loss_giou_0: 0.505 loss_ce_1: 0.3914 loss_bbox_1: 0.2083 loss_giou_1: 0.3757 loss_ce_2: 0.343 loss_bbox_2: 0.203 loss_giou_2: 0.3485 loss_ce_3: 0.3108 loss_bbox_3: 0.191 loss_giou_3: 0.3298 loss_ce_4: 0.3067 loss_bbox_4: 0.189 loss_giou_4: 0.3277 time: 0.2801 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:40] d2.utils.events INFO: eta: 17:00:52 iter: 232139 total_loss: 5.958 loss_ce: 0.3117 loss_bbox: 0.1917 loss_giou: 0.3345 loss_ce_0: 0.5025 loss_bbox_0: 0.3047 loss_giou_0: 0.4953 loss_ce_1: 0.4087 loss_bbox_1: 0.2213 loss_giou_1: 0.3755 loss_ce_2: 0.3471 loss_bbox_2: 0.2055 loss_giou_2: 0.3666 loss_ce_3: 0.3158 loss_bbox_3: 0.1946 loss_giou_3: 0.345 loss_ce_4: 0.3097 loss_bbox_4: 0.1941 loss_giou_4: 0.3403 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:46] d2.utils.events INFO: eta: 17:00:46 iter: 232159 total_loss: 5.906 loss_ce: 0.2953 loss_bbox: 0.1929 loss_giou: 0.3341 loss_ce_0: 0.4897 loss_bbox_0: 0.3174 loss_giou_0: 0.5363 loss_ce_1: 0.3979 loss_bbox_1: 0.217 loss_giou_1: 0.3855 loss_ce_2: 0.3394 loss_bbox_2: 0.1997 loss_giou_2: 0.3504 loss_ce_3: 0.3081 loss_bbox_3: 0.1908 loss_giou_3: 0.3443 loss_ce_4: 0.2983 loss_bbox_4: 0.1931 loss_giou_4: 0.3443 time: 0.2801 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:52] d2.utils.events INFO: eta: 17:01:02 iter: 232179 total_loss: 5.576 loss_ce: 0.2965 loss_bbox: 0.1798 loss_giou: 0.3207 loss_ce_0: 0.499 loss_bbox_0: 0.3147 loss_giou_0: 0.4869 loss_ce_1: 0.4036 loss_bbox_1: 0.2207 loss_giou_1: 0.3607 loss_ce_2: 0.3487 loss_bbox_2: 0.1948 loss_giou_2: 0.3337 loss_ce_3: 0.306 loss_bbox_3: 0.1891 loss_giou_3: 0.325 loss_ce_4: 0.2955 loss_bbox_4: 0.1825 loss_giou_4: 0.3221 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:08:57] d2.utils.events INFO: eta: 17:00:47 iter: 232199 total_loss: 5.918 loss_ce: 0.2999 loss_bbox: 0.1874 loss_giou: 0.3451 loss_ce_0: 0.507 loss_bbox_0: 0.31 loss_giou_0: 0.5394 loss_ce_1: 0.4074 loss_bbox_1: 0.219 loss_giou_1: 0.4015 loss_ce_2: 0.3543 loss_bbox_2: 0.2012 loss_giou_2: 0.3658 loss_ce_3: 0.3235 loss_bbox_3: 0.194 loss_giou_3: 0.3544 loss_ce_4: 0.307 loss_bbox_4: 0.1872 loss_giou_4: 0.35 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:03] d2.utils.events INFO: eta: 17:00:42 iter: 232219 total_loss: 5.522 loss_ce: 0.289 loss_bbox: 0.1918 loss_giou: 0.3142 loss_ce_0: 0.4839 loss_bbox_0: 0.3087 loss_giou_0: 0.484 loss_ce_1: 0.3813 loss_bbox_1: 0.2225 loss_giou_1: 0.355 loss_ce_2: 0.3146 loss_bbox_2: 0.2015 loss_giou_2: 0.3258 loss_ce_3: 0.2859 loss_bbox_3: 0.2003 loss_giou_3: 0.3153 loss_ce_4: 0.2783 loss_bbox_4: 0.194 loss_giou_4: 0.3146 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:09] d2.utils.events INFO: eta: 17:00:36 iter: 232239 total_loss: 5.488 loss_ce: 0.2712 loss_bbox: 0.1767 loss_giou: 0.3237 loss_ce_0: 0.4877 loss_bbox_0: 0.3031 loss_giou_0: 0.5068 loss_ce_1: 0.3855 loss_bbox_1: 0.2093 loss_giou_1: 0.3727 loss_ce_2: 0.3176 loss_bbox_2: 0.1885 loss_giou_2: 0.3437 loss_ce_3: 0.2921 loss_bbox_3: 0.1836 loss_giou_3: 0.3366 loss_ce_4: 0.2831 loss_bbox_4: 0.179 loss_giou_4: 0.3302 time: 0.2801 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:15] d2.utils.events INFO: eta: 17:00:17 iter: 232259 total_loss: 5.569 loss_ce: 0.2795 loss_bbox: 0.183 loss_giou: 0.317 loss_ce_0: 0.4753 loss_bbox_0: 0.3042 loss_giou_0: 0.4848 loss_ce_1: 0.3824 loss_bbox_1: 0.2095 loss_giou_1: 0.3604 loss_ce_2: 0.3239 loss_bbox_2: 0.1941 loss_giou_2: 0.3367 loss_ce_3: 0.2854 loss_bbox_3: 0.1906 loss_giou_3: 0.3263 loss_ce_4: 0.2768 loss_bbox_4: 0.1865 loss_giou_4: 0.321 time: 0.2801 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:20] d2.utils.events INFO: eta: 17:00:09 iter: 232279 total_loss: 5.194 loss_ce: 0.2547 loss_bbox: 0.1724 loss_giou: 0.3248 loss_ce_0: 0.4648 loss_bbox_0: 0.3028 loss_giou_0: 0.4947 loss_ce_1: 0.3562 loss_bbox_1: 0.1999 loss_giou_1: 0.3615 loss_ce_2: 0.2921 loss_bbox_2: 0.1827 loss_giou_2: 0.334 loss_ce_3: 0.2682 loss_bbox_3: 0.1769 loss_giou_3: 0.327 loss_ce_4: 0.2513 loss_bbox_4: 0.1738 loss_giou_4: 0.3253 time: 0.2801 data_time: 0.0186 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:26] d2.utils.events INFO: eta: 17:00:12 iter: 232299 total_loss: 5.403 loss_ce: 0.2573 loss_bbox: 0.1666 loss_giou: 0.3275 loss_ce_0: 0.4806 loss_bbox_0: 0.2876 loss_giou_0: 0.521 loss_ce_1: 0.3669 loss_bbox_1: 0.198 loss_giou_1: 0.3718 loss_ce_2: 0.2993 loss_bbox_2: 0.1836 loss_giou_2: 0.3432 loss_ce_3: 0.2816 loss_bbox_3: 0.1771 loss_giou_3: 0.3323 loss_ce_4: 0.2587 loss_bbox_4: 0.1688 loss_giou_4: 0.3277 time: 0.2801 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:32] d2.utils.events INFO: eta: 17:00:36 iter: 232319 total_loss: 5.63 loss_ce: 0.3031 loss_bbox: 0.1698 loss_giou: 0.356 loss_ce_0: 0.4796 loss_bbox_0: 0.295 loss_giou_0: 0.5306 loss_ce_1: 0.3828 loss_bbox_1: 0.2055 loss_giou_1: 0.4048 loss_ce_2: 0.3206 loss_bbox_2: 0.1921 loss_giou_2: 0.3745 loss_ce_3: 0.3 loss_bbox_3: 0.1721 loss_giou_3: 0.3595 loss_ce_4: 0.2955 loss_bbox_4: 0.1757 loss_giou_4: 0.3548 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:37] d2.utils.events INFO: eta: 17:00:30 iter: 232339 total_loss: 5.669 loss_ce: 0.2889 loss_bbox: 0.1886 loss_giou: 0.3232 loss_ce_0: 0.5093 loss_bbox_0: 0.3235 loss_giou_0: 0.5233 loss_ce_1: 0.3933 loss_bbox_1: 0.2213 loss_giou_1: 0.3805 loss_ce_2: 0.3372 loss_bbox_2: 0.2026 loss_giou_2: 0.345 loss_ce_3: 0.2996 loss_bbox_3: 0.2007 loss_giou_3: 0.3342 loss_ce_4: 0.2945 loss_bbox_4: 0.1924 loss_giou_4: 0.3238 time: 0.2801 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:43] d2.utils.events INFO: eta: 17:00:29 iter: 232359 total_loss: 5.829 loss_ce: 0.304 loss_bbox: 0.1877 loss_giou: 0.3576 loss_ce_0: 0.5022 loss_bbox_0: 0.319 loss_giou_0: 0.5428 loss_ce_1: 0.3961 loss_bbox_1: 0.2173 loss_giou_1: 0.4071 loss_ce_2: 0.3404 loss_bbox_2: 0.1967 loss_giou_2: 0.3807 loss_ce_3: 0.3255 loss_bbox_3: 0.1932 loss_giou_3: 0.3697 loss_ce_4: 0.3041 loss_bbox_4: 0.1885 loss_giou_4: 0.3624 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:49] d2.utils.events INFO: eta: 17:00:34 iter: 232379 total_loss: 5.461 loss_ce: 0.2633 loss_bbox: 0.1913 loss_giou: 0.314 loss_ce_0: 0.4963 loss_bbox_0: 0.3264 loss_giou_0: 0.4993 loss_ce_1: 0.3821 loss_bbox_1: 0.2213 loss_giou_1: 0.3653 loss_ce_2: 0.3041 loss_bbox_2: 0.1984 loss_giou_2: 0.338 loss_ce_3: 0.279 loss_bbox_3: 0.1968 loss_giou_3: 0.3251 loss_ce_4: 0.2626 loss_bbox_4: 0.1938 loss_giou_4: 0.3156 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 08:09:54] d2.utils.events INFO: eta: 17:00:21 iter: 232399 total_loss: 5.738 loss_ce: 0.2879 loss_bbox: 0.1894 loss_giou: 0.352 loss_ce_0: 0.5031 loss_bbox_0: 0.321 loss_giou_0: 0.5243 loss_ce_1: 0.3938 loss_bbox_1: 0.2279 loss_giou_1: 0.3941 loss_ce_2: 0.3383 loss_bbox_2: 0.2071 loss_giou_2: 0.365 loss_ce_3: 0.3049 loss_bbox_3: 0.1971 loss_giou_3: 0.3581 loss_ce_4: 0.2939 loss_bbox_4: 0.1906 loss_giou_4: 0.356 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:00] d2.utils.events INFO: eta: 17:00:09 iter: 232419 total_loss: 5.924 loss_ce: 0.3133 loss_bbox: 0.1706 loss_giou: 0.3468 loss_ce_0: 0.5098 loss_bbox_0: 0.3177 loss_giou_0: 0.5561 loss_ce_1: 0.4005 loss_bbox_1: 0.2105 loss_giou_1: 0.4028 loss_ce_2: 0.3494 loss_bbox_2: 0.1861 loss_giou_2: 0.3741 loss_ce_3: 0.3194 loss_bbox_3: 0.182 loss_giou_3: 0.3647 loss_ce_4: 0.3194 loss_bbox_4: 0.1733 loss_giou_4: 0.3489 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:06] d2.utils.events INFO: eta: 17:00:10 iter: 232439 total_loss: 5.56 loss_ce: 0.2761 loss_bbox: 0.1574 loss_giou: 0.3389 loss_ce_0: 0.4856 loss_bbox_0: 0.3038 loss_giou_0: 0.5312 loss_ce_1: 0.3716 loss_bbox_1: 0.1985 loss_giou_1: 0.387 loss_ce_2: 0.3112 loss_bbox_2: 0.1729 loss_giou_2: 0.357 loss_ce_3: 0.2859 loss_bbox_3: 0.1618 loss_giou_3: 0.3558 loss_ce_4: 0.2794 loss_bbox_4: 0.1591 loss_giou_4: 0.3449 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:11] d2.utils.events INFO: eta: 16:59:57 iter: 232459 total_loss: 5.499 loss_ce: 0.2848 loss_bbox: 0.1884 loss_giou: 0.3195 loss_ce_0: 0.4911 loss_bbox_0: 0.3105 loss_giou_0: 0.5119 loss_ce_1: 0.3941 loss_bbox_1: 0.219 loss_giou_1: 0.3685 loss_ce_2: 0.3163 loss_bbox_2: 0.1964 loss_giou_2: 0.3358 loss_ce_3: 0.2836 loss_bbox_3: 0.1989 loss_giou_3: 0.3272 loss_ce_4: 0.2792 loss_bbox_4: 0.1888 loss_giou_4: 0.3244 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:17] d2.utils.events INFO: eta: 17:00:01 iter: 232479 total_loss: 5.748 loss_ce: 0.2717 loss_bbox: 0.1835 loss_giou: 0.3483 loss_ce_0: 0.4874 loss_bbox_0: 0.3011 loss_giou_0: 0.5428 loss_ce_1: 0.3718 loss_bbox_1: 0.2101 loss_giou_1: 0.4042 loss_ce_2: 0.3157 loss_bbox_2: 0.1863 loss_giou_2: 0.3646 loss_ce_3: 0.2883 loss_bbox_3: 0.187 loss_giou_3: 0.3527 loss_ce_4: 0.268 loss_bbox_4: 0.1833 loss_giou_4: 0.3481 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:23] d2.utils.events INFO: eta: 17:00:13 iter: 232499 total_loss: 5.493 loss_ce: 0.2691 loss_bbox: 0.1672 loss_giou: 0.322 loss_ce_0: 0.4668 loss_bbox_0: 0.2898 loss_giou_0: 0.5 loss_ce_1: 0.357 loss_bbox_1: 0.2014 loss_giou_1: 0.3771 loss_ce_2: 0.2981 loss_bbox_2: 0.1769 loss_giou_2: 0.341 loss_ce_3: 0.2762 loss_bbox_3: 0.1709 loss_giou_3: 0.3331 loss_ce_4: 0.2721 loss_bbox_4: 0.1719 loss_giou_4: 0.3245 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:28] d2.utils.events INFO: eta: 17:00:05 iter: 232519 total_loss: 5.476 loss_ce: 0.264 loss_bbox: 0.1685 loss_giou: 0.3268 loss_ce_0: 0.4729 loss_bbox_0: 0.2946 loss_giou_0: 0.4941 loss_ce_1: 0.3592 loss_bbox_1: 0.2051 loss_giou_1: 0.3679 loss_ce_2: 0.2979 loss_bbox_2: 0.178 loss_giou_2: 0.3362 loss_ce_3: 0.2698 loss_bbox_3: 0.173 loss_giou_3: 0.3295 loss_ce_4: 0.2673 loss_bbox_4: 0.1679 loss_giou_4: 0.3274 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:34] d2.utils.events INFO: eta: 16:59:54 iter: 232539 total_loss: 5.73 loss_ce: 0.2743 loss_bbox: 0.1734 loss_giou: 0.3675 loss_ce_0: 0.5228 loss_bbox_0: 0.2977 loss_giou_0: 0.5336 loss_ce_1: 0.3855 loss_bbox_1: 0.2115 loss_giou_1: 0.4019 loss_ce_2: 0.3277 loss_bbox_2: 0.1947 loss_giou_2: 0.3813 loss_ce_3: 0.2957 loss_bbox_3: 0.1839 loss_giou_3: 0.3776 loss_ce_4: 0.2768 loss_bbox_4: 0.1794 loss_giou_4: 0.3719 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:40] d2.utils.events INFO: eta: 17:00:07 iter: 232559 total_loss: 5.686 loss_ce: 0.2747 loss_bbox: 0.1844 loss_giou: 0.3375 loss_ce_0: 0.4917 loss_bbox_0: 0.3175 loss_giou_0: 0.5019 loss_ce_1: 0.3873 loss_bbox_1: 0.2102 loss_giou_1: 0.3714 loss_ce_2: 0.3242 loss_bbox_2: 0.1924 loss_giou_2: 0.3551 loss_ce_3: 0.2726 loss_bbox_3: 0.1879 loss_giou_3: 0.3462 loss_ce_4: 0.2698 loss_bbox_4: 0.1886 loss_giou_4: 0.3404 time: 0.2801 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:45] d2.utils.events INFO: eta: 17:00:06 iter: 232579 total_loss: 5.421 loss_ce: 0.2636 loss_bbox: 0.1793 loss_giou: 0.3314 loss_ce_0: 0.4831 loss_bbox_0: 0.3131 loss_giou_0: 0.5122 loss_ce_1: 0.3674 loss_bbox_1: 0.2113 loss_giou_1: 0.3771 loss_ce_2: 0.3132 loss_bbox_2: 0.1924 loss_giou_2: 0.3483 loss_ce_3: 0.2778 loss_bbox_3: 0.189 loss_giou_3: 0.3334 loss_ce_4: 0.2709 loss_bbox_4: 0.1833 loss_giou_4: 0.33 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:51] d2.utils.events INFO: eta: 17:00:02 iter: 232599 total_loss: 5.563 loss_ce: 0.2676 loss_bbox: 0.1756 loss_giou: 0.3322 loss_ce_0: 0.4749 loss_bbox_0: 0.2955 loss_giou_0: 0.5179 loss_ce_1: 0.3811 loss_bbox_1: 0.2067 loss_giou_1: 0.3874 loss_ce_2: 0.305 loss_bbox_2: 0.1859 loss_giou_2: 0.3453 loss_ce_3: 0.2841 loss_bbox_3: 0.1801 loss_giou_3: 0.3341 loss_ce_4: 0.2638 loss_bbox_4: 0.1755 loss_giou_4: 0.332 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:10:57] d2.utils.events INFO: eta: 17:00:20 iter: 232619 total_loss: 5.761 loss_ce: 0.295 loss_bbox: 0.1808 loss_giou: 0.3559 loss_ce_0: 0.5025 loss_bbox_0: 0.3151 loss_giou_0: 0.525 loss_ce_1: 0.3986 loss_bbox_1: 0.2173 loss_giou_1: 0.4008 loss_ce_2: 0.3349 loss_bbox_2: 0.1927 loss_giou_2: 0.3701 loss_ce_3: 0.3024 loss_bbox_3: 0.186 loss_giou_3: 0.3626 loss_ce_4: 0.2906 loss_bbox_4: 0.1847 loss_giou_4: 0.3606 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:03] d2.utils.events INFO: eta: 17:00:05 iter: 232639 total_loss: 5.442 loss_ce: 0.2574 loss_bbox: 0.1745 loss_giou: 0.328 loss_ce_0: 0.4933 loss_bbox_0: 0.3188 loss_giou_0: 0.4804 loss_ce_1: 0.3632 loss_bbox_1: 0.2205 loss_giou_1: 0.367 loss_ce_2: 0.3029 loss_bbox_2: 0.1915 loss_giou_2: 0.34 loss_ce_3: 0.2863 loss_bbox_3: 0.1812 loss_giou_3: 0.3257 loss_ce_4: 0.2715 loss_bbox_4: 0.1791 loss_giou_4: 0.326 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:08] d2.utils.events INFO: eta: 17:00:07 iter: 232659 total_loss: 5.585 loss_ce: 0.2819 loss_bbox: 0.1865 loss_giou: 0.332 loss_ce_0: 0.4751 loss_bbox_0: 0.3082 loss_giou_0: 0.5153 loss_ce_1: 0.3789 loss_bbox_1: 0.2118 loss_giou_1: 0.3768 loss_ce_2: 0.3246 loss_bbox_2: 0.1964 loss_giou_2: 0.3514 loss_ce_3: 0.2881 loss_bbox_3: 0.1896 loss_giou_3: 0.3455 loss_ce_4: 0.2835 loss_bbox_4: 0.1906 loss_giou_4: 0.3304 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:14] d2.utils.events INFO: eta: 17:00:24 iter: 232679 total_loss: 5.434 loss_ce: 0.2868 loss_bbox: 0.1714 loss_giou: 0.3246 loss_ce_0: 0.4973 loss_bbox_0: 0.2953 loss_giou_0: 0.4876 loss_ce_1: 0.3898 loss_bbox_1: 0.2127 loss_giou_1: 0.3707 loss_ce_2: 0.3245 loss_bbox_2: 0.1906 loss_giou_2: 0.3407 loss_ce_3: 0.2961 loss_bbox_3: 0.1832 loss_giou_3: 0.3315 loss_ce_4: 0.2877 loss_bbox_4: 0.1777 loss_giou_4: 0.3292 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:20] d2.utils.events INFO: eta: 17:00:26 iter: 232699 total_loss: 5.548 loss_ce: 0.2853 loss_bbox: 0.1744 loss_giou: 0.3383 loss_ce_0: 0.4894 loss_bbox_0: 0.3195 loss_giou_0: 0.5354 loss_ce_1: 0.3783 loss_bbox_1: 0.2151 loss_giou_1: 0.3866 loss_ce_2: 0.3158 loss_bbox_2: 0.1895 loss_giou_2: 0.3594 loss_ce_3: 0.2857 loss_bbox_3: 0.1812 loss_giou_3: 0.3509 loss_ce_4: 0.2877 loss_bbox_4: 0.1777 loss_giou_4: 0.3467 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:25] d2.utils.events INFO: eta: 17:00:05 iter: 232719 total_loss: 5.453 loss_ce: 0.2663 loss_bbox: 0.178 loss_giou: 0.3356 loss_ce_0: 0.482 loss_bbox_0: 0.311 loss_giou_0: 0.5164 loss_ce_1: 0.3821 loss_bbox_1: 0.2055 loss_giou_1: 0.3765 loss_ce_2: 0.3052 loss_bbox_2: 0.1899 loss_giou_2: 0.3541 loss_ce_3: 0.2854 loss_bbox_3: 0.1841 loss_giou_3: 0.3426 loss_ce_4: 0.2677 loss_bbox_4: 0.1808 loss_giou_4: 0.3405 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:31] d2.utils.events INFO: eta: 16:59:38 iter: 232739 total_loss: 5.593 loss_ce: 0.2624 loss_bbox: 0.1863 loss_giou: 0.3402 loss_ce_0: 0.4705 loss_bbox_0: 0.3157 loss_giou_0: 0.5185 loss_ce_1: 0.3586 loss_bbox_1: 0.2149 loss_giou_1: 0.3898 loss_ce_2: 0.2924 loss_bbox_2: 0.1937 loss_giou_2: 0.3645 loss_ce_3: 0.2688 loss_bbox_3: 0.1878 loss_giou_3: 0.3551 loss_ce_4: 0.2629 loss_bbox_4: 0.1831 loss_giou_4: 0.3453 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:37] d2.utils.events INFO: eta: 16:59:15 iter: 232759 total_loss: 5.441 loss_ce: 0.2792 loss_bbox: 0.1825 loss_giou: 0.326 loss_ce_0: 0.4713 loss_bbox_0: 0.3118 loss_giou_0: 0.4974 loss_ce_1: 0.3767 loss_bbox_1: 0.2218 loss_giou_1: 0.3578 loss_ce_2: 0.3138 loss_bbox_2: 0.1965 loss_giou_2: 0.3372 loss_ce_3: 0.2937 loss_bbox_3: 0.1905 loss_giou_3: 0.3224 loss_ce_4: 0.2802 loss_bbox_4: 0.1865 loss_giou_4: 0.3291 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:42] d2.utils.events INFO: eta: 16:58:52 iter: 232779 total_loss: 5.747 loss_ce: 0.28 loss_bbox: 0.1873 loss_giou: 0.3408 loss_ce_0: 0.4957 loss_bbox_0: 0.3104 loss_giou_0: 0.5164 loss_ce_1: 0.3788 loss_bbox_1: 0.2137 loss_giou_1: 0.3778 loss_ce_2: 0.3242 loss_bbox_2: 0.1921 loss_giou_2: 0.3464 loss_ce_3: 0.2948 loss_bbox_3: 0.1893 loss_giou_3: 0.3373 loss_ce_4: 0.284 loss_bbox_4: 0.1874 loss_giou_4: 0.3358 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:48] d2.utils.events INFO: eta: 16:58:49 iter: 232799 total_loss: 5.388 loss_ce: 0.2812 loss_bbox: 0.1663 loss_giou: 0.3238 loss_ce_0: 0.4727 loss_bbox_0: 0.2787 loss_giou_0: 0.527 loss_ce_1: 0.3627 loss_bbox_1: 0.1973 loss_giou_1: 0.3869 loss_ce_2: 0.3113 loss_bbox_2: 0.1774 loss_giou_2: 0.356 loss_ce_3: 0.2863 loss_bbox_3: 0.1719 loss_giou_3: 0.3421 loss_ce_4: 0.275 loss_bbox_4: 0.1691 loss_giou_4: 0.3361 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:54] d2.utils.events INFO: eta: 16:58:23 iter: 232819 total_loss: 5.433 loss_ce: 0.2877 loss_bbox: 0.1658 loss_giou: 0.3402 loss_ce_0: 0.483 loss_bbox_0: 0.2892 loss_giou_0: 0.5403 loss_ce_1: 0.3647 loss_bbox_1: 0.1987 loss_giou_1: 0.3955 loss_ce_2: 0.3253 loss_bbox_2: 0.1768 loss_giou_2: 0.3613 loss_ce_3: 0.2938 loss_bbox_3: 0.1696 loss_giou_3: 0.3557 loss_ce_4: 0.2867 loss_bbox_4: 0.1687 loss_giou_4: 0.3487 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:11:59] d2.utils.events INFO: eta: 16:58:11 iter: 232839 total_loss: 5.15 loss_ce: 0.264 loss_bbox: 0.1802 loss_giou: 0.3052 loss_ce_0: 0.4614 loss_bbox_0: 0.2959 loss_giou_0: 0.469 loss_ce_1: 0.3538 loss_bbox_1: 0.2116 loss_giou_1: 0.3378 loss_ce_2: 0.3092 loss_bbox_2: 0.1975 loss_giou_2: 0.3171 loss_ce_3: 0.28 loss_bbox_3: 0.185 loss_giou_3: 0.3117 loss_ce_4: 0.2677 loss_bbox_4: 0.1852 loss_giou_4: 0.3073 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:05] d2.utils.events INFO: eta: 16:57:48 iter: 232859 total_loss: 5.401 loss_ce: 0.2726 loss_bbox: 0.1822 loss_giou: 0.3107 loss_ce_0: 0.4712 loss_bbox_0: 0.2969 loss_giou_0: 0.4612 loss_ce_1: 0.3595 loss_bbox_1: 0.2101 loss_giou_1: 0.3598 loss_ce_2: 0.297 loss_bbox_2: 0.1959 loss_giou_2: 0.3316 loss_ce_3: 0.2784 loss_bbox_3: 0.1868 loss_giou_3: 0.3215 loss_ce_4: 0.271 loss_bbox_4: 0.1824 loss_giou_4: 0.3163 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:11] d2.utils.events INFO: eta: 16:57:51 iter: 232879 total_loss: 5.701 loss_ce: 0.2708 loss_bbox: 0.1702 loss_giou: 0.3473 loss_ce_0: 0.4847 loss_bbox_0: 0.2874 loss_giou_0: 0.521 loss_ce_1: 0.3782 loss_bbox_1: 0.1991 loss_giou_1: 0.3973 loss_ce_2: 0.3203 loss_bbox_2: 0.185 loss_giou_2: 0.3733 loss_ce_3: 0.2975 loss_bbox_3: 0.1754 loss_giou_3: 0.3572 loss_ce_4: 0.2767 loss_bbox_4: 0.1708 loss_giou_4: 0.3488 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:16] d2.utils.events INFO: eta: 16:57:53 iter: 232899 total_loss: 5.714 loss_ce: 0.2792 loss_bbox: 0.191 loss_giou: 0.3463 loss_ce_0: 0.4862 loss_bbox_0: 0.3054 loss_giou_0: 0.5148 loss_ce_1: 0.382 loss_bbox_1: 0.2129 loss_giou_1: 0.3845 loss_ce_2: 0.3292 loss_bbox_2: 0.2019 loss_giou_2: 0.3594 loss_ce_3: 0.2958 loss_bbox_3: 0.1975 loss_giou_3: 0.3523 loss_ce_4: 0.2799 loss_bbox_4: 0.1927 loss_giou_4: 0.3463 time: 0.2801 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:22] d2.utils.events INFO: eta: 16:58:07 iter: 232919 total_loss: 5.474 loss_ce: 0.2644 loss_bbox: 0.1794 loss_giou: 0.3122 loss_ce_0: 0.4688 loss_bbox_0: 0.2983 loss_giou_0: 0.4904 loss_ce_1: 0.3653 loss_bbox_1: 0.2121 loss_giou_1: 0.372 loss_ce_2: 0.2943 loss_bbox_2: 0.1923 loss_giou_2: 0.3428 loss_ce_3: 0.2683 loss_bbox_3: 0.1862 loss_giou_3: 0.3293 loss_ce_4: 0.2664 loss_bbox_4: 0.1802 loss_giou_4: 0.319 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:28] d2.utils.events INFO: eta: 16:57:43 iter: 232939 total_loss: 5.397 loss_ce: 0.275 loss_bbox: 0.1768 loss_giou: 0.3334 loss_ce_0: 0.4818 loss_bbox_0: 0.299 loss_giou_0: 0.4993 loss_ce_1: 0.3749 loss_bbox_1: 0.2062 loss_giou_1: 0.3725 loss_ce_2: 0.3133 loss_bbox_2: 0.1882 loss_giou_2: 0.3498 loss_ce_3: 0.2838 loss_bbox_3: 0.1827 loss_giou_3: 0.3356 loss_ce_4: 0.2724 loss_bbox_4: 0.1792 loss_giou_4: 0.3346 time: 0.2801 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:33] d2.utils.events INFO: eta: 16:57:47 iter: 232959 total_loss: 5.445 loss_ce: 0.2827 loss_bbox: 0.1764 loss_giou: 0.3197 loss_ce_0: 0.4899 loss_bbox_0: 0.3006 loss_giou_0: 0.5252 loss_ce_1: 0.3787 loss_bbox_1: 0.2072 loss_giou_1: 0.3778 loss_ce_2: 0.3146 loss_bbox_2: 0.1914 loss_giou_2: 0.3415 loss_ce_3: 0.2863 loss_bbox_3: 0.1858 loss_giou_3: 0.33 loss_ce_4: 0.2806 loss_bbox_4: 0.1753 loss_giou_4: 0.3195 time: 0.2801 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:39] d2.utils.events INFO: eta: 16:57:21 iter: 232979 total_loss: 5.446 loss_ce: 0.2733 loss_bbox: 0.1821 loss_giou: 0.3156 loss_ce_0: 0.4876 loss_bbox_0: 0.3045 loss_giou_0: 0.4711 loss_ce_1: 0.3818 loss_bbox_1: 0.2103 loss_giou_1: 0.3587 loss_ce_2: 0.3254 loss_bbox_2: 0.1903 loss_giou_2: 0.3349 loss_ce_3: 0.2808 loss_bbox_3: 0.1843 loss_giou_3: 0.3248 loss_ce_4: 0.2736 loss_bbox_4: 0.1829 loss_giou_4: 0.3203 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:45] d2.utils.events INFO: eta: 16:57:06 iter: 232999 total_loss: 5.839 loss_ce: 0.3003 loss_bbox: 0.1941 loss_giou: 0.3479 loss_ce_0: 0.5161 loss_bbox_0: 0.3212 loss_giou_0: 0.5226 loss_ce_1: 0.4019 loss_bbox_1: 0.228 loss_giou_1: 0.399 loss_ce_2: 0.3508 loss_bbox_2: 0.2046 loss_giou_2: 0.362 loss_ce_3: 0.3142 loss_bbox_3: 0.1975 loss_giou_3: 0.3491 loss_ce_4: 0.302 loss_bbox_4: 0.1951 loss_giou_4: 0.3488 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:50] d2.utils.events INFO: eta: 16:56:47 iter: 233019 total_loss: 5.426 loss_ce: 0.2969 loss_bbox: 0.1834 loss_giou: 0.3125 loss_ce_0: 0.4956 loss_bbox_0: 0.3163 loss_giou_0: 0.4816 loss_ce_1: 0.3899 loss_bbox_1: 0.2122 loss_giou_1: 0.3656 loss_ce_2: 0.3271 loss_bbox_2: 0.1936 loss_giou_2: 0.3397 loss_ce_3: 0.2893 loss_bbox_3: 0.1891 loss_giou_3: 0.3265 loss_ce_4: 0.2924 loss_bbox_4: 0.1844 loss_giou_4: 0.3178 time: 0.2801 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 08:12:56] d2.utils.events INFO: eta: 16:56:40 iter: 233039 total_loss: 5.505 loss_ce: 0.2738 loss_bbox: 0.1868 loss_giou: 0.3284 loss_ce_0: 0.4953 loss_bbox_0: 0.3018 loss_giou_0: 0.4914 loss_ce_1: 0.3908 loss_bbox_1: 0.2136 loss_giou_1: 0.3699 loss_ce_2: 0.3241 loss_bbox_2: 0.197 loss_giou_2: 0.3444 loss_ce_3: 0.2903 loss_bbox_3: 0.1897 loss_giou_3: 0.3357 loss_ce_4: 0.2799 loss_bbox_4: 0.1885 loss_giou_4: 0.3307 time: 0.2801 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:01] d2.utils.events INFO: eta: 16:56:35 iter: 233059 total_loss: 5.328 loss_ce: 0.2664 loss_bbox: 0.1712 loss_giou: 0.3189 loss_ce_0: 0.4682 loss_bbox_0: 0.3057 loss_giou_0: 0.499 loss_ce_1: 0.3757 loss_bbox_1: 0.203 loss_giou_1: 0.3624 loss_ce_2: 0.3193 loss_bbox_2: 0.1789 loss_giou_2: 0.3332 loss_ce_3: 0.2837 loss_bbox_3: 0.172 loss_giou_3: 0.3247 loss_ce_4: 0.2715 loss_bbox_4: 0.1711 loss_giou_4: 0.3158 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:07] d2.utils.events INFO: eta: 16:56:24 iter: 233079 total_loss: 5.463 loss_ce: 0.2571 loss_bbox: 0.1848 loss_giou: 0.3407 loss_ce_0: 0.4825 loss_bbox_0: 0.3066 loss_giou_0: 0.51 loss_ce_1: 0.3783 loss_bbox_1: 0.2154 loss_giou_1: 0.3877 loss_ce_2: 0.3074 loss_bbox_2: 0.1927 loss_giou_2: 0.3544 loss_ce_3: 0.2681 loss_bbox_3: 0.1882 loss_giou_3: 0.3459 loss_ce_4: 0.2675 loss_bbox_4: 0.18 loss_giou_4: 0.3404 time: 0.2801 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:13] d2.utils.events INFO: eta: 16:56:23 iter: 233099 total_loss: 5.684 loss_ce: 0.2604 loss_bbox: 0.1762 loss_giou: 0.3543 loss_ce_0: 0.486 loss_bbox_0: 0.3055 loss_giou_0: 0.5251 loss_ce_1: 0.3615 loss_bbox_1: 0.2028 loss_giou_1: 0.3964 loss_ce_2: 0.3083 loss_bbox_2: 0.1858 loss_giou_2: 0.3691 loss_ce_3: 0.2738 loss_bbox_3: 0.181 loss_giou_3: 0.357 loss_ce_4: 0.2643 loss_bbox_4: 0.1757 loss_giou_4: 0.3583 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:19] d2.utils.events INFO: eta: 16:56:19 iter: 233119 total_loss: 5.792 loss_ce: 0.2867 loss_bbox: 0.1883 loss_giou: 0.3627 loss_ce_0: 0.5023 loss_bbox_0: 0.3033 loss_giou_0: 0.5364 loss_ce_1: 0.3946 loss_bbox_1: 0.2221 loss_giou_1: 0.4171 loss_ce_2: 0.3298 loss_bbox_2: 0.2011 loss_giou_2: 0.3795 loss_ce_3: 0.2909 loss_bbox_3: 0.1928 loss_giou_3: 0.3688 loss_ce_4: 0.2853 loss_bbox_4: 0.1882 loss_giou_4: 0.3642 time: 0.2801 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:24] d2.utils.events INFO: eta: 16:56:14 iter: 233139 total_loss: 5.626 loss_ce: 0.2843 loss_bbox: 0.184 loss_giou: 0.3337 loss_ce_0: 0.4962 loss_bbox_0: 0.3125 loss_giou_0: 0.5349 loss_ce_1: 0.3758 loss_bbox_1: 0.2186 loss_giou_1: 0.3849 loss_ce_2: 0.3276 loss_bbox_2: 0.1985 loss_giou_2: 0.3569 loss_ce_3: 0.3075 loss_bbox_3: 0.1901 loss_giou_3: 0.3406 loss_ce_4: 0.2879 loss_bbox_4: 0.1875 loss_giou_4: 0.3393 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:30] d2.utils.events INFO: eta: 16:56:06 iter: 233159 total_loss: 5.668 loss_ce: 0.2593 loss_bbox: 0.1758 loss_giou: 0.3493 loss_ce_0: 0.4821 loss_bbox_0: 0.2993 loss_giou_0: 0.5406 loss_ce_1: 0.3834 loss_bbox_1: 0.2052 loss_giou_1: 0.4022 loss_ce_2: 0.3143 loss_bbox_2: 0.1893 loss_giou_2: 0.364 loss_ce_3: 0.2732 loss_bbox_3: 0.1815 loss_giou_3: 0.3568 loss_ce_4: 0.256 loss_bbox_4: 0.1788 loss_giou_4: 0.3502 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:36] d2.utils.events INFO: eta: 16:55:48 iter: 233179 total_loss: 5.513 loss_ce: 0.2801 loss_bbox: 0.1865 loss_giou: 0.3283 loss_ce_0: 0.4665 loss_bbox_0: 0.3107 loss_giou_0: 0.5101 loss_ce_1: 0.3779 loss_bbox_1: 0.2173 loss_giou_1: 0.3748 loss_ce_2: 0.3078 loss_bbox_2: 0.2013 loss_giou_2: 0.3478 loss_ce_3: 0.2935 loss_bbox_3: 0.1948 loss_giou_3: 0.3399 loss_ce_4: 0.2707 loss_bbox_4: 0.1908 loss_giou_4: 0.3338 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:41] d2.utils.events INFO: eta: 16:55:46 iter: 233199 total_loss: 5.697 loss_ce: 0.2823 loss_bbox: 0.1875 loss_giou: 0.3504 loss_ce_0: 0.4786 loss_bbox_0: 0.3129 loss_giou_0: 0.5047 loss_ce_1: 0.3834 loss_bbox_1: 0.2182 loss_giou_1: 0.3995 loss_ce_2: 0.3231 loss_bbox_2: 0.1984 loss_giou_2: 0.3637 loss_ce_3: 0.295 loss_bbox_3: 0.1887 loss_giou_3: 0.36 loss_ce_4: 0.279 loss_bbox_4: 0.1858 loss_giou_4: 0.3527 time: 0.2801 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:47] d2.utils.events INFO: eta: 16:55:51 iter: 233219 total_loss: 5.769 loss_ce: 0.2911 loss_bbox: 0.1811 loss_giou: 0.3395 loss_ce_0: 0.4984 loss_bbox_0: 0.3117 loss_giou_0: 0.5189 loss_ce_1: 0.3975 loss_bbox_1: 0.2201 loss_giou_1: 0.3913 loss_ce_2: 0.3316 loss_bbox_2: 0.2051 loss_giou_2: 0.3589 loss_ce_3: 0.3059 loss_bbox_3: 0.1916 loss_giou_3: 0.342 loss_ce_4: 0.2937 loss_bbox_4: 0.184 loss_giou_4: 0.339 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:53] d2.utils.events INFO: eta: 16:55:16 iter: 233239 total_loss: 5.648 loss_ce: 0.2763 loss_bbox: 0.1916 loss_giou: 0.3354 loss_ce_0: 0.4959 loss_bbox_0: 0.3144 loss_giou_0: 0.5122 loss_ce_1: 0.3815 loss_bbox_1: 0.2212 loss_giou_1: 0.39 loss_ce_2: 0.3179 loss_bbox_2: 0.2019 loss_giou_2: 0.362 loss_ce_3: 0.2843 loss_bbox_3: 0.1979 loss_giou_3: 0.3478 loss_ce_4: 0.2766 loss_bbox_4: 0.1957 loss_giou_4: 0.3417 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:13:58] d2.utils.events INFO: eta: 16:55:17 iter: 233259 total_loss: 5.716 loss_ce: 0.2875 loss_bbox: 0.1911 loss_giou: 0.3348 loss_ce_0: 0.4981 loss_bbox_0: 0.3025 loss_giou_0: 0.5248 loss_ce_1: 0.3778 loss_bbox_1: 0.2214 loss_giou_1: 0.3866 loss_ce_2: 0.3184 loss_bbox_2: 0.2083 loss_giou_2: 0.3557 loss_ce_3: 0.2944 loss_bbox_3: 0.2032 loss_giou_3: 0.349 loss_ce_4: 0.2874 loss_bbox_4: 0.1951 loss_giou_4: 0.3472 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:04] d2.utils.events INFO: eta: 16:55:12 iter: 233279 total_loss: 5.651 loss_ce: 0.2927 loss_bbox: 0.1759 loss_giou: 0.3251 loss_ce_0: 0.4943 loss_bbox_0: 0.3087 loss_giou_0: 0.5131 loss_ce_1: 0.4048 loss_bbox_1: 0.2132 loss_giou_1: 0.3767 loss_ce_2: 0.3342 loss_bbox_2: 0.1941 loss_giou_2: 0.3505 loss_ce_3: 0.2986 loss_bbox_3: 0.1808 loss_giou_3: 0.3353 loss_ce_4: 0.2924 loss_bbox_4: 0.1769 loss_giou_4: 0.3321 time: 0.2801 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:10] d2.utils.events INFO: eta: 16:55:23 iter: 233299 total_loss: 5.471 loss_ce: 0.2694 loss_bbox: 0.1762 loss_giou: 0.3227 loss_ce_0: 0.4743 loss_bbox_0: 0.2905 loss_giou_0: 0.4931 loss_ce_1: 0.3634 loss_bbox_1: 0.2138 loss_giou_1: 0.3713 loss_ce_2: 0.2992 loss_bbox_2: 0.1934 loss_giou_2: 0.3478 loss_ce_3: 0.2875 loss_bbox_3: 0.1825 loss_giou_3: 0.3386 loss_ce_4: 0.2724 loss_bbox_4: 0.1791 loss_giou_4: 0.3285 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:16] d2.utils.events INFO: eta: 16:55:09 iter: 233319 total_loss: 5.846 loss_ce: 0.2997 loss_bbox: 0.1981 loss_giou: 0.3401 loss_ce_0: 0.505 loss_bbox_0: 0.3255 loss_giou_0: 0.522 loss_ce_1: 0.4033 loss_bbox_1: 0.2289 loss_giou_1: 0.3996 loss_ce_2: 0.352 loss_bbox_2: 0.211 loss_giou_2: 0.3629 loss_ce_3: 0.3233 loss_bbox_3: 0.203 loss_giou_3: 0.3493 loss_ce_4: 0.3087 loss_bbox_4: 0.1972 loss_giou_4: 0.3431 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:21] d2.utils.events INFO: eta: 16:55:03 iter: 233339 total_loss: 5.706 loss_ce: 0.2954 loss_bbox: 0.182 loss_giou: 0.3184 loss_ce_0: 0.4958 loss_bbox_0: 0.311 loss_giou_0: 0.4945 loss_ce_1: 0.3766 loss_bbox_1: 0.2237 loss_giou_1: 0.3706 loss_ce_2: 0.3226 loss_bbox_2: 0.1946 loss_giou_2: 0.3392 loss_ce_3: 0.3039 loss_bbox_3: 0.182 loss_giou_3: 0.3276 loss_ce_4: 0.2991 loss_bbox_4: 0.1842 loss_giou_4: 0.3238 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:27] d2.utils.events INFO: eta: 16:55:06 iter: 233359 total_loss: 5.623 loss_ce: 0.2823 loss_bbox: 0.1733 loss_giou: 0.3462 loss_ce_0: 0.4943 loss_bbox_0: 0.3023 loss_giou_0: 0.5313 loss_ce_1: 0.3928 loss_bbox_1: 0.2072 loss_giou_1: 0.3882 loss_ce_2: 0.3261 loss_bbox_2: 0.1897 loss_giou_2: 0.3575 loss_ce_3: 0.3013 loss_bbox_3: 0.1827 loss_giou_3: 0.3434 loss_ce_4: 0.2867 loss_bbox_4: 0.1764 loss_giou_4: 0.3465 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:33] d2.utils.events INFO: eta: 16:55:01 iter: 233379 total_loss: 5.604 loss_ce: 0.2826 loss_bbox: 0.1734 loss_giou: 0.3479 loss_ce_0: 0.4861 loss_bbox_0: 0.2965 loss_giou_0: 0.5085 loss_ce_1: 0.3774 loss_bbox_1: 0.203 loss_giou_1: 0.389 loss_ce_2: 0.3178 loss_bbox_2: 0.1881 loss_giou_2: 0.3596 loss_ce_3: 0.2891 loss_bbox_3: 0.1812 loss_giou_3: 0.3471 loss_ce_4: 0.2821 loss_bbox_4: 0.1735 loss_giou_4: 0.3455 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:38] d2.utils.events INFO: eta: 16:54:55 iter: 233399 total_loss: 5.679 loss_ce: 0.2868 loss_bbox: 0.1886 loss_giou: 0.3416 loss_ce_0: 0.4963 loss_bbox_0: 0.314 loss_giou_0: 0.5185 loss_ce_1: 0.3987 loss_bbox_1: 0.2164 loss_giou_1: 0.3809 loss_ce_2: 0.3345 loss_bbox_2: 0.201 loss_giou_2: 0.3515 loss_ce_3: 0.307 loss_bbox_3: 0.1916 loss_giou_3: 0.3434 loss_ce_4: 0.2925 loss_bbox_4: 0.19 loss_giou_4: 0.339 time: 0.2801 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:44] d2.utils.events INFO: eta: 16:54:49 iter: 233419 total_loss: 5.755 loss_ce: 0.2995 loss_bbox: 0.1889 loss_giou: 0.3264 loss_ce_0: 0.4959 loss_bbox_0: 0.3225 loss_giou_0: 0.519 loss_ce_1: 0.4047 loss_bbox_1: 0.2179 loss_giou_1: 0.3884 loss_ce_2: 0.3421 loss_bbox_2: 0.2083 loss_giou_2: 0.358 loss_ce_3: 0.3099 loss_bbox_3: 0.2 loss_giou_3: 0.3391 loss_ce_4: 0.3002 loss_bbox_4: 0.1967 loss_giou_4: 0.33 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:50] d2.utils.events INFO: eta: 16:54:44 iter: 233439 total_loss: 5.584 loss_ce: 0.2669 loss_bbox: 0.1972 loss_giou: 0.3372 loss_ce_0: 0.4966 loss_bbox_0: 0.3126 loss_giou_0: 0.5018 loss_ce_1: 0.376 loss_bbox_1: 0.2273 loss_giou_1: 0.3855 loss_ce_2: 0.3078 loss_bbox_2: 0.2086 loss_giou_2: 0.3624 loss_ce_3: 0.2719 loss_bbox_3: 0.2007 loss_giou_3: 0.3515 loss_ce_4: 0.2673 loss_bbox_4: 0.1966 loss_giou_4: 0.345 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 08:14:55] d2.utils.events INFO: eta: 16:54:38 iter: 233459 total_loss: 5.458 loss_ce: 0.2597 loss_bbox: 0.1823 loss_giou: 0.3204 loss_ce_0: 0.4649 loss_bbox_0: 0.2986 loss_giou_0: 0.5059 loss_ce_1: 0.3774 loss_bbox_1: 0.2114 loss_giou_1: 0.3624 loss_ce_2: 0.2992 loss_bbox_2: 0.1957 loss_giou_2: 0.331 loss_ce_3: 0.2722 loss_bbox_3: 0.1894 loss_giou_3: 0.3288 loss_ce_4: 0.2658 loss_bbox_4: 0.1843 loss_giou_4: 0.3185 time: 0.2801 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:01] d2.utils.events INFO: eta: 16:54:02 iter: 233479 total_loss: 5.507 loss_ce: 0.2649 loss_bbox: 0.1889 loss_giou: 0.3227 loss_ce_0: 0.4799 loss_bbox_0: 0.2982 loss_giou_0: 0.4856 loss_ce_1: 0.3749 loss_bbox_1: 0.209 loss_giou_1: 0.3655 loss_ce_2: 0.3086 loss_bbox_2: 0.1977 loss_giou_2: 0.3362 loss_ce_3: 0.2812 loss_bbox_3: 0.186 loss_giou_3: 0.3272 loss_ce_4: 0.2667 loss_bbox_4: 0.1842 loss_giou_4: 0.3222 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:07] d2.utils.events INFO: eta: 16:53:59 iter: 233499 total_loss: 5.722 loss_ce: 0.2746 loss_bbox: 0.1925 loss_giou: 0.3575 loss_ce_0: 0.4997 loss_bbox_0: 0.3166 loss_giou_0: 0.5172 loss_ce_1: 0.4011 loss_bbox_1: 0.2186 loss_giou_1: 0.3984 loss_ce_2: 0.3245 loss_bbox_2: 0.2056 loss_giou_2: 0.3695 loss_ce_3: 0.2896 loss_bbox_3: 0.2005 loss_giou_3: 0.3632 loss_ce_4: 0.2828 loss_bbox_4: 0.1943 loss_giou_4: 0.3609 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:12] d2.utils.events INFO: eta: 16:54:13 iter: 233519 total_loss: 5.657 loss_ce: 0.29 loss_bbox: 0.1937 loss_giou: 0.3244 loss_ce_0: 0.4975 loss_bbox_0: 0.3347 loss_giou_0: 0.5137 loss_ce_1: 0.3907 loss_bbox_1: 0.2255 loss_giou_1: 0.38 loss_ce_2: 0.3228 loss_bbox_2: 0.208 loss_giou_2: 0.3446 loss_ce_3: 0.2932 loss_bbox_3: 0.197 loss_giou_3: 0.3271 loss_ce_4: 0.2962 loss_bbox_4: 0.1928 loss_giou_4: 0.327 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:18] d2.utils.events INFO: eta: 16:54:32 iter: 233539 total_loss: 5.846 loss_ce: 0.2899 loss_bbox: 0.1919 loss_giou: 0.363 loss_ce_0: 0.515 loss_bbox_0: 0.3233 loss_giou_0: 0.5303 loss_ce_1: 0.4045 loss_bbox_1: 0.2221 loss_giou_1: 0.4082 loss_ce_2: 0.3288 loss_bbox_2: 0.202 loss_giou_2: 0.3787 loss_ce_3: 0.2902 loss_bbox_3: 0.2003 loss_giou_3: 0.3706 loss_ce_4: 0.2862 loss_bbox_4: 0.1931 loss_giou_4: 0.3631 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:24] d2.utils.events INFO: eta: 16:53:49 iter: 233559 total_loss: 5.814 loss_ce: 0.2905 loss_bbox: 0.1913 loss_giou: 0.3353 loss_ce_0: 0.497 loss_bbox_0: 0.3233 loss_giou_0: 0.4678 loss_ce_1: 0.3927 loss_bbox_1: 0.2397 loss_giou_1: 0.3653 loss_ce_2: 0.336 loss_bbox_2: 0.2119 loss_giou_2: 0.3371 loss_ce_3: 0.3023 loss_bbox_3: 0.1998 loss_giou_3: 0.3321 loss_ce_4: 0.2874 loss_bbox_4: 0.1944 loss_giou_4: 0.3369 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:30] d2.utils.events INFO: eta: 16:54:04 iter: 233579 total_loss: 5.952 loss_ce: 0.2931 loss_bbox: 0.1845 loss_giou: 0.3583 loss_ce_0: 0.5209 loss_bbox_0: 0.3209 loss_giou_0: 0.5744 loss_ce_1: 0.3872 loss_bbox_1: 0.2113 loss_giou_1: 0.4233 loss_ce_2: 0.3416 loss_bbox_2: 0.2011 loss_giou_2: 0.3781 loss_ce_3: 0.313 loss_bbox_3: 0.1899 loss_giou_3: 0.3678 loss_ce_4: 0.2931 loss_bbox_4: 0.1888 loss_giou_4: 0.3668 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:35] d2.utils.events INFO: eta: 16:53:59 iter: 233599 total_loss: 5.497 loss_ce: 0.2735 loss_bbox: 0.1754 loss_giou: 0.3273 loss_ce_0: 0.4897 loss_bbox_0: 0.3064 loss_giou_0: 0.486 loss_ce_1: 0.3913 loss_bbox_1: 0.2089 loss_giou_1: 0.3614 loss_ce_2: 0.3246 loss_bbox_2: 0.1949 loss_giou_2: 0.3422 loss_ce_3: 0.2879 loss_bbox_3: 0.1813 loss_giou_3: 0.3346 loss_ce_4: 0.2698 loss_bbox_4: 0.1718 loss_giou_4: 0.3303 time: 0.2801 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:41] d2.utils.events INFO: eta: 16:53:16 iter: 233619 total_loss: 5.616 loss_ce: 0.2789 loss_bbox: 0.1854 loss_giou: 0.3361 loss_ce_0: 0.4922 loss_bbox_0: 0.3021 loss_giou_0: 0.4909 loss_ce_1: 0.3833 loss_bbox_1: 0.212 loss_giou_1: 0.377 loss_ce_2: 0.3118 loss_bbox_2: 0.199 loss_giou_2: 0.3479 loss_ce_3: 0.2855 loss_bbox_3: 0.1934 loss_giou_3: 0.3381 loss_ce_4: 0.274 loss_bbox_4: 0.1892 loss_giou_4: 0.3378 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:47] d2.utils.events INFO: eta: 16:53:15 iter: 233639 total_loss: 5.643 loss_ce: 0.2794 loss_bbox: 0.1866 loss_giou: 0.341 loss_ce_0: 0.4942 loss_bbox_0: 0.3105 loss_giou_0: 0.5126 loss_ce_1: 0.3878 loss_bbox_1: 0.2188 loss_giou_1: 0.3767 loss_ce_2: 0.3213 loss_bbox_2: 0.2064 loss_giou_2: 0.3572 loss_ce_3: 0.2801 loss_bbox_3: 0.1924 loss_giou_3: 0.3423 loss_ce_4: 0.2683 loss_bbox_4: 0.1894 loss_giou_4: 0.3414 time: 0.2801 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:52] d2.utils.events INFO: eta: 16:53:05 iter: 233659 total_loss: 5.431 loss_ce: 0.2719 loss_bbox: 0.172 loss_giou: 0.3105 loss_ce_0: 0.4802 loss_bbox_0: 0.3209 loss_giou_0: 0.4925 loss_ce_1: 0.3709 loss_bbox_1: 0.2161 loss_giou_1: 0.3575 loss_ce_2: 0.3057 loss_bbox_2: 0.1911 loss_giou_2: 0.3377 loss_ce_3: 0.2878 loss_bbox_3: 0.1791 loss_giou_3: 0.322 loss_ce_4: 0.2775 loss_bbox_4: 0.1747 loss_giou_4: 0.3163 time: 0.2801 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 08:15:58] d2.utils.events INFO: eta: 16:52:28 iter: 233679 total_loss: 5.74 loss_ce: 0.3037 loss_bbox: 0.1766 loss_giou: 0.3328 loss_ce_0: 0.5045 loss_bbox_0: 0.311 loss_giou_0: 0.519 loss_ce_1: 0.3963 loss_bbox_1: 0.2176 loss_giou_1: 0.3728 loss_ce_2: 0.341 loss_bbox_2: 0.1994 loss_giou_2: 0.3424 loss_ce_3: 0.2943 loss_bbox_3: 0.1896 loss_giou_3: 0.3378 loss_ce_4: 0.2978 loss_bbox_4: 0.1839 loss_giou_4: 0.3358 time: 0.2801 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:04] d2.utils.events INFO: eta: 16:52:12 iter: 233699 total_loss: 5.766 loss_ce: 0.2967 loss_bbox: 0.1794 loss_giou: 0.3481 loss_ce_0: 0.5047 loss_bbox_0: 0.3129 loss_giou_0: 0.5237 loss_ce_1: 0.4032 loss_bbox_1: 0.2201 loss_giou_1: 0.4003 loss_ce_2: 0.3444 loss_bbox_2: 0.1889 loss_giou_2: 0.3663 loss_ce_3: 0.3142 loss_bbox_3: 0.1823 loss_giou_3: 0.3557 loss_ce_4: 0.2966 loss_bbox_4: 0.1794 loss_giou_4: 0.3477 time: 0.2801 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:09] d2.utils.events INFO: eta: 16:52:17 iter: 233719 total_loss: 5.439 loss_ce: 0.2607 loss_bbox: 0.1829 loss_giou: 0.316 loss_ce_0: 0.4981 loss_bbox_0: 0.3098 loss_giou_0: 0.4909 loss_ce_1: 0.3687 loss_bbox_1: 0.2165 loss_giou_1: 0.3689 loss_ce_2: 0.301 loss_bbox_2: 0.2039 loss_giou_2: 0.3412 loss_ce_3: 0.2794 loss_bbox_3: 0.1916 loss_giou_3: 0.3317 loss_ce_4: 0.2683 loss_bbox_4: 0.1868 loss_giou_4: 0.3247 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:15] d2.utils.events INFO: eta: 16:52:21 iter: 233739 total_loss: 5.603 loss_ce: 0.3132 loss_bbox: 0.1776 loss_giou: 0.3285 loss_ce_0: 0.5226 loss_bbox_0: 0.3078 loss_giou_0: 0.5153 loss_ce_1: 0.4235 loss_bbox_1: 0.2039 loss_giou_1: 0.3785 loss_ce_2: 0.3521 loss_bbox_2: 0.19 loss_giou_2: 0.3472 loss_ce_3: 0.3244 loss_bbox_3: 0.1823 loss_giou_3: 0.3351 loss_ce_4: 0.3137 loss_bbox_4: 0.1794 loss_giou_4: 0.3288 time: 0.2801 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:21] d2.utils.events INFO: eta: 16:52:33 iter: 233759 total_loss: 5.65 loss_ce: 0.2874 loss_bbox: 0.1893 loss_giou: 0.329 loss_ce_0: 0.5092 loss_bbox_0: 0.315 loss_giou_0: 0.4906 loss_ce_1: 0.391 loss_bbox_1: 0.2276 loss_giou_1: 0.3716 loss_ce_2: 0.3285 loss_bbox_2: 0.2051 loss_giou_2: 0.3499 loss_ce_3: 0.3006 loss_bbox_3: 0.194 loss_giou_3: 0.3345 loss_ce_4: 0.2847 loss_bbox_4: 0.1879 loss_giou_4: 0.3288 time: 0.2801 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:26] d2.utils.events INFO: eta: 16:52:27 iter: 233779 total_loss: 5.627 loss_ce: 0.2901 loss_bbox: 0.1954 loss_giou: 0.3373 loss_ce_0: 0.497 loss_bbox_0: 0.3188 loss_giou_0: 0.52 loss_ce_1: 0.3872 loss_bbox_1: 0.2174 loss_giou_1: 0.3907 loss_ce_2: 0.3304 loss_bbox_2: 0.2099 loss_giou_2: 0.3601 loss_ce_3: 0.3062 loss_bbox_3: 0.1997 loss_giou_3: 0.3507 loss_ce_4: 0.2944 loss_bbox_4: 0.1971 loss_giou_4: 0.3458 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:32] d2.utils.events INFO: eta: 16:52:17 iter: 233799 total_loss: 5.715 loss_ce: 0.2799 loss_bbox: 0.1796 loss_giou: 0.336 loss_ce_0: 0.5001 loss_bbox_0: 0.3124 loss_giou_0: 0.5278 loss_ce_1: 0.3826 loss_bbox_1: 0.2149 loss_giou_1: 0.3907 loss_ce_2: 0.3296 loss_bbox_2: 0.1997 loss_giou_2: 0.3608 loss_ce_3: 0.29 loss_bbox_3: 0.1935 loss_giou_3: 0.3468 loss_ce_4: 0.2825 loss_bbox_4: 0.1875 loss_giou_4: 0.3412 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:38] d2.utils.events INFO: eta: 16:52:27 iter: 233819 total_loss: 5.701 loss_ce: 0.2814 loss_bbox: 0.1933 loss_giou: 0.3182 loss_ce_0: 0.4998 loss_bbox_0: 0.3204 loss_giou_0: 0.5034 loss_ce_1: 0.385 loss_bbox_1: 0.2208 loss_giou_1: 0.3754 loss_ce_2: 0.3251 loss_bbox_2: 0.2067 loss_giou_2: 0.3401 loss_ce_3: 0.2991 loss_bbox_3: 0.2047 loss_giou_3: 0.3282 loss_ce_4: 0.2911 loss_bbox_4: 0.1935 loss_giou_4: 0.3262 time: 0.2801 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:43] d2.utils.events INFO: eta: 16:52:54 iter: 233839 total_loss: 5.561 loss_ce: 0.2828 loss_bbox: 0.181 loss_giou: 0.3312 loss_ce_0: 0.4929 loss_bbox_0: 0.3034 loss_giou_0: 0.506 loss_ce_1: 0.3847 loss_bbox_1: 0.2217 loss_giou_1: 0.3903 loss_ce_2: 0.3143 loss_bbox_2: 0.1979 loss_giou_2: 0.354 loss_ce_3: 0.2926 loss_bbox_3: 0.1887 loss_giou_3: 0.3412 loss_ce_4: 0.2809 loss_bbox_4: 0.1881 loss_giou_4: 0.3356 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:49] d2.utils.events INFO: eta: 16:53:19 iter: 233859 total_loss: 5.75 loss_ce: 0.3093 loss_bbox: 0.1853 loss_giou: 0.3379 loss_ce_0: 0.4969 loss_bbox_0: 0.3268 loss_giou_0: 0.5024 loss_ce_1: 0.4159 loss_bbox_1: 0.2238 loss_giou_1: 0.3796 loss_ce_2: 0.3328 loss_bbox_2: 0.1998 loss_giou_2: 0.3534 loss_ce_3: 0.3129 loss_bbox_3: 0.1923 loss_giou_3: 0.3455 loss_ce_4: 0.2984 loss_bbox_4: 0.1856 loss_giou_4: 0.3349 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 08:16:55] d2.utils.events INFO: eta: 16:53:12 iter: 233879 total_loss: 5.575 loss_ce: 0.2933 loss_bbox: 0.172 loss_giou: 0.3438 loss_ce_0: 0.4862 loss_bbox_0: 0.2981 loss_giou_0: 0.5352 loss_ce_1: 0.3824 loss_bbox_1: 0.2085 loss_giou_1: 0.3923 loss_ce_2: 0.331 loss_bbox_2: 0.1844 loss_giou_2: 0.3681 loss_ce_3: 0.3037 loss_bbox_3: 0.1789 loss_giou_3: 0.3567 loss_ce_4: 0.2934 loss_bbox_4: 0.1729 loss_giou_4: 0.3481 time: 0.2801 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:00] d2.utils.events INFO: eta: 16:52:58 iter: 233899 total_loss: 5.778 loss_ce: 0.3019 loss_bbox: 0.1818 loss_giou: 0.3304 loss_ce_0: 0.5098 loss_bbox_0: 0.309 loss_giou_0: 0.533 loss_ce_1: 0.4146 loss_bbox_1: 0.2079 loss_giou_1: 0.3886 loss_ce_2: 0.3574 loss_bbox_2: 0.1878 loss_giou_2: 0.3544 loss_ce_3: 0.317 loss_bbox_3: 0.1823 loss_giou_3: 0.3398 loss_ce_4: 0.302 loss_bbox_4: 0.1814 loss_giou_4: 0.3307 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:06] d2.utils.events INFO: eta: 16:52:52 iter: 233919 total_loss: 5.618 loss_ce: 0.2755 loss_bbox: 0.1759 loss_giou: 0.3391 loss_ce_0: 0.501 loss_bbox_0: 0.3008 loss_giou_0: 0.5628 loss_ce_1: 0.3876 loss_bbox_1: 0.2037 loss_giou_1: 0.3928 loss_ce_2: 0.3198 loss_bbox_2: 0.1877 loss_giou_2: 0.3617 loss_ce_3: 0.2937 loss_bbox_3: 0.1781 loss_giou_3: 0.3507 loss_ce_4: 0.2796 loss_bbox_4: 0.1769 loss_giou_4: 0.3409 time: 0.2801 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:12] d2.utils.events INFO: eta: 16:52:57 iter: 233939 total_loss: 5.64 loss_ce: 0.2921 loss_bbox: 0.192 loss_giou: 0.3251 loss_ce_0: 0.5004 loss_bbox_0: 0.3147 loss_giou_0: 0.5172 loss_ce_1: 0.3894 loss_bbox_1: 0.2264 loss_giou_1: 0.3762 loss_ce_2: 0.3214 loss_bbox_2: 0.2051 loss_giou_2: 0.3483 loss_ce_3: 0.3046 loss_bbox_3: 0.1997 loss_giou_3: 0.3439 loss_ce_4: 0.2949 loss_bbox_4: 0.1963 loss_giou_4: 0.3319 time: 0.2801 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:17] d2.utils.events INFO: eta: 16:52:49 iter: 233959 total_loss: 5.61 loss_ce: 0.2731 loss_bbox: 0.1845 loss_giou: 0.3271 loss_ce_0: 0.489 loss_bbox_0: 0.3098 loss_giou_0: 0.5049 loss_ce_1: 0.3945 loss_bbox_1: 0.2193 loss_giou_1: 0.3732 loss_ce_2: 0.3363 loss_bbox_2: 0.2058 loss_giou_2: 0.3419 loss_ce_3: 0.3013 loss_bbox_3: 0.1909 loss_giou_3: 0.3351 loss_ce_4: 0.28 loss_bbox_4: 0.185 loss_giou_4: 0.3321 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:23] d2.utils.events INFO: eta: 16:53:06 iter: 233979 total_loss: 5.628 loss_ce: 0.2739 loss_bbox: 0.1756 loss_giou: 0.3383 loss_ce_0: 0.4849 loss_bbox_0: 0.3046 loss_giou_0: 0.535 loss_ce_1: 0.3747 loss_bbox_1: 0.206 loss_giou_1: 0.3898 loss_ce_2: 0.3069 loss_bbox_2: 0.1923 loss_giou_2: 0.3622 loss_ce_3: 0.2795 loss_bbox_3: 0.1833 loss_giou_3: 0.3505 loss_ce_4: 0.2713 loss_bbox_4: 0.179 loss_giou_4: 0.3464 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:29] d2.utils.events INFO: eta: 16:53:12 iter: 233999 total_loss: 5.377 loss_ce: 0.2739 loss_bbox: 0.1693 loss_giou: 0.3105 loss_ce_0: 0.4921 loss_bbox_0: 0.2967 loss_giou_0: 0.5023 loss_ce_1: 0.3892 loss_bbox_1: 0.2024 loss_giou_1: 0.3559 loss_ce_2: 0.3236 loss_bbox_2: 0.1867 loss_giou_2: 0.3278 loss_ce_3: 0.2845 loss_bbox_3: 0.1773 loss_giou_3: 0.3156 loss_ce_4: 0.28 loss_bbox_4: 0.1733 loss_giou_4: 0.3137 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:35] d2.utils.events INFO: eta: 16:53:27 iter: 234019 total_loss: 5.837 loss_ce: 0.302 loss_bbox: 0.176 loss_giou: 0.3546 loss_ce_0: 0.5095 loss_bbox_0: 0.3178 loss_giou_0: 0.5452 loss_ce_1: 0.4001 loss_bbox_1: 0.2081 loss_giou_1: 0.4079 loss_ce_2: 0.3372 loss_bbox_2: 0.1958 loss_giou_2: 0.3742 loss_ce_3: 0.3145 loss_bbox_3: 0.1829 loss_giou_3: 0.3618 loss_ce_4: 0.3035 loss_bbox_4: 0.1781 loss_giou_4: 0.356 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:40] d2.utils.events INFO: eta: 16:53:11 iter: 234039 total_loss: 5.22 loss_ce: 0.2473 loss_bbox: 0.1692 loss_giou: 0.3224 loss_ce_0: 0.4897 loss_bbox_0: 0.2978 loss_giou_0: 0.4941 loss_ce_1: 0.3713 loss_bbox_1: 0.201 loss_giou_1: 0.3777 loss_ce_2: 0.2934 loss_bbox_2: 0.1847 loss_giou_2: 0.3446 loss_ce_3: 0.268 loss_bbox_3: 0.1729 loss_giou_3: 0.331 loss_ce_4: 0.2468 loss_bbox_4: 0.1718 loss_giou_4: 0.3266 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:46] d2.utils.events INFO: eta: 16:53:16 iter: 234059 total_loss: 5.686 loss_ce: 0.2845 loss_bbox: 0.179 loss_giou: 0.3367 loss_ce_0: 0.4979 loss_bbox_0: 0.3087 loss_giou_0: 0.5239 loss_ce_1: 0.387 loss_bbox_1: 0.2134 loss_giou_1: 0.3912 loss_ce_2: 0.3149 loss_bbox_2: 0.1924 loss_giou_2: 0.3529 loss_ce_3: 0.292 loss_bbox_3: 0.1817 loss_giou_3: 0.3448 loss_ce_4: 0.2892 loss_bbox_4: 0.1779 loss_giou_4: 0.3445 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:51] d2.utils.events INFO: eta: 16:53:30 iter: 234079 total_loss: 5.21 loss_ce: 0.2519 loss_bbox: 0.1837 loss_giou: 0.3075 loss_ce_0: 0.4711 loss_bbox_0: 0.3041 loss_giou_0: 0.4748 loss_ce_1: 0.3688 loss_bbox_1: 0.2084 loss_giou_1: 0.3542 loss_ce_2: 0.2854 loss_bbox_2: 0.1967 loss_giou_2: 0.3216 loss_ce_3: 0.2645 loss_bbox_3: 0.1911 loss_giou_3: 0.3129 loss_ce_4: 0.2555 loss_bbox_4: 0.1885 loss_giou_4: 0.3128 time: 0.2801 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 08:17:57] d2.utils.events INFO: eta: 16:52:54 iter: 234099 total_loss: 5.607 loss_ce: 0.2966 loss_bbox: 0.1959 loss_giou: 0.3195 loss_ce_0: 0.5113 loss_bbox_0: 0.3274 loss_giou_0: 0.4953 loss_ce_1: 0.4194 loss_bbox_1: 0.2361 loss_giou_1: 0.3706 loss_ce_2: 0.3432 loss_bbox_2: 0.2019 loss_giou_2: 0.3364 loss_ce_3: 0.3176 loss_bbox_3: 0.2058 loss_giou_3: 0.3228 loss_ce_4: 0.3007 loss_bbox_4: 0.1991 loss_giou_4: 0.3232 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:03] d2.utils.events INFO: eta: 16:52:25 iter: 234119 total_loss: 5.574 loss_ce: 0.28 loss_bbox: 0.1797 loss_giou: 0.3349 loss_ce_0: 0.4631 loss_bbox_0: 0.3059 loss_giou_0: 0.5031 loss_ce_1: 0.3741 loss_bbox_1: 0.2064 loss_giou_1: 0.3686 loss_ce_2: 0.3063 loss_bbox_2: 0.1893 loss_giou_2: 0.349 loss_ce_3: 0.2929 loss_bbox_3: 0.1861 loss_giou_3: 0.3383 loss_ce_4: 0.2918 loss_bbox_4: 0.181 loss_giou_4: 0.3346 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:08] d2.utils.events INFO: eta: 16:52:12 iter: 234139 total_loss: 5.671 loss_ce: 0.2928 loss_bbox: 0.2033 loss_giou: 0.34 loss_ce_0: 0.5145 loss_bbox_0: 0.3146 loss_giou_0: 0.5299 loss_ce_1: 0.3921 loss_bbox_1: 0.2329 loss_giou_1: 0.3866 loss_ce_2: 0.3369 loss_bbox_2: 0.2148 loss_giou_2: 0.3599 loss_ce_3: 0.2985 loss_bbox_3: 0.2077 loss_giou_3: 0.3546 loss_ce_4: 0.3012 loss_bbox_4: 0.2089 loss_giou_4: 0.3424 time: 0.2801 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:14] d2.utils.events INFO: eta: 16:52:30 iter: 234159 total_loss: 5.674 loss_ce: 0.2925 loss_bbox: 0.1784 loss_giou: 0.3438 loss_ce_0: 0.5093 loss_bbox_0: 0.3086 loss_giou_0: 0.5386 loss_ce_1: 0.388 loss_bbox_1: 0.2178 loss_giou_1: 0.3987 loss_ce_2: 0.3351 loss_bbox_2: 0.1916 loss_giou_2: 0.3586 loss_ce_3: 0.2981 loss_bbox_3: 0.1847 loss_giou_3: 0.348 loss_ce_4: 0.2953 loss_bbox_4: 0.185 loss_giou_4: 0.3463 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:20] d2.utils.events INFO: eta: 16:52:37 iter: 234179 total_loss: 5.183 loss_ce: 0.2592 loss_bbox: 0.1602 loss_giou: 0.3197 loss_ce_0: 0.46 loss_bbox_0: 0.2929 loss_giou_0: 0.5055 loss_ce_1: 0.3495 loss_bbox_1: 0.2098 loss_giou_1: 0.3777 loss_ce_2: 0.2922 loss_bbox_2: 0.1827 loss_giou_2: 0.3465 loss_ce_3: 0.2588 loss_bbox_3: 0.176 loss_giou_3: 0.3294 loss_ce_4: 0.2589 loss_bbox_4: 0.1647 loss_giou_4: 0.3256 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:26] d2.utils.events INFO: eta: 16:52:32 iter: 234199 total_loss: 5.253 loss_ce: 0.2606 loss_bbox: 0.1669 loss_giou: 0.315 loss_ce_0: 0.4598 loss_bbox_0: 0.3036 loss_giou_0: 0.4977 loss_ce_1: 0.3754 loss_bbox_1: 0.2063 loss_giou_1: 0.3837 loss_ce_2: 0.2879 loss_bbox_2: 0.1851 loss_giou_2: 0.3369 loss_ce_3: 0.2672 loss_bbox_3: 0.1754 loss_giou_3: 0.3243 loss_ce_4: 0.2594 loss_bbox_4: 0.169 loss_giou_4: 0.32 time: 0.2801 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:31] d2.utils.events INFO: eta: 16:52:30 iter: 234219 total_loss: 5.587 loss_ce: 0.2865 loss_bbox: 0.1723 loss_giou: 0.3369 loss_ce_0: 0.4772 loss_bbox_0: 0.2893 loss_giou_0: 0.5309 loss_ce_1: 0.3932 loss_bbox_1: 0.2076 loss_giou_1: 0.3881 loss_ce_2: 0.3229 loss_bbox_2: 0.1859 loss_giou_2: 0.3568 loss_ce_3: 0.3009 loss_bbox_3: 0.176 loss_giou_3: 0.3468 loss_ce_4: 0.2896 loss_bbox_4: 0.1718 loss_giou_4: 0.3434 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:37] d2.utils.events INFO: eta: 16:52:36 iter: 234239 total_loss: 5.469 loss_ce: 0.2766 loss_bbox: 0.1844 loss_giou: 0.3076 loss_ce_0: 0.4767 loss_bbox_0: 0.3133 loss_giou_0: 0.4808 loss_ce_1: 0.369 loss_bbox_1: 0.2233 loss_giou_1: 0.3593 loss_ce_2: 0.3061 loss_bbox_2: 0.1988 loss_giou_2: 0.3265 loss_ce_3: 0.2846 loss_bbox_3: 0.191 loss_giou_3: 0.3181 loss_ce_4: 0.2761 loss_bbox_4: 0.1869 loss_giou_4: 0.3108 time: 0.2801 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:43] d2.utils.events INFO: eta: 16:52:48 iter: 234259 total_loss: 5.554 loss_ce: 0.2688 loss_bbox: 0.1785 loss_giou: 0.3254 loss_ce_0: 0.488 loss_bbox_0: 0.3072 loss_giou_0: 0.502 loss_ce_1: 0.371 loss_bbox_1: 0.2098 loss_giou_1: 0.3739 loss_ce_2: 0.317 loss_bbox_2: 0.195 loss_giou_2: 0.3431 loss_ce_3: 0.2956 loss_bbox_3: 0.184 loss_giou_3: 0.336 loss_ce_4: 0.2811 loss_bbox_4: 0.1826 loss_giou_4: 0.3318 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:49] d2.utils.events INFO: eta: 16:52:48 iter: 234279 total_loss: 5.463 loss_ce: 0.2819 loss_bbox: 0.1697 loss_giou: 0.3408 loss_ce_0: 0.5023 loss_bbox_0: 0.2933 loss_giou_0: 0.5192 loss_ce_1: 0.3946 loss_bbox_1: 0.2049 loss_giou_1: 0.3933 loss_ce_2: 0.3145 loss_bbox_2: 0.1872 loss_giou_2: 0.3632 loss_ce_3: 0.3068 loss_bbox_3: 0.1786 loss_giou_3: 0.3534 loss_ce_4: 0.2888 loss_bbox_4: 0.1711 loss_giou_4: 0.3475 time: 0.2801 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 08:18:54] d2.utils.events INFO: eta: 16:52:19 iter: 234299 total_loss: 5.556 loss_ce: 0.2715 loss_bbox: 0.186 loss_giou: 0.3382 loss_ce_0: 0.5 loss_bbox_0: 0.306 loss_giou_0: 0.5062 loss_ce_1: 0.3809 loss_bbox_1: 0.2229 loss_giou_1: 0.3829 loss_ce_2: 0.3108 loss_bbox_2: 0.2094 loss_giou_2: 0.357 loss_ce_3: 0.2792 loss_bbox_3: 0.2011 loss_giou_3: 0.3477 loss_ce_4: 0.267 loss_bbox_4: 0.1943 loss_giou_4: 0.3419 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:00] d2.utils.events INFO: eta: 16:52:27 iter: 234319 total_loss: 5.293 loss_ce: 0.2682 loss_bbox: 0.176 loss_giou: 0.3045 loss_ce_0: 0.4685 loss_bbox_0: 0.2968 loss_giou_0: 0.498 loss_ce_1: 0.363 loss_bbox_1: 0.2088 loss_giou_1: 0.3498 loss_ce_2: 0.3053 loss_bbox_2: 0.1904 loss_giou_2: 0.3229 loss_ce_3: 0.2839 loss_bbox_3: 0.186 loss_giou_3: 0.3148 loss_ce_4: 0.2676 loss_bbox_4: 0.1766 loss_giou_4: 0.3082 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:06] d2.utils.events INFO: eta: 16:52:17 iter: 234339 total_loss: 5.702 loss_ce: 0.2838 loss_bbox: 0.1944 loss_giou: 0.3298 loss_ce_0: 0.4785 loss_bbox_0: 0.3109 loss_giou_0: 0.5229 loss_ce_1: 0.357 loss_bbox_1: 0.2259 loss_giou_1: 0.3925 loss_ce_2: 0.3074 loss_bbox_2: 0.2072 loss_giou_2: 0.3505 loss_ce_3: 0.2811 loss_bbox_3: 0.1969 loss_giou_3: 0.3381 loss_ce_4: 0.275 loss_bbox_4: 0.199 loss_giou_4: 0.3356 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:11] d2.utils.events INFO: eta: 16:52:02 iter: 234359 total_loss: 5.369 loss_ce: 0.269 loss_bbox: 0.1707 loss_giou: 0.3308 loss_ce_0: 0.5014 loss_bbox_0: 0.3012 loss_giou_0: 0.4964 loss_ce_1: 0.3938 loss_bbox_1: 0.2042 loss_giou_1: 0.3667 loss_ce_2: 0.3108 loss_bbox_2: 0.1835 loss_giou_2: 0.3496 loss_ce_3: 0.2794 loss_bbox_3: 0.1793 loss_giou_3: 0.3446 loss_ce_4: 0.2697 loss_bbox_4: 0.1783 loss_giou_4: 0.333 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:17] d2.utils.events INFO: eta: 16:51:41 iter: 234379 total_loss: 5.58 loss_ce: 0.2884 loss_bbox: 0.181 loss_giou: 0.3257 loss_ce_0: 0.475 loss_bbox_0: 0.3102 loss_giou_0: 0.5032 loss_ce_1: 0.3769 loss_bbox_1: 0.2082 loss_giou_1: 0.3778 loss_ce_2: 0.3209 loss_bbox_2: 0.1929 loss_giou_2: 0.337 loss_ce_3: 0.2876 loss_bbox_3: 0.1853 loss_giou_3: 0.3283 loss_ce_4: 0.2808 loss_bbox_4: 0.1806 loss_giou_4: 0.3257 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:23] d2.utils.events INFO: eta: 16:51:43 iter: 234399 total_loss: 5.657 loss_ce: 0.278 loss_bbox: 0.1841 loss_giou: 0.3145 loss_ce_0: 0.4949 loss_bbox_0: 0.313 loss_giou_0: 0.5254 loss_ce_1: 0.3808 loss_bbox_1: 0.213 loss_giou_1: 0.366 loss_ce_2: 0.323 loss_bbox_2: 0.1972 loss_giou_2: 0.3419 loss_ce_3: 0.2979 loss_bbox_3: 0.1841 loss_giou_3: 0.3335 loss_ce_4: 0.2849 loss_bbox_4: 0.1845 loss_giou_4: 0.3267 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:28] d2.utils.events INFO: eta: 16:52:10 iter: 234419 total_loss: 5.462 loss_ce: 0.2874 loss_bbox: 0.1746 loss_giou: 0.3434 loss_ce_0: 0.4912 loss_bbox_0: 0.2893 loss_giou_0: 0.5005 loss_ce_1: 0.379 loss_bbox_1: 0.2015 loss_giou_1: 0.386 loss_ce_2: 0.3285 loss_bbox_2: 0.1862 loss_giou_2: 0.3614 loss_ce_3: 0.2949 loss_bbox_3: 0.1824 loss_giou_3: 0.3501 loss_ce_4: 0.2905 loss_bbox_4: 0.1769 loss_giou_4: 0.3449 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:34] d2.utils.events INFO: eta: 16:51:13 iter: 234439 total_loss: 5.677 loss_ce: 0.2836 loss_bbox: 0.1634 loss_giou: 0.3295 loss_ce_0: 0.4978 loss_bbox_0: 0.3017 loss_giou_0: 0.5117 loss_ce_1: 0.3912 loss_bbox_1: 0.2016 loss_giou_1: 0.3833 loss_ce_2: 0.318 loss_bbox_2: 0.18 loss_giou_2: 0.3582 loss_ce_3: 0.2995 loss_bbox_3: 0.1716 loss_giou_3: 0.341 loss_ce_4: 0.2879 loss_bbox_4: 0.1693 loss_giou_4: 0.3332 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:40] d2.utils.events INFO: eta: 16:51:13 iter: 234459 total_loss: 5.691 loss_ce: 0.2862 loss_bbox: 0.1698 loss_giou: 0.3252 loss_ce_0: 0.5039 loss_bbox_0: 0.3082 loss_giou_0: 0.5325 loss_ce_1: 0.3893 loss_bbox_1: 0.2134 loss_giou_1: 0.3861 loss_ce_2: 0.3387 loss_bbox_2: 0.1815 loss_giou_2: 0.3398 loss_ce_3: 0.2932 loss_bbox_3: 0.1737 loss_giou_3: 0.3346 loss_ce_4: 0.2936 loss_bbox_4: 0.1694 loss_giou_4: 0.3313 time: 0.2801 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:45] d2.utils.events INFO: eta: 16:51:31 iter: 234479 total_loss: 5.645 loss_ce: 0.2822 loss_bbox: 0.2033 loss_giou: 0.3171 loss_ce_0: 0.4906 loss_bbox_0: 0.3197 loss_giou_0: 0.5069 loss_ce_1: 0.3918 loss_bbox_1: 0.2294 loss_giou_1: 0.3605 loss_ce_2: 0.317 loss_bbox_2: 0.2169 loss_giou_2: 0.3408 loss_ce_3: 0.2974 loss_bbox_3: 0.2051 loss_giou_3: 0.3284 loss_ce_4: 0.286 loss_bbox_4: 0.2047 loss_giou_4: 0.322 time: 0.2801 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:51] d2.utils.events INFO: eta: 16:50:56 iter: 234499 total_loss: 5.924 loss_ce: 0.2975 loss_bbox: 0.1859 loss_giou: 0.3636 loss_ce_0: 0.4943 loss_bbox_0: 0.3008 loss_giou_0: 0.5235 loss_ce_1: 0.3884 loss_bbox_1: 0.2166 loss_giou_1: 0.3969 loss_ce_2: 0.3342 loss_bbox_2: 0.2038 loss_giou_2: 0.3724 loss_ce_3: 0.3034 loss_bbox_3: 0.1929 loss_giou_3: 0.3668 loss_ce_4: 0.2973 loss_bbox_4: 0.1913 loss_giou_4: 0.3667 time: 0.2801 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:19:57] d2.utils.events INFO: eta: 16:50:35 iter: 234519 total_loss: 5.517 loss_ce: 0.273 loss_bbox: 0.1734 loss_giou: 0.3435 loss_ce_0: 0.4836 loss_bbox_0: 0.2959 loss_giou_0: 0.5249 loss_ce_1: 0.3723 loss_bbox_1: 0.2002 loss_giou_1: 0.3912 loss_ce_2: 0.3178 loss_bbox_2: 0.186 loss_giou_2: 0.3562 loss_ce_3: 0.2852 loss_bbox_3: 0.177 loss_giou_3: 0.3546 loss_ce_4: 0.2741 loss_bbox_4: 0.1756 loss_giou_4: 0.3478 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:20:02] d2.utils.events INFO: eta: 16:50:06 iter: 234539 total_loss: 5.577 loss_ce: 0.2726 loss_bbox: 0.1832 loss_giou: 0.3109 loss_ce_0: 0.5066 loss_bbox_0: 0.3101 loss_giou_0: 0.4987 loss_ce_1: 0.3843 loss_bbox_1: 0.2016 loss_giou_1: 0.3641 loss_ce_2: 0.322 loss_bbox_2: 0.1924 loss_giou_2: 0.3367 loss_ce_3: 0.2885 loss_bbox_3: 0.185 loss_giou_3: 0.3204 loss_ce_4: 0.2765 loss_bbox_4: 0.1847 loss_giou_4: 0.3141 time: 0.2801 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 08:20:08] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 08:20:09] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 08:20:09] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 08:20:09] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 08:20:09] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 08:20:09] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 08:20:16] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0425 s/iter. Eval: 0.0003 s/iter. Total: 0.0437 s/iter. ETA=0:00:26 [11/03 08:20:21] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:26 [11/03 08:20:26] d2.evaluation.evaluator INFO: Inference done 205/625. Dataloading: 0.0028 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0515 s/iter. ETA=0:00:21 [11/03 08:20:31] d2.evaluation.evaluator INFO: Inference done 301/625. Dataloading: 0.0027 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0518 s/iter. ETA=0:00:16 [11/03 08:20:36] d2.evaluation.evaluator INFO: Inference done 394/625. Dataloading: 0.0029 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:12 [11/03 08:20:41] d2.evaluation.evaluator INFO: Inference done 489/625. Dataloading: 0.0028 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0524 s/iter. ETA=0:00:07 [11/03 08:20:46] d2.evaluation.evaluator INFO: Inference done 584/625. Dataloading: 0.0028 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:02 [11/03 08:20:48] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.723722 (0.052780 s / iter per device, on 8 devices) [11/03 08:20:48] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048937 s / iter per device, on 8 devices) [11/03 08:20:57] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 08:20:57] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 08:20:59] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 08:21:02] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 08:21:14] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.05 seconds. [11/03 08:21:15] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 08:21:16] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.31 seconds. [11/03 08:21:16] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.071 | 60.888 | 44.956 | 24.954 | 44.656 | 57.437 | [11/03 08:21:16] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.160 | bicycle | 26.964 | car | 42.351 | | motorcycle | 40.040 | airplane | 68.268 | bus | 65.052 | | train | 64.074 | truck | 36.664 | boat | 25.807 | | traffic light | 26.553 | fire hydrant | 64.836 | stop sign | 66.525 | | parking meter | 47.458 | bench | 25.001 | bird | 37.052 | | cat | 71.131 | dog | 63.938 | horse | 60.951 | | sheep | 52.518 | cow | 58.699 | elephant | 63.850 | | bear | 75.347 | zebra | 66.382 | giraffe | 66.829 | | backpack | 14.301 | umbrella | 36.731 | handbag | 12.599 | | tie | 31.792 | suitcase | 40.078 | frisbee | 68.118 | | skis | 25.319 | snowboard | 41.439 | sports ball | 47.473 | | kite | 45.178 | baseball bat | 29.982 | baseball glove | 38.870 | | skateboard | 52.002 | surfboard | 39.567 | tennis racket | 48.750 | | bottle | 37.425 | wine glass | 33.743 | cup | 41.208 | | fork | 33.101 | knife | 17.159 | spoon | 16.207 | | bowl | 44.175 | banana | 23.554 | apple | 19.882 | | sandwich | 37.729 | orange | 28.861 | broccoli | 21.290 | | carrot | 21.047 | hot dog | 35.777 | pizza | 52.543 | | donut | 43.059 | cake | 32.393 | chair | 25.705 | | couch | 45.899 | potted plant | 25.760 | bed | 49.159 | | dining table | 29.695 | toilet | 63.348 | tv | 57.980 | | laptop | 59.308 | mouse | 60.345 | remote | 34.555 | | keyboard | 51.711 | cell phone | 38.205 | microwave | 62.805 | | oven | 33.125 | toaster | 34.071 | sink | 36.855 | | refrigerator | 60.625 | book | 11.897 | clock | 50.291 | | vase | 38.447 | scissors | 33.074 | teddy bear | 44.098 | | hair drier | 8.866 | toothbrush | 28.070 | | | [11/03 08:21:17] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 08:21:17] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 08:21:17] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 08:21:17] d2.evaluation.testing INFO: copypaste: 42.0712,60.8883,44.9555,24.9542,44.6563,57.4369 [11/03 08:21:17] d2.utils.events INFO: eta: 16:49:57 iter: 234559 total_loss: 5.627 loss_ce: 0.2646 loss_bbox: 0.1866 loss_giou: 0.3483 loss_ce_0: 0.4846 loss_bbox_0: 0.3214 loss_giou_0: 0.5079 loss_ce_1: 0.3622 loss_bbox_1: 0.2253 loss_giou_1: 0.3885 loss_ce_2: 0.311 loss_bbox_2: 0.2023 loss_giou_2: 0.3621 loss_ce_3: 0.2745 loss_bbox_3: 0.1924 loss_giou_3: 0.3591 loss_ce_4: 0.2636 loss_bbox_4: 0.1875 loss_giou_4: 0.3552 time: 0.2801 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 08:21:22] d2.utils.events INFO: eta: 16:49:36 iter: 234579 total_loss: 5.748 loss_ce: 0.2873 loss_bbox: 0.1778 loss_giou: 0.316 loss_ce_0: 0.5039 loss_bbox_0: 0.3071 loss_giou_0: 0.5153 loss_ce_1: 0.3947 loss_bbox_1: 0.207 loss_giou_1: 0.3629 loss_ce_2: 0.3354 loss_bbox_2: 0.1901 loss_giou_2: 0.3299 loss_ce_3: 0.2994 loss_bbox_3: 0.1824 loss_giou_3: 0.327 loss_ce_4: 0.2893 loss_bbox_4: 0.1785 loss_giou_4: 0.3138 time: 0.2801 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 08:21:28] d2.utils.events INFO: eta: 16:49:22 iter: 234599 total_loss: 5.386 loss_ce: 0.2918 loss_bbox: 0.1797 loss_giou: 0.3237 loss_ce_0: 0.4931 loss_bbox_0: 0.2971 loss_giou_0: 0.4758 loss_ce_1: 0.3826 loss_bbox_1: 0.2003 loss_giou_1: 0.371 loss_ce_2: 0.319 loss_bbox_2: 0.1891 loss_giou_2: 0.3482 loss_ce_3: 0.3052 loss_bbox_3: 0.1816 loss_giou_3: 0.3337 loss_ce_4: 0.294 loss_bbox_4: 0.1805 loss_giou_4: 0.3268 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:21:34] d2.utils.events INFO: eta: 16:49:23 iter: 234619 total_loss: 5.623 loss_ce: 0.2795 loss_bbox: 0.1745 loss_giou: 0.3287 loss_ce_0: 0.4838 loss_bbox_0: 0.2844 loss_giou_0: 0.5104 loss_ce_1: 0.3757 loss_bbox_1: 0.2111 loss_giou_1: 0.3715 loss_ce_2: 0.3179 loss_bbox_2: 0.1924 loss_giou_2: 0.3454 loss_ce_3: 0.2872 loss_bbox_3: 0.1798 loss_giou_3: 0.3378 loss_ce_4: 0.2799 loss_bbox_4: 0.1767 loss_giou_4: 0.3348 time: 0.2801 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 08:21:39] d2.utils.events INFO: eta: 16:49:17 iter: 234639 total_loss: 5.636 loss_ce: 0.2986 loss_bbox: 0.1718 loss_giou: 0.339 loss_ce_0: 0.4958 loss_bbox_0: 0.3124 loss_giou_0: 0.537 loss_ce_1: 0.3915 loss_bbox_1: 0.2077 loss_giou_1: 0.3867 loss_ce_2: 0.3346 loss_bbox_2: 0.188 loss_giou_2: 0.3586 loss_ce_3: 0.309 loss_bbox_3: 0.1828 loss_giou_3: 0.3506 loss_ce_4: 0.3048 loss_bbox_4: 0.173 loss_giou_4: 0.344 time: 0.2801 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 08:21:45] d2.utils.events INFO: eta: 16:49:05 iter: 234659 total_loss: 5.364 loss_ce: 0.288 loss_bbox: 0.1775 loss_giou: 0.3047 loss_ce_0: 0.501 loss_bbox_0: 0.299 loss_giou_0: 0.485 loss_ce_1: 0.3841 loss_bbox_1: 0.2038 loss_giou_1: 0.3542 loss_ce_2: 0.326 loss_bbox_2: 0.188 loss_giou_2: 0.3322 loss_ce_3: 0.3056 loss_bbox_3: 0.1813 loss_giou_3: 0.3202 loss_ce_4: 0.291 loss_bbox_4: 0.1796 loss_giou_4: 0.3105 time: 0.2801 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 08:21:51] d2.utils.events INFO: eta: 16:49:23 iter: 234679 total_loss: 5.541 loss_ce: 0.2798 loss_bbox: 0.1695 loss_giou: 0.3302 loss_ce_0: 0.5003 loss_bbox_0: 0.3041 loss_giou_0: 0.5094 loss_ce_1: 0.3806 loss_bbox_1: 0.2068 loss_giou_1: 0.383 loss_ce_2: 0.3122 loss_bbox_2: 0.1821 loss_giou_2: 0.3578 loss_ce_3: 0.2945 loss_bbox_3: 0.1775 loss_giou_3: 0.3478 loss_ce_4: 0.2741 loss_bbox_4: 0.1748 loss_giou_4: 0.3309 time: 0.2801 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 08:21:57] d2.utils.events INFO: eta: 16:49:17 iter: 234699 total_loss: 5.641 loss_ce: 0.2809 loss_bbox: 0.1791 loss_giou: 0.3505 loss_ce_0: 0.472 loss_bbox_0: 0.299 loss_giou_0: 0.5097 loss_ce_1: 0.3643 loss_bbox_1: 0.2051 loss_giou_1: 0.393 loss_ce_2: 0.3089 loss_bbox_2: 0.1917 loss_giou_2: 0.3547 loss_ce_3: 0.2767 loss_bbox_3: 0.185 loss_giou_3: 0.3522 loss_ce_4: 0.285 loss_bbox_4: 0.1793 loss_giou_4: 0.3526 time: 0.2801 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:02] d2.utils.events INFO: eta: 16:49:27 iter: 234719 total_loss: 5.603 loss_ce: 0.285 loss_bbox: 0.1843 loss_giou: 0.3227 loss_ce_0: 0.4935 loss_bbox_0: 0.3173 loss_giou_0: 0.5001 loss_ce_1: 0.3843 loss_bbox_1: 0.2197 loss_giou_1: 0.3798 loss_ce_2: 0.3283 loss_bbox_2: 0.2007 loss_giou_2: 0.3405 loss_ce_3: 0.2943 loss_bbox_3: 0.196 loss_giou_3: 0.331 loss_ce_4: 0.2908 loss_bbox_4: 0.1856 loss_giou_4: 0.3259 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:08] d2.utils.events INFO: eta: 16:48:58 iter: 234739 total_loss: 5.829 loss_ce: 0.295 loss_bbox: 0.1841 loss_giou: 0.3294 loss_ce_0: 0.4995 loss_bbox_0: 0.298 loss_giou_0: 0.5202 loss_ce_1: 0.3795 loss_bbox_1: 0.2093 loss_giou_1: 0.3784 loss_ce_2: 0.3335 loss_bbox_2: 0.2002 loss_giou_2: 0.3439 loss_ce_3: 0.2945 loss_bbox_3: 0.1978 loss_giou_3: 0.3357 loss_ce_4: 0.2929 loss_bbox_4: 0.1889 loss_giou_4: 0.3352 time: 0.2801 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:14] d2.utils.events INFO: eta: 16:48:57 iter: 234759 total_loss: 5.452 loss_ce: 0.2601 loss_bbox: 0.1653 loss_giou: 0.3352 loss_ce_0: 0.4868 loss_bbox_0: 0.2946 loss_giou_0: 0.5257 loss_ce_1: 0.3848 loss_bbox_1: 0.1998 loss_giou_1: 0.3908 loss_ce_2: 0.3092 loss_bbox_2: 0.181 loss_giou_2: 0.3635 loss_ce_3: 0.2802 loss_bbox_3: 0.1738 loss_giou_3: 0.3529 loss_ce_4: 0.266 loss_bbox_4: 0.169 loss_giou_4: 0.3399 time: 0.2801 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:19] d2.utils.events INFO: eta: 16:48:58 iter: 234779 total_loss: 5.411 loss_ce: 0.2651 loss_bbox: 0.1729 loss_giou: 0.329 loss_ce_0: 0.4794 loss_bbox_0: 0.3008 loss_giou_0: 0.5176 loss_ce_1: 0.3607 loss_bbox_1: 0.2058 loss_giou_1: 0.3873 loss_ce_2: 0.3059 loss_bbox_2: 0.1837 loss_giou_2: 0.35 loss_ce_3: 0.2808 loss_bbox_3: 0.1725 loss_giou_3: 0.3366 loss_ce_4: 0.2691 loss_bbox_4: 0.1746 loss_giou_4: 0.3281 time: 0.2801 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:25] d2.utils.events INFO: eta: 16:48:52 iter: 234799 total_loss: 5.651 loss_ce: 0.2784 loss_bbox: 0.1922 loss_giou: 0.3487 loss_ce_0: 0.5009 loss_bbox_0: 0.3154 loss_giou_0: 0.5071 loss_ce_1: 0.378 loss_bbox_1: 0.2265 loss_giou_1: 0.3921 loss_ce_2: 0.3211 loss_bbox_2: 0.1981 loss_giou_2: 0.3609 loss_ce_3: 0.2884 loss_bbox_3: 0.1942 loss_giou_3: 0.3529 loss_ce_4: 0.2813 loss_bbox_4: 0.1909 loss_giou_4: 0.3484 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:31] d2.utils.events INFO: eta: 16:48:43 iter: 234819 total_loss: 5.74 loss_ce: 0.2783 loss_bbox: 0.1888 loss_giou: 0.3522 loss_ce_0: 0.4822 loss_bbox_0: 0.3088 loss_giou_0: 0.5291 loss_ce_1: 0.3721 loss_bbox_1: 0.2189 loss_giou_1: 0.3945 loss_ce_2: 0.3231 loss_bbox_2: 0.1975 loss_giou_2: 0.3726 loss_ce_3: 0.2896 loss_bbox_3: 0.1919 loss_giou_3: 0.3645 loss_ce_4: 0.2801 loss_bbox_4: 0.1848 loss_giou_4: 0.3513 time: 0.2801 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:36] d2.utils.events INFO: eta: 16:48:10 iter: 234839 total_loss: 5.877 loss_ce: 0.2961 loss_bbox: 0.1964 loss_giou: 0.3479 loss_ce_0: 0.4971 loss_bbox_0: 0.3161 loss_giou_0: 0.5097 loss_ce_1: 0.3993 loss_bbox_1: 0.2298 loss_giou_1: 0.3836 loss_ce_2: 0.3309 loss_bbox_2: 0.2069 loss_giou_2: 0.3548 loss_ce_3: 0.3084 loss_bbox_3: 0.2 loss_giou_3: 0.3442 loss_ce_4: 0.3028 loss_bbox_4: 0.1966 loss_giou_4: 0.3437 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:42] d2.utils.events INFO: eta: 16:47:58 iter: 234859 total_loss: 5.501 loss_ce: 0.2796 loss_bbox: 0.1709 loss_giou: 0.3432 loss_ce_0: 0.4874 loss_bbox_0: 0.2975 loss_giou_0: 0.5197 loss_ce_1: 0.3877 loss_bbox_1: 0.2071 loss_giou_1: 0.3872 loss_ce_2: 0.3229 loss_bbox_2: 0.1875 loss_giou_2: 0.3569 loss_ce_3: 0.2895 loss_bbox_3: 0.1807 loss_giou_3: 0.3502 loss_ce_4: 0.2818 loss_bbox_4: 0.1734 loss_giou_4: 0.3452 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:48] d2.utils.events INFO: eta: 16:47:51 iter: 234879 total_loss: 5.836 loss_ce: 0.2846 loss_bbox: 0.1714 loss_giou: 0.3535 loss_ce_0: 0.4972 loss_bbox_0: 0.3058 loss_giou_0: 0.5369 loss_ce_1: 0.3819 loss_bbox_1: 0.2199 loss_giou_1: 0.416 loss_ce_2: 0.3279 loss_bbox_2: 0.1909 loss_giou_2: 0.3824 loss_ce_3: 0.2965 loss_bbox_3: 0.1849 loss_giou_3: 0.3632 loss_ce_4: 0.2848 loss_bbox_4: 0.1729 loss_giou_4: 0.3571 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:53] d2.utils.events INFO: eta: 16:47:50 iter: 234899 total_loss: 5.488 loss_ce: 0.2835 loss_bbox: 0.18 loss_giou: 0.3334 loss_ce_0: 0.4805 loss_bbox_0: 0.2911 loss_giou_0: 0.5128 loss_ce_1: 0.383 loss_bbox_1: 0.2 loss_giou_1: 0.3807 loss_ce_2: 0.3182 loss_bbox_2: 0.1888 loss_giou_2: 0.3525 loss_ce_3: 0.2964 loss_bbox_3: 0.1847 loss_giou_3: 0.346 loss_ce_4: 0.28 loss_bbox_4: 0.179 loss_giou_4: 0.3356 time: 0.2801 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 08:22:59] d2.utils.events INFO: eta: 16:47:40 iter: 234919 total_loss: 5.632 loss_ce: 0.2739 loss_bbox: 0.1739 loss_giou: 0.3542 loss_ce_0: 0.4774 loss_bbox_0: 0.2914 loss_giou_0: 0.5238 loss_ce_1: 0.3869 loss_bbox_1: 0.2015 loss_giou_1: 0.3946 loss_ce_2: 0.3156 loss_bbox_2: 0.1867 loss_giou_2: 0.3717 loss_ce_3: 0.2852 loss_bbox_3: 0.1824 loss_giou_3: 0.3625 loss_ce_4: 0.2785 loss_bbox_4: 0.1793 loss_giou_4: 0.3554 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:05] d2.utils.events INFO: eta: 16:47:32 iter: 234939 total_loss: 5.6 loss_ce: 0.2764 loss_bbox: 0.1872 loss_giou: 0.341 loss_ce_0: 0.5014 loss_bbox_0: 0.3206 loss_giou_0: 0.5191 loss_ce_1: 0.386 loss_bbox_1: 0.2195 loss_giou_1: 0.3818 loss_ce_2: 0.3201 loss_bbox_2: 0.2014 loss_giou_2: 0.3536 loss_ce_3: 0.3 loss_bbox_3: 0.1959 loss_giou_3: 0.3469 loss_ce_4: 0.2784 loss_bbox_4: 0.1941 loss_giou_4: 0.3486 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:10] d2.utils.events INFO: eta: 16:47:29 iter: 234959 total_loss: 5.417 loss_ce: 0.2599 loss_bbox: 0.1803 loss_giou: 0.3271 loss_ce_0: 0.471 loss_bbox_0: 0.3081 loss_giou_0: 0.4937 loss_ce_1: 0.3657 loss_bbox_1: 0.2117 loss_giou_1: 0.3634 loss_ce_2: 0.2986 loss_bbox_2: 0.1839 loss_giou_2: 0.3404 loss_ce_3: 0.2706 loss_bbox_3: 0.1846 loss_giou_3: 0.3342 loss_ce_4: 0.2572 loss_bbox_4: 0.1793 loss_giou_4: 0.3319 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:16] d2.utils.events INFO: eta: 16:47:21 iter: 234979 total_loss: 5.824 loss_ce: 0.291 loss_bbox: 0.2037 loss_giou: 0.3515 loss_ce_0: 0.5243 loss_bbox_0: 0.3239 loss_giou_0: 0.5442 loss_ce_1: 0.4112 loss_bbox_1: 0.2338 loss_giou_1: 0.3958 loss_ce_2: 0.3383 loss_bbox_2: 0.2192 loss_giou_2: 0.3748 loss_ce_3: 0.3082 loss_bbox_3: 0.2123 loss_giou_3: 0.364 loss_ce_4: 0.2921 loss_bbox_4: 0.2074 loss_giou_4: 0.3521 time: 0.2801 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:22] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0234999.pth [11/03 08:23:24] d2.utils.events INFO: eta: 16:47:15 iter: 234999 total_loss: 5.171 loss_ce: 0.2621 loss_bbox: 0.1577 loss_giou: 0.3059 loss_ce_0: 0.4832 loss_bbox_0: 0.2868 loss_giou_0: 0.4992 loss_ce_1: 0.3697 loss_bbox_1: 0.1851 loss_giou_1: 0.3574 loss_ce_2: 0.3043 loss_bbox_2: 0.1724 loss_giou_2: 0.3225 loss_ce_3: 0.284 loss_bbox_3: 0.1653 loss_giou_3: 0.3093 loss_ce_4: 0.2724 loss_bbox_4: 0.1603 loss_giou_4: 0.3083 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:29] d2.utils.events INFO: eta: 16:47:02 iter: 235019 total_loss: 5.824 loss_ce: 0.2939 loss_bbox: 0.193 loss_giou: 0.3379 loss_ce_0: 0.4972 loss_bbox_0: 0.3178 loss_giou_0: 0.5203 loss_ce_1: 0.3962 loss_bbox_1: 0.2213 loss_giou_1: 0.3879 loss_ce_2: 0.3319 loss_bbox_2: 0.2069 loss_giou_2: 0.3626 loss_ce_3: 0.3058 loss_bbox_3: 0.2007 loss_giou_3: 0.3499 loss_ce_4: 0.2958 loss_bbox_4: 0.1967 loss_giou_4: 0.3451 time: 0.2801 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:35] d2.utils.events INFO: eta: 16:47:08 iter: 235039 total_loss: 5.569 loss_ce: 0.2741 loss_bbox: 0.1712 loss_giou: 0.3229 loss_ce_0: 0.4847 loss_bbox_0: 0.2914 loss_giou_0: 0.5075 loss_ce_1: 0.38 loss_bbox_1: 0.2039 loss_giou_1: 0.3667 loss_ce_2: 0.3188 loss_bbox_2: 0.179 loss_giou_2: 0.3477 loss_ce_3: 0.2889 loss_bbox_3: 0.1726 loss_giou_3: 0.3347 loss_ce_4: 0.2832 loss_bbox_4: 0.1701 loss_giou_4: 0.3278 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:40] d2.utils.events INFO: eta: 16:46:45 iter: 235059 total_loss: 5.891 loss_ce: 0.2982 loss_bbox: 0.1919 loss_giou: 0.3593 loss_ce_0: 0.4951 loss_bbox_0: 0.3143 loss_giou_0: 0.5415 loss_ce_1: 0.4044 loss_bbox_1: 0.2288 loss_giou_1: 0.4087 loss_ce_2: 0.3445 loss_bbox_2: 0.2113 loss_giou_2: 0.3764 loss_ce_3: 0.3098 loss_bbox_3: 0.2028 loss_giou_3: 0.3712 loss_ce_4: 0.306 loss_bbox_4: 0.1955 loss_giou_4: 0.3624 time: 0.2801 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:46] d2.utils.events INFO: eta: 16:46:36 iter: 235079 total_loss: 5.856 loss_ce: 0.2928 loss_bbox: 0.1879 loss_giou: 0.3417 loss_ce_0: 0.501 loss_bbox_0: 0.3196 loss_giou_0: 0.5376 loss_ce_1: 0.4108 loss_bbox_1: 0.2286 loss_giou_1: 0.3842 loss_ce_2: 0.3435 loss_bbox_2: 0.2031 loss_giou_2: 0.3616 loss_ce_3: 0.3072 loss_bbox_3: 0.1938 loss_giou_3: 0.3553 loss_ce_4: 0.293 loss_bbox_4: 0.19 loss_giou_4: 0.3462 time: 0.2801 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:52] d2.utils.events INFO: eta: 16:46:33 iter: 235099 total_loss: 5.935 loss_ce: 0.2867 loss_bbox: 0.189 loss_giou: 0.3538 loss_ce_0: 0.4943 loss_bbox_0: 0.3217 loss_giou_0: 0.5373 loss_ce_1: 0.3961 loss_bbox_1: 0.2223 loss_giou_1: 0.4053 loss_ce_2: 0.3283 loss_bbox_2: 0.2033 loss_giou_2: 0.3753 loss_ce_3: 0.3043 loss_bbox_3: 0.1914 loss_giou_3: 0.3626 loss_ce_4: 0.2893 loss_bbox_4: 0.191 loss_giou_4: 0.3602 time: 0.2801 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 08:23:57] d2.utils.events INFO: eta: 16:46:25 iter: 235119 total_loss: 5.851 loss_ce: 0.2938 loss_bbox: 0.1966 loss_giou: 0.3437 loss_ce_0: 0.5057 loss_bbox_0: 0.3351 loss_giou_0: 0.5248 loss_ce_1: 0.3976 loss_bbox_1: 0.234 loss_giou_1: 0.3923 loss_ce_2: 0.329 loss_bbox_2: 0.2121 loss_giou_2: 0.367 loss_ce_3: 0.3031 loss_bbox_3: 0.2076 loss_giou_3: 0.3461 loss_ce_4: 0.2906 loss_bbox_4: 0.2034 loss_giou_4: 0.3427 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:03] d2.utils.events INFO: eta: 16:46:22 iter: 235139 total_loss: 5.519 loss_ce: 0.291 loss_bbox: 0.175 loss_giou: 0.3223 loss_ce_0: 0.4986 loss_bbox_0: 0.2932 loss_giou_0: 0.498 loss_ce_1: 0.3878 loss_bbox_1: 0.1993 loss_giou_1: 0.3654 loss_ce_2: 0.3289 loss_bbox_2: 0.1895 loss_giou_2: 0.3367 loss_ce_3: 0.305 loss_bbox_3: 0.1755 loss_giou_3: 0.3299 loss_ce_4: 0.2913 loss_bbox_4: 0.1753 loss_giou_4: 0.3248 time: 0.2801 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:09] d2.utils.events INFO: eta: 16:45:56 iter: 235159 total_loss: 5.573 loss_ce: 0.2765 loss_bbox: 0.1852 loss_giou: 0.3293 loss_ce_0: 0.4753 loss_bbox_0: 0.299 loss_giou_0: 0.5047 loss_ce_1: 0.3928 loss_bbox_1: 0.2185 loss_giou_1: 0.3734 loss_ce_2: 0.3181 loss_bbox_2: 0.1969 loss_giou_2: 0.3431 loss_ce_3: 0.2819 loss_bbox_3: 0.1919 loss_giou_3: 0.3393 loss_ce_4: 0.2764 loss_bbox_4: 0.1841 loss_giou_4: 0.3319 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:14] d2.utils.events INFO: eta: 16:45:19 iter: 235179 total_loss: 5.435 loss_ce: 0.2511 loss_bbox: 0.1816 loss_giou: 0.3284 loss_ce_0: 0.4879 loss_bbox_0: 0.3145 loss_giou_0: 0.5126 loss_ce_1: 0.3587 loss_bbox_1: 0.2153 loss_giou_1: 0.386 loss_ce_2: 0.2914 loss_bbox_2: 0.1989 loss_giou_2: 0.3506 loss_ce_3: 0.2601 loss_bbox_3: 0.1916 loss_giou_3: 0.335 loss_ce_4: 0.2531 loss_bbox_4: 0.1906 loss_giou_4: 0.3285 time: 0.2801 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:20] d2.utils.events INFO: eta: 16:44:47 iter: 235199 total_loss: 5.75 loss_ce: 0.3067 loss_bbox: 0.1854 loss_giou: 0.3165 loss_ce_0: 0.4987 loss_bbox_0: 0.3106 loss_giou_0: 0.4892 loss_ce_1: 0.3942 loss_bbox_1: 0.2149 loss_giou_1: 0.3674 loss_ce_2: 0.3399 loss_bbox_2: 0.2036 loss_giou_2: 0.3384 loss_ce_3: 0.3116 loss_bbox_3: 0.1912 loss_giou_3: 0.3287 loss_ce_4: 0.3103 loss_bbox_4: 0.1851 loss_giou_4: 0.3216 time: 0.2801 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:26] d2.utils.events INFO: eta: 16:44:35 iter: 235219 total_loss: 5.583 loss_ce: 0.2827 loss_bbox: 0.1833 loss_giou: 0.3317 loss_ce_0: 0.5078 loss_bbox_0: 0.3133 loss_giou_0: 0.5216 loss_ce_1: 0.3974 loss_bbox_1: 0.2157 loss_giou_1: 0.376 loss_ce_2: 0.3277 loss_bbox_2: 0.1972 loss_giou_2: 0.3487 loss_ce_3: 0.2992 loss_bbox_3: 0.1936 loss_giou_3: 0.3409 loss_ce_4: 0.2841 loss_bbox_4: 0.1882 loss_giou_4: 0.338 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:31] d2.utils.events INFO: eta: 16:44:41 iter: 235239 total_loss: 5.528 loss_ce: 0.2723 loss_bbox: 0.182 loss_giou: 0.3204 loss_ce_0: 0.4918 loss_bbox_0: 0.3071 loss_giou_0: 0.5047 loss_ce_1: 0.3759 loss_bbox_1: 0.2057 loss_giou_1: 0.3726 loss_ce_2: 0.3073 loss_bbox_2: 0.1966 loss_giou_2: 0.3372 loss_ce_3: 0.2771 loss_bbox_3: 0.1822 loss_giou_3: 0.3313 loss_ce_4: 0.2687 loss_bbox_4: 0.1827 loss_giou_4: 0.3198 time: 0.2801 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:37] d2.utils.events INFO: eta: 16:44:36 iter: 235259 total_loss: 5.606 loss_ce: 0.2882 loss_bbox: 0.1741 loss_giou: 0.3385 loss_ce_0: 0.4901 loss_bbox_0: 0.3168 loss_giou_0: 0.5258 loss_ce_1: 0.3891 loss_bbox_1: 0.2115 loss_giou_1: 0.3833 loss_ce_2: 0.3343 loss_bbox_2: 0.1885 loss_giou_2: 0.3578 loss_ce_3: 0.3046 loss_bbox_3: 0.1806 loss_giou_3: 0.3519 loss_ce_4: 0.296 loss_bbox_4: 0.1788 loss_giou_4: 0.3419 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:43] d2.utils.events INFO: eta: 16:44:30 iter: 235279 total_loss: 5.773 loss_ce: 0.3173 loss_bbox: 0.1802 loss_giou: 0.3119 loss_ce_0: 0.5139 loss_bbox_0: 0.3293 loss_giou_0: 0.4774 loss_ce_1: 0.4236 loss_bbox_1: 0.2186 loss_giou_1: 0.3631 loss_ce_2: 0.3568 loss_bbox_2: 0.1969 loss_giou_2: 0.3359 loss_ce_3: 0.3193 loss_bbox_3: 0.186 loss_giou_3: 0.322 loss_ce_4: 0.3161 loss_bbox_4: 0.1815 loss_giou_4: 0.3204 time: 0.2801 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:48] d2.utils.events INFO: eta: 16:44:29 iter: 235299 total_loss: 5.797 loss_ce: 0.2909 loss_bbox: 0.1906 loss_giou: 0.3498 loss_ce_0: 0.512 loss_bbox_0: 0.3194 loss_giou_0: 0.5259 loss_ce_1: 0.3942 loss_bbox_1: 0.2167 loss_giou_1: 0.3984 loss_ce_2: 0.3351 loss_bbox_2: 0.1992 loss_giou_2: 0.3672 loss_ce_3: 0.3085 loss_bbox_3: 0.1956 loss_giou_3: 0.3584 loss_ce_4: 0.2903 loss_bbox_4: 0.1902 loss_giou_4: 0.3544 time: 0.2801 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 08:24:54] d2.utils.events INFO: eta: 16:44:19 iter: 235319 total_loss: 5.736 loss_ce: 0.2793 loss_bbox: 0.192 loss_giou: 0.3411 loss_ce_0: 0.4901 loss_bbox_0: 0.3099 loss_giou_0: 0.513 loss_ce_1: 0.3805 loss_bbox_1: 0.2211 loss_giou_1: 0.3831 loss_ce_2: 0.3245 loss_bbox_2: 0.2023 loss_giou_2: 0.3555 loss_ce_3: 0.2931 loss_bbox_3: 0.1997 loss_giou_3: 0.3488 loss_ce_4: 0.2833 loss_bbox_4: 0.1908 loss_giou_4: 0.3417 time: 0.2801 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:00] d2.utils.events INFO: eta: 16:44:28 iter: 235339 total_loss: 5.565 loss_ce: 0.2919 loss_bbox: 0.1739 loss_giou: 0.3253 loss_ce_0: 0.4818 loss_bbox_0: 0.2968 loss_giou_0: 0.4967 loss_ce_1: 0.3813 loss_bbox_1: 0.2078 loss_giou_1: 0.3724 loss_ce_2: 0.32 loss_bbox_2: 0.1891 loss_giou_2: 0.3408 loss_ce_3: 0.3035 loss_bbox_3: 0.1783 loss_giou_3: 0.3327 loss_ce_4: 0.2916 loss_bbox_4: 0.1751 loss_giou_4: 0.3248 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:05] d2.utils.events INFO: eta: 16:44:17 iter: 235359 total_loss: 5.53 loss_ce: 0.2809 loss_bbox: 0.176 loss_giou: 0.316 loss_ce_0: 0.4854 loss_bbox_0: 0.3004 loss_giou_0: 0.4945 loss_ce_1: 0.3835 loss_bbox_1: 0.2032 loss_giou_1: 0.3643 loss_ce_2: 0.3131 loss_bbox_2: 0.1921 loss_giou_2: 0.3309 loss_ce_3: 0.2802 loss_bbox_3: 0.1846 loss_giou_3: 0.3246 loss_ce_4: 0.2797 loss_bbox_4: 0.1803 loss_giou_4: 0.3181 time: 0.2801 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:11] d2.utils.events INFO: eta: 16:44:12 iter: 235379 total_loss: 5.916 loss_ce: 0.2914 loss_bbox: 0.2078 loss_giou: 0.3566 loss_ce_0: 0.4929 loss_bbox_0: 0.3177 loss_giou_0: 0.5284 loss_ce_1: 0.3931 loss_bbox_1: 0.2313 loss_giou_1: 0.395 loss_ce_2: 0.3217 loss_bbox_2: 0.2199 loss_giou_2: 0.3681 loss_ce_3: 0.2984 loss_bbox_3: 0.2089 loss_giou_3: 0.3629 loss_ce_4: 0.2933 loss_bbox_4: 0.2036 loss_giou_4: 0.3583 time: 0.2801 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:17] d2.utils.events INFO: eta: 16:44:06 iter: 235399 total_loss: 5.512 loss_ce: 0.2969 loss_bbox: 0.1824 loss_giou: 0.321 loss_ce_0: 0.4963 loss_bbox_0: 0.3155 loss_giou_0: 0.5027 loss_ce_1: 0.3893 loss_bbox_1: 0.2174 loss_giou_1: 0.3519 loss_ce_2: 0.3428 loss_bbox_2: 0.1999 loss_giou_2: 0.3304 loss_ce_3: 0.3046 loss_bbox_3: 0.189 loss_giou_3: 0.3193 loss_ce_4: 0.2983 loss_bbox_4: 0.1886 loss_giou_4: 0.3192 time: 0.2801 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:22] d2.utils.events INFO: eta: 16:43:29 iter: 235419 total_loss: 5.539 loss_ce: 0.2757 loss_bbox: 0.1804 loss_giou: 0.3138 loss_ce_0: 0.4989 loss_bbox_0: 0.3132 loss_giou_0: 0.5028 loss_ce_1: 0.3883 loss_bbox_1: 0.2155 loss_giou_1: 0.3626 loss_ce_2: 0.3205 loss_bbox_2: 0.1911 loss_giou_2: 0.327 loss_ce_3: 0.2822 loss_bbox_3: 0.1825 loss_giou_3: 0.3228 loss_ce_4: 0.2825 loss_bbox_4: 0.177 loss_giou_4: 0.3166 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:28] d2.utils.events INFO: eta: 16:43:55 iter: 235439 total_loss: 5.529 loss_ce: 0.2873 loss_bbox: 0.1802 loss_giou: 0.3377 loss_ce_0: 0.5095 loss_bbox_0: 0.3045 loss_giou_0: 0.5244 loss_ce_1: 0.3877 loss_bbox_1: 0.215 loss_giou_1: 0.3855 loss_ce_2: 0.3238 loss_bbox_2: 0.1943 loss_giou_2: 0.3525 loss_ce_3: 0.2945 loss_bbox_3: 0.1833 loss_giou_3: 0.3434 loss_ce_4: 0.2865 loss_bbox_4: 0.1843 loss_giou_4: 0.34 time: 0.2801 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:34] d2.utils.events INFO: eta: 16:43:27 iter: 235459 total_loss: 5.739 loss_ce: 0.2804 loss_bbox: 0.2015 loss_giou: 0.348 loss_ce_0: 0.4901 loss_bbox_0: 0.3224 loss_giou_0: 0.52 loss_ce_1: 0.3881 loss_bbox_1: 0.2294 loss_giou_1: 0.387 loss_ce_2: 0.3253 loss_bbox_2: 0.2093 loss_giou_2: 0.3634 loss_ce_3: 0.2883 loss_bbox_3: 0.2059 loss_giou_3: 0.3544 loss_ce_4: 0.2904 loss_bbox_4: 0.202 loss_giou_4: 0.3511 time: 0.2801 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:39] d2.utils.events INFO: eta: 16:43:06 iter: 235479 total_loss: 5.639 loss_ce: 0.2944 loss_bbox: 0.1855 loss_giou: 0.3354 loss_ce_0: 0.5044 loss_bbox_0: 0.3156 loss_giou_0: 0.5307 loss_ce_1: 0.3902 loss_bbox_1: 0.2147 loss_giou_1: 0.3825 loss_ce_2: 0.3317 loss_bbox_2: 0.1995 loss_giou_2: 0.3525 loss_ce_3: 0.3052 loss_bbox_3: 0.1905 loss_giou_3: 0.3382 loss_ce_4: 0.2989 loss_bbox_4: 0.19 loss_giou_4: 0.3402 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:45] d2.utils.events INFO: eta: 16:43:16 iter: 235499 total_loss: 5.824 loss_ce: 0.2839 loss_bbox: 0.1886 loss_giou: 0.3378 loss_ce_0: 0.506 loss_bbox_0: 0.3091 loss_giou_0: 0.534 loss_ce_1: 0.3982 loss_bbox_1: 0.2163 loss_giou_1: 0.3876 loss_ce_2: 0.3344 loss_bbox_2: 0.2008 loss_giou_2: 0.3638 loss_ce_3: 0.3057 loss_bbox_3: 0.1891 loss_giou_3: 0.3497 loss_ce_4: 0.2913 loss_bbox_4: 0.1879 loss_giou_4: 0.3431 time: 0.2801 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:51] d2.utils.events INFO: eta: 16:42:53 iter: 235519 total_loss: 5.423 loss_ce: 0.2706 loss_bbox: 0.1727 loss_giou: 0.3108 loss_ce_0: 0.4799 loss_bbox_0: 0.3024 loss_giou_0: 0.5021 loss_ce_1: 0.3718 loss_bbox_1: 0.202 loss_giou_1: 0.3587 loss_ce_2: 0.3141 loss_bbox_2: 0.1822 loss_giou_2: 0.3272 loss_ce_3: 0.2812 loss_bbox_3: 0.1748 loss_giou_3: 0.324 loss_ce_4: 0.2669 loss_bbox_4: 0.1745 loss_giou_4: 0.3176 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 08:25:56] d2.utils.events INFO: eta: 16:42:48 iter: 235539 total_loss: 5.456 loss_ce: 0.2587 loss_bbox: 0.1893 loss_giou: 0.316 loss_ce_0: 0.4808 loss_bbox_0: 0.3103 loss_giou_0: 0.4798 loss_ce_1: 0.3756 loss_bbox_1: 0.2186 loss_giou_1: 0.3721 loss_ce_2: 0.3042 loss_bbox_2: 0.2051 loss_giou_2: 0.3334 loss_ce_3: 0.2603 loss_bbox_3: 0.1987 loss_giou_3: 0.3298 loss_ce_4: 0.2529 loss_bbox_4: 0.1884 loss_giou_4: 0.3198 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:26:02] d2.utils.events INFO: eta: 16:42:59 iter: 235559 total_loss: 5.635 loss_ce: 0.2741 loss_bbox: 0.1869 loss_giou: 0.3254 loss_ce_0: 0.4926 loss_bbox_0: 0.3161 loss_giou_0: 0.5006 loss_ce_1: 0.384 loss_bbox_1: 0.2209 loss_giou_1: 0.3767 loss_ce_2: 0.3164 loss_bbox_2: 0.1998 loss_giou_2: 0.3517 loss_ce_3: 0.2853 loss_bbox_3: 0.1886 loss_giou_3: 0.3358 loss_ce_4: 0.2851 loss_bbox_4: 0.1872 loss_giou_4: 0.3279 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 08:26:08] d2.utils.events INFO: eta: 16:42:38 iter: 235579 total_loss: 5.516 loss_ce: 0.2793 loss_bbox: 0.1688 loss_giou: 0.3253 loss_ce_0: 0.476 loss_bbox_0: 0.294 loss_giou_0: 0.5095 loss_ce_1: 0.3788 loss_bbox_1: 0.2019 loss_giou_1: 0.3801 loss_ce_2: 0.3252 loss_bbox_2: 0.1795 loss_giou_2: 0.3516 loss_ce_3: 0.2976 loss_bbox_3: 0.1743 loss_giou_3: 0.3405 loss_ce_4: 0.2837 loss_bbox_4: 0.1705 loss_giou_4: 0.3305 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:26:13] d2.utils.events INFO: eta: 16:42:48 iter: 235599 total_loss: 5.723 loss_ce: 0.2813 loss_bbox: 0.1855 loss_giou: 0.3526 loss_ce_0: 0.4818 loss_bbox_0: 0.3205 loss_giou_0: 0.5364 loss_ce_1: 0.3884 loss_bbox_1: 0.2189 loss_giou_1: 0.4031 loss_ce_2: 0.3327 loss_bbox_2: 0.1939 loss_giou_2: 0.3656 loss_ce_3: 0.2982 loss_bbox_3: 0.1908 loss_giou_3: 0.3599 loss_ce_4: 0.2864 loss_bbox_4: 0.1863 loss_giou_4: 0.3548 time: 0.2801 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 08:26:19] d2.utils.events INFO: eta: 16:42:20 iter: 235619 total_loss: 5.383 loss_ce: 0.2733 loss_bbox: 0.1761 loss_giou: 0.3235 loss_ce_0: 0.491 loss_bbox_0: 0.2946 loss_giou_0: 0.502 loss_ce_1: 0.3786 loss_bbox_1: 0.2057 loss_giou_1: 0.365 loss_ce_2: 0.3157 loss_bbox_2: 0.1937 loss_giou_2: 0.3355 loss_ce_3: 0.2758 loss_bbox_3: 0.1863 loss_giou_3: 0.3289 loss_ce_4: 0.2661 loss_bbox_4: 0.1803 loss_giou_4: 0.3281 time: 0.2801 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 08:26:25] d2.utils.events INFO: eta: 16:42:08 iter: 235639 total_loss: 5.86 loss_ce: 0.2881 loss_bbox: 0.1772 loss_giou: 0.3464 loss_ce_0: 0.5244 loss_bbox_0: 0.306 loss_giou_0: 0.5513 loss_ce_1: 0.4083 loss_bbox_1: 0.2075 loss_giou_1: 0.399 loss_ce_2: 0.3492 loss_bbox_2: 0.1881 loss_giou_2: 0.3633 loss_ce_3: 0.3108 loss_bbox_3: 0.1841 loss_giou_3: 0.3551 loss_ce_4: 0.2917 loss_bbox_4: 0.1817 loss_giou_4: 0.3462 time: 0.2801 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 08:26:30] d2.utils.events INFO: eta: 16:42:02 iter: 235659 total_loss: 5.425 loss_ce: 0.274 loss_bbox: 0.1821 loss_giou: 0.3061 loss_ce_0: 0.4819 loss_bbox_0: 0.2996 loss_giou_0: 0.4885 loss_ce_1: 0.3724 loss_bbox_1: 0.2081 loss_giou_1: 0.3562 loss_ce_2: 0.3078 loss_bbox_2: 0.1929 loss_giou_2: 0.3249 loss_ce_3: 0.2823 loss_bbox_3: 0.1857 loss_giou_3: 0.3133 loss_ce_4: 0.2753 loss_bbox_4: 0.1842 loss_giou_4: 0.3115 time: 0.2801 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 08:26:36] d2.utils.events INFO: eta: 16:41:43 iter: 235679 total_loss: 5.747 loss_ce: 0.2802 loss_bbox: 0.1844 loss_giou: 0.3566 loss_ce_0: 0.4945 loss_bbox_0: 0.3133 loss_giou_0: 0.5431 loss_ce_1: 0.3873 loss_bbox_1: 0.2105 loss_giou_1: 0.4073 loss_ce_2: 0.3201 loss_bbox_2: 0.1973 loss_giou_2: 0.3855 loss_ce_3: 0.2925 loss_bbox_3: 0.1917 loss_giou_3: 0.3711 loss_ce_4: 0.2867 loss_bbox_4: 0.1849 loss_giou_4: 0.3615 time: 0.2801 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max_mem: 5427M [11/03 08:26:53] d2.utils.events INFO: eta: 16:40:31 iter: 235739 total_loss: 5.488 loss_ce: 0.2751 loss_bbox: 0.1738 loss_giou: 0.3145 loss_ce_0: 0.4878 loss_bbox_0: 0.2958 loss_giou_0: 0.479 loss_ce_1: 0.3873 loss_bbox_1: 0.2055 loss_giou_1: 0.3569 loss_ce_2: 0.3163 loss_bbox_2: 0.185 loss_giou_2: 0.3314 loss_ce_3: 0.2846 loss_bbox_3: 0.1808 loss_giou_3: 0.3233 loss_ce_4: 0.2753 loss_bbox_4: 0.1769 loss_giou_4: 0.32 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 08:26:58] d2.utils.events INFO: eta: 16:40:02 iter: 235759 total_loss: 5.685 loss_ce: 0.2733 loss_bbox: 0.1833 loss_giou: 0.3357 loss_ce_0: 0.4891 loss_bbox_0: 0.3098 loss_giou_0: 0.5291 loss_ce_1: 0.3786 loss_bbox_1: 0.2102 loss_giou_1: 0.3837 loss_ce_2: 0.3196 loss_bbox_2: 0.1983 loss_giou_2: 0.3605 loss_ce_3: 0.2837 loss_bbox_3: 0.1886 loss_giou_3: 0.3466 loss_ce_4: 0.274 loss_bbox_4: 0.1849 loss_giou_4: 0.3361 time: 0.2801 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:04] d2.utils.events INFO: eta: 16:39:57 iter: 235779 total_loss: 5.785 loss_ce: 0.2843 loss_bbox: 0.1875 loss_giou: 0.3319 loss_ce_0: 0.512 loss_bbox_0: 0.3385 loss_giou_0: 0.5109 loss_ce_1: 0.412 loss_bbox_1: 0.231 loss_giou_1: 0.3793 loss_ce_2: 0.3388 loss_bbox_2: 0.1956 loss_giou_2: 0.3521 loss_ce_3: 0.301 loss_bbox_3: 0.1947 loss_giou_3: 0.3434 loss_ce_4: 0.2889 loss_bbox_4: 0.1925 loss_giou_4: 0.3316 time: 0.2801 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:10] d2.utils.events INFO: eta: 16:39:47 iter: 235799 total_loss: 5.718 loss_ce: 0.2813 loss_bbox: 0.1889 loss_giou: 0.3333 loss_ce_0: 0.4799 loss_bbox_0: 0.3125 loss_giou_0: 0.5199 loss_ce_1: 0.3843 loss_bbox_1: 0.2152 loss_giou_1: 0.3746 loss_ce_2: 0.3298 loss_bbox_2: 0.2016 loss_giou_2: 0.3467 loss_ce_3: 0.3048 loss_bbox_3: 0.1896 loss_giou_3: 0.3403 loss_ce_4: 0.2864 loss_bbox_4: 0.1897 loss_giou_4: 0.3335 time: 0.2801 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:15] d2.utils.events INFO: eta: 16:39:33 iter: 235819 total_loss: 5.747 loss_ce: 0.2936 loss_bbox: 0.18 loss_giou: 0.3575 loss_ce_0: 0.5091 loss_bbox_0: 0.3035 loss_giou_0: 0.5516 loss_ce_1: 0.3974 loss_bbox_1: 0.204 loss_giou_1: 0.4044 loss_ce_2: 0.333 loss_bbox_2: 0.1913 loss_giou_2: 0.3778 loss_ce_3: 0.3086 loss_bbox_3: 0.1845 loss_giou_3: 0.37 loss_ce_4: 0.3005 loss_bbox_4: 0.1786 loss_giou_4: 0.3609 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:21] d2.utils.events INFO: eta: 16:39:39 iter: 235839 total_loss: 5.452 loss_ce: 0.2837 loss_bbox: 0.1801 loss_giou: 0.3292 loss_ce_0: 0.502 loss_bbox_0: 0.2979 loss_giou_0: 0.5175 loss_ce_1: 0.3864 loss_bbox_1: 0.2147 loss_giou_1: 0.3828 loss_ce_2: 0.3355 loss_bbox_2: 0.1972 loss_giou_2: 0.3482 loss_ce_3: 0.3026 loss_bbox_3: 0.1897 loss_giou_3: 0.3453 loss_ce_4: 0.2958 loss_bbox_4: 0.1833 loss_giou_4: 0.3379 time: 0.2801 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:27] d2.utils.events INFO: eta: 16:39:33 iter: 235859 total_loss: 5.676 loss_ce: 0.2852 loss_bbox: 0.1768 loss_giou: 0.3382 loss_ce_0: 0.476 loss_bbox_0: 0.3072 loss_giou_0: 0.5348 loss_ce_1: 0.3745 loss_bbox_1: 0.2063 loss_giou_1: 0.3911 loss_ce_2: 0.3285 loss_bbox_2: 0.1911 loss_giou_2: 0.3534 loss_ce_3: 0.2986 loss_bbox_3: 0.1824 loss_giou_3: 0.3478 loss_ce_4: 0.286 loss_bbox_4: 0.183 loss_giou_4: 0.3421 time: 0.2801 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:32] d2.utils.events INFO: eta: 16:39:43 iter: 235879 total_loss: 5.972 loss_ce: 0.3147 loss_bbox: 0.1937 loss_giou: 0.3427 loss_ce_0: 0.5088 loss_bbox_0: 0.3258 loss_giou_0: 0.5202 loss_ce_1: 0.4133 loss_bbox_1: 0.2345 loss_giou_1: 0.3822 loss_ce_2: 0.3488 loss_bbox_2: 0.2172 loss_giou_2: 0.3593 loss_ce_3: 0.3223 loss_bbox_3: 0.2041 loss_giou_3: 0.3449 loss_ce_4: 0.3253 loss_bbox_4: 0.1961 loss_giou_4: 0.3458 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:38] d2.utils.events INFO: eta: 16:39:31 iter: 235899 total_loss: 5.382 loss_ce: 0.2919 loss_bbox: 0.1761 loss_giou: 0.3203 loss_ce_0: 0.4938 loss_bbox_0: 0.2981 loss_giou_0: 0.5004 loss_ce_1: 0.3858 loss_bbox_1: 0.2105 loss_giou_1: 0.3641 loss_ce_2: 0.3257 loss_bbox_2: 0.1887 loss_giou_2: 0.3371 loss_ce_3: 0.3004 loss_bbox_3: 0.1752 loss_giou_3: 0.3258 loss_ce_4: 0.2887 loss_bbox_4: 0.1771 loss_giou_4: 0.3205 time: 0.2801 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:44] d2.utils.events INFO: eta: 16:39:22 iter: 235919 total_loss: 5.609 loss_ce: 0.2933 loss_bbox: 0.191 loss_giou: 0.3241 loss_ce_0: 0.502 loss_bbox_0: 0.3122 loss_giou_0: 0.5002 loss_ce_1: 0.3929 loss_bbox_1: 0.2241 loss_giou_1: 0.3641 loss_ce_2: 0.3363 loss_bbox_2: 0.1981 loss_giou_2: 0.3408 loss_ce_3: 0.3079 loss_bbox_3: 0.1961 loss_giou_3: 0.3332 loss_ce_4: 0.2959 loss_bbox_4: 0.1884 loss_giou_4: 0.328 time: 0.2801 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:49] d2.utils.events INFO: eta: 16:39:19 iter: 235939 total_loss: 5.722 loss_ce: 0.2982 loss_bbox: 0.1781 loss_giou: 0.3452 loss_ce_0: 0.5001 loss_bbox_0: 0.3004 loss_giou_0: 0.5376 loss_ce_1: 0.3927 loss_bbox_1: 0.2087 loss_giou_1: 0.3996 loss_ce_2: 0.3476 loss_bbox_2: 0.1886 loss_giou_2: 0.364 loss_ce_3: 0.3167 loss_bbox_3: 0.1832 loss_giou_3: 0.3511 loss_ce_4: 0.2967 loss_bbox_4: 0.1776 loss_giou_4: 0.3434 time: 0.2801 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 08:27:55] d2.utils.events INFO: eta: 16:39:10 iter: 235959 total_loss: 5.712 loss_ce: 0.2771 loss_bbox: 0.1735 loss_giou: 0.3255 loss_ce_0: 0.4837 loss_bbox_0: 0.2994 loss_giou_0: 0.4971 loss_ce_1: 0.3888 loss_bbox_1: 0.2048 loss_giou_1: 0.3851 loss_ce_2: 0.3246 loss_bbox_2: 0.1807 loss_giou_2: 0.3528 loss_ce_3: 0.3009 loss_bbox_3: 0.1754 loss_giou_3: 0.342 loss_ce_4: 0.2845 loss_bbox_4: 0.1745 loss_giou_4: 0.3366 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:01] d2.utils.events INFO: eta: 16:39:00 iter: 235979 total_loss: 5.577 loss_ce: 0.2836 loss_bbox: 0.1763 loss_giou: 0.3413 loss_ce_0: 0.4923 loss_bbox_0: 0.3062 loss_giou_0: 0.5208 loss_ce_1: 0.3948 loss_bbox_1: 0.218 loss_giou_1: 0.3935 loss_ce_2: 0.3294 loss_bbox_2: 0.2039 loss_giou_2: 0.3559 loss_ce_3: 0.2964 loss_bbox_3: 0.1887 loss_giou_3: 0.3526 loss_ce_4: 0.2856 loss_bbox_4: 0.1842 loss_giou_4: 0.3409 time: 0.2801 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:06] d2.utils.events INFO: eta: 16:38:38 iter: 235999 total_loss: 5.647 loss_ce: 0.2804 loss_bbox: 0.1771 loss_giou: 0.3396 loss_ce_0: 0.4966 loss_bbox_0: 0.3001 loss_giou_0: 0.5184 loss_ce_1: 0.3835 loss_bbox_1: 0.2127 loss_giou_1: 0.3924 loss_ce_2: 0.3272 loss_bbox_2: 0.19 loss_giou_2: 0.361 loss_ce_3: 0.2887 loss_bbox_3: 0.1808 loss_giou_3: 0.347 loss_ce_4: 0.2843 loss_bbox_4: 0.1795 loss_giou_4: 0.3409 time: 0.2801 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:12] d2.utils.events INFO: eta: 16:38:32 iter: 236019 total_loss: 5.716 loss_ce: 0.2935 loss_bbox: 0.1871 loss_giou: 0.336 loss_ce_0: 0.4972 loss_bbox_0: 0.3136 loss_giou_0: 0.4707 loss_ce_1: 0.3808 loss_bbox_1: 0.2176 loss_giou_1: 0.3673 loss_ce_2: 0.343 loss_bbox_2: 0.2033 loss_giou_2: 0.3469 loss_ce_3: 0.3015 loss_bbox_3: 0.1981 loss_giou_3: 0.3451 loss_ce_4: 0.2904 loss_bbox_4: 0.1912 loss_giou_4: 0.3337 time: 0.2801 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:18] d2.utils.events INFO: eta: 16:38:23 iter: 236039 total_loss: 5.765 loss_ce: 0.2966 loss_bbox: 0.1759 loss_giou: 0.3391 loss_ce_0: 0.5091 loss_bbox_0: 0.3152 loss_giou_0: 0.5498 loss_ce_1: 0.3978 loss_bbox_1: 0.2163 loss_giou_1: 0.3862 loss_ce_2: 0.3443 loss_bbox_2: 0.1942 loss_giou_2: 0.3565 loss_ce_3: 0.3099 loss_bbox_3: 0.1849 loss_giou_3: 0.3413 loss_ce_4: 0.2993 loss_bbox_4: 0.1812 loss_giou_4: 0.3369 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:23] d2.utils.events INFO: eta: 16:38:30 iter: 236059 total_loss: 5.531 loss_ce: 0.2903 loss_bbox: 0.1714 loss_giou: 0.3444 loss_ce_0: 0.4897 loss_bbox_0: 0.2922 loss_giou_0: 0.5299 loss_ce_1: 0.3831 loss_bbox_1: 0.2044 loss_giou_1: 0.4004 loss_ce_2: 0.3218 loss_bbox_2: 0.1891 loss_giou_2: 0.3684 loss_ce_3: 0.2952 loss_bbox_3: 0.1798 loss_giou_3: 0.3598 loss_ce_4: 0.2874 loss_bbox_4: 0.1741 loss_giou_4: 0.3499 time: 0.2801 data_time: 0.0178 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:29] d2.utils.events INFO: eta: 16:38:32 iter: 236079 total_loss: 5.47 loss_ce: 0.2703 loss_bbox: 0.1758 loss_giou: 0.3208 loss_ce_0: 0.4941 loss_bbox_0: 0.2923 loss_giou_0: 0.5021 loss_ce_1: 0.3756 loss_bbox_1: 0.2062 loss_giou_1: 0.3641 loss_ce_2: 0.318 loss_bbox_2: 0.1843 loss_giou_2: 0.3374 loss_ce_3: 0.2891 loss_bbox_3: 0.1801 loss_giou_3: 0.3329 loss_ce_4: 0.2718 loss_bbox_4: 0.1773 loss_giou_4: 0.3213 time: 0.2801 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:35] d2.utils.events INFO: eta: 16:38:34 iter: 236099 total_loss: 5.656 loss_ce: 0.256 loss_bbox: 0.191 loss_giou: 0.3247 loss_ce_0: 0.4915 loss_bbox_0: 0.305 loss_giou_0: 0.5032 loss_ce_1: 0.3904 loss_bbox_1: 0.2158 loss_giou_1: 0.3652 loss_ce_2: 0.3284 loss_bbox_2: 0.2075 loss_giou_2: 0.3408 loss_ce_3: 0.2858 loss_bbox_3: 0.1936 loss_giou_3: 0.3331 loss_ce_4: 0.2639 loss_bbox_4: 0.192 loss_giou_4: 0.3288 time: 0.2801 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:40] d2.utils.events INFO: eta: 16:38:23 iter: 236119 total_loss: 5.473 loss_ce: 0.2754 loss_bbox: 0.1747 loss_giou: 0.3388 loss_ce_0: 0.4751 loss_bbox_0: 0.3045 loss_giou_0: 0.5298 loss_ce_1: 0.3748 loss_bbox_1: 0.2159 loss_giou_1: 0.3858 loss_ce_2: 0.3175 loss_bbox_2: 0.1892 loss_giou_2: 0.3583 loss_ce_3: 0.2881 loss_bbox_3: 0.1826 loss_giou_3: 0.3479 loss_ce_4: 0.2749 loss_bbox_4: 0.18 loss_giou_4: 0.342 time: 0.2801 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:46] d2.utils.events INFO: eta: 16:38:23 iter: 236139 total_loss: 5.647 loss_ce: 0.2787 loss_bbox: 0.1814 loss_giou: 0.345 loss_ce_0: 0.5045 loss_bbox_0: 0.3 loss_giou_0: 0.5377 loss_ce_1: 0.3909 loss_bbox_1: 0.213 loss_giou_1: 0.4006 loss_ce_2: 0.3171 loss_bbox_2: 0.1914 loss_giou_2: 0.3681 loss_ce_3: 0.2925 loss_bbox_3: 0.1826 loss_giou_3: 0.3565 loss_ce_4: 0.2823 loss_bbox_4: 0.1792 loss_giou_4: 0.3464 time: 0.2801 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:52] d2.utils.events INFO: eta: 16:38:10 iter: 236159 total_loss: 5.798 loss_ce: 0.2805 loss_bbox: 0.1842 loss_giou: 0.3264 loss_ce_0: 0.4911 loss_bbox_0: 0.304 loss_giou_0: 0.5425 loss_ce_1: 0.3853 loss_bbox_1: 0.2153 loss_giou_1: 0.3819 loss_ce_2: 0.3265 loss_bbox_2: 0.1943 loss_giou_2: 0.3535 loss_ce_3: 0.2998 loss_bbox_3: 0.1876 loss_giou_3: 0.3394 loss_ce_4: 0.2834 loss_bbox_4: 0.1883 loss_giou_4: 0.3346 time: 0.2801 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 08:28:57] d2.utils.events INFO: eta: 16:38:41 iter: 236179 total_loss: 5.592 loss_ce: 0.2602 loss_bbox: 0.1771 loss_giou: 0.326 loss_ce_0: 0.4605 loss_bbox_0: 0.2966 loss_giou_0: 0.4984 loss_ce_1: 0.3709 loss_bbox_1: 0.2085 loss_giou_1: 0.3715 loss_ce_2: 0.3131 loss_bbox_2: 0.1834 loss_giou_2: 0.3485 loss_ce_3: 0.2733 loss_bbox_3: 0.1826 loss_giou_3: 0.332 loss_ce_4: 0.2705 loss_bbox_4: 0.1793 loss_giou_4: 0.3284 time: 0.2801 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:03] d2.utils.events INFO: eta: 16:38:51 iter: 236199 total_loss: 5.561 loss_ce: 0.2777 loss_bbox: 0.1889 loss_giou: 0.3171 loss_ce_0: 0.4892 loss_bbox_0: 0.3145 loss_giou_0: 0.482 loss_ce_1: 0.3939 loss_bbox_1: 0.2211 loss_giou_1: 0.3459 loss_ce_2: 0.3184 loss_bbox_2: 0.1995 loss_giou_2: 0.3254 loss_ce_3: 0.2959 loss_bbox_3: 0.1938 loss_giou_3: 0.3232 loss_ce_4: 0.2859 loss_bbox_4: 0.1858 loss_giou_4: 0.3206 time: 0.2801 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:09] d2.utils.events INFO: eta: 16:38:34 iter: 236219 total_loss: 5.458 loss_ce: 0.2893 loss_bbox: 0.1713 loss_giou: 0.3159 loss_ce_0: 0.488 loss_bbox_0: 0.2925 loss_giou_0: 0.4917 loss_ce_1: 0.3836 loss_bbox_1: 0.2038 loss_giou_1: 0.3595 loss_ce_2: 0.3242 loss_bbox_2: 0.1787 loss_giou_2: 0.3335 loss_ce_3: 0.2897 loss_bbox_3: 0.1717 loss_giou_3: 0.3143 loss_ce_4: 0.2907 loss_bbox_4: 0.169 loss_giou_4: 0.3164 time: 0.2801 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:14] d2.utils.events INFO: eta: 16:38:22 iter: 236239 total_loss: 5.631 loss_ce: 0.2763 loss_bbox: 0.1821 loss_giou: 0.3491 loss_ce_0: 0.4705 loss_bbox_0: 0.2972 loss_giou_0: 0.5373 loss_ce_1: 0.3736 loss_bbox_1: 0.2134 loss_giou_1: 0.404 loss_ce_2: 0.3169 loss_bbox_2: 0.1985 loss_giou_2: 0.3734 loss_ce_3: 0.2912 loss_bbox_3: 0.1886 loss_giou_3: 0.3625 loss_ce_4: 0.272 loss_bbox_4: 0.1854 loss_giou_4: 0.3578 time: 0.2801 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:20] d2.utils.events INFO: eta: 16:37:52 iter: 236259 total_loss: 5.742 loss_ce: 0.2897 loss_bbox: 0.1863 loss_giou: 0.3115 loss_ce_0: 0.4894 loss_bbox_0: 0.3177 loss_giou_0: 0.4934 loss_ce_1: 0.3928 loss_bbox_1: 0.2216 loss_giou_1: 0.3564 loss_ce_2: 0.325 loss_bbox_2: 0.199 loss_giou_2: 0.3278 loss_ce_3: 0.2987 loss_bbox_3: 0.1955 loss_giou_3: 0.317 loss_ce_4: 0.2909 loss_bbox_4: 0.1832 loss_giou_4: 0.3176 time: 0.2801 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:26] d2.utils.events INFO: eta: 16:37:40 iter: 236279 total_loss: 5.782 loss_ce: 0.2938 loss_bbox: 0.1821 loss_giou: 0.3386 loss_ce_0: 0.4885 loss_bbox_0: 0.3048 loss_giou_0: 0.5053 loss_ce_1: 0.4044 loss_bbox_1: 0.2103 loss_giou_1: 0.3802 loss_ce_2: 0.3306 loss_bbox_2: 0.1885 loss_giou_2: 0.3592 loss_ce_3: 0.3092 loss_bbox_3: 0.1938 loss_giou_3: 0.353 loss_ce_4: 0.2958 loss_bbox_4: 0.1902 loss_giou_4: 0.3447 time: 0.2801 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:31] d2.utils.events INFO: eta: 16:37:17 iter: 236299 total_loss: 5.309 loss_ce: 0.2629 loss_bbox: 0.1772 loss_giou: 0.3059 loss_ce_0: 0.4828 loss_bbox_0: 0.3057 loss_giou_0: 0.4859 loss_ce_1: 0.3906 loss_bbox_1: 0.2124 loss_giou_1: 0.3567 loss_ce_2: 0.3173 loss_bbox_2: 0.1871 loss_giou_2: 0.3183 loss_ce_3: 0.2783 loss_bbox_3: 0.1815 loss_giou_3: 0.3082 loss_ce_4: 0.2613 loss_bbox_4: 0.177 loss_giou_4: 0.3069 time: 0.2801 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:37] d2.utils.events INFO: eta: 16:37:24 iter: 236319 total_loss: 5.756 loss_ce: 0.2852 loss_bbox: 0.1999 loss_giou: 0.3414 loss_ce_0: 0.4916 loss_bbox_0: 0.3104 loss_giou_0: 0.4894 loss_ce_1: 0.388 loss_bbox_1: 0.224 loss_giou_1: 0.3785 loss_ce_2: 0.3283 loss_bbox_2: 0.2142 loss_giou_2: 0.3503 loss_ce_3: 0.3061 loss_bbox_3: 0.2035 loss_giou_3: 0.3462 loss_ce_4: 0.2854 loss_bbox_4: 0.1987 loss_giou_4: 0.3436 time: 0.2801 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:42] d2.utils.events INFO: eta: 16:36:37 iter: 236339 total_loss: 5.685 loss_ce: 0.2975 loss_bbox: 0.1911 loss_giou: 0.3175 loss_ce_0: 0.4893 loss_bbox_0: 0.3179 loss_giou_0: 0.4798 loss_ce_1: 0.404 loss_bbox_1: 0.2268 loss_giou_1: 0.3677 loss_ce_2: 0.3357 loss_bbox_2: 0.2033 loss_giou_2: 0.3388 loss_ce_3: 0.3014 loss_bbox_3: 0.1976 loss_giou_3: 0.3255 loss_ce_4: 0.2891 loss_bbox_4: 0.1932 loss_giou_4: 0.3224 time: 0.2801 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:48] d2.utils.events INFO: eta: 16:36:22 iter: 236359 total_loss: 5.643 loss_ce: 0.2712 loss_bbox: 0.1757 loss_giou: 0.344 loss_ce_0: 0.503 loss_bbox_0: 0.2949 loss_giou_0: 0.5157 loss_ce_1: 0.3798 loss_bbox_1: 0.2081 loss_giou_1: 0.3903 loss_ce_2: 0.3099 loss_bbox_2: 0.1943 loss_giou_2: 0.3519 loss_ce_3: 0.2879 loss_bbox_3: 0.1826 loss_giou_3: 0.3479 loss_ce_4: 0.2794 loss_bbox_4: 0.178 loss_giou_4: 0.3482 time: 0.2801 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:54] d2.utils.events INFO: eta: 16:35:45 iter: 236379 total_loss: 5.738 loss_ce: 0.2952 loss_bbox: 0.2008 loss_giou: 0.3371 loss_ce_0: 0.5064 loss_bbox_0: 0.314 loss_giou_0: 0.504 loss_ce_1: 0.4028 loss_bbox_1: 0.2233 loss_giou_1: 0.3783 loss_ce_2: 0.3517 loss_bbox_2: 0.2092 loss_giou_2: 0.3526 loss_ce_3: 0.3074 loss_bbox_3: 0.2014 loss_giou_3: 0.344 loss_ce_4: 0.2987 loss_bbox_4: 0.2085 loss_giou_4: 0.3369 time: 0.2801 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 08:29:59] d2.utils.events INFO: eta: 16:35:25 iter: 236399 total_loss: 5.62 loss_ce: 0.2955 loss_bbox: 0.1764 loss_giou: 0.3256 loss_ce_0: 0.512 loss_bbox_0: 0.3038 loss_giou_0: 0.508 loss_ce_1: 0.4013 loss_bbox_1: 0.215 loss_giou_1: 0.3747 loss_ce_2: 0.3229 loss_bbox_2: 0.2048 loss_giou_2: 0.3491 loss_ce_3: 0.2967 loss_bbox_3: 0.1923 loss_giou_3: 0.3371 loss_ce_4: 0.2922 loss_bbox_4: 0.1831 loss_giou_4: 0.3298 time: 0.2801 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:05] d2.utils.events INFO: eta: 16:35:20 iter: 236419 total_loss: 5.66 loss_ce: 0.2856 loss_bbox: 0.1815 loss_giou: 0.3506 loss_ce_0: 0.4932 loss_bbox_0: 0.3013 loss_giou_0: 0.5307 loss_ce_1: 0.3981 loss_bbox_1: 0.2108 loss_giou_1: 0.3894 loss_ce_2: 0.3368 loss_bbox_2: 0.1917 loss_giou_2: 0.371 loss_ce_3: 0.3033 loss_bbox_3: 0.1913 loss_giou_3: 0.3584 loss_ce_4: 0.2811 loss_bbox_4: 0.1814 loss_giou_4: 0.345 time: 0.2801 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:11] d2.utils.events INFO: eta: 16:35:09 iter: 236439 total_loss: 5.465 loss_ce: 0.2826 loss_bbox: 0.1804 loss_giou: 0.3369 loss_ce_0: 0.4999 loss_bbox_0: 0.3161 loss_giou_0: 0.5231 loss_ce_1: 0.3905 loss_bbox_1: 0.2203 loss_giou_1: 0.3818 loss_ce_2: 0.3239 loss_bbox_2: 0.1947 loss_giou_2: 0.3585 loss_ce_3: 0.2974 loss_bbox_3: 0.189 loss_giou_3: 0.347 loss_ce_4: 0.2938 loss_bbox_4: 0.182 loss_giou_4: 0.3433 time: 0.2801 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:16] d2.utils.events INFO: eta: 16:35:08 iter: 236459 total_loss: 5.571 loss_ce: 0.2744 loss_bbox: 0.1738 loss_giou: 0.3466 loss_ce_0: 0.4873 loss_bbox_0: 0.3158 loss_giou_0: 0.5326 loss_ce_1: 0.3794 loss_bbox_1: 0.2102 loss_giou_1: 0.3899 loss_ce_2: 0.3165 loss_bbox_2: 0.1845 loss_giou_2: 0.3569 loss_ce_3: 0.28 loss_bbox_3: 0.1771 loss_giou_3: 0.3443 loss_ce_4: 0.2709 loss_bbox_4: 0.1741 loss_giou_4: 0.3489 time: 0.2801 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:22] d2.utils.events INFO: eta: 16:34:53 iter: 236479 total_loss: 5.152 loss_ce: 0.2564 loss_bbox: 0.1711 loss_giou: 0.2964 loss_ce_0: 0.4633 loss_bbox_0: 0.3026 loss_giou_0: 0.4716 loss_ce_1: 0.359 loss_bbox_1: 0.2051 loss_giou_1: 0.3398 loss_ce_2: 0.3008 loss_bbox_2: 0.1873 loss_giou_2: 0.3201 loss_ce_3: 0.2735 loss_bbox_3: 0.1778 loss_giou_3: 0.3067 loss_ce_4: 0.2512 loss_bbox_4: 0.1755 loss_giou_4: 0.3019 time: 0.2801 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:28] d2.utils.events INFO: eta: 16:34:57 iter: 236499 total_loss: 5.537 loss_ce: 0.2761 loss_bbox: 0.1752 loss_giou: 0.3242 loss_ce_0: 0.487 loss_bbox_0: 0.2868 loss_giou_0: 0.5007 loss_ce_1: 0.38 loss_bbox_1: 0.1996 loss_giou_1: 0.3659 loss_ce_2: 0.3214 loss_bbox_2: 0.1873 loss_giou_2: 0.3409 loss_ce_3: 0.2794 loss_bbox_3: 0.1749 loss_giou_3: 0.3318 loss_ce_4: 0.2754 loss_bbox_4: 0.175 loss_giou_4: 0.3295 time: 0.2801 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:33] d2.utils.events INFO: eta: 16:35:23 iter: 236519 total_loss: 5.853 loss_ce: 0.2986 loss_bbox: 0.1835 loss_giou: 0.3366 loss_ce_0: 0.5067 loss_bbox_0: 0.2928 loss_giou_0: 0.5101 loss_ce_1: 0.3992 loss_bbox_1: 0.2082 loss_giou_1: 0.3817 loss_ce_2: 0.3451 loss_bbox_2: 0.1896 loss_giou_2: 0.355 loss_ce_3: 0.325 loss_bbox_3: 0.1888 loss_giou_3: 0.3483 loss_ce_4: 0.3063 loss_bbox_4: 0.1856 loss_giou_4: 0.3429 time: 0.2801 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:39] d2.utils.events INFO: eta: 16:34:33 iter: 236539 total_loss: 5.398 loss_ce: 0.271 loss_bbox: 0.1696 loss_giou: 0.3213 loss_ce_0: 0.4724 loss_bbox_0: 0.2906 loss_giou_0: 0.5122 loss_ce_1: 0.3915 loss_bbox_1: 0.1932 loss_giou_1: 0.3704 loss_ce_2: 0.3123 loss_bbox_2: 0.1768 loss_giou_2: 0.3424 loss_ce_3: 0.2792 loss_bbox_3: 0.1707 loss_giou_3: 0.3334 loss_ce_4: 0.2763 loss_bbox_4: 0.1704 loss_giou_4: 0.3242 time: 0.2801 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:44] d2.utils.events INFO: eta: 16:34:09 iter: 236559 total_loss: 5.312 loss_ce: 0.2798 loss_bbox: 0.1785 loss_giou: 0.3135 loss_ce_0: 0.4818 loss_bbox_0: 0.3062 loss_giou_0: 0.4916 loss_ce_1: 0.3761 loss_bbox_1: 0.2096 loss_giou_1: 0.3587 loss_ce_2: 0.3234 loss_bbox_2: 0.1893 loss_giou_2: 0.3309 loss_ce_3: 0.2901 loss_bbox_3: 0.1828 loss_giou_3: 0.3199 loss_ce_4: 0.2788 loss_bbox_4: 0.1783 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:50] d2.utils.events INFO: eta: 16:33:56 iter: 236579 total_loss: 5.515 loss_ce: 0.2695 loss_bbox: 0.1964 loss_giou: 0.338 loss_ce_0: 0.4772 loss_bbox_0: 0.3207 loss_giou_0: 0.5045 loss_ce_1: 0.3788 loss_bbox_1: 0.2237 loss_giou_1: 0.3853 loss_ce_2: 0.3075 loss_bbox_2: 0.2067 loss_giou_2: 0.3579 loss_ce_3: 0.2838 loss_bbox_3: 0.1984 loss_giou_3: 0.3487 loss_ce_4: 0.2831 loss_bbox_4: 0.1926 loss_giou_4: 0.3457 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 08:30:56] d2.utils.events INFO: eta: 16:33:45 iter: 236599 total_loss: 5.505 loss_ce: 0.2753 loss_bbox: 0.173 loss_giou: 0.3207 loss_ce_0: 0.4921 loss_bbox_0: 0.3068 loss_giou_0: 0.5069 loss_ce_1: 0.3825 loss_bbox_1: 0.2105 loss_giou_1: 0.3711 loss_ce_2: 0.3188 loss_bbox_2: 0.1867 loss_giou_2: 0.3411 loss_ce_3: 0.2919 loss_bbox_3: 0.1795 loss_giou_3: 0.3292 loss_ce_4: 0.2796 loss_bbox_4: 0.1734 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:01] d2.utils.events INFO: eta: 16:33:50 iter: 236619 total_loss: 5.579 loss_ce: 0.2593 loss_bbox: 0.1848 loss_giou: 0.3216 loss_ce_0: 0.4949 loss_bbox_0: 0.307 loss_giou_0: 0.5189 loss_ce_1: 0.3894 loss_bbox_1: 0.217 loss_giou_1: 0.3776 loss_ce_2: 0.3191 loss_bbox_2: 0.1967 loss_giou_2: 0.3408 loss_ce_3: 0.2858 loss_bbox_3: 0.1875 loss_giou_3: 0.3306 loss_ce_4: 0.2707 loss_bbox_4: 0.1835 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:07] d2.utils.events INFO: eta: 16:33:58 iter: 236639 total_loss: 5.541 loss_ce: 0.2805 loss_bbox: 0.1861 loss_giou: 0.3164 loss_ce_0: 0.5009 loss_bbox_0: 0.325 loss_giou_0: 0.5066 loss_ce_1: 0.3905 loss_bbox_1: 0.2183 loss_giou_1: 0.3652 loss_ce_2: 0.3184 loss_bbox_2: 0.2011 loss_giou_2: 0.3352 loss_ce_3: 0.2868 loss_bbox_3: 0.1938 loss_giou_3: 0.3279 loss_ce_4: 0.2776 loss_bbox_4: 0.1871 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:13] d2.utils.events INFO: eta: 16:34:07 iter: 236659 total_loss: 5.519 loss_ce: 0.2649 loss_bbox: 0.1731 loss_giou: 0.3413 loss_ce_0: 0.4997 loss_bbox_0: 0.3064 loss_giou_0: 0.5461 loss_ce_1: 0.3825 loss_bbox_1: 0.211 loss_giou_1: 0.3915 loss_ce_2: 0.3251 loss_bbox_2: 0.1904 loss_giou_2: 0.3592 loss_ce_3: 0.284 loss_bbox_3: 0.182 loss_giou_3: 0.3505 loss_ce_4: 0.2697 loss_bbox_4: 0.1766 loss_giou_4: 0.3403 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:18] d2.utils.events INFO: eta: 16:34:22 iter: 236679 total_loss: 5.659 loss_ce: 0.2783 loss_bbox: 0.1732 loss_giou: 0.3468 loss_ce_0: 0.4962 loss_bbox_0: 0.3139 loss_giou_0: 0.5333 loss_ce_1: 0.3835 loss_bbox_1: 0.2117 loss_giou_1: 0.4013 loss_ce_2: 0.3252 loss_bbox_2: 0.1945 loss_giou_2: 0.3736 loss_ce_3: 0.2995 loss_bbox_3: 0.1848 loss_giou_3: 0.3657 loss_ce_4: 0.283 loss_bbox_4: 0.1771 loss_giou_4: 0.3553 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:24] d2.utils.events INFO: eta: 16:35:39 iter: 236699 total_loss: 5.406 loss_ce: 0.2847 loss_bbox: 0.1723 loss_giou: 0.326 loss_ce_0: 0.4738 loss_bbox_0: 0.2902 loss_giou_0: 0.5152 loss_ce_1: 0.3743 loss_bbox_1: 0.196 loss_giou_1: 0.3725 loss_ce_2: 0.3204 loss_bbox_2: 0.1802 loss_giou_2: 0.3443 loss_ce_3: 0.2861 loss_bbox_3: 0.1746 loss_giou_3: 0.3341 loss_ce_4: 0.2825 loss_bbox_4: 0.1725 loss_giou_4: 0.3334 time: 0.2800 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:30] d2.utils.events INFO: eta: 16:34:27 iter: 236719 total_loss: 5.558 loss_ce: 0.2497 loss_bbox: 0.1943 loss_giou: 0.3424 loss_ce_0: 0.4847 loss_bbox_0: 0.3122 loss_giou_0: 0.5157 loss_ce_1: 0.3719 loss_bbox_1: 0.2131 loss_giou_1: 0.3865 loss_ce_2: 0.3008 loss_bbox_2: 0.2053 loss_giou_2: 0.3661 loss_ce_3: 0.2674 loss_bbox_3: 0.1996 loss_giou_3: 0.3526 loss_ce_4: 0.2497 loss_bbox_4: 0.1946 loss_giou_4: 0.3459 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:35] d2.utils.events INFO: eta: 16:35:14 iter: 236739 total_loss: 5.332 loss_ce: 0.2495 loss_bbox: 0.1891 loss_giou: 0.3335 loss_ce_0: 0.4694 loss_bbox_0: 0.3143 loss_giou_0: 0.4947 loss_ce_1: 0.35 loss_bbox_1: 0.2247 loss_giou_1: 0.368 loss_ce_2: 0.2948 loss_bbox_2: 0.2013 loss_giou_2: 0.3435 loss_ce_3: 0.2697 loss_bbox_3: 0.197 loss_giou_3: 0.3365 loss_ce_4: 0.2545 loss_bbox_4: 0.193 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:41] d2.utils.events INFO: eta: 16:35:27 iter: 236759 total_loss: 5.453 loss_ce: 0.2562 loss_bbox: 0.1836 loss_giou: 0.3192 loss_ce_0: 0.4705 loss_bbox_0: 0.3005 loss_giou_0: 0.4884 loss_ce_1: 0.3639 loss_bbox_1: 0.2217 loss_giou_1: 0.3614 loss_ce_2: 0.3107 loss_bbox_2: 0.1934 loss_giou_2: 0.3358 loss_ce_3: 0.2743 loss_bbox_3: 0.1907 loss_giou_3: 0.3251 loss_ce_4: 0.2613 loss_bbox_4: 0.1873 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:47] d2.utils.events INFO: eta: 16:35:18 iter: 236779 total_loss: 5.592 loss_ce: 0.2832 loss_bbox: 0.178 loss_giou: 0.3574 loss_ce_0: 0.4945 loss_bbox_0: 0.2902 loss_giou_0: 0.5277 loss_ce_1: 0.396 loss_bbox_1: 0.21 loss_giou_1: 0.4001 loss_ce_2: 0.3283 loss_bbox_2: 0.1818 loss_giou_2: 0.3726 loss_ce_3: 0.3052 loss_bbox_3: 0.1751 loss_giou_3: 0.3641 loss_ce_4: 0.2875 loss_bbox_4: 0.1748 loss_giou_4: 0.3583 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:52] d2.utils.events INFO: eta: 16:34:57 iter: 236799 total_loss: 5.449 loss_ce: 0.2672 loss_bbox: 0.1701 loss_giou: 0.3278 loss_ce_0: 0.4907 loss_bbox_0: 0.302 loss_giou_0: 0.5128 loss_ce_1: 0.3777 loss_bbox_1: 0.2035 loss_giou_1: 0.3664 loss_ce_2: 0.3135 loss_bbox_2: 0.1824 loss_giou_2: 0.3559 loss_ce_3: 0.281 loss_bbox_3: 0.1737 loss_giou_3: 0.3456 loss_ce_4: 0.2673 loss_bbox_4: 0.1756 loss_giou_4: 0.3347 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 08:31:58] d2.utils.events INFO: eta: 16:34:52 iter: 236819 total_loss: 5.325 loss_ce: 0.2696 loss_bbox: 0.1642 loss_giou: 0.3192 loss_ce_0: 0.4888 loss_bbox_0: 0.3024 loss_giou_0: 0.4967 loss_ce_1: 0.367 loss_bbox_1: 0.1973 loss_giou_1: 0.3715 loss_ce_2: 0.3144 loss_bbox_2: 0.1757 loss_giou_2: 0.3338 loss_ce_3: 0.2855 loss_bbox_3: 0.1655 loss_giou_3: 0.3255 loss_ce_4: 0.2731 loss_bbox_4: 0.1659 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:04] d2.utils.events INFO: eta: 16:34:09 iter: 236839 total_loss: 5.639 loss_ce: 0.2852 loss_bbox: 0.1709 loss_giou: 0.3407 loss_ce_0: 0.4977 loss_bbox_0: 0.303 loss_giou_0: 0.527 loss_ce_1: 0.3757 loss_bbox_1: 0.1999 loss_giou_1: 0.3799 loss_ce_2: 0.3142 loss_bbox_2: 0.1863 loss_giou_2: 0.3573 loss_ce_3: 0.2938 loss_bbox_3: 0.178 loss_giou_3: 0.3479 loss_ce_4: 0.2839 loss_bbox_4: 0.1745 loss_giou_4: 0.3417 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:09] d2.utils.events INFO: eta: 16:33:32 iter: 236859 total_loss: 5.43 loss_ce: 0.2643 loss_bbox: 0.1794 loss_giou: 0.3251 loss_ce_0: 0.4813 loss_bbox_0: 0.3015 loss_giou_0: 0.505 loss_ce_1: 0.3673 loss_bbox_1: 0.2081 loss_giou_1: 0.3722 loss_ce_2: 0.3089 loss_bbox_2: 0.1921 loss_giou_2: 0.3392 loss_ce_3: 0.2809 loss_bbox_3: 0.1837 loss_giou_3: 0.3265 loss_ce_4: 0.2685 loss_bbox_4: 0.1826 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:15] d2.utils.events INFO: eta: 16:33:12 iter: 236879 total_loss: 5.7 loss_ce: 0.2894 loss_bbox: 0.1927 loss_giou: 0.3433 loss_ce_0: 0.4878 loss_bbox_0: 0.3219 loss_giou_0: 0.5177 loss_ce_1: 0.3876 loss_bbox_1: 0.22 loss_giou_1: 0.3773 loss_ce_2: 0.3304 loss_bbox_2: 0.2042 loss_giou_2: 0.3553 loss_ce_3: 0.2957 loss_bbox_3: 0.1981 loss_giou_3: 0.3471 loss_ce_4: 0.2819 loss_bbox_4: 0.1962 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:21] d2.utils.events INFO: eta: 16:33:05 iter: 236899 total_loss: 5.081 loss_ce: 0.2472 loss_bbox: 0.1739 loss_giou: 0.2955 loss_ce_0: 0.4861 loss_bbox_0: 0.2816 loss_giou_0: 0.4397 loss_ce_1: 0.3636 loss_bbox_1: 0.2004 loss_giou_1: 0.3285 loss_ce_2: 0.3034 loss_bbox_2: 0.1868 loss_giou_2: 0.3045 loss_ce_3: 0.2672 loss_bbox_3: 0.1832 loss_giou_3: 0.3022 loss_ce_4: 0.2558 loss_bbox_4: 0.1772 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:26] d2.utils.events INFO: eta: 16:32:55 iter: 236919 total_loss: 5.588 loss_ce: 0.2819 loss_bbox: 0.181 loss_giou: 0.3421 loss_ce_0: 0.5055 loss_bbox_0: 0.3064 loss_giou_0: 0.4999 loss_ce_1: 0.388 loss_bbox_1: 0.2155 loss_giou_1: 0.3851 loss_ce_2: 0.3269 loss_bbox_2: 0.1867 loss_giou_2: 0.3555 loss_ce_3: 0.2869 loss_bbox_3: 0.1879 loss_giou_3: 0.3526 loss_ce_4: 0.2781 loss_bbox_4: 0.1829 loss_giou_4: 0.3469 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:32] d2.utils.events INFO: eta: 16:32:40 iter: 236939 total_loss: 5.266 loss_ce: 0.2572 loss_bbox: 0.1735 loss_giou: 0.3051 loss_ce_0: 0.4848 loss_bbox_0: 0.3038 loss_giou_0: 0.4845 loss_ce_1: 0.3693 loss_bbox_1: 0.2135 loss_giou_1: 0.3535 loss_ce_2: 0.2972 loss_bbox_2: 0.1926 loss_giou_2: 0.3242 loss_ce_3: 0.2686 loss_bbox_3: 0.1821 loss_giou_3: 0.3118 loss_ce_4: 0.2629 loss_bbox_4: 0.1796 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:38] d2.utils.events INFO: eta: 16:32:48 iter: 236959 total_loss: 5.739 loss_ce: 0.2655 loss_bbox: 0.1893 loss_giou: 0.3448 loss_ce_0: 0.4909 loss_bbox_0: 0.3237 loss_giou_0: 0.5308 loss_ce_1: 0.3939 loss_bbox_1: 0.2337 loss_giou_1: 0.3846 loss_ce_2: 0.3136 loss_bbox_2: 0.2095 loss_giou_2: 0.3605 loss_ce_3: 0.2849 loss_bbox_3: 0.1991 loss_giou_3: 0.3496 loss_ce_4: 0.2713 loss_bbox_4: 0.1917 loss_giou_4: 0.349 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:43] d2.utils.events INFO: eta: 16:32:50 iter: 236979 total_loss: 5.474 loss_ce: 0.2769 loss_bbox: 0.1889 loss_giou: 0.3382 loss_ce_0: 0.4904 loss_bbox_0: 0.322 loss_giou_0: 0.4864 loss_ce_1: 0.384 loss_bbox_1: 0.2207 loss_giou_1: 0.3736 loss_ce_2: 0.3137 loss_bbox_2: 0.1983 loss_giou_2: 0.3588 loss_ce_3: 0.2844 loss_bbox_3: 0.1952 loss_giou_3: 0.3475 loss_ce_4: 0.2789 loss_bbox_4: 0.1902 loss_giou_4: 0.3458 time: 0.2800 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:49] d2.utils.events INFO: eta: 16:33:36 iter: 236999 total_loss: 5.528 loss_ce: 0.2678 loss_bbox: 0.1833 loss_giou: 0.3217 loss_ce_0: 0.4832 loss_bbox_0: 0.3104 loss_giou_0: 0.4971 loss_ce_1: 0.3813 loss_bbox_1: 0.2124 loss_giou_1: 0.3599 loss_ce_2: 0.3164 loss_bbox_2: 0.1955 loss_giou_2: 0.3304 loss_ce_3: 0.2817 loss_bbox_3: 0.1883 loss_giou_3: 0.3301 loss_ce_4: 0.27 loss_bbox_4: 0.183 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:32:55] d2.utils.events INFO: eta: 16:33:54 iter: 237019 total_loss: 5.4 loss_ce: 0.2689 loss_bbox: 0.1839 loss_giou: 0.3291 loss_ce_0: 0.4679 loss_bbox_0: 0.2965 loss_giou_0: 0.5038 loss_ce_1: 0.3629 loss_bbox_1: 0.212 loss_giou_1: 0.3787 loss_ce_2: 0.3138 loss_bbox_2: 0.1941 loss_giou_2: 0.3533 loss_ce_3: 0.2827 loss_bbox_3: 0.1867 loss_giou_3: 0.3367 loss_ce_4: 0.2677 loss_bbox_4: 0.184 loss_giou_4: 0.3347 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:00] d2.utils.events INFO: eta: 16:33:21 iter: 237039 total_loss: 5.382 loss_ce: 0.2548 loss_bbox: 0.1655 loss_giou: 0.3253 loss_ce_0: 0.4757 loss_bbox_0: 0.2998 loss_giou_0: 0.5057 loss_ce_1: 0.3677 loss_bbox_1: 0.2015 loss_giou_1: 0.3732 loss_ce_2: 0.2977 loss_bbox_2: 0.1761 loss_giou_2: 0.3468 loss_ce_3: 0.2581 loss_bbox_3: 0.1755 loss_giou_3: 0.3342 loss_ce_4: 0.2483 loss_bbox_4: 0.1669 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:06] d2.utils.events INFO: eta: 16:32:36 iter: 237059 total_loss: 5.377 loss_ce: 0.2586 loss_bbox: 0.1745 loss_giou: 0.3394 loss_ce_0: 0.4705 loss_bbox_0: 0.2975 loss_giou_0: 0.5069 loss_ce_1: 0.3698 loss_bbox_1: 0.2054 loss_giou_1: 0.3685 loss_ce_2: 0.3061 loss_bbox_2: 0.1816 loss_giou_2: 0.342 loss_ce_3: 0.2733 loss_bbox_3: 0.1809 loss_giou_3: 0.3502 loss_ce_4: 0.2712 loss_bbox_4: 0.1773 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:12] d2.utils.events INFO: eta: 16:32:01 iter: 237079 total_loss: 5.439 loss_ce: 0.2574 loss_bbox: 0.1744 loss_giou: 0.3368 loss_ce_0: 0.4876 loss_bbox_0: 0.3067 loss_giou_0: 0.5258 loss_ce_1: 0.3782 loss_bbox_1: 0.2123 loss_giou_1: 0.3857 loss_ce_2: 0.3045 loss_bbox_2: 0.192 loss_giou_2: 0.352 loss_ce_3: 0.2666 loss_bbox_3: 0.1817 loss_giou_3: 0.3413 loss_ce_4: 0.2589 loss_bbox_4: 0.1754 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:17] d2.utils.events INFO: eta: 16:31:49 iter: 237099 total_loss: 5.769 loss_ce: 0.2988 loss_bbox: 0.1801 loss_giou: 0.3538 loss_ce_0: 0.4975 loss_bbox_0: 0.304 loss_giou_0: 0.5521 loss_ce_1: 0.4029 loss_bbox_1: 0.2124 loss_giou_1: 0.4128 loss_ce_2: 0.334 loss_bbox_2: 0.196 loss_giou_2: 0.3801 loss_ce_3: 0.3082 loss_bbox_3: 0.1863 loss_giou_3: 0.3661 loss_ce_4: 0.2985 loss_bbox_4: 0.1832 loss_giou_4: 0.3588 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:23] d2.utils.events INFO: eta: 16:31:50 iter: 237119 total_loss: 5.804 loss_ce: 0.2739 loss_bbox: 0.1765 loss_giou: 0.353 loss_ce_0: 0.496 loss_bbox_0: 0.3062 loss_giou_0: 0.551 loss_ce_1: 0.3742 loss_bbox_1: 0.2042 loss_giou_1: 0.4088 loss_ce_2: 0.3181 loss_bbox_2: 0.1867 loss_giou_2: 0.3703 loss_ce_3: 0.2833 loss_bbox_3: 0.181 loss_giou_3: 0.3672 loss_ce_4: 0.2735 loss_bbox_4: 0.1813 loss_giou_4: 0.359 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:29] d2.utils.events INFO: eta: 16:31:26 iter: 237139 total_loss: 5.533 loss_ce: 0.2763 loss_bbox: 0.1656 loss_giou: 0.3278 loss_ce_0: 0.4943 loss_bbox_0: 0.3203 loss_giou_0: 0.517 loss_ce_1: 0.3858 loss_bbox_1: 0.2143 loss_giou_1: 0.3651 loss_ce_2: 0.3237 loss_bbox_2: 0.1884 loss_giou_2: 0.3441 loss_ce_3: 0.2915 loss_bbox_3: 0.1725 loss_giou_3: 0.3302 loss_ce_4: 0.277 loss_bbox_4: 0.1651 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:34] d2.utils.events INFO: eta: 16:31:21 iter: 237159 total_loss: 5.625 loss_ce: 0.2774 loss_bbox: 0.1776 loss_giou: 0.327 loss_ce_0: 0.4951 loss_bbox_0: 0.3061 loss_giou_0: 0.5216 loss_ce_1: 0.3947 loss_bbox_1: 0.2198 loss_giou_1: 0.3881 loss_ce_2: 0.3231 loss_bbox_2: 0.1962 loss_giou_2: 0.3458 loss_ce_3: 0.3036 loss_bbox_3: 0.1858 loss_giou_3: 0.332 loss_ce_4: 0.2841 loss_bbox_4: 0.1762 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:40] d2.utils.events INFO: eta: 16:30:59 iter: 237179 total_loss: 5.351 loss_ce: 0.2767 loss_bbox: 0.1681 loss_giou: 0.3299 loss_ce_0: 0.4843 loss_bbox_0: 0.2925 loss_giou_0: 0.518 loss_ce_1: 0.3798 loss_bbox_1: 0.1924 loss_giou_1: 0.3784 loss_ce_2: 0.3259 loss_bbox_2: 0.1756 loss_giou_2: 0.3499 loss_ce_3: 0.2899 loss_bbox_3: 0.1736 loss_giou_3: 0.3415 loss_ce_4: 0.2778 loss_bbox_4: 0.1688 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:45] d2.utils.events INFO: eta: 16:30:53 iter: 237199 total_loss: 5.413 loss_ce: 0.2682 loss_bbox: 0.1767 loss_giou: 0.3241 loss_ce_0: 0.4887 loss_bbox_0: 0.3101 loss_giou_0: 0.5025 loss_ce_1: 0.3657 loss_bbox_1: 0.2272 loss_giou_1: 0.3769 loss_ce_2: 0.3042 loss_bbox_2: 0.1948 loss_giou_2: 0.3392 loss_ce_3: 0.2817 loss_bbox_3: 0.1851 loss_giou_3: 0.3303 loss_ce_4: 0.2688 loss_bbox_4: 0.1821 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:51] d2.utils.events INFO: eta: 16:31:27 iter: 237219 total_loss: 5.568 loss_ce: 0.2801 loss_bbox: 0.1798 loss_giou: 0.3262 loss_ce_0: 0.4865 loss_bbox_0: 0.3082 loss_giou_0: 0.4973 loss_ce_1: 0.3751 loss_bbox_1: 0.2195 loss_giou_1: 0.3736 loss_ce_2: 0.3248 loss_bbox_2: 0.1977 loss_giou_2: 0.3451 loss_ce_3: 0.285 loss_bbox_3: 0.1883 loss_giou_3: 0.3344 loss_ce_4: 0.277 loss_bbox_4: 0.1841 loss_giou_4: 0.3307 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 08:33:57] d2.utils.events INFO: eta: 16:31:45 iter: 237239 total_loss: 5.613 loss_ce: 0.2913 loss_bbox: 0.1701 loss_giou: 0.3206 loss_ce_0: 0.4872 loss_bbox_0: 0.3067 loss_giou_0: 0.5179 loss_ce_1: 0.3693 loss_bbox_1: 0.2042 loss_giou_1: 0.3748 loss_ce_2: 0.3139 loss_bbox_2: 0.1813 loss_giou_2: 0.3491 loss_ce_3: 0.2967 loss_bbox_3: 0.1777 loss_giou_3: 0.3385 loss_ce_4: 0.295 loss_bbox_4: 0.1752 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:03] d2.utils.events INFO: eta: 16:31:40 iter: 237259 total_loss: 5.434 loss_ce: 0.2641 loss_bbox: 0.1626 loss_giou: 0.3051 loss_ce_0: 0.4861 loss_bbox_0: 0.2945 loss_giou_0: 0.4901 loss_ce_1: 0.375 loss_bbox_1: 0.1913 loss_giou_1: 0.3492 loss_ce_2: 0.3095 loss_bbox_2: 0.1725 loss_giou_2: 0.3225 loss_ce_3: 0.2807 loss_bbox_3: 0.1694 loss_giou_3: 0.3166 loss_ce_4: 0.2685 loss_bbox_4: 0.1663 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:08] d2.utils.events INFO: eta: 16:31:34 iter: 237279 total_loss: 5.309 loss_ce: 0.2702 loss_bbox: 0.192 loss_giou: 0.2967 loss_ce_0: 0.4846 loss_bbox_0: 0.3345 loss_giou_0: 0.4928 loss_ce_1: 0.3669 loss_bbox_1: 0.2186 loss_giou_1: 0.356 loss_ce_2: 0.3017 loss_bbox_2: 0.1996 loss_giou_2: 0.3164 loss_ce_3: 0.2809 loss_bbox_3: 0.1939 loss_giou_3: 0.3035 loss_ce_4: 0.2731 loss_bbox_4: 0.1916 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:14] d2.utils.events INFO: eta: 16:32:11 iter: 237299 total_loss: 5.693 loss_ce: 0.2796 loss_bbox: 0.1726 loss_giou: 0.3395 loss_ce_0: 0.4946 loss_bbox_0: 0.3027 loss_giou_0: 0.5303 loss_ce_1: 0.3808 loss_bbox_1: 0.2119 loss_giou_1: 0.3976 loss_ce_2: 0.3264 loss_bbox_2: 0.1951 loss_giou_2: 0.364 loss_ce_3: 0.2916 loss_bbox_3: 0.1813 loss_giou_3: 0.3514 loss_ce_4: 0.2869 loss_bbox_4: 0.1804 loss_giou_4: 0.3437 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:20] d2.utils.events INFO: eta: 16:32:02 iter: 237319 total_loss: 5.763 loss_ce: 0.2942 loss_bbox: 0.1905 loss_giou: 0.3336 loss_ce_0: 0.5001 loss_bbox_0: 0.3237 loss_giou_0: 0.4981 loss_ce_1: 0.3955 loss_bbox_1: 0.2334 loss_giou_1: 0.3741 loss_ce_2: 0.3419 loss_bbox_2: 0.2112 loss_giou_2: 0.3485 loss_ce_3: 0.315 loss_bbox_3: 0.1999 loss_giou_3: 0.3399 loss_ce_4: 0.3049 loss_bbox_4: 0.1909 loss_giou_4: 0.333 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:26] d2.utils.events INFO: eta: 16:31:48 iter: 237339 total_loss: 5.544 loss_ce: 0.2777 loss_bbox: 0.1902 loss_giou: 0.3259 loss_ce_0: 0.4931 loss_bbox_0: 0.3012 loss_giou_0: 0.4949 loss_ce_1: 0.3766 loss_bbox_1: 0.2127 loss_giou_1: 0.3671 loss_ce_2: 0.3168 loss_bbox_2: 0.1986 loss_giou_2: 0.3342 loss_ce_3: 0.2866 loss_bbox_3: 0.198 loss_giou_3: 0.3292 loss_ce_4: 0.2726 loss_bbox_4: 0.1906 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:31] d2.utils.events INFO: eta: 16:31:43 iter: 237359 total_loss: 5.646 loss_ce: 0.2743 loss_bbox: 0.1842 loss_giou: 0.3405 loss_ce_0: 0.4877 loss_bbox_0: 0.2929 loss_giou_0: 0.5135 loss_ce_1: 0.3867 loss_bbox_1: 0.2075 loss_giou_1: 0.3802 loss_ce_2: 0.3326 loss_bbox_2: 0.1929 loss_giou_2: 0.3539 loss_ce_3: 0.2854 loss_bbox_3: 0.1876 loss_giou_3: 0.3461 loss_ce_4: 0.2809 loss_bbox_4: 0.1821 loss_giou_4: 0.3394 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:37] d2.utils.events INFO: eta: 16:32:23 iter: 237379 total_loss: 5.585 loss_ce: 0.2669 loss_bbox: 0.1748 loss_giou: 0.3411 loss_ce_0: 0.4725 loss_bbox_0: 0.2963 loss_giou_0: 0.5123 loss_ce_1: 0.371 loss_bbox_1: 0.1976 loss_giou_1: 0.3833 loss_ce_2: 0.31 loss_bbox_2: 0.1822 loss_giou_2: 0.358 loss_ce_3: 0.28 loss_bbox_3: 0.1789 loss_giou_3: 0.3468 loss_ce_4: 0.2711 loss_bbox_4: 0.1806 loss_giou_4: 0.3452 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:43] d2.utils.events INFO: eta: 16:31:48 iter: 237399 total_loss: 5.399 loss_ce: 0.2472 loss_bbox: 0.1707 loss_giou: 0.3382 loss_ce_0: 0.4707 loss_bbox_0: 0.3061 loss_giou_0: 0.4934 loss_ce_1: 0.3621 loss_bbox_1: 0.2085 loss_giou_1: 0.3813 loss_ce_2: 0.2833 loss_bbox_2: 0.1869 loss_giou_2: 0.3584 loss_ce_3: 0.2619 loss_bbox_3: 0.1815 loss_giou_3: 0.3441 loss_ce_4: 0.2541 loss_bbox_4: 0.173 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:48] d2.utils.events INFO: eta: 16:31:45 iter: 237419 total_loss: 5.465 loss_ce: 0.2755 loss_bbox: 0.1736 loss_giou: 0.305 loss_ce_0: 0.4964 loss_bbox_0: 0.3087 loss_giou_0: 0.489 loss_ce_1: 0.3888 loss_bbox_1: 0.2104 loss_giou_1: 0.3593 loss_ce_2: 0.3238 loss_bbox_2: 0.1853 loss_giou_2: 0.3245 loss_ce_3: 0.2951 loss_bbox_3: 0.1782 loss_giou_3: 0.3139 loss_ce_4: 0.283 loss_bbox_4: 0.1755 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 08:34:54] d2.utils.events INFO: eta: 16:31:40 iter: 237439 total_loss: 5.537 loss_ce: 0.2749 loss_bbox: 0.1587 loss_giou: 0.3153 loss_ce_0: 0.4897 loss_bbox_0: 0.2852 loss_giou_0: 0.5087 loss_ce_1: 0.3928 loss_bbox_1: 0.1874 loss_giou_1: 0.3558 loss_ce_2: 0.3242 loss_bbox_2: 0.1691 loss_giou_2: 0.3361 loss_ce_3: 0.2861 loss_bbox_3: 0.1717 loss_giou_3: 0.3284 loss_ce_4: 0.2744 loss_bbox_4: 0.1601 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:00] d2.utils.events INFO: eta: 16:31:31 iter: 237459 total_loss: 5.595 loss_ce: 0.2793 loss_bbox: 0.1822 loss_giou: 0.3206 loss_ce_0: 0.505 loss_bbox_0: 0.3199 loss_giou_0: 0.5223 loss_ce_1: 0.3971 loss_bbox_1: 0.2155 loss_giou_1: 0.3726 loss_ce_2: 0.3406 loss_bbox_2: 0.1925 loss_giou_2: 0.335 loss_ce_3: 0.2985 loss_bbox_3: 0.1882 loss_giou_3: 0.3213 loss_ce_4: 0.2847 loss_bbox_4: 0.1856 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:05] d2.utils.events INFO: eta: 16:31:26 iter: 237479 total_loss: 5.431 loss_ce: 0.2659 loss_bbox: 0.1758 loss_giou: 0.3274 loss_ce_0: 0.4815 loss_bbox_0: 0.3075 loss_giou_0: 0.5262 loss_ce_1: 0.371 loss_bbox_1: 0.2144 loss_giou_1: 0.3788 loss_ce_2: 0.2968 loss_bbox_2: 0.1969 loss_giou_2: 0.3475 loss_ce_3: 0.2739 loss_bbox_3: 0.1916 loss_giou_3: 0.34 loss_ce_4: 0.2654 loss_bbox_4: 0.1849 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:11] d2.utils.events INFO: eta: 16:31:20 iter: 237499 total_loss: 5.727 loss_ce: 0.2824 loss_bbox: 0.189 loss_giou: 0.3191 loss_ce_0: 0.4983 loss_bbox_0: 0.3118 loss_giou_0: 0.4803 loss_ce_1: 0.3874 loss_bbox_1: 0.22 loss_giou_1: 0.362 loss_ce_2: 0.3271 loss_bbox_2: 0.1993 loss_giou_2: 0.3417 loss_ce_3: 0.2963 loss_bbox_3: 0.1904 loss_giou_3: 0.3287 loss_ce_4: 0.2792 loss_bbox_4: 0.1911 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:17] d2.utils.events INFO: eta: 16:30:58 iter: 237519 total_loss: 5.384 loss_ce: 0.2622 loss_bbox: 0.1738 loss_giou: 0.3271 loss_ce_0: 0.4783 loss_bbox_0: 0.3053 loss_giou_0: 0.508 loss_ce_1: 0.3803 loss_bbox_1: 0.206 loss_giou_1: 0.3681 loss_ce_2: 0.3176 loss_bbox_2: 0.184 loss_giou_2: 0.3391 loss_ce_3: 0.2718 loss_bbox_3: 0.1831 loss_giou_3: 0.3394 loss_ce_4: 0.2665 loss_bbox_4: 0.1816 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:22] d2.utils.events INFO: eta: 16:31:03 iter: 237539 total_loss: 5.541 loss_ce: 0.2721 loss_bbox: 0.1756 loss_giou: 0.327 loss_ce_0: 0.4716 loss_bbox_0: 0.3166 loss_giou_0: 0.4972 loss_ce_1: 0.3691 loss_bbox_1: 0.2038 loss_giou_1: 0.368 loss_ce_2: 0.3257 loss_bbox_2: 0.1885 loss_giou_2: 0.3397 loss_ce_3: 0.2926 loss_bbox_3: 0.1805 loss_giou_3: 0.3319 loss_ce_4: 0.279 loss_bbox_4: 0.1772 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:28] d2.utils.events INFO: eta: 16:31:10 iter: 237559 total_loss: 5.132 loss_ce: 0.2577 loss_bbox: 0.1777 loss_giou: 0.2918 loss_ce_0: 0.4676 loss_bbox_0: 0.3124 loss_giou_0: 0.4599 loss_ce_1: 0.3639 loss_bbox_1: 0.2103 loss_giou_1: 0.3358 loss_ce_2: 0.3046 loss_bbox_2: 0.1873 loss_giou_2: 0.3095 loss_ce_3: 0.2707 loss_bbox_3: 0.1762 loss_giou_3: 0.3024 loss_ce_4: 0.2577 loss_bbox_4: 0.178 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:34] d2.utils.events INFO: eta: 16:31:33 iter: 237579 total_loss: 5.485 loss_ce: 0.2696 loss_bbox: 0.1804 loss_giou: 0.3291 loss_ce_0: 0.4904 loss_bbox_0: 0.3073 loss_giou_0: 0.5193 loss_ce_1: 0.3725 loss_bbox_1: 0.2205 loss_giou_1: 0.3905 loss_ce_2: 0.3076 loss_bbox_2: 0.1935 loss_giou_2: 0.3527 loss_ce_3: 0.2853 loss_bbox_3: 0.1824 loss_giou_3: 0.3417 loss_ce_4: 0.2662 loss_bbox_4: 0.1823 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:39] d2.utils.events INFO: eta: 16:31:22 iter: 237599 total_loss: 5.782 loss_ce: 0.298 loss_bbox: 0.1768 loss_giou: 0.3377 loss_ce_0: 0.5036 loss_bbox_0: 0.3 loss_giou_0: 0.5259 loss_ce_1: 0.4066 loss_bbox_1: 0.2124 loss_giou_1: 0.3899 loss_ce_2: 0.3308 loss_bbox_2: 0.191 loss_giou_2: 0.3598 loss_ce_3: 0.315 loss_bbox_3: 0.1839 loss_giou_3: 0.3467 loss_ce_4: 0.3008 loss_bbox_4: 0.1808 loss_giou_4: 0.3434 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:45] d2.utils.events INFO: eta: 16:31:27 iter: 237619 total_loss: 5.53 loss_ce: 0.2558 loss_bbox: 0.1752 loss_giou: 0.3413 loss_ce_0: 0.4786 loss_bbox_0: 0.301 loss_giou_0: 0.5203 loss_ce_1: 0.3675 loss_bbox_1: 0.2085 loss_giou_1: 0.3816 loss_ce_2: 0.3096 loss_bbox_2: 0.1913 loss_giou_2: 0.3589 loss_ce_3: 0.2717 loss_bbox_3: 0.1791 loss_giou_3: 0.3448 loss_ce_4: 0.2644 loss_bbox_4: 0.175 loss_giou_4: 0.343 time: 0.2800 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:51] d2.utils.events INFO: eta: 16:30:47 iter: 237639 total_loss: 5.544 loss_ce: 0.2781 loss_bbox: 0.1723 loss_giou: 0.3249 loss_ce_0: 0.4707 loss_bbox_0: 0.2979 loss_giou_0: 0.5144 loss_ce_1: 0.3652 loss_bbox_1: 0.2045 loss_giou_1: 0.377 loss_ce_2: 0.3138 loss_bbox_2: 0.1854 loss_giou_2: 0.3395 loss_ce_3: 0.2829 loss_bbox_3: 0.1759 loss_giou_3: 0.3305 loss_ce_4: 0.2774 loss_bbox_4: 0.1755 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 08:35:56] d2.utils.events INFO: eta: 16:30:35 iter: 237659 total_loss: 5.877 loss_ce: 0.3011 loss_bbox: 0.1783 loss_giou: 0.3543 loss_ce_0: 0.5069 loss_bbox_0: 0.3101 loss_giou_0: 0.5577 loss_ce_1: 0.4012 loss_bbox_1: 0.2089 loss_giou_1: 0.408 loss_ce_2: 0.3431 loss_bbox_2: 0.1898 loss_giou_2: 0.3826 loss_ce_3: 0.3163 loss_bbox_3: 0.1873 loss_giou_3: 0.3642 loss_ce_4: 0.3052 loss_bbox_4: 0.1819 loss_giou_4: 0.3647 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:02] d2.utils.events INFO: eta: 16:30:13 iter: 237679 total_loss: 5.686 loss_ce: 0.2756 loss_bbox: 0.2002 loss_giou: 0.3303 loss_ce_0: 0.4809 loss_bbox_0: 0.3267 loss_giou_0: 0.5178 loss_ce_1: 0.3827 loss_bbox_1: 0.2352 loss_giou_1: 0.381 loss_ce_2: 0.3185 loss_bbox_2: 0.2167 loss_giou_2: 0.3553 loss_ce_3: 0.2831 loss_bbox_3: 0.2097 loss_giou_3: 0.3396 loss_ce_4: 0.2696 loss_bbox_4: 0.2022 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:08] d2.utils.events INFO: eta: 16:30:08 iter: 237699 total_loss: 5.581 loss_ce: 0.2731 loss_bbox: 0.1866 loss_giou: 0.3286 loss_ce_0: 0.4845 loss_bbox_0: 0.3148 loss_giou_0: 0.4959 loss_ce_1: 0.3851 loss_bbox_1: 0.2173 loss_giou_1: 0.3707 loss_ce_2: 0.3128 loss_bbox_2: 0.2038 loss_giou_2: 0.3447 loss_ce_3: 0.2957 loss_bbox_3: 0.1906 loss_giou_3: 0.3353 loss_ce_4: 0.2734 loss_bbox_4: 0.1884 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:13] d2.utils.events INFO: eta: 16:30:02 iter: 237719 total_loss: 5.476 loss_ce: 0.267 loss_bbox: 0.1772 loss_giou: 0.3336 loss_ce_0: 0.4801 loss_bbox_0: 0.3068 loss_giou_0: 0.5229 loss_ce_1: 0.3683 loss_bbox_1: 0.2028 loss_giou_1: 0.3797 loss_ce_2: 0.2998 loss_bbox_2: 0.1886 loss_giou_2: 0.3514 loss_ce_3: 0.2778 loss_bbox_3: 0.1849 loss_giou_3: 0.3424 loss_ce_4: 0.2667 loss_bbox_4: 0.1805 loss_giou_4: 0.3384 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:19] d2.utils.events INFO: eta: 16:29:49 iter: 237739 total_loss: 5.471 loss_ce: 0.2802 loss_bbox: 0.1687 loss_giou: 0.3357 loss_ce_0: 0.4771 loss_bbox_0: 0.2958 loss_giou_0: 0.4926 loss_ce_1: 0.3667 loss_bbox_1: 0.2065 loss_giou_1: 0.3827 loss_ce_2: 0.3162 loss_bbox_2: 0.1835 loss_giou_2: 0.348 loss_ce_3: 0.2916 loss_bbox_3: 0.1755 loss_giou_3: 0.3428 loss_ce_4: 0.2817 loss_bbox_4: 0.1698 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:25] d2.utils.events INFO: eta: 16:29:08 iter: 237759 total_loss: 5.617 loss_ce: 0.2772 loss_bbox: 0.1687 loss_giou: 0.3358 loss_ce_0: 0.4926 loss_bbox_0: 0.2984 loss_giou_0: 0.5295 loss_ce_1: 0.3752 loss_bbox_1: 0.2135 loss_giou_1: 0.3863 loss_ce_2: 0.3304 loss_bbox_2: 0.1841 loss_giou_2: 0.3539 loss_ce_3: 0.288 loss_bbox_3: 0.1798 loss_giou_3: 0.3487 loss_ce_4: 0.2751 loss_bbox_4: 0.1722 loss_giou_4: 0.3396 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:30] d2.utils.events INFO: eta: 16:29:03 iter: 237779 total_loss: 5.563 loss_ce: 0.2671 loss_bbox: 0.1672 loss_giou: 0.3349 loss_ce_0: 0.4971 loss_bbox_0: 0.2999 loss_giou_0: 0.5182 loss_ce_1: 0.3801 loss_bbox_1: 0.1973 loss_giou_1: 0.3834 loss_ce_2: 0.3095 loss_bbox_2: 0.1765 loss_giou_2: 0.3497 loss_ce_3: 0.2814 loss_bbox_3: 0.1732 loss_giou_3: 0.3417 loss_ce_4: 0.2722 loss_bbox_4: 0.1708 loss_giou_4: 0.34 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:36] d2.utils.events INFO: eta: 16:28:57 iter: 237799 total_loss: 5.633 loss_ce: 0.2651 loss_bbox: 0.1828 loss_giou: 0.3583 loss_ce_0: 0.4882 loss_bbox_0: 0.3002 loss_giou_0: 0.551 loss_ce_1: 0.3779 loss_bbox_1: 0.2124 loss_giou_1: 0.406 loss_ce_2: 0.3141 loss_bbox_2: 0.196 loss_giou_2: 0.3757 loss_ce_3: 0.2862 loss_bbox_3: 0.1859 loss_giou_3: 0.3662 loss_ce_4: 0.2704 loss_bbox_4: 0.1845 loss_giou_4: 0.3576 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:42] d2.utils.events INFO: eta: 16:29:28 iter: 237819 total_loss: 5.743 loss_ce: 0.2917 loss_bbox: 0.1892 loss_giou: 0.3242 loss_ce_0: 0.5031 loss_bbox_0: 0.3106 loss_giou_0: 0.4991 loss_ce_1: 0.4137 loss_bbox_1: 0.2084 loss_giou_1: 0.3566 loss_ce_2: 0.3339 loss_bbox_2: 0.1948 loss_giou_2: 0.3477 loss_ce_3: 0.3023 loss_bbox_3: 0.1975 loss_giou_3: 0.3349 loss_ce_4: 0.2941 loss_bbox_4: 0.1881 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:47] d2.utils.events INFO: eta: 16:29:21 iter: 237839 total_loss: 5.575 loss_ce: 0.2896 loss_bbox: 0.1748 loss_giou: 0.3316 loss_ce_0: 0.4872 loss_bbox_0: 0.3068 loss_giou_0: 0.5017 loss_ce_1: 0.3784 loss_bbox_1: 0.2049 loss_giou_1: 0.3718 loss_ce_2: 0.3293 loss_bbox_2: 0.1912 loss_giou_2: 0.3416 loss_ce_3: 0.2973 loss_bbox_3: 0.1821 loss_giou_3: 0.3393 loss_ce_4: 0.2914 loss_bbox_4: 0.1774 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:53] d2.utils.events INFO: eta: 16:29:17 iter: 237859 total_loss: 5.494 loss_ce: 0.2793 loss_bbox: 0.1817 loss_giou: 0.3404 loss_ce_0: 0.4989 loss_bbox_0: 0.3136 loss_giou_0: 0.5053 loss_ce_1: 0.3789 loss_bbox_1: 0.2252 loss_giou_1: 0.3776 loss_ce_2: 0.3149 loss_bbox_2: 0.1985 loss_giou_2: 0.3544 loss_ce_3: 0.2778 loss_bbox_3: 0.1941 loss_giou_3: 0.3493 loss_ce_4: 0.277 loss_bbox_4: 0.1887 loss_giou_4: 0.3457 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 08:36:58] d2.utils.events INFO: eta: 16:29:12 iter: 237879 total_loss: 5.216 loss_ce: 0.2643 loss_bbox: 0.1832 loss_giou: 0.3221 loss_ce_0: 0.4963 loss_bbox_0: 0.3017 loss_giou_0: 0.5285 loss_ce_1: 0.378 loss_bbox_1: 0.2111 loss_giou_1: 0.3743 loss_ce_2: 0.3237 loss_bbox_2: 0.1976 loss_giou_2: 0.3397 loss_ce_3: 0.2762 loss_bbox_3: 0.1922 loss_giou_3: 0.334 loss_ce_4: 0.2679 loss_bbox_4: 0.1825 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:04] d2.utils.events INFO: eta: 16:29:24 iter: 237899 total_loss: 5.427 loss_ce: 0.2626 loss_bbox: 0.1734 loss_giou: 0.3198 loss_ce_0: 0.4765 loss_bbox_0: 0.3124 loss_giou_0: 0.5009 loss_ce_1: 0.3667 loss_bbox_1: 0.2057 loss_giou_1: 0.3731 loss_ce_2: 0.3053 loss_bbox_2: 0.1877 loss_giou_2: 0.3448 loss_ce_3: 0.2781 loss_bbox_3: 0.1845 loss_giou_3: 0.3344 loss_ce_4: 0.2658 loss_bbox_4: 0.1771 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:10] d2.utils.events INFO: eta: 16:29:19 iter: 237919 total_loss: 5.718 loss_ce: 0.2832 loss_bbox: 0.1848 loss_giou: 0.3346 loss_ce_0: 0.4938 loss_bbox_0: 0.3123 loss_giou_0: 0.5166 loss_ce_1: 0.3912 loss_bbox_1: 0.2161 loss_giou_1: 0.3718 loss_ce_2: 0.3266 loss_bbox_2: 0.195 loss_giou_2: 0.355 loss_ce_3: 0.2964 loss_bbox_3: 0.1908 loss_giou_3: 0.3476 loss_ce_4: 0.2867 loss_bbox_4: 0.1877 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:15] d2.utils.events INFO: eta: 16:29:10 iter: 237939 total_loss: 5.672 loss_ce: 0.2887 loss_bbox: 0.1929 loss_giou: 0.3314 loss_ce_0: 0.4837 loss_bbox_0: 0.3182 loss_giou_0: 0.5091 loss_ce_1: 0.4032 loss_bbox_1: 0.2189 loss_giou_1: 0.3768 loss_ce_2: 0.3293 loss_bbox_2: 0.2011 loss_giou_2: 0.3428 loss_ce_3: 0.3007 loss_bbox_3: 0.195 loss_giou_3: 0.3391 loss_ce_4: 0.2906 loss_bbox_4: 0.196 loss_giou_4: 0.3347 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:21] d2.utils.events INFO: eta: 16:29:01 iter: 237959 total_loss: 5.491 loss_ce: 0.2707 loss_bbox: 0.1776 loss_giou: 0.3356 loss_ce_0: 0.4861 loss_bbox_0: 0.3028 loss_giou_0: 0.5297 loss_ce_1: 0.391 loss_bbox_1: 0.2105 loss_giou_1: 0.3787 loss_ce_2: 0.325 loss_bbox_2: 0.191 loss_giou_2: 0.3495 loss_ce_3: 0.3025 loss_bbox_3: 0.1871 loss_giou_3: 0.3389 loss_ce_4: 0.2815 loss_bbox_4: 0.1798 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:27] d2.utils.events INFO: eta: 16:28:43 iter: 237979 total_loss: 5.43 loss_ce: 0.2778 loss_bbox: 0.1692 loss_giou: 0.3242 loss_ce_0: 0.488 loss_bbox_0: 0.2887 loss_giou_0: 0.4993 loss_ce_1: 0.3854 loss_bbox_1: 0.1993 loss_giou_1: 0.3766 loss_ce_2: 0.3257 loss_bbox_2: 0.1798 loss_giou_2: 0.3441 loss_ce_3: 0.3036 loss_bbox_3: 0.1747 loss_giou_3: 0.3328 loss_ce_4: 0.2835 loss_bbox_4: 0.1695 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:32] d2.utils.events INFO: eta: 16:28:33 iter: 237999 total_loss: 5.752 loss_ce: 0.2869 loss_bbox: 0.1809 loss_giou: 0.3458 loss_ce_0: 0.5088 loss_bbox_0: 0.3067 loss_giou_0: 0.5422 loss_ce_1: 0.3889 loss_bbox_1: 0.2125 loss_giou_1: 0.3921 loss_ce_2: 0.3218 loss_bbox_2: 0.1939 loss_giou_2: 0.3654 loss_ce_3: 0.295 loss_bbox_3: 0.187 loss_giou_3: 0.3547 loss_ce_4: 0.2888 loss_bbox_4: 0.1868 loss_giou_4: 0.3487 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:38] d2.utils.events INFO: eta: 16:28:02 iter: 238019 total_loss: 5.398 loss_ce: 0.2742 loss_bbox: 0.1764 loss_giou: 0.3012 loss_ce_0: 0.4842 loss_bbox_0: 0.3023 loss_giou_0: 0.4907 loss_ce_1: 0.3849 loss_bbox_1: 0.2041 loss_giou_1: 0.3567 loss_ce_2: 0.3156 loss_bbox_2: 0.1868 loss_giou_2: 0.3276 loss_ce_3: 0.2798 loss_bbox_3: 0.1789 loss_giou_3: 0.3132 loss_ce_4: 0.2702 loss_bbox_4: 0.1777 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:44] d2.utils.events INFO: eta: 16:27:44 iter: 238039 total_loss: 5.566 loss_ce: 0.2683 loss_bbox: 0.1883 loss_giou: 0.3272 loss_ce_0: 0.4959 loss_bbox_0: 0.3109 loss_giou_0: 0.4859 loss_ce_1: 0.3844 loss_bbox_1: 0.2212 loss_giou_1: 0.3704 loss_ce_2: 0.3191 loss_bbox_2: 0.2106 loss_giou_2: 0.3537 loss_ce_3: 0.2781 loss_bbox_3: 0.2013 loss_giou_3: 0.346 loss_ce_4: 0.2728 loss_bbox_4: 0.1917 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:49] d2.utils.events INFO: eta: 16:28:11 iter: 238059 total_loss: 5.377 loss_ce: 0.2647 loss_bbox: 0.1687 loss_giou: 0.324 loss_ce_0: 0.4709 loss_bbox_0: 0.2871 loss_giou_0: 0.5022 loss_ce_1: 0.3639 loss_bbox_1: 0.1954 loss_giou_1: 0.3719 loss_ce_2: 0.3009 loss_bbox_2: 0.1761 loss_giou_2: 0.3402 loss_ce_3: 0.272 loss_bbox_3: 0.171 loss_giou_3: 0.3336 loss_ce_4: 0.2618 loss_bbox_4: 0.1708 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 08:37:55] d2.utils.events INFO: eta: 16:28:17 iter: 238079 total_loss: 5.762 loss_ce: 0.284 loss_bbox: 0.192 loss_giou: 0.3636 loss_ce_0: 0.4912 loss_bbox_0: 0.3164 loss_giou_0: 0.5389 loss_ce_1: 0.3869 loss_bbox_1: 0.2234 loss_giou_1: 0.4101 loss_ce_2: 0.3192 loss_bbox_2: 0.2056 loss_giou_2: 0.3818 loss_ce_3: 0.2972 loss_bbox_3: 0.1998 loss_giou_3: 0.373 loss_ce_4: 0.2902 loss_bbox_4: 0.1975 loss_giou_4: 0.3666 time: 0.2800 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:01] d2.utils.events INFO: eta: 16:28:11 iter: 238099 total_loss: 5.412 loss_ce: 0.2737 loss_bbox: 0.1786 loss_giou: 0.3235 loss_ce_0: 0.4908 loss_bbox_0: 0.2881 loss_giou_0: 0.4901 loss_ce_1: 0.3838 loss_bbox_1: 0.2036 loss_giou_1: 0.3693 loss_ce_2: 0.3159 loss_bbox_2: 0.1905 loss_giou_2: 0.3449 loss_ce_3: 0.2871 loss_bbox_3: 0.1848 loss_giou_3: 0.3282 loss_ce_4: 0.2724 loss_bbox_4: 0.1799 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:06] d2.utils.events INFO: eta: 16:28:05 iter: 238119 total_loss: 5.66 loss_ce: 0.2754 loss_bbox: 0.1944 loss_giou: 0.3368 loss_ce_0: 0.4855 loss_bbox_0: 0.3221 loss_giou_0: 0.507 loss_ce_1: 0.3777 loss_bbox_1: 0.2273 loss_giou_1: 0.3761 loss_ce_2: 0.3012 loss_bbox_2: 0.2075 loss_giou_2: 0.3559 loss_ce_3: 0.2782 loss_bbox_3: 0.1941 loss_giou_3: 0.3402 loss_ce_4: 0.277 loss_bbox_4: 0.1918 loss_giou_4: 0.3365 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:12] d2.utils.events INFO: eta: 16:27:58 iter: 238139 total_loss: 5.39 loss_ce: 0.28 loss_bbox: 0.1657 loss_giou: 0.323 loss_ce_0: 0.4859 loss_bbox_0: 0.2897 loss_giou_0: 0.5204 loss_ce_1: 0.3745 loss_bbox_1: 0.2057 loss_giou_1: 0.376 loss_ce_2: 0.3128 loss_bbox_2: 0.1813 loss_giou_2: 0.3424 loss_ce_3: 0.2843 loss_bbox_3: 0.1729 loss_giou_3: 0.3333 loss_ce_4: 0.2801 loss_bbox_4: 0.17 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:18] d2.utils.events INFO: eta: 16:27:51 iter: 238159 total_loss: 5.31 loss_ce: 0.2516 loss_bbox: 0.181 loss_giou: 0.3244 loss_ce_0: 0.4776 loss_bbox_0: 0.2938 loss_giou_0: 0.5022 loss_ce_1: 0.3691 loss_bbox_1: 0.2085 loss_giou_1: 0.3729 loss_ce_2: 0.299 loss_bbox_2: 0.1875 loss_giou_2: 0.3437 loss_ce_3: 0.2694 loss_bbox_3: 0.1785 loss_giou_3: 0.3298 loss_ce_4: 0.2538 loss_bbox_4: 0.1777 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:23] d2.utils.events INFO: eta: 16:27:05 iter: 238179 total_loss: 5.762 loss_ce: 0.299 loss_bbox: 0.1784 loss_giou: 0.3166 loss_ce_0: 0.5046 loss_bbox_0: 0.3126 loss_giou_0: 0.5295 loss_ce_1: 0.4013 loss_bbox_1: 0.2133 loss_giou_1: 0.3761 loss_ce_2: 0.341 loss_bbox_2: 0.1972 loss_giou_2: 0.3386 loss_ce_3: 0.313 loss_bbox_3: 0.1847 loss_giou_3: 0.327 loss_ce_4: 0.2967 loss_bbox_4: 0.1807 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:29] d2.utils.events INFO: eta: 16:26:27 iter: 238199 total_loss: 5.479 loss_ce: 0.2834 loss_bbox: 0.1675 loss_giou: 0.3365 loss_ce_0: 0.4878 loss_bbox_0: 0.287 loss_giou_0: 0.5139 loss_ce_1: 0.3817 loss_bbox_1: 0.1955 loss_giou_1: 0.3816 loss_ce_2: 0.3194 loss_bbox_2: 0.1833 loss_giou_2: 0.3586 loss_ce_3: 0.303 loss_bbox_3: 0.1722 loss_giou_3: 0.3462 loss_ce_4: 0.2846 loss_bbox_4: 0.1712 loss_giou_4: 0.3402 time: 0.2800 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:35] d2.utils.events INFO: eta: 16:26:13 iter: 238219 total_loss: 5.595 loss_ce: 0.2984 loss_bbox: 0.1905 loss_giou: 0.3244 loss_ce_0: 0.5137 loss_bbox_0: 0.3248 loss_giou_0: 0.5033 loss_ce_1: 0.3881 loss_bbox_1: 0.2196 loss_giou_1: 0.3706 loss_ce_2: 0.3286 loss_bbox_2: 0.2027 loss_giou_2: 0.3388 loss_ce_3: 0.3044 loss_bbox_3: 0.1966 loss_giou_3: 0.3321 loss_ce_4: 0.2914 loss_bbox_4: 0.1916 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:40] d2.utils.events INFO: eta: 16:25:57 iter: 238239 total_loss: 5.487 loss_ce: 0.2715 loss_bbox: 0.1818 loss_giou: 0.3236 loss_ce_0: 0.4763 loss_bbox_0: 0.3178 loss_giou_0: 0.4992 loss_ce_1: 0.3746 loss_bbox_1: 0.218 loss_giou_1: 0.3798 loss_ce_2: 0.3141 loss_bbox_2: 0.1981 loss_giou_2: 0.3556 loss_ce_3: 0.2875 loss_bbox_3: 0.1878 loss_giou_3: 0.3335 loss_ce_4: 0.2649 loss_bbox_4: 0.1837 loss_giou_4: 0.33 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:46] d2.utils.events INFO: eta: 16:25:54 iter: 238259 total_loss: 5.609 loss_ce: 0.2803 loss_bbox: 0.1626 loss_giou: 0.337 loss_ce_0: 0.5007 loss_bbox_0: 0.295 loss_giou_0: 0.5355 loss_ce_1: 0.3892 loss_bbox_1: 0.1915 loss_giou_1: 0.3809 loss_ce_2: 0.3202 loss_bbox_2: 0.1773 loss_giou_2: 0.3549 loss_ce_3: 0.2921 loss_bbox_3: 0.1677 loss_giou_3: 0.3481 loss_ce_4: 0.2838 loss_bbox_4: 0.165 loss_giou_4: 0.3395 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:52] d2.utils.events INFO: eta: 16:25:56 iter: 238279 total_loss: 5.5 loss_ce: 0.2828 loss_bbox: 0.178 loss_giou: 0.3349 loss_ce_0: 0.4829 loss_bbox_0: 0.3048 loss_giou_0: 0.5181 loss_ce_1: 0.3744 loss_bbox_1: 0.2082 loss_giou_1: 0.3806 loss_ce_2: 0.3215 loss_bbox_2: 0.1887 loss_giou_2: 0.3562 loss_ce_3: 0.2901 loss_bbox_3: 0.1787 loss_giou_3: 0.3504 loss_ce_4: 0.2808 loss_bbox_4: 0.182 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 08:38:57] d2.utils.events INFO: eta: 16:25:50 iter: 238299 total_loss: 5.541 loss_ce: 0.2667 loss_bbox: 0.1784 loss_giou: 0.3174 loss_ce_0: 0.4705 loss_bbox_0: 0.2972 loss_giou_0: 0.5008 loss_ce_1: 0.3483 loss_bbox_1: 0.212 loss_giou_1: 0.3735 loss_ce_2: 0.2926 loss_bbox_2: 0.193 loss_giou_2: 0.3436 loss_ce_3: 0.2688 loss_bbox_3: 0.1876 loss_giou_3: 0.3251 loss_ce_4: 0.2619 loss_bbox_4: 0.1818 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:03] d2.utils.events INFO: eta: 16:25:41 iter: 238319 total_loss: 5.537 loss_ce: 0.2656 loss_bbox: 0.1803 loss_giou: 0.3206 loss_ce_0: 0.4817 loss_bbox_0: 0.3031 loss_giou_0: 0.4811 loss_ce_1: 0.3642 loss_bbox_1: 0.2073 loss_giou_1: 0.364 loss_ce_2: 0.3045 loss_bbox_2: 0.1857 loss_giou_2: 0.3401 loss_ce_3: 0.2787 loss_bbox_3: 0.1835 loss_giou_3: 0.3266 loss_ce_4: 0.2671 loss_bbox_4: 0.1791 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:08] d2.utils.events INFO: eta: 16:25:29 iter: 238339 total_loss: 5.346 loss_ce: 0.2643 loss_bbox: 0.1777 loss_giou: 0.3282 loss_ce_0: 0.4876 loss_bbox_0: 0.2991 loss_giou_0: 0.5215 loss_ce_1: 0.3715 loss_bbox_1: 0.2064 loss_giou_1: 0.3755 loss_ce_2: 0.318 loss_bbox_2: 0.1871 loss_giou_2: 0.3435 loss_ce_3: 0.2711 loss_bbox_3: 0.1828 loss_giou_3: 0.3416 loss_ce_4: 0.262 loss_bbox_4: 0.1806 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:14] d2.utils.events INFO: eta: 16:25:24 iter: 238359 total_loss: 5.423 loss_ce: 0.2671 loss_bbox: 0.171 loss_giou: 0.3203 loss_ce_0: 0.4745 loss_bbox_0: 0.2977 loss_giou_0: 0.4921 loss_ce_1: 0.3678 loss_bbox_1: 0.2088 loss_giou_1: 0.3748 loss_ce_2: 0.3048 loss_bbox_2: 0.1809 loss_giou_2: 0.3447 loss_ce_3: 0.2849 loss_bbox_3: 0.1725 loss_giou_3: 0.3271 loss_ce_4: 0.2692 loss_bbox_4: 0.1717 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:20] d2.utils.events INFO: eta: 16:25:08 iter: 238379 total_loss: 5.77 loss_ce: 0.2829 loss_bbox: 0.1744 loss_giou: 0.3425 loss_ce_0: 0.4941 loss_bbox_0: 0.2964 loss_giou_0: 0.5274 loss_ce_1: 0.4025 loss_bbox_1: 0.209 loss_giou_1: 0.3949 loss_ce_2: 0.3387 loss_bbox_2: 0.1905 loss_giou_2: 0.3696 loss_ce_3: 0.3067 loss_bbox_3: 0.1812 loss_giou_3: 0.3598 loss_ce_4: 0.2937 loss_bbox_4: 0.1728 loss_giou_4: 0.3484 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:25] d2.utils.events INFO: eta: 16:25:25 iter: 238399 total_loss: 5.504 loss_ce: 0.2731 loss_bbox: 0.185 loss_giou: 0.3226 loss_ce_0: 0.4917 loss_bbox_0: 0.3152 loss_giou_0: 0.4882 loss_ce_1: 0.3855 loss_bbox_1: 0.2216 loss_giou_1: 0.3685 loss_ce_2: 0.3191 loss_bbox_2: 0.2023 loss_giou_2: 0.3449 loss_ce_3: 0.2966 loss_bbox_3: 0.1933 loss_giou_3: 0.3335 loss_ce_4: 0.2744 loss_bbox_4: 0.1878 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:31] d2.utils.events INFO: eta: 16:25:23 iter: 238419 total_loss: 5.329 loss_ce: 0.2664 loss_bbox: 0.1798 loss_giou: 0.324 loss_ce_0: 0.4867 loss_bbox_0: 0.3077 loss_giou_0: 0.5051 loss_ce_1: 0.3746 loss_bbox_1: 0.2184 loss_giou_1: 0.364 loss_ce_2: 0.319 loss_bbox_2: 0.2015 loss_giou_2: 0.3406 loss_ce_3: 0.2765 loss_bbox_3: 0.1872 loss_giou_3: 0.3351 loss_ce_4: 0.27 loss_bbox_4: 0.1826 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:37] d2.utils.events INFO: eta: 16:25:20 iter: 238439 total_loss: 5.674 loss_ce: 0.2879 loss_bbox: 0.1723 loss_giou: 0.3394 loss_ce_0: 0.5021 loss_bbox_0: 0.2911 loss_giou_0: 0.5278 loss_ce_1: 0.3839 loss_bbox_1: 0.2021 loss_giou_1: 0.3964 loss_ce_2: 0.3252 loss_bbox_2: 0.1896 loss_giou_2: 0.3641 loss_ce_3: 0.3022 loss_bbox_3: 0.1812 loss_giou_3: 0.3513 loss_ce_4: 0.2814 loss_bbox_4: 0.1767 loss_giou_4: 0.3427 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:42] d2.utils.events INFO: eta: 16:25:08 iter: 238459 total_loss: 5.276 loss_ce: 0.2676 loss_bbox: 0.1743 loss_giou: 0.3239 loss_ce_0: 0.4739 loss_bbox_0: 0.3049 loss_giou_0: 0.4935 loss_ce_1: 0.3729 loss_bbox_1: 0.2052 loss_giou_1: 0.3603 loss_ce_2: 0.3097 loss_bbox_2: 0.187 loss_giou_2: 0.3367 loss_ce_3: 0.276 loss_bbox_3: 0.1787 loss_giou_3: 0.3296 loss_ce_4: 0.2674 loss_bbox_4: 0.1801 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:48] d2.utils.events INFO: eta: 16:25:03 iter: 238479 total_loss: 5.562 loss_ce: 0.2785 loss_bbox: 0.1921 loss_giou: 0.3395 loss_ce_0: 0.5084 loss_bbox_0: 0.3176 loss_giou_0: 0.5032 loss_ce_1: 0.4068 loss_bbox_1: 0.2218 loss_giou_1: 0.3753 loss_ce_2: 0.3271 loss_bbox_2: 0.1998 loss_giou_2: 0.3523 loss_ce_3: 0.2969 loss_bbox_3: 0.1937 loss_giou_3: 0.3488 loss_ce_4: 0.2792 loss_bbox_4: 0.1905 loss_giou_4: 0.3428 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:54] d2.utils.events INFO: eta: 16:24:54 iter: 238499 total_loss: 5.445 loss_ce: 0.2644 loss_bbox: 0.1831 loss_giou: 0.3323 loss_ce_0: 0.4883 loss_bbox_0: 0.3056 loss_giou_0: 0.4868 loss_ce_1: 0.3833 loss_bbox_1: 0.2062 loss_giou_1: 0.3645 loss_ce_2: 0.3161 loss_bbox_2: 0.2018 loss_giou_2: 0.3462 loss_ce_3: 0.2777 loss_bbox_3: 0.1903 loss_giou_3: 0.3355 loss_ce_4: 0.2667 loss_bbox_4: 0.1888 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 08:39:59] d2.utils.events INFO: eta: 16:24:57 iter: 238519 total_loss: 5.377 loss_ce: 0.2666 loss_bbox: 0.1753 loss_giou: 0.3324 loss_ce_0: 0.4793 loss_bbox_0: 0.3161 loss_giou_0: 0.5302 loss_ce_1: 0.3713 loss_bbox_1: 0.2154 loss_giou_1: 0.3727 loss_ce_2: 0.3098 loss_bbox_2: 0.1927 loss_giou_2: 0.3455 loss_ce_3: 0.2741 loss_bbox_3: 0.1801 loss_giou_3: 0.3376 loss_ce_4: 0.2651 loss_bbox_4: 0.1801 loss_giou_4: 0.3306 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:05] d2.utils.events INFO: eta: 16:25:22 iter: 238539 total_loss: 5.511 loss_ce: 0.2816 loss_bbox: 0.1954 loss_giou: 0.3019 loss_ce_0: 0.4804 loss_bbox_0: 0.3217 loss_giou_0: 0.4763 loss_ce_1: 0.3865 loss_bbox_1: 0.2297 loss_giou_1: 0.3531 loss_ce_2: 0.3207 loss_bbox_2: 0.203 loss_giou_2: 0.3224 loss_ce_3: 0.2965 loss_bbox_3: 0.2039 loss_giou_3: 0.3116 loss_ce_4: 0.2887 loss_bbox_4: 0.1988 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:11] d2.utils.events INFO: eta: 16:25:17 iter: 238559 total_loss: 5.49 loss_ce: 0.2651 loss_bbox: 0.175 loss_giou: 0.3433 loss_ce_0: 0.482 loss_bbox_0: 0.285 loss_giou_0: 0.5292 loss_ce_1: 0.3758 loss_bbox_1: 0.2016 loss_giou_1: 0.389 loss_ce_2: 0.3169 loss_bbox_2: 0.1869 loss_giou_2: 0.3574 loss_ce_3: 0.2777 loss_bbox_3: 0.1777 loss_giou_3: 0.3534 loss_ce_4: 0.2691 loss_bbox_4: 0.1757 loss_giou_4: 0.3484 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:16] d2.utils.events INFO: eta: 16:24:45 iter: 238579 total_loss: 5.383 loss_ce: 0.247 loss_bbox: 0.172 loss_giou: 0.3427 loss_ce_0: 0.4583 loss_bbox_0: 0.2857 loss_giou_0: 0.5071 loss_ce_1: 0.3537 loss_bbox_1: 0.2079 loss_giou_1: 0.3863 loss_ce_2: 0.2928 loss_bbox_2: 0.1886 loss_giou_2: 0.3558 loss_ce_3: 0.2578 loss_bbox_3: 0.1789 loss_giou_3: 0.349 loss_ce_4: 0.2465 loss_bbox_4: 0.1752 loss_giou_4: 0.3451 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:22] d2.utils.events INFO: eta: 16:25:13 iter: 238599 total_loss: 5.289 loss_ce: 0.2758 loss_bbox: 0.1594 loss_giou: 0.3031 loss_ce_0: 0.4687 loss_bbox_0: 0.29 loss_giou_0: 0.4826 loss_ce_1: 0.369 loss_bbox_1: 0.1881 loss_giou_1: 0.3487 loss_ce_2: 0.3026 loss_bbox_2: 0.1754 loss_giou_2: 0.3205 loss_ce_3: 0.2754 loss_bbox_3: 0.1727 loss_giou_3: 0.3155 loss_ce_4: 0.2704 loss_bbox_4: 0.1637 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:27] d2.utils.events INFO: eta: 16:24:29 iter: 238619 total_loss: 5.507 loss_ce: 0.2796 loss_bbox: 0.1885 loss_giou: 0.3159 loss_ce_0: 0.4886 loss_bbox_0: 0.2976 loss_giou_0: 0.4859 loss_ce_1: 0.3869 loss_bbox_1: 0.2114 loss_giou_1: 0.3626 loss_ce_2: 0.3201 loss_bbox_2: 0.1978 loss_giou_2: 0.3312 loss_ce_3: 0.2916 loss_bbox_3: 0.185 loss_giou_3: 0.3236 loss_ce_4: 0.2787 loss_bbox_4: 0.1817 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:33] d2.utils.events INFO: eta: 16:24:18 iter: 238639 total_loss: 5.098 loss_ce: 0.2525 loss_bbox: 0.176 loss_giou: 0.3219 loss_ce_0: 0.5042 loss_bbox_0: 0.2987 loss_giou_0: 0.4965 loss_ce_1: 0.3649 loss_bbox_1: 0.2104 loss_giou_1: 0.3649 loss_ce_2: 0.3067 loss_bbox_2: 0.1956 loss_giou_2: 0.3351 loss_ce_3: 0.2718 loss_bbox_3: 0.1825 loss_giou_3: 0.3273 loss_ce_4: 0.2521 loss_bbox_4: 0.1792 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:39] d2.utils.events INFO: eta: 16:24:08 iter: 238659 total_loss: 5.526 loss_ce: 0.2815 loss_bbox: 0.1829 loss_giou: 0.3191 loss_ce_0: 0.5005 loss_bbox_0: 0.3062 loss_giou_0: 0.499 loss_ce_1: 0.391 loss_bbox_1: 0.2212 loss_giou_1: 0.3714 loss_ce_2: 0.3254 loss_bbox_2: 0.2072 loss_giou_2: 0.342 loss_ce_3: 0.2821 loss_bbox_3: 0.1941 loss_giou_3: 0.3299 loss_ce_4: 0.2904 loss_bbox_4: 0.1876 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:44] d2.utils.events INFO: eta: 16:24:13 iter: 238679 total_loss: 5.964 loss_ce: 0.2989 loss_bbox: 0.1974 loss_giou: 0.3462 loss_ce_0: 0.5025 loss_bbox_0: 0.3262 loss_giou_0: 0.5337 loss_ce_1: 0.3955 loss_bbox_1: 0.2292 loss_giou_1: 0.3929 loss_ce_2: 0.3432 loss_bbox_2: 0.2136 loss_giou_2: 0.3613 loss_ce_3: 0.3144 loss_bbox_3: 0.2064 loss_giou_3: 0.3478 loss_ce_4: 0.3058 loss_bbox_4: 0.1975 loss_giou_4: 0.3452 time: 0.2800 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:50] d2.utils.events INFO: eta: 16:23:51 iter: 238699 total_loss: 5.504 loss_ce: 0.2575 loss_bbox: 0.1745 loss_giou: 0.3032 loss_ce_0: 0.4904 loss_bbox_0: 0.3108 loss_giou_0: 0.5118 loss_ce_1: 0.3624 loss_bbox_1: 0.2126 loss_giou_1: 0.3694 loss_ce_2: 0.2982 loss_bbox_2: 0.1918 loss_giou_2: 0.334 loss_ce_3: 0.2688 loss_bbox_3: 0.1811 loss_giou_3: 0.3202 loss_ce_4: 0.2646 loss_bbox_4: 0.1791 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 08:40:56] d2.utils.events INFO: eta: 16:23:45 iter: 238719 total_loss: 5.564 loss_ce: 0.2769 loss_bbox: 0.1934 loss_giou: 0.3313 loss_ce_0: 0.4798 loss_bbox_0: 0.3147 loss_giou_0: 0.5297 loss_ce_1: 0.3816 loss_bbox_1: 0.2292 loss_giou_1: 0.377 loss_ce_2: 0.3183 loss_bbox_2: 0.2107 loss_giou_2: 0.3522 loss_ce_3: 0.2888 loss_bbox_3: 0.2038 loss_giou_3: 0.3469 loss_ce_4: 0.2732 loss_bbox_4: 0.2002 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:01] d2.utils.events INFO: eta: 16:23:46 iter: 238739 total_loss: 5.32 loss_ce: 0.2535 loss_bbox: 0.1818 loss_giou: 0.2987 loss_ce_0: 0.4762 loss_bbox_0: 0.3074 loss_giou_0: 0.471 loss_ce_1: 0.3771 loss_bbox_1: 0.2112 loss_giou_1: 0.3457 loss_ce_2: 0.313 loss_bbox_2: 0.1864 loss_giou_2: 0.3183 loss_ce_3: 0.2735 loss_bbox_3: 0.1859 loss_giou_3: 0.3095 loss_ce_4: 0.259 loss_bbox_4: 0.1845 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:07] d2.utils.events INFO: eta: 16:23:40 iter: 238759 total_loss: 5.498 loss_ce: 0.2796 loss_bbox: 0.1935 loss_giou: 0.307 loss_ce_0: 0.5138 loss_bbox_0: 0.3269 loss_giou_0: 0.476 loss_ce_1: 0.3839 loss_bbox_1: 0.2306 loss_giou_1: 0.3521 loss_ce_2: 0.3215 loss_bbox_2: 0.2182 loss_giou_2: 0.3251 loss_ce_3: 0.2962 loss_bbox_3: 0.2075 loss_giou_3: 0.3115 loss_ce_4: 0.2852 loss_bbox_4: 0.1987 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:12] d2.utils.events INFO: eta: 16:23:39 iter: 238779 total_loss: 5.772 loss_ce: 0.2738 loss_bbox: 0.1929 loss_giou: 0.3313 loss_ce_0: 0.4928 loss_bbox_0: 0.3253 loss_giou_0: 0.5044 loss_ce_1: 0.3852 loss_bbox_1: 0.2239 loss_giou_1: 0.3745 loss_ce_2: 0.3221 loss_bbox_2: 0.2124 loss_giou_2: 0.3484 loss_ce_3: 0.2831 loss_bbox_3: 0.204 loss_giou_3: 0.3405 loss_ce_4: 0.2772 loss_bbox_4: 0.1959 loss_giou_4: 0.3368 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:18] d2.utils.events INFO: eta: 16:23:23 iter: 238799 total_loss: 5.638 loss_ce: 0.2878 loss_bbox: 0.1802 loss_giou: 0.3412 loss_ce_0: 0.4772 loss_bbox_0: 0.3031 loss_giou_0: 0.5044 loss_ce_1: 0.3732 loss_bbox_1: 0.2153 loss_giou_1: 0.3767 loss_ce_2: 0.3178 loss_bbox_2: 0.1967 loss_giou_2: 0.3578 loss_ce_3: 0.2868 loss_bbox_3: 0.1872 loss_giou_3: 0.3483 loss_ce_4: 0.2847 loss_bbox_4: 0.1865 loss_giou_4: 0.3471 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:24] d2.utils.events INFO: eta: 16:23:00 iter: 238819 total_loss: 5.548 loss_ce: 0.2667 loss_bbox: 0.164 loss_giou: 0.3151 loss_ce_0: 0.488 loss_bbox_0: 0.2992 loss_giou_0: 0.5055 loss_ce_1: 0.3949 loss_bbox_1: 0.2065 loss_giou_1: 0.3668 loss_ce_2: 0.3303 loss_bbox_2: 0.1826 loss_giou_2: 0.3362 loss_ce_3: 0.2907 loss_bbox_3: 0.1752 loss_giou_3: 0.3262 loss_ce_4: 0.276 loss_bbox_4: 0.1708 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:29] d2.utils.events INFO: eta: 16:23:02 iter: 238839 total_loss: 5.793 loss_ce: 0.2865 loss_bbox: 0.1857 loss_giou: 0.3231 loss_ce_0: 0.5119 loss_bbox_0: 0.3235 loss_giou_0: 0.5456 loss_ce_1: 0.3982 loss_bbox_1: 0.2201 loss_giou_1: 0.3889 loss_ce_2: 0.3309 loss_bbox_2: 0.1999 loss_giou_2: 0.3504 loss_ce_3: 0.3061 loss_bbox_3: 0.1906 loss_giou_3: 0.3401 loss_ce_4: 0.2853 loss_bbox_4: 0.1896 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:35] d2.utils.events INFO: eta: 16:22:55 iter: 238859 total_loss: 5.418 loss_ce: 0.2712 loss_bbox: 0.1688 loss_giou: 0.3364 loss_ce_0: 0.4804 loss_bbox_0: 0.2979 loss_giou_0: 0.532 loss_ce_1: 0.3697 loss_bbox_1: 0.2028 loss_giou_1: 0.3901 loss_ce_2: 0.3156 loss_bbox_2: 0.1849 loss_giou_2: 0.3646 loss_ce_3: 0.2825 loss_bbox_3: 0.1791 loss_giou_3: 0.3512 loss_ce_4: 0.2683 loss_bbox_4: 0.1721 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:41] d2.utils.events INFO: eta: 16:22:49 iter: 238879 total_loss: 5.45 loss_ce: 0.264 loss_bbox: 0.1833 loss_giou: 0.3191 loss_ce_0: 0.4902 loss_bbox_0: 0.3133 loss_giou_0: 0.4806 loss_ce_1: 0.3854 loss_bbox_1: 0.2055 loss_giou_1: 0.3598 loss_ce_2: 0.3114 loss_bbox_2: 0.1925 loss_giou_2: 0.3395 loss_ce_3: 0.2718 loss_bbox_3: 0.1813 loss_giou_3: 0.3289 loss_ce_4: 0.2633 loss_bbox_4: 0.1806 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:46] d2.utils.events INFO: eta: 16:22:55 iter: 238899 total_loss: 5.656 loss_ce: 0.2865 loss_bbox: 0.1832 loss_giou: 0.35 loss_ce_0: 0.4992 loss_bbox_0: 0.3122 loss_giou_0: 0.5381 loss_ce_1: 0.3869 loss_bbox_1: 0.2142 loss_giou_1: 0.3974 loss_ce_2: 0.3263 loss_bbox_2: 0.1961 loss_giou_2: 0.3624 loss_ce_3: 0.2981 loss_bbox_3: 0.1899 loss_giou_3: 0.3565 loss_ce_4: 0.292 loss_bbox_4: 0.1867 loss_giou_4: 0.3532 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:52] d2.utils.events INFO: eta: 16:22:49 iter: 238919 total_loss: 5.579 loss_ce: 0.2693 loss_bbox: 0.1761 loss_giou: 0.3459 loss_ce_0: 0.4874 loss_bbox_0: 0.2917 loss_giou_0: 0.5252 loss_ce_1: 0.374 loss_bbox_1: 0.2065 loss_giou_1: 0.4062 loss_ce_2: 0.3033 loss_bbox_2: 0.1917 loss_giou_2: 0.3674 loss_ce_3: 0.281 loss_bbox_3: 0.1827 loss_giou_3: 0.3564 loss_ce_4: 0.2677 loss_bbox_4: 0.1812 loss_giou_4: 0.3547 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 08:41:58] d2.utils.events INFO: eta: 16:23:00 iter: 238939 total_loss: 5.606 loss_ce: 0.2951 loss_bbox: 0.1756 loss_giou: 0.3229 loss_ce_0: 0.5074 loss_bbox_0: 0.3064 loss_giou_0: 0.5116 loss_ce_1: 0.3921 loss_bbox_1: 0.2082 loss_giou_1: 0.3671 loss_ce_2: 0.3315 loss_bbox_2: 0.1931 loss_giou_2: 0.3435 loss_ce_3: 0.3026 loss_bbox_3: 0.1806 loss_giou_3: 0.3322 loss_ce_4: 0.3017 loss_bbox_4: 0.1803 loss_giou_4: 0.3276 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:03] d2.utils.events INFO: eta: 16:22:52 iter: 238959 total_loss: 5.05 loss_ce: 0.2368 loss_bbox: 0.1796 loss_giou: 0.2862 loss_ce_0: 0.4755 loss_bbox_0: 0.2976 loss_giou_0: 0.4624 loss_ce_1: 0.3628 loss_bbox_1: 0.2104 loss_giou_1: 0.3242 loss_ce_2: 0.2886 loss_bbox_2: 0.1899 loss_giou_2: 0.3044 loss_ce_3: 0.2513 loss_bbox_3: 0.1838 loss_giou_3: 0.2899 loss_ce_4: 0.2405 loss_bbox_4: 0.1817 loss_giou_4: 0.2865 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:09] d2.utils.events INFO: eta: 16:23:18 iter: 238979 total_loss: 5.763 loss_ce: 0.2938 loss_bbox: 0.185 loss_giou: 0.3343 loss_ce_0: 0.5015 loss_bbox_0: 0.3183 loss_giou_0: 0.5069 loss_ce_1: 0.3961 loss_bbox_1: 0.2271 loss_giou_1: 0.3782 loss_ce_2: 0.3381 loss_bbox_2: 0.1992 loss_giou_2: 0.3476 loss_ce_3: 0.3089 loss_bbox_3: 0.19 loss_giou_3: 0.3448 loss_ce_4: 0.2982 loss_bbox_4: 0.185 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:15] d2.utils.events INFO: eta: 16:23:46 iter: 238999 total_loss: 5.529 loss_ce: 0.2725 loss_bbox: 0.1893 loss_giou: 0.3191 loss_ce_0: 0.4821 loss_bbox_0: 0.3137 loss_giou_0: 0.5106 loss_ce_1: 0.3772 loss_bbox_1: 0.2232 loss_giou_1: 0.3686 loss_ce_2: 0.3168 loss_bbox_2: 0.2077 loss_giou_2: 0.3391 loss_ce_3: 0.2954 loss_bbox_3: 0.188 loss_giou_3: 0.3293 loss_ce_4: 0.2816 loss_bbox_4: 0.1891 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:20] d2.utils.events INFO: eta: 16:23:51 iter: 239019 total_loss: 5.525 loss_ce: 0.2618 loss_bbox: 0.178 loss_giou: 0.3258 loss_ce_0: 0.4646 loss_bbox_0: 0.2956 loss_giou_0: 0.4905 loss_ce_1: 0.3775 loss_bbox_1: 0.2089 loss_giou_1: 0.3627 loss_ce_2: 0.3223 loss_bbox_2: 0.1908 loss_giou_2: 0.3328 loss_ce_3: 0.2673 loss_bbox_3: 0.1836 loss_giou_3: 0.3289 loss_ce_4: 0.2617 loss_bbox_4: 0.1817 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:26] d2.utils.events INFO: eta: 16:23:52 iter: 239039 total_loss: 5.42 loss_ce: 0.2566 loss_bbox: 0.1821 loss_giou: 0.3365 loss_ce_0: 0.4835 loss_bbox_0: 0.3146 loss_giou_0: 0.5223 loss_ce_1: 0.3652 loss_bbox_1: 0.2115 loss_giou_1: 0.3864 loss_ce_2: 0.3081 loss_bbox_2: 0.1949 loss_giou_2: 0.352 loss_ce_3: 0.2707 loss_bbox_3: 0.1903 loss_giou_3: 0.3442 loss_ce_4: 0.2589 loss_bbox_4: 0.1861 loss_giou_4: 0.3408 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:32] d2.utils.events INFO: eta: 16:23:54 iter: 239059 total_loss: 5.441 loss_ce: 0.2604 loss_bbox: 0.1694 loss_giou: 0.333 loss_ce_0: 0.4862 loss_bbox_0: 0.2955 loss_giou_0: 0.5131 loss_ce_1: 0.3671 loss_bbox_1: 0.2009 loss_giou_1: 0.3817 loss_ce_2: 0.2929 loss_bbox_2: 0.1834 loss_giou_2: 0.3528 loss_ce_3: 0.2582 loss_bbox_3: 0.1711 loss_giou_3: 0.341 loss_ce_4: 0.2585 loss_bbox_4: 0.1724 loss_giou_4: 0.3363 time: 0.2800 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:38] d2.utils.events INFO: eta: 16:23:55 iter: 239079 total_loss: 5.708 loss_ce: 0.285 loss_bbox: 0.1796 loss_giou: 0.3531 loss_ce_0: 0.4834 loss_bbox_0: 0.2986 loss_giou_0: 0.5617 loss_ce_1: 0.3744 loss_bbox_1: 0.2083 loss_giou_1: 0.4055 loss_ce_2: 0.3211 loss_bbox_2: 0.1904 loss_giou_2: 0.3711 loss_ce_3: 0.2861 loss_bbox_3: 0.1843 loss_giou_3: 0.3598 loss_ce_4: 0.2781 loss_bbox_4: 0.1799 loss_giou_4: 0.3538 time: 0.2800 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:43] d2.utils.events INFO: eta: 16:24:07 iter: 239099 total_loss: 5.443 loss_ce: 0.2568 loss_bbox: 0.1806 loss_giou: 0.3227 loss_ce_0: 0.4865 loss_bbox_0: 0.3005 loss_giou_0: 0.5024 loss_ce_1: 0.3563 loss_bbox_1: 0.2126 loss_giou_1: 0.3672 loss_ce_2: 0.3056 loss_bbox_2: 0.1919 loss_giou_2: 0.3406 loss_ce_3: 0.2739 loss_bbox_3: 0.1901 loss_giou_3: 0.3376 loss_ce_4: 0.266 loss_bbox_4: 0.1837 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:49] d2.utils.events INFO: eta: 16:23:57 iter: 239119 total_loss: 5.603 loss_ce: 0.2811 loss_bbox: 0.1786 loss_giou: 0.3357 loss_ce_0: 0.4937 loss_bbox_0: 0.3038 loss_giou_0: 0.5122 loss_ce_1: 0.3924 loss_bbox_1: 0.2128 loss_giou_1: 0.3793 loss_ce_2: 0.3251 loss_bbox_2: 0.1915 loss_giou_2: 0.3462 loss_ce_3: 0.287 loss_bbox_3: 0.1842 loss_giou_3: 0.3428 loss_ce_4: 0.2796 loss_bbox_4: 0.1843 loss_giou_4: 0.3372 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 08:42:55] d2.utils.events INFO: eta: 16:23:51 iter: 239139 total_loss: 5.443 loss_ce: 0.2711 loss_bbox: 0.1729 loss_giou: 0.3367 loss_ce_0: 0.4917 loss_bbox_0: 0.297 loss_giou_0: 0.5124 loss_ce_1: 0.3959 loss_bbox_1: 0.2114 loss_giou_1: 0.3775 loss_ce_2: 0.3426 loss_bbox_2: 0.1898 loss_giou_2: 0.3523 loss_ce_3: 0.3012 loss_bbox_3: 0.1789 loss_giou_3: 0.3435 loss_ce_4: 0.276 loss_bbox_4: 0.1749 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:00] d2.utils.events INFO: eta: 16:24:16 iter: 239159 total_loss: 5.625 loss_ce: 0.2804 loss_bbox: 0.195 loss_giou: 0.3195 loss_ce_0: 0.4917 loss_bbox_0: 0.3138 loss_giou_0: 0.496 loss_ce_1: 0.3829 loss_bbox_1: 0.2193 loss_giou_1: 0.3736 loss_ce_2: 0.3287 loss_bbox_2: 0.2051 loss_giou_2: 0.3442 loss_ce_3: 0.2933 loss_bbox_3: 0.199 loss_giou_3: 0.3358 loss_ce_4: 0.2883 loss_bbox_4: 0.1939 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:06] d2.utils.events INFO: eta: 16:24:35 iter: 239179 total_loss: 5.454 loss_ce: 0.2765 loss_bbox: 0.1741 loss_giou: 0.312 loss_ce_0: 0.4703 loss_bbox_0: 0.2983 loss_giou_0: 0.5119 loss_ce_1: 0.3743 loss_bbox_1: 0.2053 loss_giou_1: 0.3646 loss_ce_2: 0.3246 loss_bbox_2: 0.1831 loss_giou_2: 0.3264 loss_ce_3: 0.2858 loss_bbox_3: 0.1777 loss_giou_3: 0.3236 loss_ce_4: 0.2744 loss_bbox_4: 0.1775 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:12] d2.utils.events INFO: eta: 16:25:11 iter: 239199 total_loss: 5.633 loss_ce: 0.2617 loss_bbox: 0.1847 loss_giou: 0.3507 loss_ce_0: 0.4749 loss_bbox_0: 0.3064 loss_giou_0: 0.5458 loss_ce_1: 0.375 loss_bbox_1: 0.2117 loss_giou_1: 0.4077 loss_ce_2: 0.3003 loss_bbox_2: 0.1947 loss_giou_2: 0.3677 loss_ce_3: 0.2716 loss_bbox_3: 0.188 loss_giou_3: 0.3615 loss_ce_4: 0.2608 loss_bbox_4: 0.1862 loss_giou_4: 0.3555 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:17] d2.utils.events INFO: eta: 16:25:05 iter: 239219 total_loss: 5.437 loss_ce: 0.2741 loss_bbox: 0.1657 loss_giou: 0.3246 loss_ce_0: 0.485 loss_bbox_0: 0.3077 loss_giou_0: 0.5137 loss_ce_1: 0.3745 loss_bbox_1: 0.2087 loss_giou_1: 0.3834 loss_ce_2: 0.3226 loss_bbox_2: 0.1885 loss_giou_2: 0.3522 loss_ce_3: 0.284 loss_bbox_3: 0.1728 loss_giou_3: 0.3355 loss_ce_4: 0.275 loss_bbox_4: 0.168 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:23] d2.utils.events INFO: eta: 16:25:05 iter: 239239 total_loss: 5.666 loss_ce: 0.2859 loss_bbox: 0.1821 loss_giou: 0.326 loss_ce_0: 0.4864 loss_bbox_0: 0.2892 loss_giou_0: 0.5195 loss_ce_1: 0.3728 loss_bbox_1: 0.213 loss_giou_1: 0.3672 loss_ce_2: 0.3143 loss_bbox_2: 0.19 loss_giou_2: 0.3407 loss_ce_3: 0.2986 loss_bbox_3: 0.1871 loss_giou_3: 0.3314 loss_ce_4: 0.286 loss_bbox_4: 0.1797 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:29] d2.utils.events INFO: eta: 16:24:54 iter: 239259 total_loss: 5.439 loss_ce: 0.2676 loss_bbox: 0.1697 loss_giou: 0.3246 loss_ce_0: 0.478 loss_bbox_0: 0.3037 loss_giou_0: 0.5068 loss_ce_1: 0.3759 loss_bbox_1: 0.2027 loss_giou_1: 0.3773 loss_ce_2: 0.3199 loss_bbox_2: 0.18 loss_giou_2: 0.3351 loss_ce_3: 0.2845 loss_bbox_3: 0.1722 loss_giou_3: 0.3341 loss_ce_4: 0.2698 loss_bbox_4: 0.1695 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:34] d2.utils.events INFO: eta: 16:24:17 iter: 239279 total_loss: 5.456 loss_ce: 0.2721 loss_bbox: 0.179 loss_giou: 0.3324 loss_ce_0: 0.4963 loss_bbox_0: 0.2895 loss_giou_0: 0.4928 loss_ce_1: 0.3955 loss_bbox_1: 0.1974 loss_giou_1: 0.3728 loss_ce_2: 0.3197 loss_bbox_2: 0.1807 loss_giou_2: 0.3491 loss_ce_3: 0.2847 loss_bbox_3: 0.1778 loss_giou_3: 0.3386 loss_ce_4: 0.278 loss_bbox_4: 0.1779 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:40] d2.utils.events INFO: eta: 16:24:00 iter: 239299 total_loss: 5.673 loss_ce: 0.2539 loss_bbox: 0.1768 loss_giou: 0.3382 loss_ce_0: 0.4925 loss_bbox_0: 0.317 loss_giou_0: 0.5201 loss_ce_1: 0.3845 loss_bbox_1: 0.2177 loss_giou_1: 0.3865 loss_ce_2: 0.3075 loss_bbox_2: 0.1927 loss_giou_2: 0.3597 loss_ce_3: 0.275 loss_bbox_3: 0.18 loss_giou_3: 0.3507 loss_ce_4: 0.2573 loss_bbox_4: 0.1777 loss_giou_4: 0.3418 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:46] d2.utils.events INFO: eta: 16:23:55 iter: 239319 total_loss: 5.348 loss_ce: 0.2589 loss_bbox: 0.1784 loss_giou: 0.2999 loss_ce_0: 0.471 loss_bbox_0: 0.2936 loss_giou_0: 0.4891 loss_ce_1: 0.3687 loss_bbox_1: 0.2085 loss_giou_1: 0.3468 loss_ce_2: 0.3074 loss_bbox_2: 0.1922 loss_giou_2: 0.3139 loss_ce_3: 0.274 loss_bbox_3: 0.1822 loss_giou_3: 0.3056 loss_ce_4: 0.2643 loss_bbox_4: 0.1798 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:51] d2.utils.events INFO: eta: 16:23:50 iter: 239339 total_loss: 5.42 loss_ce: 0.2657 loss_bbox: 0.181 loss_giou: 0.324 loss_ce_0: 0.4914 loss_bbox_0: 0.3106 loss_giou_0: 0.4927 loss_ce_1: 0.3743 loss_bbox_1: 0.2177 loss_giou_1: 0.3688 loss_ce_2: 0.3078 loss_bbox_2: 0.1963 loss_giou_2: 0.3399 loss_ce_3: 0.2877 loss_bbox_3: 0.1889 loss_giou_3: 0.3315 loss_ce_4: 0.2678 loss_bbox_4: 0.1832 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 08:43:57] d2.utils.events INFO: eta: 16:24:13 iter: 239359 total_loss: 5.76 loss_ce: 0.2859 loss_bbox: 0.1816 loss_giou: 0.3271 loss_ce_0: 0.5054 loss_bbox_0: 0.3117 loss_giou_0: 0.5217 loss_ce_1: 0.3901 loss_bbox_1: 0.208 loss_giou_1: 0.3713 loss_ce_2: 0.3257 loss_bbox_2: 0.1965 loss_giou_2: 0.3485 loss_ce_3: 0.3012 loss_bbox_3: 0.1836 loss_giou_3: 0.3352 loss_ce_4: 0.2807 loss_bbox_4: 0.1826 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:03] d2.utils.events INFO: eta: 16:24:20 iter: 239379 total_loss: 5.722 loss_ce: 0.2766 loss_bbox: 0.1701 loss_giou: 0.3475 loss_ce_0: 0.4785 loss_bbox_0: 0.2922 loss_giou_0: 0.5347 loss_ce_1: 0.3677 loss_bbox_1: 0.1975 loss_giou_1: 0.3974 loss_ce_2: 0.3084 loss_bbox_2: 0.1826 loss_giou_2: 0.3676 loss_ce_3: 0.285 loss_bbox_3: 0.1752 loss_giou_3: 0.351 loss_ce_4: 0.2772 loss_bbox_4: 0.1728 loss_giou_4: 0.3525 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:08] d2.utils.events INFO: eta: 16:24:09 iter: 239399 total_loss: 5.413 loss_ce: 0.2707 loss_bbox: 0.1743 loss_giou: 0.3239 loss_ce_0: 0.4881 loss_bbox_0: 0.3105 loss_giou_0: 0.5044 loss_ce_1: 0.3822 loss_bbox_1: 0.2092 loss_giou_1: 0.3757 loss_ce_2: 0.3062 loss_bbox_2: 0.1905 loss_giou_2: 0.339 loss_ce_3: 0.282 loss_bbox_3: 0.1809 loss_giou_3: 0.3296 loss_ce_4: 0.2683 loss_bbox_4: 0.1756 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0193 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:14] d2.utils.events INFO: eta: 16:24:04 iter: 239419 total_loss: 5.683 loss_ce: 0.2652 loss_bbox: 0.191 loss_giou: 0.3274 loss_ce_0: 0.4987 loss_bbox_0: 0.3082 loss_giou_0: 0.5189 loss_ce_1: 0.3928 loss_bbox_1: 0.2161 loss_giou_1: 0.3744 loss_ce_2: 0.3238 loss_bbox_2: 0.1968 loss_giou_2: 0.3424 loss_ce_3: 0.2856 loss_bbox_3: 0.1896 loss_giou_3: 0.3332 loss_ce_4: 0.2724 loss_bbox_4: 0.1887 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:20] d2.utils.events INFO: eta: 16:23:23 iter: 239439 total_loss: 5.585 loss_ce: 0.2729 loss_bbox: 0.1867 loss_giou: 0.3311 loss_ce_0: 0.5003 loss_bbox_0: 0.3328 loss_giou_0: 0.5245 loss_ce_1: 0.3802 loss_bbox_1: 0.2193 loss_giou_1: 0.3797 loss_ce_2: 0.3287 loss_bbox_2: 0.1977 loss_giou_2: 0.3466 loss_ce_3: 0.2975 loss_bbox_3: 0.1893 loss_giou_3: 0.3333 loss_ce_4: 0.2705 loss_bbox_4: 0.1869 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:25] d2.utils.events INFO: eta: 16:23:50 iter: 239459 total_loss: 5.565 loss_ce: 0.2798 loss_bbox: 0.1662 loss_giou: 0.3364 loss_ce_0: 0.4876 loss_bbox_0: 0.2981 loss_giou_0: 0.5211 loss_ce_1: 0.3782 loss_bbox_1: 0.1927 loss_giou_1: 0.3777 loss_ce_2: 0.3159 loss_bbox_2: 0.1817 loss_giou_2: 0.3515 loss_ce_3: 0.2957 loss_bbox_3: 0.1768 loss_giou_3: 0.3438 loss_ce_4: 0.2839 loss_bbox_4: 0.1703 loss_giou_4: 0.3404 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:31] d2.utils.events INFO: eta: 16:23:50 iter: 239479 total_loss: 5.424 loss_ce: 0.2698 loss_bbox: 0.1774 loss_giou: 0.3225 loss_ce_0: 0.4713 loss_bbox_0: 0.31 loss_giou_0: 0.4938 loss_ce_1: 0.3741 loss_bbox_1: 0.2053 loss_giou_1: 0.3639 loss_ce_2: 0.3163 loss_bbox_2: 0.1893 loss_giou_2: 0.3374 loss_ce_3: 0.2844 loss_bbox_3: 0.1836 loss_giou_3: 0.3281 loss_ce_4: 0.2634 loss_bbox_4: 0.1804 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:37] d2.utils.events INFO: eta: 16:23:47 iter: 239499 total_loss: 5.643 loss_ce: 0.2991 loss_bbox: 0.1746 loss_giou: 0.3429 loss_ce_0: 0.4881 loss_bbox_0: 0.3037 loss_giou_0: 0.5614 loss_ce_1: 0.3981 loss_bbox_1: 0.205 loss_giou_1: 0.4064 loss_ce_2: 0.3434 loss_bbox_2: 0.1849 loss_giou_2: 0.3725 loss_ce_3: 0.3064 loss_bbox_3: 0.18 loss_giou_3: 0.3581 loss_ce_4: 0.3026 loss_bbox_4: 0.1743 loss_giou_4: 0.3475 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:42] d2.utils.events INFO: eta: 16:23:48 iter: 239519 total_loss: 5.415 loss_ce: 0.2585 loss_bbox: 0.1811 loss_giou: 0.3351 loss_ce_0: 0.4743 loss_bbox_0: 0.3029 loss_giou_0: 0.5072 loss_ce_1: 0.3674 loss_bbox_1: 0.2087 loss_giou_1: 0.3721 loss_ce_2: 0.3078 loss_bbox_2: 0.1914 loss_giou_2: 0.3499 loss_ce_3: 0.2741 loss_bbox_3: 0.1886 loss_giou_3: 0.3401 loss_ce_4: 0.2568 loss_bbox_4: 0.1837 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:48] d2.utils.events INFO: eta: 16:24:19 iter: 239539 total_loss: 5.765 loss_ce: 0.268 loss_bbox: 0.1851 loss_giou: 0.3394 loss_ce_0: 0.4884 loss_bbox_0: 0.3168 loss_giou_0: 0.5299 loss_ce_1: 0.3673 loss_bbox_1: 0.2183 loss_giou_1: 0.3797 loss_ce_2: 0.3249 loss_bbox_2: 0.1966 loss_giou_2: 0.3507 loss_ce_3: 0.2848 loss_bbox_3: 0.1963 loss_giou_3: 0.3471 loss_ce_4: 0.2665 loss_bbox_4: 0.1897 loss_giou_4: 0.3426 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:54] d2.utils.events INFO: eta: 16:24:03 iter: 239559 total_loss: 5.395 loss_ce: 0.2612 loss_bbox: 0.187 loss_giou: 0.3226 loss_ce_0: 0.4845 loss_bbox_0: 0.2996 loss_giou_0: 0.4938 loss_ce_1: 0.3773 loss_bbox_1: 0.2064 loss_giou_1: 0.3674 loss_ce_2: 0.3018 loss_bbox_2: 0.195 loss_giou_2: 0.3403 loss_ce_3: 0.274 loss_bbox_3: 0.1897 loss_giou_3: 0.329 loss_ce_4: 0.2665 loss_bbox_4: 0.1893 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 08:44:59] d2.utils.events INFO: eta: 16:24:10 iter: 239579 total_loss: 5.285 loss_ce: 0.2669 loss_bbox: 0.1659 loss_giou: 0.3326 loss_ce_0: 0.4786 loss_bbox_0: 0.2892 loss_giou_0: 0.5239 loss_ce_1: 0.3695 loss_bbox_1: 0.2067 loss_giou_1: 0.379 loss_ce_2: 0.3134 loss_bbox_2: 0.1828 loss_giou_2: 0.3521 loss_ce_3: 0.2796 loss_bbox_3: 0.1754 loss_giou_3: 0.3429 loss_ce_4: 0.2626 loss_bbox_4: 0.1714 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:05] d2.utils.events INFO: eta: 16:24:04 iter: 239599 total_loss: 5.456 loss_ce: 0.2552 loss_bbox: 0.1816 loss_giou: 0.3144 loss_ce_0: 0.4727 loss_bbox_0: 0.2974 loss_giou_0: 0.5025 loss_ce_1: 0.3664 loss_bbox_1: 0.2076 loss_giou_1: 0.3564 loss_ce_2: 0.295 loss_bbox_2: 0.1894 loss_giou_2: 0.3314 loss_ce_3: 0.2648 loss_bbox_3: 0.181 loss_giou_3: 0.3175 loss_ce_4: 0.2512 loss_bbox_4: 0.183 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:11] d2.utils.events INFO: eta: 16:24:05 iter: 239619 total_loss: 5.535 loss_ce: 0.2852 loss_bbox: 0.1839 loss_giou: 0.3209 loss_ce_0: 0.5016 loss_bbox_0: 0.3089 loss_giou_0: 0.4976 loss_ce_1: 0.3875 loss_bbox_1: 0.2247 loss_giou_1: 0.3721 loss_ce_2: 0.33 loss_bbox_2: 0.1969 loss_giou_2: 0.3425 loss_ce_3: 0.2967 loss_bbox_3: 0.1903 loss_giou_3: 0.328 loss_ce_4: 0.2779 loss_bbox_4: 0.186 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:16] d2.utils.events INFO: eta: 16:23:53 iter: 239639 total_loss: 5.617 loss_ce: 0.2911 loss_bbox: 0.1842 loss_giou: 0.3176 loss_ce_0: 0.4922 loss_bbox_0: 0.3089 loss_giou_0: 0.4932 loss_ce_1: 0.3939 loss_bbox_1: 0.216 loss_giou_1: 0.3651 loss_ce_2: 0.3315 loss_bbox_2: 0.1935 loss_giou_2: 0.3354 loss_ce_3: 0.3064 loss_bbox_3: 0.1866 loss_giou_3: 0.3309 loss_ce_4: 0.2951 loss_bbox_4: 0.1861 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:22] d2.utils.events INFO: eta: 16:24:04 iter: 239659 total_loss: 5.661 loss_ce: 0.2941 loss_bbox: 0.1763 loss_giou: 0.3396 loss_ce_0: 0.4884 loss_bbox_0: 0.3099 loss_giou_0: 0.527 loss_ce_1: 0.3741 loss_bbox_1: 0.219 loss_giou_1: 0.3919 loss_ce_2: 0.3223 loss_bbox_2: 0.1969 loss_giou_2: 0.3583 loss_ce_3: 0.3023 loss_bbox_3: 0.1865 loss_giou_3: 0.3538 loss_ce_4: 0.2825 loss_bbox_4: 0.1806 loss_giou_4: 0.3459 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:28] d2.utils.events INFO: eta: 16:24:03 iter: 239679 total_loss: 5.845 loss_ce: 0.2857 loss_bbox: 0.1809 loss_giou: 0.357 loss_ce_0: 0.4908 loss_bbox_0: 0.299 loss_giou_0: 0.5275 loss_ce_1: 0.3891 loss_bbox_1: 0.2134 loss_giou_1: 0.3975 loss_ce_2: 0.3361 loss_bbox_2: 0.1915 loss_giou_2: 0.3756 loss_ce_3: 0.302 loss_bbox_3: 0.1851 loss_giou_3: 0.3617 loss_ce_4: 0.2888 loss_bbox_4: 0.1823 loss_giou_4: 0.3564 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:33] d2.utils.events INFO: eta: 16:24:03 iter: 239699 total_loss: 5.599 loss_ce: 0.2819 loss_bbox: 0.171 loss_giou: 0.3338 loss_ce_0: 0.492 loss_bbox_0: 0.2946 loss_giou_0: 0.521 loss_ce_1: 0.389 loss_bbox_1: 0.1996 loss_giou_1: 0.3744 loss_ce_2: 0.319 loss_bbox_2: 0.1767 loss_giou_2: 0.352 loss_ce_3: 0.2947 loss_bbox_3: 0.1696 loss_giou_3: 0.3472 loss_ce_4: 0.2777 loss_bbox_4: 0.1717 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:39] d2.utils.events INFO: eta: 16:23:51 iter: 239719 total_loss: 5.822 loss_ce: 0.3047 loss_bbox: 0.1768 loss_giou: 0.3579 loss_ce_0: 0.4942 loss_bbox_0: 0.3156 loss_giou_0: 0.533 loss_ce_1: 0.3907 loss_bbox_1: 0.2227 loss_giou_1: 0.4041 loss_ce_2: 0.33 loss_bbox_2: 0.1953 loss_giou_2: 0.3662 loss_ce_3: 0.3176 loss_bbox_3: 0.1883 loss_giou_3: 0.3606 loss_ce_4: 0.3071 loss_bbox_4: 0.1799 loss_giou_4: 0.3622 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:45] d2.utils.events INFO: eta: 16:23:43 iter: 239739 total_loss: 5.616 loss_ce: 0.2824 loss_bbox: 0.1947 loss_giou: 0.3252 loss_ce_0: 0.4918 loss_bbox_0: 0.3121 loss_giou_0: 0.4871 loss_ce_1: 0.3864 loss_bbox_1: 0.2213 loss_giou_1: 0.3612 loss_ce_2: 0.3305 loss_bbox_2: 0.2052 loss_giou_2: 0.3387 loss_ce_3: 0.3103 loss_bbox_3: 0.1991 loss_giou_3: 0.3308 loss_ce_4: 0.2914 loss_bbox_4: 0.1975 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:50] d2.utils.events INFO: eta: 16:23:43 iter: 239759 total_loss: 5.379 loss_ce: 0.2357 loss_bbox: 0.172 loss_giou: 0.3428 loss_ce_0: 0.4847 loss_bbox_0: 0.2887 loss_giou_0: 0.5294 loss_ce_1: 0.3617 loss_bbox_1: 0.1998 loss_giou_1: 0.3848 loss_ce_2: 0.2937 loss_bbox_2: 0.1879 loss_giou_2: 0.3572 loss_ce_3: 0.2548 loss_bbox_3: 0.1842 loss_giou_3: 0.3492 loss_ce_4: 0.242 loss_bbox_4: 0.1749 loss_giou_4: 0.3454 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 08:45:56] d2.utils.events INFO: eta: 16:23:44 iter: 239779 total_loss: 5.622 loss_ce: 0.2735 loss_bbox: 0.174 loss_giou: 0.3272 loss_ce_0: 0.5073 loss_bbox_0: 0.3006 loss_giou_0: 0.5227 loss_ce_1: 0.3819 loss_bbox_1: 0.2047 loss_giou_1: 0.3762 loss_ce_2: 0.3179 loss_bbox_2: 0.1887 loss_giou_2: 0.3413 loss_ce_3: 0.289 loss_bbox_3: 0.1815 loss_giou_3: 0.334 loss_ce_4: 0.2721 loss_bbox_4: 0.1758 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:02] d2.utils.events INFO: eta: 16:23:54 iter: 239799 total_loss: 5.667 loss_ce: 0.2822 loss_bbox: 0.1925 loss_giou: 0.3295 loss_ce_0: 0.4863 loss_bbox_0: 0.3113 loss_giou_0: 0.5283 loss_ce_1: 0.3908 loss_bbox_1: 0.2203 loss_giou_1: 0.3856 loss_ce_2: 0.3341 loss_bbox_2: 0.2043 loss_giou_2: 0.3519 loss_ce_3: 0.3016 loss_bbox_3: 0.1957 loss_giou_3: 0.3313 loss_ce_4: 0.2837 loss_bbox_4: 0.1917 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:07] d2.utils.events INFO: eta: 16:23:57 iter: 239819 total_loss: 5.37 loss_ce: 0.2574 loss_bbox: 0.1689 loss_giou: 0.324 loss_ce_0: 0.4802 loss_bbox_0: 0.3104 loss_giou_0: 0.5119 loss_ce_1: 0.3566 loss_bbox_1: 0.2103 loss_giou_1: 0.3729 loss_ce_2: 0.2999 loss_bbox_2: 0.1896 loss_giou_2: 0.3416 loss_ce_3: 0.2741 loss_bbox_3: 0.1805 loss_giou_3: 0.336 loss_ce_4: 0.2624 loss_bbox_4: 0.174 loss_giou_4: 0.3288 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:13] d2.utils.events INFO: eta: 16:24:24 iter: 239839 total_loss: 5.527 loss_ce: 0.2624 loss_bbox: 0.1782 loss_giou: 0.3333 loss_ce_0: 0.4856 loss_bbox_0: 0.2961 loss_giou_0: 0.5137 loss_ce_1: 0.3813 loss_bbox_1: 0.2101 loss_giou_1: 0.3822 loss_ce_2: 0.3084 loss_bbox_2: 0.1874 loss_giou_2: 0.3501 loss_ce_3: 0.269 loss_bbox_3: 0.181 loss_giou_3: 0.3423 loss_ce_4: 0.2558 loss_bbox_4: 0.1799 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:19] d2.utils.events INFO: eta: 16:24:41 iter: 239859 total_loss: 5.631 loss_ce: 0.2915 loss_bbox: 0.1714 loss_giou: 0.3306 loss_ce_0: 0.5031 loss_bbox_0: 0.3153 loss_giou_0: 0.5037 loss_ce_1: 0.3935 loss_bbox_1: 0.2172 loss_giou_1: 0.3779 loss_ce_2: 0.337 loss_bbox_2: 0.1987 loss_giou_2: 0.3477 loss_ce_3: 0.3011 loss_bbox_3: 0.1801 loss_giou_3: 0.3399 loss_ce_4: 0.292 loss_bbox_4: 0.1791 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:24] d2.utils.events INFO: eta: 16:24:32 iter: 239879 total_loss: 5.631 loss_ce: 0.2861 loss_bbox: 0.1799 loss_giou: 0.3304 loss_ce_0: 0.4859 loss_bbox_0: 0.3083 loss_giou_0: 0.5047 loss_ce_1: 0.3739 loss_bbox_1: 0.2128 loss_giou_1: 0.366 loss_ce_2: 0.3341 loss_bbox_2: 0.1973 loss_giou_2: 0.3448 loss_ce_3: 0.3038 loss_bbox_3: 0.1909 loss_giou_3: 0.3382 loss_ce_4: 0.2833 loss_bbox_4: 0.1837 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:30] d2.utils.events INFO: eta: 16:24:13 iter: 239899 total_loss: 5.539 loss_ce: 0.2858 loss_bbox: 0.1805 loss_giou: 0.3284 loss_ce_0: 0.4875 loss_bbox_0: 0.308 loss_giou_0: 0.4881 loss_ce_1: 0.3739 loss_bbox_1: 0.2115 loss_giou_1: 0.3684 loss_ce_2: 0.3295 loss_bbox_2: 0.1903 loss_giou_2: 0.3465 loss_ce_3: 0.2982 loss_bbox_3: 0.1825 loss_giou_3: 0.3328 loss_ce_4: 0.288 loss_bbox_4: 0.1819 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:36] d2.utils.events INFO: eta: 16:24:19 iter: 239919 total_loss: 5.795 loss_ce: 0.2899 loss_bbox: 0.1846 loss_giou: 0.3311 loss_ce_0: 0.4978 loss_bbox_0: 0.3153 loss_giou_0: 0.5388 loss_ce_1: 0.3879 loss_bbox_1: 0.2138 loss_giou_1: 0.3929 loss_ce_2: 0.3228 loss_bbox_2: 0.1906 loss_giou_2: 0.3542 loss_ce_3: 0.3034 loss_bbox_3: 0.1839 loss_giou_3: 0.3441 loss_ce_4: 0.2935 loss_bbox_4: 0.1865 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:41] d2.utils.events INFO: eta: 16:24:30 iter: 239939 total_loss: 5.535 loss_ce: 0.2774 loss_bbox: 0.1688 loss_giou: 0.3321 loss_ce_0: 0.4931 loss_bbox_0: 0.3067 loss_giou_0: 0.5298 loss_ce_1: 0.3793 loss_bbox_1: 0.2067 loss_giou_1: 0.3937 loss_ce_2: 0.3223 loss_bbox_2: 0.1911 loss_giou_2: 0.3585 loss_ce_3: 0.2875 loss_bbox_3: 0.1775 loss_giou_3: 0.3384 loss_ce_4: 0.2748 loss_bbox_4: 0.171 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:47] d2.utils.events INFO: eta: 16:24:36 iter: 239959 total_loss: 5.525 loss_ce: 0.2585 loss_bbox: 0.1676 loss_giou: 0.3379 loss_ce_0: 0.4889 loss_bbox_0: 0.2937 loss_giou_0: 0.52 loss_ce_1: 0.3722 loss_bbox_1: 0.1959 loss_giou_1: 0.4044 loss_ce_2: 0.3109 loss_bbox_2: 0.1792 loss_giou_2: 0.3572 loss_ce_3: 0.2728 loss_bbox_3: 0.1754 loss_giou_3: 0.3458 loss_ce_4: 0.2618 loss_bbox_4: 0.1718 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:53] d2.utils.events INFO: eta: 16:24:03 iter: 239979 total_loss: 5.597 loss_ce: 0.2873 loss_bbox: 0.18 loss_giou: 0.3122 loss_ce_0: 0.4929 loss_bbox_0: 0.3135 loss_giou_0: 0.49 loss_ce_1: 0.3758 loss_bbox_1: 0.2143 loss_giou_1: 0.3652 loss_ce_2: 0.3268 loss_bbox_2: 0.196 loss_giou_2: 0.3327 loss_ce_3: 0.2961 loss_bbox_3: 0.1839 loss_giou_3: 0.3201 loss_ce_4: 0.2882 loss_bbox_4: 0.1861 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 08:46:58] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0239999.pth [11/03 08:47:00] d2.utils.events INFO: eta: 16:23:45 iter: 239999 total_loss: 5.609 loss_ce: 0.2792 loss_bbox: 0.1748 loss_giou: 0.3272 loss_ce_0: 0.4901 loss_bbox_0: 0.3047 loss_giou_0: 0.5221 loss_ce_1: 0.3763 loss_bbox_1: 0.21 loss_giou_1: 0.391 loss_ce_2: 0.3213 loss_bbox_2: 0.1913 loss_giou_2: 0.3534 loss_ce_3: 0.2911 loss_bbox_3: 0.1843 loss_giou_3: 0.3395 loss_ce_4: 0.2781 loss_bbox_4: 0.1827 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:06] d2.utils.events INFO: eta: 16:23:43 iter: 240019 total_loss: 5.524 loss_ce: 0.2779 loss_bbox: 0.1836 loss_giou: 0.334 loss_ce_0: 0.4869 loss_bbox_0: 0.3001 loss_giou_0: 0.4962 loss_ce_1: 0.3805 loss_bbox_1: 0.2194 loss_giou_1: 0.3818 loss_ce_2: 0.3256 loss_bbox_2: 0.1994 loss_giou_2: 0.3488 loss_ce_3: 0.2851 loss_bbox_3: 0.1891 loss_giou_3: 0.3423 loss_ce_4: 0.276 loss_bbox_4: 0.1884 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:11] d2.utils.events INFO: eta: 16:23:47 iter: 240039 total_loss: 5.668 loss_ce: 0.2766 loss_bbox: 0.1809 loss_giou: 0.3681 loss_ce_0: 0.4988 loss_bbox_0: 0.3022 loss_giou_0: 0.5189 loss_ce_1: 0.3959 loss_bbox_1: 0.2092 loss_giou_1: 0.4039 loss_ce_2: 0.3315 loss_bbox_2: 0.1896 loss_giou_2: 0.3848 loss_ce_3: 0.2985 loss_bbox_3: 0.1815 loss_giou_3: 0.3776 loss_ce_4: 0.2799 loss_bbox_4: 0.1813 loss_giou_4: 0.3633 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:17] d2.utils.events INFO: eta: 16:23:28 iter: 240059 total_loss: 5.342 loss_ce: 0.2634 loss_bbox: 0.1772 loss_giou: 0.3368 loss_ce_0: 0.4673 loss_bbox_0: 0.2993 loss_giou_0: 0.5081 loss_ce_1: 0.3639 loss_bbox_1: 0.2068 loss_giou_1: 0.3773 loss_ce_2: 0.3105 loss_bbox_2: 0.1874 loss_giou_2: 0.3523 loss_ce_3: 0.2782 loss_bbox_3: 0.1862 loss_giou_3: 0.3438 loss_ce_4: 0.2637 loss_bbox_4: 0.1835 loss_giou_4: 0.3397 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:23] d2.utils.events INFO: eta: 16:22:30 iter: 240079 total_loss: 5.671 loss_ce: 0.2894 loss_bbox: 0.2001 loss_giou: 0.3361 loss_ce_0: 0.4936 loss_bbox_0: 0.3202 loss_giou_0: 0.4947 loss_ce_1: 0.3857 loss_bbox_1: 0.2316 loss_giou_1: 0.3736 loss_ce_2: 0.3362 loss_bbox_2: 0.2179 loss_giou_2: 0.3458 loss_ce_3: 0.3005 loss_bbox_3: 0.2084 loss_giou_3: 0.3429 loss_ce_4: 0.295 loss_bbox_4: 0.2129 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:28] d2.utils.events INFO: eta: 16:22:12 iter: 240099 total_loss: 5.785 loss_ce: 0.2896 loss_bbox: 0.1704 loss_giou: 0.3564 loss_ce_0: 0.5129 loss_bbox_0: 0.312 loss_giou_0: 0.536 loss_ce_1: 0.4088 loss_bbox_1: 0.2143 loss_giou_1: 0.3991 loss_ce_2: 0.3363 loss_bbox_2: 0.1924 loss_giou_2: 0.3735 loss_ce_3: 0.3025 loss_bbox_3: 0.183 loss_giou_3: 0.3641 loss_ce_4: 0.2885 loss_bbox_4: 0.1749 loss_giou_4: 0.3607 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:34] d2.utils.events INFO: eta: 16:22:32 iter: 240119 total_loss: 5.651 loss_ce: 0.2743 loss_bbox: 0.1854 loss_giou: 0.3442 loss_ce_0: 0.4911 loss_bbox_0: 0.3137 loss_giou_0: 0.5241 loss_ce_1: 0.3786 loss_bbox_1: 0.2173 loss_giou_1: 0.3921 loss_ce_2: 0.3174 loss_bbox_2: 0.1972 loss_giou_2: 0.3579 loss_ce_3: 0.2901 loss_bbox_3: 0.189 loss_giou_3: 0.351 loss_ce_4: 0.2776 loss_bbox_4: 0.1855 loss_giou_4: 0.346 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:40] d2.utils.events INFO: eta: 16:22:26 iter: 240139 total_loss: 5.491 loss_ce: 0.2914 loss_bbox: 0.1725 loss_giou: 0.3272 loss_ce_0: 0.4892 loss_bbox_0: 0.2918 loss_giou_0: 0.5206 loss_ce_1: 0.3807 loss_bbox_1: 0.2042 loss_giou_1: 0.3952 loss_ce_2: 0.3282 loss_bbox_2: 0.1858 loss_giou_2: 0.3514 loss_ce_3: 0.3016 loss_bbox_3: 0.1799 loss_giou_3: 0.3381 loss_ce_4: 0.292 loss_bbox_4: 0.175 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:45] d2.utils.events INFO: eta: 16:21:48 iter: 240159 total_loss: 5.207 loss_ce: 0.242 loss_bbox: 0.1671 loss_giou: 0.3196 loss_ce_0: 0.4715 loss_bbox_0: 0.2982 loss_giou_0: 0.4825 loss_ce_1: 0.3848 loss_bbox_1: 0.198 loss_giou_1: 0.362 loss_ce_2: 0.2998 loss_bbox_2: 0.1809 loss_giou_2: 0.3374 loss_ce_3: 0.2596 loss_bbox_3: 0.1719 loss_giou_3: 0.3287 loss_ce_4: 0.2414 loss_bbox_4: 0.1689 loss_giou_4: 0.3242 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:51] d2.utils.events INFO: eta: 16:21:46 iter: 240179 total_loss: 5.511 loss_ce: 0.2719 loss_bbox: 0.1742 loss_giou: 0.3312 loss_ce_0: 0.485 loss_bbox_0: 0.2964 loss_giou_0: 0.5 loss_ce_1: 0.3784 loss_bbox_1: 0.2046 loss_giou_1: 0.3655 loss_ce_2: 0.3083 loss_bbox_2: 0.1891 loss_giou_2: 0.3428 loss_ce_3: 0.2753 loss_bbox_3: 0.1827 loss_giou_3: 0.3376 loss_ce_4: 0.2713 loss_bbox_4: 0.1784 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 08:47:57] d2.utils.events INFO: eta: 16:21:30 iter: 240199 total_loss: 5.585 loss_ce: 0.2774 loss_bbox: 0.1714 loss_giou: 0.3414 loss_ce_0: 0.4966 loss_bbox_0: 0.3049 loss_giou_0: 0.5229 loss_ce_1: 0.3793 loss_bbox_1: 0.2099 loss_giou_1: 0.3835 loss_ce_2: 0.3233 loss_bbox_2: 0.1883 loss_giou_2: 0.3526 loss_ce_3: 0.2889 loss_bbox_3: 0.1768 loss_giou_3: 0.3429 loss_ce_4: 0.2769 loss_bbox_4: 0.1786 loss_giou_4: 0.3429 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:02] d2.utils.events INFO: eta: 16:21:26 iter: 240219 total_loss: 5.483 loss_ce: 0.2738 loss_bbox: 0.1738 loss_giou: 0.3348 loss_ce_0: 0.4912 loss_bbox_0: 0.3027 loss_giou_0: 0.5164 loss_ce_1: 0.3804 loss_bbox_1: 0.2058 loss_giou_1: 0.3749 loss_ce_2: 0.3321 loss_bbox_2: 0.1833 loss_giou_2: 0.3455 loss_ce_3: 0.2921 loss_bbox_3: 0.1779 loss_giou_3: 0.3326 loss_ce_4: 0.2762 loss_bbox_4: 0.1769 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:08] d2.utils.events INFO: eta: 16:21:06 iter: 240239 total_loss: 5.543 loss_ce: 0.268 loss_bbox: 0.1757 loss_giou: 0.3314 loss_ce_0: 0.4896 loss_bbox_0: 0.2947 loss_giou_0: 0.5116 loss_ce_1: 0.382 loss_bbox_1: 0.204 loss_giou_1: 0.381 loss_ce_2: 0.313 loss_bbox_2: 0.1887 loss_giou_2: 0.3514 loss_ce_3: 0.2888 loss_bbox_3: 0.1801 loss_giou_3: 0.348 loss_ce_4: 0.2717 loss_bbox_4: 0.1798 loss_giou_4: 0.343 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:14] d2.utils.events INFO: eta: 16:21:03 iter: 240259 total_loss: 5.725 loss_ce: 0.2873 loss_bbox: 0.184 loss_giou: 0.3571 loss_ce_0: 0.4872 loss_bbox_0: 0.3102 loss_giou_0: 0.5342 loss_ce_1: 0.3804 loss_bbox_1: 0.2118 loss_giou_1: 0.4074 loss_ce_2: 0.3233 loss_bbox_2: 0.1922 loss_giou_2: 0.3686 loss_ce_3: 0.2951 loss_bbox_3: 0.1869 loss_giou_3: 0.3597 loss_ce_4: 0.2835 loss_bbox_4: 0.1847 loss_giou_4: 0.354 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:19] d2.utils.events INFO: eta: 16:20:50 iter: 240279 total_loss: 5.713 loss_ce: 0.2757 loss_bbox: 0.1963 loss_giou: 0.3496 loss_ce_0: 0.4937 loss_bbox_0: 0.3171 loss_giou_0: 0.5052 loss_ce_1: 0.3904 loss_bbox_1: 0.235 loss_giou_1: 0.3981 loss_ce_2: 0.3151 loss_bbox_2: 0.2145 loss_giou_2: 0.3723 loss_ce_3: 0.2862 loss_bbox_3: 0.2037 loss_giou_3: 0.3636 loss_ce_4: 0.2817 loss_bbox_4: 0.1955 loss_giou_4: 0.3554 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:25] d2.utils.events INFO: eta: 16:20:40 iter: 240299 total_loss: 5.406 loss_ce: 0.2654 loss_bbox: 0.1756 loss_giou: 0.334 loss_ce_0: 0.4695 loss_bbox_0: 0.2956 loss_giou_0: 0.5134 loss_ce_1: 0.381 loss_bbox_1: 0.2 loss_giou_1: 0.38 loss_ce_2: 0.3188 loss_bbox_2: 0.1855 loss_giou_2: 0.3545 loss_ce_3: 0.2781 loss_bbox_3: 0.178 loss_giou_3: 0.3426 loss_ce_4: 0.2766 loss_bbox_4: 0.1738 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:31] d2.utils.events INFO: eta: 16:20:46 iter: 240319 total_loss: 5.496 loss_ce: 0.2678 loss_bbox: 0.1783 loss_giou: 0.321 loss_ce_0: 0.4991 loss_bbox_0: 0.3 loss_giou_0: 0.5172 loss_ce_1: 0.3892 loss_bbox_1: 0.2042 loss_giou_1: 0.374 loss_ce_2: 0.322 loss_bbox_2: 0.1894 loss_giou_2: 0.3421 loss_ce_3: 0.2964 loss_bbox_3: 0.1822 loss_giou_3: 0.3295 loss_ce_4: 0.2764 loss_bbox_4: 0.1798 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0351 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:36] d2.utils.events INFO: eta: 16:20:43 iter: 240339 total_loss: 5.572 loss_ce: 0.2948 loss_bbox: 0.1689 loss_giou: 0.3311 loss_ce_0: 0.4981 loss_bbox_0: 0.291 loss_giou_0: 0.4945 loss_ce_1: 0.3944 loss_bbox_1: 0.2007 loss_giou_1: 0.3724 loss_ce_2: 0.3297 loss_bbox_2: 0.1825 loss_giou_2: 0.3489 loss_ce_3: 0.3011 loss_bbox_3: 0.1759 loss_giou_3: 0.3389 loss_ce_4: 0.3013 loss_bbox_4: 0.1721 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:42] d2.utils.events INFO: eta: 16:20:32 iter: 240359 total_loss: 5.714 loss_ce: 0.2849 loss_bbox: 0.1941 loss_giou: 0.3308 loss_ce_0: 0.4801 loss_bbox_0: 0.3082 loss_giou_0: 0.5156 loss_ce_1: 0.378 loss_bbox_1: 0.2228 loss_giou_1: 0.3889 loss_ce_2: 0.3323 loss_bbox_2: 0.2098 loss_giou_2: 0.3569 loss_ce_3: 0.2991 loss_bbox_3: 0.1888 loss_giou_3: 0.3471 loss_ce_4: 0.2848 loss_bbox_4: 0.1965 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:47] d2.utils.events INFO: eta: 16:20:11 iter: 240379 total_loss: 5.618 loss_ce: 0.2933 loss_bbox: 0.1724 loss_giou: 0.3329 loss_ce_0: 0.5094 loss_bbox_0: 0.2991 loss_giou_0: 0.5247 loss_ce_1: 0.403 loss_bbox_1: 0.2014 loss_giou_1: 0.3855 loss_ce_2: 0.3367 loss_bbox_2: 0.1809 loss_giou_2: 0.3573 loss_ce_3: 0.3 loss_bbox_3: 0.1764 loss_giou_3: 0.3424 loss_ce_4: 0.2974 loss_bbox_4: 0.1725 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:53] d2.utils.events INFO: eta: 16:19:45 iter: 240399 total_loss: 5.745 loss_ce: 0.2973 loss_bbox: 0.184 loss_giou: 0.3405 loss_ce_0: 0.5056 loss_bbox_0: 0.3003 loss_giou_0: 0.5357 loss_ce_1: 0.3903 loss_bbox_1: 0.209 loss_giou_1: 0.3908 loss_ce_2: 0.3348 loss_bbox_2: 0.1902 loss_giou_2: 0.3632 loss_ce_3: 0.307 loss_bbox_3: 0.1905 loss_giou_3: 0.3523 loss_ce_4: 0.3045 loss_bbox_4: 0.1806 loss_giou_4: 0.3464 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 08:48:59] d2.utils.events INFO: eta: 16:19:30 iter: 240419 total_loss: 5.365 loss_ce: 0.2702 loss_bbox: 0.1901 loss_giou: 0.3266 loss_ce_0: 0.5089 loss_bbox_0: 0.2942 loss_giou_0: 0.479 loss_ce_1: 0.3835 loss_bbox_1: 0.2177 loss_giou_1: 0.3646 loss_ce_2: 0.3177 loss_bbox_2: 0.2031 loss_giou_2: 0.3438 loss_ce_3: 0.2783 loss_bbox_3: 0.1985 loss_giou_3: 0.3354 loss_ce_4: 0.2698 loss_bbox_4: 0.1904 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:04] d2.utils.events INFO: eta: 16:19:44 iter: 240439 total_loss: 5.717 loss_ce: 0.2868 loss_bbox: 0.1911 loss_giou: 0.3462 loss_ce_0: 0.4949 loss_bbox_0: 0.3246 loss_giou_0: 0.5351 loss_ce_1: 0.3894 loss_bbox_1: 0.2345 loss_giou_1: 0.4147 loss_ce_2: 0.3182 loss_bbox_2: 0.2024 loss_giou_2: 0.3763 loss_ce_3: 0.3054 loss_bbox_3: 0.193 loss_giou_3: 0.3595 loss_ce_4: 0.2844 loss_bbox_4: 0.189 loss_giou_4: 0.352 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:10] d2.utils.events INFO: eta: 16:19:13 iter: 240459 total_loss: 5.559 loss_ce: 0.2723 loss_bbox: 0.1788 loss_giou: 0.3249 loss_ce_0: 0.4974 loss_bbox_0: 0.2974 loss_giou_0: 0.4872 loss_ce_1: 0.3961 loss_bbox_1: 0.2096 loss_giou_1: 0.368 loss_ce_2: 0.338 loss_bbox_2: 0.1936 loss_giou_2: 0.3407 loss_ce_3: 0.3 loss_bbox_3: 0.1865 loss_giou_3: 0.3345 loss_ce_4: 0.2776 loss_bbox_4: 0.1809 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:16] d2.utils.events INFO: eta: 16:19:13 iter: 240479 total_loss: 5.588 loss_ce: 0.2802 loss_bbox: 0.1884 loss_giou: 0.3433 loss_ce_0: 0.4701 loss_bbox_0: 0.3148 loss_giou_0: 0.513 loss_ce_1: 0.3679 loss_bbox_1: 0.22 loss_giou_1: 0.3816 loss_ce_2: 0.3235 loss_bbox_2: 0.1994 loss_giou_2: 0.3576 loss_ce_3: 0.2925 loss_bbox_3: 0.1964 loss_giou_3: 0.3497 loss_ce_4: 0.2824 loss_bbox_4: 0.1891 loss_giou_4: 0.347 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:21] d2.utils.events INFO: eta: 16:18:54 iter: 240499 total_loss: 5.844 loss_ce: 0.3041 loss_bbox: 0.1763 loss_giou: 0.331 loss_ce_0: 0.5015 loss_bbox_0: 0.3187 loss_giou_0: 0.5228 loss_ce_1: 0.3961 loss_bbox_1: 0.2224 loss_giou_1: 0.3895 loss_ce_2: 0.3473 loss_bbox_2: 0.1945 loss_giou_2: 0.3543 loss_ce_3: 0.3144 loss_bbox_3: 0.187 loss_giou_3: 0.3422 loss_ce_4: 0.3029 loss_bbox_4: 0.183 loss_giou_4: 0.3369 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:27] d2.utils.events INFO: eta: 16:18:47 iter: 240519 total_loss: 5.636 loss_ce: 0.2772 loss_bbox: 0.1764 loss_giou: 0.3439 loss_ce_0: 0.4699 loss_bbox_0: 0.3022 loss_giou_0: 0.5233 loss_ce_1: 0.372 loss_bbox_1: 0.2044 loss_giou_1: 0.3969 loss_ce_2: 0.3128 loss_bbox_2: 0.1892 loss_giou_2: 0.3634 loss_ce_3: 0.2818 loss_bbox_3: 0.1844 loss_giou_3: 0.3536 loss_ce_4: 0.2755 loss_bbox_4: 0.1809 loss_giou_4: 0.3468 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:33] d2.utils.events INFO: eta: 16:18:21 iter: 240539 total_loss: 5.484 loss_ce: 0.2914 loss_bbox: 0.1903 loss_giou: 0.3154 loss_ce_0: 0.4928 loss_bbox_0: 0.3088 loss_giou_0: 0.4856 loss_ce_1: 0.387 loss_bbox_1: 0.2293 loss_giou_1: 0.3719 loss_ce_2: 0.3306 loss_bbox_2: 0.2056 loss_giou_2: 0.3364 loss_ce_3: 0.3021 loss_bbox_3: 0.1976 loss_giou_3: 0.3252 loss_ce_4: 0.2893 loss_bbox_4: 0.1928 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:38] d2.utils.events INFO: eta: 16:18:15 iter: 240559 total_loss: 5.263 loss_ce: 0.2751 loss_bbox: 0.178 loss_giou: 0.306 loss_ce_0: 0.4859 loss_bbox_0: 0.2973 loss_giou_0: 0.4741 loss_ce_1: 0.3858 loss_bbox_1: 0.2106 loss_giou_1: 0.3567 loss_ce_2: 0.3159 loss_bbox_2: 0.1888 loss_giou_2: 0.3304 loss_ce_3: 0.2874 loss_bbox_3: 0.1868 loss_giou_3: 0.3162 loss_ce_4: 0.2816 loss_bbox_4: 0.1825 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:44] d2.utils.events INFO: eta: 16:18:25 iter: 240579 total_loss: 5.744 loss_ce: 0.2917 loss_bbox: 0.1928 loss_giou: 0.3118 loss_ce_0: 0.4909 loss_bbox_0: 0.3164 loss_giou_0: 0.4853 loss_ce_1: 0.385 loss_bbox_1: 0.2259 loss_giou_1: 0.3664 loss_ce_2: 0.3307 loss_bbox_2: 0.1993 loss_giou_2: 0.3316 loss_ce_3: 0.3093 loss_bbox_3: 0.1921 loss_giou_3: 0.3184 loss_ce_4: 0.2954 loss_bbox_4: 0.1904 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:50] d2.utils.events INFO: eta: 16:18:17 iter: 240599 total_loss: 5.412 loss_ce: 0.2788 loss_bbox: 0.1838 loss_giou: 0.3215 loss_ce_0: 0.4873 loss_bbox_0: 0.2905 loss_giou_0: 0.5011 loss_ce_1: 0.3864 loss_bbox_1: 0.2063 loss_giou_1: 0.3734 loss_ce_2: 0.3172 loss_bbox_2: 0.1908 loss_giou_2: 0.3378 loss_ce_3: 0.2934 loss_bbox_3: 0.1878 loss_giou_3: 0.3269 loss_ce_4: 0.2794 loss_bbox_4: 0.1888 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 08:49:55] d2.utils.events INFO: eta: 16:17:56 iter: 240619 total_loss: 5.518 loss_ce: 0.2903 loss_bbox: 0.1828 loss_giou: 0.3166 loss_ce_0: 0.4902 loss_bbox_0: 0.3075 loss_giou_0: 0.4851 loss_ce_1: 0.3843 loss_bbox_1: 0.2145 loss_giou_1: 0.3726 loss_ce_2: 0.3209 loss_bbox_2: 0.1972 loss_giou_2: 0.3411 loss_ce_3: 0.2836 loss_bbox_3: 0.1883 loss_giou_3: 0.3348 loss_ce_4: 0.2906 loss_bbox_4: 0.1808 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:01] d2.utils.events INFO: eta: 16:18:08 iter: 240639 total_loss: 5.509 loss_ce: 0.2767 loss_bbox: 0.1771 loss_giou: 0.3069 loss_ce_0: 0.4987 loss_bbox_0: 0.2894 loss_giou_0: 0.4909 loss_ce_1: 0.39 loss_bbox_1: 0.2064 loss_giou_1: 0.3636 loss_ce_2: 0.3077 loss_bbox_2: 0.1971 loss_giou_2: 0.3315 loss_ce_3: 0.2848 loss_bbox_3: 0.182 loss_giou_3: 0.3154 loss_ce_4: 0.2711 loss_bbox_4: 0.1781 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:06] d2.utils.events INFO: eta: 16:17:50 iter: 240659 total_loss: 5.726 loss_ce: 0.2848 loss_bbox: 0.1721 loss_giou: 0.3419 loss_ce_0: 0.5128 loss_bbox_0: 0.3093 loss_giou_0: 0.5316 loss_ce_1: 0.3971 loss_bbox_1: 0.2069 loss_giou_1: 0.3916 loss_ce_2: 0.3299 loss_bbox_2: 0.184 loss_giou_2: 0.3672 loss_ce_3: 0.2969 loss_bbox_3: 0.1758 loss_giou_3: 0.3543 loss_ce_4: 0.2866 loss_bbox_4: 0.1763 loss_giou_4: 0.345 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:12] d2.utils.events INFO: eta: 16:17:49 iter: 240679 total_loss: 5.764 loss_ce: 0.2912 loss_bbox: 0.1769 loss_giou: 0.3488 loss_ce_0: 0.5128 loss_bbox_0: 0.3136 loss_giou_0: 0.5321 loss_ce_1: 0.3908 loss_bbox_1: 0.2195 loss_giou_1: 0.3987 loss_ce_2: 0.3328 loss_bbox_2: 0.2084 loss_giou_2: 0.3604 loss_ce_3: 0.3075 loss_bbox_3: 0.1866 loss_giou_3: 0.3483 loss_ce_4: 0.2892 loss_bbox_4: 0.1818 loss_giou_4: 0.3455 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:18] d2.utils.events INFO: eta: 16:17:53 iter: 240699 total_loss: 5.578 loss_ce: 0.2765 loss_bbox: 0.1727 loss_giou: 0.345 loss_ce_0: 0.4802 loss_bbox_0: 0.3053 loss_giou_0: 0.531 loss_ce_1: 0.3766 loss_bbox_1: 0.2101 loss_giou_1: 0.3888 loss_ce_2: 0.3064 loss_bbox_2: 0.1917 loss_giou_2: 0.3595 loss_ce_3: 0.2913 loss_bbox_3: 0.1778 loss_giou_3: 0.3522 loss_ce_4: 0.2788 loss_bbox_4: 0.176 loss_giou_4: 0.3483 time: 0.2800 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:23] d2.utils.events INFO: eta: 16:17:49 iter: 240719 total_loss: 5.642 loss_ce: 0.3103 loss_bbox: 0.1981 loss_giou: 0.3349 loss_ce_0: 0.5234 loss_bbox_0: 0.3283 loss_giou_0: 0.5195 loss_ce_1: 0.4163 loss_bbox_1: 0.2306 loss_giou_1: 0.3814 loss_ce_2: 0.3423 loss_bbox_2: 0.2124 loss_giou_2: 0.356 loss_ce_3: 0.3235 loss_bbox_3: 0.2033 loss_giou_3: 0.3449 loss_ce_4: 0.3017 loss_bbox_4: 0.2006 loss_giou_4: 0.3402 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:29] d2.utils.events INFO: eta: 16:17:47 iter: 240739 total_loss: 5.649 loss_ce: 0.2793 loss_bbox: 0.1834 loss_giou: 0.3355 loss_ce_0: 0.4977 loss_bbox_0: 0.2967 loss_giou_0: 0.4943 loss_ce_1: 0.3842 loss_bbox_1: 0.2127 loss_giou_1: 0.3803 loss_ce_2: 0.3213 loss_bbox_2: 0.1907 loss_giou_2: 0.3453 loss_ce_3: 0.2937 loss_bbox_3: 0.1853 loss_giou_3: 0.3385 loss_ce_4: 0.2798 loss_bbox_4: 0.1848 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:35] d2.utils.events INFO: eta: 16:17:48 iter: 240759 total_loss: 5.571 loss_ce: 0.2793 loss_bbox: 0.173 loss_giou: 0.3355 loss_ce_0: 0.4957 loss_bbox_0: 0.3001 loss_giou_0: 0.5119 loss_ce_1: 0.3874 loss_bbox_1: 0.2042 loss_giou_1: 0.392 loss_ce_2: 0.3149 loss_bbox_2: 0.1853 loss_giou_2: 0.3598 loss_ce_3: 0.2912 loss_bbox_3: 0.1834 loss_giou_3: 0.3416 loss_ce_4: 0.2805 loss_bbox_4: 0.1763 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:40] d2.utils.events INFO: eta: 16:17:34 iter: 240779 total_loss: 5.336 loss_ce: 0.2619 loss_bbox: 0.1781 loss_giou: 0.3195 loss_ce_0: 0.4706 loss_bbox_0: 0.2949 loss_giou_0: 0.4952 loss_ce_1: 0.3692 loss_bbox_1: 0.2121 loss_giou_1: 0.3666 loss_ce_2: 0.305 loss_bbox_2: 0.1897 loss_giou_2: 0.3367 loss_ce_3: 0.289 loss_bbox_3: 0.1846 loss_giou_3: 0.3271 loss_ce_4: 0.2512 loss_bbox_4: 0.1752 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:46] d2.utils.events INFO: eta: 16:17:32 iter: 240799 total_loss: 5.419 loss_ce: 0.2781 loss_bbox: 0.1714 loss_giou: 0.3249 loss_ce_0: 0.4739 loss_bbox_0: 0.2929 loss_giou_0: 0.4941 loss_ce_1: 0.3831 loss_bbox_1: 0.2063 loss_giou_1: 0.3687 loss_ce_2: 0.3201 loss_bbox_2: 0.1898 loss_giou_2: 0.3431 loss_ce_3: 0.2876 loss_bbox_3: 0.1761 loss_giou_3: 0.329 loss_ce_4: 0.2786 loss_bbox_4: 0.174 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:52] d2.utils.events INFO: eta: 16:17:29 iter: 240819 total_loss: 5.397 loss_ce: 0.2688 loss_bbox: 0.1852 loss_giou: 0.3097 loss_ce_0: 0.4745 loss_bbox_0: 0.3046 loss_giou_0: 0.4859 loss_ce_1: 0.3637 loss_bbox_1: 0.2141 loss_giou_1: 0.3647 loss_ce_2: 0.3075 loss_bbox_2: 0.1949 loss_giou_2: 0.3243 loss_ce_3: 0.275 loss_bbox_3: 0.1917 loss_giou_3: 0.3156 loss_ce_4: 0.2686 loss_bbox_4: 0.1849 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 08:50:58] d2.utils.events INFO: eta: 16:17:19 iter: 240839 total_loss: 5.73 loss_ce: 0.2789 loss_bbox: 0.1821 loss_giou: 0.341 loss_ce_0: 0.4943 loss_bbox_0: 0.3001 loss_giou_0: 0.5283 loss_ce_1: 0.3722 loss_bbox_1: 0.2163 loss_giou_1: 0.3897 loss_ce_2: 0.3024 loss_bbox_2: 0.1928 loss_giou_2: 0.356 loss_ce_3: 0.282 loss_bbox_3: 0.1895 loss_giou_3: 0.3425 loss_ce_4: 0.279 loss_bbox_4: 0.1807 loss_giou_4: 0.3439 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:03] d2.utils.events INFO: eta: 16:16:49 iter: 240859 total_loss: 5.355 loss_ce: 0.291 loss_bbox: 0.1823 loss_giou: 0.3232 loss_ce_0: 0.4954 loss_bbox_0: 0.3044 loss_giou_0: 0.4912 loss_ce_1: 0.3931 loss_bbox_1: 0.2172 loss_giou_1: 0.3637 loss_ce_2: 0.3282 loss_bbox_2: 0.1995 loss_giou_2: 0.3391 loss_ce_3: 0.3075 loss_bbox_3: 0.1899 loss_giou_3: 0.3339 loss_ce_4: 0.2898 loss_bbox_4: 0.1869 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:09] d2.utils.events INFO: eta: 16:16:43 iter: 240879 total_loss: 5.417 loss_ce: 0.2858 loss_bbox: 0.1679 loss_giou: 0.3273 loss_ce_0: 0.5054 loss_bbox_0: 0.2876 loss_giou_0: 0.5018 loss_ce_1: 0.3963 loss_bbox_1: 0.2044 loss_giou_1: 0.3713 loss_ce_2: 0.3326 loss_bbox_2: 0.179 loss_giou_2: 0.3431 loss_ce_3: 0.3093 loss_bbox_3: 0.1745 loss_giou_3: 0.3323 loss_ce_4: 0.2865 loss_bbox_4: 0.174 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:15] d2.utils.events INFO: eta: 16:16:48 iter: 240899 total_loss: 5.432 loss_ce: 0.2639 loss_bbox: 0.1818 loss_giou: 0.3369 loss_ce_0: 0.463 loss_bbox_0: 0.2988 loss_giou_0: 0.5225 loss_ce_1: 0.3671 loss_bbox_1: 0.2108 loss_giou_1: 0.3935 loss_ce_2: 0.3123 loss_bbox_2: 0.1956 loss_giou_2: 0.3623 loss_ce_3: 0.2801 loss_bbox_3: 0.1881 loss_giou_3: 0.3493 loss_ce_4: 0.2664 loss_bbox_4: 0.185 loss_giou_4: 0.3397 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:20] d2.utils.events INFO: eta: 16:16:32 iter: 240919 total_loss: 5.45 loss_ce: 0.2579 loss_bbox: 0.1662 loss_giou: 0.3432 loss_ce_0: 0.4684 loss_bbox_0: 0.2959 loss_giou_0: 0.5451 loss_ce_1: 0.3624 loss_bbox_1: 0.2052 loss_giou_1: 0.3971 loss_ce_2: 0.3077 loss_bbox_2: 0.1845 loss_giou_2: 0.3673 loss_ce_3: 0.2746 loss_bbox_3: 0.1783 loss_giou_3: 0.356 loss_ce_4: 0.2577 loss_bbox_4: 0.1737 loss_giou_4: 0.3493 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:26] d2.utils.events INFO: eta: 16:16:12 iter: 240939 total_loss: 5.299 loss_ce: 0.2584 loss_bbox: 0.1586 loss_giou: 0.3088 loss_ce_0: 0.469 loss_bbox_0: 0.2911 loss_giou_0: 0.5082 loss_ce_1: 0.3665 loss_bbox_1: 0.1938 loss_giou_1: 0.3609 loss_ce_2: 0.303 loss_bbox_2: 0.1735 loss_giou_2: 0.3274 loss_ce_3: 0.2724 loss_bbox_3: 0.1657 loss_giou_3: 0.3148 loss_ce_4: 0.264 loss_bbox_4: 0.1627 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:31] d2.utils.events INFO: eta: 16:16:07 iter: 240959 total_loss: 5.455 loss_ce: 0.2785 loss_bbox: 0.1743 loss_giou: 0.3376 loss_ce_0: 0.4885 loss_bbox_0: 0.3099 loss_giou_0: 0.5221 loss_ce_1: 0.4003 loss_bbox_1: 0.2029 loss_giou_1: 0.3799 loss_ce_2: 0.34 loss_bbox_2: 0.1826 loss_giou_2: 0.357 loss_ce_3: 0.2994 loss_bbox_3: 0.1776 loss_giou_3: 0.3415 loss_ce_4: 0.2834 loss_bbox_4: 0.1725 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:37] d2.utils.events INFO: eta: 16:15:55 iter: 240979 total_loss: 5.524 loss_ce: 0.2574 loss_bbox: 0.1858 loss_giou: 0.3313 loss_ce_0: 0.495 loss_bbox_0: 0.3066 loss_giou_0: 0.5141 loss_ce_1: 0.3775 loss_bbox_1: 0.2204 loss_giou_1: 0.3889 loss_ce_2: 0.3128 loss_bbox_2: 0.1959 loss_giou_2: 0.3553 loss_ce_3: 0.2792 loss_bbox_3: 0.1886 loss_giou_3: 0.3396 loss_ce_4: 0.2657 loss_bbox_4: 0.1839 loss_giou_4: 0.3337 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:43] d2.utils.events INFO: eta: 16:15:30 iter: 240999 total_loss: 5.282 loss_ce: 0.2492 loss_bbox: 0.1728 loss_giou: 0.305 loss_ce_0: 0.4781 loss_bbox_0: 0.3078 loss_giou_0: 0.4814 loss_ce_1: 0.3654 loss_bbox_1: 0.2023 loss_giou_1: 0.3535 loss_ce_2: 0.3007 loss_bbox_2: 0.1803 loss_giou_2: 0.3213 loss_ce_3: 0.2601 loss_bbox_3: 0.1776 loss_giou_3: 0.3163 loss_ce_4: 0.2426 loss_bbox_4: 0.1735 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:48] d2.utils.events INFO: eta: 16:15:10 iter: 241019 total_loss: 5.445 loss_ce: 0.272 loss_bbox: 0.1753 loss_giou: 0.3385 loss_ce_0: 0.4973 loss_bbox_0: 0.3023 loss_giou_0: 0.4987 loss_ce_1: 0.3742 loss_bbox_1: 0.2065 loss_giou_1: 0.3795 loss_ce_2: 0.3226 loss_bbox_2: 0.1911 loss_giou_2: 0.3478 loss_ce_3: 0.298 loss_bbox_3: 0.186 loss_giou_3: 0.3468 loss_ce_4: 0.2778 loss_bbox_4: 0.1768 loss_giou_4: 0.3445 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 08:51:54] d2.utils.events INFO: eta: 16:15:04 iter: 241039 total_loss: 5.658 loss_ce: 0.2697 loss_bbox: 0.1801 loss_giou: 0.3489 loss_ce_0: 0.4875 loss_bbox_0: 0.2984 loss_giou_0: 0.5544 loss_ce_1: 0.3738 loss_bbox_1: 0.2147 loss_giou_1: 0.4019 loss_ce_2: 0.3191 loss_bbox_2: 0.1965 loss_giou_2: 0.365 loss_ce_3: 0.2786 loss_bbox_3: 0.1884 loss_giou_3: 0.3559 loss_ce_4: 0.2706 loss_bbox_4: 0.1827 loss_giou_4: 0.3494 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:00] d2.utils.events INFO: eta: 16:15:27 iter: 241059 total_loss: 5.748 loss_ce: 0.2998 loss_bbox: 0.1915 loss_giou: 0.3386 loss_ce_0: 0.5015 loss_bbox_0: 0.3138 loss_giou_0: 0.5284 loss_ce_1: 0.3997 loss_bbox_1: 0.2192 loss_giou_1: 0.3829 loss_ce_2: 0.3349 loss_bbox_2: 0.1948 loss_giou_2: 0.3555 loss_ce_3: 0.3182 loss_bbox_3: 0.1926 loss_giou_3: 0.3572 loss_ce_4: 0.303 loss_bbox_4: 0.1911 loss_giou_4: 0.3487 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:06] d2.utils.events INFO: eta: 16:15:41 iter: 241079 total_loss: 5.575 loss_ce: 0.2808 loss_bbox: 0.1775 loss_giou: 0.3419 loss_ce_0: 0.4839 loss_bbox_0: 0.304 loss_giou_0: 0.5242 loss_ce_1: 0.3714 loss_bbox_1: 0.2175 loss_giou_1: 0.399 loss_ce_2: 0.3235 loss_bbox_2: 0.1943 loss_giou_2: 0.3636 loss_ce_3: 0.2919 loss_bbox_3: 0.1887 loss_giou_3: 0.3507 loss_ce_4: 0.2838 loss_bbox_4: 0.1812 loss_giou_4: 0.3464 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:11] d2.utils.events INFO: eta: 16:15:56 iter: 241099 total_loss: 5.806 loss_ce: 0.301 loss_bbox: 0.1837 loss_giou: 0.3396 loss_ce_0: 0.507 loss_bbox_0: 0.3192 loss_giou_0: 0.5123 loss_ce_1: 0.3955 loss_bbox_1: 0.218 loss_giou_1: 0.388 loss_ce_2: 0.3382 loss_bbox_2: 0.2051 loss_giou_2: 0.3529 loss_ce_3: 0.3117 loss_bbox_3: 0.194 loss_giou_3: 0.3457 loss_ce_4: 0.2998 loss_bbox_4: 0.1894 loss_giou_4: 0.3385 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:17] d2.utils.events INFO: eta: 16:15:51 iter: 241119 total_loss: 5.46 loss_ce: 0.2703 loss_bbox: 0.1786 loss_giou: 0.3199 loss_ce_0: 0.4938 loss_bbox_0: 0.2977 loss_giou_0: 0.4902 loss_ce_1: 0.3769 loss_bbox_1: 0.2097 loss_giou_1: 0.3598 loss_ce_2: 0.3062 loss_bbox_2: 0.1913 loss_giou_2: 0.3402 loss_ce_3: 0.2808 loss_bbox_3: 0.1866 loss_giou_3: 0.3331 loss_ce_4: 0.2718 loss_bbox_4: 0.1802 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:23] d2.utils.events INFO: eta: 16:15:30 iter: 241139 total_loss: 5.55 loss_ce: 0.2629 loss_bbox: 0.1786 loss_giou: 0.3269 loss_ce_0: 0.4849 loss_bbox_0: 0.3 loss_giou_0: 0.4919 loss_ce_1: 0.3889 loss_bbox_1: 0.2024 loss_giou_1: 0.3662 loss_ce_2: 0.315 loss_bbox_2: 0.1904 loss_giou_2: 0.3394 loss_ce_3: 0.2858 loss_bbox_3: 0.183 loss_giou_3: 0.3322 loss_ce_4: 0.2714 loss_bbox_4: 0.1786 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:28] d2.utils.events INFO: eta: 16:15:51 iter: 241159 total_loss: 5.699 loss_ce: 0.2901 loss_bbox: 0.1782 loss_giou: 0.3232 loss_ce_0: 0.4948 loss_bbox_0: 0.3096 loss_giou_0: 0.5133 loss_ce_1: 0.3915 loss_bbox_1: 0.2161 loss_giou_1: 0.3738 loss_ce_2: 0.3291 loss_bbox_2: 0.1956 loss_giou_2: 0.3398 loss_ce_3: 0.2994 loss_bbox_3: 0.1899 loss_giou_3: 0.3415 loss_ce_4: 0.2961 loss_bbox_4: 0.1826 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:34] d2.utils.events INFO: eta: 16:15:19 iter: 241179 total_loss: 5.46 loss_ce: 0.2841 loss_bbox: 0.1708 loss_giou: 0.3172 loss_ce_0: 0.4899 loss_bbox_0: 0.3097 loss_giou_0: 0.508 loss_ce_1: 0.387 loss_bbox_1: 0.2086 loss_giou_1: 0.3647 loss_ce_2: 0.3233 loss_bbox_2: 0.1838 loss_giou_2: 0.3376 loss_ce_3: 0.2938 loss_bbox_3: 0.1762 loss_giou_3: 0.3303 loss_ce_4: 0.2905 loss_bbox_4: 0.173 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:39] d2.utils.events INFO: eta: 16:15:05 iter: 241199 total_loss: 5.393 loss_ce: 0.2738 loss_bbox: 0.1781 loss_giou: 0.3237 loss_ce_0: 0.484 loss_bbox_0: 0.3135 loss_giou_0: 0.4839 loss_ce_1: 0.3761 loss_bbox_1: 0.2076 loss_giou_1: 0.3621 loss_ce_2: 0.3153 loss_bbox_2: 0.1916 loss_giou_2: 0.3339 loss_ce_3: 0.2882 loss_bbox_3: 0.1867 loss_giou_3: 0.33 loss_ce_4: 0.2751 loss_bbox_4: 0.1807 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:45] d2.utils.events INFO: eta: 16:15:02 iter: 241219 total_loss: 5.514 loss_ce: 0.2657 loss_bbox: 0.1654 loss_giou: 0.3226 loss_ce_0: 0.4606 loss_bbox_0: 0.3026 loss_giou_0: 0.5125 loss_ce_1: 0.3759 loss_bbox_1: 0.1974 loss_giou_1: 0.3668 loss_ce_2: 0.3057 loss_bbox_2: 0.1817 loss_giou_2: 0.3446 loss_ce_3: 0.2791 loss_bbox_3: 0.1748 loss_giou_3: 0.3374 loss_ce_4: 0.2668 loss_bbox_4: 0.1705 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:51] d2.utils.events INFO: eta: 16:15:07 iter: 241239 total_loss: 5.731 loss_ce: 0.2954 loss_bbox: 0.1732 loss_giou: 0.3418 loss_ce_0: 0.5144 loss_bbox_0: 0.311 loss_giou_0: 0.5469 loss_ce_1: 0.4083 loss_bbox_1: 0.218 loss_giou_1: 0.397 loss_ce_2: 0.3371 loss_bbox_2: 0.1907 loss_giou_2: 0.3666 loss_ce_3: 0.3098 loss_bbox_3: 0.1805 loss_giou_3: 0.3586 loss_ce_4: 0.2955 loss_bbox_4: 0.1771 loss_giou_4: 0.348 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 08:52:56] d2.utils.events INFO: eta: 16:14:48 iter: 241259 total_loss: 5.505 loss_ce: 0.2821 loss_bbox: 0.1895 loss_giou: 0.3242 loss_ce_0: 0.4899 loss_bbox_0: 0.2946 loss_giou_0: 0.5066 loss_ce_1: 0.3836 loss_bbox_1: 0.2229 loss_giou_1: 0.3749 loss_ce_2: 0.3167 loss_bbox_2: 0.1997 loss_giou_2: 0.3443 loss_ce_3: 0.2954 loss_bbox_3: 0.1957 loss_giou_3: 0.3303 loss_ce_4: 0.2852 loss_bbox_4: 0.192 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:02] d2.utils.events INFO: eta: 16:14:51 iter: 241279 total_loss: 5.561 loss_ce: 0.2559 loss_bbox: 0.179 loss_giou: 0.3306 loss_ce_0: 0.4833 loss_bbox_0: 0.3008 loss_giou_0: 0.5062 loss_ce_1: 0.3732 loss_bbox_1: 0.211 loss_giou_1: 0.3808 loss_ce_2: 0.3032 loss_bbox_2: 0.1953 loss_giou_2: 0.3516 loss_ce_3: 0.2732 loss_bbox_3: 0.1854 loss_giou_3: 0.3439 loss_ce_4: 0.2591 loss_bbox_4: 0.1818 loss_giou_4: 0.337 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:08] d2.utils.events INFO: eta: 16:15:09 iter: 241299 total_loss: 5.708 loss_ce: 0.2921 loss_bbox: 0.1818 loss_giou: 0.3478 loss_ce_0: 0.5003 loss_bbox_0: 0.3182 loss_giou_0: 0.5466 loss_ce_1: 0.3817 loss_bbox_1: 0.2177 loss_giou_1: 0.4127 loss_ce_2: 0.3373 loss_bbox_2: 0.1949 loss_giou_2: 0.3743 loss_ce_3: 0.3043 loss_bbox_3: 0.1887 loss_giou_3: 0.3624 loss_ce_4: 0.296 loss_bbox_4: 0.1834 loss_giou_4: 0.3573 time: 0.2800 data_time: 0.0360 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:13] d2.utils.events INFO: eta: 16:14:48 iter: 241319 total_loss: 5.579 loss_ce: 0.2888 loss_bbox: 0.1746 loss_giou: 0.334 loss_ce_0: 0.4959 loss_bbox_0: 0.3094 loss_giou_0: 0.5356 loss_ce_1: 0.3823 loss_bbox_1: 0.2 loss_giou_1: 0.3835 loss_ce_2: 0.3224 loss_bbox_2: 0.1854 loss_giou_2: 0.3503 loss_ce_3: 0.2895 loss_bbox_3: 0.1834 loss_giou_3: 0.3482 loss_ce_4: 0.2842 loss_bbox_4: 0.1798 loss_giou_4: 0.3443 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:19] d2.utils.events INFO: eta: 16:14:47 iter: 241339 total_loss: 5.159 loss_ce: 0.2426 loss_bbox: 0.1713 loss_giou: 0.3149 loss_ce_0: 0.4618 loss_bbox_0: 0.2898 loss_giou_0: 0.4843 loss_ce_1: 0.3448 loss_bbox_1: 0.2028 loss_giou_1: 0.3621 loss_ce_2: 0.2822 loss_bbox_2: 0.1842 loss_giou_2: 0.3287 loss_ce_3: 0.2511 loss_bbox_3: 0.1801 loss_giou_3: 0.3232 loss_ce_4: 0.2386 loss_bbox_4: 0.1801 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:25] d2.utils.events INFO: eta: 16:14:55 iter: 241359 total_loss: 5.494 loss_ce: 0.2676 loss_bbox: 0.1747 loss_giou: 0.3191 loss_ce_0: 0.4722 loss_bbox_0: 0.2995 loss_giou_0: 0.4841 loss_ce_1: 0.3692 loss_bbox_1: 0.2127 loss_giou_1: 0.3642 loss_ce_2: 0.3126 loss_bbox_2: 0.1854 loss_giou_2: 0.3387 loss_ce_3: 0.2779 loss_bbox_3: 0.1871 loss_giou_3: 0.3276 loss_ce_4: 0.2681 loss_bbox_4: 0.1811 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:30] d2.utils.events INFO: eta: 16:14:59 iter: 241379 total_loss: 5.472 loss_ce: 0.2645 loss_bbox: 0.1757 loss_giou: 0.3292 loss_ce_0: 0.478 loss_bbox_0: 0.3006 loss_giou_0: 0.4969 loss_ce_1: 0.3803 loss_bbox_1: 0.2114 loss_giou_1: 0.3731 loss_ce_2: 0.3177 loss_bbox_2: 0.1898 loss_giou_2: 0.3399 loss_ce_3: 0.2834 loss_bbox_3: 0.1775 loss_giou_3: 0.3332 loss_ce_4: 0.2615 loss_bbox_4: 0.1747 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:36] d2.utils.events INFO: eta: 16:15:00 iter: 241399 total_loss: 5.642 loss_ce: 0.2799 loss_bbox: 0.1815 loss_giou: 0.3222 loss_ce_0: 0.4802 loss_bbox_0: 0.3136 loss_giou_0: 0.5003 loss_ce_1: 0.3701 loss_bbox_1: 0.2111 loss_giou_1: 0.3783 loss_ce_2: 0.3164 loss_bbox_2: 0.1958 loss_giou_2: 0.3384 loss_ce_3: 0.2896 loss_bbox_3: 0.1883 loss_giou_3: 0.3304 loss_ce_4: 0.2706 loss_bbox_4: 0.1842 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:42] d2.utils.events INFO: eta: 16:14:49 iter: 241419 total_loss: 5.533 loss_ce: 0.2685 loss_bbox: 0.1781 loss_giou: 0.3281 loss_ce_0: 0.4839 loss_bbox_0: 0.2964 loss_giou_0: 0.5025 loss_ce_1: 0.382 loss_bbox_1: 0.2104 loss_giou_1: 0.3768 loss_ce_2: 0.3077 loss_bbox_2: 0.195 loss_giou_2: 0.348 loss_ce_3: 0.2813 loss_bbox_3: 0.1819 loss_giou_3: 0.3396 loss_ce_4: 0.2721 loss_bbox_4: 0.1794 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:47] d2.utils.events INFO: eta: 16:14:59 iter: 241439 total_loss: 5.756 loss_ce: 0.2758 loss_bbox: 0.1765 loss_giou: 0.3299 loss_ce_0: 0.4903 loss_bbox_0: 0.3118 loss_giou_0: 0.5167 loss_ce_1: 0.3717 loss_bbox_1: 0.2092 loss_giou_1: 0.3863 loss_ce_2: 0.3215 loss_bbox_2: 0.1969 loss_giou_2: 0.3622 loss_ce_3: 0.2869 loss_bbox_3: 0.1857 loss_giou_3: 0.3475 loss_ce_4: 0.2864 loss_bbox_4: 0.1784 loss_giou_4: 0.3361 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:53] d2.utils.events INFO: eta: 16:15:00 iter: 241459 total_loss: 5.595 loss_ce: 0.2808 loss_bbox: 0.1832 loss_giou: 0.3435 loss_ce_0: 0.496 loss_bbox_0: 0.3047 loss_giou_0: 0.5038 loss_ce_1: 0.3812 loss_bbox_1: 0.2139 loss_giou_1: 0.3873 loss_ce_2: 0.3116 loss_bbox_2: 0.1979 loss_giou_2: 0.3599 loss_ce_3: 0.2979 loss_bbox_3: 0.1911 loss_giou_3: 0.3587 loss_ce_4: 0.2842 loss_bbox_4: 0.1846 loss_giou_4: 0.3504 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 08:53:59] d2.utils.events INFO: eta: 16:14:45 iter: 241479 total_loss: 5.53 loss_ce: 0.2683 loss_bbox: 0.1896 loss_giou: 0.3426 loss_ce_0: 0.4889 loss_bbox_0: 0.3236 loss_giou_0: 0.5169 loss_ce_1: 0.3729 loss_bbox_1: 0.2337 loss_giou_1: 0.3897 loss_ce_2: 0.3068 loss_bbox_2: 0.2139 loss_giou_2: 0.3653 loss_ce_3: 0.2746 loss_bbox_3: 0.196 loss_giou_3: 0.3596 loss_ce_4: 0.2789 loss_bbox_4: 0.191 loss_giou_4: 0.3462 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:04] d2.utils.events INFO: eta: 16:14:33 iter: 241499 total_loss: 5.557 loss_ce: 0.2837 loss_bbox: 0.164 loss_giou: 0.3375 loss_ce_0: 0.4853 loss_bbox_0: 0.2888 loss_giou_0: 0.5005 loss_ce_1: 0.3945 loss_bbox_1: 0.1993 loss_giou_1: 0.3681 loss_ce_2: 0.3305 loss_bbox_2: 0.1876 loss_giou_2: 0.344 loss_ce_3: 0.3002 loss_bbox_3: 0.1777 loss_giou_3: 0.3422 loss_ce_4: 0.2817 loss_bbox_4: 0.1669 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:10] d2.utils.events INFO: eta: 16:14:37 iter: 241519 total_loss: 5.526 loss_ce: 0.2653 loss_bbox: 0.1994 loss_giou: 0.3471 loss_ce_0: 0.4914 loss_bbox_0: 0.3155 loss_giou_0: 0.5086 loss_ce_1: 0.3734 loss_bbox_1: 0.2312 loss_giou_1: 0.3884 loss_ce_2: 0.2947 loss_bbox_2: 0.2161 loss_giou_2: 0.3643 loss_ce_3: 0.2808 loss_bbox_3: 0.2078 loss_giou_3: 0.3542 loss_ce_4: 0.2688 loss_bbox_4: 0.1984 loss_giou_4: 0.3495 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:16] d2.utils.events INFO: eta: 16:14:49 iter: 241539 total_loss: 5.696 loss_ce: 0.2741 loss_bbox: 0.1905 loss_giou: 0.3245 loss_ce_0: 0.4875 loss_bbox_0: 0.3157 loss_giou_0: 0.4957 loss_ce_1: 0.3869 loss_bbox_1: 0.2219 loss_giou_1: 0.3674 loss_ce_2: 0.3172 loss_bbox_2: 0.2016 loss_giou_2: 0.3449 loss_ce_3: 0.2888 loss_bbox_3: 0.1937 loss_giou_3: 0.3346 loss_ce_4: 0.279 loss_bbox_4: 0.1932 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:21] d2.utils.events INFO: eta: 16:14:43 iter: 241559 total_loss: 5.399 loss_ce: 0.2673 loss_bbox: 0.1797 loss_giou: 0.3023 loss_ce_0: 0.4877 loss_bbox_0: 0.2963 loss_giou_0: 0.4624 loss_ce_1: 0.3789 loss_bbox_1: 0.2053 loss_giou_1: 0.3482 loss_ce_2: 0.3209 loss_bbox_2: 0.1878 loss_giou_2: 0.3142 loss_ce_3: 0.2916 loss_bbox_3: 0.1799 loss_giou_3: 0.3018 loss_ce_4: 0.2771 loss_bbox_4: 0.1792 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:27] d2.utils.events INFO: eta: 16:14:22 iter: 241579 total_loss: 5.361 loss_ce: 0.2893 loss_bbox: 0.1872 loss_giou: 0.3173 loss_ce_0: 0.4986 loss_bbox_0: 0.3187 loss_giou_0: 0.5073 loss_ce_1: 0.3737 loss_bbox_1: 0.2204 loss_giou_1: 0.3648 loss_ce_2: 0.3203 loss_bbox_2: 0.1965 loss_giou_2: 0.3326 loss_ce_3: 0.2946 loss_bbox_3: 0.1878 loss_giou_3: 0.3161 loss_ce_4: 0.2849 loss_bbox_4: 0.1869 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:33] d2.utils.events INFO: eta: 16:14:08 iter: 241599 total_loss: 5.616 loss_ce: 0.2761 loss_bbox: 0.1923 loss_giou: 0.3323 loss_ce_0: 0.4989 loss_bbox_0: 0.3238 loss_giou_0: 0.4977 loss_ce_1: 0.381 loss_bbox_1: 0.2241 loss_giou_1: 0.3776 loss_ce_2: 0.3232 loss_bbox_2: 0.2001 loss_giou_2: 0.347 loss_ce_3: 0.2912 loss_bbox_3: 0.196 loss_giou_3: 0.3383 loss_ce_4: 0.271 loss_bbox_4: 0.191 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:38] d2.utils.events INFO: eta: 16:14:08 iter: 241619 total_loss: 5.526 loss_ce: 0.2798 loss_bbox: 0.1799 loss_giou: 0.3299 loss_ce_0: 0.4958 loss_bbox_0: 0.3096 loss_giou_0: 0.5206 loss_ce_1: 0.3823 loss_bbox_1: 0.2183 loss_giou_1: 0.3878 loss_ce_2: 0.3191 loss_bbox_2: 0.1957 loss_giou_2: 0.3521 loss_ce_3: 0.2865 loss_bbox_3: 0.188 loss_giou_3: 0.341 loss_ce_4: 0.2738 loss_bbox_4: 0.1814 loss_giou_4: 0.335 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:44] d2.utils.events INFO: eta: 16:13:57 iter: 241639 total_loss: 5.966 loss_ce: 0.3017 loss_bbox: 0.1921 loss_giou: 0.3322 loss_ce_0: 0.5096 loss_bbox_0: 0.3205 loss_giou_0: 0.5158 loss_ce_1: 0.397 loss_bbox_1: 0.2216 loss_giou_1: 0.3882 loss_ce_2: 0.3437 loss_bbox_2: 0.1989 loss_giou_2: 0.3538 loss_ce_3: 0.3082 loss_bbox_3: 0.1954 loss_giou_3: 0.3393 loss_ce_4: 0.3055 loss_bbox_4: 0.196 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:50] d2.utils.events INFO: eta: 16:13:51 iter: 241659 total_loss: 5.544 loss_ce: 0.2908 loss_bbox: 0.1842 loss_giou: 0.346 loss_ce_0: 0.5062 loss_bbox_0: 0.303 loss_giou_0: 0.5522 loss_ce_1: 0.403 loss_bbox_1: 0.2035 loss_giou_1: 0.3873 loss_ce_2: 0.3285 loss_bbox_2: 0.1839 loss_giou_2: 0.3577 loss_ce_3: 0.3024 loss_bbox_3: 0.1797 loss_giou_3: 0.3533 loss_ce_4: 0.2912 loss_bbox_4: 0.18 loss_giou_4: 0.3495 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 08:54:55] d2.utils.events INFO: eta: 16:13:39 iter: 241679 total_loss: 5.002 loss_ce: 0.2372 loss_bbox: 0.1633 loss_giou: 0.3097 loss_ce_0: 0.4643 loss_bbox_0: 0.2938 loss_giou_0: 0.4872 loss_ce_1: 0.35 loss_bbox_1: 0.1945 loss_giou_1: 0.3448 loss_ce_2: 0.2825 loss_bbox_2: 0.1719 loss_giou_2: 0.3174 loss_ce_3: 0.2581 loss_bbox_3: 0.1685 loss_giou_3: 0.3093 loss_ce_4: 0.2386 loss_bbox_4: 0.1625 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:01] d2.utils.events INFO: eta: 16:13:24 iter: 241699 total_loss: 5.682 loss_ce: 0.2855 loss_bbox: 0.1852 loss_giou: 0.3518 loss_ce_0: 0.4896 loss_bbox_0: 0.302 loss_giou_0: 0.5338 loss_ce_1: 0.3913 loss_bbox_1: 0.2178 loss_giou_1: 0.3886 loss_ce_2: 0.3195 loss_bbox_2: 0.1963 loss_giou_2: 0.3515 loss_ce_3: 0.2968 loss_bbox_3: 0.1924 loss_giou_3: 0.3496 loss_ce_4: 0.2824 loss_bbox_4: 0.1854 loss_giou_4: 0.3463 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:07] d2.utils.events INFO: eta: 16:13:28 iter: 241719 total_loss: 5.776 loss_ce: 0.3005 loss_bbox: 0.1815 loss_giou: 0.342 loss_ce_0: 0.4926 loss_bbox_0: 0.3039 loss_giou_0: 0.5414 loss_ce_1: 0.3945 loss_bbox_1: 0.2112 loss_giou_1: 0.4012 loss_ce_2: 0.3296 loss_bbox_2: 0.1887 loss_giou_2: 0.3697 loss_ce_3: 0.3016 loss_bbox_3: 0.1849 loss_giou_3: 0.354 loss_ce_4: 0.2993 loss_bbox_4: 0.1827 loss_giou_4: 0.3444 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:12] d2.utils.events INFO: eta: 16:13:17 iter: 241739 total_loss: 5.735 loss_ce: 0.292 loss_bbox: 0.1933 loss_giou: 0.3699 loss_ce_0: 0.4915 loss_bbox_0: 0.3166 loss_giou_0: 0.5602 loss_ce_1: 0.3895 loss_bbox_1: 0.2175 loss_giou_1: 0.4159 loss_ce_2: 0.331 loss_bbox_2: 0.2018 loss_giou_2: 0.3867 loss_ce_3: 0.3048 loss_bbox_3: 0.1997 loss_giou_3: 0.3733 loss_ce_4: 0.2869 loss_bbox_4: 0.1983 loss_giou_4: 0.371 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:18] d2.utils.events INFO: eta: 16:13:11 iter: 241759 total_loss: 5.647 loss_ce: 0.2757 loss_bbox: 0.174 loss_giou: 0.3292 loss_ce_0: 0.4745 loss_bbox_0: 0.3073 loss_giou_0: 0.515 loss_ce_1: 0.3692 loss_bbox_1: 0.2145 loss_giou_1: 0.363 loss_ce_2: 0.3272 loss_bbox_2: 0.1927 loss_giou_2: 0.3412 loss_ce_3: 0.2928 loss_bbox_3: 0.1819 loss_giou_3: 0.335 loss_ce_4: 0.2797 loss_bbox_4: 0.1779 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:23] d2.utils.events INFO: eta: 16:13:01 iter: 241779 total_loss: 5.483 loss_ce: 0.2792 loss_bbox: 0.178 loss_giou: 0.3151 loss_ce_0: 0.4642 loss_bbox_0: 0.295 loss_giou_0: 0.4791 loss_ce_1: 0.3715 loss_bbox_1: 0.2122 loss_giou_1: 0.3581 loss_ce_2: 0.3051 loss_bbox_2: 0.1995 loss_giou_2: 0.3345 loss_ce_3: 0.2894 loss_bbox_3: 0.1885 loss_giou_3: 0.3233 loss_ce_4: 0.278 loss_bbox_4: 0.183 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:29] d2.utils.events INFO: eta: 16:12:40 iter: 241799 total_loss: 5.447 loss_ce: 0.2764 loss_bbox: 0.1703 loss_giou: 0.3317 loss_ce_0: 0.4784 loss_bbox_0: 0.299 loss_giou_0: 0.5042 loss_ce_1: 0.3825 loss_bbox_1: 0.2101 loss_giou_1: 0.3733 loss_ce_2: 0.3174 loss_bbox_2: 0.1914 loss_giou_2: 0.3453 loss_ce_3: 0.2911 loss_bbox_3: 0.18 loss_giou_3: 0.3328 loss_ce_4: 0.2772 loss_bbox_4: 0.1738 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:35] d2.utils.events INFO: eta: 16:12:28 iter: 241819 total_loss: 5.866 loss_ce: 0.3067 loss_bbox: 0.1909 loss_giou: 0.349 loss_ce_0: 0.4965 loss_bbox_0: 0.3148 loss_giou_0: 0.5282 loss_ce_1: 0.4041 loss_bbox_1: 0.2206 loss_giou_1: 0.395 loss_ce_2: 0.3432 loss_bbox_2: 0.2021 loss_giou_2: 0.363 loss_ce_3: 0.3251 loss_bbox_3: 0.1917 loss_giou_3: 0.3521 loss_ce_4: 0.3129 loss_bbox_4: 0.1912 loss_giou_4: 0.3516 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:40] d2.utils.events INFO: eta: 16:12:09 iter: 241839 total_loss: 5.602 loss_ce: 0.2982 loss_bbox: 0.1852 loss_giou: 0.3175 loss_ce_0: 0.5111 loss_bbox_0: 0.3083 loss_giou_0: 0.4729 loss_ce_1: 0.3979 loss_bbox_1: 0.2164 loss_giou_1: 0.3666 loss_ce_2: 0.3374 loss_bbox_2: 0.1992 loss_giou_2: 0.3371 loss_ce_3: 0.3088 loss_bbox_3: 0.1895 loss_giou_3: 0.3315 loss_ce_4: 0.2988 loss_bbox_4: 0.1864 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:46] d2.utils.events INFO: eta: 16:12:23 iter: 241859 total_loss: 5.567 loss_ce: 0.2795 loss_bbox: 0.1853 loss_giou: 0.319 loss_ce_0: 0.4904 loss_bbox_0: 0.3139 loss_giou_0: 0.5158 loss_ce_1: 0.3891 loss_bbox_1: 0.2131 loss_giou_1: 0.3752 loss_ce_2: 0.3159 loss_bbox_2: 0.1932 loss_giou_2: 0.3361 loss_ce_3: 0.2883 loss_bbox_3: 0.1907 loss_giou_3: 0.324 loss_ce_4: 0.275 loss_bbox_4: 0.1856 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:52] d2.utils.events INFO: eta: 16:12:11 iter: 241879 total_loss: 5.295 loss_ce: 0.2618 loss_bbox: 0.1701 loss_giou: 0.3242 loss_ce_0: 0.4851 loss_bbox_0: 0.2938 loss_giou_0: 0.509 loss_ce_1: 0.3876 loss_bbox_1: 0.1987 loss_giou_1: 0.3755 loss_ce_2: 0.3 loss_bbox_2: 0.1857 loss_giou_2: 0.345 loss_ce_3: 0.2734 loss_bbox_3: 0.1767 loss_giou_3: 0.338 loss_ce_4: 0.2595 loss_bbox_4: 0.1711 loss_giou_4: 0.3264 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:55:56] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.27 seconds. [11/03 08:55:56] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 08:55:57] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 08:55:57] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 08:55:57] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 08:55:57] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 08:55:59] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 08:56:06] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0489 s/iter. Eval: 0.0003 s/iter. Total: 0.0501 s/iter. ETA=0:00:30 [11/03 08:56:11] d2.evaluation.evaluator INFO: Inference done 109/625. Dataloading: 0.0035 s/iter. Inference: 0.0475 s/iter. Eval: 0.0004 s/iter. Total: 0.0515 s/iter. ETA=0:00:26 [11/03 08:56:16] d2.evaluation.evaluator INFO: Inference done 202/625. Dataloading: 0.0032 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0526 s/iter. ETA=0:00:22 [11/03 08:56:21] d2.evaluation.evaluator INFO: Inference done 301/625. Dataloading: 0.0031 s/iter. Inference: 0.0485 s/iter. Eval: 0.0004 s/iter. Total: 0.0521 s/iter. ETA=0:00:16 [11/03 08:56:26] d2.evaluation.evaluator INFO: Inference done 398/625. Dataloading: 0.0030 s/iter. Inference: 0.0485 s/iter. Eval: 0.0004 s/iter. Total: 0.0521 s/iter. ETA=0:00:11 [11/03 08:56:31] d2.evaluation.evaluator INFO: Inference done 476/625. Dataloading: 0.0030 s/iter. Inference: 0.0485 s/iter. Eval: 0.0025 s/iter. Total: 0.0541 s/iter. ETA=0:00:08 [11/03 08:56:36] d2.evaluation.evaluator INFO: Inference done 584/625. Dataloading: 0.0028 s/iter. Inference: 0.0476 s/iter. Eval: 0.0021 s/iter. Total: 0.0526 s/iter. ETA=0:00:02 [11/03 08:56:38] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.094552 (0.051765 s / iter per device, on 8 devices) [11/03 08:56:38] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.046580 s / iter per device, on 8 devices) [11/03 08:56:44] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 08:56:45] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 08:56:47] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 08:56:49] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 08:57:03] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.08 seconds. [11/03 08:57:03] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 08:57:04] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.29 seconds. [11/03 08:57:04] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.219 | 61.103 | 45.297 | 24.500 | 45.070 | 57.919 | [11/03 08:57:04] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.351 | bicycle | 29.596 | car | 42.914 | | motorcycle | 41.546 | airplane | 66.212 | bus | 66.230 | | train | 64.661 | truck | 35.683 | boat | 25.430 | | traffic light | 26.476 | fire hydrant | 68.978 | stop sign | 68.729 | | parking meter | 41.152 | bench | 26.077 | bird | 35.705 | | cat | 69.007 | dog | 63.119 | horse | 60.644 | | sheep | 49.825 | cow | 59.732 | elephant | 64.716 | | bear | 75.688 | zebra | 67.310 | giraffe | 67.335 | | backpack | 15.276 | umbrella | 36.022 | handbag | 15.263 | | tie | 30.106 | suitcase | 38.191 | frisbee | 67.379 | | skis | 24.462 | snowboard | 43.494 | sports ball | 47.118 | | kite | 46.192 | baseball bat | 29.612 | baseball glove | 37.656 | | skateboard | 51.820 | surfboard | 37.711 | tennis racket | 47.198 | | bottle | 38.234 | wine glass | 32.675 | cup | 41.450 | | fork | 32.954 | knife | 17.271 | spoon | 16.316 | | bowl | 43.934 | banana | 22.705 | apple | 19.505 | | sandwich | 40.866 | orange | 34.488 | broccoli | 22.458 | | carrot | 20.388 | hot dog | 33.244 | pizza | 52.874 | | donut | 45.348 | cake | 37.831 | chair | 24.831 | | couch | 47.368 | potted plant | 25.702 | bed | 47.677 | | dining table | 29.491 | toilet | 62.454 | tv | 55.071 | | laptop | 58.836 | mouse | 60.869 | remote | 32.804 | | keyboard | 51.714 | cell phone | 38.303 | microwave | 63.163 | | oven | 35.420 | toaster | 36.327 | sink | 37.076 | | refrigerator | 58.251 | book | 10.571 | clock | 51.615 | | vase | 39.550 | scissors | 32.417 | teddy bear | 46.041 | | hair drier | 15.155 | toothbrush | 26.657 | | | [11/03 08:57:05] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 08:57:05] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 08:57:05] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 08:57:05] d2.evaluation.testing INFO: copypaste: 42.2190,61.1031,45.2970,24.5003,45.0700,57.9186 [11/03 08:57:08] d2.utils.events INFO: eta: 16:11:33 iter: 241899 total_loss: 5.749 loss_ce: 0.2808 loss_bbox: 0.1896 loss_giou: 0.3234 loss_ce_0: 0.4956 loss_bbox_0: 0.314 loss_giou_0: 0.5051 loss_ce_1: 0.393 loss_bbox_1: 0.2138 loss_giou_1: 0.376 loss_ce_2: 0.3301 loss_bbox_2: 0.2076 loss_giou_2: 0.3455 loss_ce_3: 0.2957 loss_bbox_3: 0.1977 loss_giou_3: 0.3392 loss_ce_4: 0.282 loss_bbox_4: 0.1921 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:13] d2.utils.events INFO: eta: 16:10:59 iter: 241919 total_loss: 5.309 loss_ce: 0.2771 loss_bbox: 0.167 loss_giou: 0.3156 loss_ce_0: 0.4899 loss_bbox_0: 0.2833 loss_giou_0: 0.5061 loss_ce_1: 0.3729 loss_bbox_1: 0.2027 loss_giou_1: 0.3746 loss_ce_2: 0.3199 loss_bbox_2: 0.1808 loss_giou_2: 0.3337 loss_ce_3: 0.2926 loss_bbox_3: 0.1762 loss_giou_3: 0.3259 loss_ce_4: 0.285 loss_bbox_4: 0.1675 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:19] d2.utils.events INFO: eta: 16:10:46 iter: 241939 total_loss: 5.744 loss_ce: 0.2926 loss_bbox: 0.1894 loss_giou: 0.3396 loss_ce_0: 0.5077 loss_bbox_0: 0.3096 loss_giou_0: 0.5171 loss_ce_1: 0.3962 loss_bbox_1: 0.2219 loss_giou_1: 0.3837 loss_ce_2: 0.33 loss_bbox_2: 0.198 loss_giou_2: 0.3508 loss_ce_3: 0.2979 loss_bbox_3: 0.1938 loss_giou_3: 0.3424 loss_ce_4: 0.2972 loss_bbox_4: 0.1884 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:25] d2.utils.events INFO: eta: 16:10:57 iter: 241959 total_loss: 5.503 loss_ce: 0.2749 loss_bbox: 0.1789 loss_giou: 0.3138 loss_ce_0: 0.4759 loss_bbox_0: 0.3214 loss_giou_0: 0.4996 loss_ce_1: 0.3802 loss_bbox_1: 0.2147 loss_giou_1: 0.3654 loss_ce_2: 0.3092 loss_bbox_2: 0.1906 loss_giou_2: 0.3356 loss_ce_3: 0.2813 loss_bbox_3: 0.1835 loss_giou_3: 0.3247 loss_ce_4: 0.2841 loss_bbox_4: 0.1804 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:30] d2.utils.events INFO: eta: 16:11:12 iter: 241979 total_loss: 5.458 loss_ce: 0.2691 loss_bbox: 0.1754 loss_giou: 0.3217 loss_ce_0: 0.4868 loss_bbox_0: 0.3084 loss_giou_0: 0.4997 loss_ce_1: 0.3785 loss_bbox_1: 0.2054 loss_giou_1: 0.3861 loss_ce_2: 0.3112 loss_bbox_2: 0.1946 loss_giou_2: 0.3501 loss_ce_3: 0.2881 loss_bbox_3: 0.1826 loss_giou_3: 0.3291 loss_ce_4: 0.2682 loss_bbox_4: 0.179 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:36] d2.utils.events INFO: eta: 16:11:26 iter: 241999 total_loss: 5.768 loss_ce: 0.2907 loss_bbox: 0.1782 loss_giou: 0.3429 loss_ce_0: 0.5094 loss_bbox_0: 0.3104 loss_giou_0: 0.5087 loss_ce_1: 0.4021 loss_bbox_1: 0.2185 loss_giou_1: 0.372 loss_ce_2: 0.3469 loss_bbox_2: 0.1964 loss_giou_2: 0.3535 loss_ce_3: 0.3144 loss_bbox_3: 0.1883 loss_giou_3: 0.3452 loss_ce_4: 0.2949 loss_bbox_4: 0.1819 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:42] d2.utils.events INFO: eta: 16:11:28 iter: 242019 total_loss: 5.632 loss_ce: 0.2699 loss_bbox: 0.1937 loss_giou: 0.3333 loss_ce_0: 0.4822 loss_bbox_0: 0.3089 loss_giou_0: 0.4933 loss_ce_1: 0.3765 loss_bbox_1: 0.2283 loss_giou_1: 0.3754 loss_ce_2: 0.3235 loss_bbox_2: 0.2089 loss_giou_2: 0.3496 loss_ce_3: 0.2959 loss_bbox_3: 0.1953 loss_giou_3: 0.3439 loss_ce_4: 0.273 loss_bbox_4: 0.1959 loss_giou_4: 0.3396 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:47] d2.utils.events INFO: eta: 16:11:09 iter: 242039 total_loss: 5.475 loss_ce: 0.2785 loss_bbox: 0.181 loss_giou: 0.3297 loss_ce_0: 0.4842 loss_bbox_0: 0.314 loss_giou_0: 0.5026 loss_ce_1: 0.3921 loss_bbox_1: 0.2152 loss_giou_1: 0.3746 loss_ce_2: 0.3247 loss_bbox_2: 0.1969 loss_giou_2: 0.3479 loss_ce_3: 0.2943 loss_bbox_3: 0.1853 loss_giou_3: 0.3357 loss_ce_4: 0.2785 loss_bbox_4: 0.1798 loss_giou_4: 0.3307 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:53] d2.utils.events INFO: eta: 16:10:48 iter: 242059 total_loss: 5.343 loss_ce: 0.2688 loss_bbox: 0.1812 loss_giou: 0.3257 loss_ce_0: 0.4655 loss_bbox_0: 0.2912 loss_giou_0: 0.5119 loss_ce_1: 0.3716 loss_bbox_1: 0.1998 loss_giou_1: 0.3756 loss_ce_2: 0.2987 loss_bbox_2: 0.1854 loss_giou_2: 0.3399 loss_ce_3: 0.2765 loss_bbox_3: 0.1781 loss_giou_3: 0.3283 loss_ce_4: 0.2675 loss_bbox_4: 0.1819 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 08:57:59] d2.utils.events INFO: eta: 16:10:14 iter: 242079 total_loss: 5.734 loss_ce: 0.2751 loss_bbox: 0.1774 loss_giou: 0.3398 loss_ce_0: 0.4976 loss_bbox_0: 0.3182 loss_giou_0: 0.5244 loss_ce_1: 0.3828 loss_bbox_1: 0.224 loss_giou_1: 0.3856 loss_ce_2: 0.3109 loss_bbox_2: 0.2013 loss_giou_2: 0.3552 loss_ce_3: 0.2784 loss_bbox_3: 0.1855 loss_giou_3: 0.343 loss_ce_4: 0.2662 loss_bbox_4: 0.1806 loss_giou_4: 0.3387 time: 0.2800 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:04] d2.utils.events INFO: eta: 16:09:49 iter: 242099 total_loss: 5.363 loss_ce: 0.283 loss_bbox: 0.1804 loss_giou: 0.3151 loss_ce_0: 0.4959 loss_bbox_0: 0.3096 loss_giou_0: 0.5078 loss_ce_1: 0.3723 loss_bbox_1: 0.2138 loss_giou_1: 0.3673 loss_ce_2: 0.3327 loss_bbox_2: 0.1955 loss_giou_2: 0.3371 loss_ce_3: 0.3061 loss_bbox_3: 0.1903 loss_giou_3: 0.3254 loss_ce_4: 0.2926 loss_bbox_4: 0.1822 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:10] d2.utils.events INFO: eta: 16:09:37 iter: 242119 total_loss: 5.598 loss_ce: 0.2693 loss_bbox: 0.1803 loss_giou: 0.3277 loss_ce_0: 0.4808 loss_bbox_0: 0.3022 loss_giou_0: 0.5022 loss_ce_1: 0.3786 loss_bbox_1: 0.2198 loss_giou_1: 0.3828 loss_ce_2: 0.3189 loss_bbox_2: 0.1934 loss_giou_2: 0.3477 loss_ce_3: 0.284 loss_bbox_3: 0.1852 loss_giou_3: 0.339 loss_ce_4: 0.2782 loss_bbox_4: 0.1808 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:16] d2.utils.events INFO: eta: 16:09:38 iter: 242139 total_loss: 5.695 loss_ce: 0.3165 loss_bbox: 0.1847 loss_giou: 0.3106 loss_ce_0: 0.4984 loss_bbox_0: 0.3271 loss_giou_0: 0.5102 loss_ce_1: 0.4136 loss_bbox_1: 0.221 loss_giou_1: 0.3693 loss_ce_2: 0.3699 loss_bbox_2: 0.1932 loss_giou_2: 0.3283 loss_ce_3: 0.3279 loss_bbox_3: 0.1849 loss_giou_3: 0.3213 loss_ce_4: 0.3161 loss_bbox_4: 0.182 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:21] d2.utils.events INFO: eta: 16:09:21 iter: 242159 total_loss: 5.454 loss_ce: 0.2692 loss_bbox: 0.1814 loss_giou: 0.3237 loss_ce_0: 0.4778 loss_bbox_0: 0.3079 loss_giou_0: 0.506 loss_ce_1: 0.376 loss_bbox_1: 0.2141 loss_giou_1: 0.3779 loss_ce_2: 0.3038 loss_bbox_2: 0.201 loss_giou_2: 0.347 loss_ce_3: 0.2766 loss_bbox_3: 0.1907 loss_giou_3: 0.3329 loss_ce_4: 0.2691 loss_bbox_4: 0.1881 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:27] d2.utils.events INFO: eta: 16:09:30 iter: 242179 total_loss: 5.672 loss_ce: 0.2839 loss_bbox: 0.1743 loss_giou: 0.3293 loss_ce_0: 0.5041 loss_bbox_0: 0.3058 loss_giou_0: 0.5304 loss_ce_1: 0.3801 loss_bbox_1: 0.2108 loss_giou_1: 0.3811 loss_ce_2: 0.323 loss_bbox_2: 0.1857 loss_giou_2: 0.3591 loss_ce_3: 0.2937 loss_bbox_3: 0.181 loss_giou_3: 0.3378 loss_ce_4: 0.2854 loss_bbox_4: 0.1765 loss_giou_4: 0.3384 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:33] d2.utils.events INFO: eta: 16:09:37 iter: 242199 total_loss: 5.671 loss_ce: 0.2701 loss_bbox: 0.1712 loss_giou: 0.3368 loss_ce_0: 0.4927 loss_bbox_0: 0.2956 loss_giou_0: 0.5089 loss_ce_1: 0.3892 loss_bbox_1: 0.2041 loss_giou_1: 0.3941 loss_ce_2: 0.3233 loss_bbox_2: 0.1869 loss_giou_2: 0.3576 loss_ce_3: 0.2894 loss_bbox_3: 0.176 loss_giou_3: 0.3431 loss_ce_4: 0.2783 loss_bbox_4: 0.1749 loss_giou_4: 0.3395 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:38] d2.utils.events INFO: eta: 16:09:33 iter: 242219 total_loss: 5.709 loss_ce: 0.2912 loss_bbox: 0.1849 loss_giou: 0.3521 loss_ce_0: 0.4966 loss_bbox_0: 0.3148 loss_giou_0: 0.5229 loss_ce_1: 0.3793 loss_bbox_1: 0.2181 loss_giou_1: 0.4003 loss_ce_2: 0.3248 loss_bbox_2: 0.1968 loss_giou_2: 0.3681 loss_ce_3: 0.2959 loss_bbox_3: 0.1886 loss_giou_3: 0.3585 loss_ce_4: 0.2846 loss_bbox_4: 0.1822 loss_giou_4: 0.3512 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:44] d2.utils.events INFO: eta: 16:09:29 iter: 242239 total_loss: 5.429 loss_ce: 0.2757 loss_bbox: 0.1699 loss_giou: 0.3421 loss_ce_0: 0.4836 loss_bbox_0: 0.2896 loss_giou_0: 0.5433 loss_ce_1: 0.3823 loss_bbox_1: 0.1967 loss_giou_1: 0.3951 loss_ce_2: 0.3214 loss_bbox_2: 0.1797 loss_giou_2: 0.3611 loss_ce_3: 0.2858 loss_bbox_3: 0.1761 loss_giou_3: 0.3509 loss_ce_4: 0.2747 loss_bbox_4: 0.1736 loss_giou_4: 0.3452 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:50] d2.utils.events INFO: eta: 16:09:27 iter: 242259 total_loss: 5.492 loss_ce: 0.2579 loss_bbox: 0.1765 loss_giou: 0.3494 loss_ce_0: 0.4866 loss_bbox_0: 0.3058 loss_giou_0: 0.5358 loss_ce_1: 0.365 loss_bbox_1: 0.2141 loss_giou_1: 0.3999 loss_ce_2: 0.3079 loss_bbox_2: 0.194 loss_giou_2: 0.3647 loss_ce_3: 0.2759 loss_bbox_3: 0.1821 loss_giou_3: 0.3535 loss_ce_4: 0.2643 loss_bbox_4: 0.179 loss_giou_4: 0.3481 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 08:58:55] d2.utils.events INFO: eta: 16:09:46 iter: 242279 total_loss: 5.489 loss_ce: 0.2619 loss_bbox: 0.1838 loss_giou: 0.3311 loss_ce_0: 0.4815 loss_bbox_0: 0.3118 loss_giou_0: 0.5049 loss_ce_1: 0.3667 loss_bbox_1: 0.2147 loss_giou_1: 0.3818 loss_ce_2: 0.3072 loss_bbox_2: 0.1994 loss_giou_2: 0.3537 loss_ce_3: 0.2687 loss_bbox_3: 0.1911 loss_giou_3: 0.3372 loss_ce_4: 0.2692 loss_bbox_4: 0.1871 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:01] d2.utils.events INFO: eta: 16:09:09 iter: 242299 total_loss: 5.594 loss_ce: 0.2924 loss_bbox: 0.1835 loss_giou: 0.3371 loss_ce_0: 0.5144 loss_bbox_0: 0.3103 loss_giou_0: 0.5255 loss_ce_1: 0.3994 loss_bbox_1: 0.2139 loss_giou_1: 0.3866 loss_ce_2: 0.3284 loss_bbox_2: 0.1889 loss_giou_2: 0.3536 loss_ce_3: 0.2967 loss_bbox_3: 0.1916 loss_giou_3: 0.3485 loss_ce_4: 0.2916 loss_bbox_4: 0.1852 loss_giou_4: 0.3405 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:07] d2.utils.events INFO: eta: 16:08:55 iter: 242319 total_loss: 5.44 loss_ce: 0.2717 loss_bbox: 0.1643 loss_giou: 0.3176 loss_ce_0: 0.47 loss_bbox_0: 0.3021 loss_giou_0: 0.493 loss_ce_1: 0.3777 loss_bbox_1: 0.2009 loss_giou_1: 0.3588 loss_ce_2: 0.3021 loss_bbox_2: 0.1769 loss_giou_2: 0.33 loss_ce_3: 0.2878 loss_bbox_3: 0.1718 loss_giou_3: 0.3297 loss_ce_4: 0.2713 loss_bbox_4: 0.1679 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:12] d2.utils.events INFO: eta: 16:08:57 iter: 242339 total_loss: 5.822 loss_ce: 0.2885 loss_bbox: 0.1786 loss_giou: 0.3624 loss_ce_0: 0.4991 loss_bbox_0: 0.3045 loss_giou_0: 0.5496 loss_ce_1: 0.3951 loss_bbox_1: 0.2168 loss_giou_1: 0.4204 loss_ce_2: 0.3243 loss_bbox_2: 0.1943 loss_giou_2: 0.3919 loss_ce_3: 0.3018 loss_bbox_3: 0.1865 loss_giou_3: 0.376 loss_ce_4: 0.2932 loss_bbox_4: 0.1805 loss_giou_4: 0.364 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:18] d2.utils.events INFO: eta: 16:08:47 iter: 242359 total_loss: 5.708 loss_ce: 0.2741 loss_bbox: 0.1872 loss_giou: 0.364 loss_ce_0: 0.4998 loss_bbox_0: 0.312 loss_giou_0: 0.5413 loss_ce_1: 0.3791 loss_bbox_1: 0.2174 loss_giou_1: 0.3974 loss_ce_2: 0.315 loss_bbox_2: 0.1991 loss_giou_2: 0.3773 loss_ce_3: 0.286 loss_bbox_3: 0.1906 loss_giou_3: 0.3668 loss_ce_4: 0.2786 loss_bbox_4: 0.1882 loss_giou_4: 0.3656 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:24] d2.utils.events INFO: eta: 16:08:38 iter: 242379 total_loss: 5.577 loss_ce: 0.2913 loss_bbox: 0.1787 loss_giou: 0.3462 loss_ce_0: 0.4986 loss_bbox_0: 0.2978 loss_giou_0: 0.5142 loss_ce_1: 0.3903 loss_bbox_1: 0.2036 loss_giou_1: 0.3857 loss_ce_2: 0.3275 loss_bbox_2: 0.1855 loss_giou_2: 0.3609 loss_ce_3: 0.3028 loss_bbox_3: 0.1791 loss_giou_3: 0.3509 loss_ce_4: 0.2912 loss_bbox_4: 0.1794 loss_giou_4: 0.3499 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:29] d2.utils.events INFO: eta: 16:08:41 iter: 242399 total_loss: 5.488 loss_ce: 0.2858 loss_bbox: 0.1775 loss_giou: 0.3172 loss_ce_0: 0.5004 loss_bbox_0: 0.3081 loss_giou_0: 0.4927 loss_ce_1: 0.3877 loss_bbox_1: 0.2129 loss_giou_1: 0.363 loss_ce_2: 0.3277 loss_bbox_2: 0.1957 loss_giou_2: 0.3314 loss_ce_3: 0.3001 loss_bbox_3: 0.1936 loss_giou_3: 0.3242 loss_ce_4: 0.2981 loss_bbox_4: 0.1799 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:35] d2.utils.events INFO: eta: 16:08:37 iter: 242419 total_loss: 5.488 loss_ce: 0.2691 loss_bbox: 0.1737 loss_giou: 0.3241 loss_ce_0: 0.4914 loss_bbox_0: 0.3059 loss_giou_0: 0.4901 loss_ce_1: 0.3896 loss_bbox_1: 0.2032 loss_giou_1: 0.3619 loss_ce_2: 0.3096 loss_bbox_2: 0.189 loss_giou_2: 0.3384 loss_ce_3: 0.2859 loss_bbox_3: 0.183 loss_giou_3: 0.3343 loss_ce_4: 0.2701 loss_bbox_4: 0.1762 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:41] d2.utils.events INFO: eta: 16:08:20 iter: 242439 total_loss: 5.255 loss_ce: 0.2635 loss_bbox: 0.1728 loss_giou: 0.3211 loss_ce_0: 0.4868 loss_bbox_0: 0.2793 loss_giou_0: 0.4907 loss_ce_1: 0.3759 loss_bbox_1: 0.1964 loss_giou_1: 0.3592 loss_ce_2: 0.3197 loss_bbox_2: 0.19 loss_giou_2: 0.3366 loss_ce_3: 0.2863 loss_bbox_3: 0.1785 loss_giou_3: 0.3273 loss_ce_4: 0.2602 loss_bbox_4: 0.1751 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:46] d2.utils.events INFO: eta: 16:08:15 iter: 242459 total_loss: 5.218 loss_ce: 0.2622 loss_bbox: 0.1599 loss_giou: 0.3132 loss_ce_0: 0.4585 loss_bbox_0: 0.2806 loss_giou_0: 0.4893 loss_ce_1: 0.3586 loss_bbox_1: 0.1888 loss_giou_1: 0.3644 loss_ce_2: 0.2975 loss_bbox_2: 0.1687 loss_giou_2: 0.3354 loss_ce_3: 0.2714 loss_bbox_3: 0.1683 loss_giou_3: 0.3223 loss_ce_4: 0.2534 loss_bbox_4: 0.1604 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:52] d2.utils.events INFO: eta: 16:08:09 iter: 242479 total_loss: 5.604 loss_ce: 0.2731 loss_bbox: 0.1839 loss_giou: 0.3403 loss_ce_0: 0.5026 loss_bbox_0: 0.3149 loss_giou_0: 0.5343 loss_ce_1: 0.3952 loss_bbox_1: 0.2145 loss_giou_1: 0.3963 loss_ce_2: 0.3272 loss_bbox_2: 0.1967 loss_giou_2: 0.3574 loss_ce_3: 0.2953 loss_bbox_3: 0.1859 loss_giou_3: 0.3487 loss_ce_4: 0.2703 loss_bbox_4: 0.1857 loss_giou_4: 0.3409 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 08:59:58] d2.utils.events INFO: eta: 16:08:13 iter: 242499 total_loss: 5.504 loss_ce: 0.2764 loss_bbox: 0.1655 loss_giou: 0.335 loss_ce_0: 0.49 loss_bbox_0: 0.2875 loss_giou_0: 0.5115 loss_ce_1: 0.3774 loss_bbox_1: 0.1951 loss_giou_1: 0.3791 loss_ce_2: 0.3263 loss_bbox_2: 0.1786 loss_giou_2: 0.3503 loss_ce_3: 0.2926 loss_bbox_3: 0.1707 loss_giou_3: 0.3453 loss_ce_4: 0.282 loss_bbox_4: 0.167 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:03] d2.utils.events INFO: eta: 16:07:59 iter: 242519 total_loss: 5.178 loss_ce: 0.2609 loss_bbox: 0.1688 loss_giou: 0.3233 loss_ce_0: 0.4919 loss_bbox_0: 0.2886 loss_giou_0: 0.5099 loss_ce_1: 0.3703 loss_bbox_1: 0.1958 loss_giou_1: 0.3697 loss_ce_2: 0.306 loss_bbox_2: 0.1814 loss_giou_2: 0.3402 loss_ce_3: 0.2744 loss_bbox_3: 0.1767 loss_giou_3: 0.3224 loss_ce_4: 0.2596 loss_bbox_4: 0.168 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:09] d2.utils.events INFO: eta: 16:07:45 iter: 242539 total_loss: 5.638 loss_ce: 0.2807 loss_bbox: 0.1821 loss_giou: 0.3567 loss_ce_0: 0.4863 loss_bbox_0: 0.2939 loss_giou_0: 0.5184 loss_ce_1: 0.3844 loss_bbox_1: 0.2033 loss_giou_1: 0.4054 loss_ce_2: 0.3161 loss_bbox_2: 0.1918 loss_giou_2: 0.3791 loss_ce_3: 0.2925 loss_bbox_3: 0.1865 loss_giou_3: 0.3631 loss_ce_4: 0.2816 loss_bbox_4: 0.1834 loss_giou_4: 0.3565 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:15] d2.utils.events INFO: eta: 16:07:40 iter: 242559 total_loss: 5.491 loss_ce: 0.2798 loss_bbox: 0.1709 loss_giou: 0.3254 loss_ce_0: 0.4806 loss_bbox_0: 0.3053 loss_giou_0: 0.4952 loss_ce_1: 0.3778 loss_bbox_1: 0.2034 loss_giou_1: 0.3762 loss_ce_2: 0.3182 loss_bbox_2: 0.1778 loss_giou_2: 0.3436 loss_ce_3: 0.2863 loss_bbox_3: 0.1731 loss_giou_3: 0.3335 loss_ce_4: 0.2808 loss_bbox_4: 0.1726 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:20] d2.utils.events INFO: eta: 16:07:37 iter: 242579 total_loss: 5.674 loss_ce: 0.2695 loss_bbox: 0.1683 loss_giou: 0.3498 loss_ce_0: 0.4839 loss_bbox_0: 0.3027 loss_giou_0: 0.539 loss_ce_1: 0.381 loss_bbox_1: 0.2015 loss_giou_1: 0.4039 loss_ce_2: 0.315 loss_bbox_2: 0.1815 loss_giou_2: 0.3652 loss_ce_3: 0.2768 loss_bbox_3: 0.1788 loss_giou_3: 0.363 loss_ce_4: 0.2625 loss_bbox_4: 0.1724 loss_giou_4: 0.358 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:26] d2.utils.events INFO: eta: 16:07:48 iter: 242599 total_loss: 5.483 loss_ce: 0.2661 loss_bbox: 0.1863 loss_giou: 0.3245 loss_ce_0: 0.4956 loss_bbox_0: 0.3061 loss_giou_0: 0.4976 loss_ce_1: 0.3746 loss_bbox_1: 0.2158 loss_giou_1: 0.3771 loss_ce_2: 0.311 loss_bbox_2: 0.1955 loss_giou_2: 0.3475 loss_ce_3: 0.2935 loss_bbox_3: 0.1954 loss_giou_3: 0.3404 loss_ce_4: 0.2713 loss_bbox_4: 0.1906 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:32] d2.utils.events INFO: eta: 16:07:45 iter: 242619 total_loss: 5.509 loss_ce: 0.2906 loss_bbox: 0.1805 loss_giou: 0.3373 loss_ce_0: 0.4936 loss_bbox_0: 0.3013 loss_giou_0: 0.5227 loss_ce_1: 0.398 loss_bbox_1: 0.2039 loss_giou_1: 0.3761 loss_ce_2: 0.3356 loss_bbox_2: 0.1931 loss_giou_2: 0.3537 loss_ce_3: 0.3006 loss_bbox_3: 0.1853 loss_giou_3: 0.3427 loss_ce_4: 0.2881 loss_bbox_4: 0.1832 loss_giou_4: 0.3384 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:37] d2.utils.events INFO: eta: 16:07:53 iter: 242639 total_loss: 5.463 loss_ce: 0.2796 loss_bbox: 0.1759 loss_giou: 0.3277 loss_ce_0: 0.4831 loss_bbox_0: 0.3115 loss_giou_0: 0.537 loss_ce_1: 0.3807 loss_bbox_1: 0.2088 loss_giou_1: 0.3847 loss_ce_2: 0.3179 loss_bbox_2: 0.1925 loss_giou_2: 0.3535 loss_ce_3: 0.286 loss_bbox_3: 0.1795 loss_giou_3: 0.3357 loss_ce_4: 0.2771 loss_bbox_4: 0.1772 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:43] d2.utils.events INFO: eta: 16:07:29 iter: 242659 total_loss: 5.34 loss_ce: 0.278 loss_bbox: 0.1772 loss_giou: 0.3062 loss_ce_0: 0.4821 loss_bbox_0: 0.2948 loss_giou_0: 0.4552 loss_ce_1: 0.3742 loss_bbox_1: 0.2122 loss_giou_1: 0.3519 loss_ce_2: 0.3176 loss_bbox_2: 0.1871 loss_giou_2: 0.328 loss_ce_3: 0.2847 loss_bbox_3: 0.1859 loss_giou_3: 0.3192 loss_ce_4: 0.2805 loss_bbox_4: 0.178 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:49] d2.utils.events INFO: eta: 16:07:22 iter: 242679 total_loss: 5.631 loss_ce: 0.2769 loss_bbox: 0.1807 loss_giou: 0.3351 loss_ce_0: 0.4747 loss_bbox_0: 0.3146 loss_giou_0: 0.5107 loss_ce_1: 0.3733 loss_bbox_1: 0.2113 loss_giou_1: 0.3832 loss_ce_2: 0.3146 loss_bbox_2: 0.1966 loss_giou_2: 0.3611 loss_ce_3: 0.2846 loss_bbox_3: 0.1883 loss_giou_3: 0.3479 loss_ce_4: 0.2748 loss_bbox_4: 0.1804 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:00:54] d2.utils.events INFO: eta: 16:07:17 iter: 242699 total_loss: 5.453 loss_ce: 0.2854 loss_bbox: 0.1682 loss_giou: 0.3367 loss_ce_0: 0.495 loss_bbox_0: 0.2944 loss_giou_0: 0.5329 loss_ce_1: 0.3798 loss_bbox_1: 0.202 loss_giou_1: 0.3864 loss_ce_2: 0.3264 loss_bbox_2: 0.1847 loss_giou_2: 0.3509 loss_ce_3: 0.305 loss_bbox_3: 0.1794 loss_giou_3: 0.3456 loss_ce_4: 0.2901 loss_bbox_4: 0.1714 loss_giou_4: 0.3444 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:00] d2.utils.events INFO: eta: 16:07:14 iter: 242719 total_loss: 6.008 loss_ce: 0.3036 loss_bbox: 0.1835 loss_giou: 0.3636 loss_ce_0: 0.511 loss_bbox_0: 0.3156 loss_giou_0: 0.5565 loss_ce_1: 0.4133 loss_bbox_1: 0.229 loss_giou_1: 0.4147 loss_ce_2: 0.3514 loss_bbox_2: 0.211 loss_giou_2: 0.3809 loss_ce_3: 0.3234 loss_bbox_3: 0.1948 loss_giou_3: 0.3788 loss_ce_4: 0.308 loss_bbox_4: 0.1851 loss_giou_4: 0.3713 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:06] d2.utils.events INFO: eta: 16:07:16 iter: 242739 total_loss: 5.624 loss_ce: 0.2745 loss_bbox: 0.187 loss_giou: 0.3333 loss_ce_0: 0.4924 loss_bbox_0: 0.3089 loss_giou_0: 0.501 loss_ce_1: 0.3769 loss_bbox_1: 0.2128 loss_giou_1: 0.3717 loss_ce_2: 0.3178 loss_bbox_2: 0.1969 loss_giou_2: 0.3412 loss_ce_3: 0.2896 loss_bbox_3: 0.1886 loss_giou_3: 0.3313 loss_ce_4: 0.2807 loss_bbox_4: 0.193 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:11] d2.utils.events INFO: eta: 16:07:01 iter: 242759 total_loss: 5.776 loss_ce: 0.2872 loss_bbox: 0.1885 loss_giou: 0.3649 loss_ce_0: 0.4943 loss_bbox_0: 0.3109 loss_giou_0: 0.5409 loss_ce_1: 0.3912 loss_bbox_1: 0.2163 loss_giou_1: 0.4058 loss_ce_2: 0.3358 loss_bbox_2: 0.1953 loss_giou_2: 0.3767 loss_ce_3: 0.3092 loss_bbox_3: 0.1923 loss_giou_3: 0.3785 loss_ce_4: 0.2913 loss_bbox_4: 0.1903 loss_giou_4: 0.3715 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:17] d2.utils.events INFO: eta: 16:06:58 iter: 242779 total_loss: 5.624 loss_ce: 0.2779 loss_bbox: 0.1831 loss_giou: 0.345 loss_ce_0: 0.485 loss_bbox_0: 0.2916 loss_giou_0: 0.5408 loss_ce_1: 0.3707 loss_bbox_1: 0.2074 loss_giou_1: 0.4029 loss_ce_2: 0.324 loss_bbox_2: 0.1886 loss_giou_2: 0.3633 loss_ce_3: 0.2978 loss_bbox_3: 0.1877 loss_giou_3: 0.3573 loss_ce_4: 0.2801 loss_bbox_4: 0.1866 loss_giou_4: 0.3464 time: 0.2800 data_time: 0.0353 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:23] d2.utils.events INFO: eta: 16:06:49 iter: 242799 total_loss: 5.952 loss_ce: 0.3095 loss_bbox: 0.1958 loss_giou: 0.3311 loss_ce_0: 0.5254 loss_bbox_0: 0.3234 loss_giou_0: 0.5105 loss_ce_1: 0.4133 loss_bbox_1: 0.227 loss_giou_1: 0.381 loss_ce_2: 0.346 loss_bbox_2: 0.2041 loss_giou_2: 0.3469 loss_ce_3: 0.318 loss_bbox_3: 0.1977 loss_giou_3: 0.335 loss_ce_4: 0.3074 loss_bbox_4: 0.1974 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:28] d2.utils.events INFO: eta: 16:06:41 iter: 242819 total_loss: 5.817 loss_ce: 0.297 loss_bbox: 0.1882 loss_giou: 0.3348 loss_ce_0: 0.4946 loss_bbox_0: 0.315 loss_giou_0: 0.5207 loss_ce_1: 0.4078 loss_bbox_1: 0.219 loss_giou_1: 0.3961 loss_ce_2: 0.3393 loss_bbox_2: 0.1954 loss_giou_2: 0.3604 loss_ce_3: 0.3148 loss_bbox_3: 0.1952 loss_giou_3: 0.342 loss_ce_4: 0.2975 loss_bbox_4: 0.1931 loss_giou_4: 0.3348 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:34] d2.utils.events INFO: eta: 16:06:38 iter: 242839 total_loss: 5.791 loss_ce: 0.2723 loss_bbox: 0.1915 loss_giou: 0.3568 loss_ce_0: 0.5211 loss_bbox_0: 0.3101 loss_giou_0: 0.5336 loss_ce_1: 0.4012 loss_bbox_1: 0.2208 loss_giou_1: 0.3963 loss_ce_2: 0.3327 loss_bbox_2: 0.2039 loss_giou_2: 0.3604 loss_ce_3: 0.296 loss_bbox_3: 0.1952 loss_giou_3: 0.3593 loss_ce_4: 0.2836 loss_bbox_4: 0.1903 loss_giou_4: 0.3485 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:40] d2.utils.events INFO: eta: 16:06:27 iter: 242859 total_loss: 5.628 loss_ce: 0.2896 loss_bbox: 0.1706 loss_giou: 0.334 loss_ce_0: 0.5029 loss_bbox_0: 0.2957 loss_giou_0: 0.5313 loss_ce_1: 0.3907 loss_bbox_1: 0.2055 loss_giou_1: 0.3834 loss_ce_2: 0.3385 loss_bbox_2: 0.1811 loss_giou_2: 0.3685 loss_ce_3: 0.3015 loss_bbox_3: 0.1741 loss_giou_3: 0.3445 loss_ce_4: 0.2919 loss_bbox_4: 0.1724 loss_giou_4: 0.3441 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:45] d2.utils.events INFO: eta: 16:06:27 iter: 242879 total_loss: 5.611 loss_ce: 0.2764 loss_bbox: 0.1758 loss_giou: 0.3316 loss_ce_0: 0.4925 loss_bbox_0: 0.3027 loss_giou_0: 0.5111 loss_ce_1: 0.3775 loss_bbox_1: 0.2147 loss_giou_1: 0.3753 loss_ce_2: 0.3219 loss_bbox_2: 0.1919 loss_giou_2: 0.3458 loss_ce_3: 0.2873 loss_bbox_3: 0.183 loss_giou_3: 0.3368 loss_ce_4: 0.2754 loss_bbox_4: 0.1769 loss_giou_4: 0.3337 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:51] d2.utils.events INFO: eta: 16:06:22 iter: 242899 total_loss: 5.397 loss_ce: 0.2743 loss_bbox: 0.1814 loss_giou: 0.307 loss_ce_0: 0.5093 loss_bbox_0: 0.3032 loss_giou_0: 0.4794 loss_ce_1: 0.4106 loss_bbox_1: 0.2063 loss_giou_1: 0.3472 loss_ce_2: 0.352 loss_bbox_2: 0.1899 loss_giou_2: 0.3295 loss_ce_3: 0.2991 loss_bbox_3: 0.1847 loss_giou_3: 0.3191 loss_ce_4: 0.2794 loss_bbox_4: 0.1848 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 09:01:56] d2.utils.events INFO: eta: 16:06:18 iter: 242919 total_loss: 5.403 loss_ce: 0.2696 loss_bbox: 0.1834 loss_giou: 0.3139 loss_ce_0: 0.4745 loss_bbox_0: 0.3088 loss_giou_0: 0.474 loss_ce_1: 0.3778 loss_bbox_1: 0.2183 loss_giou_1: 0.352 loss_ce_2: 0.3161 loss_bbox_2: 0.1971 loss_giou_2: 0.3275 loss_ce_3: 0.281 loss_bbox_3: 0.1922 loss_giou_3: 0.3239 loss_ce_4: 0.273 loss_bbox_4: 0.1873 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:02] d2.utils.events INFO: eta: 16:06:18 iter: 242939 total_loss: 5.309 loss_ce: 0.2676 loss_bbox: 0.1655 loss_giou: 0.3353 loss_ce_0: 0.4855 loss_bbox_0: 0.2995 loss_giou_0: 0.511 loss_ce_1: 0.3835 loss_bbox_1: 0.2055 loss_giou_1: 0.3758 loss_ce_2: 0.3133 loss_bbox_2: 0.187 loss_giou_2: 0.3566 loss_ce_3: 0.2882 loss_bbox_3: 0.1786 loss_giou_3: 0.3519 loss_ce_4: 0.2707 loss_bbox_4: 0.1684 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:08] d2.utils.events INFO: eta: 16:06:08 iter: 242959 total_loss: 5.3 loss_ce: 0.2742 loss_bbox: 0.1754 loss_giou: 0.318 loss_ce_0: 0.5075 loss_bbox_0: 0.2954 loss_giou_0: 0.509 loss_ce_1: 0.3823 loss_bbox_1: 0.2109 loss_giou_1: 0.3631 loss_ce_2: 0.3135 loss_bbox_2: 0.1882 loss_giou_2: 0.3358 loss_ce_3: 0.289 loss_bbox_3: 0.1824 loss_giou_3: 0.3274 loss_ce_4: 0.2834 loss_bbox_4: 0.176 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:14] d2.utils.events INFO: eta: 16:06:07 iter: 242979 total_loss: 5.807 loss_ce: 0.2851 loss_bbox: 0.1849 loss_giou: 0.3459 loss_ce_0: 0.4822 loss_bbox_0: 0.3196 loss_giou_0: 0.5316 loss_ce_1: 0.3898 loss_bbox_1: 0.2265 loss_giou_1: 0.3996 loss_ce_2: 0.3291 loss_bbox_2: 0.2006 loss_giou_2: 0.3669 loss_ce_3: 0.2949 loss_bbox_3: 0.1908 loss_giou_3: 0.3563 loss_ce_4: 0.2849 loss_bbox_4: 0.1842 loss_giou_4: 0.3476 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:19] d2.utils.events INFO: eta: 16:05:57 iter: 242999 total_loss: 5.525 loss_ce: 0.2793 loss_bbox: 0.1826 loss_giou: 0.3133 loss_ce_0: 0.4903 loss_bbox_0: 0.2938 loss_giou_0: 0.4944 loss_ce_1: 0.3754 loss_bbox_1: 0.2031 loss_giou_1: 0.3728 loss_ce_2: 0.3198 loss_bbox_2: 0.1883 loss_giou_2: 0.3358 loss_ce_3: 0.2934 loss_bbox_3: 0.1859 loss_giou_3: 0.3246 loss_ce_4: 0.2781 loss_bbox_4: 0.1859 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:25] d2.utils.events INFO: eta: 16:05:42 iter: 243019 total_loss: 5.707 loss_ce: 0.2916 loss_bbox: 0.1891 loss_giou: 0.3514 loss_ce_0: 0.503 loss_bbox_0: 0.3061 loss_giou_0: 0.5398 loss_ce_1: 0.3848 loss_bbox_1: 0.215 loss_giou_1: 0.407 loss_ce_2: 0.3263 loss_bbox_2: 0.2024 loss_giou_2: 0.3747 loss_ce_3: 0.3058 loss_bbox_3: 0.1912 loss_giou_3: 0.3586 loss_ce_4: 0.2917 loss_bbox_4: 0.1892 loss_giou_4: 0.3589 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:30] d2.utils.events INFO: eta: 16:05:34 iter: 243039 total_loss: 5.528 loss_ce: 0.2633 loss_bbox: 0.1654 loss_giou: 0.3421 loss_ce_0: 0.4812 loss_bbox_0: 0.2847 loss_giou_0: 0.5405 loss_ce_1: 0.3803 loss_bbox_1: 0.1893 loss_giou_1: 0.3954 loss_ce_2: 0.3029 loss_bbox_2: 0.176 loss_giou_2: 0.3633 loss_ce_3: 0.2763 loss_bbox_3: 0.1723 loss_giou_3: 0.349 loss_ce_4: 0.2702 loss_bbox_4: 0.1693 loss_giou_4: 0.3486 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:36] d2.utils.events INFO: eta: 16:05:23 iter: 243059 total_loss: 5.626 loss_ce: 0.2907 loss_bbox: 0.178 loss_giou: 0.3305 loss_ce_0: 0.4965 loss_bbox_0: 0.2996 loss_giou_0: 0.5076 loss_ce_1: 0.3862 loss_bbox_1: 0.2094 loss_giou_1: 0.38 loss_ce_2: 0.3356 loss_bbox_2: 0.1915 loss_giou_2: 0.353 loss_ce_3: 0.3017 loss_bbox_3: 0.1839 loss_giou_3: 0.3348 loss_ce_4: 0.2969 loss_bbox_4: 0.1835 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:42] d2.utils.events INFO: eta: 16:05:23 iter: 243079 total_loss: 5.682 loss_ce: 0.29 loss_bbox: 0.1849 loss_giou: 0.3429 loss_ce_0: 0.4906 loss_bbox_0: 0.3056 loss_giou_0: 0.5115 loss_ce_1: 0.3873 loss_bbox_1: 0.2187 loss_giou_1: 0.3817 loss_ce_2: 0.3262 loss_bbox_2: 0.1949 loss_giou_2: 0.3507 loss_ce_3: 0.2891 loss_bbox_3: 0.1906 loss_giou_3: 0.3538 loss_ce_4: 0.2867 loss_bbox_4: 0.185 loss_giou_4: 0.3443 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:47] d2.utils.events INFO: eta: 16:05:23 iter: 243099 total_loss: 5.342 loss_ce: 0.2627 loss_bbox: 0.1674 loss_giou: 0.3224 loss_ce_0: 0.4943 loss_bbox_0: 0.3087 loss_giou_0: 0.5277 loss_ce_1: 0.3833 loss_bbox_1: 0.2065 loss_giou_1: 0.3655 loss_ce_2: 0.3183 loss_bbox_2: 0.1828 loss_giou_2: 0.3344 loss_ce_3: 0.2765 loss_bbox_3: 0.1772 loss_giou_3: 0.332 loss_ce_4: 0.2609 loss_bbox_4: 0.1627 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:53] d2.utils.events INFO: eta: 16:05:20 iter: 243119 total_loss: 5.591 loss_ce: 0.2754 loss_bbox: 0.1712 loss_giou: 0.3367 loss_ce_0: 0.4754 loss_bbox_0: 0.2947 loss_giou_0: 0.5283 loss_ce_1: 0.3821 loss_bbox_1: 0.203 loss_giou_1: 0.3814 loss_ce_2: 0.3176 loss_bbox_2: 0.1918 loss_giou_2: 0.3536 loss_ce_3: 0.2845 loss_bbox_3: 0.1787 loss_giou_3: 0.3464 loss_ce_4: 0.2743 loss_bbox_4: 0.1744 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 09:02:59] d2.utils.events INFO: eta: 16:05:12 iter: 243139 total_loss: 5.833 loss_ce: 0.2933 loss_bbox: 0.2018 loss_giou: 0.3457 loss_ce_0: 0.5057 loss_bbox_0: 0.321 loss_giou_0: 0.5126 loss_ce_1: 0.3886 loss_bbox_1: 0.2312 loss_giou_1: 0.3909 loss_ce_2: 0.3328 loss_bbox_2: 0.214 loss_giou_2: 0.3569 loss_ce_3: 0.3062 loss_bbox_3: 0.2077 loss_giou_3: 0.3536 loss_ce_4: 0.3011 loss_bbox_4: 0.2018 loss_giou_4: 0.3481 time: 0.2800 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:04] d2.utils.events INFO: eta: 16:05:03 iter: 243159 total_loss: 5.606 loss_ce: 0.2893 loss_bbox: 0.1744 loss_giou: 0.3347 loss_ce_0: 0.5061 loss_bbox_0: 0.2995 loss_giou_0: 0.5249 loss_ce_1: 0.3989 loss_bbox_1: 0.2074 loss_giou_1: 0.3914 loss_ce_2: 0.3332 loss_bbox_2: 0.1875 loss_giou_2: 0.3571 loss_ce_3: 0.2975 loss_bbox_3: 0.184 loss_giou_3: 0.348 loss_ce_4: 0.2853 loss_bbox_4: 0.1798 loss_giou_4: 0.3398 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:10] d2.utils.events INFO: eta: 16:05:02 iter: 243179 total_loss: 5.89 loss_ce: 0.3203 loss_bbox: 0.1874 loss_giou: 0.3332 loss_ce_0: 0.504 loss_bbox_0: 0.3047 loss_giou_0: 0.5273 loss_ce_1: 0.41 loss_bbox_1: 0.2201 loss_giou_1: 0.3811 loss_ce_2: 0.3552 loss_bbox_2: 0.1998 loss_giou_2: 0.3546 loss_ce_3: 0.329 loss_bbox_3: 0.1944 loss_giou_3: 0.344 loss_ce_4: 0.3188 loss_bbox_4: 0.1893 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:16] d2.utils.events INFO: eta: 16:04:55 iter: 243199 total_loss: 5.414 loss_ce: 0.2698 loss_bbox: 0.1809 loss_giou: 0.3382 loss_ce_0: 0.4624 loss_bbox_0: 0.2998 loss_giou_0: 0.5349 loss_ce_1: 0.3808 loss_bbox_1: 0.2205 loss_giou_1: 0.3774 loss_ce_2: 0.3019 loss_bbox_2: 0.1886 loss_giou_2: 0.3513 loss_ce_3: 0.2779 loss_bbox_3: 0.1853 loss_giou_3: 0.3435 loss_ce_4: 0.2716 loss_bbox_4: 0.1823 loss_giou_4: 0.3369 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:21] d2.utils.events INFO: eta: 16:04:42 iter: 243219 total_loss: 5.481 loss_ce: 0.2778 loss_bbox: 0.1837 loss_giou: 0.3158 loss_ce_0: 0.4843 loss_bbox_0: 0.304 loss_giou_0: 0.4984 loss_ce_1: 0.378 loss_bbox_1: 0.2077 loss_giou_1: 0.3481 loss_ce_2: 0.3216 loss_bbox_2: 0.1929 loss_giou_2: 0.3298 loss_ce_3: 0.2792 loss_bbox_3: 0.1876 loss_giou_3: 0.3189 loss_ce_4: 0.2702 loss_bbox_4: 0.1831 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:27] d2.utils.events INFO: eta: 16:04:39 iter: 243239 total_loss: 5.686 loss_ce: 0.2719 loss_bbox: 0.1817 loss_giou: 0.3495 loss_ce_0: 0.4943 loss_bbox_0: 0.3104 loss_giou_0: 0.5208 loss_ce_1: 0.3798 loss_bbox_1: 0.2181 loss_giou_1: 0.4009 loss_ce_2: 0.3152 loss_bbox_2: 0.1965 loss_giou_2: 0.3633 loss_ce_3: 0.2859 loss_bbox_3: 0.1902 loss_giou_3: 0.3551 loss_ce_4: 0.2728 loss_bbox_4: 0.184 loss_giou_4: 0.3515 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:33] d2.utils.events INFO: eta: 16:04:42 iter: 243259 total_loss: 5.443 loss_ce: 0.2579 loss_bbox: 0.172 loss_giou: 0.3231 loss_ce_0: 0.4719 loss_bbox_0: 0.2937 loss_giou_0: 0.5077 loss_ce_1: 0.3681 loss_bbox_1: 0.2074 loss_giou_1: 0.371 loss_ce_2: 0.3131 loss_bbox_2: 0.1875 loss_giou_2: 0.3424 loss_ce_3: 0.2711 loss_bbox_3: 0.1723 loss_giou_3: 0.3352 loss_ce_4: 0.2619 loss_bbox_4: 0.1726 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:38] d2.utils.events INFO: eta: 16:04:43 iter: 243279 total_loss: 5.779 loss_ce: 0.2887 loss_bbox: 0.1942 loss_giou: 0.345 loss_ce_0: 0.489 loss_bbox_0: 0.322 loss_giou_0: 0.5157 loss_ce_1: 0.3929 loss_bbox_1: 0.2271 loss_giou_1: 0.39 loss_ce_2: 0.3309 loss_bbox_2: 0.2049 loss_giou_2: 0.363 loss_ce_3: 0.2976 loss_bbox_3: 0.1952 loss_giou_3: 0.3514 loss_ce_4: 0.2889 loss_bbox_4: 0.1962 loss_giou_4: 0.349 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:44] d2.utils.events INFO: eta: 16:04:42 iter: 243299 total_loss: 5.719 loss_ce: 0.2812 loss_bbox: 0.1763 loss_giou: 0.3436 loss_ce_0: 0.4766 loss_bbox_0: 0.2977 loss_giou_0: 0.5041 loss_ce_1: 0.3904 loss_bbox_1: 0.2042 loss_giou_1: 0.3887 loss_ce_2: 0.321 loss_bbox_2: 0.1837 loss_giou_2: 0.3548 loss_ce_3: 0.2935 loss_bbox_3: 0.1816 loss_giou_3: 0.3484 loss_ce_4: 0.3005 loss_bbox_4: 0.1788 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:50] d2.utils.events INFO: eta: 16:04:53 iter: 243319 total_loss: 5.511 loss_ce: 0.2672 loss_bbox: 0.1851 loss_giou: 0.3304 loss_ce_0: 0.4796 loss_bbox_0: 0.3185 loss_giou_0: 0.5075 loss_ce_1: 0.3724 loss_bbox_1: 0.2246 loss_giou_1: 0.3779 loss_ce_2: 0.3106 loss_bbox_2: 0.1997 loss_giou_2: 0.3529 loss_ce_3: 0.2812 loss_bbox_3: 0.1942 loss_giou_3: 0.347 loss_ce_4: 0.2717 loss_bbox_4: 0.1875 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 09:03:56] d2.utils.events INFO: eta: 16:05:27 iter: 243339 total_loss: 5.763 loss_ce: 0.2766 loss_bbox: 0.1689 loss_giou: 0.3371 loss_ce_0: 0.4958 loss_bbox_0: 0.2966 loss_giou_0: 0.5277 loss_ce_1: 0.3784 loss_bbox_1: 0.2056 loss_giou_1: 0.3936 loss_ce_2: 0.317 loss_bbox_2: 0.1813 loss_giou_2: 0.3598 loss_ce_3: 0.2887 loss_bbox_3: 0.1743 loss_giou_3: 0.3429 loss_ce_4: 0.282 loss_bbox_4: 0.1718 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:01] d2.utils.events INFO: eta: 16:05:17 iter: 243359 total_loss: 5.41 loss_ce: 0.2629 loss_bbox: 0.1828 loss_giou: 0.3306 loss_ce_0: 0.5062 loss_bbox_0: 0.2999 loss_giou_0: 0.5047 loss_ce_1: 0.3778 loss_bbox_1: 0.2112 loss_giou_1: 0.3865 loss_ce_2: 0.3148 loss_bbox_2: 0.191 loss_giou_2: 0.3483 loss_ce_3: 0.2819 loss_bbox_3: 0.1871 loss_giou_3: 0.3332 loss_ce_4: 0.2724 loss_bbox_4: 0.1827 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0352 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:07] d2.utils.events INFO: eta: 16:04:57 iter: 243379 total_loss: 5.561 loss_ce: 0.2697 loss_bbox: 0.1857 loss_giou: 0.3176 loss_ce_0: 0.4916 loss_bbox_0: 0.3058 loss_giou_0: 0.4888 loss_ce_1: 0.3769 loss_bbox_1: 0.2143 loss_giou_1: 0.3695 loss_ce_2: 0.3193 loss_bbox_2: 0.201 loss_giou_2: 0.3447 loss_ce_3: 0.288 loss_bbox_3: 0.1942 loss_giou_3: 0.3334 loss_ce_4: 0.2714 loss_bbox_4: 0.1908 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:13] d2.utils.events INFO: eta: 16:05:06 iter: 243399 total_loss: 5.509 loss_ce: 0.2649 loss_bbox: 0.1578 loss_giou: 0.3248 loss_ce_0: 0.492 loss_bbox_0: 0.287 loss_giou_0: 0.5024 loss_ce_1: 0.3839 loss_bbox_1: 0.1952 loss_giou_1: 0.3737 loss_ce_2: 0.3136 loss_bbox_2: 0.1742 loss_giou_2: 0.3422 loss_ce_3: 0.2835 loss_bbox_3: 0.1662 loss_giou_3: 0.3391 loss_ce_4: 0.2775 loss_bbox_4: 0.163 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:18] d2.utils.events INFO: eta: 16:05:14 iter: 243419 total_loss: 5.335 loss_ce: 0.2435 loss_bbox: 0.1806 loss_giou: 0.3271 loss_ce_0: 0.4605 loss_bbox_0: 0.2908 loss_giou_0: 0.4934 loss_ce_1: 0.3613 loss_bbox_1: 0.2 loss_giou_1: 0.37 loss_ce_2: 0.3046 loss_bbox_2: 0.1918 loss_giou_2: 0.3533 loss_ce_3: 0.2619 loss_bbox_3: 0.1885 loss_giou_3: 0.3385 loss_ce_4: 0.2489 loss_bbox_4: 0.1848 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:24] d2.utils.events INFO: eta: 16:04:47 iter: 243439 total_loss: 5.631 loss_ce: 0.2884 loss_bbox: 0.1802 loss_giou: 0.3341 loss_ce_0: 0.5008 loss_bbox_0: 0.3001 loss_giou_0: 0.5096 loss_ce_1: 0.3906 loss_bbox_1: 0.207 loss_giou_1: 0.386 loss_ce_2: 0.3258 loss_bbox_2: 0.1875 loss_giou_2: 0.3589 loss_ce_3: 0.2873 loss_bbox_3: 0.182 loss_giou_3: 0.3437 loss_ce_4: 0.2922 loss_bbox_4: 0.1825 loss_giou_4: 0.3436 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:30] d2.utils.events INFO: eta: 16:04:35 iter: 243459 total_loss: 5.498 loss_ce: 0.282 loss_bbox: 0.1851 loss_giou: 0.3362 loss_ce_0: 0.4897 loss_bbox_0: 0.3004 loss_giou_0: 0.5265 loss_ce_1: 0.3792 loss_bbox_1: 0.2081 loss_giou_1: 0.3882 loss_ce_2: 0.319 loss_bbox_2: 0.1931 loss_giou_2: 0.3568 loss_ce_3: 0.2893 loss_bbox_3: 0.1873 loss_giou_3: 0.3496 loss_ce_4: 0.2811 loss_bbox_4: 0.186 loss_giou_4: 0.3414 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:35] d2.utils.events INFO: eta: 16:05:15 iter: 243479 total_loss: 5.519 loss_ce: 0.2848 loss_bbox: 0.1743 loss_giou: 0.3244 loss_ce_0: 0.4936 loss_bbox_0: 0.3015 loss_giou_0: 0.4877 loss_ce_1: 0.3899 loss_bbox_1: 0.2061 loss_giou_1: 0.3681 loss_ce_2: 0.3252 loss_bbox_2: 0.1873 loss_giou_2: 0.3418 loss_ce_3: 0.2968 loss_bbox_3: 0.1799 loss_giou_3: 0.3324 loss_ce_4: 0.2894 loss_bbox_4: 0.1806 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:41] d2.utils.events INFO: eta: 16:04:52 iter: 243499 total_loss: 5.55 loss_ce: 0.2903 loss_bbox: 0.1823 loss_giou: 0.3139 loss_ce_0: 0.4799 loss_bbox_0: 0.3089 loss_giou_0: 0.4911 loss_ce_1: 0.3783 loss_bbox_1: 0.212 loss_giou_1: 0.3608 loss_ce_2: 0.3298 loss_bbox_2: 0.1998 loss_giou_2: 0.3305 loss_ce_3: 0.292 loss_bbox_3: 0.185 loss_giou_3: 0.3193 loss_ce_4: 0.2857 loss_bbox_4: 0.1815 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:47] d2.utils.events INFO: eta: 16:04:54 iter: 243519 total_loss: 5.666 loss_ce: 0.2679 loss_bbox: 0.1798 loss_giou: 0.3558 loss_ce_0: 0.4779 loss_bbox_0: 0.306 loss_giou_0: 0.531 loss_ce_1: 0.3762 loss_bbox_1: 0.207 loss_giou_1: 0.393 loss_ce_2: 0.3099 loss_bbox_2: 0.1943 loss_giou_2: 0.3658 loss_ce_3: 0.2783 loss_bbox_3: 0.1914 loss_giou_3: 0.3585 loss_ce_4: 0.2677 loss_bbox_4: 0.1842 loss_giou_4: 0.354 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:52] d2.utils.events INFO: eta: 16:05:17 iter: 243539 total_loss: 5.878 loss_ce: 0.2885 loss_bbox: 0.1756 loss_giou: 0.35 loss_ce_0: 0.4997 loss_bbox_0: 0.3188 loss_giou_0: 0.5372 loss_ce_1: 0.3851 loss_bbox_1: 0.212 loss_giou_1: 0.3986 loss_ce_2: 0.3293 loss_bbox_2: 0.1885 loss_giou_2: 0.3667 loss_ce_3: 0.29 loss_bbox_3: 0.1794 loss_giou_3: 0.3578 loss_ce_4: 0.2893 loss_bbox_4: 0.1768 loss_giou_4: 0.3546 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 09:04:58] d2.utils.events INFO: eta: 16:04:49 iter: 243559 total_loss: 5.689 loss_ce: 0.2779 loss_bbox: 0.1982 loss_giou: 0.3235 loss_ce_0: 0.469 loss_bbox_0: 0.3079 loss_giou_0: 0.4924 loss_ce_1: 0.3727 loss_bbox_1: 0.2236 loss_giou_1: 0.3717 loss_ce_2: 0.3102 loss_bbox_2: 0.207 loss_giou_2: 0.3466 loss_ce_3: 0.2852 loss_bbox_3: 0.2027 loss_giou_3: 0.3384 loss_ce_4: 0.2884 loss_bbox_4: 0.2018 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:04] d2.utils.events INFO: eta: 16:04:19 iter: 243579 total_loss: 5.511 loss_ce: 0.2672 loss_bbox: 0.1685 loss_giou: 0.3298 loss_ce_0: 0.4966 loss_bbox_0: 0.2859 loss_giou_0: 0.5246 loss_ce_1: 0.3729 loss_bbox_1: 0.1981 loss_giou_1: 0.388 loss_ce_2: 0.3121 loss_bbox_2: 0.1803 loss_giou_2: 0.3543 loss_ce_3: 0.2927 loss_bbox_3: 0.1754 loss_giou_3: 0.3418 loss_ce_4: 0.2688 loss_bbox_4: 0.1707 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:09] d2.utils.events INFO: eta: 16:03:35 iter: 243599 total_loss: 5.242 loss_ce: 0.2658 loss_bbox: 0.1749 loss_giou: 0.3184 loss_ce_0: 0.4892 loss_bbox_0: 0.2945 loss_giou_0: 0.4682 loss_ce_1: 0.3573 loss_bbox_1: 0.2007 loss_giou_1: 0.3584 loss_ce_2: 0.3034 loss_bbox_2: 0.1887 loss_giou_2: 0.3312 loss_ce_3: 0.2777 loss_bbox_3: 0.1778 loss_giou_3: 0.3202 loss_ce_4: 0.2693 loss_bbox_4: 0.1721 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:15] d2.utils.events INFO: eta: 16:03:51 iter: 243619 total_loss: 5.387 loss_ce: 0.2675 loss_bbox: 0.1809 loss_giou: 0.3284 loss_ce_0: 0.4759 loss_bbox_0: 0.2971 loss_giou_0: 0.497 loss_ce_1: 0.3662 loss_bbox_1: 0.2088 loss_giou_1: 0.3743 loss_ce_2: 0.323 loss_bbox_2: 0.1931 loss_giou_2: 0.3427 loss_ce_3: 0.283 loss_bbox_3: 0.1859 loss_giou_3: 0.3328 loss_ce_4: 0.277 loss_bbox_4: 0.1824 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:21] d2.utils.events INFO: eta: 16:03:44 iter: 243639 total_loss: 5.822 loss_ce: 0.2998 loss_bbox: 0.1905 loss_giou: 0.3386 loss_ce_0: 0.5005 loss_bbox_0: 0.3139 loss_giou_0: 0.5124 loss_ce_1: 0.3878 loss_bbox_1: 0.2177 loss_giou_1: 0.3963 loss_ce_2: 0.3356 loss_bbox_2: 0.204 loss_giou_2: 0.3678 loss_ce_3: 0.3087 loss_bbox_3: 0.2012 loss_giou_3: 0.3545 loss_ce_4: 0.2964 loss_bbox_4: 0.1938 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:26] d2.utils.events INFO: eta: 16:04:02 iter: 243659 total_loss: 5.676 loss_ce: 0.3051 loss_bbox: 0.201 loss_giou: 0.3465 loss_ce_0: 0.5105 loss_bbox_0: 0.3188 loss_giou_0: 0.522 loss_ce_1: 0.4149 loss_bbox_1: 0.2352 loss_giou_1: 0.3929 loss_ce_2: 0.3401 loss_bbox_2: 0.2155 loss_giou_2: 0.362 loss_ce_3: 0.3118 loss_bbox_3: 0.2092 loss_giou_3: 0.3522 loss_ce_4: 0.3031 loss_bbox_4: 0.2006 loss_giou_4: 0.3487 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:32] d2.utils.events INFO: eta: 16:04:30 iter: 243679 total_loss: 5.382 loss_ce: 0.2712 loss_bbox: 0.1878 loss_giou: 0.3372 loss_ce_0: 0.4785 loss_bbox_0: 0.2999 loss_giou_0: 0.5405 loss_ce_1: 0.3714 loss_bbox_1: 0.2089 loss_giou_1: 0.39 loss_ce_2: 0.3115 loss_bbox_2: 0.1925 loss_giou_2: 0.3599 loss_ce_3: 0.2693 loss_bbox_3: 0.1911 loss_giou_3: 0.3485 loss_ce_4: 0.2726 loss_bbox_4: 0.19 loss_giou_4: 0.3395 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:38] d2.utils.events INFO: eta: 16:04:16 iter: 243699 total_loss: 5.617 loss_ce: 0.268 loss_bbox: 0.183 loss_giou: 0.3301 loss_ce_0: 0.4933 loss_bbox_0: 0.3152 loss_giou_0: 0.5177 loss_ce_1: 0.3707 loss_bbox_1: 0.2143 loss_giou_1: 0.387 loss_ce_2: 0.3172 loss_bbox_2: 0.1991 loss_giou_2: 0.3599 loss_ce_3: 0.2803 loss_bbox_3: 0.1913 loss_giou_3: 0.3382 loss_ce_4: 0.2681 loss_bbox_4: 0.1837 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:43] d2.utils.events INFO: eta: 16:04:04 iter: 243719 total_loss: 5.768 loss_ce: 0.2784 loss_bbox: 0.1835 loss_giou: 0.3337 loss_ce_0: 0.4887 loss_bbox_0: 0.3082 loss_giou_0: 0.5252 loss_ce_1: 0.3763 loss_bbox_1: 0.2113 loss_giou_1: 0.3824 loss_ce_2: 0.3125 loss_bbox_2: 0.1967 loss_giou_2: 0.3543 loss_ce_3: 0.2846 loss_bbox_3: 0.1904 loss_giou_3: 0.3412 loss_ce_4: 0.2741 loss_bbox_4: 0.1856 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:49] d2.utils.events INFO: eta: 16:03:55 iter: 243739 total_loss: 5.485 loss_ce: 0.2588 loss_bbox: 0.1783 loss_giou: 0.3298 loss_ce_0: 0.4692 loss_bbox_0: 0.3155 loss_giou_0: 0.5262 loss_ce_1: 0.3514 loss_bbox_1: 0.2265 loss_giou_1: 0.3706 loss_ce_2: 0.2973 loss_bbox_2: 0.2042 loss_giou_2: 0.3495 loss_ce_3: 0.2707 loss_bbox_3: 0.1876 loss_giou_3: 0.3434 loss_ce_4: 0.257 loss_bbox_4: 0.1825 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 09:05:55] d2.utils.events INFO: eta: 16:04:00 iter: 243759 total_loss: 5.46 loss_ce: 0.2718 loss_bbox: 0.1655 loss_giou: 0.3256 loss_ce_0: 0.4729 loss_bbox_0: 0.2935 loss_giou_0: 0.5362 loss_ce_1: 0.3765 loss_bbox_1: 0.1972 loss_giou_1: 0.3811 loss_ce_2: 0.3097 loss_bbox_2: 0.1763 loss_giou_2: 0.3539 loss_ce_3: 0.2795 loss_bbox_3: 0.1694 loss_giou_3: 0.3419 loss_ce_4: 0.2682 loss_bbox_4: 0.1675 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:00] d2.utils.events INFO: eta: 16:03:44 iter: 243779 total_loss: 5.632 loss_ce: 0.2822 loss_bbox: 0.1713 loss_giou: 0.3424 loss_ce_0: 0.4885 loss_bbox_0: 0.3091 loss_giou_0: 0.5198 loss_ce_1: 0.3871 loss_bbox_1: 0.208 loss_giou_1: 0.3951 loss_ce_2: 0.3133 loss_bbox_2: 0.2054 loss_giou_2: 0.3561 loss_ce_3: 0.2965 loss_bbox_3: 0.1788 loss_giou_3: 0.3526 loss_ce_4: 0.2915 loss_bbox_4: 0.174 loss_giou_4: 0.3473 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:06] d2.utils.events INFO: eta: 16:03:45 iter: 243799 total_loss: 5.628 loss_ce: 0.277 loss_bbox: 0.1749 loss_giou: 0.3399 loss_ce_0: 0.4887 loss_bbox_0: 0.3038 loss_giou_0: 0.5082 loss_ce_1: 0.3856 loss_bbox_1: 0.2034 loss_giou_1: 0.3729 loss_ce_2: 0.3175 loss_bbox_2: 0.1868 loss_giou_2: 0.3524 loss_ce_3: 0.2884 loss_bbox_3: 0.1808 loss_giou_3: 0.3475 loss_ce_4: 0.2862 loss_bbox_4: 0.1798 loss_giou_4: 0.3435 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:12] d2.utils.events INFO: eta: 16:03:50 iter: 243819 total_loss: 5.296 loss_ce: 0.2746 loss_bbox: 0.1769 loss_giou: 0.3339 loss_ce_0: 0.4752 loss_bbox_0: 0.3055 loss_giou_0: 0.5173 loss_ce_1: 0.3728 loss_bbox_1: 0.2168 loss_giou_1: 0.3792 loss_ce_2: 0.3154 loss_bbox_2: 0.2006 loss_giou_2: 0.3477 loss_ce_3: 0.2817 loss_bbox_3: 0.1898 loss_giou_3: 0.3421 loss_ce_4: 0.2694 loss_bbox_4: 0.1852 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:17] d2.utils.events INFO: eta: 16:04:08 iter: 243839 total_loss: 5.769 loss_ce: 0.3133 loss_bbox: 0.1876 loss_giou: 0.3425 loss_ce_0: 0.5212 loss_bbox_0: 0.3357 loss_giou_0: 0.5229 loss_ce_1: 0.4188 loss_bbox_1: 0.2254 loss_giou_1: 0.3891 loss_ce_2: 0.348 loss_bbox_2: 0.2019 loss_giou_2: 0.3586 loss_ce_3: 0.3222 loss_bbox_3: 0.1935 loss_giou_3: 0.3543 loss_ce_4: 0.317 loss_bbox_4: 0.1892 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:23] d2.utils.events INFO: eta: 16:04:00 iter: 243859 total_loss: 5.564 loss_ce: 0.2915 loss_bbox: 0.1797 loss_giou: 0.3221 loss_ce_0: 0.5059 loss_bbox_0: 0.3034 loss_giou_0: 0.5005 loss_ce_1: 0.3971 loss_bbox_1: 0.2066 loss_giou_1: 0.367 loss_ce_2: 0.3361 loss_bbox_2: 0.1902 loss_giou_2: 0.3364 loss_ce_3: 0.298 loss_bbox_3: 0.1865 loss_giou_3: 0.3313 loss_ce_4: 0.2927 loss_bbox_4: 0.1809 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:29] d2.utils.events INFO: eta: 16:03:34 iter: 243879 total_loss: 5.421 loss_ce: 0.2671 loss_bbox: 0.1744 loss_giou: 0.314 loss_ce_0: 0.4799 loss_bbox_0: 0.3151 loss_giou_0: 0.5109 loss_ce_1: 0.373 loss_bbox_1: 0.2095 loss_giou_1: 0.362 loss_ce_2: 0.3162 loss_bbox_2: 0.1877 loss_giou_2: 0.3317 loss_ce_3: 0.284 loss_bbox_3: 0.1789 loss_giou_3: 0.3254 loss_ce_4: 0.2708 loss_bbox_4: 0.1742 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:34] d2.utils.events INFO: eta: 16:03:36 iter: 243899 total_loss: 5.562 loss_ce: 0.2665 loss_bbox: 0.1766 loss_giou: 0.3488 loss_ce_0: 0.5018 loss_bbox_0: 0.2988 loss_giou_0: 0.5405 loss_ce_1: 0.385 loss_bbox_1: 0.2104 loss_giou_1: 0.3973 loss_ce_2: 0.3012 loss_bbox_2: 0.1951 loss_giou_2: 0.3627 loss_ce_3: 0.2693 loss_bbox_3: 0.1876 loss_giou_3: 0.3549 loss_ce_4: 0.2669 loss_bbox_4: 0.1796 loss_giou_4: 0.3534 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:40] d2.utils.events INFO: eta: 16:03:31 iter: 243919 total_loss: 5.446 loss_ce: 0.2856 loss_bbox: 0.1774 loss_giou: 0.3135 loss_ce_0: 0.499 loss_bbox_0: 0.3151 loss_giou_0: 0.4888 loss_ce_1: 0.3974 loss_bbox_1: 0.2078 loss_giou_1: 0.3564 loss_ce_2: 0.3252 loss_bbox_2: 0.1901 loss_giou_2: 0.3345 loss_ce_3: 0.2989 loss_bbox_3: 0.1854 loss_giou_3: 0.3276 loss_ce_4: 0.2922 loss_bbox_4: 0.1808 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:46] d2.utils.events INFO: eta: 16:03:17 iter: 243939 total_loss: 5.576 loss_ce: 0.2857 loss_bbox: 0.1741 loss_giou: 0.3229 loss_ce_0: 0.5025 loss_bbox_0: 0.3173 loss_giou_0: 0.5137 loss_ce_1: 0.3873 loss_bbox_1: 0.2134 loss_giou_1: 0.3645 loss_ce_2: 0.3193 loss_bbox_2: 0.1936 loss_giou_2: 0.3392 loss_ce_3: 0.2875 loss_bbox_3: 0.1814 loss_giou_3: 0.3251 loss_ce_4: 0.2845 loss_bbox_4: 0.1755 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:51] d2.utils.events INFO: eta: 16:03:11 iter: 243959 total_loss: 5.823 loss_ce: 0.2852 loss_bbox: 0.1889 loss_giou: 0.3522 loss_ce_0: 0.5122 loss_bbox_0: 0.3034 loss_giou_0: 0.5347 loss_ce_1: 0.4048 loss_bbox_1: 0.2111 loss_giou_1: 0.3973 loss_ce_2: 0.3304 loss_bbox_2: 0.1937 loss_giou_2: 0.3679 loss_ce_3: 0.2974 loss_bbox_3: 0.191 loss_giou_3: 0.3621 loss_ce_4: 0.2883 loss_bbox_4: 0.1913 loss_giou_4: 0.3545 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 09:06:57] d2.utils.events INFO: eta: 16:03:02 iter: 243979 total_loss: 5.497 loss_ce: 0.266 loss_bbox: 0.1836 loss_giou: 0.332 loss_ce_0: 0.4869 loss_bbox_0: 0.3182 loss_giou_0: 0.514 loss_ce_1: 0.3771 loss_bbox_1: 0.2148 loss_giou_1: 0.3723 loss_ce_2: 0.3006 loss_bbox_2: 0.2051 loss_giou_2: 0.3498 loss_ce_3: 0.2754 loss_bbox_3: 0.1942 loss_giou_3: 0.3492 loss_ce_4: 0.2633 loss_bbox_4: 0.1863 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:03] d2.utils.events INFO: eta: 16:03:12 iter: 243999 total_loss: 5.493 loss_ce: 0.268 loss_bbox: 0.1812 loss_giou: 0.3463 loss_ce_0: 0.488 loss_bbox_0: 0.2967 loss_giou_0: 0.5219 loss_ce_1: 0.3673 loss_bbox_1: 0.2087 loss_giou_1: 0.3936 loss_ce_2: 0.3039 loss_bbox_2: 0.1924 loss_giou_2: 0.3622 loss_ce_3: 0.2786 loss_bbox_3: 0.188 loss_giou_3: 0.3553 loss_ce_4: 0.2714 loss_bbox_4: 0.1838 loss_giou_4: 0.3522 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:08] d2.utils.events INFO: eta: 16:03:37 iter: 244019 total_loss: 5.72 loss_ce: 0.2725 loss_bbox: 0.1846 loss_giou: 0.3313 loss_ce_0: 0.4905 loss_bbox_0: 0.3069 loss_giou_0: 0.5029 loss_ce_1: 0.3987 loss_bbox_1: 0.2133 loss_giou_1: 0.3719 loss_ce_2: 0.3274 loss_bbox_2: 0.1968 loss_giou_2: 0.3461 loss_ce_3: 0.3033 loss_bbox_3: 0.1871 loss_giou_3: 0.3401 loss_ce_4: 0.2769 loss_bbox_4: 0.1823 loss_giou_4: 0.3345 time: 0.2800 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:14] d2.utils.events INFO: eta: 16:03:57 iter: 244039 total_loss: 5.549 loss_ce: 0.2681 loss_bbox: 0.1683 loss_giou: 0.3538 loss_ce_0: 0.4777 loss_bbox_0: 0.3019 loss_giou_0: 0.5459 loss_ce_1: 0.3841 loss_bbox_1: 0.2098 loss_giou_1: 0.4136 loss_ce_2: 0.3112 loss_bbox_2: 0.1853 loss_giou_2: 0.3791 loss_ce_3: 0.2813 loss_bbox_3: 0.1773 loss_giou_3: 0.3651 loss_ce_4: 0.2714 loss_bbox_4: 0.1753 loss_giou_4: 0.3558 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:20] d2.utils.events INFO: eta: 16:03:51 iter: 244059 total_loss: 5.262 loss_ce: 0.252 loss_bbox: 0.1729 loss_giou: 0.3073 loss_ce_0: 0.4718 loss_bbox_0: 0.3004 loss_giou_0: 0.4938 loss_ce_1: 0.3644 loss_bbox_1: 0.2102 loss_giou_1: 0.3578 loss_ce_2: 0.3023 loss_bbox_2: 0.1855 loss_giou_2: 0.3257 loss_ce_3: 0.2676 loss_bbox_3: 0.1778 loss_giou_3: 0.3139 loss_ce_4: 0.2533 loss_bbox_4: 0.1768 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:25] d2.utils.events INFO: eta: 16:03:24 iter: 244079 total_loss: 5.557 loss_ce: 0.271 loss_bbox: 0.1869 loss_giou: 0.3257 loss_ce_0: 0.4821 loss_bbox_0: 0.3086 loss_giou_0: 0.5058 loss_ce_1: 0.3827 loss_bbox_1: 0.217 loss_giou_1: 0.3615 loss_ce_2: 0.3119 loss_bbox_2: 0.2012 loss_giou_2: 0.338 loss_ce_3: 0.2835 loss_bbox_3: 0.1978 loss_giou_3: 0.3288 loss_ce_4: 0.2746 loss_bbox_4: 0.1863 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:31] d2.utils.events INFO: eta: 16:03:46 iter: 244099 total_loss: 5.41 loss_ce: 0.2643 loss_bbox: 0.1815 loss_giou: 0.3137 loss_ce_0: 0.472 loss_bbox_0: 0.3142 loss_giou_0: 0.4816 loss_ce_1: 0.3556 loss_bbox_1: 0.2224 loss_giou_1: 0.3619 loss_ce_2: 0.3044 loss_bbox_2: 0.1981 loss_giou_2: 0.3413 loss_ce_3: 0.2718 loss_bbox_3: 0.1881 loss_giou_3: 0.3281 loss_ce_4: 0.263 loss_bbox_4: 0.1835 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:36] d2.utils.events INFO: eta: 16:02:56 iter: 244119 total_loss: 5.655 loss_ce: 0.2873 loss_bbox: 0.1923 loss_giou: 0.3483 loss_ce_0: 0.4984 loss_bbox_0: 0.3085 loss_giou_0: 0.5039 loss_ce_1: 0.3916 loss_bbox_1: 0.2236 loss_giou_1: 0.3901 loss_ce_2: 0.3278 loss_bbox_2: 0.2048 loss_giou_2: 0.3604 loss_ce_3: 0.2999 loss_bbox_3: 0.2001 loss_giou_3: 0.3556 loss_ce_4: 0.2804 loss_bbox_4: 0.1944 loss_giou_4: 0.3499 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:42] d2.utils.events INFO: eta: 16:03:24 iter: 244139 total_loss: 5.503 loss_ce: 0.2719 loss_bbox: 0.1792 loss_giou: 0.3261 loss_ce_0: 0.4859 loss_bbox_0: 0.3039 loss_giou_0: 0.4889 loss_ce_1: 0.3745 loss_bbox_1: 0.2135 loss_giou_1: 0.3713 loss_ce_2: 0.3116 loss_bbox_2: 0.1898 loss_giou_2: 0.3371 loss_ce_3: 0.2822 loss_bbox_3: 0.1828 loss_giou_3: 0.3311 loss_ce_4: 0.2768 loss_bbox_4: 0.1804 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:48] d2.utils.events INFO: eta: 16:03:25 iter: 244159 total_loss: 5.475 loss_ce: 0.2553 loss_bbox: 0.1883 loss_giou: 0.3276 loss_ce_0: 0.4757 loss_bbox_0: 0.3063 loss_giou_0: 0.5141 loss_ce_1: 0.37 loss_bbox_1: 0.2098 loss_giou_1: 0.3691 loss_ce_2: 0.3118 loss_bbox_2: 0.1958 loss_giou_2: 0.3413 loss_ce_3: 0.2725 loss_bbox_3: 0.1885 loss_giou_3: 0.329 loss_ce_4: 0.2657 loss_bbox_4: 0.1846 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:53] d2.utils.events INFO: eta: 16:03:19 iter: 244179 total_loss: 5.565 loss_ce: 0.2865 loss_bbox: 0.1776 loss_giou: 0.3464 loss_ce_0: 0.4938 loss_bbox_0: 0.2982 loss_giou_0: 0.5405 loss_ce_1: 0.3776 loss_bbox_1: 0.2088 loss_giou_1: 0.4036 loss_ce_2: 0.325 loss_bbox_2: 0.1894 loss_giou_2: 0.3624 loss_ce_3: 0.2999 loss_bbox_3: 0.1785 loss_giou_3: 0.3562 loss_ce_4: 0.2905 loss_bbox_4: 0.176 loss_giou_4: 0.3521 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 09:07:59] d2.utils.events INFO: eta: 16:02:25 iter: 244199 total_loss: 5.634 loss_ce: 0.2753 loss_bbox: 0.1706 loss_giou: 0.3468 loss_ce_0: 0.4844 loss_bbox_0: 0.3121 loss_giou_0: 0.5497 loss_ce_1: 0.3706 loss_bbox_1: 0.2079 loss_giou_1: 0.4035 loss_ce_2: 0.3137 loss_bbox_2: 0.1888 loss_giou_2: 0.3666 loss_ce_3: 0.28 loss_bbox_3: 0.1793 loss_giou_3: 0.3552 loss_ce_4: 0.2771 loss_bbox_4: 0.1722 loss_giou_4: 0.3497 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:05] d2.utils.events INFO: eta: 16:02:44 iter: 244219 total_loss: 5.475 loss_ce: 0.26 loss_bbox: 0.1724 loss_giou: 0.3161 loss_ce_0: 0.4761 loss_bbox_0: 0.3073 loss_giou_0: 0.49 loss_ce_1: 0.3653 loss_bbox_1: 0.2071 loss_giou_1: 0.3653 loss_ce_2: 0.3171 loss_bbox_2: 0.1908 loss_giou_2: 0.3352 loss_ce_3: 0.2795 loss_bbox_3: 0.1757 loss_giou_3: 0.3263 loss_ce_4: 0.2648 loss_bbox_4: 0.1763 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:10] d2.utils.events INFO: eta: 16:02:06 iter: 244239 total_loss: 5.238 loss_ce: 0.2494 loss_bbox: 0.1616 loss_giou: 0.3146 loss_ce_0: 0.4623 loss_bbox_0: 0.2931 loss_giou_0: 0.5005 loss_ce_1: 0.3608 loss_bbox_1: 0.1957 loss_giou_1: 0.3618 loss_ce_2: 0.2981 loss_bbox_2: 0.1741 loss_giou_2: 0.3378 loss_ce_3: 0.2771 loss_bbox_3: 0.1732 loss_giou_3: 0.3256 loss_ce_4: 0.2519 loss_bbox_4: 0.1639 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:16] d2.utils.events INFO: eta: 16:02:02 iter: 244259 total_loss: 5.614 loss_ce: 0.2859 loss_bbox: 0.1704 loss_giou: 0.3311 loss_ce_0: 0.4991 loss_bbox_0: 0.3015 loss_giou_0: 0.5042 loss_ce_1: 0.3849 loss_bbox_1: 0.201 loss_giou_1: 0.3788 loss_ce_2: 0.3302 loss_bbox_2: 0.1838 loss_giou_2: 0.3462 loss_ce_3: 0.3123 loss_bbox_3: 0.1756 loss_giou_3: 0.3343 loss_ce_4: 0.2939 loss_bbox_4: 0.1713 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:22] d2.utils.events INFO: eta: 16:01:54 iter: 244279 total_loss: 5.561 loss_ce: 0.2843 loss_bbox: 0.1719 loss_giou: 0.3114 loss_ce_0: 0.4999 loss_bbox_0: 0.3015 loss_giou_0: 0.4995 loss_ce_1: 0.4005 loss_bbox_1: 0.2109 loss_giou_1: 0.3725 loss_ce_2: 0.3379 loss_bbox_2: 0.1876 loss_giou_2: 0.3424 loss_ce_3: 0.2992 loss_bbox_3: 0.1816 loss_giou_3: 0.3267 loss_ce_4: 0.3001 loss_bbox_4: 0.1725 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:27] d2.utils.events INFO: eta: 16:01:51 iter: 244299 total_loss: 5.475 loss_ce: 0.2904 loss_bbox: 0.1792 loss_giou: 0.3401 loss_ce_0: 0.5042 loss_bbox_0: 0.3072 loss_giou_0: 0.5152 loss_ce_1: 0.3938 loss_bbox_1: 0.2142 loss_giou_1: 0.3954 loss_ce_2: 0.3284 loss_bbox_2: 0.1969 loss_giou_2: 0.3589 loss_ce_3: 0.3052 loss_bbox_3: 0.1935 loss_giou_3: 0.3586 loss_ce_4: 0.2957 loss_bbox_4: 0.1856 loss_giou_4: 0.3451 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:33] d2.utils.events INFO: eta: 16:01:25 iter: 244319 total_loss: 5.626 loss_ce: 0.284 loss_bbox: 0.1735 loss_giou: 0.3314 loss_ce_0: 0.5104 loss_bbox_0: 0.3065 loss_giou_0: 0.5148 loss_ce_1: 0.3957 loss_bbox_1: 0.2185 loss_giou_1: 0.3759 loss_ce_2: 0.3449 loss_bbox_2: 0.1878 loss_giou_2: 0.3495 loss_ce_3: 0.3039 loss_bbox_3: 0.1768 loss_giou_3: 0.335 loss_ce_4: 0.2938 loss_bbox_4: 0.1769 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:39] d2.utils.events INFO: eta: 16:00:30 iter: 244339 total_loss: 5.526 loss_ce: 0.2754 loss_bbox: 0.1884 loss_giou: 0.3166 loss_ce_0: 0.495 loss_bbox_0: 0.3047 loss_giou_0: 0.4931 loss_ce_1: 0.3724 loss_bbox_1: 0.2269 loss_giou_1: 0.3722 loss_ce_2: 0.3234 loss_bbox_2: 0.2022 loss_giou_2: 0.3435 loss_ce_3: 0.286 loss_bbox_3: 0.1927 loss_giou_3: 0.3296 loss_ce_4: 0.2683 loss_bbox_4: 0.1918 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:44] d2.utils.events INFO: eta: 15:59:54 iter: 244359 total_loss: 5.396 loss_ce: 0.2575 loss_bbox: 0.169 loss_giou: 0.3291 loss_ce_0: 0.4768 loss_bbox_0: 0.306 loss_giou_0: 0.5115 loss_ce_1: 0.3622 loss_bbox_1: 0.2001 loss_giou_1: 0.3645 loss_ce_2: 0.2969 loss_bbox_2: 0.1829 loss_giou_2: 0.3406 loss_ce_3: 0.2747 loss_bbox_3: 0.1713 loss_giou_3: 0.3351 loss_ce_4: 0.2585 loss_bbox_4: 0.1711 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:50] d2.utils.events INFO: eta: 15:59:34 iter: 244379 total_loss: 5.381 loss_ce: 0.268 loss_bbox: 0.1676 loss_giou: 0.3151 loss_ce_0: 0.4744 loss_bbox_0: 0.2939 loss_giou_0: 0.5022 loss_ce_1: 0.3728 loss_bbox_1: 0.2012 loss_giou_1: 0.3726 loss_ce_2: 0.3129 loss_bbox_2: 0.1827 loss_giou_2: 0.3402 loss_ce_3: 0.2758 loss_bbox_3: 0.1726 loss_giou_3: 0.3249 loss_ce_4: 0.2639 loss_bbox_4: 0.1704 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 09:08:56] d2.utils.events INFO: eta: 15:59:02 iter: 244399 total_loss: 5.49 loss_ce: 0.2801 loss_bbox: 0.1746 loss_giou: 0.3283 loss_ce_0: 0.4745 loss_bbox_0: 0.316 loss_giou_0: 0.5012 loss_ce_1: 0.3858 loss_bbox_1: 0.2188 loss_giou_1: 0.378 loss_ce_2: 0.3159 loss_bbox_2: 0.1938 loss_giou_2: 0.3436 loss_ce_3: 0.2984 loss_bbox_3: 0.1851 loss_giou_3: 0.3393 loss_ce_4: 0.2853 loss_bbox_4: 0.1849 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:01] d2.utils.events INFO: eta: 15:58:17 iter: 244419 total_loss: 5.454 loss_ce: 0.2705 loss_bbox: 0.1835 loss_giou: 0.312 loss_ce_0: 0.4786 loss_bbox_0: 0.3131 loss_giou_0: 0.4837 loss_ce_1: 0.3747 loss_bbox_1: 0.2231 loss_giou_1: 0.3612 loss_ce_2: 0.3122 loss_bbox_2: 0.205 loss_giou_2: 0.3267 loss_ce_3: 0.2805 loss_bbox_3: 0.1908 loss_giou_3: 0.317 loss_ce_4: 0.2696 loss_bbox_4: 0.1871 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:07] d2.utils.events INFO: eta: 15:58:43 iter: 244439 total_loss: 5.415 loss_ce: 0.2761 loss_bbox: 0.1813 loss_giou: 0.3323 loss_ce_0: 0.4845 loss_bbox_0: 0.31 loss_giou_0: 0.5138 loss_ce_1: 0.3821 loss_bbox_1: 0.2182 loss_giou_1: 0.3725 loss_ce_2: 0.3217 loss_bbox_2: 0.1948 loss_giou_2: 0.3486 loss_ce_3: 0.3024 loss_bbox_3: 0.1923 loss_giou_3: 0.3352 loss_ce_4: 0.2817 loss_bbox_4: 0.1869 loss_giou_4: 0.3392 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:12] d2.utils.events INFO: eta: 15:58:21 iter: 244459 total_loss: 5.648 loss_ce: 0.2836 loss_bbox: 0.181 loss_giou: 0.3488 loss_ce_0: 0.4971 loss_bbox_0: 0.3072 loss_giou_0: 0.5405 loss_ce_1: 0.3856 loss_bbox_1: 0.2107 loss_giou_1: 0.4008 loss_ce_2: 0.3159 loss_bbox_2: 0.1892 loss_giou_2: 0.3665 loss_ce_3: 0.2869 loss_bbox_3: 0.1869 loss_giou_3: 0.3552 loss_ce_4: 0.2843 loss_bbox_4: 0.1852 loss_giou_4: 0.3491 time: 0.2800 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:18] d2.utils.events INFO: eta: 15:57:27 iter: 244479 total_loss: 5.262 loss_ce: 0.2589 loss_bbox: 0.1766 loss_giou: 0.3135 loss_ce_0: 0.4757 loss_bbox_0: 0.3091 loss_giou_0: 0.4967 loss_ce_1: 0.3804 loss_bbox_1: 0.2134 loss_giou_1: 0.3668 loss_ce_2: 0.3038 loss_bbox_2: 0.1927 loss_giou_2: 0.3388 loss_ce_3: 0.2819 loss_bbox_3: 0.1851 loss_giou_3: 0.3242 loss_ce_4: 0.2702 loss_bbox_4: 0.1797 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:24] d2.utils.events INFO: eta: 15:57:53 iter: 244499 total_loss: 5.305 loss_ce: 0.2553 loss_bbox: 0.1877 loss_giou: 0.2977 loss_ce_0: 0.4719 loss_bbox_0: 0.3112 loss_giou_0: 0.4855 loss_ce_1: 0.3638 loss_bbox_1: 0.2204 loss_giou_1: 0.3486 loss_ce_2: 0.2953 loss_bbox_2: 0.1983 loss_giou_2: 0.3216 loss_ce_3: 0.2613 loss_bbox_3: 0.1944 loss_giou_3: 0.3066 loss_ce_4: 0.2605 loss_bbox_4: 0.1916 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:29] d2.utils.events INFO: eta: 15:57:46 iter: 244519 total_loss: 5.776 loss_ce: 0.28 loss_bbox: 0.1917 loss_giou: 0.3303 loss_ce_0: 0.4993 loss_bbox_0: 0.3144 loss_giou_0: 0.4854 loss_ce_1: 0.3911 loss_bbox_1: 0.2174 loss_giou_1: 0.3889 loss_ce_2: 0.3355 loss_bbox_2: 0.2027 loss_giou_2: 0.3537 loss_ce_3: 0.2968 loss_bbox_3: 0.1954 loss_giou_3: 0.3397 loss_ce_4: 0.2929 loss_bbox_4: 0.1923 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:35] d2.utils.events INFO: eta: 15:57:41 iter: 244539 total_loss: 5.38 loss_ce: 0.2607 loss_bbox: 0.1829 loss_giou: 0.3185 loss_ce_0: 0.4679 loss_bbox_0: 0.2869 loss_giou_0: 0.4949 loss_ce_1: 0.3579 loss_bbox_1: 0.206 loss_giou_1: 0.3621 loss_ce_2: 0.2987 loss_bbox_2: 0.1902 loss_giou_2: 0.333 loss_ce_3: 0.2808 loss_bbox_3: 0.1868 loss_giou_3: 0.3283 loss_ce_4: 0.2639 loss_bbox_4: 0.183 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:41] d2.utils.events INFO: eta: 15:57:47 iter: 244559 total_loss: 5.65 loss_ce: 0.2745 loss_bbox: 0.1909 loss_giou: 0.35 loss_ce_0: 0.4833 loss_bbox_0: 0.3009 loss_giou_0: 0.5085 loss_ce_1: 0.3925 loss_bbox_1: 0.2168 loss_giou_1: 0.3793 loss_ce_2: 0.3248 loss_bbox_2: 0.2071 loss_giou_2: 0.3583 loss_ce_3: 0.2904 loss_bbox_3: 0.195 loss_giou_3: 0.3556 loss_ce_4: 0.281 loss_bbox_4: 0.1942 loss_giou_4: 0.3575 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:46] d2.utils.events INFO: eta: 15:57:32 iter: 244579 total_loss: 5.497 loss_ce: 0.2753 loss_bbox: 0.189 loss_giou: 0.3204 loss_ce_0: 0.5089 loss_bbox_0: 0.3138 loss_giou_0: 0.49 loss_ce_1: 0.3804 loss_bbox_1: 0.226 loss_giou_1: 0.3594 loss_ce_2: 0.3173 loss_bbox_2: 0.2034 loss_giou_2: 0.3338 loss_ce_3: 0.2772 loss_bbox_3: 0.1975 loss_giou_3: 0.3307 loss_ce_4: 0.2774 loss_bbox_4: 0.1909 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:52] d2.utils.events INFO: eta: 15:58:08 iter: 244599 total_loss: 5.716 loss_ce: 0.2907 loss_bbox: 0.1766 loss_giou: 0.352 loss_ce_0: 0.5069 loss_bbox_0: 0.3199 loss_giou_0: 0.5532 loss_ce_1: 0.3911 loss_bbox_1: 0.2088 loss_giou_1: 0.4069 loss_ce_2: 0.3306 loss_bbox_2: 0.1896 loss_giou_2: 0.3738 loss_ce_3: 0.3108 loss_bbox_3: 0.1832 loss_giou_3: 0.3645 loss_ce_4: 0.2995 loss_bbox_4: 0.1806 loss_giou_4: 0.3561 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:09:58] d2.utils.events INFO: eta: 15:57:41 iter: 244619 total_loss: 5.549 loss_ce: 0.2952 loss_bbox: 0.1781 loss_giou: 0.3105 loss_ce_0: 0.4972 loss_bbox_0: 0.3077 loss_giou_0: 0.4726 loss_ce_1: 0.3827 loss_bbox_1: 0.2144 loss_giou_1: 0.3654 loss_ce_2: 0.333 loss_bbox_2: 0.1967 loss_giou_2: 0.33 loss_ce_3: 0.307 loss_bbox_3: 0.1868 loss_giou_3: 0.3165 loss_ce_4: 0.2996 loss_bbox_4: 0.1798 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:03] d2.utils.events INFO: eta: 15:57:46 iter: 244639 total_loss: 5.62 loss_ce: 0.2881 loss_bbox: 0.1633 loss_giou: 0.3103 loss_ce_0: 0.4916 loss_bbox_0: 0.2992 loss_giou_0: 0.4909 loss_ce_1: 0.3782 loss_bbox_1: 0.2085 loss_giou_1: 0.3665 loss_ce_2: 0.3248 loss_bbox_2: 0.1823 loss_giou_2: 0.3349 loss_ce_3: 0.2917 loss_bbox_3: 0.1735 loss_giou_3: 0.3242 loss_ce_4: 0.2853 loss_bbox_4: 0.1721 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:09] d2.utils.events INFO: eta: 15:57:54 iter: 244659 total_loss: 5.616 loss_ce: 0.2655 loss_bbox: 0.1851 loss_giou: 0.3545 loss_ce_0: 0.4878 loss_bbox_0: 0.3054 loss_giou_0: 0.5345 loss_ce_1: 0.3722 loss_bbox_1: 0.2146 loss_giou_1: 0.3987 loss_ce_2: 0.3118 loss_bbox_2: 0.1982 loss_giou_2: 0.3688 loss_ce_3: 0.2737 loss_bbox_3: 0.1881 loss_giou_3: 0.3637 loss_ce_4: 0.2696 loss_bbox_4: 0.1858 loss_giou_4: 0.3592 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:15] d2.utils.events INFO: eta: 15:57:35 iter: 244679 total_loss: 5.688 loss_ce: 0.2805 loss_bbox: 0.186 loss_giou: 0.3469 loss_ce_0: 0.5005 loss_bbox_0: 0.3011 loss_giou_0: 0.5134 loss_ce_1: 0.3798 loss_bbox_1: 0.2107 loss_giou_1: 0.395 loss_ce_2: 0.3207 loss_bbox_2: 0.1962 loss_giou_2: 0.3714 loss_ce_3: 0.2913 loss_bbox_3: 0.1907 loss_giou_3: 0.3591 loss_ce_4: 0.2827 loss_bbox_4: 0.1857 loss_giou_4: 0.3486 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:20] d2.utils.events INFO: eta: 15:57:29 iter: 244699 total_loss: 5.623 loss_ce: 0.2804 loss_bbox: 0.1852 loss_giou: 0.3396 loss_ce_0: 0.4962 loss_bbox_0: 0.2996 loss_giou_0: 0.5222 loss_ce_1: 0.3884 loss_bbox_1: 0.2162 loss_giou_1: 0.3906 loss_ce_2: 0.3259 loss_bbox_2: 0.1985 loss_giou_2: 0.3573 loss_ce_3: 0.2977 loss_bbox_3: 0.1903 loss_giou_3: 0.3496 loss_ce_4: 0.2806 loss_bbox_4: 0.1866 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:26] d2.utils.events INFO: eta: 15:57:24 iter: 244719 total_loss: 5.443 loss_ce: 0.2668 loss_bbox: 0.1757 loss_giou: 0.3407 loss_ce_0: 0.488 loss_bbox_0: 0.3138 loss_giou_0: 0.5137 loss_ce_1: 0.3801 loss_bbox_1: 0.211 loss_giou_1: 0.3939 loss_ce_2: 0.3183 loss_bbox_2: 0.191 loss_giou_2: 0.3619 loss_ce_3: 0.2898 loss_bbox_3: 0.1825 loss_giou_3: 0.3458 loss_ce_4: 0.2733 loss_bbox_4: 0.1761 loss_giou_4: 0.3399 time: 0.2800 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:32] d2.utils.events INFO: eta: 15:57:22 iter: 244739 total_loss: 5.479 loss_ce: 0.2687 loss_bbox: 0.1708 loss_giou: 0.3373 loss_ce_0: 0.485 loss_bbox_0: 0.286 loss_giou_0: 0.5285 loss_ce_1: 0.3743 loss_bbox_1: 0.1997 loss_giou_1: 0.3919 loss_ce_2: 0.3074 loss_bbox_2: 0.1815 loss_giou_2: 0.3562 loss_ce_3: 0.2872 loss_bbox_3: 0.1781 loss_giou_3: 0.3407 loss_ce_4: 0.2725 loss_bbox_4: 0.173 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:38] d2.utils.events INFO: eta: 15:57:31 iter: 244759 total_loss: 5.371 loss_ce: 0.2647 loss_bbox: 0.1758 loss_giou: 0.3171 loss_ce_0: 0.4895 loss_bbox_0: 0.3 loss_giou_0: 0.4839 loss_ce_1: 0.3773 loss_bbox_1: 0.2083 loss_giou_1: 0.3567 loss_ce_2: 0.3135 loss_bbox_2: 0.187 loss_giou_2: 0.3381 loss_ce_3: 0.2729 loss_bbox_3: 0.1797 loss_giou_3: 0.331 loss_ce_4: 0.269 loss_bbox_4: 0.1747 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:43] d2.utils.events INFO: eta: 15:57:45 iter: 244779 total_loss: 5.536 loss_ce: 0.255 loss_bbox: 0.1926 loss_giou: 0.3172 loss_ce_0: 0.477 loss_bbox_0: 0.3128 loss_giou_0: 0.4677 loss_ce_1: 0.374 loss_bbox_1: 0.2333 loss_giou_1: 0.3606 loss_ce_2: 0.3026 loss_bbox_2: 0.2189 loss_giou_2: 0.3366 loss_ce_3: 0.2773 loss_bbox_3: 0.2006 loss_giou_3: 0.3235 loss_ce_4: 0.2589 loss_bbox_4: 0.1923 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:49] d2.utils.events INFO: eta: 15:57:40 iter: 244799 total_loss: 5.225 loss_ce: 0.2688 loss_bbox: 0.1808 loss_giou: 0.3146 loss_ce_0: 0.4721 loss_bbox_0: 0.3109 loss_giou_0: 0.4873 loss_ce_1: 0.3736 loss_bbox_1: 0.2112 loss_giou_1: 0.3673 loss_ce_2: 0.3175 loss_bbox_2: 0.2014 loss_giou_2: 0.3307 loss_ce_3: 0.2859 loss_bbox_3: 0.1865 loss_giou_3: 0.3248 loss_ce_4: 0.2639 loss_bbox_4: 0.1823 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:10:54] d2.utils.events INFO: eta: 15:57:24 iter: 244819 total_loss: 5.621 loss_ce: 0.2929 loss_bbox: 0.1774 loss_giou: 0.3289 loss_ce_0: 0.5117 loss_bbox_0: 0.3081 loss_giou_0: 0.5137 loss_ce_1: 0.3882 loss_bbox_1: 0.2108 loss_giou_1: 0.3832 loss_ce_2: 0.3246 loss_bbox_2: 0.1918 loss_giou_2: 0.3514 loss_ce_3: 0.2999 loss_bbox_3: 0.1874 loss_giou_3: 0.3339 loss_ce_4: 0.2935 loss_bbox_4: 0.1816 loss_giou_4: 0.3276 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:00] d2.utils.events INFO: eta: 15:56:58 iter: 244839 total_loss: 5.422 loss_ce: 0.273 loss_bbox: 0.1782 loss_giou: 0.3084 loss_ce_0: 0.4941 loss_bbox_0: 0.3075 loss_giou_0: 0.4563 loss_ce_1: 0.3855 loss_bbox_1: 0.2129 loss_giou_1: 0.3433 loss_ce_2: 0.3234 loss_bbox_2: 0.1906 loss_giou_2: 0.3221 loss_ce_3: 0.2831 loss_bbox_3: 0.1867 loss_giou_3: 0.3129 loss_ce_4: 0.2781 loss_bbox_4: 0.177 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:06] d2.utils.events INFO: eta: 15:56:55 iter: 244859 total_loss: 5.329 loss_ce: 0.2724 loss_bbox: 0.1781 loss_giou: 0.305 loss_ce_0: 0.4796 loss_bbox_0: 0.2891 loss_giou_0: 0.4841 loss_ce_1: 0.3743 loss_bbox_1: 0.205 loss_giou_1: 0.3422 loss_ce_2: 0.311 loss_bbox_2: 0.1897 loss_giou_2: 0.3254 loss_ce_3: 0.2827 loss_bbox_3: 0.1811 loss_giou_3: 0.3123 loss_ce_4: 0.2683 loss_bbox_4: 0.1802 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:11] d2.utils.events INFO: eta: 15:57:16 iter: 244879 total_loss: 5.29 loss_ce: 0.2598 loss_bbox: 0.1759 loss_giou: 0.3276 loss_ce_0: 0.4685 loss_bbox_0: 0.3009 loss_giou_0: 0.5056 loss_ce_1: 0.3735 loss_bbox_1: 0.2098 loss_giou_1: 0.3811 loss_ce_2: 0.3166 loss_bbox_2: 0.1854 loss_giou_2: 0.3551 loss_ce_3: 0.2803 loss_bbox_3: 0.1826 loss_giou_3: 0.3445 loss_ce_4: 0.2638 loss_bbox_4: 0.1787 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:17] d2.utils.events INFO: eta: 15:57:12 iter: 244899 total_loss: 5.362 loss_ce: 0.2723 loss_bbox: 0.1835 loss_giou: 0.3204 loss_ce_0: 0.4781 loss_bbox_0: 0.3085 loss_giou_0: 0.5093 loss_ce_1: 0.3771 loss_bbox_1: 0.2132 loss_giou_1: 0.3783 loss_ce_2: 0.3172 loss_bbox_2: 0.1925 loss_giou_2: 0.3427 loss_ce_3: 0.2883 loss_bbox_3: 0.1816 loss_giou_3: 0.3326 loss_ce_4: 0.2728 loss_bbox_4: 0.1821 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:23] d2.utils.events INFO: eta: 15:56:43 iter: 244919 total_loss: 5.446 loss_ce: 0.268 loss_bbox: 0.1749 loss_giou: 0.3187 loss_ce_0: 0.4792 loss_bbox_0: 0.2935 loss_giou_0: 0.4691 loss_ce_1: 0.3803 loss_bbox_1: 0.2065 loss_giou_1: 0.3616 loss_ce_2: 0.3087 loss_bbox_2: 0.1826 loss_giou_2: 0.3308 loss_ce_3: 0.2829 loss_bbox_3: 0.1751 loss_giou_3: 0.3292 loss_ce_4: 0.2688 loss_bbox_4: 0.1764 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:28] d2.utils.events INFO: eta: 15:56:22 iter: 244939 total_loss: 5.763 loss_ce: 0.2957 loss_bbox: 0.1881 loss_giou: 0.3361 loss_ce_0: 0.5061 loss_bbox_0: 0.3169 loss_giou_0: 0.5159 loss_ce_1: 0.3955 loss_bbox_1: 0.2197 loss_giou_1: 0.3812 loss_ce_2: 0.3448 loss_bbox_2: 0.2043 loss_giou_2: 0.3533 loss_ce_3: 0.3267 loss_bbox_3: 0.1967 loss_giou_3: 0.3447 loss_ce_4: 0.2992 loss_bbox_4: 0.1909 loss_giou_4: 0.3394 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:34] d2.utils.events INFO: eta: 15:56:22 iter: 244959 total_loss: 5.521 loss_ce: 0.2841 loss_bbox: 0.1747 loss_giou: 0.3208 loss_ce_0: 0.4823 loss_bbox_0: 0.3062 loss_giou_0: 0.4949 loss_ce_1: 0.3834 loss_bbox_1: 0.2093 loss_giou_1: 0.3653 loss_ce_2: 0.3153 loss_bbox_2: 0.1876 loss_giou_2: 0.3353 loss_ce_3: 0.2834 loss_bbox_3: 0.1802 loss_giou_3: 0.3271 loss_ce_4: 0.2814 loss_bbox_4: 0.176 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:40] d2.utils.events INFO: eta: 15:56:00 iter: 244979 total_loss: 5.199 loss_ce: 0.2543 loss_bbox: 0.1831 loss_giou: 0.3292 loss_ce_0: 0.4732 loss_bbox_0: 0.2994 loss_giou_0: 0.4886 loss_ce_1: 0.3678 loss_bbox_1: 0.2121 loss_giou_1: 0.3598 loss_ce_2: 0.2976 loss_bbox_2: 0.194 loss_giou_2: 0.3405 loss_ce_3: 0.2633 loss_bbox_3: 0.1883 loss_giou_3: 0.3346 loss_ce_4: 0.2588 loss_bbox_4: 0.1845 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:45] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0244999.pth [11/03 09:11:47] d2.utils.events INFO: eta: 15:55:46 iter: 244999 total_loss: 5.646 loss_ce: 0.283 loss_bbox: 0.1853 loss_giou: 0.3567 loss_ce_0: 0.4795 loss_bbox_0: 0.2993 loss_giou_0: 0.5327 loss_ce_1: 0.3782 loss_bbox_1: 0.209 loss_giou_1: 0.4069 loss_ce_2: 0.3193 loss_bbox_2: 0.1925 loss_giou_2: 0.3761 loss_ce_3: 0.2877 loss_bbox_3: 0.1912 loss_giou_3: 0.3682 loss_ce_4: 0.2817 loss_bbox_4: 0.1868 loss_giou_4: 0.3573 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:53] d2.utils.events INFO: eta: 15:55:39 iter: 245019 total_loss: 5.633 loss_ce: 0.2781 loss_bbox: 0.19 loss_giou: 0.3278 loss_ce_0: 0.4909 loss_bbox_0: 0.3097 loss_giou_0: 0.5149 loss_ce_1: 0.3832 loss_bbox_1: 0.216 loss_giou_1: 0.3798 loss_ce_2: 0.329 loss_bbox_2: 0.2053 loss_giou_2: 0.3505 loss_ce_3: 0.2918 loss_bbox_3: 0.1926 loss_giou_3: 0.3431 loss_ce_4: 0.2806 loss_bbox_4: 0.188 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:11:59] d2.utils.events INFO: eta: 15:55:34 iter: 245039 total_loss: 5.64 loss_ce: 0.2738 loss_bbox: 0.1614 loss_giou: 0.3486 loss_ce_0: 0.4735 loss_bbox_0: 0.2835 loss_giou_0: 0.5682 loss_ce_1: 0.3687 loss_bbox_1: 0.1831 loss_giou_1: 0.4031 loss_ce_2: 0.3092 loss_bbox_2: 0.1687 loss_giou_2: 0.3696 loss_ce_3: 0.278 loss_bbox_3: 0.1672 loss_giou_3: 0.3608 loss_ce_4: 0.2713 loss_bbox_4: 0.1633 loss_giou_4: 0.3525 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:04] d2.utils.events INFO: eta: 15:55:29 iter: 245059 total_loss: 5.598 loss_ce: 0.2912 loss_bbox: 0.1692 loss_giou: 0.3288 loss_ce_0: 0.4887 loss_bbox_0: 0.3043 loss_giou_0: 0.4884 loss_ce_1: 0.391 loss_bbox_1: 0.1989 loss_giou_1: 0.3674 loss_ce_2: 0.338 loss_bbox_2: 0.1836 loss_giou_2: 0.3406 loss_ce_3: 0.3013 loss_bbox_3: 0.1781 loss_giou_3: 0.335 loss_ce_4: 0.2924 loss_bbox_4: 0.1698 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:10] d2.utils.events INFO: eta: 15:55:38 iter: 245079 total_loss: 5.461 loss_ce: 0.2628 loss_bbox: 0.1721 loss_giou: 0.3168 loss_ce_0: 0.4775 loss_bbox_0: 0.3013 loss_giou_0: 0.5014 loss_ce_1: 0.3711 loss_bbox_1: 0.2088 loss_giou_1: 0.3667 loss_ce_2: 0.3145 loss_bbox_2: 0.1889 loss_giou_2: 0.3495 loss_ce_3: 0.2873 loss_bbox_3: 0.1841 loss_giou_3: 0.3336 loss_ce_4: 0.2627 loss_bbox_4: 0.1762 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:16] d2.utils.events INFO: eta: 15:55:37 iter: 245099 total_loss: 5.566 loss_ce: 0.2845 loss_bbox: 0.1898 loss_giou: 0.3299 loss_ce_0: 0.4908 loss_bbox_0: 0.3103 loss_giou_0: 0.5158 loss_ce_1: 0.3985 loss_bbox_1: 0.2218 loss_giou_1: 0.3763 loss_ce_2: 0.3224 loss_bbox_2: 0.1977 loss_giou_2: 0.3447 loss_ce_3: 0.2904 loss_bbox_3: 0.1949 loss_giou_3: 0.3402 loss_ce_4: 0.2795 loss_bbox_4: 0.1893 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:21] d2.utils.events INFO: eta: 15:55:47 iter: 245119 total_loss: 5.813 loss_ce: 0.2801 loss_bbox: 0.1869 loss_giou: 0.3576 loss_ce_0: 0.4948 loss_bbox_0: 0.303 loss_giou_0: 0.5424 loss_ce_1: 0.3964 loss_bbox_1: 0.2199 loss_giou_1: 0.4175 loss_ce_2: 0.3274 loss_bbox_2: 0.1941 loss_giou_2: 0.3748 loss_ce_3: 0.2941 loss_bbox_3: 0.1903 loss_giou_3: 0.3656 loss_ce_4: 0.2792 loss_bbox_4: 0.1901 loss_giou_4: 0.3569 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:27] d2.utils.events INFO: eta: 15:55:41 iter: 245139 total_loss: 5.856 loss_ce: 0.2839 loss_bbox: 0.1927 loss_giou: 0.3487 loss_ce_0: 0.5059 loss_bbox_0: 0.3149 loss_giou_0: 0.5218 loss_ce_1: 0.4013 loss_bbox_1: 0.2151 loss_giou_1: 0.3965 loss_ce_2: 0.3342 loss_bbox_2: 0.2065 loss_giou_2: 0.3712 loss_ce_3: 0.3033 loss_bbox_3: 0.1985 loss_giou_3: 0.3595 loss_ce_4: 0.2889 loss_bbox_4: 0.1937 loss_giou_4: 0.3507 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:33] d2.utils.events INFO: eta: 15:55:45 iter: 245159 total_loss: 5.467 loss_ce: 0.2804 loss_bbox: 0.1704 loss_giou: 0.3214 loss_ce_0: 0.4861 loss_bbox_0: 0.3036 loss_giou_0: 0.4921 loss_ce_1: 0.3815 loss_bbox_1: 0.2058 loss_giou_1: 0.3678 loss_ce_2: 0.3191 loss_bbox_2: 0.1846 loss_giou_2: 0.3424 loss_ce_3: 0.2934 loss_bbox_3: 0.1748 loss_giou_3: 0.3301 loss_ce_4: 0.2858 loss_bbox_4: 0.1709 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:38] d2.utils.events INFO: eta: 15:55:30 iter: 245179 total_loss: 5.561 loss_ce: 0.2746 loss_bbox: 0.1793 loss_giou: 0.312 loss_ce_0: 0.4916 loss_bbox_0: 0.3089 loss_giou_0: 0.4884 loss_ce_1: 0.3788 loss_bbox_1: 0.2048 loss_giou_1: 0.3617 loss_ce_2: 0.3203 loss_bbox_2: 0.191 loss_giou_2: 0.3239 loss_ce_3: 0.2843 loss_bbox_3: 0.1856 loss_giou_3: 0.3234 loss_ce_4: 0.2844 loss_bbox_4: 0.1795 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:44] d2.utils.events INFO: eta: 15:55:28 iter: 245199 total_loss: 5.968 loss_ce: 0.2849 loss_bbox: 0.1968 loss_giou: 0.3416 loss_ce_0: 0.4939 loss_bbox_0: 0.3191 loss_giou_0: 0.5092 loss_ce_1: 0.3788 loss_bbox_1: 0.2277 loss_giou_1: 0.3866 loss_ce_2: 0.3246 loss_bbox_2: 0.2137 loss_giou_2: 0.3628 loss_ce_3: 0.3065 loss_bbox_3: 0.2083 loss_giou_3: 0.3522 loss_ce_4: 0.2873 loss_bbox_4: 0.2031 loss_giou_4: 0.3449 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:49] d2.utils.events INFO: eta: 15:55:19 iter: 245219 total_loss: 5.568 loss_ce: 0.2812 loss_bbox: 0.168 loss_giou: 0.3225 loss_ce_0: 0.5028 loss_bbox_0: 0.3171 loss_giou_0: 0.5321 loss_ce_1: 0.3969 loss_bbox_1: 0.2089 loss_giou_1: 0.3777 loss_ce_2: 0.3369 loss_bbox_2: 0.189 loss_giou_2: 0.3533 loss_ce_3: 0.3001 loss_bbox_3: 0.1794 loss_giou_3: 0.3402 loss_ce_4: 0.2861 loss_bbox_4: 0.1703 loss_giou_4: 0.3349 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:12:55] d2.utils.events INFO: eta: 15:55:20 iter: 245239 total_loss: 5.674 loss_ce: 0.2796 loss_bbox: 0.1887 loss_giou: 0.3647 loss_ce_0: 0.4773 loss_bbox_0: 0.3092 loss_giou_0: 0.5337 loss_ce_1: 0.3709 loss_bbox_1: 0.2096 loss_giou_1: 0.4121 loss_ce_2: 0.3121 loss_bbox_2: 0.1867 loss_giou_2: 0.386 loss_ce_3: 0.2814 loss_bbox_3: 0.1879 loss_giou_3: 0.3737 loss_ce_4: 0.2718 loss_bbox_4: 0.1884 loss_giou_4: 0.3679 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:01] d2.utils.events INFO: eta: 15:54:52 iter: 245259 total_loss: 5.585 loss_ce: 0.2903 loss_bbox: 0.1782 loss_giou: 0.3237 loss_ce_0: 0.5029 loss_bbox_0: 0.3053 loss_giou_0: 0.4951 loss_ce_1: 0.3906 loss_bbox_1: 0.2165 loss_giou_1: 0.354 loss_ce_2: 0.3209 loss_bbox_2: 0.1944 loss_giou_2: 0.3413 loss_ce_3: 0.3025 loss_bbox_3: 0.1849 loss_giou_3: 0.3243 loss_ce_4: 0.2854 loss_bbox_4: 0.1856 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:06] d2.utils.events INFO: eta: 15:54:29 iter: 245279 total_loss: 5.532 loss_ce: 0.2789 loss_bbox: 0.1814 loss_giou: 0.3259 loss_ce_0: 0.4945 loss_bbox_0: 0.305 loss_giou_0: 0.496 loss_ce_1: 0.3829 loss_bbox_1: 0.2194 loss_giou_1: 0.3805 loss_ce_2: 0.3273 loss_bbox_2: 0.1936 loss_giou_2: 0.3455 loss_ce_3: 0.2962 loss_bbox_3: 0.1923 loss_giou_3: 0.3302 loss_ce_4: 0.2816 loss_bbox_4: 0.1865 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:12] d2.utils.events INFO: eta: 15:54:23 iter: 245299 total_loss: 5.444 loss_ce: 0.2702 loss_bbox: 0.1856 loss_giou: 0.3263 loss_ce_0: 0.5018 loss_bbox_0: 0.3042 loss_giou_0: 0.4853 loss_ce_1: 0.3822 loss_bbox_1: 0.2177 loss_giou_1: 0.3712 loss_ce_2: 0.317 loss_bbox_2: 0.1957 loss_giou_2: 0.3367 loss_ce_3: 0.2753 loss_bbox_3: 0.1923 loss_giou_3: 0.3262 loss_ce_4: 0.2715 loss_bbox_4: 0.1905 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:18] d2.utils.events INFO: eta: 15:54:16 iter: 245319 total_loss: 5.596 loss_ce: 0.2781 loss_bbox: 0.1744 loss_giou: 0.3248 loss_ce_0: 0.4906 loss_bbox_0: 0.2959 loss_giou_0: 0.5179 loss_ce_1: 0.39 loss_bbox_1: 0.2088 loss_giou_1: 0.3774 loss_ce_2: 0.3337 loss_bbox_2: 0.1893 loss_giou_2: 0.3496 loss_ce_3: 0.2915 loss_bbox_3: 0.1764 loss_giou_3: 0.3383 loss_ce_4: 0.2788 loss_bbox_4: 0.1769 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:23] d2.utils.events INFO: eta: 15:54:15 iter: 245339 total_loss: 5.243 loss_ce: 0.2528 loss_bbox: 0.1697 loss_giou: 0.3318 loss_ce_0: 0.4643 loss_bbox_0: 0.2866 loss_giou_0: 0.5151 loss_ce_1: 0.3586 loss_bbox_1: 0.1948 loss_giou_1: 0.3787 loss_ce_2: 0.304 loss_bbox_2: 0.179 loss_giou_2: 0.3486 loss_ce_3: 0.2603 loss_bbox_3: 0.1699 loss_giou_3: 0.3444 loss_ce_4: 0.2539 loss_bbox_4: 0.1732 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:29] d2.utils.events INFO: eta: 15:54:37 iter: 245359 total_loss: 5.386 loss_ce: 0.257 loss_bbox: 0.172 loss_giou: 0.3324 loss_ce_0: 0.4914 loss_bbox_0: 0.3062 loss_giou_0: 0.5089 loss_ce_1: 0.362 loss_bbox_1: 0.2112 loss_giou_1: 0.3825 loss_ce_2: 0.2996 loss_bbox_2: 0.1939 loss_giou_2: 0.3544 loss_ce_3: 0.2772 loss_bbox_3: 0.1798 loss_giou_3: 0.3373 loss_ce_4: 0.2654 loss_bbox_4: 0.173 loss_giou_4: 0.3337 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:35] d2.utils.events INFO: eta: 15:54:51 iter: 245379 total_loss: 5.498 loss_ce: 0.2666 loss_bbox: 0.183 loss_giou: 0.3212 loss_ce_0: 0.4918 loss_bbox_0: 0.305 loss_giou_0: 0.5206 loss_ce_1: 0.383 loss_bbox_1: 0.2198 loss_giou_1: 0.3741 loss_ce_2: 0.3177 loss_bbox_2: 0.1912 loss_giou_2: 0.3461 loss_ce_3: 0.2836 loss_bbox_3: 0.1885 loss_giou_3: 0.3304 loss_ce_4: 0.2699 loss_bbox_4: 0.1824 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:40] d2.utils.events INFO: eta: 15:55:14 iter: 245399 total_loss: 5.611 loss_ce: 0.2721 loss_bbox: 0.1689 loss_giou: 0.3417 loss_ce_0: 0.4909 loss_bbox_0: 0.2943 loss_giou_0: 0.5385 loss_ce_1: 0.3947 loss_bbox_1: 0.2033 loss_giou_1: 0.3928 loss_ce_2: 0.3232 loss_bbox_2: 0.1808 loss_giou_2: 0.3631 loss_ce_3: 0.2971 loss_bbox_3: 0.1765 loss_giou_3: 0.353 loss_ce_4: 0.2765 loss_bbox_4: 0.1766 loss_giou_4: 0.3435 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:13:46] d2.utils.events INFO: eta: 15:55:37 iter: 245419 total_loss: 5.658 loss_ce: 0.277 loss_bbox: 0.1824 loss_giou: 0.3318 loss_ce_0: 0.4888 loss_bbox_0: 0.3191 loss_giou_0: 0.4994 loss_ce_1: 0.3843 loss_bbox_1: 0.223 loss_giou_1: 0.3782 loss_ce_2: 0.3249 loss_bbox_2: 0.2043 loss_giou_2: 0.3537 loss_ce_3: 0.2969 loss_bbox_3: 0.1911 loss_giou_3: 0.34 loss_ce_4: 0.2797 loss_bbox_4: 0.1865 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data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:03] d2.utils.events INFO: eta: 15:55:33 iter: 245479 total_loss: 5.652 loss_ce: 0.2557 loss_bbox: 0.1709 loss_giou: 0.3432 loss_ce_0: 0.4825 loss_bbox_0: 0.2907 loss_giou_0: 0.5115 loss_ce_1: 0.3848 loss_bbox_1: 0.2104 loss_giou_1: 0.3912 loss_ce_2: 0.3152 loss_bbox_2: 0.1918 loss_giou_2: 0.3677 loss_ce_3: 0.282 loss_bbox_3: 0.1799 loss_giou_3: 0.3562 loss_ce_4: 0.263 loss_bbox_4: 0.1756 loss_giou_4: 0.3489 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:09] d2.utils.events INFO: eta: 15:55:22 iter: 245499 total_loss: 5.585 loss_ce: 0.269 loss_bbox: 0.1719 loss_giou: 0.3482 loss_ce_0: 0.4833 loss_bbox_0: 0.3013 loss_giou_0: 0.534 loss_ce_1: 0.3774 loss_bbox_1: 0.2039 loss_giou_1: 0.4023 loss_ce_2: 0.3268 loss_bbox_2: 0.1857 loss_giou_2: 0.3726 loss_ce_3: 0.2884 loss_bbox_3: 0.1763 loss_giou_3: 0.3569 loss_ce_4: 0.2678 loss_bbox_4: 0.171 loss_giou_4: 0.3499 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:14] d2.utils.events INFO: eta: 15:55:31 iter: 245519 total_loss: 5.267 loss_ce: 0.2679 loss_bbox: 0.1703 loss_giou: 0.3155 loss_ce_0: 0.4677 loss_bbox_0: 0.3068 loss_giou_0: 0.4949 loss_ce_1: 0.3589 loss_bbox_1: 0.2034 loss_giou_1: 0.3606 loss_ce_2: 0.2975 loss_bbox_2: 0.1822 loss_giou_2: 0.3337 loss_ce_3: 0.2819 loss_bbox_3: 0.1739 loss_giou_3: 0.3228 loss_ce_4: 0.2727 loss_bbox_4: 0.1717 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:20] d2.utils.events INFO: eta: 15:55:38 iter: 245539 total_loss: 5.529 loss_ce: 0.2727 loss_bbox: 0.1856 loss_giou: 0.3229 loss_ce_0: 0.4694 loss_bbox_0: 0.3037 loss_giou_0: 0.485 loss_ce_1: 0.3749 loss_bbox_1: 0.2282 loss_giou_1: 0.3712 loss_ce_2: 0.3155 loss_bbox_2: 0.2015 loss_giou_2: 0.3395 loss_ce_3: 0.2902 loss_bbox_3: 0.1969 loss_giou_3: 0.3249 loss_ce_4: 0.2755 loss_bbox_4: 0.1898 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:26] d2.utils.events INFO: eta: 15:55:29 iter: 245559 total_loss: 5.553 loss_ce: 0.2858 loss_bbox: 0.1763 loss_giou: 0.333 loss_ce_0: 0.4759 loss_bbox_0: 0.3173 loss_giou_0: 0.5045 loss_ce_1: 0.3777 loss_bbox_1: 0.2142 loss_giou_1: 0.3786 loss_ce_2: 0.3272 loss_bbox_2: 0.1921 loss_giou_2: 0.3443 loss_ce_3: 0.3016 loss_bbox_3: 0.1855 loss_giou_3: 0.333 loss_ce_4: 0.2868 loss_bbox_4: 0.1814 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:31] d2.utils.events INFO: eta: 15:55:23 iter: 245579 total_loss: 5.428 loss_ce: 0.2651 loss_bbox: 0.1724 loss_giou: 0.3162 loss_ce_0: 0.4846 loss_bbox_0: 0.2782 loss_giou_0: 0.4975 loss_ce_1: 0.3715 loss_bbox_1: 0.1978 loss_giou_1: 0.3671 loss_ce_2: 0.3176 loss_bbox_2: 0.1794 loss_giou_2: 0.328 loss_ce_3: 0.2767 loss_bbox_3: 0.1724 loss_giou_3: 0.3263 loss_ce_4: 0.2738 loss_bbox_4: 0.1695 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:37] d2.utils.events INFO: eta: 15:55:16 iter: 245599 total_loss: 5.604 loss_ce: 0.2642 loss_bbox: 0.1733 loss_giou: 0.3248 loss_ce_0: 0.4754 loss_bbox_0: 0.3023 loss_giou_0: 0.5101 loss_ce_1: 0.3631 loss_bbox_1: 0.2098 loss_giou_1: 0.3747 loss_ce_2: 0.3097 loss_bbox_2: 0.1879 loss_giou_2: 0.3425 loss_ce_3: 0.2835 loss_bbox_3: 0.18 loss_giou_3: 0.337 loss_ce_4: 0.2625 loss_bbox_4: 0.1801 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:43] d2.utils.events INFO: eta: 15:55:15 iter: 245619 total_loss: 5.386 loss_ce: 0.273 loss_bbox: 0.175 loss_giou: 0.3184 loss_ce_0: 0.4711 loss_bbox_0: 0.2949 loss_giou_0: 0.516 loss_ce_1: 0.3656 loss_bbox_1: 0.199 loss_giou_1: 0.3709 loss_ce_2: 0.3078 loss_bbox_2: 0.1856 loss_giou_2: 0.3416 loss_ce_3: 0.2769 loss_bbox_3: 0.1806 loss_giou_3: 0.3366 loss_ce_4: 0.2736 loss_bbox_4: 0.1757 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:48] d2.utils.events INFO: eta: 15:55:17 iter: 245639 total_loss: 5.464 loss_ce: 0.2568 loss_bbox: 0.1708 loss_giou: 0.3333 loss_ce_0: 0.4769 loss_bbox_0: 0.2925 loss_giou_0: 0.5239 loss_ce_1: 0.3675 loss_bbox_1: 0.2044 loss_giou_1: 0.389 loss_ce_2: 0.2992 loss_bbox_2: 0.1831 loss_giou_2: 0.3532 loss_ce_3: 0.2705 loss_bbox_3: 0.1787 loss_giou_3: 0.3379 loss_ce_4: 0.2542 loss_bbox_4: 0.1755 loss_giou_4: 0.335 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:14:54] d2.utils.events INFO: eta: 15:55:07 iter: 245659 total_loss: 5.673 loss_ce: 0.28 loss_bbox: 0.1768 loss_giou: 0.3447 loss_ce_0: 0.4937 loss_bbox_0: 0.3038 loss_giou_0: 0.5346 loss_ce_1: 0.3763 loss_bbox_1: 0.2153 loss_giou_1: 0.3965 loss_ce_2: 0.3228 loss_bbox_2: 0.1934 loss_giou_2: 0.3626 loss_ce_3: 0.3009 loss_bbox_3: 0.1827 loss_giou_3: 0.357 loss_ce_4: 0.2834 loss_bbox_4: 0.1784 loss_giou_4: 0.348 time: 0.2800 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:00] d2.utils.events INFO: eta: 15:54:59 iter: 245679 total_loss: 5.401 loss_ce: 0.2739 loss_bbox: 0.1745 loss_giou: 0.3207 loss_ce_0: 0.4815 loss_bbox_0: 0.3051 loss_giou_0: 0.4887 loss_ce_1: 0.3768 loss_bbox_1: 0.2034 loss_giou_1: 0.3746 loss_ce_2: 0.3125 loss_bbox_2: 0.1888 loss_giou_2: 0.3416 loss_ce_3: 0.2811 loss_bbox_3: 0.1817 loss_giou_3: 0.3376 loss_ce_4: 0.2757 loss_bbox_4: 0.1757 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:05] d2.utils.events INFO: eta: 15:54:40 iter: 245699 total_loss: 5.39 loss_ce: 0.2548 loss_bbox: 0.1669 loss_giou: 0.33 loss_ce_0: 0.4746 loss_bbox_0: 0.2973 loss_giou_0: 0.4822 loss_ce_1: 0.3738 loss_bbox_1: 0.2049 loss_giou_1: 0.3635 loss_ce_2: 0.308 loss_bbox_2: 0.1836 loss_giou_2: 0.34 loss_ce_3: 0.2741 loss_bbox_3: 0.1741 loss_giou_3: 0.3313 loss_ce_4: 0.2543 loss_bbox_4: 0.1696 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:11] d2.utils.events INFO: eta: 15:54:35 iter: 245719 total_loss: 5.569 loss_ce: 0.2776 loss_bbox: 0.1865 loss_giou: 0.3344 loss_ce_0: 0.4926 loss_bbox_0: 0.3245 loss_giou_0: 0.5019 loss_ce_1: 0.3853 loss_bbox_1: 0.2268 loss_giou_1: 0.3872 loss_ce_2: 0.3285 loss_bbox_2: 0.2073 loss_giou_2: 0.358 loss_ce_3: 0.2929 loss_bbox_3: 0.1945 loss_giou_3: 0.3464 loss_ce_4: 0.2731 loss_bbox_4: 0.1944 loss_giou_4: 0.3418 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:17] d2.utils.events INFO: eta: 15:54:07 iter: 245739 total_loss: 5.196 loss_ce: 0.25 loss_bbox: 0.1764 loss_giou: 0.3158 loss_ce_0: 0.4772 loss_bbox_0: 0.2995 loss_giou_0: 0.4803 loss_ce_1: 0.3591 loss_bbox_1: 0.2085 loss_giou_1: 0.3616 loss_ce_2: 0.2803 loss_bbox_2: 0.1892 loss_giou_2: 0.3381 loss_ce_3: 0.2611 loss_bbox_3: 0.1831 loss_giou_3: 0.3245 loss_ce_4: 0.2539 loss_bbox_4: 0.1813 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:22] d2.utils.events INFO: eta: 15:53:53 iter: 245759 total_loss: 5.469 loss_ce: 0.2592 loss_bbox: 0.1837 loss_giou: 0.3251 loss_ce_0: 0.4862 loss_bbox_0: 0.304 loss_giou_0: 0.5295 loss_ce_1: 0.3713 loss_bbox_1: 0.2118 loss_giou_1: 0.3846 loss_ce_2: 0.3037 loss_bbox_2: 0.191 loss_giou_2: 0.352 loss_ce_3: 0.2686 loss_bbox_3: 0.1906 loss_giou_3: 0.337 loss_ce_4: 0.2527 loss_bbox_4: 0.1914 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:28] d2.utils.events INFO: eta: 15:53:25 iter: 245779 total_loss: 5.263 loss_ce: 0.2618 loss_bbox: 0.1606 loss_giou: 0.317 loss_ce_0: 0.4949 loss_bbox_0: 0.2945 loss_giou_0: 0.5095 loss_ce_1: 0.3617 loss_bbox_1: 0.19 loss_giou_1: 0.3678 loss_ce_2: 0.3017 loss_bbox_2: 0.1757 loss_giou_2: 0.3363 loss_ce_3: 0.2697 loss_bbox_3: 0.1711 loss_giou_3: 0.3259 loss_ce_4: 0.2627 loss_bbox_4: 0.1655 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:34] d2.utils.events INFO: eta: 15:53:50 iter: 245799 total_loss: 5.477 loss_ce: 0.2661 loss_bbox: 0.1799 loss_giou: 0.3319 loss_ce_0: 0.4811 loss_bbox_0: 0.3156 loss_giou_0: 0.5308 loss_ce_1: 0.3716 loss_bbox_1: 0.2251 loss_giou_1: 0.3918 loss_ce_2: 0.3177 loss_bbox_2: 0.1988 loss_giou_2: 0.3519 loss_ce_3: 0.2788 loss_bbox_3: 0.1846 loss_giou_3: 0.3416 loss_ce_4: 0.2719 loss_bbox_4: 0.1783 loss_giou_4: 0.336 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:39] d2.utils.events INFO: eta: 15:53:44 iter: 245819 total_loss: 5.516 loss_ce: 0.2601 loss_bbox: 0.1824 loss_giou: 0.3311 loss_ce_0: 0.4669 loss_bbox_0: 0.3011 loss_giou_0: 0.5023 loss_ce_1: 0.3653 loss_bbox_1: 0.2143 loss_giou_1: 0.3712 loss_ce_2: 0.3109 loss_bbox_2: 0.1981 loss_giou_2: 0.3479 loss_ce_3: 0.2779 loss_bbox_3: 0.1921 loss_giou_3: 0.337 loss_ce_4: 0.2579 loss_bbox_4: 0.1889 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:45] d2.utils.events INFO: eta: 15:53:29 iter: 245839 total_loss: 5.643 loss_ce: 0.2756 loss_bbox: 0.1746 loss_giou: 0.3262 loss_ce_0: 0.4921 loss_bbox_0: 0.3054 loss_giou_0: 0.5201 loss_ce_1: 0.3804 loss_bbox_1: 0.2078 loss_giou_1: 0.3813 loss_ce_2: 0.3183 loss_bbox_2: 0.184 loss_giou_2: 0.3475 loss_ce_3: 0.2872 loss_bbox_3: 0.1784 loss_giou_3: 0.3361 loss_ce_4: 0.2787 loss_bbox_4: 0.1787 loss_giou_4: 0.3299 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:50] d2.utils.events INFO: eta: 15:53:25 iter: 245859 total_loss: 5.498 loss_ce: 0.2653 loss_bbox: 0.1722 loss_giou: 0.3243 loss_ce_0: 0.4817 loss_bbox_0: 0.2994 loss_giou_0: 0.4771 loss_ce_1: 0.3768 loss_bbox_1: 0.2056 loss_giou_1: 0.3655 loss_ce_2: 0.3112 loss_bbox_2: 0.187 loss_giou_2: 0.3398 loss_ce_3: 0.282 loss_bbox_3: 0.1799 loss_giou_3: 0.3289 loss_ce_4: 0.2692 loss_bbox_4: 0.178 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:15:56] d2.utils.events INFO: eta: 15:52:33 iter: 245879 total_loss: 5.376 loss_ce: 0.282 loss_bbox: 0.1698 loss_giou: 0.3298 loss_ce_0: 0.493 loss_bbox_0: 0.2874 loss_giou_0: 0.4914 loss_ce_1: 0.3958 loss_bbox_1: 0.1967 loss_giou_1: 0.3744 loss_ce_2: 0.3254 loss_bbox_2: 0.1832 loss_giou_2: 0.347 loss_ce_3: 0.3079 loss_bbox_3: 0.1748 loss_giou_3: 0.3353 loss_ce_4: 0.2837 loss_bbox_4: 0.1684 loss_giou_4: 0.3334 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:02] d2.utils.events INFO: eta: 15:52:21 iter: 245899 total_loss: 5.395 loss_ce: 0.2639 loss_bbox: 0.1866 loss_giou: 0.3316 loss_ce_0: 0.468 loss_bbox_0: 0.3054 loss_giou_0: 0.5125 loss_ce_1: 0.3721 loss_bbox_1: 0.2184 loss_giou_1: 0.3888 loss_ce_2: 0.3087 loss_bbox_2: 0.1964 loss_giou_2: 0.3538 loss_ce_3: 0.2789 loss_bbox_3: 0.1918 loss_giou_3: 0.3396 loss_ce_4: 0.2674 loss_bbox_4: 0.1881 loss_giou_4: 0.3361 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:07] d2.utils.events INFO: eta: 15:52:39 iter: 245919 total_loss: 5.449 loss_ce: 0.2733 loss_bbox: 0.1697 loss_giou: 0.3186 loss_ce_0: 0.4763 loss_bbox_0: 0.2946 loss_giou_0: 0.4883 loss_ce_1: 0.3705 loss_bbox_1: 0.201 loss_giou_1: 0.3631 loss_ce_2: 0.3189 loss_bbox_2: 0.1773 loss_giou_2: 0.3305 loss_ce_3: 0.2891 loss_bbox_3: 0.1717 loss_giou_3: 0.3219 loss_ce_4: 0.2806 loss_bbox_4: 0.1687 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:13] d2.utils.events INFO: eta: 15:52:38 iter: 245939 total_loss: 5.649 loss_ce: 0.2789 loss_bbox: 0.175 loss_giou: 0.3346 loss_ce_0: 0.4963 loss_bbox_0: 0.2932 loss_giou_0: 0.5053 loss_ce_1: 0.3904 loss_bbox_1: 0.2105 loss_giou_1: 0.3785 loss_ce_2: 0.3229 loss_bbox_2: 0.1908 loss_giou_2: 0.357 loss_ce_3: 0.2942 loss_bbox_3: 0.18 loss_giou_3: 0.3452 loss_ce_4: 0.2911 loss_bbox_4: 0.1785 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:18] d2.utils.events INFO: eta: 15:52:11 iter: 245959 total_loss: 5.469 loss_ce: 0.2525 loss_bbox: 0.1653 loss_giou: 0.3493 loss_ce_0: 0.4817 loss_bbox_0: 0.2883 loss_giou_0: 0.5398 loss_ce_1: 0.3697 loss_bbox_1: 0.1909 loss_giou_1: 0.3936 loss_ce_2: 0.2995 loss_bbox_2: 0.1761 loss_giou_2: 0.3702 loss_ce_3: 0.2663 loss_bbox_3: 0.166 loss_giou_3: 0.3605 loss_ce_4: 0.2551 loss_bbox_4: 0.1699 loss_giou_4: 0.3519 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:24] d2.utils.events INFO: eta: 15:52:05 iter: 245979 total_loss: 5.673 loss_ce: 0.2822 loss_bbox: 0.1861 loss_giou: 0.3489 loss_ce_0: 0.5021 loss_bbox_0: 0.3178 loss_giou_0: 0.4974 loss_ce_1: 0.3932 loss_bbox_1: 0.216 loss_giou_1: 0.3833 loss_ce_2: 0.3215 loss_bbox_2: 0.1973 loss_giou_2: 0.3516 loss_ce_3: 0.2991 loss_bbox_3: 0.1911 loss_giou_3: 0.3498 loss_ce_4: 0.284 loss_bbox_4: 0.189 loss_giou_4: 0.3486 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:30] d2.utils.events INFO: eta: 15:51:35 iter: 245999 total_loss: 5.638 loss_ce: 0.2783 loss_bbox: 0.1938 loss_giou: 0.3256 loss_ce_0: 0.4832 loss_bbox_0: 0.31 loss_giou_0: 0.4953 loss_ce_1: 0.3828 loss_bbox_1: 0.2196 loss_giou_1: 0.3644 loss_ce_2: 0.3078 loss_bbox_2: 0.2018 loss_giou_2: 0.3421 loss_ce_3: 0.2865 loss_bbox_3: 0.1944 loss_giou_3: 0.3299 loss_ce_4: 0.2788 loss_bbox_4: 0.1932 loss_giou_4: 0.3252 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:35] d2.utils.events INFO: eta: 15:51:25 iter: 246019 total_loss: 5.576 loss_ce: 0.2757 loss_bbox: 0.1831 loss_giou: 0.3306 loss_ce_0: 0.4795 loss_bbox_0: 0.2961 loss_giou_0: 0.518 loss_ce_1: 0.3734 loss_bbox_1: 0.2017 loss_giou_1: 0.3719 loss_ce_2: 0.3225 loss_bbox_2: 0.1976 loss_giou_2: 0.3451 loss_ce_3: 0.2771 loss_bbox_3: 0.19 loss_giou_3: 0.3387 loss_ce_4: 0.2752 loss_bbox_4: 0.1878 loss_giou_4: 0.333 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:41] d2.utils.events INFO: eta: 15:50:45 iter: 246039 total_loss: 5.291 loss_ce: 0.2585 loss_bbox: 0.1835 loss_giou: 0.3106 loss_ce_0: 0.484 loss_bbox_0: 0.2999 loss_giou_0: 0.4734 loss_ce_1: 0.3725 loss_bbox_1: 0.2119 loss_giou_1: 0.3509 loss_ce_2: 0.3067 loss_bbox_2: 0.1943 loss_giou_2: 0.3227 loss_ce_3: 0.27 loss_bbox_3: 0.1852 loss_giou_3: 0.321 loss_ce_4: 0.2636 loss_bbox_4: 0.1814 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:46] d2.utils.events INFO: eta: 15:50:55 iter: 246059 total_loss: 5.546 loss_ce: 0.2763 loss_bbox: 0.1833 loss_giou: 0.3287 loss_ce_0: 0.5058 loss_bbox_0: 0.3058 loss_giou_0: 0.5099 loss_ce_1: 0.3894 loss_bbox_1: 0.2077 loss_giou_1: 0.371 loss_ce_2: 0.3373 loss_bbox_2: 0.1866 loss_giou_2: 0.3447 loss_ce_3: 0.2989 loss_bbox_3: 0.1856 loss_giou_3: 0.3343 loss_ce_4: 0.2779 loss_bbox_4: 0.1875 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:52] d2.utils.events INFO: eta: 15:50:41 iter: 246079 total_loss: 5.709 loss_ce: 0.3067 loss_bbox: 0.1751 loss_giou: 0.3459 loss_ce_0: 0.5161 loss_bbox_0: 0.3035 loss_giou_0: 0.5296 loss_ce_1: 0.4227 loss_bbox_1: 0.2014 loss_giou_1: 0.4114 loss_ce_2: 0.3446 loss_bbox_2: 0.1861 loss_giou_2: 0.3721 loss_ce_3: 0.3177 loss_bbox_3: 0.1801 loss_giou_3: 0.3507 loss_ce_4: 0.3007 loss_bbox_4: 0.1763 loss_giou_4: 0.3453 time: 0.2800 data_time: 0.0361 lr: 2.5e-05 max_mem: 5427M [11/03 09:16:58] d2.utils.events INFO: eta: 15:50:44 iter: 246099 total_loss: 5.773 loss_ce: 0.2931 loss_bbox: 0.1832 loss_giou: 0.3522 loss_ce_0: 0.4951 loss_bbox_0: 0.3138 loss_giou_0: 0.5276 loss_ce_1: 0.3948 loss_bbox_1: 0.2162 loss_giou_1: 0.4095 loss_ce_2: 0.3415 loss_bbox_2: 0.1938 loss_giou_2: 0.3655 loss_ce_3: 0.3058 loss_bbox_3: 0.1872 loss_giou_3: 0.3557 loss_ce_4: 0.2904 loss_bbox_4: 0.1845 loss_giou_4: 0.3512 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:04] d2.utils.events INFO: eta: 15:50:55 iter: 246119 total_loss: 5.598 loss_ce: 0.2831 loss_bbox: 0.1651 loss_giou: 0.3399 loss_ce_0: 0.4965 loss_bbox_0: 0.2962 loss_giou_0: 0.5479 loss_ce_1: 0.3732 loss_bbox_1: 0.1987 loss_giou_1: 0.3883 loss_ce_2: 0.3221 loss_bbox_2: 0.1752 loss_giou_2: 0.3505 loss_ce_3: 0.2928 loss_bbox_3: 0.173 loss_giou_3: 0.3486 loss_ce_4: 0.2833 loss_bbox_4: 0.1701 loss_giou_4: 0.3414 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:09] d2.utils.events INFO: eta: 15:50:57 iter: 246139 total_loss: 5.54 loss_ce: 0.2949 loss_bbox: 0.1661 loss_giou: 0.318 loss_ce_0: 0.4919 loss_bbox_0: 0.3026 loss_giou_0: 0.5117 loss_ce_1: 0.3791 loss_bbox_1: 0.2027 loss_giou_1: 0.3792 loss_ce_2: 0.3251 loss_bbox_2: 0.1837 loss_giou_2: 0.3415 loss_ce_3: 0.2962 loss_bbox_3: 0.1796 loss_giou_3: 0.3315 loss_ce_4: 0.2966 loss_bbox_4: 0.1749 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:15] d2.utils.events INFO: eta: 15:50:27 iter: 246159 total_loss: 5.713 loss_ce: 0.2863 loss_bbox: 0.1847 loss_giou: 0.3489 loss_ce_0: 0.4819 loss_bbox_0: 0.3195 loss_giou_0: 0.5461 loss_ce_1: 0.3813 loss_bbox_1: 0.2165 loss_giou_1: 0.3969 loss_ce_2: 0.3106 loss_bbox_2: 0.2025 loss_giou_2: 0.3625 loss_ce_3: 0.3003 loss_bbox_3: 0.1886 loss_giou_3: 0.3586 loss_ce_4: 0.2848 loss_bbox_4: 0.1865 loss_giou_4: 0.353 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:21] d2.utils.events INFO: eta: 15:50:22 iter: 246179 total_loss: 5.549 loss_ce: 0.2834 loss_bbox: 0.1882 loss_giou: 0.3171 loss_ce_0: 0.4892 loss_bbox_0: 0.3017 loss_giou_0: 0.5042 loss_ce_1: 0.3919 loss_bbox_1: 0.2111 loss_giou_1: 0.3715 loss_ce_2: 0.3256 loss_bbox_2: 0.194 loss_giou_2: 0.3447 loss_ce_3: 0.2974 loss_bbox_3: 0.1895 loss_giou_3: 0.3296 loss_ce_4: 0.2851 loss_bbox_4: 0.1897 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:26] d2.utils.events INFO: eta: 15:50:37 iter: 246199 total_loss: 5.685 loss_ce: 0.2786 loss_bbox: 0.1874 loss_giou: 0.332 loss_ce_0: 0.508 loss_bbox_0: 0.3015 loss_giou_0: 0.5154 loss_ce_1: 0.3722 loss_bbox_1: 0.2136 loss_giou_1: 0.3842 loss_ce_2: 0.3248 loss_bbox_2: 0.1984 loss_giou_2: 0.3486 loss_ce_3: 0.2913 loss_bbox_3: 0.1931 loss_giou_3: 0.3427 loss_ce_4: 0.2799 loss_bbox_4: 0.1909 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:32] d2.utils.events INFO: eta: 15:50:36 iter: 246219 total_loss: 5.377 loss_ce: 0.2605 loss_bbox: 0.1641 loss_giou: 0.3496 loss_ce_0: 0.4668 loss_bbox_0: 0.2936 loss_giou_0: 0.5344 loss_ce_1: 0.3653 loss_bbox_1: 0.2049 loss_giou_1: 0.3987 loss_ce_2: 0.2929 loss_bbox_2: 0.1848 loss_giou_2: 0.3685 loss_ce_3: 0.2651 loss_bbox_3: 0.1772 loss_giou_3: 0.3612 loss_ce_4: 0.2569 loss_bbox_4: 0.1657 loss_giou_4: 0.3528 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:38] d2.utils.events INFO: eta: 15:50:41 iter: 246239 total_loss: 5.52 loss_ce: 0.2859 loss_bbox: 0.1694 loss_giou: 0.3379 loss_ce_0: 0.4669 loss_bbox_0: 0.3072 loss_giou_0: 0.5408 loss_ce_1: 0.3748 loss_bbox_1: 0.2043 loss_giou_1: 0.3841 loss_ce_2: 0.303 loss_bbox_2: 0.1854 loss_giou_2: 0.3517 loss_ce_3: 0.2776 loss_bbox_3: 0.1763 loss_giou_3: 0.3393 loss_ce_4: 0.2751 loss_bbox_4: 0.1739 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:43] d2.utils.events INFO: eta: 15:51:08 iter: 246259 total_loss: 5.993 loss_ce: 0.3168 loss_bbox: 0.1871 loss_giou: 0.348 loss_ce_0: 0.5056 loss_bbox_0: 0.3189 loss_giou_0: 0.5354 loss_ce_1: 0.4119 loss_bbox_1: 0.229 loss_giou_1: 0.4011 loss_ce_2: 0.3626 loss_bbox_2: 0.2045 loss_giou_2: 0.3683 loss_ce_3: 0.3285 loss_bbox_3: 0.1941 loss_giou_3: 0.3578 loss_ce_4: 0.3237 loss_bbox_4: 0.1949 loss_giou_4: 0.3494 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:49] d2.utils.events INFO: eta: 15:51:37 iter: 246279 total_loss: 5.586 loss_ce: 0.2802 loss_bbox: 0.1698 loss_giou: 0.3264 loss_ce_0: 0.4867 loss_bbox_0: 0.3079 loss_giou_0: 0.5226 loss_ce_1: 0.391 loss_bbox_1: 0.212 loss_giou_1: 0.3847 loss_ce_2: 0.3212 loss_bbox_2: 0.1856 loss_giou_2: 0.3519 loss_ce_3: 0.2959 loss_bbox_3: 0.179 loss_giou_3: 0.3442 loss_ce_4: 0.2822 loss_bbox_4: 0.174 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:17:55] d2.utils.events INFO: eta: 15:51:50 iter: 246299 total_loss: 5.437 loss_ce: 0.2709 loss_bbox: 0.1802 loss_giou: 0.3338 loss_ce_0: 0.4835 loss_bbox_0: 0.3091 loss_giou_0: 0.531 loss_ce_1: 0.3706 loss_bbox_1: 0.2175 loss_giou_1: 0.3869 loss_ce_2: 0.3104 loss_bbox_2: 0.2013 loss_giou_2: 0.353 loss_ce_3: 0.2805 loss_bbox_3: 0.1981 loss_giou_3: 0.3436 loss_ce_4: 0.27 loss_bbox_4: 0.1834 loss_giou_4: 0.3368 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:01] d2.utils.events INFO: eta: 15:51:48 iter: 246319 total_loss: 5.447 loss_ce: 0.2651 loss_bbox: 0.1625 loss_giou: 0.3153 loss_ce_0: 0.4709 loss_bbox_0: 0.2891 loss_giou_0: 0.496 loss_ce_1: 0.3749 loss_bbox_1: 0.1912 loss_giou_1: 0.3673 loss_ce_2: 0.3245 loss_bbox_2: 0.1787 loss_giou_2: 0.339 loss_ce_3: 0.2865 loss_bbox_3: 0.1676 loss_giou_3: 0.3283 loss_ce_4: 0.2749 loss_bbox_4: 0.1661 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:06] d2.utils.events INFO: eta: 15:51:38 iter: 246339 total_loss: 5.209 loss_ce: 0.2669 loss_bbox: 0.1641 loss_giou: 0.3195 loss_ce_0: 0.4689 loss_bbox_0: 0.2929 loss_giou_0: 0.524 loss_ce_1: 0.3504 loss_bbox_1: 0.2022 loss_giou_1: 0.3798 loss_ce_2: 0.3001 loss_bbox_2: 0.1815 loss_giou_2: 0.342 loss_ce_3: 0.2815 loss_bbox_3: 0.1689 loss_giou_3: 0.3211 loss_ce_4: 0.2649 loss_bbox_4: 0.1664 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:12] d2.utils.events INFO: eta: 15:51:13 iter: 246359 total_loss: 5.769 loss_ce: 0.2979 loss_bbox: 0.1694 loss_giou: 0.3472 loss_ce_0: 0.515 loss_bbox_0: 0.3058 loss_giou_0: 0.5338 loss_ce_1: 0.4037 loss_bbox_1: 0.209 loss_giou_1: 0.4084 loss_ce_2: 0.3427 loss_bbox_2: 0.1876 loss_giou_2: 0.3683 loss_ce_3: 0.3115 loss_bbox_3: 0.1788 loss_giou_3: 0.3534 loss_ce_4: 0.2925 loss_bbox_4: 0.1739 loss_giou_4: 0.3493 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:17] d2.utils.events INFO: eta: 15:50:58 iter: 246379 total_loss: 5.605 loss_ce: 0.2934 loss_bbox: 0.1902 loss_giou: 0.3338 loss_ce_0: 0.4954 loss_bbox_0: 0.3135 loss_giou_0: 0.518 loss_ce_1: 0.397 loss_bbox_1: 0.2087 loss_giou_1: 0.3792 loss_ce_2: 0.334 loss_bbox_2: 0.1961 loss_giou_2: 0.351 loss_ce_3: 0.3044 loss_bbox_3: 0.1916 loss_giou_3: 0.3423 loss_ce_4: 0.2969 loss_bbox_4: 0.1926 loss_giou_4: 0.3396 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:23] d2.utils.events INFO: eta: 15:50:54 iter: 246399 total_loss: 5.352 loss_ce: 0.2697 loss_bbox: 0.1766 loss_giou: 0.3328 loss_ce_0: 0.4622 loss_bbox_0: 0.3046 loss_giou_0: 0.5174 loss_ce_1: 0.369 loss_bbox_1: 0.2106 loss_giou_1: 0.3855 loss_ce_2: 0.3002 loss_bbox_2: 0.191 loss_giou_2: 0.3506 loss_ce_3: 0.2715 loss_bbox_3: 0.1867 loss_giou_3: 0.3426 loss_ce_4: 0.2606 loss_bbox_4: 0.1795 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0345 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:29] d2.utils.events INFO: eta: 15:50:45 iter: 246419 total_loss: 5.554 loss_ce: 0.2715 loss_bbox: 0.1822 loss_giou: 0.3139 loss_ce_0: 0.4954 loss_bbox_0: 0.3186 loss_giou_0: 0.4662 loss_ce_1: 0.3828 loss_bbox_1: 0.2121 loss_giou_1: 0.3574 loss_ce_2: 0.3183 loss_bbox_2: 0.202 loss_giou_2: 0.3331 loss_ce_3: 0.2941 loss_bbox_3: 0.1939 loss_giou_3: 0.3236 loss_ce_4: 0.2764 loss_bbox_4: 0.1861 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:34] d2.utils.events INFO: eta: 15:50:14 iter: 246439 total_loss: 5.559 loss_ce: 0.2784 loss_bbox: 0.1757 loss_giou: 0.3266 loss_ce_0: 0.5034 loss_bbox_0: 0.3094 loss_giou_0: 0.5033 loss_ce_1: 0.3976 loss_bbox_1: 0.2061 loss_giou_1: 0.3679 loss_ce_2: 0.3205 loss_bbox_2: 0.1886 loss_giou_2: 0.3303 loss_ce_3: 0.2896 loss_bbox_3: 0.1808 loss_giou_3: 0.3249 loss_ce_4: 0.28 loss_bbox_4: 0.1791 loss_giou_4: 0.3252 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:40] d2.utils.events INFO: eta: 15:50:34 iter: 246459 total_loss: 5.633 loss_ce: 0.2835 loss_bbox: 0.1878 loss_giou: 0.3249 loss_ce_0: 0.4942 loss_bbox_0: 0.3132 loss_giou_0: 0.4939 loss_ce_1: 0.3791 loss_bbox_1: 0.2229 loss_giou_1: 0.3696 loss_ce_2: 0.3123 loss_bbox_2: 0.201 loss_giou_2: 0.3407 loss_ce_3: 0.2899 loss_bbox_3: 0.1958 loss_giou_3: 0.3244 loss_ce_4: 0.2846 loss_bbox_4: 0.194 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:46] d2.utils.events INFO: eta: 15:50:51 iter: 246479 total_loss: 5.554 loss_ce: 0.2789 loss_bbox: 0.1768 loss_giou: 0.3231 loss_ce_0: 0.4853 loss_bbox_0: 0.3083 loss_giou_0: 0.5382 loss_ce_1: 0.3736 loss_bbox_1: 0.2163 loss_giou_1: 0.3813 loss_ce_2: 0.3227 loss_bbox_2: 0.1903 loss_giou_2: 0.337 loss_ce_3: 0.2937 loss_bbox_3: 0.1813 loss_giou_3: 0.3243 loss_ce_4: 0.2795 loss_bbox_4: 0.1786 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:51] d2.utils.events INFO: eta: 15:50:34 iter: 246499 total_loss: 5.631 loss_ce: 0.2653 loss_bbox: 0.1737 loss_giou: 0.3464 loss_ce_0: 0.4848 loss_bbox_0: 0.3146 loss_giou_0: 0.5308 loss_ce_1: 0.3735 loss_bbox_1: 0.2156 loss_giou_1: 0.4011 loss_ce_2: 0.3076 loss_bbox_2: 0.1922 loss_giou_2: 0.3637 loss_ce_3: 0.2822 loss_bbox_3: 0.1787 loss_giou_3: 0.3511 loss_ce_4: 0.2671 loss_bbox_4: 0.1791 loss_giou_4: 0.3478 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:18:57] d2.utils.events INFO: eta: 15:50:13 iter: 246519 total_loss: 5.64 loss_ce: 0.2851 loss_bbox: 0.175 loss_giou: 0.3294 loss_ce_0: 0.4859 loss_bbox_0: 0.2941 loss_giou_0: 0.518 loss_ce_1: 0.3878 loss_bbox_1: 0.2024 loss_giou_1: 0.3834 loss_ce_2: 0.3495 loss_bbox_2: 0.1885 loss_giou_2: 0.3532 loss_ce_3: 0.3106 loss_bbox_3: 0.1811 loss_giou_3: 0.3432 loss_ce_4: 0.304 loss_bbox_4: 0.1754 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:03] d2.utils.events INFO: eta: 15:49:13 iter: 246539 total_loss: 5.561 loss_ce: 0.2646 loss_bbox: 0.173 loss_giou: 0.3216 loss_ce_0: 0.4842 loss_bbox_0: 0.3004 loss_giou_0: 0.5132 loss_ce_1: 0.373 loss_bbox_1: 0.2059 loss_giou_1: 0.3661 loss_ce_2: 0.3128 loss_bbox_2: 0.1843 loss_giou_2: 0.3413 loss_ce_3: 0.2734 loss_bbox_3: 0.1774 loss_giou_3: 0.3267 loss_ce_4: 0.2622 loss_bbox_4: 0.176 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:08] d2.utils.events INFO: eta: 15:49:12 iter: 246559 total_loss: 5.561 loss_ce: 0.2635 loss_bbox: 0.1679 loss_giou: 0.329 loss_ce_0: 0.4786 loss_bbox_0: 0.3063 loss_giou_0: 0.5248 loss_ce_1: 0.3745 loss_bbox_1: 0.2049 loss_giou_1: 0.3883 loss_ce_2: 0.3037 loss_bbox_2: 0.1816 loss_giou_2: 0.3575 loss_ce_3: 0.2648 loss_bbox_3: 0.1736 loss_giou_3: 0.3421 loss_ce_4: 0.2554 loss_bbox_4: 0.1698 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:14] d2.utils.events INFO: eta: 15:49:20 iter: 246579 total_loss: 5.284 loss_ce: 0.2505 loss_bbox: 0.173 loss_giou: 0.3019 loss_ce_0: 0.4826 loss_bbox_0: 0.2922 loss_giou_0: 0.4567 loss_ce_1: 0.3701 loss_bbox_1: 0.2067 loss_giou_1: 0.3444 loss_ce_2: 0.3014 loss_bbox_2: 0.1864 loss_giou_2: 0.3187 loss_ce_3: 0.2774 loss_bbox_3: 0.1775 loss_giou_3: 0.305 loss_ce_4: 0.2527 loss_bbox_4: 0.1724 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:20] d2.utils.events INFO: eta: 15:48:59 iter: 246599 total_loss: 5.87 loss_ce: 0.2911 loss_bbox: 0.1836 loss_giou: 0.346 loss_ce_0: 0.5019 loss_bbox_0: 0.3082 loss_giou_0: 0.5223 loss_ce_1: 0.394 loss_bbox_1: 0.2136 loss_giou_1: 0.4003 loss_ce_2: 0.3489 loss_bbox_2: 0.1995 loss_giou_2: 0.3674 loss_ce_3: 0.3032 loss_bbox_3: 0.1879 loss_giou_3: 0.3532 loss_ce_4: 0.2894 loss_bbox_4: 0.1846 loss_giou_4: 0.3573 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:25] d2.utils.events INFO: eta: 15:48:24 iter: 246619 total_loss: 5.318 loss_ce: 0.2554 loss_bbox: 0.1626 loss_giou: 0.3152 loss_ce_0: 0.4711 loss_bbox_0: 0.2988 loss_giou_0: 0.5106 loss_ce_1: 0.3705 loss_bbox_1: 0.2035 loss_giou_1: 0.3714 loss_ce_2: 0.2998 loss_bbox_2: 0.1827 loss_giou_2: 0.3424 loss_ce_3: 0.2757 loss_bbox_3: 0.1812 loss_giou_3: 0.335 loss_ce_4: 0.2591 loss_bbox_4: 0.1644 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:31] d2.utils.events INFO: eta: 15:48:19 iter: 246639 total_loss: 5.207 loss_ce: 0.2477 loss_bbox: 0.1728 loss_giou: 0.3149 loss_ce_0: 0.4807 loss_bbox_0: 0.2946 loss_giou_0: 0.5162 loss_ce_1: 0.366 loss_bbox_1: 0.199 loss_giou_1: 0.3665 loss_ce_2: 0.301 loss_bbox_2: 0.1841 loss_giou_2: 0.3307 loss_ce_3: 0.2551 loss_bbox_3: 0.1797 loss_giou_3: 0.3221 loss_ce_4: 0.2548 loss_bbox_4: 0.1699 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0200 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:37] d2.utils.events INFO: eta: 15:47:55 iter: 246659 total_loss: 5.629 loss_ce: 0.2932 loss_bbox: 0.1796 loss_giou: 0.3188 loss_ce_0: 0.492 loss_bbox_0: 0.3182 loss_giou_0: 0.5064 loss_ce_1: 0.3988 loss_bbox_1: 0.2194 loss_giou_1: 0.3694 loss_ce_2: 0.3394 loss_bbox_2: 0.1989 loss_giou_2: 0.341 loss_ce_3: 0.303 loss_bbox_3: 0.1875 loss_giou_3: 0.3279 loss_ce_4: 0.2911 loss_bbox_4: 0.1784 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:42] d2.utils.events INFO: eta: 15:48:05 iter: 246679 total_loss: 5.821 loss_ce: 0.3056 loss_bbox: 0.1844 loss_giou: 0.3388 loss_ce_0: 0.5037 loss_bbox_0: 0.3195 loss_giou_0: 0.518 loss_ce_1: 0.4011 loss_bbox_1: 0.2148 loss_giou_1: 0.3918 loss_ce_2: 0.3348 loss_bbox_2: 0.1967 loss_giou_2: 0.3564 loss_ce_3: 0.3151 loss_bbox_3: 0.1858 loss_giou_3: 0.3482 loss_ce_4: 0.3038 loss_bbox_4: 0.1863 loss_giou_4: 0.3431 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:48] d2.utils.events INFO: eta: 15:48:30 iter: 246699 total_loss: 5.223 loss_ce: 0.2461 loss_bbox: 0.1748 loss_giou: 0.3268 loss_ce_0: 0.4933 loss_bbox_0: 0.298 loss_giou_0: 0.5207 loss_ce_1: 0.3645 loss_bbox_1: 0.2029 loss_giou_1: 0.3673 loss_ce_2: 0.3025 loss_bbox_2: 0.1899 loss_giou_2: 0.3419 loss_ce_3: 0.2673 loss_bbox_3: 0.1785 loss_giou_3: 0.3334 loss_ce_4: 0.2487 loss_bbox_4: 0.1768 loss_giou_4: 0.33 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:54] d2.utils.events INFO: eta: 15:48:24 iter: 246719 total_loss: 5.35 loss_ce: 0.2567 loss_bbox: 0.1689 loss_giou: 0.3069 loss_ce_0: 0.4654 loss_bbox_0: 0.2886 loss_giou_0: 0.4967 loss_ce_1: 0.3552 loss_bbox_1: 0.2008 loss_giou_1: 0.3525 loss_ce_2: 0.3048 loss_bbox_2: 0.1869 loss_giou_2: 0.3206 loss_ce_3: 0.2759 loss_bbox_3: 0.1743 loss_giou_3: 0.3132 loss_ce_4: 0.2666 loss_bbox_4: 0.1757 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 09:19:59] d2.utils.events INFO: eta: 15:48:20 iter: 246739 total_loss: 5.466 loss_ce: 0.2729 loss_bbox: 0.1842 loss_giou: 0.3378 loss_ce_0: 0.4949 loss_bbox_0: 0.2961 loss_giou_0: 0.5097 loss_ce_1: 0.3886 loss_bbox_1: 0.2131 loss_giou_1: 0.3802 loss_ce_2: 0.3134 loss_bbox_2: 0.1954 loss_giou_2: 0.3468 loss_ce_3: 0.2918 loss_bbox_3: 0.1853 loss_giou_3: 0.3484 loss_ce_4: 0.2709 loss_bbox_4: 0.1903 loss_giou_4: 0.3424 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:05] d2.utils.events INFO: eta: 15:48:04 iter: 246759 total_loss: 5.412 loss_ce: 0.2644 loss_bbox: 0.1676 loss_giou: 0.3369 loss_ce_0: 0.476 loss_bbox_0: 0.2832 loss_giou_0: 0.5096 loss_ce_1: 0.3712 loss_bbox_1: 0.2036 loss_giou_1: 0.3755 loss_ce_2: 0.3042 loss_bbox_2: 0.1803 loss_giou_2: 0.3499 loss_ce_3: 0.2698 loss_bbox_3: 0.1728 loss_giou_3: 0.3375 loss_ce_4: 0.2623 loss_bbox_4: 0.1692 loss_giou_4: 0.3369 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:11] d2.utils.events INFO: eta: 15:47:43 iter: 246779 total_loss: 5.675 loss_ce: 0.2845 loss_bbox: 0.1856 loss_giou: 0.3422 loss_ce_0: 0.5096 loss_bbox_0: 0.3275 loss_giou_0: 0.5456 loss_ce_1: 0.3937 loss_bbox_1: 0.2283 loss_giou_1: 0.3867 loss_ce_2: 0.3371 loss_bbox_2: 0.1958 loss_giou_2: 0.3593 loss_ce_3: 0.2973 loss_bbox_3: 0.1853 loss_giou_3: 0.3523 loss_ce_4: 0.2873 loss_bbox_4: 0.1826 loss_giou_4: 0.348 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:16] d2.utils.events INFO: eta: 15:47:37 iter: 246799 total_loss: 5.168 loss_ce: 0.2824 loss_bbox: 0.1717 loss_giou: 0.3036 loss_ce_0: 0.5114 loss_bbox_0: 0.3193 loss_giou_0: 0.4791 loss_ce_1: 0.388 loss_bbox_1: 0.2188 loss_giou_1: 0.3383 loss_ce_2: 0.315 loss_bbox_2: 0.1892 loss_giou_2: 0.3228 loss_ce_3: 0.2883 loss_bbox_3: 0.1839 loss_giou_3: 0.3135 loss_ce_4: 0.2909 loss_bbox_4: 0.1743 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:22] d2.utils.events INFO: eta: 15:47:46 iter: 246819 total_loss: 5.553 loss_ce: 0.2618 loss_bbox: 0.1775 loss_giou: 0.3301 loss_ce_0: 0.486 loss_bbox_0: 0.3092 loss_giou_0: 0.522 loss_ce_1: 0.3647 loss_bbox_1: 0.2098 loss_giou_1: 0.3754 loss_ce_2: 0.3162 loss_bbox_2: 0.1899 loss_giou_2: 0.3471 loss_ce_3: 0.2706 loss_bbox_3: 0.1847 loss_giou_3: 0.3355 loss_ce_4: 0.2601 loss_bbox_4: 0.1784 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:28] d2.utils.events INFO: eta: 15:47:40 iter: 246839 total_loss: 5.471 loss_ce: 0.2714 loss_bbox: 0.1886 loss_giou: 0.3297 loss_ce_0: 0.4842 loss_bbox_0: 0.3047 loss_giou_0: 0.5031 loss_ce_1: 0.374 loss_bbox_1: 0.2128 loss_giou_1: 0.37 loss_ce_2: 0.313 loss_bbox_2: 0.197 loss_giou_2: 0.3436 loss_ce_3: 0.2775 loss_bbox_3: 0.1932 loss_giou_3: 0.3346 loss_ce_4: 0.2684 loss_bbox_4: 0.1902 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:33] d2.utils.events INFO: eta: 15:47:21 iter: 246859 total_loss: 5.4 loss_ce: 0.257 loss_bbox: 0.1647 loss_giou: 0.3243 loss_ce_0: 0.4734 loss_bbox_0: 0.289 loss_giou_0: 0.5082 loss_ce_1: 0.3806 loss_bbox_1: 0.203 loss_giou_1: 0.3764 loss_ce_2: 0.318 loss_bbox_2: 0.1805 loss_giou_2: 0.3515 loss_ce_3: 0.2825 loss_bbox_3: 0.172 loss_giou_3: 0.3304 loss_ce_4: 0.2529 loss_bbox_4: 0.1675 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:39] d2.utils.events INFO: eta: 15:47:30 iter: 246879 total_loss: 5.63 loss_ce: 0.2595 loss_bbox: 0.1797 loss_giou: 0.3344 loss_ce_0: 0.489 loss_bbox_0: 0.3126 loss_giou_0: 0.5121 loss_ce_1: 0.3754 loss_bbox_1: 0.2188 loss_giou_1: 0.3763 loss_ce_2: 0.2984 loss_bbox_2: 0.2041 loss_giou_2: 0.3528 loss_ce_3: 0.2728 loss_bbox_3: 0.1891 loss_giou_3: 0.3412 loss_ce_4: 0.2618 loss_bbox_4: 0.1851 loss_giou_4: 0.3361 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:44] d2.utils.events INFO: eta: 15:47:25 iter: 246899 total_loss: 5.799 loss_ce: 0.299 loss_bbox: 0.1764 loss_giou: 0.3398 loss_ce_0: 0.4907 loss_bbox_0: 0.3035 loss_giou_0: 0.5412 loss_ce_1: 0.3754 loss_bbox_1: 0.2125 loss_giou_1: 0.3907 loss_ce_2: 0.3255 loss_bbox_2: 0.1857 loss_giou_2: 0.3571 loss_ce_3: 0.3014 loss_bbox_3: 0.1788 loss_giou_3: 0.3449 loss_ce_4: 0.2973 loss_bbox_4: 0.1832 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:50] d2.utils.events INFO: eta: 15:47:22 iter: 246919 total_loss: 5.291 loss_ce: 0.2618 loss_bbox: 0.175 loss_giou: 0.3039 loss_ce_0: 0.4793 loss_bbox_0: 0.3035 loss_giou_0: 0.4963 loss_ce_1: 0.3715 loss_bbox_1: 0.2052 loss_giou_1: 0.3575 loss_ce_2: 0.3148 loss_bbox_2: 0.1838 loss_giou_2: 0.3253 loss_ce_3: 0.2769 loss_bbox_3: 0.179 loss_giou_3: 0.3173 loss_ce_4: 0.2617 loss_bbox_4: 0.1746 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:20:56] d2.utils.events INFO: eta: 15:47:25 iter: 246939 total_loss: 5.756 loss_ce: 0.2785 loss_bbox: 0.1805 loss_giou: 0.3555 loss_ce_0: 0.487 loss_bbox_0: 0.3047 loss_giou_0: 0.5267 loss_ce_1: 0.3876 loss_bbox_1: 0.216 loss_giou_1: 0.3967 loss_ce_2: 0.3159 loss_bbox_2: 0.1906 loss_giou_2: 0.3736 loss_ce_3: 0.2873 loss_bbox_3: 0.1838 loss_giou_3: 0.3667 loss_ce_4: 0.2714 loss_bbox_4: 0.1825 loss_giou_4: 0.3595 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:02] d2.utils.events INFO: eta: 15:47:48 iter: 246959 total_loss: 5.815 loss_ce: 0.2733 loss_bbox: 0.1763 loss_giou: 0.3395 loss_ce_0: 0.4949 loss_bbox_0: 0.3112 loss_giou_0: 0.5315 loss_ce_1: 0.3932 loss_bbox_1: 0.202 loss_giou_1: 0.3906 loss_ce_2: 0.3306 loss_bbox_2: 0.1844 loss_giou_2: 0.36 loss_ce_3: 0.2939 loss_bbox_3: 0.1785 loss_giou_3: 0.355 loss_ce_4: 0.2821 loss_bbox_4: 0.1748 loss_giou_4: 0.3435 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:07] d2.utils.events INFO: eta: 15:48:11 iter: 246979 total_loss: 5.536 loss_ce: 0.2823 loss_bbox: 0.1778 loss_giou: 0.3277 loss_ce_0: 0.4871 loss_bbox_0: 0.3171 loss_giou_0: 0.5092 loss_ce_1: 0.3984 loss_bbox_1: 0.2002 loss_giou_1: 0.3756 loss_ce_2: 0.3235 loss_bbox_2: 0.1909 loss_giou_2: 0.3523 loss_ce_3: 0.2928 loss_bbox_3: 0.1822 loss_giou_3: 0.339 loss_ce_4: 0.2869 loss_bbox_4: 0.181 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:13] d2.utils.events INFO: eta: 15:48:39 iter: 246999 total_loss: 5.771 loss_ce: 0.2813 loss_bbox: 0.1839 loss_giou: 0.3352 loss_ce_0: 0.5055 loss_bbox_0: 0.3063 loss_giou_0: 0.5139 loss_ce_1: 0.407 loss_bbox_1: 0.2164 loss_giou_1: 0.3872 loss_ce_2: 0.3336 loss_bbox_2: 0.1929 loss_giou_2: 0.352 loss_ce_3: 0.3073 loss_bbox_3: 0.1859 loss_giou_3: 0.3386 loss_ce_4: 0.2882 loss_bbox_4: 0.1864 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:19] d2.utils.events INFO: eta: 15:48:59 iter: 247019 total_loss: 5.415 loss_ce: 0.2749 loss_bbox: 0.1695 loss_giou: 0.3231 loss_ce_0: 0.4885 loss_bbox_0: 0.2957 loss_giou_0: 0.5065 loss_ce_1: 0.3846 loss_bbox_1: 0.1969 loss_giou_1: 0.3738 loss_ce_2: 0.3293 loss_bbox_2: 0.1826 loss_giou_2: 0.3411 loss_ce_3: 0.2915 loss_bbox_3: 0.1788 loss_giou_3: 0.3281 loss_ce_4: 0.2772 loss_bbox_4: 0.1748 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:24] d2.utils.events INFO: eta: 15:49:03 iter: 247039 total_loss: 5.443 loss_ce: 0.2694 loss_bbox: 0.1707 loss_giou: 0.3383 loss_ce_0: 0.4721 loss_bbox_0: 0.2957 loss_giou_0: 0.5262 loss_ce_1: 0.3739 loss_bbox_1: 0.2069 loss_giou_1: 0.3868 loss_ce_2: 0.3068 loss_bbox_2: 0.1855 loss_giou_2: 0.3606 loss_ce_3: 0.2744 loss_bbox_3: 0.1764 loss_giou_3: 0.3436 loss_ce_4: 0.2666 loss_bbox_4: 0.1742 loss_giou_4: 0.3403 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:30] d2.utils.events INFO: eta: 15:48:58 iter: 247059 total_loss: 5.762 loss_ce: 0.2833 loss_bbox: 0.1856 loss_giou: 0.3407 loss_ce_0: 0.4777 loss_bbox_0: 0.3056 loss_giou_0: 0.516 loss_ce_1: 0.3846 loss_bbox_1: 0.2145 loss_giou_1: 0.3905 loss_ce_2: 0.3131 loss_bbox_2: 0.1948 loss_giou_2: 0.3521 loss_ce_3: 0.2918 loss_bbox_3: 0.1905 loss_giou_3: 0.3502 loss_ce_4: 0.2761 loss_bbox_4: 0.1885 loss_giou_4: 0.3434 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:36] d2.utils.events INFO: eta: 15:49:06 iter: 247079 total_loss: 5.433 loss_ce: 0.2851 loss_bbox: 0.1724 loss_giou: 0.335 loss_ce_0: 0.5033 loss_bbox_0: 0.3025 loss_giou_0: 0.5201 loss_ce_1: 0.3928 loss_bbox_1: 0.2045 loss_giou_1: 0.3946 loss_ce_2: 0.3302 loss_bbox_2: 0.1892 loss_giou_2: 0.3514 loss_ce_3: 0.2946 loss_bbox_3: 0.1816 loss_giou_3: 0.3466 loss_ce_4: 0.2834 loss_bbox_4: 0.1766 loss_giou_4: 0.3418 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:41] d2.utils.events INFO: eta: 15:49:00 iter: 247099 total_loss: 5.703 loss_ce: 0.3055 loss_bbox: 0.1676 loss_giou: 0.3305 loss_ce_0: 0.5062 loss_bbox_0: 0.3228 loss_giou_0: 0.5381 loss_ce_1: 0.4066 loss_bbox_1: 0.2029 loss_giou_1: 0.3897 loss_ce_2: 0.3344 loss_bbox_2: 0.1842 loss_giou_2: 0.3536 loss_ce_3: 0.3015 loss_bbox_3: 0.1745 loss_giou_3: 0.3433 loss_ce_4: 0.2922 loss_bbox_4: 0.1716 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:47] d2.utils.events INFO: eta: 15:48:45 iter: 247119 total_loss: 5.646 loss_ce: 0.286 loss_bbox: 0.1805 loss_giou: 0.3283 loss_ce_0: 0.5057 loss_bbox_0: 0.3055 loss_giou_0: 0.5346 loss_ce_1: 0.3967 loss_bbox_1: 0.2168 loss_giou_1: 0.3777 loss_ce_2: 0.3307 loss_bbox_2: 0.194 loss_giou_2: 0.3464 loss_ce_3: 0.2931 loss_bbox_3: 0.1801 loss_giou_3: 0.3393 loss_ce_4: 0.2889 loss_bbox_4: 0.1819 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:53] d2.utils.events INFO: eta: 15:48:35 iter: 247139 total_loss: 5.477 loss_ce: 0.2631 loss_bbox: 0.1694 loss_giou: 0.3291 loss_ce_0: 0.4668 loss_bbox_0: 0.2876 loss_giou_0: 0.502 loss_ce_1: 0.371 loss_bbox_1: 0.202 loss_giou_1: 0.3866 loss_ce_2: 0.2974 loss_bbox_2: 0.1875 loss_giou_2: 0.3544 loss_ce_3: 0.2819 loss_bbox_3: 0.1794 loss_giou_3: 0.3434 loss_ce_4: 0.2631 loss_bbox_4: 0.1763 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 09:21:58] d2.utils.events INFO: eta: 15:48:51 iter: 247159 total_loss: 5.61 loss_ce: 0.2845 loss_bbox: 0.1748 loss_giou: 0.3238 loss_ce_0: 0.5098 loss_bbox_0: 0.3055 loss_giou_0: 0.5093 loss_ce_1: 0.4006 loss_bbox_1: 0.2009 loss_giou_1: 0.3837 loss_ce_2: 0.3304 loss_bbox_2: 0.1849 loss_giou_2: 0.3435 loss_ce_3: 0.2982 loss_bbox_3: 0.1773 loss_giou_3: 0.3349 loss_ce_4: 0.2899 loss_bbox_4: 0.1739 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:04] d2.utils.events INFO: eta: 15:48:58 iter: 247179 total_loss: 5.374 loss_ce: 0.2598 loss_bbox: 0.1766 loss_giou: 0.3262 loss_ce_0: 0.4856 loss_bbox_0: 0.3059 loss_giou_0: 0.4989 loss_ce_1: 0.3806 loss_bbox_1: 0.2116 loss_giou_1: 0.3603 loss_ce_2: 0.325 loss_bbox_2: 0.1887 loss_giou_2: 0.3447 loss_ce_3: 0.2843 loss_bbox_3: 0.184 loss_giou_3: 0.3379 loss_ce_4: 0.2638 loss_bbox_4: 0.1811 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:10] d2.utils.events INFO: eta: 15:48:30 iter: 247199 total_loss: 5.466 loss_ce: 0.2772 loss_bbox: 0.1711 loss_giou: 0.3417 loss_ce_0: 0.4957 loss_bbox_0: 0.2897 loss_giou_0: 0.5421 loss_ce_1: 0.3621 loss_bbox_1: 0.197 loss_giou_1: 0.3937 loss_ce_2: 0.3119 loss_bbox_2: 0.1815 loss_giou_2: 0.3464 loss_ce_3: 0.2799 loss_bbox_3: 0.1797 loss_giou_3: 0.3404 loss_ce_4: 0.2716 loss_bbox_4: 0.175 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:15] d2.utils.events INFO: eta: 15:47:38 iter: 247219 total_loss: 5.594 loss_ce: 0.2971 loss_bbox: 0.1836 loss_giou: 0.3164 loss_ce_0: 0.5096 loss_bbox_0: 0.3067 loss_giou_0: 0.4915 loss_ce_1: 0.3775 loss_bbox_1: 0.2149 loss_giou_1: 0.3627 loss_ce_2: 0.3418 loss_bbox_2: 0.1917 loss_giou_2: 0.3328 loss_ce_3: 0.3122 loss_bbox_3: 0.1895 loss_giou_3: 0.327 loss_ce_4: 0.3076 loss_bbox_4: 0.1868 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:21] d2.utils.events INFO: eta: 15:47:00 iter: 247239 total_loss: 5.387 loss_ce: 0.2507 loss_bbox: 0.1754 loss_giou: 0.3314 loss_ce_0: 0.4583 loss_bbox_0: 0.3019 loss_giou_0: 0.4949 loss_ce_1: 0.3675 loss_bbox_1: 0.2065 loss_giou_1: 0.3707 loss_ce_2: 0.3122 loss_bbox_2: 0.1872 loss_giou_2: 0.3439 loss_ce_3: 0.265 loss_bbox_3: 0.185 loss_giou_3: 0.3351 loss_ce_4: 0.2497 loss_bbox_4: 0.1827 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:26] d2.utils.events INFO: eta: 15:46:45 iter: 247259 total_loss: 5.566 loss_ce: 0.2633 loss_bbox: 0.1852 loss_giou: 0.3434 loss_ce_0: 0.4843 loss_bbox_0: 0.3012 loss_giou_0: 0.5239 loss_ce_1: 0.3977 loss_bbox_1: 0.2162 loss_giou_1: 0.3775 loss_ce_2: 0.3383 loss_bbox_2: 0.1981 loss_giou_2: 0.3552 loss_ce_3: 0.2875 loss_bbox_3: 0.1966 loss_giou_3: 0.3492 loss_ce_4: 0.2691 loss_bbox_4: 0.1897 loss_giou_4: 0.3465 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:32] d2.utils.events INFO: eta: 15:46:47 iter: 247279 total_loss: 5.493 loss_ce: 0.2825 loss_bbox: 0.179 loss_giou: 0.2956 loss_ce_0: 0.4839 loss_bbox_0: 0.3044 loss_giou_0: 0.4692 loss_ce_1: 0.3799 loss_bbox_1: 0.2035 loss_giou_1: 0.3334 loss_ce_2: 0.3197 loss_bbox_2: 0.1925 loss_giou_2: 0.3104 loss_ce_3: 0.2899 loss_bbox_3: 0.1851 loss_giou_3: 0.3044 loss_ce_4: 0.2823 loss_bbox_4: 0.1808 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:38] d2.utils.events INFO: eta: 15:46:29 iter: 247299 total_loss: 5.486 loss_ce: 0.2934 loss_bbox: 0.1727 loss_giou: 0.3099 loss_ce_0: 0.5048 loss_bbox_0: 0.3011 loss_giou_0: 0.4781 loss_ce_1: 0.3885 loss_bbox_1: 0.2055 loss_giou_1: 0.3519 loss_ce_2: 0.3366 loss_bbox_2: 0.1886 loss_giou_2: 0.3258 loss_ce_3: 0.3009 loss_bbox_3: 0.186 loss_giou_3: 0.3184 loss_ce_4: 0.2801 loss_bbox_4: 0.1775 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:44] d2.utils.events INFO: eta: 15:46:36 iter: 247319 total_loss: 5.612 loss_ce: 0.2779 loss_bbox: 0.1719 loss_giou: 0.3164 loss_ce_0: 0.48 loss_bbox_0: 0.3158 loss_giou_0: 0.5139 loss_ce_1: 0.3705 loss_bbox_1: 0.2111 loss_giou_1: 0.3812 loss_ce_2: 0.3179 loss_bbox_2: 0.18 loss_giou_2: 0.3427 loss_ce_3: 0.299 loss_bbox_3: 0.1741 loss_giou_3: 0.3265 loss_ce_4: 0.282 loss_bbox_4: 0.1752 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:49] d2.utils.events INFO: eta: 15:46:33 iter: 247339 total_loss: 5.345 loss_ce: 0.2809 loss_bbox: 0.1749 loss_giou: 0.3099 loss_ce_0: 0.4857 loss_bbox_0: 0.297 loss_giou_0: 0.4849 loss_ce_1: 0.3739 loss_bbox_1: 0.2099 loss_giou_1: 0.3441 loss_ce_2: 0.3253 loss_bbox_2: 0.1884 loss_giou_2: 0.3286 loss_ce_3: 0.2794 loss_bbox_3: 0.1799 loss_giou_3: 0.3169 loss_ce_4: 0.2775 loss_bbox_4: 0.1743 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 09:22:55] d2.utils.events INFO: eta: 15:46:30 iter: 247359 total_loss: 5.265 loss_ce: 0.2634 loss_bbox: 0.1551 loss_giou: 0.3129 loss_ce_0: 0.4657 loss_bbox_0: 0.295 loss_giou_0: 0.4978 loss_ce_1: 0.3618 loss_bbox_1: 0.1925 loss_giou_1: 0.3616 loss_ce_2: 0.2991 loss_bbox_2: 0.1701 loss_giou_2: 0.335 loss_ce_3: 0.2779 loss_bbox_3: 0.1622 loss_giou_3: 0.3207 loss_ce_4: 0.2694 loss_bbox_4: 0.1545 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:01] d2.utils.events INFO: eta: 15:46:37 iter: 247379 total_loss: 5.594 loss_ce: 0.2948 loss_bbox: 0.1671 loss_giou: 0.34 loss_ce_0: 0.49 loss_bbox_0: 0.2998 loss_giou_0: 0.5447 loss_ce_1: 0.3886 loss_bbox_1: 0.1983 loss_giou_1: 0.4052 loss_ce_2: 0.3275 loss_bbox_2: 0.1799 loss_giou_2: 0.3667 loss_ce_3: 0.3077 loss_bbox_3: 0.1732 loss_giou_3: 0.3502 loss_ce_4: 0.3054 loss_bbox_4: 0.1697 loss_giou_4: 0.3423 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:06] d2.utils.events INFO: eta: 15:46:09 iter: 247399 total_loss: 5.772 loss_ce: 0.2982 loss_bbox: 0.1784 loss_giou: 0.3512 loss_ce_0: 0.5005 loss_bbox_0: 0.3104 loss_giou_0: 0.5484 loss_ce_1: 0.3872 loss_bbox_1: 0.2118 loss_giou_1: 0.4018 loss_ce_2: 0.3282 loss_bbox_2: 0.1928 loss_giou_2: 0.3792 loss_ce_3: 0.3107 loss_bbox_3: 0.1841 loss_giou_3: 0.3608 loss_ce_4: 0.2976 loss_bbox_4: 0.1816 loss_giou_4: 0.3559 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:12] d2.utils.events INFO: eta: 15:46:00 iter: 247419 total_loss: 5.873 loss_ce: 0.2919 loss_bbox: 0.1686 loss_giou: 0.3512 loss_ce_0: 0.4981 loss_bbox_0: 0.3008 loss_giou_0: 0.5431 loss_ce_1: 0.3939 loss_bbox_1: 0.2082 loss_giou_1: 0.4146 loss_ce_2: 0.3314 loss_bbox_2: 0.1853 loss_giou_2: 0.3823 loss_ce_3: 0.3002 loss_bbox_3: 0.1775 loss_giou_3: 0.3714 loss_ce_4: 0.2892 loss_bbox_4: 0.1692 loss_giou_4: 0.3551 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:18] d2.utils.events INFO: eta: 15:46:06 iter: 247439 total_loss: 5.763 loss_ce: 0.2889 loss_bbox: 0.1984 loss_giou: 0.3424 loss_ce_0: 0.4747 loss_bbox_0: 0.3125 loss_giou_0: 0.5074 loss_ce_1: 0.3877 loss_bbox_1: 0.2247 loss_giou_1: 0.3934 loss_ce_2: 0.3339 loss_bbox_2: 0.2058 loss_giou_2: 0.3562 loss_ce_3: 0.2953 loss_bbox_3: 0.1931 loss_giou_3: 0.3525 loss_ce_4: 0.2912 loss_bbox_4: 0.2008 loss_giou_4: 0.3491 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:23] d2.utils.events INFO: eta: 15:46:21 iter: 247459 total_loss: 5.403 loss_ce: 0.2487 loss_bbox: 0.1687 loss_giou: 0.3318 loss_ce_0: 0.4708 loss_bbox_0: 0.2943 loss_giou_0: 0.5376 loss_ce_1: 0.349 loss_bbox_1: 0.2019 loss_giou_1: 0.382 loss_ce_2: 0.2881 loss_bbox_2: 0.1886 loss_giou_2: 0.3486 loss_ce_3: 0.2629 loss_bbox_3: 0.1812 loss_giou_3: 0.3394 loss_ce_4: 0.247 loss_bbox_4: 0.1702 loss_giou_4: 0.3392 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:29] d2.utils.events INFO: eta: 15:46:25 iter: 247479 total_loss: 5.314 loss_ce: 0.2609 loss_bbox: 0.1673 loss_giou: 0.3293 loss_ce_0: 0.4712 loss_bbox_0: 0.2942 loss_giou_0: 0.5142 loss_ce_1: 0.3627 loss_bbox_1: 0.1982 loss_giou_1: 0.386 loss_ce_2: 0.2999 loss_bbox_2: 0.1798 loss_giou_2: 0.3565 loss_ce_3: 0.2731 loss_bbox_3: 0.1715 loss_giou_3: 0.342 loss_ce_4: 0.2681 loss_bbox_4: 0.1704 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:35] d2.utils.events INFO: eta: 15:46:09 iter: 247499 total_loss: 5.579 loss_ce: 0.2707 loss_bbox: 0.17 loss_giou: 0.3278 loss_ce_0: 0.4736 loss_bbox_0: 0.3108 loss_giou_0: 0.4877 loss_ce_1: 0.3859 loss_bbox_1: 0.2181 loss_giou_1: 0.3743 loss_ce_2: 0.3284 loss_bbox_2: 0.195 loss_giou_2: 0.3419 loss_ce_3: 0.2843 loss_bbox_3: 0.1767 loss_giou_3: 0.3339 loss_ce_4: 0.2726 loss_bbox_4: 0.1716 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:40] d2.utils.events INFO: eta: 15:46:16 iter: 247519 total_loss: 5.702 loss_ce: 0.2791 loss_bbox: 0.1788 loss_giou: 0.3526 loss_ce_0: 0.4949 loss_bbox_0: 0.3092 loss_giou_0: 0.5114 loss_ce_1: 0.3973 loss_bbox_1: 0.2105 loss_giou_1: 0.3815 loss_ce_2: 0.3355 loss_bbox_2: 0.1944 loss_giou_2: 0.3562 loss_ce_3: 0.2991 loss_bbox_3: 0.1853 loss_giou_3: 0.3563 loss_ce_4: 0.2782 loss_bbox_4: 0.1802 loss_giou_4: 0.3508 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:46] d2.utils.events INFO: eta: 15:46:41 iter: 247539 total_loss: 5.227 loss_ce: 0.2521 loss_bbox: 0.1749 loss_giou: 0.3155 loss_ce_0: 0.4807 loss_bbox_0: 0.306 loss_giou_0: 0.5001 loss_ce_1: 0.3714 loss_bbox_1: 0.2108 loss_giou_1: 0.3664 loss_ce_2: 0.3169 loss_bbox_2: 0.195 loss_giou_2: 0.3415 loss_ce_3: 0.2626 loss_bbox_3: 0.1819 loss_giou_3: 0.327 loss_ce_4: 0.2567 loss_bbox_4: 0.1794 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:52] d2.utils.events INFO: eta: 15:46:39 iter: 247559 total_loss: 5.423 loss_ce: 0.2675 loss_bbox: 0.1754 loss_giou: 0.3481 loss_ce_0: 0.4697 loss_bbox_0: 0.2936 loss_giou_0: 0.5365 loss_ce_1: 0.3581 loss_bbox_1: 0.2023 loss_giou_1: 0.3947 loss_ce_2: 0.2955 loss_bbox_2: 0.1846 loss_giou_2: 0.3604 loss_ce_3: 0.2773 loss_bbox_3: 0.1797 loss_giou_3: 0.3474 loss_ce_4: 0.2636 loss_bbox_4: 0.1755 loss_giou_4: 0.3483 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:23:58] d2.utils.events INFO: eta: 15:46:37 iter: 247579 total_loss: 5.57 loss_ce: 0.277 loss_bbox: 0.1713 loss_giou: 0.3334 loss_ce_0: 0.4872 loss_bbox_0: 0.3071 loss_giou_0: 0.527 loss_ce_1: 0.378 loss_bbox_1: 0.2072 loss_giou_1: 0.3892 loss_ce_2: 0.3246 loss_bbox_2: 0.1873 loss_giou_2: 0.358 loss_ce_3: 0.3006 loss_bbox_3: 0.1796 loss_giou_3: 0.3446 loss_ce_4: 0.2807 loss_bbox_4: 0.1733 loss_giou_4: 0.3349 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:03] d2.utils.events INFO: eta: 15:46:56 iter: 247599 total_loss: 5.555 loss_ce: 0.276 loss_bbox: 0.186 loss_giou: 0.3292 loss_ce_0: 0.4722 loss_bbox_0: 0.2964 loss_giou_0: 0.5076 loss_ce_1: 0.3892 loss_bbox_1: 0.2121 loss_giou_1: 0.3709 loss_ce_2: 0.3196 loss_bbox_2: 0.1978 loss_giou_2: 0.348 loss_ce_3: 0.2962 loss_bbox_3: 0.1896 loss_giou_3: 0.3413 loss_ce_4: 0.2797 loss_bbox_4: 0.1871 loss_giou_4: 0.3356 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:09] d2.utils.events INFO: eta: 15:47:50 iter: 247619 total_loss: 5.559 loss_ce: 0.2635 loss_bbox: 0.1854 loss_giou: 0.3322 loss_ce_0: 0.474 loss_bbox_0: 0.294 loss_giou_0: 0.4976 loss_ce_1: 0.3559 loss_bbox_1: 0.2145 loss_giou_1: 0.3862 loss_ce_2: 0.3059 loss_bbox_2: 0.1922 loss_giou_2: 0.3522 loss_ce_3: 0.2806 loss_bbox_3: 0.1851 loss_giou_3: 0.3475 loss_ce_4: 0.2697 loss_bbox_4: 0.1853 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:15] d2.utils.events INFO: eta: 15:47:08 iter: 247639 total_loss: 5.738 loss_ce: 0.2954 loss_bbox: 0.1792 loss_giou: 0.3465 loss_ce_0: 0.4914 loss_bbox_0: 0.3007 loss_giou_0: 0.527 loss_ce_1: 0.3923 loss_bbox_1: 0.2158 loss_giou_1: 0.3972 loss_ce_2: 0.3384 loss_bbox_2: 0.195 loss_giou_2: 0.3689 loss_ce_3: 0.301 loss_bbox_3: 0.1874 loss_giou_3: 0.3585 loss_ce_4: 0.2926 loss_bbox_4: 0.1875 loss_giou_4: 0.3526 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:20] d2.utils.events INFO: eta: 15:47:11 iter: 247659 total_loss: 5.502 loss_ce: 0.2718 loss_bbox: 0.1708 loss_giou: 0.3201 loss_ce_0: 0.4855 loss_bbox_0: 0.3055 loss_giou_0: 0.4933 loss_ce_1: 0.375 loss_bbox_1: 0.2108 loss_giou_1: 0.3575 loss_ce_2: 0.3161 loss_bbox_2: 0.1845 loss_giou_2: 0.333 loss_ce_3: 0.2899 loss_bbox_3: 0.1773 loss_giou_3: 0.3246 loss_ce_4: 0.2743 loss_bbox_4: 0.1689 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:26] d2.utils.events INFO: eta: 15:47:04 iter: 247679 total_loss: 5.51 loss_ce: 0.2726 loss_bbox: 0.1807 loss_giou: 0.3173 loss_ce_0: 0.4939 loss_bbox_0: 0.308 loss_giou_0: 0.5051 loss_ce_1: 0.3817 loss_bbox_1: 0.2177 loss_giou_1: 0.3614 loss_ce_2: 0.3171 loss_bbox_2: 0.1977 loss_giou_2: 0.338 loss_ce_3: 0.2882 loss_bbox_3: 0.1941 loss_giou_3: 0.3291 loss_ce_4: 0.2739 loss_bbox_4: 0.1861 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:32] d2.utils.events INFO: eta: 15:47:20 iter: 247699 total_loss: 5.377 loss_ce: 0.2668 loss_bbox: 0.1718 loss_giou: 0.312 loss_ce_0: 0.4785 loss_bbox_0: 0.2953 loss_giou_0: 0.4949 loss_ce_1: 0.3591 loss_bbox_1: 0.2024 loss_giou_1: 0.3568 loss_ce_2: 0.2947 loss_bbox_2: 0.182 loss_giou_2: 0.3304 loss_ce_3: 0.273 loss_bbox_3: 0.174 loss_giou_3: 0.3244 loss_ce_4: 0.2658 loss_bbox_4: 0.1725 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:37] d2.utils.events INFO: eta: 15:46:46 iter: 247719 total_loss: 5.556 loss_ce: 0.2785 loss_bbox: 0.1939 loss_giou: 0.3298 loss_ce_0: 0.4753 loss_bbox_0: 0.303 loss_giou_0: 0.5188 loss_ce_1: 0.3641 loss_bbox_1: 0.2188 loss_giou_1: 0.3821 loss_ce_2: 0.312 loss_bbox_2: 0.209 loss_giou_2: 0.3486 loss_ce_3: 0.2866 loss_bbox_3: 0.1989 loss_giou_3: 0.339 loss_ce_4: 0.2819 loss_bbox_4: 0.1961 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:43] d2.utils.events INFO: eta: 15:46:54 iter: 247739 total_loss: 5.472 loss_ce: 0.2529 loss_bbox: 0.1883 loss_giou: 0.3115 loss_ce_0: 0.4824 loss_bbox_0: 0.3038 loss_giou_0: 0.5087 loss_ce_1: 0.3666 loss_bbox_1: 0.211 loss_giou_1: 0.3804 loss_ce_2: 0.3042 loss_bbox_2: 0.2002 loss_giou_2: 0.3447 loss_ce_3: 0.2685 loss_bbox_3: 0.1952 loss_giou_3: 0.3231 loss_ce_4: 0.2611 loss_bbox_4: 0.19 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:49] d2.utils.events INFO: eta: 15:47:12 iter: 247759 total_loss: 5.129 loss_ce: 0.2561 loss_bbox: 0.1719 loss_giou: 0.3041 loss_ce_0: 0.4722 loss_bbox_0: 0.2963 loss_giou_0: 0.4788 loss_ce_1: 0.3598 loss_bbox_1: 0.2084 loss_giou_1: 0.3493 loss_ce_2: 0.3087 loss_bbox_2: 0.1862 loss_giou_2: 0.3208 loss_ce_3: 0.2757 loss_bbox_3: 0.183 loss_giou_3: 0.309 loss_ce_4: 0.2567 loss_bbox_4: 0.1732 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 09:24:54] d2.utils.events INFO: eta: 15:47:21 iter: 247779 total_loss: 5.566 loss_ce: 0.2802 loss_bbox: 0.1721 loss_giou: 0.3081 loss_ce_0: 0.4898 loss_bbox_0: 0.3054 loss_giou_0: 0.4893 loss_ce_1: 0.3808 loss_bbox_1: 0.2059 loss_giou_1: 0.3544 loss_ce_2: 0.3303 loss_bbox_2: 0.1824 loss_giou_2: 0.3274 loss_ce_3: 0.2898 loss_bbox_3: 0.1728 loss_giou_3: 0.3186 loss_ce_4: 0.2782 loss_bbox_4: 0.1714 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:00] d2.utils.events INFO: eta: 15:47:21 iter: 247799 total_loss: 5.574 loss_ce: 0.2801 loss_bbox: 0.18 loss_giou: 0.3261 loss_ce_0: 0.4909 loss_bbox_0: 0.298 loss_giou_0: 0.5126 loss_ce_1: 0.377 loss_bbox_1: 0.2155 loss_giou_1: 0.3764 loss_ce_2: 0.3193 loss_bbox_2: 0.1945 loss_giou_2: 0.3489 loss_ce_3: 0.2897 loss_bbox_3: 0.1855 loss_giou_3: 0.3301 loss_ce_4: 0.2822 loss_bbox_4: 0.1833 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:06] d2.utils.events INFO: eta: 15:47:13 iter: 247819 total_loss: 5.524 loss_ce: 0.2727 loss_bbox: 0.1787 loss_giou: 0.3272 loss_ce_0: 0.4739 loss_bbox_0: 0.2936 loss_giou_0: 0.5072 loss_ce_1: 0.3634 loss_bbox_1: 0.2181 loss_giou_1: 0.3688 loss_ce_2: 0.3057 loss_bbox_2: 0.193 loss_giou_2: 0.3446 loss_ce_3: 0.2783 loss_bbox_3: 0.1882 loss_giou_3: 0.3351 loss_ce_4: 0.2703 loss_bbox_4: 0.1816 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:11] d2.utils.events INFO: eta: 15:47:10 iter: 247839 total_loss: 5.603 loss_ce: 0.2772 loss_bbox: 0.19 loss_giou: 0.3095 loss_ce_0: 0.4953 loss_bbox_0: 0.3121 loss_giou_0: 0.4846 loss_ce_1: 0.3772 loss_bbox_1: 0.22 loss_giou_1: 0.3667 loss_ce_2: 0.3064 loss_bbox_2: 0.2036 loss_giou_2: 0.335 loss_ce_3: 0.2881 loss_bbox_3: 0.1949 loss_giou_3: 0.3183 loss_ce_4: 0.2701 loss_bbox_4: 0.1925 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:17] d2.utils.events INFO: eta: 15:47:24 iter: 247859 total_loss: 5.696 loss_ce: 0.2907 loss_bbox: 0.1933 loss_giou: 0.3213 loss_ce_0: 0.4987 loss_bbox_0: 0.3259 loss_giou_0: 0.5046 loss_ce_1: 0.3893 loss_bbox_1: 0.2331 loss_giou_1: 0.3811 loss_ce_2: 0.329 loss_bbox_2: 0.2035 loss_giou_2: 0.3521 loss_ce_3: 0.3082 loss_bbox_3: 0.2001 loss_giou_3: 0.3339 loss_ce_4: 0.2955 loss_bbox_4: 0.1941 loss_giou_4: 0.331 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:23] d2.utils.events INFO: eta: 15:47:24 iter: 247879 total_loss: 5.457 loss_ce: 0.2681 loss_bbox: 0.1732 loss_giou: 0.3204 loss_ce_0: 0.482 loss_bbox_0: 0.2901 loss_giou_0: 0.4958 loss_ce_1: 0.3712 loss_bbox_1: 0.2045 loss_giou_1: 0.3688 loss_ce_2: 0.3136 loss_bbox_2: 0.1887 loss_giou_2: 0.3376 loss_ce_3: 0.286 loss_bbox_3: 0.1772 loss_giou_3: 0.3288 loss_ce_4: 0.265 loss_bbox_4: 0.1762 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:28] d2.utils.events INFO: eta: 15:47:21 iter: 247899 total_loss: 5.439 loss_ce: 0.2694 loss_bbox: 0.1693 loss_giou: 0.3162 loss_ce_0: 0.4849 loss_bbox_0: 0.3014 loss_giou_0: 0.487 loss_ce_1: 0.3637 loss_bbox_1: 0.2056 loss_giou_1: 0.3604 loss_ce_2: 0.3087 loss_bbox_2: 0.1813 loss_giou_2: 0.3296 loss_ce_3: 0.2864 loss_bbox_3: 0.1742 loss_giou_3: 0.3245 loss_ce_4: 0.2634 loss_bbox_4: 0.1716 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:34] d2.utils.events INFO: eta: 15:47:13 iter: 247919 total_loss: 5.604 loss_ce: 0.2622 loss_bbox: 0.1841 loss_giou: 0.3416 loss_ce_0: 0.4914 loss_bbox_0: 0.3119 loss_giou_0: 0.5197 loss_ce_1: 0.3728 loss_bbox_1: 0.2184 loss_giou_1: 0.3874 loss_ce_2: 0.3053 loss_bbox_2: 0.202 loss_giou_2: 0.3656 loss_ce_3: 0.2764 loss_bbox_3: 0.187 loss_giou_3: 0.3513 loss_ce_4: 0.2633 loss_bbox_4: 0.1843 loss_giou_4: 0.3451 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:40] d2.utils.events INFO: eta: 15:46:55 iter: 247939 total_loss: 5.494 loss_ce: 0.2637 loss_bbox: 0.1817 loss_giou: 0.3381 loss_ce_0: 0.4779 loss_bbox_0: 0.2853 loss_giou_0: 0.5151 loss_ce_1: 0.3698 loss_bbox_1: 0.2029 loss_giou_1: 0.3733 loss_ce_2: 0.3063 loss_bbox_2: 0.1867 loss_giou_2: 0.3562 loss_ce_3: 0.2853 loss_bbox_3: 0.1833 loss_giou_3: 0.3448 loss_ce_4: 0.2713 loss_bbox_4: 0.1821 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:45] d2.utils.events INFO: eta: 15:46:49 iter: 247959 total_loss: 5.687 loss_ce: 0.2886 loss_bbox: 0.185 loss_giou: 0.3488 loss_ce_0: 0.4818 loss_bbox_0: 0.3018 loss_giou_0: 0.5248 loss_ce_1: 0.3771 loss_bbox_1: 0.22 loss_giou_1: 0.4058 loss_ce_2: 0.3108 loss_bbox_2: 0.1987 loss_giou_2: 0.3695 loss_ce_3: 0.2861 loss_bbox_3: 0.1961 loss_giou_3: 0.3643 loss_ce_4: 0.2826 loss_bbox_4: 0.1919 loss_giou_4: 0.3552 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:51] d2.utils.events INFO: eta: 15:46:24 iter: 247979 total_loss: 5.385 loss_ce: 0.2809 loss_bbox: 0.177 loss_giou: 0.3179 loss_ce_0: 0.4759 loss_bbox_0: 0.3062 loss_giou_0: 0.5027 loss_ce_1: 0.3679 loss_bbox_1: 0.2084 loss_giou_1: 0.3708 loss_ce_2: 0.3144 loss_bbox_2: 0.1967 loss_giou_2: 0.3416 loss_ce_3: 0.293 loss_bbox_3: 0.1864 loss_giou_3: 0.3307 loss_ce_4: 0.286 loss_bbox_4: 0.1792 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 09:25:57] d2.utils.events INFO: eta: 15:46:23 iter: 247999 total_loss: 5.535 loss_ce: 0.2702 loss_bbox: 0.1805 loss_giou: 0.3437 loss_ce_0: 0.4879 loss_bbox_0: 0.299 loss_giou_0: 0.5326 loss_ce_1: 0.3881 loss_bbox_1: 0.2115 loss_giou_1: 0.3951 loss_ce_2: 0.3185 loss_bbox_2: 0.1889 loss_giou_2: 0.3715 loss_ce_3: 0.2833 loss_bbox_3: 0.184 loss_giou_3: 0.3554 loss_ce_4: 0.2759 loss_bbox_4: 0.1783 loss_giou_4: 0.3486 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:02] d2.utils.events INFO: eta: 15:45:51 iter: 248019 total_loss: 5.66 loss_ce: 0.2606 loss_bbox: 0.1869 loss_giou: 0.3268 loss_ce_0: 0.4734 loss_bbox_0: 0.324 loss_giou_0: 0.517 loss_ce_1: 0.3684 loss_bbox_1: 0.219 loss_giou_1: 0.38 loss_ce_2: 0.3111 loss_bbox_2: 0.1958 loss_giou_2: 0.3483 loss_ce_3: 0.2869 loss_bbox_3: 0.1902 loss_giou_3: 0.3378 loss_ce_4: 0.2642 loss_bbox_4: 0.1894 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:08] d2.utils.events INFO: eta: 15:45:45 iter: 248039 total_loss: 5.655 loss_ce: 0.2789 loss_bbox: 0.1842 loss_giou: 0.3195 loss_ce_0: 0.4849 loss_bbox_0: 0.313 loss_giou_0: 0.5002 loss_ce_1: 0.3801 loss_bbox_1: 0.2178 loss_giou_1: 0.3738 loss_ce_2: 0.3239 loss_bbox_2: 0.1966 loss_giou_2: 0.3316 loss_ce_3: 0.2993 loss_bbox_3: 0.1893 loss_giou_3: 0.3278 loss_ce_4: 0.2831 loss_bbox_4: 0.1858 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:14] d2.utils.events INFO: eta: 15:45:32 iter: 248059 total_loss: 5.223 loss_ce: 0.2597 loss_bbox: 0.168 loss_giou: 0.3101 loss_ce_0: 0.4788 loss_bbox_0: 0.3036 loss_giou_0: 0.4836 loss_ce_1: 0.3737 loss_bbox_1: 0.206 loss_giou_1: 0.3558 loss_ce_2: 0.293 loss_bbox_2: 0.1828 loss_giou_2: 0.3298 loss_ce_3: 0.2733 loss_bbox_3: 0.1751 loss_giou_3: 0.3175 loss_ce_4: 0.2584 loss_bbox_4: 0.1701 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:19] d2.utils.events INFO: eta: 15:45:18 iter: 248079 total_loss: 5.52 loss_ce: 0.2641 loss_bbox: 0.1894 loss_giou: 0.3135 loss_ce_0: 0.4689 loss_bbox_0: 0.3092 loss_giou_0: 0.4949 loss_ce_1: 0.374 loss_bbox_1: 0.2232 loss_giou_1: 0.3563 loss_ce_2: 0.3114 loss_bbox_2: 0.2016 loss_giou_2: 0.3324 loss_ce_3: 0.2697 loss_bbox_3: 0.198 loss_giou_3: 0.3253 loss_ce_4: 0.2629 loss_bbox_4: 0.1933 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:25] d2.utils.events INFO: eta: 15:45:01 iter: 248099 total_loss: 5.399 loss_ce: 0.2742 loss_bbox: 0.1699 loss_giou: 0.3254 loss_ce_0: 0.4666 loss_bbox_0: 0.2891 loss_giou_0: 0.5041 loss_ce_1: 0.3845 loss_bbox_1: 0.2003 loss_giou_1: 0.3669 loss_ce_2: 0.3225 loss_bbox_2: 0.1829 loss_giou_2: 0.3447 loss_ce_3: 0.2806 loss_bbox_3: 0.1777 loss_giou_3: 0.3336 loss_ce_4: 0.2752 loss_bbox_4: 0.1736 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:31] d2.utils.events INFO: eta: 15:45:06 iter: 248119 total_loss: 5.253 loss_ce: 0.258 loss_bbox: 0.171 loss_giou: 0.311 loss_ce_0: 0.4758 loss_bbox_0: 0.304 loss_giou_0: 0.4872 loss_ce_1: 0.3743 loss_bbox_1: 0.2085 loss_giou_1: 0.3664 loss_ce_2: 0.3036 loss_bbox_2: 0.1929 loss_giou_2: 0.3444 loss_ce_3: 0.2806 loss_bbox_3: 0.1802 loss_giou_3: 0.3237 loss_ce_4: 0.2627 loss_bbox_4: 0.1737 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:36] d2.utils.events INFO: eta: 15:45:09 iter: 248139 total_loss: 5.61 loss_ce: 0.2722 loss_bbox: 0.1882 loss_giou: 0.3377 loss_ce_0: 0.4819 loss_bbox_0: 0.3053 loss_giou_0: 0.4999 loss_ce_1: 0.3773 loss_bbox_1: 0.2109 loss_giou_1: 0.3849 loss_ce_2: 0.3166 loss_bbox_2: 0.1909 loss_giou_2: 0.3545 loss_ce_3: 0.2797 loss_bbox_3: 0.1916 loss_giou_3: 0.3468 loss_ce_4: 0.2675 loss_bbox_4: 0.19 loss_giou_4: 0.3403 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:42] d2.utils.events INFO: eta: 15:44:55 iter: 248159 total_loss: 5.665 loss_ce: 0.285 loss_bbox: 0.1828 loss_giou: 0.3276 loss_ce_0: 0.4841 loss_bbox_0: 0.3083 loss_giou_0: 0.485 loss_ce_1: 0.3856 loss_bbox_1: 0.2222 loss_giou_1: 0.3671 loss_ce_2: 0.3145 loss_bbox_2: 0.1968 loss_giou_2: 0.3417 loss_ce_3: 0.2835 loss_bbox_3: 0.1905 loss_giou_3: 0.3373 loss_ce_4: 0.2853 loss_bbox_4: 0.1824 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:48] d2.utils.events INFO: eta: 15:44:19 iter: 248179 total_loss: 5.621 loss_ce: 0.2936 loss_bbox: 0.1889 loss_giou: 0.3088 loss_ce_0: 0.4988 loss_bbox_0: 0.3201 loss_giou_0: 0.4861 loss_ce_1: 0.3977 loss_bbox_1: 0.2242 loss_giou_1: 0.3585 loss_ce_2: 0.3351 loss_bbox_2: 0.1995 loss_giou_2: 0.3252 loss_ce_3: 0.3033 loss_bbox_3: 0.1962 loss_giou_3: 0.3172 loss_ce_4: 0.2948 loss_bbox_4: 0.1898 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:53] d2.utils.events INFO: eta: 15:44:27 iter: 248199 total_loss: 5.565 loss_ce: 0.2833 loss_bbox: 0.1744 loss_giou: 0.3325 loss_ce_0: 0.4898 loss_bbox_0: 0.2953 loss_giou_0: 0.5173 loss_ce_1: 0.3806 loss_bbox_1: 0.2064 loss_giou_1: 0.3819 loss_ce_2: 0.3163 loss_bbox_2: 0.1859 loss_giou_2: 0.3555 loss_ce_3: 0.2917 loss_bbox_3: 0.1784 loss_giou_3: 0.3473 loss_ce_4: 0.2791 loss_bbox_4: 0.1717 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 09:26:59] d2.utils.events INFO: eta: 15:44:42 iter: 248219 total_loss: 5.662 loss_ce: 0.2816 loss_bbox: 0.1918 loss_giou: 0.3329 loss_ce_0: 0.4824 loss_bbox_0: 0.3257 loss_giou_0: 0.5065 loss_ce_1: 0.3838 loss_bbox_1: 0.2286 loss_giou_1: 0.3902 loss_ce_2: 0.3199 loss_bbox_2: 0.2035 loss_giou_2: 0.3572 loss_ce_3: 0.2828 loss_bbox_3: 0.2004 loss_giou_3: 0.342 loss_ce_4: 0.2809 loss_bbox_4: 0.1918 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:05] d2.utils.events INFO: eta: 15:44:53 iter: 248239 total_loss: 5.42 loss_ce: 0.2577 loss_bbox: 0.1776 loss_giou: 0.3179 loss_ce_0: 0.4771 loss_bbox_0: 0.306 loss_giou_0: 0.5008 loss_ce_1: 0.3612 loss_bbox_1: 0.2126 loss_giou_1: 0.3659 loss_ce_2: 0.3026 loss_bbox_2: 0.1997 loss_giou_2: 0.3351 loss_ce_3: 0.2767 loss_bbox_3: 0.1875 loss_giou_3: 0.3191 loss_ce_4: 0.2589 loss_bbox_4: 0.1793 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:10] d2.utils.events INFO: eta: 15:44:49 iter: 248259 total_loss: 5.53 loss_ce: 0.2601 loss_bbox: 0.1808 loss_giou: 0.3338 loss_ce_0: 0.483 loss_bbox_0: 0.2999 loss_giou_0: 0.5164 loss_ce_1: 0.3721 loss_bbox_1: 0.2114 loss_giou_1: 0.3939 loss_ce_2: 0.3168 loss_bbox_2: 0.1953 loss_giou_2: 0.3591 loss_ce_3: 0.2866 loss_bbox_3: 0.1891 loss_giou_3: 0.3457 loss_ce_4: 0.2548 loss_bbox_4: 0.1877 loss_giou_4: 0.3356 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:16] d2.utils.events INFO: eta: 15:44:37 iter: 248279 total_loss: 5.6 loss_ce: 0.2752 loss_bbox: 0.1703 loss_giou: 0.3382 loss_ce_0: 0.5056 loss_bbox_0: 0.3032 loss_giou_0: 0.5201 loss_ce_1: 0.3839 loss_bbox_1: 0.2045 loss_giou_1: 0.3852 loss_ce_2: 0.3219 loss_bbox_2: 0.1854 loss_giou_2: 0.3518 loss_ce_3: 0.2967 loss_bbox_3: 0.176 loss_giou_3: 0.3532 loss_ce_4: 0.2705 loss_bbox_4: 0.1723 loss_giou_4: 0.3442 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:22] d2.utils.events INFO: eta: 15:44:19 iter: 248299 total_loss: 5.547 loss_ce: 0.278 loss_bbox: 0.1915 loss_giou: 0.3099 loss_ce_0: 0.5048 loss_bbox_0: 0.3195 loss_giou_0: 0.4908 loss_ce_1: 0.3793 loss_bbox_1: 0.2256 loss_giou_1: 0.3682 loss_ce_2: 0.3182 loss_bbox_2: 0.2079 loss_giou_2: 0.3305 loss_ce_3: 0.2933 loss_bbox_3: 0.1994 loss_giou_3: 0.3194 loss_ce_4: 0.2825 loss_bbox_4: 0.1962 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:27] d2.utils.events INFO: eta: 15:44:04 iter: 248319 total_loss: 5.596 loss_ce: 0.2868 loss_bbox: 0.1675 loss_giou: 0.3534 loss_ce_0: 0.4944 loss_bbox_0: 0.2932 loss_giou_0: 0.5488 loss_ce_1: 0.3822 loss_bbox_1: 0.2008 loss_giou_1: 0.3996 loss_ce_2: 0.3292 loss_bbox_2: 0.1826 loss_giou_2: 0.3744 loss_ce_3: 0.2984 loss_bbox_3: 0.1767 loss_giou_3: 0.3616 loss_ce_4: 0.2949 loss_bbox_4: 0.1714 loss_giou_4: 0.3562 time: 0.2800 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:33] d2.utils.events INFO: eta: 15:44:20 iter: 248339 total_loss: 5.646 loss_ce: 0.2931 loss_bbox: 0.1846 loss_giou: 0.337 loss_ce_0: 0.5016 loss_bbox_0: 0.3203 loss_giou_0: 0.5115 loss_ce_1: 0.3944 loss_bbox_1: 0.2231 loss_giou_1: 0.3862 loss_ce_2: 0.3327 loss_bbox_2: 0.2 loss_giou_2: 0.3543 loss_ce_3: 0.3015 loss_bbox_3: 0.1947 loss_giou_3: 0.349 loss_ce_4: 0.2932 loss_bbox_4: 0.1881 loss_giou_4: 0.3397 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:39] d2.utils.events INFO: eta: 15:43:43 iter: 248359 total_loss: 5.763 loss_ce: 0.288 loss_bbox: 0.1802 loss_giou: 0.3391 loss_ce_0: 0.4853 loss_bbox_0: 0.3015 loss_giou_0: 0.4963 loss_ce_1: 0.3778 loss_bbox_1: 0.212 loss_giou_1: 0.3781 loss_ce_2: 0.331 loss_bbox_2: 0.1943 loss_giou_2: 0.3551 loss_ce_3: 0.298 loss_bbox_3: 0.1914 loss_giou_3: 0.3491 loss_ce_4: 0.2901 loss_bbox_4: 0.1844 loss_giou_4: 0.3433 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:44] d2.utils.events INFO: eta: 15:43:28 iter: 248379 total_loss: 5.635 loss_ce: 0.2846 loss_bbox: 0.1794 loss_giou: 0.3346 loss_ce_0: 0.4902 loss_bbox_0: 0.306 loss_giou_0: 0.5288 loss_ce_1: 0.3982 loss_bbox_1: 0.2124 loss_giou_1: 0.3656 loss_ce_2: 0.3371 loss_bbox_2: 0.186 loss_giou_2: 0.3471 loss_ce_3: 0.3088 loss_bbox_3: 0.1855 loss_giou_3: 0.3377 loss_ce_4: 0.2823 loss_bbox_4: 0.1787 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:50] d2.utils.events INFO: eta: 15:43:32 iter: 248399 total_loss: 5.531 loss_ce: 0.275 loss_bbox: 0.1797 loss_giou: 0.3492 loss_ce_0: 0.4913 loss_bbox_0: 0.3071 loss_giou_0: 0.5484 loss_ce_1: 0.374 loss_bbox_1: 0.2176 loss_giou_1: 0.4104 loss_ce_2: 0.3072 loss_bbox_2: 0.1951 loss_giou_2: 0.3717 loss_ce_3: 0.2885 loss_bbox_3: 0.1851 loss_giou_3: 0.3558 loss_ce_4: 0.2721 loss_bbox_4: 0.1804 loss_giou_4: 0.3522 time: 0.2800 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 09:27:56] d2.utils.events INFO: eta: 15:43:43 iter: 248419 total_loss: 5.984 loss_ce: 0.2902 loss_bbox: 0.1889 loss_giou: 0.3636 loss_ce_0: 0.5022 loss_bbox_0: 0.3113 loss_giou_0: 0.5656 loss_ce_1: 0.3999 loss_bbox_1: 0.2123 loss_giou_1: 0.4195 loss_ce_2: 0.3398 loss_bbox_2: 0.2004 loss_giou_2: 0.3913 loss_ce_3: 0.3132 loss_bbox_3: 0.1938 loss_giou_3: 0.3828 loss_ce_4: 0.2938 loss_bbox_4: 0.1862 loss_giou_4: 0.3707 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:01] d2.utils.events INFO: eta: 15:43:40 iter: 248439 total_loss: 5.69 loss_ce: 0.2814 loss_bbox: 0.1788 loss_giou: 0.3602 loss_ce_0: 0.498 loss_bbox_0: 0.3076 loss_giou_0: 0.5349 loss_ce_1: 0.3791 loss_bbox_1: 0.2085 loss_giou_1: 0.3924 loss_ce_2: 0.3154 loss_bbox_2: 0.1869 loss_giou_2: 0.3698 loss_ce_3: 0.2943 loss_bbox_3: 0.1825 loss_giou_3: 0.3651 loss_ce_4: 0.2841 loss_bbox_4: 0.1822 loss_giou_4: 0.3592 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:07] d2.utils.events INFO: eta: 15:43:39 iter: 248459 total_loss: 5.306 loss_ce: 0.2634 loss_bbox: 0.1759 loss_giou: 0.3135 loss_ce_0: 0.4877 loss_bbox_0: 0.2928 loss_giou_0: 0.504 loss_ce_1: 0.3625 loss_bbox_1: 0.209 loss_giou_1: 0.3789 loss_ce_2: 0.3028 loss_bbox_2: 0.1923 loss_giou_2: 0.3401 loss_ce_3: 0.2824 loss_bbox_3: 0.1845 loss_giou_3: 0.3256 loss_ce_4: 0.2674 loss_bbox_4: 0.1829 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:13] d2.utils.events INFO: eta: 15:43:38 iter: 248479 total_loss: 5.449 loss_ce: 0.2694 loss_bbox: 0.193 loss_giou: 0.3233 loss_ce_0: 0.4883 loss_bbox_0: 0.3075 loss_giou_0: 0.4807 loss_ce_1: 0.3741 loss_bbox_1: 0.2194 loss_giou_1: 0.3648 loss_ce_2: 0.3169 loss_bbox_2: 0.202 loss_giou_2: 0.3387 loss_ce_3: 0.2835 loss_bbox_3: 0.1972 loss_giou_3: 0.3315 loss_ce_4: 0.2663 loss_bbox_4: 0.1939 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:19] d2.utils.events INFO: eta: 15:43:41 iter: 248499 total_loss: 5.337 loss_ce: 0.2673 loss_bbox: 0.1738 loss_giou: 0.3336 loss_ce_0: 0.4966 loss_bbox_0: 0.2964 loss_giou_0: 0.5265 loss_ce_1: 0.3884 loss_bbox_1: 0.2042 loss_giou_1: 0.3806 loss_ce_2: 0.3105 loss_bbox_2: 0.1853 loss_giou_2: 0.3478 loss_ce_3: 0.2804 loss_bbox_3: 0.1754 loss_giou_3: 0.3379 loss_ce_4: 0.2689 loss_bbox_4: 0.1742 loss_giou_4: 0.335 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:24] d2.utils.events INFO: eta: 15:43:35 iter: 248519 total_loss: 5.568 loss_ce: 0.263 loss_bbox: 0.1814 loss_giou: 0.3431 loss_ce_0: 0.483 loss_bbox_0: 0.3013 loss_giou_0: 0.5392 loss_ce_1: 0.3708 loss_bbox_1: 0.2141 loss_giou_1: 0.4012 loss_ce_2: 0.3034 loss_bbox_2: 0.1912 loss_giou_2: 0.3767 loss_ce_3: 0.2762 loss_bbox_3: 0.1843 loss_giou_3: 0.3675 loss_ce_4: 0.2637 loss_bbox_4: 0.1811 loss_giou_4: 0.3528 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:30] d2.utils.events INFO: eta: 15:43:08 iter: 248539 total_loss: 5.513 loss_ce: 0.2738 loss_bbox: 0.1881 loss_giou: 0.3185 loss_ce_0: 0.4865 loss_bbox_0: 0.3146 loss_giou_0: 0.4886 loss_ce_1: 0.3695 loss_bbox_1: 0.2247 loss_giou_1: 0.358 loss_ce_2: 0.3208 loss_bbox_2: 0.2075 loss_giou_2: 0.3308 loss_ce_3: 0.2877 loss_bbox_3: 0.1993 loss_giou_3: 0.3192 loss_ce_4: 0.2722 loss_bbox_4: 0.1894 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:35] d2.utils.events INFO: eta: 15:42:41 iter: 248559 total_loss: 5.715 loss_ce: 0.2848 loss_bbox: 0.1773 loss_giou: 0.3417 loss_ce_0: 0.4856 loss_bbox_0: 0.3118 loss_giou_0: 0.5096 loss_ce_1: 0.3832 loss_bbox_1: 0.2152 loss_giou_1: 0.3901 loss_ce_2: 0.3244 loss_bbox_2: 0.1894 loss_giou_2: 0.3657 loss_ce_3: 0.288 loss_bbox_3: 0.1856 loss_giou_3: 0.3521 loss_ce_4: 0.2818 loss_bbox_4: 0.1771 loss_giou_4: 0.3504 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:41] d2.utils.events INFO: eta: 15:42:36 iter: 248579 total_loss: 5.504 loss_ce: 0.2839 loss_bbox: 0.177 loss_giou: 0.3224 loss_ce_0: 0.4912 loss_bbox_0: 0.3091 loss_giou_0: 0.4882 loss_ce_1: 0.3903 loss_bbox_1: 0.2116 loss_giou_1: 0.362 loss_ce_2: 0.3251 loss_bbox_2: 0.1988 loss_giou_2: 0.3373 loss_ce_3: 0.2884 loss_bbox_3: 0.1894 loss_giou_3: 0.3271 loss_ce_4: 0.2837 loss_bbox_4: 0.1779 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:47] d2.utils.events INFO: eta: 15:42:28 iter: 248599 total_loss: 5.833 loss_ce: 0.2934 loss_bbox: 0.186 loss_giou: 0.3565 loss_ce_0: 0.4879 loss_bbox_0: 0.3098 loss_giou_0: 0.5536 loss_ce_1: 0.3979 loss_bbox_1: 0.2155 loss_giou_1: 0.3974 loss_ce_2: 0.3311 loss_bbox_2: 0.1977 loss_giou_2: 0.3708 loss_ce_3: 0.3048 loss_bbox_3: 0.192 loss_giou_3: 0.3657 loss_ce_4: 0.2911 loss_bbox_4: 0.1858 loss_giou_4: 0.3617 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:53] d2.utils.events INFO: eta: 15:42:21 iter: 248619 total_loss: 5.918 loss_ce: 0.307 loss_bbox: 0.1768 loss_giou: 0.3431 loss_ce_0: 0.4892 loss_bbox_0: 0.3109 loss_giou_0: 0.5224 loss_ce_1: 0.4114 loss_bbox_1: 0.2211 loss_giou_1: 0.3893 loss_ce_2: 0.3495 loss_bbox_2: 0.1988 loss_giou_2: 0.3529 loss_ce_3: 0.3148 loss_bbox_3: 0.1834 loss_giou_3: 0.3474 loss_ce_4: 0.3149 loss_bbox_4: 0.1798 loss_giou_4: 0.3472 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 09:28:58] d2.utils.events INFO: eta: 15:42:17 iter: 248639 total_loss: 5.682 loss_ce: 0.2668 loss_bbox: 0.1754 loss_giou: 0.3328 loss_ce_0: 0.4836 loss_bbox_0: 0.2957 loss_giou_0: 0.5177 loss_ce_1: 0.3789 loss_bbox_1: 0.204 loss_giou_1: 0.3834 loss_ce_2: 0.3145 loss_bbox_2: 0.1881 loss_giou_2: 0.3495 loss_ce_3: 0.2806 loss_bbox_3: 0.1789 loss_giou_3: 0.3377 loss_ce_4: 0.2727 loss_bbox_4: 0.1767 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:04] d2.utils.events INFO: eta: 15:42:11 iter: 248659 total_loss: 5.491 loss_ce: 0.2665 loss_bbox: 0.1874 loss_giou: 0.3439 loss_ce_0: 0.4942 loss_bbox_0: 0.3033 loss_giou_0: 0.5158 loss_ce_1: 0.3958 loss_bbox_1: 0.2043 loss_giou_1: 0.3884 loss_ce_2: 0.3259 loss_bbox_2: 0.1945 loss_giou_2: 0.3569 loss_ce_3: 0.2926 loss_bbox_3: 0.1849 loss_giou_3: 0.3454 loss_ce_4: 0.2785 loss_bbox_4: 0.1811 loss_giou_4: 0.3452 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:10] d2.utils.events INFO: eta: 15:41:53 iter: 248679 total_loss: 5.624 loss_ce: 0.26 loss_bbox: 0.1918 loss_giou: 0.3227 loss_ce_0: 0.4812 loss_bbox_0: 0.3084 loss_giou_0: 0.5287 loss_ce_1: 0.3618 loss_bbox_1: 0.2239 loss_giou_1: 0.386 loss_ce_2: 0.3049 loss_bbox_2: 0.203 loss_giou_2: 0.3496 loss_ce_3: 0.2753 loss_bbox_3: 0.1948 loss_giou_3: 0.3379 loss_ce_4: 0.2597 loss_bbox_4: 0.1907 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:15] d2.utils.events INFO: eta: 15:41:16 iter: 248699 total_loss: 5.538 loss_ce: 0.2676 loss_bbox: 0.1742 loss_giou: 0.3238 loss_ce_0: 0.4734 loss_bbox_0: 0.3107 loss_giou_0: 0.5047 loss_ce_1: 0.3688 loss_bbox_1: 0.2145 loss_giou_1: 0.3842 loss_ce_2: 0.3111 loss_bbox_2: 0.1956 loss_giou_2: 0.3516 loss_ce_3: 0.278 loss_bbox_3: 0.1775 loss_giou_3: 0.3432 loss_ce_4: 0.2727 loss_bbox_4: 0.1764 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:21] d2.utils.events INFO: eta: 15:41:33 iter: 248719 total_loss: 5.426 loss_ce: 0.2711 loss_bbox: 0.1859 loss_giou: 0.3457 loss_ce_0: 0.5053 loss_bbox_0: 0.3067 loss_giou_0: 0.5133 loss_ce_1: 0.3875 loss_bbox_1: 0.218 loss_giou_1: 0.3865 loss_ce_2: 0.3307 loss_bbox_2: 0.2015 loss_giou_2: 0.3596 loss_ce_3: 0.2829 loss_bbox_3: 0.1888 loss_giou_3: 0.3529 loss_ce_4: 0.2777 loss_bbox_4: 0.1834 loss_giou_4: 0.3508 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:27] d2.utils.events INFO: eta: 15:41:32 iter: 248739 total_loss: 5.602 loss_ce: 0.2893 loss_bbox: 0.1858 loss_giou: 0.3335 loss_ce_0: 0.5136 loss_bbox_0: 0.3035 loss_giou_0: 0.4936 loss_ce_1: 0.4032 loss_bbox_1: 0.2176 loss_giou_1: 0.3757 loss_ce_2: 0.3359 loss_bbox_2: 0.2058 loss_giou_2: 0.3608 loss_ce_3: 0.3192 loss_bbox_3: 0.1964 loss_giou_3: 0.3435 loss_ce_4: 0.2942 loss_bbox_4: 0.1897 loss_giou_4: 0.3409 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:32] d2.utils.events INFO: eta: 15:41:26 iter: 248759 total_loss: 5.317 loss_ce: 0.2656 loss_bbox: 0.178 loss_giou: 0.3143 loss_ce_0: 0.4926 loss_bbox_0: 0.3054 loss_giou_0: 0.4916 loss_ce_1: 0.384 loss_bbox_1: 0.2172 loss_giou_1: 0.359 loss_ce_2: 0.3021 loss_bbox_2: 0.1926 loss_giou_2: 0.3258 loss_ce_3: 0.274 loss_bbox_3: 0.1858 loss_giou_3: 0.3172 loss_ce_4: 0.2606 loss_bbox_4: 0.1839 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:38] d2.utils.events INFO: eta: 15:41:12 iter: 248779 total_loss: 5.589 loss_ce: 0.2798 loss_bbox: 0.1933 loss_giou: 0.3337 loss_ce_0: 0.5012 loss_bbox_0: 0.3145 loss_giou_0: 0.5055 loss_ce_1: 0.3896 loss_bbox_1: 0.2214 loss_giou_1: 0.3739 loss_ce_2: 0.3207 loss_bbox_2: 0.203 loss_giou_2: 0.3485 loss_ce_3: 0.3009 loss_bbox_3: 0.2 loss_giou_3: 0.3401 loss_ce_4: 0.2784 loss_bbox_4: 0.1948 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:44] d2.utils.events INFO: eta: 15:41:15 iter: 248799 total_loss: 5.493 loss_ce: 0.2675 loss_bbox: 0.1826 loss_giou: 0.3189 loss_ce_0: 0.4863 loss_bbox_0: 0.3086 loss_giou_0: 0.5104 loss_ce_1: 0.3773 loss_bbox_1: 0.2163 loss_giou_1: 0.3594 loss_ce_2: 0.3145 loss_bbox_2: 0.1943 loss_giou_2: 0.3363 loss_ce_3: 0.2891 loss_bbox_3: 0.1898 loss_giou_3: 0.3203 loss_ce_4: 0.2628 loss_bbox_4: 0.1834 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:49] d2.utils.events INFO: eta: 15:41:14 iter: 248819 total_loss: 5.423 loss_ce: 0.2638 loss_bbox: 0.185 loss_giou: 0.3177 loss_ce_0: 0.4968 loss_bbox_0: 0.3105 loss_giou_0: 0.4873 loss_ce_1: 0.3816 loss_bbox_1: 0.221 loss_giou_1: 0.364 loss_ce_2: 0.3114 loss_bbox_2: 0.2078 loss_giou_2: 0.3368 loss_ce_3: 0.2762 loss_bbox_3: 0.1945 loss_giou_3: 0.3265 loss_ce_4: 0.2655 loss_bbox_4: 0.1859 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 09:29:55] d2.utils.events INFO: eta: 15:41:09 iter: 248839 total_loss: 5.608 loss_ce: 0.2745 loss_bbox: 0.1805 loss_giou: 0.3419 loss_ce_0: 0.5131 loss_bbox_0: 0.3084 loss_giou_0: 0.5045 loss_ce_1: 0.4093 loss_bbox_1: 0.2017 loss_giou_1: 0.3852 loss_ce_2: 0.3366 loss_bbox_2: 0.192 loss_giou_2: 0.3597 loss_ce_3: 0.2937 loss_bbox_3: 0.1897 loss_giou_3: 0.3504 loss_ce_4: 0.2812 loss_bbox_4: 0.1891 loss_giou_4: 0.3443 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:01] d2.utils.events INFO: eta: 15:40:58 iter: 248859 total_loss: 5.394 loss_ce: 0.2644 loss_bbox: 0.1771 loss_giou: 0.323 loss_ce_0: 0.4802 loss_bbox_0: 0.3057 loss_giou_0: 0.5054 loss_ce_1: 0.3704 loss_bbox_1: 0.2034 loss_giou_1: 0.3675 loss_ce_2: 0.3134 loss_bbox_2: 0.1831 loss_giou_2: 0.3366 loss_ce_3: 0.2713 loss_bbox_3: 0.1769 loss_giou_3: 0.328 loss_ce_4: 0.2637 loss_bbox_4: 0.1781 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:06] d2.utils.events INFO: eta: 15:40:54 iter: 248879 total_loss: 6.019 loss_ce: 0.3081 loss_bbox: 0.1881 loss_giou: 0.341 loss_ce_0: 0.5126 loss_bbox_0: 0.3228 loss_giou_0: 0.5109 loss_ce_1: 0.4169 loss_bbox_1: 0.2383 loss_giou_1: 0.3868 loss_ce_2: 0.3474 loss_bbox_2: 0.2042 loss_giou_2: 0.3554 loss_ce_3: 0.3241 loss_bbox_3: 0.1988 loss_giou_3: 0.3483 loss_ce_4: 0.3054 loss_bbox_4: 0.1973 loss_giou_4: 0.344 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:12] d2.utils.events INFO: eta: 15:41:02 iter: 248899 total_loss: 5.934 loss_ce: 0.3171 loss_bbox: 0.1804 loss_giou: 0.3604 loss_ce_0: 0.5139 loss_bbox_0: 0.3069 loss_giou_0: 0.5536 loss_ce_1: 0.4076 loss_bbox_1: 0.2075 loss_giou_1: 0.4065 loss_ce_2: 0.3537 loss_bbox_2: 0.1866 loss_giou_2: 0.372 loss_ce_3: 0.322 loss_bbox_3: 0.1815 loss_giou_3: 0.3657 loss_ce_4: 0.3102 loss_bbox_4: 0.1785 loss_giou_4: 0.3622 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:18] d2.utils.events INFO: eta: 15:41:14 iter: 248919 total_loss: 5.46 loss_ce: 0.2834 loss_bbox: 0.1743 loss_giou: 0.3345 loss_ce_0: 0.5007 loss_bbox_0: 0.3088 loss_giou_0: 0.5152 loss_ce_1: 0.3917 loss_bbox_1: 0.2078 loss_giou_1: 0.3724 loss_ce_2: 0.3291 loss_bbox_2: 0.1904 loss_giou_2: 0.3455 loss_ce_3: 0.2933 loss_bbox_3: 0.1839 loss_giou_3: 0.3383 loss_ce_4: 0.2774 loss_bbox_4: 0.1777 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:24] d2.utils.events INFO: eta: 15:41:17 iter: 248939 total_loss: 5.762 loss_ce: 0.2927 loss_bbox: 0.1841 loss_giou: 0.3479 loss_ce_0: 0.5036 loss_bbox_0: 0.3132 loss_giou_0: 0.5239 loss_ce_1: 0.4016 loss_bbox_1: 0.2239 loss_giou_1: 0.3984 loss_ce_2: 0.3404 loss_bbox_2: 0.2012 loss_giou_2: 0.3659 loss_ce_3: 0.316 loss_bbox_3: 0.196 loss_giou_3: 0.3513 loss_ce_4: 0.2989 loss_bbox_4: 0.1894 loss_giou_4: 0.3489 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:29] d2.utils.events INFO: eta: 15:41:03 iter: 248959 total_loss: 5.225 loss_ce: 0.2628 loss_bbox: 0.1814 loss_giou: 0.3092 loss_ce_0: 0.4773 loss_bbox_0: 0.3175 loss_giou_0: 0.4696 loss_ce_1: 0.3763 loss_bbox_1: 0.2129 loss_giou_1: 0.3471 loss_ce_2: 0.3066 loss_bbox_2: 0.189 loss_giou_2: 0.3204 loss_ce_3: 0.2755 loss_bbox_3: 0.1901 loss_giou_3: 0.3148 loss_ce_4: 0.2635 loss_bbox_4: 0.1849 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:35] d2.utils.events INFO: eta: 15:41:06 iter: 248979 total_loss: 5.803 loss_ce: 0.2782 loss_bbox: 0.1728 loss_giou: 0.3468 loss_ce_0: 0.5027 loss_bbox_0: 0.2954 loss_giou_0: 0.5246 loss_ce_1: 0.3809 loss_bbox_1: 0.2099 loss_giou_1: 0.4026 loss_ce_2: 0.3232 loss_bbox_2: 0.1812 loss_giou_2: 0.3608 loss_ce_3: 0.3007 loss_bbox_3: 0.1747 loss_giou_3: 0.3512 loss_ce_4: 0.2812 loss_bbox_4: 0.1755 loss_giou_4: 0.3485 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:41] d2.utils.events INFO: eta: 15:40:37 iter: 248999 total_loss: 5.202 loss_ce: 0.2692 loss_bbox: 0.1683 loss_giou: 0.316 loss_ce_0: 0.4704 loss_bbox_0: 0.2963 loss_giou_0: 0.5079 loss_ce_1: 0.364 loss_bbox_1: 0.2029 loss_giou_1: 0.3577 loss_ce_2: 0.3103 loss_bbox_2: 0.1815 loss_giou_2: 0.336 loss_ce_3: 0.2724 loss_bbox_3: 0.1792 loss_giou_3: 0.3211 loss_ce_4: 0.2582 loss_bbox_4: 0.1734 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:46] d2.utils.events INFO: eta: 15:40:54 iter: 249019 total_loss: 5.216 loss_ce: 0.2661 loss_bbox: 0.1759 loss_giou: 0.2968 loss_ce_0: 0.4745 loss_bbox_0: 0.2954 loss_giou_0: 0.4796 loss_ce_1: 0.3633 loss_bbox_1: 0.1984 loss_giou_1: 0.3474 loss_ce_2: 0.3147 loss_bbox_2: 0.1849 loss_giou_2: 0.3177 loss_ce_3: 0.2706 loss_bbox_3: 0.186 loss_giou_3: 0.308 loss_ce_4: 0.2647 loss_bbox_4: 0.1746 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:52] d2.utils.events INFO: eta: 15:40:56 iter: 249039 total_loss: 5.629 loss_ce: 0.2886 loss_bbox: 0.1863 loss_giou: 0.332 loss_ce_0: 0.505 loss_bbox_0: 0.3022 loss_giou_0: 0.5228 loss_ce_1: 0.4005 loss_bbox_1: 0.2172 loss_giou_1: 0.3838 loss_ce_2: 0.3378 loss_bbox_2: 0.1967 loss_giou_2: 0.353 loss_ce_3: 0.302 loss_bbox_3: 0.1861 loss_giou_3: 0.3437 loss_ce_4: 0.2896 loss_bbox_4: 0.1821 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:30:58] d2.utils.events INFO: eta: 15:41:00 iter: 249059 total_loss: 5.132 loss_ce: 0.2546 loss_bbox: 0.1708 loss_giou: 0.2991 loss_ce_0: 0.4639 loss_bbox_0: 0.3006 loss_giou_0: 0.4924 loss_ce_1: 0.3605 loss_bbox_1: 0.2154 loss_giou_1: 0.3396 loss_ce_2: 0.295 loss_bbox_2: 0.1805 loss_giou_2: 0.3102 loss_ce_3: 0.2653 loss_bbox_3: 0.1784 loss_giou_3: 0.3062 loss_ce_4: 0.251 loss_bbox_4: 0.1735 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 09:31:03] d2.utils.events INFO: eta: 15:40:54 iter: 249079 total_loss: 5.582 loss_ce: 0.2791 loss_bbox: 0.1932 loss_giou: 0.3186 loss_ce_0: 0.4852 loss_bbox_0: 0.322 loss_giou_0: 0.5215 loss_ce_1: 0.3809 loss_bbox_1: 0.2189 loss_giou_1: 0.3821 loss_ce_2: 0.3052 loss_bbox_2: 0.2041 loss_giou_2: 0.344 loss_ce_3: 0.2822 loss_bbox_3: 0.1981 loss_giou_3: 0.3284 loss_ce_4: 0.2771 loss_bbox_4: 0.1929 loss_giou_4: 0.32 time: 0.2800 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 09:31:09] d2.utils.events INFO: eta: 15:40:49 iter: 249099 total_loss: 5.701 loss_ce: 0.2912 loss_bbox: 0.1855 loss_giou: 0.3386 loss_ce_0: 0.5051 loss_bbox_0: 0.2997 loss_giou_0: 0.5195 loss_ce_1: 0.3944 loss_bbox_1: 0.2149 loss_giou_1: 0.3868 loss_ce_2: 0.333 loss_bbox_2: 0.1991 loss_giou_2: 0.3553 loss_ce_3: 0.2997 loss_bbox_3: 0.1931 loss_giou_3: 0.3506 loss_ce_4: 0.2884 loss_bbox_4: 0.1905 loss_giou_4: 0.338 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 09:31:15] d2.utils.events INFO: eta: 15:40:43 iter: 249119 total_loss: 5.615 loss_ce: 0.2777 loss_bbox: 0.1741 loss_giou: 0.3311 loss_ce_0: 0.4974 loss_bbox_0: 0.3009 loss_giou_0: 0.5296 loss_ce_1: 0.3902 loss_bbox_1: 0.211 loss_giou_1: 0.3961 loss_ce_2: 0.3114 loss_bbox_2: 0.19 loss_giou_2: 0.3548 loss_ce_3: 0.2871 loss_bbox_3: 0.1819 loss_giou_3: 0.3396 loss_ce_4: 0.2738 loss_bbox_4: 0.1715 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:31:20] d2.utils.events INFO: eta: 15:40:35 iter: 249139 total_loss: 5.687 loss_ce: 0.2853 loss_bbox: 0.1888 loss_giou: 0.3426 loss_ce_0: 0.4825 loss_bbox_0: 0.325 loss_giou_0: 0.5121 loss_ce_1: 0.387 loss_bbox_1: 0.232 loss_giou_1: 0.3909 loss_ce_2: 0.3251 loss_bbox_2: 0.2073 loss_giou_2: 0.3664 loss_ce_3: 0.2968 loss_bbox_3: 0.194 loss_giou_3: 0.3521 loss_ce_4: 0.2844 loss_bbox_4: 0.1874 loss_giou_4: 0.343 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 09:31:26] d2.utils.events INFO: eta: 15:40:30 iter: 249159 total_loss: 5.454 loss_ce: 0.2791 loss_bbox: 0.1698 loss_giou: 0.3274 loss_ce_0: 0.481 loss_bbox_0: 0.2918 loss_giou_0: 0.5393 loss_ce_1: 0.3888 loss_bbox_1: 0.2036 loss_giou_1: 0.3828 loss_ce_2: 0.3239 loss_bbox_2: 0.183 loss_giou_2: 0.3458 loss_ce_3: 0.2984 loss_bbox_3: 0.1783 loss_giou_3: 0.3383 loss_ce_4: 0.2802 loss_bbox_4: 0.1706 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 09:31:32] d2.utils.events INFO: eta: 15:40:46 iter: 249179 total_loss: 5.671 loss_ce: 0.2727 loss_bbox: 0.1885 loss_giou: 0.3142 loss_ce_0: 0.4765 loss_bbox_0: 0.3224 loss_giou_0: 0.492 loss_ce_1: 0.3774 loss_bbox_1: 0.2234 loss_giou_1: 0.3655 loss_ce_2: 0.3153 loss_bbox_2: 0.2045 loss_giou_2: 0.3338 loss_ce_3: 0.2774 loss_bbox_3: 0.1964 loss_giou_3: 0.3233 loss_ce_4: 0.2776 loss_bbox_4: 0.1959 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 09:31:37] d2.utils.events INFO: eta: 15:40:28 iter: 249199 total_loss: 5.628 loss_ce: 0.2869 loss_bbox: 0.2112 loss_giou: 0.3244 loss_ce_0: 0.4761 loss_bbox_0: 0.3162 loss_giou_0: 0.4998 loss_ce_1: 0.3829 loss_bbox_1: 0.2322 loss_giou_1: 0.3749 loss_ce_2: 0.3161 loss_bbox_2: 0.2154 loss_giou_2: 0.3424 loss_ce_3: 0.2879 loss_bbox_3: 0.2104 loss_giou_3: 0.3329 loss_ce_4: 0.2867 loss_bbox_4: 0.2056 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 09:31:43] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 09:31:44] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 09:31:44] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 09:31:44] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 09:31:44] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 09:31:44] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 09:31:51] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0371 s/iter. Eval: 0.0003 s/iter. Total: 0.0382 s/iter. ETA=0:00:23 [11/03 09:31:56] d2.evaluation.evaluator INFO: Inference done 110/625. Dataloading: 0.0022 s/iter. Inference: 0.0473 s/iter. Eval: 0.0004 s/iter. Total: 0.0499 s/iter. ETA=0:00:25 [11/03 09:32:01] d2.evaluation.evaluator INFO: Inference done 208/625. Dataloading: 0.0024 s/iter. Inference: 0.0477 s/iter. Eval: 0.0004 s/iter. Total: 0.0505 s/iter. ETA=0:00:21 [11/03 09:32:06] d2.evaluation.evaluator INFO: Inference done 292/625. Dataloading: 0.0028 s/iter. Inference: 0.0476 s/iter. Eval: 0.0028 s/iter. Total: 0.0532 s/iter. ETA=0:00:17 [11/03 09:32:11] d2.evaluation.evaluator INFO: Inference done 387/625. Dataloading: 0.0028 s/iter. Inference: 0.0482 s/iter. Eval: 0.0022 s/iter. Total: 0.0532 s/iter. ETA=0:00:12 [11/03 09:32:16] d2.evaluation.evaluator INFO: Inference done 482/625. Dataloading: 0.0028 s/iter. Inference: 0.0484 s/iter. Eval: 0.0018 s/iter. Total: 0.0531 s/iter. ETA=0:00:07 [11/03 09:32:21] d2.evaluation.evaluator INFO: Inference done 579/625. Dataloading: 0.0028 s/iter. Inference: 0.0484 s/iter. Eval: 0.0016 s/iter. Total: 0.0529 s/iter. ETA=0:00:02 [11/03 09:32:24] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.238623 (0.053611 s / iter per device, on 8 devices) [11/03 09:32:24] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048502 s / iter per device, on 8 devices) [11/03 09:32:34] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 09:32:35] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 09:32:37] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 09:32:41] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 09:32:55] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.58 seconds. [11/03 09:32:55] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 09:32:56] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.49 seconds. [11/03 09:32:56] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.337 | 61.037 | 45.281 | 24.574 | 45.194 | 57.931 | [11/03 09:32:56] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.546 | bicycle | 30.004 | car | 43.768 | | motorcycle | 41.364 | airplane | 64.731 | bus | 64.375 | | train | 65.389 | truck | 38.325 | boat | 26.663 | | traffic light | 27.459 | fire hydrant | 66.807 | stop sign | 67.671 | | parking meter | 46.673 | bench | 26.638 | bird | 37.294 | | cat | 71.269 | dog | 65.939 | horse | 59.930 | | sheep | 49.253 | cow | 59.091 | elephant | 62.919 | | bear | 75.375 | zebra | 65.054 | giraffe | 69.148 | | backpack | 15.135 | umbrella | 37.747 | handbag | 13.912 | | tie | 31.322 | suitcase | 39.281 | frisbee | 68.521 | | skis | 26.937 | snowboard | 42.760 | sports ball | 46.281 | | kite | 47.032 | baseball bat | 29.487 | baseball glove | 37.398 | | skateboard | 54.200 | surfboard | 37.342 | tennis racket | 49.638 | | bottle | 37.477 | wine glass | 33.869 | cup | 39.367 | | fork | 33.173 | knife | 15.683 | spoon | 18.757 | | bowl | 41.452 | banana | 24.018 | apple | 19.726 | | sandwich | 35.563 | orange | 31.084 | broccoli | 22.686 | | carrot | 20.314 | hot dog | 36.793 | pizza | 53.882 | | donut | 47.178 | cake | 35.509 | chair | 26.835 | | couch | 46.365 | potted plant | 26.534 | bed | 49.370 | | dining table | 28.377 | toilet | 60.019 | tv | 57.873 | | laptop | 61.299 | mouse | 59.577 | remote | 30.356 | | keyboard | 51.999 | cell phone | 37.536 | microwave | 60.503 | | oven | 36.040 | toaster | 34.714 | sink | 37.474 | | refrigerator | 60.521 | book | 12.780 | clock | 52.768 | | vase | 38.837 | scissors | 38.755 | teddy bear | 44.995 | | hair drier | 4.263 | toothbrush | 26.987 | | | [11/03 09:32:57] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 09:32:57] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 09:32:57] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 09:32:57] d2.evaluation.testing INFO: copypaste: 42.3373,61.0375,45.2812,24.5742,45.1942,57.9312 [11/03 09:32:58] d2.utils.events INFO: eta: 15:40:21 iter: 249219 total_loss: 5.667 loss_ce: 0.2791 loss_bbox: 0.1798 loss_giou: 0.3186 loss_ce_0: 0.494 loss_bbox_0: 0.3178 loss_giou_0: 0.4859 loss_ce_1: 0.3827 loss_bbox_1: 0.2192 loss_giou_1: 0.3739 loss_ce_2: 0.3165 loss_bbox_2: 0.2046 loss_giou_2: 0.3452 loss_ce_3: 0.2907 loss_bbox_3: 0.187 loss_giou_3: 0.3394 loss_ce_4: 0.2849 loss_bbox_4: 0.1795 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:04] d2.utils.events INFO: eta: 15:40:09 iter: 249239 total_loss: 5.64 loss_ce: 0.2949 loss_bbox: 0.1777 loss_giou: 0.34 loss_ce_0: 0.4969 loss_bbox_0: 0.3123 loss_giou_0: 0.5249 loss_ce_1: 0.3889 loss_bbox_1: 0.2104 loss_giou_1: 0.3855 loss_ce_2: 0.3331 loss_bbox_2: 0.1912 loss_giou_2: 0.3591 loss_ce_3: 0.311 loss_bbox_3: 0.1844 loss_giou_3: 0.3555 loss_ce_4: 0.2961 loss_bbox_4: 0.1805 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:09] d2.utils.events INFO: eta: 15:40:02 iter: 249259 total_loss: 5.59 loss_ce: 0.2866 loss_bbox: 0.1754 loss_giou: 0.3413 loss_ce_0: 0.4791 loss_bbox_0: 0.2997 loss_giou_0: 0.5216 loss_ce_1: 0.3834 loss_bbox_1: 0.2063 loss_giou_1: 0.3835 loss_ce_2: 0.325 loss_bbox_2: 0.1928 loss_giou_2: 0.3575 loss_ce_3: 0.2975 loss_bbox_3: 0.186 loss_giou_3: 0.3495 loss_ce_4: 0.2924 loss_bbox_4: 0.1802 loss_giou_4: 0.3493 time: 0.2800 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:15] d2.utils.events INFO: eta: 15:39:51 iter: 249279 total_loss: 5.512 loss_ce: 0.2804 loss_bbox: 0.1737 loss_giou: 0.3216 loss_ce_0: 0.4869 loss_bbox_0: 0.2958 loss_giou_0: 0.4949 loss_ce_1: 0.3822 loss_bbox_1: 0.2064 loss_giou_1: 0.3677 loss_ce_2: 0.3189 loss_bbox_2: 0.1846 loss_giou_2: 0.3338 loss_ce_3: 0.2928 loss_bbox_3: 0.1762 loss_giou_3: 0.33 loss_ce_4: 0.2853 loss_bbox_4: 0.1756 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:21] d2.utils.events INFO: eta: 15:39:50 iter: 249299 total_loss: 5.711 loss_ce: 0.2911 loss_bbox: 0.1718 loss_giou: 0.3576 loss_ce_0: 0.4976 loss_bbox_0: 0.3019 loss_giou_0: 0.5457 loss_ce_1: 0.395 loss_bbox_1: 0.2027 loss_giou_1: 0.4131 loss_ce_2: 0.3415 loss_bbox_2: 0.1883 loss_giou_2: 0.3709 loss_ce_3: 0.3134 loss_bbox_3: 0.1814 loss_giou_3: 0.3636 loss_ce_4: 0.2937 loss_bbox_4: 0.1749 loss_giou_4: 0.3584 time: 0.2800 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:26] d2.utils.events INFO: eta: 15:39:42 iter: 249319 total_loss: 5.391 loss_ce: 0.287 loss_bbox: 0.1678 loss_giou: 0.3307 loss_ce_0: 0.4859 loss_bbox_0: 0.3022 loss_giou_0: 0.5129 loss_ce_1: 0.3911 loss_bbox_1: 0.1983 loss_giou_1: 0.3715 loss_ce_2: 0.3163 loss_bbox_2: 0.1807 loss_giou_2: 0.3512 loss_ce_3: 0.2871 loss_bbox_3: 0.1716 loss_giou_3: 0.342 loss_ce_4: 0.2879 loss_bbox_4: 0.1701 loss_giou_4: 0.3348 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:32] d2.utils.events INFO: eta: 15:39:34 iter: 249339 total_loss: 5.498 loss_ce: 0.2785 loss_bbox: 0.1731 loss_giou: 0.3368 loss_ce_0: 0.4902 loss_bbox_0: 0.3072 loss_giou_0: 0.5189 loss_ce_1: 0.3785 loss_bbox_1: 0.2043 loss_giou_1: 0.3788 loss_ce_2: 0.3108 loss_bbox_2: 0.1867 loss_giou_2: 0.3589 loss_ce_3: 0.2799 loss_bbox_3: 0.1774 loss_giou_3: 0.3497 loss_ce_4: 0.2788 loss_bbox_4: 0.1764 loss_giou_4: 0.3437 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:38] d2.utils.events INFO: eta: 15:40:05 iter: 249359 total_loss: 6.031 loss_ce: 0.2973 loss_bbox: 0.1943 loss_giou: 0.3538 loss_ce_0: 0.4959 loss_bbox_0: 0.3079 loss_giou_0: 0.535 loss_ce_1: 0.3972 loss_bbox_1: 0.2191 loss_giou_1: 0.4022 loss_ce_2: 0.3366 loss_bbox_2: 0.1986 loss_giou_2: 0.375 loss_ce_3: 0.3077 loss_bbox_3: 0.1971 loss_giou_3: 0.3644 loss_ce_4: 0.3025 loss_bbox_4: 0.1927 loss_giou_4: 0.3593 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:43] d2.utils.events INFO: eta: 15:40:22 iter: 249379 total_loss: 5.549 loss_ce: 0.2861 loss_bbox: 0.1748 loss_giou: 0.3265 loss_ce_0: 0.494 loss_bbox_0: 0.2984 loss_giou_0: 0.4935 loss_ce_1: 0.3817 loss_bbox_1: 0.2037 loss_giou_1: 0.3754 loss_ce_2: 0.3193 loss_bbox_2: 0.1917 loss_giou_2: 0.3477 loss_ce_3: 0.2977 loss_bbox_3: 0.1821 loss_giou_3: 0.3368 loss_ce_4: 0.2887 loss_bbox_4: 0.1797 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:49] d2.utils.events INFO: eta: 15:40:08 iter: 249399 total_loss: 5.474 loss_ce: 0.2559 loss_bbox: 0.1771 loss_giou: 0.3262 loss_ce_0: 0.4766 loss_bbox_0: 0.317 loss_giou_0: 0.5043 loss_ce_1: 0.3497 loss_bbox_1: 0.2134 loss_giou_1: 0.3763 loss_ce_2: 0.2923 loss_bbox_2: 0.1952 loss_giou_2: 0.3442 loss_ce_3: 0.2605 loss_bbox_3: 0.1869 loss_giou_3: 0.3426 loss_ce_4: 0.2493 loss_bbox_4: 0.1802 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:33:55] d2.utils.events INFO: eta: 15:39:34 iter: 249419 total_loss: 5.522 loss_ce: 0.2867 loss_bbox: 0.1841 loss_giou: 0.3214 loss_ce_0: 0.492 loss_bbox_0: 0.2985 loss_giou_0: 0.5083 loss_ce_1: 0.3917 loss_bbox_1: 0.2064 loss_giou_1: 0.3798 loss_ce_2: 0.3274 loss_bbox_2: 0.195 loss_giou_2: 0.343 loss_ce_3: 0.2978 loss_bbox_3: 0.1899 loss_giou_3: 0.3309 loss_ce_4: 0.2928 loss_bbox_4: 0.1884 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:00] d2.utils.events INFO: eta: 15:39:13 iter: 249439 total_loss: 5.408 loss_ce: 0.2542 loss_bbox: 0.1653 loss_giou: 0.3207 loss_ce_0: 0.4791 loss_bbox_0: 0.2914 loss_giou_0: 0.4911 loss_ce_1: 0.3735 loss_bbox_1: 0.2048 loss_giou_1: 0.3606 loss_ce_2: 0.3133 loss_bbox_2: 0.1768 loss_giou_2: 0.3323 loss_ce_3: 0.2821 loss_bbox_3: 0.17 loss_giou_3: 0.3279 loss_ce_4: 0.2634 loss_bbox_4: 0.1686 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:06] d2.utils.events INFO: eta: 15:38:55 iter: 249459 total_loss: 5.642 loss_ce: 0.2739 loss_bbox: 0.1813 loss_giou: 0.3463 loss_ce_0: 0.4947 loss_bbox_0: 0.3105 loss_giou_0: 0.5291 loss_ce_1: 0.3792 loss_bbox_1: 0.2079 loss_giou_1: 0.3992 loss_ce_2: 0.3206 loss_bbox_2: 0.1904 loss_giou_2: 0.37 loss_ce_3: 0.2898 loss_bbox_3: 0.186 loss_giou_3: 0.3622 loss_ce_4: 0.2826 loss_bbox_4: 0.1846 loss_giou_4: 0.353 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:12] d2.utils.events INFO: eta: 15:38:13 iter: 249479 total_loss: 5.644 loss_ce: 0.2777 loss_bbox: 0.188 loss_giou: 0.3254 loss_ce_0: 0.5007 loss_bbox_0: 0.314 loss_giou_0: 0.4808 loss_ce_1: 0.3869 loss_bbox_1: 0.2221 loss_giou_1: 0.3632 loss_ce_2: 0.3225 loss_bbox_2: 0.1982 loss_giou_2: 0.3425 loss_ce_3: 0.2989 loss_bbox_3: 0.1935 loss_giou_3: 0.3361 loss_ce_4: 0.2793 loss_bbox_4: 0.1936 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:17] d2.utils.events INFO: eta: 15:38:03 iter: 249499 total_loss: 5.73 loss_ce: 0.2992 loss_bbox: 0.1785 loss_giou: 0.3306 loss_ce_0: 0.5154 loss_bbox_0: 0.3068 loss_giou_0: 0.5194 loss_ce_1: 0.3999 loss_bbox_1: 0.2187 loss_giou_1: 0.3971 loss_ce_2: 0.3281 loss_bbox_2: 0.1886 loss_giou_2: 0.3508 loss_ce_3: 0.306 loss_bbox_3: 0.1879 loss_giou_3: 0.3475 loss_ce_4: 0.2905 loss_bbox_4: 0.184 loss_giou_4: 0.336 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:23] d2.utils.events INFO: eta: 15:37:54 iter: 249519 total_loss: 5.434 loss_ce: 0.2831 loss_bbox: 0.202 loss_giou: 0.3327 loss_ce_0: 0.4872 loss_bbox_0: 0.3121 loss_giou_0: 0.505 loss_ce_1: 0.378 loss_bbox_1: 0.2257 loss_giou_1: 0.3738 loss_ce_2: 0.3113 loss_bbox_2: 0.2114 loss_giou_2: 0.3492 loss_ce_3: 0.2873 loss_bbox_3: 0.2016 loss_giou_3: 0.3303 loss_ce_4: 0.2815 loss_bbox_4: 0.2032 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:29] d2.utils.events INFO: eta: 15:38:17 iter: 249539 total_loss: 5.634 loss_ce: 0.2796 loss_bbox: 0.1755 loss_giou: 0.3459 loss_ce_0: 0.4945 loss_bbox_0: 0.305 loss_giou_0: 0.5462 loss_ce_1: 0.3925 loss_bbox_1: 0.2058 loss_giou_1: 0.3975 loss_ce_2: 0.3249 loss_bbox_2: 0.1882 loss_giou_2: 0.3707 loss_ce_3: 0.3073 loss_bbox_3: 0.1795 loss_giou_3: 0.3606 loss_ce_4: 0.2845 loss_bbox_4: 0.1809 loss_giou_4: 0.3463 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:34] d2.utils.events INFO: eta: 15:38:27 iter: 249559 total_loss: 5.611 loss_ce: 0.2883 loss_bbox: 0.1832 loss_giou: 0.3332 loss_ce_0: 0.4915 loss_bbox_0: 0.3059 loss_giou_0: 0.5252 loss_ce_1: 0.3864 loss_bbox_1: 0.2157 loss_giou_1: 0.391 loss_ce_2: 0.3396 loss_bbox_2: 0.191 loss_giou_2: 0.3502 loss_ce_3: 0.3107 loss_bbox_3: 0.1828 loss_giou_3: 0.3366 loss_ce_4: 0.2905 loss_bbox_4: 0.1834 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:40] d2.utils.events INFO: eta: 15:38:06 iter: 249579 total_loss: 5.627 loss_ce: 0.2813 loss_bbox: 0.1634 loss_giou: 0.3333 loss_ce_0: 0.4966 loss_bbox_0: 0.3125 loss_giou_0: 0.5153 loss_ce_1: 0.3801 loss_bbox_1: 0.2008 loss_giou_1: 0.371 loss_ce_2: 0.314 loss_bbox_2: 0.1745 loss_giou_2: 0.3564 loss_ce_3: 0.297 loss_bbox_3: 0.1708 loss_giou_3: 0.3428 loss_ce_4: 0.2865 loss_bbox_4: 0.1662 loss_giou_4: 0.3348 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:46] d2.utils.events INFO: eta: 15:37:42 iter: 249599 total_loss: 5.21 loss_ce: 0.2473 loss_bbox: 0.1666 loss_giou: 0.3106 loss_ce_0: 0.478 loss_bbox_0: 0.2917 loss_giou_0: 0.4693 loss_ce_1: 0.3584 loss_bbox_1: 0.1997 loss_giou_1: 0.3565 loss_ce_2: 0.2905 loss_bbox_2: 0.1782 loss_giou_2: 0.3194 loss_ce_3: 0.266 loss_bbox_3: 0.1736 loss_giou_3: 0.3195 loss_ce_4: 0.2504 loss_bbox_4: 0.169 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:51] d2.utils.events INFO: eta: 15:37:40 iter: 249619 total_loss: 5.384 loss_ce: 0.2659 loss_bbox: 0.18 loss_giou: 0.315 loss_ce_0: 0.4766 loss_bbox_0: 0.3053 loss_giou_0: 0.4731 loss_ce_1: 0.3773 loss_bbox_1: 0.209 loss_giou_1: 0.36 loss_ce_2: 0.3104 loss_bbox_2: 0.196 loss_giou_2: 0.3333 loss_ce_3: 0.2706 loss_bbox_3: 0.1893 loss_giou_3: 0.3228 loss_ce_4: 0.2614 loss_bbox_4: 0.1838 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 09:34:57] d2.utils.events INFO: eta: 15:37:31 iter: 249639 total_loss: 5.44 loss_ce: 0.2734 loss_bbox: 0.178 loss_giou: 0.3087 loss_ce_0: 0.4909 loss_bbox_0: 0.3121 loss_giou_0: 0.4907 loss_ce_1: 0.3768 loss_bbox_1: 0.2144 loss_giou_1: 0.3565 loss_ce_2: 0.3139 loss_bbox_2: 0.1951 loss_giou_2: 0.321 loss_ce_3: 0.2916 loss_bbox_3: 0.1828 loss_giou_3: 0.3183 loss_ce_4: 0.2737 loss_bbox_4: 0.1778 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:03] d2.utils.events INFO: eta: 15:37:51 iter: 249659 total_loss: 5.913 loss_ce: 0.2934 loss_bbox: 0.1775 loss_giou: 0.3395 loss_ce_0: 0.5086 loss_bbox_0: 0.2999 loss_giou_0: 0.5413 loss_ce_1: 0.4123 loss_bbox_1: 0.2103 loss_giou_1: 0.4038 loss_ce_2: 0.3408 loss_bbox_2: 0.1869 loss_giou_2: 0.3695 loss_ce_3: 0.3156 loss_bbox_3: 0.1816 loss_giou_3: 0.3527 loss_ce_4: 0.2946 loss_bbox_4: 0.1783 loss_giou_4: 0.3451 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:08] d2.utils.events INFO: eta: 15:37:23 iter: 249679 total_loss: 5.739 loss_ce: 0.2918 loss_bbox: 0.1905 loss_giou: 0.331 loss_ce_0: 0.4786 loss_bbox_0: 0.3344 loss_giou_0: 0.4888 loss_ce_1: 0.3856 loss_bbox_1: 0.224 loss_giou_1: 0.3756 loss_ce_2: 0.3212 loss_bbox_2: 0.2012 loss_giou_2: 0.3545 loss_ce_3: 0.3042 loss_bbox_3: 0.1979 loss_giou_3: 0.3453 loss_ce_4: 0.2864 loss_bbox_4: 0.1933 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:14] d2.utils.events INFO: eta: 15:37:29 iter: 249699 total_loss: 5.436 loss_ce: 0.2689 loss_bbox: 0.1732 loss_giou: 0.3212 loss_ce_0: 0.4663 loss_bbox_0: 0.3018 loss_giou_0: 0.5127 loss_ce_1: 0.3759 loss_bbox_1: 0.2026 loss_giou_1: 0.3891 loss_ce_2: 0.3112 loss_bbox_2: 0.1809 loss_giou_2: 0.3523 loss_ce_3: 0.2755 loss_bbox_3: 0.1789 loss_giou_3: 0.3354 loss_ce_4: 0.2745 loss_bbox_4: 0.1759 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:20] d2.utils.events INFO: eta: 15:37:12 iter: 249719 total_loss: 5.356 loss_ce: 0.2659 loss_bbox: 0.1765 loss_giou: 0.3028 loss_ce_0: 0.4839 loss_bbox_0: 0.3103 loss_giou_0: 0.4739 loss_ce_1: 0.3808 loss_bbox_1: 0.21 loss_giou_1: 0.3524 loss_ce_2: 0.323 loss_bbox_2: 0.1923 loss_giou_2: 0.3192 loss_ce_3: 0.2887 loss_bbox_3: 0.1825 loss_giou_3: 0.3115 loss_ce_4: 0.2749 loss_bbox_4: 0.1786 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:26] d2.utils.events INFO: eta: 15:37:09 iter: 249739 total_loss: 5.675 loss_ce: 0.2732 loss_bbox: 0.1768 loss_giou: 0.3487 loss_ce_0: 0.4908 loss_bbox_0: 0.3052 loss_giou_0: 0.5311 loss_ce_1: 0.3646 loss_bbox_1: 0.2194 loss_giou_1: 0.3965 loss_ce_2: 0.3045 loss_bbox_2: 0.1946 loss_giou_2: 0.3677 loss_ce_3: 0.2774 loss_bbox_3: 0.1882 loss_giou_3: 0.3582 loss_ce_4: 0.2656 loss_bbox_4: 0.1818 loss_giou_4: 0.3527 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:31] d2.utils.events INFO: eta: 15:37:01 iter: 249759 total_loss: 5.564 loss_ce: 0.2806 loss_bbox: 0.1787 loss_giou: 0.3194 loss_ce_0: 0.4832 loss_bbox_0: 0.3 loss_giou_0: 0.4967 loss_ce_1: 0.3913 loss_bbox_1: 0.2086 loss_giou_1: 0.3632 loss_ce_2: 0.3159 loss_bbox_2: 0.1973 loss_giou_2: 0.3404 loss_ce_3: 0.2929 loss_bbox_3: 0.1876 loss_giou_3: 0.3371 loss_ce_4: 0.282 loss_bbox_4: 0.182 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:37] d2.utils.events INFO: eta: 15:37:15 iter: 249779 total_loss: 5.432 loss_ce: 0.2793 loss_bbox: 0.1744 loss_giou: 0.343 loss_ce_0: 0.4851 loss_bbox_0: 0.2998 loss_giou_0: 0.5241 loss_ce_1: 0.3658 loss_bbox_1: 0.202 loss_giou_1: 0.3896 loss_ce_2: 0.3224 loss_bbox_2: 0.1819 loss_giou_2: 0.3625 loss_ce_3: 0.2806 loss_bbox_3: 0.1762 loss_giou_3: 0.3472 loss_ce_4: 0.2806 loss_bbox_4: 0.1722 loss_giou_4: 0.3437 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:43] d2.utils.events INFO: eta: 15:36:28 iter: 249799 total_loss: 5.411 loss_ce: 0.2702 loss_bbox: 0.1764 loss_giou: 0.3254 loss_ce_0: 0.4862 loss_bbox_0: 0.3017 loss_giou_0: 0.5057 loss_ce_1: 0.3761 loss_bbox_1: 0.2072 loss_giou_1: 0.3839 loss_ce_2: 0.3121 loss_bbox_2: 0.1865 loss_giou_2: 0.3511 loss_ce_3: 0.2866 loss_bbox_3: 0.179 loss_giou_3: 0.339 loss_ce_4: 0.2736 loss_bbox_4: 0.1793 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:48] d2.utils.events INFO: eta: 15:36:17 iter: 249819 total_loss: 5.497 loss_ce: 0.2725 loss_bbox: 0.1715 loss_giou: 0.3185 loss_ce_0: 0.4923 loss_bbox_0: 0.3097 loss_giou_0: 0.4898 loss_ce_1: 0.3695 loss_bbox_1: 0.2051 loss_giou_1: 0.3716 loss_ce_2: 0.3141 loss_bbox_2: 0.1858 loss_giou_2: 0.3381 loss_ce_3: 0.2857 loss_bbox_3: 0.1804 loss_giou_3: 0.3249 loss_ce_4: 0.2692 loss_bbox_4: 0.1774 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 09:35:54] d2.utils.events INFO: eta: 15:36:27 iter: 249839 total_loss: 5.418 loss_ce: 0.2589 loss_bbox: 0.1729 loss_giou: 0.3283 loss_ce_0: 0.4716 loss_bbox_0: 0.2993 loss_giou_0: 0.5274 loss_ce_1: 0.3637 loss_bbox_1: 0.2058 loss_giou_1: 0.3793 loss_ce_2: 0.3028 loss_bbox_2: 0.1852 loss_giou_2: 0.3508 loss_ce_3: 0.2666 loss_bbox_3: 0.1766 loss_giou_3: 0.3372 loss_ce_4: 0.2573 loss_bbox_4: 0.1724 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:00] d2.utils.events INFO: eta: 15:36:17 iter: 249859 total_loss: 5.293 loss_ce: 0.2494 loss_bbox: 0.1856 loss_giou: 0.3168 loss_ce_0: 0.4621 loss_bbox_0: 0.3068 loss_giou_0: 0.4833 loss_ce_1: 0.3668 loss_bbox_1: 0.2229 loss_giou_1: 0.3582 loss_ce_2: 0.3 loss_bbox_2: 0.2045 loss_giou_2: 0.332 loss_ce_3: 0.2673 loss_bbox_3: 0.1925 loss_giou_3: 0.3236 loss_ce_4: 0.2539 loss_bbox_4: 0.1876 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:05] d2.utils.events INFO: eta: 15:36:15 iter: 249879 total_loss: 5.468 loss_ce: 0.2614 loss_bbox: 0.1781 loss_giou: 0.3346 loss_ce_0: 0.4639 loss_bbox_0: 0.3166 loss_giou_0: 0.5055 loss_ce_1: 0.3665 loss_bbox_1: 0.206 loss_giou_1: 0.3704 loss_ce_2: 0.3159 loss_bbox_2: 0.1989 loss_giou_2: 0.3427 loss_ce_3: 0.2756 loss_bbox_3: 0.186 loss_giou_3: 0.3402 loss_ce_4: 0.2621 loss_bbox_4: 0.1856 loss_giou_4: 0.336 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:11] d2.utils.events INFO: eta: 15:35:53 iter: 249899 total_loss: 5.536 loss_ce: 0.2734 loss_bbox: 0.1763 loss_giou: 0.3416 loss_ce_0: 0.4944 loss_bbox_0: 0.3086 loss_giou_0: 0.5231 loss_ce_1: 0.3953 loss_bbox_1: 0.2138 loss_giou_1: 0.3894 loss_ce_2: 0.3293 loss_bbox_2: 0.189 loss_giou_2: 0.3586 loss_ce_3: 0.2919 loss_bbox_3: 0.184 loss_giou_3: 0.3482 loss_ce_4: 0.2768 loss_bbox_4: 0.1797 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:17] d2.utils.events INFO: eta: 15:35:47 iter: 249919 total_loss: 5.585 loss_ce: 0.3009 loss_bbox: 0.177 loss_giou: 0.322 loss_ce_0: 0.4914 loss_bbox_0: 0.3105 loss_giou_0: 0.4941 loss_ce_1: 0.4121 loss_bbox_1: 0.211 loss_giou_1: 0.3793 loss_ce_2: 0.3416 loss_bbox_2: 0.1961 loss_giou_2: 0.3387 loss_ce_3: 0.3071 loss_bbox_3: 0.1818 loss_giou_3: 0.3323 loss_ce_4: 0.298 loss_bbox_4: 0.1806 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:22] d2.utils.events INFO: eta: 15:35:49 iter: 249939 total_loss: 5.63 loss_ce: 0.2805 loss_bbox: 0.1696 loss_giou: 0.3578 loss_ce_0: 0.486 loss_bbox_0: 0.2952 loss_giou_0: 0.5395 loss_ce_1: 0.3847 loss_bbox_1: 0.1936 loss_giou_1: 0.404 loss_ce_2: 0.3176 loss_bbox_2: 0.177 loss_giou_2: 0.3752 loss_ce_3: 0.2988 loss_bbox_3: 0.1708 loss_giou_3: 0.3638 loss_ce_4: 0.2814 loss_bbox_4: 0.1685 loss_giou_4: 0.3574 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:28] d2.utils.events INFO: eta: 15:35:49 iter: 249959 total_loss: 5.358 loss_ce: 0.2807 loss_bbox: 0.1836 loss_giou: 0.3253 loss_ce_0: 0.483 loss_bbox_0: 0.3074 loss_giou_0: 0.4967 loss_ce_1: 0.3791 loss_bbox_1: 0.2192 loss_giou_1: 0.3772 loss_ce_2: 0.3262 loss_bbox_2: 0.198 loss_giou_2: 0.3451 loss_ce_3: 0.2968 loss_bbox_3: 0.188 loss_giou_3: 0.3391 loss_ce_4: 0.2832 loss_bbox_4: 0.1869 loss_giou_4: 0.3319 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:34] d2.utils.events INFO: eta: 15:35:30 iter: 249979 total_loss: 5.63 loss_ce: 0.2699 loss_bbox: 0.1894 loss_giou: 0.3394 loss_ce_0: 0.4886 loss_bbox_0: 0.3215 loss_giou_0: 0.5173 loss_ce_1: 0.3822 loss_bbox_1: 0.2254 loss_giou_1: 0.3784 loss_ce_2: 0.3298 loss_bbox_2: 0.2042 loss_giou_2: 0.3543 loss_ce_3: 0.2931 loss_bbox_3: 0.1934 loss_giou_3: 0.3464 loss_ce_4: 0.2794 loss_bbox_4: 0.1911 loss_giou_4: 0.3432 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:39] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0249999.pth [11/03 09:36:42] d2.utils.events INFO: eta: 15:35:09 iter: 249999 total_loss: 5.247 loss_ce: 0.2833 loss_bbox: 0.1655 loss_giou: 0.3218 loss_ce_0: 0.4854 loss_bbox_0: 0.306 loss_giou_0: 0.5088 loss_ce_1: 0.3861 loss_bbox_1: 0.2011 loss_giou_1: 0.372 loss_ce_2: 0.3244 loss_bbox_2: 0.1793 loss_giou_2: 0.3347 loss_ce_3: 0.2953 loss_bbox_3: 0.1718 loss_giou_3: 0.3305 loss_ce_4: 0.2861 loss_bbox_4: 0.168 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:47] d2.utils.events INFO: eta: 15:35:16 iter: 250019 total_loss: 5.753 loss_ce: 0.2774 loss_bbox: 0.1797 loss_giou: 0.3407 loss_ce_0: 0.5043 loss_bbox_0: 0.3123 loss_giou_0: 0.5226 loss_ce_1: 0.3999 loss_bbox_1: 0.2054 loss_giou_1: 0.3851 loss_ce_2: 0.3382 loss_bbox_2: 0.1902 loss_giou_2: 0.3454 loss_ce_3: 0.3018 loss_bbox_3: 0.1905 loss_giou_3: 0.3406 loss_ce_4: 0.2798 loss_bbox_4: 0.1853 loss_giou_4: 0.3392 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:53] d2.utils.events INFO: eta: 15:35:02 iter: 250039 total_loss: 5.327 loss_ce: 0.2587 loss_bbox: 0.1696 loss_giou: 0.3066 loss_ce_0: 0.4817 loss_bbox_0: 0.2932 loss_giou_0: 0.4818 loss_ce_1: 0.3566 loss_bbox_1: 0.2013 loss_giou_1: 0.3647 loss_ce_2: 0.2981 loss_bbox_2: 0.1867 loss_giou_2: 0.3286 loss_ce_3: 0.2574 loss_bbox_3: 0.1801 loss_giou_3: 0.3121 loss_ce_4: 0.2599 loss_bbox_4: 0.1718 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 09:36:59] d2.utils.events INFO: eta: 15:34:49 iter: 250059 total_loss: 5.346 loss_ce: 0.2615 loss_bbox: 0.176 loss_giou: 0.3237 loss_ce_0: 0.4817 loss_bbox_0: 0.3035 loss_giou_0: 0.4755 loss_ce_1: 0.3736 loss_bbox_1: 0.2129 loss_giou_1: 0.3548 loss_ce_2: 0.3007 loss_bbox_2: 0.1887 loss_giou_2: 0.3358 loss_ce_3: 0.2702 loss_bbox_3: 0.1823 loss_giou_3: 0.3263 loss_ce_4: 0.258 loss_bbox_4: 0.1779 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:04] d2.utils.events INFO: eta: 15:34:42 iter: 250079 total_loss: 5.299 loss_ce: 0.267 loss_bbox: 0.1731 loss_giou: 0.3218 loss_ce_0: 0.4743 loss_bbox_0: 0.2937 loss_giou_0: 0.4983 loss_ce_1: 0.3689 loss_bbox_1: 0.2094 loss_giou_1: 0.3725 loss_ce_2: 0.3079 loss_bbox_2: 0.1841 loss_giou_2: 0.3392 loss_ce_3: 0.2704 loss_bbox_3: 0.1824 loss_giou_3: 0.3282 loss_ce_4: 0.2662 loss_bbox_4: 0.1777 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:10] d2.utils.events INFO: eta: 15:34:33 iter: 250099 total_loss: 5.681 loss_ce: 0.2846 loss_bbox: 0.1749 loss_giou: 0.3537 loss_ce_0: 0.4966 loss_bbox_0: 0.3008 loss_giou_0: 0.5564 loss_ce_1: 0.3845 loss_bbox_1: 0.207 loss_giou_1: 0.4102 loss_ce_2: 0.3274 loss_bbox_2: 0.1909 loss_giou_2: 0.3788 loss_ce_3: 0.2935 loss_bbox_3: 0.1876 loss_giou_3: 0.3712 loss_ce_4: 0.2844 loss_bbox_4: 0.1823 loss_giou_4: 0.3599 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:16] d2.utils.events INFO: eta: 15:34:25 iter: 250119 total_loss: 5.443 loss_ce: 0.2648 loss_bbox: 0.1761 loss_giou: 0.3291 loss_ce_0: 0.4751 loss_bbox_0: 0.3008 loss_giou_0: 0.5002 loss_ce_1: 0.3706 loss_bbox_1: 0.2107 loss_giou_1: 0.3662 loss_ce_2: 0.3015 loss_bbox_2: 0.1905 loss_giou_2: 0.3406 loss_ce_3: 0.2721 loss_bbox_3: 0.1813 loss_giou_3: 0.3335 loss_ce_4: 0.2591 loss_bbox_4: 0.174 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:21] d2.utils.events INFO: eta: 15:34:22 iter: 250139 total_loss: 5.356 loss_ce: 0.2659 loss_bbox: 0.1668 loss_giou: 0.3138 loss_ce_0: 0.4745 loss_bbox_0: 0.2994 loss_giou_0: 0.4997 loss_ce_1: 0.3758 loss_bbox_1: 0.2009 loss_giou_1: 0.3592 loss_ce_2: 0.3203 loss_bbox_2: 0.185 loss_giou_2: 0.3369 loss_ce_3: 0.2873 loss_bbox_3: 0.1787 loss_giou_3: 0.3262 loss_ce_4: 0.2802 loss_bbox_4: 0.1743 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:27] d2.utils.events INFO: eta: 15:34:05 iter: 250159 total_loss: 5.618 loss_ce: 0.2923 loss_bbox: 0.1844 loss_giou: 0.3274 loss_ce_0: 0.5076 loss_bbox_0: 0.3197 loss_giou_0: 0.4958 loss_ce_1: 0.4037 loss_bbox_1: 0.2225 loss_giou_1: 0.3847 loss_ce_2: 0.3424 loss_bbox_2: 0.2017 loss_giou_2: 0.3457 loss_ce_3: 0.3053 loss_bbox_3: 0.1889 loss_giou_3: 0.3387 loss_ce_4: 0.301 loss_bbox_4: 0.1861 loss_giou_4: 0.3294 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:32] d2.utils.events INFO: eta: 15:33:47 iter: 250179 total_loss: 5.385 loss_ce: 0.2557 loss_bbox: 0.176 loss_giou: 0.309 loss_ce_0: 0.4957 loss_bbox_0: 0.2998 loss_giou_0: 0.4708 loss_ce_1: 0.3745 loss_bbox_1: 0.2076 loss_giou_1: 0.3497 loss_ce_2: 0.3036 loss_bbox_2: 0.1884 loss_giou_2: 0.3294 loss_ce_3: 0.2731 loss_bbox_3: 0.1801 loss_giou_3: 0.3156 loss_ce_4: 0.2579 loss_bbox_4: 0.1767 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:38] d2.utils.events INFO: eta: 15:33:36 iter: 250199 total_loss: 5.394 loss_ce: 0.256 loss_bbox: 0.1839 loss_giou: 0.3263 loss_ce_0: 0.4905 loss_bbox_0: 0.306 loss_giou_0: 0.4646 loss_ce_1: 0.3704 loss_bbox_1: 0.2202 loss_giou_1: 0.3505 loss_ce_2: 0.3011 loss_bbox_2: 0.196 loss_giou_2: 0.3344 loss_ce_3: 0.2803 loss_bbox_3: 0.1841 loss_giou_3: 0.3257 loss_ce_4: 0.2638 loss_bbox_4: 0.1842 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:44] d2.utils.events INFO: eta: 15:33:36 iter: 250219 total_loss: 5.51 loss_ce: 0.2781 loss_bbox: 0.1726 loss_giou: 0.3243 loss_ce_0: 0.4922 loss_bbox_0: 0.2981 loss_giou_0: 0.4955 loss_ce_1: 0.3856 loss_bbox_1: 0.2068 loss_giou_1: 0.3719 loss_ce_2: 0.3171 loss_bbox_2: 0.1944 loss_giou_2: 0.3515 loss_ce_3: 0.2925 loss_bbox_3: 0.1809 loss_giou_3: 0.3353 loss_ce_4: 0.2818 loss_bbox_4: 0.1756 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:49] d2.utils.events INFO: eta: 15:33:30 iter: 250239 total_loss: 5.643 loss_ce: 0.2845 loss_bbox: 0.1822 loss_giou: 0.3162 loss_ce_0: 0.4871 loss_bbox_0: 0.3179 loss_giou_0: 0.4855 loss_ce_1: 0.3879 loss_bbox_1: 0.2122 loss_giou_1: 0.3582 loss_ce_2: 0.3164 loss_bbox_2: 0.2018 loss_giou_2: 0.342 loss_ce_3: 0.2946 loss_bbox_3: 0.1922 loss_giou_3: 0.3289 loss_ce_4: 0.2883 loss_bbox_4: 0.1854 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 09:37:55] d2.utils.events INFO: eta: 15:33:25 iter: 250259 total_loss: 5.89 loss_ce: 0.2987 loss_bbox: 0.1768 loss_giou: 0.3528 loss_ce_0: 0.5114 loss_bbox_0: 0.2941 loss_giou_0: 0.5406 loss_ce_1: 0.4037 loss_bbox_1: 0.2085 loss_giou_1: 0.3977 loss_ce_2: 0.3404 loss_bbox_2: 0.1975 loss_giou_2: 0.379 loss_ce_3: 0.3062 loss_bbox_3: 0.1885 loss_giou_3: 0.3581 loss_ce_4: 0.3089 loss_bbox_4: 0.1782 loss_giou_4: 0.3477 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 09:38:01] d2.utils.events INFO: eta: 15:33:11 iter: 250279 total_loss: 5.375 loss_ce: 0.2696 loss_bbox: 0.1736 loss_giou: 0.325 loss_ce_0: 0.4764 loss_bbox_0: 0.297 loss_giou_0: 0.4854 loss_ce_1: 0.375 loss_bbox_1: 0.2113 loss_giou_1: 0.3673 loss_ce_2: 0.3212 loss_bbox_2: 0.1948 loss_giou_2: 0.3452 loss_ce_3: 0.2863 loss_bbox_3: 0.1812 loss_giou_3: 0.3305 loss_ce_4: 0.2768 loss_bbox_4: 0.1794 loss_giou_4: 0.3365 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:38:06] d2.utils.events INFO: eta: 15:33:04 iter: 250299 total_loss: 5.445 loss_ce: 0.2688 loss_bbox: 0.1908 loss_giou: 0.334 loss_ce_0: 0.4761 loss_bbox_0: 0.3032 loss_giou_0: 0.4976 loss_ce_1: 0.3675 loss_bbox_1: 0.2219 loss_giou_1: 0.3796 loss_ce_2: 0.319 loss_bbox_2: 0.2048 loss_giou_2: 0.3516 loss_ce_3: 0.2881 loss_bbox_3: 0.199 loss_giou_3: 0.3418 loss_ce_4: 0.2719 loss_bbox_4: 0.1935 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5427M [11/03 09:38:35] d2.utils.events INFO: eta: 15:31:47 iter: 250399 total_loss: 5.497 loss_ce: 0.2755 loss_bbox: 0.169 loss_giou: 0.3257 loss_ce_0: 0.4948 loss_bbox_0: 0.3003 loss_giou_0: 0.5114 loss_ce_1: 0.3674 loss_bbox_1: 0.2034 loss_giou_1: 0.3737 loss_ce_2: 0.3012 loss_bbox_2: 0.1823 loss_giou_2: 0.3521 loss_ce_3: 0.2807 loss_bbox_3: 0.1718 loss_giou_3: 0.3372 loss_ce_4: 0.2696 loss_bbox_4: 0.1689 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:38:40] d2.utils.events INFO: eta: 15:32:01 iter: 250419 total_loss: 5.398 loss_ce: 0.2839 loss_bbox: 0.1772 loss_giou: 0.3276 loss_ce_0: 0.4909 loss_bbox_0: 0.2975 loss_giou_0: 0.5039 loss_ce_1: 0.3874 loss_bbox_1: 0.2079 loss_giou_1: 0.3686 loss_ce_2: 0.3191 loss_bbox_2: 0.1854 loss_giou_2: 0.346 loss_ce_3: 0.2905 loss_bbox_3: 0.1835 loss_giou_3: 0.3341 loss_ce_4: 0.2777 loss_bbox_4: 0.1803 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 09:38:46] d2.utils.events INFO: eta: 15:31:51 iter: 250439 total_loss: 5.626 loss_ce: 0.2895 loss_bbox: 0.1851 loss_giou: 0.3351 loss_ce_0: 0.4984 loss_bbox_0: 0.3038 loss_giou_0: 0.507 loss_ce_1: 0.3932 loss_bbox_1: 0.2149 loss_giou_1: 0.3801 loss_ce_2: 0.3298 loss_bbox_2: 0.1987 loss_giou_2: 0.3481 loss_ce_3: 0.3035 loss_bbox_3: 0.1909 loss_giou_3: 0.3397 loss_ce_4: 0.2869 loss_bbox_4: 0.1863 loss_giou_4: 0.336 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 09:38:52] d2.utils.events INFO: eta: 15:32:15 iter: 250459 total_loss: 5.397 loss_ce: 0.2559 loss_bbox: 0.1684 loss_giou: 0.3286 loss_ce_0: 0.4877 loss_bbox_0: 0.3028 loss_giou_0: 0.5265 loss_ce_1: 0.3744 loss_bbox_1: 0.2023 loss_giou_1: 0.374 loss_ce_2: 0.3119 loss_bbox_2: 0.1788 loss_giou_2: 0.3469 loss_ce_3: 0.2691 loss_bbox_3: 0.1754 loss_giou_3: 0.3358 loss_ce_4: 0.2591 loss_bbox_4: 0.1661 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 09:38:57] d2.utils.events INFO: eta: 15:32:11 iter: 250479 total_loss: 5.426 loss_ce: 0.2654 loss_bbox: 0.1752 loss_giou: 0.3292 loss_ce_0: 0.4852 loss_bbox_0: 0.2966 loss_giou_0: 0.5177 loss_ce_1: 0.3638 loss_bbox_1: 0.204 loss_giou_1: 0.3668 loss_ce_2: 0.3059 loss_bbox_2: 0.1839 loss_giou_2: 0.3451 loss_ce_3: 0.27 loss_bbox_3: 0.1791 loss_giou_3: 0.3389 loss_ce_4: 0.2662 loss_bbox_4: 0.1753 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:03] d2.utils.events INFO: eta: 15:32:05 iter: 250499 total_loss: 5.322 loss_ce: 0.2634 loss_bbox: 0.1808 loss_giou: 0.3233 loss_ce_0: 0.4799 loss_bbox_0: 0.2954 loss_giou_0: 0.4968 loss_ce_1: 0.3727 loss_bbox_1: 0.2084 loss_giou_1: 0.3562 loss_ce_2: 0.3128 loss_bbox_2: 0.1971 loss_giou_2: 0.3358 loss_ce_3: 0.2766 loss_bbox_3: 0.1843 loss_giou_3: 0.3264 loss_ce_4: 0.2697 loss_bbox_4: 0.1803 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:09] d2.utils.events INFO: eta: 15:32:06 iter: 250519 total_loss: 5.529 loss_ce: 0.2791 loss_bbox: 0.1763 loss_giou: 0.3209 loss_ce_0: 0.467 loss_bbox_0: 0.2998 loss_giou_0: 0.4894 loss_ce_1: 0.3806 loss_bbox_1: 0.2147 loss_giou_1: 0.3592 loss_ce_2: 0.3176 loss_bbox_2: 0.1931 loss_giou_2: 0.3367 loss_ce_3: 0.2897 loss_bbox_3: 0.1819 loss_giou_3: 0.3261 loss_ce_4: 0.2792 loss_bbox_4: 0.1777 loss_giou_4: 0.3259 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:14] d2.utils.events INFO: eta: 15:31:55 iter: 250539 total_loss: 5.338 loss_ce: 0.2705 loss_bbox: 0.1826 loss_giou: 0.3032 loss_ce_0: 0.4765 loss_bbox_0: 0.3078 loss_giou_0: 0.4894 loss_ce_1: 0.3702 loss_bbox_1: 0.2158 loss_giou_1: 0.3599 loss_ce_2: 0.3115 loss_bbox_2: 0.1935 loss_giou_2: 0.3281 loss_ce_3: 0.2835 loss_bbox_3: 0.1904 loss_giou_3: 0.3153 loss_ce_4: 0.2842 loss_bbox_4: 0.1878 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:20] d2.utils.events INFO: eta: 15:31:48 iter: 250559 total_loss: 5.67 loss_ce: 0.2782 loss_bbox: 0.1847 loss_giou: 0.3351 loss_ce_0: 0.4801 loss_bbox_0: 0.3117 loss_giou_0: 0.5217 loss_ce_1: 0.3788 loss_bbox_1: 0.2228 loss_giou_1: 0.3911 loss_ce_2: 0.3301 loss_bbox_2: 0.2023 loss_giou_2: 0.3602 loss_ce_3: 0.2885 loss_bbox_3: 0.1907 loss_giou_3: 0.3468 loss_ce_4: 0.2769 loss_bbox_4: 0.1883 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:26] d2.utils.events INFO: eta: 15:31:35 iter: 250579 total_loss: 5.517 loss_ce: 0.2722 loss_bbox: 0.1914 loss_giou: 0.3222 loss_ce_0: 0.4963 loss_bbox_0: 0.3144 loss_giou_0: 0.5035 loss_ce_1: 0.3855 loss_bbox_1: 0.2294 loss_giou_1: 0.3673 loss_ce_2: 0.315 loss_bbox_2: 0.2088 loss_giou_2: 0.3403 loss_ce_3: 0.2853 loss_bbox_3: 0.2023 loss_giou_3: 0.3256 loss_ce_4: 0.2752 loss_bbox_4: 0.197 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:31] d2.utils.events INFO: eta: 15:31:37 iter: 250599 total_loss: 5.581 loss_ce: 0.2568 loss_bbox: 0.1768 loss_giou: 0.3473 loss_ce_0: 0.4746 loss_bbox_0: 0.3028 loss_giou_0: 0.5011 loss_ce_1: 0.3774 loss_bbox_1: 0.2086 loss_giou_1: 0.3856 loss_ce_2: 0.3144 loss_bbox_2: 0.1911 loss_giou_2: 0.3643 loss_ce_3: 0.2849 loss_bbox_3: 0.1826 loss_giou_3: 0.3547 loss_ce_4: 0.2676 loss_bbox_4: 0.1798 loss_giou_4: 0.3554 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:37] d2.utils.events INFO: eta: 15:31:35 iter: 250619 total_loss: 5.734 loss_ce: 0.3 loss_bbox: 0.1892 loss_giou: 0.3401 loss_ce_0: 0.4873 loss_bbox_0: 0.3198 loss_giou_0: 0.5055 loss_ce_1: 0.3977 loss_bbox_1: 0.2257 loss_giou_1: 0.3813 loss_ce_2: 0.3485 loss_bbox_2: 0.207 loss_giou_2: 0.3557 loss_ce_3: 0.3136 loss_bbox_3: 0.1987 loss_giou_3: 0.3481 loss_ce_4: 0.3013 loss_bbox_4: 0.1956 loss_giou_4: 0.3445 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:43] d2.utils.events INFO: eta: 15:31:30 iter: 250639 total_loss: 5.447 loss_ce: 0.2565 loss_bbox: 0.1805 loss_giou: 0.3368 loss_ce_0: 0.4544 loss_bbox_0: 0.3094 loss_giou_0: 0.5036 loss_ce_1: 0.3662 loss_bbox_1: 0.2094 loss_giou_1: 0.3741 loss_ce_2: 0.2989 loss_bbox_2: 0.1952 loss_giou_2: 0.3506 loss_ce_3: 0.2701 loss_bbox_3: 0.1834 loss_giou_3: 0.3434 loss_ce_4: 0.2613 loss_bbox_4: 0.1847 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:49] d2.utils.events INFO: eta: 15:31:23 iter: 250659 total_loss: 5.878 loss_ce: 0.3089 loss_bbox: 0.19 loss_giou: 0.3626 loss_ce_0: 0.4946 loss_bbox_0: 0.3155 loss_giou_0: 0.5434 loss_ce_1: 0.3928 loss_bbox_1: 0.2161 loss_giou_1: 0.3987 loss_ce_2: 0.3415 loss_bbox_2: 0.2019 loss_giou_2: 0.3776 loss_ce_3: 0.3144 loss_bbox_3: 0.1927 loss_giou_3: 0.3665 loss_ce_4: 0.3035 loss_bbox_4: 0.1868 loss_giou_4: 0.3652 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 09:39:54] d2.utils.events INFO: eta: 15:31:19 iter: 250679 total_loss: 5.355 loss_ce: 0.2736 loss_bbox: 0.1797 loss_giou: 0.322 loss_ce_0: 0.4848 loss_bbox_0: 0.3014 loss_giou_0: 0.4905 loss_ce_1: 0.3889 loss_bbox_1: 0.2078 loss_giou_1: 0.3704 loss_ce_2: 0.3296 loss_bbox_2: 0.1917 loss_giou_2: 0.3347 loss_ce_3: 0.2976 loss_bbox_3: 0.1826 loss_giou_3: 0.328 loss_ce_4: 0.2805 loss_bbox_4: 0.18 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:00] d2.utils.events INFO: eta: 15:31:10 iter: 250699 total_loss: 5.536 loss_ce: 0.2721 loss_bbox: 0.177 loss_giou: 0.3305 loss_ce_0: 0.4927 loss_bbox_0: 0.3067 loss_giou_0: 0.5161 loss_ce_1: 0.3856 loss_bbox_1: 0.2091 loss_giou_1: 0.3749 loss_ce_2: 0.3186 loss_bbox_2: 0.1882 loss_giou_2: 0.3509 loss_ce_3: 0.2873 loss_bbox_3: 0.1826 loss_giou_3: 0.3401 loss_ce_4: 0.2769 loss_bbox_4: 0.1771 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:05] d2.utils.events INFO: eta: 15:31:08 iter: 250719 total_loss: 5.372 loss_ce: 0.2524 loss_bbox: 0.1876 loss_giou: 0.3298 loss_ce_0: 0.4851 loss_bbox_0: 0.3073 loss_giou_0: 0.5003 loss_ce_1: 0.3731 loss_bbox_1: 0.2111 loss_giou_1: 0.3741 loss_ce_2: 0.3114 loss_bbox_2: 0.1938 loss_giou_2: 0.3477 loss_ce_3: 0.273 loss_bbox_3: 0.1852 loss_giou_3: 0.3403 loss_ce_4: 0.2707 loss_bbox_4: 0.1828 loss_giou_4: 0.3337 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:11] d2.utils.events INFO: eta: 15:31:09 iter: 250739 total_loss: 5.228 loss_ce: 0.2683 loss_bbox: 0.1694 loss_giou: 0.3245 loss_ce_0: 0.4719 loss_bbox_0: 0.2891 loss_giou_0: 0.4888 loss_ce_1: 0.3762 loss_bbox_1: 0.2038 loss_giou_1: 0.3604 loss_ce_2: 0.3097 loss_bbox_2: 0.1878 loss_giou_2: 0.3357 loss_ce_3: 0.2756 loss_bbox_3: 0.176 loss_giou_3: 0.3251 loss_ce_4: 0.2675 loss_bbox_4: 0.1719 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:17] d2.utils.events INFO: eta: 15:31:10 iter: 250759 total_loss: 5.654 loss_ce: 0.283 loss_bbox: 0.1885 loss_giou: 0.3182 loss_ce_0: 0.4956 loss_bbox_0: 0.2976 loss_giou_0: 0.5045 loss_ce_1: 0.392 loss_bbox_1: 0.2171 loss_giou_1: 0.3678 loss_ce_2: 0.3306 loss_bbox_2: 0.199 loss_giou_2: 0.3412 loss_ce_3: 0.3038 loss_bbox_3: 0.1945 loss_giou_3: 0.3321 loss_ce_4: 0.2951 loss_bbox_4: 0.1883 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:23] d2.utils.events INFO: eta: 15:31:02 iter: 250779 total_loss: 5.455 loss_ce: 0.2621 loss_bbox: 0.1697 loss_giou: 0.3332 loss_ce_0: 0.4818 loss_bbox_0: 0.2964 loss_giou_0: 0.5125 loss_ce_1: 0.3787 loss_bbox_1: 0.1981 loss_giou_1: 0.3845 loss_ce_2: 0.3001 loss_bbox_2: 0.1822 loss_giou_2: 0.351 loss_ce_3: 0.2686 loss_bbox_3: 0.177 loss_giou_3: 0.3382 loss_ce_4: 0.2617 loss_bbox_4: 0.1757 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:28] d2.utils.events INFO: eta: 15:31:19 iter: 250799 total_loss: 5.483 loss_ce: 0.2708 loss_bbox: 0.1721 loss_giou: 0.3449 loss_ce_0: 0.493 loss_bbox_0: 0.283 loss_giou_0: 0.5087 loss_ce_1: 0.3913 loss_bbox_1: 0.1978 loss_giou_1: 0.4042 loss_ce_2: 0.3293 loss_bbox_2: 0.1768 loss_giou_2: 0.3675 loss_ce_3: 0.2985 loss_bbox_3: 0.1736 loss_giou_3: 0.3576 loss_ce_4: 0.2731 loss_bbox_4: 0.1725 loss_giou_4: 0.3483 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:34] d2.utils.events INFO: eta: 15:31:24 iter: 250819 total_loss: 5.52 loss_ce: 0.2786 loss_bbox: 0.1793 loss_giou: 0.3242 loss_ce_0: 0.496 loss_bbox_0: 0.2914 loss_giou_0: 0.488 loss_ce_1: 0.3928 loss_bbox_1: 0.2155 loss_giou_1: 0.3729 loss_ce_2: 0.3232 loss_bbox_2: 0.1921 loss_giou_2: 0.347 loss_ce_3: 0.2924 loss_bbox_3: 0.1818 loss_giou_3: 0.3415 loss_ce_4: 0.2776 loss_bbox_4: 0.1817 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:40] d2.utils.events INFO: eta: 15:30:45 iter: 250839 total_loss: 5.367 loss_ce: 0.262 loss_bbox: 0.1792 loss_giou: 0.315 loss_ce_0: 0.4967 loss_bbox_0: 0.3063 loss_giou_0: 0.4858 loss_ce_1: 0.3899 loss_bbox_1: 0.2125 loss_giou_1: 0.3607 loss_ce_2: 0.3306 loss_bbox_2: 0.1887 loss_giou_2: 0.3422 loss_ce_3: 0.2931 loss_bbox_3: 0.1812 loss_giou_3: 0.3316 loss_ce_4: 0.2773 loss_bbox_4: 0.1788 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:45] d2.utils.events INFO: eta: 15:30:50 iter: 250859 total_loss: 5.417 loss_ce: 0.269 loss_bbox: 0.1771 loss_giou: 0.3384 loss_ce_0: 0.5103 loss_bbox_0: 0.2873 loss_giou_0: 0.5159 loss_ce_1: 0.3838 loss_bbox_1: 0.2052 loss_giou_1: 0.3898 loss_ce_2: 0.3226 loss_bbox_2: 0.1922 loss_giou_2: 0.3554 loss_ce_3: 0.282 loss_bbox_3: 0.1864 loss_giou_3: 0.3488 loss_ce_4: 0.2713 loss_bbox_4: 0.1792 loss_giou_4: 0.3442 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:51] d2.utils.events INFO: eta: 15:30:44 iter: 250879 total_loss: 5.798 loss_ce: 0.2983 loss_bbox: 0.1932 loss_giou: 0.3322 loss_ce_0: 0.511 loss_bbox_0: 0.3223 loss_giou_0: 0.5293 loss_ce_1: 0.4017 loss_bbox_1: 0.2266 loss_giou_1: 0.3866 loss_ce_2: 0.3417 loss_bbox_2: 0.2059 loss_giou_2: 0.3503 loss_ce_3: 0.3086 loss_bbox_3: 0.2012 loss_giou_3: 0.3393 loss_ce_4: 0.2997 loss_bbox_4: 0.1957 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 09:40:57] d2.utils.events INFO: eta: 15:30:57 iter: 250899 total_loss: 5.332 loss_ce: 0.2624 loss_bbox: 0.1719 loss_giou: 0.3194 loss_ce_0: 0.4813 loss_bbox_0: 0.3083 loss_giou_0: 0.4982 loss_ce_1: 0.3794 loss_bbox_1: 0.2028 loss_giou_1: 0.3635 loss_ce_2: 0.313 loss_bbox_2: 0.1808 loss_giou_2: 0.3346 loss_ce_3: 0.282 loss_bbox_3: 0.1788 loss_giou_3: 0.3244 loss_ce_4: 0.2672 loss_bbox_4: 0.1716 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:02] d2.utils.events INFO: eta: 15:30:33 iter: 250919 total_loss: 5.598 loss_ce: 0.2882 loss_bbox: 0.1734 loss_giou: 0.3127 loss_ce_0: 0.4989 loss_bbox_0: 0.3016 loss_giou_0: 0.484 loss_ce_1: 0.3983 loss_bbox_1: 0.2064 loss_giou_1: 0.3703 loss_ce_2: 0.3406 loss_bbox_2: 0.1856 loss_giou_2: 0.338 loss_ce_3: 0.3118 loss_bbox_3: 0.1785 loss_giou_3: 0.3235 loss_ce_4: 0.295 loss_bbox_4: 0.1761 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:08] d2.utils.events INFO: eta: 15:30:23 iter: 250939 total_loss: 5.312 loss_ce: 0.2557 loss_bbox: 0.1605 loss_giou: 0.3091 loss_ce_0: 0.4779 loss_bbox_0: 0.2924 loss_giou_0: 0.48 loss_ce_1: 0.3685 loss_bbox_1: 0.2016 loss_giou_1: 0.3568 loss_ce_2: 0.3012 loss_bbox_2: 0.1766 loss_giou_2: 0.331 loss_ce_3: 0.2717 loss_bbox_3: 0.1666 loss_giou_3: 0.3173 loss_ce_4: 0.2578 loss_bbox_4: 0.1644 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:14] d2.utils.events INFO: eta: 15:30:31 iter: 250959 total_loss: 5.518 loss_ce: 0.2661 loss_bbox: 0.1851 loss_giou: 0.3238 loss_ce_0: 0.4792 loss_bbox_0: 0.3025 loss_giou_0: 0.4964 loss_ce_1: 0.3657 loss_bbox_1: 0.2159 loss_giou_1: 0.3603 loss_ce_2: 0.301 loss_bbox_2: 0.1983 loss_giou_2: 0.335 loss_ce_3: 0.2727 loss_bbox_3: 0.1877 loss_giou_3: 0.3307 loss_ce_4: 0.2647 loss_bbox_4: 0.1857 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:19] d2.utils.events INFO: eta: 15:30:43 iter: 250979 total_loss: 5.669 loss_ce: 0.2623 loss_bbox: 0.1796 loss_giou: 0.3312 loss_ce_0: 0.4893 loss_bbox_0: 0.3158 loss_giou_0: 0.5151 loss_ce_1: 0.3729 loss_bbox_1: 0.214 loss_giou_1: 0.3917 loss_ce_2: 0.3069 loss_bbox_2: 0.1921 loss_giou_2: 0.3587 loss_ce_3: 0.2778 loss_bbox_3: 0.1841 loss_giou_3: 0.341 loss_ce_4: 0.2631 loss_bbox_4: 0.1797 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:25] d2.utils.events INFO: eta: 15:30:50 iter: 250999 total_loss: 5.858 loss_ce: 0.2889 loss_bbox: 0.1862 loss_giou: 0.3421 loss_ce_0: 0.5085 loss_bbox_0: 0.3276 loss_giou_0: 0.5429 loss_ce_1: 0.4077 loss_bbox_1: 0.2138 loss_giou_1: 0.3894 loss_ce_2: 0.3393 loss_bbox_2: 0.196 loss_giou_2: 0.3643 loss_ce_3: 0.3061 loss_bbox_3: 0.1896 loss_giou_3: 0.3466 loss_ce_4: 0.2798 loss_bbox_4: 0.1885 loss_giou_4: 0.3416 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:31] d2.utils.events INFO: eta: 15:30:34 iter: 251019 total_loss: 5.521 loss_ce: 0.2656 loss_bbox: 0.1934 loss_giou: 0.337 loss_ce_0: 0.4844 loss_bbox_0: 0.3183 loss_giou_0: 0.5067 loss_ce_1: 0.3651 loss_bbox_1: 0.2305 loss_giou_1: 0.3808 loss_ce_2: 0.3093 loss_bbox_2: 0.2154 loss_giou_2: 0.3582 loss_ce_3: 0.2737 loss_bbox_3: 0.2012 loss_giou_3: 0.3465 loss_ce_4: 0.2614 loss_bbox_4: 0.197 loss_giou_4: 0.3426 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:37] d2.utils.events INFO: eta: 15:30:26 iter: 251039 total_loss: 5.118 loss_ce: 0.2488 loss_bbox: 0.1649 loss_giou: 0.2954 loss_ce_0: 0.4803 loss_bbox_0: 0.2883 loss_giou_0: 0.4861 loss_ce_1: 0.3669 loss_bbox_1: 0.1938 loss_giou_1: 0.3365 loss_ce_2: 0.3006 loss_bbox_2: 0.174 loss_giou_2: 0.3097 loss_ce_3: 0.2705 loss_bbox_3: 0.1709 loss_giou_3: 0.301 loss_ce_4: 0.2511 loss_bbox_4: 0.1634 loss_giou_4: 0.2949 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:42] d2.utils.events INFO: eta: 15:30:23 iter: 251059 total_loss: 5.689 loss_ce: 0.2871 loss_bbox: 0.2002 loss_giou: 0.3356 loss_ce_0: 0.505 loss_bbox_0: 0.3278 loss_giou_0: 0.5 loss_ce_1: 0.3861 loss_bbox_1: 0.2337 loss_giou_1: 0.3863 loss_ce_2: 0.3242 loss_bbox_2: 0.2173 loss_giou_2: 0.3572 loss_ce_3: 0.2913 loss_bbox_3: 0.2061 loss_giou_3: 0.3435 loss_ce_4: 0.2928 loss_bbox_4: 0.1981 loss_giou_4: 0.3356 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:48] d2.utils.events INFO: eta: 15:30:29 iter: 251079 total_loss: 5.328 loss_ce: 0.251 loss_bbox: 0.1958 loss_giou: 0.3141 loss_ce_0: 0.4956 loss_bbox_0: 0.3112 loss_giou_0: 0.4865 loss_ce_1: 0.3778 loss_bbox_1: 0.2321 loss_giou_1: 0.3563 loss_ce_2: 0.3023 loss_bbox_2: 0.2089 loss_giou_2: 0.3282 loss_ce_3: 0.2613 loss_bbox_3: 0.1998 loss_giou_3: 0.3193 loss_ce_4: 0.2471 loss_bbox_4: 0.2001 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:54] d2.utils.events INFO: eta: 15:30:28 iter: 251099 total_loss: 5.473 loss_ce: 0.2637 loss_bbox: 0.1828 loss_giou: 0.3263 loss_ce_0: 0.4851 loss_bbox_0: 0.3065 loss_giou_0: 0.5204 loss_ce_1: 0.3667 loss_bbox_1: 0.206 loss_giou_1: 0.3754 loss_ce_2: 0.2949 loss_bbox_2: 0.1926 loss_giou_2: 0.3372 loss_ce_3: 0.2647 loss_bbox_3: 0.1904 loss_giou_3: 0.3308 loss_ce_4: 0.2661 loss_bbox_4: 0.1829 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 09:41:59] d2.utils.events INFO: eta: 15:30:18 iter: 251119 total_loss: 5.76 loss_ce: 0.2962 loss_bbox: 0.1958 loss_giou: 0.3386 loss_ce_0: 0.5056 loss_bbox_0: 0.3202 loss_giou_0: 0.5073 loss_ce_1: 0.388 loss_bbox_1: 0.2337 loss_giou_1: 0.389 loss_ce_2: 0.3463 loss_bbox_2: 0.2129 loss_giou_2: 0.3554 loss_ce_3: 0.3103 loss_bbox_3: 0.2053 loss_giou_3: 0.3494 loss_ce_4: 0.2949 loss_bbox_4: 0.2011 loss_giou_4: 0.348 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:05] d2.utils.events INFO: eta: 15:30:13 iter: 251139 total_loss: 5.345 loss_ce: 0.2701 loss_bbox: 0.1836 loss_giou: 0.3104 loss_ce_0: 0.4767 loss_bbox_0: 0.3046 loss_giou_0: 0.4964 loss_ce_1: 0.3583 loss_bbox_1: 0.2201 loss_giou_1: 0.3742 loss_ce_2: 0.3006 loss_bbox_2: 0.1944 loss_giou_2: 0.3325 loss_ce_3: 0.2659 loss_bbox_3: 0.1887 loss_giou_3: 0.3261 loss_ce_4: 0.2642 loss_bbox_4: 0.1868 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:11] d2.utils.events INFO: eta: 15:30:21 iter: 251159 total_loss: 5.629 loss_ce: 0.2854 loss_bbox: 0.1757 loss_giou: 0.3469 loss_ce_0: 0.4884 loss_bbox_0: 0.3091 loss_giou_0: 0.5264 loss_ce_1: 0.3829 loss_bbox_1: 0.2078 loss_giou_1: 0.3904 loss_ce_2: 0.3347 loss_bbox_2: 0.1892 loss_giou_2: 0.3588 loss_ce_3: 0.2941 loss_bbox_3: 0.1819 loss_giou_3: 0.3588 loss_ce_4: 0.2878 loss_bbox_4: 0.1793 loss_giou_4: 0.3455 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:16] d2.utils.events INFO: eta: 15:30:20 iter: 251179 total_loss: 5.719 loss_ce: 0.2935 loss_bbox: 0.1848 loss_giou: 0.3179 loss_ce_0: 0.5044 loss_bbox_0: 0.3129 loss_giou_0: 0.5053 loss_ce_1: 0.3918 loss_bbox_1: 0.2295 loss_giou_1: 0.3702 loss_ce_2: 0.3445 loss_bbox_2: 0.204 loss_giou_2: 0.3375 loss_ce_3: 0.3105 loss_bbox_3: 0.1972 loss_giou_3: 0.3262 loss_ce_4: 0.2927 loss_bbox_4: 0.1899 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:22] d2.utils.events INFO: eta: 15:30:34 iter: 251199 total_loss: 5.541 loss_ce: 0.2752 loss_bbox: 0.1736 loss_giou: 0.3295 loss_ce_0: 0.4923 loss_bbox_0: 0.3003 loss_giou_0: 0.5065 loss_ce_1: 0.3742 loss_bbox_1: 0.2108 loss_giou_1: 0.3738 loss_ce_2: 0.3195 loss_bbox_2: 0.1866 loss_giou_2: 0.333 loss_ce_3: 0.2814 loss_bbox_3: 0.1797 loss_giou_3: 0.3287 loss_ce_4: 0.2766 loss_bbox_4: 0.1753 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:28] d2.utils.events INFO: eta: 15:30:31 iter: 251219 total_loss: 5.413 loss_ce: 0.2708 loss_bbox: 0.168 loss_giou: 0.3307 loss_ce_0: 0.4742 loss_bbox_0: 0.2912 loss_giou_0: 0.5029 loss_ce_1: 0.3601 loss_bbox_1: 0.2013 loss_giou_1: 0.3769 loss_ce_2: 0.3036 loss_bbox_2: 0.1824 loss_giou_2: 0.3497 loss_ce_3: 0.2871 loss_bbox_3: 0.172 loss_giou_3: 0.3455 loss_ce_4: 0.2773 loss_bbox_4: 0.1706 loss_giou_4: 0.335 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:33] d2.utils.events INFO: eta: 15:30:25 iter: 251239 total_loss: 5.787 loss_ce: 0.2806 loss_bbox: 0.1923 loss_giou: 0.3468 loss_ce_0: 0.4932 loss_bbox_0: 0.3169 loss_giou_0: 0.5175 loss_ce_1: 0.386 loss_bbox_1: 0.2212 loss_giou_1: 0.3914 loss_ce_2: 0.3182 loss_bbox_2: 0.2041 loss_giou_2: 0.3657 loss_ce_3: 0.2907 loss_bbox_3: 0.198 loss_giou_3: 0.3553 loss_ce_4: 0.2801 loss_bbox_4: 0.1962 loss_giou_4: 0.3523 time: 0.2800 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:39] d2.utils.events INFO: eta: 15:30:17 iter: 251259 total_loss: 5.86 loss_ce: 0.299 loss_bbox: 0.1821 loss_giou: 0.3429 loss_ce_0: 0.4981 loss_bbox_0: 0.3135 loss_giou_0: 0.5222 loss_ce_1: 0.4001 loss_bbox_1: 0.2239 loss_giou_1: 0.3978 loss_ce_2: 0.3459 loss_bbox_2: 0.2029 loss_giou_2: 0.3594 loss_ce_3: 0.3029 loss_bbox_3: 0.1943 loss_giou_3: 0.3477 loss_ce_4: 0.3043 loss_bbox_4: 0.1891 loss_giou_4: 0.3427 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:45] d2.utils.events INFO: eta: 15:30:31 iter: 251279 total_loss: 5.836 loss_ce: 0.2766 loss_bbox: 0.1896 loss_giou: 0.3573 loss_ce_0: 0.4927 loss_bbox_0: 0.3168 loss_giou_0: 0.5647 loss_ce_1: 0.3845 loss_bbox_1: 0.2236 loss_giou_1: 0.4165 loss_ce_2: 0.3224 loss_bbox_2: 0.1991 loss_giou_2: 0.3821 loss_ce_3: 0.2894 loss_bbox_3: 0.1936 loss_giou_3: 0.3725 loss_ce_4: 0.2817 loss_bbox_4: 0.1914 loss_giou_4: 0.3606 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:50] d2.utils.events INFO: eta: 15:30:31 iter: 251299 total_loss: 5.852 loss_ce: 0.2988 loss_bbox: 0.1812 loss_giou: 0.3356 loss_ce_0: 0.4963 loss_bbox_0: 0.2998 loss_giou_0: 0.518 loss_ce_1: 0.3891 loss_bbox_1: 0.21 loss_giou_1: 0.3872 loss_ce_2: 0.3337 loss_bbox_2: 0.196 loss_giou_2: 0.356 loss_ce_3: 0.3128 loss_bbox_3: 0.1903 loss_giou_3: 0.3458 loss_ce_4: 0.3029 loss_bbox_4: 0.1858 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:42:56] d2.utils.events INFO: eta: 15:30:41 iter: 251319 total_loss: 5.959 loss_ce: 0.2976 loss_bbox: 0.1884 loss_giou: 0.3702 loss_ce_0: 0.5233 loss_bbox_0: 0.3249 loss_giou_0: 0.548 loss_ce_1: 0.4064 loss_bbox_1: 0.222 loss_giou_1: 0.408 loss_ce_2: 0.3514 loss_bbox_2: 0.2035 loss_giou_2: 0.3878 loss_ce_3: 0.3146 loss_bbox_3: 0.2017 loss_giou_3: 0.3808 loss_ce_4: 0.2979 loss_bbox_4: 0.1897 loss_giou_4: 0.3761 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:02] d2.utils.events INFO: eta: 15:30:45 iter: 251339 total_loss: 5.273 loss_ce: 0.2755 loss_bbox: 0.1692 loss_giou: 0.3102 loss_ce_0: 0.48 loss_bbox_0: 0.2977 loss_giou_0: 0.4749 loss_ce_1: 0.3605 loss_bbox_1: 0.2101 loss_giou_1: 0.3641 loss_ce_2: 0.3109 loss_bbox_2: 0.1837 loss_giou_2: 0.3317 loss_ce_3: 0.2802 loss_bbox_3: 0.1795 loss_giou_3: 0.3235 loss_ce_4: 0.2805 loss_bbox_4: 0.1698 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:07] d2.utils.events INFO: eta: 15:30:52 iter: 251359 total_loss: 5.288 loss_ce: 0.2584 loss_bbox: 0.1741 loss_giou: 0.3253 loss_ce_0: 0.4799 loss_bbox_0: 0.2986 loss_giou_0: 0.4854 loss_ce_1: 0.3856 loss_bbox_1: 0.2011 loss_giou_1: 0.3691 loss_ce_2: 0.3174 loss_bbox_2: 0.1877 loss_giou_2: 0.343 loss_ce_3: 0.2876 loss_bbox_3: 0.1821 loss_giou_3: 0.3295 loss_ce_4: 0.2665 loss_bbox_4: 0.1714 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:13] d2.utils.events INFO: eta: 15:31:27 iter: 251379 total_loss: 5.629 loss_ce: 0.2669 loss_bbox: 0.1748 loss_giou: 0.3351 loss_ce_0: 0.4743 loss_bbox_0: 0.3043 loss_giou_0: 0.5302 loss_ce_1: 0.3762 loss_bbox_1: 0.2048 loss_giou_1: 0.3851 loss_ce_2: 0.316 loss_bbox_2: 0.1862 loss_giou_2: 0.3574 loss_ce_3: 0.2847 loss_bbox_3: 0.1761 loss_giou_3: 0.3472 loss_ce_4: 0.2731 loss_bbox_4: 0.173 loss_giou_4: 0.3403 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:19] d2.utils.events INFO: eta: 15:30:41 iter: 251399 total_loss: 5.295 loss_ce: 0.255 loss_bbox: 0.1799 loss_giou: 0.3218 loss_ce_0: 0.4724 loss_bbox_0: 0.3039 loss_giou_0: 0.4951 loss_ce_1: 0.3543 loss_bbox_1: 0.212 loss_giou_1: 0.3702 loss_ce_2: 0.2975 loss_bbox_2: 0.1942 loss_giou_2: 0.3409 loss_ce_3: 0.2698 loss_bbox_3: 0.1821 loss_giou_3: 0.3294 loss_ce_4: 0.2525 loss_bbox_4: 0.186 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:24] d2.utils.events INFO: eta: 15:30:31 iter: 251419 total_loss: 5.46 loss_ce: 0.2565 loss_bbox: 0.1847 loss_giou: 0.3396 loss_ce_0: 0.4932 loss_bbox_0: 0.3179 loss_giou_0: 0.5433 loss_ce_1: 0.3741 loss_bbox_1: 0.2169 loss_giou_1: 0.395 loss_ce_2: 0.3128 loss_bbox_2: 0.1965 loss_giou_2: 0.3552 loss_ce_3: 0.2775 loss_bbox_3: 0.1922 loss_giou_3: 0.3452 loss_ce_4: 0.275 loss_bbox_4: 0.1864 loss_giou_4: 0.341 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:30] d2.utils.events INFO: eta: 15:30:37 iter: 251439 total_loss: 5.582 loss_ce: 0.2815 loss_bbox: 0.1739 loss_giou: 0.3408 loss_ce_0: 0.4742 loss_bbox_0: 0.3045 loss_giou_0: 0.5129 loss_ce_1: 0.368 loss_bbox_1: 0.2041 loss_giou_1: 0.3884 loss_ce_2: 0.3134 loss_bbox_2: 0.1852 loss_giou_2: 0.3522 loss_ce_3: 0.2963 loss_bbox_3: 0.1785 loss_giou_3: 0.3445 loss_ce_4: 0.2763 loss_bbox_4: 0.1768 loss_giou_4: 0.3451 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:36] d2.utils.events INFO: eta: 15:30:12 iter: 251459 total_loss: 5.472 loss_ce: 0.258 loss_bbox: 0.1865 loss_giou: 0.3248 loss_ce_0: 0.4763 loss_bbox_0: 0.2992 loss_giou_0: 0.5012 loss_ce_1: 0.3719 loss_bbox_1: 0.2122 loss_giou_1: 0.3759 loss_ce_2: 0.3088 loss_bbox_2: 0.199 loss_giou_2: 0.3449 loss_ce_3: 0.2805 loss_bbox_3: 0.1911 loss_giou_3: 0.3356 loss_ce_4: 0.2584 loss_bbox_4: 0.1889 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:41] d2.utils.events INFO: eta: 15:30:01 iter: 251479 total_loss: 5.382 loss_ce: 0.2821 loss_bbox: 0.1744 loss_giou: 0.3221 loss_ce_0: 0.4766 loss_bbox_0: 0.2996 loss_giou_0: 0.5046 loss_ce_1: 0.3706 loss_bbox_1: 0.2066 loss_giou_1: 0.377 loss_ce_2: 0.3135 loss_bbox_2: 0.1803 loss_giou_2: 0.3411 loss_ce_3: 0.2882 loss_bbox_3: 0.1771 loss_giou_3: 0.3317 loss_ce_4: 0.2787 loss_bbox_4: 0.1755 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:47] d2.utils.events INFO: eta: 15:29:29 iter: 251499 total_loss: 5.352 loss_ce: 0.2559 loss_bbox: 0.1849 loss_giou: 0.325 loss_ce_0: 0.4784 loss_bbox_0: 0.3013 loss_giou_0: 0.4861 loss_ce_1: 0.3793 loss_bbox_1: 0.2167 loss_giou_1: 0.3683 loss_ce_2: 0.3049 loss_bbox_2: 0.2008 loss_giou_2: 0.3455 loss_ce_3: 0.2674 loss_bbox_3: 0.1947 loss_giou_3: 0.3366 loss_ce_4: 0.261 loss_bbox_4: 0.1878 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:53] d2.utils.events INFO: eta: 15:29:11 iter: 251519 total_loss: 5.54 loss_ce: 0.269 loss_bbox: 0.1835 loss_giou: 0.3205 loss_ce_0: 0.4994 loss_bbox_0: 0.3135 loss_giou_0: 0.5045 loss_ce_1: 0.39 loss_bbox_1: 0.2144 loss_giou_1: 0.374 loss_ce_2: 0.3076 loss_bbox_2: 0.1986 loss_giou_2: 0.3324 loss_ce_3: 0.272 loss_bbox_3: 0.1904 loss_giou_3: 0.3274 loss_ce_4: 0.2738 loss_bbox_4: 0.1888 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 09:43:58] d2.utils.events INFO: eta: 15:29:28 iter: 251539 total_loss: 5.784 loss_ce: 0.2953 loss_bbox: 0.1774 loss_giou: 0.3374 loss_ce_0: 0.5145 loss_bbox_0: 0.3165 loss_giou_0: 0.53 loss_ce_1: 0.404 loss_bbox_1: 0.216 loss_giou_1: 0.3988 loss_ce_2: 0.3405 loss_bbox_2: 0.1899 loss_giou_2: 0.3598 loss_ce_3: 0.3092 loss_bbox_3: 0.1872 loss_giou_3: 0.3491 loss_ce_4: 0.2966 loss_bbox_4: 0.1775 loss_giou_4: 0.344 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:04] d2.utils.events INFO: eta: 15:29:44 iter: 251559 total_loss: 5.58 loss_ce: 0.2626 loss_bbox: 0.1782 loss_giou: 0.3358 loss_ce_0: 0.4732 loss_bbox_0: 0.307 loss_giou_0: 0.5292 loss_ce_1: 0.3682 loss_bbox_1: 0.2147 loss_giou_1: 0.3891 loss_ce_2: 0.3118 loss_bbox_2: 0.1908 loss_giou_2: 0.3507 loss_ce_3: 0.2754 loss_bbox_3: 0.1892 loss_giou_3: 0.34 loss_ce_4: 0.2632 loss_bbox_4: 0.1855 loss_giou_4: 0.3408 time: 0.2800 data_time: 0.0159 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:10] d2.utils.events INFO: eta: 15:29:53 iter: 251579 total_loss: 5.218 loss_ce: 0.2597 loss_bbox: 0.1617 loss_giou: 0.3256 loss_ce_0: 0.4781 loss_bbox_0: 0.2803 loss_giou_0: 0.4898 loss_ce_1: 0.3709 loss_bbox_1: 0.1965 loss_giou_1: 0.3634 loss_ce_2: 0.2986 loss_bbox_2: 0.174 loss_giou_2: 0.3388 loss_ce_3: 0.2746 loss_bbox_3: 0.1653 loss_giou_3: 0.3323 loss_ce_4: 0.2599 loss_bbox_4: 0.1617 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:16] d2.utils.events INFO: eta: 15:29:52 iter: 251599 total_loss: 5.423 loss_ce: 0.2516 loss_bbox: 0.184 loss_giou: 0.3236 loss_ce_0: 0.4881 loss_bbox_0: 0.3121 loss_giou_0: 0.4896 loss_ce_1: 0.376 loss_bbox_1: 0.2252 loss_giou_1: 0.3707 loss_ce_2: 0.3078 loss_bbox_2: 0.2027 loss_giou_2: 0.3495 loss_ce_3: 0.2626 loss_bbox_3: 0.1934 loss_giou_3: 0.3331 loss_ce_4: 0.2527 loss_bbox_4: 0.1848 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:21] d2.utils.events INFO: eta: 15:29:35 iter: 251619 total_loss: 5.399 loss_ce: 0.2719 loss_bbox: 0.1726 loss_giou: 0.326 loss_ce_0: 0.4925 loss_bbox_0: 0.3022 loss_giou_0: 0.5074 loss_ce_1: 0.3873 loss_bbox_1: 0.1955 loss_giou_1: 0.3637 loss_ce_2: 0.3191 loss_bbox_2: 0.1798 loss_giou_2: 0.34 loss_ce_3: 0.283 loss_bbox_3: 0.1766 loss_giou_3: 0.3313 loss_ce_4: 0.2692 loss_bbox_4: 0.174 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:27] d2.utils.events INFO: eta: 15:29:29 iter: 251639 total_loss: 5.284 loss_ce: 0.2462 loss_bbox: 0.1662 loss_giou: 0.3214 loss_ce_0: 0.4563 loss_bbox_0: 0.2935 loss_giou_0: 0.4953 loss_ce_1: 0.3603 loss_bbox_1: 0.2069 loss_giou_1: 0.3555 loss_ce_2: 0.2925 loss_bbox_2: 0.1906 loss_giou_2: 0.3409 loss_ce_3: 0.2592 loss_bbox_3: 0.1846 loss_giou_3: 0.3246 loss_ce_4: 0.2521 loss_bbox_4: 0.1725 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:33] d2.utils.events INFO: eta: 15:29:24 iter: 251659 total_loss: 5.33 loss_ce: 0.2536 loss_bbox: 0.1811 loss_giou: 0.3036 loss_ce_0: 0.4787 loss_bbox_0: 0.3011 loss_giou_0: 0.5022 loss_ce_1: 0.3644 loss_bbox_1: 0.2051 loss_giou_1: 0.3475 loss_ce_2: 0.3048 loss_bbox_2: 0.1935 loss_giou_2: 0.3185 loss_ce_3: 0.2667 loss_bbox_3: 0.1795 loss_giou_3: 0.3049 loss_ce_4: 0.2561 loss_bbox_4: 0.1813 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:39] d2.utils.events INFO: eta: 15:29:35 iter: 251679 total_loss: 5.649 loss_ce: 0.2861 loss_bbox: 0.1809 loss_giou: 0.3367 loss_ce_0: 0.4956 loss_bbox_0: 0.3142 loss_giou_0: 0.5156 loss_ce_1: 0.3903 loss_bbox_1: 0.215 loss_giou_1: 0.3663 loss_ce_2: 0.3335 loss_bbox_2: 0.1903 loss_giou_2: 0.3494 loss_ce_3: 0.3009 loss_bbox_3: 0.1874 loss_giou_3: 0.3489 loss_ce_4: 0.2896 loss_bbox_4: 0.1849 loss_giou_4: 0.3438 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:44] d2.utils.events INFO: eta: 15:29:51 iter: 251699 total_loss: 5.653 loss_ce: 0.2935 loss_bbox: 0.1819 loss_giou: 0.3324 loss_ce_0: 0.4863 loss_bbox_0: 0.307 loss_giou_0: 0.5027 loss_ce_1: 0.3943 loss_bbox_1: 0.2135 loss_giou_1: 0.3653 loss_ce_2: 0.3412 loss_bbox_2: 0.1927 loss_giou_2: 0.3356 loss_ce_3: 0.3115 loss_bbox_3: 0.1874 loss_giou_3: 0.3361 loss_ce_4: 0.2994 loss_bbox_4: 0.183 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:50] d2.utils.events INFO: eta: 15:29:19 iter: 251719 total_loss: 5.54 loss_ce: 0.2833 loss_bbox: 0.1801 loss_giou: 0.3234 loss_ce_0: 0.4864 loss_bbox_0: 0.2987 loss_giou_0: 0.4922 loss_ce_1: 0.3784 loss_bbox_1: 0.21 loss_giou_1: 0.3669 loss_ce_2: 0.321 loss_bbox_2: 0.1939 loss_giou_2: 0.3392 loss_ce_3: 0.2886 loss_bbox_3: 0.1888 loss_giou_3: 0.3309 loss_ce_4: 0.2905 loss_bbox_4: 0.1842 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 09:44:56] d2.utils.events INFO: eta: 15:28:56 iter: 251739 total_loss: 5.346 loss_ce: 0.2651 loss_bbox: 0.165 loss_giou: 0.3175 loss_ce_0: 0.4753 loss_bbox_0: 0.2951 loss_giou_0: 0.5237 loss_ce_1: 0.3695 loss_bbox_1: 0.2015 loss_giou_1: 0.3813 loss_ce_2: 0.3083 loss_bbox_2: 0.1804 loss_giou_2: 0.338 loss_ce_3: 0.2791 loss_bbox_3: 0.1707 loss_giou_3: 0.3255 loss_ce_4: 0.2673 loss_bbox_4: 0.1675 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:01] d2.utils.events INFO: eta: 15:28:47 iter: 251759 total_loss: 5.669 loss_ce: 0.2677 loss_bbox: 0.1828 loss_giou: 0.3407 loss_ce_0: 0.4848 loss_bbox_0: 0.3133 loss_giou_0: 0.519 loss_ce_1: 0.3867 loss_bbox_1: 0.2205 loss_giou_1: 0.3854 loss_ce_2: 0.3358 loss_bbox_2: 0.2021 loss_giou_2: 0.3593 loss_ce_3: 0.286 loss_bbox_3: 0.1895 loss_giou_3: 0.348 loss_ce_4: 0.2723 loss_bbox_4: 0.1883 loss_giou_4: 0.3438 time: 0.2800 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:07] d2.utils.events INFO: eta: 15:28:20 iter: 251779 total_loss: 5.269 loss_ce: 0.2498 loss_bbox: 0.1815 loss_giou: 0.3107 loss_ce_0: 0.4715 loss_bbox_0: 0.2887 loss_giou_0: 0.4801 loss_ce_1: 0.3668 loss_bbox_1: 0.2033 loss_giou_1: 0.3619 loss_ce_2: 0.3002 loss_bbox_2: 0.1849 loss_giou_2: 0.3295 loss_ce_3: 0.2707 loss_bbox_3: 0.1867 loss_giou_3: 0.3268 loss_ce_4: 0.2559 loss_bbox_4: 0.1817 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:13] d2.utils.events INFO: eta: 15:28:05 iter: 251799 total_loss: 5.313 loss_ce: 0.2416 loss_bbox: 0.1839 loss_giou: 0.3241 loss_ce_0: 0.4742 loss_bbox_0: 0.3255 loss_giou_0: 0.4862 loss_ce_1: 0.3582 loss_bbox_1: 0.2155 loss_giou_1: 0.3649 loss_ce_2: 0.3017 loss_bbox_2: 0.2007 loss_giou_2: 0.3395 loss_ce_3: 0.2545 loss_bbox_3: 0.1903 loss_giou_3: 0.3329 loss_ce_4: 0.2425 loss_bbox_4: 0.1872 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:18] d2.utils.events INFO: eta: 15:27:59 iter: 251819 total_loss: 5.632 loss_ce: 0.2762 loss_bbox: 0.1638 loss_giou: 0.3281 loss_ce_0: 0.4853 loss_bbox_0: 0.3045 loss_giou_0: 0.5062 loss_ce_1: 0.3686 loss_bbox_1: 0.1984 loss_giou_1: 0.3839 loss_ce_2: 0.3145 loss_bbox_2: 0.1768 loss_giou_2: 0.3494 loss_ce_3: 0.296 loss_bbox_3: 0.1694 loss_giou_3: 0.337 loss_ce_4: 0.2806 loss_bbox_4: 0.1663 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:24] d2.utils.events INFO: eta: 15:28:24 iter: 251839 total_loss: 5.304 loss_ce: 0.257 loss_bbox: 0.1769 loss_giou: 0.3314 loss_ce_0: 0.4704 loss_bbox_0: 0.3 loss_giou_0: 0.5045 loss_ce_1: 0.3733 loss_bbox_1: 0.2029 loss_giou_1: 0.3699 loss_ce_2: 0.3205 loss_bbox_2: 0.186 loss_giou_2: 0.3429 loss_ce_3: 0.2805 loss_bbox_3: 0.1773 loss_giou_3: 0.335 loss_ce_4: 0.2525 loss_bbox_4: 0.1774 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:30] d2.utils.events INFO: eta: 15:28:21 iter: 251859 total_loss: 5.614 loss_ce: 0.2744 loss_bbox: 0.1728 loss_giou: 0.3433 loss_ce_0: 0.4876 loss_bbox_0: 0.2966 loss_giou_0: 0.5104 loss_ce_1: 0.3792 loss_bbox_1: 0.2043 loss_giou_1: 0.3915 loss_ce_2: 0.3149 loss_bbox_2: 0.1884 loss_giou_2: 0.3624 loss_ce_3: 0.2874 loss_bbox_3: 0.1795 loss_giou_3: 0.3494 loss_ce_4: 0.2718 loss_bbox_4: 0.1728 loss_giou_4: 0.3445 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:35] d2.utils.events INFO: eta: 15:28:17 iter: 251879 total_loss: 5.486 loss_ce: 0.2575 loss_bbox: 0.1785 loss_giou: 0.3134 loss_ce_0: 0.4875 loss_bbox_0: 0.3093 loss_giou_0: 0.4902 loss_ce_1: 0.3723 loss_bbox_1: 0.212 loss_giou_1: 0.3688 loss_ce_2: 0.3023 loss_bbox_2: 0.1935 loss_giou_2: 0.3386 loss_ce_3: 0.2653 loss_bbox_3: 0.1862 loss_giou_3: 0.3297 loss_ce_4: 0.2591 loss_bbox_4: 0.182 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:41] d2.utils.events INFO: eta: 15:28:13 iter: 251899 total_loss: 5.59 loss_ce: 0.2674 loss_bbox: 0.1853 loss_giou: 0.3252 loss_ce_0: 0.4828 loss_bbox_0: 0.3143 loss_giou_0: 0.4898 loss_ce_1: 0.3668 loss_bbox_1: 0.2154 loss_giou_1: 0.3714 loss_ce_2: 0.2951 loss_bbox_2: 0.2028 loss_giou_2: 0.3447 loss_ce_3: 0.2784 loss_bbox_3: 0.1949 loss_giou_3: 0.3342 loss_ce_4: 0.2617 loss_bbox_4: 0.1897 loss_giou_4: 0.33 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:47] d2.utils.events INFO: eta: 15:28:04 iter: 251919 total_loss: 5.468 loss_ce: 0.2569 loss_bbox: 0.1847 loss_giou: 0.318 loss_ce_0: 0.4835 loss_bbox_0: 0.3101 loss_giou_0: 0.4911 loss_ce_1: 0.363 loss_bbox_1: 0.221 loss_giou_1: 0.3731 loss_ce_2: 0.299 loss_bbox_2: 0.2009 loss_giou_2: 0.347 loss_ce_3: 0.2661 loss_bbox_3: 0.197 loss_giou_3: 0.3323 loss_ce_4: 0.2602 loss_bbox_4: 0.1901 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:52] d2.utils.events INFO: eta: 15:28:02 iter: 251939 total_loss: 5.707 loss_ce: 0.2752 loss_bbox: 0.1972 loss_giou: 0.3512 loss_ce_0: 0.4879 loss_bbox_0: 0.315 loss_giou_0: 0.5421 loss_ce_1: 0.3918 loss_bbox_1: 0.2209 loss_giou_1: 0.3971 loss_ce_2: 0.321 loss_bbox_2: 0.2071 loss_giou_2: 0.3711 loss_ce_3: 0.2851 loss_bbox_3: 0.2039 loss_giou_3: 0.3631 loss_ce_4: 0.2737 loss_bbox_4: 0.1979 loss_giou_4: 0.3563 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:45:58] d2.utils.events INFO: eta: 15:27:44 iter: 251959 total_loss: 5.617 loss_ce: 0.2689 loss_bbox: 0.1785 loss_giou: 0.3216 loss_ce_0: 0.4663 loss_bbox_0: 0.325 loss_giou_0: 0.5238 loss_ce_1: 0.3745 loss_bbox_1: 0.2192 loss_giou_1: 0.3811 loss_ce_2: 0.315 loss_bbox_2: 0.2007 loss_giou_2: 0.3508 loss_ce_3: 0.2863 loss_bbox_3: 0.1862 loss_giou_3: 0.3354 loss_ce_4: 0.2662 loss_bbox_4: 0.1833 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 09:46:04] d2.utils.events INFO: eta: 15:27:17 iter: 251979 total_loss: 5.556 loss_ce: 0.2648 loss_bbox: 0.1761 loss_giou: 0.3146 loss_ce_0: 0.4928 loss_bbox_0: 0.3052 loss_giou_0: 0.4976 loss_ce_1: 0.3885 loss_bbox_1: 0.207 loss_giou_1: 0.3647 loss_ce_2: 0.3215 loss_bbox_2: 0.1852 loss_giou_2: 0.3274 loss_ce_3: 0.2872 loss_bbox_3: 0.1792 loss_giou_3: 0.3236 loss_ce_4: 0.2722 loss_bbox_4: 0.1793 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 09:46:09] d2.utils.events INFO: eta: 15:27:11 iter: 251999 total_loss: 5.496 loss_ce: 0.2503 loss_bbox: 0.1787 loss_giou: 0.3339 loss_ce_0: 0.4704 loss_bbox_0: 0.3027 loss_giou_0: 0.5416 loss_ce_1: 0.363 loss_bbox_1: 0.2098 loss_giou_1: 0.3852 loss_ce_2: 0.3014 loss_bbox_2: 0.1897 loss_giou_2: 0.3608 loss_ce_3: 0.2643 loss_bbox_3: 0.1824 loss_giou_3: 0.3434 loss_ce_4: 0.2558 loss_bbox_4: 0.1828 loss_giou_4: 0.3382 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 09:46:15] d2.utils.events INFO: eta: 15:27:28 iter: 252019 total_loss: 5.585 loss_ce: 0.27 loss_bbox: 0.1746 loss_giou: 0.3381 loss_ce_0: 0.4717 loss_bbox_0: 0.2871 loss_giou_0: 0.5355 loss_ce_1: 0.368 loss_bbox_1: 0.201 loss_giou_1: 0.3892 loss_ce_2: 0.3094 loss_bbox_2: 0.1889 loss_giou_2: 0.3567 loss_ce_3: 0.2832 loss_bbox_3: 0.1786 loss_giou_3: 0.3473 loss_ce_4: 0.2724 loss_bbox_4: 0.1744 loss_giou_4: 0.3435 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:46:21] d2.utils.events INFO: eta: 15:27:37 iter: 252039 total_loss: 5.453 loss_ce: 0.2594 loss_bbox: 0.1777 loss_giou: 0.3149 loss_ce_0: 0.4886 loss_bbox_0: 0.2859 loss_giou_0: 0.4931 loss_ce_1: 0.3765 loss_bbox_1: 0.2087 loss_giou_1: 0.3703 loss_ce_2: 0.3013 loss_bbox_2: 0.1908 loss_giou_2: 0.3391 loss_ce_3: 0.2652 loss_bbox_3: 0.1851 loss_giou_3: 0.3346 loss_ce_4: 0.2587 loss_bbox_4: 0.1808 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:46:26] d2.utils.events INFO: eta: 15:27:39 iter: 252059 total_loss: 5.743 loss_ce: 0.2708 loss_bbox: 0.1915 loss_giou: 0.3396 loss_ce_0: 0.4921 loss_bbox_0: 0.3003 loss_giou_0: 0.5128 loss_ce_1: 0.3838 loss_bbox_1: 0.2173 loss_giou_1: 0.3882 loss_ce_2: 0.3237 loss_bbox_2: 0.2027 loss_giou_2: 0.3595 loss_ce_3: 0.2887 loss_bbox_3: 0.1947 loss_giou_3: 0.3453 loss_ce_4: 0.2693 loss_bbox_4: 0.1898 loss_giou_4: 0.3455 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:46:32] d2.utils.events INFO: eta: 15:27:43 iter: 252079 total_loss: 5.498 loss_ce: 0.2678 loss_bbox: 0.175 loss_giou: 0.3456 loss_ce_0: 0.4942 loss_bbox_0: 0.2964 loss_giou_0: 0.5406 loss_ce_1: 0.3828 loss_bbox_1: 0.1981 loss_giou_1: 0.3988 loss_ce_2: 0.3218 loss_bbox_2: 0.1848 loss_giou_2: 0.3645 loss_ce_3: 0.287 loss_bbox_3: 0.1777 loss_giou_3: 0.358 loss_ce_4: 0.2815 loss_bbox_4: 0.1782 loss_giou_4: 0.3477 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 09:46:38] d2.utils.events INFO: eta: 15:27:33 iter: 252099 total_loss: 5.594 loss_ce: 0.2809 loss_bbox: 0.1852 loss_giou: 0.3198 loss_ce_0: 0.4999 loss_bbox_0: 0.3144 loss_giou_0: 0.5058 loss_ce_1: 0.3876 loss_bbox_1: 0.2205 loss_giou_1: 0.3713 loss_ce_2: 0.3215 loss_bbox_2: 0.1989 loss_giou_2: 0.331 loss_ce_3: 0.2913 loss_bbox_3: 0.1929 loss_giou_3: 0.325 loss_ce_4: 0.2881 loss_bbox_4: 0.1877 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 09:46:44] d2.utils.events INFO: eta: 15:27:45 iter: 252119 total_loss: 5.666 loss_ce: 0.2938 loss_bbox: 0.1881 loss_giou: 0.3284 loss_ce_0: 0.5138 loss_bbox_0: 0.315 loss_giou_0: 0.5171 loss_ce_1: 0.4 loss_bbox_1: 0.2257 loss_giou_1: 0.3807 loss_ce_2: 0.3359 loss_bbox_2: 0.2097 loss_giou_2: 0.348 loss_ce_3: 0.3136 loss_bbox_3: 0.1951 loss_giou_3: 0.3388 loss_ce_4: 0.2983 loss_bbox_4: 0.1937 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max_mem: 5427M [11/03 09:47:12] d2.utils.events INFO: eta: 15:26:58 iter: 252219 total_loss: 5.435 loss_ce: 0.2673 loss_bbox: 0.1731 loss_giou: 0.3383 loss_ce_0: 0.4696 loss_bbox_0: 0.2853 loss_giou_0: 0.5096 loss_ce_1: 0.3655 loss_bbox_1: 0.2042 loss_giou_1: 0.3985 loss_ce_2: 0.2996 loss_bbox_2: 0.1869 loss_giou_2: 0.3527 loss_ce_3: 0.2722 loss_bbox_3: 0.1759 loss_giou_3: 0.3412 loss_ce_4: 0.2655 loss_bbox_4: 0.1729 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 09:47:18] d2.utils.events INFO: eta: 15:26:53 iter: 252239 total_loss: 5.803 loss_ce: 0.2817 loss_bbox: 0.1885 loss_giou: 0.3373 loss_ce_0: 0.4841 loss_bbox_0: 0.3106 loss_giou_0: 0.5175 loss_ce_1: 0.3995 loss_bbox_1: 0.2185 loss_giou_1: 0.3874 loss_ce_2: 0.3381 loss_bbox_2: 0.1971 loss_giou_2: 0.3539 loss_ce_3: 0.2944 loss_bbox_3: 0.1928 loss_giou_3: 0.3499 loss_ce_4: 0.2899 loss_bbox_4: 0.1912 loss_giou_4: 0.3356 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 09:47:23] d2.utils.events INFO: eta: 15:26:58 iter: 252259 total_loss: 5.586 loss_ce: 0.2872 loss_bbox: 0.1854 loss_giou: 0.3318 loss_ce_0: 0.4983 loss_bbox_0: 0.3189 loss_giou_0: 0.5216 loss_ce_1: 0.3777 loss_bbox_1: 0.2218 loss_giou_1: 0.3881 loss_ce_2: 0.3284 loss_bbox_2: 0.2 loss_giou_2: 0.356 loss_ce_3: 0.2968 loss_bbox_3: 0.1949 loss_giou_3: 0.3439 loss_ce_4: 0.2872 loss_bbox_4: 0.1912 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 09:47:29] d2.utils.events INFO: eta: 15:26:53 iter: 252279 total_loss: 5.52 loss_ce: 0.2618 loss_bbox: 0.1761 loss_giou: 0.3192 loss_ce_0: 0.4798 loss_bbox_0: 0.282 loss_giou_0: 0.4988 loss_ce_1: 0.3728 loss_bbox_1: 0.199 loss_giou_1: 0.3644 loss_ce_2: 0.3034 loss_bbox_2: 0.186 loss_giou_2: 0.3405 loss_ce_3: 0.275 loss_bbox_3: 0.179 loss_giou_3: 0.3362 loss_ce_4: 0.2654 loss_bbox_4: 0.1779 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 09:47:35] d2.utils.events INFO: eta: 15:26:54 iter: 252299 total_loss: 5.452 loss_ce: 0.2602 loss_bbox: 0.1861 loss_giou: 0.3168 loss_ce_0: 0.4889 loss_bbox_0: 0.3086 loss_giou_0: 0.5075 loss_ce_1: 0.3827 loss_bbox_1: 0.2264 loss_giou_1: 0.3714 loss_ce_2: 0.3113 loss_bbox_2: 0.2023 loss_giou_2: 0.3405 loss_ce_3: 0.2781 loss_bbox_3: 0.1967 loss_giou_3: 0.3225 loss_ce_4: 0.2709 loss_bbox_4: 0.1889 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:47:40] d2.utils.events INFO: eta: 15:26:45 iter: 252319 total_loss: 5.508 loss_ce: 0.2741 loss_bbox: 0.1716 loss_giou: 0.3517 loss_ce_0: 0.4702 loss_bbox_0: 0.3009 loss_giou_0: 0.5344 loss_ce_1: 0.3691 loss_bbox_1: 0.2116 loss_giou_1: 0.3976 loss_ce_2: 0.3161 loss_bbox_2: 0.1856 loss_giou_2: 0.3672 loss_ce_3: 0.2868 loss_bbox_3: 0.1798 loss_giou_3: 0.353 loss_ce_4: 0.2728 loss_bbox_4: 0.1741 loss_giou_4: 0.3555 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 09:47:46] d2.utils.events INFO: eta: 15:26:23 iter: 252339 total_loss: 5.333 loss_ce: 0.2528 loss_bbox: 0.1724 loss_giou: 0.3173 loss_ce_0: 0.4669 loss_bbox_0: 0.2858 loss_giou_0: 0.4895 loss_ce_1: 0.3715 loss_bbox_1: 0.198 loss_giou_1: 0.3551 loss_ce_2: 0.2984 loss_bbox_2: 0.1896 loss_giou_2: 0.3283 loss_ce_3: 0.2702 loss_bbox_3: 0.1779 loss_giou_3: 0.3162 loss_ce_4: 0.2665 loss_bbox_4: 0.1775 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 09:47:52] d2.utils.events INFO: eta: 15:26:10 iter: 252359 total_loss: 5.666 loss_ce: 0.2847 loss_bbox: 0.1904 loss_giou: 0.3478 loss_ce_0: 0.4971 loss_bbox_0: 0.3077 loss_giou_0: 0.5314 loss_ce_1: 0.3729 loss_bbox_1: 0.2099 loss_giou_1: 0.3918 loss_ce_2: 0.3225 loss_bbox_2: 0.2033 loss_giou_2: 0.3678 loss_ce_3: 0.2968 loss_bbox_3: 0.1957 loss_giou_3: 0.356 loss_ce_4: 0.2722 loss_bbox_4: 0.1936 loss_giou_4: 0.3497 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 09:47:57] d2.utils.events INFO: eta: 15:25:57 iter: 252379 total_loss: 5.611 loss_ce: 0.2771 loss_bbox: 0.181 loss_giou: 0.3225 loss_ce_0: 0.4795 loss_bbox_0: 0.3131 loss_giou_0: 0.5202 loss_ce_1: 0.3862 loss_bbox_1: 0.2119 loss_giou_1: 0.3784 loss_ce_2: 0.3209 loss_bbox_2: 0.1898 loss_giou_2: 0.3417 loss_ce_3: 0.2884 loss_bbox_3: 0.1909 loss_giou_3: 0.3278 loss_ce_4: 0.2774 loss_bbox_4: 0.1823 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:03] d2.utils.events INFO: eta: 15:25:41 iter: 252399 total_loss: 5.517 loss_ce: 0.271 loss_bbox: 0.1725 loss_giou: 0.3433 loss_ce_0: 0.5029 loss_bbox_0: 0.3062 loss_giou_0: 0.517 loss_ce_1: 0.3915 loss_bbox_1: 0.2015 loss_giou_1: 0.3756 loss_ce_2: 0.325 loss_bbox_2: 0.1807 loss_giou_2: 0.3546 loss_ce_3: 0.2901 loss_bbox_3: 0.1802 loss_giou_3: 0.3462 loss_ce_4: 0.2717 loss_bbox_4: 0.1753 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:08] d2.utils.events INFO: eta: 15:25:35 iter: 252419 total_loss: 5.834 loss_ce: 0.2893 loss_bbox: 0.1736 loss_giou: 0.3464 loss_ce_0: 0.4898 loss_bbox_0: 0.3216 loss_giou_0: 0.5396 loss_ce_1: 0.3931 loss_bbox_1: 0.2154 loss_giou_1: 0.4024 loss_ce_2: 0.3357 loss_bbox_2: 0.1958 loss_giou_2: 0.3678 loss_ce_3: 0.3095 loss_bbox_3: 0.1902 loss_giou_3: 0.3587 loss_ce_4: 0.2915 loss_bbox_4: 0.181 loss_giou_4: 0.354 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:14] d2.utils.events INFO: eta: 15:25:38 iter: 252439 total_loss: 5.266 loss_ce: 0.2633 loss_bbox: 0.1708 loss_giou: 0.3221 loss_ce_0: 0.4724 loss_bbox_0: 0.3037 loss_giou_0: 0.5143 loss_ce_1: 0.3696 loss_bbox_1: 0.2045 loss_giou_1: 0.377 loss_ce_2: 0.3144 loss_bbox_2: 0.1866 loss_giou_2: 0.3432 loss_ce_3: 0.2791 loss_bbox_3: 0.1769 loss_giou_3: 0.3306 loss_ce_4: 0.263 loss_bbox_4: 0.1718 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:20] d2.utils.events INFO: eta: 15:25:31 iter: 252459 total_loss: 5.783 loss_ce: 0.2998 loss_bbox: 0.1931 loss_giou: 0.3452 loss_ce_0: 0.4957 loss_bbox_0: 0.3136 loss_giou_0: 0.5368 loss_ce_1: 0.3824 loss_bbox_1: 0.2187 loss_giou_1: 0.3975 loss_ce_2: 0.3314 loss_bbox_2: 0.2038 loss_giou_2: 0.3676 loss_ce_3: 0.3159 loss_bbox_3: 0.1924 loss_giou_3: 0.3581 loss_ce_4: 0.3054 loss_bbox_4: 0.1946 loss_giou_4: 0.3489 time: 0.2800 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:26] d2.utils.events INFO: eta: 15:25:24 iter: 252479 total_loss: 5.778 loss_ce: 0.2732 loss_bbox: 0.1856 loss_giou: 0.3397 loss_ce_0: 0.4927 loss_bbox_0: 0.2996 loss_giou_0: 0.5342 loss_ce_1: 0.3842 loss_bbox_1: 0.2067 loss_giou_1: 0.387 loss_ce_2: 0.317 loss_bbox_2: 0.1883 loss_giou_2: 0.3597 loss_ce_3: 0.2843 loss_bbox_3: 0.1892 loss_giou_3: 0.3487 loss_ce_4: 0.2723 loss_bbox_4: 0.1861 loss_giou_4: 0.3427 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:31] d2.utils.events INFO: eta: 15:25:25 iter: 252499 total_loss: 5.394 loss_ce: 0.2566 loss_bbox: 0.1931 loss_giou: 0.3359 loss_ce_0: 0.4892 loss_bbox_0: 0.3245 loss_giou_0: 0.4945 loss_ce_1: 0.3769 loss_bbox_1: 0.2272 loss_giou_1: 0.3717 loss_ce_2: 0.3157 loss_bbox_2: 0.2021 loss_giou_2: 0.3437 loss_ce_3: 0.2715 loss_bbox_3: 0.1932 loss_giou_3: 0.3342 loss_ce_4: 0.2575 loss_bbox_4: 0.1949 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:37] d2.utils.events INFO: eta: 15:25:20 iter: 252519 total_loss: 5.793 loss_ce: 0.2818 loss_bbox: 0.1844 loss_giou: 0.3305 loss_ce_0: 0.5082 loss_bbox_0: 0.3223 loss_giou_0: 0.5442 loss_ce_1: 0.3924 loss_bbox_1: 0.2179 loss_giou_1: 0.3959 loss_ce_2: 0.3375 loss_bbox_2: 0.1948 loss_giou_2: 0.3599 loss_ce_3: 0.3072 loss_bbox_3: 0.1879 loss_giou_3: 0.3388 loss_ce_4: 0.2912 loss_bbox_4: 0.1839 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:43] d2.utils.events INFO: eta: 15:25:09 iter: 252539 total_loss: 5.782 loss_ce: 0.2792 loss_bbox: 0.1727 loss_giou: 0.361 loss_ce_0: 0.4849 loss_bbox_0: 0.3003 loss_giou_0: 0.5355 loss_ce_1: 0.3916 loss_bbox_1: 0.2059 loss_giou_1: 0.4126 loss_ce_2: 0.3343 loss_bbox_2: 0.1869 loss_giou_2: 0.3835 loss_ce_3: 0.2942 loss_bbox_3: 0.1793 loss_giou_3: 0.3693 loss_ce_4: 0.2845 loss_bbox_4: 0.1771 loss_giou_4: 0.3641 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:48] d2.utils.events INFO: eta: 15:24:35 iter: 252559 total_loss: 5.457 loss_ce: 0.2774 loss_bbox: 0.1721 loss_giou: 0.3339 loss_ce_0: 0.493 loss_bbox_0: 0.3021 loss_giou_0: 0.5067 loss_ce_1: 0.3822 loss_bbox_1: 0.2054 loss_giou_1: 0.3722 loss_ce_2: 0.321 loss_bbox_2: 0.1868 loss_giou_2: 0.3478 loss_ce_3: 0.2947 loss_bbox_3: 0.1787 loss_giou_3: 0.3474 loss_ce_4: 0.2807 loss_bbox_4: 0.1768 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 09:48:54] d2.utils.events INFO: eta: 15:24:21 iter: 252579 total_loss: 5.456 loss_ce: 0.2705 loss_bbox: 0.1825 loss_giou: 0.3176 loss_ce_0: 0.4799 loss_bbox_0: 0.3086 loss_giou_0: 0.4971 loss_ce_1: 0.3941 loss_bbox_1: 0.2134 loss_giou_1: 0.3719 loss_ce_2: 0.3152 loss_bbox_2: 0.1944 loss_giou_2: 0.3371 loss_ce_3: 0.2761 loss_bbox_3: 0.1861 loss_giou_3: 0.3233 loss_ce_4: 0.2739 loss_bbox_4: 0.1825 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:00] d2.utils.events INFO: eta: 15:23:57 iter: 252599 total_loss: 5.777 loss_ce: 0.2926 loss_bbox: 0.1692 loss_giou: 0.3446 loss_ce_0: 0.4915 loss_bbox_0: 0.3023 loss_giou_0: 0.5247 loss_ce_1: 0.3963 loss_bbox_1: 0.213 loss_giou_1: 0.3889 loss_ce_2: 0.3249 loss_bbox_2: 0.1859 loss_giou_2: 0.3634 loss_ce_3: 0.2941 loss_bbox_3: 0.1734 loss_giou_3: 0.3486 loss_ce_4: 0.2908 loss_bbox_4: 0.1717 loss_giou_4: 0.3438 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:05] d2.utils.events INFO: eta: 15:23:52 iter: 252619 total_loss: 5.465 loss_ce: 0.2549 loss_bbox: 0.1736 loss_giou: 0.3291 loss_ce_0: 0.4856 loss_bbox_0: 0.2893 loss_giou_0: 0.511 loss_ce_1: 0.3791 loss_bbox_1: 0.2054 loss_giou_1: 0.3889 loss_ce_2: 0.3188 loss_bbox_2: 0.1809 loss_giou_2: 0.3492 loss_ce_3: 0.2748 loss_bbox_3: 0.1742 loss_giou_3: 0.3382 loss_ce_4: 0.2557 loss_bbox_4: 0.1766 loss_giou_4: 0.3306 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:11] d2.utils.events INFO: eta: 15:24:00 iter: 252639 total_loss: 5.742 loss_ce: 0.2984 loss_bbox: 0.1823 loss_giou: 0.3365 loss_ce_0: 0.5102 loss_bbox_0: 0.3087 loss_giou_0: 0.5021 loss_ce_1: 0.3965 loss_bbox_1: 0.2175 loss_giou_1: 0.3926 loss_ce_2: 0.3395 loss_bbox_2: 0.1994 loss_giou_2: 0.3558 loss_ce_3: 0.3188 loss_bbox_3: 0.1892 loss_giou_3: 0.3484 loss_ce_4: 0.3015 loss_bbox_4: 0.1849 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:17] d2.utils.events INFO: eta: 15:23:41 iter: 252659 total_loss: 5.362 loss_ce: 0.2752 loss_bbox: 0.1632 loss_giou: 0.3157 loss_ce_0: 0.4942 loss_bbox_0: 0.2835 loss_giou_0: 0.4994 loss_ce_1: 0.381 loss_bbox_1: 0.1936 loss_giou_1: 0.3614 loss_ce_2: 0.3354 loss_bbox_2: 0.1764 loss_giou_2: 0.3354 loss_ce_3: 0.2892 loss_bbox_3: 0.171 loss_giou_3: 0.3202 loss_ce_4: 0.2776 loss_bbox_4: 0.1678 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:22] d2.utils.events INFO: eta: 15:23:27 iter: 252679 total_loss: 5.75 loss_ce: 0.2753 loss_bbox: 0.1887 loss_giou: 0.3609 loss_ce_0: 0.4954 loss_bbox_0: 0.299 loss_giou_0: 0.5313 loss_ce_1: 0.3953 loss_bbox_1: 0.2196 loss_giou_1: 0.4018 loss_ce_2: 0.3185 loss_bbox_2: 0.1978 loss_giou_2: 0.3709 loss_ce_3: 0.2915 loss_bbox_3: 0.195 loss_giou_3: 0.3674 loss_ce_4: 0.2769 loss_bbox_4: 0.1921 loss_giou_4: 0.3658 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:28] d2.utils.events INFO: eta: 15:23:13 iter: 252699 total_loss: 5.328 loss_ce: 0.2651 loss_bbox: 0.1705 loss_giou: 0.3271 loss_ce_0: 0.4833 loss_bbox_0: 0.3122 loss_giou_0: 0.5024 loss_ce_1: 0.3856 loss_bbox_1: 0.2061 loss_giou_1: 0.3724 loss_ce_2: 0.3071 loss_bbox_2: 0.1855 loss_giou_2: 0.3387 loss_ce_3: 0.275 loss_bbox_3: 0.177 loss_giou_3: 0.3322 loss_ce_4: 0.2673 loss_bbox_4: 0.1727 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:34] d2.utils.events INFO: eta: 15:22:59 iter: 252719 total_loss: 5.54 loss_ce: 0.2813 loss_bbox: 0.1711 loss_giou: 0.3399 loss_ce_0: 0.5084 loss_bbox_0: 0.3058 loss_giou_0: 0.5064 loss_ce_1: 0.397 loss_bbox_1: 0.2007 loss_giou_1: 0.3868 loss_ce_2: 0.3293 loss_bbox_2: 0.182 loss_giou_2: 0.3538 loss_ce_3: 0.2997 loss_bbox_3: 0.1729 loss_giou_3: 0.3481 loss_ce_4: 0.2845 loss_bbox_4: 0.177 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:39] d2.utils.events INFO: eta: 15:23:14 iter: 252739 total_loss: 5.584 loss_ce: 0.2741 loss_bbox: 0.173 loss_giou: 0.3261 loss_ce_0: 0.4867 loss_bbox_0: 0.3019 loss_giou_0: 0.4997 loss_ce_1: 0.3737 loss_bbox_1: 0.2107 loss_giou_1: 0.3734 loss_ce_2: 0.3185 loss_bbox_2: 0.1867 loss_giou_2: 0.3458 loss_ce_3: 0.2885 loss_bbox_3: 0.1776 loss_giou_3: 0.331 loss_ce_4: 0.2834 loss_bbox_4: 0.1754 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:45] d2.utils.events INFO: eta: 15:23:01 iter: 252759 total_loss: 5.507 loss_ce: 0.2573 loss_bbox: 0.1689 loss_giou: 0.3519 loss_ce_0: 0.4878 loss_bbox_0: 0.2787 loss_giou_0: 0.5064 loss_ce_1: 0.3621 loss_bbox_1: 0.1946 loss_giou_1: 0.389 loss_ce_2: 0.3014 loss_bbox_2: 0.1799 loss_giou_2: 0.3629 loss_ce_3: 0.2661 loss_bbox_3: 0.1739 loss_giou_3: 0.3595 loss_ce_4: 0.2577 loss_bbox_4: 0.1729 loss_giou_4: 0.352 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:51] d2.utils.events INFO: eta: 15:23:07 iter: 252779 total_loss: 5.257 loss_ce: 0.2624 loss_bbox: 0.1681 loss_giou: 0.3072 loss_ce_0: 0.4628 loss_bbox_0: 0.2975 loss_giou_0: 0.4802 loss_ce_1: 0.3735 loss_bbox_1: 0.1969 loss_giou_1: 0.3528 loss_ce_2: 0.3108 loss_bbox_2: 0.1773 loss_giou_2: 0.3199 loss_ce_3: 0.2796 loss_bbox_3: 0.1725 loss_giou_3: 0.3176 loss_ce_4: 0.2669 loss_bbox_4: 0.1686 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:49:56] d2.utils.events INFO: eta: 15:22:53 iter: 252799 total_loss: 5.689 loss_ce: 0.2926 loss_bbox: 0.1762 loss_giou: 0.3322 loss_ce_0: 0.5017 loss_bbox_0: 0.3109 loss_giou_0: 0.5222 loss_ce_1: 0.3909 loss_bbox_1: 0.2148 loss_giou_1: 0.3847 loss_ce_2: 0.3433 loss_bbox_2: 0.1931 loss_giou_2: 0.3542 loss_ce_3: 0.3099 loss_bbox_3: 0.1825 loss_giou_3: 0.3401 loss_ce_4: 0.2953 loss_bbox_4: 0.1762 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:02] d2.utils.events INFO: eta: 15:22:42 iter: 252819 total_loss: 5.584 loss_ce: 0.2784 loss_bbox: 0.1826 loss_giou: 0.3381 loss_ce_0: 0.4785 loss_bbox_0: 0.3081 loss_giou_0: 0.5205 loss_ce_1: 0.3737 loss_bbox_1: 0.2085 loss_giou_1: 0.3666 loss_ce_2: 0.3046 loss_bbox_2: 0.192 loss_giou_2: 0.3582 loss_ce_3: 0.2841 loss_bbox_3: 0.1851 loss_giou_3: 0.3468 loss_ce_4: 0.2697 loss_bbox_4: 0.1814 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:07] d2.utils.events INFO: eta: 15:22:00 iter: 252839 total_loss: 5.548 loss_ce: 0.286 loss_bbox: 0.1857 loss_giou: 0.3241 loss_ce_0: 0.4869 loss_bbox_0: 0.3085 loss_giou_0: 0.4996 loss_ce_1: 0.3839 loss_bbox_1: 0.2156 loss_giou_1: 0.3754 loss_ce_2: 0.3245 loss_bbox_2: 0.1963 loss_giou_2: 0.3392 loss_ce_3: 0.2977 loss_bbox_3: 0.1921 loss_giou_3: 0.331 loss_ce_4: 0.2877 loss_bbox_4: 0.1877 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:13] d2.utils.events INFO: eta: 15:21:56 iter: 252859 total_loss: 5.728 loss_ce: 0.2958 loss_bbox: 0.1842 loss_giou: 0.3249 loss_ce_0: 0.4927 loss_bbox_0: 0.3127 loss_giou_0: 0.4884 loss_ce_1: 0.3947 loss_bbox_1: 0.2181 loss_giou_1: 0.3676 loss_ce_2: 0.3518 loss_bbox_2: 0.2041 loss_giou_2: 0.346 loss_ce_3: 0.3078 loss_bbox_3: 0.1915 loss_giou_3: 0.3344 loss_ce_4: 0.2976 loss_bbox_4: 0.1848 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0196 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:19] d2.utils.events INFO: eta: 15:21:33 iter: 252879 total_loss: 5.448 loss_ce: 0.2629 loss_bbox: 0.1572 loss_giou: 0.3365 loss_ce_0: 0.4855 loss_bbox_0: 0.2929 loss_giou_0: 0.5439 loss_ce_1: 0.3755 loss_bbox_1: 0.1922 loss_giou_1: 0.388 loss_ce_2: 0.3053 loss_bbox_2: 0.1771 loss_giou_2: 0.3607 loss_ce_3: 0.2821 loss_bbox_3: 0.1653 loss_giou_3: 0.3454 loss_ce_4: 0.2646 loss_bbox_4: 0.1615 loss_giou_4: 0.3416 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:24] d2.utils.events INFO: eta: 15:21:18 iter: 252899 total_loss: 5.713 loss_ce: 0.2754 loss_bbox: 0.1821 loss_giou: 0.326 loss_ce_0: 0.4933 loss_bbox_0: 0.3178 loss_giou_0: 0.5035 loss_ce_1: 0.3942 loss_bbox_1: 0.2184 loss_giou_1: 0.3757 loss_ce_2: 0.3269 loss_bbox_2: 0.1979 loss_giou_2: 0.3471 loss_ce_3: 0.2928 loss_bbox_3: 0.192 loss_giou_3: 0.3362 loss_ce_4: 0.2769 loss_bbox_4: 0.1868 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:30] d2.utils.events INFO: eta: 15:21:22 iter: 252919 total_loss: 5.431 loss_ce: 0.2597 loss_bbox: 0.1866 loss_giou: 0.3213 loss_ce_0: 0.4798 loss_bbox_0: 0.3127 loss_giou_0: 0.4959 loss_ce_1: 0.3709 loss_bbox_1: 0.2226 loss_giou_1: 0.3699 loss_ce_2: 0.3039 loss_bbox_2: 0.2037 loss_giou_2: 0.3413 loss_ce_3: 0.2708 loss_bbox_3: 0.1945 loss_giou_3: 0.3294 loss_ce_4: 0.2707 loss_bbox_4: 0.1908 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:36] d2.utils.events INFO: eta: 15:21:16 iter: 252939 total_loss: 5.476 loss_ce: 0.2675 loss_bbox: 0.1735 loss_giou: 0.3319 loss_ce_0: 0.4828 loss_bbox_0: 0.3035 loss_giou_0: 0.4998 loss_ce_1: 0.3781 loss_bbox_1: 0.208 loss_giou_1: 0.3735 loss_ce_2: 0.3204 loss_bbox_2: 0.1847 loss_giou_2: 0.35 loss_ce_3: 0.2877 loss_bbox_3: 0.1777 loss_giou_3: 0.3453 loss_ce_4: 0.2686 loss_bbox_4: 0.174 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:41] d2.utils.events INFO: eta: 15:21:27 iter: 252959 total_loss: 5.387 loss_ce: 0.2675 loss_bbox: 0.1642 loss_giou: 0.3325 loss_ce_0: 0.4723 loss_bbox_0: 0.2919 loss_giou_0: 0.5149 loss_ce_1: 0.3664 loss_bbox_1: 0.1934 loss_giou_1: 0.3871 loss_ce_2: 0.3109 loss_bbox_2: 0.1822 loss_giou_2: 0.3597 loss_ce_3: 0.276 loss_bbox_3: 0.1738 loss_giou_3: 0.3434 loss_ce_4: 0.2734 loss_bbox_4: 0.1686 loss_giou_4: 0.3387 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:47] d2.utils.events INFO: eta: 15:21:37 iter: 252979 total_loss: 5.328 loss_ce: 0.2541 loss_bbox: 0.1772 loss_giou: 0.3192 loss_ce_0: 0.4732 loss_bbox_0: 0.3019 loss_giou_0: 0.5168 loss_ce_1: 0.3563 loss_bbox_1: 0.2081 loss_giou_1: 0.3782 loss_ce_2: 0.2945 loss_bbox_2: 0.1912 loss_giou_2: 0.3381 loss_ce_3: 0.2629 loss_bbox_3: 0.1858 loss_giou_3: 0.3281 loss_ce_4: 0.2496 loss_bbox_4: 0.1765 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:53] d2.utils.events INFO: eta: 15:21:49 iter: 252999 total_loss: 5.282 loss_ce: 0.256 loss_bbox: 0.1729 loss_giou: 0.3351 loss_ce_0: 0.4664 loss_bbox_0: 0.3016 loss_giou_0: 0.551 loss_ce_1: 0.356 loss_bbox_1: 0.2094 loss_giou_1: 0.3847 loss_ce_2: 0.2933 loss_bbox_2: 0.1867 loss_giou_2: 0.3532 loss_ce_3: 0.2756 loss_bbox_3: 0.1758 loss_giou_3: 0.3398 loss_ce_4: 0.2547 loss_bbox_4: 0.1746 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 09:50:59] d2.utils.events INFO: eta: 15:21:46 iter: 253019 total_loss: 5.438 loss_ce: 0.2727 loss_bbox: 0.1837 loss_giou: 0.3237 loss_ce_0: 0.487 loss_bbox_0: 0.3056 loss_giou_0: 0.5179 loss_ce_1: 0.3804 loss_bbox_1: 0.2205 loss_giou_1: 0.3788 loss_ce_2: 0.3207 loss_bbox_2: 0.2005 loss_giou_2: 0.3466 loss_ce_3: 0.2861 loss_bbox_3: 0.1919 loss_giou_3: 0.3342 loss_ce_4: 0.2782 loss_bbox_4: 0.1853 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:04] d2.utils.events INFO: eta: 15:21:29 iter: 253039 total_loss: 5.521 loss_ce: 0.264 loss_bbox: 0.1757 loss_giou: 0.3301 loss_ce_0: 0.4943 loss_bbox_0: 0.2929 loss_giou_0: 0.5059 loss_ce_1: 0.3786 loss_bbox_1: 0.2114 loss_giou_1: 0.3884 loss_ce_2: 0.3101 loss_bbox_2: 0.1833 loss_giou_2: 0.3547 loss_ce_3: 0.2808 loss_bbox_3: 0.1782 loss_giou_3: 0.3398 loss_ce_4: 0.2641 loss_bbox_4: 0.1782 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:10] d2.utils.events INFO: eta: 15:21:23 iter: 253059 total_loss: 5.563 loss_ce: 0.2771 loss_bbox: 0.1894 loss_giou: 0.3293 loss_ce_0: 0.4801 loss_bbox_0: 0.3122 loss_giou_0: 0.5109 loss_ce_1: 0.3668 loss_bbox_1: 0.2209 loss_giou_1: 0.3814 loss_ce_2: 0.3086 loss_bbox_2: 0.2048 loss_giou_2: 0.3506 loss_ce_3: 0.2816 loss_bbox_3: 0.1956 loss_giou_3: 0.3441 loss_ce_4: 0.2766 loss_bbox_4: 0.1944 loss_giou_4: 0.3334 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:16] d2.utils.events INFO: eta: 15:20:54 iter: 253079 total_loss: 5.406 loss_ce: 0.2664 loss_bbox: 0.1731 loss_giou: 0.3256 loss_ce_0: 0.4744 loss_bbox_0: 0.3026 loss_giou_0: 0.4856 loss_ce_1: 0.3833 loss_bbox_1: 0.2074 loss_giou_1: 0.3653 loss_ce_2: 0.3228 loss_bbox_2: 0.1874 loss_giou_2: 0.3396 loss_ce_3: 0.2918 loss_bbox_3: 0.1782 loss_giou_3: 0.3353 loss_ce_4: 0.2768 loss_bbox_4: 0.1754 loss_giou_4: 0.3259 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:21] d2.utils.events INFO: eta: 15:20:47 iter: 253099 total_loss: 5.288 loss_ce: 0.2473 loss_bbox: 0.1708 loss_giou: 0.3181 loss_ce_0: 0.4649 loss_bbox_0: 0.2884 loss_giou_0: 0.4853 loss_ce_1: 0.3538 loss_bbox_1: 0.1991 loss_giou_1: 0.3468 loss_ce_2: 0.2943 loss_bbox_2: 0.1808 loss_giou_2: 0.3252 loss_ce_3: 0.2552 loss_bbox_3: 0.1695 loss_giou_3: 0.3196 loss_ce_4: 0.2494 loss_bbox_4: 0.1709 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:27] d2.utils.events INFO: eta: 15:20:16 iter: 253119 total_loss: 5.804 loss_ce: 0.286 loss_bbox: 0.1982 loss_giou: 0.3375 loss_ce_0: 0.502 loss_bbox_0: 0.33 loss_giou_0: 0.5044 loss_ce_1: 0.3879 loss_bbox_1: 0.2321 loss_giou_1: 0.3826 loss_ce_2: 0.3276 loss_bbox_2: 0.2106 loss_giou_2: 0.3584 loss_ce_3: 0.2859 loss_bbox_3: 0.2047 loss_giou_3: 0.3468 loss_ce_4: 0.2728 loss_bbox_4: 0.1978 loss_giou_4: 0.3411 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:33] d2.utils.events INFO: eta: 15:20:20 iter: 253139 total_loss: 5.778 loss_ce: 0.291 loss_bbox: 0.174 loss_giou: 0.3496 loss_ce_0: 0.4732 loss_bbox_0: 0.3034 loss_giou_0: 0.5519 loss_ce_1: 0.3748 loss_bbox_1: 0.2126 loss_giou_1: 0.399 loss_ce_2: 0.3273 loss_bbox_2: 0.187 loss_giou_2: 0.3703 loss_ce_3: 0.3017 loss_bbox_3: 0.1765 loss_giou_3: 0.3585 loss_ce_4: 0.2922 loss_bbox_4: 0.1718 loss_giou_4: 0.3523 time: 0.2800 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:38] d2.utils.events INFO: eta: 15:20:15 iter: 253159 total_loss: 5.568 loss_ce: 0.2665 loss_bbox: 0.1716 loss_giou: 0.3442 loss_ce_0: 0.464 loss_bbox_0: 0.303 loss_giou_0: 0.5177 loss_ce_1: 0.3669 loss_bbox_1: 0.2105 loss_giou_1: 0.374 loss_ce_2: 0.302 loss_bbox_2: 0.1862 loss_giou_2: 0.3587 loss_ce_3: 0.2755 loss_bbox_3: 0.1746 loss_giou_3: 0.3485 loss_ce_4: 0.2668 loss_bbox_4: 0.1701 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:44] d2.utils.events INFO: eta: 15:20:04 iter: 253179 total_loss: 5.31 loss_ce: 0.2595 loss_bbox: 0.163 loss_giou: 0.3284 loss_ce_0: 0.4755 loss_bbox_0: 0.2823 loss_giou_0: 0.5159 loss_ce_1: 0.3701 loss_bbox_1: 0.1929 loss_giou_1: 0.3801 loss_ce_2: 0.3135 loss_bbox_2: 0.1761 loss_giou_2: 0.3559 loss_ce_3: 0.2796 loss_bbox_3: 0.1715 loss_giou_3: 0.344 loss_ce_4: 0.2632 loss_bbox_4: 0.1655 loss_giou_4: 0.3394 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:49] d2.utils.events INFO: eta: 15:19:50 iter: 253199 total_loss: 5.321 loss_ce: 0.2751 loss_bbox: 0.1674 loss_giou: 0.3201 loss_ce_0: 0.5001 loss_bbox_0: 0.295 loss_giou_0: 0.4715 loss_ce_1: 0.3992 loss_bbox_1: 0.203 loss_giou_1: 0.3571 loss_ce_2: 0.3247 loss_bbox_2: 0.1795 loss_giou_2: 0.3301 loss_ce_3: 0.2838 loss_bbox_3: 0.1751 loss_giou_3: 0.3192 loss_ce_4: 0.278 loss_bbox_4: 0.1706 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 09:51:55] d2.utils.events INFO: eta: 15:19:13 iter: 253219 total_loss: 5.41 loss_ce: 0.2442 loss_bbox: 0.1683 loss_giou: 0.3392 loss_ce_0: 0.4592 loss_bbox_0: 0.2858 loss_giou_0: 0.5215 loss_ce_1: 0.3474 loss_bbox_1: 0.1922 loss_giou_1: 0.3821 loss_ce_2: 0.293 loss_bbox_2: 0.1764 loss_giou_2: 0.3605 loss_ce_3: 0.2592 loss_bbox_3: 0.1695 loss_giou_3: 0.352 loss_ce_4: 0.2419 loss_bbox_4: 0.1733 loss_giou_4: 0.345 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:01] d2.utils.events INFO: eta: 15:19:07 iter: 253239 total_loss: 5.558 loss_ce: 0.2827 loss_bbox: 0.1799 loss_giou: 0.3221 loss_ce_0: 0.5005 loss_bbox_0: 0.3148 loss_giou_0: 0.5002 loss_ce_1: 0.3971 loss_bbox_1: 0.2083 loss_giou_1: 0.3665 loss_ce_2: 0.3262 loss_bbox_2: 0.2003 loss_giou_2: 0.34 loss_ce_3: 0.2929 loss_bbox_3: 0.1945 loss_giou_3: 0.3349 loss_ce_4: 0.2837 loss_bbox_4: 0.1917 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:06] d2.utils.events INFO: eta: 15:18:49 iter: 253259 total_loss: 5.345 loss_ce: 0.2854 loss_bbox: 0.1681 loss_giou: 0.322 loss_ce_0: 0.4984 loss_bbox_0: 0.2925 loss_giou_0: 0.5039 loss_ce_1: 0.3899 loss_bbox_1: 0.2052 loss_giou_1: 0.3651 loss_ce_2: 0.3273 loss_bbox_2: 0.1833 loss_giou_2: 0.3448 loss_ce_3: 0.2966 loss_bbox_3: 0.1761 loss_giou_3: 0.329 loss_ce_4: 0.2876 loss_bbox_4: 0.1729 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:12] d2.utils.events INFO: eta: 15:18:29 iter: 253279 total_loss: 5.384 loss_ce: 0.2709 loss_bbox: 0.1749 loss_giou: 0.2955 loss_ce_0: 0.4896 loss_bbox_0: 0.3051 loss_giou_0: 0.4811 loss_ce_1: 0.3827 loss_bbox_1: 0.2094 loss_giou_1: 0.3411 loss_ce_2: 0.3139 loss_bbox_2: 0.1892 loss_giou_2: 0.313 loss_ce_3: 0.2875 loss_bbox_3: 0.1794 loss_giou_3: 0.3028 loss_ce_4: 0.2674 loss_bbox_4: 0.1773 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:18] d2.utils.events INFO: eta: 15:18:07 iter: 253299 total_loss: 5.727 loss_ce: 0.2949 loss_bbox: 0.1995 loss_giou: 0.3351 loss_ce_0: 0.4931 loss_bbox_0: 0.3153 loss_giou_0: 0.53 loss_ce_1: 0.4068 loss_bbox_1: 0.2327 loss_giou_1: 0.3874 loss_ce_2: 0.3337 loss_bbox_2: 0.2132 loss_giou_2: 0.3571 loss_ce_3: 0.3041 loss_bbox_3: 0.2054 loss_giou_3: 0.3435 loss_ce_4: 0.2944 loss_bbox_4: 0.1994 loss_giou_4: 0.336 time: 0.2800 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:23] d2.utils.events INFO: eta: 15:18:03 iter: 253319 total_loss: 5.799 loss_ce: 0.2823 loss_bbox: 0.1765 loss_giou: 0.3346 loss_ce_0: 0.4978 loss_bbox_0: 0.299 loss_giou_0: 0.5535 loss_ce_1: 0.3768 loss_bbox_1: 0.2032 loss_giou_1: 0.4001 loss_ce_2: 0.318 loss_bbox_2: 0.1914 loss_giou_2: 0.3592 loss_ce_3: 0.2948 loss_bbox_3: 0.1807 loss_giou_3: 0.341 loss_ce_4: 0.2802 loss_bbox_4: 0.1765 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:29] d2.utils.events INFO: eta: 15:18:20 iter: 253339 total_loss: 5.187 loss_ce: 0.264 loss_bbox: 0.1706 loss_giou: 0.3104 loss_ce_0: 0.4885 loss_bbox_0: 0.3004 loss_giou_0: 0.5004 loss_ce_1: 0.3693 loss_bbox_1: 0.2019 loss_giou_1: 0.3517 loss_ce_2: 0.3217 loss_bbox_2: 0.1834 loss_giou_2: 0.3324 loss_ce_3: 0.2788 loss_bbox_3: 0.1764 loss_giou_3: 0.3151 loss_ce_4: 0.2695 loss_bbox_4: 0.1715 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:35] d2.utils.events INFO: eta: 15:18:24 iter: 253359 total_loss: 5.647 loss_ce: 0.2845 loss_bbox: 0.1816 loss_giou: 0.3423 loss_ce_0: 0.4959 loss_bbox_0: 0.3157 loss_giou_0: 0.5352 loss_ce_1: 0.3883 loss_bbox_1: 0.2143 loss_giou_1: 0.3987 loss_ce_2: 0.3224 loss_bbox_2: 0.1989 loss_giou_2: 0.3722 loss_ce_3: 0.2794 loss_bbox_3: 0.1898 loss_giou_3: 0.3536 loss_ce_4: 0.2783 loss_bbox_4: 0.1821 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data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:52] d2.utils.events INFO: eta: 15:18:24 iter: 253419 total_loss: 5.427 loss_ce: 0.2632 loss_bbox: 0.186 loss_giou: 0.3207 loss_ce_0: 0.499 loss_bbox_0: 0.3124 loss_giou_0: 0.5102 loss_ce_1: 0.3769 loss_bbox_1: 0.2195 loss_giou_1: 0.3809 loss_ce_2: 0.3116 loss_bbox_2: 0.2022 loss_giou_2: 0.3466 loss_ce_3: 0.2827 loss_bbox_3: 0.1943 loss_giou_3: 0.33 loss_ce_4: 0.2651 loss_bbox_4: 0.1852 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 09:52:57] d2.utils.events INFO: eta: 15:18:13 iter: 253439 total_loss: 5.387 loss_ce: 0.2665 loss_bbox: 0.1762 loss_giou: 0.3321 loss_ce_0: 0.4833 loss_bbox_0: 0.2899 loss_giou_0: 0.522 loss_ce_1: 0.3823 loss_bbox_1: 0.2089 loss_giou_1: 0.3893 loss_ce_2: 0.3108 loss_bbox_2: 0.1933 loss_giou_2: 0.3574 loss_ce_3: 0.2793 loss_bbox_3: 0.1828 loss_giou_3: 0.3453 loss_ce_4: 0.2666 loss_bbox_4: 0.1762 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:03] d2.utils.events INFO: eta: 15:17:46 iter: 253459 total_loss: 5.498 loss_ce: 0.2584 loss_bbox: 0.1879 loss_giou: 0.3235 loss_ce_0: 0.4872 loss_bbox_0: 0.3008 loss_giou_0: 0.4917 loss_ce_1: 0.3768 loss_bbox_1: 0.2157 loss_giou_1: 0.3673 loss_ce_2: 0.3086 loss_bbox_2: 0.1985 loss_giou_2: 0.3405 loss_ce_3: 0.2782 loss_bbox_3: 0.1895 loss_giou_3: 0.3332 loss_ce_4: 0.2675 loss_bbox_4: 0.1899 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:08] d2.utils.events INFO: eta: 15:17:40 iter: 253479 total_loss: 5.736 loss_ce: 0.2978 loss_bbox: 0.1801 loss_giou: 0.3277 loss_ce_0: 0.502 loss_bbox_0: 0.314 loss_giou_0: 0.5044 loss_ce_1: 0.3954 loss_bbox_1: 0.2107 loss_giou_1: 0.3781 loss_ce_2: 0.3301 loss_bbox_2: 0.1941 loss_giou_2: 0.3535 loss_ce_3: 0.2986 loss_bbox_3: 0.1852 loss_giou_3: 0.3439 loss_ce_4: 0.2969 loss_bbox_4: 0.1831 loss_giou_4: 0.3335 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:14] d2.utils.events INFO: eta: 15:17:27 iter: 253499 total_loss: 5.276 loss_ce: 0.2549 loss_bbox: 0.1638 loss_giou: 0.3103 loss_ce_0: 0.4725 loss_bbox_0: 0.2856 loss_giou_0: 0.4968 loss_ce_1: 0.3569 loss_bbox_1: 0.1974 loss_giou_1: 0.3572 loss_ce_2: 0.2972 loss_bbox_2: 0.1801 loss_giou_2: 0.333 loss_ce_3: 0.2734 loss_bbox_3: 0.1717 loss_giou_3: 0.3217 loss_ce_4: 0.2541 loss_bbox_4: 0.1612 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:20] d2.utils.events INFO: eta: 15:17:29 iter: 253519 total_loss: 5.531 loss_ce: 0.2651 loss_bbox: 0.1646 loss_giou: 0.3518 loss_ce_0: 0.4797 loss_bbox_0: 0.313 loss_giou_0: 0.5484 loss_ce_1: 0.377 loss_bbox_1: 0.2088 loss_giou_1: 0.4053 loss_ce_2: 0.3056 loss_bbox_2: 0.1898 loss_giou_2: 0.3814 loss_ce_3: 0.284 loss_bbox_3: 0.1766 loss_giou_3: 0.3633 loss_ce_4: 0.2612 loss_bbox_4: 0.1681 loss_giou_4: 0.3563 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:26] d2.utils.events INFO: eta: 15:17:16 iter: 253539 total_loss: 5.542 loss_ce: 0.2789 loss_bbox: 0.178 loss_giou: 0.3373 loss_ce_0: 0.4965 loss_bbox_0: 0.3186 loss_giou_0: 0.5322 loss_ce_1: 0.3827 loss_bbox_1: 0.2156 loss_giou_1: 0.3912 loss_ce_2: 0.3307 loss_bbox_2: 0.1948 loss_giou_2: 0.3554 loss_ce_3: 0.3057 loss_bbox_3: 0.188 loss_giou_3: 0.3455 loss_ce_4: 0.2794 loss_bbox_4: 0.1822 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:31] d2.utils.events INFO: eta: 15:17:13 iter: 253559 total_loss: 5.667 loss_ce: 0.2901 loss_bbox: 0.1884 loss_giou: 0.3505 loss_ce_0: 0.5151 loss_bbox_0: 0.3241 loss_giou_0: 0.521 loss_ce_1: 0.3972 loss_bbox_1: 0.2242 loss_giou_1: 0.3826 loss_ce_2: 0.3416 loss_bbox_2: 0.2012 loss_giou_2: 0.3626 loss_ce_3: 0.3122 loss_bbox_3: 0.2014 loss_giou_3: 0.3547 loss_ce_4: 0.3034 loss_bbox_4: 0.184 loss_giou_4: 0.3472 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:37] d2.utils.events INFO: eta: 15:16:53 iter: 253579 total_loss: 5.4 loss_ce: 0.2703 loss_bbox: 0.1772 loss_giou: 0.3109 loss_ce_0: 0.4834 loss_bbox_0: 0.2978 loss_giou_0: 0.4782 loss_ce_1: 0.3816 loss_bbox_1: 0.1968 loss_giou_1: 0.3631 loss_ce_2: 0.3186 loss_bbox_2: 0.1923 loss_giou_2: 0.3327 loss_ce_3: 0.2786 loss_bbox_3: 0.1858 loss_giou_3: 0.324 loss_ce_4: 0.2704 loss_bbox_4: 0.1805 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:42] d2.utils.events INFO: eta: 15:16:41 iter: 253599 total_loss: 5.553 loss_ce: 0.2916 loss_bbox: 0.1814 loss_giou: 0.3241 loss_ce_0: 0.4933 loss_bbox_0: 0.3123 loss_giou_0: 0.5194 loss_ce_1: 0.3946 loss_bbox_1: 0.2175 loss_giou_1: 0.3863 loss_ce_2: 0.3343 loss_bbox_2: 0.1977 loss_giou_2: 0.3382 loss_ce_3: 0.3051 loss_bbox_3: 0.1906 loss_giou_3: 0.3334 loss_ce_4: 0.2939 loss_bbox_4: 0.1835 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:48] d2.utils.events INFO: eta: 15:16:33 iter: 253619 total_loss: 5.417 loss_ce: 0.2654 loss_bbox: 0.192 loss_giou: 0.3053 loss_ce_0: 0.4887 loss_bbox_0: 0.3211 loss_giou_0: 0.4721 loss_ce_1: 0.3821 loss_bbox_1: 0.2241 loss_giou_1: 0.342 loss_ce_2: 0.3161 loss_bbox_2: 0.2071 loss_giou_2: 0.3158 loss_ce_3: 0.2756 loss_bbox_3: 0.1978 loss_giou_3: 0.3106 loss_ce_4: 0.2706 loss_bbox_4: 0.1961 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:54] d2.utils.events INFO: eta: 15:16:34 iter: 253639 total_loss: 5.613 loss_ce: 0.2787 loss_bbox: 0.1733 loss_giou: 0.3533 loss_ce_0: 0.4835 loss_bbox_0: 0.3005 loss_giou_0: 0.5512 loss_ce_1: 0.3937 loss_bbox_1: 0.1999 loss_giou_1: 0.4098 loss_ce_2: 0.322 loss_bbox_2: 0.187 loss_giou_2: 0.378 loss_ce_3: 0.2914 loss_bbox_3: 0.1794 loss_giou_3: 0.3718 loss_ce_4: 0.2804 loss_bbox_4: 0.1764 loss_giou_4: 0.3627 time: 0.2800 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/03 09:53:59] d2.utils.events INFO: eta: 15:16:50 iter: 253659 total_loss: 5.662 loss_ce: 0.277 loss_bbox: 0.1747 loss_giou: 0.3502 loss_ce_0: 0.4971 loss_bbox_0: 0.2952 loss_giou_0: 0.5252 loss_ce_1: 0.3873 loss_bbox_1: 0.2046 loss_giou_1: 0.3923 loss_ce_2: 0.3216 loss_bbox_2: 0.1864 loss_giou_2: 0.367 loss_ce_3: 0.2988 loss_bbox_3: 0.181 loss_giou_3: 0.3578 loss_ce_4: 0.2899 loss_bbox_4: 0.1772 loss_giou_4: 0.3489 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:05] d2.utils.events INFO: eta: 15:16:37 iter: 253679 total_loss: 5.298 loss_ce: 0.2714 loss_bbox: 0.1894 loss_giou: 0.3188 loss_ce_0: 0.487 loss_bbox_0: 0.3114 loss_giou_0: 0.4806 loss_ce_1: 0.3768 loss_bbox_1: 0.2247 loss_giou_1: 0.3647 loss_ce_2: 0.3149 loss_bbox_2: 0.2031 loss_giou_2: 0.3339 loss_ce_3: 0.28 loss_bbox_3: 0.2025 loss_giou_3: 0.3337 loss_ce_4: 0.2651 loss_bbox_4: 0.1937 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:11] d2.utils.events INFO: eta: 15:16:47 iter: 253699 total_loss: 5.619 loss_ce: 0.285 loss_bbox: 0.1763 loss_giou: 0.3306 loss_ce_0: 0.4889 loss_bbox_0: 0.2904 loss_giou_0: 0.4973 loss_ce_1: 0.3789 loss_bbox_1: 0.2032 loss_giou_1: 0.3798 loss_ce_2: 0.3298 loss_bbox_2: 0.1881 loss_giou_2: 0.3554 loss_ce_3: 0.3016 loss_bbox_3: 0.1778 loss_giou_3: 0.3427 loss_ce_4: 0.2866 loss_bbox_4: 0.178 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:16] d2.utils.events INFO: eta: 15:16:41 iter: 253719 total_loss: 5.393 loss_ce: 0.2472 loss_bbox: 0.1853 loss_giou: 0.3171 loss_ce_0: 0.4627 loss_bbox_0: 0.3 loss_giou_0: 0.5105 loss_ce_1: 0.3597 loss_bbox_1: 0.2145 loss_giou_1: 0.3559 loss_ce_2: 0.2918 loss_bbox_2: 0.1957 loss_giou_2: 0.3309 loss_ce_3: 0.2645 loss_bbox_3: 0.1845 loss_giou_3: 0.3228 loss_ce_4: 0.2515 loss_bbox_4: 0.1872 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:22] d2.utils.events INFO: eta: 15:16:16 iter: 253739 total_loss: 5.519 loss_ce: 0.2735 loss_bbox: 0.1808 loss_giou: 0.3257 loss_ce_0: 0.4955 loss_bbox_0: 0.2991 loss_giou_0: 0.5008 loss_ce_1: 0.375 loss_bbox_1: 0.2062 loss_giou_1: 0.3773 loss_ce_2: 0.3135 loss_bbox_2: 0.1848 loss_giou_2: 0.3436 loss_ce_3: 0.2885 loss_bbox_3: 0.1808 loss_giou_3: 0.3341 loss_ce_4: 0.2765 loss_bbox_4: 0.1806 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:28] d2.utils.events INFO: eta: 15:16:07 iter: 253759 total_loss: 5.481 loss_ce: 0.2781 loss_bbox: 0.1808 loss_giou: 0.3284 loss_ce_0: 0.492 loss_bbox_0: 0.3002 loss_giou_0: 0.509 loss_ce_1: 0.3821 loss_bbox_1: 0.2119 loss_giou_1: 0.3748 loss_ce_2: 0.3208 loss_bbox_2: 0.1912 loss_giou_2: 0.3466 loss_ce_3: 0.2908 loss_bbox_3: 0.1846 loss_giou_3: 0.3362 loss_ce_4: 0.2768 loss_bbox_4: 0.1831 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:33] d2.utils.events INFO: eta: 15:16:01 iter: 253779 total_loss: 5.336 loss_ce: 0.2588 loss_bbox: 0.1718 loss_giou: 0.3195 loss_ce_0: 0.4975 loss_bbox_0: 0.303 loss_giou_0: 0.4962 loss_ce_1: 0.38 loss_bbox_1: 0.2088 loss_giou_1: 0.3636 loss_ce_2: 0.3109 loss_bbox_2: 0.1785 loss_giou_2: 0.3378 loss_ce_3: 0.2769 loss_bbox_3: 0.1726 loss_giou_3: 0.3273 loss_ce_4: 0.2659 loss_bbox_4: 0.1719 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:39] d2.utils.events INFO: eta: 15:15:56 iter: 253799 total_loss: 5.552 loss_ce: 0.266 loss_bbox: 0.1869 loss_giou: 0.3165 loss_ce_0: 0.4776 loss_bbox_0: 0.3195 loss_giou_0: 0.4842 loss_ce_1: 0.3764 loss_bbox_1: 0.2226 loss_giou_1: 0.3555 loss_ce_2: 0.3035 loss_bbox_2: 0.1989 loss_giou_2: 0.3308 loss_ce_3: 0.2799 loss_bbox_3: 0.1873 loss_giou_3: 0.3235 loss_ce_4: 0.2693 loss_bbox_4: 0.1876 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:45] d2.utils.events INFO: eta: 15:15:19 iter: 253819 total_loss: 5.484 loss_ce: 0.2857 loss_bbox: 0.1954 loss_giou: 0.3392 loss_ce_0: 0.4815 loss_bbox_0: 0.3162 loss_giou_0: 0.4977 loss_ce_1: 0.392 loss_bbox_1: 0.2199 loss_giou_1: 0.3753 loss_ce_2: 0.3317 loss_bbox_2: 0.2085 loss_giou_2: 0.3497 loss_ce_3: 0.3014 loss_bbox_3: 0.204 loss_giou_3: 0.3426 loss_ce_4: 0.2909 loss_bbox_4: 0.1981 loss_giou_4: 0.3379 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:50] d2.utils.events INFO: eta: 15:15:13 iter: 253839 total_loss: 5.362 loss_ce: 0.2659 loss_bbox: 0.1713 loss_giou: 0.3335 loss_ce_0: 0.4779 loss_bbox_0: 0.2947 loss_giou_0: 0.4975 loss_ce_1: 0.3622 loss_bbox_1: 0.2081 loss_giou_1: 0.375 loss_ce_2: 0.3144 loss_bbox_2: 0.1842 loss_giou_2: 0.3517 loss_ce_3: 0.2836 loss_bbox_3: 0.1802 loss_giou_3: 0.3439 loss_ce_4: 0.2735 loss_bbox_4: 0.1766 loss_giou_4: 0.3348 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 09:54:56] d2.utils.events INFO: eta: 15:14:30 iter: 253859 total_loss: 5.477 loss_ce: 0.2766 loss_bbox: 0.1639 loss_giou: 0.318 loss_ce_0: 0.4814 loss_bbox_0: 0.2951 loss_giou_0: 0.4975 loss_ce_1: 0.3767 loss_bbox_1: 0.1981 loss_giou_1: 0.3649 loss_ce_2: 0.3157 loss_bbox_2: 0.1753 loss_giou_2: 0.3315 loss_ce_3: 0.2927 loss_bbox_3: 0.1662 loss_giou_3: 0.3254 loss_ce_4: 0.2803 loss_bbox_4: 0.1685 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:01] d2.utils.events INFO: eta: 15:14:13 iter: 253879 total_loss: 5.626 loss_ce: 0.2759 loss_bbox: 0.1799 loss_giou: 0.3419 loss_ce_0: 0.4975 loss_bbox_0: 0.3065 loss_giou_0: 0.5116 loss_ce_1: 0.3804 loss_bbox_1: 0.2196 loss_giou_1: 0.3858 loss_ce_2: 0.3339 loss_bbox_2: 0.1998 loss_giou_2: 0.3662 loss_ce_3: 0.3037 loss_bbox_3: 0.1909 loss_giou_3: 0.3496 loss_ce_4: 0.2894 loss_bbox_4: 0.1825 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:07] d2.utils.events INFO: eta: 15:14:01 iter: 253899 total_loss: 5.414 loss_ce: 0.2615 loss_bbox: 0.1824 loss_giou: 0.3396 loss_ce_0: 0.4872 loss_bbox_0: 0.2969 loss_giou_0: 0.5038 loss_ce_1: 0.371 loss_bbox_1: 0.2043 loss_giou_1: 0.3758 loss_ce_2: 0.3085 loss_bbox_2: 0.1951 loss_giou_2: 0.3567 loss_ce_3: 0.2895 loss_bbox_3: 0.1882 loss_giou_3: 0.3475 loss_ce_4: 0.2689 loss_bbox_4: 0.1839 loss_giou_4: 0.343 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:13] d2.utils.events INFO: eta: 15:13:37 iter: 253919 total_loss: 5.435 loss_ce: 0.2601 loss_bbox: 0.1583 loss_giou: 0.3249 loss_ce_0: 0.4789 loss_bbox_0: 0.2791 loss_giou_0: 0.5023 loss_ce_1: 0.3701 loss_bbox_1: 0.1893 loss_giou_1: 0.3655 loss_ce_2: 0.3119 loss_bbox_2: 0.1683 loss_giou_2: 0.3371 loss_ce_3: 0.2766 loss_bbox_3: 0.1674 loss_giou_3: 0.3292 loss_ce_4: 0.2633 loss_bbox_4: 0.1619 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:18] d2.utils.events INFO: eta: 15:13:44 iter: 253939 total_loss: 5.826 loss_ce: 0.2951 loss_bbox: 0.1827 loss_giou: 0.3476 loss_ce_0: 0.4853 loss_bbox_0: 0.3175 loss_giou_0: 0.5313 loss_ce_1: 0.3908 loss_bbox_1: 0.2135 loss_giou_1: 0.3913 loss_ce_2: 0.3293 loss_bbox_2: 0.1975 loss_giou_2: 0.3678 loss_ce_3: 0.3046 loss_bbox_3: 0.186 loss_giou_3: 0.3581 loss_ce_4: 0.2987 loss_bbox_4: 0.1848 loss_giou_4: 0.3542 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:24] d2.utils.events INFO: eta: 15:13:26 iter: 253959 total_loss: 5.309 loss_ce: 0.2549 loss_bbox: 0.1779 loss_giou: 0.3268 loss_ce_0: 0.4755 loss_bbox_0: 0.3121 loss_giou_0: 0.4995 loss_ce_1: 0.3508 loss_bbox_1: 0.2173 loss_giou_1: 0.3658 loss_ce_2: 0.2886 loss_bbox_2: 0.194 loss_giou_2: 0.3422 loss_ce_3: 0.2574 loss_bbox_3: 0.1837 loss_giou_3: 0.3354 loss_ce_4: 0.2442 loss_bbox_4: 0.1777 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:30] d2.utils.events INFO: eta: 15:13:00 iter: 253979 total_loss: 5.55 loss_ce: 0.2736 loss_bbox: 0.1882 loss_giou: 0.3292 loss_ce_0: 0.4951 loss_bbox_0: 0.2978 loss_giou_0: 0.5003 loss_ce_1: 0.3832 loss_bbox_1: 0.2084 loss_giou_1: 0.3783 loss_ce_2: 0.3234 loss_bbox_2: 0.1942 loss_giou_2: 0.3512 loss_ce_3: 0.2865 loss_bbox_3: 0.1929 loss_giou_3: 0.3375 loss_ce_4: 0.2709 loss_bbox_4: 0.1929 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:35] d2.utils.events INFO: eta: 15:12:40 iter: 253999 total_loss: 5.371 loss_ce: 0.2543 loss_bbox: 0.1661 loss_giou: 0.3191 loss_ce_0: 0.4849 loss_bbox_0: 0.2963 loss_giou_0: 0.4967 loss_ce_1: 0.365 loss_bbox_1: 0.1998 loss_giou_1: 0.3682 loss_ce_2: 0.3026 loss_bbox_2: 0.178 loss_giou_2: 0.3351 loss_ce_3: 0.2769 loss_bbox_3: 0.1694 loss_giou_3: 0.3267 loss_ce_4: 0.2638 loss_bbox_4: 0.167 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:41] d2.utils.events INFO: eta: 15:12:33 iter: 254019 total_loss: 5.665 loss_ce: 0.2937 loss_bbox: 0.1893 loss_giou: 0.3422 loss_ce_0: 0.5032 loss_bbox_0: 0.3153 loss_giou_0: 0.5334 loss_ce_1: 0.3847 loss_bbox_1: 0.2182 loss_giou_1: 0.3837 loss_ce_2: 0.3226 loss_bbox_2: 0.2026 loss_giou_2: 0.3551 loss_ce_3: 0.306 loss_bbox_3: 0.1934 loss_giou_3: 0.3515 loss_ce_4: 0.2984 loss_bbox_4: 0.1926 loss_giou_4: 0.345 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:47] d2.utils.events INFO: eta: 15:12:29 iter: 254039 total_loss: 5.409 loss_ce: 0.2714 loss_bbox: 0.1764 loss_giou: 0.3281 loss_ce_0: 0.469 loss_bbox_0: 0.2952 loss_giou_0: 0.5122 loss_ce_1: 0.3693 loss_bbox_1: 0.2071 loss_giou_1: 0.3801 loss_ce_2: 0.3079 loss_bbox_2: 0.1853 loss_giou_2: 0.3482 loss_ce_3: 0.2781 loss_bbox_3: 0.1795 loss_giou_3: 0.336 loss_ce_4: 0.2731 loss_bbox_4: 0.1786 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:52] d2.utils.events INFO: eta: 15:12:27 iter: 254059 total_loss: 5.435 loss_ce: 0.2629 loss_bbox: 0.1719 loss_giou: 0.3329 loss_ce_0: 0.4801 loss_bbox_0: 0.29 loss_giou_0: 0.4943 loss_ce_1: 0.3661 loss_bbox_1: 0.2036 loss_giou_1: 0.3601 loss_ce_2: 0.3081 loss_bbox_2: 0.1807 loss_giou_2: 0.3435 loss_ce_3: 0.2764 loss_bbox_3: 0.1748 loss_giou_3: 0.3403 loss_ce_4: 0.2607 loss_bbox_4: 0.1731 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:55:58] d2.utils.events INFO: eta: 15:12:26 iter: 254079 total_loss: 5.553 loss_ce: 0.2869 loss_bbox: 0.1767 loss_giou: 0.3137 loss_ce_0: 0.4893 loss_bbox_0: 0.3043 loss_giou_0: 0.5084 loss_ce_1: 0.3728 loss_bbox_1: 0.2139 loss_giou_1: 0.3728 loss_ce_2: 0.3196 loss_bbox_2: 0.194 loss_giou_2: 0.3336 loss_ce_3: 0.2873 loss_bbox_3: 0.1892 loss_giou_3: 0.3269 loss_ce_4: 0.2832 loss_bbox_4: 0.1833 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:04] d2.utils.events INFO: eta: 15:12:22 iter: 254099 total_loss: 5.479 loss_ce: 0.2745 loss_bbox: 0.1735 loss_giou: 0.3237 loss_ce_0: 0.472 loss_bbox_0: 0.3021 loss_giou_0: 0.4982 loss_ce_1: 0.3806 loss_bbox_1: 0.2034 loss_giou_1: 0.3634 loss_ce_2: 0.3241 loss_bbox_2: 0.1794 loss_giou_2: 0.3418 loss_ce_3: 0.289 loss_bbox_3: 0.1751 loss_giou_3: 0.3336 loss_ce_4: 0.283 loss_bbox_4: 0.1714 loss_giou_4: 0.3306 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:09] d2.utils.events INFO: eta: 15:12:38 iter: 254119 total_loss: 5.424 loss_ce: 0.2489 loss_bbox: 0.1859 loss_giou: 0.3277 loss_ce_0: 0.4752 loss_bbox_0: 0.3065 loss_giou_0: 0.4978 loss_ce_1: 0.3642 loss_bbox_1: 0.2147 loss_giou_1: 0.3685 loss_ce_2: 0.2998 loss_bbox_2: 0.1956 loss_giou_2: 0.3415 loss_ce_3: 0.2585 loss_bbox_3: 0.1898 loss_giou_3: 0.3362 loss_ce_4: 0.2455 loss_bbox_4: 0.1849 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:15] d2.utils.events INFO: eta: 15:12:20 iter: 254139 total_loss: 5.812 loss_ce: 0.2684 loss_bbox: 0.175 loss_giou: 0.3362 loss_ce_0: 0.508 loss_bbox_0: 0.303 loss_giou_0: 0.5122 loss_ce_1: 0.4013 loss_bbox_1: 0.2048 loss_giou_1: 0.3818 loss_ce_2: 0.3335 loss_bbox_2: 0.1882 loss_giou_2: 0.3493 loss_ce_3: 0.2886 loss_bbox_3: 0.1837 loss_giou_3: 0.3449 loss_ce_4: 0.2707 loss_bbox_4: 0.1801 loss_giou_4: 0.338 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:21] d2.utils.events INFO: eta: 15:12:37 iter: 254159 total_loss: 5.651 loss_ce: 0.3016 loss_bbox: 0.1763 loss_giou: 0.3308 loss_ce_0: 0.4917 loss_bbox_0: 0.3037 loss_giou_0: 0.5221 loss_ce_1: 0.4133 loss_bbox_1: 0.2136 loss_giou_1: 0.3794 loss_ce_2: 0.3537 loss_bbox_2: 0.187 loss_giou_2: 0.3472 loss_ce_3: 0.3184 loss_bbox_3: 0.1847 loss_giou_3: 0.3427 loss_ce_4: 0.3051 loss_bbox_4: 0.1794 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:27] d2.utils.events INFO: eta: 15:13:08 iter: 254179 total_loss: 5.633 loss_ce: 0.2933 loss_bbox: 0.1834 loss_giou: 0.3278 loss_ce_0: 0.5036 loss_bbox_0: 0.3051 loss_giou_0: 0.5115 loss_ce_1: 0.3915 loss_bbox_1: 0.2182 loss_giou_1: 0.3812 loss_ce_2: 0.3213 loss_bbox_2: 0.1964 loss_giou_2: 0.3524 loss_ce_3: 0.2981 loss_bbox_3: 0.1873 loss_giou_3: 0.3374 loss_ce_4: 0.2954 loss_bbox_4: 0.1837 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:32] d2.utils.events INFO: eta: 15:13:08 iter: 254199 total_loss: 5.409 loss_ce: 0.2597 loss_bbox: 0.1791 loss_giou: 0.3167 loss_ce_0: 0.4878 loss_bbox_0: 0.287 loss_giou_0: 0.5105 loss_ce_1: 0.3643 loss_bbox_1: 0.2043 loss_giou_1: 0.3591 loss_ce_2: 0.309 loss_bbox_2: 0.1852 loss_giou_2: 0.3338 loss_ce_3: 0.2733 loss_bbox_3: 0.1798 loss_giou_3: 0.3281 loss_ce_4: 0.2615 loss_bbox_4: 0.1783 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:38] d2.utils.events INFO: eta: 15:13:32 iter: 254219 total_loss: 5.401 loss_ce: 0.2694 loss_bbox: 0.1847 loss_giou: 0.338 loss_ce_0: 0.4772 loss_bbox_0: 0.3064 loss_giou_0: 0.5102 loss_ce_1: 0.3709 loss_bbox_1: 0.2208 loss_giou_1: 0.3774 loss_ce_2: 0.3067 loss_bbox_2: 0.2023 loss_giou_2: 0.3495 loss_ce_3: 0.2949 loss_bbox_3: 0.1907 loss_giou_3: 0.3439 loss_ce_4: 0.2696 loss_bbox_4: 0.1879 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:44] d2.utils.events INFO: eta: 15:14:08 iter: 254239 total_loss: 5.343 loss_ce: 0.2673 loss_bbox: 0.1707 loss_giou: 0.3102 loss_ce_0: 0.4619 loss_bbox_0: 0.2824 loss_giou_0: 0.4948 loss_ce_1: 0.3504 loss_bbox_1: 0.2037 loss_giou_1: 0.3494 loss_ce_2: 0.3025 loss_bbox_2: 0.1817 loss_giou_2: 0.329 loss_ce_3: 0.2767 loss_bbox_3: 0.1725 loss_giou_3: 0.3161 loss_ce_4: 0.2687 loss_bbox_4: 0.1696 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:49] d2.utils.events INFO: eta: 15:14:13 iter: 254259 total_loss: 5.604 loss_ce: 0.2741 loss_bbox: 0.1854 loss_giou: 0.3188 loss_ce_0: 0.4762 loss_bbox_0: 0.3031 loss_giou_0: 0.4791 loss_ce_1: 0.3729 loss_bbox_1: 0.2205 loss_giou_1: 0.3724 loss_ce_2: 0.3127 loss_bbox_2: 0.2015 loss_giou_2: 0.3343 loss_ce_3: 0.2953 loss_bbox_3: 0.1919 loss_giou_3: 0.3249 loss_ce_4: 0.2792 loss_bbox_4: 0.1873 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 09:56:55] d2.utils.events INFO: eta: 15:14:02 iter: 254279 total_loss: 5.16 loss_ce: 0.2452 loss_bbox: 0.1641 loss_giou: 0.3198 loss_ce_0: 0.4698 loss_bbox_0: 0.3061 loss_giou_0: 0.4947 loss_ce_1: 0.36 loss_bbox_1: 0.1963 loss_giou_1: 0.3663 loss_ce_2: 0.2927 loss_bbox_2: 0.1736 loss_giou_2: 0.338 loss_ce_3: 0.2519 loss_bbox_3: 0.1683 loss_giou_3: 0.3214 loss_ce_4: 0.2449 loss_bbox_4: 0.1665 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:01] d2.utils.events INFO: eta: 15:13:44 iter: 254299 total_loss: 5.655 loss_ce: 0.2736 loss_bbox: 0.1945 loss_giou: 0.3251 loss_ce_0: 0.4881 loss_bbox_0: 0.3119 loss_giou_0: 0.5063 loss_ce_1: 0.3865 loss_bbox_1: 0.2199 loss_giou_1: 0.3823 loss_ce_2: 0.3257 loss_bbox_2: 0.2102 loss_giou_2: 0.345 loss_ce_3: 0.2794 loss_bbox_3: 0.1915 loss_giou_3: 0.3364 loss_ce_4: 0.2708 loss_bbox_4: 0.1919 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:06] d2.utils.events INFO: eta: 15:13:38 iter: 254319 total_loss: 5.605 loss_ce: 0.2957 loss_bbox: 0.1705 loss_giou: 0.337 loss_ce_0: 0.4896 loss_bbox_0: 0.3008 loss_giou_0: 0.5159 loss_ce_1: 0.3937 loss_bbox_1: 0.2003 loss_giou_1: 0.3852 loss_ce_2: 0.3352 loss_bbox_2: 0.1794 loss_giou_2: 0.3524 loss_ce_3: 0.3001 loss_bbox_3: 0.1802 loss_giou_3: 0.3413 loss_ce_4: 0.2881 loss_bbox_4: 0.1731 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:12] d2.utils.events INFO: eta: 15:13:53 iter: 254339 total_loss: 5.247 loss_ce: 0.2622 loss_bbox: 0.158 loss_giou: 0.3021 loss_ce_0: 0.4786 loss_bbox_0: 0.2942 loss_giou_0: 0.466 loss_ce_1: 0.3647 loss_bbox_1: 0.1913 loss_giou_1: 0.3438 loss_ce_2: 0.3141 loss_bbox_2: 0.17 loss_giou_2: 0.3214 loss_ce_3: 0.2872 loss_bbox_3: 0.1667 loss_giou_3: 0.3141 loss_ce_4: 0.2648 loss_bbox_4: 0.1627 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:18] d2.utils.events INFO: eta: 15:13:43 iter: 254359 total_loss: 5.288 loss_ce: 0.2703 loss_bbox: 0.1649 loss_giou: 0.3163 loss_ce_0: 0.4788 loss_bbox_0: 0.2971 loss_giou_0: 0.4784 loss_ce_1: 0.3753 loss_bbox_1: 0.2095 loss_giou_1: 0.3672 loss_ce_2: 0.3154 loss_bbox_2: 0.1869 loss_giou_2: 0.3376 loss_ce_3: 0.2911 loss_bbox_3: 0.1789 loss_giou_3: 0.324 loss_ce_4: 0.2697 loss_bbox_4: 0.1688 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:23] d2.utils.events INFO: eta: 15:13:46 iter: 254379 total_loss: 5.581 loss_ce: 0.2719 loss_bbox: 0.1856 loss_giou: 0.3394 loss_ce_0: 0.4912 loss_bbox_0: 0.3067 loss_giou_0: 0.511 loss_ce_1: 0.3673 loss_bbox_1: 0.2139 loss_giou_1: 0.3874 loss_ce_2: 0.3046 loss_bbox_2: 0.1996 loss_giou_2: 0.3558 loss_ce_3: 0.2809 loss_bbox_3: 0.189 loss_giou_3: 0.3492 loss_ce_4: 0.2682 loss_bbox_4: 0.1871 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:29] d2.utils.events INFO: eta: 15:13:46 iter: 254399 total_loss: 5.65 loss_ce: 0.2929 loss_bbox: 0.1777 loss_giou: 0.3187 loss_ce_0: 0.4924 loss_bbox_0: 0.293 loss_giou_0: 0.5342 loss_ce_1: 0.3968 loss_bbox_1: 0.21 loss_giou_1: 0.3881 loss_ce_2: 0.3283 loss_bbox_2: 0.1857 loss_giou_2: 0.3423 loss_ce_3: 0.302 loss_bbox_3: 0.1828 loss_giou_3: 0.3277 loss_ce_4: 0.2872 loss_bbox_4: 0.18 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:35] d2.utils.events INFO: eta: 15:13:45 iter: 254419 total_loss: 5.617 loss_ce: 0.2827 loss_bbox: 0.1822 loss_giou: 0.3366 loss_ce_0: 0.5007 loss_bbox_0: 0.2956 loss_giou_0: 0.5071 loss_ce_1: 0.3828 loss_bbox_1: 0.2083 loss_giou_1: 0.3783 loss_ce_2: 0.3317 loss_bbox_2: 0.1897 loss_giou_2: 0.3584 loss_ce_3: 0.2947 loss_bbox_3: 0.1861 loss_giou_3: 0.3471 loss_ce_4: 0.2902 loss_bbox_4: 0.1844 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:40] d2.utils.events INFO: eta: 15:13:42 iter: 254439 total_loss: 5.476 loss_ce: 0.2932 loss_bbox: 0.1743 loss_giou: 0.3261 loss_ce_0: 0.4971 loss_bbox_0: 0.2896 loss_giou_0: 0.4824 loss_ce_1: 0.3833 loss_bbox_1: 0.2062 loss_giou_1: 0.366 loss_ce_2: 0.3279 loss_bbox_2: 0.1856 loss_giou_2: 0.3434 loss_ce_3: 0.3056 loss_bbox_3: 0.1807 loss_giou_3: 0.3334 loss_ce_4: 0.2955 loss_bbox_4: 0.1778 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:46] d2.utils.events INFO: eta: 15:14:07 iter: 254459 total_loss: 5.505 loss_ce: 0.2803 loss_bbox: 0.1815 loss_giou: 0.3332 loss_ce_0: 0.4784 loss_bbox_0: 0.2961 loss_giou_0: 0.5159 loss_ce_1: 0.3779 loss_bbox_1: 0.2091 loss_giou_1: 0.3836 loss_ce_2: 0.3206 loss_bbox_2: 0.1947 loss_giou_2: 0.3518 loss_ce_3: 0.2869 loss_bbox_3: 0.1896 loss_giou_3: 0.3436 loss_ce_4: 0.2759 loss_bbox_4: 0.1843 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:52] d2.utils.events INFO: eta: 15:14:13 iter: 254479 total_loss: 5.686 loss_ce: 0.2709 loss_bbox: 0.1641 loss_giou: 0.3478 loss_ce_0: 0.485 loss_bbox_0: 0.2988 loss_giou_0: 0.5336 loss_ce_1: 0.3709 loss_bbox_1: 0.2001 loss_giou_1: 0.391 loss_ce_2: 0.3188 loss_bbox_2: 0.1823 loss_giou_2: 0.3669 loss_ce_3: 0.285 loss_bbox_3: 0.171 loss_giou_3: 0.3681 loss_ce_4: 0.2725 loss_bbox_4: 0.1696 loss_giou_4: 0.3604 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 09:57:57] d2.utils.events INFO: eta: 15:14:18 iter: 254499 total_loss: 5.411 loss_ce: 0.2704 loss_bbox: 0.1714 loss_giou: 0.3212 loss_ce_0: 0.4711 loss_bbox_0: 0.2957 loss_giou_0: 0.5134 loss_ce_1: 0.3524 loss_bbox_1: 0.2061 loss_giou_1: 0.372 loss_ce_2: 0.2992 loss_bbox_2: 0.1839 loss_giou_2: 0.3335 loss_ce_3: 0.2846 loss_bbox_3: 0.1789 loss_giou_3: 0.3257 loss_ce_4: 0.267 loss_bbox_4: 0.1717 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 09:58:03] d2.utils.events INFO: eta: 15:14:06 iter: 254519 total_loss: 5.803 loss_ce: 0.2997 loss_bbox: 0.1739 loss_giou: 0.349 loss_ce_0: 0.5014 loss_bbox_0: 0.2869 loss_giou_0: 0.546 loss_ce_1: 0.3999 loss_bbox_1: 0.2008 loss_giou_1: 0.4063 loss_ce_2: 0.3425 loss_bbox_2: 0.1843 loss_giou_2: 0.3744 loss_ce_3: 0.3155 loss_bbox_3: 0.1796 loss_giou_3: 0.3626 loss_ce_4: 0.305 loss_bbox_4: 0.178 loss_giou_4: 0.3565 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 09:58:09] d2.utils.events INFO: eta: 15:14:00 iter: 254539 total_loss: 5.614 loss_ce: 0.2927 loss_bbox: 0.1743 loss_giou: 0.3276 loss_ce_0: 0.5126 loss_bbox_0: 0.3009 loss_giou_0: 0.5186 loss_ce_1: 0.3906 loss_bbox_1: 0.2162 loss_giou_1: 0.3768 loss_ce_2: 0.3428 loss_bbox_2: 0.1891 loss_giou_2: 0.3394 loss_ce_3: 0.3161 loss_bbox_3: 0.1792 loss_giou_3: 0.3285 loss_ce_4: 0.302 loss_bbox_4: 0.1743 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 09:58:14] d2.utils.events INFO: eta: 15:14:07 iter: 254559 total_loss: 5.616 loss_ce: 0.2831 loss_bbox: 0.1875 loss_giou: 0.3442 loss_ce_0: 0.4894 loss_bbox_0: 0.3055 loss_giou_0: 0.4777 loss_ce_1: 0.3836 loss_bbox_1: 0.2193 loss_giou_1: 0.3713 loss_ce_2: 0.3206 loss_bbox_2: 0.2008 loss_giou_2: 0.3531 loss_ce_3: 0.2945 loss_bbox_3: 0.1958 loss_giou_3: 0.3499 loss_ce_4: 0.2868 loss_bbox_4: 0.1877 loss_giou_4: 0.3478 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 09:58:20] d2.utils.events INFO: eta: 15:14:57 iter: 254579 total_loss: 5.345 loss_ce: 0.2683 loss_bbox: 0.1826 loss_giou: 0.3084 loss_ce_0: 0.4759 loss_bbox_0: 0.3115 loss_giou_0: 0.4738 loss_ce_1: 0.3759 loss_bbox_1: 0.216 loss_giou_1: 0.3496 loss_ce_2: 0.312 loss_bbox_2: 0.1944 loss_giou_2: 0.3295 loss_ce_3: 0.2787 loss_bbox_3: 0.1903 loss_giou_3: 0.3188 loss_ce_4: 0.2661 loss_bbox_4: 0.1842 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 09:58:26] d2.utils.events INFO: eta: 15:15:19 iter: 254599 total_loss: 5.359 loss_ce: 0.2686 loss_bbox: 0.168 loss_giou: 0.3194 loss_ce_0: 0.4632 loss_bbox_0: 0.3012 loss_giou_0: 0.4811 loss_ce_1: 0.3711 loss_bbox_1: 0.2065 loss_giou_1: 0.3502 loss_ce_2: 0.2998 loss_bbox_2: 0.1827 loss_giou_2: 0.3323 loss_ce_3: 0.2708 loss_bbox_3: 0.1753 loss_giou_3: 0.3226 loss_ce_4: 0.2672 loss_bbox_4: 0.1703 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max_mem: 5427M [11/03 09:58:54] d2.utils.events INFO: eta: 15:15:38 iter: 254699 total_loss: 5.307 loss_ce: 0.2554 loss_bbox: 0.1761 loss_giou: 0.2985 loss_ce_0: 0.4835 loss_bbox_0: 0.3066 loss_giou_0: 0.4868 loss_ce_1: 0.3656 loss_bbox_1: 0.2125 loss_giou_1: 0.3555 loss_ce_2: 0.3062 loss_bbox_2: 0.1931 loss_giou_2: 0.3243 loss_ce_3: 0.2722 loss_bbox_3: 0.1782 loss_giou_3: 0.3178 loss_ce_4: 0.2609 loss_bbox_4: 0.1781 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:00] d2.utils.events INFO: eta: 15:15:32 iter: 254719 total_loss: 5.586 loss_ce: 0.2802 loss_bbox: 0.1897 loss_giou: 0.3485 loss_ce_0: 0.4908 loss_bbox_0: 0.3143 loss_giou_0: 0.5353 loss_ce_1: 0.3758 loss_bbox_1: 0.2197 loss_giou_1: 0.4035 loss_ce_2: 0.3141 loss_bbox_2: 0.2014 loss_giou_2: 0.3641 loss_ce_3: 0.2875 loss_bbox_3: 0.1977 loss_giou_3: 0.3548 loss_ce_4: 0.2831 loss_bbox_4: 0.1925 loss_giou_4: 0.3517 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:06] d2.utils.events INFO: eta: 15:15:46 iter: 254739 total_loss: 5.593 loss_ce: 0.2575 loss_bbox: 0.1878 loss_giou: 0.3396 loss_ce_0: 0.4906 loss_bbox_0: 0.3055 loss_giou_0: 0.5166 loss_ce_1: 0.3802 loss_bbox_1: 0.2148 loss_giou_1: 0.3814 loss_ce_2: 0.3061 loss_bbox_2: 0.1933 loss_giou_2: 0.3564 loss_ce_3: 0.2854 loss_bbox_3: 0.1889 loss_giou_3: 0.35 loss_ce_4: 0.2601 loss_bbox_4: 0.1819 loss_giou_4: 0.344 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:11] d2.utils.events INFO: eta: 15:16:19 iter: 254759 total_loss: 5.748 loss_ce: 0.2872 loss_bbox: 0.1803 loss_giou: 0.3493 loss_ce_0: 0.4952 loss_bbox_0: 0.3035 loss_giou_0: 0.5224 loss_ce_1: 0.3816 loss_bbox_1: 0.2175 loss_giou_1: 0.3917 loss_ce_2: 0.3255 loss_bbox_2: 0.1905 loss_giou_2: 0.3643 loss_ce_3: 0.2922 loss_bbox_3: 0.1813 loss_giou_3: 0.3551 loss_ce_4: 0.2895 loss_bbox_4: 0.1788 loss_giou_4: 0.3533 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:17] d2.utils.events INFO: eta: 15:16:10 iter: 254779 total_loss: 5.477 loss_ce: 0.2803 loss_bbox: 0.1734 loss_giou: 0.3286 loss_ce_0: 0.4772 loss_bbox_0: 0.2881 loss_giou_0: 0.4979 loss_ce_1: 0.3752 loss_bbox_1: 0.2037 loss_giou_1: 0.3712 loss_ce_2: 0.3191 loss_bbox_2: 0.182 loss_giou_2: 0.3398 loss_ce_3: 0.2894 loss_bbox_3: 0.1778 loss_giou_3: 0.33 loss_ce_4: 0.2791 loss_bbox_4: 0.1725 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:23] d2.utils.events INFO: eta: 15:16:07 iter: 254799 total_loss: 5.546 loss_ce: 0.2687 loss_bbox: 0.1774 loss_giou: 0.3404 loss_ce_0: 0.4749 loss_bbox_0: 0.2951 loss_giou_0: 0.5484 loss_ce_1: 0.3745 loss_bbox_1: 0.2084 loss_giou_1: 0.3942 loss_ce_2: 0.3267 loss_bbox_2: 0.1861 loss_giou_2: 0.3624 loss_ce_3: 0.2837 loss_bbox_3: 0.177 loss_giou_3: 0.3569 loss_ce_4: 0.2712 loss_bbox_4: 0.1771 loss_giou_4: 0.3471 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:29] d2.utils.events INFO: eta: 15:16:13 iter: 254819 total_loss: 5.123 loss_ce: 0.244 loss_bbox: 0.1694 loss_giou: 0.3074 loss_ce_0: 0.4669 loss_bbox_0: 0.2907 loss_giou_0: 0.4745 loss_ce_1: 0.3613 loss_bbox_1: 0.1983 loss_giou_1: 0.3525 loss_ce_2: 0.2933 loss_bbox_2: 0.1754 loss_giou_2: 0.3275 loss_ce_3: 0.2669 loss_bbox_3: 0.1735 loss_giou_3: 0.319 loss_ce_4: 0.2506 loss_bbox_4: 0.1721 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:34] d2.utils.events INFO: eta: 15:16:30 iter: 254839 total_loss: 5.24 loss_ce: 0.2669 loss_bbox: 0.1784 loss_giou: 0.3186 loss_ce_0: 0.4729 loss_bbox_0: 0.3006 loss_giou_0: 0.4936 loss_ce_1: 0.3664 loss_bbox_1: 0.2019 loss_giou_1: 0.363 loss_ce_2: 0.2999 loss_bbox_2: 0.1932 loss_giou_2: 0.3359 loss_ce_3: 0.2728 loss_bbox_3: 0.1799 loss_giou_3: 0.3239 loss_ce_4: 0.2671 loss_bbox_4: 0.1743 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:40] d2.utils.events INFO: eta: 15:16:21 iter: 254859 total_loss: 5.726 loss_ce: 0.2774 loss_bbox: 0.1846 loss_giou: 0.3555 loss_ce_0: 0.4998 loss_bbox_0: 0.3062 loss_giou_0: 0.5148 loss_ce_1: 0.3842 loss_bbox_1: 0.2201 loss_giou_1: 0.3971 loss_ce_2: 0.3174 loss_bbox_2: 0.2015 loss_giou_2: 0.3722 loss_ce_3: 0.2857 loss_bbox_3: 0.1899 loss_giou_3: 0.3621 loss_ce_4: 0.282 loss_bbox_4: 0.186 loss_giou_4: 0.3602 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:46] d2.utils.events INFO: eta: 15:16:16 iter: 254879 total_loss: 5.784 loss_ce: 0.2761 loss_bbox: 0.1952 loss_giou: 0.3452 loss_ce_0: 0.5088 loss_bbox_0: 0.3145 loss_giou_0: 0.528 loss_ce_1: 0.3954 loss_bbox_1: 0.2267 loss_giou_1: 0.4082 loss_ce_2: 0.3301 loss_bbox_2: 0.2167 loss_giou_2: 0.3733 loss_ce_3: 0.2945 loss_bbox_3: 0.2045 loss_giou_3: 0.3555 loss_ce_4: 0.2814 loss_bbox_4: 0.1975 loss_giou_4: 0.3453 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:51] d2.utils.events INFO: eta: 15:16:13 iter: 254899 total_loss: 5.599 loss_ce: 0.2538 loss_bbox: 0.1881 loss_giou: 0.3329 loss_ce_0: 0.4752 loss_bbox_0: 0.3187 loss_giou_0: 0.4936 loss_ce_1: 0.3719 loss_bbox_1: 0.2119 loss_giou_1: 0.3719 loss_ce_2: 0.3063 loss_bbox_2: 0.2033 loss_giou_2: 0.3481 loss_ce_3: 0.2713 loss_bbox_3: 0.1916 loss_giou_3: 0.3447 loss_ce_4: 0.2575 loss_bbox_4: 0.1929 loss_giou_4: 0.3369 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 09:59:57] d2.utils.events INFO: eta: 15:16:12 iter: 254919 total_loss: 5.517 loss_ce: 0.2737 loss_bbox: 0.1717 loss_giou: 0.3214 loss_ce_0: 0.484 loss_bbox_0: 0.3078 loss_giou_0: 0.498 loss_ce_1: 0.3852 loss_bbox_1: 0.2106 loss_giou_1: 0.3666 loss_ce_2: 0.3188 loss_bbox_2: 0.1867 loss_giou_2: 0.3377 loss_ce_3: 0.2917 loss_bbox_3: 0.1798 loss_giou_3: 0.33 loss_ce_4: 0.2814 loss_bbox_4: 0.1771 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:02] d2.utils.events INFO: eta: 15:15:48 iter: 254939 total_loss: 5.754 loss_ce: 0.2702 loss_bbox: 0.1822 loss_giou: 0.3254 loss_ce_0: 0.5072 loss_bbox_0: 0.2974 loss_giou_0: 0.4852 loss_ce_1: 0.3859 loss_bbox_1: 0.206 loss_giou_1: 0.362 loss_ce_2: 0.3303 loss_bbox_2: 0.1983 loss_giou_2: 0.3461 loss_ce_3: 0.2934 loss_bbox_3: 0.1868 loss_giou_3: 0.3385 loss_ce_4: 0.2715 loss_bbox_4: 0.1814 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:08] d2.utils.events INFO: eta: 15:15:43 iter: 254959 total_loss: 5.39 loss_ce: 0.2567 loss_bbox: 0.1819 loss_giou: 0.3132 loss_ce_0: 0.4771 loss_bbox_0: 0.3073 loss_giou_0: 0.4771 loss_ce_1: 0.3658 loss_bbox_1: 0.217 loss_giou_1: 0.3566 loss_ce_2: 0.2973 loss_bbox_2: 0.1937 loss_giou_2: 0.3343 loss_ce_3: 0.2691 loss_bbox_3: 0.1872 loss_giou_3: 0.3216 loss_ce_4: 0.2567 loss_bbox_4: 0.1827 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:14] d2.utils.events INFO: eta: 15:15:37 iter: 254979 total_loss: 5.415 loss_ce: 0.2565 loss_bbox: 0.1845 loss_giou: 0.3222 loss_ce_0: 0.4752 loss_bbox_0: 0.3054 loss_giou_0: 0.5003 loss_ce_1: 0.3653 loss_bbox_1: 0.2156 loss_giou_1: 0.3726 loss_ce_2: 0.3102 loss_bbox_2: 0.1963 loss_giou_2: 0.3385 loss_ce_3: 0.2696 loss_bbox_3: 0.1874 loss_giou_3: 0.3291 loss_ce_4: 0.2583 loss_bbox_4: 0.1858 loss_giou_4: 0.3252 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:19] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0254999.pth [11/03 10:00:21] d2.utils.events INFO: eta: 15:15:25 iter: 254999 total_loss: 5.567 loss_ce: 0.2737 loss_bbox: 0.1719 loss_giou: 0.3252 loss_ce_0: 0.4861 loss_bbox_0: 0.3004 loss_giou_0: 0.5141 loss_ce_1: 0.3695 loss_bbox_1: 0.2061 loss_giou_1: 0.3763 loss_ce_2: 0.311 loss_bbox_2: 0.1824 loss_giou_2: 0.3453 loss_ce_3: 0.2807 loss_bbox_3: 0.1779 loss_giou_3: 0.3388 loss_ce_4: 0.2649 loss_bbox_4: 0.1726 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:27] d2.utils.events INFO: eta: 15:15:05 iter: 255019 total_loss: 5.543 loss_ce: 0.2706 loss_bbox: 0.1789 loss_giou: 0.3206 loss_ce_0: 0.4831 loss_bbox_0: 0.2997 loss_giou_0: 0.5047 loss_ce_1: 0.3783 loss_bbox_1: 0.2079 loss_giou_1: 0.3685 loss_ce_2: 0.3151 loss_bbox_2: 0.1933 loss_giou_2: 0.3435 loss_ce_3: 0.2817 loss_bbox_3: 0.1801 loss_giou_3: 0.328 loss_ce_4: 0.2707 loss_bbox_4: 0.1757 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:33] d2.utils.events INFO: eta: 15:14:46 iter: 255039 total_loss: 5.124 loss_ce: 0.2592 loss_bbox: 0.1601 loss_giou: 0.3228 loss_ce_0: 0.459 loss_bbox_0: 0.2815 loss_giou_0: 0.4986 loss_ce_1: 0.3646 loss_bbox_1: 0.2021 loss_giou_1: 0.3721 loss_ce_2: 0.2979 loss_bbox_2: 0.1716 loss_giou_2: 0.349 loss_ce_3: 0.2582 loss_bbox_3: 0.1682 loss_giou_3: 0.3304 loss_ce_4: 0.26 loss_bbox_4: 0.1649 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:38] d2.utils.events INFO: eta: 15:14:20 iter: 255059 total_loss: 5.569 loss_ce: 0.287 loss_bbox: 0.1855 loss_giou: 0.3325 loss_ce_0: 0.5003 loss_bbox_0: 0.3221 loss_giou_0: 0.5294 loss_ce_1: 0.3731 loss_bbox_1: 0.2271 loss_giou_1: 0.3846 loss_ce_2: 0.3161 loss_bbox_2: 0.1995 loss_giou_2: 0.3562 loss_ce_3: 0.2953 loss_bbox_3: 0.192 loss_giou_3: 0.3442 loss_ce_4: 0.2881 loss_bbox_4: 0.1885 loss_giou_4: 0.3361 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:44] d2.utils.events INFO: eta: 15:13:56 iter: 255079 total_loss: 5.654 loss_ce: 0.2792 loss_bbox: 0.1752 loss_giou: 0.3235 loss_ce_0: 0.4971 loss_bbox_0: 0.3092 loss_giou_0: 0.5151 loss_ce_1: 0.3817 loss_bbox_1: 0.2069 loss_giou_1: 0.3851 loss_ce_2: 0.3188 loss_bbox_2: 0.1867 loss_giou_2: 0.3489 loss_ce_3: 0.2873 loss_bbox_3: 0.1882 loss_giou_3: 0.3318 loss_ce_4: 0.2797 loss_bbox_4: 0.1752 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:50] d2.utils.events INFO: eta: 15:13:57 iter: 255099 total_loss: 5.403 loss_ce: 0.2769 loss_bbox: 0.1798 loss_giou: 0.3087 loss_ce_0: 0.4717 loss_bbox_0: 0.3047 loss_giou_0: 0.4717 loss_ce_1: 0.3771 loss_bbox_1: 0.2104 loss_giou_1: 0.3612 loss_ce_2: 0.3112 loss_bbox_2: 0.1946 loss_giou_2: 0.3292 loss_ce_3: 0.2907 loss_bbox_3: 0.1864 loss_giou_3: 0.3141 loss_ce_4: 0.2757 loss_bbox_4: 0.1828 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 10:00:55] d2.utils.events INFO: eta: 15:13:42 iter: 255119 total_loss: 5.419 loss_ce: 0.2691 loss_bbox: 0.1779 loss_giou: 0.3209 loss_ce_0: 0.4853 loss_bbox_0: 0.3057 loss_giou_0: 0.4754 loss_ce_1: 0.3873 loss_bbox_1: 0.2113 loss_giou_1: 0.3544 loss_ce_2: 0.3238 loss_bbox_2: 0.1894 loss_giou_2: 0.3333 loss_ce_3: 0.2821 loss_bbox_3: 0.1852 loss_giou_3: 0.3274 loss_ce_4: 0.2739 loss_bbox_4: 0.181 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:01] d2.utils.events INFO: eta: 15:13:31 iter: 255139 total_loss: 5.432 loss_ce: 0.2732 loss_bbox: 0.1792 loss_giou: 0.305 loss_ce_0: 0.4945 loss_bbox_0: 0.3114 loss_giou_0: 0.4758 loss_ce_1: 0.3909 loss_bbox_1: 0.2153 loss_giou_1: 0.3494 loss_ce_2: 0.3193 loss_bbox_2: 0.197 loss_giou_2: 0.3232 loss_ce_3: 0.2791 loss_bbox_3: 0.1812 loss_giou_3: 0.3096 loss_ce_4: 0.2704 loss_bbox_4: 0.1793 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:07] d2.utils.events INFO: eta: 15:13:17 iter: 255159 total_loss: 5.684 loss_ce: 0.2956 loss_bbox: 0.1744 loss_giou: 0.3372 loss_ce_0: 0.5052 loss_bbox_0: 0.3033 loss_giou_0: 0.4988 loss_ce_1: 0.4059 loss_bbox_1: 0.2175 loss_giou_1: 0.375 loss_ce_2: 0.3455 loss_bbox_2: 0.1896 loss_giou_2: 0.3499 loss_ce_3: 0.3151 loss_bbox_3: 0.1854 loss_giou_3: 0.3491 loss_ce_4: 0.3051 loss_bbox_4: 0.1799 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:12] d2.utils.events INFO: eta: 15:13:06 iter: 255179 total_loss: 5.477 loss_ce: 0.2715 loss_bbox: 0.1697 loss_giou: 0.3341 loss_ce_0: 0.4818 loss_bbox_0: 0.2867 loss_giou_0: 0.5029 loss_ce_1: 0.3614 loss_bbox_1: 0.1955 loss_giou_1: 0.3737 loss_ce_2: 0.3019 loss_bbox_2: 0.187 loss_giou_2: 0.3508 loss_ce_3: 0.2804 loss_bbox_3: 0.1784 loss_giou_3: 0.3439 loss_ce_4: 0.2806 loss_bbox_4: 0.1769 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:18] d2.utils.events INFO: eta: 15:12:52 iter: 255199 total_loss: 5.645 loss_ce: 0.2699 loss_bbox: 0.1838 loss_giou: 0.3498 loss_ce_0: 0.4815 loss_bbox_0: 0.3005 loss_giou_0: 0.5477 loss_ce_1: 0.3702 loss_bbox_1: 0.2112 loss_giou_1: 0.3951 loss_ce_2: 0.3232 loss_bbox_2: 0.1886 loss_giou_2: 0.3571 loss_ce_3: 0.2834 loss_bbox_3: 0.184 loss_giou_3: 0.3596 loss_ce_4: 0.2708 loss_bbox_4: 0.1835 loss_giou_4: 0.3509 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:24] d2.utils.events INFO: eta: 15:12:40 iter: 255219 total_loss: 5.627 loss_ce: 0.2579 loss_bbox: 0.1806 loss_giou: 0.3224 loss_ce_0: 0.4678 loss_bbox_0: 0.3061 loss_giou_0: 0.5001 loss_ce_1: 0.3658 loss_bbox_1: 0.2148 loss_giou_1: 0.3679 loss_ce_2: 0.3088 loss_bbox_2: 0.1905 loss_giou_2: 0.3437 loss_ce_3: 0.277 loss_bbox_3: 0.1836 loss_giou_3: 0.3323 loss_ce_4: 0.26 loss_bbox_4: 0.1818 loss_giou_4: 0.3288 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:29] d2.utils.events INFO: eta: 15:12:30 iter: 255239 total_loss: 5.376 loss_ce: 0.2713 loss_bbox: 0.1886 loss_giou: 0.2998 loss_ce_0: 0.475 loss_bbox_0: 0.2958 loss_giou_0: 0.4642 loss_ce_1: 0.3652 loss_bbox_1: 0.2158 loss_giou_1: 0.3439 loss_ce_2: 0.3075 loss_bbox_2: 0.1983 loss_giou_2: 0.3177 loss_ce_3: 0.2871 loss_bbox_3: 0.1945 loss_giou_3: 0.3062 loss_ce_4: 0.2718 loss_bbox_4: 0.1903 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:35] d2.utils.events INFO: eta: 15:12:32 iter: 255259 total_loss: 5.347 loss_ce: 0.2665 loss_bbox: 0.1775 loss_giou: 0.316 loss_ce_0: 0.4938 loss_bbox_0: 0.31 loss_giou_0: 0.5003 loss_ce_1: 0.3788 loss_bbox_1: 0.2116 loss_giou_1: 0.3618 loss_ce_2: 0.3157 loss_bbox_2: 0.1928 loss_giou_2: 0.3368 loss_ce_3: 0.2758 loss_bbox_3: 0.1818 loss_giou_3: 0.3252 loss_ce_4: 0.2706 loss_bbox_4: 0.1753 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:41] d2.utils.events INFO: eta: 15:12:41 iter: 255279 total_loss: 5.606 loss_ce: 0.2761 loss_bbox: 0.1774 loss_giou: 0.3277 loss_ce_0: 0.4751 loss_bbox_0: 0.3106 loss_giou_0: 0.5067 loss_ce_1: 0.3717 loss_bbox_1: 0.2021 loss_giou_1: 0.382 loss_ce_2: 0.3203 loss_bbox_2: 0.1963 loss_giou_2: 0.3535 loss_ce_3: 0.2807 loss_bbox_3: 0.1874 loss_giou_3: 0.3396 loss_ce_4: 0.2738 loss_bbox_4: 0.1838 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:46] d2.utils.events INFO: eta: 15:12:41 iter: 255299 total_loss: 5.289 loss_ce: 0.2739 loss_bbox: 0.1867 loss_giou: 0.3042 loss_ce_0: 0.4962 loss_bbox_0: 0.3157 loss_giou_0: 0.493 loss_ce_1: 0.3827 loss_bbox_1: 0.2191 loss_giou_1: 0.3456 loss_ce_2: 0.32 loss_bbox_2: 0.1975 loss_giou_2: 0.3197 loss_ce_3: 0.2887 loss_bbox_3: 0.1874 loss_giou_3: 0.3076 loss_ce_4: 0.2801 loss_bbox_4: 0.1846 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:52] d2.utils.events INFO: eta: 15:12:32 iter: 255319 total_loss: 5.554 loss_ce: 0.2836 loss_bbox: 0.1916 loss_giou: 0.3292 loss_ce_0: 0.4887 loss_bbox_0: 0.3215 loss_giou_0: 0.5103 loss_ce_1: 0.3743 loss_bbox_1: 0.2266 loss_giou_1: 0.3733 loss_ce_2: 0.3157 loss_bbox_2: 0.2038 loss_giou_2: 0.348 loss_ce_3: 0.2987 loss_bbox_3: 0.1939 loss_giou_3: 0.3325 loss_ce_4: 0.2883 loss_bbox_4: 0.1906 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 10:01:58] d2.utils.events INFO: eta: 15:12:21 iter: 255339 total_loss: 5.655 loss_ce: 0.2798 loss_bbox: 0.1843 loss_giou: 0.3263 loss_ce_0: 0.49 loss_bbox_0: 0.3083 loss_giou_0: 0.5153 loss_ce_1: 0.3887 loss_bbox_1: 0.2159 loss_giou_1: 0.3756 loss_ce_2: 0.3187 loss_bbox_2: 0.2053 loss_giou_2: 0.3528 loss_ce_3: 0.2872 loss_bbox_3: 0.193 loss_giou_3: 0.3366 loss_ce_4: 0.2832 loss_bbox_4: 0.187 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:03] d2.utils.events INFO: eta: 15:12:13 iter: 255359 total_loss: 5.499 loss_ce: 0.2565 loss_bbox: 0.1779 loss_giou: 0.341 loss_ce_0: 0.4943 loss_bbox_0: 0.3 loss_giou_0: 0.5211 loss_ce_1: 0.383 loss_bbox_1: 0.2087 loss_giou_1: 0.3862 loss_ce_2: 0.3107 loss_bbox_2: 0.1868 loss_giou_2: 0.3609 loss_ce_3: 0.2851 loss_bbox_3: 0.1837 loss_giou_3: 0.3486 loss_ce_4: 0.2692 loss_bbox_4: 0.1824 loss_giou_4: 0.3445 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:09] d2.utils.events INFO: eta: 15:12:08 iter: 255379 total_loss: 5.422 loss_ce: 0.2508 loss_bbox: 0.1773 loss_giou: 0.3306 loss_ce_0: 0.4827 loss_bbox_0: 0.3 loss_giou_0: 0.5214 loss_ce_1: 0.371 loss_bbox_1: 0.2099 loss_giou_1: 0.3686 loss_ce_2: 0.3051 loss_bbox_2: 0.1873 loss_giou_2: 0.3451 loss_ce_3: 0.2786 loss_bbox_3: 0.1879 loss_giou_3: 0.3375 loss_ce_4: 0.26 loss_bbox_4: 0.1874 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:15] d2.utils.events INFO: eta: 15:11:53 iter: 255399 total_loss: 5.692 loss_ce: 0.2934 loss_bbox: 0.1933 loss_giou: 0.343 loss_ce_0: 0.4856 loss_bbox_0: 0.3129 loss_giou_0: 0.5037 loss_ce_1: 0.3856 loss_bbox_1: 0.2277 loss_giou_1: 0.3778 loss_ce_2: 0.3354 loss_bbox_2: 0.2086 loss_giou_2: 0.3596 loss_ce_3: 0.2966 loss_bbox_3: 0.2055 loss_giou_3: 0.3513 loss_ce_4: 0.2963 loss_bbox_4: 0.1975 loss_giou_4: 0.3518 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:21] d2.utils.events INFO: eta: 15:11:48 iter: 255419 total_loss: 5.366 loss_ce: 0.2513 loss_bbox: 0.181 loss_giou: 0.3217 loss_ce_0: 0.4754 loss_bbox_0: 0.2944 loss_giou_0: 0.4638 loss_ce_1: 0.374 loss_bbox_1: 0.2113 loss_giou_1: 0.363 loss_ce_2: 0.292 loss_bbox_2: 0.196 loss_giou_2: 0.338 loss_ce_3: 0.2653 loss_bbox_3: 0.1909 loss_giou_3: 0.3287 loss_ce_4: 0.2536 loss_bbox_4: 0.1811 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:26] d2.utils.events INFO: eta: 15:11:44 iter: 255439 total_loss: 5.374 loss_ce: 0.2603 loss_bbox: 0.1818 loss_giou: 0.3165 loss_ce_0: 0.48 loss_bbox_0: 0.3106 loss_giou_0: 0.484 loss_ce_1: 0.3682 loss_bbox_1: 0.2161 loss_giou_1: 0.3631 loss_ce_2: 0.3122 loss_bbox_2: 0.1976 loss_giou_2: 0.3288 loss_ce_3: 0.2727 loss_bbox_3: 0.1926 loss_giou_3: 0.321 loss_ce_4: 0.262 loss_bbox_4: 0.1826 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:32] d2.utils.events INFO: eta: 15:11:41 iter: 255459 total_loss: 5.778 loss_ce: 0.296 loss_bbox: 0.1959 loss_giou: 0.3254 loss_ce_0: 0.5161 loss_bbox_0: 0.298 loss_giou_0: 0.5078 loss_ce_1: 0.4095 loss_bbox_1: 0.2195 loss_giou_1: 0.3766 loss_ce_2: 0.3433 loss_bbox_2: 0.2007 loss_giou_2: 0.3436 loss_ce_3: 0.3033 loss_bbox_3: 0.1985 loss_giou_3: 0.3335 loss_ce_4: 0.2935 loss_bbox_4: 0.1975 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:38] d2.utils.events INFO: eta: 15:11:47 iter: 255479 total_loss: 5.507 loss_ce: 0.2685 loss_bbox: 0.1842 loss_giou: 0.3286 loss_ce_0: 0.4949 loss_bbox_0: 0.3158 loss_giou_0: 0.5043 loss_ce_1: 0.383 loss_bbox_1: 0.219 loss_giou_1: 0.3808 loss_ce_2: 0.3171 loss_bbox_2: 0.1957 loss_giou_2: 0.3547 loss_ce_3: 0.2742 loss_bbox_3: 0.1887 loss_giou_3: 0.3345 loss_ce_4: 0.2695 loss_bbox_4: 0.1817 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:43] d2.utils.events INFO: eta: 15:11:41 iter: 255499 total_loss: 5.76 loss_ce: 0.2913 loss_bbox: 0.1886 loss_giou: 0.356 loss_ce_0: 0.5199 loss_bbox_0: 0.3178 loss_giou_0: 0.5507 loss_ce_1: 0.3924 loss_bbox_1: 0.2193 loss_giou_1: 0.4069 loss_ce_2: 0.3235 loss_bbox_2: 0.2034 loss_giou_2: 0.3802 loss_ce_3: 0.2907 loss_bbox_3: 0.1925 loss_giou_3: 0.3687 loss_ce_4: 0.2895 loss_bbox_4: 0.1916 loss_giou_4: 0.3629 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:49] d2.utils.events INFO: eta: 15:11:49 iter: 255519 total_loss: 5.617 loss_ce: 0.2836 loss_bbox: 0.1785 loss_giou: 0.3356 loss_ce_0: 0.4933 loss_bbox_0: 0.3026 loss_giou_0: 0.5485 loss_ce_1: 0.3876 loss_bbox_1: 0.211 loss_giou_1: 0.3893 loss_ce_2: 0.332 loss_bbox_2: 0.1893 loss_giou_2: 0.3606 loss_ce_3: 0.3017 loss_bbox_3: 0.1855 loss_giou_3: 0.3528 loss_ce_4: 0.2801 loss_bbox_4: 0.1797 loss_giou_4: 0.3465 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 10:02:55] d2.utils.events INFO: eta: 15:11:30 iter: 255539 total_loss: 5.398 loss_ce: 0.2604 loss_bbox: 0.1682 loss_giou: 0.3314 loss_ce_0: 0.4788 loss_bbox_0: 0.2867 loss_giou_0: 0.5196 loss_ce_1: 0.3635 loss_bbox_1: 0.1941 loss_giou_1: 0.3805 loss_ce_2: 0.3032 loss_bbox_2: 0.181 loss_giou_2: 0.3547 loss_ce_3: 0.2716 loss_bbox_3: 0.1737 loss_giou_3: 0.341 loss_ce_4: 0.2652 loss_bbox_4: 0.1692 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:00] d2.utils.events INFO: eta: 15:11:13 iter: 255559 total_loss: 5.689 loss_ce: 0.2757 loss_bbox: 0.1834 loss_giou: 0.3375 loss_ce_0: 0.4892 loss_bbox_0: 0.3026 loss_giou_0: 0.4988 loss_ce_1: 0.3824 loss_bbox_1: 0.2145 loss_giou_1: 0.3865 loss_ce_2: 0.3205 loss_bbox_2: 0.1908 loss_giou_2: 0.354 loss_ce_3: 0.289 loss_bbox_3: 0.1806 loss_giou_3: 0.3458 loss_ce_4: 0.2807 loss_bbox_4: 0.1854 loss_giou_4: 0.341 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:06] d2.utils.events INFO: eta: 15:10:55 iter: 255579 total_loss: 5.549 loss_ce: 0.2764 loss_bbox: 0.1717 loss_giou: 0.3376 loss_ce_0: 0.4853 loss_bbox_0: 0.298 loss_giou_0: 0.5036 loss_ce_1: 0.3746 loss_bbox_1: 0.2033 loss_giou_1: 0.379 loss_ce_2: 0.3188 loss_bbox_2: 0.1874 loss_giou_2: 0.3513 loss_ce_3: 0.2902 loss_bbox_3: 0.1763 loss_giou_3: 0.3377 loss_ce_4: 0.2789 loss_bbox_4: 0.1738 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:12] d2.utils.events INFO: eta: 15:10:38 iter: 255599 total_loss: 5.645 loss_ce: 0.2949 loss_bbox: 0.1747 loss_giou: 0.3392 loss_ce_0: 0.4904 loss_bbox_0: 0.3198 loss_giou_0: 0.528 loss_ce_1: 0.3912 loss_bbox_1: 0.2167 loss_giou_1: 0.385 loss_ce_2: 0.3235 loss_bbox_2: 0.1958 loss_giou_2: 0.3589 loss_ce_3: 0.2977 loss_bbox_3: 0.1845 loss_giou_3: 0.3453 loss_ce_4: 0.2914 loss_bbox_4: 0.1753 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:17] d2.utils.events INFO: eta: 15:10:25 iter: 255619 total_loss: 5.223 loss_ce: 0.2661 loss_bbox: 0.1606 loss_giou: 0.3145 loss_ce_0: 0.4871 loss_bbox_0: 0.2905 loss_giou_0: 0.5082 loss_ce_1: 0.3717 loss_bbox_1: 0.1953 loss_giou_1: 0.3651 loss_ce_2: 0.3048 loss_bbox_2: 0.1789 loss_giou_2: 0.3358 loss_ce_3: 0.2751 loss_bbox_3: 0.1664 loss_giou_3: 0.3183 loss_ce_4: 0.2629 loss_bbox_4: 0.1624 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0349 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:23] d2.utils.events INFO: eta: 15:10:05 iter: 255639 total_loss: 5.519 loss_ce: 0.253 loss_bbox: 0.1788 loss_giou: 0.321 loss_ce_0: 0.4757 loss_bbox_0: 0.3032 loss_giou_0: 0.493 loss_ce_1: 0.3645 loss_bbox_1: 0.2137 loss_giou_1: 0.3679 loss_ce_2: 0.3007 loss_bbox_2: 0.2015 loss_giou_2: 0.345 loss_ce_3: 0.2685 loss_bbox_3: 0.1865 loss_giou_3: 0.3332 loss_ce_4: 0.252 loss_bbox_4: 0.1812 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:28] d2.utils.events INFO: eta: 15:09:47 iter: 255659 total_loss: 5.568 loss_ce: 0.2806 loss_bbox: 0.1778 loss_giou: 0.3321 loss_ce_0: 0.4821 loss_bbox_0: 0.305 loss_giou_0: 0.4857 loss_ce_1: 0.3862 loss_bbox_1: 0.2093 loss_giou_1: 0.38 loss_ce_2: 0.323 loss_bbox_2: 0.1888 loss_giou_2: 0.3473 loss_ce_3: 0.2866 loss_bbox_3: 0.1823 loss_giou_3: 0.343 loss_ce_4: 0.2833 loss_bbox_4: 0.1765 loss_giou_4: 0.3321 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:34] d2.utils.events INFO: eta: 15:09:24 iter: 255679 total_loss: 5.31 loss_ce: 0.2507 loss_bbox: 0.174 loss_giou: 0.3322 loss_ce_0: 0.471 loss_bbox_0: 0.2975 loss_giou_0: 0.51 loss_ce_1: 0.3637 loss_bbox_1: 0.2016 loss_giou_1: 0.3828 loss_ce_2: 0.2922 loss_bbox_2: 0.1887 loss_giou_2: 0.3533 loss_ce_3: 0.2669 loss_bbox_3: 0.1774 loss_giou_3: 0.342 loss_ce_4: 0.2498 loss_bbox_4: 0.1763 loss_giou_4: 0.3382 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:40] d2.utils.events INFO: eta: 15:09:15 iter: 255699 total_loss: 5.44 loss_ce: 0.2515 loss_bbox: 0.1801 loss_giou: 0.3357 loss_ce_0: 0.4872 loss_bbox_0: 0.2897 loss_giou_0: 0.5147 loss_ce_1: 0.3793 loss_bbox_1: 0.2096 loss_giou_1: 0.3797 loss_ce_2: 0.3121 loss_bbox_2: 0.1915 loss_giou_2: 0.3526 loss_ce_3: 0.2677 loss_bbox_3: 0.1838 loss_giou_3: 0.3478 loss_ce_4: 0.2527 loss_bbox_4: 0.1811 loss_giou_4: 0.3403 time: 0.2800 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:46] d2.utils.events INFO: eta: 15:09:05 iter: 255719 total_loss: 5.611 loss_ce: 0.2868 loss_bbox: 0.1858 loss_giou: 0.3165 loss_ce_0: 0.5004 loss_bbox_0: 0.3152 loss_giou_0: 0.5142 loss_ce_1: 0.3838 loss_bbox_1: 0.2139 loss_giou_1: 0.3691 loss_ce_2: 0.3214 loss_bbox_2: 0.2 loss_giou_2: 0.3337 loss_ce_3: 0.2964 loss_bbox_3: 0.1911 loss_giou_3: 0.3206 loss_ce_4: 0.282 loss_bbox_4: 0.1914 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:51] d2.utils.events INFO: eta: 15:08:57 iter: 255739 total_loss: 5.456 loss_ce: 0.2552 loss_bbox: 0.1812 loss_giou: 0.3244 loss_ce_0: 0.49 loss_bbox_0: 0.2913 loss_giou_0: 0.4949 loss_ce_1: 0.3707 loss_bbox_1: 0.2118 loss_giou_1: 0.3688 loss_ce_2: 0.3044 loss_bbox_2: 0.1964 loss_giou_2: 0.3424 loss_ce_3: 0.2688 loss_bbox_3: 0.1918 loss_giou_3: 0.3285 loss_ce_4: 0.2597 loss_bbox_4: 0.1851 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 10:03:57] d2.utils.events INFO: eta: 15:08:51 iter: 255759 total_loss: 5.562 loss_ce: 0.2615 loss_bbox: 0.1739 loss_giou: 0.321 loss_ce_0: 0.4837 loss_bbox_0: 0.3081 loss_giou_0: 0.5057 loss_ce_1: 0.3852 loss_bbox_1: 0.2141 loss_giou_1: 0.3623 loss_ce_2: 0.3089 loss_bbox_2: 0.1893 loss_giou_2: 0.343 loss_ce_3: 0.2762 loss_bbox_3: 0.1824 loss_giou_3: 0.3306 loss_ce_4: 0.2565 loss_bbox_4: 0.178 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:03] d2.utils.events INFO: eta: 15:08:45 iter: 255779 total_loss: 5.673 loss_ce: 0.2749 loss_bbox: 0.1939 loss_giou: 0.3301 loss_ce_0: 0.4984 loss_bbox_0: 0.3296 loss_giou_0: 0.5052 loss_ce_1: 0.3831 loss_bbox_1: 0.2312 loss_giou_1: 0.3825 loss_ce_2: 0.3101 loss_bbox_2: 0.2088 loss_giou_2: 0.3533 loss_ce_3: 0.2866 loss_bbox_3: 0.2024 loss_giou_3: 0.3431 loss_ce_4: 0.2753 loss_bbox_4: 0.1993 loss_giou_4: 0.3392 time: 0.2800 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:08] d2.utils.events INFO: eta: 15:08:32 iter: 255799 total_loss: 5.414 loss_ce: 0.2767 loss_bbox: 0.1728 loss_giou: 0.3152 loss_ce_0: 0.4861 loss_bbox_0: 0.3118 loss_giou_0: 0.4981 loss_ce_1: 0.3755 loss_bbox_1: 0.2143 loss_giou_1: 0.3528 loss_ce_2: 0.3121 loss_bbox_2: 0.1959 loss_giou_2: 0.3331 loss_ce_3: 0.2822 loss_bbox_3: 0.1837 loss_giou_3: 0.3259 loss_ce_4: 0.2759 loss_bbox_4: 0.1745 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:14] d2.utils.events INFO: eta: 15:08:37 iter: 255819 total_loss: 5.499 loss_ce: 0.2829 loss_bbox: 0.1826 loss_giou: 0.3236 loss_ce_0: 0.4896 loss_bbox_0: 0.3073 loss_giou_0: 0.4929 loss_ce_1: 0.3776 loss_bbox_1: 0.2137 loss_giou_1: 0.3578 loss_ce_2: 0.3278 loss_bbox_2: 0.1929 loss_giou_2: 0.3313 loss_ce_3: 0.2875 loss_bbox_3: 0.1872 loss_giou_3: 0.3359 loss_ce_4: 0.2904 loss_bbox_4: 0.1853 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:19] d2.utils.events INFO: eta: 15:08:16 iter: 255839 total_loss: 5.406 loss_ce: 0.2757 loss_bbox: 0.1763 loss_giou: 0.3175 loss_ce_0: 0.4829 loss_bbox_0: 0.2997 loss_giou_0: 0.5093 loss_ce_1: 0.378 loss_bbox_1: 0.2092 loss_giou_1: 0.3682 loss_ce_2: 0.3088 loss_bbox_2: 0.1916 loss_giou_2: 0.3357 loss_ce_3: 0.2708 loss_bbox_3: 0.1858 loss_giou_3: 0.3252 loss_ce_4: 0.2697 loss_bbox_4: 0.1816 loss_giou_4: 0.32 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:25] d2.utils.events INFO: eta: 15:08:11 iter: 255859 total_loss: 5.492 loss_ce: 0.2659 loss_bbox: 0.1755 loss_giou: 0.3365 loss_ce_0: 0.488 loss_bbox_0: 0.3067 loss_giou_0: 0.5437 loss_ce_1: 0.3714 loss_bbox_1: 0.204 loss_giou_1: 0.3795 loss_ce_2: 0.294 loss_bbox_2: 0.1914 loss_giou_2: 0.3565 loss_ce_3: 0.2735 loss_bbox_3: 0.1824 loss_giou_3: 0.3475 loss_ce_4: 0.2692 loss_bbox_4: 0.1772 loss_giou_4: 0.3416 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:31] d2.utils.events INFO: eta: 15:08:10 iter: 255879 total_loss: 5.778 loss_ce: 0.2793 loss_bbox: 0.1788 loss_giou: 0.338 loss_ce_0: 0.4867 loss_bbox_0: 0.3046 loss_giou_0: 0.5191 loss_ce_1: 0.3877 loss_bbox_1: 0.219 loss_giou_1: 0.3938 loss_ce_2: 0.3225 loss_bbox_2: 0.1928 loss_giou_2: 0.3592 loss_ce_3: 0.2872 loss_bbox_3: 0.189 loss_giou_3: 0.3528 loss_ce_4: 0.2783 loss_bbox_4: 0.1783 loss_giou_4: 0.3437 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:36] d2.utils.events INFO: eta: 15:07:58 iter: 255899 total_loss: 5.546 loss_ce: 0.2946 loss_bbox: 0.1616 loss_giou: 0.3209 loss_ce_0: 0.5027 loss_bbox_0: 0.2861 loss_giou_0: 0.507 loss_ce_1: 0.389 loss_bbox_1: 0.1959 loss_giou_1: 0.3746 loss_ce_2: 0.3354 loss_bbox_2: 0.1732 loss_giou_2: 0.3454 loss_ce_3: 0.2999 loss_bbox_3: 0.1664 loss_giou_3: 0.3287 loss_ce_4: 0.3018 loss_bbox_4: 0.1663 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:42] d2.utils.events INFO: eta: 15:07:49 iter: 255919 total_loss: 5.708 loss_ce: 0.2809 loss_bbox: 0.1841 loss_giou: 0.3251 loss_ce_0: 0.4957 loss_bbox_0: 0.3031 loss_giou_0: 0.4899 loss_ce_1: 0.389 loss_bbox_1: 0.2134 loss_giou_1: 0.3695 loss_ce_2: 0.3314 loss_bbox_2: 0.1998 loss_giou_2: 0.3403 loss_ce_3: 0.2982 loss_bbox_3: 0.1928 loss_giou_3: 0.3336 loss_ce_4: 0.2871 loss_bbox_4: 0.1862 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:48] d2.utils.events INFO: eta: 15:07:35 iter: 255939 total_loss: 5.551 loss_ce: 0.2799 loss_bbox: 0.1747 loss_giou: 0.3424 loss_ce_0: 0.4674 loss_bbox_0: 0.3019 loss_giou_0: 0.5161 loss_ce_1: 0.3651 loss_bbox_1: 0.2098 loss_giou_1: 0.3839 loss_ce_2: 0.3153 loss_bbox_2: 0.1877 loss_giou_2: 0.3562 loss_ce_3: 0.2915 loss_bbox_3: 0.1838 loss_giou_3: 0.3464 loss_ce_4: 0.2785 loss_bbox_4: 0.1798 loss_giou_4: 0.3417 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:53] d2.utils.events INFO: eta: 15:07:29 iter: 255959 total_loss: 5.324 loss_ce: 0.2605 loss_bbox: 0.161 loss_giou: 0.3126 loss_ce_0: 0.4775 loss_bbox_0: 0.2966 loss_giou_0: 0.5088 loss_ce_1: 0.3631 loss_bbox_1: 0.1904 loss_giou_1: 0.3572 loss_ce_2: 0.3013 loss_bbox_2: 0.1694 loss_giou_2: 0.3337 loss_ce_3: 0.2629 loss_bbox_3: 0.1636 loss_giou_3: 0.3189 loss_ce_4: 0.263 loss_bbox_4: 0.1606 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 10:04:59] d2.utils.events INFO: eta: 15:07:16 iter: 255979 total_loss: 5.658 loss_ce: 0.2834 loss_bbox: 0.1807 loss_giou: 0.3403 loss_ce_0: 0.4858 loss_bbox_0: 0.3051 loss_giou_0: 0.5143 loss_ce_1: 0.388 loss_bbox_1: 0.2101 loss_giou_1: 0.3892 loss_ce_2: 0.3335 loss_bbox_2: 0.1901 loss_giou_2: 0.3632 loss_ce_3: 0.2936 loss_bbox_3: 0.1853 loss_giou_3: 0.3491 loss_ce_4: 0.2838 loss_bbox_4: 0.1849 loss_giou_4: 0.3438 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:04] d2.utils.events INFO: eta: 15:07:09 iter: 255999 total_loss: 5.639 loss_ce: 0.2829 loss_bbox: 0.1828 loss_giou: 0.3337 loss_ce_0: 0.5041 loss_bbox_0: 0.3088 loss_giou_0: 0.5155 loss_ce_1: 0.3791 loss_bbox_1: 0.2091 loss_giou_1: 0.3779 loss_ce_2: 0.3164 loss_bbox_2: 0.1827 loss_giou_2: 0.3485 loss_ce_3: 0.2856 loss_bbox_3: 0.1768 loss_giou_3: 0.3446 loss_ce_4: 0.2781 loss_bbox_4: 0.1759 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:10] d2.utils.events INFO: eta: 15:07:07 iter: 256019 total_loss: 5.711 loss_ce: 0.2739 loss_bbox: 0.1691 loss_giou: 0.3452 loss_ce_0: 0.5021 loss_bbox_0: 0.2919 loss_giou_0: 0.5384 loss_ce_1: 0.3932 loss_bbox_1: 0.2068 loss_giou_1: 0.4021 loss_ce_2: 0.329 loss_bbox_2: 0.1855 loss_giou_2: 0.3629 loss_ce_3: 0.2989 loss_bbox_3: 0.1768 loss_giou_3: 0.3501 loss_ce_4: 0.2859 loss_bbox_4: 0.1722 loss_giou_4: 0.3471 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:16] d2.utils.events INFO: eta: 15:06:58 iter: 256039 total_loss: 5.578 loss_ce: 0.2689 loss_bbox: 0.1834 loss_giou: 0.3416 loss_ce_0: 0.5178 loss_bbox_0: 0.3006 loss_giou_0: 0.5327 loss_ce_1: 0.3956 loss_bbox_1: 0.2204 loss_giou_1: 0.3875 loss_ce_2: 0.3318 loss_bbox_2: 0.1917 loss_giou_2: 0.3595 loss_ce_3: 0.295 loss_bbox_3: 0.1847 loss_giou_3: 0.3397 loss_ce_4: 0.2727 loss_bbox_4: 0.1815 loss_giou_4: 0.3441 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:21] d2.utils.events INFO: eta: 15:06:56 iter: 256059 total_loss: 5.396 loss_ce: 0.2598 loss_bbox: 0.1733 loss_giou: 0.3394 loss_ce_0: 0.4815 loss_bbox_0: 0.2914 loss_giou_0: 0.5274 loss_ce_1: 0.36 loss_bbox_1: 0.1986 loss_giou_1: 0.3856 loss_ce_2: 0.3 loss_bbox_2: 0.1872 loss_giou_2: 0.3573 loss_ce_3: 0.2793 loss_bbox_3: 0.1799 loss_giou_3: 0.3436 loss_ce_4: 0.2701 loss_bbox_4: 0.1759 loss_giou_4: 0.3429 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:27] d2.utils.events INFO: eta: 15:06:55 iter: 256079 total_loss: 5.284 loss_ce: 0.2574 loss_bbox: 0.1764 loss_giou: 0.3152 loss_ce_0: 0.4794 loss_bbox_0: 0.2762 loss_giou_0: 0.4843 loss_ce_1: 0.3562 loss_bbox_1: 0.1919 loss_giou_1: 0.3582 loss_ce_2: 0.3009 loss_bbox_2: 0.1782 loss_giou_2: 0.3376 loss_ce_3: 0.2762 loss_bbox_3: 0.1816 loss_giou_3: 0.3254 loss_ce_4: 0.2562 loss_bbox_4: 0.1759 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:33] d2.utils.events INFO: eta: 15:06:42 iter: 256099 total_loss: 5.542 loss_ce: 0.2847 loss_bbox: 0.179 loss_giou: 0.3407 loss_ce_0: 0.4782 loss_bbox_0: 0.3076 loss_giou_0: 0.5177 loss_ce_1: 0.381 loss_bbox_1: 0.2117 loss_giou_1: 0.3941 loss_ce_2: 0.3168 loss_bbox_2: 0.1905 loss_giou_2: 0.3617 loss_ce_3: 0.2905 loss_bbox_3: 0.1833 loss_giou_3: 0.3508 loss_ce_4: 0.2797 loss_bbox_4: 0.1837 loss_giou_4: 0.3438 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:38] d2.utils.events INFO: eta: 15:06:41 iter: 256119 total_loss: 5.606 loss_ce: 0.2776 loss_bbox: 0.1968 loss_giou: 0.3325 loss_ce_0: 0.4913 loss_bbox_0: 0.3113 loss_giou_0: 0.5056 loss_ce_1: 0.3837 loss_bbox_1: 0.2203 loss_giou_1: 0.3713 loss_ce_2: 0.3139 loss_bbox_2: 0.2117 loss_giou_2: 0.3509 loss_ce_3: 0.2823 loss_bbox_3: 0.1995 loss_giou_3: 0.339 loss_ce_4: 0.2732 loss_bbox_4: 0.2016 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:44] d2.utils.events INFO: eta: 15:06:40 iter: 256139 total_loss: 5.413 loss_ce: 0.2722 loss_bbox: 0.1801 loss_giou: 0.322 loss_ce_0: 0.4851 loss_bbox_0: 0.3057 loss_giou_0: 0.4949 loss_ce_1: 0.3777 loss_bbox_1: 0.2119 loss_giou_1: 0.3704 loss_ce_2: 0.3073 loss_bbox_2: 0.1933 loss_giou_2: 0.3431 loss_ce_3: 0.2756 loss_bbox_3: 0.1875 loss_giou_3: 0.3375 loss_ce_4: 0.2707 loss_bbox_4: 0.1841 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:50] d2.utils.events INFO: eta: 15:06:35 iter: 256159 total_loss: 5.36 loss_ce: 0.265 loss_bbox: 0.1698 loss_giou: 0.33 loss_ce_0: 0.4917 loss_bbox_0: 0.2883 loss_giou_0: 0.5175 loss_ce_1: 0.3672 loss_bbox_1: 0.1979 loss_giou_1: 0.3767 loss_ce_2: 0.2999 loss_bbox_2: 0.1805 loss_giou_2: 0.3504 loss_ce_3: 0.2724 loss_bbox_3: 0.1754 loss_giou_3: 0.337 loss_ce_4: 0.2705 loss_bbox_4: 0.1752 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:05:55] d2.utils.events INFO: eta: 15:06:23 iter: 256179 total_loss: 5.682 loss_ce: 0.2756 loss_bbox: 0.1839 loss_giou: 0.3246 loss_ce_0: 0.5089 loss_bbox_0: 0.3178 loss_giou_0: 0.5034 loss_ce_1: 0.4174 loss_bbox_1: 0.2168 loss_giou_1: 0.3637 loss_ce_2: 0.3351 loss_bbox_2: 0.1987 loss_giou_2: 0.3373 loss_ce_3: 0.3068 loss_bbox_3: 0.1884 loss_giou_3: 0.3277 loss_ce_4: 0.2814 loss_bbox_4: 0.1839 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:01] d2.utils.events INFO: eta: 15:06:16 iter: 256199 total_loss: 5.352 loss_ce: 0.2494 loss_bbox: 0.1583 loss_giou: 0.3057 loss_ce_0: 0.4823 loss_bbox_0: 0.2828 loss_giou_0: 0.4841 loss_ce_1: 0.3719 loss_bbox_1: 0.1885 loss_giou_1: 0.3607 loss_ce_2: 0.3036 loss_bbox_2: 0.1773 loss_giou_2: 0.3323 loss_ce_3: 0.2744 loss_bbox_3: 0.1654 loss_giou_3: 0.3226 loss_ce_4: 0.2537 loss_bbox_4: 0.1646 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:07] d2.utils.events INFO: eta: 15:06:12 iter: 256219 total_loss: 5.799 loss_ce: 0.2868 loss_bbox: 0.1674 loss_giou: 0.3327 loss_ce_0: 0.5099 loss_bbox_0: 0.3158 loss_giou_0: 0.5244 loss_ce_1: 0.3925 loss_bbox_1: 0.2058 loss_giou_1: 0.3875 loss_ce_2: 0.325 loss_bbox_2: 0.1903 loss_giou_2: 0.3627 loss_ce_3: 0.3088 loss_bbox_3: 0.1722 loss_giou_3: 0.3512 loss_ce_4: 0.291 loss_bbox_4: 0.1677 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:12] d2.utils.events INFO: eta: 15:05:56 iter: 256239 total_loss: 5.295 loss_ce: 0.2604 loss_bbox: 0.1671 loss_giou: 0.333 loss_ce_0: 0.4849 loss_bbox_0: 0.3072 loss_giou_0: 0.5144 loss_ce_1: 0.3768 loss_bbox_1: 0.2038 loss_giou_1: 0.3841 loss_ce_2: 0.3076 loss_bbox_2: 0.1835 loss_giou_2: 0.3489 loss_ce_3: 0.2819 loss_bbox_3: 0.1741 loss_giou_3: 0.3456 loss_ce_4: 0.2651 loss_bbox_4: 0.1663 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:18] d2.utils.events INFO: eta: 15:05:26 iter: 256259 total_loss: 5.564 loss_ce: 0.2908 loss_bbox: 0.1735 loss_giou: 0.3349 loss_ce_0: 0.4866 loss_bbox_0: 0.3002 loss_giou_0: 0.4954 loss_ce_1: 0.3649 loss_bbox_1: 0.2053 loss_giou_1: 0.3842 loss_ce_2: 0.3195 loss_bbox_2: 0.1846 loss_giou_2: 0.356 loss_ce_3: 0.2927 loss_bbox_3: 0.1813 loss_giou_3: 0.346 loss_ce_4: 0.2952 loss_bbox_4: 0.1784 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:24] d2.utils.events INFO: eta: 15:04:51 iter: 256279 total_loss: 5.202 loss_ce: 0.2615 loss_bbox: 0.1662 loss_giou: 0.3255 loss_ce_0: 0.468 loss_bbox_0: 0.2879 loss_giou_0: 0.499 loss_ce_1: 0.3467 loss_bbox_1: 0.199 loss_giou_1: 0.3678 loss_ce_2: 0.3049 loss_bbox_2: 0.1778 loss_giou_2: 0.3453 loss_ce_3: 0.2719 loss_bbox_3: 0.1689 loss_giou_3: 0.3297 loss_ce_4: 0.2619 loss_bbox_4: 0.1652 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:29] d2.utils.events INFO: eta: 15:04:45 iter: 256299 total_loss: 5.708 loss_ce: 0.2683 loss_bbox: 0.1866 loss_giou: 0.3436 loss_ce_0: 0.4831 loss_bbox_0: 0.3123 loss_giou_0: 0.5277 loss_ce_1: 0.3722 loss_bbox_1: 0.2246 loss_giou_1: 0.384 loss_ce_2: 0.3187 loss_bbox_2: 0.199 loss_giou_2: 0.361 loss_ce_3: 0.2867 loss_bbox_3: 0.1929 loss_giou_3: 0.3463 loss_ce_4: 0.2635 loss_bbox_4: 0.1906 loss_giou_4: 0.3515 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:35] d2.utils.events INFO: eta: 15:04:46 iter: 256319 total_loss: 5.429 loss_ce: 0.2756 loss_bbox: 0.1713 loss_giou: 0.3211 loss_ce_0: 0.4776 loss_bbox_0: 0.2922 loss_giou_0: 0.5151 loss_ce_1: 0.3729 loss_bbox_1: 0.2061 loss_giou_1: 0.3789 loss_ce_2: 0.3113 loss_bbox_2: 0.1782 loss_giou_2: 0.3396 loss_ce_3: 0.2939 loss_bbox_3: 0.1711 loss_giou_3: 0.3277 loss_ce_4: 0.2768 loss_bbox_4: 0.1784 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:41] d2.utils.events INFO: eta: 15:04:30 iter: 256339 total_loss: 5.477 loss_ce: 0.2609 loss_bbox: 0.1807 loss_giou: 0.3477 loss_ce_0: 0.4799 loss_bbox_0: 0.3163 loss_giou_0: 0.509 loss_ce_1: 0.386 loss_bbox_1: 0.2268 loss_giou_1: 0.3997 loss_ce_2: 0.312 loss_bbox_2: 0.1962 loss_giou_2: 0.3629 loss_ce_3: 0.2865 loss_bbox_3: 0.187 loss_giou_3: 0.3565 loss_ce_4: 0.2684 loss_bbox_4: 0.1836 loss_giou_4: 0.3528 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:46] d2.utils.events INFO: eta: 15:04:12 iter: 256359 total_loss: 5.527 loss_ce: 0.2673 loss_bbox: 0.1844 loss_giou: 0.3268 loss_ce_0: 0.5026 loss_bbox_0: 0.3153 loss_giou_0: 0.4951 loss_ce_1: 0.3853 loss_bbox_1: 0.2143 loss_giou_1: 0.3758 loss_ce_2: 0.3015 loss_bbox_2: 0.198 loss_giou_2: 0.3454 loss_ce_3: 0.2716 loss_bbox_3: 0.1898 loss_giou_3: 0.334 loss_ce_4: 0.2721 loss_bbox_4: 0.1884 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:52] d2.utils.events INFO: eta: 15:03:52 iter: 256379 total_loss: 5.505 loss_ce: 0.279 loss_bbox: 0.18 loss_giou: 0.3324 loss_ce_0: 0.4852 loss_bbox_0: 0.3052 loss_giou_0: 0.5005 loss_ce_1: 0.3808 loss_bbox_1: 0.2135 loss_giou_1: 0.3766 loss_ce_2: 0.3314 loss_bbox_2: 0.1972 loss_giou_2: 0.3501 loss_ce_3: 0.2938 loss_bbox_3: 0.192 loss_giou_3: 0.338 loss_ce_4: 0.2778 loss_bbox_4: 0.1827 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 10:06:58] d2.utils.events INFO: eta: 15:04:01 iter: 256399 total_loss: 5.358 loss_ce: 0.268 loss_bbox: 0.1915 loss_giou: 0.329 loss_ce_0: 0.4932 loss_bbox_0: 0.304 loss_giou_0: 0.5165 loss_ce_1: 0.3688 loss_bbox_1: 0.2006 loss_giou_1: 0.3708 loss_ce_2: 0.3091 loss_bbox_2: 0.1914 loss_giou_2: 0.3396 loss_ce_3: 0.2793 loss_bbox_3: 0.1842 loss_giou_3: 0.3316 loss_ce_4: 0.2597 loss_bbox_4: 0.1873 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 10:07:03] d2.utils.events INFO: eta: 15:03:50 iter: 256419 total_loss: 5.551 loss_ce: 0.2811 loss_bbox: 0.178 loss_giou: 0.3363 loss_ce_0: 0.4824 loss_bbox_0: 0.3032 loss_giou_0: 0.5349 loss_ce_1: 0.3767 loss_bbox_1: 0.2119 loss_giou_1: 0.3873 loss_ce_2: 0.3176 loss_bbox_2: 0.1931 loss_giou_2: 0.3614 loss_ce_3: 0.2869 loss_bbox_3: 0.1845 loss_giou_3: 0.3482 loss_ce_4: 0.2809 loss_bbox_4: 0.1848 loss_giou_4: 0.343 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 10:07:09] d2.utils.events INFO: eta: 15:03:12 iter: 256439 total_loss: 5.49 loss_ce: 0.2676 loss_bbox: 0.1705 loss_giou: 0.3363 loss_ce_0: 0.4814 loss_bbox_0: 0.3063 loss_giou_0: 0.5127 loss_ce_1: 0.3708 loss_bbox_1: 0.2061 loss_giou_1: 0.3769 loss_ce_2: 0.3121 loss_bbox_2: 0.1831 loss_giou_2: 0.3481 loss_ce_3: 0.282 loss_bbox_3: 0.1784 loss_giou_3: 0.3399 loss_ce_4: 0.2659 loss_bbox_4: 0.1748 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 10:07:14] d2.utils.events INFO: eta: 15:03:01 iter: 256459 total_loss: 5.492 loss_ce: 0.2638 loss_bbox: 0.1744 loss_giou: 0.3289 loss_ce_0: 0.4898 loss_bbox_0: 0.298 loss_giou_0: 0.5088 loss_ce_1: 0.3667 loss_bbox_1: 0.213 loss_giou_1: 0.3803 loss_ce_2: 0.314 loss_bbox_2: 0.1872 loss_giou_2: 0.3474 loss_ce_3: 0.2825 loss_bbox_3: 0.1783 loss_giou_3: 0.3367 loss_ce_4: 0.2697 loss_bbox_4: 0.1756 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 10:07:20] d2.utils.events INFO: eta: 15:02:25 iter: 256479 total_loss: 5.68 loss_ce: 0.2826 loss_bbox: 0.1869 loss_giou: 0.3306 loss_ce_0: 0.494 loss_bbox_0: 0.3261 loss_giou_0: 0.4735 loss_ce_1: 0.3938 loss_bbox_1: 0.2157 loss_giou_1: 0.3762 loss_ce_2: 0.3317 loss_bbox_2: 0.1969 loss_giou_2: 0.3377 loss_ce_3: 0.2978 loss_bbox_3: 0.1859 loss_giou_3: 0.3363 loss_ce_4: 0.2933 loss_bbox_4: 0.1833 loss_giou_4: 0.331 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:07:26] d2.utils.events INFO: eta: 15:01:46 iter: 256499 total_loss: 5.532 loss_ce: 0.2727 loss_bbox: 0.1713 loss_giou: 0.3005 loss_ce_0: 0.4896 loss_bbox_0: 0.3037 loss_giou_0: 0.4789 loss_ce_1: 0.384 loss_bbox_1: 0.2046 loss_giou_1: 0.3538 loss_ce_2: 0.3124 loss_bbox_2: 0.1861 loss_giou_2: 0.3184 loss_ce_3: 0.2802 loss_bbox_3: 0.1822 loss_giou_3: 0.31 loss_ce_4: 0.274 loss_bbox_4: 0.1753 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 10:07:31] d2.utils.events INFO: eta: 15:01:47 iter: 256519 total_loss: 5.495 loss_ce: 0.2805 loss_bbox: 0.1781 loss_giou: 0.3209 loss_ce_0: 0.5026 loss_bbox_0: 0.2935 loss_giou_0: 0.4974 loss_ce_1: 0.3896 loss_bbox_1: 0.2114 loss_giou_1: 0.385 loss_ce_2: 0.3224 loss_bbox_2: 0.187 loss_giou_2: 0.3442 loss_ce_3: 0.2882 loss_bbox_3: 0.1823 loss_giou_3: 0.3326 loss_ce_4: 0.2788 loss_bbox_4: 0.1732 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 10:07:37] d2.utils.events INFO: eta: 15:02:07 iter: 256539 total_loss: 5.317 loss_ce: 0.2576 loss_bbox: 0.1712 loss_giou: 0.3031 loss_ce_0: 0.4615 loss_bbox_0: 0.2932 loss_giou_0: 0.4937 loss_ce_1: 0.3644 loss_bbox_1: 0.2008 loss_giou_1: 0.3597 loss_ce_2: 0.2955 loss_bbox_2: 0.1813 loss_giou_2: 0.3284 loss_ce_3: 0.2645 loss_bbox_3: 0.1757 loss_giou_3: 0.3163 loss_ce_4: 0.257 loss_bbox_4: 0.1748 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 10:07:41] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.60 seconds. [11/03 10:07:41] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 10:07:43] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 10:07:43] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 10:07:43] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 10:07:43] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 10:07:45] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 10:07:53] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0015 s/iter. Inference: 0.0584 s/iter. Eval: 0.0004 s/iter. Total: 0.0602 s/iter. ETA=0:00:36 [11/03 10:07:58] d2.evaluation.evaluator INFO: Inference done 103/625. Dataloading: 0.0034 s/iter. Inference: 0.0513 s/iter. Eval: 0.0004 s/iter. Total: 0.0551 s/iter. ETA=0:00:28 [11/03 10:08:03] d2.evaluation.evaluator INFO: Inference done 197/625. Dataloading: 0.0032 s/iter. Inference: 0.0506 s/iter. Eval: 0.0004 s/iter. Total: 0.0542 s/iter. ETA=0:00:23 [11/03 10:08:08] d2.evaluation.evaluator INFO: Inference done 292/625. Dataloading: 0.0030 s/iter. Inference: 0.0502 s/iter. Eval: 0.0004 s/iter. Total: 0.0537 s/iter. ETA=0:00:17 [11/03 10:08:14] d2.evaluation.evaluator INFO: Inference done 376/625. Dataloading: 0.0030 s/iter. Inference: 0.0496 s/iter. Eval: 0.0031 s/iter. Total: 0.0557 s/iter. ETA=0:00:13 [11/03 10:08:19] d2.evaluation.evaluator INFO: Inference done 472/625. Dataloading: 0.0030 s/iter. Inference: 0.0494 s/iter. Eval: 0.0025 s/iter. Total: 0.0550 s/iter. ETA=0:00:08 [11/03 10:08:24] d2.evaluation.evaluator INFO: Inference done 602/625. Dataloading: 0.0027 s/iter. Inference: 0.0466 s/iter. Eval: 0.0020 s/iter. Total: 0.0514 s/iter. ETA=0:00:01 [11/03 10:08:25] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.752178 (0.051213 s / iter per device, on 8 devices) [11/03 10:08:25] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.046129 s / iter per device, on 8 devices) [11/03 10:08:33] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 10:08:33] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 10:08:35] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 10:08:40] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 10:08:54] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.35 seconds. [11/03 10:08:54] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 10:08:55] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.50 seconds. [11/03 10:08:55] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.045 | 61.017 | 44.810 | 24.627 | 44.859 | 58.076 | [11/03 10:08:55] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.667 | bicycle | 29.999 | car | 42.396 | | motorcycle | 42.483 | airplane | 65.411 | bus | 65.729 | | train | 64.332 | truck | 36.631 | boat | 26.559 | | traffic light | 27.765 | fire hydrant | 64.417 | stop sign | 66.191 | | parking meter | 42.986 | bench | 24.913 | bird | 37.478 | | cat | 71.327 | dog | 65.076 | horse | 61.886 | | sheep | 51.775 | cow | 59.068 | elephant | 63.419 | | bear | 74.863 | zebra | 66.964 | giraffe | 65.874 | | backpack | 15.072 | umbrella | 35.493 | handbag | 14.317 | | tie | 30.469 | suitcase | 37.645 | frisbee | 68.093 | | skis | 25.356 | snowboard | 43.204 | sports ball | 48.487 | | kite | 46.177 | baseball bat | 27.059 | baseball glove | 39.835 | | skateboard | 54.216 | surfboard | 39.125 | tennis racket | 48.029 | | bottle | 36.921 | wine glass | 32.961 | cup | 40.949 | | fork | 34.723 | knife | 16.973 | spoon | 17.401 | | bowl | 41.660 | banana | 23.280 | apple | 19.163 | | sandwich | 34.855 | orange | 33.207 | broccoli | 20.263 | | carrot | 18.975 | hot dog | 35.956 | pizza | 53.534 | | donut | 44.811 | cake | 37.075 | chair | 24.709 | | couch | 44.950 | potted plant | 27.008 | bed | 47.888 | | dining table | 28.444 | toilet | 61.367 | tv | 56.073 | | laptop | 61.106 | mouse | 58.634 | remote | 34.091 | | keyboard | 51.676 | cell phone | 36.554 | microwave | 61.459 | | oven | 34.277 | toaster | 29.419 | sink | 36.579 | | refrigerator | 59.855 | book | 12.043 | clock | 47.898 | | vase | 38.391 | scissors | 36.753 | teddy bear | 48.530 | | hair drier | 11.327 | toothbrush | 28.045 | | | [11/03 10:08:56] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 10:08:56] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 10:08:56] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 10:08:56] d2.evaluation.testing INFO: copypaste: 42.0446,61.0167,44.8100,24.6267,44.8593,58.0760 [11/03 10:08:59] d2.utils.events INFO: eta: 15:02:15 iter: 256559 total_loss: 5.479 loss_ce: 0.2548 loss_bbox: 0.1767 loss_giou: 0.3301 loss_ce_0: 0.4738 loss_bbox_0: 0.2988 loss_giou_0: 0.5219 loss_ce_1: 0.359 loss_bbox_1: 0.2175 loss_giou_1: 0.3851 loss_ce_2: 0.3141 loss_bbox_2: 0.1958 loss_giou_2: 0.3529 loss_ce_3: 0.2769 loss_bbox_3: 0.1821 loss_giou_3: 0.3444 loss_ce_4: 0.2691 loss_bbox_4: 0.1777 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:05] d2.utils.events INFO: eta: 15:02:14 iter: 256579 total_loss: 5.448 loss_ce: 0.271 loss_bbox: 0.1736 loss_giou: 0.3184 loss_ce_0: 0.4779 loss_bbox_0: 0.307 loss_giou_0: 0.4903 loss_ce_1: 0.3897 loss_bbox_1: 0.2114 loss_giou_1: 0.3694 loss_ce_2: 0.3307 loss_bbox_2: 0.1989 loss_giou_2: 0.332 loss_ce_3: 0.2938 loss_bbox_3: 0.1822 loss_giou_3: 0.3283 loss_ce_4: 0.2691 loss_bbox_4: 0.1786 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:11] d2.utils.events INFO: eta: 15:02:22 iter: 256599 total_loss: 5.764 loss_ce: 0.2775 loss_bbox: 0.1789 loss_giou: 0.3448 loss_ce_0: 0.4847 loss_bbox_0: 0.311 loss_giou_0: 0.528 loss_ce_1: 0.3759 loss_bbox_1: 0.2158 loss_giou_1: 0.3905 loss_ce_2: 0.317 loss_bbox_2: 0.1885 loss_giou_2: 0.362 loss_ce_3: 0.2956 loss_bbox_3: 0.1844 loss_giou_3: 0.3453 loss_ce_4: 0.284 loss_bbox_4: 0.1788 loss_giou_4: 0.3427 time: 0.2800 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:16] d2.utils.events INFO: eta: 15:02:22 iter: 256619 total_loss: 5.477 loss_ce: 0.2741 loss_bbox: 0.1685 loss_giou: 0.3412 loss_ce_0: 0.4935 loss_bbox_0: 0.2953 loss_giou_0: 0.5295 loss_ce_1: 0.3897 loss_bbox_1: 0.2011 loss_giou_1: 0.3991 loss_ce_2: 0.3278 loss_bbox_2: 0.1872 loss_giou_2: 0.3656 loss_ce_3: 0.2998 loss_bbox_3: 0.1737 loss_giou_3: 0.346 loss_ce_4: 0.2793 loss_bbox_4: 0.172 loss_giou_4: 0.3457 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:22] d2.utils.events INFO: eta: 15:02:19 iter: 256639 total_loss: 5.614 loss_ce: 0.2878 loss_bbox: 0.1704 loss_giou: 0.3311 loss_ce_0: 0.5002 loss_bbox_0: 0.312 loss_giou_0: 0.5189 loss_ce_1: 0.3924 loss_bbox_1: 0.2069 loss_giou_1: 0.3775 loss_ce_2: 0.3344 loss_bbox_2: 0.1853 loss_giou_2: 0.3514 loss_ce_3: 0.3068 loss_bbox_3: 0.1753 loss_giou_3: 0.3394 loss_ce_4: 0.2907 loss_bbox_4: 0.1729 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:28] d2.utils.events INFO: eta: 15:02:07 iter: 256659 total_loss: 5.735 loss_ce: 0.2982 loss_bbox: 0.1717 loss_giou: 0.339 loss_ce_0: 0.5213 loss_bbox_0: 0.306 loss_giou_0: 0.5498 loss_ce_1: 0.3989 loss_bbox_1: 0.2113 loss_giou_1: 0.4069 loss_ce_2: 0.3353 loss_bbox_2: 0.189 loss_giou_2: 0.3588 loss_ce_3: 0.3107 loss_bbox_3: 0.1769 loss_giou_3: 0.3486 loss_ce_4: 0.3003 loss_bbox_4: 0.1758 loss_giou_4: 0.3411 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:33] d2.utils.events INFO: eta: 15:01:59 iter: 256679 total_loss: 5.813 loss_ce: 0.3028 loss_bbox: 0.1854 loss_giou: 0.3372 loss_ce_0: 0.5115 loss_bbox_0: 0.3141 loss_giou_0: 0.5272 loss_ce_1: 0.3988 loss_bbox_1: 0.2161 loss_giou_1: 0.3949 loss_ce_2: 0.346 loss_bbox_2: 0.1969 loss_giou_2: 0.369 loss_ce_3: 0.3102 loss_bbox_3: 0.1881 loss_giou_3: 0.3512 loss_ce_4: 0.2963 loss_bbox_4: 0.1892 loss_giou_4: 0.3471 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:39] d2.utils.events INFO: eta: 15:01:34 iter: 256699 total_loss: 5.831 loss_ce: 0.2973 loss_bbox: 0.1861 loss_giou: 0.3324 loss_ce_0: 0.505 loss_bbox_0: 0.299 loss_giou_0: 0.4993 loss_ce_1: 0.3879 loss_bbox_1: 0.2134 loss_giou_1: 0.3786 loss_ce_2: 0.3305 loss_bbox_2: 0.2032 loss_giou_2: 0.357 loss_ce_3: 0.3084 loss_bbox_3: 0.1966 loss_giou_3: 0.3486 loss_ce_4: 0.2991 loss_bbox_4: 0.1882 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:45] d2.utils.events INFO: eta: 15:01:16 iter: 256719 total_loss: 5.424 loss_ce: 0.2693 loss_bbox: 0.1727 loss_giou: 0.3397 loss_ce_0: 0.4755 loss_bbox_0: 0.2872 loss_giou_0: 0.5192 loss_ce_1: 0.3739 loss_bbox_1: 0.2029 loss_giou_1: 0.3845 loss_ce_2: 0.3053 loss_bbox_2: 0.1857 loss_giou_2: 0.358 loss_ce_3: 0.2793 loss_bbox_3: 0.1808 loss_giou_3: 0.3475 loss_ce_4: 0.2722 loss_bbox_4: 0.1758 loss_giou_4: 0.3405 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:50] d2.utils.events INFO: eta: 15:01:06 iter: 256739 total_loss: 5.668 loss_ce: 0.2903 loss_bbox: 0.1873 loss_giou: 0.3347 loss_ce_0: 0.4803 loss_bbox_0: 0.3193 loss_giou_0: 0.5075 loss_ce_1: 0.3926 loss_bbox_1: 0.2167 loss_giou_1: 0.3697 loss_ce_2: 0.3389 loss_bbox_2: 0.2017 loss_giou_2: 0.3403 loss_ce_3: 0.3126 loss_bbox_3: 0.195 loss_giou_3: 0.3351 loss_ce_4: 0.2909 loss_bbox_4: 0.1863 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 10:09:56] d2.utils.events INFO: eta: 15:00:28 iter: 256759 total_loss: 5.568 loss_ce: 0.2787 loss_bbox: 0.1791 loss_giou: 0.3357 loss_ce_0: 0.4763 loss_bbox_0: 0.3023 loss_giou_0: 0.5174 loss_ce_1: 0.383 loss_bbox_1: 0.2161 loss_giou_1: 0.387 loss_ce_2: 0.327 loss_bbox_2: 0.1934 loss_giou_2: 0.3503 loss_ce_3: 0.2923 loss_bbox_3: 0.1857 loss_giou_3: 0.3411 loss_ce_4: 0.2798 loss_bbox_4: 0.1819 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:02] d2.utils.events INFO: eta: 15:00:03 iter: 256779 total_loss: 5.547 loss_ce: 0.2731 loss_bbox: 0.1598 loss_giou: 0.3248 loss_ce_0: 0.4957 loss_bbox_0: 0.2902 loss_giou_0: 0.5188 loss_ce_1: 0.3928 loss_bbox_1: 0.1907 loss_giou_1: 0.3813 loss_ce_2: 0.3188 loss_bbox_2: 0.1664 loss_giou_2: 0.3445 loss_ce_3: 0.2874 loss_bbox_3: 0.1661 loss_giou_3: 0.3385 loss_ce_4: 0.2785 loss_bbox_4: 0.1649 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:07] d2.utils.events INFO: eta: 15:00:07 iter: 256799 total_loss: 5.509 loss_ce: 0.2631 loss_bbox: 0.182 loss_giou: 0.3325 loss_ce_0: 0.4716 loss_bbox_0: 0.3034 loss_giou_0: 0.4895 loss_ce_1: 0.3702 loss_bbox_1: 0.2123 loss_giou_1: 0.3779 loss_ce_2: 0.307 loss_bbox_2: 0.1928 loss_giou_2: 0.3462 loss_ce_3: 0.2757 loss_bbox_3: 0.1853 loss_giou_3: 0.33 loss_ce_4: 0.2585 loss_bbox_4: 0.1806 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:13] d2.utils.events INFO: eta: 14:59:46 iter: 256819 total_loss: 5.551 loss_ce: 0.2711 loss_bbox: 0.1762 loss_giou: 0.3397 loss_ce_0: 0.4882 loss_bbox_0: 0.2916 loss_giou_0: 0.5356 loss_ce_1: 0.389 loss_bbox_1: 0.2086 loss_giou_1: 0.3931 loss_ce_2: 0.3212 loss_bbox_2: 0.1853 loss_giou_2: 0.3581 loss_ce_3: 0.2832 loss_bbox_3: 0.1794 loss_giou_3: 0.3503 loss_ce_4: 0.2763 loss_bbox_4: 0.1784 loss_giou_4: 0.3462 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:19] d2.utils.events INFO: eta: 14:59:55 iter: 256839 total_loss: 5.606 loss_ce: 0.2918 loss_bbox: 0.1858 loss_giou: 0.3344 loss_ce_0: 0.4929 loss_bbox_0: 0.2913 loss_giou_0: 0.523 loss_ce_1: 0.3932 loss_bbox_1: 0.2102 loss_giou_1: 0.3957 loss_ce_2: 0.3334 loss_bbox_2: 0.1934 loss_giou_2: 0.364 loss_ce_3: 0.3004 loss_bbox_3: 0.1911 loss_giou_3: 0.3552 loss_ce_4: 0.2921 loss_bbox_4: 0.1873 loss_giou_4: 0.3439 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:24] d2.utils.events INFO: eta: 15:00:00 iter: 256859 total_loss: 5.704 loss_ce: 0.2884 loss_bbox: 0.1826 loss_giou: 0.3258 loss_ce_0: 0.5052 loss_bbox_0: 0.2979 loss_giou_0: 0.5196 loss_ce_1: 0.3751 loss_bbox_1: 0.2139 loss_giou_1: 0.3915 loss_ce_2: 0.3293 loss_bbox_2: 0.1975 loss_giou_2: 0.3425 loss_ce_3: 0.3037 loss_bbox_3: 0.1872 loss_giou_3: 0.3337 loss_ce_4: 0.2914 loss_bbox_4: 0.1847 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:30] d2.utils.events INFO: eta: 15:00:15 iter: 256879 total_loss: 5.731 loss_ce: 0.2853 loss_bbox: 0.1872 loss_giou: 0.3534 loss_ce_0: 0.4968 loss_bbox_0: 0.3122 loss_giou_0: 0.5302 loss_ce_1: 0.3883 loss_bbox_1: 0.2248 loss_giou_1: 0.4085 loss_ce_2: 0.3331 loss_bbox_2: 0.2053 loss_giou_2: 0.3712 loss_ce_3: 0.2944 loss_bbox_3: 0.1978 loss_giou_3: 0.3585 loss_ce_4: 0.2804 loss_bbox_4: 0.1893 loss_giou_4: 0.3534 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:36] d2.utils.events INFO: eta: 15:00:04 iter: 256899 total_loss: 5.325 loss_ce: 0.2851 loss_bbox: 0.1762 loss_giou: 0.3244 loss_ce_0: 0.4914 loss_bbox_0: 0.293 loss_giou_0: 0.4988 loss_ce_1: 0.3738 loss_bbox_1: 0.1979 loss_giou_1: 0.3665 loss_ce_2: 0.3293 loss_bbox_2: 0.1821 loss_giou_2: 0.3315 loss_ce_3: 0.2927 loss_bbox_3: 0.1808 loss_giou_3: 0.3234 loss_ce_4: 0.2884 loss_bbox_4: 0.1753 loss_giou_4: 0.3252 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:41] d2.utils.events INFO: eta: 15:00:06 iter: 256919 total_loss: 5.519 loss_ce: 0.3007 loss_bbox: 0.1942 loss_giou: 0.3184 loss_ce_0: 0.5003 loss_bbox_0: 0.3198 loss_giou_0: 0.4799 loss_ce_1: 0.3853 loss_bbox_1: 0.2279 loss_giou_1: 0.3636 loss_ce_2: 0.3268 loss_bbox_2: 0.205 loss_giou_2: 0.3435 loss_ce_3: 0.3015 loss_bbox_3: 0.2037 loss_giou_3: 0.3313 loss_ce_4: 0.2966 loss_bbox_4: 0.1966 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:47] d2.utils.events INFO: eta: 14:59:53 iter: 256939 total_loss: 5.436 loss_ce: 0.2706 loss_bbox: 0.1646 loss_giou: 0.3511 loss_ce_0: 0.4875 loss_bbox_0: 0.3006 loss_giou_0: 0.5345 loss_ce_1: 0.3781 loss_bbox_1: 0.1992 loss_giou_1: 0.4005 loss_ce_2: 0.3193 loss_bbox_2: 0.1785 loss_giou_2: 0.3749 loss_ce_3: 0.2831 loss_bbox_3: 0.1711 loss_giou_3: 0.3597 loss_ce_4: 0.2708 loss_bbox_4: 0.1684 loss_giou_4: 0.3558 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:53] d2.utils.events INFO: eta: 14:59:55 iter: 256959 total_loss: 5.328 loss_ce: 0.2816 loss_bbox: 0.1726 loss_giou: 0.3083 loss_ce_0: 0.4868 loss_bbox_0: 0.2937 loss_giou_0: 0.4788 loss_ce_1: 0.3756 loss_bbox_1: 0.2041 loss_giou_1: 0.365 loss_ce_2: 0.3289 loss_bbox_2: 0.187 loss_giou_2: 0.3335 loss_ce_3: 0.2883 loss_bbox_3: 0.1762 loss_giou_3: 0.3226 loss_ce_4: 0.2845 loss_bbox_4: 0.1722 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 10:10:58] d2.utils.events INFO: eta: 15:00:00 iter: 256979 total_loss: 5.32 loss_ce: 0.2734 loss_bbox: 0.1668 loss_giou: 0.3214 loss_ce_0: 0.4767 loss_bbox_0: 0.2983 loss_giou_0: 0.5035 loss_ce_1: 0.3728 loss_bbox_1: 0.1987 loss_giou_1: 0.3676 loss_ce_2: 0.3203 loss_bbox_2: 0.1819 loss_giou_2: 0.3381 loss_ce_3: 0.2916 loss_bbox_3: 0.1738 loss_giou_3: 0.3242 loss_ce_4: 0.2708 loss_bbox_4: 0.167 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:04] d2.utils.events INFO: eta: 15:00:01 iter: 256999 total_loss: 5.605 loss_ce: 0.2882 loss_bbox: 0.1889 loss_giou: 0.309 loss_ce_0: 0.511 loss_bbox_0: 0.3182 loss_giou_0: 0.472 loss_ce_1: 0.379 loss_bbox_1: 0.2205 loss_giou_1: 0.36 loss_ce_2: 0.3312 loss_bbox_2: 0.2039 loss_giou_2: 0.3257 loss_ce_3: 0.2958 loss_bbox_3: 0.2006 loss_giou_3: 0.3204 loss_ce_4: 0.2875 loss_bbox_4: 0.1933 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:10] d2.utils.events INFO: eta: 15:00:24 iter: 257019 total_loss: 5.699 loss_ce: 0.2812 loss_bbox: 0.1796 loss_giou: 0.3467 loss_ce_0: 0.495 loss_bbox_0: 0.3131 loss_giou_0: 0.5356 loss_ce_1: 0.3879 loss_bbox_1: 0.2144 loss_giou_1: 0.3862 loss_ce_2: 0.3286 loss_bbox_2: 0.1877 loss_giou_2: 0.3505 loss_ce_3: 0.2972 loss_bbox_3: 0.1857 loss_giou_3: 0.349 loss_ce_4: 0.2786 loss_bbox_4: 0.1831 loss_giou_4: 0.3504 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:15] d2.utils.events INFO: eta: 15:00:27 iter: 257039 total_loss: 5.518 loss_ce: 0.2586 loss_bbox: 0.1709 loss_giou: 0.3353 loss_ce_0: 0.4946 loss_bbox_0: 0.2925 loss_giou_0: 0.4997 loss_ce_1: 0.3725 loss_bbox_1: 0.1974 loss_giou_1: 0.3732 loss_ce_2: 0.3076 loss_bbox_2: 0.1857 loss_giou_2: 0.3484 loss_ce_3: 0.2673 loss_bbox_3: 0.1696 loss_giou_3: 0.3431 loss_ce_4: 0.2567 loss_bbox_4: 0.1739 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:21] d2.utils.events INFO: eta: 15:00:21 iter: 257059 total_loss: 5.578 loss_ce: 0.2686 loss_bbox: 0.1758 loss_giou: 0.3333 loss_ce_0: 0.4909 loss_bbox_0: 0.2974 loss_giou_0: 0.5108 loss_ce_1: 0.3803 loss_bbox_1: 0.2083 loss_giou_1: 0.3794 loss_ce_2: 0.3128 loss_bbox_2: 0.195 loss_giou_2: 0.3498 loss_ce_3: 0.2807 loss_bbox_3: 0.1852 loss_giou_3: 0.3401 loss_ce_4: 0.2726 loss_bbox_4: 0.1827 loss_giou_4: 0.3348 time: 0.2800 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:27] d2.utils.events INFO: eta: 15:00:11 iter: 257079 total_loss: 5.253 loss_ce: 0.2723 loss_bbox: 0.1736 loss_giou: 0.3177 loss_ce_0: 0.4925 loss_bbox_0: 0.3005 loss_giou_0: 0.4849 loss_ce_1: 0.3871 loss_bbox_1: 0.2046 loss_giou_1: 0.3546 loss_ce_2: 0.3134 loss_bbox_2: 0.1862 loss_giou_2: 0.3286 loss_ce_3: 0.281 loss_bbox_3: 0.178 loss_giou_3: 0.3222 loss_ce_4: 0.2715 loss_bbox_4: 0.1774 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:32] d2.utils.events INFO: eta: 15:00:10 iter: 257099 total_loss: 5.358 loss_ce: 0.255 loss_bbox: 0.1671 loss_giou: 0.3295 loss_ce_0: 0.4843 loss_bbox_0: 0.2969 loss_giou_0: 0.5209 loss_ce_1: 0.3645 loss_bbox_1: 0.2003 loss_giou_1: 0.3779 loss_ce_2: 0.3033 loss_bbox_2: 0.1806 loss_giou_2: 0.3583 loss_ce_3: 0.2726 loss_bbox_3: 0.1749 loss_giou_3: 0.3424 loss_ce_4: 0.2649 loss_bbox_4: 0.1713 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:38] d2.utils.events INFO: eta: 14:59:59 iter: 257119 total_loss: 5.823 loss_ce: 0.2799 loss_bbox: 0.1792 loss_giou: 0.343 loss_ce_0: 0.4797 loss_bbox_0: 0.3157 loss_giou_0: 0.5191 loss_ce_1: 0.3799 loss_bbox_1: 0.2088 loss_giou_1: 0.3985 loss_ce_2: 0.3158 loss_bbox_2: 0.197 loss_giou_2: 0.3669 loss_ce_3: 0.2877 loss_bbox_3: 0.187 loss_giou_3: 0.3506 loss_ce_4: 0.2799 loss_bbox_4: 0.1813 loss_giou_4: 0.3426 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:43] d2.utils.events INFO: eta: 14:59:41 iter: 257139 total_loss: 5.537 loss_ce: 0.273 loss_bbox: 0.177 loss_giou: 0.3266 loss_ce_0: 0.4893 loss_bbox_0: 0.2925 loss_giou_0: 0.4983 loss_ce_1: 0.3782 loss_bbox_1: 0.2 loss_giou_1: 0.3664 loss_ce_2: 0.3185 loss_bbox_2: 0.1811 loss_giou_2: 0.3448 loss_ce_3: 0.2881 loss_bbox_3: 0.1767 loss_giou_3: 0.3378 loss_ce_4: 0.2784 loss_bbox_4: 0.177 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:49] d2.utils.events INFO: eta: 14:59:23 iter: 257159 total_loss: 5.587 loss_ce: 0.2823 loss_bbox: 0.1745 loss_giou: 0.3427 loss_ce_0: 0.5003 loss_bbox_0: 0.2925 loss_giou_0: 0.5078 loss_ce_1: 0.383 loss_bbox_1: 0.2033 loss_giou_1: 0.3877 loss_ce_2: 0.3386 loss_bbox_2: 0.1887 loss_giou_2: 0.3596 loss_ce_3: 0.2995 loss_bbox_3: 0.1831 loss_giou_3: 0.3512 loss_ce_4: 0.2806 loss_bbox_4: 0.1796 loss_giou_4: 0.3431 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:11:55] d2.utils.events INFO: eta: 14:59:33 iter: 257179 total_loss: 5.391 loss_ce: 0.2589 loss_bbox: 0.1692 loss_giou: 0.3264 loss_ce_0: 0.4818 loss_bbox_0: 0.2908 loss_giou_0: 0.5089 loss_ce_1: 0.3599 loss_bbox_1: 0.2006 loss_giou_1: 0.373 loss_ce_2: 0.2983 loss_bbox_2: 0.1803 loss_giou_2: 0.3374 loss_ce_3: 0.2765 loss_bbox_3: 0.1713 loss_giou_3: 0.334 loss_ce_4: 0.2585 loss_bbox_4: 0.1694 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:01] d2.utils.events INFO: eta: 14:59:48 iter: 257199 total_loss: 5.697 loss_ce: 0.2878 loss_bbox: 0.1899 loss_giou: 0.3199 loss_ce_0: 0.4883 loss_bbox_0: 0.3302 loss_giou_0: 0.4854 loss_ce_1: 0.3816 loss_bbox_1: 0.2282 loss_giou_1: 0.3632 loss_ce_2: 0.3275 loss_bbox_2: 0.2047 loss_giou_2: 0.3376 loss_ce_3: 0.3087 loss_bbox_3: 0.1981 loss_giou_3: 0.3264 loss_ce_4: 0.2879 loss_bbox_4: 0.1954 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:06] d2.utils.events INFO: eta: 14:59:55 iter: 257219 total_loss: 5.575 loss_ce: 0.2664 loss_bbox: 0.1827 loss_giou: 0.3377 loss_ce_0: 0.4916 loss_bbox_0: 0.3128 loss_giou_0: 0.5251 loss_ce_1: 0.3643 loss_bbox_1: 0.2129 loss_giou_1: 0.4026 loss_ce_2: 0.3026 loss_bbox_2: 0.1975 loss_giou_2: 0.3628 loss_ce_3: 0.2847 loss_bbox_3: 0.185 loss_giou_3: 0.3536 loss_ce_4: 0.2668 loss_bbox_4: 0.1811 loss_giou_4: 0.3425 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:12] d2.utils.events INFO: eta: 15:00:02 iter: 257239 total_loss: 5.438 loss_ce: 0.2678 loss_bbox: 0.168 loss_giou: 0.3141 loss_ce_0: 0.4799 loss_bbox_0: 0.2995 loss_giou_0: 0.4902 loss_ce_1: 0.3838 loss_bbox_1: 0.2072 loss_giou_1: 0.3647 loss_ce_2: 0.3178 loss_bbox_2: 0.1894 loss_giou_2: 0.3363 loss_ce_3: 0.2848 loss_bbox_3: 0.1843 loss_giou_3: 0.3238 loss_ce_4: 0.2689 loss_bbox_4: 0.1768 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:18] d2.utils.events INFO: eta: 14:59:57 iter: 257259 total_loss: 5.656 loss_ce: 0.2784 loss_bbox: 0.1928 loss_giou: 0.3211 loss_ce_0: 0.4887 loss_bbox_0: 0.3124 loss_giou_0: 0.5035 loss_ce_1: 0.3925 loss_bbox_1: 0.2193 loss_giou_1: 0.3725 loss_ce_2: 0.3266 loss_bbox_2: 0.1982 loss_giou_2: 0.3487 loss_ce_3: 0.2983 loss_bbox_3: 0.1956 loss_giou_3: 0.3345 loss_ce_4: 0.2812 loss_bbox_4: 0.1914 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:23] d2.utils.events INFO: eta: 14:59:39 iter: 257279 total_loss: 5.516 loss_ce: 0.2719 loss_bbox: 0.1815 loss_giou: 0.3246 loss_ce_0: 0.5011 loss_bbox_0: 0.3156 loss_giou_0: 0.4985 loss_ce_1: 0.387 loss_bbox_1: 0.2189 loss_giou_1: 0.3724 loss_ce_2: 0.3356 loss_bbox_2: 0.2021 loss_giou_2: 0.3412 loss_ce_3: 0.2893 loss_bbox_3: 0.1908 loss_giou_3: 0.3301 loss_ce_4: 0.2776 loss_bbox_4: 0.1871 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:29] d2.utils.events INFO: eta: 14:59:20 iter: 257299 total_loss: 5.316 loss_ce: 0.2637 loss_bbox: 0.181 loss_giou: 0.3149 loss_ce_0: 0.4773 loss_bbox_0: 0.3048 loss_giou_0: 0.4916 loss_ce_1: 0.3665 loss_bbox_1: 0.2074 loss_giou_1: 0.3688 loss_ce_2: 0.3015 loss_bbox_2: 0.1908 loss_giou_2: 0.3337 loss_ce_3: 0.2688 loss_bbox_3: 0.1852 loss_giou_3: 0.3235 loss_ce_4: 0.2622 loss_bbox_4: 0.1807 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:34] d2.utils.events INFO: eta: 14:58:55 iter: 257319 total_loss: 5.16 loss_ce: 0.2564 loss_bbox: 0.177 loss_giou: 0.3089 loss_ce_0: 0.4673 loss_bbox_0: 0.2924 loss_giou_0: 0.482 loss_ce_1: 0.3536 loss_bbox_1: 0.202 loss_giou_1: 0.3569 loss_ce_2: 0.2922 loss_bbox_2: 0.1863 loss_giou_2: 0.3283 loss_ce_3: 0.2719 loss_bbox_3: 0.1806 loss_giou_3: 0.3163 loss_ce_4: 0.2602 loss_bbox_4: 0.1774 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:40] d2.utils.events INFO: eta: 14:59:09 iter: 257339 total_loss: 5.636 loss_ce: 0.2898 loss_bbox: 0.1759 loss_giou: 0.3306 loss_ce_0: 0.5049 loss_bbox_0: 0.305 loss_giou_0: 0.5148 loss_ce_1: 0.3926 loss_bbox_1: 0.2146 loss_giou_1: 0.3793 loss_ce_2: 0.3429 loss_bbox_2: 0.1939 loss_giou_2: 0.3517 loss_ce_3: 0.3063 loss_bbox_3: 0.1821 loss_giou_3: 0.3418 loss_ce_4: 0.2903 loss_bbox_4: 0.1788 loss_giou_4: 0.3319 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:46] d2.utils.events INFO: eta: 14:59:31 iter: 257359 total_loss: 5.514 loss_ce: 0.2787 loss_bbox: 0.173 loss_giou: 0.331 loss_ce_0: 0.5017 loss_bbox_0: 0.2988 loss_giou_0: 0.5102 loss_ce_1: 0.3856 loss_bbox_1: 0.2029 loss_giou_1: 0.374 loss_ce_2: 0.3253 loss_bbox_2: 0.1849 loss_giou_2: 0.3527 loss_ce_3: 0.2963 loss_bbox_3: 0.1808 loss_giou_3: 0.3414 loss_ce_4: 0.2807 loss_bbox_4: 0.1729 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:51] d2.utils.events INFO: eta: 14:59:12 iter: 257379 total_loss: 5.603 loss_ce: 0.2901 loss_bbox: 0.1686 loss_giou: 0.3012 loss_ce_0: 0.4884 loss_bbox_0: 0.2898 loss_giou_0: 0.4707 loss_ce_1: 0.3792 loss_bbox_1: 0.196 loss_giou_1: 0.354 loss_ce_2: 0.3146 loss_bbox_2: 0.1838 loss_giou_2: 0.3252 loss_ce_3: 0.294 loss_bbox_3: 0.1747 loss_giou_3: 0.3114 loss_ce_4: 0.2855 loss_bbox_4: 0.1714 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:12:57] d2.utils.events INFO: eta: 14:59:05 iter: 257399 total_loss: 5.729 loss_ce: 0.2911 loss_bbox: 0.1871 loss_giou: 0.3277 loss_ce_0: 0.5099 loss_bbox_0: 0.3065 loss_giou_0: 0.4994 loss_ce_1: 0.4064 loss_bbox_1: 0.2242 loss_giou_1: 0.3708 loss_ce_2: 0.3368 loss_bbox_2: 0.2015 loss_giou_2: 0.3395 loss_ce_3: 0.303 loss_bbox_3: 0.1945 loss_giou_3: 0.3327 loss_ce_4: 0.2949 loss_bbox_4: 0.1893 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:03] d2.utils.events INFO: eta: 14:59:06 iter: 257419 total_loss: 5.722 loss_ce: 0.2913 loss_bbox: 0.1801 loss_giou: 0.3489 loss_ce_0: 0.5013 loss_bbox_0: 0.3151 loss_giou_0: 0.5595 loss_ce_1: 0.4011 loss_bbox_1: 0.2079 loss_giou_1: 0.4029 loss_ce_2: 0.3251 loss_bbox_2: 0.2006 loss_giou_2: 0.3724 loss_ce_3: 0.3012 loss_bbox_3: 0.1847 loss_giou_3: 0.3596 loss_ce_4: 0.2908 loss_bbox_4: 0.1843 loss_giou_4: 0.35 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:09] d2.utils.events INFO: eta: 14:59:09 iter: 257439 total_loss: 5.284 loss_ce: 0.2593 loss_bbox: 0.1845 loss_giou: 0.313 loss_ce_0: 0.4877 loss_bbox_0: 0.3112 loss_giou_0: 0.4923 loss_ce_1: 0.3629 loss_bbox_1: 0.22 loss_giou_1: 0.3595 loss_ce_2: 0.3027 loss_bbox_2: 0.1968 loss_giou_2: 0.3316 loss_ce_3: 0.2778 loss_bbox_3: 0.187 loss_giou_3: 0.3293 loss_ce_4: 0.2597 loss_bbox_4: 0.1818 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:14] d2.utils.events INFO: eta: 14:59:34 iter: 257459 total_loss: 5.43 loss_ce: 0.2779 loss_bbox: 0.1593 loss_giou: 0.3246 loss_ce_0: 0.485 loss_bbox_0: 0.2969 loss_giou_0: 0.5101 loss_ce_1: 0.3734 loss_bbox_1: 0.2054 loss_giou_1: 0.3661 loss_ce_2: 0.3229 loss_bbox_2: 0.1853 loss_giou_2: 0.3386 loss_ce_3: 0.2927 loss_bbox_3: 0.177 loss_giou_3: 0.3322 loss_ce_4: 0.2855 loss_bbox_4: 0.1661 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:20] d2.utils.events INFO: eta: 14:59:59 iter: 257479 total_loss: 5.679 loss_ce: 0.2721 loss_bbox: 0.1786 loss_giou: 0.3264 loss_ce_0: 0.475 loss_bbox_0: 0.3146 loss_giou_0: 0.5151 loss_ce_1: 0.3984 loss_bbox_1: 0.2113 loss_giou_1: 0.3873 loss_ce_2: 0.3253 loss_bbox_2: 0.2031 loss_giou_2: 0.3605 loss_ce_3: 0.2848 loss_bbox_3: 0.1896 loss_giou_3: 0.3432 loss_ce_4: 0.2803 loss_bbox_4: 0.1818 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:26] d2.utils.events INFO: eta: 15:00:15 iter: 257499 total_loss: 5.505 loss_ce: 0.268 loss_bbox: 0.1741 loss_giou: 0.3396 loss_ce_0: 0.4881 loss_bbox_0: 0.3006 loss_giou_0: 0.5297 loss_ce_1: 0.3857 loss_bbox_1: 0.1995 loss_giou_1: 0.3841 loss_ce_2: 0.3126 loss_bbox_2: 0.186 loss_giou_2: 0.3583 loss_ce_3: 0.2863 loss_bbox_3: 0.1782 loss_giou_3: 0.345 loss_ce_4: 0.2708 loss_bbox_4: 0.1756 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:31] d2.utils.events INFO: eta: 14:59:55 iter: 257519 total_loss: 5.581 loss_ce: 0.2777 loss_bbox: 0.1803 loss_giou: 0.3275 loss_ce_0: 0.5098 loss_bbox_0: 0.3048 loss_giou_0: 0.5072 loss_ce_1: 0.3939 loss_bbox_1: 0.2073 loss_giou_1: 0.3845 loss_ce_2: 0.3439 loss_bbox_2: 0.1932 loss_giou_2: 0.3462 loss_ce_3: 0.3049 loss_bbox_3: 0.1879 loss_giou_3: 0.3326 loss_ce_4: 0.289 loss_bbox_4: 0.1813 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:37] d2.utils.events INFO: eta: 14:59:21 iter: 257539 total_loss: 5.692 loss_ce: 0.2708 loss_bbox: 0.1878 loss_giou: 0.3451 loss_ce_0: 0.4731 loss_bbox_0: 0.3176 loss_giou_0: 0.522 loss_ce_1: 0.3789 loss_bbox_1: 0.2225 loss_giou_1: 0.3832 loss_ce_2: 0.3165 loss_bbox_2: 0.1943 loss_giou_2: 0.3556 loss_ce_3: 0.2891 loss_bbox_3: 0.1901 loss_giou_3: 0.3448 loss_ce_4: 0.272 loss_bbox_4: 0.1869 loss_giou_4: 0.3443 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:43] d2.utils.events INFO: eta: 14:58:42 iter: 257559 total_loss: 5.073 loss_ce: 0.26 loss_bbox: 0.1501 loss_giou: 0.2903 loss_ce_0: 0.4768 loss_bbox_0: 0.2872 loss_giou_0: 0.4685 loss_ce_1: 0.3803 loss_bbox_1: 0.1755 loss_giou_1: 0.324 loss_ce_2: 0.3091 loss_bbox_2: 0.1629 loss_giou_2: 0.3044 loss_ce_3: 0.2745 loss_bbox_3: 0.1607 loss_giou_3: 0.2926 loss_ce_4: 0.2534 loss_bbox_4: 0.1562 loss_giou_4: 0.2872 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:48] d2.utils.events INFO: eta: 14:58:50 iter: 257579 total_loss: 5.417 loss_ce: 0.2714 loss_bbox: 0.1783 loss_giou: 0.323 loss_ce_0: 0.4982 loss_bbox_0: 0.3012 loss_giou_0: 0.4993 loss_ce_1: 0.3741 loss_bbox_1: 0.206 loss_giou_1: 0.3728 loss_ce_2: 0.3207 loss_bbox_2: 0.1871 loss_giou_2: 0.3418 loss_ce_3: 0.2865 loss_bbox_3: 0.1838 loss_giou_3: 0.3331 loss_ce_4: 0.2735 loss_bbox_4: 0.1808 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 10:13:54] d2.utils.events INFO: eta: 14:58:41 iter: 257599 total_loss: 5.685 loss_ce: 0.2912 loss_bbox: 0.1653 loss_giou: 0.3421 loss_ce_0: 0.4871 loss_bbox_0: 0.3126 loss_giou_0: 0.5165 loss_ce_1: 0.4008 loss_bbox_1: 0.201 loss_giou_1: 0.3871 loss_ce_2: 0.329 loss_bbox_2: 0.1814 loss_giou_2: 0.3514 loss_ce_3: 0.2869 loss_bbox_3: 0.176 loss_giou_3: 0.3458 loss_ce_4: 0.2978 loss_bbox_4: 0.1694 loss_giou_4: 0.3401 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:00] d2.utils.events INFO: eta: 14:58:39 iter: 257619 total_loss: 5.709 loss_ce: 0.2675 loss_bbox: 0.1894 loss_giou: 0.3499 loss_ce_0: 0.4779 loss_bbox_0: 0.3091 loss_giou_0: 0.5194 loss_ce_1: 0.3834 loss_bbox_1: 0.2159 loss_giou_1: 0.4012 loss_ce_2: 0.3114 loss_bbox_2: 0.1983 loss_giou_2: 0.3675 loss_ce_3: 0.2859 loss_bbox_3: 0.1946 loss_giou_3: 0.3584 loss_ce_4: 0.2806 loss_bbox_4: 0.1907 loss_giou_4: 0.3502 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:05] d2.utils.events INFO: eta: 14:58:40 iter: 257639 total_loss: 5.465 loss_ce: 0.257 loss_bbox: 0.177 loss_giou: 0.3195 loss_ce_0: 0.4879 loss_bbox_0: 0.3157 loss_giou_0: 0.5057 loss_ce_1: 0.3712 loss_bbox_1: 0.2163 loss_giou_1: 0.3691 loss_ce_2: 0.3021 loss_bbox_2: 0.1948 loss_giou_2: 0.3437 loss_ce_3: 0.2755 loss_bbox_3: 0.1904 loss_giou_3: 0.3299 loss_ce_4: 0.2626 loss_bbox_4: 0.1812 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:11] d2.utils.events INFO: eta: 14:58:28 iter: 257659 total_loss: 5.642 loss_ce: 0.2837 loss_bbox: 0.174 loss_giou: 0.3301 loss_ce_0: 0.5134 loss_bbox_0: 0.3175 loss_giou_0: 0.5314 loss_ce_1: 0.3882 loss_bbox_1: 0.2128 loss_giou_1: 0.3959 loss_ce_2: 0.3278 loss_bbox_2: 0.1877 loss_giou_2: 0.3556 loss_ce_3: 0.2968 loss_bbox_3: 0.1804 loss_giou_3: 0.3392 loss_ce_4: 0.2885 loss_bbox_4: 0.1743 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:17] d2.utils.events INFO: eta: 14:58:29 iter: 257679 total_loss: 5.472 loss_ce: 0.258 loss_bbox: 0.1701 loss_giou: 0.3296 loss_ce_0: 0.4692 loss_bbox_0: 0.3034 loss_giou_0: 0.5057 loss_ce_1: 0.3689 loss_bbox_1: 0.2054 loss_giou_1: 0.3759 loss_ce_2: 0.3093 loss_bbox_2: 0.1824 loss_giou_2: 0.3558 loss_ce_3: 0.2804 loss_bbox_3: 0.1793 loss_giou_3: 0.3369 loss_ce_4: 0.2631 loss_bbox_4: 0.1715 loss_giou_4: 0.3359 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:22] d2.utils.events INFO: eta: 14:58:34 iter: 257699 total_loss: 5.556 loss_ce: 0.2738 loss_bbox: 0.1627 loss_giou: 0.3345 loss_ce_0: 0.4923 loss_bbox_0: 0.2952 loss_giou_0: 0.5391 loss_ce_1: 0.3644 loss_bbox_1: 0.1949 loss_giou_1: 0.396 loss_ce_2: 0.3067 loss_bbox_2: 0.1735 loss_giou_2: 0.356 loss_ce_3: 0.2741 loss_bbox_3: 0.169 loss_giou_3: 0.3471 loss_ce_4: 0.2706 loss_bbox_4: 0.1625 loss_giou_4: 0.3392 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:28] d2.utils.events INFO: eta: 14:58:18 iter: 257719 total_loss: 5.757 loss_ce: 0.2801 loss_bbox: 0.1739 loss_giou: 0.3519 loss_ce_0: 0.4891 loss_bbox_0: 0.2887 loss_giou_0: 0.5355 loss_ce_1: 0.3859 loss_bbox_1: 0.2033 loss_giou_1: 0.3931 loss_ce_2: 0.3161 loss_bbox_2: 0.1904 loss_giou_2: 0.3616 loss_ce_3: 0.2945 loss_bbox_3: 0.1811 loss_giou_3: 0.3571 loss_ce_4: 0.2781 loss_bbox_4: 0.1773 loss_giou_4: 0.3543 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:34] d2.utils.events INFO: eta: 14:58:12 iter: 257739 total_loss: 5.528 loss_ce: 0.2835 loss_bbox: 0.1652 loss_giou: 0.3272 loss_ce_0: 0.4992 loss_bbox_0: 0.3104 loss_giou_0: 0.5269 loss_ce_1: 0.3854 loss_bbox_1: 0.2095 loss_giou_1: 0.3786 loss_ce_2: 0.3292 loss_bbox_2: 0.1886 loss_giou_2: 0.3475 loss_ce_3: 0.3 loss_bbox_3: 0.1686 loss_giou_3: 0.3347 loss_ce_4: 0.2831 loss_bbox_4: 0.169 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:39] d2.utils.events INFO: eta: 14:58:33 iter: 257759 total_loss: 5.545 loss_ce: 0.293 loss_bbox: 0.1746 loss_giou: 0.3159 loss_ce_0: 0.5178 loss_bbox_0: 0.3046 loss_giou_0: 0.5273 loss_ce_1: 0.4062 loss_bbox_1: 0.2106 loss_giou_1: 0.3726 loss_ce_2: 0.3293 loss_bbox_2: 0.1876 loss_giou_2: 0.3385 loss_ce_3: 0.3026 loss_bbox_3: 0.1859 loss_giou_3: 0.324 loss_ce_4: 0.2931 loss_bbox_4: 0.1816 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:45] d2.utils.events INFO: eta: 14:58:31 iter: 257779 total_loss: 5.495 loss_ce: 0.2739 loss_bbox: 0.185 loss_giou: 0.3233 loss_ce_0: 0.4894 loss_bbox_0: 0.3145 loss_giou_0: 0.4952 loss_ce_1: 0.3917 loss_bbox_1: 0.2175 loss_giou_1: 0.3692 loss_ce_2: 0.3123 loss_bbox_2: 0.1972 loss_giou_2: 0.3437 loss_ce_3: 0.2805 loss_bbox_3: 0.1956 loss_giou_3: 0.3281 loss_ce_4: 0.279 loss_bbox_4: 0.1891 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:51] d2.utils.events INFO: eta: 14:58:35 iter: 257799 total_loss: 5.475 loss_ce: 0.2741 loss_bbox: 0.1729 loss_giou: 0.3208 loss_ce_0: 0.503 loss_bbox_0: 0.291 loss_giou_0: 0.508 loss_ce_1: 0.3781 loss_bbox_1: 0.2005 loss_giou_1: 0.369 loss_ce_2: 0.317 loss_bbox_2: 0.174 loss_giou_2: 0.3409 loss_ce_3: 0.2905 loss_bbox_3: 0.1703 loss_giou_3: 0.3295 loss_ce_4: 0.2726 loss_bbox_4: 0.1704 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 10:14:56] d2.utils.events INFO: eta: 14:58:20 iter: 257819 total_loss: 5.915 loss_ce: 0.2924 loss_bbox: 0.2006 loss_giou: 0.355 loss_ce_0: 0.5081 loss_bbox_0: 0.3112 loss_giou_0: 0.5325 loss_ce_1: 0.3872 loss_bbox_1: 0.2321 loss_giou_1: 0.4132 loss_ce_2: 0.3359 loss_bbox_2: 0.2077 loss_giou_2: 0.3726 loss_ce_3: 0.3051 loss_bbox_3: 0.2026 loss_giou_3: 0.3699 loss_ce_4: 0.2921 loss_bbox_4: 0.2043 loss_giou_4: 0.3554 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:02] d2.utils.events INFO: eta: 14:58:11 iter: 257839 total_loss: 5.576 loss_ce: 0.2913 loss_bbox: 0.1801 loss_giou: 0.3282 loss_ce_0: 0.499 loss_bbox_0: 0.2963 loss_giou_0: 0.5262 loss_ce_1: 0.3882 loss_bbox_1: 0.2002 loss_giou_1: 0.3784 loss_ce_2: 0.324 loss_bbox_2: 0.1886 loss_giou_2: 0.3456 loss_ce_3: 0.301 loss_bbox_3: 0.1807 loss_giou_3: 0.3433 loss_ce_4: 0.296 loss_bbox_4: 0.179 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:08] d2.utils.events INFO: eta: 14:58:05 iter: 257859 total_loss: 5.321 loss_ce: 0.2741 loss_bbox: 0.1662 loss_giou: 0.3358 loss_ce_0: 0.4804 loss_bbox_0: 0.2973 loss_giou_0: 0.5003 loss_ce_1: 0.3664 loss_bbox_1: 0.1961 loss_giou_1: 0.3887 loss_ce_2: 0.3134 loss_bbox_2: 0.1802 loss_giou_2: 0.357 loss_ce_3: 0.2821 loss_bbox_3: 0.175 loss_giou_3: 0.3447 loss_ce_4: 0.2772 loss_bbox_4: 0.1696 loss_giou_4: 0.3396 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:13] d2.utils.events INFO: eta: 14:57:41 iter: 257879 total_loss: 5.364 loss_ce: 0.2725 loss_bbox: 0.1783 loss_giou: 0.3254 loss_ce_0: 0.4883 loss_bbox_0: 0.2957 loss_giou_0: 0.4902 loss_ce_1: 0.3804 loss_bbox_1: 0.2143 loss_giou_1: 0.3665 loss_ce_2: 0.3093 loss_bbox_2: 0.1974 loss_giou_2: 0.34 loss_ce_3: 0.2765 loss_bbox_3: 0.1837 loss_giou_3: 0.3305 loss_ce_4: 0.2764 loss_bbox_4: 0.1802 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:19] d2.utils.events INFO: eta: 14:58:02 iter: 257899 total_loss: 5.543 loss_ce: 0.2736 loss_bbox: 0.189 loss_giou: 0.3374 loss_ce_0: 0.4746 loss_bbox_0: 0.3113 loss_giou_0: 0.5014 loss_ce_1: 0.3699 loss_bbox_1: 0.2153 loss_giou_1: 0.3779 loss_ce_2: 0.3068 loss_bbox_2: 0.1973 loss_giou_2: 0.3498 loss_ce_3: 0.2819 loss_bbox_3: 0.189 loss_giou_3: 0.3435 loss_ce_4: 0.2694 loss_bbox_4: 0.1859 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:25] d2.utils.events INFO: eta: 14:58:09 iter: 257919 total_loss: 5.429 loss_ce: 0.2599 loss_bbox: 0.1687 loss_giou: 0.3231 loss_ce_0: 0.4896 loss_bbox_0: 0.3037 loss_giou_0: 0.5159 loss_ce_1: 0.3768 loss_bbox_1: 0.2054 loss_giou_1: 0.3798 loss_ce_2: 0.3096 loss_bbox_2: 0.1878 loss_giou_2: 0.3503 loss_ce_3: 0.2912 loss_bbox_3: 0.1792 loss_giou_3: 0.3322 loss_ce_4: 0.2641 loss_bbox_4: 0.1724 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:30] d2.utils.events INFO: eta: 14:58:09 iter: 257939 total_loss: 5.487 loss_ce: 0.2921 loss_bbox: 0.1743 loss_giou: 0.3034 loss_ce_0: 0.5035 loss_bbox_0: 0.3054 loss_giou_0: 0.4734 loss_ce_1: 0.3907 loss_bbox_1: 0.2145 loss_giou_1: 0.3473 loss_ce_2: 0.3407 loss_bbox_2: 0.1933 loss_giou_2: 0.3197 loss_ce_3: 0.3064 loss_bbox_3: 0.1831 loss_giou_3: 0.3071 loss_ce_4: 0.2955 loss_bbox_4: 0.1785 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:36] d2.utils.events INFO: eta: 14:58:28 iter: 257959 total_loss: 5.581 loss_ce: 0.266 loss_bbox: 0.1765 loss_giou: 0.335 loss_ce_0: 0.482 loss_bbox_0: 0.3057 loss_giou_0: 0.5207 loss_ce_1: 0.367 loss_bbox_1: 0.2072 loss_giou_1: 0.3846 loss_ce_2: 0.3179 loss_bbox_2: 0.1944 loss_giou_2: 0.3594 loss_ce_3: 0.2866 loss_bbox_3: 0.1824 loss_giou_3: 0.3474 loss_ce_4: 0.2691 loss_bbox_4: 0.1803 loss_giou_4: 0.3392 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:42] d2.utils.events INFO: eta: 14:58:28 iter: 257979 total_loss: 5.554 loss_ce: 0.2701 loss_bbox: 0.1762 loss_giou: 0.3424 loss_ce_0: 0.4905 loss_bbox_0: 0.3044 loss_giou_0: 0.5531 loss_ce_1: 0.378 loss_bbox_1: 0.1979 loss_giou_1: 0.3877 loss_ce_2: 0.314 loss_bbox_2: 0.186 loss_giou_2: 0.3595 loss_ce_3: 0.285 loss_bbox_3: 0.1797 loss_giou_3: 0.3444 loss_ce_4: 0.2777 loss_bbox_4: 0.1779 loss_giou_4: 0.3435 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:47] d2.utils.events INFO: eta: 14:58:18 iter: 257999 total_loss: 5.715 loss_ce: 0.2743 loss_bbox: 0.1881 loss_giou: 0.3227 loss_ce_0: 0.5137 loss_bbox_0: 0.3219 loss_giou_0: 0.5224 loss_ce_1: 0.3953 loss_bbox_1: 0.2185 loss_giou_1: 0.3743 loss_ce_2: 0.3215 loss_bbox_2: 0.1969 loss_giou_2: 0.3437 loss_ce_3: 0.2894 loss_bbox_3: 0.1947 loss_giou_3: 0.335 loss_ce_4: 0.288 loss_bbox_4: 0.1913 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:53] d2.utils.events INFO: eta: 14:58:13 iter: 258019 total_loss: 5.421 loss_ce: 0.2609 loss_bbox: 0.1697 loss_giou: 0.3174 loss_ce_0: 0.479 loss_bbox_0: 0.2913 loss_giou_0: 0.5068 loss_ce_1: 0.3699 loss_bbox_1: 0.2086 loss_giou_1: 0.3618 loss_ce_2: 0.3033 loss_bbox_2: 0.183 loss_giou_2: 0.3362 loss_ce_3: 0.284 loss_bbox_3: 0.1764 loss_giou_3: 0.3274 loss_ce_4: 0.2724 loss_bbox_4: 0.1719 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 10:15:59] d2.utils.events INFO: eta: 14:58:05 iter: 258039 total_loss: 5.711 loss_ce: 0.288 loss_bbox: 0.18 loss_giou: 0.3432 loss_ce_0: 0.4831 loss_bbox_0: 0.3047 loss_giou_0: 0.5211 loss_ce_1: 0.3871 loss_bbox_1: 0.2093 loss_giou_1: 0.3894 loss_ce_2: 0.3279 loss_bbox_2: 0.1964 loss_giou_2: 0.3551 loss_ce_3: 0.29 loss_bbox_3: 0.1834 loss_giou_3: 0.3498 loss_ce_4: 0.2887 loss_bbox_4: 0.1813 loss_giou_4: 0.3454 time: 0.2800 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:04] d2.utils.events INFO: eta: 14:58:01 iter: 258059 total_loss: 5.574 loss_ce: 0.272 loss_bbox: 0.1756 loss_giou: 0.3417 loss_ce_0: 0.4913 loss_bbox_0: 0.3053 loss_giou_0: 0.5252 loss_ce_1: 0.3889 loss_bbox_1: 0.2128 loss_giou_1: 0.3907 loss_ce_2: 0.3222 loss_bbox_2: 0.191 loss_giou_2: 0.3644 loss_ce_3: 0.2877 loss_bbox_3: 0.1852 loss_giou_3: 0.3547 loss_ce_4: 0.2728 loss_bbox_4: 0.181 loss_giou_4: 0.3508 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:10] d2.utils.events INFO: eta: 14:57:54 iter: 258079 total_loss: 5.683 loss_ce: 0.2743 loss_bbox: 0.1914 loss_giou: 0.3479 loss_ce_0: 0.4931 loss_bbox_0: 0.3107 loss_giou_0: 0.5241 loss_ce_1: 0.3835 loss_bbox_1: 0.2256 loss_giou_1: 0.3795 loss_ce_2: 0.3253 loss_bbox_2: 0.2021 loss_giou_2: 0.3579 loss_ce_3: 0.2905 loss_bbox_3: 0.1887 loss_giou_3: 0.3545 loss_ce_4: 0.2874 loss_bbox_4: 0.1915 loss_giou_4: 0.3531 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:16] d2.utils.events INFO: eta: 14:58:20 iter: 258099 total_loss: 5.483 loss_ce: 0.2768 loss_bbox: 0.1739 loss_giou: 0.3254 loss_ce_0: 0.4931 loss_bbox_0: 0.3036 loss_giou_0: 0.5016 loss_ce_1: 0.3903 loss_bbox_1: 0.2048 loss_giou_1: 0.3748 loss_ce_2: 0.3274 loss_bbox_2: 0.1865 loss_giou_2: 0.3424 loss_ce_3: 0.28 loss_bbox_3: 0.1797 loss_giou_3: 0.3367 loss_ce_4: 0.2747 loss_bbox_4: 0.1754 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:22] d2.utils.events INFO: eta: 14:58:20 iter: 258119 total_loss: 5.337 loss_ce: 0.2758 loss_bbox: 0.1806 loss_giou: 0.3066 loss_ce_0: 0.4954 loss_bbox_0: 0.2934 loss_giou_0: 0.473 loss_ce_1: 0.3814 loss_bbox_1: 0.2102 loss_giou_1: 0.3401 loss_ce_2: 0.3306 loss_bbox_2: 0.1913 loss_giou_2: 0.3139 loss_ce_3: 0.2935 loss_bbox_3: 0.1854 loss_giou_3: 0.3117 loss_ce_4: 0.2802 loss_bbox_4: 0.1801 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:27] d2.utils.events INFO: eta: 14:58:49 iter: 258139 total_loss: 5.111 loss_ce: 0.2522 loss_bbox: 0.1522 loss_giou: 0.3133 loss_ce_0: 0.458 loss_bbox_0: 0.2757 loss_giou_0: 0.4911 loss_ce_1: 0.3555 loss_bbox_1: 0.1879 loss_giou_1: 0.3592 loss_ce_2: 0.2968 loss_bbox_2: 0.1641 loss_giou_2: 0.3278 loss_ce_3: 0.2647 loss_bbox_3: 0.1581 loss_giou_3: 0.3201 loss_ce_4: 0.2551 loss_bbox_4: 0.1578 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:33] d2.utils.events INFO: eta: 14:58:54 iter: 258159 total_loss: 5.391 loss_ce: 0.268 loss_bbox: 0.1816 loss_giou: 0.318 loss_ce_0: 0.4815 loss_bbox_0: 0.3132 loss_giou_0: 0.5024 loss_ce_1: 0.3738 loss_bbox_1: 0.2107 loss_giou_1: 0.3634 loss_ce_2: 0.3192 loss_bbox_2: 0.1915 loss_giou_2: 0.334 loss_ce_3: 0.2864 loss_bbox_3: 0.1834 loss_giou_3: 0.3287 loss_ce_4: 0.2736 loss_bbox_4: 0.1781 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:39] d2.utils.events INFO: eta: 14:58:48 iter: 258179 total_loss: 5.642 loss_ce: 0.2839 loss_bbox: 0.1891 loss_giou: 0.3452 loss_ce_0: 0.5014 loss_bbox_0: 0.3232 loss_giou_0: 0.5162 loss_ce_1: 0.3794 loss_bbox_1: 0.2265 loss_giou_1: 0.3918 loss_ce_2: 0.3214 loss_bbox_2: 0.2032 loss_giou_2: 0.3602 loss_ce_3: 0.3067 loss_bbox_3: 0.1923 loss_giou_3: 0.3525 loss_ce_4: 0.2849 loss_bbox_4: 0.1879 loss_giou_4: 0.348 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:44] d2.utils.events INFO: eta: 14:58:42 iter: 258199 total_loss: 5.215 loss_ce: 0.2806 loss_bbox: 0.1847 loss_giou: 0.2968 loss_ce_0: 0.476 loss_bbox_0: 0.2949 loss_giou_0: 0.4486 loss_ce_1: 0.3731 loss_bbox_1: 0.216 loss_giou_1: 0.3488 loss_ce_2: 0.3022 loss_bbox_2: 0.202 loss_giou_2: 0.3249 loss_ce_3: 0.2839 loss_bbox_3: 0.1912 loss_giou_3: 0.3118 loss_ce_4: 0.2753 loss_bbox_4: 0.1853 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:50] d2.utils.events INFO: eta: 14:58:37 iter: 258219 total_loss: 5.442 loss_ce: 0.2576 loss_bbox: 0.1719 loss_giou: 0.3202 loss_ce_0: 0.4871 loss_bbox_0: 0.2891 loss_giou_0: 0.4888 loss_ce_1: 0.3698 loss_bbox_1: 0.1989 loss_giou_1: 0.3701 loss_ce_2: 0.3032 loss_bbox_2: 0.1793 loss_giou_2: 0.3382 loss_ce_3: 0.2773 loss_bbox_3: 0.174 loss_giou_3: 0.3311 loss_ce_4: 0.2633 loss_bbox_4: 0.1739 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 10:16:56] d2.utils.events INFO: eta: 14:58:30 iter: 258239 total_loss: 5.704 loss_ce: 0.2881 loss_bbox: 0.1842 loss_giou: 0.3317 loss_ce_0: 0.5148 loss_bbox_0: 0.316 loss_giou_0: 0.5055 loss_ce_1: 0.4044 loss_bbox_1: 0.2098 loss_giou_1: 0.3827 loss_ce_2: 0.3397 loss_bbox_2: 0.1951 loss_giou_2: 0.3491 loss_ce_3: 0.3004 loss_bbox_3: 0.1909 loss_giou_3: 0.343 loss_ce_4: 0.2909 loss_bbox_4: 0.1839 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:01] d2.utils.events INFO: eta: 14:58:11 iter: 258259 total_loss: 5.733 loss_ce: 0.2874 loss_bbox: 0.1892 loss_giou: 0.329 loss_ce_0: 0.5028 loss_bbox_0: 0.3192 loss_giou_0: 0.5141 loss_ce_1: 0.4023 loss_bbox_1: 0.2149 loss_giou_1: 0.3746 loss_ce_2: 0.3451 loss_bbox_2: 0.1922 loss_giou_2: 0.353 loss_ce_3: 0.316 loss_bbox_3: 0.1932 loss_giou_3: 0.3343 loss_ce_4: 0.2968 loss_bbox_4: 0.1855 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:07] d2.utils.events INFO: eta: 14:58:17 iter: 258279 total_loss: 5.401 loss_ce: 0.2762 loss_bbox: 0.1906 loss_giou: 0.3276 loss_ce_0: 0.4733 loss_bbox_0: 0.3112 loss_giou_0: 0.472 loss_ce_1: 0.3792 loss_bbox_1: 0.2274 loss_giou_1: 0.3611 loss_ce_2: 0.3076 loss_bbox_2: 0.2015 loss_giou_2: 0.3386 loss_ce_3: 0.2773 loss_bbox_3: 0.1988 loss_giou_3: 0.3324 loss_ce_4: 0.2761 loss_bbox_4: 0.1925 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:12] d2.utils.events INFO: eta: 14:58:03 iter: 258299 total_loss: 5.541 loss_ce: 0.2658 loss_bbox: 0.1675 loss_giou: 0.3531 loss_ce_0: 0.476 loss_bbox_0: 0.3046 loss_giou_0: 0.5361 loss_ce_1: 0.3654 loss_bbox_1: 0.2106 loss_giou_1: 0.3902 loss_ce_2: 0.2917 loss_bbox_2: 0.1881 loss_giou_2: 0.368 loss_ce_3: 0.2767 loss_bbox_3: 0.1767 loss_giou_3: 0.3614 loss_ce_4: 0.2721 loss_bbox_4: 0.1725 loss_giou_4: 0.3584 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:18] d2.utils.events INFO: eta: 14:58:08 iter: 258319 total_loss: 5.461 loss_ce: 0.2833 loss_bbox: 0.1544 loss_giou: 0.3361 loss_ce_0: 0.4944 loss_bbox_0: 0.2885 loss_giou_0: 0.5156 loss_ce_1: 0.3875 loss_bbox_1: 0.1899 loss_giou_1: 0.3849 loss_ce_2: 0.3257 loss_bbox_2: 0.1698 loss_giou_2: 0.3546 loss_ce_3: 0.2948 loss_bbox_3: 0.1688 loss_giou_3: 0.347 loss_ce_4: 0.2875 loss_bbox_4: 0.1622 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:24] d2.utils.events INFO: eta: 14:58:02 iter: 258339 total_loss: 5.561 loss_ce: 0.2619 loss_bbox: 0.1871 loss_giou: 0.3298 loss_ce_0: 0.4987 loss_bbox_0: 0.3015 loss_giou_0: 0.5037 loss_ce_1: 0.3913 loss_bbox_1: 0.2076 loss_giou_1: 0.3735 loss_ce_2: 0.3222 loss_bbox_2: 0.1913 loss_giou_2: 0.3451 loss_ce_3: 0.2871 loss_bbox_3: 0.1866 loss_giou_3: 0.3325 loss_ce_4: 0.2661 loss_bbox_4: 0.189 loss_giou_4: 0.3349 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:29] d2.utils.events INFO: eta: 14:57:32 iter: 258359 total_loss: 5.533 loss_ce: 0.2755 loss_bbox: 0.1893 loss_giou: 0.3178 loss_ce_0: 0.5063 loss_bbox_0: 0.3112 loss_giou_0: 0.4989 loss_ce_1: 0.392 loss_bbox_1: 0.2191 loss_giou_1: 0.3641 loss_ce_2: 0.3255 loss_bbox_2: 0.2015 loss_giou_2: 0.3361 loss_ce_3: 0.2856 loss_bbox_3: 0.194 loss_giou_3: 0.323 loss_ce_4: 0.279 loss_bbox_4: 0.1888 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:35] d2.utils.events INFO: eta: 14:57:45 iter: 258379 total_loss: 5.407 loss_ce: 0.2518 loss_bbox: 0.1795 loss_giou: 0.3308 loss_ce_0: 0.4759 loss_bbox_0: 0.2939 loss_giou_0: 0.5069 loss_ce_1: 0.3634 loss_bbox_1: 0.2125 loss_giou_1: 0.3758 loss_ce_2: 0.3048 loss_bbox_2: 0.1921 loss_giou_2: 0.345 loss_ce_3: 0.2754 loss_bbox_3: 0.1815 loss_giou_3: 0.3403 loss_ce_4: 0.261 loss_bbox_4: 0.1789 loss_giou_4: 0.3399 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:41] d2.utils.events INFO: eta: 14:57:18 iter: 258399 total_loss: 5.486 loss_ce: 0.2863 loss_bbox: 0.1824 loss_giou: 0.3141 loss_ce_0: 0.4816 loss_bbox_0: 0.3202 loss_giou_0: 0.4882 loss_ce_1: 0.3959 loss_bbox_1: 0.2188 loss_giou_1: 0.3621 loss_ce_2: 0.3249 loss_bbox_2: 0.2013 loss_giou_2: 0.3268 loss_ce_3: 0.2935 loss_bbox_3: 0.1911 loss_giou_3: 0.3184 loss_ce_4: 0.2906 loss_bbox_4: 0.1824 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:46] d2.utils.events INFO: eta: 14:56:50 iter: 258419 total_loss: 5.581 loss_ce: 0.2883 loss_bbox: 0.1788 loss_giou: 0.3337 loss_ce_0: 0.4808 loss_bbox_0: 0.2977 loss_giou_0: 0.5125 loss_ce_1: 0.3868 loss_bbox_1: 0.2181 loss_giou_1: 0.3862 loss_ce_2: 0.3246 loss_bbox_2: 0.1977 loss_giou_2: 0.3489 loss_ce_3: 0.2989 loss_bbox_3: 0.1865 loss_giou_3: 0.3375 loss_ce_4: 0.2815 loss_bbox_4: 0.1824 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:52] d2.utils.events INFO: eta: 14:56:56 iter: 258439 total_loss: 5.676 loss_ce: 0.2856 loss_bbox: 0.1829 loss_giou: 0.3393 loss_ce_0: 0.4866 loss_bbox_0: 0.3086 loss_giou_0: 0.5037 loss_ce_1: 0.385 loss_bbox_1: 0.219 loss_giou_1: 0.3911 loss_ce_2: 0.3211 loss_bbox_2: 0.2051 loss_giou_2: 0.3624 loss_ce_3: 0.2913 loss_bbox_3: 0.1935 loss_giou_3: 0.3511 loss_ce_4: 0.2796 loss_bbox_4: 0.1901 loss_giou_4: 0.3432 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 10:17:58] d2.utils.events INFO: eta: 14:56:19 iter: 258459 total_loss: 5.011 loss_ce: 0.2574 loss_bbox: 0.1699 loss_giou: 0.298 loss_ce_0: 0.4863 loss_bbox_0: 0.3106 loss_giou_0: 0.4587 loss_ce_1: 0.3618 loss_bbox_1: 0.1999 loss_giou_1: 0.3418 loss_ce_2: 0.2942 loss_bbox_2: 0.1797 loss_giou_2: 0.3169 loss_ce_3: 0.2703 loss_bbox_3: 0.1757 loss_giou_3: 0.3115 loss_ce_4: 0.2565 loss_bbox_4: 0.1708 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:03] d2.utils.events INFO: eta: 14:56:13 iter: 258479 total_loss: 5.472 loss_ce: 0.2714 loss_bbox: 0.1755 loss_giou: 0.3305 loss_ce_0: 0.5044 loss_bbox_0: 0.2905 loss_giou_0: 0.5061 loss_ce_1: 0.3869 loss_bbox_1: 0.1985 loss_giou_1: 0.3824 loss_ce_2: 0.3234 loss_bbox_2: 0.1808 loss_giou_2: 0.3486 loss_ce_3: 0.2964 loss_bbox_3: 0.1768 loss_giou_3: 0.3421 loss_ce_4: 0.2807 loss_bbox_4: 0.1763 loss_giou_4: 0.336 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:09] d2.utils.events INFO: eta: 14:56:09 iter: 258499 total_loss: 5.57 loss_ce: 0.2854 loss_bbox: 0.1681 loss_giou: 0.3473 loss_ce_0: 0.4978 loss_bbox_0: 0.2893 loss_giou_0: 0.5343 loss_ce_1: 0.3964 loss_bbox_1: 0.2002 loss_giou_1: 0.3917 loss_ce_2: 0.3216 loss_bbox_2: 0.1817 loss_giou_2: 0.3604 loss_ce_3: 0.2972 loss_bbox_3: 0.1731 loss_giou_3: 0.3539 loss_ce_4: 0.2869 loss_bbox_4: 0.1702 loss_giou_4: 0.3452 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:15] d2.utils.events INFO: eta: 14:56:24 iter: 258519 total_loss: 5.839 loss_ce: 0.3033 loss_bbox: 0.1789 loss_giou: 0.3562 loss_ce_0: 0.5077 loss_bbox_0: 0.3088 loss_giou_0: 0.5663 loss_ce_1: 0.4046 loss_bbox_1: 0.2091 loss_giou_1: 0.4051 loss_ce_2: 0.3365 loss_bbox_2: 0.1936 loss_giou_2: 0.3758 loss_ce_3: 0.315 loss_bbox_3: 0.1843 loss_giou_3: 0.3688 loss_ce_4: 0.3017 loss_bbox_4: 0.1797 loss_giou_4: 0.3571 time: 0.2800 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:20] d2.utils.events INFO: eta: 14:56:23 iter: 258539 total_loss: 5.727 loss_ce: 0.2849 loss_bbox: 0.1799 loss_giou: 0.337 loss_ce_0: 0.494 loss_bbox_0: 0.3108 loss_giou_0: 0.498 loss_ce_1: 0.3802 loss_bbox_1: 0.2203 loss_giou_1: 0.3753 loss_ce_2: 0.3142 loss_bbox_2: 0.2061 loss_giou_2: 0.3558 loss_ce_3: 0.2875 loss_bbox_3: 0.1906 loss_giou_3: 0.3431 loss_ce_4: 0.2866 loss_bbox_4: 0.1855 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:26] d2.utils.events INFO: eta: 14:56:37 iter: 258559 total_loss: 5.538 loss_ce: 0.2936 loss_bbox: 0.1738 loss_giou: 0.3465 loss_ce_0: 0.4911 loss_bbox_0: 0.2939 loss_giou_0: 0.5433 loss_ce_1: 0.375 loss_bbox_1: 0.2067 loss_giou_1: 0.4051 loss_ce_2: 0.3265 loss_bbox_2: 0.1908 loss_giou_2: 0.3652 loss_ce_3: 0.3051 loss_bbox_3: 0.1785 loss_giou_3: 0.3572 loss_ce_4: 0.2843 loss_bbox_4: 0.1798 loss_giou_4: 0.35 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:32] d2.utils.events INFO: eta: 14:56:41 iter: 258579 total_loss: 5.484 loss_ce: 0.2594 loss_bbox: 0.1749 loss_giou: 0.3373 loss_ce_0: 0.4817 loss_bbox_0: 0.2935 loss_giou_0: 0.5186 loss_ce_1: 0.3576 loss_bbox_1: 0.2065 loss_giou_1: 0.3911 loss_ce_2: 0.306 loss_bbox_2: 0.1868 loss_giou_2: 0.3546 loss_ce_3: 0.2695 loss_bbox_3: 0.1849 loss_giou_3: 0.3451 loss_ce_4: 0.2601 loss_bbox_4: 0.1768 loss_giou_4: 0.3403 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:37] d2.utils.events INFO: eta: 14:56:26 iter: 258599 total_loss: 5.787 loss_ce: 0.2935 loss_bbox: 0.1775 loss_giou: 0.326 loss_ce_0: 0.5006 loss_bbox_0: 0.3089 loss_giou_0: 0.5282 loss_ce_1: 0.3921 loss_bbox_1: 0.2146 loss_giou_1: 0.3789 loss_ce_2: 0.3251 loss_bbox_2: 0.1904 loss_giou_2: 0.3464 loss_ce_3: 0.2944 loss_bbox_3: 0.1865 loss_giou_3: 0.3357 loss_ce_4: 0.2926 loss_bbox_4: 0.1822 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:43] d2.utils.events INFO: eta: 14:55:47 iter: 258619 total_loss: 5.245 loss_ce: 0.2462 loss_bbox: 0.1714 loss_giou: 0.3044 loss_ce_0: 0.487 loss_bbox_0: 0.2904 loss_giou_0: 0.4544 loss_ce_1: 0.3551 loss_bbox_1: 0.2056 loss_giou_1: 0.3442 loss_ce_2: 0.292 loss_bbox_2: 0.1897 loss_giou_2: 0.3222 loss_ce_3: 0.2554 loss_bbox_3: 0.1825 loss_giou_3: 0.3101 loss_ce_4: 0.2465 loss_bbox_4: 0.1769 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:49] d2.utils.events INFO: eta: 14:55:10 iter: 258639 total_loss: 5.523 loss_ce: 0.2834 loss_bbox: 0.1785 loss_giou: 0.3173 loss_ce_0: 0.5092 loss_bbox_0: 0.3124 loss_giou_0: 0.5041 loss_ce_1: 0.3966 loss_bbox_1: 0.2153 loss_giou_1: 0.3594 loss_ce_2: 0.3276 loss_bbox_2: 0.1939 loss_giou_2: 0.3273 loss_ce_3: 0.2976 loss_bbox_3: 0.1851 loss_giou_3: 0.3275 loss_ce_4: 0.2809 loss_bbox_4: 0.1811 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:18:54] d2.utils.events INFO: eta: 14:54:37 iter: 258659 total_loss: 5.162 loss_ce: 0.2595 loss_bbox: 0.1632 loss_giou: 0.2993 loss_ce_0: 0.4742 loss_bbox_0: 0.2949 loss_giou_0: 0.4787 loss_ce_1: 0.3603 loss_bbox_1: 0.1936 loss_giou_1: 0.3497 loss_ce_2: 0.2936 loss_bbox_2: 0.1752 loss_giou_2: 0.3196 loss_ce_3: 0.2659 loss_bbox_3: 0.1735 loss_giou_3: 0.3084 loss_ce_4: 0.2568 loss_bbox_4: 0.1671 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:00] d2.utils.events INFO: eta: 14:54:02 iter: 258679 total_loss: 5.334 loss_ce: 0.2532 loss_bbox: 0.1658 loss_giou: 0.3383 loss_ce_0: 0.4726 loss_bbox_0: 0.2833 loss_giou_0: 0.491 loss_ce_1: 0.3544 loss_bbox_1: 0.1926 loss_giou_1: 0.3654 loss_ce_2: 0.2971 loss_bbox_2: 0.1808 loss_giou_2: 0.3446 loss_ce_3: 0.2696 loss_bbox_3: 0.17 loss_giou_3: 0.341 loss_ce_4: 0.254 loss_bbox_4: 0.1686 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:05] d2.utils.events INFO: eta: 14:53:51 iter: 258699 total_loss: 5.015 loss_ce: 0.2516 loss_bbox: 0.1647 loss_giou: 0.3144 loss_ce_0: 0.4665 loss_bbox_0: 0.2894 loss_giou_0: 0.4736 loss_ce_1: 0.3481 loss_bbox_1: 0.1947 loss_giou_1: 0.3549 loss_ce_2: 0.2822 loss_bbox_2: 0.1742 loss_giou_2: 0.3334 loss_ce_3: 0.248 loss_bbox_3: 0.1702 loss_giou_3: 0.3234 loss_ce_4: 0.2509 loss_bbox_4: 0.165 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:11] d2.utils.events INFO: eta: 14:53:55 iter: 258719 total_loss: 5.379 loss_ce: 0.2653 loss_bbox: 0.1773 loss_giou: 0.3275 loss_ce_0: 0.4891 loss_bbox_0: 0.3008 loss_giou_0: 0.4875 loss_ce_1: 0.375 loss_bbox_1: 0.207 loss_giou_1: 0.3726 loss_ce_2: 0.3148 loss_bbox_2: 0.1899 loss_giou_2: 0.3519 loss_ce_3: 0.2744 loss_bbox_3: 0.1834 loss_giou_3: 0.3388 loss_ce_4: 0.2738 loss_bbox_4: 0.1775 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:17] d2.utils.events INFO: eta: 14:53:55 iter: 258739 total_loss: 5.528 loss_ce: 0.2731 loss_bbox: 0.1869 loss_giou: 0.3305 loss_ce_0: 0.4855 loss_bbox_0: 0.2989 loss_giou_0: 0.5111 loss_ce_1: 0.3805 loss_bbox_1: 0.2207 loss_giou_1: 0.3768 loss_ce_2: 0.3165 loss_bbox_2: 0.1933 loss_giou_2: 0.35 loss_ce_3: 0.2855 loss_bbox_3: 0.1933 loss_giou_3: 0.3434 loss_ce_4: 0.2797 loss_bbox_4: 0.1917 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:22] d2.utils.events INFO: eta: 14:53:38 iter: 258759 total_loss: 5.527 loss_ce: 0.2579 loss_bbox: 0.1835 loss_giou: 0.3629 loss_ce_0: 0.4843 loss_bbox_0: 0.3096 loss_giou_0: 0.5368 loss_ce_1: 0.3874 loss_bbox_1: 0.2199 loss_giou_1: 0.4169 loss_ce_2: 0.3065 loss_bbox_2: 0.1981 loss_giou_2: 0.3857 loss_ce_3: 0.2836 loss_bbox_3: 0.1945 loss_giou_3: 0.3767 loss_ce_4: 0.2668 loss_bbox_4: 0.1851 loss_giou_4: 0.3685 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:28] d2.utils.events INFO: eta: 14:53:24 iter: 258779 total_loss: 5.557 loss_ce: 0.2864 loss_bbox: 0.1816 loss_giou: 0.3288 loss_ce_0: 0.4827 loss_bbox_0: 0.3118 loss_giou_0: 0.5237 loss_ce_1: 0.3769 loss_bbox_1: 0.2145 loss_giou_1: 0.3799 loss_ce_2: 0.3351 loss_bbox_2: 0.1924 loss_giou_2: 0.3453 loss_ce_3: 0.2985 loss_bbox_3: 0.1815 loss_giou_3: 0.3307 loss_ce_4: 0.2901 loss_bbox_4: 0.184 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:34] d2.utils.events INFO: eta: 14:53:33 iter: 258799 total_loss: 5.622 loss_ce: 0.2801 loss_bbox: 0.1751 loss_giou: 0.3292 loss_ce_0: 0.4942 loss_bbox_0: 0.3019 loss_giou_0: 0.5453 loss_ce_1: 0.3807 loss_bbox_1: 0.2047 loss_giou_1: 0.3789 loss_ce_2: 0.3294 loss_bbox_2: 0.1877 loss_giou_2: 0.3499 loss_ce_3: 0.2983 loss_bbox_3: 0.1832 loss_giou_3: 0.3423 loss_ce_4: 0.2788 loss_bbox_4: 0.18 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:39] d2.utils.events INFO: eta: 14:53:17 iter: 258819 total_loss: 5.655 loss_ce: 0.2695 loss_bbox: 0.1794 loss_giou: 0.3399 loss_ce_0: 0.4943 loss_bbox_0: 0.3064 loss_giou_0: 0.5045 loss_ce_1: 0.3838 loss_bbox_1: 0.2131 loss_giou_1: 0.3785 loss_ce_2: 0.3227 loss_bbox_2: 0.1887 loss_giou_2: 0.3582 loss_ce_3: 0.2841 loss_bbox_3: 0.1879 loss_giou_3: 0.3494 loss_ce_4: 0.2742 loss_bbox_4: 0.1822 loss_giou_4: 0.3425 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:45] d2.utils.events INFO: eta: 14:53:07 iter: 258839 total_loss: 5.285 loss_ce: 0.2699 loss_bbox: 0.1722 loss_giou: 0.305 loss_ce_0: 0.5031 loss_bbox_0: 0.3144 loss_giou_0: 0.4931 loss_ce_1: 0.3916 loss_bbox_1: 0.2008 loss_giou_1: 0.3536 loss_ce_2: 0.3206 loss_bbox_2: 0.1847 loss_giou_2: 0.3207 loss_ce_3: 0.2803 loss_bbox_3: 0.1777 loss_giou_3: 0.3133 loss_ce_4: 0.2742 loss_bbox_4: 0.176 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:50] d2.utils.events INFO: eta: 14:52:22 iter: 258859 total_loss: 5.558 loss_ce: 0.289 loss_bbox: 0.1752 loss_giou: 0.3107 loss_ce_0: 0.5138 loss_bbox_0: 0.3194 loss_giou_0: 0.4966 loss_ce_1: 0.4006 loss_bbox_1: 0.2099 loss_giou_1: 0.361 loss_ce_2: 0.3421 loss_bbox_2: 0.1975 loss_giou_2: 0.3224 loss_ce_3: 0.3069 loss_bbox_3: 0.1843 loss_giou_3: 0.3189 loss_ce_4: 0.2929 loss_bbox_4: 0.1769 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 10:19:56] d2.utils.events INFO: eta: 14:52:16 iter: 258879 total_loss: 5.443 loss_ce: 0.2624 loss_bbox: 0.1807 loss_giou: 0.3271 loss_ce_0: 0.4821 loss_bbox_0: 0.3031 loss_giou_0: 0.5044 loss_ce_1: 0.3755 loss_bbox_1: 0.2116 loss_giou_1: 0.384 loss_ce_2: 0.3108 loss_bbox_2: 0.1883 loss_giou_2: 0.3519 loss_ce_3: 0.2815 loss_bbox_3: 0.1857 loss_giou_3: 0.3358 loss_ce_4: 0.2676 loss_bbox_4: 0.1856 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:02] d2.utils.events INFO: eta: 14:52:11 iter: 258899 total_loss: 5.496 loss_ce: 0.2673 loss_bbox: 0.1926 loss_giou: 0.3396 loss_ce_0: 0.4981 loss_bbox_0: 0.299 loss_giou_0: 0.51 loss_ce_1: 0.3995 loss_bbox_1: 0.2182 loss_giou_1: 0.3883 loss_ce_2: 0.3303 loss_bbox_2: 0.2002 loss_giou_2: 0.3595 loss_ce_3: 0.2809 loss_bbox_3: 0.2002 loss_giou_3: 0.3477 loss_ce_4: 0.281 loss_bbox_4: 0.1957 loss_giou_4: 0.3429 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:08] d2.utils.events INFO: eta: 14:51:58 iter: 258919 total_loss: 5.556 loss_ce: 0.2791 loss_bbox: 0.1827 loss_giou: 0.33 loss_ce_0: 0.4921 loss_bbox_0: 0.3061 loss_giou_0: 0.5029 loss_ce_1: 0.3842 loss_bbox_1: 0.215 loss_giou_1: 0.3758 loss_ce_2: 0.3253 loss_bbox_2: 0.1969 loss_giou_2: 0.3496 loss_ce_3: 0.289 loss_bbox_3: 0.1938 loss_giou_3: 0.3431 loss_ce_4: 0.2725 loss_bbox_4: 0.1845 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:13] d2.utils.events INFO: eta: 14:52:10 iter: 258939 total_loss: 5.526 loss_ce: 0.2674 loss_bbox: 0.1665 loss_giou: 0.3388 loss_ce_0: 0.4867 loss_bbox_0: 0.293 loss_giou_0: 0.5217 loss_ce_1: 0.3592 loss_bbox_1: 0.1996 loss_giou_1: 0.3822 loss_ce_2: 0.3043 loss_bbox_2: 0.179 loss_giou_2: 0.351 loss_ce_3: 0.2774 loss_bbox_3: 0.1747 loss_giou_3: 0.3463 loss_ce_4: 0.2666 loss_bbox_4: 0.1692 loss_giou_4: 0.3427 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:19] d2.utils.events INFO: eta: 14:52:02 iter: 258959 total_loss: 5.796 loss_ce: 0.2939 loss_bbox: 0.1722 loss_giou: 0.3293 loss_ce_0: 0.4907 loss_bbox_0: 0.3167 loss_giou_0: 0.5251 loss_ce_1: 0.3879 loss_bbox_1: 0.2188 loss_giou_1: 0.3902 loss_ce_2: 0.3368 loss_bbox_2: 0.1903 loss_giou_2: 0.3533 loss_ce_3: 0.3078 loss_bbox_3: 0.1793 loss_giou_3: 0.3398 loss_ce_4: 0.307 loss_bbox_4: 0.1735 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:25] d2.utils.events INFO: eta: 14:51:56 iter: 258979 total_loss: 5.636 loss_ce: 0.2736 loss_bbox: 0.183 loss_giou: 0.334 loss_ce_0: 0.486 loss_bbox_0: 0.3022 loss_giou_0: 0.5074 loss_ce_1: 0.3949 loss_bbox_1: 0.2194 loss_giou_1: 0.3713 loss_ce_2: 0.3418 loss_bbox_2: 0.1991 loss_giou_2: 0.35 loss_ce_3: 0.2994 loss_bbox_3: 0.1891 loss_giou_3: 0.3393 loss_ce_4: 0.2855 loss_bbox_4: 0.1847 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:30] d2.utils.events INFO: eta: 14:51:53 iter: 258999 total_loss: 5.158 loss_ce: 0.2563 loss_bbox: 0.1674 loss_giou: 0.2921 loss_ce_0: 0.4735 loss_bbox_0: 0.2915 loss_giou_0: 0.4795 loss_ce_1: 0.3714 loss_bbox_1: 0.2034 loss_giou_1: 0.3576 loss_ce_2: 0.285 loss_bbox_2: 0.1856 loss_giou_2: 0.319 loss_ce_3: 0.2644 loss_bbox_3: 0.1785 loss_giou_3: 0.298 loss_ce_4: 0.2578 loss_bbox_4: 0.1719 loss_giou_4: 0.2967 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:36] d2.utils.events INFO: eta: 14:52:08 iter: 259019 total_loss: 5.603 loss_ce: 0.2739 loss_bbox: 0.1807 loss_giou: 0.3239 loss_ce_0: 0.4853 loss_bbox_0: 0.3149 loss_giou_0: 0.4939 loss_ce_1: 0.3843 loss_bbox_1: 0.2132 loss_giou_1: 0.3759 loss_ce_2: 0.3291 loss_bbox_2: 0.1987 loss_giou_2: 0.3515 loss_ce_3: 0.2884 loss_bbox_3: 0.1862 loss_giou_3: 0.3364 loss_ce_4: 0.2772 loss_bbox_4: 0.182 loss_giou_4: 0.3299 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:42] d2.utils.events INFO: eta: 14:51:51 iter: 259039 total_loss: 5.505 loss_ce: 0.2561 loss_bbox: 0.177 loss_giou: 0.3334 loss_ce_0: 0.4764 loss_bbox_0: 0.3054 loss_giou_0: 0.5243 loss_ce_1: 0.3708 loss_bbox_1: 0.2074 loss_giou_1: 0.3855 loss_ce_2: 0.3047 loss_bbox_2: 0.191 loss_giou_2: 0.3576 loss_ce_3: 0.2767 loss_bbox_3: 0.1847 loss_giou_3: 0.3391 loss_ce_4: 0.2598 loss_bbox_4: 0.1782 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:47] d2.utils.events INFO: eta: 14:51:57 iter: 259059 total_loss: 5.321 loss_ce: 0.2492 loss_bbox: 0.1789 loss_giou: 0.3262 loss_ce_0: 0.4748 loss_bbox_0: 0.3131 loss_giou_0: 0.4864 loss_ce_1: 0.3635 loss_bbox_1: 0.2147 loss_giou_1: 0.3637 loss_ce_2: 0.2924 loss_bbox_2: 0.194 loss_giou_2: 0.343 loss_ce_3: 0.2537 loss_bbox_3: 0.1905 loss_giou_3: 0.3315 loss_ce_4: 0.2561 loss_bbox_4: 0.1842 loss_giou_4: 0.331 time: 0.2800 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:53] d2.utils.events INFO: eta: 14:52:01 iter: 259079 total_loss: 5.655 loss_ce: 0.2861 loss_bbox: 0.178 loss_giou: 0.3324 loss_ce_0: 0.4826 loss_bbox_0: 0.3005 loss_giou_0: 0.5172 loss_ce_1: 0.3935 loss_bbox_1: 0.2128 loss_giou_1: 0.3829 loss_ce_2: 0.3288 loss_bbox_2: 0.1907 loss_giou_2: 0.3448 loss_ce_3: 0.2901 loss_bbox_3: 0.181 loss_giou_3: 0.3441 loss_ce_4: 0.2947 loss_bbox_4: 0.1778 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 10:20:59] d2.utils.events INFO: eta: 14:51:25 iter: 259099 total_loss: 5.574 loss_ce: 0.2582 loss_bbox: 0.1737 loss_giou: 0.3516 loss_ce_0: 0.4776 loss_bbox_0: 0.31 loss_giou_0: 0.5361 loss_ce_1: 0.3677 loss_bbox_1: 0.2111 loss_giou_1: 0.4004 loss_ce_2: 0.3176 loss_bbox_2: 0.1875 loss_giou_2: 0.3696 loss_ce_3: 0.2748 loss_bbox_3: 0.1782 loss_giou_3: 0.3606 loss_ce_4: 0.2609 loss_bbox_4: 0.1793 loss_giou_4: 0.3551 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:04] d2.utils.events INFO: eta: 14:51:02 iter: 259119 total_loss: 5.4 loss_ce: 0.2641 loss_bbox: 0.1809 loss_giou: 0.3225 loss_ce_0: 0.4771 loss_bbox_0: 0.2983 loss_giou_0: 0.4994 loss_ce_1: 0.3805 loss_bbox_1: 0.212 loss_giou_1: 0.3618 loss_ce_2: 0.3255 loss_bbox_2: 0.1947 loss_giou_2: 0.34 loss_ce_3: 0.2798 loss_bbox_3: 0.1904 loss_giou_3: 0.3362 loss_ce_4: 0.2636 loss_bbox_4: 0.1828 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:10] d2.utils.events INFO: eta: 14:50:56 iter: 259139 total_loss: 5.531 loss_ce: 0.2883 loss_bbox: 0.1748 loss_giou: 0.3252 loss_ce_0: 0.4796 loss_bbox_0: 0.2865 loss_giou_0: 0.5118 loss_ce_1: 0.3793 loss_bbox_1: 0.204 loss_giou_1: 0.3798 loss_ce_2: 0.3233 loss_bbox_2: 0.19 loss_giou_2: 0.3517 loss_ce_3: 0.2977 loss_bbox_3: 0.1837 loss_giou_3: 0.3342 loss_ce_4: 0.2844 loss_bbox_4: 0.1776 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:16] d2.utils.events INFO: eta: 14:50:47 iter: 259159 total_loss: 5.493 loss_ce: 0.2716 loss_bbox: 0.1709 loss_giou: 0.3345 loss_ce_0: 0.4817 loss_bbox_0: 0.3236 loss_giou_0: 0.517 loss_ce_1: 0.3713 loss_bbox_1: 0.2202 loss_giou_1: 0.3872 loss_ce_2: 0.3171 loss_bbox_2: 0.1897 loss_giou_2: 0.354 loss_ce_3: 0.2807 loss_bbox_3: 0.1844 loss_giou_3: 0.3419 loss_ce_4: 0.2745 loss_bbox_4: 0.177 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:21] d2.utils.events INFO: eta: 14:50:28 iter: 259179 total_loss: 5.406 loss_ce: 0.2511 loss_bbox: 0.1662 loss_giou: 0.324 loss_ce_0: 0.4695 loss_bbox_0: 0.2834 loss_giou_0: 0.5229 loss_ce_1: 0.3604 loss_bbox_1: 0.2018 loss_giou_1: 0.3928 loss_ce_2: 0.2939 loss_bbox_2: 0.1812 loss_giou_2: 0.3461 loss_ce_3: 0.2759 loss_bbox_3: 0.1695 loss_giou_3: 0.3291 loss_ce_4: 0.2601 loss_bbox_4: 0.1694 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:28] d2.utils.events INFO: eta: 14:50:53 iter: 259199 total_loss: 5.585 loss_ce: 0.2918 loss_bbox: 0.1675 loss_giou: 0.3412 loss_ce_0: 0.4893 loss_bbox_0: 0.2932 loss_giou_0: 0.531 loss_ce_1: 0.402 loss_bbox_1: 0.1932 loss_giou_1: 0.3902 loss_ce_2: 0.3397 loss_bbox_2: 0.1764 loss_giou_2: 0.36 loss_ce_3: 0.3001 loss_bbox_3: 0.1702 loss_giou_3: 0.3527 loss_ce_4: 0.3014 loss_bbox_4: 0.1703 loss_giou_4: 0.3485 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:34] d2.utils.events INFO: eta: 14:50:22 iter: 259219 total_loss: 5.375 loss_ce: 0.2641 loss_bbox: 0.1694 loss_giou: 0.3161 loss_ce_0: 0.4825 loss_bbox_0: 0.2892 loss_giou_0: 0.5214 loss_ce_1: 0.3771 loss_bbox_1: 0.2038 loss_giou_1: 0.3735 loss_ce_2: 0.306 loss_bbox_2: 0.1815 loss_giou_2: 0.3393 loss_ce_3: 0.2734 loss_bbox_3: 0.174 loss_giou_3: 0.3277 loss_ce_4: 0.2689 loss_bbox_4: 0.1706 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:40] d2.utils.events INFO: eta: 14:50:28 iter: 259239 total_loss: 5.248 loss_ce: 0.2621 loss_bbox: 0.175 loss_giou: 0.3009 loss_ce_0: 0.4719 loss_bbox_0: 0.2895 loss_giou_0: 0.4953 loss_ce_1: 0.3673 loss_bbox_1: 0.2028 loss_giou_1: 0.3591 loss_ce_2: 0.3067 loss_bbox_2: 0.1877 loss_giou_2: 0.3221 loss_ce_3: 0.278 loss_bbox_3: 0.1812 loss_giou_3: 0.3167 loss_ce_4: 0.2626 loss_bbox_4: 0.1771 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:45] d2.utils.events INFO: eta: 14:50:37 iter: 259259 total_loss: 5.269 loss_ce: 0.2595 loss_bbox: 0.1728 loss_giou: 0.3028 loss_ce_0: 0.4831 loss_bbox_0: 0.3069 loss_giou_0: 0.4804 loss_ce_1: 0.3735 loss_bbox_1: 0.2085 loss_giou_1: 0.347 loss_ce_2: 0.3058 loss_bbox_2: 0.1891 loss_giou_2: 0.3185 loss_ce_3: 0.2829 loss_bbox_3: 0.1785 loss_giou_3: 0.3052 loss_ce_4: 0.2675 loss_bbox_4: 0.1785 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:51] d2.utils.events INFO: eta: 14:51:03 iter: 259279 total_loss: 5.353 loss_ce: 0.2589 loss_bbox: 0.1699 loss_giou: 0.3333 loss_ce_0: 0.4769 loss_bbox_0: 0.2897 loss_giou_0: 0.4976 loss_ce_1: 0.3639 loss_bbox_1: 0.2098 loss_giou_1: 0.3696 loss_ce_2: 0.3078 loss_bbox_2: 0.1801 loss_giou_2: 0.3475 loss_ce_3: 0.2746 loss_bbox_3: 0.1741 loss_giou_3: 0.3366 loss_ce_4: 0.2671 loss_bbox_4: 0.1709 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 10:21:57] d2.utils.events INFO: eta: 14:51:23 iter: 259299 total_loss: 5.446 loss_ce: 0.2614 loss_bbox: 0.1812 loss_giou: 0.3263 loss_ce_0: 0.4641 loss_bbox_0: 0.3054 loss_giou_0: 0.4896 loss_ce_1: 0.3636 loss_bbox_1: 0.2109 loss_giou_1: 0.3695 loss_ce_2: 0.2991 loss_bbox_2: 0.1956 loss_giou_2: 0.3459 loss_ce_3: 0.2701 loss_bbox_3: 0.1899 loss_giou_3: 0.3433 loss_ce_4: 0.2624 loss_bbox_4: 0.1873 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:03] d2.utils.events INFO: eta: 14:51:22 iter: 259319 total_loss: 5.438 loss_ce: 0.2818 loss_bbox: 0.1834 loss_giou: 0.3318 loss_ce_0: 0.4761 loss_bbox_0: 0.3057 loss_giou_0: 0.5016 loss_ce_1: 0.3772 loss_bbox_1: 0.2146 loss_giou_1: 0.3677 loss_ce_2: 0.3205 loss_bbox_2: 0.1964 loss_giou_2: 0.3498 loss_ce_3: 0.2934 loss_bbox_3: 0.191 loss_giou_3: 0.3436 loss_ce_4: 0.2804 loss_bbox_4: 0.1877 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:08] d2.utils.events INFO: eta: 14:51:22 iter: 259339 total_loss: 5.713 loss_ce: 0.3001 loss_bbox: 0.1962 loss_giou: 0.3203 loss_ce_0: 0.5029 loss_bbox_0: 0.317 loss_giou_0: 0.508 loss_ce_1: 0.4009 loss_bbox_1: 0.2255 loss_giou_1: 0.3753 loss_ce_2: 0.34 loss_bbox_2: 0.2072 loss_giou_2: 0.3398 loss_ce_3: 0.3155 loss_bbox_3: 0.1984 loss_giou_3: 0.3292 loss_ce_4: 0.3069 loss_bbox_4: 0.2009 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:14] d2.utils.events INFO: eta: 14:51:40 iter: 259359 total_loss: 5.427 loss_ce: 0.2698 loss_bbox: 0.1723 loss_giou: 0.3194 loss_ce_0: 0.4678 loss_bbox_0: 0.2978 loss_giou_0: 0.4757 loss_ce_1: 0.3637 loss_bbox_1: 0.1949 loss_giou_1: 0.3615 loss_ce_2: 0.3059 loss_bbox_2: 0.1854 loss_giou_2: 0.3457 loss_ce_3: 0.2788 loss_bbox_3: 0.1799 loss_giou_3: 0.3354 loss_ce_4: 0.2725 loss_bbox_4: 0.1755 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:20] d2.utils.events INFO: eta: 14:51:39 iter: 259379 total_loss: 5.266 loss_ce: 0.2591 loss_bbox: 0.1692 loss_giou: 0.3134 loss_ce_0: 0.4709 loss_bbox_0: 0.2894 loss_giou_0: 0.5094 loss_ce_1: 0.3582 loss_bbox_1: 0.1945 loss_giou_1: 0.357 loss_ce_2: 0.2963 loss_bbox_2: 0.1818 loss_giou_2: 0.327 loss_ce_3: 0.266 loss_bbox_3: 0.1712 loss_giou_3: 0.3188 loss_ce_4: 0.2577 loss_bbox_4: 0.17 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:25] d2.utils.events INFO: eta: 14:51:38 iter: 259399 total_loss: 5.323 loss_ce: 0.2656 loss_bbox: 0.1782 loss_giou: 0.3257 loss_ce_0: 0.4636 loss_bbox_0: 0.2976 loss_giou_0: 0.492 loss_ce_1: 0.3719 loss_bbox_1: 0.2022 loss_giou_1: 0.3739 loss_ce_2: 0.305 loss_bbox_2: 0.1897 loss_giou_2: 0.3507 loss_ce_3: 0.2826 loss_bbox_3: 0.186 loss_giou_3: 0.3408 loss_ce_4: 0.2692 loss_bbox_4: 0.1808 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:31] d2.utils.events INFO: eta: 14:51:31 iter: 259419 total_loss: 5.498 loss_ce: 0.2723 loss_bbox: 0.1732 loss_giou: 0.3377 loss_ce_0: 0.4768 loss_bbox_0: 0.3029 loss_giou_0: 0.4973 loss_ce_1: 0.3706 loss_bbox_1: 0.2032 loss_giou_1: 0.3861 loss_ce_2: 0.3127 loss_bbox_2: 0.183 loss_giou_2: 0.3539 loss_ce_3: 0.2848 loss_bbox_3: 0.1756 loss_giou_3: 0.3464 loss_ce_4: 0.27 loss_bbox_4: 0.176 loss_giou_4: 0.3425 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:37] d2.utils.events INFO: eta: 14:51:29 iter: 259439 total_loss: 5.516 loss_ce: 0.2698 loss_bbox: 0.1787 loss_giou: 0.3294 loss_ce_0: 0.4825 loss_bbox_0: 0.3079 loss_giou_0: 0.5105 loss_ce_1: 0.3842 loss_bbox_1: 0.2044 loss_giou_1: 0.3728 loss_ce_2: 0.3157 loss_bbox_2: 0.1899 loss_giou_2: 0.3443 loss_ce_3: 0.2908 loss_bbox_3: 0.1839 loss_giou_3: 0.3325 loss_ce_4: 0.2655 loss_bbox_4: 0.1823 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:42] d2.utils.events INFO: eta: 14:51:30 iter: 259459 total_loss: 5.612 loss_ce: 0.2831 loss_bbox: 0.1733 loss_giou: 0.3401 loss_ce_0: 0.4976 loss_bbox_0: 0.3204 loss_giou_0: 0.5245 loss_ce_1: 0.3979 loss_bbox_1: 0.2122 loss_giou_1: 0.3855 loss_ce_2: 0.3313 loss_bbox_2: 0.1837 loss_giou_2: 0.3589 loss_ce_3: 0.2997 loss_bbox_3: 0.1745 loss_giou_3: 0.3497 loss_ce_4: 0.2847 loss_bbox_4: 0.1714 loss_giou_4: 0.345 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:48] d2.utils.events INFO: eta: 14:51:16 iter: 259479 total_loss: 5.543 loss_ce: 0.2725 loss_bbox: 0.1719 loss_giou: 0.3267 loss_ce_0: 0.4902 loss_bbox_0: 0.3076 loss_giou_0: 0.4983 loss_ce_1: 0.3887 loss_bbox_1: 0.2098 loss_giou_1: 0.3722 loss_ce_2: 0.3229 loss_bbox_2: 0.1896 loss_giou_2: 0.3398 loss_ce_3: 0.2822 loss_bbox_3: 0.1835 loss_giou_3: 0.3303 loss_ce_4: 0.2586 loss_bbox_4: 0.1779 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:54] d2.utils.events INFO: eta: 14:50:58 iter: 259499 total_loss: 5.3 loss_ce: 0.259 loss_bbox: 0.1856 loss_giou: 0.3254 loss_ce_0: 0.4442 loss_bbox_0: 0.3064 loss_giou_0: 0.4829 loss_ce_1: 0.3682 loss_bbox_1: 0.208 loss_giou_1: 0.3525 loss_ce_2: 0.2944 loss_bbox_2: 0.1905 loss_giou_2: 0.3386 loss_ce_3: 0.2628 loss_bbox_3: 0.1872 loss_giou_3: 0.3334 loss_ce_4: 0.2579 loss_bbox_4: 0.1849 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 10:22:59] d2.utils.events INFO: eta: 14:50:26 iter: 259519 total_loss: 5.26 loss_ce: 0.2609 loss_bbox: 0.1799 loss_giou: 0.3235 loss_ce_0: 0.4561 loss_bbox_0: 0.2875 loss_giou_0: 0.5057 loss_ce_1: 0.3575 loss_bbox_1: 0.2116 loss_giou_1: 0.367 loss_ce_2: 0.3061 loss_bbox_2: 0.1927 loss_giou_2: 0.3365 loss_ce_3: 0.2684 loss_bbox_3: 0.1857 loss_giou_3: 0.332 loss_ce_4: 0.2635 loss_bbox_4: 0.1797 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:05] d2.utils.events INFO: eta: 14:50:16 iter: 259539 total_loss: 5.706 loss_ce: 0.2841 loss_bbox: 0.1781 loss_giou: 0.3429 loss_ce_0: 0.4963 loss_bbox_0: 0.3061 loss_giou_0: 0.5348 loss_ce_1: 0.385 loss_bbox_1: 0.2119 loss_giou_1: 0.387 loss_ce_2: 0.3329 loss_bbox_2: 0.1903 loss_giou_2: 0.3646 loss_ce_3: 0.294 loss_bbox_3: 0.181 loss_giou_3: 0.3546 loss_ce_4: 0.2893 loss_bbox_4: 0.181 loss_giou_4: 0.3467 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:11] d2.utils.events INFO: eta: 14:49:56 iter: 259559 total_loss: 5.295 loss_ce: 0.2644 loss_bbox: 0.1814 loss_giou: 0.3126 loss_ce_0: 0.5014 loss_bbox_0: 0.2998 loss_giou_0: 0.4962 loss_ce_1: 0.3699 loss_bbox_1: 0.2097 loss_giou_1: 0.3506 loss_ce_2: 0.3138 loss_bbox_2: 0.186 loss_giou_2: 0.3209 loss_ce_3: 0.2756 loss_bbox_3: 0.1871 loss_giou_3: 0.3121 loss_ce_4: 0.2591 loss_bbox_4: 0.1827 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:16] d2.utils.events INFO: eta: 14:49:41 iter: 259579 total_loss: 5.315 loss_ce: 0.2753 loss_bbox: 0.189 loss_giou: 0.3129 loss_ce_0: 0.4768 loss_bbox_0: 0.3196 loss_giou_0: 0.4721 loss_ce_1: 0.3722 loss_bbox_1: 0.2179 loss_giou_1: 0.3559 loss_ce_2: 0.3148 loss_bbox_2: 0.2013 loss_giou_2: 0.3317 loss_ce_3: 0.2822 loss_bbox_3: 0.1919 loss_giou_3: 0.3281 loss_ce_4: 0.2754 loss_bbox_4: 0.1891 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:22] d2.utils.events INFO: eta: 14:49:36 iter: 259599 total_loss: 5.515 loss_ce: 0.2773 loss_bbox: 0.1702 loss_giou: 0.3334 loss_ce_0: 0.4905 loss_bbox_0: 0.287 loss_giou_0: 0.5177 loss_ce_1: 0.3881 loss_bbox_1: 0.1881 loss_giou_1: 0.372 loss_ce_2: 0.321 loss_bbox_2: 0.1809 loss_giou_2: 0.3473 loss_ce_3: 0.2969 loss_bbox_3: 0.1726 loss_giou_3: 0.3365 loss_ce_4: 0.2775 loss_bbox_4: 0.1724 loss_giou_4: 0.3363 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:27] d2.utils.events INFO: eta: 14:49:21 iter: 259619 total_loss: 5.516 loss_ce: 0.2676 loss_bbox: 0.1711 loss_giou: 0.3129 loss_ce_0: 0.4841 loss_bbox_0: 0.3049 loss_giou_0: 0.4908 loss_ce_1: 0.3923 loss_bbox_1: 0.2049 loss_giou_1: 0.3601 loss_ce_2: 0.3181 loss_bbox_2: 0.1821 loss_giou_2: 0.3418 loss_ce_3: 0.2816 loss_bbox_3: 0.1735 loss_giou_3: 0.3274 loss_ce_4: 0.2671 loss_bbox_4: 0.1722 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:33] d2.utils.events INFO: eta: 14:49:15 iter: 259639 total_loss: 5.169 loss_ce: 0.2542 loss_bbox: 0.1699 loss_giou: 0.323 loss_ce_0: 0.4703 loss_bbox_0: 0.2968 loss_giou_0: 0.5121 loss_ce_1: 0.352 loss_bbox_1: 0.1985 loss_giou_1: 0.3742 loss_ce_2: 0.2986 loss_bbox_2: 0.1803 loss_giou_2: 0.3439 loss_ce_3: 0.2744 loss_bbox_3: 0.1767 loss_giou_3: 0.3343 loss_ce_4: 0.2582 loss_bbox_4: 0.1762 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:39] d2.utils.events INFO: eta: 14:49:26 iter: 259659 total_loss: 5.501 loss_ce: 0.2518 loss_bbox: 0.1849 loss_giou: 0.3357 loss_ce_0: 0.4808 loss_bbox_0: 0.3068 loss_giou_0: 0.507 loss_ce_1: 0.3687 loss_bbox_1: 0.2206 loss_giou_1: 0.3799 loss_ce_2: 0.2993 loss_bbox_2: 0.1987 loss_giou_2: 0.3504 loss_ce_3: 0.2616 loss_bbox_3: 0.1947 loss_giou_3: 0.3453 loss_ce_4: 0.2509 loss_bbox_4: 0.1899 loss_giou_4: 0.3405 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:44] d2.utils.events INFO: eta: 14:49:52 iter: 259679 total_loss: 5.481 loss_ce: 0.2528 loss_bbox: 0.1748 loss_giou: 0.3267 loss_ce_0: 0.4834 loss_bbox_0: 0.2997 loss_giou_0: 0.5131 loss_ce_1: 0.3713 loss_bbox_1: 0.2076 loss_giou_1: 0.3616 loss_ce_2: 0.309 loss_bbox_2: 0.1842 loss_giou_2: 0.332 loss_ce_3: 0.2685 loss_bbox_3: 0.1758 loss_giou_3: 0.3344 loss_ce_4: 0.2533 loss_bbox_4: 0.1753 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:50] d2.utils.events INFO: eta: 14:49:41 iter: 259699 total_loss: 5.554 loss_ce: 0.2813 loss_bbox: 0.1853 loss_giou: 0.3365 loss_ce_0: 0.4821 loss_bbox_0: 0.2992 loss_giou_0: 0.5179 loss_ce_1: 0.3775 loss_bbox_1: 0.2068 loss_giou_1: 0.3812 loss_ce_2: 0.3164 loss_bbox_2: 0.1945 loss_giou_2: 0.3526 loss_ce_3: 0.2959 loss_bbox_3: 0.1906 loss_giou_3: 0.3387 loss_ce_4: 0.2884 loss_bbox_4: 0.1879 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 10:23:56] d2.utils.events INFO: eta: 14:49:47 iter: 259719 total_loss: 5.813 loss_ce: 0.2928 loss_bbox: 0.1806 loss_giou: 0.3526 loss_ce_0: 0.4863 loss_bbox_0: 0.3103 loss_giou_0: 0.5388 loss_ce_1: 0.3967 loss_bbox_1: 0.213 loss_giou_1: 0.4026 loss_ce_2: 0.328 loss_bbox_2: 0.1921 loss_giou_2: 0.3665 loss_ce_3: 0.3071 loss_bbox_3: 0.188 loss_giou_3: 0.362 loss_ce_4: 0.2993 loss_bbox_4: 0.1808 loss_giou_4: 0.3542 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:01] d2.utils.events INFO: eta: 14:49:36 iter: 259739 total_loss: 5.544 loss_ce: 0.288 loss_bbox: 0.1814 loss_giou: 0.3185 loss_ce_0: 0.5062 loss_bbox_0: 0.3005 loss_giou_0: 0.5094 loss_ce_1: 0.4024 loss_bbox_1: 0.2084 loss_giou_1: 0.3788 loss_ce_2: 0.3305 loss_bbox_2: 0.192 loss_giou_2: 0.346 loss_ce_3: 0.3044 loss_bbox_3: 0.1881 loss_giou_3: 0.3366 loss_ce_4: 0.2935 loss_bbox_4: 0.1801 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:07] d2.utils.events INFO: eta: 14:49:19 iter: 259759 total_loss: 5.623 loss_ce: 0.2822 loss_bbox: 0.1858 loss_giou: 0.3355 loss_ce_0: 0.4809 loss_bbox_0: 0.3122 loss_giou_0: 0.5179 loss_ce_1: 0.3803 loss_bbox_1: 0.2179 loss_giou_1: 0.3823 loss_ce_2: 0.3218 loss_bbox_2: 0.2014 loss_giou_2: 0.351 loss_ce_3: 0.2994 loss_bbox_3: 0.1989 loss_giou_3: 0.3433 loss_ce_4: 0.2812 loss_bbox_4: 0.1936 loss_giou_4: 0.3428 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:13] d2.utils.events INFO: eta: 14:49:23 iter: 259779 total_loss: 5.152 loss_ce: 0.2518 loss_bbox: 0.164 loss_giou: 0.3161 loss_ce_0: 0.4594 loss_bbox_0: 0.2862 loss_giou_0: 0.4543 loss_ce_1: 0.3494 loss_bbox_1: 0.2011 loss_giou_1: 0.3481 loss_ce_2: 0.2851 loss_bbox_2: 0.1783 loss_giou_2: 0.3277 loss_ce_3: 0.2608 loss_bbox_3: 0.1699 loss_giou_3: 0.3187 loss_ce_4: 0.2545 loss_bbox_4: 0.1664 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:18] d2.utils.events INFO: eta: 14:48:51 iter: 259799 total_loss: 5.664 loss_ce: 0.2662 loss_bbox: 0.195 loss_giou: 0.3182 loss_ce_0: 0.4696 loss_bbox_0: 0.3235 loss_giou_0: 0.5178 loss_ce_1: 0.3681 loss_bbox_1: 0.2231 loss_giou_1: 0.3849 loss_ce_2: 0.3051 loss_bbox_2: 0.2139 loss_giou_2: 0.3483 loss_ce_3: 0.2777 loss_bbox_3: 0.2163 loss_giou_3: 0.3222 loss_ce_4: 0.27 loss_bbox_4: 0.2018 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:24] d2.utils.events INFO: eta: 14:49:06 iter: 259819 total_loss: 5.602 loss_ce: 0.2767 loss_bbox: 0.1818 loss_giou: 0.3339 loss_ce_0: 0.4972 loss_bbox_0: 0.3076 loss_giou_0: 0.5074 loss_ce_1: 0.3794 loss_bbox_1: 0.2201 loss_giou_1: 0.3711 loss_ce_2: 0.3234 loss_bbox_2: 0.1968 loss_giou_2: 0.3473 loss_ce_3: 0.286 loss_bbox_3: 0.1943 loss_giou_3: 0.3408 loss_ce_4: 0.2756 loss_bbox_4: 0.1861 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:30] d2.utils.events INFO: eta: 14:49:09 iter: 259839 total_loss: 5.611 loss_ce: 0.2767 loss_bbox: 0.1713 loss_giou: 0.3436 loss_ce_0: 0.4856 loss_bbox_0: 0.2961 loss_giou_0: 0.5381 loss_ce_1: 0.3773 loss_bbox_1: 0.2029 loss_giou_1: 0.3953 loss_ce_2: 0.3216 loss_bbox_2: 0.1834 loss_giou_2: 0.3652 loss_ce_3: 0.2852 loss_bbox_3: 0.1754 loss_giou_3: 0.3574 loss_ce_4: 0.2804 loss_bbox_4: 0.1716 loss_giou_4: 0.347 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:35] d2.utils.events INFO: eta: 14:49:26 iter: 259859 total_loss: 5.389 loss_ce: 0.2587 loss_bbox: 0.1641 loss_giou: 0.3456 loss_ce_0: 0.4734 loss_bbox_0: 0.2836 loss_giou_0: 0.5166 loss_ce_1: 0.3595 loss_bbox_1: 0.1994 loss_giou_1: 0.3942 loss_ce_2: 0.3016 loss_bbox_2: 0.1779 loss_giou_2: 0.3638 loss_ce_3: 0.2718 loss_bbox_3: 0.1711 loss_giou_3: 0.3564 loss_ce_4: 0.2551 loss_bbox_4: 0.1681 loss_giou_4: 0.3516 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:41] d2.utils.events INFO: eta: 14:49:22 iter: 259879 total_loss: 5.702 loss_ce: 0.2734 loss_bbox: 0.1744 loss_giou: 0.3597 loss_ce_0: 0.4826 loss_bbox_0: 0.294 loss_giou_0: 0.5475 loss_ce_1: 0.3705 loss_bbox_1: 0.2037 loss_giou_1: 0.4181 loss_ce_2: 0.318 loss_bbox_2: 0.1874 loss_giou_2: 0.3779 loss_ce_3: 0.2889 loss_bbox_3: 0.1804 loss_giou_3: 0.3618 loss_ce_4: 0.2762 loss_bbox_4: 0.1771 loss_giou_4: 0.3641 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:47] d2.utils.events INFO: eta: 14:49:14 iter: 259899 total_loss: 5.454 loss_ce: 0.2791 loss_bbox: 0.1791 loss_giou: 0.3282 loss_ce_0: 0.4844 loss_bbox_0: 0.2977 loss_giou_0: 0.5044 loss_ce_1: 0.379 loss_bbox_1: 0.2138 loss_giou_1: 0.3674 loss_ce_2: 0.3099 loss_bbox_2: 0.192 loss_giou_2: 0.3484 loss_ce_3: 0.2928 loss_bbox_3: 0.1838 loss_giou_3: 0.3348 loss_ce_4: 0.2795 loss_bbox_4: 0.1769 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:52] d2.utils.events INFO: eta: 14:49:06 iter: 259919 total_loss: 5.615 loss_ce: 0.267 loss_bbox: 0.1883 loss_giou: 0.3407 loss_ce_0: 0.5053 loss_bbox_0: 0.3098 loss_giou_0: 0.4995 loss_ce_1: 0.4052 loss_bbox_1: 0.2166 loss_giou_1: 0.3743 loss_ce_2: 0.3085 loss_bbox_2: 0.2074 loss_giou_2: 0.3552 loss_ce_3: 0.2794 loss_bbox_3: 0.1982 loss_giou_3: 0.3424 loss_ce_4: 0.2641 loss_bbox_4: 0.1941 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 10:24:58] d2.utils.events INFO: eta: 14:48:50 iter: 259939 total_loss: 5.499 loss_ce: 0.2556 loss_bbox: 0.1704 loss_giou: 0.3284 loss_ce_0: 0.4724 loss_bbox_0: 0.2898 loss_giou_0: 0.4836 loss_ce_1: 0.3561 loss_bbox_1: 0.1919 loss_giou_1: 0.3635 loss_ce_2: 0.299 loss_bbox_2: 0.1821 loss_giou_2: 0.3491 loss_ce_3: 0.27 loss_bbox_3: 0.1747 loss_giou_3: 0.3422 loss_ce_4: 0.2512 loss_bbox_4: 0.1722 loss_giou_4: 0.3363 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:04] d2.utils.events INFO: eta: 14:48:32 iter: 259959 total_loss: 5.207 loss_ce: 0.2646 loss_bbox: 0.1678 loss_giou: 0.3006 loss_ce_0: 0.4746 loss_bbox_0: 0.2944 loss_giou_0: 0.4838 loss_ce_1: 0.3607 loss_bbox_1: 0.1933 loss_giou_1: 0.3461 loss_ce_2: 0.3038 loss_bbox_2: 0.1814 loss_giou_2: 0.3153 loss_ce_3: 0.2743 loss_bbox_3: 0.1725 loss_giou_3: 0.3086 loss_ce_4: 0.2587 loss_bbox_4: 0.1684 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:09] d2.utils.events INFO: eta: 14:48:22 iter: 259979 total_loss: 5.231 loss_ce: 0.2521 loss_bbox: 0.1718 loss_giou: 0.3168 loss_ce_0: 0.48 loss_bbox_0: 0.2924 loss_giou_0: 0.486 loss_ce_1: 0.3796 loss_bbox_1: 0.2033 loss_giou_1: 0.3716 loss_ce_2: 0.3102 loss_bbox_2: 0.1863 loss_giou_2: 0.334 loss_ce_3: 0.2671 loss_bbox_3: 0.1808 loss_giou_3: 0.3262 loss_ce_4: 0.255 loss_bbox_4: 0.1763 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:15] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0259999.pth [11/03 10:25:17] d2.utils.events INFO: eta: 14:48:08 iter: 259999 total_loss: 5.788 loss_ce: 0.2804 loss_bbox: 0.1912 loss_giou: 0.335 loss_ce_0: 0.4851 loss_bbox_0: 0.3217 loss_giou_0: 0.5224 loss_ce_1: 0.3889 loss_bbox_1: 0.2241 loss_giou_1: 0.378 loss_ce_2: 0.3218 loss_bbox_2: 0.2101 loss_giou_2: 0.3515 loss_ce_3: 0.298 loss_bbox_3: 0.2032 loss_giou_3: 0.3555 loss_ce_4: 0.28 loss_bbox_4: 0.195 loss_giou_4: 0.3423 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:23] d2.utils.events INFO: eta: 14:47:40 iter: 260019 total_loss: 5.641 loss_ce: 0.2881 loss_bbox: 0.1943 loss_giou: 0.3214 loss_ce_0: 0.5059 loss_bbox_0: 0.3304 loss_giou_0: 0.508 loss_ce_1: 0.3992 loss_bbox_1: 0.2203 loss_giou_1: 0.3661 loss_ce_2: 0.3274 loss_bbox_2: 0.2085 loss_giou_2: 0.3387 loss_ce_3: 0.3047 loss_bbox_3: 0.2008 loss_giou_3: 0.3273 loss_ce_4: 0.2844 loss_bbox_4: 0.1988 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:28] d2.utils.events INFO: eta: 14:47:50 iter: 260039 total_loss: 5.337 loss_ce: 0.2695 loss_bbox: 0.1779 loss_giou: 0.3123 loss_ce_0: 0.4898 loss_bbox_0: 0.3099 loss_giou_0: 0.4929 loss_ce_1: 0.3723 loss_bbox_1: 0.2062 loss_giou_1: 0.3642 loss_ce_2: 0.3069 loss_bbox_2: 0.1895 loss_giou_2: 0.3321 loss_ce_3: 0.2805 loss_bbox_3: 0.1835 loss_giou_3: 0.3226 loss_ce_4: 0.2695 loss_bbox_4: 0.1779 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:34] d2.utils.events INFO: eta: 14:47:28 iter: 260059 total_loss: 5.387 loss_ce: 0.2521 loss_bbox: 0.1688 loss_giou: 0.3158 loss_ce_0: 0.4707 loss_bbox_0: 0.2974 loss_giou_0: 0.4922 loss_ce_1: 0.3625 loss_bbox_1: 0.205 loss_giou_1: 0.368 loss_ce_2: 0.3057 loss_bbox_2: 0.1906 loss_giou_2: 0.3433 loss_ce_3: 0.2703 loss_bbox_3: 0.1836 loss_giou_3: 0.3286 loss_ce_4: 0.2528 loss_bbox_4: 0.1753 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:40] d2.utils.events INFO: eta: 14:47:23 iter: 260079 total_loss: 5.484 loss_ce: 0.2739 loss_bbox: 0.1784 loss_giou: 0.3146 loss_ce_0: 0.491 loss_bbox_0: 0.2998 loss_giou_0: 0.4883 loss_ce_1: 0.3862 loss_bbox_1: 0.2082 loss_giou_1: 0.3591 loss_ce_2: 0.3326 loss_bbox_2: 0.1911 loss_giou_2: 0.3255 loss_ce_3: 0.29 loss_bbox_3: 0.1872 loss_giou_3: 0.3224 loss_ce_4: 0.2803 loss_bbox_4: 0.1829 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:45] d2.utils.events INFO: eta: 14:47:39 iter: 260099 total_loss: 5.656 loss_ce: 0.271 loss_bbox: 0.1736 loss_giou: 0.3339 loss_ce_0: 0.4982 loss_bbox_0: 0.297 loss_giou_0: 0.5144 loss_ce_1: 0.3758 loss_bbox_1: 0.2022 loss_giou_1: 0.392 loss_ce_2: 0.319 loss_bbox_2: 0.1847 loss_giou_2: 0.3543 loss_ce_3: 0.2815 loss_bbox_3: 0.1756 loss_giou_3: 0.3461 loss_ce_4: 0.2732 loss_bbox_4: 0.1748 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:51] d2.utils.events INFO: eta: 14:47:47 iter: 260119 total_loss: 5.57 loss_ce: 0.2848 loss_bbox: 0.1665 loss_giou: 0.3302 loss_ce_0: 0.4909 loss_bbox_0: 0.296 loss_giou_0: 0.5033 loss_ce_1: 0.3815 loss_bbox_1: 0.1977 loss_giou_1: 0.3838 loss_ce_2: 0.3057 loss_bbox_2: 0.181 loss_giou_2: 0.3609 loss_ce_3: 0.2872 loss_bbox_3: 0.1727 loss_giou_3: 0.3435 loss_ce_4: 0.2857 loss_bbox_4: 0.1709 loss_giou_4: 0.34 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:25:57] d2.utils.events INFO: eta: 14:47:35 iter: 260139 total_loss: 5.397 loss_ce: 0.2706 loss_bbox: 0.1677 loss_giou: 0.3249 loss_ce_0: 0.4807 loss_bbox_0: 0.2927 loss_giou_0: 0.514 loss_ce_1: 0.3663 loss_bbox_1: 0.2048 loss_giou_1: 0.3766 loss_ce_2: 0.3111 loss_bbox_2: 0.1878 loss_giou_2: 0.34 loss_ce_3: 0.2766 loss_bbox_3: 0.1773 loss_giou_3: 0.3375 loss_ce_4: 0.267 loss_bbox_4: 0.1718 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:02] d2.utils.events INFO: eta: 14:47:23 iter: 260159 total_loss: 5.265 loss_ce: 0.2572 loss_bbox: 0.1636 loss_giou: 0.3226 loss_ce_0: 0.4783 loss_bbox_0: 0.2853 loss_giou_0: 0.5185 loss_ce_1: 0.3686 loss_bbox_1: 0.1911 loss_giou_1: 0.3666 loss_ce_2: 0.3005 loss_bbox_2: 0.1761 loss_giou_2: 0.3321 loss_ce_3: 0.2651 loss_bbox_3: 0.1719 loss_giou_3: 0.3301 loss_ce_4: 0.2504 loss_bbox_4: 0.1617 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:08] d2.utils.events INFO: eta: 14:47:24 iter: 260179 total_loss: 5.701 loss_ce: 0.2882 loss_bbox: 0.1795 loss_giou: 0.3184 loss_ce_0: 0.5001 loss_bbox_0: 0.3155 loss_giou_0: 0.4801 loss_ce_1: 0.4051 loss_bbox_1: 0.211 loss_giou_1: 0.3503 loss_ce_2: 0.3418 loss_bbox_2: 0.1876 loss_giou_2: 0.3297 loss_ce_3: 0.3045 loss_bbox_3: 0.1852 loss_giou_3: 0.3223 loss_ce_4: 0.2907 loss_bbox_4: 0.183 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:14] d2.utils.events INFO: eta: 14:47:05 iter: 260199 total_loss: 5.523 loss_ce: 0.2664 loss_bbox: 0.1854 loss_giou: 0.3464 loss_ce_0: 0.4781 loss_bbox_0: 0.3015 loss_giou_0: 0.51 loss_ce_1: 0.3727 loss_bbox_1: 0.2177 loss_giou_1: 0.395 loss_ce_2: 0.2991 loss_bbox_2: 0.2015 loss_giou_2: 0.3592 loss_ce_3: 0.2666 loss_bbox_3: 0.1888 loss_giou_3: 0.3495 loss_ce_4: 0.2673 loss_bbox_4: 0.182 loss_giou_4: 0.3458 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:19] d2.utils.events INFO: eta: 14:47:05 iter: 260219 total_loss: 5.569 loss_ce: 0.2763 loss_bbox: 0.1701 loss_giou: 0.3243 loss_ce_0: 0.4886 loss_bbox_0: 0.2928 loss_giou_0: 0.5328 loss_ce_1: 0.3775 loss_bbox_1: 0.2035 loss_giou_1: 0.3803 loss_ce_2: 0.3259 loss_bbox_2: 0.1808 loss_giou_2: 0.3484 loss_ce_3: 0.2876 loss_bbox_3: 0.1757 loss_giou_3: 0.3357 loss_ce_4: 0.2755 loss_bbox_4: 0.1736 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:25] d2.utils.events INFO: eta: 14:46:54 iter: 260239 total_loss: 5.635 loss_ce: 0.25 loss_bbox: 0.1808 loss_giou: 0.3179 loss_ce_0: 0.483 loss_bbox_0: 0.3291 loss_giou_0: 0.491 loss_ce_1: 0.3681 loss_bbox_1: 0.2184 loss_giou_1: 0.3574 loss_ce_2: 0.3027 loss_bbox_2: 0.19 loss_giou_2: 0.3322 loss_ce_3: 0.2708 loss_bbox_3: 0.188 loss_giou_3: 0.327 loss_ce_4: 0.2555 loss_bbox_4: 0.1802 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:31] d2.utils.events INFO: eta: 14:46:48 iter: 260259 total_loss: 5.334 loss_ce: 0.2443 loss_bbox: 0.1718 loss_giou: 0.3182 loss_ce_0: 0.4753 loss_bbox_0: 0.305 loss_giou_0: 0.5065 loss_ce_1: 0.3492 loss_bbox_1: 0.1994 loss_giou_1: 0.3691 loss_ce_2: 0.2881 loss_bbox_2: 0.1804 loss_giou_2: 0.3406 loss_ce_3: 0.2536 loss_bbox_3: 0.1718 loss_giou_3: 0.3291 loss_ce_4: 0.2415 loss_bbox_4: 0.1711 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:36] d2.utils.events INFO: eta: 14:46:25 iter: 260279 total_loss: 5.487 loss_ce: 0.2576 loss_bbox: 0.1833 loss_giou: 0.3288 loss_ce_0: 0.4936 loss_bbox_0: 0.3134 loss_giou_0: 0.4937 loss_ce_1: 0.361 loss_bbox_1: 0.2146 loss_giou_1: 0.3728 loss_ce_2: 0.3009 loss_bbox_2: 0.1994 loss_giou_2: 0.3485 loss_ce_3: 0.2736 loss_bbox_3: 0.1934 loss_giou_3: 0.3403 loss_ce_4: 0.2541 loss_bbox_4: 0.1858 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:42] d2.utils.events INFO: eta: 14:46:06 iter: 260299 total_loss: 5.681 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loss_giou: 0.3302 loss_ce_0: 0.4806 loss_bbox_0: 0.3142 loss_giou_0: 0.5059 loss_ce_1: 0.3721 loss_bbox_1: 0.2135 loss_giou_1: 0.3692 loss_ce_2: 0.3205 loss_bbox_2: 0.197 loss_giou_2: 0.3499 loss_ce_3: 0.2871 loss_bbox_3: 0.1877 loss_giou_3: 0.3432 loss_ce_4: 0.2759 loss_bbox_4: 0.1802 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 10:26:59] d2.utils.events INFO: eta: 14:45:23 iter: 260359 total_loss: 5.762 loss_ce: 0.2788 loss_bbox: 0.1821 loss_giou: 0.3359 loss_ce_0: 0.4947 loss_bbox_0: 0.3102 loss_giou_0: 0.524 loss_ce_1: 0.3907 loss_bbox_1: 0.2086 loss_giou_1: 0.3922 loss_ce_2: 0.3275 loss_bbox_2: 0.1909 loss_giou_2: 0.3643 loss_ce_3: 0.2961 loss_bbox_3: 0.1864 loss_giou_3: 0.3489 loss_ce_4: 0.281 loss_bbox_4: 0.1832 loss_giou_4: 0.3428 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:05] d2.utils.events INFO: eta: 14:45:09 iter: 260379 total_loss: 5.531 loss_ce: 0.2809 loss_bbox: 0.1669 loss_giou: 0.3341 loss_ce_0: 0.4855 loss_bbox_0: 0.2832 loss_giou_0: 0.5186 loss_ce_1: 0.3676 loss_bbox_1: 0.1977 loss_giou_1: 0.3698 loss_ce_2: 0.3078 loss_bbox_2: 0.184 loss_giou_2: 0.3463 loss_ce_3: 0.2818 loss_bbox_3: 0.1747 loss_giou_3: 0.3417 loss_ce_4: 0.2722 loss_bbox_4: 0.1731 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:10] d2.utils.events INFO: eta: 14:45:00 iter: 260399 total_loss: 5.299 loss_ce: 0.2617 loss_bbox: 0.1763 loss_giou: 0.3179 loss_ce_0: 0.4735 loss_bbox_0: 0.3057 loss_giou_0: 0.5099 loss_ce_1: 0.3729 loss_bbox_1: 0.2107 loss_giou_1: 0.3609 loss_ce_2: 0.3019 loss_bbox_2: 0.1912 loss_giou_2: 0.3319 loss_ce_3: 0.2752 loss_bbox_3: 0.1815 loss_giou_3: 0.3241 loss_ce_4: 0.266 loss_bbox_4: 0.1766 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:16] d2.utils.events INFO: eta: 14:45:10 iter: 260419 total_loss: 5.179 loss_ce: 0.2693 loss_bbox: 0.1708 loss_giou: 0.3273 loss_ce_0: 0.4874 loss_bbox_0: 0.2934 loss_giou_0: 0.5153 loss_ce_1: 0.3802 loss_bbox_1: 0.2014 loss_giou_1: 0.3722 loss_ce_2: 0.3097 loss_bbox_2: 0.1797 loss_giou_2: 0.3458 loss_ce_3: 0.2907 loss_bbox_3: 0.179 loss_giou_3: 0.3412 loss_ce_4: 0.2736 loss_bbox_4: 0.1718 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:22] d2.utils.events INFO: eta: 14:44:52 iter: 260439 total_loss: 5.444 loss_ce: 0.2596 loss_bbox: 0.1897 loss_giou: 0.331 loss_ce_0: 0.468 loss_bbox_0: 0.3097 loss_giou_0: 0.5077 loss_ce_1: 0.3673 loss_bbox_1: 0.2229 loss_giou_1: 0.3735 loss_ce_2: 0.3009 loss_bbox_2: 0.2049 loss_giou_2: 0.3505 loss_ce_3: 0.2615 loss_bbox_3: 0.1977 loss_giou_3: 0.3411 loss_ce_4: 0.2677 loss_bbox_4: 0.1916 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:27] d2.utils.events INFO: eta: 14:44:49 iter: 260459 total_loss: 5.441 loss_ce: 0.2784 loss_bbox: 0.1817 loss_giou: 0.326 loss_ce_0: 0.496 loss_bbox_0: 0.3151 loss_giou_0: 0.5145 loss_ce_1: 0.3884 loss_bbox_1: 0.2197 loss_giou_1: 0.3721 loss_ce_2: 0.336 loss_bbox_2: 0.2008 loss_giou_2: 0.3438 loss_ce_3: 0.296 loss_bbox_3: 0.1854 loss_giou_3: 0.3365 loss_ce_4: 0.2848 loss_bbox_4: 0.1823 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:33] d2.utils.events INFO: eta: 14:44:38 iter: 260479 total_loss: 5.408 loss_ce: 0.2513 loss_bbox: 0.1706 loss_giou: 0.3238 loss_ce_0: 0.4712 loss_bbox_0: 0.2978 loss_giou_0: 0.4986 loss_ce_1: 0.3554 loss_bbox_1: 0.2029 loss_giou_1: 0.3678 loss_ce_2: 0.2979 loss_bbox_2: 0.1813 loss_giou_2: 0.3418 loss_ce_3: 0.272 loss_bbox_3: 0.1744 loss_giou_3: 0.3321 loss_ce_4: 0.2523 loss_bbox_4: 0.1733 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:39] d2.utils.events INFO: eta: 14:44:30 iter: 260499 total_loss: 5.766 loss_ce: 0.2815 loss_bbox: 0.1747 loss_giou: 0.35 loss_ce_0: 0.4913 loss_bbox_0: 0.3004 loss_giou_0: 0.5455 loss_ce_1: 0.3854 loss_bbox_1: 0.2112 loss_giou_1: 0.4012 loss_ce_2: 0.322 loss_bbox_2: 0.1912 loss_giou_2: 0.3687 loss_ce_3: 0.3008 loss_bbox_3: 0.1798 loss_giou_3: 0.3566 loss_ce_4: 0.2989 loss_bbox_4: 0.1782 loss_giou_4: 0.3562 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:44] d2.utils.events INFO: eta: 14:44:27 iter: 260519 total_loss: 5.442 loss_ce: 0.2763 loss_bbox: 0.1716 loss_giou: 0.3124 loss_ce_0: 0.4745 loss_bbox_0: 0.2874 loss_giou_0: 0.5049 loss_ce_1: 0.3653 loss_bbox_1: 0.1959 loss_giou_1: 0.3672 loss_ce_2: 0.3138 loss_bbox_2: 0.1795 loss_giou_2: 0.3344 loss_ce_3: 0.2884 loss_bbox_3: 0.1785 loss_giou_3: 0.3199 loss_ce_4: 0.2735 loss_bbox_4: 0.1721 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:50] d2.utils.events INFO: eta: 14:44:02 iter: 260539 total_loss: 5.574 loss_ce: 0.2595 loss_bbox: 0.1709 loss_giou: 0.3496 loss_ce_0: 0.4788 loss_bbox_0: 0.3093 loss_giou_0: 0.5407 loss_ce_1: 0.3846 loss_bbox_1: 0.2013 loss_giou_1: 0.4001 loss_ce_2: 0.3249 loss_bbox_2: 0.1839 loss_giou_2: 0.3755 loss_ce_3: 0.287 loss_bbox_3: 0.1777 loss_giou_3: 0.3673 loss_ce_4: 0.2655 loss_bbox_4: 0.1756 loss_giou_4: 0.3569 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:27:56] d2.utils.events INFO: eta: 14:44:04 iter: 260559 total_loss: 5.704 loss_ce: 0.27 loss_bbox: 0.1934 loss_giou: 0.3387 loss_ce_0: 0.4972 loss_bbox_0: 0.3181 loss_giou_0: 0.5403 loss_ce_1: 0.387 loss_bbox_1: 0.2303 loss_giou_1: 0.4008 loss_ce_2: 0.3162 loss_bbox_2: 0.2086 loss_giou_2: 0.3661 loss_ce_3: 0.2906 loss_bbox_3: 0.2085 loss_giou_3: 0.3528 loss_ce_4: 0.2793 loss_bbox_4: 0.1974 loss_giou_4: 0.3484 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:01] d2.utils.events INFO: eta: 14:43:54 iter: 260579 total_loss: 5.284 loss_ce: 0.2468 loss_bbox: 0.1795 loss_giou: 0.3076 loss_ce_0: 0.4799 loss_bbox_0: 0.2965 loss_giou_0: 0.4794 loss_ce_1: 0.3703 loss_bbox_1: 0.2053 loss_giou_1: 0.3468 loss_ce_2: 0.2999 loss_bbox_2: 0.1906 loss_giou_2: 0.3214 loss_ce_3: 0.2663 loss_bbox_3: 0.1831 loss_giou_3: 0.3098 loss_ce_4: 0.2459 loss_bbox_4: 0.1816 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:07] d2.utils.events INFO: eta: 14:44:03 iter: 260599 total_loss: 5.68 loss_ce: 0.2707 loss_bbox: 0.1813 loss_giou: 0.3254 loss_ce_0: 0.4721 loss_bbox_0: 0.3209 loss_giou_0: 0.5127 loss_ce_1: 0.3803 loss_bbox_1: 0.2162 loss_giou_1: 0.3824 loss_ce_2: 0.3121 loss_bbox_2: 0.1981 loss_giou_2: 0.3482 loss_ce_3: 0.2817 loss_bbox_3: 0.1907 loss_giou_3: 0.3359 loss_ce_4: 0.2706 loss_bbox_4: 0.1843 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:12] d2.utils.events INFO: eta: 14:44:14 iter: 260619 total_loss: 5.478 loss_ce: 0.2736 loss_bbox: 0.1817 loss_giou: 0.322 loss_ce_0: 0.4781 loss_bbox_0: 0.3054 loss_giou_0: 0.5135 loss_ce_1: 0.3855 loss_bbox_1: 0.2112 loss_giou_1: 0.3735 loss_ce_2: 0.3163 loss_bbox_2: 0.1908 loss_giou_2: 0.3474 loss_ce_3: 0.282 loss_bbox_3: 0.1852 loss_giou_3: 0.3351 loss_ce_4: 0.2721 loss_bbox_4: 0.182 loss_giou_4: 0.3264 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:18] d2.utils.events INFO: eta: 14:44:18 iter: 260639 total_loss: 5.458 loss_ce: 0.2679 loss_bbox: 0.1695 loss_giou: 0.322 loss_ce_0: 0.4686 loss_bbox_0: 0.3129 loss_giou_0: 0.5111 loss_ce_1: 0.382 loss_bbox_1: 0.2128 loss_giou_1: 0.378 loss_ce_2: 0.307 loss_bbox_2: 0.1953 loss_giou_2: 0.3465 loss_ce_3: 0.2764 loss_bbox_3: 0.1768 loss_giou_3: 0.329 loss_ce_4: 0.27 loss_bbox_4: 0.1757 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:24] d2.utils.events INFO: eta: 14:44:00 iter: 260659 total_loss: 5.683 loss_ce: 0.2973 loss_bbox: 0.1815 loss_giou: 0.3464 loss_ce_0: 0.4937 loss_bbox_0: 0.2891 loss_giou_0: 0.5092 loss_ce_1: 0.3973 loss_bbox_1: 0.2062 loss_giou_1: 0.387 loss_ce_2: 0.3444 loss_bbox_2: 0.1922 loss_giou_2: 0.3578 loss_ce_3: 0.3138 loss_bbox_3: 0.189 loss_giou_3: 0.3511 loss_ce_4: 0.3067 loss_bbox_4: 0.1849 loss_giou_4: 0.3437 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:29] d2.utils.events INFO: eta: 14:43:39 iter: 260679 total_loss: 5.627 loss_ce: 0.2642 loss_bbox: 0.188 loss_giou: 0.307 loss_ce_0: 0.5 loss_bbox_0: 0.3176 loss_giou_0: 0.49 loss_ce_1: 0.3911 loss_bbox_1: 0.2202 loss_giou_1: 0.3773 loss_ce_2: 0.3123 loss_bbox_2: 0.2001 loss_giou_2: 0.3324 loss_ce_3: 0.2845 loss_bbox_3: 0.1974 loss_giou_3: 0.3153 loss_ce_4: 0.2717 loss_bbox_4: 0.1873 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:35] d2.utils.events INFO: eta: 14:43:38 iter: 260699 total_loss: 5.28 loss_ce: 0.2473 loss_bbox: 0.1664 loss_giou: 0.3237 loss_ce_0: 0.4661 loss_bbox_0: 0.2875 loss_giou_0: 0.4863 loss_ce_1: 0.3655 loss_bbox_1: 0.2003 loss_giou_1: 0.3681 loss_ce_2: 0.2997 loss_bbox_2: 0.1809 loss_giou_2: 0.3394 loss_ce_3: 0.2642 loss_bbox_3: 0.1681 loss_giou_3: 0.3298 loss_ce_4: 0.2583 loss_bbox_4: 0.1649 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:41] d2.utils.events INFO: eta: 14:43:29 iter: 260719 total_loss: 5.432 loss_ce: 0.2481 loss_bbox: 0.1785 loss_giou: 0.3541 loss_ce_0: 0.4797 loss_bbox_0: 0.3069 loss_giou_0: 0.524 loss_ce_1: 0.3636 loss_bbox_1: 0.213 loss_giou_1: 0.3921 loss_ce_2: 0.3121 loss_bbox_2: 0.194 loss_giou_2: 0.3753 loss_ce_3: 0.265 loss_bbox_3: 0.1897 loss_giou_3: 0.364 loss_ce_4: 0.2494 loss_bbox_4: 0.1829 loss_giou_4: 0.3578 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:46] d2.utils.events INFO: eta: 14:43:24 iter: 260739 total_loss: 5.497 loss_ce: 0.2906 loss_bbox: 0.1788 loss_giou: 0.3271 loss_ce_0: 0.491 loss_bbox_0: 0.3066 loss_giou_0: 0.502 loss_ce_1: 0.3982 loss_bbox_1: 0.2101 loss_giou_1: 0.3644 loss_ce_2: 0.3407 loss_bbox_2: 0.1869 loss_giou_2: 0.3385 loss_ce_3: 0.3019 loss_bbox_3: 0.1823 loss_giou_3: 0.3396 loss_ce_4: 0.2932 loss_bbox_4: 0.1775 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:52] d2.utils.events INFO: eta: 14:43:29 iter: 260759 total_loss: 5.526 loss_ce: 0.2559 loss_bbox: 0.1872 loss_giou: 0.3335 loss_ce_0: 0.464 loss_bbox_0: 0.3188 loss_giou_0: 0.4947 loss_ce_1: 0.3687 loss_bbox_1: 0.2223 loss_giou_1: 0.3795 loss_ce_2: 0.3102 loss_bbox_2: 0.2018 loss_giou_2: 0.3568 loss_ce_3: 0.2709 loss_bbox_3: 0.1959 loss_giou_3: 0.3465 loss_ce_4: 0.2671 loss_bbox_4: 0.1859 loss_giou_4: 0.3359 time: 0.2800 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 10:28:58] d2.utils.events INFO: eta: 14:43:12 iter: 260779 total_loss: 5.323 loss_ce: 0.261 loss_bbox: 0.1699 loss_giou: 0.3052 loss_ce_0: 0.4685 loss_bbox_0: 0.2941 loss_giou_0: 0.4721 loss_ce_1: 0.352 loss_bbox_1: 0.1983 loss_giou_1: 0.3536 loss_ce_2: 0.2988 loss_bbox_2: 0.1815 loss_giou_2: 0.3256 loss_ce_3: 0.2685 loss_bbox_3: 0.1755 loss_giou_3: 0.3216 loss_ce_4: 0.2669 loss_bbox_4: 0.1707 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:03] d2.utils.events INFO: eta: 14:43:10 iter: 260799 total_loss: 5.422 loss_ce: 0.266 loss_bbox: 0.1845 loss_giou: 0.3362 loss_ce_0: 0.4797 loss_bbox_0: 0.3034 loss_giou_0: 0.506 loss_ce_1: 0.3678 loss_bbox_1: 0.2163 loss_giou_1: 0.3857 loss_ce_2: 0.3048 loss_bbox_2: 0.1957 loss_giou_2: 0.3619 loss_ce_3: 0.2715 loss_bbox_3: 0.1868 loss_giou_3: 0.346 loss_ce_4: 0.2661 loss_bbox_4: 0.1903 loss_giou_4: 0.3441 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:09] d2.utils.events INFO: eta: 14:43:01 iter: 260819 total_loss: 5.276 loss_ce: 0.2607 loss_bbox: 0.1651 loss_giou: 0.3154 loss_ce_0: 0.4594 loss_bbox_0: 0.2994 loss_giou_0: 0.499 loss_ce_1: 0.3681 loss_bbox_1: 0.1994 loss_giou_1: 0.3729 loss_ce_2: 0.3028 loss_bbox_2: 0.1827 loss_giou_2: 0.3387 loss_ce_3: 0.272 loss_bbox_3: 0.1757 loss_giou_3: 0.3304 loss_ce_4: 0.2564 loss_bbox_4: 0.1685 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:15] d2.utils.events INFO: eta: 14:42:55 iter: 260839 total_loss: 5.58 loss_ce: 0.2788 loss_bbox: 0.193 loss_giou: 0.3481 loss_ce_0: 0.5025 loss_bbox_0: 0.3081 loss_giou_0: 0.5265 loss_ce_1: 0.3951 loss_bbox_1: 0.2139 loss_giou_1: 0.384 loss_ce_2: 0.3242 loss_bbox_2: 0.1963 loss_giou_2: 0.3641 loss_ce_3: 0.2885 loss_bbox_3: 0.1978 loss_giou_3: 0.3529 loss_ce_4: 0.282 loss_bbox_4: 0.1893 loss_giou_4: 0.346 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:20] d2.utils.events INFO: eta: 14:42:58 iter: 260859 total_loss: 5.384 loss_ce: 0.2704 loss_bbox: 0.1746 loss_giou: 0.3245 loss_ce_0: 0.4715 loss_bbox_0: 0.289 loss_giou_0: 0.5099 loss_ce_1: 0.3578 loss_bbox_1: 0.2042 loss_giou_1: 0.3687 loss_ce_2: 0.3086 loss_bbox_2: 0.1854 loss_giou_2: 0.339 loss_ce_3: 0.2781 loss_bbox_3: 0.181 loss_giou_3: 0.3331 loss_ce_4: 0.2724 loss_bbox_4: 0.1818 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:26] d2.utils.events INFO: eta: 14:42:48 iter: 260879 total_loss: 5.482 loss_ce: 0.279 loss_bbox: 0.1827 loss_giou: 0.3256 loss_ce_0: 0.4869 loss_bbox_0: 0.3069 loss_giou_0: 0.4969 loss_ce_1: 0.3767 loss_bbox_1: 0.207 loss_giou_1: 0.3636 loss_ce_2: 0.3221 loss_bbox_2: 0.2003 loss_giou_2: 0.3421 loss_ce_3: 0.2994 loss_bbox_3: 0.1901 loss_giou_3: 0.3361 loss_ce_4: 0.2786 loss_bbox_4: 0.1892 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:32] d2.utils.events INFO: eta: 14:42:36 iter: 260899 total_loss: 5.181 loss_ce: 0.25 loss_bbox: 0.1624 loss_giou: 0.318 loss_ce_0: 0.467 loss_bbox_0: 0.2838 loss_giou_0: 0.5125 loss_ce_1: 0.3432 loss_bbox_1: 0.1978 loss_giou_1: 0.3678 loss_ce_2: 0.2889 loss_bbox_2: 0.1769 loss_giou_2: 0.3395 loss_ce_3: 0.2641 loss_bbox_3: 0.1709 loss_giou_3: 0.3247 loss_ce_4: 0.2502 loss_bbox_4: 0.1689 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:37] d2.utils.events INFO: eta: 14:42:16 iter: 260919 total_loss: 5.362 loss_ce: 0.2515 loss_bbox: 0.168 loss_giou: 0.3109 loss_ce_0: 0.4957 loss_bbox_0: 0.2922 loss_giou_0: 0.4961 loss_ce_1: 0.3714 loss_bbox_1: 0.2003 loss_giou_1: 0.3593 loss_ce_2: 0.2993 loss_bbox_2: 0.179 loss_giou_2: 0.3327 loss_ce_3: 0.2786 loss_bbox_3: 0.1711 loss_giou_3: 0.3198 loss_ce_4: 0.2595 loss_bbox_4: 0.1685 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:43] d2.utils.events INFO: eta: 14:41:46 iter: 260939 total_loss: 5.333 loss_ce: 0.2685 loss_bbox: 0.1702 loss_giou: 0.3185 loss_ce_0: 0.4804 loss_bbox_0: 0.3002 loss_giou_0: 0.4877 loss_ce_1: 0.3734 loss_bbox_1: 0.2044 loss_giou_1: 0.3615 loss_ce_2: 0.3109 loss_bbox_2: 0.187 loss_giou_2: 0.3375 loss_ce_3: 0.2854 loss_bbox_3: 0.1824 loss_giou_3: 0.3269 loss_ce_4: 0.2663 loss_bbox_4: 0.1772 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:49] d2.utils.events INFO: eta: 14:41:43 iter: 260959 total_loss: 5.652 loss_ce: 0.2821 loss_bbox: 0.1718 loss_giou: 0.3295 loss_ce_0: 0.4885 loss_bbox_0: 0.3067 loss_giou_0: 0.5152 loss_ce_1: 0.388 loss_bbox_1: 0.2199 loss_giou_1: 0.3841 loss_ce_2: 0.3278 loss_bbox_2: 0.1915 loss_giou_2: 0.3461 loss_ce_3: 0.2832 loss_bbox_3: 0.1793 loss_giou_3: 0.3318 loss_ce_4: 0.2768 loss_bbox_4: 0.1739 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 10:29:54] d2.utils.events INFO: eta: 14:42:02 iter: 260979 total_loss: 5.248 loss_ce: 0.2426 loss_bbox: 0.1682 loss_giou: 0.3162 loss_ce_0: 0.456 loss_bbox_0: 0.3012 loss_giou_0: 0.4985 loss_ce_1: 0.3494 loss_bbox_1: 0.2024 loss_giou_1: 0.3718 loss_ce_2: 0.2801 loss_bbox_2: 0.1804 loss_giou_2: 0.3353 loss_ce_3: 0.2589 loss_bbox_3: 0.1758 loss_giou_3: 0.3235 loss_ce_4: 0.247 loss_bbox_4: 0.1692 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:00] d2.utils.events INFO: eta: 14:42:01 iter: 260999 total_loss: 5.353 loss_ce: 0.2562 loss_bbox: 0.1862 loss_giou: 0.3234 loss_ce_0: 0.4716 loss_bbox_0: 0.2883 loss_giou_0: 0.492 loss_ce_1: 0.3467 loss_bbox_1: 0.2077 loss_giou_1: 0.3693 loss_ce_2: 0.2863 loss_bbox_2: 0.1993 loss_giou_2: 0.3436 loss_ce_3: 0.2632 loss_bbox_3: 0.1941 loss_giou_3: 0.3356 loss_ce_4: 0.2493 loss_bbox_4: 0.1896 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:06] d2.utils.events INFO: eta: 14:41:33 iter: 261019 total_loss: 5.61 loss_ce: 0.2811 loss_bbox: 0.181 loss_giou: 0.3171 loss_ce_0: 0.5143 loss_bbox_0: 0.3093 loss_giou_0: 0.5016 loss_ce_1: 0.4026 loss_bbox_1: 0.2217 loss_giou_1: 0.3712 loss_ce_2: 0.3288 loss_bbox_2: 0.2041 loss_giou_2: 0.3418 loss_ce_3: 0.3016 loss_bbox_3: 0.1967 loss_giou_3: 0.3308 loss_ce_4: 0.3014 loss_bbox_4: 0.1863 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:11] d2.utils.events INFO: eta: 14:41:07 iter: 261039 total_loss: 5.472 loss_ce: 0.2728 loss_bbox: 0.1627 loss_giou: 0.3139 loss_ce_0: 0.5069 loss_bbox_0: 0.2892 loss_giou_0: 0.5065 loss_ce_1: 0.3863 loss_bbox_1: 0.199 loss_giou_1: 0.3742 loss_ce_2: 0.3168 loss_bbox_2: 0.1745 loss_giou_2: 0.3389 loss_ce_3: 0.2902 loss_bbox_3: 0.169 loss_giou_3: 0.3211 loss_ce_4: 0.275 loss_bbox_4: 0.1639 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:17] d2.utils.events INFO: eta: 14:40:59 iter: 261059 total_loss: 5.491 loss_ce: 0.2729 loss_bbox: 0.1689 loss_giou: 0.3245 loss_ce_0: 0.4823 loss_bbox_0: 0.3067 loss_giou_0: 0.5 loss_ce_1: 0.3847 loss_bbox_1: 0.2106 loss_giou_1: 0.3761 loss_ce_2: 0.3166 loss_bbox_2: 0.1821 loss_giou_2: 0.3438 loss_ce_3: 0.2761 loss_bbox_3: 0.1734 loss_giou_3: 0.3315 loss_ce_4: 0.2655 loss_bbox_4: 0.1692 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:23] d2.utils.events INFO: eta: 14:40:19 iter: 261079 total_loss: 5.58 loss_ce: 0.2727 loss_bbox: 0.1714 loss_giou: 0.3256 loss_ce_0: 0.4785 loss_bbox_0: 0.3004 loss_giou_0: 0.4987 loss_ce_1: 0.3787 loss_bbox_1: 0.2094 loss_giou_1: 0.3762 loss_ce_2: 0.3171 loss_bbox_2: 0.1857 loss_giou_2: 0.3414 loss_ce_3: 0.2841 loss_bbox_3: 0.177 loss_giou_3: 0.3317 loss_ce_4: 0.2662 loss_bbox_4: 0.176 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:28] d2.utils.events INFO: eta: 14:39:38 iter: 261099 total_loss: 5.514 loss_ce: 0.267 loss_bbox: 0.1724 loss_giou: 0.3286 loss_ce_0: 0.4927 loss_bbox_0: 0.2977 loss_giou_0: 0.5225 loss_ce_1: 0.3886 loss_bbox_1: 0.2058 loss_giou_1: 0.3811 loss_ce_2: 0.3139 loss_bbox_2: 0.1825 loss_giou_2: 0.3554 loss_ce_3: 0.2843 loss_bbox_3: 0.1779 loss_giou_3: 0.3402 loss_ce_4: 0.2784 loss_bbox_4: 0.1719 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:34] d2.utils.events INFO: eta: 14:39:30 iter: 261119 total_loss: 5.702 loss_ce: 0.2817 loss_bbox: 0.1715 loss_giou: 0.3297 loss_ce_0: 0.4917 loss_bbox_0: 0.3062 loss_giou_0: 0.5251 loss_ce_1: 0.3791 loss_bbox_1: 0.2121 loss_giou_1: 0.3832 loss_ce_2: 0.3206 loss_bbox_2: 0.1879 loss_giou_2: 0.3483 loss_ce_3: 0.2874 loss_bbox_3: 0.1771 loss_giou_3: 0.3336 loss_ce_4: 0.2867 loss_bbox_4: 0.1738 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:40] d2.utils.events INFO: eta: 14:39:27 iter: 261139 total_loss: 5.593 loss_ce: 0.2877 loss_bbox: 0.1804 loss_giou: 0.3226 loss_ce_0: 0.4911 loss_bbox_0: 0.307 loss_giou_0: 0.5026 loss_ce_1: 0.3807 loss_bbox_1: 0.209 loss_giou_1: 0.3577 loss_ce_2: 0.3218 loss_bbox_2: 0.19 loss_giou_2: 0.3349 loss_ce_3: 0.292 loss_bbox_3: 0.1825 loss_giou_3: 0.3292 loss_ce_4: 0.2885 loss_bbox_4: 0.1786 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:45] d2.utils.events INFO: eta: 14:39:10 iter: 261159 total_loss: 5.402 loss_ce: 0.2623 loss_bbox: 0.1719 loss_giou: 0.3236 loss_ce_0: 0.4841 loss_bbox_0: 0.3035 loss_giou_0: 0.5119 loss_ce_1: 0.3743 loss_bbox_1: 0.2196 loss_giou_1: 0.3865 loss_ce_2: 0.3186 loss_bbox_2: 0.1977 loss_giou_2: 0.3434 loss_ce_3: 0.2801 loss_bbox_3: 0.1881 loss_giou_3: 0.328 loss_ce_4: 0.2659 loss_bbox_4: 0.1808 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:51] d2.utils.events INFO: eta: 14:39:02 iter: 261179 total_loss: 5.756 loss_ce: 0.2801 loss_bbox: 0.1748 loss_giou: 0.3552 loss_ce_0: 0.5052 loss_bbox_0: 0.315 loss_giou_0: 0.5299 loss_ce_1: 0.3935 loss_bbox_1: 0.2141 loss_giou_1: 0.4078 loss_ce_2: 0.3305 loss_bbox_2: 0.1966 loss_giou_2: 0.3716 loss_ce_3: 0.3 loss_bbox_3: 0.1905 loss_giou_3: 0.3668 loss_ce_4: 0.281 loss_bbox_4: 0.1833 loss_giou_4: 0.3606 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 10:30:57] d2.utils.events INFO: eta: 14:39:04 iter: 261199 total_loss: 5.377 loss_ce: 0.2667 loss_bbox: 0.1736 loss_giou: 0.3058 loss_ce_0: 0.4882 loss_bbox_0: 0.2967 loss_giou_0: 0.4866 loss_ce_1: 0.3684 loss_bbox_1: 0.2147 loss_giou_1: 0.3628 loss_ce_2: 0.3162 loss_bbox_2: 0.193 loss_giou_2: 0.3268 loss_ce_3: 0.2811 loss_bbox_3: 0.1833 loss_giou_3: 0.3159 loss_ce_4: 0.2661 loss_bbox_4: 0.179 loss_giou_4: 0.3089 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:02] d2.utils.events INFO: eta: 14:38:41 iter: 261219 total_loss: 5.843 loss_ce: 0.2916 loss_bbox: 0.1772 loss_giou: 0.3464 loss_ce_0: 0.4929 loss_bbox_0: 0.3201 loss_giou_0: 0.5248 loss_ce_1: 0.3964 loss_bbox_1: 0.2189 loss_giou_1: 0.3834 loss_ce_2: 0.3458 loss_bbox_2: 0.1956 loss_giou_2: 0.3555 loss_ce_3: 0.3067 loss_bbox_3: 0.1812 loss_giou_3: 0.3469 loss_ce_4: 0.2966 loss_bbox_4: 0.1783 loss_giou_4: 0.3426 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:08] d2.utils.events INFO: eta: 14:38:36 iter: 261239 total_loss: 5.262 loss_ce: 0.2621 loss_bbox: 0.1564 loss_giou: 0.3216 loss_ce_0: 0.4651 loss_bbox_0: 0.2789 loss_giou_0: 0.5046 loss_ce_1: 0.3623 loss_bbox_1: 0.1902 loss_giou_1: 0.3577 loss_ce_2: 0.3074 loss_bbox_2: 0.1724 loss_giou_2: 0.3328 loss_ce_3: 0.2833 loss_bbox_3: 0.1623 loss_giou_3: 0.3257 loss_ce_4: 0.2675 loss_bbox_4: 0.16 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:14] d2.utils.events INFO: eta: 14:38:34 iter: 261259 total_loss: 5.412 loss_ce: 0.2591 loss_bbox: 0.1765 loss_giou: 0.3307 loss_ce_0: 0.4881 loss_bbox_0: 0.2873 loss_giou_0: 0.5176 loss_ce_1: 0.3709 loss_bbox_1: 0.2065 loss_giou_1: 0.379 loss_ce_2: 0.2966 loss_bbox_2: 0.193 loss_giou_2: 0.3502 loss_ce_3: 0.2775 loss_bbox_3: 0.18 loss_giou_3: 0.3384 loss_ce_4: 0.2572 loss_bbox_4: 0.177 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:19] d2.utils.events INFO: eta: 14:38:28 iter: 261279 total_loss: 5.472 loss_ce: 0.2674 loss_bbox: 0.1696 loss_giou: 0.3348 loss_ce_0: 0.4779 loss_bbox_0: 0.3032 loss_giou_0: 0.5118 loss_ce_1: 0.3625 loss_bbox_1: 0.2023 loss_giou_1: 0.3815 loss_ce_2: 0.3046 loss_bbox_2: 0.1839 loss_giou_2: 0.3588 loss_ce_3: 0.2695 loss_bbox_3: 0.1803 loss_giou_3: 0.3533 loss_ce_4: 0.2622 loss_bbox_4: 0.1728 loss_giou_4: 0.3398 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:25] d2.utils.events INFO: eta: 14:38:22 iter: 261299 total_loss: 5.42 loss_ce: 0.2609 loss_bbox: 0.1719 loss_giou: 0.317 loss_ce_0: 0.4604 loss_bbox_0: 0.3035 loss_giou_0: 0.5033 loss_ce_1: 0.3748 loss_bbox_1: 0.2103 loss_giou_1: 0.3702 loss_ce_2: 0.3105 loss_bbox_2: 0.1759 loss_giou_2: 0.3312 loss_ce_3: 0.2803 loss_bbox_3: 0.1788 loss_giou_3: 0.326 loss_ce_4: 0.262 loss_bbox_4: 0.1716 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:31] d2.utils.events INFO: eta: 14:38:23 iter: 261319 total_loss: 5.63 loss_ce: 0.2862 loss_bbox: 0.1806 loss_giou: 0.3214 loss_ce_0: 0.5038 loss_bbox_0: 0.3221 loss_giou_0: 0.5124 loss_ce_1: 0.3852 loss_bbox_1: 0.211 loss_giou_1: 0.3697 loss_ce_2: 0.3182 loss_bbox_2: 0.1966 loss_giou_2: 0.3453 loss_ce_3: 0.2889 loss_bbox_3: 0.1907 loss_giou_3: 0.3333 loss_ce_4: 0.286 loss_bbox_4: 0.185 loss_giou_4: 0.333 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:36] d2.utils.events INFO: eta: 14:38:31 iter: 261339 total_loss: 5.672 loss_ce: 0.2674 loss_bbox: 0.1798 loss_giou: 0.3437 loss_ce_0: 0.4868 loss_bbox_0: 0.3065 loss_giou_0: 0.5097 loss_ce_1: 0.3869 loss_bbox_1: 0.2163 loss_giou_1: 0.3901 loss_ce_2: 0.3147 loss_bbox_2: 0.1949 loss_giou_2: 0.3615 loss_ce_3: 0.2808 loss_bbox_3: 0.191 loss_giou_3: 0.3504 loss_ce_4: 0.2721 loss_bbox_4: 0.1832 loss_giou_4: 0.3447 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:42] d2.utils.events INFO: eta: 14:38:38 iter: 261359 total_loss: 5.532 loss_ce: 0.2587 loss_bbox: 0.1807 loss_giou: 0.3397 loss_ce_0: 0.484 loss_bbox_0: 0.3078 loss_giou_0: 0.5223 loss_ce_1: 0.3608 loss_bbox_1: 0.208 loss_giou_1: 0.3857 loss_ce_2: 0.3032 loss_bbox_2: 0.1864 loss_giou_2: 0.3582 loss_ce_3: 0.2741 loss_bbox_3: 0.1858 loss_giou_3: 0.3467 loss_ce_4: 0.2701 loss_bbox_4: 0.1791 loss_giou_4: 0.3473 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:48] d2.utils.events INFO: eta: 14:38:33 iter: 261379 total_loss: 5.223 loss_ce: 0.2469 loss_bbox: 0.1668 loss_giou: 0.314 loss_ce_0: 0.4849 loss_bbox_0: 0.2831 loss_giou_0: 0.4817 loss_ce_1: 0.361 loss_bbox_1: 0.2045 loss_giou_1: 0.3685 loss_ce_2: 0.2934 loss_bbox_2: 0.181 loss_giou_2: 0.3341 loss_ce_3: 0.2545 loss_bbox_3: 0.174 loss_giou_3: 0.3265 loss_ce_4: 0.2443 loss_bbox_4: 0.1688 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:53] d2.utils.events INFO: eta: 14:38:41 iter: 261399 total_loss: 5.51 loss_ce: 0.2614 loss_bbox: 0.1732 loss_giou: 0.3333 loss_ce_0: 0.4878 loss_bbox_0: 0.2992 loss_giou_0: 0.5123 loss_ce_1: 0.3794 loss_bbox_1: 0.2039 loss_giou_1: 0.3697 loss_ce_2: 0.3047 loss_bbox_2: 0.1866 loss_giou_2: 0.3466 loss_ce_3: 0.2858 loss_bbox_3: 0.1811 loss_giou_3: 0.3356 loss_ce_4: 0.2679 loss_bbox_4: 0.1758 loss_giou_4: 0.3321 time: 0.2800 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 10:31:59] d2.utils.events INFO: eta: 14:38:19 iter: 261419 total_loss: 5.605 loss_ce: 0.2856 loss_bbox: 0.1822 loss_giou: 0.3316 loss_ce_0: 0.492 loss_bbox_0: 0.3142 loss_giou_0: 0.5205 loss_ce_1: 0.3878 loss_bbox_1: 0.2193 loss_giou_1: 0.3809 loss_ce_2: 0.3407 loss_bbox_2: 0.2017 loss_giou_2: 0.352 loss_ce_3: 0.2998 loss_bbox_3: 0.1927 loss_giou_3: 0.3462 loss_ce_4: 0.2874 loss_bbox_4: 0.1829 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:05] d2.utils.events INFO: eta: 14:38:34 iter: 261439 total_loss: 5.196 loss_ce: 0.2671 loss_bbox: 0.1691 loss_giou: 0.3054 loss_ce_0: 0.4749 loss_bbox_0: 0.291 loss_giou_0: 0.4892 loss_ce_1: 0.3734 loss_bbox_1: 0.1997 loss_giou_1: 0.3589 loss_ce_2: 0.3207 loss_bbox_2: 0.1854 loss_giou_2: 0.3292 loss_ce_3: 0.288 loss_bbox_3: 0.1795 loss_giou_3: 0.3165 loss_ce_4: 0.2673 loss_bbox_4: 0.1736 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:11] d2.utils.events INFO: eta: 14:38:47 iter: 261459 total_loss: 5.561 loss_ce: 0.2787 loss_bbox: 0.1653 loss_giou: 0.3272 loss_ce_0: 0.4823 loss_bbox_0: 0.2955 loss_giou_0: 0.5143 loss_ce_1: 0.3894 loss_bbox_1: 0.1983 loss_giou_1: 0.3793 loss_ce_2: 0.3242 loss_bbox_2: 0.1844 loss_giou_2: 0.3484 loss_ce_3: 0.298 loss_bbox_3: 0.1712 loss_giou_3: 0.3383 loss_ce_4: 0.2858 loss_bbox_4: 0.1678 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:16] d2.utils.events INFO: eta: 14:38:54 iter: 261479 total_loss: 5.505 loss_ce: 0.2692 loss_bbox: 0.1719 loss_giou: 0.3154 loss_ce_0: 0.4939 loss_bbox_0: 0.3101 loss_giou_0: 0.5152 loss_ce_1: 0.3779 loss_bbox_1: 0.2006 loss_giou_1: 0.377 loss_ce_2: 0.3237 loss_bbox_2: 0.1789 loss_giou_2: 0.337 loss_ce_3: 0.2924 loss_bbox_3: 0.175 loss_giou_3: 0.3231 loss_ce_4: 0.2713 loss_bbox_4: 0.1747 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:22] d2.utils.events INFO: eta: 14:38:52 iter: 261499 total_loss: 5.528 loss_ce: 0.2667 loss_bbox: 0.1753 loss_giou: 0.33 loss_ce_0: 0.4952 loss_bbox_0: 0.296 loss_giou_0: 0.5357 loss_ce_1: 0.3789 loss_bbox_1: 0.2164 loss_giou_1: 0.3923 loss_ce_2: 0.3087 loss_bbox_2: 0.197 loss_giou_2: 0.3588 loss_ce_3: 0.2839 loss_bbox_3: 0.1859 loss_giou_3: 0.3498 loss_ce_4: 0.2656 loss_bbox_4: 0.1821 loss_giou_4: 0.3385 time: 0.2800 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:28] d2.utils.events INFO: eta: 14:38:47 iter: 261519 total_loss: 5.462 loss_ce: 0.2699 loss_bbox: 0.1815 loss_giou: 0.3235 loss_ce_0: 0.4762 loss_bbox_0: 0.3045 loss_giou_0: 0.4835 loss_ce_1: 0.3884 loss_bbox_1: 0.2085 loss_giou_1: 0.355 loss_ce_2: 0.3221 loss_bbox_2: 0.1918 loss_giou_2: 0.338 loss_ce_3: 0.2849 loss_bbox_3: 0.192 loss_giou_3: 0.3311 loss_ce_4: 0.2702 loss_bbox_4: 0.1825 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:33] d2.utils.events INFO: eta: 14:39:07 iter: 261539 total_loss: 5.441 loss_ce: 0.2658 loss_bbox: 0.1769 loss_giou: 0.3276 loss_ce_0: 0.4914 loss_bbox_0: 0.2937 loss_giou_0: 0.493 loss_ce_1: 0.3776 loss_bbox_1: 0.2084 loss_giou_1: 0.3679 loss_ce_2: 0.3147 loss_bbox_2: 0.1897 loss_giou_2: 0.3391 loss_ce_3: 0.2811 loss_bbox_3: 0.1857 loss_giou_3: 0.3367 loss_ce_4: 0.2667 loss_bbox_4: 0.1794 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:39] d2.utils.events INFO: eta: 14:39:07 iter: 261559 total_loss: 5.514 loss_ce: 0.2853 loss_bbox: 0.1668 loss_giou: 0.3228 loss_ce_0: 0.4948 loss_bbox_0: 0.2909 loss_giou_0: 0.5036 loss_ce_1: 0.3865 loss_bbox_1: 0.2051 loss_giou_1: 0.3687 loss_ce_2: 0.3325 loss_bbox_2: 0.1811 loss_giou_2: 0.3345 loss_ce_3: 0.2972 loss_bbox_3: 0.1712 loss_giou_3: 0.3285 loss_ce_4: 0.2837 loss_bbox_4: 0.1664 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:45] d2.utils.events INFO: eta: 14:38:56 iter: 261579 total_loss: 5.246 loss_ce: 0.2559 loss_bbox: 0.1676 loss_giou: 0.3124 loss_ce_0: 0.4688 loss_bbox_0: 0.2893 loss_giou_0: 0.4587 loss_ce_1: 0.3602 loss_bbox_1: 0.2013 loss_giou_1: 0.357 loss_ce_2: 0.3047 loss_bbox_2: 0.1785 loss_giou_2: 0.3383 loss_ce_3: 0.2635 loss_bbox_3: 0.1776 loss_giou_3: 0.3238 loss_ce_4: 0.2543 loss_bbox_4: 0.1737 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:50] d2.utils.events INFO: eta: 14:38:34 iter: 261599 total_loss: 5.691 loss_ce: 0.2851 loss_bbox: 0.1891 loss_giou: 0.3264 loss_ce_0: 0.4936 loss_bbox_0: 0.3193 loss_giou_0: 0.5141 loss_ce_1: 0.3912 loss_bbox_1: 0.2248 loss_giou_1: 0.37 loss_ce_2: 0.3273 loss_bbox_2: 0.2052 loss_giou_2: 0.3375 loss_ce_3: 0.2974 loss_bbox_3: 0.1958 loss_giou_3: 0.3355 loss_ce_4: 0.2925 loss_bbox_4: 0.192 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 10:32:56] d2.utils.events INFO: eta: 14:38:15 iter: 261619 total_loss: 5.442 loss_ce: 0.2774 loss_bbox: 0.1746 loss_giou: 0.3199 loss_ce_0: 0.4807 loss_bbox_0: 0.3045 loss_giou_0: 0.4982 loss_ce_1: 0.3707 loss_bbox_1: 0.2034 loss_giou_1: 0.3687 loss_ce_2: 0.3156 loss_bbox_2: 0.1922 loss_giou_2: 0.3385 loss_ce_3: 0.2769 loss_bbox_3: 0.1821 loss_giou_3: 0.3267 loss_ce_4: 0.2804 loss_bbox_4: 0.1773 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:02] d2.utils.events INFO: eta: 14:38:09 iter: 261639 total_loss: 5.206 loss_ce: 0.2514 loss_bbox: 0.1603 loss_giou: 0.3061 loss_ce_0: 0.4879 loss_bbox_0: 0.2804 loss_giou_0: 0.4684 loss_ce_1: 0.3468 loss_bbox_1: 0.185 loss_giou_1: 0.3463 loss_ce_2: 0.2898 loss_bbox_2: 0.1664 loss_giou_2: 0.3153 loss_ce_3: 0.2627 loss_bbox_3: 0.1609 loss_giou_3: 0.3089 loss_ce_4: 0.2511 loss_bbox_4: 0.1618 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:08] d2.utils.events INFO: eta: 14:38:13 iter: 261659 total_loss: 5.393 loss_ce: 0.273 loss_bbox: 0.173 loss_giou: 0.3205 loss_ce_0: 0.485 loss_bbox_0: 0.2935 loss_giou_0: 0.4917 loss_ce_1: 0.3777 loss_bbox_1: 0.1976 loss_giou_1: 0.3644 loss_ce_2: 0.3169 loss_bbox_2: 0.1845 loss_giou_2: 0.338 loss_ce_3: 0.2818 loss_bbox_3: 0.1755 loss_giou_3: 0.3282 loss_ce_4: 0.2696 loss_bbox_4: 0.1755 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:13] d2.utils.events INFO: eta: 14:38:21 iter: 261679 total_loss: 5.328 loss_ce: 0.2565 loss_bbox: 0.1889 loss_giou: 0.3245 loss_ce_0: 0.4959 loss_bbox_0: 0.3139 loss_giou_0: 0.4976 loss_ce_1: 0.3757 loss_bbox_1: 0.2211 loss_giou_1: 0.3764 loss_ce_2: 0.3065 loss_bbox_2: 0.2003 loss_giou_2: 0.345 loss_ce_3: 0.269 loss_bbox_3: 0.1995 loss_giou_3: 0.3303 loss_ce_4: 0.255 loss_bbox_4: 0.189 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:19] d2.utils.events INFO: eta: 14:38:22 iter: 261699 total_loss: 5.3 loss_ce: 0.254 loss_bbox: 0.1687 loss_giou: 0.3267 loss_ce_0: 0.4742 loss_bbox_0: 0.3002 loss_giou_0: 0.4996 loss_ce_1: 0.3664 loss_bbox_1: 0.206 loss_giou_1: 0.3758 loss_ce_2: 0.3079 loss_bbox_2: 0.1872 loss_giou_2: 0.3479 loss_ce_3: 0.2761 loss_bbox_3: 0.1772 loss_giou_3: 0.3382 loss_ce_4: 0.2707 loss_bbox_4: 0.1702 loss_giou_4: 0.338 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:25] d2.utils.events INFO: eta: 14:38:19 iter: 261719 total_loss: 5.421 loss_ce: 0.2704 loss_bbox: 0.1783 loss_giou: 0.3165 loss_ce_0: 0.4885 loss_bbox_0: 0.3089 loss_giou_0: 0.4952 loss_ce_1: 0.3886 loss_bbox_1: 0.2098 loss_giou_1: 0.3667 loss_ce_2: 0.3208 loss_bbox_2: 0.1873 loss_giou_2: 0.3304 loss_ce_3: 0.2865 loss_bbox_3: 0.1837 loss_giou_3: 0.3201 loss_ce_4: 0.276 loss_bbox_4: 0.1784 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:30] d2.utils.events INFO: eta: 14:37:54 iter: 261739 total_loss: 5.381 loss_ce: 0.264 loss_bbox: 0.1657 loss_giou: 0.34 loss_ce_0: 0.4712 loss_bbox_0: 0.2956 loss_giou_0: 0.5392 loss_ce_1: 0.3633 loss_bbox_1: 0.2005 loss_giou_1: 0.3935 loss_ce_2: 0.3075 loss_bbox_2: 0.1772 loss_giou_2: 0.3665 loss_ce_3: 0.2825 loss_bbox_3: 0.1716 loss_giou_3: 0.3478 loss_ce_4: 0.2665 loss_bbox_4: 0.1663 loss_giou_4: 0.3418 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:36] d2.utils.events INFO: eta: 14:38:06 iter: 261759 total_loss: 5.339 loss_ce: 0.265 loss_bbox: 0.1791 loss_giou: 0.3054 loss_ce_0: 0.4951 loss_bbox_0: 0.3189 loss_giou_0: 0.4692 loss_ce_1: 0.3658 loss_bbox_1: 0.2212 loss_giou_1: 0.3496 loss_ce_2: 0.3047 loss_bbox_2: 0.1976 loss_giou_2: 0.3243 loss_ce_3: 0.2712 loss_bbox_3: 0.1884 loss_giou_3: 0.3168 loss_ce_4: 0.2685 loss_bbox_4: 0.1865 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:42] d2.utils.events INFO: eta: 14:38:12 iter: 261779 total_loss: 5.401 loss_ce: 0.2633 loss_bbox: 0.1731 loss_giou: 0.3394 loss_ce_0: 0.4904 loss_bbox_0: 0.3015 loss_giou_0: 0.5245 loss_ce_1: 0.378 loss_bbox_1: 0.2088 loss_giou_1: 0.3895 loss_ce_2: 0.3178 loss_bbox_2: 0.185 loss_giou_2: 0.3571 loss_ce_3: 0.2779 loss_bbox_3: 0.1792 loss_giou_3: 0.3501 loss_ce_4: 0.2751 loss_bbox_4: 0.1714 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:47] d2.utils.events INFO: eta: 14:38:06 iter: 261799 total_loss: 5.276 loss_ce: 0.2468 loss_bbox: 0.1674 loss_giou: 0.331 loss_ce_0: 0.4777 loss_bbox_0: 0.2908 loss_giou_0: 0.5019 loss_ce_1: 0.3632 loss_bbox_1: 0.203 loss_giou_1: 0.3564 loss_ce_2: 0.2939 loss_bbox_2: 0.1812 loss_giou_2: 0.3399 loss_ce_3: 0.2539 loss_bbox_3: 0.1741 loss_giou_3: 0.3364 loss_ce_4: 0.2468 loss_bbox_4: 0.1699 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:53] d2.utils.events INFO: eta: 14:38:08 iter: 261819 total_loss: 5.397 loss_ce: 0.2669 loss_bbox: 0.1863 loss_giou: 0.3294 loss_ce_0: 0.4861 loss_bbox_0: 0.3113 loss_giou_0: 0.5004 loss_ce_1: 0.3832 loss_bbox_1: 0.2182 loss_giou_1: 0.3771 loss_ce_2: 0.308 loss_bbox_2: 0.2025 loss_giou_2: 0.3479 loss_ce_3: 0.2814 loss_bbox_3: 0.1919 loss_giou_3: 0.3398 loss_ce_4: 0.2672 loss_bbox_4: 0.1906 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 10:33:58] d2.utils.events INFO: eta: 14:37:49 iter: 261839 total_loss: 5.297 loss_ce: 0.2483 loss_bbox: 0.188 loss_giou: 0.3109 loss_ce_0: 0.4711 loss_bbox_0: 0.3116 loss_giou_0: 0.4893 loss_ce_1: 0.3611 loss_bbox_1: 0.2209 loss_giou_1: 0.3559 loss_ce_2: 0.3112 loss_bbox_2: 0.2023 loss_giou_2: 0.3315 loss_ce_3: 0.2752 loss_bbox_3: 0.1959 loss_giou_3: 0.3204 loss_ce_4: 0.2565 loss_bbox_4: 0.1911 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:04] d2.utils.events INFO: eta: 14:37:40 iter: 261859 total_loss: 5.503 loss_ce: 0.2645 loss_bbox: 0.1823 loss_giou: 0.3365 loss_ce_0: 0.4919 loss_bbox_0: 0.3091 loss_giou_0: 0.5119 loss_ce_1: 0.3815 loss_bbox_1: 0.2109 loss_giou_1: 0.3781 loss_ce_2: 0.3149 loss_bbox_2: 0.1931 loss_giou_2: 0.3557 loss_ce_3: 0.2865 loss_bbox_3: 0.1839 loss_giou_3: 0.3433 loss_ce_4: 0.2679 loss_bbox_4: 0.1815 loss_giou_4: 0.3391 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:10] d2.utils.events INFO: eta: 14:37:34 iter: 261879 total_loss: 5.144 loss_ce: 0.262 loss_bbox: 0.1664 loss_giou: 0.3155 loss_ce_0: 0.4708 loss_bbox_0: 0.3013 loss_giou_0: 0.4828 loss_ce_1: 0.3561 loss_bbox_1: 0.2035 loss_giou_1: 0.3572 loss_ce_2: 0.2894 loss_bbox_2: 0.1841 loss_giou_2: 0.3338 loss_ce_3: 0.2675 loss_bbox_3: 0.1812 loss_giou_3: 0.3258 loss_ce_4: 0.2531 loss_bbox_4: 0.1704 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:16] d2.utils.events INFO: eta: 14:37:26 iter: 261899 total_loss: 5.714 loss_ce: 0.293 loss_bbox: 0.1755 loss_giou: 0.3417 loss_ce_0: 0.4942 loss_bbox_0: 0.3043 loss_giou_0: 0.5375 loss_ce_1: 0.401 loss_bbox_1: 0.2051 loss_giou_1: 0.3999 loss_ce_2: 0.3341 loss_bbox_2: 0.1811 loss_giou_2: 0.3677 loss_ce_3: 0.3065 loss_bbox_3: 0.1764 loss_giou_3: 0.3518 loss_ce_4: 0.2946 loss_bbox_4: 0.1768 loss_giou_4: 0.3511 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:21] d2.utils.events INFO: eta: 14:37:25 iter: 261919 total_loss: 5.49 loss_ce: 0.2819 loss_bbox: 0.1771 loss_giou: 0.3282 loss_ce_0: 0.4896 loss_bbox_0: 0.3066 loss_giou_0: 0.5152 loss_ce_1: 0.3928 loss_bbox_1: 0.2159 loss_giou_1: 0.3746 loss_ce_2: 0.3136 loss_bbox_2: 0.1933 loss_giou_2: 0.3476 loss_ce_3: 0.2875 loss_bbox_3: 0.1837 loss_giou_3: 0.3362 loss_ce_4: 0.2828 loss_bbox_4: 0.1819 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:31] d2.utils.events INFO: eta: 14:37:19 iter: 261939 total_loss: 5.618 loss_ce: 0.2532 loss_bbox: 0.167 loss_giou: 0.3203 loss_ce_0: 0.4743 loss_bbox_0: 0.2948 loss_giou_0: 0.5127 loss_ce_1: 0.3732 loss_bbox_1: 0.2039 loss_giou_1: 0.3737 loss_ce_2: 0.2911 loss_bbox_2: 0.1852 loss_giou_2: 0.3388 loss_ce_3: 0.2651 loss_bbox_3: 0.1762 loss_giou_3: 0.3351 loss_ce_4: 0.2502 loss_bbox_4: 0.1706 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:37] d2.utils.events INFO: eta: 14:37:14 iter: 261959 total_loss: 5.68 loss_ce: 0.2789 loss_bbox: 0.174 loss_giou: 0.3332 loss_ce_0: 0.4936 loss_bbox_0: 0.315 loss_giou_0: 0.5013 loss_ce_1: 0.378 loss_bbox_1: 0.2112 loss_giou_1: 0.3855 loss_ce_2: 0.3111 loss_bbox_2: 0.1908 loss_giou_2: 0.3608 loss_ce_3: 0.3012 loss_bbox_3: 0.1831 loss_giou_3: 0.3544 loss_ce_4: 0.2828 loss_bbox_4: 0.1757 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:43] d2.utils.events INFO: eta: 14:37:08 iter: 261979 total_loss: 5.716 loss_ce: 0.2745 loss_bbox: 0.1842 loss_giou: 0.3357 loss_ce_0: 0.4984 loss_bbox_0: 0.3095 loss_giou_0: 0.5121 loss_ce_1: 0.4002 loss_bbox_1: 0.2189 loss_giou_1: 0.381 loss_ce_2: 0.3338 loss_bbox_2: 0.2009 loss_giou_2: 0.3472 loss_ce_3: 0.2999 loss_bbox_3: 0.1964 loss_giou_3: 0.3405 loss_ce_4: 0.2783 loss_bbox_4: 0.1887 loss_giou_4: 0.3408 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:48] d2.utils.events INFO: eta: 14:37:13 iter: 261999 total_loss: 5.467 loss_ce: 0.2785 loss_bbox: 0.1796 loss_giou: 0.3287 loss_ce_0: 0.4848 loss_bbox_0: 0.3034 loss_giou_0: 0.5072 loss_ce_1: 0.3746 loss_bbox_1: 0.2088 loss_giou_1: 0.3695 loss_ce_2: 0.3158 loss_bbox_2: 0.1937 loss_giou_2: 0.3464 loss_ce_3: 0.2807 loss_bbox_3: 0.1825 loss_giou_3: 0.3352 loss_ce_4: 0.2744 loss_bbox_4: 0.1802 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:54] d2.utils.events INFO: eta: 14:37:36 iter: 262019 total_loss: 5.437 loss_ce: 0.2658 loss_bbox: 0.1779 loss_giou: 0.3256 loss_ce_0: 0.4715 loss_bbox_0: 0.3052 loss_giou_0: 0.5019 loss_ce_1: 0.3783 loss_bbox_1: 0.2081 loss_giou_1: 0.3785 loss_ce_2: 0.3032 loss_bbox_2: 0.1947 loss_giou_2: 0.3455 loss_ce_3: 0.2763 loss_bbox_3: 0.1842 loss_giou_3: 0.3315 loss_ce_4: 0.2662 loss_bbox_4: 0.1787 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:34:59] d2.utils.events INFO: eta: 14:37:31 iter: 262039 total_loss: 5.327 loss_ce: 0.2803 loss_bbox: 0.1566 loss_giou: 0.3141 loss_ce_0: 0.5034 loss_bbox_0: 0.3031 loss_giou_0: 0.4946 loss_ce_1: 0.3749 loss_bbox_1: 0.19 loss_giou_1: 0.3647 loss_ce_2: 0.3066 loss_bbox_2: 0.1727 loss_giou_2: 0.3382 loss_ce_3: 0.2851 loss_bbox_3: 0.1652 loss_giou_3: 0.3266 loss_ce_4: 0.2856 loss_bbox_4: 0.161 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:05] d2.utils.events INFO: eta: 14:37:26 iter: 262059 total_loss: 5.318 loss_ce: 0.2594 loss_bbox: 0.1619 loss_giou: 0.32 loss_ce_0: 0.4863 loss_bbox_0: 0.2941 loss_giou_0: 0.5 loss_ce_1: 0.3642 loss_bbox_1: 0.2045 loss_giou_1: 0.3735 loss_ce_2: 0.2973 loss_bbox_2: 0.1818 loss_giou_2: 0.3403 loss_ce_3: 0.2599 loss_bbox_3: 0.1692 loss_giou_3: 0.3303 loss_ce_4: 0.2644 loss_bbox_4: 0.1624 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:11] d2.utils.events INFO: eta: 14:37:38 iter: 262079 total_loss: 5.432 loss_ce: 0.2744 loss_bbox: 0.1841 loss_giou: 0.3075 loss_ce_0: 0.4789 loss_bbox_0: 0.311 loss_giou_0: 0.4937 loss_ce_1: 0.3729 loss_bbox_1: 0.219 loss_giou_1: 0.3582 loss_ce_2: 0.3214 loss_bbox_2: 0.2054 loss_giou_2: 0.3263 loss_ce_3: 0.2737 loss_bbox_3: 0.193 loss_giou_3: 0.3134 loss_ce_4: 0.2728 loss_bbox_4: 0.1898 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:16] d2.utils.events INFO: eta: 14:37:38 iter: 262099 total_loss: 5.421 loss_ce: 0.268 loss_bbox: 0.1779 loss_giou: 0.3383 loss_ce_0: 0.5002 loss_bbox_0: 0.303 loss_giou_0: 0.5008 loss_ce_1: 0.3914 loss_bbox_1: 0.2063 loss_giou_1: 0.3718 loss_ce_2: 0.3126 loss_bbox_2: 0.1919 loss_giou_2: 0.3478 loss_ce_3: 0.2861 loss_bbox_3: 0.1863 loss_giou_3: 0.3437 loss_ce_4: 0.2721 loss_bbox_4: 0.1825 loss_giou_4: 0.3387 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:22] d2.utils.events INFO: eta: 14:37:27 iter: 262119 total_loss: 5.596 loss_ce: 0.2701 loss_bbox: 0.1946 loss_giou: 0.3268 loss_ce_0: 0.4808 loss_bbox_0: 0.3046 loss_giou_0: 0.4792 loss_ce_1: 0.3831 loss_bbox_1: 0.2166 loss_giou_1: 0.3649 loss_ce_2: 0.3116 loss_bbox_2: 0.2056 loss_giou_2: 0.3356 loss_ce_3: 0.2957 loss_bbox_3: 0.1994 loss_giou_3: 0.3326 loss_ce_4: 0.2835 loss_bbox_4: 0.1991 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:28] d2.utils.events INFO: eta: 14:37:22 iter: 262139 total_loss: 5.141 loss_ce: 0.253 loss_bbox: 0.1685 loss_giou: 0.3258 loss_ce_0: 0.4725 loss_bbox_0: 0.2955 loss_giou_0: 0.5072 loss_ce_1: 0.3727 loss_bbox_1: 0.1965 loss_giou_1: 0.3675 loss_ce_2: 0.3121 loss_bbox_2: 0.1785 loss_giou_2: 0.3393 loss_ce_3: 0.2676 loss_bbox_3: 0.1708 loss_giou_3: 0.3296 loss_ce_4: 0.2536 loss_bbox_4: 0.1676 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:33] d2.utils.events INFO: eta: 14:37:00 iter: 262159 total_loss: 5.36 loss_ce: 0.2518 loss_bbox: 0.1763 loss_giou: 0.3243 loss_ce_0: 0.4602 loss_bbox_0: 0.3012 loss_giou_0: 0.4967 loss_ce_1: 0.3552 loss_bbox_1: 0.2044 loss_giou_1: 0.366 loss_ce_2: 0.3005 loss_bbox_2: 0.1872 loss_giou_2: 0.3411 loss_ce_3: 0.2685 loss_bbox_3: 0.1816 loss_giou_3: 0.3337 loss_ce_4: 0.2586 loss_bbox_4: 0.1791 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:39] d2.utils.events INFO: eta: 14:36:55 iter: 262179 total_loss: 5.769 loss_ce: 0.293 loss_bbox: 0.1901 loss_giou: 0.3218 loss_ce_0: 0.494 loss_bbox_0: 0.3199 loss_giou_0: 0.4995 loss_ce_1: 0.401 loss_bbox_1: 0.2238 loss_giou_1: 0.3754 loss_ce_2: 0.3306 loss_bbox_2: 0.2056 loss_giou_2: 0.3472 loss_ce_3: 0.3123 loss_bbox_3: 0.2 loss_giou_3: 0.3345 loss_ce_4: 0.2964 loss_bbox_4: 0.1935 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:45] d2.utils.events INFO: eta: 14:36:49 iter: 262199 total_loss: 5.671 loss_ce: 0.2785 loss_bbox: 0.1931 loss_giou: 0.3392 loss_ce_0: 0.5075 loss_bbox_0: 0.3239 loss_giou_0: 0.5167 loss_ce_1: 0.3903 loss_bbox_1: 0.2263 loss_giou_1: 0.3918 loss_ce_2: 0.3198 loss_bbox_2: 0.2043 loss_giou_2: 0.3478 loss_ce_3: 0.2918 loss_bbox_3: 0.2029 loss_giou_3: 0.3436 loss_ce_4: 0.282 loss_bbox_4: 0.199 loss_giou_4: 0.3443 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:50] d2.utils.events INFO: eta: 14:36:51 iter: 262219 total_loss: 5.664 loss_ce: 0.2826 loss_bbox: 0.1775 loss_giou: 0.3371 loss_ce_0: 0.495 loss_bbox_0: 0.3198 loss_giou_0: 0.5284 loss_ce_1: 0.3784 loss_bbox_1: 0.2198 loss_giou_1: 0.3897 loss_ce_2: 0.3199 loss_bbox_2: 0.193 loss_giou_2: 0.3607 loss_ce_3: 0.291 loss_bbox_3: 0.18 loss_giou_3: 0.3471 loss_ce_4: 0.2824 loss_bbox_4: 0.1785 loss_giou_4: 0.3402 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 10:35:56] d2.utils.events INFO: eta: 14:36:50 iter: 262239 total_loss: 5.79 loss_ce: 0.2763 loss_bbox: 0.1803 loss_giou: 0.3535 loss_ce_0: 0.4872 loss_bbox_0: 0.3143 loss_giou_0: 0.5294 loss_ce_1: 0.3888 loss_bbox_1: 0.2224 loss_giou_1: 0.4108 loss_ce_2: 0.3245 loss_bbox_2: 0.1927 loss_giou_2: 0.376 loss_ce_3: 0.2933 loss_bbox_3: 0.1906 loss_giou_3: 0.3626 loss_ce_4: 0.2823 loss_bbox_4: 0.184 loss_giou_4: 0.3564 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:02] d2.utils.events INFO: eta: 14:36:36 iter: 262259 total_loss: 5.402 loss_ce: 0.2699 loss_bbox: 0.1808 loss_giou: 0.3323 loss_ce_0: 0.4853 loss_bbox_0: 0.3085 loss_giou_0: 0.4982 loss_ce_1: 0.362 loss_bbox_1: 0.2133 loss_giou_1: 0.3754 loss_ce_2: 0.3105 loss_bbox_2: 0.1945 loss_giou_2: 0.3467 loss_ce_3: 0.2902 loss_bbox_3: 0.1881 loss_giou_3: 0.3419 loss_ce_4: 0.2733 loss_bbox_4: 0.1823 loss_giou_4: 0.334 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:07] d2.utils.events INFO: eta: 14:36:27 iter: 262279 total_loss: 5.684 loss_ce: 0.2743 loss_bbox: 0.1765 loss_giou: 0.3304 loss_ce_0: 0.4983 loss_bbox_0: 0.3026 loss_giou_0: 0.5252 loss_ce_1: 0.3787 loss_bbox_1: 0.2111 loss_giou_1: 0.3766 loss_ce_2: 0.3181 loss_bbox_2: 0.1876 loss_giou_2: 0.3462 loss_ce_3: 0.2934 loss_bbox_3: 0.1797 loss_giou_3: 0.3394 loss_ce_4: 0.2796 loss_bbox_4: 0.18 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:13] d2.utils.events INFO: eta: 14:36:19 iter: 262299 total_loss: 5.263 loss_ce: 0.2592 loss_bbox: 0.1664 loss_giou: 0.3085 loss_ce_0: 0.4888 loss_bbox_0: 0.2925 loss_giou_0: 0.4954 loss_ce_1: 0.37 loss_bbox_1: 0.2006 loss_giou_1: 0.3613 loss_ce_2: 0.3067 loss_bbox_2: 0.1853 loss_giou_2: 0.3261 loss_ce_3: 0.2752 loss_bbox_3: 0.1769 loss_giou_3: 0.3218 loss_ce_4: 0.2643 loss_bbox_4: 0.1698 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:19] d2.utils.events INFO: eta: 14:36:15 iter: 262319 total_loss: 5.793 loss_ce: 0.2843 loss_bbox: 0.1768 loss_giou: 0.3342 loss_ce_0: 0.4804 loss_bbox_0: 0.3074 loss_giou_0: 0.5037 loss_ce_1: 0.401 loss_bbox_1: 0.2064 loss_giou_1: 0.3701 loss_ce_2: 0.3405 loss_bbox_2: 0.1901 loss_giou_2: 0.3516 loss_ce_3: 0.3085 loss_bbox_3: 0.1839 loss_giou_3: 0.3458 loss_ce_4: 0.2905 loss_bbox_4: 0.1794 loss_giou_4: 0.3372 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:24] d2.utils.events INFO: eta: 14:35:41 iter: 262339 total_loss: 5.334 loss_ce: 0.2615 loss_bbox: 0.1683 loss_giou: 0.3241 loss_ce_0: 0.475 loss_bbox_0: 0.2979 loss_giou_0: 0.5036 loss_ce_1: 0.3721 loss_bbox_1: 0.203 loss_giou_1: 0.3715 loss_ce_2: 0.3105 loss_bbox_2: 0.1822 loss_giou_2: 0.3415 loss_ce_3: 0.2735 loss_bbox_3: 0.1762 loss_giou_3: 0.3326 loss_ce_4: 0.2664 loss_bbox_4: 0.1724 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:30] d2.utils.events INFO: eta: 14:35:42 iter: 262359 total_loss: 5.698 loss_ce: 0.2916 loss_bbox: 0.1826 loss_giou: 0.3389 loss_ce_0: 0.5 loss_bbox_0: 0.3189 loss_giou_0: 0.5124 loss_ce_1: 0.3962 loss_bbox_1: 0.2178 loss_giou_1: 0.3908 loss_ce_2: 0.333 loss_bbox_2: 0.2002 loss_giou_2: 0.3594 loss_ce_3: 0.2995 loss_bbox_3: 0.1908 loss_giou_3: 0.3457 loss_ce_4: 0.294 loss_bbox_4: 0.1841 loss_giou_4: 0.3402 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:36] d2.utils.events INFO: eta: 14:35:45 iter: 262379 total_loss: 5.757 loss_ce: 0.2661 loss_bbox: 0.1756 loss_giou: 0.335 loss_ce_0: 0.4735 loss_bbox_0: 0.3103 loss_giou_0: 0.5045 loss_ce_1: 0.38 loss_bbox_1: 0.2107 loss_giou_1: 0.3808 loss_ce_2: 0.3081 loss_bbox_2: 0.1939 loss_giou_2: 0.3527 loss_ce_3: 0.2793 loss_bbox_3: 0.1858 loss_giou_3: 0.345 loss_ce_4: 0.2641 loss_bbox_4: 0.1786 loss_giou_4: 0.341 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:41] d2.utils.events INFO: eta: 14:35:27 iter: 262399 total_loss: 5.328 loss_ce: 0.257 loss_bbox: 0.1754 loss_giou: 0.3151 loss_ce_0: 0.4698 loss_bbox_0: 0.2934 loss_giou_0: 0.5091 loss_ce_1: 0.3639 loss_bbox_1: 0.2072 loss_giou_1: 0.3603 loss_ce_2: 0.2989 loss_bbox_2: 0.1859 loss_giou_2: 0.3262 loss_ce_3: 0.2741 loss_bbox_3: 0.1825 loss_giou_3: 0.3171 loss_ce_4: 0.2639 loss_bbox_4: 0.178 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:47] d2.utils.events INFO: eta: 14:35:25 iter: 262419 total_loss: 5.504 loss_ce: 0.2768 loss_bbox: 0.1692 loss_giou: 0.326 loss_ce_0: 0.4872 loss_bbox_0: 0.3097 loss_giou_0: 0.5037 loss_ce_1: 0.3866 loss_bbox_1: 0.2082 loss_giou_1: 0.3631 loss_ce_2: 0.3097 loss_bbox_2: 0.188 loss_giou_2: 0.3428 loss_ce_3: 0.2867 loss_bbox_3: 0.1711 loss_giou_3: 0.331 loss_ce_4: 0.2769 loss_bbox_4: 0.1688 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:53] d2.utils.events INFO: eta: 14:35:16 iter: 262439 total_loss: 5.144 loss_ce: 0.2584 loss_bbox: 0.1768 loss_giou: 0.3076 loss_ce_0: 0.4908 loss_bbox_0: 0.3056 loss_giou_0: 0.4905 loss_ce_1: 0.3622 loss_bbox_1: 0.2087 loss_giou_1: 0.3443 loss_ce_2: 0.3031 loss_bbox_2: 0.1932 loss_giou_2: 0.3204 loss_ce_3: 0.2767 loss_bbox_3: 0.1878 loss_giou_3: 0.3121 loss_ce_4: 0.2536 loss_bbox_4: 0.1776 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 10:36:58] d2.utils.events INFO: eta: 14:35:07 iter: 262459 total_loss: 5.248 loss_ce: 0.2471 loss_bbox: 0.161 loss_giou: 0.3015 loss_ce_0: 0.4789 loss_bbox_0: 0.2939 loss_giou_0: 0.471 loss_ce_1: 0.3701 loss_bbox_1: 0.2006 loss_giou_1: 0.353 loss_ce_2: 0.2894 loss_bbox_2: 0.1784 loss_giou_2: 0.3207 loss_ce_3: 0.2648 loss_bbox_3: 0.1689 loss_giou_3: 0.3119 loss_ce_4: 0.2466 loss_bbox_4: 0.1647 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:04] d2.utils.events INFO: eta: 14:34:56 iter: 262479 total_loss: 5.395 loss_ce: 0.2697 loss_bbox: 0.1712 loss_giou: 0.324 loss_ce_0: 0.4825 loss_bbox_0: 0.2854 loss_giou_0: 0.5136 loss_ce_1: 0.3666 loss_bbox_1: 0.2088 loss_giou_1: 0.3871 loss_ce_2: 0.3179 loss_bbox_2: 0.1888 loss_giou_2: 0.3465 loss_ce_3: 0.2908 loss_bbox_3: 0.1813 loss_giou_3: 0.3372 loss_ce_4: 0.2714 loss_bbox_4: 0.1767 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:10] d2.utils.events INFO: eta: 14:35:09 iter: 262499 total_loss: 5.45 loss_ce: 0.2767 loss_bbox: 0.1715 loss_giou: 0.3199 loss_ce_0: 0.4719 loss_bbox_0: 0.3036 loss_giou_0: 0.4926 loss_ce_1: 0.3715 loss_bbox_1: 0.2072 loss_giou_1: 0.3718 loss_ce_2: 0.3208 loss_bbox_2: 0.1846 loss_giou_2: 0.3332 loss_ce_3: 0.2913 loss_bbox_3: 0.1773 loss_giou_3: 0.3247 loss_ce_4: 0.2818 loss_bbox_4: 0.1745 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:15] d2.utils.events INFO: eta: 14:34:45 iter: 262519 total_loss: 5.274 loss_ce: 0.2573 loss_bbox: 0.1833 loss_giou: 0.3134 loss_ce_0: 0.5091 loss_bbox_0: 0.3108 loss_giou_0: 0.4861 loss_ce_1: 0.3753 loss_bbox_1: 0.2187 loss_giou_1: 0.3536 loss_ce_2: 0.3037 loss_bbox_2: 0.1972 loss_giou_2: 0.3349 loss_ce_3: 0.2718 loss_bbox_3: 0.1922 loss_giou_3: 0.323 loss_ce_4: 0.2622 loss_bbox_4: 0.1893 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:21] d2.utils.events INFO: eta: 14:34:45 iter: 262539 total_loss: 5.726 loss_ce: 0.29 loss_bbox: 0.1829 loss_giou: 0.3279 loss_ce_0: 0.5132 loss_bbox_0: 0.3066 loss_giou_0: 0.5185 loss_ce_1: 0.3921 loss_bbox_1: 0.2105 loss_giou_1: 0.3839 loss_ce_2: 0.3343 loss_bbox_2: 0.1931 loss_giou_2: 0.3512 loss_ce_3: 0.305 loss_bbox_3: 0.1889 loss_giou_3: 0.3395 loss_ce_4: 0.2911 loss_bbox_4: 0.1878 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:27] d2.utils.events INFO: eta: 14:34:43 iter: 262559 total_loss: 5.338 loss_ce: 0.2495 loss_bbox: 0.168 loss_giou: 0.3063 loss_ce_0: 0.4997 loss_bbox_0: 0.3012 loss_giou_0: 0.5009 loss_ce_1: 0.3694 loss_bbox_1: 0.2098 loss_giou_1: 0.3581 loss_ce_2: 0.287 loss_bbox_2: 0.1836 loss_giou_2: 0.3314 loss_ce_3: 0.266 loss_bbox_3: 0.1735 loss_giou_3: 0.3162 loss_ce_4: 0.249 loss_bbox_4: 0.1696 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:32] d2.utils.events INFO: eta: 14:34:56 iter: 262579 total_loss: 5.66 loss_ce: 0.2635 loss_bbox: 0.1968 loss_giou: 0.3431 loss_ce_0: 0.4752 loss_bbox_0: 0.3104 loss_giou_0: 0.5071 loss_ce_1: 0.3713 loss_bbox_1: 0.2269 loss_giou_1: 0.3877 loss_ce_2: 0.3115 loss_bbox_2: 0.2136 loss_giou_2: 0.3535 loss_ce_3: 0.2879 loss_bbox_3: 0.1986 loss_giou_3: 0.3472 loss_ce_4: 0.2705 loss_bbox_4: 0.1991 loss_giou_4: 0.3474 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:38] d2.utils.events INFO: eta: 14:34:46 iter: 262599 total_loss: 5.599 loss_ce: 0.2849 loss_bbox: 0.1984 loss_giou: 0.3114 loss_ce_0: 0.4962 loss_bbox_0: 0.3221 loss_giou_0: 0.4756 loss_ce_1: 0.3982 loss_bbox_1: 0.2287 loss_giou_1: 0.351 loss_ce_2: 0.3212 loss_bbox_2: 0.2079 loss_giou_2: 0.3247 loss_ce_3: 0.3002 loss_bbox_3: 0.1988 loss_giou_3: 0.3136 loss_ce_4: 0.2835 loss_bbox_4: 0.1988 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:44] d2.utils.events INFO: eta: 14:34:53 iter: 262619 total_loss: 5.452 loss_ce: 0.2823 loss_bbox: 0.1759 loss_giou: 0.3077 loss_ce_0: 0.4889 loss_bbox_0: 0.2941 loss_giou_0: 0.4797 loss_ce_1: 0.3768 loss_bbox_1: 0.206 loss_giou_1: 0.3555 loss_ce_2: 0.3298 loss_bbox_2: 0.1895 loss_giou_2: 0.3193 loss_ce_3: 0.2939 loss_bbox_3: 0.1795 loss_giou_3: 0.3123 loss_ce_4: 0.2812 loss_bbox_4: 0.1786 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:49] d2.utils.events INFO: eta: 14:34:47 iter: 262639 total_loss: 5.797 loss_ce: 0.2984 loss_bbox: 0.1922 loss_giou: 0.3295 loss_ce_0: 0.5041 loss_bbox_0: 0.3038 loss_giou_0: 0.5183 loss_ce_1: 0.3924 loss_bbox_1: 0.2194 loss_giou_1: 0.3869 loss_ce_2: 0.3328 loss_bbox_2: 0.1998 loss_giou_2: 0.3497 loss_ce_3: 0.3064 loss_bbox_3: 0.1936 loss_giou_3: 0.3342 loss_ce_4: 0.2974 loss_bbox_4: 0.1949 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:37:55] d2.utils.events INFO: eta: 14:34:41 iter: 262659 total_loss: 5.438 loss_ce: 0.2691 loss_bbox: 0.1702 loss_giou: 0.325 loss_ce_0: 0.4689 loss_bbox_0: 0.3111 loss_giou_0: 0.493 loss_ce_1: 0.376 loss_bbox_1: 0.2018 loss_giou_1: 0.3673 loss_ce_2: 0.3122 loss_bbox_2: 0.1833 loss_giou_2: 0.3514 loss_ce_3: 0.299 loss_bbox_3: 0.1781 loss_giou_3: 0.3367 loss_ce_4: 0.2822 loss_bbox_4: 0.1717 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:01] d2.utils.events INFO: eta: 14:34:36 iter: 262679 total_loss: 5.597 loss_ce: 0.2899 loss_bbox: 0.1721 loss_giou: 0.3341 loss_ce_0: 0.4852 loss_bbox_0: 0.3126 loss_giou_0: 0.5218 loss_ce_1: 0.3819 loss_bbox_1: 0.2023 loss_giou_1: 0.3916 loss_ce_2: 0.3247 loss_bbox_2: 0.1835 loss_giou_2: 0.3572 loss_ce_3: 0.2944 loss_bbox_3: 0.1808 loss_giou_3: 0.3455 loss_ce_4: 0.2888 loss_bbox_4: 0.1753 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:06] d2.utils.events INFO: eta: 14:34:25 iter: 262699 total_loss: 5.672 loss_ce: 0.2774 loss_bbox: 0.1662 loss_giou: 0.3439 loss_ce_0: 0.4739 loss_bbox_0: 0.3017 loss_giou_0: 0.5164 loss_ce_1: 0.358 loss_bbox_1: 0.2052 loss_giou_1: 0.3979 loss_ce_2: 0.306 loss_bbox_2: 0.1824 loss_giou_2: 0.3623 loss_ce_3: 0.2823 loss_bbox_3: 0.1744 loss_giou_3: 0.3612 loss_ce_4: 0.2784 loss_bbox_4: 0.1721 loss_giou_4: 0.3526 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:12] d2.utils.events INFO: eta: 14:34:13 iter: 262719 total_loss: 5.542 loss_ce: 0.2758 loss_bbox: 0.1867 loss_giou: 0.3301 loss_ce_0: 0.4844 loss_bbox_0: 0.3137 loss_giou_0: 0.5234 loss_ce_1: 0.3728 loss_bbox_1: 0.22 loss_giou_1: 0.3911 loss_ce_2: 0.3024 loss_bbox_2: 0.1986 loss_giou_2: 0.3542 loss_ce_3: 0.2767 loss_bbox_3: 0.1886 loss_giou_3: 0.3359 loss_ce_4: 0.2729 loss_bbox_4: 0.1862 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:18] d2.utils.events INFO: eta: 14:34:18 iter: 262739 total_loss: 5.613 loss_ce: 0.2829 loss_bbox: 0.177 loss_giou: 0.3443 loss_ce_0: 0.4631 loss_bbox_0: 0.3074 loss_giou_0: 0.5078 loss_ce_1: 0.3745 loss_bbox_1: 0.2098 loss_giou_1: 0.3935 loss_ce_2: 0.3113 loss_bbox_2: 0.1889 loss_giou_2: 0.3596 loss_ce_3: 0.2866 loss_bbox_3: 0.1829 loss_giou_3: 0.349 loss_ce_4: 0.2762 loss_bbox_4: 0.1797 loss_giou_4: 0.347 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:23] d2.utils.events INFO: eta: 14:34:01 iter: 262759 total_loss: 5.704 loss_ce: 0.2778 loss_bbox: 0.1885 loss_giou: 0.3254 loss_ce_0: 0.4929 loss_bbox_0: 0.3191 loss_giou_0: 0.4958 loss_ce_1: 0.392 loss_bbox_1: 0.2271 loss_giou_1: 0.3823 loss_ce_2: 0.3272 loss_bbox_2: 0.2049 loss_giou_2: 0.3478 loss_ce_3: 0.2871 loss_bbox_3: 0.191 loss_giou_3: 0.3339 loss_ce_4: 0.2805 loss_bbox_4: 0.1985 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:29] d2.utils.events INFO: eta: 14:33:40 iter: 262779 total_loss: 5.5 loss_ce: 0.2727 loss_bbox: 0.1827 loss_giou: 0.3205 loss_ce_0: 0.4692 loss_bbox_0: 0.3094 loss_giou_0: 0.5013 loss_ce_1: 0.3702 loss_bbox_1: 0.2242 loss_giou_1: 0.3678 loss_ce_2: 0.3142 loss_bbox_2: 0.201 loss_giou_2: 0.3416 loss_ce_3: 0.2878 loss_bbox_3: 0.1928 loss_giou_3: 0.3198 loss_ce_4: 0.2777 loss_bbox_4: 0.1882 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:35] d2.utils.events INFO: eta: 14:33:50 iter: 262799 total_loss: 5.664 loss_ce: 0.2931 loss_bbox: 0.1719 loss_giou: 0.3382 loss_ce_0: 0.4938 loss_bbox_0: 0.3018 loss_giou_0: 0.5145 loss_ce_1: 0.3905 loss_bbox_1: 0.2037 loss_giou_1: 0.3858 loss_ce_2: 0.3359 loss_bbox_2: 0.1839 loss_giou_2: 0.346 loss_ce_3: 0.3093 loss_bbox_3: 0.173 loss_giou_3: 0.3397 loss_ce_4: 0.2909 loss_bbox_4: 0.1713 loss_giou_4: 0.3372 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:40] d2.utils.events INFO: eta: 14:33:33 iter: 262819 total_loss: 5.739 loss_ce: 0.2812 loss_bbox: 0.1857 loss_giou: 0.3315 loss_ce_0: 0.503 loss_bbox_0: 0.3171 loss_giou_0: 0.5024 loss_ce_1: 0.3858 loss_bbox_1: 0.2177 loss_giou_1: 0.3825 loss_ce_2: 0.329 loss_bbox_2: 0.1992 loss_giou_2: 0.3496 loss_ce_3: 0.2961 loss_bbox_3: 0.1926 loss_giou_3: 0.3412 loss_ce_4: 0.2813 loss_bbox_4: 0.1895 loss_giou_4: 0.3345 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:46] d2.utils.events INFO: eta: 14:33:51 iter: 262839 total_loss: 5.502 loss_ce: 0.2741 loss_bbox: 0.1747 loss_giou: 0.3204 loss_ce_0: 0.4846 loss_bbox_0: 0.2949 loss_giou_0: 0.4966 loss_ce_1: 0.3749 loss_bbox_1: 0.2049 loss_giou_1: 0.3678 loss_ce_2: 0.3243 loss_bbox_2: 0.1865 loss_giou_2: 0.3418 loss_ce_3: 0.2909 loss_bbox_3: 0.1803 loss_giou_3: 0.3321 loss_ce_4: 0.2741 loss_bbox_4: 0.177 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:52] d2.utils.events INFO: eta: 14:33:46 iter: 262859 total_loss: 5.391 loss_ce: 0.2548 loss_bbox: 0.1633 loss_giou: 0.334 loss_ce_0: 0.476 loss_bbox_0: 0.2969 loss_giou_0: 0.513 loss_ce_1: 0.3536 loss_bbox_1: 0.2073 loss_giou_1: 0.3815 loss_ce_2: 0.3045 loss_bbox_2: 0.1826 loss_giou_2: 0.3546 loss_ce_3: 0.2719 loss_bbox_3: 0.1694 loss_giou_3: 0.3437 loss_ce_4: 0.2592 loss_bbox_4: 0.1625 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 10:38:57] d2.utils.events INFO: eta: 14:33:38 iter: 262879 total_loss: 5.254 loss_ce: 0.2742 loss_bbox: 0.1672 loss_giou: 0.3215 loss_ce_0: 0.4549 loss_bbox_0: 0.2864 loss_giou_0: 0.4925 loss_ce_1: 0.3535 loss_bbox_1: 0.1968 loss_giou_1: 0.3655 loss_ce_2: 0.3057 loss_bbox_2: 0.1788 loss_giou_2: 0.3428 loss_ce_3: 0.2818 loss_bbox_3: 0.1676 loss_giou_3: 0.3358 loss_ce_4: 0.2635 loss_bbox_4: 0.1665 loss_giou_4: 0.33 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:03] d2.utils.events INFO: eta: 14:33:34 iter: 262899 total_loss: 5.432 loss_ce: 0.2663 loss_bbox: 0.1712 loss_giou: 0.3243 loss_ce_0: 0.4685 loss_bbox_0: 0.2798 loss_giou_0: 0.515 loss_ce_1: 0.3678 loss_bbox_1: 0.1991 loss_giou_1: 0.3681 loss_ce_2: 0.3109 loss_bbox_2: 0.1764 loss_giou_2: 0.3408 loss_ce_3: 0.28 loss_bbox_3: 0.1695 loss_giou_3: 0.3312 loss_ce_4: 0.2748 loss_bbox_4: 0.17 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:09] d2.utils.events INFO: eta: 14:33:29 iter: 262919 total_loss: 5.251 loss_ce: 0.2642 loss_bbox: 0.1713 loss_giou: 0.3161 loss_ce_0: 0.4829 loss_bbox_0: 0.293 loss_giou_0: 0.4812 loss_ce_1: 0.3697 loss_bbox_1: 0.2014 loss_giou_1: 0.35 loss_ce_2: 0.3044 loss_bbox_2: 0.1837 loss_giou_2: 0.3353 loss_ce_3: 0.2748 loss_bbox_3: 0.1751 loss_giou_3: 0.3257 loss_ce_4: 0.2646 loss_bbox_4: 0.1741 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:14] d2.utils.events INFO: eta: 14:33:25 iter: 262939 total_loss: 5.596 loss_ce: 0.2808 loss_bbox: 0.19 loss_giou: 0.3303 loss_ce_0: 0.4711 loss_bbox_0: 0.3157 loss_giou_0: 0.5053 loss_ce_1: 0.3866 loss_bbox_1: 0.2193 loss_giou_1: 0.3712 loss_ce_2: 0.3314 loss_bbox_2: 0.2007 loss_giou_2: 0.3433 loss_ce_3: 0.29 loss_bbox_3: 0.1937 loss_giou_3: 0.336 loss_ce_4: 0.2828 loss_bbox_4: 0.1904 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:20] d2.utils.events INFO: eta: 14:33:19 iter: 262959 total_loss: 5.378 loss_ce: 0.2621 loss_bbox: 0.1656 loss_giou: 0.3216 loss_ce_0: 0.4866 loss_bbox_0: 0.2991 loss_giou_0: 0.5124 loss_ce_1: 0.3518 loss_bbox_1: 0.1983 loss_giou_1: 0.3587 loss_ce_2: 0.3077 loss_bbox_2: 0.1841 loss_giou_2: 0.3331 loss_ce_3: 0.2831 loss_bbox_3: 0.1758 loss_giou_3: 0.326 loss_ce_4: 0.2601 loss_bbox_4: 0.1664 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:26] d2.utils.events INFO: eta: 14:33:16 iter: 262979 total_loss: 5.541 loss_ce: 0.2786 loss_bbox: 0.182 loss_giou: 0.3397 loss_ce_0: 0.4922 loss_bbox_0: 0.3019 loss_giou_0: 0.5103 loss_ce_1: 0.3858 loss_bbox_1: 0.207 loss_giou_1: 0.3781 loss_ce_2: 0.3189 loss_bbox_2: 0.1928 loss_giou_2: 0.3513 loss_ce_3: 0.2846 loss_bbox_3: 0.1852 loss_giou_3: 0.3431 loss_ce_4: 0.2732 loss_bbox_4: 0.1865 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:31] d2.utils.events INFO: eta: 14:33:06 iter: 262999 total_loss: 5.545 loss_ce: 0.2584 loss_bbox: 0.1755 loss_giou: 0.3477 loss_ce_0: 0.4917 loss_bbox_0: 0.2942 loss_giou_0: 0.5386 loss_ce_1: 0.3642 loss_bbox_1: 0.2006 loss_giou_1: 0.4047 loss_ce_2: 0.3071 loss_bbox_2: 0.1825 loss_giou_2: 0.3762 loss_ce_3: 0.2796 loss_bbox_3: 0.1784 loss_giou_3: 0.3594 loss_ce_4: 0.2669 loss_bbox_4: 0.1766 loss_giou_4: 0.3565 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:37] d2.utils.events INFO: eta: 14:33:02 iter: 263019 total_loss: 5.389 loss_ce: 0.2747 loss_bbox: 0.1784 loss_giou: 0.3366 loss_ce_0: 0.4977 loss_bbox_0: 0.3115 loss_giou_0: 0.5104 loss_ce_1: 0.3724 loss_bbox_1: 0.2173 loss_giou_1: 0.3821 loss_ce_2: 0.3082 loss_bbox_2: 0.201 loss_giou_2: 0.3496 loss_ce_3: 0.2894 loss_bbox_3: 0.1899 loss_giou_3: 0.3431 loss_ce_4: 0.2759 loss_bbox_4: 0.1807 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:42] d2.utils.events INFO: eta: 14:32:55 iter: 263039 total_loss: 5.451 loss_ce: 0.2501 loss_bbox: 0.1793 loss_giou: 0.3377 loss_ce_0: 0.4942 loss_bbox_0: 0.315 loss_giou_0: 0.5271 loss_ce_1: 0.3707 loss_bbox_1: 0.2083 loss_giou_1: 0.3832 loss_ce_2: 0.3035 loss_bbox_2: 0.2019 loss_giou_2: 0.3552 loss_ce_3: 0.2654 loss_bbox_3: 0.1901 loss_giou_3: 0.3493 loss_ce_4: 0.2502 loss_bbox_4: 0.185 loss_giou_4: 0.3428 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:48] d2.utils.events INFO: eta: 14:32:48 iter: 263059 total_loss: 5.591 loss_ce: 0.2665 loss_bbox: 0.1838 loss_giou: 0.3341 loss_ce_0: 0.4662 loss_bbox_0: 0.3113 loss_giou_0: 0.4894 loss_ce_1: 0.3602 loss_bbox_1: 0.2241 loss_giou_1: 0.3801 loss_ce_2: 0.3052 loss_bbox_2: 0.1968 loss_giou_2: 0.3519 loss_ce_3: 0.2764 loss_bbox_3: 0.1927 loss_giou_3: 0.346 loss_ce_4: 0.2684 loss_bbox_4: 0.1877 loss_giou_4: 0.3437 time: 0.2800 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:54] d2.utils.events INFO: eta: 14:32:42 iter: 263079 total_loss: 5.613 loss_ce: 0.2783 loss_bbox: 0.1731 loss_giou: 0.3244 loss_ce_0: 0.4987 loss_bbox_0: 0.3106 loss_giou_0: 0.4926 loss_ce_1: 0.3822 loss_bbox_1: 0.2008 loss_giou_1: 0.3708 loss_ce_2: 0.3215 loss_bbox_2: 0.1852 loss_giou_2: 0.3435 loss_ce_3: 0.2941 loss_bbox_3: 0.1824 loss_giou_3: 0.3339 loss_ce_4: 0.283 loss_bbox_4: 0.1769 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 10:39:59] d2.utils.events INFO: eta: 14:32:18 iter: 263099 total_loss: 5.435 loss_ce: 0.2721 loss_bbox: 0.1649 loss_giou: 0.3212 loss_ce_0: 0.4848 loss_bbox_0: 0.2975 loss_giou_0: 0.5013 loss_ce_1: 0.3723 loss_bbox_1: 0.1961 loss_giou_1: 0.3806 loss_ce_2: 0.3101 loss_bbox_2: 0.1747 loss_giou_2: 0.3469 loss_ce_3: 0.2926 loss_bbox_3: 0.1718 loss_giou_3: 0.3331 loss_ce_4: 0.2832 loss_bbox_4: 0.1678 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:05] d2.utils.events INFO: eta: 14:32:06 iter: 263119 total_loss: 5.322 loss_ce: 0.2694 loss_bbox: 0.1794 loss_giou: 0.3099 loss_ce_0: 0.4801 loss_bbox_0: 0.3063 loss_giou_0: 0.4731 loss_ce_1: 0.3666 loss_bbox_1: 0.2017 loss_giou_1: 0.3584 loss_ce_2: 0.3085 loss_bbox_2: 0.1884 loss_giou_2: 0.3269 loss_ce_3: 0.2824 loss_bbox_3: 0.1832 loss_giou_3: 0.3172 loss_ce_4: 0.2726 loss_bbox_4: 0.1811 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:11] d2.utils.events INFO: eta: 14:31:54 iter: 263139 total_loss: 5.626 loss_ce: 0.2789 loss_bbox: 0.1849 loss_giou: 0.3281 loss_ce_0: 0.4931 loss_bbox_0: 0.3143 loss_giou_0: 0.5042 loss_ce_1: 0.3759 loss_bbox_1: 0.2235 loss_giou_1: 0.369 loss_ce_2: 0.331 loss_bbox_2: 0.1989 loss_giou_2: 0.3469 loss_ce_3: 0.2929 loss_bbox_3: 0.1875 loss_giou_3: 0.3373 loss_ce_4: 0.2791 loss_bbox_4: 0.1866 loss_giou_4: 0.331 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:17] d2.utils.events INFO: eta: 14:32:25 iter: 263159 total_loss: 5.302 loss_ce: 0.2684 loss_bbox: 0.1599 loss_giou: 0.3192 loss_ce_0: 0.4849 loss_bbox_0: 0.2899 loss_giou_0: 0.5218 loss_ce_1: 0.3872 loss_bbox_1: 0.2004 loss_giou_1: 0.3699 loss_ce_2: 0.3138 loss_bbox_2: 0.1789 loss_giou_2: 0.3353 loss_ce_3: 0.2821 loss_bbox_3: 0.1664 loss_giou_3: 0.3316 loss_ce_4: 0.2744 loss_bbox_4: 0.1606 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:22] d2.utils.events INFO: eta: 14:32:19 iter: 263179 total_loss: 5.454 loss_ce: 0.2693 loss_bbox: 0.171 loss_giou: 0.3229 loss_ce_0: 0.5125 loss_bbox_0: 0.2961 loss_giou_0: 0.517 loss_ce_1: 0.385 loss_bbox_1: 0.2125 loss_giou_1: 0.3843 loss_ce_2: 0.3112 loss_bbox_2: 0.1882 loss_giou_2: 0.3502 loss_ce_3: 0.2861 loss_bbox_3: 0.1766 loss_giou_3: 0.3335 loss_ce_4: 0.2698 loss_bbox_4: 0.1734 loss_giou_4: 0.3283 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:28] d2.utils.events INFO: eta: 14:32:15 iter: 263199 total_loss: 5.407 loss_ce: 0.2631 loss_bbox: 0.1748 loss_giou: 0.3231 loss_ce_0: 0.4909 loss_bbox_0: 0.3024 loss_giou_0: 0.4879 loss_ce_1: 0.3675 loss_bbox_1: 0.2108 loss_giou_1: 0.366 loss_ce_2: 0.3069 loss_bbox_2: 0.1914 loss_giou_2: 0.3352 loss_ce_3: 0.2714 loss_bbox_3: 0.1808 loss_giou_3: 0.3199 loss_ce_4: 0.2622 loss_bbox_4: 0.176 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:34] d2.utils.events INFO: eta: 14:32:10 iter: 263219 total_loss: 5.611 loss_ce: 0.2763 loss_bbox: 0.1718 loss_giou: 0.34 loss_ce_0: 0.5 loss_bbox_0: 0.3133 loss_giou_0: 0.5194 loss_ce_1: 0.3858 loss_bbox_1: 0.2151 loss_giou_1: 0.3907 loss_ce_2: 0.3153 loss_bbox_2: 0.1919 loss_giou_2: 0.3674 loss_ce_3: 0.2974 loss_bbox_3: 0.1796 loss_giou_3: 0.3473 loss_ce_4: 0.2854 loss_bbox_4: 0.174 loss_giou_4: 0.34 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:39] d2.utils.events INFO: eta: 14:32:16 iter: 263239 total_loss: 5.597 loss_ce: 0.2705 loss_bbox: 0.1718 loss_giou: 0.3321 loss_ce_0: 0.497 loss_bbox_0: 0.3003 loss_giou_0: 0.5122 loss_ce_1: 0.3806 loss_bbox_1: 0.2073 loss_giou_1: 0.3785 loss_ce_2: 0.3119 loss_bbox_2: 0.1859 loss_giou_2: 0.3583 loss_ce_3: 0.2735 loss_bbox_3: 0.1758 loss_giou_3: 0.3445 loss_ce_4: 0.2655 loss_bbox_4: 0.1745 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:45] d2.utils.events INFO: eta: 14:32:22 iter: 263259 total_loss: 5.371 loss_ce: 0.2633 loss_bbox: 0.1583 loss_giou: 0.3248 loss_ce_0: 0.4845 loss_bbox_0: 0.2919 loss_giou_0: 0.5038 loss_ce_1: 0.387 loss_bbox_1: 0.1934 loss_giou_1: 0.366 loss_ce_2: 0.3125 loss_bbox_2: 0.1789 loss_giou_2: 0.3407 loss_ce_3: 0.2721 loss_bbox_3: 0.1634 loss_giou_3: 0.3306 loss_ce_4: 0.2661 loss_bbox_4: 0.1606 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:51] d2.utils.events INFO: eta: 14:32:30 iter: 263279 total_loss: 5.422 loss_ce: 0.2728 loss_bbox: 0.1656 loss_giou: 0.3182 loss_ce_0: 0.478 loss_bbox_0: 0.3045 loss_giou_0: 0.5166 loss_ce_1: 0.3734 loss_bbox_1: 0.1971 loss_giou_1: 0.3761 loss_ce_2: 0.3109 loss_bbox_2: 0.1838 loss_giou_2: 0.3362 loss_ce_3: 0.2808 loss_bbox_3: 0.1747 loss_giou_3: 0.3252 loss_ce_4: 0.2811 loss_bbox_4: 0.1672 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 10:40:56] d2.utils.events INFO: eta: 14:32:18 iter: 263299 total_loss: 5.184 loss_ce: 0.2432 loss_bbox: 0.1765 loss_giou: 0.3099 loss_ce_0: 0.4778 loss_bbox_0: 0.2985 loss_giou_0: 0.4778 loss_ce_1: 0.3693 loss_bbox_1: 0.2066 loss_giou_1: 0.3557 loss_ce_2: 0.2951 loss_bbox_2: 0.1915 loss_giou_2: 0.3263 loss_ce_3: 0.2629 loss_bbox_3: 0.181 loss_giou_3: 0.3175 loss_ce_4: 0.2529 loss_bbox_4: 0.1759 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:02] d2.utils.events INFO: eta: 14:32:02 iter: 263319 total_loss: 5.366 loss_ce: 0.2563 loss_bbox: 0.1773 loss_giou: 0.3308 loss_ce_0: 0.4693 loss_bbox_0: 0.2932 loss_giou_0: 0.5071 loss_ce_1: 0.364 loss_bbox_1: 0.2025 loss_giou_1: 0.3793 loss_ce_2: 0.2955 loss_bbox_2: 0.1847 loss_giou_2: 0.3481 loss_ce_3: 0.2642 loss_bbox_3: 0.1836 loss_giou_3: 0.34 loss_ce_4: 0.2546 loss_bbox_4: 0.1787 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:08] d2.utils.events INFO: eta: 14:32:07 iter: 263339 total_loss: 5.526 loss_ce: 0.2653 loss_bbox: 0.1714 loss_giou: 0.3304 loss_ce_0: 0.4828 loss_bbox_0: 0.2997 loss_giou_0: 0.5003 loss_ce_1: 0.3878 loss_bbox_1: 0.209 loss_giou_1: 0.3717 loss_ce_2: 0.3144 loss_bbox_2: 0.1901 loss_giou_2: 0.3431 loss_ce_3: 0.2824 loss_bbox_3: 0.1792 loss_giou_3: 0.3362 loss_ce_4: 0.2717 loss_bbox_4: 0.174 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:13] d2.utils.events INFO: eta: 14:31:58 iter: 263359 total_loss: 5.395 loss_ce: 0.277 loss_bbox: 0.1729 loss_giou: 0.2999 loss_ce_0: 0.472 loss_bbox_0: 0.3167 loss_giou_0: 0.4916 loss_ce_1: 0.3707 loss_bbox_1: 0.214 loss_giou_1: 0.3556 loss_ce_2: 0.3073 loss_bbox_2: 0.1882 loss_giou_2: 0.3224 loss_ce_3: 0.2878 loss_bbox_3: 0.1767 loss_giou_3: 0.3065 loss_ce_4: 0.279 loss_bbox_4: 0.1773 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:19] d2.utils.events INFO: eta: 14:32:12 iter: 263379 total_loss: 5.492 loss_ce: 0.2738 loss_bbox: 0.1777 loss_giou: 0.3347 loss_ce_0: 0.4869 loss_bbox_0: 0.3055 loss_giou_0: 0.5146 loss_ce_1: 0.3734 loss_bbox_1: 0.2031 loss_giou_1: 0.3758 loss_ce_2: 0.3142 loss_bbox_2: 0.1855 loss_giou_2: 0.3407 loss_ce_3: 0.2858 loss_bbox_3: 0.1827 loss_giou_3: 0.344 loss_ce_4: 0.2745 loss_bbox_4: 0.1799 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:25] d2.utils.events INFO: eta: 14:32:17 iter: 263399 total_loss: 5.586 loss_ce: 0.2633 loss_bbox: 0.1886 loss_giou: 0.3395 loss_ce_0: 0.4859 loss_bbox_0: 0.311 loss_giou_0: 0.4827 loss_ce_1: 0.3848 loss_bbox_1: 0.217 loss_giou_1: 0.3785 loss_ce_2: 0.3236 loss_bbox_2: 0.2053 loss_giou_2: 0.3505 loss_ce_3: 0.2832 loss_bbox_3: 0.1911 loss_giou_3: 0.3477 loss_ce_4: 0.2666 loss_bbox_4: 0.1927 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:30] d2.utils.events INFO: eta: 14:32:11 iter: 263419 total_loss: 5.7 loss_ce: 0.2744 loss_bbox: 0.1827 loss_giou: 0.3396 loss_ce_0: 0.4817 loss_bbox_0: 0.2905 loss_giou_0: 0.531 loss_ce_1: 0.3892 loss_bbox_1: 0.2071 loss_giou_1: 0.3974 loss_ce_2: 0.315 loss_bbox_2: 0.1918 loss_giou_2: 0.36 loss_ce_3: 0.2764 loss_bbox_3: 0.1885 loss_giou_3: 0.3558 loss_ce_4: 0.2637 loss_bbox_4: 0.1847 loss_giou_4: 0.3407 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:36] d2.utils.events INFO: eta: 14:32:05 iter: 263439 total_loss: 5.637 loss_ce: 0.28 loss_bbox: 0.1793 loss_giou: 0.3181 loss_ce_0: 0.5067 loss_bbox_0: 0.3038 loss_giou_0: 0.4871 loss_ce_1: 0.4056 loss_bbox_1: 0.2119 loss_giou_1: 0.3593 loss_ce_2: 0.3261 loss_bbox_2: 0.1987 loss_giou_2: 0.3297 loss_ce_3: 0.2913 loss_bbox_3: 0.1904 loss_giou_3: 0.3266 loss_ce_4: 0.2877 loss_bbox_4: 0.1824 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:42] d2.utils.events INFO: eta: 14:31:40 iter: 263459 total_loss: 5.571 loss_ce: 0.2771 loss_bbox: 0.1719 loss_giou: 0.3374 loss_ce_0: 0.4995 loss_bbox_0: 0.2953 loss_giou_0: 0.5186 loss_ce_1: 0.3851 loss_bbox_1: 0.2045 loss_giou_1: 0.3829 loss_ce_2: 0.3232 loss_bbox_2: 0.1844 loss_giou_2: 0.3605 loss_ce_3: 0.2916 loss_bbox_3: 0.1799 loss_giou_3: 0.3562 loss_ce_4: 0.2793 loss_bbox_4: 0.1748 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:47] d2.utils.events INFO: eta: 14:31:34 iter: 263479 total_loss: 5.626 loss_ce: 0.2743 loss_bbox: 0.1864 loss_giou: 0.3332 loss_ce_0: 0.4971 loss_bbox_0: 0.3074 loss_giou_0: 0.4979 loss_ce_1: 0.3886 loss_bbox_1: 0.2144 loss_giou_1: 0.3804 loss_ce_2: 0.3178 loss_bbox_2: 0.2021 loss_giou_2: 0.3461 loss_ce_3: 0.29 loss_bbox_3: 0.1923 loss_giou_3: 0.3411 loss_ce_4: 0.278 loss_bbox_4: 0.1885 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:53] d2.utils.events INFO: eta: 14:31:35 iter: 263499 total_loss: 5.362 loss_ce: 0.2683 loss_bbox: 0.1797 loss_giou: 0.3121 loss_ce_0: 0.4733 loss_bbox_0: 0.2953 loss_giou_0: 0.5086 loss_ce_1: 0.3622 loss_bbox_1: 0.2018 loss_giou_1: 0.3636 loss_ce_2: 0.3115 loss_bbox_2: 0.1933 loss_giou_2: 0.3341 loss_ce_3: 0.272 loss_bbox_3: 0.1888 loss_giou_3: 0.3301 loss_ce_4: 0.2653 loss_bbox_4: 0.1799 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 10:41:59] d2.utils.events INFO: eta: 14:31:44 iter: 263519 total_loss: 5.375 loss_ce: 0.2758 loss_bbox: 0.1733 loss_giou: 0.3192 loss_ce_0: 0.4878 loss_bbox_0: 0.3086 loss_giou_0: 0.5075 loss_ce_1: 0.3788 loss_bbox_1: 0.2025 loss_giou_1: 0.3625 loss_ce_2: 0.3268 loss_bbox_2: 0.1827 loss_giou_2: 0.3402 loss_ce_3: 0.286 loss_bbox_3: 0.1807 loss_giou_3: 0.3358 loss_ce_4: 0.2774 loss_bbox_4: 0.1764 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:04] d2.utils.events INFO: eta: 14:31:36 iter: 263539 total_loss: 5.663 loss_ce: 0.2847 loss_bbox: 0.1838 loss_giou: 0.3321 loss_ce_0: 0.4962 loss_bbox_0: 0.3161 loss_giou_0: 0.5233 loss_ce_1: 0.3907 loss_bbox_1: 0.2174 loss_giou_1: 0.3932 loss_ce_2: 0.3292 loss_bbox_2: 0.1983 loss_giou_2: 0.3615 loss_ce_3: 0.3003 loss_bbox_3: 0.1914 loss_giou_3: 0.348 loss_ce_4: 0.2882 loss_bbox_4: 0.1863 loss_giou_4: 0.3404 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:10] d2.utils.events INFO: eta: 14:31:25 iter: 263559 total_loss: 5.258 loss_ce: 0.2812 loss_bbox: 0.172 loss_giou: 0.3221 loss_ce_0: 0.4715 loss_bbox_0: 0.2954 loss_giou_0: 0.4783 loss_ce_1: 0.3715 loss_bbox_1: 0.2013 loss_giou_1: 0.3599 loss_ce_2: 0.3126 loss_bbox_2: 0.1918 loss_giou_2: 0.3361 loss_ce_3: 0.2845 loss_bbox_3: 0.1811 loss_giou_3: 0.3263 loss_ce_4: 0.2815 loss_bbox_4: 0.1788 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:16] d2.utils.events INFO: eta: 14:31:06 iter: 263579 total_loss: 5.453 loss_ce: 0.262 loss_bbox: 0.1732 loss_giou: 0.318 loss_ce_0: 0.4792 loss_bbox_0: 0.3054 loss_giou_0: 0.4927 loss_ce_1: 0.3666 loss_bbox_1: 0.2061 loss_giou_1: 0.3741 loss_ce_2: 0.313 loss_bbox_2: 0.1859 loss_giou_2: 0.3343 loss_ce_3: 0.27 loss_bbox_3: 0.1748 loss_giou_3: 0.3235 loss_ce_4: 0.2604 loss_bbox_4: 0.1724 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:21] d2.utils.events INFO: eta: 14:30:47 iter: 263599 total_loss: 5.7 loss_ce: 0.2908 loss_bbox: 0.1755 loss_giou: 0.3365 loss_ce_0: 0.4931 loss_bbox_0: 0.3099 loss_giou_0: 0.5255 loss_ce_1: 0.3969 loss_bbox_1: 0.207 loss_giou_1: 0.3902 loss_ce_2: 0.3335 loss_bbox_2: 0.1856 loss_giou_2: 0.3575 loss_ce_3: 0.2947 loss_bbox_3: 0.1823 loss_giou_3: 0.3451 loss_ce_4: 0.2821 loss_bbox_4: 0.18 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:27] d2.utils.events INFO: eta: 14:30:55 iter: 263619 total_loss: 5.555 loss_ce: 0.263 loss_bbox: 0.1846 loss_giou: 0.353 loss_ce_0: 0.4967 loss_bbox_0: 0.3107 loss_giou_0: 0.5357 loss_ce_1: 0.3807 loss_bbox_1: 0.2138 loss_giou_1: 0.3933 loss_ce_2: 0.3098 loss_bbox_2: 0.1976 loss_giou_2: 0.368 loss_ce_3: 0.265 loss_bbox_3: 0.1909 loss_giou_3: 0.3581 loss_ce_4: 0.2684 loss_bbox_4: 0.1848 loss_giou_4: 0.3516 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:33] d2.utils.events INFO: eta: 14:30:31 iter: 263639 total_loss: 5.622 loss_ce: 0.2898 loss_bbox: 0.1732 loss_giou: 0.3359 loss_ce_0: 0.498 loss_bbox_0: 0.2974 loss_giou_0: 0.5391 loss_ce_1: 0.3814 loss_bbox_1: 0.2028 loss_giou_1: 0.3925 loss_ce_2: 0.3197 loss_bbox_2: 0.1827 loss_giou_2: 0.3585 loss_ce_3: 0.297 loss_bbox_3: 0.1757 loss_giou_3: 0.3464 loss_ce_4: 0.2905 loss_bbox_4: 0.1694 loss_giou_4: 0.336 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:38] d2.utils.events INFO: eta: 14:30:22 iter: 263659 total_loss: 5.43 loss_ce: 0.2671 loss_bbox: 0.1686 loss_giou: 0.3222 loss_ce_0: 0.4582 loss_bbox_0: 0.2984 loss_giou_0: 0.4955 loss_ce_1: 0.37 loss_bbox_1: 0.2025 loss_giou_1: 0.3597 loss_ce_2: 0.3044 loss_bbox_2: 0.1862 loss_giou_2: 0.3497 loss_ce_3: 0.2758 loss_bbox_3: 0.1769 loss_giou_3: 0.3337 loss_ce_4: 0.2707 loss_bbox_4: 0.1718 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:44] d2.utils.events INFO: eta: 14:30:13 iter: 263679 total_loss: 5.544 loss_ce: 0.2792 loss_bbox: 0.1802 loss_giou: 0.3323 loss_ce_0: 0.4831 loss_bbox_0: 0.304 loss_giou_0: 0.5183 loss_ce_1: 0.3796 loss_bbox_1: 0.208 loss_giou_1: 0.3809 loss_ce_2: 0.3318 loss_bbox_2: 0.1891 loss_giou_2: 0.3514 loss_ce_3: 0.2973 loss_bbox_3: 0.1833 loss_giou_3: 0.3377 loss_ce_4: 0.2862 loss_bbox_4: 0.1832 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:49] d2.utils.events INFO: eta: 14:30:05 iter: 263699 total_loss: 5.261 loss_ce: 0.2521 loss_bbox: 0.1712 loss_giou: 0.3168 loss_ce_0: 0.4836 loss_bbox_0: 0.2949 loss_giou_0: 0.5218 loss_ce_1: 0.3705 loss_bbox_1: 0.2046 loss_giou_1: 0.3602 loss_ce_2: 0.3072 loss_bbox_2: 0.1825 loss_giou_2: 0.3324 loss_ce_3: 0.2663 loss_bbox_3: 0.1725 loss_giou_3: 0.3154 loss_ce_4: 0.2537 loss_bbox_4: 0.172 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 10:42:55] d2.utils.events INFO: eta: 14:29:55 iter: 263719 total_loss: 5.562 loss_ce: 0.2726 loss_bbox: 0.1731 loss_giou: 0.3238 loss_ce_0: 0.4664 loss_bbox_0: 0.3066 loss_giou_0: 0.5048 loss_ce_1: 0.3715 loss_bbox_1: 0.2104 loss_giou_1: 0.3746 loss_ce_2: 0.3152 loss_bbox_2: 0.1853 loss_giou_2: 0.3454 loss_ce_3: 0.2914 loss_bbox_3: 0.1775 loss_giou_3: 0.3316 loss_ce_4: 0.273 loss_bbox_4: 0.1757 loss_giou_4: 0.3242 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:43:01] d2.utils.events INFO: eta: 14:29:46 iter: 263739 total_loss: 5.241 loss_ce: 0.2607 loss_bbox: 0.1676 loss_giou: 0.3107 loss_ce_0: 0.4839 loss_bbox_0: 0.2814 loss_giou_0: 0.4787 loss_ce_1: 0.3737 loss_bbox_1: 0.1972 loss_giou_1: 0.3556 loss_ce_2: 0.3014 loss_bbox_2: 0.1827 loss_giou_2: 0.3337 loss_ce_3: 0.2767 loss_bbox_3: 0.1747 loss_giou_3: 0.3219 loss_ce_4: 0.2673 loss_bbox_4: 0.1681 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 10:43:06] d2.utils.events INFO: eta: 14:29:37 iter: 263759 total_loss: 5.522 loss_ce: 0.2695 loss_bbox: 0.1725 loss_giou: 0.3393 loss_ce_0: 0.4795 loss_bbox_0: 0.2968 loss_giou_0: 0.5408 loss_ce_1: 0.3714 loss_bbox_1: 0.2038 loss_giou_1: 0.3915 loss_ce_2: 0.3131 loss_bbox_2: 0.1835 loss_giou_2: 0.3618 loss_ce_3: 0.2801 loss_bbox_3: 0.1817 loss_giou_3: 0.3475 loss_ce_4: 0.274 loss_bbox_4: 0.1778 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:43:12] d2.utils.events INFO: eta: 14:29:35 iter: 263779 total_loss: 5.614 loss_ce: 0.2672 loss_bbox: 0.1854 loss_giou: 0.3375 loss_ce_0: 0.4835 loss_bbox_0: 0.3162 loss_giou_0: 0.4985 loss_ce_1: 0.3852 loss_bbox_1: 0.2129 loss_giou_1: 0.37 loss_ce_2: 0.3128 loss_bbox_2: 0.196 loss_giou_2: 0.3483 loss_ce_3: 0.279 loss_bbox_3: 0.1898 loss_giou_3: 0.3415 loss_ce_4: 0.2739 loss_bbox_4: 0.1869 loss_giou_4: 0.3399 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 10:43:18] d2.utils.events INFO: eta: 14:29:17 iter: 263799 total_loss: 5.392 loss_ce: 0.2599 loss_bbox: 0.1787 loss_giou: 0.3218 loss_ce_0: 0.479 loss_bbox_0: 0.3071 loss_giou_0: 0.4954 loss_ce_1: 0.3779 loss_bbox_1: 0.2142 loss_giou_1: 0.3654 loss_ce_2: 0.3078 loss_bbox_2: 0.1955 loss_giou_2: 0.3362 loss_ce_3: 0.2731 loss_bbox_3: 0.189 loss_giou_3: 0.3276 loss_ce_4: 0.2629 loss_bbox_4: 0.1853 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 10:43:23] d2.utils.events INFO: eta: 14:28:56 iter: 263819 total_loss: 5.174 loss_ce: 0.2474 loss_bbox: 0.1848 loss_giou: 0.3138 loss_ce_0: 0.4693 loss_bbox_0: 0.3067 loss_giou_0: 0.4647 loss_ce_1: 0.3498 loss_bbox_1: 0.2115 loss_giou_1: 0.3499 loss_ce_2: 0.2969 loss_bbox_2: 0.1916 loss_giou_2: 0.3277 loss_ce_3: 0.2642 loss_bbox_3: 0.1866 loss_giou_3: 0.3155 loss_ce_4: 0.2584 loss_bbox_4: 0.1832 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 10:43:29] d2.utils.events INFO: eta: 14:28:10 iter: 263839 total_loss: 5.385 loss_ce: 0.2722 loss_bbox: 0.1745 loss_giou: 0.3089 loss_ce_0: 0.4794 loss_bbox_0: 0.2897 loss_giou_0: 0.5086 loss_ce_1: 0.3681 loss_bbox_1: 0.2016 loss_giou_1: 0.3541 loss_ce_2: 0.3089 loss_bbox_2: 0.1831 loss_giou_2: 0.329 loss_ce_3: 0.2644 loss_bbox_3: 0.1812 loss_giou_3: 0.3172 loss_ce_4: 0.2625 loss_bbox_4: 0.1764 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0172 lr: 2.5e-05 max_mem: 5427M [11/03 10:43:34] d2.utils.events INFO: eta: 14:28:12 iter: 263859 total_loss: 5.484 loss_ce: 0.2711 loss_bbox: 0.1729 loss_giou: 0.3185 loss_ce_0: 0.4759 loss_bbox_0: 0.2837 loss_giou_0: 0.5234 loss_ce_1: 0.3777 loss_bbox_1: 0.1974 loss_giou_1: 0.3816 loss_ce_2: 0.3045 loss_bbox_2: 0.1854 loss_giou_2: 0.3444 loss_ce_3: 0.2839 loss_bbox_3: 0.1751 loss_giou_3: 0.3349 loss_ce_4: 0.2766 loss_bbox_4: 0.1726 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:43:41] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 10:43:41] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 10:43:41] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 10:43:41] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 10:43:41] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 10:43:42] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 10:43:49] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0019 s/iter. Inference: 0.0551 s/iter. Eval: 0.0003 s/iter. Total: 0.0573 s/iter. ETA=0:00:35 [11/03 10:43:54] d2.evaluation.evaluator INFO: Inference done 106/625. Dataloading: 0.0029 s/iter. Inference: 0.0499 s/iter. Eval: 0.0004 s/iter. Total: 0.0532 s/iter. ETA=0:00:27 [11/03 10:43:59] d2.evaluation.evaluator INFO: Inference done 188/625. Dataloading: 0.0028 s/iter. Inference: 0.0536 s/iter. Eval: 0.0003 s/iter. Total: 0.0568 s/iter. ETA=0:00:24 [11/03 10:44:04] d2.evaluation.evaluator INFO: Inference done 284/625. Dataloading: 0.0028 s/iter. Inference: 0.0521 s/iter. Eval: 0.0004 s/iter. Total: 0.0553 s/iter. ETA=0:00:18 [11/03 10:44:09] d2.evaluation.evaluator INFO: Inference done 380/625. Dataloading: 0.0029 s/iter. Inference: 0.0512 s/iter. Eval: 0.0004 s/iter. Total: 0.0546 s/iter. ETA=0:00:13 [11/03 10:44:14] d2.evaluation.evaluator INFO: Inference done 478/625. Dataloading: 0.0029 s/iter. Inference: 0.0506 s/iter. Eval: 0.0004 s/iter. Total: 0.0539 s/iter. ETA=0:00:07 [11/03 10:44:19] d2.evaluation.evaluator INFO: Inference done 561/625. Dataloading: 0.0029 s/iter. Inference: 0.0516 s/iter. Eval: 0.0004 s/iter. Total: 0.0549 s/iter. ETA=0:00:03 [11/03 10:44:22] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.623887 (0.054232 s / iter per device, on 8 devices) [11/03 10:44:22] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:31 (0.050543 s / iter per device, on 8 devices) [11/03 10:44:30] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 10:44:31] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 10:44:33] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 10:44:36] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 10:44:52] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 15.22 seconds. [11/03 10:44:52] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 10:44:53] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.46 seconds. [11/03 10:44:53] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.381 | 61.570 | 45.016 | 25.241 | 45.795 | 57.612 | [11/03 10:44:53] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 53.838 | bicycle | 27.818 | car | 42.974 | | motorcycle | 41.372 | airplane | 67.834 | bus | 64.049 | | train | 64.351 | truck | 38.179 | boat | 26.047 | | traffic light | 27.093 | fire hydrant | 69.335 | stop sign | 68.247 | | parking meter | 47.636 | bench | 25.363 | bird | 38.303 | | cat | 72.252 | dog | 66.556 | horse | 60.252 | | sheep | 50.258 | cow | 59.494 | elephant | 66.074 | | bear | 76.404 | zebra | 66.448 | giraffe | 68.243 | | backpack | 14.700 | umbrella | 38.386 | handbag | 15.328 | | tie | 33.269 | suitcase | 39.815 | frisbee | 69.214 | | skis | 26.561 | snowboard | 44.180 | sports ball | 48.042 | | kite | 45.959 | baseball bat | 28.278 | baseball glove | 38.497 | | skateboard | 53.231 | surfboard | 37.921 | tennis racket | 49.510 | | bottle | 37.618 | wine glass | 33.022 | cup | 40.225 | | fork | 33.461 | knife | 16.966 | spoon | 17.111 | | bowl | 42.825 | banana | 22.493 | apple | 20.334 | | sandwich | 38.218 | orange | 32.626 | broccoli | 22.234 | | carrot | 25.507 | hot dog | 35.335 | pizza | 54.213 | | donut | 45.055 | cake | 37.188 | chair | 26.224 | | couch | 45.511 | potted plant | 25.853 | bed | 44.688 | | dining table | 27.908 | toilet | 61.883 | tv | 58.213 | | laptop | 59.530 | mouse | 57.189 | remote | 32.218 | | keyboard | 50.920 | cell phone | 37.902 | microwave | 62.252 | | oven | 35.396 | toaster | 20.019 | sink | 35.990 | | refrigerator | 60.670 | book | 12.485 | clock | 50.573 | | vase | 39.351 | scissors | 34.455 | teddy bear | 48.302 | | hair drier | 7.192 | toothbrush | 30.015 | | | [11/03 10:44:54] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 10:44:54] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 10:44:54] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 10:44:54] d2.evaluation.testing INFO: copypaste: 42.3810,61.5696,45.0159,25.2411,45.7950,57.6115 [11/03 10:44:54] d2.utils.events INFO: eta: 14:28:11 iter: 263879 total_loss: 5.568 loss_ce: 0.2581 loss_bbox: 0.1786 loss_giou: 0.3192 loss_ce_0: 0.4861 loss_bbox_0: 0.2988 loss_giou_0: 0.5205 loss_ce_1: 0.386 loss_bbox_1: 0.2096 loss_giou_1: 0.3793 loss_ce_2: 0.3143 loss_bbox_2: 0.1917 loss_giou_2: 0.3395 loss_ce_3: 0.2696 loss_bbox_3: 0.1865 loss_giou_3: 0.3293 loss_ce_4: 0.2575 loss_bbox_4: 0.1826 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:00] d2.utils.events INFO: eta: 14:28:02 iter: 263899 total_loss: 5.711 loss_ce: 0.2736 loss_bbox: 0.1721 loss_giou: 0.339 loss_ce_0: 0.4892 loss_bbox_0: 0.3101 loss_giou_0: 0.5228 loss_ce_1: 0.3757 loss_bbox_1: 0.2069 loss_giou_1: 0.3992 loss_ce_2: 0.3178 loss_bbox_2: 0.1835 loss_giou_2: 0.3611 loss_ce_3: 0.2873 loss_bbox_3: 0.1801 loss_giou_3: 0.349 loss_ce_4: 0.2772 loss_bbox_4: 0.17 loss_giou_4: 0.3412 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:06] d2.utils.events INFO: eta: 14:28:05 iter: 263919 total_loss: 5.877 loss_ce: 0.2911 loss_bbox: 0.1839 loss_giou: 0.3701 loss_ce_0: 0.5069 loss_bbox_0: 0.3139 loss_giou_0: 0.528 loss_ce_1: 0.3979 loss_bbox_1: 0.2151 loss_giou_1: 0.4069 loss_ce_2: 0.3345 loss_bbox_2: 0.1956 loss_giou_2: 0.3881 loss_ce_3: 0.3093 loss_bbox_3: 0.19 loss_giou_3: 0.3721 loss_ce_4: 0.2959 loss_bbox_4: 0.1886 loss_giou_4: 0.3724 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:11] d2.utils.events INFO: eta: 14:28:00 iter: 263939 total_loss: 5.74 loss_ce: 0.2986 loss_bbox: 0.1652 loss_giou: 0.3358 loss_ce_0: 0.4879 loss_bbox_0: 0.3085 loss_giou_0: 0.52 loss_ce_1: 0.3962 loss_bbox_1: 0.2062 loss_giou_1: 0.3923 loss_ce_2: 0.3429 loss_bbox_2: 0.1868 loss_giou_2: 0.3572 loss_ce_3: 0.306 loss_bbox_3: 0.1744 loss_giou_3: 0.35 loss_ce_4: 0.2932 loss_bbox_4: 0.1693 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:17] d2.utils.events INFO: eta: 14:28:01 iter: 263959 total_loss: 5.456 loss_ce: 0.2729 loss_bbox: 0.1653 loss_giou: 0.3221 loss_ce_0: 0.485 loss_bbox_0: 0.3004 loss_giou_0: 0.5078 loss_ce_1: 0.3712 loss_bbox_1: 0.2021 loss_giou_1: 0.3781 loss_ce_2: 0.3185 loss_bbox_2: 0.1845 loss_giou_2: 0.3467 loss_ce_3: 0.2898 loss_bbox_3: 0.1749 loss_giou_3: 0.3322 loss_ce_4: 0.2759 loss_bbox_4: 0.1708 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:23] d2.utils.events INFO: eta: 14:27:56 iter: 263979 total_loss: 5.369 loss_ce: 0.253 loss_bbox: 0.1756 loss_giou: 0.3215 loss_ce_0: 0.4819 loss_bbox_0: 0.303 loss_giou_0: 0.4955 loss_ce_1: 0.3698 loss_bbox_1: 0.2062 loss_giou_1: 0.3677 loss_ce_2: 0.3006 loss_bbox_2: 0.1851 loss_giou_2: 0.3391 loss_ce_3: 0.2706 loss_bbox_3: 0.1742 loss_giou_3: 0.3266 loss_ce_4: 0.2553 loss_bbox_4: 0.1752 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:28] d2.utils.events INFO: eta: 14:27:37 iter: 263999 total_loss: 5.325 loss_ce: 0.2437 loss_bbox: 0.1785 loss_giou: 0.3052 loss_ce_0: 0.4769 loss_bbox_0: 0.2994 loss_giou_0: 0.4911 loss_ce_1: 0.3713 loss_bbox_1: 0.2117 loss_giou_1: 0.3659 loss_ce_2: 0.2878 loss_bbox_2: 0.1978 loss_giou_2: 0.3329 loss_ce_3: 0.2632 loss_bbox_3: 0.1873 loss_giou_3: 0.3187 loss_ce_4: 0.2476 loss_bbox_4: 0.1886 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:34] d2.utils.events INFO: eta: 14:27:13 iter: 264019 total_loss: 5.066 loss_ce: 0.2504 loss_bbox: 0.1826 loss_giou: 0.2996 loss_ce_0: 0.4765 loss_bbox_0: 0.2945 loss_giou_0: 0.4577 loss_ce_1: 0.3708 loss_bbox_1: 0.2052 loss_giou_1: 0.3381 loss_ce_2: 0.2955 loss_bbox_2: 0.1925 loss_giou_2: 0.3173 loss_ce_3: 0.2611 loss_bbox_3: 0.1861 loss_giou_3: 0.3102 loss_ce_4: 0.2573 loss_bbox_4: 0.183 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:40] d2.utils.events INFO: eta: 14:27:22 iter: 264039 total_loss: 5.781 loss_ce: 0.2726 loss_bbox: 0.1805 loss_giou: 0.3594 loss_ce_0: 0.4949 loss_bbox_0: 0.2987 loss_giou_0: 0.5289 loss_ce_1: 0.3838 loss_bbox_1: 0.2136 loss_giou_1: 0.3861 loss_ce_2: 0.321 loss_bbox_2: 0.1943 loss_giou_2: 0.3673 loss_ce_3: 0.3039 loss_bbox_3: 0.1878 loss_giou_3: 0.3647 loss_ce_4: 0.2847 loss_bbox_4: 0.1859 loss_giou_4: 0.3602 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:45] d2.utils.events INFO: eta: 14:27:29 iter: 264059 total_loss: 5.735 loss_ce: 0.3036 loss_bbox: 0.1828 loss_giou: 0.3221 loss_ce_0: 0.5104 loss_bbox_0: 0.3226 loss_giou_0: 0.483 loss_ce_1: 0.4048 loss_bbox_1: 0.22 loss_giou_1: 0.37 loss_ce_2: 0.3435 loss_bbox_2: 0.1983 loss_giou_2: 0.3434 loss_ce_3: 0.3095 loss_bbox_3: 0.1867 loss_giou_3: 0.3275 loss_ce_4: 0.3025 loss_bbox_4: 0.1868 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:51] d2.utils.events INFO: eta: 14:27:28 iter: 264079 total_loss: 5.514 loss_ce: 0.2643 loss_bbox: 0.1816 loss_giou: 0.3321 loss_ce_0: 0.4854 loss_bbox_0: 0.3228 loss_giou_0: 0.4876 loss_ce_1: 0.3735 loss_bbox_1: 0.2189 loss_giou_1: 0.3591 loss_ce_2: 0.3078 loss_bbox_2: 0.1946 loss_giou_2: 0.3453 loss_ce_3: 0.2802 loss_bbox_3: 0.1879 loss_giou_3: 0.3349 loss_ce_4: 0.2678 loss_bbox_4: 0.1863 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 10:45:57] d2.utils.events INFO: eta: 14:27:37 iter: 264099 total_loss: 5.855 loss_ce: 0.3075 loss_bbox: 0.1875 loss_giou: 0.3388 loss_ce_0: 0.5118 loss_bbox_0: 0.3054 loss_giou_0: 0.4991 loss_ce_1: 0.3977 loss_bbox_1: 0.2092 loss_giou_1: 0.374 loss_ce_2: 0.3353 loss_bbox_2: 0.194 loss_giou_2: 0.3543 loss_ce_3: 0.317 loss_bbox_3: 0.1893 loss_giou_3: 0.3483 loss_ce_4: 0.3043 loss_bbox_4: 0.1884 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:02] d2.utils.events INFO: eta: 14:27:31 iter: 264119 total_loss: 5.615 loss_ce: 0.2724 loss_bbox: 0.1768 loss_giou: 0.331 loss_ce_0: 0.4772 loss_bbox_0: 0.3005 loss_giou_0: 0.5142 loss_ce_1: 0.3854 loss_bbox_1: 0.2067 loss_giou_1: 0.3758 loss_ce_2: 0.3154 loss_bbox_2: 0.1851 loss_giou_2: 0.3489 loss_ce_3: 0.2876 loss_bbox_3: 0.1798 loss_giou_3: 0.3361 loss_ce_4: 0.2738 loss_bbox_4: 0.1798 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:08] d2.utils.events INFO: eta: 14:27:17 iter: 264139 total_loss: 5.525 loss_ce: 0.2571 loss_bbox: 0.1827 loss_giou: 0.3293 loss_ce_0: 0.478 loss_bbox_0: 0.2961 loss_giou_0: 0.4896 loss_ce_1: 0.3679 loss_bbox_1: 0.2061 loss_giou_1: 0.3711 loss_ce_2: 0.3116 loss_bbox_2: 0.1873 loss_giou_2: 0.3457 loss_ce_3: 0.2743 loss_bbox_3: 0.1854 loss_giou_3: 0.3381 loss_ce_4: 0.2601 loss_bbox_4: 0.1847 loss_giou_4: 0.3334 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:14] d2.utils.events INFO: eta: 14:26:56 iter: 264159 total_loss: 5.201 loss_ce: 0.2519 loss_bbox: 0.1725 loss_giou: 0.3339 loss_ce_0: 0.4711 loss_bbox_0: 0.2913 loss_giou_0: 0.5066 loss_ce_1: 0.375 loss_bbox_1: 0.1979 loss_giou_1: 0.368 loss_ce_2: 0.285 loss_bbox_2: 0.1847 loss_giou_2: 0.3481 loss_ce_3: 0.2592 loss_bbox_3: 0.1764 loss_giou_3: 0.3419 loss_ce_4: 0.2537 loss_bbox_4: 0.1732 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:19] d2.utils.events INFO: eta: 14:26:40 iter: 264179 total_loss: 5.457 loss_ce: 0.2813 loss_bbox: 0.1727 loss_giou: 0.3089 loss_ce_0: 0.488 loss_bbox_0: 0.3019 loss_giou_0: 0.5036 loss_ce_1: 0.3882 loss_bbox_1: 0.1992 loss_giou_1: 0.3643 loss_ce_2: 0.3184 loss_bbox_2: 0.1778 loss_giou_2: 0.3309 loss_ce_3: 0.2866 loss_bbox_3: 0.1767 loss_giou_3: 0.3239 loss_ce_4: 0.2718 loss_bbox_4: 0.1761 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:25] d2.utils.events INFO: eta: 14:26:27 iter: 264199 total_loss: 5.614 loss_ce: 0.2764 loss_bbox: 0.1823 loss_giou: 0.3227 loss_ce_0: 0.4763 loss_bbox_0: 0.2969 loss_giou_0: 0.4984 loss_ce_1: 0.3977 loss_bbox_1: 0.214 loss_giou_1: 0.3748 loss_ce_2: 0.3158 loss_bbox_2: 0.1946 loss_giou_2: 0.346 loss_ce_3: 0.2821 loss_bbox_3: 0.1868 loss_giou_3: 0.334 loss_ce_4: 0.2706 loss_bbox_4: 0.1853 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:31] d2.utils.events INFO: eta: 14:26:22 iter: 264219 total_loss: 5.746 loss_ce: 0.2985 loss_bbox: 0.1854 loss_giou: 0.3301 loss_ce_0: 0.4946 loss_bbox_0: 0.3033 loss_giou_0: 0.4977 loss_ce_1: 0.3985 loss_bbox_1: 0.2102 loss_giou_1: 0.3833 loss_ce_2: 0.3377 loss_bbox_2: 0.1924 loss_giou_2: 0.3523 loss_ce_3: 0.316 loss_bbox_3: 0.19 loss_giou_3: 0.3423 loss_ce_4: 0.303 loss_bbox_4: 0.1843 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:36] d2.utils.events INFO: eta: 14:26:01 iter: 264239 total_loss: 5.095 loss_ce: 0.2579 loss_bbox: 0.1869 loss_giou: 0.3031 loss_ce_0: 0.4707 loss_bbox_0: 0.2997 loss_giou_0: 0.4629 loss_ce_1: 0.3614 loss_bbox_1: 0.2244 loss_giou_1: 0.34 loss_ce_2: 0.3001 loss_bbox_2: 0.2014 loss_giou_2: 0.3227 loss_ce_3: 0.2758 loss_bbox_3: 0.1985 loss_giou_3: 0.3124 loss_ce_4: 0.2644 loss_bbox_4: 0.1917 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:42] d2.utils.events INFO: eta: 14:25:31 iter: 264259 total_loss: 5.426 loss_ce: 0.2727 loss_bbox: 0.1624 loss_giou: 0.329 loss_ce_0: 0.5007 loss_bbox_0: 0.2894 loss_giou_0: 0.5161 loss_ce_1: 0.3874 loss_bbox_1: 0.1942 loss_giou_1: 0.3758 loss_ce_2: 0.3317 loss_bbox_2: 0.1789 loss_giou_2: 0.3478 loss_ce_3: 0.2955 loss_bbox_3: 0.1695 loss_giou_3: 0.3381 loss_ce_4: 0.2774 loss_bbox_4: 0.1674 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:48] d2.utils.events INFO: eta: 14:25:11 iter: 264279 total_loss: 5.532 loss_ce: 0.2649 loss_bbox: 0.1895 loss_giou: 0.3295 loss_ce_0: 0.4877 loss_bbox_0: 0.3066 loss_giou_0: 0.5064 loss_ce_1: 0.3628 loss_bbox_1: 0.2209 loss_giou_1: 0.3816 loss_ce_2: 0.3061 loss_bbox_2: 0.2039 loss_giou_2: 0.355 loss_ce_3: 0.2812 loss_bbox_3: 0.1988 loss_giou_3: 0.3418 loss_ce_4: 0.2647 loss_bbox_4: 0.1921 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:53] d2.utils.events INFO: eta: 14:25:31 iter: 264299 total_loss: 5.306 loss_ce: 0.261 loss_bbox: 0.1897 loss_giou: 0.304 loss_ce_0: 0.4835 loss_bbox_0: 0.3065 loss_giou_0: 0.48 loss_ce_1: 0.3698 loss_bbox_1: 0.2112 loss_giou_1: 0.3476 loss_ce_2: 0.3108 loss_bbox_2: 0.1982 loss_giou_2: 0.3233 loss_ce_3: 0.2837 loss_bbox_3: 0.1965 loss_giou_3: 0.3082 loss_ce_4: 0.2723 loss_bbox_4: 0.1912 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 10:46:59] d2.utils.events INFO: eta: 14:25:25 iter: 264319 total_loss: 5.625 loss_ce: 0.2756 loss_bbox: 0.1716 loss_giou: 0.3337 loss_ce_0: 0.4929 loss_bbox_0: 0.3058 loss_giou_0: 0.5082 loss_ce_1: 0.3965 loss_bbox_1: 0.211 loss_giou_1: 0.3849 loss_ce_2: 0.3327 loss_bbox_2: 0.1834 loss_giou_2: 0.3538 loss_ce_3: 0.2893 loss_bbox_3: 0.1784 loss_giou_3: 0.34 loss_ce_4: 0.2821 loss_bbox_4: 0.1733 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:04] d2.utils.events INFO: eta: 14:24:47 iter: 264339 total_loss: 5.645 loss_ce: 0.277 loss_bbox: 0.1797 loss_giou: 0.3583 loss_ce_0: 0.491 loss_bbox_0: 0.3109 loss_giou_0: 0.5253 loss_ce_1: 0.3864 loss_bbox_1: 0.2169 loss_giou_1: 0.3921 loss_ce_2: 0.3264 loss_bbox_2: 0.1958 loss_giou_2: 0.3734 loss_ce_3: 0.2995 loss_bbox_3: 0.1899 loss_giou_3: 0.3654 loss_ce_4: 0.2815 loss_bbox_4: 0.185 loss_giou_4: 0.3572 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:10] d2.utils.events INFO: eta: 14:25:01 iter: 264359 total_loss: 5.43 loss_ce: 0.2773 loss_bbox: 0.1766 loss_giou: 0.3177 loss_ce_0: 0.48 loss_bbox_0: 0.2943 loss_giou_0: 0.4994 loss_ce_1: 0.3774 loss_bbox_1: 0.2016 loss_giou_1: 0.3702 loss_ce_2: 0.3051 loss_bbox_2: 0.189 loss_giou_2: 0.3363 loss_ce_3: 0.2755 loss_bbox_3: 0.1805 loss_giou_3: 0.3258 loss_ce_4: 0.2835 loss_bbox_4: 0.1816 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:16] d2.utils.events INFO: eta: 14:24:43 iter: 264379 total_loss: 5.486 loss_ce: 0.284 loss_bbox: 0.1734 loss_giou: 0.3127 loss_ce_0: 0.4876 loss_bbox_0: 0.3036 loss_giou_0: 0.4956 loss_ce_1: 0.3758 loss_bbox_1: 0.2085 loss_giou_1: 0.3587 loss_ce_2: 0.3247 loss_bbox_2: 0.1901 loss_giou_2: 0.3281 loss_ce_3: 0.2877 loss_bbox_3: 0.1823 loss_giou_3: 0.3221 loss_ce_4: 0.2789 loss_bbox_4: 0.1747 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:22] d2.utils.events INFO: eta: 14:24:50 iter: 264399 total_loss: 5.387 loss_ce: 0.2648 loss_bbox: 0.1693 loss_giou: 0.3218 loss_ce_0: 0.4898 loss_bbox_0: 0.3009 loss_giou_0: 0.4939 loss_ce_1: 0.377 loss_bbox_1: 0.2064 loss_giou_1: 0.3686 loss_ce_2: 0.3072 loss_bbox_2: 0.1859 loss_giou_2: 0.3336 loss_ce_3: 0.2815 loss_bbox_3: 0.1762 loss_giou_3: 0.3286 loss_ce_4: 0.2729 loss_bbox_4: 0.1745 loss_giou_4: 0.3242 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:27] d2.utils.events INFO: eta: 14:24:44 iter: 264419 total_loss: 5.358 loss_ce: 0.2465 loss_bbox: 0.1642 loss_giou: 0.3349 loss_ce_0: 0.4576 loss_bbox_0: 0.2867 loss_giou_0: 0.5096 loss_ce_1: 0.3392 loss_bbox_1: 0.1971 loss_giou_1: 0.3859 loss_ce_2: 0.2872 loss_bbox_2: 0.1766 loss_giou_2: 0.3459 loss_ce_3: 0.2546 loss_bbox_3: 0.1694 loss_giou_3: 0.3366 loss_ce_4: 0.2507 loss_bbox_4: 0.1697 loss_giou_4: 0.3394 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:33] d2.utils.events INFO: eta: 14:24:19 iter: 264439 total_loss: 5.514 loss_ce: 0.2708 loss_bbox: 0.1813 loss_giou: 0.3198 loss_ce_0: 0.4874 loss_bbox_0: 0.2983 loss_giou_0: 0.5041 loss_ce_1: 0.3804 loss_bbox_1: 0.2129 loss_giou_1: 0.3796 loss_ce_2: 0.3147 loss_bbox_2: 0.1973 loss_giou_2: 0.3511 loss_ce_3: 0.2857 loss_bbox_3: 0.1872 loss_giou_3: 0.3396 loss_ce_4: 0.2728 loss_bbox_4: 0.1837 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:39] d2.utils.events INFO: eta: 14:24:23 iter: 264459 total_loss: 5.9 loss_ce: 0.3207 loss_bbox: 0.1961 loss_giou: 0.3333 loss_ce_0: 0.5201 loss_bbox_0: 0.3271 loss_giou_0: 0.508 loss_ce_1: 0.3975 loss_bbox_1: 0.2337 loss_giou_1: 0.3778 loss_ce_2: 0.3539 loss_bbox_2: 0.212 loss_giou_2: 0.357 loss_ce_3: 0.3272 loss_bbox_3: 0.2017 loss_giou_3: 0.3481 loss_ce_4: 0.3125 loss_bbox_4: 0.198 loss_giou_4: 0.3377 time: 0.2800 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:44] d2.utils.events INFO: eta: 14:24:02 iter: 264479 total_loss: 5.469 loss_ce: 0.2789 loss_bbox: 0.1855 loss_giou: 0.3195 loss_ce_0: 0.5036 loss_bbox_0: 0.3087 loss_giou_0: 0.5198 loss_ce_1: 0.4158 loss_bbox_1: 0.215 loss_giou_1: 0.3641 loss_ce_2: 0.3406 loss_bbox_2: 0.1895 loss_giou_2: 0.3313 loss_ce_3: 0.3034 loss_bbox_3: 0.1849 loss_giou_3: 0.324 loss_ce_4: 0.2953 loss_bbox_4: 0.1878 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:50] d2.utils.events INFO: eta: 14:23:57 iter: 264499 total_loss: 5.687 loss_ce: 0.2776 loss_bbox: 0.1814 loss_giou: 0.3301 loss_ce_0: 0.5106 loss_bbox_0: 0.3207 loss_giou_0: 0.5124 loss_ce_1: 0.3738 loss_bbox_1: 0.2233 loss_giou_1: 0.3711 loss_ce_2: 0.3138 loss_bbox_2: 0.2008 loss_giou_2: 0.3514 loss_ce_3: 0.2876 loss_bbox_3: 0.1919 loss_giou_3: 0.3352 loss_ce_4: 0.276 loss_bbox_4: 0.1839 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 10:47:55] d2.utils.events INFO: eta: 14:23:43 iter: 264519 total_loss: 5.316 loss_ce: 0.2731 loss_bbox: 0.1755 loss_giou: 0.3381 loss_ce_0: 0.4781 loss_bbox_0: 0.2887 loss_giou_0: 0.5079 loss_ce_1: 0.3729 loss_bbox_1: 0.1962 loss_giou_1: 0.3786 loss_ce_2: 0.3205 loss_bbox_2: 0.1889 loss_giou_2: 0.3489 loss_ce_3: 0.284 loss_bbox_3: 0.183 loss_giou_3: 0.3452 loss_ce_4: 0.2737 loss_bbox_4: 0.178 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:01] d2.utils.events INFO: eta: 14:23:51 iter: 264539 total_loss: 5.604 loss_ce: 0.2795 loss_bbox: 0.1661 loss_giou: 0.319 loss_ce_0: 0.4923 loss_bbox_0: 0.3125 loss_giou_0: 0.5087 loss_ce_1: 0.3931 loss_bbox_1: 0.2111 loss_giou_1: 0.3673 loss_ce_2: 0.3269 loss_bbox_2: 0.1858 loss_giou_2: 0.3324 loss_ce_3: 0.2923 loss_bbox_3: 0.1758 loss_giou_3: 0.3206 loss_ce_4: 0.28 loss_bbox_4: 0.167 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:07] d2.utils.events INFO: eta: 14:24:05 iter: 264559 total_loss: 5.526 loss_ce: 0.2715 loss_bbox: 0.1709 loss_giou: 0.3512 loss_ce_0: 0.494 loss_bbox_0: 0.2956 loss_giou_0: 0.5472 loss_ce_1: 0.3692 loss_bbox_1: 0.2053 loss_giou_1: 0.4058 loss_ce_2: 0.3255 loss_bbox_2: 0.1855 loss_giou_2: 0.375 loss_ce_3: 0.2794 loss_bbox_3: 0.1769 loss_giou_3: 0.3646 loss_ce_4: 0.2664 loss_bbox_4: 0.1756 loss_giou_4: 0.3591 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:13] d2.utils.events INFO: eta: 14:24:06 iter: 264579 total_loss: 5.565 loss_ce: 0.2733 loss_bbox: 0.1802 loss_giou: 0.3238 loss_ce_0: 0.4987 loss_bbox_0: 0.3081 loss_giou_0: 0.4865 loss_ce_1: 0.3984 loss_bbox_1: 0.2176 loss_giou_1: 0.3566 loss_ce_2: 0.3341 loss_bbox_2: 0.1935 loss_giou_2: 0.3353 loss_ce_3: 0.294 loss_bbox_3: 0.1868 loss_giou_3: 0.3265 loss_ce_4: 0.2758 loss_bbox_4: 0.1833 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:18] d2.utils.events INFO: eta: 14:24:20 iter: 264599 total_loss: 5.374 loss_ce: 0.2674 loss_bbox: 0.1777 loss_giou: 0.3339 loss_ce_0: 0.4734 loss_bbox_0: 0.3015 loss_giou_0: 0.5135 loss_ce_1: 0.3728 loss_bbox_1: 0.2101 loss_giou_1: 0.3749 loss_ce_2: 0.3225 loss_bbox_2: 0.1892 loss_giou_2: 0.3484 loss_ce_3: 0.279 loss_bbox_3: 0.1803 loss_giou_3: 0.3336 loss_ce_4: 0.2706 loss_bbox_4: 0.179 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:24] d2.utils.events INFO: eta: 14:23:45 iter: 264619 total_loss: 5.47 loss_ce: 0.2803 loss_bbox: 0.1752 loss_giou: 0.3029 loss_ce_0: 0.4841 loss_bbox_0: 0.2974 loss_giou_0: 0.4835 loss_ce_1: 0.3893 loss_bbox_1: 0.2089 loss_giou_1: 0.3419 loss_ce_2: 0.3198 loss_bbox_2: 0.1863 loss_giou_2: 0.3174 loss_ce_3: 0.2945 loss_bbox_3: 0.1821 loss_giou_3: 0.3094 loss_ce_4: 0.2809 loss_bbox_4: 0.1761 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:29] d2.utils.events INFO: eta: 14:24:13 iter: 264639 total_loss: 5.69 loss_ce: 0.2748 loss_bbox: 0.1893 loss_giou: 0.3408 loss_ce_0: 0.4905 loss_bbox_0: 0.3059 loss_giou_0: 0.5424 loss_ce_1: 0.3768 loss_bbox_1: 0.2242 loss_giou_1: 0.3826 loss_ce_2: 0.3155 loss_bbox_2: 0.2084 loss_giou_2: 0.3481 loss_ce_3: 0.2911 loss_bbox_3: 0.1977 loss_giou_3: 0.349 loss_ce_4: 0.2827 loss_bbox_4: 0.1968 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:35] d2.utils.events INFO: eta: 14:24:08 iter: 264659 total_loss: 5.477 loss_ce: 0.2869 loss_bbox: 0.1865 loss_giou: 0.3208 loss_ce_0: 0.4906 loss_bbox_0: 0.3225 loss_giou_0: 0.5135 loss_ce_1: 0.4 loss_bbox_1: 0.2198 loss_giou_1: 0.368 loss_ce_2: 0.3288 loss_bbox_2: 0.1937 loss_giou_2: 0.3386 loss_ce_3: 0.2973 loss_bbox_3: 0.1919 loss_giou_3: 0.3281 loss_ce_4: 0.2906 loss_bbox_4: 0.1874 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:41] d2.utils.events INFO: eta: 14:23:58 iter: 264679 total_loss: 5.157 loss_ce: 0.2667 loss_bbox: 0.1683 loss_giou: 0.3141 loss_ce_0: 0.471 loss_bbox_0: 0.2956 loss_giou_0: 0.4889 loss_ce_1: 0.3626 loss_bbox_1: 0.2068 loss_giou_1: 0.3618 loss_ce_2: 0.3117 loss_bbox_2: 0.1823 loss_giou_2: 0.3244 loss_ce_3: 0.2839 loss_bbox_3: 0.1733 loss_giou_3: 0.3199 loss_ce_4: 0.2768 loss_bbox_4: 0.1734 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:47] d2.utils.events INFO: eta: 14:23:52 iter: 264699 total_loss: 5.543 loss_ce: 0.2658 loss_bbox: 0.1782 loss_giou: 0.3323 loss_ce_0: 0.48 loss_bbox_0: 0.3019 loss_giou_0: 0.5234 loss_ce_1: 0.3847 loss_bbox_1: 0.2104 loss_giou_1: 0.3873 loss_ce_2: 0.3117 loss_bbox_2: 0.1968 loss_giou_2: 0.3552 loss_ce_3: 0.2749 loss_bbox_3: 0.1875 loss_giou_3: 0.3457 loss_ce_4: 0.2671 loss_bbox_4: 0.1812 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:52] d2.utils.events INFO: eta: 14:23:47 iter: 264719 total_loss: 5.528 loss_ce: 0.2752 loss_bbox: 0.174 loss_giou: 0.3278 loss_ce_0: 0.5031 loss_bbox_0: 0.3072 loss_giou_0: 0.5149 loss_ce_1: 0.3872 loss_bbox_1: 0.2105 loss_giou_1: 0.3658 loss_ce_2: 0.3314 loss_bbox_2: 0.1891 loss_giou_2: 0.3393 loss_ce_3: 0.2956 loss_bbox_3: 0.1794 loss_giou_3: 0.33 loss_ce_4: 0.2774 loss_bbox_4: 0.1779 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:48:58] d2.utils.events INFO: eta: 14:23:40 iter: 264739 total_loss: 5.531 loss_ce: 0.2747 loss_bbox: 0.1779 loss_giou: 0.3356 loss_ce_0: 0.4844 loss_bbox_0: 0.2875 loss_giou_0: 0.5095 loss_ce_1: 0.3732 loss_bbox_1: 0.2069 loss_giou_1: 0.3767 loss_ce_2: 0.3236 loss_bbox_2: 0.1919 loss_giou_2: 0.3546 loss_ce_3: 0.2909 loss_bbox_3: 0.183 loss_giou_3: 0.3467 loss_ce_4: 0.2722 loss_bbox_4: 0.1827 loss_giou_4: 0.3444 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:04] d2.utils.events INFO: eta: 14:23:36 iter: 264759 total_loss: 5.521 loss_ce: 0.2822 loss_bbox: 0.1779 loss_giou: 0.3241 loss_ce_0: 0.4969 loss_bbox_0: 0.3068 loss_giou_0: 0.5096 loss_ce_1: 0.3747 loss_bbox_1: 0.2135 loss_giou_1: 0.371 loss_ce_2: 0.3161 loss_bbox_2: 0.193 loss_giou_2: 0.3461 loss_ce_3: 0.292 loss_bbox_3: 0.1874 loss_giou_3: 0.3379 loss_ce_4: 0.2901 loss_bbox_4: 0.1789 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:09] d2.utils.events INFO: eta: 14:23:11 iter: 264779 total_loss: 5.373 loss_ce: 0.2754 loss_bbox: 0.1937 loss_giou: 0.3216 loss_ce_0: 0.4888 loss_bbox_0: 0.3238 loss_giou_0: 0.4885 loss_ce_1: 0.3844 loss_bbox_1: 0.2287 loss_giou_1: 0.3595 loss_ce_2: 0.3157 loss_bbox_2: 0.205 loss_giou_2: 0.332 loss_ce_3: 0.2841 loss_bbox_3: 0.196 loss_giou_3: 0.3283 loss_ce_4: 0.2716 loss_bbox_4: 0.196 loss_giou_4: 0.3242 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:15] d2.utils.events INFO: eta: 14:23:32 iter: 264799 total_loss: 5.818 loss_ce: 0.2766 loss_bbox: 0.1929 loss_giou: 0.3533 loss_ce_0: 0.4929 loss_bbox_0: 0.3138 loss_giou_0: 0.5376 loss_ce_1: 0.3793 loss_bbox_1: 0.2309 loss_giou_1: 0.405 loss_ce_2: 0.3263 loss_bbox_2: 0.2061 loss_giou_2: 0.3711 loss_ce_3: 0.2878 loss_bbox_3: 0.2016 loss_giou_3: 0.3611 loss_ce_4: 0.2779 loss_bbox_4: 0.1923 loss_giou_4: 0.3531 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:21] d2.utils.events INFO: eta: 14:23:40 iter: 264819 total_loss: 5.309 loss_ce: 0.2564 loss_bbox: 0.1677 loss_giou: 0.3278 loss_ce_0: 0.4853 loss_bbox_0: 0.3053 loss_giou_0: 0.5186 loss_ce_1: 0.3591 loss_bbox_1: 0.1951 loss_giou_1: 0.3666 loss_ce_2: 0.3076 loss_bbox_2: 0.1753 loss_giou_2: 0.3453 loss_ce_3: 0.2796 loss_bbox_3: 0.1705 loss_giou_3: 0.3309 loss_ce_4: 0.2619 loss_bbox_4: 0.1708 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:26] d2.utils.events INFO: eta: 14:23:55 iter: 264839 total_loss: 5.549 loss_ce: 0.2759 loss_bbox: 0.1783 loss_giou: 0.319 loss_ce_0: 0.4942 loss_bbox_0: 0.3047 loss_giou_0: 0.5473 loss_ce_1: 0.385 loss_bbox_1: 0.2086 loss_giou_1: 0.3815 loss_ce_2: 0.3199 loss_bbox_2: 0.192 loss_giou_2: 0.3485 loss_ce_3: 0.294 loss_bbox_3: 0.1844 loss_giou_3: 0.3275 loss_ce_4: 0.2852 loss_bbox_4: 0.1795 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:32] d2.utils.events INFO: eta: 14:23:43 iter: 264859 total_loss: 5.477 loss_ce: 0.2831 loss_bbox: 0.1841 loss_giou: 0.3254 loss_ce_0: 0.491 loss_bbox_0: 0.3056 loss_giou_0: 0.5206 loss_ce_1: 0.3934 loss_bbox_1: 0.2065 loss_giou_1: 0.3774 loss_ce_2: 0.3285 loss_bbox_2: 0.1904 loss_giou_2: 0.3475 loss_ce_3: 0.2918 loss_bbox_3: 0.1903 loss_giou_3: 0.3381 loss_ce_4: 0.2802 loss_bbox_4: 0.1863 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:38] d2.utils.events INFO: eta: 14:23:38 iter: 264879 total_loss: 5.511 loss_ce: 0.2683 loss_bbox: 0.1755 loss_giou: 0.3344 loss_ce_0: 0.514 loss_bbox_0: 0.3032 loss_giou_0: 0.5142 loss_ce_1: 0.3872 loss_bbox_1: 0.2196 loss_giou_1: 0.3803 loss_ce_2: 0.3259 loss_bbox_2: 0.1912 loss_giou_2: 0.3512 loss_ce_3: 0.291 loss_bbox_3: 0.1879 loss_giou_3: 0.346 loss_ce_4: 0.2748 loss_bbox_4: 0.1836 loss_giou_4: 0.3401 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:43] d2.utils.events INFO: eta: 14:23:32 iter: 264899 total_loss: 5.616 loss_ce: 0.2845 loss_bbox: 0.1803 loss_giou: 0.3299 loss_ce_0: 0.4948 loss_bbox_0: 0.3002 loss_giou_0: 0.5368 loss_ce_1: 0.3876 loss_bbox_1: 0.2076 loss_giou_1: 0.3803 loss_ce_2: 0.3226 loss_bbox_2: 0.1909 loss_giou_2: 0.3493 loss_ce_3: 0.2957 loss_bbox_3: 0.1802 loss_giou_3: 0.3352 loss_ce_4: 0.2878 loss_bbox_4: 0.1797 loss_giou_4: 0.3345 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:49] d2.utils.events INFO: eta: 14:23:12 iter: 264919 total_loss: 5.224 loss_ce: 0.2618 loss_bbox: 0.1859 loss_giou: 0.3044 loss_ce_0: 0.4793 loss_bbox_0: 0.3013 loss_giou_0: 0.4633 loss_ce_1: 0.3657 loss_bbox_1: 0.2055 loss_giou_1: 0.3339 loss_ce_2: 0.3093 loss_bbox_2: 0.1962 loss_giou_2: 0.3171 loss_ce_3: 0.2685 loss_bbox_3: 0.1863 loss_giou_3: 0.3122 loss_ce_4: 0.2633 loss_bbox_4: 0.1852 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:49:54] d2.utils.events INFO: eta: 14:23:07 iter: 264939 total_loss: 5.541 loss_ce: 0.2762 loss_bbox: 0.1901 loss_giou: 0.3335 loss_ce_0: 0.4874 loss_bbox_0: 0.3196 loss_giou_0: 0.4984 loss_ce_1: 0.3732 loss_bbox_1: 0.2211 loss_giou_1: 0.3717 loss_ce_2: 0.3272 loss_bbox_2: 0.2067 loss_giou_2: 0.351 loss_ce_3: 0.298 loss_bbox_3: 0.1974 loss_giou_3: 0.343 loss_ce_4: 0.2834 loss_bbox_4: 0.1927 loss_giou_4: 0.3387 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:00] d2.utils.events INFO: eta: 14:22:55 iter: 264959 total_loss: 5.507 loss_ce: 0.2733 loss_bbox: 0.1754 loss_giou: 0.3358 loss_ce_0: 0.4844 loss_bbox_0: 0.2987 loss_giou_0: 0.5034 loss_ce_1: 0.3716 loss_bbox_1: 0.2024 loss_giou_1: 0.3762 loss_ce_2: 0.3223 loss_bbox_2: 0.1851 loss_giou_2: 0.3468 loss_ce_3: 0.2922 loss_bbox_3: 0.1787 loss_giou_3: 0.3425 loss_ce_4: 0.2751 loss_bbox_4: 0.1754 loss_giou_4: 0.3379 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:06] d2.utils.events INFO: eta: 14:22:22 iter: 264979 total_loss: 5.464 loss_ce: 0.2492 loss_bbox: 0.1849 loss_giou: 0.3312 loss_ce_0: 0.4831 loss_bbox_0: 0.294 loss_giou_0: 0.486 loss_ce_1: 0.3736 loss_bbox_1: 0.216 loss_giou_1: 0.374 loss_ce_2: 0.3043 loss_bbox_2: 0.1993 loss_giou_2: 0.3502 loss_ce_3: 0.2593 loss_bbox_3: 0.1899 loss_giou_3: 0.337 loss_ce_4: 0.2584 loss_bbox_4: 0.1884 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:11] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0264999.pth [11/03 10:50:14] d2.utils.events INFO: eta: 14:22:37 iter: 264999 total_loss: 5.639 loss_ce: 0.2892 loss_bbox: 0.1965 loss_giou: 0.3271 loss_ce_0: 0.4934 loss_bbox_0: 0.3295 loss_giou_0: 0.5056 loss_ce_1: 0.3903 loss_bbox_1: 0.2337 loss_giou_1: 0.3738 loss_ce_2: 0.3238 loss_bbox_2: 0.2126 loss_giou_2: 0.3452 loss_ce_3: 0.2945 loss_bbox_3: 0.2027 loss_giou_3: 0.3351 loss_ce_4: 0.2852 loss_bbox_4: 0.1984 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:19] d2.utils.events INFO: eta: 14:22:40 iter: 265019 total_loss: 5.606 loss_ce: 0.2827 loss_bbox: 0.1886 loss_giou: 0.328 loss_ce_0: 0.4916 loss_bbox_0: 0.3064 loss_giou_0: 0.5181 loss_ce_1: 0.4018 loss_bbox_1: 0.2256 loss_giou_1: 0.3791 loss_ce_2: 0.3391 loss_bbox_2: 0.1965 loss_giou_2: 0.3512 loss_ce_3: 0.2925 loss_bbox_3: 0.1933 loss_giou_3: 0.3358 loss_ce_4: 0.2845 loss_bbox_4: 0.1809 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:25] d2.utils.events INFO: eta: 14:22:36 iter: 265039 total_loss: 5.746 loss_ce: 0.2938 loss_bbox: 0.1752 loss_giou: 0.3438 loss_ce_0: 0.495 loss_bbox_0: 0.3087 loss_giou_0: 0.5347 loss_ce_1: 0.3813 loss_bbox_1: 0.2154 loss_giou_1: 0.4011 loss_ce_2: 0.3265 loss_bbox_2: 0.1908 loss_giou_2: 0.3704 loss_ce_3: 0.3067 loss_bbox_3: 0.1826 loss_giou_3: 0.36 loss_ce_4: 0.2967 loss_bbox_4: 0.1755 loss_giou_4: 0.3486 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:31] d2.utils.events INFO: eta: 14:22:28 iter: 265059 total_loss: 5.499 loss_ce: 0.2769 loss_bbox: 0.1654 loss_giou: 0.346 loss_ce_0: 0.4748 loss_bbox_0: 0.2905 loss_giou_0: 0.5323 loss_ce_1: 0.3716 loss_bbox_1: 0.1903 loss_giou_1: 0.3901 loss_ce_2: 0.3131 loss_bbox_2: 0.1749 loss_giou_2: 0.3623 loss_ce_3: 0.2785 loss_bbox_3: 0.1701 loss_giou_3: 0.3581 loss_ce_4: 0.274 loss_bbox_4: 0.1686 loss_giou_4: 0.3486 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:36] d2.utils.events INFO: eta: 14:22:15 iter: 265079 total_loss: 5.564 loss_ce: 0.2533 loss_bbox: 0.1804 loss_giou: 0.3178 loss_ce_0: 0.4708 loss_bbox_0: 0.2968 loss_giou_0: 0.5014 loss_ce_1: 0.3606 loss_bbox_1: 0.2133 loss_giou_1: 0.3711 loss_ce_2: 0.3059 loss_bbox_2: 0.1945 loss_giou_2: 0.3464 loss_ce_3: 0.271 loss_bbox_3: 0.1891 loss_giou_3: 0.3348 loss_ce_4: 0.2543 loss_bbox_4: 0.1857 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:42] d2.utils.events INFO: eta: 14:21:49 iter: 265099 total_loss: 5.164 loss_ce: 0.2442 loss_bbox: 0.1626 loss_giou: 0.3146 loss_ce_0: 0.4561 loss_bbox_0: 0.2829 loss_giou_0: 0.5025 loss_ce_1: 0.3434 loss_bbox_1: 0.1935 loss_giou_1: 0.3621 loss_ce_2: 0.2815 loss_bbox_2: 0.1787 loss_giou_2: 0.3364 loss_ce_3: 0.2665 loss_bbox_3: 0.1736 loss_giou_3: 0.3212 loss_ce_4: 0.2463 loss_bbox_4: 0.1665 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:48] d2.utils.events INFO: eta: 14:21:49 iter: 265119 total_loss: 5.202 loss_ce: 0.2503 loss_bbox: 0.1713 loss_giou: 0.314 loss_ce_0: 0.4852 loss_bbox_0: 0.2888 loss_giou_0: 0.4546 loss_ce_1: 0.3684 loss_bbox_1: 0.201 loss_giou_1: 0.347 loss_ce_2: 0.3066 loss_bbox_2: 0.1864 loss_giou_2: 0.3319 loss_ce_3: 0.2732 loss_bbox_3: 0.1767 loss_giou_3: 0.3185 loss_ce_4: 0.2547 loss_bbox_4: 0.1732 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:53] d2.utils.events INFO: eta: 14:21:54 iter: 265139 total_loss: 5.538 loss_ce: 0.2742 loss_bbox: 0.1731 loss_giou: 0.3285 loss_ce_0: 0.4917 loss_bbox_0: 0.2986 loss_giou_0: 0.5081 loss_ce_1: 0.3876 loss_bbox_1: 0.2076 loss_giou_1: 0.3703 loss_ce_2: 0.3196 loss_bbox_2: 0.1872 loss_giou_2: 0.3498 loss_ce_3: 0.2874 loss_bbox_3: 0.1754 loss_giou_3: 0.3372 loss_ce_4: 0.2771 loss_bbox_4: 0.1733 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:50:59] d2.utils.events INFO: eta: 14:21:56 iter: 265159 total_loss: 5.606 loss_ce: 0.2858 loss_bbox: 0.1699 loss_giou: 0.3556 loss_ce_0: 0.4987 loss_bbox_0: 0.2946 loss_giou_0: 0.5427 loss_ce_1: 0.3919 loss_bbox_1: 0.2081 loss_giou_1: 0.4051 loss_ce_2: 0.3258 loss_bbox_2: 0.1883 loss_giou_2: 0.378 loss_ce_3: 0.2928 loss_bbox_3: 0.181 loss_giou_3: 0.3624 loss_ce_4: 0.2821 loss_bbox_4: 0.1741 loss_giou_4: 0.3591 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:05] d2.utils.events INFO: eta: 14:21:51 iter: 265179 total_loss: 5.374 loss_ce: 0.2547 loss_bbox: 0.1757 loss_giou: 0.3067 loss_ce_0: 0.4703 loss_bbox_0: 0.3056 loss_giou_0: 0.4952 loss_ce_1: 0.3596 loss_bbox_1: 0.2129 loss_giou_1: 0.3628 loss_ce_2: 0.3 loss_bbox_2: 0.1939 loss_giou_2: 0.3338 loss_ce_3: 0.2735 loss_bbox_3: 0.1831 loss_giou_3: 0.3222 loss_ce_4: 0.2588 loss_bbox_4: 0.1787 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:10] d2.utils.events INFO: eta: 14:21:41 iter: 265199 total_loss: 5.499 loss_ce: 0.2799 loss_bbox: 0.172 loss_giou: 0.3312 loss_ce_0: 0.4992 loss_bbox_0: 0.2999 loss_giou_0: 0.5243 loss_ce_1: 0.3959 loss_bbox_1: 0.201 loss_giou_1: 0.3899 loss_ce_2: 0.3298 loss_bbox_2: 0.1845 loss_giou_2: 0.3564 loss_ce_3: 0.2943 loss_bbox_3: 0.1796 loss_giou_3: 0.3463 loss_ce_4: 0.2823 loss_bbox_4: 0.1768 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:16] d2.utils.events INFO: eta: 14:21:15 iter: 265219 total_loss: 5.632 loss_ce: 0.2964 loss_bbox: 0.1757 loss_giou: 0.3104 loss_ce_0: 0.5025 loss_bbox_0: 0.3015 loss_giou_0: 0.4925 loss_ce_1: 0.3932 loss_bbox_1: 0.207 loss_giou_1: 0.3635 loss_ce_2: 0.3432 loss_bbox_2: 0.1881 loss_giou_2: 0.3328 loss_ce_3: 0.3179 loss_bbox_3: 0.1819 loss_giou_3: 0.3175 loss_ce_4: 0.2961 loss_bbox_4: 0.1787 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:22] d2.utils.events INFO: eta: 14:21:07 iter: 265239 total_loss: 5.52 loss_ce: 0.2662 loss_bbox: 0.196 loss_giou: 0.3143 loss_ce_0: 0.4842 loss_bbox_0: 0.3215 loss_giou_0: 0.491 loss_ce_1: 0.3739 loss_bbox_1: 0.2371 loss_giou_1: 0.3775 loss_ce_2: 0.3226 loss_bbox_2: 0.215 loss_giou_2: 0.3358 loss_ce_3: 0.2906 loss_bbox_3: 0.2043 loss_giou_3: 0.3236 loss_ce_4: 0.2737 loss_bbox_4: 0.1966 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:27] d2.utils.events INFO: eta: 14:21:04 iter: 265259 total_loss: 5.087 loss_ce: 0.2392 loss_bbox: 0.1617 loss_giou: 0.3113 loss_ce_0: 0.4575 loss_bbox_0: 0.2903 loss_giou_0: 0.4983 loss_ce_1: 0.3445 loss_bbox_1: 0.1919 loss_giou_1: 0.3533 loss_ce_2: 0.2864 loss_bbox_2: 0.1717 loss_giou_2: 0.3274 loss_ce_3: 0.2488 loss_bbox_3: 0.1685 loss_giou_3: 0.3162 loss_ce_4: 0.2379 loss_bbox_4: 0.1655 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:33] d2.utils.events INFO: eta: 14:20:13 iter: 265279 total_loss: 4.966 loss_ce: 0.2328 loss_bbox: 0.1884 loss_giou: 0.3224 loss_ce_0: 0.4579 loss_bbox_0: 0.307 loss_giou_0: 0.4587 loss_ce_1: 0.346 loss_bbox_1: 0.2215 loss_giou_1: 0.3659 loss_ce_2: 0.2766 loss_bbox_2: 0.2044 loss_giou_2: 0.3385 loss_ce_3: 0.2576 loss_bbox_3: 0.1938 loss_giou_3: 0.3236 loss_ce_4: 0.2391 loss_bbox_4: 0.1944 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:39] d2.utils.events INFO: eta: 14:20:13 iter: 265299 total_loss: 5.248 loss_ce: 0.2739 loss_bbox: 0.1782 loss_giou: 0.3047 loss_ce_0: 0.4817 loss_bbox_0: 0.3113 loss_giou_0: 0.4813 loss_ce_1: 0.3702 loss_bbox_1: 0.2207 loss_giou_1: 0.3601 loss_ce_2: 0.312 loss_bbox_2: 0.1984 loss_giou_2: 0.3275 loss_ce_3: 0.2743 loss_bbox_3: 0.1898 loss_giou_3: 0.3157 loss_ce_4: 0.2706 loss_bbox_4: 0.1833 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:44] d2.utils.events INFO: eta: 14:20:14 iter: 265319 total_loss: 5.598 loss_ce: 0.2855 loss_bbox: 0.1814 loss_giou: 0.3473 loss_ce_0: 0.4905 loss_bbox_0: 0.3077 loss_giou_0: 0.5302 loss_ce_1: 0.393 loss_bbox_1: 0.2147 loss_giou_1: 0.3897 loss_ce_2: 0.3139 loss_bbox_2: 0.1974 loss_giou_2: 0.3695 loss_ce_3: 0.2889 loss_bbox_3: 0.1878 loss_giou_3: 0.3542 loss_ce_4: 0.2813 loss_bbox_4: 0.1857 loss_giou_4: 0.3549 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:50] d2.utils.events INFO: eta: 14:20:26 iter: 265339 total_loss: 5.48 loss_ce: 0.2557 loss_bbox: 0.1662 loss_giou: 0.3348 loss_ce_0: 0.4871 loss_bbox_0: 0.2954 loss_giou_0: 0.5079 loss_ce_1: 0.3674 loss_bbox_1: 0.2047 loss_giou_1: 0.3825 loss_ce_2: 0.3063 loss_bbox_2: 0.175 loss_giou_2: 0.3479 loss_ce_3: 0.2644 loss_bbox_3: 0.171 loss_giou_3: 0.3416 loss_ce_4: 0.2563 loss_bbox_4: 0.1676 loss_giou_4: 0.3394 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 10:51:56] d2.utils.events INFO: eta: 14:20:03 iter: 265359 total_loss: 5.434 loss_ce: 0.273 loss_bbox: 0.1693 loss_giou: 0.3222 loss_ce_0: 0.4937 loss_bbox_0: 0.2912 loss_giou_0: 0.4891 loss_ce_1: 0.3803 loss_bbox_1: 0.1998 loss_giou_1: 0.3801 loss_ce_2: 0.3266 loss_bbox_2: 0.182 loss_giou_2: 0.3498 loss_ce_3: 0.2918 loss_bbox_3: 0.1761 loss_giou_3: 0.3406 loss_ce_4: 0.2724 loss_bbox_4: 0.1728 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:01] d2.utils.events INFO: eta: 14:20:06 iter: 265379 total_loss: 5.635 loss_ce: 0.2687 loss_bbox: 0.1893 loss_giou: 0.3271 loss_ce_0: 0.4908 loss_bbox_0: 0.311 loss_giou_0: 0.5153 loss_ce_1: 0.3719 loss_bbox_1: 0.2229 loss_giou_1: 0.3836 loss_ce_2: 0.3324 loss_bbox_2: 0.2011 loss_giou_2: 0.3458 loss_ce_3: 0.2921 loss_bbox_3: 0.1952 loss_giou_3: 0.3402 loss_ce_4: 0.2686 loss_bbox_4: 0.1935 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:07] d2.utils.events INFO: eta: 14:19:56 iter: 265399 total_loss: 5.205 loss_ce: 0.2391 loss_bbox: 0.166 loss_giou: 0.3211 loss_ce_0: 0.4715 loss_bbox_0: 0.3013 loss_giou_0: 0.5024 loss_ce_1: 0.3528 loss_bbox_1: 0.2088 loss_giou_1: 0.3739 loss_ce_2: 0.2788 loss_bbox_2: 0.1839 loss_giou_2: 0.3398 loss_ce_3: 0.2507 loss_bbox_3: 0.1763 loss_giou_3: 0.3298 loss_ce_4: 0.2381 loss_bbox_4: 0.1694 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:13] d2.utils.events INFO: eta: 14:19:46 iter: 265419 total_loss: 5.191 loss_ce: 0.2531 loss_bbox: 0.1723 loss_giou: 0.3057 loss_ce_0: 0.4752 loss_bbox_0: 0.2897 loss_giou_0: 0.4857 loss_ce_1: 0.3762 loss_bbox_1: 0.2037 loss_giou_1: 0.3639 loss_ce_2: 0.3123 loss_bbox_2: 0.1821 loss_giou_2: 0.3279 loss_ce_3: 0.283 loss_bbox_3: 0.1769 loss_giou_3: 0.3193 loss_ce_4: 0.2582 loss_bbox_4: 0.1769 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:18] d2.utils.events INFO: eta: 14:19:52 iter: 265439 total_loss: 5.424 loss_ce: 0.277 loss_bbox: 0.1663 loss_giou: 0.3156 loss_ce_0: 0.4785 loss_bbox_0: 0.2956 loss_giou_0: 0.5024 loss_ce_1: 0.3711 loss_bbox_1: 0.2013 loss_giou_1: 0.3708 loss_ce_2: 0.315 loss_bbox_2: 0.1775 loss_giou_2: 0.338 loss_ce_3: 0.289 loss_bbox_3: 0.1744 loss_giou_3: 0.3256 loss_ce_4: 0.2799 loss_bbox_4: 0.1652 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:24] d2.utils.events INFO: eta: 14:20:03 iter: 265459 total_loss: 5.657 loss_ce: 0.2914 loss_bbox: 0.1754 loss_giou: 0.33 loss_ce_0: 0.4986 loss_bbox_0: 0.3027 loss_giou_0: 0.5047 loss_ce_1: 0.3902 loss_bbox_1: 0.2097 loss_giou_1: 0.3791 loss_ce_2: 0.3355 loss_bbox_2: 0.186 loss_giou_2: 0.3468 loss_ce_3: 0.3029 loss_bbox_3: 0.1845 loss_giou_3: 0.339 loss_ce_4: 0.2961 loss_bbox_4: 0.1811 loss_giou_4: 0.3369 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:29] d2.utils.events INFO: eta: 14:19:57 iter: 265479 total_loss: 5.424 loss_ce: 0.2625 loss_bbox: 0.1716 loss_giou: 0.3319 loss_ce_0: 0.4871 loss_bbox_0: 0.3014 loss_giou_0: 0.5436 loss_ce_1: 0.3869 loss_bbox_1: 0.2011 loss_giou_1: 0.3876 loss_ce_2: 0.3146 loss_bbox_2: 0.1832 loss_giou_2: 0.3539 loss_ce_3: 0.2827 loss_bbox_3: 0.1789 loss_giou_3: 0.3386 loss_ce_4: 0.2646 loss_bbox_4: 0.1748 loss_giou_4: 0.3363 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:35] d2.utils.events INFO: eta: 14:19:34 iter: 265499 total_loss: 5.445 loss_ce: 0.2684 loss_bbox: 0.1758 loss_giou: 0.3467 loss_ce_0: 0.4725 loss_bbox_0: 0.2929 loss_giou_0: 0.5193 loss_ce_1: 0.378 loss_bbox_1: 0.2112 loss_giou_1: 0.3872 loss_ce_2: 0.303 loss_bbox_2: 0.1949 loss_giou_2: 0.3642 loss_ce_3: 0.2732 loss_bbox_3: 0.1831 loss_giou_3: 0.3581 loss_ce_4: 0.2576 loss_bbox_4: 0.1765 loss_giou_4: 0.3497 time: 0.2800 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:41] d2.utils.events INFO: eta: 14:19:46 iter: 265519 total_loss: 5.418 loss_ce: 0.2624 loss_bbox: 0.1706 loss_giou: 0.3433 loss_ce_0: 0.4772 loss_bbox_0: 0.2936 loss_giou_0: 0.5339 loss_ce_1: 0.3691 loss_bbox_1: 0.2057 loss_giou_1: 0.3945 loss_ce_2: 0.3007 loss_bbox_2: 0.1947 loss_giou_2: 0.3752 loss_ce_3: 0.2748 loss_bbox_3: 0.1781 loss_giou_3: 0.3558 loss_ce_4: 0.255 loss_bbox_4: 0.1709 loss_giou_4: 0.3457 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:47] d2.utils.events INFO: eta: 14:19:24 iter: 265539 total_loss: 5.538 loss_ce: 0.2819 loss_bbox: 0.1953 loss_giou: 0.3165 loss_ce_0: 0.5098 loss_bbox_0: 0.3313 loss_giou_0: 0.4784 loss_ce_1: 0.3922 loss_bbox_1: 0.2274 loss_giou_1: 0.359 loss_ce_2: 0.3306 loss_bbox_2: 0.212 loss_giou_2: 0.3311 loss_ce_3: 0.3049 loss_bbox_3: 0.2024 loss_giou_3: 0.3213 loss_ce_4: 0.2867 loss_bbox_4: 0.2012 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:52] d2.utils.events INFO: eta: 14:19:07 iter: 265559 total_loss: 5.676 loss_ce: 0.2843 loss_bbox: 0.1808 loss_giou: 0.3434 loss_ce_0: 0.4912 loss_bbox_0: 0.3128 loss_giou_0: 0.5183 loss_ce_1: 0.3929 loss_bbox_1: 0.2085 loss_giou_1: 0.3781 loss_ce_2: 0.317 loss_bbox_2: 0.1901 loss_giou_2: 0.3462 loss_ce_3: 0.2919 loss_bbox_3: 0.1872 loss_giou_3: 0.3492 loss_ce_4: 0.2857 loss_bbox_4: 0.1842 loss_giou_4: 0.3496 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:52:58] d2.utils.events INFO: eta: 14:19:05 iter: 265579 total_loss: 5.686 loss_ce: 0.2845 loss_bbox: 0.1898 loss_giou: 0.3333 loss_ce_0: 0.4936 loss_bbox_0: 0.3147 loss_giou_0: 0.5224 loss_ce_1: 0.3908 loss_bbox_1: 0.2179 loss_giou_1: 0.3856 loss_ce_2: 0.3247 loss_bbox_2: 0.1999 loss_giou_2: 0.3497 loss_ce_3: 0.2941 loss_bbox_3: 0.1896 loss_giou_3: 0.3443 loss_ce_4: 0.2848 loss_bbox_4: 0.1885 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:04] d2.utils.events INFO: eta: 14:19:01 iter: 265599 total_loss: 5.526 loss_ce: 0.2612 loss_bbox: 0.1802 loss_giou: 0.3407 loss_ce_0: 0.5012 loss_bbox_0: 0.2953 loss_giou_0: 0.5166 loss_ce_1: 0.3766 loss_bbox_1: 0.2057 loss_giou_1: 0.3861 loss_ce_2: 0.3143 loss_bbox_2: 0.1864 loss_giou_2: 0.3597 loss_ce_3: 0.2827 loss_bbox_3: 0.1817 loss_giou_3: 0.3538 loss_ce_4: 0.2615 loss_bbox_4: 0.1777 loss_giou_4: 0.3473 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:09] d2.utils.events INFO: eta: 14:18:32 iter: 265619 total_loss: 5.233 loss_ce: 0.2674 loss_bbox: 0.177 loss_giou: 0.3171 loss_ce_0: 0.4714 loss_bbox_0: 0.2962 loss_giou_0: 0.483 loss_ce_1: 0.3958 loss_bbox_1: 0.2037 loss_giou_1: 0.3594 loss_ce_2: 0.319 loss_bbox_2: 0.1887 loss_giou_2: 0.3371 loss_ce_3: 0.2869 loss_bbox_3: 0.1848 loss_giou_3: 0.3209 loss_ce_4: 0.2653 loss_bbox_4: 0.1791 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:15] d2.utils.events INFO: eta: 14:18:23 iter: 265639 total_loss: 5.377 loss_ce: 0.2799 loss_bbox: 0.1715 loss_giou: 0.3225 loss_ce_0: 0.4725 loss_bbox_0: 0.2955 loss_giou_0: 0.5235 loss_ce_1: 0.3735 loss_bbox_1: 0.204 loss_giou_1: 0.3714 loss_ce_2: 0.3171 loss_bbox_2: 0.1862 loss_giou_2: 0.3469 loss_ce_3: 0.2809 loss_bbox_3: 0.1814 loss_giou_3: 0.3293 loss_ce_4: 0.2785 loss_bbox_4: 0.1759 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:21] d2.utils.events INFO: eta: 14:18:44 iter: 265659 total_loss: 5.322 loss_ce: 0.2651 loss_bbox: 0.1668 loss_giou: 0.3321 loss_ce_0: 0.486 loss_bbox_0: 0.2809 loss_giou_0: 0.5157 loss_ce_1: 0.3706 loss_bbox_1: 0.2039 loss_giou_1: 0.3801 loss_ce_2: 0.307 loss_bbox_2: 0.1816 loss_giou_2: 0.3511 loss_ce_3: 0.2832 loss_bbox_3: 0.1745 loss_giou_3: 0.3432 loss_ce_4: 0.2665 loss_bbox_4: 0.1722 loss_giou_4: 0.3436 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:26] d2.utils.events INFO: eta: 14:18:56 iter: 265679 total_loss: 5.434 loss_ce: 0.2596 loss_bbox: 0.1892 loss_giou: 0.321 loss_ce_0: 0.4644 loss_bbox_0: 0.3133 loss_giou_0: 0.504 loss_ce_1: 0.3625 loss_bbox_1: 0.2102 loss_giou_1: 0.3647 loss_ce_2: 0.3023 loss_bbox_2: 0.199 loss_giou_2: 0.3476 loss_ce_3: 0.2788 loss_bbox_3: 0.1949 loss_giou_3: 0.3293 loss_ce_4: 0.2641 loss_bbox_4: 0.1908 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:32] d2.utils.events INFO: eta: 14:18:50 iter: 265699 total_loss: 5.467 loss_ce: 0.2697 loss_bbox: 0.175 loss_giou: 0.3287 loss_ce_0: 0.4918 loss_bbox_0: 0.3019 loss_giou_0: 0.5047 loss_ce_1: 0.3867 loss_bbox_1: 0.21 loss_giou_1: 0.3685 loss_ce_2: 0.3209 loss_bbox_2: 0.1892 loss_giou_2: 0.3433 loss_ce_3: 0.2935 loss_bbox_3: 0.1808 loss_giou_3: 0.3348 loss_ce_4: 0.2728 loss_bbox_4: 0.178 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:38] d2.utils.events INFO: eta: 14:18:45 iter: 265719 total_loss: 5.502 loss_ce: 0.2689 loss_bbox: 0.1632 loss_giou: 0.3312 loss_ce_0: 0.4807 loss_bbox_0: 0.2831 loss_giou_0: 0.5158 loss_ce_1: 0.3766 loss_bbox_1: 0.1897 loss_giou_1: 0.3697 loss_ce_2: 0.3217 loss_bbox_2: 0.1807 loss_giou_2: 0.3412 loss_ce_3: 0.2795 loss_bbox_3: 0.1726 loss_giou_3: 0.337 loss_ce_4: 0.27 loss_bbox_4: 0.1666 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:44] d2.utils.events INFO: eta: 14:19:11 iter: 265739 total_loss: 5.661 loss_ce: 0.279 loss_bbox: 0.1751 loss_giou: 0.3371 loss_ce_0: 0.4779 loss_bbox_0: 0.3085 loss_giou_0: 0.5063 loss_ce_1: 0.3692 loss_bbox_1: 0.2093 loss_giou_1: 0.376 loss_ce_2: 0.3196 loss_bbox_2: 0.1918 loss_giou_2: 0.3435 loss_ce_3: 0.295 loss_bbox_3: 0.1875 loss_giou_3: 0.3397 loss_ce_4: 0.2884 loss_bbox_4: 0.1761 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:49] d2.utils.events INFO: eta: 14:19:05 iter: 265759 total_loss: 5.661 loss_ce: 0.2919 loss_bbox: 0.1833 loss_giou: 0.3311 loss_ce_0: 0.4993 loss_bbox_0: 0.3011 loss_giou_0: 0.5334 loss_ce_1: 0.3887 loss_bbox_1: 0.2132 loss_giou_1: 0.3842 loss_ce_2: 0.3386 loss_bbox_2: 0.1991 loss_giou_2: 0.351 loss_ce_3: 0.3002 loss_bbox_3: 0.1888 loss_giou_3: 0.3387 loss_ce_4: 0.2893 loss_bbox_4: 0.1831 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 10:53:55] d2.utils.events INFO: eta: 14:18:59 iter: 265779 total_loss: 5.34 loss_ce: 0.2461 loss_bbox: 0.1834 loss_giou: 0.3293 loss_ce_0: 0.4854 loss_bbox_0: 0.2952 loss_giou_0: 0.5075 loss_ce_1: 0.3627 loss_bbox_1: 0.2067 loss_giou_1: 0.3711 loss_ce_2: 0.2879 loss_bbox_2: 0.1909 loss_giou_2: 0.3402 loss_ce_3: 0.2496 loss_bbox_3: 0.1874 loss_giou_3: 0.3357 loss_ce_4: 0.2472 loss_bbox_4: 0.1842 loss_giou_4: 0.3342 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:01] d2.utils.events INFO: eta: 14:18:51 iter: 265799 total_loss: 5.379 loss_ce: 0.2651 loss_bbox: 0.1828 loss_giou: 0.3163 loss_ce_0: 0.4817 loss_bbox_0: 0.3095 loss_giou_0: 0.4867 loss_ce_1: 0.3728 loss_bbox_1: 0.212 loss_giou_1: 0.3553 loss_ce_2: 0.306 loss_bbox_2: 0.1905 loss_giou_2: 0.327 loss_ce_3: 0.2745 loss_bbox_3: 0.1878 loss_giou_3: 0.3259 loss_ce_4: 0.2677 loss_bbox_4: 0.1852 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:06] d2.utils.events INFO: eta: 14:18:49 iter: 265819 total_loss: 5.28 loss_ce: 0.2728 loss_bbox: 0.1682 loss_giou: 0.3222 loss_ce_0: 0.4785 loss_bbox_0: 0.3 loss_giou_0: 0.4889 loss_ce_1: 0.3689 loss_bbox_1: 0.2009 loss_giou_1: 0.3671 loss_ce_2: 0.3094 loss_bbox_2: 0.1865 loss_giou_2: 0.3347 loss_ce_3: 0.2821 loss_bbox_3: 0.177 loss_giou_3: 0.3281 loss_ce_4: 0.2765 loss_bbox_4: 0.1748 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:12] d2.utils.events INFO: eta: 14:18:43 iter: 265839 total_loss: 5.646 loss_ce: 0.2909 loss_bbox: 0.1719 loss_giou: 0.3378 loss_ce_0: 0.5023 loss_bbox_0: 0.3128 loss_giou_0: 0.5207 loss_ce_1: 0.4073 loss_bbox_1: 0.2024 loss_giou_1: 0.3824 loss_ce_2: 0.3393 loss_bbox_2: 0.1854 loss_giou_2: 0.3545 loss_ce_3: 0.3074 loss_bbox_3: 0.1753 loss_giou_3: 0.3482 loss_ce_4: 0.2938 loss_bbox_4: 0.1772 loss_giou_4: 0.345 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:18] d2.utils.events INFO: eta: 14:18:37 iter: 265859 total_loss: 5.529 loss_ce: 0.273 loss_bbox: 0.1715 loss_giou: 0.3235 loss_ce_0: 0.4741 loss_bbox_0: 0.2942 loss_giou_0: 0.4942 loss_ce_1: 0.366 loss_bbox_1: 0.1992 loss_giou_1: 0.3651 loss_ce_2: 0.3173 loss_bbox_2: 0.1861 loss_giou_2: 0.3377 loss_ce_3: 0.2857 loss_bbox_3: 0.1823 loss_giou_3: 0.3302 loss_ce_4: 0.2726 loss_bbox_4: 0.1758 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:23] d2.utils.events INFO: eta: 14:17:49 iter: 265879 total_loss: 5.531 loss_ce: 0.2764 loss_bbox: 0.179 loss_giou: 0.3312 loss_ce_0: 0.486 loss_bbox_0: 0.3072 loss_giou_0: 0.5114 loss_ce_1: 0.3712 loss_bbox_1: 0.214 loss_giou_1: 0.3786 loss_ce_2: 0.306 loss_bbox_2: 0.1915 loss_giou_2: 0.3528 loss_ce_3: 0.2729 loss_bbox_3: 0.1856 loss_giou_3: 0.3357 loss_ce_4: 0.271 loss_bbox_4: 0.182 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:29] d2.utils.events INFO: eta: 14:18:07 iter: 265899 total_loss: 5.547 loss_ce: 0.2792 loss_bbox: 0.1905 loss_giou: 0.3319 loss_ce_0: 0.4809 loss_bbox_0: 0.3196 loss_giou_0: 0.5172 loss_ce_1: 0.3812 loss_bbox_1: 0.2293 loss_giou_1: 0.3822 loss_ce_2: 0.3129 loss_bbox_2: 0.2084 loss_giou_2: 0.3554 loss_ce_3: 0.2903 loss_bbox_3: 0.2065 loss_giou_3: 0.3438 loss_ce_4: 0.2826 loss_bbox_4: 0.1925 loss_giou_4: 0.3368 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:35] d2.utils.events INFO: eta: 14:18:02 iter: 265919 total_loss: 5.554 loss_ce: 0.2719 loss_bbox: 0.1821 loss_giou: 0.3367 loss_ce_0: 0.4851 loss_bbox_0: 0.307 loss_giou_0: 0.5138 loss_ce_1: 0.3843 loss_bbox_1: 0.2156 loss_giou_1: 0.3961 loss_ce_2: 0.3179 loss_bbox_2: 0.1973 loss_giou_2: 0.3612 loss_ce_3: 0.2883 loss_bbox_3: 0.1946 loss_giou_3: 0.3465 loss_ce_4: 0.2764 loss_bbox_4: 0.189 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:40] d2.utils.events INFO: eta: 14:18:15 iter: 265939 total_loss: 5.909 loss_ce: 0.2959 loss_bbox: 0.1927 loss_giou: 0.3414 loss_ce_0: 0.5032 loss_bbox_0: 0.3173 loss_giou_0: 0.5312 loss_ce_1: 0.3872 loss_bbox_1: 0.2268 loss_giou_1: 0.3992 loss_ce_2: 0.3239 loss_bbox_2: 0.2054 loss_giou_2: 0.3685 loss_ce_3: 0.3031 loss_bbox_3: 0.1995 loss_giou_3: 0.3575 loss_ce_4: 0.2958 loss_bbox_4: 0.1938 loss_giou_4: 0.3487 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:46] d2.utils.events INFO: eta: 14:18:18 iter: 265959 total_loss: 5.166 loss_ce: 0.2533 loss_bbox: 0.1671 loss_giou: 0.3088 loss_ce_0: 0.4624 loss_bbox_0: 0.2887 loss_giou_0: 0.4855 loss_ce_1: 0.3522 loss_bbox_1: 0.1863 loss_giou_1: 0.3487 loss_ce_2: 0.2912 loss_bbox_2: 0.1769 loss_giou_2: 0.3288 loss_ce_3: 0.2599 loss_bbox_3: 0.1713 loss_giou_3: 0.3185 loss_ce_4: 0.2598 loss_bbox_4: 0.1677 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:52] d2.utils.events INFO: eta: 14:18:26 iter: 265979 total_loss: 5.765 loss_ce: 0.2692 loss_bbox: 0.1766 loss_giou: 0.3531 loss_ce_0: 0.4903 loss_bbox_0: 0.2946 loss_giou_0: 0.5393 loss_ce_1: 0.3818 loss_bbox_1: 0.2101 loss_giou_1: 0.4051 loss_ce_2: 0.3046 loss_bbox_2: 0.1951 loss_giou_2: 0.3755 loss_ce_3: 0.2749 loss_bbox_3: 0.1849 loss_giou_3: 0.3688 loss_ce_4: 0.2728 loss_bbox_4: 0.1831 loss_giou_4: 0.3603 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:54:57] d2.utils.events INFO: eta: 14:18:29 iter: 265999 total_loss: 5.494 loss_ce: 0.2765 loss_bbox: 0.1736 loss_giou: 0.3201 loss_ce_0: 0.4886 loss_bbox_0: 0.307 loss_giou_0: 0.4979 loss_ce_1: 0.3833 loss_bbox_1: 0.2071 loss_giou_1: 0.3719 loss_ce_2: 0.319 loss_bbox_2: 0.186 loss_giou_2: 0.3359 loss_ce_3: 0.2891 loss_bbox_3: 0.1776 loss_giou_3: 0.3278 loss_ce_4: 0.2799 loss_bbox_4: 0.1743 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:03] d2.utils.events INFO: eta: 14:18:08 iter: 266019 total_loss: 5.314 loss_ce: 0.2793 loss_bbox: 0.1656 loss_giou: 0.3127 loss_ce_0: 0.4822 loss_bbox_0: 0.2855 loss_giou_0: 0.4937 loss_ce_1: 0.3815 loss_bbox_1: 0.1921 loss_giou_1: 0.3549 loss_ce_2: 0.321 loss_bbox_2: 0.1792 loss_giou_2: 0.3301 loss_ce_3: 0.2901 loss_bbox_3: 0.1708 loss_giou_3: 0.3218 loss_ce_4: 0.2839 loss_bbox_4: 0.1653 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:09] d2.utils.events INFO: eta: 14:18:03 iter: 266039 total_loss: 5.659 loss_ce: 0.2874 loss_bbox: 0.1954 loss_giou: 0.3422 loss_ce_0: 0.4824 loss_bbox_0: 0.3027 loss_giou_0: 0.5115 loss_ce_1: 0.3896 loss_bbox_1: 0.2239 loss_giou_1: 0.3878 loss_ce_2: 0.326 loss_bbox_2: 0.2108 loss_giou_2: 0.3647 loss_ce_3: 0.2924 loss_bbox_3: 0.2016 loss_giou_3: 0.3534 loss_ce_4: 0.2895 loss_bbox_4: 0.1964 loss_giou_4: 0.342 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:14] d2.utils.events INFO: eta: 14:17:34 iter: 266059 total_loss: 5.431 loss_ce: 0.2694 loss_bbox: 0.1785 loss_giou: 0.3244 loss_ce_0: 0.4648 loss_bbox_0: 0.2963 loss_giou_0: 0.4896 loss_ce_1: 0.3701 loss_bbox_1: 0.2033 loss_giou_1: 0.3626 loss_ce_2: 0.3044 loss_bbox_2: 0.1884 loss_giou_2: 0.3383 loss_ce_3: 0.2838 loss_bbox_3: 0.1825 loss_giou_3: 0.3249 loss_ce_4: 0.2668 loss_bbox_4: 0.1801 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:20] d2.utils.events INFO: eta: 14:17:51 iter: 266079 total_loss: 5.752 loss_ce: 0.2818 loss_bbox: 0.1872 loss_giou: 0.3514 loss_ce_0: 0.4824 loss_bbox_0: 0.3082 loss_giou_0: 0.5333 loss_ce_1: 0.3817 loss_bbox_1: 0.2139 loss_giou_1: 0.3844 loss_ce_2: 0.3263 loss_bbox_2: 0.1945 loss_giou_2: 0.3612 loss_ce_3: 0.2853 loss_bbox_3: 0.1917 loss_giou_3: 0.3646 loss_ce_4: 0.2899 loss_bbox_4: 0.1897 loss_giou_4: 0.3554 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:26] d2.utils.events INFO: eta: 14:17:58 iter: 266099 total_loss: 5.749 loss_ce: 0.2862 loss_bbox: 0.1823 loss_giou: 0.3425 loss_ce_0: 0.489 loss_bbox_0: 0.3196 loss_giou_0: 0.531 loss_ce_1: 0.3956 loss_bbox_1: 0.2236 loss_giou_1: 0.3984 loss_ce_2: 0.3259 loss_bbox_2: 0.1979 loss_giou_2: 0.3626 loss_ce_3: 0.299 loss_bbox_3: 0.1898 loss_giou_3: 0.3554 loss_ce_4: 0.2908 loss_bbox_4: 0.1841 loss_giou_4: 0.3477 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:31] d2.utils.events INFO: eta: 14:17:47 iter: 266119 total_loss: 5.35 loss_ce: 0.2679 loss_bbox: 0.171 loss_giou: 0.3131 loss_ce_0: 0.4774 loss_bbox_0: 0.302 loss_giou_0: 0.5146 loss_ce_1: 0.3775 loss_bbox_1: 0.2065 loss_giou_1: 0.3667 loss_ce_2: 0.3045 loss_bbox_2: 0.1883 loss_giou_2: 0.3313 loss_ce_3: 0.2749 loss_bbox_3: 0.182 loss_giou_3: 0.329 loss_ce_4: 0.272 loss_bbox_4: 0.1764 loss_giou_4: 0.32 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:37] d2.utils.events INFO: eta: 14:17:50 iter: 266139 total_loss: 5.523 loss_ce: 0.2787 loss_bbox: 0.1803 loss_giou: 0.3323 loss_ce_0: 0.5014 loss_bbox_0: 0.2967 loss_giou_0: 0.5013 loss_ce_1: 0.3841 loss_bbox_1: 0.2126 loss_giou_1: 0.3759 loss_ce_2: 0.3289 loss_bbox_2: 0.1895 loss_giou_2: 0.3481 loss_ce_3: 0.2951 loss_bbox_3: 0.183 loss_giou_3: 0.3324 loss_ce_4: 0.2788 loss_bbox_4: 0.1826 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:43] d2.utils.events INFO: eta: 14:17:29 iter: 266159 total_loss: 5.735 loss_ce: 0.2778 loss_bbox: 0.1805 loss_giou: 0.3412 loss_ce_0: 0.4875 loss_bbox_0: 0.3079 loss_giou_0: 0.5013 loss_ce_1: 0.3752 loss_bbox_1: 0.2175 loss_giou_1: 0.3767 loss_ce_2: 0.3159 loss_bbox_2: 0.2007 loss_giou_2: 0.3581 loss_ce_3: 0.2875 loss_bbox_3: 0.1895 loss_giou_3: 0.3565 loss_ce_4: 0.2691 loss_bbox_4: 0.1839 loss_giou_4: 0.3442 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:48] d2.utils.events INFO: eta: 14:17:24 iter: 266179 total_loss: 5.399 loss_ce: 0.2547 loss_bbox: 0.168 loss_giou: 0.3153 loss_ce_0: 0.4864 loss_bbox_0: 0.3109 loss_giou_0: 0.5037 loss_ce_1: 0.3649 loss_bbox_1: 0.2011 loss_giou_1: 0.3616 loss_ce_2: 0.3127 loss_bbox_2: 0.1861 loss_giou_2: 0.3332 loss_ce_3: 0.2686 loss_bbox_3: 0.1766 loss_giou_3: 0.3236 loss_ce_4: 0.2593 loss_bbox_4: 0.1769 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:55:54] d2.utils.events INFO: eta: 14:17:19 iter: 266199 total_loss: 5.278 loss_ce: 0.2581 loss_bbox: 0.1622 loss_giou: 0.3069 loss_ce_0: 0.4566 loss_bbox_0: 0.2898 loss_giou_0: 0.514 loss_ce_1: 0.3643 loss_bbox_1: 0.1971 loss_giou_1: 0.3548 loss_ce_2: 0.2956 loss_bbox_2: 0.1747 loss_giou_2: 0.331 loss_ce_3: 0.268 loss_bbox_3: 0.1681 loss_giou_3: 0.3174 loss_ce_4: 0.2549 loss_bbox_4: 0.1669 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max_mem: 5427M [11/03 10:56:22] d2.utils.events INFO: eta: 14:16:40 iter: 266299 total_loss: 5.313 loss_ce: 0.2729 loss_bbox: 0.1578 loss_giou: 0.3107 loss_ce_0: 0.4848 loss_bbox_0: 0.2836 loss_giou_0: 0.509 loss_ce_1: 0.3849 loss_bbox_1: 0.2001 loss_giou_1: 0.3686 loss_ce_2: 0.3177 loss_bbox_2: 0.1727 loss_giou_2: 0.3358 loss_ce_3: 0.2912 loss_bbox_3: 0.1654 loss_giou_3: 0.327 loss_ce_4: 0.2815 loss_bbox_4: 0.161 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 10:56:28] d2.utils.events INFO: eta: 14:16:23 iter: 266319 total_loss: 5.349 loss_ce: 0.2608 loss_bbox: 0.1631 loss_giou: 0.3096 loss_ce_0: 0.479 loss_bbox_0: 0.2938 loss_giou_0: 0.4796 loss_ce_1: 0.3667 loss_bbox_1: 0.1991 loss_giou_1: 0.3543 loss_ce_2: 0.3043 loss_bbox_2: 0.1769 loss_giou_2: 0.3317 loss_ce_3: 0.2773 loss_bbox_3: 0.1739 loss_giou_3: 0.3181 loss_ce_4: 0.2659 loss_bbox_4: 0.1655 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 10:56:34] d2.utils.events INFO: eta: 14:16:18 iter: 266339 total_loss: 5.454 loss_ce: 0.261 loss_bbox: 0.1778 loss_giou: 0.3339 loss_ce_0: 0.4695 loss_bbox_0: 0.3052 loss_giou_0: 0.55 loss_ce_1: 0.3805 loss_bbox_1: 0.2039 loss_giou_1: 0.3914 loss_ce_2: 0.3185 loss_bbox_2: 0.1879 loss_giou_2: 0.3601 loss_ce_3: 0.2744 loss_bbox_3: 0.1821 loss_giou_3: 0.3456 loss_ce_4: 0.264 loss_bbox_4: 0.1766 loss_giou_4: 0.3453 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 10:56:40] d2.utils.events INFO: eta: 14:16:23 iter: 266359 total_loss: 5.574 loss_ce: 0.2657 loss_bbox: 0.171 loss_giou: 0.3437 loss_ce_0: 0.4871 loss_bbox_0: 0.2883 loss_giou_0: 0.5294 loss_ce_1: 0.3842 loss_bbox_1: 0.2008 loss_giou_1: 0.3908 loss_ce_2: 0.314 loss_bbox_2: 0.1791 loss_giou_2: 0.3595 loss_ce_3: 0.2797 loss_bbox_3: 0.1734 loss_giou_3: 0.3525 loss_ce_4: 0.2681 loss_bbox_4: 0.1714 loss_giou_4: 0.3482 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 10:56:45] d2.utils.events INFO: eta: 14:15:54 iter: 266379 total_loss: 5.266 loss_ce: 0.2594 loss_bbox: 0.184 loss_giou: 0.3063 loss_ce_0: 0.4855 loss_bbox_0: 0.3081 loss_giou_0: 0.4873 loss_ce_1: 0.3685 loss_bbox_1: 0.2089 loss_giou_1: 0.3491 loss_ce_2: 0.3007 loss_bbox_2: 0.1932 loss_giou_2: 0.319 loss_ce_3: 0.2748 loss_bbox_3: 0.1874 loss_giou_3: 0.3099 loss_ce_4: 0.2628 loss_bbox_4: 0.185 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 10:56:51] d2.utils.events INFO: eta: 14:15:39 iter: 266399 total_loss: 5.269 loss_ce: 0.2448 loss_bbox: 0.1754 loss_giou: 0.3032 loss_ce_0: 0.4651 loss_bbox_0: 0.3065 loss_giou_0: 0.5053 loss_ce_1: 0.3635 loss_bbox_1: 0.2122 loss_giou_1: 0.3553 loss_ce_2: 0.2833 loss_bbox_2: 0.188 loss_giou_2: 0.3265 loss_ce_3: 0.2566 loss_bbox_3: 0.1779 loss_giou_3: 0.3111 loss_ce_4: 0.2492 loss_bbox_4: 0.1754 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:56:57] d2.utils.events INFO: eta: 14:15:25 iter: 266419 total_loss: 5.554 loss_ce: 0.2727 loss_bbox: 0.18 loss_giou: 0.3333 loss_ce_0: 0.4977 loss_bbox_0: 0.3092 loss_giou_0: 0.5174 loss_ce_1: 0.3831 loss_bbox_1: 0.2105 loss_giou_1: 0.3782 loss_ce_2: 0.3133 loss_bbox_2: 0.1905 loss_giou_2: 0.3515 loss_ce_3: 0.2833 loss_bbox_3: 0.181 loss_giou_3: 0.3423 loss_ce_4: 0.2679 loss_bbox_4: 0.1802 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:02] d2.utils.events INFO: eta: 14:15:13 iter: 266439 total_loss: 5.577 loss_ce: 0.2702 loss_bbox: 0.1747 loss_giou: 0.3441 loss_ce_0: 0.4937 loss_bbox_0: 0.3023 loss_giou_0: 0.521 loss_ce_1: 0.3769 loss_bbox_1: 0.2128 loss_giou_1: 0.3868 loss_ce_2: 0.3214 loss_bbox_2: 0.1869 loss_giou_2: 0.3622 loss_ce_3: 0.2885 loss_bbox_3: 0.1854 loss_giou_3: 0.3569 loss_ce_4: 0.2682 loss_bbox_4: 0.1797 loss_giou_4: 0.3506 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:08] d2.utils.events INFO: eta: 14:15:00 iter: 266459 total_loss: 5.325 loss_ce: 0.2812 loss_bbox: 0.1726 loss_giou: 0.3125 loss_ce_0: 0.4945 loss_bbox_0: 0.3039 loss_giou_0: 0.4834 loss_ce_1: 0.3793 loss_bbox_1: 0.211 loss_giou_1: 0.3646 loss_ce_2: 0.324 loss_bbox_2: 0.1889 loss_giou_2: 0.3397 loss_ce_3: 0.3005 loss_bbox_3: 0.1793 loss_giou_3: 0.3194 loss_ce_4: 0.2859 loss_bbox_4: 0.1749 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:14] d2.utils.events INFO: eta: 14:15:08 iter: 266479 total_loss: 5.559 loss_ce: 0.2509 loss_bbox: 0.1832 loss_giou: 0.3422 loss_ce_0: 0.4815 loss_bbox_0: 0.3105 loss_giou_0: 0.5149 loss_ce_1: 0.3704 loss_bbox_1: 0.2133 loss_giou_1: 0.3944 loss_ce_2: 0.2999 loss_bbox_2: 0.2008 loss_giou_2: 0.3649 loss_ce_3: 0.2681 loss_bbox_3: 0.1898 loss_giou_3: 0.3564 loss_ce_4: 0.2592 loss_bbox_4: 0.1902 loss_giou_4: 0.3488 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:19] d2.utils.events INFO: eta: 14:15:12 iter: 266499 total_loss: 5.408 loss_ce: 0.259 loss_bbox: 0.1723 loss_giou: 0.3219 loss_ce_0: 0.472 loss_bbox_0: 0.2972 loss_giou_0: 0.5056 loss_ce_1: 0.3679 loss_bbox_1: 0.2108 loss_giou_1: 0.3722 loss_ce_2: 0.3013 loss_bbox_2: 0.1866 loss_giou_2: 0.3349 loss_ce_3: 0.2725 loss_bbox_3: 0.18 loss_giou_3: 0.3304 loss_ce_4: 0.2561 loss_bbox_4: 0.1737 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:25] d2.utils.events INFO: eta: 14:14:57 iter: 266519 total_loss: 5.556 loss_ce: 0.2718 loss_bbox: 0.1693 loss_giou: 0.3482 loss_ce_0: 0.4989 loss_bbox_0: 0.308 loss_giou_0: 0.5333 loss_ce_1: 0.3968 loss_bbox_1: 0.2033 loss_giou_1: 0.3936 loss_ce_2: 0.3369 loss_bbox_2: 0.1852 loss_giou_2: 0.3626 loss_ce_3: 0.2969 loss_bbox_3: 0.1783 loss_giou_3: 0.3562 loss_ce_4: 0.281 loss_bbox_4: 0.1734 loss_giou_4: 0.3536 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:31] d2.utils.events INFO: eta: 14:14:32 iter: 266539 total_loss: 5.494 loss_ce: 0.2666 loss_bbox: 0.1935 loss_giou: 0.3125 loss_ce_0: 0.4942 loss_bbox_0: 0.3189 loss_giou_0: 0.482 loss_ce_1: 0.3762 loss_bbox_1: 0.227 loss_giou_1: 0.3585 loss_ce_2: 0.3233 loss_bbox_2: 0.2068 loss_giou_2: 0.3289 loss_ce_3: 0.2926 loss_bbox_3: 0.1989 loss_giou_3: 0.3181 loss_ce_4: 0.2719 loss_bbox_4: 0.1971 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:36] d2.utils.events INFO: eta: 14:14:51 iter: 266559 total_loss: 5.217 loss_ce: 0.2651 loss_bbox: 0.1663 loss_giou: 0.3094 loss_ce_0: 0.475 loss_bbox_0: 0.2852 loss_giou_0: 0.4785 loss_ce_1: 0.3859 loss_bbox_1: 0.1918 loss_giou_1: 0.3467 loss_ce_2: 0.3103 loss_bbox_2: 0.1784 loss_giou_2: 0.3252 loss_ce_3: 0.279 loss_bbox_3: 0.1698 loss_giou_3: 0.3103 loss_ce_4: 0.2678 loss_bbox_4: 0.17 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:42] d2.utils.events INFO: eta: 14:14:53 iter: 266579 total_loss: 5.697 loss_ce: 0.2843 loss_bbox: 0.1706 loss_giou: 0.3323 loss_ce_0: 0.487 loss_bbox_0: 0.304 loss_giou_0: 0.5278 loss_ce_1: 0.3894 loss_bbox_1: 0.1936 loss_giou_1: 0.3735 loss_ce_2: 0.3253 loss_bbox_2: 0.1771 loss_giou_2: 0.3447 loss_ce_3: 0.2956 loss_bbox_3: 0.1736 loss_giou_3: 0.3429 loss_ce_4: 0.2835 loss_bbox_4: 0.1723 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:48] d2.utils.events INFO: eta: 14:14:28 iter: 266599 total_loss: 5.244 loss_ce: 0.2744 loss_bbox: 0.1743 loss_giou: 0.3091 loss_ce_0: 0.4778 loss_bbox_0: 0.2834 loss_giou_0: 0.4755 loss_ce_1: 0.3651 loss_bbox_1: 0.2071 loss_giou_1: 0.3435 loss_ce_2: 0.3087 loss_bbox_2: 0.1896 loss_giou_2: 0.3119 loss_ce_3: 0.284 loss_bbox_3: 0.184 loss_giou_3: 0.3088 loss_ce_4: 0.2732 loss_bbox_4: 0.1767 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:53] d2.utils.events INFO: eta: 14:14:38 iter: 266619 total_loss: 5.353 loss_ce: 0.2701 loss_bbox: 0.1878 loss_giou: 0.3063 loss_ce_0: 0.4867 loss_bbox_0: 0.3231 loss_giou_0: 0.4902 loss_ce_1: 0.379 loss_bbox_1: 0.2313 loss_giou_1: 0.3611 loss_ce_2: 0.3153 loss_bbox_2: 0.2054 loss_giou_2: 0.3245 loss_ce_3: 0.2857 loss_bbox_3: 0.1911 loss_giou_3: 0.3107 loss_ce_4: 0.2689 loss_bbox_4: 0.19 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 10:57:59] d2.utils.events INFO: eta: 14:14:12 iter: 266639 total_loss: 5.492 loss_ce: 0.256 loss_bbox: 0.183 loss_giou: 0.331 loss_ce_0: 0.4771 loss_bbox_0: 0.3002 loss_giou_0: 0.4995 loss_ce_1: 0.3623 loss_bbox_1: 0.2107 loss_giou_1: 0.3808 loss_ce_2: 0.3073 loss_bbox_2: 0.1953 loss_giou_2: 0.3549 loss_ce_3: 0.2816 loss_bbox_3: 0.1899 loss_giou_3: 0.3462 loss_ce_4: 0.264 loss_bbox_4: 0.1876 loss_giou_4: 0.3347 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:05] d2.utils.events INFO: eta: 14:13:37 iter: 266659 total_loss: 5.272 loss_ce: 0.26 loss_bbox: 0.1707 loss_giou: 0.312 loss_ce_0: 0.4688 loss_bbox_0: 0.2885 loss_giou_0: 0.4975 loss_ce_1: 0.3714 loss_bbox_1: 0.2022 loss_giou_1: 0.362 loss_ce_2: 0.3088 loss_bbox_2: 0.1858 loss_giou_2: 0.3323 loss_ce_3: 0.28 loss_bbox_3: 0.1791 loss_giou_3: 0.3202 loss_ce_4: 0.2596 loss_bbox_4: 0.1762 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:10] d2.utils.events INFO: eta: 14:13:28 iter: 266679 total_loss: 5.792 loss_ce: 0.2698 loss_bbox: 0.1725 loss_giou: 0.3526 loss_ce_0: 0.4843 loss_bbox_0: 0.2936 loss_giou_0: 0.5443 loss_ce_1: 0.3838 loss_bbox_1: 0.2076 loss_giou_1: 0.4003 loss_ce_2: 0.321 loss_bbox_2: 0.19 loss_giou_2: 0.3709 loss_ce_3: 0.2847 loss_bbox_3: 0.1849 loss_giou_3: 0.352 loss_ce_4: 0.2737 loss_bbox_4: 0.176 loss_giou_4: 0.3539 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:16] d2.utils.events INFO: eta: 14:13:35 iter: 266699 total_loss: 5.298 loss_ce: 0.2553 loss_bbox: 0.1687 loss_giou: 0.3254 loss_ce_0: 0.4783 loss_bbox_0: 0.304 loss_giou_0: 0.5113 loss_ce_1: 0.3679 loss_bbox_1: 0.1962 loss_giou_1: 0.3698 loss_ce_2: 0.3085 loss_bbox_2: 0.1787 loss_giou_2: 0.3473 loss_ce_3: 0.2688 loss_bbox_3: 0.1748 loss_giou_3: 0.3385 loss_ce_4: 0.2632 loss_bbox_4: 0.1678 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:22] d2.utils.events INFO: eta: 14:13:33 iter: 266719 total_loss: 5.303 loss_ce: 0.26 loss_bbox: 0.1818 loss_giou: 0.3265 loss_ce_0: 0.4601 loss_bbox_0: 0.2996 loss_giou_0: 0.5075 loss_ce_1: 0.3629 loss_bbox_1: 0.215 loss_giou_1: 0.3732 loss_ce_2: 0.3161 loss_bbox_2: 0.1889 loss_giou_2: 0.3541 loss_ce_3: 0.2728 loss_bbox_3: 0.1861 loss_giou_3: 0.3385 loss_ce_4: 0.2727 loss_bbox_4: 0.1823 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:27] d2.utils.events INFO: eta: 14:13:24 iter: 266739 total_loss: 5.368 loss_ce: 0.2634 loss_bbox: 0.1791 loss_giou: 0.3325 loss_ce_0: 0.4626 loss_bbox_0: 0.3009 loss_giou_0: 0.5069 loss_ce_1: 0.3528 loss_bbox_1: 0.2171 loss_giou_1: 0.3858 loss_ce_2: 0.3086 loss_bbox_2: 0.1898 loss_giou_2: 0.3508 loss_ce_3: 0.2727 loss_bbox_3: 0.1849 loss_giou_3: 0.3429 loss_ce_4: 0.2603 loss_bbox_4: 0.1813 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:33] d2.utils.events INFO: eta: 14:13:22 iter: 266759 total_loss: 5.257 loss_ce: 0.2516 loss_bbox: 0.1717 loss_giou: 0.3116 loss_ce_0: 0.4754 loss_bbox_0: 0.2994 loss_giou_0: 0.4913 loss_ce_1: 0.3632 loss_bbox_1: 0.2123 loss_giou_1: 0.3598 loss_ce_2: 0.2792 loss_bbox_2: 0.1881 loss_giou_2: 0.3329 loss_ce_3: 0.2595 loss_bbox_3: 0.1809 loss_giou_3: 0.324 loss_ce_4: 0.2508 loss_bbox_4: 0.1753 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:39] d2.utils.events INFO: eta: 14:13:53 iter: 266779 total_loss: 5.507 loss_ce: 0.2593 loss_bbox: 0.1619 loss_giou: 0.3426 loss_ce_0: 0.4734 loss_bbox_0: 0.2936 loss_giou_0: 0.5194 loss_ce_1: 0.372 loss_bbox_1: 0.1962 loss_giou_1: 0.3968 loss_ce_2: 0.3187 loss_bbox_2: 0.1804 loss_giou_2: 0.3638 loss_ce_3: 0.2728 loss_bbox_3: 0.1716 loss_giou_3: 0.3598 loss_ce_4: 0.2655 loss_bbox_4: 0.1653 loss_giou_4: 0.3482 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:44] d2.utils.events INFO: eta: 14:13:57 iter: 266799 total_loss: 5.292 loss_ce: 0.2548 loss_bbox: 0.1774 loss_giou: 0.3181 loss_ce_0: 0.4688 loss_bbox_0: 0.3043 loss_giou_0: 0.4596 loss_ce_1: 0.3623 loss_bbox_1: 0.2087 loss_giou_1: 0.3511 loss_ce_2: 0.308 loss_bbox_2: 0.1849 loss_giou_2: 0.3241 loss_ce_3: 0.2783 loss_bbox_3: 0.186 loss_giou_3: 0.3203 loss_ce_4: 0.2605 loss_bbox_4: 0.1787 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:50] d2.utils.events INFO: eta: 14:13:41 iter: 266819 total_loss: 5.797 loss_ce: 0.2951 loss_bbox: 0.1642 loss_giou: 0.3467 loss_ce_0: 0.5092 loss_bbox_0: 0.2864 loss_giou_0: 0.5405 loss_ce_1: 0.4075 loss_bbox_1: 0.1965 loss_giou_1: 0.396 loss_ce_2: 0.3415 loss_bbox_2: 0.1807 loss_giou_2: 0.3742 loss_ce_3: 0.3134 loss_bbox_3: 0.1764 loss_giou_3: 0.3547 loss_ce_4: 0.3101 loss_bbox_4: 0.1671 loss_giou_4: 0.3512 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 10:58:56] d2.utils.events INFO: eta: 14:13:13 iter: 266839 total_loss: 5.662 loss_ce: 0.2772 loss_bbox: 0.1765 loss_giou: 0.324 loss_ce_0: 0.4803 loss_bbox_0: 0.3009 loss_giou_0: 0.5147 loss_ce_1: 0.3851 loss_bbox_1: 0.2114 loss_giou_1: 0.3719 loss_ce_2: 0.3289 loss_bbox_2: 0.2011 loss_giou_2: 0.3513 loss_ce_3: 0.2947 loss_bbox_3: 0.1864 loss_giou_3: 0.3375 loss_ce_4: 0.2758 loss_bbox_4: 0.1793 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:01] d2.utils.events INFO: eta: 14:13:31 iter: 266859 total_loss: 5.611 loss_ce: 0.2695 loss_bbox: 0.1872 loss_giou: 0.3369 loss_ce_0: 0.477 loss_bbox_0: 0.3105 loss_giou_0: 0.5456 loss_ce_1: 0.3695 loss_bbox_1: 0.2169 loss_giou_1: 0.3958 loss_ce_2: 0.3186 loss_bbox_2: 0.2025 loss_giou_2: 0.3604 loss_ce_3: 0.2998 loss_bbox_3: 0.1987 loss_giou_3: 0.345 loss_ce_4: 0.2766 loss_bbox_4: 0.1917 loss_giou_4: 0.3379 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:07] d2.utils.events INFO: eta: 14:13:28 iter: 266879 total_loss: 5.437 loss_ce: 0.2666 loss_bbox: 0.1798 loss_giou: 0.2992 loss_ce_0: 0.4852 loss_bbox_0: 0.3037 loss_giou_0: 0.4506 loss_ce_1: 0.3697 loss_bbox_1: 0.2108 loss_giou_1: 0.3445 loss_ce_2: 0.3199 loss_bbox_2: 0.1961 loss_giou_2: 0.3206 loss_ce_3: 0.2851 loss_bbox_3: 0.1833 loss_giou_3: 0.3014 loss_ce_4: 0.2709 loss_bbox_4: 0.1804 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:13] d2.utils.events INFO: eta: 14:12:56 iter: 266899 total_loss: 5.543 loss_ce: 0.2498 loss_bbox: 0.1676 loss_giou: 0.3304 loss_ce_0: 0.4925 loss_bbox_0: 0.2924 loss_giou_0: 0.5082 loss_ce_1: 0.3637 loss_bbox_1: 0.2023 loss_giou_1: 0.3817 loss_ce_2: 0.295 loss_bbox_2: 0.1787 loss_giou_2: 0.3462 loss_ce_3: 0.2583 loss_bbox_3: 0.1755 loss_giou_3: 0.3418 loss_ce_4: 0.2482 loss_bbox_4: 0.1725 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:18] d2.utils.events INFO: eta: 14:13:15 iter: 266919 total_loss: 5.642 loss_ce: 0.2596 loss_bbox: 0.1845 loss_giou: 0.3522 loss_ce_0: 0.4938 loss_bbox_0: 0.3148 loss_giou_0: 0.5229 loss_ce_1: 0.3633 loss_bbox_1: 0.219 loss_giou_1: 0.3968 loss_ce_2: 0.3072 loss_bbox_2: 0.1968 loss_giou_2: 0.368 loss_ce_3: 0.2683 loss_bbox_3: 0.1914 loss_giou_3: 0.36 loss_ce_4: 0.258 loss_bbox_4: 0.1906 loss_giou_4: 0.3538 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:24] d2.utils.events INFO: eta: 14:12:53 iter: 266939 total_loss: 5.401 loss_ce: 0.24 loss_bbox: 0.1858 loss_giou: 0.314 loss_ce_0: 0.4687 loss_bbox_0: 0.2919 loss_giou_0: 0.4868 loss_ce_1: 0.3383 loss_bbox_1: 0.2199 loss_giou_1: 0.3639 loss_ce_2: 0.2804 loss_bbox_2: 0.196 loss_giou_2: 0.343 loss_ce_3: 0.2552 loss_bbox_3: 0.192 loss_giou_3: 0.3326 loss_ce_4: 0.2413 loss_bbox_4: 0.1846 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:30] d2.utils.events INFO: eta: 14:12:57 iter: 266959 total_loss: 5.447 loss_ce: 0.2616 loss_bbox: 0.1895 loss_giou: 0.3217 loss_ce_0: 0.4857 loss_bbox_0: 0.3152 loss_giou_0: 0.5156 loss_ce_1: 0.3802 loss_bbox_1: 0.2247 loss_giou_1: 0.3803 loss_ce_2: 0.3196 loss_bbox_2: 0.2016 loss_giou_2: 0.3415 loss_ce_3: 0.2819 loss_bbox_3: 0.1985 loss_giou_3: 0.3318 loss_ce_4: 0.2682 loss_bbox_4: 0.1913 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:35] d2.utils.events INFO: eta: 14:12:44 iter: 266979 total_loss: 5.531 loss_ce: 0.2606 loss_bbox: 0.1852 loss_giou: 0.342 loss_ce_0: 0.4828 loss_bbox_0: 0.3095 loss_giou_0: 0.5129 loss_ce_1: 0.3605 loss_bbox_1: 0.2176 loss_giou_1: 0.3792 loss_ce_2: 0.3032 loss_bbox_2: 0.1964 loss_giou_2: 0.3589 loss_ce_3: 0.2799 loss_bbox_3: 0.1914 loss_giou_3: 0.3493 loss_ce_4: 0.2556 loss_bbox_4: 0.1882 loss_giou_4: 0.3481 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:41] d2.utils.events INFO: eta: 14:12:54 iter: 266999 total_loss: 5.37 loss_ce: 0.2609 loss_bbox: 0.1691 loss_giou: 0.345 loss_ce_0: 0.4663 loss_bbox_0: 0.3045 loss_giou_0: 0.4933 loss_ce_1: 0.3583 loss_bbox_1: 0.2047 loss_giou_1: 0.3879 loss_ce_2: 0.3051 loss_bbox_2: 0.1832 loss_giou_2: 0.3542 loss_ce_3: 0.273 loss_bbox_3: 0.1783 loss_giou_3: 0.3491 loss_ce_4: 0.2604 loss_bbox_4: 0.174 loss_giou_4: 0.3473 time: 0.2800 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:47] d2.utils.events INFO: eta: 14:13:02 iter: 267019 total_loss: 5.473 loss_ce: 0.2682 loss_bbox: 0.1928 loss_giou: 0.3431 loss_ce_0: 0.4793 loss_bbox_0: 0.3023 loss_giou_0: 0.5212 loss_ce_1: 0.371 loss_bbox_1: 0.2185 loss_giou_1: 0.3799 loss_ce_2: 0.312 loss_bbox_2: 0.1941 loss_giou_2: 0.3493 loss_ce_3: 0.2776 loss_bbox_3: 0.1946 loss_giou_3: 0.3465 loss_ce_4: 0.2656 loss_bbox_4: 0.1917 loss_giou_4: 0.3382 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:52] d2.utils.events INFO: eta: 14:12:56 iter: 267039 total_loss: 5.467 loss_ce: 0.2587 loss_bbox: 0.1932 loss_giou: 0.3441 loss_ce_0: 0.4616 loss_bbox_0: 0.2994 loss_giou_0: 0.5038 loss_ce_1: 0.3545 loss_bbox_1: 0.2108 loss_giou_1: 0.3799 loss_ce_2: 0.2943 loss_bbox_2: 0.1999 loss_giou_2: 0.3611 loss_ce_3: 0.2736 loss_bbox_3: 0.1923 loss_giou_3: 0.3546 loss_ce_4: 0.265 loss_bbox_4: 0.1923 loss_giou_4: 0.3493 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 10:59:58] d2.utils.events INFO: eta: 14:13:06 iter: 267059 total_loss: 5.422 loss_ce: 0.2579 loss_bbox: 0.1759 loss_giou: 0.3353 loss_ce_0: 0.4689 loss_bbox_0: 0.2999 loss_giou_0: 0.5203 loss_ce_1: 0.3826 loss_bbox_1: 0.2033 loss_giou_1: 0.3794 loss_ce_2: 0.3087 loss_bbox_2: 0.1878 loss_giou_2: 0.3447 loss_ce_3: 0.2761 loss_bbox_3: 0.1823 loss_giou_3: 0.3418 loss_ce_4: 0.2611 loss_bbox_4: 0.1786 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:04] d2.utils.events INFO: eta: 14:12:48 iter: 267079 total_loss: 5.248 loss_ce: 0.2556 loss_bbox: 0.1792 loss_giou: 0.3227 loss_ce_0: 0.4732 loss_bbox_0: 0.2976 loss_giou_0: 0.4838 loss_ce_1: 0.3727 loss_bbox_1: 0.2064 loss_giou_1: 0.3611 loss_ce_2: 0.3038 loss_bbox_2: 0.1906 loss_giou_2: 0.3366 loss_ce_3: 0.2672 loss_bbox_3: 0.1828 loss_giou_3: 0.329 loss_ce_4: 0.2506 loss_bbox_4: 0.1774 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:09] d2.utils.events INFO: eta: 14:12:40 iter: 267099 total_loss: 5.261 loss_ce: 0.2503 loss_bbox: 0.1736 loss_giou: 0.3228 loss_ce_0: 0.4577 loss_bbox_0: 0.2866 loss_giou_0: 0.4808 loss_ce_1: 0.3692 loss_bbox_1: 0.2101 loss_giou_1: 0.3695 loss_ce_2: 0.302 loss_bbox_2: 0.1832 loss_giou_2: 0.347 loss_ce_3: 0.2704 loss_bbox_3: 0.1811 loss_giou_3: 0.3318 loss_ce_4: 0.2513 loss_bbox_4: 0.1753 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:15] d2.utils.events INFO: eta: 14:12:34 iter: 267119 total_loss: 5.397 loss_ce: 0.2559 loss_bbox: 0.1826 loss_giou: 0.3137 loss_ce_0: 0.4744 loss_bbox_0: 0.3076 loss_giou_0: 0.4883 loss_ce_1: 0.3656 loss_bbox_1: 0.219 loss_giou_1: 0.3548 loss_ce_2: 0.3 loss_bbox_2: 0.1917 loss_giou_2: 0.3326 loss_ce_3: 0.2685 loss_bbox_3: 0.1815 loss_giou_3: 0.3186 loss_ce_4: 0.2632 loss_bbox_4: 0.1853 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:21] d2.utils.events INFO: eta: 14:12:22 iter: 267139 total_loss: 5.528 loss_ce: 0.282 loss_bbox: 0.171 loss_giou: 0.3207 loss_ce_0: 0.4914 loss_bbox_0: 0.2919 loss_giou_0: 0.5106 loss_ce_1: 0.3889 loss_bbox_1: 0.2046 loss_giou_1: 0.376 loss_ce_2: 0.326 loss_bbox_2: 0.1883 loss_giou_2: 0.3377 loss_ce_3: 0.2896 loss_bbox_3: 0.178 loss_giou_3: 0.3263 loss_ce_4: 0.2749 loss_bbox_4: 0.1738 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:26] d2.utils.events INFO: eta: 14:12:27 iter: 267159 total_loss: 5.52 loss_ce: 0.2787 loss_bbox: 0.1896 loss_giou: 0.3199 loss_ce_0: 0.4968 loss_bbox_0: 0.3035 loss_giou_0: 0.4867 loss_ce_1: 0.381 loss_bbox_1: 0.2168 loss_giou_1: 0.3751 loss_ce_2: 0.3225 loss_bbox_2: 0.2022 loss_giou_2: 0.343 loss_ce_3: 0.2859 loss_bbox_3: 0.1928 loss_giou_3: 0.3269 loss_ce_4: 0.2753 loss_bbox_4: 0.1904 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:32] d2.utils.events INFO: eta: 14:13:00 iter: 267179 total_loss: 5.531 loss_ce: 0.2857 loss_bbox: 0.1717 loss_giou: 0.3435 loss_ce_0: 0.4686 loss_bbox_0: 0.2881 loss_giou_0: 0.5248 loss_ce_1: 0.3653 loss_bbox_1: 0.1997 loss_giou_1: 0.3893 loss_ce_2: 0.3091 loss_bbox_2: 0.1801 loss_giou_2: 0.3573 loss_ce_3: 0.2877 loss_bbox_3: 0.1783 loss_giou_3: 0.3539 loss_ce_4: 0.2838 loss_bbox_4: 0.1725 loss_giou_4: 0.3445 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:38] d2.utils.events INFO: eta: 14:13:00 iter: 267199 total_loss: 5.135 loss_ce: 0.2619 loss_bbox: 0.1639 loss_giou: 0.3066 loss_ce_0: 0.4598 loss_bbox_0: 0.3026 loss_giou_0: 0.4833 loss_ce_1: 0.3645 loss_bbox_1: 0.207 loss_giou_1: 0.3502 loss_ce_2: 0.2925 loss_bbox_2: 0.1835 loss_giou_2: 0.323 loss_ce_3: 0.2727 loss_bbox_3: 0.1751 loss_giou_3: 0.3182 loss_ce_4: 0.2611 loss_bbox_4: 0.1701 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:43] d2.utils.events INFO: eta: 14:12:56 iter: 267219 total_loss: 4.999 loss_ce: 0.2419 loss_bbox: 0.1822 loss_giou: 0.3091 loss_ce_0: 0.4701 loss_bbox_0: 0.3026 loss_giou_0: 0.499 loss_ce_1: 0.3556 loss_bbox_1: 0.2018 loss_giou_1: 0.3579 loss_ce_2: 0.2847 loss_bbox_2: 0.1909 loss_giou_2: 0.3268 loss_ce_3: 0.2504 loss_bbox_3: 0.1848 loss_giou_3: 0.3181 loss_ce_4: 0.2378 loss_bbox_4: 0.1858 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:49] d2.utils.events INFO: eta: 14:12:50 iter: 267239 total_loss: 5.208 loss_ce: 0.2624 loss_bbox: 0.1808 loss_giou: 0.3188 loss_ce_0: 0.4759 loss_bbox_0: 0.2945 loss_giou_0: 0.4909 loss_ce_1: 0.3622 loss_bbox_1: 0.2103 loss_giou_1: 0.362 loss_ce_2: 0.3012 loss_bbox_2: 0.1936 loss_giou_2: 0.3332 loss_ce_3: 0.2728 loss_bbox_3: 0.1911 loss_giou_3: 0.3256 loss_ce_4: 0.2605 loss_bbox_4: 0.1872 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 11:00:55] d2.utils.events INFO: eta: 14:12:38 iter: 267259 total_loss: 5.698 loss_ce: 0.2664 loss_bbox: 0.1899 loss_giou: 0.3405 loss_ce_0: 0.4987 loss_bbox_0: 0.3065 loss_giou_0: 0.4986 loss_ce_1: 0.3783 loss_bbox_1: 0.2232 loss_giou_1: 0.3797 loss_ce_2: 0.3043 loss_bbox_2: 0.2044 loss_giou_2: 0.3545 loss_ce_3: 0.2815 loss_bbox_3: 0.1967 loss_giou_3: 0.3432 loss_ce_4: 0.2768 loss_bbox_4: 0.1933 loss_giou_4: 0.3391 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:00] d2.utils.events INFO: eta: 14:12:32 iter: 267279 total_loss: 5.404 loss_ce: 0.2609 loss_bbox: 0.1819 loss_giou: 0.3315 loss_ce_0: 0.5026 loss_bbox_0: 0.3071 loss_giou_0: 0.5068 loss_ce_1: 0.3918 loss_bbox_1: 0.21 loss_giou_1: 0.3765 loss_ce_2: 0.3164 loss_bbox_2: 0.1975 loss_giou_2: 0.3506 loss_ce_3: 0.2839 loss_bbox_3: 0.19 loss_giou_3: 0.3407 loss_ce_4: 0.2663 loss_bbox_4: 0.1853 loss_giou_4: 0.3337 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:06] d2.utils.events INFO: eta: 14:12:59 iter: 267299 total_loss: 5.488 loss_ce: 0.2656 loss_bbox: 0.1732 loss_giou: 0.3298 loss_ce_0: 0.4821 loss_bbox_0: 0.2971 loss_giou_0: 0.5135 loss_ce_1: 0.3757 loss_bbox_1: 0.2062 loss_giou_1: 0.3839 loss_ce_2: 0.3097 loss_bbox_2: 0.1874 loss_giou_2: 0.3488 loss_ce_3: 0.2846 loss_bbox_3: 0.1815 loss_giou_3: 0.3393 loss_ce_4: 0.2693 loss_bbox_4: 0.1782 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:12] d2.utils.events INFO: eta: 14:13:20 iter: 267319 total_loss: 5.597 loss_ce: 0.2708 loss_bbox: 0.1802 loss_giou: 0.3418 loss_ce_0: 0.4886 loss_bbox_0: 0.3188 loss_giou_0: 0.5556 loss_ce_1: 0.3811 loss_bbox_1: 0.2251 loss_giou_1: 0.4079 loss_ce_2: 0.3208 loss_bbox_2: 0.2031 loss_giou_2: 0.3739 loss_ce_3: 0.2806 loss_bbox_3: 0.1951 loss_giou_3: 0.3614 loss_ce_4: 0.2689 loss_bbox_4: 0.1803 loss_giou_4: 0.3469 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:17] d2.utils.events INFO: eta: 14:13:10 iter: 267339 total_loss: 5.345 loss_ce: 0.251 loss_bbox: 0.1702 loss_giou: 0.3204 loss_ce_0: 0.4827 loss_bbox_0: 0.2874 loss_giou_0: 0.5098 loss_ce_1: 0.3631 loss_bbox_1: 0.2017 loss_giou_1: 0.3697 loss_ce_2: 0.3002 loss_bbox_2: 0.1807 loss_giou_2: 0.3477 loss_ce_3: 0.2733 loss_bbox_3: 0.1746 loss_giou_3: 0.3331 loss_ce_4: 0.2506 loss_bbox_4: 0.1719 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:23] d2.utils.events INFO: eta: 14:12:56 iter: 267359 total_loss: 5.597 loss_ce: 0.2625 loss_bbox: 0.1772 loss_giou: 0.3291 loss_ce_0: 0.499 loss_bbox_0: 0.2966 loss_giou_0: 0.5163 loss_ce_1: 0.3802 loss_bbox_1: 0.208 loss_giou_1: 0.3751 loss_ce_2: 0.3202 loss_bbox_2: 0.1905 loss_giou_2: 0.3524 loss_ce_3: 0.2832 loss_bbox_3: 0.1877 loss_giou_3: 0.3418 loss_ce_4: 0.2687 loss_bbox_4: 0.1813 loss_giou_4: 0.3361 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:29] d2.utils.events INFO: eta: 14:12:55 iter: 267379 total_loss: 5.399 loss_ce: 0.2531 loss_bbox: 0.1657 loss_giou: 0.3167 loss_ce_0: 0.4786 loss_bbox_0: 0.2883 loss_giou_0: 0.4922 loss_ce_1: 0.3713 loss_bbox_1: 0.198 loss_giou_1: 0.3712 loss_ce_2: 0.3068 loss_bbox_2: 0.1749 loss_giou_2: 0.3364 loss_ce_3: 0.2713 loss_bbox_3: 0.171 loss_giou_3: 0.3243 loss_ce_4: 0.2565 loss_bbox_4: 0.1702 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:34] d2.utils.events INFO: eta: 14:12:48 iter: 267399 total_loss: 5.438 loss_ce: 0.2599 loss_bbox: 0.1665 loss_giou: 0.3275 loss_ce_0: 0.4798 loss_bbox_0: 0.271 loss_giou_0: 0.5212 loss_ce_1: 0.3676 loss_bbox_1: 0.1946 loss_giou_1: 0.3774 loss_ce_2: 0.3071 loss_bbox_2: 0.181 loss_giou_2: 0.3389 loss_ce_3: 0.2701 loss_bbox_3: 0.1797 loss_giou_3: 0.3278 loss_ce_4: 0.2638 loss_bbox_4: 0.1687 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:40] d2.utils.events INFO: eta: 14:12:40 iter: 267419 total_loss: 5.463 loss_ce: 0.2602 loss_bbox: 0.17 loss_giou: 0.3402 loss_ce_0: 0.4642 loss_bbox_0: 0.2916 loss_giou_0: 0.5331 loss_ce_1: 0.3553 loss_bbox_1: 0.1996 loss_giou_1: 0.3897 loss_ce_2: 0.3 loss_bbox_2: 0.1859 loss_giou_2: 0.3552 loss_ce_3: 0.2692 loss_bbox_3: 0.1764 loss_giou_3: 0.3486 loss_ce_4: 0.2545 loss_bbox_4: 0.1734 loss_giou_4: 0.3417 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:46] d2.utils.events INFO: eta: 14:12:27 iter: 267439 total_loss: 5.576 loss_ce: 0.2719 loss_bbox: 0.1906 loss_giou: 0.3376 loss_ce_0: 0.4903 loss_bbox_0: 0.3069 loss_giou_0: 0.513 loss_ce_1: 0.3825 loss_bbox_1: 0.2187 loss_giou_1: 0.3922 loss_ce_2: 0.3109 loss_bbox_2: 0.1959 loss_giou_2: 0.3611 loss_ce_3: 0.2886 loss_bbox_3: 0.1944 loss_giou_3: 0.3537 loss_ce_4: 0.2685 loss_bbox_4: 0.1919 loss_giou_4: 0.3395 time: 0.2800 data_time: 0.0351 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:51] d2.utils.events INFO: eta: 14:12:05 iter: 267459 total_loss: 5.175 loss_ce: 0.2472 loss_bbox: 0.1634 loss_giou: 0.3107 loss_ce_0: 0.4672 loss_bbox_0: 0.277 loss_giou_0: 0.4891 loss_ce_1: 0.3742 loss_bbox_1: 0.1927 loss_giou_1: 0.3615 loss_ce_2: 0.285 loss_bbox_2: 0.1789 loss_giou_2: 0.3347 loss_ce_3: 0.264 loss_bbox_3: 0.173 loss_giou_3: 0.3207 loss_ce_4: 0.2484 loss_bbox_4: 0.1666 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 11:01:57] d2.utils.events INFO: eta: 14:12:09 iter: 267479 total_loss: 5.221 loss_ce: 0.2697 loss_bbox: 0.1693 loss_giou: 0.3238 loss_ce_0: 0.4618 loss_bbox_0: 0.2851 loss_giou_0: 0.4965 loss_ce_1: 0.3652 loss_bbox_1: 0.203 loss_giou_1: 0.3706 loss_ce_2: 0.3092 loss_bbox_2: 0.1823 loss_giou_2: 0.3455 loss_ce_3: 0.2863 loss_bbox_3: 0.1768 loss_giou_3: 0.3353 loss_ce_4: 0.2727 loss_bbox_4: 0.1697 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:03] d2.utils.events INFO: eta: 14:11:55 iter: 267499 total_loss: 5.713 loss_ce: 0.303 loss_bbox: 0.1802 loss_giou: 0.3288 loss_ce_0: 0.4976 loss_bbox_0: 0.302 loss_giou_0: 0.5243 loss_ce_1: 0.388 loss_bbox_1: 0.213 loss_giou_1: 0.3839 loss_ce_2: 0.3417 loss_bbox_2: 0.1908 loss_giou_2: 0.3476 loss_ce_3: 0.3076 loss_bbox_3: 0.1854 loss_giou_3: 0.3431 loss_ce_4: 0.3014 loss_bbox_4: 0.1822 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:08] d2.utils.events INFO: eta: 14:11:42 iter: 267519 total_loss: 5.346 loss_ce: 0.2578 loss_bbox: 0.1708 loss_giou: 0.3316 loss_ce_0: 0.4736 loss_bbox_0: 0.3093 loss_giou_0: 0.4949 loss_ce_1: 0.3541 loss_bbox_1: 0.2047 loss_giou_1: 0.3805 loss_ce_2: 0.308 loss_bbox_2: 0.1873 loss_giou_2: 0.3468 loss_ce_3: 0.2708 loss_bbox_3: 0.177 loss_giou_3: 0.3366 loss_ce_4: 0.2583 loss_bbox_4: 0.1768 loss_giou_4: 0.333 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:14] d2.utils.events INFO: eta: 14:11:59 iter: 267539 total_loss: 5.426 loss_ce: 0.2668 loss_bbox: 0.1647 loss_giou: 0.3273 loss_ce_0: 0.5054 loss_bbox_0: 0.2859 loss_giou_0: 0.4859 loss_ce_1: 0.3864 loss_bbox_1: 0.2023 loss_giou_1: 0.3724 loss_ce_2: 0.3366 loss_bbox_2: 0.1841 loss_giou_2: 0.3372 loss_ce_3: 0.2977 loss_bbox_3: 0.1693 loss_giou_3: 0.3317 loss_ce_4: 0.2728 loss_bbox_4: 0.1668 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:20] d2.utils.events INFO: eta: 14:11:38 iter: 267559 total_loss: 5.573 loss_ce: 0.2673 loss_bbox: 0.1876 loss_giou: 0.3449 loss_ce_0: 0.499 loss_bbox_0: 0.3131 loss_giou_0: 0.5456 loss_ce_1: 0.3787 loss_bbox_1: 0.2167 loss_giou_1: 0.3926 loss_ce_2: 0.3092 loss_bbox_2: 0.2001 loss_giou_2: 0.3617 loss_ce_3: 0.2895 loss_bbox_3: 0.1928 loss_giou_3: 0.3526 loss_ce_4: 0.2762 loss_bbox_4: 0.1893 loss_giou_4: 0.3489 time: 0.2800 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:25] d2.utils.events INFO: eta: 14:11:39 iter: 267579 total_loss: 5.51 loss_ce: 0.2659 loss_bbox: 0.1771 loss_giou: 0.3274 loss_ce_0: 0.4819 loss_bbox_0: 0.3058 loss_giou_0: 0.521 loss_ce_1: 0.3864 loss_bbox_1: 0.2173 loss_giou_1: 0.3804 loss_ce_2: 0.3057 loss_bbox_2: 0.2021 loss_giou_2: 0.3466 loss_ce_3: 0.2717 loss_bbox_3: 0.1846 loss_giou_3: 0.3438 loss_ce_4: 0.2673 loss_bbox_4: 0.1779 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:31] d2.utils.events INFO: eta: 14:11:55 iter: 267599 total_loss: 5.608 loss_ce: 0.2747 loss_bbox: 0.1815 loss_giou: 0.3414 loss_ce_0: 0.4987 loss_bbox_0: 0.3181 loss_giou_0: 0.5204 loss_ce_1: 0.3879 loss_bbox_1: 0.2191 loss_giou_1: 0.3796 loss_ce_2: 0.3274 loss_bbox_2: 0.198 loss_giou_2: 0.3484 loss_ce_3: 0.2939 loss_bbox_3: 0.1887 loss_giou_3: 0.3504 loss_ce_4: 0.2745 loss_bbox_4: 0.1848 loss_giou_4: 0.3477 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:37] d2.utils.events INFO: eta: 14:11:57 iter: 267619 total_loss: 5.314 loss_ce: 0.2559 loss_bbox: 0.1651 loss_giou: 0.3078 loss_ce_0: 0.4686 loss_bbox_0: 0.3017 loss_giou_0: 0.4797 loss_ce_1: 0.3637 loss_bbox_1: 0.198 loss_giou_1: 0.3609 loss_ce_2: 0.3021 loss_bbox_2: 0.183 loss_giou_2: 0.3368 loss_ce_3: 0.2716 loss_bbox_3: 0.1695 loss_giou_3: 0.3199 loss_ce_4: 0.2642 loss_bbox_4: 0.1666 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:42] d2.utils.events INFO: eta: 14:12:28 iter: 267639 total_loss: 6.015 loss_ce: 0.2942 loss_bbox: 0.1993 loss_giou: 0.3628 loss_ce_0: 0.4903 loss_bbox_0: 0.3173 loss_giou_0: 0.5549 loss_ce_1: 0.3978 loss_bbox_1: 0.236 loss_giou_1: 0.4145 loss_ce_2: 0.3327 loss_bbox_2: 0.2142 loss_giou_2: 0.3825 loss_ce_3: 0.3057 loss_bbox_3: 0.2024 loss_giou_3: 0.3672 loss_ce_4: 0.293 loss_bbox_4: 0.2019 loss_giou_4: 0.3675 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:48] d2.utils.events INFO: eta: 14:11:46 iter: 267659 total_loss: 5.455 loss_ce: 0.2573 loss_bbox: 0.1748 loss_giou: 0.3349 loss_ce_0: 0.4345 loss_bbox_0: 0.2911 loss_giou_0: 0.5161 loss_ce_1: 0.3468 loss_bbox_1: 0.205 loss_giou_1: 0.3886 loss_ce_2: 0.2842 loss_bbox_2: 0.1832 loss_giou_2: 0.3551 loss_ce_3: 0.2688 loss_bbox_3: 0.18 loss_giou_3: 0.3492 loss_ce_4: 0.2584 loss_bbox_4: 0.173 loss_giou_4: 0.3385 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:54] d2.utils.events INFO: eta: 14:11:53 iter: 267679 total_loss: 5.376 loss_ce: 0.2588 loss_bbox: 0.1751 loss_giou: 0.3041 loss_ce_0: 0.4745 loss_bbox_0: 0.2933 loss_giou_0: 0.4875 loss_ce_1: 0.3636 loss_bbox_1: 0.2081 loss_giou_1: 0.3626 loss_ce_2: 0.3002 loss_bbox_2: 0.1881 loss_giou_2: 0.3262 loss_ce_3: 0.2751 loss_bbox_3: 0.1828 loss_giou_3: 0.3193 loss_ce_4: 0.261 loss_bbox_4: 0.1759 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 11:02:59] d2.utils.events INFO: eta: 14:11:27 iter: 267699 total_loss: 5.109 loss_ce: 0.2602 loss_bbox: 0.1753 loss_giou: 0.3207 loss_ce_0: 0.4879 loss_bbox_0: 0.2947 loss_giou_0: 0.4906 loss_ce_1: 0.3672 loss_bbox_1: 0.1986 loss_giou_1: 0.3497 loss_ce_2: 0.3009 loss_bbox_2: 0.1874 loss_giou_2: 0.3287 loss_ce_3: 0.2741 loss_bbox_3: 0.1775 loss_giou_3: 0.3274 loss_ce_4: 0.2603 loss_bbox_4: 0.1776 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:05] d2.utils.events INFO: eta: 14:11:19 iter: 267719 total_loss: 5.8 loss_ce: 0.2643 loss_bbox: 0.1854 loss_giou: 0.3529 loss_ce_0: 0.4825 loss_bbox_0: 0.316 loss_giou_0: 0.5416 loss_ce_1: 0.3792 loss_bbox_1: 0.2199 loss_giou_1: 0.4106 loss_ce_2: 0.3092 loss_bbox_2: 0.2029 loss_giou_2: 0.3738 loss_ce_3: 0.2901 loss_bbox_3: 0.1892 loss_giou_3: 0.3646 loss_ce_4: 0.2691 loss_bbox_4: 0.1836 loss_giou_4: 0.3567 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:11] d2.utils.events INFO: eta: 14:10:41 iter: 267739 total_loss: 5.549 loss_ce: 0.2716 loss_bbox: 0.1702 loss_giou: 0.3184 loss_ce_0: 0.5015 loss_bbox_0: 0.3035 loss_giou_0: 0.4968 loss_ce_1: 0.3928 loss_bbox_1: 0.202 loss_giou_1: 0.3724 loss_ce_2: 0.3274 loss_bbox_2: 0.1849 loss_giou_2: 0.3364 loss_ce_3: 0.2999 loss_bbox_3: 0.1739 loss_giou_3: 0.3309 loss_ce_4: 0.2832 loss_bbox_4: 0.1731 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:16] d2.utils.events INFO: eta: 14:10:27 iter: 267759 total_loss: 5.689 loss_ce: 0.2963 loss_bbox: 0.1819 loss_giou: 0.3475 loss_ce_0: 0.5032 loss_bbox_0: 0.3095 loss_giou_0: 0.5425 loss_ce_1: 0.4066 loss_bbox_1: 0.2164 loss_giou_1: 0.3933 loss_ce_2: 0.3428 loss_bbox_2: 0.193 loss_giou_2: 0.3674 loss_ce_3: 0.3117 loss_bbox_3: 0.1872 loss_giou_3: 0.3551 loss_ce_4: 0.303 loss_bbox_4: 0.1855 loss_giou_4: 0.348 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:22] d2.utils.events INFO: eta: 14:10:07 iter: 267779 total_loss: 5.479 loss_ce: 0.285 loss_bbox: 0.168 loss_giou: 0.3047 loss_ce_0: 0.488 loss_bbox_0: 0.2978 loss_giou_0: 0.4898 loss_ce_1: 0.3777 loss_bbox_1: 0.2038 loss_giou_1: 0.357 loss_ce_2: 0.3264 loss_bbox_2: 0.1844 loss_giou_2: 0.3323 loss_ce_3: 0.2945 loss_bbox_3: 0.1785 loss_giou_3: 0.3201 loss_ce_4: 0.2894 loss_bbox_4: 0.1709 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:27] d2.utils.events INFO: eta: 14:09:46 iter: 267799 total_loss: 5.394 loss_ce: 0.2534 loss_bbox: 0.1599 loss_giou: 0.2879 loss_ce_0: 0.4842 loss_bbox_0: 0.294 loss_giou_0: 0.4507 loss_ce_1: 0.3661 loss_bbox_1: 0.1958 loss_giou_1: 0.3377 loss_ce_2: 0.3067 loss_bbox_2: 0.1756 loss_giou_2: 0.3112 loss_ce_3: 0.2709 loss_bbox_3: 0.1673 loss_giou_3: 0.2975 loss_ce_4: 0.2537 loss_bbox_4: 0.1649 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:33] d2.utils.events INFO: eta: 14:09:27 iter: 267819 total_loss: 5.73 loss_ce: 0.2851 loss_bbox: 0.1807 loss_giou: 0.3253 loss_ce_0: 0.4942 loss_bbox_0: 0.2992 loss_giou_0: 0.5079 loss_ce_1: 0.4036 loss_bbox_1: 0.2133 loss_giou_1: 0.3741 loss_ce_2: 0.3474 loss_bbox_2: 0.1957 loss_giou_2: 0.3398 loss_ce_3: 0.3154 loss_bbox_3: 0.1938 loss_giou_3: 0.3351 loss_ce_4: 0.2913 loss_bbox_4: 0.1847 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:39] d2.utils.events INFO: eta: 14:09:22 iter: 267839 total_loss: 5.375 loss_ce: 0.2645 loss_bbox: 0.1749 loss_giou: 0.3264 loss_ce_0: 0.4734 loss_bbox_0: 0.3019 loss_giou_0: 0.5027 loss_ce_1: 0.3702 loss_bbox_1: 0.2083 loss_giou_1: 0.3711 loss_ce_2: 0.3113 loss_bbox_2: 0.1892 loss_giou_2: 0.3429 loss_ce_3: 0.2799 loss_bbox_3: 0.1813 loss_giou_3: 0.3329 loss_ce_4: 0.2681 loss_bbox_4: 0.175 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:44] d2.utils.events INFO: eta: 14:09:26 iter: 267859 total_loss: 5.681 loss_ce: 0.293 loss_bbox: 0.1739 loss_giou: 0.3376 loss_ce_0: 0.4828 loss_bbox_0: 0.3129 loss_giou_0: 0.5148 loss_ce_1: 0.3926 loss_bbox_1: 0.2069 loss_giou_1: 0.3901 loss_ce_2: 0.3292 loss_bbox_2: 0.1912 loss_giou_2: 0.3585 loss_ce_3: 0.3041 loss_bbox_3: 0.1824 loss_giou_3: 0.3447 loss_ce_4: 0.297 loss_bbox_4: 0.1751 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:50] d2.utils.events INFO: eta: 14:09:29 iter: 267879 total_loss: 5.607 loss_ce: 0.2722 loss_bbox: 0.1789 loss_giou: 0.3072 loss_ce_0: 0.4963 loss_bbox_0: 0.301 loss_giou_0: 0.4722 loss_ce_1: 0.3874 loss_bbox_1: 0.2171 loss_giou_1: 0.3539 loss_ce_2: 0.3238 loss_bbox_2: 0.1924 loss_giou_2: 0.3265 loss_ce_3: 0.2908 loss_bbox_3: 0.182 loss_giou_3: 0.3079 loss_ce_4: 0.2794 loss_bbox_4: 0.1765 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 11:03:56] d2.utils.events INFO: eta: 14:09:39 iter: 267899 total_loss: 5.331 loss_ce: 0.2793 loss_bbox: 0.1791 loss_giou: 0.3174 loss_ce_0: 0.4804 loss_bbox_0: 0.2934 loss_giou_0: 0.5036 loss_ce_1: 0.3765 loss_bbox_1: 0.2064 loss_giou_1: 0.3736 loss_ce_2: 0.3234 loss_bbox_2: 0.1928 loss_giou_2: 0.3459 loss_ce_3: 0.288 loss_bbox_3: 0.1821 loss_giou_3: 0.3405 loss_ce_4: 0.2772 loss_bbox_4: 0.1758 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:01] d2.utils.events INFO: eta: 14:09:05 iter: 267919 total_loss: 5.554 loss_ce: 0.2814 loss_bbox: 0.1749 loss_giou: 0.3215 loss_ce_0: 0.4908 loss_bbox_0: 0.3051 loss_giou_0: 0.5177 loss_ce_1: 0.3808 loss_bbox_1: 0.2083 loss_giou_1: 0.3694 loss_ce_2: 0.3369 loss_bbox_2: 0.1884 loss_giou_2: 0.3397 loss_ce_3: 0.293 loss_bbox_3: 0.1863 loss_giou_3: 0.3321 loss_ce_4: 0.2891 loss_bbox_4: 0.1788 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:07] d2.utils.events INFO: eta: 14:09:17 iter: 267939 total_loss: 5.389 loss_ce: 0.272 loss_bbox: 0.179 loss_giou: 0.3278 loss_ce_0: 0.4801 loss_bbox_0: 0.3015 loss_giou_0: 0.5004 loss_ce_1: 0.3773 loss_bbox_1: 0.2092 loss_giou_1: 0.3759 loss_ce_2: 0.313 loss_bbox_2: 0.1972 loss_giou_2: 0.35 loss_ce_3: 0.2838 loss_bbox_3: 0.19 loss_giou_3: 0.3378 loss_ce_4: 0.2769 loss_bbox_4: 0.1811 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:13] d2.utils.events INFO: eta: 14:09:17 iter: 267959 total_loss: 5.422 loss_ce: 0.2622 loss_bbox: 0.1643 loss_giou: 0.3206 loss_ce_0: 0.4735 loss_bbox_0: 0.297 loss_giou_0: 0.5025 loss_ce_1: 0.3644 loss_bbox_1: 0.1953 loss_giou_1: 0.3726 loss_ce_2: 0.3085 loss_bbox_2: 0.1806 loss_giou_2: 0.3404 loss_ce_3: 0.276 loss_bbox_3: 0.1758 loss_giou_3: 0.3321 loss_ce_4: 0.2631 loss_bbox_4: 0.1654 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:18] d2.utils.events INFO: eta: 14:09:13 iter: 267979 total_loss: 5.147 loss_ce: 0.2555 loss_bbox: 0.1661 loss_giou: 0.3118 loss_ce_0: 0.4791 loss_bbox_0: 0.2919 loss_giou_0: 0.5022 loss_ce_1: 0.3743 loss_bbox_1: 0.2065 loss_giou_1: 0.3586 loss_ce_2: 0.307 loss_bbox_2: 0.1938 loss_giou_2: 0.3303 loss_ce_3: 0.2759 loss_bbox_3: 0.1848 loss_giou_3: 0.3303 loss_ce_4: 0.2567 loss_bbox_4: 0.1809 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:24] d2.utils.events INFO: eta: 14:08:50 iter: 267999 total_loss: 5.553 loss_ce: 0.2751 loss_bbox: 0.1651 loss_giou: 0.3216 loss_ce_0: 0.4846 loss_bbox_0: 0.2963 loss_giou_0: 0.5111 loss_ce_1: 0.3789 loss_bbox_1: 0.1968 loss_giou_1: 0.3709 loss_ce_2: 0.323 loss_bbox_2: 0.1815 loss_giou_2: 0.3494 loss_ce_3: 0.2903 loss_bbox_3: 0.1697 loss_giou_3: 0.3298 loss_ce_4: 0.2797 loss_bbox_4: 0.168 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:30] d2.utils.events INFO: eta: 14:08:34 iter: 268019 total_loss: 5.794 loss_ce: 0.2909 loss_bbox: 0.1747 loss_giou: 0.3423 loss_ce_0: 0.5027 loss_bbox_0: 0.302 loss_giou_0: 0.5295 loss_ce_1: 0.3968 loss_bbox_1: 0.214 loss_giou_1: 0.4015 loss_ce_2: 0.335 loss_bbox_2: 0.1873 loss_giou_2: 0.3599 loss_ce_3: 0.2973 loss_bbox_3: 0.1789 loss_giou_3: 0.3444 loss_ce_4: 0.2923 loss_bbox_4: 0.1784 loss_giou_4: 0.3439 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:35] d2.utils.events INFO: eta: 14:08:29 iter: 268039 total_loss: 5.54 loss_ce: 0.2721 loss_bbox: 0.18 loss_giou: 0.3203 loss_ce_0: 0.4727 loss_bbox_0: 0.3019 loss_giou_0: 0.5058 loss_ce_1: 0.3845 loss_bbox_1: 0.2127 loss_giou_1: 0.3654 loss_ce_2: 0.3124 loss_bbox_2: 0.1958 loss_giou_2: 0.3425 loss_ce_3: 0.2858 loss_bbox_3: 0.1889 loss_giou_3: 0.3292 loss_ce_4: 0.2806 loss_bbox_4: 0.1796 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:41] d2.utils.events INFO: eta: 14:08:27 iter: 268059 total_loss: 5.555 loss_ce: 0.2658 loss_bbox: 0.1631 loss_giou: 0.3336 loss_ce_0: 0.4945 loss_bbox_0: 0.2891 loss_giou_0: 0.527 loss_ce_1: 0.3763 loss_bbox_1: 0.1914 loss_giou_1: 0.3931 loss_ce_2: 0.3178 loss_bbox_2: 0.1747 loss_giou_2: 0.3622 loss_ce_3: 0.2903 loss_bbox_3: 0.1687 loss_giou_3: 0.3455 loss_ce_4: 0.2811 loss_bbox_4: 0.1662 loss_giou_4: 0.3391 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:47] d2.utils.events INFO: eta: 14:08:22 iter: 268079 total_loss: 5.709 loss_ce: 0.2808 loss_bbox: 0.1819 loss_giou: 0.3584 loss_ce_0: 0.4985 loss_bbox_0: 0.3066 loss_giou_0: 0.5369 loss_ce_1: 0.3926 loss_bbox_1: 0.2083 loss_giou_1: 0.4027 loss_ce_2: 0.3255 loss_bbox_2: 0.1922 loss_giou_2: 0.3699 loss_ce_3: 0.2864 loss_bbox_3: 0.1853 loss_giou_3: 0.3686 loss_ce_4: 0.2786 loss_bbox_4: 0.1786 loss_giou_4: 0.3573 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:52] d2.utils.events INFO: eta: 14:08:02 iter: 268099 total_loss: 5.364 loss_ce: 0.2507 loss_bbox: 0.1722 loss_giou: 0.2987 loss_ce_0: 0.4788 loss_bbox_0: 0.2934 loss_giou_0: 0.4816 loss_ce_1: 0.3761 loss_bbox_1: 0.2077 loss_giou_1: 0.3547 loss_ce_2: 0.3035 loss_bbox_2: 0.1829 loss_giou_2: 0.3282 loss_ce_3: 0.2649 loss_bbox_3: 0.1786 loss_giou_3: 0.3118 loss_ce_4: 0.257 loss_bbox_4: 0.1732 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 11:04:58] d2.utils.events INFO: eta: 14:08:02 iter: 268119 total_loss: 5.01 loss_ce: 0.2505 loss_bbox: 0.1666 loss_giou: 0.3098 loss_ce_0: 0.476 loss_bbox_0: 0.2904 loss_giou_0: 0.4948 loss_ce_1: 0.3666 loss_bbox_1: 0.196 loss_giou_1: 0.3571 loss_ce_2: 0.2942 loss_bbox_2: 0.1795 loss_giou_2: 0.3273 loss_ce_3: 0.2522 loss_bbox_3: 0.1727 loss_giou_3: 0.3178 loss_ce_4: 0.246 loss_bbox_4: 0.1679 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:04] d2.utils.events INFO: eta: 14:07:44 iter: 268139 total_loss: 5.474 loss_ce: 0.2686 loss_bbox: 0.1721 loss_giou: 0.3199 loss_ce_0: 0.5025 loss_bbox_0: 0.2992 loss_giou_0: 0.5024 loss_ce_1: 0.384 loss_bbox_1: 0.2009 loss_giou_1: 0.3699 loss_ce_2: 0.3144 loss_bbox_2: 0.1851 loss_giou_2: 0.3302 loss_ce_3: 0.2885 loss_bbox_3: 0.1812 loss_giou_3: 0.33 loss_ce_4: 0.2779 loss_bbox_4: 0.1763 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:09] d2.utils.events INFO: eta: 14:07:54 iter: 268159 total_loss: 5.37 loss_ce: 0.2562 loss_bbox: 0.1747 loss_giou: 0.3331 loss_ce_0: 0.4822 loss_bbox_0: 0.3052 loss_giou_0: 0.5111 loss_ce_1: 0.3812 loss_bbox_1: 0.2079 loss_giou_1: 0.3758 loss_ce_2: 0.3203 loss_bbox_2: 0.1911 loss_giou_2: 0.3517 loss_ce_3: 0.2728 loss_bbox_3: 0.1765 loss_giou_3: 0.3419 loss_ce_4: 0.2666 loss_bbox_4: 0.1731 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:15] d2.utils.events INFO: eta: 14:07:13 iter: 268179 total_loss: 5.33 loss_ce: 0.2713 loss_bbox: 0.1832 loss_giou: 0.3107 loss_ce_0: 0.4762 loss_bbox_0: 0.306 loss_giou_0: 0.4711 loss_ce_1: 0.3773 loss_bbox_1: 0.2079 loss_giou_1: 0.3569 loss_ce_2: 0.3167 loss_bbox_2: 0.1949 loss_giou_2: 0.3283 loss_ce_3: 0.2844 loss_bbox_3: 0.1888 loss_giou_3: 0.3202 loss_ce_4: 0.2671 loss_bbox_4: 0.1872 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:21] d2.utils.events INFO: eta: 14:07:15 iter: 268199 total_loss: 5.493 loss_ce: 0.2716 loss_bbox: 0.1787 loss_giou: 0.3275 loss_ce_0: 0.4922 loss_bbox_0: 0.3031 loss_giou_0: 0.5245 loss_ce_1: 0.3822 loss_bbox_1: 0.205 loss_giou_1: 0.3812 loss_ce_2: 0.31 loss_bbox_2: 0.1817 loss_giou_2: 0.3457 loss_ce_3: 0.279 loss_bbox_3: 0.1844 loss_giou_3: 0.3322 loss_ce_4: 0.275 loss_bbox_4: 0.1775 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:26] d2.utils.events INFO: eta: 14:07:28 iter: 268219 total_loss: 5.578 loss_ce: 0.2574 loss_bbox: 0.1814 loss_giou: 0.3344 loss_ce_0: 0.4684 loss_bbox_0: 0.302 loss_giou_0: 0.5093 loss_ce_1: 0.3695 loss_bbox_1: 0.2076 loss_giou_1: 0.3806 loss_ce_2: 0.3072 loss_bbox_2: 0.1936 loss_giou_2: 0.3518 loss_ce_3: 0.27 loss_bbox_3: 0.1871 loss_giou_3: 0.3452 loss_ce_4: 0.2648 loss_bbox_4: 0.1825 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:32] d2.utils.events INFO: eta: 14:07:31 iter: 268239 total_loss: 5.29 loss_ce: 0.2615 loss_bbox: 0.1778 loss_giou: 0.3267 loss_ce_0: 0.4785 loss_bbox_0: 0.3056 loss_giou_0: 0.5156 loss_ce_1: 0.3755 loss_bbox_1: 0.1952 loss_giou_1: 0.3667 loss_ce_2: 0.3029 loss_bbox_2: 0.1869 loss_giou_2: 0.3385 loss_ce_3: 0.2745 loss_bbox_3: 0.1781 loss_giou_3: 0.3242 loss_ce_4: 0.2715 loss_bbox_4: 0.1771 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:38] d2.utils.events INFO: eta: 14:07:35 iter: 268259 total_loss: 5.465 loss_ce: 0.2653 loss_bbox: 0.1697 loss_giou: 0.3323 loss_ce_0: 0.467 loss_bbox_0: 0.2936 loss_giou_0: 0.5239 loss_ce_1: 0.3752 loss_bbox_1: 0.1974 loss_giou_1: 0.3792 loss_ce_2: 0.3204 loss_bbox_2: 0.1897 loss_giou_2: 0.3548 loss_ce_3: 0.2783 loss_bbox_3: 0.182 loss_giou_3: 0.3462 loss_ce_4: 0.2693 loss_bbox_4: 0.1722 loss_giou_4: 0.3369 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:43] d2.utils.events INFO: eta: 14:07:42 iter: 268279 total_loss: 5.556 loss_ce: 0.2791 loss_bbox: 0.1761 loss_giou: 0.3302 loss_ce_0: 0.4839 loss_bbox_0: 0.2913 loss_giou_0: 0.489 loss_ce_1: 0.3776 loss_bbox_1: 0.202 loss_giou_1: 0.3753 loss_ce_2: 0.3158 loss_bbox_2: 0.1909 loss_giou_2: 0.3504 loss_ce_3: 0.285 loss_bbox_3: 0.187 loss_giou_3: 0.3442 loss_ce_4: 0.2774 loss_bbox_4: 0.1815 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:49] d2.utils.events INFO: eta: 14:07:02 iter: 268299 total_loss: 5.553 loss_ce: 0.2647 loss_bbox: 0.1871 loss_giou: 0.3279 loss_ce_0: 0.4947 loss_bbox_0: 0.3024 loss_giou_0: 0.4904 loss_ce_1: 0.3729 loss_bbox_1: 0.2129 loss_giou_1: 0.3722 loss_ce_2: 0.3061 loss_bbox_2: 0.2017 loss_giou_2: 0.3458 loss_ce_3: 0.2844 loss_bbox_3: 0.1902 loss_giou_3: 0.3391 loss_ce_4: 0.2649 loss_bbox_4: 0.1864 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 11:05:55] d2.utils.events INFO: eta: 14:06:44 iter: 268319 total_loss: 5.538 loss_ce: 0.2757 loss_bbox: 0.1814 loss_giou: 0.3267 loss_ce_0: 0.5071 loss_bbox_0: 0.3143 loss_giou_0: 0.5049 loss_ce_1: 0.386 loss_bbox_1: 0.2228 loss_giou_1: 0.3957 loss_ce_2: 0.3184 loss_bbox_2: 0.1958 loss_giou_2: 0.3536 loss_ce_3: 0.2928 loss_bbox_3: 0.1948 loss_giou_3: 0.3369 loss_ce_4: 0.2739 loss_bbox_4: 0.1806 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:00] d2.utils.events INFO: eta: 14:06:38 iter: 268339 total_loss: 5.466 loss_ce: 0.2746 loss_bbox: 0.1791 loss_giou: 0.325 loss_ce_0: 0.4752 loss_bbox_0: 0.303 loss_giou_0: 0.4946 loss_ce_1: 0.3691 loss_bbox_1: 0.2187 loss_giou_1: 0.3784 loss_ce_2: 0.3158 loss_bbox_2: 0.194 loss_giou_2: 0.3474 loss_ce_3: 0.2843 loss_bbox_3: 0.1858 loss_giou_3: 0.3362 loss_ce_4: 0.2707 loss_bbox_4: 0.181 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:06] d2.utils.events INFO: eta: 14:06:49 iter: 268359 total_loss: 5.565 loss_ce: 0.276 loss_bbox: 0.1854 loss_giou: 0.3455 loss_ce_0: 0.4846 loss_bbox_0: 0.2954 loss_giou_0: 0.5345 loss_ce_1: 0.3812 loss_bbox_1: 0.2066 loss_giou_1: 0.3968 loss_ce_2: 0.321 loss_bbox_2: 0.1912 loss_giou_2: 0.3635 loss_ce_3: 0.285 loss_bbox_3: 0.1832 loss_giou_3: 0.3591 loss_ce_4: 0.2836 loss_bbox_4: 0.1871 loss_giou_4: 0.3449 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:12] d2.utils.events INFO: eta: 14:06:54 iter: 268379 total_loss: 5.35 loss_ce: 0.2598 loss_bbox: 0.1806 loss_giou: 0.3104 loss_ce_0: 0.4884 loss_bbox_0: 0.2955 loss_giou_0: 0.4896 loss_ce_1: 0.3738 loss_bbox_1: 0.2128 loss_giou_1: 0.3617 loss_ce_2: 0.3099 loss_bbox_2: 0.1884 loss_giou_2: 0.3381 loss_ce_3: 0.2805 loss_bbox_3: 0.1828 loss_giou_3: 0.3236 loss_ce_4: 0.2663 loss_bbox_4: 0.183 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:17] d2.utils.events INFO: eta: 14:06:50 iter: 268399 total_loss: 5.574 loss_ce: 0.2709 loss_bbox: 0.1902 loss_giou: 0.3284 loss_ce_0: 0.495 loss_bbox_0: 0.2974 loss_giou_0: 0.4839 loss_ce_1: 0.385 loss_bbox_1: 0.2125 loss_giou_1: 0.3871 loss_ce_2: 0.3137 loss_bbox_2: 0.1987 loss_giou_2: 0.3555 loss_ce_3: 0.2866 loss_bbox_3: 0.1913 loss_giou_3: 0.3331 loss_ce_4: 0.2721 loss_bbox_4: 0.1894 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:23] d2.utils.events INFO: eta: 14:06:53 iter: 268419 total_loss: 5.429 loss_ce: 0.2684 loss_bbox: 0.1687 loss_giou: 0.3275 loss_ce_0: 0.4769 loss_bbox_0: 0.298 loss_giou_0: 0.5035 loss_ce_1: 0.3592 loss_bbox_1: 0.2068 loss_giou_1: 0.3778 loss_ce_2: 0.3091 loss_bbox_2: 0.1877 loss_giou_2: 0.3564 loss_ce_3: 0.2824 loss_bbox_3: 0.1746 loss_giou_3: 0.3395 loss_ce_4: 0.2691 loss_bbox_4: 0.1702 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:28] d2.utils.events INFO: eta: 14:06:37 iter: 268439 total_loss: 5.523 loss_ce: 0.2687 loss_bbox: 0.1689 loss_giou: 0.3231 loss_ce_0: 0.5051 loss_bbox_0: 0.2892 loss_giou_0: 0.5163 loss_ce_1: 0.3758 loss_bbox_1: 0.2026 loss_giou_1: 0.3696 loss_ce_2: 0.3187 loss_bbox_2: 0.1855 loss_giou_2: 0.348 loss_ce_3: 0.2881 loss_bbox_3: 0.1766 loss_giou_3: 0.3342 loss_ce_4: 0.2747 loss_bbox_4: 0.1709 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:34] d2.utils.events INFO: eta: 14:06:34 iter: 268459 total_loss: 5.218 loss_ce: 0.2536 loss_bbox: 0.1659 loss_giou: 0.2961 loss_ce_0: 0.4529 loss_bbox_0: 0.3072 loss_giou_0: 0.4669 loss_ce_1: 0.3582 loss_bbox_1: 0.2112 loss_giou_1: 0.3523 loss_ce_2: 0.2915 loss_bbox_2: 0.1915 loss_giou_2: 0.3172 loss_ce_3: 0.2604 loss_bbox_3: 0.1782 loss_giou_3: 0.3053 loss_ce_4: 0.2505 loss_bbox_4: 0.1706 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:40] d2.utils.events INFO: eta: 14:05:55 iter: 268479 total_loss: 5.688 loss_ce: 0.2752 loss_bbox: 0.193 loss_giou: 0.3258 loss_ce_0: 0.4759 loss_bbox_0: 0.3319 loss_giou_0: 0.4918 loss_ce_1: 0.3908 loss_bbox_1: 0.2315 loss_giou_1: 0.3591 loss_ce_2: 0.3322 loss_bbox_2: 0.2085 loss_giou_2: 0.3365 loss_ce_3: 0.294 loss_bbox_3: 0.199 loss_giou_3: 0.3295 loss_ce_4: 0.2743 loss_bbox_4: 0.1991 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:45] d2.utils.events INFO: eta: 14:05:42 iter: 268499 total_loss: 5.733 loss_ce: 0.2829 loss_bbox: 0.1817 loss_giou: 0.3466 loss_ce_0: 0.4847 loss_bbox_0: 0.3 loss_giou_0: 0.5199 loss_ce_1: 0.3882 loss_bbox_1: 0.2094 loss_giou_1: 0.4026 loss_ce_2: 0.3252 loss_bbox_2: 0.1966 loss_giou_2: 0.3724 loss_ce_3: 0.2963 loss_bbox_3: 0.186 loss_giou_3: 0.3563 loss_ce_4: 0.2893 loss_bbox_4: 0.1827 loss_giou_4: 0.3537 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:51] d2.utils.events INFO: eta: 14:05:25 iter: 268519 total_loss: 5.715 loss_ce: 0.2805 loss_bbox: 0.1788 loss_giou: 0.3404 loss_ce_0: 0.4898 loss_bbox_0: 0.3158 loss_giou_0: 0.5268 loss_ce_1: 0.3803 loss_bbox_1: 0.2104 loss_giou_1: 0.3948 loss_ce_2: 0.3173 loss_bbox_2: 0.1969 loss_giou_2: 0.3593 loss_ce_3: 0.294 loss_bbox_3: 0.1915 loss_giou_3: 0.3513 loss_ce_4: 0.2793 loss_bbox_4: 0.1827 loss_giou_4: 0.3446 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:06:56] d2.utils.events INFO: eta: 14:05:06 iter: 268539 total_loss: 5.344 loss_ce: 0.2489 loss_bbox: 0.1784 loss_giou: 0.3222 loss_ce_0: 0.4649 loss_bbox_0: 0.2875 loss_giou_0: 0.5019 loss_ce_1: 0.3676 loss_bbox_1: 0.2058 loss_giou_1: 0.3704 loss_ce_2: 0.2952 loss_bbox_2: 0.1855 loss_giou_2: 0.3403 loss_ce_3: 0.2666 loss_bbox_3: 0.1837 loss_giou_3: 0.3346 loss_ce_4: 0.2548 loss_bbox_4: 0.1799 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:02] d2.utils.events INFO: eta: 14:04:39 iter: 268559 total_loss: 5.456 loss_ce: 0.2571 loss_bbox: 0.1686 loss_giou: 0.3234 loss_ce_0: 0.4834 loss_bbox_0: 0.3007 loss_giou_0: 0.5097 loss_ce_1: 0.3695 loss_bbox_1: 0.2096 loss_giou_1: 0.3736 loss_ce_2: 0.3028 loss_bbox_2: 0.1851 loss_giou_2: 0.3484 loss_ce_3: 0.262 loss_bbox_3: 0.1749 loss_giou_3: 0.3334 loss_ce_4: 0.2537 loss_bbox_4: 0.1733 loss_giou_4: 0.3286 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:08] d2.utils.events INFO: eta: 14:04:03 iter: 268579 total_loss: 5.467 loss_ce: 0.2714 loss_bbox: 0.1755 loss_giou: 0.3212 loss_ce_0: 0.4763 loss_bbox_0: 0.2979 loss_giou_0: 0.4923 loss_ce_1: 0.3855 loss_bbox_1: 0.2072 loss_giou_1: 0.3755 loss_ce_2: 0.3211 loss_bbox_2: 0.19 loss_giou_2: 0.3459 loss_ce_3: 0.2847 loss_bbox_3: 0.182 loss_giou_3: 0.3324 loss_ce_4: 0.2755 loss_bbox_4: 0.1789 loss_giou_4: 0.3251 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:13] d2.utils.events INFO: eta: 14:03:40 iter: 268599 total_loss: 5.156 loss_ce: 0.2443 loss_bbox: 0.1757 loss_giou: 0.3093 loss_ce_0: 0.4795 loss_bbox_0: 0.2938 loss_giou_0: 0.4785 loss_ce_1: 0.3468 loss_bbox_1: 0.2001 loss_giou_1: 0.3634 loss_ce_2: 0.2971 loss_bbox_2: 0.1816 loss_giou_2: 0.3318 loss_ce_3: 0.2699 loss_bbox_3: 0.177 loss_giou_3: 0.322 loss_ce_4: 0.2461 loss_bbox_4: 0.1765 loss_giou_4: 0.3129 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:19] d2.utils.events INFO: eta: 14:03:17 iter: 268619 total_loss: 5.488 loss_ce: 0.2772 loss_bbox: 0.1719 loss_giou: 0.3437 loss_ce_0: 0.4893 loss_bbox_0: 0.2914 loss_giou_0: 0.5403 loss_ce_1: 0.3811 loss_bbox_1: 0.2037 loss_giou_1: 0.3943 loss_ce_2: 0.322 loss_bbox_2: 0.1802 loss_giou_2: 0.3605 loss_ce_3: 0.2849 loss_bbox_3: 0.1755 loss_giou_3: 0.3539 loss_ce_4: 0.2697 loss_bbox_4: 0.1721 loss_giou_4: 0.3423 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:25] d2.utils.events INFO: eta: 14:02:54 iter: 268639 total_loss: 5.432 loss_ce: 0.2685 loss_bbox: 0.1765 loss_giou: 0.3037 loss_ce_0: 0.5033 loss_bbox_0: 0.3029 loss_giou_0: 0.456 loss_ce_1: 0.3831 loss_bbox_1: 0.2111 loss_giou_1: 0.3394 loss_ce_2: 0.3203 loss_bbox_2: 0.1963 loss_giou_2: 0.3319 loss_ce_3: 0.2898 loss_bbox_3: 0.1874 loss_giou_3: 0.3161 loss_ce_4: 0.2802 loss_bbox_4: 0.1829 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:30] d2.utils.events INFO: eta: 14:02:53 iter: 268659 total_loss: 5.452 loss_ce: 0.2781 loss_bbox: 0.177 loss_giou: 0.3159 loss_ce_0: 0.4873 loss_bbox_0: 0.2893 loss_giou_0: 0.4941 loss_ce_1: 0.3806 loss_bbox_1: 0.2038 loss_giou_1: 0.3597 loss_ce_2: 0.3222 loss_bbox_2: 0.1887 loss_giou_2: 0.3361 loss_ce_3: 0.3097 loss_bbox_3: 0.1781 loss_giou_3: 0.3272 loss_ce_4: 0.2812 loss_bbox_4: 0.1733 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:36] d2.utils.events INFO: eta: 14:02:34 iter: 268679 total_loss: 5.404 loss_ce: 0.2601 loss_bbox: 0.17 loss_giou: 0.3187 loss_ce_0: 0.4731 loss_bbox_0: 0.2855 loss_giou_0: 0.5033 loss_ce_1: 0.3754 loss_bbox_1: 0.2031 loss_giou_1: 0.3643 loss_ce_2: 0.3192 loss_bbox_2: 0.1837 loss_giou_2: 0.3422 loss_ce_3: 0.2876 loss_bbox_3: 0.1783 loss_giou_3: 0.3311 loss_ce_4: 0.2691 loss_bbox_4: 0.1734 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:41] d2.utils.events INFO: eta: 14:02:47 iter: 268699 total_loss: 5.271 loss_ce: 0.2474 loss_bbox: 0.1746 loss_giou: 0.3068 loss_ce_0: 0.4789 loss_bbox_0: 0.2883 loss_giou_0: 0.4792 loss_ce_1: 0.3541 loss_bbox_1: 0.2029 loss_giou_1: 0.3573 loss_ce_2: 0.2917 loss_bbox_2: 0.1895 loss_giou_2: 0.3215 loss_ce_3: 0.2577 loss_bbox_3: 0.1846 loss_giou_3: 0.3101 loss_ce_4: 0.2419 loss_bbox_4: 0.1813 loss_giou_4: 0.306 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:47] d2.utils.events INFO: eta: 14:03:00 iter: 268719 total_loss: 5.501 loss_ce: 0.272 loss_bbox: 0.1726 loss_giou: 0.3324 loss_ce_0: 0.4997 loss_bbox_0: 0.2914 loss_giou_0: 0.4957 loss_ce_1: 0.3786 loss_bbox_1: 0.21 loss_giou_1: 0.3713 loss_ce_2: 0.3201 loss_bbox_2: 0.1904 loss_giou_2: 0.3495 loss_ce_3: 0.2839 loss_bbox_3: 0.1766 loss_giou_3: 0.3408 loss_ce_4: 0.2766 loss_bbox_4: 0.1725 loss_giou_4: 0.3387 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:53] d2.utils.events INFO: eta: 14:03:21 iter: 268739 total_loss: 5.575 loss_ce: 0.2731 loss_bbox: 0.1801 loss_giou: 0.3335 loss_ce_0: 0.4807 loss_bbox_0: 0.3071 loss_giou_0: 0.5137 loss_ce_1: 0.3719 loss_bbox_1: 0.2027 loss_giou_1: 0.3861 loss_ce_2: 0.3138 loss_bbox_2: 0.1872 loss_giou_2: 0.3543 loss_ce_3: 0.2839 loss_bbox_3: 0.1812 loss_giou_3: 0.3355 loss_ce_4: 0.2717 loss_bbox_4: 0.1792 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 11:07:59] d2.utils.events INFO: eta: 14:03:20 iter: 268759 total_loss: 5.394 loss_ce: 0.2647 loss_bbox: 0.1752 loss_giou: 0.3168 loss_ce_0: 0.4989 loss_bbox_0: 0.2952 loss_giou_0: 0.4956 loss_ce_1: 0.3869 loss_bbox_1: 0.2109 loss_giou_1: 0.3677 loss_ce_2: 0.3251 loss_bbox_2: 0.182 loss_giou_2: 0.3338 loss_ce_3: 0.2798 loss_bbox_3: 0.1781 loss_giou_3: 0.3228 loss_ce_4: 0.2663 loss_bbox_4: 0.1786 loss_giou_4: 0.3197 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:04] d2.utils.events INFO: eta: 14:03:48 iter: 268779 total_loss: 5.381 loss_ce: 0.2652 loss_bbox: 0.1773 loss_giou: 0.313 loss_ce_0: 0.4613 loss_bbox_0: 0.2901 loss_giou_0: 0.4846 loss_ce_1: 0.3636 loss_bbox_1: 0.208 loss_giou_1: 0.3625 loss_ce_2: 0.3075 loss_bbox_2: 0.1916 loss_giou_2: 0.3384 loss_ce_3: 0.2684 loss_bbox_3: 0.1883 loss_giou_3: 0.327 loss_ce_4: 0.2647 loss_bbox_4: 0.1843 loss_giou_4: 0.3182 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:10] d2.utils.events INFO: eta: 14:03:53 iter: 268799 total_loss: 5.435 loss_ce: 0.2787 loss_bbox: 0.1587 loss_giou: 0.3312 loss_ce_0: 0.4749 loss_bbox_0: 0.2826 loss_giou_0: 0.5349 loss_ce_1: 0.3736 loss_bbox_1: 0.19 loss_giou_1: 0.3872 loss_ce_2: 0.3293 loss_bbox_2: 0.1704 loss_giou_2: 0.3571 loss_ce_3: 0.2916 loss_bbox_3: 0.1622 loss_giou_3: 0.3431 loss_ce_4: 0.275 loss_bbox_4: 0.16 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:16] d2.utils.events INFO: eta: 14:04:05 iter: 268819 total_loss: 5.452 loss_ce: 0.2682 loss_bbox: 0.1767 loss_giou: 0.3142 loss_ce_0: 0.4883 loss_bbox_0: 0.299 loss_giou_0: 0.4926 loss_ce_1: 0.3792 loss_bbox_1: 0.2088 loss_giou_1: 0.3644 loss_ce_2: 0.3116 loss_bbox_2: 0.1861 loss_giou_2: 0.3372 loss_ce_3: 0.2784 loss_bbox_3: 0.183 loss_giou_3: 0.3271 loss_ce_4: 0.2693 loss_bbox_4: 0.1765 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:21] d2.utils.events INFO: eta: 14:03:59 iter: 268839 total_loss: 5.344 loss_ce: 0.2551 loss_bbox: 0.1715 loss_giou: 0.3283 loss_ce_0: 0.4808 loss_bbox_0: 0.3011 loss_giou_0: 0.4983 loss_ce_1: 0.3708 loss_bbox_1: 0.2106 loss_giou_1: 0.3725 loss_ce_2: 0.3019 loss_bbox_2: 0.191 loss_giou_2: 0.3482 loss_ce_3: 0.2759 loss_bbox_3: 0.1809 loss_giou_3: 0.3325 loss_ce_4: 0.2674 loss_bbox_4: 0.1742 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:27] d2.utils.events INFO: eta: 14:03:36 iter: 268859 total_loss: 5.466 loss_ce: 0.2794 loss_bbox: 0.1738 loss_giou: 0.343 loss_ce_0: 0.4837 loss_bbox_0: 0.2981 loss_giou_0: 0.5107 loss_ce_1: 0.3761 loss_bbox_1: 0.2023 loss_giou_1: 0.3822 loss_ce_2: 0.3248 loss_bbox_2: 0.1899 loss_giou_2: 0.3589 loss_ce_3: 0.2941 loss_bbox_3: 0.1807 loss_giou_3: 0.346 loss_ce_4: 0.2835 loss_bbox_4: 0.1815 loss_giou_4: 0.3451 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:33] d2.utils.events INFO: eta: 14:03:41 iter: 268879 total_loss: 5.58 loss_ce: 0.2842 loss_bbox: 0.1862 loss_giou: 0.3236 loss_ce_0: 0.4966 loss_bbox_0: 0.3026 loss_giou_0: 0.5082 loss_ce_1: 0.3911 loss_bbox_1: 0.2111 loss_giou_1: 0.3746 loss_ce_2: 0.3338 loss_bbox_2: 0.191 loss_giou_2: 0.3373 loss_ce_3: 0.306 loss_bbox_3: 0.1853 loss_giou_3: 0.3304 loss_ce_4: 0.2866 loss_bbox_4: 0.1847 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:38] d2.utils.events INFO: eta: 14:03:58 iter: 268899 total_loss: 5.245 loss_ce: 0.2532 loss_bbox: 0.1687 loss_giou: 0.3411 loss_ce_0: 0.4709 loss_bbox_0: 0.3006 loss_giou_0: 0.5029 loss_ce_1: 0.3554 loss_bbox_1: 0.203 loss_giou_1: 0.3837 loss_ce_2: 0.2989 loss_bbox_2: 0.1832 loss_giou_2: 0.3575 loss_ce_3: 0.2781 loss_bbox_3: 0.1726 loss_giou_3: 0.3458 loss_ce_4: 0.2608 loss_bbox_4: 0.1696 loss_giou_4: 0.344 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:44] d2.utils.events INFO: eta: 14:04:11 iter: 268919 total_loss: 5.558 loss_ce: 0.2636 loss_bbox: 0.1779 loss_giou: 0.3243 loss_ce_0: 0.4804 loss_bbox_0: 0.3187 loss_giou_0: 0.5131 loss_ce_1: 0.3679 loss_bbox_1: 0.2103 loss_giou_1: 0.3638 loss_ce_2: 0.3208 loss_bbox_2: 0.1834 loss_giou_2: 0.3347 loss_ce_3: 0.2772 loss_bbox_3: 0.1793 loss_giou_3: 0.3261 loss_ce_4: 0.2663 loss_bbox_4: 0.1788 loss_giou_4: 0.3247 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:50] d2.utils.events INFO: eta: 14:04:00 iter: 268939 total_loss: 5.504 loss_ce: 0.2725 loss_bbox: 0.1908 loss_giou: 0.326 loss_ce_0: 0.4646 loss_bbox_0: 0.3134 loss_giou_0: 0.4847 loss_ce_1: 0.3751 loss_bbox_1: 0.2213 loss_giou_1: 0.3617 loss_ce_2: 0.3236 loss_bbox_2: 0.1921 loss_giou_2: 0.3394 loss_ce_3: 0.2844 loss_bbox_3: 0.1884 loss_giou_3: 0.3328 loss_ce_4: 0.2699 loss_bbox_4: 0.1852 loss_giou_4: 0.3294 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 11:08:55] d2.utils.events INFO: eta: 14:04:12 iter: 268959 total_loss: 5.545 loss_ce: 0.2571 loss_bbox: 0.1764 loss_giou: 0.3297 loss_ce_0: 0.4859 loss_bbox_0: 0.2945 loss_giou_0: 0.5049 loss_ce_1: 0.3804 loss_bbox_1: 0.2093 loss_giou_1: 0.3731 loss_ce_2: 0.3078 loss_bbox_2: 0.1853 loss_giou_2: 0.3391 loss_ce_3: 0.272 loss_bbox_3: 0.1788 loss_giou_3: 0.3358 loss_ce_4: 0.2534 loss_bbox_4: 0.1762 loss_giou_4: 0.3326 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:01] d2.utils.events INFO: eta: 14:04:00 iter: 268979 total_loss: 5.521 loss_ce: 0.271 loss_bbox: 0.1776 loss_giou: 0.3349 loss_ce_0: 0.4746 loss_bbox_0: 0.3067 loss_giou_0: 0.5115 loss_ce_1: 0.3806 loss_bbox_1: 0.2128 loss_giou_1: 0.3847 loss_ce_2: 0.3243 loss_bbox_2: 0.189 loss_giou_2: 0.356 loss_ce_3: 0.2892 loss_bbox_3: 0.186 loss_giou_3: 0.3468 loss_ce_4: 0.2811 loss_bbox_4: 0.1814 loss_giou_4: 0.3385 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:07] d2.utils.events INFO: eta: 14:04:02 iter: 268999 total_loss: 5.393 loss_ce: 0.2586 loss_bbox: 0.1559 loss_giou: 0.3144 loss_ce_0: 0.4804 loss_bbox_0: 0.2808 loss_giou_0: 0.5108 loss_ce_1: 0.3587 loss_bbox_1: 0.1861 loss_giou_1: 0.3647 loss_ce_2: 0.3115 loss_bbox_2: 0.1675 loss_giou_2: 0.3354 loss_ce_3: 0.2827 loss_bbox_3: 0.1667 loss_giou_3: 0.333 loss_ce_4: 0.2649 loss_bbox_4: 0.1621 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:12] d2.utils.events INFO: eta: 14:04:10 iter: 269019 total_loss: 5.645 loss_ce: 0.2701 loss_bbox: 0.1847 loss_giou: 0.343 loss_ce_0: 0.4937 loss_bbox_0: 0.3098 loss_giou_0: 0.514 loss_ce_1: 0.3831 loss_bbox_1: 0.2133 loss_giou_1: 0.3778 loss_ce_2: 0.3216 loss_bbox_2: 0.1963 loss_giou_2: 0.3526 loss_ce_3: 0.2916 loss_bbox_3: 0.1876 loss_giou_3: 0.3474 loss_ce_4: 0.2722 loss_bbox_4: 0.1849 loss_giou_4: 0.3435 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:18] d2.utils.events INFO: eta: 14:04:02 iter: 269039 total_loss: 5.428 loss_ce: 0.2867 loss_bbox: 0.1713 loss_giou: 0.3179 loss_ce_0: 0.5116 loss_bbox_0: 0.3053 loss_giou_0: 0.495 loss_ce_1: 0.3888 loss_bbox_1: 0.2087 loss_giou_1: 0.3666 loss_ce_2: 0.3149 loss_bbox_2: 0.1847 loss_giou_2: 0.3394 loss_ce_3: 0.299 loss_bbox_3: 0.1732 loss_giou_3: 0.3212 loss_ce_4: 0.294 loss_bbox_4: 0.1701 loss_giou_4: 0.3178 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:24] d2.utils.events INFO: eta: 14:03:56 iter: 269059 total_loss: 5.29 loss_ce: 0.2407 loss_bbox: 0.169 loss_giou: 0.3205 loss_ce_0: 0.465 loss_bbox_0: 0.2814 loss_giou_0: 0.4806 loss_ce_1: 0.3579 loss_bbox_1: 0.199 loss_giou_1: 0.3588 loss_ce_2: 0.296 loss_bbox_2: 0.1773 loss_giou_2: 0.3382 loss_ce_3: 0.2558 loss_bbox_3: 0.1772 loss_giou_3: 0.3262 loss_ce_4: 0.2473 loss_bbox_4: 0.1735 loss_giou_4: 0.3278 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:29] d2.utils.events INFO: eta: 14:03:49 iter: 269079 total_loss: 5.402 loss_ce: 0.2582 loss_bbox: 0.1713 loss_giou: 0.3215 loss_ce_0: 0.4795 loss_bbox_0: 0.2907 loss_giou_0: 0.4859 loss_ce_1: 0.3577 loss_bbox_1: 0.1979 loss_giou_1: 0.3649 loss_ce_2: 0.3086 loss_bbox_2: 0.1788 loss_giou_2: 0.3414 loss_ce_3: 0.2612 loss_bbox_3: 0.1749 loss_giou_3: 0.3287 loss_ce_4: 0.2523 loss_bbox_4: 0.1753 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:35] d2.utils.events INFO: eta: 14:03:45 iter: 269099 total_loss: 5.359 loss_ce: 0.2525 loss_bbox: 0.1718 loss_giou: 0.334 loss_ce_0: 0.4707 loss_bbox_0: 0.2843 loss_giou_0: 0.5183 loss_ce_1: 0.3686 loss_bbox_1: 0.2036 loss_giou_1: 0.3823 loss_ce_2: 0.3027 loss_bbox_2: 0.1792 loss_giou_2: 0.3522 loss_ce_3: 0.2634 loss_bbox_3: 0.1809 loss_giou_3: 0.3461 loss_ce_4: 0.2507 loss_bbox_4: 0.1736 loss_giou_4: 0.3408 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:41] d2.utils.events INFO: eta: 14:03:36 iter: 269119 total_loss: 5.639 loss_ce: 0.2957 loss_bbox: 0.1815 loss_giou: 0.3171 loss_ce_0: 0.4838 loss_bbox_0: 0.3107 loss_giou_0: 0.5034 loss_ce_1: 0.3928 loss_bbox_1: 0.2119 loss_giou_1: 0.3743 loss_ce_2: 0.3412 loss_bbox_2: 0.1938 loss_giou_2: 0.3391 loss_ce_3: 0.2985 loss_bbox_3: 0.1879 loss_giou_3: 0.33 loss_ce_4: 0.2919 loss_bbox_4: 0.1849 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:46] d2.utils.events INFO: eta: 14:03:31 iter: 269139 total_loss: 5.457 loss_ce: 0.2689 loss_bbox: 0.1862 loss_giou: 0.3219 loss_ce_0: 0.483 loss_bbox_0: 0.3126 loss_giou_0: 0.495 loss_ce_1: 0.3744 loss_bbox_1: 0.2123 loss_giou_1: 0.3508 loss_ce_2: 0.3166 loss_bbox_2: 0.2002 loss_giou_2: 0.329 loss_ce_3: 0.2839 loss_bbox_3: 0.1948 loss_giou_3: 0.3235 loss_ce_4: 0.2713 loss_bbox_4: 0.1876 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:52] d2.utils.events INFO: eta: 14:03:20 iter: 269159 total_loss: 5.581 loss_ce: 0.2988 loss_bbox: 0.1711 loss_giou: 0.3217 loss_ce_0: 0.4976 loss_bbox_0: 0.3197 loss_giou_0: 0.4935 loss_ce_1: 0.3907 loss_bbox_1: 0.2146 loss_giou_1: 0.3675 loss_ce_2: 0.3393 loss_bbox_2: 0.1873 loss_giou_2: 0.3386 loss_ce_3: 0.3029 loss_bbox_3: 0.1845 loss_giou_3: 0.3321 loss_ce_4: 0.299 loss_bbox_4: 0.1801 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 11:09:58] d2.utils.events INFO: eta: 14:03:30 iter: 269179 total_loss: 5.589 loss_ce: 0.2806 loss_bbox: 0.1763 loss_giou: 0.3261 loss_ce_0: 0.4877 loss_bbox_0: 0.3121 loss_giou_0: 0.5153 loss_ce_1: 0.373 loss_bbox_1: 0.2247 loss_giou_1: 0.3836 loss_ce_2: 0.3199 loss_bbox_2: 0.1991 loss_giou_2: 0.3485 loss_ce_3: 0.286 loss_bbox_3: 0.184 loss_giou_3: 0.336 loss_ce_4: 0.2824 loss_bbox_4: 0.1799 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:03] d2.utils.events INFO: eta: 14:03:13 iter: 269199 total_loss: 5.574 loss_ce: 0.2868 loss_bbox: 0.1784 loss_giou: 0.3344 loss_ce_0: 0.4967 loss_bbox_0: 0.3142 loss_giou_0: 0.502 loss_ce_1: 0.3959 loss_bbox_1: 0.2077 loss_giou_1: 0.3779 loss_ce_2: 0.3373 loss_bbox_2: 0.1892 loss_giou_2: 0.3509 loss_ce_3: 0.3012 loss_bbox_3: 0.1783 loss_giou_3: 0.3411 loss_ce_4: 0.2907 loss_bbox_4: 0.1769 loss_giou_4: 0.3366 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:09] d2.utils.events INFO: eta: 14:02:50 iter: 269219 total_loss: 5.528 loss_ce: 0.2711 loss_bbox: 0.1795 loss_giou: 0.3388 loss_ce_0: 0.4892 loss_bbox_0: 0.3072 loss_giou_0: 0.5064 loss_ce_1: 0.3818 loss_bbox_1: 0.2032 loss_giou_1: 0.3815 loss_ce_2: 0.322 loss_bbox_2: 0.1883 loss_giou_2: 0.3492 loss_ce_3: 0.2887 loss_bbox_3: 0.1845 loss_giou_3: 0.3436 loss_ce_4: 0.2648 loss_bbox_4: 0.1807 loss_giou_4: 0.344 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:15] d2.utils.events INFO: eta: 14:02:44 iter: 269239 total_loss: 5.615 loss_ce: 0.2651 loss_bbox: 0.1738 loss_giou: 0.3369 loss_ce_0: 0.4961 loss_bbox_0: 0.3014 loss_giou_0: 0.5478 loss_ce_1: 0.3696 loss_bbox_1: 0.2016 loss_giou_1: 0.3944 loss_ce_2: 0.3141 loss_bbox_2: 0.1848 loss_giou_2: 0.3586 loss_ce_3: 0.2758 loss_bbox_3: 0.1809 loss_giou_3: 0.3449 loss_ce_4: 0.2721 loss_bbox_4: 0.1763 loss_giou_4: 0.3442 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:20] d2.utils.events INFO: eta: 14:02:37 iter: 269259 total_loss: 5.666 loss_ce: 0.294 loss_bbox: 0.1798 loss_giou: 0.3411 loss_ce_0: 0.489 loss_bbox_0: 0.302 loss_giou_0: 0.5137 loss_ce_1: 0.3819 loss_bbox_1: 0.2105 loss_giou_1: 0.3797 loss_ce_2: 0.3211 loss_bbox_2: 0.1929 loss_giou_2: 0.3594 loss_ce_3: 0.3031 loss_bbox_3: 0.1864 loss_giou_3: 0.3476 loss_ce_4: 0.2943 loss_bbox_4: 0.1805 loss_giou_4: 0.3454 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:26] d2.utils.events INFO: eta: 14:02:19 iter: 269279 total_loss: 5.272 loss_ce: 0.2532 loss_bbox: 0.1848 loss_giou: 0.3094 loss_ce_0: 0.4595 loss_bbox_0: 0.3071 loss_giou_0: 0.4986 loss_ce_1: 0.3633 loss_bbox_1: 0.2148 loss_giou_1: 0.3538 loss_ce_2: 0.2992 loss_bbox_2: 0.1973 loss_giou_2: 0.3244 loss_ce_3: 0.2689 loss_bbox_3: 0.1897 loss_giou_3: 0.3226 loss_ce_4: 0.2587 loss_bbox_4: 0.1884 loss_giou_4: 0.3133 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:31] d2.utils.events INFO: eta: 14:02:38 iter: 269299 total_loss: 5.499 loss_ce: 0.2645 loss_bbox: 0.182 loss_giou: 0.33 loss_ce_0: 0.4672 loss_bbox_0: 0.2957 loss_giou_0: 0.5091 loss_ce_1: 0.3748 loss_bbox_1: 0.2018 loss_giou_1: 0.371 loss_ce_2: 0.3066 loss_bbox_2: 0.1897 loss_giou_2: 0.3433 loss_ce_3: 0.2742 loss_bbox_3: 0.1825 loss_giou_3: 0.3364 loss_ce_4: 0.2688 loss_bbox_4: 0.1812 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:37] d2.utils.events INFO: eta: 14:02:04 iter: 269319 total_loss: 5.508 loss_ce: 0.2753 loss_bbox: 0.189 loss_giou: 0.311 loss_ce_0: 0.5113 loss_bbox_0: 0.3047 loss_giou_0: 0.4758 loss_ce_1: 0.3836 loss_bbox_1: 0.214 loss_giou_1: 0.3579 loss_ce_2: 0.3094 loss_bbox_2: 0.2009 loss_giou_2: 0.3321 loss_ce_3: 0.2868 loss_bbox_3: 0.1983 loss_giou_3: 0.3176 loss_ce_4: 0.2724 loss_bbox_4: 0.1898 loss_giou_4: 0.3133 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:43] d2.utils.events INFO: eta: 14:01:59 iter: 269339 total_loss: 4.988 loss_ce: 0.2541 loss_bbox: 0.1664 loss_giou: 0.3146 loss_ce_0: 0.4601 loss_bbox_0: 0.2791 loss_giou_0: 0.5046 loss_ce_1: 0.3626 loss_bbox_1: 0.1984 loss_giou_1: 0.3683 loss_ce_2: 0.2936 loss_bbox_2: 0.1779 loss_giou_2: 0.341 loss_ce_3: 0.2646 loss_bbox_3: 0.1695 loss_giou_3: 0.3257 loss_ce_4: 0.2569 loss_bbox_4: 0.1678 loss_giou_4: 0.316 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:48] d2.utils.events INFO: eta: 14:01:31 iter: 269359 total_loss: 5.623 loss_ce: 0.3055 loss_bbox: 0.175 loss_giou: 0.3462 loss_ce_0: 0.5017 loss_bbox_0: 0.2916 loss_giou_0: 0.53 loss_ce_1: 0.3798 loss_bbox_1: 0.2091 loss_giou_1: 0.3953 loss_ce_2: 0.333 loss_bbox_2: 0.1912 loss_giou_2: 0.3732 loss_ce_3: 0.3085 loss_bbox_3: 0.1801 loss_giou_3: 0.3633 loss_ce_4: 0.3007 loss_bbox_4: 0.1721 loss_giou_4: 0.353 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 11:10:54] d2.utils.events INFO: eta: 14:01:13 iter: 269379 total_loss: 5.419 loss_ce: 0.2633 loss_bbox: 0.1702 loss_giou: 0.343 loss_ce_0: 0.4863 loss_bbox_0: 0.2924 loss_giou_0: 0.5254 loss_ce_1: 0.3668 loss_bbox_1: 0.2094 loss_giou_1: 0.3913 loss_ce_2: 0.3057 loss_bbox_2: 0.192 loss_giou_2: 0.362 loss_ce_3: 0.2762 loss_bbox_3: 0.1781 loss_giou_3: 0.3516 loss_ce_4: 0.2647 loss_bbox_4: 0.1742 loss_giou_4: 0.3519 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:00] d2.utils.events INFO: eta: 14:00:57 iter: 269399 total_loss: 5.779 loss_ce: 0.3094 loss_bbox: 0.1786 loss_giou: 0.3303 loss_ce_0: 0.5132 loss_bbox_0: 0.3087 loss_giou_0: 0.5185 loss_ce_1: 0.4088 loss_bbox_1: 0.2128 loss_giou_1: 0.3767 loss_ce_2: 0.3443 loss_bbox_2: 0.1977 loss_giou_2: 0.3555 loss_ce_3: 0.3173 loss_bbox_3: 0.1885 loss_giou_3: 0.3427 loss_ce_4: 0.306 loss_bbox_4: 0.1819 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:05] d2.utils.events INFO: eta: 14:00:51 iter: 269419 total_loss: 5.44 loss_ce: 0.2741 loss_bbox: 0.1706 loss_giou: 0.3184 loss_ce_0: 0.4929 loss_bbox_0: 0.3011 loss_giou_0: 0.4935 loss_ce_1: 0.3714 loss_bbox_1: 0.2052 loss_giou_1: 0.3747 loss_ce_2: 0.3181 loss_bbox_2: 0.1869 loss_giou_2: 0.3407 loss_ce_3: 0.2932 loss_bbox_3: 0.183 loss_giou_3: 0.3349 loss_ce_4: 0.2796 loss_bbox_4: 0.1731 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:11] d2.utils.events INFO: eta: 14:01:15 iter: 269439 total_loss: 5.13 loss_ce: 0.2677 loss_bbox: 0.1616 loss_giou: 0.3037 loss_ce_0: 0.4712 loss_bbox_0: 0.2889 loss_giou_0: 0.4692 loss_ce_1: 0.3543 loss_bbox_1: 0.1964 loss_giou_1: 0.3468 loss_ce_2: 0.3073 loss_bbox_2: 0.1778 loss_giou_2: 0.328 loss_ce_3: 0.2791 loss_bbox_3: 0.1681 loss_giou_3: 0.3111 loss_ce_4: 0.2635 loss_bbox_4: 0.1629 loss_giou_4: 0.3078 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:17] d2.utils.events INFO: eta: 14:01:03 iter: 269459 total_loss: 5.581 loss_ce: 0.2671 loss_bbox: 0.1759 loss_giou: 0.3385 loss_ce_0: 0.4895 loss_bbox_0: 0.2974 loss_giou_0: 0.5091 loss_ce_1: 0.3633 loss_bbox_1: 0.2054 loss_giou_1: 0.3793 loss_ce_2: 0.3094 loss_bbox_2: 0.1935 loss_giou_2: 0.3606 loss_ce_3: 0.2884 loss_bbox_3: 0.1875 loss_giou_3: 0.3468 loss_ce_4: 0.2718 loss_bbox_4: 0.1775 loss_giou_4: 0.3437 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:22] d2.utils.events INFO: eta: 14:01:04 iter: 269479 total_loss: 5.303 loss_ce: 0.2559 loss_bbox: 0.1781 loss_giou: 0.3305 loss_ce_0: 0.4636 loss_bbox_0: 0.3075 loss_giou_0: 0.497 loss_ce_1: 0.3639 loss_bbox_1: 0.2135 loss_giou_1: 0.3798 loss_ce_2: 0.3038 loss_bbox_2: 0.1949 loss_giou_2: 0.3508 loss_ce_3: 0.2716 loss_bbox_3: 0.1883 loss_giou_3: 0.3416 loss_ce_4: 0.2605 loss_bbox_4: 0.1801 loss_giou_4: 0.3373 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:28] d2.utils.events INFO: eta: 14:01:06 iter: 269499 total_loss: 5.347 loss_ce: 0.2402 loss_bbox: 0.1702 loss_giou: 0.3251 loss_ce_0: 0.4735 loss_bbox_0: 0.2919 loss_giou_0: 0.5052 loss_ce_1: 0.3545 loss_bbox_1: 0.1972 loss_giou_1: 0.3794 loss_ce_2: 0.2897 loss_bbox_2: 0.1832 loss_giou_2: 0.3385 loss_ce_3: 0.2572 loss_bbox_3: 0.1753 loss_giou_3: 0.3322 loss_ce_4: 0.2449 loss_bbox_4: 0.1743 loss_giou_4: 0.3251 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:34] d2.utils.events INFO: eta: 14:01:23 iter: 269519 total_loss: 5.55 loss_ce: 0.2588 loss_bbox: 0.1757 loss_giou: 0.3282 loss_ce_0: 0.477 loss_bbox_0: 0.3015 loss_giou_0: 0.5097 loss_ce_1: 0.3695 loss_bbox_1: 0.2177 loss_giou_1: 0.3762 loss_ce_2: 0.3093 loss_bbox_2: 0.1924 loss_giou_2: 0.3418 loss_ce_3: 0.2756 loss_bbox_3: 0.1829 loss_giou_3: 0.3333 loss_ce_4: 0.2578 loss_bbox_4: 0.1797 loss_giou_4: 0.3328 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:39] d2.utils.events INFO: eta: 14:01:26 iter: 269539 total_loss: 5.589 loss_ce: 0.2677 loss_bbox: 0.1803 loss_giou: 0.332 loss_ce_0: 0.4878 loss_bbox_0: 0.3021 loss_giou_0: 0.5065 loss_ce_1: 0.3857 loss_bbox_1: 0.2038 loss_giou_1: 0.3805 loss_ce_2: 0.3115 loss_bbox_2: 0.1832 loss_giou_2: 0.3512 loss_ce_3: 0.2825 loss_bbox_3: 0.1836 loss_giou_3: 0.343 loss_ce_4: 0.2702 loss_bbox_4: 0.1813 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:45] d2.utils.events INFO: eta: 14:01:33 iter: 269559 total_loss: 5.273 loss_ce: 0.2712 loss_bbox: 0.1728 loss_giou: 0.3232 loss_ce_0: 0.4928 loss_bbox_0: 0.2998 loss_giou_0: 0.4846 loss_ce_1: 0.3796 loss_bbox_1: 0.2037 loss_giou_1: 0.3623 loss_ce_2: 0.3186 loss_bbox_2: 0.1868 loss_giou_2: 0.3331 loss_ce_3: 0.2939 loss_bbox_3: 0.1779 loss_giou_3: 0.3265 loss_ce_4: 0.2752 loss_bbox_4: 0.175 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:51] d2.utils.events INFO: eta: 14:01:48 iter: 269579 total_loss: 5.524 loss_ce: 0.2555 loss_bbox: 0.1889 loss_giou: 0.3277 loss_ce_0: 0.4798 loss_bbox_0: 0.3012 loss_giou_0: 0.5021 loss_ce_1: 0.3738 loss_bbox_1: 0.2186 loss_giou_1: 0.3756 loss_ce_2: 0.3061 loss_bbox_2: 0.198 loss_giou_2: 0.3425 loss_ce_3: 0.2678 loss_bbox_3: 0.189 loss_giou_3: 0.3375 loss_ce_4: 0.2569 loss_bbox_4: 0.1894 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 11:11:56] d2.utils.events INFO: eta: 14:01:51 iter: 269599 total_loss: 5.512 loss_ce: 0.2836 loss_bbox: 0.1821 loss_giou: 0.3066 loss_ce_0: 0.4834 loss_bbox_0: 0.3045 loss_giou_0: 0.4708 loss_ce_1: 0.392 loss_bbox_1: 0.2196 loss_giou_1: 0.3547 loss_ce_2: 0.3357 loss_bbox_2: 0.1966 loss_giou_2: 0.3283 loss_ce_3: 0.2961 loss_bbox_3: 0.1901 loss_giou_3: 0.3177 loss_ce_4: 0.2913 loss_bbox_4: 0.1878 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:02] d2.utils.events INFO: eta: 14:01:48 iter: 269619 total_loss: 5.82 loss_ce: 0.2913 loss_bbox: 0.1868 loss_giou: 0.3514 loss_ce_0: 0.4895 loss_bbox_0: 0.3245 loss_giou_0: 0.535 loss_ce_1: 0.3876 loss_bbox_1: 0.2247 loss_giou_1: 0.3911 loss_ce_2: 0.3248 loss_bbox_2: 0.2043 loss_giou_2: 0.3611 loss_ce_3: 0.3071 loss_bbox_3: 0.191 loss_giou_3: 0.3566 loss_ce_4: 0.2968 loss_bbox_4: 0.1887 loss_giou_4: 0.3545 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:08] d2.utils.events INFO: eta: 14:02:03 iter: 269639 total_loss: 5.447 loss_ce: 0.2915 loss_bbox: 0.154 loss_giou: 0.3221 loss_ce_0: 0.4932 loss_bbox_0: 0.3003 loss_giou_0: 0.5112 loss_ce_1: 0.3917 loss_bbox_1: 0.1972 loss_giou_1: 0.379 loss_ce_2: 0.328 loss_bbox_2: 0.1751 loss_giou_2: 0.342 loss_ce_3: 0.3042 loss_bbox_3: 0.1681 loss_giou_3: 0.3355 loss_ce_4: 0.2897 loss_bbox_4: 0.166 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:13] d2.utils.events INFO: eta: 14:02:06 iter: 269659 total_loss: 5.26 loss_ce: 0.2723 loss_bbox: 0.1633 loss_giou: 0.3075 loss_ce_0: 0.4652 loss_bbox_0: 0.2978 loss_giou_0: 0.4888 loss_ce_1: 0.3644 loss_bbox_1: 0.2007 loss_giou_1: 0.3443 loss_ce_2: 0.3115 loss_bbox_2: 0.1758 loss_giou_2: 0.3248 loss_ce_3: 0.2814 loss_bbox_3: 0.1694 loss_giou_3: 0.3218 loss_ce_4: 0.2695 loss_bbox_4: 0.1646 loss_giou_4: 0.3083 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:19] d2.utils.events INFO: eta: 14:02:01 iter: 269679 total_loss: 5.48 loss_ce: 0.2669 loss_bbox: 0.1711 loss_giou: 0.3287 loss_ce_0: 0.4792 loss_bbox_0: 0.2987 loss_giou_0: 0.505 loss_ce_1: 0.3793 loss_bbox_1: 0.2074 loss_giou_1: 0.3783 loss_ce_2: 0.3138 loss_bbox_2: 0.1943 loss_giou_2: 0.3488 loss_ce_3: 0.2809 loss_bbox_3: 0.1815 loss_giou_3: 0.3368 loss_ce_4: 0.2606 loss_bbox_4: 0.1772 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:25] d2.utils.events INFO: eta: 14:01:46 iter: 269699 total_loss: 5.241 loss_ce: 0.2535 loss_bbox: 0.1741 loss_giou: 0.3152 loss_ce_0: 0.4729 loss_bbox_0: 0.2899 loss_giou_0: 0.4973 loss_ce_1: 0.3713 loss_bbox_1: 0.1988 loss_giou_1: 0.3649 loss_ce_2: 0.3131 loss_bbox_2: 0.18 loss_giou_2: 0.3347 loss_ce_3: 0.2714 loss_bbox_3: 0.1792 loss_giou_3: 0.3293 loss_ce_4: 0.2582 loss_bbox_4: 0.1771 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:30] d2.utils.events INFO: eta: 14:01:20 iter: 269719 total_loss: 5.562 loss_ce: 0.2664 loss_bbox: 0.1768 loss_giou: 0.3391 loss_ce_0: 0.4845 loss_bbox_0: 0.2878 loss_giou_0: 0.5232 loss_ce_1: 0.3749 loss_bbox_1: 0.2111 loss_giou_1: 0.3736 loss_ce_2: 0.3259 loss_bbox_2: 0.192 loss_giou_2: 0.3521 loss_ce_3: 0.2909 loss_bbox_3: 0.1824 loss_giou_3: 0.3407 loss_ce_4: 0.2666 loss_bbox_4: 0.1769 loss_giou_4: 0.3386 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:36] d2.utils.events INFO: eta: 14:01:22 iter: 269739 total_loss: 5.311 loss_ce: 0.2553 loss_bbox: 0.1857 loss_giou: 0.3158 loss_ce_0: 0.4586 loss_bbox_0: 0.3119 loss_giou_0: 0.4803 loss_ce_1: 0.3633 loss_bbox_1: 0.2154 loss_giou_1: 0.3623 loss_ce_2: 0.2902 loss_bbox_2: 0.1924 loss_giou_2: 0.3296 loss_ce_3: 0.2639 loss_bbox_3: 0.1861 loss_giou_3: 0.3212 loss_ce_4: 0.2522 loss_bbox_4: 0.184 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:42] d2.utils.events INFO: eta: 14:01:25 iter: 269759 total_loss: 5.464 loss_ce: 0.2591 loss_bbox: 0.1861 loss_giou: 0.3275 loss_ce_0: 0.474 loss_bbox_0: 0.3028 loss_giou_0: 0.4988 loss_ce_1: 0.3642 loss_bbox_1: 0.2074 loss_giou_1: 0.3642 loss_ce_2: 0.301 loss_bbox_2: 0.1946 loss_giou_2: 0.3386 loss_ce_3: 0.2745 loss_bbox_3: 0.1942 loss_giou_3: 0.3385 loss_ce_4: 0.2626 loss_bbox_4: 0.1906 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:47] d2.utils.events INFO: eta: 14:01:11 iter: 269779 total_loss: 5.564 loss_ce: 0.2695 loss_bbox: 0.1862 loss_giou: 0.3409 loss_ce_0: 0.4805 loss_bbox_0: 0.3065 loss_giou_0: 0.5259 loss_ce_1: 0.3647 loss_bbox_1: 0.2216 loss_giou_1: 0.3865 loss_ce_2: 0.311 loss_bbox_2: 0.1956 loss_giou_2: 0.3594 loss_ce_3: 0.284 loss_bbox_3: 0.1882 loss_giou_3: 0.3507 loss_ce_4: 0.2586 loss_bbox_4: 0.1871 loss_giou_4: 0.3445 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:53] d2.utils.events INFO: eta: 14:00:51 iter: 269799 total_loss: 5.402 loss_ce: 0.2559 loss_bbox: 0.179 loss_giou: 0.3148 loss_ce_0: 0.4913 loss_bbox_0: 0.2977 loss_giou_0: 0.4728 loss_ce_1: 0.3708 loss_bbox_1: 0.201 loss_giou_1: 0.3536 loss_ce_2: 0.3076 loss_bbox_2: 0.1865 loss_giou_2: 0.3286 loss_ce_3: 0.2748 loss_bbox_3: 0.1836 loss_giou_3: 0.3212 loss_ce_4: 0.2593 loss_bbox_4: 0.1825 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:12:59] d2.utils.events INFO: eta: 14:00:48 iter: 269819 total_loss: 5.52 loss_ce: 0.2539 loss_bbox: 0.1688 loss_giou: 0.3427 loss_ce_0: 0.4753 loss_bbox_0: 0.2864 loss_giou_0: 0.5177 loss_ce_1: 0.3751 loss_bbox_1: 0.2009 loss_giou_1: 0.3933 loss_ce_2: 0.2953 loss_bbox_2: 0.1848 loss_giou_2: 0.3635 loss_ce_3: 0.2699 loss_bbox_3: 0.1796 loss_giou_3: 0.3485 loss_ce_4: 0.2618 loss_bbox_4: 0.1749 loss_giou_4: 0.3452 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:04] d2.utils.events INFO: eta: 14:01:03 iter: 269839 total_loss: 5.224 loss_ce: 0.2532 loss_bbox: 0.1614 loss_giou: 0.3331 loss_ce_0: 0.4672 loss_bbox_0: 0.2901 loss_giou_0: 0.501 loss_ce_1: 0.3657 loss_bbox_1: 0.1954 loss_giou_1: 0.3796 loss_ce_2: 0.3014 loss_bbox_2: 0.1818 loss_giou_2: 0.3495 loss_ce_3: 0.264 loss_bbox_3: 0.1682 loss_giou_3: 0.3346 loss_ce_4: 0.2574 loss_bbox_4: 0.1627 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0157 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:10] d2.utils.events INFO: eta: 14:00:59 iter: 269859 total_loss: 5.682 loss_ce: 0.288 loss_bbox: 0.1971 loss_giou: 0.3302 loss_ce_0: 0.5145 loss_bbox_0: 0.3142 loss_giou_0: 0.512 loss_ce_1: 0.4027 loss_bbox_1: 0.2263 loss_giou_1: 0.3761 loss_ce_2: 0.3416 loss_bbox_2: 0.2063 loss_giou_2: 0.3477 loss_ce_3: 0.2963 loss_bbox_3: 0.2037 loss_giou_3: 0.3417 loss_ce_4: 0.2891 loss_bbox_4: 0.2014 loss_giou_4: 0.3384 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:16] d2.utils.events INFO: eta: 14:00:52 iter: 269879 total_loss: 5.271 loss_ce: 0.2427 loss_bbox: 0.1663 loss_giou: 0.3147 loss_ce_0: 0.4781 loss_bbox_0: 0.2937 loss_giou_0: 0.5095 loss_ce_1: 0.3639 loss_bbox_1: 0.1959 loss_giou_1: 0.36 loss_ce_2: 0.2927 loss_bbox_2: 0.1756 loss_giou_2: 0.3307 loss_ce_3: 0.2586 loss_bbox_3: 0.1682 loss_giou_3: 0.3229 loss_ce_4: 0.2469 loss_bbox_4: 0.1659 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:21] d2.utils.events INFO: eta: 14:00:24 iter: 269899 total_loss: 5.591 loss_ce: 0.2755 loss_bbox: 0.1955 loss_giou: 0.3383 loss_ce_0: 0.4925 loss_bbox_0: 0.3218 loss_giou_0: 0.5195 loss_ce_1: 0.3848 loss_bbox_1: 0.224 loss_giou_1: 0.3802 loss_ce_2: 0.3241 loss_bbox_2: 0.209 loss_giou_2: 0.3501 loss_ce_3: 0.2857 loss_bbox_3: 0.2011 loss_giou_3: 0.3426 loss_ce_4: 0.2803 loss_bbox_4: 0.1962 loss_giou_4: 0.3384 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:27] d2.utils.events INFO: eta: 14:00:20 iter: 269919 total_loss: 5.431 loss_ce: 0.2716 loss_bbox: 0.1786 loss_giou: 0.3545 loss_ce_0: 0.4807 loss_bbox_0: 0.2979 loss_giou_0: 0.5282 loss_ce_1: 0.3805 loss_bbox_1: 0.2056 loss_giou_1: 0.4085 loss_ce_2: 0.3226 loss_bbox_2: 0.1838 loss_giou_2: 0.3684 loss_ce_3: 0.2845 loss_bbox_3: 0.1804 loss_giou_3: 0.3566 loss_ce_4: 0.2711 loss_bbox_4: 0.1853 loss_giou_4: 0.3579 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:33] d2.utils.events INFO: eta: 14:00:07 iter: 269939 total_loss: 5.36 loss_ce: 0.2576 loss_bbox: 0.1774 loss_giou: 0.3333 loss_ce_0: 0.4825 loss_bbox_0: 0.2953 loss_giou_0: 0.5274 loss_ce_1: 0.3596 loss_bbox_1: 0.1954 loss_giou_1: 0.3953 loss_ce_2: 0.3167 loss_bbox_2: 0.1806 loss_giou_2: 0.3612 loss_ce_3: 0.2736 loss_bbox_3: 0.1788 loss_giou_3: 0.3498 loss_ce_4: 0.2597 loss_bbox_4: 0.1816 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:38] d2.utils.events INFO: eta: 13:59:43 iter: 269959 total_loss: 5.453 loss_ce: 0.2735 loss_bbox: 0.1675 loss_giou: 0.3169 loss_ce_0: 0.4872 loss_bbox_0: 0.2866 loss_giou_0: 0.48 loss_ce_1: 0.3831 loss_bbox_1: 0.199 loss_giou_1: 0.3583 loss_ce_2: 0.3261 loss_bbox_2: 0.1852 loss_giou_2: 0.3363 loss_ce_3: 0.2872 loss_bbox_3: 0.1726 loss_giou_3: 0.3203 loss_ce_4: 0.2731 loss_bbox_4: 0.168 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:44] d2.utils.events INFO: eta: 13:59:35 iter: 269979 total_loss: 5.682 loss_ce: 0.2861 loss_bbox: 0.1813 loss_giou: 0.3557 loss_ce_0: 0.4986 loss_bbox_0: 0.3027 loss_giou_0: 0.5433 loss_ce_1: 0.3872 loss_bbox_1: 0.2107 loss_giou_1: 0.3936 loss_ce_2: 0.3245 loss_bbox_2: 0.1901 loss_giou_2: 0.3724 loss_ce_3: 0.2935 loss_bbox_3: 0.1856 loss_giou_3: 0.3654 loss_ce_4: 0.2847 loss_bbox_4: 0.1827 loss_giou_4: 0.3567 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:49] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0269999.pth [11/03 11:13:51] d2.utils.events INFO: eta: 13:59:15 iter: 269999 total_loss: 5.387 loss_ce: 0.2542 loss_bbox: 0.1727 loss_giou: 0.3309 loss_ce_0: 0.4752 loss_bbox_0: 0.2999 loss_giou_0: 0.505 loss_ce_1: 0.3639 loss_bbox_1: 0.2061 loss_giou_1: 0.3786 loss_ce_2: 0.3032 loss_bbox_2: 0.1882 loss_giou_2: 0.3615 loss_ce_3: 0.2605 loss_bbox_3: 0.1805 loss_giou_3: 0.3501 loss_ce_4: 0.2509 loss_bbox_4: 0.1765 loss_giou_4: 0.3374 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 11:13:57] d2.utils.events INFO: eta: 13:59:17 iter: 270019 total_loss: 5.571 loss_ce: 0.277 loss_bbox: 0.1851 loss_giou: 0.342 loss_ce_0: 0.4905 loss_bbox_0: 0.307 loss_giou_0: 0.51 loss_ce_1: 0.3929 loss_bbox_1: 0.2233 loss_giou_1: 0.3799 loss_ce_2: 0.3213 loss_bbox_2: 0.1994 loss_giou_2: 0.3522 loss_ce_3: 0.2886 loss_bbox_3: 0.1889 loss_giou_3: 0.349 loss_ce_4: 0.277 loss_bbox_4: 0.1856 loss_giou_4: 0.345 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:03] d2.utils.events INFO: eta: 13:59:19 iter: 270039 total_loss: 5.465 loss_ce: 0.2711 loss_bbox: 0.185 loss_giou: 0.3315 loss_ce_0: 0.4762 loss_bbox_0: 0.2922 loss_giou_0: 0.4986 loss_ce_1: 0.38 loss_bbox_1: 0.212 loss_giou_1: 0.3725 loss_ce_2: 0.3361 loss_bbox_2: 0.1991 loss_giou_2: 0.3455 loss_ce_3: 0.2968 loss_bbox_3: 0.1938 loss_giou_3: 0.3387 loss_ce_4: 0.2733 loss_bbox_4: 0.1887 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:09] d2.utils.events INFO: eta: 13:59:13 iter: 270059 total_loss: 5.255 loss_ce: 0.2517 loss_bbox: 0.1772 loss_giou: 0.3273 loss_ce_0: 0.4752 loss_bbox_0: 0.2854 loss_giou_0: 0.5038 loss_ce_1: 0.3585 loss_bbox_1: 0.2151 loss_giou_1: 0.3672 loss_ce_2: 0.3015 loss_bbox_2: 0.1948 loss_giou_2: 0.3397 loss_ce_3: 0.266 loss_bbox_3: 0.1881 loss_giou_3: 0.3349 loss_ce_4: 0.2558 loss_bbox_4: 0.1812 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:14] d2.utils.events INFO: eta: 13:59:12 iter: 270079 total_loss: 5.803 loss_ce: 0.2762 loss_bbox: 0.195 loss_giou: 0.3525 loss_ce_0: 0.498 loss_bbox_0: 0.3255 loss_giou_0: 0.5511 loss_ce_1: 0.3805 loss_bbox_1: 0.2204 loss_giou_1: 0.4152 loss_ce_2: 0.3179 loss_bbox_2: 0.2 loss_giou_2: 0.3807 loss_ce_3: 0.2875 loss_bbox_3: 0.1911 loss_giou_3: 0.3664 loss_ce_4: 0.2819 loss_bbox_4: 0.1955 loss_giou_4: 0.357 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:20] d2.utils.events INFO: eta: 13:59:06 iter: 270099 total_loss: 5.245 loss_ce: 0.2493 loss_bbox: 0.1768 loss_giou: 0.3101 loss_ce_0: 0.473 loss_bbox_0: 0.2994 loss_giou_0: 0.4966 loss_ce_1: 0.3471 loss_bbox_1: 0.2145 loss_giou_1: 0.3508 loss_ce_2: 0.2934 loss_bbox_2: 0.194 loss_giou_2: 0.3265 loss_ce_3: 0.2597 loss_bbox_3: 0.1847 loss_giou_3: 0.3185 loss_ce_4: 0.2477 loss_bbox_4: 0.1796 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:26] d2.utils.events INFO: eta: 13:59:03 iter: 270119 total_loss: 5.502 loss_ce: 0.2731 loss_bbox: 0.178 loss_giou: 0.3348 loss_ce_0: 0.4852 loss_bbox_0: 0.3049 loss_giou_0: 0.527 loss_ce_1: 0.3816 loss_bbox_1: 0.2024 loss_giou_1: 0.3875 loss_ce_2: 0.3209 loss_bbox_2: 0.1831 loss_giou_2: 0.3541 loss_ce_3: 0.2851 loss_bbox_3: 0.1799 loss_giou_3: 0.3468 loss_ce_4: 0.2728 loss_bbox_4: 0.1799 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:31] d2.utils.events INFO: eta: 13:59:01 iter: 270139 total_loss: 5.596 loss_ce: 0.2671 loss_bbox: 0.1622 loss_giou: 0.3444 loss_ce_0: 0.5075 loss_bbox_0: 0.2936 loss_giou_0: 0.539 loss_ce_1: 0.3832 loss_bbox_1: 0.1975 loss_giou_1: 0.3977 loss_ce_2: 0.3339 loss_bbox_2: 0.174 loss_giou_2: 0.3694 loss_ce_3: 0.2768 loss_bbox_3: 0.1701 loss_giou_3: 0.3601 loss_ce_4: 0.2684 loss_bbox_4: 0.1627 loss_giou_4: 0.3522 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:37] d2.utils.events INFO: eta: 13:58:51 iter: 270159 total_loss: 5.322 loss_ce: 0.2694 loss_bbox: 0.1812 loss_giou: 0.3293 loss_ce_0: 0.4884 loss_bbox_0: 0.3009 loss_giou_0: 0.4643 loss_ce_1: 0.3833 loss_bbox_1: 0.2196 loss_giou_1: 0.3688 loss_ce_2: 0.3184 loss_bbox_2: 0.1953 loss_giou_2: 0.3352 loss_ce_3: 0.2909 loss_bbox_3: 0.1861 loss_giou_3: 0.3285 loss_ce_4: 0.2762 loss_bbox_4: 0.1837 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:42] d2.utils.events INFO: eta: 13:58:37 iter: 270179 total_loss: 5.379 loss_ce: 0.2606 loss_bbox: 0.1811 loss_giou: 0.3065 loss_ce_0: 0.4672 loss_bbox_0: 0.3085 loss_giou_0: 0.465 loss_ce_1: 0.3614 loss_bbox_1: 0.2245 loss_giou_1: 0.3575 loss_ce_2: 0.3074 loss_bbox_2: 0.195 loss_giou_2: 0.3252 loss_ce_3: 0.2693 loss_bbox_3: 0.189 loss_giou_3: 0.3191 loss_ce_4: 0.2615 loss_bbox_4: 0.1814 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:48] d2.utils.events INFO: eta: 13:58:35 iter: 270199 total_loss: 5.899 loss_ce: 0.2985 loss_bbox: 0.1904 loss_giou: 0.354 loss_ce_0: 0.5111 loss_bbox_0: 0.3201 loss_giou_0: 0.5512 loss_ce_1: 0.3937 loss_bbox_1: 0.2237 loss_giou_1: 0.404 loss_ce_2: 0.3344 loss_bbox_2: 0.2047 loss_giou_2: 0.3759 loss_ce_3: 0.304 loss_bbox_3: 0.2025 loss_giou_3: 0.3663 loss_ce_4: 0.3035 loss_bbox_4: 0.1937 loss_giou_4: 0.3557 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:54] d2.utils.events INFO: eta: 13:58:23 iter: 270219 total_loss: 5.34 loss_ce: 0.2548 loss_bbox: 0.1814 loss_giou: 0.3165 loss_ce_0: 0.4747 loss_bbox_0: 0.3106 loss_giou_0: 0.468 loss_ce_1: 0.3644 loss_bbox_1: 0.2158 loss_giou_1: 0.3586 loss_ce_2: 0.2994 loss_bbox_2: 0.2001 loss_giou_2: 0.329 loss_ce_3: 0.2694 loss_bbox_3: 0.1902 loss_giou_3: 0.3173 loss_ce_4: 0.2564 loss_bbox_4: 0.1894 loss_giou_4: 0.3137 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 11:14:59] d2.utils.events INFO: eta: 13:58:12 iter: 270239 total_loss: 5.273 loss_ce: 0.2654 loss_bbox: 0.1751 loss_giou: 0.3198 loss_ce_0: 0.4838 loss_bbox_0: 0.2942 loss_giou_0: 0.5052 loss_ce_1: 0.3745 loss_bbox_1: 0.2072 loss_giou_1: 0.3731 loss_ce_2: 0.3254 loss_bbox_2: 0.187 loss_giou_2: 0.3355 loss_ce_3: 0.2923 loss_bbox_3: 0.1804 loss_giou_3: 0.3239 loss_ce_4: 0.2653 loss_bbox_4: 0.1783 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 11:15:05] d2.utils.events INFO: eta: 13:57:54 iter: 270259 total_loss: 5.773 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loss_giou: 0.3202 loss_ce_0: 0.4768 loss_bbox_0: 0.3156 loss_giou_0: 0.4973 loss_ce_1: 0.368 loss_bbox_1: 0.207 loss_giou_1: 0.366 loss_ce_2: 0.3006 loss_bbox_2: 0.1916 loss_giou_2: 0.3359 loss_ce_3: 0.2784 loss_bbox_3: 0.1763 loss_giou_3: 0.3304 loss_ce_4: 0.2635 loss_bbox_4: 0.1713 loss_giou_4: 0.3228 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:15:22] d2.utils.events INFO: eta: 13:58:05 iter: 270319 total_loss: 5.545 loss_ce: 0.2742 loss_bbox: 0.1706 loss_giou: 0.3286 loss_ce_0: 0.4843 loss_bbox_0: 0.2957 loss_giou_0: 0.506 loss_ce_1: 0.3776 loss_bbox_1: 0.207 loss_giou_1: 0.3853 loss_ce_2: 0.3101 loss_bbox_2: 0.1846 loss_giou_2: 0.3454 loss_ce_3: 0.2853 loss_bbox_3: 0.1762 loss_giou_3: 0.3379 loss_ce_4: 0.2725 loss_bbox_4: 0.1704 loss_giou_4: 0.3394 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 11:15:28] d2.utils.events INFO: eta: 13:57:54 iter: 270339 total_loss: 5.303 loss_ce: 0.2618 loss_bbox: 0.1683 loss_giou: 0.331 loss_ce_0: 0.4717 loss_bbox_0: 0.2873 loss_giou_0: 0.5047 loss_ce_1: 0.3685 loss_bbox_1: 0.1991 loss_giou_1: 0.371 loss_ce_2: 0.3013 loss_bbox_2: 0.1783 loss_giou_2: 0.3429 loss_ce_3: 0.2762 loss_bbox_3: 0.1704 loss_giou_3: 0.3432 loss_ce_4: 0.2666 loss_bbox_4: 0.171 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 11:15:33] d2.utils.events INFO: eta: 13:57:46 iter: 270359 total_loss: 5.32 loss_ce: 0.253 loss_bbox: 0.168 loss_giou: 0.3184 loss_ce_0: 0.4953 loss_bbox_0: 0.2896 loss_giou_0: 0.4863 loss_ce_1: 0.3794 loss_bbox_1: 0.203 loss_giou_1: 0.3604 loss_ce_2: 0.305 loss_bbox_2: 0.1794 loss_giou_2: 0.3344 loss_ce_3: 0.2808 loss_bbox_3: 0.1729 loss_giou_3: 0.3278 loss_ce_4: 0.2634 loss_bbox_4: 0.1721 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 11:15:39] d2.utils.events INFO: eta: 13:57:54 iter: 270379 total_loss: 5.299 loss_ce: 0.2701 loss_bbox: 0.1696 loss_giou: 0.3223 loss_ce_0: 0.4782 loss_bbox_0: 0.2942 loss_giou_0: 0.4817 loss_ce_1: 0.367 loss_bbox_1: 0.2038 loss_giou_1: 0.3607 loss_ce_2: 0.2958 loss_bbox_2: 0.188 loss_giou_2: 0.3354 loss_ce_3: 0.2793 loss_bbox_3: 0.1737 loss_giou_3: 0.3311 loss_ce_4: 0.2709 loss_bbox_4: 0.1713 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 11:15:45] d2.utils.events INFO: eta: 13:58:13 iter: 270399 total_loss: 5.256 loss_ce: 0.2626 loss_bbox: 0.1668 loss_giou: 0.3086 loss_ce_0: 0.4715 loss_bbox_0: 0.2901 loss_giou_0: 0.5044 loss_ce_1: 0.3727 loss_bbox_1: 0.1934 loss_giou_1: 0.3613 loss_ce_2: 0.3145 loss_bbox_2: 0.1787 loss_giou_2: 0.3349 loss_ce_3: 0.2821 loss_bbox_3: 0.1744 loss_giou_3: 0.3287 loss_ce_4: 0.2655 loss_bbox_4: 0.1685 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/03 11:15:50] d2.utils.events INFO: eta: 13:58:04 iter: 270419 total_loss: 5.456 loss_ce: 0.2753 loss_bbox: 0.1723 loss_giou: 0.3447 loss_ce_0: 0.4804 loss_bbox_0: 0.2944 loss_giou_0: 0.5353 loss_ce_1: 0.3783 loss_bbox_1: 0.2006 loss_giou_1: 0.3879 loss_ce_2: 0.3197 loss_bbox_2: 0.1783 loss_giou_2: 0.3526 loss_ce_3: 0.3009 loss_bbox_3: 0.1788 loss_giou_3: 0.3499 loss_ce_4: 0.2744 loss_bbox_4: 0.1768 loss_giou_4: 0.3438 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 11:15:56] d2.utils.events INFO: eta: 13:57:48 iter: 270439 total_loss: 5.468 loss_ce: 0.2602 loss_bbox: 0.1756 loss_giou: 0.3279 loss_ce_0: 0.4852 loss_bbox_0: 0.3035 loss_giou_0: 0.5054 loss_ce_1: 0.3835 loss_bbox_1: 0.2153 loss_giou_1: 0.3775 loss_ce_2: 0.3174 loss_bbox_2: 0.1933 loss_giou_2: 0.3433 loss_ce_3: 0.2804 loss_bbox_3: 0.1851 loss_giou_3: 0.3375 loss_ce_4: 0.2646 loss_bbox_4: 0.1824 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:02] d2.utils.events INFO: eta: 13:57:52 iter: 270459 total_loss: 5.374 loss_ce: 0.2576 loss_bbox: 0.1682 loss_giou: 0.3323 loss_ce_0: 0.4785 loss_bbox_0: 0.303 loss_giou_0: 0.5108 loss_ce_1: 0.3585 loss_bbox_1: 0.194 loss_giou_1: 0.3811 loss_ce_2: 0.3055 loss_bbox_2: 0.1795 loss_giou_2: 0.3524 loss_ce_3: 0.2795 loss_bbox_3: 0.1694 loss_giou_3: 0.3414 loss_ce_4: 0.2568 loss_bbox_4: 0.1701 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:07] d2.utils.events INFO: eta: 13:57:52 iter: 270479 total_loss: 5.363 loss_ce: 0.2617 loss_bbox: 0.1723 loss_giou: 0.3085 loss_ce_0: 0.4767 loss_bbox_0: 0.3029 loss_giou_0: 0.4733 loss_ce_1: 0.365 loss_bbox_1: 0.2112 loss_giou_1: 0.3572 loss_ce_2: 0.3076 loss_bbox_2: 0.1922 loss_giou_2: 0.3249 loss_ce_3: 0.2773 loss_bbox_3: 0.1791 loss_giou_3: 0.3139 loss_ce_4: 0.2672 loss_bbox_4: 0.1761 loss_giou_4: 0.3083 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:13] d2.utils.events INFO: eta: 13:57:31 iter: 270499 total_loss: 5.488 loss_ce: 0.2651 loss_bbox: 0.1787 loss_giou: 0.3205 loss_ce_0: 0.4923 loss_bbox_0: 0.2945 loss_giou_0: 0.4988 loss_ce_1: 0.3842 loss_bbox_1: 0.2098 loss_giou_1: 0.3757 loss_ce_2: 0.3199 loss_bbox_2: 0.1934 loss_giou_2: 0.3363 loss_ce_3: 0.2848 loss_bbox_3: 0.1834 loss_giou_3: 0.3286 loss_ce_4: 0.2714 loss_bbox_4: 0.1792 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:18] d2.utils.events INFO: eta: 13:57:03 iter: 270519 total_loss: 5.647 loss_ce: 0.2698 loss_bbox: 0.1755 loss_giou: 0.3399 loss_ce_0: 0.4766 loss_bbox_0: 0.3031 loss_giou_0: 0.5202 loss_ce_1: 0.3735 loss_bbox_1: 0.2128 loss_giou_1: 0.3868 loss_ce_2: 0.3192 loss_bbox_2: 0.1932 loss_giou_2: 0.361 loss_ce_3: 0.2807 loss_bbox_3: 0.1819 loss_giou_3: 0.3495 loss_ce_4: 0.2699 loss_bbox_4: 0.1775 loss_giou_4: 0.3442 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:24] d2.utils.events INFO: eta: 13:56:58 iter: 270539 total_loss: 5.44 loss_ce: 0.258 loss_bbox: 0.1655 loss_giou: 0.3176 loss_ce_0: 0.4898 loss_bbox_0: 0.2942 loss_giou_0: 0.5041 loss_ce_1: 0.3643 loss_bbox_1: 0.1978 loss_giou_1: 0.3624 loss_ce_2: 0.2955 loss_bbox_2: 0.1792 loss_giou_2: 0.3354 loss_ce_3: 0.2694 loss_bbox_3: 0.1749 loss_giou_3: 0.3277 loss_ce_4: 0.2638 loss_bbox_4: 0.168 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:30] d2.utils.events INFO: eta: 13:56:55 iter: 270559 total_loss: 5.561 loss_ce: 0.2687 loss_bbox: 0.1722 loss_giou: 0.3379 loss_ce_0: 0.4889 loss_bbox_0: 0.3066 loss_giou_0: 0.5347 loss_ce_1: 0.3718 loss_bbox_1: 0.205 loss_giou_1: 0.3924 loss_ce_2: 0.3103 loss_bbox_2: 0.1822 loss_giou_2: 0.3641 loss_ce_3: 0.2887 loss_bbox_3: 0.1761 loss_giou_3: 0.3517 loss_ce_4: 0.2734 loss_bbox_4: 0.1738 loss_giou_4: 0.3419 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:35] d2.utils.events INFO: eta: 13:56:42 iter: 270579 total_loss: 5.643 loss_ce: 0.2619 loss_bbox: 0.1716 loss_giou: 0.3372 loss_ce_0: 0.4825 loss_bbox_0: 0.3057 loss_giou_0: 0.5395 loss_ce_1: 0.3658 loss_bbox_1: 0.1959 loss_giou_1: 0.3899 loss_ce_2: 0.3127 loss_bbox_2: 0.1845 loss_giou_2: 0.3586 loss_ce_3: 0.2775 loss_bbox_3: 0.1725 loss_giou_3: 0.3564 loss_ce_4: 0.2629 loss_bbox_4: 0.1712 loss_giou_4: 0.3428 time: 0.2799 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:41] d2.utils.events INFO: eta: 13:56:46 iter: 270599 total_loss: 5.343 loss_ce: 0.2549 loss_bbox: 0.1737 loss_giou: 0.3128 loss_ce_0: 0.4543 loss_bbox_0: 0.2997 loss_giou_0: 0.4898 loss_ce_1: 0.3545 loss_bbox_1: 0.2089 loss_giou_1: 0.3661 loss_ce_2: 0.2981 loss_bbox_2: 0.1834 loss_giou_2: 0.3338 loss_ce_3: 0.272 loss_bbox_3: 0.1789 loss_giou_3: 0.3193 loss_ce_4: 0.2592 loss_bbox_4: 0.1764 loss_giou_4: 0.3176 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:47] d2.utils.events INFO: eta: 13:56:38 iter: 270619 total_loss: 5.34 loss_ce: 0.2746 loss_bbox: 0.1681 loss_giou: 0.3218 loss_ce_0: 0.4727 loss_bbox_0: 0.2925 loss_giou_0: 0.4924 loss_ce_1: 0.3737 loss_bbox_1: 0.1967 loss_giou_1: 0.3683 loss_ce_2: 0.3129 loss_bbox_2: 0.1809 loss_giou_2: 0.3428 loss_ce_3: 0.2859 loss_bbox_3: 0.1751 loss_giou_3: 0.3348 loss_ce_4: 0.2732 loss_bbox_4: 0.1711 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:53] d2.utils.events INFO: eta: 13:56:22 iter: 270639 total_loss: 5.31 loss_ce: 0.2684 loss_bbox: 0.1814 loss_giou: 0.3295 loss_ce_0: 0.4835 loss_bbox_0: 0.2859 loss_giou_0: 0.4951 loss_ce_1: 0.3782 loss_bbox_1: 0.2065 loss_giou_1: 0.3698 loss_ce_2: 0.3099 loss_bbox_2: 0.1922 loss_giou_2: 0.3438 loss_ce_3: 0.2886 loss_bbox_3: 0.1827 loss_giou_3: 0.338 loss_ce_4: 0.2821 loss_bbox_4: 0.18 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 11:16:58] d2.utils.events INFO: eta: 13:56:17 iter: 270659 total_loss: 5.149 loss_ce: 0.2513 loss_bbox: 0.1641 loss_giou: 0.3136 loss_ce_0: 0.4681 loss_bbox_0: 0.2786 loss_giou_0: 0.4869 loss_ce_1: 0.3677 loss_bbox_1: 0.1909 loss_giou_1: 0.3618 loss_ce_2: 0.3069 loss_bbox_2: 0.1731 loss_giou_2: 0.3335 loss_ce_3: 0.2641 loss_bbox_3: 0.1655 loss_giou_3: 0.3166 loss_ce_4: 0.2504 loss_bbox_4: 0.1636 loss_giou_4: 0.3139 time: 0.2799 data_time: 0.0173 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:04] d2.utils.events INFO: eta: 13:56:24 iter: 270679 total_loss: 5.493 loss_ce: 0.2587 loss_bbox: 0.1839 loss_giou: 0.3317 loss_ce_0: 0.4793 loss_bbox_0: 0.3191 loss_giou_0: 0.5226 loss_ce_1: 0.3674 loss_bbox_1: 0.215 loss_giou_1: 0.3772 loss_ce_2: 0.3072 loss_bbox_2: 0.1983 loss_giou_2: 0.3518 loss_ce_3: 0.282 loss_bbox_3: 0.1907 loss_giou_3: 0.3386 loss_ce_4: 0.2601 loss_bbox_4: 0.1862 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:10] d2.utils.events INFO: eta: 13:56:32 iter: 270699 total_loss: 5.588 loss_ce: 0.2685 loss_bbox: 0.1789 loss_giou: 0.3256 loss_ce_0: 0.4841 loss_bbox_0: 0.3099 loss_giou_0: 0.5106 loss_ce_1: 0.3874 loss_bbox_1: 0.2167 loss_giou_1: 0.3852 loss_ce_2: 0.3157 loss_bbox_2: 0.2042 loss_giou_2: 0.3496 loss_ce_3: 0.2791 loss_bbox_3: 0.1902 loss_giou_3: 0.3351 loss_ce_4: 0.2756 loss_bbox_4: 0.1868 loss_giou_4: 0.3307 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:15] d2.utils.events INFO: eta: 13:56:20 iter: 270719 total_loss: 5.379 loss_ce: 0.2672 loss_bbox: 0.1803 loss_giou: 0.3257 loss_ce_0: 0.4848 loss_bbox_0: 0.3039 loss_giou_0: 0.4927 loss_ce_1: 0.3659 loss_bbox_1: 0.2103 loss_giou_1: 0.3657 loss_ce_2: 0.3169 loss_bbox_2: 0.1951 loss_giou_2: 0.3418 loss_ce_3: 0.2766 loss_bbox_3: 0.1879 loss_giou_3: 0.3283 loss_ce_4: 0.2596 loss_bbox_4: 0.1806 loss_giou_4: 0.3277 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:21] d2.utils.events INFO: eta: 13:55:57 iter: 270739 total_loss: 5.66 loss_ce: 0.2812 loss_bbox: 0.1762 loss_giou: 0.363 loss_ce_0: 0.4869 loss_bbox_0: 0.3039 loss_giou_0: 0.5493 loss_ce_1: 0.3849 loss_bbox_1: 0.2106 loss_giou_1: 0.4139 loss_ce_2: 0.3357 loss_bbox_2: 0.1863 loss_giou_2: 0.3885 loss_ce_3: 0.3018 loss_bbox_3: 0.1824 loss_giou_3: 0.3757 loss_ce_4: 0.2842 loss_bbox_4: 0.1792 loss_giou_4: 0.3679 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:27] d2.utils.events INFO: eta: 13:55:59 iter: 270759 total_loss: 5.642 loss_ce: 0.2896 loss_bbox: 0.169 loss_giou: 0.3508 loss_ce_0: 0.4855 loss_bbox_0: 0.2947 loss_giou_0: 0.5369 loss_ce_1: 0.3763 loss_bbox_1: 0.2047 loss_giou_1: 0.3994 loss_ce_2: 0.3277 loss_bbox_2: 0.1878 loss_giou_2: 0.372 loss_ce_3: 0.2962 loss_bbox_3: 0.1757 loss_giou_3: 0.3552 loss_ce_4: 0.2944 loss_bbox_4: 0.1716 loss_giou_4: 0.3527 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:32] d2.utils.events INFO: eta: 13:55:53 iter: 270779 total_loss: 5.392 loss_ce: 0.2564 loss_bbox: 0.1639 loss_giou: 0.3443 loss_ce_0: 0.4703 loss_bbox_0: 0.2814 loss_giou_0: 0.515 loss_ce_1: 0.3646 loss_bbox_1: 0.2008 loss_giou_1: 0.3936 loss_ce_2: 0.3184 loss_bbox_2: 0.1801 loss_giou_2: 0.3597 loss_ce_3: 0.2829 loss_bbox_3: 0.1687 loss_giou_3: 0.3488 loss_ce_4: 0.2578 loss_bbox_4: 0.1661 loss_giou_4: 0.3481 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:38] d2.utils.events INFO: eta: 13:56:04 iter: 270799 total_loss: 5.689 loss_ce: 0.2843 loss_bbox: 0.1711 loss_giou: 0.3494 loss_ce_0: 0.4871 loss_bbox_0: 0.2971 loss_giou_0: 0.5148 loss_ce_1: 0.3742 loss_bbox_1: 0.205 loss_giou_1: 0.3959 loss_ce_2: 0.3302 loss_bbox_2: 0.1863 loss_giou_2: 0.3608 loss_ce_3: 0.3034 loss_bbox_3: 0.1787 loss_giou_3: 0.3495 loss_ce_4: 0.2888 loss_bbox_4: 0.1756 loss_giou_4: 0.3499 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:43] d2.utils.events INFO: eta: 13:56:11 iter: 270819 total_loss: 5.558 loss_ce: 0.2826 loss_bbox: 0.1832 loss_giou: 0.3142 loss_ce_0: 0.4875 loss_bbox_0: 0.3115 loss_giou_0: 0.497 loss_ce_1: 0.388 loss_bbox_1: 0.2171 loss_giou_1: 0.3625 loss_ce_2: 0.3301 loss_bbox_2: 0.1932 loss_giou_2: 0.3334 loss_ce_3: 0.2946 loss_bbox_3: 0.1831 loss_giou_3: 0.3231 loss_ce_4: 0.2933 loss_bbox_4: 0.1887 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:49] d2.utils.events INFO: eta: 13:55:50 iter: 270839 total_loss: 5.429 loss_ce: 0.2755 loss_bbox: 0.1641 loss_giou: 0.3306 loss_ce_0: 0.5003 loss_bbox_0: 0.3034 loss_giou_0: 0.5228 loss_ce_1: 0.3805 loss_bbox_1: 0.2034 loss_giou_1: 0.3843 loss_ce_2: 0.3195 loss_bbox_2: 0.1851 loss_giou_2: 0.3544 loss_ce_3: 0.2891 loss_bbox_3: 0.1764 loss_giou_3: 0.3418 loss_ce_4: 0.2754 loss_bbox_4: 0.1684 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:17:55] d2.utils.events INFO: eta: 13:55:48 iter: 270859 total_loss: 5.442 loss_ce: 0.2797 loss_bbox: 0.1759 loss_giou: 0.3146 loss_ce_0: 0.4841 loss_bbox_0: 0.293 loss_giou_0: 0.5068 loss_ce_1: 0.3695 loss_bbox_1: 0.2024 loss_giou_1: 0.3679 loss_ce_2: 0.3107 loss_bbox_2: 0.1881 loss_giou_2: 0.3405 loss_ce_3: 0.2966 loss_bbox_3: 0.1833 loss_giou_3: 0.3272 loss_ce_4: 0.2821 loss_bbox_4: 0.1746 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:01] d2.utils.events INFO: eta: 13:56:02 iter: 270879 total_loss: 5.363 loss_ce: 0.2621 loss_bbox: 0.174 loss_giou: 0.3246 loss_ce_0: 0.48 loss_bbox_0: 0.288 loss_giou_0: 0.4924 loss_ce_1: 0.3606 loss_bbox_1: 0.1966 loss_giou_1: 0.3634 loss_ce_2: 0.2992 loss_bbox_2: 0.1764 loss_giou_2: 0.3353 loss_ce_3: 0.2616 loss_bbox_3: 0.1766 loss_giou_3: 0.328 loss_ce_4: 0.2557 loss_bbox_4: 0.1725 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:07] d2.utils.events INFO: eta: 13:55:54 iter: 270899 total_loss: 5.404 loss_ce: 0.2605 loss_bbox: 0.1582 loss_giou: 0.3292 loss_ce_0: 0.4769 loss_bbox_0: 0.288 loss_giou_0: 0.5389 loss_ce_1: 0.3652 loss_bbox_1: 0.1902 loss_giou_1: 0.3812 loss_ce_2: 0.3041 loss_bbox_2: 0.1697 loss_giou_2: 0.3467 loss_ce_3: 0.2822 loss_bbox_3: 0.1644 loss_giou_3: 0.3349 loss_ce_4: 0.2647 loss_bbox_4: 0.1612 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:12] d2.utils.events INFO: eta: 13:55:54 iter: 270919 total_loss: 5.39 loss_ce: 0.2644 loss_bbox: 0.153 loss_giou: 0.3347 loss_ce_0: 0.4583 loss_bbox_0: 0.2851 loss_giou_0: 0.5392 loss_ce_1: 0.3535 loss_bbox_1: 0.1962 loss_giou_1: 0.3964 loss_ce_2: 0.3009 loss_bbox_2: 0.1755 loss_giou_2: 0.3635 loss_ce_3: 0.2729 loss_bbox_3: 0.168 loss_giou_3: 0.3475 loss_ce_4: 0.2676 loss_bbox_4: 0.1616 loss_giou_4: 0.3412 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:18] d2.utils.events INFO: eta: 13:55:54 iter: 270939 total_loss: 5.591 loss_ce: 0.2773 loss_bbox: 0.1774 loss_giou: 0.3168 loss_ce_0: 0.4916 loss_bbox_0: 0.2934 loss_giou_0: 0.4798 loss_ce_1: 0.3896 loss_bbox_1: 0.2024 loss_giou_1: 0.361 loss_ce_2: 0.3226 loss_bbox_2: 0.1836 loss_giou_2: 0.3327 loss_ce_3: 0.2999 loss_bbox_3: 0.1823 loss_giou_3: 0.3307 loss_ce_4: 0.297 loss_bbox_4: 0.1799 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:24] d2.utils.events INFO: eta: 13:55:55 iter: 270959 total_loss: 5.432 loss_ce: 0.2655 loss_bbox: 0.1765 loss_giou: 0.319 loss_ce_0: 0.4813 loss_bbox_0: 0.3007 loss_giou_0: 0.4901 loss_ce_1: 0.3723 loss_bbox_1: 0.2107 loss_giou_1: 0.3674 loss_ce_2: 0.3181 loss_bbox_2: 0.1901 loss_giou_2: 0.343 loss_ce_3: 0.2854 loss_bbox_3: 0.1883 loss_giou_3: 0.3293 loss_ce_4: 0.2663 loss_bbox_4: 0.1846 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:30] d2.utils.events INFO: eta: 13:56:01 iter: 270979 total_loss: 5.298 loss_ce: 0.2501 loss_bbox: 0.1708 loss_giou: 0.3329 loss_ce_0: 0.4744 loss_bbox_0: 0.2924 loss_giou_0: 0.516 loss_ce_1: 0.3693 loss_bbox_1: 0.1966 loss_giou_1: 0.3823 loss_ce_2: 0.3025 loss_bbox_2: 0.1825 loss_giou_2: 0.3492 loss_ce_3: 0.265 loss_bbox_3: 0.1796 loss_giou_3: 0.3387 loss_ce_4: 0.2521 loss_bbox_4: 0.1722 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:35] d2.utils.events INFO: eta: 13:56:24 iter: 270999 total_loss: 5.447 loss_ce: 0.276 loss_bbox: 0.1805 loss_giou: 0.3219 loss_ce_0: 0.4932 loss_bbox_0: 0.2923 loss_giou_0: 0.5271 loss_ce_1: 0.39 loss_bbox_1: 0.2028 loss_giou_1: 0.3854 loss_ce_2: 0.3253 loss_bbox_2: 0.1859 loss_giou_2: 0.3448 loss_ce_3: 0.2931 loss_bbox_3: 0.1825 loss_giou_3: 0.3306 loss_ce_4: 0.2771 loss_bbox_4: 0.1819 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:41] d2.utils.events INFO: eta: 13:56:12 iter: 271019 total_loss: 5.686 loss_ce: 0.3028 loss_bbox: 0.1823 loss_giou: 0.3239 loss_ce_0: 0.5 loss_bbox_0: 0.2984 loss_giou_0: 0.5225 loss_ce_1: 0.3895 loss_bbox_1: 0.213 loss_giou_1: 0.3728 loss_ce_2: 0.3338 loss_bbox_2: 0.1898 loss_giou_2: 0.3374 loss_ce_3: 0.3088 loss_bbox_3: 0.1805 loss_giou_3: 0.3311 loss_ce_4: 0.2987 loss_bbox_4: 0.1809 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:46] d2.utils.events INFO: eta: 13:55:54 iter: 271039 total_loss: 5.501 loss_ce: 0.2599 loss_bbox: 0.1773 loss_giou: 0.3438 loss_ce_0: 0.4818 loss_bbox_0: 0.2994 loss_giou_0: 0.5108 loss_ce_1: 0.3861 loss_bbox_1: 0.2062 loss_giou_1: 0.3782 loss_ce_2: 0.3232 loss_bbox_2: 0.1867 loss_giou_2: 0.3645 loss_ce_3: 0.2851 loss_bbox_3: 0.1767 loss_giou_3: 0.3555 loss_ce_4: 0.267 loss_bbox_4: 0.1765 loss_giou_4: 0.35 time: 0.2799 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:52] d2.utils.events INFO: eta: 13:55:49 iter: 271059 total_loss: 5.358 loss_ce: 0.2638 loss_bbox: 0.1672 loss_giou: 0.3264 loss_ce_0: 0.4734 loss_bbox_0: 0.2794 loss_giou_0: 0.48 loss_ce_1: 0.3631 loss_bbox_1: 0.1955 loss_giou_1: 0.3569 loss_ce_2: 0.3157 loss_bbox_2: 0.1742 loss_giou_2: 0.3444 loss_ce_3: 0.2776 loss_bbox_3: 0.1691 loss_giou_3: 0.3362 loss_ce_4: 0.2642 loss_bbox_4: 0.1708 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 11:18:58] d2.utils.events INFO: eta: 13:55:43 iter: 271079 total_loss: 5.477 loss_ce: 0.2624 loss_bbox: 0.1755 loss_giou: 0.3445 loss_ce_0: 0.4708 loss_bbox_0: 0.3032 loss_giou_0: 0.504 loss_ce_1: 0.3684 loss_bbox_1: 0.2107 loss_giou_1: 0.3793 loss_ce_2: 0.3152 loss_bbox_2: 0.1895 loss_giou_2: 0.358 loss_ce_3: 0.2786 loss_bbox_3: 0.1845 loss_giou_3: 0.3567 loss_ce_4: 0.2637 loss_bbox_4: 0.18 loss_giou_4: 0.349 time: 0.2799 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 11:19:04] d2.utils.events INFO: eta: 13:55:42 iter: 271099 total_loss: 5.55 loss_ce: 0.2838 loss_bbox: 0.1753 loss_giou: 0.3294 loss_ce_0: 0.4911 loss_bbox_0: 0.3061 loss_giou_0: 0.5307 loss_ce_1: 0.3976 loss_bbox_1: 0.208 loss_giou_1: 0.3847 loss_ce_2: 0.3343 loss_bbox_2: 0.1868 loss_giou_2: 0.3559 loss_ce_3: 0.299 loss_bbox_3: 0.1832 loss_giou_3: 0.3411 loss_ce_4: 0.2861 loss_bbox_4: 0.1786 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 11:19:09] d2.utils.events INFO: eta: 13:55:36 iter: 271119 total_loss: 5.431 loss_ce: 0.2674 loss_bbox: 0.1741 loss_giou: 0.3076 loss_ce_0: 0.4782 loss_bbox_0: 0.2957 loss_giou_0: 0.4833 loss_ce_1: 0.374 loss_bbox_1: 0.2047 loss_giou_1: 0.3552 loss_ce_2: 0.3021 loss_bbox_2: 0.1902 loss_giou_2: 0.3301 loss_ce_3: 0.2824 loss_bbox_3: 0.1841 loss_giou_3: 0.3218 loss_ce_4: 0.2633 loss_bbox_4: 0.1763 loss_giou_4: 0.3135 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 11:19:15] d2.utils.events INFO: eta: 13:55:46 iter: 271139 total_loss: 5.563 loss_ce: 0.2764 loss_bbox: 0.1806 loss_giou: 0.3419 loss_ce_0: 0.4799 loss_bbox_0: 0.2975 loss_giou_0: 0.5378 loss_ce_1: 0.371 loss_bbox_1: 0.2108 loss_giou_1: 0.3908 loss_ce_2: 0.3186 loss_bbox_2: 0.1944 loss_giou_2: 0.3516 loss_ce_3: 0.2879 loss_bbox_3: 0.1845 loss_giou_3: 0.346 loss_ce_4: 0.2728 loss_bbox_4: 0.1817 loss_giou_4: 0.3398 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 11:19:21] d2.utils.events INFO: eta: 13:55:48 iter: 271159 total_loss: 5.483 loss_ce: 0.2722 loss_bbox: 0.1811 loss_giou: 0.3312 loss_ce_0: 0.4922 loss_bbox_0: 0.313 loss_giou_0: 0.5089 loss_ce_1: 0.376 loss_bbox_1: 0.2141 loss_giou_1: 0.3785 loss_ce_2: 0.3261 loss_bbox_2: 0.1936 loss_giou_2: 0.3479 loss_ce_3: 0.3017 loss_bbox_3: 0.1895 loss_giou_3: 0.337 loss_ce_4: 0.2814 loss_bbox_4: 0.1832 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 11:19:27] d2.utils.events INFO: eta: 13:56:07 iter: 271179 total_loss: 5.521 loss_ce: 0.2744 loss_bbox: 0.1781 loss_giou: 0.3259 loss_ce_0: 0.4875 loss_bbox_0: 0.2937 loss_giou_0: 0.5277 loss_ce_1: 0.3715 loss_bbox_1: 0.2179 loss_giou_1: 0.3823 loss_ce_2: 0.3086 loss_bbox_2: 0.1894 loss_giou_2: 0.3442 loss_ce_3: 0.2916 loss_bbox_3: 0.1841 loss_giou_3: 0.3367 loss_ce_4: 0.2795 loss_bbox_4: 0.1811 loss_giou_4: 0.3296 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 11:19:32] d2.utils.events INFO: eta: 13:56:01 iter: 271199 total_loss: 5.185 loss_ce: 0.2772 loss_bbox: 0.1608 loss_giou: 0.3104 loss_ce_0: 0.4793 loss_bbox_0: 0.2853 loss_giou_0: 0.5022 loss_ce_1: 0.3852 loss_bbox_1: 0.1964 loss_giou_1: 0.3594 loss_ce_2: 0.3249 loss_bbox_2: 0.1755 loss_giou_2: 0.3248 loss_ce_3: 0.2939 loss_bbox_3: 0.1678 loss_giou_3: 0.3181 loss_ce_4: 0.2834 loss_bbox_4: 0.1608 loss_giou_4: 0.3132 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 11:19:36] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 11:19:36] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 11:19:36] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 11:19:36] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 11:19:36] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 11:19:37] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 11:19:43] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0433 s/iter. Eval: 0.0003 s/iter. Total: 0.0445 s/iter. ETA=0:00:27 [11/03 11:19:48] d2.evaluation.evaluator INFO: Inference done 103/625. Dataloading: 0.0032 s/iter. Inference: 0.0502 s/iter. Eval: 0.0004 s/iter. Total: 0.0539 s/iter. ETA=0:00:28 [11/03 11:19:53] d2.evaluation.evaluator INFO: Inference done 203/625. Dataloading: 0.0028 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:21 [11/03 11:19:58] d2.evaluation.evaluator INFO: Inference done 300/625. Dataloading: 0.0027 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:16 [11/03 11:20:03] d2.evaluation.evaluator INFO: Inference done 396/625. Dataloading: 0.0028 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:11 [11/03 11:20:08] d2.evaluation.evaluator INFO: Inference done 492/625. Dataloading: 0.0028 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0521 s/iter. ETA=0:00:06 [11/03 11:20:13] d2.evaluation.evaluator INFO: Inference done 587/625. Dataloading: 0.0028 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0522 s/iter. ETA=0:00:01 [11/03 11:20:15] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.648337 (0.052659 s / iter per device, on 8 devices) [11/03 11:20:15] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048760 s / iter per device, on 8 devices) [11/03 11:20:23] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 11:20:24] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 11:20:26] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 11:20:29] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 11:20:41] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.15 seconds. [11/03 11:20:41] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 11:20:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.44 seconds. [11/03 11:20:43] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.478 | 61.331 | 45.354 | 25.688 | 45.616 | 57.991 | [11/03 11:20:43] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.092 | bicycle | 29.099 | car | 43.404 | | motorcycle | 41.382 | airplane | 68.852 | bus | 64.119 | | train | 63.962 | truck | 37.609 | boat | 26.273 | | traffic light | 27.057 | fire hydrant | 65.944 | stop sign | 68.981 | | parking meter | 38.758 | bench | 25.355 | bird | 37.466 | | cat | 70.684 | dog | 64.853 | horse | 59.068 | | sheep | 49.103 | cow | 58.531 | elephant | 65.387 | | bear | 72.497 | zebra | 67.859 | giraffe | 68.858 | | backpack | 15.484 | umbrella | 36.336 | handbag | 15.284 | | tie | 33.009 | suitcase | 41.997 | frisbee | 68.417 | | skis | 25.579 | snowboard | 40.920 | sports ball | 48.130 | | kite | 42.468 | baseball bat | 31.289 | baseball glove | 38.202 | | skateboard | 53.557 | surfboard | 38.206 | tennis racket | 48.235 | | bottle | 38.359 | wine glass | 32.294 | cup | 39.752 | | fork | 34.589 | knife | 18.197 | spoon | 18.312 | | bowl | 44.538 | banana | 23.900 | apple | 23.800 | | sandwich | 37.883 | orange | 32.486 | broccoli | 22.199 | | carrot | 22.576 | hot dog | 37.517 | pizza | 52.770 | | donut | 45.831 | cake | 36.604 | chair | 26.412 | | couch | 45.003 | potted plant | 26.812 | bed | 48.931 | | dining table | 30.239 | toilet | 63.394 | tv | 57.998 | | laptop | 60.812 | mouse | 58.623 | remote | 33.973 | | keyboard | 54.930 | cell phone | 36.653 | microwave | 61.007 | | oven | 32.260 | toaster | 26.854 | sink | 38.771 | | refrigerator | 61.031 | book | 13.443 | clock | 50.466 | | vase | 38.436 | scissors | 37.286 | teddy bear | 46.947 | | hair drier | 11.615 | toothbrush | 28.416 | | | [11/03 11:20:44] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 11:20:44] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 11:20:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 11:20:44] d2.evaluation.testing INFO: copypaste: 42.4778,61.3312,45.3544,25.6878,45.6161,57.9911 [11/03 11:20:47] d2.utils.events INFO: eta: 13:56:19 iter: 271219 total_loss: 5.291 loss_ce: 0.265 loss_bbox: 0.1627 loss_giou: 0.3252 loss_ce_0: 0.4681 loss_bbox_0: 0.278 loss_giou_0: 0.5048 loss_ce_1: 0.3618 loss_bbox_1: 0.1966 loss_giou_1: 0.3767 loss_ce_2: 0.3006 loss_bbox_2: 0.1751 loss_giou_2: 0.3507 loss_ce_3: 0.2878 loss_bbox_3: 0.1656 loss_giou_3: 0.3379 loss_ce_4: 0.2718 loss_bbox_4: 0.1625 loss_giou_4: 0.3304 time: 0.2799 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/03 11:20:52] d2.utils.events INFO: eta: 13:55:55 iter: 271239 total_loss: 5.606 loss_ce: 0.2735 loss_bbox: 0.1654 loss_giou: 0.3466 loss_ce_0: 0.4882 loss_bbox_0: 0.2914 loss_giou_0: 0.55 loss_ce_1: 0.3635 loss_bbox_1: 0.2032 loss_giou_1: 0.3995 loss_ce_2: 0.3262 loss_bbox_2: 0.1789 loss_giou_2: 0.3659 loss_ce_3: 0.2942 loss_bbox_3: 0.1718 loss_giou_3: 0.3551 loss_ce_4: 0.2754 loss_bbox_4: 0.1655 loss_giou_4: 0.3497 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 11:20:58] d2.utils.events INFO: eta: 13:56:05 iter: 271259 total_loss: 5.603 loss_ce: 0.2835 loss_bbox: 0.1796 loss_giou: 0.3321 loss_ce_0: 0.4829 loss_bbox_0: 0.3049 loss_giou_0: 0.5026 loss_ce_1: 0.3822 loss_bbox_1: 0.213 loss_giou_1: 0.3705 loss_ce_2: 0.3126 loss_bbox_2: 0.1838 loss_giou_2: 0.3535 loss_ce_3: 0.2834 loss_bbox_3: 0.1798 loss_giou_3: 0.3474 loss_ce_4: 0.2723 loss_bbox_4: 0.1803 loss_giou_4: 0.3443 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:04] d2.utils.events INFO: eta: 13:55:58 iter: 271279 total_loss: 5.38 loss_ce: 0.2663 loss_bbox: 0.1685 loss_giou: 0.3358 loss_ce_0: 0.476 loss_bbox_0: 0.2815 loss_giou_0: 0.5121 loss_ce_1: 0.3878 loss_bbox_1: 0.2008 loss_giou_1: 0.3882 loss_ce_2: 0.3234 loss_bbox_2: 0.1821 loss_giou_2: 0.3569 loss_ce_3: 0.2833 loss_bbox_3: 0.1734 loss_giou_3: 0.3491 loss_ce_4: 0.2707 loss_bbox_4: 0.1696 loss_giou_4: 0.3419 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:09] d2.utils.events INFO: eta: 13:55:53 iter: 271299 total_loss: 5.537 loss_ce: 0.2715 loss_bbox: 0.1805 loss_giou: 0.3195 loss_ce_0: 0.4814 loss_bbox_0: 0.308 loss_giou_0: 0.4945 loss_ce_1: 0.369 loss_bbox_1: 0.2102 loss_giou_1: 0.3664 loss_ce_2: 0.3208 loss_bbox_2: 0.1945 loss_giou_2: 0.3398 loss_ce_3: 0.28 loss_bbox_3: 0.1866 loss_giou_3: 0.3316 loss_ce_4: 0.2705 loss_bbox_4: 0.1824 loss_giou_4: 0.322 time: 0.2799 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:15] d2.utils.events INFO: eta: 13:55:48 iter: 271319 total_loss: 5.823 loss_ce: 0.2871 loss_bbox: 0.1923 loss_giou: 0.3511 loss_ce_0: 0.4953 loss_bbox_0: 0.3158 loss_giou_0: 0.5226 loss_ce_1: 0.3887 loss_bbox_1: 0.2308 loss_giou_1: 0.3939 loss_ce_2: 0.3293 loss_bbox_2: 0.2154 loss_giou_2: 0.3659 loss_ce_3: 0.2959 loss_bbox_3: 0.203 loss_giou_3: 0.3552 loss_ce_4: 0.2957 loss_bbox_4: 0.1978 loss_giou_4: 0.35 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:21] d2.utils.events INFO: eta: 13:55:38 iter: 271339 total_loss: 5.448 loss_ce: 0.2732 loss_bbox: 0.1729 loss_giou: 0.3198 loss_ce_0: 0.5159 loss_bbox_0: 0.2974 loss_giou_0: 0.5033 loss_ce_1: 0.4048 loss_bbox_1: 0.2068 loss_giou_1: 0.3683 loss_ce_2: 0.3372 loss_bbox_2: 0.1901 loss_giou_2: 0.3429 loss_ce_3: 0.278 loss_bbox_3: 0.1799 loss_giou_3: 0.3287 loss_ce_4: 0.2737 loss_bbox_4: 0.1743 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:27] d2.utils.events INFO: eta: 13:55:45 iter: 271359 total_loss: 5.457 loss_ce: 0.2709 loss_bbox: 0.1707 loss_giou: 0.3303 loss_ce_0: 0.4857 loss_bbox_0: 0.2946 loss_giou_0: 0.5111 loss_ce_1: 0.3697 loss_bbox_1: 0.1997 loss_giou_1: 0.3823 loss_ce_2: 0.3087 loss_bbox_2: 0.1841 loss_giou_2: 0.3487 loss_ce_3: 0.2777 loss_bbox_3: 0.179 loss_giou_3: 0.3433 loss_ce_4: 0.2698 loss_bbox_4: 0.1759 loss_giou_4: 0.336 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:32] d2.utils.events INFO: eta: 13:55:43 iter: 271379 total_loss: 5.599 loss_ce: 0.2873 loss_bbox: 0.1856 loss_giou: 0.317 loss_ce_0: 0.4874 loss_bbox_0: 0.3139 loss_giou_0: 0.4947 loss_ce_1: 0.3702 loss_bbox_1: 0.215 loss_giou_1: 0.3618 loss_ce_2: 0.3408 loss_bbox_2: 0.1966 loss_giou_2: 0.3312 loss_ce_3: 0.2959 loss_bbox_3: 0.1885 loss_giou_3: 0.3241 loss_ce_4: 0.2957 loss_bbox_4: 0.1884 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:38] d2.utils.events INFO: eta: 13:55:33 iter: 271399 total_loss: 5.485 loss_ce: 0.265 loss_bbox: 0.182 loss_giou: 0.3242 loss_ce_0: 0.4796 loss_bbox_0: 0.3121 loss_giou_0: 0.4999 loss_ce_1: 0.3778 loss_bbox_1: 0.2185 loss_giou_1: 0.3671 loss_ce_2: 0.3142 loss_bbox_2: 0.1969 loss_giou_2: 0.3361 loss_ce_3: 0.2763 loss_bbox_3: 0.1944 loss_giou_3: 0.3276 loss_ce_4: 0.2709 loss_bbox_4: 0.1849 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:44] d2.utils.events INFO: eta: 13:55:34 iter: 271419 total_loss: 5.549 loss_ce: 0.2779 loss_bbox: 0.1697 loss_giou: 0.3191 loss_ce_0: 0.4982 loss_bbox_0: 0.2999 loss_giou_0: 0.5114 loss_ce_1: 0.3909 loss_bbox_1: 0.2053 loss_giou_1: 0.3699 loss_ce_2: 0.3247 loss_bbox_2: 0.1898 loss_giou_2: 0.3381 loss_ce_3: 0.2934 loss_bbox_3: 0.1848 loss_giou_3: 0.326 loss_ce_4: 0.2796 loss_bbox_4: 0.1736 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:49] d2.utils.events INFO: eta: 13:55:36 iter: 271439 total_loss: 5.409 loss_ce: 0.2644 loss_bbox: 0.185 loss_giou: 0.335 loss_ce_0: 0.4867 loss_bbox_0: 0.3094 loss_giou_0: 0.5099 loss_ce_1: 0.3859 loss_bbox_1: 0.216 loss_giou_1: 0.3785 loss_ce_2: 0.3099 loss_bbox_2: 0.1979 loss_giou_2: 0.3554 loss_ce_3: 0.2782 loss_bbox_3: 0.1916 loss_giou_3: 0.3403 loss_ce_4: 0.2626 loss_bbox_4: 0.1896 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 11:21:55] d2.utils.events INFO: eta: 13:55:30 iter: 271459 total_loss: 5.601 loss_ce: 0.2705 loss_bbox: 0.1819 loss_giou: 0.3472 loss_ce_0: 0.4855 loss_bbox_0: 0.2918 loss_giou_0: 0.5318 loss_ce_1: 0.369 loss_bbox_1: 0.2122 loss_giou_1: 0.3982 loss_ce_2: 0.2966 loss_bbox_2: 0.188 loss_giou_2: 0.3724 loss_ce_3: 0.2818 loss_bbox_3: 0.1838 loss_giou_3: 0.3588 loss_ce_4: 0.2726 loss_bbox_4: 0.1859 loss_giou_4: 0.3512 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:01] d2.utils.events INFO: eta: 13:55:49 iter: 271479 total_loss: 5.386 loss_ce: 0.2581 loss_bbox: 0.1784 loss_giou: 0.3336 loss_ce_0: 0.4744 loss_bbox_0: 0.2912 loss_giou_0: 0.5181 loss_ce_1: 0.3687 loss_bbox_1: 0.202 loss_giou_1: 0.377 loss_ce_2: 0.3025 loss_bbox_2: 0.1825 loss_giou_2: 0.3497 loss_ce_3: 0.2638 loss_bbox_3: 0.181 loss_giou_3: 0.3386 loss_ce_4: 0.2664 loss_bbox_4: 0.1809 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:06] d2.utils.events INFO: eta: 13:56:37 iter: 271499 total_loss: 5.643 loss_ce: 0.2855 loss_bbox: 0.1779 loss_giou: 0.3184 loss_ce_0: 0.5163 loss_bbox_0: 0.3012 loss_giou_0: 0.502 loss_ce_1: 0.3947 loss_bbox_1: 0.2155 loss_giou_1: 0.3695 loss_ce_2: 0.3361 loss_bbox_2: 0.1947 loss_giou_2: 0.3419 loss_ce_3: 0.3139 loss_bbox_3: 0.1876 loss_giou_3: 0.3317 loss_ce_4: 0.2829 loss_bbox_4: 0.1809 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:12] d2.utils.events INFO: eta: 13:56:51 iter: 271519 total_loss: 5.552 loss_ce: 0.2738 loss_bbox: 0.1724 loss_giou: 0.332 loss_ce_0: 0.4924 loss_bbox_0: 0.2979 loss_giou_0: 0.4879 loss_ce_1: 0.3801 loss_bbox_1: 0.2032 loss_giou_1: 0.3693 loss_ce_2: 0.3186 loss_bbox_2: 0.182 loss_giou_2: 0.3425 loss_ce_3: 0.2789 loss_bbox_3: 0.1795 loss_giou_3: 0.3393 loss_ce_4: 0.278 loss_bbox_4: 0.1749 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:18] d2.utils.events INFO: eta: 13:56:50 iter: 271539 total_loss: 5.275 loss_ce: 0.2662 loss_bbox: 0.1658 loss_giou: 0.2988 loss_ce_0: 0.4795 loss_bbox_0: 0.3002 loss_giou_0: 0.4771 loss_ce_1: 0.384 loss_bbox_1: 0.2006 loss_giou_1: 0.3437 loss_ce_2: 0.3139 loss_bbox_2: 0.18 loss_giou_2: 0.3201 loss_ce_3: 0.2823 loss_bbox_3: 0.1747 loss_giou_3: 0.3173 loss_ce_4: 0.2742 loss_bbox_4: 0.1665 loss_giou_4: 0.3106 time: 0.2799 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:24] d2.utils.events INFO: eta: 13:56:48 iter: 271559 total_loss: 5.278 loss_ce: 0.2698 loss_bbox: 0.1541 loss_giou: 0.3116 loss_ce_0: 0.4692 loss_bbox_0: 0.2822 loss_giou_0: 0.5006 loss_ce_1: 0.3702 loss_bbox_1: 0.1907 loss_giou_1: 0.3538 loss_ce_2: 0.3087 loss_bbox_2: 0.1706 loss_giou_2: 0.3269 loss_ce_3: 0.2878 loss_bbox_3: 0.1629 loss_giou_3: 0.3228 loss_ce_4: 0.2663 loss_bbox_4: 0.1565 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data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:41] d2.utils.events INFO: eta: 13:56:46 iter: 271619 total_loss: 5.688 loss_ce: 0.2658 loss_bbox: 0.1758 loss_giou: 0.3616 loss_ce_0: 0.4818 loss_bbox_0: 0.3037 loss_giou_0: 0.5281 loss_ce_1: 0.3738 loss_bbox_1: 0.2106 loss_giou_1: 0.3915 loss_ce_2: 0.3149 loss_bbox_2: 0.1901 loss_giou_2: 0.3663 loss_ce_3: 0.2757 loss_bbox_3: 0.1826 loss_giou_3: 0.3652 loss_ce_4: 0.2717 loss_bbox_4: 0.1782 loss_giou_4: 0.3642 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:46] d2.utils.events INFO: eta: 13:57:15 iter: 271639 total_loss: 5.266 loss_ce: 0.2362 loss_bbox: 0.1809 loss_giou: 0.3218 loss_ce_0: 0.4623 loss_bbox_0: 0.3011 loss_giou_0: 0.486 loss_ce_1: 0.3585 loss_bbox_1: 0.2171 loss_giou_1: 0.3597 loss_ce_2: 0.2848 loss_bbox_2: 0.1965 loss_giou_2: 0.3336 loss_ce_3: 0.2503 loss_bbox_3: 0.1872 loss_giou_3: 0.3332 loss_ce_4: 0.2351 loss_bbox_4: 0.1867 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:52] d2.utils.events INFO: eta: 13:57:14 iter: 271659 total_loss: 5.519 loss_ce: 0.274 loss_bbox: 0.1769 loss_giou: 0.3211 loss_ce_0: 0.5145 loss_bbox_0: 0.3027 loss_giou_0: 0.4879 loss_ce_1: 0.3856 loss_bbox_1: 0.2099 loss_giou_1: 0.3551 loss_ce_2: 0.3164 loss_bbox_2: 0.1878 loss_giou_2: 0.3316 loss_ce_3: 0.2816 loss_bbox_3: 0.1827 loss_giou_3: 0.3263 loss_ce_4: 0.2754 loss_bbox_4: 0.179 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 11:22:58] d2.utils.events INFO: eta: 13:56:57 iter: 271679 total_loss: 5.376 loss_ce: 0.2668 loss_bbox: 0.172 loss_giou: 0.3184 loss_ce_0: 0.4838 loss_bbox_0: 0.3181 loss_giou_0: 0.5107 loss_ce_1: 0.374 loss_bbox_1: 0.2108 loss_giou_1: 0.3804 loss_ce_2: 0.3164 loss_bbox_2: 0.1851 loss_giou_2: 0.3539 loss_ce_3: 0.2797 loss_bbox_3: 0.1813 loss_giou_3: 0.3366 loss_ce_4: 0.2679 loss_bbox_4: 0.175 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:04] d2.utils.events INFO: eta: 13:56:24 iter: 271699 total_loss: 5.551 loss_ce: 0.2655 loss_bbox: 0.1839 loss_giou: 0.3191 loss_ce_0: 0.504 loss_bbox_0: 0.3079 loss_giou_0: 0.4927 loss_ce_1: 0.3843 loss_bbox_1: 0.2134 loss_giou_1: 0.3657 loss_ce_2: 0.3273 loss_bbox_2: 0.2016 loss_giou_2: 0.3443 loss_ce_3: 0.294 loss_bbox_3: 0.1894 loss_giou_3: 0.331 loss_ce_4: 0.2747 loss_bbox_4: 0.1833 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:09] d2.utils.events INFO: eta: 13:56:24 iter: 271719 total_loss: 5.589 loss_ce: 0.2814 loss_bbox: 0.1785 loss_giou: 0.3193 loss_ce_0: 0.4937 loss_bbox_0: 0.3031 loss_giou_0: 0.483 loss_ce_1: 0.3941 loss_bbox_1: 0.2111 loss_giou_1: 0.3599 loss_ce_2: 0.3205 loss_bbox_2: 0.1952 loss_giou_2: 0.3449 loss_ce_3: 0.292 loss_bbox_3: 0.1842 loss_giou_3: 0.3336 loss_ce_4: 0.278 loss_bbox_4: 0.1847 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:15] d2.utils.events INFO: eta: 13:56:36 iter: 271739 total_loss: 5.529 loss_ce: 0.2773 loss_bbox: 0.185 loss_giou: 0.3325 loss_ce_0: 0.4906 loss_bbox_0: 0.3007 loss_giou_0: 0.485 loss_ce_1: 0.3758 loss_bbox_1: 0.2154 loss_giou_1: 0.3679 loss_ce_2: 0.3162 loss_bbox_2: 0.2037 loss_giou_2: 0.3413 loss_ce_3: 0.2848 loss_bbox_3: 0.1903 loss_giou_3: 0.3361 loss_ce_4: 0.2737 loss_bbox_4: 0.186 loss_giou_4: 0.3307 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:21] d2.utils.events INFO: eta: 13:56:31 iter: 271759 total_loss: 5.733 loss_ce: 0.2985 loss_bbox: 0.1788 loss_giou: 0.3306 loss_ce_0: 0.5036 loss_bbox_0: 0.3058 loss_giou_0: 0.5096 loss_ce_1: 0.3878 loss_bbox_1: 0.2095 loss_giou_1: 0.3699 loss_ce_2: 0.3255 loss_bbox_2: 0.1918 loss_giou_2: 0.342 loss_ce_3: 0.3068 loss_bbox_3: 0.1859 loss_giou_3: 0.3378 loss_ce_4: 0.2946 loss_bbox_4: 0.1805 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:26] d2.utils.events INFO: eta: 13:56:25 iter: 271779 total_loss: 5.258 loss_ce: 0.2545 loss_bbox: 0.1736 loss_giou: 0.3134 loss_ce_0: 0.4651 loss_bbox_0: 0.3092 loss_giou_0: 0.5033 loss_ce_1: 0.3472 loss_bbox_1: 0.2136 loss_giou_1: 0.3734 loss_ce_2: 0.2897 loss_bbox_2: 0.1846 loss_giou_2: 0.3401 loss_ce_3: 0.264 loss_bbox_3: 0.1753 loss_giou_3: 0.3289 loss_ce_4: 0.2542 loss_bbox_4: 0.1715 loss_giou_4: 0.3227 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:32] d2.utils.events INFO: eta: 13:56:01 iter: 271799 total_loss: 5.493 loss_ce: 0.2944 loss_bbox: 0.1827 loss_giou: 0.3323 loss_ce_0: 0.4984 loss_bbox_0: 0.3054 loss_giou_0: 0.5082 loss_ce_1: 0.3754 loss_bbox_1: 0.2176 loss_giou_1: 0.3828 loss_ce_2: 0.3316 loss_bbox_2: 0.1966 loss_giou_2: 0.3535 loss_ce_3: 0.315 loss_bbox_3: 0.1862 loss_giou_3: 0.3451 loss_ce_4: 0.2966 loss_bbox_4: 0.1844 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:38] d2.utils.events INFO: eta: 13:55:57 iter: 271819 total_loss: 5.398 loss_ce: 0.26 loss_bbox: 0.1535 loss_giou: 0.344 loss_ce_0: 0.4924 loss_bbox_0: 0.2767 loss_giou_0: 0.533 loss_ce_1: 0.3717 loss_bbox_1: 0.1939 loss_giou_1: 0.3924 loss_ce_2: 0.305 loss_bbox_2: 0.1718 loss_giou_2: 0.3552 loss_ce_3: 0.2845 loss_bbox_3: 0.1629 loss_giou_3: 0.3465 loss_ce_4: 0.2636 loss_bbox_4: 0.1554 loss_giou_4: 0.3443 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:43] d2.utils.events INFO: eta: 13:56:04 iter: 271839 total_loss: 5.7 loss_ce: 0.2773 loss_bbox: 0.1932 loss_giou: 0.3499 loss_ce_0: 0.4891 loss_bbox_0: 0.3193 loss_giou_0: 0.5207 loss_ce_1: 0.3888 loss_bbox_1: 0.2245 loss_giou_1: 0.3981 loss_ce_2: 0.317 loss_bbox_2: 0.2078 loss_giou_2: 0.3701 loss_ce_3: 0.2897 loss_bbox_3: 0.1972 loss_giou_3: 0.3625 loss_ce_4: 0.2782 loss_bbox_4: 0.1941 loss_giou_4: 0.3508 time: 0.2799 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:49] d2.utils.events INFO: eta: 13:55:46 iter: 271859 total_loss: 5.362 loss_ce: 0.2502 loss_bbox: 0.1767 loss_giou: 0.3234 loss_ce_0: 0.4672 loss_bbox_0: 0.2967 loss_giou_0: 0.5209 loss_ce_1: 0.3547 loss_bbox_1: 0.2118 loss_giou_1: 0.3797 loss_ce_2: 0.29 loss_bbox_2: 0.1937 loss_giou_2: 0.3419 loss_ce_3: 0.2643 loss_bbox_3: 0.1858 loss_giou_3: 0.3396 loss_ce_4: 0.2569 loss_bbox_4: 0.1816 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 11:23:55] d2.utils.events INFO: eta: 13:55:37 iter: 271879 total_loss: 5.842 loss_ce: 0.2801 loss_bbox: 0.1826 loss_giou: 0.3537 loss_ce_0: 0.5179 loss_bbox_0: 0.3141 loss_giou_0: 0.5317 loss_ce_1: 0.4065 loss_bbox_1: 0.219 loss_giou_1: 0.4057 loss_ce_2: 0.3277 loss_bbox_2: 0.1974 loss_giou_2: 0.3721 loss_ce_3: 0.2973 loss_bbox_3: 0.1855 loss_giou_3: 0.365 loss_ce_4: 0.2834 loss_bbox_4: 0.1816 loss_giou_4: 0.3605 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:01] d2.utils.events INFO: eta: 13:55:41 iter: 271899 total_loss: 5.579 loss_ce: 0.2731 loss_bbox: 0.1734 loss_giou: 0.3331 loss_ce_0: 0.4932 loss_bbox_0: 0.2951 loss_giou_0: 0.5296 loss_ce_1: 0.3799 loss_bbox_1: 0.2114 loss_giou_1: 0.3785 loss_ce_2: 0.3132 loss_bbox_2: 0.1865 loss_giou_2: 0.3479 loss_ce_3: 0.2769 loss_bbox_3: 0.1749 loss_giou_3: 0.3402 loss_ce_4: 0.2746 loss_bbox_4: 0.172 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:06] d2.utils.events INFO: eta: 13:55:27 iter: 271919 total_loss: 5.614 loss_ce: 0.2773 loss_bbox: 0.1665 loss_giou: 0.3266 loss_ce_0: 0.4869 loss_bbox_0: 0.3073 loss_giou_0: 0.5255 loss_ce_1: 0.3825 loss_bbox_1: 0.2103 loss_giou_1: 0.387 loss_ce_2: 0.3187 loss_bbox_2: 0.1796 loss_giou_2: 0.353 loss_ce_3: 0.2914 loss_bbox_3: 0.1719 loss_giou_3: 0.34 loss_ce_4: 0.285 loss_bbox_4: 0.1671 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:12] d2.utils.events INFO: eta: 13:55:12 iter: 271939 total_loss: 5.668 loss_ce: 0.2736 loss_bbox: 0.1779 loss_giou: 0.341 loss_ce_0: 0.4851 loss_bbox_0: 0.3086 loss_giou_0: 0.5219 loss_ce_1: 0.3753 loss_bbox_1: 0.2063 loss_giou_1: 0.3911 loss_ce_2: 0.317 loss_bbox_2: 0.1825 loss_giou_2: 0.3562 loss_ce_3: 0.2819 loss_bbox_3: 0.1814 loss_giou_3: 0.3497 loss_ce_4: 0.2714 loss_bbox_4: 0.1789 loss_giou_4: 0.3418 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:18] d2.utils.events INFO: eta: 13:54:59 iter: 271959 total_loss: 5.284 loss_ce: 0.2708 loss_bbox: 0.1734 loss_giou: 0.3036 loss_ce_0: 0.487 loss_bbox_0: 0.2984 loss_giou_0: 0.4887 loss_ce_1: 0.3841 loss_bbox_1: 0.2091 loss_giou_1: 0.3494 loss_ce_2: 0.3086 loss_bbox_2: 0.1828 loss_giou_2: 0.3285 loss_ce_3: 0.2781 loss_bbox_3: 0.1759 loss_giou_3: 0.3146 loss_ce_4: 0.2739 loss_bbox_4: 0.1735 loss_giou_4: 0.3108 time: 0.2799 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:23] d2.utils.events INFO: eta: 13:54:49 iter: 271979 total_loss: 5.694 loss_ce: 0.2755 loss_bbox: 0.1721 loss_giou: 0.3429 loss_ce_0: 0.4709 loss_bbox_0: 0.2971 loss_giou_0: 0.5155 loss_ce_1: 0.3613 loss_bbox_1: 0.2053 loss_giou_1: 0.3791 loss_ce_2: 0.3011 loss_bbox_2: 0.19 loss_giou_2: 0.3555 loss_ce_3: 0.2723 loss_bbox_3: 0.1785 loss_giou_3: 0.3504 loss_ce_4: 0.2697 loss_bbox_4: 0.176 loss_giou_4: 0.3434 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:29] d2.utils.events INFO: eta: 13:54:29 iter: 271999 total_loss: 5.395 loss_ce: 0.2603 loss_bbox: 0.1756 loss_giou: 0.3237 loss_ce_0: 0.461 loss_bbox_0: 0.3011 loss_giou_0: 0.4861 loss_ce_1: 0.3572 loss_bbox_1: 0.2149 loss_giou_1: 0.3705 loss_ce_2: 0.304 loss_bbox_2: 0.1966 loss_giou_2: 0.3349 loss_ce_3: 0.2735 loss_bbox_3: 0.1859 loss_giou_3: 0.3342 loss_ce_4: 0.2556 loss_bbox_4: 0.1781 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:34] d2.utils.events INFO: eta: 13:53:45 iter: 272019 total_loss: 5.609 loss_ce: 0.2825 loss_bbox: 0.1773 loss_giou: 0.3244 loss_ce_0: 0.4872 loss_bbox_0: 0.2986 loss_giou_0: 0.5144 loss_ce_1: 0.3969 loss_bbox_1: 0.2111 loss_giou_1: 0.3711 loss_ce_2: 0.3329 loss_bbox_2: 0.1933 loss_giou_2: 0.3463 loss_ce_3: 0.3003 loss_bbox_3: 0.1828 loss_giou_3: 0.3361 loss_ce_4: 0.2866 loss_bbox_4: 0.1761 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:40] d2.utils.events INFO: eta: 13:53:46 iter: 272039 total_loss: 5.337 loss_ce: 0.2632 loss_bbox: 0.1629 loss_giou: 0.3219 loss_ce_0: 0.4782 loss_bbox_0: 0.2866 loss_giou_0: 0.5057 loss_ce_1: 0.3635 loss_bbox_1: 0.1955 loss_giou_1: 0.3746 loss_ce_2: 0.301 loss_bbox_2: 0.1697 loss_giou_2: 0.3474 loss_ce_3: 0.2674 loss_bbox_3: 0.1695 loss_giou_3: 0.3309 loss_ce_4: 0.2636 loss_bbox_4: 0.1634 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:46] d2.utils.events INFO: eta: 13:52:54 iter: 272059 total_loss: 5.742 loss_ce: 0.2926 loss_bbox: 0.1773 loss_giou: 0.3398 loss_ce_0: 0.4934 loss_bbox_0: 0.2991 loss_giou_0: 0.505 loss_ce_1: 0.4059 loss_bbox_1: 0.2069 loss_giou_1: 0.3936 loss_ce_2: 0.3389 loss_bbox_2: 0.1934 loss_giou_2: 0.3617 loss_ce_3: 0.3093 loss_bbox_3: 0.1793 loss_giou_3: 0.3514 loss_ce_4: 0.3038 loss_bbox_4: 0.1771 loss_giou_4: 0.3431 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:51] d2.utils.events INFO: eta: 13:52:44 iter: 272079 total_loss: 5.711 loss_ce: 0.2739 loss_bbox: 0.1764 loss_giou: 0.3513 loss_ce_0: 0.4821 loss_bbox_0: 0.2981 loss_giou_0: 0.5504 loss_ce_1: 0.3762 loss_bbox_1: 0.2139 loss_giou_1: 0.4177 loss_ce_2: 0.299 loss_bbox_2: 0.202 loss_giou_2: 0.382 loss_ce_3: 0.279 loss_bbox_3: 0.1916 loss_giou_3: 0.3596 loss_ce_4: 0.2767 loss_bbox_4: 0.1867 loss_giou_4: 0.3521 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 11:24:57] d2.utils.events INFO: eta: 13:52:38 iter: 272099 total_loss: 5.37 loss_ce: 0.2782 loss_bbox: 0.1765 loss_giou: 0.3222 loss_ce_0: 0.4814 loss_bbox_0: 0.3025 loss_giou_0: 0.5 loss_ce_1: 0.3761 loss_bbox_1: 0.2085 loss_giou_1: 0.3731 loss_ce_2: 0.3209 loss_bbox_2: 0.1959 loss_giou_2: 0.3481 loss_ce_3: 0.2755 loss_bbox_3: 0.1826 loss_giou_3: 0.3265 loss_ce_4: 0.2659 loss_bbox_4: 0.1777 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:03] d2.utils.events INFO: eta: 13:52:43 iter: 272119 total_loss: 5.592 loss_ce: 0.2717 loss_bbox: 0.1749 loss_giou: 0.3421 loss_ce_0: 0.479 loss_bbox_0: 0.3004 loss_giou_0: 0.5286 loss_ce_1: 0.3736 loss_bbox_1: 0.2055 loss_giou_1: 0.3799 loss_ce_2: 0.3095 loss_bbox_2: 0.1892 loss_giou_2: 0.3691 loss_ce_3: 0.2783 loss_bbox_3: 0.186 loss_giou_3: 0.3541 loss_ce_4: 0.2748 loss_bbox_4: 0.1774 loss_giou_4: 0.3506 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:08] d2.utils.events INFO: eta: 13:52:36 iter: 272139 total_loss: 5.506 loss_ce: 0.2898 loss_bbox: 0.1702 loss_giou: 0.3191 loss_ce_0: 0.4834 loss_bbox_0: 0.3004 loss_giou_0: 0.4989 loss_ce_1: 0.4016 loss_bbox_1: 0.205 loss_giou_1: 0.3689 loss_ce_2: 0.3332 loss_bbox_2: 0.1797 loss_giou_2: 0.3395 loss_ce_3: 0.3028 loss_bbox_3: 0.1779 loss_giou_3: 0.3321 loss_ce_4: 0.2915 loss_bbox_4: 0.1716 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:14] d2.utils.events INFO: eta: 13:52:21 iter: 272159 total_loss: 5.29 loss_ce: 0.2611 loss_bbox: 0.1715 loss_giou: 0.3116 loss_ce_0: 0.475 loss_bbox_0: 0.3006 loss_giou_0: 0.4755 loss_ce_1: 0.3732 loss_bbox_1: 0.2066 loss_giou_1: 0.3563 loss_ce_2: 0.311 loss_bbox_2: 0.1916 loss_giou_2: 0.3363 loss_ce_3: 0.271 loss_bbox_3: 0.1807 loss_giou_3: 0.3228 loss_ce_4: 0.2605 loss_bbox_4: 0.1755 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:20] d2.utils.events INFO: eta: 13:52:11 iter: 272179 total_loss: 5.563 loss_ce: 0.2821 loss_bbox: 0.1666 loss_giou: 0.3514 loss_ce_0: 0.507 loss_bbox_0: 0.2937 loss_giou_0: 0.5289 loss_ce_1: 0.3996 loss_bbox_1: 0.1955 loss_giou_1: 0.3929 loss_ce_2: 0.3408 loss_bbox_2: 0.1825 loss_giou_2: 0.3666 loss_ce_3: 0.2957 loss_bbox_3: 0.1726 loss_giou_3: 0.3557 loss_ce_4: 0.2747 loss_bbox_4: 0.169 loss_giou_4: 0.3507 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:25] d2.utils.events INFO: eta: 13:52:15 iter: 272199 total_loss: 5.394 loss_ce: 0.2542 loss_bbox: 0.1757 loss_giou: 0.3156 loss_ce_0: 0.4736 loss_bbox_0: 0.3144 loss_giou_0: 0.4737 loss_ce_1: 0.3681 loss_bbox_1: 0.2195 loss_giou_1: 0.3563 loss_ce_2: 0.3228 loss_bbox_2: 0.1953 loss_giou_2: 0.3336 loss_ce_3: 0.2918 loss_bbox_3: 0.1824 loss_giou_3: 0.3223 loss_ce_4: 0.2592 loss_bbox_4: 0.1786 loss_giou_4: 0.311 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:31] d2.utils.events INFO: eta: 13:51:46 iter: 272219 total_loss: 5.26 loss_ce: 0.2708 loss_bbox: 0.1776 loss_giou: 0.3094 loss_ce_0: 0.4961 loss_bbox_0: 0.2927 loss_giou_0: 0.5053 loss_ce_1: 0.3778 loss_bbox_1: 0.2115 loss_giou_1: 0.3694 loss_ce_2: 0.3262 loss_bbox_2: 0.187 loss_giou_2: 0.3324 loss_ce_3: 0.2865 loss_bbox_3: 0.1833 loss_giou_3: 0.3194 loss_ce_4: 0.2785 loss_bbox_4: 0.1786 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:37] d2.utils.events INFO: eta: 13:51:54 iter: 272239 total_loss: 5.668 loss_ce: 0.2822 loss_bbox: 0.191 loss_giou: 0.3227 loss_ce_0: 0.4881 loss_bbox_0: 0.3005 loss_giou_0: 0.5152 loss_ce_1: 0.3745 loss_bbox_1: 0.213 loss_giou_1: 0.3718 loss_ce_2: 0.3171 loss_bbox_2: 0.199 loss_giou_2: 0.3436 loss_ce_3: 0.2891 loss_bbox_3: 0.1886 loss_giou_3: 0.3328 loss_ce_4: 0.281 loss_bbox_4: 0.189 loss_giou_4: 0.3296 time: 0.2799 data_time: 0.0182 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:42] d2.utils.events INFO: eta: 13:51:40 iter: 272259 total_loss: 5.129 loss_ce: 0.2405 loss_bbox: 0.1789 loss_giou: 0.3251 loss_ce_0: 0.4677 loss_bbox_0: 0.3003 loss_giou_0: 0.525 loss_ce_1: 0.3667 loss_bbox_1: 0.2085 loss_giou_1: 0.3678 loss_ce_2: 0.2867 loss_bbox_2: 0.1909 loss_giou_2: 0.3337 loss_ce_3: 0.2576 loss_bbox_3: 0.1823 loss_giou_3: 0.328 loss_ce_4: 0.2518 loss_bbox_4: 0.1795 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:48] d2.utils.events INFO: eta: 13:51:30 iter: 272279 total_loss: 5.501 loss_ce: 0.2618 loss_bbox: 0.1926 loss_giou: 0.3319 loss_ce_0: 0.4745 loss_bbox_0: 0.3155 loss_giou_0: 0.505 loss_ce_1: 0.3717 loss_bbox_1: 0.2222 loss_giou_1: 0.3776 loss_ce_2: 0.2948 loss_bbox_2: 0.2051 loss_giou_2: 0.352 loss_ce_3: 0.2721 loss_bbox_3: 0.1952 loss_giou_3: 0.3378 loss_ce_4: 0.26 loss_bbox_4: 0.1962 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:54] d2.utils.events INFO: eta: 13:51:40 iter: 272299 total_loss: 5.334 loss_ce: 0.2649 loss_bbox: 0.1747 loss_giou: 0.3108 loss_ce_0: 0.4903 loss_bbox_0: 0.2883 loss_giou_0: 0.479 loss_ce_1: 0.3761 loss_bbox_1: 0.2019 loss_giou_1: 0.3551 loss_ce_2: 0.2957 loss_bbox_2: 0.1844 loss_giou_2: 0.3274 loss_ce_3: 0.2745 loss_bbox_3: 0.1834 loss_giou_3: 0.3195 loss_ce_4: 0.2696 loss_bbox_4: 0.1793 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:25:59] d2.utils.events INFO: eta: 13:51:23 iter: 272319 total_loss: 5.33 loss_ce: 0.2596 loss_bbox: 0.165 loss_giou: 0.3234 loss_ce_0: 0.4623 loss_bbox_0: 0.2915 loss_giou_0: 0.5268 loss_ce_1: 0.3626 loss_bbox_1: 0.1884 loss_giou_1: 0.3795 loss_ce_2: 0.3058 loss_bbox_2: 0.1741 loss_giou_2: 0.3457 loss_ce_3: 0.2727 loss_bbox_3: 0.1713 loss_giou_3: 0.3317 loss_ce_4: 0.2639 loss_bbox_4: 0.1672 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:05] d2.utils.events INFO: eta: 13:51:25 iter: 272339 total_loss: 5.495 loss_ce: 0.2702 loss_bbox: 0.1938 loss_giou: 0.3262 loss_ce_0: 0.4837 loss_bbox_0: 0.3158 loss_giou_0: 0.5072 loss_ce_1: 0.37 loss_bbox_1: 0.2308 loss_giou_1: 0.3764 loss_ce_2: 0.3096 loss_bbox_2: 0.2081 loss_giou_2: 0.3467 loss_ce_3: 0.2749 loss_bbox_3: 0.2027 loss_giou_3: 0.3414 loss_ce_4: 0.2734 loss_bbox_4: 0.1952 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:11] d2.utils.events INFO: eta: 13:51:30 iter: 272359 total_loss: 5.373 loss_ce: 0.2742 loss_bbox: 0.1771 loss_giou: 0.3091 loss_ce_0: 0.482 loss_bbox_0: 0.3033 loss_giou_0: 0.4984 loss_ce_1: 0.3812 loss_bbox_1: 0.208 loss_giou_1: 0.3638 loss_ce_2: 0.3082 loss_bbox_2: 0.1912 loss_giou_2: 0.3291 loss_ce_3: 0.2791 loss_bbox_3: 0.1844 loss_giou_3: 0.3193 loss_ce_4: 0.2799 loss_bbox_4: 0.1812 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:16] d2.utils.events INFO: eta: 13:51:17 iter: 272379 total_loss: 5.383 loss_ce: 0.2784 loss_bbox: 0.1555 loss_giou: 0.316 loss_ce_0: 0.4709 loss_bbox_0: 0.2782 loss_giou_0: 0.4943 loss_ce_1: 0.3712 loss_bbox_1: 0.1881 loss_giou_1: 0.3797 loss_ce_2: 0.3111 loss_bbox_2: 0.167 loss_giou_2: 0.3389 loss_ce_3: 0.2839 loss_bbox_3: 0.1586 loss_giou_3: 0.327 loss_ce_4: 0.2758 loss_bbox_4: 0.1587 loss_giou_4: 0.3182 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:22] d2.utils.events INFO: eta: 13:51:12 iter: 272399 total_loss: 5.399 loss_ce: 0.2665 loss_bbox: 0.1594 loss_giou: 0.3428 loss_ce_0: 0.4893 loss_bbox_0: 0.2825 loss_giou_0: 0.521 loss_ce_1: 0.3729 loss_bbox_1: 0.2006 loss_giou_1: 0.3865 loss_ce_2: 0.3112 loss_bbox_2: 0.1733 loss_giou_2: 0.3579 loss_ce_3: 0.2781 loss_bbox_3: 0.1652 loss_giou_3: 0.3468 loss_ce_4: 0.2647 loss_bbox_4: 0.162 loss_giou_4: 0.3479 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:28] d2.utils.events INFO: eta: 13:51:18 iter: 272419 total_loss: 5.411 loss_ce: 0.2548 loss_bbox: 0.1786 loss_giou: 0.3217 loss_ce_0: 0.4714 loss_bbox_0: 0.3061 loss_giou_0: 0.4932 loss_ce_1: 0.358 loss_bbox_1: 0.2104 loss_giou_1: 0.3634 loss_ce_2: 0.3008 loss_bbox_2: 0.1918 loss_giou_2: 0.3395 loss_ce_3: 0.262 loss_bbox_3: 0.185 loss_giou_3: 0.3376 loss_ce_4: 0.2514 loss_bbox_4: 0.1791 loss_giou_4: 0.3309 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:33] d2.utils.events INFO: eta: 13:50:56 iter: 272439 total_loss: 5.612 loss_ce: 0.2633 loss_bbox: 0.1707 loss_giou: 0.3366 loss_ce_0: 0.4676 loss_bbox_0: 0.2777 loss_giou_0: 0.48 loss_ce_1: 0.3735 loss_bbox_1: 0.2042 loss_giou_1: 0.3782 loss_ce_2: 0.3081 loss_bbox_2: 0.1837 loss_giou_2: 0.355 loss_ce_3: 0.2689 loss_bbox_3: 0.1771 loss_giou_3: 0.3374 loss_ce_4: 0.2611 loss_bbox_4: 0.1733 loss_giou_4: 0.327 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:39] d2.utils.events INFO: eta: 13:50:39 iter: 272459 total_loss: 5.391 loss_ce: 0.2621 loss_bbox: 0.1747 loss_giou: 0.3184 loss_ce_0: 0.479 loss_bbox_0: 0.2882 loss_giou_0: 0.4952 loss_ce_1: 0.3768 loss_bbox_1: 0.2011 loss_giou_1: 0.3669 loss_ce_2: 0.3229 loss_bbox_2: 0.1853 loss_giou_2: 0.3372 loss_ce_3: 0.2787 loss_bbox_3: 0.1805 loss_giou_3: 0.3278 loss_ce_4: 0.27 loss_bbox_4: 0.1741 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:45] d2.utils.events INFO: eta: 13:50:30 iter: 272479 total_loss: 5.301 loss_ce: 0.2719 loss_bbox: 0.1625 loss_giou: 0.2982 loss_ce_0: 0.496 loss_bbox_0: 0.2761 loss_giou_0: 0.4781 loss_ce_1: 0.3848 loss_bbox_1: 0.1921 loss_giou_1: 0.3493 loss_ce_2: 0.3227 loss_bbox_2: 0.176 loss_giou_2: 0.3185 loss_ce_3: 0.2841 loss_bbox_3: 0.1689 loss_giou_3: 0.3074 loss_ce_4: 0.2749 loss_bbox_4: 0.1673 loss_giou_4: 0.3005 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:51] d2.utils.events INFO: eta: 13:50:10 iter: 272499 total_loss: 5.531 loss_ce: 0.2564 loss_bbox: 0.1807 loss_giou: 0.3272 loss_ce_0: 0.488 loss_bbox_0: 0.292 loss_giou_0: 0.4906 loss_ce_1: 0.3629 loss_bbox_1: 0.2028 loss_giou_1: 0.3645 loss_ce_2: 0.3141 loss_bbox_2: 0.1892 loss_giou_2: 0.3404 loss_ce_3: 0.278 loss_bbox_3: 0.1844 loss_giou_3: 0.3325 loss_ce_4: 0.2631 loss_bbox_4: 0.1857 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 11:26:56] d2.utils.events INFO: eta: 13:50:05 iter: 272519 total_loss: 5.512 loss_ce: 0.2625 loss_bbox: 0.1683 loss_giou: 0.3432 loss_ce_0: 0.4761 loss_bbox_0: 0.3006 loss_giou_0: 0.5214 loss_ce_1: 0.3811 loss_bbox_1: 0.2044 loss_giou_1: 0.389 loss_ce_2: 0.3129 loss_bbox_2: 0.1882 loss_giou_2: 0.3627 loss_ce_3: 0.2745 loss_bbox_3: 0.1723 loss_giou_3: 0.3488 loss_ce_4: 0.2649 loss_bbox_4: 0.173 loss_giou_4: 0.348 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:02] d2.utils.events INFO: eta: 13:49:59 iter: 272539 total_loss: 5.723 loss_ce: 0.3054 loss_bbox: 0.1789 loss_giou: 0.3165 loss_ce_0: 0.5084 loss_bbox_0: 0.3035 loss_giou_0: 0.4886 loss_ce_1: 0.4048 loss_bbox_1: 0.2152 loss_giou_1: 0.3657 loss_ce_2: 0.3405 loss_bbox_2: 0.1948 loss_giou_2: 0.3319 loss_ce_3: 0.3258 loss_bbox_3: 0.1856 loss_giou_3: 0.3205 loss_ce_4: 0.3098 loss_bbox_4: 0.1823 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:08] d2.utils.events INFO: eta: 13:50:00 iter: 272559 total_loss: 5.389 loss_ce: 0.2583 loss_bbox: 0.1921 loss_giou: 0.3172 loss_ce_0: 0.4693 loss_bbox_0: 0.3241 loss_giou_0: 0.4727 loss_ce_1: 0.3774 loss_bbox_1: 0.2153 loss_giou_1: 0.3549 loss_ce_2: 0.3142 loss_bbox_2: 0.21 loss_giou_2: 0.3398 loss_ce_3: 0.2755 loss_bbox_3: 0.1998 loss_giou_3: 0.3201 loss_ce_4: 0.2715 loss_bbox_4: 0.193 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:13] d2.utils.events INFO: eta: 13:49:48 iter: 272579 total_loss: 5.588 loss_ce: 0.2877 loss_bbox: 0.1781 loss_giou: 0.3335 loss_ce_0: 0.509 loss_bbox_0: 0.3004 loss_giou_0: 0.5012 loss_ce_1: 0.3967 loss_bbox_1: 0.2074 loss_giou_1: 0.3748 loss_ce_2: 0.3305 loss_bbox_2: 0.1914 loss_giou_2: 0.3505 loss_ce_3: 0.3076 loss_bbox_3: 0.1836 loss_giou_3: 0.3428 loss_ce_4: 0.2952 loss_bbox_4: 0.1805 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:19] d2.utils.events INFO: eta: 13:49:49 iter: 272599 total_loss: 5.506 loss_ce: 0.2852 loss_bbox: 0.1832 loss_giou: 0.3196 loss_ce_0: 0.4886 loss_bbox_0: 0.3049 loss_giou_0: 0.4854 loss_ce_1: 0.4022 loss_bbox_1: 0.2153 loss_giou_1: 0.3592 loss_ce_2: 0.3355 loss_bbox_2: 0.1952 loss_giou_2: 0.3338 loss_ce_3: 0.2916 loss_bbox_3: 0.188 loss_giou_3: 0.3244 loss_ce_4: 0.2839 loss_bbox_4: 0.1856 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:25] d2.utils.events INFO: eta: 13:49:36 iter: 272619 total_loss: 5.473 loss_ce: 0.2638 loss_bbox: 0.1731 loss_giou: 0.3126 loss_ce_0: 0.4738 loss_bbox_0: 0.3045 loss_giou_0: 0.4691 loss_ce_1: 0.3675 loss_bbox_1: 0.2221 loss_giou_1: 0.3552 loss_ce_2: 0.3141 loss_bbox_2: 0.195 loss_giou_2: 0.3316 loss_ce_3: 0.2803 loss_bbox_3: 0.1805 loss_giou_3: 0.3248 loss_ce_4: 0.2653 loss_bbox_4: 0.1794 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:30] d2.utils.events INFO: eta: 13:48:59 iter: 272639 total_loss: 5.215 loss_ce: 0.2511 loss_bbox: 0.1719 loss_giou: 0.312 loss_ce_0: 0.4647 loss_bbox_0: 0.2946 loss_giou_0: 0.4845 loss_ce_1: 0.3713 loss_bbox_1: 0.2009 loss_giou_1: 0.3589 loss_ce_2: 0.3103 loss_bbox_2: 0.1812 loss_giou_2: 0.3365 loss_ce_3: 0.2724 loss_bbox_3: 0.1735 loss_giou_3: 0.3321 loss_ce_4: 0.2597 loss_bbox_4: 0.1712 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:36] d2.utils.events INFO: eta: 13:48:24 iter: 272659 total_loss: 5.252 loss_ce: 0.2526 loss_bbox: 0.1632 loss_giou: 0.3021 loss_ce_0: 0.482 loss_bbox_0: 0.3009 loss_giou_0: 0.4702 loss_ce_1: 0.369 loss_bbox_1: 0.2 loss_giou_1: 0.3508 loss_ce_2: 0.3105 loss_bbox_2: 0.1842 loss_giou_2: 0.3187 loss_ce_3: 0.2691 loss_bbox_3: 0.1761 loss_giou_3: 0.312 loss_ce_4: 0.248 loss_bbox_4: 0.1683 loss_giou_4: 0.304 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:41] d2.utils.events INFO: eta: 13:48:17 iter: 272679 total_loss: 5.589 loss_ce: 0.2707 loss_bbox: 0.1821 loss_giou: 0.3309 loss_ce_0: 0.4768 loss_bbox_0: 0.3053 loss_giou_0: 0.5233 loss_ce_1: 0.3764 loss_bbox_1: 0.2105 loss_giou_1: 0.3751 loss_ce_2: 0.3188 loss_bbox_2: 0.1951 loss_giou_2: 0.3526 loss_ce_3: 0.2804 loss_bbox_3: 0.1878 loss_giou_3: 0.3389 loss_ce_4: 0.2717 loss_bbox_4: 0.1852 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:47] d2.utils.events INFO: eta: 13:48:09 iter: 272699 total_loss: 5.427 loss_ce: 0.2619 loss_bbox: 0.1847 loss_giou: 0.3097 loss_ce_0: 0.4856 loss_bbox_0: 0.3018 loss_giou_0: 0.4951 loss_ce_1: 0.3808 loss_bbox_1: 0.2129 loss_giou_1: 0.3601 loss_ce_2: 0.3179 loss_bbox_2: 0.1937 loss_giou_2: 0.3355 loss_ce_3: 0.2721 loss_bbox_3: 0.1848 loss_giou_3: 0.3217 loss_ce_4: 0.2679 loss_bbox_4: 0.1847 loss_giou_4: 0.315 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:53] d2.utils.events INFO: eta: 13:48:02 iter: 272719 total_loss: 5.363 loss_ce: 0.2615 loss_bbox: 0.172 loss_giou: 0.3148 loss_ce_0: 0.482 loss_bbox_0: 0.2921 loss_giou_0: 0.5248 loss_ce_1: 0.3584 loss_bbox_1: 0.1997 loss_giou_1: 0.365 loss_ce_2: 0.2966 loss_bbox_2: 0.1836 loss_giou_2: 0.3351 loss_ce_3: 0.2765 loss_bbox_3: 0.1735 loss_giou_3: 0.3286 loss_ce_4: 0.27 loss_bbox_4: 0.1732 loss_giou_4: 0.3194 time: 0.2799 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/03 11:27:58] d2.utils.events INFO: eta: 13:47:48 iter: 272739 total_loss: 5.757 loss_ce: 0.2838 loss_bbox: 0.1845 loss_giou: 0.3427 loss_ce_0: 0.494 loss_bbox_0: 0.3206 loss_giou_0: 0.5286 loss_ce_1: 0.3837 loss_bbox_1: 0.221 loss_giou_1: 0.3909 loss_ce_2: 0.3288 loss_bbox_2: 0.2021 loss_giou_2: 0.3609 loss_ce_3: 0.2931 loss_bbox_3: 0.1948 loss_giou_3: 0.347 loss_ce_4: 0.2831 loss_bbox_4: 0.1881 loss_giou_4: 0.3428 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:04] d2.utils.events INFO: eta: 13:47:32 iter: 272759 total_loss: 5.325 loss_ce: 0.2747 loss_bbox: 0.1652 loss_giou: 0.3119 loss_ce_0: 0.4867 loss_bbox_0: 0.2955 loss_giou_0: 0.4984 loss_ce_1: 0.3631 loss_bbox_1: 0.2047 loss_giou_1: 0.3637 loss_ce_2: 0.3144 loss_bbox_2: 0.1812 loss_giou_2: 0.3332 loss_ce_3: 0.2843 loss_bbox_3: 0.1742 loss_giou_3: 0.3219 loss_ce_4: 0.2702 loss_bbox_4: 0.1688 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:10] d2.utils.events INFO: eta: 13:47:22 iter: 272779 total_loss: 5.459 loss_ce: 0.2604 loss_bbox: 0.1793 loss_giou: 0.3223 loss_ce_0: 0.4851 loss_bbox_0: 0.3063 loss_giou_0: 0.4702 loss_ce_1: 0.3886 loss_bbox_1: 0.2076 loss_giou_1: 0.3493 loss_ce_2: 0.319 loss_bbox_2: 0.1923 loss_giou_2: 0.3314 loss_ce_3: 0.2824 loss_bbox_3: 0.1858 loss_giou_3: 0.323 loss_ce_4: 0.2647 loss_bbox_4: 0.1827 loss_giou_4: 0.3199 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:15] d2.utils.events INFO: eta: 13:47:41 iter: 272799 total_loss: 5.48 loss_ce: 0.2614 loss_bbox: 0.18 loss_giou: 0.323 loss_ce_0: 0.477 loss_bbox_0: 0.3037 loss_giou_0: 0.519 loss_ce_1: 0.3608 loss_bbox_1: 0.2135 loss_giou_1: 0.3756 loss_ce_2: 0.3018 loss_bbox_2: 0.1858 loss_giou_2: 0.3398 loss_ce_3: 0.2816 loss_bbox_3: 0.1819 loss_giou_3: 0.3305 loss_ce_4: 0.2659 loss_bbox_4: 0.1804 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:21] d2.utils.events INFO: eta: 13:47:33 iter: 272819 total_loss: 5.927 loss_ce: 0.2998 loss_bbox: 0.194 loss_giou: 0.3448 loss_ce_0: 0.4952 loss_bbox_0: 0.3224 loss_giou_0: 0.5164 loss_ce_1: 0.4125 loss_bbox_1: 0.2323 loss_giou_1: 0.3879 loss_ce_2: 0.3339 loss_bbox_2: 0.208 loss_giou_2: 0.3672 loss_ce_3: 0.309 loss_bbox_3: 0.2051 loss_giou_3: 0.3604 loss_ce_4: 0.298 loss_bbox_4: 0.1972 loss_giou_4: 0.3513 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:27] d2.utils.events INFO: eta: 13:47:20 iter: 272839 total_loss: 5.51 loss_ce: 0.2664 loss_bbox: 0.1731 loss_giou: 0.3243 loss_ce_0: 0.468 loss_bbox_0: 0.295 loss_giou_0: 0.5052 loss_ce_1: 0.366 loss_bbox_1: 0.2038 loss_giou_1: 0.3714 loss_ce_2: 0.3116 loss_bbox_2: 0.1919 loss_giou_2: 0.3454 loss_ce_3: 0.2845 loss_bbox_3: 0.1837 loss_giou_3: 0.3335 loss_ce_4: 0.2689 loss_bbox_4: 0.1791 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:33] d2.utils.events INFO: eta: 13:47:06 iter: 272859 total_loss: 5.371 loss_ce: 0.2691 loss_bbox: 0.1635 loss_giou: 0.3103 loss_ce_0: 0.4811 loss_bbox_0: 0.2849 loss_giou_0: 0.4917 loss_ce_1: 0.3776 loss_bbox_1: 0.2026 loss_giou_1: 0.3588 loss_ce_2: 0.3247 loss_bbox_2: 0.1743 loss_giou_2: 0.3318 loss_ce_3: 0.2895 loss_bbox_3: 0.1738 loss_giou_3: 0.3219 loss_ce_4: 0.2736 loss_bbox_4: 0.1683 loss_giou_4: 0.3125 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:38] d2.utils.events INFO: eta: 13:47:08 iter: 272879 total_loss: 5.696 loss_ce: 0.2607 loss_bbox: 0.1819 loss_giou: 0.3422 loss_ce_0: 0.4809 loss_bbox_0: 0.3059 loss_giou_0: 0.524 loss_ce_1: 0.3627 loss_bbox_1: 0.2171 loss_giou_1: 0.3898 loss_ce_2: 0.3041 loss_bbox_2: 0.1853 loss_giou_2: 0.3598 loss_ce_3: 0.2669 loss_bbox_3: 0.186 loss_giou_3: 0.3514 loss_ce_4: 0.2634 loss_bbox_4: 0.1773 loss_giou_4: 0.3456 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:44] d2.utils.events INFO: eta: 13:46:50 iter: 272899 total_loss: 5.771 loss_ce: 0.2987 loss_bbox: 0.2045 loss_giou: 0.3214 loss_ce_0: 0.4991 loss_bbox_0: 0.3256 loss_giou_0: 0.4956 loss_ce_1: 0.3925 loss_bbox_1: 0.2397 loss_giou_1: 0.3667 loss_ce_2: 0.3418 loss_bbox_2: 0.2226 loss_giou_2: 0.3378 loss_ce_3: 0.31 loss_bbox_3: 0.2118 loss_giou_3: 0.3324 loss_ce_4: 0.3011 loss_bbox_4: 0.2075 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:50] d2.utils.events INFO: eta: 13:46:48 iter: 272919 total_loss: 5.306 loss_ce: 0.2584 loss_bbox: 0.1695 loss_giou: 0.3015 loss_ce_0: 0.4822 loss_bbox_0: 0.2909 loss_giou_0: 0.4853 loss_ce_1: 0.3755 loss_bbox_1: 0.2095 loss_giou_1: 0.3464 loss_ce_2: 0.3065 loss_bbox_2: 0.1749 loss_giou_2: 0.3169 loss_ce_3: 0.2742 loss_bbox_3: 0.1727 loss_giou_3: 0.3077 loss_ce_4: 0.2603 loss_bbox_4: 0.1722 loss_giou_4: 0.3046 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 11:28:55] d2.utils.events INFO: eta: 13:47:03 iter: 272939 total_loss: 5.458 loss_ce: 0.2468 loss_bbox: 0.1802 loss_giou: 0.3392 loss_ce_0: 0.4648 loss_bbox_0: 0.2981 loss_giou_0: 0.507 loss_ce_1: 0.3593 loss_bbox_1: 0.213 loss_giou_1: 0.3807 loss_ce_2: 0.2998 loss_bbox_2: 0.19 loss_giou_2: 0.3565 loss_ce_3: 0.271 loss_bbox_3: 0.1883 loss_giou_3: 0.3459 loss_ce_4: 0.2479 loss_bbox_4: 0.1839 loss_giou_4: 0.3441 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:01] d2.utils.events INFO: eta: 13:46:58 iter: 272959 total_loss: 5.168 loss_ce: 0.2603 loss_bbox: 0.1713 loss_giou: 0.3046 loss_ce_0: 0.4648 loss_bbox_0: 0.3053 loss_giou_0: 0.4754 loss_ce_1: 0.3562 loss_bbox_1: 0.2062 loss_giou_1: 0.3502 loss_ce_2: 0.3 loss_bbox_2: 0.1892 loss_giou_2: 0.3247 loss_ce_3: 0.2668 loss_bbox_3: 0.182 loss_giou_3: 0.3117 loss_ce_4: 0.2616 loss_bbox_4: 0.1714 loss_giou_4: 0.3036 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:07] d2.utils.events INFO: eta: 13:46:59 iter: 272979 total_loss: 5.568 loss_ce: 0.2659 loss_bbox: 0.1801 loss_giou: 0.3387 loss_ce_0: 0.4797 loss_bbox_0: 0.292 loss_giou_0: 0.5123 loss_ce_1: 0.3853 loss_bbox_1: 0.2128 loss_giou_1: 0.3823 loss_ce_2: 0.3226 loss_bbox_2: 0.1893 loss_giou_2: 0.3504 loss_ce_3: 0.2876 loss_bbox_3: 0.1858 loss_giou_3: 0.349 loss_ce_4: 0.2656 loss_bbox_4: 0.1781 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:12] d2.utils.events INFO: eta: 13:47:07 iter: 272999 total_loss: 5.569 loss_ce: 0.2638 loss_bbox: 0.185 loss_giou: 0.3455 loss_ce_0: 0.4934 loss_bbox_0: 0.2909 loss_giou_0: 0.5198 loss_ce_1: 0.3813 loss_bbox_1: 0.2174 loss_giou_1: 0.3892 loss_ce_2: 0.3093 loss_bbox_2: 0.1978 loss_giou_2: 0.3676 loss_ce_3: 0.276 loss_bbox_3: 0.1899 loss_giou_3: 0.3553 loss_ce_4: 0.2658 loss_bbox_4: 0.1885 loss_giou_4: 0.3455 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:18] d2.utils.events INFO: eta: 13:47:18 iter: 273019 total_loss: 5.329 loss_ce: 0.2609 loss_bbox: 0.1776 loss_giou: 0.313 loss_ce_0: 0.4657 loss_bbox_0: 0.3109 loss_giou_0: 0.5195 loss_ce_1: 0.362 loss_bbox_1: 0.208 loss_giou_1: 0.377 loss_ce_2: 0.3001 loss_bbox_2: 0.1934 loss_giou_2: 0.3358 loss_ce_3: 0.2764 loss_bbox_3: 0.1838 loss_giou_3: 0.3203 loss_ce_4: 0.2667 loss_bbox_4: 0.1803 loss_giou_4: 0.3152 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:24] d2.utils.events INFO: eta: 13:47:06 iter: 273039 total_loss: 5.133 loss_ce: 0.256 loss_bbox: 0.163 loss_giou: 0.2974 loss_ce_0: 0.4932 loss_bbox_0: 0.289 loss_giou_0: 0.4683 loss_ce_1: 0.3484 loss_bbox_1: 0.197 loss_giou_1: 0.3349 loss_ce_2: 0.2972 loss_bbox_2: 0.1748 loss_giou_2: 0.3051 loss_ce_3: 0.2677 loss_bbox_3: 0.1693 loss_giou_3: 0.3004 loss_ce_4: 0.2514 loss_bbox_4: 0.1648 loss_giou_4: 0.2947 time: 0.2799 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:29] d2.utils.events INFO: eta: 13:47:09 iter: 273059 total_loss: 5.394 loss_ce: 0.2678 loss_bbox: 0.1782 loss_giou: 0.3181 loss_ce_0: 0.4918 loss_bbox_0: 0.3119 loss_giou_0: 0.5224 loss_ce_1: 0.387 loss_bbox_1: 0.2126 loss_giou_1: 0.3792 loss_ce_2: 0.3172 loss_bbox_2: 0.1939 loss_giou_2: 0.3463 loss_ce_3: 0.2787 loss_bbox_3: 0.1871 loss_giou_3: 0.3397 loss_ce_4: 0.2639 loss_bbox_4: 0.1794 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:35] d2.utils.events INFO: eta: 13:46:55 iter: 273079 total_loss: 5.358 loss_ce: 0.2609 loss_bbox: 0.1803 loss_giou: 0.3201 loss_ce_0: 0.4567 loss_bbox_0: 0.3077 loss_giou_0: 0.503 loss_ce_1: 0.3506 loss_bbox_1: 0.217 loss_giou_1: 0.381 loss_ce_2: 0.3026 loss_bbox_2: 0.2007 loss_giou_2: 0.3437 loss_ce_3: 0.2694 loss_bbox_3: 0.1919 loss_giou_3: 0.3322 loss_ce_4: 0.2565 loss_bbox_4: 0.1854 loss_giou_4: 0.3247 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:41] d2.utils.events INFO: eta: 13:46:56 iter: 273099 total_loss: 5.506 loss_ce: 0.2617 loss_bbox: 0.1693 loss_giou: 0.3357 loss_ce_0: 0.4823 loss_bbox_0: 0.3106 loss_giou_0: 0.519 loss_ce_1: 0.373 loss_bbox_1: 0.2055 loss_giou_1: 0.3873 loss_ce_2: 0.315 loss_bbox_2: 0.1765 loss_giou_2: 0.3614 loss_ce_3: 0.2632 loss_bbox_3: 0.1776 loss_giou_3: 0.3461 loss_ce_4: 0.2625 loss_bbox_4: 0.1713 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:46] d2.utils.events INFO: eta: 13:47:01 iter: 273119 total_loss: 5.423 loss_ce: 0.2682 loss_bbox: 0.1812 loss_giou: 0.3124 loss_ce_0: 0.4699 loss_bbox_0: 0.2906 loss_giou_0: 0.4871 loss_ce_1: 0.3712 loss_bbox_1: 0.2072 loss_giou_1: 0.3641 loss_ce_2: 0.3085 loss_bbox_2: 0.1931 loss_giou_2: 0.338 loss_ce_3: 0.2794 loss_bbox_3: 0.186 loss_giou_3: 0.3197 loss_ce_4: 0.2609 loss_bbox_4: 0.185 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:52] d2.utils.events INFO: eta: 13:46:44 iter: 273139 total_loss: 5.404 loss_ce: 0.2555 loss_bbox: 0.1698 loss_giou: 0.3268 loss_ce_0: 0.4775 loss_bbox_0: 0.2918 loss_giou_0: 0.5104 loss_ce_1: 0.3668 loss_bbox_1: 0.192 loss_giou_1: 0.3712 loss_ce_2: 0.2954 loss_bbox_2: 0.186 loss_giou_2: 0.3479 loss_ce_3: 0.2673 loss_bbox_3: 0.1757 loss_giou_3: 0.341 loss_ce_4: 0.2534 loss_bbox_4: 0.1727 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 11:29:58] d2.utils.events INFO: eta: 13:47:09 iter: 273159 total_loss: 5.292 loss_ce: 0.2728 loss_bbox: 0.1754 loss_giou: 0.344 loss_ce_0: 0.4887 loss_bbox_0: 0.3037 loss_giou_0: 0.5053 loss_ce_1: 0.3711 loss_bbox_1: 0.2098 loss_giou_1: 0.39 loss_ce_2: 0.3217 loss_bbox_2: 0.1797 loss_giou_2: 0.369 loss_ce_3: 0.2847 loss_bbox_3: 0.173 loss_giou_3: 0.3578 loss_ce_4: 0.2749 loss_bbox_4: 0.1785 loss_giou_4: 0.3481 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:03] d2.utils.events INFO: eta: 13:46:35 iter: 273179 total_loss: 5.603 loss_ce: 0.2904 loss_bbox: 0.1767 loss_giou: 0.3223 loss_ce_0: 0.4967 loss_bbox_0: 0.2935 loss_giou_0: 0.505 loss_ce_1: 0.3834 loss_bbox_1: 0.2002 loss_giou_1: 0.3644 loss_ce_2: 0.3327 loss_bbox_2: 0.1836 loss_giou_2: 0.3331 loss_ce_3: 0.3021 loss_bbox_3: 0.1814 loss_giou_3: 0.3207 loss_ce_4: 0.2934 loss_bbox_4: 0.18 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:09] d2.utils.events INFO: eta: 13:46:27 iter: 273199 total_loss: 5.676 loss_ce: 0.2773 loss_bbox: 0.1728 loss_giou: 0.3282 loss_ce_0: 0.4841 loss_bbox_0: 0.2993 loss_giou_0: 0.5371 loss_ce_1: 0.393 loss_bbox_1: 0.2061 loss_giou_1: 0.3829 loss_ce_2: 0.3198 loss_bbox_2: 0.1871 loss_giou_2: 0.3475 loss_ce_3: 0.2887 loss_bbox_3: 0.1784 loss_giou_3: 0.3432 loss_ce_4: 0.2821 loss_bbox_4: 0.1728 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:15] d2.utils.events INFO: eta: 13:46:53 iter: 273219 total_loss: 5.481 loss_ce: 0.2695 loss_bbox: 0.171 loss_giou: 0.3252 loss_ce_0: 0.4887 loss_bbox_0: 0.2964 loss_giou_0: 0.505 loss_ce_1: 0.3732 loss_bbox_1: 0.2064 loss_giou_1: 0.3664 loss_ce_2: 0.316 loss_bbox_2: 0.187 loss_giou_2: 0.3409 loss_ce_3: 0.2841 loss_bbox_3: 0.1798 loss_giou_3: 0.3291 loss_ce_4: 0.2703 loss_bbox_4: 0.1732 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:21] d2.utils.events INFO: eta: 13:46:47 iter: 273239 total_loss: 5.534 loss_ce: 0.284 loss_bbox: 0.1837 loss_giou: 0.3219 loss_ce_0: 0.4985 loss_bbox_0: 0.3043 loss_giou_0: 0.4913 loss_ce_1: 0.3844 loss_bbox_1: 0.2173 loss_giou_1: 0.3734 loss_ce_2: 0.3166 loss_bbox_2: 0.1966 loss_giou_2: 0.3455 loss_ce_3: 0.2873 loss_bbox_3: 0.1854 loss_giou_3: 0.3259 loss_ce_4: 0.283 loss_bbox_4: 0.1816 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:26] d2.utils.events INFO: eta: 13:46:40 iter: 273259 total_loss: 5.525 loss_ce: 0.2537 loss_bbox: 0.1914 loss_giou: 0.3393 loss_ce_0: 0.4847 loss_bbox_0: 0.305 loss_giou_0: 0.5052 loss_ce_1: 0.3756 loss_bbox_1: 0.2144 loss_giou_1: 0.386 loss_ce_2: 0.2877 loss_bbox_2: 0.1909 loss_giou_2: 0.3567 loss_ce_3: 0.2702 loss_bbox_3: 0.1937 loss_giou_3: 0.3495 loss_ce_4: 0.2592 loss_bbox_4: 0.1904 loss_giou_4: 0.3474 time: 0.2799 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:32] d2.utils.events INFO: eta: 13:46:16 iter: 273279 total_loss: 5.543 loss_ce: 0.2798 loss_bbox: 0.1785 loss_giou: 0.3368 loss_ce_0: 0.4888 loss_bbox_0: 0.3038 loss_giou_0: 0.495 loss_ce_1: 0.3866 loss_bbox_1: 0.2167 loss_giou_1: 0.3882 loss_ce_2: 0.3206 loss_bbox_2: 0.2049 loss_giou_2: 0.3523 loss_ce_3: 0.292 loss_bbox_3: 0.1903 loss_giou_3: 0.3425 loss_ce_4: 0.2817 loss_bbox_4: 0.1837 loss_giou_4: 0.3365 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:38] d2.utils.events INFO: eta: 13:45:53 iter: 273299 total_loss: 5.75 loss_ce: 0.2829 loss_bbox: 0.1793 loss_giou: 0.3309 loss_ce_0: 0.4916 loss_bbox_0: 0.298 loss_giou_0: 0.5035 loss_ce_1: 0.3929 loss_bbox_1: 0.2057 loss_giou_1: 0.3898 loss_ce_2: 0.3222 loss_bbox_2: 0.1901 loss_giou_2: 0.3563 loss_ce_3: 0.3062 loss_bbox_3: 0.1879 loss_giou_3: 0.3423 loss_ce_4: 0.289 loss_bbox_4: 0.1806 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:43] d2.utils.events INFO: eta: 13:45:54 iter: 273319 total_loss: 5.445 loss_ce: 0.2553 loss_bbox: 0.1789 loss_giou: 0.3253 loss_ce_0: 0.477 loss_bbox_0: 0.2993 loss_giou_0: 0.5032 loss_ce_1: 0.3634 loss_bbox_1: 0.2137 loss_giou_1: 0.3719 loss_ce_2: 0.3063 loss_bbox_2: 0.1934 loss_giou_2: 0.3407 loss_ce_3: 0.268 loss_bbox_3: 0.1884 loss_giou_3: 0.332 loss_ce_4: 0.2545 loss_bbox_4: 0.1836 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:49] d2.utils.events INFO: eta: 13:45:48 iter: 273339 total_loss: 5.183 loss_ce: 0.2585 loss_bbox: 0.1568 loss_giou: 0.303 loss_ce_0: 0.4819 loss_bbox_0: 0.2822 loss_giou_0: 0.4816 loss_ce_1: 0.3504 loss_bbox_1: 0.1847 loss_giou_1: 0.35 loss_ce_2: 0.2996 loss_bbox_2: 0.1727 loss_giou_2: 0.3208 loss_ce_3: 0.2777 loss_bbox_3: 0.1595 loss_giou_3: 0.3084 loss_ce_4: 0.2608 loss_bbox_4: 0.1561 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 11:30:55] d2.utils.events INFO: eta: 13:45:37 iter: 273359 total_loss: 5.584 loss_ce: 0.2756 loss_bbox: 0.1947 loss_giou: 0.3366 loss_ce_0: 0.5093 loss_bbox_0: 0.3043 loss_giou_0: 0.4959 loss_ce_1: 0.3988 loss_bbox_1: 0.2254 loss_giou_1: 0.3706 loss_ce_2: 0.3268 loss_bbox_2: 0.2084 loss_giou_2: 0.3421 loss_ce_3: 0.2826 loss_bbox_3: 0.2063 loss_giou_3: 0.3347 loss_ce_4: 0.2707 loss_bbox_4: 0.1997 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:00] d2.utils.events INFO: eta: 13:45:13 iter: 273379 total_loss: 5.652 loss_ce: 0.2934 loss_bbox: 0.1804 loss_giou: 0.3307 loss_ce_0: 0.482 loss_bbox_0: 0.2961 loss_giou_0: 0.5206 loss_ce_1: 0.3953 loss_bbox_1: 0.2074 loss_giou_1: 0.3788 loss_ce_2: 0.3398 loss_bbox_2: 0.1914 loss_giou_2: 0.3608 loss_ce_3: 0.3089 loss_bbox_3: 0.1879 loss_giou_3: 0.3458 loss_ce_4: 0.3001 loss_bbox_4: 0.181 loss_giou_4: 0.338 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:06] d2.utils.events INFO: eta: 13:45:25 iter: 273399 total_loss: 5.45 loss_ce: 0.2677 loss_bbox: 0.1771 loss_giou: 0.3102 loss_ce_0: 0.4902 loss_bbox_0: 0.2989 loss_giou_0: 0.5157 loss_ce_1: 0.3887 loss_bbox_1: 0.2098 loss_giou_1: 0.376 loss_ce_2: 0.3205 loss_bbox_2: 0.1858 loss_giou_2: 0.3366 loss_ce_3: 0.2938 loss_bbox_3: 0.18 loss_giou_3: 0.3235 loss_ce_4: 0.2799 loss_bbox_4: 0.1784 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:12] d2.utils.events INFO: eta: 13:44:23 iter: 273419 total_loss: 5.525 loss_ce: 0.271 loss_bbox: 0.1684 loss_giou: 0.3349 loss_ce_0: 0.4954 loss_bbox_0: 0.2931 loss_giou_0: 0.5313 loss_ce_1: 0.381 loss_bbox_1: 0.2043 loss_giou_1: 0.3831 loss_ce_2: 0.3261 loss_bbox_2: 0.182 loss_giou_2: 0.3569 loss_ce_3: 0.2857 loss_bbox_3: 0.174 loss_giou_3: 0.3466 loss_ce_4: 0.2716 loss_bbox_4: 0.1712 loss_giou_4: 0.3434 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:17] d2.utils.events INFO: eta: 13:44:47 iter: 273439 total_loss: 5.456 loss_ce: 0.275 loss_bbox: 0.1756 loss_giou: 0.3254 loss_ce_0: 0.4898 loss_bbox_0: 0.3013 loss_giou_0: 0.4968 loss_ce_1: 0.394 loss_bbox_1: 0.2086 loss_giou_1: 0.3679 loss_ce_2: 0.3251 loss_bbox_2: 0.1881 loss_giou_2: 0.3486 loss_ce_3: 0.287 loss_bbox_3: 0.1807 loss_giou_3: 0.335 loss_ce_4: 0.2764 loss_bbox_4: 0.1723 loss_giou_4: 0.3318 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:23] d2.utils.events INFO: eta: 13:45:09 iter: 273459 total_loss: 5.506 loss_ce: 0.2783 loss_bbox: 0.1796 loss_giou: 0.3216 loss_ce_0: 0.4758 loss_bbox_0: 0.3003 loss_giou_0: 0.4808 loss_ce_1: 0.3874 loss_bbox_1: 0.2168 loss_giou_1: 0.3625 loss_ce_2: 0.3056 loss_bbox_2: 0.194 loss_giou_2: 0.3385 loss_ce_3: 0.2925 loss_bbox_3: 0.1884 loss_giou_3: 0.3277 loss_ce_4: 0.2825 loss_bbox_4: 0.1791 loss_giou_4: 0.3265 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:29] d2.utils.events INFO: eta: 13:44:32 iter: 273479 total_loss: 5.713 loss_ce: 0.2909 loss_bbox: 0.1756 loss_giou: 0.3201 loss_ce_0: 0.4912 loss_bbox_0: 0.3088 loss_giou_0: 0.4916 loss_ce_1: 0.3896 loss_bbox_1: 0.2116 loss_giou_1: 0.3732 loss_ce_2: 0.3389 loss_bbox_2: 0.1968 loss_giou_2: 0.3409 loss_ce_3: 0.3036 loss_bbox_3: 0.1887 loss_giou_3: 0.3283 loss_ce_4: 0.2924 loss_bbox_4: 0.1778 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:34] d2.utils.events INFO: eta: 13:44:30 iter: 273499 total_loss: 5.57 loss_ce: 0.2788 loss_bbox: 0.2036 loss_giou: 0.3128 loss_ce_0: 0.4987 loss_bbox_0: 0.32 loss_giou_0: 0.4887 loss_ce_1: 0.3757 loss_bbox_1: 0.2242 loss_giou_1: 0.3529 loss_ce_2: 0.3093 loss_bbox_2: 0.205 loss_giou_2: 0.331 loss_ce_3: 0.2881 loss_bbox_3: 0.2071 loss_giou_3: 0.3198 loss_ce_4: 0.2823 loss_bbox_4: 0.198 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:40] d2.utils.events INFO: eta: 13:44:08 iter: 273519 total_loss: 5.523 loss_ce: 0.2654 loss_bbox: 0.1815 loss_giou: 0.331 loss_ce_0: 0.4783 loss_bbox_0: 0.3186 loss_giou_0: 0.5124 loss_ce_1: 0.3662 loss_bbox_1: 0.2104 loss_giou_1: 0.3813 loss_ce_2: 0.3097 loss_bbox_2: 0.1918 loss_giou_2: 0.3591 loss_ce_3: 0.2723 loss_bbox_3: 0.187 loss_giou_3: 0.3455 loss_ce_4: 0.2641 loss_bbox_4: 0.1845 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:46] d2.utils.events INFO: eta: 13:43:43 iter: 273539 total_loss: 5.409 loss_ce: 0.2568 loss_bbox: 0.183 loss_giou: 0.3183 loss_ce_0: 0.4649 loss_bbox_0: 0.3017 loss_giou_0: 0.4839 loss_ce_1: 0.3573 loss_bbox_1: 0.2212 loss_giou_1: 0.365 loss_ce_2: 0.3035 loss_bbox_2: 0.199 loss_giou_2: 0.334 loss_ce_3: 0.2687 loss_bbox_3: 0.1884 loss_giou_3: 0.3287 loss_ce_4: 0.2577 loss_bbox_4: 0.1835 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:52] d2.utils.events INFO: eta: 13:43:36 iter: 273559 total_loss: 5.513 loss_ce: 0.283 loss_bbox: 0.175 loss_giou: 0.3278 loss_ce_0: 0.5053 loss_bbox_0: 0.3072 loss_giou_0: 0.523 loss_ce_1: 0.3883 loss_bbox_1: 0.2047 loss_giou_1: 0.3694 loss_ce_2: 0.3173 loss_bbox_2: 0.1847 loss_giou_2: 0.3377 loss_ce_3: 0.3035 loss_bbox_3: 0.1758 loss_giou_3: 0.3306 loss_ce_4: 0.2919 loss_bbox_4: 0.1806 loss_giou_4: 0.3303 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 11:31:57] d2.utils.events INFO: eta: 13:43:30 iter: 273579 total_loss: 5.359 loss_ce: 0.2516 loss_bbox: 0.1711 loss_giou: 0.3311 loss_ce_0: 0.4782 loss_bbox_0: 0.2896 loss_giou_0: 0.5079 loss_ce_1: 0.3608 loss_bbox_1: 0.1985 loss_giou_1: 0.3864 loss_ce_2: 0.2966 loss_bbox_2: 0.1819 loss_giou_2: 0.3545 loss_ce_3: 0.2568 loss_bbox_3: 0.171 loss_giou_3: 0.3409 loss_ce_4: 0.2545 loss_bbox_4: 0.1712 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:03] d2.utils.events INFO: eta: 13:43:26 iter: 273599 total_loss: 5.222 loss_ce: 0.247 loss_bbox: 0.1656 loss_giou: 0.3081 loss_ce_0: 0.4682 loss_bbox_0: 0.2957 loss_giou_0: 0.5124 loss_ce_1: 0.3635 loss_bbox_1: 0.2041 loss_giou_1: 0.3688 loss_ce_2: 0.2883 loss_bbox_2: 0.1767 loss_giou_2: 0.331 loss_ce_3: 0.2534 loss_bbox_3: 0.1723 loss_giou_3: 0.3232 loss_ce_4: 0.2453 loss_bbox_4: 0.165 loss_giou_4: 0.3163 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:09] d2.utils.events INFO: eta: 13:43:19 iter: 273619 total_loss: 5.393 loss_ce: 0.2561 loss_bbox: 0.1839 loss_giou: 0.3105 loss_ce_0: 0.4715 loss_bbox_0: 0.2988 loss_giou_0: 0.4767 loss_ce_1: 0.3694 loss_bbox_1: 0.2096 loss_giou_1: 0.3628 loss_ce_2: 0.2967 loss_bbox_2: 0.1934 loss_giou_2: 0.3313 loss_ce_3: 0.2711 loss_bbox_3: 0.1886 loss_giou_3: 0.3172 loss_ce_4: 0.2573 loss_bbox_4: 0.1877 loss_giou_4: 0.3167 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:14] d2.utils.events INFO: eta: 13:43:21 iter: 273639 total_loss: 5.54 loss_ce: 0.2707 loss_bbox: 0.1792 loss_giou: 0.3244 loss_ce_0: 0.4657 loss_bbox_0: 0.3037 loss_giou_0: 0.5024 loss_ce_1: 0.3712 loss_bbox_1: 0.2113 loss_giou_1: 0.3708 loss_ce_2: 0.3077 loss_bbox_2: 0.1906 loss_giou_2: 0.3431 loss_ce_3: 0.2882 loss_bbox_3: 0.183 loss_giou_3: 0.337 loss_ce_4: 0.2795 loss_bbox_4: 0.1798 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:20] d2.utils.events INFO: eta: 13:43:53 iter: 273659 total_loss: 5.666 loss_ce: 0.2944 loss_bbox: 0.1822 loss_giou: 0.3434 loss_ce_0: 0.5041 loss_bbox_0: 0.3126 loss_giou_0: 0.5326 loss_ce_1: 0.4175 loss_bbox_1: 0.2191 loss_giou_1: 0.3817 loss_ce_2: 0.3363 loss_bbox_2: 0.1962 loss_giou_2: 0.3552 loss_ce_3: 0.3057 loss_bbox_3: 0.1901 loss_giou_3: 0.3473 loss_ce_4: 0.3019 loss_bbox_4: 0.1859 loss_giou_4: 0.3465 time: 0.2799 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:26] d2.utils.events INFO: eta: 13:44:15 iter: 273679 total_loss: 5.254 loss_ce: 0.2529 loss_bbox: 0.1749 loss_giou: 0.3214 loss_ce_0: 0.4713 loss_bbox_0: 0.2973 loss_giou_0: 0.4943 loss_ce_1: 0.3588 loss_bbox_1: 0.2117 loss_giou_1: 0.3641 loss_ce_2: 0.3039 loss_bbox_2: 0.191 loss_giou_2: 0.3443 loss_ce_3: 0.2689 loss_bbox_3: 0.1808 loss_giou_3: 0.3345 loss_ce_4: 0.256 loss_bbox_4: 0.1799 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:31] d2.utils.events INFO: eta: 13:44:37 iter: 273699 total_loss: 5.187 loss_ce: 0.261 loss_bbox: 0.162 loss_giou: 0.3069 loss_ce_0: 0.4667 loss_bbox_0: 0.285 loss_giou_0: 0.5016 loss_ce_1: 0.3723 loss_bbox_1: 0.1967 loss_giou_1: 0.3651 loss_ce_2: 0.3123 loss_bbox_2: 0.1766 loss_giou_2: 0.3308 loss_ce_3: 0.2796 loss_bbox_3: 0.1711 loss_giou_3: 0.3197 loss_ce_4: 0.2607 loss_bbox_4: 0.1667 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:37] d2.utils.events INFO: eta: 13:44:37 iter: 273719 total_loss: 5.28 loss_ce: 0.262 loss_bbox: 0.1618 loss_giou: 0.3398 loss_ce_0: 0.4721 loss_bbox_0: 0.2859 loss_giou_0: 0.5208 loss_ce_1: 0.3614 loss_bbox_1: 0.1896 loss_giou_1: 0.3882 loss_ce_2: 0.3168 loss_bbox_2: 0.1751 loss_giou_2: 0.3554 loss_ce_3: 0.2758 loss_bbox_3: 0.1713 loss_giou_3: 0.3417 loss_ce_4: 0.2635 loss_bbox_4: 0.1656 loss_giou_4: 0.3378 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:43] d2.utils.events INFO: eta: 13:44:36 iter: 273739 total_loss: 5.346 loss_ce: 0.2539 loss_bbox: 0.1708 loss_giou: 0.3092 loss_ce_0: 0.45 loss_bbox_0: 0.2939 loss_giou_0: 0.5019 loss_ce_1: 0.3421 loss_bbox_1: 0.2004 loss_giou_1: 0.3603 loss_ce_2: 0.2911 loss_bbox_2: 0.1876 loss_giou_2: 0.3335 loss_ce_3: 0.2545 loss_bbox_3: 0.1772 loss_giou_3: 0.3214 loss_ce_4: 0.2466 loss_bbox_4: 0.1724 loss_giou_4: 0.3145 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:48] d2.utils.events INFO: eta: 13:44:54 iter: 273759 total_loss: 5.557 loss_ce: 0.2726 loss_bbox: 0.1711 loss_giou: 0.3419 loss_ce_0: 0.4835 loss_bbox_0: 0.2893 loss_giou_0: 0.5437 loss_ce_1: 0.3706 loss_bbox_1: 0.2045 loss_giou_1: 0.3928 loss_ce_2: 0.3072 loss_bbox_2: 0.1873 loss_giou_2: 0.3578 loss_ce_3: 0.2838 loss_bbox_3: 0.1823 loss_giou_3: 0.3473 loss_ce_4: 0.2733 loss_bbox_4: 0.1753 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 11:32:54] d2.utils.events INFO: eta: 13:44:38 iter: 273779 total_loss: 5.234 loss_ce: 0.2742 loss_bbox: 0.1783 loss_giou: 0.3049 loss_ce_0: 0.4933 loss_bbox_0: 0.3013 loss_giou_0: 0.4719 loss_ce_1: 0.3833 loss_bbox_1: 0.2144 loss_giou_1: 0.3572 loss_ce_2: 0.317 loss_bbox_2: 0.1922 loss_giou_2: 0.3379 loss_ce_3: 0.2883 loss_bbox_3: 0.184 loss_giou_3: 0.3165 loss_ce_4: 0.2675 loss_bbox_4: 0.1844 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:00] d2.utils.events INFO: eta: 13:44:09 iter: 273799 total_loss: 5.348 loss_ce: 0.2476 loss_bbox: 0.1834 loss_giou: 0.3336 loss_ce_0: 0.4584 loss_bbox_0: 0.3076 loss_giou_0: 0.4967 loss_ce_1: 0.3617 loss_bbox_1: 0.211 loss_giou_1: 0.3703 loss_ce_2: 0.2968 loss_bbox_2: 0.1935 loss_giou_2: 0.3495 loss_ce_3: 0.2603 loss_bbox_3: 0.1889 loss_giou_3: 0.338 loss_ce_4: 0.2453 loss_bbox_4: 0.1836 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:05] d2.utils.events INFO: eta: 13:43:51 iter: 273819 total_loss: 5.459 loss_ce: 0.2651 loss_bbox: 0.1758 loss_giou: 0.3212 loss_ce_0: 0.4666 loss_bbox_0: 0.3173 loss_giou_0: 0.5 loss_ce_1: 0.3613 loss_bbox_1: 0.2251 loss_giou_1: 0.368 loss_ce_2: 0.3087 loss_bbox_2: 0.1925 loss_giou_2: 0.3359 loss_ce_3: 0.2868 loss_bbox_3: 0.183 loss_giou_3: 0.3353 loss_ce_4: 0.2695 loss_bbox_4: 0.1773 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:11] d2.utils.events INFO: eta: 13:43:22 iter: 273839 total_loss: 5.285 loss_ce: 0.2633 loss_bbox: 0.1629 loss_giou: 0.3049 loss_ce_0: 0.4771 loss_bbox_0: 0.3126 loss_giou_0: 0.4887 loss_ce_1: 0.3718 loss_bbox_1: 0.2133 loss_giou_1: 0.3554 loss_ce_2: 0.3136 loss_bbox_2: 0.1807 loss_giou_2: 0.327 loss_ce_3: 0.2763 loss_bbox_3: 0.1695 loss_giou_3: 0.3117 loss_ce_4: 0.266 loss_bbox_4: 0.1658 loss_giou_4: 0.3072 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:17] d2.utils.events INFO: eta: 13:43:16 iter: 273859 total_loss: 5.376 loss_ce: 0.2863 loss_bbox: 0.1615 loss_giou: 0.3132 loss_ce_0: 0.4875 loss_bbox_0: 0.2859 loss_giou_0: 0.4911 loss_ce_1: 0.3927 loss_bbox_1: 0.1993 loss_giou_1: 0.3615 loss_ce_2: 0.3383 loss_bbox_2: 0.1766 loss_giou_2: 0.3281 loss_ce_3: 0.3003 loss_bbox_3: 0.1671 loss_giou_3: 0.3192 loss_ce_4: 0.2922 loss_bbox_4: 0.1672 loss_giou_4: 0.3158 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:22] d2.utils.events INFO: eta: 13:43:35 iter: 273879 total_loss: 5.726 loss_ce: 0.2661 loss_bbox: 0.1736 loss_giou: 0.3347 loss_ce_0: 0.4961 loss_bbox_0: 0.3018 loss_giou_0: 0.5408 loss_ce_1: 0.3805 loss_bbox_1: 0.2087 loss_giou_1: 0.3835 loss_ce_2: 0.3303 loss_bbox_2: 0.1864 loss_giou_2: 0.3528 loss_ce_3: 0.2946 loss_bbox_3: 0.1766 loss_giou_3: 0.342 loss_ce_4: 0.2698 loss_bbox_4: 0.1748 loss_giou_4: 0.3387 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:28] d2.utils.events INFO: eta: 13:43:32 iter: 273899 total_loss: 5.675 loss_ce: 0.2759 loss_bbox: 0.1789 loss_giou: 0.3294 loss_ce_0: 0.4803 loss_bbox_0: 0.3047 loss_giou_0: 0.5162 loss_ce_1: 0.3759 loss_bbox_1: 0.2189 loss_giou_1: 0.3807 loss_ce_2: 0.3131 loss_bbox_2: 0.1977 loss_giou_2: 0.3454 loss_ce_3: 0.292 loss_bbox_3: 0.1843 loss_giou_3: 0.3315 loss_ce_4: 0.2747 loss_bbox_4: 0.1859 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:34] d2.utils.events INFO: eta: 13:43:06 iter: 273919 total_loss: 5.36 loss_ce: 0.2637 loss_bbox: 0.1739 loss_giou: 0.3137 loss_ce_0: 0.4629 loss_bbox_0: 0.2952 loss_giou_0: 0.5038 loss_ce_1: 0.3584 loss_bbox_1: 0.2053 loss_giou_1: 0.3662 loss_ce_2: 0.3034 loss_bbox_2: 0.1885 loss_giou_2: 0.3399 loss_ce_3: 0.2723 loss_bbox_3: 0.1786 loss_giou_3: 0.3309 loss_ce_4: 0.2687 loss_bbox_4: 0.1753 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:39] d2.utils.events INFO: eta: 13:42:37 iter: 273939 total_loss: 5.151 loss_ce: 0.2538 loss_bbox: 0.1826 loss_giou: 0.3118 loss_ce_0: 0.4874 loss_bbox_0: 0.3105 loss_giou_0: 0.502 loss_ce_1: 0.3588 loss_bbox_1: 0.2128 loss_giou_1: 0.3617 loss_ce_2: 0.3067 loss_bbox_2: 0.1959 loss_giou_2: 0.3282 loss_ce_3: 0.265 loss_bbox_3: 0.1908 loss_giou_3: 0.3225 loss_ce_4: 0.2556 loss_bbox_4: 0.1872 loss_giou_4: 0.3159 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:45] d2.utils.events INFO: eta: 13:42:19 iter: 273959 total_loss: 5.387 loss_ce: 0.2738 loss_bbox: 0.1745 loss_giou: 0.315 loss_ce_0: 0.4812 loss_bbox_0: 0.3058 loss_giou_0: 0.4893 loss_ce_1: 0.3907 loss_bbox_1: 0.2129 loss_giou_1: 0.3684 loss_ce_2: 0.3149 loss_bbox_2: 0.189 loss_giou_2: 0.3372 loss_ce_3: 0.286 loss_bbox_3: 0.1838 loss_giou_3: 0.329 loss_ce_4: 0.2787 loss_bbox_4: 0.1773 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:51] d2.utils.events INFO: eta: 13:41:52 iter: 273979 total_loss: 5.486 loss_ce: 0.2862 loss_bbox: 0.1777 loss_giou: 0.3127 loss_ce_0: 0.4916 loss_bbox_0: 0.3007 loss_giou_0: 0.4908 loss_ce_1: 0.3847 loss_bbox_1: 0.2085 loss_giou_1: 0.3684 loss_ce_2: 0.3165 loss_bbox_2: 0.188 loss_giou_2: 0.3327 loss_ce_3: 0.2929 loss_bbox_3: 0.1846 loss_giou_3: 0.3253 loss_ce_4: 0.281 loss_bbox_4: 0.18 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 11:33:56] d2.utils.events INFO: eta: 13:41:45 iter: 273999 total_loss: 5.282 loss_ce: 0.2585 loss_bbox: 0.161 loss_giou: 0.3124 loss_ce_0: 0.4777 loss_bbox_0: 0.2901 loss_giou_0: 0.4847 loss_ce_1: 0.3744 loss_bbox_1: 0.1965 loss_giou_1: 0.3503 loss_ce_2: 0.2905 loss_bbox_2: 0.1738 loss_giou_2: 0.331 loss_ce_3: 0.2599 loss_bbox_3: 0.1672 loss_giou_3: 0.3183 loss_ce_4: 0.2548 loss_bbox_4: 0.1673 loss_giou_4: 0.312 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:02] d2.utils.events INFO: eta: 13:41:42 iter: 274019 total_loss: 5.518 loss_ce: 0.276 loss_bbox: 0.1865 loss_giou: 0.321 loss_ce_0: 0.477 loss_bbox_0: 0.3062 loss_giou_0: 0.5002 loss_ce_1: 0.3916 loss_bbox_1: 0.221 loss_giou_1: 0.3677 loss_ce_2: 0.3122 loss_bbox_2: 0.1984 loss_giou_2: 0.3374 loss_ce_3: 0.2846 loss_bbox_3: 0.1939 loss_giou_3: 0.3257 loss_ce_4: 0.272 loss_bbox_4: 0.1891 loss_giou_4: 0.3212 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:08] d2.utils.events INFO: eta: 13:41:54 iter: 274039 total_loss: 5.502 loss_ce: 0.2572 loss_bbox: 0.1707 loss_giou: 0.3234 loss_ce_0: 0.4771 loss_bbox_0: 0.3022 loss_giou_0: 0.4946 loss_ce_1: 0.3767 loss_bbox_1: 0.199 loss_giou_1: 0.3701 loss_ce_2: 0.3057 loss_bbox_2: 0.1807 loss_giou_2: 0.3479 loss_ce_3: 0.2823 loss_bbox_3: 0.1722 loss_giou_3: 0.3323 loss_ce_4: 0.2547 loss_bbox_4: 0.1727 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:13] d2.utils.events INFO: eta: 13:42:11 iter: 274059 total_loss: 5.604 loss_ce: 0.2715 loss_bbox: 0.1799 loss_giou: 0.3349 loss_ce_0: 0.4819 loss_bbox_0: 0.2924 loss_giou_0: 0.5034 loss_ce_1: 0.3963 loss_bbox_1: 0.2087 loss_giou_1: 0.3736 loss_ce_2: 0.3257 loss_bbox_2: 0.1855 loss_giou_2: 0.3516 loss_ce_3: 0.2912 loss_bbox_3: 0.1773 loss_giou_3: 0.3465 loss_ce_4: 0.2754 loss_bbox_4: 0.1772 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:19] d2.utils.events INFO: eta: 13:42:39 iter: 274079 total_loss: 5.206 loss_ce: 0.2679 loss_bbox: 0.1645 loss_giou: 0.31 loss_ce_0: 0.4915 loss_bbox_0: 0.2946 loss_giou_0: 0.4949 loss_ce_1: 0.3744 loss_bbox_1: 0.2035 loss_giou_1: 0.3627 loss_ce_2: 0.3083 loss_bbox_2: 0.187 loss_giou_2: 0.3314 loss_ce_3: 0.2815 loss_bbox_3: 0.179 loss_giou_3: 0.3209 loss_ce_4: 0.2676 loss_bbox_4: 0.1741 loss_giou_4: 0.3169 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:25] d2.utils.events INFO: eta: 13:42:32 iter: 274099 total_loss: 5.558 loss_ce: 0.2943 loss_bbox: 0.1738 loss_giou: 0.3401 loss_ce_0: 0.5048 loss_bbox_0: 0.3008 loss_giou_0: 0.5313 loss_ce_1: 0.3988 loss_bbox_1: 0.2127 loss_giou_1: 0.3898 loss_ce_2: 0.3341 loss_bbox_2: 0.1964 loss_giou_2: 0.3658 loss_ce_3: 0.2992 loss_bbox_3: 0.186 loss_giou_3: 0.3461 loss_ce_4: 0.2987 loss_bbox_4: 0.1802 loss_giou_4: 0.3445 time: 0.2799 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:30] d2.utils.events INFO: eta: 13:41:31 iter: 274119 total_loss: 5.385 loss_ce: 0.2614 loss_bbox: 0.182 loss_giou: 0.329 loss_ce_0: 0.4838 loss_bbox_0: 0.3104 loss_giou_0: 0.4948 loss_ce_1: 0.3826 loss_bbox_1: 0.2022 loss_giou_1: 0.376 loss_ce_2: 0.3086 loss_bbox_2: 0.1906 loss_giou_2: 0.353 loss_ce_3: 0.2779 loss_bbox_3: 0.188 loss_giou_3: 0.3399 loss_ce_4: 0.2645 loss_bbox_4: 0.1836 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:36] d2.utils.events INFO: eta: 13:41:26 iter: 274139 total_loss: 5.437 loss_ce: 0.2786 loss_bbox: 0.1783 loss_giou: 0.3088 loss_ce_0: 0.5068 loss_bbox_0: 0.3026 loss_giou_0: 0.504 loss_ce_1: 0.4035 loss_bbox_1: 0.212 loss_giou_1: 0.3618 loss_ce_2: 0.3319 loss_bbox_2: 0.1929 loss_giou_2: 0.3322 loss_ce_3: 0.2895 loss_bbox_3: 0.185 loss_giou_3: 0.3205 loss_ce_4: 0.2781 loss_bbox_4: 0.1824 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:42] d2.utils.events INFO: eta: 13:41:23 iter: 274159 total_loss: 5.583 loss_ce: 0.2786 loss_bbox: 0.1809 loss_giou: 0.3362 loss_ce_0: 0.491 loss_bbox_0: 0.3007 loss_giou_0: 0.5364 loss_ce_1: 0.387 loss_bbox_1: 0.2061 loss_giou_1: 0.3836 loss_ce_2: 0.3266 loss_bbox_2: 0.1918 loss_giou_2: 0.3532 loss_ce_3: 0.2912 loss_bbox_3: 0.1909 loss_giou_3: 0.3489 loss_ce_4: 0.276 loss_bbox_4: 0.1871 loss_giou_4: 0.3394 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:47] d2.utils.events INFO: eta: 13:41:48 iter: 274179 total_loss: 5.303 loss_ce: 0.2524 loss_bbox: 0.1759 loss_giou: 0.3076 loss_ce_0: 0.4769 loss_bbox_0: 0.3009 loss_giou_0: 0.4719 loss_ce_1: 0.3739 loss_bbox_1: 0.207 loss_giou_1: 0.349 loss_ce_2: 0.302 loss_bbox_2: 0.1909 loss_giou_2: 0.3235 loss_ce_3: 0.269 loss_bbox_3: 0.1787 loss_giou_3: 0.3142 loss_ce_4: 0.2517 loss_bbox_4: 0.178 loss_giou_4: 0.3084 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:53] d2.utils.events INFO: eta: 13:42:04 iter: 274199 total_loss: 5.261 loss_ce: 0.2565 loss_bbox: 0.1753 loss_giou: 0.332 loss_ce_0: 0.49 loss_bbox_0: 0.3021 loss_giou_0: 0.5068 loss_ce_1: 0.3753 loss_bbox_1: 0.2076 loss_giou_1: 0.3861 loss_ce_2: 0.301 loss_bbox_2: 0.1904 loss_giou_2: 0.3515 loss_ce_3: 0.27 loss_bbox_3: 0.1848 loss_giou_3: 0.3401 loss_ce_4: 0.2646 loss_bbox_4: 0.1796 loss_giou_4: 0.3352 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 11:34:59] d2.utils.events INFO: eta: 13:41:10 iter: 274219 total_loss: 5.472 loss_ce: 0.262 loss_bbox: 0.1755 loss_giou: 0.318 loss_ce_0: 0.4907 loss_bbox_0: 0.3005 loss_giou_0: 0.5286 loss_ce_1: 0.3735 loss_bbox_1: 0.2116 loss_giou_1: 0.3835 loss_ce_2: 0.305 loss_bbox_2: 0.1898 loss_giou_2: 0.3418 loss_ce_3: 0.2763 loss_bbox_3: 0.1775 loss_giou_3: 0.3276 loss_ce_4: 0.2648 loss_bbox_4: 0.1747 loss_giou_4: 0.3197 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:04] d2.utils.events INFO: eta: 13:40:58 iter: 274239 total_loss: 5.574 loss_ce: 0.2697 loss_bbox: 0.1632 loss_giou: 0.3275 loss_ce_0: 0.4769 loss_bbox_0: 0.2996 loss_giou_0: 0.5175 loss_ce_1: 0.3778 loss_bbox_1: 0.2014 loss_giou_1: 0.382 loss_ce_2: 0.3171 loss_bbox_2: 0.1739 loss_giou_2: 0.3516 loss_ce_3: 0.2889 loss_bbox_3: 0.1722 loss_giou_3: 0.3433 loss_ce_4: 0.2689 loss_bbox_4: 0.1638 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:10] d2.utils.events INFO: eta: 13:41:36 iter: 274259 total_loss: 5.438 loss_ce: 0.2921 loss_bbox: 0.1741 loss_giou: 0.3208 loss_ce_0: 0.4877 loss_bbox_0: 0.2894 loss_giou_0: 0.5256 loss_ce_1: 0.3871 loss_bbox_1: 0.1987 loss_giou_1: 0.3699 loss_ce_2: 0.3333 loss_bbox_2: 0.1833 loss_giou_2: 0.329 loss_ce_3: 0.2979 loss_bbox_3: 0.183 loss_giou_3: 0.3212 loss_ce_4: 0.2922 loss_bbox_4: 0.1799 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:16] d2.utils.events INFO: eta: 13:41:41 iter: 274279 total_loss: 5.491 loss_ce: 0.2824 loss_bbox: 0.1773 loss_giou: 0.3035 loss_ce_0: 0.4889 loss_bbox_0: 0.2921 loss_giou_0: 0.4646 loss_ce_1: 0.378 loss_bbox_1: 0.1966 loss_giou_1: 0.3456 loss_ce_2: 0.3349 loss_bbox_2: 0.1827 loss_giou_2: 0.318 loss_ce_3: 0.3027 loss_bbox_3: 0.1745 loss_giou_3: 0.3128 loss_ce_4: 0.2837 loss_bbox_4: 0.1734 loss_giou_4: 0.3116 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:22] d2.utils.events INFO: eta: 13:41:44 iter: 274299 total_loss: 5.33 loss_ce: 0.2484 loss_bbox: 0.1707 loss_giou: 0.3338 loss_ce_0: 0.4811 loss_bbox_0: 0.3 loss_giou_0: 0.4922 loss_ce_1: 0.3653 loss_bbox_1: 0.1997 loss_giou_1: 0.3757 loss_ce_2: 0.2896 loss_bbox_2: 0.1856 loss_giou_2: 0.3471 loss_ce_3: 0.2576 loss_bbox_3: 0.1776 loss_giou_3: 0.3388 loss_ce_4: 0.2511 loss_bbox_4: 0.1727 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:27] d2.utils.events INFO: eta: 13:41:25 iter: 274319 total_loss: 5.451 loss_ce: 0.2575 loss_bbox: 0.1611 loss_giou: 0.3323 loss_ce_0: 0.4902 loss_bbox_0: 0.2926 loss_giou_0: 0.5104 loss_ce_1: 0.3733 loss_bbox_1: 0.1922 loss_giou_1: 0.3789 loss_ce_2: 0.3087 loss_bbox_2: 0.1764 loss_giou_2: 0.3494 loss_ce_3: 0.2738 loss_bbox_3: 0.1693 loss_giou_3: 0.3386 loss_ce_4: 0.2594 loss_bbox_4: 0.1639 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:33] d2.utils.events INFO: eta: 13:41:19 iter: 274339 total_loss: 5.53 loss_ce: 0.2721 loss_bbox: 0.1948 loss_giou: 0.3252 loss_ce_0: 0.4905 loss_bbox_0: 0.3225 loss_giou_0: 0.5122 loss_ce_1: 0.3904 loss_bbox_1: 0.2215 loss_giou_1: 0.383 loss_ce_2: 0.3141 loss_bbox_2: 0.199 loss_giou_2: 0.3408 loss_ce_3: 0.2828 loss_bbox_3: 0.1961 loss_giou_3: 0.3345 loss_ce_4: 0.2757 loss_bbox_4: 0.1994 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:39] d2.utils.events INFO: eta: 13:41:14 iter: 274359 total_loss: 5.235 loss_ce: 0.2478 loss_bbox: 0.1624 loss_giou: 0.3241 loss_ce_0: 0.4728 loss_bbox_0: 0.2926 loss_giou_0: 0.5005 loss_ce_1: 0.3828 loss_bbox_1: 0.1882 loss_giou_1: 0.377 loss_ce_2: 0.3021 loss_bbox_2: 0.1706 loss_giou_2: 0.3413 loss_ce_3: 0.2602 loss_bbox_3: 0.1683 loss_giou_3: 0.3311 loss_ce_4: 0.2553 loss_bbox_4: 0.1651 loss_giou_4: 0.3262 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:44] d2.utils.events INFO: eta: 13:41:26 iter: 274379 total_loss: 5.633 loss_ce: 0.2709 loss_bbox: 0.1923 loss_giou: 0.3269 loss_ce_0: 0.479 loss_bbox_0: 0.3138 loss_giou_0: 0.4893 loss_ce_1: 0.3796 loss_bbox_1: 0.2127 loss_giou_1: 0.3757 loss_ce_2: 0.3172 loss_bbox_2: 0.1962 loss_giou_2: 0.3403 loss_ce_3: 0.2937 loss_bbox_3: 0.1928 loss_giou_3: 0.331 loss_ce_4: 0.2746 loss_bbox_4: 0.1893 loss_giou_4: 0.3291 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:50] d2.utils.events INFO: eta: 13:41:19 iter: 274399 total_loss: 5.908 loss_ce: 0.2918 loss_bbox: 0.1981 loss_giou: 0.3497 loss_ce_0: 0.5153 loss_bbox_0: 0.3297 loss_giou_0: 0.5092 loss_ce_1: 0.4012 loss_bbox_1: 0.2263 loss_giou_1: 0.3882 loss_ce_2: 0.3399 loss_bbox_2: 0.2068 loss_giou_2: 0.3687 loss_ce_3: 0.3085 loss_bbox_3: 0.1994 loss_giou_3: 0.3612 loss_ce_4: 0.2984 loss_bbox_4: 0.1985 loss_giou_4: 0.3593 time: 0.2799 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 11:35:56] d2.utils.events INFO: eta: 13:41:19 iter: 274419 total_loss: 5.262 loss_ce: 0.2607 loss_bbox: 0.1727 loss_giou: 0.3223 loss_ce_0: 0.4746 loss_bbox_0: 0.3001 loss_giou_0: 0.4769 loss_ce_1: 0.368 loss_bbox_1: 0.2067 loss_giou_1: 0.3688 loss_ce_2: 0.2966 loss_bbox_2: 0.1876 loss_giou_2: 0.3412 loss_ce_3: 0.2805 loss_bbox_3: 0.1806 loss_giou_3: 0.3318 loss_ce_4: 0.2617 loss_bbox_4: 0.1728 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:36:01] d2.utils.events INFO: eta: 13:41:16 iter: 274439 total_loss: 5.524 loss_ce: 0.2789 loss_bbox: 0.1712 loss_giou: 0.3251 loss_ce_0: 0.5007 loss_bbox_0: 0.3034 loss_giou_0: 0.5165 loss_ce_1: 0.3732 loss_bbox_1: 0.2142 loss_giou_1: 0.3798 loss_ce_2: 0.3246 loss_bbox_2: 0.1951 loss_giou_2: 0.3426 loss_ce_3: 0.2929 loss_bbox_3: 0.1824 loss_giou_3: 0.3336 loss_ce_4: 0.2809 loss_bbox_4: 0.1729 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 11:36:07] d2.utils.events INFO: eta: 13:41:13 iter: 274459 total_loss: 5.215 loss_ce: 0.2471 loss_bbox: 0.1678 loss_giou: 0.3127 loss_ce_0: 0.4741 loss_bbox_0: 0.2907 loss_giou_0: 0.4717 loss_ce_1: 0.3621 loss_bbox_1: 0.1945 loss_giou_1: 0.3524 loss_ce_2: 0.2887 loss_bbox_2: 0.1839 loss_giou_2: 0.326 loss_ce_3: 0.2604 loss_bbox_3: 0.1732 loss_giou_3: 0.3183 loss_ce_4: 0.2504 loss_bbox_4: 0.1707 loss_giou_4: 0.3124 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 11:36:13] d2.utils.events INFO: eta: 13:41:37 iter: 274479 total_loss: 5.661 loss_ce: 0.2707 loss_bbox: 0.1878 loss_giou: 0.3326 loss_ce_0: 0.49 loss_bbox_0: 0.3012 loss_giou_0: 0.5105 loss_ce_1: 0.393 loss_bbox_1: 0.2233 loss_giou_1: 0.3794 loss_ce_2: 0.3211 loss_bbox_2: 0.2039 loss_giou_2: 0.3582 loss_ce_3: 0.2931 loss_bbox_3: 0.1942 loss_giou_3: 0.3468 loss_ce_4: 0.2778 loss_bbox_4: 0.1894 loss_giou_4: 0.3366 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 11:36:18] d2.utils.events INFO: eta: 13:41:24 iter: 274499 total_loss: 5.36 loss_ce: 0.2669 loss_bbox: 0.1737 loss_giou: 0.3361 loss_ce_0: 0.4857 loss_bbox_0: 0.3035 loss_giou_0: 0.5287 loss_ce_1: 0.3734 loss_bbox_1: 0.2067 loss_giou_1: 0.3782 loss_ce_2: 0.3063 loss_bbox_2: 0.1916 loss_giou_2: 0.3498 loss_ce_3: 0.2757 loss_bbox_3: 0.1796 loss_giou_3: 0.3476 loss_ce_4: 0.2654 loss_bbox_4: 0.1795 loss_giou_4: 0.3427 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:36:24] d2.utils.events INFO: eta: 13:41:09 iter: 274519 total_loss: 5.607 loss_ce: 0.2634 loss_bbox: 0.1679 loss_giou: 0.3314 loss_ce_0: 0.4987 loss_bbox_0: 0.2973 loss_giou_0: 0.5214 loss_ce_1: 0.3797 loss_bbox_1: 0.2036 loss_giou_1: 0.3751 loss_ce_2: 0.3181 loss_bbox_2: 0.1837 loss_giou_2: 0.3498 loss_ce_3: 0.2772 loss_bbox_3: 0.1765 loss_giou_3: 0.3356 loss_ce_4: 0.2651 loss_bbox_4: 0.1707 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 11:36:30] d2.utils.events INFO: eta: 13:40:50 iter: 274539 total_loss: 5.205 loss_ce: 0.2571 loss_bbox: 0.1631 loss_giou: 0.3078 loss_ce_0: 0.4679 loss_bbox_0: 0.284 loss_giou_0: 0.4914 loss_ce_1: 0.3526 loss_bbox_1: 0.1982 loss_giou_1: 0.3583 loss_ce_2: 0.2975 loss_bbox_2: 0.1777 loss_giou_2: 0.3285 loss_ce_3: 0.2659 loss_bbox_3: 0.1678 loss_giou_3: 0.3167 loss_ce_4: 0.2588 loss_bbox_4: 0.1633 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 11:36:35] d2.utils.events INFO: eta: 13:40:34 iter: 274559 total_loss: 5.568 loss_ce: 0.2711 loss_bbox: 0.1737 loss_giou: 0.3256 loss_ce_0: 0.4927 loss_bbox_0: 0.3023 loss_giou_0: 0.4933 loss_ce_1: 0.3887 loss_bbox_1: 0.2175 loss_giou_1: 0.3678 loss_ce_2: 0.3252 loss_bbox_2: 0.1903 loss_giou_2: 0.3389 loss_ce_3: 0.2937 loss_bbox_3: 0.1752 loss_giou_3: 0.3278 loss_ce_4: 0.2786 loss_bbox_4: 0.1762 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 11:36:41] d2.utils.events INFO: eta: 13:40:18 iter: 274579 total_loss: 5.259 loss_ce: 0.2525 loss_bbox: 0.1782 loss_giou: 0.3204 loss_ce_0: 0.4777 loss_bbox_0: 0.2955 loss_giou_0: 0.5056 loss_ce_1: 0.3642 loss_bbox_1: 0.2139 loss_giou_1: 0.3716 loss_ce_2: 0.3008 loss_bbox_2: 0.1969 loss_giou_2: 0.3439 loss_ce_3: 0.2678 loss_bbox_3: 0.1869 loss_giou_3: 0.3311 loss_ce_4: 0.2565 loss_bbox_4: 0.1826 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max_mem: 5427M [11/03 11:37:09] d2.utils.events INFO: eta: 13:39:50 iter: 274679 total_loss: 5.491 loss_ce: 0.258 loss_bbox: 0.1796 loss_giou: 0.3301 loss_ce_0: 0.5115 loss_bbox_0: 0.3135 loss_giou_0: 0.5095 loss_ce_1: 0.3834 loss_bbox_1: 0.2174 loss_giou_1: 0.3906 loss_ce_2: 0.3109 loss_bbox_2: 0.1951 loss_giou_2: 0.3481 loss_ce_3: 0.2801 loss_bbox_3: 0.1861 loss_giou_3: 0.3425 loss_ce_4: 0.266 loss_bbox_4: 0.1817 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 11:37:15] d2.utils.events INFO: eta: 13:39:44 iter: 274699 total_loss: 5.438 loss_ce: 0.2625 loss_bbox: 0.1657 loss_giou: 0.3285 loss_ce_0: 0.4849 loss_bbox_0: 0.3015 loss_giou_0: 0.4718 loss_ce_1: 0.3785 loss_bbox_1: 0.2205 loss_giou_1: 0.3657 loss_ce_2: 0.3123 loss_bbox_2: 0.1916 loss_giou_2: 0.3443 loss_ce_3: 0.2741 loss_bbox_3: 0.1846 loss_giou_3: 0.336 loss_ce_4: 0.2658 loss_bbox_4: 0.1741 loss_giou_4: 0.3318 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 11:37:21] d2.utils.events INFO: eta: 13:39:33 iter: 274719 total_loss: 5.527 loss_ce: 0.2585 loss_bbox: 0.1677 loss_giou: 0.345 loss_ce_0: 0.4795 loss_bbox_0: 0.2907 loss_giou_0: 0.5409 loss_ce_1: 0.3634 loss_bbox_1: 0.203 loss_giou_1: 0.4068 loss_ce_2: 0.3028 loss_bbox_2: 0.1839 loss_giou_2: 0.3724 loss_ce_3: 0.2765 loss_bbox_3: 0.1737 loss_giou_3: 0.3565 loss_ce_4: 0.265 loss_bbox_4: 0.1729 loss_giou_4: 0.3486 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 11:37:26] d2.utils.events INFO: eta: 13:39:20 iter: 274739 total_loss: 5.421 loss_ce: 0.2713 loss_bbox: 0.1745 loss_giou: 0.3243 loss_ce_0: 0.4761 loss_bbox_0: 0.2897 loss_giou_0: 0.5142 loss_ce_1: 0.3859 loss_bbox_1: 0.2049 loss_giou_1: 0.3836 loss_ce_2: 0.3187 loss_bbox_2: 0.1793 loss_giou_2: 0.3545 loss_ce_3: 0.2841 loss_bbox_3: 0.1795 loss_giou_3: 0.3369 loss_ce_4: 0.2666 loss_bbox_4: 0.1717 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 11:37:32] d2.utils.events INFO: eta: 13:38:56 iter: 274759 total_loss: 5.362 loss_ce: 0.2541 loss_bbox: 0.1732 loss_giou: 0.3084 loss_ce_0: 0.4839 loss_bbox_0: 0.3029 loss_giou_0: 0.4605 loss_ce_1: 0.3696 loss_bbox_1: 0.2127 loss_giou_1: 0.3529 loss_ce_2: 0.3102 loss_bbox_2: 0.1894 loss_giou_2: 0.3251 loss_ce_3: 0.2836 loss_bbox_3: 0.1839 loss_giou_3: 0.3179 loss_ce_4: 0.2622 loss_bbox_4: 0.1761 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 11:37:38] d2.utils.events INFO: eta: 13:39:09 iter: 274779 total_loss: 5.398 loss_ce: 0.2491 loss_bbox: 0.1661 loss_giou: 0.3303 loss_ce_0: 0.4787 loss_bbox_0: 0.2837 loss_giou_0: 0.5222 loss_ce_1: 0.3673 loss_bbox_1: 0.1984 loss_giou_1: 0.4023 loss_ce_2: 0.2881 loss_bbox_2: 0.1786 loss_giou_2: 0.359 loss_ce_3: 0.2626 loss_bbox_3: 0.1718 loss_giou_3: 0.3473 loss_ce_4: 0.2536 loss_bbox_4: 0.1657 loss_giou_4: 0.3388 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 11:37:43] d2.utils.events INFO: eta: 13:39:17 iter: 274799 total_loss: 5.453 loss_ce: 0.264 loss_bbox: 0.171 loss_giou: 0.324 loss_ce_0: 0.4802 loss_bbox_0: 0.2941 loss_giou_0: 0.4988 loss_ce_1: 0.3782 loss_bbox_1: 0.2053 loss_giou_1: 0.3852 loss_ce_2: 0.3219 loss_bbox_2: 0.1929 loss_giou_2: 0.3569 loss_ce_3: 0.2826 loss_bbox_3: 0.1841 loss_giou_3: 0.3336 loss_ce_4: 0.2662 loss_bbox_4: 0.1792 loss_giou_4: 0.3262 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 11:37:49] d2.utils.events INFO: eta: 13:39:05 iter: 274819 total_loss: 5.514 loss_ce: 0.2509 loss_bbox: 0.1844 loss_giou: 0.3255 loss_ce_0: 0.4793 loss_bbox_0: 0.3173 loss_giou_0: 0.4974 loss_ce_1: 0.3697 loss_bbox_1: 0.2203 loss_giou_1: 0.3829 loss_ce_2: 0.3036 loss_bbox_2: 0.2011 loss_giou_2: 0.351 loss_ce_3: 0.2787 loss_bbox_3: 0.1891 loss_giou_3: 0.3365 loss_ce_4: 0.2466 loss_bbox_4: 0.1886 loss_giou_4: 0.3303 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:37:55] d2.utils.events INFO: eta: 13:39:06 iter: 274839 total_loss: 5.176 loss_ce: 0.2387 loss_bbox: 0.165 loss_giou: 0.3215 loss_ce_0: 0.4605 loss_bbox_0: 0.3033 loss_giou_0: 0.5035 loss_ce_1: 0.3517 loss_bbox_1: 0.2024 loss_giou_1: 0.3703 loss_ce_2: 0.2825 loss_bbox_2: 0.179 loss_giou_2: 0.3365 loss_ce_3: 0.2577 loss_bbox_3: 0.1731 loss_giou_3: 0.325 loss_ce_4: 0.241 loss_bbox_4: 0.1691 loss_giou_4: 0.3169 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:01] d2.utils.events INFO: eta: 13:38:59 iter: 274859 total_loss: 5.516 loss_ce: 0.2602 loss_bbox: 0.1718 loss_giou: 0.3295 loss_ce_0: 0.4715 loss_bbox_0: 0.3121 loss_giou_0: 0.5311 loss_ce_1: 0.3659 loss_bbox_1: 0.2093 loss_giou_1: 0.3796 loss_ce_2: 0.3046 loss_bbox_2: 0.1866 loss_giou_2: 0.3458 loss_ce_3: 0.2764 loss_bbox_3: 0.1828 loss_giou_3: 0.3436 loss_ce_4: 0.2662 loss_bbox_4: 0.1753 loss_giou_4: 0.3344 time: 0.2799 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:06] d2.utils.events INFO: eta: 13:38:41 iter: 274879 total_loss: 5.704 loss_ce: 0.2794 loss_bbox: 0.1651 loss_giou: 0.3383 loss_ce_0: 0.4989 loss_bbox_0: 0.2844 loss_giou_0: 0.5486 loss_ce_1: 0.3817 loss_bbox_1: 0.1973 loss_giou_1: 0.3874 loss_ce_2: 0.33 loss_bbox_2: 0.1748 loss_giou_2: 0.3548 loss_ce_3: 0.2901 loss_bbox_3: 0.1708 loss_giou_3: 0.3486 loss_ce_4: 0.2827 loss_bbox_4: 0.1668 loss_giou_4: 0.3418 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:12] d2.utils.events INFO: eta: 13:38:49 iter: 274899 total_loss: 5.634 loss_ce: 0.271 loss_bbox: 0.1716 loss_giou: 0.3454 loss_ce_0: 0.5028 loss_bbox_0: 0.2957 loss_giou_0: 0.5593 loss_ce_1: 0.3846 loss_bbox_1: 0.1995 loss_giou_1: 0.4132 loss_ce_2: 0.316 loss_bbox_2: 0.1871 loss_giou_2: 0.3663 loss_ce_3: 0.2945 loss_bbox_3: 0.1801 loss_giou_3: 0.3568 loss_ce_4: 0.2795 loss_bbox_4: 0.1741 loss_giou_4: 0.3496 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:18] d2.utils.events INFO: eta: 13:38:53 iter: 274919 total_loss: 5.602 loss_ce: 0.2639 loss_bbox: 0.1777 loss_giou: 0.3222 loss_ce_0: 0.4771 loss_bbox_0: 0.2967 loss_giou_0: 0.4872 loss_ce_1: 0.3797 loss_bbox_1: 0.2109 loss_giou_1: 0.3684 loss_ce_2: 0.3181 loss_bbox_2: 0.1979 loss_giou_2: 0.3525 loss_ce_3: 0.2867 loss_bbox_3: 0.1916 loss_giou_3: 0.3375 loss_ce_4: 0.2727 loss_bbox_4: 0.1802 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:23] d2.utils.events INFO: eta: 13:38:40 iter: 274939 total_loss: 5.498 loss_ce: 0.2804 loss_bbox: 0.1743 loss_giou: 0.3187 loss_ce_0: 0.5072 loss_bbox_0: 0.3022 loss_giou_0: 0.494 loss_ce_1: 0.3867 loss_bbox_1: 0.2062 loss_giou_1: 0.372 loss_ce_2: 0.3238 loss_bbox_2: 0.1865 loss_giou_2: 0.3407 loss_ce_3: 0.2889 loss_bbox_3: 0.1851 loss_giou_3: 0.3287 loss_ce_4: 0.2815 loss_bbox_4: 0.1786 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:29] d2.utils.events INFO: eta: 13:38:38 iter: 274959 total_loss: 5.483 loss_ce: 0.2713 loss_bbox: 0.1825 loss_giou: 0.3284 loss_ce_0: 0.4844 loss_bbox_0: 0.3144 loss_giou_0: 0.5057 loss_ce_1: 0.3847 loss_bbox_1: 0.2155 loss_giou_1: 0.3637 loss_ce_2: 0.3242 loss_bbox_2: 0.1956 loss_giou_2: 0.3439 loss_ce_3: 0.2904 loss_bbox_3: 0.1902 loss_giou_3: 0.3303 loss_ce_4: 0.2744 loss_bbox_4: 0.1859 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:35] d2.utils.events INFO: eta: 13:38:40 iter: 274979 total_loss: 5.217 loss_ce: 0.2368 loss_bbox: 0.1622 loss_giou: 0.3177 loss_ce_0: 0.4642 loss_bbox_0: 0.3025 loss_giou_0: 0.5088 loss_ce_1: 0.3476 loss_bbox_1: 0.1935 loss_giou_1: 0.3621 loss_ce_2: 0.295 loss_bbox_2: 0.1742 loss_giou_2: 0.336 loss_ce_3: 0.2567 loss_bbox_3: 0.1678 loss_giou_3: 0.3307 loss_ce_4: 0.2397 loss_bbox_4: 0.1646 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:40] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0274999.pth [11/03 11:38:43] d2.utils.events INFO: eta: 13:38:55 iter: 274999 total_loss: 5.644 loss_ce: 0.2671 loss_bbox: 0.1847 loss_giou: 0.3451 loss_ce_0: 0.4815 loss_bbox_0: 0.3078 loss_giou_0: 0.5358 loss_ce_1: 0.3917 loss_bbox_1: 0.2125 loss_giou_1: 0.3961 loss_ce_2: 0.322 loss_bbox_2: 0.1912 loss_giou_2: 0.3571 loss_ce_3: 0.2813 loss_bbox_3: 0.1858 loss_giou_3: 0.3516 loss_ce_4: 0.2674 loss_bbox_4: 0.1835 loss_giou_4: 0.3494 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:48] d2.utils.events INFO: eta: 13:39:01 iter: 275019 total_loss: 5.122 loss_ce: 0.2386 loss_bbox: 0.1569 loss_giou: 0.3177 loss_ce_0: 0.4584 loss_bbox_0: 0.2899 loss_giou_0: 0.5044 loss_ce_1: 0.3579 loss_bbox_1: 0.1961 loss_giou_1: 0.3758 loss_ce_2: 0.2952 loss_bbox_2: 0.1738 loss_giou_2: 0.3397 loss_ce_3: 0.2552 loss_bbox_3: 0.1639 loss_giou_3: 0.3329 loss_ce_4: 0.237 loss_bbox_4: 0.1595 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 11:38:54] d2.utils.events INFO: eta: 13:38:49 iter: 275039 total_loss: 5.463 loss_ce: 0.2586 loss_bbox: 0.19 loss_giou: 0.3178 loss_ce_0: 0.4803 loss_bbox_0: 0.3105 loss_giou_0: 0.4613 loss_ce_1: 0.3709 loss_bbox_1: 0.2153 loss_giou_1: 0.3532 loss_ce_2: 0.3088 loss_bbox_2: 0.1987 loss_giou_2: 0.3229 loss_ce_3: 0.2799 loss_bbox_3: 0.1905 loss_giou_3: 0.3213 loss_ce_4: 0.2673 loss_bbox_4: 0.1917 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:00] d2.utils.events INFO: eta: 13:38:31 iter: 275059 total_loss: 5.528 loss_ce: 0.2627 loss_bbox: 0.1719 loss_giou: 0.3354 loss_ce_0: 0.4814 loss_bbox_0: 0.2958 loss_giou_0: 0.5146 loss_ce_1: 0.3807 loss_bbox_1: 0.1995 loss_giou_1: 0.3784 loss_ce_2: 0.3105 loss_bbox_2: 0.1814 loss_giou_2: 0.3529 loss_ce_3: 0.2775 loss_bbox_3: 0.1755 loss_giou_3: 0.3464 loss_ce_4: 0.2638 loss_bbox_4: 0.1709 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:05] d2.utils.events INFO: eta: 13:38:12 iter: 275079 total_loss: 5.583 loss_ce: 0.2732 loss_bbox: 0.1862 loss_giou: 0.349 loss_ce_0: 0.4882 loss_bbox_0: 0.3028 loss_giou_0: 0.5073 loss_ce_1: 0.3746 loss_bbox_1: 0.2226 loss_giou_1: 0.3843 loss_ce_2: 0.3183 loss_bbox_2: 0.2067 loss_giou_2: 0.3584 loss_ce_3: 0.2884 loss_bbox_3: 0.1955 loss_giou_3: 0.3552 loss_ce_4: 0.2778 loss_bbox_4: 0.1934 loss_giou_4: 0.3491 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:11] d2.utils.events INFO: eta: 13:38:08 iter: 275099 total_loss: 5.41 loss_ce: 0.2607 loss_bbox: 0.1804 loss_giou: 0.3146 loss_ce_0: 0.4709 loss_bbox_0: 0.2932 loss_giou_0: 0.4896 loss_ce_1: 0.3759 loss_bbox_1: 0.2126 loss_giou_1: 0.3591 loss_ce_2: 0.3112 loss_bbox_2: 0.19 loss_giou_2: 0.3307 loss_ce_3: 0.2827 loss_bbox_3: 0.1883 loss_giou_3: 0.3267 loss_ce_4: 0.2707 loss_bbox_4: 0.1837 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:17] d2.utils.events INFO: eta: 13:38:05 iter: 275119 total_loss: 5.573 loss_ce: 0.2677 loss_bbox: 0.184 loss_giou: 0.3389 loss_ce_0: 0.4665 loss_bbox_0: 0.3 loss_giou_0: 0.5158 loss_ce_1: 0.3778 loss_bbox_1: 0.214 loss_giou_1: 0.3887 loss_ce_2: 0.3233 loss_bbox_2: 0.1942 loss_giou_2: 0.3588 loss_ce_3: 0.2816 loss_bbox_3: 0.1879 loss_giou_3: 0.3492 loss_ce_4: 0.2694 loss_bbox_4: 0.185 loss_giou_4: 0.3441 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:23] d2.utils.events INFO: eta: 13:38:01 iter: 275139 total_loss: 5.293 loss_ce: 0.2486 loss_bbox: 0.1682 loss_giou: 0.3094 loss_ce_0: 0.4605 loss_bbox_0: 0.2826 loss_giou_0: 0.486 loss_ce_1: 0.3498 loss_bbox_1: 0.1948 loss_giou_1: 0.3601 loss_ce_2: 0.2931 loss_bbox_2: 0.1779 loss_giou_2: 0.3279 loss_ce_3: 0.2635 loss_bbox_3: 0.1744 loss_giou_3: 0.3206 loss_ce_4: 0.2506 loss_bbox_4: 0.1708 loss_giou_4: 0.3131 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:28] d2.utils.events INFO: eta: 13:37:53 iter: 275159 total_loss: 5.27 loss_ce: 0.2631 loss_bbox: 0.1848 loss_giou: 0.3079 loss_ce_0: 0.47 loss_bbox_0: 0.2867 loss_giou_0: 0.475 loss_ce_1: 0.3749 loss_bbox_1: 0.2058 loss_giou_1: 0.3574 loss_ce_2: 0.3059 loss_bbox_2: 0.1922 loss_giou_2: 0.3333 loss_ce_3: 0.2768 loss_bbox_3: 0.1888 loss_giou_3: 0.3211 loss_ce_4: 0.2699 loss_bbox_4: 0.182 loss_giou_4: 0.314 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:34] d2.utils.events INFO: eta: 13:37:47 iter: 275179 total_loss: 5.519 loss_ce: 0.2734 loss_bbox: 0.1791 loss_giou: 0.3539 loss_ce_0: 0.4896 loss_bbox_0: 0.3029 loss_giou_0: 0.5124 loss_ce_1: 0.3714 loss_bbox_1: 0.2135 loss_giou_1: 0.3951 loss_ce_2: 0.3026 loss_bbox_2: 0.1936 loss_giou_2: 0.3697 loss_ce_3: 0.2772 loss_bbox_3: 0.1893 loss_giou_3: 0.3623 loss_ce_4: 0.2764 loss_bbox_4: 0.1833 loss_giou_4: 0.3582 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:40] d2.utils.events INFO: eta: 13:37:43 iter: 275199 total_loss: 5.328 loss_ce: 0.2542 loss_bbox: 0.166 loss_giou: 0.3254 loss_ce_0: 0.4731 loss_bbox_0: 0.3004 loss_giou_0: 0.5179 loss_ce_1: 0.3697 loss_bbox_1: 0.2063 loss_giou_1: 0.3817 loss_ce_2: 0.3128 loss_bbox_2: 0.1799 loss_giou_2: 0.3419 loss_ce_3: 0.2732 loss_bbox_3: 0.1732 loss_giou_3: 0.3303 loss_ce_4: 0.2585 loss_bbox_4: 0.167 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:45] d2.utils.events INFO: eta: 13:38:12 iter: 275219 total_loss: 5.53 loss_ce: 0.2623 loss_bbox: 0.1756 loss_giou: 0.3168 loss_ce_0: 0.4809 loss_bbox_0: 0.2978 loss_giou_0: 0.4983 loss_ce_1: 0.3647 loss_bbox_1: 0.2117 loss_giou_1: 0.3701 loss_ce_2: 0.3069 loss_bbox_2: 0.1905 loss_giou_2: 0.3432 loss_ce_3: 0.281 loss_bbox_3: 0.1797 loss_giou_3: 0.3295 loss_ce_4: 0.2745 loss_bbox_4: 0.1712 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:51] d2.utils.events INFO: eta: 13:38:28 iter: 275239 total_loss: 5.504 loss_ce: 0.2748 loss_bbox: 0.1726 loss_giou: 0.3458 loss_ce_0: 0.4713 loss_bbox_0: 0.295 loss_giou_0: 0.5199 loss_ce_1: 0.3858 loss_bbox_1: 0.206 loss_giou_1: 0.4026 loss_ce_2: 0.3244 loss_bbox_2: 0.1867 loss_giou_2: 0.3644 loss_ce_3: 0.2849 loss_bbox_3: 0.1737 loss_giou_3: 0.352 loss_ce_4: 0.2716 loss_bbox_4: 0.1716 loss_giou_4: 0.345 time: 0.2799 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 11:39:57] d2.utils.events INFO: eta: 13:38:14 iter: 275259 total_loss: 5.466 loss_ce: 0.2809 loss_bbox: 0.1761 loss_giou: 0.3199 loss_ce_0: 0.4715 loss_bbox_0: 0.2993 loss_giou_0: 0.5032 loss_ce_1: 0.3737 loss_bbox_1: 0.1992 loss_giou_1: 0.3595 loss_ce_2: 0.3184 loss_bbox_2: 0.1921 loss_giou_2: 0.3356 loss_ce_3: 0.2924 loss_bbox_3: 0.1825 loss_giou_3: 0.3296 loss_ce_4: 0.2786 loss_bbox_4: 0.1772 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:03] d2.utils.events INFO: eta: 13:38:20 iter: 275279 total_loss: 5.777 loss_ce: 0.2874 loss_bbox: 0.1739 loss_giou: 0.3674 loss_ce_0: 0.4896 loss_bbox_0: 0.2997 loss_giou_0: 0.5596 loss_ce_1: 0.3971 loss_bbox_1: 0.2031 loss_giou_1: 0.417 loss_ce_2: 0.3357 loss_bbox_2: 0.1859 loss_giou_2: 0.3897 loss_ce_3: 0.3014 loss_bbox_3: 0.1809 loss_giou_3: 0.3744 loss_ce_4: 0.2848 loss_bbox_4: 0.1771 loss_giou_4: 0.3671 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:08] d2.utils.events INFO: eta: 13:38:04 iter: 275299 total_loss: 5.446 loss_ce: 0.2636 loss_bbox: 0.1808 loss_giou: 0.3148 loss_ce_0: 0.4768 loss_bbox_0: 0.3003 loss_giou_0: 0.4926 loss_ce_1: 0.376 loss_bbox_1: 0.211 loss_giou_1: 0.3595 loss_ce_2: 0.3148 loss_bbox_2: 0.1943 loss_giou_2: 0.3288 loss_ce_3: 0.2728 loss_bbox_3: 0.1847 loss_giou_3: 0.3193 loss_ce_4: 0.2608 loss_bbox_4: 0.1824 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:14] d2.utils.events INFO: eta: 13:38:09 iter: 275319 total_loss: 5.404 loss_ce: 0.2568 loss_bbox: 0.1723 loss_giou: 0.3267 loss_ce_0: 0.4865 loss_bbox_0: 0.2937 loss_giou_0: 0.5084 loss_ce_1: 0.38 loss_bbox_1: 0.205 loss_giou_1: 0.3803 loss_ce_2: 0.3059 loss_bbox_2: 0.1903 loss_giou_2: 0.349 loss_ce_3: 0.2648 loss_bbox_3: 0.1817 loss_giou_3: 0.336 loss_ce_4: 0.2536 loss_bbox_4: 0.1728 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:20] d2.utils.events INFO: eta: 13:37:55 iter: 275339 total_loss: 5.424 loss_ce: 0.2555 loss_bbox: 0.1875 loss_giou: 0.3191 loss_ce_0: 0.4785 loss_bbox_0: 0.2994 loss_giou_0: 0.4842 loss_ce_1: 0.3771 loss_bbox_1: 0.2243 loss_giou_1: 0.3635 loss_ce_2: 0.3158 loss_bbox_2: 0.2003 loss_giou_2: 0.3373 loss_ce_3: 0.2654 loss_bbox_3: 0.1953 loss_giou_3: 0.3241 loss_ce_4: 0.2592 loss_bbox_4: 0.191 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:25] d2.utils.events INFO: eta: 13:37:50 iter: 275359 total_loss: 5.744 loss_ce: 0.2716 loss_bbox: 0.1854 loss_giou: 0.326 loss_ce_0: 0.4877 loss_bbox_0: 0.3138 loss_giou_0: 0.51 loss_ce_1: 0.3915 loss_bbox_1: 0.2307 loss_giou_1: 0.3819 loss_ce_2: 0.3244 loss_bbox_2: 0.2005 loss_giou_2: 0.3454 loss_ce_3: 0.2952 loss_bbox_3: 0.1941 loss_giou_3: 0.3359 loss_ce_4: 0.2798 loss_bbox_4: 0.191 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:31] d2.utils.events INFO: eta: 13:37:32 iter: 275379 total_loss: 5.53 loss_ce: 0.2625 loss_bbox: 0.1773 loss_giou: 0.326 loss_ce_0: 0.4816 loss_bbox_0: 0.3194 loss_giou_0: 0.5313 loss_ce_1: 0.3731 loss_bbox_1: 0.2091 loss_giou_1: 0.3887 loss_ce_2: 0.3077 loss_bbox_2: 0.199 loss_giou_2: 0.3588 loss_ce_3: 0.2659 loss_bbox_3: 0.1864 loss_giou_3: 0.3402 loss_ce_4: 0.2635 loss_bbox_4: 0.182 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:37] d2.utils.events INFO: eta: 13:37:21 iter: 275399 total_loss: 5.558 loss_ce: 0.2694 loss_bbox: 0.1593 loss_giou: 0.3209 loss_ce_0: 0.4945 loss_bbox_0: 0.2976 loss_giou_0: 0.5145 loss_ce_1: 0.3797 loss_bbox_1: 0.2028 loss_giou_1: 0.3701 loss_ce_2: 0.3254 loss_bbox_2: 0.1761 loss_giou_2: 0.339 loss_ce_3: 0.2956 loss_bbox_3: 0.1646 loss_giou_3: 0.3311 loss_ce_4: 0.2787 loss_bbox_4: 0.1602 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:42] d2.utils.events INFO: eta: 13:37:27 iter: 275419 total_loss: 5.666 loss_ce: 0.2601 loss_bbox: 0.1982 loss_giou: 0.3338 loss_ce_0: 0.4882 loss_bbox_0: 0.3222 loss_giou_0: 0.5052 loss_ce_1: 0.382 loss_bbox_1: 0.2356 loss_giou_1: 0.3728 loss_ce_2: 0.3069 loss_bbox_2: 0.2098 loss_giou_2: 0.3567 loss_ce_3: 0.2791 loss_bbox_3: 0.2031 loss_giou_3: 0.3443 loss_ce_4: 0.263 loss_bbox_4: 0.1996 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:48] d2.utils.events INFO: eta: 13:37:21 iter: 275439 total_loss: 5.49 loss_ce: 0.2682 loss_bbox: 0.1732 loss_giou: 0.3343 loss_ce_0: 0.4976 loss_bbox_0: 0.3026 loss_giou_0: 0.5243 loss_ce_1: 0.3925 loss_bbox_1: 0.211 loss_giou_1: 0.3854 loss_ce_2: 0.335 loss_bbox_2: 0.1912 loss_giou_2: 0.3547 loss_ce_3: 0.2899 loss_bbox_3: 0.1804 loss_giou_3: 0.3387 loss_ce_4: 0.2716 loss_bbox_4: 0.1773 loss_giou_4: 0.338 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 11:40:54] d2.utils.events INFO: eta: 13:37:15 iter: 275459 total_loss: 5.234 loss_ce: 0.2836 loss_bbox: 0.1731 loss_giou: 0.3155 loss_ce_0: 0.4942 loss_bbox_0: 0.2922 loss_giou_0: 0.495 loss_ce_1: 0.3765 loss_bbox_1: 0.2081 loss_giou_1: 0.3602 loss_ce_2: 0.3078 loss_bbox_2: 0.1901 loss_giou_2: 0.3372 loss_ce_3: 0.2804 loss_bbox_3: 0.1855 loss_giou_3: 0.3334 loss_ce_4: 0.28 loss_bbox_4: 0.1796 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:00] d2.utils.events INFO: eta: 13:36:54 iter: 275479 total_loss: 5.472 loss_ce: 0.2675 loss_bbox: 0.1765 loss_giou: 0.3401 loss_ce_0: 0.4798 loss_bbox_0: 0.2963 loss_giou_0: 0.5195 loss_ce_1: 0.367 loss_bbox_1: 0.204 loss_giou_1: 0.3841 loss_ce_2: 0.3065 loss_bbox_2: 0.1858 loss_giou_2: 0.358 loss_ce_3: 0.2827 loss_bbox_3: 0.1784 loss_giou_3: 0.342 loss_ce_4: 0.2685 loss_bbox_4: 0.1767 loss_giou_4: 0.3385 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:05] d2.utils.events INFO: eta: 13:36:42 iter: 275499 total_loss: 5.437 loss_ce: 0.2712 loss_bbox: 0.1775 loss_giou: 0.3089 loss_ce_0: 0.4696 loss_bbox_0: 0.3134 loss_giou_0: 0.4839 loss_ce_1: 0.36 loss_bbox_1: 0.2216 loss_giou_1: 0.364 loss_ce_2: 0.3014 loss_bbox_2: 0.1976 loss_giou_2: 0.333 loss_ce_3: 0.2764 loss_bbox_3: 0.1853 loss_giou_3: 0.3187 loss_ce_4: 0.2704 loss_bbox_4: 0.1813 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:11] d2.utils.events INFO: eta: 13:36:48 iter: 275519 total_loss: 5.715 loss_ce: 0.2656 loss_bbox: 0.1798 loss_giou: 0.3578 loss_ce_0: 0.4882 loss_bbox_0: 0.3219 loss_giou_0: 0.5369 loss_ce_1: 0.3748 loss_bbox_1: 0.2202 loss_giou_1: 0.4032 loss_ce_2: 0.3108 loss_bbox_2: 0.1906 loss_giou_2: 0.3789 loss_ce_3: 0.2795 loss_bbox_3: 0.1932 loss_giou_3: 0.3638 loss_ce_4: 0.2683 loss_bbox_4: 0.1885 loss_giou_4: 0.3576 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:17] d2.utils.events INFO: eta: 13:36:58 iter: 275539 total_loss: 5.682 loss_ce: 0.2885 loss_bbox: 0.2008 loss_giou: 0.337 loss_ce_0: 0.4959 loss_bbox_0: 0.3182 loss_giou_0: 0.5052 loss_ce_1: 0.392 loss_bbox_1: 0.2255 loss_giou_1: 0.3712 loss_ce_2: 0.3308 loss_bbox_2: 0.2063 loss_giou_2: 0.3513 loss_ce_3: 0.3017 loss_bbox_3: 0.2047 loss_giou_3: 0.3481 loss_ce_4: 0.2972 loss_bbox_4: 0.2009 loss_giou_4: 0.342 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:22] d2.utils.events INFO: eta: 13:37:00 iter: 275559 total_loss: 5.136 loss_ce: 0.2484 loss_bbox: 0.1735 loss_giou: 0.3148 loss_ce_0: 0.4757 loss_bbox_0: 0.3004 loss_giou_0: 0.4715 loss_ce_1: 0.3514 loss_bbox_1: 0.213 loss_giou_1: 0.3564 loss_ce_2: 0.2866 loss_bbox_2: 0.1835 loss_giou_2: 0.3375 loss_ce_3: 0.2645 loss_bbox_3: 0.1786 loss_giou_3: 0.3257 loss_ce_4: 0.2491 loss_bbox_4: 0.1755 loss_giou_4: 0.3228 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:28] d2.utils.events INFO: eta: 13:36:56 iter: 275579 total_loss: 5.845 loss_ce: 0.3002 loss_bbox: 0.1877 loss_giou: 0.363 loss_ce_0: 0.5074 loss_bbox_0: 0.3117 loss_giou_0: 0.5478 loss_ce_1: 0.4013 loss_bbox_1: 0.2186 loss_giou_1: 0.4123 loss_ce_2: 0.3558 loss_bbox_2: 0.1996 loss_giou_2: 0.3825 loss_ce_3: 0.3207 loss_bbox_3: 0.191 loss_giou_3: 0.3704 loss_ce_4: 0.2966 loss_bbox_4: 0.1877 loss_giou_4: 0.3653 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:34] d2.utils.events INFO: eta: 13:36:51 iter: 275599 total_loss: 5.529 loss_ce: 0.2844 loss_bbox: 0.1705 loss_giou: 0.3059 loss_ce_0: 0.5079 loss_bbox_0: 0.3075 loss_giou_0: 0.4845 loss_ce_1: 0.3946 loss_bbox_1: 0.2137 loss_giou_1: 0.352 loss_ce_2: 0.3396 loss_bbox_2: 0.1914 loss_giou_2: 0.3165 loss_ce_3: 0.2986 loss_bbox_3: 0.1798 loss_giou_3: 0.3088 loss_ce_4: 0.2812 loss_bbox_4: 0.1743 loss_giou_4: 0.3031 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:39] d2.utils.events INFO: eta: 13:37:03 iter: 275619 total_loss: 5.95 loss_ce: 0.2862 loss_bbox: 0.1945 loss_giou: 0.3319 loss_ce_0: 0.5037 loss_bbox_0: 0.3087 loss_giou_0: 0.4959 loss_ce_1: 0.3951 loss_bbox_1: 0.2263 loss_giou_1: 0.374 loss_ce_2: 0.3209 loss_bbox_2: 0.2065 loss_giou_2: 0.3461 loss_ce_3: 0.2916 loss_bbox_3: 0.2017 loss_giou_3: 0.3448 loss_ce_4: 0.2816 loss_bbox_4: 0.1981 loss_giou_4: 0.3372 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:45] d2.utils.events INFO: eta: 13:36:50 iter: 275639 total_loss: 5.712 loss_ce: 0.2734 loss_bbox: 0.1795 loss_giou: 0.3395 loss_ce_0: 0.4865 loss_bbox_0: 0.3159 loss_giou_0: 0.5252 loss_ce_1: 0.3777 loss_bbox_1: 0.2115 loss_giou_1: 0.3843 loss_ce_2: 0.3124 loss_bbox_2: 0.2015 loss_giou_2: 0.3595 loss_ce_3: 0.2825 loss_bbox_3: 0.1892 loss_giou_3: 0.3517 loss_ce_4: 0.28 loss_bbox_4: 0.1794 loss_giou_4: 0.3444 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:51] d2.utils.events INFO: eta: 13:36:52 iter: 275659 total_loss: 5.558 loss_ce: 0.2705 loss_bbox: 0.166 loss_giou: 0.3043 loss_ce_0: 0.4702 loss_bbox_0: 0.2847 loss_giou_0: 0.4892 loss_ce_1: 0.3684 loss_bbox_1: 0.1945 loss_giou_1: 0.3572 loss_ce_2: 0.3137 loss_bbox_2: 0.1782 loss_giou_2: 0.3251 loss_ce_3: 0.2826 loss_bbox_3: 0.1692 loss_giou_3: 0.3114 loss_ce_4: 0.2689 loss_bbox_4: 0.1692 loss_giou_4: 0.3092 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 11:41:56] d2.utils.events INFO: eta: 13:36:28 iter: 275679 total_loss: 5.291 loss_ce: 0.2591 loss_bbox: 0.1842 loss_giou: 0.2958 loss_ce_0: 0.4815 loss_bbox_0: 0.2993 loss_giou_0: 0.4659 loss_ce_1: 0.3775 loss_bbox_1: 0.2162 loss_giou_1: 0.3405 loss_ce_2: 0.3201 loss_bbox_2: 0.1974 loss_giou_2: 0.3136 loss_ce_3: 0.2789 loss_bbox_3: 0.1921 loss_giou_3: 0.3048 loss_ce_4: 0.2681 loss_bbox_4: 0.1852 loss_giou_4: 0.3 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:02] d2.utils.events INFO: eta: 13:36:21 iter: 275699 total_loss: 5.48 loss_ce: 0.2692 loss_bbox: 0.1747 loss_giou: 0.3259 loss_ce_0: 0.4881 loss_bbox_0: 0.2942 loss_giou_0: 0.5057 loss_ce_1: 0.3821 loss_bbox_1: 0.2042 loss_giou_1: 0.3826 loss_ce_2: 0.3227 loss_bbox_2: 0.1841 loss_giou_2: 0.3514 loss_ce_3: 0.2879 loss_bbox_3: 0.1773 loss_giou_3: 0.3327 loss_ce_4: 0.2745 loss_bbox_4: 0.1792 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:08] d2.utils.events INFO: eta: 13:36:15 iter: 275719 total_loss: 5.496 loss_ce: 0.2656 loss_bbox: 0.1797 loss_giou: 0.3191 loss_ce_0: 0.4915 loss_bbox_0: 0.3023 loss_giou_0: 0.4937 loss_ce_1: 0.3762 loss_bbox_1: 0.2202 loss_giou_1: 0.3656 loss_ce_2: 0.3105 loss_bbox_2: 0.1967 loss_giou_2: 0.3404 loss_ce_3: 0.2856 loss_bbox_3: 0.1863 loss_giou_3: 0.3279 loss_ce_4: 0.2727 loss_bbox_4: 0.1829 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:13] d2.utils.events INFO: eta: 13:36:10 iter: 275739 total_loss: 5.441 loss_ce: 0.2593 loss_bbox: 0.1794 loss_giou: 0.3231 loss_ce_0: 0.499 loss_bbox_0: 0.305 loss_giou_0: 0.5039 loss_ce_1: 0.3648 loss_bbox_1: 0.2108 loss_giou_1: 0.378 loss_ce_2: 0.3025 loss_bbox_2: 0.1903 loss_giou_2: 0.3352 loss_ce_3: 0.2654 loss_bbox_3: 0.1872 loss_giou_3: 0.3314 loss_ce_4: 0.2619 loss_bbox_4: 0.1818 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:19] d2.utils.events INFO: eta: 13:36:05 iter: 275759 total_loss: 5.779 loss_ce: 0.295 loss_bbox: 0.176 loss_giou: 0.3405 loss_ce_0: 0.4989 loss_bbox_0: 0.3085 loss_giou_0: 0.5371 loss_ce_1: 0.3959 loss_bbox_1: 0.2117 loss_giou_1: 0.3834 loss_ce_2: 0.3308 loss_bbox_2: 0.1939 loss_giou_2: 0.3601 loss_ce_3: 0.3058 loss_bbox_3: 0.1847 loss_giou_3: 0.3543 loss_ce_4: 0.2923 loss_bbox_4: 0.1824 loss_giou_4: 0.3441 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:25] d2.utils.events INFO: eta: 13:35:56 iter: 275779 total_loss: 5.418 loss_ce: 0.26 loss_bbox: 0.1778 loss_giou: 0.3171 loss_ce_0: 0.4832 loss_bbox_0: 0.3031 loss_giou_0: 0.5134 loss_ce_1: 0.3682 loss_bbox_1: 0.2137 loss_giou_1: 0.3742 loss_ce_2: 0.3162 loss_bbox_2: 0.1873 loss_giou_2: 0.3432 loss_ce_3: 0.2786 loss_bbox_3: 0.1836 loss_giou_3: 0.3332 loss_ce_4: 0.2668 loss_bbox_4: 0.1812 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:30] d2.utils.events INFO: eta: 13:35:38 iter: 275799 total_loss: 5.573 loss_ce: 0.2719 loss_bbox: 0.177 loss_giou: 0.3578 loss_ce_0: 0.4729 loss_bbox_0: 0.2856 loss_giou_0: 0.5466 loss_ce_1: 0.3532 loss_bbox_1: 0.2074 loss_giou_1: 0.4086 loss_ce_2: 0.3032 loss_bbox_2: 0.1894 loss_giou_2: 0.379 loss_ce_3: 0.2899 loss_bbox_3: 0.1806 loss_giou_3: 0.3642 loss_ce_4: 0.2728 loss_bbox_4: 0.1752 loss_giou_4: 0.3624 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:36] d2.utils.events INFO: eta: 13:35:35 iter: 275819 total_loss: 5.214 loss_ce: 0.2691 loss_bbox: 0.1615 loss_giou: 0.3 loss_ce_0: 0.4912 loss_bbox_0: 0.2935 loss_giou_0: 0.5063 loss_ce_1: 0.3746 loss_bbox_1: 0.1955 loss_giou_1: 0.3573 loss_ce_2: 0.3192 loss_bbox_2: 0.1814 loss_giou_2: 0.322 loss_ce_3: 0.2906 loss_bbox_3: 0.171 loss_giou_3: 0.3086 loss_ce_4: 0.27 loss_bbox_4: 0.1666 loss_giou_4: 0.3021 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:42] d2.utils.events INFO: eta: 13:35:42 iter: 275839 total_loss: 5.343 loss_ce: 0.2423 loss_bbox: 0.1819 loss_giou: 0.3402 loss_ce_0: 0.4658 loss_bbox_0: 0.3042 loss_giou_0: 0.5141 loss_ce_1: 0.3455 loss_bbox_1: 0.2144 loss_giou_1: 0.3795 loss_ce_2: 0.2923 loss_bbox_2: 0.1965 loss_giou_2: 0.3578 loss_ce_3: 0.2558 loss_bbox_3: 0.1879 loss_giou_3: 0.3491 loss_ce_4: 0.2452 loss_bbox_4: 0.1849 loss_giou_4: 0.3466 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:48] d2.utils.events INFO: eta: 13:35:40 iter: 275859 total_loss: 5.761 loss_ce: 0.2958 loss_bbox: 0.1826 loss_giou: 0.3368 loss_ce_0: 0.5101 loss_bbox_0: 0.3015 loss_giou_0: 0.5663 loss_ce_1: 0.3951 loss_bbox_1: 0.211 loss_giou_1: 0.395 loss_ce_2: 0.342 loss_bbox_2: 0.1979 loss_giou_2: 0.363 loss_ce_3: 0.3151 loss_bbox_3: 0.1884 loss_giou_3: 0.3563 loss_ce_4: 0.3047 loss_bbox_4: 0.1839 loss_giou_4: 0.3456 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:53] d2.utils.events INFO: eta: 13:35:33 iter: 275879 total_loss: 5.431 loss_ce: 0.262 loss_bbox: 0.1693 loss_giou: 0.3203 loss_ce_0: 0.4949 loss_bbox_0: 0.2903 loss_giou_0: 0.4908 loss_ce_1: 0.3788 loss_bbox_1: 0.2071 loss_giou_1: 0.3634 loss_ce_2: 0.3176 loss_bbox_2: 0.1884 loss_giou_2: 0.3416 loss_ce_3: 0.2827 loss_bbox_3: 0.1851 loss_giou_3: 0.3361 loss_ce_4: 0.2672 loss_bbox_4: 0.1732 loss_giou_4: 0.3188 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:42:59] d2.utils.events INFO: eta: 13:35:22 iter: 275899 total_loss: 5.547 loss_ce: 0.2923 loss_bbox: 0.1777 loss_giou: 0.3217 loss_ce_0: 0.5137 loss_bbox_0: 0.3183 loss_giou_0: 0.533 loss_ce_1: 0.381 loss_bbox_1: 0.2155 loss_giou_1: 0.3834 loss_ce_2: 0.3296 loss_bbox_2: 0.1942 loss_giou_2: 0.3454 loss_ce_3: 0.2972 loss_bbox_3: 0.1912 loss_giou_3: 0.3305 loss_ce_4: 0.287 loss_bbox_4: 0.1828 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:05] d2.utils.events INFO: eta: 13:35:18 iter: 275919 total_loss: 5.375 loss_ce: 0.2677 loss_bbox: 0.1766 loss_giou: 0.3247 loss_ce_0: 0.4729 loss_bbox_0: 0.3134 loss_giou_0: 0.5029 loss_ce_1: 0.3568 loss_bbox_1: 0.2137 loss_giou_1: 0.3754 loss_ce_2: 0.3027 loss_bbox_2: 0.1933 loss_giou_2: 0.3519 loss_ce_3: 0.2785 loss_bbox_3: 0.1851 loss_giou_3: 0.3404 loss_ce_4: 0.2687 loss_bbox_4: 0.1785 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:10] d2.utils.events INFO: eta: 13:34:58 iter: 275939 total_loss: 5.591 loss_ce: 0.27 loss_bbox: 0.176 loss_giou: 0.3204 loss_ce_0: 0.4922 loss_bbox_0: 0.2943 loss_giou_0: 0.4984 loss_ce_1: 0.385 loss_bbox_1: 0.1994 loss_giou_1: 0.374 loss_ce_2: 0.318 loss_bbox_2: 0.1888 loss_giou_2: 0.343 loss_ce_3: 0.2842 loss_bbox_3: 0.1839 loss_giou_3: 0.3265 loss_ce_4: 0.2707 loss_bbox_4: 0.1751 loss_giou_4: 0.3266 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:16] d2.utils.events INFO: eta: 13:34:39 iter: 275959 total_loss: 5.485 loss_ce: 0.2733 loss_bbox: 0.1694 loss_giou: 0.3409 loss_ce_0: 0.5017 loss_bbox_0: 0.2994 loss_giou_0: 0.5241 loss_ce_1: 0.377 loss_bbox_1: 0.2008 loss_giou_1: 0.391 loss_ce_2: 0.3226 loss_bbox_2: 0.1775 loss_giou_2: 0.3588 loss_ce_3: 0.2852 loss_bbox_3: 0.1681 loss_giou_3: 0.3444 loss_ce_4: 0.2802 loss_bbox_4: 0.1677 loss_giou_4: 0.3447 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:22] d2.utils.events INFO: eta: 13:34:27 iter: 275979 total_loss: 5.661 loss_ce: 0.2817 loss_bbox: 0.176 loss_giou: 0.3455 loss_ce_0: 0.4941 loss_bbox_0: 0.2989 loss_giou_0: 0.5251 loss_ce_1: 0.3824 loss_bbox_1: 0.2123 loss_giou_1: 0.3849 loss_ce_2: 0.3287 loss_bbox_2: 0.1893 loss_giou_2: 0.3573 loss_ce_3: 0.2887 loss_bbox_3: 0.1838 loss_giou_3: 0.3472 loss_ce_4: 0.2762 loss_bbox_4: 0.1758 loss_giou_4: 0.3463 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:27] d2.utils.events INFO: eta: 13:33:56 iter: 275999 total_loss: 5.566 loss_ce: 0.2841 loss_bbox: 0.1703 loss_giou: 0.3156 loss_ce_0: 0.4931 loss_bbox_0: 0.319 loss_giou_0: 0.4918 loss_ce_1: 0.3886 loss_bbox_1: 0.2094 loss_giou_1: 0.3515 loss_ce_2: 0.3297 loss_bbox_2: 0.189 loss_giou_2: 0.3293 loss_ce_3: 0.2987 loss_bbox_3: 0.177 loss_giou_3: 0.3232 loss_ce_4: 0.2836 loss_bbox_4: 0.1731 loss_giou_4: 0.3159 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:33] d2.utils.events INFO: eta: 13:33:34 iter: 276019 total_loss: 5.779 loss_ce: 0.2942 loss_bbox: 0.1838 loss_giou: 0.3304 loss_ce_0: 0.501 loss_bbox_0: 0.3017 loss_giou_0: 0.5096 loss_ce_1: 0.3937 loss_bbox_1: 0.2174 loss_giou_1: 0.3836 loss_ce_2: 0.342 loss_bbox_2: 0.1969 loss_giou_2: 0.3546 loss_ce_3: 0.3069 loss_bbox_3: 0.1921 loss_giou_3: 0.3371 loss_ce_4: 0.2983 loss_bbox_4: 0.1871 loss_giou_4: 0.3395 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:39] d2.utils.events INFO: eta: 13:33:41 iter: 276039 total_loss: 5.231 loss_ce: 0.2477 loss_bbox: 0.1691 loss_giou: 0.3148 loss_ce_0: 0.4808 loss_bbox_0: 0.2927 loss_giou_0: 0.4671 loss_ce_1: 0.362 loss_bbox_1: 0.1977 loss_giou_1: 0.3643 loss_ce_2: 0.2892 loss_bbox_2: 0.1819 loss_giou_2: 0.3288 loss_ce_3: 0.2539 loss_bbox_3: 0.1767 loss_giou_3: 0.324 loss_ce_4: 0.2493 loss_bbox_4: 0.1732 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:44] d2.utils.events INFO: eta: 13:33:27 iter: 276059 total_loss: 5.492 loss_ce: 0.2782 loss_bbox: 0.1839 loss_giou: 0.3456 loss_ce_0: 0.4837 loss_bbox_0: 0.3025 loss_giou_0: 0.5106 loss_ce_1: 0.3694 loss_bbox_1: 0.2159 loss_giou_1: 0.3967 loss_ce_2: 0.322 loss_bbox_2: 0.1991 loss_giou_2: 0.3603 loss_ce_3: 0.2948 loss_bbox_3: 0.1902 loss_giou_3: 0.3534 loss_ce_4: 0.2802 loss_bbox_4: 0.1874 loss_giou_4: 0.3444 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:50] d2.utils.events INFO: eta: 13:33:31 iter: 276079 total_loss: 5.765 loss_ce: 0.2679 loss_bbox: 0.1828 loss_giou: 0.3421 loss_ce_0: 0.4894 loss_bbox_0: 0.2954 loss_giou_0: 0.5313 loss_ce_1: 0.3733 loss_bbox_1: 0.2091 loss_giou_1: 0.3973 loss_ce_2: 0.3098 loss_bbox_2: 0.1897 loss_giou_2: 0.3658 loss_ce_3: 0.2797 loss_bbox_3: 0.1862 loss_giou_3: 0.3542 loss_ce_4: 0.2708 loss_bbox_4: 0.1872 loss_giou_4: 0.35 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 11:43:56] d2.utils.events INFO: eta: 13:33:27 iter: 276099 total_loss: 5.255 loss_ce: 0.2433 loss_bbox: 0.1801 loss_giou: 0.298 loss_ce_0: 0.4638 loss_bbox_0: 0.3057 loss_giou_0: 0.4559 loss_ce_1: 0.3514 loss_bbox_1: 0.2199 loss_giou_1: 0.3469 loss_ce_2: 0.2891 loss_bbox_2: 0.196 loss_giou_2: 0.3207 loss_ce_3: 0.2585 loss_bbox_3: 0.1862 loss_giou_3: 0.3118 loss_ce_4: 0.2373 loss_bbox_4: 0.1829 loss_giou_4: 0.3032 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:01] d2.utils.events INFO: eta: 13:33:25 iter: 276119 total_loss: 5.309 loss_ce: 0.259 loss_bbox: 0.1721 loss_giou: 0.3103 loss_ce_0: 0.4676 loss_bbox_0: 0.3092 loss_giou_0: 0.4868 loss_ce_1: 0.3703 loss_bbox_1: 0.2081 loss_giou_1: 0.349 loss_ce_2: 0.3049 loss_bbox_2: 0.188 loss_giou_2: 0.3286 loss_ce_3: 0.2806 loss_bbox_3: 0.1794 loss_giou_3: 0.3164 loss_ce_4: 0.2594 loss_bbox_4: 0.1771 loss_giou_4: 0.311 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:07] d2.utils.events INFO: eta: 13:33:12 iter: 276139 total_loss: 5.246 loss_ce: 0.2442 loss_bbox: 0.1643 loss_giou: 0.3074 loss_ce_0: 0.4629 loss_bbox_0: 0.2881 loss_giou_0: 0.4837 loss_ce_1: 0.3532 loss_bbox_1: 0.1901 loss_giou_1: 0.3598 loss_ce_2: 0.2957 loss_bbox_2: 0.172 loss_giou_2: 0.3276 loss_ce_3: 0.2596 loss_bbox_3: 0.1684 loss_giou_3: 0.3117 loss_ce_4: 0.2419 loss_bbox_4: 0.1649 loss_giou_4: 0.3096 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:13] d2.utils.events INFO: eta: 13:33:06 iter: 276159 total_loss: 5.571 loss_ce: 0.2847 loss_bbox: 0.1761 loss_giou: 0.3409 loss_ce_0: 0.4913 loss_bbox_0: 0.305 loss_giou_0: 0.5248 loss_ce_1: 0.3839 loss_bbox_1: 0.2154 loss_giou_1: 0.3923 loss_ce_2: 0.3263 loss_bbox_2: 0.1909 loss_giou_2: 0.3543 loss_ce_3: 0.3029 loss_bbox_3: 0.1802 loss_giou_3: 0.3469 loss_ce_4: 0.2937 loss_bbox_4: 0.1815 loss_giou_4: 0.3424 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:18] d2.utils.events INFO: eta: 13:33:01 iter: 276179 total_loss: 5.466 loss_ce: 0.2632 loss_bbox: 0.1737 loss_giou: 0.3194 loss_ce_0: 0.4872 loss_bbox_0: 0.3059 loss_giou_0: 0.4981 loss_ce_1: 0.3786 loss_bbox_1: 0.207 loss_giou_1: 0.3742 loss_ce_2: 0.309 loss_bbox_2: 0.1874 loss_giou_2: 0.3509 loss_ce_3: 0.2752 loss_bbox_3: 0.1804 loss_giou_3: 0.3348 loss_ce_4: 0.2618 loss_bbox_4: 0.1776 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:24] d2.utils.events INFO: eta: 13:32:44 iter: 276199 total_loss: 5.632 loss_ce: 0.279 loss_bbox: 0.1732 loss_giou: 0.3246 loss_ce_0: 0.4913 loss_bbox_0: 0.3112 loss_giou_0: 0.5123 loss_ce_1: 0.3893 loss_bbox_1: 0.2082 loss_giou_1: 0.3817 loss_ce_2: 0.3262 loss_bbox_2: 0.1889 loss_giou_2: 0.3546 loss_ce_3: 0.2961 loss_bbox_3: 0.182 loss_giou_3: 0.336 loss_ce_4: 0.2772 loss_bbox_4: 0.1736 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:30] d2.utils.events INFO: eta: 13:32:39 iter: 276219 total_loss: 5.695 loss_ce: 0.2778 loss_bbox: 0.1776 loss_giou: 0.3327 loss_ce_0: 0.4875 loss_bbox_0: 0.3141 loss_giou_0: 0.515 loss_ce_1: 0.3894 loss_bbox_1: 0.2176 loss_giou_1: 0.3764 loss_ce_2: 0.3336 loss_bbox_2: 0.1905 loss_giou_2: 0.3519 loss_ce_3: 0.2865 loss_bbox_3: 0.1864 loss_giou_3: 0.3368 loss_ce_4: 0.2822 loss_bbox_4: 0.186 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:36] d2.utils.events INFO: eta: 13:32:21 iter: 276239 total_loss: 5.374 loss_ce: 0.2736 loss_bbox: 0.1708 loss_giou: 0.331 loss_ce_0: 0.4688 loss_bbox_0: 0.2975 loss_giou_0: 0.5226 loss_ce_1: 0.3604 loss_bbox_1: 0.203 loss_giou_1: 0.3794 loss_ce_2: 0.3036 loss_bbox_2: 0.1875 loss_giou_2: 0.3481 loss_ce_3: 0.2851 loss_bbox_3: 0.1826 loss_giou_3: 0.3387 loss_ce_4: 0.2659 loss_bbox_4: 0.1767 loss_giou_4: 0.3403 time: 0.2799 data_time: 0.0357 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:41] d2.utils.events INFO: eta: 13:32:17 iter: 276259 total_loss: 5.641 loss_ce: 0.2695 loss_bbox: 0.1807 loss_giou: 0.3329 loss_ce_0: 0.4693 loss_bbox_0: 0.3009 loss_giou_0: 0.505 loss_ce_1: 0.3683 loss_bbox_1: 0.2108 loss_giou_1: 0.3844 loss_ce_2: 0.3062 loss_bbox_2: 0.1936 loss_giou_2: 0.3456 loss_ce_3: 0.274 loss_bbox_3: 0.1852 loss_giou_3: 0.3385 loss_ce_4: 0.2725 loss_bbox_4: 0.1824 loss_giou_4: 0.3404 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:47] d2.utils.events INFO: eta: 13:32:08 iter: 276279 total_loss: 5.407 loss_ce: 0.2811 loss_bbox: 0.1784 loss_giou: 0.3124 loss_ce_0: 0.4727 loss_bbox_0: 0.3038 loss_giou_0: 0.4979 loss_ce_1: 0.3723 loss_bbox_1: 0.2129 loss_giou_1: 0.3593 loss_ce_2: 0.3257 loss_bbox_2: 0.19 loss_giou_2: 0.3253 loss_ce_3: 0.2933 loss_bbox_3: 0.1869 loss_giou_3: 0.3261 loss_ce_4: 0.2788 loss_bbox_4: 0.1819 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:53] d2.utils.events INFO: eta: 13:32:08 iter: 276299 total_loss: 5.261 loss_ce: 0.251 loss_bbox: 0.1535 loss_giou: 0.3233 loss_ce_0: 0.4742 loss_bbox_0: 0.2679 loss_giou_0: 0.5256 loss_ce_1: 0.3637 loss_bbox_1: 0.1838 loss_giou_1: 0.3692 loss_ce_2: 0.2995 loss_bbox_2: 0.1644 loss_giou_2: 0.3485 loss_ce_3: 0.266 loss_bbox_3: 0.1596 loss_giou_3: 0.3333 loss_ce_4: 0.2539 loss_bbox_4: 0.155 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 11:44:59] d2.utils.events INFO: eta: 13:32:02 iter: 276319 total_loss: 5.557 loss_ce: 0.2685 loss_bbox: 0.1822 loss_giou: 0.3411 loss_ce_0: 0.472 loss_bbox_0: 0.3041 loss_giou_0: 0.4963 loss_ce_1: 0.3849 loss_bbox_1: 0.2235 loss_giou_1: 0.387 loss_ce_2: 0.3167 loss_bbox_2: 0.1994 loss_giou_2: 0.3552 loss_ce_3: 0.2865 loss_bbox_3: 0.1934 loss_giou_3: 0.3444 loss_ce_4: 0.2682 loss_bbox_4: 0.1858 loss_giou_4: 0.3411 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:04] d2.utils.events INFO: eta: 13:32:04 iter: 276339 total_loss: 5.372 loss_ce: 0.2623 loss_bbox: 0.17 loss_giou: 0.3396 loss_ce_0: 0.4789 loss_bbox_0: 0.2912 loss_giou_0: 0.5264 loss_ce_1: 0.3719 loss_bbox_1: 0.1985 loss_giou_1: 0.3874 loss_ce_2: 0.3024 loss_bbox_2: 0.1846 loss_giou_2: 0.3598 loss_ce_3: 0.2717 loss_bbox_3: 0.1751 loss_giou_3: 0.3468 loss_ce_4: 0.2723 loss_bbox_4: 0.1727 loss_giou_4: 0.3423 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:10] d2.utils.events INFO: eta: 13:31:57 iter: 276359 total_loss: 5.331 loss_ce: 0.2601 loss_bbox: 0.1795 loss_giou: 0.3083 loss_ce_0: 0.477 loss_bbox_0: 0.2878 loss_giou_0: 0.4632 loss_ce_1: 0.3601 loss_bbox_1: 0.2058 loss_giou_1: 0.3421 loss_ce_2: 0.2977 loss_bbox_2: 0.1901 loss_giou_2: 0.312 loss_ce_3: 0.2718 loss_bbox_3: 0.1837 loss_giou_3: 0.3077 loss_ce_4: 0.2631 loss_bbox_4: 0.1822 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:16] d2.utils.events INFO: eta: 13:31:45 iter: 276379 total_loss: 5.592 loss_ce: 0.2624 loss_bbox: 0.177 loss_giou: 0.3305 loss_ce_0: 0.4795 loss_bbox_0: 0.315 loss_giou_0: 0.5474 loss_ce_1: 0.3762 loss_bbox_1: 0.2199 loss_giou_1: 0.3826 loss_ce_2: 0.3138 loss_bbox_2: 0.1957 loss_giou_2: 0.3463 loss_ce_3: 0.2849 loss_bbox_3: 0.1878 loss_giou_3: 0.3386 loss_ce_4: 0.2665 loss_bbox_4: 0.1857 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:21] d2.utils.events INFO: eta: 13:31:46 iter: 276399 total_loss: 5.491 loss_ce: 0.2656 loss_bbox: 0.1852 loss_giou: 0.3167 loss_ce_0: 0.49 loss_bbox_0: 0.2993 loss_giou_0: 0.4773 loss_ce_1: 0.3795 loss_bbox_1: 0.2144 loss_giou_1: 0.3699 loss_ce_2: 0.3162 loss_bbox_2: 0.1944 loss_giou_2: 0.3402 loss_ce_3: 0.2789 loss_bbox_3: 0.1906 loss_giou_3: 0.3216 loss_ce_4: 0.2624 loss_bbox_4: 0.1889 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:27] d2.utils.events INFO: eta: 13:31:31 iter: 276419 total_loss: 5.369 loss_ce: 0.2503 loss_bbox: 0.1722 loss_giou: 0.3297 loss_ce_0: 0.4622 loss_bbox_0: 0.2888 loss_giou_0: 0.5021 loss_ce_1: 0.3496 loss_bbox_1: 0.2009 loss_giou_1: 0.3748 loss_ce_2: 0.3058 loss_bbox_2: 0.1815 loss_giou_2: 0.3514 loss_ce_3: 0.2598 loss_bbox_3: 0.1704 loss_giou_3: 0.3316 loss_ce_4: 0.251 loss_bbox_4: 0.1726 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:32] d2.utils.events INFO: eta: 13:31:08 iter: 276439 total_loss: 5.248 loss_ce: 0.2552 loss_bbox: 0.1904 loss_giou: 0.3157 loss_ce_0: 0.4658 loss_bbox_0: 0.297 loss_giou_0: 0.4833 loss_ce_1: 0.36 loss_bbox_1: 0.2098 loss_giou_1: 0.3629 loss_ce_2: 0.3127 loss_bbox_2: 0.1974 loss_giou_2: 0.33 loss_ce_3: 0.2691 loss_bbox_3: 0.1954 loss_giou_3: 0.3222 loss_ce_4: 0.252 loss_bbox_4: 0.1957 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:38] d2.utils.events INFO: eta: 13:30:46 iter: 276459 total_loss: 5.372 loss_ce: 0.2689 loss_bbox: 0.1705 loss_giou: 0.3202 loss_ce_0: 0.4711 loss_bbox_0: 0.3107 loss_giou_0: 0.5223 loss_ce_1: 0.3582 loss_bbox_1: 0.2047 loss_giou_1: 0.3809 loss_ce_2: 0.3197 loss_bbox_2: 0.1855 loss_giou_2: 0.342 loss_ce_3: 0.2865 loss_bbox_3: 0.1766 loss_giou_3: 0.3301 loss_ce_4: 0.2728 loss_bbox_4: 0.1744 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:44] d2.utils.events INFO: eta: 13:30:46 iter: 276479 total_loss: 5.441 loss_ce: 0.2569 loss_bbox: 0.18 loss_giou: 0.3173 loss_ce_0: 0.4871 loss_bbox_0: 0.2991 loss_giou_0: 0.4993 loss_ce_1: 0.3607 loss_bbox_1: 0.2055 loss_giou_1: 0.36 loss_ce_2: 0.3056 loss_bbox_2: 0.1947 loss_giou_2: 0.3341 loss_ce_3: 0.2717 loss_bbox_3: 0.1895 loss_giou_3: 0.3231 loss_ce_4: 0.2589 loss_bbox_4: 0.1834 loss_giou_4: 0.3189 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:49] d2.utils.events INFO: eta: 13:30:51 iter: 276499 total_loss: 5.687 loss_ce: 0.2735 loss_bbox: 0.1778 loss_giou: 0.3414 loss_ce_0: 0.4751 loss_bbox_0: 0.3088 loss_giou_0: 0.5377 loss_ce_1: 0.3821 loss_bbox_1: 0.2124 loss_giou_1: 0.3867 loss_ce_2: 0.3258 loss_bbox_2: 0.1996 loss_giou_2: 0.3609 loss_ce_3: 0.2907 loss_bbox_3: 0.1882 loss_giou_3: 0.3483 loss_ce_4: 0.2793 loss_bbox_4: 0.181 loss_giou_4: 0.3443 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:45:55] d2.utils.events INFO: eta: 13:30:23 iter: 276519 total_loss: 5.352 loss_ce: 0.2573 loss_bbox: 0.1787 loss_giou: 0.3179 loss_ce_0: 0.4836 loss_bbox_0: 0.3038 loss_giou_0: 0.4948 loss_ce_1: 0.3684 loss_bbox_1: 0.2154 loss_giou_1: 0.3648 loss_ce_2: 0.307 loss_bbox_2: 0.1943 loss_giou_2: 0.3443 loss_ce_3: 0.265 loss_bbox_3: 0.1889 loss_giou_3: 0.3355 loss_ce_4: 0.2517 loss_bbox_4: 0.1846 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:01] d2.utils.events INFO: eta: 13:30:36 iter: 276539 total_loss: 5.459 loss_ce: 0.2653 loss_bbox: 0.1758 loss_giou: 0.3332 loss_ce_0: 0.4825 loss_bbox_0: 0.3162 loss_giou_0: 0.5362 loss_ce_1: 0.3922 loss_bbox_1: 0.219 loss_giou_1: 0.3985 loss_ce_2: 0.3138 loss_bbox_2: 0.1893 loss_giou_2: 0.3647 loss_ce_3: 0.2817 loss_bbox_3: 0.1891 loss_giou_3: 0.3481 loss_ce_4: 0.2726 loss_bbox_4: 0.1786 loss_giou_4: 0.3354 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:06] d2.utils.events INFO: eta: 13:30:30 iter: 276559 total_loss: 5.791 loss_ce: 0.2956 loss_bbox: 0.1797 loss_giou: 0.3233 loss_ce_0: 0.5104 loss_bbox_0: 0.316 loss_giou_0: 0.5141 loss_ce_1: 0.4054 loss_bbox_1: 0.2242 loss_giou_1: 0.3825 loss_ce_2: 0.3421 loss_bbox_2: 0.2029 loss_giou_2: 0.3474 loss_ce_3: 0.3041 loss_bbox_3: 0.1942 loss_giou_3: 0.3383 loss_ce_4: 0.2966 loss_bbox_4: 0.1857 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:12] d2.utils.events INFO: eta: 13:29:56 iter: 276579 total_loss: 5.746 loss_ce: 0.2777 loss_bbox: 0.1863 loss_giou: 0.3368 loss_ce_0: 0.5017 loss_bbox_0: 0.3209 loss_giou_0: 0.5331 loss_ce_1: 0.3882 loss_bbox_1: 0.2299 loss_giou_1: 0.3919 loss_ce_2: 0.3288 loss_bbox_2: 0.204 loss_giou_2: 0.3632 loss_ce_3: 0.2947 loss_bbox_3: 0.1964 loss_giou_3: 0.3439 loss_ce_4: 0.2821 loss_bbox_4: 0.1895 loss_giou_4: 0.3384 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:18] d2.utils.events INFO: eta: 13:29:43 iter: 276599 total_loss: 5.252 loss_ce: 0.2471 loss_bbox: 0.1656 loss_giou: 0.322 loss_ce_0: 0.4725 loss_bbox_0: 0.2841 loss_giou_0: 0.4978 loss_ce_1: 0.3673 loss_bbox_1: 0.1942 loss_giou_1: 0.3662 loss_ce_2: 0.3164 loss_bbox_2: 0.1718 loss_giou_2: 0.3424 loss_ce_3: 0.2726 loss_bbox_3: 0.1712 loss_giou_3: 0.3287 loss_ce_4: 0.2545 loss_bbox_4: 0.1682 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:23] d2.utils.events INFO: eta: 13:29:45 iter: 276619 total_loss: 5.398 loss_ce: 0.2676 loss_bbox: 0.1704 loss_giou: 0.3108 loss_ce_0: 0.4905 loss_bbox_0: 0.2973 loss_giou_0: 0.511 loss_ce_1: 0.3695 loss_bbox_1: 0.2086 loss_giou_1: 0.3687 loss_ce_2: 0.2991 loss_bbox_2: 0.1812 loss_giou_2: 0.3312 loss_ce_3: 0.2787 loss_bbox_3: 0.1815 loss_giou_3: 0.3234 loss_ce_4: 0.2784 loss_bbox_4: 0.178 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:29] d2.utils.events INFO: eta: 13:29:39 iter: 276639 total_loss: 5.494 loss_ce: 0.2711 loss_bbox: 0.1722 loss_giou: 0.3414 loss_ce_0: 0.4866 loss_bbox_0: 0.2934 loss_giou_0: 0.5202 loss_ce_1: 0.3784 loss_bbox_1: 0.2014 loss_giou_1: 0.3848 loss_ce_2: 0.3118 loss_bbox_2: 0.1835 loss_giou_2: 0.3623 loss_ce_3: 0.2835 loss_bbox_3: 0.1779 loss_giou_3: 0.3532 loss_ce_4: 0.2721 loss_bbox_4: 0.1758 loss_giou_4: 0.3465 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:35] d2.utils.events INFO: eta: 13:29:26 iter: 276659 total_loss: 5.415 loss_ce: 0.2754 loss_bbox: 0.1774 loss_giou: 0.3115 loss_ce_0: 0.4861 loss_bbox_0: 0.305 loss_giou_0: 0.4919 loss_ce_1: 0.3904 loss_bbox_1: 0.2096 loss_giou_1: 0.3505 loss_ce_2: 0.3299 loss_bbox_2: 0.1898 loss_giou_2: 0.3192 loss_ce_3: 0.2961 loss_bbox_3: 0.1854 loss_giou_3: 0.3199 loss_ce_4: 0.283 loss_bbox_4: 0.1794 loss_giou_4: 0.3145 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:40] d2.utils.events INFO: eta: 13:29:14 iter: 276679 total_loss: 5.526 loss_ce: 0.2804 loss_bbox: 0.166 loss_giou: 0.3136 loss_ce_0: 0.482 loss_bbox_0: 0.2966 loss_giou_0: 0.4905 loss_ce_1: 0.3896 loss_bbox_1: 0.2034 loss_giou_1: 0.3559 loss_ce_2: 0.3263 loss_bbox_2: 0.1805 loss_giou_2: 0.3317 loss_ce_3: 0.2985 loss_bbox_3: 0.1758 loss_giou_3: 0.324 loss_ce_4: 0.2879 loss_bbox_4: 0.1691 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:46] d2.utils.events INFO: eta: 13:29:08 iter: 276699 total_loss: 5.535 loss_ce: 0.28 loss_bbox: 0.1647 loss_giou: 0.3226 loss_ce_0: 0.4737 loss_bbox_0: 0.2989 loss_giou_0: 0.5188 loss_ce_1: 0.3715 loss_bbox_1: 0.2005 loss_giou_1: 0.3772 loss_ce_2: 0.328 loss_bbox_2: 0.1733 loss_giou_2: 0.3493 loss_ce_3: 0.2856 loss_bbox_3: 0.172 loss_giou_3: 0.3388 loss_ce_4: 0.2803 loss_bbox_4: 0.1648 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:52] d2.utils.events INFO: eta: 13:29:20 iter: 276719 total_loss: 5.379 loss_ce: 0.2711 loss_bbox: 0.1866 loss_giou: 0.33 loss_ce_0: 0.4591 loss_bbox_0: 0.3041 loss_giou_0: 0.5063 loss_ce_1: 0.3642 loss_bbox_1: 0.2202 loss_giou_1: 0.3842 loss_ce_2: 0.3103 loss_bbox_2: 0.2 loss_giou_2: 0.3479 loss_ce_3: 0.2871 loss_bbox_3: 0.1905 loss_giou_3: 0.3404 loss_ce_4: 0.2724 loss_bbox_4: 0.1879 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 11:46:57] d2.utils.events INFO: eta: 13:29:11 iter: 276739 total_loss: 5.17 loss_ce: 0.2439 loss_bbox: 0.1672 loss_giou: 0.3119 loss_ce_0: 0.4617 loss_bbox_0: 0.2882 loss_giou_0: 0.4873 loss_ce_1: 0.3419 loss_bbox_1: 0.1982 loss_giou_1: 0.3666 loss_ce_2: 0.289 loss_bbox_2: 0.1791 loss_giou_2: 0.3324 loss_ce_3: 0.2601 loss_bbox_3: 0.174 loss_giou_3: 0.3189 loss_ce_4: 0.2495 loss_bbox_4: 0.1681 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:03] d2.utils.events INFO: eta: 13:28:58 iter: 276759 total_loss: 5.529 loss_ce: 0.2738 loss_bbox: 0.1752 loss_giou: 0.3292 loss_ce_0: 0.5046 loss_bbox_0: 0.2966 loss_giou_0: 0.5102 loss_ce_1: 0.3832 loss_bbox_1: 0.2054 loss_giou_1: 0.3852 loss_ce_2: 0.3235 loss_bbox_2: 0.1881 loss_giou_2: 0.3557 loss_ce_3: 0.2956 loss_bbox_3: 0.1826 loss_giou_3: 0.3416 loss_ce_4: 0.2807 loss_bbox_4: 0.1776 loss_giou_4: 0.3361 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:09] d2.utils.events INFO: eta: 13:29:05 iter: 276779 total_loss: 5.36 loss_ce: 0.2762 loss_bbox: 0.1729 loss_giou: 0.3002 loss_ce_0: 0.4795 loss_bbox_0: 0.2964 loss_giou_0: 0.4922 loss_ce_1: 0.3751 loss_bbox_1: 0.2069 loss_giou_1: 0.3513 loss_ce_2: 0.3174 loss_bbox_2: 0.1831 loss_giou_2: 0.3213 loss_ce_3: 0.2838 loss_bbox_3: 0.1762 loss_giou_3: 0.3096 loss_ce_4: 0.2753 loss_bbox_4: 0.1743 loss_giou_4: 0.3072 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:14] d2.utils.events INFO: eta: 13:29:03 iter: 276799 total_loss: 5.765 loss_ce: 0.2926 loss_bbox: 0.1685 loss_giou: 0.3453 loss_ce_0: 0.5088 loss_bbox_0: 0.2912 loss_giou_0: 0.5379 loss_ce_1: 0.4063 loss_bbox_1: 0.2044 loss_giou_1: 0.3958 loss_ce_2: 0.3445 loss_bbox_2: 0.1876 loss_giou_2: 0.3717 loss_ce_3: 0.3138 loss_bbox_3: 0.1722 loss_giou_3: 0.3591 loss_ce_4: 0.2909 loss_bbox_4: 0.1672 loss_giou_4: 0.3512 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:20] d2.utils.events INFO: eta: 13:29:13 iter: 276819 total_loss: 5.34 loss_ce: 0.2585 loss_bbox: 0.1681 loss_giou: 0.3227 loss_ce_0: 0.4693 loss_bbox_0: 0.3006 loss_giou_0: 0.5039 loss_ce_1: 0.3562 loss_bbox_1: 0.1976 loss_giou_1: 0.3768 loss_ce_2: 0.3011 loss_bbox_2: 0.1799 loss_giou_2: 0.3519 loss_ce_3: 0.2756 loss_bbox_3: 0.1691 loss_giou_3: 0.3384 loss_ce_4: 0.2623 loss_bbox_4: 0.1645 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:26] d2.utils.events INFO: eta: 13:28:48 iter: 276839 total_loss: 5.508 loss_ce: 0.2599 loss_bbox: 0.1691 loss_giou: 0.3224 loss_ce_0: 0.4848 loss_bbox_0: 0.2948 loss_giou_0: 0.5253 loss_ce_1: 0.3728 loss_bbox_1: 0.1943 loss_giou_1: 0.3745 loss_ce_2: 0.3103 loss_bbox_2: 0.1856 loss_giou_2: 0.3433 loss_ce_3: 0.2733 loss_bbox_3: 0.1752 loss_giou_3: 0.3294 loss_ce_4: 0.2605 loss_bbox_4: 0.1721 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:31] d2.utils.events INFO: eta: 13:28:38 iter: 276859 total_loss: 5.576 loss_ce: 0.2737 loss_bbox: 0.1762 loss_giou: 0.346 loss_ce_0: 0.4879 loss_bbox_0: 0.3131 loss_giou_0: 0.5355 loss_ce_1: 0.3917 loss_bbox_1: 0.2186 loss_giou_1: 0.3974 loss_ce_2: 0.3319 loss_bbox_2: 0.1929 loss_giou_2: 0.3654 loss_ce_3: 0.2825 loss_bbox_3: 0.1832 loss_giou_3: 0.3601 loss_ce_4: 0.2766 loss_bbox_4: 0.186 loss_giou_4: 0.3525 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:37] d2.utils.events INFO: eta: 13:28:36 iter: 276879 total_loss: 5.008 loss_ce: 0.238 loss_bbox: 0.1682 loss_giou: 0.3063 loss_ce_0: 0.4618 loss_bbox_0: 0.3009 loss_giou_0: 0.4906 loss_ce_1: 0.3701 loss_bbox_1: 0.2095 loss_giou_1: 0.3565 loss_ce_2: 0.2967 loss_bbox_2: 0.1857 loss_giou_2: 0.3191 loss_ce_3: 0.2531 loss_bbox_3: 0.1807 loss_giou_3: 0.3171 loss_ce_4: 0.2448 loss_bbox_4: 0.1683 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:43] d2.utils.events INFO: eta: 13:28:55 iter: 276899 total_loss: 5.591 loss_ce: 0.2688 loss_bbox: 0.1697 loss_giou: 0.3369 loss_ce_0: 0.494 loss_bbox_0: 0.2909 loss_giou_0: 0.5202 loss_ce_1: 0.3941 loss_bbox_1: 0.205 loss_giou_1: 0.3862 loss_ce_2: 0.3248 loss_bbox_2: 0.1767 loss_giou_2: 0.3608 loss_ce_3: 0.2935 loss_bbox_3: 0.1768 loss_giou_3: 0.3461 loss_ce_4: 0.2773 loss_bbox_4: 0.1731 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:48] d2.utils.events INFO: eta: 13:29:04 iter: 276919 total_loss: 5.604 loss_ce: 0.2709 loss_bbox: 0.1648 loss_giou: 0.342 loss_ce_0: 0.5047 loss_bbox_0: 0.2881 loss_giou_0: 0.5417 loss_ce_1: 0.3927 loss_bbox_1: 0.203 loss_giou_1: 0.3989 loss_ce_2: 0.3233 loss_bbox_2: 0.176 loss_giou_2: 0.365 loss_ce_3: 0.288 loss_bbox_3: 0.1735 loss_giou_3: 0.3602 loss_ce_4: 0.2814 loss_bbox_4: 0.1697 loss_giou_4: 0.3483 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 11:47:54] d2.utils.events INFO: eta: 13:29:14 iter: 276939 total_loss: 5.286 loss_ce: 0.2732 loss_bbox: 0.1714 loss_giou: 0.3046 loss_ce_0: 0.4837 loss_bbox_0: 0.3014 loss_giou_0: 0.4943 loss_ce_1: 0.3781 loss_bbox_1: 0.2103 loss_giou_1: 0.3564 loss_ce_2: 0.3075 loss_bbox_2: 0.1872 loss_giou_2: 0.3276 loss_ce_3: 0.2901 loss_bbox_3: 0.1786 loss_giou_3: 0.315 loss_ce_4: 0.2727 loss_bbox_4: 0.1766 loss_giou_4: 0.3084 time: 0.2799 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:00] d2.utils.events INFO: eta: 13:29:15 iter: 276959 total_loss: 5.638 loss_ce: 0.2709 loss_bbox: 0.1731 loss_giou: 0.3469 loss_ce_0: 0.49 loss_bbox_0: 0.3022 loss_giou_0: 0.5357 loss_ce_1: 0.3882 loss_bbox_1: 0.2035 loss_giou_1: 0.4008 loss_ce_2: 0.3253 loss_bbox_2: 0.1881 loss_giou_2: 0.3718 loss_ce_3: 0.2999 loss_bbox_3: 0.1817 loss_giou_3: 0.3636 loss_ce_4: 0.2739 loss_bbox_4: 0.1756 loss_giou_4: 0.3542 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:05] d2.utils.events INFO: eta: 13:29:03 iter: 276979 total_loss: 5.649 loss_ce: 0.2761 loss_bbox: 0.1767 loss_giou: 0.3503 loss_ce_0: 0.4924 loss_bbox_0: 0.3113 loss_giou_0: 0.5344 loss_ce_1: 0.3722 loss_bbox_1: 0.2174 loss_giou_1: 0.4001 loss_ce_2: 0.314 loss_bbox_2: 0.1938 loss_giou_2: 0.3634 loss_ce_3: 0.2822 loss_bbox_3: 0.1874 loss_giou_3: 0.357 loss_ce_4: 0.2737 loss_bbox_4: 0.1808 loss_giou_4: 0.3536 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:11] d2.utils.events INFO: eta: 13:29:00 iter: 276999 total_loss: 5.321 loss_ce: 0.27 loss_bbox: 0.1737 loss_giou: 0.3063 loss_ce_0: 0.4805 loss_bbox_0: 0.2913 loss_giou_0: 0.4966 loss_ce_1: 0.3745 loss_bbox_1: 0.2067 loss_giou_1: 0.363 loss_ce_2: 0.3142 loss_bbox_2: 0.1897 loss_giou_2: 0.3276 loss_ce_3: 0.2871 loss_bbox_3: 0.1822 loss_giou_3: 0.3114 loss_ce_4: 0.2686 loss_bbox_4: 0.1774 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:17] d2.utils.events INFO: eta: 13:29:02 iter: 277019 total_loss: 5.595 loss_ce: 0.2796 loss_bbox: 0.1791 loss_giou: 0.3345 loss_ce_0: 0.4776 loss_bbox_0: 0.3005 loss_giou_0: 0.5146 loss_ce_1: 0.3815 loss_bbox_1: 0.2139 loss_giou_1: 0.3812 loss_ce_2: 0.3372 loss_bbox_2: 0.1905 loss_giou_2: 0.3502 loss_ce_3: 0.2987 loss_bbox_3: 0.1886 loss_giou_3: 0.348 loss_ce_4: 0.2889 loss_bbox_4: 0.1823 loss_giou_4: 0.3465 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:22] d2.utils.events INFO: eta: 13:28:46 iter: 277039 total_loss: 5.56 loss_ce: 0.2731 loss_bbox: 0.1808 loss_giou: 0.3448 loss_ce_0: 0.4905 loss_bbox_0: 0.3159 loss_giou_0: 0.53 loss_ce_1: 0.3827 loss_bbox_1: 0.2093 loss_giou_1: 0.3823 loss_ce_2: 0.3134 loss_bbox_2: 0.193 loss_giou_2: 0.3625 loss_ce_3: 0.2957 loss_bbox_3: 0.1881 loss_giou_3: 0.3487 loss_ce_4: 0.2786 loss_bbox_4: 0.1788 loss_giou_4: 0.3447 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:28] d2.utils.events INFO: eta: 13:28:41 iter: 277059 total_loss: 5.681 loss_ce: 0.2722 loss_bbox: 0.1677 loss_giou: 0.3244 loss_ce_0: 0.4856 loss_bbox_0: 0.3019 loss_giou_0: 0.535 loss_ce_1: 0.3927 loss_bbox_1: 0.2043 loss_giou_1: 0.3798 loss_ce_2: 0.3186 loss_bbox_2: 0.1748 loss_giou_2: 0.3383 loss_ce_3: 0.2856 loss_bbox_3: 0.1744 loss_giou_3: 0.3313 loss_ce_4: 0.2731 loss_bbox_4: 0.1684 loss_giou_4: 0.3284 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:34] d2.utils.events INFO: eta: 13:28:31 iter: 277079 total_loss: 5.384 loss_ce: 0.2535 loss_bbox: 0.1709 loss_giou: 0.3272 loss_ce_0: 0.4682 loss_bbox_0: 0.2903 loss_giou_0: 0.5013 loss_ce_1: 0.3486 loss_bbox_1: 0.2082 loss_giou_1: 0.3839 loss_ce_2: 0.2933 loss_bbox_2: 0.1844 loss_giou_2: 0.3476 loss_ce_3: 0.272 loss_bbox_3: 0.1789 loss_giou_3: 0.338 loss_ce_4: 0.2594 loss_bbox_4: 0.1729 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:39] d2.utils.events INFO: eta: 13:28:21 iter: 277099 total_loss: 5.625 loss_ce: 0.2804 loss_bbox: 0.1907 loss_giou: 0.3281 loss_ce_0: 0.4957 loss_bbox_0: 0.3143 loss_giou_0: 0.5038 loss_ce_1: 0.3876 loss_bbox_1: 0.2321 loss_giou_1: 0.3792 loss_ce_2: 0.3267 loss_bbox_2: 0.2089 loss_giou_2: 0.3451 loss_ce_3: 0.2933 loss_bbox_3: 0.1989 loss_giou_3: 0.34 loss_ce_4: 0.2828 loss_bbox_4: 0.1934 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:45] d2.utils.events INFO: eta: 13:28:11 iter: 277119 total_loss: 5.494 loss_ce: 0.2822 loss_bbox: 0.1805 loss_giou: 0.3072 loss_ce_0: 0.5011 loss_bbox_0: 0.3096 loss_giou_0: 0.4781 loss_ce_1: 0.3927 loss_bbox_1: 0.2167 loss_giou_1: 0.3535 loss_ce_2: 0.3291 loss_bbox_2: 0.201 loss_giou_2: 0.3342 loss_ce_3: 0.2984 loss_bbox_3: 0.1885 loss_giou_3: 0.319 loss_ce_4: 0.2824 loss_bbox_4: 0.1831 loss_giou_4: 0.3131 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:51] d2.utils.events INFO: eta: 13:28:03 iter: 277139 total_loss: 5.571 loss_ce: 0.2759 loss_bbox: 0.178 loss_giou: 0.3281 loss_ce_0: 0.4784 loss_bbox_0: 0.306 loss_giou_0: 0.5125 loss_ce_1: 0.3832 loss_bbox_1: 0.2024 loss_giou_1: 0.3706 loss_ce_2: 0.3272 loss_bbox_2: 0.1841 loss_giou_2: 0.3411 loss_ce_3: 0.2914 loss_bbox_3: 0.1784 loss_giou_3: 0.3307 loss_ce_4: 0.2804 loss_bbox_4: 0.1761 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:48:56] d2.utils.events INFO: eta: 13:27:50 iter: 277159 total_loss: 5.377 loss_ce: 0.2656 loss_bbox: 0.1673 loss_giou: 0.3132 loss_ce_0: 0.4843 loss_bbox_0: 0.2939 loss_giou_0: 0.5037 loss_ce_1: 0.3729 loss_bbox_1: 0.2084 loss_giou_1: 0.3672 loss_ce_2: 0.3164 loss_bbox_2: 0.1839 loss_giou_2: 0.3395 loss_ce_3: 0.2743 loss_bbox_3: 0.1746 loss_giou_3: 0.3206 loss_ce_4: 0.2622 loss_bbox_4: 0.1689 loss_giou_4: 0.3114 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:02] d2.utils.events INFO: eta: 13:27:36 iter: 277179 total_loss: 5.252 loss_ce: 0.2523 loss_bbox: 0.1795 loss_giou: 0.3285 loss_ce_0: 0.4704 loss_bbox_0: 0.292 loss_giou_0: 0.49 loss_ce_1: 0.3542 loss_bbox_1: 0.2027 loss_giou_1: 0.364 loss_ce_2: 0.294 loss_bbox_2: 0.1849 loss_giou_2: 0.3452 loss_ce_3: 0.2659 loss_bbox_3: 0.1813 loss_giou_3: 0.337 loss_ce_4: 0.2468 loss_bbox_4: 0.1834 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:08] d2.utils.events INFO: eta: 13:27:27 iter: 277199 total_loss: 5.375 loss_ce: 0.27 loss_bbox: 0.1836 loss_giou: 0.2948 loss_ce_0: 0.4661 loss_bbox_0: 0.3014 loss_giou_0: 0.4668 loss_ce_1: 0.3774 loss_bbox_1: 0.2175 loss_giou_1: 0.3407 loss_ce_2: 0.323 loss_bbox_2: 0.1978 loss_giou_2: 0.3105 loss_ce_3: 0.2833 loss_bbox_3: 0.1944 loss_giou_3: 0.3029 loss_ce_4: 0.2734 loss_bbox_4: 0.1876 loss_giou_4: 0.2961 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:13] d2.utils.events INFO: eta: 13:27:12 iter: 277219 total_loss: 5.399 loss_ce: 0.2601 loss_bbox: 0.1674 loss_giou: 0.321 loss_ce_0: 0.487 loss_bbox_0: 0.284 loss_giou_0: 0.4804 loss_ce_1: 0.3639 loss_bbox_1: 0.2055 loss_giou_1: 0.3544 loss_ce_2: 0.3015 loss_bbox_2: 0.1744 loss_giou_2: 0.3265 loss_ce_3: 0.278 loss_bbox_3: 0.1749 loss_giou_3: 0.3216 loss_ce_4: 0.2722 loss_bbox_4: 0.1702 loss_giou_4: 0.3178 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:19] d2.utils.events INFO: eta: 13:27:01 iter: 277239 total_loss: 5.389 loss_ce: 0.2682 loss_bbox: 0.1684 loss_giou: 0.3261 loss_ce_0: 0.4876 loss_bbox_0: 0.2965 loss_giou_0: 0.5017 loss_ce_1: 0.3966 loss_bbox_1: 0.2101 loss_giou_1: 0.3714 loss_ce_2: 0.3161 loss_bbox_2: 0.1829 loss_giou_2: 0.3466 loss_ce_3: 0.2754 loss_bbox_3: 0.1753 loss_giou_3: 0.3334 loss_ce_4: 0.2696 loss_bbox_4: 0.171 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:25] d2.utils.events INFO: eta: 13:26:57 iter: 277259 total_loss: 5.299 loss_ce: 0.256 loss_bbox: 0.1683 loss_giou: 0.3421 loss_ce_0: 0.4932 loss_bbox_0: 0.2878 loss_giou_0: 0.514 loss_ce_1: 0.3738 loss_bbox_1: 0.208 loss_giou_1: 0.3847 loss_ce_2: 0.2963 loss_bbox_2: 0.1807 loss_giou_2: 0.3559 loss_ce_3: 0.2728 loss_bbox_3: 0.1796 loss_giou_3: 0.3442 loss_ce_4: 0.2617 loss_bbox_4: 0.1733 loss_giou_4: 0.3411 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:30] d2.utils.events INFO: eta: 13:26:36 iter: 277279 total_loss: 5.284 loss_ce: 0.2757 loss_bbox: 0.1698 loss_giou: 0.3165 loss_ce_0: 0.4674 loss_bbox_0: 0.2898 loss_giou_0: 0.494 loss_ce_1: 0.3645 loss_bbox_1: 0.2039 loss_giou_1: 0.3592 loss_ce_2: 0.3169 loss_bbox_2: 0.1874 loss_giou_2: 0.333 loss_ce_3: 0.2845 loss_bbox_3: 0.1758 loss_giou_3: 0.321 loss_ce_4: 0.2718 loss_bbox_4: 0.171 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:36] d2.utils.events INFO: eta: 13:26:38 iter: 277299 total_loss: 5.46 loss_ce: 0.2829 loss_bbox: 0.1831 loss_giou: 0.3336 loss_ce_0: 0.4767 loss_bbox_0: 0.2928 loss_giou_0: 0.4924 loss_ce_1: 0.3739 loss_bbox_1: 0.2162 loss_giou_1: 0.3691 loss_ce_2: 0.3245 loss_bbox_2: 0.1913 loss_giou_2: 0.3417 loss_ce_3: 0.2916 loss_bbox_3: 0.1852 loss_giou_3: 0.337 loss_ce_4: 0.2796 loss_bbox_4: 0.1803 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:42] d2.utils.events INFO: eta: 13:26:14 iter: 277319 total_loss: 5.366 loss_ce: 0.2455 loss_bbox: 0.1803 loss_giou: 0.33 loss_ce_0: 0.4766 loss_bbox_0: 0.3007 loss_giou_0: 0.4871 loss_ce_1: 0.3577 loss_bbox_1: 0.2173 loss_giou_1: 0.3585 loss_ce_2: 0.299 loss_bbox_2: 0.1991 loss_giou_2: 0.345 loss_ce_3: 0.2685 loss_bbox_3: 0.1925 loss_giou_3: 0.3331 loss_ce_4: 0.2555 loss_bbox_4: 0.1839 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:47] d2.utils.events INFO: eta: 13:26:26 iter: 277339 total_loss: 5.496 loss_ce: 0.2596 loss_bbox: 0.1825 loss_giou: 0.3277 loss_ce_0: 0.4835 loss_bbox_0: 0.3014 loss_giou_0: 0.517 loss_ce_1: 0.3741 loss_bbox_1: 0.2184 loss_giou_1: 0.3784 loss_ce_2: 0.3181 loss_bbox_2: 0.1943 loss_giou_2: 0.3429 loss_ce_3: 0.2744 loss_bbox_3: 0.1867 loss_giou_3: 0.3245 loss_ce_4: 0.2574 loss_bbox_4: 0.1847 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:53] d2.utils.events INFO: eta: 13:26:03 iter: 277359 total_loss: 5.278 loss_ce: 0.2643 loss_bbox: 0.1725 loss_giou: 0.3159 loss_ce_0: 0.4853 loss_bbox_0: 0.2905 loss_giou_0: 0.4992 loss_ce_1: 0.3715 loss_bbox_1: 0.2037 loss_giou_1: 0.3663 loss_ce_2: 0.3131 loss_bbox_2: 0.1852 loss_giou_2: 0.3351 loss_ce_3: 0.2867 loss_bbox_3: 0.1768 loss_giou_3: 0.3263 loss_ce_4: 0.2648 loss_bbox_4: 0.1733 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 11:49:58] d2.utils.events INFO: eta: 13:25:55 iter: 277379 total_loss: 5.192 loss_ce: 0.2386 loss_bbox: 0.1769 loss_giou: 0.314 loss_ce_0: 0.471 loss_bbox_0: 0.2978 loss_giou_0: 0.4925 loss_ce_1: 0.3441 loss_bbox_1: 0.2058 loss_giou_1: 0.3649 loss_ce_2: 0.2791 loss_bbox_2: 0.192 loss_giou_2: 0.3342 loss_ce_3: 0.2432 loss_bbox_3: 0.1806 loss_giou_3: 0.3205 loss_ce_4: 0.2365 loss_bbox_4: 0.1787 loss_giou_4: 0.3125 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:04] d2.utils.events INFO: eta: 13:26:16 iter: 277399 total_loss: 5.515 loss_ce: 0.2732 loss_bbox: 0.1733 loss_giou: 0.3178 loss_ce_0: 0.4768 loss_bbox_0: 0.2933 loss_giou_0: 0.5025 loss_ce_1: 0.3781 loss_bbox_1: 0.2027 loss_giou_1: 0.3695 loss_ce_2: 0.3186 loss_bbox_2: 0.1817 loss_giou_2: 0.3343 loss_ce_3: 0.2817 loss_bbox_3: 0.1781 loss_giou_3: 0.3276 loss_ce_4: 0.2709 loss_bbox_4: 0.1776 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:10] d2.utils.events INFO: eta: 13:26:12 iter: 277419 total_loss: 5.345 loss_ce: 0.2668 loss_bbox: 0.167 loss_giou: 0.3349 loss_ce_0: 0.4842 loss_bbox_0: 0.2969 loss_giou_0: 0.5295 loss_ce_1: 0.3793 loss_bbox_1: 0.2037 loss_giou_1: 0.3883 loss_ce_2: 0.3121 loss_bbox_2: 0.1832 loss_giou_2: 0.358 loss_ce_3: 0.2802 loss_bbox_3: 0.1754 loss_giou_3: 0.3471 loss_ce_4: 0.2682 loss_bbox_4: 0.1692 loss_giou_4: 0.344 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:16] d2.utils.events INFO: eta: 13:26:08 iter: 277439 total_loss: 5.465 loss_ce: 0.2621 loss_bbox: 0.1796 loss_giou: 0.3134 loss_ce_0: 0.4737 loss_bbox_0: 0.296 loss_giou_0: 0.4829 loss_ce_1: 0.3675 loss_bbox_1: 0.2103 loss_giou_1: 0.3505 loss_ce_2: 0.3116 loss_bbox_2: 0.1819 loss_giou_2: 0.3192 loss_ce_3: 0.272 loss_bbox_3: 0.1831 loss_giou_3: 0.3221 loss_ce_4: 0.2595 loss_bbox_4: 0.1812 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:21] d2.utils.events INFO: eta: 13:26:14 iter: 277459 total_loss: 5.456 loss_ce: 0.2778 loss_bbox: 0.16 loss_giou: 0.3469 loss_ce_0: 0.4878 loss_bbox_0: 0.2877 loss_giou_0: 0.5351 loss_ce_1: 0.3734 loss_bbox_1: 0.1942 loss_giou_1: 0.402 loss_ce_2: 0.3126 loss_bbox_2: 0.1774 loss_giou_2: 0.3727 loss_ce_3: 0.2893 loss_bbox_3: 0.1707 loss_giou_3: 0.3631 loss_ce_4: 0.2867 loss_bbox_4: 0.1661 loss_giou_4: 0.3587 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:27] d2.utils.events INFO: eta: 13:26:04 iter: 277479 total_loss: 5.572 loss_ce: 0.2787 loss_bbox: 0.174 loss_giou: 0.3286 loss_ce_0: 0.473 loss_bbox_0: 0.3016 loss_giou_0: 0.5152 loss_ce_1: 0.3765 loss_bbox_1: 0.2144 loss_giou_1: 0.381 loss_ce_2: 0.3323 loss_bbox_2: 0.1945 loss_giou_2: 0.3538 loss_ce_3: 0.2924 loss_bbox_3: 0.1838 loss_giou_3: 0.337 loss_ce_4: 0.2786 loss_bbox_4: 0.1821 loss_giou_4: 0.3315 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:33] d2.utils.events INFO: eta: 13:25:56 iter: 277499 total_loss: 5.47 loss_ce: 0.2569 loss_bbox: 0.1793 loss_giou: 0.32 loss_ce_0: 0.4709 loss_bbox_0: 0.3081 loss_giou_0: 0.5043 loss_ce_1: 0.3787 loss_bbox_1: 0.2111 loss_giou_1: 0.3646 loss_ce_2: 0.3098 loss_bbox_2: 0.1926 loss_giou_2: 0.3351 loss_ce_3: 0.2725 loss_bbox_3: 0.184 loss_giou_3: 0.3281 loss_ce_4: 0.2553 loss_bbox_4: 0.1809 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:38] d2.utils.events INFO: eta: 13:26:05 iter: 277519 total_loss: 5.408 loss_ce: 0.2516 loss_bbox: 0.1688 loss_giou: 0.3279 loss_ce_0: 0.4614 loss_bbox_0: 0.2909 loss_giou_0: 0.498 loss_ce_1: 0.3515 loss_bbox_1: 0.2013 loss_giou_1: 0.3674 loss_ce_2: 0.299 loss_bbox_2: 0.1858 loss_giou_2: 0.3468 loss_ce_3: 0.2542 loss_bbox_3: 0.1791 loss_giou_3: 0.3351 loss_ce_4: 0.2559 loss_bbox_4: 0.1755 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:44] d2.utils.events INFO: eta: 13:25:52 iter: 277539 total_loss: 5.483 loss_ce: 0.2564 loss_bbox: 0.1891 loss_giou: 0.3348 loss_ce_0: 0.4597 loss_bbox_0: 0.3134 loss_giou_0: 0.4992 loss_ce_1: 0.3525 loss_bbox_1: 0.2196 loss_giou_1: 0.3744 loss_ce_2: 0.3027 loss_bbox_2: 0.1993 loss_giou_2: 0.3438 loss_ce_3: 0.2695 loss_bbox_3: 0.1907 loss_giou_3: 0.3371 loss_ce_4: 0.2574 loss_bbox_4: 0.1905 loss_giou_4: 0.3417 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:50] d2.utils.events INFO: eta: 13:25:59 iter: 277559 total_loss: 5.592 loss_ce: 0.2518 loss_bbox: 0.171 loss_giou: 0.329 loss_ce_0: 0.4826 loss_bbox_0: 0.3006 loss_giou_0: 0.4961 loss_ce_1: 0.3733 loss_bbox_1: 0.2172 loss_giou_1: 0.3723 loss_ce_2: 0.3148 loss_bbox_2: 0.193 loss_giou_2: 0.3387 loss_ce_3: 0.2704 loss_bbox_3: 0.191 loss_giou_3: 0.3349 loss_ce_4: 0.2562 loss_bbox_4: 0.1753 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 11:50:55] d2.utils.events INFO: eta: 13:26:03 iter: 277579 total_loss: 5.271 loss_ce: 0.2439 loss_bbox: 0.1655 loss_giou: 0.3358 loss_ce_0: 0.4688 loss_bbox_0: 0.2909 loss_giou_0: 0.5166 loss_ce_1: 0.351 loss_bbox_1: 0.2017 loss_giou_1: 0.3794 loss_ce_2: 0.2841 loss_bbox_2: 0.1815 loss_giou_2: 0.3484 loss_ce_3: 0.2538 loss_bbox_3: 0.1743 loss_giou_3: 0.3406 loss_ce_4: 0.2441 loss_bbox_4: 0.1665 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:01] d2.utils.events INFO: eta: 13:26:23 iter: 277599 total_loss: 5.281 loss_ce: 0.2489 loss_bbox: 0.173 loss_giou: 0.3112 loss_ce_0: 0.4664 loss_bbox_0: 0.2895 loss_giou_0: 0.4857 loss_ce_1: 0.3683 loss_bbox_1: 0.2032 loss_giou_1: 0.363 loss_ce_2: 0.2904 loss_bbox_2: 0.1851 loss_giou_2: 0.3242 loss_ce_3: 0.2622 loss_bbox_3: 0.1833 loss_giou_3: 0.3184 loss_ce_4: 0.254 loss_bbox_4: 0.179 loss_giou_4: 0.3163 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:07] d2.utils.events INFO: eta: 13:26:19 iter: 277619 total_loss: 5.343 loss_ce: 0.2598 loss_bbox: 0.1718 loss_giou: 0.3298 loss_ce_0: 0.4725 loss_bbox_0: 0.2861 loss_giou_0: 0.5103 loss_ce_1: 0.3462 loss_bbox_1: 0.1987 loss_giou_1: 0.3742 loss_ce_2: 0.2958 loss_bbox_2: 0.1879 loss_giou_2: 0.3503 loss_ce_3: 0.2679 loss_bbox_3: 0.1782 loss_giou_3: 0.3338 loss_ce_4: 0.2576 loss_bbox_4: 0.1727 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:12] d2.utils.events INFO: eta: 13:26:14 iter: 277639 total_loss: 5.508 loss_ce: 0.2722 loss_bbox: 0.1784 loss_giou: 0.3219 loss_ce_0: 0.489 loss_bbox_0: 0.296 loss_giou_0: 0.4932 loss_ce_1: 0.3707 loss_bbox_1: 0.2065 loss_giou_1: 0.3693 loss_ce_2: 0.3168 loss_bbox_2: 0.1909 loss_giou_2: 0.3418 loss_ce_3: 0.2847 loss_bbox_3: 0.1817 loss_giou_3: 0.3338 loss_ce_4: 0.2744 loss_bbox_4: 0.182 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:18] d2.utils.events INFO: eta: 13:26:27 iter: 277659 total_loss: 5.535 loss_ce: 0.2787 loss_bbox: 0.1755 loss_giou: 0.3425 loss_ce_0: 0.4779 loss_bbox_0: 0.2944 loss_giou_0: 0.5276 loss_ce_1: 0.3839 loss_bbox_1: 0.2119 loss_giou_1: 0.3909 loss_ce_2: 0.3232 loss_bbox_2: 0.1869 loss_giou_2: 0.3578 loss_ce_3: 0.2914 loss_bbox_3: 0.1809 loss_giou_3: 0.352 loss_ce_4: 0.2818 loss_bbox_4: 0.1829 loss_giou_4: 0.3444 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:24] d2.utils.events INFO: eta: 13:26:31 iter: 277679 total_loss: 5.691 loss_ce: 0.2658 loss_bbox: 0.1907 loss_giou: 0.3394 loss_ce_0: 0.488 loss_bbox_0: 0.314 loss_giou_0: 0.5291 loss_ce_1: 0.368 loss_bbox_1: 0.2244 loss_giou_1: 0.3996 loss_ce_2: 0.3148 loss_bbox_2: 0.2 loss_giou_2: 0.3661 loss_ce_3: 0.2929 loss_bbox_3: 0.1915 loss_giou_3: 0.3589 loss_ce_4: 0.2786 loss_bbox_4: 0.1888 loss_giou_4: 0.3419 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:30] d2.utils.events INFO: eta: 13:26:21 iter: 277699 total_loss: 5.357 loss_ce: 0.2668 loss_bbox: 0.1818 loss_giou: 0.336 loss_ce_0: 0.4661 loss_bbox_0: 0.305 loss_giou_0: 0.5075 loss_ce_1: 0.3764 loss_bbox_1: 0.215 loss_giou_1: 0.3712 loss_ce_2: 0.3111 loss_bbox_2: 0.1937 loss_giou_2: 0.3474 loss_ce_3: 0.2827 loss_bbox_3: 0.1913 loss_giou_3: 0.3376 loss_ce_4: 0.269 loss_bbox_4: 0.1845 loss_giou_4: 0.3413 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:35] d2.utils.events INFO: eta: 13:26:14 iter: 277719 total_loss: 5.415 loss_ce: 0.2645 loss_bbox: 0.1715 loss_giou: 0.3061 loss_ce_0: 0.4748 loss_bbox_0: 0.2919 loss_giou_0: 0.4897 loss_ce_1: 0.3754 loss_bbox_1: 0.2021 loss_giou_1: 0.3577 loss_ce_2: 0.3211 loss_bbox_2: 0.1781 loss_giou_2: 0.3327 loss_ce_3: 0.2742 loss_bbox_3: 0.18 loss_giou_3: 0.322 loss_ce_4: 0.2671 loss_bbox_4: 0.1736 loss_giou_4: 0.3082 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:41] d2.utils.events INFO: eta: 13:26:08 iter: 277739 total_loss: 5.681 loss_ce: 0.2821 loss_bbox: 0.1728 loss_giou: 0.3342 loss_ce_0: 0.4922 loss_bbox_0: 0.2929 loss_giou_0: 0.5332 loss_ce_1: 0.3956 loss_bbox_1: 0.2112 loss_giou_1: 0.3888 loss_ce_2: 0.3209 loss_bbox_2: 0.1916 loss_giou_2: 0.3596 loss_ce_3: 0.292 loss_bbox_3: 0.1776 loss_giou_3: 0.3412 loss_ce_4: 0.2847 loss_bbox_4: 0.1756 loss_giou_4: 0.3365 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:47] d2.utils.events INFO: eta: 13:25:59 iter: 277759 total_loss: 5.417 loss_ce: 0.2588 loss_bbox: 0.1699 loss_giou: 0.3327 loss_ce_0: 0.476 loss_bbox_0: 0.2896 loss_giou_0: 0.5169 loss_ce_1: 0.3512 loss_bbox_1: 0.2143 loss_giou_1: 0.3988 loss_ce_2: 0.3005 loss_bbox_2: 0.188 loss_giou_2: 0.3548 loss_ce_3: 0.2705 loss_bbox_3: 0.1803 loss_giou_3: 0.3441 loss_ce_4: 0.2584 loss_bbox_4: 0.1722 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:52] d2.utils.events INFO: eta: 13:25:53 iter: 277779 total_loss: 5.596 loss_ce: 0.2812 loss_bbox: 0.1828 loss_giou: 0.3271 loss_ce_0: 0.5111 loss_bbox_0: 0.3111 loss_giou_0: 0.5097 loss_ce_1: 0.3987 loss_bbox_1: 0.2118 loss_giou_1: 0.3791 loss_ce_2: 0.3395 loss_bbox_2: 0.1904 loss_giou_2: 0.3433 loss_ce_3: 0.299 loss_bbox_3: 0.1885 loss_giou_3: 0.3334 loss_ce_4: 0.2845 loss_bbox_4: 0.1802 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 11:51:58] d2.utils.events INFO: eta: 13:25:35 iter: 277799 total_loss: 5.48 loss_ce: 0.2682 loss_bbox: 0.1735 loss_giou: 0.3268 loss_ce_0: 0.4828 loss_bbox_0: 0.2934 loss_giou_0: 0.5177 loss_ce_1: 0.378 loss_bbox_1: 0.216 loss_giou_1: 0.3775 loss_ce_2: 0.3139 loss_bbox_2: 0.1977 loss_giou_2: 0.3508 loss_ce_3: 0.2736 loss_bbox_3: 0.1901 loss_giou_3: 0.3294 loss_ce_4: 0.2703 loss_bbox_4: 0.1808 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 11:52:03] d2.utils.events INFO: eta: 13:25:28 iter: 277819 total_loss: 5.381 loss_ce: 0.2758 loss_bbox: 0.1846 loss_giou: 0.3125 loss_ce_0: 0.4849 loss_bbox_0: 0.311 loss_giou_0: 0.4885 loss_ce_1: 0.3832 loss_bbox_1: 0.2242 loss_giou_1: 0.3569 loss_ce_2: 0.3071 loss_bbox_2: 0.2001 loss_giou_2: 0.3345 loss_ce_3: 0.2828 loss_bbox_3: 0.1973 loss_giou_3: 0.3226 loss_ce_4: 0.2799 loss_bbox_4: 0.1892 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 11:52:09] d2.utils.events INFO: eta: 13:25:18 iter: 277839 total_loss: 5.773 loss_ce: 0.2959 loss_bbox: 0.187 loss_giou: 0.3497 loss_ce_0: 0.4878 loss_bbox_0: 0.3139 loss_giou_0: 0.5461 loss_ce_1: 0.3871 loss_bbox_1: 0.2177 loss_giou_1: 0.4073 loss_ce_2: 0.3203 loss_bbox_2: 0.2022 loss_giou_2: 0.3665 loss_ce_3: 0.2976 loss_bbox_3: 0.1876 loss_giou_3: 0.3534 loss_ce_4: 0.289 loss_bbox_4: 0.1882 loss_giou_4: 0.3522 time: 0.2799 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 11:52:15] d2.utils.events INFO: eta: 13:25:10 iter: 277859 total_loss: 5.524 loss_ce: 0.2629 loss_bbox: 0.1824 loss_giou: 0.3316 loss_ce_0: 0.4759 loss_bbox_0: 0.3022 loss_giou_0: 0.5079 loss_ce_1: 0.3713 loss_bbox_1: 0.2141 loss_giou_1: 0.3703 loss_ce_2: 0.3104 loss_bbox_2: 0.1977 loss_giou_2: 0.347 loss_ce_3: 0.2778 loss_bbox_3: 0.1917 loss_giou_3: 0.3342 loss_ce_4: 0.2684 loss_bbox_4: 0.187 loss_giou_4: 0.3319 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 11:52:20] d2.utils.events INFO: eta: 13:24:55 iter: 277879 total_loss: 5.659 loss_ce: 0.2835 loss_bbox: 0.1699 loss_giou: 0.3382 loss_ce_0: 0.5115 loss_bbox_0: 0.3033 loss_giou_0: 0.5284 loss_ce_1: 0.4012 loss_bbox_1: 0.2096 loss_giou_1: 0.3996 loss_ce_2: 0.33 loss_bbox_2: 0.1796 loss_giou_2: 0.366 loss_ce_3: 0.3007 loss_bbox_3: 0.1796 loss_giou_3: 0.3563 loss_ce_4: 0.2846 loss_bbox_4: 0.1759 loss_giou_4: 0.3484 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 11:52:26] d2.utils.events INFO: eta: 13:24:24 iter: 277899 total_loss: 5.41 loss_ce: 0.2502 loss_bbox: 0.1751 loss_giou: 0.3289 loss_ce_0: 0.4681 loss_bbox_0: 0.2923 loss_giou_0: 0.5133 loss_ce_1: 0.3559 loss_bbox_1: 0.2047 loss_giou_1: 0.3843 loss_ce_2: 0.2968 loss_bbox_2: 0.1881 loss_giou_2: 0.3485 loss_ce_3: 0.2656 loss_bbox_3: 0.1822 loss_giou_3: 0.3413 loss_ce_4: 0.2529 loss_bbox_4: 0.1758 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 11:52:32] d2.utils.events INFO: eta: 13:24:05 iter: 277919 total_loss: 5.332 loss_ce: 0.2582 loss_bbox: 0.1685 loss_giou: 0.3305 loss_ce_0: 0.4868 loss_bbox_0: 0.2876 loss_giou_0: 0.5066 loss_ce_1: 0.3792 loss_bbox_1: 0.2063 loss_giou_1: 0.3621 loss_ce_2: 0.3231 loss_bbox_2: 0.1821 loss_giou_2: 0.3424 loss_ce_3: 0.2761 loss_bbox_3: 0.1786 loss_giou_3: 0.3356 loss_ce_4: 0.2661 loss_bbox_4: 0.1696 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/03 11:52:37] d2.utils.events INFO: eta: 13:23:52 iter: 277939 total_loss: 5.425 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0.5181 loss_ce_1: 0.3796 loss_bbox_1: 0.218 loss_giou_1: 0.3909 loss_ce_2: 0.3197 loss_bbox_2: 0.191 loss_giou_2: 0.3544 loss_ce_3: 0.2907 loss_bbox_3: 0.1853 loss_giou_3: 0.3408 loss_ce_4: 0.2876 loss_bbox_4: 0.1762 loss_giou_4: 0.3313 time: 0.2799 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 11:53:17] d2.utils.events INFO: eta: 13:23:09 iter: 278079 total_loss: 5.389 loss_ce: 0.2735 loss_bbox: 0.1835 loss_giou: 0.3083 loss_ce_0: 0.4797 loss_bbox_0: 0.3051 loss_giou_0: 0.4652 loss_ce_1: 0.3704 loss_bbox_1: 0.2143 loss_giou_1: 0.3522 loss_ce_2: 0.3134 loss_bbox_2: 0.1937 loss_giou_2: 0.3279 loss_ce_3: 0.281 loss_bbox_3: 0.1895 loss_giou_3: 0.3176 loss_ce_4: 0.2768 loss_bbox_4: 0.1838 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 11:53:22] d2.utils.events INFO: eta: 13:22:49 iter: 278099 total_loss: 5.321 loss_ce: 0.2496 loss_bbox: 0.1593 loss_giou: 0.313 loss_ce_0: 0.4683 loss_bbox_0: 0.2755 loss_giou_0: 0.4879 loss_ce_1: 0.367 loss_bbox_1: 0.1933 loss_giou_1: 0.3571 loss_ce_2: 0.3008 loss_bbox_2: 0.1744 loss_giou_2: 0.3382 loss_ce_3: 0.2679 loss_bbox_3: 0.1647 loss_giou_3: 0.322 loss_ce_4: 0.253 loss_bbox_4: 0.1611 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 11:53:28] d2.utils.events INFO: eta: 13:22:16 iter: 278119 total_loss: 5.368 loss_ce: 0.2735 loss_bbox: 0.1758 loss_giou: 0.3086 loss_ce_0: 0.4821 loss_bbox_0: 0.3062 loss_giou_0: 0.4939 loss_ce_1: 0.3766 loss_bbox_1: 0.2033 loss_giou_1: 0.3596 loss_ce_2: 0.3081 loss_bbox_2: 0.1851 loss_giou_2: 0.3264 loss_ce_3: 0.2777 loss_bbox_3: 0.1823 loss_giou_3: 0.3153 loss_ce_4: 0.2738 loss_bbox_4: 0.1764 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 11:53:34] d2.utils.events INFO: eta: 13:21:49 iter: 278139 total_loss: 5.641 loss_ce: 0.278 loss_bbox: 0.1784 loss_giou: 0.3485 loss_ce_0: 0.4944 loss_bbox_0: 0.2875 loss_giou_0: 0.529 loss_ce_1: 0.3781 loss_bbox_1: 0.2101 loss_giou_1: 0.3975 loss_ce_2: 0.3177 loss_bbox_2: 0.1923 loss_giou_2: 0.3652 loss_ce_3: 0.293 loss_bbox_3: 0.1837 loss_giou_3: 0.3571 loss_ce_4: 0.2781 loss_bbox_4: 0.1811 loss_giou_4: 0.3479 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 11:53:39] d2.utils.events INFO: eta: 13:21:26 iter: 278159 total_loss: 5.376 loss_ce: 0.2648 loss_bbox: 0.1745 loss_giou: 0.3154 loss_ce_0: 0.4959 loss_bbox_0: 0.3002 loss_giou_0: 0.5097 loss_ce_1: 0.3762 loss_bbox_1: 0.2032 loss_giou_1: 0.366 loss_ce_2: 0.3213 loss_bbox_2: 0.1887 loss_giou_2: 0.331 loss_ce_3: 0.282 loss_bbox_3: 0.1832 loss_giou_3: 0.3323 loss_ce_4: 0.2715 loss_bbox_4: 0.1819 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 11:53:45] d2.utils.events INFO: eta: 13:21:10 iter: 278179 total_loss: 5.573 loss_ce: 0.2876 loss_bbox: 0.1851 loss_giou: 0.3234 loss_ce_0: 0.5074 loss_bbox_0: 0.3203 loss_giou_0: 0.4975 loss_ce_1: 0.3926 loss_bbox_1: 0.2217 loss_giou_1: 0.3651 loss_ce_2: 0.3297 loss_bbox_2: 0.2047 loss_giou_2: 0.3415 loss_ce_3: 0.3046 loss_bbox_3: 0.1977 loss_giou_3: 0.3295 loss_ce_4: 0.2912 loss_bbox_4: 0.1903 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 11:53:51] d2.utils.events INFO: eta: 13:21:19 iter: 278199 total_loss: 5.602 loss_ce: 0.2679 loss_bbox: 0.1738 loss_giou: 0.3303 loss_ce_0: 0.4829 loss_bbox_0: 0.3025 loss_giou_0: 0.5047 loss_ce_1: 0.3749 loss_bbox_1: 0.2053 loss_giou_1: 0.3705 loss_ce_2: 0.3152 loss_bbox_2: 0.1873 loss_giou_2: 0.3478 loss_ce_3: 0.2808 loss_bbox_3: 0.1804 loss_giou_3: 0.3396 loss_ce_4: 0.2666 loss_bbox_4: 0.1758 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 11:53:56] d2.utils.events INFO: eta: 13:21:38 iter: 278219 total_loss: 5.587 loss_ce: 0.2728 loss_bbox: 0.1839 loss_giou: 0.3215 loss_ce_0: 0.4938 loss_bbox_0: 0.312 loss_giou_0: 0.4833 loss_ce_1: 0.3788 loss_bbox_1: 0.2163 loss_giou_1: 0.3634 loss_ce_2: 0.3289 loss_bbox_2: 0.2011 loss_giou_2: 0.3324 loss_ce_3: 0.282 loss_bbox_3: 0.1919 loss_giou_3: 0.3276 loss_ce_4: 0.2676 loss_bbox_4: 0.1871 loss_giou_4: 0.3262 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 11:54:02] d2.utils.events INFO: eta: 13:21:38 iter: 278239 total_loss: 5.664 loss_ce: 0.2724 loss_bbox: 0.1832 loss_giou: 0.3446 loss_ce_0: 0.5019 loss_bbox_0: 0.3097 loss_giou_0: 0.523 loss_ce_1: 0.3864 loss_bbox_1: 0.2157 loss_giou_1: 0.3971 loss_ce_2: 0.3236 loss_bbox_2: 0.1983 loss_giou_2: 0.3643 loss_ce_3: 0.2897 loss_bbox_3: 0.1938 loss_giou_3: 0.3528 loss_ce_4: 0.2742 loss_bbox_4: 0.1801 loss_giou_4: 0.3445 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 11:54:08] d2.utils.events INFO: eta: 13:21:05 iter: 278259 total_loss: 5.574 loss_ce: 0.2655 loss_bbox: 0.1788 loss_giou: 0.3573 loss_ce_0: 0.4733 loss_bbox_0: 0.2939 loss_giou_0: 0.5326 loss_ce_1: 0.3696 loss_bbox_1: 0.2145 loss_giou_1: 0.3882 loss_ce_2: 0.3064 loss_bbox_2: 0.1996 loss_giou_2: 0.3629 loss_ce_3: 0.2809 loss_bbox_3: 0.188 loss_giou_3: 0.3582 loss_ce_4: 0.2608 loss_bbox_4: 0.183 loss_giou_4: 0.3576 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 11:54:13] d2.utils.events INFO: eta: 13:20:57 iter: 278279 total_loss: 5.574 loss_ce: 0.2721 loss_bbox: 0.1709 loss_giou: 0.3362 loss_ce_0: 0.487 loss_bbox_0: 0.2986 loss_giou_0: 0.5257 loss_ce_1: 0.3761 loss_bbox_1: 0.2072 loss_giou_1: 0.3911 loss_ce_2: 0.3106 loss_bbox_2: 0.1867 loss_giou_2: 0.3573 loss_ce_3: 0.2794 loss_bbox_3: 0.1789 loss_giou_3: 0.3467 loss_ce_4: 0.2718 loss_bbox_4: 0.1722 loss_giou_4: 0.3382 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 11:54:19] d2.utils.events INFO: eta: 13:20:43 iter: 278299 total_loss: 5.622 loss_ce: 0.2838 loss_bbox: 0.1818 loss_giou: 0.346 loss_ce_0: 0.477 loss_bbox_0: 0.3007 loss_giou_0: 0.513 loss_ce_1: 0.3678 loss_bbox_1: 0.2113 loss_giou_1: 0.3793 loss_ce_2: 0.3218 loss_bbox_2: 0.1968 loss_giou_2: 0.3587 loss_ce_3: 0.294 loss_bbox_3: 0.1941 loss_giou_3: 0.3505 loss_ce_4: 0.2829 loss_bbox_4: 0.1876 loss_giou_4: 0.3476 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 11:54:25] d2.utils.events INFO: eta: 13:21:10 iter: 278319 total_loss: 5.284 loss_ce: 0.2518 loss_bbox: 0.1889 loss_giou: 0.3087 loss_ce_0: 0.474 loss_bbox_0: 0.3145 loss_giou_0: 0.4784 loss_ce_1: 0.3565 loss_bbox_1: 0.2149 loss_giou_1: 0.3457 loss_ce_2: 0.3025 loss_bbox_2: 0.1954 loss_giou_2: 0.3284 loss_ce_3: 0.2755 loss_bbox_3: 0.1914 loss_giou_3: 0.3149 loss_ce_4: 0.2568 loss_bbox_4: 0.1942 loss_giou_4: 0.3101 time: 0.2799 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 11:54:30] d2.utils.events INFO: eta: 13:20:37 iter: 278339 total_loss: 5.543 loss_ce: 0.2727 loss_bbox: 0.1833 loss_giou: 0.3454 loss_ce_0: 0.4781 loss_bbox_0: 0.2971 loss_giou_0: 0.5129 loss_ce_1: 0.3828 loss_bbox_1: 0.2139 loss_giou_1: 0.3915 loss_ce_2: 0.3238 loss_bbox_2: 0.1984 loss_giou_2: 0.366 loss_ce_3: 0.2883 loss_bbox_3: 0.1909 loss_giou_3: 0.357 loss_ce_4: 0.2695 loss_bbox_4: 0.1834 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max_mem: 5427M [11/03 11:54:59] d2.utils.events INFO: eta: 13:20:21 iter: 278439 total_loss: 5.567 loss_ce: 0.2854 loss_bbox: 0.1793 loss_giou: 0.3121 loss_ce_0: 0.4988 loss_bbox_0: 0.311 loss_giou_0: 0.4968 loss_ce_1: 0.3933 loss_bbox_1: 0.2061 loss_giou_1: 0.3666 loss_ce_2: 0.3312 loss_bbox_2: 0.1839 loss_giou_2: 0.3348 loss_ce_3: 0.2965 loss_bbox_3: 0.1805 loss_giou_3: 0.3235 loss_ce_4: 0.2931 loss_bbox_4: 0.1824 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 11:55:04] d2.utils.events INFO: eta: 13:20:16 iter: 278459 total_loss: 5.803 loss_ce: 0.2931 loss_bbox: 0.1884 loss_giou: 0.3452 loss_ce_0: 0.4774 loss_bbox_0: 0.3115 loss_giou_0: 0.5417 loss_ce_1: 0.3845 loss_bbox_1: 0.2133 loss_giou_1: 0.3968 loss_ce_2: 0.3265 loss_bbox_2: 0.2052 loss_giou_2: 0.3666 loss_ce_3: 0.2937 loss_bbox_3: 0.1941 loss_giou_3: 0.3578 loss_ce_4: 0.2927 loss_bbox_4: 0.1904 loss_giou_4: 0.3504 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 11:55:10] d2.utils.events INFO: eta: 13:20:40 iter: 278479 total_loss: 5.248 loss_ce: 0.2625 loss_bbox: 0.1638 loss_giou: 0.3092 loss_ce_0: 0.467 loss_bbox_0: 0.2868 loss_giou_0: 0.4962 loss_ce_1: 0.3597 loss_bbox_1: 0.1992 loss_giou_1: 0.3621 loss_ce_2: 0.2978 loss_bbox_2: 0.1786 loss_giou_2: 0.3311 loss_ce_3: 0.2741 loss_bbox_3: 0.1711 loss_giou_3: 0.318 loss_ce_4: 0.2626 loss_bbox_4: 0.1666 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 11:55:16] d2.utils.events INFO: eta: 13:20:53 iter: 278499 total_loss: 5.26 loss_ce: 0.2467 loss_bbox: 0.1728 loss_giou: 0.3177 loss_ce_0: 0.4678 loss_bbox_0: 0.2887 loss_giou_0: 0.493 loss_ce_1: 0.3517 loss_bbox_1: 0.2025 loss_giou_1: 0.3657 loss_ce_2: 0.3014 loss_bbox_2: 0.1887 loss_giou_2: 0.3434 loss_ce_3: 0.2673 loss_bbox_3: 0.1831 loss_giou_3: 0.3333 loss_ce_4: 0.2511 loss_bbox_4: 0.1759 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 11:55:21] d2.utils.events INFO: eta: 13:20:33 iter: 278519 total_loss: 5.5 loss_ce: 0.2557 loss_bbox: 0.1761 loss_giou: 0.3357 loss_ce_0: 0.4919 loss_bbox_0: 0.2958 loss_giou_0: 0.5192 loss_ce_1: 0.3837 loss_bbox_1: 0.2096 loss_giou_1: 0.3911 loss_ce_2: 0.3134 loss_bbox_2: 0.1872 loss_giou_2: 0.3544 loss_ce_3: 0.2761 loss_bbox_3: 0.1804 loss_giou_3: 0.3383 loss_ce_4: 0.2593 loss_bbox_4: 0.1795 loss_giou_4: 0.3383 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 11:55:29] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.68 seconds. [11/03 11:55:29] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 11:55:30] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 11:55:30] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 11:55:30] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 11:55:30] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 11:55:33] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 11:55:41] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0017 s/iter. Inference: 0.0548 s/iter. Eval: 0.0004 s/iter. Total: 0.0569 s/iter. ETA=0:00:34 [11/03 11:55:46] d2.evaluation.evaluator INFO: Inference done 110/625. Dataloading: 0.0032 s/iter. Inference: 0.0476 s/iter. Eval: 0.0005 s/iter. Total: 0.0513 s/iter. ETA=0:00:26 [11/03 11:55:51] d2.evaluation.evaluator INFO: Inference done 207/625. Dataloading: 0.0031 s/iter. Inference: 0.0478 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:21 [11/03 11:55:56] d2.evaluation.evaluator INFO: Inference done 303/625. Dataloading: 0.0029 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0517 s/iter. ETA=0:00:16 [11/03 11:56:01] d2.evaluation.evaluator INFO: Inference done 386/625. Dataloading: 0.0029 s/iter. Inference: 0.0483 s/iter. Eval: 0.0024 s/iter. Total: 0.0536 s/iter. ETA=0:00:12 [11/03 11:56:06] d2.evaluation.evaluator INFO: Inference done 483/625. Dataloading: 0.0029 s/iter. Inference: 0.0483 s/iter. Eval: 0.0019 s/iter. Total: 0.0532 s/iter. ETA=0:00:07 [11/03 11:56:11] d2.evaluation.evaluator INFO: Inference done 619/625. Dataloading: 0.0025 s/iter. Inference: 0.0454 s/iter. Eval: 0.0016 s/iter. Total: 0.0496 s/iter. ETA=0:00:00 [11/03 11:56:12] d2.evaluation.evaluator INFO: Total inference time: 0:00:30.976588 (0.049962 s / iter per device, on 8 devices) [11/03 11:56:12] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.045261 s / iter per device, on 8 devices) [11/03 11:56:20] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 11:56:20] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 11:56:22] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 11:56:27] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 11:56:41] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.29 seconds. [11/03 11:56:41] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 11:56:42] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.48 seconds. [11/03 11:56:42] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 43.021 | 62.072 | 46.271 | 26.789 | 45.763 | 58.293 | [11/03 11:56:42] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.190 | bicycle | 29.371 | car | 43.828 | | motorcycle | 42.919 | airplane | 69.191 | bus | 66.138 | | train | 65.285 | truck | 38.091 | boat | 27.013 | | traffic light | 27.746 | fire hydrant | 68.596 | stop sign | 68.469 | | parking meter | 42.883 | bench | 25.898 | bird | 37.914 | | cat | 71.402 | dog | 67.296 | horse | 62.139 | | sheep | 52.133 | cow | 58.873 | elephant | 65.829 | | bear | 76.621 | zebra | 68.058 | giraffe | 69.932 | | backpack | 15.246 | umbrella | 38.943 | handbag | 14.987 | | tie | 34.837 | suitcase | 40.714 | frisbee | 67.943 | | skis | 28.214 | snowboard | 42.277 | sports ball | 46.866 | | kite | 45.323 | baseball bat | 29.474 | baseball glove | 38.389 | | skateboard | 54.085 | surfboard | 39.927 | tennis racket | 52.035 | | bottle | 37.351 | wine glass | 34.647 | cup | 42.041 | | fork | 33.950 | knife | 18.537 | spoon | 19.231 | | bowl | 43.017 | banana | 24.316 | apple | 22.766 | | sandwich | 36.867 | orange | 31.431 | broccoli | 21.900 | | carrot | 20.262 | hot dog | 35.427 | pizza | 56.424 | | donut | 45.018 | cake | 36.336 | chair | 25.962 | | couch | 45.908 | potted plant | 25.895 | bed | 45.705 | | dining table | 28.835 | toilet | 61.556 | tv | 56.262 | | laptop | 59.553 | mouse | 59.978 | remote | 33.728 | | keyboard | 53.782 | cell phone | 37.393 | microwave | 62.503 | | oven | 36.318 | toaster | 32.361 | sink | 38.222 | | refrigerator | 60.022 | book | 11.823 | clock | 51.330 | | vase | 38.457 | scissors | 39.307 | teddy bear | 45.819 | | hair drier | 12.400 | toothbrush | 29.980 | | | [11/03 11:56:43] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 11:56:43] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 11:56:43] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 11:56:43] d2.evaluation.testing INFO: copypaste: 43.0212,62.0717,46.2709,26.7886,45.7628,58.2933 [11/03 11:56:43] d2.utils.events INFO: eta: 13:20:21 iter: 278539 total_loss: 5.2 loss_ce: 0.256 loss_bbox: 0.1817 loss_giou: 0.2961 loss_ce_0: 0.4835 loss_bbox_0: 0.2986 loss_giou_0: 0.4737 loss_ce_1: 0.365 loss_bbox_1: 0.2035 loss_giou_1: 0.3428 loss_ce_2: 0.307 loss_bbox_2: 0.1905 loss_giou_2: 0.3178 loss_ce_3: 0.2739 loss_bbox_3: 0.1866 loss_giou_3: 0.3004 loss_ce_4: 0.2605 loss_bbox_4: 0.182 loss_giou_4: 0.2993 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 11:56:49] d2.utils.events INFO: eta: 13:19:56 iter: 278559 total_loss: 5.448 loss_ce: 0.2611 loss_bbox: 0.1739 loss_giou: 0.34 loss_ce_0: 0.4937 loss_bbox_0: 0.3084 loss_giou_0: 0.505 loss_ce_1: 0.3759 loss_bbox_1: 0.2058 loss_giou_1: 0.3729 loss_ce_2: 0.3294 loss_bbox_2: 0.1888 loss_giou_2: 0.351 loss_ce_3: 0.28 loss_bbox_3: 0.1806 loss_giou_3: 0.3389 loss_ce_4: 0.2646 loss_bbox_4: 0.1778 loss_giou_4: 0.3432 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 11:56:55] d2.utils.events INFO: eta: 13:20:00 iter: 278579 total_loss: 5.474 loss_ce: 0.2787 loss_bbox: 0.187 loss_giou: 0.3312 loss_ce_0: 0.4929 loss_bbox_0: 0.3099 loss_giou_0: 0.5095 loss_ce_1: 0.3753 loss_bbox_1: 0.2221 loss_giou_1: 0.3866 loss_ce_2: 0.3268 loss_bbox_2: 0.2063 loss_giou_2: 0.3559 loss_ce_3: 0.2916 loss_bbox_3: 0.198 loss_giou_3: 0.3421 loss_ce_4: 0.2726 loss_bbox_4: 0.1896 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:00] d2.utils.events INFO: eta: 13:19:24 iter: 278599 total_loss: 5.615 loss_ce: 0.2701 loss_bbox: 0.1911 loss_giou: 0.3118 loss_ce_0: 0.4827 loss_bbox_0: 0.3119 loss_giou_0: 0.502 loss_ce_1: 0.3665 loss_bbox_1: 0.2239 loss_giou_1: 0.3613 loss_ce_2: 0.3141 loss_bbox_2: 0.2013 loss_giou_2: 0.3236 loss_ce_3: 0.2864 loss_bbox_3: 0.1921 loss_giou_3: 0.3202 loss_ce_4: 0.2746 loss_bbox_4: 0.1938 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:06] d2.utils.events INFO: eta: 13:18:52 iter: 278619 total_loss: 5.617 loss_ce: 0.2702 loss_bbox: 0.1779 loss_giou: 0.3201 loss_ce_0: 0.487 loss_bbox_0: 0.3034 loss_giou_0: 0.5322 loss_ce_1: 0.3776 loss_bbox_1: 0.2164 loss_giou_1: 0.385 loss_ce_2: 0.3113 loss_bbox_2: 0.1944 loss_giou_2: 0.3487 loss_ce_3: 0.2804 loss_bbox_3: 0.1842 loss_giou_3: 0.3329 loss_ce_4: 0.2689 loss_bbox_4: 0.176 loss_giou_4: 0.3259 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:12] d2.utils.events INFO: eta: 13:18:38 iter: 278639 total_loss: 5.622 loss_ce: 0.2772 loss_bbox: 0.1722 loss_giou: 0.3465 loss_ce_0: 0.5046 loss_bbox_0: 0.2885 loss_giou_0: 0.537 loss_ce_1: 0.3643 loss_bbox_1: 0.2009 loss_giou_1: 0.3929 loss_ce_2: 0.3132 loss_bbox_2: 0.185 loss_giou_2: 0.3548 loss_ce_3: 0.2848 loss_bbox_3: 0.1795 loss_giou_3: 0.3576 loss_ce_4: 0.2805 loss_bbox_4: 0.1744 loss_giou_4: 0.3548 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:17] d2.utils.events INFO: eta: 13:18:17 iter: 278659 total_loss: 5.467 loss_ce: 0.2628 loss_bbox: 0.1711 loss_giou: 0.3417 loss_ce_0: 0.4854 loss_bbox_0: 0.2925 loss_giou_0: 0.5233 loss_ce_1: 0.3799 loss_bbox_1: 0.2014 loss_giou_1: 0.388 loss_ce_2: 0.3069 loss_bbox_2: 0.1904 loss_giou_2: 0.3627 loss_ce_3: 0.2804 loss_bbox_3: 0.1788 loss_giou_3: 0.3559 loss_ce_4: 0.2644 loss_bbox_4: 0.175 loss_giou_4: 0.3478 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:23] d2.utils.events INFO: eta: 13:18:11 iter: 278679 total_loss: 5.095 loss_ce: 0.2592 loss_bbox: 0.1587 loss_giou: 0.3122 loss_ce_0: 0.4934 loss_bbox_0: 0.2778 loss_giou_0: 0.51 loss_ce_1: 0.3695 loss_bbox_1: 0.1932 loss_giou_1: 0.3548 loss_ce_2: 0.3076 loss_bbox_2: 0.1693 loss_giou_2: 0.3302 loss_ce_3: 0.2756 loss_bbox_3: 0.1583 loss_giou_3: 0.322 loss_ce_4: 0.263 loss_bbox_4: 0.156 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:29] d2.utils.events INFO: eta: 13:18:15 iter: 278699 total_loss: 5.559 loss_ce: 0.2733 loss_bbox: 0.1811 loss_giou: 0.3259 loss_ce_0: 0.4861 loss_bbox_0: 0.2936 loss_giou_0: 0.5234 loss_ce_1: 0.3782 loss_bbox_1: 0.2148 loss_giou_1: 0.3859 loss_ce_2: 0.3019 loss_bbox_2: 0.1938 loss_giou_2: 0.3572 loss_ce_3: 0.276 loss_bbox_3: 0.1856 loss_giou_3: 0.3442 loss_ce_4: 0.2682 loss_bbox_4: 0.1814 loss_giou_4: 0.3339 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:34] d2.utils.events INFO: eta: 13:18:19 iter: 278719 total_loss: 5.282 loss_ce: 0.2572 loss_bbox: 0.1678 loss_giou: 0.3332 loss_ce_0: 0.4718 loss_bbox_0: 0.2963 loss_giou_0: 0.5218 loss_ce_1: 0.3697 loss_bbox_1: 0.2031 loss_giou_1: 0.377 loss_ce_2: 0.2985 loss_bbox_2: 0.1849 loss_giou_2: 0.3506 loss_ce_3: 0.2725 loss_bbox_3: 0.1753 loss_giou_3: 0.3452 loss_ce_4: 0.2541 loss_bbox_4: 0.1699 loss_giou_4: 0.3396 time: 0.2799 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:40] d2.utils.events INFO: eta: 13:18:14 iter: 278739 total_loss: 5.36 loss_ce: 0.2506 loss_bbox: 0.1675 loss_giou: 0.3369 loss_ce_0: 0.4752 loss_bbox_0: 0.286 loss_giou_0: 0.5344 loss_ce_1: 0.3605 loss_bbox_1: 0.1944 loss_giou_1: 0.3839 loss_ce_2: 0.3018 loss_bbox_2: 0.1786 loss_giou_2: 0.3589 loss_ce_3: 0.2665 loss_bbox_3: 0.1744 loss_giou_3: 0.3547 loss_ce_4: 0.252 loss_bbox_4: 0.1728 loss_giou_4: 0.3469 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:46] d2.utils.events INFO: eta: 13:18:14 iter: 278759 total_loss: 5.431 loss_ce: 0.2526 loss_bbox: 0.1833 loss_giou: 0.3248 loss_ce_0: 0.473 loss_bbox_0: 0.3047 loss_giou_0: 0.4977 loss_ce_1: 0.3608 loss_bbox_1: 0.2189 loss_giou_1: 0.3723 loss_ce_2: 0.2983 loss_bbox_2: 0.1963 loss_giou_2: 0.3405 loss_ce_3: 0.2665 loss_bbox_3: 0.1867 loss_giou_3: 0.3346 loss_ce_4: 0.2564 loss_bbox_4: 0.1824 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:51] d2.utils.events INFO: eta: 13:18:03 iter: 278779 total_loss: 5.51 loss_ce: 0.2749 loss_bbox: 0.1805 loss_giou: 0.3253 loss_ce_0: 0.4883 loss_bbox_0: 0.3085 loss_giou_0: 0.4985 loss_ce_1: 0.3828 loss_bbox_1: 0.2104 loss_giou_1: 0.3642 loss_ce_2: 0.3275 loss_bbox_2: 0.189 loss_giou_2: 0.3389 loss_ce_3: 0.2821 loss_bbox_3: 0.1812 loss_giou_3: 0.326 loss_ce_4: 0.2745 loss_bbox_4: 0.1813 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 11:57:57] d2.utils.events INFO: eta: 13:18:13 iter: 278799 total_loss: 5.572 loss_ce: 0.2668 loss_bbox: 0.1836 loss_giou: 0.3259 loss_ce_0: 0.4711 loss_bbox_0: 0.3139 loss_giou_0: 0.4882 loss_ce_1: 0.3676 loss_bbox_1: 0.2123 loss_giou_1: 0.3637 loss_ce_2: 0.3234 loss_bbox_2: 0.2016 loss_giou_2: 0.3368 loss_ce_3: 0.2808 loss_bbox_3: 0.1898 loss_giou_3: 0.3279 loss_ce_4: 0.2729 loss_bbox_4: 0.1848 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:03] d2.utils.events INFO: eta: 13:18:08 iter: 278819 total_loss: 5.554 loss_ce: 0.2672 loss_bbox: 0.1885 loss_giou: 0.3277 loss_ce_0: 0.4745 loss_bbox_0: 0.3226 loss_giou_0: 0.5264 loss_ce_1: 0.3749 loss_bbox_1: 0.2272 loss_giou_1: 0.3868 loss_ce_2: 0.3162 loss_bbox_2: 0.2026 loss_giou_2: 0.3493 loss_ce_3: 0.2836 loss_bbox_3: 0.1962 loss_giou_3: 0.3374 loss_ce_4: 0.2701 loss_bbox_4: 0.1895 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:09] d2.utils.events INFO: eta: 13:18:04 iter: 278839 total_loss: 5.333 loss_ce: 0.2549 loss_bbox: 0.1705 loss_giou: 0.3164 loss_ce_0: 0.4927 loss_bbox_0: 0.3003 loss_giou_0: 0.4948 loss_ce_1: 0.3631 loss_bbox_1: 0.2101 loss_giou_1: 0.3625 loss_ce_2: 0.3046 loss_bbox_2: 0.182 loss_giou_2: 0.3313 loss_ce_3: 0.2713 loss_bbox_3: 0.171 loss_giou_3: 0.3186 loss_ce_4: 0.2636 loss_bbox_4: 0.172 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:14] d2.utils.events INFO: eta: 13:17:58 iter: 278859 total_loss: 5.389 loss_ce: 0.2741 loss_bbox: 0.1836 loss_giou: 0.3016 loss_ce_0: 0.4797 loss_bbox_0: 0.3204 loss_giou_0: 0.4788 loss_ce_1: 0.3582 loss_bbox_1: 0.2146 loss_giou_1: 0.3525 loss_ce_2: 0.3099 loss_bbox_2: 0.1901 loss_giou_2: 0.3222 loss_ce_3: 0.2744 loss_bbox_3: 0.1836 loss_giou_3: 0.3114 loss_ce_4: 0.2713 loss_bbox_4: 0.1837 loss_giou_4: 0.3052 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:20] d2.utils.events INFO: eta: 13:17:55 iter: 278879 total_loss: 5.218 loss_ce: 0.2513 loss_bbox: 0.1675 loss_giou: 0.3164 loss_ce_0: 0.4636 loss_bbox_0: 0.2842 loss_giou_0: 0.4978 loss_ce_1: 0.3437 loss_bbox_1: 0.197 loss_giou_1: 0.369 loss_ce_2: 0.3063 loss_bbox_2: 0.179 loss_giou_2: 0.3373 loss_ce_3: 0.2744 loss_bbox_3: 0.1773 loss_giou_3: 0.3228 loss_ce_4: 0.2487 loss_bbox_4: 0.175 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:26] d2.utils.events INFO: eta: 13:18:23 iter: 278899 total_loss: 5.591 loss_ce: 0.2727 loss_bbox: 0.1682 loss_giou: 0.3457 loss_ce_0: 0.4885 loss_bbox_0: 0.289 loss_giou_0: 0.5403 loss_ce_1: 0.3712 loss_bbox_1: 0.2057 loss_giou_1: 0.4052 loss_ce_2: 0.3186 loss_bbox_2: 0.1865 loss_giou_2: 0.3707 loss_ce_3: 0.2952 loss_bbox_3: 0.1796 loss_giou_3: 0.3553 loss_ce_4: 0.2807 loss_bbox_4: 0.1733 loss_giou_4: 0.3513 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:31] d2.utils.events INFO: eta: 13:17:46 iter: 278919 total_loss: 5.343 loss_ce: 0.2578 loss_bbox: 0.1757 loss_giou: 0.3106 loss_ce_0: 0.489 loss_bbox_0: 0.2986 loss_giou_0: 0.4922 loss_ce_1: 0.3878 loss_bbox_1: 0.2097 loss_giou_1: 0.3577 loss_ce_2: 0.3253 loss_bbox_2: 0.1931 loss_giou_2: 0.3308 loss_ce_3: 0.2825 loss_bbox_3: 0.1846 loss_giou_3: 0.318 loss_ce_4: 0.2584 loss_bbox_4: 0.1796 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:37] d2.utils.events INFO: eta: 13:17:46 iter: 278939 total_loss: 5.563 loss_ce: 0.2794 loss_bbox: 0.171 loss_giou: 0.3255 loss_ce_0: 0.4931 loss_bbox_0: 0.3059 loss_giou_0: 0.5074 loss_ce_1: 0.385 loss_bbox_1: 0.2091 loss_giou_1: 0.3737 loss_ce_2: 0.3244 loss_bbox_2: 0.1883 loss_giou_2: 0.3377 loss_ce_3: 0.2896 loss_bbox_3: 0.1788 loss_giou_3: 0.3367 loss_ce_4: 0.2805 loss_bbox_4: 0.1692 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:43] d2.utils.events INFO: eta: 13:18:12 iter: 278959 total_loss: 5.426 loss_ce: 0.2667 loss_bbox: 0.174 loss_giou: 0.3194 loss_ce_0: 0.4895 loss_bbox_0: 0.2911 loss_giou_0: 0.5014 loss_ce_1: 0.3722 loss_bbox_1: 0.2028 loss_giou_1: 0.3739 loss_ce_2: 0.319 loss_bbox_2: 0.186 loss_giou_2: 0.3419 loss_ce_3: 0.2775 loss_bbox_3: 0.1806 loss_giou_3: 0.3255 loss_ce_4: 0.2686 loss_bbox_4: 0.1779 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:48] d2.utils.events INFO: eta: 13:17:53 iter: 278979 total_loss: 5.516 loss_ce: 0.2668 loss_bbox: 0.1815 loss_giou: 0.3274 loss_ce_0: 0.4941 loss_bbox_0: 0.3061 loss_giou_0: 0.4857 loss_ce_1: 0.3728 loss_bbox_1: 0.2187 loss_giou_1: 0.3677 loss_ce_2: 0.3161 loss_bbox_2: 0.1941 loss_giou_2: 0.338 loss_ce_3: 0.2873 loss_bbox_3: 0.1933 loss_giou_3: 0.3324 loss_ce_4: 0.2669 loss_bbox_4: 0.1871 loss_giou_4: 0.333 time: 0.2799 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 11:58:54] d2.utils.events INFO: eta: 13:17:29 iter: 278999 total_loss: 5.366 loss_ce: 0.2679 loss_bbox: 0.1928 loss_giou: 0.3095 loss_ce_0: 0.492 loss_bbox_0: 0.3098 loss_giou_0: 0.4634 loss_ce_1: 0.3891 loss_bbox_1: 0.2207 loss_giou_1: 0.3484 loss_ce_2: 0.3212 loss_bbox_2: 0.2152 loss_giou_2: 0.3319 loss_ce_3: 0.289 loss_bbox_3: 0.2028 loss_giou_3: 0.3243 loss_ce_4: 0.2722 loss_bbox_4: 0.1971 loss_giou_4: 0.3157 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:00] d2.utils.events INFO: eta: 13:17:18 iter: 279019 total_loss: 5.497 loss_ce: 0.2792 loss_bbox: 0.1786 loss_giou: 0.3344 loss_ce_0: 0.4842 loss_bbox_0: 0.3041 loss_giou_0: 0.4834 loss_ce_1: 0.3625 loss_bbox_1: 0.2066 loss_giou_1: 0.373 loss_ce_2: 0.3126 loss_bbox_2: 0.1899 loss_giou_2: 0.3556 loss_ce_3: 0.2808 loss_bbox_3: 0.1811 loss_giou_3: 0.3417 loss_ce_4: 0.2781 loss_bbox_4: 0.1826 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:05] d2.utils.events INFO: eta: 13:17:18 iter: 279039 total_loss: 5.239 loss_ce: 0.2626 loss_bbox: 0.1685 loss_giou: 0.3334 loss_ce_0: 0.4731 loss_bbox_0: 0.2773 loss_giou_0: 0.5266 loss_ce_1: 0.361 loss_bbox_1: 0.1986 loss_giou_1: 0.3778 loss_ce_2: 0.3042 loss_bbox_2: 0.1796 loss_giou_2: 0.3517 loss_ce_3: 0.2729 loss_bbox_3: 0.1759 loss_giou_3: 0.3427 loss_ce_4: 0.2694 loss_bbox_4: 0.172 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:11] d2.utils.events INFO: eta: 13:17:07 iter: 279059 total_loss: 5.327 loss_ce: 0.2766 loss_bbox: 0.1694 loss_giou: 0.31 loss_ce_0: 0.4944 loss_bbox_0: 0.2946 loss_giou_0: 0.4893 loss_ce_1: 0.3912 loss_bbox_1: 0.2003 loss_giou_1: 0.3612 loss_ce_2: 0.3283 loss_bbox_2: 0.186 loss_giou_2: 0.3347 loss_ce_3: 0.2959 loss_bbox_3: 0.1843 loss_giou_3: 0.3238 loss_ce_4: 0.286 loss_bbox_4: 0.1707 loss_giou_4: 0.3125 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:16] d2.utils.events INFO: eta: 13:17:06 iter: 279079 total_loss: 5.336 loss_ce: 0.271 loss_bbox: 0.1786 loss_giou: 0.3026 loss_ce_0: 0.47 loss_bbox_0: 0.2969 loss_giou_0: 0.4737 loss_ce_1: 0.3632 loss_bbox_1: 0.2048 loss_giou_1: 0.3552 loss_ce_2: 0.3159 loss_bbox_2: 0.1847 loss_giou_2: 0.3269 loss_ce_3: 0.2827 loss_bbox_3: 0.1815 loss_giou_3: 0.3121 loss_ce_4: 0.2771 loss_bbox_4: 0.1803 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:22] d2.utils.events INFO: eta: 13:17:24 iter: 279099 total_loss: 5.741 loss_ce: 0.2725 loss_bbox: 0.1825 loss_giou: 0.3519 loss_ce_0: 0.4834 loss_bbox_0: 0.3133 loss_giou_0: 0.527 loss_ce_1: 0.3617 loss_bbox_1: 0.2221 loss_giou_1: 0.408 loss_ce_2: 0.313 loss_bbox_2: 0.1993 loss_giou_2: 0.3602 loss_ce_3: 0.2856 loss_bbox_3: 0.1897 loss_giou_3: 0.3607 loss_ce_4: 0.2725 loss_bbox_4: 0.1869 loss_giou_4: 0.3549 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:28] d2.utils.events INFO: eta: 13:17:37 iter: 279119 total_loss: 5.199 loss_ce: 0.2549 loss_bbox: 0.1708 loss_giou: 0.3301 loss_ce_0: 0.4661 loss_bbox_0: 0.2869 loss_giou_0: 0.5088 loss_ce_1: 0.3441 loss_bbox_1: 0.2052 loss_giou_1: 0.3726 loss_ce_2: 0.2759 loss_bbox_2: 0.1803 loss_giou_2: 0.337 loss_ce_3: 0.2472 loss_bbox_3: 0.1727 loss_giou_3: 0.3346 loss_ce_4: 0.2454 loss_bbox_4: 0.1654 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:33] d2.utils.events INFO: eta: 13:17:54 iter: 279139 total_loss: 5.643 loss_ce: 0.2953 loss_bbox: 0.1595 loss_giou: 0.3172 loss_ce_0: 0.5004 loss_bbox_0: 0.2789 loss_giou_0: 0.516 loss_ce_1: 0.3881 loss_bbox_1: 0.1962 loss_giou_1: 0.368 loss_ce_2: 0.3305 loss_bbox_2: 0.1763 loss_giou_2: 0.3365 loss_ce_3: 0.3106 loss_bbox_3: 0.1663 loss_giou_3: 0.3241 loss_ce_4: 0.2983 loss_bbox_4: 0.1616 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:39] d2.utils.events INFO: eta: 13:17:56 iter: 279159 total_loss: 5.34 loss_ce: 0.2638 loss_bbox: 0.1861 loss_giou: 0.317 loss_ce_0: 0.4801 loss_bbox_0: 0.2959 loss_giou_0: 0.4887 loss_ce_1: 0.3738 loss_bbox_1: 0.2106 loss_giou_1: 0.3631 loss_ce_2: 0.3199 loss_bbox_2: 0.1906 loss_giou_2: 0.3362 loss_ce_3: 0.2839 loss_bbox_3: 0.185 loss_giou_3: 0.3199 loss_ce_4: 0.2696 loss_bbox_4: 0.1885 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:45] d2.utils.events INFO: eta: 13:18:10 iter: 279179 total_loss: 5.532 loss_ce: 0.2648 loss_bbox: 0.179 loss_giou: 0.3223 loss_ce_0: 0.4719 loss_bbox_0: 0.3076 loss_giou_0: 0.4942 loss_ce_1: 0.3738 loss_bbox_1: 0.2146 loss_giou_1: 0.3729 loss_ce_2: 0.306 loss_bbox_2: 0.1939 loss_giou_2: 0.3427 loss_ce_3: 0.2821 loss_bbox_3: 0.1838 loss_giou_3: 0.3309 loss_ce_4: 0.2622 loss_bbox_4: 0.1826 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:50] d2.utils.events INFO: eta: 13:17:54 iter: 279199 total_loss: 5.346 loss_ce: 0.2526 loss_bbox: 0.1613 loss_giou: 0.3347 loss_ce_0: 0.476 loss_bbox_0: 0.2854 loss_giou_0: 0.5152 loss_ce_1: 0.3688 loss_bbox_1: 0.1914 loss_giou_1: 0.3708 loss_ce_2: 0.3147 loss_bbox_2: 0.1735 loss_giou_2: 0.3438 loss_ce_3: 0.2698 loss_bbox_3: 0.1655 loss_giou_3: 0.3392 loss_ce_4: 0.2493 loss_bbox_4: 0.1649 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 11:59:56] d2.utils.events INFO: eta: 13:17:10 iter: 279219 total_loss: 5.345 loss_ce: 0.2662 loss_bbox: 0.1726 loss_giou: 0.3148 loss_ce_0: 0.4936 loss_bbox_0: 0.3023 loss_giou_0: 0.5064 loss_ce_1: 0.3729 loss_bbox_1: 0.2003 loss_giou_1: 0.3707 loss_ce_2: 0.3172 loss_bbox_2: 0.1861 loss_giou_2: 0.3455 loss_ce_3: 0.2802 loss_bbox_3: 0.1849 loss_giou_3: 0.3289 loss_ce_4: 0.2678 loss_bbox_4: 0.1733 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:02] d2.utils.events INFO: eta: 13:17:02 iter: 279239 total_loss: 5.477 loss_ce: 0.2611 loss_bbox: 0.1793 loss_giou: 0.3367 loss_ce_0: 0.4788 loss_bbox_0: 0.2909 loss_giou_0: 0.5047 loss_ce_1: 0.3719 loss_bbox_1: 0.2093 loss_giou_1: 0.3818 loss_ce_2: 0.3088 loss_bbox_2: 0.1922 loss_giou_2: 0.353 loss_ce_3: 0.2828 loss_bbox_3: 0.1897 loss_giou_3: 0.3425 loss_ce_4: 0.2693 loss_bbox_4: 0.1842 loss_giou_4: 0.3343 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:08] d2.utils.events INFO: eta: 13:16:57 iter: 279259 total_loss: 5.683 loss_ce: 0.275 loss_bbox: 0.1777 loss_giou: 0.3343 loss_ce_0: 0.496 loss_bbox_0: 0.2966 loss_giou_0: 0.5245 loss_ce_1: 0.3874 loss_bbox_1: 0.2075 loss_giou_1: 0.3718 loss_ce_2: 0.3179 loss_bbox_2: 0.1914 loss_giou_2: 0.3461 loss_ce_3: 0.2963 loss_bbox_3: 0.1869 loss_giou_3: 0.3416 loss_ce_4: 0.271 loss_bbox_4: 0.1818 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:13] d2.utils.events INFO: eta: 13:16:56 iter: 279279 total_loss: 5.301 loss_ce: 0.2613 loss_bbox: 0.1679 loss_giou: 0.3283 loss_ce_0: 0.4534 loss_bbox_0: 0.2964 loss_giou_0: 0.5119 loss_ce_1: 0.3553 loss_bbox_1: 0.1997 loss_giou_1: 0.3736 loss_ce_2: 0.2897 loss_bbox_2: 0.1777 loss_giou_2: 0.3508 loss_ce_3: 0.2654 loss_bbox_3: 0.1747 loss_giou_3: 0.3367 loss_ce_4: 0.2575 loss_bbox_4: 0.17 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:19] d2.utils.events INFO: eta: 13:16:50 iter: 279299 total_loss: 5.429 loss_ce: 0.2747 loss_bbox: 0.1813 loss_giou: 0.3175 loss_ce_0: 0.4937 loss_bbox_0: 0.3099 loss_giou_0: 0.5025 loss_ce_1: 0.3961 loss_bbox_1: 0.2174 loss_giou_1: 0.3586 loss_ce_2: 0.3213 loss_bbox_2: 0.197 loss_giou_2: 0.3415 loss_ce_3: 0.3021 loss_bbox_3: 0.19 loss_giou_3: 0.326 loss_ce_4: 0.2813 loss_bbox_4: 0.1851 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:24] d2.utils.events INFO: eta: 13:16:40 iter: 279319 total_loss: 5.523 loss_ce: 0.2567 loss_bbox: 0.1769 loss_giou: 0.3462 loss_ce_0: 0.4919 loss_bbox_0: 0.2944 loss_giou_0: 0.5316 loss_ce_1: 0.3676 loss_bbox_1: 0.2036 loss_giou_1: 0.3914 loss_ce_2: 0.3118 loss_bbox_2: 0.1859 loss_giou_2: 0.3579 loss_ce_3: 0.2812 loss_bbox_3: 0.179 loss_giou_3: 0.3489 loss_ce_4: 0.2561 loss_bbox_4: 0.1768 loss_giou_4: 0.3485 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:30] d2.utils.events INFO: eta: 13:16:33 iter: 279339 total_loss: 5.398 loss_ce: 0.2841 loss_bbox: 0.1795 loss_giou: 0.3204 loss_ce_0: 0.5032 loss_bbox_0: 0.3046 loss_giou_0: 0.4967 loss_ce_1: 0.3961 loss_bbox_1: 0.2122 loss_giou_1: 0.3665 loss_ce_2: 0.3287 loss_bbox_2: 0.1928 loss_giou_2: 0.3324 loss_ce_3: 0.3002 loss_bbox_3: 0.1895 loss_giou_3: 0.3251 loss_ce_4: 0.2911 loss_bbox_4: 0.1842 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:36] d2.utils.events INFO: eta: 13:16:30 iter: 279359 total_loss: 5.133 loss_ce: 0.2481 loss_bbox: 0.1699 loss_giou: 0.3104 loss_ce_0: 0.4748 loss_bbox_0: 0.2913 loss_giou_0: 0.4684 loss_ce_1: 0.3712 loss_bbox_1: 0.2038 loss_giou_1: 0.3623 loss_ce_2: 0.3079 loss_bbox_2: 0.1824 loss_giou_2: 0.3251 loss_ce_3: 0.2655 loss_bbox_3: 0.1731 loss_giou_3: 0.3136 loss_ce_4: 0.2484 loss_bbox_4: 0.1725 loss_giou_4: 0.3137 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:41] d2.utils.events INFO: eta: 13:16:41 iter: 279379 total_loss: 5.753 loss_ce: 0.2929 loss_bbox: 0.1774 loss_giou: 0.3681 loss_ce_0: 0.491 loss_bbox_0: 0.3063 loss_giou_0: 0.5466 loss_ce_1: 0.3885 loss_bbox_1: 0.2166 loss_giou_1: 0.4176 loss_ce_2: 0.3356 loss_bbox_2: 0.1948 loss_giou_2: 0.3895 loss_ce_3: 0.3002 loss_bbox_3: 0.1886 loss_giou_3: 0.3801 loss_ce_4: 0.294 loss_bbox_4: 0.182 loss_giou_4: 0.3696 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:47] d2.utils.events INFO: eta: 13:16:18 iter: 279399 total_loss: 5.529 loss_ce: 0.2625 loss_bbox: 0.1745 loss_giou: 0.3383 loss_ce_0: 0.4785 loss_bbox_0: 0.305 loss_giou_0: 0.5253 loss_ce_1: 0.3817 loss_bbox_1: 0.2112 loss_giou_1: 0.3864 loss_ce_2: 0.3143 loss_bbox_2: 0.1886 loss_giou_2: 0.3629 loss_ce_3: 0.2741 loss_bbox_3: 0.1821 loss_giou_3: 0.3492 loss_ce_4: 0.2612 loss_bbox_4: 0.178 loss_giou_4: 0.3412 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:53] d2.utils.events INFO: eta: 13:16:11 iter: 279419 total_loss: 5.599 loss_ce: 0.2765 loss_bbox: 0.1721 loss_giou: 0.3437 loss_ce_0: 0.4912 loss_bbox_0: 0.3007 loss_giou_0: 0.5269 loss_ce_1: 0.3808 loss_bbox_1: 0.2106 loss_giou_1: 0.3991 loss_ce_2: 0.3182 loss_bbox_2: 0.1868 loss_giou_2: 0.3645 loss_ce_3: 0.2871 loss_bbox_3: 0.1776 loss_giou_3: 0.3549 loss_ce_4: 0.2777 loss_bbox_4: 0.1705 loss_giou_4: 0.3413 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 12:00:58] d2.utils.events INFO: eta: 13:15:41 iter: 279439 total_loss: 5.476 loss_ce: 0.2728 loss_bbox: 0.1794 loss_giou: 0.3192 loss_ce_0: 0.4675 loss_bbox_0: 0.3105 loss_giou_0: 0.5093 loss_ce_1: 0.3555 loss_bbox_1: 0.2152 loss_giou_1: 0.3752 loss_ce_2: 0.3089 loss_bbox_2: 0.1937 loss_giou_2: 0.3456 loss_ce_3: 0.2802 loss_bbox_3: 0.1906 loss_giou_3: 0.3333 loss_ce_4: 0.2717 loss_bbox_4: 0.1838 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:04] d2.utils.events INFO: eta: 13:15:19 iter: 279459 total_loss: 5.185 loss_ce: 0.2627 loss_bbox: 0.1809 loss_giou: 0.3164 loss_ce_0: 0.4771 loss_bbox_0: 0.3021 loss_giou_0: 0.4751 loss_ce_1: 0.3631 loss_bbox_1: 0.2119 loss_giou_1: 0.3572 loss_ce_2: 0.3059 loss_bbox_2: 0.1922 loss_giou_2: 0.3307 loss_ce_3: 0.2718 loss_bbox_3: 0.1843 loss_giou_3: 0.324 loss_ce_4: 0.2677 loss_bbox_4: 0.1791 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:10] d2.utils.events INFO: eta: 13:14:47 iter: 279479 total_loss: 5.265 loss_ce: 0.2509 loss_bbox: 0.1659 loss_giou: 0.3156 loss_ce_0: 0.4737 loss_bbox_0: 0.2898 loss_giou_0: 0.4783 loss_ce_1: 0.3503 loss_bbox_1: 0.1913 loss_giou_1: 0.3534 loss_ce_2: 0.2922 loss_bbox_2: 0.1782 loss_giou_2: 0.3295 loss_ce_3: 0.257 loss_bbox_3: 0.1693 loss_giou_3: 0.3215 loss_ce_4: 0.246 loss_bbox_4: 0.1679 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:15] d2.utils.events INFO: eta: 13:14:38 iter: 279499 total_loss: 5.765 loss_ce: 0.2997 loss_bbox: 0.1789 loss_giou: 0.3373 loss_ce_0: 0.5012 loss_bbox_0: 0.3066 loss_giou_0: 0.5255 loss_ce_1: 0.4047 loss_bbox_1: 0.2034 loss_giou_1: 0.3865 loss_ce_2: 0.3596 loss_bbox_2: 0.1867 loss_giou_2: 0.3596 loss_ce_3: 0.3274 loss_bbox_3: 0.1862 loss_giou_3: 0.3485 loss_ce_4: 0.3008 loss_bbox_4: 0.1813 loss_giou_4: 0.3401 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:21] d2.utils.events INFO: eta: 13:14:33 iter: 279519 total_loss: 5.309 loss_ce: 0.2619 loss_bbox: 0.1759 loss_giou: 0.3252 loss_ce_0: 0.4576 loss_bbox_0: 0.3045 loss_giou_0: 0.5012 loss_ce_1: 0.3661 loss_bbox_1: 0.2064 loss_giou_1: 0.3629 loss_ce_2: 0.3022 loss_bbox_2: 0.1906 loss_giou_2: 0.34 loss_ce_3: 0.2674 loss_bbox_3: 0.1828 loss_giou_3: 0.33 loss_ce_4: 0.2638 loss_bbox_4: 0.1772 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:27] d2.utils.events INFO: eta: 13:14:31 iter: 279539 total_loss: 5.677 loss_ce: 0.284 loss_bbox: 0.1698 loss_giou: 0.3466 loss_ce_0: 0.4791 loss_bbox_0: 0.2991 loss_giou_0: 0.51 loss_ce_1: 0.3736 loss_bbox_1: 0.207 loss_giou_1: 0.3898 loss_ce_2: 0.3246 loss_bbox_2: 0.1847 loss_giou_2: 0.3681 loss_ce_3: 0.2988 loss_bbox_3: 0.1761 loss_giou_3: 0.354 loss_ce_4: 0.2839 loss_bbox_4: 0.1722 loss_giou_4: 0.3554 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:32] d2.utils.events INFO: eta: 13:14:43 iter: 279559 total_loss: 5.13 loss_ce: 0.2535 loss_bbox: 0.1645 loss_giou: 0.3157 loss_ce_0: 0.4672 loss_bbox_0: 0.2866 loss_giou_0: 0.4942 loss_ce_1: 0.3638 loss_bbox_1: 0.1958 loss_giou_1: 0.359 loss_ce_2: 0.2926 loss_bbox_2: 0.1767 loss_giou_2: 0.3268 loss_ce_3: 0.2589 loss_bbox_3: 0.1731 loss_giou_3: 0.322 loss_ce_4: 0.2488 loss_bbox_4: 0.1677 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:38] d2.utils.events INFO: eta: 13:14:26 iter: 279579 total_loss: 5.454 loss_ce: 0.2554 loss_bbox: 0.1713 loss_giou: 0.3349 loss_ce_0: 0.4922 loss_bbox_0: 0.2999 loss_giou_0: 0.5155 loss_ce_1: 0.3844 loss_bbox_1: 0.2025 loss_giou_1: 0.3709 loss_ce_2: 0.308 loss_bbox_2: 0.18 loss_giou_2: 0.3463 loss_ce_3: 0.2789 loss_bbox_3: 0.1762 loss_giou_3: 0.3355 loss_ce_4: 0.2595 loss_bbox_4: 0.1714 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:44] d2.utils.events INFO: eta: 13:14:30 iter: 279599 total_loss: 5.264 loss_ce: 0.2407 loss_bbox: 0.1713 loss_giou: 0.311 loss_ce_0: 0.4696 loss_bbox_0: 0.2926 loss_giou_0: 0.4675 loss_ce_1: 0.3641 loss_bbox_1: 0.2072 loss_giou_1: 0.3438 loss_ce_2: 0.2979 loss_bbox_2: 0.1857 loss_giou_2: 0.322 loss_ce_3: 0.2506 loss_bbox_3: 0.177 loss_giou_3: 0.3103 loss_ce_4: 0.2431 loss_bbox_4: 0.1772 loss_giou_4: 0.3131 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:49] d2.utils.events INFO: eta: 13:14:40 iter: 279619 total_loss: 5.126 loss_ce: 0.2541 loss_bbox: 0.1739 loss_giou: 0.3041 loss_ce_0: 0.4762 loss_bbox_0: 0.2963 loss_giou_0: 0.4646 loss_ce_1: 0.3736 loss_bbox_1: 0.2057 loss_giou_1: 0.336 loss_ce_2: 0.2931 loss_bbox_2: 0.1862 loss_giou_2: 0.3087 loss_ce_3: 0.2678 loss_bbox_3: 0.1763 loss_giou_3: 0.311 loss_ce_4: 0.2546 loss_bbox_4: 0.1779 loss_giou_4: 0.3059 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 12:01:55] d2.utils.events INFO: eta: 13:14:49 iter: 279639 total_loss: 5.417 loss_ce: 0.2689 loss_bbox: 0.1773 loss_giou: 0.3275 loss_ce_0: 0.4765 loss_bbox_0: 0.2908 loss_giou_0: 0.508 loss_ce_1: 0.3689 loss_bbox_1: 0.2054 loss_giou_1: 0.3787 loss_ce_2: 0.3162 loss_bbox_2: 0.1905 loss_giou_2: 0.3478 loss_ce_3: 0.2848 loss_bbox_3: 0.1824 loss_giou_3: 0.337 loss_ce_4: 0.2679 loss_bbox_4: 0.1811 loss_giou_4: 0.3326 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:01] d2.utils.events INFO: eta: 13:14:50 iter: 279659 total_loss: 5.737 loss_ce: 0.2916 loss_bbox: 0.1855 loss_giou: 0.3336 loss_ce_0: 0.4787 loss_bbox_0: 0.3077 loss_giou_0: 0.4948 loss_ce_1: 0.3835 loss_bbox_1: 0.2153 loss_giou_1: 0.3827 loss_ce_2: 0.3273 loss_bbox_2: 0.2017 loss_giou_2: 0.3569 loss_ce_3: 0.2888 loss_bbox_3: 0.1988 loss_giou_3: 0.3461 loss_ce_4: 0.2879 loss_bbox_4: 0.1886 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:06] d2.utils.events INFO: eta: 13:14:47 iter: 279679 total_loss: 5.515 loss_ce: 0.2717 loss_bbox: 0.1655 loss_giou: 0.3449 loss_ce_0: 0.4623 loss_bbox_0: 0.2835 loss_giou_0: 0.5281 loss_ce_1: 0.3739 loss_bbox_1: 0.1982 loss_giou_1: 0.3926 loss_ce_2: 0.3077 loss_bbox_2: 0.1837 loss_giou_2: 0.364 loss_ce_3: 0.2768 loss_bbox_3: 0.1713 loss_giou_3: 0.3524 loss_ce_4: 0.2714 loss_bbox_4: 0.1668 loss_giou_4: 0.3471 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:12] d2.utils.events INFO: eta: 13:14:42 iter: 279699 total_loss: 5.422 loss_ce: 0.2718 loss_bbox: 0.1694 loss_giou: 0.3352 loss_ce_0: 0.4808 loss_bbox_0: 0.2914 loss_giou_0: 0.5035 loss_ce_1: 0.362 loss_bbox_1: 0.2013 loss_giou_1: 0.3745 loss_ce_2: 0.3094 loss_bbox_2: 0.1805 loss_giou_2: 0.3515 loss_ce_3: 0.2812 loss_bbox_3: 0.1753 loss_giou_3: 0.3413 loss_ce_4: 0.2782 loss_bbox_4: 0.1702 loss_giou_4: 0.3396 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:18] d2.utils.events INFO: eta: 13:14:26 iter: 279719 total_loss: 5.438 loss_ce: 0.2535 loss_bbox: 0.175 loss_giou: 0.3227 loss_ce_0: 0.4771 loss_bbox_0: 0.2996 loss_giou_0: 0.5027 loss_ce_1: 0.3613 loss_bbox_1: 0.2074 loss_giou_1: 0.3845 loss_ce_2: 0.2957 loss_bbox_2: 0.1902 loss_giou_2: 0.3497 loss_ce_3: 0.2635 loss_bbox_3: 0.1751 loss_giou_3: 0.3328 loss_ce_4: 0.2506 loss_bbox_4: 0.1744 loss_giou_4: 0.3296 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:23] d2.utils.events INFO: eta: 13:14:26 iter: 279739 total_loss: 5.481 loss_ce: 0.2457 loss_bbox: 0.1787 loss_giou: 0.3198 loss_ce_0: 0.4906 loss_bbox_0: 0.2974 loss_giou_0: 0.5063 loss_ce_1: 0.3698 loss_bbox_1: 0.2085 loss_giou_1: 0.3613 loss_ce_2: 0.3159 loss_bbox_2: 0.1941 loss_giou_2: 0.3354 loss_ce_3: 0.2628 loss_bbox_3: 0.1828 loss_giou_3: 0.3293 loss_ce_4: 0.2539 loss_bbox_4: 0.1805 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:29] d2.utils.events INFO: eta: 13:14:09 iter: 279759 total_loss: 5.387 loss_ce: 0.2573 loss_bbox: 0.1806 loss_giou: 0.3073 loss_ce_0: 0.4741 loss_bbox_0: 0.2886 loss_giou_0: 0.4699 loss_ce_1: 0.3602 loss_bbox_1: 0.2078 loss_giou_1: 0.359 loss_ce_2: 0.2978 loss_bbox_2: 0.1901 loss_giou_2: 0.3323 loss_ce_3: 0.2684 loss_bbox_3: 0.1882 loss_giou_3: 0.3204 loss_ce_4: 0.2645 loss_bbox_4: 0.1839 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:35] d2.utils.events INFO: eta: 13:14:06 iter: 279779 total_loss: 5.563 loss_ce: 0.272 loss_bbox: 0.192 loss_giou: 0.3244 loss_ce_0: 0.4908 loss_bbox_0: 0.3146 loss_giou_0: 0.5103 loss_ce_1: 0.388 loss_bbox_1: 0.227 loss_giou_1: 0.3797 loss_ce_2: 0.328 loss_bbox_2: 0.2057 loss_giou_2: 0.3507 loss_ce_3: 0.2899 loss_bbox_3: 0.197 loss_giou_3: 0.3471 loss_ce_4: 0.2762 loss_bbox_4: 0.1951 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:41] d2.utils.events INFO: eta: 13:14:04 iter: 279799 total_loss: 5.452 loss_ce: 0.2818 loss_bbox: 0.1872 loss_giou: 0.3265 loss_ce_0: 0.4854 loss_bbox_0: 0.31 loss_giou_0: 0.5176 loss_ce_1: 0.3791 loss_bbox_1: 0.2152 loss_giou_1: 0.375 loss_ce_2: 0.3181 loss_bbox_2: 0.1957 loss_giou_2: 0.3443 loss_ce_3: 0.2858 loss_bbox_3: 0.1904 loss_giou_3: 0.3352 loss_ce_4: 0.2771 loss_bbox_4: 0.1872 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:46] d2.utils.events INFO: eta: 13:14:03 iter: 279819 total_loss: 5.249 loss_ce: 0.2584 loss_bbox: 0.1712 loss_giou: 0.3112 loss_ce_0: 0.4658 loss_bbox_0: 0.2935 loss_giou_0: 0.4927 loss_ce_1: 0.3698 loss_bbox_1: 0.2043 loss_giou_1: 0.365 loss_ce_2: 0.2959 loss_bbox_2: 0.1852 loss_giou_2: 0.3263 loss_ce_3: 0.2641 loss_bbox_3: 0.1755 loss_giou_3: 0.3208 loss_ce_4: 0.256 loss_bbox_4: 0.1724 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:52] d2.utils.events INFO: eta: 13:13:58 iter: 279839 total_loss: 5.407 loss_ce: 0.249 loss_bbox: 0.1852 loss_giou: 0.3214 loss_ce_0: 0.4802 loss_bbox_0: 0.294 loss_giou_0: 0.4792 loss_ce_1: 0.3831 loss_bbox_1: 0.2004 loss_giou_1: 0.3569 loss_ce_2: 0.3251 loss_bbox_2: 0.188 loss_giou_2: 0.3341 loss_ce_3: 0.2814 loss_bbox_3: 0.1821 loss_giou_3: 0.327 loss_ce_4: 0.2613 loss_bbox_4: 0.1794 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 12:02:58] d2.utils.events INFO: eta: 13:13:54 iter: 279859 total_loss: 5.388 loss_ce: 0.2715 loss_bbox: 0.1647 loss_giou: 0.3296 loss_ce_0: 0.4886 loss_bbox_0: 0.2834 loss_giou_0: 0.4876 loss_ce_1: 0.3714 loss_bbox_1: 0.1931 loss_giou_1: 0.3745 loss_ce_2: 0.3119 loss_bbox_2: 0.1782 loss_giou_2: 0.3454 loss_ce_3: 0.2825 loss_bbox_3: 0.1668 loss_giou_3: 0.3399 loss_ce_4: 0.2763 loss_bbox_4: 0.1681 loss_giou_4: 0.3316 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:03] d2.utils.events INFO: eta: 13:13:41 iter: 279879 total_loss: 5.514 loss_ce: 0.2546 loss_bbox: 0.1736 loss_giou: 0.3359 loss_ce_0: 0.4741 loss_bbox_0: 0.3044 loss_giou_0: 0.5173 loss_ce_1: 0.3717 loss_bbox_1: 0.2097 loss_giou_1: 0.3821 loss_ce_2: 0.321 loss_bbox_2: 0.194 loss_giou_2: 0.3511 loss_ce_3: 0.2786 loss_bbox_3: 0.1847 loss_giou_3: 0.3504 loss_ce_4: 0.2652 loss_bbox_4: 0.1776 loss_giou_4: 0.343 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:09] d2.utils.events INFO: eta: 13:13:42 iter: 279899 total_loss: 5.402 loss_ce: 0.2684 loss_bbox: 0.1817 loss_giou: 0.3205 loss_ce_0: 0.4794 loss_bbox_0: 0.2955 loss_giou_0: 0.5107 loss_ce_1: 0.3822 loss_bbox_1: 0.213 loss_giou_1: 0.3764 loss_ce_2: 0.3284 loss_bbox_2: 0.1949 loss_giou_2: 0.3325 loss_ce_3: 0.289 loss_bbox_3: 0.1882 loss_giou_3: 0.328 loss_ce_4: 0.279 loss_bbox_4: 0.1826 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:14] d2.utils.events INFO: eta: 13:13:41 iter: 279919 total_loss: 5.48 loss_ce: 0.2644 loss_bbox: 0.1648 loss_giou: 0.3419 loss_ce_0: 0.4881 loss_bbox_0: 0.2977 loss_giou_0: 0.5457 loss_ce_1: 0.3686 loss_bbox_1: 0.1932 loss_giou_1: 0.3859 loss_ce_2: 0.3222 loss_bbox_2: 0.1864 loss_giou_2: 0.3626 loss_ce_3: 0.2808 loss_bbox_3: 0.1721 loss_giou_3: 0.3537 loss_ce_4: 0.2651 loss_bbox_4: 0.1666 loss_giou_4: 0.3469 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:20] d2.utils.events INFO: eta: 13:13:42 iter: 279939 total_loss: 5.496 loss_ce: 0.2663 loss_bbox: 0.1666 loss_giou: 0.3265 loss_ce_0: 0.4701 loss_bbox_0: 0.2817 loss_giou_0: 0.4864 loss_ce_1: 0.3715 loss_bbox_1: 0.2026 loss_giou_1: 0.3591 loss_ce_2: 0.3135 loss_bbox_2: 0.1845 loss_giou_2: 0.3421 loss_ce_3: 0.2807 loss_bbox_3: 0.1763 loss_giou_3: 0.3342 loss_ce_4: 0.2647 loss_bbox_4: 0.1689 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:26] d2.utils.events INFO: eta: 13:13:36 iter: 279959 total_loss: 5.661 loss_ce: 0.2864 loss_bbox: 0.1948 loss_giou: 0.3213 loss_ce_0: 0.4964 loss_bbox_0: 0.3076 loss_giou_0: 0.4956 loss_ce_1: 0.3918 loss_bbox_1: 0.219 loss_giou_1: 0.3735 loss_ce_2: 0.3309 loss_bbox_2: 0.2132 loss_giou_2: 0.3434 loss_ce_3: 0.3002 loss_bbox_3: 0.2027 loss_giou_3: 0.3362 loss_ce_4: 0.2928 loss_bbox_4: 0.198 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:31] d2.utils.events INFO: eta: 13:13:18 iter: 279979 total_loss: 5.294 loss_ce: 0.2668 loss_bbox: 0.1755 loss_giou: 0.3191 loss_ce_0: 0.4414 loss_bbox_0: 0.2934 loss_giou_0: 0.4974 loss_ce_1: 0.3574 loss_bbox_1: 0.2114 loss_giou_1: 0.3604 loss_ce_2: 0.2926 loss_bbox_2: 0.1896 loss_giou_2: 0.3338 loss_ce_3: 0.267 loss_bbox_3: 0.1809 loss_giou_3: 0.3292 loss_ce_4: 0.2625 loss_bbox_4: 0.1781 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:37] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0279999.pth [11/03 12:03:39] d2.utils.events INFO: eta: 13:13:07 iter: 279999 total_loss: 5.604 loss_ce: 0.284 loss_bbox: 0.1875 loss_giou: 0.3286 loss_ce_0: 0.4917 loss_bbox_0: 0.3063 loss_giou_0: 0.5017 loss_ce_1: 0.396 loss_bbox_1: 0.2178 loss_giou_1: 0.3809 loss_ce_2: 0.3449 loss_bbox_2: 0.1969 loss_giou_2: 0.3478 loss_ce_3: 0.3078 loss_bbox_3: 0.196 loss_giou_3: 0.3388 loss_ce_4: 0.2907 loss_bbox_4: 0.19 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:45] d2.utils.events INFO: eta: 13:12:45 iter: 280019 total_loss: 5.486 loss_ce: 0.2636 loss_bbox: 0.175 loss_giou: 0.3347 loss_ce_0: 0.4681 loss_bbox_0: 0.2902 loss_giou_0: 0.4981 loss_ce_1: 0.361 loss_bbox_1: 0.2139 loss_giou_1: 0.3805 loss_ce_2: 0.3125 loss_bbox_2: 0.195 loss_giou_2: 0.3588 loss_ce_3: 0.277 loss_bbox_3: 0.1816 loss_giou_3: 0.3464 loss_ce_4: 0.2649 loss_bbox_4: 0.1787 loss_giou_4: 0.3418 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:50] d2.utils.events INFO: eta: 13:12:34 iter: 280039 total_loss: 5.343 loss_ce: 0.2523 loss_bbox: 0.1592 loss_giou: 0.3153 loss_ce_0: 0.4759 loss_bbox_0: 0.2863 loss_giou_0: 0.4918 loss_ce_1: 0.3709 loss_bbox_1: 0.1905 loss_giou_1: 0.3607 loss_ce_2: 0.2997 loss_bbox_2: 0.1748 loss_giou_2: 0.3276 loss_ce_3: 0.2619 loss_bbox_3: 0.1664 loss_giou_3: 0.3272 loss_ce_4: 0.2511 loss_bbox_4: 0.1612 loss_giou_4: 0.3155 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 12:03:56] d2.utils.events INFO: eta: 13:13:07 iter: 280059 total_loss: 5.31 loss_ce: 0.2621 loss_bbox: 0.1737 loss_giou: 0.3079 loss_ce_0: 0.4786 loss_bbox_0: 0.2989 loss_giou_0: 0.5041 loss_ce_1: 0.3728 loss_bbox_1: 0.2018 loss_giou_1: 0.3661 loss_ce_2: 0.3022 loss_bbox_2: 0.1886 loss_giou_2: 0.3307 loss_ce_3: 0.2698 loss_bbox_3: 0.1801 loss_giou_3: 0.3164 loss_ce_4: 0.2575 loss_bbox_4: 0.1747 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:02] d2.utils.events INFO: eta: 13:13:16 iter: 280079 total_loss: 5.737 loss_ce: 0.2744 loss_bbox: 0.1806 loss_giou: 0.333 loss_ce_0: 0.5025 loss_bbox_0: 0.3014 loss_giou_0: 0.5274 loss_ce_1: 0.3938 loss_bbox_1: 0.2101 loss_giou_1: 0.384 loss_ce_2: 0.3259 loss_bbox_2: 0.1935 loss_giou_2: 0.3551 loss_ce_3: 0.2846 loss_bbox_3: 0.1886 loss_giou_3: 0.3408 loss_ce_4: 0.2747 loss_bbox_4: 0.1838 loss_giou_4: 0.3335 time: 0.2799 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:07] d2.utils.events INFO: eta: 13:13:12 iter: 280099 total_loss: 5.339 loss_ce: 0.2888 loss_bbox: 0.1684 loss_giou: 0.3 loss_ce_0: 0.484 loss_bbox_0: 0.2986 loss_giou_0: 0.4904 loss_ce_1: 0.3863 loss_bbox_1: 0.2014 loss_giou_1: 0.3634 loss_ce_2: 0.3269 loss_bbox_2: 0.1796 loss_giou_2: 0.3275 loss_ce_3: 0.3075 loss_bbox_3: 0.1746 loss_giou_3: 0.3088 loss_ce_4: 0.2962 loss_bbox_4: 0.1714 loss_giou_4: 0.3097 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:13] d2.utils.events INFO: eta: 13:13:10 iter: 280119 total_loss: 5.663 loss_ce: 0.261 loss_bbox: 0.1817 loss_giou: 0.3461 loss_ce_0: 0.4821 loss_bbox_0: 0.306 loss_giou_0: 0.5183 loss_ce_1: 0.3794 loss_bbox_1: 0.2173 loss_giou_1: 0.3946 loss_ce_2: 0.3123 loss_bbox_2: 0.1971 loss_giou_2: 0.3661 loss_ce_3: 0.2759 loss_bbox_3: 0.1903 loss_giou_3: 0.3563 loss_ce_4: 0.2681 loss_bbox_4: 0.1852 loss_giou_4: 0.3522 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:19] d2.utils.events INFO: eta: 13:13:15 iter: 280139 total_loss: 5.386 loss_ce: 0.2718 loss_bbox: 0.1635 loss_giou: 0.321 loss_ce_0: 0.4951 loss_bbox_0: 0.2889 loss_giou_0: 0.4899 loss_ce_1: 0.3681 loss_bbox_1: 0.1936 loss_giou_1: 0.3744 loss_ce_2: 0.3041 loss_bbox_2: 0.1774 loss_giou_2: 0.3418 loss_ce_3: 0.2783 loss_bbox_3: 0.1727 loss_giou_3: 0.3305 loss_ce_4: 0.2729 loss_bbox_4: 0.1658 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:24] d2.utils.events INFO: eta: 13:13:10 iter: 280159 total_loss: 5.205 loss_ce: 0.25 loss_bbox: 0.1719 loss_giou: 0.3305 loss_ce_0: 0.4851 loss_bbox_0: 0.2933 loss_giou_0: 0.4729 loss_ce_1: 0.374 loss_bbox_1: 0.2048 loss_giou_1: 0.3555 loss_ce_2: 0.3004 loss_bbox_2: 0.1843 loss_giou_2: 0.3401 loss_ce_3: 0.265 loss_bbox_3: 0.1771 loss_giou_3: 0.339 loss_ce_4: 0.2513 loss_bbox_4: 0.1786 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:30] d2.utils.events INFO: eta: 13:12:23 iter: 280179 total_loss: 5.477 loss_ce: 0.2675 loss_bbox: 0.1851 loss_giou: 0.3384 loss_ce_0: 0.4994 loss_bbox_0: 0.3022 loss_giou_0: 0.5072 loss_ce_1: 0.3908 loss_bbox_1: 0.2114 loss_giou_1: 0.3744 loss_ce_2: 0.3081 loss_bbox_2: 0.1971 loss_giou_2: 0.3527 loss_ce_3: 0.28 loss_bbox_3: 0.1959 loss_giou_3: 0.3484 loss_ce_4: 0.2683 loss_bbox_4: 0.1888 loss_giou_4: 0.3429 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:36] d2.utils.events INFO: eta: 13:12:18 iter: 280199 total_loss: 5.449 loss_ce: 0.2645 loss_bbox: 0.1675 loss_giou: 0.3223 loss_ce_0: 0.4855 loss_bbox_0: 0.2954 loss_giou_0: 0.4987 loss_ce_1: 0.3824 loss_bbox_1: 0.2084 loss_giou_1: 0.3758 loss_ce_2: 0.3184 loss_bbox_2: 0.1849 loss_giou_2: 0.34 loss_ce_3: 0.2849 loss_bbox_3: 0.1768 loss_giou_3: 0.3358 loss_ce_4: 0.2679 loss_bbox_4: 0.1721 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:41] d2.utils.events INFO: eta: 13:12:30 iter: 280219 total_loss: 5.319 loss_ce: 0.2561 loss_bbox: 0.1726 loss_giou: 0.3182 loss_ce_0: 0.4751 loss_bbox_0: 0.3026 loss_giou_0: 0.4849 loss_ce_1: 0.3768 loss_bbox_1: 0.1988 loss_giou_1: 0.3632 loss_ce_2: 0.3067 loss_bbox_2: 0.1832 loss_giou_2: 0.3352 loss_ce_3: 0.2734 loss_bbox_3: 0.1761 loss_giou_3: 0.3284 loss_ce_4: 0.2611 loss_bbox_4: 0.1776 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:47] d2.utils.events INFO: eta: 13:12:28 iter: 280239 total_loss: 5.34 loss_ce: 0.2506 loss_bbox: 0.1826 loss_giou: 0.3287 loss_ce_0: 0.4611 loss_bbox_0: 0.2943 loss_giou_0: 0.484 loss_ce_1: 0.3584 loss_bbox_1: 0.2085 loss_giou_1: 0.3648 loss_ce_2: 0.2958 loss_bbox_2: 0.19 loss_giou_2: 0.3343 loss_ce_3: 0.2646 loss_bbox_3: 0.1835 loss_giou_3: 0.3325 loss_ce_4: 0.2545 loss_bbox_4: 0.1861 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:53] d2.utils.events INFO: eta: 13:12:07 iter: 280259 total_loss: 5.557 loss_ce: 0.267 loss_bbox: 0.1956 loss_giou: 0.3085 loss_ce_0: 0.4948 loss_bbox_0: 0.318 loss_giou_0: 0.4849 loss_ce_1: 0.3785 loss_bbox_1: 0.2224 loss_giou_1: 0.3689 loss_ce_2: 0.3123 loss_bbox_2: 0.2103 loss_giou_2: 0.3365 loss_ce_3: 0.2803 loss_bbox_3: 0.2055 loss_giou_3: 0.3285 loss_ce_4: 0.2717 loss_bbox_4: 0.1985 loss_giou_4: 0.3149 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 12:04:58] d2.utils.events INFO: eta: 13:12:10 iter: 280279 total_loss: 5.57 loss_ce: 0.277 loss_bbox: 0.1845 loss_giou: 0.3117 loss_ce_0: 0.4961 loss_bbox_0: 0.3002 loss_giou_0: 0.4799 loss_ce_1: 0.381 loss_bbox_1: 0.2246 loss_giou_1: 0.3641 loss_ce_2: 0.3316 loss_bbox_2: 0.1967 loss_giou_2: 0.3373 loss_ce_3: 0.2989 loss_bbox_3: 0.1899 loss_giou_3: 0.323 loss_ce_4: 0.284 loss_bbox_4: 0.1883 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:04] d2.utils.events INFO: eta: 13:11:50 iter: 280299 total_loss: 5.53 loss_ce: 0.278 loss_bbox: 0.1642 loss_giou: 0.3451 loss_ce_0: 0.4944 loss_bbox_0: 0.2881 loss_giou_0: 0.5325 loss_ce_1: 0.3814 loss_bbox_1: 0.1969 loss_giou_1: 0.4002 loss_ce_2: 0.3221 loss_bbox_2: 0.1763 loss_giou_2: 0.3705 loss_ce_3: 0.2937 loss_bbox_3: 0.1716 loss_giou_3: 0.3556 loss_ce_4: 0.2828 loss_bbox_4: 0.1666 loss_giou_4: 0.3493 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:10] d2.utils.events INFO: eta: 13:11:33 iter: 280319 total_loss: 5.445 loss_ce: 0.2584 loss_bbox: 0.1815 loss_giou: 0.3287 loss_ce_0: 0.4712 loss_bbox_0: 0.2921 loss_giou_0: 0.5025 loss_ce_1: 0.3654 loss_bbox_1: 0.2092 loss_giou_1: 0.3814 loss_ce_2: 0.3095 loss_bbox_2: 0.1927 loss_giou_2: 0.3471 loss_ce_3: 0.2753 loss_bbox_3: 0.189 loss_giou_3: 0.3375 loss_ce_4: 0.2608 loss_bbox_4: 0.1771 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:15] d2.utils.events INFO: eta: 13:11:37 iter: 280339 total_loss: 5.752 loss_ce: 0.2825 loss_bbox: 0.1836 loss_giou: 0.3334 loss_ce_0: 0.5113 loss_bbox_0: 0.3289 loss_giou_0: 0.5224 loss_ce_1: 0.3933 loss_bbox_1: 0.2124 loss_giou_1: 0.3905 loss_ce_2: 0.3304 loss_bbox_2: 0.196 loss_giou_2: 0.3615 loss_ce_3: 0.3006 loss_bbox_3: 0.1853 loss_giou_3: 0.3473 loss_ce_4: 0.2888 loss_bbox_4: 0.1837 loss_giou_4: 0.3379 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:21] d2.utils.events INFO: eta: 13:11:22 iter: 280359 total_loss: 5.562 loss_ce: 0.2787 loss_bbox: 0.1613 loss_giou: 0.3427 loss_ce_0: 0.4906 loss_bbox_0: 0.2819 loss_giou_0: 0.5381 loss_ce_1: 0.3796 loss_bbox_1: 0.1906 loss_giou_1: 0.3901 loss_ce_2: 0.3343 loss_bbox_2: 0.1762 loss_giou_2: 0.3532 loss_ce_3: 0.2933 loss_bbox_3: 0.1663 loss_giou_3: 0.3406 loss_ce_4: 0.281 loss_bbox_4: 0.1617 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:26] d2.utils.events INFO: eta: 13:10:57 iter: 280379 total_loss: 5.181 loss_ce: 0.2404 loss_bbox: 0.1696 loss_giou: 0.305 loss_ce_0: 0.4611 loss_bbox_0: 0.2838 loss_giou_0: 0.4683 loss_ce_1: 0.3325 loss_bbox_1: 0.1994 loss_giou_1: 0.352 loss_ce_2: 0.2779 loss_bbox_2: 0.1848 loss_giou_2: 0.326 loss_ce_3: 0.2367 loss_bbox_3: 0.1804 loss_giou_3: 0.3126 loss_ce_4: 0.2351 loss_bbox_4: 0.1743 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:32] d2.utils.events INFO: eta: 13:10:59 iter: 280399 total_loss: 5.349 loss_ce: 0.2674 loss_bbox: 0.1698 loss_giou: 0.3313 loss_ce_0: 0.4769 loss_bbox_0: 0.291 loss_giou_0: 0.506 loss_ce_1: 0.3747 loss_bbox_1: 0.2074 loss_giou_1: 0.3787 loss_ce_2: 0.3089 loss_bbox_2: 0.1875 loss_giou_2: 0.3432 loss_ce_3: 0.2858 loss_bbox_3: 0.1801 loss_giou_3: 0.34 loss_ce_4: 0.2744 loss_bbox_4: 0.1754 loss_giou_4: 0.3398 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:38] d2.utils.events INFO: eta: 13:10:44 iter: 280419 total_loss: 5.289 loss_ce: 0.2713 loss_bbox: 0.1643 loss_giou: 0.331 loss_ce_0: 0.4711 loss_bbox_0: 0.2954 loss_giou_0: 0.5153 loss_ce_1: 0.3701 loss_bbox_1: 0.2031 loss_giou_1: 0.3701 loss_ce_2: 0.3115 loss_bbox_2: 0.1848 loss_giou_2: 0.3429 loss_ce_3: 0.2727 loss_bbox_3: 0.1735 loss_giou_3: 0.3371 loss_ce_4: 0.2615 loss_bbox_4: 0.1731 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:43] d2.utils.events INFO: eta: 13:11:09 iter: 280439 total_loss: 5.394 loss_ce: 0.2656 loss_bbox: 0.1756 loss_giou: 0.3401 loss_ce_0: 0.4626 loss_bbox_0: 0.2959 loss_giou_0: 0.5264 loss_ce_1: 0.363 loss_bbox_1: 0.1992 loss_giou_1: 0.3875 loss_ce_2: 0.3137 loss_bbox_2: 0.1851 loss_giou_2: 0.3529 loss_ce_3: 0.2803 loss_bbox_3: 0.1777 loss_giou_3: 0.3417 loss_ce_4: 0.2664 loss_bbox_4: 0.1759 loss_giou_4: 0.3451 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:49] d2.utils.events INFO: eta: 13:11:17 iter: 280459 total_loss: 5.753 loss_ce: 0.2885 loss_bbox: 0.1783 loss_giou: 0.3529 loss_ce_0: 0.4983 loss_bbox_0: 0.3044 loss_giou_0: 0.5195 loss_ce_1: 0.3879 loss_bbox_1: 0.21 loss_giou_1: 0.3951 loss_ce_2: 0.3218 loss_bbox_2: 0.1915 loss_giou_2: 0.3756 loss_ce_3: 0.3002 loss_bbox_3: 0.1847 loss_giou_3: 0.3566 loss_ce_4: 0.285 loss_bbox_4: 0.1817 loss_giou_4: 0.3515 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 12:05:55] d2.utils.events INFO: eta: 13:11:17 iter: 280479 total_loss: 5.203 loss_ce: 0.239 loss_bbox: 0.1723 loss_giou: 0.3108 loss_ce_0: 0.4821 loss_bbox_0: 0.2839 loss_giou_0: 0.4848 loss_ce_1: 0.363 loss_bbox_1: 0.1973 loss_giou_1: 0.3609 loss_ce_2: 0.2885 loss_bbox_2: 0.1796 loss_giou_2: 0.3263 loss_ce_3: 0.2573 loss_bbox_3: 0.172 loss_giou_3: 0.3205 loss_ce_4: 0.2466 loss_bbox_4: 0.1703 loss_giou_4: 0.315 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:00] d2.utils.events INFO: eta: 13:11:47 iter: 280499 total_loss: 5.596 loss_ce: 0.2652 loss_bbox: 0.1705 loss_giou: 0.3401 loss_ce_0: 0.5119 loss_bbox_0: 0.2897 loss_giou_0: 0.5377 loss_ce_1: 0.37 loss_bbox_1: 0.2066 loss_giou_1: 0.393 loss_ce_2: 0.3111 loss_bbox_2: 0.1779 loss_giou_2: 0.3562 loss_ce_3: 0.2792 loss_bbox_3: 0.1739 loss_giou_3: 0.351 loss_ce_4: 0.2706 loss_bbox_4: 0.1739 loss_giou_4: 0.3414 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:06] d2.utils.events INFO: eta: 13:11:51 iter: 280519 total_loss: 5.836 loss_ce: 0.2916 loss_bbox: 0.187 loss_giou: 0.3513 loss_ce_0: 0.5183 loss_bbox_0: 0.3185 loss_giou_0: 0.5123 loss_ce_1: 0.4055 loss_bbox_1: 0.2231 loss_giou_1: 0.3977 loss_ce_2: 0.3475 loss_bbox_2: 0.1975 loss_giou_2: 0.3763 loss_ce_3: 0.3071 loss_bbox_3: 0.1968 loss_giou_3: 0.3614 loss_ce_4: 0.2934 loss_bbox_4: 0.191 loss_giou_4: 0.3551 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:12] d2.utils.events INFO: eta: 13:11:37 iter: 280539 total_loss: 5.503 loss_ce: 0.2747 loss_bbox: 0.1808 loss_giou: 0.335 loss_ce_0: 0.4707 loss_bbox_0: 0.3035 loss_giou_0: 0.4869 loss_ce_1: 0.3689 loss_bbox_1: 0.2146 loss_giou_1: 0.3806 loss_ce_2: 0.3082 loss_bbox_2: 0.1909 loss_giou_2: 0.3483 loss_ce_3: 0.2855 loss_bbox_3: 0.1789 loss_giou_3: 0.344 loss_ce_4: 0.2715 loss_bbox_4: 0.177 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:17] d2.utils.events INFO: eta: 13:11:17 iter: 280559 total_loss: 5.329 loss_ce: 0.2684 loss_bbox: 0.1757 loss_giou: 0.3294 loss_ce_0: 0.4879 loss_bbox_0: 0.296 loss_giou_0: 0.5052 loss_ce_1: 0.3873 loss_bbox_1: 0.2084 loss_giou_1: 0.3667 loss_ce_2: 0.3318 loss_bbox_2: 0.1873 loss_giou_2: 0.3403 loss_ce_3: 0.2951 loss_bbox_3: 0.1795 loss_giou_3: 0.3242 loss_ce_4: 0.2764 loss_bbox_4: 0.1779 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:23] d2.utils.events INFO: eta: 13:11:11 iter: 280579 total_loss: 5.253 loss_ce: 0.2738 loss_bbox: 0.1801 loss_giou: 0.3121 loss_ce_0: 0.4808 loss_bbox_0: 0.2988 loss_giou_0: 0.4731 loss_ce_1: 0.3716 loss_bbox_1: 0.2048 loss_giou_1: 0.3546 loss_ce_2: 0.3047 loss_bbox_2: 0.1912 loss_giou_2: 0.336 loss_ce_3: 0.2881 loss_bbox_3: 0.1894 loss_giou_3: 0.3262 loss_ce_4: 0.2791 loss_bbox_4: 0.1821 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:29] d2.utils.events INFO: eta: 13:11:09 iter: 280599 total_loss: 5.525 loss_ce: 0.2822 loss_bbox: 0.1634 loss_giou: 0.3275 loss_ce_0: 0.5004 loss_bbox_0: 0.2935 loss_giou_0: 0.5023 loss_ce_1: 0.3843 loss_bbox_1: 0.2014 loss_giou_1: 0.3734 loss_ce_2: 0.3228 loss_bbox_2: 0.1808 loss_giou_2: 0.3498 loss_ce_3: 0.2904 loss_bbox_3: 0.1702 loss_giou_3: 0.3393 loss_ce_4: 0.2835 loss_bbox_4: 0.1683 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:34] d2.utils.events INFO: eta: 13:11:07 iter: 280619 total_loss: 5.444 loss_ce: 0.2913 loss_bbox: 0.1762 loss_giou: 0.319 loss_ce_0: 0.4866 loss_bbox_0: 0.2997 loss_giou_0: 0.5195 loss_ce_1: 0.3843 loss_bbox_1: 0.2101 loss_giou_1: 0.3759 loss_ce_2: 0.3253 loss_bbox_2: 0.1915 loss_giou_2: 0.342 loss_ce_3: 0.2968 loss_bbox_3: 0.1794 loss_giou_3: 0.3267 loss_ce_4: 0.2903 loss_bbox_4: 0.171 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:40] d2.utils.events INFO: eta: 13:10:55 iter: 280639 total_loss: 5.494 loss_ce: 0.2591 loss_bbox: 0.2001 loss_giou: 0.3125 loss_ce_0: 0.4902 loss_bbox_0: 0.3249 loss_giou_0: 0.4601 loss_ce_1: 0.3861 loss_bbox_1: 0.2311 loss_giou_1: 0.3547 loss_ce_2: 0.3179 loss_bbox_2: 0.2183 loss_giou_2: 0.3385 loss_ce_3: 0.2847 loss_bbox_3: 0.211 loss_giou_3: 0.3276 loss_ce_4: 0.2717 loss_bbox_4: 0.2053 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:46] d2.utils.events INFO: eta: 13:10:50 iter: 280659 total_loss: 5.291 loss_ce: 0.2523 loss_bbox: 0.1843 loss_giou: 0.3302 loss_ce_0: 0.4632 loss_bbox_0: 0.2949 loss_giou_0: 0.4916 loss_ce_1: 0.3516 loss_bbox_1: 0.2121 loss_giou_1: 0.3717 loss_ce_2: 0.2844 loss_bbox_2: 0.1943 loss_giou_2: 0.3367 loss_ce_3: 0.2543 loss_bbox_3: 0.1887 loss_giou_3: 0.3345 loss_ce_4: 0.2519 loss_bbox_4: 0.1869 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:51] d2.utils.events INFO: eta: 13:10:16 iter: 280679 total_loss: 5.505 loss_ce: 0.2699 loss_bbox: 0.188 loss_giou: 0.3256 loss_ce_0: 0.4786 loss_bbox_0: 0.3086 loss_giou_0: 0.5045 loss_ce_1: 0.3782 loss_bbox_1: 0.2153 loss_giou_1: 0.3734 loss_ce_2: 0.3276 loss_bbox_2: 0.1946 loss_giou_2: 0.3423 loss_ce_3: 0.2907 loss_bbox_3: 0.198 loss_giou_3: 0.3357 loss_ce_4: 0.2696 loss_bbox_4: 0.1918 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:06:57] d2.utils.events INFO: eta: 13:09:58 iter: 280699 total_loss: 5.68 loss_ce: 0.2836 loss_bbox: 0.1829 loss_giou: 0.321 loss_ce_0: 0.4758 loss_bbox_0: 0.3174 loss_giou_0: 0.5117 loss_ce_1: 0.3684 loss_bbox_1: 0.2135 loss_giou_1: 0.366 loss_ce_2: 0.3244 loss_bbox_2: 0.1979 loss_giou_2: 0.3322 loss_ce_3: 0.2982 loss_bbox_3: 0.1911 loss_giou_3: 0.3267 loss_ce_4: 0.2852 loss_bbox_4: 0.1874 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:03] d2.utils.events INFO: eta: 13:09:52 iter: 280719 total_loss: 5.606 loss_ce: 0.2689 loss_bbox: 0.1891 loss_giou: 0.3463 loss_ce_0: 0.4772 loss_bbox_0: 0.3065 loss_giou_0: 0.5201 loss_ce_1: 0.3829 loss_bbox_1: 0.218 loss_giou_1: 0.384 loss_ce_2: 0.316 loss_bbox_2: 0.1981 loss_giou_2: 0.37 loss_ce_3: 0.287 loss_bbox_3: 0.1912 loss_giou_3: 0.3552 loss_ce_4: 0.2724 loss_bbox_4: 0.1838 loss_giou_4: 0.3495 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:08] d2.utils.events INFO: eta: 13:09:40 iter: 280739 total_loss: 5.684 loss_ce: 0.2853 loss_bbox: 0.1831 loss_giou: 0.3185 loss_ce_0: 0.5028 loss_bbox_0: 0.3095 loss_giou_0: 0.5073 loss_ce_1: 0.3928 loss_bbox_1: 0.2101 loss_giou_1: 0.3687 loss_ce_2: 0.3252 loss_bbox_2: 0.1918 loss_giou_2: 0.3396 loss_ce_3: 0.2907 loss_bbox_3: 0.1879 loss_giou_3: 0.3299 loss_ce_4: 0.2821 loss_bbox_4: 0.1847 loss_giou_4: 0.3235 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:14] d2.utils.events INFO: eta: 13:09:17 iter: 280759 total_loss: 5.689 loss_ce: 0.2772 loss_bbox: 0.1847 loss_giou: 0.3208 loss_ce_0: 0.4996 loss_bbox_0: 0.3075 loss_giou_0: 0.5109 loss_ce_1: 0.3837 loss_bbox_1: 0.2155 loss_giou_1: 0.3731 loss_ce_2: 0.3211 loss_bbox_2: 0.2007 loss_giou_2: 0.3282 loss_ce_3: 0.2937 loss_bbox_3: 0.1978 loss_giou_3: 0.3273 loss_ce_4: 0.2799 loss_bbox_4: 0.186 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:20] d2.utils.events INFO: eta: 13:09:09 iter: 280779 total_loss: 5.33 loss_ce: 0.2739 loss_bbox: 0.1748 loss_giou: 0.3198 loss_ce_0: 0.4747 loss_bbox_0: 0.3059 loss_giou_0: 0.4885 loss_ce_1: 0.3767 loss_bbox_1: 0.2181 loss_giou_1: 0.3672 loss_ce_2: 0.3106 loss_bbox_2: 0.1935 loss_giou_2: 0.3314 loss_ce_3: 0.2761 loss_bbox_3: 0.1826 loss_giou_3: 0.328 loss_ce_4: 0.2693 loss_bbox_4: 0.1778 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:25] d2.utils.events INFO: eta: 13:09:04 iter: 280799 total_loss: 5.388 loss_ce: 0.2543 loss_bbox: 0.183 loss_giou: 0.3183 loss_ce_0: 0.4595 loss_bbox_0: 0.3124 loss_giou_0: 0.4959 loss_ce_1: 0.3518 loss_bbox_1: 0.2145 loss_giou_1: 0.3582 loss_ce_2: 0.2991 loss_bbox_2: 0.1962 loss_giou_2: 0.3377 loss_ce_3: 0.2737 loss_bbox_3: 0.1867 loss_giou_3: 0.3353 loss_ce_4: 0.2587 loss_bbox_4: 0.1844 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:31] d2.utils.events INFO: eta: 13:09:07 iter: 280819 total_loss: 5.334 loss_ce: 0.2484 loss_bbox: 0.1833 loss_giou: 0.3138 loss_ce_0: 0.4675 loss_bbox_0: 0.3026 loss_giou_0: 0.5074 loss_ce_1: 0.3464 loss_bbox_1: 0.2077 loss_giou_1: 0.3566 loss_ce_2: 0.3015 loss_bbox_2: 0.1863 loss_giou_2: 0.332 loss_ce_3: 0.2698 loss_bbox_3: 0.18 loss_giou_3: 0.3246 loss_ce_4: 0.2592 loss_bbox_4: 0.1841 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:37] d2.utils.events INFO: eta: 13:09:05 iter: 280839 total_loss: 5.858 loss_ce: 0.2993 loss_bbox: 0.1845 loss_giou: 0.3379 loss_ce_0: 0.4837 loss_bbox_0: 0.3072 loss_giou_0: 0.549 loss_ce_1: 0.3967 loss_bbox_1: 0.223 loss_giou_1: 0.3879 loss_ce_2: 0.3366 loss_bbox_2: 0.1953 loss_giou_2: 0.354 loss_ce_3: 0.3123 loss_bbox_3: 0.1868 loss_giou_3: 0.3425 loss_ce_4: 0.2953 loss_bbox_4: 0.1847 loss_giou_4: 0.3384 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:42] d2.utils.events INFO: eta: 13:09:12 iter: 280859 total_loss: 5.323 loss_ce: 0.2815 loss_bbox: 0.1723 loss_giou: 0.3255 loss_ce_0: 0.4806 loss_bbox_0: 0.3008 loss_giou_0: 0.5227 loss_ce_1: 0.3701 loss_bbox_1: 0.1994 loss_giou_1: 0.3834 loss_ce_2: 0.3092 loss_bbox_2: 0.1858 loss_giou_2: 0.3438 loss_ce_3: 0.2859 loss_bbox_3: 0.1828 loss_giou_3: 0.3391 loss_ce_4: 0.2727 loss_bbox_4: 0.178 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:48] d2.utils.events INFO: eta: 13:09:14 iter: 280879 total_loss: 5.614 loss_ce: 0.2677 loss_bbox: 0.1669 loss_giou: 0.3583 loss_ce_0: 0.4879 loss_bbox_0: 0.2958 loss_giou_0: 0.5102 loss_ce_1: 0.3647 loss_bbox_1: 0.2048 loss_giou_1: 0.3996 loss_ce_2: 0.3114 loss_bbox_2: 0.1828 loss_giou_2: 0.3719 loss_ce_3: 0.2824 loss_bbox_3: 0.1797 loss_giou_3: 0.3649 loss_ce_4: 0.2631 loss_bbox_4: 0.1679 loss_giou_4: 0.3607 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:54] d2.utils.events INFO: eta: 13:09:08 iter: 280899 total_loss: 5.204 loss_ce: 0.2638 loss_bbox: 0.1759 loss_giou: 0.3113 loss_ce_0: 0.4853 loss_bbox_0: 0.3026 loss_giou_0: 0.4788 loss_ce_1: 0.3735 loss_bbox_1: 0.2012 loss_giou_1: 0.3507 loss_ce_2: 0.3121 loss_bbox_2: 0.1897 loss_giou_2: 0.3312 loss_ce_3: 0.2776 loss_bbox_3: 0.1784 loss_giou_3: 0.3225 loss_ce_4: 0.2732 loss_bbox_4: 0.178 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:07:59] d2.utils.events INFO: eta: 13:08:54 iter: 280919 total_loss: 5.403 loss_ce: 0.2732 loss_bbox: 0.1834 loss_giou: 0.3217 loss_ce_0: 0.4765 loss_bbox_0: 0.2986 loss_giou_0: 0.4829 loss_ce_1: 0.3707 loss_bbox_1: 0.2068 loss_giou_1: 0.3598 loss_ce_2: 0.3157 loss_bbox_2: 0.1908 loss_giou_2: 0.3383 loss_ce_3: 0.2828 loss_bbox_3: 0.1873 loss_giou_3: 0.328 loss_ce_4: 0.272 loss_bbox_4: 0.1857 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:05] d2.utils.events INFO: eta: 13:08:48 iter: 280939 total_loss: 5.507 loss_ce: 0.2664 loss_bbox: 0.1794 loss_giou: 0.3184 loss_ce_0: 0.4997 loss_bbox_0: 0.3003 loss_giou_0: 0.5082 loss_ce_1: 0.3773 loss_bbox_1: 0.2082 loss_giou_1: 0.3745 loss_ce_2: 0.3246 loss_bbox_2: 0.1957 loss_giou_2: 0.3464 loss_ce_3: 0.2797 loss_bbox_3: 0.1881 loss_giou_3: 0.3333 loss_ce_4: 0.2778 loss_bbox_4: 0.184 loss_giou_4: 0.3247 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:11] d2.utils.events INFO: eta: 13:08:25 iter: 280959 total_loss: 5.318 loss_ce: 0.2579 loss_bbox: 0.1679 loss_giou: 0.3211 loss_ce_0: 0.4657 loss_bbox_0: 0.2822 loss_giou_0: 0.4951 loss_ce_1: 0.3563 loss_bbox_1: 0.1999 loss_giou_1: 0.3613 loss_ce_2: 0.2961 loss_bbox_2: 0.1834 loss_giou_2: 0.3371 loss_ce_3: 0.2777 loss_bbox_3: 0.1724 loss_giou_3: 0.3238 loss_ce_4: 0.2666 loss_bbox_4: 0.1692 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:16] d2.utils.events INFO: eta: 13:08:32 iter: 280979 total_loss: 5.172 loss_ce: 0.2532 loss_bbox: 0.1633 loss_giou: 0.303 loss_ce_0: 0.4751 loss_bbox_0: 0.2912 loss_giou_0: 0.4753 loss_ce_1: 0.3696 loss_bbox_1: 0.2026 loss_giou_1: 0.3489 loss_ce_2: 0.3067 loss_bbox_2: 0.1808 loss_giou_2: 0.3252 loss_ce_3: 0.2621 loss_bbox_3: 0.1722 loss_giou_3: 0.3145 loss_ce_4: 0.2586 loss_bbox_4: 0.1671 loss_giou_4: 0.3084 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:22] d2.utils.events INFO: eta: 13:08:32 iter: 280999 total_loss: 5.334 loss_ce: 0.2629 loss_bbox: 0.177 loss_giou: 0.3229 loss_ce_0: 0.4694 loss_bbox_0: 0.3087 loss_giou_0: 0.5003 loss_ce_1: 0.3641 loss_bbox_1: 0.2129 loss_giou_1: 0.3663 loss_ce_2: 0.2955 loss_bbox_2: 0.1876 loss_giou_2: 0.3379 loss_ce_3: 0.2682 loss_bbox_3: 0.1821 loss_giou_3: 0.3236 loss_ce_4: 0.2564 loss_bbox_4: 0.1781 loss_giou_4: 0.3201 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:28] d2.utils.events INFO: eta: 13:08:50 iter: 281019 total_loss: 5.248 loss_ce: 0.2445 loss_bbox: 0.1633 loss_giou: 0.313 loss_ce_0: 0.481 loss_bbox_0: 0.2936 loss_giou_0: 0.4928 loss_ce_1: 0.3557 loss_bbox_1: 0.2025 loss_giou_1: 0.3643 loss_ce_2: 0.3106 loss_bbox_2: 0.1811 loss_giou_2: 0.329 loss_ce_3: 0.2642 loss_bbox_3: 0.1744 loss_giou_3: 0.3218 loss_ce_4: 0.2571 loss_bbox_4: 0.1669 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:33] d2.utils.events INFO: eta: 13:08:39 iter: 281039 total_loss: 5.176 loss_ce: 0.2547 loss_bbox: 0.1611 loss_giou: 0.3076 loss_ce_0: 0.4695 loss_bbox_0: 0.2747 loss_giou_0: 0.4764 loss_ce_1: 0.3415 loss_bbox_1: 0.1938 loss_giou_1: 0.3511 loss_ce_2: 0.2864 loss_bbox_2: 0.1738 loss_giou_2: 0.3259 loss_ce_3: 0.254 loss_bbox_3: 0.1691 loss_giou_3: 0.317 loss_ce_4: 0.249 loss_bbox_4: 0.164 loss_giou_4: 0.3106 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:39] d2.utils.events INFO: eta: 13:08:23 iter: 281059 total_loss: 5.034 loss_ce: 0.2386 loss_bbox: 0.1692 loss_giou: 0.3027 loss_ce_0: 0.4482 loss_bbox_0: 0.2848 loss_giou_0: 0.4664 loss_ce_1: 0.3602 loss_bbox_1: 0.2039 loss_giou_1: 0.3413 loss_ce_2: 0.2896 loss_bbox_2: 0.1862 loss_giou_2: 0.3196 loss_ce_3: 0.2612 loss_bbox_3: 0.1804 loss_giou_3: 0.3103 loss_ce_4: 0.2417 loss_bbox_4: 0.1752 loss_giou_4: 0.3028 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:45] d2.utils.events INFO: eta: 13:08:30 iter: 281079 total_loss: 5.423 loss_ce: 0.2762 loss_bbox: 0.1884 loss_giou: 0.3045 loss_ce_0: 0.5163 loss_bbox_0: 0.3159 loss_giou_0: 0.497 loss_ce_1: 0.3927 loss_bbox_1: 0.2264 loss_giou_1: 0.3628 loss_ce_2: 0.3379 loss_bbox_2: 0.2032 loss_giou_2: 0.3258 loss_ce_3: 0.3088 loss_bbox_3: 0.191 loss_giou_3: 0.3198 loss_ce_4: 0.2848 loss_bbox_4: 0.1908 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:50] d2.utils.events INFO: eta: 13:08:21 iter: 281099 total_loss: 5.374 loss_ce: 0.2542 loss_bbox: 0.168 loss_giou: 0.3215 loss_ce_0: 0.483 loss_bbox_0: 0.2876 loss_giou_0: 0.5119 loss_ce_1: 0.3632 loss_bbox_1: 0.2014 loss_giou_1: 0.3731 loss_ce_2: 0.3035 loss_bbox_2: 0.1835 loss_giou_2: 0.3362 loss_ce_3: 0.2641 loss_bbox_3: 0.1754 loss_giou_3: 0.327 loss_ce_4: 0.2545 loss_bbox_4: 0.1736 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 12:08:56] d2.utils.events INFO: eta: 13:08:06 iter: 281119 total_loss: 5.195 loss_ce: 0.2524 loss_bbox: 0.1609 loss_giou: 0.3141 loss_ce_0: 0.4851 loss_bbox_0: 0.2791 loss_giou_0: 0.5146 loss_ce_1: 0.3673 loss_bbox_1: 0.1982 loss_giou_1: 0.3678 loss_ce_2: 0.2977 loss_bbox_2: 0.1732 loss_giou_2: 0.3397 loss_ce_3: 0.2736 loss_bbox_3: 0.1662 loss_giou_3: 0.3244 loss_ce_4: 0.2515 loss_bbox_4: 0.1624 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:02] d2.utils.events INFO: eta: 13:07:54 iter: 281139 total_loss: 5.539 loss_ce: 0.2651 loss_bbox: 0.1884 loss_giou: 0.3508 loss_ce_0: 0.4912 loss_bbox_0: 0.3081 loss_giou_0: 0.5395 loss_ce_1: 0.388 loss_bbox_1: 0.2124 loss_giou_1: 0.389 loss_ce_2: 0.317 loss_bbox_2: 0.2034 loss_giou_2: 0.3686 loss_ce_3: 0.28 loss_bbox_3: 0.1915 loss_giou_3: 0.3579 loss_ce_4: 0.2652 loss_bbox_4: 0.1914 loss_giou_4: 0.3547 time: 0.2799 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:07] d2.utils.events INFO: eta: 13:07:51 iter: 281159 total_loss: 5.761 loss_ce: 0.2798 loss_bbox: 0.1936 loss_giou: 0.3479 loss_ce_0: 0.4937 loss_bbox_0: 0.3165 loss_giou_0: 0.513 loss_ce_1: 0.3766 loss_bbox_1: 0.2334 loss_giou_1: 0.39 loss_ce_2: 0.3211 loss_bbox_2: 0.2055 loss_giou_2: 0.3618 loss_ce_3: 0.2915 loss_bbox_3: 0.1957 loss_giou_3: 0.3551 loss_ce_4: 0.2762 loss_bbox_4: 0.1947 loss_giou_4: 0.3512 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:13] d2.utils.events INFO: eta: 13:08:05 iter: 281179 total_loss: 5.202 loss_ce: 0.2456 loss_bbox: 0.161 loss_giou: 0.3116 loss_ce_0: 0.4686 loss_bbox_0: 0.2803 loss_giou_0: 0.5048 loss_ce_1: 0.3639 loss_bbox_1: 0.1929 loss_giou_1: 0.3632 loss_ce_2: 0.2957 loss_bbox_2: 0.1741 loss_giou_2: 0.3404 loss_ce_3: 0.2633 loss_bbox_3: 0.1673 loss_giou_3: 0.3291 loss_ce_4: 0.2458 loss_bbox_4: 0.1624 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:19] d2.utils.events INFO: eta: 13:08:09 iter: 281199 total_loss: 5.256 loss_ce: 0.2508 loss_bbox: 0.1744 loss_giou: 0.3114 loss_ce_0: 0.4809 loss_bbox_0: 0.2905 loss_giou_0: 0.4863 loss_ce_1: 0.3594 loss_bbox_1: 0.2124 loss_giou_1: 0.3516 loss_ce_2: 0.3076 loss_bbox_2: 0.1876 loss_giou_2: 0.329 loss_ce_3: 0.2672 loss_bbox_3: 0.1803 loss_giou_3: 0.3192 loss_ce_4: 0.2532 loss_bbox_4: 0.1757 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:25] d2.utils.events INFO: eta: 13:08:10 iter: 281219 total_loss: 5.444 loss_ce: 0.2476 loss_bbox: 0.1801 loss_giou: 0.3118 loss_ce_0: 0.4802 loss_bbox_0: 0.3024 loss_giou_0: 0.4859 loss_ce_1: 0.3683 loss_bbox_1: 0.2153 loss_giou_1: 0.3567 loss_ce_2: 0.3107 loss_bbox_2: 0.1937 loss_giou_2: 0.3363 loss_ce_3: 0.2667 loss_bbox_3: 0.1893 loss_giou_3: 0.3218 loss_ce_4: 0.2522 loss_bbox_4: 0.1881 loss_giou_4: 0.3171 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:30] d2.utils.events INFO: eta: 13:08:22 iter: 281239 total_loss: 5.26 loss_ce: 0.2442 loss_bbox: 0.1721 loss_giou: 0.3281 loss_ce_0: 0.4666 loss_bbox_0: 0.2822 loss_giou_0: 0.5167 loss_ce_1: 0.3502 loss_bbox_1: 0.1963 loss_giou_1: 0.379 loss_ce_2: 0.2893 loss_bbox_2: 0.1807 loss_giou_2: 0.3476 loss_ce_3: 0.2521 loss_bbox_3: 0.1826 loss_giou_3: 0.3382 loss_ce_4: 0.2349 loss_bbox_4: 0.1766 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:36] d2.utils.events INFO: eta: 13:08:10 iter: 281259 total_loss: 5.294 loss_ce: 0.2716 loss_bbox: 0.1621 loss_giou: 0.3187 loss_ce_0: 0.4862 loss_bbox_0: 0.2926 loss_giou_0: 0.5026 loss_ce_1: 0.371 loss_bbox_1: 0.1939 loss_giou_1: 0.3676 loss_ce_2: 0.308 loss_bbox_2: 0.1751 loss_giou_2: 0.3379 loss_ce_3: 0.2765 loss_bbox_3: 0.1695 loss_giou_3: 0.3268 loss_ce_4: 0.273 loss_bbox_4: 0.1615 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:42] d2.utils.events INFO: eta: 13:07:53 iter: 281279 total_loss: 5.609 loss_ce: 0.2663 loss_bbox: 0.1629 loss_giou: 0.3213 loss_ce_0: 0.4736 loss_bbox_0: 0.3083 loss_giou_0: 0.5122 loss_ce_1: 0.3742 loss_bbox_1: 0.201 loss_giou_1: 0.3782 loss_ce_2: 0.3125 loss_bbox_2: 0.1804 loss_giou_2: 0.3522 loss_ce_3: 0.2751 loss_bbox_3: 0.1715 loss_giou_3: 0.3387 loss_ce_4: 0.2644 loss_bbox_4: 0.1641 loss_giou_4: 0.3265 time: 0.2799 data_time: 0.0362 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:47] d2.utils.events INFO: eta: 13:07:58 iter: 281299 total_loss: 5.52 loss_ce: 0.2481 loss_bbox: 0.1689 loss_giou: 0.3303 loss_ce_0: 0.4958 loss_bbox_0: 0.2962 loss_giou_0: 0.5324 loss_ce_1: 0.3736 loss_bbox_1: 0.1994 loss_giou_1: 0.3844 loss_ce_2: 0.3019 loss_bbox_2: 0.1833 loss_giou_2: 0.3517 loss_ce_3: 0.2644 loss_bbox_3: 0.1768 loss_giou_3: 0.3448 loss_ce_4: 0.2651 loss_bbox_4: 0.1706 loss_giou_4: 0.3315 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:53] d2.utils.events INFO: eta: 13:08:03 iter: 281319 total_loss: 5.714 loss_ce: 0.2856 loss_bbox: 0.1796 loss_giou: 0.3212 loss_ce_0: 0.4941 loss_bbox_0: 0.3123 loss_giou_0: 0.5148 loss_ce_1: 0.3903 loss_bbox_1: 0.2197 loss_giou_1: 0.3826 loss_ce_2: 0.3264 loss_bbox_2: 0.1929 loss_giou_2: 0.3475 loss_ce_3: 0.297 loss_bbox_3: 0.1878 loss_giou_3: 0.3329 loss_ce_4: 0.2846 loss_bbox_4: 0.1807 loss_giou_4: 0.327 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 12:09:59] d2.utils.events INFO: eta: 13:07:51 iter: 281339 total_loss: 5.341 loss_ce: 0.2623 loss_bbox: 0.1721 loss_giou: 0.3154 loss_ce_0: 0.4901 loss_bbox_0: 0.2938 loss_giou_0: 0.4891 loss_ce_1: 0.3712 loss_bbox_1: 0.2018 loss_giou_1: 0.3608 loss_ce_2: 0.3191 loss_bbox_2: 0.1858 loss_giou_2: 0.3286 loss_ce_3: 0.2806 loss_bbox_3: 0.1804 loss_giou_3: 0.323 loss_ce_4: 0.2647 loss_bbox_4: 0.1756 loss_giou_4: 0.3165 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:04] d2.utils.events INFO: eta: 13:07:34 iter: 281359 total_loss: 5.35 loss_ce: 0.2644 loss_bbox: 0.1803 loss_giou: 0.3166 loss_ce_0: 0.4742 loss_bbox_0: 0.3022 loss_giou_0: 0.485 loss_ce_1: 0.3564 loss_bbox_1: 0.2064 loss_giou_1: 0.3623 loss_ce_2: 0.2994 loss_bbox_2: 0.1939 loss_giou_2: 0.3321 loss_ce_3: 0.2673 loss_bbox_3: 0.185 loss_giou_3: 0.3234 loss_ce_4: 0.2697 loss_bbox_4: 0.1803 loss_giou_4: 0.317 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:10] d2.utils.events INFO: eta: 13:07:25 iter: 281379 total_loss: 5.5 loss_ce: 0.2414 loss_bbox: 0.1856 loss_giou: 0.3209 loss_ce_0: 0.4798 loss_bbox_0: 0.3046 loss_giou_0: 0.4878 loss_ce_1: 0.3626 loss_bbox_1: 0.222 loss_giou_1: 0.3712 loss_ce_2: 0.3036 loss_bbox_2: 0.201 loss_giou_2: 0.3359 loss_ce_3: 0.2656 loss_bbox_3: 0.1961 loss_giou_3: 0.3277 loss_ce_4: 0.2464 loss_bbox_4: 0.1885 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:15] d2.utils.events INFO: eta: 13:07:22 iter: 281399 total_loss: 5.4 loss_ce: 0.2564 loss_bbox: 0.1695 loss_giou: 0.3287 loss_ce_0: 0.4891 loss_bbox_0: 0.2965 loss_giou_0: 0.5058 loss_ce_1: 0.3862 loss_bbox_1: 0.2033 loss_giou_1: 0.3763 loss_ce_2: 0.3151 loss_bbox_2: 0.1802 loss_giou_2: 0.3437 loss_ce_3: 0.2745 loss_bbox_3: 0.1718 loss_giou_3: 0.3388 loss_ce_4: 0.2629 loss_bbox_4: 0.1704 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:21] d2.utils.events INFO: eta: 13:07:32 iter: 281419 total_loss: 5.706 loss_ce: 0.2898 loss_bbox: 0.1835 loss_giou: 0.3337 loss_ce_0: 0.4755 loss_bbox_0: 0.3035 loss_giou_0: 0.5066 loss_ce_1: 0.3842 loss_bbox_1: 0.2184 loss_giou_1: 0.3895 loss_ce_2: 0.3371 loss_bbox_2: 0.1941 loss_giou_2: 0.3526 loss_ce_3: 0.3044 loss_bbox_3: 0.1927 loss_giou_3: 0.3414 loss_ce_4: 0.2938 loss_bbox_4: 0.1839 loss_giou_4: 0.333 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:27] d2.utils.events INFO: eta: 13:07:29 iter: 281439 total_loss: 5.412 loss_ce: 0.2644 loss_bbox: 0.1724 loss_giou: 0.3189 loss_ce_0: 0.477 loss_bbox_0: 0.3003 loss_giou_0: 0.4987 loss_ce_1: 0.3762 loss_bbox_1: 0.2024 loss_giou_1: 0.3606 loss_ce_2: 0.31 loss_bbox_2: 0.1887 loss_giou_2: 0.3438 loss_ce_3: 0.2878 loss_bbox_3: 0.1827 loss_giou_3: 0.3317 loss_ce_4: 0.2723 loss_bbox_4: 0.1761 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:33] d2.utils.events INFO: eta: 13:07:21 iter: 281459 total_loss: 5.353 loss_ce: 0.2523 loss_bbox: 0.1696 loss_giou: 0.337 loss_ce_0: 0.4702 loss_bbox_0: 0.2961 loss_giou_0: 0.5278 loss_ce_1: 0.3572 loss_bbox_1: 0.2011 loss_giou_1: 0.3696 loss_ce_2: 0.2839 loss_bbox_2: 0.1847 loss_giou_2: 0.3551 loss_ce_3: 0.2558 loss_bbox_3: 0.1771 loss_giou_3: 0.3462 loss_ce_4: 0.2536 loss_bbox_4: 0.1699 loss_giou_4: 0.3444 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:38] d2.utils.events INFO: eta: 13:07:15 iter: 281479 total_loss: 5.22 loss_ce: 0.2543 loss_bbox: 0.1678 loss_giou: 0.3015 loss_ce_0: 0.4724 loss_bbox_0: 0.2964 loss_giou_0: 0.4957 loss_ce_1: 0.3528 loss_bbox_1: 0.1979 loss_giou_1: 0.3498 loss_ce_2: 0.3025 loss_bbox_2: 0.1846 loss_giou_2: 0.3187 loss_ce_3: 0.2732 loss_bbox_3: 0.1751 loss_giou_3: 0.3086 loss_ce_4: 0.2601 loss_bbox_4: 0.1704 loss_giou_4: 0.3017 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:44] d2.utils.events INFO: eta: 13:07:01 iter: 281499 total_loss: 5.406 loss_ce: 0.2534 loss_bbox: 0.1604 loss_giou: 0.3163 loss_ce_0: 0.4711 loss_bbox_0: 0.2783 loss_giou_0: 0.4973 loss_ce_1: 0.3611 loss_bbox_1: 0.1938 loss_giou_1: 0.3584 loss_ce_2: 0.2983 loss_bbox_2: 0.1761 loss_giou_2: 0.3289 loss_ce_3: 0.2708 loss_bbox_3: 0.17 loss_giou_3: 0.326 loss_ce_4: 0.2562 loss_bbox_4: 0.1624 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:50] d2.utils.events INFO: eta: 13:06:49 iter: 281519 total_loss: 5.492 loss_ce: 0.262 loss_bbox: 0.1722 loss_giou: 0.3166 loss_ce_0: 0.4868 loss_bbox_0: 0.3132 loss_giou_0: 0.4816 loss_ce_1: 0.3818 loss_bbox_1: 0.2098 loss_giou_1: 0.3642 loss_ce_2: 0.3178 loss_bbox_2: 0.1875 loss_giou_2: 0.3381 loss_ce_3: 0.2737 loss_bbox_3: 0.1845 loss_giou_3: 0.327 loss_ce_4: 0.2609 loss_bbox_4: 0.1792 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 12:10:55] d2.utils.events INFO: eta: 13:06:51 iter: 281539 total_loss: 5.411 loss_ce: 0.2573 loss_bbox: 0.1762 loss_giou: 0.3441 loss_ce_0: 0.4691 loss_bbox_0: 0.2966 loss_giou_0: 0.5298 loss_ce_1: 0.3609 loss_bbox_1: 0.2096 loss_giou_1: 0.3865 loss_ce_2: 0.3139 loss_bbox_2: 0.1858 loss_giou_2: 0.3613 loss_ce_3: 0.2769 loss_bbox_3: 0.1801 loss_giou_3: 0.3534 loss_ce_4: 0.2635 loss_bbox_4: 0.1782 loss_giou_4: 0.3462 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:01] d2.utils.events INFO: eta: 13:06:57 iter: 281559 total_loss: 5.313 loss_ce: 0.2506 loss_bbox: 0.1702 loss_giou: 0.3091 loss_ce_0: 0.4658 loss_bbox_0: 0.3054 loss_giou_0: 0.4944 loss_ce_1: 0.3614 loss_bbox_1: 0.2063 loss_giou_1: 0.3584 loss_ce_2: 0.2893 loss_bbox_2: 0.1836 loss_giou_2: 0.3249 loss_ce_3: 0.2657 loss_bbox_3: 0.1753 loss_giou_3: 0.319 loss_ce_4: 0.2556 loss_bbox_4: 0.1734 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:07] d2.utils.events INFO: eta: 13:07:02 iter: 281579 total_loss: 5.456 loss_ce: 0.2652 loss_bbox: 0.1801 loss_giou: 0.317 loss_ce_0: 0.4989 loss_bbox_0: 0.3137 loss_giou_0: 0.5072 loss_ce_1: 0.3845 loss_bbox_1: 0.2109 loss_giou_1: 0.3635 loss_ce_2: 0.322 loss_bbox_2: 0.1948 loss_giou_2: 0.3325 loss_ce_3: 0.2866 loss_bbox_3: 0.1883 loss_giou_3: 0.324 loss_ce_4: 0.2693 loss_bbox_4: 0.1802 loss_giou_4: 0.3188 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:12] d2.utils.events INFO: eta: 13:07:01 iter: 281599 total_loss: 5.401 loss_ce: 0.2531 loss_bbox: 0.1585 loss_giou: 0.3377 loss_ce_0: 0.4858 loss_bbox_0: 0.283 loss_giou_0: 0.5183 loss_ce_1: 0.371 loss_bbox_1: 0.1943 loss_giou_1: 0.3891 loss_ce_2: 0.3211 loss_bbox_2: 0.1705 loss_giou_2: 0.358 loss_ce_3: 0.2773 loss_bbox_3: 0.1649 loss_giou_3: 0.3401 loss_ce_4: 0.2544 loss_bbox_4: 0.1605 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:18] d2.utils.events INFO: eta: 13:06:58 iter: 281619 total_loss: 5.218 loss_ce: 0.2296 loss_bbox: 0.1659 loss_giou: 0.308 loss_ce_0: 0.4563 loss_bbox_0: 0.2816 loss_giou_0: 0.4948 loss_ce_1: 0.353 loss_bbox_1: 0.1944 loss_giou_1: 0.3665 loss_ce_2: 0.2793 loss_bbox_2: 0.177 loss_giou_2: 0.3366 loss_ce_3: 0.2444 loss_bbox_3: 0.1713 loss_giou_3: 0.3215 loss_ce_4: 0.2248 loss_bbox_4: 0.1643 loss_giou_4: 0.3129 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:24] d2.utils.events INFO: eta: 13:06:50 iter: 281639 total_loss: 5.719 loss_ce: 0.286 loss_bbox: 0.179 loss_giou: 0.3311 loss_ce_0: 0.4965 loss_bbox_0: 0.2975 loss_giou_0: 0.4866 loss_ce_1: 0.3963 loss_bbox_1: 0.2087 loss_giou_1: 0.3805 loss_ce_2: 0.3286 loss_bbox_2: 0.1972 loss_giou_2: 0.3517 loss_ce_3: 0.3084 loss_bbox_3: 0.1865 loss_giou_3: 0.3375 loss_ce_4: 0.2888 loss_bbox_4: 0.1815 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:29] d2.utils.events INFO: eta: 13:06:42 iter: 281659 total_loss: 5.461 loss_ce: 0.2674 loss_bbox: 0.181 loss_giou: 0.3267 loss_ce_0: 0.4763 loss_bbox_0: 0.3079 loss_giou_0: 0.5065 loss_ce_1: 0.38 loss_bbox_1: 0.2124 loss_giou_1: 0.3673 loss_ce_2: 0.3178 loss_bbox_2: 0.1914 loss_giou_2: 0.3373 loss_ce_3: 0.2855 loss_bbox_3: 0.1887 loss_giou_3: 0.3308 loss_ce_4: 0.2677 loss_bbox_4: 0.1847 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:35] d2.utils.events INFO: eta: 13:06:46 iter: 281679 total_loss: 5.522 loss_ce: 0.248 loss_bbox: 0.1816 loss_giou: 0.3263 loss_ce_0: 0.4865 loss_bbox_0: 0.3018 loss_giou_0: 0.5009 loss_ce_1: 0.374 loss_bbox_1: 0.2161 loss_giou_1: 0.3746 loss_ce_2: 0.3065 loss_bbox_2: 0.1993 loss_giou_2: 0.3477 loss_ce_3: 0.2716 loss_bbox_3: 0.189 loss_giou_3: 0.3367 loss_ce_4: 0.2499 loss_bbox_4: 0.186 loss_giou_4: 0.3254 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:41] d2.utils.events INFO: eta: 13:06:51 iter: 281699 total_loss: 5.285 loss_ce: 0.2727 loss_bbox: 0.1678 loss_giou: 0.3095 loss_ce_0: 0.4762 loss_bbox_0: 0.3008 loss_giou_0: 0.504 loss_ce_1: 0.3741 loss_bbox_1: 0.2003 loss_giou_1: 0.3581 loss_ce_2: 0.3044 loss_bbox_2: 0.1794 loss_giou_2: 0.3292 loss_ce_3: 0.2789 loss_bbox_3: 0.1749 loss_giou_3: 0.3185 loss_ce_4: 0.2732 loss_bbox_4: 0.169 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:46] d2.utils.events INFO: eta: 13:06:32 iter: 281719 total_loss: 5.274 loss_ce: 0.2571 loss_bbox: 0.171 loss_giou: 0.3174 loss_ce_0: 0.4794 loss_bbox_0: 0.2821 loss_giou_0: 0.4707 loss_ce_1: 0.3631 loss_bbox_1: 0.2004 loss_giou_1: 0.3578 loss_ce_2: 0.308 loss_bbox_2: 0.1803 loss_giou_2: 0.33 loss_ce_3: 0.2703 loss_bbox_3: 0.173 loss_giou_3: 0.3242 loss_ce_4: 0.2609 loss_bbox_4: 0.1709 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:52] d2.utils.events INFO: eta: 13:06:41 iter: 281739 total_loss: 5.374 loss_ce: 0.2629 loss_bbox: 0.1712 loss_giou: 0.3182 loss_ce_0: 0.4783 loss_bbox_0: 0.2982 loss_giou_0: 0.492 loss_ce_1: 0.3805 loss_bbox_1: 0.2034 loss_giou_1: 0.36 loss_ce_2: 0.318 loss_bbox_2: 0.1859 loss_giou_2: 0.3292 loss_ce_3: 0.278 loss_bbox_3: 0.1782 loss_giou_3: 0.3324 loss_ce_4: 0.2646 loss_bbox_4: 0.1762 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 12:11:58] d2.utils.events INFO: eta: 13:06:39 iter: 281759 total_loss: 5.508 loss_ce: 0.2614 loss_bbox: 0.1613 loss_giou: 0.3181 loss_ce_0: 0.4941 loss_bbox_0: 0.2844 loss_giou_0: 0.5131 loss_ce_1: 0.3636 loss_bbox_1: 0.1935 loss_giou_1: 0.3697 loss_ce_2: 0.3091 loss_bbox_2: 0.1691 loss_giou_2: 0.3387 loss_ce_3: 0.2858 loss_bbox_3: 0.1636 loss_giou_3: 0.3281 loss_ce_4: 0.2606 loss_bbox_4: 0.1618 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:03] d2.utils.events INFO: eta: 13:06:38 iter: 281779 total_loss: 5.287 loss_ce: 0.2591 loss_bbox: 0.1755 loss_giou: 0.305 loss_ce_0: 0.4761 loss_bbox_0: 0.2787 loss_giou_0: 0.474 loss_ce_1: 0.3639 loss_bbox_1: 0.1994 loss_giou_1: 0.3591 loss_ce_2: 0.3062 loss_bbox_2: 0.1891 loss_giou_2: 0.3237 loss_ce_3: 0.2711 loss_bbox_3: 0.1802 loss_giou_3: 0.3131 loss_ce_4: 0.2577 loss_bbox_4: 0.1813 loss_giou_4: 0.304 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:09] d2.utils.events INFO: eta: 13:06:32 iter: 281799 total_loss: 5.654 loss_ce: 0.285 loss_bbox: 0.174 loss_giou: 0.3419 loss_ce_0: 0.4923 loss_bbox_0: 0.2962 loss_giou_0: 0.5183 loss_ce_1: 0.3801 loss_bbox_1: 0.2074 loss_giou_1: 0.3867 loss_ce_2: 0.3279 loss_bbox_2: 0.1911 loss_giou_2: 0.3542 loss_ce_3: 0.2936 loss_bbox_3: 0.1806 loss_giou_3: 0.3515 loss_ce_4: 0.2835 loss_bbox_4: 0.1749 loss_giou_4: 0.3512 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:15] d2.utils.events INFO: eta: 13:06:21 iter: 281819 total_loss: 5.438 loss_ce: 0.2732 loss_bbox: 0.1748 loss_giou: 0.3252 loss_ce_0: 0.486 loss_bbox_0: 0.2945 loss_giou_0: 0.5015 loss_ce_1: 0.3858 loss_bbox_1: 0.2069 loss_giou_1: 0.3696 loss_ce_2: 0.3211 loss_bbox_2: 0.1804 loss_giou_2: 0.3365 loss_ce_3: 0.2994 loss_bbox_3: 0.1788 loss_giou_3: 0.3299 loss_ce_4: 0.277 loss_bbox_4: 0.1741 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:20] d2.utils.events INFO: eta: 13:06:14 iter: 281839 total_loss: 5.509 loss_ce: 0.2664 loss_bbox: 0.1727 loss_giou: 0.3252 loss_ce_0: 0.483 loss_bbox_0: 0.2893 loss_giou_0: 0.5143 loss_ce_1: 0.3767 loss_bbox_1: 0.2052 loss_giou_1: 0.379 loss_ce_2: 0.3212 loss_bbox_2: 0.1839 loss_giou_2: 0.349 loss_ce_3: 0.2814 loss_bbox_3: 0.1821 loss_giou_3: 0.3364 loss_ce_4: 0.2696 loss_bbox_4: 0.1736 loss_giou_4: 0.3304 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:26] d2.utils.events INFO: eta: 13:06:06 iter: 281859 total_loss: 5.744 loss_ce: 0.2806 loss_bbox: 0.1867 loss_giou: 0.3457 loss_ce_0: 0.5005 loss_bbox_0: 0.3148 loss_giou_0: 0.5244 loss_ce_1: 0.407 loss_bbox_1: 0.2189 loss_giou_1: 0.3922 loss_ce_2: 0.3332 loss_bbox_2: 0.1958 loss_giou_2: 0.3649 loss_ce_3: 0.3041 loss_bbox_3: 0.1902 loss_giou_3: 0.3528 loss_ce_4: 0.291 loss_bbox_4: 0.188 loss_giou_4: 0.3512 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:32] d2.utils.events INFO: eta: 13:05:50 iter: 281879 total_loss: 5.638 loss_ce: 0.281 loss_bbox: 0.1816 loss_giou: 0.3347 loss_ce_0: 0.4871 loss_bbox_0: 0.3026 loss_giou_0: 0.5183 loss_ce_1: 0.382 loss_bbox_1: 0.2173 loss_giou_1: 0.3919 loss_ce_2: 0.3259 loss_bbox_2: 0.1966 loss_giou_2: 0.3527 loss_ce_3: 0.2998 loss_bbox_3: 0.1871 loss_giou_3: 0.3457 loss_ce_4: 0.2829 loss_bbox_4: 0.1832 loss_giou_4: 0.3368 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:37] d2.utils.events INFO: eta: 13:05:33 iter: 281899 total_loss: 5.128 loss_ce: 0.261 loss_bbox: 0.1619 loss_giou: 0.3074 loss_ce_0: 0.4756 loss_bbox_0: 0.2834 loss_giou_0: 0.4986 loss_ce_1: 0.3705 loss_bbox_1: 0.1866 loss_giou_1: 0.3612 loss_ce_2: 0.3158 loss_bbox_2: 0.1743 loss_giou_2: 0.3271 loss_ce_3: 0.2776 loss_bbox_3: 0.167 loss_giou_3: 0.3186 loss_ce_4: 0.2636 loss_bbox_4: 0.1634 loss_giou_4: 0.312 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:43] d2.utils.events INFO: eta: 13:05:27 iter: 281919 total_loss: 5.294 loss_ce: 0.2656 loss_bbox: 0.1642 loss_giou: 0.3137 loss_ce_0: 0.4721 loss_bbox_0: 0.2726 loss_giou_0: 0.4923 loss_ce_1: 0.3613 loss_bbox_1: 0.194 loss_giou_1: 0.3735 loss_ce_2: 0.3081 loss_bbox_2: 0.1735 loss_giou_2: 0.3388 loss_ce_3: 0.2737 loss_bbox_3: 0.1688 loss_giou_3: 0.3251 loss_ce_4: 0.2621 loss_bbox_4: 0.1652 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:48] d2.utils.events INFO: eta: 13:05:09 iter: 281939 total_loss: 5.522 loss_ce: 0.2764 loss_bbox: 0.1864 loss_giou: 0.3037 loss_ce_0: 0.4918 loss_bbox_0: 0.3138 loss_giou_0: 0.4804 loss_ce_1: 0.3781 loss_bbox_1: 0.217 loss_giou_1: 0.3544 loss_ce_2: 0.3166 loss_bbox_2: 0.2024 loss_giou_2: 0.3325 loss_ce_3: 0.2855 loss_bbox_3: 0.1943 loss_giou_3: 0.3161 loss_ce_4: 0.2797 loss_bbox_4: 0.1902 loss_giou_4: 0.3098 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 12:12:54] d2.utils.events INFO: eta: 13:05:17 iter: 281959 total_loss: 5.648 loss_ce: 0.2684 loss_bbox: 0.179 loss_giou: 0.3266 loss_ce_0: 0.4817 loss_bbox_0: 0.2993 loss_giou_0: 0.4932 loss_ce_1: 0.3801 loss_bbox_1: 0.2113 loss_giou_1: 0.3762 loss_ce_2: 0.3124 loss_bbox_2: 0.1926 loss_giou_2: 0.3505 loss_ce_3: 0.2814 loss_bbox_3: 0.1849 loss_giou_3: 0.3404 loss_ce_4: 0.2674 loss_bbox_4: 0.1825 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:00] d2.utils.events INFO: eta: 13:04:51 iter: 281979 total_loss: 5.757 loss_ce: 0.283 loss_bbox: 0.1844 loss_giou: 0.3482 loss_ce_0: 0.5002 loss_bbox_0: 0.3074 loss_giou_0: 0.5437 loss_ce_1: 0.3988 loss_bbox_1: 0.2177 loss_giou_1: 0.4058 loss_ce_2: 0.3228 loss_bbox_2: 0.1996 loss_giou_2: 0.3639 loss_ce_3: 0.2914 loss_bbox_3: 0.1886 loss_giou_3: 0.3596 loss_ce_4: 0.2857 loss_bbox_4: 0.1874 loss_giou_4: 0.3546 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:05] d2.utils.events INFO: eta: 13:04:46 iter: 281999 total_loss: 5.284 loss_ce: 0.2448 loss_bbox: 0.1742 loss_giou: 0.3088 loss_ce_0: 0.4825 loss_bbox_0: 0.301 loss_giou_0: 0.5004 loss_ce_1: 0.3705 loss_bbox_1: 0.2104 loss_giou_1: 0.3598 loss_ce_2: 0.3046 loss_bbox_2: 0.1896 loss_giou_2: 0.3306 loss_ce_3: 0.2606 loss_bbox_3: 0.1782 loss_giou_3: 0.316 loss_ce_4: 0.2488 loss_bbox_4: 0.1756 loss_giou_4: 0.3106 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:11] d2.utils.events INFO: eta: 13:04:40 iter: 282019 total_loss: 5.444 loss_ce: 0.265 loss_bbox: 0.1883 loss_giou: 0.3084 loss_ce_0: 0.5212 loss_bbox_0: 0.3176 loss_giou_0: 0.4725 loss_ce_1: 0.4036 loss_bbox_1: 0.2232 loss_giou_1: 0.3493 loss_ce_2: 0.3193 loss_bbox_2: 0.2023 loss_giou_2: 0.3205 loss_ce_3: 0.2824 loss_bbox_3: 0.1937 loss_giou_3: 0.3118 loss_ce_4: 0.2689 loss_bbox_4: 0.1912 loss_giou_4: 0.3099 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:17] d2.utils.events INFO: eta: 13:04:47 iter: 282039 total_loss: 5.068 loss_ce: 0.2574 loss_bbox: 0.154 loss_giou: 0.3195 loss_ce_0: 0.4952 loss_bbox_0: 0.2835 loss_giou_0: 0.507 loss_ce_1: 0.3771 loss_bbox_1: 0.197 loss_giou_1: 0.3719 loss_ce_2: 0.3015 loss_bbox_2: 0.1678 loss_giou_2: 0.3415 loss_ce_3: 0.2792 loss_bbox_3: 0.1609 loss_giou_3: 0.3272 loss_ce_4: 0.2634 loss_bbox_4: 0.1552 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:22] d2.utils.events INFO: eta: 13:04:21 iter: 282059 total_loss: 5.415 loss_ce: 0.267 loss_bbox: 0.1633 loss_giou: 0.3203 loss_ce_0: 0.4965 loss_bbox_0: 0.2871 loss_giou_0: 0.5065 loss_ce_1: 0.3735 loss_bbox_1: 0.1969 loss_giou_1: 0.3739 loss_ce_2: 0.319 loss_bbox_2: 0.1782 loss_giou_2: 0.3451 loss_ce_3: 0.283 loss_bbox_3: 0.1686 loss_giou_3: 0.3312 loss_ce_4: 0.2618 loss_bbox_4: 0.1663 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:28] d2.utils.events INFO: eta: 13:03:46 iter: 282079 total_loss: 5.41 loss_ce: 0.2525 loss_bbox: 0.1867 loss_giou: 0.3266 loss_ce_0: 0.4636 loss_bbox_0: 0.2997 loss_giou_0: 0.4969 loss_ce_1: 0.3583 loss_bbox_1: 0.2077 loss_giou_1: 0.3781 loss_ce_2: 0.2944 loss_bbox_2: 0.1933 loss_giou_2: 0.3463 loss_ce_3: 0.2682 loss_bbox_3: 0.1904 loss_giou_3: 0.3417 loss_ce_4: 0.259 loss_bbox_4: 0.184 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:33] d2.utils.events INFO: eta: 13:04:06 iter: 282099 total_loss: 5.449 loss_ce: 0.2488 loss_bbox: 0.1704 loss_giou: 0.336 loss_ce_0: 0.4755 loss_bbox_0: 0.3038 loss_giou_0: 0.5292 loss_ce_1: 0.3689 loss_bbox_1: 0.1972 loss_giou_1: 0.3757 loss_ce_2: 0.2886 loss_bbox_2: 0.1804 loss_giou_2: 0.3524 loss_ce_3: 0.2601 loss_bbox_3: 0.1766 loss_giou_3: 0.343 loss_ce_4: 0.2478 loss_bbox_4: 0.1713 loss_giou_4: 0.3377 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:39] d2.utils.events INFO: eta: 13:04:05 iter: 282119 total_loss: 5.367 loss_ce: 0.2639 loss_bbox: 0.1718 loss_giou: 0.3359 loss_ce_0: 0.489 loss_bbox_0: 0.2888 loss_giou_0: 0.5266 loss_ce_1: 0.3601 loss_bbox_1: 0.2067 loss_giou_1: 0.3794 loss_ce_2: 0.3125 loss_bbox_2: 0.1864 loss_giou_2: 0.3536 loss_ce_3: 0.2758 loss_bbox_3: 0.177 loss_giou_3: 0.3432 loss_ce_4: 0.2647 loss_bbox_4: 0.172 loss_giou_4: 0.3419 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:45] d2.utils.events INFO: eta: 13:03:59 iter: 282139 total_loss: 5.808 loss_ce: 0.278 loss_bbox: 0.1846 loss_giou: 0.3361 loss_ce_0: 0.495 loss_bbox_0: 0.3101 loss_giou_0: 0.5143 loss_ce_1: 0.3965 loss_bbox_1: 0.2155 loss_giou_1: 0.3837 loss_ce_2: 0.3341 loss_bbox_2: 0.1897 loss_giou_2: 0.3557 loss_ce_3: 0.3018 loss_bbox_3: 0.1869 loss_giou_3: 0.3444 loss_ce_4: 0.276 loss_bbox_4: 0.185 loss_giou_4: 0.3374 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:50] d2.utils.events INFO: eta: 13:03:54 iter: 282159 total_loss: 5.738 loss_ce: 0.2569 loss_bbox: 0.1924 loss_giou: 0.3483 loss_ce_0: 0.4633 loss_bbox_0: 0.3209 loss_giou_0: 0.5258 loss_ce_1: 0.3602 loss_bbox_1: 0.2159 loss_giou_1: 0.3854 loss_ce_2: 0.2994 loss_bbox_2: 0.204 loss_giou_2: 0.3656 loss_ce_3: 0.2716 loss_bbox_3: 0.1965 loss_giou_3: 0.3587 loss_ce_4: 0.2619 loss_bbox_4: 0.1961 loss_giou_4: 0.351 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 12:13:56] d2.utils.events INFO: eta: 13:03:18 iter: 282179 total_loss: 5.69 loss_ce: 0.2845 loss_bbox: 0.1886 loss_giou: 0.327 loss_ce_0: 0.4711 loss_bbox_0: 0.3145 loss_giou_0: 0.5074 loss_ce_1: 0.3858 loss_bbox_1: 0.2269 loss_giou_1: 0.3734 loss_ce_2: 0.3284 loss_bbox_2: 0.2023 loss_giou_2: 0.349 loss_ce_3: 0.299 loss_bbox_3: 0.1953 loss_giou_3: 0.3382 loss_ce_4: 0.2884 loss_bbox_4: 0.192 loss_giou_4: 0.333 time: 0.2799 data_time: 0.0344 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:02] d2.utils.events INFO: eta: 13:03:01 iter: 282199 total_loss: 5.3 loss_ce: 0.2632 loss_bbox: 0.1815 loss_giou: 0.317 loss_ce_0: 0.4786 loss_bbox_0: 0.3133 loss_giou_0: 0.478 loss_ce_1: 0.363 loss_bbox_1: 0.219 loss_giou_1: 0.361 loss_ce_2: 0.3059 loss_bbox_2: 0.1958 loss_giou_2: 0.3333 loss_ce_3: 0.2733 loss_bbox_3: 0.1874 loss_giou_3: 0.3227 loss_ce_4: 0.2605 loss_bbox_4: 0.1847 loss_giou_4: 0.3171 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:07] d2.utils.events INFO: eta: 13:03:00 iter: 282219 total_loss: 5.578 loss_ce: 0.2743 loss_bbox: 0.187 loss_giou: 0.3421 loss_ce_0: 0.4922 loss_bbox_0: 0.3202 loss_giou_0: 0.5153 loss_ce_1: 0.3909 loss_bbox_1: 0.2246 loss_giou_1: 0.3899 loss_ce_2: 0.3297 loss_bbox_2: 0.1923 loss_giou_2: 0.357 loss_ce_3: 0.2796 loss_bbox_3: 0.1933 loss_giou_3: 0.3524 loss_ce_4: 0.2805 loss_bbox_4: 0.1856 loss_giou_4: 0.3446 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:13] d2.utils.events INFO: eta: 13:02:35 iter: 282239 total_loss: 5.719 loss_ce: 0.2719 loss_bbox: 0.1896 loss_giou: 0.3239 loss_ce_0: 0.4867 loss_bbox_0: 0.3144 loss_giou_0: 0.5183 loss_ce_1: 0.3888 loss_bbox_1: 0.2223 loss_giou_1: 0.3877 loss_ce_2: 0.3122 loss_bbox_2: 0.2007 loss_giou_2: 0.3468 loss_ce_3: 0.2924 loss_bbox_3: 0.1957 loss_giou_3: 0.3405 loss_ce_4: 0.2767 loss_bbox_4: 0.1898 loss_giou_4: 0.3357 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:19] d2.utils.events INFO: eta: 13:02:49 iter: 282259 total_loss: 5.165 loss_ce: 0.238 loss_bbox: 0.1592 loss_giou: 0.3134 loss_ce_0: 0.467 loss_bbox_0: 0.2884 loss_giou_0: 0.4827 loss_ce_1: 0.3662 loss_bbox_1: 0.2005 loss_giou_1: 0.3592 loss_ce_2: 0.2874 loss_bbox_2: 0.1777 loss_giou_2: 0.3267 loss_ce_3: 0.2559 loss_bbox_3: 0.1727 loss_giou_3: 0.3271 loss_ce_4: 0.2449 loss_bbox_4: 0.1618 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:24] d2.utils.events INFO: eta: 13:03:04 iter: 282279 total_loss: 5.557 loss_ce: 0.2756 loss_bbox: 0.1805 loss_giou: 0.3181 loss_ce_0: 0.477 loss_bbox_0: 0.3064 loss_giou_0: 0.5007 loss_ce_1: 0.3752 loss_bbox_1: 0.2186 loss_giou_1: 0.3643 loss_ce_2: 0.3138 loss_bbox_2: 0.1944 loss_giou_2: 0.3356 loss_ce_3: 0.2818 loss_bbox_3: 0.1889 loss_giou_3: 0.3307 loss_ce_4: 0.2717 loss_bbox_4: 0.1836 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:30] d2.utils.events INFO: eta: 13:03:20 iter: 282299 total_loss: 5.236 loss_ce: 0.2578 loss_bbox: 0.1643 loss_giou: 0.3149 loss_ce_0: 0.4533 loss_bbox_0: 0.2793 loss_giou_0: 0.4987 loss_ce_1: 0.3655 loss_bbox_1: 0.2026 loss_giou_1: 0.3719 loss_ce_2: 0.305 loss_bbox_2: 0.1749 loss_giou_2: 0.338 loss_ce_3: 0.2731 loss_bbox_3: 0.1663 loss_giou_3: 0.3267 loss_ce_4: 0.2573 loss_bbox_4: 0.1618 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:36] d2.utils.events INFO: eta: 13:03:05 iter: 282319 total_loss: 5.265 loss_ce: 0.2483 loss_bbox: 0.183 loss_giou: 0.3242 loss_ce_0: 0.4687 loss_bbox_0: 0.3088 loss_giou_0: 0.4794 loss_ce_1: 0.3616 loss_bbox_1: 0.2153 loss_giou_1: 0.3634 loss_ce_2: 0.2958 loss_bbox_2: 0.1991 loss_giou_2: 0.3443 loss_ce_3: 0.2625 loss_bbox_3: 0.1901 loss_giou_3: 0.3336 loss_ce_4: 0.2484 loss_bbox_4: 0.1857 loss_giou_4: 0.3313 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:42] d2.utils.events INFO: eta: 13:03:03 iter: 282339 total_loss: 5.299 loss_ce: 0.2586 loss_bbox: 0.1705 loss_giou: 0.3193 loss_ce_0: 0.4715 loss_bbox_0: 0.2967 loss_giou_0: 0.4788 loss_ce_1: 0.3631 loss_bbox_1: 0.211 loss_giou_1: 0.3627 loss_ce_2: 0.3019 loss_bbox_2: 0.184 loss_giou_2: 0.3354 loss_ce_3: 0.2613 loss_bbox_3: 0.1798 loss_giou_3: 0.3263 loss_ce_4: 0.2531 loss_bbox_4: 0.1745 loss_giou_4: 0.324 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:47] d2.utils.events INFO: eta: 13:03:23 iter: 282359 total_loss: 5.526 loss_ce: 0.2675 loss_bbox: 0.1727 loss_giou: 0.3333 loss_ce_0: 0.4984 loss_bbox_0: 0.3039 loss_giou_0: 0.5101 loss_ce_1: 0.3845 loss_bbox_1: 0.2084 loss_giou_1: 0.3856 loss_ce_2: 0.323 loss_bbox_2: 0.1866 loss_giou_2: 0.3564 loss_ce_3: 0.2863 loss_bbox_3: 0.1844 loss_giou_3: 0.3482 loss_ce_4: 0.2741 loss_bbox_4: 0.1774 loss_giou_4: 0.3392 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:53] d2.utils.events INFO: eta: 13:03:17 iter: 282379 total_loss: 5.341 loss_ce: 0.2632 loss_bbox: 0.1773 loss_giou: 0.3211 loss_ce_0: 0.4697 loss_bbox_0: 0.3026 loss_giou_0: 0.5061 loss_ce_1: 0.3633 loss_bbox_1: 0.2023 loss_giou_1: 0.3735 loss_ce_2: 0.3124 loss_bbox_2: 0.1854 loss_giou_2: 0.3492 loss_ce_3: 0.2753 loss_bbox_3: 0.179 loss_giou_3: 0.3344 loss_ce_4: 0.2626 loss_bbox_4: 0.1792 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 12:14:59] d2.utils.events INFO: eta: 13:03:22 iter: 282399 total_loss: 5.283 loss_ce: 0.2615 loss_bbox: 0.1811 loss_giou: 0.3249 loss_ce_0: 0.4804 loss_bbox_0: 0.3005 loss_giou_0: 0.5009 loss_ce_1: 0.3738 loss_bbox_1: 0.2057 loss_giou_1: 0.3716 loss_ce_2: 0.3099 loss_bbox_2: 0.1882 loss_giou_2: 0.3452 loss_ce_3: 0.279 loss_bbox_3: 0.1853 loss_giou_3: 0.3345 loss_ce_4: 0.2628 loss_bbox_4: 0.1834 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:04] d2.utils.events INFO: eta: 13:03:13 iter: 282419 total_loss: 5.645 loss_ce: 0.2824 loss_bbox: 0.173 loss_giou: 0.3028 loss_ce_0: 0.4782 loss_bbox_0: 0.3008 loss_giou_0: 0.4959 loss_ce_1: 0.3816 loss_bbox_1: 0.213 loss_giou_1: 0.3579 loss_ce_2: 0.313 loss_bbox_2: 0.1928 loss_giou_2: 0.3281 loss_ce_3: 0.2865 loss_bbox_3: 0.1887 loss_giou_3: 0.3173 loss_ce_4: 0.2759 loss_bbox_4: 0.1782 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:10] d2.utils.events INFO: eta: 13:03:13 iter: 282439 total_loss: 5.637 loss_ce: 0.2719 loss_bbox: 0.1827 loss_giou: 0.3387 loss_ce_0: 0.4843 loss_bbox_0: 0.3104 loss_giou_0: 0.5114 loss_ce_1: 0.3788 loss_bbox_1: 0.2143 loss_giou_1: 0.3804 loss_ce_2: 0.3113 loss_bbox_2: 0.2039 loss_giou_2: 0.3578 loss_ce_3: 0.2839 loss_bbox_3: 0.1962 loss_giou_3: 0.3523 loss_ce_4: 0.2644 loss_bbox_4: 0.188 loss_giou_4: 0.3441 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:16] d2.utils.events INFO: eta: 13:03:16 iter: 282459 total_loss: 5.42 loss_ce: 0.2433 loss_bbox: 0.1922 loss_giou: 0.3406 loss_ce_0: 0.4663 loss_bbox_0: 0.2855 loss_giou_0: 0.5115 loss_ce_1: 0.3455 loss_bbox_1: 0.2185 loss_giou_1: 0.3892 loss_ce_2: 0.2869 loss_bbox_2: 0.2035 loss_giou_2: 0.363 loss_ce_3: 0.2627 loss_bbox_3: 0.197 loss_giou_3: 0.3507 loss_ce_4: 0.2462 loss_bbox_4: 0.1924 loss_giou_4: 0.3515 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:21] d2.utils.events INFO: eta: 13:03:02 iter: 282479 total_loss: 5.481 loss_ce: 0.2729 loss_bbox: 0.1752 loss_giou: 0.3255 loss_ce_0: 0.4824 loss_bbox_0: 0.3078 loss_giou_0: 0.5037 loss_ce_1: 0.3774 loss_bbox_1: 0.2107 loss_giou_1: 0.364 loss_ce_2: 0.3231 loss_bbox_2: 0.1908 loss_giou_2: 0.3439 loss_ce_3: 0.2857 loss_bbox_3: 0.1797 loss_giou_3: 0.3376 loss_ce_4: 0.2739 loss_bbox_4: 0.1745 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:27] d2.utils.events INFO: eta: 13:02:48 iter: 282499 total_loss: 5.253 loss_ce: 0.2575 loss_bbox: 0.1659 loss_giou: 0.3228 loss_ce_0: 0.4808 loss_bbox_0: 0.2981 loss_giou_0: 0.478 loss_ce_1: 0.368 loss_bbox_1: 0.1972 loss_giou_1: 0.367 loss_ce_2: 0.3191 loss_bbox_2: 0.1744 loss_giou_2: 0.3364 loss_ce_3: 0.2739 loss_bbox_3: 0.17 loss_giou_3: 0.3337 loss_ce_4: 0.2653 loss_bbox_4: 0.1691 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:33] d2.utils.events INFO: eta: 13:02:37 iter: 282519 total_loss: 5.105 loss_ce: 0.2412 loss_bbox: 0.1782 loss_giou: 0.3102 loss_ce_0: 0.4654 loss_bbox_0: 0.2979 loss_giou_0: 0.4838 loss_ce_1: 0.3556 loss_bbox_1: 0.2051 loss_giou_1: 0.3518 loss_ce_2: 0.2905 loss_bbox_2: 0.1937 loss_giou_2: 0.3233 loss_ce_3: 0.2565 loss_bbox_3: 0.1856 loss_giou_3: 0.3204 loss_ce_4: 0.2403 loss_bbox_4: 0.1809 loss_giou_4: 0.3093 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:38] d2.utils.events INFO: eta: 13:02:37 iter: 282539 total_loss: 5.457 loss_ce: 0.2686 loss_bbox: 0.164 loss_giou: 0.3461 loss_ce_0: 0.4795 loss_bbox_0: 0.2873 loss_giou_0: 0.5284 loss_ce_1: 0.362 loss_bbox_1: 0.2092 loss_giou_1: 0.4 loss_ce_2: 0.3161 loss_bbox_2: 0.1824 loss_giou_2: 0.3702 loss_ce_3: 0.2779 loss_bbox_3: 0.1702 loss_giou_3: 0.3544 loss_ce_4: 0.2665 loss_bbox_4: 0.1644 loss_giou_4: 0.3475 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:44] d2.utils.events INFO: eta: 13:02:26 iter: 282559 total_loss: 5.329 loss_ce: 0.2411 loss_bbox: 0.1786 loss_giou: 0.3097 loss_ce_0: 0.4771 loss_bbox_0: 0.286 loss_giou_0: 0.4963 loss_ce_1: 0.3611 loss_bbox_1: 0.2067 loss_giou_1: 0.3571 loss_ce_2: 0.2941 loss_bbox_2: 0.188 loss_giou_2: 0.3311 loss_ce_3: 0.26 loss_bbox_3: 0.1835 loss_giou_3: 0.3223 loss_ce_4: 0.2368 loss_bbox_4: 0.1785 loss_giou_4: 0.3149 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:50] d2.utils.events INFO: eta: 13:02:28 iter: 282579 total_loss: 5.74 loss_ce: 0.276 loss_bbox: 0.1885 loss_giou: 0.3461 loss_ce_0: 0.4914 loss_bbox_0: 0.31 loss_giou_0: 0.5208 loss_ce_1: 0.3826 loss_bbox_1: 0.2129 loss_giou_1: 0.3929 loss_ce_2: 0.3226 loss_bbox_2: 0.1919 loss_giou_2: 0.3651 loss_ce_3: 0.2976 loss_bbox_3: 0.1903 loss_giou_3: 0.3445 loss_ce_4: 0.285 loss_bbox_4: 0.1889 loss_giou_4: 0.3408 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 12:15:55] d2.utils.events INFO: eta: 13:01:57 iter: 282599 total_loss: 5.659 loss_ce: 0.274 loss_bbox: 0.1762 loss_giou: 0.3542 loss_ce_0: 0.4965 loss_bbox_0: 0.3032 loss_giou_0: 0.5287 loss_ce_1: 0.371 loss_bbox_1: 0.214 loss_giou_1: 0.3994 loss_ce_2: 0.3207 loss_bbox_2: 0.1854 loss_giou_2: 0.3663 loss_ce_3: 0.2897 loss_bbox_3: 0.1764 loss_giou_3: 0.3581 loss_ce_4: 0.2703 loss_bbox_4: 0.1771 loss_giou_4: 0.3583 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:01] d2.utils.events INFO: eta: 13:01:51 iter: 282619 total_loss: 5.27 loss_ce: 0.2552 loss_bbox: 0.1763 loss_giou: 0.3181 loss_ce_0: 0.4955 loss_bbox_0: 0.2983 loss_giou_0: 0.4958 loss_ce_1: 0.3664 loss_bbox_1: 0.2142 loss_giou_1: 0.3514 loss_ce_2: 0.2994 loss_bbox_2: 0.1857 loss_giou_2: 0.3272 loss_ce_3: 0.2675 loss_bbox_3: 0.1823 loss_giou_3: 0.3205 loss_ce_4: 0.2574 loss_bbox_4: 0.1791 loss_giou_4: 0.3132 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:07] d2.utils.events INFO: eta: 13:01:46 iter: 282639 total_loss: 5.434 loss_ce: 0.2546 loss_bbox: 0.1788 loss_giou: 0.3306 loss_ce_0: 0.473 loss_bbox_0: 0.3134 loss_giou_0: 0.4986 loss_ce_1: 0.3474 loss_bbox_1: 0.2109 loss_giou_1: 0.3692 loss_ce_2: 0.2945 loss_bbox_2: 0.1891 loss_giou_2: 0.3487 loss_ce_3: 0.2779 loss_bbox_3: 0.1801 loss_giou_3: 0.3411 loss_ce_4: 0.2657 loss_bbox_4: 0.1793 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:12] d2.utils.events INFO: eta: 13:01:50 iter: 282659 total_loss: 5.434 loss_ce: 0.2644 loss_bbox: 0.1817 loss_giou: 0.3204 loss_ce_0: 0.475 loss_bbox_0: 0.2951 loss_giou_0: 0.5 loss_ce_1: 0.3668 loss_bbox_1: 0.2146 loss_giou_1: 0.3675 loss_ce_2: 0.3181 loss_bbox_2: 0.195 loss_giou_2: 0.3313 loss_ce_3: 0.2882 loss_bbox_3: 0.1836 loss_giou_3: 0.3287 loss_ce_4: 0.274 loss_bbox_4: 0.1832 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:18] d2.utils.events INFO: eta: 13:01:21 iter: 282679 total_loss: 5.486 loss_ce: 0.266 loss_bbox: 0.1692 loss_giou: 0.3204 loss_ce_0: 0.4689 loss_bbox_0: 0.2914 loss_giou_0: 0.5119 loss_ce_1: 0.3672 loss_bbox_1: 0.2017 loss_giou_1: 0.3624 loss_ce_2: 0.3093 loss_bbox_2: 0.1846 loss_giou_2: 0.3342 loss_ce_3: 0.2767 loss_bbox_3: 0.1802 loss_giou_3: 0.3292 loss_ce_4: 0.267 loss_bbox_4: 0.1765 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:24] d2.utils.events INFO: eta: 13:00:46 iter: 282699 total_loss: 5.039 loss_ce: 0.2498 loss_bbox: 0.1803 loss_giou: 0.3086 loss_ce_0: 0.4837 loss_bbox_0: 0.2911 loss_giou_0: 0.4697 loss_ce_1: 0.3628 loss_bbox_1: 0.204 loss_giou_1: 0.3482 loss_ce_2: 0.3054 loss_bbox_2: 0.1879 loss_giou_2: 0.3214 loss_ce_3: 0.2665 loss_bbox_3: 0.181 loss_giou_3: 0.313 loss_ce_4: 0.2539 loss_bbox_4: 0.1831 loss_giou_4: 0.3152 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:29] d2.utils.events INFO: eta: 13:00:53 iter: 282719 total_loss: 5.33 loss_ce: 0.2472 loss_bbox: 0.1803 loss_giou: 0.3188 loss_ce_0: 0.487 loss_bbox_0: 0.2974 loss_giou_0: 0.4941 loss_ce_1: 0.3697 loss_bbox_1: 0.2012 loss_giou_1: 0.3702 loss_ce_2: 0.3028 loss_bbox_2: 0.1901 loss_giou_2: 0.3415 loss_ce_3: 0.2752 loss_bbox_3: 0.1846 loss_giou_3: 0.3356 loss_ce_4: 0.2469 loss_bbox_4: 0.1829 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:35] d2.utils.events INFO: eta: 13:00:39 iter: 282739 total_loss: 5.425 loss_ce: 0.2581 loss_bbox: 0.1568 loss_giou: 0.3274 loss_ce_0: 0.4808 loss_bbox_0: 0.2773 loss_giou_0: 0.506 loss_ce_1: 0.3819 loss_bbox_1: 0.1942 loss_giou_1: 0.3771 loss_ce_2: 0.3037 loss_bbox_2: 0.1729 loss_giou_2: 0.3474 loss_ce_3: 0.2846 loss_bbox_3: 0.166 loss_giou_3: 0.3403 loss_ce_4: 0.2645 loss_bbox_4: 0.1613 loss_giou_4: 0.3286 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:41] d2.utils.events INFO: eta: 13:01:05 iter: 282759 total_loss: 5.46 loss_ce: 0.2777 loss_bbox: 0.1794 loss_giou: 0.3454 loss_ce_0: 0.4753 loss_bbox_0: 0.2833 loss_giou_0: 0.5239 loss_ce_1: 0.3766 loss_bbox_1: 0.2002 loss_giou_1: 0.3856 loss_ce_2: 0.3263 loss_bbox_2: 0.1914 loss_giou_2: 0.3615 loss_ce_3: 0.2887 loss_bbox_3: 0.1834 loss_giou_3: 0.3566 loss_ce_4: 0.2775 loss_bbox_4: 0.1821 loss_giou_4: 0.3472 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:46] d2.utils.events INFO: eta: 13:00:44 iter: 282779 total_loss: 5.252 loss_ce: 0.248 loss_bbox: 0.1707 loss_giou: 0.3216 loss_ce_0: 0.4632 loss_bbox_0: 0.2884 loss_giou_0: 0.4898 loss_ce_1: 0.3538 loss_bbox_1: 0.2109 loss_giou_1: 0.3611 loss_ce_2: 0.3002 loss_bbox_2: 0.1879 loss_giou_2: 0.3447 loss_ce_3: 0.2599 loss_bbox_3: 0.179 loss_giou_3: 0.3326 loss_ce_4: 0.2508 loss_bbox_4: 0.1772 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:52] d2.utils.events INFO: eta: 13:00:18 iter: 282799 total_loss: 5.509 loss_ce: 0.2556 loss_bbox: 0.1661 loss_giou: 0.3367 loss_ce_0: 0.4737 loss_bbox_0: 0.2934 loss_giou_0: 0.532 loss_ce_1: 0.3721 loss_bbox_1: 0.2017 loss_giou_1: 0.3922 loss_ce_2: 0.3091 loss_bbox_2: 0.1864 loss_giou_2: 0.3582 loss_ce_3: 0.2708 loss_bbox_3: 0.1698 loss_giou_3: 0.3472 loss_ce_4: 0.2598 loss_bbox_4: 0.166 loss_giou_4: 0.3439 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:16:58] d2.utils.events INFO: eta: 13:00:32 iter: 282819 total_loss: 5.482 loss_ce: 0.2686 loss_bbox: 0.1836 loss_giou: 0.3276 loss_ce_0: 0.4885 loss_bbox_0: 0.2768 loss_giou_0: 0.5071 loss_ce_1: 0.3729 loss_bbox_1: 0.2087 loss_giou_1: 0.3764 loss_ce_2: 0.3147 loss_bbox_2: 0.1911 loss_giou_2: 0.3513 loss_ce_3: 0.2804 loss_bbox_3: 0.1842 loss_giou_3: 0.3445 loss_ce_4: 0.2683 loss_bbox_4: 0.1823 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:03] d2.utils.events INFO: eta: 13:00:27 iter: 282839 total_loss: 5.489 loss_ce: 0.2699 loss_bbox: 0.1748 loss_giou: 0.3457 loss_ce_0: 0.482 loss_bbox_0: 0.2958 loss_giou_0: 0.5198 loss_ce_1: 0.378 loss_bbox_1: 0.2064 loss_giou_1: 0.3834 loss_ce_2: 0.3252 loss_bbox_2: 0.1921 loss_giou_2: 0.3604 loss_ce_3: 0.2949 loss_bbox_3: 0.1813 loss_giou_3: 0.3519 loss_ce_4: 0.2785 loss_bbox_4: 0.1791 loss_giou_4: 0.3511 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:09] d2.utils.events INFO: eta: 12:59:53 iter: 282859 total_loss: 5.614 loss_ce: 0.2778 loss_bbox: 0.1742 loss_giou: 0.3146 loss_ce_0: 0.5168 loss_bbox_0: 0.2975 loss_giou_0: 0.5197 loss_ce_1: 0.3924 loss_bbox_1: 0.2016 loss_giou_1: 0.3726 loss_ce_2: 0.3223 loss_bbox_2: 0.1842 loss_giou_2: 0.3385 loss_ce_3: 0.2873 loss_bbox_3: 0.179 loss_giou_3: 0.3302 loss_ce_4: 0.2781 loss_bbox_4: 0.177 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:14] d2.utils.events INFO: eta: 12:59:47 iter: 282879 total_loss: 5.318 loss_ce: 0.2611 loss_bbox: 0.1744 loss_giou: 0.3094 loss_ce_0: 0.4795 loss_bbox_0: 0.2948 loss_giou_0: 0.4887 loss_ce_1: 0.3645 loss_bbox_1: 0.2028 loss_giou_1: 0.3624 loss_ce_2: 0.3125 loss_bbox_2: 0.1873 loss_giou_2: 0.3275 loss_ce_3: 0.2737 loss_bbox_3: 0.1789 loss_giou_3: 0.3156 loss_ce_4: 0.2655 loss_bbox_4: 0.171 loss_giou_4: 0.3108 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:20] d2.utils.events INFO: eta: 13:00:12 iter: 282899 total_loss: 5.22 loss_ce: 0.2499 loss_bbox: 0.1688 loss_giou: 0.3161 loss_ce_0: 0.4832 loss_bbox_0: 0.3028 loss_giou_0: 0.4977 loss_ce_1: 0.382 loss_bbox_1: 0.2011 loss_giou_1: 0.3541 loss_ce_2: 0.3129 loss_bbox_2: 0.1803 loss_giou_2: 0.3251 loss_ce_3: 0.2677 loss_bbox_3: 0.1749 loss_giou_3: 0.3208 loss_ce_4: 0.2494 loss_bbox_4: 0.1722 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:26] d2.utils.events INFO: eta: 13:00:32 iter: 282919 total_loss: 5.501 loss_ce: 0.2757 loss_bbox: 0.1864 loss_giou: 0.3245 loss_ce_0: 0.4944 loss_bbox_0: 0.3106 loss_giou_0: 0.5373 loss_ce_1: 0.3748 loss_bbox_1: 0.2146 loss_giou_1: 0.3813 loss_ce_2: 0.319 loss_bbox_2: 0.2012 loss_giou_2: 0.3446 loss_ce_3: 0.2918 loss_bbox_3: 0.1904 loss_giou_3: 0.3324 loss_ce_4: 0.2825 loss_bbox_4: 0.1846 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:32] d2.utils.events INFO: eta: 13:00:27 iter: 282939 total_loss: 5.193 loss_ce: 0.2627 loss_bbox: 0.1718 loss_giou: 0.2984 loss_ce_0: 0.4594 loss_bbox_0: 0.3016 loss_giou_0: 0.4805 loss_ce_1: 0.3561 loss_bbox_1: 0.2074 loss_giou_1: 0.3533 loss_ce_2: 0.3069 loss_bbox_2: 0.1823 loss_giou_2: 0.3216 loss_ce_3: 0.2724 loss_bbox_3: 0.1799 loss_giou_3: 0.3101 loss_ce_4: 0.2619 loss_bbox_4: 0.1747 loss_giou_4: 0.3017 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:37] d2.utils.events INFO: eta: 13:00:51 iter: 282959 total_loss: 5.621 loss_ce: 0.2963 loss_bbox: 0.1741 loss_giou: 0.3224 loss_ce_0: 0.4943 loss_bbox_0: 0.3029 loss_giou_0: 0.5077 loss_ce_1: 0.3886 loss_bbox_1: 0.2144 loss_giou_1: 0.3748 loss_ce_2: 0.3343 loss_bbox_2: 0.1914 loss_giou_2: 0.3509 loss_ce_3: 0.3055 loss_bbox_3: 0.1799 loss_giou_3: 0.335 loss_ce_4: 0.2948 loss_bbox_4: 0.1761 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:43] d2.utils.events INFO: eta: 13:00:51 iter: 282979 total_loss: 5.251 loss_ce: 0.2608 loss_bbox: 0.1662 loss_giou: 0.3232 loss_ce_0: 0.478 loss_bbox_0: 0.2911 loss_giou_0: 0.5116 loss_ce_1: 0.3624 loss_bbox_1: 0.1982 loss_giou_1: 0.3707 loss_ce_2: 0.3103 loss_bbox_2: 0.1811 loss_giou_2: 0.3389 loss_ce_3: 0.2844 loss_bbox_3: 0.1735 loss_giou_3: 0.3349 loss_ce_4: 0.2704 loss_bbox_4: 0.1683 loss_giou_4: 0.3291 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:49] d2.utils.events INFO: eta: 13:00:45 iter: 282999 total_loss: 5.514 loss_ce: 0.28 loss_bbox: 0.1739 loss_giou: 0.3221 loss_ce_0: 0.4638 loss_bbox_0: 0.2815 loss_giou_0: 0.5025 loss_ce_1: 0.3778 loss_bbox_1: 0.2053 loss_giou_1: 0.3713 loss_ce_2: 0.3228 loss_bbox_2: 0.1983 loss_giou_2: 0.3449 loss_ce_3: 0.2907 loss_bbox_3: 0.1817 loss_giou_3: 0.3267 loss_ce_4: 0.2751 loss_bbox_4: 0.1771 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 12:17:54] d2.utils.events INFO: eta: 13:00:25 iter: 283019 total_loss: 5.287 loss_ce: 0.2553 loss_bbox: 0.1661 loss_giou: 0.3324 loss_ce_0: 0.4642 loss_bbox_0: 0.2826 loss_giou_0: 0.5135 loss_ce_1: 0.3655 loss_bbox_1: 0.2003 loss_giou_1: 0.3762 loss_ce_2: 0.2991 loss_bbox_2: 0.183 loss_giou_2: 0.3553 loss_ce_3: 0.259 loss_bbox_3: 0.1756 loss_giou_3: 0.3472 loss_ce_4: 0.2586 loss_bbox_4: 0.1717 loss_giou_4: 0.3392 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:00] d2.utils.events INFO: eta: 13:00:18 iter: 283039 total_loss: 5.114 loss_ce: 0.2274 loss_bbox: 0.178 loss_giou: 0.3172 loss_ce_0: 0.4517 loss_bbox_0: 0.2828 loss_giou_0: 0.4583 loss_ce_1: 0.3404 loss_bbox_1: 0.2064 loss_giou_1: 0.3532 loss_ce_2: 0.2814 loss_bbox_2: 0.1921 loss_giou_2: 0.3331 loss_ce_3: 0.2425 loss_bbox_3: 0.1832 loss_giou_3: 0.3256 loss_ce_4: 0.2325 loss_bbox_4: 0.1786 loss_giou_4: 0.3155 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:06] d2.utils.events INFO: eta: 13:00:23 iter: 283059 total_loss: 5.471 loss_ce: 0.2394 loss_bbox: 0.1826 loss_giou: 0.3212 loss_ce_0: 0.4609 loss_bbox_0: 0.3037 loss_giou_0: 0.5093 loss_ce_1: 0.3479 loss_bbox_1: 0.2215 loss_giou_1: 0.3809 loss_ce_2: 0.2858 loss_bbox_2: 0.1963 loss_giou_2: 0.3456 loss_ce_3: 0.2585 loss_bbox_3: 0.1868 loss_giou_3: 0.3317 loss_ce_4: 0.2516 loss_bbox_4: 0.1832 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:11] d2.utils.events INFO: eta: 13:00:22 iter: 283079 total_loss: 5.571 loss_ce: 0.2788 loss_bbox: 0.1777 loss_giou: 0.3292 loss_ce_0: 0.49 loss_bbox_0: 0.3082 loss_giou_0: 0.5174 loss_ce_1: 0.3823 loss_bbox_1: 0.2155 loss_giou_1: 0.3843 loss_ce_2: 0.3233 loss_bbox_2: 0.1985 loss_giou_2: 0.3566 loss_ce_3: 0.2955 loss_bbox_3: 0.1862 loss_giou_3: 0.3414 loss_ce_4: 0.2792 loss_bbox_4: 0.1792 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:17] d2.utils.events INFO: eta: 13:00:07 iter: 283099 total_loss: 5.767 loss_ce: 0.2811 loss_bbox: 0.1907 loss_giou: 0.3321 loss_ce_0: 0.5039 loss_bbox_0: 0.3331 loss_giou_0: 0.5132 loss_ce_1: 0.3789 loss_bbox_1: 0.22 loss_giou_1: 0.3723 loss_ce_2: 0.309 loss_bbox_2: 0.2051 loss_giou_2: 0.3545 loss_ce_3: 0.2985 loss_bbox_3: 0.1956 loss_giou_3: 0.3347 loss_ce_4: 0.2798 loss_bbox_4: 0.1932 loss_giou_4: 0.3382 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:23] d2.utils.events INFO: eta: 13:00:11 iter: 283119 total_loss: 5.28 loss_ce: 0.2619 loss_bbox: 0.1621 loss_giou: 0.328 loss_ce_0: 0.4674 loss_bbox_0: 0.2857 loss_giou_0: 0.5018 loss_ce_1: 0.3702 loss_bbox_1: 0.196 loss_giou_1: 0.3727 loss_ce_2: 0.3033 loss_bbox_2: 0.1789 loss_giou_2: 0.3457 loss_ce_3: 0.2797 loss_bbox_3: 0.1743 loss_giou_3: 0.3377 loss_ce_4: 0.2627 loss_bbox_4: 0.1664 loss_giou_4: 0.3278 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:28] d2.utils.events INFO: eta: 13:00:06 iter: 283139 total_loss: 5.24 loss_ce: 0.249 loss_bbox: 0.158 loss_giou: 0.3226 loss_ce_0: 0.4719 loss_bbox_0: 0.2802 loss_giou_0: 0.5102 loss_ce_1: 0.3607 loss_bbox_1: 0.1959 loss_giou_1: 0.3849 loss_ce_2: 0.3028 loss_bbox_2: 0.179 loss_giou_2: 0.3455 loss_ce_3: 0.2675 loss_bbox_3: 0.1662 loss_giou_3: 0.3321 loss_ce_4: 0.2596 loss_bbox_4: 0.1635 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:34] d2.utils.events INFO: eta: 12:59:55 iter: 283159 total_loss: 5.448 loss_ce: 0.2529 loss_bbox: 0.1677 loss_giou: 0.3319 loss_ce_0: 0.4698 loss_bbox_0: 0.2966 loss_giou_0: 0.5005 loss_ce_1: 0.3536 loss_bbox_1: 0.2026 loss_giou_1: 0.3756 loss_ce_2: 0.2935 loss_bbox_2: 0.1766 loss_giou_2: 0.3431 loss_ce_3: 0.2658 loss_bbox_3: 0.1767 loss_giou_3: 0.3385 loss_ce_4: 0.26 loss_bbox_4: 0.1728 loss_giou_4: 0.3365 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:40] d2.utils.events INFO: eta: 12:59:58 iter: 283179 total_loss: 5.483 loss_ce: 0.2714 loss_bbox: 0.1844 loss_giou: 0.33 loss_ce_0: 0.4793 loss_bbox_0: 0.2985 loss_giou_0: 0.4838 loss_ce_1: 0.371 loss_bbox_1: 0.216 loss_giou_1: 0.3686 loss_ce_2: 0.3141 loss_bbox_2: 0.1963 loss_giou_2: 0.345 loss_ce_3: 0.2853 loss_bbox_3: 0.1899 loss_giou_3: 0.3373 loss_ce_4: 0.2741 loss_bbox_4: 0.1862 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:45] d2.utils.events INFO: eta: 13:00:21 iter: 283199 total_loss: 5.692 loss_ce: 0.2661 loss_bbox: 0.1798 loss_giou: 0.3537 loss_ce_0: 0.4853 loss_bbox_0: 0.3081 loss_giou_0: 0.5207 loss_ce_1: 0.3661 loss_bbox_1: 0.214 loss_giou_1: 0.402 loss_ce_2: 0.3287 loss_bbox_2: 0.1997 loss_giou_2: 0.3735 loss_ce_3: 0.2806 loss_bbox_3: 0.1932 loss_giou_3: 0.3621 loss_ce_4: 0.269 loss_bbox_4: 0.1886 loss_giou_4: 0.3596 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:51] d2.utils.events INFO: eta: 13:00:10 iter: 283219 total_loss: 5.46 loss_ce: 0.261 loss_bbox: 0.171 loss_giou: 0.3365 loss_ce_0: 0.4766 loss_bbox_0: 0.2945 loss_giou_0: 0.5015 loss_ce_1: 0.3829 loss_bbox_1: 0.2057 loss_giou_1: 0.3735 loss_ce_2: 0.3171 loss_bbox_2: 0.1808 loss_giou_2: 0.349 loss_ce_3: 0.2802 loss_bbox_3: 0.1756 loss_giou_3: 0.3443 loss_ce_4: 0.2632 loss_bbox_4: 0.1732 loss_giou_4: 0.3401 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 12:18:57] d2.utils.events INFO: eta: 13:00:12 iter: 283239 total_loss: 5.59 loss_ce: 0.2881 loss_bbox: 0.1768 loss_giou: 0.3366 loss_ce_0: 0.483 loss_bbox_0: 0.317 loss_giou_0: 0.5128 loss_ce_1: 0.3934 loss_bbox_1: 0.2095 loss_giou_1: 0.3756 loss_ce_2: 0.3277 loss_bbox_2: 0.1981 loss_giou_2: 0.3481 loss_ce_3: 0.2975 loss_bbox_3: 0.1852 loss_giou_3: 0.3453 loss_ce_4: 0.2863 loss_bbox_4: 0.1825 loss_giou_4: 0.3412 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:02] d2.utils.events INFO: eta: 12:59:55 iter: 283259 total_loss: 5.163 loss_ce: 0.2523 loss_bbox: 0.167 loss_giou: 0.2933 loss_ce_0: 0.4679 loss_bbox_0: 0.291 loss_giou_0: 0.4653 loss_ce_1: 0.3564 loss_bbox_1: 0.1945 loss_giou_1: 0.3389 loss_ce_2: 0.294 loss_bbox_2: 0.1747 loss_giou_2: 0.3126 loss_ce_3: 0.2665 loss_bbox_3: 0.1622 loss_giou_3: 0.3002 loss_ce_4: 0.2689 loss_bbox_4: 0.1672 loss_giou_4: 0.2995 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:08] d2.utils.events INFO: eta: 12:59:27 iter: 283279 total_loss: 5.307 loss_ce: 0.2491 loss_bbox: 0.1719 loss_giou: 0.3113 loss_ce_0: 0.4795 loss_bbox_0: 0.3002 loss_giou_0: 0.4876 loss_ce_1: 0.3563 loss_bbox_1: 0.2036 loss_giou_1: 0.3655 loss_ce_2: 0.3011 loss_bbox_2: 0.1846 loss_giou_2: 0.328 loss_ce_3: 0.2595 loss_bbox_3: 0.1769 loss_giou_3: 0.3168 loss_ce_4: 0.2514 loss_bbox_4: 0.1729 loss_giou_4: 0.3124 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:14] d2.utils.events INFO: eta: 12:59:03 iter: 283299 total_loss: 5.727 loss_ce: 0.2682 loss_bbox: 0.1684 loss_giou: 0.3265 loss_ce_0: 0.4841 loss_bbox_0: 0.3065 loss_giou_0: 0.4955 loss_ce_1: 0.3802 loss_bbox_1: 0.2095 loss_giou_1: 0.3722 loss_ce_2: 0.3164 loss_bbox_2: 0.1802 loss_giou_2: 0.3374 loss_ce_3: 0.2788 loss_bbox_3: 0.1727 loss_giou_3: 0.3376 loss_ce_4: 0.268 loss_bbox_4: 0.1686 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:19] d2.utils.events INFO: eta: 12:58:56 iter: 283319 total_loss: 5.29 loss_ce: 0.2348 loss_bbox: 0.1636 loss_giou: 0.3183 loss_ce_0: 0.4881 loss_bbox_0: 0.293 loss_giou_0: 0.5026 loss_ce_1: 0.3648 loss_bbox_1: 0.2034 loss_giou_1: 0.3673 loss_ce_2: 0.2991 loss_bbox_2: 0.1838 loss_giou_2: 0.3381 loss_ce_3: 0.2542 loss_bbox_3: 0.1716 loss_giou_3: 0.3259 loss_ce_4: 0.2384 loss_bbox_4: 0.1696 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:25] d2.utils.events INFO: eta: 12:58:54 iter: 283339 total_loss: 5.52 loss_ce: 0.2714 loss_bbox: 0.1839 loss_giou: 0.3281 loss_ce_0: 0.476 loss_bbox_0: 0.3054 loss_giou_0: 0.5088 loss_ce_1: 0.367 loss_bbox_1: 0.2162 loss_giou_1: 0.3783 loss_ce_2: 0.3106 loss_bbox_2: 0.1918 loss_giou_2: 0.3475 loss_ce_3: 0.2794 loss_bbox_3: 0.1882 loss_giou_3: 0.3405 loss_ce_4: 0.2696 loss_bbox_4: 0.1875 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:31] d2.utils.events INFO: eta: 12:58:40 iter: 283359 total_loss: 5.584 loss_ce: 0.2717 loss_bbox: 0.1739 loss_giou: 0.3244 loss_ce_0: 0.4871 loss_bbox_0: 0.3057 loss_giou_0: 0.5212 loss_ce_1: 0.4 loss_bbox_1: 0.2059 loss_giou_1: 0.3797 loss_ce_2: 0.3111 loss_bbox_2: 0.1925 loss_giou_2: 0.3529 loss_ce_3: 0.2877 loss_bbox_3: 0.1829 loss_giou_3: 0.3455 loss_ce_4: 0.2772 loss_bbox_4: 0.1758 loss_giou_4: 0.3309 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:36] d2.utils.events INFO: eta: 12:58:29 iter: 283379 total_loss: 5.428 loss_ce: 0.2495 loss_bbox: 0.1806 loss_giou: 0.332 loss_ce_0: 0.4613 loss_bbox_0: 0.3046 loss_giou_0: 0.5154 loss_ce_1: 0.3583 loss_bbox_1: 0.2135 loss_giou_1: 0.3715 loss_ce_2: 0.3077 loss_bbox_2: 0.1907 loss_giou_2: 0.3504 loss_ce_3: 0.2658 loss_bbox_3: 0.1864 loss_giou_3: 0.3363 loss_ce_4: 0.2457 loss_bbox_4: 0.1808 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:42] d2.utils.events INFO: eta: 12:58:14 iter: 283399 total_loss: 5.134 loss_ce: 0.2478 loss_bbox: 0.1662 loss_giou: 0.3079 loss_ce_0: 0.4879 loss_bbox_0: 0.2939 loss_giou_0: 0.4977 loss_ce_1: 0.3735 loss_bbox_1: 0.2052 loss_giou_1: 0.3651 loss_ce_2: 0.3036 loss_bbox_2: 0.1841 loss_giou_2: 0.3306 loss_ce_3: 0.273 loss_bbox_3: 0.1709 loss_giou_3: 0.3223 loss_ce_4: 0.2576 loss_bbox_4: 0.1678 loss_giou_4: 0.3152 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:48] d2.utils.events INFO: eta: 12:58:02 iter: 283419 total_loss: 5.726 loss_ce: 0.2803 loss_bbox: 0.1754 loss_giou: 0.3356 loss_ce_0: 0.5037 loss_bbox_0: 0.3032 loss_giou_0: 0.51 loss_ce_1: 0.3865 loss_bbox_1: 0.2159 loss_giou_1: 0.3735 loss_ce_2: 0.3325 loss_bbox_2: 0.1856 loss_giou_2: 0.3452 loss_ce_3: 0.3029 loss_bbox_3: 0.1828 loss_giou_3: 0.3353 loss_ce_4: 0.2887 loss_bbox_4: 0.1765 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:53] d2.utils.events INFO: eta: 12:57:12 iter: 283439 total_loss: 5.637 loss_ce: 0.2816 loss_bbox: 0.1899 loss_giou: 0.3363 loss_ce_0: 0.4853 loss_bbox_0: 0.3196 loss_giou_0: 0.5295 loss_ce_1: 0.387 loss_bbox_1: 0.2248 loss_giou_1: 0.3869 loss_ce_2: 0.3338 loss_bbox_2: 0.203 loss_giou_2: 0.3617 loss_ce_3: 0.3015 loss_bbox_3: 0.2011 loss_giou_3: 0.3488 loss_ce_4: 0.2819 loss_bbox_4: 0.1939 loss_giou_4: 0.3443 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:19:59] d2.utils.events INFO: eta: 12:57:07 iter: 283459 total_loss: 5.418 loss_ce: 0.2514 loss_bbox: 0.1764 loss_giou: 0.3312 loss_ce_0: 0.4628 loss_bbox_0: 0.2992 loss_giou_0: 0.5043 loss_ce_1: 0.3565 loss_bbox_1: 0.2211 loss_giou_1: 0.391 loss_ce_2: 0.3043 loss_bbox_2: 0.1865 loss_giou_2: 0.3573 loss_ce_3: 0.2741 loss_bbox_3: 0.18 loss_giou_3: 0.3401 loss_ce_4: 0.2641 loss_bbox_4: 0.1822 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:05] d2.utils.events INFO: eta: 12:56:59 iter: 283479 total_loss: 5.232 loss_ce: 0.245 loss_bbox: 0.1718 loss_giou: 0.3026 loss_ce_0: 0.4697 loss_bbox_0: 0.289 loss_giou_0: 0.46 loss_ce_1: 0.3675 loss_bbox_1: 0.1967 loss_giou_1: 0.3347 loss_ce_2: 0.2976 loss_bbox_2: 0.1755 loss_giou_2: 0.3142 loss_ce_3: 0.2705 loss_bbox_3: 0.175 loss_giou_3: 0.3004 loss_ce_4: 0.2555 loss_bbox_4: 0.1721 loss_giou_4: 0.3024 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:10] d2.utils.events INFO: eta: 12:56:51 iter: 283499 total_loss: 5.547 loss_ce: 0.2586 loss_bbox: 0.1679 loss_giou: 0.3332 loss_ce_0: 0.4757 loss_bbox_0: 0.2979 loss_giou_0: 0.5153 loss_ce_1: 0.3686 loss_bbox_1: 0.1985 loss_giou_1: 0.376 loss_ce_2: 0.3124 loss_bbox_2: 0.1743 loss_giou_2: 0.3537 loss_ce_3: 0.2719 loss_bbox_3: 0.1732 loss_giou_3: 0.3402 loss_ce_4: 0.2583 loss_bbox_4: 0.1698 loss_giou_4: 0.338 time: 0.2799 data_time: 0.0348 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:16] d2.utils.events INFO: eta: 12:56:47 iter: 283519 total_loss: 5.449 loss_ce: 0.2431 loss_bbox: 0.1811 loss_giou: 0.3252 loss_ce_0: 0.463 loss_bbox_0: 0.3029 loss_giou_0: 0.4952 loss_ce_1: 0.3656 loss_bbox_1: 0.2109 loss_giou_1: 0.3723 loss_ce_2: 0.3057 loss_bbox_2: 0.1928 loss_giou_2: 0.3452 loss_ce_3: 0.2606 loss_bbox_3: 0.1844 loss_giou_3: 0.3342 loss_ce_4: 0.247 loss_bbox_4: 0.182 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:22] d2.utils.events INFO: eta: 12:56:32 iter: 283539 total_loss: 5.395 loss_ce: 0.26 loss_bbox: 0.181 loss_giou: 0.3168 loss_ce_0: 0.4865 loss_bbox_0: 0.3096 loss_giou_0: 0.505 loss_ce_1: 0.3795 loss_bbox_1: 0.2146 loss_giou_1: 0.3694 loss_ce_2: 0.3195 loss_bbox_2: 0.194 loss_giou_2: 0.3376 loss_ce_3: 0.2817 loss_bbox_3: 0.1871 loss_giou_3: 0.3281 loss_ce_4: 0.2586 loss_bbox_4: 0.1837 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:27] d2.utils.events INFO: eta: 12:56:25 iter: 283559 total_loss: 5.282 loss_ce: 0.2534 loss_bbox: 0.1855 loss_giou: 0.3144 loss_ce_0: 0.4789 loss_bbox_0: 0.2967 loss_giou_0: 0.479 loss_ce_1: 0.3802 loss_bbox_1: 0.2027 loss_giou_1: 0.3545 loss_ce_2: 0.313 loss_bbox_2: 0.1889 loss_giou_2: 0.3371 loss_ce_3: 0.2688 loss_bbox_3: 0.1897 loss_giou_3: 0.3195 loss_ce_4: 0.2586 loss_bbox_4: 0.1839 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:33] d2.utils.events INFO: eta: 12:56:09 iter: 283579 total_loss: 5.376 loss_ce: 0.2548 loss_bbox: 0.1662 loss_giou: 0.3207 loss_ce_0: 0.5008 loss_bbox_0: 0.2908 loss_giou_0: 0.5122 loss_ce_1: 0.3791 loss_bbox_1: 0.2035 loss_giou_1: 0.3623 loss_ce_2: 0.3077 loss_bbox_2: 0.1839 loss_giou_2: 0.3323 loss_ce_3: 0.2822 loss_bbox_3: 0.1759 loss_giou_3: 0.3273 loss_ce_4: 0.2638 loss_bbox_4: 0.1677 loss_giou_4: 0.321 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:38] d2.utils.events INFO: eta: 12:56:02 iter: 283599 total_loss: 5.535 loss_ce: 0.2741 loss_bbox: 0.1734 loss_giou: 0.343 loss_ce_0: 0.491 loss_bbox_0: 0.298 loss_giou_0: 0.5281 loss_ce_1: 0.3808 loss_bbox_1: 0.2076 loss_giou_1: 0.396 loss_ce_2: 0.3179 loss_bbox_2: 0.1889 loss_giou_2: 0.3625 loss_ce_3: 0.2897 loss_bbox_3: 0.1827 loss_giou_3: 0.357 loss_ce_4: 0.2813 loss_bbox_4: 0.1761 loss_giou_4: 0.3477 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:44] d2.utils.events INFO: eta: 12:56:03 iter: 283619 total_loss: 5.597 loss_ce: 0.2846 loss_bbox: 0.1753 loss_giou: 0.3275 loss_ce_0: 0.5089 loss_bbox_0: 0.2974 loss_giou_0: 0.509 loss_ce_1: 0.388 loss_bbox_1: 0.2113 loss_giou_1: 0.3844 loss_ce_2: 0.3274 loss_bbox_2: 0.1933 loss_giou_2: 0.3464 loss_ce_3: 0.2977 loss_bbox_3: 0.183 loss_giou_3: 0.3342 loss_ce_4: 0.2915 loss_bbox_4: 0.1757 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:50] d2.utils.events INFO: eta: 12:55:54 iter: 283639 total_loss: 5.588 loss_ce: 0.2702 loss_bbox: 0.1831 loss_giou: 0.3284 loss_ce_0: 0.4825 loss_bbox_0: 0.2933 loss_giou_0: 0.4905 loss_ce_1: 0.3776 loss_bbox_1: 0.2108 loss_giou_1: 0.3701 loss_ce_2: 0.3237 loss_bbox_2: 0.1954 loss_giou_2: 0.3503 loss_ce_3: 0.2794 loss_bbox_3: 0.1867 loss_giou_3: 0.3401 loss_ce_4: 0.2709 loss_bbox_4: 0.1849 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 12:20:55] d2.utils.events INFO: eta: 12:55:52 iter: 283659 total_loss: 5.663 loss_ce: 0.2561 loss_bbox: 0.1826 loss_giou: 0.344 loss_ce_0: 0.4952 loss_bbox_0: 0.2908 loss_giou_0: 0.5123 loss_ce_1: 0.3762 loss_bbox_1: 0.2027 loss_giou_1: 0.3878 loss_ce_2: 0.305 loss_bbox_2: 0.1879 loss_giou_2: 0.3641 loss_ce_3: 0.2794 loss_bbox_3: 0.1861 loss_giou_3: 0.3508 loss_ce_4: 0.2665 loss_bbox_4: 0.1853 loss_giou_4: 0.3505 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:01] d2.utils.events INFO: eta: 12:55:43 iter: 283679 total_loss: 5.576 loss_ce: 0.2662 loss_bbox: 0.1727 loss_giou: 0.3519 loss_ce_0: 0.4806 loss_bbox_0: 0.2959 loss_giou_0: 0.5372 loss_ce_1: 0.3709 loss_bbox_1: 0.2022 loss_giou_1: 0.4056 loss_ce_2: 0.3085 loss_bbox_2: 0.1838 loss_giou_2: 0.3749 loss_ce_3: 0.2808 loss_bbox_3: 0.1743 loss_giou_3: 0.3599 loss_ce_4: 0.2721 loss_bbox_4: 0.1725 loss_giou_4: 0.3565 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:07] d2.utils.events INFO: eta: 12:55:45 iter: 283699 total_loss: 5.535 loss_ce: 0.2754 loss_bbox: 0.1722 loss_giou: 0.3262 loss_ce_0: 0.4806 loss_bbox_0: 0.2956 loss_giou_0: 0.5231 loss_ce_1: 0.3738 loss_bbox_1: 0.2054 loss_giou_1: 0.3789 loss_ce_2: 0.3234 loss_bbox_2: 0.1871 loss_giou_2: 0.3486 loss_ce_3: 0.2917 loss_bbox_3: 0.1734 loss_giou_3: 0.3329 loss_ce_4: 0.2729 loss_bbox_4: 0.1745 loss_giou_4: 0.3294 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:12] d2.utils.events INFO: eta: 12:55:48 iter: 283719 total_loss: 5.299 loss_ce: 0.2422 loss_bbox: 0.1696 loss_giou: 0.3197 loss_ce_0: 0.4723 loss_bbox_0: 0.2809 loss_giou_0: 0.4928 loss_ce_1: 0.3629 loss_bbox_1: 0.206 loss_giou_1: 0.3612 loss_ce_2: 0.2976 loss_bbox_2: 0.1859 loss_giou_2: 0.3372 loss_ce_3: 0.2593 loss_bbox_3: 0.1787 loss_giou_3: 0.3264 loss_ce_4: 0.2465 loss_bbox_4: 0.1744 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:18] d2.utils.events INFO: eta: 12:55:45 iter: 283739 total_loss: 5.432 loss_ce: 0.2577 loss_bbox: 0.1694 loss_giou: 0.3142 loss_ce_0: 0.4879 loss_bbox_0: 0.2897 loss_giou_0: 0.4805 loss_ce_1: 0.3666 loss_bbox_1: 0.2043 loss_giou_1: 0.3553 loss_ce_2: 0.3051 loss_bbox_2: 0.1861 loss_giou_2: 0.3317 loss_ce_3: 0.2716 loss_bbox_3: 0.1728 loss_giou_3: 0.3244 loss_ce_4: 0.262 loss_bbox_4: 0.1718 loss_giou_4: 0.3194 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:24] d2.utils.events INFO: eta: 12:55:37 iter: 283759 total_loss: 5.69 loss_ce: 0.2818 loss_bbox: 0.1923 loss_giou: 0.3239 loss_ce_0: 0.4939 loss_bbox_0: 0.3239 loss_giou_0: 0.5066 loss_ce_1: 0.3817 loss_bbox_1: 0.2208 loss_giou_1: 0.3629 loss_ce_2: 0.3248 loss_bbox_2: 0.2051 loss_giou_2: 0.3427 loss_ce_3: 0.2923 loss_bbox_3: 0.2005 loss_giou_3: 0.3332 loss_ce_4: 0.2844 loss_bbox_4: 0.1976 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:29] d2.utils.events INFO: eta: 12:55:31 iter: 283779 total_loss: 5.602 loss_ce: 0.2757 loss_bbox: 0.1739 loss_giou: 0.3396 loss_ce_0: 0.4912 loss_bbox_0: 0.3141 loss_giou_0: 0.5354 loss_ce_1: 0.3837 loss_bbox_1: 0.2045 loss_giou_1: 0.3943 loss_ce_2: 0.3265 loss_bbox_2: 0.1846 loss_giou_2: 0.3651 loss_ce_3: 0.2835 loss_bbox_3: 0.1771 loss_giou_3: 0.3476 loss_ce_4: 0.2782 loss_bbox_4: 0.1776 loss_giou_4: 0.3411 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:35] d2.utils.events INFO: eta: 12:55:09 iter: 283799 total_loss: 5.431 loss_ce: 0.2833 loss_bbox: 0.177 loss_giou: 0.3122 loss_ce_0: 0.4501 loss_bbox_0: 0.2962 loss_giou_0: 0.4793 loss_ce_1: 0.3745 loss_bbox_1: 0.211 loss_giou_1: 0.3624 loss_ce_2: 0.3092 loss_bbox_2: 0.1868 loss_giou_2: 0.3338 loss_ce_3: 0.2874 loss_bbox_3: 0.1785 loss_giou_3: 0.3277 loss_ce_4: 0.2698 loss_bbox_4: 0.1793 loss_giou_4: 0.3189 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:41] d2.utils.events INFO: eta: 12:55:00 iter: 283819 total_loss: 5.795 loss_ce: 0.2738 loss_bbox: 0.1756 loss_giou: 0.3412 loss_ce_0: 0.4764 loss_bbox_0: 0.3005 loss_giou_0: 0.531 loss_ce_1: 0.3762 loss_bbox_1: 0.2008 loss_giou_1: 0.3912 loss_ce_2: 0.3155 loss_bbox_2: 0.1882 loss_giou_2: 0.3589 loss_ce_3: 0.2777 loss_bbox_3: 0.1783 loss_giou_3: 0.3463 loss_ce_4: 0.2831 loss_bbox_4: 0.1752 loss_giou_4: 0.3418 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:46] d2.utils.events INFO: eta: 12:54:44 iter: 283839 total_loss: 5.346 loss_ce: 0.2797 loss_bbox: 0.174 loss_giou: 0.296 loss_ce_0: 0.4733 loss_bbox_0: 0.3198 loss_giou_0: 0.4826 loss_ce_1: 0.3795 loss_bbox_1: 0.2155 loss_giou_1: 0.3511 loss_ce_2: 0.3402 loss_bbox_2: 0.1884 loss_giou_2: 0.3125 loss_ce_3: 0.3024 loss_bbox_3: 0.1797 loss_giou_3: 0.3036 loss_ce_4: 0.2902 loss_bbox_4: 0.1748 loss_giou_4: 0.299 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:52] d2.utils.events INFO: eta: 12:54:36 iter: 283859 total_loss: 5.529 loss_ce: 0.2713 loss_bbox: 0.1805 loss_giou: 0.316 loss_ce_0: 0.4933 loss_bbox_0: 0.3109 loss_giou_0: 0.5026 loss_ce_1: 0.4014 loss_bbox_1: 0.2115 loss_giou_1: 0.3763 loss_ce_2: 0.3288 loss_bbox_2: 0.1976 loss_giou_2: 0.3374 loss_ce_3: 0.2846 loss_bbox_3: 0.1907 loss_giou_3: 0.3257 loss_ce_4: 0.2653 loss_bbox_4: 0.1852 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 12:21:58] d2.utils.events INFO: eta: 12:54:31 iter: 283879 total_loss: 5.44 loss_ce: 0.2526 loss_bbox: 0.1789 loss_giou: 0.3288 loss_ce_0: 0.4802 loss_bbox_0: 0.2944 loss_giou_0: 0.5074 loss_ce_1: 0.3734 loss_bbox_1: 0.2148 loss_giou_1: 0.3857 loss_ce_2: 0.3032 loss_bbox_2: 0.1953 loss_giou_2: 0.3607 loss_ce_3: 0.276 loss_bbox_3: 0.1818 loss_giou_3: 0.3408 loss_ce_4: 0.2611 loss_bbox_4: 0.1792 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:03] d2.utils.events INFO: eta: 12:54:28 iter: 283899 total_loss: 5.251 loss_ce: 0.2583 loss_bbox: 0.1728 loss_giou: 0.3171 loss_ce_0: 0.4646 loss_bbox_0: 0.2941 loss_giou_0: 0.4914 loss_ce_1: 0.364 loss_bbox_1: 0.2083 loss_giou_1: 0.3629 loss_ce_2: 0.3009 loss_bbox_2: 0.1862 loss_giou_2: 0.3334 loss_ce_3: 0.2695 loss_bbox_3: 0.1777 loss_giou_3: 0.3306 loss_ce_4: 0.2549 loss_bbox_4: 0.1745 loss_giou_4: 0.3235 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:09] d2.utils.events INFO: eta: 12:54:23 iter: 283919 total_loss: 5.526 loss_ce: 0.2707 loss_bbox: 0.1665 loss_giou: 0.3454 loss_ce_0: 0.4888 loss_bbox_0: 0.2999 loss_giou_0: 0.5624 loss_ce_1: 0.3697 loss_bbox_1: 0.1959 loss_giou_1: 0.4005 loss_ce_2: 0.3145 loss_bbox_2: 0.1802 loss_giou_2: 0.3569 loss_ce_3: 0.2851 loss_bbox_3: 0.1741 loss_giou_3: 0.3507 loss_ce_4: 0.2695 loss_bbox_4: 0.1713 loss_giou_4: 0.344 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:15] d2.utils.events INFO: eta: 12:54:23 iter: 283939 total_loss: 5.33 loss_ce: 0.2705 loss_bbox: 0.181 loss_giou: 0.3111 loss_ce_0: 0.4817 loss_bbox_0: 0.2946 loss_giou_0: 0.5143 loss_ce_1: 0.3747 loss_bbox_1: 0.2141 loss_giou_1: 0.3713 loss_ce_2: 0.3055 loss_bbox_2: 0.1922 loss_giou_2: 0.3332 loss_ce_3: 0.2761 loss_bbox_3: 0.1842 loss_giou_3: 0.3252 loss_ce_4: 0.274 loss_bbox_4: 0.1842 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0169 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:20] d2.utils.events INFO: eta: 12:54:08 iter: 283959 total_loss: 5.373 loss_ce: 0.2671 loss_bbox: 0.1678 loss_giou: 0.3197 loss_ce_0: 0.4959 loss_bbox_0: 0.2853 loss_giou_0: 0.516 loss_ce_1: 0.3761 loss_bbox_1: 0.1958 loss_giou_1: 0.3694 loss_ce_2: 0.3211 loss_bbox_2: 0.1825 loss_giou_2: 0.336 loss_ce_3: 0.2897 loss_bbox_3: 0.1766 loss_giou_3: 0.3367 loss_ce_4: 0.2765 loss_bbox_4: 0.1702 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:26] d2.utils.events INFO: eta: 12:54:06 iter: 283979 total_loss: 5.522 loss_ce: 0.2869 loss_bbox: 0.1651 loss_giou: 0.3215 loss_ce_0: 0.4882 loss_bbox_0: 0.3005 loss_giou_0: 0.5137 loss_ce_1: 0.3941 loss_bbox_1: 0.2106 loss_giou_1: 0.3702 loss_ce_2: 0.3359 loss_bbox_2: 0.1815 loss_giou_2: 0.3397 loss_ce_3: 0.3011 loss_bbox_3: 0.1702 loss_giou_3: 0.328 loss_ce_4: 0.2792 loss_bbox_4: 0.1677 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:32] d2.utils.events INFO: eta: 12:54:18 iter: 283999 total_loss: 5.28 loss_ce: 0.2423 loss_bbox: 0.1646 loss_giou: 0.3175 loss_ce_0: 0.4805 loss_bbox_0: 0.3033 loss_giou_0: 0.5053 loss_ce_1: 0.3659 loss_bbox_1: 0.2085 loss_giou_1: 0.3734 loss_ce_2: 0.2985 loss_bbox_2: 0.1887 loss_giou_2: 0.3463 loss_ce_3: 0.2596 loss_bbox_3: 0.1728 loss_giou_3: 0.3336 loss_ce_4: 0.249 loss_bbox_4: 0.1663 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:37] d2.utils.events INFO: eta: 12:54:20 iter: 284019 total_loss: 5.449 loss_ce: 0.26 loss_bbox: 0.1767 loss_giou: 0.3338 loss_ce_0: 0.4753 loss_bbox_0: 0.2907 loss_giou_0: 0.4981 loss_ce_1: 0.3692 loss_bbox_1: 0.2066 loss_giou_1: 0.3699 loss_ce_2: 0.301 loss_bbox_2: 0.1866 loss_giou_2: 0.354 loss_ce_3: 0.2712 loss_bbox_3: 0.1782 loss_giou_3: 0.3425 loss_ce_4: 0.2689 loss_bbox_4: 0.1757 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:43] d2.utils.events INFO: eta: 12:54:00 iter: 284039 total_loss: 5.509 loss_ce: 0.2623 loss_bbox: 0.1796 loss_giou: 0.3226 loss_ce_0: 0.4945 loss_bbox_0: 0.3026 loss_giou_0: 0.5195 loss_ce_1: 0.3878 loss_bbox_1: 0.2157 loss_giou_1: 0.3823 loss_ce_2: 0.3198 loss_bbox_2: 0.1919 loss_giou_2: 0.35 loss_ce_3: 0.2745 loss_bbox_3: 0.1862 loss_giou_3: 0.333 loss_ce_4: 0.2606 loss_bbox_4: 0.1821 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:49] d2.utils.events INFO: eta: 12:53:57 iter: 284059 total_loss: 5.403 loss_ce: 0.2576 loss_bbox: 0.1795 loss_giou: 0.3488 loss_ce_0: 0.4806 loss_bbox_0: 0.2993 loss_giou_0: 0.5103 loss_ce_1: 0.3696 loss_bbox_1: 0.2065 loss_giou_1: 0.3795 loss_ce_2: 0.3073 loss_bbox_2: 0.1907 loss_giou_2: 0.3483 loss_ce_3: 0.2721 loss_bbox_3: 0.1869 loss_giou_3: 0.3425 loss_ce_4: 0.2648 loss_bbox_4: 0.1832 loss_giou_4: 0.3488 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 12:22:54] d2.utils.events INFO: eta: 12:53:38 iter: 284079 total_loss: 5.223 loss_ce: 0.2515 loss_bbox: 0.1657 loss_giou: 0.3088 loss_ce_0: 0.4728 loss_bbox_0: 0.3038 loss_giou_0: 0.4972 loss_ce_1: 0.3633 loss_bbox_1: 0.2034 loss_giou_1: 0.3627 loss_ce_2: 0.2931 loss_bbox_2: 0.185 loss_giou_2: 0.335 loss_ce_3: 0.2591 loss_bbox_3: 0.1798 loss_giou_3: 0.3223 loss_ce_4: 0.249 loss_bbox_4: 0.1735 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:00] d2.utils.events INFO: eta: 12:53:38 iter: 284099 total_loss: 4.999 loss_ce: 0.2444 loss_bbox: 0.1562 loss_giou: 0.3065 loss_ce_0: 0.4691 loss_bbox_0: 0.284 loss_giou_0: 0.4999 loss_ce_1: 0.3549 loss_bbox_1: 0.1975 loss_giou_1: 0.3674 loss_ce_2: 0.2894 loss_bbox_2: 0.1742 loss_giou_2: 0.3256 loss_ce_3: 0.257 loss_bbox_3: 0.1658 loss_giou_3: 0.3168 loss_ce_4: 0.244 loss_bbox_4: 0.1617 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:06] d2.utils.events INFO: eta: 12:53:32 iter: 284119 total_loss: 5.505 loss_ce: 0.2795 loss_bbox: 0.182 loss_giou: 0.3352 loss_ce_0: 0.4952 loss_bbox_0: 0.3121 loss_giou_0: 0.5221 loss_ce_1: 0.3787 loss_bbox_1: 0.2195 loss_giou_1: 0.3933 loss_ce_2: 0.3173 loss_bbox_2: 0.1911 loss_giou_2: 0.3488 loss_ce_3: 0.2811 loss_bbox_3: 0.1949 loss_giou_3: 0.3409 loss_ce_4: 0.2739 loss_bbox_4: 0.1836 loss_giou_4: 0.3373 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:12] d2.utils.events INFO: eta: 12:53:17 iter: 284139 total_loss: 5.381 loss_ce: 0.2679 loss_bbox: 0.1699 loss_giou: 0.304 loss_ce_0: 0.4816 loss_bbox_0: 0.2934 loss_giou_0: 0.4915 loss_ce_1: 0.3691 loss_bbox_1: 0.207 loss_giou_1: 0.3688 loss_ce_2: 0.321 loss_bbox_2: 0.1832 loss_giou_2: 0.3303 loss_ce_3: 0.2721 loss_bbox_3: 0.1775 loss_giou_3: 0.3245 loss_ce_4: 0.2625 loss_bbox_4: 0.1738 loss_giou_4: 0.312 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:17] d2.utils.events INFO: eta: 12:52:53 iter: 284159 total_loss: 5.097 loss_ce: 0.2415 loss_bbox: 0.1681 loss_giou: 0.2994 loss_ce_0: 0.4536 loss_bbox_0: 0.29 loss_giou_0: 0.4654 loss_ce_1: 0.3619 loss_bbox_1: 0.1947 loss_giou_1: 0.3472 loss_ce_2: 0.2867 loss_bbox_2: 0.1784 loss_giou_2: 0.3223 loss_ce_3: 0.2586 loss_bbox_3: 0.1727 loss_giou_3: 0.314 loss_ce_4: 0.2461 loss_bbox_4: 0.1684 loss_giou_4: 0.3058 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:23] d2.utils.events INFO: eta: 12:52:24 iter: 284179 total_loss: 5.574 loss_ce: 0.2702 loss_bbox: 0.1784 loss_giou: 0.3426 loss_ce_0: 0.4898 loss_bbox_0: 0.2974 loss_giou_0: 0.5242 loss_ce_1: 0.3789 loss_bbox_1: 0.2163 loss_giou_1: 0.3956 loss_ce_2: 0.3128 loss_bbox_2: 0.1898 loss_giou_2: 0.3677 loss_ce_3: 0.2916 loss_bbox_3: 0.1876 loss_giou_3: 0.3526 loss_ce_4: 0.2803 loss_bbox_4: 0.1799 loss_giou_4: 0.3462 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:28] d2.utils.events INFO: eta: 12:52:08 iter: 284199 total_loss: 5.442 loss_ce: 0.2583 loss_bbox: 0.1654 loss_giou: 0.304 loss_ce_0: 0.494 loss_bbox_0: 0.2937 loss_giou_0: 0.5063 loss_ce_1: 0.3699 loss_bbox_1: 0.2089 loss_giou_1: 0.3535 loss_ce_2: 0.3132 loss_bbox_2: 0.1833 loss_giou_2: 0.3235 loss_ce_3: 0.2756 loss_bbox_3: 0.1732 loss_giou_3: 0.3203 loss_ce_4: 0.2635 loss_bbox_4: 0.1682 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:34] d2.utils.events INFO: eta: 12:52:13 iter: 284219 total_loss: 5.518 loss_ce: 0.2648 loss_bbox: 0.1734 loss_giou: 0.3484 loss_ce_0: 0.4871 loss_bbox_0: 0.2995 loss_giou_0: 0.5267 loss_ce_1: 0.3753 loss_bbox_1: 0.1984 loss_giou_1: 0.3939 loss_ce_2: 0.3176 loss_bbox_2: 0.1865 loss_giou_2: 0.366 loss_ce_3: 0.2702 loss_bbox_3: 0.1802 loss_giou_3: 0.3612 loss_ce_4: 0.2568 loss_bbox_4: 0.1767 loss_giou_4: 0.3524 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:40] d2.utils.events INFO: eta: 12:52:07 iter: 284239 total_loss: 5.23 loss_ce: 0.2482 loss_bbox: 0.1783 loss_giou: 0.3228 loss_ce_0: 0.4696 loss_bbox_0: 0.2989 loss_giou_0: 0.4917 loss_ce_1: 0.3655 loss_bbox_1: 0.2043 loss_giou_1: 0.3678 loss_ce_2: 0.3016 loss_bbox_2: 0.1862 loss_giou_2: 0.3369 loss_ce_3: 0.2687 loss_bbox_3: 0.1805 loss_giou_3: 0.3277 loss_ce_4: 0.2535 loss_bbox_4: 0.1796 loss_giou_4: 0.322 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:45] d2.utils.events INFO: eta: 12:52:19 iter: 284259 total_loss: 5.494 loss_ce: 0.2533 loss_bbox: 0.1773 loss_giou: 0.3239 loss_ce_0: 0.4741 loss_bbox_0: 0.2974 loss_giou_0: 0.4899 loss_ce_1: 0.371 loss_bbox_1: 0.215 loss_giou_1: 0.3739 loss_ce_2: 0.2939 loss_bbox_2: 0.1897 loss_giou_2: 0.3471 loss_ce_3: 0.269 loss_bbox_3: 0.1833 loss_giou_3: 0.3362 loss_ce_4: 0.2501 loss_bbox_4: 0.1791 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:51] d2.utils.events INFO: eta: 12:52:25 iter: 284279 total_loss: 5.435 loss_ce: 0.2685 loss_bbox: 0.1741 loss_giou: 0.32 loss_ce_0: 0.4829 loss_bbox_0: 0.3045 loss_giou_0: 0.504 loss_ce_1: 0.3733 loss_bbox_1: 0.2106 loss_giou_1: 0.3713 loss_ce_2: 0.3216 loss_bbox_2: 0.1893 loss_giou_2: 0.3466 loss_ce_3: 0.2835 loss_bbox_3: 0.1818 loss_giou_3: 0.33 loss_ce_4: 0.2678 loss_bbox_4: 0.1768 loss_giou_4: 0.3238 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 12:23:57] d2.utils.events INFO: eta: 12:52:19 iter: 284299 total_loss: 5.42 loss_ce: 0.2672 loss_bbox: 0.1736 loss_giou: 0.3296 loss_ce_0: 0.4835 loss_bbox_0: 0.297 loss_giou_0: 0.5122 loss_ce_1: 0.3712 loss_bbox_1: 0.2141 loss_giou_1: 0.3803 loss_ce_2: 0.3173 loss_bbox_2: 0.1868 loss_giou_2: 0.354 loss_ce_3: 0.2757 loss_bbox_3: 0.1861 loss_giou_3: 0.3394 loss_ce_4: 0.262 loss_bbox_4: 0.1782 loss_giou_4: 0.3357 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:03] d2.utils.events INFO: eta: 12:52:21 iter: 284319 total_loss: 5.399 loss_ce: 0.239 loss_bbox: 0.1694 loss_giou: 0.3231 loss_ce_0: 0.4701 loss_bbox_0: 0.2916 loss_giou_0: 0.4828 loss_ce_1: 0.3532 loss_bbox_1: 0.2025 loss_giou_1: 0.3678 loss_ce_2: 0.2801 loss_bbox_2: 0.1857 loss_giou_2: 0.3327 loss_ce_3: 0.2548 loss_bbox_3: 0.1724 loss_giou_3: 0.3269 loss_ce_4: 0.243 loss_bbox_4: 0.1743 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:08] d2.utils.events INFO: eta: 12:52:15 iter: 284339 total_loss: 5.39 loss_ce: 0.2611 loss_bbox: 0.1631 loss_giou: 0.3175 loss_ce_0: 0.477 loss_bbox_0: 0.2793 loss_giou_0: 0.5261 loss_ce_1: 0.3772 loss_bbox_1: 0.191 loss_giou_1: 0.3752 loss_ce_2: 0.3112 loss_bbox_2: 0.1721 loss_giou_2: 0.3457 loss_ce_3: 0.2822 loss_bbox_3: 0.1628 loss_giou_3: 0.3306 loss_ce_4: 0.2617 loss_bbox_4: 0.1649 loss_giou_4: 0.3227 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:14] d2.utils.events INFO: eta: 12:52:21 iter: 284359 total_loss: 5.675 loss_ce: 0.2804 loss_bbox: 0.1845 loss_giou: 0.3191 loss_ce_0: 0.5155 loss_bbox_0: 0.3109 loss_giou_0: 0.5167 loss_ce_1: 0.3948 loss_bbox_1: 0.2141 loss_giou_1: 0.3663 loss_ce_2: 0.3311 loss_bbox_2: 0.2017 loss_giou_2: 0.3414 loss_ce_3: 0.2945 loss_bbox_3: 0.1937 loss_giou_3: 0.3262 loss_ce_4: 0.2844 loss_bbox_4: 0.1835 loss_giou_4: 0.3261 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:20] d2.utils.events INFO: eta: 12:52:20 iter: 284379 total_loss: 5.422 loss_ce: 0.2737 loss_bbox: 0.1741 loss_giou: 0.3208 loss_ce_0: 0.4803 loss_bbox_0: 0.302 loss_giou_0: 0.5041 loss_ce_1: 0.3729 loss_bbox_1: 0.204 loss_giou_1: 0.371 loss_ce_2: 0.3153 loss_bbox_2: 0.1873 loss_giou_2: 0.3456 loss_ce_3: 0.2805 loss_bbox_3: 0.1777 loss_giou_3: 0.3329 loss_ce_4: 0.2745 loss_bbox_4: 0.1751 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:25] d2.utils.events INFO: eta: 12:52:06 iter: 284399 total_loss: 5.269 loss_ce: 0.2522 loss_bbox: 0.1748 loss_giou: 0.3081 loss_ce_0: 0.4809 loss_bbox_0: 0.3006 loss_giou_0: 0.4777 loss_ce_1: 0.3511 loss_bbox_1: 0.2147 loss_giou_1: 0.3574 loss_ce_2: 0.2885 loss_bbox_2: 0.1943 loss_giou_2: 0.3293 loss_ce_3: 0.2477 loss_bbox_3: 0.1842 loss_giou_3: 0.318 loss_ce_4: 0.2484 loss_bbox_4: 0.1774 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:31] d2.utils.events INFO: eta: 12:52:01 iter: 284419 total_loss: 5.699 loss_ce: 0.2733 loss_bbox: 0.182 loss_giou: 0.3448 loss_ce_0: 0.4857 loss_bbox_0: 0.2955 loss_giou_0: 0.5189 loss_ce_1: 0.3878 loss_bbox_1: 0.2148 loss_giou_1: 0.4002 loss_ce_2: 0.3222 loss_bbox_2: 0.1964 loss_giou_2: 0.3652 loss_ce_3: 0.2896 loss_bbox_3: 0.1871 loss_giou_3: 0.3588 loss_ce_4: 0.2787 loss_bbox_4: 0.1901 loss_giou_4: 0.3493 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:36] d2.utils.events INFO: eta: 12:51:57 iter: 284439 total_loss: 5.523 loss_ce: 0.2773 loss_bbox: 0.1819 loss_giou: 0.3182 loss_ce_0: 0.4889 loss_bbox_0: 0.2958 loss_giou_0: 0.5155 loss_ce_1: 0.383 loss_bbox_1: 0.2039 loss_giou_1: 0.371 loss_ce_2: 0.3077 loss_bbox_2: 0.1889 loss_giou_2: 0.3413 loss_ce_3: 0.281 loss_bbox_3: 0.1827 loss_giou_3: 0.336 loss_ce_4: 0.2783 loss_bbox_4: 0.1806 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:42] d2.utils.events INFO: eta: 12:51:46 iter: 284459 total_loss: 5.368 loss_ce: 0.2715 loss_bbox: 0.1689 loss_giou: 0.3313 loss_ce_0: 0.4678 loss_bbox_0: 0.2929 loss_giou_0: 0.5288 loss_ce_1: 0.3768 loss_bbox_1: 0.196 loss_giou_1: 0.3794 loss_ce_2: 0.301 loss_bbox_2: 0.1818 loss_giou_2: 0.3495 loss_ce_3: 0.2774 loss_bbox_3: 0.1726 loss_giou_3: 0.3414 loss_ce_4: 0.2675 loss_bbox_4: 0.1714 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:48] d2.utils.events INFO: eta: 12:51:48 iter: 284479 total_loss: 5.48 loss_ce: 0.2566 loss_bbox: 0.1684 loss_giou: 0.3436 loss_ce_0: 0.468 loss_bbox_0: 0.2946 loss_giou_0: 0.519 loss_ce_1: 0.3591 loss_bbox_1: 0.1988 loss_giou_1: 0.3885 loss_ce_2: 0.2994 loss_bbox_2: 0.1792 loss_giou_2: 0.363 loss_ce_3: 0.264 loss_bbox_3: 0.173 loss_giou_3: 0.3524 loss_ce_4: 0.2642 loss_bbox_4: 0.1667 loss_giou_4: 0.347 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:54] d2.utils.events INFO: eta: 12:51:54 iter: 284499 total_loss: 5.302 loss_ce: 0.2582 loss_bbox: 0.1709 loss_giou: 0.323 loss_ce_0: 0.4741 loss_bbox_0: 0.3035 loss_giou_0: 0.4964 loss_ce_1: 0.3713 loss_bbox_1: 0.1974 loss_giou_1: 0.3703 loss_ce_2: 0.3031 loss_bbox_2: 0.1831 loss_giou_2: 0.3456 loss_ce_3: 0.2721 loss_bbox_3: 0.1736 loss_giou_3: 0.3284 loss_ce_4: 0.2637 loss_bbox_4: 0.1699 loss_giou_4: 0.3227 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 12:24:59] d2.utils.events INFO: eta: 12:51:47 iter: 284519 total_loss: 5.451 loss_ce: 0.2796 loss_bbox: 0.1676 loss_giou: 0.3193 loss_ce_0: 0.4933 loss_bbox_0: 0.306 loss_giou_0: 0.507 loss_ce_1: 0.3963 loss_bbox_1: 0.1969 loss_giou_1: 0.3765 loss_ce_2: 0.3228 loss_bbox_2: 0.1773 loss_giou_2: 0.3381 loss_ce_3: 0.3091 loss_bbox_3: 0.1717 loss_giou_3: 0.3282 loss_ce_4: 0.2874 loss_bbox_4: 0.1669 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:05] d2.utils.events INFO: eta: 12:51:50 iter: 284539 total_loss: 5.371 loss_ce: 0.2654 loss_bbox: 0.1773 loss_giou: 0.3158 loss_ce_0: 0.4738 loss_bbox_0: 0.2948 loss_giou_0: 0.489 loss_ce_1: 0.353 loss_bbox_1: 0.206 loss_giou_1: 0.3657 loss_ce_2: 0.2911 loss_bbox_2: 0.189 loss_giou_2: 0.337 loss_ce_3: 0.2792 loss_bbox_3: 0.1797 loss_giou_3: 0.3263 loss_ce_4: 0.2744 loss_bbox_4: 0.1795 loss_giou_4: 0.3246 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:11] d2.utils.events INFO: eta: 12:52:24 iter: 284559 total_loss: 5.658 loss_ce: 0.2693 loss_bbox: 0.1896 loss_giou: 0.3432 loss_ce_0: 0.4813 loss_bbox_0: 0.3142 loss_giou_0: 0.5046 loss_ce_1: 0.3689 loss_bbox_1: 0.2257 loss_giou_1: 0.3938 loss_ce_2: 0.321 loss_bbox_2: 0.2032 loss_giou_2: 0.3549 loss_ce_3: 0.2875 loss_bbox_3: 0.1926 loss_giou_3: 0.3528 loss_ce_4: 0.2792 loss_bbox_4: 0.187 loss_giou_4: 0.3468 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:16] d2.utils.events INFO: eta: 12:52:09 iter: 284579 total_loss: 5.411 loss_ce: 0.2589 loss_bbox: 0.1657 loss_giou: 0.3215 loss_ce_0: 0.4797 loss_bbox_0: 0.2961 loss_giou_0: 0.4729 loss_ce_1: 0.373 loss_bbox_1: 0.2044 loss_giou_1: 0.3644 loss_ce_2: 0.3069 loss_bbox_2: 0.1802 loss_giou_2: 0.3399 loss_ce_3: 0.2781 loss_bbox_3: 0.1702 loss_giou_3: 0.333 loss_ce_4: 0.2587 loss_bbox_4: 0.1662 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:22] d2.utils.events INFO: eta: 12:52:21 iter: 284599 total_loss: 5.657 loss_ce: 0.2859 loss_bbox: 0.1827 loss_giou: 0.3351 loss_ce_0: 0.5053 loss_bbox_0: 0.3127 loss_giou_0: 0.497 loss_ce_1: 0.3856 loss_bbox_1: 0.2257 loss_giou_1: 0.379 loss_ce_2: 0.3243 loss_bbox_2: 0.2012 loss_giou_2: 0.3592 loss_ce_3: 0.293 loss_bbox_3: 0.1977 loss_giou_3: 0.3426 loss_ce_4: 0.2883 loss_bbox_4: 0.1864 loss_giou_4: 0.3379 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:28] d2.utils.events INFO: eta: 12:52:11 iter: 284619 total_loss: 5.626 loss_ce: 0.2689 loss_bbox: 0.1766 loss_giou: 0.3249 loss_ce_0: 0.4991 loss_bbox_0: 0.3076 loss_giou_0: 0.5144 loss_ce_1: 0.376 loss_bbox_1: 0.2165 loss_giou_1: 0.3777 loss_ce_2: 0.3332 loss_bbox_2: 0.1998 loss_giou_2: 0.3464 loss_ce_3: 0.2927 loss_bbox_3: 0.1905 loss_giou_3: 0.3349 loss_ce_4: 0.2741 loss_bbox_4: 0.1818 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:33] d2.utils.events INFO: eta: 12:52:14 iter: 284639 total_loss: 5.649 loss_ce: 0.2684 loss_bbox: 0.1796 loss_giou: 0.3354 loss_ce_0: 0.4933 loss_bbox_0: 0.3046 loss_giou_0: 0.4955 loss_ce_1: 0.3845 loss_bbox_1: 0.2143 loss_giou_1: 0.3695 loss_ce_2: 0.3255 loss_bbox_2: 0.1945 loss_giou_2: 0.3499 loss_ce_3: 0.3015 loss_bbox_3: 0.1893 loss_giou_3: 0.344 loss_ce_4: 0.2798 loss_bbox_4: 0.1838 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:39] d2.utils.events INFO: eta: 12:52:02 iter: 284659 total_loss: 5.242 loss_ce: 0.2503 loss_bbox: 0.1718 loss_giou: 0.3123 loss_ce_0: 0.481 loss_bbox_0: 0.2837 loss_giou_0: 0.4815 loss_ce_1: 0.3688 loss_bbox_1: 0.2021 loss_giou_1: 0.349 loss_ce_2: 0.3068 loss_bbox_2: 0.1835 loss_giou_2: 0.3282 loss_ce_3: 0.2715 loss_bbox_3: 0.174 loss_giou_3: 0.3194 loss_ce_4: 0.2522 loss_bbox_4: 0.1725 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:45] d2.utils.events INFO: eta: 12:52:04 iter: 284679 total_loss: 5.432 loss_ce: 0.2725 loss_bbox: 0.1876 loss_giou: 0.3507 loss_ce_0: 0.4774 loss_bbox_0: 0.3058 loss_giou_0: 0.5153 loss_ce_1: 0.3713 loss_bbox_1: 0.216 loss_giou_1: 0.3893 loss_ce_2: 0.3072 loss_bbox_2: 0.2001 loss_giou_2: 0.3631 loss_ce_3: 0.2929 loss_bbox_3: 0.1896 loss_giou_3: 0.3589 loss_ce_4: 0.2749 loss_bbox_4: 0.1867 loss_giou_4: 0.3551 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:50] d2.utils.events INFO: eta: 12:51:57 iter: 284699 total_loss: 5.433 loss_ce: 0.2612 loss_bbox: 0.1688 loss_giou: 0.3329 loss_ce_0: 0.4757 loss_bbox_0: 0.2836 loss_giou_0: 0.5289 loss_ce_1: 0.3742 loss_bbox_1: 0.199 loss_giou_1: 0.3851 loss_ce_2: 0.3011 loss_bbox_2: 0.1802 loss_giou_2: 0.3569 loss_ce_3: 0.2696 loss_bbox_3: 0.1737 loss_giou_3: 0.3459 loss_ce_4: 0.2669 loss_bbox_4: 0.1685 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 12:25:56] d2.utils.events INFO: eta: 12:51:39 iter: 284719 total_loss: 5.48 loss_ce: 0.2633 loss_bbox: 0.1832 loss_giou: 0.3279 loss_ce_0: 0.4888 loss_bbox_0: 0.2956 loss_giou_0: 0.4885 loss_ce_1: 0.3771 loss_bbox_1: 0.2162 loss_giou_1: 0.3647 loss_ce_2: 0.3218 loss_bbox_2: 0.1975 loss_giou_2: 0.3404 loss_ce_3: 0.2739 loss_bbox_3: 0.1892 loss_giou_3: 0.3332 loss_ce_4: 0.2593 loss_bbox_4: 0.1861 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:02] d2.utils.events INFO: eta: 12:50:59 iter: 284739 total_loss: 5.478 loss_ce: 0.2722 loss_bbox: 0.1812 loss_giou: 0.3415 loss_ce_0: 0.4897 loss_bbox_0: 0.3086 loss_giou_0: 0.5161 loss_ce_1: 0.3797 loss_bbox_1: 0.21 loss_giou_1: 0.3803 loss_ce_2: 0.3124 loss_bbox_2: 0.188 loss_giou_2: 0.3548 loss_ce_3: 0.2813 loss_bbox_3: 0.1852 loss_giou_3: 0.348 loss_ce_4: 0.2755 loss_bbox_4: 0.1842 loss_giou_4: 0.3426 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:07] d2.utils.events INFO: eta: 12:50:41 iter: 284759 total_loss: 5.477 loss_ce: 0.2719 loss_bbox: 0.1753 loss_giou: 0.331 loss_ce_0: 0.5064 loss_bbox_0: 0.2941 loss_giou_0: 0.5215 loss_ce_1: 0.3857 loss_bbox_1: 0.1993 loss_giou_1: 0.3791 loss_ce_2: 0.3181 loss_bbox_2: 0.1854 loss_giou_2: 0.3504 loss_ce_3: 0.2896 loss_bbox_3: 0.1795 loss_giou_3: 0.3451 loss_ce_4: 0.2827 loss_bbox_4: 0.1783 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:13] d2.utils.events INFO: eta: 12:50:53 iter: 284779 total_loss: 5.318 loss_ce: 0.2371 loss_bbox: 0.1781 loss_giou: 0.3246 loss_ce_0: 0.4624 loss_bbox_0: 0.2928 loss_giou_0: 0.4819 loss_ce_1: 0.3548 loss_bbox_1: 0.2087 loss_giou_1: 0.3732 loss_ce_2: 0.2832 loss_bbox_2: 0.1896 loss_giou_2: 0.3426 loss_ce_3: 0.2537 loss_bbox_3: 0.1802 loss_giou_3: 0.3323 loss_ce_4: 0.233 loss_bbox_4: 0.1785 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:19] d2.utils.events INFO: eta: 12:51:29 iter: 284799 total_loss: 5.328 loss_ce: 0.2574 loss_bbox: 0.1785 loss_giou: 0.3299 loss_ce_0: 0.4852 loss_bbox_0: 0.2996 loss_giou_0: 0.5162 loss_ce_1: 0.3643 loss_bbox_1: 0.2103 loss_giou_1: 0.38 loss_ce_2: 0.3123 loss_bbox_2: 0.1917 loss_giou_2: 0.3529 loss_ce_3: 0.2699 loss_bbox_3: 0.1856 loss_giou_3: 0.3374 loss_ce_4: 0.2631 loss_bbox_4: 0.1805 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:24] d2.utils.events INFO: eta: 12:50:42 iter: 284819 total_loss: 5.232 loss_ce: 0.2488 loss_bbox: 0.172 loss_giou: 0.3224 loss_ce_0: 0.4789 loss_bbox_0: 0.2964 loss_giou_0: 0.5006 loss_ce_1: 0.3721 loss_bbox_1: 0.2014 loss_giou_1: 0.3624 loss_ce_2: 0.3082 loss_bbox_2: 0.1832 loss_giou_2: 0.3382 loss_ce_3: 0.2673 loss_bbox_3: 0.177 loss_giou_3: 0.3332 loss_ce_4: 0.2476 loss_bbox_4: 0.1746 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:30] d2.utils.events INFO: eta: 12:51:21 iter: 284839 total_loss: 5.408 loss_ce: 0.2604 loss_bbox: 0.1694 loss_giou: 0.3428 loss_ce_0: 0.4795 loss_bbox_0: 0.2908 loss_giou_0: 0.5138 loss_ce_1: 0.3597 loss_bbox_1: 0.1988 loss_giou_1: 0.3834 loss_ce_2: 0.2952 loss_bbox_2: 0.1807 loss_giou_2: 0.3612 loss_ce_3: 0.2718 loss_bbox_3: 0.1728 loss_giou_3: 0.3556 loss_ce_4: 0.2623 loss_bbox_4: 0.1714 loss_giou_4: 0.3499 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:36] d2.utils.events INFO: eta: 12:51:19 iter: 284859 total_loss: 5.168 loss_ce: 0.2449 loss_bbox: 0.1568 loss_giou: 0.3101 loss_ce_0: 0.4707 loss_bbox_0: 0.2748 loss_giou_0: 0.4822 loss_ce_1: 0.3627 loss_bbox_1: 0.1899 loss_giou_1: 0.3548 loss_ce_2: 0.2964 loss_bbox_2: 0.1713 loss_giou_2: 0.3281 loss_ce_3: 0.2608 loss_bbox_3: 0.1661 loss_giou_3: 0.322 loss_ce_4: 0.249 loss_bbox_4: 0.1559 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:41] d2.utils.events INFO: eta: 12:51:37 iter: 284879 total_loss: 5.438 loss_ce: 0.2676 loss_bbox: 0.1739 loss_giou: 0.3278 loss_ce_0: 0.4833 loss_bbox_0: 0.2933 loss_giou_0: 0.4875 loss_ce_1: 0.3761 loss_bbox_1: 0.2065 loss_giou_1: 0.3631 loss_ce_2: 0.3223 loss_bbox_2: 0.183 loss_giou_2: 0.3387 loss_ce_3: 0.2816 loss_bbox_3: 0.1804 loss_giou_3: 0.3312 loss_ce_4: 0.2738 loss_bbox_4: 0.179 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:47] d2.utils.events INFO: eta: 12:51:15 iter: 284899 total_loss: 5.546 loss_ce: 0.2815 loss_bbox: 0.1769 loss_giou: 0.3187 loss_ce_0: 0.486 loss_bbox_0: 0.3042 loss_giou_0: 0.4834 loss_ce_1: 0.3937 loss_bbox_1: 0.2143 loss_giou_1: 0.3625 loss_ce_2: 0.3239 loss_bbox_2: 0.1928 loss_giou_2: 0.3406 loss_ce_3: 0.2979 loss_bbox_3: 0.1856 loss_giou_3: 0.3321 loss_ce_4: 0.2867 loss_bbox_4: 0.1791 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:53] d2.utils.events INFO: eta: 12:51:09 iter: 284919 total_loss: 5.768 loss_ce: 0.2867 loss_bbox: 0.1954 loss_giou: 0.3436 loss_ce_0: 0.5026 loss_bbox_0: 0.3205 loss_giou_0: 0.5412 loss_ce_1: 0.3827 loss_bbox_1: 0.2314 loss_giou_1: 0.3963 loss_ce_2: 0.3246 loss_bbox_2: 0.2145 loss_giou_2: 0.3672 loss_ce_3: 0.3102 loss_bbox_3: 0.2037 loss_giou_3: 0.3518 loss_ce_4: 0.2915 loss_bbox_4: 0.198 loss_giou_4: 0.3452 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 12:26:58] d2.utils.events INFO: eta: 12:51:07 iter: 284939 total_loss: 5.359 loss_ce: 0.2607 loss_bbox: 0.1905 loss_giou: 0.3178 loss_ce_0: 0.4686 loss_bbox_0: 0.3083 loss_giou_0: 0.4931 loss_ce_1: 0.3676 loss_bbox_1: 0.2203 loss_giou_1: 0.3688 loss_ce_2: 0.2915 loss_bbox_2: 0.2076 loss_giou_2: 0.3385 loss_ce_3: 0.2692 loss_bbox_3: 0.202 loss_giou_3: 0.3329 loss_ce_4: 0.2608 loss_bbox_4: 0.1965 loss_giou_4: 0.3259 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:04] d2.utils.events INFO: eta: 12:50:38 iter: 284959 total_loss: 5.396 loss_ce: 0.2686 loss_bbox: 0.1685 loss_giou: 0.3306 loss_ce_0: 0.4922 loss_bbox_0: 0.2901 loss_giou_0: 0.513 loss_ce_1: 0.3772 loss_bbox_1: 0.1954 loss_giou_1: 0.3688 loss_ce_2: 0.3247 loss_bbox_2: 0.1746 loss_giou_2: 0.334 loss_ce_3: 0.29 loss_bbox_3: 0.169 loss_giou_3: 0.3357 loss_ce_4: 0.262 loss_bbox_4: 0.1712 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:10] d2.utils.events INFO: eta: 12:50:32 iter: 284979 total_loss: 5.698 loss_ce: 0.2803 loss_bbox: 0.1775 loss_giou: 0.3415 loss_ce_0: 0.4854 loss_bbox_0: 0.3168 loss_giou_0: 0.5226 loss_ce_1: 0.3769 loss_bbox_1: 0.2152 loss_giou_1: 0.3848 loss_ce_2: 0.3176 loss_bbox_2: 0.1923 loss_giou_2: 0.3657 loss_ce_3: 0.2949 loss_bbox_3: 0.1835 loss_giou_3: 0.3452 loss_ce_4: 0.2853 loss_bbox_4: 0.1834 loss_giou_4: 0.3406 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:15] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0284999.pth [11/03 12:27:17] d2.utils.events INFO: eta: 12:49:33 iter: 284999 total_loss: 5.251 loss_ce: 0.255 loss_bbox: 0.181 loss_giou: 0.3176 loss_ce_0: 0.4581 loss_bbox_0: 0.2888 loss_giou_0: 0.4698 loss_ce_1: 0.3513 loss_bbox_1: 0.2067 loss_giou_1: 0.3734 loss_ce_2: 0.288 loss_bbox_2: 0.1922 loss_giou_2: 0.3391 loss_ce_3: 0.2615 loss_bbox_3: 0.1813 loss_giou_3: 0.3287 loss_ce_4: 0.2551 loss_bbox_4: 0.1843 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:23] d2.utils.events INFO: eta: 12:49:16 iter: 285019 total_loss: 5.585 loss_ce: 0.2771 loss_bbox: 0.1773 loss_giou: 0.3445 loss_ce_0: 0.5018 loss_bbox_0: 0.3047 loss_giou_0: 0.5362 loss_ce_1: 0.3827 loss_bbox_1: 0.2089 loss_giou_1: 0.4024 loss_ce_2: 0.3184 loss_bbox_2: 0.1862 loss_giou_2: 0.3682 loss_ce_3: 0.2847 loss_bbox_3: 0.1829 loss_giou_3: 0.3601 loss_ce_4: 0.2763 loss_bbox_4: 0.1773 loss_giou_4: 0.3465 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:29] d2.utils.events INFO: eta: 12:49:21 iter: 285039 total_loss: 5.546 loss_ce: 0.2909 loss_bbox: 0.1767 loss_giou: 0.3403 loss_ce_0: 0.4799 loss_bbox_0: 0.2944 loss_giou_0: 0.5175 loss_ce_1: 0.382 loss_bbox_1: 0.2065 loss_giou_1: 0.3804 loss_ce_2: 0.3332 loss_bbox_2: 0.1858 loss_giou_2: 0.3535 loss_ce_3: 0.2969 loss_bbox_3: 0.1807 loss_giou_3: 0.3483 loss_ce_4: 0.29 loss_bbox_4: 0.1766 loss_giou_4: 0.3421 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:34] d2.utils.events INFO: eta: 12:49:01 iter: 285059 total_loss: 5.15 loss_ce: 0.2374 loss_bbox: 0.1675 loss_giou: 0.318 loss_ce_0: 0.4575 loss_bbox_0: 0.293 loss_giou_0: 0.4732 loss_ce_1: 0.3394 loss_bbox_1: 0.2084 loss_giou_1: 0.3611 loss_ce_2: 0.2754 loss_bbox_2: 0.1941 loss_giou_2: 0.3356 loss_ce_3: 0.244 loss_bbox_3: 0.1816 loss_giou_3: 0.3222 loss_ce_4: 0.2247 loss_bbox_4: 0.172 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:40] d2.utils.events INFO: eta: 12:49:11 iter: 285079 total_loss: 5.252 loss_ce: 0.251 loss_bbox: 0.1674 loss_giou: 0.3158 loss_ce_0: 0.4769 loss_bbox_0: 0.2816 loss_giou_0: 0.4727 loss_ce_1: 0.3697 loss_bbox_1: 0.1901 loss_giou_1: 0.3558 loss_ce_2: 0.3051 loss_bbox_2: 0.173 loss_giou_2: 0.3366 loss_ce_3: 0.2766 loss_bbox_3: 0.1669 loss_giou_3: 0.3184 loss_ce_4: 0.2609 loss_bbox_4: 0.1675 loss_giou_4: 0.3151 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:46] d2.utils.events INFO: eta: 12:48:52 iter: 285099 total_loss: 5.31 loss_ce: 0.2348 loss_bbox: 0.175 loss_giou: 0.3272 loss_ce_0: 0.4581 loss_bbox_0: 0.2864 loss_giou_0: 0.5183 loss_ce_1: 0.3555 loss_bbox_1: 0.2029 loss_giou_1: 0.369 loss_ce_2: 0.2879 loss_bbox_2: 0.1895 loss_giou_2: 0.3472 loss_ce_3: 0.2584 loss_bbox_3: 0.1777 loss_giou_3: 0.343 loss_ce_4: 0.2398 loss_bbox_4: 0.176 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:52] d2.utils.events INFO: eta: 12:48:45 iter: 285119 total_loss: 5.513 loss_ce: 0.2704 loss_bbox: 0.1634 loss_giou: 0.3233 loss_ce_0: 0.4716 loss_bbox_0: 0.2845 loss_giou_0: 0.5165 loss_ce_1: 0.3574 loss_bbox_1: 0.1986 loss_giou_1: 0.373 loss_ce_2: 0.3143 loss_bbox_2: 0.1822 loss_giou_2: 0.3425 loss_ce_3: 0.2834 loss_bbox_3: 0.1742 loss_giou_3: 0.3318 loss_ce_4: 0.2684 loss_bbox_4: 0.171 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 12:27:57] d2.utils.events INFO: eta: 12:48:39 iter: 285139 total_loss: 5.476 loss_ce: 0.2595 loss_bbox: 0.186 loss_giou: 0.3326 loss_ce_0: 0.4837 loss_bbox_0: 0.3139 loss_giou_0: 0.5136 loss_ce_1: 0.3677 loss_bbox_1: 0.2152 loss_giou_1: 0.3817 loss_ce_2: 0.3066 loss_bbox_2: 0.1965 loss_giou_2: 0.3512 loss_ce_3: 0.2715 loss_bbox_3: 0.1942 loss_giou_3: 0.3374 loss_ce_4: 0.267 loss_bbox_4: 0.1896 loss_giou_4: 0.3352 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:03] d2.utils.events INFO: eta: 12:48:45 iter: 285159 total_loss: 5.398 loss_ce: 0.2758 loss_bbox: 0.1757 loss_giou: 0.3282 loss_ce_0: 0.4999 loss_bbox_0: 0.303 loss_giou_0: 0.5092 loss_ce_1: 0.3838 loss_bbox_1: 0.2075 loss_giou_1: 0.3766 loss_ce_2: 0.3209 loss_bbox_2: 0.1877 loss_giou_2: 0.3442 loss_ce_3: 0.2955 loss_bbox_3: 0.1833 loss_giou_3: 0.3348 loss_ce_4: 0.2773 loss_bbox_4: 0.1794 loss_giou_4: 0.3325 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:09] d2.utils.events INFO: eta: 12:48:52 iter: 285179 total_loss: 5.339 loss_ce: 0.2558 loss_bbox: 0.1694 loss_giou: 0.3086 loss_ce_0: 0.4673 loss_bbox_0: 0.2957 loss_giou_0: 0.4786 loss_ce_1: 0.3645 loss_bbox_1: 0.2086 loss_giou_1: 0.3601 loss_ce_2: 0.3025 loss_bbox_2: 0.1887 loss_giou_2: 0.3329 loss_ce_3: 0.2698 loss_bbox_3: 0.1769 loss_giou_3: 0.3194 loss_ce_4: 0.2587 loss_bbox_4: 0.172 loss_giou_4: 0.3112 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:14] d2.utils.events INFO: eta: 12:48:53 iter: 285199 total_loss: 5.661 loss_ce: 0.2637 loss_bbox: 0.1704 loss_giou: 0.3501 loss_ce_0: 0.4855 loss_bbox_0: 0.3004 loss_giou_0: 0.5295 loss_ce_1: 0.3721 loss_bbox_1: 0.2003 loss_giou_1: 0.4046 loss_ce_2: 0.3172 loss_bbox_2: 0.1804 loss_giou_2: 0.3739 loss_ce_3: 0.2735 loss_bbox_3: 0.1749 loss_giou_3: 0.3589 loss_ce_4: 0.266 loss_bbox_4: 0.17 loss_giou_4: 0.3478 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:20] d2.utils.events INFO: eta: 12:48:32 iter: 285219 total_loss: 5.62 loss_ce: 0.294 loss_bbox: 0.1923 loss_giou: 0.3272 loss_ce_0: 0.4857 loss_bbox_0: 0.3082 loss_giou_0: 0.5223 loss_ce_1: 0.386 loss_bbox_1: 0.2224 loss_giou_1: 0.379 loss_ce_2: 0.3334 loss_bbox_2: 0.1995 loss_giou_2: 0.3525 loss_ce_3: 0.3032 loss_bbox_3: 0.1975 loss_giou_3: 0.3414 loss_ce_4: 0.2947 loss_bbox_4: 0.1926 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:26] d2.utils.events INFO: eta: 12:48:24 iter: 285239 total_loss: 5.522 loss_ce: 0.2692 loss_bbox: 0.1698 loss_giou: 0.3178 loss_ce_0: 0.493 loss_bbox_0: 0.2915 loss_giou_0: 0.5123 loss_ce_1: 0.3887 loss_bbox_1: 0.2062 loss_giou_1: 0.3639 loss_ce_2: 0.3204 loss_bbox_2: 0.1822 loss_giou_2: 0.3386 loss_ce_3: 0.2945 loss_bbox_3: 0.1819 loss_giou_3: 0.3306 loss_ce_4: 0.2793 loss_bbox_4: 0.1717 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:31] d2.utils.events INFO: eta: 12:48:18 iter: 285259 total_loss: 5.518 loss_ce: 0.2829 loss_bbox: 0.1694 loss_giou: 0.3313 loss_ce_0: 0.4974 loss_bbox_0: 0.2833 loss_giou_0: 0.5052 loss_ce_1: 0.3809 loss_bbox_1: 0.1921 loss_giou_1: 0.3894 loss_ce_2: 0.3219 loss_bbox_2: 0.1771 loss_giou_2: 0.3566 loss_ce_3: 0.2936 loss_bbox_3: 0.1744 loss_giou_3: 0.3495 loss_ce_4: 0.28 loss_bbox_4: 0.1747 loss_giou_4: 0.3364 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:37] d2.utils.events INFO: eta: 12:47:55 iter: 285279 total_loss: 5.251 loss_ce: 0.2608 loss_bbox: 0.164 loss_giou: 0.3194 loss_ce_0: 0.471 loss_bbox_0: 0.2919 loss_giou_0: 0.4977 loss_ce_1: 0.3556 loss_bbox_1: 0.1979 loss_giou_1: 0.3725 loss_ce_2: 0.3012 loss_bbox_2: 0.1728 loss_giou_2: 0.3348 loss_ce_3: 0.268 loss_bbox_3: 0.1739 loss_giou_3: 0.3283 loss_ce_4: 0.2691 loss_bbox_4: 0.1661 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:42] d2.utils.events INFO: eta: 12:47:55 iter: 285299 total_loss: 5.384 loss_ce: 0.2659 loss_bbox: 0.1697 loss_giou: 0.2988 loss_ce_0: 0.5011 loss_bbox_0: 0.2991 loss_giou_0: 0.5039 loss_ce_1: 0.3913 loss_bbox_1: 0.2002 loss_giou_1: 0.3612 loss_ce_2: 0.3292 loss_bbox_2: 0.1773 loss_giou_2: 0.3245 loss_ce_3: 0.2869 loss_bbox_3: 0.1685 loss_giou_3: 0.3069 loss_ce_4: 0.2702 loss_bbox_4: 0.171 loss_giou_4: 0.2994 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:48] d2.utils.events INFO: eta: 12:48:02 iter: 285319 total_loss: 5.316 loss_ce: 0.2566 loss_bbox: 0.1632 loss_giou: 0.3562 loss_ce_0: 0.4602 loss_bbox_0: 0.2795 loss_giou_0: 0.5609 loss_ce_1: 0.3394 loss_bbox_1: 0.1954 loss_giou_1: 0.4107 loss_ce_2: 0.2999 loss_bbox_2: 0.1778 loss_giou_2: 0.3812 loss_ce_3: 0.2725 loss_bbox_3: 0.1698 loss_giou_3: 0.3662 loss_ce_4: 0.2565 loss_bbox_4: 0.164 loss_giou_4: 0.359 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:54] d2.utils.events INFO: eta: 12:47:56 iter: 285339 total_loss: 5.333 loss_ce: 0.2585 loss_bbox: 0.1872 loss_giou: 0.3074 loss_ce_0: 0.4726 loss_bbox_0: 0.3164 loss_giou_0: 0.4987 loss_ce_1: 0.3633 loss_bbox_1: 0.2157 loss_giou_1: 0.3523 loss_ce_2: 0.3166 loss_bbox_2: 0.1936 loss_giou_2: 0.3292 loss_ce_3: 0.2757 loss_bbox_3: 0.1958 loss_giou_3: 0.3143 loss_ce_4: 0.2645 loss_bbox_4: 0.1838 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 12:28:59] d2.utils.events INFO: eta: 12:47:50 iter: 285359 total_loss: 5.078 loss_ce: 0.2463 loss_bbox: 0.1593 loss_giou: 0.3036 loss_ce_0: 0.452 loss_bbox_0: 0.2886 loss_giou_0: 0.4766 loss_ce_1: 0.3434 loss_bbox_1: 0.1997 loss_giou_1: 0.3525 loss_ce_2: 0.2888 loss_bbox_2: 0.1776 loss_giou_2: 0.3225 loss_ce_3: 0.2551 loss_bbox_3: 0.1667 loss_giou_3: 0.3119 loss_ce_4: 0.2479 loss_bbox_4: 0.1607 loss_giou_4: 0.305 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:05] d2.utils.events INFO: eta: 12:47:45 iter: 285379 total_loss: 5.516 loss_ce: 0.2644 loss_bbox: 0.1818 loss_giou: 0.3131 loss_ce_0: 0.482 loss_bbox_0: 0.3138 loss_giou_0: 0.4956 loss_ce_1: 0.3723 loss_bbox_1: 0.2197 loss_giou_1: 0.3586 loss_ce_2: 0.3108 loss_bbox_2: 0.2 loss_giou_2: 0.3322 loss_ce_3: 0.2728 loss_bbox_3: 0.1892 loss_giou_3: 0.3176 loss_ce_4: 0.2653 loss_bbox_4: 0.1825 loss_giou_4: 0.3149 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:11] d2.utils.events INFO: eta: 12:47:57 iter: 285399 total_loss: 5.453 loss_ce: 0.252 loss_bbox: 0.1668 loss_giou: 0.3315 loss_ce_0: 0.4794 loss_bbox_0: 0.2931 loss_giou_0: 0.5243 loss_ce_1: 0.3662 loss_bbox_1: 0.2041 loss_giou_1: 0.3822 loss_ce_2: 0.3081 loss_bbox_2: 0.1886 loss_giou_2: 0.3503 loss_ce_3: 0.2736 loss_bbox_3: 0.1791 loss_giou_3: 0.3405 loss_ce_4: 0.2549 loss_bbox_4: 0.1675 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:16] d2.utils.events INFO: eta: 12:47:51 iter: 285419 total_loss: 5.406 loss_ce: 0.2511 loss_bbox: 0.1689 loss_giou: 0.3326 loss_ce_0: 0.4706 loss_bbox_0: 0.2938 loss_giou_0: 0.5035 loss_ce_1: 0.3663 loss_bbox_1: 0.2072 loss_giou_1: 0.3833 loss_ce_2: 0.3015 loss_bbox_2: 0.1866 loss_giou_2: 0.3505 loss_ce_3: 0.2713 loss_bbox_3: 0.1769 loss_giou_3: 0.3432 loss_ce_4: 0.2576 loss_bbox_4: 0.169 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:22] d2.utils.events INFO: eta: 12:47:40 iter: 285439 total_loss: 5.401 loss_ce: 0.2692 loss_bbox: 0.1752 loss_giou: 0.3284 loss_ce_0: 0.4823 loss_bbox_0: 0.3041 loss_giou_0: 0.4998 loss_ce_1: 0.3825 loss_bbox_1: 0.2103 loss_giou_1: 0.372 loss_ce_2: 0.3236 loss_bbox_2: 0.1853 loss_giou_2: 0.3461 loss_ce_3: 0.2874 loss_bbox_3: 0.181 loss_giou_3: 0.33 loss_ce_4: 0.2766 loss_bbox_4: 0.1792 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:28] d2.utils.events INFO: eta: 12:47:56 iter: 285459 total_loss: 5.564 loss_ce: 0.2809 loss_bbox: 0.1711 loss_giou: 0.3227 loss_ce_0: 0.4843 loss_bbox_0: 0.2977 loss_giou_0: 0.5072 loss_ce_1: 0.3753 loss_bbox_1: 0.2021 loss_giou_1: 0.3726 loss_ce_2: 0.3232 loss_bbox_2: 0.1818 loss_giou_2: 0.3431 loss_ce_3: 0.2858 loss_bbox_3: 0.1749 loss_giou_3: 0.3385 loss_ce_4: 0.2809 loss_bbox_4: 0.1705 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:33] d2.utils.events INFO: eta: 12:47:18 iter: 285479 total_loss: 5.152 loss_ce: 0.2419 loss_bbox: 0.1707 loss_giou: 0.3079 loss_ce_0: 0.4639 loss_bbox_0: 0.2985 loss_giou_0: 0.4977 loss_ce_1: 0.3568 loss_bbox_1: 0.2057 loss_giou_1: 0.366 loss_ce_2: 0.2955 loss_bbox_2: 0.1912 loss_giou_2: 0.3365 loss_ce_3: 0.2595 loss_bbox_3: 0.1809 loss_giou_3: 0.32 loss_ce_4: 0.243 loss_bbox_4: 0.1757 loss_giou_4: 0.3089 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:39] d2.utils.events INFO: eta: 12:46:55 iter: 285499 total_loss: 5.378 loss_ce: 0.2557 loss_bbox: 0.1799 loss_giou: 0.3255 loss_ce_0: 0.4633 loss_bbox_0: 0.288 loss_giou_0: 0.5064 loss_ce_1: 0.3451 loss_bbox_1: 0.2078 loss_giou_1: 0.3702 loss_ce_2: 0.3015 loss_bbox_2: 0.1936 loss_giou_2: 0.3387 loss_ce_3: 0.261 loss_bbox_3: 0.1887 loss_giou_3: 0.3336 loss_ce_4: 0.2536 loss_bbox_4: 0.1816 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:45] d2.utils.events INFO: eta: 12:46:51 iter: 285519 total_loss: 5.42 loss_ce: 0.2597 loss_bbox: 0.1764 loss_giou: 0.3292 loss_ce_0: 0.4691 loss_bbox_0: 0.2981 loss_giou_0: 0.5193 loss_ce_1: 0.3639 loss_bbox_1: 0.208 loss_giou_1: 0.3787 loss_ce_2: 0.3087 loss_bbox_2: 0.1892 loss_giou_2: 0.3507 loss_ce_3: 0.2715 loss_bbox_3: 0.1837 loss_giou_3: 0.3381 loss_ce_4: 0.2677 loss_bbox_4: 0.1823 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:50] d2.utils.events INFO: eta: 12:46:44 iter: 285539 total_loss: 5.625 loss_ce: 0.2758 loss_bbox: 0.1674 loss_giou: 0.3441 loss_ce_0: 0.4957 loss_bbox_0: 0.2818 loss_giou_0: 0.5273 loss_ce_1: 0.3832 loss_bbox_1: 0.2008 loss_giou_1: 0.3948 loss_ce_2: 0.3179 loss_bbox_2: 0.1778 loss_giou_2: 0.3628 loss_ce_3: 0.2944 loss_bbox_3: 0.1723 loss_giou_3: 0.3519 loss_ce_4: 0.2822 loss_bbox_4: 0.1674 loss_giou_4: 0.3488 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:29:56] d2.utils.events INFO: eta: 12:46:29 iter: 285559 total_loss: 5.25 loss_ce: 0.2692 loss_bbox: 0.1804 loss_giou: 0.3293 loss_ce_0: 0.4818 loss_bbox_0: 0.2981 loss_giou_0: 0.4824 loss_ce_1: 0.3806 loss_bbox_1: 0.2065 loss_giou_1: 0.3708 loss_ce_2: 0.3136 loss_bbox_2: 0.1957 loss_giou_2: 0.3497 loss_ce_3: 0.2822 loss_bbox_3: 0.1907 loss_giou_3: 0.3415 loss_ce_4: 0.2691 loss_bbox_4: 0.1846 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:02] d2.utils.events INFO: eta: 12:46:26 iter: 285579 total_loss: 5.435 loss_ce: 0.2593 loss_bbox: 0.1695 loss_giou: 0.3277 loss_ce_0: 0.4854 loss_bbox_0: 0.2867 loss_giou_0: 0.5121 loss_ce_1: 0.3786 loss_bbox_1: 0.2033 loss_giou_1: 0.3739 loss_ce_2: 0.3133 loss_bbox_2: 0.1821 loss_giou_2: 0.347 loss_ce_3: 0.2752 loss_bbox_3: 0.1743 loss_giou_3: 0.3301 loss_ce_4: 0.2658 loss_bbox_4: 0.1712 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:07] d2.utils.events INFO: eta: 12:46:14 iter: 285599 total_loss: 5.315 loss_ce: 0.2654 loss_bbox: 0.1801 loss_giou: 0.3182 loss_ce_0: 0.4944 loss_bbox_0: 0.3027 loss_giou_0: 0.5059 loss_ce_1: 0.377 loss_bbox_1: 0.2126 loss_giou_1: 0.3772 loss_ce_2: 0.3054 loss_bbox_2: 0.1922 loss_giou_2: 0.3439 loss_ce_3: 0.2752 loss_bbox_3: 0.1825 loss_giou_3: 0.3243 loss_ce_4: 0.268 loss_bbox_4: 0.1796 loss_giou_4: 0.3188 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:13] d2.utils.events INFO: eta: 12:45:50 iter: 285619 total_loss: 5.486 loss_ce: 0.2764 loss_bbox: 0.1691 loss_giou: 0.3518 loss_ce_0: 0.4998 loss_bbox_0: 0.3018 loss_giou_0: 0.5382 loss_ce_1: 0.3741 loss_bbox_1: 0.207 loss_giou_1: 0.4053 loss_ce_2: 0.3229 loss_bbox_2: 0.1846 loss_giou_2: 0.3724 loss_ce_3: 0.2863 loss_bbox_3: 0.1751 loss_giou_3: 0.3645 loss_ce_4: 0.2772 loss_bbox_4: 0.1699 loss_giou_4: 0.3513 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:19] d2.utils.events INFO: eta: 12:45:45 iter: 285639 total_loss: 5.743 loss_ce: 0.2873 loss_bbox: 0.1765 loss_giou: 0.3348 loss_ce_0: 0.494 loss_bbox_0: 0.3106 loss_giou_0: 0.5299 loss_ce_1: 0.3906 loss_bbox_1: 0.2108 loss_giou_1: 0.3861 loss_ce_2: 0.339 loss_bbox_2: 0.1885 loss_giou_2: 0.3555 loss_ce_3: 0.3028 loss_bbox_3: 0.1855 loss_giou_3: 0.3423 loss_ce_4: 0.2968 loss_bbox_4: 0.1781 loss_giou_4: 0.3385 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:24] d2.utils.events INFO: eta: 12:45:37 iter: 285659 total_loss: 5.305 loss_ce: 0.3045 loss_bbox: 0.1622 loss_giou: 0.3069 loss_ce_0: 0.4957 loss_bbox_0: 0.3026 loss_giou_0: 0.4681 loss_ce_1: 0.3826 loss_bbox_1: 0.198 loss_giou_1: 0.3441 loss_ce_2: 0.3329 loss_bbox_2: 0.1728 loss_giou_2: 0.3194 loss_ce_3: 0.3013 loss_bbox_3: 0.1669 loss_giou_3: 0.3048 loss_ce_4: 0.2949 loss_bbox_4: 0.164 loss_giou_4: 0.3037 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:30] d2.utils.events INFO: eta: 12:45:29 iter: 285679 total_loss: 5.364 loss_ce: 0.2505 loss_bbox: 0.1762 loss_giou: 0.3115 loss_ce_0: 0.4712 loss_bbox_0: 0.2983 loss_giou_0: 0.4761 loss_ce_1: 0.373 loss_bbox_1: 0.1919 loss_giou_1: 0.3476 loss_ce_2: 0.305 loss_bbox_2: 0.186 loss_giou_2: 0.3311 loss_ce_3: 0.2683 loss_bbox_3: 0.1807 loss_giou_3: 0.3168 loss_ce_4: 0.2566 loss_bbox_4: 0.1739 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:36] d2.utils.events INFO: eta: 12:45:26 iter: 285699 total_loss: 5.248 loss_ce: 0.2467 loss_bbox: 0.1709 loss_giou: 0.3103 loss_ce_0: 0.494 loss_bbox_0: 0.2848 loss_giou_0: 0.4705 loss_ce_1: 0.3666 loss_bbox_1: 0.2011 loss_giou_1: 0.3517 loss_ce_2: 0.3104 loss_bbox_2: 0.1827 loss_giou_2: 0.3322 loss_ce_3: 0.2627 loss_bbox_3: 0.179 loss_giou_3: 0.3214 loss_ce_4: 0.2484 loss_bbox_4: 0.178 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:41] d2.utils.events INFO: eta: 12:45:20 iter: 285719 total_loss: 5.669 loss_ce: 0.296 loss_bbox: 0.1918 loss_giou: 0.3244 loss_ce_0: 0.4898 loss_bbox_0: 0.3184 loss_giou_0: 0.5011 loss_ce_1: 0.3874 loss_bbox_1: 0.2191 loss_giou_1: 0.3714 loss_ce_2: 0.3288 loss_bbox_2: 0.2018 loss_giou_2: 0.3432 loss_ce_3: 0.2997 loss_bbox_3: 0.1917 loss_giou_3: 0.3329 loss_ce_4: 0.2892 loss_bbox_4: 0.1913 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:47] d2.utils.events INFO: eta: 12:45:21 iter: 285739 total_loss: 5.534 loss_ce: 0.2855 loss_bbox: 0.1842 loss_giou: 0.3443 loss_ce_0: 0.4833 loss_bbox_0: 0.309 loss_giou_0: 0.5175 loss_ce_1: 0.389 loss_bbox_1: 0.2239 loss_giou_1: 0.391 loss_ce_2: 0.3349 loss_bbox_2: 0.1969 loss_giou_2: 0.3706 loss_ce_3: 0.2879 loss_bbox_3: 0.1835 loss_giou_3: 0.3576 loss_ce_4: 0.2925 loss_bbox_4: 0.179 loss_giou_4: 0.3457 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:53] d2.utils.events INFO: eta: 12:44:59 iter: 285759 total_loss: 5.253 loss_ce: 0.2604 loss_bbox: 0.1701 loss_giou: 0.3213 loss_ce_0: 0.4827 loss_bbox_0: 0.2866 loss_giou_0: 0.5078 loss_ce_1: 0.3811 loss_bbox_1: 0.2011 loss_giou_1: 0.3706 loss_ce_2: 0.3017 loss_bbox_2: 0.1852 loss_giou_2: 0.3443 loss_ce_3: 0.284 loss_bbox_3: 0.1723 loss_giou_3: 0.3345 loss_ce_4: 0.2617 loss_bbox_4: 0.1742 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 12:30:58] d2.utils.events INFO: eta: 12:44:54 iter: 285779 total_loss: 5.146 loss_ce: 0.25 loss_bbox: 0.1717 loss_giou: 0.3169 loss_ce_0: 0.4592 loss_bbox_0: 0.2924 loss_giou_0: 0.5122 loss_ce_1: 0.3523 loss_bbox_1: 0.198 loss_giou_1: 0.3699 loss_ce_2: 0.2939 loss_bbox_2: 0.1821 loss_giou_2: 0.3365 loss_ce_3: 0.2613 loss_bbox_3: 0.1813 loss_giou_3: 0.3285 loss_ce_4: 0.2476 loss_bbox_4: 0.1772 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 12:31:04] d2.utils.events INFO: eta: 12:44:48 iter: 285799 total_loss: 5.245 loss_ce: 0.2642 loss_bbox: 0.1742 loss_giou: 0.321 loss_ce_0: 0.498 loss_bbox_0: 0.2933 loss_giou_0: 0.4996 loss_ce_1: 0.3775 loss_bbox_1: 0.2131 loss_giou_1: 0.3739 loss_ce_2: 0.313 loss_bbox_2: 0.1929 loss_giou_2: 0.3443 loss_ce_3: 0.2794 loss_bbox_3: 0.1839 loss_giou_3: 0.335 loss_ce_4: 0.2708 loss_bbox_4: 0.181 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 12:31:10] d2.utils.events INFO: eta: 12:44:51 iter: 285819 total_loss: 5.691 loss_ce: 0.2861 loss_bbox: 0.1926 loss_giou: 0.3283 loss_ce_0: 0.5016 loss_bbox_0: 0.3294 loss_giou_0: 0.5122 loss_ce_1: 0.3964 loss_bbox_1: 0.2267 loss_giou_1: 0.3716 loss_ce_2: 0.3391 loss_bbox_2: 0.2058 loss_giou_2: 0.342 loss_ce_3: 0.3006 loss_bbox_3: 0.2048 loss_giou_3: 0.335 loss_ce_4: 0.2843 loss_bbox_4: 0.1931 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0345 lr: 2.5e-05 max_mem: 5427M [11/03 12:31:16] d2.utils.events INFO: eta: 12:44:37 iter: 285839 total_loss: 5.416 loss_ce: 0.2594 loss_bbox: 0.1686 loss_giou: 0.3359 loss_ce_0: 0.4664 loss_bbox_0: 0.3087 loss_giou_0: 0.5315 loss_ce_1: 0.3757 loss_bbox_1: 0.208 loss_giou_1: 0.3808 loss_ce_2: 0.3111 loss_bbox_2: 0.1832 loss_giou_2: 0.3487 loss_ce_3: 0.2688 loss_bbox_3: 0.1776 loss_giou_3: 0.3485 loss_ce_4: 0.256 loss_bbox_4: 0.1704 loss_giou_4: 0.3431 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 12:31:21] d2.utils.events INFO: eta: 12:44:31 iter: 285859 total_loss: 5.094 loss_ce: 0.2422 loss_bbox: 0.1675 loss_giou: 0.2966 loss_ce_0: 0.4665 loss_bbox_0: 0.2888 loss_giou_0: 0.4873 loss_ce_1: 0.3509 loss_bbox_1: 0.2031 loss_giou_1: 0.3491 loss_ce_2: 0.286 loss_bbox_2: 0.1811 loss_giou_2: 0.3207 loss_ce_3: 0.2545 loss_bbox_3: 0.1777 loss_giou_3: 0.307 loss_ce_4: 0.2461 loss_bbox_4: 0.1706 loss_giou_4: 0.3064 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 12:31:24] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 12:31:25] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 12:31:25] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 12:31:25] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 12:31:25] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 12:31:26] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 12:31:33] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0032 s/iter. Inference: 0.0575 s/iter. Eval: 0.0003 s/iter. Total: 0.0611 s/iter. ETA=0:00:37 [11/03 12:31:38] d2.evaluation.evaluator INFO: Inference done 106/625. Dataloading: 0.0032 s/iter. Inference: 0.0496 s/iter. Eval: 0.0004 s/iter. Total: 0.0533 s/iter. ETA=0:00:27 [11/03 12:31:43] d2.evaluation.evaluator INFO: Inference done 200/625. Dataloading: 0.0029 s/iter. Inference: 0.0498 s/iter. Eval: 0.0004 s/iter. Total: 0.0533 s/iter. ETA=0:00:22 [11/03 12:31:48] d2.evaluation.evaluator INFO: Inference done 281/625. Dataloading: 0.0028 s/iter. Inference: 0.0498 s/iter. Eval: 0.0032 s/iter. Total: 0.0558 s/iter. ETA=0:00:19 [11/03 12:31:53] d2.evaluation.evaluator INFO: Inference done 376/625. Dataloading: 0.0028 s/iter. Inference: 0.0497 s/iter. Eval: 0.0024 s/iter. Total: 0.0551 s/iter. ETA=0:00:13 [11/03 12:31:58] d2.evaluation.evaluator INFO: Inference done 474/625. Dataloading: 0.0028 s/iter. Inference: 0.0494 s/iter. Eval: 0.0020 s/iter. Total: 0.0543 s/iter. ETA=0:00:08 [11/03 12:32:03] d2.evaluation.evaluator INFO: Inference done 571/625. Dataloading: 0.0028 s/iter. Inference: 0.0492 s/iter. Eval: 0.0018 s/iter. Total: 0.0538 s/iter. ETA=0:00:02 [11/03 12:32:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.254018 (0.053636 s / iter per device, on 8 devices) [11/03 12:32:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048666 s / iter per device, on 8 devices) [11/03 12:32:15] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 12:32:15] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 12:32:18] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 12:32:22] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 12:32:36] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.81 seconds. [11/03 12:32:36] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 12:32:38] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.55 seconds. [11/03 12:32:38] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.364 | 61.141 | 45.594 | 25.150 | 45.205 | 57.640 | [11/03 12:32:38] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.250 | bicycle | 29.810 | car | 42.890 | | motorcycle | 42.576 | airplane | 67.604 | bus | 66.313 | | train | 64.025 | truck | 36.727 | boat | 27.061 | | traffic light | 26.747 | fire hydrant | 68.607 | stop sign | 67.611 | | parking meter | 45.752 | bench | 26.003 | bird | 36.647 | | cat | 72.729 | dog | 66.911 | horse | 57.857 | | sheep | 51.078 | cow | 59.877 | elephant | 65.658 | | bear | 74.335 | zebra | 65.966 | giraffe | 67.948 | | backpack | 15.471 | umbrella | 37.131 | handbag | 15.551 | | tie | 32.279 | suitcase | 41.212 | frisbee | 69.005 | | skis | 25.181 | snowboard | 41.801 | sports ball | 47.862 | | kite | 45.312 | baseball bat | 30.331 | baseball glove | 37.696 | | skateboard | 51.880 | surfboard | 37.400 | tennis racket | 48.705 | | bottle | 37.954 | wine glass | 33.971 | cup | 41.744 | | fork | 31.877 | knife | 18.125 | spoon | 17.306 | | bowl | 40.186 | banana | 21.749 | apple | 18.013 | | sandwich | 34.976 | orange | 31.189 | broccoli | 22.475 | | carrot | 21.250 | hot dog | 36.230 | pizza | 53.890 | | donut | 46.853 | cake | 36.873 | chair | 27.195 | | couch | 41.017 | potted plant | 25.027 | bed | 48.141 | | dining table | 28.979 | toilet | 62.538 | tv | 57.450 | | laptop | 60.341 | mouse | 58.089 | remote | 31.713 | | keyboard | 51.614 | cell phone | 39.213 | microwave | 61.223 | | oven | 33.190 | toaster | 39.056 | sink | 36.913 | | refrigerator | 59.247 | book | 12.620 | clock | 50.338 | | vase | 40.636 | scissors | 33.716 | teddy bear | 46.417 | | hair drier | 7.826 | toothbrush | 30.160 | | | [11/03 12:32:39] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 12:32:39] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 12:32:39] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 12:32:39] d2.evaluation.testing INFO: copypaste: 42.3640,61.1412,45.5944,25.1497,45.2050,57.6401 [11/03 12:32:42] d2.utils.events INFO: eta: 12:44:16 iter: 285879 total_loss: 5.738 loss_ce: 0.2651 loss_bbox: 0.169 loss_giou: 0.3472 loss_ce_0: 0.4991 loss_bbox_0: 0.2978 loss_giou_0: 0.5465 loss_ce_1: 0.3854 loss_bbox_1: 0.197 loss_giou_1: 0.3992 loss_ce_2: 0.3198 loss_bbox_2: 0.1758 loss_giou_2: 0.3626 loss_ce_3: 0.2836 loss_bbox_3: 0.1733 loss_giou_3: 0.36 loss_ce_4: 0.2692 loss_bbox_4: 0.1712 loss_giou_4: 0.3496 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:32:47] d2.utils.events INFO: eta: 12:44:12 iter: 285899 total_loss: 5.532 loss_ce: 0.2637 loss_bbox: 0.1817 loss_giou: 0.3322 loss_ce_0: 0.4904 loss_bbox_0: 0.313 loss_giou_0: 0.4939 loss_ce_1: 0.3683 loss_bbox_1: 0.217 loss_giou_1: 0.3771 loss_ce_2: 0.3102 loss_bbox_2: 0.1884 loss_giou_2: 0.3504 loss_ce_3: 0.281 loss_bbox_3: 0.1876 loss_giou_3: 0.3371 loss_ce_4: 0.2661 loss_bbox_4: 0.1895 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:32:53] d2.utils.events INFO: eta: 12:44:08 iter: 285919 total_loss: 5.487 loss_ce: 0.2707 loss_bbox: 0.1624 loss_giou: 0.3281 loss_ce_0: 0.4958 loss_bbox_0: 0.2941 loss_giou_0: 0.5205 loss_ce_1: 0.3789 loss_bbox_1: 0.1969 loss_giou_1: 0.3793 loss_ce_2: 0.3143 loss_bbox_2: 0.1777 loss_giou_2: 0.3438 loss_ce_3: 0.2826 loss_bbox_3: 0.1662 loss_giou_3: 0.3327 loss_ce_4: 0.2839 loss_bbox_4: 0.1639 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 12:32:59] d2.utils.events INFO: eta: 12:43:59 iter: 285939 total_loss: 5.187 loss_ce: 0.2542 loss_bbox: 0.1779 loss_giou: 0.3077 loss_ce_0: 0.4724 loss_bbox_0: 0.289 loss_giou_0: 0.4713 loss_ce_1: 0.3639 loss_bbox_1: 0.195 loss_giou_1: 0.3462 loss_ce_2: 0.3138 loss_bbox_2: 0.1852 loss_giou_2: 0.3276 loss_ce_3: 0.2825 loss_bbox_3: 0.1805 loss_giou_3: 0.318 loss_ce_4: 0.2563 loss_bbox_4: 0.1793 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:04] d2.utils.events INFO: eta: 12:44:12 iter: 285959 total_loss: 5.623 loss_ce: 0.2784 loss_bbox: 0.1785 loss_giou: 0.3399 loss_ce_0: 0.4879 loss_bbox_0: 0.3054 loss_giou_0: 0.5281 loss_ce_1: 0.3866 loss_bbox_1: 0.2153 loss_giou_1: 0.3849 loss_ce_2: 0.3249 loss_bbox_2: 0.1983 loss_giou_2: 0.354 loss_ce_3: 0.2928 loss_bbox_3: 0.1908 loss_giou_3: 0.3483 loss_ce_4: 0.2832 loss_bbox_4: 0.1844 loss_giou_4: 0.3424 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:10] d2.utils.events INFO: eta: 12:43:51 iter: 285979 total_loss: 5.274 loss_ce: 0.256 loss_bbox: 0.1778 loss_giou: 0.3022 loss_ce_0: 0.478 loss_bbox_0: 0.3056 loss_giou_0: 0.4769 loss_ce_1: 0.3851 loss_bbox_1: 0.213 loss_giou_1: 0.3569 loss_ce_2: 0.3132 loss_bbox_2: 0.1923 loss_giou_2: 0.3249 loss_ce_3: 0.2765 loss_bbox_3: 0.1841 loss_giou_3: 0.3153 loss_ce_4: 0.2673 loss_bbox_4: 0.1793 loss_giou_4: 0.309 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:16] d2.utils.events INFO: eta: 12:43:58 iter: 285999 total_loss: 5.463 loss_ce: 0.276 loss_bbox: 0.184 loss_giou: 0.3341 loss_ce_0: 0.4962 loss_bbox_0: 0.2986 loss_giou_0: 0.496 loss_ce_1: 0.3877 loss_bbox_1: 0.2016 loss_giou_1: 0.3745 loss_ce_2: 0.3241 loss_bbox_2: 0.1908 loss_giou_2: 0.3532 loss_ce_3: 0.2883 loss_bbox_3: 0.1873 loss_giou_3: 0.3409 loss_ce_4: 0.2836 loss_bbox_4: 0.1862 loss_giou_4: 0.337 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:21] d2.utils.events INFO: eta: 12:44:14 iter: 286019 total_loss: 5.716 loss_ce: 0.2792 loss_bbox: 0.1829 loss_giou: 0.3448 loss_ce_0: 0.4789 loss_bbox_0: 0.306 loss_giou_0: 0.5108 loss_ce_1: 0.3717 loss_bbox_1: 0.2099 loss_giou_1: 0.3844 loss_ce_2: 0.331 loss_bbox_2: 0.1888 loss_giou_2: 0.367 loss_ce_3: 0.2944 loss_bbox_3: 0.1851 loss_giou_3: 0.3529 loss_ce_4: 0.2878 loss_bbox_4: 0.1827 loss_giou_4: 0.3473 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:27] d2.utils.events INFO: eta: 12:44:17 iter: 286039 total_loss: 5.392 loss_ce: 0.2745 loss_bbox: 0.1688 loss_giou: 0.3157 loss_ce_0: 0.4645 loss_bbox_0: 0.3025 loss_giou_0: 0.5175 loss_ce_1: 0.3802 loss_bbox_1: 0.2013 loss_giou_1: 0.3715 loss_ce_2: 0.3224 loss_bbox_2: 0.1734 loss_giou_2: 0.3446 loss_ce_3: 0.2963 loss_bbox_3: 0.1738 loss_giou_3: 0.3322 loss_ce_4: 0.2803 loss_bbox_4: 0.1712 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:33] d2.utils.events INFO: eta: 12:44:27 iter: 286059 total_loss: 5.315 loss_ce: 0.2699 loss_bbox: 0.1615 loss_giou: 0.3193 loss_ce_0: 0.4908 loss_bbox_0: 0.2824 loss_giou_0: 0.512 loss_ce_1: 0.3775 loss_bbox_1: 0.1947 loss_giou_1: 0.3833 loss_ce_2: 0.3095 loss_bbox_2: 0.1786 loss_giou_2: 0.3457 loss_ce_3: 0.2735 loss_bbox_3: 0.169 loss_giou_3: 0.3339 loss_ce_4: 0.276 loss_bbox_4: 0.1644 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:38] d2.utils.events INFO: eta: 12:44:21 iter: 286079 total_loss: 5.603 loss_ce: 0.275 loss_bbox: 0.1833 loss_giou: 0.3217 loss_ce_0: 0.4863 loss_bbox_0: 0.3151 loss_giou_0: 0.514 loss_ce_1: 0.3851 loss_bbox_1: 0.2156 loss_giou_1: 0.3859 loss_ce_2: 0.3236 loss_bbox_2: 0.1964 loss_giou_2: 0.3467 loss_ce_3: 0.2901 loss_bbox_3: 0.1895 loss_giou_3: 0.3318 loss_ce_4: 0.2828 loss_bbox_4: 0.1839 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:44] d2.utils.events INFO: eta: 12:44:57 iter: 286099 total_loss: 5.184 loss_ce: 0.2598 loss_bbox: 0.1698 loss_giou: 0.3034 loss_ce_0: 0.4726 loss_bbox_0: 0.2917 loss_giou_0: 0.4487 loss_ce_1: 0.362 loss_bbox_1: 0.2014 loss_giou_1: 0.3379 loss_ce_2: 0.3073 loss_bbox_2: 0.1801 loss_giou_2: 0.3129 loss_ce_3: 0.2659 loss_bbox_3: 0.1736 loss_giou_3: 0.3044 loss_ce_4: 0.2477 loss_bbox_4: 0.1751 loss_giou_4: 0.305 time: 0.2799 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:50] d2.utils.events INFO: eta: 12:44:31 iter: 286119 total_loss: 5.149 loss_ce: 0.2532 loss_bbox: 0.1703 loss_giou: 0.3261 loss_ce_0: 0.4916 loss_bbox_0: 0.2894 loss_giou_0: 0.5233 loss_ce_1: 0.3708 loss_bbox_1: 0.2087 loss_giou_1: 0.3782 loss_ce_2: 0.3149 loss_bbox_2: 0.1807 loss_giou_2: 0.3473 loss_ce_3: 0.2685 loss_bbox_3: 0.1752 loss_giou_3: 0.3356 loss_ce_4: 0.252 loss_bbox_4: 0.1726 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:33:55] d2.utils.events INFO: eta: 12:44:05 iter: 286139 total_loss: 5.396 loss_ce: 0.2646 loss_bbox: 0.1728 loss_giou: 0.3154 loss_ce_0: 0.483 loss_bbox_0: 0.2932 loss_giou_0: 0.4914 loss_ce_1: 0.3736 loss_bbox_1: 0.2022 loss_giou_1: 0.3738 loss_ce_2: 0.3178 loss_bbox_2: 0.1838 loss_giou_2: 0.34 loss_ce_3: 0.2816 loss_bbox_3: 0.1775 loss_giou_3: 0.3251 loss_ce_4: 0.2662 loss_bbox_4: 0.1748 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:01] d2.utils.events INFO: eta: 12:43:52 iter: 286159 total_loss: 5.428 loss_ce: 0.268 loss_bbox: 0.1724 loss_giou: 0.3266 loss_ce_0: 0.4853 loss_bbox_0: 0.2896 loss_giou_0: 0.5064 loss_ce_1: 0.3852 loss_bbox_1: 0.2044 loss_giou_1: 0.368 loss_ce_2: 0.3216 loss_bbox_2: 0.1857 loss_giou_2: 0.3509 loss_ce_3: 0.2855 loss_bbox_3: 0.1801 loss_giou_3: 0.3376 loss_ce_4: 0.2742 loss_bbox_4: 0.171 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:07] d2.utils.events INFO: eta: 12:43:44 iter: 286179 total_loss: 5.63 loss_ce: 0.2627 loss_bbox: 0.1758 loss_giou: 0.3231 loss_ce_0: 0.4921 loss_bbox_0: 0.3088 loss_giou_0: 0.5101 loss_ce_1: 0.3881 loss_bbox_1: 0.2233 loss_giou_1: 0.3649 loss_ce_2: 0.3183 loss_bbox_2: 0.1949 loss_giou_2: 0.3379 loss_ce_3: 0.2824 loss_bbox_3: 0.1863 loss_giou_3: 0.3295 loss_ce_4: 0.2721 loss_bbox_4: 0.1808 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:12] d2.utils.events INFO: eta: 12:43:45 iter: 286199 total_loss: 5.481 loss_ce: 0.2736 loss_bbox: 0.1806 loss_giou: 0.3292 loss_ce_0: 0.4848 loss_bbox_0: 0.3055 loss_giou_0: 0.5038 loss_ce_1: 0.3721 loss_bbox_1: 0.2166 loss_giou_1: 0.3788 loss_ce_2: 0.3154 loss_bbox_2: 0.1924 loss_giou_2: 0.3474 loss_ce_3: 0.2782 loss_bbox_3: 0.1847 loss_giou_3: 0.3397 loss_ce_4: 0.2679 loss_bbox_4: 0.1827 loss_giou_4: 0.3325 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:18] d2.utils.events INFO: eta: 12:43:39 iter: 286219 total_loss: 5.445 loss_ce: 0.2685 loss_bbox: 0.1714 loss_giou: 0.3191 loss_ce_0: 0.493 loss_bbox_0: 0.3151 loss_giou_0: 0.4982 loss_ce_1: 0.3825 loss_bbox_1: 0.2189 loss_giou_1: 0.374 loss_ce_2: 0.3189 loss_bbox_2: 0.1887 loss_giou_2: 0.342 loss_ce_3: 0.2834 loss_bbox_3: 0.1828 loss_giou_3: 0.332 loss_ce_4: 0.2666 loss_bbox_4: 0.1759 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:24] d2.utils.events INFO: eta: 12:43:29 iter: 286239 total_loss: 5.491 loss_ce: 0.2712 loss_bbox: 0.1631 loss_giou: 0.3229 loss_ce_0: 0.4957 loss_bbox_0: 0.2913 loss_giou_0: 0.4997 loss_ce_1: 0.387 loss_bbox_1: 0.2103 loss_giou_1: 0.3809 loss_ce_2: 0.3257 loss_bbox_2: 0.1777 loss_giou_2: 0.3512 loss_ce_3: 0.2894 loss_bbox_3: 0.1729 loss_giou_3: 0.3399 loss_ce_4: 0.2689 loss_bbox_4: 0.1668 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:29] d2.utils.events INFO: eta: 12:43:23 iter: 286259 total_loss: 5.551 loss_ce: 0.2622 loss_bbox: 0.1962 loss_giou: 0.3284 loss_ce_0: 0.4874 loss_bbox_0: 0.3187 loss_giou_0: 0.5097 loss_ce_1: 0.3749 loss_bbox_1: 0.2321 loss_giou_1: 0.3774 loss_ce_2: 0.3118 loss_bbox_2: 0.2066 loss_giou_2: 0.3457 loss_ce_3: 0.2821 loss_bbox_3: 0.2026 loss_giou_3: 0.3398 loss_ce_4: 0.2707 loss_bbox_4: 0.1991 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:35] d2.utils.events INFO: eta: 12:43:57 iter: 286279 total_loss: 5.268 loss_ce: 0.2659 loss_bbox: 0.1729 loss_giou: 0.3213 loss_ce_0: 0.4616 loss_bbox_0: 0.2911 loss_giou_0: 0.4786 loss_ce_1: 0.3592 loss_bbox_1: 0.2035 loss_giou_1: 0.3602 loss_ce_2: 0.3029 loss_bbox_2: 0.1862 loss_giou_2: 0.3403 loss_ce_3: 0.2843 loss_bbox_3: 0.182 loss_giou_3: 0.3309 loss_ce_4: 0.2675 loss_bbox_4: 0.1799 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:41] d2.utils.events INFO: eta: 12:43:15 iter: 286299 total_loss: 5.472 loss_ce: 0.2707 loss_bbox: 0.1861 loss_giou: 0.3113 loss_ce_0: 0.4839 loss_bbox_0: 0.3091 loss_giou_0: 0.4961 loss_ce_1: 0.3791 loss_bbox_1: 0.2185 loss_giou_1: 0.3606 loss_ce_2: 0.3096 loss_bbox_2: 0.2071 loss_giou_2: 0.3343 loss_ce_3: 0.2849 loss_bbox_3: 0.1954 loss_giou_3: 0.3222 loss_ce_4: 0.2697 loss_bbox_4: 0.1904 loss_giou_4: 0.3184 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:46] d2.utils.events INFO: eta: 12:43:02 iter: 286319 total_loss: 5.309 loss_ce: 0.2586 loss_bbox: 0.1598 loss_giou: 0.323 loss_ce_0: 0.4769 loss_bbox_0: 0.2863 loss_giou_0: 0.4972 loss_ce_1: 0.3659 loss_bbox_1: 0.2011 loss_giou_1: 0.3606 loss_ce_2: 0.2912 loss_bbox_2: 0.1789 loss_giou_2: 0.3466 loss_ce_3: 0.2543 loss_bbox_3: 0.1734 loss_giou_3: 0.3337 loss_ce_4: 0.2541 loss_bbox_4: 0.1686 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:52] d2.utils.events INFO: eta: 12:42:50 iter: 286339 total_loss: 5.626 loss_ce: 0.2791 loss_bbox: 0.1824 loss_giou: 0.3466 loss_ce_0: 0.4889 loss_bbox_0: 0.3149 loss_giou_0: 0.5144 loss_ce_1: 0.3703 loss_bbox_1: 0.2077 loss_giou_1: 0.388 loss_ce_2: 0.3194 loss_bbox_2: 0.1905 loss_giou_2: 0.3633 loss_ce_3: 0.288 loss_bbox_3: 0.1855 loss_giou_3: 0.355 loss_ce_4: 0.2844 loss_bbox_4: 0.1827 loss_giou_4: 0.3548 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 12:34:58] d2.utils.events INFO: eta: 12:42:36 iter: 286359 total_loss: 5.473 loss_ce: 0.2803 loss_bbox: 0.1807 loss_giou: 0.3144 loss_ce_0: 0.4771 loss_bbox_0: 0.2995 loss_giou_0: 0.4991 loss_ce_1: 0.3903 loss_bbox_1: 0.221 loss_giou_1: 0.3687 loss_ce_2: 0.3241 loss_bbox_2: 0.1949 loss_giou_2: 0.3383 loss_ce_3: 0.2929 loss_bbox_3: 0.1861 loss_giou_3: 0.325 loss_ce_4: 0.2799 loss_bbox_4: 0.1788 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:03] d2.utils.events INFO: eta: 12:42:32 iter: 286379 total_loss: 5.714 loss_ce: 0.2755 loss_bbox: 0.1753 loss_giou: 0.3272 loss_ce_0: 0.4802 loss_bbox_0: 0.2795 loss_giou_0: 0.5054 loss_ce_1: 0.3703 loss_bbox_1: 0.2015 loss_giou_1: 0.388 loss_ce_2: 0.3096 loss_bbox_2: 0.1818 loss_giou_2: 0.3502 loss_ce_3: 0.2974 loss_bbox_3: 0.1788 loss_giou_3: 0.3429 loss_ce_4: 0.2754 loss_bbox_4: 0.1772 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:09] d2.utils.events INFO: eta: 12:42:21 iter: 286399 total_loss: 5.432 loss_ce: 0.2605 loss_bbox: 0.1794 loss_giou: 0.322 loss_ce_0: 0.4855 loss_bbox_0: 0.3017 loss_giou_0: 0.4941 loss_ce_1: 0.3725 loss_bbox_1: 0.2129 loss_giou_1: 0.3678 loss_ce_2: 0.3096 loss_bbox_2: 0.194 loss_giou_2: 0.3437 loss_ce_3: 0.2821 loss_bbox_3: 0.1836 loss_giou_3: 0.3287 loss_ce_4: 0.2593 loss_bbox_4: 0.1856 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:15] d2.utils.events INFO: eta: 12:42:21 iter: 286419 total_loss: 5.478 loss_ce: 0.2787 loss_bbox: 0.1803 loss_giou: 0.3274 loss_ce_0: 0.4724 loss_bbox_0: 0.2919 loss_giou_0: 0.4912 loss_ce_1: 0.3781 loss_bbox_1: 0.2036 loss_giou_1: 0.3673 loss_ce_2: 0.3253 loss_bbox_2: 0.1924 loss_giou_2: 0.3418 loss_ce_3: 0.2942 loss_bbox_3: 0.1854 loss_giou_3: 0.3374 loss_ce_4: 0.28 loss_bbox_4: 0.1769 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:20] d2.utils.events INFO: eta: 12:42:13 iter: 286439 total_loss: 5.413 loss_ce: 0.2815 loss_bbox: 0.1715 loss_giou: 0.3249 loss_ce_0: 0.4798 loss_bbox_0: 0.2864 loss_giou_0: 0.5046 loss_ce_1: 0.3819 loss_bbox_1: 0.199 loss_giou_1: 0.3686 loss_ce_2: 0.318 loss_bbox_2: 0.1784 loss_giou_2: 0.3407 loss_ce_3: 0.2898 loss_bbox_3: 0.1733 loss_giou_3: 0.3296 loss_ce_4: 0.2757 loss_bbox_4: 0.1723 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:26] d2.utils.events INFO: eta: 12:41:59 iter: 286459 total_loss: 5.297 loss_ce: 0.2829 loss_bbox: 0.1731 loss_giou: 0.3199 loss_ce_0: 0.4853 loss_bbox_0: 0.3063 loss_giou_0: 0.492 loss_ce_1: 0.3873 loss_bbox_1: 0.2034 loss_giou_1: 0.3706 loss_ce_2: 0.3178 loss_bbox_2: 0.1853 loss_giou_2: 0.3417 loss_ce_3: 0.2887 loss_bbox_3: 0.178 loss_giou_3: 0.3334 loss_ce_4: 0.2782 loss_bbox_4: 0.1717 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0338 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:32] d2.utils.events INFO: eta: 12:42:02 iter: 286479 total_loss: 5.39 loss_ce: 0.2461 loss_bbox: 0.1726 loss_giou: 0.3155 loss_ce_0: 0.4624 loss_bbox_0: 0.3007 loss_giou_0: 0.5036 loss_ce_1: 0.3584 loss_bbox_1: 0.2114 loss_giou_1: 0.3655 loss_ce_2: 0.2985 loss_bbox_2: 0.1903 loss_giou_2: 0.3382 loss_ce_3: 0.266 loss_bbox_3: 0.1806 loss_giou_3: 0.3294 loss_ce_4: 0.2601 loss_bbox_4: 0.1793 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:37] d2.utils.events INFO: eta: 12:41:47 iter: 286499 total_loss: 5.604 loss_ce: 0.2714 loss_bbox: 0.1717 loss_giou: 0.3323 loss_ce_0: 0.4837 loss_bbox_0: 0.2964 loss_giou_0: 0.52 loss_ce_1: 0.3774 loss_bbox_1: 0.2049 loss_giou_1: 0.3903 loss_ce_2: 0.3215 loss_bbox_2: 0.1906 loss_giou_2: 0.3556 loss_ce_3: 0.286 loss_bbox_3: 0.1811 loss_giou_3: 0.3413 loss_ce_4: 0.2724 loss_bbox_4: 0.1758 loss_giou_4: 0.3364 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:43] d2.utils.events INFO: eta: 12:41:48 iter: 286519 total_loss: 5.431 loss_ce: 0.264 loss_bbox: 0.1774 loss_giou: 0.3367 loss_ce_0: 0.4841 loss_bbox_0: 0.302 loss_giou_0: 0.5162 loss_ce_1: 0.3761 loss_bbox_1: 0.2066 loss_giou_1: 0.3809 loss_ce_2: 0.3233 loss_bbox_2: 0.194 loss_giou_2: 0.3612 loss_ce_3: 0.2786 loss_bbox_3: 0.1885 loss_giou_3: 0.3464 loss_ce_4: 0.2723 loss_bbox_4: 0.1806 loss_giou_4: 0.3388 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:49] d2.utils.events INFO: eta: 12:41:49 iter: 286539 total_loss: 5.453 loss_ce: 0.2661 loss_bbox: 0.1736 loss_giou: 0.3378 loss_ce_0: 0.4671 loss_bbox_0: 0.2997 loss_giou_0: 0.5161 loss_ce_1: 0.3761 loss_bbox_1: 0.1973 loss_giou_1: 0.3865 loss_ce_2: 0.3116 loss_bbox_2: 0.1864 loss_giou_2: 0.3587 loss_ce_3: 0.2874 loss_bbox_3: 0.1815 loss_giou_3: 0.3544 loss_ce_4: 0.2745 loss_bbox_4: 0.1744 loss_giou_4: 0.345 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 12:35:54] d2.utils.events INFO: eta: 12:42:00 iter: 286559 total_loss: 5.27 loss_ce: 0.255 loss_bbox: 0.1652 loss_giou: 0.3356 loss_ce_0: 0.4945 loss_bbox_0: 0.2779 loss_giou_0: 0.4923 loss_ce_1: 0.3749 loss_bbox_1: 0.1879 loss_giou_1: 0.374 loss_ce_2: 0.298 loss_bbox_2: 0.1739 loss_giou_2: 0.3488 loss_ce_3: 0.2753 loss_bbox_3: 0.1708 loss_giou_3: 0.3402 loss_ce_4: 0.2609 loss_bbox_4: 0.1669 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:00] d2.utils.events INFO: eta: 12:42:20 iter: 286579 total_loss: 5.119 loss_ce: 0.2407 loss_bbox: 0.1752 loss_giou: 0.3198 loss_ce_0: 0.4665 loss_bbox_0: 0.2893 loss_giou_0: 0.4965 loss_ce_1: 0.3665 loss_bbox_1: 0.2088 loss_giou_1: 0.3622 loss_ce_2: 0.2918 loss_bbox_2: 0.1857 loss_giou_2: 0.3299 loss_ce_3: 0.2587 loss_bbox_3: 0.1827 loss_giou_3: 0.325 loss_ce_4: 0.2403 loss_bbox_4: 0.1786 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:06] d2.utils.events INFO: eta: 12:42:23 iter: 286599 total_loss: 5.369 loss_ce: 0.259 loss_bbox: 0.1642 loss_giou: 0.3311 loss_ce_0: 0.4687 loss_bbox_0: 0.2981 loss_giou_0: 0.5078 loss_ce_1: 0.3648 loss_bbox_1: 0.2053 loss_giou_1: 0.3787 loss_ce_2: 0.2999 loss_bbox_2: 0.1805 loss_giou_2: 0.3492 loss_ce_3: 0.2746 loss_bbox_3: 0.1714 loss_giou_3: 0.3343 loss_ce_4: 0.2659 loss_bbox_4: 0.172 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:12] d2.utils.events INFO: eta: 12:42:40 iter: 286619 total_loss: 5.248 loss_ce: 0.2457 loss_bbox: 0.1674 loss_giou: 0.3201 loss_ce_0: 0.4787 loss_bbox_0: 0.2827 loss_giou_0: 0.5091 loss_ce_1: 0.3559 loss_bbox_1: 0.2023 loss_giou_1: 0.3592 loss_ce_2: 0.2889 loss_bbox_2: 0.1845 loss_giou_2: 0.3344 loss_ce_3: 0.26 loss_bbox_3: 0.1772 loss_giou_3: 0.3294 loss_ce_4: 0.2449 loss_bbox_4: 0.1737 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:17] d2.utils.events INFO: eta: 12:42:45 iter: 286639 total_loss: 5.82 loss_ce: 0.2623 loss_bbox: 0.1839 loss_giou: 0.3443 loss_ce_0: 0.4846 loss_bbox_0: 0.3035 loss_giou_0: 0.5216 loss_ce_1: 0.3784 loss_bbox_1: 0.2215 loss_giou_1: 0.389 loss_ce_2: 0.315 loss_bbox_2: 0.206 loss_giou_2: 0.369 loss_ce_3: 0.2792 loss_bbox_3: 0.1958 loss_giou_3: 0.3542 loss_ce_4: 0.2716 loss_bbox_4: 0.1889 loss_giou_4: 0.3487 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:23] d2.utils.events INFO: eta: 12:42:40 iter: 286659 total_loss: 5.513 loss_ce: 0.2338 loss_bbox: 0.1753 loss_giou: 0.3353 loss_ce_0: 0.4843 loss_bbox_0: 0.2955 loss_giou_0: 0.5172 loss_ce_1: 0.3684 loss_bbox_1: 0.2074 loss_giou_1: 0.3887 loss_ce_2: 0.2899 loss_bbox_2: 0.1835 loss_giou_2: 0.3601 loss_ce_3: 0.2549 loss_bbox_3: 0.1798 loss_giou_3: 0.3452 loss_ce_4: 0.2393 loss_bbox_4: 0.1783 loss_giou_4: 0.3408 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:29] d2.utils.events INFO: eta: 12:42:47 iter: 286679 total_loss: 5.483 loss_ce: 0.2664 loss_bbox: 0.1719 loss_giou: 0.3342 loss_ce_0: 0.4815 loss_bbox_0: 0.2954 loss_giou_0: 0.5055 loss_ce_1: 0.3726 loss_bbox_1: 0.2008 loss_giou_1: 0.3689 loss_ce_2: 0.3152 loss_bbox_2: 0.1846 loss_giou_2: 0.3375 loss_ce_3: 0.2813 loss_bbox_3: 0.1779 loss_giou_3: 0.3294 loss_ce_4: 0.269 loss_bbox_4: 0.1771 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:34] d2.utils.events INFO: eta: 12:42:49 iter: 286699 total_loss: 5.535 loss_ce: 0.2841 loss_bbox: 0.1707 loss_giou: 0.3287 loss_ce_0: 0.4932 loss_bbox_0: 0.2951 loss_giou_0: 0.5318 loss_ce_1: 0.3964 loss_bbox_1: 0.1963 loss_giou_1: 0.3862 loss_ce_2: 0.3297 loss_bbox_2: 0.1811 loss_giou_2: 0.3441 loss_ce_3: 0.2918 loss_bbox_3: 0.1755 loss_giou_3: 0.3361 loss_ce_4: 0.2882 loss_bbox_4: 0.1731 loss_giou_4: 0.3344 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:40] d2.utils.events INFO: eta: 12:42:43 iter: 286719 total_loss: 5.478 loss_ce: 0.2637 loss_bbox: 0.179 loss_giou: 0.3361 loss_ce_0: 0.4804 loss_bbox_0: 0.298 loss_giou_0: 0.5239 loss_ce_1: 0.3724 loss_bbox_1: 0.2114 loss_giou_1: 0.3783 loss_ce_2: 0.3121 loss_bbox_2: 0.1994 loss_giou_2: 0.3542 loss_ce_3: 0.2801 loss_bbox_3: 0.1863 loss_giou_3: 0.3454 loss_ce_4: 0.2615 loss_bbox_4: 0.1833 loss_giou_4: 0.3404 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:46] d2.utils.events INFO: eta: 12:42:22 iter: 286739 total_loss: 5.223 loss_ce: 0.2594 loss_bbox: 0.1663 loss_giou: 0.3065 loss_ce_0: 0.4547 loss_bbox_0: 0.2904 loss_giou_0: 0.4843 loss_ce_1: 0.3564 loss_bbox_1: 0.2092 loss_giou_1: 0.3583 loss_ce_2: 0.3058 loss_bbox_2: 0.1896 loss_giou_2: 0.3322 loss_ce_3: 0.2704 loss_bbox_3: 0.1746 loss_giou_3: 0.3202 loss_ce_4: 0.258 loss_bbox_4: 0.1722 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:51] d2.utils.events INFO: eta: 12:42:32 iter: 286759 total_loss: 5.245 loss_ce: 0.2775 loss_bbox: 0.1673 loss_giou: 0.3109 loss_ce_0: 0.486 loss_bbox_0: 0.2926 loss_giou_0: 0.4984 loss_ce_1: 0.3759 loss_bbox_1: 0.197 loss_giou_1: 0.3546 loss_ce_2: 0.317 loss_bbox_2: 0.1808 loss_giou_2: 0.3284 loss_ce_3: 0.2927 loss_bbox_3: 0.1785 loss_giou_3: 0.3211 loss_ce_4: 0.2799 loss_bbox_4: 0.1743 loss_giou_4: 0.3194 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 12:36:57] d2.utils.events INFO: eta: 12:42:11 iter: 286779 total_loss: 5.61 loss_ce: 0.27 loss_bbox: 0.1857 loss_giou: 0.3291 loss_ce_0: 0.4848 loss_bbox_0: 0.3128 loss_giou_0: 0.5121 loss_ce_1: 0.3806 loss_bbox_1: 0.2175 loss_giou_1: 0.3741 loss_ce_2: 0.3152 loss_bbox_2: 0.2022 loss_giou_2: 0.345 loss_ce_3: 0.2758 loss_bbox_3: 0.1939 loss_giou_3: 0.3421 loss_ce_4: 0.2704 loss_bbox_4: 0.1933 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:02] d2.utils.events INFO: eta: 12:41:58 iter: 286799 total_loss: 5.082 loss_ce: 0.258 loss_bbox: 0.1572 loss_giou: 0.2859 loss_ce_0: 0.4738 loss_bbox_0: 0.2928 loss_giou_0: 0.4458 loss_ce_1: 0.388 loss_bbox_1: 0.1883 loss_giou_1: 0.3258 loss_ce_2: 0.3114 loss_bbox_2: 0.1652 loss_giou_2: 0.2995 loss_ce_3: 0.2757 loss_bbox_3: 0.1601 loss_giou_3: 0.2905 loss_ce_4: 0.2575 loss_bbox_4: 0.161 loss_giou_4: 0.2869 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:08] d2.utils.events INFO: eta: 12:42:15 iter: 286819 total_loss: 5.374 loss_ce: 0.2668 loss_bbox: 0.187 loss_giou: 0.3215 loss_ce_0: 0.4854 loss_bbox_0: 0.315 loss_giou_0: 0.5126 loss_ce_1: 0.3773 loss_bbox_1: 0.2155 loss_giou_1: 0.3745 loss_ce_2: 0.3112 loss_bbox_2: 0.1991 loss_giou_2: 0.3408 loss_ce_3: 0.2827 loss_bbox_3: 0.1868 loss_giou_3: 0.33 loss_ce_4: 0.2721 loss_bbox_4: 0.1893 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:14] d2.utils.events INFO: eta: 12:41:54 iter: 286839 total_loss: 5.426 loss_ce: 0.2693 loss_bbox: 0.184 loss_giou: 0.318 loss_ce_0: 0.4894 loss_bbox_0: 0.3024 loss_giou_0: 0.4878 loss_ce_1: 0.3962 loss_bbox_1: 0.2075 loss_giou_1: 0.3669 loss_ce_2: 0.3255 loss_bbox_2: 0.1883 loss_giou_2: 0.3432 loss_ce_3: 0.2891 loss_bbox_3: 0.1963 loss_giou_3: 0.3295 loss_ce_4: 0.275 loss_bbox_4: 0.1843 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:20] d2.utils.events INFO: eta: 12:42:18 iter: 286859 total_loss: 5.208 loss_ce: 0.2575 loss_bbox: 0.1783 loss_giou: 0.326 loss_ce_0: 0.4678 loss_bbox_0: 0.2865 loss_giou_0: 0.4872 loss_ce_1: 0.3612 loss_bbox_1: 0.2044 loss_giou_1: 0.3746 loss_ce_2: 0.3026 loss_bbox_2: 0.1871 loss_giou_2: 0.3438 loss_ce_3: 0.2644 loss_bbox_3: 0.1876 loss_giou_3: 0.3254 loss_ce_4: 0.2494 loss_bbox_4: 0.1809 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:25] d2.utils.events INFO: eta: 12:42:16 iter: 286879 total_loss: 5.448 loss_ce: 0.2669 loss_bbox: 0.1857 loss_giou: 0.3164 loss_ce_0: 0.4838 loss_bbox_0: 0.3065 loss_giou_0: 0.4947 loss_ce_1: 0.3707 loss_bbox_1: 0.2173 loss_giou_1: 0.361 loss_ce_2: 0.3024 loss_bbox_2: 0.2022 loss_giou_2: 0.3369 loss_ce_3: 0.2764 loss_bbox_3: 0.1896 loss_giou_3: 0.3233 loss_ce_4: 0.2715 loss_bbox_4: 0.1865 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:31] d2.utils.events INFO: eta: 12:41:53 iter: 286899 total_loss: 5.313 loss_ce: 0.2586 loss_bbox: 0.1744 loss_giou: 0.3118 loss_ce_0: 0.468 loss_bbox_0: 0.3078 loss_giou_0: 0.4738 loss_ce_1: 0.3588 loss_bbox_1: 0.2089 loss_giou_1: 0.3553 loss_ce_2: 0.3097 loss_bbox_2: 0.1948 loss_giou_2: 0.3269 loss_ce_3: 0.2796 loss_bbox_3: 0.1815 loss_giou_3: 0.3201 loss_ce_4: 0.2564 loss_bbox_4: 0.1773 loss_giou_4: 0.3151 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:37] d2.utils.events INFO: eta: 12:41:47 iter: 286919 total_loss: 5.467 loss_ce: 0.2762 loss_bbox: 0.1685 loss_giou: 0.3132 loss_ce_0: 0.4906 loss_bbox_0: 0.2929 loss_giou_0: 0.4917 loss_ce_1: 0.3853 loss_bbox_1: 0.2067 loss_giou_1: 0.3571 loss_ce_2: 0.3133 loss_bbox_2: 0.1835 loss_giou_2: 0.324 loss_ce_3: 0.2807 loss_bbox_3: 0.1742 loss_giou_3: 0.3154 loss_ce_4: 0.2779 loss_bbox_4: 0.1728 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:42] d2.utils.events INFO: eta: 12:42:06 iter: 286939 total_loss: 5.285 loss_ce: 0.2571 loss_bbox: 0.1676 loss_giou: 0.3147 loss_ce_0: 0.4641 loss_bbox_0: 0.2839 loss_giou_0: 0.5009 loss_ce_1: 0.3554 loss_bbox_1: 0.1927 loss_giou_1: 0.3722 loss_ce_2: 0.2956 loss_bbox_2: 0.1736 loss_giou_2: 0.3365 loss_ce_3: 0.2695 loss_bbox_3: 0.1711 loss_giou_3: 0.3254 loss_ce_4: 0.255 loss_bbox_4: 0.169 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:48] d2.utils.events INFO: eta: 12:41:53 iter: 286959 total_loss: 5.411 loss_ce: 0.2642 loss_bbox: 0.1694 loss_giou: 0.3262 loss_ce_0: 0.4957 loss_bbox_0: 0.2974 loss_giou_0: 0.516 loss_ce_1: 0.3805 loss_bbox_1: 0.2012 loss_giou_1: 0.3773 loss_ce_2: 0.3177 loss_bbox_2: 0.1818 loss_giou_2: 0.3472 loss_ce_3: 0.2848 loss_bbox_3: 0.1727 loss_giou_3: 0.3391 loss_ce_4: 0.2688 loss_bbox_4: 0.169 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:53] d2.utils.events INFO: eta: 12:41:48 iter: 286979 total_loss: 5.279 loss_ce: 0.2753 loss_bbox: 0.1659 loss_giou: 0.321 loss_ce_0: 0.475 loss_bbox_0: 0.287 loss_giou_0: 0.4962 loss_ce_1: 0.3739 loss_bbox_1: 0.1964 loss_giou_1: 0.3645 loss_ce_2: 0.3213 loss_bbox_2: 0.1785 loss_giou_2: 0.3315 loss_ce_3: 0.2887 loss_bbox_3: 0.1726 loss_giou_3: 0.3299 loss_ce_4: 0.2758 loss_bbox_4: 0.1686 loss_giou_4: 0.3254 time: 0.2799 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 12:37:59] d2.utils.events INFO: eta: 12:41:43 iter: 286999 total_loss: 5.435 loss_ce: 0.2621 loss_bbox: 0.1687 loss_giou: 0.3357 loss_ce_0: 0.4737 loss_bbox_0: 0.294 loss_giou_0: 0.5394 loss_ce_1: 0.3544 loss_bbox_1: 0.2008 loss_giou_1: 0.3876 loss_ce_2: 0.3117 loss_bbox_2: 0.1789 loss_giou_2: 0.357 loss_ce_3: 0.2775 loss_bbox_3: 0.1723 loss_giou_3: 0.3469 loss_ce_4: 0.2636 loss_bbox_4: 0.1718 loss_giou_4: 0.3415 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:05] d2.utils.events INFO: eta: 12:41:41 iter: 287019 total_loss: 5.596 loss_ce: 0.269 loss_bbox: 0.1662 loss_giou: 0.3338 loss_ce_0: 0.4845 loss_bbox_0: 0.309 loss_giou_0: 0.5085 loss_ce_1: 0.3762 loss_bbox_1: 0.2078 loss_giou_1: 0.3794 loss_ce_2: 0.3257 loss_bbox_2: 0.186 loss_giou_2: 0.3513 loss_ce_3: 0.2849 loss_bbox_3: 0.1788 loss_giou_3: 0.3374 loss_ce_4: 0.2734 loss_bbox_4: 0.1729 loss_giou_4: 0.34 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:10] d2.utils.events INFO: eta: 12:41:14 iter: 287039 total_loss: 5.416 loss_ce: 0.261 loss_bbox: 0.1843 loss_giou: 0.3099 loss_ce_0: 0.4792 loss_bbox_0: 0.3041 loss_giou_0: 0.5042 loss_ce_1: 0.3737 loss_bbox_1: 0.2179 loss_giou_1: 0.3603 loss_ce_2: 0.3022 loss_bbox_2: 0.1999 loss_giou_2: 0.328 loss_ce_3: 0.2765 loss_bbox_3: 0.1935 loss_giou_3: 0.3154 loss_ce_4: 0.2633 loss_bbox_4: 0.1824 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:16] d2.utils.events INFO: eta: 12:40:40 iter: 287059 total_loss: 5.279 loss_ce: 0.2694 loss_bbox: 0.1631 loss_giou: 0.3059 loss_ce_0: 0.4975 loss_bbox_0: 0.283 loss_giou_0: 0.4872 loss_ce_1: 0.3852 loss_bbox_1: 0.1905 loss_giou_1: 0.3477 loss_ce_2: 0.3153 loss_bbox_2: 0.1766 loss_giou_2: 0.3302 loss_ce_3: 0.2945 loss_bbox_3: 0.1715 loss_giou_3: 0.3186 loss_ce_4: 0.2753 loss_bbox_4: 0.1671 loss_giou_4: 0.3124 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:22] d2.utils.events INFO: eta: 12:40:21 iter: 287079 total_loss: 5.541 loss_ce: 0.2667 loss_bbox: 0.1755 loss_giou: 0.3145 loss_ce_0: 0.5058 loss_bbox_0: 0.3058 loss_giou_0: 0.4917 loss_ce_1: 0.3962 loss_bbox_1: 0.2152 loss_giou_1: 0.3573 loss_ce_2: 0.3353 loss_bbox_2: 0.1907 loss_giou_2: 0.3391 loss_ce_3: 0.2947 loss_bbox_3: 0.1847 loss_giou_3: 0.321 loss_ce_4: 0.2769 loss_bbox_4: 0.1779 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:27] d2.utils.events INFO: eta: 12:40:17 iter: 287099 total_loss: 5.384 loss_ce: 0.2511 loss_bbox: 0.172 loss_giou: 0.3185 loss_ce_0: 0.4834 loss_bbox_0: 0.2946 loss_giou_0: 0.4902 loss_ce_1: 0.361 loss_bbox_1: 0.2065 loss_giou_1: 0.3605 loss_ce_2: 0.3037 loss_bbox_2: 0.1841 loss_giou_2: 0.3302 loss_ce_3: 0.2675 loss_bbox_3: 0.1788 loss_giou_3: 0.3263 loss_ce_4: 0.2517 loss_bbox_4: 0.1744 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:33] d2.utils.events INFO: eta: 12:40:32 iter: 287119 total_loss: 5.867 loss_ce: 0.2957 loss_bbox: 0.1834 loss_giou: 0.3361 loss_ce_0: 0.4816 loss_bbox_0: 0.3043 loss_giou_0: 0.5169 loss_ce_1: 0.3938 loss_bbox_1: 0.2141 loss_giou_1: 0.3913 loss_ce_2: 0.3376 loss_bbox_2: 0.2001 loss_giou_2: 0.3581 loss_ce_3: 0.3129 loss_bbox_3: 0.1929 loss_giou_3: 0.3463 loss_ce_4: 0.2962 loss_bbox_4: 0.1873 loss_giou_4: 0.3408 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:39] d2.utils.events INFO: eta: 12:40:42 iter: 287139 total_loss: 5.255 loss_ce: 0.2638 loss_bbox: 0.1702 loss_giou: 0.3192 loss_ce_0: 0.4747 loss_bbox_0: 0.2958 loss_giou_0: 0.49 loss_ce_1: 0.3688 loss_bbox_1: 0.1963 loss_giou_1: 0.3578 loss_ce_2: 0.2983 loss_bbox_2: 0.1831 loss_giou_2: 0.338 loss_ce_3: 0.2677 loss_bbox_3: 0.1803 loss_giou_3: 0.3285 loss_ce_4: 0.2553 loss_bbox_4: 0.1739 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:44] d2.utils.events INFO: eta: 12:40:49 iter: 287159 total_loss: 5.374 loss_ce: 0.2657 loss_bbox: 0.185 loss_giou: 0.3246 loss_ce_0: 0.4881 loss_bbox_0: 0.3116 loss_giou_0: 0.496 loss_ce_1: 0.3782 loss_bbox_1: 0.2202 loss_giou_1: 0.3635 loss_ce_2: 0.3088 loss_bbox_2: 0.1982 loss_giou_2: 0.3357 loss_ce_3: 0.281 loss_bbox_3: 0.1869 loss_giou_3: 0.3334 loss_ce_4: 0.2717 loss_bbox_4: 0.1859 loss_giou_4: 0.3308 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:50] d2.utils.events INFO: eta: 12:40:51 iter: 287179 total_loss: 5.424 loss_ce: 0.2753 loss_bbox: 0.1702 loss_giou: 0.3248 loss_ce_0: 0.4961 loss_bbox_0: 0.2888 loss_giou_0: 0.499 loss_ce_1: 0.3689 loss_bbox_1: 0.208 loss_giou_1: 0.3711 loss_ce_2: 0.3171 loss_bbox_2: 0.1838 loss_giou_2: 0.3383 loss_ce_3: 0.2766 loss_bbox_3: 0.1792 loss_giou_3: 0.3347 loss_ce_4: 0.2737 loss_bbox_4: 0.1747 loss_giou_4: 0.3309 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 12:38:56] d2.utils.events INFO: eta: 12:40:09 iter: 287199 total_loss: 5.234 loss_ce: 0.2686 loss_bbox: 0.1778 loss_giou: 0.3217 loss_ce_0: 0.4641 loss_bbox_0: 0.3054 loss_giou_0: 0.5003 loss_ce_1: 0.3569 loss_bbox_1: 0.2068 loss_giou_1: 0.3715 loss_ce_2: 0.3009 loss_bbox_2: 0.19 loss_giou_2: 0.3419 loss_ce_3: 0.2709 loss_bbox_3: 0.1799 loss_giou_3: 0.3277 loss_ce_4: 0.2657 loss_bbox_4: 0.1774 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:01] d2.utils.events INFO: eta: 12:40:04 iter: 287219 total_loss: 5.421 loss_ce: 0.2706 loss_bbox: 0.1765 loss_giou: 0.3334 loss_ce_0: 0.4626 loss_bbox_0: 0.2929 loss_giou_0: 0.5107 loss_ce_1: 0.3597 loss_bbox_1: 0.2012 loss_giou_1: 0.3705 loss_ce_2: 0.3069 loss_bbox_2: 0.1833 loss_giou_2: 0.3372 loss_ce_3: 0.2667 loss_bbox_3: 0.1767 loss_giou_3: 0.3369 loss_ce_4: 0.2689 loss_bbox_4: 0.1768 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:07] d2.utils.events INFO: eta: 12:39:54 iter: 287239 total_loss: 5.353 loss_ce: 0.2533 loss_bbox: 0.1781 loss_giou: 0.3336 loss_ce_0: 0.4839 loss_bbox_0: 0.2877 loss_giou_0: 0.508 loss_ce_1: 0.3717 loss_bbox_1: 0.1982 loss_giou_1: 0.3685 loss_ce_2: 0.2985 loss_bbox_2: 0.1886 loss_giou_2: 0.3469 loss_ce_3: 0.2635 loss_bbox_3: 0.1847 loss_giou_3: 0.3412 loss_ce_4: 0.2583 loss_bbox_4: 0.1764 loss_giou_4: 0.3339 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:13] d2.utils.events INFO: eta: 12:39:36 iter: 287259 total_loss: 5.439 loss_ce: 0.2624 loss_bbox: 0.1698 loss_giou: 0.3177 loss_ce_0: 0.4802 loss_bbox_0: 0.3051 loss_giou_0: 0.4563 loss_ce_1: 0.3589 loss_bbox_1: 0.2123 loss_giou_1: 0.3451 loss_ce_2: 0.306 loss_bbox_2: 0.1787 loss_giou_2: 0.3261 loss_ce_3: 0.2726 loss_bbox_3: 0.1747 loss_giou_3: 0.3241 loss_ce_4: 0.2674 loss_bbox_4: 0.1727 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:18] d2.utils.events INFO: eta: 12:39:43 iter: 287279 total_loss: 5.376 loss_ce: 0.2729 loss_bbox: 0.1733 loss_giou: 0.3173 loss_ce_0: 0.4732 loss_bbox_0: 0.2888 loss_giou_0: 0.4883 loss_ce_1: 0.3675 loss_bbox_1: 0.2052 loss_giou_1: 0.3665 loss_ce_2: 0.3066 loss_bbox_2: 0.1911 loss_giou_2: 0.3396 loss_ce_3: 0.2834 loss_bbox_3: 0.1835 loss_giou_3: 0.3255 loss_ce_4: 0.2681 loss_bbox_4: 0.1783 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:24] d2.utils.events INFO: eta: 12:39:37 iter: 287299 total_loss: 5.217 loss_ce: 0.2458 loss_bbox: 0.1652 loss_giou: 0.3191 loss_ce_0: 0.4725 loss_bbox_0: 0.2846 loss_giou_0: 0.4917 loss_ce_1: 0.3614 loss_bbox_1: 0.1947 loss_giou_1: 0.3586 loss_ce_2: 0.2906 loss_bbox_2: 0.1821 loss_giou_2: 0.3313 loss_ce_3: 0.2569 loss_bbox_3: 0.172 loss_giou_3: 0.3229 loss_ce_4: 0.2496 loss_bbox_4: 0.1686 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:30] d2.utils.events INFO: eta: 12:39:32 iter: 287319 total_loss: 5.485 loss_ce: 0.2665 loss_bbox: 0.1758 loss_giou: 0.3369 loss_ce_0: 0.4781 loss_bbox_0: 0.2966 loss_giou_0: 0.5057 loss_ce_1: 0.3774 loss_bbox_1: 0.2027 loss_giou_1: 0.3641 loss_ce_2: 0.313 loss_bbox_2: 0.1827 loss_giou_2: 0.3491 loss_ce_3: 0.2818 loss_bbox_3: 0.1774 loss_giou_3: 0.3436 loss_ce_4: 0.266 loss_bbox_4: 0.1753 loss_giou_4: 0.338 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:35] d2.utils.events INFO: eta: 12:40:06 iter: 287339 total_loss: 5.37 loss_ce: 0.2788 loss_bbox: 0.1813 loss_giou: 0.3134 loss_ce_0: 0.4874 loss_bbox_0: 0.3113 loss_giou_0: 0.4891 loss_ce_1: 0.3781 loss_bbox_1: 0.213 loss_giou_1: 0.3634 loss_ce_2: 0.3162 loss_bbox_2: 0.1976 loss_giou_2: 0.3344 loss_ce_3: 0.2857 loss_bbox_3: 0.1897 loss_giou_3: 0.3254 loss_ce_4: 0.2818 loss_bbox_4: 0.1815 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:41] d2.utils.events INFO: eta: 12:40:05 iter: 287359 total_loss: 5.525 loss_ce: 0.2653 loss_bbox: 0.1706 loss_giou: 0.3457 loss_ce_0: 0.4874 loss_bbox_0: 0.2964 loss_giou_0: 0.508 loss_ce_1: 0.374 loss_bbox_1: 0.2072 loss_giou_1: 0.3822 loss_ce_2: 0.3117 loss_bbox_2: 0.1862 loss_giou_2: 0.3529 loss_ce_3: 0.2758 loss_bbox_3: 0.1769 loss_giou_3: 0.3494 loss_ce_4: 0.2784 loss_bbox_4: 0.169 loss_giou_4: 0.3435 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:47] d2.utils.events INFO: eta: 12:39:54 iter: 287379 total_loss: 5.388 loss_ce: 0.2615 loss_bbox: 0.1707 loss_giou: 0.3254 loss_ce_0: 0.4718 loss_bbox_0: 0.2874 loss_giou_0: 0.5124 loss_ce_1: 0.3678 loss_bbox_1: 0.1956 loss_giou_1: 0.3684 loss_ce_2: 0.3057 loss_bbox_2: 0.1789 loss_giou_2: 0.3414 loss_ce_3: 0.2788 loss_bbox_3: 0.1765 loss_giou_3: 0.3348 loss_ce_4: 0.2654 loss_bbox_4: 0.1734 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:52] d2.utils.events INFO: eta: 12:40:04 iter: 287399 total_loss: 5.659 loss_ce: 0.2758 loss_bbox: 0.1765 loss_giou: 0.3345 loss_ce_0: 0.4739 loss_bbox_0: 0.297 loss_giou_0: 0.5293 loss_ce_1: 0.3868 loss_bbox_1: 0.2023 loss_giou_1: 0.3817 loss_ce_2: 0.3195 loss_bbox_2: 0.1922 loss_giou_2: 0.3583 loss_ce_3: 0.291 loss_bbox_3: 0.1845 loss_giou_3: 0.3477 loss_ce_4: 0.2795 loss_bbox_4: 0.179 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 12:39:58] d2.utils.events INFO: eta: 12:39:43 iter: 287419 total_loss: 5.207 loss_ce: 0.2663 loss_bbox: 0.1731 loss_giou: 0.3054 loss_ce_0: 0.4696 loss_bbox_0: 0.2946 loss_giou_0: 0.4828 loss_ce_1: 0.3559 loss_bbox_1: 0.2086 loss_giou_1: 0.3656 loss_ce_2: 0.299 loss_bbox_2: 0.1851 loss_giou_2: 0.3265 loss_ce_3: 0.2787 loss_bbox_3: 0.1811 loss_giou_3: 0.325 loss_ce_4: 0.2631 loss_bbox_4: 0.1745 loss_giou_4: 0.3159 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:04] d2.utils.events INFO: eta: 12:39:53 iter: 287439 total_loss: 5.37 loss_ce: 0.2549 loss_bbox: 0.1755 loss_giou: 0.3209 loss_ce_0: 0.4725 loss_bbox_0: 0.2899 loss_giou_0: 0.5022 loss_ce_1: 0.3621 loss_bbox_1: 0.2034 loss_giou_1: 0.3668 loss_ce_2: 0.3066 loss_bbox_2: 0.1869 loss_giou_2: 0.3441 loss_ce_3: 0.2814 loss_bbox_3: 0.177 loss_giou_3: 0.3306 loss_ce_4: 0.2576 loss_bbox_4: 0.1744 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:09] d2.utils.events INFO: eta: 12:39:54 iter: 287459 total_loss: 5.414 loss_ce: 0.261 loss_bbox: 0.1699 loss_giou: 0.3187 loss_ce_0: 0.4756 loss_bbox_0: 0.2907 loss_giou_0: 0.5169 loss_ce_1: 0.3688 loss_bbox_1: 0.2064 loss_giou_1: 0.3817 loss_ce_2: 0.3093 loss_bbox_2: 0.1721 loss_giou_2: 0.3458 loss_ce_3: 0.281 loss_bbox_3: 0.1763 loss_giou_3: 0.3376 loss_ce_4: 0.2699 loss_bbox_4: 0.1709 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:15] d2.utils.events INFO: eta: 12:39:44 iter: 287479 total_loss: 5.491 loss_ce: 0.2783 loss_bbox: 0.1799 loss_giou: 0.3277 loss_ce_0: 0.5095 loss_bbox_0: 0.3065 loss_giou_0: 0.487 loss_ce_1: 0.3825 loss_bbox_1: 0.2211 loss_giou_1: 0.3742 loss_ce_2: 0.3134 loss_bbox_2: 0.1968 loss_giou_2: 0.3423 loss_ce_3: 0.2874 loss_bbox_3: 0.1875 loss_giou_3: 0.3339 loss_ce_4: 0.2806 loss_bbox_4: 0.1825 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:20] d2.utils.events INFO: eta: 12:39:42 iter: 287499 total_loss: 5.44 loss_ce: 0.2667 loss_bbox: 0.1794 loss_giou: 0.3225 loss_ce_0: 0.4771 loss_bbox_0: 0.2974 loss_giou_0: 0.499 loss_ce_1: 0.3538 loss_bbox_1: 0.2069 loss_giou_1: 0.3668 loss_ce_2: 0.3144 loss_bbox_2: 0.1859 loss_giou_2: 0.3332 loss_ce_3: 0.2758 loss_bbox_3: 0.1844 loss_giou_3: 0.3286 loss_ce_4: 0.2717 loss_bbox_4: 0.1825 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:26] d2.utils.events INFO: eta: 12:39:35 iter: 287519 total_loss: 5.432 loss_ce: 0.2704 loss_bbox: 0.1802 loss_giou: 0.3057 loss_ce_0: 0.4881 loss_bbox_0: 0.3047 loss_giou_0: 0.4836 loss_ce_1: 0.3676 loss_bbox_1: 0.2174 loss_giou_1: 0.3634 loss_ce_2: 0.315 loss_bbox_2: 0.1923 loss_giou_2: 0.3215 loss_ce_3: 0.2873 loss_bbox_3: 0.1865 loss_giou_3: 0.3102 loss_ce_4: 0.279 loss_bbox_4: 0.1854 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:32] d2.utils.events INFO: eta: 12:39:23 iter: 287539 total_loss: 5.611 loss_ce: 0.2868 loss_bbox: 0.1659 loss_giou: 0.347 loss_ce_0: 0.4878 loss_bbox_0: 0.2901 loss_giou_0: 0.5316 loss_ce_1: 0.3787 loss_bbox_1: 0.2013 loss_giou_1: 0.393 loss_ce_2: 0.3328 loss_bbox_2: 0.1799 loss_giou_2: 0.3665 loss_ce_3: 0.3019 loss_bbox_3: 0.1708 loss_giou_3: 0.3536 loss_ce_4: 0.2883 loss_bbox_4: 0.1685 loss_giou_4: 0.3452 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:37] d2.utils.events INFO: eta: 12:38:25 iter: 287559 total_loss: 5.401 loss_ce: 0.2658 loss_bbox: 0.1877 loss_giou: 0.3394 loss_ce_0: 0.4755 loss_bbox_0: 0.311 loss_giou_0: 0.4877 loss_ce_1: 0.3706 loss_bbox_1: 0.225 loss_giou_1: 0.3665 loss_ce_2: 0.3157 loss_bbox_2: 0.202 loss_giou_2: 0.3446 loss_ce_3: 0.2813 loss_bbox_3: 0.1956 loss_giou_3: 0.3367 loss_ce_4: 0.2718 loss_bbox_4: 0.1909 loss_giou_4: 0.3404 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:43] d2.utils.events INFO: eta: 12:38:04 iter: 287579 total_loss: 5.446 loss_ce: 0.2576 loss_bbox: 0.1756 loss_giou: 0.3361 loss_ce_0: 0.4772 loss_bbox_0: 0.2959 loss_giou_0: 0.5146 loss_ce_1: 0.3678 loss_bbox_1: 0.205 loss_giou_1: 0.3749 loss_ce_2: 0.3053 loss_bbox_2: 0.1826 loss_giou_2: 0.3498 loss_ce_3: 0.2791 loss_bbox_3: 0.1872 loss_giou_3: 0.3407 loss_ce_4: 0.2626 loss_bbox_4: 0.1791 loss_giou_4: 0.3406 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:49] d2.utils.events INFO: eta: 12:37:59 iter: 287599 total_loss: 5.541 loss_ce: 0.261 loss_bbox: 0.1929 loss_giou: 0.3438 loss_ce_0: 0.4735 loss_bbox_0: 0.3083 loss_giou_0: 0.5175 loss_ce_1: 0.3482 loss_bbox_1: 0.2203 loss_giou_1: 0.3838 loss_ce_2: 0.3004 loss_bbox_2: 0.2018 loss_giou_2: 0.3581 loss_ce_3: 0.2762 loss_bbox_3: 0.1956 loss_giou_3: 0.3549 loss_ce_4: 0.2603 loss_bbox_4: 0.1936 loss_giou_4: 0.3499 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:40:54] d2.utils.events INFO: eta: 12:37:13 iter: 287619 total_loss: 5.211 loss_ce: 0.2645 loss_bbox: 0.1785 loss_giou: 0.3237 loss_ce_0: 0.4775 loss_bbox_0: 0.2952 loss_giou_0: 0.4744 loss_ce_1: 0.3676 loss_bbox_1: 0.2069 loss_giou_1: 0.3638 loss_ce_2: 0.2998 loss_bbox_2: 0.2034 loss_giou_2: 0.3417 loss_ce_3: 0.2679 loss_bbox_3: 0.2015 loss_giou_3: 0.3359 loss_ce_4: 0.271 loss_bbox_4: 0.1859 loss_giou_4: 0.3307 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:00] d2.utils.events INFO: eta: 12:37:43 iter: 287639 total_loss: 5.494 loss_ce: 0.2684 loss_bbox: 0.1671 loss_giou: 0.3351 loss_ce_0: 0.4892 loss_bbox_0: 0.2802 loss_giou_0: 0.5251 loss_ce_1: 0.39 loss_bbox_1: 0.2131 loss_giou_1: 0.3824 loss_ce_2: 0.3243 loss_bbox_2: 0.1907 loss_giou_2: 0.3538 loss_ce_3: 0.2913 loss_bbox_3: 0.176 loss_giou_3: 0.3449 loss_ce_4: 0.2744 loss_bbox_4: 0.1683 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:06] d2.utils.events INFO: eta: 12:37:40 iter: 287659 total_loss: 5.309 loss_ce: 0.2624 loss_bbox: 0.1735 loss_giou: 0.3083 loss_ce_0: 0.4879 loss_bbox_0: 0.2936 loss_giou_0: 0.4818 loss_ce_1: 0.3828 loss_bbox_1: 0.2046 loss_giou_1: 0.3652 loss_ce_2: 0.3249 loss_bbox_2: 0.1904 loss_giou_2: 0.3337 loss_ce_3: 0.2826 loss_bbox_3: 0.1811 loss_giou_3: 0.3199 loss_ce_4: 0.2643 loss_bbox_4: 0.1759 loss_giou_4: 0.3135 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:11] d2.utils.events INFO: eta: 12:37:12 iter: 287679 total_loss: 5.423 loss_ce: 0.2591 loss_bbox: 0.1825 loss_giou: 0.3318 loss_ce_0: 0.4799 loss_bbox_0: 0.3043 loss_giou_0: 0.503 loss_ce_1: 0.3643 loss_bbox_1: 0.2099 loss_giou_1: 0.3658 loss_ce_2: 0.3145 loss_bbox_2: 0.1965 loss_giou_2: 0.3435 loss_ce_3: 0.2782 loss_bbox_3: 0.189 loss_giou_3: 0.3378 loss_ce_4: 0.2625 loss_bbox_4: 0.1863 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:17] d2.utils.events INFO: eta: 12:36:47 iter: 287699 total_loss: 5.208 loss_ce: 0.2479 loss_bbox: 0.1715 loss_giou: 0.3241 loss_ce_0: 0.4718 loss_bbox_0: 0.3019 loss_giou_0: 0.4949 loss_ce_1: 0.3535 loss_bbox_1: 0.2131 loss_giou_1: 0.3626 loss_ce_2: 0.2908 loss_bbox_2: 0.1921 loss_giou_2: 0.3419 loss_ce_3: 0.2624 loss_bbox_3: 0.1815 loss_giou_3: 0.3326 loss_ce_4: 0.2418 loss_bbox_4: 0.1734 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:23] d2.utils.events INFO: eta: 12:36:37 iter: 287719 total_loss: 5.434 loss_ce: 0.262 loss_bbox: 0.1684 loss_giou: 0.3186 loss_ce_0: 0.4813 loss_bbox_0: 0.2922 loss_giou_0: 0.4882 loss_ce_1: 0.38 loss_bbox_1: 0.195 loss_giou_1: 0.3671 loss_ce_2: 0.3185 loss_bbox_2: 0.1808 loss_giou_2: 0.3312 loss_ce_3: 0.2827 loss_bbox_3: 0.1753 loss_giou_3: 0.3249 loss_ce_4: 0.2665 loss_bbox_4: 0.1713 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:28] d2.utils.events INFO: eta: 12:36:38 iter: 287739 total_loss: 4.827 loss_ce: 0.2397 loss_bbox: 0.1571 loss_giou: 0.2799 loss_ce_0: 0.4463 loss_bbox_0: 0.2947 loss_giou_0: 0.4527 loss_ce_1: 0.3564 loss_bbox_1: 0.1926 loss_giou_1: 0.3267 loss_ce_2: 0.2858 loss_bbox_2: 0.169 loss_giou_2: 0.2975 loss_ce_3: 0.2504 loss_bbox_3: 0.165 loss_giou_3: 0.2885 loss_ce_4: 0.2397 loss_bbox_4: 0.1564 loss_giou_4: 0.2822 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:34] d2.utils.events INFO: eta: 12:36:53 iter: 287759 total_loss: 5.505 loss_ce: 0.2637 loss_bbox: 0.1614 loss_giou: 0.3391 loss_ce_0: 0.4767 loss_bbox_0: 0.2812 loss_giou_0: 0.5231 loss_ce_1: 0.3628 loss_bbox_1: 0.1882 loss_giou_1: 0.3889 loss_ce_2: 0.3136 loss_bbox_2: 0.1683 loss_giou_2: 0.357 loss_ce_3: 0.2737 loss_bbox_3: 0.1634 loss_giou_3: 0.359 loss_ce_4: 0.2648 loss_bbox_4: 0.1601 loss_giou_4: 0.3456 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:40] d2.utils.events INFO: eta: 12:37:07 iter: 287779 total_loss: 5.566 loss_ce: 0.2529 loss_bbox: 0.1785 loss_giou: 0.3354 loss_ce_0: 0.4629 loss_bbox_0: 0.3008 loss_giou_0: 0.5143 loss_ce_1: 0.366 loss_bbox_1: 0.2119 loss_giou_1: 0.3919 loss_ce_2: 0.294 loss_bbox_2: 0.1911 loss_giou_2: 0.3599 loss_ce_3: 0.2713 loss_bbox_3: 0.1841 loss_giou_3: 0.3507 loss_ce_4: 0.2575 loss_bbox_4: 0.1783 loss_giou_4: 0.3403 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:45] d2.utils.events INFO: eta: 12:36:59 iter: 287799 total_loss: 5.329 loss_ce: 0.2539 loss_bbox: 0.1761 loss_giou: 0.3184 loss_ce_0: 0.4761 loss_bbox_0: 0.3007 loss_giou_0: 0.5028 loss_ce_1: 0.3644 loss_bbox_1: 0.215 loss_giou_1: 0.3672 loss_ce_2: 0.3069 loss_bbox_2: 0.1889 loss_giou_2: 0.3408 loss_ce_3: 0.2655 loss_bbox_3: 0.183 loss_giou_3: 0.3334 loss_ce_4: 0.2524 loss_bbox_4: 0.1788 loss_giou_4: 0.3232 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:51] d2.utils.events INFO: eta: 12:36:46 iter: 287819 total_loss: 5.249 loss_ce: 0.2632 loss_bbox: 0.1779 loss_giou: 0.3184 loss_ce_0: 0.4615 loss_bbox_0: 0.2951 loss_giou_0: 0.4857 loss_ce_1: 0.3541 loss_bbox_1: 0.2092 loss_giou_1: 0.3588 loss_ce_2: 0.2954 loss_bbox_2: 0.1896 loss_giou_2: 0.3285 loss_ce_3: 0.2705 loss_bbox_3: 0.1881 loss_giou_3: 0.3277 loss_ce_4: 0.2634 loss_bbox_4: 0.1812 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 12:41:56] d2.utils.events INFO: eta: 12:36:40 iter: 287839 total_loss: 5.604 loss_ce: 0.2706 loss_bbox: 0.1745 loss_giou: 0.3285 loss_ce_0: 0.4759 loss_bbox_0: 0.2922 loss_giou_0: 0.522 loss_ce_1: 0.3631 loss_bbox_1: 0.2092 loss_giou_1: 0.3865 loss_ce_2: 0.3176 loss_bbox_2: 0.1906 loss_giou_2: 0.3508 loss_ce_3: 0.283 loss_bbox_3: 0.1815 loss_giou_3: 0.3407 loss_ce_4: 0.2678 loss_bbox_4: 0.177 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:02] d2.utils.events INFO: eta: 12:36:15 iter: 287859 total_loss: 5.407 loss_ce: 0.2693 loss_bbox: 0.1756 loss_giou: 0.3321 loss_ce_0: 0.4735 loss_bbox_0: 0.3113 loss_giou_0: 0.5094 loss_ce_1: 0.3733 loss_bbox_1: 0.2118 loss_giou_1: 0.3729 loss_ce_2: 0.3154 loss_bbox_2: 0.1955 loss_giou_2: 0.3493 loss_ce_3: 0.279 loss_bbox_3: 0.1841 loss_giou_3: 0.3419 loss_ce_4: 0.265 loss_bbox_4: 0.1762 loss_giou_4: 0.3321 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:08] d2.utils.events INFO: eta: 12:35:54 iter: 287879 total_loss: 5.437 loss_ce: 0.2553 loss_bbox: 0.1878 loss_giou: 0.3211 loss_ce_0: 0.4655 loss_bbox_0: 0.3169 loss_giou_0: 0.4807 loss_ce_1: 0.3679 loss_bbox_1: 0.2104 loss_giou_1: 0.3664 loss_ce_2: 0.3186 loss_bbox_2: 0.1924 loss_giou_2: 0.3387 loss_ce_3: 0.2801 loss_bbox_3: 0.1941 loss_giou_3: 0.3292 loss_ce_4: 0.2692 loss_bbox_4: 0.1888 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:13] d2.utils.events INFO: eta: 12:35:56 iter: 287899 total_loss: 5.449 loss_ce: 0.2521 loss_bbox: 0.1704 loss_giou: 0.3181 loss_ce_0: 0.4724 loss_bbox_0: 0.2914 loss_giou_0: 0.5073 loss_ce_1: 0.3642 loss_bbox_1: 0.2053 loss_giou_1: 0.3685 loss_ce_2: 0.3082 loss_bbox_2: 0.1887 loss_giou_2: 0.3428 loss_ce_3: 0.2618 loss_bbox_3: 0.1785 loss_giou_3: 0.3335 loss_ce_4: 0.2541 loss_bbox_4: 0.1755 loss_giou_4: 0.3211 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:19] d2.utils.events INFO: eta: 12:35:38 iter: 287919 total_loss: 5.505 loss_ce: 0.2794 loss_bbox: 0.1769 loss_giou: 0.3244 loss_ce_0: 0.4718 loss_bbox_0: 0.2875 loss_giou_0: 0.5017 loss_ce_1: 0.3765 loss_bbox_1: 0.2008 loss_giou_1: 0.363 loss_ce_2: 0.3154 loss_bbox_2: 0.1885 loss_giou_2: 0.3426 loss_ce_3: 0.288 loss_bbox_3: 0.179 loss_giou_3: 0.3265 loss_ce_4: 0.2778 loss_bbox_4: 0.1751 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:25] d2.utils.events INFO: eta: 12:35:30 iter: 287939 total_loss: 5.51 loss_ce: 0.2656 loss_bbox: 0.1804 loss_giou: 0.3263 loss_ce_0: 0.4784 loss_bbox_0: 0.3004 loss_giou_0: 0.4964 loss_ce_1: 0.372 loss_bbox_1: 0.2124 loss_giou_1: 0.3612 loss_ce_2: 0.3105 loss_bbox_2: 0.1958 loss_giou_2: 0.3421 loss_ce_3: 0.2768 loss_bbox_3: 0.1897 loss_giou_3: 0.3342 loss_ce_4: 0.2672 loss_bbox_4: 0.1841 loss_giou_4: 0.3265 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:30] d2.utils.events INFO: eta: 12:35:18 iter: 287959 total_loss: 5.214 loss_ce: 0.2526 loss_bbox: 0.1605 loss_giou: 0.3253 loss_ce_0: 0.4784 loss_bbox_0: 0.2859 loss_giou_0: 0.4891 loss_ce_1: 0.3626 loss_bbox_1: 0.1975 loss_giou_1: 0.3675 loss_ce_2: 0.2982 loss_bbox_2: 0.1779 loss_giou_2: 0.3401 loss_ce_3: 0.2628 loss_bbox_3: 0.1688 loss_giou_3: 0.3305 loss_ce_4: 0.2563 loss_bbox_4: 0.1625 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:36] d2.utils.events INFO: eta: 12:35:24 iter: 287979 total_loss: 5.581 loss_ce: 0.276 loss_bbox: 0.1849 loss_giou: 0.3317 loss_ce_0: 0.488 loss_bbox_0: 0.3086 loss_giou_0: 0.5412 loss_ce_1: 0.4008 loss_bbox_1: 0.2122 loss_giou_1: 0.3825 loss_ce_2: 0.3283 loss_bbox_2: 0.1944 loss_giou_2: 0.3545 loss_ce_3: 0.2916 loss_bbox_3: 0.19 loss_giou_3: 0.3359 loss_ce_4: 0.2779 loss_bbox_4: 0.186 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:42] d2.utils.events INFO: eta: 12:35:24 iter: 287999 total_loss: 5.476 loss_ce: 0.2566 loss_bbox: 0.1685 loss_giou: 0.3298 loss_ce_0: 0.4713 loss_bbox_0: 0.2999 loss_giou_0: 0.5325 loss_ce_1: 0.3729 loss_bbox_1: 0.2032 loss_giou_1: 0.3847 loss_ce_2: 0.3071 loss_bbox_2: 0.18 loss_giou_2: 0.3408 loss_ce_3: 0.2759 loss_bbox_3: 0.1751 loss_giou_3: 0.3299 loss_ce_4: 0.2602 loss_bbox_4: 0.1723 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:47] d2.utils.events INFO: eta: 12:35:15 iter: 288019 total_loss: 5.844 loss_ce: 0.2778 loss_bbox: 0.1855 loss_giou: 0.3548 loss_ce_0: 0.4749 loss_bbox_0: 0.3131 loss_giou_0: 0.5408 loss_ce_1: 0.3813 loss_bbox_1: 0.2191 loss_giou_1: 0.3993 loss_ce_2: 0.3244 loss_bbox_2: 0.1952 loss_giou_2: 0.3658 loss_ce_3: 0.2877 loss_bbox_3: 0.1928 loss_giou_3: 0.3595 loss_ce_4: 0.2758 loss_bbox_4: 0.1898 loss_giou_4: 0.356 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:53] d2.utils.events INFO: eta: 12:35:09 iter: 288039 total_loss: 5.32 loss_ce: 0.2715 loss_bbox: 0.1658 loss_giou: 0.3259 loss_ce_0: 0.4765 loss_bbox_0: 0.2865 loss_giou_0: 0.5244 loss_ce_1: 0.3693 loss_bbox_1: 0.1974 loss_giou_1: 0.3634 loss_ce_2: 0.3047 loss_bbox_2: 0.1786 loss_giou_2: 0.3372 loss_ce_3: 0.2789 loss_bbox_3: 0.1711 loss_giou_3: 0.3351 loss_ce_4: 0.2708 loss_bbox_4: 0.1697 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 12:42:59] d2.utils.events INFO: eta: 12:35:00 iter: 288059 total_loss: 5.44 loss_ce: 0.2624 loss_bbox: 0.1707 loss_giou: 0.3189 loss_ce_0: 0.4758 loss_bbox_0: 0.2944 loss_giou_0: 0.4886 loss_ce_1: 0.376 loss_bbox_1: 0.2014 loss_giou_1: 0.3741 loss_ce_2: 0.3046 loss_bbox_2: 0.1863 loss_giou_2: 0.3426 loss_ce_3: 0.2729 loss_bbox_3: 0.1765 loss_giou_3: 0.3349 loss_ce_4: 0.2688 loss_bbox_4: 0.1736 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:04] d2.utils.events INFO: eta: 12:34:54 iter: 288079 total_loss: 5.234 loss_ce: 0.273 loss_bbox: 0.1692 loss_giou: 0.3093 loss_ce_0: 0.4833 loss_bbox_0: 0.2939 loss_giou_0: 0.4909 loss_ce_1: 0.3885 loss_bbox_1: 0.2048 loss_giou_1: 0.353 loss_ce_2: 0.331 loss_bbox_2: 0.1841 loss_giou_2: 0.3248 loss_ce_3: 0.2959 loss_bbox_3: 0.18 loss_giou_3: 0.3182 loss_ce_4: 0.2736 loss_bbox_4: 0.1722 loss_giou_4: 0.3123 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:10] d2.utils.events INFO: eta: 12:34:56 iter: 288099 total_loss: 5.49 loss_ce: 0.2803 loss_bbox: 0.1802 loss_giou: 0.3445 loss_ce_0: 0.4792 loss_bbox_0: 0.3017 loss_giou_0: 0.5373 loss_ce_1: 0.3638 loss_bbox_1: 0.2046 loss_giou_1: 0.4078 loss_ce_2: 0.3165 loss_bbox_2: 0.1862 loss_giou_2: 0.3691 loss_ce_3: 0.2862 loss_bbox_3: 0.1818 loss_giou_3: 0.3574 loss_ce_4: 0.2795 loss_bbox_4: 0.1834 loss_giou_4: 0.3519 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:16] d2.utils.events INFO: eta: 12:35:13 iter: 288119 total_loss: 5.191 loss_ce: 0.2527 loss_bbox: 0.1712 loss_giou: 0.3081 loss_ce_0: 0.456 loss_bbox_0: 0.2811 loss_giou_0: 0.4811 loss_ce_1: 0.3541 loss_bbox_1: 0.1954 loss_giou_1: 0.3422 loss_ce_2: 0.2945 loss_bbox_2: 0.185 loss_giou_2: 0.3211 loss_ce_3: 0.2733 loss_bbox_3: 0.1742 loss_giou_3: 0.3154 loss_ce_4: 0.2582 loss_bbox_4: 0.1739 loss_giou_4: 0.3139 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:22] d2.utils.events INFO: eta: 12:35:25 iter: 288139 total_loss: 5.717 loss_ce: 0.2766 loss_bbox: 0.1817 loss_giou: 0.3542 loss_ce_0: 0.4772 loss_bbox_0: 0.3145 loss_giou_0: 0.5119 loss_ce_1: 0.378 loss_bbox_1: 0.2087 loss_giou_1: 0.3948 loss_ce_2: 0.3158 loss_bbox_2: 0.1957 loss_giou_2: 0.3699 loss_ce_3: 0.2888 loss_bbox_3: 0.1922 loss_giou_3: 0.365 loss_ce_4: 0.2716 loss_bbox_4: 0.1859 loss_giou_4: 0.3562 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:27] d2.utils.events INFO: eta: 12:35:15 iter: 288159 total_loss: 5.398 loss_ce: 0.2633 loss_bbox: 0.1681 loss_giou: 0.3343 loss_ce_0: 0.4826 loss_bbox_0: 0.2841 loss_giou_0: 0.5146 loss_ce_1: 0.3741 loss_bbox_1: 0.1962 loss_giou_1: 0.3752 loss_ce_2: 0.315 loss_bbox_2: 0.1816 loss_giou_2: 0.3491 loss_ce_3: 0.2853 loss_bbox_3: 0.1746 loss_giou_3: 0.3406 loss_ce_4: 0.2738 loss_bbox_4: 0.1671 loss_giou_4: 0.336 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:33] d2.utils.events INFO: eta: 12:35:09 iter: 288179 total_loss: 5.419 loss_ce: 0.2472 loss_bbox: 0.1674 loss_giou: 0.3177 loss_ce_0: 0.4732 loss_bbox_0: 0.3105 loss_giou_0: 0.5245 loss_ce_1: 0.3695 loss_bbox_1: 0.2065 loss_giou_1: 0.3781 loss_ce_2: 0.3038 loss_bbox_2: 0.1808 loss_giou_2: 0.3383 loss_ce_3: 0.2688 loss_bbox_3: 0.1756 loss_giou_3: 0.3281 loss_ce_4: 0.2491 loss_bbox_4: 0.1743 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:39] d2.utils.events INFO: eta: 12:35:12 iter: 288199 total_loss: 5.38 loss_ce: 0.2667 loss_bbox: 0.1625 loss_giou: 0.3303 loss_ce_0: 0.5016 loss_bbox_0: 0.2849 loss_giou_0: 0.5043 loss_ce_1: 0.385 loss_bbox_1: 0.1964 loss_giou_1: 0.377 loss_ce_2: 0.3068 loss_bbox_2: 0.1801 loss_giou_2: 0.3483 loss_ce_3: 0.2752 loss_bbox_3: 0.1687 loss_giou_3: 0.3407 loss_ce_4: 0.2681 loss_bbox_4: 0.1657 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:44] d2.utils.events INFO: eta: 12:35:06 iter: 288219 total_loss: 5.389 loss_ce: 0.2493 loss_bbox: 0.1748 loss_giou: 0.3014 loss_ce_0: 0.4763 loss_bbox_0: 0.2959 loss_giou_0: 0.4645 loss_ce_1: 0.3796 loss_bbox_1: 0.2058 loss_giou_1: 0.3495 loss_ce_2: 0.2968 loss_bbox_2: 0.1908 loss_giou_2: 0.3223 loss_ce_3: 0.269 loss_bbox_3: 0.1808 loss_giou_3: 0.3114 loss_ce_4: 0.2562 loss_bbox_4: 0.1744 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:50] d2.utils.events INFO: eta: 12:35:04 iter: 288239 total_loss: 5.287 loss_ce: 0.2565 loss_bbox: 0.1731 loss_giou: 0.3094 loss_ce_0: 0.4901 loss_bbox_0: 0.2963 loss_giou_0: 0.4953 loss_ce_1: 0.3775 loss_bbox_1: 0.2105 loss_giou_1: 0.367 loss_ce_2: 0.3048 loss_bbox_2: 0.1841 loss_giou_2: 0.3306 loss_ce_3: 0.2688 loss_bbox_3: 0.18 loss_giou_3: 0.3178 loss_ce_4: 0.2593 loss_bbox_4: 0.176 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 12:43:55] d2.utils.events INFO: eta: 12:35:05 iter: 288259 total_loss: 5.375 loss_ce: 0.2604 loss_bbox: 0.1684 loss_giou: 0.3074 loss_ce_0: 0.4808 loss_bbox_0: 0.2979 loss_giou_0: 0.4795 loss_ce_1: 0.3672 loss_bbox_1: 0.2002 loss_giou_1: 0.3574 loss_ce_2: 0.2969 loss_bbox_2: 0.1793 loss_giou_2: 0.3286 loss_ce_3: 0.2816 loss_bbox_3: 0.1779 loss_giou_3: 0.3165 loss_ce_4: 0.2683 loss_bbox_4: 0.1704 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:01] d2.utils.events INFO: eta: 12:34:46 iter: 288279 total_loss: 5.293 loss_ce: 0.2679 loss_bbox: 0.178 loss_giou: 0.3317 loss_ce_0: 0.4813 loss_bbox_0: 0.3188 loss_giou_0: 0.519 loss_ce_1: 0.3687 loss_bbox_1: 0.2107 loss_giou_1: 0.3896 loss_ce_2: 0.2961 loss_bbox_2: 0.1903 loss_giou_2: 0.3467 loss_ce_3: 0.2738 loss_bbox_3: 0.1894 loss_giou_3: 0.3329 loss_ce_4: 0.269 loss_bbox_4: 0.1849 loss_giou_4: 0.337 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:07] d2.utils.events INFO: eta: 12:34:31 iter: 288299 total_loss: 5.663 loss_ce: 0.285 loss_bbox: 0.1696 loss_giou: 0.3413 loss_ce_0: 0.4962 loss_bbox_0: 0.2928 loss_giou_0: 0.5057 loss_ce_1: 0.4046 loss_bbox_1: 0.1998 loss_giou_1: 0.375 loss_ce_2: 0.3382 loss_bbox_2: 0.1886 loss_giou_2: 0.3578 loss_ce_3: 0.2993 loss_bbox_3: 0.1799 loss_giou_3: 0.3483 loss_ce_4: 0.287 loss_bbox_4: 0.1751 loss_giou_4: 0.3457 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:12] d2.utils.events INFO: eta: 12:34:08 iter: 288319 total_loss: 5.723 loss_ce: 0.2936 loss_bbox: 0.1861 loss_giou: 0.3293 loss_ce_0: 0.5012 loss_bbox_0: 0.3144 loss_giou_0: 0.4796 loss_ce_1: 0.3895 loss_bbox_1: 0.2226 loss_giou_1: 0.377 loss_ce_2: 0.334 loss_bbox_2: 0.1982 loss_giou_2: 0.357 loss_ce_3: 0.3039 loss_bbox_3: 0.1903 loss_giou_3: 0.3444 loss_ce_4: 0.2991 loss_bbox_4: 0.1908 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:18] d2.utils.events INFO: eta: 12:33:43 iter: 288339 total_loss: 5.327 loss_ce: 0.2567 loss_bbox: 0.1688 loss_giou: 0.3353 loss_ce_0: 0.478 loss_bbox_0: 0.3013 loss_giou_0: 0.5258 loss_ce_1: 0.3523 loss_bbox_1: 0.2091 loss_giou_1: 0.39 loss_ce_2: 0.3095 loss_bbox_2: 0.1844 loss_giou_2: 0.3594 loss_ce_3: 0.2683 loss_bbox_3: 0.1759 loss_giou_3: 0.3446 loss_ce_4: 0.2546 loss_bbox_4: 0.1712 loss_giou_4: 0.3394 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:24] d2.utils.events INFO: eta: 12:33:36 iter: 288359 total_loss: 5.225 loss_ce: 0.2436 loss_bbox: 0.1729 loss_giou: 0.3224 loss_ce_0: 0.4635 loss_bbox_0: 0.2996 loss_giou_0: 0.5183 loss_ce_1: 0.3505 loss_bbox_1: 0.2095 loss_giou_1: 0.369 loss_ce_2: 0.2865 loss_bbox_2: 0.1836 loss_giou_2: 0.3429 loss_ce_3: 0.2528 loss_bbox_3: 0.1764 loss_giou_3: 0.3292 loss_ce_4: 0.2511 loss_bbox_4: 0.1725 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:29] d2.utils.events INFO: eta: 12:33:34 iter: 288379 total_loss: 5.353 loss_ce: 0.274 loss_bbox: 0.1783 loss_giou: 0.3337 loss_ce_0: 0.4917 loss_bbox_0: 0.3041 loss_giou_0: 0.523 loss_ce_1: 0.3757 loss_bbox_1: 0.2133 loss_giou_1: 0.3804 loss_ce_2: 0.3206 loss_bbox_2: 0.1983 loss_giou_2: 0.35 loss_ce_3: 0.2848 loss_bbox_3: 0.1872 loss_giou_3: 0.3413 loss_ce_4: 0.2714 loss_bbox_4: 0.1818 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:35] d2.utils.events INFO: eta: 12:32:56 iter: 288399 total_loss: 5.478 loss_ce: 0.2549 loss_bbox: 0.185 loss_giou: 0.3134 loss_ce_0: 0.4668 loss_bbox_0: 0.3081 loss_giou_0: 0.5118 loss_ce_1: 0.3633 loss_bbox_1: 0.2114 loss_giou_1: 0.3598 loss_ce_2: 0.298 loss_bbox_2: 0.1894 loss_giou_2: 0.3313 loss_ce_3: 0.2643 loss_bbox_3: 0.1846 loss_giou_3: 0.3231 loss_ce_4: 0.2572 loss_bbox_4: 0.1848 loss_giou_4: 0.3211 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:40] d2.utils.events INFO: eta: 12:33:10 iter: 288419 total_loss: 5.355 loss_ce: 0.2493 loss_bbox: 0.1673 loss_giou: 0.3154 loss_ce_0: 0.4745 loss_bbox_0: 0.3007 loss_giou_0: 0.5073 loss_ce_1: 0.3769 loss_bbox_1: 0.2015 loss_giou_1: 0.369 loss_ce_2: 0.3062 loss_bbox_2: 0.1782 loss_giou_2: 0.3397 loss_ce_3: 0.2756 loss_bbox_3: 0.1757 loss_giou_3: 0.3246 loss_ce_4: 0.2626 loss_bbox_4: 0.1678 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:46] d2.utils.events INFO: eta: 12:33:05 iter: 288439 total_loss: 5.403 loss_ce: 0.2428 loss_bbox: 0.1776 loss_giou: 0.3298 loss_ce_0: 0.4743 loss_bbox_0: 0.2989 loss_giou_0: 0.4973 loss_ce_1: 0.3672 loss_bbox_1: 0.2177 loss_giou_1: 0.3747 loss_ce_2: 0.2972 loss_bbox_2: 0.1915 loss_giou_2: 0.3388 loss_ce_3: 0.2671 loss_bbox_3: 0.179 loss_giou_3: 0.3287 loss_ce_4: 0.2514 loss_bbox_4: 0.1769 loss_giou_4: 0.3278 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:52] d2.utils.events INFO: eta: 12:32:40 iter: 288459 total_loss: 5.12 loss_ce: 0.2421 loss_bbox: 0.1748 loss_giou: 0.3111 loss_ce_0: 0.4696 loss_bbox_0: 0.2991 loss_giou_0: 0.5011 loss_ce_1: 0.3574 loss_bbox_1: 0.2083 loss_giou_1: 0.3613 loss_ce_2: 0.3015 loss_bbox_2: 0.1826 loss_giou_2: 0.3244 loss_ce_3: 0.2672 loss_bbox_3: 0.1793 loss_giou_3: 0.3184 loss_ce_4: 0.2492 loss_bbox_4: 0.1756 loss_giou_4: 0.3099 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 12:44:57] d2.utils.events INFO: eta: 12:32:41 iter: 288479 total_loss: 5.444 loss_ce: 0.2641 loss_bbox: 0.1691 loss_giou: 0.3211 loss_ce_0: 0.4741 loss_bbox_0: 0.2867 loss_giou_0: 0.505 loss_ce_1: 0.3725 loss_bbox_1: 0.2031 loss_giou_1: 0.3608 loss_ce_2: 0.3166 loss_bbox_2: 0.1757 loss_giou_2: 0.3352 loss_ce_3: 0.2689 loss_bbox_3: 0.1785 loss_giou_3: 0.3277 loss_ce_4: 0.2665 loss_bbox_4: 0.1708 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:03] d2.utils.events INFO: eta: 12:32:35 iter: 288499 total_loss: 5.318 loss_ce: 0.2438 loss_bbox: 0.1675 loss_giou: 0.3131 loss_ce_0: 0.4723 loss_bbox_0: 0.3066 loss_giou_0: 0.4866 loss_ce_1: 0.3509 loss_bbox_1: 0.2035 loss_giou_1: 0.3679 loss_ce_2: 0.2809 loss_bbox_2: 0.1838 loss_giou_2: 0.3333 loss_ce_3: 0.2564 loss_bbox_3: 0.1775 loss_giou_3: 0.3274 loss_ce_4: 0.2419 loss_bbox_4: 0.1742 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:09] d2.utils.events INFO: eta: 12:32:05 iter: 288519 total_loss: 5.664 loss_ce: 0.2724 loss_bbox: 0.1617 loss_giou: 0.3442 loss_ce_0: 0.5001 loss_bbox_0: 0.2994 loss_giou_0: 0.5476 loss_ce_1: 0.4053 loss_bbox_1: 0.2015 loss_giou_1: 0.3951 loss_ce_2: 0.3265 loss_bbox_2: 0.1814 loss_giou_2: 0.3644 loss_ce_3: 0.2908 loss_bbox_3: 0.1709 loss_giou_3: 0.3547 loss_ce_4: 0.2767 loss_bbox_4: 0.1686 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:14] d2.utils.events INFO: eta: 12:32:07 iter: 288539 total_loss: 5.364 loss_ce: 0.2574 loss_bbox: 0.1751 loss_giou: 0.2915 loss_ce_0: 0.4815 loss_bbox_0: 0.3076 loss_giou_0: 0.4819 loss_ce_1: 0.3745 loss_bbox_1: 0.2128 loss_giou_1: 0.3507 loss_ce_2: 0.3019 loss_bbox_2: 0.1963 loss_giou_2: 0.3217 loss_ce_3: 0.2696 loss_bbox_3: 0.1843 loss_giou_3: 0.3067 loss_ce_4: 0.2525 loss_bbox_4: 0.1792 loss_giou_4: 0.2981 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:20] d2.utils.events INFO: eta: 12:32:22 iter: 288559 total_loss: 5.385 loss_ce: 0.2528 loss_bbox: 0.1669 loss_giou: 0.3337 loss_ce_0: 0.4695 loss_bbox_0: 0.297 loss_giou_0: 0.5325 loss_ce_1: 0.3685 loss_bbox_1: 0.1987 loss_giou_1: 0.3905 loss_ce_2: 0.3033 loss_bbox_2: 0.1773 loss_giou_2: 0.3548 loss_ce_3: 0.2617 loss_bbox_3: 0.1727 loss_giou_3: 0.3474 loss_ce_4: 0.2583 loss_bbox_4: 0.1661 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:26] d2.utils.events INFO: eta: 12:32:25 iter: 288579 total_loss: 5.329 loss_ce: 0.2524 loss_bbox: 0.1771 loss_giou: 0.326 loss_ce_0: 0.4874 loss_bbox_0: 0.3024 loss_giou_0: 0.4876 loss_ce_1: 0.3768 loss_bbox_1: 0.2119 loss_giou_1: 0.3631 loss_ce_2: 0.3062 loss_bbox_2: 0.1942 loss_giou_2: 0.3397 loss_ce_3: 0.2766 loss_bbox_3: 0.1865 loss_giou_3: 0.3354 loss_ce_4: 0.2616 loss_bbox_4: 0.1813 loss_giou_4: 0.3277 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:31] d2.utils.events INFO: eta: 12:32:07 iter: 288599 total_loss: 5.248 loss_ce: 0.2629 loss_bbox: 0.1797 loss_giou: 0.3033 loss_ce_0: 0.482 loss_bbox_0: 0.3135 loss_giou_0: 0.4817 loss_ce_1: 0.3884 loss_bbox_1: 0.2174 loss_giou_1: 0.3521 loss_ce_2: 0.318 loss_bbox_2: 0.1941 loss_giou_2: 0.3209 loss_ce_3: 0.2804 loss_bbox_3: 0.1902 loss_giou_3: 0.3139 loss_ce_4: 0.2618 loss_bbox_4: 0.1799 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:37] d2.utils.events INFO: eta: 12:32:21 iter: 288619 total_loss: 5.307 loss_ce: 0.2508 loss_bbox: 0.1762 loss_giou: 0.3137 loss_ce_0: 0.4619 loss_bbox_0: 0.305 loss_giou_0: 0.4947 loss_ce_1: 0.3627 loss_bbox_1: 0.2079 loss_giou_1: 0.3748 loss_ce_2: 0.3043 loss_bbox_2: 0.1957 loss_giou_2: 0.3387 loss_ce_3: 0.2724 loss_bbox_3: 0.1841 loss_giou_3: 0.3263 loss_ce_4: 0.2583 loss_bbox_4: 0.1772 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:43] d2.utils.events INFO: eta: 12:32:02 iter: 288639 total_loss: 5.56 loss_ce: 0.2609 loss_bbox: 0.1609 loss_giou: 0.3643 loss_ce_0: 0.4782 loss_bbox_0: 0.28 loss_giou_0: 0.5597 loss_ce_1: 0.3739 loss_bbox_1: 0.1882 loss_giou_1: 0.4015 loss_ce_2: 0.3116 loss_bbox_2: 0.1703 loss_giou_2: 0.3764 loss_ce_3: 0.2759 loss_bbox_3: 0.1645 loss_giou_3: 0.3683 loss_ce_4: 0.2692 loss_bbox_4: 0.1652 loss_giou_4: 0.3599 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:48] d2.utils.events INFO: eta: 12:32:12 iter: 288659 total_loss: 5.168 loss_ce: 0.2472 loss_bbox: 0.1733 loss_giou: 0.3063 loss_ce_0: 0.4733 loss_bbox_0: 0.2849 loss_giou_0: 0.5006 loss_ce_1: 0.3557 loss_bbox_1: 0.207 loss_giou_1: 0.36 loss_ce_2: 0.2889 loss_bbox_2: 0.1827 loss_giou_2: 0.3322 loss_ce_3: 0.2554 loss_bbox_3: 0.1761 loss_giou_3: 0.3187 loss_ce_4: 0.2486 loss_bbox_4: 0.1733 loss_giou_4: 0.3112 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 12:45:54] d2.utils.events INFO: eta: 12:32:10 iter: 288679 total_loss: 5.449 loss_ce: 0.2659 loss_bbox: 0.1827 loss_giou: 0.3207 loss_ce_0: 0.4651 loss_bbox_0: 0.3014 loss_giou_0: 0.5039 loss_ce_1: 0.3701 loss_bbox_1: 0.2135 loss_giou_1: 0.3717 loss_ce_2: 0.3106 loss_bbox_2: 0.1956 loss_giou_2: 0.3348 loss_ce_3: 0.2754 loss_bbox_3: 0.1846 loss_giou_3: 0.3257 loss_ce_4: 0.2575 loss_bbox_4: 0.1839 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:00] d2.utils.events INFO: eta: 12:32:19 iter: 288699 total_loss: 5.269 loss_ce: 0.2611 loss_bbox: 0.1744 loss_giou: 0.3158 loss_ce_0: 0.4656 loss_bbox_0: 0.3024 loss_giou_0: 0.5144 loss_ce_1: 0.3741 loss_bbox_1: 0.2004 loss_giou_1: 0.3704 loss_ce_2: 0.3109 loss_bbox_2: 0.1833 loss_giou_2: 0.3381 loss_ce_3: 0.2794 loss_bbox_3: 0.1806 loss_giou_3: 0.3289 loss_ce_4: 0.2637 loss_bbox_4: 0.1769 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:05] d2.utils.events INFO: eta: 12:32:22 iter: 288719 total_loss: 5.575 loss_ce: 0.272 loss_bbox: 0.1699 loss_giou: 0.3213 loss_ce_0: 0.4741 loss_bbox_0: 0.2883 loss_giou_0: 0.5019 loss_ce_1: 0.3707 loss_bbox_1: 0.2004 loss_giou_1: 0.3736 loss_ce_2: 0.3084 loss_bbox_2: 0.1806 loss_giou_2: 0.3414 loss_ce_3: 0.2776 loss_bbox_3: 0.1738 loss_giou_3: 0.3364 loss_ce_4: 0.2675 loss_bbox_4: 0.1721 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:11] d2.utils.events INFO: eta: 12:32:11 iter: 288739 total_loss: 5.712 loss_ce: 0.2843 loss_bbox: 0.1862 loss_giou: 0.3289 loss_ce_0: 0.4912 loss_bbox_0: 0.3076 loss_giou_0: 0.5125 loss_ce_1: 0.3981 loss_bbox_1: 0.2169 loss_giou_1: 0.3809 loss_ce_2: 0.3324 loss_bbox_2: 0.1992 loss_giou_2: 0.3522 loss_ce_3: 0.3072 loss_bbox_3: 0.192 loss_giou_3: 0.3355 loss_ce_4: 0.293 loss_bbox_4: 0.189 loss_giou_4: 0.3304 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:17] d2.utils.events INFO: eta: 12:32:03 iter: 288759 total_loss: 5.173 loss_ce: 0.2501 loss_bbox: 0.1679 loss_giou: 0.3218 loss_ce_0: 0.4783 loss_bbox_0: 0.2819 loss_giou_0: 0.4932 loss_ce_1: 0.372 loss_bbox_1: 0.1988 loss_giou_1: 0.3729 loss_ce_2: 0.3006 loss_bbox_2: 0.1781 loss_giou_2: 0.3531 loss_ce_3: 0.2599 loss_bbox_3: 0.1752 loss_giou_3: 0.3421 loss_ce_4: 0.2543 loss_bbox_4: 0.1702 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:22] d2.utils.events INFO: eta: 12:31:57 iter: 288779 total_loss: 5.468 loss_ce: 0.2724 loss_bbox: 0.1885 loss_giou: 0.3148 loss_ce_0: 0.4881 loss_bbox_0: 0.3113 loss_giou_0: 0.4808 loss_ce_1: 0.3905 loss_bbox_1: 0.2191 loss_giou_1: 0.3632 loss_ce_2: 0.3219 loss_bbox_2: 0.1987 loss_giou_2: 0.3363 loss_ce_3: 0.2996 loss_bbox_3: 0.1904 loss_giou_3: 0.3287 loss_ce_4: 0.2747 loss_bbox_4: 0.1917 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:28] d2.utils.events INFO: eta: 12:32:11 iter: 288799 total_loss: 5.492 loss_ce: 0.2583 loss_bbox: 0.171 loss_giou: 0.3427 loss_ce_0: 0.4603 loss_bbox_0: 0.3006 loss_giou_0: 0.5171 loss_ce_1: 0.3539 loss_bbox_1: 0.203 loss_giou_1: 0.3763 loss_ce_2: 0.2932 loss_bbox_2: 0.1886 loss_giou_2: 0.3605 loss_ce_3: 0.2674 loss_bbox_3: 0.1776 loss_giou_3: 0.3524 loss_ce_4: 0.2601 loss_bbox_4: 0.1749 loss_giou_4: 0.3513 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:34] d2.utils.events INFO: eta: 12:32:25 iter: 288819 total_loss: 5.182 loss_ce: 0.2595 loss_bbox: 0.1629 loss_giou: 0.304 loss_ce_0: 0.4609 loss_bbox_0: 0.2867 loss_giou_0: 0.4862 loss_ce_1: 0.3618 loss_bbox_1: 0.201 loss_giou_1: 0.3512 loss_ce_2: 0.3023 loss_bbox_2: 0.1852 loss_giou_2: 0.3183 loss_ce_3: 0.2792 loss_bbox_3: 0.1669 loss_giou_3: 0.3072 loss_ce_4: 0.2648 loss_bbox_4: 0.162 loss_giou_4: 0.3001 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:39] d2.utils.events INFO: eta: 12:32:24 iter: 288839 total_loss: 5.473 loss_ce: 0.2773 loss_bbox: 0.1654 loss_giou: 0.3273 loss_ce_0: 0.502 loss_bbox_0: 0.2993 loss_giou_0: 0.5192 loss_ce_1: 0.3982 loss_bbox_1: 0.2101 loss_giou_1: 0.3724 loss_ce_2: 0.3342 loss_bbox_2: 0.1842 loss_giou_2: 0.3393 loss_ce_3: 0.2955 loss_bbox_3: 0.1776 loss_giou_3: 0.3361 loss_ce_4: 0.282 loss_bbox_4: 0.1702 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:45] d2.utils.events INFO: eta: 12:32:12 iter: 288859 total_loss: 5.256 loss_ce: 0.2518 loss_bbox: 0.1691 loss_giou: 0.3332 loss_ce_0: 0.4739 loss_bbox_0: 0.2874 loss_giou_0: 0.5197 loss_ce_1: 0.3756 loss_bbox_1: 0.2003 loss_giou_1: 0.3844 loss_ce_2: 0.3017 loss_bbox_2: 0.1785 loss_giou_2: 0.3519 loss_ce_3: 0.2696 loss_bbox_3: 0.176 loss_giou_3: 0.3418 loss_ce_4: 0.2567 loss_bbox_4: 0.1723 loss_giou_4: 0.3369 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:51] d2.utils.events INFO: eta: 12:32:16 iter: 288879 total_loss: 5.676 loss_ce: 0.2692 loss_bbox: 0.1886 loss_giou: 0.3349 loss_ce_0: 0.4846 loss_bbox_0: 0.3085 loss_giou_0: 0.5236 loss_ce_1: 0.3911 loss_bbox_1: 0.2206 loss_giou_1: 0.3881 loss_ce_2: 0.3398 loss_bbox_2: 0.2033 loss_giou_2: 0.358 loss_ce_3: 0.3037 loss_bbox_3: 0.1951 loss_giou_3: 0.3411 loss_ce_4: 0.2766 loss_bbox_4: 0.1916 loss_giou_4: 0.3368 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 12:46:56] d2.utils.events INFO: eta: 12:32:27 iter: 288899 total_loss: 5.173 loss_ce: 0.2571 loss_bbox: 0.172 loss_giou: 0.3138 loss_ce_0: 0.4579 loss_bbox_0: 0.296 loss_giou_0: 0.5191 loss_ce_1: 0.3448 loss_bbox_1: 0.2017 loss_giou_1: 0.3644 loss_ce_2: 0.2901 loss_bbox_2: 0.1828 loss_giou_2: 0.3301 loss_ce_3: 0.2611 loss_bbox_3: 0.1746 loss_giou_3: 0.3196 loss_ce_4: 0.2548 loss_bbox_4: 0.1723 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:02] d2.utils.events INFO: eta: 12:32:37 iter: 288919 total_loss: 5.353 loss_ce: 0.2595 loss_bbox: 0.1772 loss_giou: 0.3289 loss_ce_0: 0.4566 loss_bbox_0: 0.3048 loss_giou_0: 0.5103 loss_ce_1: 0.3518 loss_bbox_1: 0.2101 loss_giou_1: 0.3757 loss_ce_2: 0.3069 loss_bbox_2: 0.188 loss_giou_2: 0.3515 loss_ce_3: 0.2677 loss_bbox_3: 0.1873 loss_giou_3: 0.3396 loss_ce_4: 0.2622 loss_bbox_4: 0.1815 loss_giou_4: 0.3316 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:08] d2.utils.events INFO: eta: 12:32:19 iter: 288939 total_loss: 5.344 loss_ce: 0.2575 loss_bbox: 0.161 loss_giou: 0.3261 loss_ce_0: 0.4743 loss_bbox_0: 0.2968 loss_giou_0: 0.5286 loss_ce_1: 0.3449 loss_bbox_1: 0.2012 loss_giou_1: 0.3699 loss_ce_2: 0.2965 loss_bbox_2: 0.1859 loss_giou_2: 0.3445 loss_ce_3: 0.2787 loss_bbox_3: 0.172 loss_giou_3: 0.3354 loss_ce_4: 0.2594 loss_bbox_4: 0.1652 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:13] d2.utils.events INFO: eta: 12:32:16 iter: 288959 total_loss: 5.186 loss_ce: 0.2422 loss_bbox: 0.1646 loss_giou: 0.3201 loss_ce_0: 0.4699 loss_bbox_0: 0.309 loss_giou_0: 0.4942 loss_ce_1: 0.3694 loss_bbox_1: 0.2043 loss_giou_1: 0.3714 loss_ce_2: 0.3077 loss_bbox_2: 0.1836 loss_giou_2: 0.3385 loss_ce_3: 0.2568 loss_bbox_3: 0.1733 loss_giou_3: 0.3306 loss_ce_4: 0.2497 loss_bbox_4: 0.1661 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:19] d2.utils.events INFO: eta: 12:32:45 iter: 288979 total_loss: 5.569 loss_ce: 0.276 loss_bbox: 0.1736 loss_giou: 0.3414 loss_ce_0: 0.493 loss_bbox_0: 0.2969 loss_giou_0: 0.5361 loss_ce_1: 0.396 loss_bbox_1: 0.202 loss_giou_1: 0.3883 loss_ce_2: 0.317 loss_bbox_2: 0.1909 loss_giou_2: 0.36 loss_ce_3: 0.2903 loss_bbox_3: 0.177 loss_giou_3: 0.3446 loss_ce_4: 0.2726 loss_bbox_4: 0.1735 loss_giou_4: 0.3444 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:25] d2.utils.events INFO: eta: 12:32:37 iter: 288999 total_loss: 5.415 loss_ce: 0.241 loss_bbox: 0.1678 loss_giou: 0.3322 loss_ce_0: 0.4628 loss_bbox_0: 0.3018 loss_giou_0: 0.4833 loss_ce_1: 0.3476 loss_bbox_1: 0.2002 loss_giou_1: 0.3663 loss_ce_2: 0.2923 loss_bbox_2: 0.174 loss_giou_2: 0.3436 loss_ce_3: 0.2638 loss_bbox_3: 0.17 loss_giou_3: 0.3419 loss_ce_4: 0.251 loss_bbox_4: 0.1702 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:31] d2.utils.events INFO: eta: 12:32:31 iter: 289019 total_loss: 5.155 loss_ce: 0.2448 loss_bbox: 0.1578 loss_giou: 0.328 loss_ce_0: 0.4479 loss_bbox_0: 0.2768 loss_giou_0: 0.4962 loss_ce_1: 0.3429 loss_bbox_1: 0.1898 loss_giou_1: 0.3711 loss_ce_2: 0.2953 loss_bbox_2: 0.1682 loss_giou_2: 0.3445 loss_ce_3: 0.2596 loss_bbox_3: 0.161 loss_giou_3: 0.3361 loss_ce_4: 0.2483 loss_bbox_4: 0.1578 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:36] d2.utils.events INFO: eta: 12:32:42 iter: 289039 total_loss: 5.645 loss_ce: 0.2881 loss_bbox: 0.1873 loss_giou: 0.329 loss_ce_0: 0.5111 loss_bbox_0: 0.3182 loss_giou_0: 0.5019 loss_ce_1: 0.3939 loss_bbox_1: 0.224 loss_giou_1: 0.376 loss_ce_2: 0.3362 loss_bbox_2: 0.2058 loss_giou_2: 0.3556 loss_ce_3: 0.3107 loss_bbox_3: 0.1973 loss_giou_3: 0.3429 loss_ce_4: 0.2987 loss_bbox_4: 0.1897 loss_giou_4: 0.3361 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:42] d2.utils.events INFO: eta: 12:32:57 iter: 289059 total_loss: 5.205 loss_ce: 0.2398 loss_bbox: 0.1867 loss_giou: 0.3256 loss_ce_0: 0.4761 loss_bbox_0: 0.3103 loss_giou_0: 0.4978 loss_ce_1: 0.3599 loss_bbox_1: 0.217 loss_giou_1: 0.3723 loss_ce_2: 0.2926 loss_bbox_2: 0.1973 loss_giou_2: 0.3458 loss_ce_3: 0.2617 loss_bbox_3: 0.1902 loss_giou_3: 0.3363 loss_ce_4: 0.2449 loss_bbox_4: 0.1878 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:48] d2.utils.events INFO: eta: 12:33:09 iter: 289079 total_loss: 5.546 loss_ce: 0.2752 loss_bbox: 0.1739 loss_giou: 0.3203 loss_ce_0: 0.5069 loss_bbox_0: 0.2996 loss_giou_0: 0.4915 loss_ce_1: 0.3827 loss_bbox_1: 0.2086 loss_giou_1: 0.3723 loss_ce_2: 0.315 loss_bbox_2: 0.1896 loss_giou_2: 0.3438 loss_ce_3: 0.2895 loss_bbox_3: 0.1814 loss_giou_3: 0.3313 loss_ce_4: 0.2766 loss_bbox_4: 0.1758 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:53] d2.utils.events INFO: eta: 12:33:05 iter: 289099 total_loss: 5.437 loss_ce: 0.2618 loss_bbox: 0.1794 loss_giou: 0.3348 loss_ce_0: 0.4657 loss_bbox_0: 0.292 loss_giou_0: 0.5126 loss_ce_1: 0.3667 loss_bbox_1: 0.2109 loss_giou_1: 0.379 loss_ce_2: 0.3036 loss_bbox_2: 0.1924 loss_giou_2: 0.3485 loss_ce_3: 0.2758 loss_bbox_3: 0.1863 loss_giou_3: 0.3419 loss_ce_4: 0.261 loss_bbox_4: 0.1801 loss_giou_4: 0.3388 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 12:47:59] d2.utils.events INFO: eta: 12:32:56 iter: 289119 total_loss: 5.553 loss_ce: 0.255 loss_bbox: 0.1691 loss_giou: 0.3312 loss_ce_0: 0.4785 loss_bbox_0: 0.2853 loss_giou_0: 0.5365 loss_ce_1: 0.3705 loss_bbox_1: 0.1924 loss_giou_1: 0.3961 loss_ce_2: 0.3098 loss_bbox_2: 0.1757 loss_giou_2: 0.3467 loss_ce_3: 0.2703 loss_bbox_3: 0.173 loss_giou_3: 0.3399 loss_ce_4: 0.2525 loss_bbox_4: 0.1683 loss_giou_4: 0.3379 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:05] d2.utils.events INFO: eta: 12:32:39 iter: 289139 total_loss: 5.222 loss_ce: 0.2517 loss_bbox: 0.165 loss_giou: 0.3014 loss_ce_0: 0.4537 loss_bbox_0: 0.2995 loss_giou_0: 0.4788 loss_ce_1: 0.3537 loss_bbox_1: 0.2035 loss_giou_1: 0.3548 loss_ce_2: 0.307 loss_bbox_2: 0.1842 loss_giou_2: 0.3198 loss_ce_3: 0.2631 loss_bbox_3: 0.1761 loss_giou_3: 0.3142 loss_ce_4: 0.2544 loss_bbox_4: 0.1686 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:10] d2.utils.events INFO: eta: 12:32:29 iter: 289159 total_loss: 5.214 loss_ce: 0.2711 loss_bbox: 0.1786 loss_giou: 0.3157 loss_ce_0: 0.4816 loss_bbox_0: 0.2944 loss_giou_0: 0.477 loss_ce_1: 0.365 loss_bbox_1: 0.1984 loss_giou_1: 0.3583 loss_ce_2: 0.3097 loss_bbox_2: 0.1867 loss_giou_2: 0.3285 loss_ce_3: 0.2828 loss_bbox_3: 0.1805 loss_giou_3: 0.3239 loss_ce_4: 0.2699 loss_bbox_4: 0.1781 loss_giou_4: 0.3133 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:16] d2.utils.events INFO: eta: 12:32:30 iter: 289179 total_loss: 5.116 loss_ce: 0.2309 loss_bbox: 0.1763 loss_giou: 0.3122 loss_ce_0: 0.4554 loss_bbox_0: 0.298 loss_giou_0: 0.4861 loss_ce_1: 0.3431 loss_bbox_1: 0.1983 loss_giou_1: 0.3573 loss_ce_2: 0.2762 loss_bbox_2: 0.1872 loss_giou_2: 0.3309 loss_ce_3: 0.2419 loss_bbox_3: 0.1826 loss_giou_3: 0.3175 loss_ce_4: 0.238 loss_bbox_4: 0.1781 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:22] d2.utils.events INFO: eta: 12:32:18 iter: 289199 total_loss: 5.057 loss_ce: 0.2283 loss_bbox: 0.1686 loss_giou: 0.3041 loss_ce_0: 0.4538 loss_bbox_0: 0.2922 loss_giou_0: 0.4722 loss_ce_1: 0.3517 loss_bbox_1: 0.2011 loss_giou_1: 0.3535 loss_ce_2: 0.2826 loss_bbox_2: 0.1848 loss_giou_2: 0.3191 loss_ce_3: 0.2442 loss_bbox_3: 0.1796 loss_giou_3: 0.3139 loss_ce_4: 0.2252 loss_bbox_4: 0.173 loss_giou_4: 0.3046 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:28] d2.utils.events INFO: eta: 12:32:26 iter: 289219 total_loss: 5.347 loss_ce: 0.2599 loss_bbox: 0.1608 loss_giou: 0.3433 loss_ce_0: 0.4735 loss_bbox_0: 0.2852 loss_giou_0: 0.5231 loss_ce_1: 0.3491 loss_bbox_1: 0.1941 loss_giou_1: 0.3976 loss_ce_2: 0.2999 loss_bbox_2: 0.1678 loss_giou_2: 0.365 loss_ce_3: 0.2861 loss_bbox_3: 0.1673 loss_giou_3: 0.3588 loss_ce_4: 0.2651 loss_bbox_4: 0.1614 loss_giou_4: 0.3507 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:33] d2.utils.events INFO: eta: 12:32:21 iter: 289239 total_loss: 5.643 loss_ce: 0.2912 loss_bbox: 0.1868 loss_giou: 0.321 loss_ce_0: 0.4962 loss_bbox_0: 0.3039 loss_giou_0: 0.481 loss_ce_1: 0.3844 loss_bbox_1: 0.2251 loss_giou_1: 0.3644 loss_ce_2: 0.3319 loss_bbox_2: 0.2045 loss_giou_2: 0.3342 loss_ce_3: 0.3004 loss_bbox_3: 0.1886 loss_giou_3: 0.3293 loss_ce_4: 0.293 loss_bbox_4: 0.1848 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:39] d2.utils.events INFO: eta: 12:32:11 iter: 289259 total_loss: 5.231 loss_ce: 0.2486 loss_bbox: 0.1725 loss_giou: 0.3036 loss_ce_0: 0.4456 loss_bbox_0: 0.2912 loss_giou_0: 0.4764 loss_ce_1: 0.3493 loss_bbox_1: 0.2068 loss_giou_1: 0.36 loss_ce_2: 0.2838 loss_bbox_2: 0.1783 loss_giou_2: 0.3324 loss_ce_3: 0.2532 loss_bbox_3: 0.1765 loss_giou_3: 0.321 loss_ce_4: 0.2431 loss_bbox_4: 0.1714 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0186 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:45] d2.utils.events INFO: eta: 12:32:16 iter: 289279 total_loss: 5.511 loss_ce: 0.2503 loss_bbox: 0.1877 loss_giou: 0.3304 loss_ce_0: 0.4751 loss_bbox_0: 0.3066 loss_giou_0: 0.5013 loss_ce_1: 0.3653 loss_bbox_1: 0.2107 loss_giou_1: 0.3808 loss_ce_2: 0.2964 loss_bbox_2: 0.1973 loss_giou_2: 0.3443 loss_ce_3: 0.2723 loss_bbox_3: 0.1882 loss_giou_3: 0.3371 loss_ce_4: 0.2587 loss_bbox_4: 0.1878 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:50] d2.utils.events INFO: eta: 12:32:12 iter: 289299 total_loss: 5.478 loss_ce: 0.271 loss_bbox: 0.1659 loss_giou: 0.3245 loss_ce_0: 0.4769 loss_bbox_0: 0.2983 loss_giou_0: 0.5279 loss_ce_1: 0.3677 loss_bbox_1: 0.2036 loss_giou_1: 0.3826 loss_ce_2: 0.322 loss_bbox_2: 0.1842 loss_giou_2: 0.3524 loss_ce_3: 0.2821 loss_bbox_3: 0.1752 loss_giou_3: 0.333 loss_ce_4: 0.2702 loss_bbox_4: 0.1669 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 12:48:56] d2.utils.events INFO: eta: 12:32:17 iter: 289319 total_loss: 5.407 loss_ce: 0.2602 loss_bbox: 0.1959 loss_giou: 0.3259 loss_ce_0: 0.4837 loss_bbox_0: 0.3129 loss_giou_0: 0.4933 loss_ce_1: 0.3654 loss_bbox_1: 0.2239 loss_giou_1: 0.3783 loss_ce_2: 0.3127 loss_bbox_2: 0.2106 loss_giou_2: 0.3476 loss_ce_3: 0.2844 loss_bbox_3: 0.2041 loss_giou_3: 0.3341 loss_ce_4: 0.265 loss_bbox_4: 0.1979 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:02] d2.utils.events INFO: eta: 12:32:45 iter: 289339 total_loss: 5.327 loss_ce: 0.2663 loss_bbox: 0.17 loss_giou: 0.321 loss_ce_0: 0.4919 loss_bbox_0: 0.2967 loss_giou_0: 0.4993 loss_ce_1: 0.3662 loss_bbox_1: 0.201 loss_giou_1: 0.3726 loss_ce_2: 0.3048 loss_bbox_2: 0.1808 loss_giou_2: 0.3463 loss_ce_3: 0.2653 loss_bbox_3: 0.1781 loss_giou_3: 0.3322 loss_ce_4: 0.2584 loss_bbox_4: 0.1757 loss_giou_4: 0.3265 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:07] d2.utils.events INFO: eta: 12:32:39 iter: 289359 total_loss: 5.279 loss_ce: 0.2384 loss_bbox: 0.1664 loss_giou: 0.3181 loss_ce_0: 0.4645 loss_bbox_0: 0.3015 loss_giou_0: 0.4781 loss_ce_1: 0.3526 loss_bbox_1: 0.1999 loss_giou_1: 0.3554 loss_ce_2: 0.2839 loss_bbox_2: 0.1827 loss_giou_2: 0.3309 loss_ce_3: 0.2611 loss_bbox_3: 0.1788 loss_giou_3: 0.3289 loss_ce_4: 0.2455 loss_bbox_4: 0.1707 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:13] d2.utils.events INFO: eta: 12:32:38 iter: 289379 total_loss: 5.22 loss_ce: 0.2468 loss_bbox: 0.1595 loss_giou: 0.3297 loss_ce_0: 0.4701 loss_bbox_0: 0.2865 loss_giou_0: 0.5145 loss_ce_1: 0.3594 loss_bbox_1: 0.202 loss_giou_1: 0.3814 loss_ce_2: 0.2968 loss_bbox_2: 0.1715 loss_giou_2: 0.3479 loss_ce_3: 0.2627 loss_bbox_3: 0.1715 loss_giou_3: 0.3408 loss_ce_4: 0.2474 loss_bbox_4: 0.1647 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:18] d2.utils.events INFO: eta: 12:32:45 iter: 289399 total_loss: 5.374 loss_ce: 0.2512 loss_bbox: 0.1725 loss_giou: 0.3209 loss_ce_0: 0.4825 loss_bbox_0: 0.2928 loss_giou_0: 0.4948 loss_ce_1: 0.3572 loss_bbox_1: 0.213 loss_giou_1: 0.3687 loss_ce_2: 0.301 loss_bbox_2: 0.1928 loss_giou_2: 0.3362 loss_ce_3: 0.2649 loss_bbox_3: 0.1825 loss_giou_3: 0.3245 loss_ce_4: 0.2536 loss_bbox_4: 0.1823 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:24] d2.utils.events INFO: eta: 12:32:41 iter: 289419 total_loss: 5.608 loss_ce: 0.272 loss_bbox: 0.179 loss_giou: 0.3334 loss_ce_0: 0.4754 loss_bbox_0: 0.302 loss_giou_0: 0.5119 loss_ce_1: 0.3778 loss_bbox_1: 0.2099 loss_giou_1: 0.3865 loss_ce_2: 0.3182 loss_bbox_2: 0.187 loss_giou_2: 0.3509 loss_ce_3: 0.2859 loss_bbox_3: 0.1854 loss_giou_3: 0.3427 loss_ce_4: 0.2703 loss_bbox_4: 0.1801 loss_giou_4: 0.3379 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:30] d2.utils.events INFO: eta: 12:32:45 iter: 289439 total_loss: 5.231 loss_ce: 0.2555 loss_bbox: 0.17 loss_giou: 0.3142 loss_ce_0: 0.4839 loss_bbox_0: 0.2827 loss_giou_0: 0.4876 loss_ce_1: 0.3754 loss_bbox_1: 0.1993 loss_giou_1: 0.3594 loss_ce_2: 0.3098 loss_bbox_2: 0.1882 loss_giou_2: 0.3367 loss_ce_3: 0.2696 loss_bbox_3: 0.1793 loss_giou_3: 0.3246 loss_ce_4: 0.2607 loss_bbox_4: 0.1716 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:36] d2.utils.events INFO: eta: 12:32:41 iter: 289459 total_loss: 5.073 loss_ce: 0.2493 loss_bbox: 0.1666 loss_giou: 0.3012 loss_ce_0: 0.4821 loss_bbox_0: 0.2927 loss_giou_0: 0.4774 loss_ce_1: 0.3809 loss_bbox_1: 0.2094 loss_giou_1: 0.3548 loss_ce_2: 0.3106 loss_bbox_2: 0.1863 loss_giou_2: 0.3304 loss_ce_3: 0.2618 loss_bbox_3: 0.1741 loss_giou_3: 0.3172 loss_ce_4: 0.253 loss_bbox_4: 0.1672 loss_giou_4: 0.3078 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:41] d2.utils.events INFO: eta: 12:32:40 iter: 289479 total_loss: 5.384 loss_ce: 0.2578 loss_bbox: 0.1731 loss_giou: 0.3113 loss_ce_0: 0.475 loss_bbox_0: 0.2981 loss_giou_0: 0.5169 loss_ce_1: 0.3705 loss_bbox_1: 0.2003 loss_giou_1: 0.3728 loss_ce_2: 0.2992 loss_bbox_2: 0.1831 loss_giou_2: 0.3337 loss_ce_3: 0.2719 loss_bbox_3: 0.1823 loss_giou_3: 0.32 loss_ce_4: 0.259 loss_bbox_4: 0.1778 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:47] d2.utils.events INFO: eta: 12:32:47 iter: 289499 total_loss: 5.591 loss_ce: 0.278 loss_bbox: 0.179 loss_giou: 0.3204 loss_ce_0: 0.4893 loss_bbox_0: 0.306 loss_giou_0: 0.4897 loss_ce_1: 0.3861 loss_bbox_1: 0.2057 loss_giou_1: 0.3658 loss_ce_2: 0.326 loss_bbox_2: 0.1893 loss_giou_2: 0.3404 loss_ce_3: 0.2946 loss_bbox_3: 0.1842 loss_giou_3: 0.3315 loss_ce_4: 0.2842 loss_bbox_4: 0.1807 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:53] d2.utils.events INFO: eta: 12:32:49 iter: 289519 total_loss: 5.222 loss_ce: 0.2643 loss_bbox: 0.175 loss_giou: 0.315 loss_ce_0: 0.4721 loss_bbox_0: 0.2967 loss_giou_0: 0.4939 loss_ce_1: 0.3733 loss_bbox_1: 0.2029 loss_giou_1: 0.3617 loss_ce_2: 0.2968 loss_bbox_2: 0.1871 loss_giou_2: 0.3356 loss_ce_3: 0.27 loss_bbox_3: 0.1784 loss_giou_3: 0.3307 loss_ce_4: 0.2575 loss_bbox_4: 0.1762 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:49:58] d2.utils.events INFO: eta: 12:32:42 iter: 289539 total_loss: 5.267 loss_ce: 0.2466 loss_bbox: 0.174 loss_giou: 0.312 loss_ce_0: 0.4966 loss_bbox_0: 0.2962 loss_giou_0: 0.4656 loss_ce_1: 0.3655 loss_bbox_1: 0.1986 loss_giou_1: 0.3433 loss_ce_2: 0.2972 loss_bbox_2: 0.1907 loss_giou_2: 0.3303 loss_ce_3: 0.267 loss_bbox_3: 0.1832 loss_giou_3: 0.3189 loss_ce_4: 0.2457 loss_bbox_4: 0.1775 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:04] d2.utils.events INFO: eta: 12:32:47 iter: 289559 total_loss: 5.359 loss_ce: 0.2598 loss_bbox: 0.1731 loss_giou: 0.3133 loss_ce_0: 0.463 loss_bbox_0: 0.2881 loss_giou_0: 0.4933 loss_ce_1: 0.3509 loss_bbox_1: 0.1961 loss_giou_1: 0.3632 loss_ce_2: 0.299 loss_bbox_2: 0.1835 loss_giou_2: 0.3362 loss_ce_3: 0.273 loss_bbox_3: 0.1743 loss_giou_3: 0.325 loss_ce_4: 0.2621 loss_bbox_4: 0.1703 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:10] d2.utils.events INFO: eta: 12:32:41 iter: 289579 total_loss: 5.401 loss_ce: 0.2755 loss_bbox: 0.1846 loss_giou: 0.3256 loss_ce_0: 0.4874 loss_bbox_0: 0.2946 loss_giou_0: 0.4874 loss_ce_1: 0.3836 loss_bbox_1: 0.2134 loss_giou_1: 0.3703 loss_ce_2: 0.3174 loss_bbox_2: 0.1958 loss_giou_2: 0.3496 loss_ce_3: 0.2827 loss_bbox_3: 0.1883 loss_giou_3: 0.3305 loss_ce_4: 0.2776 loss_bbox_4: 0.1823 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:15] d2.utils.events INFO: eta: 12:32:49 iter: 289599 total_loss: 5.193 loss_ce: 0.2479 loss_bbox: 0.1757 loss_giou: 0.3017 loss_ce_0: 0.4741 loss_bbox_0: 0.2928 loss_giou_0: 0.4958 loss_ce_1: 0.353 loss_bbox_1: 0.206 loss_giou_1: 0.3427 loss_ce_2: 0.3066 loss_bbox_2: 0.1901 loss_giou_2: 0.3179 loss_ce_3: 0.2726 loss_bbox_3: 0.1823 loss_giou_3: 0.3101 loss_ce_4: 0.2556 loss_bbox_4: 0.1753 loss_giou_4: 0.3035 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:21] d2.utils.events INFO: eta: 12:32:44 iter: 289619 total_loss: 5.043 loss_ce: 0.258 loss_bbox: 0.1658 loss_giou: 0.3071 loss_ce_0: 0.4573 loss_bbox_0: 0.2855 loss_giou_0: 0.4812 loss_ce_1: 0.3597 loss_bbox_1: 0.2003 loss_giou_1: 0.3609 loss_ce_2: 0.3045 loss_bbox_2: 0.1797 loss_giou_2: 0.3202 loss_ce_3: 0.271 loss_bbox_3: 0.1737 loss_giou_3: 0.3154 loss_ce_4: 0.2578 loss_bbox_4: 0.1655 loss_giou_4: 0.3086 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:27] d2.utils.events INFO: eta: 12:32:51 iter: 289639 total_loss: 5.692 loss_ce: 0.2848 loss_bbox: 0.1773 loss_giou: 0.339 loss_ce_0: 0.4983 loss_bbox_0: 0.3017 loss_giou_0: 0.5377 loss_ce_1: 0.4003 loss_bbox_1: 0.2137 loss_giou_1: 0.3964 loss_ce_2: 0.3386 loss_bbox_2: 0.1927 loss_giou_2: 0.3555 loss_ce_3: 0.3008 loss_bbox_3: 0.1874 loss_giou_3: 0.3507 loss_ce_4: 0.294 loss_bbox_4: 0.1784 loss_giou_4: 0.3431 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:32] d2.utils.events INFO: eta: 12:32:42 iter: 289659 total_loss: 5.369 loss_ce: 0.2509 loss_bbox: 0.1624 loss_giou: 0.3353 loss_ce_0: 0.4763 loss_bbox_0: 0.285 loss_giou_0: 0.5325 loss_ce_1: 0.3729 loss_bbox_1: 0.1908 loss_giou_1: 0.3797 loss_ce_2: 0.304 loss_bbox_2: 0.1689 loss_giou_2: 0.3488 loss_ce_3: 0.2747 loss_bbox_3: 0.1664 loss_giou_3: 0.3326 loss_ce_4: 0.2524 loss_bbox_4: 0.1628 loss_giou_4: 0.3344 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:38] d2.utils.events INFO: eta: 12:32:46 iter: 289679 total_loss: 5.432 loss_ce: 0.2733 loss_bbox: 0.1786 loss_giou: 0.331 loss_ce_0: 0.4874 loss_bbox_0: 0.3011 loss_giou_0: 0.5167 loss_ce_1: 0.3933 loss_bbox_1: 0.2062 loss_giou_1: 0.3753 loss_ce_2: 0.3263 loss_bbox_2: 0.1909 loss_giou_2: 0.3491 loss_ce_3: 0.288 loss_bbox_3: 0.1792 loss_giou_3: 0.3428 loss_ce_4: 0.2781 loss_bbox_4: 0.1783 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:44] d2.utils.events INFO: eta: 12:32:31 iter: 289699 total_loss: 5.296 loss_ce: 0.2696 loss_bbox: 0.1786 loss_giou: 0.3192 loss_ce_0: 0.4813 loss_bbox_0: 0.2907 loss_giou_0: 0.491 loss_ce_1: 0.3807 loss_bbox_1: 0.2078 loss_giou_1: 0.3588 loss_ce_2: 0.3132 loss_bbox_2: 0.1885 loss_giou_2: 0.3332 loss_ce_3: 0.2802 loss_bbox_3: 0.1837 loss_giou_3: 0.3298 loss_ce_4: 0.2753 loss_bbox_4: 0.1803 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:50] d2.utils.events INFO: eta: 12:32:09 iter: 289719 total_loss: 5.217 loss_ce: 0.2626 loss_bbox: 0.1643 loss_giou: 0.3043 loss_ce_0: 0.4892 loss_bbox_0: 0.2895 loss_giou_0: 0.4909 loss_ce_1: 0.3703 loss_bbox_1: 0.1926 loss_giou_1: 0.3471 loss_ce_2: 0.3099 loss_bbox_2: 0.1761 loss_giou_2: 0.3184 loss_ce_3: 0.2713 loss_bbox_3: 0.1694 loss_giou_3: 0.3093 loss_ce_4: 0.2617 loss_bbox_4: 0.166 loss_giou_4: 0.3031 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 12:50:55] d2.utils.events INFO: eta: 12:32:11 iter: 289739 total_loss: 5.402 loss_ce: 0.2624 loss_bbox: 0.1757 loss_giou: 0.344 loss_ce_0: 0.4897 loss_bbox_0: 0.2922 loss_giou_0: 0.5054 loss_ce_1: 0.3805 loss_bbox_1: 0.2044 loss_giou_1: 0.3885 loss_ce_2: 0.3155 loss_bbox_2: 0.1811 loss_giou_2: 0.3682 loss_ce_3: 0.2819 loss_bbox_3: 0.1781 loss_giou_3: 0.3514 loss_ce_4: 0.2712 loss_bbox_4: 0.1806 loss_giou_4: 0.3442 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:01] d2.utils.events INFO: eta: 12:32:14 iter: 289759 total_loss: 5.655 loss_ce: 0.2745 loss_bbox: 0.1638 loss_giou: 0.3311 loss_ce_0: 0.4895 loss_bbox_0: 0.291 loss_giou_0: 0.5239 loss_ce_1: 0.3698 loss_bbox_1: 0.1979 loss_giou_1: 0.3805 loss_ce_2: 0.3152 loss_bbox_2: 0.1726 loss_giou_2: 0.3529 loss_ce_3: 0.2886 loss_bbox_3: 0.1613 loss_giou_3: 0.3449 loss_ce_4: 0.2746 loss_bbox_4: 0.1594 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:07] d2.utils.events INFO: eta: 12:32:10 iter: 289779 total_loss: 5.264 loss_ce: 0.2414 loss_bbox: 0.1734 loss_giou: 0.3223 loss_ce_0: 0.4964 loss_bbox_0: 0.286 loss_giou_0: 0.4988 loss_ce_1: 0.3579 loss_bbox_1: 0.192 loss_giou_1: 0.38 loss_ce_2: 0.2946 loss_bbox_2: 0.1792 loss_giou_2: 0.3491 loss_ce_3: 0.2585 loss_bbox_3: 0.1723 loss_giou_3: 0.3383 loss_ce_4: 0.2437 loss_bbox_4: 0.177 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:12] d2.utils.events INFO: eta: 12:31:59 iter: 289799 total_loss: 5.574 loss_ce: 0.2788 loss_bbox: 0.1856 loss_giou: 0.3297 loss_ce_0: 0.4939 loss_bbox_0: 0.3092 loss_giou_0: 0.4882 loss_ce_1: 0.3922 loss_bbox_1: 0.2134 loss_giou_1: 0.3712 loss_ce_2: 0.3238 loss_bbox_2: 0.1954 loss_giou_2: 0.349 loss_ce_3: 0.2894 loss_bbox_3: 0.1875 loss_giou_3: 0.34 loss_ce_4: 0.277 loss_bbox_4: 0.1834 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:18] d2.utils.events INFO: eta: 12:31:41 iter: 289819 total_loss: 5.087 loss_ce: 0.2482 loss_bbox: 0.1704 loss_giou: 0.2944 loss_ce_0: 0.4695 loss_bbox_0: 0.2945 loss_giou_0: 0.4626 loss_ce_1: 0.3462 loss_bbox_1: 0.2032 loss_giou_1: 0.3422 loss_ce_2: 0.2922 loss_bbox_2: 0.1871 loss_giou_2: 0.3139 loss_ce_3: 0.2522 loss_bbox_3: 0.1815 loss_giou_3: 0.3099 loss_ce_4: 0.2457 loss_bbox_4: 0.1739 loss_giou_4: 0.2998 time: 0.2799 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:24] d2.utils.events INFO: eta: 12:31:31 iter: 289839 total_loss: 5.447 loss_ce: 0.265 loss_bbox: 0.1638 loss_giou: 0.3234 loss_ce_0: 0.4851 loss_bbox_0: 0.2869 loss_giou_0: 0.4845 loss_ce_1: 0.3808 loss_bbox_1: 0.1937 loss_giou_1: 0.3794 loss_ce_2: 0.3219 loss_bbox_2: 0.1823 loss_giou_2: 0.3479 loss_ce_3: 0.2847 loss_bbox_3: 0.174 loss_giou_3: 0.3321 loss_ce_4: 0.2635 loss_bbox_4: 0.1703 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:29] d2.utils.events INFO: eta: 12:31:30 iter: 289859 total_loss: 5.434 loss_ce: 0.2755 loss_bbox: 0.1765 loss_giou: 0.3245 loss_ce_0: 0.4638 loss_bbox_0: 0.2807 loss_giou_0: 0.5037 loss_ce_1: 0.3823 loss_bbox_1: 0.197 loss_giou_1: 0.3703 loss_ce_2: 0.3253 loss_bbox_2: 0.186 loss_giou_2: 0.3453 loss_ce_3: 0.2955 loss_bbox_3: 0.1832 loss_giou_3: 0.3385 loss_ce_4: 0.2754 loss_bbox_4: 0.1754 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:35] d2.utils.events INFO: eta: 12:31:36 iter: 289879 total_loss: 5.274 loss_ce: 0.2764 loss_bbox: 0.1685 loss_giou: 0.3151 loss_ce_0: 0.486 loss_bbox_0: 0.2921 loss_giou_0: 0.4993 loss_ce_1: 0.371 loss_bbox_1: 0.1956 loss_giou_1: 0.3707 loss_ce_2: 0.317 loss_bbox_2: 0.1779 loss_giou_2: 0.3337 loss_ce_3: 0.2897 loss_bbox_3: 0.1688 loss_giou_3: 0.3239 loss_ce_4: 0.2686 loss_bbox_4: 0.1694 loss_giou_4: 0.3178 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:41] d2.utils.events INFO: eta: 12:31:40 iter: 289899 total_loss: 5.433 loss_ce: 0.2668 loss_bbox: 0.1736 loss_giou: 0.3128 loss_ce_0: 0.4733 loss_bbox_0: 0.2881 loss_giou_0: 0.4973 loss_ce_1: 0.3584 loss_bbox_1: 0.207 loss_giou_1: 0.3649 loss_ce_2: 0.2955 loss_bbox_2: 0.1871 loss_giou_2: 0.332 loss_ce_3: 0.2808 loss_bbox_3: 0.1808 loss_giou_3: 0.3174 loss_ce_4: 0.2639 loss_bbox_4: 0.1749 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:47] d2.utils.events INFO: eta: 12:31:21 iter: 289919 total_loss: 5.856 loss_ce: 0.2803 loss_bbox: 0.1865 loss_giou: 0.3596 loss_ce_0: 0.482 loss_bbox_0: 0.3086 loss_giou_0: 0.5281 loss_ce_1: 0.3856 loss_bbox_1: 0.2213 loss_giou_1: 0.4074 loss_ce_2: 0.3301 loss_bbox_2: 0.197 loss_giou_2: 0.3836 loss_ce_3: 0.2865 loss_bbox_3: 0.1916 loss_giou_3: 0.3694 loss_ce_4: 0.2819 loss_bbox_4: 0.1887 loss_giou_4: 0.3619 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:52] d2.utils.events INFO: eta: 12:31:07 iter: 289939 total_loss: 5.45 loss_ce: 0.2621 loss_bbox: 0.1698 loss_giou: 0.3512 loss_ce_0: 0.4837 loss_bbox_0: 0.3001 loss_giou_0: 0.551 loss_ce_1: 0.3697 loss_bbox_1: 0.2054 loss_giou_1: 0.4101 loss_ce_2: 0.3177 loss_bbox_2: 0.1815 loss_giou_2: 0.3706 loss_ce_3: 0.2796 loss_bbox_3: 0.1762 loss_giou_3: 0.3629 loss_ce_4: 0.2658 loss_bbox_4: 0.1715 loss_giou_4: 0.3545 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 12:51:58] d2.utils.events INFO: eta: 12:31:02 iter: 289959 total_loss: 5.205 loss_ce: 0.2424 loss_bbox: 0.1801 loss_giou: 0.319 loss_ce_0: 0.478 loss_bbox_0: 0.297 loss_giou_0: 0.5138 loss_ce_1: 0.3702 loss_bbox_1: 0.2096 loss_giou_1: 0.3714 loss_ce_2: 0.2982 loss_bbox_2: 0.1976 loss_giou_2: 0.3403 loss_ce_3: 0.2619 loss_bbox_3: 0.1887 loss_giou_3: 0.3339 loss_ce_4: 0.2499 loss_bbox_4: 0.1868 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:04] d2.utils.events INFO: eta: 12:30:49 iter: 289979 total_loss: 5.7 loss_ce: 0.2582 loss_bbox: 0.1873 loss_giou: 0.3605 loss_ce_0: 0.4817 loss_bbox_0: 0.2901 loss_giou_0: 0.5359 loss_ce_1: 0.38 loss_bbox_1: 0.2086 loss_giou_1: 0.3978 loss_ce_2: 0.3099 loss_bbox_2: 0.1908 loss_giou_2: 0.3749 loss_ce_3: 0.272 loss_bbox_3: 0.1935 loss_giou_3: 0.3719 loss_ce_4: 0.2606 loss_bbox_4: 0.1886 loss_giou_4: 0.3617 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:09] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0289999.pth [11/03 12:52:11] d2.utils.events INFO: eta: 12:30:43 iter: 289999 total_loss: 5.399 loss_ce: 0.2489 loss_bbox: 0.1714 loss_giou: 0.318 loss_ce_0: 0.4766 loss_bbox_0: 0.3029 loss_giou_0: 0.5007 loss_ce_1: 0.3534 loss_bbox_1: 0.2029 loss_giou_1: 0.3617 loss_ce_2: 0.3127 loss_bbox_2: 0.191 loss_giou_2: 0.3337 loss_ce_3: 0.2611 loss_bbox_3: 0.1786 loss_giou_3: 0.3254 loss_ce_4: 0.2466 loss_bbox_4: 0.1731 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:17] d2.utils.events INFO: eta: 12:30:38 iter: 290019 total_loss: 5.369 loss_ce: 0.2627 loss_bbox: 0.1735 loss_giou: 0.3378 loss_ce_0: 0.4701 loss_bbox_0: 0.2931 loss_giou_0: 0.4919 loss_ce_1: 0.3653 loss_bbox_1: 0.2068 loss_giou_1: 0.3714 loss_ce_2: 0.3138 loss_bbox_2: 0.1814 loss_giou_2: 0.3472 loss_ce_3: 0.2756 loss_bbox_3: 0.1826 loss_giou_3: 0.3434 loss_ce_4: 0.261 loss_bbox_4: 0.1761 loss_giou_4: 0.338 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:23] d2.utils.events INFO: eta: 12:30:33 iter: 290039 total_loss: 5.451 loss_ce: 0.2741 loss_bbox: 0.1769 loss_giou: 0.3357 loss_ce_0: 0.4907 loss_bbox_0: 0.2974 loss_giou_0: 0.5079 loss_ce_1: 0.3873 loss_bbox_1: 0.2046 loss_giou_1: 0.3924 loss_ce_2: 0.3295 loss_bbox_2: 0.193 loss_giou_2: 0.3525 loss_ce_3: 0.2909 loss_bbox_3: 0.1852 loss_giou_3: 0.3437 loss_ce_4: 0.281 loss_bbox_4: 0.1747 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:28] d2.utils.events INFO: eta: 12:30:27 iter: 290059 total_loss: 5.495 loss_ce: 0.2711 loss_bbox: 0.1836 loss_giou: 0.3326 loss_ce_0: 0.4852 loss_bbox_0: 0.2973 loss_giou_0: 0.5254 loss_ce_1: 0.3722 loss_bbox_1: 0.2092 loss_giou_1: 0.3964 loss_ce_2: 0.3169 loss_bbox_2: 0.1961 loss_giou_2: 0.36 loss_ce_3: 0.2855 loss_bbox_3: 0.1931 loss_giou_3: 0.3401 loss_ce_4: 0.2677 loss_bbox_4: 0.1859 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:34] d2.utils.events INFO: eta: 12:30:18 iter: 290079 total_loss: 5.258 loss_ce: 0.2383 loss_bbox: 0.1735 loss_giou: 0.2879 loss_ce_0: 0.4799 loss_bbox_0: 0.295 loss_giou_0: 0.4526 loss_ce_1: 0.3615 loss_bbox_1: 0.2095 loss_giou_1: 0.3445 loss_ce_2: 0.3051 loss_bbox_2: 0.1901 loss_giou_2: 0.3215 loss_ce_3: 0.2552 loss_bbox_3: 0.182 loss_giou_3: 0.3077 loss_ce_4: 0.2429 loss_bbox_4: 0.1801 loss_giou_4: 0.2918 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:40] d2.utils.events INFO: eta: 12:30:06 iter: 290099 total_loss: 5.267 loss_ce: 0.2631 loss_bbox: 0.1737 loss_giou: 0.3044 loss_ce_0: 0.5063 loss_bbox_0: 0.3167 loss_giou_0: 0.4841 loss_ce_1: 0.3921 loss_bbox_1: 0.2031 loss_giou_1: 0.3408 loss_ce_2: 0.333 loss_bbox_2: 0.1833 loss_giou_2: 0.3169 loss_ce_3: 0.3014 loss_bbox_3: 0.1787 loss_giou_3: 0.3059 loss_ce_4: 0.2617 loss_bbox_4: 0.1715 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:45] d2.utils.events INFO: eta: 12:29:50 iter: 290119 total_loss: 5.589 loss_ce: 0.2759 loss_bbox: 0.1795 loss_giou: 0.3177 loss_ce_0: 0.4927 loss_bbox_0: 0.3136 loss_giou_0: 0.4948 loss_ce_1: 0.3801 loss_bbox_1: 0.2154 loss_giou_1: 0.3757 loss_ce_2: 0.3159 loss_bbox_2: 0.1905 loss_giou_2: 0.3392 loss_ce_3: 0.2979 loss_bbox_3: 0.1815 loss_giou_3: 0.3298 loss_ce_4: 0.2787 loss_bbox_4: 0.1818 loss_giou_4: 0.3228 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:51] d2.utils.events INFO: eta: 12:29:40 iter: 290139 total_loss: 5.256 loss_ce: 0.2712 loss_bbox: 0.1765 loss_giou: 0.3121 loss_ce_0: 0.4828 loss_bbox_0: 0.3011 loss_giou_0: 0.4878 loss_ce_1: 0.3687 loss_bbox_1: 0.2059 loss_giou_1: 0.3563 loss_ce_2: 0.303 loss_bbox_2: 0.1977 loss_giou_2: 0.3306 loss_ce_3: 0.2782 loss_bbox_3: 0.189 loss_giou_3: 0.3287 loss_ce_4: 0.2677 loss_bbox_4: 0.1844 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/03 12:52:57] d2.utils.events INFO: eta: 12:29:50 iter: 290159 total_loss: 5.42 loss_ce: 0.2457 loss_bbox: 0.1749 loss_giou: 0.3338 loss_ce_0: 0.4573 loss_bbox_0: 0.2865 loss_giou_0: 0.524 loss_ce_1: 0.3417 loss_bbox_1: 0.2022 loss_giou_1: 0.3869 loss_ce_2: 0.2978 loss_bbox_2: 0.1839 loss_giou_2: 0.3574 loss_ce_3: 0.2609 loss_bbox_3: 0.1846 loss_giou_3: 0.3448 loss_ce_4: 0.2497 loss_bbox_4: 0.1775 loss_giou_4: 0.3385 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:03] d2.utils.events INFO: eta: 12:29:34 iter: 290179 total_loss: 5.218 loss_ce: 0.2515 loss_bbox: 0.1573 loss_giou: 0.308 loss_ce_0: 0.4628 loss_bbox_0: 0.2865 loss_giou_0: 0.4887 loss_ce_1: 0.3521 loss_bbox_1: 0.189 loss_giou_1: 0.3492 loss_ce_2: 0.2904 loss_bbox_2: 0.1724 loss_giou_2: 0.3247 loss_ce_3: 0.2621 loss_bbox_3: 0.1634 loss_giou_3: 0.3197 loss_ce_4: 0.2496 loss_bbox_4: 0.1605 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:08] d2.utils.events INFO: eta: 12:29:29 iter: 290199 total_loss: 5.282 loss_ce: 0.252 loss_bbox: 0.1708 loss_giou: 0.3111 loss_ce_0: 0.4731 loss_bbox_0: 0.304 loss_giou_0: 0.5081 loss_ce_1: 0.3551 loss_bbox_1: 0.2073 loss_giou_1: 0.361 loss_ce_2: 0.294 loss_bbox_2: 0.1906 loss_giou_2: 0.3356 loss_ce_3: 0.2629 loss_bbox_3: 0.1821 loss_giou_3: 0.3223 loss_ce_4: 0.2528 loss_bbox_4: 0.1755 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:14] d2.utils.events INFO: eta: 12:29:24 iter: 290219 total_loss: 5.534 loss_ce: 0.2708 loss_bbox: 0.179 loss_giou: 0.3297 loss_ce_0: 0.482 loss_bbox_0: 0.3057 loss_giou_0: 0.4961 loss_ce_1: 0.3668 loss_bbox_1: 0.2175 loss_giou_1: 0.3744 loss_ce_2: 0.3116 loss_bbox_2: 0.1989 loss_giou_2: 0.3522 loss_ce_3: 0.2808 loss_bbox_3: 0.1942 loss_giou_3: 0.3448 loss_ce_4: 0.27 loss_bbox_4: 0.1888 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:19] d2.utils.events INFO: eta: 12:29:18 iter: 290239 total_loss: 5.336 loss_ce: 0.2619 loss_bbox: 0.1717 loss_giou: 0.3198 loss_ce_0: 0.4885 loss_bbox_0: 0.3053 loss_giou_0: 0.4796 loss_ce_1: 0.3798 loss_bbox_1: 0.2126 loss_giou_1: 0.3684 loss_ce_2: 0.3115 loss_bbox_2: 0.1876 loss_giou_2: 0.3447 loss_ce_3: 0.2733 loss_bbox_3: 0.1809 loss_giou_3: 0.3341 loss_ce_4: 0.2646 loss_bbox_4: 0.1761 loss_giou_4: 0.3245 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:25] d2.utils.events INFO: eta: 12:29:33 iter: 290259 total_loss: 5.315 loss_ce: 0.2557 loss_bbox: 0.1648 loss_giou: 0.3273 loss_ce_0: 0.4736 loss_bbox_0: 0.2988 loss_giou_0: 0.5131 loss_ce_1: 0.3636 loss_bbox_1: 0.1999 loss_giou_1: 0.3816 loss_ce_2: 0.3094 loss_bbox_2: 0.1839 loss_giou_2: 0.3505 loss_ce_3: 0.2728 loss_bbox_3: 0.1747 loss_giou_3: 0.3315 loss_ce_4: 0.2642 loss_bbox_4: 0.1636 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:31] d2.utils.events INFO: eta: 12:29:24 iter: 290279 total_loss: 5.246 loss_ce: 0.2568 loss_bbox: 0.1682 loss_giou: 0.2854 loss_ce_0: 0.4865 loss_bbox_0: 0.299 loss_giou_0: 0.4543 loss_ce_1: 0.3729 loss_bbox_1: 0.1976 loss_giou_1: 0.3355 loss_ce_2: 0.3091 loss_bbox_2: 0.176 loss_giou_2: 0.3093 loss_ce_3: 0.2745 loss_bbox_3: 0.1748 loss_giou_3: 0.2932 loss_ce_4: 0.2651 loss_bbox_4: 0.1662 loss_giou_4: 0.2888 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:37] d2.utils.events INFO: eta: 12:29:30 iter: 290299 total_loss: 5.833 loss_ce: 0.2814 loss_bbox: 0.1859 loss_giou: 0.3597 loss_ce_0: 0.4927 loss_bbox_0: 0.304 loss_giou_0: 0.5495 loss_ce_1: 0.3866 loss_bbox_1: 0.2146 loss_giou_1: 0.401 loss_ce_2: 0.3279 loss_bbox_2: 0.1966 loss_giou_2: 0.3779 loss_ce_3: 0.2981 loss_bbox_3: 0.1874 loss_giou_3: 0.3647 loss_ce_4: 0.2821 loss_bbox_4: 0.1872 loss_giou_4: 0.3585 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:42] d2.utils.events INFO: eta: 12:29:44 iter: 290319 total_loss: 5.4 loss_ce: 0.2585 loss_bbox: 0.1744 loss_giou: 0.3148 loss_ce_0: 0.4797 loss_bbox_0: 0.2926 loss_giou_0: 0.5044 loss_ce_1: 0.368 loss_bbox_1: 0.2031 loss_giou_1: 0.3724 loss_ce_2: 0.301 loss_bbox_2: 0.1846 loss_giou_2: 0.3344 loss_ce_3: 0.2734 loss_bbox_3: 0.1825 loss_giou_3: 0.3251 loss_ce_4: 0.2562 loss_bbox_4: 0.1808 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:48] d2.utils.events INFO: eta: 12:29:27 iter: 290339 total_loss: 5.477 loss_ce: 0.2724 loss_bbox: 0.1796 loss_giou: 0.3215 loss_ce_0: 0.4835 loss_bbox_0: 0.2974 loss_giou_0: 0.495 loss_ce_1: 0.3694 loss_bbox_1: 0.2077 loss_giou_1: 0.3652 loss_ce_2: 0.3083 loss_bbox_2: 0.1874 loss_giou_2: 0.3398 loss_ce_3: 0.2778 loss_bbox_3: 0.1846 loss_giou_3: 0.3308 loss_ce_4: 0.2781 loss_bbox_4: 0.1815 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:54] d2.utils.events INFO: eta: 12:29:53 iter: 290359 total_loss: 5.499 loss_ce: 0.2662 loss_bbox: 0.1642 loss_giou: 0.342 loss_ce_0: 0.4944 loss_bbox_0: 0.2905 loss_giou_0: 0.5279 loss_ce_1: 0.3874 loss_bbox_1: 0.196 loss_giou_1: 0.3901 loss_ce_2: 0.3189 loss_bbox_2: 0.1733 loss_giou_2: 0.3597 loss_ce_3: 0.2919 loss_bbox_3: 0.1657 loss_giou_3: 0.3513 loss_ce_4: 0.2733 loss_bbox_4: 0.1634 loss_giou_4: 0.3458 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 12:53:59] d2.utils.events INFO: eta: 12:29:49 iter: 290379 total_loss: 5.15 loss_ce: 0.2704 loss_bbox: 0.1725 loss_giou: 0.3048 loss_ce_0: 0.4854 loss_bbox_0: 0.3034 loss_giou_0: 0.4832 loss_ce_1: 0.373 loss_bbox_1: 0.2047 loss_giou_1: 0.3527 loss_ce_2: 0.3201 loss_bbox_2: 0.1825 loss_giou_2: 0.323 loss_ce_3: 0.2843 loss_bbox_3: 0.1792 loss_giou_3: 0.3165 loss_ce_4: 0.2699 loss_bbox_4: 0.174 loss_giou_4: 0.3061 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:05] d2.utils.events INFO: eta: 12:29:48 iter: 290399 total_loss: 5.077 loss_ce: 0.2551 loss_bbox: 0.1599 loss_giou: 0.3131 loss_ce_0: 0.4796 loss_bbox_0: 0.2864 loss_giou_0: 0.5032 loss_ce_1: 0.3585 loss_bbox_1: 0.1896 loss_giou_1: 0.3559 loss_ce_2: 0.2933 loss_bbox_2: 0.1724 loss_giou_2: 0.3221 loss_ce_3: 0.2606 loss_bbox_3: 0.1729 loss_giou_3: 0.3173 loss_ce_4: 0.2581 loss_bbox_4: 0.1639 loss_giou_4: 0.314 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:11] d2.utils.events INFO: eta: 12:29:48 iter: 290419 total_loss: 5.304 loss_ce: 0.2534 loss_bbox: 0.1702 loss_giou: 0.3321 loss_ce_0: 0.4605 loss_bbox_0: 0.2868 loss_giou_0: 0.4981 loss_ce_1: 0.357 loss_bbox_1: 0.209 loss_giou_1: 0.3709 loss_ce_2: 0.2886 loss_bbox_2: 0.1891 loss_giou_2: 0.3562 loss_ce_3: 0.269 loss_bbox_3: 0.1789 loss_giou_3: 0.3439 loss_ce_4: 0.254 loss_bbox_4: 0.17 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:17] d2.utils.events INFO: eta: 12:29:32 iter: 290439 total_loss: 5.504 loss_ce: 0.2644 loss_bbox: 0.179 loss_giou: 0.3261 loss_ce_0: 0.4802 loss_bbox_0: 0.3058 loss_giou_0: 0.481 loss_ce_1: 0.3585 loss_bbox_1: 0.2061 loss_giou_1: 0.3756 loss_ce_2: 0.3049 loss_bbox_2: 0.1909 loss_giou_2: 0.3383 loss_ce_3: 0.2685 loss_bbox_3: 0.1883 loss_giou_3: 0.3275 loss_ce_4: 0.2655 loss_bbox_4: 0.183 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:22] d2.utils.events INFO: eta: 12:29:27 iter: 290459 total_loss: 5.231 loss_ce: 0.2513 loss_bbox: 0.1678 loss_giou: 0.3276 loss_ce_0: 0.4827 loss_bbox_0: 0.2905 loss_giou_0: 0.4931 loss_ce_1: 0.3775 loss_bbox_1: 0.1999 loss_giou_1: 0.3716 loss_ce_2: 0.3045 loss_bbox_2: 0.1793 loss_giou_2: 0.3455 loss_ce_3: 0.2635 loss_bbox_3: 0.1748 loss_giou_3: 0.3355 loss_ce_4: 0.2529 loss_bbox_4: 0.1736 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:28] d2.utils.events INFO: eta: 12:29:25 iter: 290479 total_loss: 5.479 loss_ce: 0.2675 loss_bbox: 0.1687 loss_giou: 0.339 loss_ce_0: 0.4864 loss_bbox_0: 0.2927 loss_giou_0: 0.5108 loss_ce_1: 0.382 loss_bbox_1: 0.1988 loss_giou_1: 0.3846 loss_ce_2: 0.304 loss_bbox_2: 0.1854 loss_giou_2: 0.3531 loss_ce_3: 0.269 loss_bbox_3: 0.1773 loss_giou_3: 0.3499 loss_ce_4: 0.2672 loss_bbox_4: 0.1719 loss_giou_4: 0.344 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:34] d2.utils.events INFO: eta: 12:29:20 iter: 290499 total_loss: 5.666 loss_ce: 0.2792 loss_bbox: 0.1782 loss_giou: 0.3434 loss_ce_0: 0.473 loss_bbox_0: 0.3028 loss_giou_0: 0.518 loss_ce_1: 0.3783 loss_bbox_1: 0.2171 loss_giou_1: 0.4016 loss_ce_2: 0.329 loss_bbox_2: 0.1895 loss_giou_2: 0.3662 loss_ce_3: 0.295 loss_bbox_3: 0.1869 loss_giou_3: 0.3644 loss_ce_4: 0.2877 loss_bbox_4: 0.1834 loss_giou_4: 0.3519 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:39] d2.utils.events INFO: eta: 12:29:14 iter: 290519 total_loss: 5.533 loss_ce: 0.2809 loss_bbox: 0.1712 loss_giou: 0.3311 loss_ce_0: 0.4804 loss_bbox_0: 0.2922 loss_giou_0: 0.532 loss_ce_1: 0.3872 loss_bbox_1: 0.2074 loss_giou_1: 0.3858 loss_ce_2: 0.334 loss_bbox_2: 0.1799 loss_giou_2: 0.3497 loss_ce_3: 0.297 loss_bbox_3: 0.1753 loss_giou_3: 0.3398 loss_ce_4: 0.2874 loss_bbox_4: 0.1737 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:45] d2.utils.events INFO: eta: 12:29:04 iter: 290539 total_loss: 5.365 loss_ce: 0.2557 loss_bbox: 0.1719 loss_giou: 0.3357 loss_ce_0: 0.4645 loss_bbox_0: 0.3034 loss_giou_0: 0.4974 loss_ce_1: 0.354 loss_bbox_1: 0.1983 loss_giou_1: 0.376 loss_ce_2: 0.3039 loss_bbox_2: 0.1869 loss_giou_2: 0.3448 loss_ce_3: 0.271 loss_bbox_3: 0.1758 loss_giou_3: 0.3453 loss_ce_4: 0.2617 loss_bbox_4: 0.1722 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:51] d2.utils.events INFO: eta: 12:28:58 iter: 290559 total_loss: 5.168 loss_ce: 0.26 loss_bbox: 0.1611 loss_giou: 0.3096 loss_ce_0: 0.4699 loss_bbox_0: 0.2823 loss_giou_0: 0.4884 loss_ce_1: 0.3659 loss_bbox_1: 0.1954 loss_giou_1: 0.3616 loss_ce_2: 0.309 loss_bbox_2: 0.1797 loss_giou_2: 0.3281 loss_ce_3: 0.2761 loss_bbox_3: 0.1689 loss_giou_3: 0.3169 loss_ce_4: 0.2638 loss_bbox_4: 0.1644 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 12:54:56] d2.utils.events INFO: eta: 12:28:52 iter: 290579 total_loss: 5.369 loss_ce: 0.2509 loss_bbox: 0.1635 loss_giou: 0.3298 loss_ce_0: 0.4926 loss_bbox_0: 0.2865 loss_giou_0: 0.4943 loss_ce_1: 0.3742 loss_bbox_1: 0.2017 loss_giou_1: 0.3651 loss_ce_2: 0.3153 loss_bbox_2: 0.1811 loss_giou_2: 0.342 loss_ce_3: 0.2711 loss_bbox_3: 0.1743 loss_giou_3: 0.3369 loss_ce_4: 0.2487 loss_bbox_4: 0.1646 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:02] d2.utils.events INFO: eta: 12:28:52 iter: 290599 total_loss: 5.696 loss_ce: 0.2666 loss_bbox: 0.175 loss_giou: 0.3362 loss_ce_0: 0.5088 loss_bbox_0: 0.3091 loss_giou_0: 0.512 loss_ce_1: 0.3897 loss_bbox_1: 0.2004 loss_giou_1: 0.3881 loss_ce_2: 0.3191 loss_bbox_2: 0.1876 loss_giou_2: 0.3631 loss_ce_3: 0.2894 loss_bbox_3: 0.1832 loss_giou_3: 0.3524 loss_ce_4: 0.2771 loss_bbox_4: 0.1793 loss_giou_4: 0.3481 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:08] d2.utils.events INFO: eta: 12:28:41 iter: 290619 total_loss: 5.183 loss_ce: 0.251 loss_bbox: 0.1601 loss_giou: 0.3293 loss_ce_0: 0.4732 loss_bbox_0: 0.2819 loss_giou_0: 0.5055 loss_ce_1: 0.3781 loss_bbox_1: 0.1911 loss_giou_1: 0.3661 loss_ce_2: 0.3053 loss_bbox_2: 0.1712 loss_giou_2: 0.34 loss_ce_3: 0.2687 loss_bbox_3: 0.1671 loss_giou_3: 0.3336 loss_ce_4: 0.2555 loss_bbox_4: 0.1591 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:13] d2.utils.events INFO: eta: 12:28:11 iter: 290639 total_loss: 5.37 loss_ce: 0.263 loss_bbox: 0.177 loss_giou: 0.3233 loss_ce_0: 0.4875 loss_bbox_0: 0.2908 loss_giou_0: 0.4899 loss_ce_1: 0.3779 loss_bbox_1: 0.2031 loss_giou_1: 0.3604 loss_ce_2: 0.3063 loss_bbox_2: 0.1836 loss_giou_2: 0.3335 loss_ce_3: 0.2757 loss_bbox_3: 0.1777 loss_giou_3: 0.321 loss_ce_4: 0.264 loss_bbox_4: 0.1801 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:19] d2.utils.events INFO: eta: 12:28:11 iter: 290659 total_loss: 5.462 loss_ce: 0.2546 loss_bbox: 0.1727 loss_giou: 0.3333 loss_ce_0: 0.4823 loss_bbox_0: 0.2974 loss_giou_0: 0.524 loss_ce_1: 0.371 loss_bbox_1: 0.1998 loss_giou_1: 0.3842 loss_ce_2: 0.3146 loss_bbox_2: 0.1857 loss_giou_2: 0.357 loss_ce_3: 0.2719 loss_bbox_3: 0.1764 loss_giou_3: 0.3461 loss_ce_4: 0.2541 loss_bbox_4: 0.1721 loss_giou_4: 0.3361 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:25] d2.utils.events INFO: eta: 12:28:07 iter: 290679 total_loss: 5.407 loss_ce: 0.2682 loss_bbox: 0.1753 loss_giou: 0.318 loss_ce_0: 0.5006 loss_bbox_0: 0.3024 loss_giou_0: 0.5092 loss_ce_1: 0.3891 loss_bbox_1: 0.2162 loss_giou_1: 0.367 loss_ce_2: 0.3292 loss_bbox_2: 0.1837 loss_giou_2: 0.3381 loss_ce_3: 0.2934 loss_bbox_3: 0.1811 loss_giou_3: 0.3262 loss_ce_4: 0.2754 loss_bbox_4: 0.1758 loss_giou_4: 0.3184 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:31] d2.utils.events INFO: eta: 12:28:08 iter: 290699 total_loss: 5.414 loss_ce: 0.2625 loss_bbox: 0.176 loss_giou: 0.323 loss_ce_0: 0.4692 loss_bbox_0: 0.3009 loss_giou_0: 0.4949 loss_ce_1: 0.3757 loss_bbox_1: 0.2114 loss_giou_1: 0.3646 loss_ce_2: 0.3151 loss_bbox_2: 0.1926 loss_giou_2: 0.342 loss_ce_3: 0.28 loss_bbox_3: 0.1825 loss_giou_3: 0.3324 loss_ce_4: 0.2607 loss_bbox_4: 0.1804 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:36] d2.utils.events INFO: eta: 12:28:07 iter: 290719 total_loss: 5.516 loss_ce: 0.2592 loss_bbox: 0.1806 loss_giou: 0.3323 loss_ce_0: 0.4757 loss_bbox_0: 0.2962 loss_giou_0: 0.5036 loss_ce_1: 0.3745 loss_bbox_1: 0.2007 loss_giou_1: 0.3849 loss_ce_2: 0.3171 loss_bbox_2: 0.1914 loss_giou_2: 0.3541 loss_ce_3: 0.2757 loss_bbox_3: 0.1855 loss_giou_3: 0.3484 loss_ce_4: 0.263 loss_bbox_4: 0.1796 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:42] d2.utils.events INFO: eta: 12:27:48 iter: 290739 total_loss: 5.319 loss_ce: 0.2587 loss_bbox: 0.1516 loss_giou: 0.3201 loss_ce_0: 0.4833 loss_bbox_0: 0.2914 loss_giou_0: 0.5151 loss_ce_1: 0.3732 loss_bbox_1: 0.1956 loss_giou_1: 0.3721 loss_ce_2: 0.304 loss_bbox_2: 0.1711 loss_giou_2: 0.3369 loss_ce_3: 0.2607 loss_bbox_3: 0.1571 loss_giou_3: 0.3314 loss_ce_4: 0.2617 loss_bbox_4: 0.1537 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:48] d2.utils.events INFO: eta: 12:27:43 iter: 290759 total_loss: 5.554 loss_ce: 0.2758 loss_bbox: 0.1751 loss_giou: 0.3281 loss_ce_0: 0.4908 loss_bbox_0: 0.3067 loss_giou_0: 0.4986 loss_ce_1: 0.3825 loss_bbox_1: 0.2131 loss_giou_1: 0.3799 loss_ce_2: 0.3248 loss_bbox_2: 0.1878 loss_giou_2: 0.3543 loss_ce_3: 0.2902 loss_bbox_3: 0.189 loss_giou_3: 0.3479 loss_ce_4: 0.2728 loss_bbox_4: 0.1798 loss_giou_4: 0.3383 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:53] d2.utils.events INFO: eta: 12:27:45 iter: 290779 total_loss: 5.393 loss_ce: 0.2699 loss_bbox: 0.173 loss_giou: 0.3218 loss_ce_0: 0.4742 loss_bbox_0: 0.2929 loss_giou_0: 0.5192 loss_ce_1: 0.3726 loss_bbox_1: 0.203 loss_giou_1: 0.3646 loss_ce_2: 0.3155 loss_bbox_2: 0.1885 loss_giou_2: 0.341 loss_ce_3: 0.2808 loss_bbox_3: 0.1807 loss_giou_3: 0.3293 loss_ce_4: 0.2615 loss_bbox_4: 0.1744 loss_giou_4: 0.3238 time: 0.2799 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 12:55:59] d2.utils.events INFO: eta: 12:27:46 iter: 290799 total_loss: 5.434 loss_ce: 0.2827 loss_bbox: 0.1853 loss_giou: 0.3306 loss_ce_0: 0.4847 loss_bbox_0: 0.2935 loss_giou_0: 0.5003 loss_ce_1: 0.3772 loss_bbox_1: 0.2121 loss_giou_1: 0.3732 loss_ce_2: 0.3184 loss_bbox_2: 0.1932 loss_giou_2: 0.3466 loss_ce_3: 0.2871 loss_bbox_3: 0.1905 loss_giou_3: 0.3372 loss_ce_4: 0.2809 loss_bbox_4: 0.1888 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:05] d2.utils.events INFO: eta: 12:27:50 iter: 290819 total_loss: 5.526 loss_ce: 0.2602 loss_bbox: 0.1637 loss_giou: 0.3491 loss_ce_0: 0.4689 loss_bbox_0: 0.2878 loss_giou_0: 0.5416 loss_ce_1: 0.3721 loss_bbox_1: 0.2001 loss_giou_1: 0.4003 loss_ce_2: 0.3165 loss_bbox_2: 0.1752 loss_giou_2: 0.3663 loss_ce_3: 0.2785 loss_bbox_3: 0.169 loss_giou_3: 0.353 loss_ce_4: 0.2655 loss_bbox_4: 0.1685 loss_giou_4: 0.3499 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:10] d2.utils.events INFO: eta: 12:27:39 iter: 290839 total_loss: 5.079 loss_ce: 0.2411 loss_bbox: 0.1819 loss_giou: 0.3144 loss_ce_0: 0.465 loss_bbox_0: 0.2893 loss_giou_0: 0.4688 loss_ce_1: 0.349 loss_bbox_1: 0.2112 loss_giou_1: 0.3536 loss_ce_2: 0.2901 loss_bbox_2: 0.1909 loss_giou_2: 0.3246 loss_ce_3: 0.2516 loss_bbox_3: 0.1876 loss_giou_3: 0.3166 loss_ce_4: 0.2506 loss_bbox_4: 0.1834 loss_giou_4: 0.3145 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:16] d2.utils.events INFO: eta: 12:27:34 iter: 290859 total_loss: 5.463 loss_ce: 0.2661 loss_bbox: 0.1682 loss_giou: 0.3287 loss_ce_0: 0.48 loss_bbox_0: 0.3118 loss_giou_0: 0.5189 loss_ce_1: 0.3884 loss_bbox_1: 0.2127 loss_giou_1: 0.3765 loss_ce_2: 0.3229 loss_bbox_2: 0.188 loss_giou_2: 0.3466 loss_ce_3: 0.2878 loss_bbox_3: 0.1792 loss_giou_3: 0.3349 loss_ce_4: 0.2723 loss_bbox_4: 0.1719 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:22] d2.utils.events INFO: eta: 12:27:28 iter: 290879 total_loss: 5.318 loss_ce: 0.2564 loss_bbox: 0.1771 loss_giou: 0.3218 loss_ce_0: 0.4755 loss_bbox_0: 0.2981 loss_giou_0: 0.4924 loss_ce_1: 0.3515 loss_bbox_1: 0.2124 loss_giou_1: 0.3732 loss_ce_2: 0.3038 loss_bbox_2: 0.187 loss_giou_2: 0.3398 loss_ce_3: 0.2616 loss_bbox_3: 0.1836 loss_giou_3: 0.3256 loss_ce_4: 0.256 loss_bbox_4: 0.178 loss_giou_4: 0.3259 time: 0.2799 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:28] d2.utils.events INFO: eta: 12:27:14 iter: 290899 total_loss: 5.632 loss_ce: 0.2873 loss_bbox: 0.173 loss_giou: 0.3259 loss_ce_0: 0.4788 loss_bbox_0: 0.2918 loss_giou_0: 0.5198 loss_ce_1: 0.3783 loss_bbox_1: 0.2107 loss_giou_1: 0.3755 loss_ce_2: 0.3193 loss_bbox_2: 0.185 loss_giou_2: 0.3454 loss_ce_3: 0.2972 loss_bbox_3: 0.1758 loss_giou_3: 0.3357 loss_ce_4: 0.2921 loss_bbox_4: 0.1734 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:33] d2.utils.events INFO: eta: 12:27:12 iter: 290919 total_loss: 5.078 loss_ce: 0.2334 loss_bbox: 0.1713 loss_giou: 0.3148 loss_ce_0: 0.4831 loss_bbox_0: 0.2898 loss_giou_0: 0.4746 loss_ce_1: 0.3657 loss_bbox_1: 0.2012 loss_giou_1: 0.3517 loss_ce_2: 0.3004 loss_bbox_2: 0.184 loss_giou_2: 0.3197 loss_ce_3: 0.2562 loss_bbox_3: 0.1773 loss_giou_3: 0.3229 loss_ce_4: 0.2364 loss_bbox_4: 0.1728 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:39] d2.utils.events INFO: eta: 12:27:03 iter: 290939 total_loss: 5.399 loss_ce: 0.2493 loss_bbox: 0.1697 loss_giou: 0.3315 loss_ce_0: 0.4897 loss_bbox_0: 0.2964 loss_giou_0: 0.4915 loss_ce_1: 0.3718 loss_bbox_1: 0.2042 loss_giou_1: 0.3742 loss_ce_2: 0.3134 loss_bbox_2: 0.1843 loss_giou_2: 0.3405 loss_ce_3: 0.27 loss_bbox_3: 0.1765 loss_giou_3: 0.3421 loss_ce_4: 0.2474 loss_bbox_4: 0.1707 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:45] d2.utils.events INFO: eta: 12:26:55 iter: 290959 total_loss: 5.535 loss_ce: 0.2651 loss_bbox: 0.1892 loss_giou: 0.329 loss_ce_0: 0.483 loss_bbox_0: 0.3228 loss_giou_0: 0.5041 loss_ce_1: 0.3839 loss_bbox_1: 0.2235 loss_giou_1: 0.3819 loss_ce_2: 0.3219 loss_bbox_2: 0.1987 loss_giou_2: 0.348 loss_ce_3: 0.2783 loss_bbox_3: 0.192 loss_giou_3: 0.3363 loss_ce_4: 0.2708 loss_bbox_4: 0.1898 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:50] d2.utils.events INFO: eta: 12:27:00 iter: 290979 total_loss: 5.524 loss_ce: 0.2816 loss_bbox: 0.1721 loss_giou: 0.3186 loss_ce_0: 0.4766 loss_bbox_0: 0.2999 loss_giou_0: 0.5012 loss_ce_1: 0.3785 loss_bbox_1: 0.1965 loss_giou_1: 0.3676 loss_ce_2: 0.3158 loss_bbox_2: 0.1786 loss_giou_2: 0.3385 loss_ce_3: 0.2922 loss_bbox_3: 0.1732 loss_giou_3: 0.3282 loss_ce_4: 0.2753 loss_bbox_4: 0.174 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 12:56:56] d2.utils.events INFO: eta: 12:27:04 iter: 290999 total_loss: 5.789 loss_ce: 0.2777 loss_bbox: 0.1829 loss_giou: 0.3476 loss_ce_0: 0.4926 loss_bbox_0: 0.3061 loss_giou_0: 0.5051 loss_ce_1: 0.3755 loss_bbox_1: 0.214 loss_giou_1: 0.3915 loss_ce_2: 0.3068 loss_bbox_2: 0.1893 loss_giou_2: 0.3692 loss_ce_3: 0.2887 loss_bbox_3: 0.1884 loss_giou_3: 0.3597 loss_ce_4: 0.2818 loss_bbox_4: 0.1853 loss_giou_4: 0.3516 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:02] d2.utils.events INFO: eta: 12:26:58 iter: 291019 total_loss: 5.263 loss_ce: 0.2553 loss_bbox: 0.176 loss_giou: 0.313 loss_ce_0: 0.4882 loss_bbox_0: 0.3054 loss_giou_0: 0.5156 loss_ce_1: 0.3836 loss_bbox_1: 0.2047 loss_giou_1: 0.3635 loss_ce_2: 0.3123 loss_bbox_2: 0.1895 loss_giou_2: 0.3316 loss_ce_3: 0.2772 loss_bbox_3: 0.181 loss_giou_3: 0.316 loss_ce_4: 0.2608 loss_bbox_4: 0.1769 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:07] d2.utils.events INFO: eta: 12:26:43 iter: 291039 total_loss: 5.287 loss_ce: 0.2408 loss_bbox: 0.1824 loss_giou: 0.3101 loss_ce_0: 0.4737 loss_bbox_0: 0.2985 loss_giou_0: 0.4971 loss_ce_1: 0.3618 loss_bbox_1: 0.2056 loss_giou_1: 0.3529 loss_ce_2: 0.2974 loss_bbox_2: 0.1952 loss_giou_2: 0.3245 loss_ce_3: 0.2601 loss_bbox_3: 0.1902 loss_giou_3: 0.3186 loss_ce_4: 0.2477 loss_bbox_4: 0.188 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:13] d2.utils.events INFO: eta: 12:26:42 iter: 291059 total_loss: 5.378 loss_ce: 0.2628 loss_bbox: 0.1657 loss_giou: 0.3113 loss_ce_0: 0.4826 loss_bbox_0: 0.2956 loss_giou_0: 0.5009 loss_ce_1: 0.3809 loss_bbox_1: 0.1962 loss_giou_1: 0.3654 loss_ce_2: 0.3111 loss_bbox_2: 0.1798 loss_giou_2: 0.3313 loss_ce_3: 0.2671 loss_bbox_3: 0.1765 loss_giou_3: 0.3271 loss_ce_4: 0.2586 loss_bbox_4: 0.1719 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0175 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:19] d2.utils.events INFO: eta: 12:26:41 iter: 291079 total_loss: 5.219 loss_ce: 0.2667 loss_bbox: 0.1748 loss_giou: 0.2922 loss_ce_0: 0.4666 loss_bbox_0: 0.2913 loss_giou_0: 0.4535 loss_ce_1: 0.3652 loss_bbox_1: 0.2068 loss_giou_1: 0.3306 loss_ce_2: 0.3099 loss_bbox_2: 0.1873 loss_giou_2: 0.3087 loss_ce_3: 0.2769 loss_bbox_3: 0.1819 loss_giou_3: 0.2979 loss_ce_4: 0.2581 loss_bbox_4: 0.1736 loss_giou_4: 0.2954 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:24] d2.utils.events INFO: eta: 12:26:26 iter: 291099 total_loss: 5.326 loss_ce: 0.2774 loss_bbox: 0.1748 loss_giou: 0.3098 loss_ce_0: 0.4925 loss_bbox_0: 0.2892 loss_giou_0: 0.4665 loss_ce_1: 0.3905 loss_bbox_1: 0.218 loss_giou_1: 0.3422 loss_ce_2: 0.3138 loss_bbox_2: 0.1912 loss_giou_2: 0.3269 loss_ce_3: 0.3045 loss_bbox_3: 0.1794 loss_giou_3: 0.3144 loss_ce_4: 0.28 loss_bbox_4: 0.1742 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:30] d2.utils.events INFO: eta: 12:26:40 iter: 291119 total_loss: 5.777 loss_ce: 0.2875 loss_bbox: 0.1782 loss_giou: 0.3491 loss_ce_0: 0.5023 loss_bbox_0: 0.2997 loss_giou_0: 0.5207 loss_ce_1: 0.3921 loss_bbox_1: 0.2088 loss_giou_1: 0.3992 loss_ce_2: 0.3259 loss_bbox_2: 0.188 loss_giou_2: 0.3628 loss_ce_3: 0.2933 loss_bbox_3: 0.1876 loss_giou_3: 0.3554 loss_ce_4: 0.2854 loss_bbox_4: 0.183 loss_giou_4: 0.3505 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:36] d2.utils.events INFO: eta: 12:26:56 iter: 291139 total_loss: 5.552 loss_ce: 0.2637 loss_bbox: 0.1888 loss_giou: 0.3249 loss_ce_0: 0.4747 loss_bbox_0: 0.3037 loss_giou_0: 0.4932 loss_ce_1: 0.3772 loss_bbox_1: 0.2142 loss_giou_1: 0.3703 loss_ce_2: 0.313 loss_bbox_2: 0.2022 loss_giou_2: 0.3462 loss_ce_3: 0.285 loss_bbox_3: 0.1874 loss_giou_3: 0.3354 loss_ce_4: 0.2703 loss_bbox_4: 0.1823 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:42] d2.utils.events INFO: eta: 12:26:45 iter: 291159 total_loss: 5.556 loss_ce: 0.2663 loss_bbox: 0.1932 loss_giou: 0.3423 loss_ce_0: 0.4863 loss_bbox_0: 0.3169 loss_giou_0: 0.5051 loss_ce_1: 0.3844 loss_bbox_1: 0.2249 loss_giou_1: 0.3828 loss_ce_2: 0.3237 loss_bbox_2: 0.2015 loss_giou_2: 0.3557 loss_ce_3: 0.2904 loss_bbox_3: 0.1929 loss_giou_3: 0.3429 loss_ce_4: 0.2704 loss_bbox_4: 0.195 loss_giou_4: 0.3411 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:47] d2.utils.events INFO: eta: 12:26:45 iter: 291179 total_loss: 5.547 loss_ce: 0.2667 loss_bbox: 0.1653 loss_giou: 0.3321 loss_ce_0: 0.4871 loss_bbox_0: 0.2949 loss_giou_0: 0.5157 loss_ce_1: 0.3757 loss_bbox_1: 0.2011 loss_giou_1: 0.3832 loss_ce_2: 0.3188 loss_bbox_2: 0.1855 loss_giou_2: 0.3561 loss_ce_3: 0.2789 loss_bbox_3: 0.1746 loss_giou_3: 0.3453 loss_ce_4: 0.2679 loss_bbox_4: 0.1687 loss_giou_4: 0.3395 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:53] d2.utils.events INFO: eta: 12:26:54 iter: 291199 total_loss: 5.493 loss_ce: 0.2507 loss_bbox: 0.1795 loss_giou: 0.3398 loss_ce_0: 0.4933 loss_bbox_0: 0.3065 loss_giou_0: 0.5128 loss_ce_1: 0.3784 loss_bbox_1: 0.2156 loss_giou_1: 0.3896 loss_ce_2: 0.3071 loss_bbox_2: 0.199 loss_giou_2: 0.3553 loss_ce_3: 0.275 loss_bbox_3: 0.1893 loss_giou_3: 0.3476 loss_ce_4: 0.2486 loss_bbox_4: 0.1829 loss_giou_4: 0.347 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 12:57:59] d2.utils.events INFO: eta: 12:26:34 iter: 291219 total_loss: 5.288 loss_ce: 0.2735 loss_bbox: 0.1711 loss_giou: 0.3213 loss_ce_0: 0.4918 loss_bbox_0: 0.2839 loss_giou_0: 0.4808 loss_ce_1: 0.3916 loss_bbox_1: 0.2008 loss_giou_1: 0.349 loss_ce_2: 0.3163 loss_bbox_2: 0.1821 loss_giou_2: 0.3335 loss_ce_3: 0.2946 loss_bbox_3: 0.1774 loss_giou_3: 0.3276 loss_ce_4: 0.2755 loss_bbox_4: 0.1787 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:04] d2.utils.events INFO: eta: 12:26:20 iter: 291239 total_loss: 5.275 loss_ce: 0.2567 loss_bbox: 0.17 loss_giou: 0.3185 loss_ce_0: 0.4772 loss_bbox_0: 0.2947 loss_giou_0: 0.5043 loss_ce_1: 0.3765 loss_bbox_1: 0.2051 loss_giou_1: 0.3702 loss_ce_2: 0.299 loss_bbox_2: 0.1816 loss_giou_2: 0.3342 loss_ce_3: 0.2652 loss_bbox_3: 0.1764 loss_giou_3: 0.3273 loss_ce_4: 0.2592 loss_bbox_4: 0.1738 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0355 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:10] d2.utils.events INFO: eta: 12:25:52 iter: 291259 total_loss: 5.552 loss_ce: 0.2536 loss_bbox: 0.1839 loss_giou: 0.3406 loss_ce_0: 0.4839 loss_bbox_0: 0.3002 loss_giou_0: 0.5051 loss_ce_1: 0.3743 loss_bbox_1: 0.2093 loss_giou_1: 0.3814 loss_ce_2: 0.3077 loss_bbox_2: 0.1875 loss_giou_2: 0.3479 loss_ce_3: 0.2775 loss_bbox_3: 0.1852 loss_giou_3: 0.3458 loss_ce_4: 0.2581 loss_bbox_4: 0.182 loss_giou_4: 0.3449 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:16] d2.utils.events INFO: eta: 12:25:45 iter: 291279 total_loss: 5.258 loss_ce: 0.2546 loss_bbox: 0.1779 loss_giou: 0.302 loss_ce_0: 0.482 loss_bbox_0: 0.3029 loss_giou_0: 0.4627 loss_ce_1: 0.3682 loss_bbox_1: 0.2072 loss_giou_1: 0.345 loss_ce_2: 0.3121 loss_bbox_2: 0.1913 loss_giou_2: 0.3256 loss_ce_3: 0.273 loss_bbox_3: 0.1809 loss_giou_3: 0.3059 loss_ce_4: 0.2531 loss_bbox_4: 0.1747 loss_giou_4: 0.3056 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:21] d2.utils.events INFO: eta: 12:25:13 iter: 291299 total_loss: 5.438 loss_ce: 0.2557 loss_bbox: 0.1795 loss_giou: 0.3252 loss_ce_0: 0.4859 loss_bbox_0: 0.2894 loss_giou_0: 0.4878 loss_ce_1: 0.3849 loss_bbox_1: 0.2108 loss_giou_1: 0.3692 loss_ce_2: 0.3143 loss_bbox_2: 0.1978 loss_giou_2: 0.3441 loss_ce_3: 0.2724 loss_bbox_3: 0.19 loss_giou_3: 0.3319 loss_ce_4: 0.2601 loss_bbox_4: 0.186 loss_giou_4: 0.3261 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:27] d2.utils.events INFO: eta: 12:24:57 iter: 291319 total_loss: 5.487 loss_ce: 0.2712 loss_bbox: 0.1777 loss_giou: 0.3223 loss_ce_0: 0.4817 loss_bbox_0: 0.2997 loss_giou_0: 0.4993 loss_ce_1: 0.3864 loss_bbox_1: 0.2085 loss_giou_1: 0.3645 loss_ce_2: 0.318 loss_bbox_2: 0.1911 loss_giou_2: 0.3378 loss_ce_3: 0.2883 loss_bbox_3: 0.1828 loss_giou_3: 0.3312 loss_ce_4: 0.2692 loss_bbox_4: 0.1801 loss_giou_4: 0.3265 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:33] d2.utils.events INFO: eta: 12:24:46 iter: 291339 total_loss: 5.533 loss_ce: 0.2758 loss_bbox: 0.1834 loss_giou: 0.3043 loss_ce_0: 0.4917 loss_bbox_0: 0.3208 loss_giou_0: 0.4543 loss_ce_1: 0.3953 loss_bbox_1: 0.2221 loss_giou_1: 0.3452 loss_ce_2: 0.3291 loss_bbox_2: 0.1928 loss_giou_2: 0.3242 loss_ce_3: 0.2901 loss_bbox_3: 0.1929 loss_giou_3: 0.3105 loss_ce_4: 0.2777 loss_bbox_4: 0.1856 loss_giou_4: 0.3061 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:38] d2.utils.events INFO: eta: 12:24:33 iter: 291359 total_loss: 5.436 loss_ce: 0.2711 loss_bbox: 0.1592 loss_giou: 0.3211 loss_ce_0: 0.4744 loss_bbox_0: 0.2875 loss_giou_0: 0.5163 loss_ce_1: 0.3695 loss_bbox_1: 0.1933 loss_giou_1: 0.3687 loss_ce_2: 0.321 loss_bbox_2: 0.1744 loss_giou_2: 0.3463 loss_ce_3: 0.2903 loss_bbox_3: 0.1624 loss_giou_3: 0.3356 loss_ce_4: 0.2785 loss_bbox_4: 0.1589 loss_giou_4: 0.3325 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:44] d2.utils.events INFO: eta: 12:24:23 iter: 291379 total_loss: 5.395 loss_ce: 0.2802 loss_bbox: 0.1817 loss_giou: 0.3102 loss_ce_0: 0.4923 loss_bbox_0: 0.3075 loss_giou_0: 0.4794 loss_ce_1: 0.3809 loss_bbox_1: 0.2151 loss_giou_1: 0.3576 loss_ce_2: 0.3183 loss_bbox_2: 0.1921 loss_giou_2: 0.3282 loss_ce_3: 0.2862 loss_bbox_3: 0.1903 loss_giou_3: 0.3156 loss_ce_4: 0.2773 loss_bbox_4: 0.186 loss_giou_4: 0.3105 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:50] d2.utils.events INFO: eta: 12:24:05 iter: 291399 total_loss: 5.418 loss_ce: 0.2629 loss_bbox: 0.1666 loss_giou: 0.3327 loss_ce_0: 0.4818 loss_bbox_0: 0.2894 loss_giou_0: 0.5142 loss_ce_1: 0.3788 loss_bbox_1: 0.2006 loss_giou_1: 0.389 loss_ce_2: 0.3128 loss_bbox_2: 0.1802 loss_giou_2: 0.3524 loss_ce_3: 0.2782 loss_bbox_3: 0.1705 loss_giou_3: 0.3445 loss_ce_4: 0.2699 loss_bbox_4: 0.1683 loss_giou_4: 0.3424 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 12:58:55] d2.utils.events INFO: eta: 12:24:08 iter: 291419 total_loss: 5.336 loss_ce: 0.2571 loss_bbox: 0.1632 loss_giou: 0.303 loss_ce_0: 0.4728 loss_bbox_0: 0.2972 loss_giou_0: 0.5174 loss_ce_1: 0.3626 loss_bbox_1: 0.2018 loss_giou_1: 0.3711 loss_ce_2: 0.3103 loss_bbox_2: 0.1761 loss_giou_2: 0.3279 loss_ce_3: 0.2771 loss_bbox_3: 0.1677 loss_giou_3: 0.3143 loss_ce_4: 0.261 loss_bbox_4: 0.1643 loss_giou_4: 0.3086 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:01] d2.utils.events INFO: eta: 12:24:10 iter: 291439 total_loss: 5.297 loss_ce: 0.246 loss_bbox: 0.1658 loss_giou: 0.3149 loss_ce_0: 0.4756 loss_bbox_0: 0.3031 loss_giou_0: 0.4883 loss_ce_1: 0.3535 loss_bbox_1: 0.2055 loss_giou_1: 0.3611 loss_ce_2: 0.3015 loss_bbox_2: 0.1821 loss_giou_2: 0.3316 loss_ce_3: 0.2631 loss_bbox_3: 0.171 loss_giou_3: 0.3189 loss_ce_4: 0.2502 loss_bbox_4: 0.169 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:07] d2.utils.events INFO: eta: 12:24:01 iter: 291459 total_loss: 5.457 loss_ce: 0.2682 loss_bbox: 0.1774 loss_giou: 0.3278 loss_ce_0: 0.4821 loss_bbox_0: 0.3037 loss_giou_0: 0.5245 loss_ce_1: 0.3753 loss_bbox_1: 0.1985 loss_giou_1: 0.383 loss_ce_2: 0.3147 loss_bbox_2: 0.1886 loss_giou_2: 0.3486 loss_ce_3: 0.2849 loss_bbox_3: 0.1836 loss_giou_3: 0.3365 loss_ce_4: 0.2764 loss_bbox_4: 0.1801 loss_giou_4: 0.3315 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:12] d2.utils.events INFO: eta: 12:24:10 iter: 291479 total_loss: 5.474 loss_ce: 0.2863 loss_bbox: 0.1684 loss_giou: 0.3339 loss_ce_0: 0.476 loss_bbox_0: 0.3012 loss_giou_0: 0.5018 loss_ce_1: 0.3921 loss_bbox_1: 0.208 loss_giou_1: 0.369 loss_ce_2: 0.3253 loss_bbox_2: 0.1848 loss_giou_2: 0.3435 loss_ce_3: 0.2951 loss_bbox_3: 0.1751 loss_giou_3: 0.3394 loss_ce_4: 0.2825 loss_bbox_4: 0.1721 loss_giou_4: 0.3369 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:18] d2.utils.events INFO: eta: 12:23:34 iter: 291499 total_loss: 5.141 loss_ce: 0.2514 loss_bbox: 0.1712 loss_giou: 0.3217 loss_ce_0: 0.4828 loss_bbox_0: 0.2832 loss_giou_0: 0.4876 loss_ce_1: 0.3587 loss_bbox_1: 0.1997 loss_giou_1: 0.3556 loss_ce_2: 0.2878 loss_bbox_2: 0.1781 loss_giou_2: 0.3342 loss_ce_3: 0.268 loss_bbox_3: 0.1753 loss_giou_3: 0.327 loss_ce_4: 0.2496 loss_bbox_4: 0.172 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:24] d2.utils.events INFO: eta: 12:23:24 iter: 291519 total_loss: 5.181 loss_ce: 0.2252 loss_bbox: 0.1602 loss_giou: 0.336 loss_ce_0: 0.4648 loss_bbox_0: 0.2807 loss_giou_0: 0.5304 loss_ce_1: 0.3583 loss_bbox_1: 0.1924 loss_giou_1: 0.3836 loss_ce_2: 0.2866 loss_bbox_2: 0.1722 loss_giou_2: 0.3644 loss_ce_3: 0.2434 loss_bbox_3: 0.1666 loss_giou_3: 0.3504 loss_ce_4: 0.2283 loss_bbox_4: 0.1634 loss_giou_4: 0.34 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:29] d2.utils.events INFO: eta: 12:23:25 iter: 291539 total_loss: 5.265 loss_ce: 0.2433 loss_bbox: 0.1828 loss_giou: 0.299 loss_ce_0: 0.4609 loss_bbox_0: 0.297 loss_giou_0: 0.4477 loss_ce_1: 0.356 loss_bbox_1: 0.2105 loss_giou_1: 0.3379 loss_ce_2: 0.29 loss_bbox_2: 0.191 loss_giou_2: 0.3038 loss_ce_3: 0.2575 loss_bbox_3: 0.1858 loss_giou_3: 0.3059 loss_ce_4: 0.2483 loss_bbox_4: 0.1818 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:35] d2.utils.events INFO: eta: 12:23:26 iter: 291559 total_loss: 5.398 loss_ce: 0.2598 loss_bbox: 0.1836 loss_giou: 0.3299 loss_ce_0: 0.4709 loss_bbox_0: 0.295 loss_giou_0: 0.5211 loss_ce_1: 0.3604 loss_bbox_1: 0.206 loss_giou_1: 0.3793 loss_ce_2: 0.3082 loss_bbox_2: 0.1982 loss_giou_2: 0.346 loss_ce_3: 0.266 loss_bbox_3: 0.1828 loss_giou_3: 0.3361 loss_ce_4: 0.2603 loss_bbox_4: 0.1896 loss_giou_4: 0.3315 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:41] d2.utils.events INFO: eta: 12:23:42 iter: 291579 total_loss: 5.337 loss_ce: 0.2605 loss_bbox: 0.1762 loss_giou: 0.3174 loss_ce_0: 0.4842 loss_bbox_0: 0.2892 loss_giou_0: 0.4789 loss_ce_1: 0.3536 loss_bbox_1: 0.199 loss_giou_1: 0.3567 loss_ce_2: 0.3005 loss_bbox_2: 0.1864 loss_giou_2: 0.3354 loss_ce_3: 0.2722 loss_bbox_3: 0.1756 loss_giou_3: 0.3262 loss_ce_4: 0.2652 loss_bbox_4: 0.1781 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:47] d2.utils.events INFO: eta: 12:23:38 iter: 291599 total_loss: 5.116 loss_ce: 0.2618 loss_bbox: 0.1563 loss_giou: 0.2963 loss_ce_0: 0.4845 loss_bbox_0: 0.284 loss_giou_0: 0.4522 loss_ce_1: 0.374 loss_bbox_1: 0.1898 loss_giou_1: 0.338 loss_ce_2: 0.316 loss_bbox_2: 0.1687 loss_giou_2: 0.3111 loss_ce_3: 0.2726 loss_bbox_3: 0.1613 loss_giou_3: 0.2999 loss_ce_4: 0.2655 loss_bbox_4: 0.1591 loss_giou_4: 0.295 time: 0.2799 data_time: 0.0160 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:52] d2.utils.events INFO: eta: 12:23:51 iter: 291619 total_loss: 5.801 loss_ce: 0.2904 loss_bbox: 0.1873 loss_giou: 0.3355 loss_ce_0: 0.512 loss_bbox_0: 0.3294 loss_giou_0: 0.5245 loss_ce_1: 0.4027 loss_bbox_1: 0.2243 loss_giou_1: 0.3848 loss_ce_2: 0.3519 loss_bbox_2: 0.198 loss_giou_2: 0.3538 loss_ce_3: 0.3118 loss_bbox_3: 0.1921 loss_giou_3: 0.3467 loss_ce_4: 0.2949 loss_bbox_4: 0.1876 loss_giou_4: 0.3418 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 12:59:58] d2.utils.events INFO: eta: 12:24:25 iter: 291639 total_loss: 5.599 loss_ce: 0.2971 loss_bbox: 0.1741 loss_giou: 0.3199 loss_ce_0: 0.5069 loss_bbox_0: 0.3038 loss_giou_0: 0.5155 loss_ce_1: 0.4082 loss_bbox_1: 0.208 loss_giou_1: 0.378 loss_ce_2: 0.3382 loss_bbox_2: 0.1878 loss_giou_2: 0.3431 loss_ce_3: 0.3107 loss_bbox_3: 0.1806 loss_giou_3: 0.3302 loss_ce_4: 0.2814 loss_bbox_4: 0.1767 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:04] d2.utils.events INFO: eta: 12:24:20 iter: 291659 total_loss: 5.377 loss_ce: 0.2666 loss_bbox: 0.1808 loss_giou: 0.3314 loss_ce_0: 0.4773 loss_bbox_0: 0.3021 loss_giou_0: 0.5075 loss_ce_1: 0.3663 loss_bbox_1: 0.2138 loss_giou_1: 0.3756 loss_ce_2: 0.3152 loss_bbox_2: 0.1936 loss_giou_2: 0.3404 loss_ce_3: 0.2794 loss_bbox_3: 0.1852 loss_giou_3: 0.337 loss_ce_4: 0.267 loss_bbox_4: 0.1787 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:09] d2.utils.events INFO: eta: 12:24:14 iter: 291679 total_loss: 5.473 loss_ce: 0.2599 loss_bbox: 0.1762 loss_giou: 0.338 loss_ce_0: 0.4691 loss_bbox_0: 0.294 loss_giou_0: 0.497 loss_ce_1: 0.3744 loss_bbox_1: 0.2075 loss_giou_1: 0.37 loss_ce_2: 0.3111 loss_bbox_2: 0.1905 loss_giou_2: 0.3465 loss_ce_3: 0.2865 loss_bbox_3: 0.1812 loss_giou_3: 0.3361 loss_ce_4: 0.269 loss_bbox_4: 0.1788 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:15] d2.utils.events INFO: eta: 12:24:08 iter: 291699 total_loss: 5.035 loss_ce: 0.2358 loss_bbox: 0.1692 loss_giou: 0.3047 loss_ce_0: 0.4636 loss_bbox_0: 0.2889 loss_giou_0: 0.4771 loss_ce_1: 0.3551 loss_bbox_1: 0.1972 loss_giou_1: 0.3612 loss_ce_2: 0.2831 loss_bbox_2: 0.1769 loss_giou_2: 0.3234 loss_ce_3: 0.2456 loss_bbox_3: 0.1684 loss_giou_3: 0.3116 loss_ce_4: 0.2387 loss_bbox_4: 0.1658 loss_giou_4: 0.306 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:21] d2.utils.events INFO: eta: 12:24:13 iter: 291719 total_loss: 5.42 loss_ce: 0.2503 loss_bbox: 0.1813 loss_giou: 0.3319 loss_ce_0: 0.4701 loss_bbox_0: 0.3069 loss_giou_0: 0.504 loss_ce_1: 0.3553 loss_bbox_1: 0.2126 loss_giou_1: 0.3755 loss_ce_2: 0.2973 loss_bbox_2: 0.191 loss_giou_2: 0.356 loss_ce_3: 0.2724 loss_bbox_3: 0.1842 loss_giou_3: 0.3418 loss_ce_4: 0.2542 loss_bbox_4: 0.1814 loss_giou_4: 0.3369 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:26] d2.utils.events INFO: eta: 12:24:26 iter: 291739 total_loss: 5.319 loss_ce: 0.2657 loss_bbox: 0.1767 loss_giou: 0.3366 loss_ce_0: 0.4824 loss_bbox_0: 0.2845 loss_giou_0: 0.5022 loss_ce_1: 0.3684 loss_bbox_1: 0.2002 loss_giou_1: 0.382 loss_ce_2: 0.3107 loss_bbox_2: 0.1881 loss_giou_2: 0.3462 loss_ce_3: 0.28 loss_bbox_3: 0.1791 loss_giou_3: 0.3438 loss_ce_4: 0.2674 loss_bbox_4: 0.1767 loss_giou_4: 0.3365 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:32] d2.utils.events INFO: eta: 12:24:15 iter: 291759 total_loss: 5.346 loss_ce: 0.2584 loss_bbox: 0.1649 loss_giou: 0.3313 loss_ce_0: 0.4879 loss_bbox_0: 0.2947 loss_giou_0: 0.5095 loss_ce_1: 0.374 loss_bbox_1: 0.1957 loss_giou_1: 0.3817 loss_ce_2: 0.3034 loss_bbox_2: 0.1759 loss_giou_2: 0.3492 loss_ce_3: 0.2795 loss_bbox_3: 0.1684 loss_giou_3: 0.3367 loss_ce_4: 0.266 loss_bbox_4: 0.1664 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:38] d2.utils.events INFO: eta: 12:23:48 iter: 291779 total_loss: 5.226 loss_ce: 0.2402 loss_bbox: 0.1606 loss_giou: 0.3274 loss_ce_0: 0.4701 loss_bbox_0: 0.2784 loss_giou_0: 0.5017 loss_ce_1: 0.358 loss_bbox_1: 0.1913 loss_giou_1: 0.3792 loss_ce_2: 0.2895 loss_bbox_2: 0.1668 loss_giou_2: 0.3564 loss_ce_3: 0.2497 loss_bbox_3: 0.1689 loss_giou_3: 0.3422 loss_ce_4: 0.2411 loss_bbox_4: 0.161 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:43] d2.utils.events INFO: eta: 12:23:28 iter: 291799 total_loss: 5.51 loss_ce: 0.2564 loss_bbox: 0.1707 loss_giou: 0.3456 loss_ce_0: 0.4901 loss_bbox_0: 0.2892 loss_giou_0: 0.5344 loss_ce_1: 0.3684 loss_bbox_1: 0.192 loss_giou_1: 0.399 loss_ce_2: 0.3092 loss_bbox_2: 0.1769 loss_giou_2: 0.3701 loss_ce_3: 0.2707 loss_bbox_3: 0.1752 loss_giou_3: 0.3594 loss_ce_4: 0.256 loss_bbox_4: 0.1707 loss_giou_4: 0.3447 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:49] d2.utils.events INFO: eta: 12:22:56 iter: 291819 total_loss: 5.437 loss_ce: 0.2528 loss_bbox: 0.171 loss_giou: 0.3191 loss_ce_0: 0.4638 loss_bbox_0: 0.2818 loss_giou_0: 0.4914 loss_ce_1: 0.3631 loss_bbox_1: 0.2099 loss_giou_1: 0.3666 loss_ce_2: 0.3021 loss_bbox_2: 0.183 loss_giou_2: 0.3356 loss_ce_3: 0.2603 loss_bbox_3: 0.178 loss_giou_3: 0.3252 loss_ce_4: 0.257 loss_bbox_4: 0.1713 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 13:00:55] d2.utils.events INFO: eta: 12:22:50 iter: 291839 total_loss: 5.317 loss_ce: 0.242 loss_bbox: 0.1688 loss_giou: 0.3165 loss_ce_0: 0.4563 loss_bbox_0: 0.2949 loss_giou_0: 0.4875 loss_ce_1: 0.3468 loss_bbox_1: 0.201 loss_giou_1: 0.3648 loss_ce_2: 0.2879 loss_bbox_2: 0.1874 loss_giou_2: 0.3333 loss_ce_3: 0.2564 loss_bbox_3: 0.1871 loss_giou_3: 0.324 loss_ce_4: 0.2469 loss_bbox_4: 0.1796 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:01] d2.utils.events INFO: eta: 12:22:32 iter: 291859 total_loss: 5.299 loss_ce: 0.2509 loss_bbox: 0.1762 loss_giou: 0.3242 loss_ce_0: 0.4633 loss_bbox_0: 0.3088 loss_giou_0: 0.4995 loss_ce_1: 0.3628 loss_bbox_1: 0.2124 loss_giou_1: 0.3703 loss_ce_2: 0.2958 loss_bbox_2: 0.1915 loss_giou_2: 0.341 loss_ce_3: 0.2723 loss_bbox_3: 0.1811 loss_giou_3: 0.3258 loss_ce_4: 0.2581 loss_bbox_4: 0.1787 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:06] d2.utils.events INFO: eta: 12:22:31 iter: 291879 total_loss: 5.5 loss_ce: 0.2604 loss_bbox: 0.1639 loss_giou: 0.338 loss_ce_0: 0.502 loss_bbox_0: 0.2865 loss_giou_0: 0.5256 loss_ce_1: 0.367 loss_bbox_1: 0.204 loss_giou_1: 0.3986 loss_ce_2: 0.3151 loss_bbox_2: 0.1739 loss_giou_2: 0.3628 loss_ce_3: 0.2783 loss_bbox_3: 0.1639 loss_giou_3: 0.3496 loss_ce_4: 0.263 loss_bbox_4: 0.1648 loss_giou_4: 0.345 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:12] d2.utils.events INFO: eta: 12:22:21 iter: 291899 total_loss: 5.391 loss_ce: 0.2519 loss_bbox: 0.1742 loss_giou: 0.3265 loss_ce_0: 0.4699 loss_bbox_0: 0.3 loss_giou_0: 0.4908 loss_ce_1: 0.3525 loss_bbox_1: 0.2086 loss_giou_1: 0.3773 loss_ce_2: 0.297 loss_bbox_2: 0.193 loss_giou_2: 0.3563 loss_ce_3: 0.2579 loss_bbox_3: 0.1812 loss_giou_3: 0.3422 loss_ce_4: 0.2519 loss_bbox_4: 0.178 loss_giou_4: 0.3335 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:18] d2.utils.events INFO: eta: 12:22:24 iter: 291919 total_loss: 5.502 loss_ce: 0.2789 loss_bbox: 0.1641 loss_giou: 0.3373 loss_ce_0: 0.4915 loss_bbox_0: 0.3012 loss_giou_0: 0.5247 loss_ce_1: 0.3838 loss_bbox_1: 0.1979 loss_giou_1: 0.383 loss_ce_2: 0.3167 loss_bbox_2: 0.1788 loss_giou_2: 0.3613 loss_ce_3: 0.2916 loss_bbox_3: 0.173 loss_giou_3: 0.3491 loss_ce_4: 0.2836 loss_bbox_4: 0.1669 loss_giou_4: 0.3417 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:23] d2.utils.events INFO: eta: 12:22:10 iter: 291939 total_loss: 5.445 loss_ce: 0.2629 loss_bbox: 0.1736 loss_giou: 0.327 loss_ce_0: 0.4865 loss_bbox_0: 0.2925 loss_giou_0: 0.5177 loss_ce_1: 0.3747 loss_bbox_1: 0.1985 loss_giou_1: 0.3762 loss_ce_2: 0.3052 loss_bbox_2: 0.1839 loss_giou_2: 0.3514 loss_ce_3: 0.2743 loss_bbox_3: 0.1814 loss_giou_3: 0.3402 loss_ce_4: 0.2597 loss_bbox_4: 0.1796 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:29] d2.utils.events INFO: eta: 12:22:31 iter: 291959 total_loss: 5.368 loss_ce: 0.2664 loss_bbox: 0.1773 loss_giou: 0.3131 loss_ce_0: 0.4764 loss_bbox_0: 0.298 loss_giou_0: 0.4942 loss_ce_1: 0.3703 loss_bbox_1: 0.2069 loss_giou_1: 0.3606 loss_ce_2: 0.3018 loss_bbox_2: 0.1901 loss_giou_2: 0.3319 loss_ce_3: 0.2783 loss_bbox_3: 0.1875 loss_giou_3: 0.3267 loss_ce_4: 0.2707 loss_bbox_4: 0.178 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:35] d2.utils.events INFO: eta: 12:22:13 iter: 291979 total_loss: 5.559 loss_ce: 0.2585 loss_bbox: 0.1768 loss_giou: 0.3281 loss_ce_0: 0.4712 loss_bbox_0: 0.3039 loss_giou_0: 0.5024 loss_ce_1: 0.3755 loss_bbox_1: 0.2051 loss_giou_1: 0.3856 loss_ce_2: 0.3166 loss_bbox_2: 0.1961 loss_giou_2: 0.3502 loss_ce_3: 0.2736 loss_bbox_3: 0.1829 loss_giou_3: 0.3381 loss_ce_4: 0.2638 loss_bbox_4: 0.1828 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:40] d2.utils.events INFO: eta: 12:22:02 iter: 291999 total_loss: 5.423 loss_ce: 0.2519 loss_bbox: 0.1733 loss_giou: 0.327 loss_ce_0: 0.4731 loss_bbox_0: 0.2963 loss_giou_0: 0.5066 loss_ce_1: 0.3721 loss_bbox_1: 0.2077 loss_giou_1: 0.3772 loss_ce_2: 0.3104 loss_bbox_2: 0.1886 loss_giou_2: 0.3499 loss_ce_3: 0.2851 loss_bbox_3: 0.1785 loss_giou_3: 0.3313 loss_ce_4: 0.2562 loss_bbox_4: 0.1756 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:46] d2.utils.events INFO: eta: 12:22:08 iter: 292019 total_loss: 5.713 loss_ce: 0.2669 loss_bbox: 0.1783 loss_giou: 0.3329 loss_ce_0: 0.4855 loss_bbox_0: 0.2998 loss_giou_0: 0.5191 loss_ce_1: 0.3716 loss_bbox_1: 0.2158 loss_giou_1: 0.3822 loss_ce_2: 0.3162 loss_bbox_2: 0.1957 loss_giou_2: 0.3498 loss_ce_3: 0.282 loss_bbox_3: 0.1831 loss_giou_3: 0.3434 loss_ce_4: 0.2644 loss_bbox_4: 0.1774 loss_giou_4: 0.3376 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:52] d2.utils.events INFO: eta: 12:22:03 iter: 292039 total_loss: 5.378 loss_ce: 0.255 loss_bbox: 0.1681 loss_giou: 0.3193 loss_ce_0: 0.4787 loss_bbox_0: 0.3171 loss_giou_0: 0.4981 loss_ce_1: 0.3833 loss_bbox_1: 0.2031 loss_giou_1: 0.3661 loss_ce_2: 0.3061 loss_bbox_2: 0.1845 loss_giou_2: 0.336 loss_ce_3: 0.2703 loss_bbox_3: 0.1733 loss_giou_3: 0.3319 loss_ce_4: 0.2649 loss_bbox_4: 0.1696 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 13:01:58] d2.utils.events INFO: eta: 12:21:51 iter: 292059 total_loss: 5.069 loss_ce: 0.2355 loss_bbox: 0.1719 loss_giou: 0.3023 loss_ce_0: 0.4504 loss_bbox_0: 0.2922 loss_giou_0: 0.4536 loss_ce_1: 0.3438 loss_bbox_1: 0.2079 loss_giou_1: 0.3399 loss_ce_2: 0.276 loss_bbox_2: 0.1904 loss_giou_2: 0.3182 loss_ce_3: 0.2482 loss_bbox_3: 0.1802 loss_giou_3: 0.3121 loss_ce_4: 0.2401 loss_bbox_4: 0.1713 loss_giou_4: 0.3015 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:03] d2.utils.events INFO: eta: 12:21:47 iter: 292079 total_loss: 5.482 loss_ce: 0.2683 loss_bbox: 0.1695 loss_giou: 0.3261 loss_ce_0: 0.4998 loss_bbox_0: 0.3002 loss_giou_0: 0.5061 loss_ce_1: 0.384 loss_bbox_1: 0.2077 loss_giou_1: 0.3849 loss_ce_2: 0.3176 loss_bbox_2: 0.1866 loss_giou_2: 0.3466 loss_ce_3: 0.2834 loss_bbox_3: 0.1786 loss_giou_3: 0.339 loss_ce_4: 0.2741 loss_bbox_4: 0.1725 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:09] d2.utils.events INFO: eta: 12:21:40 iter: 292099 total_loss: 5.358 loss_ce: 0.2668 loss_bbox: 0.1841 loss_giou: 0.308 loss_ce_0: 0.4709 loss_bbox_0: 0.2882 loss_giou_0: 0.4854 loss_ce_1: 0.3687 loss_bbox_1: 0.2073 loss_giou_1: 0.3665 loss_ce_2: 0.2969 loss_bbox_2: 0.1891 loss_giou_2: 0.3187 loss_ce_3: 0.2708 loss_bbox_3: 0.1891 loss_giou_3: 0.3081 loss_ce_4: 0.2623 loss_bbox_4: 0.1843 loss_giou_4: 0.3044 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:15] d2.utils.events INFO: eta: 12:21:36 iter: 292119 total_loss: 5.299 loss_ce: 0.2721 loss_bbox: 0.1617 loss_giou: 0.3291 loss_ce_0: 0.4831 loss_bbox_0: 0.2903 loss_giou_0: 0.5088 loss_ce_1: 0.3628 loss_bbox_1: 0.2026 loss_giou_1: 0.3886 loss_ce_2: 0.3174 loss_bbox_2: 0.1779 loss_giou_2: 0.3517 loss_ce_3: 0.2827 loss_bbox_3: 0.1687 loss_giou_3: 0.3391 loss_ce_4: 0.2702 loss_bbox_4: 0.1661 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:20] d2.utils.events INFO: eta: 12:21:20 iter: 292139 total_loss: 5.072 loss_ce: 0.2426 loss_bbox: 0.1706 loss_giou: 0.2912 loss_ce_0: 0.4735 loss_bbox_0: 0.2916 loss_giou_0: 0.4636 loss_ce_1: 0.3656 loss_bbox_1: 0.1936 loss_giou_1: 0.3294 loss_ce_2: 0.2968 loss_bbox_2: 0.1762 loss_giou_2: 0.3114 loss_ce_3: 0.2583 loss_bbox_3: 0.1751 loss_giou_3: 0.2983 loss_ce_4: 0.2459 loss_bbox_4: 0.1689 loss_giou_4: 0.2967 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:26] d2.utils.events INFO: eta: 12:21:05 iter: 292159 total_loss: 5.515 loss_ce: 0.2575 loss_bbox: 0.1931 loss_giou: 0.3002 loss_ce_0: 0.5051 loss_bbox_0: 0.3179 loss_giou_0: 0.4886 loss_ce_1: 0.3939 loss_bbox_1: 0.2263 loss_giou_1: 0.35 loss_ce_2: 0.3247 loss_bbox_2: 0.2052 loss_giou_2: 0.3263 loss_ce_3: 0.2838 loss_bbox_3: 0.1999 loss_giou_3: 0.317 loss_ce_4: 0.269 loss_bbox_4: 0.1962 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:32] d2.utils.events INFO: eta: 12:20:59 iter: 292179 total_loss: 5.523 loss_ce: 0.2715 loss_bbox: 0.1928 loss_giou: 0.3316 loss_ce_0: 0.476 loss_bbox_0: 0.3053 loss_giou_0: 0.5053 loss_ce_1: 0.3753 loss_bbox_1: 0.2155 loss_giou_1: 0.3757 loss_ce_2: 0.3085 loss_bbox_2: 0.2047 loss_giou_2: 0.3574 loss_ce_3: 0.2827 loss_bbox_3: 0.2075 loss_giou_3: 0.3452 loss_ce_4: 0.2696 loss_bbox_4: 0.1975 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:38] d2.utils.events INFO: eta: 12:20:39 iter: 292199 total_loss: 5.155 loss_ce: 0.2535 loss_bbox: 0.1609 loss_giou: 0.3081 loss_ce_0: 0.4641 loss_bbox_0: 0.2884 loss_giou_0: 0.492 loss_ce_1: 0.3412 loss_bbox_1: 0.2051 loss_giou_1: 0.369 loss_ce_2: 0.2952 loss_bbox_2: 0.1773 loss_giou_2: 0.3306 loss_ce_3: 0.2631 loss_bbox_3: 0.1699 loss_giou_3: 0.3207 loss_ce_4: 0.2588 loss_bbox_4: 0.167 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:43] d2.utils.events INFO: eta: 12:20:40 iter: 292219 total_loss: 5.419 loss_ce: 0.2603 loss_bbox: 0.1832 loss_giou: 0.3272 loss_ce_0: 0.482 loss_bbox_0: 0.3091 loss_giou_0: 0.53 loss_ce_1: 0.3668 loss_bbox_1: 0.212 loss_giou_1: 0.3676 loss_ce_2: 0.3098 loss_bbox_2: 0.1905 loss_giou_2: 0.3429 loss_ce_3: 0.2718 loss_bbox_3: 0.1885 loss_giou_3: 0.3453 loss_ce_4: 0.2656 loss_bbox_4: 0.1834 loss_giou_4: 0.3335 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:49] d2.utils.events INFO: eta: 12:20:54 iter: 292239 total_loss: 5.435 loss_ce: 0.2668 loss_bbox: 0.1806 loss_giou: 0.3155 loss_ce_0: 0.4954 loss_bbox_0: 0.3054 loss_giou_0: 0.5124 loss_ce_1: 0.3648 loss_bbox_1: 0.2167 loss_giou_1: 0.3654 loss_ce_2: 0.3075 loss_bbox_2: 0.1927 loss_giou_2: 0.3363 loss_ce_3: 0.2739 loss_bbox_3: 0.1868 loss_giou_3: 0.3236 loss_ce_4: 0.2634 loss_bbox_4: 0.1835 loss_giou_4: 0.3195 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 13:02:55] d2.utils.events INFO: eta: 12:20:42 iter: 292259 total_loss: 5.168 loss_ce: 0.2507 loss_bbox: 0.1623 loss_giou: 0.3095 loss_ce_0: 0.4677 loss_bbox_0: 0.2906 loss_giou_0: 0.4958 loss_ce_1: 0.3558 loss_bbox_1: 0.1922 loss_giou_1: 0.3642 loss_ce_2: 0.2998 loss_bbox_2: 0.1758 loss_giou_2: 0.3345 loss_ce_3: 0.266 loss_bbox_3: 0.1701 loss_giou_3: 0.3195 loss_ce_4: 0.2472 loss_bbox_4: 0.1709 loss_giou_4: 0.3131 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:00] d2.utils.events INFO: eta: 12:20:49 iter: 292279 total_loss: 5.317 loss_ce: 0.2597 loss_bbox: 0.1783 loss_giou: 0.3253 loss_ce_0: 0.4669 loss_bbox_0: 0.2975 loss_giou_0: 0.487 loss_ce_1: 0.3743 loss_bbox_1: 0.207 loss_giou_1: 0.3772 loss_ce_2: 0.3131 loss_bbox_2: 0.1881 loss_giou_2: 0.3517 loss_ce_3: 0.28 loss_bbox_3: 0.184 loss_giou_3: 0.3346 loss_ce_4: 0.2611 loss_bbox_4: 0.1803 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:06] d2.utils.events INFO: eta: 12:20:41 iter: 292299 total_loss: 5.282 loss_ce: 0.2595 loss_bbox: 0.1783 loss_giou: 0.3141 loss_ce_0: 0.4882 loss_bbox_0: 0.2977 loss_giou_0: 0.5108 loss_ce_1: 0.3784 loss_bbox_1: 0.2035 loss_giou_1: 0.3765 loss_ce_2: 0.3093 loss_bbox_2: 0.1877 loss_giou_2: 0.3408 loss_ce_3: 0.2681 loss_bbox_3: 0.1843 loss_giou_3: 0.3254 loss_ce_4: 0.2568 loss_bbox_4: 0.1854 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:12] d2.utils.events INFO: eta: 12:20:38 iter: 292319 total_loss: 5.618 loss_ce: 0.2829 loss_bbox: 0.1712 loss_giou: 0.3212 loss_ce_0: 0.4806 loss_bbox_0: 0.2996 loss_giou_0: 0.5177 loss_ce_1: 0.3779 loss_bbox_1: 0.2031 loss_giou_1: 0.3809 loss_ce_2: 0.3232 loss_bbox_2: 0.187 loss_giou_2: 0.3416 loss_ce_3: 0.2887 loss_bbox_3: 0.1754 loss_giou_3: 0.3325 loss_ce_4: 0.287 loss_bbox_4: 0.1742 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:17] d2.utils.events INFO: eta: 12:20:29 iter: 292339 total_loss: 5.392 loss_ce: 0.2579 loss_bbox: 0.1648 loss_giou: 0.3192 loss_ce_0: 0.4615 loss_bbox_0: 0.2888 loss_giou_0: 0.4934 loss_ce_1: 0.358 loss_bbox_1: 0.2017 loss_giou_1: 0.3571 loss_ce_2: 0.3055 loss_bbox_2: 0.1759 loss_giou_2: 0.3304 loss_ce_3: 0.2708 loss_bbox_3: 0.1713 loss_giou_3: 0.3278 loss_ce_4: 0.2542 loss_bbox_4: 0.1682 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:23] d2.utils.events INFO: eta: 12:20:00 iter: 292359 total_loss: 5.319 loss_ce: 0.254 loss_bbox: 0.1699 loss_giou: 0.332 loss_ce_0: 0.4718 loss_bbox_0: 0.2948 loss_giou_0: 0.5255 loss_ce_1: 0.3681 loss_bbox_1: 0.2095 loss_giou_1: 0.3817 loss_ce_2: 0.3087 loss_bbox_2: 0.1828 loss_giou_2: 0.3493 loss_ce_3: 0.2721 loss_bbox_3: 0.1729 loss_giou_3: 0.3394 loss_ce_4: 0.2608 loss_bbox_4: 0.1675 loss_giou_4: 0.3344 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:29] d2.utils.events INFO: eta: 12:19:57 iter: 292379 total_loss: 5.382 loss_ce: 0.2549 loss_bbox: 0.1723 loss_giou: 0.3224 loss_ce_0: 0.4863 loss_bbox_0: 0.2949 loss_giou_0: 0.5032 loss_ce_1: 0.3609 loss_bbox_1: 0.1986 loss_giou_1: 0.3679 loss_ce_2: 0.3028 loss_bbox_2: 0.1831 loss_giou_2: 0.3422 loss_ce_3: 0.272 loss_bbox_3: 0.1774 loss_giou_3: 0.3372 loss_ce_4: 0.2625 loss_bbox_4: 0.1752 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:34] d2.utils.events INFO: eta: 12:19:57 iter: 292399 total_loss: 5.259 loss_ce: 0.2405 loss_bbox: 0.1755 loss_giou: 0.3187 loss_ce_0: 0.4743 loss_bbox_0: 0.2979 loss_giou_0: 0.5024 loss_ce_1: 0.3428 loss_bbox_1: 0.2124 loss_giou_1: 0.3681 loss_ce_2: 0.2838 loss_bbox_2: 0.1856 loss_giou_2: 0.3404 loss_ce_3: 0.2515 loss_bbox_3: 0.1804 loss_giou_3: 0.3269 loss_ce_4: 0.2426 loss_bbox_4: 0.1746 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:40] d2.utils.events INFO: eta: 12:19:43 iter: 292419 total_loss: 5.523 loss_ce: 0.267 loss_bbox: 0.1651 loss_giou: 0.3252 loss_ce_0: 0.4705 loss_bbox_0: 0.2948 loss_giou_0: 0.5153 loss_ce_1: 0.375 loss_bbox_1: 0.1985 loss_giou_1: 0.3805 loss_ce_2: 0.3085 loss_bbox_2: 0.1802 loss_giou_2: 0.3442 loss_ce_3: 0.2862 loss_bbox_3: 0.1732 loss_giou_3: 0.3367 loss_ce_4: 0.2748 loss_bbox_4: 0.176 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:46] d2.utils.events INFO: eta: 12:19:52 iter: 292439 total_loss: 5.205 loss_ce: 0.2488 loss_bbox: 0.1624 loss_giou: 0.3102 loss_ce_0: 0.4754 loss_bbox_0: 0.2838 loss_giou_0: 0.4953 loss_ce_1: 0.3699 loss_bbox_1: 0.1943 loss_giou_1: 0.3671 loss_ce_2: 0.3026 loss_bbox_2: 0.1784 loss_giou_2: 0.3279 loss_ce_3: 0.2691 loss_bbox_3: 0.1701 loss_giou_3: 0.3204 loss_ce_4: 0.2621 loss_bbox_4: 0.1648 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:52] d2.utils.events INFO: eta: 12:19:51 iter: 292459 total_loss: 5.575 loss_ce: 0.2684 loss_bbox: 0.1797 loss_giou: 0.3351 loss_ce_0: 0.4932 loss_bbox_0: 0.3009 loss_giou_0: 0.5176 loss_ce_1: 0.3748 loss_bbox_1: 0.2044 loss_giou_1: 0.3774 loss_ce_2: 0.3136 loss_bbox_2: 0.1942 loss_giou_2: 0.3534 loss_ce_3: 0.2869 loss_bbox_3: 0.1836 loss_giou_3: 0.3429 loss_ce_4: 0.2716 loss_bbox_4: 0.1796 loss_giou_4: 0.3405 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 13:03:57] d2.utils.events INFO: eta: 12:19:43 iter: 292479 total_loss: 5.238 loss_ce: 0.238 loss_bbox: 0.1787 loss_giou: 0.3148 loss_ce_0: 0.4658 loss_bbox_0: 0.3034 loss_giou_0: 0.4908 loss_ce_1: 0.3562 loss_bbox_1: 0.2011 loss_giou_1: 0.3593 loss_ce_2: 0.2995 loss_bbox_2: 0.191 loss_giou_2: 0.331 loss_ce_3: 0.2553 loss_bbox_3: 0.1836 loss_giou_3: 0.3246 loss_ce_4: 0.2403 loss_bbox_4: 0.1841 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:03] d2.utils.events INFO: eta: 12:19:46 iter: 292499 total_loss: 5.68 loss_ce: 0.2723 loss_bbox: 0.1784 loss_giou: 0.3479 loss_ce_0: 0.4922 loss_bbox_0: 0.3055 loss_giou_0: 0.5313 loss_ce_1: 0.3942 loss_bbox_1: 0.2108 loss_giou_1: 0.4086 loss_ce_2: 0.3249 loss_bbox_2: 0.1993 loss_giou_2: 0.3731 loss_ce_3: 0.2879 loss_bbox_3: 0.1833 loss_giou_3: 0.3621 loss_ce_4: 0.2744 loss_bbox_4: 0.1813 loss_giou_4: 0.3529 time: 0.2799 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:09] d2.utils.events INFO: eta: 12:19:36 iter: 292519 total_loss: 5.488 loss_ce: 0.2661 loss_bbox: 0.1804 loss_giou: 0.3426 loss_ce_0: 0.4637 loss_bbox_0: 0.2961 loss_giou_0: 0.5143 loss_ce_1: 0.3739 loss_bbox_1: 0.2066 loss_giou_1: 0.385 loss_ce_2: 0.3185 loss_bbox_2: 0.1899 loss_giou_2: 0.3588 loss_ce_3: 0.2802 loss_bbox_3: 0.1854 loss_giou_3: 0.3486 loss_ce_4: 0.2691 loss_bbox_4: 0.1833 loss_giou_4: 0.3443 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:14] d2.utils.events INFO: eta: 12:19:26 iter: 292539 total_loss: 5.637 loss_ce: 0.2695 loss_bbox: 0.1776 loss_giou: 0.3424 loss_ce_0: 0.5032 loss_bbox_0: 0.3076 loss_giou_0: 0.5305 loss_ce_1: 0.3843 loss_bbox_1: 0.2127 loss_giou_1: 0.3996 loss_ce_2: 0.3207 loss_bbox_2: 0.1887 loss_giou_2: 0.3767 loss_ce_3: 0.2816 loss_bbox_3: 0.1799 loss_giou_3: 0.3585 loss_ce_4: 0.2626 loss_bbox_4: 0.1782 loss_giou_4: 0.3503 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:20] d2.utils.events INFO: eta: 12:19:07 iter: 292559 total_loss: 5.564 loss_ce: 0.2671 loss_bbox: 0.1686 loss_giou: 0.3208 loss_ce_0: 0.4894 loss_bbox_0: 0.297 loss_giou_0: 0.5058 loss_ce_1: 0.3883 loss_bbox_1: 0.2072 loss_giou_1: 0.3815 loss_ce_2: 0.3261 loss_bbox_2: 0.1835 loss_giou_2: 0.3462 loss_ce_3: 0.2866 loss_bbox_3: 0.1732 loss_giou_3: 0.3272 loss_ce_4: 0.2728 loss_bbox_4: 0.1718 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:26] d2.utils.events INFO: eta: 12:18:55 iter: 292579 total_loss: 5.315 loss_ce: 0.2692 loss_bbox: 0.1721 loss_giou: 0.3232 loss_ce_0: 0.4807 loss_bbox_0: 0.2867 loss_giou_0: 0.5087 loss_ce_1: 0.3623 loss_bbox_1: 0.1984 loss_giou_1: 0.3831 loss_ce_2: 0.3027 loss_bbox_2: 0.1774 loss_giou_2: 0.3501 loss_ce_3: 0.2793 loss_bbox_3: 0.1724 loss_giou_3: 0.3346 loss_ce_4: 0.2733 loss_bbox_4: 0.1703 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:31] d2.utils.events INFO: eta: 12:18:43 iter: 292599 total_loss: 5.248 loss_ce: 0.2463 loss_bbox: 0.1588 loss_giou: 0.319 loss_ce_0: 0.4739 loss_bbox_0: 0.291 loss_giou_0: 0.5001 loss_ce_1: 0.3556 loss_bbox_1: 0.2021 loss_giou_1: 0.3696 loss_ce_2: 0.2954 loss_bbox_2: 0.1837 loss_giou_2: 0.3425 loss_ce_3: 0.2676 loss_bbox_3: 0.1751 loss_giou_3: 0.3298 loss_ce_4: 0.2468 loss_bbox_4: 0.1632 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:37] d2.utils.events INFO: eta: 12:18:34 iter: 292619 total_loss: 5.353 loss_ce: 0.254 loss_bbox: 0.1835 loss_giou: 0.3259 loss_ce_0: 0.4802 loss_bbox_0: 0.304 loss_giou_0: 0.4912 loss_ce_1: 0.3592 loss_bbox_1: 0.2146 loss_giou_1: 0.368 loss_ce_2: 0.3015 loss_bbox_2: 0.1979 loss_giou_2: 0.3446 loss_ce_3: 0.2661 loss_bbox_3: 0.1873 loss_giou_3: 0.3384 loss_ce_4: 0.2554 loss_bbox_4: 0.1813 loss_giou_4: 0.3308 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:43] d2.utils.events INFO: eta: 12:18:16 iter: 292639 total_loss: 5.467 loss_ce: 0.2671 loss_bbox: 0.1723 loss_giou: 0.3192 loss_ce_0: 0.4917 loss_bbox_0: 0.3021 loss_giou_0: 0.4836 loss_ce_1: 0.3789 loss_bbox_1: 0.2167 loss_giou_1: 0.3647 loss_ce_2: 0.3188 loss_bbox_2: 0.1875 loss_giou_2: 0.3433 loss_ce_3: 0.2865 loss_bbox_3: 0.1806 loss_giou_3: 0.3237 loss_ce_4: 0.2757 loss_bbox_4: 0.1725 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:48] d2.utils.events INFO: eta: 12:18:11 iter: 292659 total_loss: 5.514 loss_ce: 0.2577 loss_bbox: 0.1843 loss_giou: 0.3301 loss_ce_0: 0.4687 loss_bbox_0: 0.303 loss_giou_0: 0.4898 loss_ce_1: 0.3542 loss_bbox_1: 0.2142 loss_giou_1: 0.3801 loss_ce_2: 0.2949 loss_bbox_2: 0.1956 loss_giou_2: 0.3603 loss_ce_3: 0.2666 loss_bbox_3: 0.1946 loss_giou_3: 0.3457 loss_ce_4: 0.2562 loss_bbox_4: 0.1885 loss_giou_4: 0.333 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:04:54] d2.utils.events INFO: eta: 12:17:52 iter: 292679 total_loss: 5.226 loss_ce: 0.2529 loss_bbox: 0.1722 loss_giou: 0.3142 loss_ce_0: 0.4621 loss_bbox_0: 0.2859 loss_giou_0: 0.479 loss_ce_1: 0.3534 loss_bbox_1: 0.1989 loss_giou_1: 0.357 loss_ce_2: 0.2856 loss_bbox_2: 0.1855 loss_giou_2: 0.3285 loss_ce_3: 0.2576 loss_bbox_3: 0.1745 loss_giou_3: 0.3226 loss_ce_4: 0.2393 loss_bbox_4: 0.1735 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:00] d2.utils.events INFO: eta: 12:17:49 iter: 292699 total_loss: 5.538 loss_ce: 0.2653 loss_bbox: 0.1794 loss_giou: 0.342 loss_ce_0: 0.4792 loss_bbox_0: 0.2967 loss_giou_0: 0.5027 loss_ce_1: 0.3799 loss_bbox_1: 0.2213 loss_giou_1: 0.3807 loss_ce_2: 0.3074 loss_bbox_2: 0.1931 loss_giou_2: 0.3548 loss_ce_3: 0.2727 loss_bbox_3: 0.1856 loss_giou_3: 0.3511 loss_ce_4: 0.2616 loss_bbox_4: 0.1801 loss_giou_4: 0.3428 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:06] d2.utils.events INFO: eta: 12:17:43 iter: 292719 total_loss: 5.833 loss_ce: 0.2727 loss_bbox: 0.1777 loss_giou: 0.3699 loss_ce_0: 0.4766 loss_bbox_0: 0.2956 loss_giou_0: 0.5544 loss_ce_1: 0.3771 loss_bbox_1: 0.204 loss_giou_1: 0.4231 loss_ce_2: 0.3187 loss_bbox_2: 0.1907 loss_giou_2: 0.3875 loss_ce_3: 0.2916 loss_bbox_3: 0.1874 loss_giou_3: 0.3702 loss_ce_4: 0.2756 loss_bbox_4: 0.1804 loss_giou_4: 0.3727 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:11] d2.utils.events INFO: eta: 12:17:51 iter: 292739 total_loss: 5.448 loss_ce: 0.2571 loss_bbox: 0.1702 loss_giou: 0.3194 loss_ce_0: 0.4797 loss_bbox_0: 0.3045 loss_giou_0: 0.4931 loss_ce_1: 0.3665 loss_bbox_1: 0.2055 loss_giou_1: 0.3642 loss_ce_2: 0.3121 loss_bbox_2: 0.1877 loss_giou_2: 0.3329 loss_ce_3: 0.269 loss_bbox_3: 0.1787 loss_giou_3: 0.3289 loss_ce_4: 0.2592 loss_bbox_4: 0.171 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:17] d2.utils.events INFO: eta: 12:17:32 iter: 292759 total_loss: 5.517 loss_ce: 0.2757 loss_bbox: 0.1779 loss_giou: 0.3363 loss_ce_0: 0.49 loss_bbox_0: 0.2959 loss_giou_0: 0.5012 loss_ce_1: 0.3678 loss_bbox_1: 0.2126 loss_giou_1: 0.3641 loss_ce_2: 0.3161 loss_bbox_2: 0.1894 loss_giou_2: 0.3509 loss_ce_3: 0.2848 loss_bbox_3: 0.1872 loss_giou_3: 0.3424 loss_ce_4: 0.28 loss_bbox_4: 0.181 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:23] d2.utils.events INFO: eta: 12:17:39 iter: 292779 total_loss: 5.831 loss_ce: 0.2925 loss_bbox: 0.1814 loss_giou: 0.3311 loss_ce_0: 0.4989 loss_bbox_0: 0.3069 loss_giou_0: 0.5239 loss_ce_1: 0.3927 loss_bbox_1: 0.2023 loss_giou_1: 0.3917 loss_ce_2: 0.3388 loss_bbox_2: 0.1877 loss_giou_2: 0.352 loss_ce_3: 0.3045 loss_bbox_3: 0.1846 loss_giou_3: 0.3457 loss_ce_4: 0.2961 loss_bbox_4: 0.1828 loss_giou_4: 0.3375 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:28] d2.utils.events INFO: eta: 12:17:36 iter: 292799 total_loss: 5.394 loss_ce: 0.2663 loss_bbox: 0.1727 loss_giou: 0.3277 loss_ce_0: 0.4657 loss_bbox_0: 0.2853 loss_giou_0: 0.5269 loss_ce_1: 0.3729 loss_bbox_1: 0.2029 loss_giou_1: 0.3861 loss_ce_2: 0.3097 loss_bbox_2: 0.1831 loss_giou_2: 0.3542 loss_ce_3: 0.282 loss_bbox_3: 0.1808 loss_giou_3: 0.3383 loss_ce_4: 0.2647 loss_bbox_4: 0.1767 loss_giou_4: 0.3326 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:34] d2.utils.events INFO: eta: 12:17:33 iter: 292819 total_loss: 5.442 loss_ce: 0.2631 loss_bbox: 0.1666 loss_giou: 0.3215 loss_ce_0: 0.4761 loss_bbox_0: 0.3022 loss_giou_0: 0.4986 loss_ce_1: 0.3779 loss_bbox_1: 0.2023 loss_giou_1: 0.372 loss_ce_2: 0.3152 loss_bbox_2: 0.1842 loss_giou_2: 0.3448 loss_ce_3: 0.2732 loss_bbox_3: 0.1699 loss_giou_3: 0.3331 loss_ce_4: 0.2673 loss_bbox_4: 0.1715 loss_giou_4: 0.3262 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:40] d2.utils.events INFO: eta: 12:17:35 iter: 292839 total_loss: 5.301 loss_ce: 0.2276 loss_bbox: 0.1665 loss_giou: 0.3316 loss_ce_0: 0.4843 loss_bbox_0: 0.2874 loss_giou_0: 0.5271 loss_ce_1: 0.3624 loss_bbox_1: 0.1929 loss_giou_1: 0.3712 loss_ce_2: 0.2892 loss_bbox_2: 0.1787 loss_giou_2: 0.3467 loss_ce_3: 0.2495 loss_bbox_3: 0.171 loss_giou_3: 0.3424 loss_ce_4: 0.2356 loss_bbox_4: 0.1672 loss_giou_4: 0.3343 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:46] d2.utils.events INFO: eta: 12:17:22 iter: 292859 total_loss: 5.177 loss_ce: 0.2394 loss_bbox: 0.1729 loss_giou: 0.2954 loss_ce_0: 0.4683 loss_bbox_0: 0.2981 loss_giou_0: 0.4523 loss_ce_1: 0.3502 loss_bbox_1: 0.209 loss_giou_1: 0.3352 loss_ce_2: 0.2876 loss_bbox_2: 0.1781 loss_giou_2: 0.3098 loss_ce_3: 0.2521 loss_bbox_3: 0.1738 loss_giou_3: 0.2997 loss_ce_4: 0.2358 loss_bbox_4: 0.1728 loss_giou_4: 0.2955 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:51] d2.utils.events INFO: eta: 12:17:03 iter: 292879 total_loss: 5.857 loss_ce: 0.3022 loss_bbox: 0.1865 loss_giou: 0.337 loss_ce_0: 0.5209 loss_bbox_0: 0.3029 loss_giou_0: 0.5041 loss_ce_1: 0.4019 loss_bbox_1: 0.2191 loss_giou_1: 0.3828 loss_ce_2: 0.3394 loss_bbox_2: 0.1991 loss_giou_2: 0.358 loss_ce_3: 0.3109 loss_bbox_3: 0.1916 loss_giou_3: 0.3472 loss_ce_4: 0.2994 loss_bbox_4: 0.1887 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:05:57] d2.utils.events INFO: eta: 12:17:05 iter: 292899 total_loss: 5.399 loss_ce: 0.2714 loss_bbox: 0.1717 loss_giou: 0.3285 loss_ce_0: 0.488 loss_bbox_0: 0.2915 loss_giou_0: 0.5012 loss_ce_1: 0.373 loss_bbox_1: 0.2054 loss_giou_1: 0.3711 loss_ce_2: 0.3091 loss_bbox_2: 0.1769 loss_giou_2: 0.3432 loss_ce_3: 0.2744 loss_bbox_3: 0.177 loss_giou_3: 0.3392 loss_ce_4: 0.2696 loss_bbox_4: 0.1689 loss_giou_4: 0.3325 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:03] d2.utils.events INFO: eta: 12:16:48 iter: 292919 total_loss: 5.24 loss_ce: 0.2409 loss_bbox: 0.1618 loss_giou: 0.32 loss_ce_0: 0.4723 loss_bbox_0: 0.2855 loss_giou_0: 0.5008 loss_ce_1: 0.3532 loss_bbox_1: 0.1919 loss_giou_1: 0.3731 loss_ce_2: 0.296 loss_bbox_2: 0.1706 loss_giou_2: 0.3356 loss_ce_3: 0.2547 loss_bbox_3: 0.1653 loss_giou_3: 0.325 loss_ce_4: 0.2472 loss_bbox_4: 0.1618 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:08] d2.utils.events INFO: eta: 12:16:55 iter: 292939 total_loss: 5.362 loss_ce: 0.2589 loss_bbox: 0.1637 loss_giou: 0.3298 loss_ce_0: 0.4645 loss_bbox_0: 0.2773 loss_giou_0: 0.5059 loss_ce_1: 0.3572 loss_bbox_1: 0.1983 loss_giou_1: 0.3859 loss_ce_2: 0.3032 loss_bbox_2: 0.1732 loss_giou_2: 0.355 loss_ce_3: 0.2689 loss_bbox_3: 0.1661 loss_giou_3: 0.3431 loss_ce_4: 0.2569 loss_bbox_4: 0.1662 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:14] d2.utils.events INFO: eta: 12:16:37 iter: 292959 total_loss: 5.583 loss_ce: 0.2843 loss_bbox: 0.1738 loss_giou: 0.3357 loss_ce_0: 0.4862 loss_bbox_0: 0.3077 loss_giou_0: 0.5134 loss_ce_1: 0.3894 loss_bbox_1: 0.2038 loss_giou_1: 0.3809 loss_ce_2: 0.3344 loss_bbox_2: 0.1836 loss_giou_2: 0.3467 loss_ce_3: 0.3043 loss_bbox_3: 0.1803 loss_giou_3: 0.341 loss_ce_4: 0.2889 loss_bbox_4: 0.1791 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:20] d2.utils.events INFO: eta: 12:16:30 iter: 292979 total_loss: 5.67 loss_ce: 0.2838 loss_bbox: 0.1924 loss_giou: 0.3623 loss_ce_0: 0.4922 loss_bbox_0: 0.3173 loss_giou_0: 0.5334 loss_ce_1: 0.3748 loss_bbox_1: 0.2261 loss_giou_1: 0.4065 loss_ce_2: 0.3222 loss_bbox_2: 0.2002 loss_giou_2: 0.3861 loss_ce_3: 0.2947 loss_bbox_3: 0.2025 loss_giou_3: 0.3745 loss_ce_4: 0.2881 loss_bbox_4: 0.1943 loss_giou_4: 0.3719 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:25] d2.utils.events INFO: eta: 12:16:24 iter: 292999 total_loss: 5.275 loss_ce: 0.2482 loss_bbox: 0.1587 loss_giou: 0.3335 loss_ce_0: 0.4751 loss_bbox_0: 0.276 loss_giou_0: 0.5244 loss_ce_1: 0.3573 loss_bbox_1: 0.1965 loss_giou_1: 0.3795 loss_ce_2: 0.2942 loss_bbox_2: 0.171 loss_giou_2: 0.35 loss_ce_3: 0.2602 loss_bbox_3: 0.1738 loss_giou_3: 0.3425 loss_ce_4: 0.2443 loss_bbox_4: 0.1618 loss_giou_4: 0.3378 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:31] d2.utils.events INFO: eta: 12:16:16 iter: 293019 total_loss: 5.689 loss_ce: 0.2855 loss_bbox: 0.1874 loss_giou: 0.3256 loss_ce_0: 0.5084 loss_bbox_0: 0.3162 loss_giou_0: 0.533 loss_ce_1: 0.3879 loss_bbox_1: 0.2193 loss_giou_1: 0.3791 loss_ce_2: 0.3287 loss_bbox_2: 0.2013 loss_giou_2: 0.3448 loss_ce_3: 0.2975 loss_bbox_3: 0.1917 loss_giou_3: 0.3373 loss_ce_4: 0.2891 loss_bbox_4: 0.1835 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:37] d2.utils.events INFO: eta: 12:16:17 iter: 293039 total_loss: 5.534 loss_ce: 0.2695 loss_bbox: 0.1724 loss_giou: 0.327 loss_ce_0: 0.5026 loss_bbox_0: 0.3086 loss_giou_0: 0.518 loss_ce_1: 0.3895 loss_bbox_1: 0.2147 loss_giou_1: 0.3782 loss_ce_2: 0.337 loss_bbox_2: 0.1913 loss_giou_2: 0.3501 loss_ce_3: 0.2999 loss_bbox_3: 0.1827 loss_giou_3: 0.3413 loss_ce_4: 0.2834 loss_bbox_4: 0.1741 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:42] d2.utils.events INFO: eta: 12:16:23 iter: 293059 total_loss: 5.598 loss_ce: 0.2754 loss_bbox: 0.1899 loss_giou: 0.3305 loss_ce_0: 0.5193 loss_bbox_0: 0.3234 loss_giou_0: 0.5153 loss_ce_1: 0.3915 loss_bbox_1: 0.2353 loss_giou_1: 0.3812 loss_ce_2: 0.3323 loss_bbox_2: 0.2101 loss_giou_2: 0.346 loss_ce_3: 0.2875 loss_bbox_3: 0.2018 loss_giou_3: 0.3401 loss_ce_4: 0.2731 loss_bbox_4: 0.1917 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:48] d2.utils.events INFO: eta: 12:16:17 iter: 293079 total_loss: 5.533 loss_ce: 0.2611 loss_bbox: 0.1619 loss_giou: 0.341 loss_ce_0: 0.4766 loss_bbox_0: 0.2844 loss_giou_0: 0.5293 loss_ce_1: 0.3658 loss_bbox_1: 0.2037 loss_giou_1: 0.3933 loss_ce_2: 0.299 loss_bbox_2: 0.177 loss_giou_2: 0.3643 loss_ce_3: 0.2754 loss_bbox_3: 0.1723 loss_giou_3: 0.3543 loss_ce_4: 0.2641 loss_bbox_4: 0.1653 loss_giou_4: 0.3461 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 13:06:54] d2.utils.events INFO: eta: 12:16:12 iter: 293099 total_loss: 5.608 loss_ce: 0.2669 loss_bbox: 0.1754 loss_giou: 0.3232 loss_ce_0: 0.4826 loss_bbox_0: 0.3011 loss_giou_0: 0.5207 loss_ce_1: 0.3672 loss_bbox_1: 0.2127 loss_giou_1: 0.3792 loss_ce_2: 0.3175 loss_bbox_2: 0.1949 loss_giou_2: 0.339 loss_ce_3: 0.2828 loss_bbox_3: 0.1809 loss_giou_3: 0.3305 loss_ce_4: 0.2684 loss_bbox_4: 0.176 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 13:07:00] d2.utils.events INFO: eta: 12:16:03 iter: 293119 total_loss: 5.236 loss_ce: 0.2537 loss_bbox: 0.1646 loss_giou: 0.3048 loss_ce_0: 0.4794 loss_bbox_0: 0.2825 loss_giou_0: 0.479 loss_ce_1: 0.3716 loss_bbox_1: 0.1917 loss_giou_1: 0.3492 loss_ce_2: 0.3014 loss_bbox_2: 0.1739 loss_giou_2: 0.3225 loss_ce_3: 0.2712 loss_bbox_3: 0.171 loss_giou_3: 0.3129 loss_ce_4: 0.2597 loss_bbox_4: 0.1672 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 13:07:05] d2.utils.events INFO: eta: 12:15:55 iter: 293139 total_loss: 5.034 loss_ce: 0.2446 loss_bbox: 0.1698 loss_giou: 0.2997 loss_ce_0: 0.4723 loss_bbox_0: 0.2702 loss_giou_0: 0.4698 loss_ce_1: 0.3631 loss_bbox_1: 0.1934 loss_giou_1: 0.3405 loss_ce_2: 0.2987 loss_bbox_2: 0.1736 loss_giou_2: 0.3228 loss_ce_3: 0.2565 loss_bbox_3: 0.1749 loss_giou_3: 0.3121 loss_ce_4: 0.2508 loss_bbox_4: 0.1727 loss_giou_4: 0.3058 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 13:07:11] d2.utils.events INFO: eta: 12:15:58 iter: 293159 total_loss: 5.539 loss_ce: 0.2765 loss_bbox: 0.1937 loss_giou: 0.322 loss_ce_0: 0.4882 loss_bbox_0: 0.319 loss_giou_0: 0.4987 loss_ce_1: 0.3774 loss_bbox_1: 0.2235 loss_giou_1: 0.3671 loss_ce_2: 0.3191 loss_bbox_2: 0.209 loss_giou_2: 0.3448 loss_ce_3: 0.2865 loss_bbox_3: 0.2039 loss_giou_3: 0.3344 loss_ce_4: 0.2756 loss_bbox_4: 0.1982 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:07:17] d2.utils.events INFO: eta: 12:15:47 iter: 293179 total_loss: 5.532 loss_ce: 0.2517 loss_bbox: 0.1815 loss_giou: 0.3359 loss_ce_0: 0.4895 loss_bbox_0: 0.3068 loss_giou_0: 0.501 loss_ce_1: 0.3791 loss_bbox_1: 0.2234 loss_giou_1: 0.3863 loss_ce_2: 0.3155 loss_bbox_2: 0.2064 loss_giou_2: 0.3494 loss_ce_3: 0.2816 loss_bbox_3: 0.1933 loss_giou_3: 0.3379 loss_ce_4: 0.2627 loss_bbox_4: 0.1823 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 13:07:23] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.10 seconds. [11/03 13:07:23] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 13:07:24] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 13:07:24] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 13:07:25] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 13:07:25] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 13:07:26] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 13:07:35] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0017 s/iter. Inference: 0.0469 s/iter. Eval: 0.0003 s/iter. Total: 0.0489 s/iter. ETA=0:00:30 [11/03 13:07:40] d2.evaluation.evaluator INFO: Inference done 110/625. Dataloading: 0.0033 s/iter. Inference: 0.0470 s/iter. Eval: 0.0004 s/iter. Total: 0.0507 s/iter. ETA=0:00:26 [11/03 13:07:45] d2.evaluation.evaluator INFO: Inference done 208/625. Dataloading: 0.0030 s/iter. Inference: 0.0476 s/iter. Eval: 0.0004 s/iter. Total: 0.0510 s/iter. ETA=0:00:21 [11/03 13:07:50] d2.evaluation.evaluator INFO: Inference done 304/625. Dataloading: 0.0029 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0515 s/iter. ETA=0:00:16 [11/03 13:07:55] d2.evaluation.evaluator INFO: Inference done 403/625. Dataloading: 0.0029 s/iter. Inference: 0.0479 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:11 [11/03 13:08:00] d2.evaluation.evaluator INFO: Inference done 478/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0027 s/iter. Total: 0.0537 s/iter. ETA=0:00:07 [11/03 13:08:05] d2.evaluation.evaluator INFO: Inference done 602/625. Dataloading: 0.0026 s/iter. Inference: 0.0462 s/iter. Eval: 0.0022 s/iter. Total: 0.0510 s/iter. ETA=0:00:01 [11/03 13:08:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.524194 (0.050845 s / iter per device, on 8 devices) [11/03 13:08:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.045645 s / iter per device, on 8 devices) [11/03 13:08:13] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 13:08:13] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 13:08:16] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 13:08:20] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 13:08:32] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.56 seconds. [11/03 13:08:33] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 13:08:34] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.48 seconds. [11/03 13:08:34] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.530 | 61.616 | 45.311 | 25.368 | 45.008 | 57.847 | [11/03 13:08:34] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.195 | bicycle | 29.897 | car | 43.945 | | motorcycle | 41.546 | airplane | 66.027 | bus | 65.411 | | train | 64.788 | truck | 35.751 | boat | 23.904 | | traffic light | 26.305 | fire hydrant | 66.330 | stop sign | 66.280 | | parking meter | 42.996 | bench | 25.444 | bird | 37.218 | | cat | 71.393 | dog | 64.452 | horse | 59.686 | | sheep | 51.619 | cow | 59.861 | elephant | 65.913 | | bear | 76.776 | zebra | 65.910 | giraffe | 67.965 | | backpack | 16.765 | umbrella | 35.780 | handbag | 14.011 | | tie | 33.768 | suitcase | 41.334 | frisbee | 69.126 | | skis | 25.105 | snowboard | 41.665 | sports ball | 48.604 | | kite | 44.641 | baseball bat | 32.240 | baseball glove | 39.715 | | skateboard | 53.419 | surfboard | 38.895 | tennis racket | 48.077 | | bottle | 37.438 | wine glass | 33.118 | cup | 41.326 | | fork | 32.352 | knife | 17.142 | spoon | 19.235 | | bowl | 43.408 | banana | 24.437 | apple | 23.310 | | sandwich | 37.211 | orange | 31.668 | broccoli | 22.193 | | carrot | 20.899 | hot dog | 38.497 | pizza | 54.388 | | donut | 46.195 | cake | 35.938 | chair | 25.652 | | couch | 47.508 | potted plant | 25.361 | bed | 49.432 | | dining table | 30.086 | toilet | 61.921 | tv | 57.509 | | laptop | 59.485 | mouse | 61.944 | remote | 33.037 | | keyboard | 49.009 | cell phone | 37.462 | microwave | 61.350 | | oven | 31.259 | toaster | 40.340 | sink | 37.259 | | refrigerator | 60.236 | book | 12.725 | clock | 50.634 | | vase | 39.063 | scissors | 30.676 | teddy bear | 44.005 | | hair drier | 11.003 | toothbrush | 29.907 | | | [11/03 13:08:35] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 13:08:35] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 13:08:35] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 13:08:35] d2.evaluation.testing INFO: copypaste: 42.5296,61.6164,45.3113,25.3679,45.0082,57.8471 [11/03 13:08:35] d2.utils.events INFO: eta: 12:15:50 iter: 293199 total_loss: 5.307 loss_ce: 0.2475 loss_bbox: 0.1784 loss_giou: 0.3291 loss_ce_0: 0.481 loss_bbox_0: 0.2971 loss_giou_0: 0.4957 loss_ce_1: 0.356 loss_bbox_1: 0.2141 loss_giou_1: 0.3764 loss_ce_2: 0.3027 loss_bbox_2: 0.1963 loss_giou_2: 0.3537 loss_ce_3: 0.2686 loss_bbox_3: 0.1857 loss_giou_3: 0.341 loss_ce_4: 0.2541 loss_bbox_4: 0.1798 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:08:41] d2.utils.events INFO: eta: 12:15:42 iter: 293219 total_loss: 5.452 loss_ce: 0.2797 loss_bbox: 0.1655 loss_giou: 0.3257 loss_ce_0: 0.4975 loss_bbox_0: 0.2945 loss_giou_0: 0.518 loss_ce_1: 0.3849 loss_bbox_1: 0.2005 loss_giou_1: 0.3797 loss_ce_2: 0.3268 loss_bbox_2: 0.1788 loss_giou_2: 0.347 loss_ce_3: 0.3035 loss_bbox_3: 0.1723 loss_giou_3: 0.333 loss_ce_4: 0.2853 loss_bbox_4: 0.1672 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:08:47] d2.utils.events INFO: eta: 12:15:32 iter: 293239 total_loss: 5.315 loss_ce: 0.2528 loss_bbox: 0.1783 loss_giou: 0.3261 loss_ce_0: 0.4843 loss_bbox_0: 0.3003 loss_giou_0: 0.5231 loss_ce_1: 0.3658 loss_bbox_1: 0.2097 loss_giou_1: 0.3761 loss_ce_2: 0.2994 loss_bbox_2: 0.1802 loss_giou_2: 0.3365 loss_ce_3: 0.2666 loss_bbox_3: 0.1794 loss_giou_3: 0.3303 loss_ce_4: 0.2525 loss_bbox_4: 0.1763 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 13:08:52] d2.utils.events INFO: eta: 12:15:27 iter: 293259 total_loss: 5.239 loss_ce: 0.2476 loss_bbox: 0.1773 loss_giou: 0.3162 loss_ce_0: 0.4772 loss_bbox_0: 0.2954 loss_giou_0: 0.4885 loss_ce_1: 0.3647 loss_bbox_1: 0.2022 loss_giou_1: 0.3591 loss_ce_2: 0.3017 loss_bbox_2: 0.1827 loss_giou_2: 0.3305 loss_ce_3: 0.2666 loss_bbox_3: 0.1815 loss_giou_3: 0.3214 loss_ce_4: 0.2461 loss_bbox_4: 0.1794 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 13:08:58] d2.utils.events INFO: eta: 12:15:20 iter: 293279 total_loss: 5.117 loss_ce: 0.2437 loss_bbox: 0.1624 loss_giou: 0.3102 loss_ce_0: 0.4536 loss_bbox_0: 0.2852 loss_giou_0: 0.4867 loss_ce_1: 0.356 loss_bbox_1: 0.1996 loss_giou_1: 0.3596 loss_ce_2: 0.2869 loss_bbox_2: 0.1738 loss_giou_2: 0.3267 loss_ce_3: 0.2596 loss_bbox_3: 0.1664 loss_giou_3: 0.3166 loss_ce_4: 0.2399 loss_bbox_4: 0.1628 loss_giou_4: 0.3152 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:04] d2.utils.events INFO: eta: 12:15:15 iter: 293299 total_loss: 5.573 loss_ce: 0.272 loss_bbox: 0.179 loss_giou: 0.3155 loss_ce_0: 0.5008 loss_bbox_0: 0.3094 loss_giou_0: 0.5207 loss_ce_1: 0.3885 loss_bbox_1: 0.2197 loss_giou_1: 0.373 loss_ce_2: 0.32 loss_bbox_2: 0.1954 loss_giou_2: 0.3442 loss_ce_3: 0.287 loss_bbox_3: 0.1898 loss_giou_3: 0.3316 loss_ce_4: 0.2736 loss_bbox_4: 0.1838 loss_giou_4: 0.3199 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:09] d2.utils.events INFO: eta: 12:15:09 iter: 293319 total_loss: 5.655 loss_ce: 0.297 loss_bbox: 0.1805 loss_giou: 0.3262 loss_ce_0: 0.4929 loss_bbox_0: 0.3161 loss_giou_0: 0.5213 loss_ce_1: 0.3924 loss_bbox_1: 0.2217 loss_giou_1: 0.3908 loss_ce_2: 0.3414 loss_bbox_2: 0.2013 loss_giou_2: 0.3493 loss_ce_3: 0.3111 loss_bbox_3: 0.1875 loss_giou_3: 0.3397 loss_ce_4: 0.3032 loss_bbox_4: 0.1836 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:15] d2.utils.events INFO: eta: 12:15:04 iter: 293339 total_loss: 5.457 loss_ce: 0.2749 loss_bbox: 0.1714 loss_giou: 0.3315 loss_ce_0: 0.4885 loss_bbox_0: 0.2935 loss_giou_0: 0.5233 loss_ce_1: 0.3777 loss_bbox_1: 0.2035 loss_giou_1: 0.3859 loss_ce_2: 0.3171 loss_bbox_2: 0.1888 loss_giou_2: 0.3505 loss_ce_3: 0.2832 loss_bbox_3: 0.179 loss_giou_3: 0.3411 loss_ce_4: 0.2746 loss_bbox_4: 0.1724 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:21] d2.utils.events INFO: eta: 12:14:58 iter: 293359 total_loss: 5.503 loss_ce: 0.2683 loss_bbox: 0.1815 loss_giou: 0.3314 loss_ce_0: 0.4828 loss_bbox_0: 0.3061 loss_giou_0: 0.5138 loss_ce_1: 0.3664 loss_bbox_1: 0.2126 loss_giou_1: 0.3761 loss_ce_2: 0.3189 loss_bbox_2: 0.1939 loss_giou_2: 0.35 loss_ce_3: 0.2906 loss_bbox_3: 0.1854 loss_giou_3: 0.3333 loss_ce_4: 0.2733 loss_bbox_4: 0.181 loss_giou_4: 0.3354 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:26] d2.utils.events INFO: eta: 12:14:50 iter: 293379 total_loss: 5.137 loss_ce: 0.2559 loss_bbox: 0.1651 loss_giou: 0.291 loss_ce_0: 0.4614 loss_bbox_0: 0.2897 loss_giou_0: 0.4847 loss_ce_1: 0.3603 loss_bbox_1: 0.1989 loss_giou_1: 0.3374 loss_ce_2: 0.3028 loss_bbox_2: 0.1797 loss_giou_2: 0.3082 loss_ce_3: 0.2705 loss_bbox_3: 0.1706 loss_giou_3: 0.3009 loss_ce_4: 0.2589 loss_bbox_4: 0.172 loss_giou_4: 0.2995 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:32] d2.utils.events INFO: eta: 12:14:35 iter: 293399 total_loss: 5.206 loss_ce: 0.2603 loss_bbox: 0.1567 loss_giou: 0.3153 loss_ce_0: 0.4631 loss_bbox_0: 0.279 loss_giou_0: 0.4953 loss_ce_1: 0.3559 loss_bbox_1: 0.1974 loss_giou_1: 0.3616 loss_ce_2: 0.2921 loss_bbox_2: 0.1748 loss_giou_2: 0.3256 loss_ce_3: 0.2612 loss_bbox_3: 0.1621 loss_giou_3: 0.3212 loss_ce_4: 0.2578 loss_bbox_4: 0.1595 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:38] d2.utils.events INFO: eta: 12:14:15 iter: 293419 total_loss: 5.364 loss_ce: 0.2638 loss_bbox: 0.1721 loss_giou: 0.3147 loss_ce_0: 0.4742 loss_bbox_0: 0.2791 loss_giou_0: 0.4847 loss_ce_1: 0.3822 loss_bbox_1: 0.195 loss_giou_1: 0.3598 loss_ce_2: 0.3308 loss_bbox_2: 0.1797 loss_giou_2: 0.3351 loss_ce_3: 0.297 loss_bbox_3: 0.1779 loss_giou_3: 0.3229 loss_ce_4: 0.2684 loss_bbox_4: 0.1742 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:43] d2.utils.events INFO: eta: 12:13:53 iter: 293439 total_loss: 5.324 loss_ce: 0.2686 loss_bbox: 0.1579 loss_giou: 0.3085 loss_ce_0: 0.469 loss_bbox_0: 0.2849 loss_giou_0: 0.4707 loss_ce_1: 0.3626 loss_bbox_1: 0.1992 loss_giou_1: 0.3514 loss_ce_2: 0.3121 loss_bbox_2: 0.1749 loss_giou_2: 0.3359 loss_ce_3: 0.2857 loss_bbox_3: 0.1642 loss_giou_3: 0.3158 loss_ce_4: 0.2706 loss_bbox_4: 0.1604 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:49] d2.utils.events INFO: eta: 12:13:36 iter: 293459 total_loss: 5.615 loss_ce: 0.2875 loss_bbox: 0.1682 loss_giou: 0.3286 loss_ce_0: 0.4858 loss_bbox_0: 0.3168 loss_giou_0: 0.5041 loss_ce_1: 0.3779 loss_bbox_1: 0.2115 loss_giou_1: 0.3757 loss_ce_2: 0.3249 loss_bbox_2: 0.1912 loss_giou_2: 0.3511 loss_ce_3: 0.2985 loss_bbox_3: 0.1773 loss_giou_3: 0.335 loss_ce_4: 0.285 loss_bbox_4: 0.1714 loss_giou_4: 0.333 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 13:09:55] d2.utils.events INFO: eta: 12:13:16 iter: 293479 total_loss: 5.547 loss_ce: 0.2786 loss_bbox: 0.1794 loss_giou: 0.3408 loss_ce_0: 0.4888 loss_bbox_0: 0.2999 loss_giou_0: 0.4934 loss_ce_1: 0.3846 loss_bbox_1: 0.2131 loss_giou_1: 0.3823 loss_ce_2: 0.3303 loss_bbox_2: 0.1971 loss_giou_2: 0.3546 loss_ce_3: 0.2899 loss_bbox_3: 0.1838 loss_giou_3: 0.3496 loss_ce_4: 0.2757 loss_bbox_4: 0.18 loss_giou_4: 0.3454 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:00] d2.utils.events INFO: eta: 12:13:11 iter: 293499 total_loss: 5.484 loss_ce: 0.2735 loss_bbox: 0.1679 loss_giou: 0.3381 loss_ce_0: 0.484 loss_bbox_0: 0.2989 loss_giou_0: 0.5234 loss_ce_1: 0.39 loss_bbox_1: 0.2071 loss_giou_1: 0.3843 loss_ce_2: 0.315 loss_bbox_2: 0.1884 loss_giou_2: 0.3523 loss_ce_3: 0.2894 loss_bbox_3: 0.1802 loss_giou_3: 0.3458 loss_ce_4: 0.2746 loss_bbox_4: 0.1714 loss_giou_4: 0.3372 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:06] d2.utils.events INFO: eta: 12:13:05 iter: 293519 total_loss: 5.476 loss_ce: 0.2803 loss_bbox: 0.1739 loss_giou: 0.3223 loss_ce_0: 0.4953 loss_bbox_0: 0.2901 loss_giou_0: 0.4896 loss_ce_1: 0.3856 loss_bbox_1: 0.2078 loss_giou_1: 0.3757 loss_ce_2: 0.3303 loss_bbox_2: 0.1834 loss_giou_2: 0.3419 loss_ce_3: 0.2862 loss_bbox_3: 0.1805 loss_giou_3: 0.3368 loss_ce_4: 0.2732 loss_bbox_4: 0.1754 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:12] d2.utils.events INFO: eta: 12:13:09 iter: 293539 total_loss: 5.146 loss_ce: 0.2557 loss_bbox: 0.1642 loss_giou: 0.3094 loss_ce_0: 0.4724 loss_bbox_0: 0.2877 loss_giou_0: 0.4964 loss_ce_1: 0.3638 loss_bbox_1: 0.2028 loss_giou_1: 0.3603 loss_ce_2: 0.3029 loss_bbox_2: 0.1757 loss_giou_2: 0.3343 loss_ce_3: 0.2755 loss_bbox_3: 0.1716 loss_giou_3: 0.3209 loss_ce_4: 0.2597 loss_bbox_4: 0.1674 loss_giou_4: 0.309 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:17] d2.utils.events INFO: eta: 12:12:56 iter: 293559 total_loss: 5.676 loss_ce: 0.2783 loss_bbox: 0.183 loss_giou: 0.3399 loss_ce_0: 0.5022 loss_bbox_0: 0.3098 loss_giou_0: 0.5149 loss_ce_1: 0.3802 loss_bbox_1: 0.2196 loss_giou_1: 0.3901 loss_ce_2: 0.3279 loss_bbox_2: 0.1922 loss_giou_2: 0.359 loss_ce_3: 0.292 loss_bbox_3: 0.1887 loss_giou_3: 0.3545 loss_ce_4: 0.2817 loss_bbox_4: 0.1854 loss_giou_4: 0.3488 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:23] d2.utils.events INFO: eta: 12:12:57 iter: 293579 total_loss: 5.51 loss_ce: 0.25 loss_bbox: 0.1848 loss_giou: 0.3285 loss_ce_0: 0.4795 loss_bbox_0: 0.2982 loss_giou_0: 0.5056 loss_ce_1: 0.3658 loss_bbox_1: 0.2153 loss_giou_1: 0.3817 loss_ce_2: 0.3042 loss_bbox_2: 0.2024 loss_giou_2: 0.353 loss_ce_3: 0.2649 loss_bbox_3: 0.1932 loss_giou_3: 0.3394 loss_ce_4: 0.2493 loss_bbox_4: 0.187 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:29] d2.utils.events INFO: eta: 12:12:48 iter: 293599 total_loss: 5.755 loss_ce: 0.2663 loss_bbox: 0.1976 loss_giou: 0.3535 loss_ce_0: 0.492 loss_bbox_0: 0.3096 loss_giou_0: 0.5276 loss_ce_1: 0.3921 loss_bbox_1: 0.2256 loss_giou_1: 0.4102 loss_ce_2: 0.3258 loss_bbox_2: 0.2041 loss_giou_2: 0.3723 loss_ce_3: 0.2848 loss_bbox_3: 0.1947 loss_giou_3: 0.3622 loss_ce_4: 0.2703 loss_bbox_4: 0.1897 loss_giou_4: 0.3573 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:34] d2.utils.events INFO: eta: 12:12:42 iter: 293619 total_loss: 5.529 loss_ce: 0.2779 loss_bbox: 0.1882 loss_giou: 0.3126 loss_ce_0: 0.4842 loss_bbox_0: 0.3135 loss_giou_0: 0.5069 loss_ce_1: 0.3923 loss_bbox_1: 0.218 loss_giou_1: 0.3769 loss_ce_2: 0.3178 loss_bbox_2: 0.1987 loss_giou_2: 0.3471 loss_ce_3: 0.2883 loss_bbox_3: 0.1957 loss_giou_3: 0.332 loss_ce_4: 0.2829 loss_bbox_4: 0.1892 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:40] d2.utils.events INFO: eta: 12:12:32 iter: 293639 total_loss: 5.513 loss_ce: 0.2844 loss_bbox: 0.1674 loss_giou: 0.3409 loss_ce_0: 0.4808 loss_bbox_0: 0.2989 loss_giou_0: 0.5243 loss_ce_1: 0.3723 loss_bbox_1: 0.1953 loss_giou_1: 0.3864 loss_ce_2: 0.3249 loss_bbox_2: 0.1838 loss_giou_2: 0.3528 loss_ce_3: 0.2743 loss_bbox_3: 0.1777 loss_giou_3: 0.3482 loss_ce_4: 0.2784 loss_bbox_4: 0.1701 loss_giou_4: 0.3442 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:46] d2.utils.events INFO: eta: 12:12:25 iter: 293659 total_loss: 5.171 loss_ce: 0.246 loss_bbox: 0.1837 loss_giou: 0.3085 loss_ce_0: 0.4674 loss_bbox_0: 0.3034 loss_giou_0: 0.4738 loss_ce_1: 0.3355 loss_bbox_1: 0.2137 loss_giou_1: 0.3432 loss_ce_2: 0.2851 loss_bbox_2: 0.2051 loss_giou_2: 0.3203 loss_ce_3: 0.2634 loss_bbox_3: 0.1904 loss_giou_3: 0.316 loss_ce_4: 0.2536 loss_bbox_4: 0.1894 loss_giou_4: 0.3114 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:51] d2.utils.events INFO: eta: 12:12:20 iter: 293679 total_loss: 5.233 loss_ce: 0.2484 loss_bbox: 0.1713 loss_giou: 0.3189 loss_ce_0: 0.461 loss_bbox_0: 0.2977 loss_giou_0: 0.4937 loss_ce_1: 0.3465 loss_bbox_1: 0.2064 loss_giou_1: 0.3697 loss_ce_2: 0.2786 loss_bbox_2: 0.1918 loss_giou_2: 0.3383 loss_ce_3: 0.2579 loss_bbox_3: 0.1823 loss_giou_3: 0.3272 loss_ce_4: 0.2437 loss_bbox_4: 0.1707 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:10:57] d2.utils.events INFO: eta: 12:12:15 iter: 293699 total_loss: 5.727 loss_ce: 0.2705 loss_bbox: 0.1717 loss_giou: 0.3347 loss_ce_0: 0.4895 loss_bbox_0: 0.3085 loss_giou_0: 0.5199 loss_ce_1: 0.3871 loss_bbox_1: 0.2088 loss_giou_1: 0.389 loss_ce_2: 0.321 loss_bbox_2: 0.1909 loss_giou_2: 0.3538 loss_ce_3: 0.3003 loss_bbox_3: 0.1876 loss_giou_3: 0.347 loss_ce_4: 0.2703 loss_bbox_4: 0.1767 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:03] d2.utils.events INFO: eta: 12:11:51 iter: 293719 total_loss: 4.998 loss_ce: 0.2316 loss_bbox: 0.164 loss_giou: 0.3002 loss_ce_0: 0.4465 loss_bbox_0: 0.2804 loss_giou_0: 0.4717 loss_ce_1: 0.3478 loss_bbox_1: 0.1951 loss_giou_1: 0.352 loss_ce_2: 0.2875 loss_bbox_2: 0.1788 loss_giou_2: 0.3199 loss_ce_3: 0.2497 loss_bbox_3: 0.1664 loss_giou_3: 0.3127 loss_ce_4: 0.2353 loss_bbox_4: 0.1662 loss_giou_4: 0.3005 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:08] d2.utils.events INFO: eta: 12:11:22 iter: 293739 total_loss: 5.088 loss_ce: 0.237 loss_bbox: 0.1699 loss_giou: 0.3084 loss_ce_0: 0.4555 loss_bbox_0: 0.2952 loss_giou_0: 0.4771 loss_ce_1: 0.3518 loss_bbox_1: 0.2013 loss_giou_1: 0.3524 loss_ce_2: 0.2818 loss_bbox_2: 0.18 loss_giou_2: 0.3279 loss_ce_3: 0.2513 loss_bbox_3: 0.1797 loss_giou_3: 0.3186 loss_ce_4: 0.2423 loss_bbox_4: 0.1754 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:14] d2.utils.events INFO: eta: 12:11:34 iter: 293759 total_loss: 5.373 loss_ce: 0.2636 loss_bbox: 0.1733 loss_giou: 0.3303 loss_ce_0: 0.4773 loss_bbox_0: 0.294 loss_giou_0: 0.5338 loss_ce_1: 0.3696 loss_bbox_1: 0.2009 loss_giou_1: 0.3883 loss_ce_2: 0.3046 loss_bbox_2: 0.1855 loss_giou_2: 0.3542 loss_ce_3: 0.2766 loss_bbox_3: 0.1844 loss_giou_3: 0.3378 loss_ce_4: 0.2655 loss_bbox_4: 0.1789 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:20] d2.utils.events INFO: eta: 12:11:16 iter: 293779 total_loss: 5.309 loss_ce: 0.2551 loss_bbox: 0.1664 loss_giou: 0.3311 loss_ce_0: 0.4775 loss_bbox_0: 0.2987 loss_giou_0: 0.5123 loss_ce_1: 0.3505 loss_bbox_1: 0.1975 loss_giou_1: 0.3729 loss_ce_2: 0.2938 loss_bbox_2: 0.1806 loss_giou_2: 0.3393 loss_ce_3: 0.2728 loss_bbox_3: 0.1683 loss_giou_3: 0.3348 loss_ce_4: 0.2543 loss_bbox_4: 0.1656 loss_giou_4: 0.3326 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:25] d2.utils.events INFO: eta: 12:10:55 iter: 293799 total_loss: 5.552 loss_ce: 0.277 loss_bbox: 0.1664 loss_giou: 0.3317 loss_ce_0: 0.4921 loss_bbox_0: 0.2921 loss_giou_0: 0.5027 loss_ce_1: 0.3876 loss_bbox_1: 0.2072 loss_giou_1: 0.3788 loss_ce_2: 0.3397 loss_bbox_2: 0.1772 loss_giou_2: 0.3469 loss_ce_3: 0.3068 loss_bbox_3: 0.1714 loss_giou_3: 0.3468 loss_ce_4: 0.2883 loss_bbox_4: 0.1676 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:31] d2.utils.events INFO: eta: 12:10:54 iter: 293819 total_loss: 5.387 loss_ce: 0.2716 loss_bbox: 0.1732 loss_giou: 0.3086 loss_ce_0: 0.485 loss_bbox_0: 0.2981 loss_giou_0: 0.4868 loss_ce_1: 0.3758 loss_bbox_1: 0.2059 loss_giou_1: 0.3582 loss_ce_2: 0.3239 loss_bbox_2: 0.1777 loss_giou_2: 0.3303 loss_ce_3: 0.2857 loss_bbox_3: 0.1716 loss_giou_3: 0.319 loss_ce_4: 0.2705 loss_bbox_4: 0.1778 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:37] d2.utils.events INFO: eta: 12:10:50 iter: 293839 total_loss: 5.388 loss_ce: 0.2597 loss_bbox: 0.1845 loss_giou: 0.3135 loss_ce_0: 0.4689 loss_bbox_0: 0.2924 loss_giou_0: 0.4884 loss_ce_1: 0.3549 loss_bbox_1: 0.2168 loss_giou_1: 0.3654 loss_ce_2: 0.3102 loss_bbox_2: 0.1917 loss_giou_2: 0.3341 loss_ce_3: 0.2787 loss_bbox_3: 0.1847 loss_giou_3: 0.3211 loss_ce_4: 0.2627 loss_bbox_4: 0.1839 loss_giou_4: 0.3152 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:42] d2.utils.events INFO: eta: 12:10:39 iter: 293859 total_loss: 5.402 loss_ce: 0.2524 loss_bbox: 0.1672 loss_giou: 0.3342 loss_ce_0: 0.4705 loss_bbox_0: 0.295 loss_giou_0: 0.5254 loss_ce_1: 0.3736 loss_bbox_1: 0.2008 loss_giou_1: 0.3808 loss_ce_2: 0.3137 loss_bbox_2: 0.1824 loss_giou_2: 0.3511 loss_ce_3: 0.2699 loss_bbox_3: 0.172 loss_giou_3: 0.3436 loss_ce_4: 0.2525 loss_bbox_4: 0.1674 loss_giou_4: 0.3396 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:48] d2.utils.events INFO: eta: 12:10:46 iter: 293879 total_loss: 5.504 loss_ce: 0.266 loss_bbox: 0.1747 loss_giou: 0.3194 loss_ce_0: 0.481 loss_bbox_0: 0.3023 loss_giou_0: 0.5024 loss_ce_1: 0.3822 loss_bbox_1: 0.2064 loss_giou_1: 0.3628 loss_ce_2: 0.3179 loss_bbox_2: 0.1899 loss_giou_2: 0.3329 loss_ce_3: 0.2792 loss_bbox_3: 0.182 loss_giou_3: 0.3234 loss_ce_4: 0.2649 loss_bbox_4: 0.1767 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:54] d2.utils.events INFO: eta: 12:10:40 iter: 293899 total_loss: 5.364 loss_ce: 0.2436 loss_bbox: 0.1696 loss_giou: 0.3241 loss_ce_0: 0.4821 loss_bbox_0: 0.3027 loss_giou_0: 0.5012 loss_ce_1: 0.3729 loss_bbox_1: 0.1932 loss_giou_1: 0.3647 loss_ce_2: 0.2957 loss_bbox_2: 0.1832 loss_giou_2: 0.3407 loss_ce_3: 0.2535 loss_bbox_3: 0.1732 loss_giou_3: 0.3286 loss_ce_4: 0.254 loss_bbox_4: 0.1713 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 13:11:59] d2.utils.events INFO: eta: 12:10:35 iter: 293919 total_loss: 5.41 loss_ce: 0.2685 loss_bbox: 0.1784 loss_giou: 0.3268 loss_ce_0: 0.4854 loss_bbox_0: 0.3045 loss_giou_0: 0.4936 loss_ce_1: 0.375 loss_bbox_1: 0.2079 loss_giou_1: 0.3643 loss_ce_2: 0.3143 loss_bbox_2: 0.1942 loss_giou_2: 0.3445 loss_ce_3: 0.2765 loss_bbox_3: 0.1868 loss_giou_3: 0.3386 loss_ce_4: 0.2682 loss_bbox_4: 0.1835 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:05] d2.utils.events INFO: eta: 12:10:43 iter: 293939 total_loss: 5.326 loss_ce: 0.2671 loss_bbox: 0.1759 loss_giou: 0.3175 loss_ce_0: 0.4675 loss_bbox_0: 0.2895 loss_giou_0: 0.4931 loss_ce_1: 0.3654 loss_bbox_1: 0.2059 loss_giou_1: 0.3645 loss_ce_2: 0.3083 loss_bbox_2: 0.1806 loss_giou_2: 0.3396 loss_ce_3: 0.2727 loss_bbox_3: 0.1776 loss_giou_3: 0.3228 loss_ce_4: 0.268 loss_bbox_4: 0.1748 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:11] d2.utils.events INFO: eta: 12:10:32 iter: 293959 total_loss: 5.19 loss_ce: 0.2498 loss_bbox: 0.1716 loss_giou: 0.304 loss_ce_0: 0.4517 loss_bbox_0: 0.2929 loss_giou_0: 0.4872 loss_ce_1: 0.3496 loss_bbox_1: 0.1985 loss_giou_1: 0.3611 loss_ce_2: 0.2836 loss_bbox_2: 0.1795 loss_giou_2: 0.3245 loss_ce_3: 0.2546 loss_bbox_3: 0.1796 loss_giou_3: 0.3105 loss_ce_4: 0.2427 loss_bbox_4: 0.1742 loss_giou_4: 0.308 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:17] d2.utils.events INFO: eta: 12:10:20 iter: 293979 total_loss: 5.383 loss_ce: 0.2563 loss_bbox: 0.1689 loss_giou: 0.3407 loss_ce_0: 0.4776 loss_bbox_0: 0.2885 loss_giou_0: 0.5168 loss_ce_1: 0.3685 loss_bbox_1: 0.1981 loss_giou_1: 0.3862 loss_ce_2: 0.3048 loss_bbox_2: 0.178 loss_giou_2: 0.3612 loss_ce_3: 0.2795 loss_bbox_3: 0.1716 loss_giou_3: 0.3475 loss_ce_4: 0.256 loss_bbox_4: 0.1725 loss_giou_4: 0.3441 time: 0.2799 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:22] d2.utils.events INFO: eta: 12:10:05 iter: 293999 total_loss: 5.72 loss_ce: 0.2754 loss_bbox: 0.1948 loss_giou: 0.3377 loss_ce_0: 0.4913 loss_bbox_0: 0.3128 loss_giou_0: 0.5057 loss_ce_1: 0.3813 loss_bbox_1: 0.2197 loss_giou_1: 0.3876 loss_ce_2: 0.3274 loss_bbox_2: 0.2018 loss_giou_2: 0.362 loss_ce_3: 0.3009 loss_bbox_3: 0.1999 loss_giou_3: 0.3497 loss_ce_4: 0.2824 loss_bbox_4: 0.1942 loss_giou_4: 0.3462 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:28] d2.utils.events INFO: eta: 12:10:06 iter: 294019 total_loss: 5.536 loss_ce: 0.2549 loss_bbox: 0.1688 loss_giou: 0.3323 loss_ce_0: 0.4811 loss_bbox_0: 0.2963 loss_giou_0: 0.5231 loss_ce_1: 0.3719 loss_bbox_1: 0.2078 loss_giou_1: 0.3817 loss_ce_2: 0.3094 loss_bbox_2: 0.1847 loss_giou_2: 0.3454 loss_ce_3: 0.2698 loss_bbox_3: 0.1842 loss_giou_3: 0.3403 loss_ce_4: 0.2621 loss_bbox_4: 0.1765 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:34] d2.utils.events INFO: eta: 12:09:41 iter: 294039 total_loss: 5.585 loss_ce: 0.2386 loss_bbox: 0.1823 loss_giou: 0.3398 loss_ce_0: 0.4576 loss_bbox_0: 0.3146 loss_giou_0: 0.5171 loss_ce_1: 0.3586 loss_bbox_1: 0.2139 loss_giou_1: 0.3853 loss_ce_2: 0.293 loss_bbox_2: 0.1965 loss_giou_2: 0.3519 loss_ce_3: 0.263 loss_bbox_3: 0.1889 loss_giou_3: 0.3437 loss_ce_4: 0.246 loss_bbox_4: 0.1829 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:39] d2.utils.events INFO: eta: 12:09:04 iter: 294059 total_loss: 5.486 loss_ce: 0.2639 loss_bbox: 0.1728 loss_giou: 0.3387 loss_ce_0: 0.4939 loss_bbox_0: 0.3108 loss_giou_0: 0.4986 loss_ce_1: 0.364 loss_bbox_1: 0.2153 loss_giou_1: 0.3791 loss_ce_2: 0.3117 loss_bbox_2: 0.1919 loss_giou_2: 0.3522 loss_ce_3: 0.2809 loss_bbox_3: 0.1767 loss_giou_3: 0.3436 loss_ce_4: 0.2565 loss_bbox_4: 0.1783 loss_giou_4: 0.3426 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:45] d2.utils.events INFO: eta: 12:08:46 iter: 294079 total_loss: 5.822 loss_ce: 0.2874 loss_bbox: 0.1824 loss_giou: 0.3471 loss_ce_0: 0.5024 loss_bbox_0: 0.3163 loss_giou_0: 0.5379 loss_ce_1: 0.3956 loss_bbox_1: 0.2238 loss_giou_1: 0.4005 loss_ce_2: 0.3381 loss_bbox_2: 0.1977 loss_giou_2: 0.368 loss_ce_3: 0.3043 loss_bbox_3: 0.1888 loss_giou_3: 0.3514 loss_ce_4: 0.2906 loss_bbox_4: 0.1875 loss_giou_4: 0.3477 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:51] d2.utils.events INFO: eta: 12:08:37 iter: 294099 total_loss: 5.378 loss_ce: 0.2563 loss_bbox: 0.1622 loss_giou: 0.325 loss_ce_0: 0.46 loss_bbox_0: 0.292 loss_giou_0: 0.5012 loss_ce_1: 0.3558 loss_bbox_1: 0.1993 loss_giou_1: 0.384 loss_ce_2: 0.2925 loss_bbox_2: 0.1775 loss_giou_2: 0.3444 loss_ce_3: 0.2677 loss_bbox_3: 0.1674 loss_giou_3: 0.3279 loss_ce_4: 0.2579 loss_bbox_4: 0.1669 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 13:12:56] d2.utils.events INFO: eta: 12:08:48 iter: 294119 total_loss: 5.609 loss_ce: 0.2848 loss_bbox: 0.1863 loss_giou: 0.3276 loss_ce_0: 0.4977 loss_bbox_0: 0.3044 loss_giou_0: 0.5004 loss_ce_1: 0.3784 loss_bbox_1: 0.2204 loss_giou_1: 0.3792 loss_ce_2: 0.3271 loss_bbox_2: 0.195 loss_giou_2: 0.3502 loss_ce_3: 0.3003 loss_bbox_3: 0.1845 loss_giou_3: 0.3463 loss_ce_4: 0.2855 loss_bbox_4: 0.1831 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:02] d2.utils.events INFO: eta: 12:09:17 iter: 294139 total_loss: 5.438 loss_ce: 0.2583 loss_bbox: 0.1752 loss_giou: 0.3257 loss_ce_0: 0.4649 loss_bbox_0: 0.2957 loss_giou_0: 0.4719 loss_ce_1: 0.3681 loss_bbox_1: 0.2126 loss_giou_1: 0.3749 loss_ce_2: 0.3095 loss_bbox_2: 0.1869 loss_giou_2: 0.3461 loss_ce_3: 0.271 loss_bbox_3: 0.1852 loss_giou_3: 0.3301 loss_ce_4: 0.2541 loss_bbox_4: 0.1797 loss_giou_4: 0.3286 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:08] d2.utils.events INFO: eta: 12:09:11 iter: 294159 total_loss: 5.167 loss_ce: 0.2501 loss_bbox: 0.1754 loss_giou: 0.3106 loss_ce_0: 0.4651 loss_bbox_0: 0.2955 loss_giou_0: 0.4876 loss_ce_1: 0.3505 loss_bbox_1: 0.2112 loss_giou_1: 0.3528 loss_ce_2: 0.287 loss_bbox_2: 0.1885 loss_giou_2: 0.3241 loss_ce_3: 0.2559 loss_bbox_3: 0.1802 loss_giou_3: 0.3184 loss_ce_4: 0.2459 loss_bbox_4: 0.1747 loss_giou_4: 0.3135 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:13] d2.utils.events INFO: eta: 12:08:54 iter: 294179 total_loss: 5.151 loss_ce: 0.2679 loss_bbox: 0.1645 loss_giou: 0.3013 loss_ce_0: 0.4753 loss_bbox_0: 0.2916 loss_giou_0: 0.4781 loss_ce_1: 0.3717 loss_bbox_1: 0.202 loss_giou_1: 0.3429 loss_ce_2: 0.3113 loss_bbox_2: 0.1744 loss_giou_2: 0.3146 loss_ce_3: 0.2817 loss_bbox_3: 0.1719 loss_giou_3: 0.3084 loss_ce_4: 0.2695 loss_bbox_4: 0.1684 loss_giou_4: 0.303 time: 0.2799 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:19] d2.utils.events INFO: eta: 12:08:35 iter: 294199 total_loss: 5.755 loss_ce: 0.3002 loss_bbox: 0.1866 loss_giou: 0.3266 loss_ce_0: 0.502 loss_bbox_0: 0.3161 loss_giou_0: 0.5186 loss_ce_1: 0.3934 loss_bbox_1: 0.2251 loss_giou_1: 0.3774 loss_ce_2: 0.3324 loss_bbox_2: 0.2016 loss_giou_2: 0.3478 loss_ce_3: 0.3145 loss_bbox_3: 0.2004 loss_giou_3: 0.3384 loss_ce_4: 0.2976 loss_bbox_4: 0.1885 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:25] d2.utils.events INFO: eta: 12:08:42 iter: 294219 total_loss: 5.534 loss_ce: 0.2738 loss_bbox: 0.1882 loss_giou: 0.3402 loss_ce_0: 0.4957 loss_bbox_0: 0.301 loss_giou_0: 0.4962 loss_ce_1: 0.3767 loss_bbox_1: 0.2225 loss_giou_1: 0.3892 loss_ce_2: 0.3169 loss_bbox_2: 0.2007 loss_giou_2: 0.3547 loss_ce_3: 0.2843 loss_bbox_3: 0.1908 loss_giou_3: 0.3475 loss_ce_4: 0.2761 loss_bbox_4: 0.1884 loss_giou_4: 0.3484 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:30] d2.utils.events INFO: eta: 12:08:14 iter: 294239 total_loss: 5.352 loss_ce: 0.2694 loss_bbox: 0.17 loss_giou: 0.3118 loss_ce_0: 0.4869 loss_bbox_0: 0.2986 loss_giou_0: 0.4922 loss_ce_1: 0.3786 loss_bbox_1: 0.1965 loss_giou_1: 0.3581 loss_ce_2: 0.3233 loss_bbox_2: 0.1827 loss_giou_2: 0.3342 loss_ce_3: 0.2798 loss_bbox_3: 0.1739 loss_giou_3: 0.3284 loss_ce_4: 0.2604 loss_bbox_4: 0.1744 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:36] d2.utils.events INFO: eta: 12:08:39 iter: 294259 total_loss: 5.434 loss_ce: 0.2723 loss_bbox: 0.1678 loss_giou: 0.3136 loss_ce_0: 0.4765 loss_bbox_0: 0.2975 loss_giou_0: 0.5044 loss_ce_1: 0.3801 loss_bbox_1: 0.2012 loss_giou_1: 0.3669 loss_ce_2: 0.3211 loss_bbox_2: 0.184 loss_giou_2: 0.3394 loss_ce_3: 0.2868 loss_bbox_3: 0.1749 loss_giou_3: 0.3274 loss_ce_4: 0.2744 loss_bbox_4: 0.1733 loss_giou_4: 0.3212 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:42] d2.utils.events INFO: eta: 12:08:38 iter: 294279 total_loss: 5.53 loss_ce: 0.2784 loss_bbox: 0.1703 loss_giou: 0.3382 loss_ce_0: 0.4895 loss_bbox_0: 0.2974 loss_giou_0: 0.5333 loss_ce_1: 0.3809 loss_bbox_1: 0.2006 loss_giou_1: 0.3881 loss_ce_2: 0.3194 loss_bbox_2: 0.182 loss_giou_2: 0.3596 loss_ce_3: 0.2832 loss_bbox_3: 0.1767 loss_giou_3: 0.3498 loss_ce_4: 0.279 loss_bbox_4: 0.1762 loss_giou_4: 0.3447 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:47] d2.utils.events INFO: eta: 12:08:42 iter: 294299 total_loss: 5.424 loss_ce: 0.2633 loss_bbox: 0.173 loss_giou: 0.3281 loss_ce_0: 0.4747 loss_bbox_0: 0.2978 loss_giou_0: 0.4951 loss_ce_1: 0.3744 loss_bbox_1: 0.209 loss_giou_1: 0.3735 loss_ce_2: 0.3109 loss_bbox_2: 0.1834 loss_giou_2: 0.3537 loss_ce_3: 0.2849 loss_bbox_3: 0.1769 loss_giou_3: 0.3494 loss_ce_4: 0.2688 loss_bbox_4: 0.176 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:53] d2.utils.events INFO: eta: 12:08:38 iter: 294319 total_loss: 5.568 loss_ce: 0.2797 loss_bbox: 0.1714 loss_giou: 0.3189 loss_ce_0: 0.4764 loss_bbox_0: 0.308 loss_giou_0: 0.4824 loss_ce_1: 0.3681 loss_bbox_1: 0.2019 loss_giou_1: 0.3647 loss_ce_2: 0.3173 loss_bbox_2: 0.1868 loss_giou_2: 0.3362 loss_ce_3: 0.3007 loss_bbox_3: 0.1817 loss_giou_3: 0.3315 loss_ce_4: 0.281 loss_bbox_4: 0.1761 loss_giou_4: 0.3201 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 13:13:59] d2.utils.events INFO: eta: 12:08:31 iter: 294339 total_loss: 5.384 loss_ce: 0.2606 loss_bbox: 0.1825 loss_giou: 0.3222 loss_ce_0: 0.4765 loss_bbox_0: 0.2885 loss_giou_0: 0.4824 loss_ce_1: 0.3663 loss_bbox_1: 0.2082 loss_giou_1: 0.3688 loss_ce_2: 0.3116 loss_bbox_2: 0.1885 loss_giou_2: 0.3441 loss_ce_3: 0.2728 loss_bbox_3: 0.1842 loss_giou_3: 0.331 loss_ce_4: 0.2644 loss_bbox_4: 0.1821 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:05] d2.utils.events INFO: eta: 12:08:15 iter: 294359 total_loss: 5.347 loss_ce: 0.2673 loss_bbox: 0.1772 loss_giou: 0.3131 loss_ce_0: 0.4773 loss_bbox_0: 0.3017 loss_giou_0: 0.5016 loss_ce_1: 0.3764 loss_bbox_1: 0.2135 loss_giou_1: 0.37 loss_ce_2: 0.3164 loss_bbox_2: 0.1899 loss_giou_2: 0.3337 loss_ce_3: 0.2861 loss_bbox_3: 0.1816 loss_giou_3: 0.3223 loss_ce_4: 0.2686 loss_bbox_4: 0.1813 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:10] d2.utils.events INFO: eta: 12:08:20 iter: 294379 total_loss: 5.03 loss_ce: 0.2212 loss_bbox: 0.1633 loss_giou: 0.3029 loss_ce_0: 0.4515 loss_bbox_0: 0.2874 loss_giou_0: 0.4713 loss_ce_1: 0.3486 loss_bbox_1: 0.1945 loss_giou_1: 0.3489 loss_ce_2: 0.2793 loss_bbox_2: 0.176 loss_giou_2: 0.3201 loss_ce_3: 0.2478 loss_bbox_3: 0.1673 loss_giou_3: 0.3077 loss_ce_4: 0.2295 loss_bbox_4: 0.1649 loss_giou_4: 0.3056 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:16] d2.utils.events INFO: eta: 12:08:20 iter: 294399 total_loss: 5.355 loss_ce: 0.2525 loss_bbox: 0.1677 loss_giou: 0.3296 loss_ce_0: 0.4721 loss_bbox_0: 0.2896 loss_giou_0: 0.5126 loss_ce_1: 0.3547 loss_bbox_1: 0.2021 loss_giou_1: 0.3754 loss_ce_2: 0.3014 loss_bbox_2: 0.1824 loss_giou_2: 0.3476 loss_ce_3: 0.2647 loss_bbox_3: 0.1759 loss_giou_3: 0.3358 loss_ce_4: 0.2527 loss_bbox_4: 0.1712 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:22] d2.utils.events INFO: eta: 12:08:39 iter: 294419 total_loss: 5.659 loss_ce: 0.2675 loss_bbox: 0.1788 loss_giou: 0.3329 loss_ce_0: 0.4932 loss_bbox_0: 0.3093 loss_giou_0: 0.5024 loss_ce_1: 0.3751 loss_bbox_1: 0.2201 loss_giou_1: 0.3713 loss_ce_2: 0.3311 loss_bbox_2: 0.1936 loss_giou_2: 0.3487 loss_ce_3: 0.294 loss_bbox_3: 0.1807 loss_giou_3: 0.344 loss_ce_4: 0.272 loss_bbox_4: 0.1841 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:27] d2.utils.events INFO: eta: 12:08:33 iter: 294439 total_loss: 5.172 loss_ce: 0.2689 loss_bbox: 0.1618 loss_giou: 0.3217 loss_ce_0: 0.4748 loss_bbox_0: 0.2763 loss_giou_0: 0.4892 loss_ce_1: 0.3556 loss_bbox_1: 0.1896 loss_giou_1: 0.3588 loss_ce_2: 0.3117 loss_bbox_2: 0.1687 loss_giou_2: 0.3307 loss_ce_3: 0.2848 loss_bbox_3: 0.1663 loss_giou_3: 0.3225 loss_ce_4: 0.2725 loss_bbox_4: 0.161 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:33] d2.utils.events INFO: eta: 12:08:34 iter: 294459 total_loss: 5.37 loss_ce: 0.2641 loss_bbox: 0.1739 loss_giou: 0.3132 loss_ce_0: 0.4862 loss_bbox_0: 0.2968 loss_giou_0: 0.4923 loss_ce_1: 0.3845 loss_bbox_1: 0.2018 loss_giou_1: 0.3455 loss_ce_2: 0.3214 loss_bbox_2: 0.19 loss_giou_2: 0.3244 loss_ce_3: 0.2933 loss_bbox_3: 0.1812 loss_giou_3: 0.3159 loss_ce_4: 0.2666 loss_bbox_4: 0.1798 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:39] d2.utils.events INFO: eta: 12:08:22 iter: 294479 total_loss: 5.326 loss_ce: 0.2536 loss_bbox: 0.1724 loss_giou: 0.3203 loss_ce_0: 0.4752 loss_bbox_0: 0.3114 loss_giou_0: 0.4723 loss_ce_1: 0.3643 loss_bbox_1: 0.2095 loss_giou_1: 0.3539 loss_ce_2: 0.2956 loss_bbox_2: 0.19 loss_giou_2: 0.3282 loss_ce_3: 0.2673 loss_bbox_3: 0.1841 loss_giou_3: 0.3231 loss_ce_4: 0.2472 loss_bbox_4: 0.1806 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:44] d2.utils.events INFO: eta: 12:08:16 iter: 294499 total_loss: 5.42 loss_ce: 0.2684 loss_bbox: 0.1627 loss_giou: 0.3326 loss_ce_0: 0.4736 loss_bbox_0: 0.2961 loss_giou_0: 0.5154 loss_ce_1: 0.3833 loss_bbox_1: 0.1903 loss_giou_1: 0.3815 loss_ce_2: 0.3156 loss_bbox_2: 0.1708 loss_giou_2: 0.3478 loss_ce_3: 0.2846 loss_bbox_3: 0.1646 loss_giou_3: 0.3402 loss_ce_4: 0.2652 loss_bbox_4: 0.1621 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:50] d2.utils.events INFO: eta: 12:08:11 iter: 294519 total_loss: 5.403 loss_ce: 0.2732 loss_bbox: 0.1769 loss_giou: 0.3152 loss_ce_0: 0.4707 loss_bbox_0: 0.3075 loss_giou_0: 0.4934 loss_ce_1: 0.3792 loss_bbox_1: 0.2174 loss_giou_1: 0.366 loss_ce_2: 0.3198 loss_bbox_2: 0.1945 loss_giou_2: 0.3334 loss_ce_3: 0.2813 loss_bbox_3: 0.1816 loss_giou_3: 0.3244 loss_ce_4: 0.2701 loss_bbox_4: 0.1775 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:14:56] d2.utils.events INFO: eta: 12:08:11 iter: 294539 total_loss: 5.539 loss_ce: 0.2652 loss_bbox: 0.1817 loss_giou: 0.3467 loss_ce_0: 0.4781 loss_bbox_0: 0.289 loss_giou_0: 0.5216 loss_ce_1: 0.3664 loss_bbox_1: 0.2102 loss_giou_1: 0.394 loss_ce_2: 0.3019 loss_bbox_2: 0.1907 loss_giou_2: 0.3648 loss_ce_3: 0.274 loss_bbox_3: 0.1902 loss_giou_3: 0.3544 loss_ce_4: 0.2688 loss_bbox_4: 0.1839 loss_giou_4: 0.3485 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:02] d2.utils.events INFO: eta: 12:08:27 iter: 294559 total_loss: 5.428 loss_ce: 0.2651 loss_bbox: 0.1695 loss_giou: 0.3364 loss_ce_0: 0.4881 loss_bbox_0: 0.2961 loss_giou_0: 0.5337 loss_ce_1: 0.3742 loss_bbox_1: 0.2111 loss_giou_1: 0.3825 loss_ce_2: 0.3158 loss_bbox_2: 0.1847 loss_giou_2: 0.3483 loss_ce_3: 0.2739 loss_bbox_3: 0.1731 loss_giou_3: 0.3434 loss_ce_4: 0.2644 loss_bbox_4: 0.1713 loss_giou_4: 0.3374 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:07] d2.utils.events INFO: eta: 12:08:08 iter: 294579 total_loss: 5.384 loss_ce: 0.2652 loss_bbox: 0.1701 loss_giou: 0.3204 loss_ce_0: 0.4901 loss_bbox_0: 0.2904 loss_giou_0: 0.4936 loss_ce_1: 0.4046 loss_bbox_1: 0.2028 loss_giou_1: 0.3698 loss_ce_2: 0.3316 loss_bbox_2: 0.1803 loss_giou_2: 0.3435 loss_ce_3: 0.2873 loss_bbox_3: 0.1786 loss_giou_3: 0.337 loss_ce_4: 0.2705 loss_bbox_4: 0.1724 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:13] d2.utils.events INFO: eta: 12:07:54 iter: 294599 total_loss: 5.297 loss_ce: 0.2573 loss_bbox: 0.1729 loss_giou: 0.3211 loss_ce_0: 0.4705 loss_bbox_0: 0.2984 loss_giou_0: 0.4952 loss_ce_1: 0.3677 loss_bbox_1: 0.1999 loss_giou_1: 0.3634 loss_ce_2: 0.3157 loss_bbox_2: 0.1831 loss_giou_2: 0.3362 loss_ce_3: 0.2712 loss_bbox_3: 0.178 loss_giou_3: 0.3275 loss_ce_4: 0.2595 loss_bbox_4: 0.1756 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:19] d2.utils.events INFO: eta: 12:07:34 iter: 294619 total_loss: 5.381 loss_ce: 0.275 loss_bbox: 0.1706 loss_giou: 0.3289 loss_ce_0: 0.4884 loss_bbox_0: 0.3026 loss_giou_0: 0.5136 loss_ce_1: 0.3737 loss_bbox_1: 0.217 loss_giou_1: 0.3753 loss_ce_2: 0.305 loss_bbox_2: 0.1934 loss_giou_2: 0.3499 loss_ce_3: 0.2861 loss_bbox_3: 0.1795 loss_giou_3: 0.3382 loss_ce_4: 0.2746 loss_bbox_4: 0.171 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:24] d2.utils.events INFO: eta: 12:07:29 iter: 294639 total_loss: 5.559 loss_ce: 0.2833 loss_bbox: 0.1801 loss_giou: 0.3415 loss_ce_0: 0.5052 loss_bbox_0: 0.2956 loss_giou_0: 0.5087 loss_ce_1: 0.3851 loss_bbox_1: 0.2041 loss_giou_1: 0.383 loss_ce_2: 0.3284 loss_bbox_2: 0.1878 loss_giou_2: 0.3543 loss_ce_3: 0.3033 loss_bbox_3: 0.1805 loss_giou_3: 0.3497 loss_ce_4: 0.2839 loss_bbox_4: 0.178 loss_giou_4: 0.3443 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:30] d2.utils.events INFO: eta: 12:07:20 iter: 294659 total_loss: 5.308 loss_ce: 0.2568 loss_bbox: 0.1689 loss_giou: 0.314 loss_ce_0: 0.472 loss_bbox_0: 0.2862 loss_giou_0: 0.5133 loss_ce_1: 0.3711 loss_bbox_1: 0.1974 loss_giou_1: 0.3629 loss_ce_2: 0.2971 loss_bbox_2: 0.1812 loss_giou_2: 0.3272 loss_ce_3: 0.265 loss_bbox_3: 0.1756 loss_giou_3: 0.323 loss_ce_4: 0.2511 loss_bbox_4: 0.1719 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:36] d2.utils.events INFO: eta: 12:07:09 iter: 294679 total_loss: 5.457 loss_ce: 0.2473 loss_bbox: 0.1826 loss_giou: 0.3263 loss_ce_0: 0.4602 loss_bbox_0: 0.2963 loss_giou_0: 0.4972 loss_ce_1: 0.371 loss_bbox_1: 0.2104 loss_giou_1: 0.3714 loss_ce_2: 0.2932 loss_bbox_2: 0.192 loss_giou_2: 0.3463 loss_ce_3: 0.2576 loss_bbox_3: 0.1844 loss_giou_3: 0.3372 loss_ce_4: 0.2427 loss_bbox_4: 0.1858 loss_giou_4: 0.333 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:41] d2.utils.events INFO: eta: 12:06:53 iter: 294699 total_loss: 5.392 loss_ce: 0.2783 loss_bbox: 0.1709 loss_giou: 0.3223 loss_ce_0: 0.481 loss_bbox_0: 0.2937 loss_giou_0: 0.4975 loss_ce_1: 0.371 loss_bbox_1: 0.2016 loss_giou_1: 0.3716 loss_ce_2: 0.3063 loss_bbox_2: 0.1874 loss_giou_2: 0.3412 loss_ce_3: 0.2804 loss_bbox_3: 0.179 loss_giou_3: 0.3345 loss_ce_4: 0.2777 loss_bbox_4: 0.1725 loss_giou_4: 0.327 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:47] d2.utils.events INFO: eta: 12:06:54 iter: 294719 total_loss: 5.466 loss_ce: 0.2631 loss_bbox: 0.1797 loss_giou: 0.3317 loss_ce_0: 0.4772 loss_bbox_0: 0.3084 loss_giou_0: 0.5194 loss_ce_1: 0.3747 loss_bbox_1: 0.2118 loss_giou_1: 0.3683 loss_ce_2: 0.307 loss_bbox_2: 0.192 loss_giou_2: 0.3469 loss_ce_3: 0.2786 loss_bbox_3: 0.1843 loss_giou_3: 0.3407 loss_ce_4: 0.264 loss_bbox_4: 0.1789 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:53] d2.utils.events INFO: eta: 12:07:03 iter: 294739 total_loss: 5.63 loss_ce: 0.2863 loss_bbox: 0.1736 loss_giou: 0.3362 loss_ce_0: 0.5029 loss_bbox_0: 0.2971 loss_giou_0: 0.5243 loss_ce_1: 0.3841 loss_bbox_1: 0.2036 loss_giou_1: 0.3768 loss_ce_2: 0.3161 loss_bbox_2: 0.1917 loss_giou_2: 0.3521 loss_ce_3: 0.2915 loss_bbox_3: 0.1831 loss_giou_3: 0.342 loss_ce_4: 0.286 loss_bbox_4: 0.178 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 13:15:58] d2.utils.events INFO: eta: 12:06:59 iter: 294759 total_loss: 5.569 loss_ce: 0.272 loss_bbox: 0.1928 loss_giou: 0.3414 loss_ce_0: 0.4822 loss_bbox_0: 0.3223 loss_giou_0: 0.5054 loss_ce_1: 0.3791 loss_bbox_1: 0.2234 loss_giou_1: 0.3758 loss_ce_2: 0.3084 loss_bbox_2: 0.2082 loss_giou_2: 0.3517 loss_ce_3: 0.2848 loss_bbox_3: 0.1988 loss_giou_3: 0.3442 loss_ce_4: 0.2759 loss_bbox_4: 0.1933 loss_giou_4: 0.3412 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:04] d2.utils.events INFO: eta: 12:06:57 iter: 294779 total_loss: 5.188 loss_ce: 0.2425 loss_bbox: 0.1568 loss_giou: 0.3029 loss_ce_0: 0.482 loss_bbox_0: 0.2859 loss_giou_0: 0.4927 loss_ce_1: 0.3752 loss_bbox_1: 0.1881 loss_giou_1: 0.3493 loss_ce_2: 0.2981 loss_bbox_2: 0.17 loss_giou_2: 0.3228 loss_ce_3: 0.2587 loss_bbox_3: 0.1613 loss_giou_3: 0.3134 loss_ce_4: 0.2482 loss_bbox_4: 0.1597 loss_giou_4: 0.3073 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:10] d2.utils.events INFO: eta: 12:07:16 iter: 294799 total_loss: 5.231 loss_ce: 0.259 loss_bbox: 0.1642 loss_giou: 0.2983 loss_ce_0: 0.467 loss_bbox_0: 0.2878 loss_giou_0: 0.4801 loss_ce_1: 0.364 loss_bbox_1: 0.2002 loss_giou_1: 0.3481 loss_ce_2: 0.3104 loss_bbox_2: 0.1775 loss_giou_2: 0.3229 loss_ce_3: 0.2725 loss_bbox_3: 0.1712 loss_giou_3: 0.3051 loss_ce_4: 0.2653 loss_bbox_4: 0.1679 loss_giou_4: 0.3039 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:15] d2.utils.events INFO: eta: 12:06:58 iter: 294819 total_loss: 5.336 loss_ce: 0.2569 loss_bbox: 0.1785 loss_giou: 0.3145 loss_ce_0: 0.4779 loss_bbox_0: 0.303 loss_giou_0: 0.4963 loss_ce_1: 0.3855 loss_bbox_1: 0.2111 loss_giou_1: 0.362 loss_ce_2: 0.3133 loss_bbox_2: 0.1917 loss_giou_2: 0.3342 loss_ce_3: 0.2734 loss_bbox_3: 0.1862 loss_giou_3: 0.3216 loss_ce_4: 0.2579 loss_bbox_4: 0.1829 loss_giou_4: 0.3184 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:21] d2.utils.events INFO: eta: 12:06:59 iter: 294839 total_loss: 5.581 loss_ce: 0.2825 loss_bbox: 0.1808 loss_giou: 0.3386 loss_ce_0: 0.4896 loss_bbox_0: 0.3074 loss_giou_0: 0.5246 loss_ce_1: 0.3833 loss_bbox_1: 0.2132 loss_giou_1: 0.3854 loss_ce_2: 0.3279 loss_bbox_2: 0.1931 loss_giou_2: 0.3567 loss_ce_3: 0.292 loss_bbox_3: 0.1838 loss_giou_3: 0.3494 loss_ce_4: 0.2836 loss_bbox_4: 0.1811 loss_giou_4: 0.3402 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:27] d2.utils.events INFO: eta: 12:07:08 iter: 294859 total_loss: 5.439 loss_ce: 0.2523 loss_bbox: 0.1729 loss_giou: 0.3248 loss_ce_0: 0.474 loss_bbox_0: 0.2949 loss_giou_0: 0.4901 loss_ce_1: 0.3592 loss_bbox_1: 0.2009 loss_giou_1: 0.3703 loss_ce_2: 0.3032 loss_bbox_2: 0.1825 loss_giou_2: 0.3455 loss_ce_3: 0.2701 loss_bbox_3: 0.1792 loss_giou_3: 0.3328 loss_ce_4: 0.2581 loss_bbox_4: 0.1741 loss_giou_4: 0.3261 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:33] d2.utils.events INFO: eta: 12:06:54 iter: 294879 total_loss: 5.544 loss_ce: 0.2755 loss_bbox: 0.1846 loss_giou: 0.3434 loss_ce_0: 0.4717 loss_bbox_0: 0.2954 loss_giou_0: 0.5462 loss_ce_1: 0.3822 loss_bbox_1: 0.2123 loss_giou_1: 0.3941 loss_ce_2: 0.3219 loss_bbox_2: 0.1991 loss_giou_2: 0.3686 loss_ce_3: 0.2874 loss_bbox_3: 0.1919 loss_giou_3: 0.3578 loss_ce_4: 0.2769 loss_bbox_4: 0.1902 loss_giou_4: 0.3494 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:38] d2.utils.events INFO: eta: 12:06:52 iter: 294899 total_loss: 5.718 loss_ce: 0.2898 loss_bbox: 0.1728 loss_giou: 0.3404 loss_ce_0: 0.4811 loss_bbox_0: 0.3119 loss_giou_0: 0.5439 loss_ce_1: 0.3828 loss_bbox_1: 0.2147 loss_giou_1: 0.3955 loss_ce_2: 0.3236 loss_bbox_2: 0.19 loss_giou_2: 0.3608 loss_ce_3: 0.2924 loss_bbox_3: 0.1773 loss_giou_3: 0.3471 loss_ce_4: 0.2984 loss_bbox_4: 0.1747 loss_giou_4: 0.3436 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:44] d2.utils.events INFO: eta: 12:06:54 iter: 294919 total_loss: 5.383 loss_ce: 0.2786 loss_bbox: 0.1738 loss_giou: 0.316 loss_ce_0: 0.4737 loss_bbox_0: 0.3071 loss_giou_0: 0.4986 loss_ce_1: 0.384 loss_bbox_1: 0.2088 loss_giou_1: 0.3725 loss_ce_2: 0.3179 loss_bbox_2: 0.1891 loss_giou_2: 0.3399 loss_ce_3: 0.2919 loss_bbox_3: 0.181 loss_giou_3: 0.3299 loss_ce_4: 0.2853 loss_bbox_4: 0.1798 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:50] d2.utils.events INFO: eta: 12:06:37 iter: 294939 total_loss: 5.543 loss_ce: 0.2746 loss_bbox: 0.1811 loss_giou: 0.3349 loss_ce_0: 0.4624 loss_bbox_0: 0.2989 loss_giou_0: 0.5269 loss_ce_1: 0.3597 loss_bbox_1: 0.2072 loss_giou_1: 0.3887 loss_ce_2: 0.2991 loss_bbox_2: 0.189 loss_giou_2: 0.3542 loss_ce_3: 0.2806 loss_bbox_3: 0.179 loss_giou_3: 0.3402 loss_ce_4: 0.2727 loss_bbox_4: 0.181 loss_giou_4: 0.34 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:16:55] d2.utils.events INFO: eta: 12:06:39 iter: 294959 total_loss: 5.319 loss_ce: 0.265 loss_bbox: 0.1834 loss_giou: 0.3088 loss_ce_0: 0.4755 loss_bbox_0: 0.2898 loss_giou_0: 0.4796 loss_ce_1: 0.3735 loss_bbox_1: 0.215 loss_giou_1: 0.3513 loss_ce_2: 0.3137 loss_bbox_2: 0.1932 loss_giou_2: 0.3214 loss_ce_3: 0.2826 loss_bbox_3: 0.1923 loss_giou_3: 0.321 loss_ce_4: 0.2693 loss_bbox_4: 0.1864 loss_giou_4: 0.3132 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:01] d2.utils.events INFO: eta: 12:06:05 iter: 294979 total_loss: 5.455 loss_ce: 0.2683 loss_bbox: 0.1798 loss_giou: 0.3182 loss_ce_0: 0.5123 loss_bbox_0: 0.3078 loss_giou_0: 0.4965 loss_ce_1: 0.3777 loss_bbox_1: 0.2091 loss_giou_1: 0.3626 loss_ce_2: 0.3186 loss_bbox_2: 0.1938 loss_giou_2: 0.3415 loss_ce_3: 0.2852 loss_bbox_3: 0.1819 loss_giou_3: 0.3295 loss_ce_4: 0.272 loss_bbox_4: 0.1823 loss_giou_4: 0.3189 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:07] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0294999.pth [11/03 13:17:09] d2.utils.events INFO: eta: 12:06:02 iter: 294999 total_loss: 5.41 loss_ce: 0.2552 loss_bbox: 0.1649 loss_giou: 0.3373 loss_ce_0: 0.4695 loss_bbox_0: 0.298 loss_giou_0: 0.5259 loss_ce_1: 0.3615 loss_bbox_1: 0.2023 loss_giou_1: 0.3895 loss_ce_2: 0.3098 loss_bbox_2: 0.1851 loss_giou_2: 0.3555 loss_ce_3: 0.2769 loss_bbox_3: 0.172 loss_giou_3: 0.3484 loss_ce_4: 0.2575 loss_bbox_4: 0.1692 loss_giou_4: 0.3439 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:14] d2.utils.events INFO: eta: 12:05:41 iter: 295019 total_loss: 5.343 loss_ce: 0.2687 loss_bbox: 0.1707 loss_giou: 0.3117 loss_ce_0: 0.4819 loss_bbox_0: 0.2819 loss_giou_0: 0.496 loss_ce_1: 0.3708 loss_bbox_1: 0.2067 loss_giou_1: 0.3678 loss_ce_2: 0.3137 loss_bbox_2: 0.1825 loss_giou_2: 0.3361 loss_ce_3: 0.2833 loss_bbox_3: 0.1786 loss_giou_3: 0.3259 loss_ce_4: 0.2702 loss_bbox_4: 0.1784 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:20] d2.utils.events INFO: eta: 12:05:36 iter: 295039 total_loss: 5.408 loss_ce: 0.2718 loss_bbox: 0.1749 loss_giou: 0.3071 loss_ce_0: 0.4885 loss_bbox_0: 0.2882 loss_giou_0: 0.4768 loss_ce_1: 0.3799 loss_bbox_1: 0.2101 loss_giou_1: 0.3548 loss_ce_2: 0.3294 loss_bbox_2: 0.1907 loss_giou_2: 0.3286 loss_ce_3: 0.2954 loss_bbox_3: 0.183 loss_giou_3: 0.3189 loss_ce_4: 0.2821 loss_bbox_4: 0.1739 loss_giou_4: 0.3076 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:26] d2.utils.events INFO: eta: 12:05:43 iter: 295059 total_loss: 5.144 loss_ce: 0.2214 loss_bbox: 0.168 loss_giou: 0.3073 loss_ce_0: 0.449 loss_bbox_0: 0.2961 loss_giou_0: 0.4766 loss_ce_1: 0.367 loss_bbox_1: 0.2043 loss_giou_1: 0.3491 loss_ce_2: 0.2965 loss_bbox_2: 0.179 loss_giou_2: 0.3252 loss_ce_3: 0.2492 loss_bbox_3: 0.1779 loss_giou_3: 0.3183 loss_ce_4: 0.225 loss_bbox_4: 0.1713 loss_giou_4: 0.312 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:31] d2.utils.events INFO: eta: 12:05:29 iter: 295079 total_loss: 5.493 loss_ce: 0.2562 loss_bbox: 0.1766 loss_giou: 0.3088 loss_ce_0: 0.4978 loss_bbox_0: 0.3124 loss_giou_0: 0.5064 loss_ce_1: 0.3835 loss_bbox_1: 0.2182 loss_giou_1: 0.3609 loss_ce_2: 0.3094 loss_bbox_2: 0.1886 loss_giou_2: 0.3322 loss_ce_3: 0.2706 loss_bbox_3: 0.1837 loss_giou_3: 0.3171 loss_ce_4: 0.2606 loss_bbox_4: 0.1799 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:37] d2.utils.events INFO: eta: 12:05:27 iter: 295099 total_loss: 5.537 loss_ce: 0.2552 loss_bbox: 0.1754 loss_giou: 0.3189 loss_ce_0: 0.4531 loss_bbox_0: 0.3012 loss_giou_0: 0.4937 loss_ce_1: 0.3505 loss_bbox_1: 0.2166 loss_giou_1: 0.3708 loss_ce_2: 0.2921 loss_bbox_2: 0.1961 loss_giou_2: 0.3366 loss_ce_3: 0.2618 loss_bbox_3: 0.1847 loss_giou_3: 0.3245 loss_ce_4: 0.2557 loss_bbox_4: 0.1832 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:43] d2.utils.events INFO: eta: 12:05:10 iter: 295119 total_loss: 5.368 loss_ce: 0.2578 loss_bbox: 0.1757 loss_giou: 0.3214 loss_ce_0: 0.4837 loss_bbox_0: 0.3044 loss_giou_0: 0.4818 loss_ce_1: 0.3719 loss_bbox_1: 0.2098 loss_giou_1: 0.3511 loss_ce_2: 0.3121 loss_bbox_2: 0.193 loss_giou_2: 0.3372 loss_ce_3: 0.2719 loss_bbox_3: 0.1829 loss_giou_3: 0.324 loss_ce_4: 0.2573 loss_bbox_4: 0.1787 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:48] d2.utils.events INFO: eta: 12:04:54 iter: 295139 total_loss: 5.435 loss_ce: 0.2634 loss_bbox: 0.168 loss_giou: 0.336 loss_ce_0: 0.481 loss_bbox_0: 0.2916 loss_giou_0: 0.4896 loss_ce_1: 0.3726 loss_bbox_1: 0.1944 loss_giou_1: 0.3706 loss_ce_2: 0.3062 loss_bbox_2: 0.1807 loss_giou_2: 0.3508 loss_ce_3: 0.2765 loss_bbox_3: 0.1754 loss_giou_3: 0.3409 loss_ce_4: 0.2696 loss_bbox_4: 0.1693 loss_giou_4: 0.34 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:17:54] d2.utils.events INFO: eta: 12:04:50 iter: 295159 total_loss: 5.394 loss_ce: 0.2575 loss_bbox: 0.1615 loss_giou: 0.3217 loss_ce_0: 0.4828 loss_bbox_0: 0.2802 loss_giou_0: 0.5015 loss_ce_1: 0.3696 loss_bbox_1: 0.1992 loss_giou_1: 0.3666 loss_ce_2: 0.3088 loss_bbox_2: 0.1732 loss_giou_2: 0.3361 loss_ce_3: 0.2737 loss_bbox_3: 0.1637 loss_giou_3: 0.3379 loss_ce_4: 0.2644 loss_bbox_4: 0.1599 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:00] d2.utils.events INFO: eta: 12:04:43 iter: 295179 total_loss: 5.42 loss_ce: 0.2652 loss_bbox: 0.1689 loss_giou: 0.3243 loss_ce_0: 0.4841 loss_bbox_0: 0.2945 loss_giou_0: 0.4938 loss_ce_1: 0.3756 loss_bbox_1: 0.1981 loss_giou_1: 0.3704 loss_ce_2: 0.319 loss_bbox_2: 0.187 loss_giou_2: 0.3424 loss_ce_3: 0.2786 loss_bbox_3: 0.1792 loss_giou_3: 0.3353 loss_ce_4: 0.2723 loss_bbox_4: 0.1783 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:05] d2.utils.events INFO: eta: 12:04:48 iter: 295199 total_loss: 5.147 loss_ce: 0.2528 loss_bbox: 0.1724 loss_giou: 0.3157 loss_ce_0: 0.4629 loss_bbox_0: 0.2852 loss_giou_0: 0.4896 loss_ce_1: 0.3591 loss_bbox_1: 0.1936 loss_giou_1: 0.3643 loss_ce_2: 0.286 loss_bbox_2: 0.1842 loss_giou_2: 0.334 loss_ce_3: 0.257 loss_bbox_3: 0.1801 loss_giou_3: 0.3215 loss_ce_4: 0.2519 loss_bbox_4: 0.1729 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:11] d2.utils.events INFO: eta: 12:04:45 iter: 295219 total_loss: 5.526 loss_ce: 0.2726 loss_bbox: 0.175 loss_giou: 0.309 loss_ce_0: 0.4811 loss_bbox_0: 0.3058 loss_giou_0: 0.4957 loss_ce_1: 0.3837 loss_bbox_1: 0.2215 loss_giou_1: 0.3585 loss_ce_2: 0.3256 loss_bbox_2: 0.1922 loss_giou_2: 0.3258 loss_ce_3: 0.2867 loss_bbox_3: 0.1887 loss_giou_3: 0.3211 loss_ce_4: 0.2706 loss_bbox_4: 0.1826 loss_giou_4: 0.3129 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:17] d2.utils.events INFO: eta: 12:04:42 iter: 295239 total_loss: 5.627 loss_ce: 0.2689 loss_bbox: 0.1732 loss_giou: 0.3277 loss_ce_0: 0.4849 loss_bbox_0: 0.2942 loss_giou_0: 0.4985 loss_ce_1: 0.3796 loss_bbox_1: 0.205 loss_giou_1: 0.3828 loss_ce_2: 0.324 loss_bbox_2: 0.1803 loss_giou_2: 0.3543 loss_ce_3: 0.2888 loss_bbox_3: 0.1814 loss_giou_3: 0.3359 loss_ce_4: 0.2697 loss_bbox_4: 0.1777 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:22] d2.utils.events INFO: eta: 12:04:42 iter: 295259 total_loss: 5.244 loss_ce: 0.2648 loss_bbox: 0.1711 loss_giou: 0.2999 loss_ce_0: 0.4757 loss_bbox_0: 0.2933 loss_giou_0: 0.4729 loss_ce_1: 0.3703 loss_bbox_1: 0.2028 loss_giou_1: 0.3627 loss_ce_2: 0.295 loss_bbox_2: 0.1844 loss_giou_2: 0.328 loss_ce_3: 0.2763 loss_bbox_3: 0.1772 loss_giou_3: 0.3224 loss_ce_4: 0.2672 loss_bbox_4: 0.1753 loss_giou_4: 0.308 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:28] d2.utils.events INFO: eta: 12:04:42 iter: 295279 total_loss: 5.598 loss_ce: 0.2755 loss_bbox: 0.1796 loss_giou: 0.3271 loss_ce_0: 0.4857 loss_bbox_0: 0.3004 loss_giou_0: 0.5272 loss_ce_1: 0.3961 loss_bbox_1: 0.2116 loss_giou_1: 0.3732 loss_ce_2: 0.3235 loss_bbox_2: 0.1928 loss_giou_2: 0.3488 loss_ce_3: 0.2892 loss_bbox_3: 0.1822 loss_giou_3: 0.3366 loss_ce_4: 0.2722 loss_bbox_4: 0.1802 loss_giou_4: 0.3319 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:34] d2.utils.events INFO: eta: 12:04:25 iter: 295299 total_loss: 5.505 loss_ce: 0.2816 loss_bbox: 0.1868 loss_giou: 0.3422 loss_ce_0: 0.4829 loss_bbox_0: 0.3058 loss_giou_0: 0.5253 loss_ce_1: 0.3888 loss_bbox_1: 0.2115 loss_giou_1: 0.3855 loss_ce_2: 0.334 loss_bbox_2: 0.1965 loss_giou_2: 0.3561 loss_ce_3: 0.295 loss_bbox_3: 0.1894 loss_giou_3: 0.3502 loss_ce_4: 0.2852 loss_bbox_4: 0.1873 loss_giou_4: 0.3469 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:39] d2.utils.events INFO: eta: 12:04:07 iter: 295319 total_loss: 5.586 loss_ce: 0.2823 loss_bbox: 0.1787 loss_giou: 0.3373 loss_ce_0: 0.4955 loss_bbox_0: 0.3036 loss_giou_0: 0.522 loss_ce_1: 0.3846 loss_bbox_1: 0.2112 loss_giou_1: 0.3787 loss_ce_2: 0.3104 loss_bbox_2: 0.1866 loss_giou_2: 0.3562 loss_ce_3: 0.2886 loss_bbox_3: 0.1763 loss_giou_3: 0.3395 loss_ce_4: 0.2732 loss_bbox_4: 0.1813 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:45] d2.utils.events INFO: eta: 12:04:12 iter: 295339 total_loss: 5.508 loss_ce: 0.272 loss_bbox: 0.1811 loss_giou: 0.3199 loss_ce_0: 0.499 loss_bbox_0: 0.3109 loss_giou_0: 0.5195 loss_ce_1: 0.3882 loss_bbox_1: 0.2131 loss_giou_1: 0.367 loss_ce_2: 0.3109 loss_bbox_2: 0.1927 loss_giou_2: 0.3369 loss_ce_3: 0.2731 loss_bbox_3: 0.1836 loss_giou_3: 0.3302 loss_ce_4: 0.2773 loss_bbox_4: 0.1828 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:51] d2.utils.events INFO: eta: 12:04:17 iter: 295359 total_loss: 5.645 loss_ce: 0.2636 loss_bbox: 0.1793 loss_giou: 0.349 loss_ce_0: 0.4848 loss_bbox_0: 0.3014 loss_giou_0: 0.5243 loss_ce_1: 0.3666 loss_bbox_1: 0.2116 loss_giou_1: 0.398 loss_ce_2: 0.3041 loss_bbox_2: 0.1821 loss_giou_2: 0.3647 loss_ce_3: 0.2701 loss_bbox_3: 0.1809 loss_giou_3: 0.3544 loss_ce_4: 0.2599 loss_bbox_4: 0.1738 loss_giou_4: 0.3498 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 13:18:57] d2.utils.events INFO: eta: 12:03:57 iter: 295379 total_loss: 5.347 loss_ce: 0.262 loss_bbox: 0.1731 loss_giou: 0.3175 loss_ce_0: 0.4734 loss_bbox_0: 0.3078 loss_giou_0: 0.4972 loss_ce_1: 0.3623 loss_bbox_1: 0.2103 loss_giou_1: 0.3593 loss_ce_2: 0.3075 loss_bbox_2: 0.1918 loss_giou_2: 0.3372 loss_ce_3: 0.2725 loss_bbox_3: 0.1794 loss_giou_3: 0.325 loss_ce_4: 0.2593 loss_bbox_4: 0.1753 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:02] d2.utils.events INFO: eta: 12:03:47 iter: 295399 total_loss: 5.54 loss_ce: 0.2777 loss_bbox: 0.19 loss_giou: 0.3161 loss_ce_0: 0.4871 loss_bbox_0: 0.3134 loss_giou_0: 0.4864 loss_ce_1: 0.3768 loss_bbox_1: 0.2261 loss_giou_1: 0.3655 loss_ce_2: 0.3192 loss_bbox_2: 0.2052 loss_giou_2: 0.3402 loss_ce_3: 0.2913 loss_bbox_3: 0.1955 loss_giou_3: 0.326 loss_ce_4: 0.2817 loss_bbox_4: 0.1903 loss_giou_4: 0.3179 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:08] d2.utils.events INFO: eta: 12:03:34 iter: 295419 total_loss: 5.715 loss_ce: 0.2753 loss_bbox: 0.1931 loss_giou: 0.3575 loss_ce_0: 0.4958 loss_bbox_0: 0.3057 loss_giou_0: 0.5308 loss_ce_1: 0.3764 loss_bbox_1: 0.2251 loss_giou_1: 0.3975 loss_ce_2: 0.3237 loss_bbox_2: 0.2054 loss_giou_2: 0.3818 loss_ce_3: 0.2961 loss_bbox_3: 0.2015 loss_giou_3: 0.3692 loss_ce_4: 0.2778 loss_bbox_4: 0.1933 loss_giou_4: 0.3652 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:14] d2.utils.events INFO: eta: 12:03:30 iter: 295439 total_loss: 5.369 loss_ce: 0.255 loss_bbox: 0.1623 loss_giou: 0.3019 loss_ce_0: 0.4773 loss_bbox_0: 0.2785 loss_giou_0: 0.4885 loss_ce_1: 0.37 loss_bbox_1: 0.1928 loss_giou_1: 0.3588 loss_ce_2: 0.2972 loss_bbox_2: 0.178 loss_giou_2: 0.3339 loss_ce_3: 0.2653 loss_bbox_3: 0.1742 loss_giou_3: 0.3199 loss_ce_4: 0.2527 loss_bbox_4: 0.1671 loss_giou_4: 0.3081 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:19] d2.utils.events INFO: eta: 12:03:26 iter: 295459 total_loss: 5.542 loss_ce: 0.2586 loss_bbox: 0.173 loss_giou: 0.3553 loss_ce_0: 0.4896 loss_bbox_0: 0.2923 loss_giou_0: 0.5495 loss_ce_1: 0.3815 loss_bbox_1: 0.206 loss_giou_1: 0.4033 loss_ce_2: 0.3246 loss_bbox_2: 0.1911 loss_giou_2: 0.3789 loss_ce_3: 0.2778 loss_bbox_3: 0.1825 loss_giou_3: 0.3746 loss_ce_4: 0.2666 loss_bbox_4: 0.1761 loss_giou_4: 0.3578 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:25] d2.utils.events INFO: eta: 12:03:32 iter: 295479 total_loss: 5.488 loss_ce: 0.2613 loss_bbox: 0.1733 loss_giou: 0.3281 loss_ce_0: 0.4659 loss_bbox_0: 0.2928 loss_giou_0: 0.5029 loss_ce_1: 0.3639 loss_bbox_1: 0.2035 loss_giou_1: 0.377 loss_ce_2: 0.3105 loss_bbox_2: 0.1878 loss_giou_2: 0.3469 loss_ce_3: 0.2823 loss_bbox_3: 0.1785 loss_giou_3: 0.3364 loss_ce_4: 0.2649 loss_bbox_4: 0.1756 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:31] d2.utils.events INFO: eta: 12:03:29 iter: 295499 total_loss: 5.349 loss_ce: 0.2603 loss_bbox: 0.1808 loss_giou: 0.3405 loss_ce_0: 0.4697 loss_bbox_0: 0.2924 loss_giou_0: 0.5079 loss_ce_1: 0.361 loss_bbox_1: 0.2087 loss_giou_1: 0.3695 loss_ce_2: 0.3035 loss_bbox_2: 0.1929 loss_giou_2: 0.3494 loss_ce_3: 0.2737 loss_bbox_3: 0.1926 loss_giou_3: 0.3456 loss_ce_4: 0.2576 loss_bbox_4: 0.1838 loss_giou_4: 0.3408 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:36] d2.utils.events INFO: eta: 12:03:11 iter: 295519 total_loss: 5.243 loss_ce: 0.254 loss_bbox: 0.1657 loss_giou: 0.3237 loss_ce_0: 0.4664 loss_bbox_0: 0.2885 loss_giou_0: 0.4943 loss_ce_1: 0.3625 loss_bbox_1: 0.2037 loss_giou_1: 0.3635 loss_ce_2: 0.3053 loss_bbox_2: 0.1785 loss_giou_2: 0.3422 loss_ce_3: 0.2732 loss_bbox_3: 0.1753 loss_giou_3: 0.3292 loss_ce_4: 0.2524 loss_bbox_4: 0.1675 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:42] d2.utils.events INFO: eta: 12:03:02 iter: 295539 total_loss: 5.456 loss_ce: 0.262 loss_bbox: 0.184 loss_giou: 0.3125 loss_ce_0: 0.4769 loss_bbox_0: 0.303 loss_giou_0: 0.4847 loss_ce_1: 0.3743 loss_bbox_1: 0.2217 loss_giou_1: 0.3662 loss_ce_2: 0.3022 loss_bbox_2: 0.1927 loss_giou_2: 0.3402 loss_ce_3: 0.2772 loss_bbox_3: 0.1949 loss_giou_3: 0.3282 loss_ce_4: 0.2642 loss_bbox_4: 0.1906 loss_giou_4: 0.3124 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:48] d2.utils.events INFO: eta: 12:02:54 iter: 295559 total_loss: 5.32 loss_ce: 0.2606 loss_bbox: 0.1814 loss_giou: 0.3146 loss_ce_0: 0.4813 loss_bbox_0: 0.3007 loss_giou_0: 0.4988 loss_ce_1: 0.3752 loss_bbox_1: 0.2 loss_giou_1: 0.3694 loss_ce_2: 0.3168 loss_bbox_2: 0.1868 loss_giou_2: 0.3349 loss_ce_3: 0.2798 loss_bbox_3: 0.1849 loss_giou_3: 0.3214 loss_ce_4: 0.2609 loss_bbox_4: 0.1831 loss_giou_4: 0.3154 time: 0.2799 data_time: 0.0346 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:53] d2.utils.events INFO: eta: 12:02:51 iter: 295579 total_loss: 5.46 loss_ce: 0.2715 loss_bbox: 0.1748 loss_giou: 0.3132 loss_ce_0: 0.482 loss_bbox_0: 0.3104 loss_giou_0: 0.4969 loss_ce_1: 0.3865 loss_bbox_1: 0.209 loss_giou_1: 0.3617 loss_ce_2: 0.3253 loss_bbox_2: 0.1922 loss_giou_2: 0.3339 loss_ce_3: 0.2946 loss_bbox_3: 0.1798 loss_giou_3: 0.3293 loss_ce_4: 0.281 loss_bbox_4: 0.1759 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 13:19:59] d2.utils.events INFO: eta: 12:02:46 iter: 295599 total_loss: 5.015 loss_ce: 0.2424 loss_bbox: 0.1582 loss_giou: 0.3071 loss_ce_0: 0.46 loss_bbox_0: 0.2687 loss_giou_0: 0.4948 loss_ce_1: 0.3464 loss_bbox_1: 0.1854 loss_giou_1: 0.3548 loss_ce_2: 0.2869 loss_bbox_2: 0.1694 loss_giou_2: 0.33 loss_ce_3: 0.2592 loss_bbox_3: 0.1625 loss_giou_3: 0.3155 loss_ce_4: 0.2496 loss_bbox_4: 0.1606 loss_giou_4: 0.311 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:05] d2.utils.events INFO: eta: 12:02:42 iter: 295619 total_loss: 5.298 loss_ce: 0.2451 loss_bbox: 0.1741 loss_giou: 0.3111 loss_ce_0: 0.4687 loss_bbox_0: 0.3011 loss_giou_0: 0.491 loss_ce_1: 0.3785 loss_bbox_1: 0.201 loss_giou_1: 0.3604 loss_ce_2: 0.3065 loss_bbox_2: 0.1858 loss_giou_2: 0.3289 loss_ce_3: 0.2695 loss_bbox_3: 0.1759 loss_giou_3: 0.3233 loss_ce_4: 0.2451 loss_bbox_4: 0.1765 loss_giou_4: 0.3155 time: 0.2799 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:10] d2.utils.events INFO: eta: 12:02:55 iter: 295639 total_loss: 5.634 loss_ce: 0.2832 loss_bbox: 0.1796 loss_giou: 0.3168 loss_ce_0: 0.5006 loss_bbox_0: 0.3106 loss_giou_0: 0.4938 loss_ce_1: 0.3878 loss_bbox_1: 0.2121 loss_giou_1: 0.3598 loss_ce_2: 0.3173 loss_bbox_2: 0.1961 loss_giou_2: 0.3344 loss_ce_3: 0.2945 loss_bbox_3: 0.1902 loss_giou_3: 0.3231 loss_ce_4: 0.2861 loss_bbox_4: 0.185 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:16] d2.utils.events INFO: eta: 12:02:56 iter: 295659 total_loss: 5.366 loss_ce: 0.2605 loss_bbox: 0.1605 loss_giou: 0.3152 loss_ce_0: 0.4768 loss_bbox_0: 0.2961 loss_giou_0: 0.5055 loss_ce_1: 0.3591 loss_bbox_1: 0.1866 loss_giou_1: 0.3755 loss_ce_2: 0.3097 loss_bbox_2: 0.1768 loss_giou_2: 0.3359 loss_ce_3: 0.277 loss_bbox_3: 0.167 loss_giou_3: 0.3235 loss_ce_4: 0.2662 loss_bbox_4: 0.1616 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:22] d2.utils.events INFO: eta: 12:02:49 iter: 295679 total_loss: 5.602 loss_ce: 0.2847 loss_bbox: 0.1707 loss_giou: 0.3384 loss_ce_0: 0.4878 loss_bbox_0: 0.3081 loss_giou_0: 0.5253 loss_ce_1: 0.3839 loss_bbox_1: 0.2031 loss_giou_1: 0.3889 loss_ce_2: 0.3322 loss_bbox_2: 0.181 loss_giou_2: 0.3558 loss_ce_3: 0.2925 loss_bbox_3: 0.1697 loss_giou_3: 0.3468 loss_ce_4: 0.2818 loss_bbox_4: 0.1684 loss_giou_4: 0.343 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:28] d2.utils.events INFO: eta: 12:03:00 iter: 295699 total_loss: 5.61 loss_ce: 0.2566 loss_bbox: 0.1728 loss_giou: 0.3359 loss_ce_0: 0.4773 loss_bbox_0: 0.3047 loss_giou_0: 0.5204 loss_ce_1: 0.3779 loss_bbox_1: 0.201 loss_giou_1: 0.3807 loss_ce_2: 0.3132 loss_bbox_2: 0.1802 loss_giou_2: 0.3489 loss_ce_3: 0.2783 loss_bbox_3: 0.1734 loss_giou_3: 0.3432 loss_ce_4: 0.2607 loss_bbox_4: 0.1724 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:33] d2.utils.events INFO: eta: 12:02:51 iter: 295719 total_loss: 5.107 loss_ce: 0.2436 loss_bbox: 0.1628 loss_giou: 0.3122 loss_ce_0: 0.4583 loss_bbox_0: 0.2916 loss_giou_0: 0.4999 loss_ce_1: 0.3425 loss_bbox_1: 0.1942 loss_giou_1: 0.3562 loss_ce_2: 0.2911 loss_bbox_2: 0.1741 loss_giou_2: 0.3339 loss_ce_3: 0.2566 loss_bbox_3: 0.17 loss_giou_3: 0.3255 loss_ce_4: 0.2432 loss_bbox_4: 0.1667 loss_giou_4: 0.3167 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:39] d2.utils.events INFO: eta: 12:02:40 iter: 295739 total_loss: 5.167 loss_ce: 0.2369 loss_bbox: 0.1781 loss_giou: 0.2966 loss_ce_0: 0.4548 loss_bbox_0: 0.3052 loss_giou_0: 0.4797 loss_ce_1: 0.3505 loss_bbox_1: 0.2132 loss_giou_1: 0.339 loss_ce_2: 0.2817 loss_bbox_2: 0.1912 loss_giou_2: 0.3126 loss_ce_3: 0.2538 loss_bbox_3: 0.1837 loss_giou_3: 0.3037 loss_ce_4: 0.2448 loss_bbox_4: 0.1829 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:45] d2.utils.events INFO: eta: 12:02:32 iter: 295759 total_loss: 5.645 loss_ce: 0.2732 loss_bbox: 0.1767 loss_giou: 0.3477 loss_ce_0: 0.4937 loss_bbox_0: 0.305 loss_giou_0: 0.5379 loss_ce_1: 0.3825 loss_bbox_1: 0.2085 loss_giou_1: 0.3981 loss_ce_2: 0.319 loss_bbox_2: 0.182 loss_giou_2: 0.3672 loss_ce_3: 0.2859 loss_bbox_3: 0.1807 loss_giou_3: 0.351 loss_ce_4: 0.2734 loss_bbox_4: 0.1734 loss_giou_4: 0.3515 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:50] d2.utils.events INFO: eta: 12:02:27 iter: 295779 total_loss: 5.182 loss_ce: 0.2509 loss_bbox: 0.1676 loss_giou: 0.2987 loss_ce_0: 0.4774 loss_bbox_0: 0.2987 loss_giou_0: 0.5054 loss_ce_1: 0.3645 loss_bbox_1: 0.2029 loss_giou_1: 0.3574 loss_ce_2: 0.3044 loss_bbox_2: 0.1838 loss_giou_2: 0.3213 loss_ce_3: 0.2695 loss_bbox_3: 0.1731 loss_giou_3: 0.3102 loss_ce_4: 0.2548 loss_bbox_4: 0.1726 loss_giou_4: 0.3027 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 13:20:56] d2.utils.events INFO: eta: 12:02:16 iter: 295799 total_loss: 5.281 loss_ce: 0.259 loss_bbox: 0.1806 loss_giou: 0.3107 loss_ce_0: 0.4913 loss_bbox_0: 0.2855 loss_giou_0: 0.4813 loss_ce_1: 0.3729 loss_bbox_1: 0.2163 loss_giou_1: 0.3647 loss_ce_2: 0.32 loss_bbox_2: 0.1876 loss_giou_2: 0.334 loss_ce_3: 0.2712 loss_bbox_3: 0.1838 loss_giou_3: 0.3185 loss_ce_4: 0.2621 loss_bbox_4: 0.1809 loss_giou_4: 0.3133 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:02] d2.utils.events INFO: eta: 12:02:15 iter: 295819 total_loss: 5.5 loss_ce: 0.2582 loss_bbox: 0.1715 loss_giou: 0.3297 loss_ce_0: 0.4741 loss_bbox_0: 0.3014 loss_giou_0: 0.507 loss_ce_1: 0.3838 loss_bbox_1: 0.2022 loss_giou_1: 0.3782 loss_ce_2: 0.3169 loss_bbox_2: 0.1844 loss_giou_2: 0.3465 loss_ce_3: 0.2758 loss_bbox_3: 0.1825 loss_giou_3: 0.3359 loss_ce_4: 0.2599 loss_bbox_4: 0.1761 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:07] d2.utils.events INFO: eta: 12:01:57 iter: 295839 total_loss: 5.308 loss_ce: 0.2599 loss_bbox: 0.1622 loss_giou: 0.328 loss_ce_0: 0.4747 loss_bbox_0: 0.2799 loss_giou_0: 0.494 loss_ce_1: 0.3696 loss_bbox_1: 0.2041 loss_giou_1: 0.3578 loss_ce_2: 0.2942 loss_bbox_2: 0.1757 loss_giou_2: 0.3434 loss_ce_3: 0.2693 loss_bbox_3: 0.1673 loss_giou_3: 0.3327 loss_ce_4: 0.2572 loss_bbox_4: 0.164 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:13] d2.utils.events INFO: eta: 12:01:58 iter: 295859 total_loss: 5.33 loss_ce: 0.2374 loss_bbox: 0.1583 loss_giou: 0.324 loss_ce_0: 0.4607 loss_bbox_0: 0.2852 loss_giou_0: 0.5108 loss_ce_1: 0.3518 loss_bbox_1: 0.1977 loss_giou_1: 0.378 loss_ce_2: 0.2882 loss_bbox_2: 0.1782 loss_giou_2: 0.3548 loss_ce_3: 0.2567 loss_bbox_3: 0.1664 loss_giou_3: 0.3376 loss_ce_4: 0.2442 loss_bbox_4: 0.1613 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:19] d2.utils.events INFO: eta: 12:01:53 iter: 295879 total_loss: 5.231 loss_ce: 0.254 loss_bbox: 0.1768 loss_giou: 0.3347 loss_ce_0: 0.4732 loss_bbox_0: 0.2824 loss_giou_0: 0.5002 loss_ce_1: 0.366 loss_bbox_1: 0.2095 loss_giou_1: 0.3846 loss_ce_2: 0.3089 loss_bbox_2: 0.192 loss_giou_2: 0.3537 loss_ce_3: 0.2597 loss_bbox_3: 0.1781 loss_giou_3: 0.3412 loss_ce_4: 0.2544 loss_bbox_4: 0.1781 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:24] d2.utils.events INFO: eta: 12:01:50 iter: 295899 total_loss: 5.202 loss_ce: 0.2542 loss_bbox: 0.1812 loss_giou: 0.3099 loss_ce_0: 0.4781 loss_bbox_0: 0.3088 loss_giou_0: 0.4911 loss_ce_1: 0.3517 loss_bbox_1: 0.2144 loss_giou_1: 0.35 loss_ce_2: 0.2949 loss_bbox_2: 0.1971 loss_giou_2: 0.3333 loss_ce_3: 0.2613 loss_bbox_3: 0.1925 loss_giou_3: 0.3206 loss_ce_4: 0.2485 loss_bbox_4: 0.1866 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:30] d2.utils.events INFO: eta: 12:01:23 iter: 295919 total_loss: 5.449 loss_ce: 0.2708 loss_bbox: 0.1835 loss_giou: 0.3135 loss_ce_0: 0.4798 loss_bbox_0: 0.3001 loss_giou_0: 0.4889 loss_ce_1: 0.3819 loss_bbox_1: 0.2041 loss_giou_1: 0.3514 loss_ce_2: 0.316 loss_bbox_2: 0.1899 loss_giou_2: 0.3267 loss_ce_3: 0.2834 loss_bbox_3: 0.1879 loss_giou_3: 0.3144 loss_ce_4: 0.2736 loss_bbox_4: 0.1847 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:36] d2.utils.events INFO: eta: 12:01:18 iter: 295939 total_loss: 5.287 loss_ce: 0.2466 loss_bbox: 0.1731 loss_giou: 0.3056 loss_ce_0: 0.4776 loss_bbox_0: 0.3039 loss_giou_0: 0.4776 loss_ce_1: 0.3592 loss_bbox_1: 0.2038 loss_giou_1: 0.3504 loss_ce_2: 0.2894 loss_bbox_2: 0.1861 loss_giou_2: 0.3221 loss_ce_3: 0.2677 loss_bbox_3: 0.1805 loss_giou_3: 0.3132 loss_ce_4: 0.2524 loss_bbox_4: 0.1757 loss_giou_4: 0.3094 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:41] d2.utils.events INFO: eta: 12:01:29 iter: 295959 total_loss: 5.484 loss_ce: 0.2795 loss_bbox: 0.1715 loss_giou: 0.3415 loss_ce_0: 0.4804 loss_bbox_0: 0.2926 loss_giou_0: 0.5167 loss_ce_1: 0.3576 loss_bbox_1: 0.2048 loss_giou_1: 0.3878 loss_ce_2: 0.3087 loss_bbox_2: 0.1858 loss_giou_2: 0.3591 loss_ce_3: 0.2897 loss_bbox_3: 0.1793 loss_giou_3: 0.3471 loss_ce_4: 0.2759 loss_bbox_4: 0.1743 loss_giou_4: 0.3445 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:47] d2.utils.events INFO: eta: 12:01:32 iter: 295979 total_loss: 5.325 loss_ce: 0.2514 loss_bbox: 0.1686 loss_giou: 0.3229 loss_ce_0: 0.4683 loss_bbox_0: 0.2966 loss_giou_0: 0.4973 loss_ce_1: 0.3712 loss_bbox_1: 0.1954 loss_giou_1: 0.3684 loss_ce_2: 0.3076 loss_bbox_2: 0.1785 loss_giou_2: 0.346 loss_ce_3: 0.2754 loss_bbox_3: 0.1729 loss_giou_3: 0.3261 loss_ce_4: 0.2563 loss_bbox_4: 0.1679 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:53] d2.utils.events INFO: eta: 12:01:26 iter: 295999 total_loss: 4.875 loss_ce: 0.2212 loss_bbox: 0.1765 loss_giou: 0.2779 loss_ce_0: 0.4773 loss_bbox_0: 0.2873 loss_giou_0: 0.4463 loss_ce_1: 0.3503 loss_bbox_1: 0.2015 loss_giou_1: 0.3138 loss_ce_2: 0.2876 loss_bbox_2: 0.1861 loss_giou_2: 0.2911 loss_ce_3: 0.2492 loss_bbox_3: 0.1838 loss_giou_3: 0.2849 loss_ce_4: 0.2244 loss_bbox_4: 0.1762 loss_giou_4: 0.279 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:21:59] d2.utils.events INFO: eta: 12:01:27 iter: 296019 total_loss: 5.319 loss_ce: 0.2572 loss_bbox: 0.1569 loss_giou: 0.3352 loss_ce_0: 0.4651 loss_bbox_0: 0.2834 loss_giou_0: 0.5108 loss_ce_1: 0.3663 loss_bbox_1: 0.192 loss_giou_1: 0.3783 loss_ce_2: 0.3018 loss_bbox_2: 0.1694 loss_giou_2: 0.3575 loss_ce_3: 0.2744 loss_bbox_3: 0.1625 loss_giou_3: 0.3394 loss_ce_4: 0.2573 loss_bbox_4: 0.1612 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:04] d2.utils.events INFO: eta: 12:01:44 iter: 296039 total_loss: 5.1 loss_ce: 0.2269 loss_bbox: 0.1688 loss_giou: 0.3018 loss_ce_0: 0.4602 loss_bbox_0: 0.2936 loss_giou_0: 0.4874 loss_ce_1: 0.3419 loss_bbox_1: 0.1988 loss_giou_1: 0.3449 loss_ce_2: 0.2784 loss_bbox_2: 0.1853 loss_giou_2: 0.3114 loss_ce_3: 0.2459 loss_bbox_3: 0.1746 loss_giou_3: 0.3105 loss_ce_4: 0.237 loss_bbox_4: 0.1724 loss_giou_4: 0.3041 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:10] d2.utils.events INFO: eta: 12:01:39 iter: 296059 total_loss: 5.523 loss_ce: 0.2584 loss_bbox: 0.1736 loss_giou: 0.3282 loss_ce_0: 0.4925 loss_bbox_0: 0.3007 loss_giou_0: 0.5109 loss_ce_1: 0.3778 loss_bbox_1: 0.2135 loss_giou_1: 0.3831 loss_ce_2: 0.3066 loss_bbox_2: 0.1821 loss_giou_2: 0.3628 loss_ce_3: 0.2724 loss_bbox_3: 0.1769 loss_giou_3: 0.345 loss_ce_4: 0.2631 loss_bbox_4: 0.1777 loss_giou_4: 0.329 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:16] d2.utils.events INFO: eta: 12:01:54 iter: 296079 total_loss: 5.332 loss_ce: 0.2612 loss_bbox: 0.178 loss_giou: 0.3217 loss_ce_0: 0.4857 loss_bbox_0: 0.2984 loss_giou_0: 0.5041 loss_ce_1: 0.3742 loss_bbox_1: 0.2075 loss_giou_1: 0.3717 loss_ce_2: 0.3185 loss_bbox_2: 0.1925 loss_giou_2: 0.3386 loss_ce_3: 0.2748 loss_bbox_3: 0.1794 loss_giou_3: 0.3312 loss_ce_4: 0.2699 loss_bbox_4: 0.1791 loss_giou_4: 0.327 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:21] d2.utils.events INFO: eta: 12:01:43 iter: 296099 total_loss: 5.342 loss_ce: 0.2598 loss_bbox: 0.167 loss_giou: 0.3102 loss_ce_0: 0.4761 loss_bbox_0: 0.2797 loss_giou_0: 0.4957 loss_ce_1: 0.3648 loss_bbox_1: 0.1922 loss_giou_1: 0.3572 loss_ce_2: 0.318 loss_bbox_2: 0.1738 loss_giou_2: 0.3322 loss_ce_3: 0.2713 loss_bbox_3: 0.1704 loss_giou_3: 0.322 loss_ce_4: 0.2617 loss_bbox_4: 0.1664 loss_giou_4: 0.3083 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:27] d2.utils.events INFO: eta: 12:01:50 iter: 296119 total_loss: 5.267 loss_ce: 0.2341 loss_bbox: 0.1838 loss_giou: 0.3033 loss_ce_0: 0.488 loss_bbox_0: 0.3202 loss_giou_0: 0.4771 loss_ce_1: 0.3628 loss_bbox_1: 0.2215 loss_giou_1: 0.3546 loss_ce_2: 0.2953 loss_bbox_2: 0.1975 loss_giou_2: 0.3179 loss_ce_3: 0.2554 loss_bbox_3: 0.1909 loss_giou_3: 0.3089 loss_ce_4: 0.2421 loss_bbox_4: 0.1837 loss_giou_4: 0.3028 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:33] d2.utils.events INFO: eta: 12:01:37 iter: 296139 total_loss: 5.34 loss_ce: 0.2499 loss_bbox: 0.1734 loss_giou: 0.3125 loss_ce_0: 0.4784 loss_bbox_0: 0.2862 loss_giou_0: 0.5001 loss_ce_1: 0.3588 loss_bbox_1: 0.2066 loss_giou_1: 0.3592 loss_ce_2: 0.3045 loss_bbox_2: 0.1811 loss_giou_2: 0.3281 loss_ce_3: 0.2656 loss_bbox_3: 0.179 loss_giou_3: 0.3234 loss_ce_4: 0.2564 loss_bbox_4: 0.1746 loss_giou_4: 0.312 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:38] d2.utils.events INFO: eta: 12:01:31 iter: 296159 total_loss: 5.475 loss_ce: 0.251 loss_bbox: 0.1747 loss_giou: 0.3167 loss_ce_0: 0.482 loss_bbox_0: 0.3071 loss_giou_0: 0.5171 loss_ce_1: 0.3751 loss_bbox_1: 0.2101 loss_giou_1: 0.3745 loss_ce_2: 0.3075 loss_bbox_2: 0.1864 loss_giou_2: 0.3357 loss_ce_3: 0.2656 loss_bbox_3: 0.1772 loss_giou_3: 0.3356 loss_ce_4: 0.2548 loss_bbox_4: 0.1778 loss_giou_4: 0.3308 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:44] d2.utils.events INFO: eta: 12:01:49 iter: 296179 total_loss: 5.308 loss_ce: 0.2535 loss_bbox: 0.1564 loss_giou: 0.3294 loss_ce_0: 0.477 loss_bbox_0: 0.2806 loss_giou_0: 0.5219 loss_ce_1: 0.3796 loss_bbox_1: 0.1866 loss_giou_1: 0.3742 loss_ce_2: 0.3108 loss_bbox_2: 0.1713 loss_giou_2: 0.3426 loss_ce_3: 0.2673 loss_bbox_3: 0.1643 loss_giou_3: 0.3365 loss_ce_4: 0.2572 loss_bbox_4: 0.1591 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:50] d2.utils.events INFO: eta: 12:01:01 iter: 296199 total_loss: 5.187 loss_ce: 0.2487 loss_bbox: 0.1801 loss_giou: 0.3192 loss_ce_0: 0.4642 loss_bbox_0: 0.2886 loss_giou_0: 0.4771 loss_ce_1: 0.3476 loss_bbox_1: 0.2124 loss_giou_1: 0.3653 loss_ce_2: 0.3002 loss_bbox_2: 0.1928 loss_giou_2: 0.3396 loss_ce_3: 0.2705 loss_bbox_3: 0.1842 loss_giou_3: 0.3245 loss_ce_4: 0.2536 loss_bbox_4: 0.1823 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 13:22:55] d2.utils.events INFO: eta: 12:01:02 iter: 296219 total_loss: 5.575 loss_ce: 0.2794 loss_bbox: 0.1713 loss_giou: 0.3181 loss_ce_0: 0.4953 loss_bbox_0: 0.3287 loss_giou_0: 0.5001 loss_ce_1: 0.3891 loss_bbox_1: 0.2246 loss_giou_1: 0.3707 loss_ce_2: 0.3423 loss_bbox_2: 0.19 loss_giou_2: 0.3437 loss_ce_3: 0.292 loss_bbox_3: 0.1776 loss_giou_3: 0.3307 loss_ce_4: 0.2849 loss_bbox_4: 0.1723 loss_giou_4: 0.3232 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:01] d2.utils.events INFO: eta: 12:01:04 iter: 296239 total_loss: 5.288 loss_ce: 0.2688 loss_bbox: 0.161 loss_giou: 0.313 loss_ce_0: 0.4851 loss_bbox_0: 0.2833 loss_giou_0: 0.5023 loss_ce_1: 0.3689 loss_bbox_1: 0.1893 loss_giou_1: 0.35 loss_ce_2: 0.3149 loss_bbox_2: 0.1684 loss_giou_2: 0.3327 loss_ce_3: 0.2798 loss_bbox_3: 0.1633 loss_giou_3: 0.3264 loss_ce_4: 0.2629 loss_bbox_4: 0.1624 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:07] d2.utils.events INFO: eta: 12:00:53 iter: 296259 total_loss: 5.236 loss_ce: 0.2391 loss_bbox: 0.177 loss_giou: 0.3228 loss_ce_0: 0.4645 loss_bbox_0: 0.2916 loss_giou_0: 0.5 loss_ce_1: 0.3436 loss_bbox_1: 0.2078 loss_giou_1: 0.3737 loss_ce_2: 0.29 loss_bbox_2: 0.1898 loss_giou_2: 0.3413 loss_ce_3: 0.2636 loss_bbox_3: 0.1854 loss_giou_3: 0.3389 loss_ce_4: 0.2408 loss_bbox_4: 0.1809 loss_giou_4: 0.3303 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:13] d2.utils.events INFO: eta: 12:00:13 iter: 296279 total_loss: 5.745 loss_ce: 0.2871 loss_bbox: 0.165 loss_giou: 0.3265 loss_ce_0: 0.4956 loss_bbox_0: 0.2942 loss_giou_0: 0.5151 loss_ce_1: 0.3784 loss_bbox_1: 0.2016 loss_giou_1: 0.3748 loss_ce_2: 0.3309 loss_bbox_2: 0.1839 loss_giou_2: 0.3507 loss_ce_3: 0.305 loss_bbox_3: 0.179 loss_giou_3: 0.3379 loss_ce_4: 0.2985 loss_bbox_4: 0.1699 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:18] d2.utils.events INFO: eta: 12:00:36 iter: 296299 total_loss: 5.48 loss_ce: 0.2765 loss_bbox: 0.1755 loss_giou: 0.3345 loss_ce_0: 0.4945 loss_bbox_0: 0.2958 loss_giou_0: 0.5007 loss_ce_1: 0.3744 loss_bbox_1: 0.2088 loss_giou_1: 0.3816 loss_ce_2: 0.3234 loss_bbox_2: 0.1909 loss_giou_2: 0.3505 loss_ce_3: 0.289 loss_bbox_3: 0.1827 loss_giou_3: 0.3442 loss_ce_4: 0.2743 loss_bbox_4: 0.1782 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:24] d2.utils.events INFO: eta: 12:00:25 iter: 296319 total_loss: 5.899 loss_ce: 0.2737 loss_bbox: 0.1819 loss_giou: 0.3524 loss_ce_0: 0.4792 loss_bbox_0: 0.2985 loss_giou_0: 0.5124 loss_ce_1: 0.3741 loss_bbox_1: 0.2164 loss_giou_1: 0.3911 loss_ce_2: 0.3153 loss_bbox_2: 0.2012 loss_giou_2: 0.3722 loss_ce_3: 0.2864 loss_bbox_3: 0.188 loss_giou_3: 0.3646 loss_ce_4: 0.2745 loss_bbox_4: 0.1828 loss_giou_4: 0.3572 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:30] d2.utils.events INFO: eta: 12:00:19 iter: 296339 total_loss: 5.194 loss_ce: 0.2541 loss_bbox: 0.1586 loss_giou: 0.3107 loss_ce_0: 0.4684 loss_bbox_0: 0.2846 loss_giou_0: 0.4948 loss_ce_1: 0.3554 loss_bbox_1: 0.1958 loss_giou_1: 0.3547 loss_ce_2: 0.2901 loss_bbox_2: 0.1761 loss_giou_2: 0.3246 loss_ce_3: 0.261 loss_bbox_3: 0.1669 loss_giou_3: 0.32 loss_ce_4: 0.2529 loss_bbox_4: 0.1699 loss_giou_4: 0.3157 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:35] d2.utils.events INFO: eta: 12:00:16 iter: 296359 total_loss: 5.142 loss_ce: 0.2254 loss_bbox: 0.1771 loss_giou: 0.2943 loss_ce_0: 0.4661 loss_bbox_0: 0.2965 loss_giou_0: 0.4418 loss_ce_1: 0.359 loss_bbox_1: 0.2044 loss_giou_1: 0.3255 loss_ce_2: 0.2869 loss_bbox_2: 0.1883 loss_giou_2: 0.3046 loss_ce_3: 0.2441 loss_bbox_3: 0.185 loss_giou_3: 0.3026 loss_ce_4: 0.2296 loss_bbox_4: 0.1796 loss_giou_4: 0.2997 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:41] d2.utils.events INFO: eta: 12:00:10 iter: 296379 total_loss: 5.345 loss_ce: 0.2577 loss_bbox: 0.1857 loss_giou: 0.3245 loss_ce_0: 0.4808 loss_bbox_0: 0.2965 loss_giou_0: 0.4735 loss_ce_1: 0.3579 loss_bbox_1: 0.2157 loss_giou_1: 0.374 loss_ce_2: 0.3034 loss_bbox_2: 0.2043 loss_giou_2: 0.3364 loss_ce_3: 0.2702 loss_bbox_3: 0.1978 loss_giou_3: 0.3384 loss_ce_4: 0.2583 loss_bbox_4: 0.1877 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:47] d2.utils.events INFO: eta: 12:00:04 iter: 296399 total_loss: 5.252 loss_ce: 0.2606 loss_bbox: 0.1563 loss_giou: 0.3074 loss_ce_0: 0.4771 loss_bbox_0: 0.2907 loss_giou_0: 0.4833 loss_ce_1: 0.3651 loss_bbox_1: 0.1919 loss_giou_1: 0.3633 loss_ce_2: 0.3034 loss_bbox_2: 0.1713 loss_giou_2: 0.3309 loss_ce_3: 0.2711 loss_bbox_3: 0.1615 loss_giou_3: 0.3208 loss_ce_4: 0.2589 loss_bbox_4: 0.157 loss_giou_4: 0.3123 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:52] d2.utils.events INFO: eta: 12:00:02 iter: 296419 total_loss: 5.483 loss_ce: 0.242 loss_bbox: 0.169 loss_giou: 0.3256 loss_ce_0: 0.4704 loss_bbox_0: 0.3072 loss_giou_0: 0.5205 loss_ce_1: 0.3572 loss_bbox_1: 0.2093 loss_giou_1: 0.3814 loss_ce_2: 0.3016 loss_bbox_2: 0.1844 loss_giou_2: 0.3499 loss_ce_3: 0.2697 loss_bbox_3: 0.1779 loss_giou_3: 0.3386 loss_ce_4: 0.2502 loss_bbox_4: 0.1719 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:23:58] d2.utils.events INFO: eta: 11:59:54 iter: 296439 total_loss: 5.356 loss_ce: 0.2631 loss_bbox: 0.1835 loss_giou: 0.3258 loss_ce_0: 0.4683 loss_bbox_0: 0.2972 loss_giou_0: 0.4947 loss_ce_1: 0.3732 loss_bbox_1: 0.2143 loss_giou_1: 0.374 loss_ce_2: 0.3084 loss_bbox_2: 0.1877 loss_giou_2: 0.3436 loss_ce_3: 0.2841 loss_bbox_3: 0.1848 loss_giou_3: 0.3344 loss_ce_4: 0.2683 loss_bbox_4: 0.182 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:04] d2.utils.events INFO: eta: 11:59:47 iter: 296459 total_loss: 5.369 loss_ce: 0.2826 loss_bbox: 0.1785 loss_giou: 0.2936 loss_ce_0: 0.4717 loss_bbox_0: 0.3056 loss_giou_0: 0.4553 loss_ce_1: 0.3656 loss_bbox_1: 0.2181 loss_giou_1: 0.344 loss_ce_2: 0.319 loss_bbox_2: 0.1993 loss_giou_2: 0.3162 loss_ce_3: 0.2927 loss_bbox_3: 0.1891 loss_giou_3: 0.3076 loss_ce_4: 0.2799 loss_bbox_4: 0.1827 loss_giou_4: 0.2961 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:10] d2.utils.events INFO: eta: 11:59:35 iter: 296479 total_loss: 5.323 loss_ce: 0.2621 loss_bbox: 0.1753 loss_giou: 0.3186 loss_ce_0: 0.4805 loss_bbox_0: 0.3012 loss_giou_0: 0.4913 loss_ce_1: 0.366 loss_bbox_1: 0.2026 loss_giou_1: 0.3664 loss_ce_2: 0.3027 loss_bbox_2: 0.1831 loss_giou_2: 0.3411 loss_ce_3: 0.2763 loss_bbox_3: 0.1752 loss_giou_3: 0.3292 loss_ce_4: 0.2623 loss_bbox_4: 0.1756 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:16] d2.utils.events INFO: eta: 11:59:21 iter: 296499 total_loss: 5.529 loss_ce: 0.2765 loss_bbox: 0.1699 loss_giou: 0.3311 loss_ce_0: 0.4636 loss_bbox_0: 0.2943 loss_giou_0: 0.5239 loss_ce_1: 0.3824 loss_bbox_1: 0.2029 loss_giou_1: 0.3789 loss_ce_2: 0.3145 loss_bbox_2: 0.1898 loss_giou_2: 0.352 loss_ce_3: 0.2899 loss_bbox_3: 0.1813 loss_giou_3: 0.3417 loss_ce_4: 0.2816 loss_bbox_4: 0.176 loss_giou_4: 0.3375 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:21] d2.utils.events INFO: eta: 11:59:33 iter: 296519 total_loss: 5.421 loss_ce: 0.2597 loss_bbox: 0.1818 loss_giou: 0.3226 loss_ce_0: 0.4586 loss_bbox_0: 0.309 loss_giou_0: 0.5054 loss_ce_1: 0.3578 loss_bbox_1: 0.2187 loss_giou_1: 0.3853 loss_ce_2: 0.3009 loss_bbox_2: 0.2046 loss_giou_2: 0.3538 loss_ce_3: 0.2674 loss_bbox_3: 0.192 loss_giou_3: 0.3397 loss_ce_4: 0.2615 loss_bbox_4: 0.1808 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:27] d2.utils.events INFO: eta: 11:59:25 iter: 296539 total_loss: 5.125 loss_ce: 0.2285 loss_bbox: 0.1671 loss_giou: 0.3034 loss_ce_0: 0.4581 loss_bbox_0: 0.2783 loss_giou_0: 0.4571 loss_ce_1: 0.3643 loss_bbox_1: 0.1931 loss_giou_1: 0.3411 loss_ce_2: 0.2925 loss_bbox_2: 0.1724 loss_giou_2: 0.3124 loss_ce_3: 0.2495 loss_bbox_3: 0.1712 loss_giou_3: 0.3095 loss_ce_4: 0.2336 loss_bbox_4: 0.1707 loss_giou_4: 0.3091 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:33] d2.utils.events INFO: eta: 11:59:22 iter: 296559 total_loss: 5.471 loss_ce: 0.2558 loss_bbox: 0.168 loss_giou: 0.3368 loss_ce_0: 0.4911 loss_bbox_0: 0.3024 loss_giou_0: 0.5239 loss_ce_1: 0.3689 loss_bbox_1: 0.1952 loss_giou_1: 0.3842 loss_ce_2: 0.3183 loss_bbox_2: 0.1789 loss_giou_2: 0.3543 loss_ce_3: 0.278 loss_bbox_3: 0.1727 loss_giou_3: 0.3436 loss_ce_4: 0.2539 loss_bbox_4: 0.1691 loss_giou_4: 0.3406 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:38] d2.utils.events INFO: eta: 11:59:17 iter: 296579 total_loss: 5.137 loss_ce: 0.2407 loss_bbox: 0.1697 loss_giou: 0.3265 loss_ce_0: 0.464 loss_bbox_0: 0.2931 loss_giou_0: 0.4988 loss_ce_1: 0.351 loss_bbox_1: 0.202 loss_giou_1: 0.3624 loss_ce_2: 0.2906 loss_bbox_2: 0.1836 loss_giou_2: 0.3366 loss_ce_3: 0.2605 loss_bbox_3: 0.1756 loss_giou_3: 0.3295 loss_ce_4: 0.2421 loss_bbox_4: 0.1694 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:44] d2.utils.events INFO: eta: 11:59:10 iter: 296599 total_loss: 5.187 loss_ce: 0.2587 loss_bbox: 0.1633 loss_giou: 0.3055 loss_ce_0: 0.4691 loss_bbox_0: 0.2882 loss_giou_0: 0.4848 loss_ce_1: 0.3649 loss_bbox_1: 0.1935 loss_giou_1: 0.3412 loss_ce_2: 0.3058 loss_bbox_2: 0.1805 loss_giou_2: 0.3265 loss_ce_3: 0.2665 loss_bbox_3: 0.1696 loss_giou_3: 0.3147 loss_ce_4: 0.2547 loss_bbox_4: 0.1667 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:50] d2.utils.events INFO: eta: 11:59:03 iter: 296619 total_loss: 5.303 loss_ce: 0.2574 loss_bbox: 0.1623 loss_giou: 0.3382 loss_ce_0: 0.4723 loss_bbox_0: 0.275 loss_giou_0: 0.5173 loss_ce_1: 0.3688 loss_bbox_1: 0.1908 loss_giou_1: 0.3712 loss_ce_2: 0.2973 loss_bbox_2: 0.1801 loss_giou_2: 0.3565 loss_ce_3: 0.2633 loss_bbox_3: 0.1746 loss_giou_3: 0.3439 loss_ce_4: 0.2593 loss_bbox_4: 0.1637 loss_giou_4: 0.3402 time: 0.2799 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/03 13:24:55] d2.utils.events INFO: eta: 11:59:00 iter: 296639 total_loss: 5.352 loss_ce: 0.2577 loss_bbox: 0.1823 loss_giou: 0.3095 loss_ce_0: 0.4693 loss_bbox_0: 0.3034 loss_giou_0: 0.4926 loss_ce_1: 0.3646 loss_bbox_1: 0.2107 loss_giou_1: 0.3536 loss_ce_2: 0.3107 loss_bbox_2: 0.195 loss_giou_2: 0.3268 loss_ce_3: 0.2723 loss_bbox_3: 0.1918 loss_giou_3: 0.3152 loss_ce_4: 0.2558 loss_bbox_4: 0.1897 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:01] d2.utils.events INFO: eta: 11:58:53 iter: 296659 total_loss: 5.585 loss_ce: 0.2766 loss_bbox: 0.1712 loss_giou: 0.3256 loss_ce_0: 0.4706 loss_bbox_0: 0.299 loss_giou_0: 0.5116 loss_ce_1: 0.3793 loss_bbox_1: 0.2123 loss_giou_1: 0.3747 loss_ce_2: 0.3199 loss_bbox_2: 0.1998 loss_giou_2: 0.3454 loss_ce_3: 0.2843 loss_bbox_3: 0.183 loss_giou_3: 0.337 loss_ce_4: 0.2781 loss_bbox_4: 0.173 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:07] d2.utils.events INFO: eta: 11:58:54 iter: 296679 total_loss: 5.266 loss_ce: 0.2446 loss_bbox: 0.1717 loss_giou: 0.3198 loss_ce_0: 0.4597 loss_bbox_0: 0.2943 loss_giou_0: 0.5254 loss_ce_1: 0.3623 loss_bbox_1: 0.2068 loss_giou_1: 0.383 loss_ce_2: 0.2944 loss_bbox_2: 0.1843 loss_giou_2: 0.349 loss_ce_3: 0.2624 loss_bbox_3: 0.1765 loss_giou_3: 0.3386 loss_ce_4: 0.2414 loss_bbox_4: 0.1726 loss_giou_4: 0.3309 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:13] d2.utils.events INFO: eta: 11:58:41 iter: 296699 total_loss: 5.395 loss_ce: 0.2458 loss_bbox: 0.1702 loss_giou: 0.3241 loss_ce_0: 0.467 loss_bbox_0: 0.303 loss_giou_0: 0.5029 loss_ce_1: 0.3591 loss_bbox_1: 0.2143 loss_giou_1: 0.3749 loss_ce_2: 0.2949 loss_bbox_2: 0.1878 loss_giou_2: 0.3408 loss_ce_3: 0.2534 loss_bbox_3: 0.1787 loss_giou_3: 0.3376 loss_ce_4: 0.2498 loss_bbox_4: 0.1717 loss_giou_4: 0.3238 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:18] d2.utils.events INFO: eta: 11:58:34 iter: 296719 total_loss: 5.564 loss_ce: 0.2629 loss_bbox: 0.1773 loss_giou: 0.3237 loss_ce_0: 0.4791 loss_bbox_0: 0.2988 loss_giou_0: 0.4883 loss_ce_1: 0.3641 loss_bbox_1: 0.2136 loss_giou_1: 0.37 loss_ce_2: 0.305 loss_bbox_2: 0.1953 loss_giou_2: 0.3394 loss_ce_3: 0.2744 loss_bbox_3: 0.1843 loss_giou_3: 0.326 loss_ce_4: 0.2603 loss_bbox_4: 0.1779 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:24] d2.utils.events INFO: eta: 11:58:21 iter: 296739 total_loss: 5.436 loss_ce: 0.2679 loss_bbox: 0.1744 loss_giou: 0.3176 loss_ce_0: 0.4774 loss_bbox_0: 0.2952 loss_giou_0: 0.4835 loss_ce_1: 0.3751 loss_bbox_1: 0.2042 loss_giou_1: 0.3638 loss_ce_2: 0.3158 loss_bbox_2: 0.1902 loss_giou_2: 0.3338 loss_ce_3: 0.2912 loss_bbox_3: 0.1824 loss_giou_3: 0.3246 loss_ce_4: 0.278 loss_bbox_4: 0.1754 loss_giou_4: 0.3201 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:29] d2.utils.events INFO: eta: 11:57:54 iter: 296759 total_loss: 5.154 loss_ce: 0.2461 loss_bbox: 0.1671 loss_giou: 0.3208 loss_ce_0: 0.4414 loss_bbox_0: 0.2812 loss_giou_0: 0.4767 loss_ce_1: 0.3482 loss_bbox_1: 0.1984 loss_giou_1: 0.3542 loss_ce_2: 0.2962 loss_bbox_2: 0.1752 loss_giou_2: 0.3374 loss_ce_3: 0.2628 loss_bbox_3: 0.1701 loss_giou_3: 0.3257 loss_ce_4: 0.2559 loss_bbox_4: 0.1695 loss_giou_4: 0.3201 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:35] d2.utils.events INFO: eta: 11:57:50 iter: 296779 total_loss: 5.015 loss_ce: 0.2301 loss_bbox: 0.1639 loss_giou: 0.3173 loss_ce_0: 0.4472 loss_bbox_0: 0.2844 loss_giou_0: 0.4904 loss_ce_1: 0.3523 loss_bbox_1: 0.1991 loss_giou_1: 0.3538 loss_ce_2: 0.2821 loss_bbox_2: 0.1772 loss_giou_2: 0.3296 loss_ce_3: 0.2545 loss_bbox_3: 0.1744 loss_giou_3: 0.319 loss_ce_4: 0.233 loss_bbox_4: 0.1666 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:41] d2.utils.events INFO: eta: 11:57:37 iter: 296799 total_loss: 5.517 loss_ce: 0.2624 loss_bbox: 0.1677 loss_giou: 0.3428 loss_ce_0: 0.4689 loss_bbox_0: 0.2804 loss_giou_0: 0.5321 loss_ce_1: 0.3533 loss_bbox_1: 0.1925 loss_giou_1: 0.3923 loss_ce_2: 0.2957 loss_bbox_2: 0.1714 loss_giou_2: 0.3579 loss_ce_3: 0.2789 loss_bbox_3: 0.1707 loss_giou_3: 0.3508 loss_ce_4: 0.2666 loss_bbox_4: 0.1728 loss_giou_4: 0.3456 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:47] d2.utils.events INFO: eta: 11:57:24 iter: 296819 total_loss: 5.404 loss_ce: 0.2465 loss_bbox: 0.1852 loss_giou: 0.3403 loss_ce_0: 0.4751 loss_bbox_0: 0.3021 loss_giou_0: 0.5091 loss_ce_1: 0.3668 loss_bbox_1: 0.2113 loss_giou_1: 0.3814 loss_ce_2: 0.2973 loss_bbox_2: 0.1938 loss_giou_2: 0.3476 loss_ce_3: 0.269 loss_bbox_3: 0.1916 loss_giou_3: 0.3502 loss_ce_4: 0.2465 loss_bbox_4: 0.1838 loss_giou_4: 0.3444 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:52] d2.utils.events INFO: eta: 11:57:23 iter: 296839 total_loss: 4.949 loss_ce: 0.2289 loss_bbox: 0.1659 loss_giou: 0.2991 loss_ce_0: 0.4389 loss_bbox_0: 0.2858 loss_giou_0: 0.4709 loss_ce_1: 0.3301 loss_bbox_1: 0.1978 loss_giou_1: 0.3444 loss_ce_2: 0.2639 loss_bbox_2: 0.1776 loss_giou_2: 0.32 loss_ce_3: 0.2325 loss_bbox_3: 0.1698 loss_giou_3: 0.3174 loss_ce_4: 0.2234 loss_bbox_4: 0.1665 loss_giou_4: 0.3102 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:25:58] d2.utils.events INFO: eta: 11:57:12 iter: 296859 total_loss: 5.353 loss_ce: 0.2645 loss_bbox: 0.1686 loss_giou: 0.3204 loss_ce_0: 0.4798 loss_bbox_0: 0.2861 loss_giou_0: 0.5103 loss_ce_1: 0.3743 loss_bbox_1: 0.2064 loss_giou_1: 0.3804 loss_ce_2: 0.307 loss_bbox_2: 0.1832 loss_giou_2: 0.3504 loss_ce_3: 0.2712 loss_bbox_3: 0.1761 loss_giou_3: 0.3317 loss_ce_4: 0.2584 loss_bbox_4: 0.1713 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:04] d2.utils.events INFO: eta: 11:56:36 iter: 296879 total_loss: 5.437 loss_ce: 0.2598 loss_bbox: 0.1742 loss_giou: 0.3234 loss_ce_0: 0.4705 loss_bbox_0: 0.3082 loss_giou_0: 0.5138 loss_ce_1: 0.3687 loss_bbox_1: 0.2131 loss_giou_1: 0.3813 loss_ce_2: 0.3096 loss_bbox_2: 0.191 loss_giou_2: 0.3451 loss_ce_3: 0.2764 loss_bbox_3: 0.1874 loss_giou_3: 0.3352 loss_ce_4: 0.2703 loss_bbox_4: 0.18 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:09] d2.utils.events INFO: eta: 11:56:31 iter: 296899 total_loss: 5.388 loss_ce: 0.2565 loss_bbox: 0.1731 loss_giou: 0.3083 loss_ce_0: 0.4759 loss_bbox_0: 0.293 loss_giou_0: 0.4981 loss_ce_1: 0.3682 loss_bbox_1: 0.2098 loss_giou_1: 0.3664 loss_ce_2: 0.3042 loss_bbox_2: 0.1853 loss_giou_2: 0.3273 loss_ce_3: 0.2698 loss_bbox_3: 0.1832 loss_giou_3: 0.319 loss_ce_4: 0.2534 loss_bbox_4: 0.179 loss_giou_4: 0.3116 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:15] d2.utils.events INFO: eta: 11:56:41 iter: 296919 total_loss: 5.434 loss_ce: 0.2525 loss_bbox: 0.1812 loss_giou: 0.3239 loss_ce_0: 0.4782 loss_bbox_0: 0.3195 loss_giou_0: 0.5176 loss_ce_1: 0.3669 loss_bbox_1: 0.2205 loss_giou_1: 0.3853 loss_ce_2: 0.3067 loss_bbox_2: 0.1983 loss_giou_2: 0.3543 loss_ce_3: 0.2673 loss_bbox_3: 0.1955 loss_giou_3: 0.3389 loss_ce_4: 0.2499 loss_bbox_4: 0.1902 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:21] d2.utils.events INFO: eta: 11:56:52 iter: 296939 total_loss: 5.427 loss_ce: 0.2624 loss_bbox: 0.1814 loss_giou: 0.3175 loss_ce_0: 0.4751 loss_bbox_0: 0.3033 loss_giou_0: 0.514 loss_ce_1: 0.3783 loss_bbox_1: 0.215 loss_giou_1: 0.3694 loss_ce_2: 0.3057 loss_bbox_2: 0.1985 loss_giou_2: 0.3354 loss_ce_3: 0.2698 loss_bbox_3: 0.192 loss_giou_3: 0.3293 loss_ce_4: 0.2627 loss_bbox_4: 0.1867 loss_giou_4: 0.32 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:27] d2.utils.events INFO: eta: 11:56:16 iter: 296959 total_loss: 5.242 loss_ce: 0.241 loss_bbox: 0.1689 loss_giou: 0.3115 loss_ce_0: 0.4598 loss_bbox_0: 0.2853 loss_giou_0: 0.5028 loss_ce_1: 0.3385 loss_bbox_1: 0.2004 loss_giou_1: 0.3589 loss_ce_2: 0.2804 loss_bbox_2: 0.1862 loss_giou_2: 0.3363 loss_ce_3: 0.2538 loss_bbox_3: 0.1766 loss_giou_3: 0.3268 loss_ce_4: 0.2417 loss_bbox_4: 0.1738 loss_giou_4: 0.3131 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:32] d2.utils.events INFO: eta: 11:56:08 iter: 296979 total_loss: 5.141 loss_ce: 0.2576 loss_bbox: 0.1583 loss_giou: 0.3123 loss_ce_0: 0.4652 loss_bbox_0: 0.2874 loss_giou_0: 0.5048 loss_ce_1: 0.3555 loss_bbox_1: 0.1929 loss_giou_1: 0.3595 loss_ce_2: 0.2947 loss_bbox_2: 0.173 loss_giou_2: 0.3299 loss_ce_3: 0.2703 loss_bbox_3: 0.1631 loss_giou_3: 0.3186 loss_ce_4: 0.2536 loss_bbox_4: 0.1587 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:38] d2.utils.events INFO: eta: 11:56:05 iter: 296999 total_loss: 5.652 loss_ce: 0.2826 loss_bbox: 0.1754 loss_giou: 0.347 loss_ce_0: 0.4849 loss_bbox_0: 0.3094 loss_giou_0: 0.516 loss_ce_1: 0.3866 loss_bbox_1: 0.2014 loss_giou_1: 0.3886 loss_ce_2: 0.3285 loss_bbox_2: 0.1865 loss_giou_2: 0.3607 loss_ce_3: 0.2884 loss_bbox_3: 0.1797 loss_giou_3: 0.3522 loss_ce_4: 0.276 loss_bbox_4: 0.1765 loss_giou_4: 0.3494 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:44] d2.utils.events INFO: eta: 11:55:51 iter: 297019 total_loss: 5.366 loss_ce: 0.2638 loss_bbox: 0.1674 loss_giou: 0.3186 loss_ce_0: 0.4862 loss_bbox_0: 0.2974 loss_giou_0: 0.5015 loss_ce_1: 0.3748 loss_bbox_1: 0.2014 loss_giou_1: 0.3736 loss_ce_2: 0.3238 loss_bbox_2: 0.184 loss_giou_2: 0.3409 loss_ce_3: 0.2859 loss_bbox_3: 0.1736 loss_giou_3: 0.3312 loss_ce_4: 0.2666 loss_bbox_4: 0.1711 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:50] d2.utils.events INFO: eta: 11:55:34 iter: 297039 total_loss: 5.496 loss_ce: 0.2839 loss_bbox: 0.1765 loss_giou: 0.3377 loss_ce_0: 0.4821 loss_bbox_0: 0.2953 loss_giou_0: 0.5383 loss_ce_1: 0.3789 loss_bbox_1: 0.211 loss_giou_1: 0.3898 loss_ce_2: 0.3342 loss_bbox_2: 0.1899 loss_giou_2: 0.3647 loss_ce_3: 0.2869 loss_bbox_3: 0.1832 loss_giou_3: 0.3549 loss_ce_4: 0.2863 loss_bbox_4: 0.1803 loss_giou_4: 0.3402 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 13:26:55] d2.utils.events INFO: eta: 11:55:38 iter: 297059 total_loss: 5.556 loss_ce: 0.2734 loss_bbox: 0.1718 loss_giou: 0.3388 loss_ce_0: 0.4941 loss_bbox_0: 0.2977 loss_giou_0: 0.51 loss_ce_1: 0.3787 loss_bbox_1: 0.2074 loss_giou_1: 0.3862 loss_ce_2: 0.3272 loss_bbox_2: 0.1884 loss_giou_2: 0.3588 loss_ce_3: 0.2926 loss_bbox_3: 0.1822 loss_giou_3: 0.3542 loss_ce_4: 0.275 loss_bbox_4: 0.1771 loss_giou_4: 0.347 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:01] d2.utils.events INFO: eta: 11:55:26 iter: 297079 total_loss: 5.355 loss_ce: 0.2579 loss_bbox: 0.1651 loss_giou: 0.338 loss_ce_0: 0.4541 loss_bbox_0: 0.297 loss_giou_0: 0.4987 loss_ce_1: 0.3527 loss_bbox_1: 0.2058 loss_giou_1: 0.3731 loss_ce_2: 0.2988 loss_bbox_2: 0.185 loss_giou_2: 0.3428 loss_ce_3: 0.266 loss_bbox_3: 0.1784 loss_giou_3: 0.3431 loss_ce_4: 0.2524 loss_bbox_4: 0.1721 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:07] d2.utils.events INFO: eta: 11:55:24 iter: 297099 total_loss: 5.205 loss_ce: 0.2452 loss_bbox: 0.1748 loss_giou: 0.3271 loss_ce_0: 0.4458 loss_bbox_0: 0.3046 loss_giou_0: 0.5071 loss_ce_1: 0.3512 loss_bbox_1: 0.2089 loss_giou_1: 0.3686 loss_ce_2: 0.2857 loss_bbox_2: 0.1909 loss_giou_2: 0.3457 loss_ce_3: 0.254 loss_bbox_3: 0.1806 loss_giou_3: 0.3366 loss_ce_4: 0.246 loss_bbox_4: 0.1759 loss_giou_4: 0.3291 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:12] d2.utils.events INFO: eta: 11:55:24 iter: 297119 total_loss: 5.447 loss_ce: 0.2526 loss_bbox: 0.1737 loss_giou: 0.3283 loss_ce_0: 0.4846 loss_bbox_0: 0.2815 loss_giou_0: 0.5115 loss_ce_1: 0.3596 loss_bbox_1: 0.199 loss_giou_1: 0.3895 loss_ce_2: 0.3023 loss_bbox_2: 0.1778 loss_giou_2: 0.3563 loss_ce_3: 0.276 loss_bbox_3: 0.1711 loss_giou_3: 0.3453 loss_ce_4: 0.2598 loss_bbox_4: 0.1723 loss_giou_4: 0.3354 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:18] d2.utils.events INFO: eta: 11:55:18 iter: 297139 total_loss: 5.281 loss_ce: 0.2664 loss_bbox: 0.1677 loss_giou: 0.3087 loss_ce_0: 0.474 loss_bbox_0: 0.289 loss_giou_0: 0.4946 loss_ce_1: 0.3649 loss_bbox_1: 0.2004 loss_giou_1: 0.375 loss_ce_2: 0.302 loss_bbox_2: 0.1767 loss_giou_2: 0.3402 loss_ce_3: 0.2721 loss_bbox_3: 0.173 loss_giou_3: 0.3302 loss_ce_4: 0.2634 loss_bbox_4: 0.1673 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:24] d2.utils.events INFO: eta: 11:55:13 iter: 297159 total_loss: 5.362 loss_ce: 0.2469 loss_bbox: 0.1762 loss_giou: 0.3341 loss_ce_0: 0.4888 loss_bbox_0: 0.3125 loss_giou_0: 0.5063 loss_ce_1: 0.3682 loss_bbox_1: 0.2075 loss_giou_1: 0.3729 loss_ce_2: 0.2912 loss_bbox_2: 0.1906 loss_giou_2: 0.347 loss_ce_3: 0.2609 loss_bbox_3: 0.1823 loss_giou_3: 0.3431 loss_ce_4: 0.2508 loss_bbox_4: 0.1772 loss_giou_4: 0.338 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:29] d2.utils.events INFO: eta: 11:55:17 iter: 297179 total_loss: 5.556 loss_ce: 0.2615 loss_bbox: 0.1767 loss_giou: 0.3387 loss_ce_0: 0.4663 loss_bbox_0: 0.2918 loss_giou_0: 0.5113 loss_ce_1: 0.3713 loss_bbox_1: 0.2061 loss_giou_1: 0.3693 loss_ce_2: 0.3094 loss_bbox_2: 0.1817 loss_giou_2: 0.3468 loss_ce_3: 0.2728 loss_bbox_3: 0.1801 loss_giou_3: 0.3451 loss_ce_4: 0.2629 loss_bbox_4: 0.177 loss_giou_4: 0.342 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:35] d2.utils.events INFO: eta: 11:55:35 iter: 297199 total_loss: 5.369 loss_ce: 0.2659 loss_bbox: 0.1662 loss_giou: 0.3198 loss_ce_0: 0.4705 loss_bbox_0: 0.2881 loss_giou_0: 0.4835 loss_ce_1: 0.3678 loss_bbox_1: 0.2082 loss_giou_1: 0.3491 loss_ce_2: 0.3108 loss_bbox_2: 0.1884 loss_giou_2: 0.3332 loss_ce_3: 0.2728 loss_bbox_3: 0.177 loss_giou_3: 0.3233 loss_ce_4: 0.263 loss_bbox_4: 0.1694 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:41] d2.utils.events INFO: eta: 11:55:08 iter: 297219 total_loss: 5.608 loss_ce: 0.2879 loss_bbox: 0.1824 loss_giou: 0.3289 loss_ce_0: 0.4928 loss_bbox_0: 0.2994 loss_giou_0: 0.4992 loss_ce_1: 0.3947 loss_bbox_1: 0.2222 loss_giou_1: 0.3783 loss_ce_2: 0.324 loss_bbox_2: 0.2014 loss_giou_2: 0.3454 loss_ce_3: 0.2921 loss_bbox_3: 0.1894 loss_giou_3: 0.336 loss_ce_4: 0.2833 loss_bbox_4: 0.1879 loss_giou_4: 0.3303 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:46] d2.utils.events INFO: eta: 11:55:00 iter: 297239 total_loss: 5.261 loss_ce: 0.2589 loss_bbox: 0.1588 loss_giou: 0.3131 loss_ce_0: 0.468 loss_bbox_0: 0.2929 loss_giou_0: 0.4971 loss_ce_1: 0.3715 loss_bbox_1: 0.1975 loss_giou_1: 0.3548 loss_ce_2: 0.2967 loss_bbox_2: 0.1698 loss_giou_2: 0.3312 loss_ce_3: 0.2654 loss_bbox_3: 0.1657 loss_giou_3: 0.3202 loss_ce_4: 0.2578 loss_bbox_4: 0.1635 loss_giou_4: 0.316 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:52] d2.utils.events INFO: eta: 11:54:49 iter: 297259 total_loss: 5.101 loss_ce: 0.2441 loss_bbox: 0.1701 loss_giou: 0.3001 loss_ce_0: 0.4651 loss_bbox_0: 0.2914 loss_giou_0: 0.4756 loss_ce_1: 0.3428 loss_bbox_1: 0.196 loss_giou_1: 0.3486 loss_ce_2: 0.2794 loss_bbox_2: 0.1825 loss_giou_2: 0.3176 loss_ce_3: 0.257 loss_bbox_3: 0.1771 loss_giou_3: 0.3081 loss_ce_4: 0.2487 loss_bbox_4: 0.1712 loss_giou_4: 0.303 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 13:27:58] d2.utils.events INFO: eta: 11:55:04 iter: 297279 total_loss: 5.435 loss_ce: 0.2612 loss_bbox: 0.165 loss_giou: 0.3472 loss_ce_0: 0.4664 loss_bbox_0: 0.2943 loss_giou_0: 0.5399 loss_ce_1: 0.3666 loss_bbox_1: 0.203 loss_giou_1: 0.3965 loss_ce_2: 0.2993 loss_bbox_2: 0.1799 loss_giou_2: 0.3701 loss_ce_3: 0.2758 loss_bbox_3: 0.1715 loss_giou_3: 0.357 loss_ce_4: 0.2637 loss_bbox_4: 0.1695 loss_giou_4: 0.349 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:03] d2.utils.events INFO: eta: 11:54:38 iter: 297299 total_loss: 5.376 loss_ce: 0.252 loss_bbox: 0.1848 loss_giou: 0.3138 loss_ce_0: 0.4737 loss_bbox_0: 0.3113 loss_giou_0: 0.4825 loss_ce_1: 0.3485 loss_bbox_1: 0.2208 loss_giou_1: 0.3659 loss_ce_2: 0.2917 loss_bbox_2: 0.1986 loss_giou_2: 0.3392 loss_ce_3: 0.2677 loss_bbox_3: 0.1954 loss_giou_3: 0.3258 loss_ce_4: 0.25 loss_bbox_4: 0.1875 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:09] d2.utils.events INFO: eta: 11:54:57 iter: 297319 total_loss: 5.262 loss_ce: 0.2473 loss_bbox: 0.1643 loss_giou: 0.3181 loss_ce_0: 0.4588 loss_bbox_0: 0.2996 loss_giou_0: 0.4939 loss_ce_1: 0.3363 loss_bbox_1: 0.2023 loss_giou_1: 0.3643 loss_ce_2: 0.2841 loss_bbox_2: 0.1825 loss_giou_2: 0.3363 loss_ce_3: 0.2586 loss_bbox_3: 0.169 loss_giou_3: 0.3291 loss_ce_4: 0.2502 loss_bbox_4: 0.1647 loss_giou_4: 0.3188 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:15] d2.utils.events INFO: eta: 11:54:56 iter: 297339 total_loss: 5.724 loss_ce: 0.2611 loss_bbox: 0.1881 loss_giou: 0.3374 loss_ce_0: 0.4766 loss_bbox_0: 0.3169 loss_giou_0: 0.5151 loss_ce_1: 0.375 loss_bbox_1: 0.2237 loss_giou_1: 0.3792 loss_ce_2: 0.3111 loss_bbox_2: 0.2067 loss_giou_2: 0.3544 loss_ce_3: 0.2731 loss_bbox_3: 0.1985 loss_giou_3: 0.3505 loss_ce_4: 0.2683 loss_bbox_4: 0.1964 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:20] d2.utils.events INFO: eta: 11:54:50 iter: 297359 total_loss: 5.657 loss_ce: 0.2594 loss_bbox: 0.1817 loss_giou: 0.3327 loss_ce_0: 0.4892 loss_bbox_0: 0.3035 loss_giou_0: 0.5013 loss_ce_1: 0.377 loss_bbox_1: 0.2094 loss_giou_1: 0.3765 loss_ce_2: 0.3014 loss_bbox_2: 0.1891 loss_giou_2: 0.3556 loss_ce_3: 0.2716 loss_bbox_3: 0.1824 loss_giou_3: 0.3449 loss_ce_4: 0.2614 loss_bbox_4: 0.1819 loss_giou_4: 0.3398 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:26] d2.utils.events INFO: eta: 11:54:33 iter: 297379 total_loss: 5.275 loss_ce: 0.2529 loss_bbox: 0.1643 loss_giou: 0.336 loss_ce_0: 0.4673 loss_bbox_0: 0.2691 loss_giou_0: 0.5123 loss_ce_1: 0.3535 loss_bbox_1: 0.1976 loss_giou_1: 0.3873 loss_ce_2: 0.2851 loss_bbox_2: 0.1728 loss_giou_2: 0.3585 loss_ce_3: 0.2586 loss_bbox_3: 0.1716 loss_giou_3: 0.3456 loss_ce_4: 0.2525 loss_bbox_4: 0.1677 loss_giou_4: 0.3398 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:32] d2.utils.events INFO: eta: 11:54:17 iter: 297399 total_loss: 5.355 loss_ce: 0.2496 loss_bbox: 0.1696 loss_giou: 0.3272 loss_ce_0: 0.4645 loss_bbox_0: 0.2941 loss_giou_0: 0.5096 loss_ce_1: 0.3633 loss_bbox_1: 0.2085 loss_giou_1: 0.3741 loss_ce_2: 0.3025 loss_bbox_2: 0.1925 loss_giou_2: 0.3565 loss_ce_3: 0.263 loss_bbox_3: 0.1808 loss_giou_3: 0.3425 loss_ce_4: 0.2594 loss_bbox_4: 0.1746 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:38] d2.utils.events INFO: eta: 11:54:05 iter: 297419 total_loss: 5.606 loss_ce: 0.2639 loss_bbox: 0.1727 loss_giou: 0.3414 loss_ce_0: 0.4897 loss_bbox_0: 0.3 loss_giou_0: 0.5059 loss_ce_1: 0.3676 loss_bbox_1: 0.2013 loss_giou_1: 0.3774 loss_ce_2: 0.3184 loss_bbox_2: 0.1879 loss_giou_2: 0.3624 loss_ce_3: 0.2761 loss_bbox_3: 0.1772 loss_giou_3: 0.3499 loss_ce_4: 0.2723 loss_bbox_4: 0.175 loss_giou_4: 0.3457 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:43] d2.utils.events INFO: eta: 11:54:04 iter: 297439 total_loss: 5.4 loss_ce: 0.2519 loss_bbox: 0.1823 loss_giou: 0.3255 loss_ce_0: 0.4706 loss_bbox_0: 0.3003 loss_giou_0: 0.4828 loss_ce_1: 0.3616 loss_bbox_1: 0.2118 loss_giou_1: 0.3775 loss_ce_2: 0.2927 loss_bbox_2: 0.1974 loss_giou_2: 0.3454 loss_ce_3: 0.2654 loss_bbox_3: 0.1845 loss_giou_3: 0.3358 loss_ce_4: 0.2495 loss_bbox_4: 0.1833 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:49] d2.utils.events INFO: eta: 11:54:14 iter: 297459 total_loss: 5.517 loss_ce: 0.2758 loss_bbox: 0.172 loss_giou: 0.3336 loss_ce_0: 0.4982 loss_bbox_0: 0.2955 loss_giou_0: 0.4988 loss_ce_1: 0.3875 loss_bbox_1: 0.2048 loss_giou_1: 0.3789 loss_ce_2: 0.3237 loss_bbox_2: 0.1876 loss_giou_2: 0.3502 loss_ce_3: 0.2868 loss_bbox_3: 0.1797 loss_giou_3: 0.3441 loss_ce_4: 0.2797 loss_bbox_4: 0.1712 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 13:28:55] d2.utils.events INFO: eta: 11:54:19 iter: 297479 total_loss: 5.369 loss_ce: 0.2667 loss_bbox: 0.1724 loss_giou: 0.3101 loss_ce_0: 0.4917 loss_bbox_0: 0.3154 loss_giou_0: 0.484 loss_ce_1: 0.3678 loss_bbox_1: 0.2174 loss_giou_1: 0.361 loss_ce_2: 0.3157 loss_bbox_2: 0.1914 loss_giou_2: 0.3254 loss_ce_3: 0.2731 loss_bbox_3: 0.1793 loss_giou_3: 0.3221 loss_ce_4: 0.2597 loss_bbox_4: 0.1765 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:00] d2.utils.events INFO: eta: 11:54:17 iter: 297499 total_loss: 5.204 loss_ce: 0.2492 loss_bbox: 0.1753 loss_giou: 0.3254 loss_ce_0: 0.4744 loss_bbox_0: 0.2823 loss_giou_0: 0.5084 loss_ce_1: 0.3585 loss_bbox_1: 0.2021 loss_giou_1: 0.3704 loss_ce_2: 0.2989 loss_bbox_2: 0.1825 loss_giou_2: 0.3467 loss_ce_3: 0.2686 loss_bbox_3: 0.1762 loss_giou_3: 0.3298 loss_ce_4: 0.2493 loss_bbox_4: 0.1767 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:06] d2.utils.events INFO: eta: 11:54:08 iter: 297519 total_loss: 5.076 loss_ce: 0.2498 loss_bbox: 0.161 loss_giou: 0.3223 loss_ce_0: 0.4549 loss_bbox_0: 0.2728 loss_giou_0: 0.5011 loss_ce_1: 0.3441 loss_bbox_1: 0.1858 loss_giou_1: 0.3645 loss_ce_2: 0.2963 loss_bbox_2: 0.1704 loss_giou_2: 0.338 loss_ce_3: 0.2644 loss_bbox_3: 0.1624 loss_giou_3: 0.3345 loss_ce_4: 0.2511 loss_bbox_4: 0.161 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:12] d2.utils.events INFO: eta: 11:54:02 iter: 297539 total_loss: 5.618 loss_ce: 0.2756 loss_bbox: 0.1856 loss_giou: 0.3375 loss_ce_0: 0.473 loss_bbox_0: 0.304 loss_giou_0: 0.5116 loss_ce_1: 0.3898 loss_bbox_1: 0.2122 loss_giou_1: 0.3891 loss_ce_2: 0.3243 loss_bbox_2: 0.1962 loss_giou_2: 0.3513 loss_ce_3: 0.2971 loss_bbox_3: 0.1922 loss_giou_3: 0.3448 loss_ce_4: 0.281 loss_bbox_4: 0.1892 loss_giou_4: 0.337 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:17] d2.utils.events INFO: eta: 11:53:52 iter: 297559 total_loss: 5.245 loss_ce: 0.2458 loss_bbox: 0.1743 loss_giou: 0.3063 loss_ce_0: 0.475 loss_bbox_0: 0.2976 loss_giou_0: 0.4623 loss_ce_1: 0.3634 loss_bbox_1: 0.2167 loss_giou_1: 0.3428 loss_ce_2: 0.2986 loss_bbox_2: 0.1941 loss_giou_2: 0.3268 loss_ce_3: 0.2654 loss_bbox_3: 0.1838 loss_giou_3: 0.3135 loss_ce_4: 0.2453 loss_bbox_4: 0.1807 loss_giou_4: 0.3095 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:23] d2.utils.events INFO: eta: 11:53:46 iter: 297579 total_loss: 5.254 loss_ce: 0.2414 loss_bbox: 0.1778 loss_giou: 0.3283 loss_ce_0: 0.4557 loss_bbox_0: 0.2992 loss_giou_0: 0.4985 loss_ce_1: 0.3414 loss_bbox_1: 0.2034 loss_giou_1: 0.3744 loss_ce_2: 0.283 loss_bbox_2: 0.1899 loss_giou_2: 0.3403 loss_ce_3: 0.2561 loss_bbox_3: 0.1857 loss_giou_3: 0.3325 loss_ce_4: 0.2425 loss_bbox_4: 0.1848 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:29] d2.utils.events INFO: eta: 11:53:49 iter: 297599 total_loss: 5.402 loss_ce: 0.2664 loss_bbox: 0.1599 loss_giou: 0.3314 loss_ce_0: 0.4874 loss_bbox_0: 0.2887 loss_giou_0: 0.5284 loss_ce_1: 0.3727 loss_bbox_1: 0.1975 loss_giou_1: 0.3862 loss_ce_2: 0.3103 loss_bbox_2: 0.1716 loss_giou_2: 0.3564 loss_ce_3: 0.2775 loss_bbox_3: 0.1669 loss_giou_3: 0.3429 loss_ce_4: 0.2627 loss_bbox_4: 0.1624 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:34] d2.utils.events INFO: eta: 11:53:46 iter: 297619 total_loss: 5.624 loss_ce: 0.265 loss_bbox: 0.1689 loss_giou: 0.3293 loss_ce_0: 0.4664 loss_bbox_0: 0.3009 loss_giou_0: 0.4991 loss_ce_1: 0.359 loss_bbox_1: 0.2122 loss_giou_1: 0.3735 loss_ce_2: 0.309 loss_bbox_2: 0.1878 loss_giou_2: 0.3463 loss_ce_3: 0.2755 loss_bbox_3: 0.1795 loss_giou_3: 0.3439 loss_ce_4: 0.2722 loss_bbox_4: 0.1748 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:40] d2.utils.events INFO: eta: 11:53:29 iter: 297639 total_loss: 5.281 loss_ce: 0.2503 loss_bbox: 0.1691 loss_giou: 0.3315 loss_ce_0: 0.4634 loss_bbox_0: 0.299 loss_giou_0: 0.5052 loss_ce_1: 0.364 loss_bbox_1: 0.2025 loss_giou_1: 0.3778 loss_ce_2: 0.3057 loss_bbox_2: 0.1812 loss_giou_2: 0.3532 loss_ce_3: 0.2673 loss_bbox_3: 0.1768 loss_giou_3: 0.3451 loss_ce_4: 0.2541 loss_bbox_4: 0.1702 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:46] d2.utils.events INFO: eta: 11:53:19 iter: 297659 total_loss: 5.347 loss_ce: 0.2488 loss_bbox: 0.1752 loss_giou: 0.3316 loss_ce_0: 0.4672 loss_bbox_0: 0.2991 loss_giou_0: 0.517 loss_ce_1: 0.3708 loss_bbox_1: 0.1937 loss_giou_1: 0.375 loss_ce_2: 0.3068 loss_bbox_2: 0.1819 loss_giou_2: 0.3521 loss_ce_3: 0.266 loss_bbox_3: 0.1775 loss_giou_3: 0.3424 loss_ce_4: 0.2516 loss_bbox_4: 0.1765 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:51] d2.utils.events INFO: eta: 11:53:12 iter: 297679 total_loss: 5.566 loss_ce: 0.2684 loss_bbox: 0.1719 loss_giou: 0.3364 loss_ce_0: 0.4962 loss_bbox_0: 0.2934 loss_giou_0: 0.5229 loss_ce_1: 0.3746 loss_bbox_1: 0.2036 loss_giou_1: 0.3856 loss_ce_2: 0.3265 loss_bbox_2: 0.1836 loss_giou_2: 0.3561 loss_ce_3: 0.2824 loss_bbox_3: 0.1806 loss_giou_3: 0.3415 loss_ce_4: 0.2787 loss_bbox_4: 0.1784 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 13:29:57] d2.utils.events INFO: eta: 11:53:07 iter: 297699 total_loss: 5.369 loss_ce: 0.2481 loss_bbox: 0.1668 loss_giou: 0.3183 loss_ce_0: 0.475 loss_bbox_0: 0.2913 loss_giou_0: 0.5174 loss_ce_1: 0.3565 loss_bbox_1: 0.2035 loss_giou_1: 0.3753 loss_ce_2: 0.3015 loss_bbox_2: 0.1812 loss_giou_2: 0.3487 loss_ce_3: 0.2673 loss_bbox_3: 0.1725 loss_giou_3: 0.3339 loss_ce_4: 0.2504 loss_bbox_4: 0.1689 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:03] d2.utils.events INFO: eta: 11:53:09 iter: 297719 total_loss: 5.302 loss_ce: 0.2463 loss_bbox: 0.1772 loss_giou: 0.3125 loss_ce_0: 0.483 loss_bbox_0: 0.2977 loss_giou_0: 0.487 loss_ce_1: 0.3688 loss_bbox_1: 0.212 loss_giou_1: 0.35 loss_ce_2: 0.3055 loss_bbox_2: 0.186 loss_giou_2: 0.3294 loss_ce_3: 0.2679 loss_bbox_3: 0.1745 loss_giou_3: 0.319 loss_ce_4: 0.2563 loss_bbox_4: 0.1762 loss_giou_4: 0.3131 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:08] d2.utils.events INFO: eta: 11:53:08 iter: 297739 total_loss: 5.354 loss_ce: 0.2572 loss_bbox: 0.181 loss_giou: 0.3124 loss_ce_0: 0.4766 loss_bbox_0: 0.3032 loss_giou_0: 0.4807 loss_ce_1: 0.3721 loss_bbox_1: 0.2133 loss_giou_1: 0.3645 loss_ce_2: 0.3083 loss_bbox_2: 0.1866 loss_giou_2: 0.3401 loss_ce_3: 0.2687 loss_bbox_3: 0.1865 loss_giou_3: 0.3252 loss_ce_4: 0.2621 loss_bbox_4: 0.1767 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:14] d2.utils.events INFO: eta: 11:53:21 iter: 297759 total_loss: 5.412 loss_ce: 0.2527 loss_bbox: 0.1692 loss_giou: 0.3388 loss_ce_0: 0.4748 loss_bbox_0: 0.2893 loss_giou_0: 0.51 loss_ce_1: 0.364 loss_bbox_1: 0.1992 loss_giou_1: 0.3801 loss_ce_2: 0.3058 loss_bbox_2: 0.1834 loss_giou_2: 0.3561 loss_ce_3: 0.278 loss_bbox_3: 0.1783 loss_giou_3: 0.3476 loss_ce_4: 0.2623 loss_bbox_4: 0.1719 loss_giou_4: 0.3413 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:20] d2.utils.events INFO: eta: 11:53:10 iter: 297779 total_loss: 5.328 loss_ce: 0.246 loss_bbox: 0.1742 loss_giou: 0.3214 loss_ce_0: 0.4806 loss_bbox_0: 0.288 loss_giou_0: 0.4862 loss_ce_1: 0.3822 loss_bbox_1: 0.2085 loss_giou_1: 0.37 loss_ce_2: 0.3167 loss_bbox_2: 0.1915 loss_giou_2: 0.3354 loss_ce_3: 0.2686 loss_bbox_3: 0.1846 loss_giou_3: 0.3288 loss_ce_4: 0.2545 loss_bbox_4: 0.1749 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:26] d2.utils.events INFO: eta: 11:53:13 iter: 297799 total_loss: 5.577 loss_ce: 0.2777 loss_bbox: 0.1887 loss_giou: 0.3062 loss_ce_0: 0.4783 loss_bbox_0: 0.3129 loss_giou_0: 0.4789 loss_ce_1: 0.4005 loss_bbox_1: 0.2112 loss_giou_1: 0.3708 loss_ce_2: 0.3298 loss_bbox_2: 0.2013 loss_giou_2: 0.34 loss_ce_3: 0.2957 loss_bbox_3: 0.1943 loss_giou_3: 0.3236 loss_ce_4: 0.2829 loss_bbox_4: 0.1865 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:31] d2.utils.events INFO: eta: 11:53:20 iter: 297819 total_loss: 5.432 loss_ce: 0.2616 loss_bbox: 0.165 loss_giou: 0.3151 loss_ce_0: 0.4715 loss_bbox_0: 0.292 loss_giou_0: 0.5077 loss_ce_1: 0.3607 loss_bbox_1: 0.21 loss_giou_1: 0.3636 loss_ce_2: 0.3073 loss_bbox_2: 0.189 loss_giou_2: 0.3455 loss_ce_3: 0.27 loss_bbox_3: 0.1822 loss_giou_3: 0.3236 loss_ce_4: 0.258 loss_bbox_4: 0.1691 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:37] d2.utils.events INFO: eta: 11:53:15 iter: 297839 total_loss: 5.763 loss_ce: 0.2823 loss_bbox: 0.1746 loss_giou: 0.3411 loss_ce_0: 0.4983 loss_bbox_0: 0.2875 loss_giou_0: 0.5397 loss_ce_1: 0.3951 loss_bbox_1: 0.2013 loss_giou_1: 0.4004 loss_ce_2: 0.3365 loss_bbox_2: 0.1829 loss_giou_2: 0.372 loss_ce_3: 0.2982 loss_bbox_3: 0.1768 loss_giou_3: 0.3576 loss_ce_4: 0.2844 loss_bbox_4: 0.1756 loss_giou_4: 0.3479 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:43] d2.utils.events INFO: eta: 11:53:14 iter: 297859 total_loss: 5.74 loss_ce: 0.2795 loss_bbox: 0.184 loss_giou: 0.3365 loss_ce_0: 0.5007 loss_bbox_0: 0.3147 loss_giou_0: 0.5445 loss_ce_1: 0.4058 loss_bbox_1: 0.2203 loss_giou_1: 0.3957 loss_ce_2: 0.3322 loss_bbox_2: 0.2025 loss_giou_2: 0.3624 loss_ce_3: 0.2952 loss_bbox_3: 0.1932 loss_giou_3: 0.3546 loss_ce_4: 0.2836 loss_bbox_4: 0.1915 loss_giou_4: 0.3459 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:48] d2.utils.events INFO: eta: 11:53:12 iter: 297879 total_loss: 5.866 loss_ce: 0.2792 loss_bbox: 0.1912 loss_giou: 0.3383 loss_ce_0: 0.4984 loss_bbox_0: 0.3207 loss_giou_0: 0.5217 loss_ce_1: 0.3885 loss_bbox_1: 0.2212 loss_giou_1: 0.3956 loss_ce_2: 0.3264 loss_bbox_2: 0.2034 loss_giou_2: 0.3608 loss_ce_3: 0.2837 loss_bbox_3: 0.2031 loss_giou_3: 0.3535 loss_ce_4: 0.286 loss_bbox_4: 0.2024 loss_giou_4: 0.3448 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 13:30:54] d2.utils.events INFO: eta: 11:53:04 iter: 297899 total_loss: 5.565 loss_ce: 0.2681 loss_bbox: 0.1749 loss_giou: 0.3175 loss_ce_0: 0.4949 loss_bbox_0: 0.2888 loss_giou_0: 0.4917 loss_ce_1: 0.3855 loss_bbox_1: 0.1968 loss_giou_1: 0.3692 loss_ce_2: 0.3108 loss_bbox_2: 0.1818 loss_giou_2: 0.3331 loss_ce_3: 0.2753 loss_bbox_3: 0.1749 loss_giou_3: 0.3272 loss_ce_4: 0.2693 loss_bbox_4: 0.1733 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:00] d2.utils.events INFO: eta: 11:52:56 iter: 297919 total_loss: 5.497 loss_ce: 0.2678 loss_bbox: 0.171 loss_giou: 0.3364 loss_ce_0: 0.4992 loss_bbox_0: 0.3 loss_giou_0: 0.5307 loss_ce_1: 0.3848 loss_bbox_1: 0.206 loss_giou_1: 0.3927 loss_ce_2: 0.319 loss_bbox_2: 0.1894 loss_giou_2: 0.3546 loss_ce_3: 0.2741 loss_bbox_3: 0.1782 loss_giou_3: 0.348 loss_ce_4: 0.2638 loss_bbox_4: 0.1713 loss_giou_4: 0.3405 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:05] d2.utils.events INFO: eta: 11:52:40 iter: 297939 total_loss: 5.1 loss_ce: 0.2527 loss_bbox: 0.1742 loss_giou: 0.3077 loss_ce_0: 0.4509 loss_bbox_0: 0.2899 loss_giou_0: 0.4738 loss_ce_1: 0.3545 loss_bbox_1: 0.1915 loss_giou_1: 0.3446 loss_ce_2: 0.2964 loss_bbox_2: 0.1841 loss_giou_2: 0.3161 loss_ce_3: 0.2642 loss_bbox_3: 0.1738 loss_giou_3: 0.3159 loss_ce_4: 0.2612 loss_bbox_4: 0.1693 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:11] d2.utils.events INFO: eta: 11:52:50 iter: 297959 total_loss: 5.744 loss_ce: 0.2775 loss_bbox: 0.1791 loss_giou: 0.3528 loss_ce_0: 0.4829 loss_bbox_0: 0.3015 loss_giou_0: 0.5004 loss_ce_1: 0.3743 loss_bbox_1: 0.2211 loss_giou_1: 0.3839 loss_ce_2: 0.3187 loss_bbox_2: 0.1978 loss_giou_2: 0.3647 loss_ce_3: 0.2829 loss_bbox_3: 0.1862 loss_giou_3: 0.3551 loss_ce_4: 0.2774 loss_bbox_4: 0.1806 loss_giou_4: 0.3576 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:17] d2.utils.events INFO: eta: 11:52:57 iter: 297979 total_loss: 5.395 loss_ce: 0.267 loss_bbox: 0.1633 loss_giou: 0.3063 loss_ce_0: 0.4884 loss_bbox_0: 0.3043 loss_giou_0: 0.5069 loss_ce_1: 0.3713 loss_bbox_1: 0.193 loss_giou_1: 0.3524 loss_ce_2: 0.3149 loss_bbox_2: 0.1774 loss_giou_2: 0.3215 loss_ce_3: 0.2729 loss_bbox_3: 0.1738 loss_giou_3: 0.3212 loss_ce_4: 0.2656 loss_bbox_4: 0.1684 loss_giou_4: 0.3106 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:22] d2.utils.events INFO: eta: 11:52:51 iter: 297999 total_loss: 5.628 loss_ce: 0.2354 loss_bbox: 0.1834 loss_giou: 0.353 loss_ce_0: 0.4699 loss_bbox_0: 0.2954 loss_giou_0: 0.506 loss_ce_1: 0.3679 loss_bbox_1: 0.2128 loss_giou_1: 0.3959 loss_ce_2: 0.3018 loss_bbox_2: 0.1959 loss_giou_2: 0.3652 loss_ce_3: 0.2488 loss_bbox_3: 0.1896 loss_giou_3: 0.3586 loss_ce_4: 0.2425 loss_bbox_4: 0.1861 loss_giou_4: 0.3525 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:28] d2.utils.events INFO: eta: 11:52:57 iter: 298019 total_loss: 5.297 loss_ce: 0.264 loss_bbox: 0.1575 loss_giou: 0.3011 loss_ce_0: 0.4866 loss_bbox_0: 0.269 loss_giou_0: 0.5009 loss_ce_1: 0.3814 loss_bbox_1: 0.1855 loss_giou_1: 0.3676 loss_ce_2: 0.31 loss_bbox_2: 0.1694 loss_giou_2: 0.337 loss_ce_3: 0.2739 loss_bbox_3: 0.1624 loss_giou_3: 0.3136 loss_ce_4: 0.2703 loss_bbox_4: 0.1588 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:34] d2.utils.events INFO: eta: 11:53:16 iter: 298039 total_loss: 5.429 loss_ce: 0.2463 loss_bbox: 0.1848 loss_giou: 0.325 loss_ce_0: 0.4773 loss_bbox_0: 0.2944 loss_giou_0: 0.5177 loss_ce_1: 0.3595 loss_bbox_1: 0.2104 loss_giou_1: 0.3799 loss_ce_2: 0.3003 loss_bbox_2: 0.1942 loss_giou_2: 0.3468 loss_ce_3: 0.2729 loss_bbox_3: 0.1893 loss_giou_3: 0.3445 loss_ce_4: 0.2579 loss_bbox_4: 0.1876 loss_giou_4: 0.3328 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:40] d2.utils.events INFO: eta: 11:53:16 iter: 298059 total_loss: 4.982 loss_ce: 0.2403 loss_bbox: 0.1733 loss_giou: 0.3028 loss_ce_0: 0.456 loss_bbox_0: 0.2895 loss_giou_0: 0.4724 loss_ce_1: 0.3645 loss_bbox_1: 0.198 loss_giou_1: 0.3523 loss_ce_2: 0.2868 loss_bbox_2: 0.1836 loss_giou_2: 0.3234 loss_ce_3: 0.2541 loss_bbox_3: 0.1757 loss_giou_3: 0.3141 loss_ce_4: 0.2391 loss_bbox_4: 0.1757 loss_giou_4: 0.3081 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:45] d2.utils.events INFO: eta: 11:52:55 iter: 298079 total_loss: 5.497 loss_ce: 0.2644 loss_bbox: 0.1772 loss_giou: 0.3127 loss_ce_0: 0.4829 loss_bbox_0: 0.2911 loss_giou_0: 0.4853 loss_ce_1: 0.3755 loss_bbox_1: 0.2082 loss_giou_1: 0.3491 loss_ce_2: 0.3211 loss_bbox_2: 0.1919 loss_giou_2: 0.3321 loss_ce_3: 0.2756 loss_bbox_3: 0.1801 loss_giou_3: 0.3199 loss_ce_4: 0.2702 loss_bbox_4: 0.1779 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:51] d2.utils.events INFO: eta: 11:52:45 iter: 298099 total_loss: 5.372 loss_ce: 0.2393 loss_bbox: 0.1719 loss_giou: 0.3195 loss_ce_0: 0.4576 loss_bbox_0: 0.2929 loss_giou_0: 0.5149 loss_ce_1: 0.3493 loss_bbox_1: 0.2017 loss_giou_1: 0.3685 loss_ce_2: 0.2933 loss_bbox_2: 0.182 loss_giou_2: 0.3514 loss_ce_3: 0.251 loss_bbox_3: 0.1776 loss_giou_3: 0.3322 loss_ce_4: 0.2451 loss_bbox_4: 0.1719 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 13:31:57] d2.utils.events INFO: eta: 11:52:27 iter: 298119 total_loss: 5.15 loss_ce: 0.257 loss_bbox: 0.1664 loss_giou: 0.2845 loss_ce_0: 0.4708 loss_bbox_0: 0.2949 loss_giou_0: 0.4638 loss_ce_1: 0.3524 loss_bbox_1: 0.1969 loss_giou_1: 0.3251 loss_ce_2: 0.3069 loss_bbox_2: 0.1827 loss_giou_2: 0.3003 loss_ce_3: 0.2772 loss_bbox_3: 0.1683 loss_giou_3: 0.2946 loss_ce_4: 0.2597 loss_bbox_4: 0.1676 loss_giou_4: 0.2908 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:02] d2.utils.events INFO: eta: 11:52:22 iter: 298139 total_loss: 5.203 loss_ce: 0.2558 loss_bbox: 0.1669 loss_giou: 0.32 loss_ce_0: 0.4708 loss_bbox_0: 0.2888 loss_giou_0: 0.5056 loss_ce_1: 0.3551 loss_bbox_1: 0.196 loss_giou_1: 0.3597 loss_ce_2: 0.3025 loss_bbox_2: 0.1781 loss_giou_2: 0.3338 loss_ce_3: 0.2652 loss_bbox_3: 0.1671 loss_giou_3: 0.3248 loss_ce_4: 0.2569 loss_bbox_4: 0.1648 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:08] d2.utils.events INFO: eta: 11:52:20 iter: 298159 total_loss: 5.238 loss_ce: 0.2549 loss_bbox: 0.1724 loss_giou: 0.2989 loss_ce_0: 0.4707 loss_bbox_0: 0.3018 loss_giou_0: 0.4808 loss_ce_1: 0.3609 loss_bbox_1: 0.2186 loss_giou_1: 0.3532 loss_ce_2: 0.306 loss_bbox_2: 0.1944 loss_giou_2: 0.3149 loss_ce_3: 0.2748 loss_bbox_3: 0.1824 loss_giou_3: 0.3052 loss_ce_4: 0.2567 loss_bbox_4: 0.1713 loss_giou_4: 0.3026 time: 0.2799 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:14] d2.utils.events INFO: eta: 11:52:04 iter: 298179 total_loss: 5.281 loss_ce: 0.2491 loss_bbox: 0.1731 loss_giou: 0.3086 loss_ce_0: 0.459 loss_bbox_0: 0.2965 loss_giou_0: 0.4824 loss_ce_1: 0.3515 loss_bbox_1: 0.21 loss_giou_1: 0.364 loss_ce_2: 0.2869 loss_bbox_2: 0.1873 loss_giou_2: 0.3328 loss_ce_3: 0.2515 loss_bbox_3: 0.179 loss_giou_3: 0.3183 loss_ce_4: 0.2449 loss_bbox_4: 0.172 loss_giou_4: 0.3116 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:20] d2.utils.events INFO: eta: 11:52:08 iter: 298199 total_loss: 5.333 loss_ce: 0.2596 loss_bbox: 0.1766 loss_giou: 0.3228 loss_ce_0: 0.48 loss_bbox_0: 0.2886 loss_giou_0: 0.4759 loss_ce_1: 0.3754 loss_bbox_1: 0.2082 loss_giou_1: 0.3654 loss_ce_2: 0.3148 loss_bbox_2: 0.1872 loss_giou_2: 0.3427 loss_ce_3: 0.2763 loss_bbox_3: 0.1838 loss_giou_3: 0.3341 loss_ce_4: 0.2612 loss_bbox_4: 0.1786 loss_giou_4: 0.3261 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:25] d2.utils.events INFO: eta: 11:52:11 iter: 298219 total_loss: 5.819 loss_ce: 0.2885 loss_bbox: 0.1877 loss_giou: 0.3586 loss_ce_0: 0.4879 loss_bbox_0: 0.3009 loss_giou_0: 0.5354 loss_ce_1: 0.3856 loss_bbox_1: 0.2138 loss_giou_1: 0.4105 loss_ce_2: 0.3364 loss_bbox_2: 0.1973 loss_giou_2: 0.3806 loss_ce_3: 0.3072 loss_bbox_3: 0.1933 loss_giou_3: 0.3669 loss_ce_4: 0.2879 loss_bbox_4: 0.1901 loss_giou_4: 0.3618 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:31] d2.utils.events INFO: eta: 11:52:16 iter: 298239 total_loss: 5.568 loss_ce: 0.2614 loss_bbox: 0.1697 loss_giou: 0.3233 loss_ce_0: 0.4917 loss_bbox_0: 0.2946 loss_giou_0: 0.5077 loss_ce_1: 0.3661 loss_bbox_1: 0.2039 loss_giou_1: 0.3706 loss_ce_2: 0.3049 loss_bbox_2: 0.1868 loss_giou_2: 0.3412 loss_ce_3: 0.2669 loss_bbox_3: 0.1799 loss_giou_3: 0.3332 loss_ce_4: 0.2585 loss_bbox_4: 0.1749 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:37] d2.utils.events INFO: eta: 11:52:10 iter: 298259 total_loss: 5.335 loss_ce: 0.2614 loss_bbox: 0.1677 loss_giou: 0.3165 loss_ce_0: 0.4738 loss_bbox_0: 0.3002 loss_giou_0: 0.5097 loss_ce_1: 0.3632 loss_bbox_1: 0.2058 loss_giou_1: 0.3756 loss_ce_2: 0.2947 loss_bbox_2: 0.1807 loss_giou_2: 0.3414 loss_ce_3: 0.2771 loss_bbox_3: 0.1755 loss_giou_3: 0.3335 loss_ce_4: 0.2663 loss_bbox_4: 0.171 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:42] d2.utils.events INFO: eta: 11:51:54 iter: 298279 total_loss: 5.232 loss_ce: 0.2437 loss_bbox: 0.171 loss_giou: 0.3237 loss_ce_0: 0.461 loss_bbox_0: 0.2952 loss_giou_0: 0.5048 loss_ce_1: 0.3475 loss_bbox_1: 0.2038 loss_giou_1: 0.3778 loss_ce_2: 0.2931 loss_bbox_2: 0.1844 loss_giou_2: 0.3405 loss_ce_3: 0.2677 loss_bbox_3: 0.1801 loss_giou_3: 0.3345 loss_ce_4: 0.2495 loss_bbox_4: 0.175 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:48] d2.utils.events INFO: eta: 11:52:09 iter: 298299 total_loss: 5.119 loss_ce: 0.2379 loss_bbox: 0.1684 loss_giou: 0.3116 loss_ce_0: 0.4663 loss_bbox_0: 0.291 loss_giou_0: 0.5003 loss_ce_1: 0.3492 loss_bbox_1: 0.1918 loss_giou_1: 0.3609 loss_ce_2: 0.2858 loss_bbox_2: 0.1763 loss_giou_2: 0.3207 loss_ce_3: 0.2532 loss_bbox_3: 0.1702 loss_giou_3: 0.3147 loss_ce_4: 0.2377 loss_bbox_4: 0.1693 loss_giou_4: 0.3113 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:54] d2.utils.events INFO: eta: 11:51:35 iter: 298319 total_loss: 5.511 loss_ce: 0.265 loss_bbox: 0.1702 loss_giou: 0.3282 loss_ce_0: 0.4915 loss_bbox_0: 0.2886 loss_giou_0: 0.4853 loss_ce_1: 0.3774 loss_bbox_1: 0.208 loss_giou_1: 0.3762 loss_ce_2: 0.3119 loss_bbox_2: 0.189 loss_giou_2: 0.3506 loss_ce_3: 0.2855 loss_bbox_3: 0.1841 loss_giou_3: 0.348 loss_ce_4: 0.2699 loss_bbox_4: 0.1729 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 13:32:59] d2.utils.events INFO: eta: 11:51:56 iter: 298339 total_loss: 5.603 loss_ce: 0.2729 loss_bbox: 0.1868 loss_giou: 0.3216 loss_ce_0: 0.4806 loss_bbox_0: 0.3111 loss_giou_0: 0.5112 loss_ce_1: 0.3842 loss_bbox_1: 0.2215 loss_giou_1: 0.3764 loss_ce_2: 0.3146 loss_bbox_2: 0.1974 loss_giou_2: 0.3437 loss_ce_3: 0.2939 loss_bbox_3: 0.195 loss_giou_3: 0.3275 loss_ce_4: 0.2842 loss_bbox_4: 0.1876 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:05] d2.utils.events INFO: eta: 11:51:31 iter: 298359 total_loss: 5.263 loss_ce: 0.2595 loss_bbox: 0.1718 loss_giou: 0.3377 loss_ce_0: 0.4622 loss_bbox_0: 0.2898 loss_giou_0: 0.516 loss_ce_1: 0.3693 loss_bbox_1: 0.203 loss_giou_1: 0.385 loss_ce_2: 0.3115 loss_bbox_2: 0.1804 loss_giou_2: 0.3572 loss_ce_3: 0.2777 loss_bbox_3: 0.1795 loss_giou_3: 0.3432 loss_ce_4: 0.2581 loss_bbox_4: 0.1708 loss_giou_4: 0.3411 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:11] d2.utils.events INFO: eta: 11:51:46 iter: 298379 total_loss: 5.142 loss_ce: 0.2243 loss_bbox: 0.1662 loss_giou: 0.3138 loss_ce_0: 0.4529 loss_bbox_0: 0.2831 loss_giou_0: 0.4723 loss_ce_1: 0.3387 loss_bbox_1: 0.2035 loss_giou_1: 0.361 loss_ce_2: 0.2703 loss_bbox_2: 0.1822 loss_giou_2: 0.3276 loss_ce_3: 0.2438 loss_bbox_3: 0.1719 loss_giou_3: 0.3217 loss_ce_4: 0.2277 loss_bbox_4: 0.1692 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:16] d2.utils.events INFO: eta: 11:51:41 iter: 298399 total_loss: 5.097 loss_ce: 0.2422 loss_bbox: 0.1683 loss_giou: 0.3222 loss_ce_0: 0.473 loss_bbox_0: 0.2985 loss_giou_0: 0.5046 loss_ce_1: 0.3434 loss_bbox_1: 0.2039 loss_giou_1: 0.3652 loss_ce_2: 0.2934 loss_bbox_2: 0.1913 loss_giou_2: 0.3384 loss_ce_3: 0.2525 loss_bbox_3: 0.1801 loss_giou_3: 0.3255 loss_ce_4: 0.2448 loss_bbox_4: 0.1762 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:22] d2.utils.events INFO: eta: 11:51:36 iter: 298419 total_loss: 5.445 loss_ce: 0.253 loss_bbox: 0.1681 loss_giou: 0.3395 loss_ce_0: 0.4694 loss_bbox_0: 0.3035 loss_giou_0: 0.5333 loss_ce_1: 0.3569 loss_bbox_1: 0.2074 loss_giou_1: 0.3969 loss_ce_2: 0.315 loss_bbox_2: 0.1873 loss_giou_2: 0.3666 loss_ce_3: 0.2769 loss_bbox_3: 0.1724 loss_giou_3: 0.3489 loss_ce_4: 0.2657 loss_bbox_4: 0.1727 loss_giou_4: 0.3439 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:28] d2.utils.events INFO: eta: 11:51:30 iter: 298439 total_loss: 5.38 loss_ce: 0.2603 loss_bbox: 0.1783 loss_giou: 0.3137 loss_ce_0: 0.4835 loss_bbox_0: 0.2977 loss_giou_0: 0.4834 loss_ce_1: 0.3415 loss_bbox_1: 0.2055 loss_giou_1: 0.3607 loss_ce_2: 0.3029 loss_bbox_2: 0.1907 loss_giou_2: 0.3322 loss_ce_3: 0.2715 loss_bbox_3: 0.1864 loss_giou_3: 0.3225 loss_ce_4: 0.2553 loss_bbox_4: 0.1809 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:34] d2.utils.events INFO: eta: 11:51:26 iter: 298459 total_loss: 5.179 loss_ce: 0.2338 loss_bbox: 0.1702 loss_giou: 0.2917 loss_ce_0: 0.4771 loss_bbox_0: 0.3018 loss_giou_0: 0.4622 loss_ce_1: 0.3501 loss_bbox_1: 0.219 loss_giou_1: 0.3395 loss_ce_2: 0.2943 loss_bbox_2: 0.1899 loss_giou_2: 0.3084 loss_ce_3: 0.2563 loss_bbox_3: 0.178 loss_giou_3: 0.303 loss_ce_4: 0.2397 loss_bbox_4: 0.1746 loss_giou_4: 0.2955 time: 0.2799 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:39] d2.utils.events INFO: eta: 11:51:09 iter: 298479 total_loss: 5.371 loss_ce: 0.2615 loss_bbox: 0.168 loss_giou: 0.3251 loss_ce_0: 0.4912 loss_bbox_0: 0.2924 loss_giou_0: 0.4969 loss_ce_1: 0.3799 loss_bbox_1: 0.2003 loss_giou_1: 0.3747 loss_ce_2: 0.3137 loss_bbox_2: 0.1792 loss_giou_2: 0.344 loss_ce_3: 0.2788 loss_bbox_3: 0.1756 loss_giou_3: 0.3373 loss_ce_4: 0.2668 loss_bbox_4: 0.1714 loss_giou_4: 0.3303 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:45] d2.utils.events INFO: eta: 11:51:13 iter: 298499 total_loss: 5.763 loss_ce: 0.2859 loss_bbox: 0.1811 loss_giou: 0.3602 loss_ce_0: 0.4945 loss_bbox_0: 0.3054 loss_giou_0: 0.5482 loss_ce_1: 0.3957 loss_bbox_1: 0.2133 loss_giou_1: 0.4091 loss_ce_2: 0.3446 loss_bbox_2: 0.1969 loss_giou_2: 0.3741 loss_ce_3: 0.3016 loss_bbox_3: 0.1886 loss_giou_3: 0.362 loss_ce_4: 0.2924 loss_bbox_4: 0.1833 loss_giou_4: 0.3591 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:51] d2.utils.events INFO: eta: 11:51:06 iter: 298519 total_loss: 5.35 loss_ce: 0.2597 loss_bbox: 0.167 loss_giou: 0.3436 loss_ce_0: 0.4726 loss_bbox_0: 0.2942 loss_giou_0: 0.5326 loss_ce_1: 0.3617 loss_bbox_1: 0.2021 loss_giou_1: 0.3858 loss_ce_2: 0.3088 loss_bbox_2: 0.1842 loss_giou_2: 0.3617 loss_ce_3: 0.2757 loss_bbox_3: 0.1769 loss_giou_3: 0.3508 loss_ce_4: 0.266 loss_bbox_4: 0.1663 loss_giou_4: 0.3449 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 13:33:56] d2.utils.events INFO: eta: 11:51:03 iter: 298539 total_loss: 5.166 loss_ce: 0.2474 loss_bbox: 0.1605 loss_giou: 0.32 loss_ce_0: 0.4536 loss_bbox_0: 0.2757 loss_giou_0: 0.4948 loss_ce_1: 0.3498 loss_bbox_1: 0.1941 loss_giou_1: 0.3759 loss_ce_2: 0.296 loss_bbox_2: 0.173 loss_giou_2: 0.3372 loss_ce_3: 0.2631 loss_bbox_3: 0.1615 loss_giou_3: 0.3243 loss_ce_4: 0.2493 loss_bbox_4: 0.1622 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:02] d2.utils.events INFO: eta: 11:50:46 iter: 298559 total_loss: 5.557 loss_ce: 0.2778 loss_bbox: 0.1847 loss_giou: 0.3313 loss_ce_0: 0.5121 loss_bbox_0: 0.2983 loss_giou_0: 0.5231 loss_ce_1: 0.401 loss_bbox_1: 0.2102 loss_giou_1: 0.3843 loss_ce_2: 0.333 loss_bbox_2: 0.1924 loss_giou_2: 0.3533 loss_ce_3: 0.2922 loss_bbox_3: 0.1896 loss_giou_3: 0.3424 loss_ce_4: 0.2797 loss_bbox_4: 0.1891 loss_giou_4: 0.3378 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:08] d2.utils.events INFO: eta: 11:50:28 iter: 298579 total_loss: 5.314 loss_ce: 0.2498 loss_bbox: 0.1794 loss_giou: 0.3113 loss_ce_0: 0.4797 loss_bbox_0: 0.2882 loss_giou_0: 0.4698 loss_ce_1: 0.3668 loss_bbox_1: 0.2153 loss_giou_1: 0.3536 loss_ce_2: 0.308 loss_bbox_2: 0.1923 loss_giou_2: 0.3237 loss_ce_3: 0.2744 loss_bbox_3: 0.1883 loss_giou_3: 0.3185 loss_ce_4: 0.2589 loss_bbox_4: 0.1807 loss_giou_4: 0.317 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:13] d2.utils.events INFO: eta: 11:49:57 iter: 298599 total_loss: 5.369 loss_ce: 0.2702 loss_bbox: 0.1735 loss_giou: 0.3171 loss_ce_0: 0.475 loss_bbox_0: 0.2996 loss_giou_0: 0.5147 loss_ce_1: 0.3714 loss_bbox_1: 0.2175 loss_giou_1: 0.3657 loss_ce_2: 0.3034 loss_bbox_2: 0.2003 loss_giou_2: 0.3393 loss_ce_3: 0.2829 loss_bbox_3: 0.1871 loss_giou_3: 0.3306 loss_ce_4: 0.2765 loss_bbox_4: 0.18 loss_giou_4: 0.3195 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:19] d2.utils.events INFO: eta: 11:49:32 iter: 298619 total_loss: 5.268 loss_ce: 0.2428 loss_bbox: 0.1752 loss_giou: 0.3077 loss_ce_0: 0.4811 loss_bbox_0: 0.2998 loss_giou_0: 0.4991 loss_ce_1: 0.3592 loss_bbox_1: 0.2084 loss_giou_1: 0.3646 loss_ce_2: 0.2971 loss_bbox_2: 0.1932 loss_giou_2: 0.3339 loss_ce_3: 0.2706 loss_bbox_3: 0.1814 loss_giou_3: 0.3224 loss_ce_4: 0.2405 loss_bbox_4: 0.177 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:25] d2.utils.events INFO: eta: 11:49:47 iter: 298639 total_loss: 5.53 loss_ce: 0.2649 loss_bbox: 0.171 loss_giou: 0.3338 loss_ce_0: 0.488 loss_bbox_0: 0.2981 loss_giou_0: 0.5367 loss_ce_1: 0.3752 loss_bbox_1: 0.1999 loss_giou_1: 0.385 loss_ce_2: 0.3124 loss_bbox_2: 0.1871 loss_giou_2: 0.3556 loss_ce_3: 0.2787 loss_bbox_3: 0.1782 loss_giou_3: 0.3412 loss_ce_4: 0.2632 loss_bbox_4: 0.1739 loss_giou_4: 0.3377 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:30] d2.utils.events INFO: eta: 11:49:51 iter: 298659 total_loss: 5.297 loss_ce: 0.2481 loss_bbox: 0.1714 loss_giou: 0.3203 loss_ce_0: 0.4665 loss_bbox_0: 0.2868 loss_giou_0: 0.4971 loss_ce_1: 0.3677 loss_bbox_1: 0.1977 loss_giou_1: 0.3715 loss_ce_2: 0.3003 loss_bbox_2: 0.1801 loss_giou_2: 0.3326 loss_ce_3: 0.272 loss_bbox_3: 0.1726 loss_giou_3: 0.3207 loss_ce_4: 0.2576 loss_bbox_4: 0.1707 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:36] d2.utils.events INFO: eta: 11:50:07 iter: 298679 total_loss: 5.611 loss_ce: 0.2672 loss_bbox: 0.1838 loss_giou: 0.3207 loss_ce_0: 0.4681 loss_bbox_0: 0.3198 loss_giou_0: 0.5139 loss_ce_1: 0.3853 loss_bbox_1: 0.2204 loss_giou_1: 0.3746 loss_ce_2: 0.3194 loss_bbox_2: 0.203 loss_giou_2: 0.3468 loss_ce_3: 0.2883 loss_bbox_3: 0.1898 loss_giou_3: 0.3308 loss_ce_4: 0.2767 loss_bbox_4: 0.1885 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:42] d2.utils.events INFO: eta: 11:50:14 iter: 298699 total_loss: 5.501 loss_ce: 0.2569 loss_bbox: 0.1783 loss_giou: 0.3464 loss_ce_0: 0.474 loss_bbox_0: 0.3025 loss_giou_0: 0.5228 loss_ce_1: 0.3652 loss_bbox_1: 0.2135 loss_giou_1: 0.3895 loss_ce_2: 0.3055 loss_bbox_2: 0.1921 loss_giou_2: 0.3601 loss_ce_3: 0.2723 loss_bbox_3: 0.1838 loss_giou_3: 0.3565 loss_ce_4: 0.2594 loss_bbox_4: 0.1811 loss_giou_4: 0.3454 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:48] d2.utils.events INFO: eta: 11:50:09 iter: 298719 total_loss: 5.507 loss_ce: 0.2647 loss_bbox: 0.187 loss_giou: 0.3213 loss_ce_0: 0.4943 loss_bbox_0: 0.3151 loss_giou_0: 0.4796 loss_ce_1: 0.3839 loss_bbox_1: 0.2191 loss_giou_1: 0.3709 loss_ce_2: 0.3115 loss_bbox_2: 0.2004 loss_giou_2: 0.3464 loss_ce_3: 0.2781 loss_bbox_3: 0.1923 loss_giou_3: 0.3217 loss_ce_4: 0.261 loss_bbox_4: 0.1914 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:53] d2.utils.events INFO: eta: 11:49:44 iter: 298739 total_loss: 5.409 loss_ce: 0.2606 loss_bbox: 0.1713 loss_giou: 0.3198 loss_ce_0: 0.464 loss_bbox_0: 0.2955 loss_giou_0: 0.5145 loss_ce_1: 0.3664 loss_bbox_1: 0.2034 loss_giou_1: 0.3716 loss_ce_2: 0.3026 loss_bbox_2: 0.1868 loss_giou_2: 0.342 loss_ce_3: 0.2768 loss_bbox_3: 0.1764 loss_giou_3: 0.3321 loss_ce_4: 0.2662 loss_bbox_4: 0.1771 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 13:34:59] d2.utils.events INFO: eta: 11:49:37 iter: 298759 total_loss: 5.418 loss_ce: 0.259 loss_bbox: 0.1775 loss_giou: 0.3309 loss_ce_0: 0.4817 loss_bbox_0: 0.2974 loss_giou_0: 0.503 loss_ce_1: 0.3767 loss_bbox_1: 0.2135 loss_giou_1: 0.3788 loss_ce_2: 0.3111 loss_bbox_2: 0.1917 loss_giou_2: 0.3465 loss_ce_3: 0.2791 loss_bbox_3: 0.1842 loss_giou_3: 0.3448 loss_ce_4: 0.2676 loss_bbox_4: 0.1779 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:05] d2.utils.events INFO: eta: 11:49:30 iter: 298779 total_loss: 5.293 loss_ce: 0.2479 loss_bbox: 0.1682 loss_giou: 0.3282 loss_ce_0: 0.4645 loss_bbox_0: 0.2856 loss_giou_0: 0.5177 loss_ce_1: 0.3694 loss_bbox_1: 0.1979 loss_giou_1: 0.3802 loss_ce_2: 0.2978 loss_bbox_2: 0.1819 loss_giou_2: 0.354 loss_ce_3: 0.2615 loss_bbox_3: 0.1759 loss_giou_3: 0.3436 loss_ce_4: 0.2523 loss_bbox_4: 0.1681 loss_giou_4: 0.3303 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:10] d2.utils.events INFO: eta: 11:49:33 iter: 298799 total_loss: 5.289 loss_ce: 0.2627 loss_bbox: 0.1602 loss_giou: 0.3153 loss_ce_0: 0.4699 loss_bbox_0: 0.2895 loss_giou_0: 0.4898 loss_ce_1: 0.366 loss_bbox_1: 0.1929 loss_giou_1: 0.3591 loss_ce_2: 0.296 loss_bbox_2: 0.1723 loss_giou_2: 0.3344 loss_ce_3: 0.2746 loss_bbox_3: 0.1655 loss_giou_3: 0.3276 loss_ce_4: 0.2655 loss_bbox_4: 0.1629 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:16] d2.utils.events INFO: eta: 11:49:19 iter: 298819 total_loss: 5.29 loss_ce: 0.262 loss_bbox: 0.1728 loss_giou: 0.3201 loss_ce_0: 0.4655 loss_bbox_0: 0.2991 loss_giou_0: 0.5042 loss_ce_1: 0.3609 loss_bbox_1: 0.1999 loss_giou_1: 0.3805 loss_ce_2: 0.3109 loss_bbox_2: 0.1851 loss_giou_2: 0.35 loss_ce_3: 0.2812 loss_bbox_3: 0.1767 loss_giou_3: 0.3315 loss_ce_4: 0.2668 loss_bbox_4: 0.1753 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:22] d2.utils.events INFO: eta: 11:49:11 iter: 298839 total_loss: 5.711 loss_ce: 0.2853 loss_bbox: 0.1933 loss_giou: 0.3305 loss_ce_0: 0.4817 loss_bbox_0: 0.3121 loss_giou_0: 0.507 loss_ce_1: 0.3995 loss_bbox_1: 0.2204 loss_giou_1: 0.382 loss_ce_2: 0.3448 loss_bbox_2: 0.2038 loss_giou_2: 0.3503 loss_ce_3: 0.301 loss_bbox_3: 0.1978 loss_giou_3: 0.3391 loss_ce_4: 0.2874 loss_bbox_4: 0.1916 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:27] d2.utils.events INFO: eta: 11:48:44 iter: 298859 total_loss: 5.422 loss_ce: 0.2593 loss_bbox: 0.1765 loss_giou: 0.3242 loss_ce_0: 0.4861 loss_bbox_0: 0.3114 loss_giou_0: 0.5111 loss_ce_1: 0.3856 loss_bbox_1: 0.205 loss_giou_1: 0.3722 loss_ce_2: 0.3203 loss_bbox_2: 0.1897 loss_giou_2: 0.3473 loss_ce_3: 0.2779 loss_bbox_3: 0.1854 loss_giou_3: 0.3381 loss_ce_4: 0.2625 loss_bbox_4: 0.1788 loss_giou_4: 0.3304 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:33] d2.utils.events INFO: eta: 11:48:39 iter: 298879 total_loss: 5.005 loss_ce: 0.2298 loss_bbox: 0.169 loss_giou: 0.2998 loss_ce_0: 0.4867 loss_bbox_0: 0.3034 loss_giou_0: 0.4723 loss_ce_1: 0.3454 loss_bbox_1: 0.2068 loss_giou_1: 0.3491 loss_ce_2: 0.284 loss_bbox_2: 0.19 loss_giou_2: 0.3188 loss_ce_3: 0.2502 loss_bbox_3: 0.1753 loss_giou_3: 0.3133 loss_ce_4: 0.2341 loss_bbox_4: 0.1761 loss_giou_4: 0.3041 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:39] d2.utils.events INFO: eta: 11:48:27 iter: 298899 total_loss: 5.296 loss_ce: 0.2536 loss_bbox: 0.1732 loss_giou: 0.321 loss_ce_0: 0.4805 loss_bbox_0: 0.2942 loss_giou_0: 0.4964 loss_ce_1: 0.3649 loss_bbox_1: 0.2155 loss_giou_1: 0.3739 loss_ce_2: 0.3014 loss_bbox_2: 0.1944 loss_giou_2: 0.3356 loss_ce_3: 0.273 loss_bbox_3: 0.1831 loss_giou_3: 0.3314 loss_ce_4: 0.2589 loss_bbox_4: 0.1732 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:44] d2.utils.events INFO: eta: 11:48:27 iter: 298919 total_loss: 5.269 loss_ce: 0.2413 loss_bbox: 0.1714 loss_giou: 0.3182 loss_ce_0: 0.4722 loss_bbox_0: 0.3028 loss_giou_0: 0.488 loss_ce_1: 0.3627 loss_bbox_1: 0.2062 loss_giou_1: 0.3626 loss_ce_2: 0.2996 loss_bbox_2: 0.1897 loss_giou_2: 0.3333 loss_ce_3: 0.268 loss_bbox_3: 0.1808 loss_giou_3: 0.3252 loss_ce_4: 0.2486 loss_bbox_4: 0.1743 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:50] d2.utils.events INFO: eta: 11:48:25 iter: 298939 total_loss: 5.384 loss_ce: 0.2548 loss_bbox: 0.1854 loss_giou: 0.3397 loss_ce_0: 0.4442 loss_bbox_0: 0.3037 loss_giou_0: 0.5038 loss_ce_1: 0.3629 loss_bbox_1: 0.2185 loss_giou_1: 0.3851 loss_ce_2: 0.3 loss_bbox_2: 0.1963 loss_giou_2: 0.3559 loss_ce_3: 0.2755 loss_bbox_3: 0.1947 loss_giou_3: 0.352 loss_ce_4: 0.2546 loss_bbox_4: 0.1873 loss_giou_4: 0.3445 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 13:35:56] d2.utils.events INFO: eta: 11:48:19 iter: 298959 total_loss: 5.517 loss_ce: 0.264 loss_bbox: 0.1764 loss_giou: 0.3278 loss_ce_0: 0.4836 loss_bbox_0: 0.3003 loss_giou_0: 0.512 loss_ce_1: 0.3739 loss_bbox_1: 0.2095 loss_giou_1: 0.3785 loss_ce_2: 0.3092 loss_bbox_2: 0.1921 loss_giou_2: 0.3486 loss_ce_3: 0.2775 loss_bbox_3: 0.185 loss_giou_3: 0.3368 loss_ce_4: 0.2746 loss_bbox_4: 0.1828 loss_giou_4: 0.3321 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:01] d2.utils.events INFO: eta: 11:48:10 iter: 298979 total_loss: 5.316 loss_ce: 0.2567 loss_bbox: 0.1682 loss_giou: 0.324 loss_ce_0: 0.4733 loss_bbox_0: 0.2913 loss_giou_0: 0.4808 loss_ce_1: 0.3571 loss_bbox_1: 0.1987 loss_giou_1: 0.3741 loss_ce_2: 0.2978 loss_bbox_2: 0.1826 loss_giou_2: 0.3425 loss_ce_3: 0.2706 loss_bbox_3: 0.174 loss_giou_3: 0.3335 loss_ce_4: 0.2589 loss_bbox_4: 0.1736 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:07] d2.utils.events INFO: eta: 11:48:04 iter: 298999 total_loss: 5.308 loss_ce: 0.251 loss_bbox: 0.1655 loss_giou: 0.3113 loss_ce_0: 0.4533 loss_bbox_0: 0.2827 loss_giou_0: 0.4832 loss_ce_1: 0.3621 loss_bbox_1: 0.1931 loss_giou_1: 0.3578 loss_ce_2: 0.2933 loss_bbox_2: 0.1778 loss_giou_2: 0.3258 loss_ce_3: 0.264 loss_bbox_3: 0.1727 loss_giou_3: 0.3164 loss_ce_4: 0.2608 loss_bbox_4: 0.167 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:13] d2.utils.events INFO: eta: 11:47:40 iter: 299019 total_loss: 5.253 loss_ce: 0.2404 loss_bbox: 0.1752 loss_giou: 0.3191 loss_ce_0: 0.4781 loss_bbox_0: 0.2866 loss_giou_0: 0.5022 loss_ce_1: 0.3499 loss_bbox_1: 0.1984 loss_giou_1: 0.3746 loss_ce_2: 0.2855 loss_bbox_2: 0.1817 loss_giou_2: 0.3385 loss_ce_3: 0.2641 loss_bbox_3: 0.1754 loss_giou_3: 0.3319 loss_ce_4: 0.2427 loss_bbox_4: 0.1742 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:18] d2.utils.events INFO: eta: 11:47:07 iter: 299039 total_loss: 5.381 loss_ce: 0.2607 loss_bbox: 0.1733 loss_giou: 0.3404 loss_ce_0: 0.4684 loss_bbox_0: 0.2856 loss_giou_0: 0.5273 loss_ce_1: 0.3691 loss_bbox_1: 0.2078 loss_giou_1: 0.3904 loss_ce_2: 0.3161 loss_bbox_2: 0.1841 loss_giou_2: 0.3514 loss_ce_3: 0.2803 loss_bbox_3: 0.1809 loss_giou_3: 0.3459 loss_ce_4: 0.2741 loss_bbox_4: 0.1737 loss_giou_4: 0.3398 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:24] d2.utils.events INFO: eta: 11:46:56 iter: 299059 total_loss: 5.235 loss_ce: 0.2539 loss_bbox: 0.1772 loss_giou: 0.3129 loss_ce_0: 0.4675 loss_bbox_0: 0.3022 loss_giou_0: 0.4974 loss_ce_1: 0.3722 loss_bbox_1: 0.202 loss_giou_1: 0.3598 loss_ce_2: 0.3079 loss_bbox_2: 0.1883 loss_giou_2: 0.3257 loss_ce_3: 0.2644 loss_bbox_3: 0.183 loss_giou_3: 0.3211 loss_ce_4: 0.2564 loss_bbox_4: 0.1778 loss_giou_4: 0.3155 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:30] d2.utils.events INFO: eta: 11:46:52 iter: 299079 total_loss: 5.329 loss_ce: 0.2598 loss_bbox: 0.1649 loss_giou: 0.3169 loss_ce_0: 0.4636 loss_bbox_0: 0.2863 loss_giou_0: 0.4575 loss_ce_1: 0.3566 loss_bbox_1: 0.1955 loss_giou_1: 0.3574 loss_ce_2: 0.2983 loss_bbox_2: 0.1802 loss_giou_2: 0.3297 loss_ce_3: 0.2713 loss_bbox_3: 0.1723 loss_giou_3: 0.3269 loss_ce_4: 0.2614 loss_bbox_4: 0.1707 loss_giou_4: 0.3266 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:35] d2.utils.events INFO: eta: 11:46:43 iter: 299099 total_loss: 5.422 loss_ce: 0.2565 loss_bbox: 0.1636 loss_giou: 0.3262 loss_ce_0: 0.478 loss_bbox_0: 0.2862 loss_giou_0: 0.4941 loss_ce_1: 0.3628 loss_bbox_1: 0.195 loss_giou_1: 0.3676 loss_ce_2: 0.298 loss_bbox_2: 0.1763 loss_giou_2: 0.3408 loss_ce_3: 0.2659 loss_bbox_3: 0.1672 loss_giou_3: 0.3309 loss_ce_4: 0.2522 loss_bbox_4: 0.165 loss_giou_4: 0.3309 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:41] d2.utils.events INFO: eta: 11:46:41 iter: 299119 total_loss: 5.573 loss_ce: 0.2557 loss_bbox: 0.1743 loss_giou: 0.3441 loss_ce_0: 0.4748 loss_bbox_0: 0.2996 loss_giou_0: 0.5325 loss_ce_1: 0.3607 loss_bbox_1: 0.2147 loss_giou_1: 0.399 loss_ce_2: 0.3004 loss_bbox_2: 0.1927 loss_giou_2: 0.3668 loss_ce_3: 0.2717 loss_bbox_3: 0.1796 loss_giou_3: 0.3534 loss_ce_4: 0.2572 loss_bbox_4: 0.1774 loss_giou_4: 0.3484 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:47] d2.utils.events INFO: eta: 11:46:39 iter: 299139 total_loss: 5.43 loss_ce: 0.2819 loss_bbox: 0.1844 loss_giou: 0.3127 loss_ce_0: 0.4929 loss_bbox_0: 0.2992 loss_giou_0: 0.498 loss_ce_1: 0.3869 loss_bbox_1: 0.2155 loss_giou_1: 0.3654 loss_ce_2: 0.3329 loss_bbox_2: 0.1971 loss_giou_2: 0.3302 loss_ce_3: 0.301 loss_bbox_3: 0.1902 loss_giou_3: 0.3189 loss_ce_4: 0.2829 loss_bbox_4: 0.1849 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:53] d2.utils.events INFO: eta: 11:46:28 iter: 299159 total_loss: 5.298 loss_ce: 0.2408 loss_bbox: 0.1593 loss_giou: 0.3464 loss_ce_0: 0.4667 loss_bbox_0: 0.2793 loss_giou_0: 0.543 loss_ce_1: 0.3696 loss_bbox_1: 0.1923 loss_giou_1: 0.3979 loss_ce_2: 0.2935 loss_bbox_2: 0.1698 loss_giou_2: 0.3632 loss_ce_3: 0.2655 loss_bbox_3: 0.1667 loss_giou_3: 0.3496 loss_ce_4: 0.2478 loss_bbox_4: 0.1627 loss_giou_4: 0.3514 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 13:36:58] d2.utils.events INFO: eta: 11:46:23 iter: 299179 total_loss: 5.267 loss_ce: 0.2419 loss_bbox: 0.1735 loss_giou: 0.3123 loss_ce_0: 0.4699 loss_bbox_0: 0.277 loss_giou_0: 0.484 loss_ce_1: 0.3697 loss_bbox_1: 0.1939 loss_giou_1: 0.3538 loss_ce_2: 0.2884 loss_bbox_2: 0.1817 loss_giou_2: 0.334 loss_ce_3: 0.2507 loss_bbox_3: 0.1769 loss_giou_3: 0.326 loss_ce_4: 0.2336 loss_bbox_4: 0.1763 loss_giou_4: 0.321 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:04] d2.utils.events INFO: eta: 11:46:13 iter: 299199 total_loss: 5.117 loss_ce: 0.2376 loss_bbox: 0.1705 loss_giou: 0.3211 loss_ce_0: 0.4748 loss_bbox_0: 0.2932 loss_giou_0: 0.5056 loss_ce_1: 0.3608 loss_bbox_1: 0.1985 loss_giou_1: 0.3697 loss_ce_2: 0.2882 loss_bbox_2: 0.1841 loss_giou_2: 0.3411 loss_ce_3: 0.254 loss_bbox_3: 0.1777 loss_giou_3: 0.331 loss_ce_4: 0.2385 loss_bbox_4: 0.1695 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:10] d2.utils.events INFO: eta: 11:46:08 iter: 299219 total_loss: 5.52 loss_ce: 0.2754 loss_bbox: 0.176 loss_giou: 0.3168 loss_ce_0: 0.4949 loss_bbox_0: 0.2991 loss_giou_0: 0.5021 loss_ce_1: 0.3894 loss_bbox_1: 0.2132 loss_giou_1: 0.3649 loss_ce_2: 0.3289 loss_bbox_2: 0.191 loss_giou_2: 0.3398 loss_ce_3: 0.2898 loss_bbox_3: 0.1822 loss_giou_3: 0.3244 loss_ce_4: 0.2729 loss_bbox_4: 0.1776 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:15] d2.utils.events INFO: eta: 11:46:06 iter: 299239 total_loss: 5.339 loss_ce: 0.259 loss_bbox: 0.1707 loss_giou: 0.3269 loss_ce_0: 0.4544 loss_bbox_0: 0.2983 loss_giou_0: 0.4863 loss_ce_1: 0.3562 loss_bbox_1: 0.2085 loss_giou_1: 0.3708 loss_ce_2: 0.3067 loss_bbox_2: 0.1871 loss_giou_2: 0.3447 loss_ce_3: 0.2733 loss_bbox_3: 0.1722 loss_giou_3: 0.334 loss_ce_4: 0.2663 loss_bbox_4: 0.1763 loss_giou_4: 0.3326 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:21] d2.utils.events INFO: eta: 11:46:05 iter: 299259 total_loss: 5.495 loss_ce: 0.2589 loss_bbox: 0.1757 loss_giou: 0.3281 loss_ce_0: 0.4643 loss_bbox_0: 0.2958 loss_giou_0: 0.5285 loss_ce_1: 0.3698 loss_bbox_1: 0.209 loss_giou_1: 0.3816 loss_ce_2: 0.305 loss_bbox_2: 0.192 loss_giou_2: 0.3553 loss_ce_3: 0.2719 loss_bbox_3: 0.1827 loss_giou_3: 0.3379 loss_ce_4: 0.2576 loss_bbox_4: 0.1763 loss_giou_4: 0.3306 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:27] d2.utils.events INFO: eta: 11:46:17 iter: 299279 total_loss: 5.477 loss_ce: 0.2659 loss_bbox: 0.1707 loss_giou: 0.3202 loss_ce_0: 0.4798 loss_bbox_0: 0.2902 loss_giou_0: 0.5095 loss_ce_1: 0.3716 loss_bbox_1: 0.2041 loss_giou_1: 0.373 loss_ce_2: 0.3152 loss_bbox_2: 0.1866 loss_giou_2: 0.3443 loss_ce_3: 0.2889 loss_bbox_3: 0.185 loss_giou_3: 0.3311 loss_ce_4: 0.2642 loss_bbox_4: 0.1777 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:33] d2.utils.events INFO: eta: 11:46:12 iter: 299299 total_loss: 5.457 loss_ce: 0.2528 loss_bbox: 0.181 loss_giou: 0.3176 loss_ce_0: 0.467 loss_bbox_0: 0.307 loss_giou_0: 0.4749 loss_ce_1: 0.3685 loss_bbox_1: 0.216 loss_giou_1: 0.3684 loss_ce_2: 0.2967 loss_bbox_2: 0.1914 loss_giou_2: 0.3375 loss_ce_3: 0.2744 loss_bbox_3: 0.1873 loss_giou_3: 0.3225 loss_ce_4: 0.2549 loss_bbox_4: 0.1854 loss_giou_4: 0.3195 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:38] d2.utils.events INFO: eta: 11:45:59 iter: 299319 total_loss: 5.183 loss_ce: 0.254 loss_bbox: 0.1627 loss_giou: 0.3076 loss_ce_0: 0.45 loss_bbox_0: 0.2902 loss_giou_0: 0.4813 loss_ce_1: 0.352 loss_bbox_1: 0.1917 loss_giou_1: 0.3428 loss_ce_2: 0.2955 loss_bbox_2: 0.1785 loss_giou_2: 0.3197 loss_ce_3: 0.2582 loss_bbox_3: 0.172 loss_giou_3: 0.3141 loss_ce_4: 0.2541 loss_bbox_4: 0.1641 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:44] d2.utils.events INFO: eta: 11:45:39 iter: 299339 total_loss: 5.267 loss_ce: 0.2512 loss_bbox: 0.1603 loss_giou: 0.3067 loss_ce_0: 0.4609 loss_bbox_0: 0.2946 loss_giou_0: 0.4973 loss_ce_1: 0.3625 loss_bbox_1: 0.1997 loss_giou_1: 0.3678 loss_ce_2: 0.3037 loss_bbox_2: 0.1808 loss_giou_2: 0.3368 loss_ce_3: 0.2629 loss_bbox_3: 0.1638 loss_giou_3: 0.3269 loss_ce_4: 0.2633 loss_bbox_4: 0.165 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:50] d2.utils.events INFO: eta: 11:45:32 iter: 299359 total_loss: 5.194 loss_ce: 0.2482 loss_bbox: 0.1732 loss_giou: 0.3021 loss_ce_0: 0.4647 loss_bbox_0: 0.3052 loss_giou_0: 0.4864 loss_ce_1: 0.3511 loss_bbox_1: 0.2121 loss_giou_1: 0.3614 loss_ce_2: 0.284 loss_bbox_2: 0.1938 loss_giou_2: 0.3322 loss_ce_3: 0.2625 loss_bbox_3: 0.1858 loss_giou_3: 0.3108 loss_ce_4: 0.2472 loss_bbox_4: 0.1787 loss_giou_4: 0.3077 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 13:37:55] d2.utils.events INFO: eta: 11:45:27 iter: 299379 total_loss: 5.236 loss_ce: 0.2455 loss_bbox: 0.164 loss_giou: 0.3205 loss_ce_0: 0.4615 loss_bbox_0: 0.2931 loss_giou_0: 0.4819 loss_ce_1: 0.3468 loss_bbox_1: 0.1986 loss_giou_1: 0.3763 loss_ce_2: 0.2993 loss_bbox_2: 0.1791 loss_giou_2: 0.3431 loss_ce_3: 0.2667 loss_bbox_3: 0.172 loss_giou_3: 0.3308 loss_ce_4: 0.2494 loss_bbox_4: 0.1666 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:01] d2.utils.events INFO: eta: 11:45:19 iter: 299399 total_loss: 5.388 loss_ce: 0.2628 loss_bbox: 0.174 loss_giou: 0.3125 loss_ce_0: 0.477 loss_bbox_0: 0.3044 loss_giou_0: 0.4828 loss_ce_1: 0.3549 loss_bbox_1: 0.2083 loss_giou_1: 0.3661 loss_ce_2: 0.3067 loss_bbox_2: 0.1879 loss_giou_2: 0.3383 loss_ce_3: 0.2791 loss_bbox_3: 0.1826 loss_giou_3: 0.3216 loss_ce_4: 0.2603 loss_bbox_4: 0.1753 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:07] d2.utils.events INFO: eta: 11:45:16 iter: 299419 total_loss: 5.12 loss_ce: 0.2468 loss_bbox: 0.1748 loss_giou: 0.2854 loss_ce_0: 0.4595 loss_bbox_0: 0.2837 loss_giou_0: 0.477 loss_ce_1: 0.3458 loss_bbox_1: 0.204 loss_giou_1: 0.3316 loss_ce_2: 0.2977 loss_bbox_2: 0.1833 loss_giou_2: 0.3089 loss_ce_3: 0.256 loss_bbox_3: 0.1803 loss_giou_3: 0.2981 loss_ce_4: 0.2498 loss_bbox_4: 0.174 loss_giou_4: 0.2961 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:12] d2.utils.events INFO: eta: 11:45:25 iter: 299439 total_loss: 5.268 loss_ce: 0.2697 loss_bbox: 0.1741 loss_giou: 0.3134 loss_ce_0: 0.4814 loss_bbox_0: 0.2998 loss_giou_0: 0.4788 loss_ce_1: 0.3925 loss_bbox_1: 0.2102 loss_giou_1: 0.3561 loss_ce_2: 0.3129 loss_bbox_2: 0.188 loss_giou_2: 0.3246 loss_ce_3: 0.2866 loss_bbox_3: 0.1807 loss_giou_3: 0.3143 loss_ce_4: 0.2708 loss_bbox_4: 0.1758 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:18] d2.utils.events INFO: eta: 11:45:03 iter: 299459 total_loss: 5.281 loss_ce: 0.2559 loss_bbox: 0.1755 loss_giou: 0.3029 loss_ce_0: 0.4756 loss_bbox_0: 0.2949 loss_giou_0: 0.4849 loss_ce_1: 0.372 loss_bbox_1: 0.1988 loss_giou_1: 0.3521 loss_ce_2: 0.3069 loss_bbox_2: 0.1911 loss_giou_2: 0.3246 loss_ce_3: 0.2713 loss_bbox_3: 0.1864 loss_giou_3: 0.313 loss_ce_4: 0.2548 loss_bbox_4: 0.1834 loss_giou_4: 0.3065 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:24] d2.utils.events INFO: eta: 11:45:06 iter: 299479 total_loss: 5.393 loss_ce: 0.2448 loss_bbox: 0.171 loss_giou: 0.3366 loss_ce_0: 0.4701 loss_bbox_0: 0.3048 loss_giou_0: 0.5177 loss_ce_1: 0.3706 loss_bbox_1: 0.2062 loss_giou_1: 0.3889 loss_ce_2: 0.3036 loss_bbox_2: 0.1818 loss_giou_2: 0.3547 loss_ce_3: 0.2691 loss_bbox_3: 0.1765 loss_giou_3: 0.3434 loss_ce_4: 0.2532 loss_bbox_4: 0.1762 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:29] d2.utils.events INFO: eta: 11:44:47 iter: 299499 total_loss: 5.504 loss_ce: 0.2711 loss_bbox: 0.177 loss_giou: 0.3317 loss_ce_0: 0.4976 loss_bbox_0: 0.2973 loss_giou_0: 0.5146 loss_ce_1: 0.3807 loss_bbox_1: 0.2052 loss_giou_1: 0.3749 loss_ce_2: 0.323 loss_bbox_2: 0.1895 loss_giou_2: 0.3445 loss_ce_3: 0.2855 loss_bbox_3: 0.1812 loss_giou_3: 0.3344 loss_ce_4: 0.2724 loss_bbox_4: 0.1784 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:35] d2.utils.events INFO: eta: 11:44:43 iter: 299519 total_loss: 5.289 loss_ce: 0.2528 loss_bbox: 0.1697 loss_giou: 0.318 loss_ce_0: 0.4683 loss_bbox_0: 0.2866 loss_giou_0: 0.5004 loss_ce_1: 0.3606 loss_bbox_1: 0.2003 loss_giou_1: 0.3609 loss_ce_2: 0.2923 loss_bbox_2: 0.1849 loss_giou_2: 0.3302 loss_ce_3: 0.2597 loss_bbox_3: 0.1756 loss_giou_3: 0.3259 loss_ce_4: 0.2501 loss_bbox_4: 0.1718 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:41] d2.utils.events INFO: eta: 11:44:36 iter: 299539 total_loss: 5.312 loss_ce: 0.2604 loss_bbox: 0.1603 loss_giou: 0.3103 loss_ce_0: 0.4795 loss_bbox_0: 0.2788 loss_giou_0: 0.4895 loss_ce_1: 0.3716 loss_bbox_1: 0.1975 loss_giou_1: 0.3564 loss_ce_2: 0.3129 loss_bbox_2: 0.1756 loss_giou_2: 0.327 loss_ce_3: 0.2846 loss_bbox_3: 0.1648 loss_giou_3: 0.3122 loss_ce_4: 0.2638 loss_bbox_4: 0.1655 loss_giou_4: 0.3089 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:46] d2.utils.events INFO: eta: 11:44:33 iter: 299559 total_loss: 5.333 loss_ce: 0.2733 loss_bbox: 0.1694 loss_giou: 0.3206 loss_ce_0: 0.4658 loss_bbox_0: 0.3079 loss_giou_0: 0.4856 loss_ce_1: 0.3682 loss_bbox_1: 0.2017 loss_giou_1: 0.3558 loss_ce_2: 0.3184 loss_bbox_2: 0.1821 loss_giou_2: 0.3342 loss_ce_3: 0.2965 loss_bbox_3: 0.1784 loss_giou_3: 0.3241 loss_ce_4: 0.2771 loss_bbox_4: 0.171 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:52] d2.utils.events INFO: eta: 11:44:28 iter: 299579 total_loss: 5.717 loss_ce: 0.289 loss_bbox: 0.1718 loss_giou: 0.3467 loss_ce_0: 0.4895 loss_bbox_0: 0.2913 loss_giou_0: 0.5233 loss_ce_1: 0.3773 loss_bbox_1: 0.2083 loss_giou_1: 0.3775 loss_ce_2: 0.3292 loss_bbox_2: 0.1875 loss_giou_2: 0.3644 loss_ce_3: 0.3039 loss_bbox_3: 0.18 loss_giou_3: 0.3571 loss_ce_4: 0.2966 loss_bbox_4: 0.1751 loss_giou_4: 0.3513 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 13:38:58] d2.utils.events INFO: eta: 11:44:24 iter: 299599 total_loss: 5.214 loss_ce: 0.2674 loss_bbox: 0.1761 loss_giou: 0.2962 loss_ce_0: 0.4859 loss_bbox_0: 0.2921 loss_giou_0: 0.4593 loss_ce_1: 0.3768 loss_bbox_1: 0.2123 loss_giou_1: 0.3425 loss_ce_2: 0.3234 loss_bbox_2: 0.1894 loss_giou_2: 0.318 loss_ce_3: 0.2847 loss_bbox_3: 0.179 loss_giou_3: 0.3079 loss_ce_4: 0.27 loss_bbox_4: 0.1765 loss_giou_4: 0.3005 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:03] d2.utils.events INFO: eta: 11:44:22 iter: 299619 total_loss: 5.256 loss_ce: 0.2509 loss_bbox: 0.1734 loss_giou: 0.3062 loss_ce_0: 0.4694 loss_bbox_0: 0.289 loss_giou_0: 0.4538 loss_ce_1: 0.3629 loss_bbox_1: 0.2054 loss_giou_1: 0.3541 loss_ce_2: 0.2941 loss_bbox_2: 0.1907 loss_giou_2: 0.3328 loss_ce_3: 0.2628 loss_bbox_3: 0.1834 loss_giou_3: 0.3142 loss_ce_4: 0.2552 loss_bbox_4: 0.1755 loss_giou_4: 0.3108 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:09] d2.utils.events INFO: eta: 11:44:15 iter: 299639 total_loss: 5.481 loss_ce: 0.249 loss_bbox: 0.168 loss_giou: 0.3169 loss_ce_0: 0.4553 loss_bbox_0: 0.296 loss_giou_0: 0.4896 loss_ce_1: 0.3558 loss_bbox_1: 0.2097 loss_giou_1: 0.3674 loss_ce_2: 0.2907 loss_bbox_2: 0.1788 loss_giou_2: 0.3368 loss_ce_3: 0.2615 loss_bbox_3: 0.1696 loss_giou_3: 0.3266 loss_ce_4: 0.2468 loss_bbox_4: 0.1672 loss_giou_4: 0.3247 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:15] d2.utils.events INFO: eta: 11:44:09 iter: 299659 total_loss: 5.25 loss_ce: 0.2446 loss_bbox: 0.1714 loss_giou: 0.3227 loss_ce_0: 0.4717 loss_bbox_0: 0.2864 loss_giou_0: 0.5139 loss_ce_1: 0.376 loss_bbox_1: 0.1924 loss_giou_1: 0.376 loss_ce_2: 0.3097 loss_bbox_2: 0.1816 loss_giou_2: 0.3363 loss_ce_3: 0.2644 loss_bbox_3: 0.1734 loss_giou_3: 0.3318 loss_ce_4: 0.2533 loss_bbox_4: 0.1737 loss_giou_4: 0.3246 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:20] d2.utils.events INFO: eta: 11:43:53 iter: 299679 total_loss: 5.462 loss_ce: 0.269 loss_bbox: 0.1764 loss_giou: 0.3261 loss_ce_0: 0.4685 loss_bbox_0: 0.304 loss_giou_0: 0.4947 loss_ce_1: 0.3768 loss_bbox_1: 0.2101 loss_giou_1: 0.3697 loss_ce_2: 0.3077 loss_bbox_2: 0.1901 loss_giou_2: 0.3451 loss_ce_3: 0.2799 loss_bbox_3: 0.1815 loss_giou_3: 0.3309 loss_ce_4: 0.2746 loss_bbox_4: 0.1787 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:26] d2.utils.events INFO: eta: 11:43:16 iter: 299699 total_loss: 5.503 loss_ce: 0.2806 loss_bbox: 0.1758 loss_giou: 0.3286 loss_ce_0: 0.4755 loss_bbox_0: 0.298 loss_giou_0: 0.507 loss_ce_1: 0.3823 loss_bbox_1: 0.208 loss_giou_1: 0.3713 loss_ce_2: 0.3276 loss_bbox_2: 0.1895 loss_giou_2: 0.3507 loss_ce_3: 0.2974 loss_bbox_3: 0.1817 loss_giou_3: 0.3407 loss_ce_4: 0.2869 loss_bbox_4: 0.1799 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:32] d2.utils.events INFO: eta: 11:43:13 iter: 299719 total_loss: 5.37 loss_ce: 0.2654 loss_bbox: 0.1744 loss_giou: 0.3054 loss_ce_0: 0.4654 loss_bbox_0: 0.2944 loss_giou_0: 0.489 loss_ce_1: 0.3669 loss_bbox_1: 0.2048 loss_giou_1: 0.3502 loss_ce_2: 0.3113 loss_bbox_2: 0.1886 loss_giou_2: 0.3238 loss_ce_3: 0.2764 loss_bbox_3: 0.1794 loss_giou_3: 0.3171 loss_ce_4: 0.2687 loss_bbox_4: 0.1777 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:37] d2.utils.events INFO: eta: 11:43:40 iter: 299739 total_loss: 5.397 loss_ce: 0.2551 loss_bbox: 0.1759 loss_giou: 0.3297 loss_ce_0: 0.4753 loss_bbox_0: 0.2996 loss_giou_0: 0.5297 loss_ce_1: 0.3624 loss_bbox_1: 0.2105 loss_giou_1: 0.3802 loss_ce_2: 0.3049 loss_bbox_2: 0.1881 loss_giou_2: 0.3431 loss_ce_3: 0.2651 loss_bbox_3: 0.1834 loss_giou_3: 0.3427 loss_ce_4: 0.2543 loss_bbox_4: 0.1771 loss_giou_4: 0.336 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:43] d2.utils.events INFO: eta: 11:43:36 iter: 299759 total_loss: 5.279 loss_ce: 0.2461 loss_bbox: 0.1771 loss_giou: 0.3216 loss_ce_0: 0.4737 loss_bbox_0: 0.2958 loss_giou_0: 0.4894 loss_ce_1: 0.3659 loss_bbox_1: 0.2119 loss_giou_1: 0.3658 loss_ce_2: 0.3071 loss_bbox_2: 0.1831 loss_giou_2: 0.3359 loss_ce_3: 0.2654 loss_bbox_3: 0.182 loss_giou_3: 0.3335 loss_ce_4: 0.2529 loss_bbox_4: 0.1786 loss_giou_4: 0.3251 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:49] d2.utils.events INFO: eta: 11:43:31 iter: 299779 total_loss: 5.805 loss_ce: 0.2699 loss_bbox: 0.1599 loss_giou: 0.3468 loss_ce_0: 0.4814 loss_bbox_0: 0.2905 loss_giou_0: 0.5569 loss_ce_1: 0.3734 loss_bbox_1: 0.1966 loss_giou_1: 0.4107 loss_ce_2: 0.3118 loss_bbox_2: 0.1729 loss_giou_2: 0.3747 loss_ce_3: 0.2821 loss_bbox_3: 0.1642 loss_giou_3: 0.3652 loss_ce_4: 0.2763 loss_bbox_4: 0.1619 loss_giou_4: 0.3488 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:39:54] d2.utils.events INFO: eta: 11:43:20 iter: 299799 total_loss: 5.289 loss_ce: 0.2629 loss_bbox: 0.1738 loss_giou: 0.3132 loss_ce_0: 0.4778 loss_bbox_0: 0.295 loss_giou_0: 0.5056 loss_ce_1: 0.379 loss_bbox_1: 0.2124 loss_giou_1: 0.366 loss_ce_2: 0.3053 loss_bbox_2: 0.1929 loss_giou_2: 0.3402 loss_ce_3: 0.284 loss_bbox_3: 0.1832 loss_giou_3: 0.3224 loss_ce_4: 0.275 loss_bbox_4: 0.1779 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:00] d2.utils.events INFO: eta: 11:43:13 iter: 299819 total_loss: 5.426 loss_ce: 0.266 loss_bbox: 0.1811 loss_giou: 0.3306 loss_ce_0: 0.486 loss_bbox_0: 0.3098 loss_giou_0: 0.5068 loss_ce_1: 0.3785 loss_bbox_1: 0.2055 loss_giou_1: 0.3713 loss_ce_2: 0.3216 loss_bbox_2: 0.191 loss_giou_2: 0.3469 loss_ce_3: 0.2794 loss_bbox_3: 0.1867 loss_giou_3: 0.3384 loss_ce_4: 0.2695 loss_bbox_4: 0.183 loss_giou_4: 0.3309 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:06] d2.utils.events INFO: eta: 11:43:08 iter: 299839 total_loss: 5.41 loss_ce: 0.2427 loss_bbox: 0.1679 loss_giou: 0.3113 loss_ce_0: 0.4683 loss_bbox_0: 0.2881 loss_giou_0: 0.4932 loss_ce_1: 0.3804 loss_bbox_1: 0.1928 loss_giou_1: 0.3785 loss_ce_2: 0.3091 loss_bbox_2: 0.1804 loss_giou_2: 0.3456 loss_ce_3: 0.2599 loss_bbox_3: 0.1729 loss_giou_3: 0.3305 loss_ce_4: 0.2463 loss_bbox_4: 0.1692 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:11] d2.utils.events INFO: eta: 11:43:02 iter: 299859 total_loss: 5.382 loss_ce: 0.2548 loss_bbox: 0.1666 loss_giou: 0.3195 loss_ce_0: 0.4719 loss_bbox_0: 0.2877 loss_giou_0: 0.5016 loss_ce_1: 0.3608 loss_bbox_1: 0.1998 loss_giou_1: 0.3751 loss_ce_2: 0.3081 loss_bbox_2: 0.1771 loss_giou_2: 0.3375 loss_ce_3: 0.2731 loss_bbox_3: 0.1745 loss_giou_3: 0.3326 loss_ce_4: 0.2511 loss_bbox_4: 0.1691 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:17] d2.utils.events INFO: eta: 11:42:57 iter: 299879 total_loss: 5.439 loss_ce: 0.2548 loss_bbox: 0.1782 loss_giou: 0.3313 loss_ce_0: 0.4713 loss_bbox_0: 0.2901 loss_giou_0: 0.5011 loss_ce_1: 0.362 loss_bbox_1: 0.2086 loss_giou_1: 0.3812 loss_ce_2: 0.3096 loss_bbox_2: 0.1922 loss_giou_2: 0.3473 loss_ce_3: 0.2808 loss_bbox_3: 0.1805 loss_giou_3: 0.3372 loss_ce_4: 0.2668 loss_bbox_4: 0.1777 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:23] d2.utils.events INFO: eta: 11:42:57 iter: 299899 total_loss: 5.636 loss_ce: 0.2639 loss_bbox: 0.1674 loss_giou: 0.3233 loss_ce_0: 0.4858 loss_bbox_0: 0.294 loss_giou_0: 0.5038 loss_ce_1: 0.382 loss_bbox_1: 0.1956 loss_giou_1: 0.3664 loss_ce_2: 0.3133 loss_bbox_2: 0.1793 loss_giou_2: 0.335 loss_ce_3: 0.2898 loss_bbox_3: 0.1707 loss_giou_3: 0.3253 loss_ce_4: 0.2647 loss_bbox_4: 0.1675 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:28] d2.utils.events INFO: eta: 11:42:51 iter: 299919 total_loss: 5.431 loss_ce: 0.2421 loss_bbox: 0.1816 loss_giou: 0.3298 loss_ce_0: 0.4774 loss_bbox_0: 0.3107 loss_giou_0: 0.4986 loss_ce_1: 0.373 loss_bbox_1: 0.2183 loss_giou_1: 0.38 loss_ce_2: 0.3079 loss_bbox_2: 0.1963 loss_giou_2: 0.3487 loss_ce_3: 0.2709 loss_bbox_3: 0.1885 loss_giou_3: 0.3382 loss_ce_4: 0.2452 loss_bbox_4: 0.1862 loss_giou_4: 0.336 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:34] d2.utils.events INFO: eta: 11:42:45 iter: 299939 total_loss: 5.26 loss_ce: 0.2469 loss_bbox: 0.1727 loss_giou: 0.3191 loss_ce_0: 0.4715 loss_bbox_0: 0.292 loss_giou_0: 0.4972 loss_ce_1: 0.3729 loss_bbox_1: 0.2038 loss_giou_1: 0.3711 loss_ce_2: 0.3003 loss_bbox_2: 0.1827 loss_giou_2: 0.3386 loss_ce_3: 0.275 loss_bbox_3: 0.1808 loss_giou_3: 0.3305 loss_ce_4: 0.2609 loss_bbox_4: 0.1777 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:40] d2.utils.events INFO: eta: 11:42:35 iter: 299959 total_loss: 5.171 loss_ce: 0.2442 loss_bbox: 0.1574 loss_giou: 0.3114 loss_ce_0: 0.4663 loss_bbox_0: 0.2706 loss_giou_0: 0.507 loss_ce_1: 0.3579 loss_bbox_1: 0.1869 loss_giou_1: 0.358 loss_ce_2: 0.2912 loss_bbox_2: 0.173 loss_giou_2: 0.3265 loss_ce_3: 0.2596 loss_bbox_3: 0.1617 loss_giou_3: 0.3209 loss_ce_4: 0.2502 loss_bbox_4: 0.1587 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:45] d2.utils.events INFO: eta: 11:42:29 iter: 299979 total_loss: 5.159 loss_ce: 0.2439 loss_bbox: 0.1668 loss_giou: 0.3031 loss_ce_0: 0.4546 loss_bbox_0: 0.2852 loss_giou_0: 0.469 loss_ce_1: 0.3498 loss_bbox_1: 0.1957 loss_giou_1: 0.3483 loss_ce_2: 0.2969 loss_bbox_2: 0.1787 loss_giou_2: 0.3183 loss_ce_3: 0.2608 loss_bbox_3: 0.175 loss_giou_3: 0.3127 loss_ce_4: 0.2475 loss_bbox_4: 0.1663 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:51] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0299999.pth [11/03 13:40:53] d2.utils.events INFO: eta: 11:42:26 iter: 299999 total_loss: 5.351 loss_ce: 0.2609 loss_bbox: 0.1696 loss_giou: 0.3352 loss_ce_0: 0.4847 loss_bbox_0: 0.2841 loss_giou_0: 0.5175 loss_ce_1: 0.377 loss_bbox_1: 0.197 loss_giou_1: 0.3918 loss_ce_2: 0.3055 loss_bbox_2: 0.183 loss_giou_2: 0.3629 loss_ce_3: 0.2715 loss_bbox_3: 0.1771 loss_giou_3: 0.3489 loss_ce_4: 0.2663 loss_bbox_4: 0.1736 loss_giou_4: 0.338 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:40:59] d2.utils.events INFO: eta: 11:42:16 iter: 300019 total_loss: 5.525 loss_ce: 0.2853 loss_bbox: 0.1724 loss_giou: 0.3272 loss_ce_0: 0.4801 loss_bbox_0: 0.3002 loss_giou_0: 0.5168 loss_ce_1: 0.383 loss_bbox_1: 0.2056 loss_giou_1: 0.376 loss_ce_2: 0.3351 loss_bbox_2: 0.1898 loss_giou_2: 0.3504 loss_ce_3: 0.3028 loss_bbox_3: 0.1807 loss_giou_3: 0.3365 loss_ce_4: 0.2833 loss_bbox_4: 0.1763 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:04] d2.utils.events INFO: eta: 11:42:12 iter: 300039 total_loss: 5.387 loss_ce: 0.2562 loss_bbox: 0.1767 loss_giou: 0.3298 loss_ce_0: 0.4702 loss_bbox_0: 0.2894 loss_giou_0: 0.4833 loss_ce_1: 0.3574 loss_bbox_1: 0.2014 loss_giou_1: 0.3696 loss_ce_2: 0.2973 loss_bbox_2: 0.1866 loss_giou_2: 0.3465 loss_ce_3: 0.2717 loss_bbox_3: 0.1801 loss_giou_3: 0.3371 loss_ce_4: 0.2618 loss_bbox_4: 0.1761 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:10] d2.utils.events INFO: eta: 11:42:04 iter: 300059 total_loss: 5.594 loss_ce: 0.2831 loss_bbox: 0.1781 loss_giou: 0.3297 loss_ce_0: 0.4805 loss_bbox_0: 0.2946 loss_giou_0: 0.4874 loss_ce_1: 0.3789 loss_bbox_1: 0.2166 loss_giou_1: 0.3722 loss_ce_2: 0.3266 loss_bbox_2: 0.2003 loss_giou_2: 0.347 loss_ce_3: 0.2978 loss_bbox_3: 0.197 loss_giou_3: 0.3364 loss_ce_4: 0.2866 loss_bbox_4: 0.1842 loss_giou_4: 0.3313 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:16] d2.utils.events INFO: eta: 11:42:01 iter: 300079 total_loss: 5.577 loss_ce: 0.2694 loss_bbox: 0.1669 loss_giou: 0.3455 loss_ce_0: 0.4978 loss_bbox_0: 0.3048 loss_giou_0: 0.5057 loss_ce_1: 0.375 loss_bbox_1: 0.209 loss_giou_1: 0.3884 loss_ce_2: 0.3143 loss_bbox_2: 0.1861 loss_giou_2: 0.3573 loss_ce_3: 0.2844 loss_bbox_3: 0.1792 loss_giou_3: 0.3522 loss_ce_4: 0.2602 loss_bbox_4: 0.1755 loss_giou_4: 0.3498 time: 0.2799 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:21] d2.utils.events INFO: eta: 11:41:55 iter: 300099 total_loss: 5.505 loss_ce: 0.2744 loss_bbox: 0.1621 loss_giou: 0.3351 loss_ce_0: 0.5045 loss_bbox_0: 0.3083 loss_giou_0: 0.5215 loss_ce_1: 0.3741 loss_bbox_1: 0.1997 loss_giou_1: 0.3879 loss_ce_2: 0.3286 loss_bbox_2: 0.1763 loss_giou_2: 0.3559 loss_ce_3: 0.2968 loss_bbox_3: 0.1723 loss_giou_3: 0.341 loss_ce_4: 0.2767 loss_bbox_4: 0.168 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:27] d2.utils.events INFO: eta: 11:41:49 iter: 300119 total_loss: 5.468 loss_ce: 0.2672 loss_bbox: 0.1725 loss_giou: 0.3265 loss_ce_0: 0.4801 loss_bbox_0: 0.3123 loss_giou_0: 0.5123 loss_ce_1: 0.372 loss_bbox_1: 0.211 loss_giou_1: 0.3873 loss_ce_2: 0.3083 loss_bbox_2: 0.1927 loss_giou_2: 0.355 loss_ce_3: 0.2835 loss_bbox_3: 0.1825 loss_giou_3: 0.3383 loss_ce_4: 0.2776 loss_bbox_4: 0.1737 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:33] d2.utils.events INFO: eta: 11:41:42 iter: 300139 total_loss: 5.621 loss_ce: 0.3051 loss_bbox: 0.1707 loss_giou: 0.316 loss_ce_0: 0.5054 loss_bbox_0: 0.3004 loss_giou_0: 0.5139 loss_ce_1: 0.3897 loss_bbox_1: 0.2031 loss_giou_1: 0.3628 loss_ce_2: 0.3553 loss_bbox_2: 0.1857 loss_giou_2: 0.3335 loss_ce_3: 0.3048 loss_bbox_3: 0.1772 loss_giou_3: 0.3241 loss_ce_4: 0.2971 loss_bbox_4: 0.1739 loss_giou_4: 0.3184 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:38] d2.utils.events INFO: eta: 11:41:43 iter: 300159 total_loss: 5.396 loss_ce: 0.2662 loss_bbox: 0.1803 loss_giou: 0.3042 loss_ce_0: 0.4836 loss_bbox_0: 0.2832 loss_giou_0: 0.48 loss_ce_1: 0.3786 loss_bbox_1: 0.2099 loss_giou_1: 0.3557 loss_ce_2: 0.3149 loss_bbox_2: 0.1947 loss_giou_2: 0.328 loss_ce_3: 0.2864 loss_bbox_3: 0.1902 loss_giou_3: 0.3195 loss_ce_4: 0.273 loss_bbox_4: 0.181 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:44] d2.utils.events INFO: eta: 11:41:37 iter: 300179 total_loss: 5.396 loss_ce: 0.2668 loss_bbox: 0.1794 loss_giou: 0.3122 loss_ce_0: 0.481 loss_bbox_0: 0.295 loss_giou_0: 0.4749 loss_ce_1: 0.3714 loss_bbox_1: 0.2084 loss_giou_1: 0.3547 loss_ce_2: 0.3112 loss_bbox_2: 0.1988 loss_giou_2: 0.3287 loss_ce_3: 0.2838 loss_bbox_3: 0.1859 loss_giou_3: 0.3265 loss_ce_4: 0.2737 loss_bbox_4: 0.1822 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:50] d2.utils.events INFO: eta: 11:41:26 iter: 300199 total_loss: 5.447 loss_ce: 0.2622 loss_bbox: 0.1808 loss_giou: 0.3226 loss_ce_0: 0.5004 loss_bbox_0: 0.2987 loss_giou_0: 0.4983 loss_ce_1: 0.3801 loss_bbox_1: 0.216 loss_giou_1: 0.3696 loss_ce_2: 0.3198 loss_bbox_2: 0.1894 loss_giou_2: 0.3405 loss_ce_3: 0.2758 loss_bbox_3: 0.183 loss_giou_3: 0.3327 loss_ce_4: 0.267 loss_bbox_4: 0.1829 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:41:55] d2.utils.events INFO: eta: 11:41:23 iter: 300219 total_loss: 5.273 loss_ce: 0.2607 loss_bbox: 0.1722 loss_giou: 0.3199 loss_ce_0: 0.474 loss_bbox_0: 0.2867 loss_giou_0: 0.4963 loss_ce_1: 0.3676 loss_bbox_1: 0.205 loss_giou_1: 0.3684 loss_ce_2: 0.308 loss_bbox_2: 0.1833 loss_giou_2: 0.3399 loss_ce_3: 0.2707 loss_bbox_3: 0.176 loss_giou_3: 0.327 loss_ce_4: 0.2639 loss_bbox_4: 0.1714 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:01] d2.utils.events INFO: eta: 11:41:17 iter: 300239 total_loss: 5.386 loss_ce: 0.2676 loss_bbox: 0.1824 loss_giou: 0.3264 loss_ce_0: 0.501 loss_bbox_0: 0.2943 loss_giou_0: 0.4825 loss_ce_1: 0.3828 loss_bbox_1: 0.2016 loss_giou_1: 0.3676 loss_ce_2: 0.3125 loss_bbox_2: 0.1884 loss_giou_2: 0.3313 loss_ce_3: 0.2811 loss_bbox_3: 0.1836 loss_giou_3: 0.3386 loss_ce_4: 0.2726 loss_bbox_4: 0.185 loss_giou_4: 0.3286 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:07] d2.utils.events INFO: eta: 11:41:12 iter: 300259 total_loss: 5.434 loss_ce: 0.2832 loss_bbox: 0.17 loss_giou: 0.3082 loss_ce_0: 0.4923 loss_bbox_0: 0.2978 loss_giou_0: 0.4689 loss_ce_1: 0.3765 loss_bbox_1: 0.2101 loss_giou_1: 0.355 loss_ce_2: 0.3175 loss_bbox_2: 0.1865 loss_giou_2: 0.3313 loss_ce_3: 0.3049 loss_bbox_3: 0.1829 loss_giou_3: 0.3171 loss_ce_4: 0.2778 loss_bbox_4: 0.173 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:13] d2.utils.events INFO: eta: 11:41:05 iter: 300279 total_loss: 5.56 loss_ce: 0.2697 loss_bbox: 0.1798 loss_giou: 0.338 loss_ce_0: 0.4695 loss_bbox_0: 0.3092 loss_giou_0: 0.525 loss_ce_1: 0.3638 loss_bbox_1: 0.2116 loss_giou_1: 0.3748 loss_ce_2: 0.3184 loss_bbox_2: 0.1909 loss_giou_2: 0.3538 loss_ce_3: 0.271 loss_bbox_3: 0.1864 loss_giou_3: 0.342 loss_ce_4: 0.267 loss_bbox_4: 0.1839 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:18] d2.utils.events INFO: eta: 11:41:02 iter: 300299 total_loss: 5.503 loss_ce: 0.2745 loss_bbox: 0.174 loss_giou: 0.3234 loss_ce_0: 0.4646 loss_bbox_0: 0.2958 loss_giou_0: 0.5131 loss_ce_1: 0.3702 loss_bbox_1: 0.2038 loss_giou_1: 0.3804 loss_ce_2: 0.3019 loss_bbox_2: 0.1876 loss_giou_2: 0.3439 loss_ce_3: 0.2841 loss_bbox_3: 0.1754 loss_giou_3: 0.3371 loss_ce_4: 0.2802 loss_bbox_4: 0.1715 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:24] d2.utils.events INFO: eta: 11:41:17 iter: 300319 total_loss: 5.388 loss_ce: 0.2593 loss_bbox: 0.1695 loss_giou: 0.3112 loss_ce_0: 0.4778 loss_bbox_0: 0.3007 loss_giou_0: 0.5086 loss_ce_1: 0.3862 loss_bbox_1: 0.1914 loss_giou_1: 0.3682 loss_ce_2: 0.3047 loss_bbox_2: 0.1738 loss_giou_2: 0.3341 loss_ce_3: 0.2746 loss_bbox_3: 0.1686 loss_giou_3: 0.3229 loss_ce_4: 0.265 loss_bbox_4: 0.1688 loss_giou_4: 0.3188 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:30] d2.utils.events INFO: eta: 11:41:05 iter: 300339 total_loss: 5.246 loss_ce: 0.2426 loss_bbox: 0.1729 loss_giou: 0.324 loss_ce_0: 0.4556 loss_bbox_0: 0.2952 loss_giou_0: 0.4883 loss_ce_1: 0.3402 loss_bbox_1: 0.2042 loss_giou_1: 0.3587 loss_ce_2: 0.2879 loss_bbox_2: 0.1799 loss_giou_2: 0.3343 loss_ce_3: 0.2542 loss_bbox_3: 0.1762 loss_giou_3: 0.3261 loss_ce_4: 0.2468 loss_bbox_4: 0.1747 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:35] d2.utils.events INFO: eta: 11:41:08 iter: 300359 total_loss: 5.198 loss_ce: 0.2587 loss_bbox: 0.1764 loss_giou: 0.3287 loss_ce_0: 0.4655 loss_bbox_0: 0.2957 loss_giou_0: 0.5173 loss_ce_1: 0.3551 loss_bbox_1: 0.2026 loss_giou_1: 0.3732 loss_ce_2: 0.2945 loss_bbox_2: 0.1881 loss_giou_2: 0.3456 loss_ce_3: 0.2652 loss_bbox_3: 0.1846 loss_giou_3: 0.3389 loss_ce_4: 0.2593 loss_bbox_4: 0.178 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:41] d2.utils.events INFO: eta: 11:41:15 iter: 300379 total_loss: 5.315 loss_ce: 0.2685 loss_bbox: 0.1749 loss_giou: 0.3152 loss_ce_0: 0.4815 loss_bbox_0: 0.3068 loss_giou_0: 0.4965 loss_ce_1: 0.3811 loss_bbox_1: 0.2001 loss_giou_1: 0.3596 loss_ce_2: 0.3179 loss_bbox_2: 0.1904 loss_giou_2: 0.3394 loss_ce_3: 0.2839 loss_bbox_3: 0.1788 loss_giou_3: 0.3283 loss_ce_4: 0.2711 loss_bbox_4: 0.1775 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:47] d2.utils.events INFO: eta: 11:41:12 iter: 300399 total_loss: 5.092 loss_ce: 0.2572 loss_bbox: 0.1787 loss_giou: 0.2938 loss_ce_0: 0.4671 loss_bbox_0: 0.3035 loss_giou_0: 0.4608 loss_ce_1: 0.3687 loss_bbox_1: 0.2089 loss_giou_1: 0.3408 loss_ce_2: 0.3044 loss_bbox_2: 0.1932 loss_giou_2: 0.3107 loss_ce_3: 0.2664 loss_bbox_3: 0.1882 loss_giou_3: 0.3022 loss_ce_4: 0.2646 loss_bbox_4: 0.1788 loss_giou_4: 0.2949 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:53] d2.utils.events INFO: eta: 11:41:05 iter: 300419 total_loss: 5.482 loss_ce: 0.2741 loss_bbox: 0.183 loss_giou: 0.3239 loss_ce_0: 0.495 loss_bbox_0: 0.29 loss_giou_0: 0.499 loss_ce_1: 0.3783 loss_bbox_1: 0.2094 loss_giou_1: 0.3726 loss_ce_2: 0.3233 loss_bbox_2: 0.1886 loss_giou_2: 0.3422 loss_ce_3: 0.2935 loss_bbox_3: 0.1841 loss_giou_3: 0.3294 loss_ce_4: 0.2876 loss_bbox_4: 0.1844 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:42:58] d2.utils.events INFO: eta: 11:40:51 iter: 300439 total_loss: 5.488 loss_ce: 0.2596 loss_bbox: 0.1701 loss_giou: 0.3285 loss_ce_0: 0.4903 loss_bbox_0: 0.3025 loss_giou_0: 0.5228 loss_ce_1: 0.3828 loss_bbox_1: 0.2147 loss_giou_1: 0.3988 loss_ce_2: 0.3173 loss_bbox_2: 0.1811 loss_giou_2: 0.3518 loss_ce_3: 0.2741 loss_bbox_3: 0.1748 loss_giou_3: 0.3465 loss_ce_4: 0.2645 loss_bbox_4: 0.1697 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:43:04] d2.utils.events INFO: eta: 11:40:50 iter: 300459 total_loss: 5.372 loss_ce: 0.2417 loss_bbox: 0.1772 loss_giou: 0.2966 loss_ce_0: 0.4649 loss_bbox_0: 0.2903 loss_giou_0: 0.46 loss_ce_1: 0.3567 loss_bbox_1: 0.2054 loss_giou_1: 0.3414 loss_ce_2: 0.2995 loss_bbox_2: 0.1923 loss_giou_2: 0.327 loss_ce_3: 0.2683 loss_bbox_3: 0.1849 loss_giou_3: 0.3111 loss_ce_4: 0.2461 loss_bbox_4: 0.1785 loss_giou_4: 0.3041 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 13:43:10] d2.utils.events INFO: eta: 11:40:44 iter: 300479 total_loss: 5.302 loss_ce: 0.243 loss_bbox: 0.1786 loss_giou: 0.3184 loss_ce_0: 0.4696 loss_bbox_0: 0.3014 loss_giou_0: 0.4934 loss_ce_1: 0.3739 loss_bbox_1: 0.2105 loss_giou_1: 0.3632 loss_ce_2: 0.3055 loss_bbox_2: 0.1853 loss_giou_2: 0.3381 loss_ce_3: 0.2612 loss_bbox_3: 0.177 loss_giou_3: 0.3297 loss_ce_4: 0.2482 loss_bbox_4: 0.1766 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 13:43:15] d2.utils.events INFO: eta: 11:40:42 iter: 300499 total_loss: 5.494 loss_ce: 0.27 loss_bbox: 0.1809 loss_giou: 0.333 loss_ce_0: 0.4704 loss_bbox_0: 0.3026 loss_giou_0: 0.5028 loss_ce_1: 0.3787 loss_bbox_1: 0.208 loss_giou_1: 0.3648 loss_ce_2: 0.3133 loss_bbox_2: 0.1953 loss_giou_2: 0.3478 loss_ce_3: 0.2774 loss_bbox_3: 0.1904 loss_giou_3: 0.3427 loss_ce_4: 0.2762 loss_bbox_4: 0.1845 loss_giou_4: 0.3379 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 13:43:21] d2.utils.events INFO: eta: 11:40:36 iter: 300519 total_loss: 5.142 loss_ce: 0.2556 loss_bbox: 0.161 loss_giou: 0.2995 loss_ce_0: 0.4674 loss_bbox_0: 0.2941 loss_giou_0: 0.484 loss_ce_1: 0.3728 loss_bbox_1: 0.195 loss_giou_1: 0.3581 loss_ce_2: 0.3021 loss_bbox_2: 0.1696 loss_giou_2: 0.3233 loss_ce_3: 0.2713 loss_bbox_3: 0.1693 loss_giou_3: 0.3184 loss_ce_4: 0.26 loss_bbox_4: 0.1635 loss_giou_4: 0.3044 time: 0.2799 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 13:43:24] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 13:43:25] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 13:43:25] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 13:43:25] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 13:43:25] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 13:43:26] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 13:43:33] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0011 s/iter. Inference: 0.0610 s/iter. Eval: 0.0003 s/iter. Total: 0.0624 s/iter. ETA=0:00:38 [11/03 13:43:38] d2.evaluation.evaluator INFO: Inference done 111/625. Dataloading: 0.0030 s/iter. Inference: 0.0477 s/iter. Eval: 0.0003 s/iter. Total: 0.0511 s/iter. ETA=0:00:26 [11/03 13:43:43] d2.evaluation.evaluator INFO: Inference done 210/625. Dataloading: 0.0028 s/iter. Inference: 0.0478 s/iter. Eval: 0.0004 s/iter. Total: 0.0510 s/iter. ETA=0:00:21 [11/03 13:43:48] d2.evaluation.evaluator INFO: Inference done 288/625. Dataloading: 0.0027 s/iter. Inference: 0.0487 s/iter. Eval: 0.0032 s/iter. Total: 0.0547 s/iter. ETA=0:00:18 [11/03 13:43:53] d2.evaluation.evaluator INFO: Inference done 383/625. Dataloading: 0.0028 s/iter. Inference: 0.0488 s/iter. Eval: 0.0025 s/iter. Total: 0.0542 s/iter. ETA=0:00:13 [11/03 13:43:58] d2.evaluation.evaluator INFO: Inference done 482/625. Dataloading: 0.0028 s/iter. Inference: 0.0485 s/iter. Eval: 0.0021 s/iter. Total: 0.0534 s/iter. ETA=0:00:07 [11/03 13:44:03] d2.evaluation.evaluator INFO: Inference done 578/625. Dataloading: 0.0028 s/iter. Inference: 0.0486 s/iter. Eval: 0.0018 s/iter. Total: 0.0532 s/iter. ETA=0:00:02 [11/03 13:44:06] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.948600 (0.053143 s / iter per device, on 8 devices) [11/03 13:44:06] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048108 s / iter per device, on 8 devices) [11/03 13:44:14] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 13:44:14] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 13:44:16] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 13:44:19] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 13:44:33] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.65 seconds. [11/03 13:44:33] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 13:44:35] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.33 seconds. [11/03 13:44:35] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.186 | 61.045 | 45.106 | 24.980 | 45.295 | 57.642 | [11/03 13:44:35] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.165 | bicycle | 31.149 | car | 43.542 | | motorcycle | 44.328 | airplane | 67.716 | bus | 63.826 | | train | 63.768 | truck | 36.530 | boat | 26.771 | | traffic light | 27.667 | fire hydrant | 69.523 | stop sign | 67.198 | | parking meter | 41.205 | bench | 25.484 | bird | 37.671 | | cat | 70.597 | dog | 65.432 | horse | 60.580 | | sheep | 51.033 | cow | 57.284 | elephant | 64.879 | | bear | 78.185 | zebra | 66.310 | giraffe | 68.059 | | backpack | 15.182 | umbrella | 37.785 | handbag | 15.967 | | tie | 32.756 | suitcase | 42.149 | frisbee | 67.664 | | skis | 26.059 | snowboard | 38.598 | sports ball | 48.179 | | kite | 46.057 | baseball bat | 31.477 | baseball glove | 37.767 | | skateboard | 52.802 | surfboard | 39.589 | tennis racket | 47.469 | | bottle | 38.134 | wine glass | 34.233 | cup | 39.733 | | fork | 33.633 | knife | 17.383 | spoon | 16.698 | | bowl | 41.812 | banana | 23.766 | apple | 17.408 | | sandwich | 31.470 | orange | 31.002 | broccoli | 18.681 | | carrot | 22.159 | hot dog | 35.209 | pizza | 51.884 | | donut | 44.056 | cake | 35.976 | chair | 27.186 | | couch | 46.149 | potted plant | 26.003 | bed | 50.158 | | dining table | 30.494 | toilet | 64.308 | tv | 58.373 | | laptop | 60.730 | mouse | 58.200 | remote | 34.310 | | keyboard | 52.586 | cell phone | 37.563 | microwave | 61.987 | | oven | 36.264 | toaster | 31.130 | sink | 36.227 | | refrigerator | 58.511 | book | 11.054 | clock | 49.328 | | vase | 38.992 | scissors | 32.477 | teddy bear | 45.328 | | hair drier | 3.518 | toothbrush | 28.340 | | | [11/03 13:44:35] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 13:44:35] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 13:44:35] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 13:44:35] d2.evaluation.testing INFO: copypaste: 42.1857,61.0451,45.1064,24.9800,45.2954,57.6423 [11/03 13:44:38] d2.utils.events INFO: eta: 11:40:31 iter: 300539 total_loss: 5.395 loss_ce: 0.2638 loss_bbox: 0.1798 loss_giou: 0.33 loss_ce_0: 0.4889 loss_bbox_0: 0.3076 loss_giou_0: 0.5413 loss_ce_1: 0.3804 loss_bbox_1: 0.2117 loss_giou_1: 0.3764 loss_ce_2: 0.3036 loss_bbox_2: 0.1975 loss_giou_2: 0.3576 loss_ce_3: 0.2825 loss_bbox_3: 0.1879 loss_giou_3: 0.3432 loss_ce_4: 0.2665 loss_bbox_4: 0.1846 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:44:44] d2.utils.events INFO: eta: 11:40:26 iter: 300559 total_loss: 5.552 loss_ce: 0.26 loss_bbox: 0.174 loss_giou: 0.3393 loss_ce_0: 0.4692 loss_bbox_0: 0.2917 loss_giou_0: 0.5219 loss_ce_1: 0.3717 loss_bbox_1: 0.2116 loss_giou_1: 0.395 loss_ce_2: 0.3109 loss_bbox_2: 0.1926 loss_giou_2: 0.3626 loss_ce_3: 0.2723 loss_bbox_3: 0.1831 loss_giou_3: 0.3541 loss_ce_4: 0.2689 loss_bbox_4: 0.1785 loss_giou_4: 0.3443 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 13:44:50] d2.utils.events INFO: eta: 11:40:19 iter: 300579 total_loss: 5.436 loss_ce: 0.2679 loss_bbox: 0.1774 loss_giou: 0.3212 loss_ce_0: 0.487 loss_bbox_0: 0.2895 loss_giou_0: 0.5018 loss_ce_1: 0.3798 loss_bbox_1: 0.2102 loss_giou_1: 0.3654 loss_ce_2: 0.3175 loss_bbox_2: 0.1907 loss_giou_2: 0.3362 loss_ce_3: 0.2925 loss_bbox_3: 0.187 loss_giou_3: 0.3278 loss_ce_4: 0.2642 loss_bbox_4: 0.1793 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 13:44:55] d2.utils.events INFO: eta: 11:40:26 iter: 300599 total_loss: 5.43 loss_ce: 0.2623 loss_bbox: 0.17 loss_giou: 0.3435 loss_ce_0: 0.472 loss_bbox_0: 0.3046 loss_giou_0: 0.5231 loss_ce_1: 0.3703 loss_bbox_1: 0.2025 loss_giou_1: 0.3978 loss_ce_2: 0.3105 loss_bbox_2: 0.1818 loss_giou_2: 0.3617 loss_ce_3: 0.2733 loss_bbox_3: 0.1747 loss_giou_3: 0.35 loss_ce_4: 0.2705 loss_bbox_4: 0.1727 loss_giou_4: 0.344 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:01] d2.utils.events INFO: eta: 11:40:13 iter: 300619 total_loss: 5.775 loss_ce: 0.2766 loss_bbox: 0.1907 loss_giou: 0.3427 loss_ce_0: 0.4647 loss_bbox_0: 0.3089 loss_giou_0: 0.5135 loss_ce_1: 0.3873 loss_bbox_1: 0.2189 loss_giou_1: 0.3963 loss_ce_2: 0.3268 loss_bbox_2: 0.2031 loss_giou_2: 0.3658 loss_ce_3: 0.2776 loss_bbox_3: 0.1952 loss_giou_3: 0.354 loss_ce_4: 0.2734 loss_bbox_4: 0.196 loss_giou_4: 0.3448 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:07] d2.utils.events INFO: eta: 11:40:19 iter: 300639 total_loss: 5.668 loss_ce: 0.2946 loss_bbox: 0.1796 loss_giou: 0.337 loss_ce_0: 0.4953 loss_bbox_0: 0.3014 loss_giou_0: 0.5022 loss_ce_1: 0.3895 loss_bbox_1: 0.2086 loss_giou_1: 0.3806 loss_ce_2: 0.3258 loss_bbox_2: 0.1925 loss_giou_2: 0.355 loss_ce_3: 0.2908 loss_bbox_3: 0.1877 loss_giou_3: 0.3489 loss_ce_4: 0.285 loss_bbox_4: 0.1844 loss_giou_4: 0.3404 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:12] d2.utils.events INFO: eta: 11:40:11 iter: 300659 total_loss: 5.267 loss_ce: 0.2569 loss_bbox: 0.1747 loss_giou: 0.3181 loss_ce_0: 0.4932 loss_bbox_0: 0.2887 loss_giou_0: 0.5116 loss_ce_1: 0.3684 loss_bbox_1: 0.2078 loss_giou_1: 0.3541 loss_ce_2: 0.3055 loss_bbox_2: 0.191 loss_giou_2: 0.3248 loss_ce_3: 0.281 loss_bbox_3: 0.1813 loss_giou_3: 0.3211 loss_ce_4: 0.2653 loss_bbox_4: 0.1764 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:18] d2.utils.events INFO: eta: 11:40:08 iter: 300679 total_loss: 5.163 loss_ce: 0.2644 loss_bbox: 0.1636 loss_giou: 0.3137 loss_ce_0: 0.4612 loss_bbox_0: 0.2893 loss_giou_0: 0.4821 loss_ce_1: 0.3586 loss_bbox_1: 0.2004 loss_giou_1: 0.3653 loss_ce_2: 0.3016 loss_bbox_2: 0.1822 loss_giou_2: 0.3406 loss_ce_3: 0.2787 loss_bbox_3: 0.1717 loss_giou_3: 0.3236 loss_ce_4: 0.2659 loss_bbox_4: 0.166 loss_giou_4: 0.3171 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:24] d2.utils.events INFO: eta: 11:40:15 iter: 300699 total_loss: 5.326 loss_ce: 0.2597 loss_bbox: 0.1741 loss_giou: 0.3211 loss_ce_0: 0.4609 loss_bbox_0: 0.2968 loss_giou_0: 0.4983 loss_ce_1: 0.3611 loss_bbox_1: 0.2095 loss_giou_1: 0.3662 loss_ce_2: 0.3099 loss_bbox_2: 0.1907 loss_giou_2: 0.3397 loss_ce_3: 0.2748 loss_bbox_3: 0.1812 loss_giou_3: 0.3298 loss_ce_4: 0.2624 loss_bbox_4: 0.177 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:30] d2.utils.events INFO: eta: 11:40:04 iter: 300719 total_loss: 5.269 loss_ce: 0.254 loss_bbox: 0.1636 loss_giou: 0.3149 loss_ce_0: 0.4596 loss_bbox_0: 0.2934 loss_giou_0: 0.49 loss_ce_1: 0.3643 loss_bbox_1: 0.2013 loss_giou_1: 0.3616 loss_ce_2: 0.3012 loss_bbox_2: 0.1732 loss_giou_2: 0.3402 loss_ce_3: 0.2748 loss_bbox_3: 0.165 loss_giou_3: 0.3268 loss_ce_4: 0.2557 loss_bbox_4: 0.1667 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:35] d2.utils.events INFO: eta: 11:39:51 iter: 300739 total_loss: 5.407 loss_ce: 0.2694 loss_bbox: 0.1705 loss_giou: 0.324 loss_ce_0: 0.4885 loss_bbox_0: 0.2972 loss_giou_0: 0.4913 loss_ce_1: 0.3875 loss_bbox_1: 0.2069 loss_giou_1: 0.3677 loss_ce_2: 0.3139 loss_bbox_2: 0.1781 loss_giou_2: 0.3357 loss_ce_3: 0.2809 loss_bbox_3: 0.1774 loss_giou_3: 0.3372 loss_ce_4: 0.272 loss_bbox_4: 0.176 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:41] d2.utils.events INFO: eta: 11:39:43 iter: 300759 total_loss: 5.428 loss_ce: 0.2767 loss_bbox: 0.1632 loss_giou: 0.3135 loss_ce_0: 0.483 loss_bbox_0: 0.3 loss_giou_0: 0.5237 loss_ce_1: 0.3788 loss_bbox_1: 0.2029 loss_giou_1: 0.3676 loss_ce_2: 0.3288 loss_bbox_2: 0.1815 loss_giou_2: 0.3378 loss_ce_3: 0.2951 loss_bbox_3: 0.1717 loss_giou_3: 0.3253 loss_ce_4: 0.2788 loss_bbox_4: 0.1693 loss_giou_4: 0.316 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:46] d2.utils.events INFO: eta: 11:39:38 iter: 300779 total_loss: 5.458 loss_ce: 0.2664 loss_bbox: 0.1777 loss_giou: 0.3207 loss_ce_0: 0.4732 loss_bbox_0: 0.308 loss_giou_0: 0.5161 loss_ce_1: 0.3778 loss_bbox_1: 0.2068 loss_giou_1: 0.3751 loss_ce_2: 0.3152 loss_bbox_2: 0.1896 loss_giou_2: 0.3458 loss_ce_3: 0.2815 loss_bbox_3: 0.1801 loss_giou_3: 0.3255 loss_ce_4: 0.2744 loss_bbox_4: 0.1781 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:52] d2.utils.events INFO: eta: 11:39:45 iter: 300799 total_loss: 5.634 loss_ce: 0.2675 loss_bbox: 0.1748 loss_giou: 0.3421 loss_ce_0: 0.4846 loss_bbox_0: 0.3074 loss_giou_0: 0.5283 loss_ce_1: 0.3561 loss_bbox_1: 0.2094 loss_giou_1: 0.3961 loss_ce_2: 0.3109 loss_bbox_2: 0.1916 loss_giou_2: 0.3611 loss_ce_3: 0.274 loss_bbox_3: 0.1824 loss_giou_3: 0.3529 loss_ce_4: 0.2721 loss_bbox_4: 0.1766 loss_giou_4: 0.3455 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 13:45:58] d2.utils.events INFO: eta: 11:39:44 iter: 300819 total_loss: 5.488 loss_ce: 0.2446 loss_bbox: 0.175 loss_giou: 0.3525 loss_ce_0: 0.4685 loss_bbox_0: 0.302 loss_giou_0: 0.5219 loss_ce_1: 0.3519 loss_bbox_1: 0.2061 loss_giou_1: 0.4011 loss_ce_2: 0.2944 loss_bbox_2: 0.1881 loss_giou_2: 0.3666 loss_ce_3: 0.2532 loss_bbox_3: 0.1813 loss_giou_3: 0.3642 loss_ce_4: 0.247 loss_bbox_4: 0.1786 loss_giou_4: 0.3633 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:04] d2.utils.events INFO: eta: 11:39:42 iter: 300839 total_loss: 5.205 loss_ce: 0.2659 loss_bbox: 0.1749 loss_giou: 0.3265 loss_ce_0: 0.4495 loss_bbox_0: 0.2922 loss_giou_0: 0.4662 loss_ce_1: 0.3687 loss_bbox_1: 0.2132 loss_giou_1: 0.3669 loss_ce_2: 0.2982 loss_bbox_2: 0.1937 loss_giou_2: 0.3398 loss_ce_3: 0.2721 loss_bbox_3: 0.1846 loss_giou_3: 0.3289 loss_ce_4: 0.2757 loss_bbox_4: 0.1756 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:09] d2.utils.events INFO: eta: 11:39:34 iter: 300859 total_loss: 5.507 loss_ce: 0.2682 loss_bbox: 0.1792 loss_giou: 0.3233 loss_ce_0: 0.4816 loss_bbox_0: 0.3026 loss_giou_0: 0.5229 loss_ce_1: 0.3682 loss_bbox_1: 0.2134 loss_giou_1: 0.3787 loss_ce_2: 0.3194 loss_bbox_2: 0.1937 loss_giou_2: 0.3562 loss_ce_3: 0.2848 loss_bbox_3: 0.1836 loss_giou_3: 0.3418 loss_ce_4: 0.2688 loss_bbox_4: 0.1833 loss_giou_4: 0.3326 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:15] d2.utils.events INFO: eta: 11:39:27 iter: 300879 total_loss: 5.56 loss_ce: 0.2617 loss_bbox: 0.1718 loss_giou: 0.3461 loss_ce_0: 0.4782 loss_bbox_0: 0.3064 loss_giou_0: 0.5331 loss_ce_1: 0.3679 loss_bbox_1: 0.2121 loss_giou_1: 0.3995 loss_ce_2: 0.3153 loss_bbox_2: 0.1888 loss_giou_2: 0.367 loss_ce_3: 0.2737 loss_bbox_3: 0.1853 loss_giou_3: 0.3534 loss_ce_4: 0.2664 loss_bbox_4: 0.176 loss_giou_4: 0.3484 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:21] d2.utils.events INFO: eta: 11:39:12 iter: 300899 total_loss: 5.433 loss_ce: 0.2668 loss_bbox: 0.1689 loss_giou: 0.3311 loss_ce_0: 0.468 loss_bbox_0: 0.2906 loss_giou_0: 0.5029 loss_ce_1: 0.3562 loss_bbox_1: 0.208 loss_giou_1: 0.3749 loss_ce_2: 0.3014 loss_bbox_2: 0.1852 loss_giou_2: 0.3531 loss_ce_3: 0.2705 loss_bbox_3: 0.1739 loss_giou_3: 0.3405 loss_ce_4: 0.2674 loss_bbox_4: 0.1691 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:26] d2.utils.events INFO: eta: 11:39:04 iter: 300919 total_loss: 5.344 loss_ce: 0.2619 loss_bbox: 0.1765 loss_giou: 0.3138 loss_ce_0: 0.4831 loss_bbox_0: 0.2935 loss_giou_0: 0.5137 loss_ce_1: 0.3708 loss_bbox_1: 0.2069 loss_giou_1: 0.3715 loss_ce_2: 0.3004 loss_bbox_2: 0.1889 loss_giou_2: 0.3394 loss_ce_3: 0.2823 loss_bbox_3: 0.1844 loss_giou_3: 0.3232 loss_ce_4: 0.2724 loss_bbox_4: 0.1796 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:32] d2.utils.events INFO: eta: 11:38:54 iter: 300939 total_loss: 5.381 loss_ce: 0.274 loss_bbox: 0.1694 loss_giou: 0.3156 loss_ce_0: 0.4814 loss_bbox_0: 0.2961 loss_giou_0: 0.5077 loss_ce_1: 0.38 loss_bbox_1: 0.2035 loss_giou_1: 0.3674 loss_ce_2: 0.3154 loss_bbox_2: 0.1841 loss_giou_2: 0.3341 loss_ce_3: 0.2793 loss_bbox_3: 0.1743 loss_giou_3: 0.3289 loss_ce_4: 0.27 loss_bbox_4: 0.1695 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:38] d2.utils.events INFO: eta: 11:39:00 iter: 300959 total_loss: 5.564 loss_ce: 0.2573 loss_bbox: 0.1773 loss_giou: 0.3419 loss_ce_0: 0.4831 loss_bbox_0: 0.2858 loss_giou_0: 0.5022 loss_ce_1: 0.3523 loss_bbox_1: 0.2071 loss_giou_1: 0.3915 loss_ce_2: 0.2954 loss_bbox_2: 0.1883 loss_giou_2: 0.3666 loss_ce_3: 0.2681 loss_bbox_3: 0.1844 loss_giou_3: 0.354 loss_ce_4: 0.2573 loss_bbox_4: 0.1831 loss_giou_4: 0.343 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:43] d2.utils.events INFO: eta: 11:38:54 iter: 300979 total_loss: 5.225 loss_ce: 0.2481 loss_bbox: 0.1667 loss_giou: 0.3202 loss_ce_0: 0.4752 loss_bbox_0: 0.2812 loss_giou_0: 0.475 loss_ce_1: 0.3526 loss_bbox_1: 0.1867 loss_giou_1: 0.3548 loss_ce_2: 0.2929 loss_bbox_2: 0.1719 loss_giou_2: 0.3316 loss_ce_3: 0.2615 loss_bbox_3: 0.1736 loss_giou_3: 0.33 loss_ce_4: 0.2548 loss_bbox_4: 0.1657 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:49] d2.utils.events INFO: eta: 11:38:42 iter: 300999 total_loss: 5.404 loss_ce: 0.2556 loss_bbox: 0.1794 loss_giou: 0.3312 loss_ce_0: 0.4851 loss_bbox_0: 0.2994 loss_giou_0: 0.4993 loss_ce_1: 0.3788 loss_bbox_1: 0.2135 loss_giou_1: 0.3851 loss_ce_2: 0.3106 loss_bbox_2: 0.1979 loss_giou_2: 0.3484 loss_ce_3: 0.2755 loss_bbox_3: 0.1886 loss_giou_3: 0.3404 loss_ce_4: 0.2636 loss_bbox_4: 0.185 loss_giou_4: 0.3339 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 13:46:55] d2.utils.events INFO: eta: 11:38:49 iter: 301019 total_loss: 5.62 loss_ce: 0.2707 loss_bbox: 0.1818 loss_giou: 0.3201 loss_ce_0: 0.499 loss_bbox_0: 0.308 loss_giou_0: 0.4788 loss_ce_1: 0.3844 loss_bbox_1: 0.2105 loss_giou_1: 0.3555 loss_ce_2: 0.3382 loss_bbox_2: 0.1926 loss_giou_2: 0.3339 loss_ce_3: 0.3006 loss_bbox_3: 0.1824 loss_giou_3: 0.3323 loss_ce_4: 0.2727 loss_bbox_4: 0.1834 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:00] d2.utils.events INFO: eta: 11:38:44 iter: 301039 total_loss: 5.443 loss_ce: 0.2584 loss_bbox: 0.1741 loss_giou: 0.3228 loss_ce_0: 0.491 loss_bbox_0: 0.3046 loss_giou_0: 0.5206 loss_ce_1: 0.3737 loss_bbox_1: 0.2131 loss_giou_1: 0.3822 loss_ce_2: 0.3176 loss_bbox_2: 0.1898 loss_giou_2: 0.3462 loss_ce_3: 0.2807 loss_bbox_3: 0.181 loss_giou_3: 0.3307 loss_ce_4: 0.2697 loss_bbox_4: 0.1775 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:06] d2.utils.events INFO: eta: 11:38:42 iter: 301059 total_loss: 5.182 loss_ce: 0.2689 loss_bbox: 0.159 loss_giou: 0.3375 loss_ce_0: 0.4882 loss_bbox_0: 0.2813 loss_giou_0: 0.5349 loss_ce_1: 0.383 loss_bbox_1: 0.19 loss_giou_1: 0.3829 loss_ce_2: 0.3257 loss_bbox_2: 0.1735 loss_giou_2: 0.3549 loss_ce_3: 0.2878 loss_bbox_3: 0.1681 loss_giou_3: 0.3458 loss_ce_4: 0.2776 loss_bbox_4: 0.1637 loss_giou_4: 0.3372 time: 0.2799 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:12] d2.utils.events INFO: eta: 11:38:30 iter: 301079 total_loss: 5.439 loss_ce: 0.2587 loss_bbox: 0.1667 loss_giou: 0.339 loss_ce_0: 0.5006 loss_bbox_0: 0.2968 loss_giou_0: 0.4993 loss_ce_1: 0.3789 loss_bbox_1: 0.2047 loss_giou_1: 0.375 loss_ce_2: 0.3048 loss_bbox_2: 0.1859 loss_giou_2: 0.35 loss_ce_3: 0.2786 loss_bbox_3: 0.178 loss_giou_3: 0.3451 loss_ce_4: 0.2703 loss_bbox_4: 0.172 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:17] d2.utils.events INFO: eta: 11:38:29 iter: 301099 total_loss: 5.271 loss_ce: 0.2604 loss_bbox: 0.164 loss_giou: 0.3225 loss_ce_0: 0.4719 loss_bbox_0: 0.2927 loss_giou_0: 0.5231 loss_ce_1: 0.3542 loss_bbox_1: 0.1868 loss_giou_1: 0.372 loss_ce_2: 0.3033 loss_bbox_2: 0.1732 loss_giou_2: 0.3385 loss_ce_3: 0.2682 loss_bbox_3: 0.1669 loss_giou_3: 0.3318 loss_ce_4: 0.2614 loss_bbox_4: 0.1628 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:23] d2.utils.events INFO: eta: 11:38:19 iter: 301119 total_loss: 5.612 loss_ce: 0.2753 loss_bbox: 0.1824 loss_giou: 0.3205 loss_ce_0: 0.4889 loss_bbox_0: 0.2915 loss_giou_0: 0.5116 loss_ce_1: 0.3808 loss_bbox_1: 0.2114 loss_giou_1: 0.3792 loss_ce_2: 0.3387 loss_bbox_2: 0.1876 loss_giou_2: 0.3484 loss_ce_3: 0.2943 loss_bbox_3: 0.1845 loss_giou_3: 0.3383 loss_ce_4: 0.2787 loss_bbox_4: 0.1819 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:29] d2.utils.events INFO: eta: 11:38:14 iter: 301139 total_loss: 5.57 loss_ce: 0.2799 loss_bbox: 0.1804 loss_giou: 0.341 loss_ce_0: 0.4868 loss_bbox_0: 0.31 loss_giou_0: 0.529 loss_ce_1: 0.3755 loss_bbox_1: 0.2128 loss_giou_1: 0.3742 loss_ce_2: 0.3255 loss_bbox_2: 0.1929 loss_giou_2: 0.3512 loss_ce_3: 0.2925 loss_bbox_3: 0.186 loss_giou_3: 0.3427 loss_ce_4: 0.286 loss_bbox_4: 0.1808 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:35] d2.utils.events INFO: eta: 11:38:08 iter: 301159 total_loss: 5.355 loss_ce: 0.2577 loss_bbox: 0.1695 loss_giou: 0.3175 loss_ce_0: 0.4656 loss_bbox_0: 0.2966 loss_giou_0: 0.5103 loss_ce_1: 0.3726 loss_bbox_1: 0.2038 loss_giou_1: 0.3695 loss_ce_2: 0.3027 loss_bbox_2: 0.1879 loss_giou_2: 0.3392 loss_ce_3: 0.2706 loss_bbox_3: 0.1786 loss_giou_3: 0.3278 loss_ce_4: 0.2582 loss_bbox_4: 0.175 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:40] d2.utils.events INFO: eta: 11:38:04 iter: 301179 total_loss: 5.48 loss_ce: 0.2974 loss_bbox: 0.1784 loss_giou: 0.3172 loss_ce_0: 0.5012 loss_bbox_0: 0.3023 loss_giou_0: 0.4938 loss_ce_1: 0.3881 loss_bbox_1: 0.2106 loss_giou_1: 0.3526 loss_ce_2: 0.3439 loss_bbox_2: 0.1884 loss_giou_2: 0.3262 loss_ce_3: 0.307 loss_bbox_3: 0.1824 loss_giou_3: 0.3208 loss_ce_4: 0.3008 loss_bbox_4: 0.1834 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:46] d2.utils.events INFO: eta: 11:38:03 iter: 301199 total_loss: 5.449 loss_ce: 0.2653 loss_bbox: 0.1807 loss_giou: 0.3166 loss_ce_0: 0.4837 loss_bbox_0: 0.3132 loss_giou_0: 0.4737 loss_ce_1: 0.367 loss_bbox_1: 0.2192 loss_giou_1: 0.3541 loss_ce_2: 0.2952 loss_bbox_2: 0.1995 loss_giou_2: 0.3386 loss_ce_3: 0.2804 loss_bbox_3: 0.1866 loss_giou_3: 0.3268 loss_ce_4: 0.2591 loss_bbox_4: 0.1834 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:52] d2.utils.events INFO: eta: 11:37:51 iter: 301219 total_loss: 5.133 loss_ce: 0.2478 loss_bbox: 0.1704 loss_giou: 0.311 loss_ce_0: 0.4801 loss_bbox_0: 0.2856 loss_giou_0: 0.4741 loss_ce_1: 0.375 loss_bbox_1: 0.1949 loss_giou_1: 0.3412 loss_ce_2: 0.2973 loss_bbox_2: 0.1809 loss_giou_2: 0.3262 loss_ce_3: 0.2675 loss_bbox_3: 0.1744 loss_giou_3: 0.3159 loss_ce_4: 0.251 loss_bbox_4: 0.1715 loss_giou_4: 0.3107 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 13:47:57] d2.utils.events INFO: eta: 11:37:26 iter: 301239 total_loss: 5.337 loss_ce: 0.2568 loss_bbox: 0.1631 loss_giou: 0.3273 loss_ce_0: 0.4743 loss_bbox_0: 0.2785 loss_giou_0: 0.5018 loss_ce_1: 0.3627 loss_bbox_1: 0.1961 loss_giou_1: 0.3753 loss_ce_2: 0.3074 loss_bbox_2: 0.1785 loss_giou_2: 0.3505 loss_ce_3: 0.2592 loss_bbox_3: 0.1725 loss_giou_3: 0.3421 loss_ce_4: 0.2608 loss_bbox_4: 0.1676 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:03] d2.utils.events INFO: eta: 11:37:07 iter: 301259 total_loss: 5.352 loss_ce: 0.2684 loss_bbox: 0.1805 loss_giou: 0.3069 loss_ce_0: 0.4684 loss_bbox_0: 0.3034 loss_giou_0: 0.48 loss_ce_1: 0.3697 loss_bbox_1: 0.2133 loss_giou_1: 0.3575 loss_ce_2: 0.3068 loss_bbox_2: 0.1897 loss_giou_2: 0.3301 loss_ce_3: 0.2782 loss_bbox_3: 0.1857 loss_giou_3: 0.3194 loss_ce_4: 0.2659 loss_bbox_4: 0.1863 loss_giou_4: 0.3081 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:08] d2.utils.events INFO: eta: 11:36:41 iter: 301279 total_loss: 5.123 loss_ce: 0.2567 loss_bbox: 0.1697 loss_giou: 0.3155 loss_ce_0: 0.4642 loss_bbox_0: 0.292 loss_giou_0: 0.5037 loss_ce_1: 0.3524 loss_bbox_1: 0.1958 loss_giou_1: 0.3674 loss_ce_2: 0.3091 loss_bbox_2: 0.1816 loss_giou_2: 0.335 loss_ce_3: 0.2813 loss_bbox_3: 0.1754 loss_giou_3: 0.3247 loss_ce_4: 0.2628 loss_bbox_4: 0.1712 loss_giou_4: 0.3194 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:14] d2.utils.events INFO: eta: 11:36:20 iter: 301299 total_loss: 5.382 loss_ce: 0.2493 loss_bbox: 0.1746 loss_giou: 0.3556 loss_ce_0: 0.457 loss_bbox_0: 0.2855 loss_giou_0: 0.5077 loss_ce_1: 0.3373 loss_bbox_1: 0.2004 loss_giou_1: 0.3939 loss_ce_2: 0.285 loss_bbox_2: 0.1889 loss_giou_2: 0.3646 loss_ce_3: 0.2649 loss_bbox_3: 0.1802 loss_giou_3: 0.3597 loss_ce_4: 0.2568 loss_bbox_4: 0.1775 loss_giou_4: 0.3599 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:20] d2.utils.events INFO: eta: 11:36:15 iter: 301319 total_loss: 5.19 loss_ce: 0.242 loss_bbox: 0.1579 loss_giou: 0.3012 loss_ce_0: 0.4698 loss_bbox_0: 0.2931 loss_giou_0: 0.4912 loss_ce_1: 0.3806 loss_bbox_1: 0.2037 loss_giou_1: 0.3478 loss_ce_2: 0.3051 loss_bbox_2: 0.1735 loss_giou_2: 0.3167 loss_ce_3: 0.2513 loss_bbox_3: 0.1654 loss_giou_3: 0.3049 loss_ce_4: 0.238 loss_bbox_4: 0.1604 loss_giou_4: 0.3029 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:26] d2.utils.events INFO: eta: 11:36:20 iter: 301339 total_loss: 5.479 loss_ce: 0.2848 loss_bbox: 0.1685 loss_giou: 0.3396 loss_ce_0: 0.4714 loss_bbox_0: 0.2896 loss_giou_0: 0.5057 loss_ce_1: 0.3967 loss_bbox_1: 0.2022 loss_giou_1: 0.3862 loss_ce_2: 0.3449 loss_bbox_2: 0.1858 loss_giou_2: 0.3545 loss_ce_3: 0.3022 loss_bbox_3: 0.1786 loss_giou_3: 0.346 loss_ce_4: 0.2854 loss_bbox_4: 0.1735 loss_giou_4: 0.3438 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:31] d2.utils.events INFO: eta: 11:36:14 iter: 301359 total_loss: 5.384 loss_ce: 0.2578 loss_bbox: 0.167 loss_giou: 0.3305 loss_ce_0: 0.4873 loss_bbox_0: 0.2857 loss_giou_0: 0.5229 loss_ce_1: 0.3772 loss_bbox_1: 0.2005 loss_giou_1: 0.3838 loss_ce_2: 0.3219 loss_bbox_2: 0.1813 loss_giou_2: 0.3542 loss_ce_3: 0.2751 loss_bbox_3: 0.1724 loss_giou_3: 0.3475 loss_ce_4: 0.2682 loss_bbox_4: 0.1698 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:37] d2.utils.events INFO: eta: 11:36:06 iter: 301379 total_loss: 5.197 loss_ce: 0.2314 loss_bbox: 0.1812 loss_giou: 0.3193 loss_ce_0: 0.4839 loss_bbox_0: 0.3033 loss_giou_0: 0.4847 loss_ce_1: 0.3534 loss_bbox_1: 0.2078 loss_giou_1: 0.3585 loss_ce_2: 0.2795 loss_bbox_2: 0.1919 loss_giou_2: 0.3339 loss_ce_3: 0.2466 loss_bbox_3: 0.1848 loss_giou_3: 0.3269 loss_ce_4: 0.2314 loss_bbox_4: 0.1825 loss_giou_4: 0.3227 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:43] d2.utils.events INFO: eta: 11:35:52 iter: 301399 total_loss: 5.662 loss_ce: 0.2753 loss_bbox: 0.1766 loss_giou: 0.3362 loss_ce_0: 0.4764 loss_bbox_0: 0.3081 loss_giou_0: 0.4924 loss_ce_1: 0.3855 loss_bbox_1: 0.2191 loss_giou_1: 0.3811 loss_ce_2: 0.3312 loss_bbox_2: 0.1993 loss_giou_2: 0.3531 loss_ce_3: 0.2926 loss_bbox_3: 0.1901 loss_giou_3: 0.3443 loss_ce_4: 0.2792 loss_bbox_4: 0.1855 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:48] d2.utils.events INFO: eta: 11:35:44 iter: 301419 total_loss: 5.556 loss_ce: 0.2633 loss_bbox: 0.1817 loss_giou: 0.3279 loss_ce_0: 0.4728 loss_bbox_0: 0.309 loss_giou_0: 0.5044 loss_ce_1: 0.3641 loss_bbox_1: 0.2117 loss_giou_1: 0.3769 loss_ce_2: 0.312 loss_bbox_2: 0.2052 loss_giou_2: 0.3475 loss_ce_3: 0.2839 loss_bbox_3: 0.1904 loss_giou_3: 0.3331 loss_ce_4: 0.2706 loss_bbox_4: 0.1849 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 13:48:54] d2.utils.events INFO: eta: 11:35:49 iter: 301439 total_loss: 5.29 loss_ce: 0.2524 loss_bbox: 0.1647 loss_giou: 0.3225 loss_ce_0: 0.4601 loss_bbox_0: 0.2801 loss_giou_0: 0.5014 loss_ce_1: 0.3643 loss_bbox_1: 0.1927 loss_giou_1: 0.368 loss_ce_2: 0.3041 loss_bbox_2: 0.1844 loss_giou_2: 0.3409 loss_ce_3: 0.2722 loss_bbox_3: 0.1752 loss_giou_3: 0.3338 loss_ce_4: 0.2552 loss_bbox_4: 0.1698 loss_giou_4: 0.3262 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:00] d2.utils.events INFO: eta: 11:35:43 iter: 301459 total_loss: 5.248 loss_ce: 0.2732 loss_bbox: 0.1692 loss_giou: 0.3272 loss_ce_0: 0.4769 loss_bbox_0: 0.2985 loss_giou_0: 0.5 loss_ce_1: 0.372 loss_bbox_1: 0.2043 loss_giou_1: 0.3686 loss_ce_2: 0.3161 loss_bbox_2: 0.1832 loss_giou_2: 0.3445 loss_ce_3: 0.2837 loss_bbox_3: 0.1711 loss_giou_3: 0.3323 loss_ce_4: 0.2683 loss_bbox_4: 0.1694 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:06] d2.utils.events INFO: eta: 11:35:37 iter: 301479 total_loss: 5.39 loss_ce: 0.2728 loss_bbox: 0.1836 loss_giou: 0.3168 loss_ce_0: 0.4874 loss_bbox_0: 0.2955 loss_giou_0: 0.5078 loss_ce_1: 0.3777 loss_bbox_1: 0.207 loss_giou_1: 0.3667 loss_ce_2: 0.3112 loss_bbox_2: 0.1932 loss_giou_2: 0.3329 loss_ce_3: 0.2877 loss_bbox_3: 0.1902 loss_giou_3: 0.3227 loss_ce_4: 0.2741 loss_bbox_4: 0.1818 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:11] d2.utils.events INFO: eta: 11:35:33 iter: 301499 total_loss: 5.377 loss_ce: 0.2689 loss_bbox: 0.1704 loss_giou: 0.3027 loss_ce_0: 0.4882 loss_bbox_0: 0.3029 loss_giou_0: 0.4692 loss_ce_1: 0.3715 loss_bbox_1: 0.2021 loss_giou_1: 0.3577 loss_ce_2: 0.3102 loss_bbox_2: 0.1839 loss_giou_2: 0.3212 loss_ce_3: 0.2796 loss_bbox_3: 0.1721 loss_giou_3: 0.3143 loss_ce_4: 0.2754 loss_bbox_4: 0.1724 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:17] d2.utils.events INFO: eta: 11:35:29 iter: 301519 total_loss: 5.438 loss_ce: 0.2682 loss_bbox: 0.1769 loss_giou: 0.3151 loss_ce_0: 0.5032 loss_bbox_0: 0.2949 loss_giou_0: 0.4797 loss_ce_1: 0.3812 loss_bbox_1: 0.2096 loss_giou_1: 0.3616 loss_ce_2: 0.3151 loss_bbox_2: 0.1923 loss_giou_2: 0.3275 loss_ce_3: 0.2786 loss_bbox_3: 0.1776 loss_giou_3: 0.319 loss_ce_4: 0.2694 loss_bbox_4: 0.1767 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:23] d2.utils.events INFO: eta: 11:35:23 iter: 301539 total_loss: 5.342 loss_ce: 0.2568 loss_bbox: 0.1815 loss_giou: 0.3213 loss_ce_0: 0.4868 loss_bbox_0: 0.3085 loss_giou_0: 0.4941 loss_ce_1: 0.3594 loss_bbox_1: 0.2113 loss_giou_1: 0.368 loss_ce_2: 0.2984 loss_bbox_2: 0.1928 loss_giou_2: 0.3511 loss_ce_3: 0.2759 loss_bbox_3: 0.1881 loss_giou_3: 0.338 loss_ce_4: 0.2595 loss_bbox_4: 0.1822 loss_giou_4: 0.3332 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:28] d2.utils.events INFO: eta: 11:35:19 iter: 301559 total_loss: 5.483 loss_ce: 0.258 loss_bbox: 0.1711 loss_giou: 0.3452 loss_ce_0: 0.4757 loss_bbox_0: 0.2954 loss_giou_0: 0.5191 loss_ce_1: 0.363 loss_bbox_1: 0.2115 loss_giou_1: 0.3959 loss_ce_2: 0.314 loss_bbox_2: 0.1881 loss_giou_2: 0.3655 loss_ce_3: 0.2742 loss_bbox_3: 0.1819 loss_giou_3: 0.3577 loss_ce_4: 0.2666 loss_bbox_4: 0.1713 loss_giou_4: 0.3517 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:34] d2.utils.events INFO: eta: 11:35:22 iter: 301579 total_loss: 5.262 loss_ce: 0.2556 loss_bbox: 0.1807 loss_giou: 0.3429 loss_ce_0: 0.4702 loss_bbox_0: 0.3035 loss_giou_0: 0.5232 loss_ce_1: 0.3704 loss_bbox_1: 0.2132 loss_giou_1: 0.3839 loss_ce_2: 0.307 loss_bbox_2: 0.1949 loss_giou_2: 0.3508 loss_ce_3: 0.2709 loss_bbox_3: 0.188 loss_giou_3: 0.3414 loss_ce_4: 0.2546 loss_bbox_4: 0.1851 loss_giou_4: 0.3447 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:40] d2.utils.events INFO: eta: 11:35:08 iter: 301599 total_loss: 5.515 loss_ce: 0.2769 loss_bbox: 0.1695 loss_giou: 0.3291 loss_ce_0: 0.4797 loss_bbox_0: 0.3032 loss_giou_0: 0.4928 loss_ce_1: 0.3798 loss_bbox_1: 0.2096 loss_giou_1: 0.3683 loss_ce_2: 0.3296 loss_bbox_2: 0.1856 loss_giou_2: 0.3427 loss_ce_3: 0.2907 loss_bbox_3: 0.178 loss_giou_3: 0.3336 loss_ce_4: 0.2768 loss_bbox_4: 0.1745 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:45] d2.utils.events INFO: eta: 11:35:06 iter: 301619 total_loss: 5.308 loss_ce: 0.2682 loss_bbox: 0.1778 loss_giou: 0.2926 loss_ce_0: 0.4779 loss_bbox_0: 0.3021 loss_giou_0: 0.4751 loss_ce_1: 0.3893 loss_bbox_1: 0.2095 loss_giou_1: 0.3397 loss_ce_2: 0.3121 loss_bbox_2: 0.1915 loss_giou_2: 0.3118 loss_ce_3: 0.2891 loss_bbox_3: 0.1861 loss_giou_3: 0.3047 loss_ce_4: 0.2792 loss_bbox_4: 0.1782 loss_giou_4: 0.2916 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:51] d2.utils.events INFO: eta: 11:34:54 iter: 301639 total_loss: 5.654 loss_ce: 0.2889 loss_bbox: 0.1748 loss_giou: 0.3379 loss_ce_0: 0.4894 loss_bbox_0: 0.2911 loss_giou_0: 0.5172 loss_ce_1: 0.3905 loss_bbox_1: 0.2082 loss_giou_1: 0.3895 loss_ce_2: 0.3257 loss_bbox_2: 0.1894 loss_giou_2: 0.3665 loss_ce_3: 0.3039 loss_bbox_3: 0.1822 loss_giou_3: 0.3513 loss_ce_4: 0.2897 loss_bbox_4: 0.1781 loss_giou_4: 0.3415 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 13:49:57] d2.utils.events INFO: eta: 11:34:45 iter: 301659 total_loss: 5.295 loss_ce: 0.2699 loss_bbox: 0.1631 loss_giou: 0.3243 loss_ce_0: 0.4909 loss_bbox_0: 0.2889 loss_giou_0: 0.5132 loss_ce_1: 0.3796 loss_bbox_1: 0.194 loss_giou_1: 0.3831 loss_ce_2: 0.3265 loss_bbox_2: 0.1751 loss_giou_2: 0.3466 loss_ce_3: 0.2922 loss_bbox_3: 0.1698 loss_giou_3: 0.338 loss_ce_4: 0.2748 loss_bbox_4: 0.1656 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:02] d2.utils.events INFO: eta: 11:34:23 iter: 301679 total_loss: 5.26 loss_ce: 0.2665 loss_bbox: 0.1734 loss_giou: 0.3116 loss_ce_0: 0.4709 loss_bbox_0: 0.2888 loss_giou_0: 0.4819 loss_ce_1: 0.3552 loss_bbox_1: 0.2036 loss_giou_1: 0.35 loss_ce_2: 0.3003 loss_bbox_2: 0.1836 loss_giou_2: 0.3318 loss_ce_3: 0.2733 loss_bbox_3: 0.179 loss_giou_3: 0.3226 loss_ce_4: 0.2598 loss_bbox_4: 0.1722 loss_giou_4: 0.3144 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:08] d2.utils.events INFO: eta: 11:34:15 iter: 301699 total_loss: 5.35 loss_ce: 0.2689 loss_bbox: 0.1737 loss_giou: 0.3187 loss_ce_0: 0.4743 loss_bbox_0: 0.3059 loss_giou_0: 0.4883 loss_ce_1: 0.3694 loss_bbox_1: 0.2068 loss_giou_1: 0.3649 loss_ce_2: 0.3058 loss_bbox_2: 0.1907 loss_giou_2: 0.3394 loss_ce_3: 0.2856 loss_bbox_3: 0.1839 loss_giou_3: 0.3314 loss_ce_4: 0.2719 loss_bbox_4: 0.1777 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:14] d2.utils.events INFO: eta: 11:34:09 iter: 301719 total_loss: 5.353 loss_ce: 0.2467 loss_bbox: 0.163 loss_giou: 0.307 loss_ce_0: 0.4852 loss_bbox_0: 0.2894 loss_giou_0: 0.4757 loss_ce_1: 0.3713 loss_bbox_1: 0.1914 loss_giou_1: 0.3559 loss_ce_2: 0.2967 loss_bbox_2: 0.1771 loss_giou_2: 0.3213 loss_ce_3: 0.2651 loss_bbox_3: 0.1688 loss_giou_3: 0.3132 loss_ce_4: 0.2527 loss_bbox_4: 0.1664 loss_giou_4: 0.3089 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:19] d2.utils.events INFO: eta: 11:34:04 iter: 301739 total_loss: 5.475 loss_ce: 0.2755 loss_bbox: 0.1612 loss_giou: 0.3213 loss_ce_0: 0.4869 loss_bbox_0: 0.3018 loss_giou_0: 0.5182 loss_ce_1: 0.3671 loss_bbox_1: 0.2057 loss_giou_1: 0.3672 loss_ce_2: 0.3218 loss_bbox_2: 0.1794 loss_giou_2: 0.3398 loss_ce_3: 0.2901 loss_bbox_3: 0.1684 loss_giou_3: 0.3286 loss_ce_4: 0.2743 loss_bbox_4: 0.1634 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:25] d2.utils.events INFO: eta: 11:34:04 iter: 301759 total_loss: 5.607 loss_ce: 0.2724 loss_bbox: 0.1809 loss_giou: 0.3162 loss_ce_0: 0.4853 loss_bbox_0: 0.297 loss_giou_0: 0.514 loss_ce_1: 0.3779 loss_bbox_1: 0.2063 loss_giou_1: 0.3732 loss_ce_2: 0.3104 loss_bbox_2: 0.1836 loss_giou_2: 0.3386 loss_ce_3: 0.2878 loss_bbox_3: 0.187 loss_giou_3: 0.3243 loss_ce_4: 0.2676 loss_bbox_4: 0.1825 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:31] d2.utils.events INFO: eta: 11:33:52 iter: 301779 total_loss: 5.575 loss_ce: 0.2797 loss_bbox: 0.177 loss_giou: 0.3201 loss_ce_0: 0.4764 loss_bbox_0: 0.3092 loss_giou_0: 0.4881 loss_ce_1: 0.3675 loss_bbox_1: 0.2083 loss_giou_1: 0.3656 loss_ce_2: 0.315 loss_bbox_2: 0.1993 loss_giou_2: 0.3398 loss_ce_3: 0.2839 loss_bbox_3: 0.1851 loss_giou_3: 0.3301 loss_ce_4: 0.2761 loss_bbox_4: 0.1783 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:36] d2.utils.events INFO: eta: 11:33:42 iter: 301799 total_loss: 5.592 loss_ce: 0.2771 loss_bbox: 0.1778 loss_giou: 0.3374 loss_ce_0: 0.5001 loss_bbox_0: 0.3086 loss_giou_0: 0.5471 loss_ce_1: 0.3873 loss_bbox_1: 0.2078 loss_giou_1: 0.3956 loss_ce_2: 0.3262 loss_bbox_2: 0.1855 loss_giou_2: 0.3616 loss_ce_3: 0.2953 loss_bbox_3: 0.1829 loss_giou_3: 0.3543 loss_ce_4: 0.2784 loss_bbox_4: 0.1811 loss_giou_4: 0.3463 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:42] d2.utils.events INFO: eta: 11:33:42 iter: 301819 total_loss: 5.605 loss_ce: 0.2774 loss_bbox: 0.1939 loss_giou: 0.3217 loss_ce_0: 0.4885 loss_bbox_0: 0.2977 loss_giou_0: 0.5104 loss_ce_1: 0.3722 loss_bbox_1: 0.2134 loss_giou_1: 0.3704 loss_ce_2: 0.3163 loss_bbox_2: 0.2017 loss_giou_2: 0.3412 loss_ce_3: 0.29 loss_bbox_3: 0.1946 loss_giou_3: 0.3336 loss_ce_4: 0.2693 loss_bbox_4: 0.1922 loss_giou_4: 0.3251 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:48] d2.utils.events INFO: eta: 11:33:30 iter: 301839 total_loss: 5.478 loss_ce: 0.2769 loss_bbox: 0.1814 loss_giou: 0.3361 loss_ce_0: 0.495 loss_bbox_0: 0.3007 loss_giou_0: 0.5083 loss_ce_1: 0.371 loss_bbox_1: 0.2166 loss_giou_1: 0.3735 loss_ce_2: 0.3169 loss_bbox_2: 0.1978 loss_giou_2: 0.3496 loss_ce_3: 0.2878 loss_bbox_3: 0.189 loss_giou_3: 0.3471 loss_ce_4: 0.275 loss_bbox_4: 0.1829 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:54] d2.utils.events INFO: eta: 11:33:36 iter: 301859 total_loss: 5.218 loss_ce: 0.2528 loss_bbox: 0.1716 loss_giou: 0.3301 loss_ce_0: 0.4665 loss_bbox_0: 0.2857 loss_giou_0: 0.4996 loss_ce_1: 0.3615 loss_bbox_1: 0.1991 loss_giou_1: 0.3696 loss_ce_2: 0.2911 loss_bbox_2: 0.1791 loss_giou_2: 0.3395 loss_ce_3: 0.2613 loss_bbox_3: 0.176 loss_giou_3: 0.3356 loss_ce_4: 0.2523 loss_bbox_4: 0.1686 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 13:50:59] d2.utils.events INFO: eta: 11:33:30 iter: 301879 total_loss: 5.256 loss_ce: 0.234 loss_bbox: 0.1686 loss_giou: 0.3146 loss_ce_0: 0.4667 loss_bbox_0: 0.2911 loss_giou_0: 0.4734 loss_ce_1: 0.3397 loss_bbox_1: 0.2089 loss_giou_1: 0.3674 loss_ce_2: 0.2951 loss_bbox_2: 0.1838 loss_giou_2: 0.3341 loss_ce_3: 0.2539 loss_bbox_3: 0.1732 loss_giou_3: 0.3236 loss_ce_4: 0.2367 loss_bbox_4: 0.1709 loss_giou_4: 0.3169 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:05] d2.utils.events INFO: eta: 11:33:23 iter: 301899 total_loss: 5.523 loss_ce: 0.2611 loss_bbox: 0.1823 loss_giou: 0.328 loss_ce_0: 0.4788 loss_bbox_0: 0.2948 loss_giou_0: 0.5035 loss_ce_1: 0.3788 loss_bbox_1: 0.2086 loss_giou_1: 0.3859 loss_ce_2: 0.32 loss_bbox_2: 0.1867 loss_giou_2: 0.3507 loss_ce_3: 0.2851 loss_bbox_3: 0.1876 loss_giou_3: 0.3442 loss_ce_4: 0.2554 loss_bbox_4: 0.1854 loss_giou_4: 0.3386 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:11] d2.utils.events INFO: eta: 11:33:23 iter: 301919 total_loss: 5.281 loss_ce: 0.2598 loss_bbox: 0.1653 loss_giou: 0.3064 loss_ce_0: 0.4848 loss_bbox_0: 0.2907 loss_giou_0: 0.469 loss_ce_1: 0.3438 loss_bbox_1: 0.1995 loss_giou_1: 0.3518 loss_ce_2: 0.2961 loss_bbox_2: 0.1738 loss_giou_2: 0.3182 loss_ce_3: 0.2705 loss_bbox_3: 0.1709 loss_giou_3: 0.3074 loss_ce_4: 0.2579 loss_bbox_4: 0.1719 loss_giou_4: 0.3083 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:16] d2.utils.events INFO: eta: 11:33:12 iter: 301939 total_loss: 5.908 loss_ce: 0.2797 loss_bbox: 0.1895 loss_giou: 0.3539 loss_ce_0: 0.5057 loss_bbox_0: 0.2959 loss_giou_0: 0.5136 loss_ce_1: 0.3915 loss_bbox_1: 0.2181 loss_giou_1: 0.3979 loss_ce_2: 0.3387 loss_bbox_2: 0.2063 loss_giou_2: 0.3718 loss_ce_3: 0.298 loss_bbox_3: 0.1996 loss_giou_3: 0.364 loss_ce_4: 0.2831 loss_bbox_4: 0.1893 loss_giou_4: 0.3554 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:22] d2.utils.events INFO: eta: 11:33:01 iter: 301959 total_loss: 5.268 loss_ce: 0.2498 loss_bbox: 0.1632 loss_giou: 0.3075 loss_ce_0: 0.4862 loss_bbox_0: 0.2848 loss_giou_0: 0.4535 loss_ce_1: 0.3815 loss_bbox_1: 0.1998 loss_giou_1: 0.3411 loss_ce_2: 0.3133 loss_bbox_2: 0.1734 loss_giou_2: 0.3158 loss_ce_3: 0.281 loss_bbox_3: 0.1725 loss_giou_3: 0.3055 loss_ce_4: 0.2555 loss_bbox_4: 0.1643 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:28] d2.utils.events INFO: eta: 11:32:57 iter: 301979 total_loss: 5.255 loss_ce: 0.2471 loss_bbox: 0.1667 loss_giou: 0.3195 loss_ce_0: 0.4709 loss_bbox_0: 0.2806 loss_giou_0: 0.4926 loss_ce_1: 0.3684 loss_bbox_1: 0.1968 loss_giou_1: 0.3763 loss_ce_2: 0.3058 loss_bbox_2: 0.1819 loss_giou_2: 0.3397 loss_ce_3: 0.2775 loss_bbox_3: 0.1806 loss_giou_3: 0.3278 loss_ce_4: 0.2582 loss_bbox_4: 0.1716 loss_giou_4: 0.32 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:33] d2.utils.events INFO: eta: 11:32:56 iter: 301999 total_loss: 5.532 loss_ce: 0.2713 loss_bbox: 0.1787 loss_giou: 0.3198 loss_ce_0: 0.4745 loss_bbox_0: 0.3028 loss_giou_0: 0.4961 loss_ce_1: 0.3748 loss_bbox_1: 0.2169 loss_giou_1: 0.3745 loss_ce_2: 0.3229 loss_bbox_2: 0.1909 loss_giou_2: 0.3429 loss_ce_3: 0.2865 loss_bbox_3: 0.1862 loss_giou_3: 0.3289 loss_ce_4: 0.2767 loss_bbox_4: 0.1817 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:39] d2.utils.events INFO: eta: 11:32:48 iter: 302019 total_loss: 5.2 loss_ce: 0.2527 loss_bbox: 0.1727 loss_giou: 0.3223 loss_ce_0: 0.4665 loss_bbox_0: 0.2958 loss_giou_0: 0.519 loss_ce_1: 0.3455 loss_bbox_1: 0.2043 loss_giou_1: 0.3715 loss_ce_2: 0.2939 loss_bbox_2: 0.1843 loss_giou_2: 0.3394 loss_ce_3: 0.2626 loss_bbox_3: 0.1779 loss_giou_3: 0.3289 loss_ce_4: 0.2559 loss_bbox_4: 0.1713 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:45] d2.utils.events INFO: eta: 11:32:55 iter: 302039 total_loss: 5.344 loss_ce: 0.257 loss_bbox: 0.1697 loss_giou: 0.3248 loss_ce_0: 0.4803 loss_bbox_0: 0.294 loss_giou_0: 0.492 loss_ce_1: 0.3694 loss_bbox_1: 0.2023 loss_giou_1: 0.3676 loss_ce_2: 0.3042 loss_bbox_2: 0.1824 loss_giou_2: 0.3483 loss_ce_3: 0.2695 loss_bbox_3: 0.1746 loss_giou_3: 0.336 loss_ce_4: 0.2557 loss_bbox_4: 0.1705 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:51] d2.utils.events INFO: eta: 11:33:08 iter: 302059 total_loss: 5.322 loss_ce: 0.2516 loss_bbox: 0.1747 loss_giou: 0.3016 loss_ce_0: 0.4686 loss_bbox_0: 0.2901 loss_giou_0: 0.4721 loss_ce_1: 0.3681 loss_bbox_1: 0.2045 loss_giou_1: 0.3473 loss_ce_2: 0.2985 loss_bbox_2: 0.1858 loss_giou_2: 0.323 loss_ce_3: 0.2728 loss_bbox_3: 0.1813 loss_giou_3: 0.3068 loss_ce_4: 0.2538 loss_bbox_4: 0.1743 loss_giou_4: 0.3053 time: 0.2799 data_time: 0.0191 lr: 2.5e-05 max_mem: 5427M [11/03 13:51:56] d2.utils.events INFO: eta: 11:33:03 iter: 302079 total_loss: 5.541 loss_ce: 0.2729 loss_bbox: 0.1747 loss_giou: 0.3155 loss_ce_0: 0.4854 loss_bbox_0: 0.3002 loss_giou_0: 0.4972 loss_ce_1: 0.3763 loss_bbox_1: 0.205 loss_giou_1: 0.3713 loss_ce_2: 0.3162 loss_bbox_2: 0.1878 loss_giou_2: 0.3343 loss_ce_3: 0.2859 loss_bbox_3: 0.1804 loss_giou_3: 0.3265 loss_ce_4: 0.2686 loss_bbox_4: 0.1803 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:02] d2.utils.events INFO: eta: 11:33:07 iter: 302099 total_loss: 5.208 loss_ce: 0.2402 loss_bbox: 0.1691 loss_giou: 0.3231 loss_ce_0: 0.4635 loss_bbox_0: 0.2913 loss_giou_0: 0.495 loss_ce_1: 0.338 loss_bbox_1: 0.213 loss_giou_1: 0.3716 loss_ce_2: 0.2848 loss_bbox_2: 0.1917 loss_giou_2: 0.3472 loss_ce_3: 0.2588 loss_bbox_3: 0.1825 loss_giou_3: 0.3382 loss_ce_4: 0.2366 loss_bbox_4: 0.1706 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:08] d2.utils.events INFO: eta: 11:33:06 iter: 302119 total_loss: 5.429 loss_ce: 0.2645 loss_bbox: 0.1674 loss_giou: 0.3164 loss_ce_0: 0.4805 loss_bbox_0: 0.296 loss_giou_0: 0.5015 loss_ce_1: 0.3755 loss_bbox_1: 0.1976 loss_giou_1: 0.3708 loss_ce_2: 0.3078 loss_bbox_2: 0.1801 loss_giou_2: 0.3381 loss_ce_3: 0.2815 loss_bbox_3: 0.1696 loss_giou_3: 0.3227 loss_ce_4: 0.2594 loss_bbox_4: 0.1693 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:13] d2.utils.events INFO: eta: 11:33:01 iter: 302139 total_loss: 5.453 loss_ce: 0.2622 loss_bbox: 0.1752 loss_giou: 0.3328 loss_ce_0: 0.4733 loss_bbox_0: 0.2993 loss_giou_0: 0.5217 loss_ce_1: 0.3737 loss_bbox_1: 0.2084 loss_giou_1: 0.3748 loss_ce_2: 0.3162 loss_bbox_2: 0.1909 loss_giou_2: 0.3519 loss_ce_3: 0.287 loss_bbox_3: 0.18 loss_giou_3: 0.3431 loss_ce_4: 0.2635 loss_bbox_4: 0.1767 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:19] d2.utils.events INFO: eta: 11:32:51 iter: 302159 total_loss: 5.251 loss_ce: 0.2469 loss_bbox: 0.168 loss_giou: 0.3019 loss_ce_0: 0.4799 loss_bbox_0: 0.2883 loss_giou_0: 0.4712 loss_ce_1: 0.3694 loss_bbox_1: 0.2054 loss_giou_1: 0.3587 loss_ce_2: 0.3068 loss_bbox_2: 0.18 loss_giou_2: 0.3231 loss_ce_3: 0.2602 loss_bbox_3: 0.1736 loss_giou_3: 0.3163 loss_ce_4: 0.2495 loss_bbox_4: 0.1716 loss_giou_4: 0.3065 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:25] d2.utils.events INFO: eta: 11:32:45 iter: 302179 total_loss: 5.283 loss_ce: 0.2566 loss_bbox: 0.1677 loss_giou: 0.3154 loss_ce_0: 0.4625 loss_bbox_0: 0.2822 loss_giou_0: 0.4841 loss_ce_1: 0.355 loss_bbox_1: 0.1931 loss_giou_1: 0.3701 loss_ce_2: 0.3155 loss_bbox_2: 0.1746 loss_giou_2: 0.3306 loss_ce_3: 0.2674 loss_bbox_3: 0.174 loss_giou_3: 0.3224 loss_ce_4: 0.2596 loss_bbox_4: 0.171 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:30] d2.utils.events INFO: eta: 11:32:29 iter: 302199 total_loss: 5.498 loss_ce: 0.2672 loss_bbox: 0.1673 loss_giou: 0.3443 loss_ce_0: 0.4813 loss_bbox_0: 0.2815 loss_giou_0: 0.5273 loss_ce_1: 0.3741 loss_bbox_1: 0.1944 loss_giou_1: 0.3843 loss_ce_2: 0.3041 loss_bbox_2: 0.1792 loss_giou_2: 0.3635 loss_ce_3: 0.2785 loss_bbox_3: 0.1692 loss_giou_3: 0.3543 loss_ce_4: 0.2653 loss_bbox_4: 0.1652 loss_giou_4: 0.349 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:36] d2.utils.events INFO: eta: 11:32:33 iter: 302219 total_loss: 5.257 loss_ce: 0.252 loss_bbox: 0.1753 loss_giou: 0.3089 loss_ce_0: 0.4999 loss_bbox_0: 0.3002 loss_giou_0: 0.4731 loss_ce_1: 0.3749 loss_bbox_1: 0.2066 loss_giou_1: 0.3531 loss_ce_2: 0.3045 loss_bbox_2: 0.1923 loss_giou_2: 0.3275 loss_ce_3: 0.2675 loss_bbox_3: 0.1905 loss_giou_3: 0.3165 loss_ce_4: 0.2557 loss_bbox_4: 0.1799 loss_giou_4: 0.3108 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:42] d2.utils.events INFO: eta: 11:32:18 iter: 302239 total_loss: 5.496 loss_ce: 0.2553 loss_bbox: 0.1777 loss_giou: 0.3396 loss_ce_0: 0.4636 loss_bbox_0: 0.3019 loss_giou_0: 0.5086 loss_ce_1: 0.358 loss_bbox_1: 0.2024 loss_giou_1: 0.3742 loss_ce_2: 0.2987 loss_bbox_2: 0.1839 loss_giou_2: 0.348 loss_ce_3: 0.2725 loss_bbox_3: 0.1861 loss_giou_3: 0.3455 loss_ce_4: 0.2614 loss_bbox_4: 0.1815 loss_giou_4: 0.3419 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:47] d2.utils.events INFO: eta: 11:32:21 iter: 302259 total_loss: 5.413 loss_ce: 0.2597 loss_bbox: 0.1727 loss_giou: 0.3207 loss_ce_0: 0.4726 loss_bbox_0: 0.304 loss_giou_0: 0.5096 loss_ce_1: 0.3737 loss_bbox_1: 0.2048 loss_giou_1: 0.3834 loss_ce_2: 0.2983 loss_bbox_2: 0.1934 loss_giou_2: 0.3437 loss_ce_3: 0.2664 loss_bbox_3: 0.1825 loss_giou_3: 0.3306 loss_ce_4: 0.264 loss_bbox_4: 0.1766 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:53] d2.utils.events INFO: eta: 11:32:19 iter: 302279 total_loss: 5.449 loss_ce: 0.2603 loss_bbox: 0.1731 loss_giou: 0.3264 loss_ce_0: 0.4715 loss_bbox_0: 0.3078 loss_giou_0: 0.5208 loss_ce_1: 0.3704 loss_bbox_1: 0.2068 loss_giou_1: 0.3789 loss_ce_2: 0.3127 loss_bbox_2: 0.1902 loss_giou_2: 0.3523 loss_ce_3: 0.2907 loss_bbox_3: 0.1823 loss_giou_3: 0.3339 loss_ce_4: 0.2639 loss_bbox_4: 0.1763 loss_giou_4: 0.3335 time: 0.2799 data_time: 0.0163 lr: 2.5e-05 max_mem: 5427M [11/03 13:52:59] d2.utils.events INFO: eta: 11:32:24 iter: 302299 total_loss: 5.403 loss_ce: 0.2683 loss_bbox: 0.1634 loss_giou: 0.3355 loss_ce_0: 0.4764 loss_bbox_0: 0.2829 loss_giou_0: 0.5377 loss_ce_1: 0.3725 loss_bbox_1: 0.1937 loss_giou_1: 0.3966 loss_ce_2: 0.3118 loss_bbox_2: 0.1801 loss_giou_2: 0.3615 loss_ce_3: 0.2808 loss_bbox_3: 0.1721 loss_giou_3: 0.35 loss_ce_4: 0.2682 loss_bbox_4: 0.1662 loss_giou_4: 0.341 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:04] d2.utils.events INFO: eta: 11:32:13 iter: 302319 total_loss: 5.519 loss_ce: 0.2621 loss_bbox: 0.1869 loss_giou: 0.3369 loss_ce_0: 0.4855 loss_bbox_0: 0.2997 loss_giou_0: 0.5282 loss_ce_1: 0.3753 loss_bbox_1: 0.214 loss_giou_1: 0.3827 loss_ce_2: 0.3246 loss_bbox_2: 0.1937 loss_giou_2: 0.3519 loss_ce_3: 0.2868 loss_bbox_3: 0.1863 loss_giou_3: 0.3402 loss_ce_4: 0.2606 loss_bbox_4: 0.1867 loss_giou_4: 0.3428 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:10] d2.utils.events INFO: eta: 11:32:08 iter: 302339 total_loss: 5.459 loss_ce: 0.2748 loss_bbox: 0.1767 loss_giou: 0.3105 loss_ce_0: 0.4789 loss_bbox_0: 0.3014 loss_giou_0: 0.472 loss_ce_1: 0.3774 loss_bbox_1: 0.2078 loss_giou_1: 0.3594 loss_ce_2: 0.3113 loss_bbox_2: 0.1943 loss_giou_2: 0.33 loss_ce_3: 0.2938 loss_bbox_3: 0.1877 loss_giou_3: 0.3193 loss_ce_4: 0.2745 loss_bbox_4: 0.1809 loss_giou_4: 0.3101 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:16] d2.utils.events INFO: eta: 11:31:56 iter: 302359 total_loss: 5.604 loss_ce: 0.268 loss_bbox: 0.1779 loss_giou: 0.3456 loss_ce_0: 0.4934 loss_bbox_0: 0.3042 loss_giou_0: 0.5073 loss_ce_1: 0.3865 loss_bbox_1: 0.2115 loss_giou_1: 0.3897 loss_ce_2: 0.3244 loss_bbox_2: 0.1919 loss_giou_2: 0.3575 loss_ce_3: 0.2872 loss_bbox_3: 0.1834 loss_giou_3: 0.3508 loss_ce_4: 0.2745 loss_bbox_4: 0.1789 loss_giou_4: 0.3463 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:21] d2.utils.events INFO: eta: 11:31:47 iter: 302379 total_loss: 5.274 loss_ce: 0.2448 loss_bbox: 0.161 loss_giou: 0.3203 loss_ce_0: 0.4637 loss_bbox_0: 0.2803 loss_giou_0: 0.4934 loss_ce_1: 0.3583 loss_bbox_1: 0.1957 loss_giou_1: 0.3755 loss_ce_2: 0.294 loss_bbox_2: 0.1767 loss_giou_2: 0.3401 loss_ce_3: 0.2624 loss_bbox_3: 0.168 loss_giou_3: 0.3326 loss_ce_4: 0.2438 loss_bbox_4: 0.1642 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:27] d2.utils.events INFO: eta: 11:31:41 iter: 302399 total_loss: 5.415 loss_ce: 0.2712 loss_bbox: 0.1624 loss_giou: 0.3294 loss_ce_0: 0.4916 loss_bbox_0: 0.2999 loss_giou_0: 0.5347 loss_ce_1: 0.3923 loss_bbox_1: 0.199 loss_giou_1: 0.3804 loss_ce_2: 0.3167 loss_bbox_2: 0.1827 loss_giou_2: 0.3532 loss_ce_3: 0.2794 loss_bbox_3: 0.1708 loss_giou_3: 0.338 loss_ce_4: 0.2711 loss_bbox_4: 0.1681 loss_giou_4: 0.3357 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:33] d2.utils.events INFO: eta: 11:31:38 iter: 302419 total_loss: 5.381 loss_ce: 0.2587 loss_bbox: 0.1708 loss_giou: 0.3111 loss_ce_0: 0.4673 loss_bbox_0: 0.2893 loss_giou_0: 0.505 loss_ce_1: 0.3712 loss_bbox_1: 0.2025 loss_giou_1: 0.3631 loss_ce_2: 0.3058 loss_bbox_2: 0.1909 loss_giou_2: 0.3318 loss_ce_3: 0.2733 loss_bbox_3: 0.179 loss_giou_3: 0.3216 loss_ce_4: 0.2544 loss_bbox_4: 0.1724 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:39] d2.utils.events INFO: eta: 11:31:31 iter: 302439 total_loss: 5.208 loss_ce: 0.2568 loss_bbox: 0.1758 loss_giou: 0.3072 loss_ce_0: 0.4852 loss_bbox_0: 0.2924 loss_giou_0: 0.4913 loss_ce_1: 0.3675 loss_bbox_1: 0.2033 loss_giou_1: 0.3459 loss_ce_2: 0.307 loss_bbox_2: 0.1826 loss_giou_2: 0.3253 loss_ce_3: 0.2836 loss_bbox_3: 0.1816 loss_giou_3: 0.3257 loss_ce_4: 0.2604 loss_bbox_4: 0.1785 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:44] d2.utils.events INFO: eta: 11:31:38 iter: 302459 total_loss: 5.4 loss_ce: 0.2615 loss_bbox: 0.1737 loss_giou: 0.3191 loss_ce_0: 0.5005 loss_bbox_0: 0.3051 loss_giou_0: 0.5009 loss_ce_1: 0.3824 loss_bbox_1: 0.2125 loss_giou_1: 0.369 loss_ce_2: 0.3121 loss_bbox_2: 0.1854 loss_giou_2: 0.3338 loss_ce_3: 0.2805 loss_bbox_3: 0.1788 loss_giou_3: 0.3256 loss_ce_4: 0.2703 loss_bbox_4: 0.1751 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0164 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:50] d2.utils.events INFO: eta: 11:31:37 iter: 302479 total_loss: 5.542 loss_ce: 0.2815 loss_bbox: 0.1736 loss_giou: 0.3305 loss_ce_0: 0.5035 loss_bbox_0: 0.2914 loss_giou_0: 0.503 loss_ce_1: 0.3838 loss_bbox_1: 0.1945 loss_giou_1: 0.3815 loss_ce_2: 0.3208 loss_bbox_2: 0.1817 loss_giou_2: 0.3495 loss_ce_3: 0.292 loss_bbox_3: 0.1808 loss_giou_3: 0.3399 loss_ce_4: 0.2839 loss_bbox_4: 0.1773 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/03 13:53:56] d2.utils.events INFO: eta: 11:31:36 iter: 302499 total_loss: 5.671 loss_ce: 0.2793 loss_bbox: 0.1802 loss_giou: 0.33 loss_ce_0: 0.4842 loss_bbox_0: 0.2952 loss_giou_0: 0.5123 loss_ce_1: 0.3894 loss_bbox_1: 0.2045 loss_giou_1: 0.3702 loss_ce_2: 0.3192 loss_bbox_2: 0.1907 loss_giou_2: 0.3494 loss_ce_3: 0.2879 loss_bbox_3: 0.1864 loss_giou_3: 0.3383 loss_ce_4: 0.2848 loss_bbox_4: 0.1818 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:01] d2.utils.events INFO: eta: 11:31:31 iter: 302519 total_loss: 5.693 loss_ce: 0.2675 loss_bbox: 0.1886 loss_giou: 0.3431 loss_ce_0: 0.4895 loss_bbox_0: 0.3126 loss_giou_0: 0.506 loss_ce_1: 0.3706 loss_bbox_1: 0.2184 loss_giou_1: 0.3764 loss_ce_2: 0.3178 loss_bbox_2: 0.1992 loss_giou_2: 0.354 loss_ce_3: 0.2867 loss_bbox_3: 0.1916 loss_giou_3: 0.346 loss_ce_4: 0.2758 loss_bbox_4: 0.1873 loss_giou_4: 0.3428 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:07] d2.utils.events INFO: eta: 11:31:25 iter: 302539 total_loss: 5.24 loss_ce: 0.2762 loss_bbox: 0.1672 loss_giou: 0.3299 loss_ce_0: 0.4882 loss_bbox_0: 0.2903 loss_giou_0: 0.5088 loss_ce_1: 0.3906 loss_bbox_1: 0.2011 loss_giou_1: 0.3737 loss_ce_2: 0.3244 loss_bbox_2: 0.1818 loss_giou_2: 0.3533 loss_ce_3: 0.2983 loss_bbox_3: 0.1726 loss_giou_3: 0.335 loss_ce_4: 0.287 loss_bbox_4: 0.1688 loss_giou_4: 0.3343 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:13] d2.utils.events INFO: eta: 11:31:20 iter: 302559 total_loss: 5.592 loss_ce: 0.2688 loss_bbox: 0.1833 loss_giou: 0.342 loss_ce_0: 0.4959 loss_bbox_0: 0.2979 loss_giou_0: 0.5384 loss_ce_1: 0.3843 loss_bbox_1: 0.2099 loss_giou_1: 0.3901 loss_ce_2: 0.3211 loss_bbox_2: 0.1958 loss_giou_2: 0.3547 loss_ce_3: 0.2915 loss_bbox_3: 0.1864 loss_giou_3: 0.3555 loss_ce_4: 0.2721 loss_bbox_4: 0.1847 loss_giou_4: 0.3467 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:18] d2.utils.events INFO: eta: 11:31:16 iter: 302579 total_loss: 5.543 loss_ce: 0.2898 loss_bbox: 0.1822 loss_giou: 0.328 loss_ce_0: 0.4981 loss_bbox_0: 0.2921 loss_giou_0: 0.5008 loss_ce_1: 0.3878 loss_bbox_1: 0.2137 loss_giou_1: 0.3705 loss_ce_2: 0.3272 loss_bbox_2: 0.1922 loss_giou_2: 0.3438 loss_ce_3: 0.3068 loss_bbox_3: 0.1849 loss_giou_3: 0.3354 loss_ce_4: 0.2951 loss_bbox_4: 0.1846 loss_giou_4: 0.3319 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:24] d2.utils.events INFO: eta: 11:31:09 iter: 302599 total_loss: 5.586 loss_ce: 0.2792 loss_bbox: 0.1821 loss_giou: 0.3417 loss_ce_0: 0.4845 loss_bbox_0: 0.3144 loss_giou_0: 0.5182 loss_ce_1: 0.3806 loss_bbox_1: 0.2138 loss_giou_1: 0.378 loss_ce_2: 0.3196 loss_bbox_2: 0.1968 loss_giou_2: 0.3539 loss_ce_3: 0.297 loss_bbox_3: 0.1882 loss_giou_3: 0.3507 loss_ce_4: 0.2766 loss_bbox_4: 0.1864 loss_giou_4: 0.3433 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:30] d2.utils.events INFO: eta: 11:31:02 iter: 302619 total_loss: 5.302 loss_ce: 0.2613 loss_bbox: 0.1759 loss_giou: 0.3059 loss_ce_0: 0.4823 loss_bbox_0: 0.283 loss_giou_0: 0.4559 loss_ce_1: 0.3734 loss_bbox_1: 0.2014 loss_giou_1: 0.3422 loss_ce_2: 0.3196 loss_bbox_2: 0.1878 loss_giou_2: 0.3211 loss_ce_3: 0.2808 loss_bbox_3: 0.1808 loss_giou_3: 0.3117 loss_ce_4: 0.2686 loss_bbox_4: 0.1776 loss_giou_4: 0.3055 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:36] d2.utils.events INFO: eta: 11:30:57 iter: 302639 total_loss: 5.166 loss_ce: 0.2662 loss_bbox: 0.1757 loss_giou: 0.3059 loss_ce_0: 0.4788 loss_bbox_0: 0.2886 loss_giou_0: 0.4668 loss_ce_1: 0.374 loss_bbox_1: 0.1988 loss_giou_1: 0.3511 loss_ce_2: 0.3103 loss_bbox_2: 0.1856 loss_giou_2: 0.3241 loss_ce_3: 0.2856 loss_bbox_3: 0.1835 loss_giou_3: 0.3194 loss_ce_4: 0.2675 loss_bbox_4: 0.1764 loss_giou_4: 0.3107 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:41] d2.utils.events INFO: eta: 11:30:51 iter: 302659 total_loss: 5.506 loss_ce: 0.2849 loss_bbox: 0.1816 loss_giou: 0.3187 loss_ce_0: 0.4946 loss_bbox_0: 0.3141 loss_giou_0: 0.4695 loss_ce_1: 0.386 loss_bbox_1: 0.2263 loss_giou_1: 0.3661 loss_ce_2: 0.3169 loss_bbox_2: 0.2008 loss_giou_2: 0.3424 loss_ce_3: 0.2944 loss_bbox_3: 0.1941 loss_giou_3: 0.3348 loss_ce_4: 0.2871 loss_bbox_4: 0.1871 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:47] d2.utils.events INFO: eta: 11:30:46 iter: 302679 total_loss: 5.666 loss_ce: 0.268 loss_bbox: 0.1829 loss_giou: 0.35 loss_ce_0: 0.4881 loss_bbox_0: 0.2974 loss_giou_0: 0.5211 loss_ce_1: 0.3742 loss_bbox_1: 0.2145 loss_giou_1: 0.3971 loss_ce_2: 0.314 loss_bbox_2: 0.1998 loss_giou_2: 0.3698 loss_ce_3: 0.2838 loss_bbox_3: 0.1878 loss_giou_3: 0.3617 loss_ce_4: 0.2684 loss_bbox_4: 0.1835 loss_giou_4: 0.3531 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:52] d2.utils.events INFO: eta: 11:30:41 iter: 302699 total_loss: 5.54 loss_ce: 0.2838 loss_bbox: 0.1772 loss_giou: 0.3058 loss_ce_0: 0.4958 loss_bbox_0: 0.3065 loss_giou_0: 0.5019 loss_ce_1: 0.3764 loss_bbox_1: 0.2252 loss_giou_1: 0.3591 loss_ce_2: 0.3185 loss_bbox_2: 0.1948 loss_giou_2: 0.322 loss_ce_3: 0.2984 loss_bbox_3: 0.188 loss_giou_3: 0.3204 loss_ce_4: 0.2789 loss_bbox_4: 0.1778 loss_giou_4: 0.3116 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 13:54:58] d2.utils.events INFO: eta: 11:30:38 iter: 302719 total_loss: 5.753 loss_ce: 0.289 loss_bbox: 0.1865 loss_giou: 0.346 loss_ce_0: 0.5001 loss_bbox_0: 0.2989 loss_giou_0: 0.5483 loss_ce_1: 0.3888 loss_bbox_1: 0.2193 loss_giou_1: 0.4024 loss_ce_2: 0.3388 loss_bbox_2: 0.1992 loss_giou_2: 0.3683 loss_ce_3: 0.309 loss_bbox_3: 0.1924 loss_giou_3: 0.3622 loss_ce_4: 0.2893 loss_bbox_4: 0.1879 loss_giou_4: 0.3573 time: 0.2799 data_time: 0.0178 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:04] d2.utils.events INFO: eta: 11:30:36 iter: 302739 total_loss: 5.324 loss_ce: 0.2514 loss_bbox: 0.1663 loss_giou: 0.317 loss_ce_0: 0.4752 loss_bbox_0: 0.2989 loss_giou_0: 0.4867 loss_ce_1: 0.3702 loss_bbox_1: 0.2002 loss_giou_1: 0.3717 loss_ce_2: 0.2993 loss_bbox_2: 0.1838 loss_giou_2: 0.3378 loss_ce_3: 0.2741 loss_bbox_3: 0.1729 loss_giou_3: 0.3219 loss_ce_4: 0.2542 loss_bbox_4: 0.1683 loss_giou_4: 0.324 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:09] d2.utils.events INFO: eta: 11:30:24 iter: 302759 total_loss: 5.35 loss_ce: 0.2533 loss_bbox: 0.1657 loss_giou: 0.3218 loss_ce_0: 0.4793 loss_bbox_0: 0.2909 loss_giou_0: 0.4946 loss_ce_1: 0.3641 loss_bbox_1: 0.1941 loss_giou_1: 0.3674 loss_ce_2: 0.3076 loss_bbox_2: 0.1813 loss_giou_2: 0.3435 loss_ce_3: 0.2705 loss_bbox_3: 0.1766 loss_giou_3: 0.3361 loss_ce_4: 0.2553 loss_bbox_4: 0.1677 loss_giou_4: 0.3261 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:15] d2.utils.events INFO: eta: 11:30:19 iter: 302779 total_loss: 5.554 loss_ce: 0.2631 loss_bbox: 0.1803 loss_giou: 0.3302 loss_ce_0: 0.4913 loss_bbox_0: 0.285 loss_giou_0: 0.4965 loss_ce_1: 0.3915 loss_bbox_1: 0.2018 loss_giou_1: 0.3815 loss_ce_2: 0.3173 loss_bbox_2: 0.1887 loss_giou_2: 0.3477 loss_ce_3: 0.2818 loss_bbox_3: 0.1882 loss_giou_3: 0.3374 loss_ce_4: 0.2632 loss_bbox_4: 0.1796 loss_giou_4: 0.3328 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:21] d2.utils.events INFO: eta: 11:30:24 iter: 302799 total_loss: 5.382 loss_ce: 0.2789 loss_bbox: 0.1645 loss_giou: 0.3096 loss_ce_0: 0.493 loss_bbox_0: 0.287 loss_giou_0: 0.4755 loss_ce_1: 0.3829 loss_bbox_1: 0.1948 loss_giou_1: 0.3484 loss_ce_2: 0.3267 loss_bbox_2: 0.175 loss_giou_2: 0.3281 loss_ce_3: 0.3032 loss_bbox_3: 0.1677 loss_giou_3: 0.3231 loss_ce_4: 0.2793 loss_bbox_4: 0.1673 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:26] d2.utils.events INFO: eta: 11:30:07 iter: 302819 total_loss: 5.294 loss_ce: 0.2506 loss_bbox: 0.1722 loss_giou: 0.3121 loss_ce_0: 0.4877 loss_bbox_0: 0.2853 loss_giou_0: 0.4729 loss_ce_1: 0.3716 loss_bbox_1: 0.2079 loss_giou_1: 0.3405 loss_ce_2: 0.3078 loss_bbox_2: 0.1877 loss_giou_2: 0.3213 loss_ce_3: 0.2715 loss_bbox_3: 0.1849 loss_giou_3: 0.3183 loss_ce_4: 0.2549 loss_bbox_4: 0.1793 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:32] d2.utils.events INFO: eta: 11:30:02 iter: 302839 total_loss: 5.088 loss_ce: 0.2385 loss_bbox: 0.1726 loss_giou: 0.2931 loss_ce_0: 0.4661 loss_bbox_0: 0.288 loss_giou_0: 0.4638 loss_ce_1: 0.3474 loss_bbox_1: 0.194 loss_giou_1: 0.3284 loss_ce_2: 0.2913 loss_bbox_2: 0.179 loss_giou_2: 0.3072 loss_ce_3: 0.2553 loss_bbox_3: 0.1709 loss_giou_3: 0.2951 loss_ce_4: 0.2446 loss_bbox_4: 0.174 loss_giou_4: 0.2942 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:38] d2.utils.events INFO: eta: 11:29:43 iter: 302859 total_loss: 5.255 loss_ce: 0.2425 loss_bbox: 0.1646 loss_giou: 0.3061 loss_ce_0: 0.4693 loss_bbox_0: 0.28 loss_giou_0: 0.4875 loss_ce_1: 0.3542 loss_bbox_1: 0.198 loss_giou_1: 0.3536 loss_ce_2: 0.2999 loss_bbox_2: 0.1807 loss_giou_2: 0.3203 loss_ce_3: 0.2645 loss_bbox_3: 0.1733 loss_giou_3: 0.3177 loss_ce_4: 0.2472 loss_bbox_4: 0.1671 loss_giou_4: 0.3115 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:43] d2.utils.events INFO: eta: 11:29:25 iter: 302879 total_loss: 5.376 loss_ce: 0.2624 loss_bbox: 0.1751 loss_giou: 0.3097 loss_ce_0: 0.4756 loss_bbox_0: 0.2945 loss_giou_0: 0.4586 loss_ce_1: 0.3824 loss_bbox_1: 0.2085 loss_giou_1: 0.3577 loss_ce_2: 0.3118 loss_bbox_2: 0.1869 loss_giou_2: 0.3258 loss_ce_3: 0.2747 loss_bbox_3: 0.1795 loss_giou_3: 0.3193 loss_ce_4: 0.2585 loss_bbox_4: 0.1772 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:49] d2.utils.events INFO: eta: 11:29:32 iter: 302899 total_loss: 5.776 loss_ce: 0.278 loss_bbox: 0.172 loss_giou: 0.3418 loss_ce_0: 0.4869 loss_bbox_0: 0.287 loss_giou_0: 0.5179 loss_ce_1: 0.3819 loss_bbox_1: 0.2021 loss_giou_1: 0.3854 loss_ce_2: 0.3226 loss_bbox_2: 0.1907 loss_giou_2: 0.3556 loss_ce_3: 0.2933 loss_bbox_3: 0.1827 loss_giou_3: 0.3507 loss_ce_4: 0.2738 loss_bbox_4: 0.1816 loss_giou_4: 0.3455 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 13:55:55] d2.utils.events INFO: eta: 11:29:20 iter: 302919 total_loss: 5.219 loss_ce: 0.2609 loss_bbox: 0.1715 loss_giou: 0.3166 loss_ce_0: 0.4708 loss_bbox_0: 0.3064 loss_giou_0: 0.4907 loss_ce_1: 0.3691 loss_bbox_1: 0.2078 loss_giou_1: 0.3609 loss_ce_2: 0.3037 loss_bbox_2: 0.1836 loss_giou_2: 0.3303 loss_ce_3: 0.2714 loss_bbox_3: 0.1815 loss_giou_3: 0.3247 loss_ce_4: 0.2596 loss_bbox_4: 0.1745 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:01] d2.utils.events INFO: eta: 11:29:32 iter: 302939 total_loss: 4.879 loss_ce: 0.2149 loss_bbox: 0.1749 loss_giou: 0.2902 loss_ce_0: 0.4734 loss_bbox_0: 0.286 loss_giou_0: 0.4595 loss_ce_1: 0.3542 loss_bbox_1: 0.2012 loss_giou_1: 0.3342 loss_ce_2: 0.2653 loss_bbox_2: 0.1829 loss_giou_2: 0.3021 loss_ce_3: 0.2298 loss_bbox_3: 0.1792 loss_giou_3: 0.3 loss_ce_4: 0.2135 loss_bbox_4: 0.1755 loss_giou_4: 0.2955 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:06] d2.utils.events INFO: eta: 11:29:27 iter: 302959 total_loss: 5.333 loss_ce: 0.2625 loss_bbox: 0.1712 loss_giou: 0.3223 loss_ce_0: 0.4753 loss_bbox_0: 0.3042 loss_giou_0: 0.4941 loss_ce_1: 0.3693 loss_bbox_1: 0.2126 loss_giou_1: 0.3621 loss_ce_2: 0.3049 loss_bbox_2: 0.1878 loss_giou_2: 0.3378 loss_ce_3: 0.2813 loss_bbox_3: 0.1842 loss_giou_3: 0.3288 loss_ce_4: 0.2576 loss_bbox_4: 0.1768 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:12] d2.utils.events INFO: eta: 11:29:21 iter: 302979 total_loss: 5.402 loss_ce: 0.2583 loss_bbox: 0.1685 loss_giou: 0.3117 loss_ce_0: 0.4595 loss_bbox_0: 0.284 loss_giou_0: 0.4803 loss_ce_1: 0.3666 loss_bbox_1: 0.2052 loss_giou_1: 0.3661 loss_ce_2: 0.3099 loss_bbox_2: 0.1822 loss_giou_2: 0.3343 loss_ce_3: 0.2741 loss_bbox_3: 0.1736 loss_giou_3: 0.3189 loss_ce_4: 0.2581 loss_bbox_4: 0.1715 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:18] d2.utils.events INFO: eta: 11:29:07 iter: 302999 total_loss: 5.481 loss_ce: 0.2595 loss_bbox: 0.1923 loss_giou: 0.335 loss_ce_0: 0.472 loss_bbox_0: 0.2963 loss_giou_0: 0.4799 loss_ce_1: 0.3736 loss_bbox_1: 0.2152 loss_giou_1: 0.3723 loss_ce_2: 0.3168 loss_bbox_2: 0.1996 loss_giou_2: 0.3474 loss_ce_3: 0.2959 loss_bbox_3: 0.1932 loss_giou_3: 0.3412 loss_ce_4: 0.2705 loss_bbox_4: 0.194 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:23] d2.utils.events INFO: eta: 11:28:51 iter: 303019 total_loss: 5.431 loss_ce: 0.2617 loss_bbox: 0.177 loss_giou: 0.3204 loss_ce_0: 0.481 loss_bbox_0: 0.3008 loss_giou_0: 0.505 loss_ce_1: 0.3627 loss_bbox_1: 0.2056 loss_giou_1: 0.3721 loss_ce_2: 0.3057 loss_bbox_2: 0.1934 loss_giou_2: 0.338 loss_ce_3: 0.2797 loss_bbox_3: 0.184 loss_giou_3: 0.3324 loss_ce_4: 0.2604 loss_bbox_4: 0.1829 loss_giou_4: 0.3284 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:29] d2.utils.events INFO: eta: 11:28:27 iter: 303039 total_loss: 5.515 loss_ce: 0.2737 loss_bbox: 0.1672 loss_giou: 0.3253 loss_ce_0: 0.4977 loss_bbox_0: 0.2824 loss_giou_0: 0.516 loss_ce_1: 0.3969 loss_bbox_1: 0.1904 loss_giou_1: 0.3746 loss_ce_2: 0.3313 loss_bbox_2: 0.1771 loss_giou_2: 0.3456 loss_ce_3: 0.3055 loss_bbox_3: 0.1663 loss_giou_3: 0.3338 loss_ce_4: 0.2857 loss_bbox_4: 0.1667 loss_giou_4: 0.3291 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:35] d2.utils.events INFO: eta: 11:28:07 iter: 303059 total_loss: 5.31 loss_ce: 0.2526 loss_bbox: 0.164 loss_giou: 0.3108 loss_ce_0: 0.4736 loss_bbox_0: 0.2859 loss_giou_0: 0.4949 loss_ce_1: 0.3676 loss_bbox_1: 0.1932 loss_giou_1: 0.3694 loss_ce_2: 0.3069 loss_bbox_2: 0.176 loss_giou_2: 0.3312 loss_ce_3: 0.2714 loss_bbox_3: 0.1705 loss_giou_3: 0.323 loss_ce_4: 0.2595 loss_bbox_4: 0.1651 loss_giou_4: 0.3154 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:40] d2.utils.events INFO: eta: 11:27:56 iter: 303079 total_loss: 5.365 loss_ce: 0.2599 loss_bbox: 0.1746 loss_giou: 0.3428 loss_ce_0: 0.4635 loss_bbox_0: 0.2912 loss_giou_0: 0.5129 loss_ce_1: 0.361 loss_bbox_1: 0.2129 loss_giou_1: 0.3868 loss_ce_2: 0.2974 loss_bbox_2: 0.1934 loss_giou_2: 0.3527 loss_ce_3: 0.27 loss_bbox_3: 0.1828 loss_giou_3: 0.3534 loss_ce_4: 0.2629 loss_bbox_4: 0.1786 loss_giou_4: 0.3486 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:46] d2.utils.events INFO: eta: 11:27:46 iter: 303099 total_loss: 5.503 loss_ce: 0.2638 loss_bbox: 0.1709 loss_giou: 0.3311 loss_ce_0: 0.4874 loss_bbox_0: 0.2966 loss_giou_0: 0.5055 loss_ce_1: 0.3785 loss_bbox_1: 0.2093 loss_giou_1: 0.3785 loss_ce_2: 0.2959 loss_bbox_2: 0.1906 loss_giou_2: 0.3444 loss_ce_3: 0.2747 loss_bbox_3: 0.1803 loss_giou_3: 0.3303 loss_ce_4: 0.2672 loss_bbox_4: 0.1738 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:52] d2.utils.events INFO: eta: 11:27:30 iter: 303119 total_loss: 5.135 loss_ce: 0.2451 loss_bbox: 0.1462 loss_giou: 0.3056 loss_ce_0: 0.4697 loss_bbox_0: 0.2666 loss_giou_0: 0.4731 loss_ce_1: 0.3485 loss_bbox_1: 0.1859 loss_giou_1: 0.3461 loss_ce_2: 0.2844 loss_bbox_2: 0.1646 loss_giou_2: 0.3235 loss_ce_3: 0.2608 loss_bbox_3: 0.1594 loss_giou_3: 0.3159 loss_ce_4: 0.2477 loss_bbox_4: 0.1497 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:56:57] d2.utils.events INFO: eta: 11:27:28 iter: 303139 total_loss: 5.417 loss_ce: 0.2594 loss_bbox: 0.1789 loss_giou: 0.3136 loss_ce_0: 0.4897 loss_bbox_0: 0.2973 loss_giou_0: 0.4786 loss_ce_1: 0.3602 loss_bbox_1: 0.2111 loss_giou_1: 0.3579 loss_ce_2: 0.303 loss_bbox_2: 0.1967 loss_giou_2: 0.3324 loss_ce_3: 0.2753 loss_bbox_3: 0.1878 loss_giou_3: 0.3185 loss_ce_4: 0.2671 loss_bbox_4: 0.1809 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:03] d2.utils.events INFO: eta: 11:27:22 iter: 303159 total_loss: 5.565 loss_ce: 0.2697 loss_bbox: 0.1732 loss_giou: 0.3271 loss_ce_0: 0.4805 loss_bbox_0: 0.2966 loss_giou_0: 0.5123 loss_ce_1: 0.3679 loss_bbox_1: 0.2002 loss_giou_1: 0.3781 loss_ce_2: 0.3149 loss_bbox_2: 0.1887 loss_giou_2: 0.3457 loss_ce_3: 0.2851 loss_bbox_3: 0.1886 loss_giou_3: 0.333 loss_ce_4: 0.2649 loss_bbox_4: 0.1795 loss_giou_4: 0.3335 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:09] d2.utils.events INFO: eta: 11:27:22 iter: 303179 total_loss: 5.075 loss_ce: 0.2352 loss_bbox: 0.1641 loss_giou: 0.3162 loss_ce_0: 0.4727 loss_bbox_0: 0.288 loss_giou_0: 0.4829 loss_ce_1: 0.348 loss_bbox_1: 0.1968 loss_giou_1: 0.3708 loss_ce_2: 0.285 loss_bbox_2: 0.1795 loss_giou_2: 0.3274 loss_ce_3: 0.2517 loss_bbox_3: 0.1823 loss_giou_3: 0.3189 loss_ce_4: 0.235 loss_bbox_4: 0.1714 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:14] d2.utils.events INFO: eta: 11:27:24 iter: 303199 total_loss: 5.171 loss_ce: 0.2463 loss_bbox: 0.1689 loss_giou: 0.3076 loss_ce_0: 0.476 loss_bbox_0: 0.2864 loss_giou_0: 0.4912 loss_ce_1: 0.3537 loss_bbox_1: 0.1991 loss_giou_1: 0.3628 loss_ce_2: 0.2965 loss_bbox_2: 0.1768 loss_giou_2: 0.3267 loss_ce_3: 0.2582 loss_bbox_3: 0.1701 loss_giou_3: 0.3163 loss_ce_4: 0.2447 loss_bbox_4: 0.1697 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:20] d2.utils.events INFO: eta: 11:27:18 iter: 303219 total_loss: 5.234 loss_ce: 0.2587 loss_bbox: 0.1671 loss_giou: 0.3246 loss_ce_0: 0.48 loss_bbox_0: 0.2763 loss_giou_0: 0.4828 loss_ce_1: 0.3555 loss_bbox_1: 0.204 loss_giou_1: 0.3568 loss_ce_2: 0.2885 loss_bbox_2: 0.1821 loss_giou_2: 0.3474 loss_ce_3: 0.2624 loss_bbox_3: 0.1737 loss_giou_3: 0.3315 loss_ce_4: 0.2502 loss_bbox_4: 0.1693 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:26] d2.utils.events INFO: eta: 11:27:28 iter: 303239 total_loss: 5.478 loss_ce: 0.2596 loss_bbox: 0.197 loss_giou: 0.3337 loss_ce_0: 0.492 loss_bbox_0: 0.3274 loss_giou_0: 0.4888 loss_ce_1: 0.3816 loss_bbox_1: 0.2299 loss_giou_1: 0.3683 loss_ce_2: 0.3088 loss_bbox_2: 0.2103 loss_giou_2: 0.3443 loss_ce_3: 0.2774 loss_bbox_3: 0.2042 loss_giou_3: 0.3391 loss_ce_4: 0.2582 loss_bbox_4: 0.1986 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:32] d2.utils.events INFO: eta: 11:27:37 iter: 303259 total_loss: 5.24 loss_ce: 0.2617 loss_bbox: 0.1656 loss_giou: 0.3162 loss_ce_0: 0.4799 loss_bbox_0: 0.29 loss_giou_0: 0.4754 loss_ce_1: 0.3788 loss_bbox_1: 0.2004 loss_giou_1: 0.35 loss_ce_2: 0.3221 loss_bbox_2: 0.1766 loss_giou_2: 0.3275 loss_ce_3: 0.2895 loss_bbox_3: 0.1719 loss_giou_3: 0.3254 loss_ce_4: 0.27 loss_bbox_4: 0.1683 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:37] d2.utils.events INFO: eta: 11:27:17 iter: 303279 total_loss: 5.309 loss_ce: 0.26 loss_bbox: 0.1685 loss_giou: 0.3153 loss_ce_0: 0.4771 loss_bbox_0: 0.2896 loss_giou_0: 0.4849 loss_ce_1: 0.3665 loss_bbox_1: 0.2056 loss_giou_1: 0.359 loss_ce_2: 0.3065 loss_bbox_2: 0.1838 loss_giou_2: 0.3314 loss_ce_3: 0.2762 loss_bbox_3: 0.1729 loss_giou_3: 0.3251 loss_ce_4: 0.2569 loss_bbox_4: 0.1677 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:43] d2.utils.events INFO: eta: 11:27:06 iter: 303299 total_loss: 5.058 loss_ce: 0.2244 loss_bbox: 0.1642 loss_giou: 0.3201 loss_ce_0: 0.4627 loss_bbox_0: 0.2853 loss_giou_0: 0.4807 loss_ce_1: 0.3405 loss_bbox_1: 0.1924 loss_giou_1: 0.3595 loss_ce_2: 0.2826 loss_bbox_2: 0.1703 loss_giou_2: 0.3308 loss_ce_3: 0.241 loss_bbox_3: 0.1686 loss_giou_3: 0.3233 loss_ce_4: 0.2237 loss_bbox_4: 0.1632 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:48] d2.utils.events INFO: eta: 11:26:54 iter: 303319 total_loss: 5.007 loss_ce: 0.2382 loss_bbox: 0.1638 loss_giou: 0.3268 loss_ce_0: 0.468 loss_bbox_0: 0.2738 loss_giou_0: 0.4822 loss_ce_1: 0.3429 loss_bbox_1: 0.1907 loss_giou_1: 0.3542 loss_ce_2: 0.2867 loss_bbox_2: 0.1763 loss_giou_2: 0.342 loss_ce_3: 0.2544 loss_bbox_3: 0.1638 loss_giou_3: 0.3272 loss_ce_4: 0.2416 loss_bbox_4: 0.166 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 13:57:54] d2.utils.events INFO: eta: 11:26:44 iter: 303339 total_loss: 5.103 loss_ce: 0.2353 loss_bbox: 0.1657 loss_giou: 0.3043 loss_ce_0: 0.465 loss_bbox_0: 0.2866 loss_giou_0: 0.4802 loss_ce_1: 0.3485 loss_bbox_1: 0.1987 loss_giou_1: 0.3487 loss_ce_2: 0.2887 loss_bbox_2: 0.1859 loss_giou_2: 0.3236 loss_ce_3: 0.2548 loss_bbox_3: 0.1791 loss_giou_3: 0.3157 loss_ce_4: 0.2396 loss_bbox_4: 0.1719 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:00] d2.utils.events INFO: eta: 11:26:47 iter: 303359 total_loss: 5.277 loss_ce: 0.2531 loss_bbox: 0.1685 loss_giou: 0.3185 loss_ce_0: 0.473 loss_bbox_0: 0.2911 loss_giou_0: 0.4799 loss_ce_1: 0.3537 loss_bbox_1: 0.191 loss_giou_1: 0.3619 loss_ce_2: 0.2795 loss_bbox_2: 0.1753 loss_giou_2: 0.332 loss_ce_3: 0.269 loss_bbox_3: 0.1748 loss_giou_3: 0.3356 loss_ce_4: 0.2563 loss_bbox_4: 0.1692 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:06] d2.utils.events INFO: eta: 11:26:42 iter: 303379 total_loss: 5.387 loss_ce: 0.262 loss_bbox: 0.17 loss_giou: 0.3287 loss_ce_0: 0.4672 loss_bbox_0: 0.2847 loss_giou_0: 0.5043 loss_ce_1: 0.3666 loss_bbox_1: 0.1975 loss_giou_1: 0.3683 loss_ce_2: 0.3009 loss_bbox_2: 0.1859 loss_giou_2: 0.3459 loss_ce_3: 0.2679 loss_bbox_3: 0.1738 loss_giou_3: 0.3373 loss_ce_4: 0.2619 loss_bbox_4: 0.1729 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:11] d2.utils.events INFO: eta: 11:26:23 iter: 303399 total_loss: 5.213 loss_ce: 0.2464 loss_bbox: 0.1684 loss_giou: 0.3115 loss_ce_0: 0.4695 loss_bbox_0: 0.3035 loss_giou_0: 0.4796 loss_ce_1: 0.3538 loss_bbox_1: 0.208 loss_giou_1: 0.3648 loss_ce_2: 0.2889 loss_bbox_2: 0.1856 loss_giou_2: 0.3314 loss_ce_3: 0.2696 loss_bbox_3: 0.1762 loss_giou_3: 0.3229 loss_ce_4: 0.2515 loss_bbox_4: 0.1725 loss_giou_4: 0.3167 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:17] d2.utils.events INFO: eta: 11:26:08 iter: 303419 total_loss: 5.438 loss_ce: 0.2683 loss_bbox: 0.173 loss_giou: 0.3244 loss_ce_0: 0.4868 loss_bbox_0: 0.2928 loss_giou_0: 0.4976 loss_ce_1: 0.3705 loss_bbox_1: 0.1994 loss_giou_1: 0.3649 loss_ce_2: 0.3154 loss_bbox_2: 0.1838 loss_giou_2: 0.3411 loss_ce_3: 0.2791 loss_bbox_3: 0.181 loss_giou_3: 0.3353 loss_ce_4: 0.2755 loss_bbox_4: 0.173 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:22] d2.utils.events INFO: eta: 11:25:51 iter: 303439 total_loss: 5.269 loss_ce: 0.2441 loss_bbox: 0.1682 loss_giou: 0.3108 loss_ce_0: 0.4552 loss_bbox_0: 0.2972 loss_giou_0: 0.4817 loss_ce_1: 0.3596 loss_bbox_1: 0.1998 loss_giou_1: 0.3573 loss_ce_2: 0.2928 loss_bbox_2: 0.1846 loss_giou_2: 0.3377 loss_ce_3: 0.2647 loss_bbox_3: 0.1774 loss_giou_3: 0.3228 loss_ce_4: 0.2478 loss_bbox_4: 0.1686 loss_giou_4: 0.315 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:28] d2.utils.events INFO: eta: 11:25:41 iter: 303459 total_loss: 5.522 loss_ce: 0.2605 loss_bbox: 0.1764 loss_giou: 0.328 loss_ce_0: 0.4855 loss_bbox_0: 0.3055 loss_giou_0: 0.5115 loss_ce_1: 0.3728 loss_bbox_1: 0.2155 loss_giou_1: 0.3832 loss_ce_2: 0.3018 loss_bbox_2: 0.199 loss_giou_2: 0.3502 loss_ce_3: 0.271 loss_bbox_3: 0.19 loss_giou_3: 0.3406 loss_ce_4: 0.2563 loss_bbox_4: 0.1818 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:34] d2.utils.events INFO: eta: 11:25:21 iter: 303479 total_loss: 5.178 loss_ce: 0.2657 loss_bbox: 0.1673 loss_giou: 0.3037 loss_ce_0: 0.4803 loss_bbox_0: 0.3046 loss_giou_0: 0.4865 loss_ce_1: 0.3755 loss_bbox_1: 0.2099 loss_giou_1: 0.3522 loss_ce_2: 0.3144 loss_bbox_2: 0.1824 loss_giou_2: 0.3263 loss_ce_3: 0.2729 loss_bbox_3: 0.1813 loss_giou_3: 0.3182 loss_ce_4: 0.2692 loss_bbox_4: 0.1685 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:39] d2.utils.events INFO: eta: 11:25:13 iter: 303499 total_loss: 5.409 loss_ce: 0.2738 loss_bbox: 0.1697 loss_giou: 0.3105 loss_ce_0: 0.4866 loss_bbox_0: 0.299 loss_giou_0: 0.4758 loss_ce_1: 0.3737 loss_bbox_1: 0.2125 loss_giou_1: 0.3473 loss_ce_2: 0.3242 loss_bbox_2: 0.1825 loss_giou_2: 0.3262 loss_ce_3: 0.2866 loss_bbox_3: 0.1768 loss_giou_3: 0.3155 loss_ce_4: 0.2726 loss_bbox_4: 0.1724 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:45] d2.utils.events INFO: eta: 11:25:12 iter: 303519 total_loss: 5.202 loss_ce: 0.2479 loss_bbox: 0.1677 loss_giou: 0.3179 loss_ce_0: 0.4574 loss_bbox_0: 0.2956 loss_giou_0: 0.4842 loss_ce_1: 0.352 loss_bbox_1: 0.1974 loss_giou_1: 0.3636 loss_ce_2: 0.2913 loss_bbox_2: 0.1755 loss_giou_2: 0.3349 loss_ce_3: 0.2615 loss_bbox_3: 0.1691 loss_giou_3: 0.3232 loss_ce_4: 0.2476 loss_bbox_4: 0.1679 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:51] d2.utils.events INFO: eta: 11:25:14 iter: 303539 total_loss: 5.548 loss_ce: 0.2596 loss_bbox: 0.1725 loss_giou: 0.3502 loss_ce_0: 0.4395 loss_bbox_0: 0.2925 loss_giou_0: 0.5434 loss_ce_1: 0.354 loss_bbox_1: 0.2117 loss_giou_1: 0.4041 loss_ce_2: 0.299 loss_bbox_2: 0.1915 loss_giou_2: 0.3735 loss_ce_3: 0.2754 loss_bbox_3: 0.1799 loss_giou_3: 0.3595 loss_ce_4: 0.2553 loss_bbox_4: 0.1737 loss_giou_4: 0.3556 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 13:58:57] d2.utils.events INFO: eta: 11:25:06 iter: 303559 total_loss: 5.678 loss_ce: 0.2569 loss_bbox: 0.1842 loss_giou: 0.3368 loss_ce_0: 0.4693 loss_bbox_0: 0.3225 loss_giou_0: 0.5336 loss_ce_1: 0.3824 loss_bbox_1: 0.2184 loss_giou_1: 0.3939 loss_ce_2: 0.3109 loss_bbox_2: 0.2011 loss_giou_2: 0.3545 loss_ce_3: 0.2754 loss_bbox_3: 0.1918 loss_giou_3: 0.3441 loss_ce_4: 0.2625 loss_bbox_4: 0.1879 loss_giou_4: 0.34 time: 0.2799 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:02] d2.utils.events INFO: eta: 11:24:50 iter: 303579 total_loss: 5.603 loss_ce: 0.2635 loss_bbox: 0.1879 loss_giou: 0.327 loss_ce_0: 0.4854 loss_bbox_0: 0.3062 loss_giou_0: 0.5165 loss_ce_1: 0.3642 loss_bbox_1: 0.2203 loss_giou_1: 0.3898 loss_ce_2: 0.3161 loss_bbox_2: 0.198 loss_giou_2: 0.3475 loss_ce_3: 0.2807 loss_bbox_3: 0.191 loss_giou_3: 0.3315 loss_ce_4: 0.2733 loss_bbox_4: 0.1879 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:08] d2.utils.events INFO: eta: 11:24:48 iter: 303599 total_loss: 5.579 loss_ce: 0.2774 loss_bbox: 0.1807 loss_giou: 0.3318 loss_ce_0: 0.4937 loss_bbox_0: 0.3001 loss_giou_0: 0.5141 loss_ce_1: 0.3746 loss_bbox_1: 0.2151 loss_giou_1: 0.3778 loss_ce_2: 0.3249 loss_bbox_2: 0.1925 loss_giou_2: 0.3536 loss_ce_3: 0.2942 loss_bbox_3: 0.187 loss_giou_3: 0.3441 loss_ce_4: 0.2802 loss_bbox_4: 0.1838 loss_giou_4: 0.3375 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:14] d2.utils.events INFO: eta: 11:24:42 iter: 303619 total_loss: 5.45 loss_ce: 0.261 loss_bbox: 0.173 loss_giou: 0.3169 loss_ce_0: 0.4807 loss_bbox_0: 0.2923 loss_giou_0: 0.5009 loss_ce_1: 0.3709 loss_bbox_1: 0.2041 loss_giou_1: 0.382 loss_ce_2: 0.3051 loss_bbox_2: 0.187 loss_giou_2: 0.333 loss_ce_3: 0.2754 loss_bbox_3: 0.1816 loss_giou_3: 0.3347 loss_ce_4: 0.2599 loss_bbox_4: 0.1736 loss_giou_4: 0.3313 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:19] d2.utils.events INFO: eta: 11:24:30 iter: 303639 total_loss: 5.234 loss_ce: 0.2429 loss_bbox: 0.1691 loss_giou: 0.3086 loss_ce_0: 0.4749 loss_bbox_0: 0.3038 loss_giou_0: 0.4901 loss_ce_1: 0.3673 loss_bbox_1: 0.2011 loss_giou_1: 0.3561 loss_ce_2: 0.2997 loss_bbox_2: 0.1861 loss_giou_2: 0.3302 loss_ce_3: 0.255 loss_bbox_3: 0.1792 loss_giou_3: 0.3226 loss_ce_4: 0.2491 loss_bbox_4: 0.1723 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:25] d2.utils.events INFO: eta: 11:24:25 iter: 303659 total_loss: 5.402 loss_ce: 0.2544 loss_bbox: 0.1705 loss_giou: 0.3213 loss_ce_0: 0.4709 loss_bbox_0: 0.2908 loss_giou_0: 0.5134 loss_ce_1: 0.3673 loss_bbox_1: 0.2062 loss_giou_1: 0.362 loss_ce_2: 0.3006 loss_bbox_2: 0.1847 loss_giou_2: 0.3379 loss_ce_3: 0.2639 loss_bbox_3: 0.1761 loss_giou_3: 0.328 loss_ce_4: 0.2657 loss_bbox_4: 0.1757 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:31] d2.utils.events INFO: eta: 11:24:19 iter: 303679 total_loss: 5.413 loss_ce: 0.2622 loss_bbox: 0.1874 loss_giou: 0.3234 loss_ce_0: 0.488 loss_bbox_0: 0.3108 loss_giou_0: 0.4962 loss_ce_1: 0.3798 loss_bbox_1: 0.2183 loss_giou_1: 0.3601 loss_ce_2: 0.322 loss_bbox_2: 0.2029 loss_giou_2: 0.3346 loss_ce_3: 0.2973 loss_bbox_3: 0.1947 loss_giou_3: 0.3302 loss_ce_4: 0.264 loss_bbox_4: 0.1864 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:36] d2.utils.events INFO: eta: 11:24:19 iter: 303699 total_loss: 5.537 loss_ce: 0.2556 loss_bbox: 0.1673 loss_giou: 0.3298 loss_ce_0: 0.4787 loss_bbox_0: 0.2951 loss_giou_0: 0.5133 loss_ce_1: 0.3713 loss_bbox_1: 0.2047 loss_giou_1: 0.3837 loss_ce_2: 0.2972 loss_bbox_2: 0.1837 loss_giou_2: 0.3513 loss_ce_3: 0.2656 loss_bbox_3: 0.1754 loss_giou_3: 0.3425 loss_ce_4: 0.2571 loss_bbox_4: 0.1723 loss_giou_4: 0.3315 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:42] d2.utils.events INFO: eta: 11:24:11 iter: 303719 total_loss: 5.501 loss_ce: 0.2469 loss_bbox: 0.1833 loss_giou: 0.3363 loss_ce_0: 0.47 loss_bbox_0: 0.308 loss_giou_0: 0.5054 loss_ce_1: 0.3602 loss_bbox_1: 0.2143 loss_giou_1: 0.3758 loss_ce_2: 0.2904 loss_bbox_2: 0.196 loss_giou_2: 0.3495 loss_ce_3: 0.2633 loss_bbox_3: 0.1914 loss_giou_3: 0.3481 loss_ce_4: 0.2607 loss_bbox_4: 0.1873 loss_giou_4: 0.3379 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:48] d2.utils.events INFO: eta: 11:24:08 iter: 303739 total_loss: 5.22 loss_ce: 0.2545 loss_bbox: 0.1636 loss_giou: 0.3244 loss_ce_0: 0.4652 loss_bbox_0: 0.2804 loss_giou_0: 0.5005 loss_ce_1: 0.3695 loss_bbox_1: 0.1918 loss_giou_1: 0.3793 loss_ce_2: 0.2992 loss_bbox_2: 0.1777 loss_giou_2: 0.3515 loss_ce_3: 0.2634 loss_bbox_3: 0.1721 loss_giou_3: 0.3383 loss_ce_4: 0.2536 loss_bbox_4: 0.1662 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:53] d2.utils.events INFO: eta: 11:24:18 iter: 303759 total_loss: 5.469 loss_ce: 0.2586 loss_bbox: 0.1705 loss_giou: 0.3347 loss_ce_0: 0.4741 loss_bbox_0: 0.3064 loss_giou_0: 0.5336 loss_ce_1: 0.3645 loss_bbox_1: 0.2112 loss_giou_1: 0.3973 loss_ce_2: 0.3077 loss_bbox_2: 0.1825 loss_giou_2: 0.3709 loss_ce_3: 0.2766 loss_bbox_3: 0.1719 loss_giou_3: 0.351 loss_ce_4: 0.2603 loss_bbox_4: 0.1708 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 13:59:59] d2.utils.events INFO: eta: 11:24:16 iter: 303779 total_loss: 5.094 loss_ce: 0.226 loss_bbox: 0.1701 loss_giou: 0.3136 loss_ce_0: 0.47 loss_bbox_0: 0.2953 loss_giou_0: 0.4832 loss_ce_1: 0.3635 loss_bbox_1: 0.2053 loss_giou_1: 0.365 loss_ce_2: 0.2844 loss_bbox_2: 0.1876 loss_giou_2: 0.3368 loss_ce_3: 0.242 loss_bbox_3: 0.1787 loss_giou_3: 0.3266 loss_ce_4: 0.2258 loss_bbox_4: 0.1708 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:05] d2.utils.events INFO: eta: 11:24:08 iter: 303799 total_loss: 5.5 loss_ce: 0.2684 loss_bbox: 0.1782 loss_giou: 0.3359 loss_ce_0: 0.4978 loss_bbox_0: 0.3133 loss_giou_0: 0.5228 loss_ce_1: 0.3928 loss_bbox_1: 0.2137 loss_giou_1: 0.3827 loss_ce_2: 0.3276 loss_bbox_2: 0.1958 loss_giou_2: 0.3529 loss_ce_3: 0.2952 loss_bbox_3: 0.1837 loss_giou_3: 0.3433 loss_ce_4: 0.2763 loss_bbox_4: 0.1797 loss_giou_4: 0.3401 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:10] d2.utils.events INFO: eta: 11:24:18 iter: 303819 total_loss: 5.211 loss_ce: 0.2452 loss_bbox: 0.1563 loss_giou: 0.3164 loss_ce_0: 0.4737 loss_bbox_0: 0.2763 loss_giou_0: 0.504 loss_ce_1: 0.369 loss_bbox_1: 0.1943 loss_giou_1: 0.367 loss_ce_2: 0.2995 loss_bbox_2: 0.1724 loss_giou_2: 0.3311 loss_ce_3: 0.273 loss_bbox_3: 0.1634 loss_giou_3: 0.3146 loss_ce_4: 0.2597 loss_bbox_4: 0.1599 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:16] d2.utils.events INFO: eta: 11:24:07 iter: 303839 total_loss: 5.369 loss_ce: 0.2601 loss_bbox: 0.1777 loss_giou: 0.3342 loss_ce_0: 0.481 loss_bbox_0: 0.3001 loss_giou_0: 0.4911 loss_ce_1: 0.3751 loss_bbox_1: 0.2058 loss_giou_1: 0.3677 loss_ce_2: 0.2985 loss_bbox_2: 0.1869 loss_giou_2: 0.3514 loss_ce_3: 0.2794 loss_bbox_3: 0.1796 loss_giou_3: 0.3385 loss_ce_4: 0.2648 loss_bbox_4: 0.1785 loss_giou_4: 0.3385 time: 0.2799 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:22] d2.utils.events INFO: eta: 11:23:53 iter: 303859 total_loss: 5.164 loss_ce: 0.2484 loss_bbox: 0.1769 loss_giou: 0.3142 loss_ce_0: 0.4726 loss_bbox_0: 0.3002 loss_giou_0: 0.4982 loss_ce_1: 0.345 loss_bbox_1: 0.1983 loss_giou_1: 0.3662 loss_ce_2: 0.2933 loss_bbox_2: 0.183 loss_giou_2: 0.3384 loss_ce_3: 0.2589 loss_bbox_3: 0.1737 loss_giou_3: 0.3286 loss_ce_4: 0.2502 loss_bbox_4: 0.1782 loss_giou_4: 0.3199 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:27] d2.utils.events INFO: eta: 11:23:51 iter: 303879 total_loss: 5.367 loss_ce: 0.2687 loss_bbox: 0.1747 loss_giou: 0.3248 loss_ce_0: 0.4942 loss_bbox_0: 0.2926 loss_giou_0: 0.506 loss_ce_1: 0.3687 loss_bbox_1: 0.1987 loss_giou_1: 0.3729 loss_ce_2: 0.3188 loss_bbox_2: 0.1847 loss_giou_2: 0.3449 loss_ce_3: 0.2819 loss_bbox_3: 0.1758 loss_giou_3: 0.3304 loss_ce_4: 0.2766 loss_bbox_4: 0.1768 loss_giou_4: 0.3304 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:33] d2.utils.events INFO: eta: 11:23:39 iter: 303899 total_loss: 5.358 loss_ce: 0.2501 loss_bbox: 0.1764 loss_giou: 0.3229 loss_ce_0: 0.4714 loss_bbox_0: 0.2951 loss_giou_0: 0.5197 loss_ce_1: 0.3529 loss_bbox_1: 0.2057 loss_giou_1: 0.3603 loss_ce_2: 0.2953 loss_bbox_2: 0.1918 loss_giou_2: 0.337 loss_ce_3: 0.261 loss_bbox_3: 0.1841 loss_giou_3: 0.3297 loss_ce_4: 0.2544 loss_bbox_4: 0.1791 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:39] d2.utils.events INFO: eta: 11:23:39 iter: 303919 total_loss: 5.452 loss_ce: 0.283 loss_bbox: 0.1745 loss_giou: 0.3232 loss_ce_0: 0.4785 loss_bbox_0: 0.2876 loss_giou_0: 0.4988 loss_ce_1: 0.3664 loss_bbox_1: 0.2035 loss_giou_1: 0.3828 loss_ce_2: 0.3098 loss_bbox_2: 0.1813 loss_giou_2: 0.3439 loss_ce_3: 0.2832 loss_bbox_3: 0.1742 loss_giou_3: 0.3347 loss_ce_4: 0.2758 loss_bbox_4: 0.1768 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:45] d2.utils.events INFO: eta: 11:23:39 iter: 303939 total_loss: 5.577 loss_ce: 0.264 loss_bbox: 0.1826 loss_giou: 0.3428 loss_ce_0: 0.4765 loss_bbox_0: 0.29 loss_giou_0: 0.5003 loss_ce_1: 0.3655 loss_bbox_1: 0.2072 loss_giou_1: 0.3899 loss_ce_2: 0.3012 loss_bbox_2: 0.192 loss_giou_2: 0.3605 loss_ce_3: 0.2712 loss_bbox_3: 0.1876 loss_giou_3: 0.352 loss_ce_4: 0.2651 loss_bbox_4: 0.1823 loss_giou_4: 0.3453 time: 0.2799 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:50] d2.utils.events INFO: eta: 11:23:42 iter: 303959 total_loss: 5.042 loss_ce: 0.2369 loss_bbox: 0.1678 loss_giou: 0.2961 loss_ce_0: 0.4718 loss_bbox_0: 0.2891 loss_giou_0: 0.475 loss_ce_1: 0.3497 loss_bbox_1: 0.2072 loss_giou_1: 0.3442 loss_ce_2: 0.2934 loss_bbox_2: 0.1826 loss_giou_2: 0.3146 loss_ce_3: 0.2509 loss_bbox_3: 0.1772 loss_giou_3: 0.3046 loss_ce_4: 0.2331 loss_bbox_4: 0.17 loss_giou_4: 0.297 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 14:00:56] d2.utils.events INFO: eta: 11:23:33 iter: 303979 total_loss: 5.236 loss_ce: 0.2393 loss_bbox: 0.1817 loss_giou: 0.3261 loss_ce_0: 0.4678 loss_bbox_0: 0.3098 loss_giou_0: 0.4961 loss_ce_1: 0.3609 loss_bbox_1: 0.2122 loss_giou_1: 0.3743 loss_ce_2: 0.2881 loss_bbox_2: 0.1939 loss_giou_2: 0.3481 loss_ce_3: 0.2583 loss_bbox_3: 0.187 loss_giou_3: 0.3362 loss_ce_4: 0.2439 loss_bbox_4: 0.1845 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:02] d2.utils.events INFO: eta: 11:23:23 iter: 303999 total_loss: 5.477 loss_ce: 0.2503 loss_bbox: 0.1784 loss_giou: 0.3267 loss_ce_0: 0.4799 loss_bbox_0: 0.2934 loss_giou_0: 0.4933 loss_ce_1: 0.365 loss_bbox_1: 0.2109 loss_giou_1: 0.3737 loss_ce_2: 0.3059 loss_bbox_2: 0.1887 loss_giou_2: 0.3445 loss_ce_3: 0.2652 loss_bbox_3: 0.1844 loss_giou_3: 0.3389 loss_ce_4: 0.2541 loss_bbox_4: 0.1778 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:07] d2.utils.events INFO: eta: 11:23:31 iter: 304019 total_loss: 5.112 loss_ce: 0.246 loss_bbox: 0.1716 loss_giou: 0.3072 loss_ce_0: 0.4615 loss_bbox_0: 0.2896 loss_giou_0: 0.4862 loss_ce_1: 0.3456 loss_bbox_1: 0.2006 loss_giou_1: 0.3548 loss_ce_2: 0.2921 loss_bbox_2: 0.1933 loss_giou_2: 0.3326 loss_ce_3: 0.2636 loss_bbox_3: 0.1808 loss_giou_3: 0.3229 loss_ce_4: 0.2509 loss_bbox_4: 0.1752 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:13] d2.utils.events INFO: eta: 11:23:23 iter: 304039 total_loss: 5.429 loss_ce: 0.2614 loss_bbox: 0.1806 loss_giou: 0.3361 loss_ce_0: 0.4797 loss_bbox_0: 0.3058 loss_giou_0: 0.5249 loss_ce_1: 0.3746 loss_bbox_1: 0.2131 loss_giou_1: 0.3886 loss_ce_2: 0.3118 loss_bbox_2: 0.1915 loss_giou_2: 0.3541 loss_ce_3: 0.2781 loss_bbox_3: 0.1852 loss_giou_3: 0.3395 loss_ce_4: 0.2681 loss_bbox_4: 0.18 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0178 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:19] d2.utils.events INFO: eta: 11:23:20 iter: 304059 total_loss: 5.725 loss_ce: 0.2706 loss_bbox: 0.1841 loss_giou: 0.338 loss_ce_0: 0.4811 loss_bbox_0: 0.3081 loss_giou_0: 0.5245 loss_ce_1: 0.3759 loss_bbox_1: 0.2143 loss_giou_1: 0.3951 loss_ce_2: 0.326 loss_bbox_2: 0.1962 loss_giou_2: 0.3572 loss_ce_3: 0.2869 loss_bbox_3: 0.1943 loss_giou_3: 0.3419 loss_ce_4: 0.2688 loss_bbox_4: 0.1869 loss_giou_4: 0.343 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:25] d2.utils.events INFO: eta: 11:23:49 iter: 304079 total_loss: 5.56 loss_ce: 0.2948 loss_bbox: 0.1783 loss_giou: 0.3164 loss_ce_0: 0.5041 loss_bbox_0: 0.3116 loss_giou_0: 0.4779 loss_ce_1: 0.3974 loss_bbox_1: 0.2195 loss_giou_1: 0.3669 loss_ce_2: 0.3481 loss_bbox_2: 0.1984 loss_giou_2: 0.3344 loss_ce_3: 0.3126 loss_bbox_3: 0.1835 loss_giou_3: 0.3233 loss_ce_4: 0.3022 loss_bbox_4: 0.1812 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:30] d2.utils.events INFO: eta: 11:23:41 iter: 304099 total_loss: 5.72 loss_ce: 0.2768 loss_bbox: 0.1821 loss_giou: 0.3261 loss_ce_0: 0.5177 loss_bbox_0: 0.3226 loss_giou_0: 0.5149 loss_ce_1: 0.3927 loss_bbox_1: 0.2321 loss_giou_1: 0.3785 loss_ce_2: 0.33 loss_bbox_2: 0.1946 loss_giou_2: 0.3485 loss_ce_3: 0.3012 loss_bbox_3: 0.1813 loss_giou_3: 0.3364 loss_ce_4: 0.2818 loss_bbox_4: 0.1827 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:36] d2.utils.events INFO: eta: 11:23:35 iter: 304119 total_loss: 5.219 loss_ce: 0.2331 loss_bbox: 0.1637 loss_giou: 0.2915 loss_ce_0: 0.4785 loss_bbox_0: 0.2905 loss_giou_0: 0.4819 loss_ce_1: 0.3603 loss_bbox_1: 0.1981 loss_giou_1: 0.3357 loss_ce_2: 0.2983 loss_bbox_2: 0.1736 loss_giou_2: 0.3078 loss_ce_3: 0.2612 loss_bbox_3: 0.1678 loss_giou_3: 0.3027 loss_ce_4: 0.2398 loss_bbox_4: 0.1665 loss_giou_4: 0.2969 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:42] d2.utils.events INFO: eta: 11:23:02 iter: 304139 total_loss: 5.379 loss_ce: 0.2559 loss_bbox: 0.1818 loss_giou: 0.3206 loss_ce_0: 0.4584 loss_bbox_0: 0.3102 loss_giou_0: 0.4869 loss_ce_1: 0.3744 loss_bbox_1: 0.2215 loss_giou_1: 0.3693 loss_ce_2: 0.3071 loss_bbox_2: 0.1957 loss_giou_2: 0.3434 loss_ce_3: 0.2696 loss_bbox_3: 0.1904 loss_giou_3: 0.3333 loss_ce_4: 0.2543 loss_bbox_4: 0.1833 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:47] d2.utils.events INFO: eta: 11:23:04 iter: 304159 total_loss: 5.353 loss_ce: 0.2716 loss_bbox: 0.1685 loss_giou: 0.3143 loss_ce_0: 0.4951 loss_bbox_0: 0.2891 loss_giou_0: 0.5159 loss_ce_1: 0.3881 loss_bbox_1: 0.1966 loss_giou_1: 0.3709 loss_ce_2: 0.3308 loss_bbox_2: 0.1805 loss_giou_2: 0.3391 loss_ce_3: 0.2884 loss_bbox_3: 0.1743 loss_giou_3: 0.3207 loss_ce_4: 0.278 loss_bbox_4: 0.1684 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:53] d2.utils.events INFO: eta: 11:23:19 iter: 304179 total_loss: 5.414 loss_ce: 0.2629 loss_bbox: 0.1729 loss_giou: 0.3284 loss_ce_0: 0.485 loss_bbox_0: 0.2963 loss_giou_0: 0.5021 loss_ce_1: 0.3826 loss_bbox_1: 0.2121 loss_giou_1: 0.3745 loss_ce_2: 0.3152 loss_bbox_2: 0.1897 loss_giou_2: 0.3506 loss_ce_3: 0.2788 loss_bbox_3: 0.1807 loss_giou_3: 0.3411 loss_ce_4: 0.2733 loss_bbox_4: 0.177 loss_giou_4: 0.3326 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:01:59] d2.utils.events INFO: eta: 11:23:07 iter: 304199 total_loss: 5.897 loss_ce: 0.2862 loss_bbox: 0.1804 loss_giou: 0.3565 loss_ce_0: 0.5108 loss_bbox_0: 0.3129 loss_giou_0: 0.5475 loss_ce_1: 0.3904 loss_bbox_1: 0.2126 loss_giou_1: 0.4034 loss_ce_2: 0.3319 loss_bbox_2: 0.191 loss_giou_2: 0.3741 loss_ce_3: 0.2987 loss_bbox_3: 0.1823 loss_giou_3: 0.3596 loss_ce_4: 0.2924 loss_bbox_4: 0.183 loss_giou_4: 0.3564 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:04] d2.utils.events INFO: eta: 11:23:07 iter: 304219 total_loss: 5.545 loss_ce: 0.2687 loss_bbox: 0.1742 loss_giou: 0.3311 loss_ce_0: 0.495 loss_bbox_0: 0.3002 loss_giou_0: 0.4924 loss_ce_1: 0.3775 loss_bbox_1: 0.2116 loss_giou_1: 0.3758 loss_ce_2: 0.3185 loss_bbox_2: 0.191 loss_giou_2: 0.3524 loss_ce_3: 0.2858 loss_bbox_3: 0.1862 loss_giou_3: 0.3437 loss_ce_4: 0.2745 loss_bbox_4: 0.1802 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:10] d2.utils.events INFO: eta: 11:22:34 iter: 304239 total_loss: 5.215 loss_ce: 0.2481 loss_bbox: 0.1744 loss_giou: 0.3185 loss_ce_0: 0.4904 loss_bbox_0: 0.2783 loss_giou_0: 0.472 loss_ce_1: 0.3674 loss_bbox_1: 0.1973 loss_giou_1: 0.3615 loss_ce_2: 0.291 loss_bbox_2: 0.1786 loss_giou_2: 0.3302 loss_ce_3: 0.2553 loss_bbox_3: 0.1798 loss_giou_3: 0.3244 loss_ce_4: 0.2533 loss_bbox_4: 0.1751 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:16] d2.utils.events INFO: eta: 11:22:13 iter: 304259 total_loss: 5.293 loss_ce: 0.2593 loss_bbox: 0.1581 loss_giou: 0.3266 loss_ce_0: 0.4775 loss_bbox_0: 0.2775 loss_giou_0: 0.5228 loss_ce_1: 0.3787 loss_bbox_1: 0.1891 loss_giou_1: 0.3826 loss_ce_2: 0.3158 loss_bbox_2: 0.1686 loss_giou_2: 0.3424 loss_ce_3: 0.2857 loss_bbox_3: 0.1598 loss_giou_3: 0.3333 loss_ce_4: 0.2626 loss_bbox_4: 0.1602 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:21] d2.utils.events INFO: eta: 11:22:08 iter: 304279 total_loss: 5.224 loss_ce: 0.2533 loss_bbox: 0.1752 loss_giou: 0.3199 loss_ce_0: 0.4774 loss_bbox_0: 0.2959 loss_giou_0: 0.5062 loss_ce_1: 0.3583 loss_bbox_1: 0.2014 loss_giou_1: 0.3657 loss_ce_2: 0.2967 loss_bbox_2: 0.1865 loss_giou_2: 0.3344 loss_ce_3: 0.259 loss_bbox_3: 0.1817 loss_giou_3: 0.3261 loss_ce_4: 0.2495 loss_bbox_4: 0.1787 loss_giou_4: 0.3195 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:27] d2.utils.events INFO: eta: 11:22:10 iter: 304299 total_loss: 5.216 loss_ce: 0.2499 loss_bbox: 0.169 loss_giou: 0.3198 loss_ce_0: 0.471 loss_bbox_0: 0.2834 loss_giou_0: 0.4679 loss_ce_1: 0.3727 loss_bbox_1: 0.1994 loss_giou_1: 0.3615 loss_ce_2: 0.3003 loss_bbox_2: 0.1797 loss_giou_2: 0.3355 loss_ce_3: 0.261 loss_bbox_3: 0.1739 loss_giou_3: 0.3286 loss_ce_4: 0.2508 loss_bbox_4: 0.1669 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:33] d2.utils.events INFO: eta: 11:22:33 iter: 304319 total_loss: 5.208 loss_ce: 0.241 loss_bbox: 0.1699 loss_giou: 0.3283 loss_ce_0: 0.47 loss_bbox_0: 0.2872 loss_giou_0: 0.4907 loss_ce_1: 0.3633 loss_bbox_1: 0.2043 loss_giou_1: 0.3648 loss_ce_2: 0.3007 loss_bbox_2: 0.1792 loss_giou_2: 0.3342 loss_ce_3: 0.2701 loss_bbox_3: 0.1794 loss_giou_3: 0.3341 loss_ce_4: 0.2438 loss_bbox_4: 0.1718 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:38] d2.utils.events INFO: eta: 11:22:34 iter: 304339 total_loss: 5.173 loss_ce: 0.2531 loss_bbox: 0.1707 loss_giou: 0.3285 loss_ce_0: 0.4584 loss_bbox_0: 0.283 loss_giou_0: 0.4991 loss_ce_1: 0.3612 loss_bbox_1: 0.2019 loss_giou_1: 0.3638 loss_ce_2: 0.3018 loss_bbox_2: 0.1832 loss_giou_2: 0.3399 loss_ce_3: 0.2653 loss_bbox_3: 0.1734 loss_giou_3: 0.333 loss_ce_4: 0.2581 loss_bbox_4: 0.1748 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:44] d2.utils.events INFO: eta: 11:22:30 iter: 304359 total_loss: 5.267 loss_ce: 0.2279 loss_bbox: 0.1658 loss_giou: 0.3295 loss_ce_0: 0.4678 loss_bbox_0: 0.2847 loss_giou_0: 0.5117 loss_ce_1: 0.3485 loss_bbox_1: 0.2042 loss_giou_1: 0.3828 loss_ce_2: 0.2878 loss_bbox_2: 0.1808 loss_giou_2: 0.3456 loss_ce_3: 0.249 loss_bbox_3: 0.17 loss_giou_3: 0.3364 loss_ce_4: 0.2342 loss_bbox_4: 0.167 loss_giou_4: 0.3335 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:50] d2.utils.events INFO: eta: 11:22:27 iter: 304379 total_loss: 5.176 loss_ce: 0.2539 loss_bbox: 0.172 loss_giou: 0.2994 loss_ce_0: 0.4597 loss_bbox_0: 0.3017 loss_giou_0: 0.48 loss_ce_1: 0.3577 loss_bbox_1: 0.2015 loss_giou_1: 0.3501 loss_ce_2: 0.2974 loss_bbox_2: 0.1802 loss_giou_2: 0.3151 loss_ce_3: 0.2622 loss_bbox_3: 0.1763 loss_giou_3: 0.3084 loss_ce_4: 0.2486 loss_bbox_4: 0.1765 loss_giou_4: 0.3038 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 14:02:56] d2.utils.events INFO: eta: 11:22:38 iter: 304399 total_loss: 5.127 loss_ce: 0.2379 loss_bbox: 0.1754 loss_giou: 0.322 loss_ce_0: 0.4749 loss_bbox_0: 0.3058 loss_giou_0: 0.5019 loss_ce_1: 0.3532 loss_bbox_1: 0.2091 loss_giou_1: 0.3702 loss_ce_2: 0.2905 loss_bbox_2: 0.1863 loss_giou_2: 0.3357 loss_ce_3: 0.2569 loss_bbox_3: 0.1807 loss_giou_3: 0.3299 loss_ce_4: 0.2412 loss_bbox_4: 0.1755 loss_giou_4: 0.3228 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:01] d2.utils.events INFO: eta: 11:22:43 iter: 304419 total_loss: 5.253 loss_ce: 0.2659 loss_bbox: 0.1668 loss_giou: 0.3162 loss_ce_0: 0.4807 loss_bbox_0: 0.3056 loss_giou_0: 0.5091 loss_ce_1: 0.3791 loss_bbox_1: 0.2101 loss_giou_1: 0.3864 loss_ce_2: 0.3136 loss_bbox_2: 0.1812 loss_giou_2: 0.3473 loss_ce_3: 0.2808 loss_bbox_3: 0.1783 loss_giou_3: 0.3314 loss_ce_4: 0.2649 loss_bbox_4: 0.1686 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:07] d2.utils.events INFO: eta: 11:22:42 iter: 304439 total_loss: 5.168 loss_ce: 0.2645 loss_bbox: 0.1691 loss_giou: 0.3128 loss_ce_0: 0.4638 loss_bbox_0: 0.2816 loss_giou_0: 0.4723 loss_ce_1: 0.3746 loss_bbox_1: 0.1958 loss_giou_1: 0.3536 loss_ce_2: 0.3159 loss_bbox_2: 0.1804 loss_giou_2: 0.3315 loss_ce_3: 0.2731 loss_bbox_3: 0.1761 loss_giou_3: 0.3243 loss_ce_4: 0.268 loss_bbox_4: 0.1703 loss_giou_4: 0.321 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:13] d2.utils.events INFO: eta: 11:22:37 iter: 304459 total_loss: 5.343 loss_ce: 0.2419 loss_bbox: 0.184 loss_giou: 0.3265 loss_ce_0: 0.4648 loss_bbox_0: 0.3049 loss_giou_0: 0.5079 loss_ce_1: 0.3558 loss_bbox_1: 0.2159 loss_giou_1: 0.3741 loss_ce_2: 0.2911 loss_bbox_2: 0.1892 loss_giou_2: 0.3464 loss_ce_3: 0.2543 loss_bbox_3: 0.1848 loss_giou_3: 0.3352 loss_ce_4: 0.2429 loss_bbox_4: 0.1853 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:18] d2.utils.events INFO: eta: 11:22:49 iter: 304479 total_loss: 5.204 loss_ce: 0.2504 loss_bbox: 0.1742 loss_giou: 0.3096 loss_ce_0: 0.4662 loss_bbox_0: 0.2908 loss_giou_0: 0.4643 loss_ce_1: 0.3585 loss_bbox_1: 0.1992 loss_giou_1: 0.3488 loss_ce_2: 0.3065 loss_bbox_2: 0.1825 loss_giou_2: 0.3209 loss_ce_3: 0.2697 loss_bbox_3: 0.1833 loss_giou_3: 0.3161 loss_ce_4: 0.2536 loss_bbox_4: 0.1779 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:24] d2.utils.events INFO: eta: 11:22:28 iter: 304499 total_loss: 5.301 loss_ce: 0.2371 loss_bbox: 0.1656 loss_giou: 0.3248 loss_ce_0: 0.4658 loss_bbox_0: 0.2883 loss_giou_0: 0.5081 loss_ce_1: 0.3523 loss_bbox_1: 0.2007 loss_giou_1: 0.3754 loss_ce_2: 0.2967 loss_bbox_2: 0.1741 loss_giou_2: 0.3425 loss_ce_3: 0.2554 loss_bbox_3: 0.1677 loss_giou_3: 0.3341 loss_ce_4: 0.2463 loss_bbox_4: 0.1688 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:30] d2.utils.events INFO: eta: 11:22:09 iter: 304519 total_loss: 5.378 loss_ce: 0.2347 loss_bbox: 0.1901 loss_giou: 0.3175 loss_ce_0: 0.4723 loss_bbox_0: 0.3133 loss_giou_0: 0.4976 loss_ce_1: 0.3473 loss_bbox_1: 0.2207 loss_giou_1: 0.3713 loss_ce_2: 0.2928 loss_bbox_2: 0.2042 loss_giou_2: 0.3418 loss_ce_3: 0.2519 loss_bbox_3: 0.1936 loss_giou_3: 0.3344 loss_ce_4: 0.2399 loss_bbox_4: 0.1911 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:35] d2.utils.events INFO: eta: 11:21:59 iter: 304539 total_loss: 5.2 loss_ce: 0.2394 loss_bbox: 0.1672 loss_giou: 0.3057 loss_ce_0: 0.4871 loss_bbox_0: 0.2871 loss_giou_0: 0.4825 loss_ce_1: 0.3835 loss_bbox_1: 0.1976 loss_giou_1: 0.3439 loss_ce_2: 0.3057 loss_bbox_2: 0.182 loss_giou_2: 0.3208 loss_ce_3: 0.2628 loss_bbox_3: 0.1712 loss_giou_3: 0.3066 loss_ce_4: 0.2456 loss_bbox_4: 0.1697 loss_giou_4: 0.305 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:41] d2.utils.events INFO: eta: 11:21:57 iter: 304559 total_loss: 5.398 loss_ce: 0.2577 loss_bbox: 0.1738 loss_giou: 0.3309 loss_ce_0: 0.4869 loss_bbox_0: 0.2956 loss_giou_0: 0.5066 loss_ce_1: 0.368 loss_bbox_1: 0.2061 loss_giou_1: 0.3755 loss_ce_2: 0.3039 loss_bbox_2: 0.1824 loss_giou_2: 0.3526 loss_ce_3: 0.2699 loss_bbox_3: 0.1777 loss_giou_3: 0.3438 loss_ce_4: 0.2589 loss_bbox_4: 0.1766 loss_giou_4: 0.3382 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:47] d2.utils.events INFO: eta: 11:21:52 iter: 304579 total_loss: 5.44 loss_ce: 0.2632 loss_bbox: 0.1815 loss_giou: 0.3212 loss_ce_0: 0.4848 loss_bbox_0: 0.3111 loss_giou_0: 0.4914 loss_ce_1: 0.3684 loss_bbox_1: 0.2215 loss_giou_1: 0.3708 loss_ce_2: 0.299 loss_bbox_2: 0.1938 loss_giou_2: 0.3422 loss_ce_3: 0.2832 loss_bbox_3: 0.1915 loss_giou_3: 0.3308 loss_ce_4: 0.2579 loss_bbox_4: 0.183 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:52] d2.utils.events INFO: eta: 11:21:46 iter: 304599 total_loss: 5.341 loss_ce: 0.2572 loss_bbox: 0.1774 loss_giou: 0.3023 loss_ce_0: 0.4846 loss_bbox_0: 0.2963 loss_giou_0: 0.4761 loss_ce_1: 0.3753 loss_bbox_1: 0.213 loss_giou_1: 0.3464 loss_ce_2: 0.3128 loss_bbox_2: 0.1971 loss_giou_2: 0.3237 loss_ce_3: 0.2677 loss_bbox_3: 0.1894 loss_giou_3: 0.3122 loss_ce_4: 0.258 loss_bbox_4: 0.1832 loss_giou_4: 0.3053 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 14:03:58] d2.utils.events INFO: eta: 11:21:41 iter: 304619 total_loss: 5.518 loss_ce: 0.262 loss_bbox: 0.1629 loss_giou: 0.3393 loss_ce_0: 0.488 loss_bbox_0: 0.2892 loss_giou_0: 0.526 loss_ce_1: 0.382 loss_bbox_1: 0.2034 loss_giou_1: 0.4031 loss_ce_2: 0.3194 loss_bbox_2: 0.1873 loss_giou_2: 0.3706 loss_ce_3: 0.2801 loss_bbox_3: 0.1737 loss_giou_3: 0.3489 loss_ce_4: 0.2688 loss_bbox_4: 0.1644 loss_giou_4: 0.3394 time: 0.2799 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:04] d2.utils.events INFO: eta: 11:21:35 iter: 304639 total_loss: 5.507 loss_ce: 0.2632 loss_bbox: 0.1543 loss_giou: 0.3413 loss_ce_0: 0.4947 loss_bbox_0: 0.2752 loss_giou_0: 0.5332 loss_ce_1: 0.3716 loss_bbox_1: 0.1859 loss_giou_1: 0.3877 loss_ce_2: 0.3061 loss_bbox_2: 0.1723 loss_giou_2: 0.3575 loss_ce_3: 0.2746 loss_bbox_3: 0.1686 loss_giou_3: 0.3478 loss_ce_4: 0.2622 loss_bbox_4: 0.1568 loss_giou_4: 0.3439 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:09] d2.utils.events INFO: eta: 11:21:47 iter: 304659 total_loss: 5.688 loss_ce: 0.2714 loss_bbox: 0.169 loss_giou: 0.3359 loss_ce_0: 0.4971 loss_bbox_0: 0.2953 loss_giou_0: 0.5062 loss_ce_1: 0.3861 loss_bbox_1: 0.2068 loss_giou_1: 0.3963 loss_ce_2: 0.3178 loss_bbox_2: 0.1901 loss_giou_2: 0.3599 loss_ce_3: 0.2828 loss_bbox_3: 0.1783 loss_giou_3: 0.3576 loss_ce_4: 0.2698 loss_bbox_4: 0.1703 loss_giou_4: 0.3395 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:15] d2.utils.events INFO: eta: 11:22:00 iter: 304679 total_loss: 5.04 loss_ce: 0.2548 loss_bbox: 0.1675 loss_giou: 0.2887 loss_ce_0: 0.4708 loss_bbox_0: 0.2895 loss_giou_0: 0.4576 loss_ce_1: 0.365 loss_bbox_1: 0.2041 loss_giou_1: 0.3386 loss_ce_2: 0.2875 loss_bbox_2: 0.1861 loss_giou_2: 0.31 loss_ce_3: 0.2622 loss_bbox_3: 0.178 loss_giou_3: 0.3031 loss_ce_4: 0.2574 loss_bbox_4: 0.1671 loss_giou_4: 0.293 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:21] d2.utils.events INFO: eta: 11:21:41 iter: 304699 total_loss: 5.252 loss_ce: 0.2663 loss_bbox: 0.1695 loss_giou: 0.3081 loss_ce_0: 0.4663 loss_bbox_0: 0.2989 loss_giou_0: 0.4818 loss_ce_1: 0.3641 loss_bbox_1: 0.2023 loss_giou_1: 0.3574 loss_ce_2: 0.295 loss_bbox_2: 0.1872 loss_giou_2: 0.3267 loss_ce_3: 0.2666 loss_bbox_3: 0.1828 loss_giou_3: 0.3159 loss_ce_4: 0.2635 loss_bbox_4: 0.1768 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:26] d2.utils.events INFO: eta: 11:21:41 iter: 304719 total_loss: 5.617 loss_ce: 0.2677 loss_bbox: 0.1695 loss_giou: 0.3213 loss_ce_0: 0.4811 loss_bbox_0: 0.2932 loss_giou_0: 0.5148 loss_ce_1: 0.3824 loss_bbox_1: 0.206 loss_giou_1: 0.3792 loss_ce_2: 0.3084 loss_bbox_2: 0.1828 loss_giou_2: 0.3452 loss_ce_3: 0.2798 loss_bbox_3: 0.1826 loss_giou_3: 0.3307 loss_ce_4: 0.2682 loss_bbox_4: 0.1775 loss_giou_4: 0.3262 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:32] d2.utils.events INFO: eta: 11:21:36 iter: 304739 total_loss: 5.406 loss_ce: 0.2546 loss_bbox: 0.1479 loss_giou: 0.333 loss_ce_0: 0.4663 loss_bbox_0: 0.2706 loss_giou_0: 0.5135 loss_ce_1: 0.3606 loss_bbox_1: 0.1782 loss_giou_1: 0.3746 loss_ce_2: 0.2901 loss_bbox_2: 0.1602 loss_giou_2: 0.3513 loss_ce_3: 0.263 loss_bbox_3: 0.1531 loss_giou_3: 0.3409 loss_ce_4: 0.2599 loss_bbox_4: 0.1514 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:38] d2.utils.events INFO: eta: 11:21:45 iter: 304759 total_loss: 5.346 loss_ce: 0.2519 loss_bbox: 0.1762 loss_giou: 0.3224 loss_ce_0: 0.4705 loss_bbox_0: 0.2967 loss_giou_0: 0.4964 loss_ce_1: 0.3568 loss_bbox_1: 0.2017 loss_giou_1: 0.3702 loss_ce_2: 0.2963 loss_bbox_2: 0.1927 loss_giou_2: 0.3422 loss_ce_3: 0.2665 loss_bbox_3: 0.1876 loss_giou_3: 0.3305 loss_ce_4: 0.255 loss_bbox_4: 0.1827 loss_giou_4: 0.3277 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:43] d2.utils.events INFO: eta: 11:21:45 iter: 304779 total_loss: 5.423 loss_ce: 0.2614 loss_bbox: 0.1783 loss_giou: 0.3187 loss_ce_0: 0.4804 loss_bbox_0: 0.2972 loss_giou_0: 0.4842 loss_ce_1: 0.3747 loss_bbox_1: 0.206 loss_giou_1: 0.3657 loss_ce_2: 0.3097 loss_bbox_2: 0.1941 loss_giou_2: 0.3352 loss_ce_3: 0.2777 loss_bbox_3: 0.1842 loss_giou_3: 0.3256 loss_ce_4: 0.2636 loss_bbox_4: 0.1799 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0174 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:49] d2.utils.events INFO: eta: 11:21:30 iter: 304799 total_loss: 5.29 loss_ce: 0.2623 loss_bbox: 0.1712 loss_giou: 0.3187 loss_ce_0: 0.4777 loss_bbox_0: 0.288 loss_giou_0: 0.499 loss_ce_1: 0.3579 loss_bbox_1: 0.2142 loss_giou_1: 0.3726 loss_ce_2: 0.309 loss_bbox_2: 0.1947 loss_giou_2: 0.3423 loss_ce_3: 0.2805 loss_bbox_3: 0.1836 loss_giou_3: 0.3347 loss_ce_4: 0.2649 loss_bbox_4: 0.1779 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:04:55] d2.utils.events INFO: eta: 11:21:07 iter: 304819 total_loss: 5.501 loss_ce: 0.26 loss_bbox: 0.1803 loss_giou: 0.3284 loss_ce_0: 0.4799 loss_bbox_0: 0.3037 loss_giou_0: 0.4977 loss_ce_1: 0.3722 loss_bbox_1: 0.2124 loss_giou_1: 0.3726 loss_ce_2: 0.3065 loss_bbox_2: 0.1889 loss_giou_2: 0.3463 loss_ce_3: 0.2692 loss_bbox_3: 0.1869 loss_giou_3: 0.3374 loss_ce_4: 0.27 loss_bbox_4: 0.1831 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:01] d2.utils.events INFO: eta: 11:21:19 iter: 304839 total_loss: 5.172 loss_ce: 0.2445 loss_bbox: 0.1607 loss_giou: 0.3183 loss_ce_0: 0.4539 loss_bbox_0: 0.2736 loss_giou_0: 0.4705 loss_ce_1: 0.3646 loss_bbox_1: 0.1896 loss_giou_1: 0.3634 loss_ce_2: 0.2963 loss_bbox_2: 0.1697 loss_giou_2: 0.3336 loss_ce_3: 0.2585 loss_bbox_3: 0.1651 loss_giou_3: 0.3298 loss_ce_4: 0.2359 loss_bbox_4: 0.1664 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:06] d2.utils.events INFO: eta: 11:21:33 iter: 304859 total_loss: 5.389 loss_ce: 0.2632 loss_bbox: 0.1695 loss_giou: 0.3217 loss_ce_0: 0.4809 loss_bbox_0: 0.2802 loss_giou_0: 0.4883 loss_ce_1: 0.3723 loss_bbox_1: 0.1959 loss_giou_1: 0.3697 loss_ce_2: 0.3132 loss_bbox_2: 0.1792 loss_giou_2: 0.3465 loss_ce_3: 0.2808 loss_bbox_3: 0.1722 loss_giou_3: 0.329 loss_ce_4: 0.2655 loss_bbox_4: 0.1679 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:12] d2.utils.events INFO: eta: 11:21:49 iter: 304879 total_loss: 5.252 loss_ce: 0.2519 loss_bbox: 0.1723 loss_giou: 0.3182 loss_ce_0: 0.4798 loss_bbox_0: 0.3036 loss_giou_0: 0.4779 loss_ce_1: 0.3692 loss_bbox_1: 0.2018 loss_giou_1: 0.3571 loss_ce_2: 0.2952 loss_bbox_2: 0.1843 loss_giou_2: 0.3323 loss_ce_3: 0.2646 loss_bbox_3: 0.1775 loss_giou_3: 0.3254 loss_ce_4: 0.2558 loss_bbox_4: 0.1728 loss_giou_4: 0.3199 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:18] d2.utils.events INFO: eta: 11:21:28 iter: 304899 total_loss: 5.65 loss_ce: 0.288 loss_bbox: 0.1703 loss_giou: 0.3245 loss_ce_0: 0.4889 loss_bbox_0: 0.2966 loss_giou_0: 0.5012 loss_ce_1: 0.3786 loss_bbox_1: 0.2122 loss_giou_1: 0.378 loss_ce_2: 0.3357 loss_bbox_2: 0.1912 loss_giou_2: 0.3484 loss_ce_3: 0.2979 loss_bbox_3: 0.1772 loss_giou_3: 0.3342 loss_ce_4: 0.2865 loss_bbox_4: 0.1689 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:23] d2.utils.events INFO: eta: 11:21:23 iter: 304919 total_loss: 5.227 loss_ce: 0.2555 loss_bbox: 0.1672 loss_giou: 0.3098 loss_ce_0: 0.4548 loss_bbox_0: 0.2878 loss_giou_0: 0.5088 loss_ce_1: 0.3651 loss_bbox_1: 0.1934 loss_giou_1: 0.3655 loss_ce_2: 0.296 loss_bbox_2: 0.1801 loss_giou_2: 0.3338 loss_ce_3: 0.2624 loss_bbox_3: 0.1751 loss_giou_3: 0.3208 loss_ce_4: 0.2524 loss_bbox_4: 0.1691 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:29] d2.utils.events INFO: eta: 11:21:15 iter: 304939 total_loss: 5.605 loss_ce: 0.2774 loss_bbox: 0.1822 loss_giou: 0.337 loss_ce_0: 0.4823 loss_bbox_0: 0.3059 loss_giou_0: 0.5226 loss_ce_1: 0.3764 loss_bbox_1: 0.2191 loss_giou_1: 0.3857 loss_ce_2: 0.3135 loss_bbox_2: 0.197 loss_giou_2: 0.3512 loss_ce_3: 0.2918 loss_bbox_3: 0.1905 loss_giou_3: 0.3466 loss_ce_4: 0.2811 loss_bbox_4: 0.1852 loss_giou_4: 0.3387 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:35] d2.utils.events INFO: eta: 11:20:57 iter: 304959 total_loss: 5.32 loss_ce: 0.2474 loss_bbox: 0.1698 loss_giou: 0.322 loss_ce_0: 0.4574 loss_bbox_0: 0.29 loss_giou_0: 0.499 loss_ce_1: 0.3427 loss_bbox_1: 0.2028 loss_giou_1: 0.3671 loss_ce_2: 0.2911 loss_bbox_2: 0.184 loss_giou_2: 0.3411 loss_ce_3: 0.2593 loss_bbox_3: 0.1776 loss_giou_3: 0.3273 loss_ce_4: 0.2511 loss_bbox_4: 0.1704 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:40] d2.utils.events INFO: eta: 11:20:48 iter: 304979 total_loss: 5.291 loss_ce: 0.2521 loss_bbox: 0.1717 loss_giou: 0.3103 loss_ce_0: 0.4551 loss_bbox_0: 0.288 loss_giou_0: 0.4763 loss_ce_1: 0.3439 loss_bbox_1: 0.21 loss_giou_1: 0.3561 loss_ce_2: 0.2974 loss_bbox_2: 0.1818 loss_giou_2: 0.3221 loss_ce_3: 0.2614 loss_bbox_3: 0.1775 loss_giou_3: 0.314 loss_ce_4: 0.2576 loss_bbox_4: 0.174 loss_giou_4: 0.3107 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:46] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0304999.pth [11/03 14:05:48] d2.utils.events INFO: eta: 11:20:42 iter: 304999 total_loss: 5.335 loss_ce: 0.2458 loss_bbox: 0.1778 loss_giou: 0.3304 loss_ce_0: 0.4627 loss_bbox_0: 0.2969 loss_giou_0: 0.5017 loss_ce_1: 0.3541 loss_bbox_1: 0.2079 loss_giou_1: 0.3768 loss_ce_2: 0.2909 loss_bbox_2: 0.1892 loss_giou_2: 0.345 loss_ce_3: 0.2563 loss_bbox_3: 0.1838 loss_giou_3: 0.3357 loss_ce_4: 0.2478 loss_bbox_4: 0.1845 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:54] d2.utils.events INFO: eta: 11:20:36 iter: 305019 total_loss: 5.555 loss_ce: 0.2545 loss_bbox: 0.181 loss_giou: 0.3489 loss_ce_0: 0.4824 loss_bbox_0: 0.3004 loss_giou_0: 0.5432 loss_ce_1: 0.3581 loss_bbox_1: 0.2183 loss_giou_1: 0.3928 loss_ce_2: 0.3022 loss_bbox_2: 0.1943 loss_giou_2: 0.3606 loss_ce_3: 0.2674 loss_bbox_3: 0.1839 loss_giou_3: 0.3498 loss_ce_4: 0.2541 loss_bbox_4: 0.1821 loss_giou_4: 0.3509 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:05:59] d2.utils.events INFO: eta: 11:20:30 iter: 305039 total_loss: 5.596 loss_ce: 0.2572 loss_bbox: 0.1678 loss_giou: 0.3413 loss_ce_0: 0.4918 loss_bbox_0: 0.293 loss_giou_0: 0.5242 loss_ce_1: 0.3768 loss_bbox_1: 0.2017 loss_giou_1: 0.3981 loss_ce_2: 0.3159 loss_bbox_2: 0.1828 loss_giou_2: 0.3696 loss_ce_3: 0.2814 loss_bbox_3: 0.1763 loss_giou_3: 0.352 loss_ce_4: 0.2612 loss_bbox_4: 0.1715 loss_giou_4: 0.3429 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:05] d2.utils.events INFO: eta: 11:20:13 iter: 305059 total_loss: 5.311 loss_ce: 0.2476 loss_bbox: 0.1912 loss_giou: 0.3154 loss_ce_0: 0.4575 loss_bbox_0: 0.2972 loss_giou_0: 0.4918 loss_ce_1: 0.3522 loss_bbox_1: 0.2218 loss_giou_1: 0.3616 loss_ce_2: 0.2983 loss_bbox_2: 0.1977 loss_giou_2: 0.3305 loss_ce_3: 0.2672 loss_bbox_3: 0.1957 loss_giou_3: 0.3274 loss_ce_4: 0.2573 loss_bbox_4: 0.192 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:11] d2.utils.events INFO: eta: 11:19:44 iter: 305079 total_loss: 5.35 loss_ce: 0.2525 loss_bbox: 0.1675 loss_giou: 0.3273 loss_ce_0: 0.4828 loss_bbox_0: 0.3081 loss_giou_0: 0.5126 loss_ce_1: 0.3608 loss_bbox_1: 0.2094 loss_giou_1: 0.3714 loss_ce_2: 0.3011 loss_bbox_2: 0.1843 loss_giou_2: 0.3411 loss_ce_3: 0.2654 loss_bbox_3: 0.1783 loss_giou_3: 0.3325 loss_ce_4: 0.2541 loss_bbox_4: 0.1713 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:16] d2.utils.events INFO: eta: 11:19:54 iter: 305099 total_loss: 5.614 loss_ce: 0.2673 loss_bbox: 0.1706 loss_giou: 0.3212 loss_ce_0: 0.4874 loss_bbox_0: 0.2989 loss_giou_0: 0.516 loss_ce_1: 0.3775 loss_bbox_1: 0.2114 loss_giou_1: 0.3809 loss_ce_2: 0.3279 loss_bbox_2: 0.1892 loss_giou_2: 0.347 loss_ce_3: 0.2911 loss_bbox_3: 0.1793 loss_giou_3: 0.3269 loss_ce_4: 0.2739 loss_bbox_4: 0.1705 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:22] d2.utils.events INFO: eta: 11:20:03 iter: 305119 total_loss: 5.599 loss_ce: 0.2754 loss_bbox: 0.1738 loss_giou: 0.3288 loss_ce_0: 0.4845 loss_bbox_0: 0.3017 loss_giou_0: 0.5266 loss_ce_1: 0.371 loss_bbox_1: 0.2009 loss_giou_1: 0.3829 loss_ce_2: 0.3151 loss_bbox_2: 0.1908 loss_giou_2: 0.357 loss_ce_3: 0.2919 loss_bbox_3: 0.1785 loss_giou_3: 0.3438 loss_ce_4: 0.277 loss_bbox_4: 0.1757 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:28] d2.utils.events INFO: eta: 11:20:09 iter: 305139 total_loss: 5.272 loss_ce: 0.2703 loss_bbox: 0.166 loss_giou: 0.3147 loss_ce_0: 0.4632 loss_bbox_0: 0.292 loss_giou_0: 0.4892 loss_ce_1: 0.3555 loss_bbox_1: 0.2036 loss_giou_1: 0.3657 loss_ce_2: 0.2986 loss_bbox_2: 0.1856 loss_giou_2: 0.3402 loss_ce_3: 0.2732 loss_bbox_3: 0.1753 loss_giou_3: 0.3276 loss_ce_4: 0.2682 loss_bbox_4: 0.1704 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:34] d2.utils.events INFO: eta: 11:20:00 iter: 305159 total_loss: 5.16 loss_ce: 0.2531 loss_bbox: 0.1622 loss_giou: 0.3015 loss_ce_0: 0.4808 loss_bbox_0: 0.2797 loss_giou_0: 0.4779 loss_ce_1: 0.3683 loss_bbox_1: 0.1881 loss_giou_1: 0.3502 loss_ce_2: 0.3046 loss_bbox_2: 0.1693 loss_giou_2: 0.3183 loss_ce_3: 0.28 loss_bbox_3: 0.1628 loss_giou_3: 0.3063 loss_ce_4: 0.2599 loss_bbox_4: 0.1594 loss_giou_4: 0.3026 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:39] d2.utils.events INFO: eta: 11:19:20 iter: 305179 total_loss: 5.416 loss_ce: 0.2614 loss_bbox: 0.1769 loss_giou: 0.325 loss_ce_0: 0.47 loss_bbox_0: 0.2993 loss_giou_0: 0.4885 loss_ce_1: 0.3591 loss_bbox_1: 0.2027 loss_giou_1: 0.3785 loss_ce_2: 0.2955 loss_bbox_2: 0.1895 loss_giou_2: 0.3456 loss_ce_3: 0.2726 loss_bbox_3: 0.1832 loss_giou_3: 0.339 loss_ce_4: 0.2659 loss_bbox_4: 0.179 loss_giou_4: 0.3284 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:45] d2.utils.events INFO: eta: 11:19:01 iter: 305199 total_loss: 5.559 loss_ce: 0.2684 loss_bbox: 0.1718 loss_giou: 0.3338 loss_ce_0: 0.4773 loss_bbox_0: 0.3064 loss_giou_0: 0.5183 loss_ce_1: 0.3795 loss_bbox_1: 0.206 loss_giou_1: 0.3747 loss_ce_2: 0.3214 loss_bbox_2: 0.1842 loss_giou_2: 0.3515 loss_ce_3: 0.2842 loss_bbox_3: 0.1767 loss_giou_3: 0.3426 loss_ce_4: 0.2696 loss_bbox_4: 0.1735 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:51] d2.utils.events INFO: eta: 11:19:00 iter: 305219 total_loss: 5.457 loss_ce: 0.2649 loss_bbox: 0.1796 loss_giou: 0.3399 loss_ce_0: 0.4902 loss_bbox_0: 0.3086 loss_giou_0: 0.516 loss_ce_1: 0.375 loss_bbox_1: 0.2158 loss_giou_1: 0.386 loss_ce_2: 0.3133 loss_bbox_2: 0.1972 loss_giou_2: 0.3575 loss_ce_3: 0.2879 loss_bbox_3: 0.1855 loss_giou_3: 0.3407 loss_ce_4: 0.2706 loss_bbox_4: 0.1806 loss_giou_4: 0.3388 time: 0.2799 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 14:06:56] d2.utils.events INFO: eta: 11:18:54 iter: 305239 total_loss: 5.257 loss_ce: 0.2596 loss_bbox: 0.1721 loss_giou: 0.3088 loss_ce_0: 0.4611 loss_bbox_0: 0.2939 loss_giou_0: 0.481 loss_ce_1: 0.3627 loss_bbox_1: 0.2031 loss_giou_1: 0.3553 loss_ce_2: 0.3104 loss_bbox_2: 0.1868 loss_giou_2: 0.3308 loss_ce_3: 0.2728 loss_bbox_3: 0.1834 loss_giou_3: 0.3201 loss_ce_4: 0.2658 loss_bbox_4: 0.1761 loss_giou_4: 0.31 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:02] d2.utils.events INFO: eta: 11:19:00 iter: 305259 total_loss: 5.448 loss_ce: 0.2645 loss_bbox: 0.1845 loss_giou: 0.33 loss_ce_0: 0.5016 loss_bbox_0: 0.2923 loss_giou_0: 0.5253 loss_ce_1: 0.3982 loss_bbox_1: 0.2123 loss_giou_1: 0.3859 loss_ce_2: 0.3301 loss_bbox_2: 0.1866 loss_giou_2: 0.3498 loss_ce_3: 0.2888 loss_bbox_3: 0.1828 loss_giou_3: 0.3386 loss_ce_4: 0.271 loss_bbox_4: 0.1861 loss_giou_4: 0.338 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:08] d2.utils.events INFO: eta: 11:18:52 iter: 305279 total_loss: 5.183 loss_ce: 0.2382 loss_bbox: 0.1652 loss_giou: 0.3134 loss_ce_0: 0.455 loss_bbox_0: 0.2928 loss_giou_0: 0.4943 loss_ce_1: 0.3474 loss_bbox_1: 0.196 loss_giou_1: 0.3583 loss_ce_2: 0.2884 loss_bbox_2: 0.1818 loss_giou_2: 0.3303 loss_ce_3: 0.2525 loss_bbox_3: 0.17 loss_giou_3: 0.3209 loss_ce_4: 0.2427 loss_bbox_4: 0.1673 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:13] d2.utils.events INFO: eta: 11:18:49 iter: 305299 total_loss: 5.193 loss_ce: 0.2463 loss_bbox: 0.1596 loss_giou: 0.3305 loss_ce_0: 0.464 loss_bbox_0: 0.2755 loss_giou_0: 0.5046 loss_ce_1: 0.3442 loss_bbox_1: 0.1891 loss_giou_1: 0.38 loss_ce_2: 0.2947 loss_bbox_2: 0.1735 loss_giou_2: 0.3462 loss_ce_3: 0.2582 loss_bbox_3: 0.1668 loss_giou_3: 0.3374 loss_ce_4: 0.2552 loss_bbox_4: 0.1625 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:19] d2.utils.events INFO: eta: 11:18:32 iter: 305319 total_loss: 5.413 loss_ce: 0.2648 loss_bbox: 0.1922 loss_giou: 0.3376 loss_ce_0: 0.4932 loss_bbox_0: 0.3162 loss_giou_0: 0.522 loss_ce_1: 0.366 loss_bbox_1: 0.2169 loss_giou_1: 0.3807 loss_ce_2: 0.3092 loss_bbox_2: 0.2081 loss_giou_2: 0.3492 loss_ce_3: 0.2755 loss_bbox_3: 0.1913 loss_giou_3: 0.3368 loss_ce_4: 0.265 loss_bbox_4: 0.1909 loss_giou_4: 0.3388 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:25] d2.utils.events INFO: eta: 11:18:21 iter: 305339 total_loss: 5.176 loss_ce: 0.2618 loss_bbox: 0.1773 loss_giou: 0.2978 loss_ce_0: 0.4718 loss_bbox_0: 0.3084 loss_giou_0: 0.4536 loss_ce_1: 0.3747 loss_bbox_1: 0.2219 loss_giou_1: 0.3387 loss_ce_2: 0.3069 loss_bbox_2: 0.1925 loss_giou_2: 0.3104 loss_ce_3: 0.2703 loss_bbox_3: 0.1853 loss_giou_3: 0.2991 loss_ce_4: 0.2632 loss_bbox_4: 0.1772 loss_giou_4: 0.2982 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:30] d2.utils.events INFO: eta: 11:18:18 iter: 305359 total_loss: 5.308 loss_ce: 0.2465 loss_bbox: 0.1656 loss_giou: 0.3323 loss_ce_0: 0.4582 loss_bbox_0: 0.2795 loss_giou_0: 0.4941 loss_ce_1: 0.3537 loss_bbox_1: 0.1994 loss_giou_1: 0.3785 loss_ce_2: 0.2982 loss_bbox_2: 0.1788 loss_giou_2: 0.3451 loss_ce_3: 0.2612 loss_bbox_3: 0.1712 loss_giou_3: 0.3418 loss_ce_4: 0.2509 loss_bbox_4: 0.1668 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:36] d2.utils.events INFO: eta: 11:18:06 iter: 305379 total_loss: 5.287 loss_ce: 0.2565 loss_bbox: 0.1633 loss_giou: 0.3244 loss_ce_0: 0.4824 loss_bbox_0: 0.2922 loss_giou_0: 0.5157 loss_ce_1: 0.3692 loss_bbox_1: 0.2002 loss_giou_1: 0.3621 loss_ce_2: 0.3038 loss_bbox_2: 0.1795 loss_giou_2: 0.3403 loss_ce_3: 0.2726 loss_bbox_3: 0.1711 loss_giou_3: 0.3358 loss_ce_4: 0.2616 loss_bbox_4: 0.1674 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:42] d2.utils.events INFO: eta: 11:17:53 iter: 305399 total_loss: 5.277 loss_ce: 0.254 loss_bbox: 0.1768 loss_giou: 0.3268 loss_ce_0: 0.4543 loss_bbox_0: 0.3035 loss_giou_0: 0.4906 loss_ce_1: 0.3449 loss_bbox_1: 0.2067 loss_giou_1: 0.3689 loss_ce_2: 0.2926 loss_bbox_2: 0.1892 loss_giou_2: 0.3369 loss_ce_3: 0.276 loss_bbox_3: 0.1858 loss_giou_3: 0.3318 loss_ce_4: 0.2649 loss_bbox_4: 0.1788 loss_giou_4: 0.3319 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:47] d2.utils.events INFO: eta: 11:17:44 iter: 305419 total_loss: 5.301 loss_ce: 0.2648 loss_bbox: 0.172 loss_giou: 0.3122 loss_ce_0: 0.4894 loss_bbox_0: 0.2886 loss_giou_0: 0.4748 loss_ce_1: 0.3777 loss_bbox_1: 0.2079 loss_giou_1: 0.3598 loss_ce_2: 0.3094 loss_bbox_2: 0.1881 loss_giou_2: 0.3346 loss_ce_3: 0.2803 loss_bbox_3: 0.1828 loss_giou_3: 0.3213 loss_ce_4: 0.265 loss_bbox_4: 0.1757 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:53] d2.utils.events INFO: eta: 11:17:29 iter: 305439 total_loss: 5.142 loss_ce: 0.2396 loss_bbox: 0.1712 loss_giou: 0.3121 loss_ce_0: 0.4611 loss_bbox_0: 0.292 loss_giou_0: 0.5011 loss_ce_1: 0.3544 loss_bbox_1: 0.2025 loss_giou_1: 0.3621 loss_ce_2: 0.2926 loss_bbox_2: 0.179 loss_giou_2: 0.3358 loss_ce_3: 0.2503 loss_bbox_3: 0.1796 loss_giou_3: 0.3266 loss_ce_4: 0.2411 loss_bbox_4: 0.1732 loss_giou_4: 0.316 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 14:07:59] d2.utils.events INFO: eta: 11:17:26 iter: 305459 total_loss: 5.338 loss_ce: 0.2374 loss_bbox: 0.1715 loss_giou: 0.3362 loss_ce_0: 0.4693 loss_bbox_0: 0.288 loss_giou_0: 0.5226 loss_ce_1: 0.3572 loss_bbox_1: 0.1986 loss_giou_1: 0.3828 loss_ce_2: 0.2916 loss_bbox_2: 0.1858 loss_giou_2: 0.3546 loss_ce_3: 0.2609 loss_bbox_3: 0.1777 loss_giou_3: 0.3496 loss_ce_4: 0.2442 loss_bbox_4: 0.175 loss_giou_4: 0.3408 time: 0.2799 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:04] d2.utils.events INFO: eta: 11:17:03 iter: 305479 total_loss: 5.317 loss_ce: 0.2465 loss_bbox: 0.1765 loss_giou: 0.3174 loss_ce_0: 0.4769 loss_bbox_0: 0.291 loss_giou_0: 0.4837 loss_ce_1: 0.3676 loss_bbox_1: 0.2033 loss_giou_1: 0.3661 loss_ce_2: 0.3026 loss_bbox_2: 0.1831 loss_giou_2: 0.3438 loss_ce_3: 0.2617 loss_bbox_3: 0.1785 loss_giou_3: 0.33 loss_ce_4: 0.2469 loss_bbox_4: 0.1781 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:10] d2.utils.events INFO: eta: 11:17:12 iter: 305499 total_loss: 5.46 loss_ce: 0.2525 loss_bbox: 0.1743 loss_giou: 0.3497 loss_ce_0: 0.4752 loss_bbox_0: 0.2912 loss_giou_0: 0.5319 loss_ce_1: 0.3669 loss_bbox_1: 0.2043 loss_giou_1: 0.401 loss_ce_2: 0.2976 loss_bbox_2: 0.1902 loss_giou_2: 0.3611 loss_ce_3: 0.2754 loss_bbox_3: 0.1805 loss_giou_3: 0.3521 loss_ce_4: 0.2544 loss_bbox_4: 0.1735 loss_giou_4: 0.352 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:16] d2.utils.events INFO: eta: 11:17:16 iter: 305519 total_loss: 5.647 loss_ce: 0.2961 loss_bbox: 0.1845 loss_giou: 0.3386 loss_ce_0: 0.5115 loss_bbox_0: 0.3193 loss_giou_0: 0.5248 loss_ce_1: 0.4005 loss_bbox_1: 0.2219 loss_giou_1: 0.3842 loss_ce_2: 0.3476 loss_bbox_2: 0.1989 loss_giou_2: 0.3565 loss_ce_3: 0.3117 loss_bbox_3: 0.1932 loss_giou_3: 0.3519 loss_ce_4: 0.294 loss_bbox_4: 0.1872 loss_giou_4: 0.3408 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:21] d2.utils.events INFO: eta: 11:17:18 iter: 305539 total_loss: 5.377 loss_ce: 0.2523 loss_bbox: 0.1745 loss_giou: 0.3112 loss_ce_0: 0.4905 loss_bbox_0: 0.2919 loss_giou_0: 0.4877 loss_ce_1: 0.3687 loss_bbox_1: 0.2145 loss_giou_1: 0.3507 loss_ce_2: 0.3102 loss_bbox_2: 0.1888 loss_giou_2: 0.3232 loss_ce_3: 0.2777 loss_bbox_3: 0.1825 loss_giou_3: 0.3217 loss_ce_4: 0.2658 loss_bbox_4: 0.1777 loss_giou_4: 0.312 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:27] d2.utils.events INFO: eta: 11:17:10 iter: 305559 total_loss: 5.284 loss_ce: 0.2432 loss_bbox: 0.1749 loss_giou: 0.3196 loss_ce_0: 0.4724 loss_bbox_0: 0.2999 loss_giou_0: 0.4708 loss_ce_1: 0.3632 loss_bbox_1: 0.206 loss_giou_1: 0.3653 loss_ce_2: 0.2935 loss_bbox_2: 0.192 loss_giou_2: 0.3408 loss_ce_3: 0.2557 loss_bbox_3: 0.1844 loss_giou_3: 0.3255 loss_ce_4: 0.2418 loss_bbox_4: 0.179 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:33] d2.utils.events INFO: eta: 11:16:53 iter: 305579 total_loss: 5.509 loss_ce: 0.2613 loss_bbox: 0.1766 loss_giou: 0.3214 loss_ce_0: 0.4578 loss_bbox_0: 0.2947 loss_giou_0: 0.4857 loss_ce_1: 0.3646 loss_bbox_1: 0.2116 loss_giou_1: 0.364 loss_ce_2: 0.3153 loss_bbox_2: 0.1913 loss_giou_2: 0.3364 loss_ce_3: 0.2817 loss_bbox_3: 0.184 loss_giou_3: 0.3316 loss_ce_4: 0.2713 loss_bbox_4: 0.1807 loss_giou_4: 0.3286 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:38] d2.utils.events INFO: eta: 11:16:56 iter: 305599 total_loss: 5.641 loss_ce: 0.2719 loss_bbox: 0.1845 loss_giou: 0.3404 loss_ce_0: 0.4865 loss_bbox_0: 0.2966 loss_giou_0: 0.5142 loss_ce_1: 0.3882 loss_bbox_1: 0.2194 loss_giou_1: 0.3849 loss_ce_2: 0.3169 loss_bbox_2: 0.2023 loss_giou_2: 0.3648 loss_ce_3: 0.2813 loss_bbox_3: 0.1891 loss_giou_3: 0.3493 loss_ce_4: 0.272 loss_bbox_4: 0.1846 loss_giou_4: 0.3475 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:44] d2.utils.events INFO: eta: 11:16:48 iter: 305619 total_loss: 5.309 loss_ce: 0.2528 loss_bbox: 0.176 loss_giou: 0.3263 loss_ce_0: 0.4738 loss_bbox_0: 0.2915 loss_giou_0: 0.5031 loss_ce_1: 0.3729 loss_bbox_1: 0.2038 loss_giou_1: 0.3767 loss_ce_2: 0.3002 loss_bbox_2: 0.1889 loss_giou_2: 0.3452 loss_ce_3: 0.2615 loss_bbox_3: 0.1831 loss_giou_3: 0.3318 loss_ce_4: 0.2536 loss_bbox_4: 0.1783 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:50] d2.utils.events INFO: eta: 11:16:47 iter: 305639 total_loss: 5.53 loss_ce: 0.2648 loss_bbox: 0.171 loss_giou: 0.3227 loss_ce_0: 0.4709 loss_bbox_0: 0.2974 loss_giou_0: 0.4987 loss_ce_1: 0.3636 loss_bbox_1: 0.2097 loss_giou_1: 0.3657 loss_ce_2: 0.2992 loss_bbox_2: 0.1889 loss_giou_2: 0.3438 loss_ce_3: 0.2791 loss_bbox_3: 0.1767 loss_giou_3: 0.3334 loss_ce_4: 0.2689 loss_bbox_4: 0.1746 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:08:55] d2.utils.events INFO: eta: 11:16:36 iter: 305659 total_loss: 5.334 loss_ce: 0.2532 loss_bbox: 0.1838 loss_giou: 0.3245 loss_ce_0: 0.4732 loss_bbox_0: 0.2979 loss_giou_0: 0.5016 loss_ce_1: 0.3589 loss_bbox_1: 0.2135 loss_giou_1: 0.3705 loss_ce_2: 0.2961 loss_bbox_2: 0.1915 loss_giou_2: 0.3387 loss_ce_3: 0.2671 loss_bbox_3: 0.1863 loss_giou_3: 0.338 loss_ce_4: 0.2557 loss_bbox_4: 0.1854 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:01] d2.utils.events INFO: eta: 11:16:21 iter: 305679 total_loss: 5.585 loss_ce: 0.2756 loss_bbox: 0.1849 loss_giou: 0.3189 loss_ce_0: 0.5011 loss_bbox_0: 0.3218 loss_giou_0: 0.5125 loss_ce_1: 0.381 loss_bbox_1: 0.2179 loss_giou_1: 0.3715 loss_ce_2: 0.3164 loss_bbox_2: 0.1979 loss_giou_2: 0.3448 loss_ce_3: 0.2904 loss_bbox_3: 0.191 loss_giou_3: 0.3271 loss_ce_4: 0.2765 loss_bbox_4: 0.1861 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:07] d2.utils.events INFO: eta: 11:16:25 iter: 305699 total_loss: 5.264 loss_ce: 0.2633 loss_bbox: 0.1577 loss_giou: 0.3136 loss_ce_0: 0.472 loss_bbox_0: 0.3026 loss_giou_0: 0.5147 loss_ce_1: 0.3724 loss_bbox_1: 0.1877 loss_giou_1: 0.3751 loss_ce_2: 0.3107 loss_bbox_2: 0.1684 loss_giou_2: 0.3352 loss_ce_3: 0.2813 loss_bbox_3: 0.1642 loss_giou_3: 0.3282 loss_ce_4: 0.2671 loss_bbox_4: 0.1613 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:12] d2.utils.events INFO: eta: 11:16:08 iter: 305719 total_loss: 5.341 loss_ce: 0.2517 loss_bbox: 0.1681 loss_giou: 0.3257 loss_ce_0: 0.4866 loss_bbox_0: 0.2756 loss_giou_0: 0.5221 loss_ce_1: 0.3625 loss_bbox_1: 0.1945 loss_giou_1: 0.3744 loss_ce_2: 0.2927 loss_bbox_2: 0.1768 loss_giou_2: 0.3418 loss_ce_3: 0.2591 loss_bbox_3: 0.1679 loss_giou_3: 0.3329 loss_ce_4: 0.2565 loss_bbox_4: 0.167 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:18] d2.utils.events INFO: eta: 11:15:41 iter: 305739 total_loss: 5.399 loss_ce: 0.2513 loss_bbox: 0.1822 loss_giou: 0.3285 loss_ce_0: 0.4624 loss_bbox_0: 0.3023 loss_giou_0: 0.4826 loss_ce_1: 0.3461 loss_bbox_1: 0.212 loss_giou_1: 0.3657 loss_ce_2: 0.2969 loss_bbox_2: 0.1974 loss_giou_2: 0.3416 loss_ce_3: 0.2607 loss_bbox_3: 0.1883 loss_giou_3: 0.3375 loss_ce_4: 0.2499 loss_bbox_4: 0.1848 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:24] d2.utils.events INFO: eta: 11:15:20 iter: 305759 total_loss: 5.523 loss_ce: 0.287 loss_bbox: 0.1855 loss_giou: 0.318 loss_ce_0: 0.486 loss_bbox_0: 0.306 loss_giou_0: 0.4734 loss_ce_1: 0.3771 loss_bbox_1: 0.2232 loss_giou_1: 0.3615 loss_ce_2: 0.31 loss_bbox_2: 0.2037 loss_giou_2: 0.3262 loss_ce_3: 0.3012 loss_bbox_3: 0.1975 loss_giou_3: 0.3148 loss_ce_4: 0.2961 loss_bbox_4: 0.1914 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:29] d2.utils.events INFO: eta: 11:15:03 iter: 305779 total_loss: 5.298 loss_ce: 0.2509 loss_bbox: 0.1809 loss_giou: 0.3175 loss_ce_0: 0.4716 loss_bbox_0: 0.2974 loss_giou_0: 0.5133 loss_ce_1: 0.3711 loss_bbox_1: 0.2133 loss_giou_1: 0.3725 loss_ce_2: 0.2984 loss_bbox_2: 0.1936 loss_giou_2: 0.3411 loss_ce_3: 0.27 loss_bbox_3: 0.1902 loss_giou_3: 0.3243 loss_ce_4: 0.2556 loss_bbox_4: 0.1863 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:35] d2.utils.events INFO: eta: 11:14:56 iter: 305799 total_loss: 5.225 loss_ce: 0.251 loss_bbox: 0.1707 loss_giou: 0.3041 loss_ce_0: 0.4744 loss_bbox_0: 0.2933 loss_giou_0: 0.481 loss_ce_1: 0.3582 loss_bbox_1: 0.2062 loss_giou_1: 0.342 loss_ce_2: 0.3003 loss_bbox_2: 0.188 loss_giou_2: 0.3184 loss_ce_3: 0.2655 loss_bbox_3: 0.1791 loss_giou_3: 0.3114 loss_ce_4: 0.2524 loss_bbox_4: 0.1714 loss_giou_4: 0.3078 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:41] d2.utils.events INFO: eta: 11:14:46 iter: 305819 total_loss: 5.756 loss_ce: 0.2821 loss_bbox: 0.1729 loss_giou: 0.3363 loss_ce_0: 0.4923 loss_bbox_0: 0.3019 loss_giou_0: 0.5198 loss_ce_1: 0.3843 loss_bbox_1: 0.2049 loss_giou_1: 0.3885 loss_ce_2: 0.3211 loss_bbox_2: 0.1858 loss_giou_2: 0.363 loss_ce_3: 0.3033 loss_bbox_3: 0.1814 loss_giou_3: 0.346 loss_ce_4: 0.2896 loss_bbox_4: 0.1759 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:46] d2.utils.events INFO: eta: 11:14:40 iter: 305839 total_loss: 5.389 loss_ce: 0.2599 loss_bbox: 0.167 loss_giou: 0.3209 loss_ce_0: 0.4791 loss_bbox_0: 0.295 loss_giou_0: 0.4899 loss_ce_1: 0.3593 loss_bbox_1: 0.2133 loss_giou_1: 0.3695 loss_ce_2: 0.3063 loss_bbox_2: 0.1843 loss_giou_2: 0.3365 loss_ce_3: 0.2594 loss_bbox_3: 0.1775 loss_giou_3: 0.3257 loss_ce_4: 0.2666 loss_bbox_4: 0.1714 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:52] d2.utils.events INFO: eta: 11:14:36 iter: 305859 total_loss: 5.119 loss_ce: 0.2494 loss_bbox: 0.1798 loss_giou: 0.2994 loss_ce_0: 0.4659 loss_bbox_0: 0.3025 loss_giou_0: 0.4639 loss_ce_1: 0.3522 loss_bbox_1: 0.2037 loss_giou_1: 0.3341 loss_ce_2: 0.2948 loss_bbox_2: 0.1844 loss_giou_2: 0.3207 loss_ce_3: 0.2657 loss_bbox_3: 0.1803 loss_giou_3: 0.3062 loss_ce_4: 0.2445 loss_bbox_4: 0.177 loss_giou_4: 0.3009 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:09:58] d2.utils.events INFO: eta: 11:14:29 iter: 305879 total_loss: 5.619 loss_ce: 0.2768 loss_bbox: 0.1759 loss_giou: 0.331 loss_ce_0: 0.4933 loss_bbox_0: 0.3112 loss_giou_0: 0.5277 loss_ce_1: 0.3795 loss_bbox_1: 0.2183 loss_giou_1: 0.3854 loss_ce_2: 0.3184 loss_bbox_2: 0.1985 loss_giou_2: 0.3482 loss_ce_3: 0.2892 loss_bbox_3: 0.1824 loss_giou_3: 0.3375 loss_ce_4: 0.2822 loss_bbox_4: 0.177 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:03] d2.utils.events INFO: eta: 11:14:28 iter: 305899 total_loss: 5.502 loss_ce: 0.2726 loss_bbox: 0.1784 loss_giou: 0.3146 loss_ce_0: 0.4941 loss_bbox_0: 0.3119 loss_giou_0: 0.4671 loss_ce_1: 0.391 loss_bbox_1: 0.216 loss_giou_1: 0.3572 loss_ce_2: 0.3142 loss_bbox_2: 0.1954 loss_giou_2: 0.3228 loss_ce_3: 0.2963 loss_bbox_3: 0.182 loss_giou_3: 0.3192 loss_ce_4: 0.2845 loss_bbox_4: 0.1823 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:09] d2.utils.events INFO: eta: 11:14:19 iter: 305919 total_loss: 5.238 loss_ce: 0.2429 loss_bbox: 0.1609 loss_giou: 0.3205 loss_ce_0: 0.47 loss_bbox_0: 0.2979 loss_giou_0: 0.5156 loss_ce_1: 0.3555 loss_bbox_1: 0.1947 loss_giou_1: 0.3692 loss_ce_2: 0.2922 loss_bbox_2: 0.1698 loss_giou_2: 0.3475 loss_ce_3: 0.2615 loss_bbox_3: 0.162 loss_giou_3: 0.3313 loss_ce_4: 0.2488 loss_bbox_4: 0.1607 loss_giou_4: 0.3232 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:15] d2.utils.events INFO: eta: 11:14:16 iter: 305939 total_loss: 5.18 loss_ce: 0.2401 loss_bbox: 0.1797 loss_giou: 0.3301 loss_ce_0: 0.4727 loss_bbox_0: 0.2944 loss_giou_0: 0.527 loss_ce_1: 0.3387 loss_bbox_1: 0.2026 loss_giou_1: 0.3737 loss_ce_2: 0.2932 loss_bbox_2: 0.188 loss_giou_2: 0.3468 loss_ce_3: 0.2544 loss_bbox_3: 0.1813 loss_giou_3: 0.3407 loss_ce_4: 0.243 loss_bbox_4: 0.1799 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:21] d2.utils.events INFO: eta: 11:14:08 iter: 305959 total_loss: 5.04 loss_ce: 0.2383 loss_bbox: 0.162 loss_giou: 0.3115 loss_ce_0: 0.4437 loss_bbox_0: 0.277 loss_giou_0: 0.4854 loss_ce_1: 0.3392 loss_bbox_1: 0.1935 loss_giou_1: 0.368 loss_ce_2: 0.2864 loss_bbox_2: 0.173 loss_giou_2: 0.3342 loss_ce_3: 0.2537 loss_bbox_3: 0.1669 loss_giou_3: 0.3191 loss_ce_4: 0.2424 loss_bbox_4: 0.1655 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:26] d2.utils.events INFO: eta: 11:14:16 iter: 305979 total_loss: 5.377 loss_ce: 0.2643 loss_bbox: 0.1743 loss_giou: 0.3283 loss_ce_0: 0.4682 loss_bbox_0: 0.31 loss_giou_0: 0.5162 loss_ce_1: 0.3706 loss_bbox_1: 0.2072 loss_giou_1: 0.3853 loss_ce_2: 0.3135 loss_bbox_2: 0.194 loss_giou_2: 0.3527 loss_ce_3: 0.2805 loss_bbox_3: 0.1837 loss_giou_3: 0.3365 loss_ce_4: 0.2729 loss_bbox_4: 0.1767 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:32] d2.utils.events INFO: eta: 11:14:16 iter: 305999 total_loss: 5.314 loss_ce: 0.255 loss_bbox: 0.1652 loss_giou: 0.305 loss_ce_0: 0.501 loss_bbox_0: 0.2947 loss_giou_0: 0.4932 loss_ce_1: 0.3691 loss_bbox_1: 0.2026 loss_giou_1: 0.3538 loss_ce_2: 0.3127 loss_bbox_2: 0.1803 loss_giou_2: 0.3248 loss_ce_3: 0.2762 loss_bbox_3: 0.1759 loss_giou_3: 0.3104 loss_ce_4: 0.2576 loss_bbox_4: 0.1681 loss_giou_4: 0.3058 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:38] d2.utils.events INFO: eta: 11:14:09 iter: 306019 total_loss: 5.399 loss_ce: 0.2587 loss_bbox: 0.1893 loss_giou: 0.3177 loss_ce_0: 0.469 loss_bbox_0: 0.3063 loss_giou_0: 0.4931 loss_ce_1: 0.3569 loss_bbox_1: 0.2236 loss_giou_1: 0.3684 loss_ce_2: 0.2929 loss_bbox_2: 0.2083 loss_giou_2: 0.3414 loss_ce_3: 0.2603 loss_bbox_3: 0.2028 loss_giou_3: 0.334 loss_ce_4: 0.2596 loss_bbox_4: 0.191 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:43] d2.utils.events INFO: eta: 11:13:53 iter: 306039 total_loss: 5.16 loss_ce: 0.2453 loss_bbox: 0.1545 loss_giou: 0.3091 loss_ce_0: 0.4768 loss_bbox_0: 0.293 loss_giou_0: 0.4826 loss_ce_1: 0.3582 loss_bbox_1: 0.1983 loss_giou_1: 0.3614 loss_ce_2: 0.298 loss_bbox_2: 0.178 loss_giou_2: 0.3336 loss_ce_3: 0.2691 loss_bbox_3: 0.1629 loss_giou_3: 0.3208 loss_ce_4: 0.2484 loss_bbox_4: 0.1576 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:49] d2.utils.events INFO: eta: 11:13:42 iter: 306059 total_loss: 5.37 loss_ce: 0.2765 loss_bbox: 0.1775 loss_giou: 0.3287 loss_ce_0: 0.4853 loss_bbox_0: 0.2959 loss_giou_0: 0.4993 loss_ce_1: 0.3789 loss_bbox_1: 0.204 loss_giou_1: 0.3674 loss_ce_2: 0.3231 loss_bbox_2: 0.1896 loss_giou_2: 0.3409 loss_ce_3: 0.2998 loss_bbox_3: 0.1845 loss_giou_3: 0.3386 loss_ce_4: 0.2718 loss_bbox_4: 0.1803 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 14:10:55] d2.utils.events INFO: eta: 11:13:46 iter: 306079 total_loss: 5.406 loss_ce: 0.2448 loss_bbox: 0.1686 loss_giou: 0.3345 loss_ce_0: 0.4732 loss_bbox_0: 0.2982 loss_giou_0: 0.5208 loss_ce_1: 0.3696 loss_bbox_1: 0.2027 loss_giou_1: 0.3866 loss_ce_2: 0.3088 loss_bbox_2: 0.1789 loss_giou_2: 0.3528 loss_ce_3: 0.2641 loss_bbox_3: 0.17 loss_giou_3: 0.3365 loss_ce_4: 0.2491 loss_bbox_4: 0.1653 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:00] d2.utils.events INFO: eta: 11:13:26 iter: 306099 total_loss: 5.398 loss_ce: 0.2529 loss_bbox: 0.1634 loss_giou: 0.3305 loss_ce_0: 0.4711 loss_bbox_0: 0.2805 loss_giou_0: 0.4956 loss_ce_1: 0.3802 loss_bbox_1: 0.1962 loss_giou_1: 0.3654 loss_ce_2: 0.3152 loss_bbox_2: 0.1762 loss_giou_2: 0.3388 loss_ce_3: 0.2731 loss_bbox_3: 0.1669 loss_giou_3: 0.3346 loss_ce_4: 0.2528 loss_bbox_4: 0.1666 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:06] d2.utils.events INFO: eta: 11:13:25 iter: 306119 total_loss: 5.307 loss_ce: 0.2514 loss_bbox: 0.1761 loss_giou: 0.3289 loss_ce_0: 0.4901 loss_bbox_0: 0.2943 loss_giou_0: 0.5008 loss_ce_1: 0.3711 loss_bbox_1: 0.2118 loss_giou_1: 0.3631 loss_ce_2: 0.3119 loss_bbox_2: 0.1929 loss_giou_2: 0.343 loss_ce_3: 0.2674 loss_bbox_3: 0.1881 loss_giou_3: 0.3387 loss_ce_4: 0.2498 loss_bbox_4: 0.1798 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:12] d2.utils.events INFO: eta: 11:13:20 iter: 306139 total_loss: 5.418 loss_ce: 0.2513 loss_bbox: 0.1699 loss_giou: 0.3333 loss_ce_0: 0.4672 loss_bbox_0: 0.288 loss_giou_0: 0.5193 loss_ce_1: 0.3625 loss_bbox_1: 0.2041 loss_giou_1: 0.3805 loss_ce_2: 0.292 loss_bbox_2: 0.1811 loss_giou_2: 0.3576 loss_ce_3: 0.2602 loss_bbox_3: 0.1743 loss_giou_3: 0.351 loss_ce_4: 0.2528 loss_bbox_4: 0.1726 loss_giou_4: 0.3369 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:18] d2.utils.events INFO: eta: 11:13:20 iter: 306159 total_loss: 5.493 loss_ce: 0.269 loss_bbox: 0.1676 loss_giou: 0.3435 loss_ce_0: 0.4617 loss_bbox_0: 0.2858 loss_giou_0: 0.5295 loss_ce_1: 0.3745 loss_bbox_1: 0.1961 loss_giou_1: 0.3861 loss_ce_2: 0.3175 loss_bbox_2: 0.1746 loss_giou_2: 0.354 loss_ce_3: 0.291 loss_bbox_3: 0.1697 loss_giou_3: 0.3459 loss_ce_4: 0.2757 loss_bbox_4: 0.1681 loss_giou_4: 0.3479 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:23] d2.utils.events INFO: eta: 11:13:23 iter: 306179 total_loss: 5.413 loss_ce: 0.259 loss_bbox: 0.1678 loss_giou: 0.3308 loss_ce_0: 0.4764 loss_bbox_0: 0.3029 loss_giou_0: 0.5183 loss_ce_1: 0.3595 loss_bbox_1: 0.2088 loss_giou_1: 0.3817 loss_ce_2: 0.3047 loss_bbox_2: 0.1922 loss_giou_2: 0.3558 loss_ce_3: 0.2751 loss_bbox_3: 0.1794 loss_giou_3: 0.3432 loss_ce_4: 0.262 loss_bbox_4: 0.1677 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:29] d2.utils.events INFO: eta: 11:13:15 iter: 306199 total_loss: 5.474 loss_ce: 0.2691 loss_bbox: 0.1754 loss_giou: 0.3188 loss_ce_0: 0.4924 loss_bbox_0: 0.2957 loss_giou_0: 0.5299 loss_ce_1: 0.3869 loss_bbox_1: 0.2066 loss_giou_1: 0.3889 loss_ce_2: 0.3069 loss_bbox_2: 0.1896 loss_giou_2: 0.3505 loss_ce_3: 0.2809 loss_bbox_3: 0.1819 loss_giou_3: 0.3343 loss_ce_4: 0.2731 loss_bbox_4: 0.1774 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:35] d2.utils.events INFO: eta: 11:12:57 iter: 306219 total_loss: 5.214 loss_ce: 0.2646 loss_bbox: 0.1672 loss_giou: 0.2995 loss_ce_0: 0.4811 loss_bbox_0: 0.3062 loss_giou_0: 0.4861 loss_ce_1: 0.379 loss_bbox_1: 0.2027 loss_giou_1: 0.3565 loss_ce_2: 0.3149 loss_bbox_2: 0.1809 loss_giou_2: 0.3227 loss_ce_3: 0.2726 loss_bbox_3: 0.1719 loss_giou_3: 0.3137 loss_ce_4: 0.2656 loss_bbox_4: 0.1709 loss_giou_4: 0.3077 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:40] d2.utils.events INFO: eta: 11:13:10 iter: 306239 total_loss: 5.7 loss_ce: 0.2777 loss_bbox: 0.1684 loss_giou: 0.3253 loss_ce_0: 0.4933 loss_bbox_0: 0.2918 loss_giou_0: 0.5218 loss_ce_1: 0.3837 loss_bbox_1: 0.2096 loss_giou_1: 0.3745 loss_ce_2: 0.3321 loss_bbox_2: 0.1876 loss_giou_2: 0.3427 loss_ce_3: 0.2983 loss_bbox_3: 0.1766 loss_giou_3: 0.3351 loss_ce_4: 0.2814 loss_bbox_4: 0.172 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:46] d2.utils.events INFO: eta: 11:13:03 iter: 306259 total_loss: 5.711 loss_ce: 0.2724 loss_bbox: 0.1825 loss_giou: 0.3264 loss_ce_0: 0.4855 loss_bbox_0: 0.3266 loss_giou_0: 0.4887 loss_ce_1: 0.3688 loss_bbox_1: 0.2205 loss_giou_1: 0.3705 loss_ce_2: 0.3221 loss_bbox_2: 0.2046 loss_giou_2: 0.3478 loss_ce_3: 0.29 loss_bbox_3: 0.192 loss_giou_3: 0.3323 loss_ce_4: 0.2799 loss_bbox_4: 0.1835 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:52] d2.utils.events INFO: eta: 11:13:19 iter: 306279 total_loss: 5.6 loss_ce: 0.2672 loss_bbox: 0.1746 loss_giou: 0.3448 loss_ce_0: 0.5019 loss_bbox_0: 0.2929 loss_giou_0: 0.5424 loss_ce_1: 0.396 loss_bbox_1: 0.2112 loss_giou_1: 0.4012 loss_ce_2: 0.3374 loss_bbox_2: 0.1913 loss_giou_2: 0.3704 loss_ce_3: 0.2843 loss_bbox_3: 0.1831 loss_giou_3: 0.359 loss_ce_4: 0.2739 loss_bbox_4: 0.1784 loss_giou_4: 0.3481 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:11:57] d2.utils.events INFO: eta: 11:12:55 iter: 306299 total_loss: 5.502 loss_ce: 0.2576 loss_bbox: 0.1777 loss_giou: 0.3378 loss_ce_0: 0.4672 loss_bbox_0: 0.3079 loss_giou_0: 0.5292 loss_ce_1: 0.3571 loss_bbox_1: 0.2156 loss_giou_1: 0.3906 loss_ce_2: 0.2922 loss_bbox_2: 0.1972 loss_giou_2: 0.3571 loss_ce_3: 0.2697 loss_bbox_3: 0.1848 loss_giou_3: 0.3504 loss_ce_4: 0.2532 loss_bbox_4: 0.1786 loss_giou_4: 0.3456 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:03] d2.utils.events INFO: eta: 11:13:01 iter: 306319 total_loss: 5.731 loss_ce: 0.2921 loss_bbox: 0.1865 loss_giou: 0.3374 loss_ce_0: 0.4746 loss_bbox_0: 0.3065 loss_giou_0: 0.5123 loss_ce_1: 0.3948 loss_bbox_1: 0.217 loss_giou_1: 0.3748 loss_ce_2: 0.3316 loss_bbox_2: 0.1931 loss_giou_2: 0.3518 loss_ce_3: 0.2933 loss_bbox_3: 0.1895 loss_giou_3: 0.3415 loss_ce_4: 0.2875 loss_bbox_4: 0.1883 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:09] d2.utils.events INFO: eta: 11:13:02 iter: 306339 total_loss: 5.317 loss_ce: 0.2596 loss_bbox: 0.1812 loss_giou: 0.3324 loss_ce_0: 0.4959 loss_bbox_0: 0.2989 loss_giou_0: 0.4945 loss_ce_1: 0.3696 loss_bbox_1: 0.2165 loss_giou_1: 0.3707 loss_ce_2: 0.3175 loss_bbox_2: 0.1939 loss_giou_2: 0.3472 loss_ce_3: 0.2782 loss_bbox_3: 0.1911 loss_giou_3: 0.3413 loss_ce_4: 0.2627 loss_bbox_4: 0.1826 loss_giou_4: 0.3344 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:15] d2.utils.events INFO: eta: 11:12:50 iter: 306359 total_loss: 5.277 loss_ce: 0.2548 loss_bbox: 0.1852 loss_giou: 0.3303 loss_ce_0: 0.4733 loss_bbox_0: 0.291 loss_giou_0: 0.5245 loss_ce_1: 0.3684 loss_bbox_1: 0.2091 loss_giou_1: 0.3749 loss_ce_2: 0.3082 loss_bbox_2: 0.1934 loss_giou_2: 0.3397 loss_ce_3: 0.2774 loss_bbox_3: 0.1881 loss_giou_3: 0.3387 loss_ce_4: 0.261 loss_bbox_4: 0.1825 loss_giou_4: 0.3354 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:20] d2.utils.events INFO: eta: 11:12:56 iter: 306379 total_loss: 5.154 loss_ce: 0.2423 loss_bbox: 0.1764 loss_giou: 0.2999 loss_ce_0: 0.4549 loss_bbox_0: 0.3128 loss_giou_0: 0.4909 loss_ce_1: 0.3504 loss_bbox_1: 0.2153 loss_giou_1: 0.3582 loss_ce_2: 0.2784 loss_bbox_2: 0.1974 loss_giou_2: 0.3241 loss_ce_3: 0.2584 loss_bbox_3: 0.1869 loss_giou_3: 0.3149 loss_ce_4: 0.24 loss_bbox_4: 0.1817 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:26] d2.utils.events INFO: eta: 11:13:00 iter: 306399 total_loss: 5.572 loss_ce: 0.2717 loss_bbox: 0.1769 loss_giou: 0.3361 loss_ce_0: 0.4954 loss_bbox_0: 0.2995 loss_giou_0: 0.5435 loss_ce_1: 0.3827 loss_bbox_1: 0.2101 loss_giou_1: 0.3864 loss_ce_2: 0.319 loss_bbox_2: 0.1985 loss_giou_2: 0.3579 loss_ce_3: 0.2808 loss_bbox_3: 0.1856 loss_giou_3: 0.3431 loss_ce_4: 0.2724 loss_bbox_4: 0.1838 loss_giou_4: 0.3408 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:32] d2.utils.events INFO: eta: 11:13:03 iter: 306419 total_loss: 5.499 loss_ce: 0.2537 loss_bbox: 0.19 loss_giou: 0.3378 loss_ce_0: 0.4753 loss_bbox_0: 0.2994 loss_giou_0: 0.5125 loss_ce_1: 0.3786 loss_bbox_1: 0.2086 loss_giou_1: 0.3947 loss_ce_2: 0.2993 loss_bbox_2: 0.1926 loss_giou_2: 0.359 loss_ce_3: 0.2684 loss_bbox_3: 0.191 loss_giou_3: 0.3562 loss_ce_4: 0.2582 loss_bbox_4: 0.1912 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:37] d2.utils.events INFO: eta: 11:13:13 iter: 306439 total_loss: 5.425 loss_ce: 0.241 loss_bbox: 0.1745 loss_giou: 0.3348 loss_ce_0: 0.4824 loss_bbox_0: 0.299 loss_giou_0: 0.5251 loss_ce_1: 0.3749 loss_bbox_1: 0.2072 loss_giou_1: 0.3857 loss_ce_2: 0.3018 loss_bbox_2: 0.1853 loss_giou_2: 0.3545 loss_ce_3: 0.2698 loss_bbox_3: 0.1832 loss_giou_3: 0.3448 loss_ce_4: 0.2484 loss_bbox_4: 0.1799 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:43] d2.utils.events INFO: eta: 11:12:47 iter: 306459 total_loss: 5.125 loss_ce: 0.2418 loss_bbox: 0.1724 loss_giou: 0.3011 loss_ce_0: 0.4552 loss_bbox_0: 0.2956 loss_giou_0: 0.4832 loss_ce_1: 0.3449 loss_bbox_1: 0.2031 loss_giou_1: 0.3559 loss_ce_2: 0.2901 loss_bbox_2: 0.1824 loss_giou_2: 0.3244 loss_ce_3: 0.2584 loss_bbox_3: 0.1767 loss_giou_3: 0.3114 loss_ce_4: 0.2429 loss_bbox_4: 0.1752 loss_giou_4: 0.307 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:49] d2.utils.events INFO: eta: 11:13:02 iter: 306479 total_loss: 5.247 loss_ce: 0.2496 loss_bbox: 0.1734 loss_giou: 0.3389 loss_ce_0: 0.4627 loss_bbox_0: 0.2977 loss_giou_0: 0.5068 loss_ce_1: 0.3552 loss_bbox_1: 0.2057 loss_giou_1: 0.389 loss_ce_2: 0.2878 loss_bbox_2: 0.1873 loss_giou_2: 0.3563 loss_ce_3: 0.2538 loss_bbox_3: 0.1816 loss_giou_3: 0.347 loss_ce_4: 0.2492 loss_bbox_4: 0.1771 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 14:12:55] d2.utils.events INFO: eta: 11:12:46 iter: 306499 total_loss: 5.679 loss_ce: 0.2603 loss_bbox: 0.1852 loss_giou: 0.3597 loss_ce_0: 0.4714 loss_bbox_0: 0.3157 loss_giou_0: 0.537 loss_ce_1: 0.3728 loss_bbox_1: 0.2108 loss_giou_1: 0.4011 loss_ce_2: 0.3141 loss_bbox_2: 0.2019 loss_giou_2: 0.3734 loss_ce_3: 0.2786 loss_bbox_3: 0.1872 loss_giou_3: 0.3646 loss_ce_4: 0.2623 loss_bbox_4: 0.1868 loss_giou_4: 0.36 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:00] d2.utils.events INFO: eta: 11:12:26 iter: 306519 total_loss: 5.17 loss_ce: 0.2457 loss_bbox: 0.1576 loss_giou: 0.302 loss_ce_0: 0.4517 loss_bbox_0: 0.2909 loss_giou_0: 0.4657 loss_ce_1: 0.3497 loss_bbox_1: 0.1897 loss_giou_1: 0.3411 loss_ce_2: 0.279 loss_bbox_2: 0.1738 loss_giou_2: 0.3069 loss_ce_3: 0.2488 loss_bbox_3: 0.1659 loss_giou_3: 0.311 loss_ce_4: 0.2439 loss_bbox_4: 0.1616 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:06] d2.utils.events INFO: eta: 11:11:51 iter: 306539 total_loss: 5.22 loss_ce: 0.2608 loss_bbox: 0.1611 loss_giou: 0.2942 loss_ce_0: 0.4681 loss_bbox_0: 0.2884 loss_giou_0: 0.4751 loss_ce_1: 0.3599 loss_bbox_1: 0.2006 loss_giou_1: 0.3411 loss_ce_2: 0.3036 loss_bbox_2: 0.1791 loss_giou_2: 0.3205 loss_ce_3: 0.2853 loss_bbox_3: 0.1695 loss_giou_3: 0.3015 loss_ce_4: 0.269 loss_bbox_4: 0.1642 loss_giou_4: 0.2977 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:12] d2.utils.events INFO: eta: 11:11:53 iter: 306559 total_loss: 5.426 loss_ce: 0.2664 loss_bbox: 0.1712 loss_giou: 0.3361 loss_ce_0: 0.484 loss_bbox_0: 0.2914 loss_giou_0: 0.5256 loss_ce_1: 0.374 loss_bbox_1: 0.2037 loss_giou_1: 0.3874 loss_ce_2: 0.3081 loss_bbox_2: 0.1853 loss_giou_2: 0.3536 loss_ce_3: 0.2821 loss_bbox_3: 0.1807 loss_giou_3: 0.3418 loss_ce_4: 0.265 loss_bbox_4: 0.179 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:17] d2.utils.events INFO: eta: 11:11:36 iter: 306579 total_loss: 5.254 loss_ce: 0.265 loss_bbox: 0.169 loss_giou: 0.3146 loss_ce_0: 0.4706 loss_bbox_0: 0.2855 loss_giou_0: 0.4754 loss_ce_1: 0.3641 loss_bbox_1: 0.1974 loss_giou_1: 0.3581 loss_ce_2: 0.3004 loss_bbox_2: 0.1824 loss_giou_2: 0.3304 loss_ce_3: 0.2692 loss_bbox_3: 0.1745 loss_giou_3: 0.3186 loss_ce_4: 0.2586 loss_bbox_4: 0.1724 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:23] d2.utils.events INFO: eta: 11:11:34 iter: 306599 total_loss: 5.445 loss_ce: 0.2718 loss_bbox: 0.1715 loss_giou: 0.3324 loss_ce_0: 0.4872 loss_bbox_0: 0.2841 loss_giou_0: 0.5095 loss_ce_1: 0.3579 loss_bbox_1: 0.2029 loss_giou_1: 0.3939 loss_ce_2: 0.3091 loss_bbox_2: 0.1866 loss_giou_2: 0.3679 loss_ce_3: 0.2799 loss_bbox_3: 0.1744 loss_giou_3: 0.3474 loss_ce_4: 0.274 loss_bbox_4: 0.1725 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:28] d2.utils.events INFO: eta: 11:11:24 iter: 306619 total_loss: 5.322 loss_ce: 0.2482 loss_bbox: 0.1694 loss_giou: 0.3122 loss_ce_0: 0.4685 loss_bbox_0: 0.2727 loss_giou_0: 0.476 loss_ce_1: 0.3564 loss_bbox_1: 0.1954 loss_giou_1: 0.3574 loss_ce_2: 0.2944 loss_bbox_2: 0.1808 loss_giou_2: 0.328 loss_ce_3: 0.2626 loss_bbox_3: 0.179 loss_giou_3: 0.3184 loss_ce_4: 0.2535 loss_bbox_4: 0.1746 loss_giou_4: 0.3182 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:34] d2.utils.events INFO: eta: 11:11:19 iter: 306639 total_loss: 5.335 loss_ce: 0.2488 loss_bbox: 0.1855 loss_giou: 0.3124 loss_ce_0: 0.4726 loss_bbox_0: 0.2928 loss_giou_0: 0.4806 loss_ce_1: 0.3727 loss_bbox_1: 0.2095 loss_giou_1: 0.3599 loss_ce_2: 0.2973 loss_bbox_2: 0.196 loss_giou_2: 0.3378 loss_ce_3: 0.2764 loss_bbox_3: 0.1893 loss_giou_3: 0.3277 loss_ce_4: 0.259 loss_bbox_4: 0.1913 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:40] d2.utils.events INFO: eta: 11:11:13 iter: 306659 total_loss: 5.364 loss_ce: 0.2668 loss_bbox: 0.1754 loss_giou: 0.3205 loss_ce_0: 0.4802 loss_bbox_0: 0.2954 loss_giou_0: 0.5072 loss_ce_1: 0.375 loss_bbox_1: 0.209 loss_giou_1: 0.3708 loss_ce_2: 0.311 loss_bbox_2: 0.1994 loss_giou_2: 0.3396 loss_ce_3: 0.2831 loss_bbox_3: 0.1873 loss_giou_3: 0.3307 loss_ce_4: 0.2726 loss_bbox_4: 0.1753 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:46] d2.utils.events INFO: eta: 11:11:06 iter: 306679 total_loss: 5.283 loss_ce: 0.258 loss_bbox: 0.1783 loss_giou: 0.3174 loss_ce_0: 0.4696 loss_bbox_0: 0.298 loss_giou_0: 0.4864 loss_ce_1: 0.3583 loss_bbox_1: 0.2086 loss_giou_1: 0.3738 loss_ce_2: 0.3013 loss_bbox_2: 0.1909 loss_giou_2: 0.3359 loss_ce_3: 0.2645 loss_bbox_3: 0.1801 loss_giou_3: 0.3295 loss_ce_4: 0.2596 loss_bbox_4: 0.176 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:51] d2.utils.events INFO: eta: 11:10:45 iter: 306699 total_loss: 5.192 loss_ce: 0.2382 loss_bbox: 0.193 loss_giou: 0.3082 loss_ce_0: 0.4558 loss_bbox_0: 0.296 loss_giou_0: 0.4766 loss_ce_1: 0.3642 loss_bbox_1: 0.2216 loss_giou_1: 0.352 loss_ce_2: 0.3004 loss_bbox_2: 0.203 loss_giou_2: 0.3205 loss_ce_3: 0.2635 loss_bbox_3: 0.2007 loss_giou_3: 0.3161 loss_ce_4: 0.2423 loss_bbox_4: 0.1947 loss_giou_4: 0.3102 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 14:13:57] d2.utils.events INFO: eta: 11:10:45 iter: 306719 total_loss: 5.737 loss_ce: 0.3002 loss_bbox: 0.1891 loss_giou: 0.358 loss_ce_0: 0.4842 loss_bbox_0: 0.3041 loss_giou_0: 0.5369 loss_ce_1: 0.4022 loss_bbox_1: 0.2154 loss_giou_1: 0.4159 loss_ce_2: 0.3434 loss_bbox_2: 0.198 loss_giou_2: 0.3828 loss_ce_3: 0.308 loss_bbox_3: 0.194 loss_giou_3: 0.3682 loss_ce_4: 0.3013 loss_bbox_4: 0.1926 loss_giou_4: 0.3649 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:03] d2.utils.events INFO: eta: 11:10:51 iter: 306739 total_loss: 5.449 loss_ce: 0.2568 loss_bbox: 0.1686 loss_giou: 0.3274 loss_ce_0: 0.4868 loss_bbox_0: 0.3029 loss_giou_0: 0.5049 loss_ce_1: 0.3848 loss_bbox_1: 0.1939 loss_giou_1: 0.382 loss_ce_2: 0.3138 loss_bbox_2: 0.1743 loss_giou_2: 0.3441 loss_ce_3: 0.2775 loss_bbox_3: 0.1742 loss_giou_3: 0.3326 loss_ce_4: 0.2651 loss_bbox_4: 0.1715 loss_giou_4: 0.327 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:08] d2.utils.events INFO: eta: 11:11:07 iter: 306759 total_loss: 5.404 loss_ce: 0.2604 loss_bbox: 0.1621 loss_giou: 0.3285 loss_ce_0: 0.4943 loss_bbox_0: 0.2995 loss_giou_0: 0.5144 loss_ce_1: 0.3812 loss_bbox_1: 0.204 loss_giou_1: 0.3866 loss_ce_2: 0.3227 loss_bbox_2: 0.1775 loss_giou_2: 0.3546 loss_ce_3: 0.2862 loss_bbox_3: 0.167 loss_giou_3: 0.3422 loss_ce_4: 0.2688 loss_bbox_4: 0.1639 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:14] d2.utils.events INFO: eta: 11:11:01 iter: 306779 total_loss: 5.452 loss_ce: 0.2694 loss_bbox: 0.1723 loss_giou: 0.3215 loss_ce_0: 0.487 loss_bbox_0: 0.2978 loss_giou_0: 0.5136 loss_ce_1: 0.3583 loss_bbox_1: 0.2049 loss_giou_1: 0.3756 loss_ce_2: 0.3085 loss_bbox_2: 0.1909 loss_giou_2: 0.3458 loss_ce_3: 0.2968 loss_bbox_3: 0.1776 loss_giou_3: 0.3359 loss_ce_4: 0.2798 loss_bbox_4: 0.1728 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:20] d2.utils.events INFO: eta: 11:10:56 iter: 306799 total_loss: 5.343 loss_ce: 0.25 loss_bbox: 0.175 loss_giou: 0.3217 loss_ce_0: 0.4756 loss_bbox_0: 0.2849 loss_giou_0: 0.4715 loss_ce_1: 0.3527 loss_bbox_1: 0.2148 loss_giou_1: 0.3568 loss_ce_2: 0.2993 loss_bbox_2: 0.1925 loss_giou_2: 0.3333 loss_ce_3: 0.2624 loss_bbox_3: 0.1854 loss_giou_3: 0.3282 loss_ce_4: 0.248 loss_bbox_4: 0.1783 loss_giou_4: 0.3245 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:25] d2.utils.events INFO: eta: 11:11:02 iter: 306819 total_loss: 5.205 loss_ce: 0.2505 loss_bbox: 0.153 loss_giou: 0.3196 loss_ce_0: 0.4817 loss_bbox_0: 0.2818 loss_giou_0: 0.5027 loss_ce_1: 0.3585 loss_bbox_1: 0.1833 loss_giou_1: 0.3695 loss_ce_2: 0.3067 loss_bbox_2: 0.1717 loss_giou_2: 0.3293 loss_ce_3: 0.2664 loss_bbox_3: 0.1552 loss_giou_3: 0.3224 loss_ce_4: 0.2555 loss_bbox_4: 0.1525 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:31] d2.utils.events INFO: eta: 11:11:02 iter: 306839 total_loss: 5.528 loss_ce: 0.2718 loss_bbox: 0.1849 loss_giou: 0.3305 loss_ce_0: 0.4962 loss_bbox_0: 0.3095 loss_giou_0: 0.4814 loss_ce_1: 0.3869 loss_bbox_1: 0.2222 loss_giou_1: 0.3765 loss_ce_2: 0.3315 loss_bbox_2: 0.2053 loss_giou_2: 0.3508 loss_ce_3: 0.2996 loss_bbox_3: 0.1894 loss_giou_3: 0.3397 loss_ce_4: 0.2737 loss_bbox_4: 0.1892 loss_giou_4: 0.3352 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:37] d2.utils.events INFO: eta: 11:10:47 iter: 306859 total_loss: 5.412 loss_ce: 0.2577 loss_bbox: 0.1691 loss_giou: 0.3218 loss_ce_0: 0.4604 loss_bbox_0: 0.2997 loss_giou_0: 0.489 loss_ce_1: 0.362 loss_bbox_1: 0.2088 loss_giou_1: 0.3788 loss_ce_2: 0.313 loss_bbox_2: 0.1858 loss_giou_2: 0.3391 loss_ce_3: 0.2817 loss_bbox_3: 0.1755 loss_giou_3: 0.3355 loss_ce_4: 0.2583 loss_bbox_4: 0.1721 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:42] d2.utils.events INFO: eta: 11:10:17 iter: 306879 total_loss: 5.266 loss_ce: 0.2515 loss_bbox: 0.1593 loss_giou: 0.3238 loss_ce_0: 0.4758 loss_bbox_0: 0.2845 loss_giou_0: 0.5095 loss_ce_1: 0.3527 loss_bbox_1: 0.1903 loss_giou_1: 0.3722 loss_ce_2: 0.2955 loss_bbox_2: 0.1721 loss_giou_2: 0.3404 loss_ce_3: 0.2697 loss_bbox_3: 0.1644 loss_giou_3: 0.3354 loss_ce_4: 0.2535 loss_bbox_4: 0.1607 loss_giou_4: 0.3232 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:48] d2.utils.events INFO: eta: 11:10:06 iter: 306899 total_loss: 5.469 loss_ce: 0.2783 loss_bbox: 0.1678 loss_giou: 0.325 loss_ce_0: 0.4789 loss_bbox_0: 0.2939 loss_giou_0: 0.5112 loss_ce_1: 0.3757 loss_bbox_1: 0.1989 loss_giou_1: 0.3745 loss_ce_2: 0.3143 loss_bbox_2: 0.1874 loss_giou_2: 0.3441 loss_ce_3: 0.2947 loss_bbox_3: 0.1796 loss_giou_3: 0.3333 loss_ce_4: 0.2761 loss_bbox_4: 0.1727 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:54] d2.utils.events INFO: eta: 11:10:01 iter: 306919 total_loss: 5.358 loss_ce: 0.2628 loss_bbox: 0.1681 loss_giou: 0.3118 loss_ce_0: 0.4977 loss_bbox_0: 0.2984 loss_giou_0: 0.477 loss_ce_1: 0.3794 loss_bbox_1: 0.2042 loss_giou_1: 0.3574 loss_ce_2: 0.3211 loss_bbox_2: 0.1841 loss_giou_2: 0.3388 loss_ce_3: 0.2851 loss_bbox_3: 0.1742 loss_giou_3: 0.3201 loss_ce_4: 0.2705 loss_bbox_4: 0.1726 loss_giou_4: 0.315 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 14:14:59] d2.utils.events INFO: eta: 11:09:55 iter: 306939 total_loss: 5.537 loss_ce: 0.2806 loss_bbox: 0.1808 loss_giou: 0.3298 loss_ce_0: 0.4879 loss_bbox_0: 0.3189 loss_giou_0: 0.5055 loss_ce_1: 0.3842 loss_bbox_1: 0.2216 loss_giou_1: 0.3742 loss_ce_2: 0.3439 loss_bbox_2: 0.2008 loss_giou_2: 0.3477 loss_ce_3: 0.2978 loss_bbox_3: 0.1911 loss_giou_3: 0.3345 loss_ce_4: 0.2806 loss_bbox_4: 0.1852 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:05] d2.utils.events INFO: eta: 11:09:49 iter: 306959 total_loss: 5.291 loss_ce: 0.2445 loss_bbox: 0.1695 loss_giou: 0.3171 loss_ce_0: 0.4681 loss_bbox_0: 0.294 loss_giou_0: 0.5132 loss_ce_1: 0.3633 loss_bbox_1: 0.2026 loss_giou_1: 0.3681 loss_ce_2: 0.2929 loss_bbox_2: 0.1862 loss_giou_2: 0.3359 loss_ce_3: 0.2614 loss_bbox_3: 0.1768 loss_giou_3: 0.3263 loss_ce_4: 0.2447 loss_bbox_4: 0.1723 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:11] d2.utils.events INFO: eta: 11:09:39 iter: 306979 total_loss: 5.599 loss_ce: 0.289 loss_bbox: 0.1783 loss_giou: 0.3184 loss_ce_0: 0.494 loss_bbox_0: 0.3098 loss_giou_0: 0.4894 loss_ce_1: 0.4013 loss_bbox_1: 0.2129 loss_giou_1: 0.3696 loss_ce_2: 0.3336 loss_bbox_2: 0.1911 loss_giou_2: 0.3359 loss_ce_3: 0.3026 loss_bbox_3: 0.1851 loss_giou_3: 0.3289 loss_ce_4: 0.2895 loss_bbox_4: 0.1786 loss_giou_4: 0.3246 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:17] d2.utils.events INFO: eta: 11:09:26 iter: 306999 total_loss: 5.493 loss_ce: 0.2519 loss_bbox: 0.1615 loss_giou: 0.3291 loss_ce_0: 0.4921 loss_bbox_0: 0.2819 loss_giou_0: 0.5152 loss_ce_1: 0.3695 loss_bbox_1: 0.1943 loss_giou_1: 0.3685 loss_ce_2: 0.3122 loss_bbox_2: 0.175 loss_giou_2: 0.3423 loss_ce_3: 0.2782 loss_bbox_3: 0.1679 loss_giou_3: 0.3377 loss_ce_4: 0.2574 loss_bbox_4: 0.1663 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:22] d2.utils.events INFO: eta: 11:09:21 iter: 307019 total_loss: 5.448 loss_ce: 0.2584 loss_bbox: 0.1612 loss_giou: 0.3292 loss_ce_0: 0.4791 loss_bbox_0: 0.2828 loss_giou_0: 0.5085 loss_ce_1: 0.3754 loss_bbox_1: 0.1906 loss_giou_1: 0.3865 loss_ce_2: 0.3188 loss_bbox_2: 0.1774 loss_giou_2: 0.356 loss_ce_3: 0.2823 loss_bbox_3: 0.1672 loss_giou_3: 0.3417 loss_ce_4: 0.2658 loss_bbox_4: 0.1638 loss_giou_4: 0.3385 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:28] d2.utils.events INFO: eta: 11:09:26 iter: 307039 total_loss: 5.311 loss_ce: 0.2556 loss_bbox: 0.1608 loss_giou: 0.2991 loss_ce_0: 0.4807 loss_bbox_0: 0.2849 loss_giou_0: 0.4938 loss_ce_1: 0.3738 loss_bbox_1: 0.1922 loss_giou_1: 0.3484 loss_ce_2: 0.3116 loss_bbox_2: 0.1742 loss_giou_2: 0.3201 loss_ce_3: 0.2793 loss_bbox_3: 0.1694 loss_giou_3: 0.3163 loss_ce_4: 0.2671 loss_bbox_4: 0.1641 loss_giou_4: 0.307 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:34] d2.utils.events INFO: eta: 11:09:22 iter: 307059 total_loss: 5.427 loss_ce: 0.2537 loss_bbox: 0.1983 loss_giou: 0.3163 loss_ce_0: 0.4806 loss_bbox_0: 0.3042 loss_giou_0: 0.4711 loss_ce_1: 0.3586 loss_bbox_1: 0.2215 loss_giou_1: 0.3542 loss_ce_2: 0.3152 loss_bbox_2: 0.2022 loss_giou_2: 0.321 loss_ce_3: 0.2733 loss_bbox_3: 0.2036 loss_giou_3: 0.3235 loss_ce_4: 0.2578 loss_bbox_4: 0.1992 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:39] d2.utils.events INFO: eta: 11:09:26 iter: 307079 total_loss: 5.487 loss_ce: 0.2585 loss_bbox: 0.1793 loss_giou: 0.3278 loss_ce_0: 0.4819 loss_bbox_0: 0.3005 loss_giou_0: 0.5191 loss_ce_1: 0.3762 loss_bbox_1: 0.2207 loss_giou_1: 0.392 loss_ce_2: 0.316 loss_bbox_2: 0.1933 loss_giou_2: 0.3525 loss_ce_3: 0.2736 loss_bbox_3: 0.1849 loss_giou_3: 0.3384 loss_ce_4: 0.2616 loss_bbox_4: 0.1836 loss_giou_4: 0.3369 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:45] d2.utils.events INFO: eta: 11:09:21 iter: 307099 total_loss: 5.147 loss_ce: 0.2275 loss_bbox: 0.1657 loss_giou: 0.3138 loss_ce_0: 0.4595 loss_bbox_0: 0.2891 loss_giou_0: 0.5056 loss_ce_1: 0.351 loss_bbox_1: 0.1936 loss_giou_1: 0.3658 loss_ce_2: 0.2798 loss_bbox_2: 0.1738 loss_giou_2: 0.3306 loss_ce_3: 0.2458 loss_bbox_3: 0.1729 loss_giou_3: 0.3204 loss_ce_4: 0.233 loss_bbox_4: 0.1728 loss_giou_4: 0.3182 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:51] d2.utils.events INFO: eta: 11:09:07 iter: 307119 total_loss: 5.479 loss_ce: 0.2671 loss_bbox: 0.177 loss_giou: 0.3391 loss_ce_0: 0.4777 loss_bbox_0: 0.2967 loss_giou_0: 0.5114 loss_ce_1: 0.3723 loss_bbox_1: 0.2057 loss_giou_1: 0.3661 loss_ce_2: 0.3084 loss_bbox_2: 0.1938 loss_giou_2: 0.3479 loss_ce_3: 0.2857 loss_bbox_3: 0.1865 loss_giou_3: 0.3467 loss_ce_4: 0.2651 loss_bbox_4: 0.1838 loss_giou_4: 0.3461 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 14:15:56] d2.utils.events INFO: eta: 11:08:58 iter: 307139 total_loss: 5.445 loss_ce: 0.2676 loss_bbox: 0.168 loss_giou: 0.3227 loss_ce_0: 0.4883 loss_bbox_0: 0.2871 loss_giou_0: 0.5069 loss_ce_1: 0.3699 loss_bbox_1: 0.1936 loss_giou_1: 0.3618 loss_ce_2: 0.3144 loss_bbox_2: 0.1761 loss_giou_2: 0.3363 loss_ce_3: 0.2909 loss_bbox_3: 0.1721 loss_giou_3: 0.3349 loss_ce_4: 0.274 loss_bbox_4: 0.1695 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:02] d2.utils.events INFO: eta: 11:08:42 iter: 307159 total_loss: 5.235 loss_ce: 0.2585 loss_bbox: 0.1773 loss_giou: 0.2917 loss_ce_0: 0.4761 loss_bbox_0: 0.2955 loss_giou_0: 0.4537 loss_ce_1: 0.3585 loss_bbox_1: 0.2065 loss_giou_1: 0.3326 loss_ce_2: 0.3002 loss_bbox_2: 0.1858 loss_giou_2: 0.3081 loss_ce_3: 0.2711 loss_bbox_3: 0.1794 loss_giou_3: 0.2968 loss_ce_4: 0.2573 loss_bbox_4: 0.1802 loss_giou_4: 0.2939 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:08] d2.utils.events INFO: eta: 11:08:34 iter: 307179 total_loss: 5.642 loss_ce: 0.2839 loss_bbox: 0.1824 loss_giou: 0.3342 loss_ce_0: 0.4874 loss_bbox_0: 0.3171 loss_giou_0: 0.5183 loss_ce_1: 0.3843 loss_bbox_1: 0.2155 loss_giou_1: 0.3652 loss_ce_2: 0.3318 loss_bbox_2: 0.1965 loss_giou_2: 0.3514 loss_ce_3: 0.2996 loss_bbox_3: 0.1869 loss_giou_3: 0.3412 loss_ce_4: 0.2853 loss_bbox_4: 0.1843 loss_giou_4: 0.3374 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:13] d2.utils.events INFO: eta: 11:08:31 iter: 307199 total_loss: 5.339 loss_ce: 0.2584 loss_bbox: 0.1762 loss_giou: 0.3082 loss_ce_0: 0.4793 loss_bbox_0: 0.308 loss_giou_0: 0.4917 loss_ce_1: 0.3656 loss_bbox_1: 0.2079 loss_giou_1: 0.35 loss_ce_2: 0.2997 loss_bbox_2: 0.1904 loss_giou_2: 0.318 loss_ce_3: 0.2784 loss_bbox_3: 0.1812 loss_giou_3: 0.3128 loss_ce_4: 0.2603 loss_bbox_4: 0.1773 loss_giou_4: 0.3124 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:19] d2.utils.events INFO: eta: 11:08:28 iter: 307219 total_loss: 5.345 loss_ce: 0.2495 loss_bbox: 0.1723 loss_giou: 0.3257 loss_ce_0: 0.4616 loss_bbox_0: 0.2952 loss_giou_0: 0.5079 loss_ce_1: 0.3576 loss_bbox_1: 0.2041 loss_giou_1: 0.3714 loss_ce_2: 0.2919 loss_bbox_2: 0.1854 loss_giou_2: 0.3522 loss_ce_3: 0.2708 loss_bbox_3: 0.1816 loss_giou_3: 0.3406 loss_ce_4: 0.2522 loss_bbox_4: 0.1771 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:25] d2.utils.events INFO: eta: 11:08:12 iter: 307239 total_loss: 5.365 loss_ce: 0.2641 loss_bbox: 0.1618 loss_giou: 0.3168 loss_ce_0: 0.472 loss_bbox_0: 0.295 loss_giou_0: 0.501 loss_ce_1: 0.3672 loss_bbox_1: 0.2055 loss_giou_1: 0.3645 loss_ce_2: 0.3064 loss_bbox_2: 0.1855 loss_giou_2: 0.3368 loss_ce_3: 0.2735 loss_bbox_3: 0.175 loss_giou_3: 0.3297 loss_ce_4: 0.2601 loss_bbox_4: 0.1676 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:30] d2.utils.events INFO: eta: 11:08:04 iter: 307259 total_loss: 5.514 loss_ce: 0.2634 loss_bbox: 0.1694 loss_giou: 0.3445 loss_ce_0: 0.4783 loss_bbox_0: 0.3028 loss_giou_0: 0.5584 loss_ce_1: 0.3558 loss_bbox_1: 0.2118 loss_giou_1: 0.3953 loss_ce_2: 0.3083 loss_bbox_2: 0.1837 loss_giou_2: 0.3677 loss_ce_3: 0.2742 loss_bbox_3: 0.182 loss_giou_3: 0.3541 loss_ce_4: 0.2675 loss_bbox_4: 0.1707 loss_giou_4: 0.348 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:36] d2.utils.events INFO: eta: 11:07:56 iter: 307279 total_loss: 5.432 loss_ce: 0.27 loss_bbox: 0.1775 loss_giou: 0.3242 loss_ce_0: 0.4949 loss_bbox_0: 0.2996 loss_giou_0: 0.5028 loss_ce_1: 0.38 loss_bbox_1: 0.2144 loss_giou_1: 0.3729 loss_ce_2: 0.3183 loss_bbox_2: 0.1961 loss_giou_2: 0.3391 loss_ce_3: 0.2912 loss_bbox_3: 0.1833 loss_giou_3: 0.3321 loss_ce_4: 0.274 loss_bbox_4: 0.1833 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:42] d2.utils.events INFO: eta: 11:07:50 iter: 307299 total_loss: 5.565 loss_ce: 0.2773 loss_bbox: 0.1781 loss_giou: 0.3329 loss_ce_0: 0.4903 loss_bbox_0: 0.3038 loss_giou_0: 0.4971 loss_ce_1: 0.3885 loss_bbox_1: 0.2057 loss_giou_1: 0.3733 loss_ce_2: 0.3276 loss_bbox_2: 0.194 loss_giou_2: 0.3403 loss_ce_3: 0.2976 loss_bbox_3: 0.1878 loss_giou_3: 0.3408 loss_ce_4: 0.2876 loss_bbox_4: 0.1805 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:47] d2.utils.events INFO: eta: 11:07:42 iter: 307319 total_loss: 5.364 loss_ce: 0.2744 loss_bbox: 0.1724 loss_giou: 0.3022 loss_ce_0: 0.4836 loss_bbox_0: 0.2897 loss_giou_0: 0.479 loss_ce_1: 0.3699 loss_bbox_1: 0.2005 loss_giou_1: 0.353 loss_ce_2: 0.3205 loss_bbox_2: 0.1814 loss_giou_2: 0.3213 loss_ce_3: 0.2874 loss_bbox_3: 0.1777 loss_giou_3: 0.3101 loss_ce_4: 0.2741 loss_bbox_4: 0.1726 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:53] d2.utils.events INFO: eta: 11:07:25 iter: 307339 total_loss: 5.022 loss_ce: 0.2664 loss_bbox: 0.167 loss_giou: 0.2918 loss_ce_0: 0.4801 loss_bbox_0: 0.3027 loss_giou_0: 0.452 loss_ce_1: 0.3795 loss_bbox_1: 0.2088 loss_giou_1: 0.3325 loss_ce_2: 0.3116 loss_bbox_2: 0.1802 loss_giou_2: 0.3103 loss_ce_3: 0.2798 loss_bbox_3: 0.1724 loss_giou_3: 0.2951 loss_ce_4: 0.2642 loss_bbox_4: 0.1678 loss_giou_4: 0.2908 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 14:16:59] d2.utils.events INFO: eta: 11:07:11 iter: 307359 total_loss: 5.483 loss_ce: 0.2875 loss_bbox: 0.1698 loss_giou: 0.317 loss_ce_0: 0.4892 loss_bbox_0: 0.2892 loss_giou_0: 0.5168 loss_ce_1: 0.3912 loss_bbox_1: 0.2011 loss_giou_1: 0.3705 loss_ce_2: 0.3279 loss_bbox_2: 0.1861 loss_giou_2: 0.3375 loss_ce_3: 0.2888 loss_bbox_3: 0.1787 loss_giou_3: 0.3269 loss_ce_4: 0.2846 loss_bbox_4: 0.1713 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:04] d2.utils.events INFO: eta: 11:06:49 iter: 307379 total_loss: 5.373 loss_ce: 0.2545 loss_bbox: 0.1763 loss_giou: 0.3211 loss_ce_0: 0.4807 loss_bbox_0: 0.2868 loss_giou_0: 0.5139 loss_ce_1: 0.371 loss_bbox_1: 0.2027 loss_giou_1: 0.3748 loss_ce_2: 0.3102 loss_bbox_2: 0.1864 loss_giou_2: 0.3445 loss_ce_3: 0.2765 loss_bbox_3: 0.1805 loss_giou_3: 0.3325 loss_ce_4: 0.2626 loss_bbox_4: 0.1796 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:10] d2.utils.events INFO: eta: 11:06:40 iter: 307399 total_loss: 5.206 loss_ce: 0.2439 loss_bbox: 0.1674 loss_giou: 0.3061 loss_ce_0: 0.4665 loss_bbox_0: 0.2957 loss_giou_0: 0.486 loss_ce_1: 0.3493 loss_bbox_1: 0.1991 loss_giou_1: 0.3681 loss_ce_2: 0.2797 loss_bbox_2: 0.1749 loss_giou_2: 0.3355 loss_ce_3: 0.2569 loss_bbox_3: 0.1716 loss_giou_3: 0.315 loss_ce_4: 0.2467 loss_bbox_4: 0.1665 loss_giou_4: 0.308 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:16] d2.utils.events INFO: eta: 11:06:24 iter: 307419 total_loss: 5.379 loss_ce: 0.2737 loss_bbox: 0.1683 loss_giou: 0.3255 loss_ce_0: 0.4821 loss_bbox_0: 0.286 loss_giou_0: 0.4907 loss_ce_1: 0.3766 loss_bbox_1: 0.2012 loss_giou_1: 0.37 loss_ce_2: 0.3125 loss_bbox_2: 0.1833 loss_giou_2: 0.3434 loss_ce_3: 0.2832 loss_bbox_3: 0.1754 loss_giou_3: 0.3313 loss_ce_4: 0.2736 loss_bbox_4: 0.1725 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:21] d2.utils.events INFO: eta: 11:06:13 iter: 307439 total_loss: 5.416 loss_ce: 0.2473 loss_bbox: 0.1687 loss_giou: 0.3342 loss_ce_0: 0.4779 loss_bbox_0: 0.3055 loss_giou_0: 0.5204 loss_ce_1: 0.3784 loss_bbox_1: 0.2074 loss_giou_1: 0.3871 loss_ce_2: 0.3117 loss_bbox_2: 0.1925 loss_giou_2: 0.3564 loss_ce_3: 0.2634 loss_bbox_3: 0.1773 loss_giou_3: 0.3465 loss_ce_4: 0.2542 loss_bbox_4: 0.174 loss_giou_4: 0.3426 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:27] d2.utils.events INFO: eta: 11:06:13 iter: 307459 total_loss: 5.421 loss_ce: 0.2653 loss_bbox: 0.1689 loss_giou: 0.3251 loss_ce_0: 0.4701 loss_bbox_0: 0.2918 loss_giou_0: 0.4953 loss_ce_1: 0.3675 loss_bbox_1: 0.2017 loss_giou_1: 0.3676 loss_ce_2: 0.3099 loss_bbox_2: 0.1801 loss_giou_2: 0.338 loss_ce_3: 0.2798 loss_bbox_3: 0.1715 loss_giou_3: 0.3282 loss_ce_4: 0.2659 loss_bbox_4: 0.1686 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:33] d2.utils.events INFO: eta: 11:06:07 iter: 307479 total_loss: 5.429 loss_ce: 0.266 loss_bbox: 0.1598 loss_giou: 0.3297 loss_ce_0: 0.4769 loss_bbox_0: 0.2717 loss_giou_0: 0.5037 loss_ce_1: 0.3584 loss_bbox_1: 0.1921 loss_giou_1: 0.3798 loss_ce_2: 0.3068 loss_bbox_2: 0.1694 loss_giou_2: 0.3474 loss_ce_3: 0.2779 loss_bbox_3: 0.1633 loss_giou_3: 0.3466 loss_ce_4: 0.266 loss_bbox_4: 0.1632 loss_giou_4: 0.3364 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:38] d2.utils.events INFO: eta: 11:06:01 iter: 307499 total_loss: 5.585 loss_ce: 0.2813 loss_bbox: 0.1817 loss_giou: 0.3355 loss_ce_0: 0.4843 loss_bbox_0: 0.2959 loss_giou_0: 0.5275 loss_ce_1: 0.3742 loss_bbox_1: 0.211 loss_giou_1: 0.3771 loss_ce_2: 0.3155 loss_bbox_2: 0.1935 loss_giou_2: 0.355 loss_ce_3: 0.2813 loss_bbox_3: 0.1902 loss_giou_3: 0.3457 loss_ce_4: 0.2819 loss_bbox_4: 0.1844 loss_giou_4: 0.3382 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:44] d2.utils.events INFO: eta: 11:06:26 iter: 307519 total_loss: 5.428 loss_ce: 0.2562 loss_bbox: 0.1575 loss_giou: 0.3232 loss_ce_0: 0.4595 loss_bbox_0: 0.2852 loss_giou_0: 0.5075 loss_ce_1: 0.3643 loss_bbox_1: 0.1919 loss_giou_1: 0.368 loss_ce_2: 0.3084 loss_bbox_2: 0.1734 loss_giou_2: 0.3429 loss_ce_3: 0.2747 loss_bbox_3: 0.1648 loss_giou_3: 0.3321 loss_ce_4: 0.2553 loss_bbox_4: 0.1613 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:50] d2.utils.events INFO: eta: 11:06:38 iter: 307539 total_loss: 5.56 loss_ce: 0.2755 loss_bbox: 0.1797 loss_giou: 0.3086 loss_ce_0: 0.4881 loss_bbox_0: 0.2943 loss_giou_0: 0.4859 loss_ce_1: 0.379 loss_bbox_1: 0.2156 loss_giou_1: 0.3529 loss_ce_2: 0.312 loss_bbox_2: 0.1904 loss_giou_2: 0.3284 loss_ce_3: 0.2766 loss_bbox_3: 0.1905 loss_giou_3: 0.3171 loss_ce_4: 0.2647 loss_bbox_4: 0.1799 loss_giou_4: 0.3113 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:17:55] d2.utils.events INFO: eta: 11:06:23 iter: 307559 total_loss: 5.343 loss_ce: 0.2341 loss_bbox: 0.1689 loss_giou: 0.3178 loss_ce_0: 0.4588 loss_bbox_0: 0.2922 loss_giou_0: 0.4867 loss_ce_1: 0.3579 loss_bbox_1: 0.2075 loss_giou_1: 0.3708 loss_ce_2: 0.2958 loss_bbox_2: 0.1861 loss_giou_2: 0.3334 loss_ce_3: 0.2486 loss_bbox_3: 0.1761 loss_giou_3: 0.3261 loss_ce_4: 0.2401 loss_bbox_4: 0.1733 loss_giou_4: 0.3172 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:01] d2.utils.events INFO: eta: 11:06:19 iter: 307579 total_loss: 5.369 loss_ce: 0.2618 loss_bbox: 0.1747 loss_giou: 0.331 loss_ce_0: 0.4858 loss_bbox_0: 0.2912 loss_giou_0: 0.5041 loss_ce_1: 0.3759 loss_bbox_1: 0.2012 loss_giou_1: 0.3649 loss_ce_2: 0.314 loss_bbox_2: 0.185 loss_giou_2: 0.3404 loss_ce_3: 0.2881 loss_bbox_3: 0.1781 loss_giou_3: 0.3336 loss_ce_4: 0.2633 loss_bbox_4: 0.1746 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:07] d2.utils.events INFO: eta: 11:06:13 iter: 307599 total_loss: 5.592 loss_ce: 0.2647 loss_bbox: 0.1685 loss_giou: 0.3313 loss_ce_0: 0.4821 loss_bbox_0: 0.3038 loss_giou_0: 0.5236 loss_ce_1: 0.3824 loss_bbox_1: 0.2124 loss_giou_1: 0.3948 loss_ce_2: 0.3104 loss_bbox_2: 0.1869 loss_giou_2: 0.3599 loss_ce_3: 0.2717 loss_bbox_3: 0.1796 loss_giou_3: 0.3513 loss_ce_4: 0.2635 loss_bbox_4: 0.1736 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:12] d2.utils.events INFO: eta: 11:06:18 iter: 307619 total_loss: 5.272 loss_ce: 0.2521 loss_bbox: 0.1788 loss_giou: 0.3161 loss_ce_0: 0.4828 loss_bbox_0: 0.2941 loss_giou_0: 0.4966 loss_ce_1: 0.3655 loss_bbox_1: 0.2163 loss_giou_1: 0.3544 loss_ce_2: 0.3029 loss_bbox_2: 0.1981 loss_giou_2: 0.3302 loss_ce_3: 0.2749 loss_bbox_3: 0.1896 loss_giou_3: 0.3293 loss_ce_4: 0.2624 loss_bbox_4: 0.1858 loss_giou_4: 0.3194 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:18] d2.utils.events INFO: eta: 11:06:06 iter: 307639 total_loss: 5.313 loss_ce: 0.25 loss_bbox: 0.1654 loss_giou: 0.3309 loss_ce_0: 0.4766 loss_bbox_0: 0.2902 loss_giou_0: 0.503 loss_ce_1: 0.3754 loss_bbox_1: 0.1899 loss_giou_1: 0.3666 loss_ce_2: 0.318 loss_bbox_2: 0.1746 loss_giou_2: 0.351 loss_ce_3: 0.2704 loss_bbox_3: 0.1702 loss_giou_3: 0.3425 loss_ce_4: 0.26 loss_bbox_4: 0.168 loss_giou_4: 0.3382 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:24] d2.utils.events INFO: eta: 11:06:07 iter: 307659 total_loss: 5.28 loss_ce: 0.2401 loss_bbox: 0.1743 loss_giou: 0.3234 loss_ce_0: 0.467 loss_bbox_0: 0.2907 loss_giou_0: 0.4931 loss_ce_1: 0.3546 loss_bbox_1: 0.2091 loss_giou_1: 0.3704 loss_ce_2: 0.2851 loss_bbox_2: 0.1869 loss_giou_2: 0.3355 loss_ce_3: 0.2599 loss_bbox_3: 0.1826 loss_giou_3: 0.329 loss_ce_4: 0.2427 loss_bbox_4: 0.1763 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:29] d2.utils.events INFO: eta: 11:06:03 iter: 307679 total_loss: 5.259 loss_ce: 0.2456 loss_bbox: 0.1654 loss_giou: 0.308 loss_ce_0: 0.4725 loss_bbox_0: 0.2995 loss_giou_0: 0.4864 loss_ce_1: 0.3609 loss_bbox_1: 0.2038 loss_giou_1: 0.3538 loss_ce_2: 0.2894 loss_bbox_2: 0.1825 loss_giou_2: 0.3305 loss_ce_3: 0.2612 loss_bbox_3: 0.1757 loss_giou_3: 0.3214 loss_ce_4: 0.2468 loss_bbox_4: 0.1681 loss_giou_4: 0.3104 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:35] d2.utils.events INFO: eta: 11:06:09 iter: 307699 total_loss: 5.14 loss_ce: 0.2424 loss_bbox: 0.1725 loss_giou: 0.3135 loss_ce_0: 0.4589 loss_bbox_0: 0.2947 loss_giou_0: 0.4945 loss_ce_1: 0.3596 loss_bbox_1: 0.2024 loss_giou_1: 0.3541 loss_ce_2: 0.2898 loss_bbox_2: 0.1898 loss_giou_2: 0.3277 loss_ce_3: 0.2616 loss_bbox_3: 0.1809 loss_giou_3: 0.3248 loss_ce_4: 0.2529 loss_bbox_4: 0.1797 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:41] d2.utils.events INFO: eta: 11:06:06 iter: 307719 total_loss: 5.322 loss_ce: 0.269 loss_bbox: 0.1592 loss_giou: 0.3087 loss_ce_0: 0.4902 loss_bbox_0: 0.2939 loss_giou_0: 0.5082 loss_ce_1: 0.373 loss_bbox_1: 0.1912 loss_giou_1: 0.3674 loss_ce_2: 0.3177 loss_bbox_2: 0.1693 loss_giou_2: 0.3327 loss_ce_3: 0.2823 loss_bbox_3: 0.1641 loss_giou_3: 0.3201 loss_ce_4: 0.2694 loss_bbox_4: 0.1611 loss_giou_4: 0.311 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:46] d2.utils.events INFO: eta: 11:06:00 iter: 307739 total_loss: 5.498 loss_ce: 0.273 loss_bbox: 0.1726 loss_giou: 0.3326 loss_ce_0: 0.4961 loss_bbox_0: 0.3005 loss_giou_0: 0.5235 loss_ce_1: 0.3807 loss_bbox_1: 0.2081 loss_giou_1: 0.3921 loss_ce_2: 0.3219 loss_bbox_2: 0.19 loss_giou_2: 0.3622 loss_ce_3: 0.2898 loss_bbox_3: 0.1769 loss_giou_3: 0.3495 loss_ce_4: 0.2748 loss_bbox_4: 0.1739 loss_giou_4: 0.3379 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:52] d2.utils.events INFO: eta: 11:05:41 iter: 307759 total_loss: 5.424 loss_ce: 0.2571 loss_bbox: 0.1651 loss_giou: 0.3331 loss_ce_0: 0.481 loss_bbox_0: 0.295 loss_giou_0: 0.5192 loss_ce_1: 0.3663 loss_bbox_1: 0.1956 loss_giou_1: 0.3846 loss_ce_2: 0.3041 loss_bbox_2: 0.1795 loss_giou_2: 0.3524 loss_ce_3: 0.2744 loss_bbox_3: 0.1668 loss_giou_3: 0.345 loss_ce_4: 0.2628 loss_bbox_4: 0.1673 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:18:58] d2.utils.events INFO: eta: 11:05:27 iter: 307779 total_loss: 5.311 loss_ce: 0.2534 loss_bbox: 0.1679 loss_giou: 0.31 loss_ce_0: 0.4833 loss_bbox_0: 0.2895 loss_giou_0: 0.49 loss_ce_1: 0.3701 loss_bbox_1: 0.1973 loss_giou_1: 0.3558 loss_ce_2: 0.3046 loss_bbox_2: 0.1852 loss_giou_2: 0.332 loss_ce_3: 0.2705 loss_bbox_3: 0.1739 loss_giou_3: 0.3215 loss_ce_4: 0.252 loss_bbox_4: 0.1719 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:19:03] d2.utils.events INFO: eta: 11:05:17 iter: 307799 total_loss: 5.373 loss_ce: 0.2476 loss_bbox: 0.1694 loss_giou: 0.3414 loss_ce_0: 0.4796 loss_bbox_0: 0.2874 loss_giou_0: 0.518 loss_ce_1: 0.3635 loss_bbox_1: 0.2016 loss_giou_1: 0.3917 loss_ce_2: 0.3063 loss_bbox_2: 0.1783 loss_giou_2: 0.3634 loss_ce_3: 0.2652 loss_bbox_3: 0.1756 loss_giou_3: 0.3533 loss_ce_4: 0.2564 loss_bbox_4: 0.1704 loss_giou_4: 0.3485 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 14:19:09] d2.utils.events INFO: eta: 11:05:21 iter: 307819 total_loss: 5.338 loss_ce: 0.2618 loss_bbox: 0.17 loss_giou: 0.3163 loss_ce_0: 0.4751 loss_bbox_0: 0.2993 loss_giou_0: 0.4794 loss_ce_1: 0.3577 loss_bbox_1: 0.2006 loss_giou_1: 0.356 loss_ce_2: 0.3076 loss_bbox_2: 0.1822 loss_giou_2: 0.3366 loss_ce_3: 0.2825 loss_bbox_3: 0.1759 loss_giou_3: 0.3281 loss_ce_4: 0.2784 loss_bbox_4: 0.1705 loss_giou_4: 0.3212 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:19:15] d2.utils.events INFO: eta: 11:05:04 iter: 307839 total_loss: 5.234 loss_ce: 0.2559 loss_bbox: 0.1739 loss_giou: 0.3304 loss_ce_0: 0.4678 loss_bbox_0: 0.2836 loss_giou_0: 0.5056 loss_ce_1: 0.3694 loss_bbox_1: 0.1954 loss_giou_1: 0.3722 loss_ce_2: 0.3083 loss_bbox_2: 0.1841 loss_giou_2: 0.3448 loss_ce_3: 0.2766 loss_bbox_3: 0.185 loss_giou_3: 0.3458 loss_ce_4: 0.2599 loss_bbox_4: 0.1785 loss_giou_4: 0.3368 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:19:21] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 14:19:21] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 14:19:21] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 14:19:22] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 14:19:22] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 14:19:22] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 14:19:29] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0346 s/iter. Eval: 0.0019 s/iter. Total: 0.0373 s/iter. ETA=0:00:22 [11/03 14:19:34] d2.evaluation.evaluator INFO: Inference done 102/625. Dataloading: 0.0032 s/iter. Inference: 0.0501 s/iter. Eval: 0.0005 s/iter. Total: 0.0539 s/iter. ETA=0:00:28 [11/03 14:19:39] d2.evaluation.evaluator INFO: Inference done 202/625. Dataloading: 0.0030 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0521 s/iter. ETA=0:00:22 [11/03 14:19:44] d2.evaluation.evaluator INFO: Inference done 298/625. Dataloading: 0.0030 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0522 s/iter. ETA=0:00:17 [11/03 14:19:49] d2.evaluation.evaluator INFO: Inference done 396/625. Dataloading: 0.0029 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:11 [11/03 14:19:54] d2.evaluation.evaluator INFO: Inference done 494/625. Dataloading: 0.0028 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:06 [11/03 14:19:59] d2.evaluation.evaluator INFO: Inference done 591/625. Dataloading: 0.0029 s/iter. Inference: 0.0485 s/iter. Eval: 0.0004 s/iter. Total: 0.0518 s/iter. ETA=0:00:01 [11/03 14:20:01] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.616318 (0.052607 s / iter per device, on 8 devices) [11/03 14:20:01] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048566 s / iter per device, on 8 devices) [11/03 14:20:08] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 14:20:08] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 14:20:11] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 14:20:14] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 14:20:26] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 12.01 seconds. [11/03 14:20:26] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 14:20:28] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.34 seconds. [11/03 14:20:28] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.793 | 61.617 | 45.844 | 26.128 | 45.106 | 58.638 | [11/03 14:20:28] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.172 | bicycle | 28.555 | car | 43.128 | | motorcycle | 43.205 | airplane | 67.049 | bus | 66.032 | | train | 66.031 | truck | 35.141 | boat | 27.054 | | traffic light | 28.012 | fire hydrant | 67.424 | stop sign | 69.740 | | parking meter | 44.654 | bench | 25.975 | bird | 37.158 | | cat | 72.236 | dog | 67.096 | horse | 61.519 | | sheep | 53.398 | cow | 59.341 | elephant | 65.380 | | bear | 76.960 | zebra | 67.434 | giraffe | 69.278 | | backpack | 14.180 | umbrella | 38.401 | handbag | 15.524 | | tie | 34.955 | suitcase | 42.300 | frisbee | 68.524 | | skis | 25.616 | snowboard | 39.392 | sports ball | 47.206 | | kite | 46.459 | baseball bat | 32.286 | baseball glove | 40.038 | | skateboard | 55.101 | surfboard | 39.713 | tennis racket | 49.158 | | bottle | 37.174 | wine glass | 34.616 | cup | 41.551 | | fork | 34.346 | knife | 16.907 | spoon | 15.624 | | bowl | 42.709 | banana | 23.907 | apple | 22.014 | | sandwich | 37.972 | orange | 34.379 | broccoli | 21.613 | | carrot | 21.362 | hot dog | 37.773 | pizza | 54.441 | | donut | 47.598 | cake | 37.387 | chair | 26.371 | | couch | 45.253 | potted plant | 26.053 | bed | 48.939 | | dining table | 28.910 | toilet | 59.880 | tv | 58.107 | | laptop | 59.285 | mouse | 61.359 | remote | 31.206 | | keyboard | 53.482 | cell phone | 37.373 | microwave | 60.931 | | oven | 35.519 | toaster | 29.304 | sink | 34.482 | | refrigerator | 58.540 | book | 12.444 | clock | 52.447 | | vase | 40.903 | scissors | 34.405 | teddy bear | 46.635 | | hair drier | 4.650 | toothbrush | 30.764 | | | [11/03 14:20:29] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 14:20:29] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 14:20:29] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 14:20:29] d2.evaluation.testing INFO: copypaste: 42.7930,61.6167,45.8444,26.1277,45.1059,58.6377 [11/03 14:20:29] d2.utils.events INFO: eta: 11:05:04 iter: 307859 total_loss: 5.363 loss_ce: 0.2586 loss_bbox: 0.1686 loss_giou: 0.3187 loss_ce_0: 0.4865 loss_bbox_0: 0.2876 loss_giou_0: 0.4902 loss_ce_1: 0.3798 loss_bbox_1: 0.2016 loss_giou_1: 0.3611 loss_ce_2: 0.32 loss_bbox_2: 0.1869 loss_giou_2: 0.3482 loss_ce_3: 0.2761 loss_bbox_3: 0.1794 loss_giou_3: 0.3246 loss_ce_4: 0.2572 loss_bbox_4: 0.1779 loss_giou_4: 0.3211 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 14:20:34] d2.utils.events INFO: eta: 11:05:10 iter: 307879 total_loss: 5.348 loss_ce: 0.2704 loss_bbox: 0.17 loss_giou: 0.3073 loss_ce_0: 0.4742 loss_bbox_0: 0.2959 loss_giou_0: 0.4718 loss_ce_1: 0.3802 loss_bbox_1: 0.2035 loss_giou_1: 0.3553 loss_ce_2: 0.3251 loss_bbox_2: 0.1853 loss_giou_2: 0.3291 loss_ce_3: 0.2875 loss_bbox_3: 0.1742 loss_giou_3: 0.3215 loss_ce_4: 0.2664 loss_bbox_4: 0.1727 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 14:20:40] d2.utils.events INFO: eta: 11:05:15 iter: 307899 total_loss: 5.424 loss_ce: 0.2617 loss_bbox: 0.1755 loss_giou: 0.3117 loss_ce_0: 0.4919 loss_bbox_0: 0.3033 loss_giou_0: 0.4963 loss_ce_1: 0.37 loss_bbox_1: 0.2114 loss_giou_1: 0.3608 loss_ce_2: 0.3072 loss_bbox_2: 0.1914 loss_giou_2: 0.3276 loss_ce_3: 0.2865 loss_bbox_3: 0.181 loss_giou_3: 0.3175 loss_ce_4: 0.2676 loss_bbox_4: 0.178 loss_giou_4: 0.3139 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 14:20:46] d2.utils.events INFO: eta: 11:05:09 iter: 307919 total_loss: 5.553 loss_ce: 0.2667 loss_bbox: 0.1711 loss_giou: 0.337 loss_ce_0: 0.508 loss_bbox_0: 0.2921 loss_giou_0: 0.5069 loss_ce_1: 0.3884 loss_bbox_1: 0.1961 loss_giou_1: 0.3738 loss_ce_2: 0.3196 loss_bbox_2: 0.1755 loss_giou_2: 0.359 loss_ce_3: 0.2829 loss_bbox_3: 0.1724 loss_giou_3: 0.3483 loss_ce_4: 0.2719 loss_bbox_4: 0.1702 loss_giou_4: 0.3424 time: 0.2799 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 14:20:51] d2.utils.events INFO: eta: 11:04:58 iter: 307939 total_loss: 5.257 loss_ce: 0.2763 loss_bbox: 0.1746 loss_giou: 0.3041 loss_ce_0: 0.481 loss_bbox_0: 0.2951 loss_giou_0: 0.4757 loss_ce_1: 0.3831 loss_bbox_1: 0.2041 loss_giou_1: 0.349 loss_ce_2: 0.3145 loss_bbox_2: 0.188 loss_giou_2: 0.3172 loss_ce_3: 0.2865 loss_bbox_3: 0.1771 loss_giou_3: 0.3166 loss_ce_4: 0.2849 loss_bbox_4: 0.1769 loss_giou_4: 0.3043 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 14:20:57] d2.utils.events INFO: eta: 11:04:54 iter: 307959 total_loss: 5.108 loss_ce: 0.2444 loss_bbox: 0.1646 loss_giou: 0.2968 loss_ce_0: 0.47 loss_bbox_0: 0.2816 loss_giou_0: 0.462 loss_ce_1: 0.3505 loss_bbox_1: 0.1834 loss_giou_1: 0.3442 loss_ce_2: 0.2854 loss_bbox_2: 0.1764 loss_giou_2: 0.3214 loss_ce_3: 0.2519 loss_bbox_3: 0.1676 loss_giou_3: 0.3107 loss_ce_4: 0.237 loss_bbox_4: 0.1663 loss_giou_4: 0.2985 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:03] d2.utils.events INFO: eta: 11:04:42 iter: 307979 total_loss: 5.024 loss_ce: 0.2506 loss_bbox: 0.1675 loss_giou: 0.2976 loss_ce_0: 0.4751 loss_bbox_0: 0.275 loss_giou_0: 0.4721 loss_ce_1: 0.3613 loss_bbox_1: 0.1931 loss_giou_1: 0.3411 loss_ce_2: 0.2967 loss_bbox_2: 0.1757 loss_giou_2: 0.3141 loss_ce_3: 0.2605 loss_bbox_3: 0.17 loss_giou_3: 0.3084 loss_ce_4: 0.2616 loss_bbox_4: 0.1662 loss_giou_4: 0.3001 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:08] d2.utils.events INFO: eta: 11:04:49 iter: 307999 total_loss: 5.527 loss_ce: 0.2724 loss_bbox: 0.1783 loss_giou: 0.3283 loss_ce_0: 0.4886 loss_bbox_0: 0.292 loss_giou_0: 0.5113 loss_ce_1: 0.371 loss_bbox_1: 0.215 loss_giou_1: 0.3757 loss_ce_2: 0.3054 loss_bbox_2: 0.1931 loss_giou_2: 0.3441 loss_ce_3: 0.2755 loss_bbox_3: 0.1845 loss_giou_3: 0.3374 loss_ce_4: 0.2607 loss_bbox_4: 0.1831 loss_giou_4: 0.3291 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:14] d2.utils.events INFO: eta: 11:04:51 iter: 308019 total_loss: 5.698 loss_ce: 0.2711 loss_bbox: 0.1741 loss_giou: 0.3505 loss_ce_0: 0.478 loss_bbox_0: 0.3038 loss_giou_0: 0.5291 loss_ce_1: 0.3827 loss_bbox_1: 0.2055 loss_giou_1: 0.3921 loss_ce_2: 0.3158 loss_bbox_2: 0.19 loss_giou_2: 0.3709 loss_ce_3: 0.2868 loss_bbox_3: 0.1828 loss_giou_3: 0.3655 loss_ce_4: 0.2711 loss_bbox_4: 0.179 loss_giou_4: 0.3585 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:20] d2.utils.events INFO: eta: 11:04:41 iter: 308039 total_loss: 5.334 loss_ce: 0.2403 loss_bbox: 0.1827 loss_giou: 0.2983 loss_ce_0: 0.4783 loss_bbox_0: 0.2949 loss_giou_0: 0.4615 loss_ce_1: 0.3704 loss_bbox_1: 0.2144 loss_giou_1: 0.3443 loss_ce_2: 0.2978 loss_bbox_2: 0.1953 loss_giou_2: 0.3224 loss_ce_3: 0.2643 loss_bbox_3: 0.1896 loss_giou_3: 0.3103 loss_ce_4: 0.2475 loss_bbox_4: 0.1843 loss_giou_4: 0.3031 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:26] d2.utils.events INFO: eta: 11:04:43 iter: 308059 total_loss: 5.51 loss_ce: 0.2745 loss_bbox: 0.1755 loss_giou: 0.3258 loss_ce_0: 0.4994 loss_bbox_0: 0.3012 loss_giou_0: 0.5107 loss_ce_1: 0.3817 loss_bbox_1: 0.211 loss_giou_1: 0.3645 loss_ce_2: 0.324 loss_bbox_2: 0.1901 loss_giou_2: 0.3446 loss_ce_3: 0.295 loss_bbox_3: 0.1831 loss_giou_3: 0.3364 loss_ce_4: 0.2822 loss_bbox_4: 0.1792 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:31] d2.utils.events INFO: eta: 11:04:24 iter: 308079 total_loss: 5.538 loss_ce: 0.2666 loss_bbox: 0.1863 loss_giou: 0.3183 loss_ce_0: 0.4777 loss_bbox_0: 0.2987 loss_giou_0: 0.5057 loss_ce_1: 0.3764 loss_bbox_1: 0.2134 loss_giou_1: 0.3739 loss_ce_2: 0.3107 loss_bbox_2: 0.1901 loss_giou_2: 0.3392 loss_ce_3: 0.2802 loss_bbox_3: 0.1949 loss_giou_3: 0.3271 loss_ce_4: 0.2636 loss_bbox_4: 0.1907 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:37] d2.utils.events INFO: eta: 11:04:29 iter: 308099 total_loss: 5.552 loss_ce: 0.2761 loss_bbox: 0.1709 loss_giou: 0.3264 loss_ce_0: 0.5014 loss_bbox_0: 0.2979 loss_giou_0: 0.5113 loss_ce_1: 0.3844 loss_bbox_1: 0.2079 loss_giou_1: 0.3774 loss_ce_2: 0.3163 loss_bbox_2: 0.1798 loss_giou_2: 0.3463 loss_ce_3: 0.2946 loss_bbox_3: 0.1753 loss_giou_3: 0.3365 loss_ce_4: 0.2804 loss_bbox_4: 0.1719 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:43] d2.utils.events INFO: eta: 11:04:29 iter: 308119 total_loss: 5.464 loss_ce: 0.2662 loss_bbox: 0.1769 loss_giou: 0.3166 loss_ce_0: 0.5 loss_bbox_0: 0.305 loss_giou_0: 0.5194 loss_ce_1: 0.3823 loss_bbox_1: 0.2051 loss_giou_1: 0.3677 loss_ce_2: 0.3188 loss_bbox_2: 0.1885 loss_giou_2: 0.3321 loss_ce_3: 0.2864 loss_bbox_3: 0.1803 loss_giou_3: 0.3266 loss_ce_4: 0.2648 loss_bbox_4: 0.1788 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:48] d2.utils.events INFO: eta: 11:04:55 iter: 308139 total_loss: 5.307 loss_ce: 0.243 loss_bbox: 0.1715 loss_giou: 0.3203 loss_ce_0: 0.4779 loss_bbox_0: 0.2877 loss_giou_0: 0.5108 loss_ce_1: 0.3568 loss_bbox_1: 0.1978 loss_giou_1: 0.3894 loss_ce_2: 0.2979 loss_bbox_2: 0.1819 loss_giou_2: 0.3576 loss_ce_3: 0.2659 loss_bbox_3: 0.1857 loss_giou_3: 0.3412 loss_ce_4: 0.2504 loss_bbox_4: 0.1793 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:21:54] d2.utils.events INFO: eta: 11:04:49 iter: 308159 total_loss: 5.258 loss_ce: 0.2622 loss_bbox: 0.1703 loss_giou: 0.319 loss_ce_0: 0.4656 loss_bbox_0: 0.2821 loss_giou_0: 0.4966 loss_ce_1: 0.3525 loss_bbox_1: 0.1945 loss_giou_1: 0.3661 loss_ce_2: 0.3084 loss_bbox_2: 0.182 loss_giou_2: 0.3353 loss_ce_3: 0.2656 loss_bbox_3: 0.1778 loss_giou_3: 0.3252 loss_ce_4: 0.2561 loss_bbox_4: 0.173 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:00] d2.utils.events INFO: eta: 11:04:00 iter: 308179 total_loss: 5.357 loss_ce: 0.257 loss_bbox: 0.168 loss_giou: 0.3268 loss_ce_0: 0.4955 loss_bbox_0: 0.286 loss_giou_0: 0.5228 loss_ce_1: 0.3768 loss_bbox_1: 0.1995 loss_giou_1: 0.3805 loss_ce_2: 0.3044 loss_bbox_2: 0.1765 loss_giou_2: 0.3496 loss_ce_3: 0.2733 loss_bbox_3: 0.1706 loss_giou_3: 0.341 loss_ce_4: 0.2609 loss_bbox_4: 0.1676 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:05] d2.utils.events INFO: eta: 11:03:44 iter: 308199 total_loss: 5.239 loss_ce: 0.2422 loss_bbox: 0.1691 loss_giou: 0.3109 loss_ce_0: 0.4709 loss_bbox_0: 0.2926 loss_giou_0: 0.4855 loss_ce_1: 0.3531 loss_bbox_1: 0.2018 loss_giou_1: 0.3633 loss_ce_2: 0.2863 loss_bbox_2: 0.1856 loss_giou_2: 0.3402 loss_ce_3: 0.2567 loss_bbox_3: 0.1779 loss_giou_3: 0.3199 loss_ce_4: 0.2421 loss_bbox_4: 0.172 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:11] d2.utils.events INFO: eta: 11:03:17 iter: 308219 total_loss: 5.711 loss_ce: 0.2841 loss_bbox: 0.1816 loss_giou: 0.3352 loss_ce_0: 0.4952 loss_bbox_0: 0.3136 loss_giou_0: 0.5223 loss_ce_1: 0.4006 loss_bbox_1: 0.217 loss_giou_1: 0.3872 loss_ce_2: 0.3297 loss_bbox_2: 0.1971 loss_giou_2: 0.3552 loss_ce_3: 0.2994 loss_bbox_3: 0.1852 loss_giou_3: 0.3461 loss_ce_4: 0.2816 loss_bbox_4: 0.1835 loss_giou_4: 0.3375 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:17] d2.utils.events INFO: eta: 11:03:20 iter: 308239 total_loss: 5.542 loss_ce: 0.2639 loss_bbox: 0.188 loss_giou: 0.3117 loss_ce_0: 0.4744 loss_bbox_0: 0.312 loss_giou_0: 0.5128 loss_ce_1: 0.377 loss_bbox_1: 0.2084 loss_giou_1: 0.3686 loss_ce_2: 0.3095 loss_bbox_2: 0.1918 loss_giou_2: 0.3354 loss_ce_3: 0.2908 loss_bbox_3: 0.1827 loss_giou_3: 0.3242 loss_ce_4: 0.2719 loss_bbox_4: 0.1819 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:22] d2.utils.events INFO: eta: 11:03:27 iter: 308259 total_loss: 5.52 loss_ce: 0.2477 loss_bbox: 0.1836 loss_giou: 0.3188 loss_ce_0: 0.493 loss_bbox_0: 0.3074 loss_giou_0: 0.4838 loss_ce_1: 0.3766 loss_bbox_1: 0.2049 loss_giou_1: 0.3633 loss_ce_2: 0.3267 loss_bbox_2: 0.1935 loss_giou_2: 0.3361 loss_ce_3: 0.277 loss_bbox_3: 0.1888 loss_giou_3: 0.3286 loss_ce_4: 0.2624 loss_bbox_4: 0.1869 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:28] d2.utils.events INFO: eta: 11:03:15 iter: 308279 total_loss: 5.571 loss_ce: 0.2825 loss_bbox: 0.1758 loss_giou: 0.331 loss_ce_0: 0.476 loss_bbox_0: 0.3056 loss_giou_0: 0.5055 loss_ce_1: 0.3542 loss_bbox_1: 0.2111 loss_giou_1: 0.3744 loss_ce_2: 0.316 loss_bbox_2: 0.1936 loss_giou_2: 0.3455 loss_ce_3: 0.2862 loss_bbox_3: 0.1875 loss_giou_3: 0.3359 loss_ce_4: 0.279 loss_bbox_4: 0.1828 loss_giou_4: 0.3318 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:34] d2.utils.events INFO: eta: 11:03:10 iter: 308299 total_loss: 5.415 loss_ce: 0.2531 loss_bbox: 0.1778 loss_giou: 0.3218 loss_ce_0: 0.482 loss_bbox_0: 0.2992 loss_giou_0: 0.5107 loss_ce_1: 0.3884 loss_bbox_1: 0.2071 loss_giou_1: 0.3728 loss_ce_2: 0.3061 loss_bbox_2: 0.1847 loss_giou_2: 0.3478 loss_ce_3: 0.2608 loss_bbox_3: 0.1812 loss_giou_3: 0.3347 loss_ce_4: 0.2524 loss_bbox_4: 0.1776 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:39] d2.utils.events INFO: eta: 11:02:48 iter: 308319 total_loss: 5.393 loss_ce: 0.2594 loss_bbox: 0.1797 loss_giou: 0.3231 loss_ce_0: 0.465 loss_bbox_0: 0.3073 loss_giou_0: 0.4913 loss_ce_1: 0.3729 loss_bbox_1: 0.2081 loss_giou_1: 0.3573 loss_ce_2: 0.3067 loss_bbox_2: 0.191 loss_giou_2: 0.3341 loss_ce_3: 0.2683 loss_bbox_3: 0.188 loss_giou_3: 0.3314 loss_ce_4: 0.2633 loss_bbox_4: 0.1791 loss_giou_4: 0.3228 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:45] d2.utils.events INFO: eta: 11:02:57 iter: 308339 total_loss: 5.069 loss_ce: 0.2394 loss_bbox: 0.1665 loss_giou: 0.292 loss_ce_0: 0.4799 loss_bbox_0: 0.2846 loss_giou_0: 0.4809 loss_ce_1: 0.3643 loss_bbox_1: 0.1932 loss_giou_1: 0.3403 loss_ce_2: 0.296 loss_bbox_2: 0.1768 loss_giou_2: 0.3058 loss_ce_3: 0.2608 loss_bbox_3: 0.1692 loss_giou_3: 0.2962 loss_ce_4: 0.2421 loss_bbox_4: 0.1706 loss_giou_4: 0.2936 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:51] d2.utils.events INFO: eta: 11:02:58 iter: 308359 total_loss: 5.438 loss_ce: 0.254 loss_bbox: 0.166 loss_giou: 0.3117 loss_ce_0: 0.4906 loss_bbox_0: 0.3028 loss_giou_0: 0.4989 loss_ce_1: 0.371 loss_bbox_1: 0.2117 loss_giou_1: 0.3725 loss_ce_2: 0.3218 loss_bbox_2: 0.1863 loss_giou_2: 0.3325 loss_ce_3: 0.2758 loss_bbox_3: 0.1727 loss_giou_3: 0.3245 loss_ce_4: 0.2641 loss_bbox_4: 0.169 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:22:56] d2.utils.events INFO: eta: 11:03:01 iter: 308379 total_loss: 5.489 loss_ce: 0.2546 loss_bbox: 0.1804 loss_giou: 0.3171 loss_ce_0: 0.4735 loss_bbox_0: 0.3031 loss_giou_0: 0.4921 loss_ce_1: 0.3729 loss_bbox_1: 0.2155 loss_giou_1: 0.3673 loss_ce_2: 0.2918 loss_bbox_2: 0.1949 loss_giou_2: 0.3338 loss_ce_3: 0.2672 loss_bbox_3: 0.1837 loss_giou_3: 0.3283 loss_ce_4: 0.2529 loss_bbox_4: 0.1828 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:02] d2.utils.events INFO: eta: 11:02:40 iter: 308399 total_loss: 5.679 loss_ce: 0.2811 loss_bbox: 0.1866 loss_giou: 0.3558 loss_ce_0: 0.4756 loss_bbox_0: 0.3148 loss_giou_0: 0.515 loss_ce_1: 0.3789 loss_bbox_1: 0.2234 loss_giou_1: 0.3973 loss_ce_2: 0.3315 loss_bbox_2: 0.1969 loss_giou_2: 0.3594 loss_ce_3: 0.2957 loss_bbox_3: 0.1938 loss_giou_3: 0.3595 loss_ce_4: 0.2864 loss_bbox_4: 0.1861 loss_giou_4: 0.3551 time: 0.2799 data_time: 0.0340 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:08] d2.utils.events INFO: eta: 11:02:27 iter: 308419 total_loss: 5.287 loss_ce: 0.2589 loss_bbox: 0.1695 loss_giou: 0.3135 loss_ce_0: 0.4711 loss_bbox_0: 0.2867 loss_giou_0: 0.4904 loss_ce_1: 0.369 loss_bbox_1: 0.2035 loss_giou_1: 0.3591 loss_ce_2: 0.2946 loss_bbox_2: 0.1845 loss_giou_2: 0.3308 loss_ce_3: 0.2727 loss_bbox_3: 0.172 loss_giou_3: 0.3216 loss_ce_4: 0.257 loss_bbox_4: 0.1725 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:13] d2.utils.events INFO: eta: 11:02:21 iter: 308439 total_loss: 5.436 loss_ce: 0.2596 loss_bbox: 0.1741 loss_giou: 0.3291 loss_ce_0: 0.4918 loss_bbox_0: 0.3061 loss_giou_0: 0.5082 loss_ce_1: 0.3793 loss_bbox_1: 0.2075 loss_giou_1: 0.3757 loss_ce_2: 0.3188 loss_bbox_2: 0.196 loss_giou_2: 0.35 loss_ce_3: 0.2784 loss_bbox_3: 0.1827 loss_giou_3: 0.3361 loss_ce_4: 0.2625 loss_bbox_4: 0.1778 loss_giou_4: 0.3306 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:19] d2.utils.events INFO: eta: 11:02:19 iter: 308459 total_loss: 5.159 loss_ce: 0.2398 loss_bbox: 0.1731 loss_giou: 0.3127 loss_ce_0: 0.4647 loss_bbox_0: 0.2911 loss_giou_0: 0.4847 loss_ce_1: 0.3607 loss_bbox_1: 0.2058 loss_giou_1: 0.3634 loss_ce_2: 0.2833 loss_bbox_2: 0.1788 loss_giou_2: 0.3325 loss_ce_3: 0.2516 loss_bbox_3: 0.1781 loss_giou_3: 0.3187 loss_ce_4: 0.2387 loss_bbox_4: 0.1759 loss_giou_4: 0.3132 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:25] d2.utils.events INFO: eta: 11:02:13 iter: 308479 total_loss: 5.422 loss_ce: 0.2608 loss_bbox: 0.1677 loss_giou: 0.3306 loss_ce_0: 0.4954 loss_bbox_0: 0.2877 loss_giou_0: 0.502 loss_ce_1: 0.3711 loss_bbox_1: 0.1978 loss_giou_1: 0.3746 loss_ce_2: 0.3162 loss_bbox_2: 0.185 loss_giou_2: 0.3505 loss_ce_3: 0.2818 loss_bbox_3: 0.1753 loss_giou_3: 0.3384 loss_ce_4: 0.2658 loss_bbox_4: 0.1732 loss_giou_4: 0.3318 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:30] d2.utils.events INFO: eta: 11:02:13 iter: 308499 total_loss: 5.454 loss_ce: 0.2728 loss_bbox: 0.1678 loss_giou: 0.3298 loss_ce_0: 0.4889 loss_bbox_0: 0.2867 loss_giou_0: 0.5146 loss_ce_1: 0.3744 loss_bbox_1: 0.2009 loss_giou_1: 0.3764 loss_ce_2: 0.3068 loss_bbox_2: 0.1841 loss_giou_2: 0.3393 loss_ce_3: 0.2796 loss_bbox_3: 0.1741 loss_giou_3: 0.3329 loss_ce_4: 0.2664 loss_bbox_4: 0.17 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:36] d2.utils.events INFO: eta: 11:02:02 iter: 308519 total_loss: 5.379 loss_ce: 0.2462 loss_bbox: 0.1619 loss_giou: 0.3308 loss_ce_0: 0.4761 loss_bbox_0: 0.2745 loss_giou_0: 0.5165 loss_ce_1: 0.3547 loss_bbox_1: 0.1969 loss_giou_1: 0.3854 loss_ce_2: 0.297 loss_bbox_2: 0.1822 loss_giou_2: 0.3511 loss_ce_3: 0.2588 loss_bbox_3: 0.1731 loss_giou_3: 0.3415 loss_ce_4: 0.2452 loss_bbox_4: 0.1658 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:42] d2.utils.events INFO: eta: 11:01:49 iter: 308539 total_loss: 5.485 loss_ce: 0.2698 loss_bbox: 0.1702 loss_giou: 0.3279 loss_ce_0: 0.4667 loss_bbox_0: 0.2908 loss_giou_0: 0.519 loss_ce_1: 0.3595 loss_bbox_1: 0.2014 loss_giou_1: 0.3802 loss_ce_2: 0.3023 loss_bbox_2: 0.1822 loss_giou_2: 0.3491 loss_ce_3: 0.273 loss_bbox_3: 0.1771 loss_giou_3: 0.3388 loss_ce_4: 0.2693 loss_bbox_4: 0.173 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:48] d2.utils.events INFO: eta: 11:01:51 iter: 308559 total_loss: 5.45 loss_ce: 0.2541 loss_bbox: 0.1726 loss_giou: 0.333 loss_ce_0: 0.4812 loss_bbox_0: 0.2936 loss_giou_0: 0.5009 loss_ce_1: 0.3525 loss_bbox_1: 0.206 loss_giou_1: 0.3786 loss_ce_2: 0.2952 loss_bbox_2: 0.1885 loss_giou_2: 0.347 loss_ce_3: 0.2659 loss_bbox_3: 0.1763 loss_giou_3: 0.3332 loss_ce_4: 0.2558 loss_bbox_4: 0.1736 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:53] d2.utils.events INFO: eta: 11:01:56 iter: 308579 total_loss: 5.46 loss_ce: 0.2609 loss_bbox: 0.175 loss_giou: 0.3268 loss_ce_0: 0.4836 loss_bbox_0: 0.302 loss_giou_0: 0.4939 loss_ce_1: 0.3659 loss_bbox_1: 0.2074 loss_giou_1: 0.3733 loss_ce_2: 0.3098 loss_bbox_2: 0.1875 loss_giou_2: 0.3428 loss_ce_3: 0.2856 loss_bbox_3: 0.1867 loss_giou_3: 0.3345 loss_ce_4: 0.2723 loss_bbox_4: 0.1794 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 14:23:59] d2.utils.events INFO: eta: 11:01:45 iter: 308599 total_loss: 5.365 loss_ce: 0.2689 loss_bbox: 0.1744 loss_giou: 0.3078 loss_ce_0: 0.4605 loss_bbox_0: 0.3049 loss_giou_0: 0.4923 loss_ce_1: 0.3615 loss_bbox_1: 0.2096 loss_giou_1: 0.3628 loss_ce_2: 0.3075 loss_bbox_2: 0.1896 loss_giou_2: 0.328 loss_ce_3: 0.2809 loss_bbox_3: 0.181 loss_giou_3: 0.3245 loss_ce_4: 0.2717 loss_bbox_4: 0.1822 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:05] d2.utils.events INFO: eta: 11:01:45 iter: 308619 total_loss: 5.327 loss_ce: 0.2537 loss_bbox: 0.1829 loss_giou: 0.3167 loss_ce_0: 0.4847 loss_bbox_0: 0.3139 loss_giou_0: 0.5087 loss_ce_1: 0.3675 loss_bbox_1: 0.2136 loss_giou_1: 0.3743 loss_ce_2: 0.3082 loss_bbox_2: 0.1902 loss_giou_2: 0.3359 loss_ce_3: 0.2766 loss_bbox_3: 0.1893 loss_giou_3: 0.3286 loss_ce_4: 0.2631 loss_bbox_4: 0.1853 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:10] d2.utils.events INFO: eta: 11:01:34 iter: 308639 total_loss: 5.376 loss_ce: 0.256 loss_bbox: 0.1782 loss_giou: 0.3044 loss_ce_0: 0.4968 loss_bbox_0: 0.3038 loss_giou_0: 0.489 loss_ce_1: 0.3633 loss_bbox_1: 0.2145 loss_giou_1: 0.3579 loss_ce_2: 0.3076 loss_bbox_2: 0.1939 loss_giou_2: 0.3244 loss_ce_3: 0.2786 loss_bbox_3: 0.1844 loss_giou_3: 0.3135 loss_ce_4: 0.2609 loss_bbox_4: 0.1814 loss_giou_4: 0.3115 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:16] d2.utils.events INFO: eta: 11:01:47 iter: 308659 total_loss: 5.359 loss_ce: 0.2633 loss_bbox: 0.173 loss_giou: 0.3209 loss_ce_0: 0.4801 loss_bbox_0: 0.2982 loss_giou_0: 0.5173 loss_ce_1: 0.371 loss_bbox_1: 0.2046 loss_giou_1: 0.3639 loss_ce_2: 0.3068 loss_bbox_2: 0.1843 loss_giou_2: 0.3332 loss_ce_3: 0.2751 loss_bbox_3: 0.1788 loss_giou_3: 0.3265 loss_ce_4: 0.26 loss_bbox_4: 0.175 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:22] d2.utils.events INFO: eta: 11:01:45 iter: 308679 total_loss: 5.202 loss_ce: 0.2376 loss_bbox: 0.1651 loss_giou: 0.3177 loss_ce_0: 0.4694 loss_bbox_0: 0.2803 loss_giou_0: 0.4783 loss_ce_1: 0.357 loss_bbox_1: 0.1996 loss_giou_1: 0.3575 loss_ce_2: 0.2945 loss_bbox_2: 0.1846 loss_giou_2: 0.3344 loss_ce_3: 0.26 loss_bbox_3: 0.1716 loss_giou_3: 0.3245 loss_ce_4: 0.2373 loss_bbox_4: 0.1693 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:28] d2.utils.events INFO: eta: 11:01:40 iter: 308699 total_loss: 5.293 loss_ce: 0.2537 loss_bbox: 0.1675 loss_giou: 0.3138 loss_ce_0: 0.4711 loss_bbox_0: 0.2981 loss_giou_0: 0.4979 loss_ce_1: 0.3588 loss_bbox_1: 0.2043 loss_giou_1: 0.3616 loss_ce_2: 0.3041 loss_bbox_2: 0.1826 loss_giou_2: 0.3369 loss_ce_3: 0.2702 loss_bbox_3: 0.175 loss_giou_3: 0.3277 loss_ce_4: 0.2611 loss_bbox_4: 0.1718 loss_giou_4: 0.3135 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:33] d2.utils.events INFO: eta: 11:01:58 iter: 308719 total_loss: 5.827 loss_ce: 0.2758 loss_bbox: 0.1687 loss_giou: 0.353 loss_ce_0: 0.4833 loss_bbox_0: 0.2903 loss_giou_0: 0.5367 loss_ce_1: 0.3716 loss_bbox_1: 0.1988 loss_giou_1: 0.3937 loss_ce_2: 0.319 loss_bbox_2: 0.1842 loss_giou_2: 0.3699 loss_ce_3: 0.294 loss_bbox_3: 0.176 loss_giou_3: 0.3635 loss_ce_4: 0.2696 loss_bbox_4: 0.1686 loss_giou_4: 0.3576 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:39] d2.utils.events INFO: eta: 11:01:26 iter: 308739 total_loss: 5.552 loss_ce: 0.2707 loss_bbox: 0.1846 loss_giou: 0.3273 loss_ce_0: 0.4827 loss_bbox_0: 0.3204 loss_giou_0: 0.5071 loss_ce_1: 0.3786 loss_bbox_1: 0.2093 loss_giou_1: 0.3745 loss_ce_2: 0.3169 loss_bbox_2: 0.1983 loss_giou_2: 0.3388 loss_ce_3: 0.2858 loss_bbox_3: 0.1902 loss_giou_3: 0.3372 loss_ce_4: 0.2717 loss_bbox_4: 0.1837 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:45] d2.utils.events INFO: eta: 11:01:21 iter: 308759 total_loss: 5.129 loss_ce: 0.2507 loss_bbox: 0.163 loss_giou: 0.2985 loss_ce_0: 0.4602 loss_bbox_0: 0.2763 loss_giou_0: 0.4635 loss_ce_1: 0.3554 loss_bbox_1: 0.1927 loss_giou_1: 0.3342 loss_ce_2: 0.2866 loss_bbox_2: 0.1749 loss_giou_2: 0.3115 loss_ce_3: 0.2576 loss_bbox_3: 0.171 loss_giou_3: 0.3065 loss_ce_4: 0.2472 loss_bbox_4: 0.1665 loss_giou_4: 0.3023 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:50] d2.utils.events INFO: eta: 11:01:18 iter: 308779 total_loss: 5.122 loss_ce: 0.2502 loss_bbox: 0.1658 loss_giou: 0.3094 loss_ce_0: 0.4536 loss_bbox_0: 0.2914 loss_giou_0: 0.5016 loss_ce_1: 0.3526 loss_bbox_1: 0.1968 loss_giou_1: 0.355 loss_ce_2: 0.2963 loss_bbox_2: 0.1784 loss_giou_2: 0.3286 loss_ce_3: 0.2669 loss_bbox_3: 0.1744 loss_giou_3: 0.3149 loss_ce_4: 0.25 loss_bbox_4: 0.1684 loss_giou_4: 0.3084 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 14:24:56] d2.utils.events INFO: eta: 11:01:10 iter: 308799 total_loss: 5.347 loss_ce: 0.2485 loss_bbox: 0.1878 loss_giou: 0.3155 loss_ce_0: 0.4573 loss_bbox_0: 0.3093 loss_giou_0: 0.4989 loss_ce_1: 0.3572 loss_bbox_1: 0.2172 loss_giou_1: 0.3693 loss_ce_2: 0.2946 loss_bbox_2: 0.2025 loss_giou_2: 0.328 loss_ce_3: 0.2641 loss_bbox_3: 0.2013 loss_giou_3: 0.3192 loss_ce_4: 0.2532 loss_bbox_4: 0.1969 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:02] d2.utils.events INFO: eta: 11:01:01 iter: 308819 total_loss: 5.516 loss_ce: 0.2878 loss_bbox: 0.171 loss_giou: 0.3192 loss_ce_0: 0.487 loss_bbox_0: 0.3062 loss_giou_0: 0.5033 loss_ce_1: 0.3901 loss_bbox_1: 0.2047 loss_giou_1: 0.379 loss_ce_2: 0.338 loss_bbox_2: 0.1894 loss_giou_2: 0.3382 loss_ce_3: 0.2993 loss_bbox_3: 0.1747 loss_giou_3: 0.3339 loss_ce_4: 0.2895 loss_bbox_4: 0.1725 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:07] d2.utils.events INFO: eta: 11:00:56 iter: 308839 total_loss: 5.082 loss_ce: 0.2499 loss_bbox: 0.1659 loss_giou: 0.313 loss_ce_0: 0.4652 loss_bbox_0: 0.2844 loss_giou_0: 0.4899 loss_ce_1: 0.3657 loss_bbox_1: 0.1986 loss_giou_1: 0.3552 loss_ce_2: 0.2912 loss_bbox_2: 0.1809 loss_giou_2: 0.3238 loss_ce_3: 0.2572 loss_bbox_3: 0.1704 loss_giou_3: 0.319 loss_ce_4: 0.2454 loss_bbox_4: 0.1699 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:13] d2.utils.events INFO: eta: 11:00:48 iter: 308859 total_loss: 5.568 loss_ce: 0.2681 loss_bbox: 0.1798 loss_giou: 0.3244 loss_ce_0: 0.4935 loss_bbox_0: 0.3115 loss_giou_0: 0.5017 loss_ce_1: 0.3806 loss_bbox_1: 0.2207 loss_giou_1: 0.375 loss_ce_2: 0.3265 loss_bbox_2: 0.1943 loss_giou_2: 0.3426 loss_ce_3: 0.2898 loss_bbox_3: 0.1865 loss_giou_3: 0.3371 loss_ce_4: 0.271 loss_bbox_4: 0.1833 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:19] d2.utils.events INFO: eta: 11:00:42 iter: 308879 total_loss: 5.549 loss_ce: 0.2927 loss_bbox: 0.1716 loss_giou: 0.3245 loss_ce_0: 0.488 loss_bbox_0: 0.3032 loss_giou_0: 0.4868 loss_ce_1: 0.3909 loss_bbox_1: 0.2065 loss_giou_1: 0.3724 loss_ce_2: 0.3339 loss_bbox_2: 0.1854 loss_giou_2: 0.3415 loss_ce_3: 0.3037 loss_bbox_3: 0.1798 loss_giou_3: 0.3401 loss_ce_4: 0.2978 loss_bbox_4: 0.1766 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:24] d2.utils.events INFO: eta: 11:00:39 iter: 308899 total_loss: 5.338 loss_ce: 0.2669 loss_bbox: 0.1638 loss_giou: 0.329 loss_ce_0: 0.458 loss_bbox_0: 0.281 loss_giou_0: 0.5013 loss_ce_1: 0.3376 loss_bbox_1: 0.1999 loss_giou_1: 0.3747 loss_ce_2: 0.2907 loss_bbox_2: 0.18 loss_giou_2: 0.3451 loss_ce_3: 0.28 loss_bbox_3: 0.1676 loss_giou_3: 0.334 loss_ce_4: 0.2688 loss_bbox_4: 0.166 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:30] d2.utils.events INFO: eta: 11:00:27 iter: 308919 total_loss: 5.363 loss_ce: 0.2516 loss_bbox: 0.1716 loss_giou: 0.3251 loss_ce_0: 0.4842 loss_bbox_0: 0.2932 loss_giou_0: 0.5047 loss_ce_1: 0.3685 loss_bbox_1: 0.2121 loss_giou_1: 0.3768 loss_ce_2: 0.3041 loss_bbox_2: 0.1937 loss_giou_2: 0.343 loss_ce_3: 0.2654 loss_bbox_3: 0.1795 loss_giou_3: 0.3374 loss_ce_4: 0.2525 loss_bbox_4: 0.1717 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:36] d2.utils.events INFO: eta: 11:00:29 iter: 308939 total_loss: 5.341 loss_ce: 0.2367 loss_bbox: 0.1717 loss_giou: 0.3264 loss_ce_0: 0.4835 loss_bbox_0: 0.2974 loss_giou_0: 0.5181 loss_ce_1: 0.3626 loss_bbox_1: 0.2085 loss_giou_1: 0.3762 loss_ce_2: 0.2909 loss_bbox_2: 0.1861 loss_giou_2: 0.3429 loss_ce_3: 0.254 loss_bbox_3: 0.1806 loss_giou_3: 0.3255 loss_ce_4: 0.2415 loss_bbox_4: 0.1705 loss_giou_4: 0.327 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:41] d2.utils.events INFO: eta: 11:00:27 iter: 308959 total_loss: 5.313 loss_ce: 0.2575 loss_bbox: 0.1586 loss_giou: 0.3417 loss_ce_0: 0.4826 loss_bbox_0: 0.2739 loss_giou_0: 0.5417 loss_ce_1: 0.3727 loss_bbox_1: 0.1881 loss_giou_1: 0.3887 loss_ce_2: 0.3073 loss_bbox_2: 0.171 loss_giou_2: 0.3501 loss_ce_3: 0.2728 loss_bbox_3: 0.1662 loss_giou_3: 0.3522 loss_ce_4: 0.2609 loss_bbox_4: 0.163 loss_giou_4: 0.3489 time: 0.2799 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:47] d2.utils.events INFO: eta: 11:00:46 iter: 308979 total_loss: 5.145 loss_ce: 0.2476 loss_bbox: 0.168 loss_giou: 0.3093 loss_ce_0: 0.4753 loss_bbox_0: 0.2925 loss_giou_0: 0.4826 loss_ce_1: 0.3594 loss_bbox_1: 0.2028 loss_giou_1: 0.3633 loss_ce_2: 0.3129 loss_bbox_2: 0.1842 loss_giou_2: 0.3284 loss_ce_3: 0.2647 loss_bbox_3: 0.1768 loss_giou_3: 0.3175 loss_ce_4: 0.2444 loss_bbox_4: 0.1722 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:53] d2.utils.events INFO: eta: 11:00:20 iter: 308999 total_loss: 5.477 loss_ce: 0.2558 loss_bbox: 0.1767 loss_giou: 0.3211 loss_ce_0: 0.4809 loss_bbox_0: 0.2879 loss_giou_0: 0.5146 loss_ce_1: 0.3703 loss_bbox_1: 0.2075 loss_giou_1: 0.3749 loss_ce_2: 0.3099 loss_bbox_2: 0.1957 loss_giou_2: 0.3465 loss_ce_3: 0.2774 loss_bbox_3: 0.185 loss_giou_3: 0.3317 loss_ce_4: 0.2554 loss_bbox_4: 0.1803 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:25:59] d2.utils.events INFO: eta: 11:00:14 iter: 309019 total_loss: 5.408 loss_ce: 0.2554 loss_bbox: 0.1732 loss_giou: 0.3233 loss_ce_0: 0.483 loss_bbox_0: 0.2956 loss_giou_0: 0.4909 loss_ce_1: 0.3744 loss_bbox_1: 0.2072 loss_giou_1: 0.3769 loss_ce_2: 0.3014 loss_bbox_2: 0.1895 loss_giou_2: 0.3497 loss_ce_3: 0.2719 loss_bbox_3: 0.1779 loss_giou_3: 0.3387 loss_ce_4: 0.2619 loss_bbox_4: 0.1763 loss_giou_4: 0.3251 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:05] d2.utils.events INFO: eta: 11:00:35 iter: 309039 total_loss: 5.514 loss_ce: 0.2535 loss_bbox: 0.172 loss_giou: 0.3506 loss_ce_0: 0.4798 loss_bbox_0: 0.2956 loss_giou_0: 0.5155 loss_ce_1: 0.3681 loss_bbox_1: 0.1949 loss_giou_1: 0.3919 loss_ce_2: 0.3038 loss_bbox_2: 0.1803 loss_giou_2: 0.3677 loss_ce_3: 0.2709 loss_bbox_3: 0.1733 loss_giou_3: 0.3583 loss_ce_4: 0.2565 loss_bbox_4: 0.1729 loss_giou_4: 0.3534 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:10] d2.utils.events INFO: eta: 11:00:21 iter: 309059 total_loss: 5.34 loss_ce: 0.2606 loss_bbox: 0.1674 loss_giou: 0.324 loss_ce_0: 0.4732 loss_bbox_0: 0.3 loss_giou_0: 0.4955 loss_ce_1: 0.3579 loss_bbox_1: 0.2112 loss_giou_1: 0.3613 loss_ce_2: 0.2853 loss_bbox_2: 0.1875 loss_giou_2: 0.3413 loss_ce_3: 0.2588 loss_bbox_3: 0.1773 loss_giou_3: 0.3318 loss_ce_4: 0.2538 loss_bbox_4: 0.172 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:16] d2.utils.events INFO: eta: 11:00:20 iter: 309079 total_loss: 5.273 loss_ce: 0.2453 loss_bbox: 0.175 loss_giou: 0.3151 loss_ce_0: 0.4638 loss_bbox_0: 0.3062 loss_giou_0: 0.4921 loss_ce_1: 0.3603 loss_bbox_1: 0.2006 loss_giou_1: 0.369 loss_ce_2: 0.3051 loss_bbox_2: 0.1862 loss_giou_2: 0.3337 loss_ce_3: 0.2633 loss_bbox_3: 0.1784 loss_giou_3: 0.3262 loss_ce_4: 0.2565 loss_bbox_4: 0.1763 loss_giou_4: 0.3232 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:22] d2.utils.events INFO: eta: 10:59:59 iter: 309099 total_loss: 5.555 loss_ce: 0.2628 loss_bbox: 0.1796 loss_giou: 0.3332 loss_ce_0: 0.4928 loss_bbox_0: 0.3117 loss_giou_0: 0.5098 loss_ce_1: 0.3798 loss_bbox_1: 0.2168 loss_giou_1: 0.3922 loss_ce_2: 0.3157 loss_bbox_2: 0.1994 loss_giou_2: 0.3558 loss_ce_3: 0.2807 loss_bbox_3: 0.1876 loss_giou_3: 0.3434 loss_ce_4: 0.2678 loss_bbox_4: 0.1793 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:27] d2.utils.events INFO: eta: 10:59:46 iter: 309119 total_loss: 5.226 loss_ce: 0.2379 loss_bbox: 0.1767 loss_giou: 0.3327 loss_ce_0: 0.4709 loss_bbox_0: 0.3116 loss_giou_0: 0.5277 loss_ce_1: 0.3563 loss_bbox_1: 0.2098 loss_giou_1: 0.388 loss_ce_2: 0.2898 loss_bbox_2: 0.1926 loss_giou_2: 0.3632 loss_ce_3: 0.2594 loss_bbox_3: 0.1904 loss_giou_3: 0.3491 loss_ce_4: 0.2464 loss_bbox_4: 0.1782 loss_giou_4: 0.3428 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:33] d2.utils.events INFO: eta: 10:59:43 iter: 309139 total_loss: 5.571 loss_ce: 0.2798 loss_bbox: 0.19 loss_giou: 0.3145 loss_ce_0: 0.4834 loss_bbox_0: 0.3189 loss_giou_0: 0.4992 loss_ce_1: 0.3829 loss_bbox_1: 0.2263 loss_giou_1: 0.3646 loss_ce_2: 0.3168 loss_bbox_2: 0.2071 loss_giou_2: 0.3322 loss_ce_3: 0.2869 loss_bbox_3: 0.1935 loss_giou_3: 0.3206 loss_ce_4: 0.2794 loss_bbox_4: 0.1891 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:39] d2.utils.events INFO: eta: 10:59:46 iter: 309159 total_loss: 5.419 loss_ce: 0.2441 loss_bbox: 0.165 loss_giou: 0.3363 loss_ce_0: 0.4705 loss_bbox_0: 0.2862 loss_giou_0: 0.528 loss_ce_1: 0.356 loss_bbox_1: 0.1956 loss_giou_1: 0.3881 loss_ce_2: 0.3 loss_bbox_2: 0.1777 loss_giou_2: 0.3569 loss_ce_3: 0.27 loss_bbox_3: 0.1719 loss_giou_3: 0.3441 loss_ce_4: 0.2618 loss_bbox_4: 0.1672 loss_giou_4: 0.3394 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:44] d2.utils.events INFO: eta: 11:00:04 iter: 309179 total_loss: 5.379 loss_ce: 0.2708 loss_bbox: 0.1781 loss_giou: 0.3247 loss_ce_0: 0.4881 loss_bbox_0: 0.2984 loss_giou_0: 0.4925 loss_ce_1: 0.3736 loss_bbox_1: 0.2112 loss_giou_1: 0.3667 loss_ce_2: 0.3149 loss_bbox_2: 0.194 loss_giou_2: 0.3399 loss_ce_3: 0.2812 loss_bbox_3: 0.1819 loss_giou_3: 0.3351 loss_ce_4: 0.2754 loss_bbox_4: 0.1783 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:50] d2.utils.events INFO: eta: 11:00:07 iter: 309199 total_loss: 5.221 loss_ce: 0.2466 loss_bbox: 0.1724 loss_giou: 0.3156 loss_ce_0: 0.4755 loss_bbox_0: 0.2869 loss_giou_0: 0.4978 loss_ce_1: 0.3554 loss_bbox_1: 0.1941 loss_giou_1: 0.3646 loss_ce_2: 0.2936 loss_bbox_2: 0.1841 loss_giou_2: 0.3382 loss_ce_3: 0.2717 loss_bbox_3: 0.1777 loss_giou_3: 0.3278 loss_ce_4: 0.255 loss_bbox_4: 0.173 loss_giou_4: 0.3254 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 14:26:56] d2.utils.events INFO: eta: 11:00:33 iter: 309219 total_loss: 5.524 loss_ce: 0.267 loss_bbox: 0.1786 loss_giou: 0.3232 loss_ce_0: 0.4799 loss_bbox_0: 0.3001 loss_giou_0: 0.4782 loss_ce_1: 0.3749 loss_bbox_1: 0.2092 loss_giou_1: 0.3629 loss_ce_2: 0.3166 loss_bbox_2: 0.1901 loss_giou_2: 0.3353 loss_ce_3: 0.2863 loss_bbox_3: 0.1847 loss_giou_3: 0.3261 loss_ce_4: 0.2758 loss_bbox_4: 0.1787 loss_giou_4: 0.3232 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:02] d2.utils.events INFO: eta: 11:00:11 iter: 309239 total_loss: 5.153 loss_ce: 0.2473 loss_bbox: 0.1663 loss_giou: 0.3118 loss_ce_0: 0.4584 loss_bbox_0: 0.2901 loss_giou_0: 0.5082 loss_ce_1: 0.3584 loss_bbox_1: 0.1957 loss_giou_1: 0.3634 loss_ce_2: 0.2955 loss_bbox_2: 0.1825 loss_giou_2: 0.3363 loss_ce_3: 0.2638 loss_bbox_3: 0.1696 loss_giou_3: 0.3219 loss_ce_4: 0.2516 loss_bbox_4: 0.1646 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:07] d2.utils.events INFO: eta: 10:59:57 iter: 309259 total_loss: 5.178 loss_ce: 0.2494 loss_bbox: 0.176 loss_giou: 0.2897 loss_ce_0: 0.4619 loss_bbox_0: 0.3038 loss_giou_0: 0.4665 loss_ce_1: 0.3553 loss_bbox_1: 0.204 loss_giou_1: 0.3528 loss_ce_2: 0.2908 loss_bbox_2: 0.1897 loss_giou_2: 0.32 loss_ce_3: 0.2688 loss_bbox_3: 0.18 loss_giou_3: 0.3083 loss_ce_4: 0.2517 loss_bbox_4: 0.1758 loss_giou_4: 0.3005 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:13] d2.utils.events INFO: eta: 10:59:49 iter: 309279 total_loss: 5.152 loss_ce: 0.2586 loss_bbox: 0.1688 loss_giou: 0.3283 loss_ce_0: 0.4655 loss_bbox_0: 0.2843 loss_giou_0: 0.4899 loss_ce_1: 0.3579 loss_bbox_1: 0.1925 loss_giou_1: 0.3801 loss_ce_2: 0.3055 loss_bbox_2: 0.1799 loss_giou_2: 0.3499 loss_ce_3: 0.2593 loss_bbox_3: 0.1749 loss_giou_3: 0.3345 loss_ce_4: 0.2569 loss_bbox_4: 0.1709 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:19] d2.utils.events INFO: eta: 11:00:13 iter: 309299 total_loss: 5.26 loss_ce: 0.2523 loss_bbox: 0.1681 loss_giou: 0.3201 loss_ce_0: 0.4697 loss_bbox_0: 0.2822 loss_giou_0: 0.4958 loss_ce_1: 0.3674 loss_bbox_1: 0.1984 loss_giou_1: 0.3604 loss_ce_2: 0.2998 loss_bbox_2: 0.1851 loss_giou_2: 0.337 loss_ce_3: 0.2647 loss_bbox_3: 0.1755 loss_giou_3: 0.3255 loss_ce_4: 0.2547 loss_bbox_4: 0.1689 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:25] d2.utils.events INFO: eta: 11:00:16 iter: 309319 total_loss: 5.631 loss_ce: 0.279 loss_bbox: 0.1756 loss_giou: 0.3455 loss_ce_0: 0.4794 loss_bbox_0: 0.2977 loss_giou_0: 0.5312 loss_ce_1: 0.3817 loss_bbox_1: 0.2096 loss_giou_1: 0.4011 loss_ce_2: 0.3191 loss_bbox_2: 0.1883 loss_giou_2: 0.3537 loss_ce_3: 0.293 loss_bbox_3: 0.1855 loss_giou_3: 0.3476 loss_ce_4: 0.2852 loss_bbox_4: 0.1798 loss_giou_4: 0.3464 time: 0.2799 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:31] d2.utils.events INFO: eta: 11:00:13 iter: 309339 total_loss: 5.283 loss_ce: 0.2488 loss_bbox: 0.1771 loss_giou: 0.3238 loss_ce_0: 0.4974 loss_bbox_0: 0.3057 loss_giou_0: 0.4874 loss_ce_1: 0.3651 loss_bbox_1: 0.2098 loss_giou_1: 0.366 loss_ce_2: 0.3109 loss_bbox_2: 0.1873 loss_giou_2: 0.3416 loss_ce_3: 0.2642 loss_bbox_3: 0.1838 loss_giou_3: 0.3315 loss_ce_4: 0.2471 loss_bbox_4: 0.1774 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:36] d2.utils.events INFO: eta: 11:00:07 iter: 309359 total_loss: 5.486 loss_ce: 0.2709 loss_bbox: 0.1733 loss_giou: 0.3295 loss_ce_0: 0.4845 loss_bbox_0: 0.298 loss_giou_0: 0.4996 loss_ce_1: 0.3702 loss_bbox_1: 0.2044 loss_giou_1: 0.3781 loss_ce_2: 0.3121 loss_bbox_2: 0.1885 loss_giou_2: 0.3466 loss_ce_3: 0.2902 loss_bbox_3: 0.178 loss_giou_3: 0.3387 loss_ce_4: 0.2741 loss_bbox_4: 0.1769 loss_giou_4: 0.3344 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:42] d2.utils.events INFO: eta: 10:59:57 iter: 309379 total_loss: 5.079 loss_ce: 0.2531 loss_bbox: 0.1683 loss_giou: 0.2852 loss_ce_0: 0.4678 loss_bbox_0: 0.2794 loss_giou_0: 0.4539 loss_ce_1: 0.3647 loss_bbox_1: 0.2007 loss_giou_1: 0.3245 loss_ce_2: 0.3135 loss_bbox_2: 0.1802 loss_giou_2: 0.2996 loss_ce_3: 0.2599 loss_bbox_3: 0.1745 loss_giou_3: 0.2909 loss_ce_4: 0.2497 loss_bbox_4: 0.1694 loss_giou_4: 0.2827 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:48] d2.utils.events INFO: eta: 10:59:52 iter: 309399 total_loss: 5.3 loss_ce: 0.2466 loss_bbox: 0.1626 loss_giou: 0.3205 loss_ce_0: 0.4834 loss_bbox_0: 0.2784 loss_giou_0: 0.5049 loss_ce_1: 0.3616 loss_bbox_1: 0.1868 loss_giou_1: 0.3698 loss_ce_2: 0.3038 loss_bbox_2: 0.17 loss_giou_2: 0.3353 loss_ce_3: 0.268 loss_bbox_3: 0.1659 loss_giou_3: 0.3271 loss_ce_4: 0.2529 loss_bbox_4: 0.1641 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:53] d2.utils.events INFO: eta: 10:59:50 iter: 309419 total_loss: 5.461 loss_ce: 0.2752 loss_bbox: 0.1717 loss_giou: 0.3272 loss_ce_0: 0.4865 loss_bbox_0: 0.2842 loss_giou_0: 0.5234 loss_ce_1: 0.3819 loss_bbox_1: 0.2096 loss_giou_1: 0.3783 loss_ce_2: 0.3265 loss_bbox_2: 0.1864 loss_giou_2: 0.3423 loss_ce_3: 0.2848 loss_bbox_3: 0.1753 loss_giou_3: 0.3322 loss_ce_4: 0.274 loss_bbox_4: 0.1731 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 14:27:59] d2.utils.events INFO: eta: 10:59:44 iter: 309439 total_loss: 5.266 loss_ce: 0.2472 loss_bbox: 0.1822 loss_giou: 0.3133 loss_ce_0: 0.4515 loss_bbox_0: 0.293 loss_giou_0: 0.4767 loss_ce_1: 0.3406 loss_bbox_1: 0.2091 loss_giou_1: 0.3667 loss_ce_2: 0.2848 loss_bbox_2: 0.1978 loss_giou_2: 0.3373 loss_ce_3: 0.254 loss_bbox_3: 0.1924 loss_giou_3: 0.3288 loss_ce_4: 0.2382 loss_bbox_4: 0.1861 loss_giou_4: 0.3137 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:04] d2.utils.events INFO: eta: 10:59:35 iter: 309459 total_loss: 5.147 loss_ce: 0.2513 loss_bbox: 0.16 loss_giou: 0.3132 loss_ce_0: 0.4716 loss_bbox_0: 0.2739 loss_giou_0: 0.479 loss_ce_1: 0.3658 loss_bbox_1: 0.1907 loss_giou_1: 0.3554 loss_ce_2: 0.3093 loss_bbox_2: 0.1744 loss_giou_2: 0.3328 loss_ce_3: 0.2759 loss_bbox_3: 0.1677 loss_giou_3: 0.3165 loss_ce_4: 0.2556 loss_bbox_4: 0.1609 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:10] d2.utils.events INFO: eta: 10:59:05 iter: 309479 total_loss: 5.481 loss_ce: 0.2761 loss_bbox: 0.1789 loss_giou: 0.3307 loss_ce_0: 0.4961 loss_bbox_0: 0.3014 loss_giou_0: 0.5269 loss_ce_1: 0.3777 loss_bbox_1: 0.2079 loss_giou_1: 0.3808 loss_ce_2: 0.3152 loss_bbox_2: 0.1858 loss_giou_2: 0.3432 loss_ce_3: 0.2734 loss_bbox_3: 0.1825 loss_giou_3: 0.3413 loss_ce_4: 0.279 loss_bbox_4: 0.1802 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:16] d2.utils.events INFO: eta: 10:58:33 iter: 309499 total_loss: 5.438 loss_ce: 0.2596 loss_bbox: 0.1875 loss_giou: 0.3173 loss_ce_0: 0.4804 loss_bbox_0: 0.3037 loss_giou_0: 0.4941 loss_ce_1: 0.3867 loss_bbox_1: 0.2137 loss_giou_1: 0.3612 loss_ce_2: 0.313 loss_bbox_2: 0.1993 loss_giou_2: 0.3366 loss_ce_3: 0.2797 loss_bbox_3: 0.1942 loss_giou_3: 0.3274 loss_ce_4: 0.2668 loss_bbox_4: 0.1917 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:21] d2.utils.events INFO: eta: 10:58:18 iter: 309519 total_loss: 5.662 loss_ce: 0.2689 loss_bbox: 0.1885 loss_giou: 0.342 loss_ce_0: 0.4773 loss_bbox_0: 0.31 loss_giou_0: 0.5106 loss_ce_1: 0.3708 loss_bbox_1: 0.2072 loss_giou_1: 0.378 loss_ce_2: 0.3186 loss_bbox_2: 0.1897 loss_giou_2: 0.3543 loss_ce_3: 0.2899 loss_bbox_3: 0.1861 loss_giou_3: 0.3547 loss_ce_4: 0.2774 loss_bbox_4: 0.182 loss_giou_4: 0.3461 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:27] d2.utils.events INFO: eta: 10:58:01 iter: 309539 total_loss: 5.268 loss_ce: 0.2612 loss_bbox: 0.1719 loss_giou: 0.3213 loss_ce_0: 0.4671 loss_bbox_0: 0.302 loss_giou_0: 0.5085 loss_ce_1: 0.3677 loss_bbox_1: 0.2007 loss_giou_1: 0.3727 loss_ce_2: 0.3053 loss_bbox_2: 0.1809 loss_giou_2: 0.3409 loss_ce_3: 0.2773 loss_bbox_3: 0.1819 loss_giou_3: 0.3291 loss_ce_4: 0.2568 loss_bbox_4: 0.1772 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:33] d2.utils.events INFO: eta: 10:58:00 iter: 309559 total_loss: 5.466 loss_ce: 0.2761 loss_bbox: 0.158 loss_giou: 0.3381 loss_ce_0: 0.4818 loss_bbox_0: 0.2828 loss_giou_0: 0.5433 loss_ce_1: 0.3695 loss_bbox_1: 0.1833 loss_giou_1: 0.3838 loss_ce_2: 0.3135 loss_bbox_2: 0.17 loss_giou_2: 0.3582 loss_ce_3: 0.2811 loss_bbox_3: 0.1637 loss_giou_3: 0.3452 loss_ce_4: 0.28 loss_bbox_4: 0.1588 loss_giou_4: 0.342 time: 0.2799 data_time: 0.0337 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:38] d2.utils.events INFO: eta: 10:57:49 iter: 309579 total_loss: 5.439 loss_ce: 0.2623 loss_bbox: 0.1747 loss_giou: 0.3361 loss_ce_0: 0.4814 loss_bbox_0: 0.2979 loss_giou_0: 0.5307 loss_ce_1: 0.37 loss_bbox_1: 0.2021 loss_giou_1: 0.3913 loss_ce_2: 0.3089 loss_bbox_2: 0.1886 loss_giou_2: 0.3539 loss_ce_3: 0.2833 loss_bbox_3: 0.1807 loss_giou_3: 0.3419 loss_ce_4: 0.2657 loss_bbox_4: 0.1766 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:44] d2.utils.events INFO: eta: 10:57:49 iter: 309599 total_loss: 5.321 loss_ce: 0.2627 loss_bbox: 0.1785 loss_giou: 0.2973 loss_ce_0: 0.487 loss_bbox_0: 0.294 loss_giou_0: 0.4982 loss_ce_1: 0.3793 loss_bbox_1: 0.2088 loss_giou_1: 0.3567 loss_ce_2: 0.313 loss_bbox_2: 0.1923 loss_giou_2: 0.3205 loss_ce_3: 0.2869 loss_bbox_3: 0.1881 loss_giou_3: 0.3051 loss_ce_4: 0.2643 loss_bbox_4: 0.1834 loss_giou_4: 0.3027 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:50] d2.utils.events INFO: eta: 10:57:38 iter: 309619 total_loss: 5.802 loss_ce: 0.2721 loss_bbox: 0.1865 loss_giou: 0.3509 loss_ce_0: 0.4741 loss_bbox_0: 0.3074 loss_giou_0: 0.5239 loss_ce_1: 0.3724 loss_bbox_1: 0.2178 loss_giou_1: 0.3911 loss_ce_2: 0.3109 loss_bbox_2: 0.1969 loss_giou_2: 0.3662 loss_ce_3: 0.2796 loss_bbox_3: 0.1893 loss_giou_3: 0.3585 loss_ce_4: 0.2729 loss_bbox_4: 0.1905 loss_giou_4: 0.3513 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:28:55] d2.utils.events INFO: eta: 10:57:39 iter: 309639 total_loss: 5.502 loss_ce: 0.2693 loss_bbox: 0.1734 loss_giou: 0.3449 loss_ce_0: 0.4916 loss_bbox_0: 0.3002 loss_giou_0: 0.5249 loss_ce_1: 0.3772 loss_bbox_1: 0.207 loss_giou_1: 0.3843 loss_ce_2: 0.3195 loss_bbox_2: 0.1871 loss_giou_2: 0.3612 loss_ce_3: 0.2826 loss_bbox_3: 0.1836 loss_giou_3: 0.3524 loss_ce_4: 0.2678 loss_bbox_4: 0.1796 loss_giou_4: 0.3469 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:01] d2.utils.events INFO: eta: 10:57:27 iter: 309659 total_loss: 5.417 loss_ce: 0.2766 loss_bbox: 0.1803 loss_giou: 0.3248 loss_ce_0: 0.4811 loss_bbox_0: 0.314 loss_giou_0: 0.5087 loss_ce_1: 0.3619 loss_bbox_1: 0.2171 loss_giou_1: 0.374 loss_ce_2: 0.3136 loss_bbox_2: 0.1969 loss_giou_2: 0.3522 loss_ce_3: 0.2899 loss_bbox_3: 0.1906 loss_giou_3: 0.329 loss_ce_4: 0.2824 loss_bbox_4: 0.1831 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:07] d2.utils.events INFO: eta: 10:57:16 iter: 309679 total_loss: 5.344 loss_ce: 0.2423 loss_bbox: 0.1756 loss_giou: 0.3244 loss_ce_0: 0.4848 loss_bbox_0: 0.2894 loss_giou_0: 0.5088 loss_ce_1: 0.3722 loss_bbox_1: 0.2168 loss_giou_1: 0.384 loss_ce_2: 0.2926 loss_bbox_2: 0.1959 loss_giou_2: 0.3489 loss_ce_3: 0.2611 loss_bbox_3: 0.19 loss_giou_3: 0.3339 loss_ce_4: 0.2465 loss_bbox_4: 0.1822 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:13] d2.utils.events INFO: eta: 10:57:08 iter: 309699 total_loss: 5.547 loss_ce: 0.2619 loss_bbox: 0.184 loss_giou: 0.3239 loss_ce_0: 0.4676 loss_bbox_0: 0.3146 loss_giou_0: 0.5062 loss_ce_1: 0.3607 loss_bbox_1: 0.2256 loss_giou_1: 0.3751 loss_ce_2: 0.2978 loss_bbox_2: 0.2007 loss_giou_2: 0.3465 loss_ce_3: 0.2687 loss_bbox_3: 0.1863 loss_giou_3: 0.3289 loss_ce_4: 0.2606 loss_bbox_4: 0.183 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:18] d2.utils.events INFO: eta: 10:56:48 iter: 309719 total_loss: 5.105 loss_ce: 0.2723 loss_bbox: 0.1708 loss_giou: 0.2948 loss_ce_0: 0.4853 loss_bbox_0: 0.2997 loss_giou_0: 0.4789 loss_ce_1: 0.3796 loss_bbox_1: 0.1988 loss_giou_1: 0.3442 loss_ce_2: 0.3266 loss_bbox_2: 0.1791 loss_giou_2: 0.3151 loss_ce_3: 0.2873 loss_bbox_3: 0.1721 loss_giou_3: 0.3095 loss_ce_4: 0.2753 loss_bbox_4: 0.1669 loss_giou_4: 0.2952 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:24] d2.utils.events INFO: eta: 10:57:01 iter: 309739 total_loss: 5.072 loss_ce: 0.2422 loss_bbox: 0.1635 loss_giou: 0.3033 loss_ce_0: 0.4637 loss_bbox_0: 0.2806 loss_giou_0: 0.4928 loss_ce_1: 0.3602 loss_bbox_1: 0.1927 loss_giou_1: 0.3564 loss_ce_2: 0.2916 loss_bbox_2: 0.1695 loss_giou_2: 0.3301 loss_ce_3: 0.265 loss_bbox_3: 0.1656 loss_giou_3: 0.3164 loss_ce_4: 0.2405 loss_bbox_4: 0.1628 loss_giou_4: 0.3059 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:30] d2.utils.events INFO: eta: 10:56:59 iter: 309759 total_loss: 5.62 loss_ce: 0.2915 loss_bbox: 0.1814 loss_giou: 0.3397 loss_ce_0: 0.5004 loss_bbox_0: 0.3125 loss_giou_0: 0.5333 loss_ce_1: 0.401 loss_bbox_1: 0.2127 loss_giou_1: 0.389 loss_ce_2: 0.3345 loss_bbox_2: 0.1999 loss_giou_2: 0.3549 loss_ce_3: 0.3123 loss_bbox_3: 0.1866 loss_giou_3: 0.3502 loss_ce_4: 0.3 loss_bbox_4: 0.1843 loss_giou_4: 0.3421 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:35] d2.utils.events INFO: eta: 10:56:53 iter: 309779 total_loss: 5.53 loss_ce: 0.2617 loss_bbox: 0.1705 loss_giou: 0.3216 loss_ce_0: 0.4668 loss_bbox_0: 0.2958 loss_giou_0: 0.5064 loss_ce_1: 0.3658 loss_bbox_1: 0.2003 loss_giou_1: 0.3612 loss_ce_2: 0.305 loss_bbox_2: 0.182 loss_giou_2: 0.3322 loss_ce_3: 0.2801 loss_bbox_3: 0.1738 loss_giou_3: 0.332 loss_ce_4: 0.27 loss_bbox_4: 0.1721 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:41] d2.utils.events INFO: eta: 10:56:50 iter: 309799 total_loss: 5.393 loss_ce: 0.2647 loss_bbox: 0.1788 loss_giou: 0.3122 loss_ce_0: 0.4716 loss_bbox_0: 0.2945 loss_giou_0: 0.4665 loss_ce_1: 0.3702 loss_bbox_1: 0.2082 loss_giou_1: 0.3475 loss_ce_2: 0.3119 loss_bbox_2: 0.1935 loss_giou_2: 0.327 loss_ce_3: 0.2817 loss_bbox_3: 0.1888 loss_giou_3: 0.3243 loss_ce_4: 0.2637 loss_bbox_4: 0.183 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:47] d2.utils.events INFO: eta: 10:56:42 iter: 309819 total_loss: 5.35 loss_ce: 0.2547 loss_bbox: 0.1737 loss_giou: 0.3296 loss_ce_0: 0.4785 loss_bbox_0: 0.2897 loss_giou_0: 0.5129 loss_ce_1: 0.3492 loss_bbox_1: 0.1982 loss_giou_1: 0.367 loss_ce_2: 0.2922 loss_bbox_2: 0.1859 loss_giou_2: 0.352 loss_ce_3: 0.264 loss_bbox_3: 0.1791 loss_giou_3: 0.3346 loss_ce_4: 0.2493 loss_bbox_4: 0.1774 loss_giou_4: 0.3294 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:52] d2.utils.events INFO: eta: 10:56:38 iter: 309839 total_loss: 5.499 loss_ce: 0.2541 loss_bbox: 0.183 loss_giou: 0.3477 loss_ce_0: 0.4761 loss_bbox_0: 0.3024 loss_giou_0: 0.5366 loss_ce_1: 0.3716 loss_bbox_1: 0.2025 loss_giou_1: 0.3945 loss_ce_2: 0.3071 loss_bbox_2: 0.1861 loss_giou_2: 0.37 loss_ce_3: 0.2763 loss_bbox_3: 0.1861 loss_giou_3: 0.3619 loss_ce_4: 0.2651 loss_bbox_4: 0.1861 loss_giou_4: 0.3542 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:29:58] d2.utils.events INFO: eta: 10:56:30 iter: 309859 total_loss: 5.406 loss_ce: 0.2705 loss_bbox: 0.1773 loss_giou: 0.325 loss_ce_0: 0.4905 loss_bbox_0: 0.304 loss_giou_0: 0.5215 loss_ce_1: 0.3704 loss_bbox_1: 0.2187 loss_giou_1: 0.3785 loss_ce_2: 0.3183 loss_bbox_2: 0.1937 loss_giou_2: 0.345 loss_ce_3: 0.2863 loss_bbox_3: 0.187 loss_giou_3: 0.3387 loss_ce_4: 0.2638 loss_bbox_4: 0.1832 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:04] d2.utils.events INFO: eta: 10:56:25 iter: 309879 total_loss: 5.293 loss_ce: 0.26 loss_bbox: 0.1763 loss_giou: 0.3107 loss_ce_0: 0.4823 loss_bbox_0: 0.2823 loss_giou_0: 0.4821 loss_ce_1: 0.3578 loss_bbox_1: 0.2002 loss_giou_1: 0.3585 loss_ce_2: 0.3101 loss_bbox_2: 0.1874 loss_giou_2: 0.3294 loss_ce_3: 0.2852 loss_bbox_3: 0.1843 loss_giou_3: 0.3192 loss_ce_4: 0.2681 loss_bbox_4: 0.1755 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:09] d2.utils.events INFO: eta: 10:56:12 iter: 309899 total_loss: 5.501 loss_ce: 0.2847 loss_bbox: 0.1848 loss_giou: 0.3203 loss_ce_0: 0.4961 loss_bbox_0: 0.3054 loss_giou_0: 0.4979 loss_ce_1: 0.3786 loss_bbox_1: 0.2172 loss_giou_1: 0.3674 loss_ce_2: 0.3351 loss_bbox_2: 0.1998 loss_giou_2: 0.3433 loss_ce_3: 0.2938 loss_bbox_3: 0.1907 loss_giou_3: 0.3348 loss_ce_4: 0.2875 loss_bbox_4: 0.1855 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:15] d2.utils.events INFO: eta: 10:56:08 iter: 309919 total_loss: 5.234 loss_ce: 0.2556 loss_bbox: 0.1774 loss_giou: 0.3127 loss_ce_0: 0.4779 loss_bbox_0: 0.2904 loss_giou_0: 0.4687 loss_ce_1: 0.3624 loss_bbox_1: 0.212 loss_giou_1: 0.3556 loss_ce_2: 0.315 loss_bbox_2: 0.1941 loss_giou_2: 0.3298 loss_ce_3: 0.2817 loss_bbox_3: 0.1837 loss_giou_3: 0.3177 loss_ce_4: 0.2581 loss_bbox_4: 0.1782 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:21] d2.utils.events INFO: eta: 10:56:07 iter: 309939 total_loss: 5.381 loss_ce: 0.2505 loss_bbox: 0.1841 loss_giou: 0.3176 loss_ce_0: 0.4756 loss_bbox_0: 0.3081 loss_giou_0: 0.488 loss_ce_1: 0.3715 loss_bbox_1: 0.2289 loss_giou_1: 0.3759 loss_ce_2: 0.3034 loss_bbox_2: 0.2052 loss_giou_2: 0.341 loss_ce_3: 0.2769 loss_bbox_3: 0.1972 loss_giou_3: 0.3256 loss_ce_4: 0.2663 loss_bbox_4: 0.1877 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:27] d2.utils.events INFO: eta: 10:56:00 iter: 309959 total_loss: 5.512 loss_ce: 0.2549 loss_bbox: 0.1692 loss_giou: 0.3482 loss_ce_0: 0.476 loss_bbox_0: 0.2848 loss_giou_0: 0.5374 loss_ce_1: 0.3567 loss_bbox_1: 0.1936 loss_giou_1: 0.3819 loss_ce_2: 0.3005 loss_bbox_2: 0.1793 loss_giou_2: 0.3628 loss_ce_3: 0.2722 loss_bbox_3: 0.1764 loss_giou_3: 0.354 loss_ce_4: 0.2544 loss_bbox_4: 0.1751 loss_giou_4: 0.3527 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:32] d2.utils.events INFO: eta: 10:55:42 iter: 309979 total_loss: 5.4 loss_ce: 0.2766 loss_bbox: 0.1771 loss_giou: 0.3114 loss_ce_0: 0.5008 loss_bbox_0: 0.3039 loss_giou_0: 0.5001 loss_ce_1: 0.3942 loss_bbox_1: 0.2054 loss_giou_1: 0.3636 loss_ce_2: 0.3305 loss_bbox_2: 0.181 loss_giou_2: 0.3316 loss_ce_3: 0.296 loss_bbox_3: 0.1837 loss_giou_3: 0.3185 loss_ce_4: 0.2851 loss_bbox_4: 0.1763 loss_giou_4: 0.3151 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:38] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0309999.pth [11/03 14:30:40] d2.utils.events INFO: eta: 10:55:35 iter: 309999 total_loss: 5.244 loss_ce: 0.2574 loss_bbox: 0.1693 loss_giou: 0.3095 loss_ce_0: 0.4631 loss_bbox_0: 0.278 loss_giou_0: 0.4794 loss_ce_1: 0.3659 loss_bbox_1: 0.1957 loss_giou_1: 0.3524 loss_ce_2: 0.3026 loss_bbox_2: 0.1807 loss_giou_2: 0.3266 loss_ce_3: 0.2766 loss_bbox_3: 0.1762 loss_giou_3: 0.319 loss_ce_4: 0.2571 loss_bbox_4: 0.1735 loss_giou_4: 0.3105 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:46] d2.utils.events INFO: eta: 10:55:29 iter: 310019 total_loss: 5.611 loss_ce: 0.2711 loss_bbox: 0.1842 loss_giou: 0.3437 loss_ce_0: 0.4833 loss_bbox_0: 0.3108 loss_giou_0: 0.5099 loss_ce_1: 0.3715 loss_bbox_1: 0.218 loss_giou_1: 0.3882 loss_ce_2: 0.3231 loss_bbox_2: 0.2017 loss_giou_2: 0.3495 loss_ce_3: 0.279 loss_bbox_3: 0.1872 loss_giou_3: 0.3424 loss_ce_4: 0.2749 loss_bbox_4: 0.1858 loss_giou_4: 0.3414 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:51] d2.utils.events INFO: eta: 10:55:21 iter: 310039 total_loss: 5.348 loss_ce: 0.2512 loss_bbox: 0.1754 loss_giou: 0.3272 loss_ce_0: 0.4696 loss_bbox_0: 0.2898 loss_giou_0: 0.5275 loss_ce_1: 0.349 loss_bbox_1: 0.2011 loss_giou_1: 0.3802 loss_ce_2: 0.3038 loss_bbox_2: 0.1887 loss_giou_2: 0.347 loss_ce_3: 0.2564 loss_bbox_3: 0.1797 loss_giou_3: 0.3356 loss_ce_4: 0.2508 loss_bbox_4: 0.1771 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 14:30:57] d2.utils.events INFO: eta: 10:55:07 iter: 310059 total_loss: 5.56 loss_ce: 0.2579 loss_bbox: 0.1783 loss_giou: 0.3239 loss_ce_0: 0.4816 loss_bbox_0: 0.2961 loss_giou_0: 0.5006 loss_ce_1: 0.3771 loss_bbox_1: 0.2091 loss_giou_1: 0.3772 loss_ce_2: 0.308 loss_bbox_2: 0.1891 loss_giou_2: 0.3469 loss_ce_3: 0.2822 loss_bbox_3: 0.1862 loss_giou_3: 0.338 loss_ce_4: 0.2597 loss_bbox_4: 0.1797 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:03] d2.utils.events INFO: eta: 10:55:05 iter: 310079 total_loss: 5.267 loss_ce: 0.2565 loss_bbox: 0.1735 loss_giou: 0.3149 loss_ce_0: 0.4855 loss_bbox_0: 0.3038 loss_giou_0: 0.4909 loss_ce_1: 0.368 loss_bbox_1: 0.2082 loss_giou_1: 0.3588 loss_ce_2: 0.3046 loss_bbox_2: 0.187 loss_giou_2: 0.3418 loss_ce_3: 0.2674 loss_bbox_3: 0.1807 loss_giou_3: 0.3271 loss_ce_4: 0.263 loss_bbox_4: 0.1777 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:08] d2.utils.events INFO: eta: 10:55:11 iter: 310099 total_loss: 5.058 loss_ce: 0.2382 loss_bbox: 0.1561 loss_giou: 0.2916 loss_ce_0: 0.4599 loss_bbox_0: 0.279 loss_giou_0: 0.4644 loss_ce_1: 0.3566 loss_bbox_1: 0.1957 loss_giou_1: 0.34 loss_ce_2: 0.2899 loss_bbox_2: 0.17 loss_giou_2: 0.3064 loss_ce_3: 0.2599 loss_bbox_3: 0.1623 loss_giou_3: 0.2991 loss_ce_4: 0.2441 loss_bbox_4: 0.1573 loss_giou_4: 0.295 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:14] d2.utils.events INFO: eta: 10:55:05 iter: 310119 total_loss: 5.523 loss_ce: 0.2558 loss_bbox: 0.1749 loss_giou: 0.342 loss_ce_0: 0.4766 loss_bbox_0: 0.2926 loss_giou_0: 0.5186 loss_ce_1: 0.3637 loss_bbox_1: 0.2162 loss_giou_1: 0.3956 loss_ce_2: 0.3076 loss_bbox_2: 0.1929 loss_giou_2: 0.3705 loss_ce_3: 0.2647 loss_bbox_3: 0.1811 loss_giou_3: 0.3528 loss_ce_4: 0.262 loss_bbox_4: 0.1774 loss_giou_4: 0.3511 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:20] d2.utils.events INFO: eta: 10:55:02 iter: 310139 total_loss: 5.44 loss_ce: 0.2845 loss_bbox: 0.1723 loss_giou: 0.3322 loss_ce_0: 0.4816 loss_bbox_0: 0.2972 loss_giou_0: 0.5221 loss_ce_1: 0.3719 loss_bbox_1: 0.2145 loss_giou_1: 0.3848 loss_ce_2: 0.3194 loss_bbox_2: 0.1887 loss_giou_2: 0.3577 loss_ce_3: 0.2884 loss_bbox_3: 0.1805 loss_giou_3: 0.3399 loss_ce_4: 0.2812 loss_bbox_4: 0.178 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:26] d2.utils.events INFO: eta: 10:54:41 iter: 310159 total_loss: 5.499 loss_ce: 0.2686 loss_bbox: 0.1732 loss_giou: 0.3236 loss_ce_0: 0.488 loss_bbox_0: 0.2974 loss_giou_0: 0.5102 loss_ce_1: 0.3753 loss_bbox_1: 0.2068 loss_giou_1: 0.3721 loss_ce_2: 0.3138 loss_bbox_2: 0.1835 loss_giou_2: 0.3455 loss_ce_3: 0.2857 loss_bbox_3: 0.1787 loss_giou_3: 0.3332 loss_ce_4: 0.2695 loss_bbox_4: 0.1733 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:31] d2.utils.events INFO: eta: 10:54:35 iter: 310179 total_loss: 5.416 loss_ce: 0.2654 loss_bbox: 0.1567 loss_giou: 0.3211 loss_ce_0: 0.4819 loss_bbox_0: 0.2884 loss_giou_0: 0.5153 loss_ce_1: 0.3709 loss_bbox_1: 0.192 loss_giou_1: 0.3743 loss_ce_2: 0.3114 loss_bbox_2: 0.1748 loss_giou_2: 0.349 loss_ce_3: 0.2833 loss_bbox_3: 0.164 loss_giou_3: 0.3304 loss_ce_4: 0.2638 loss_bbox_4: 0.1601 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:37] d2.utils.events INFO: eta: 10:54:39 iter: 310199 total_loss: 5.224 loss_ce: 0.2392 loss_bbox: 0.1812 loss_giou: 0.3077 loss_ce_0: 0.4744 loss_bbox_0: 0.2915 loss_giou_0: 0.5 loss_ce_1: 0.3429 loss_bbox_1: 0.2065 loss_giou_1: 0.3635 loss_ce_2: 0.2831 loss_bbox_2: 0.1908 loss_giou_2: 0.3296 loss_ce_3: 0.2489 loss_bbox_3: 0.1858 loss_giou_3: 0.3214 loss_ce_4: 0.2391 loss_bbox_4: 0.1827 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:43] d2.utils.events INFO: eta: 10:54:28 iter: 310219 total_loss: 5.238 loss_ce: 0.2665 loss_bbox: 0.1719 loss_giou: 0.3146 loss_ce_0: 0.4939 loss_bbox_0: 0.3032 loss_giou_0: 0.486 loss_ce_1: 0.3623 loss_bbox_1: 0.2196 loss_giou_1: 0.3629 loss_ce_2: 0.3119 loss_bbox_2: 0.188 loss_giou_2: 0.3271 loss_ce_3: 0.2802 loss_bbox_3: 0.1811 loss_giou_3: 0.3213 loss_ce_4: 0.2665 loss_bbox_4: 0.1785 loss_giou_4: 0.3199 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:48] d2.utils.events INFO: eta: 10:54:38 iter: 310239 total_loss: 5.336 loss_ce: 0.2504 loss_bbox: 0.165 loss_giou: 0.3155 loss_ce_0: 0.4813 loss_bbox_0: 0.2845 loss_giou_0: 0.4942 loss_ce_1: 0.3651 loss_bbox_1: 0.1996 loss_giou_1: 0.3703 loss_ce_2: 0.3071 loss_bbox_2: 0.1791 loss_giou_2: 0.3361 loss_ce_3: 0.2686 loss_bbox_3: 0.1721 loss_giou_3: 0.3298 loss_ce_4: 0.2595 loss_bbox_4: 0.1688 loss_giou_4: 0.3212 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:31:54] d2.utils.events INFO: eta: 10:54:33 iter: 310259 total_loss: 5.272 loss_ce: 0.2713 loss_bbox: 0.1783 loss_giou: 0.3095 loss_ce_0: 0.4707 loss_bbox_0: 0.2933 loss_giou_0: 0.4844 loss_ce_1: 0.3721 loss_bbox_1: 0.2117 loss_giou_1: 0.3494 loss_ce_2: 0.3205 loss_bbox_2: 0.2007 loss_giou_2: 0.3217 loss_ce_3: 0.2718 loss_bbox_3: 0.1866 loss_giou_3: 0.3146 loss_ce_4: 0.2655 loss_bbox_4: 0.1829 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:00] d2.utils.events INFO: eta: 10:54:25 iter: 310279 total_loss: 5.509 loss_ce: 0.2482 loss_bbox: 0.1639 loss_giou: 0.317 loss_ce_0: 0.4853 loss_bbox_0: 0.2778 loss_giou_0: 0.4919 loss_ce_1: 0.3646 loss_bbox_1: 0.1852 loss_giou_1: 0.3522 loss_ce_2: 0.3119 loss_bbox_2: 0.1733 loss_giou_2: 0.3269 loss_ce_3: 0.2678 loss_bbox_3: 0.1658 loss_giou_3: 0.3254 loss_ce_4: 0.2512 loss_bbox_4: 0.1712 loss_giou_4: 0.322 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:06] d2.utils.events INFO: eta: 10:54:00 iter: 310299 total_loss: 5.571 loss_ce: 0.2595 loss_bbox: 0.1637 loss_giou: 0.3167 loss_ce_0: 0.4897 loss_bbox_0: 0.2994 loss_giou_0: 0.5026 loss_ce_1: 0.382 loss_bbox_1: 0.1973 loss_giou_1: 0.3661 loss_ce_2: 0.3124 loss_bbox_2: 0.1865 loss_giou_2: 0.3386 loss_ce_3: 0.2788 loss_bbox_3: 0.1762 loss_giou_3: 0.3282 loss_ce_4: 0.2656 loss_bbox_4: 0.169 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:12] d2.utils.events INFO: eta: 10:53:52 iter: 310319 total_loss: 5.356 loss_ce: 0.2738 loss_bbox: 0.1684 loss_giou: 0.3321 loss_ce_0: 0.4787 loss_bbox_0: 0.2924 loss_giou_0: 0.5233 loss_ce_1: 0.3796 loss_bbox_1: 0.1967 loss_giou_1: 0.3825 loss_ce_2: 0.3287 loss_bbox_2: 0.1771 loss_giou_2: 0.3475 loss_ce_3: 0.2799 loss_bbox_3: 0.171 loss_giou_3: 0.3441 loss_ce_4: 0.2709 loss_bbox_4: 0.1691 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:17] d2.utils.events INFO: eta: 10:53:57 iter: 310339 total_loss: 5.699 loss_ce: 0.2799 loss_bbox: 0.1832 loss_giou: 0.3483 loss_ce_0: 0.5007 loss_bbox_0: 0.3 loss_giou_0: 0.5106 loss_ce_1: 0.3935 loss_bbox_1: 0.2212 loss_giou_1: 0.3934 loss_ce_2: 0.3235 loss_bbox_2: 0.2002 loss_giou_2: 0.3625 loss_ce_3: 0.2942 loss_bbox_3: 0.1876 loss_giou_3: 0.356 loss_ce_4: 0.2804 loss_bbox_4: 0.186 loss_giou_4: 0.3507 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:23] d2.utils.events INFO: eta: 10:53:54 iter: 310359 total_loss: 5.112 loss_ce: 0.234 loss_bbox: 0.1749 loss_giou: 0.3061 loss_ce_0: 0.454 loss_bbox_0: 0.2751 loss_giou_0: 0.4869 loss_ce_1: 0.352 loss_bbox_1: 0.1978 loss_giou_1: 0.3432 loss_ce_2: 0.2809 loss_bbox_2: 0.1846 loss_giou_2: 0.3214 loss_ce_3: 0.2532 loss_bbox_3: 0.1772 loss_giou_3: 0.3168 loss_ce_4: 0.2402 loss_bbox_4: 0.1789 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:29] d2.utils.events INFO: eta: 10:53:57 iter: 310379 total_loss: 5.606 loss_ce: 0.2923 loss_bbox: 0.1807 loss_giou: 0.3395 loss_ce_0: 0.5004 loss_bbox_0: 0.3115 loss_giou_0: 0.5185 loss_ce_1: 0.3917 loss_bbox_1: 0.2028 loss_giou_1: 0.395 loss_ce_2: 0.3284 loss_bbox_2: 0.1923 loss_giou_2: 0.3587 loss_ce_3: 0.2991 loss_bbox_3: 0.1836 loss_giou_3: 0.3503 loss_ce_4: 0.2903 loss_bbox_4: 0.18 loss_giou_4: 0.3403 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:35] d2.utils.events INFO: eta: 10:53:55 iter: 310399 total_loss: 5.578 loss_ce: 0.2741 loss_bbox: 0.1691 loss_giou: 0.3362 loss_ce_0: 0.4986 loss_bbox_0: 0.2947 loss_giou_0: 0.5286 loss_ce_1: 0.3945 loss_bbox_1: 0.2095 loss_giou_1: 0.3954 loss_ce_2: 0.3231 loss_bbox_2: 0.1819 loss_giou_2: 0.3585 loss_ce_3: 0.2897 loss_bbox_3: 0.1775 loss_giou_3: 0.343 loss_ce_4: 0.2754 loss_bbox_4: 0.1743 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:40] d2.utils.events INFO: eta: 10:53:52 iter: 310419 total_loss: 5.428 loss_ce: 0.2715 loss_bbox: 0.1732 loss_giou: 0.3247 loss_ce_0: 0.4748 loss_bbox_0: 0.2883 loss_giou_0: 0.5098 loss_ce_1: 0.3783 loss_bbox_1: 0.2075 loss_giou_1: 0.3736 loss_ce_2: 0.3247 loss_bbox_2: 0.1845 loss_giou_2: 0.3478 loss_ce_3: 0.2916 loss_bbox_3: 0.1775 loss_giou_3: 0.3407 loss_ce_4: 0.2751 loss_bbox_4: 0.1731 loss_giou_4: 0.3296 time: 0.2799 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:46] d2.utils.events INFO: eta: 10:53:52 iter: 310439 total_loss: 5.431 loss_ce: 0.2753 loss_bbox: 0.1644 loss_giou: 0.3126 loss_ce_0: 0.4841 loss_bbox_0: 0.3038 loss_giou_0: 0.4925 loss_ce_1: 0.378 loss_bbox_1: 0.1907 loss_giou_1: 0.3633 loss_ce_2: 0.3132 loss_bbox_2: 0.1746 loss_giou_2: 0.3276 loss_ce_3: 0.2842 loss_bbox_3: 0.172 loss_giou_3: 0.3151 loss_ce_4: 0.276 loss_bbox_4: 0.1678 loss_giou_4: 0.3098 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:52] d2.utils.events INFO: eta: 10:53:52 iter: 310459 total_loss: 5.461 loss_ce: 0.2834 loss_bbox: 0.1853 loss_giou: 0.3134 loss_ce_0: 0.4969 loss_bbox_0: 0.3093 loss_giou_0: 0.4977 loss_ce_1: 0.3909 loss_bbox_1: 0.2173 loss_giou_1: 0.3667 loss_ce_2: 0.3275 loss_bbox_2: 0.201 loss_giou_2: 0.3371 loss_ce_3: 0.2995 loss_bbox_3: 0.1888 loss_giou_3: 0.325 loss_ce_4: 0.2853 loss_bbox_4: 0.1857 loss_giou_4: 0.3159 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 14:32:57] d2.utils.events INFO: eta: 10:54:10 iter: 310479 total_loss: 5.312 loss_ce: 0.2505 loss_bbox: 0.1652 loss_giou: 0.329 loss_ce_0: 0.4815 loss_bbox_0: 0.2874 loss_giou_0: 0.515 loss_ce_1: 0.361 loss_bbox_1: 0.1991 loss_giou_1: 0.3749 loss_ce_2: 0.2892 loss_bbox_2: 0.1766 loss_giou_2: 0.346 loss_ce_3: 0.2579 loss_bbox_3: 0.1702 loss_giou_3: 0.3371 loss_ce_4: 0.2504 loss_bbox_4: 0.166 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:03] d2.utils.events INFO: eta: 10:54:10 iter: 310499 total_loss: 5.789 loss_ce: 0.2801 loss_bbox: 0.1827 loss_giou: 0.3689 loss_ce_0: 0.493 loss_bbox_0: 0.2934 loss_giou_0: 0.554 loss_ce_1: 0.3758 loss_bbox_1: 0.2169 loss_giou_1: 0.4199 loss_ce_2: 0.326 loss_bbox_2: 0.1979 loss_giou_2: 0.3913 loss_ce_3: 0.2991 loss_bbox_3: 0.1937 loss_giou_3: 0.3784 loss_ce_4: 0.2848 loss_bbox_4: 0.187 loss_giou_4: 0.3726 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:09] d2.utils.events INFO: eta: 10:54:25 iter: 310519 total_loss: 5.585 loss_ce: 0.2656 loss_bbox: 0.1744 loss_giou: 0.3255 loss_ce_0: 0.4908 loss_bbox_0: 0.3114 loss_giou_0: 0.4975 loss_ce_1: 0.3834 loss_bbox_1: 0.2098 loss_giou_1: 0.3761 loss_ce_2: 0.3201 loss_bbox_2: 0.189 loss_giou_2: 0.3352 loss_ce_3: 0.2787 loss_bbox_3: 0.1857 loss_giou_3: 0.3307 loss_ce_4: 0.2657 loss_bbox_4: 0.1791 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:14] d2.utils.events INFO: eta: 10:54:24 iter: 310539 total_loss: 5.537 loss_ce: 0.266 loss_bbox: 0.1807 loss_giou: 0.3503 loss_ce_0: 0.4813 loss_bbox_0: 0.3069 loss_giou_0: 0.5387 loss_ce_1: 0.3685 loss_bbox_1: 0.2133 loss_giou_1: 0.3938 loss_ce_2: 0.3157 loss_bbox_2: 0.1924 loss_giou_2: 0.3709 loss_ce_3: 0.2804 loss_bbox_3: 0.1806 loss_giou_3: 0.3625 loss_ce_4: 0.2712 loss_bbox_4: 0.1794 loss_giou_4: 0.3522 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:20] d2.utils.events INFO: eta: 10:54:22 iter: 310559 total_loss: 5.62 loss_ce: 0.2624 loss_bbox: 0.1792 loss_giou: 0.3418 loss_ce_0: 0.4794 loss_bbox_0: 0.3036 loss_giou_0: 0.5375 loss_ce_1: 0.3806 loss_bbox_1: 0.2124 loss_giou_1: 0.4055 loss_ce_2: 0.3048 loss_bbox_2: 0.1944 loss_giou_2: 0.3639 loss_ce_3: 0.2793 loss_bbox_3: 0.1826 loss_giou_3: 0.3576 loss_ce_4: 0.2639 loss_bbox_4: 0.1807 loss_giou_4: 0.3441 time: 0.2799 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:26] d2.utils.events INFO: eta: 10:54:29 iter: 310579 total_loss: 5.131 loss_ce: 0.2302 loss_bbox: 0.174 loss_giou: 0.3194 loss_ce_0: 0.4687 loss_bbox_0: 0.3034 loss_giou_0: 0.4999 loss_ce_1: 0.358 loss_bbox_1: 0.2069 loss_giou_1: 0.3633 loss_ce_2: 0.2786 loss_bbox_2: 0.1905 loss_giou_2: 0.3359 loss_ce_3: 0.2454 loss_bbox_3: 0.1834 loss_giou_3: 0.3349 loss_ce_4: 0.2318 loss_bbox_4: 0.1788 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:32] d2.utils.events INFO: eta: 10:54:11 iter: 310599 total_loss: 5.185 loss_ce: 0.2368 loss_bbox: 0.1671 loss_giou: 0.3006 loss_ce_0: 0.4626 loss_bbox_0: 0.2983 loss_giou_0: 0.4724 loss_ce_1: 0.3676 loss_bbox_1: 0.2015 loss_giou_1: 0.3492 loss_ce_2: 0.2931 loss_bbox_2: 0.184 loss_giou_2: 0.3277 loss_ce_3: 0.2492 loss_bbox_3: 0.1716 loss_giou_3: 0.309 loss_ce_4: 0.2369 loss_bbox_4: 0.1704 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:38] d2.utils.events INFO: eta: 10:54:18 iter: 310619 total_loss: 5.361 loss_ce: 0.2606 loss_bbox: 0.1835 loss_giou: 0.3269 loss_ce_0: 0.4686 loss_bbox_0: 0.2918 loss_giou_0: 0.4822 loss_ce_1: 0.3678 loss_bbox_1: 0.2122 loss_giou_1: 0.3758 loss_ce_2: 0.3124 loss_bbox_2: 0.1928 loss_giou_2: 0.3487 loss_ce_3: 0.2771 loss_bbox_3: 0.1886 loss_giou_3: 0.3396 loss_ce_4: 0.2701 loss_bbox_4: 0.1848 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:43] d2.utils.events INFO: eta: 10:54:14 iter: 310639 total_loss: 5.258 loss_ce: 0.2642 loss_bbox: 0.156 loss_giou: 0.3228 loss_ce_0: 0.4787 loss_bbox_0: 0.2873 loss_giou_0: 0.515 loss_ce_1: 0.3677 loss_bbox_1: 0.1896 loss_giou_1: 0.3829 loss_ce_2: 0.3008 loss_bbox_2: 0.1734 loss_giou_2: 0.3471 loss_ce_3: 0.2766 loss_bbox_3: 0.167 loss_giou_3: 0.3381 loss_ce_4: 0.2603 loss_bbox_4: 0.165 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:49] d2.utils.events INFO: eta: 10:54:06 iter: 310659 total_loss: 5.513 loss_ce: 0.2616 loss_bbox: 0.1685 loss_giou: 0.3287 loss_ce_0: 0.4682 loss_bbox_0: 0.3121 loss_giou_0: 0.5217 loss_ce_1: 0.3737 loss_bbox_1: 0.2096 loss_giou_1: 0.3889 loss_ce_2: 0.3176 loss_bbox_2: 0.1837 loss_giou_2: 0.3596 loss_ce_3: 0.2838 loss_bbox_3: 0.1755 loss_giou_3: 0.3428 loss_ce_4: 0.2618 loss_bbox_4: 0.1717 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 14:33:55] d2.utils.events INFO: eta: 10:53:54 iter: 310679 total_loss: 5.251 loss_ce: 0.2374 loss_bbox: 0.1706 loss_giou: 0.3187 loss_ce_0: 0.4571 loss_bbox_0: 0.2877 loss_giou_0: 0.5018 loss_ce_1: 0.3541 loss_bbox_1: 0.1961 loss_giou_1: 0.3686 loss_ce_2: 0.2956 loss_bbox_2: 0.188 loss_giou_2: 0.3435 loss_ce_3: 0.2484 loss_bbox_3: 0.1814 loss_giou_3: 0.33 loss_ce_4: 0.2344 loss_bbox_4: 0.1764 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:00] d2.utils.events INFO: eta: 10:53:52 iter: 310699 total_loss: 5.258 loss_ce: 0.2495 loss_bbox: 0.1727 loss_giou: 0.3061 loss_ce_0: 0.4609 loss_bbox_0: 0.294 loss_giou_0: 0.4803 loss_ce_1: 0.3561 loss_bbox_1: 0.2084 loss_giou_1: 0.362 loss_ce_2: 0.2993 loss_bbox_2: 0.1885 loss_giou_2: 0.3328 loss_ce_3: 0.2595 loss_bbox_3: 0.18 loss_giou_3: 0.3156 loss_ce_4: 0.2589 loss_bbox_4: 0.1798 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:06] d2.utils.events INFO: eta: 10:54:04 iter: 310719 total_loss: 5.327 loss_ce: 0.2399 loss_bbox: 0.1727 loss_giou: 0.3202 loss_ce_0: 0.4656 loss_bbox_0: 0.2925 loss_giou_0: 0.495 loss_ce_1: 0.3597 loss_bbox_1: 0.194 loss_giou_1: 0.3762 loss_ce_2: 0.2878 loss_bbox_2: 0.1854 loss_giou_2: 0.3458 loss_ce_3: 0.2547 loss_bbox_3: 0.1763 loss_giou_3: 0.3285 loss_ce_4: 0.2458 loss_bbox_4: 0.1759 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:12] d2.utils.events INFO: eta: 10:53:50 iter: 310739 total_loss: 5.373 loss_ce: 0.2698 loss_bbox: 0.1804 loss_giou: 0.3144 loss_ce_0: 0.5008 loss_bbox_0: 0.2962 loss_giou_0: 0.4894 loss_ce_1: 0.3849 loss_bbox_1: 0.2145 loss_giou_1: 0.3599 loss_ce_2: 0.3149 loss_bbox_2: 0.2004 loss_giou_2: 0.3328 loss_ce_3: 0.2859 loss_bbox_3: 0.1857 loss_giou_3: 0.3246 loss_ce_4: 0.2667 loss_bbox_4: 0.1823 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:17] d2.utils.events INFO: eta: 10:53:25 iter: 310759 total_loss: 5.254 loss_ce: 0.241 loss_bbox: 0.1602 loss_giou: 0.3096 loss_ce_0: 0.4818 loss_bbox_0: 0.291 loss_giou_0: 0.4904 loss_ce_1: 0.3747 loss_bbox_1: 0.1942 loss_giou_1: 0.3729 loss_ce_2: 0.3017 loss_bbox_2: 0.1758 loss_giou_2: 0.3363 loss_ce_3: 0.259 loss_bbox_3: 0.1691 loss_giou_3: 0.3207 loss_ce_4: 0.2456 loss_bbox_4: 0.1592 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:23] d2.utils.events INFO: eta: 10:53:23 iter: 310779 total_loss: 5.485 loss_ce: 0.2498 loss_bbox: 0.1777 loss_giou: 0.3304 loss_ce_0: 0.4813 loss_bbox_0: 0.3081 loss_giou_0: 0.5201 loss_ce_1: 0.3815 loss_bbox_1: 0.2121 loss_giou_1: 0.3716 loss_ce_2: 0.3077 loss_bbox_2: 0.1887 loss_giou_2: 0.3434 loss_ce_3: 0.2801 loss_bbox_3: 0.1831 loss_giou_3: 0.334 loss_ce_4: 0.2579 loss_bbox_4: 0.1804 loss_giou_4: 0.3304 time: 0.2799 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:29] d2.utils.events INFO: eta: 10:53:14 iter: 310799 total_loss: 5.056 loss_ce: 0.2285 loss_bbox: 0.1688 loss_giou: 0.3047 loss_ce_0: 0.4663 loss_bbox_0: 0.2857 loss_giou_0: 0.487 loss_ce_1: 0.3474 loss_bbox_1: 0.1942 loss_giou_1: 0.3568 loss_ce_2: 0.2801 loss_bbox_2: 0.1808 loss_giou_2: 0.3276 loss_ce_3: 0.2459 loss_bbox_3: 0.1711 loss_giou_3: 0.3087 loss_ce_4: 0.2347 loss_bbox_4: 0.1694 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:34] d2.utils.events INFO: eta: 10:53:09 iter: 310819 total_loss: 5.074 loss_ce: 0.2294 loss_bbox: 0.164 loss_giou: 0.301 loss_ce_0: 0.4624 loss_bbox_0: 0.2862 loss_giou_0: 0.4799 loss_ce_1: 0.357 loss_bbox_1: 0.1904 loss_giou_1: 0.3455 loss_ce_2: 0.3001 loss_bbox_2: 0.1706 loss_giou_2: 0.3114 loss_ce_3: 0.267 loss_bbox_3: 0.17 loss_giou_3: 0.3027 loss_ce_4: 0.2277 loss_bbox_4: 0.1657 loss_giou_4: 0.3028 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:40] d2.utils.events INFO: eta: 10:53:02 iter: 310839 total_loss: 5.347 loss_ce: 0.2719 loss_bbox: 0.1693 loss_giou: 0.2926 loss_ce_0: 0.468 loss_bbox_0: 0.2902 loss_giou_0: 0.4705 loss_ce_1: 0.3748 loss_bbox_1: 0.2038 loss_giou_1: 0.3549 loss_ce_2: 0.3098 loss_bbox_2: 0.1765 loss_giou_2: 0.326 loss_ce_3: 0.2739 loss_bbox_3: 0.1722 loss_giou_3: 0.3078 loss_ce_4: 0.2757 loss_bbox_4: 0.1728 loss_giou_4: 0.302 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:46] d2.utils.events INFO: eta: 10:52:57 iter: 310859 total_loss: 5.511 loss_ce: 0.2641 loss_bbox: 0.1947 loss_giou: 0.322 loss_ce_0: 0.4919 loss_bbox_0: 0.3042 loss_giou_0: 0.4836 loss_ce_1: 0.3844 loss_bbox_1: 0.2216 loss_giou_1: 0.3614 loss_ce_2: 0.3239 loss_bbox_2: 0.2075 loss_giou_2: 0.3324 loss_ce_3: 0.289 loss_bbox_3: 0.206 loss_giou_3: 0.3276 loss_ce_4: 0.2768 loss_bbox_4: 0.1987 loss_giou_4: 0.32 time: 0.2799 data_time: 0.0341 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:51] d2.utils.events INFO: eta: 10:52:52 iter: 310879 total_loss: 5.4 loss_ce: 0.2492 loss_bbox: 0.1663 loss_giou: 0.3449 loss_ce_0: 0.4673 loss_bbox_0: 0.2821 loss_giou_0: 0.522 loss_ce_1: 0.3611 loss_bbox_1: 0.1991 loss_giou_1: 0.3888 loss_ce_2: 0.3069 loss_bbox_2: 0.1754 loss_giou_2: 0.3627 loss_ce_3: 0.2655 loss_bbox_3: 0.1737 loss_giou_3: 0.3512 loss_ce_4: 0.252 loss_bbox_4: 0.1717 loss_giou_4: 0.3497 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 14:34:57] d2.utils.events INFO: eta: 10:53:08 iter: 310899 total_loss: 5.49 loss_ce: 0.2744 loss_bbox: 0.1808 loss_giou: 0.3388 loss_ce_0: 0.4815 loss_bbox_0: 0.2886 loss_giou_0: 0.5116 loss_ce_1: 0.3657 loss_bbox_1: 0.2062 loss_giou_1: 0.3839 loss_ce_2: 0.2932 loss_bbox_2: 0.1853 loss_giou_2: 0.3613 loss_ce_3: 0.2814 loss_bbox_3: 0.1847 loss_giou_3: 0.3532 loss_ce_4: 0.266 loss_bbox_4: 0.181 loss_giou_4: 0.3478 time: 0.2799 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:03] d2.utils.events INFO: eta: 10:53:08 iter: 310919 total_loss: 5.731 loss_ce: 0.2917 loss_bbox: 0.1718 loss_giou: 0.3456 loss_ce_0: 0.4905 loss_bbox_0: 0.2917 loss_giou_0: 0.5276 loss_ce_1: 0.3988 loss_bbox_1: 0.2039 loss_giou_1: 0.3962 loss_ce_2: 0.3353 loss_bbox_2: 0.1886 loss_giou_2: 0.3665 loss_ce_3: 0.3106 loss_bbox_3: 0.1791 loss_giou_3: 0.3513 loss_ce_4: 0.2939 loss_bbox_4: 0.1766 loss_giou_4: 0.349 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:09] d2.utils.events INFO: eta: 10:52:57 iter: 310939 total_loss: 5.276 loss_ce: 0.2539 loss_bbox: 0.1685 loss_giou: 0.3156 loss_ce_0: 0.4895 loss_bbox_0: 0.2942 loss_giou_0: 0.5016 loss_ce_1: 0.3733 loss_bbox_1: 0.1927 loss_giou_1: 0.3569 loss_ce_2: 0.3138 loss_bbox_2: 0.1775 loss_giou_2: 0.3408 loss_ce_3: 0.2647 loss_bbox_3: 0.1726 loss_giou_3: 0.3243 loss_ce_4: 0.2567 loss_bbox_4: 0.171 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:14] d2.utils.events INFO: eta: 10:52:48 iter: 310959 total_loss: 5.3 loss_ce: 0.2534 loss_bbox: 0.1821 loss_giou: 0.3151 loss_ce_0: 0.4779 loss_bbox_0: 0.2995 loss_giou_0: 0.4766 loss_ce_1: 0.3597 loss_bbox_1: 0.2114 loss_giou_1: 0.3584 loss_ce_2: 0.3078 loss_bbox_2: 0.1971 loss_giou_2: 0.3346 loss_ce_3: 0.2722 loss_bbox_3: 0.1917 loss_giou_3: 0.3218 loss_ce_4: 0.2555 loss_bbox_4: 0.1879 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:20] d2.utils.events INFO: eta: 10:52:46 iter: 310979 total_loss: 5.403 loss_ce: 0.2535 loss_bbox: 0.1644 loss_giou: 0.3261 loss_ce_0: 0.4775 loss_bbox_0: 0.2896 loss_giou_0: 0.512 loss_ce_1: 0.3599 loss_bbox_1: 0.1982 loss_giou_1: 0.388 loss_ce_2: 0.2972 loss_bbox_2: 0.1846 loss_giou_2: 0.3513 loss_ce_3: 0.2701 loss_bbox_3: 0.1702 loss_giou_3: 0.3309 loss_ce_4: 0.2603 loss_bbox_4: 0.1685 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:26] d2.utils.events INFO: eta: 10:52:52 iter: 310999 total_loss: 5.469 loss_ce: 0.2571 loss_bbox: 0.1615 loss_giou: 0.3371 loss_ce_0: 0.4906 loss_bbox_0: 0.2984 loss_giou_0: 0.5435 loss_ce_1: 0.3821 loss_bbox_1: 0.2002 loss_giou_1: 0.3906 loss_ce_2: 0.3071 loss_bbox_2: 0.1824 loss_giou_2: 0.3623 loss_ce_3: 0.2728 loss_bbox_3: 0.1676 loss_giou_3: 0.3463 loss_ce_4: 0.265 loss_bbox_4: 0.1658 loss_giou_4: 0.3427 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:31] d2.utils.events INFO: eta: 10:52:45 iter: 311019 total_loss: 5.248 loss_ce: 0.2435 loss_bbox: 0.1833 loss_giou: 0.3185 loss_ce_0: 0.4676 loss_bbox_0: 0.3008 loss_giou_0: 0.4918 loss_ce_1: 0.3614 loss_bbox_1: 0.2097 loss_giou_1: 0.3609 loss_ce_2: 0.2862 loss_bbox_2: 0.1876 loss_giou_2: 0.3267 loss_ce_3: 0.2554 loss_bbox_3: 0.1906 loss_giou_3: 0.3273 loss_ce_4: 0.2408 loss_bbox_4: 0.1842 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:37] d2.utils.events INFO: eta: 10:52:40 iter: 311039 total_loss: 5.544 loss_ce: 0.2659 loss_bbox: 0.1743 loss_giou: 0.3521 loss_ce_0: 0.479 loss_bbox_0: 0.2809 loss_giou_0: 0.5235 loss_ce_1: 0.3655 loss_bbox_1: 0.2031 loss_giou_1: 0.3972 loss_ce_2: 0.3188 loss_bbox_2: 0.1847 loss_giou_2: 0.3658 loss_ce_3: 0.2891 loss_bbox_3: 0.1776 loss_giou_3: 0.3541 loss_ce_4: 0.2775 loss_bbox_4: 0.1763 loss_giou_4: 0.3557 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:43] d2.utils.events INFO: eta: 10:52:38 iter: 311059 total_loss: 5.373 loss_ce: 0.2664 loss_bbox: 0.1782 loss_giou: 0.3164 loss_ce_0: 0.4667 loss_bbox_0: 0.3018 loss_giou_0: 0.48 loss_ce_1: 0.3687 loss_bbox_1: 0.2083 loss_giou_1: 0.3602 loss_ce_2: 0.3158 loss_bbox_2: 0.1895 loss_giou_2: 0.3302 loss_ce_3: 0.2789 loss_bbox_3: 0.1895 loss_giou_3: 0.3241 loss_ce_4: 0.2683 loss_bbox_4: 0.1846 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:48] d2.utils.events INFO: eta: 10:52:29 iter: 311079 total_loss: 4.987 loss_ce: 0.2263 loss_bbox: 0.1595 loss_giou: 0.3066 loss_ce_0: 0.4477 loss_bbox_0: 0.2716 loss_giou_0: 0.4686 loss_ce_1: 0.3374 loss_bbox_1: 0.182 loss_giou_1: 0.3531 loss_ce_2: 0.2793 loss_bbox_2: 0.1678 loss_giou_2: 0.3263 loss_ce_3: 0.2452 loss_bbox_3: 0.1631 loss_giou_3: 0.3215 loss_ce_4: 0.2318 loss_bbox_4: 0.1639 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 14:35:54] d2.utils.events INFO: eta: 10:52:24 iter: 311099 total_loss: 5.248 loss_ce: 0.2415 loss_bbox: 0.1634 loss_giou: 0.3034 loss_ce_0: 0.4556 loss_bbox_0: 0.2926 loss_giou_0: 0.4805 loss_ce_1: 0.3556 loss_bbox_1: 0.2044 loss_giou_1: 0.3573 loss_ce_2: 0.3001 loss_bbox_2: 0.1753 loss_giou_2: 0.321 loss_ce_3: 0.2532 loss_bbox_3: 0.1749 loss_giou_3: 0.3144 loss_ce_4: 0.2424 loss_bbox_4: 0.1688 loss_giou_4: 0.3045 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:00] d2.utils.events INFO: eta: 10:52:14 iter: 311119 total_loss: 5.437 loss_ce: 0.2486 loss_bbox: 0.1614 loss_giou: 0.3427 loss_ce_0: 0.4715 loss_bbox_0: 0.2833 loss_giou_0: 0.5077 loss_ce_1: 0.3599 loss_bbox_1: 0.1928 loss_giou_1: 0.3822 loss_ce_2: 0.2953 loss_bbox_2: 0.174 loss_giou_2: 0.3544 loss_ce_3: 0.2591 loss_bbox_3: 0.166 loss_giou_3: 0.3487 loss_ce_4: 0.2478 loss_bbox_4: 0.1616 loss_giou_4: 0.3421 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:06] d2.utils.events INFO: eta: 10:52:12 iter: 311139 total_loss: 5.489 loss_ce: 0.2618 loss_bbox: 0.1666 loss_giou: 0.331 loss_ce_0: 0.4815 loss_bbox_0: 0.2964 loss_giou_0: 0.515 loss_ce_1: 0.3801 loss_bbox_1: 0.1933 loss_giou_1: 0.3766 loss_ce_2: 0.3269 loss_bbox_2: 0.1797 loss_giou_2: 0.3446 loss_ce_3: 0.2791 loss_bbox_3: 0.1751 loss_giou_3: 0.3344 loss_ce_4: 0.2719 loss_bbox_4: 0.1671 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:11] d2.utils.events INFO: eta: 10:52:07 iter: 311159 total_loss: 5.673 loss_ce: 0.2778 loss_bbox: 0.1719 loss_giou: 0.3289 loss_ce_0: 0.4819 loss_bbox_0: 0.2958 loss_giou_0: 0.5322 loss_ce_1: 0.3814 loss_bbox_1: 0.2018 loss_giou_1: 0.374 loss_ce_2: 0.3253 loss_bbox_2: 0.1832 loss_giou_2: 0.3575 loss_ce_3: 0.2899 loss_bbox_3: 0.1719 loss_giou_3: 0.3416 loss_ce_4: 0.2757 loss_bbox_4: 0.1761 loss_giou_4: 0.3369 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:17] d2.utils.events INFO: eta: 10:51:53 iter: 311179 total_loss: 5.457 loss_ce: 0.261 loss_bbox: 0.1751 loss_giou: 0.3301 loss_ce_0: 0.479 loss_bbox_0: 0.3048 loss_giou_0: 0.4938 loss_ce_1: 0.3713 loss_bbox_1: 0.2167 loss_giou_1: 0.3582 loss_ce_2: 0.3067 loss_bbox_2: 0.1959 loss_giou_2: 0.3345 loss_ce_3: 0.264 loss_bbox_3: 0.1817 loss_giou_3: 0.3357 loss_ce_4: 0.2615 loss_bbox_4: 0.1784 loss_giou_4: 0.3294 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:23] d2.utils.events INFO: eta: 10:51:55 iter: 311199 total_loss: 5.299 loss_ce: 0.2541 loss_bbox: 0.1816 loss_giou: 0.3246 loss_ce_0: 0.4689 loss_bbox_0: 0.2879 loss_giou_0: 0.4842 loss_ce_1: 0.3609 loss_bbox_1: 0.2142 loss_giou_1: 0.3582 loss_ce_2: 0.2992 loss_bbox_2: 0.199 loss_giou_2: 0.3305 loss_ce_3: 0.2664 loss_bbox_3: 0.1856 loss_giou_3: 0.327 loss_ce_4: 0.2582 loss_bbox_4: 0.1839 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:28] d2.utils.events INFO: eta: 10:51:56 iter: 311219 total_loss: 5.148 loss_ce: 0.2479 loss_bbox: 0.172 loss_giou: 0.3232 loss_ce_0: 0.4774 loss_bbox_0: 0.2945 loss_giou_0: 0.4994 loss_ce_1: 0.3741 loss_bbox_1: 0.1983 loss_giou_1: 0.3577 loss_ce_2: 0.3044 loss_bbox_2: 0.1829 loss_giou_2: 0.3418 loss_ce_3: 0.2636 loss_bbox_3: 0.1782 loss_giou_3: 0.3317 loss_ce_4: 0.2544 loss_bbox_4: 0.1741 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:34] d2.utils.events INFO: eta: 10:51:50 iter: 311239 total_loss: 5.389 loss_ce: 0.2658 loss_bbox: 0.1726 loss_giou: 0.3138 loss_ce_0: 0.4929 loss_bbox_0: 0.2937 loss_giou_0: 0.4897 loss_ce_1: 0.3838 loss_bbox_1: 0.2029 loss_giou_1: 0.3566 loss_ce_2: 0.3155 loss_bbox_2: 0.1887 loss_giou_2: 0.3379 loss_ce_3: 0.2743 loss_bbox_3: 0.1815 loss_giou_3: 0.3231 loss_ce_4: 0.2654 loss_bbox_4: 0.1785 loss_giou_4: 0.317 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:40] d2.utils.events INFO: eta: 10:51:48 iter: 311259 total_loss: 5.414 loss_ce: 0.2728 loss_bbox: 0.1644 loss_giou: 0.3079 loss_ce_0: 0.4892 loss_bbox_0: 0.3127 loss_giou_0: 0.4902 loss_ce_1: 0.3952 loss_bbox_1: 0.2127 loss_giou_1: 0.3464 loss_ce_2: 0.3189 loss_bbox_2: 0.1745 loss_giou_2: 0.3226 loss_ce_3: 0.2922 loss_bbox_3: 0.1736 loss_giou_3: 0.3155 loss_ce_4: 0.2758 loss_bbox_4: 0.1664 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:46] d2.utils.events INFO: eta: 10:52:03 iter: 311279 total_loss: 5.285 loss_ce: 0.2484 loss_bbox: 0.1721 loss_giou: 0.3384 loss_ce_0: 0.4536 loss_bbox_0: 0.2812 loss_giou_0: 0.5209 loss_ce_1: 0.359 loss_bbox_1: 0.1985 loss_giou_1: 0.3876 loss_ce_2: 0.2973 loss_bbox_2: 0.1851 loss_giou_2: 0.3547 loss_ce_3: 0.2719 loss_bbox_3: 0.1788 loss_giou_3: 0.3482 loss_ce_4: 0.2524 loss_bbox_4: 0.1704 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:51] d2.utils.events INFO: eta: 10:51:57 iter: 311299 total_loss: 5.568 loss_ce: 0.2784 loss_bbox: 0.188 loss_giou: 0.32 loss_ce_0: 0.5051 loss_bbox_0: 0.2998 loss_giou_0: 0.4987 loss_ce_1: 0.4054 loss_bbox_1: 0.2146 loss_giou_1: 0.3726 loss_ce_2: 0.338 loss_bbox_2: 0.2005 loss_giou_2: 0.3527 loss_ce_3: 0.2992 loss_bbox_3: 0.1883 loss_giou_3: 0.3303 loss_ce_4: 0.2878 loss_bbox_4: 0.1897 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 14:36:57] d2.utils.events INFO: eta: 10:51:31 iter: 311319 total_loss: 5.242 loss_ce: 0.2558 loss_bbox: 0.1647 loss_giou: 0.3227 loss_ce_0: 0.4574 loss_bbox_0: 0.2693 loss_giou_0: 0.5009 loss_ce_1: 0.3518 loss_bbox_1: 0.1957 loss_giou_1: 0.3715 loss_ce_2: 0.2918 loss_bbox_2: 0.1708 loss_giou_2: 0.3332 loss_ce_3: 0.2616 loss_bbox_3: 0.1686 loss_giou_3: 0.3308 loss_ce_4: 0.2526 loss_bbox_4: 0.165 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:03] d2.utils.events INFO: eta: 10:51:22 iter: 311339 total_loss: 5.232 loss_ce: 0.2541 loss_bbox: 0.1621 loss_giou: 0.3167 loss_ce_0: 0.4623 loss_bbox_0: 0.2817 loss_giou_0: 0.4849 loss_ce_1: 0.3589 loss_bbox_1: 0.1942 loss_giou_1: 0.3563 loss_ce_2: 0.2932 loss_bbox_2: 0.1702 loss_giou_2: 0.3392 loss_ce_3: 0.2603 loss_bbox_3: 0.1683 loss_giou_3: 0.3295 loss_ce_4: 0.248 loss_bbox_4: 0.1644 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:08] d2.utils.events INFO: eta: 10:51:06 iter: 311359 total_loss: 5.196 loss_ce: 0.2354 loss_bbox: 0.1805 loss_giou: 0.3125 loss_ce_0: 0.4788 loss_bbox_0: 0.302 loss_giou_0: 0.4905 loss_ce_1: 0.3528 loss_bbox_1: 0.2126 loss_giou_1: 0.3491 loss_ce_2: 0.3011 loss_bbox_2: 0.1979 loss_giou_2: 0.3267 loss_ce_3: 0.2585 loss_bbox_3: 0.1903 loss_giou_3: 0.3141 loss_ce_4: 0.2367 loss_bbox_4: 0.1824 loss_giou_4: 0.3114 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:14] d2.utils.events INFO: eta: 10:51:04 iter: 311379 total_loss: 5.165 loss_ce: 0.2294 loss_bbox: 0.179 loss_giou: 0.321 loss_ce_0: 0.4595 loss_bbox_0: 0.2942 loss_giou_0: 0.5002 loss_ce_1: 0.3481 loss_bbox_1: 0.2106 loss_giou_1: 0.3663 loss_ce_2: 0.2884 loss_bbox_2: 0.1889 loss_giou_2: 0.341 loss_ce_3: 0.2543 loss_bbox_3: 0.1851 loss_giou_3: 0.3247 loss_ce_4: 0.2288 loss_bbox_4: 0.1817 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:20] d2.utils.events INFO: eta: 10:50:55 iter: 311399 total_loss: 5.303 loss_ce: 0.246 loss_bbox: 0.1755 loss_giou: 0.3074 loss_ce_0: 0.4577 loss_bbox_0: 0.3005 loss_giou_0: 0.5015 loss_ce_1: 0.3663 loss_bbox_1: 0.2152 loss_giou_1: 0.3599 loss_ce_2: 0.2869 loss_bbox_2: 0.2006 loss_giou_2: 0.3276 loss_ce_3: 0.2553 loss_bbox_3: 0.1828 loss_giou_3: 0.3174 loss_ce_4: 0.2434 loss_bbox_4: 0.18 loss_giou_4: 0.3144 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:25] d2.utils.events INFO: eta: 10:50:54 iter: 311419 total_loss: 5.426 loss_ce: 0.2635 loss_bbox: 0.1638 loss_giou: 0.3304 loss_ce_0: 0.5024 loss_bbox_0: 0.3007 loss_giou_0: 0.5097 loss_ce_1: 0.371 loss_bbox_1: 0.199 loss_giou_1: 0.381 loss_ce_2: 0.3112 loss_bbox_2: 0.1784 loss_giou_2: 0.3469 loss_ce_3: 0.273 loss_bbox_3: 0.1707 loss_giou_3: 0.3334 loss_ce_4: 0.2696 loss_bbox_4: 0.1662 loss_giou_4: 0.329 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:31] d2.utils.events INFO: eta: 10:50:47 iter: 311439 total_loss: 5.223 loss_ce: 0.2517 loss_bbox: 0.1688 loss_giou: 0.3106 loss_ce_0: 0.4828 loss_bbox_0: 0.2956 loss_giou_0: 0.4851 loss_ce_1: 0.3713 loss_bbox_1: 0.2075 loss_giou_1: 0.3547 loss_ce_2: 0.3185 loss_bbox_2: 0.1853 loss_giou_2: 0.3332 loss_ce_3: 0.2678 loss_bbox_3: 0.1788 loss_giou_3: 0.3216 loss_ce_4: 0.2459 loss_bbox_4: 0.1744 loss_giou_4: 0.3149 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:37] d2.utils.events INFO: eta: 10:50:43 iter: 311459 total_loss: 5.112 loss_ce: 0.2307 loss_bbox: 0.1631 loss_giou: 0.3043 loss_ce_0: 0.4758 loss_bbox_0: 0.2767 loss_giou_0: 0.4753 loss_ce_1: 0.3544 loss_bbox_1: 0.1952 loss_giou_1: 0.3454 loss_ce_2: 0.2955 loss_bbox_2: 0.1791 loss_giou_2: 0.3238 loss_ce_3: 0.2496 loss_bbox_3: 0.1726 loss_giou_3: 0.3152 loss_ce_4: 0.2433 loss_bbox_4: 0.1683 loss_giou_4: 0.3027 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:43] d2.utils.events INFO: eta: 10:50:25 iter: 311479 total_loss: 5.425 loss_ce: 0.2632 loss_bbox: 0.1832 loss_giou: 0.3064 loss_ce_0: 0.4581 loss_bbox_0: 0.306 loss_giou_0: 0.4656 loss_ce_1: 0.3612 loss_bbox_1: 0.2161 loss_giou_1: 0.354 loss_ce_2: 0.291 loss_bbox_2: 0.1966 loss_giou_2: 0.3307 loss_ce_3: 0.271 loss_bbox_3: 0.1918 loss_giou_3: 0.3235 loss_ce_4: 0.2706 loss_bbox_4: 0.1873 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:48] d2.utils.events INFO: eta: 10:50:09 iter: 311499 total_loss: 5.55 loss_ce: 0.2551 loss_bbox: 0.1887 loss_giou: 0.3343 loss_ce_0: 0.4809 loss_bbox_0: 0.2989 loss_giou_0: 0.5044 loss_ce_1: 0.3765 loss_bbox_1: 0.2141 loss_giou_1: 0.3711 loss_ce_2: 0.2982 loss_bbox_2: 0.1954 loss_giou_2: 0.3429 loss_ce_3: 0.2711 loss_bbox_3: 0.1922 loss_giou_3: 0.3389 loss_ce_4: 0.2551 loss_bbox_4: 0.1941 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:37:54] d2.utils.events INFO: eta: 10:50:07 iter: 311519 total_loss: 5.174 loss_ce: 0.2539 loss_bbox: 0.1712 loss_giou: 0.3023 loss_ce_0: 0.4767 loss_bbox_0: 0.3017 loss_giou_0: 0.464 loss_ce_1: 0.373 loss_bbox_1: 0.2101 loss_giou_1: 0.3421 loss_ce_2: 0.3137 loss_bbox_2: 0.1864 loss_giou_2: 0.3084 loss_ce_3: 0.2691 loss_bbox_3: 0.1798 loss_giou_3: 0.3072 loss_ce_4: 0.2616 loss_bbox_4: 0.1733 loss_giou_4: 0.2987 time: 0.2799 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:00] d2.utils.events INFO: eta: 10:49:52 iter: 311539 total_loss: 5.697 loss_ce: 0.2617 loss_bbox: 0.1936 loss_giou: 0.3325 loss_ce_0: 0.4696 loss_bbox_0: 0.3107 loss_giou_0: 0.5238 loss_ce_1: 0.3749 loss_bbox_1: 0.2297 loss_giou_1: 0.3866 loss_ce_2: 0.3169 loss_bbox_2: 0.2007 loss_giou_2: 0.3508 loss_ce_3: 0.2837 loss_bbox_3: 0.1982 loss_giou_3: 0.3393 loss_ce_4: 0.2601 loss_bbox_4: 0.2016 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:05] d2.utils.events INFO: eta: 10:49:20 iter: 311559 total_loss: 5.217 loss_ce: 0.2638 loss_bbox: 0.1681 loss_giou: 0.3119 loss_ce_0: 0.4691 loss_bbox_0: 0.2943 loss_giou_0: 0.4975 loss_ce_1: 0.376 loss_bbox_1: 0.2017 loss_giou_1: 0.378 loss_ce_2: 0.3197 loss_bbox_2: 0.1798 loss_giou_2: 0.3317 loss_ce_3: 0.2797 loss_bbox_3: 0.1736 loss_giou_3: 0.3221 loss_ce_4: 0.2688 loss_bbox_4: 0.1717 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:11] d2.utils.events INFO: eta: 10:48:58 iter: 311579 total_loss: 5.211 loss_ce: 0.2414 loss_bbox: 0.1718 loss_giou: 0.3303 loss_ce_0: 0.4719 loss_bbox_0: 0.2919 loss_giou_0: 0.4788 loss_ce_1: 0.3617 loss_bbox_1: 0.2097 loss_giou_1: 0.3758 loss_ce_2: 0.2997 loss_bbox_2: 0.1832 loss_giou_2: 0.3488 loss_ce_3: 0.2553 loss_bbox_3: 0.1788 loss_giou_3: 0.3378 loss_ce_4: 0.2471 loss_bbox_4: 0.1771 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:17] d2.utils.events INFO: eta: 10:48:51 iter: 311599 total_loss: 5.367 loss_ce: 0.2516 loss_bbox: 0.1749 loss_giou: 0.3126 loss_ce_0: 0.4774 loss_bbox_0: 0.295 loss_giou_0: 0.5092 loss_ce_1: 0.3646 loss_bbox_1: 0.2059 loss_giou_1: 0.3693 loss_ce_2: 0.3 loss_bbox_2: 0.1834 loss_giou_2: 0.3327 loss_ce_3: 0.2663 loss_bbox_3: 0.1824 loss_giou_3: 0.3221 loss_ce_4: 0.2547 loss_bbox_4: 0.1785 loss_giou_4: 0.3172 time: 0.2799 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:22] d2.utils.events INFO: eta: 10:48:48 iter: 311619 total_loss: 5.405 loss_ce: 0.2607 loss_bbox: 0.1607 loss_giou: 0.3356 loss_ce_0: 0.4746 loss_bbox_0: 0.2801 loss_giou_0: 0.5265 loss_ce_1: 0.373 loss_bbox_1: 0.1934 loss_giou_1: 0.3793 loss_ce_2: 0.3143 loss_bbox_2: 0.1786 loss_giou_2: 0.358 loss_ce_3: 0.2737 loss_bbox_3: 0.1678 loss_giou_3: 0.3492 loss_ce_4: 0.261 loss_bbox_4: 0.1623 loss_giou_4: 0.3401 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:28] d2.utils.events INFO: eta: 10:48:30 iter: 311639 total_loss: 5.302 loss_ce: 0.2324 loss_bbox: 0.1707 loss_giou: 0.3205 loss_ce_0: 0.4734 loss_bbox_0: 0.2909 loss_giou_0: 0.4882 loss_ce_1: 0.348 loss_bbox_1: 0.2023 loss_giou_1: 0.3574 loss_ce_2: 0.2799 loss_bbox_2: 0.182 loss_giou_2: 0.3331 loss_ce_3: 0.251 loss_bbox_3: 0.1764 loss_giou_3: 0.326 loss_ce_4: 0.2333 loss_bbox_4: 0.1728 loss_giou_4: 0.3265 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:34] d2.utils.events INFO: eta: 10:48:24 iter: 311659 total_loss: 5.08 loss_ce: 0.2409 loss_bbox: 0.1636 loss_giou: 0.293 loss_ce_0: 0.4506 loss_bbox_0: 0.2857 loss_giou_0: 0.4383 loss_ce_1: 0.3458 loss_bbox_1: 0.198 loss_giou_1: 0.3257 loss_ce_2: 0.2853 loss_bbox_2: 0.1773 loss_giou_2: 0.3098 loss_ce_3: 0.2555 loss_bbox_3: 0.1713 loss_giou_3: 0.3007 loss_ce_4: 0.2417 loss_bbox_4: 0.1631 loss_giou_4: 0.295 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:39] d2.utils.events INFO: eta: 10:48:20 iter: 311679 total_loss: 5.287 loss_ce: 0.2644 loss_bbox: 0.1731 loss_giou: 0.3273 loss_ce_0: 0.4803 loss_bbox_0: 0.2981 loss_giou_0: 0.4931 loss_ce_1: 0.3737 loss_bbox_1: 0.2037 loss_giou_1: 0.3682 loss_ce_2: 0.3224 loss_bbox_2: 0.1789 loss_giou_2: 0.3384 loss_ce_3: 0.2823 loss_bbox_3: 0.174 loss_giou_3: 0.3323 loss_ce_4: 0.2762 loss_bbox_4: 0.1715 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:45] d2.utils.events INFO: eta: 10:48:14 iter: 311699 total_loss: 5.055 loss_ce: 0.2263 loss_bbox: 0.16 loss_giou: 0.3169 loss_ce_0: 0.4661 loss_bbox_0: 0.2827 loss_giou_0: 0.4832 loss_ce_1: 0.3387 loss_bbox_1: 0.1886 loss_giou_1: 0.3572 loss_ce_2: 0.2781 loss_bbox_2: 0.1711 loss_giou_2: 0.3345 loss_ce_3: 0.2345 loss_bbox_3: 0.1654 loss_giou_3: 0.3274 loss_ce_4: 0.2295 loss_bbox_4: 0.1619 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:51] d2.utils.events INFO: eta: 10:48:02 iter: 311719 total_loss: 5.211 loss_ce: 0.2487 loss_bbox: 0.1599 loss_giou: 0.3186 loss_ce_0: 0.4706 loss_bbox_0: 0.2911 loss_giou_0: 0.5252 loss_ce_1: 0.3446 loss_bbox_1: 0.1942 loss_giou_1: 0.3832 loss_ce_2: 0.2948 loss_bbox_2: 0.175 loss_giou_2: 0.3492 loss_ce_3: 0.2583 loss_bbox_3: 0.1706 loss_giou_3: 0.3257 loss_ce_4: 0.2515 loss_bbox_4: 0.1651 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 14:38:56] d2.utils.events INFO: eta: 10:47:58 iter: 311739 total_loss: 5.224 loss_ce: 0.2454 loss_bbox: 0.1774 loss_giou: 0.3198 loss_ce_0: 0.4595 loss_bbox_0: 0.2969 loss_giou_0: 0.473 loss_ce_1: 0.3712 loss_bbox_1: 0.214 loss_giou_1: 0.3556 loss_ce_2: 0.3087 loss_bbox_2: 0.1867 loss_giou_2: 0.3302 loss_ce_3: 0.2575 loss_bbox_3: 0.1809 loss_giou_3: 0.3242 loss_ce_4: 0.2505 loss_bbox_4: 0.1744 loss_giou_4: 0.3211 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:02] d2.utils.events INFO: eta: 10:47:58 iter: 311759 total_loss: 5.588 loss_ce: 0.2724 loss_bbox: 0.1726 loss_giou: 0.3276 loss_ce_0: 0.4708 loss_bbox_0: 0.2885 loss_giou_0: 0.508 loss_ce_1: 0.3753 loss_bbox_1: 0.1979 loss_giou_1: 0.3838 loss_ce_2: 0.3162 loss_bbox_2: 0.1895 loss_giou_2: 0.3491 loss_ce_3: 0.292 loss_bbox_3: 0.1749 loss_giou_3: 0.3388 loss_ce_4: 0.2685 loss_bbox_4: 0.1689 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:08] d2.utils.events INFO: eta: 10:47:53 iter: 311779 total_loss: 5.512 loss_ce: 0.2657 loss_bbox: 0.1811 loss_giou: 0.3278 loss_ce_0: 0.4751 loss_bbox_0: 0.2996 loss_giou_0: 0.5138 loss_ce_1: 0.3683 loss_bbox_1: 0.2043 loss_giou_1: 0.3783 loss_ce_2: 0.3058 loss_bbox_2: 0.191 loss_giou_2: 0.3525 loss_ce_3: 0.2702 loss_bbox_3: 0.1825 loss_giou_3: 0.3405 loss_ce_4: 0.264 loss_bbox_4: 0.184 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:14] d2.utils.events INFO: eta: 10:47:56 iter: 311799 total_loss: 5.559 loss_ce: 0.2524 loss_bbox: 0.1785 loss_giou: 0.3417 loss_ce_0: 0.474 loss_bbox_0: 0.3018 loss_giou_0: 0.5331 loss_ce_1: 0.3776 loss_bbox_1: 0.2079 loss_giou_1: 0.3899 loss_ce_2: 0.3004 loss_bbox_2: 0.1905 loss_giou_2: 0.3615 loss_ce_3: 0.2663 loss_bbox_3: 0.183 loss_giou_3: 0.3526 loss_ce_4: 0.2523 loss_bbox_4: 0.1775 loss_giou_4: 0.3475 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:19] d2.utils.events INFO: eta: 10:47:49 iter: 311819 total_loss: 5.157 loss_ce: 0.2352 loss_bbox: 0.165 loss_giou: 0.304 loss_ce_0: 0.4627 loss_bbox_0: 0.2966 loss_giou_0: 0.4713 loss_ce_1: 0.3545 loss_bbox_1: 0.2024 loss_giou_1: 0.3534 loss_ce_2: 0.2911 loss_bbox_2: 0.1736 loss_giou_2: 0.3247 loss_ce_3: 0.2554 loss_bbox_3: 0.1727 loss_giou_3: 0.309 loss_ce_4: 0.2373 loss_bbox_4: 0.1673 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:25] d2.utils.events INFO: eta: 10:47:47 iter: 311839 total_loss: 5.433 loss_ce: 0.2566 loss_bbox: 0.1724 loss_giou: 0.3264 loss_ce_0: 0.4723 loss_bbox_0: 0.2918 loss_giou_0: 0.5041 loss_ce_1: 0.3601 loss_bbox_1: 0.2031 loss_giou_1: 0.3763 loss_ce_2: 0.3124 loss_bbox_2: 0.1833 loss_giou_2: 0.3485 loss_ce_3: 0.2687 loss_bbox_3: 0.1767 loss_giou_3: 0.3368 loss_ce_4: 0.2628 loss_bbox_4: 0.1724 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:31] d2.utils.events INFO: eta: 10:47:59 iter: 311859 total_loss: 5.593 loss_ce: 0.2309 loss_bbox: 0.1759 loss_giou: 0.349 loss_ce_0: 0.4672 loss_bbox_0: 0.3002 loss_giou_0: 0.5299 loss_ce_1: 0.3442 loss_bbox_1: 0.2051 loss_giou_1: 0.4024 loss_ce_2: 0.2992 loss_bbox_2: 0.1883 loss_giou_2: 0.3669 loss_ce_3: 0.2576 loss_bbox_3: 0.1838 loss_giou_3: 0.3581 loss_ce_4: 0.2371 loss_bbox_4: 0.1793 loss_giou_4: 0.3539 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:36] d2.utils.events INFO: eta: 10:47:53 iter: 311879 total_loss: 5.25 loss_ce: 0.2676 loss_bbox: 0.1663 loss_giou: 0.317 loss_ce_0: 0.4879 loss_bbox_0: 0.2936 loss_giou_0: 0.4959 loss_ce_1: 0.3912 loss_bbox_1: 0.1989 loss_giou_1: 0.3658 loss_ce_2: 0.3251 loss_bbox_2: 0.1737 loss_giou_2: 0.3369 loss_ce_3: 0.2852 loss_bbox_3: 0.1744 loss_giou_3: 0.3257 loss_ce_4: 0.2737 loss_bbox_4: 0.1703 loss_giou_4: 0.3211 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:43] d2.utils.events INFO: eta: 10:47:47 iter: 311899 total_loss: 5.47 loss_ce: 0.2618 loss_bbox: 0.1713 loss_giou: 0.332 loss_ce_0: 0.4857 loss_bbox_0: 0.2833 loss_giou_0: 0.5154 loss_ce_1: 0.3724 loss_bbox_1: 0.2006 loss_giou_1: 0.3853 loss_ce_2: 0.3164 loss_bbox_2: 0.1848 loss_giou_2: 0.3595 loss_ce_3: 0.2826 loss_bbox_3: 0.1735 loss_giou_3: 0.3472 loss_ce_4: 0.2643 loss_bbox_4: 0.1744 loss_giou_4: 0.3377 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:48] d2.utils.events INFO: eta: 10:47:42 iter: 311919 total_loss: 5.318 loss_ce: 0.2615 loss_bbox: 0.1642 loss_giou: 0.3255 loss_ce_0: 0.4755 loss_bbox_0: 0.2937 loss_giou_0: 0.4942 loss_ce_1: 0.3582 loss_bbox_1: 0.2013 loss_giou_1: 0.379 loss_ce_2: 0.2922 loss_bbox_2: 0.1783 loss_giou_2: 0.3479 loss_ce_3: 0.2666 loss_bbox_3: 0.1737 loss_giou_3: 0.3371 loss_ce_4: 0.267 loss_bbox_4: 0.1738 loss_giou_4: 0.3318 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:39:54] d2.utils.events INFO: eta: 10:47:21 iter: 311939 total_loss: 5.342 loss_ce: 0.2528 loss_bbox: 0.1765 loss_giou: 0.3306 loss_ce_0: 0.4693 loss_bbox_0: 0.3109 loss_giou_0: 0.5107 loss_ce_1: 0.3609 loss_bbox_1: 0.2183 loss_giou_1: 0.3786 loss_ce_2: 0.3071 loss_bbox_2: 0.1925 loss_giou_2: 0.3503 loss_ce_3: 0.2719 loss_bbox_3: 0.1818 loss_giou_3: 0.3377 loss_ce_4: 0.2558 loss_bbox_4: 0.1812 loss_giou_4: 0.3316 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:00] d2.utils.events INFO: eta: 10:47:02 iter: 311959 total_loss: 5.214 loss_ce: 0.2584 loss_bbox: 0.1607 loss_giou: 0.3126 loss_ce_0: 0.4702 loss_bbox_0: 0.296 loss_giou_0: 0.4818 loss_ce_1: 0.3631 loss_bbox_1: 0.2031 loss_giou_1: 0.3604 loss_ce_2: 0.3217 loss_bbox_2: 0.1833 loss_giou_2: 0.3322 loss_ce_3: 0.2795 loss_bbox_3: 0.1703 loss_giou_3: 0.3217 loss_ce_4: 0.2546 loss_bbox_4: 0.1625 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:05] d2.utils.events INFO: eta: 10:46:55 iter: 311979 total_loss: 4.936 loss_ce: 0.2402 loss_bbox: 0.168 loss_giou: 0.3117 loss_ce_0: 0.4671 loss_bbox_0: 0.2871 loss_giou_0: 0.4624 loss_ce_1: 0.3508 loss_bbox_1: 0.2016 loss_giou_1: 0.3623 loss_ce_2: 0.2894 loss_bbox_2: 0.1861 loss_giou_2: 0.3367 loss_ce_3: 0.2627 loss_bbox_3: 0.1751 loss_giou_3: 0.3179 loss_ce_4: 0.2409 loss_bbox_4: 0.1676 loss_giou_4: 0.3123 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:11] d2.utils.events INFO: eta: 10:46:50 iter: 311999 total_loss: 5.602 loss_ce: 0.2775 loss_bbox: 0.1738 loss_giou: 0.3526 loss_ce_0: 0.5037 loss_bbox_0: 0.2983 loss_giou_0: 0.5376 loss_ce_1: 0.4024 loss_bbox_1: 0.2019 loss_giou_1: 0.3907 loss_ce_2: 0.3269 loss_bbox_2: 0.1853 loss_giou_2: 0.3706 loss_ce_3: 0.3006 loss_bbox_3: 0.1795 loss_giou_3: 0.3602 loss_ce_4: 0.2866 loss_bbox_4: 0.1755 loss_giou_4: 0.3582 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:17] d2.utils.events INFO: eta: 10:46:44 iter: 312019 total_loss: 5.334 loss_ce: 0.2539 loss_bbox: 0.1617 loss_giou: 0.3282 loss_ce_0: 0.4873 loss_bbox_0: 0.2897 loss_giou_0: 0.5049 loss_ce_1: 0.3701 loss_bbox_1: 0.2082 loss_giou_1: 0.3869 loss_ce_2: 0.3164 loss_bbox_2: 0.1808 loss_giou_2: 0.3494 loss_ce_3: 0.2747 loss_bbox_3: 0.1749 loss_giou_3: 0.3378 loss_ce_4: 0.2622 loss_bbox_4: 0.1658 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:23] d2.utils.events INFO: eta: 10:46:31 iter: 312039 total_loss: 5.284 loss_ce: 0.2448 loss_bbox: 0.1784 loss_giou: 0.3114 loss_ce_0: 0.472 loss_bbox_0: 0.3082 loss_giou_0: 0.4706 loss_ce_1: 0.3603 loss_bbox_1: 0.2193 loss_giou_1: 0.359 loss_ce_2: 0.2979 loss_bbox_2: 0.1939 loss_giou_2: 0.3326 loss_ce_3: 0.2667 loss_bbox_3: 0.1862 loss_giou_3: 0.3256 loss_ce_4: 0.2504 loss_bbox_4: 0.1837 loss_giou_4: 0.317 time: 0.2799 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:28] d2.utils.events INFO: eta: 10:46:29 iter: 312059 total_loss: 5.383 loss_ce: 0.2611 loss_bbox: 0.1705 loss_giou: 0.3084 loss_ce_0: 0.4675 loss_bbox_0: 0.2929 loss_giou_0: 0.493 loss_ce_1: 0.3745 loss_bbox_1: 0.2013 loss_giou_1: 0.3689 loss_ce_2: 0.3097 loss_bbox_2: 0.1853 loss_giou_2: 0.3315 loss_ce_3: 0.2743 loss_bbox_3: 0.1776 loss_giou_3: 0.3265 loss_ce_4: 0.2628 loss_bbox_4: 0.1762 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:34] d2.utils.events INFO: eta: 10:46:03 iter: 312079 total_loss: 5.342 loss_ce: 0.2515 loss_bbox: 0.1651 loss_giou: 0.317 loss_ce_0: 0.4775 loss_bbox_0: 0.2925 loss_giou_0: 0.5047 loss_ce_1: 0.3701 loss_bbox_1: 0.2061 loss_giou_1: 0.3696 loss_ce_2: 0.3083 loss_bbox_2: 0.1822 loss_giou_2: 0.3368 loss_ce_3: 0.272 loss_bbox_3: 0.179 loss_giou_3: 0.326 loss_ce_4: 0.2538 loss_bbox_4: 0.1703 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:40] d2.utils.events INFO: eta: 10:45:27 iter: 312099 total_loss: 5.378 loss_ce: 0.245 loss_bbox: 0.1742 loss_giou: 0.3314 loss_ce_0: 0.4692 loss_bbox_0: 0.2839 loss_giou_0: 0.5207 loss_ce_1: 0.3605 loss_bbox_1: 0.2045 loss_giou_1: 0.3727 loss_ce_2: 0.2987 loss_bbox_2: 0.1854 loss_giou_2: 0.3492 loss_ce_3: 0.2592 loss_bbox_3: 0.1765 loss_giou_3: 0.3404 loss_ce_4: 0.2502 loss_bbox_4: 0.175 loss_giou_4: 0.3369 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:45] d2.utils.events INFO: eta: 10:45:36 iter: 312119 total_loss: 5.306 loss_ce: 0.2483 loss_bbox: 0.1776 loss_giou: 0.3189 loss_ce_0: 0.4762 loss_bbox_0: 0.2966 loss_giou_0: 0.4969 loss_ce_1: 0.3659 loss_bbox_1: 0.2054 loss_giou_1: 0.3626 loss_ce_2: 0.2935 loss_bbox_2: 0.1908 loss_giou_2: 0.3364 loss_ce_3: 0.2599 loss_bbox_3: 0.1842 loss_giou_3: 0.3208 loss_ce_4: 0.2525 loss_bbox_4: 0.1815 loss_giou_4: 0.3211 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:51] d2.utils.events INFO: eta: 10:45:30 iter: 312139 total_loss: 5.485 loss_ce: 0.2581 loss_bbox: 0.1698 loss_giou: 0.3512 loss_ce_0: 0.4855 loss_bbox_0: 0.2962 loss_giou_0: 0.5153 loss_ce_1: 0.3779 loss_bbox_1: 0.2003 loss_giou_1: 0.3957 loss_ce_2: 0.3081 loss_bbox_2: 0.1851 loss_giou_2: 0.3648 loss_ce_3: 0.2699 loss_bbox_3: 0.1741 loss_giou_3: 0.3503 loss_ce_4: 0.2551 loss_bbox_4: 0.1705 loss_giou_4: 0.3499 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 14:40:57] d2.utils.events INFO: eta: 10:45:28 iter: 312159 total_loss: 5.524 loss_ce: 0.2609 loss_bbox: 0.1772 loss_giou: 0.3304 loss_ce_0: 0.4912 loss_bbox_0: 0.2912 loss_giou_0: 0.5118 loss_ce_1: 0.3816 loss_bbox_1: 0.2056 loss_giou_1: 0.3754 loss_ce_2: 0.3089 loss_bbox_2: 0.1909 loss_giou_2: 0.3491 loss_ce_3: 0.276 loss_bbox_3: 0.1876 loss_giou_3: 0.3387 loss_ce_4: 0.2628 loss_bbox_4: 0.1817 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:02] d2.utils.events INFO: eta: 10:45:25 iter: 312179 total_loss: 5.19 loss_ce: 0.2432 loss_bbox: 0.1571 loss_giou: 0.3225 loss_ce_0: 0.4764 loss_bbox_0: 0.2856 loss_giou_0: 0.4807 loss_ce_1: 0.3666 loss_bbox_1: 0.1898 loss_giou_1: 0.3546 loss_ce_2: 0.2915 loss_bbox_2: 0.1716 loss_giou_2: 0.3393 loss_ce_3: 0.259 loss_bbox_3: 0.1672 loss_giou_3: 0.327 loss_ce_4: 0.2462 loss_bbox_4: 0.1589 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:08] d2.utils.events INFO: eta: 10:45:05 iter: 312199 total_loss: 4.989 loss_ce: 0.24 loss_bbox: 0.161 loss_giou: 0.3041 loss_ce_0: 0.4687 loss_bbox_0: 0.2787 loss_giou_0: 0.4904 loss_ce_1: 0.3514 loss_bbox_1: 0.1913 loss_giou_1: 0.3509 loss_ce_2: 0.2931 loss_bbox_2: 0.1701 loss_giou_2: 0.3111 loss_ce_3: 0.2618 loss_bbox_3: 0.1664 loss_giou_3: 0.3061 loss_ce_4: 0.2491 loss_bbox_4: 0.1624 loss_giou_4: 0.3047 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:14] d2.utils.events INFO: eta: 10:44:44 iter: 312219 total_loss: 5.119 loss_ce: 0.2381 loss_bbox: 0.1574 loss_giou: 0.323 loss_ce_0: 0.4783 loss_bbox_0: 0.2853 loss_giou_0: 0.4974 loss_ce_1: 0.3654 loss_bbox_1: 0.1908 loss_giou_1: 0.3626 loss_ce_2: 0.2798 loss_bbox_2: 0.1732 loss_giou_2: 0.3315 loss_ce_3: 0.2567 loss_bbox_3: 0.1637 loss_giou_3: 0.3254 loss_ce_4: 0.2394 loss_bbox_4: 0.1578 loss_giou_4: 0.322 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:19] d2.utils.events INFO: eta: 10:44:41 iter: 312239 total_loss: 5.484 loss_ce: 0.26 loss_bbox: 0.1775 loss_giou: 0.3354 loss_ce_0: 0.4665 loss_bbox_0: 0.3073 loss_giou_0: 0.5069 loss_ce_1: 0.3813 loss_bbox_1: 0.207 loss_giou_1: 0.3787 loss_ce_2: 0.3039 loss_bbox_2: 0.1911 loss_giou_2: 0.3492 loss_ce_3: 0.2808 loss_bbox_3: 0.1846 loss_giou_3: 0.3415 loss_ce_4: 0.2685 loss_bbox_4: 0.1789 loss_giou_4: 0.3409 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:25] d2.utils.events INFO: eta: 10:44:33 iter: 312259 total_loss: 5.319 loss_ce: 0.2702 loss_bbox: 0.1791 loss_giou: 0.3135 loss_ce_0: 0.5039 loss_bbox_0: 0.3137 loss_giou_0: 0.481 loss_ce_1: 0.3933 loss_bbox_1: 0.2044 loss_giou_1: 0.3551 loss_ce_2: 0.3332 loss_bbox_2: 0.1887 loss_giou_2: 0.3268 loss_ce_3: 0.2945 loss_bbox_3: 0.1788 loss_giou_3: 0.3152 loss_ce_4: 0.2724 loss_bbox_4: 0.1787 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:31] d2.utils.events INFO: eta: 10:44:30 iter: 312279 total_loss: 5.455 loss_ce: 0.2395 loss_bbox: 0.1824 loss_giou: 0.34 loss_ce_0: 0.496 loss_bbox_0: 0.2849 loss_giou_0: 0.5154 loss_ce_1: 0.3535 loss_bbox_1: 0.2068 loss_giou_1: 0.3887 loss_ce_2: 0.305 loss_bbox_2: 0.1913 loss_giou_2: 0.356 loss_ce_3: 0.2627 loss_bbox_3: 0.1893 loss_giou_3: 0.3481 loss_ce_4: 0.2455 loss_bbox_4: 0.1823 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:37] d2.utils.events INFO: eta: 10:44:31 iter: 312299 total_loss: 5.239 loss_ce: 0.2544 loss_bbox: 0.1754 loss_giou: 0.3254 loss_ce_0: 0.465 loss_bbox_0: 0.2888 loss_giou_0: 0.4912 loss_ce_1: 0.3486 loss_bbox_1: 0.2 loss_giou_1: 0.3575 loss_ce_2: 0.3 loss_bbox_2: 0.1873 loss_giou_2: 0.3359 loss_ce_3: 0.2748 loss_bbox_3: 0.1871 loss_giou_3: 0.3315 loss_ce_4: 0.2726 loss_bbox_4: 0.1831 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:42] d2.utils.events INFO: eta: 10:44:46 iter: 312319 total_loss: 5.362 loss_ce: 0.2605 loss_bbox: 0.1706 loss_giou: 0.329 loss_ce_0: 0.4946 loss_bbox_0: 0.2918 loss_giou_0: 0.5059 loss_ce_1: 0.3789 loss_bbox_1: 0.2064 loss_giou_1: 0.3734 loss_ce_2: 0.3151 loss_bbox_2: 0.1824 loss_giou_2: 0.349 loss_ce_3: 0.2782 loss_bbox_3: 0.1748 loss_giou_3: 0.3375 loss_ce_4: 0.2663 loss_bbox_4: 0.1725 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:48] d2.utils.events INFO: eta: 10:44:29 iter: 312339 total_loss: 5.311 loss_ce: 0.2459 loss_bbox: 0.1839 loss_giou: 0.3138 loss_ce_0: 0.4657 loss_bbox_0: 0.2972 loss_giou_0: 0.4889 loss_ce_1: 0.3609 loss_bbox_1: 0.2068 loss_giou_1: 0.3642 loss_ce_2: 0.2953 loss_bbox_2: 0.1958 loss_giou_2: 0.3303 loss_ce_3: 0.2579 loss_bbox_3: 0.1929 loss_giou_3: 0.3269 loss_ce_4: 0.2493 loss_bbox_4: 0.1882 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:54] d2.utils.events INFO: eta: 10:44:32 iter: 312359 total_loss: 5.311 loss_ce: 0.2545 loss_bbox: 0.1761 loss_giou: 0.3291 loss_ce_0: 0.4723 loss_bbox_0: 0.2905 loss_giou_0: 0.5115 loss_ce_1: 0.3572 loss_bbox_1: 0.2055 loss_giou_1: 0.3804 loss_ce_2: 0.2987 loss_bbox_2: 0.1878 loss_giou_2: 0.3437 loss_ce_3: 0.2582 loss_bbox_3: 0.1816 loss_giou_3: 0.3383 loss_ce_4: 0.252 loss_bbox_4: 0.1777 loss_giou_4: 0.332 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 14:41:59] d2.utils.events INFO: eta: 10:44:18 iter: 312379 total_loss: 5.378 loss_ce: 0.255 loss_bbox: 0.1702 loss_giou: 0.3094 loss_ce_0: 0.4743 loss_bbox_0: 0.3073 loss_giou_0: 0.4979 loss_ce_1: 0.3741 loss_bbox_1: 0.2087 loss_giou_1: 0.3643 loss_ce_2: 0.3088 loss_bbox_2: 0.1903 loss_giou_2: 0.3297 loss_ce_3: 0.273 loss_bbox_3: 0.1802 loss_giou_3: 0.3217 loss_ce_4: 0.2566 loss_bbox_4: 0.175 loss_giou_4: 0.3125 time: 0.2799 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:05] d2.utils.events INFO: eta: 10:44:24 iter: 312399 total_loss: 5.515 loss_ce: 0.2499 loss_bbox: 0.1884 loss_giou: 0.3326 loss_ce_0: 0.4814 loss_bbox_0: 0.3039 loss_giou_0: 0.5331 loss_ce_1: 0.359 loss_bbox_1: 0.227 loss_giou_1: 0.3824 loss_ce_2: 0.3091 loss_bbox_2: 0.2047 loss_giou_2: 0.3577 loss_ce_3: 0.2709 loss_bbox_3: 0.1942 loss_giou_3: 0.346 loss_ce_4: 0.2599 loss_bbox_4: 0.1892 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:11] d2.utils.events INFO: eta: 10:44:15 iter: 312419 total_loss: 5.203 loss_ce: 0.2534 loss_bbox: 0.1586 loss_giou: 0.3125 loss_ce_0: 0.4827 loss_bbox_0: 0.2865 loss_giou_0: 0.5005 loss_ce_1: 0.3565 loss_bbox_1: 0.1958 loss_giou_1: 0.3753 loss_ce_2: 0.307 loss_bbox_2: 0.1694 loss_giou_2: 0.334 loss_ce_3: 0.2737 loss_bbox_3: 0.1679 loss_giou_3: 0.3248 loss_ce_4: 0.2617 loss_bbox_4: 0.165 loss_giou_4: 0.3178 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:16] d2.utils.events INFO: eta: 10:44:12 iter: 312439 total_loss: 5.206 loss_ce: 0.2475 loss_bbox: 0.1774 loss_giou: 0.3215 loss_ce_0: 0.4464 loss_bbox_0: 0.285 loss_giou_0: 0.49 loss_ce_1: 0.3613 loss_bbox_1: 0.2106 loss_giou_1: 0.3734 loss_ce_2: 0.2992 loss_bbox_2: 0.1886 loss_giou_2: 0.3387 loss_ce_3: 0.2649 loss_bbox_3: 0.1831 loss_giou_3: 0.3321 loss_ce_4: 0.2583 loss_bbox_4: 0.181 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:22] d2.utils.events INFO: eta: 10:44:00 iter: 312459 total_loss: 5.567 loss_ce: 0.2536 loss_bbox: 0.1786 loss_giou: 0.3379 loss_ce_0: 0.4641 loss_bbox_0: 0.3028 loss_giou_0: 0.5114 loss_ce_1: 0.3732 loss_bbox_1: 0.2174 loss_giou_1: 0.3834 loss_ce_2: 0.2971 loss_bbox_2: 0.1972 loss_giou_2: 0.3618 loss_ce_3: 0.2729 loss_bbox_3: 0.1841 loss_giou_3: 0.3515 loss_ce_4: 0.26 loss_bbox_4: 0.1829 loss_giou_4: 0.3448 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:28] d2.utils.events INFO: eta: 10:44:01 iter: 312479 total_loss: 5.236 loss_ce: 0.2548 loss_bbox: 0.1756 loss_giou: 0.2921 loss_ce_0: 0.477 loss_bbox_0: 0.2964 loss_giou_0: 0.4778 loss_ce_1: 0.3596 loss_bbox_1: 0.2016 loss_giou_1: 0.3395 loss_ce_2: 0.2869 loss_bbox_2: 0.1879 loss_giou_2: 0.3096 loss_ce_3: 0.2652 loss_bbox_3: 0.1779 loss_giou_3: 0.3061 loss_ce_4: 0.2523 loss_bbox_4: 0.1747 loss_giou_4: 0.3014 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:33] d2.utils.events INFO: eta: 10:43:40 iter: 312499 total_loss: 5.321 loss_ce: 0.2727 loss_bbox: 0.1646 loss_giou: 0.3184 loss_ce_0: 0.4821 loss_bbox_0: 0.2872 loss_giou_0: 0.4735 loss_ce_1: 0.3735 loss_bbox_1: 0.1908 loss_giou_1: 0.3568 loss_ce_2: 0.3114 loss_bbox_2: 0.1794 loss_giou_2: 0.3371 loss_ce_3: 0.2896 loss_bbox_3: 0.1731 loss_giou_3: 0.3373 loss_ce_4: 0.2722 loss_bbox_4: 0.167 loss_giou_4: 0.3291 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:39] d2.utils.events INFO: eta: 10:43:30 iter: 312519 total_loss: 5.35 loss_ce: 0.2682 loss_bbox: 0.1797 loss_giou: 0.3247 loss_ce_0: 0.4858 loss_bbox_0: 0.2996 loss_giou_0: 0.4856 loss_ce_1: 0.3852 loss_bbox_1: 0.2072 loss_giou_1: 0.3644 loss_ce_2: 0.3232 loss_bbox_2: 0.1871 loss_giou_2: 0.3359 loss_ce_3: 0.2819 loss_bbox_3: 0.183 loss_giou_3: 0.3306 loss_ce_4: 0.266 loss_bbox_4: 0.1827 loss_giou_4: 0.3265 time: 0.2799 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:45] d2.utils.events INFO: eta: 10:43:20 iter: 312539 total_loss: 5.345 loss_ce: 0.2536 loss_bbox: 0.1773 loss_giou: 0.3272 loss_ce_0: 0.4897 loss_bbox_0: 0.3043 loss_giou_0: 0.4987 loss_ce_1: 0.3782 loss_bbox_1: 0.2134 loss_giou_1: 0.3739 loss_ce_2: 0.3096 loss_bbox_2: 0.1889 loss_giou_2: 0.3437 loss_ce_3: 0.2688 loss_bbox_3: 0.1828 loss_giou_3: 0.3336 loss_ce_4: 0.2527 loss_bbox_4: 0.1783 loss_giou_4: 0.3284 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:50] d2.utils.events INFO: eta: 10:43:19 iter: 312559 total_loss: 5.116 loss_ce: 0.2421 loss_bbox: 0.168 loss_giou: 0.2998 loss_ce_0: 0.4696 loss_bbox_0: 0.2883 loss_giou_0: 0.4705 loss_ce_1: 0.3679 loss_bbox_1: 0.1981 loss_giou_1: 0.3494 loss_ce_2: 0.3015 loss_bbox_2: 0.1793 loss_giou_2: 0.3223 loss_ce_3: 0.2518 loss_bbox_3: 0.167 loss_giou_3: 0.3092 loss_ce_4: 0.2469 loss_bbox_4: 0.167 loss_giou_4: 0.3041 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 14:42:56] d2.utils.events INFO: eta: 10:44:03 iter: 312579 total_loss: 5.337 loss_ce: 0.2684 loss_bbox: 0.1695 loss_giou: 0.3135 loss_ce_0: 0.4858 loss_bbox_0: 0.3013 loss_giou_0: 0.4921 loss_ce_1: 0.3791 loss_bbox_1: 0.2031 loss_giou_1: 0.3625 loss_ce_2: 0.2934 loss_bbox_2: 0.1831 loss_giou_2: 0.3382 loss_ce_3: 0.2674 loss_bbox_3: 0.1778 loss_giou_3: 0.3332 loss_ce_4: 0.2684 loss_bbox_4: 0.1737 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:02] d2.utils.events INFO: eta: 10:44:09 iter: 312599 total_loss: 5.522 loss_ce: 0.2655 loss_bbox: 0.184 loss_giou: 0.3373 loss_ce_0: 0.4756 loss_bbox_0: 0.3103 loss_giou_0: 0.5085 loss_ce_1: 0.3637 loss_bbox_1: 0.2117 loss_giou_1: 0.3749 loss_ce_2: 0.3122 loss_bbox_2: 0.1968 loss_giou_2: 0.3558 loss_ce_3: 0.2771 loss_bbox_3: 0.1926 loss_giou_3: 0.3439 loss_ce_4: 0.2617 loss_bbox_4: 0.1899 loss_giou_4: 0.3416 time: 0.2799 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:07] d2.utils.events INFO: eta: 10:43:33 iter: 312619 total_loss: 5.525 loss_ce: 0.2626 loss_bbox: 0.1792 loss_giou: 0.3249 loss_ce_0: 0.4931 loss_bbox_0: 0.3149 loss_giou_0: 0.4975 loss_ce_1: 0.3785 loss_bbox_1: 0.2172 loss_giou_1: 0.3887 loss_ce_2: 0.3272 loss_bbox_2: 0.1988 loss_giou_2: 0.345 loss_ce_3: 0.2849 loss_bbox_3: 0.187 loss_giou_3: 0.3355 loss_ce_4: 0.2678 loss_bbox_4: 0.1832 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:13] d2.utils.events INFO: eta: 10:43:52 iter: 312639 total_loss: 5.552 loss_ce: 0.2884 loss_bbox: 0.1912 loss_giou: 0.3396 loss_ce_0: 0.4903 loss_bbox_0: 0.3089 loss_giou_0: 0.5017 loss_ce_1: 0.385 loss_bbox_1: 0.2226 loss_giou_1: 0.387 loss_ce_2: 0.3303 loss_bbox_2: 0.1993 loss_giou_2: 0.3528 loss_ce_3: 0.3015 loss_bbox_3: 0.1989 loss_giou_3: 0.3451 loss_ce_4: 0.2804 loss_bbox_4: 0.1926 loss_giou_4: 0.3396 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:19] d2.utils.events INFO: eta: 10:43:40 iter: 312659 total_loss: 5.257 loss_ce: 0.2439 loss_bbox: 0.1757 loss_giou: 0.3145 loss_ce_0: 0.4733 loss_bbox_0: 0.2959 loss_giou_0: 0.4791 loss_ce_1: 0.3588 loss_bbox_1: 0.2135 loss_giou_1: 0.3652 loss_ce_2: 0.2939 loss_bbox_2: 0.1888 loss_giou_2: 0.339 loss_ce_3: 0.2592 loss_bbox_3: 0.1812 loss_giou_3: 0.3196 loss_ce_4: 0.2486 loss_bbox_4: 0.1776 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:24] d2.utils.events INFO: eta: 10:43:49 iter: 312679 total_loss: 4.968 loss_ce: 0.237 loss_bbox: 0.168 loss_giou: 0.3157 loss_ce_0: 0.4456 loss_bbox_0: 0.2825 loss_giou_0: 0.4538 loss_ce_1: 0.3511 loss_bbox_1: 0.1942 loss_giou_1: 0.3397 loss_ce_2: 0.2857 loss_bbox_2: 0.1736 loss_giou_2: 0.3175 loss_ce_3: 0.2499 loss_bbox_3: 0.1727 loss_giou_3: 0.3132 loss_ce_4: 0.2379 loss_bbox_4: 0.171 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:30] d2.utils.events INFO: eta: 10:43:43 iter: 312699 total_loss: 4.984 loss_ce: 0.2222 loss_bbox: 0.1752 loss_giou: 0.3069 loss_ce_0: 0.458 loss_bbox_0: 0.2791 loss_giou_0: 0.4704 loss_ce_1: 0.3342 loss_bbox_1: 0.2046 loss_giou_1: 0.3564 loss_ce_2: 0.2784 loss_bbox_2: 0.1793 loss_giou_2: 0.3228 loss_ce_3: 0.239 loss_bbox_3: 0.179 loss_giou_3: 0.3131 loss_ce_4: 0.2195 loss_bbox_4: 0.1797 loss_giou_4: 0.3092 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:36] d2.utils.events INFO: eta: 10:43:24 iter: 312719 total_loss: 5.491 loss_ce: 0.2594 loss_bbox: 0.1731 loss_giou: 0.3338 loss_ce_0: 0.4808 loss_bbox_0: 0.2921 loss_giou_0: 0.506 loss_ce_1: 0.3774 loss_bbox_1: 0.2082 loss_giou_1: 0.3812 loss_ce_2: 0.304 loss_bbox_2: 0.1872 loss_giou_2: 0.3526 loss_ce_3: 0.2807 loss_bbox_3: 0.1739 loss_giou_3: 0.3435 loss_ce_4: 0.2689 loss_bbox_4: 0.1724 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:41] d2.utils.events INFO: eta: 10:43:17 iter: 312739 total_loss: 5.362 loss_ce: 0.2392 loss_bbox: 0.1669 loss_giou: 0.3092 loss_ce_0: 0.4682 loss_bbox_0: 0.2871 loss_giou_0: 0.5107 loss_ce_1: 0.3588 loss_bbox_1: 0.1926 loss_giou_1: 0.3713 loss_ce_2: 0.3009 loss_bbox_2: 0.177 loss_giou_2: 0.3302 loss_ce_3: 0.2563 loss_bbox_3: 0.1736 loss_giou_3: 0.3167 loss_ce_4: 0.2446 loss_bbox_4: 0.1693 loss_giou_4: 0.3097 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:47] d2.utils.events INFO: eta: 10:42:54 iter: 312759 total_loss: 5.201 loss_ce: 0.2406 loss_bbox: 0.171 loss_giou: 0.3261 loss_ce_0: 0.4448 loss_bbox_0: 0.2699 loss_giou_0: 0.5365 loss_ce_1: 0.3415 loss_bbox_1: 0.1919 loss_giou_1: 0.377 loss_ce_2: 0.2953 loss_bbox_2: 0.1678 loss_giou_2: 0.3521 loss_ce_3: 0.2627 loss_bbox_3: 0.1739 loss_giou_3: 0.3438 loss_ce_4: 0.2448 loss_bbox_4: 0.1761 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:53] d2.utils.events INFO: eta: 10:42:53 iter: 312779 total_loss: 5.557 loss_ce: 0.2739 loss_bbox: 0.1747 loss_giou: 0.3395 loss_ce_0: 0.4838 loss_bbox_0: 0.2945 loss_giou_0: 0.5058 loss_ce_1: 0.3699 loss_bbox_1: 0.2037 loss_giou_1: 0.3865 loss_ce_2: 0.3136 loss_bbox_2: 0.1881 loss_giou_2: 0.3572 loss_ce_3: 0.2762 loss_bbox_3: 0.1813 loss_giou_3: 0.3521 loss_ce_4: 0.2734 loss_bbox_4: 0.1773 loss_giou_4: 0.3423 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:43:58] d2.utils.events INFO: eta: 10:42:42 iter: 312799 total_loss: 5.235 loss_ce: 0.2551 loss_bbox: 0.1794 loss_giou: 0.3059 loss_ce_0: 0.4729 loss_bbox_0: 0.2961 loss_giou_0: 0.466 loss_ce_1: 0.3746 loss_bbox_1: 0.2099 loss_giou_1: 0.3475 loss_ce_2: 0.2997 loss_bbox_2: 0.1918 loss_giou_2: 0.3223 loss_ce_3: 0.2764 loss_bbox_3: 0.187 loss_giou_3: 0.3181 loss_ce_4: 0.2609 loss_bbox_4: 0.1822 loss_giou_4: 0.3084 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:04] d2.utils.events INFO: eta: 10:42:38 iter: 312819 total_loss: 5.089 loss_ce: 0.2342 loss_bbox: 0.1718 loss_giou: 0.3115 loss_ce_0: 0.4534 loss_bbox_0: 0.29 loss_giou_0: 0.4821 loss_ce_1: 0.3492 loss_bbox_1: 0.1979 loss_giou_1: 0.3466 loss_ce_2: 0.2842 loss_bbox_2: 0.1793 loss_giou_2: 0.3232 loss_ce_3: 0.2487 loss_bbox_3: 0.1747 loss_giou_3: 0.3214 loss_ce_4: 0.2352 loss_bbox_4: 0.1731 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:10] d2.utils.events INFO: eta: 10:42:33 iter: 312839 total_loss: 5.398 loss_ce: 0.2552 loss_bbox: 0.1689 loss_giou: 0.335 loss_ce_0: 0.4761 loss_bbox_0: 0.2808 loss_giou_0: 0.5154 loss_ce_1: 0.3714 loss_bbox_1: 0.1987 loss_giou_1: 0.3814 loss_ce_2: 0.3066 loss_bbox_2: 0.1803 loss_giou_2: 0.3537 loss_ce_3: 0.2712 loss_bbox_3: 0.1743 loss_giou_3: 0.3415 loss_ce_4: 0.2627 loss_bbox_4: 0.1706 loss_giou_4: 0.3385 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:16] d2.utils.events INFO: eta: 10:42:08 iter: 312859 total_loss: 5.547 loss_ce: 0.2583 loss_bbox: 0.1812 loss_giou: 0.3313 loss_ce_0: 0.4654 loss_bbox_0: 0.3048 loss_giou_0: 0.5016 loss_ce_1: 0.3626 loss_bbox_1: 0.2256 loss_giou_1: 0.3909 loss_ce_2: 0.3061 loss_bbox_2: 0.2065 loss_giou_2: 0.3545 loss_ce_3: 0.2744 loss_bbox_3: 0.1919 loss_giou_3: 0.3491 loss_ce_4: 0.257 loss_bbox_4: 0.1851 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:21] d2.utils.events INFO: eta: 10:41:49 iter: 312879 total_loss: 5.272 loss_ce: 0.2659 loss_bbox: 0.1587 loss_giou: 0.3066 loss_ce_0: 0.4838 loss_bbox_0: 0.2979 loss_giou_0: 0.5105 loss_ce_1: 0.3727 loss_bbox_1: 0.1894 loss_giou_1: 0.3537 loss_ce_2: 0.3204 loss_bbox_2: 0.1668 loss_giou_2: 0.3245 loss_ce_3: 0.2816 loss_bbox_3: 0.167 loss_giou_3: 0.3132 loss_ce_4: 0.2653 loss_bbox_4: 0.1605 loss_giou_4: 0.309 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:27] d2.utils.events INFO: eta: 10:41:33 iter: 312899 total_loss: 5.291 loss_ce: 0.2526 loss_bbox: 0.1688 loss_giou: 0.3247 loss_ce_0: 0.4736 loss_bbox_0: 0.3037 loss_giou_0: 0.4961 loss_ce_1: 0.3776 loss_bbox_1: 0.2022 loss_giou_1: 0.3691 loss_ce_2: 0.3047 loss_bbox_2: 0.182 loss_giou_2: 0.3425 loss_ce_3: 0.2748 loss_bbox_3: 0.1758 loss_giou_3: 0.3295 loss_ce_4: 0.2641 loss_bbox_4: 0.1736 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:33] d2.utils.events INFO: eta: 10:41:02 iter: 312919 total_loss: 5.415 loss_ce: 0.2583 loss_bbox: 0.1769 loss_giou: 0.3245 loss_ce_0: 0.5003 loss_bbox_0: 0.3099 loss_giou_0: 0.4943 loss_ce_1: 0.3889 loss_bbox_1: 0.2135 loss_giou_1: 0.3824 loss_ce_2: 0.3166 loss_bbox_2: 0.1901 loss_giou_2: 0.3475 loss_ce_3: 0.2691 loss_bbox_3: 0.1829 loss_giou_3: 0.3333 loss_ce_4: 0.2583 loss_bbox_4: 0.1787 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:38] d2.utils.events INFO: eta: 10:41:07 iter: 312939 total_loss: 5.464 loss_ce: 0.2551 loss_bbox: 0.1737 loss_giou: 0.3259 loss_ce_0: 0.4724 loss_bbox_0: 0.2942 loss_giou_0: 0.5091 loss_ce_1: 0.3784 loss_bbox_1: 0.215 loss_giou_1: 0.3741 loss_ce_2: 0.3089 loss_bbox_2: 0.1892 loss_giou_2: 0.3426 loss_ce_3: 0.2763 loss_bbox_3: 0.1799 loss_giou_3: 0.3332 loss_ce_4: 0.2645 loss_bbox_4: 0.1731 loss_giou_4: 0.3259 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:44] d2.utils.events INFO: eta: 10:41:16 iter: 312959 total_loss: 5.567 loss_ce: 0.2695 loss_bbox: 0.1801 loss_giou: 0.3258 loss_ce_0: 0.4769 loss_bbox_0: 0.2993 loss_giou_0: 0.5339 loss_ce_1: 0.3827 loss_bbox_1: 0.2159 loss_giou_1: 0.3794 loss_ce_2: 0.3209 loss_bbox_2: 0.1982 loss_giou_2: 0.3478 loss_ce_3: 0.2924 loss_bbox_3: 0.1921 loss_giou_3: 0.337 loss_ce_4: 0.2703 loss_bbox_4: 0.1863 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:50] d2.utils.events INFO: eta: 10:41:10 iter: 312979 total_loss: 5.198 loss_ce: 0.2439 loss_bbox: 0.1757 loss_giou: 0.3042 loss_ce_0: 0.4734 loss_bbox_0: 0.3092 loss_giou_0: 0.4767 loss_ce_1: 0.3619 loss_bbox_1: 0.2096 loss_giou_1: 0.3598 loss_ce_2: 0.2896 loss_bbox_2: 0.194 loss_giou_2: 0.3265 loss_ce_3: 0.2581 loss_bbox_3: 0.1828 loss_giou_3: 0.3135 loss_ce_4: 0.2495 loss_bbox_4: 0.1771 loss_giou_4: 0.3077 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:44:55] d2.utils.events INFO: eta: 10:41:05 iter: 312999 total_loss: 5.329 loss_ce: 0.2586 loss_bbox: 0.1603 loss_giou: 0.3187 loss_ce_0: 0.477 loss_bbox_0: 0.2762 loss_giou_0: 0.514 loss_ce_1: 0.3619 loss_bbox_1: 0.187 loss_giou_1: 0.368 loss_ce_2: 0.3043 loss_bbox_2: 0.1719 loss_giou_2: 0.3381 loss_ce_3: 0.2764 loss_bbox_3: 0.1638 loss_giou_3: 0.3263 loss_ce_4: 0.26 loss_bbox_4: 0.1621 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:01] d2.utils.events INFO: eta: 10:40:36 iter: 313019 total_loss: 5.707 loss_ce: 0.2673 loss_bbox: 0.1863 loss_giou: 0.334 loss_ce_0: 0.4815 loss_bbox_0: 0.2989 loss_giou_0: 0.5105 loss_ce_1: 0.3827 loss_bbox_1: 0.215 loss_giou_1: 0.3838 loss_ce_2: 0.3295 loss_bbox_2: 0.1976 loss_giou_2: 0.3531 loss_ce_3: 0.2937 loss_bbox_3: 0.1959 loss_giou_3: 0.3423 loss_ce_4: 0.2693 loss_bbox_4: 0.1879 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:07] d2.utils.events INFO: eta: 10:40:47 iter: 313039 total_loss: 5.315 loss_ce: 0.255 loss_bbox: 0.1694 loss_giou: 0.3172 loss_ce_0: 0.4832 loss_bbox_0: 0.2961 loss_giou_0: 0.4756 loss_ce_1: 0.3754 loss_bbox_1: 0.2017 loss_giou_1: 0.3518 loss_ce_2: 0.3052 loss_bbox_2: 0.1828 loss_giou_2: 0.3308 loss_ce_3: 0.2761 loss_bbox_3: 0.175 loss_giou_3: 0.3234 loss_ce_4: 0.2572 loss_bbox_4: 0.1733 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0341 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:12] d2.utils.events INFO: eta: 10:40:33 iter: 313059 total_loss: 5.205 loss_ce: 0.2733 loss_bbox: 0.1681 loss_giou: 0.3036 loss_ce_0: 0.4906 loss_bbox_0: 0.2934 loss_giou_0: 0.485 loss_ce_1: 0.3673 loss_bbox_1: 0.2068 loss_giou_1: 0.3532 loss_ce_2: 0.321 loss_bbox_2: 0.1814 loss_giou_2: 0.3196 loss_ce_3: 0.2921 loss_bbox_3: 0.178 loss_giou_3: 0.3123 loss_ce_4: 0.2785 loss_bbox_4: 0.1713 loss_giou_4: 0.3064 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:18] d2.utils.events INFO: eta: 10:40:36 iter: 313079 total_loss: 5.221 loss_ce: 0.2516 loss_bbox: 0.167 loss_giou: 0.3119 loss_ce_0: 0.467 loss_bbox_0: 0.2894 loss_giou_0: 0.4984 loss_ce_1: 0.3506 loss_bbox_1: 0.196 loss_giou_1: 0.3689 loss_ce_2: 0.2928 loss_bbox_2: 0.1777 loss_giou_2: 0.3337 loss_ce_3: 0.2652 loss_bbox_3: 0.1683 loss_giou_3: 0.319 loss_ce_4: 0.2499 loss_bbox_4: 0.1654 loss_giou_4: 0.3125 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:24] d2.utils.events INFO: eta: 10:40:34 iter: 313099 total_loss: 5.271 loss_ce: 0.2443 loss_bbox: 0.1708 loss_giou: 0.3028 loss_ce_0: 0.4662 loss_bbox_0: 0.2934 loss_giou_0: 0.4792 loss_ce_1: 0.3631 loss_bbox_1: 0.2065 loss_giou_1: 0.3515 loss_ce_2: 0.2999 loss_bbox_2: 0.1925 loss_giou_2: 0.333 loss_ce_3: 0.2601 loss_bbox_3: 0.1798 loss_giou_3: 0.3181 loss_ce_4: 0.2517 loss_bbox_4: 0.1752 loss_giou_4: 0.3096 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:29] d2.utils.events INFO: eta: 10:40:16 iter: 313119 total_loss: 5.612 loss_ce: 0.2639 loss_bbox: 0.1727 loss_giou: 0.3225 loss_ce_0: 0.4812 loss_bbox_0: 0.2928 loss_giou_0: 0.4947 loss_ce_1: 0.382 loss_bbox_1: 0.1986 loss_giou_1: 0.3706 loss_ce_2: 0.3103 loss_bbox_2: 0.1792 loss_giou_2: 0.3339 loss_ce_3: 0.2821 loss_bbox_3: 0.1788 loss_giou_3: 0.3294 loss_ce_4: 0.2624 loss_bbox_4: 0.1778 loss_giou_4: 0.3259 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:35] d2.utils.events INFO: eta: 10:40:01 iter: 313139 total_loss: 5.507 loss_ce: 0.2679 loss_bbox: 0.1807 loss_giou: 0.3153 loss_ce_0: 0.4796 loss_bbox_0: 0.2954 loss_giou_0: 0.4955 loss_ce_1: 0.3736 loss_bbox_1: 0.2177 loss_giou_1: 0.363 loss_ce_2: 0.3029 loss_bbox_2: 0.1955 loss_giou_2: 0.3293 loss_ce_3: 0.2753 loss_bbox_3: 0.1909 loss_giou_3: 0.3247 loss_ce_4: 0.2704 loss_bbox_4: 0.1827 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:41] d2.utils.events INFO: eta: 10:39:53 iter: 313159 total_loss: 5.327 loss_ce: 0.2485 loss_bbox: 0.1662 loss_giou: 0.3206 loss_ce_0: 0.4571 loss_bbox_0: 0.2949 loss_giou_0: 0.4959 loss_ce_1: 0.3606 loss_bbox_1: 0.2008 loss_giou_1: 0.3682 loss_ce_2: 0.3057 loss_bbox_2: 0.177 loss_giou_2: 0.3369 loss_ce_3: 0.2688 loss_bbox_3: 0.1673 loss_giou_3: 0.3271 loss_ce_4: 0.2522 loss_bbox_4: 0.161 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:46] d2.utils.events INFO: eta: 10:39:50 iter: 313179 total_loss: 5.248 loss_ce: 0.2442 loss_bbox: 0.1657 loss_giou: 0.3209 loss_ce_0: 0.474 loss_bbox_0: 0.2926 loss_giou_0: 0.5212 loss_ce_1: 0.3686 loss_bbox_1: 0.2007 loss_giou_1: 0.3538 loss_ce_2: 0.2959 loss_bbox_2: 0.1798 loss_giou_2: 0.3285 loss_ce_3: 0.2705 loss_bbox_3: 0.171 loss_giou_3: 0.3235 loss_ce_4: 0.2529 loss_bbox_4: 0.1711 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:52] d2.utils.events INFO: eta: 10:39:42 iter: 313199 total_loss: 5.155 loss_ce: 0.2247 loss_bbox: 0.158 loss_giou: 0.3076 loss_ce_0: 0.4701 loss_bbox_0: 0.2874 loss_giou_0: 0.4902 loss_ce_1: 0.3689 loss_bbox_1: 0.1929 loss_giou_1: 0.3498 loss_ce_2: 0.2877 loss_bbox_2: 0.1721 loss_giou_2: 0.3239 loss_ce_3: 0.2465 loss_bbox_3: 0.1681 loss_giou_3: 0.3182 loss_ce_4: 0.2372 loss_bbox_4: 0.1643 loss_giou_4: 0.312 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:45:58] d2.utils.events INFO: eta: 10:40:04 iter: 313219 total_loss: 5.658 loss_ce: 0.2647 loss_bbox: 0.1723 loss_giou: 0.3548 loss_ce_0: 0.4854 loss_bbox_0: 0.3001 loss_giou_0: 0.5447 loss_ce_1: 0.3886 loss_bbox_1: 0.2066 loss_giou_1: 0.4064 loss_ce_2: 0.2984 loss_bbox_2: 0.1876 loss_giou_2: 0.3713 loss_ce_3: 0.2633 loss_bbox_3: 0.1818 loss_giou_3: 0.3591 loss_ce_4: 0.2591 loss_bbox_4: 0.1758 loss_giou_4: 0.3569 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:03] d2.utils.events INFO: eta: 10:39:34 iter: 313239 total_loss: 5.287 loss_ce: 0.2427 loss_bbox: 0.1669 loss_giou: 0.3215 loss_ce_0: 0.4795 loss_bbox_0: 0.2943 loss_giou_0: 0.4756 loss_ce_1: 0.3639 loss_bbox_1: 0.2013 loss_giou_1: 0.3663 loss_ce_2: 0.3031 loss_bbox_2: 0.1817 loss_giou_2: 0.3418 loss_ce_3: 0.2619 loss_bbox_3: 0.1741 loss_giou_3: 0.3302 loss_ce_4: 0.2477 loss_bbox_4: 0.1685 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:09] d2.utils.events INFO: eta: 10:39:00 iter: 313259 total_loss: 5.059 loss_ce: 0.2293 loss_bbox: 0.1653 loss_giou: 0.3089 loss_ce_0: 0.478 loss_bbox_0: 0.2834 loss_giou_0: 0.4998 loss_ce_1: 0.3463 loss_bbox_1: 0.1896 loss_giou_1: 0.3588 loss_ce_2: 0.2857 loss_bbox_2: 0.1745 loss_giou_2: 0.3281 loss_ce_3: 0.2466 loss_bbox_3: 0.1701 loss_giou_3: 0.322 loss_ce_4: 0.2379 loss_bbox_4: 0.1661 loss_giou_4: 0.3112 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:15] d2.utils.events INFO: eta: 10:39:00 iter: 313279 total_loss: 4.915 loss_ce: 0.2469 loss_bbox: 0.1651 loss_giou: 0.2978 loss_ce_0: 0.4563 loss_bbox_0: 0.2853 loss_giou_0: 0.4561 loss_ce_1: 0.3509 loss_bbox_1: 0.1975 loss_giou_1: 0.3447 loss_ce_2: 0.2964 loss_bbox_2: 0.1795 loss_giou_2: 0.3207 loss_ce_3: 0.2564 loss_bbox_3: 0.17 loss_giou_3: 0.3078 loss_ce_4: 0.2521 loss_bbox_4: 0.1663 loss_giou_4: 0.3067 time: 0.2799 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:20] d2.utils.events INFO: eta: 10:38:47 iter: 313299 total_loss: 5.334 loss_ce: 0.2659 loss_bbox: 0.1634 loss_giou: 0.3303 loss_ce_0: 0.4795 loss_bbox_0: 0.2732 loss_giou_0: 0.5166 loss_ce_1: 0.3772 loss_bbox_1: 0.1966 loss_giou_1: 0.3738 loss_ce_2: 0.3245 loss_bbox_2: 0.179 loss_giou_2: 0.3521 loss_ce_3: 0.2884 loss_bbox_3: 0.1723 loss_giou_3: 0.3409 loss_ce_4: 0.2713 loss_bbox_4: 0.1671 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:26] d2.utils.events INFO: eta: 10:38:56 iter: 313319 total_loss: 5.718 loss_ce: 0.2811 loss_bbox: 0.1692 loss_giou: 0.3394 loss_ce_0: 0.5057 loss_bbox_0: 0.2923 loss_giou_0: 0.5162 loss_ce_1: 0.3894 loss_bbox_1: 0.2066 loss_giou_1: 0.3847 loss_ce_2: 0.3312 loss_bbox_2: 0.1895 loss_giou_2: 0.3574 loss_ce_3: 0.2963 loss_bbox_3: 0.1815 loss_giou_3: 0.3465 loss_ce_4: 0.2849 loss_bbox_4: 0.1757 loss_giou_4: 0.3414 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:32] d2.utils.events INFO: eta: 10:39:03 iter: 313339 total_loss: 5.469 loss_ce: 0.2529 loss_bbox: 0.1729 loss_giou: 0.3213 loss_ce_0: 0.5019 loss_bbox_0: 0.3029 loss_giou_0: 0.4895 loss_ce_1: 0.3764 loss_bbox_1: 0.2142 loss_giou_1: 0.3632 loss_ce_2: 0.3128 loss_bbox_2: 0.1854 loss_giou_2: 0.3424 loss_ce_3: 0.2667 loss_bbox_3: 0.1807 loss_giou_3: 0.3335 loss_ce_4: 0.2522 loss_bbox_4: 0.1765 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:37] d2.utils.events INFO: eta: 10:38:57 iter: 313359 total_loss: 5.401 loss_ce: 0.2588 loss_bbox: 0.1789 loss_giou: 0.3267 loss_ce_0: 0.4782 loss_bbox_0: 0.3086 loss_giou_0: 0.5094 loss_ce_1: 0.3862 loss_bbox_1: 0.2151 loss_giou_1: 0.3666 loss_ce_2: 0.3224 loss_bbox_2: 0.2005 loss_giou_2: 0.3341 loss_ce_3: 0.281 loss_bbox_3: 0.1919 loss_giou_3: 0.3244 loss_ce_4: 0.2596 loss_bbox_4: 0.1843 loss_giou_4: 0.3246 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:43] d2.utils.events INFO: eta: 10:39:03 iter: 313379 total_loss: 5.474 loss_ce: 0.2425 loss_bbox: 0.1859 loss_giou: 0.3228 loss_ce_0: 0.4686 loss_bbox_0: 0.298 loss_giou_0: 0.4829 loss_ce_1: 0.3527 loss_bbox_1: 0.207 loss_giou_1: 0.3574 loss_ce_2: 0.29 loss_bbox_2: 0.1951 loss_giou_2: 0.3508 loss_ce_3: 0.2571 loss_bbox_3: 0.1872 loss_giou_3: 0.3311 loss_ce_4: 0.2428 loss_bbox_4: 0.1864 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:49] d2.utils.events INFO: eta: 10:39:06 iter: 313399 total_loss: 5.479 loss_ce: 0.2479 loss_bbox: 0.1868 loss_giou: 0.333 loss_ce_0: 0.4777 loss_bbox_0: 0.3054 loss_giou_0: 0.4997 loss_ce_1: 0.3676 loss_bbox_1: 0.2206 loss_giou_1: 0.3797 loss_ce_2: 0.3018 loss_bbox_2: 0.1995 loss_giou_2: 0.344 loss_ce_3: 0.2652 loss_bbox_3: 0.1934 loss_giou_3: 0.3388 loss_ce_4: 0.2518 loss_bbox_4: 0.1858 loss_giou_4: 0.3364 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 14:46:54] d2.utils.events INFO: eta: 10:38:36 iter: 313419 total_loss: 5.33 loss_ce: 0.2662 loss_bbox: 0.1781 loss_giou: 0.3122 loss_ce_0: 0.479 loss_bbox_0: 0.2902 loss_giou_0: 0.4818 loss_ce_1: 0.3651 loss_bbox_1: 0.2099 loss_giou_1: 0.3465 loss_ce_2: 0.3186 loss_bbox_2: 0.1963 loss_giou_2: 0.321 loss_ce_3: 0.2843 loss_bbox_3: 0.1873 loss_giou_3: 0.3195 loss_ce_4: 0.2664 loss_bbox_4: 0.1811 loss_giou_4: 0.3145 time: 0.2799 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:00] d2.utils.events INFO: eta: 10:38:59 iter: 313439 total_loss: 5.47 loss_ce: 0.2715 loss_bbox: 0.1677 loss_giou: 0.3269 loss_ce_0: 0.4906 loss_bbox_0: 0.2981 loss_giou_0: 0.5197 loss_ce_1: 0.389 loss_bbox_1: 0.2037 loss_giou_1: 0.3754 loss_ce_2: 0.3343 loss_bbox_2: 0.1904 loss_giou_2: 0.3463 loss_ce_3: 0.293 loss_bbox_3: 0.1814 loss_giou_3: 0.3409 loss_ce_4: 0.278 loss_bbox_4: 0.1742 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:06] d2.utils.events INFO: eta: 10:38:49 iter: 313459 total_loss: 5.656 loss_ce: 0.2654 loss_bbox: 0.1698 loss_giou: 0.3413 loss_ce_0: 0.4854 loss_bbox_0: 0.2936 loss_giou_0: 0.5529 loss_ce_1: 0.3798 loss_bbox_1: 0.2032 loss_giou_1: 0.3997 loss_ce_2: 0.3197 loss_bbox_2: 0.1795 loss_giou_2: 0.3652 loss_ce_3: 0.2813 loss_bbox_3: 0.1743 loss_giou_3: 0.3596 loss_ce_4: 0.27 loss_bbox_4: 0.1712 loss_giou_4: 0.3441 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:12] d2.utils.events INFO: eta: 10:38:47 iter: 313479 total_loss: 5.454 loss_ce: 0.2455 loss_bbox: 0.1811 loss_giou: 0.324 loss_ce_0: 0.4905 loss_bbox_0: 0.3078 loss_giou_0: 0.5133 loss_ce_1: 0.3738 loss_bbox_1: 0.2142 loss_giou_1: 0.3745 loss_ce_2: 0.3004 loss_bbox_2: 0.1945 loss_giou_2: 0.3417 loss_ce_3: 0.265 loss_bbox_3: 0.1881 loss_giou_3: 0.3298 loss_ce_4: 0.2475 loss_bbox_4: 0.1846 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:17] d2.utils.events INFO: eta: 10:38:52 iter: 313499 total_loss: 5.434 loss_ce: 0.2589 loss_bbox: 0.1739 loss_giou: 0.3231 loss_ce_0: 0.4835 loss_bbox_0: 0.2925 loss_giou_0: 0.4901 loss_ce_1: 0.3641 loss_bbox_1: 0.2031 loss_giou_1: 0.3656 loss_ce_2: 0.3136 loss_bbox_2: 0.1924 loss_giou_2: 0.3391 loss_ce_3: 0.2753 loss_bbox_3: 0.1849 loss_giou_3: 0.3336 loss_ce_4: 0.2592 loss_bbox_4: 0.177 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:23] d2.utils.events INFO: eta: 10:38:55 iter: 313519 total_loss: 5.509 loss_ce: 0.2697 loss_bbox: 0.1785 loss_giou: 0.3254 loss_ce_0: 0.4875 loss_bbox_0: 0.2955 loss_giou_0: 0.5089 loss_ce_1: 0.3917 loss_bbox_1: 0.219 loss_giou_1: 0.3822 loss_ce_2: 0.3172 loss_bbox_2: 0.1957 loss_giou_2: 0.3479 loss_ce_3: 0.2854 loss_bbox_3: 0.1863 loss_giou_3: 0.3362 loss_ce_4: 0.2737 loss_bbox_4: 0.1804 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:29] d2.utils.events INFO: eta: 10:38:59 iter: 313539 total_loss: 5.382 loss_ce: 0.2422 loss_bbox: 0.1839 loss_giou: 0.3183 loss_ce_0: 0.4783 loss_bbox_0: 0.304 loss_giou_0: 0.4892 loss_ce_1: 0.3654 loss_bbox_1: 0.2145 loss_giou_1: 0.3619 loss_ce_2: 0.2923 loss_bbox_2: 0.1952 loss_giou_2: 0.3417 loss_ce_3: 0.2604 loss_bbox_3: 0.1917 loss_giou_3: 0.3284 loss_ce_4: 0.2471 loss_bbox_4: 0.187 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:34] d2.utils.events INFO: eta: 10:38:44 iter: 313559 total_loss: 5.322 loss_ce: 0.2481 loss_bbox: 0.1691 loss_giou: 0.32 loss_ce_0: 0.4449 loss_bbox_0: 0.2965 loss_giou_0: 0.4945 loss_ce_1: 0.3514 loss_bbox_1: 0.1986 loss_giou_1: 0.3648 loss_ce_2: 0.2977 loss_bbox_2: 0.1817 loss_giou_2: 0.3386 loss_ce_3: 0.2669 loss_bbox_3: 0.1767 loss_giou_3: 0.3305 loss_ce_4: 0.2496 loss_bbox_4: 0.1736 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:40] d2.utils.events INFO: eta: 10:38:19 iter: 313579 total_loss: 5.388 loss_ce: 0.257 loss_bbox: 0.1745 loss_giou: 0.3398 loss_ce_0: 0.4798 loss_bbox_0: 0.2928 loss_giou_0: 0.5165 loss_ce_1: 0.369 loss_bbox_1: 0.2079 loss_giou_1: 0.3792 loss_ce_2: 0.3104 loss_bbox_2: 0.1868 loss_giou_2: 0.352 loss_ce_3: 0.2708 loss_bbox_3: 0.1848 loss_giou_3: 0.3492 loss_ce_4: 0.2617 loss_bbox_4: 0.1759 loss_giou_4: 0.3414 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:46] d2.utils.events INFO: eta: 10:38:14 iter: 313599 total_loss: 5.416 loss_ce: 0.2608 loss_bbox: 0.1719 loss_giou: 0.3273 loss_ce_0: 0.488 loss_bbox_0: 0.2976 loss_giou_0: 0.5127 loss_ce_1: 0.3755 loss_bbox_1: 0.2009 loss_giou_1: 0.3781 loss_ce_2: 0.3023 loss_bbox_2: 0.1852 loss_giou_2: 0.348 loss_ce_3: 0.2702 loss_bbox_3: 0.1767 loss_giou_3: 0.3362 loss_ce_4: 0.2657 loss_bbox_4: 0.1736 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:51] d2.utils.events INFO: eta: 10:38:27 iter: 313619 total_loss: 5.208 loss_ce: 0.2579 loss_bbox: 0.1771 loss_giou: 0.314 loss_ce_0: 0.472 loss_bbox_0: 0.2926 loss_giou_0: 0.4903 loss_ce_1: 0.3702 loss_bbox_1: 0.1993 loss_giou_1: 0.3622 loss_ce_2: 0.3005 loss_bbox_2: 0.183 loss_giou_2: 0.3318 loss_ce_3: 0.2658 loss_bbox_3: 0.1826 loss_giou_3: 0.3218 loss_ce_4: 0.2594 loss_bbox_4: 0.1753 loss_giou_4: 0.3159 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 14:47:57] d2.utils.events INFO: eta: 10:38:05 iter: 313639 total_loss: 5.334 loss_ce: 0.2559 loss_bbox: 0.167 loss_giou: 0.3356 loss_ce_0: 0.4689 loss_bbox_0: 0.2812 loss_giou_0: 0.5018 loss_ce_1: 0.3481 loss_bbox_1: 0.1954 loss_giou_1: 0.3794 loss_ce_2: 0.2913 loss_bbox_2: 0.18 loss_giou_2: 0.3531 loss_ce_3: 0.2619 loss_bbox_3: 0.1707 loss_giou_3: 0.3471 loss_ce_4: 0.2576 loss_bbox_4: 0.1674 loss_giou_4: 0.3419 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:03] d2.utils.events INFO: eta: 10:38:00 iter: 313659 total_loss: 5.17 loss_ce: 0.2439 loss_bbox: 0.1549 loss_giou: 0.3217 loss_ce_0: 0.4646 loss_bbox_0: 0.2817 loss_giou_0: 0.5093 loss_ce_1: 0.3545 loss_bbox_1: 0.1868 loss_giou_1: 0.3735 loss_ce_2: 0.2972 loss_bbox_2: 0.1666 loss_giou_2: 0.3485 loss_ce_3: 0.256 loss_bbox_3: 0.1565 loss_giou_3: 0.331 loss_ce_4: 0.2472 loss_bbox_4: 0.1558 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:08] d2.utils.events INFO: eta: 10:37:54 iter: 313679 total_loss: 5.522 loss_ce: 0.2892 loss_bbox: 0.1705 loss_giou: 0.3296 loss_ce_0: 0.4969 loss_bbox_0: 0.3092 loss_giou_0: 0.5262 loss_ce_1: 0.3764 loss_bbox_1: 0.2075 loss_giou_1: 0.391 loss_ce_2: 0.322 loss_bbox_2: 0.1941 loss_giou_2: 0.3551 loss_ce_3: 0.2902 loss_bbox_3: 0.1834 loss_giou_3: 0.3469 loss_ce_4: 0.2897 loss_bbox_4: 0.1747 loss_giou_4: 0.3373 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:14] d2.utils.events INFO: eta: 10:37:50 iter: 313699 total_loss: 5.275 loss_ce: 0.2553 loss_bbox: 0.1653 loss_giou: 0.3157 loss_ce_0: 0.4878 loss_bbox_0: 0.2925 loss_giou_0: 0.4878 loss_ce_1: 0.3712 loss_bbox_1: 0.2 loss_giou_1: 0.3648 loss_ce_2: 0.3096 loss_bbox_2: 0.1761 loss_giou_2: 0.331 loss_ce_3: 0.2747 loss_bbox_3: 0.1683 loss_giou_3: 0.3153 loss_ce_4: 0.262 loss_bbox_4: 0.1644 loss_giou_4: 0.3197 time: 0.2799 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:20] d2.utils.events INFO: eta: 10:38:09 iter: 313719 total_loss: 5.378 loss_ce: 0.2587 loss_bbox: 0.1652 loss_giou: 0.3316 loss_ce_0: 0.4772 loss_bbox_0: 0.2988 loss_giou_0: 0.5159 loss_ce_1: 0.3792 loss_bbox_1: 0.2021 loss_giou_1: 0.379 loss_ce_2: 0.3167 loss_bbox_2: 0.181 loss_giou_2: 0.3433 loss_ce_3: 0.272 loss_bbox_3: 0.1739 loss_giou_3: 0.3347 loss_ce_4: 0.2547 loss_bbox_4: 0.1683 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:25] d2.utils.events INFO: eta: 10:38:11 iter: 313739 total_loss: 5.118 loss_ce: 0.2552 loss_bbox: 0.1751 loss_giou: 0.3081 loss_ce_0: 0.4756 loss_bbox_0: 0.2894 loss_giou_0: 0.4725 loss_ce_1: 0.3803 loss_bbox_1: 0.2063 loss_giou_1: 0.3434 loss_ce_2: 0.2995 loss_bbox_2: 0.1868 loss_giou_2: 0.3097 loss_ce_3: 0.274 loss_bbox_3: 0.1804 loss_giou_3: 0.3126 loss_ce_4: 0.257 loss_bbox_4: 0.1771 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:31] d2.utils.events INFO: eta: 10:38:10 iter: 313759 total_loss: 5.146 loss_ce: 0.2488 loss_bbox: 0.1648 loss_giou: 0.2997 loss_ce_0: 0.4721 loss_bbox_0: 0.2999 loss_giou_0: 0.4743 loss_ce_1: 0.3604 loss_bbox_1: 0.2072 loss_giou_1: 0.3597 loss_ce_2: 0.2896 loss_bbox_2: 0.1823 loss_giou_2: 0.3205 loss_ce_3: 0.2697 loss_bbox_3: 0.1757 loss_giou_3: 0.3067 loss_ce_4: 0.2513 loss_bbox_4: 0.1676 loss_giou_4: 0.3017 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:37] d2.utils.events INFO: eta: 10:38:10 iter: 313779 total_loss: 5.371 loss_ce: 0.2612 loss_bbox: 0.1787 loss_giou: 0.3272 loss_ce_0: 0.4758 loss_bbox_0: 0.3035 loss_giou_0: 0.4967 loss_ce_1: 0.3696 loss_bbox_1: 0.2124 loss_giou_1: 0.3816 loss_ce_2: 0.298 loss_bbox_2: 0.1959 loss_giou_2: 0.3506 loss_ce_3: 0.2633 loss_bbox_3: 0.1869 loss_giou_3: 0.3328 loss_ce_4: 0.2521 loss_bbox_4: 0.1828 loss_giou_4: 0.3294 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:42] d2.utils.events INFO: eta: 10:38:08 iter: 313799 total_loss: 5.654 loss_ce: 0.2699 loss_bbox: 0.188 loss_giou: 0.323 loss_ce_0: 0.5028 loss_bbox_0: 0.3112 loss_giou_0: 0.5222 loss_ce_1: 0.397 loss_bbox_1: 0.2228 loss_giou_1: 0.3727 loss_ce_2: 0.3195 loss_bbox_2: 0.2078 loss_giou_2: 0.3466 loss_ce_3: 0.2922 loss_bbox_3: 0.1955 loss_giou_3: 0.3332 loss_ce_4: 0.2744 loss_bbox_4: 0.1862 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:48] d2.utils.events INFO: eta: 10:38:02 iter: 313819 total_loss: 5.299 loss_ce: 0.2484 loss_bbox: 0.1757 loss_giou: 0.3234 loss_ce_0: 0.4817 loss_bbox_0: 0.2937 loss_giou_0: 0.4981 loss_ce_1: 0.3772 loss_bbox_1: 0.206 loss_giou_1: 0.3647 loss_ce_2: 0.3097 loss_bbox_2: 0.1904 loss_giou_2: 0.3418 loss_ce_3: 0.2795 loss_bbox_3: 0.1856 loss_giou_3: 0.3335 loss_ce_4: 0.2532 loss_bbox_4: 0.1781 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:54] d2.utils.events INFO: eta: 10:37:51 iter: 313839 total_loss: 5.188 loss_ce: 0.2483 loss_bbox: 0.1593 loss_giou: 0.3068 loss_ce_0: 0.4576 loss_bbox_0: 0.2784 loss_giou_0: 0.4732 loss_ce_1: 0.3524 loss_bbox_1: 0.1989 loss_giou_1: 0.3526 loss_ce_2: 0.2898 loss_bbox_2: 0.1783 loss_giou_2: 0.3239 loss_ce_3: 0.2616 loss_bbox_3: 0.1674 loss_giou_3: 0.3191 loss_ce_4: 0.2483 loss_bbox_4: 0.1603 loss_giou_4: 0.3113 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 14:48:59] d2.utils.events INFO: eta: 10:37:45 iter: 313859 total_loss: 5.327 loss_ce: 0.2608 loss_bbox: 0.1812 loss_giou: 0.3344 loss_ce_0: 0.4901 loss_bbox_0: 0.2959 loss_giou_0: 0.5074 loss_ce_1: 0.3808 loss_bbox_1: 0.2062 loss_giou_1: 0.3788 loss_ce_2: 0.3167 loss_bbox_2: 0.1902 loss_giou_2: 0.3455 loss_ce_3: 0.283 loss_bbox_3: 0.1847 loss_giou_3: 0.3422 loss_ce_4: 0.262 loss_bbox_4: 0.1831 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:05] d2.utils.events INFO: eta: 10:37:33 iter: 313879 total_loss: 5.292 loss_ce: 0.2588 loss_bbox: 0.1785 loss_giou: 0.3204 loss_ce_0: 0.4787 loss_bbox_0: 0.2864 loss_giou_0: 0.4931 loss_ce_1: 0.3622 loss_bbox_1: 0.2022 loss_giou_1: 0.3659 loss_ce_2: 0.3064 loss_bbox_2: 0.1905 loss_giou_2: 0.3437 loss_ce_3: 0.2744 loss_bbox_3: 0.1825 loss_giou_3: 0.3272 loss_ce_4: 0.2572 loss_bbox_4: 0.1779 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:11] d2.utils.events INFO: eta: 10:37:33 iter: 313899 total_loss: 5.523 loss_ce: 0.2695 loss_bbox: 0.1768 loss_giou: 0.3415 loss_ce_0: 0.475 loss_bbox_0: 0.2999 loss_giou_0: 0.5198 loss_ce_1: 0.3811 loss_bbox_1: 0.2132 loss_giou_1: 0.3979 loss_ce_2: 0.3179 loss_bbox_2: 0.1889 loss_giou_2: 0.3663 loss_ce_3: 0.276 loss_bbox_3: 0.187 loss_giou_3: 0.3593 loss_ce_4: 0.2711 loss_bbox_4: 0.179 loss_giou_4: 0.3471 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:16] d2.utils.events INFO: eta: 10:37:40 iter: 313919 total_loss: 5.333 loss_ce: 0.2723 loss_bbox: 0.1746 loss_giou: 0.3164 loss_ce_0: 0.4789 loss_bbox_0: 0.2964 loss_giou_0: 0.4819 loss_ce_1: 0.3766 loss_bbox_1: 0.2036 loss_giou_1: 0.359 loss_ce_2: 0.312 loss_bbox_2: 0.1933 loss_giou_2: 0.338 loss_ce_3: 0.2778 loss_bbox_3: 0.1846 loss_giou_3: 0.3248 loss_ce_4: 0.2715 loss_bbox_4: 0.1794 loss_giou_4: 0.3194 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:22] d2.utils.events INFO: eta: 10:37:38 iter: 313939 total_loss: 5.41 loss_ce: 0.2608 loss_bbox: 0.169 loss_giou: 0.327 loss_ce_0: 0.482 loss_bbox_0: 0.2892 loss_giou_0: 0.5101 loss_ce_1: 0.3713 loss_bbox_1: 0.199 loss_giou_1: 0.3702 loss_ce_2: 0.3146 loss_bbox_2: 0.1794 loss_giou_2: 0.3462 loss_ce_3: 0.2747 loss_bbox_3: 0.1737 loss_giou_3: 0.3374 loss_ce_4: 0.2643 loss_bbox_4: 0.1683 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:28] d2.utils.events INFO: eta: 10:37:19 iter: 313959 total_loss: 5.461 loss_ce: 0.2751 loss_bbox: 0.1743 loss_giou: 0.305 loss_ce_0: 0.4886 loss_bbox_0: 0.3081 loss_giou_0: 0.4913 loss_ce_1: 0.3955 loss_bbox_1: 0.2025 loss_giou_1: 0.3539 loss_ce_2: 0.3246 loss_bbox_2: 0.1866 loss_giou_2: 0.3212 loss_ce_3: 0.2957 loss_bbox_3: 0.1785 loss_giou_3: 0.3133 loss_ce_4: 0.2786 loss_bbox_4: 0.1765 loss_giou_4: 0.3065 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:33] d2.utils.events INFO: eta: 10:37:13 iter: 313979 total_loss: 5.567 loss_ce: 0.2616 loss_bbox: 0.1788 loss_giou: 0.323 loss_ce_0: 0.4774 loss_bbox_0: 0.3075 loss_giou_0: 0.4967 loss_ce_1: 0.3685 loss_bbox_1: 0.2123 loss_giou_1: 0.3722 loss_ce_2: 0.3045 loss_bbox_2: 0.1991 loss_giou_2: 0.3474 loss_ce_3: 0.2736 loss_bbox_3: 0.1874 loss_giou_3: 0.3367 loss_ce_4: 0.2605 loss_bbox_4: 0.178 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:39] d2.utils.events INFO: eta: 10:37:08 iter: 313999 total_loss: 5.246 loss_ce: 0.2548 loss_bbox: 0.1696 loss_giou: 0.3186 loss_ce_0: 0.4754 loss_bbox_0: 0.2866 loss_giou_0: 0.4919 loss_ce_1: 0.3563 loss_bbox_1: 0.2027 loss_giou_1: 0.3775 loss_ce_2: 0.2966 loss_bbox_2: 0.1844 loss_giou_2: 0.3399 loss_ce_3: 0.2602 loss_bbox_3: 0.1828 loss_giou_3: 0.3328 loss_ce_4: 0.25 loss_bbox_4: 0.1784 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:45] d2.utils.events INFO: eta: 10:37:17 iter: 314019 total_loss: 5.436 loss_ce: 0.2566 loss_bbox: 0.1691 loss_giou: 0.3263 loss_ce_0: 0.4754 loss_bbox_0: 0.2964 loss_giou_0: 0.4973 loss_ce_1: 0.3678 loss_bbox_1: 0.209 loss_giou_1: 0.3689 loss_ce_2: 0.307 loss_bbox_2: 0.1865 loss_giou_2: 0.3413 loss_ce_3: 0.2693 loss_bbox_3: 0.1764 loss_giou_3: 0.3333 loss_ce_4: 0.2631 loss_bbox_4: 0.1707 loss_giou_4: 0.3307 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:50] d2.utils.events INFO: eta: 10:37:14 iter: 314039 total_loss: 5.415 loss_ce: 0.2639 loss_bbox: 0.1758 loss_giou: 0.3282 loss_ce_0: 0.4717 loss_bbox_0: 0.2838 loss_giou_0: 0.4876 loss_ce_1: 0.3698 loss_bbox_1: 0.2117 loss_giou_1: 0.3676 loss_ce_2: 0.3178 loss_bbox_2: 0.1842 loss_giou_2: 0.3416 loss_ce_3: 0.2794 loss_bbox_3: 0.1803 loss_giou_3: 0.335 loss_ce_4: 0.2773 loss_bbox_4: 0.1775 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 14:49:56] d2.utils.events INFO: eta: 10:37:12 iter: 314059 total_loss: 5.624 loss_ce: 0.2743 loss_bbox: 0.1838 loss_giou: 0.3016 loss_ce_0: 0.4825 loss_bbox_0: 0.312 loss_giou_0: 0.479 loss_ce_1: 0.3767 loss_bbox_1: 0.2238 loss_giou_1: 0.3583 loss_ce_2: 0.3256 loss_bbox_2: 0.201 loss_giou_2: 0.3223 loss_ce_3: 0.2996 loss_bbox_3: 0.1887 loss_giou_3: 0.3136 loss_ce_4: 0.2792 loss_bbox_4: 0.1849 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:02] d2.utils.events INFO: eta: 10:37:12 iter: 314079 total_loss: 5.479 loss_ce: 0.2469 loss_bbox: 0.1733 loss_giou: 0.3315 loss_ce_0: 0.4778 loss_bbox_0: 0.293 loss_giou_0: 0.4968 loss_ce_1: 0.3676 loss_bbox_1: 0.2077 loss_giou_1: 0.3787 loss_ce_2: 0.295 loss_bbox_2: 0.1894 loss_giou_2: 0.3521 loss_ce_3: 0.2643 loss_bbox_3: 0.1831 loss_giou_3: 0.3445 loss_ce_4: 0.2509 loss_bbox_4: 0.1745 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:08] d2.utils.events INFO: eta: 10:37:15 iter: 314099 total_loss: 5.189 loss_ce: 0.2495 loss_bbox: 0.1578 loss_giou: 0.3161 loss_ce_0: 0.4905 loss_bbox_0: 0.2817 loss_giou_0: 0.4942 loss_ce_1: 0.3621 loss_bbox_1: 0.189 loss_giou_1: 0.3685 loss_ce_2: 0.3028 loss_bbox_2: 0.1729 loss_giou_2: 0.3319 loss_ce_3: 0.2701 loss_bbox_3: 0.1653 loss_giou_3: 0.317 loss_ce_4: 0.2523 loss_bbox_4: 0.158 loss_giou_4: 0.3169 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:13] d2.utils.events INFO: eta: 10:37:09 iter: 314119 total_loss: 5.227 loss_ce: 0.2482 loss_bbox: 0.1622 loss_giou: 0.3136 loss_ce_0: 0.493 loss_bbox_0: 0.2849 loss_giou_0: 0.4866 loss_ce_1: 0.3786 loss_bbox_1: 0.1972 loss_giou_1: 0.3579 loss_ce_2: 0.3216 loss_bbox_2: 0.1807 loss_giou_2: 0.3276 loss_ce_3: 0.2665 loss_bbox_3: 0.17 loss_giou_3: 0.3186 loss_ce_4: 0.2523 loss_bbox_4: 0.1662 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:19] d2.utils.events INFO: eta: 10:37:10 iter: 314139 total_loss: 5.2 loss_ce: 0.2565 loss_bbox: 0.1703 loss_giou: 0.3104 loss_ce_0: 0.476 loss_bbox_0: 0.2873 loss_giou_0: 0.4954 loss_ce_1: 0.363 loss_bbox_1: 0.2039 loss_giou_1: 0.3674 loss_ce_2: 0.3068 loss_bbox_2: 0.1853 loss_giou_2: 0.3363 loss_ce_3: 0.2742 loss_bbox_3: 0.1772 loss_giou_3: 0.3273 loss_ce_4: 0.2584 loss_bbox_4: 0.1696 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:25] d2.utils.events INFO: eta: 10:37:07 iter: 314159 total_loss: 5.501 loss_ce: 0.2749 loss_bbox: 0.168 loss_giou: 0.3322 loss_ce_0: 0.4848 loss_bbox_0: 0.2906 loss_giou_0: 0.5294 loss_ce_1: 0.3876 loss_bbox_1: 0.2017 loss_giou_1: 0.3937 loss_ce_2: 0.3295 loss_bbox_2: 0.1874 loss_giou_2: 0.3524 loss_ce_3: 0.2914 loss_bbox_3: 0.1777 loss_giou_3: 0.347 loss_ce_4: 0.2747 loss_bbox_4: 0.1701 loss_giou_4: 0.3349 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:30] d2.utils.events INFO: eta: 10:37:01 iter: 314179 total_loss: 5.219 loss_ce: 0.2518 loss_bbox: 0.1871 loss_giou: 0.3205 loss_ce_0: 0.4739 loss_bbox_0: 0.2885 loss_giou_0: 0.4873 loss_ce_1: 0.3636 loss_bbox_1: 0.2111 loss_giou_1: 0.3618 loss_ce_2: 0.3031 loss_bbox_2: 0.1944 loss_giou_2: 0.3361 loss_ce_3: 0.2755 loss_bbox_3: 0.1879 loss_giou_3: 0.3326 loss_ce_4: 0.2595 loss_bbox_4: 0.1864 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:36] d2.utils.events INFO: eta: 10:36:57 iter: 314199 total_loss: 5.313 loss_ce: 0.2545 loss_bbox: 0.1749 loss_giou: 0.3201 loss_ce_0: 0.484 loss_bbox_0: 0.2841 loss_giou_0: 0.5174 loss_ce_1: 0.3715 loss_bbox_1: 0.2025 loss_giou_1: 0.366 loss_ce_2: 0.3002 loss_bbox_2: 0.1806 loss_giou_2: 0.3444 loss_ce_3: 0.2736 loss_bbox_3: 0.1743 loss_giou_3: 0.3311 loss_ce_4: 0.2594 loss_bbox_4: 0.1727 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:42] d2.utils.events INFO: eta: 10:36:50 iter: 314219 total_loss: 5.491 loss_ce: 0.2559 loss_bbox: 0.1929 loss_giou: 0.3359 loss_ce_0: 0.4908 loss_bbox_0: 0.3181 loss_giou_0: 0.5079 loss_ce_1: 0.393 loss_bbox_1: 0.2202 loss_giou_1: 0.3776 loss_ce_2: 0.3148 loss_bbox_2: 0.2049 loss_giou_2: 0.3535 loss_ce_3: 0.2703 loss_bbox_3: 0.197 loss_giou_3: 0.3441 loss_ce_4: 0.2631 loss_bbox_4: 0.1956 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:47] d2.utils.events INFO: eta: 10:36:46 iter: 314239 total_loss: 5.534 loss_ce: 0.2657 loss_bbox: 0.1701 loss_giou: 0.3189 loss_ce_0: 0.482 loss_bbox_0: 0.3017 loss_giou_0: 0.5141 loss_ce_1: 0.3742 loss_bbox_1: 0.2038 loss_giou_1: 0.3642 loss_ce_2: 0.3121 loss_bbox_2: 0.1853 loss_giou_2: 0.3457 loss_ce_3: 0.2738 loss_bbox_3: 0.1791 loss_giou_3: 0.3358 loss_ce_4: 0.2718 loss_bbox_4: 0.1728 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0186 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:53] d2.utils.events INFO: eta: 10:36:40 iter: 314259 total_loss: 5.127 loss_ce: 0.2561 loss_bbox: 0.1639 loss_giou: 0.295 loss_ce_0: 0.4805 loss_bbox_0: 0.2871 loss_giou_0: 0.4731 loss_ce_1: 0.365 loss_bbox_1: 0.193 loss_giou_1: 0.3409 loss_ce_2: 0.301 loss_bbox_2: 0.1727 loss_giou_2: 0.3089 loss_ce_3: 0.272 loss_bbox_3: 0.1653 loss_giou_3: 0.2968 loss_ce_4: 0.2499 loss_bbox_4: 0.1663 loss_giou_4: 0.2994 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 14:50:59] d2.utils.events INFO: eta: 10:36:16 iter: 314279 total_loss: 5.405 loss_ce: 0.2457 loss_bbox: 0.1742 loss_giou: 0.3184 loss_ce_0: 0.4769 loss_bbox_0: 0.2968 loss_giou_0: 0.483 loss_ce_1: 0.3746 loss_bbox_1: 0.2044 loss_giou_1: 0.3651 loss_ce_2: 0.2999 loss_bbox_2: 0.19 loss_giou_2: 0.3341 loss_ce_3: 0.2658 loss_bbox_3: 0.1754 loss_giou_3: 0.3247 loss_ce_4: 0.2569 loss_bbox_4: 0.1758 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:04] d2.utils.events INFO: eta: 10:36:10 iter: 314299 total_loss: 5.41 loss_ce: 0.2607 loss_bbox: 0.1614 loss_giou: 0.3138 loss_ce_0: 0.4721 loss_bbox_0: 0.2778 loss_giou_0: 0.4968 loss_ce_1: 0.3717 loss_bbox_1: 0.1896 loss_giou_1: 0.3557 loss_ce_2: 0.321 loss_bbox_2: 0.1761 loss_giou_2: 0.3288 loss_ce_3: 0.2854 loss_bbox_3: 0.1654 loss_giou_3: 0.3176 loss_ce_4: 0.2648 loss_bbox_4: 0.1641 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:10] d2.utils.events INFO: eta: 10:35:59 iter: 314319 total_loss: 5.613 loss_ce: 0.2752 loss_bbox: 0.1841 loss_giou: 0.3441 loss_ce_0: 0.4889 loss_bbox_0: 0.3043 loss_giou_0: 0.5223 loss_ce_1: 0.3993 loss_bbox_1: 0.2127 loss_giou_1: 0.3833 loss_ce_2: 0.3282 loss_bbox_2: 0.1956 loss_giou_2: 0.3528 loss_ce_3: 0.287 loss_bbox_3: 0.1929 loss_giou_3: 0.344 loss_ce_4: 0.279 loss_bbox_4: 0.1896 loss_giou_4: 0.3436 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:16] d2.utils.events INFO: eta: 10:35:49 iter: 314339 total_loss: 5.513 loss_ce: 0.2619 loss_bbox: 0.1666 loss_giou: 0.3397 loss_ce_0: 0.4694 loss_bbox_0: 0.296 loss_giou_0: 0.5175 loss_ce_1: 0.3682 loss_bbox_1: 0.1973 loss_giou_1: 0.3921 loss_ce_2: 0.3106 loss_bbox_2: 0.18 loss_giou_2: 0.358 loss_ce_3: 0.2794 loss_bbox_3: 0.1761 loss_giou_3: 0.3506 loss_ce_4: 0.2675 loss_bbox_4: 0.1692 loss_giou_4: 0.3411 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:22] d2.utils.events INFO: eta: 10:35:49 iter: 314359 total_loss: 5.72 loss_ce: 0.2682 loss_bbox: 0.1831 loss_giou: 0.3437 loss_ce_0: 0.4857 loss_bbox_0: 0.31 loss_giou_0: 0.5245 loss_ce_1: 0.3873 loss_bbox_1: 0.2237 loss_giou_1: 0.3905 loss_ce_2: 0.3219 loss_bbox_2: 0.2036 loss_giou_2: 0.3605 loss_ce_3: 0.2918 loss_bbox_3: 0.1992 loss_giou_3: 0.3513 loss_ce_4: 0.2798 loss_bbox_4: 0.1927 loss_giou_4: 0.3466 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:27] d2.utils.events INFO: eta: 10:35:43 iter: 314379 total_loss: 5.348 loss_ce: 0.258 loss_bbox: 0.1666 loss_giou: 0.3276 loss_ce_0: 0.4732 loss_bbox_0: 0.2924 loss_giou_0: 0.4943 loss_ce_1: 0.354 loss_bbox_1: 0.2035 loss_giou_1: 0.3724 loss_ce_2: 0.298 loss_bbox_2: 0.1831 loss_giou_2: 0.3436 loss_ce_3: 0.2692 loss_bbox_3: 0.1747 loss_giou_3: 0.3291 loss_ce_4: 0.259 loss_bbox_4: 0.1698 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:33] d2.utils.events INFO: eta: 10:35:26 iter: 314399 total_loss: 5.557 loss_ce: 0.2807 loss_bbox: 0.1732 loss_giou: 0.3228 loss_ce_0: 0.5026 loss_bbox_0: 0.3017 loss_giou_0: 0.5213 loss_ce_1: 0.3824 loss_bbox_1: 0.2083 loss_giou_1: 0.3779 loss_ce_2: 0.3245 loss_bbox_2: 0.1921 loss_giou_2: 0.3508 loss_ce_3: 0.2985 loss_bbox_3: 0.1852 loss_giou_3: 0.3407 loss_ce_4: 0.2878 loss_bbox_4: 0.176 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:39] d2.utils.events INFO: eta: 10:35:31 iter: 314419 total_loss: 5.247 loss_ce: 0.2552 loss_bbox: 0.1555 loss_giou: 0.3329 loss_ce_0: 0.4663 loss_bbox_0: 0.2828 loss_giou_0: 0.5105 loss_ce_1: 0.3564 loss_bbox_1: 0.1776 loss_giou_1: 0.3819 loss_ce_2: 0.3024 loss_bbox_2: 0.1826 loss_giou_2: 0.3519 loss_ce_3: 0.2714 loss_bbox_3: 0.1614 loss_giou_3: 0.3412 loss_ce_4: 0.2696 loss_bbox_4: 0.1671 loss_giou_4: 0.3364 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:44] d2.utils.events INFO: eta: 10:35:21 iter: 314439 total_loss: 5.545 loss_ce: 0.2601 loss_bbox: 0.1787 loss_giou: 0.3259 loss_ce_0: 0.4698 loss_bbox_0: 0.2999 loss_giou_0: 0.4892 loss_ce_1: 0.3558 loss_bbox_1: 0.2145 loss_giou_1: 0.381 loss_ce_2: 0.3049 loss_bbox_2: 0.1998 loss_giou_2: 0.3523 loss_ce_3: 0.2782 loss_bbox_3: 0.1892 loss_giou_3: 0.337 loss_ce_4: 0.2679 loss_bbox_4: 0.1838 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:50] d2.utils.events INFO: eta: 10:35:19 iter: 314459 total_loss: 5.665 loss_ce: 0.2825 loss_bbox: 0.1691 loss_giou: 0.3443 loss_ce_0: 0.4978 loss_bbox_0: 0.2944 loss_giou_0: 0.5259 loss_ce_1: 0.391 loss_bbox_1: 0.2074 loss_giou_1: 0.3937 loss_ce_2: 0.3381 loss_bbox_2: 0.1843 loss_giou_2: 0.3614 loss_ce_3: 0.307 loss_bbox_3: 0.1756 loss_giou_3: 0.3519 loss_ce_4: 0.2876 loss_bbox_4: 0.1724 loss_giou_4: 0.3472 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 14:51:56] d2.utils.events INFO: eta: 10:35:15 iter: 314479 total_loss: 5.58 loss_ce: 0.2688 loss_bbox: 0.1854 loss_giou: 0.3362 loss_ce_0: 0.4927 loss_bbox_0: 0.3116 loss_giou_0: 0.4962 loss_ce_1: 0.3877 loss_bbox_1: 0.2135 loss_giou_1: 0.3818 loss_ce_2: 0.3263 loss_bbox_2: 0.2002 loss_giou_2: 0.3552 loss_ce_3: 0.2924 loss_bbox_3: 0.1919 loss_giou_3: 0.3442 loss_ce_4: 0.2613 loss_bbox_4: 0.1891 loss_giou_4: 0.3427 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:01] d2.utils.events INFO: eta: 10:35:16 iter: 314499 total_loss: 5.548 loss_ce: 0.2714 loss_bbox: 0.1665 loss_giou: 0.3394 loss_ce_0: 0.4857 loss_bbox_0: 0.2949 loss_giou_0: 0.5053 loss_ce_1: 0.3697 loss_bbox_1: 0.1999 loss_giou_1: 0.3905 loss_ce_2: 0.3232 loss_bbox_2: 0.1786 loss_giou_2: 0.3598 loss_ce_3: 0.2878 loss_bbox_3: 0.1757 loss_giou_3: 0.3493 loss_ce_4: 0.277 loss_bbox_4: 0.1689 loss_giou_4: 0.3454 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:07] d2.utils.events INFO: eta: 10:35:27 iter: 314519 total_loss: 5.489 loss_ce: 0.2659 loss_bbox: 0.1722 loss_giou: 0.3387 loss_ce_0: 0.4865 loss_bbox_0: 0.2948 loss_giou_0: 0.5246 loss_ce_1: 0.3851 loss_bbox_1: 0.2106 loss_giou_1: 0.3821 loss_ce_2: 0.326 loss_bbox_2: 0.1865 loss_giou_2: 0.3671 loss_ce_3: 0.2901 loss_bbox_3: 0.1793 loss_giou_3: 0.3539 loss_ce_4: 0.2753 loss_bbox_4: 0.1754 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:13] d2.utils.events INFO: eta: 10:35:22 iter: 314539 total_loss: 5.287 loss_ce: 0.2439 loss_bbox: 0.1665 loss_giou: 0.3282 loss_ce_0: 0.4647 loss_bbox_0: 0.2768 loss_giou_0: 0.4983 loss_ce_1: 0.3572 loss_bbox_1: 0.2024 loss_giou_1: 0.369 loss_ce_2: 0.2887 loss_bbox_2: 0.1786 loss_giou_2: 0.341 loss_ce_3: 0.2679 loss_bbox_3: 0.1736 loss_giou_3: 0.3316 loss_ce_4: 0.2499 loss_bbox_4: 0.17 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:18] d2.utils.events INFO: eta: 10:35:18 iter: 314559 total_loss: 5.521 loss_ce: 0.2777 loss_bbox: 0.183 loss_giou: 0.3199 loss_ce_0: 0.4758 loss_bbox_0: 0.3056 loss_giou_0: 0.4901 loss_ce_1: 0.3706 loss_bbox_1: 0.2137 loss_giou_1: 0.3605 loss_ce_2: 0.3307 loss_bbox_2: 0.194 loss_giou_2: 0.3388 loss_ce_3: 0.2982 loss_bbox_3: 0.1903 loss_giou_3: 0.3317 loss_ce_4: 0.28 loss_bbox_4: 0.1872 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:24] d2.utils.events INFO: eta: 10:35:17 iter: 314579 total_loss: 5.59 loss_ce: 0.262 loss_bbox: 0.1757 loss_giou: 0.329 loss_ce_0: 0.4952 loss_bbox_0: 0.319 loss_giou_0: 0.5259 loss_ce_1: 0.3826 loss_bbox_1: 0.2054 loss_giou_1: 0.3884 loss_ce_2: 0.3163 loss_bbox_2: 0.1902 loss_giou_2: 0.3625 loss_ce_3: 0.2787 loss_bbox_3: 0.1821 loss_giou_3: 0.3446 loss_ce_4: 0.2681 loss_bbox_4: 0.1736 loss_giou_4: 0.341 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:30] d2.utils.events INFO: eta: 10:35:12 iter: 314599 total_loss: 5.354 loss_ce: 0.2543 loss_bbox: 0.1803 loss_giou: 0.3269 loss_ce_0: 0.4712 loss_bbox_0: 0.297 loss_giou_0: 0.5174 loss_ce_1: 0.3518 loss_bbox_1: 0.2156 loss_giou_1: 0.3817 loss_ce_2: 0.2983 loss_bbox_2: 0.1935 loss_giou_2: 0.352 loss_ce_3: 0.2741 loss_bbox_3: 0.1828 loss_giou_3: 0.3372 loss_ce_4: 0.2594 loss_bbox_4: 0.1806 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:35] d2.utils.events INFO: eta: 10:35:01 iter: 314619 total_loss: 5.448 loss_ce: 0.2532 loss_bbox: 0.1725 loss_giou: 0.3283 loss_ce_0: 0.4841 loss_bbox_0: 0.292 loss_giou_0: 0.5185 loss_ce_1: 0.3684 loss_bbox_1: 0.2088 loss_giou_1: 0.3692 loss_ce_2: 0.3068 loss_bbox_2: 0.1903 loss_giou_2: 0.3444 loss_ce_3: 0.2675 loss_bbox_3: 0.1841 loss_giou_3: 0.3393 loss_ce_4: 0.2537 loss_bbox_4: 0.174 loss_giou_4: 0.3309 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:41] d2.utils.events INFO: eta: 10:35:09 iter: 314639 total_loss: 5.474 loss_ce: 0.2659 loss_bbox: 0.185 loss_giou: 0.3359 loss_ce_0: 0.4865 loss_bbox_0: 0.3115 loss_giou_0: 0.5208 loss_ce_1: 0.372 loss_bbox_1: 0.219 loss_giou_1: 0.3871 loss_ce_2: 0.3171 loss_bbox_2: 0.2007 loss_giou_2: 0.3571 loss_ce_3: 0.2771 loss_bbox_3: 0.1892 loss_giou_3: 0.346 loss_ce_4: 0.2685 loss_bbox_4: 0.1861 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:47] d2.utils.events INFO: eta: 10:35:01 iter: 314659 total_loss: 5.178 loss_ce: 0.2545 loss_bbox: 0.1657 loss_giou: 0.3006 loss_ce_0: 0.4595 loss_bbox_0: 0.2927 loss_giou_0: 0.4791 loss_ce_1: 0.3576 loss_bbox_1: 0.2025 loss_giou_1: 0.3446 loss_ce_2: 0.3042 loss_bbox_2: 0.1784 loss_giou_2: 0.3175 loss_ce_3: 0.2721 loss_bbox_3: 0.1713 loss_giou_3: 0.3072 loss_ce_4: 0.2617 loss_bbox_4: 0.1672 loss_giou_4: 0.306 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:53] d2.utils.events INFO: eta: 10:34:59 iter: 314679 total_loss: 5.42 loss_ce: 0.2734 loss_bbox: 0.1648 loss_giou: 0.3351 loss_ce_0: 0.4876 loss_bbox_0: 0.2885 loss_giou_0: 0.5214 loss_ce_1: 0.374 loss_bbox_1: 0.1966 loss_giou_1: 0.3777 loss_ce_2: 0.3234 loss_bbox_2: 0.1742 loss_giou_2: 0.3534 loss_ce_3: 0.2869 loss_bbox_3: 0.1723 loss_giou_3: 0.3411 loss_ce_4: 0.2736 loss_bbox_4: 0.1686 loss_giou_4: 0.3338 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 14:52:58] d2.utils.events INFO: eta: 10:34:54 iter: 314699 total_loss: 5.652 loss_ce: 0.2749 loss_bbox: 0.1719 loss_giou: 0.3429 loss_ce_0: 0.5026 loss_bbox_0: 0.2926 loss_giou_0: 0.5493 loss_ce_1: 0.3924 loss_bbox_1: 0.2113 loss_giou_1: 0.4009 loss_ce_2: 0.3312 loss_bbox_2: 0.1886 loss_giou_2: 0.3631 loss_ce_3: 0.2885 loss_bbox_3: 0.1842 loss_giou_3: 0.3559 loss_ce_4: 0.27 loss_bbox_4: 0.1754 loss_giou_4: 0.3441 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:04] d2.utils.events INFO: eta: 10:34:48 iter: 314719 total_loss: 5.066 loss_ce: 0.2525 loss_bbox: 0.1578 loss_giou: 0.3057 loss_ce_0: 0.4443 loss_bbox_0: 0.2822 loss_giou_0: 0.4873 loss_ce_1: 0.3588 loss_bbox_1: 0.1894 loss_giou_1: 0.3452 loss_ce_2: 0.3063 loss_bbox_2: 0.1718 loss_giou_2: 0.3194 loss_ce_3: 0.2714 loss_bbox_3: 0.1629 loss_giou_3: 0.3094 loss_ce_4: 0.2511 loss_bbox_4: 0.1595 loss_giou_4: 0.3103 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:10] d2.utils.events INFO: eta: 10:34:39 iter: 314739 total_loss: 5.169 loss_ce: 0.2527 loss_bbox: 0.1719 loss_giou: 0.322 loss_ce_0: 0.4749 loss_bbox_0: 0.2917 loss_giou_0: 0.4732 loss_ce_1: 0.36 loss_bbox_1: 0.2038 loss_giou_1: 0.361 loss_ce_2: 0.2938 loss_bbox_2: 0.1859 loss_giou_2: 0.3359 loss_ce_3: 0.259 loss_bbox_3: 0.1793 loss_giou_3: 0.3248 loss_ce_4: 0.253 loss_bbox_4: 0.1766 loss_giou_4: 0.3234 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:15] d2.utils.events INFO: eta: 10:34:32 iter: 314759 total_loss: 5.42 loss_ce: 0.2497 loss_bbox: 0.1693 loss_giou: 0.3187 loss_ce_0: 0.4634 loss_bbox_0: 0.2827 loss_giou_0: 0.4941 loss_ce_1: 0.3586 loss_bbox_1: 0.1925 loss_giou_1: 0.376 loss_ce_2: 0.3073 loss_bbox_2: 0.1829 loss_giou_2: 0.3319 loss_ce_3: 0.2697 loss_bbox_3: 0.1768 loss_giou_3: 0.3243 loss_ce_4: 0.2603 loss_bbox_4: 0.1773 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:21] d2.utils.events INFO: eta: 10:34:20 iter: 314779 total_loss: 5.22 loss_ce: 0.2488 loss_bbox: 0.1687 loss_giou: 0.3092 loss_ce_0: 0.4588 loss_bbox_0: 0.2866 loss_giou_0: 0.5033 loss_ce_1: 0.3534 loss_bbox_1: 0.205 loss_giou_1: 0.3559 loss_ce_2: 0.2966 loss_bbox_2: 0.1901 loss_giou_2: 0.3339 loss_ce_3: 0.2604 loss_bbox_3: 0.1771 loss_giou_3: 0.3182 loss_ce_4: 0.2517 loss_bbox_4: 0.1722 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:27] d2.utils.events INFO: eta: 10:34:12 iter: 314799 total_loss: 5.353 loss_ce: 0.2657 loss_bbox: 0.1717 loss_giou: 0.3251 loss_ce_0: 0.4878 loss_bbox_0: 0.3026 loss_giou_0: 0.507 loss_ce_1: 0.368 loss_bbox_1: 0.202 loss_giou_1: 0.3662 loss_ce_2: 0.3086 loss_bbox_2: 0.1863 loss_giou_2: 0.3368 loss_ce_3: 0.2706 loss_bbox_3: 0.1758 loss_giou_3: 0.3332 loss_ce_4: 0.2629 loss_bbox_4: 0.1727 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:32] d2.utils.events INFO: eta: 10:34:12 iter: 314819 total_loss: 5.274 loss_ce: 0.2507 loss_bbox: 0.1682 loss_giou: 0.3275 loss_ce_0: 0.4755 loss_bbox_0: 0.2895 loss_giou_0: 0.5077 loss_ce_1: 0.3704 loss_bbox_1: 0.1944 loss_giou_1: 0.3819 loss_ce_2: 0.295 loss_bbox_2: 0.1786 loss_giou_2: 0.3457 loss_ce_3: 0.2686 loss_bbox_3: 0.1721 loss_giou_3: 0.3364 loss_ce_4: 0.2527 loss_bbox_4: 0.1709 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:38] d2.utils.events INFO: eta: 10:34:09 iter: 314839 total_loss: 5.411 loss_ce: 0.2619 loss_bbox: 0.1613 loss_giou: 0.3331 loss_ce_0: 0.4768 loss_bbox_0: 0.2972 loss_giou_0: 0.5118 loss_ce_1: 0.3755 loss_bbox_1: 0.2035 loss_giou_1: 0.3797 loss_ce_2: 0.3115 loss_bbox_2: 0.184 loss_giou_2: 0.3516 loss_ce_3: 0.2814 loss_bbox_3: 0.1721 loss_giou_3: 0.3398 loss_ce_4: 0.2703 loss_bbox_4: 0.1662 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:44] d2.utils.events INFO: eta: 10:33:55 iter: 314859 total_loss: 5.335 loss_ce: 0.2723 loss_bbox: 0.1759 loss_giou: 0.3209 loss_ce_0: 0.4687 loss_bbox_0: 0.2988 loss_giou_0: 0.4954 loss_ce_1: 0.3707 loss_bbox_1: 0.209 loss_giou_1: 0.3601 loss_ce_2: 0.3105 loss_bbox_2: 0.1892 loss_giou_2: 0.3275 loss_ce_3: 0.2877 loss_bbox_3: 0.1813 loss_giou_3: 0.3242 loss_ce_4: 0.2682 loss_bbox_4: 0.1789 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:49] d2.utils.events INFO: eta: 10:33:56 iter: 314879 total_loss: 5.267 loss_ce: 0.2588 loss_bbox: 0.1591 loss_giou: 0.3193 loss_ce_0: 0.4842 loss_bbox_0: 0.2844 loss_giou_0: 0.4896 loss_ce_1: 0.3944 loss_bbox_1: 0.1869 loss_giou_1: 0.3629 loss_ce_2: 0.3161 loss_bbox_2: 0.1739 loss_giou_2: 0.3291 loss_ce_3: 0.2804 loss_bbox_3: 0.1653 loss_giou_3: 0.3204 loss_ce_4: 0.2611 loss_bbox_4: 0.1613 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 14:53:55] d2.utils.events INFO: eta: 10:33:40 iter: 314899 total_loss: 5.305 loss_ce: 0.2657 loss_bbox: 0.1828 loss_giou: 0.3094 loss_ce_0: 0.4908 loss_bbox_0: 0.2921 loss_giou_0: 0.4593 loss_ce_1: 0.3877 loss_bbox_1: 0.2157 loss_giou_1: 0.3528 loss_ce_2: 0.3115 loss_bbox_2: 0.197 loss_giou_2: 0.3246 loss_ce_3: 0.2849 loss_bbox_3: 0.1943 loss_giou_3: 0.3178 loss_ce_4: 0.2691 loss_bbox_4: 0.1853 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:01] d2.utils.events INFO: eta: 10:33:27 iter: 314919 total_loss: 5.446 loss_ce: 0.2565 loss_bbox: 0.1635 loss_giou: 0.328 loss_ce_0: 0.4808 loss_bbox_0: 0.2847 loss_giou_0: 0.4991 loss_ce_1: 0.3583 loss_bbox_1: 0.2042 loss_giou_1: 0.3785 loss_ce_2: 0.3042 loss_bbox_2: 0.1821 loss_giou_2: 0.3479 loss_ce_3: 0.2666 loss_bbox_3: 0.1745 loss_giou_3: 0.3365 loss_ce_4: 0.258 loss_bbox_4: 0.168 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:07] d2.utils.events INFO: eta: 10:33:22 iter: 314939 total_loss: 5.662 loss_ce: 0.292 loss_bbox: 0.1681 loss_giou: 0.346 loss_ce_0: 0.4951 loss_bbox_0: 0.2901 loss_giou_0: 0.5247 loss_ce_1: 0.3792 loss_bbox_1: 0.1997 loss_giou_1: 0.3968 loss_ce_2: 0.3327 loss_bbox_2: 0.1824 loss_giou_2: 0.3734 loss_ce_3: 0.3006 loss_bbox_3: 0.1778 loss_giou_3: 0.3589 loss_ce_4: 0.2995 loss_bbox_4: 0.1712 loss_giou_4: 0.3513 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:12] d2.utils.events INFO: eta: 10:33:23 iter: 314959 total_loss: 5.54 loss_ce: 0.2688 loss_bbox: 0.1729 loss_giou: 0.3255 loss_ce_0: 0.485 loss_bbox_0: 0.3082 loss_giou_0: 0.5183 loss_ce_1: 0.3743 loss_bbox_1: 0.1983 loss_giou_1: 0.3666 loss_ce_2: 0.3182 loss_bbox_2: 0.181 loss_giou_2: 0.3432 loss_ce_3: 0.2856 loss_bbox_3: 0.1773 loss_giou_3: 0.3384 loss_ce_4: 0.283 loss_bbox_4: 0.1758 loss_giou_4: 0.3278 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:18] d2.utils.events INFO: eta: 10:33:18 iter: 314979 total_loss: 5.334 loss_ce: 0.2635 loss_bbox: 0.1661 loss_giou: 0.3335 loss_ce_0: 0.4677 loss_bbox_0: 0.2957 loss_giou_0: 0.4994 loss_ce_1: 0.3627 loss_bbox_1: 0.201 loss_giou_1: 0.3762 loss_ce_2: 0.3082 loss_bbox_2: 0.185 loss_giou_2: 0.3499 loss_ce_3: 0.2689 loss_bbox_3: 0.1739 loss_giou_3: 0.3431 loss_ce_4: 0.2615 loss_bbox_4: 0.1681 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:24] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0314999.pth [11/03 14:54:26] d2.utils.events INFO: eta: 10:33:17 iter: 314999 total_loss: 5.283 loss_ce: 0.2714 loss_bbox: 0.1587 loss_giou: 0.3239 loss_ce_0: 0.491 loss_bbox_0: 0.2964 loss_giou_0: 0.5175 loss_ce_1: 0.3853 loss_bbox_1: 0.1953 loss_giou_1: 0.3686 loss_ce_2: 0.319 loss_bbox_2: 0.1778 loss_giou_2: 0.3468 loss_ce_3: 0.278 loss_bbox_3: 0.1686 loss_giou_3: 0.333 loss_ce_4: 0.2719 loss_bbox_4: 0.158 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:31] d2.utils.events INFO: eta: 10:33:06 iter: 315019 total_loss: 5.601 loss_ce: 0.259 loss_bbox: 0.1801 loss_giou: 0.33 loss_ce_0: 0.4697 loss_bbox_0: 0.2972 loss_giou_0: 0.5156 loss_ce_1: 0.3538 loss_bbox_1: 0.2124 loss_giou_1: 0.3919 loss_ce_2: 0.2938 loss_bbox_2: 0.1956 loss_giou_2: 0.3574 loss_ce_3: 0.2697 loss_bbox_3: 0.1836 loss_giou_3: 0.3476 loss_ce_4: 0.2641 loss_bbox_4: 0.1825 loss_giou_4: 0.3343 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:37] d2.utils.events INFO: eta: 10:32:54 iter: 315039 total_loss: 5.326 loss_ce: 0.2638 loss_bbox: 0.1754 loss_giou: 0.3062 loss_ce_0: 0.4669 loss_bbox_0: 0.2891 loss_giou_0: 0.4757 loss_ce_1: 0.3582 loss_bbox_1: 0.2054 loss_giou_1: 0.3571 loss_ce_2: 0.2972 loss_bbox_2: 0.1923 loss_giou_2: 0.3302 loss_ce_3: 0.2742 loss_bbox_3: 0.1803 loss_giou_3: 0.3162 loss_ce_4: 0.2618 loss_bbox_4: 0.179 loss_giou_4: 0.3132 time: 0.2799 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:43] d2.utils.events INFO: eta: 10:32:47 iter: 315059 total_loss: 5.531 loss_ce: 0.2657 loss_bbox: 0.1739 loss_giou: 0.3338 loss_ce_0: 0.4882 loss_bbox_0: 0.2919 loss_giou_0: 0.5288 loss_ce_1: 0.3702 loss_bbox_1: 0.2106 loss_giou_1: 0.3764 loss_ce_2: 0.3097 loss_bbox_2: 0.1927 loss_giou_2: 0.3564 loss_ce_3: 0.2775 loss_bbox_3: 0.1834 loss_giou_3: 0.3474 loss_ce_4: 0.2709 loss_bbox_4: 0.1787 loss_giou_4: 0.3386 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:48] d2.utils.events INFO: eta: 10:32:50 iter: 315079 total_loss: 5.318 loss_ce: 0.2507 loss_bbox: 0.1734 loss_giou: 0.3284 loss_ce_0: 0.4672 loss_bbox_0: 0.2887 loss_giou_0: 0.5082 loss_ce_1: 0.3618 loss_bbox_1: 0.2043 loss_giou_1: 0.3734 loss_ce_2: 0.2956 loss_bbox_2: 0.1849 loss_giou_2: 0.3462 loss_ce_3: 0.2658 loss_bbox_3: 0.1775 loss_giou_3: 0.3351 loss_ce_4: 0.2553 loss_bbox_4: 0.1774 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 14:54:54] d2.utils.events INFO: eta: 10:32:49 iter: 315099 total_loss: 5.336 loss_ce: 0.2545 loss_bbox: 0.1683 loss_giou: 0.3285 loss_ce_0: 0.4672 loss_bbox_0: 0.2915 loss_giou_0: 0.5072 loss_ce_1: 0.3784 loss_bbox_1: 0.1963 loss_giou_1: 0.3714 loss_ce_2: 0.2968 loss_bbox_2: 0.1775 loss_giou_2: 0.3425 loss_ce_3: 0.2724 loss_bbox_3: 0.1717 loss_giou_3: 0.3335 loss_ce_4: 0.2547 loss_bbox_4: 0.1712 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 14:55:00] d2.utils.events INFO: eta: 10:32:43 iter: 315119 total_loss: 5.193 loss_ce: 0.2611 loss_bbox: 0.1749 loss_giou: 0.3112 loss_ce_0: 0.4766 loss_bbox_0: 0.2983 loss_giou_0: 0.4766 loss_ce_1: 0.3665 loss_bbox_1: 0.2116 loss_giou_1: 0.3547 loss_ce_2: 0.3141 loss_bbox_2: 0.1937 loss_giou_2: 0.3263 loss_ce_3: 0.2724 loss_bbox_3: 0.1865 loss_giou_3: 0.3152 loss_ce_4: 0.2647 loss_bbox_4: 0.1803 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:55:06] d2.utils.events INFO: eta: 10:32:34 iter: 315139 total_loss: 5.344 loss_ce: 0.2542 loss_bbox: 0.1587 loss_giou: 0.3054 loss_ce_0: 0.4627 loss_bbox_0: 0.2898 loss_giou_0: 0.4841 loss_ce_1: 0.3513 loss_bbox_1: 0.1924 loss_giou_1: 0.3533 loss_ce_2: 0.2994 loss_bbox_2: 0.1792 loss_giou_2: 0.3193 loss_ce_3: 0.2649 loss_bbox_3: 0.1673 loss_giou_3: 0.3155 loss_ce_4: 0.2474 loss_bbox_4: 0.1631 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 14:55:11] d2.utils.events INFO: eta: 10:32:20 iter: 315159 total_loss: 5.258 loss_ce: 0.2701 loss_bbox: 0.1715 loss_giou: 0.319 loss_ce_0: 0.479 loss_bbox_0: 0.2886 loss_giou_0: 0.4955 loss_ce_1: 0.3769 loss_bbox_1: 0.2092 loss_giou_1: 0.3598 loss_ce_2: 0.3235 loss_bbox_2: 0.1812 loss_giou_2: 0.3344 loss_ce_3: 0.2814 loss_bbox_3: 0.1797 loss_giou_3: 0.326 loss_ce_4: 0.2777 loss_bbox_4: 0.1766 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 14:55:17] d2.utils.events INFO: eta: 10:32:13 iter: 315179 total_loss: 5.417 loss_ce: 0.2638 loss_bbox: 0.1817 loss_giou: 0.3136 loss_ce_0: 0.4926 loss_bbox_0: 0.3183 loss_giou_0: 0.51 loss_ce_1: 0.3921 loss_bbox_1: 0.22 loss_giou_1: 0.3621 loss_ce_2: 0.312 loss_bbox_2: 0.1978 loss_giou_2: 0.3369 loss_ce_3: 0.2787 loss_bbox_3: 0.1921 loss_giou_3: 0.3208 loss_ce_4: 0.2672 loss_bbox_4: 0.1879 loss_giou_4: 0.3151 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 14:55:21] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.85 seconds. [11/03 14:55:22] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 14:55:23] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 14:55:23] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 14:55:23] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 14:55:23] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 14:55:24] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 14:55:33] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0521 s/iter. Eval: 0.0003 s/iter. Total: 0.0532 s/iter. ETA=0:00:32 [11/03 14:55:38] d2.evaluation.evaluator INFO: Inference done 86/625. Dataloading: 0.0031 s/iter. Inference: 0.0491 s/iter. Eval: 0.0136 s/iter. Total: 0.0659 s/iter. ETA=0:00:35 [11/03 14:55:43] d2.evaluation.evaluator INFO: Inference done 182/625. Dataloading: 0.0033 s/iter. Inference: 0.0488 s/iter. Eval: 0.0064 s/iter. Total: 0.0586 s/iter. ETA=0:00:25 [11/03 14:55:48] d2.evaluation.evaluator INFO: Inference done 277/625. Dataloading: 0.0031 s/iter. Inference: 0.0491 s/iter. Eval: 0.0043 s/iter. Total: 0.0565 s/iter. ETA=0:00:19 [11/03 14:55:53] d2.evaluation.evaluator INFO: Inference done 374/625. Dataloading: 0.0030 s/iter. Inference: 0.0490 s/iter. Eval: 0.0033 s/iter. Total: 0.0553 s/iter. ETA=0:00:13 [11/03 14:55:58] d2.evaluation.evaluator INFO: Inference done 455/625. Dataloading: 0.0029 s/iter. Inference: 0.0488 s/iter. Eval: 0.0046 s/iter. Total: 0.0565 s/iter. ETA=0:00:09 [11/03 14:56:03] d2.evaluation.evaluator INFO: Inference done 577/625. Dataloading: 0.0027 s/iter. Inference: 0.0466 s/iter. Eval: 0.0037 s/iter. Total: 0.0532 s/iter. ETA=0:00:02 [11/03 14:56:05] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.309788 (0.052113 s / iter per device, on 8 devices) [11/03 14:56:05] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.045511 s / iter per device, on 8 devices) [11/03 14:56:13] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 14:56:13] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 14:56:15] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 14:56:20] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 14:56:34] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.68 seconds. [11/03 14:56:34] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 14:56:36] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.78 seconds. [11/03 14:56:36] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.628 | 61.926 | 45.617 | 24.804 | 45.487 | 58.045 | [11/03 14:56:36] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.062 | bicycle | 28.171 | car | 42.649 | | motorcycle | 42.561 | airplane | 66.635 | bus | 62.578 | | train | 65.732 | truck | 38.201 | boat | 26.331 | | traffic light | 26.924 | fire hydrant | 68.932 | stop sign | 68.748 | | parking meter | 39.091 | bench | 25.780 | bird | 37.220 | | cat | 70.814 | dog | 65.012 | horse | 58.210 | | sheep | 51.125 | cow | 58.666 | elephant | 65.305 | | bear | 73.588 | zebra | 66.300 | giraffe | 70.023 | | backpack | 17.143 | umbrella | 36.073 | handbag | 14.397 | | tie | 33.527 | suitcase | 41.521 | frisbee | 69.525 | | skis | 26.534 | snowboard | 42.074 | sports ball | 48.007 | | kite | 47.295 | baseball bat | 33.591 | baseball glove | 39.596 | | skateboard | 56.433 | surfboard | 40.110 | tennis racket | 50.119 | | bottle | 37.068 | wine glass | 34.485 | cup | 39.181 | | fork | 33.817 | knife | 16.663 | spoon | 19.587 | | bowl | 44.431 | banana | 23.508 | apple | 22.291 | | sandwich | 34.522 | orange | 34.411 | broccoli | 22.012 | | carrot | 21.226 | hot dog | 34.618 | pizza | 53.409 | | donut | 45.357 | cake | 39.518 | chair | 26.424 | | couch | 47.709 | potted plant | 24.976 | bed | 49.633 | | dining table | 29.542 | toilet | 61.139 | tv | 58.816 | | laptop | 60.881 | mouse | 59.320 | remote | 31.845 | | keyboard | 52.559 | cell phone | 35.408 | microwave | 61.960 | | oven | 34.641 | toaster | 34.756 | sink | 34.953 | | refrigerator | 58.424 | book | 12.620 | clock | 52.182 | | vase | 39.800 | scissors | 34.675 | teddy bear | 46.009 | | hair drier | 6.930 | toothbrush | 30.361 | | | [11/03 14:56:37] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 14:56:37] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 14:56:37] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 14:56:37] d2.evaluation.testing INFO: copypaste: 42.6284,61.9255,45.6170,24.8036,45.4870,58.0449 [11/03 14:56:40] d2.utils.events INFO: eta: 10:32:02 iter: 315199 total_loss: 5.164 loss_ce: 0.2395 loss_bbox: 0.1687 loss_giou: 0.3146 loss_ce_0: 0.472 loss_bbox_0: 0.2941 loss_giou_0: 0.4781 loss_ce_1: 0.3412 loss_bbox_1: 0.2051 loss_giou_1: 0.3509 loss_ce_2: 0.2912 loss_bbox_2: 0.1829 loss_giou_2: 0.3299 loss_ce_3: 0.2583 loss_bbox_3: 0.1747 loss_giou_3: 0.3172 loss_ce_4: 0.2465 loss_bbox_4: 0.1702 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 14:56:46] d2.utils.events INFO: eta: 10:31:56 iter: 315219 total_loss: 5.345 loss_ce: 0.2611 loss_bbox: 0.176 loss_giou: 0.3046 loss_ce_0: 0.4782 loss_bbox_0: 0.2971 loss_giou_0: 0.4892 loss_ce_1: 0.3775 loss_bbox_1: 0.208 loss_giou_1: 0.3508 loss_ce_2: 0.2887 loss_bbox_2: 0.1951 loss_giou_2: 0.3254 loss_ce_3: 0.2653 loss_bbox_3: 0.1874 loss_giou_3: 0.3144 loss_ce_4: 0.2626 loss_bbox_4: 0.181 loss_giou_4: 0.3082 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 14:56:51] d2.utils.events INFO: eta: 10:31:50 iter: 315239 total_loss: 5.448 loss_ce: 0.2662 loss_bbox: 0.1773 loss_giou: 0.3357 loss_ce_0: 0.4755 loss_bbox_0: 0.3114 loss_giou_0: 0.5025 loss_ce_1: 0.3785 loss_bbox_1: 0.2152 loss_giou_1: 0.3828 loss_ce_2: 0.316 loss_bbox_2: 0.1937 loss_giou_2: 0.3493 loss_ce_3: 0.2813 loss_bbox_3: 0.1849 loss_giou_3: 0.3442 loss_ce_4: 0.2759 loss_bbox_4: 0.1799 loss_giou_4: 0.3376 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 14:56:57] d2.utils.events INFO: eta: 10:31:44 iter: 315259 total_loss: 5.297 loss_ce: 0.2639 loss_bbox: 0.1621 loss_giou: 0.3294 loss_ce_0: 0.4779 loss_bbox_0: 0.2852 loss_giou_0: 0.5218 loss_ce_1: 0.3711 loss_bbox_1: 0.1932 loss_giou_1: 0.3802 loss_ce_2: 0.3097 loss_bbox_2: 0.1795 loss_giou_2: 0.3511 loss_ce_3: 0.2782 loss_bbox_3: 0.1657 loss_giou_3: 0.3423 loss_ce_4: 0.2636 loss_bbox_4: 0.1653 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:03] d2.utils.events INFO: eta: 10:31:50 iter: 315279 total_loss: 5.49 loss_ce: 0.2649 loss_bbox: 0.1699 loss_giou: 0.3274 loss_ce_0: 0.486 loss_bbox_0: 0.3014 loss_giou_0: 0.5082 loss_ce_1: 0.374 loss_bbox_1: 0.2086 loss_giou_1: 0.3859 loss_ce_2: 0.3165 loss_bbox_2: 0.1855 loss_giou_2: 0.3545 loss_ce_3: 0.2771 loss_bbox_3: 0.1783 loss_giou_3: 0.3395 loss_ce_4: 0.274 loss_bbox_4: 0.1713 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:08] d2.utils.events INFO: eta: 10:31:34 iter: 315299 total_loss: 5.173 loss_ce: 0.2366 loss_bbox: 0.1704 loss_giou: 0.3045 loss_ce_0: 0.4501 loss_bbox_0: 0.2905 loss_giou_0: 0.4806 loss_ce_1: 0.3527 loss_bbox_1: 0.1989 loss_giou_1: 0.3534 loss_ce_2: 0.2946 loss_bbox_2: 0.1798 loss_giou_2: 0.3225 loss_ce_3: 0.2547 loss_bbox_3: 0.1745 loss_giou_3: 0.3109 loss_ce_4: 0.2441 loss_bbox_4: 0.1716 loss_giou_4: 0.3058 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:14] d2.utils.events INFO: eta: 10:31:23 iter: 315319 total_loss: 5.44 loss_ce: 0.261 loss_bbox: 0.1812 loss_giou: 0.3202 loss_ce_0: 0.4757 loss_bbox_0: 0.3002 loss_giou_0: 0.491 loss_ce_1: 0.3775 loss_bbox_1: 0.2151 loss_giou_1: 0.3718 loss_ce_2: 0.308 loss_bbox_2: 0.1965 loss_giou_2: 0.3459 loss_ce_3: 0.278 loss_bbox_3: 0.188 loss_giou_3: 0.3393 loss_ce_4: 0.2712 loss_bbox_4: 0.1868 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:20] d2.utils.events INFO: eta: 10:31:25 iter: 315339 total_loss: 5.737 loss_ce: 0.2851 loss_bbox: 0.1772 loss_giou: 0.3461 loss_ce_0: 0.5057 loss_bbox_0: 0.3038 loss_giou_0: 0.5143 loss_ce_1: 0.4059 loss_bbox_1: 0.2187 loss_giou_1: 0.3932 loss_ce_2: 0.3369 loss_bbox_2: 0.1972 loss_giou_2: 0.3619 loss_ce_3: 0.3085 loss_bbox_3: 0.1892 loss_giou_3: 0.3525 loss_ce_4: 0.2911 loss_bbox_4: 0.1826 loss_giou_4: 0.3489 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:25] d2.utils.events INFO: eta: 10:31:23 iter: 315359 total_loss: 5.45 loss_ce: 0.2647 loss_bbox: 0.1655 loss_giou: 0.3361 loss_ce_0: 0.4878 loss_bbox_0: 0.2897 loss_giou_0: 0.5121 loss_ce_1: 0.3717 loss_bbox_1: 0.1998 loss_giou_1: 0.3864 loss_ce_2: 0.3095 loss_bbox_2: 0.1831 loss_giou_2: 0.3529 loss_ce_3: 0.2939 loss_bbox_3: 0.173 loss_giou_3: 0.3501 loss_ce_4: 0.2714 loss_bbox_4: 0.1652 loss_giou_4: 0.3418 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:31] d2.utils.events INFO: eta: 10:31:12 iter: 315379 total_loss: 5.286 loss_ce: 0.2579 loss_bbox: 0.173 loss_giou: 0.3111 loss_ce_0: 0.4724 loss_bbox_0: 0.2979 loss_giou_0: 0.499 loss_ce_1: 0.3762 loss_bbox_1: 0.2065 loss_giou_1: 0.3616 loss_ce_2: 0.3061 loss_bbox_2: 0.189 loss_giou_2: 0.3315 loss_ce_3: 0.2777 loss_bbox_3: 0.1792 loss_giou_3: 0.3179 loss_ce_4: 0.262 loss_bbox_4: 0.173 loss_giou_4: 0.3139 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:37] d2.utils.events INFO: eta: 10:31:24 iter: 315399 total_loss: 5.183 loss_ce: 0.2731 loss_bbox: 0.1774 loss_giou: 0.2915 loss_ce_0: 0.4984 loss_bbox_0: 0.2921 loss_giou_0: 0.4639 loss_ce_1: 0.3899 loss_bbox_1: 0.2092 loss_giou_1: 0.3476 loss_ce_2: 0.3188 loss_bbox_2: 0.1862 loss_giou_2: 0.3137 loss_ce_3: 0.2949 loss_bbox_3: 0.1817 loss_giou_3: 0.3024 loss_ce_4: 0.2806 loss_bbox_4: 0.1812 loss_giou_4: 0.295 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:42] d2.utils.events INFO: eta: 10:31:06 iter: 315419 total_loss: 5.409 loss_ce: 0.2709 loss_bbox: 0.1673 loss_giou: 0.3309 loss_ce_0: 0.4763 loss_bbox_0: 0.2914 loss_giou_0: 0.5155 loss_ce_1: 0.3742 loss_bbox_1: 0.197 loss_giou_1: 0.385 loss_ce_2: 0.3198 loss_bbox_2: 0.1832 loss_giou_2: 0.3499 loss_ce_3: 0.29 loss_bbox_3: 0.1727 loss_giou_3: 0.3383 loss_ce_4: 0.2707 loss_bbox_4: 0.1691 loss_giou_4: 0.3354 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:48] d2.utils.events INFO: eta: 10:31:17 iter: 315439 total_loss: 5.6 loss_ce: 0.2757 loss_bbox: 0.1792 loss_giou: 0.3417 loss_ce_0: 0.4989 loss_bbox_0: 0.2968 loss_giou_0: 0.5143 loss_ce_1: 0.3823 loss_bbox_1: 0.2082 loss_giou_1: 0.3775 loss_ce_2: 0.3275 loss_bbox_2: 0.1982 loss_giou_2: 0.36 loss_ce_3: 0.2989 loss_bbox_3: 0.1868 loss_giou_3: 0.349 loss_ce_4: 0.2885 loss_bbox_4: 0.1804 loss_giou_4: 0.3454 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:54] d2.utils.events INFO: eta: 10:31:11 iter: 315459 total_loss: 5.18 loss_ce: 0.2642 loss_bbox: 0.1575 loss_giou: 0.3119 loss_ce_0: 0.4776 loss_bbox_0: 0.2892 loss_giou_0: 0.4809 loss_ce_1: 0.3717 loss_bbox_1: 0.1963 loss_giou_1: 0.3575 loss_ce_2: 0.3163 loss_bbox_2: 0.1769 loss_giou_2: 0.3298 loss_ce_3: 0.2797 loss_bbox_3: 0.1639 loss_giou_3: 0.3253 loss_ce_4: 0.266 loss_bbox_4: 0.1602 loss_giou_4: 0.3154 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 14:57:59] d2.utils.events INFO: eta: 10:30:44 iter: 315479 total_loss: 5.286 loss_ce: 0.2629 loss_bbox: 0.1707 loss_giou: 0.3403 loss_ce_0: 0.4558 loss_bbox_0: 0.291 loss_giou_0: 0.5055 loss_ce_1: 0.3639 loss_bbox_1: 0.2023 loss_giou_1: 0.3806 loss_ce_2: 0.3005 loss_bbox_2: 0.1841 loss_giou_2: 0.3495 loss_ce_3: 0.2733 loss_bbox_3: 0.176 loss_giou_3: 0.3495 loss_ce_4: 0.2655 loss_bbox_4: 0.1764 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:05] d2.utils.events INFO: eta: 10:30:35 iter: 315499 total_loss: 5.366 loss_ce: 0.2609 loss_bbox: 0.1746 loss_giou: 0.3274 loss_ce_0: 0.4922 loss_bbox_0: 0.299 loss_giou_0: 0.506 loss_ce_1: 0.3703 loss_bbox_1: 0.2022 loss_giou_1: 0.366 loss_ce_2: 0.3123 loss_bbox_2: 0.1866 loss_giou_2: 0.338 loss_ce_3: 0.277 loss_bbox_3: 0.1758 loss_giou_3: 0.3298 loss_ce_4: 0.261 loss_bbox_4: 0.1773 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:11] d2.utils.events INFO: eta: 10:30:23 iter: 315519 total_loss: 5.331 loss_ce: 0.2516 loss_bbox: 0.1717 loss_giou: 0.3082 loss_ce_0: 0.4648 loss_bbox_0: 0.289 loss_giou_0: 0.5033 loss_ce_1: 0.3512 loss_bbox_1: 0.2017 loss_giou_1: 0.3542 loss_ce_2: 0.2931 loss_bbox_2: 0.1893 loss_giou_2: 0.3258 loss_ce_3: 0.268 loss_bbox_3: 0.1802 loss_giou_3: 0.3179 loss_ce_4: 0.2559 loss_bbox_4: 0.1807 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:16] d2.utils.events INFO: eta: 10:30:14 iter: 315539 total_loss: 5.432 loss_ce: 0.2718 loss_bbox: 0.1738 loss_giou: 0.3259 loss_ce_0: 0.4927 loss_bbox_0: 0.2959 loss_giou_0: 0.5356 loss_ce_1: 0.3755 loss_bbox_1: 0.2016 loss_giou_1: 0.38 loss_ce_2: 0.3191 loss_bbox_2: 0.1903 loss_giou_2: 0.3508 loss_ce_3: 0.2812 loss_bbox_3: 0.1783 loss_giou_3: 0.3426 loss_ce_4: 0.2706 loss_bbox_4: 0.1789 loss_giou_4: 0.333 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:22] d2.utils.events INFO: eta: 10:30:09 iter: 315559 total_loss: 5.264 loss_ce: 0.2419 loss_bbox: 0.1746 loss_giou: 0.3244 loss_ce_0: 0.4673 loss_bbox_0: 0.3033 loss_giou_0: 0.4892 loss_ce_1: 0.3509 loss_bbox_1: 0.2048 loss_giou_1: 0.3584 loss_ce_2: 0.2991 loss_bbox_2: 0.1853 loss_giou_2: 0.3341 loss_ce_3: 0.2614 loss_bbox_3: 0.1825 loss_giou_3: 0.3292 loss_ce_4: 0.2433 loss_bbox_4: 0.1707 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:28] d2.utils.events INFO: eta: 10:29:53 iter: 315579 total_loss: 5.247 loss_ce: 0.2748 loss_bbox: 0.1624 loss_giou: 0.2997 loss_ce_0: 0.4821 loss_bbox_0: 0.2758 loss_giou_0: 0.4729 loss_ce_1: 0.3743 loss_bbox_1: 0.19 loss_giou_1: 0.3507 loss_ce_2: 0.3092 loss_bbox_2: 0.1766 loss_giou_2: 0.3208 loss_ce_3: 0.29 loss_bbox_3: 0.1712 loss_giou_3: 0.3127 loss_ce_4: 0.2854 loss_bbox_4: 0.1635 loss_giou_4: 0.304 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:34] d2.utils.events INFO: eta: 10:29:57 iter: 315599 total_loss: 5.285 loss_ce: 0.2606 loss_bbox: 0.1725 loss_giou: 0.3269 loss_ce_0: 0.4743 loss_bbox_0: 0.2999 loss_giou_0: 0.5048 loss_ce_1: 0.3625 loss_bbox_1: 0.2074 loss_giou_1: 0.3715 loss_ce_2: 0.3081 loss_bbox_2: 0.1869 loss_giou_2: 0.3451 loss_ce_3: 0.2834 loss_bbox_3: 0.1791 loss_giou_3: 0.339 loss_ce_4: 0.2677 loss_bbox_4: 0.1721 loss_giou_4: 0.3308 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:39] d2.utils.events INFO: eta: 10:29:46 iter: 315619 total_loss: 5.273 loss_ce: 0.2465 loss_bbox: 0.1886 loss_giou: 0.3094 loss_ce_0: 0.4774 loss_bbox_0: 0.294 loss_giou_0: 0.4929 loss_ce_1: 0.3545 loss_bbox_1: 0.2122 loss_giou_1: 0.3609 loss_ce_2: 0.3015 loss_bbox_2: 0.1893 loss_giou_2: 0.3318 loss_ce_3: 0.274 loss_bbox_3: 0.1889 loss_giou_3: 0.3276 loss_ce_4: 0.2536 loss_bbox_4: 0.1873 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:45] d2.utils.events INFO: eta: 10:29:40 iter: 315639 total_loss: 5.221 loss_ce: 0.2534 loss_bbox: 0.1775 loss_giou: 0.323 loss_ce_0: 0.4757 loss_bbox_0: 0.2985 loss_giou_0: 0.4838 loss_ce_1: 0.3682 loss_bbox_1: 0.2113 loss_giou_1: 0.3645 loss_ce_2: 0.2919 loss_bbox_2: 0.1947 loss_giou_2: 0.3439 loss_ce_3: 0.2592 loss_bbox_3: 0.1822 loss_giou_3: 0.3299 loss_ce_4: 0.2493 loss_bbox_4: 0.174 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:51] d2.utils.events INFO: eta: 10:29:35 iter: 315659 total_loss: 5.113 loss_ce: 0.226 loss_bbox: 0.1643 loss_giou: 0.3112 loss_ce_0: 0.4521 loss_bbox_0: 0.2862 loss_giou_0: 0.4929 loss_ce_1: 0.3431 loss_bbox_1: 0.2004 loss_giou_1: 0.3655 loss_ce_2: 0.2794 loss_bbox_2: 0.1758 loss_giou_2: 0.3316 loss_ce_3: 0.2534 loss_bbox_3: 0.169 loss_giou_3: 0.3247 loss_ce_4: 0.2313 loss_bbox_4: 0.167 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:58:56] d2.utils.events INFO: eta: 10:29:20 iter: 315679 total_loss: 5.167 loss_ce: 0.2475 loss_bbox: 0.1689 loss_giou: 0.3204 loss_ce_0: 0.4639 loss_bbox_0: 0.2966 loss_giou_0: 0.4992 loss_ce_1: 0.3455 loss_bbox_1: 0.2131 loss_giou_1: 0.3621 loss_ce_2: 0.2889 loss_bbox_2: 0.1906 loss_giou_2: 0.328 loss_ce_3: 0.2588 loss_bbox_3: 0.1787 loss_giou_3: 0.3219 loss_ce_4: 0.2372 loss_bbox_4: 0.1754 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:02] d2.utils.events INFO: eta: 10:29:01 iter: 315699 total_loss: 5.166 loss_ce: 0.2521 loss_bbox: 0.1666 loss_giou: 0.3175 loss_ce_0: 0.475 loss_bbox_0: 0.2975 loss_giou_0: 0.4992 loss_ce_1: 0.3706 loss_bbox_1: 0.1921 loss_giou_1: 0.3627 loss_ce_2: 0.2946 loss_bbox_2: 0.1783 loss_giou_2: 0.3331 loss_ce_3: 0.2658 loss_bbox_3: 0.1763 loss_giou_3: 0.3254 loss_ce_4: 0.2607 loss_bbox_4: 0.1699 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:08] d2.utils.events INFO: eta: 10:28:55 iter: 315719 total_loss: 5.164 loss_ce: 0.2466 loss_bbox: 0.1646 loss_giou: 0.3046 loss_ce_0: 0.4739 loss_bbox_0: 0.3035 loss_giou_0: 0.4695 loss_ce_1: 0.3503 loss_bbox_1: 0.193 loss_giou_1: 0.3458 loss_ce_2: 0.2824 loss_bbox_2: 0.1698 loss_giou_2: 0.3228 loss_ce_3: 0.2517 loss_bbox_3: 0.1764 loss_giou_3: 0.3127 loss_ce_4: 0.2422 loss_bbox_4: 0.1705 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:13] d2.utils.events INFO: eta: 10:29:04 iter: 315739 total_loss: 5.42 loss_ce: 0.2838 loss_bbox: 0.1857 loss_giou: 0.3211 loss_ce_0: 0.5065 loss_bbox_0: 0.3106 loss_giou_0: 0.493 loss_ce_1: 0.3968 loss_bbox_1: 0.2163 loss_giou_1: 0.3719 loss_ce_2: 0.3312 loss_bbox_2: 0.1959 loss_giou_2: 0.3469 loss_ce_3: 0.3011 loss_bbox_3: 0.1927 loss_giou_3: 0.3338 loss_ce_4: 0.2849 loss_bbox_4: 0.1869 loss_giou_4: 0.321 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:19] d2.utils.events INFO: eta: 10:29:10 iter: 315759 total_loss: 5.624 loss_ce: 0.2842 loss_bbox: 0.1874 loss_giou: 0.3249 loss_ce_0: 0.5025 loss_bbox_0: 0.3273 loss_giou_0: 0.49 loss_ce_1: 0.4014 loss_bbox_1: 0.2277 loss_giou_1: 0.3724 loss_ce_2: 0.3395 loss_bbox_2: 0.1984 loss_giou_2: 0.3334 loss_ce_3: 0.2934 loss_bbox_3: 0.1937 loss_giou_3: 0.3286 loss_ce_4: 0.2908 loss_bbox_4: 0.1888 loss_giou_4: 0.3277 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:25] d2.utils.events INFO: eta: 10:29:06 iter: 315779 total_loss: 5.827 loss_ce: 0.2804 loss_bbox: 0.1798 loss_giou: 0.3654 loss_ce_0: 0.5027 loss_bbox_0: 0.2995 loss_giou_0: 0.5364 loss_ce_1: 0.3931 loss_bbox_1: 0.2162 loss_giou_1: 0.4061 loss_ce_2: 0.3278 loss_bbox_2: 0.1966 loss_giou_2: 0.3734 loss_ce_3: 0.2964 loss_bbox_3: 0.1876 loss_giou_3: 0.3674 loss_ce_4: 0.283 loss_bbox_4: 0.1831 loss_giou_4: 0.3658 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:31] d2.utils.events INFO: eta: 10:29:01 iter: 315799 total_loss: 5.678 loss_ce: 0.2816 loss_bbox: 0.1825 loss_giou: 0.3506 loss_ce_0: 0.4908 loss_bbox_0: 0.3145 loss_giou_0: 0.5233 loss_ce_1: 0.3914 loss_bbox_1: 0.2041 loss_giou_1: 0.3955 loss_ce_2: 0.3289 loss_bbox_2: 0.1877 loss_giou_2: 0.3663 loss_ce_3: 0.3012 loss_bbox_3: 0.1849 loss_giou_3: 0.3599 loss_ce_4: 0.2853 loss_bbox_4: 0.1769 loss_giou_4: 0.3528 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:36] d2.utils.events INFO: eta: 10:28:50 iter: 315819 total_loss: 5.468 loss_ce: 0.2525 loss_bbox: 0.1645 loss_giou: 0.3226 loss_ce_0: 0.4899 loss_bbox_0: 0.3003 loss_giou_0: 0.5015 loss_ce_1: 0.3676 loss_bbox_1: 0.1989 loss_giou_1: 0.3704 loss_ce_2: 0.3065 loss_bbox_2: 0.1817 loss_giou_2: 0.3396 loss_ce_3: 0.276 loss_bbox_3: 0.1722 loss_giou_3: 0.3315 loss_ce_4: 0.2599 loss_bbox_4: 0.1692 loss_giou_4: 0.3321 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:42] d2.utils.events INFO: eta: 10:28:36 iter: 315839 total_loss: 5.296 loss_ce: 0.2528 loss_bbox: 0.1644 loss_giou: 0.3119 loss_ce_0: 0.4734 loss_bbox_0: 0.2829 loss_giou_0: 0.5046 loss_ce_1: 0.3432 loss_bbox_1: 0.1952 loss_giou_1: 0.3516 loss_ce_2: 0.3065 loss_bbox_2: 0.1744 loss_giou_2: 0.3312 loss_ce_3: 0.2703 loss_bbox_3: 0.1668 loss_giou_3: 0.3214 loss_ce_4: 0.259 loss_bbox_4: 0.1639 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:48] d2.utils.events INFO: eta: 10:28:44 iter: 315859 total_loss: 5.287 loss_ce: 0.251 loss_bbox: 0.1791 loss_giou: 0.3187 loss_ce_0: 0.4703 loss_bbox_0: 0.3033 loss_giou_0: 0.4921 loss_ce_1: 0.3593 loss_bbox_1: 0.2117 loss_giou_1: 0.3637 loss_ce_2: 0.3025 loss_bbox_2: 0.1883 loss_giou_2: 0.3315 loss_ce_3: 0.2686 loss_bbox_3: 0.1875 loss_giou_3: 0.3241 loss_ce_4: 0.255 loss_bbox_4: 0.1813 loss_giou_4: 0.3171 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:53] d2.utils.events INFO: eta: 10:28:53 iter: 315879 total_loss: 5.226 loss_ce: 0.2397 loss_bbox: 0.1784 loss_giou: 0.3122 loss_ce_0: 0.4905 loss_bbox_0: 0.2937 loss_giou_0: 0.496 loss_ce_1: 0.3736 loss_bbox_1: 0.1985 loss_giou_1: 0.3562 loss_ce_2: 0.2971 loss_bbox_2: 0.1855 loss_giou_2: 0.3358 loss_ce_3: 0.262 loss_bbox_3: 0.1798 loss_giou_3: 0.3268 loss_ce_4: 0.2547 loss_bbox_4: 0.1785 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 14:59:59] d2.utils.events INFO: eta: 10:28:58 iter: 315899 total_loss: 5.379 loss_ce: 0.2556 loss_bbox: 0.1583 loss_giou: 0.3208 loss_ce_0: 0.4725 loss_bbox_0: 0.2641 loss_giou_0: 0.4871 loss_ce_1: 0.3618 loss_bbox_1: 0.1839 loss_giou_1: 0.3667 loss_ce_2: 0.3033 loss_bbox_2: 0.1654 loss_giou_2: 0.3433 loss_ce_3: 0.2717 loss_bbox_3: 0.1636 loss_giou_3: 0.3339 loss_ce_4: 0.2615 loss_bbox_4: 0.16 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:05] d2.utils.events INFO: eta: 10:28:56 iter: 315919 total_loss: 5.604 loss_ce: 0.2984 loss_bbox: 0.1645 loss_giou: 0.3328 loss_ce_0: 0.4961 loss_bbox_0: 0.2953 loss_giou_0: 0.5006 loss_ce_1: 0.3941 loss_bbox_1: 0.2003 loss_giou_1: 0.3756 loss_ce_2: 0.332 loss_bbox_2: 0.1829 loss_giou_2: 0.355 loss_ce_3: 0.3048 loss_bbox_3: 0.1671 loss_giou_3: 0.3408 loss_ce_4: 0.301 loss_bbox_4: 0.1666 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:10] d2.utils.events INFO: eta: 10:28:47 iter: 315939 total_loss: 5.539 loss_ce: 0.2702 loss_bbox: 0.1823 loss_giou: 0.3386 loss_ce_0: 0.4893 loss_bbox_0: 0.3119 loss_giou_0: 0.5048 loss_ce_1: 0.3893 loss_bbox_1: 0.2184 loss_giou_1: 0.3832 loss_ce_2: 0.323 loss_bbox_2: 0.1973 loss_giou_2: 0.3577 loss_ce_3: 0.292 loss_bbox_3: 0.1871 loss_giou_3: 0.3429 loss_ce_4: 0.2709 loss_bbox_4: 0.1818 loss_giou_4: 0.3373 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:16] d2.utils.events INFO: eta: 10:28:42 iter: 315959 total_loss: 5.494 loss_ce: 0.2583 loss_bbox: 0.172 loss_giou: 0.3177 loss_ce_0: 0.4741 loss_bbox_0: 0.3065 loss_giou_0: 0.5038 loss_ce_1: 0.37 loss_bbox_1: 0.2095 loss_giou_1: 0.3672 loss_ce_2: 0.3067 loss_bbox_2: 0.1867 loss_giou_2: 0.3357 loss_ce_3: 0.2707 loss_bbox_3: 0.1788 loss_giou_3: 0.3287 loss_ce_4: 0.2566 loss_bbox_4: 0.1757 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:22] d2.utils.events INFO: eta: 10:28:33 iter: 315979 total_loss: 5.273 loss_ce: 0.2477 loss_bbox: 0.1601 loss_giou: 0.3251 loss_ce_0: 0.4492 loss_bbox_0: 0.2901 loss_giou_0: 0.4977 loss_ce_1: 0.3394 loss_bbox_1: 0.1982 loss_giou_1: 0.3663 loss_ce_2: 0.2773 loss_bbox_2: 0.1703 loss_giou_2: 0.3508 loss_ce_3: 0.2569 loss_bbox_3: 0.1677 loss_giou_3: 0.3385 loss_ce_4: 0.2514 loss_bbox_4: 0.1635 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:27] d2.utils.events INFO: eta: 10:28:28 iter: 315999 total_loss: 5.198 loss_ce: 0.2434 loss_bbox: 0.1764 loss_giou: 0.3177 loss_ce_0: 0.4722 loss_bbox_0: 0.3049 loss_giou_0: 0.4966 loss_ce_1: 0.3681 loss_bbox_1: 0.2066 loss_giou_1: 0.3553 loss_ce_2: 0.2951 loss_bbox_2: 0.1929 loss_giou_2: 0.3342 loss_ce_3: 0.2659 loss_bbox_3: 0.1868 loss_giou_3: 0.3275 loss_ce_4: 0.2498 loss_bbox_4: 0.1814 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:33] d2.utils.events INFO: eta: 10:28:35 iter: 316019 total_loss: 5.513 loss_ce: 0.2647 loss_bbox: 0.1914 loss_giou: 0.3121 loss_ce_0: 0.5048 loss_bbox_0: 0.3078 loss_giou_0: 0.501 loss_ce_1: 0.3733 loss_bbox_1: 0.2219 loss_giou_1: 0.3633 loss_ce_2: 0.3128 loss_bbox_2: 0.1998 loss_giou_2: 0.3291 loss_ce_3: 0.2782 loss_bbox_3: 0.1963 loss_giou_3: 0.3187 loss_ce_4: 0.2677 loss_bbox_4: 0.1921 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:39] d2.utils.events INFO: eta: 10:28:28 iter: 316039 total_loss: 5.405 loss_ce: 0.2718 loss_bbox: 0.1789 loss_giou: 0.3363 loss_ce_0: 0.4976 loss_bbox_0: 0.2997 loss_giou_0: 0.5218 loss_ce_1: 0.3835 loss_bbox_1: 0.2126 loss_giou_1: 0.3802 loss_ce_2: 0.3264 loss_bbox_2: 0.1927 loss_giou_2: 0.3524 loss_ce_3: 0.2868 loss_bbox_3: 0.1811 loss_giou_3: 0.3424 loss_ce_4: 0.2733 loss_bbox_4: 0.1819 loss_giou_4: 0.3425 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:45] d2.utils.events INFO: eta: 10:28:13 iter: 316059 total_loss: 5.628 loss_ce: 0.2788 loss_bbox: 0.1678 loss_giou: 0.3321 loss_ce_0: 0.4889 loss_bbox_0: 0.2992 loss_giou_0: 0.5156 loss_ce_1: 0.3817 loss_bbox_1: 0.1991 loss_giou_1: 0.3903 loss_ce_2: 0.3185 loss_bbox_2: 0.1797 loss_giou_2: 0.3587 loss_ce_3: 0.286 loss_bbox_3: 0.1732 loss_giou_3: 0.3398 loss_ce_4: 0.274 loss_bbox_4: 0.1725 loss_giou_4: 0.3365 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:50] d2.utils.events INFO: eta: 10:28:10 iter: 316079 total_loss: 5.542 loss_ce: 0.2756 loss_bbox: 0.1811 loss_giou: 0.3383 loss_ce_0: 0.4924 loss_bbox_0: 0.3056 loss_giou_0: 0.4933 loss_ce_1: 0.3829 loss_bbox_1: 0.2129 loss_giou_1: 0.3645 loss_ce_2: 0.3253 loss_bbox_2: 0.1894 loss_giou_2: 0.3478 loss_ce_3: 0.2891 loss_bbox_3: 0.183 loss_giou_3: 0.3373 loss_ce_4: 0.2737 loss_bbox_4: 0.1809 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 15:00:56] d2.utils.events INFO: eta: 10:28:05 iter: 316099 total_loss: 5.209 loss_ce: 0.2369 loss_bbox: 0.1651 loss_giou: 0.3223 loss_ce_0: 0.487 loss_bbox_0: 0.2783 loss_giou_0: 0.4955 loss_ce_1: 0.3665 loss_bbox_1: 0.193 loss_giou_1: 0.359 loss_ce_2: 0.2933 loss_bbox_2: 0.1732 loss_giou_2: 0.3305 loss_ce_3: 0.2574 loss_bbox_3: 0.1702 loss_giou_3: 0.3296 loss_ce_4: 0.2485 loss_bbox_4: 0.1663 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:02] d2.utils.events INFO: eta: 10:27:53 iter: 316119 total_loss: 5.302 loss_ce: 0.2603 loss_bbox: 0.1752 loss_giou: 0.3293 loss_ce_0: 0.4793 loss_bbox_0: 0.2896 loss_giou_0: 0.5086 loss_ce_1: 0.3598 loss_bbox_1: 0.2055 loss_giou_1: 0.3692 loss_ce_2: 0.3064 loss_bbox_2: 0.1841 loss_giou_2: 0.3497 loss_ce_3: 0.2697 loss_bbox_3: 0.1773 loss_giou_3: 0.3399 loss_ce_4: 0.257 loss_bbox_4: 0.1767 loss_giou_4: 0.3344 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:07] d2.utils.events INFO: eta: 10:27:47 iter: 316139 total_loss: 5.676 loss_ce: 0.272 loss_bbox: 0.1757 loss_giou: 0.3436 loss_ce_0: 0.4932 loss_bbox_0: 0.3079 loss_giou_0: 0.5575 loss_ce_1: 0.3897 loss_bbox_1: 0.2138 loss_giou_1: 0.4122 loss_ce_2: 0.3255 loss_bbox_2: 0.184 loss_giou_2: 0.3729 loss_ce_3: 0.2998 loss_bbox_3: 0.1831 loss_giou_3: 0.3559 loss_ce_4: 0.2801 loss_bbox_4: 0.1782 loss_giou_4: 0.3474 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:13] d2.utils.events INFO: eta: 10:28:00 iter: 316159 total_loss: 5.312 loss_ce: 0.2648 loss_bbox: 0.176 loss_giou: 0.3097 loss_ce_0: 0.4619 loss_bbox_0: 0.3008 loss_giou_0: 0.4826 loss_ce_1: 0.3591 loss_bbox_1: 0.202 loss_giou_1: 0.3417 loss_ce_2: 0.3017 loss_bbox_2: 0.1852 loss_giou_2: 0.3208 loss_ce_3: 0.2741 loss_bbox_3: 0.1782 loss_giou_3: 0.3093 loss_ce_4: 0.2589 loss_bbox_4: 0.1758 loss_giou_4: 0.3104 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:19] d2.utils.events INFO: eta: 10:27:48 iter: 316179 total_loss: 5.525 loss_ce: 0.26 loss_bbox: 0.1865 loss_giou: 0.3254 loss_ce_0: 0.4718 loss_bbox_0: 0.3104 loss_giou_0: 0.4977 loss_ce_1: 0.361 loss_bbox_1: 0.2075 loss_giou_1: 0.3718 loss_ce_2: 0.3149 loss_bbox_2: 0.192 loss_giou_2: 0.3452 loss_ce_3: 0.2728 loss_bbox_3: 0.1927 loss_giou_3: 0.3378 loss_ce_4: 0.2637 loss_bbox_4: 0.1861 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:24] d2.utils.events INFO: eta: 10:27:32 iter: 316199 total_loss: 5.09 loss_ce: 0.254 loss_bbox: 0.1558 loss_giou: 0.3061 loss_ce_0: 0.4634 loss_bbox_0: 0.2756 loss_giou_0: 0.4848 loss_ce_1: 0.3624 loss_bbox_1: 0.1937 loss_giou_1: 0.352 loss_ce_2: 0.299 loss_bbox_2: 0.1654 loss_giou_2: 0.3302 loss_ce_3: 0.2732 loss_bbox_3: 0.162 loss_giou_3: 0.3191 loss_ce_4: 0.2541 loss_bbox_4: 0.1584 loss_giou_4: 0.3098 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:30] d2.utils.events INFO: eta: 10:27:25 iter: 316219 total_loss: 5.296 loss_ce: 0.2495 loss_bbox: 0.174 loss_giou: 0.3239 loss_ce_0: 0.473 loss_bbox_0: 0.2999 loss_giou_0: 0.5007 loss_ce_1: 0.3749 loss_bbox_1: 0.2025 loss_giou_1: 0.3794 loss_ce_2: 0.3139 loss_bbox_2: 0.1857 loss_giou_2: 0.3465 loss_ce_3: 0.275 loss_bbox_3: 0.1789 loss_giou_3: 0.3361 loss_ce_4: 0.2493 loss_bbox_4: 0.1742 loss_giou_4: 0.328 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:36] d2.utils.events INFO: eta: 10:27:21 iter: 316239 total_loss: 5.491 loss_ce: 0.2722 loss_bbox: 0.1651 loss_giou: 0.335 loss_ce_0: 0.4844 loss_bbox_0: 0.2799 loss_giou_0: 0.5263 loss_ce_1: 0.3763 loss_bbox_1: 0.2013 loss_giou_1: 0.3922 loss_ce_2: 0.3126 loss_bbox_2: 0.1836 loss_giou_2: 0.3616 loss_ce_3: 0.2823 loss_bbox_3: 0.1733 loss_giou_3: 0.3478 loss_ce_4: 0.2653 loss_bbox_4: 0.1711 loss_giou_4: 0.3451 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:41] d2.utils.events INFO: eta: 10:27:32 iter: 316259 total_loss: 5.403 loss_ce: 0.2609 loss_bbox: 0.1638 loss_giou: 0.3167 loss_ce_0: 0.4628 loss_bbox_0: 0.2896 loss_giou_0: 0.489 loss_ce_1: 0.3638 loss_bbox_1: 0.1991 loss_giou_1: 0.365 loss_ce_2: 0.3083 loss_bbox_2: 0.1805 loss_giou_2: 0.3402 loss_ce_3: 0.2795 loss_bbox_3: 0.1705 loss_giou_3: 0.3294 loss_ce_4: 0.2631 loss_bbox_4: 0.1666 loss_giou_4: 0.3232 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:47] d2.utils.events INFO: eta: 10:27:26 iter: 316279 total_loss: 5.263 loss_ce: 0.2516 loss_bbox: 0.1819 loss_giou: 0.3184 loss_ce_0: 0.477 loss_bbox_0: 0.2892 loss_giou_0: 0.4957 loss_ce_1: 0.3597 loss_bbox_1: 0.2056 loss_giou_1: 0.3675 loss_ce_2: 0.3019 loss_bbox_2: 0.1881 loss_giou_2: 0.3402 loss_ce_3: 0.2718 loss_bbox_3: 0.1799 loss_giou_3: 0.3269 loss_ce_4: 0.2581 loss_bbox_4: 0.1856 loss_giou_4: 0.3195 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:53] d2.utils.events INFO: eta: 10:27:32 iter: 316299 total_loss: 5.271 loss_ce: 0.249 loss_bbox: 0.1732 loss_giou: 0.3188 loss_ce_0: 0.4706 loss_bbox_0: 0.3051 loss_giou_0: 0.4982 loss_ce_1: 0.3538 loss_bbox_1: 0.2071 loss_giou_1: 0.3782 loss_ce_2: 0.2957 loss_bbox_2: 0.1869 loss_giou_2: 0.3411 loss_ce_3: 0.2607 loss_bbox_3: 0.1798 loss_giou_3: 0.3268 loss_ce_4: 0.246 loss_bbox_4: 0.1745 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 15:01:58] d2.utils.events INFO: eta: 10:27:29 iter: 316319 total_loss: 5.075 loss_ce: 0.2317 loss_bbox: 0.1725 loss_giou: 0.2934 loss_ce_0: 0.4641 loss_bbox_0: 0.2883 loss_giou_0: 0.4569 loss_ce_1: 0.3523 loss_bbox_1: 0.2082 loss_giou_1: 0.3417 loss_ce_2: 0.2914 loss_bbox_2: 0.1826 loss_giou_2: 0.3161 loss_ce_3: 0.2591 loss_bbox_3: 0.1799 loss_giou_3: 0.3036 loss_ce_4: 0.2372 loss_bbox_4: 0.1755 loss_giou_4: 0.2931 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:04] d2.utils.events INFO: eta: 10:27:14 iter: 316339 total_loss: 5.485 loss_ce: 0.2703 loss_bbox: 0.1668 loss_giou: 0.329 loss_ce_0: 0.4849 loss_bbox_0: 0.2975 loss_giou_0: 0.5106 loss_ce_1: 0.3751 loss_bbox_1: 0.2109 loss_giou_1: 0.3819 loss_ce_2: 0.3156 loss_bbox_2: 0.1871 loss_giou_2: 0.3507 loss_ce_3: 0.2823 loss_bbox_3: 0.1785 loss_giou_3: 0.3409 loss_ce_4: 0.2712 loss_bbox_4: 0.1695 loss_giou_4: 0.3396 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:10] d2.utils.events INFO: eta: 10:26:59 iter: 316359 total_loss: 4.819 loss_ce: 0.2243 loss_bbox: 0.1525 loss_giou: 0.289 loss_ce_0: 0.454 loss_bbox_0: 0.2782 loss_giou_0: 0.4902 loss_ce_1: 0.3399 loss_bbox_1: 0.1834 loss_giou_1: 0.3447 loss_ce_2: 0.2623 loss_bbox_2: 0.166 loss_giou_2: 0.3085 loss_ce_3: 0.2371 loss_bbox_3: 0.1599 loss_giou_3: 0.297 loss_ce_4: 0.226 loss_bbox_4: 0.1564 loss_giou_4: 0.2908 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:16] d2.utils.events INFO: eta: 10:27:01 iter: 316379 total_loss: 5.72 loss_ce: 0.2721 loss_bbox: 0.1814 loss_giou: 0.3255 loss_ce_0: 0.483 loss_bbox_0: 0.3132 loss_giou_0: 0.4983 loss_ce_1: 0.3857 loss_bbox_1: 0.2215 loss_giou_1: 0.3746 loss_ce_2: 0.3259 loss_bbox_2: 0.1943 loss_giou_2: 0.3442 loss_ce_3: 0.2835 loss_bbox_3: 0.185 loss_giou_3: 0.3335 loss_ce_4: 0.2724 loss_bbox_4: 0.1817 loss_giou_4: 0.3251 time: 0.2799 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:21] d2.utils.events INFO: eta: 10:26:45 iter: 316399 total_loss: 5.14 loss_ce: 0.2561 loss_bbox: 0.1554 loss_giou: 0.3171 loss_ce_0: 0.4819 loss_bbox_0: 0.2801 loss_giou_0: 0.4924 loss_ce_1: 0.3626 loss_bbox_1: 0.1894 loss_giou_1: 0.3763 loss_ce_2: 0.3041 loss_bbox_2: 0.1662 loss_giou_2: 0.3409 loss_ce_3: 0.2748 loss_bbox_3: 0.1638 loss_giou_3: 0.3337 loss_ce_4: 0.2532 loss_bbox_4: 0.1608 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:27] d2.utils.events INFO: eta: 10:26:42 iter: 316419 total_loss: 5.301 loss_ce: 0.2619 loss_bbox: 0.1848 loss_giou: 0.3132 loss_ce_0: 0.4881 loss_bbox_0: 0.3259 loss_giou_0: 0.4887 loss_ce_1: 0.3891 loss_bbox_1: 0.2276 loss_giou_1: 0.3617 loss_ce_2: 0.3165 loss_bbox_2: 0.2018 loss_giou_2: 0.3292 loss_ce_3: 0.2878 loss_bbox_3: 0.1904 loss_giou_3: 0.3206 loss_ce_4: 0.2587 loss_bbox_4: 0.1865 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:33] d2.utils.events INFO: eta: 10:26:29 iter: 316439 total_loss: 5.418 loss_ce: 0.2839 loss_bbox: 0.1604 loss_giou: 0.3429 loss_ce_0: 0.4638 loss_bbox_0: 0.2754 loss_giou_0: 0.527 loss_ce_1: 0.3644 loss_bbox_1: 0.1868 loss_giou_1: 0.402 loss_ce_2: 0.3111 loss_bbox_2: 0.1718 loss_giou_2: 0.3726 loss_ce_3: 0.2826 loss_bbox_3: 0.1719 loss_giou_3: 0.3662 loss_ce_4: 0.2829 loss_bbox_4: 0.165 loss_giou_4: 0.35 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:38] d2.utils.events INFO: eta: 10:26:35 iter: 316459 total_loss: 5.333 loss_ce: 0.259 loss_bbox: 0.1698 loss_giou: 0.3173 loss_ce_0: 0.4775 loss_bbox_0: 0.2861 loss_giou_0: 0.5157 loss_ce_1: 0.3677 loss_bbox_1: 0.2 loss_giou_1: 0.3736 loss_ce_2: 0.3008 loss_bbox_2: 0.1792 loss_giou_2: 0.3471 loss_ce_3: 0.279 loss_bbox_3: 0.1756 loss_giou_3: 0.3272 loss_ce_4: 0.259 loss_bbox_4: 0.1702 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:44] d2.utils.events INFO: eta: 10:26:30 iter: 316479 total_loss: 4.9 loss_ce: 0.2265 loss_bbox: 0.1607 loss_giou: 0.2962 loss_ce_0: 0.4525 loss_bbox_0: 0.2817 loss_giou_0: 0.4489 loss_ce_1: 0.3441 loss_bbox_1: 0.1931 loss_giou_1: 0.3331 loss_ce_2: 0.2898 loss_bbox_2: 0.1698 loss_giou_2: 0.3114 loss_ce_3: 0.2471 loss_bbox_3: 0.1705 loss_giou_3: 0.3045 loss_ce_4: 0.2303 loss_bbox_4: 0.1647 loss_giou_4: 0.2955 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:50] d2.utils.events INFO: eta: 10:26:29 iter: 316499 total_loss: 5.471 loss_ce: 0.2722 loss_bbox: 0.1752 loss_giou: 0.3471 loss_ce_0: 0.4834 loss_bbox_0: 0.3039 loss_giou_0: 0.526 loss_ce_1: 0.383 loss_bbox_1: 0.2029 loss_giou_1: 0.3853 loss_ce_2: 0.3198 loss_bbox_2: 0.1843 loss_giou_2: 0.3592 loss_ce_3: 0.2812 loss_bbox_3: 0.1759 loss_giou_3: 0.3579 loss_ce_4: 0.2766 loss_bbox_4: 0.177 loss_giou_4: 0.3531 time: 0.2799 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 15:02:55] d2.utils.events INFO: eta: 10:26:22 iter: 316519 total_loss: 5.412 loss_ce: 0.262 loss_bbox: 0.1704 loss_giou: 0.3355 loss_ce_0: 0.4682 loss_bbox_0: 0.2895 loss_giou_0: 0.5273 loss_ce_1: 0.3698 loss_bbox_1: 0.205 loss_giou_1: 0.386 loss_ce_2: 0.3092 loss_bbox_2: 0.1801 loss_giou_2: 0.3531 loss_ce_3: 0.2752 loss_bbox_3: 0.1764 loss_giou_3: 0.3424 loss_ce_4: 0.2658 loss_bbox_4: 0.1726 loss_giou_4: 0.3357 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:01] d2.utils.events INFO: eta: 10:26:16 iter: 316539 total_loss: 5.169 loss_ce: 0.2653 loss_bbox: 0.1683 loss_giou: 0.3057 loss_ce_0: 0.4818 loss_bbox_0: 0.2901 loss_giou_0: 0.4912 loss_ce_1: 0.3607 loss_bbox_1: 0.1988 loss_giou_1: 0.3585 loss_ce_2: 0.3032 loss_bbox_2: 0.1838 loss_giou_2: 0.3343 loss_ce_3: 0.2788 loss_bbox_3: 0.1714 loss_giou_3: 0.3208 loss_ce_4: 0.268 loss_bbox_4: 0.174 loss_giou_4: 0.31 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:07] d2.utils.events INFO: eta: 10:26:16 iter: 316559 total_loss: 5.557 loss_ce: 0.2765 loss_bbox: 0.1731 loss_giou: 0.3257 loss_ce_0: 0.4864 loss_bbox_0: 0.2932 loss_giou_0: 0.5123 loss_ce_1: 0.387 loss_bbox_1: 0.1998 loss_giou_1: 0.3808 loss_ce_2: 0.3204 loss_bbox_2: 0.1842 loss_giou_2: 0.3436 loss_ce_3: 0.298 loss_bbox_3: 0.181 loss_giou_3: 0.3342 loss_ce_4: 0.2778 loss_bbox_4: 0.1743 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:13] d2.utils.events INFO: eta: 10:26:14 iter: 316579 total_loss: 5.519 loss_ce: 0.2851 loss_bbox: 0.1738 loss_giou: 0.3391 loss_ce_0: 0.4873 loss_bbox_0: 0.2955 loss_giou_0: 0.5108 loss_ce_1: 0.3979 loss_bbox_1: 0.2068 loss_giou_1: 0.3829 loss_ce_2: 0.3403 loss_bbox_2: 0.1921 loss_giou_2: 0.3462 loss_ce_3: 0.3005 loss_bbox_3: 0.1873 loss_giou_3: 0.34 loss_ce_4: 0.2822 loss_bbox_4: 0.182 loss_giou_4: 0.3401 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:18] d2.utils.events INFO: eta: 10:26:01 iter: 316599 total_loss: 5.556 loss_ce: 0.2676 loss_bbox: 0.1868 loss_giou: 0.3299 loss_ce_0: 0.4643 loss_bbox_0: 0.3199 loss_giou_0: 0.5133 loss_ce_1: 0.3704 loss_bbox_1: 0.2204 loss_giou_1: 0.3774 loss_ce_2: 0.3152 loss_bbox_2: 0.1982 loss_giou_2: 0.3527 loss_ce_3: 0.2751 loss_bbox_3: 0.1894 loss_giou_3: 0.3389 loss_ce_4: 0.2727 loss_bbox_4: 0.1901 loss_giou_4: 0.3335 time: 0.2799 data_time: 0.0352 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:24] d2.utils.events INFO: eta: 10:25:51 iter: 316619 total_loss: 5.588 loss_ce: 0.2727 loss_bbox: 0.1779 loss_giou: 0.3328 loss_ce_0: 0.4801 loss_bbox_0: 0.2995 loss_giou_0: 0.5068 loss_ce_1: 0.3817 loss_bbox_1: 0.2018 loss_giou_1: 0.3785 loss_ce_2: 0.3224 loss_bbox_2: 0.1889 loss_giou_2: 0.3506 loss_ce_3: 0.2826 loss_bbox_3: 0.1828 loss_giou_3: 0.3432 loss_ce_4: 0.272 loss_bbox_4: 0.1805 loss_giou_4: 0.3395 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:30] d2.utils.events INFO: eta: 10:25:43 iter: 316639 total_loss: 4.945 loss_ce: 0.2329 loss_bbox: 0.1635 loss_giou: 0.3056 loss_ce_0: 0.4554 loss_bbox_0: 0.291 loss_giou_0: 0.4888 loss_ce_1: 0.3438 loss_bbox_1: 0.1954 loss_giou_1: 0.3506 loss_ce_2: 0.2895 loss_bbox_2: 0.1743 loss_giou_2: 0.3237 loss_ce_3: 0.2604 loss_bbox_3: 0.1691 loss_giou_3: 0.3122 loss_ce_4: 0.2403 loss_bbox_4: 0.164 loss_giou_4: 0.309 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:35] d2.utils.events INFO: eta: 10:25:46 iter: 316659 total_loss: 5.57 loss_ce: 0.2632 loss_bbox: 0.1696 loss_giou: 0.3356 loss_ce_0: 0.4889 loss_bbox_0: 0.2906 loss_giou_0: 0.5301 loss_ce_1: 0.379 loss_bbox_1: 0.1989 loss_giou_1: 0.3999 loss_ce_2: 0.3145 loss_bbox_2: 0.1802 loss_giou_2: 0.3574 loss_ce_3: 0.2771 loss_bbox_3: 0.1806 loss_giou_3: 0.3506 loss_ce_4: 0.2617 loss_bbox_4: 0.1749 loss_giou_4: 0.3381 time: 0.2799 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:41] d2.utils.events INFO: eta: 10:25:40 iter: 316679 total_loss: 5.306 loss_ce: 0.2459 loss_bbox: 0.164 loss_giou: 0.3228 loss_ce_0: 0.4924 loss_bbox_0: 0.298 loss_giou_0: 0.4722 loss_ce_1: 0.3743 loss_bbox_1: 0.1949 loss_giou_1: 0.3784 loss_ce_2: 0.3176 loss_bbox_2: 0.1745 loss_giou_2: 0.3342 loss_ce_3: 0.2705 loss_bbox_3: 0.1702 loss_giou_3: 0.3268 loss_ce_4: 0.2446 loss_bbox_4: 0.1666 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:47] d2.utils.events INFO: eta: 10:25:36 iter: 316699 total_loss: 5.552 loss_ce: 0.2517 loss_bbox: 0.1763 loss_giou: 0.3343 loss_ce_0: 0.4881 loss_bbox_0: 0.3098 loss_giou_0: 0.5171 loss_ce_1: 0.3847 loss_bbox_1: 0.2098 loss_giou_1: 0.3905 loss_ce_2: 0.3113 loss_bbox_2: 0.1911 loss_giou_2: 0.3553 loss_ce_3: 0.2827 loss_bbox_3: 0.1852 loss_giou_3: 0.3427 loss_ce_4: 0.2574 loss_bbox_4: 0.1801 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:52] d2.utils.events INFO: eta: 10:25:29 iter: 316719 total_loss: 5.234 loss_ce: 0.2478 loss_bbox: 0.1682 loss_giou: 0.3075 loss_ce_0: 0.4714 loss_bbox_0: 0.284 loss_giou_0: 0.4792 loss_ce_1: 0.363 loss_bbox_1: 0.1993 loss_giou_1: 0.3572 loss_ce_2: 0.3125 loss_bbox_2: 0.1838 loss_giou_2: 0.3266 loss_ce_3: 0.2699 loss_bbox_3: 0.1766 loss_giou_3: 0.3165 loss_ce_4: 0.2658 loss_bbox_4: 0.1734 loss_giou_4: 0.3091 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 15:03:58] d2.utils.events INFO: eta: 10:25:20 iter: 316739 total_loss: 5.354 loss_ce: 0.2596 loss_bbox: 0.1754 loss_giou: 0.2984 loss_ce_0: 0.4843 loss_bbox_0: 0.2957 loss_giou_0: 0.5087 loss_ce_1: 0.3791 loss_bbox_1: 0.2103 loss_giou_1: 0.3594 loss_ce_2: 0.3327 loss_bbox_2: 0.188 loss_giou_2: 0.3245 loss_ce_3: 0.2786 loss_bbox_3: 0.1822 loss_giou_3: 0.3175 loss_ce_4: 0.2621 loss_bbox_4: 0.1748 loss_giou_4: 0.307 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:04] d2.utils.events INFO: eta: 10:25:12 iter: 316759 total_loss: 5.455 loss_ce: 0.2453 loss_bbox: 0.1711 loss_giou: 0.3473 loss_ce_0: 0.4663 loss_bbox_0: 0.2967 loss_giou_0: 0.5334 loss_ce_1: 0.362 loss_bbox_1: 0.2021 loss_giou_1: 0.3924 loss_ce_2: 0.2994 loss_bbox_2: 0.1825 loss_giou_2: 0.3649 loss_ce_3: 0.2642 loss_bbox_3: 0.1772 loss_giou_3: 0.3579 loss_ce_4: 0.2602 loss_bbox_4: 0.1721 loss_giou_4: 0.3492 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:09] d2.utils.events INFO: eta: 10:25:03 iter: 316779 total_loss: 5.541 loss_ce: 0.2623 loss_bbox: 0.1883 loss_giou: 0.32 loss_ce_0: 0.493 loss_bbox_0: 0.3232 loss_giou_0: 0.4761 loss_ce_1: 0.3808 loss_bbox_1: 0.225 loss_giou_1: 0.352 loss_ce_2: 0.3209 loss_bbox_2: 0.1992 loss_giou_2: 0.3363 loss_ce_3: 0.2844 loss_bbox_3: 0.1978 loss_giou_3: 0.3356 loss_ce_4: 0.2658 loss_bbox_4: 0.1914 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:15] d2.utils.events INFO: eta: 10:24:55 iter: 316799 total_loss: 5.476 loss_ce: 0.2489 loss_bbox: 0.1729 loss_giou: 0.34 loss_ce_0: 0.4828 loss_bbox_0: 0.3064 loss_giou_0: 0.5283 loss_ce_1: 0.3777 loss_bbox_1: 0.2077 loss_giou_1: 0.3992 loss_ce_2: 0.2993 loss_bbox_2: 0.1916 loss_giou_2: 0.3654 loss_ce_3: 0.2661 loss_bbox_3: 0.1838 loss_giou_3: 0.3495 loss_ce_4: 0.2546 loss_bbox_4: 0.1797 loss_giou_4: 0.3484 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:21] d2.utils.events INFO: eta: 10:24:55 iter: 316819 total_loss: 5.447 loss_ce: 0.2505 loss_bbox: 0.1632 loss_giou: 0.328 loss_ce_0: 0.4836 loss_bbox_0: 0.2926 loss_giou_0: 0.5245 loss_ce_1: 0.3773 loss_bbox_1: 0.2048 loss_giou_1: 0.3788 loss_ce_2: 0.3023 loss_bbox_2: 0.1842 loss_giou_2: 0.3485 loss_ce_3: 0.2783 loss_bbox_3: 0.1794 loss_giou_3: 0.3393 loss_ce_4: 0.2565 loss_bbox_4: 0.1692 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:26] d2.utils.events INFO: eta: 10:24:47 iter: 316839 total_loss: 5.402 loss_ce: 0.2612 loss_bbox: 0.1685 loss_giou: 0.3101 loss_ce_0: 0.4717 loss_bbox_0: 0.2922 loss_giou_0: 0.4872 loss_ce_1: 0.3602 loss_bbox_1: 0.1971 loss_giou_1: 0.3545 loss_ce_2: 0.3066 loss_bbox_2: 0.1823 loss_giou_2: 0.3278 loss_ce_3: 0.2856 loss_bbox_3: 0.1758 loss_giou_3: 0.323 loss_ce_4: 0.2673 loss_bbox_4: 0.1733 loss_giou_4: 0.3105 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:32] d2.utils.events INFO: eta: 10:24:37 iter: 316859 total_loss: 5.573 loss_ce: 0.2675 loss_bbox: 0.1731 loss_giou: 0.3478 loss_ce_0: 0.4663 loss_bbox_0: 0.2947 loss_giou_0: 0.5271 loss_ce_1: 0.3622 loss_bbox_1: 0.2 loss_giou_1: 0.3935 loss_ce_2: 0.3032 loss_bbox_2: 0.1863 loss_giou_2: 0.3697 loss_ce_3: 0.2636 loss_bbox_3: 0.1805 loss_giou_3: 0.3545 loss_ce_4: 0.2673 loss_bbox_4: 0.1752 loss_giou_4: 0.3442 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:38] d2.utils.events INFO: eta: 10:24:15 iter: 316879 total_loss: 5.623 loss_ce: 0.2844 loss_bbox: 0.167 loss_giou: 0.3321 loss_ce_0: 0.4954 loss_bbox_0: 0.2859 loss_giou_0: 0.5049 loss_ce_1: 0.3897 loss_bbox_1: 0.2041 loss_giou_1: 0.3803 loss_ce_2: 0.3392 loss_bbox_2: 0.1838 loss_giou_2: 0.3503 loss_ce_3: 0.2994 loss_bbox_3: 0.1717 loss_giou_3: 0.341 loss_ce_4: 0.2886 loss_bbox_4: 0.1721 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:44] d2.utils.events INFO: eta: 10:24:13 iter: 316899 total_loss: 5.259 loss_ce: 0.2491 loss_bbox: 0.1621 loss_giou: 0.3252 loss_ce_0: 0.4679 loss_bbox_0: 0.2906 loss_giou_0: 0.5166 loss_ce_1: 0.3539 loss_bbox_1: 0.1951 loss_giou_1: 0.3824 loss_ce_2: 0.3089 loss_bbox_2: 0.176 loss_giou_2: 0.3459 loss_ce_3: 0.2631 loss_bbox_3: 0.1691 loss_giou_3: 0.3349 loss_ce_4: 0.2427 loss_bbox_4: 0.1656 loss_giou_4: 0.3321 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:49] d2.utils.events INFO: eta: 10:23:58 iter: 316919 total_loss: 5.038 loss_ce: 0.2457 loss_bbox: 0.1607 loss_giou: 0.3009 loss_ce_0: 0.4761 loss_bbox_0: 0.2805 loss_giou_0: 0.4703 loss_ce_1: 0.3533 loss_bbox_1: 0.1916 loss_giou_1: 0.3417 loss_ce_2: 0.2929 loss_bbox_2: 0.177 loss_giou_2: 0.3152 loss_ce_3: 0.2725 loss_bbox_3: 0.1684 loss_giou_3: 0.3048 loss_ce_4: 0.2496 loss_bbox_4: 0.1719 loss_giou_4: 0.305 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 15:04:55] d2.utils.events INFO: eta: 10:23:52 iter: 316939 total_loss: 5.423 loss_ce: 0.2684 loss_bbox: 0.1716 loss_giou: 0.3229 loss_ce_0: 0.477 loss_bbox_0: 0.2847 loss_giou_0: 0.5068 loss_ce_1: 0.3799 loss_bbox_1: 0.2016 loss_giou_1: 0.3757 loss_ce_2: 0.3083 loss_bbox_2: 0.1872 loss_giou_2: 0.3442 loss_ce_3: 0.287 loss_bbox_3: 0.181 loss_giou_3: 0.335 loss_ce_4: 0.2701 loss_bbox_4: 0.176 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:01] d2.utils.events INFO: eta: 10:23:50 iter: 316959 total_loss: 5.172 loss_ce: 0.255 loss_bbox: 0.1644 loss_giou: 0.308 loss_ce_0: 0.4721 loss_bbox_0: 0.2843 loss_giou_0: 0.4644 loss_ce_1: 0.3772 loss_bbox_1: 0.1981 loss_giou_1: 0.3536 loss_ce_2: 0.3066 loss_bbox_2: 0.1797 loss_giou_2: 0.3255 loss_ce_3: 0.2708 loss_bbox_3: 0.17 loss_giou_3: 0.3151 loss_ce_4: 0.2597 loss_bbox_4: 0.17 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:06] d2.utils.events INFO: eta: 10:23:47 iter: 316979 total_loss: 5.492 loss_ce: 0.2443 loss_bbox: 0.1773 loss_giou: 0.3426 loss_ce_0: 0.462 loss_bbox_0: 0.2777 loss_giou_0: 0.5182 loss_ce_1: 0.368 loss_bbox_1: 0.2023 loss_giou_1: 0.3883 loss_ce_2: 0.2984 loss_bbox_2: 0.1934 loss_giou_2: 0.3542 loss_ce_3: 0.2671 loss_bbox_3: 0.1818 loss_giou_3: 0.3477 loss_ce_4: 0.2472 loss_bbox_4: 0.1764 loss_giou_4: 0.3468 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:12] d2.utils.events INFO: eta: 10:23:25 iter: 316999 total_loss: 5.658 loss_ce: 0.2721 loss_bbox: 0.1857 loss_giou: 0.3522 loss_ce_0: 0.4839 loss_bbox_0: 0.3038 loss_giou_0: 0.5318 loss_ce_1: 0.377 loss_bbox_1: 0.2207 loss_giou_1: 0.3883 loss_ce_2: 0.3183 loss_bbox_2: 0.1965 loss_giou_2: 0.3682 loss_ce_3: 0.2841 loss_bbox_3: 0.1893 loss_giou_3: 0.3642 loss_ce_4: 0.2755 loss_bbox_4: 0.1897 loss_giou_4: 0.3564 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:18] d2.utils.events INFO: eta: 10:23:17 iter: 317019 total_loss: 5.229 loss_ce: 0.2322 loss_bbox: 0.165 loss_giou: 0.3091 loss_ce_0: 0.464 loss_bbox_0: 0.2961 loss_giou_0: 0.4674 loss_ce_1: 0.3505 loss_bbox_1: 0.2007 loss_giou_1: 0.3484 loss_ce_2: 0.2933 loss_bbox_2: 0.1819 loss_giou_2: 0.318 loss_ce_3: 0.256 loss_bbox_3: 0.1737 loss_giou_3: 0.3123 loss_ce_4: 0.2398 loss_bbox_4: 0.1665 loss_giou_4: 0.3077 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:23] d2.utils.events INFO: eta: 10:23:25 iter: 317039 total_loss: 5.572 loss_ce: 0.264 loss_bbox: 0.1689 loss_giou: 0.336 loss_ce_0: 0.4716 loss_bbox_0: 0.2957 loss_giou_0: 0.5206 loss_ce_1: 0.3772 loss_bbox_1: 0.2076 loss_giou_1: 0.3837 loss_ce_2: 0.32 loss_bbox_2: 0.1806 loss_giou_2: 0.35 loss_ce_3: 0.2909 loss_bbox_3: 0.1755 loss_giou_3: 0.3415 loss_ce_4: 0.2749 loss_bbox_4: 0.1712 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:29] d2.utils.events INFO: eta: 10:23:17 iter: 317059 total_loss: 5.005 loss_ce: 0.231 loss_bbox: 0.1634 loss_giou: 0.3018 loss_ce_0: 0.4541 loss_bbox_0: 0.284 loss_giou_0: 0.4842 loss_ce_1: 0.3463 loss_bbox_1: 0.1925 loss_giou_1: 0.3495 loss_ce_2: 0.2866 loss_bbox_2: 0.1807 loss_giou_2: 0.3233 loss_ce_3: 0.2524 loss_bbox_3: 0.1684 loss_giou_3: 0.3151 loss_ce_4: 0.2395 loss_bbox_4: 0.163 loss_giou_4: 0.3074 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:35] d2.utils.events INFO: eta: 10:23:06 iter: 317079 total_loss: 5.338 loss_ce: 0.2537 loss_bbox: 0.169 loss_giou: 0.3169 loss_ce_0: 0.4743 loss_bbox_0: 0.2893 loss_giou_0: 0.4871 loss_ce_1: 0.357 loss_bbox_1: 0.2098 loss_giou_1: 0.3671 loss_ce_2: 0.2972 loss_bbox_2: 0.1821 loss_giou_2: 0.3316 loss_ce_3: 0.2638 loss_bbox_3: 0.1753 loss_giou_3: 0.3238 loss_ce_4: 0.2551 loss_bbox_4: 0.1733 loss_giou_4: 0.321 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:40] d2.utils.events INFO: eta: 10:22:36 iter: 317099 total_loss: 5.198 loss_ce: 0.2482 loss_bbox: 0.1614 loss_giou: 0.2961 loss_ce_0: 0.4651 loss_bbox_0: 0.2894 loss_giou_0: 0.4661 loss_ce_1: 0.3533 loss_bbox_1: 0.2006 loss_giou_1: 0.3398 loss_ce_2: 0.2962 loss_bbox_2: 0.1818 loss_giou_2: 0.3092 loss_ce_3: 0.2485 loss_bbox_3: 0.1741 loss_giou_3: 0.3037 loss_ce_4: 0.2442 loss_bbox_4: 0.1665 loss_giou_4: 0.301 time: 0.2799 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:46] d2.utils.events INFO: eta: 10:22:51 iter: 317119 total_loss: 5.545 loss_ce: 0.271 loss_bbox: 0.183 loss_giou: 0.3432 loss_ce_0: 0.4867 loss_bbox_0: 0.3067 loss_giou_0: 0.526 loss_ce_1: 0.3718 loss_bbox_1: 0.216 loss_giou_1: 0.3897 loss_ce_2: 0.3112 loss_bbox_2: 0.1911 loss_giou_2: 0.364 loss_ce_3: 0.2843 loss_bbox_3: 0.1817 loss_giou_3: 0.3497 loss_ce_4: 0.269 loss_bbox_4: 0.1807 loss_giou_4: 0.3465 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:52] d2.utils.events INFO: eta: 10:22:48 iter: 317139 total_loss: 5.329 loss_ce: 0.2584 loss_bbox: 0.1779 loss_giou: 0.3231 loss_ce_0: 0.4576 loss_bbox_0: 0.302 loss_giou_0: 0.5095 loss_ce_1: 0.3598 loss_bbox_1: 0.2095 loss_giou_1: 0.3787 loss_ce_2: 0.3069 loss_bbox_2: 0.1901 loss_giou_2: 0.3461 loss_ce_3: 0.2656 loss_bbox_3: 0.1859 loss_giou_3: 0.3401 loss_ce_4: 0.2613 loss_bbox_4: 0.1799 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:05:57] d2.utils.events INFO: eta: 10:22:27 iter: 317159 total_loss: 5.284 loss_ce: 0.243 loss_bbox: 0.1641 loss_giou: 0.315 loss_ce_0: 0.4866 loss_bbox_0: 0.2889 loss_giou_0: 0.4878 loss_ce_1: 0.3705 loss_bbox_1: 0.2 loss_giou_1: 0.3706 loss_ce_2: 0.3004 loss_bbox_2: 0.1749 loss_giou_2: 0.3368 loss_ce_3: 0.2622 loss_bbox_3: 0.1699 loss_giou_3: 0.3269 loss_ce_4: 0.2439 loss_bbox_4: 0.1667 loss_giou_4: 0.3171 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 15:06:03] d2.utils.events INFO: eta: 10:22:35 iter: 317179 total_loss: 5.135 loss_ce: 0.2424 loss_bbox: 0.1717 loss_giou: 0.3241 loss_ce_0: 0.4608 loss_bbox_0: 0.2952 loss_giou_0: 0.5029 loss_ce_1: 0.3494 loss_bbox_1: 0.2006 loss_giou_1: 0.3648 loss_ce_2: 0.2898 loss_bbox_2: 0.1855 loss_giou_2: 0.3406 loss_ce_3: 0.2572 loss_bbox_3: 0.1745 loss_giou_3: 0.3274 loss_ce_4: 0.2469 loss_bbox_4: 0.171 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 15:06:09] d2.utils.events INFO: eta: 10:22:32 iter: 317199 total_loss: 5.372 loss_ce: 0.2719 loss_bbox: 0.1811 loss_giou: 0.34 loss_ce_0: 0.485 loss_bbox_0: 0.2862 loss_giou_0: 0.5019 loss_ce_1: 0.3764 loss_bbox_1: 0.2091 loss_giou_1: 0.389 loss_ce_2: 0.3139 loss_bbox_2: 0.1915 loss_giou_2: 0.3521 loss_ce_3: 0.2861 loss_bbox_3: 0.1904 loss_giou_3: 0.3432 loss_ce_4: 0.2707 loss_bbox_4: 0.1854 loss_giou_4: 0.3439 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:06:14] d2.utils.events INFO: eta: 10:22:29 iter: 317219 total_loss: 5.277 loss_ce: 0.2387 loss_bbox: 0.1716 loss_giou: 0.3026 loss_ce_0: 0.4769 loss_bbox_0: 0.3014 loss_giou_0: 0.4757 loss_ce_1: 0.3589 loss_bbox_1: 0.2084 loss_giou_1: 0.355 loss_ce_2: 0.302 loss_bbox_2: 0.1841 loss_giou_2: 0.3258 loss_ce_3: 0.2642 loss_bbox_3: 0.1741 loss_giou_3: 0.3116 loss_ce_4: 0.2417 loss_bbox_4: 0.1737 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 15:06:20] d2.utils.events INFO: eta: 10:22:25 iter: 317239 total_loss: 5.473 loss_ce: 0.2763 loss_bbox: 0.1776 loss_giou: 0.3257 loss_ce_0: 0.4909 loss_bbox_0: 0.2957 loss_giou_0: 0.4889 loss_ce_1: 0.3965 loss_bbox_1: 0.2176 loss_giou_1: 0.3806 loss_ce_2: 0.3305 loss_bbox_2: 0.1914 loss_giou_2: 0.3505 loss_ce_3: 0.2945 loss_bbox_3: 0.1889 loss_giou_3: 0.3388 loss_ce_4: 0.2819 loss_bbox_4: 0.181 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 15:06:26] d2.utils.events INFO: eta: 10:22:16 iter: 317259 total_loss: 5.409 loss_ce: 0.2609 loss_bbox: 0.1694 loss_giou: 0.3162 loss_ce_0: 0.4809 loss_bbox_0: 0.2948 loss_giou_0: 0.5136 loss_ce_1: 0.3695 loss_bbox_1: 0.2022 loss_giou_1: 0.369 loss_ce_2: 0.3002 loss_bbox_2: 0.1861 loss_giou_2: 0.3323 loss_ce_3: 0.282 loss_bbox_3: 0.1759 loss_giou_3: 0.3159 loss_ce_4: 0.2721 loss_bbox_4: 0.1767 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 15:06:32] d2.utils.events INFO: eta: 10:22:04 iter: 317279 total_loss: 5.233 loss_ce: 0.2583 loss_bbox: 0.1708 loss_giou: 0.2972 loss_ce_0: 0.4826 loss_bbox_0: 0.2873 loss_giou_0: 0.4589 loss_ce_1: 0.3784 loss_bbox_1: 0.1952 loss_giou_1: 0.3362 loss_ce_2: 0.3122 loss_bbox_2: 0.1795 loss_giou_2: 0.3133 loss_ce_3: 0.2744 loss_bbox_3: 0.1673 loss_giou_3: 0.3074 loss_ce_4: 0.2595 loss_bbox_4: 0.1655 loss_giou_4: 0.3015 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 15:06:37] d2.utils.events INFO: eta: 10:21:59 iter: 317299 total_loss: 5.336 loss_ce: 0.2471 loss_bbox: 0.1739 loss_giou: 0.3374 loss_ce_0: 0.4671 loss_bbox_0: 0.2874 loss_giou_0: 0.5073 loss_ce_1: 0.3661 loss_bbox_1: 0.1997 loss_giou_1: 0.3836 loss_ce_2: 0.3038 loss_bbox_2: 0.1825 loss_giou_2: 0.3537 loss_ce_3: 0.2707 loss_bbox_3: 0.1773 loss_giou_3: 0.3456 loss_ce_4: 0.2497 loss_bbox_4: 0.1702 loss_giou_4: 0.3378 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:06:43] d2.utils.events INFO: eta: 10:21:53 iter: 317319 total_loss: 5.248 loss_ce: 0.2275 loss_bbox: 0.1628 loss_giou: 0.3055 loss_ce_0: 0.4662 loss_bbox_0: 0.2865 loss_giou_0: 0.4768 loss_ce_1: 0.3584 loss_bbox_1: 0.1935 loss_giou_1: 0.3575 loss_ce_2: 0.294 loss_bbox_2: 0.1772 loss_giou_2: 0.3264 loss_ce_3: 0.2533 loss_bbox_3: 0.1721 loss_giou_3: 0.314 loss_ce_4: 0.2305 loss_bbox_4: 0.1643 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max_mem: 5427M [11/03 15:07:11] d2.utils.events INFO: eta: 10:21:26 iter: 317419 total_loss: 5.199 loss_ce: 0.2535 loss_bbox: 0.166 loss_giou: 0.3323 loss_ce_0: 0.4746 loss_bbox_0: 0.2804 loss_giou_0: 0.5149 loss_ce_1: 0.3597 loss_bbox_1: 0.189 loss_giou_1: 0.3774 loss_ce_2: 0.2986 loss_bbox_2: 0.1737 loss_giou_2: 0.3575 loss_ce_3: 0.2672 loss_bbox_3: 0.1702 loss_giou_3: 0.3441 loss_ce_4: 0.2557 loss_bbox_4: 0.1671 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:07:17] d2.utils.events INFO: eta: 10:21:19 iter: 317439 total_loss: 5.353 loss_ce: 0.2645 loss_bbox: 0.1759 loss_giou: 0.3317 loss_ce_0: 0.4891 loss_bbox_0: 0.3036 loss_giou_0: 0.5142 loss_ce_1: 0.3775 loss_bbox_1: 0.2088 loss_giou_1: 0.3757 loss_ce_2: 0.3153 loss_bbox_2: 0.1896 loss_giou_2: 0.3486 loss_ce_3: 0.276 loss_bbox_3: 0.1847 loss_giou_3: 0.3407 loss_ce_4: 0.2693 loss_bbox_4: 0.1774 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 15:07:23] d2.utils.events INFO: eta: 10:21:01 iter: 317459 total_loss: 5.213 loss_ce: 0.251 loss_bbox: 0.1696 loss_giou: 0.3169 loss_ce_0: 0.4707 loss_bbox_0: 0.2882 loss_giou_0: 0.4925 loss_ce_1: 0.364 loss_bbox_1: 0.1947 loss_giou_1: 0.3543 loss_ce_2: 0.3111 loss_bbox_2: 0.1788 loss_giou_2: 0.3351 loss_ce_3: 0.272 loss_bbox_3: 0.177 loss_giou_3: 0.3251 loss_ce_4: 0.2587 loss_bbox_4: 0.172 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 15:07:28] d2.utils.events INFO: eta: 10:21:09 iter: 317479 total_loss: 4.95 loss_ce: 0.2319 loss_bbox: 0.1574 loss_giou: 0.305 loss_ce_0: 0.4666 loss_bbox_0: 0.2811 loss_giou_0: 0.4665 loss_ce_1: 0.3526 loss_bbox_1: 0.1812 loss_giou_1: 0.3398 loss_ce_2: 0.2752 loss_bbox_2: 0.1723 loss_giou_2: 0.3142 loss_ce_3: 0.2384 loss_bbox_3: 0.1686 loss_giou_3: 0.3078 loss_ce_4: 0.2257 loss_bbox_4: 0.1606 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 15:07:34] d2.utils.events INFO: eta: 10:21:02 iter: 317499 total_loss: 5.135 loss_ce: 0.2506 loss_bbox: 0.172 loss_giou: 0.3135 loss_ce_0: 0.4848 loss_bbox_0: 0.3023 loss_giou_0: 0.4979 loss_ce_1: 0.3613 loss_bbox_1: 0.2051 loss_giou_1: 0.3673 loss_ce_2: 0.2981 loss_bbox_2: 0.1855 loss_giou_2: 0.341 loss_ce_3: 0.2666 loss_bbox_3: 0.1724 loss_giou_3: 0.3322 loss_ce_4: 0.2554 loss_bbox_4: 0.1732 loss_giou_4: 0.322 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 15:07:40] d2.utils.events INFO: eta: 10:20:54 iter: 317519 total_loss: 5.616 loss_ce: 0.2625 loss_bbox: 0.1849 loss_giou: 0.33 loss_ce_0: 0.4805 loss_bbox_0: 0.3106 loss_giou_0: 0.5067 loss_ce_1: 0.3571 loss_bbox_1: 0.2227 loss_giou_1: 0.3717 loss_ce_2: 0.2939 loss_bbox_2: 0.1994 loss_giou_2: 0.3501 loss_ce_3: 0.2816 loss_bbox_3: 0.1902 loss_giou_3: 0.344 loss_ce_4: 0.2646 loss_bbox_4: 0.1885 loss_giou_4: 0.3366 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 15:07:46] d2.utils.events INFO: eta: 10:20:43 iter: 317539 total_loss: 5.279 loss_ce: 0.2385 loss_bbox: 0.1556 loss_giou: 0.3294 loss_ce_0: 0.468 loss_bbox_0: 0.2897 loss_giou_0: 0.5057 loss_ce_1: 0.3418 loss_bbox_1: 0.1927 loss_giou_1: 0.3773 loss_ce_2: 0.2903 loss_bbox_2: 0.1676 loss_giou_2: 0.3476 loss_ce_3: 0.2652 loss_bbox_3: 0.1652 loss_giou_3: 0.3384 loss_ce_4: 0.2484 loss_bbox_4: 0.1628 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 15:07:51] d2.utils.events INFO: eta: 10:20:33 iter: 317559 total_loss: 5.513 loss_ce: 0.2675 loss_bbox: 0.1864 loss_giou: 0.3252 loss_ce_0: 0.4772 loss_bbox_0: 0.3042 loss_giou_0: 0.5019 loss_ce_1: 0.3749 loss_bbox_1: 0.2224 loss_giou_1: 0.3696 loss_ce_2: 0.3223 loss_bbox_2: 0.2052 loss_giou_2: 0.3411 loss_ce_3: 0.2796 loss_bbox_3: 0.195 loss_giou_3: 0.3331 loss_ce_4: 0.2716 loss_bbox_4: 0.1919 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 15:07:57] d2.utils.events INFO: eta: 10:20:25 iter: 317579 total_loss: 5.282 loss_ce: 0.2579 loss_bbox: 0.1807 loss_giou: 0.3059 loss_ce_0: 0.4698 loss_bbox_0: 0.3062 loss_giou_0: 0.4687 loss_ce_1: 0.3814 loss_bbox_1: 0.2233 loss_giou_1: 0.3437 loss_ce_2: 0.3184 loss_bbox_2: 0.1945 loss_giou_2: 0.3199 loss_ce_3: 0.2835 loss_bbox_3: 0.1928 loss_giou_3: 0.3071 loss_ce_4: 0.2607 loss_bbox_4: 0.1809 loss_giou_4: 0.3056 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:03] d2.utils.events INFO: eta: 10:20:15 iter: 317599 total_loss: 5.206 loss_ce: 0.2364 loss_bbox: 0.1736 loss_giou: 0.3019 loss_ce_0: 0.4563 loss_bbox_0: 0.2878 loss_giou_0: 0.468 loss_ce_1: 0.3508 loss_bbox_1: 0.2015 loss_giou_1: 0.3461 loss_ce_2: 0.2952 loss_bbox_2: 0.1861 loss_giou_2: 0.3117 loss_ce_3: 0.255 loss_bbox_3: 0.183 loss_giou_3: 0.3082 loss_ce_4: 0.2415 loss_bbox_4: 0.1754 loss_giou_4: 0.3048 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:08] d2.utils.events INFO: eta: 10:20:12 iter: 317619 total_loss: 5.416 loss_ce: 0.2534 loss_bbox: 0.1755 loss_giou: 0.3346 loss_ce_0: 0.481 loss_bbox_0: 0.3038 loss_giou_0: 0.5228 loss_ce_1: 0.372 loss_bbox_1: 0.2105 loss_giou_1: 0.3872 loss_ce_2: 0.3096 loss_bbox_2: 0.1852 loss_giou_2: 0.3577 loss_ce_3: 0.2779 loss_bbox_3: 0.1779 loss_giou_3: 0.342 loss_ce_4: 0.2567 loss_bbox_4: 0.1734 loss_giou_4: 0.3376 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:14] d2.utils.events INFO: eta: 10:20:02 iter: 317639 total_loss: 5.615 loss_ce: 0.2737 loss_bbox: 0.1753 loss_giou: 0.3395 loss_ce_0: 0.4981 loss_bbox_0: 0.2935 loss_giou_0: 0.5122 loss_ce_1: 0.3901 loss_bbox_1: 0.2108 loss_giou_1: 0.3871 loss_ce_2: 0.3368 loss_bbox_2: 0.1995 loss_giou_2: 0.3645 loss_ce_3: 0.2996 loss_bbox_3: 0.1856 loss_giou_3: 0.3553 loss_ce_4: 0.2755 loss_bbox_4: 0.1815 loss_giou_4: 0.3466 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:20] d2.utils.events INFO: eta: 10:19:50 iter: 317659 total_loss: 5.454 loss_ce: 0.2679 loss_bbox: 0.1659 loss_giou: 0.3256 loss_ce_0: 0.4785 loss_bbox_0: 0.2842 loss_giou_0: 0.5085 loss_ce_1: 0.3739 loss_bbox_1: 0.1955 loss_giou_1: 0.3749 loss_ce_2: 0.3267 loss_bbox_2: 0.1824 loss_giou_2: 0.3496 loss_ce_3: 0.2903 loss_bbox_3: 0.1718 loss_giou_3: 0.3354 loss_ce_4: 0.2723 loss_bbox_4: 0.1652 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:26] d2.utils.events INFO: eta: 10:19:45 iter: 317679 total_loss: 5.348 loss_ce: 0.2386 loss_bbox: 0.1655 loss_giou: 0.3095 loss_ce_0: 0.4688 loss_bbox_0: 0.2894 loss_giou_0: 0.4814 loss_ce_1: 0.3613 loss_bbox_1: 0.2037 loss_giou_1: 0.3499 loss_ce_2: 0.3014 loss_bbox_2: 0.1889 loss_giou_2: 0.3276 loss_ce_3: 0.2681 loss_bbox_3: 0.1746 loss_giou_3: 0.3092 loss_ce_4: 0.2455 loss_bbox_4: 0.1679 loss_giou_4: 0.3098 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:31] d2.utils.events INFO: eta: 10:19:42 iter: 317699 total_loss: 5.458 loss_ce: 0.2486 loss_bbox: 0.1639 loss_giou: 0.3457 loss_ce_0: 0.4735 loss_bbox_0: 0.2807 loss_giou_0: 0.5376 loss_ce_1: 0.3643 loss_bbox_1: 0.1854 loss_giou_1: 0.3835 loss_ce_2: 0.2894 loss_bbox_2: 0.1745 loss_giou_2: 0.3556 loss_ce_3: 0.2648 loss_bbox_3: 0.1659 loss_giou_3: 0.35 loss_ce_4: 0.2521 loss_bbox_4: 0.1652 loss_giou_4: 0.3504 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:37] d2.utils.events INFO: eta: 10:19:39 iter: 317719 total_loss: 5.49 loss_ce: 0.2605 loss_bbox: 0.1845 loss_giou: 0.3281 loss_ce_0: 0.4807 loss_bbox_0: 0.2933 loss_giou_0: 0.5025 loss_ce_1: 0.3754 loss_bbox_1: 0.2153 loss_giou_1: 0.3696 loss_ce_2: 0.298 loss_bbox_2: 0.1964 loss_giou_2: 0.3422 loss_ce_3: 0.2751 loss_bbox_3: 0.1971 loss_giou_3: 0.3386 loss_ce_4: 0.2638 loss_bbox_4: 0.1855 loss_giou_4: 0.3352 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:43] d2.utils.events INFO: eta: 10:19:38 iter: 317739 total_loss: 5.381 loss_ce: 0.2424 loss_bbox: 0.1774 loss_giou: 0.326 loss_ce_0: 0.4555 loss_bbox_0: 0.3015 loss_giou_0: 0.5119 loss_ce_1: 0.3567 loss_bbox_1: 0.2178 loss_giou_1: 0.3812 loss_ce_2: 0.2901 loss_bbox_2: 0.1974 loss_giou_2: 0.3528 loss_ce_3: 0.256 loss_bbox_3: 0.1894 loss_giou_3: 0.3421 loss_ce_4: 0.2456 loss_bbox_4: 0.179 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:48] d2.utils.events INFO: eta: 10:19:39 iter: 317759 total_loss: 5.585 loss_ce: 0.2569 loss_bbox: 0.1831 loss_giou: 0.3535 loss_ce_0: 0.4829 loss_bbox_0: 0.3012 loss_giou_0: 0.5389 loss_ce_1: 0.3749 loss_bbox_1: 0.2151 loss_giou_1: 0.4083 loss_ce_2: 0.3156 loss_bbox_2: 0.1969 loss_giou_2: 0.3787 loss_ce_3: 0.2805 loss_bbox_3: 0.1899 loss_giou_3: 0.3655 loss_ce_4: 0.2587 loss_bbox_4: 0.1842 loss_giou_4: 0.3616 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 15:08:54] d2.utils.events INFO: eta: 10:19:37 iter: 317779 total_loss: 5.341 loss_ce: 0.2616 loss_bbox: 0.1925 loss_giou: 0.3213 loss_ce_0: 0.4699 loss_bbox_0: 0.301 loss_giou_0: 0.4879 loss_ce_1: 0.3594 loss_bbox_1: 0.2135 loss_giou_1: 0.3617 loss_ce_2: 0.3069 loss_bbox_2: 0.1934 loss_giou_2: 0.3306 loss_ce_3: 0.2825 loss_bbox_3: 0.1887 loss_giou_3: 0.3222 loss_ce_4: 0.2596 loss_bbox_4: 0.1934 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:00] d2.utils.events INFO: eta: 10:19:34 iter: 317799 total_loss: 5.471 loss_ce: 0.2821 loss_bbox: 0.1727 loss_giou: 0.3177 loss_ce_0: 0.4939 loss_bbox_0: 0.3021 loss_giou_0: 0.4948 loss_ce_1: 0.3885 loss_bbox_1: 0.2059 loss_giou_1: 0.363 loss_ce_2: 0.3177 loss_bbox_2: 0.1909 loss_giou_2: 0.3364 loss_ce_3: 0.2909 loss_bbox_3: 0.1784 loss_giou_3: 0.3221 loss_ce_4: 0.2801 loss_bbox_4: 0.1731 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:06] d2.utils.events INFO: eta: 10:19:28 iter: 317819 total_loss: 5.556 loss_ce: 0.2758 loss_bbox: 0.1816 loss_giou: 0.3302 loss_ce_0: 0.4707 loss_bbox_0: 0.3107 loss_giou_0: 0.5065 loss_ce_1: 0.3781 loss_bbox_1: 0.2286 loss_giou_1: 0.3791 loss_ce_2: 0.3215 loss_bbox_2: 0.2002 loss_giou_2: 0.3505 loss_ce_3: 0.2839 loss_bbox_3: 0.1936 loss_giou_3: 0.3411 loss_ce_4: 0.2742 loss_bbox_4: 0.1858 loss_giou_4: 0.3339 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:11] d2.utils.events INFO: eta: 10:19:31 iter: 317839 total_loss: 5.153 loss_ce: 0.2469 loss_bbox: 0.1672 loss_giou: 0.324 loss_ce_0: 0.447 loss_bbox_0: 0.2855 loss_giou_0: 0.5026 loss_ce_1: 0.349 loss_bbox_1: 0.2027 loss_giou_1: 0.3701 loss_ce_2: 0.2817 loss_bbox_2: 0.1784 loss_giou_2: 0.3464 loss_ce_3: 0.2582 loss_bbox_3: 0.1721 loss_giou_3: 0.335 loss_ce_4: 0.2491 loss_bbox_4: 0.1692 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:17] d2.utils.events INFO: eta: 10:19:32 iter: 317859 total_loss: 5.553 loss_ce: 0.2708 loss_bbox: 0.1796 loss_giou: 0.3261 loss_ce_0: 0.5008 loss_bbox_0: 0.2999 loss_giou_0: 0.4925 loss_ce_1: 0.3872 loss_bbox_1: 0.2158 loss_giou_1: 0.365 loss_ce_2: 0.3203 loss_bbox_2: 0.1937 loss_giou_2: 0.3346 loss_ce_3: 0.2859 loss_bbox_3: 0.188 loss_giou_3: 0.327 loss_ce_4: 0.2792 loss_bbox_4: 0.1792 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:23] d2.utils.events INFO: eta: 10:19:27 iter: 317879 total_loss: 5.285 loss_ce: 0.2597 loss_bbox: 0.1825 loss_giou: 0.2872 loss_ce_0: 0.4985 loss_bbox_0: 0.3178 loss_giou_0: 0.4518 loss_ce_1: 0.387 loss_bbox_1: 0.2102 loss_giou_1: 0.3367 loss_ce_2: 0.3124 loss_bbox_2: 0.1965 loss_giou_2: 0.3154 loss_ce_3: 0.2751 loss_bbox_3: 0.1933 loss_giou_3: 0.3086 loss_ce_4: 0.2595 loss_bbox_4: 0.1862 loss_giou_4: 0.2899 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:28] d2.utils.events INFO: eta: 10:19:21 iter: 317899 total_loss: 4.984 loss_ce: 0.2533 loss_bbox: 0.1546 loss_giou: 0.3141 loss_ce_0: 0.4632 loss_bbox_0: 0.2811 loss_giou_0: 0.4542 loss_ce_1: 0.3479 loss_bbox_1: 0.1858 loss_giou_1: 0.3448 loss_ce_2: 0.2712 loss_bbox_2: 0.1783 loss_giou_2: 0.3267 loss_ce_3: 0.2548 loss_bbox_3: 0.1664 loss_giou_3: 0.3208 loss_ce_4: 0.2514 loss_bbox_4: 0.1626 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:34] d2.utils.events INFO: eta: 10:19:18 iter: 317919 total_loss: 5.383 loss_ce: 0.2572 loss_bbox: 0.173 loss_giou: 0.3276 loss_ce_0: 0.4829 loss_bbox_0: 0.302 loss_giou_0: 0.5169 loss_ce_1: 0.3774 loss_bbox_1: 0.2149 loss_giou_1: 0.3714 loss_ce_2: 0.3229 loss_bbox_2: 0.1963 loss_giou_2: 0.346 loss_ce_3: 0.2822 loss_bbox_3: 0.1843 loss_giou_3: 0.3419 loss_ce_4: 0.2639 loss_bbox_4: 0.1797 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:40] d2.utils.events INFO: eta: 10:19:15 iter: 317939 total_loss: 5.438 loss_ce: 0.2471 loss_bbox: 0.1786 loss_giou: 0.3437 loss_ce_0: 0.4572 loss_bbox_0: 0.3057 loss_giou_0: 0.5393 loss_ce_1: 0.3764 loss_bbox_1: 0.2082 loss_giou_1: 0.3895 loss_ce_2: 0.296 loss_bbox_2: 0.189 loss_giou_2: 0.3638 loss_ce_3: 0.2629 loss_bbox_3: 0.1828 loss_giou_3: 0.3533 loss_ce_4: 0.2502 loss_bbox_4: 0.1786 loss_giou_4: 0.347 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:45] d2.utils.events INFO: eta: 10:19:07 iter: 317959 total_loss: 5.186 loss_ce: 0.243 loss_bbox: 0.1877 loss_giou: 0.3085 loss_ce_0: 0.4538 loss_bbox_0: 0.2998 loss_giou_0: 0.4659 loss_ce_1: 0.3574 loss_bbox_1: 0.2205 loss_giou_1: 0.3537 loss_ce_2: 0.2866 loss_bbox_2: 0.1989 loss_giou_2: 0.331 loss_ce_3: 0.2617 loss_bbox_3: 0.1949 loss_giou_3: 0.3209 loss_ce_4: 0.2422 loss_bbox_4: 0.1887 loss_giou_4: 0.311 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:51] d2.utils.events INFO: eta: 10:19:01 iter: 317979 total_loss: 5.423 loss_ce: 0.2664 loss_bbox: 0.1661 loss_giou: 0.3161 loss_ce_0: 0.4831 loss_bbox_0: 0.2935 loss_giou_0: 0.4983 loss_ce_1: 0.3677 loss_bbox_1: 0.192 loss_giou_1: 0.3658 loss_ce_2: 0.3133 loss_bbox_2: 0.1709 loss_giou_2: 0.3323 loss_ce_3: 0.2801 loss_bbox_3: 0.1686 loss_giou_3: 0.3267 loss_ce_4: 0.2728 loss_bbox_4: 0.1656 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 15:09:57] d2.utils.events INFO: eta: 10:19:08 iter: 317999 total_loss: 5.241 loss_ce: 0.2453 loss_bbox: 0.1752 loss_giou: 0.3165 loss_ce_0: 0.4708 loss_bbox_0: 0.279 loss_giou_0: 0.508 loss_ce_1: 0.354 loss_bbox_1: 0.1998 loss_giou_1: 0.371 loss_ce_2: 0.3038 loss_bbox_2: 0.1839 loss_giou_2: 0.3368 loss_ce_3: 0.265 loss_bbox_3: 0.1832 loss_giou_3: 0.3264 loss_ce_4: 0.2524 loss_bbox_4: 0.1748 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:02] d2.utils.events INFO: eta: 10:18:52 iter: 318019 total_loss: 5.315 loss_ce: 0.2597 loss_bbox: 0.1706 loss_giou: 0.3169 loss_ce_0: 0.4975 loss_bbox_0: 0.2895 loss_giou_0: 0.4896 loss_ce_1: 0.3746 loss_bbox_1: 0.2022 loss_giou_1: 0.3696 loss_ce_2: 0.3085 loss_bbox_2: 0.184 loss_giou_2: 0.3423 loss_ce_3: 0.2774 loss_bbox_3: 0.1807 loss_giou_3: 0.3291 loss_ce_4: 0.2655 loss_bbox_4: 0.1707 loss_giou_4: 0.3197 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:08] d2.utils.events INFO: eta: 10:18:32 iter: 318039 total_loss: 5.246 loss_ce: 0.2491 loss_bbox: 0.1648 loss_giou: 0.3058 loss_ce_0: 0.4801 loss_bbox_0: 0.284 loss_giou_0: 0.4761 loss_ce_1: 0.3617 loss_bbox_1: 0.1907 loss_giou_1: 0.3469 loss_ce_2: 0.294 loss_bbox_2: 0.1777 loss_giou_2: 0.3249 loss_ce_3: 0.2676 loss_bbox_3: 0.169 loss_giou_3: 0.3144 loss_ce_4: 0.2495 loss_bbox_4: 0.1663 loss_giou_4: 0.3071 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:14] d2.utils.events INFO: eta: 10:18:24 iter: 318059 total_loss: 5.241 loss_ce: 0.2491 loss_bbox: 0.1619 loss_giou: 0.3178 loss_ce_0: 0.4733 loss_bbox_0: 0.2855 loss_giou_0: 0.505 loss_ce_1: 0.3657 loss_bbox_1: 0.192 loss_giou_1: 0.3585 loss_ce_2: 0.2995 loss_bbox_2: 0.1739 loss_giou_2: 0.3309 loss_ce_3: 0.2666 loss_bbox_3: 0.1672 loss_giou_3: 0.3241 loss_ce_4: 0.2526 loss_bbox_4: 0.1653 loss_giou_4: 0.3245 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:19] d2.utils.events INFO: eta: 10:18:21 iter: 318079 total_loss: 5.103 loss_ce: 0.2569 loss_bbox: 0.1749 loss_giou: 0.311 loss_ce_0: 0.4856 loss_bbox_0: 0.3054 loss_giou_0: 0.488 loss_ce_1: 0.3592 loss_bbox_1: 0.2048 loss_giou_1: 0.3464 loss_ce_2: 0.3148 loss_bbox_2: 0.1949 loss_giou_2: 0.328 loss_ce_3: 0.2829 loss_bbox_3: 0.185 loss_giou_3: 0.3135 loss_ce_4: 0.2607 loss_bbox_4: 0.1786 loss_giou_4: 0.3135 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:25] d2.utils.events INFO: eta: 10:18:38 iter: 318099 total_loss: 5.545 loss_ce: 0.2611 loss_bbox: 0.1709 loss_giou: 0.3324 loss_ce_0: 0.4963 loss_bbox_0: 0.2926 loss_giou_0: 0.5131 loss_ce_1: 0.3969 loss_bbox_1: 0.2016 loss_giou_1: 0.379 loss_ce_2: 0.3103 loss_bbox_2: 0.1822 loss_giou_2: 0.3512 loss_ce_3: 0.271 loss_bbox_3: 0.174 loss_giou_3: 0.3419 loss_ce_4: 0.2667 loss_bbox_4: 0.1722 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:31] d2.utils.events INFO: eta: 10:18:17 iter: 318119 total_loss: 5.378 loss_ce: 0.248 loss_bbox: 0.169 loss_giou: 0.3545 loss_ce_0: 0.4639 loss_bbox_0: 0.2897 loss_giou_0: 0.534 loss_ce_1: 0.3548 loss_bbox_1: 0.1987 loss_giou_1: 0.3946 loss_ce_2: 0.2927 loss_bbox_2: 0.1829 loss_giou_2: 0.3696 loss_ce_3: 0.2528 loss_bbox_3: 0.1793 loss_giou_3: 0.3618 loss_ce_4: 0.2489 loss_bbox_4: 0.1721 loss_giou_4: 0.3561 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:36] d2.utils.events INFO: eta: 10:18:02 iter: 318139 total_loss: 5.301 loss_ce: 0.2614 loss_bbox: 0.1714 loss_giou: 0.3193 loss_ce_0: 0.4671 loss_bbox_0: 0.2874 loss_giou_0: 0.4999 loss_ce_1: 0.3691 loss_bbox_1: 0.206 loss_giou_1: 0.3748 loss_ce_2: 0.3135 loss_bbox_2: 0.1884 loss_giou_2: 0.346 loss_ce_3: 0.2888 loss_bbox_3: 0.1807 loss_giou_3: 0.3285 loss_ce_4: 0.2639 loss_bbox_4: 0.1764 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:42] d2.utils.events INFO: eta: 10:17:53 iter: 318159 total_loss: 5.148 loss_ce: 0.2261 loss_bbox: 0.1727 loss_giou: 0.3324 loss_ce_0: 0.4466 loss_bbox_0: 0.2728 loss_giou_0: 0.5008 loss_ce_1: 0.3335 loss_bbox_1: 0.1918 loss_giou_1: 0.3736 loss_ce_2: 0.2771 loss_bbox_2: 0.1763 loss_giou_2: 0.3519 loss_ce_3: 0.2569 loss_bbox_3: 0.176 loss_giou_3: 0.3386 loss_ce_4: 0.2352 loss_bbox_4: 0.1747 loss_giou_4: 0.3402 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:48] d2.utils.events INFO: eta: 10:17:43 iter: 318179 total_loss: 5.275 loss_ce: 0.2526 loss_bbox: 0.1573 loss_giou: 0.3245 loss_ce_0: 0.4626 loss_bbox_0: 0.2873 loss_giou_0: 0.5154 loss_ce_1: 0.3503 loss_bbox_1: 0.1954 loss_giou_1: 0.3782 loss_ce_2: 0.2803 loss_bbox_2: 0.1724 loss_giou_2: 0.3463 loss_ce_3: 0.2587 loss_bbox_3: 0.1632 loss_giou_3: 0.3379 loss_ce_4: 0.2554 loss_bbox_4: 0.1595 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:53] d2.utils.events INFO: eta: 10:17:39 iter: 318199 total_loss: 5.171 loss_ce: 0.2364 loss_bbox: 0.1627 loss_giou: 0.3124 loss_ce_0: 0.459 loss_bbox_0: 0.2797 loss_giou_0: 0.4987 loss_ce_1: 0.3416 loss_bbox_1: 0.1912 loss_giou_1: 0.3551 loss_ce_2: 0.2863 loss_bbox_2: 0.169 loss_giou_2: 0.3334 loss_ce_3: 0.2551 loss_bbox_3: 0.1662 loss_giou_3: 0.3283 loss_ce_4: 0.2357 loss_bbox_4: 0.1667 loss_giou_4: 0.3182 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 15:10:59] d2.utils.events INFO: eta: 10:17:34 iter: 318219 total_loss: 5.356 loss_ce: 0.2473 loss_bbox: 0.1789 loss_giou: 0.316 loss_ce_0: 0.4558 loss_bbox_0: 0.304 loss_giou_0: 0.4987 loss_ce_1: 0.3596 loss_bbox_1: 0.2139 loss_giou_1: 0.3654 loss_ce_2: 0.2997 loss_bbox_2: 0.1968 loss_giou_2: 0.3397 loss_ce_3: 0.2609 loss_bbox_3: 0.1837 loss_giou_3: 0.3281 loss_ce_4: 0.2462 loss_bbox_4: 0.1819 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:05] d2.utils.events INFO: eta: 10:17:26 iter: 318239 total_loss: 5.089 loss_ce: 0.2407 loss_bbox: 0.1568 loss_giou: 0.304 loss_ce_0: 0.4632 loss_bbox_0: 0.2921 loss_giou_0: 0.4776 loss_ce_1: 0.3587 loss_bbox_1: 0.1918 loss_giou_1: 0.3597 loss_ce_2: 0.3014 loss_bbox_2: 0.1723 loss_giou_2: 0.3286 loss_ce_3: 0.2543 loss_bbox_3: 0.1648 loss_giou_3: 0.3173 loss_ce_4: 0.2367 loss_bbox_4: 0.1632 loss_giou_4: 0.3133 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:11] d2.utils.events INFO: eta: 10:17:22 iter: 318259 total_loss: 5.382 loss_ce: 0.2592 loss_bbox: 0.1787 loss_giou: 0.316 loss_ce_0: 0.4754 loss_bbox_0: 0.2955 loss_giou_0: 0.48 loss_ce_1: 0.3754 loss_bbox_1: 0.2128 loss_giou_1: 0.3656 loss_ce_2: 0.3191 loss_bbox_2: 0.1917 loss_giou_2: 0.3341 loss_ce_3: 0.2892 loss_bbox_3: 0.1852 loss_giou_3: 0.3259 loss_ce_4: 0.269 loss_bbox_4: 0.1836 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:16] d2.utils.events INFO: eta: 10:17:20 iter: 318279 total_loss: 5.297 loss_ce: 0.2541 loss_bbox: 0.1771 loss_giou: 0.3267 loss_ce_0: 0.4699 loss_bbox_0: 0.3008 loss_giou_0: 0.5073 loss_ce_1: 0.3576 loss_bbox_1: 0.2008 loss_giou_1: 0.3728 loss_ce_2: 0.3011 loss_bbox_2: 0.1871 loss_giou_2: 0.3458 loss_ce_3: 0.2714 loss_bbox_3: 0.1808 loss_giou_3: 0.3402 loss_ce_4: 0.2568 loss_bbox_4: 0.1791 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:22] d2.utils.events INFO: eta: 10:17:00 iter: 318299 total_loss: 5.536 loss_ce: 0.2533 loss_bbox: 0.1738 loss_giou: 0.336 loss_ce_0: 0.4587 loss_bbox_0: 0.2959 loss_giou_0: 0.5238 loss_ce_1: 0.3713 loss_bbox_1: 0.207 loss_giou_1: 0.3859 loss_ce_2: 0.3025 loss_bbox_2: 0.1883 loss_giou_2: 0.3552 loss_ce_3: 0.2683 loss_bbox_3: 0.1822 loss_giou_3: 0.347 loss_ce_4: 0.252 loss_bbox_4: 0.1732 loss_giou_4: 0.3404 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:27] d2.utils.events INFO: eta: 10:16:52 iter: 318319 total_loss: 5.348 loss_ce: 0.2456 loss_bbox: 0.1879 loss_giou: 0.3115 loss_ce_0: 0.4727 loss_bbox_0: 0.3138 loss_giou_0: 0.4729 loss_ce_1: 0.3619 loss_bbox_1: 0.2175 loss_giou_1: 0.3489 loss_ce_2: 0.2869 loss_bbox_2: 0.2007 loss_giou_2: 0.3274 loss_ce_3: 0.2589 loss_bbox_3: 0.1917 loss_giou_3: 0.3131 loss_ce_4: 0.2489 loss_bbox_4: 0.1905 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0325 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:33] d2.utils.events INFO: eta: 10:16:46 iter: 318339 total_loss: 5.415 loss_ce: 0.2593 loss_bbox: 0.1846 loss_giou: 0.3234 loss_ce_0: 0.4671 loss_bbox_0: 0.3071 loss_giou_0: 0.499 loss_ce_1: 0.3638 loss_bbox_1: 0.2182 loss_giou_1: 0.367 loss_ce_2: 0.3134 loss_bbox_2: 0.1931 loss_giou_2: 0.3438 loss_ce_3: 0.2771 loss_bbox_3: 0.1953 loss_giou_3: 0.3304 loss_ce_4: 0.2611 loss_bbox_4: 0.1949 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:39] d2.utils.events INFO: eta: 10:16:45 iter: 318359 total_loss: 5.213 loss_ce: 0.2351 loss_bbox: 0.1568 loss_giou: 0.3238 loss_ce_0: 0.4746 loss_bbox_0: 0.2913 loss_giou_0: 0.4966 loss_ce_1: 0.362 loss_bbox_1: 0.1991 loss_giou_1: 0.368 loss_ce_2: 0.2929 loss_bbox_2: 0.1886 loss_giou_2: 0.3435 loss_ce_3: 0.2546 loss_bbox_3: 0.1741 loss_giou_3: 0.3381 loss_ce_4: 0.2369 loss_bbox_4: 0.1646 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:44] d2.utils.events INFO: eta: 10:16:35 iter: 318379 total_loss: 5.469 loss_ce: 0.2692 loss_bbox: 0.1753 loss_giou: 0.3359 loss_ce_0: 0.4661 loss_bbox_0: 0.2919 loss_giou_0: 0.5272 loss_ce_1: 0.3791 loss_bbox_1: 0.2052 loss_giou_1: 0.4009 loss_ce_2: 0.3144 loss_bbox_2: 0.1909 loss_giou_2: 0.3546 loss_ce_3: 0.2795 loss_bbox_3: 0.1785 loss_giou_3: 0.3429 loss_ce_4: 0.2648 loss_bbox_4: 0.1778 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:50] d2.utils.events INFO: eta: 10:16:48 iter: 318399 total_loss: 5.211 loss_ce: 0.2395 loss_bbox: 0.1637 loss_giou: 0.316 loss_ce_0: 0.4721 loss_bbox_0: 0.2916 loss_giou_0: 0.4955 loss_ce_1: 0.3554 loss_bbox_1: 0.1985 loss_giou_1: 0.3603 loss_ce_2: 0.2957 loss_bbox_2: 0.1784 loss_giou_2: 0.3351 loss_ce_3: 0.2571 loss_bbox_3: 0.1714 loss_giou_3: 0.3244 loss_ce_4: 0.2429 loss_bbox_4: 0.1678 loss_giou_4: 0.3137 time: 0.2799 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 15:11:56] d2.utils.events INFO: eta: 10:16:45 iter: 318419 total_loss: 5.105 loss_ce: 0.2314 loss_bbox: 0.1823 loss_giou: 0.3125 loss_ce_0: 0.4677 loss_bbox_0: 0.2959 loss_giou_0: 0.4762 loss_ce_1: 0.3536 loss_bbox_1: 0.2034 loss_giou_1: 0.3507 loss_ce_2: 0.2846 loss_bbox_2: 0.1848 loss_giou_2: 0.331 loss_ce_3: 0.2534 loss_bbox_3: 0.1831 loss_giou_3: 0.3248 loss_ce_4: 0.2324 loss_bbox_4: 0.1799 loss_giou_4: 0.3158 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:02] d2.utils.events INFO: eta: 10:16:43 iter: 318439 total_loss: 5.315 loss_ce: 0.2586 loss_bbox: 0.18 loss_giou: 0.3311 loss_ce_0: 0.4766 loss_bbox_0: 0.3032 loss_giou_0: 0.5209 loss_ce_1: 0.3854 loss_bbox_1: 0.2075 loss_giou_1: 0.3796 loss_ce_2: 0.3256 loss_bbox_2: 0.188 loss_giou_2: 0.3549 loss_ce_3: 0.2722 loss_bbox_3: 0.1868 loss_giou_3: 0.3413 loss_ce_4: 0.26 loss_bbox_4: 0.1805 loss_giou_4: 0.3366 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:07] d2.utils.events INFO: eta: 10:16:41 iter: 318459 total_loss: 5.621 loss_ce: 0.2811 loss_bbox: 0.1742 loss_giou: 0.3319 loss_ce_0: 0.4971 loss_bbox_0: 0.2877 loss_giou_0: 0.5233 loss_ce_1: 0.3951 loss_bbox_1: 0.201 loss_giou_1: 0.3902 loss_ce_2: 0.3426 loss_bbox_2: 0.186 loss_giou_2: 0.3581 loss_ce_3: 0.2983 loss_bbox_3: 0.181 loss_giou_3: 0.3462 loss_ce_4: 0.2891 loss_bbox_4: 0.1741 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:13] d2.utils.events INFO: eta: 10:16:28 iter: 318479 total_loss: 5.265 loss_ce: 0.2403 loss_bbox: 0.1638 loss_giou: 0.3316 loss_ce_0: 0.4811 loss_bbox_0: 0.2669 loss_giou_0: 0.5006 loss_ce_1: 0.3726 loss_bbox_1: 0.1923 loss_giou_1: 0.3751 loss_ce_2: 0.3037 loss_bbox_2: 0.1745 loss_giou_2: 0.346 loss_ce_3: 0.2532 loss_bbox_3: 0.1687 loss_giou_3: 0.3407 loss_ce_4: 0.239 loss_bbox_4: 0.1658 loss_giou_4: 0.3354 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:19] d2.utils.events INFO: eta: 10:16:26 iter: 318499 total_loss: 5.121 loss_ce: 0.2414 loss_bbox: 0.1643 loss_giou: 0.3156 loss_ce_0: 0.4686 loss_bbox_0: 0.2968 loss_giou_0: 0.5 loss_ce_1: 0.3623 loss_bbox_1: 0.205 loss_giou_1: 0.3594 loss_ce_2: 0.2948 loss_bbox_2: 0.1818 loss_giou_2: 0.3287 loss_ce_3: 0.251 loss_bbox_3: 0.1747 loss_giou_3: 0.3246 loss_ce_4: 0.2392 loss_bbox_4: 0.1694 loss_giou_4: 0.3189 time: 0.2799 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:24] d2.utils.events INFO: eta: 10:16:24 iter: 318519 total_loss: 5.154 loss_ce: 0.2466 loss_bbox: 0.1734 loss_giou: 0.3173 loss_ce_0: 0.4559 loss_bbox_0: 0.2985 loss_giou_0: 0.5096 loss_ce_1: 0.3411 loss_bbox_1: 0.2161 loss_giou_1: 0.3737 loss_ce_2: 0.2963 loss_bbox_2: 0.1916 loss_giou_2: 0.3389 loss_ce_3: 0.2643 loss_bbox_3: 0.1779 loss_giou_3: 0.3278 loss_ce_4: 0.2491 loss_bbox_4: 0.1763 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:30] d2.utils.events INFO: eta: 10:16:40 iter: 318539 total_loss: 5.501 loss_ce: 0.2664 loss_bbox: 0.1803 loss_giou: 0.3179 loss_ce_0: 0.4727 loss_bbox_0: 0.3202 loss_giou_0: 0.4809 loss_ce_1: 0.3836 loss_bbox_1: 0.2144 loss_giou_1: 0.3544 loss_ce_2: 0.323 loss_bbox_2: 0.1955 loss_giou_2: 0.3256 loss_ce_3: 0.2812 loss_bbox_3: 0.1836 loss_giou_3: 0.3227 loss_ce_4: 0.2694 loss_bbox_4: 0.1837 loss_giou_4: 0.3189 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:36] d2.utils.events INFO: eta: 10:16:35 iter: 318559 total_loss: 5.235 loss_ce: 0.2505 loss_bbox: 0.1669 loss_giou: 0.3169 loss_ce_0: 0.4842 loss_bbox_0: 0.2927 loss_giou_0: 0.4989 loss_ce_1: 0.3613 loss_bbox_1: 0.198 loss_giou_1: 0.3685 loss_ce_2: 0.2927 loss_bbox_2: 0.1742 loss_giou_2: 0.337 loss_ce_3: 0.2645 loss_bbox_3: 0.1728 loss_giou_3: 0.323 loss_ce_4: 0.2552 loss_bbox_4: 0.1722 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:41] d2.utils.events INFO: eta: 10:16:29 iter: 318579 total_loss: 5.207 loss_ce: 0.2398 loss_bbox: 0.1783 loss_giou: 0.2993 loss_ce_0: 0.4718 loss_bbox_0: 0.3039 loss_giou_0: 0.4452 loss_ce_1: 0.3535 loss_bbox_1: 0.216 loss_giou_1: 0.3465 loss_ce_2: 0.2913 loss_bbox_2: 0.1913 loss_giou_2: 0.3174 loss_ce_3: 0.2522 loss_bbox_3: 0.183 loss_giou_3: 0.3085 loss_ce_4: 0.2365 loss_bbox_4: 0.1821 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0342 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:47] d2.utils.events INFO: eta: 10:16:26 iter: 318599 total_loss: 5.352 loss_ce: 0.2559 loss_bbox: 0.1764 loss_giou: 0.335 loss_ce_0: 0.4635 loss_bbox_0: 0.2952 loss_giou_0: 0.5224 loss_ce_1: 0.3662 loss_bbox_1: 0.2073 loss_giou_1: 0.3835 loss_ce_2: 0.3038 loss_bbox_2: 0.1847 loss_giou_2: 0.3533 loss_ce_3: 0.27 loss_bbox_3: 0.1769 loss_giou_3: 0.3471 loss_ce_4: 0.2542 loss_bbox_4: 0.1759 loss_giou_4: 0.3411 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:53] d2.utils.events INFO: eta: 10:16:21 iter: 318619 total_loss: 5.399 loss_ce: 0.2445 loss_bbox: 0.1819 loss_giou: 0.3291 loss_ce_0: 0.4719 loss_bbox_0: 0.2889 loss_giou_0: 0.5197 loss_ce_1: 0.3524 loss_bbox_1: 0.2109 loss_giou_1: 0.3733 loss_ce_2: 0.2977 loss_bbox_2: 0.1899 loss_giou_2: 0.3427 loss_ce_3: 0.2565 loss_bbox_3: 0.1828 loss_giou_3: 0.3326 loss_ce_4: 0.2447 loss_bbox_4: 0.1849 loss_giou_4: 0.3327 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 15:12:58] d2.utils.events INFO: eta: 10:16:11 iter: 318639 total_loss: 5.198 loss_ce: 0.2419 loss_bbox: 0.1647 loss_giou: 0.3058 loss_ce_0: 0.4614 loss_bbox_0: 0.2829 loss_giou_0: 0.4823 loss_ce_1: 0.3518 loss_bbox_1: 0.1973 loss_giou_1: 0.3568 loss_ce_2: 0.2861 loss_bbox_2: 0.1719 loss_giou_2: 0.3247 loss_ce_3: 0.2498 loss_bbox_3: 0.1685 loss_giou_3: 0.3153 loss_ce_4: 0.239 loss_bbox_4: 0.1667 loss_giou_4: 0.3101 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:04] d2.utils.events INFO: eta: 10:16:05 iter: 318659 total_loss: 5.153 loss_ce: 0.2386 loss_bbox: 0.1805 loss_giou: 0.2965 loss_ce_0: 0.471 loss_bbox_0: 0.3 loss_giou_0: 0.4738 loss_ce_1: 0.3533 loss_bbox_1: 0.2066 loss_giou_1: 0.3434 loss_ce_2: 0.2959 loss_bbox_2: 0.194 loss_giou_2: 0.3198 loss_ce_3: 0.2602 loss_bbox_3: 0.1893 loss_giou_3: 0.307 loss_ce_4: 0.2432 loss_bbox_4: 0.1866 loss_giou_4: 0.3012 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:10] d2.utils.events INFO: eta: 10:15:57 iter: 318679 total_loss: 5.178 loss_ce: 0.2415 loss_bbox: 0.1578 loss_giou: 0.3357 loss_ce_0: 0.4722 loss_bbox_0: 0.269 loss_giou_0: 0.4868 loss_ce_1: 0.3669 loss_bbox_1: 0.1844 loss_giou_1: 0.3753 loss_ce_2: 0.3028 loss_bbox_2: 0.1686 loss_giou_2: 0.3496 loss_ce_3: 0.2568 loss_bbox_3: 0.1627 loss_giou_3: 0.3394 loss_ce_4: 0.2464 loss_bbox_4: 0.1584 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:16] d2.utils.events INFO: eta: 10:15:44 iter: 318699 total_loss: 5.385 loss_ce: 0.2401 loss_bbox: 0.1755 loss_giou: 0.3273 loss_ce_0: 0.4809 loss_bbox_0: 0.292 loss_giou_0: 0.5096 loss_ce_1: 0.3622 loss_bbox_1: 0.2078 loss_giou_1: 0.3668 loss_ce_2: 0.3014 loss_bbox_2: 0.1817 loss_giou_2: 0.3391 loss_ce_3: 0.2692 loss_bbox_3: 0.177 loss_giou_3: 0.3299 loss_ce_4: 0.2547 loss_bbox_4: 0.1754 loss_giou_4: 0.3313 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:21] d2.utils.events INFO: eta: 10:15:36 iter: 318719 total_loss: 5.357 loss_ce: 0.253 loss_bbox: 0.172 loss_giou: 0.3239 loss_ce_0: 0.4955 loss_bbox_0: 0.2899 loss_giou_0: 0.5059 loss_ce_1: 0.368 loss_bbox_1: 0.1992 loss_giou_1: 0.3629 loss_ce_2: 0.31 loss_bbox_2: 0.1832 loss_giou_2: 0.3309 loss_ce_3: 0.2625 loss_bbox_3: 0.1762 loss_giou_3: 0.3267 loss_ce_4: 0.2536 loss_bbox_4: 0.1747 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:27] d2.utils.events INFO: eta: 10:15:26 iter: 318739 total_loss: 5.399 loss_ce: 0.2491 loss_bbox: 0.1758 loss_giou: 0.3249 loss_ce_0: 0.4761 loss_bbox_0: 0.3058 loss_giou_0: 0.5075 loss_ce_1: 0.365 loss_bbox_1: 0.2083 loss_giou_1: 0.3773 loss_ce_2: 0.3047 loss_bbox_2: 0.1937 loss_giou_2: 0.3359 loss_ce_3: 0.2655 loss_bbox_3: 0.1821 loss_giou_3: 0.3314 loss_ce_4: 0.2477 loss_bbox_4: 0.18 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:33] d2.utils.events INFO: eta: 10:14:55 iter: 318759 total_loss: 5.374 loss_ce: 0.2593 loss_bbox: 0.1687 loss_giou: 0.3108 loss_ce_0: 0.4895 loss_bbox_0: 0.2922 loss_giou_0: 0.4821 loss_ce_1: 0.3911 loss_bbox_1: 0.2013 loss_giou_1: 0.3704 loss_ce_2: 0.3142 loss_bbox_2: 0.187 loss_giou_2: 0.3345 loss_ce_3: 0.2813 loss_bbox_3: 0.1756 loss_giou_3: 0.3214 loss_ce_4: 0.2584 loss_bbox_4: 0.1733 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:38] d2.utils.events INFO: eta: 10:14:49 iter: 318779 total_loss: 5.478 loss_ce: 0.2673 loss_bbox: 0.1664 loss_giou: 0.3537 loss_ce_0: 0.4697 loss_bbox_0: 0.2813 loss_giou_0: 0.5516 loss_ce_1: 0.3667 loss_bbox_1: 0.1948 loss_giou_1: 0.4106 loss_ce_2: 0.3035 loss_bbox_2: 0.1785 loss_giou_2: 0.3758 loss_ce_3: 0.2752 loss_bbox_3: 0.1711 loss_giou_3: 0.3655 loss_ce_4: 0.2684 loss_bbox_4: 0.1677 loss_giou_4: 0.3586 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:44] d2.utils.events INFO: eta: 10:14:40 iter: 318799 total_loss: 5.424 loss_ce: 0.2675 loss_bbox: 0.1732 loss_giou: 0.3198 loss_ce_0: 0.4795 loss_bbox_0: 0.2956 loss_giou_0: 0.5061 loss_ce_1: 0.3821 loss_bbox_1: 0.2096 loss_giou_1: 0.3697 loss_ce_2: 0.3159 loss_bbox_2: 0.188 loss_giou_2: 0.3461 loss_ce_3: 0.2827 loss_bbox_3: 0.1778 loss_giou_3: 0.3295 loss_ce_4: 0.2668 loss_bbox_4: 0.1765 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:50] d2.utils.events INFO: eta: 10:14:23 iter: 318819 total_loss: 5.267 loss_ce: 0.2264 loss_bbox: 0.1832 loss_giou: 0.3043 loss_ce_0: 0.4642 loss_bbox_0: 0.301 loss_giou_0: 0.4753 loss_ce_1: 0.3517 loss_bbox_1: 0.2086 loss_giou_1: 0.3518 loss_ce_2: 0.2845 loss_bbox_2: 0.1978 loss_giou_2: 0.3252 loss_ce_3: 0.2422 loss_bbox_3: 0.1951 loss_giou_3: 0.3167 loss_ce_4: 0.2273 loss_bbox_4: 0.1896 loss_giou_4: 0.3108 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:13:55] d2.utils.events INFO: eta: 10:14:17 iter: 318839 total_loss: 5.409 loss_ce: 0.2435 loss_bbox: 0.177 loss_giou: 0.3187 loss_ce_0: 0.4704 loss_bbox_0: 0.3047 loss_giou_0: 0.4922 loss_ce_1: 0.3519 loss_bbox_1: 0.2134 loss_giou_1: 0.3638 loss_ce_2: 0.2924 loss_bbox_2: 0.1938 loss_giou_2: 0.327 loss_ce_3: 0.2676 loss_bbox_3: 0.1861 loss_giou_3: 0.3225 loss_ce_4: 0.2534 loss_bbox_4: 0.18 loss_giou_4: 0.3184 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:01] d2.utils.events INFO: eta: 10:14:10 iter: 318859 total_loss: 5.472 loss_ce: 0.2552 loss_bbox: 0.1697 loss_giou: 0.3245 loss_ce_0: 0.4802 loss_bbox_0: 0.2877 loss_giou_0: 0.5224 loss_ce_1: 0.3609 loss_bbox_1: 0.1986 loss_giou_1: 0.3702 loss_ce_2: 0.3126 loss_bbox_2: 0.1796 loss_giou_2: 0.3507 loss_ce_3: 0.2746 loss_bbox_3: 0.1754 loss_giou_3: 0.3333 loss_ce_4: 0.2548 loss_bbox_4: 0.1724 loss_giou_4: 0.3308 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:07] d2.utils.events INFO: eta: 10:14:18 iter: 318879 total_loss: 5.324 loss_ce: 0.2436 loss_bbox: 0.1734 loss_giou: 0.3159 loss_ce_0: 0.4675 loss_bbox_0: 0.2888 loss_giou_0: 0.4985 loss_ce_1: 0.3531 loss_bbox_1: 0.2062 loss_giou_1: 0.3671 loss_ce_2: 0.2844 loss_bbox_2: 0.1849 loss_giou_2: 0.3418 loss_ce_3: 0.2542 loss_bbox_3: 0.1789 loss_giou_3: 0.3307 loss_ce_4: 0.2427 loss_bbox_4: 0.1734 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:12] d2.utils.events INFO: eta: 10:14:07 iter: 318899 total_loss: 5.124 loss_ce: 0.2498 loss_bbox: 0.1583 loss_giou: 0.3053 loss_ce_0: 0.4706 loss_bbox_0: 0.2718 loss_giou_0: 0.4732 loss_ce_1: 0.3532 loss_bbox_1: 0.1853 loss_giou_1: 0.3526 loss_ce_2: 0.2908 loss_bbox_2: 0.1721 loss_giou_2: 0.3264 loss_ce_3: 0.2584 loss_bbox_3: 0.1666 loss_giou_3: 0.3174 loss_ce_4: 0.2508 loss_bbox_4: 0.1621 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:18] d2.utils.events INFO: eta: 10:14:17 iter: 318919 total_loss: 5.222 loss_ce: 0.2353 loss_bbox: 0.1688 loss_giou: 0.3386 loss_ce_0: 0.4861 loss_bbox_0: 0.2991 loss_giou_0: 0.5217 loss_ce_1: 0.3752 loss_bbox_1: 0.2026 loss_giou_1: 0.3874 loss_ce_2: 0.296 loss_bbox_2: 0.1849 loss_giou_2: 0.3582 loss_ce_3: 0.2553 loss_bbox_3: 0.1815 loss_giou_3: 0.3466 loss_ce_4: 0.2407 loss_bbox_4: 0.1753 loss_giou_4: 0.3394 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:24] d2.utils.events INFO: eta: 10:14:14 iter: 318939 total_loss: 4.97 loss_ce: 0.2373 loss_bbox: 0.1638 loss_giou: 0.3056 loss_ce_0: 0.4555 loss_bbox_0: 0.285 loss_giou_0: 0.4743 loss_ce_1: 0.3598 loss_bbox_1: 0.1955 loss_giou_1: 0.3421 loss_ce_2: 0.2942 loss_bbox_2: 0.1782 loss_giou_2: 0.3156 loss_ce_3: 0.2634 loss_bbox_3: 0.1698 loss_giou_3: 0.3138 loss_ce_4: 0.2395 loss_bbox_4: 0.1666 loss_giou_4: 0.3097 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:30] d2.utils.events INFO: eta: 10:14:26 iter: 318959 total_loss: 5.488 loss_ce: 0.2681 loss_bbox: 0.1751 loss_giou: 0.3382 loss_ce_0: 0.4819 loss_bbox_0: 0.3122 loss_giou_0: 0.5265 loss_ce_1: 0.365 loss_bbox_1: 0.2155 loss_giou_1: 0.4018 loss_ce_2: 0.3084 loss_bbox_2: 0.1933 loss_giou_2: 0.3646 loss_ce_3: 0.275 loss_bbox_3: 0.1836 loss_giou_3: 0.3517 loss_ce_4: 0.2644 loss_bbox_4: 0.18 loss_giou_4: 0.3444 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:35] d2.utils.events INFO: eta: 10:13:53 iter: 318979 total_loss: 5.149 loss_ce: 0.2427 loss_bbox: 0.1638 loss_giou: 0.3038 loss_ce_0: 0.4636 loss_bbox_0: 0.2912 loss_giou_0: 0.4729 loss_ce_1: 0.3394 loss_bbox_1: 0.199 loss_giou_1: 0.3491 loss_ce_2: 0.2907 loss_bbox_2: 0.1753 loss_giou_2: 0.3223 loss_ce_3: 0.2578 loss_bbox_3: 0.1691 loss_giou_3: 0.3184 loss_ce_4: 0.2507 loss_bbox_4: 0.1669 loss_giou_4: 0.312 time: 0.2799 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:41] d2.utils.events INFO: eta: 10:13:47 iter: 318999 total_loss: 5.404 loss_ce: 0.2663 loss_bbox: 0.1681 loss_giou: 0.309 loss_ce_0: 0.4735 loss_bbox_0: 0.2894 loss_giou_0: 0.4955 loss_ce_1: 0.3712 loss_bbox_1: 0.2043 loss_giou_1: 0.3669 loss_ce_2: 0.3125 loss_bbox_2: 0.1806 loss_giou_2: 0.3332 loss_ce_3: 0.2828 loss_bbox_3: 0.1743 loss_giou_3: 0.3213 loss_ce_4: 0.2715 loss_bbox_4: 0.1703 loss_giou_4: 0.3121 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:47] d2.utils.events INFO: eta: 10:13:40 iter: 319019 total_loss: 5.406 loss_ce: 0.2513 loss_bbox: 0.1741 loss_giou: 0.3259 loss_ce_0: 0.4703 loss_bbox_0: 0.2963 loss_giou_0: 0.4943 loss_ce_1: 0.368 loss_bbox_1: 0.2045 loss_giou_1: 0.3699 loss_ce_2: 0.2923 loss_bbox_2: 0.1819 loss_giou_2: 0.3476 loss_ce_3: 0.2686 loss_bbox_3: 0.1795 loss_giou_3: 0.34 loss_ce_4: 0.2531 loss_bbox_4: 0.1711 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:52] d2.utils.events INFO: eta: 10:13:36 iter: 319039 total_loss: 5.385 loss_ce: 0.2481 loss_bbox: 0.1762 loss_giou: 0.3121 loss_ce_0: 0.4806 loss_bbox_0: 0.3096 loss_giou_0: 0.483 loss_ce_1: 0.3688 loss_bbox_1: 0.2059 loss_giou_1: 0.3517 loss_ce_2: 0.3033 loss_bbox_2: 0.1835 loss_giou_2: 0.3271 loss_ce_3: 0.2671 loss_bbox_3: 0.1836 loss_giou_3: 0.3226 loss_ce_4: 0.2448 loss_bbox_4: 0.1789 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 15:14:58] d2.utils.events INFO: eta: 10:13:40 iter: 319059 total_loss: 5.134 loss_ce: 0.251 loss_bbox: 0.1559 loss_giou: 0.3018 loss_ce_0: 0.4604 loss_bbox_0: 0.2861 loss_giou_0: 0.476 loss_ce_1: 0.3547 loss_bbox_1: 0.1896 loss_giou_1: 0.3416 loss_ce_2: 0.3021 loss_bbox_2: 0.1751 loss_giou_2: 0.3174 loss_ce_3: 0.263 loss_bbox_3: 0.1633 loss_giou_3: 0.316 loss_ce_4: 0.2424 loss_bbox_4: 0.159 loss_giou_4: 0.3084 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:04] d2.utils.events INFO: eta: 10:13:28 iter: 319079 total_loss: 5.271 loss_ce: 0.2606 loss_bbox: 0.176 loss_giou: 0.3148 loss_ce_0: 0.4699 loss_bbox_0: 0.2847 loss_giou_0: 0.4902 loss_ce_1: 0.3662 loss_bbox_1: 0.2052 loss_giou_1: 0.3596 loss_ce_2: 0.3129 loss_bbox_2: 0.1863 loss_giou_2: 0.3306 loss_ce_3: 0.275 loss_bbox_3: 0.1805 loss_giou_3: 0.3237 loss_ce_4: 0.2595 loss_bbox_4: 0.1784 loss_giou_4: 0.3182 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:09] d2.utils.events INFO: eta: 10:13:11 iter: 319099 total_loss: 5.471 loss_ce: 0.2457 loss_bbox: 0.1697 loss_giou: 0.327 loss_ce_0: 0.4849 loss_bbox_0: 0.2843 loss_giou_0: 0.4917 loss_ce_1: 0.3582 loss_bbox_1: 0.2091 loss_giou_1: 0.3738 loss_ce_2: 0.304 loss_bbox_2: 0.1838 loss_giou_2: 0.3487 loss_ce_3: 0.2605 loss_bbox_3: 0.1746 loss_giou_3: 0.3365 loss_ce_4: 0.2483 loss_bbox_4: 0.1722 loss_giou_4: 0.3266 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:15] d2.utils.events INFO: eta: 10:13:10 iter: 319119 total_loss: 5.195 loss_ce: 0.2384 loss_bbox: 0.1646 loss_giou: 0.3237 loss_ce_0: 0.4678 loss_bbox_0: 0.2861 loss_giou_0: 0.4917 loss_ce_1: 0.3549 loss_bbox_1: 0.1982 loss_giou_1: 0.3589 loss_ce_2: 0.2962 loss_bbox_2: 0.1834 loss_giou_2: 0.3378 loss_ce_3: 0.2611 loss_bbox_3: 0.1715 loss_giou_3: 0.3322 loss_ce_4: 0.2409 loss_bbox_4: 0.1663 loss_giou_4: 0.3266 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:21] d2.utils.events INFO: eta: 10:13:08 iter: 319139 total_loss: 5.213 loss_ce: 0.2522 loss_bbox: 0.1833 loss_giou: 0.307 loss_ce_0: 0.4679 loss_bbox_0: 0.297 loss_giou_0: 0.4931 loss_ce_1: 0.3656 loss_bbox_1: 0.2091 loss_giou_1: 0.3611 loss_ce_2: 0.2937 loss_bbox_2: 0.186 loss_giou_2: 0.3253 loss_ce_3: 0.262 loss_bbox_3: 0.1862 loss_giou_3: 0.313 loss_ce_4: 0.2539 loss_bbox_4: 0.1829 loss_giou_4: 0.309 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:26] d2.utils.events INFO: eta: 10:13:17 iter: 319159 total_loss: 5.195 loss_ce: 0.2483 loss_bbox: 0.1602 loss_giou: 0.3268 loss_ce_0: 0.4748 loss_bbox_0: 0.2876 loss_giou_0: 0.5054 loss_ce_1: 0.3663 loss_bbox_1: 0.1959 loss_giou_1: 0.3756 loss_ce_2: 0.3058 loss_bbox_2: 0.1674 loss_giou_2: 0.3482 loss_ce_3: 0.2728 loss_bbox_3: 0.1648 loss_giou_3: 0.3295 loss_ce_4: 0.2554 loss_bbox_4: 0.1625 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:32] d2.utils.events INFO: eta: 10:13:12 iter: 319179 total_loss: 5.424 loss_ce: 0.2391 loss_bbox: 0.1792 loss_giou: 0.3261 loss_ce_0: 0.4715 loss_bbox_0: 0.2996 loss_giou_0: 0.5158 loss_ce_1: 0.3515 loss_bbox_1: 0.2177 loss_giou_1: 0.3764 loss_ce_2: 0.2952 loss_bbox_2: 0.1941 loss_giou_2: 0.3371 loss_ce_3: 0.2626 loss_bbox_3: 0.1869 loss_giou_3: 0.3404 loss_ce_4: 0.243 loss_bbox_4: 0.1811 loss_giou_4: 0.3343 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:38] d2.utils.events INFO: eta: 10:13:18 iter: 319199 total_loss: 5.357 loss_ce: 0.2671 loss_bbox: 0.1658 loss_giou: 0.3142 loss_ce_0: 0.4886 loss_bbox_0: 0.2945 loss_giou_0: 0.492 loss_ce_1: 0.377 loss_bbox_1: 0.2033 loss_giou_1: 0.3592 loss_ce_2: 0.3246 loss_bbox_2: 0.1788 loss_giou_2: 0.3302 loss_ce_3: 0.2848 loss_bbox_3: 0.1723 loss_giou_3: 0.3186 loss_ce_4: 0.2753 loss_bbox_4: 0.1714 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:43] d2.utils.events INFO: eta: 10:13:05 iter: 319219 total_loss: 5.292 loss_ce: 0.2502 loss_bbox: 0.1603 loss_giou: 0.3166 loss_ce_0: 0.4806 loss_bbox_0: 0.2911 loss_giou_0: 0.4986 loss_ce_1: 0.3695 loss_bbox_1: 0.2015 loss_giou_1: 0.3661 loss_ce_2: 0.3024 loss_bbox_2: 0.1824 loss_giou_2: 0.3425 loss_ce_3: 0.27 loss_bbox_3: 0.1706 loss_giou_3: 0.3319 loss_ce_4: 0.2507 loss_bbox_4: 0.1633 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:49] d2.utils.events INFO: eta: 10:12:55 iter: 319239 total_loss: 5.256 loss_ce: 0.2545 loss_bbox: 0.1633 loss_giou: 0.3266 loss_ce_0: 0.4793 loss_bbox_0: 0.2882 loss_giou_0: 0.4878 loss_ce_1: 0.3642 loss_bbox_1: 0.1986 loss_giou_1: 0.359 loss_ce_2: 0.3156 loss_bbox_2: 0.1817 loss_giou_2: 0.3374 loss_ce_3: 0.2739 loss_bbox_3: 0.1712 loss_giou_3: 0.3371 loss_ce_4: 0.2556 loss_bbox_4: 0.1661 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 15:15:55] d2.utils.events INFO: eta: 10:12:34 iter: 319259 total_loss: 5.39 loss_ce: 0.2519 loss_bbox: 0.1609 loss_giou: 0.322 loss_ce_0: 0.4923 loss_bbox_0: 0.2766 loss_giou_0: 0.5099 loss_ce_1: 0.3765 loss_bbox_1: 0.1952 loss_giou_1: 0.3736 loss_ce_2: 0.3052 loss_bbox_2: 0.1764 loss_giou_2: 0.3474 loss_ce_3: 0.2773 loss_bbox_3: 0.1668 loss_giou_3: 0.3418 loss_ce_4: 0.2537 loss_bbox_4: 0.1636 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:00] d2.utils.events INFO: eta: 10:12:44 iter: 319279 total_loss: 5.14 loss_ce: 0.2301 loss_bbox: 0.1617 loss_giou: 0.2967 loss_ce_0: 0.4691 loss_bbox_0: 0.2906 loss_giou_0: 0.4845 loss_ce_1: 0.3614 loss_bbox_1: 0.2049 loss_giou_1: 0.3478 loss_ce_2: 0.2956 loss_bbox_2: 0.1764 loss_giou_2: 0.3122 loss_ce_3: 0.262 loss_bbox_3: 0.1697 loss_giou_3: 0.3035 loss_ce_4: 0.2358 loss_bbox_4: 0.1657 loss_giou_4: 0.3034 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:06] d2.utils.events INFO: eta: 10:12:43 iter: 319299 total_loss: 5.446 loss_ce: 0.2566 loss_bbox: 0.1693 loss_giou: 0.3198 loss_ce_0: 0.4652 loss_bbox_0: 0.2901 loss_giou_0: 0.4917 loss_ce_1: 0.3708 loss_bbox_1: 0.204 loss_giou_1: 0.3739 loss_ce_2: 0.3018 loss_bbox_2: 0.1808 loss_giou_2: 0.3413 loss_ce_3: 0.267 loss_bbox_3: 0.1792 loss_giou_3: 0.3348 loss_ce_4: 0.2605 loss_bbox_4: 0.1714 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:12] d2.utils.events INFO: eta: 10:12:43 iter: 319319 total_loss: 5.512 loss_ce: 0.2691 loss_bbox: 0.1729 loss_giou: 0.3246 loss_ce_0: 0.488 loss_bbox_0: 0.2921 loss_giou_0: 0.5096 loss_ce_1: 0.3808 loss_bbox_1: 0.2151 loss_giou_1: 0.3667 loss_ce_2: 0.3196 loss_bbox_2: 0.191 loss_giou_2: 0.3459 loss_ce_3: 0.2869 loss_bbox_3: 0.1802 loss_giou_3: 0.3318 loss_ce_4: 0.2726 loss_bbox_4: 0.1821 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:18] d2.utils.events INFO: eta: 10:12:41 iter: 319339 total_loss: 5.314 loss_ce: 0.2343 loss_bbox: 0.1709 loss_giou: 0.3322 loss_ce_0: 0.4767 loss_bbox_0: 0.2961 loss_giou_0: 0.4979 loss_ce_1: 0.3577 loss_bbox_1: 0.2037 loss_giou_1: 0.3771 loss_ce_2: 0.2754 loss_bbox_2: 0.1829 loss_giou_2: 0.3529 loss_ce_3: 0.2506 loss_bbox_3: 0.175 loss_giou_3: 0.3388 loss_ce_4: 0.2315 loss_bbox_4: 0.1726 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:23] d2.utils.events INFO: eta: 10:12:36 iter: 319359 total_loss: 5.404 loss_ce: 0.2593 loss_bbox: 0.1643 loss_giou: 0.3258 loss_ce_0: 0.4841 loss_bbox_0: 0.2934 loss_giou_0: 0.4967 loss_ce_1: 0.3649 loss_bbox_1: 0.1987 loss_giou_1: 0.3723 loss_ce_2: 0.3064 loss_bbox_2: 0.1838 loss_giou_2: 0.3461 loss_ce_3: 0.2762 loss_bbox_3: 0.1704 loss_giou_3: 0.3393 loss_ce_4: 0.2609 loss_bbox_4: 0.1699 loss_giou_4: 0.3326 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:29] d2.utils.events INFO: eta: 10:12:38 iter: 319379 total_loss: 5.35 loss_ce: 0.2548 loss_bbox: 0.1766 loss_giou: 0.3086 loss_ce_0: 0.4868 loss_bbox_0: 0.3055 loss_giou_0: 0.4865 loss_ce_1: 0.3832 loss_bbox_1: 0.2127 loss_giou_1: 0.3586 loss_ce_2: 0.3269 loss_bbox_2: 0.1958 loss_giou_2: 0.317 loss_ce_3: 0.2826 loss_bbox_3: 0.1825 loss_giou_3: 0.3105 loss_ce_4: 0.2574 loss_bbox_4: 0.178 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:35] d2.utils.events INFO: eta: 10:12:26 iter: 319399 total_loss: 5.098 loss_ce: 0.2375 loss_bbox: 0.1671 loss_giou: 0.2969 loss_ce_0: 0.4743 loss_bbox_0: 0.278 loss_giou_0: 0.4656 loss_ce_1: 0.3543 loss_bbox_1: 0.2028 loss_giou_1: 0.3402 loss_ce_2: 0.2922 loss_bbox_2: 0.1814 loss_giou_2: 0.3145 loss_ce_3: 0.2551 loss_bbox_3: 0.1694 loss_giou_3: 0.3047 loss_ce_4: 0.243 loss_bbox_4: 0.1689 loss_giou_4: 0.3031 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:40] d2.utils.events INFO: eta: 10:12:19 iter: 319419 total_loss: 5.553 loss_ce: 0.2643 loss_bbox: 0.185 loss_giou: 0.3408 loss_ce_0: 0.5029 loss_bbox_0: 0.3134 loss_giou_0: 0.511 loss_ce_1: 0.3759 loss_bbox_1: 0.2148 loss_giou_1: 0.3861 loss_ce_2: 0.3123 loss_bbox_2: 0.1969 loss_giou_2: 0.3514 loss_ce_3: 0.2742 loss_bbox_3: 0.1907 loss_giou_3: 0.3487 loss_ce_4: 0.2667 loss_bbox_4: 0.1883 loss_giou_4: 0.3446 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:46] d2.utils.events INFO: eta: 10:12:15 iter: 319439 total_loss: 5.407 loss_ce: 0.2523 loss_bbox: 0.1812 loss_giou: 0.3203 loss_ce_0: 0.4755 loss_bbox_0: 0.2927 loss_giou_0: 0.4933 loss_ce_1: 0.3704 loss_bbox_1: 0.2108 loss_giou_1: 0.3611 loss_ce_2: 0.305 loss_bbox_2: 0.1942 loss_giou_2: 0.3352 loss_ce_3: 0.2679 loss_bbox_3: 0.1861 loss_giou_3: 0.3284 loss_ce_4: 0.2587 loss_bbox_4: 0.1825 loss_giou_4: 0.3218 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:52] d2.utils.events INFO: eta: 10:12:09 iter: 319459 total_loss: 5.393 loss_ce: 0.259 loss_bbox: 0.1657 loss_giou: 0.3295 loss_ce_0: 0.4716 loss_bbox_0: 0.2936 loss_giou_0: 0.5144 loss_ce_1: 0.3746 loss_bbox_1: 0.1987 loss_giou_1: 0.3785 loss_ce_2: 0.3103 loss_bbox_2: 0.181 loss_giou_2: 0.3513 loss_ce_3: 0.27 loss_bbox_3: 0.1702 loss_giou_3: 0.3419 loss_ce_4: 0.2603 loss_bbox_4: 0.1671 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:16:57] d2.utils.events INFO: eta: 10:12:06 iter: 319479 total_loss: 4.924 loss_ce: 0.2337 loss_bbox: 0.1692 loss_giou: 0.2851 loss_ce_0: 0.4449 loss_bbox_0: 0.2864 loss_giou_0: 0.4515 loss_ce_1: 0.345 loss_bbox_1: 0.1983 loss_giou_1: 0.3424 loss_ce_2: 0.2808 loss_bbox_2: 0.1808 loss_giou_2: 0.308 loss_ce_3: 0.2496 loss_bbox_3: 0.1771 loss_giou_3: 0.2985 loss_ce_4: 0.2352 loss_bbox_4: 0.1687 loss_giou_4: 0.2895 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:03] d2.utils.events INFO: eta: 10:11:58 iter: 319499 total_loss: 5.476 loss_ce: 0.2685 loss_bbox: 0.1689 loss_giou: 0.3235 loss_ce_0: 0.4689 loss_bbox_0: 0.2898 loss_giou_0: 0.517 loss_ce_1: 0.3749 loss_bbox_1: 0.1962 loss_giou_1: 0.3716 loss_ce_2: 0.311 loss_bbox_2: 0.1775 loss_giou_2: 0.346 loss_ce_3: 0.2791 loss_bbox_3: 0.1751 loss_giou_3: 0.3354 loss_ce_4: 0.2698 loss_bbox_4: 0.1639 loss_giou_4: 0.3267 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:09] d2.utils.events INFO: eta: 10:11:58 iter: 319519 total_loss: 5.159 loss_ce: 0.2365 loss_bbox: 0.1751 loss_giou: 0.3176 loss_ce_0: 0.4655 loss_bbox_0: 0.2842 loss_giou_0: 0.4679 loss_ce_1: 0.3652 loss_bbox_1: 0.2021 loss_giou_1: 0.3681 loss_ce_2: 0.2958 loss_bbox_2: 0.1899 loss_giou_2: 0.3352 loss_ce_3: 0.2564 loss_bbox_3: 0.1808 loss_giou_3: 0.3247 loss_ce_4: 0.243 loss_bbox_4: 0.1798 loss_giou_4: 0.3203 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:14] d2.utils.events INFO: eta: 10:11:45 iter: 319539 total_loss: 5.435 loss_ce: 0.2575 loss_bbox: 0.1823 loss_giou: 0.3283 loss_ce_0: 0.4647 loss_bbox_0: 0.2952 loss_giou_0: 0.4931 loss_ce_1: 0.3557 loss_bbox_1: 0.2088 loss_giou_1: 0.3795 loss_ce_2: 0.3073 loss_bbox_2: 0.1925 loss_giou_2: 0.349 loss_ce_3: 0.2795 loss_bbox_3: 0.1853 loss_giou_3: 0.3338 loss_ce_4: 0.2581 loss_bbox_4: 0.1834 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:20] d2.utils.events INFO: eta: 10:11:39 iter: 319559 total_loss: 5.021 loss_ce: 0.2229 loss_bbox: 0.1687 loss_giou: 0.3127 loss_ce_0: 0.4515 loss_bbox_0: 0.2868 loss_giou_0: 0.4922 loss_ce_1: 0.3372 loss_bbox_1: 0.1977 loss_giou_1: 0.3536 loss_ce_2: 0.2732 loss_bbox_2: 0.1769 loss_giou_2: 0.3273 loss_ce_3: 0.2318 loss_bbox_3: 0.176 loss_giou_3: 0.3172 loss_ce_4: 0.2187 loss_bbox_4: 0.1704 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:26] d2.utils.events INFO: eta: 10:11:34 iter: 319579 total_loss: 5.022 loss_ce: 0.23 loss_bbox: 0.1688 loss_giou: 0.2944 loss_ce_0: 0.4624 loss_bbox_0: 0.2866 loss_giou_0: 0.4664 loss_ce_1: 0.3584 loss_bbox_1: 0.198 loss_giou_1: 0.3467 loss_ce_2: 0.2905 loss_bbox_2: 0.175 loss_giou_2: 0.3124 loss_ce_3: 0.2459 loss_bbox_3: 0.1717 loss_giou_3: 0.3078 loss_ce_4: 0.2333 loss_bbox_4: 0.1701 loss_giou_4: 0.3013 time: 0.2799 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:31] d2.utils.events INFO: eta: 10:11:28 iter: 319599 total_loss: 5.363 loss_ce: 0.2443 loss_bbox: 0.1778 loss_giou: 0.3207 loss_ce_0: 0.4871 loss_bbox_0: 0.2941 loss_giou_0: 0.4969 loss_ce_1: 0.3825 loss_bbox_1: 0.2043 loss_giou_1: 0.3599 loss_ce_2: 0.3196 loss_bbox_2: 0.1822 loss_giou_2: 0.3356 loss_ce_3: 0.2735 loss_bbox_3: 0.177 loss_giou_3: 0.3304 loss_ce_4: 0.2507 loss_bbox_4: 0.1784 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:37] d2.utils.events INFO: eta: 10:11:19 iter: 319619 total_loss: 5.234 loss_ce: 0.2658 loss_bbox: 0.1683 loss_giou: 0.3164 loss_ce_0: 0.4548 loss_bbox_0: 0.2914 loss_giou_0: 0.498 loss_ce_1: 0.3634 loss_bbox_1: 0.1997 loss_giou_1: 0.3451 loss_ce_2: 0.309 loss_bbox_2: 0.1827 loss_giou_2: 0.3287 loss_ce_3: 0.2756 loss_bbox_3: 0.1737 loss_giou_3: 0.3284 loss_ce_4: 0.2658 loss_bbox_4: 0.1706 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:43] d2.utils.events INFO: eta: 10:11:21 iter: 319639 total_loss: 5.578 loss_ce: 0.2722 loss_bbox: 0.1772 loss_giou: 0.3469 loss_ce_0: 0.495 loss_bbox_0: 0.3042 loss_giou_0: 0.5267 loss_ce_1: 0.3719 loss_bbox_1: 0.2092 loss_giou_1: 0.3977 loss_ce_2: 0.3224 loss_bbox_2: 0.194 loss_giou_2: 0.3656 loss_ce_3: 0.2916 loss_bbox_3: 0.1858 loss_giou_3: 0.361 loss_ce_4: 0.275 loss_bbox_4: 0.1801 loss_giou_4: 0.3543 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:49] d2.utils.events INFO: eta: 10:11:25 iter: 319659 total_loss: 5.312 loss_ce: 0.2581 loss_bbox: 0.1709 loss_giou: 0.3341 loss_ce_0: 0.4672 loss_bbox_0: 0.2989 loss_giou_0: 0.5093 loss_ce_1: 0.3656 loss_bbox_1: 0.2044 loss_giou_1: 0.3762 loss_ce_2: 0.3109 loss_bbox_2: 0.1844 loss_giou_2: 0.3437 loss_ce_3: 0.2752 loss_bbox_3: 0.1746 loss_giou_3: 0.3408 loss_ce_4: 0.2556 loss_bbox_4: 0.1738 loss_giou_4: 0.3352 time: 0.2799 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 15:17:54] d2.utils.events INFO: eta: 10:11:16 iter: 319679 total_loss: 5.316 loss_ce: 0.2621 loss_bbox: 0.1733 loss_giou: 0.3121 loss_ce_0: 0.477 loss_bbox_0: 0.2928 loss_giou_0: 0.4781 loss_ce_1: 0.3721 loss_bbox_1: 0.2054 loss_giou_1: 0.3555 loss_ce_2: 0.3169 loss_bbox_2: 0.1856 loss_giou_2: 0.3289 loss_ce_3: 0.2792 loss_bbox_3: 0.1797 loss_giou_3: 0.3203 loss_ce_4: 0.2639 loss_bbox_4: 0.1759 loss_giou_4: 0.3159 time: 0.2799 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:00] d2.utils.events INFO: eta: 10:11:15 iter: 319699 total_loss: 5.15 loss_ce: 0.2649 loss_bbox: 0.1632 loss_giou: 0.3172 loss_ce_0: 0.4626 loss_bbox_0: 0.2778 loss_giou_0: 0.5061 loss_ce_1: 0.3588 loss_bbox_1: 0.192 loss_giou_1: 0.3669 loss_ce_2: 0.2936 loss_bbox_2: 0.1748 loss_giou_2: 0.3369 loss_ce_3: 0.2719 loss_bbox_3: 0.1687 loss_giou_3: 0.3317 loss_ce_4: 0.2701 loss_bbox_4: 0.167 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:06] d2.utils.events INFO: eta: 10:11:02 iter: 319719 total_loss: 5.565 loss_ce: 0.2664 loss_bbox: 0.1814 loss_giou: 0.331 loss_ce_0: 0.4815 loss_bbox_0: 0.3122 loss_giou_0: 0.4974 loss_ce_1: 0.3684 loss_bbox_1: 0.209 loss_giou_1: 0.3849 loss_ce_2: 0.3023 loss_bbox_2: 0.188 loss_giou_2: 0.3525 loss_ce_3: 0.2745 loss_bbox_3: 0.186 loss_giou_3: 0.3453 loss_ce_4: 0.2618 loss_bbox_4: 0.1833 loss_giou_4: 0.3375 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:11] d2.utils.events INFO: eta: 10:10:52 iter: 319739 total_loss: 5.196 loss_ce: 0.2308 loss_bbox: 0.1852 loss_giou: 0.3137 loss_ce_0: 0.4673 loss_bbox_0: 0.2884 loss_giou_0: 0.4775 loss_ce_1: 0.3457 loss_bbox_1: 0.2168 loss_giou_1: 0.3629 loss_ce_2: 0.2746 loss_bbox_2: 0.1992 loss_giou_2: 0.3365 loss_ce_3: 0.2436 loss_bbox_3: 0.1868 loss_giou_3: 0.3259 loss_ce_4: 0.231 loss_bbox_4: 0.1858 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:17] d2.utils.events INFO: eta: 10:11:15 iter: 319759 total_loss: 5.304 loss_ce: 0.2611 loss_bbox: 0.1642 loss_giou: 0.3123 loss_ce_0: 0.4574 loss_bbox_0: 0.2946 loss_giou_0: 0.5127 loss_ce_1: 0.3475 loss_bbox_1: 0.2014 loss_giou_1: 0.3707 loss_ce_2: 0.2977 loss_bbox_2: 0.1786 loss_giou_2: 0.3415 loss_ce_3: 0.2712 loss_bbox_3: 0.171 loss_giou_3: 0.3286 loss_ce_4: 0.2642 loss_bbox_4: 0.1659 loss_giou_4: 0.3135 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:23] d2.utils.events INFO: eta: 10:10:51 iter: 319779 total_loss: 4.905 loss_ce: 0.2432 loss_bbox: 0.1582 loss_giou: 0.3016 loss_ce_0: 0.457 loss_bbox_0: 0.2829 loss_giou_0: 0.4701 loss_ce_1: 0.3543 loss_bbox_1: 0.1947 loss_giou_1: 0.3494 loss_ce_2: 0.2905 loss_bbox_2: 0.1703 loss_giou_2: 0.3207 loss_ce_3: 0.2513 loss_bbox_3: 0.1691 loss_giou_3: 0.3185 loss_ce_4: 0.2411 loss_bbox_4: 0.1646 loss_giou_4: 0.3116 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:28] d2.utils.events INFO: eta: 10:10:49 iter: 319799 total_loss: 5.174 loss_ce: 0.2299 loss_bbox: 0.1673 loss_giou: 0.2959 loss_ce_0: 0.4525 loss_bbox_0: 0.279 loss_giou_0: 0.4741 loss_ce_1: 0.3429 loss_bbox_1: 0.2018 loss_giou_1: 0.3535 loss_ce_2: 0.2861 loss_bbox_2: 0.1825 loss_giou_2: 0.3143 loss_ce_3: 0.2534 loss_bbox_3: 0.177 loss_giou_3: 0.3046 loss_ce_4: 0.2328 loss_bbox_4: 0.1714 loss_giou_4: 0.2973 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:34] d2.utils.events INFO: eta: 10:10:49 iter: 319819 total_loss: 5.326 loss_ce: 0.2577 loss_bbox: 0.1769 loss_giou: 0.3138 loss_ce_0: 0.465 loss_bbox_0: 0.2915 loss_giou_0: 0.5064 loss_ce_1: 0.3603 loss_bbox_1: 0.2019 loss_giou_1: 0.365 loss_ce_2: 0.2897 loss_bbox_2: 0.1859 loss_giou_2: 0.3347 loss_ce_3: 0.2564 loss_bbox_3: 0.1834 loss_giou_3: 0.324 loss_ce_4: 0.2513 loss_bbox_4: 0.181 loss_giou_4: 0.3212 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:40] d2.utils.events INFO: eta: 10:10:34 iter: 319839 total_loss: 5.273 loss_ce: 0.2473 loss_bbox: 0.1557 loss_giou: 0.319 loss_ce_0: 0.4748 loss_bbox_0: 0.2757 loss_giou_0: 0.4892 loss_ce_1: 0.3526 loss_bbox_1: 0.1934 loss_giou_1: 0.3656 loss_ce_2: 0.287 loss_bbox_2: 0.1748 loss_giou_2: 0.3423 loss_ce_3: 0.2605 loss_bbox_3: 0.1666 loss_giou_3: 0.3311 loss_ce_4: 0.2462 loss_bbox_4: 0.1601 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:45] d2.utils.events INFO: eta: 10:10:18 iter: 319859 total_loss: 5.377 loss_ce: 0.2511 loss_bbox: 0.164 loss_giou: 0.3045 loss_ce_0: 0.4718 loss_bbox_0: 0.2876 loss_giou_0: 0.4729 loss_ce_1: 0.3556 loss_bbox_1: 0.1954 loss_giou_1: 0.3429 loss_ce_2: 0.3006 loss_bbox_2: 0.1726 loss_giou_2: 0.3189 loss_ce_3: 0.2718 loss_bbox_3: 0.1698 loss_giou_3: 0.32 loss_ce_4: 0.2546 loss_bbox_4: 0.1684 loss_giou_4: 0.3091 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:51] d2.utils.events INFO: eta: 10:10:08 iter: 319879 total_loss: 5.288 loss_ce: 0.2527 loss_bbox: 0.1645 loss_giou: 0.3196 loss_ce_0: 0.465 loss_bbox_0: 0.2928 loss_giou_0: 0.4977 loss_ce_1: 0.3599 loss_bbox_1: 0.1894 loss_giou_1: 0.363 loss_ce_2: 0.315 loss_bbox_2: 0.1734 loss_giou_2: 0.3307 loss_ce_3: 0.2818 loss_bbox_3: 0.1658 loss_giou_3: 0.3236 loss_ce_4: 0.2566 loss_bbox_4: 0.1675 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:18:57] d2.utils.events INFO: eta: 10:10:00 iter: 319899 total_loss: 5.237 loss_ce: 0.257 loss_bbox: 0.1708 loss_giou: 0.3126 loss_ce_0: 0.4623 loss_bbox_0: 0.2942 loss_giou_0: 0.492 loss_ce_1: 0.3441 loss_bbox_1: 0.2042 loss_giou_1: 0.3515 loss_ce_2: 0.2876 loss_bbox_2: 0.1875 loss_giou_2: 0.3237 loss_ce_3: 0.2627 loss_bbox_3: 0.1787 loss_giou_3: 0.3224 loss_ce_4: 0.2521 loss_bbox_4: 0.1788 loss_giou_4: 0.32 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:02] d2.utils.events INFO: eta: 10:09:54 iter: 319919 total_loss: 5.547 loss_ce: 0.2512 loss_bbox: 0.1838 loss_giou: 0.3395 loss_ce_0: 0.477 loss_bbox_0: 0.2913 loss_giou_0: 0.5307 loss_ce_1: 0.3566 loss_bbox_1: 0.2124 loss_giou_1: 0.3815 loss_ce_2: 0.3045 loss_bbox_2: 0.1959 loss_giou_2: 0.3575 loss_ce_3: 0.2682 loss_bbox_3: 0.1936 loss_giou_3: 0.3427 loss_ce_4: 0.2545 loss_bbox_4: 0.183 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:08] d2.utils.events INFO: eta: 10:09:49 iter: 319939 total_loss: 5.048 loss_ce: 0.2398 loss_bbox: 0.1669 loss_giou: 0.3148 loss_ce_0: 0.4738 loss_bbox_0: 0.2887 loss_giou_0: 0.503 loss_ce_1: 0.3578 loss_bbox_1: 0.1932 loss_giou_1: 0.3587 loss_ce_2: 0.281 loss_bbox_2: 0.1751 loss_giou_2: 0.3298 loss_ce_3: 0.2528 loss_bbox_3: 0.1675 loss_giou_3: 0.3234 loss_ce_4: 0.2363 loss_bbox_4: 0.1701 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:14] d2.utils.events INFO: eta: 10:09:43 iter: 319959 total_loss: 5.423 loss_ce: 0.2608 loss_bbox: 0.1633 loss_giou: 0.3221 loss_ce_0: 0.4734 loss_bbox_0: 0.281 loss_giou_0: 0.4925 loss_ce_1: 0.3779 loss_bbox_1: 0.1924 loss_giou_1: 0.3637 loss_ce_2: 0.3165 loss_bbox_2: 0.1783 loss_giou_2: 0.3391 loss_ce_3: 0.2776 loss_bbox_3: 0.1706 loss_giou_3: 0.3296 loss_ce_4: 0.2708 loss_bbox_4: 0.1689 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:19] d2.utils.events INFO: eta: 10:09:41 iter: 319979 total_loss: 5.548 loss_ce: 0.2763 loss_bbox: 0.1654 loss_giou: 0.3329 loss_ce_0: 0.4746 loss_bbox_0: 0.2813 loss_giou_0: 0.5269 loss_ce_1: 0.3722 loss_bbox_1: 0.1906 loss_giou_1: 0.3839 loss_ce_2: 0.32 loss_bbox_2: 0.1736 loss_giou_2: 0.3486 loss_ce_3: 0.2893 loss_bbox_3: 0.1681 loss_giou_3: 0.341 loss_ce_4: 0.2725 loss_bbox_4: 0.1658 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:25] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0319999.pth [11/03 15:19:27] d2.utils.events INFO: eta: 10:09:37 iter: 319999 total_loss: 5.112 loss_ce: 0.2597 loss_bbox: 0.1729 loss_giou: 0.3002 loss_ce_0: 0.4651 loss_bbox_0: 0.3001 loss_giou_0: 0.4744 loss_ce_1: 0.3707 loss_bbox_1: 0.2097 loss_giou_1: 0.3489 loss_ce_2: 0.3031 loss_bbox_2: 0.1873 loss_giou_2: 0.3189 loss_ce_3: 0.2792 loss_bbox_3: 0.1821 loss_giou_3: 0.3071 loss_ce_4: 0.2704 loss_bbox_4: 0.1729 loss_giou_4: 0.2988 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:33] d2.utils.events INFO: eta: 10:09:43 iter: 320019 total_loss: 4.937 loss_ce: 0.2301 loss_bbox: 0.1564 loss_giou: 0.2961 loss_ce_0: 0.4416 loss_bbox_0: 0.2759 loss_giou_0: 0.4775 loss_ce_1: 0.3292 loss_bbox_1: 0.1884 loss_giou_1: 0.3438 loss_ce_2: 0.2727 loss_bbox_2: 0.1696 loss_giou_2: 0.3185 loss_ce_3: 0.2452 loss_bbox_3: 0.1639 loss_giou_3: 0.3054 loss_ce_4: 0.223 loss_bbox_4: 0.1599 loss_giou_4: 0.3006 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:38] d2.utils.events INFO: eta: 10:09:38 iter: 320039 total_loss: 5.39 loss_ce: 0.2422 loss_bbox: 0.1906 loss_giou: 0.3407 loss_ce_0: 0.4497 loss_bbox_0: 0.3104 loss_giou_0: 0.5383 loss_ce_1: 0.3479 loss_bbox_1: 0.224 loss_giou_1: 0.3883 loss_ce_2: 0.2944 loss_bbox_2: 0.2031 loss_giou_2: 0.3617 loss_ce_3: 0.2549 loss_bbox_3: 0.195 loss_giou_3: 0.3481 loss_ce_4: 0.2422 loss_bbox_4: 0.196 loss_giou_4: 0.3454 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:44] d2.utils.events INFO: eta: 10:09:38 iter: 320059 total_loss: 5.295 loss_ce: 0.248 loss_bbox: 0.1713 loss_giou: 0.3321 loss_ce_0: 0.4609 loss_bbox_0: 0.2883 loss_giou_0: 0.5175 loss_ce_1: 0.3535 loss_bbox_1: 0.205 loss_giou_1: 0.3896 loss_ce_2: 0.2921 loss_bbox_2: 0.1851 loss_giou_2: 0.3579 loss_ce_3: 0.2595 loss_bbox_3: 0.1743 loss_giou_3: 0.3495 loss_ce_4: 0.2538 loss_bbox_4: 0.1715 loss_giou_4: 0.3368 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:50] d2.utils.events INFO: eta: 10:09:30 iter: 320079 total_loss: 5.386 loss_ce: 0.2517 loss_bbox: 0.1698 loss_giou: 0.3146 loss_ce_0: 0.4969 loss_bbox_0: 0.3032 loss_giou_0: 0.4893 loss_ce_1: 0.3683 loss_bbox_1: 0.1944 loss_giou_1: 0.3585 loss_ce_2: 0.3024 loss_bbox_2: 0.1864 loss_giou_2: 0.3383 loss_ce_3: 0.2649 loss_bbox_3: 0.1745 loss_giou_3: 0.3278 loss_ce_4: 0.2433 loss_bbox_4: 0.1692 loss_giou_4: 0.3179 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 15:19:56] d2.utils.events INFO: eta: 10:09:27 iter: 320099 total_loss: 5.402 loss_ce: 0.2591 loss_bbox: 0.1671 loss_giou: 0.3155 loss_ce_0: 0.4635 loss_bbox_0: 0.2921 loss_giou_0: 0.5082 loss_ce_1: 0.3535 loss_bbox_1: 0.2117 loss_giou_1: 0.3743 loss_ce_2: 0.2929 loss_bbox_2: 0.1832 loss_giou_2: 0.3462 loss_ce_3: 0.2724 loss_bbox_3: 0.1758 loss_giou_3: 0.3276 loss_ce_4: 0.2589 loss_bbox_4: 0.1698 loss_giou_4: 0.3195 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:01] d2.utils.events INFO: eta: 10:09:28 iter: 320119 total_loss: 5.468 loss_ce: 0.2664 loss_bbox: 0.1713 loss_giou: 0.3468 loss_ce_0: 0.4864 loss_bbox_0: 0.3026 loss_giou_0: 0.5273 loss_ce_1: 0.3739 loss_bbox_1: 0.1966 loss_giou_1: 0.3908 loss_ce_2: 0.3122 loss_bbox_2: 0.1827 loss_giou_2: 0.3594 loss_ce_3: 0.2799 loss_bbox_3: 0.1772 loss_giou_3: 0.3597 loss_ce_4: 0.2765 loss_bbox_4: 0.1691 loss_giou_4: 0.3518 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:07] d2.utils.events INFO: eta: 10:09:11 iter: 320139 total_loss: 4.927 loss_ce: 0.2359 loss_bbox: 0.1751 loss_giou: 0.2918 loss_ce_0: 0.4499 loss_bbox_0: 0.2894 loss_giou_0: 0.4662 loss_ce_1: 0.359 loss_bbox_1: 0.204 loss_giou_1: 0.3388 loss_ce_2: 0.2913 loss_bbox_2: 0.1864 loss_giou_2: 0.3034 loss_ce_3: 0.2608 loss_bbox_3: 0.1821 loss_giou_3: 0.2991 loss_ce_4: 0.2374 loss_bbox_4: 0.1751 loss_giou_4: 0.2912 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:13] d2.utils.events INFO: eta: 10:09:04 iter: 320159 total_loss: 5.304 loss_ce: 0.2528 loss_bbox: 0.1674 loss_giou: 0.305 loss_ce_0: 0.4669 loss_bbox_0: 0.2868 loss_giou_0: 0.488 loss_ce_1: 0.3619 loss_bbox_1: 0.2 loss_giou_1: 0.3597 loss_ce_2: 0.303 loss_bbox_2: 0.179 loss_giou_2: 0.3265 loss_ce_3: 0.2661 loss_bbox_3: 0.1744 loss_giou_3: 0.3253 loss_ce_4: 0.2573 loss_bbox_4: 0.1687 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:18] d2.utils.events INFO: eta: 10:08:51 iter: 320179 total_loss: 5.404 loss_ce: 0.2611 loss_bbox: 0.1757 loss_giou: 0.3097 loss_ce_0: 0.4685 loss_bbox_0: 0.3055 loss_giou_0: 0.4804 loss_ce_1: 0.3653 loss_bbox_1: 0.214 loss_giou_1: 0.361 loss_ce_2: 0.3096 loss_bbox_2: 0.1925 loss_giou_2: 0.3362 loss_ce_3: 0.2805 loss_bbox_3: 0.1815 loss_giou_3: 0.3178 loss_ce_4: 0.2658 loss_bbox_4: 0.1787 loss_giou_4: 0.3151 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:24] d2.utils.events INFO: eta: 10:08:40 iter: 320199 total_loss: 5.305 loss_ce: 0.2783 loss_bbox: 0.1761 loss_giou: 0.3226 loss_ce_0: 0.4814 loss_bbox_0: 0.2874 loss_giou_0: 0.4904 loss_ce_1: 0.3822 loss_bbox_1: 0.2118 loss_giou_1: 0.3708 loss_ce_2: 0.3197 loss_bbox_2: 0.1848 loss_giou_2: 0.3432 loss_ce_3: 0.2892 loss_bbox_3: 0.1843 loss_giou_3: 0.3323 loss_ce_4: 0.2804 loss_bbox_4: 0.1776 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:30] d2.utils.events INFO: eta: 10:08:47 iter: 320219 total_loss: 5.3 loss_ce: 0.2561 loss_bbox: 0.1729 loss_giou: 0.3221 loss_ce_0: 0.4721 loss_bbox_0: 0.2938 loss_giou_0: 0.4992 loss_ce_1: 0.367 loss_bbox_1: 0.2072 loss_giou_1: 0.3726 loss_ce_2: 0.306 loss_bbox_2: 0.1875 loss_giou_2: 0.3326 loss_ce_3: 0.2642 loss_bbox_3: 0.1784 loss_giou_3: 0.3226 loss_ce_4: 0.2566 loss_bbox_4: 0.1776 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:35] d2.utils.events INFO: eta: 10:08:42 iter: 320239 total_loss: 5.321 loss_ce: 0.259 loss_bbox: 0.1795 loss_giou: 0.3309 loss_ce_0: 0.4839 loss_bbox_0: 0.3085 loss_giou_0: 0.4983 loss_ce_1: 0.3594 loss_bbox_1: 0.2191 loss_giou_1: 0.3705 loss_ce_2: 0.3003 loss_bbox_2: 0.1934 loss_giou_2: 0.3468 loss_ce_3: 0.2832 loss_bbox_3: 0.1873 loss_giou_3: 0.3282 loss_ce_4: 0.2669 loss_bbox_4: 0.1812 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:41] d2.utils.events INFO: eta: 10:08:49 iter: 320259 total_loss: 5.326 loss_ce: 0.249 loss_bbox: 0.1746 loss_giou: 0.336 loss_ce_0: 0.4726 loss_bbox_0: 0.3098 loss_giou_0: 0.5203 loss_ce_1: 0.361 loss_bbox_1: 0.2161 loss_giou_1: 0.3908 loss_ce_2: 0.3171 loss_bbox_2: 0.1908 loss_giou_2: 0.361 loss_ce_3: 0.2712 loss_bbox_3: 0.1841 loss_giou_3: 0.3401 loss_ce_4: 0.2547 loss_bbox_4: 0.1774 loss_giou_4: 0.3371 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:47] d2.utils.events INFO: eta: 10:08:49 iter: 320279 total_loss: 5.209 loss_ce: 0.243 loss_bbox: 0.1691 loss_giou: 0.3216 loss_ce_0: 0.4671 loss_bbox_0: 0.305 loss_giou_0: 0.481 loss_ce_1: 0.3577 loss_bbox_1: 0.2086 loss_giou_1: 0.3673 loss_ce_2: 0.2878 loss_bbox_2: 0.1888 loss_giou_2: 0.3364 loss_ce_3: 0.2548 loss_bbox_3: 0.1793 loss_giou_3: 0.3247 loss_ce_4: 0.2386 loss_bbox_4: 0.176 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:52] d2.utils.events INFO: eta: 10:08:53 iter: 320299 total_loss: 5.447 loss_ce: 0.2424 loss_bbox: 0.1835 loss_giou: 0.3183 loss_ce_0: 0.4625 loss_bbox_0: 0.3062 loss_giou_0: 0.4832 loss_ce_1: 0.3556 loss_bbox_1: 0.2224 loss_giou_1: 0.3788 loss_ce_2: 0.3006 loss_bbox_2: 0.2027 loss_giou_2: 0.3431 loss_ce_3: 0.2637 loss_bbox_3: 0.1957 loss_giou_3: 0.3334 loss_ce_4: 0.2413 loss_bbox_4: 0.1836 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:20:58] d2.utils.events INFO: eta: 10:08:47 iter: 320319 total_loss: 5.431 loss_ce: 0.2745 loss_bbox: 0.1681 loss_giou: 0.3201 loss_ce_0: 0.4894 loss_bbox_0: 0.3122 loss_giou_0: 0.5181 loss_ce_1: 0.3783 loss_bbox_1: 0.2206 loss_giou_1: 0.3761 loss_ce_2: 0.3031 loss_bbox_2: 0.1897 loss_giou_2: 0.3447 loss_ce_3: 0.2743 loss_bbox_3: 0.1757 loss_giou_3: 0.3325 loss_ce_4: 0.2717 loss_bbox_4: 0.1713 loss_giou_4: 0.3254 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:04] d2.utils.events INFO: eta: 10:08:42 iter: 320339 total_loss: 5.533 loss_ce: 0.2637 loss_bbox: 0.1654 loss_giou: 0.3241 loss_ce_0: 0.4797 loss_bbox_0: 0.2972 loss_giou_0: 0.5297 loss_ce_1: 0.3779 loss_bbox_1: 0.2014 loss_giou_1: 0.3868 loss_ce_2: 0.3066 loss_bbox_2: 0.1767 loss_giou_2: 0.3442 loss_ce_3: 0.2848 loss_bbox_3: 0.1709 loss_giou_3: 0.3352 loss_ce_4: 0.2692 loss_bbox_4: 0.1669 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:09] d2.utils.events INFO: eta: 10:08:34 iter: 320359 total_loss: 4.973 loss_ce: 0.2331 loss_bbox: 0.1608 loss_giou: 0.2956 loss_ce_0: 0.4473 loss_bbox_0: 0.2805 loss_giou_0: 0.4753 loss_ce_1: 0.3493 loss_bbox_1: 0.1898 loss_giou_1: 0.3369 loss_ce_2: 0.294 loss_bbox_2: 0.1693 loss_giou_2: 0.3106 loss_ce_3: 0.2549 loss_bbox_3: 0.1661 loss_giou_3: 0.3033 loss_ce_4: 0.2268 loss_bbox_4: 0.1654 loss_giou_4: 0.2996 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:15] d2.utils.events INFO: eta: 10:08:25 iter: 320379 total_loss: 5.24 loss_ce: 0.2726 loss_bbox: 0.1623 loss_giou: 0.3123 loss_ce_0: 0.4683 loss_bbox_0: 0.2749 loss_giou_0: 0.5084 loss_ce_1: 0.371 loss_bbox_1: 0.1951 loss_giou_1: 0.3637 loss_ce_2: 0.3236 loss_bbox_2: 0.1749 loss_giou_2: 0.3378 loss_ce_3: 0.2831 loss_bbox_3: 0.1675 loss_giou_3: 0.3286 loss_ce_4: 0.2755 loss_bbox_4: 0.1673 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:21] d2.utils.events INFO: eta: 10:08:21 iter: 320399 total_loss: 5.458 loss_ce: 0.2749 loss_bbox: 0.1657 loss_giou: 0.3148 loss_ce_0: 0.4837 loss_bbox_0: 0.2951 loss_giou_0: 0.4846 loss_ce_1: 0.3807 loss_bbox_1: 0.1999 loss_giou_1: 0.3639 loss_ce_2: 0.3181 loss_bbox_2: 0.1772 loss_giou_2: 0.3367 loss_ce_3: 0.2747 loss_bbox_3: 0.1738 loss_giou_3: 0.3149 loss_ce_4: 0.2777 loss_bbox_4: 0.174 loss_giou_4: 0.3176 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:27] d2.utils.events INFO: eta: 10:07:54 iter: 320419 total_loss: 5.288 loss_ce: 0.2484 loss_bbox: 0.172 loss_giou: 0.3203 loss_ce_0: 0.4848 loss_bbox_0: 0.2919 loss_giou_0: 0.5018 loss_ce_1: 0.3588 loss_bbox_1: 0.208 loss_giou_1: 0.3652 loss_ce_2: 0.3032 loss_bbox_2: 0.1861 loss_giou_2: 0.3436 loss_ce_3: 0.2665 loss_bbox_3: 0.18 loss_giou_3: 0.3307 loss_ce_4: 0.2487 loss_bbox_4: 0.1762 loss_giou_4: 0.3246 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:32] d2.utils.events INFO: eta: 10:07:44 iter: 320439 total_loss: 5.288 loss_ce: 0.2497 loss_bbox: 0.1606 loss_giou: 0.3362 loss_ce_0: 0.4838 loss_bbox_0: 0.2909 loss_giou_0: 0.5182 loss_ce_1: 0.3727 loss_bbox_1: 0.2029 loss_giou_1: 0.382 loss_ce_2: 0.3077 loss_bbox_2: 0.1793 loss_giou_2: 0.3522 loss_ce_3: 0.2733 loss_bbox_3: 0.1705 loss_giou_3: 0.3402 loss_ce_4: 0.2512 loss_bbox_4: 0.1648 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:38] d2.utils.events INFO: eta: 10:07:29 iter: 320459 total_loss: 5.285 loss_ce: 0.2406 loss_bbox: 0.1852 loss_giou: 0.3185 loss_ce_0: 0.4547 loss_bbox_0: 0.3025 loss_giou_0: 0.4797 loss_ce_1: 0.3476 loss_bbox_1: 0.2103 loss_giou_1: 0.3548 loss_ce_2: 0.298 loss_bbox_2: 0.201 loss_giou_2: 0.3275 loss_ce_3: 0.2717 loss_bbox_3: 0.188 loss_giou_3: 0.3171 loss_ce_4: 0.2423 loss_bbox_4: 0.1848 loss_giou_4: 0.3178 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:44] d2.utils.events INFO: eta: 10:07:24 iter: 320479 total_loss: 5.147 loss_ce: 0.251 loss_bbox: 0.1739 loss_giou: 0.2996 loss_ce_0: 0.4536 loss_bbox_0: 0.2956 loss_giou_0: 0.4683 loss_ce_1: 0.3521 loss_bbox_1: 0.2026 loss_giou_1: 0.351 loss_ce_2: 0.2993 loss_bbox_2: 0.1818 loss_giou_2: 0.3231 loss_ce_3: 0.2651 loss_bbox_3: 0.1757 loss_giou_3: 0.3098 loss_ce_4: 0.261 loss_bbox_4: 0.1752 loss_giou_4: 0.3 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:49] d2.utils.events INFO: eta: 10:07:20 iter: 320499 total_loss: 5.328 loss_ce: 0.2555 loss_bbox: 0.1655 loss_giou: 0.3111 loss_ce_0: 0.4873 loss_bbox_0: 0.3061 loss_giou_0: 0.494 loss_ce_1: 0.3794 loss_bbox_1: 0.2097 loss_giou_1: 0.3785 loss_ce_2: 0.3072 loss_bbox_2: 0.1908 loss_giou_2: 0.3408 loss_ce_3: 0.2672 loss_bbox_3: 0.1777 loss_giou_3: 0.33 loss_ce_4: 0.2602 loss_bbox_4: 0.1723 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 15:21:55] d2.utils.events INFO: eta: 10:07:16 iter: 320519 total_loss: 5.511 loss_ce: 0.2602 loss_bbox: 0.1721 loss_giou: 0.3538 loss_ce_0: 0.4705 loss_bbox_0: 0.2993 loss_giou_0: 0.5359 loss_ce_1: 0.3642 loss_bbox_1: 0.215 loss_giou_1: 0.3887 loss_ce_2: 0.3045 loss_bbox_2: 0.1908 loss_giou_2: 0.3773 loss_ce_3: 0.2807 loss_bbox_3: 0.184 loss_giou_3: 0.3743 loss_ce_4: 0.2645 loss_bbox_4: 0.1754 loss_giou_4: 0.355 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:01] d2.utils.events INFO: eta: 10:07:16 iter: 320539 total_loss: 5.192 loss_ce: 0.2471 loss_bbox: 0.1835 loss_giou: 0.3095 loss_ce_0: 0.4486 loss_bbox_0: 0.3076 loss_giou_0: 0.4859 loss_ce_1: 0.3458 loss_bbox_1: 0.2154 loss_giou_1: 0.3553 loss_ce_2: 0.3013 loss_bbox_2: 0.2001 loss_giou_2: 0.3257 loss_ce_3: 0.2591 loss_bbox_3: 0.1931 loss_giou_3: 0.3184 loss_ce_4: 0.2468 loss_bbox_4: 0.1882 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:06] d2.utils.events INFO: eta: 10:07:11 iter: 320559 total_loss: 5.454 loss_ce: 0.2484 loss_bbox: 0.1868 loss_giou: 0.3054 loss_ce_0: 0.4724 loss_bbox_0: 0.3125 loss_giou_0: 0.5055 loss_ce_1: 0.3666 loss_bbox_1: 0.2149 loss_giou_1: 0.3597 loss_ce_2: 0.3077 loss_bbox_2: 0.1978 loss_giou_2: 0.324 loss_ce_3: 0.271 loss_bbox_3: 0.1868 loss_giou_3: 0.3152 loss_ce_4: 0.2507 loss_bbox_4: 0.1883 loss_giou_4: 0.3121 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:12] d2.utils.events INFO: eta: 10:07:03 iter: 320579 total_loss: 4.949 loss_ce: 0.225 loss_bbox: 0.1527 loss_giou: 0.3045 loss_ce_0: 0.4608 loss_bbox_0: 0.2676 loss_giou_0: 0.4803 loss_ce_1: 0.3391 loss_bbox_1: 0.1784 loss_giou_1: 0.3452 loss_ce_2: 0.2812 loss_bbox_2: 0.1569 loss_giou_2: 0.3212 loss_ce_3: 0.2574 loss_bbox_3: 0.1497 loss_giou_3: 0.3116 loss_ce_4: 0.2336 loss_bbox_4: 0.1551 loss_giou_4: 0.309 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:18] d2.utils.events INFO: eta: 10:06:59 iter: 320599 total_loss: 5.478 loss_ce: 0.2542 loss_bbox: 0.1819 loss_giou: 0.3265 loss_ce_0: 0.468 loss_bbox_0: 0.2999 loss_giou_0: 0.5119 loss_ce_1: 0.365 loss_bbox_1: 0.2129 loss_giou_1: 0.3725 loss_ce_2: 0.2973 loss_bbox_2: 0.1909 loss_giou_2: 0.348 loss_ce_3: 0.2728 loss_bbox_3: 0.1872 loss_giou_3: 0.3352 loss_ce_4: 0.2527 loss_bbox_4: 0.185 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:23] d2.utils.events INFO: eta: 10:06:55 iter: 320619 total_loss: 5.339 loss_ce: 0.2535 loss_bbox: 0.1654 loss_giou: 0.3399 loss_ce_0: 0.4685 loss_bbox_0: 0.2782 loss_giou_0: 0.5049 loss_ce_1: 0.3541 loss_bbox_1: 0.1938 loss_giou_1: 0.3851 loss_ce_2: 0.2999 loss_bbox_2: 0.174 loss_giou_2: 0.3485 loss_ce_3: 0.2615 loss_bbox_3: 0.1702 loss_giou_3: 0.3432 loss_ce_4: 0.2569 loss_bbox_4: 0.1662 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:29] d2.utils.events INFO: eta: 10:06:43 iter: 320639 total_loss: 5.566 loss_ce: 0.2507 loss_bbox: 0.1782 loss_giou: 0.3207 loss_ce_0: 0.4779 loss_bbox_0: 0.299 loss_giou_0: 0.4954 loss_ce_1: 0.3558 loss_bbox_1: 0.2171 loss_giou_1: 0.3843 loss_ce_2: 0.2898 loss_bbox_2: 0.1946 loss_giou_2: 0.3421 loss_ce_3: 0.2677 loss_bbox_3: 0.1891 loss_giou_3: 0.3298 loss_ce_4: 0.2491 loss_bbox_4: 0.1853 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:35] d2.utils.events INFO: eta: 10:06:31 iter: 320659 total_loss: 5.119 loss_ce: 0.2374 loss_bbox: 0.1631 loss_giou: 0.3187 loss_ce_0: 0.4587 loss_bbox_0: 0.2861 loss_giou_0: 0.5102 loss_ce_1: 0.3482 loss_bbox_1: 0.1918 loss_giou_1: 0.3694 loss_ce_2: 0.2826 loss_bbox_2: 0.1802 loss_giou_2: 0.3365 loss_ce_3: 0.2449 loss_bbox_3: 0.1696 loss_giou_3: 0.3217 loss_ce_4: 0.235 loss_bbox_4: 0.1651 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:41] d2.utils.events INFO: eta: 10:06:36 iter: 320679 total_loss: 5.164 loss_ce: 0.2507 loss_bbox: 0.1649 loss_giou: 0.3023 loss_ce_0: 0.4799 loss_bbox_0: 0.2821 loss_giou_0: 0.4721 loss_ce_1: 0.364 loss_bbox_1: 0.1926 loss_giou_1: 0.341 loss_ce_2: 0.303 loss_bbox_2: 0.179 loss_giou_2: 0.3197 loss_ce_3: 0.2548 loss_bbox_3: 0.1719 loss_giou_3: 0.3154 loss_ce_4: 0.2438 loss_bbox_4: 0.1707 loss_giou_4: 0.3121 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:46] d2.utils.events INFO: eta: 10:06:36 iter: 320699 total_loss: 5.129 loss_ce: 0.2419 loss_bbox: 0.1663 loss_giou: 0.3079 loss_ce_0: 0.4605 loss_bbox_0: 0.2932 loss_giou_0: 0.5061 loss_ce_1: 0.3589 loss_bbox_1: 0.1933 loss_giou_1: 0.3582 loss_ce_2: 0.2924 loss_bbox_2: 0.1809 loss_giou_2: 0.3294 loss_ce_3: 0.2617 loss_bbox_3: 0.1764 loss_giou_3: 0.3195 loss_ce_4: 0.2452 loss_bbox_4: 0.1687 loss_giou_4: 0.3113 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:52] d2.utils.events INFO: eta: 10:06:32 iter: 320719 total_loss: 5.37 loss_ce: 0.2638 loss_bbox: 0.1842 loss_giou: 0.3271 loss_ce_0: 0.4683 loss_bbox_0: 0.3011 loss_giou_0: 0.5078 loss_ce_1: 0.3731 loss_bbox_1: 0.2153 loss_giou_1: 0.3712 loss_ce_2: 0.3128 loss_bbox_2: 0.1978 loss_giou_2: 0.3451 loss_ce_3: 0.2775 loss_bbox_3: 0.1896 loss_giou_3: 0.3303 loss_ce_4: 0.2703 loss_bbox_4: 0.185 loss_giou_4: 0.327 time: 0.2799 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 15:22:58] d2.utils.events INFO: eta: 10:06:29 iter: 320739 total_loss: 5.164 loss_ce: 0.2358 loss_bbox: 0.163 loss_giou: 0.3152 loss_ce_0: 0.4634 loss_bbox_0: 0.285 loss_giou_0: 0.4863 loss_ce_1: 0.3407 loss_bbox_1: 0.2048 loss_giou_1: 0.3595 loss_ce_2: 0.2751 loss_bbox_2: 0.1789 loss_giou_2: 0.3315 loss_ce_3: 0.2555 loss_bbox_3: 0.1695 loss_giou_3: 0.324 loss_ce_4: 0.2362 loss_bbox_4: 0.1626 loss_giou_4: 0.3189 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:03] d2.utils.events INFO: eta: 10:06:16 iter: 320759 total_loss: 5.571 loss_ce: 0.2677 loss_bbox: 0.1761 loss_giou: 0.3366 loss_ce_0: 0.4887 loss_bbox_0: 0.303 loss_giou_0: 0.5338 loss_ce_1: 0.3776 loss_bbox_1: 0.2083 loss_giou_1: 0.3974 loss_ce_2: 0.3242 loss_bbox_2: 0.1899 loss_giou_2: 0.3614 loss_ce_3: 0.2887 loss_bbox_3: 0.1826 loss_giou_3: 0.3465 loss_ce_4: 0.2776 loss_bbox_4: 0.177 loss_giou_4: 0.3435 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:09] d2.utils.events INFO: eta: 10:06:15 iter: 320779 total_loss: 5.417 loss_ce: 0.2693 loss_bbox: 0.1792 loss_giou: 0.3283 loss_ce_0: 0.4844 loss_bbox_0: 0.3054 loss_giou_0: 0.5096 loss_ce_1: 0.3808 loss_bbox_1: 0.2109 loss_giou_1: 0.3794 loss_ce_2: 0.3192 loss_bbox_2: 0.2001 loss_giou_2: 0.3434 loss_ce_3: 0.2873 loss_bbox_3: 0.1915 loss_giou_3: 0.3403 loss_ce_4: 0.2712 loss_bbox_4: 0.19 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:15] d2.utils.events INFO: eta: 10:06:05 iter: 320799 total_loss: 5.363 loss_ce: 0.2422 loss_bbox: 0.1677 loss_giou: 0.3217 loss_ce_0: 0.4576 loss_bbox_0: 0.2927 loss_giou_0: 0.5005 loss_ce_1: 0.3509 loss_bbox_1: 0.2082 loss_giou_1: 0.3756 loss_ce_2: 0.2922 loss_bbox_2: 0.1843 loss_giou_2: 0.3416 loss_ce_3: 0.2551 loss_bbox_3: 0.1762 loss_giou_3: 0.3313 loss_ce_4: 0.249 loss_bbox_4: 0.1717 loss_giou_4: 0.3254 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:20] d2.utils.events INFO: eta: 10:06:02 iter: 320819 total_loss: 5.128 loss_ce: 0.2404 loss_bbox: 0.1687 loss_giou: 0.3238 loss_ce_0: 0.4667 loss_bbox_0: 0.2876 loss_giou_0: 0.4984 loss_ce_1: 0.3488 loss_bbox_1: 0.2077 loss_giou_1: 0.3723 loss_ce_2: 0.2887 loss_bbox_2: 0.184 loss_giou_2: 0.3455 loss_ce_3: 0.2608 loss_bbox_3: 0.1711 loss_giou_3: 0.3334 loss_ce_4: 0.2371 loss_bbox_4: 0.1737 loss_giou_4: 0.3266 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:26] d2.utils.events INFO: eta: 10:06:04 iter: 320839 total_loss: 5.56 loss_ce: 0.2591 loss_bbox: 0.1694 loss_giou: 0.3235 loss_ce_0: 0.4869 loss_bbox_0: 0.2973 loss_giou_0: 0.5192 loss_ce_1: 0.3755 loss_bbox_1: 0.2117 loss_giou_1: 0.3846 loss_ce_2: 0.3093 loss_bbox_2: 0.1851 loss_giou_2: 0.3468 loss_ce_3: 0.2794 loss_bbox_3: 0.1817 loss_giou_3: 0.3283 loss_ce_4: 0.2612 loss_bbox_4: 0.1742 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:32] d2.utils.events INFO: eta: 10:06:16 iter: 320859 total_loss: 5.434 loss_ce: 0.2757 loss_bbox: 0.1788 loss_giou: 0.3312 loss_ce_0: 0.4746 loss_bbox_0: 0.3094 loss_giou_0: 0.5018 loss_ce_1: 0.3687 loss_bbox_1: 0.2142 loss_giou_1: 0.3745 loss_ce_2: 0.3091 loss_bbox_2: 0.1954 loss_giou_2: 0.3492 loss_ce_3: 0.283 loss_bbox_3: 0.1858 loss_giou_3: 0.3391 loss_ce_4: 0.2737 loss_bbox_4: 0.1856 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:38] d2.utils.events INFO: eta: 10:06:16 iter: 320879 total_loss: 5.43 loss_ce: 0.2927 loss_bbox: 0.1701 loss_giou: 0.3132 loss_ce_0: 0.496 loss_bbox_0: 0.3006 loss_giou_0: 0.5081 loss_ce_1: 0.388 loss_bbox_1: 0.2052 loss_giou_1: 0.355 loss_ce_2: 0.3328 loss_bbox_2: 0.1822 loss_giou_2: 0.3296 loss_ce_3: 0.3117 loss_bbox_3: 0.1787 loss_giou_3: 0.3213 loss_ce_4: 0.2962 loss_bbox_4: 0.1724 loss_giou_4: 0.3163 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:43] d2.utils.events INFO: eta: 10:06:22 iter: 320899 total_loss: 5.546 loss_ce: 0.2592 loss_bbox: 0.1703 loss_giou: 0.3326 loss_ce_0: 0.4759 loss_bbox_0: 0.2915 loss_giou_0: 0.5108 loss_ce_1: 0.3667 loss_bbox_1: 0.2015 loss_giou_1: 0.3735 loss_ce_2: 0.3201 loss_bbox_2: 0.1787 loss_giou_2: 0.3487 loss_ce_3: 0.2836 loss_bbox_3: 0.1748 loss_giou_3: 0.3432 loss_ce_4: 0.268 loss_bbox_4: 0.1712 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:49] d2.utils.events INFO: eta: 10:06:12 iter: 320919 total_loss: 5.224 loss_ce: 0.2378 loss_bbox: 0.1718 loss_giou: 0.3145 loss_ce_0: 0.4541 loss_bbox_0: 0.2819 loss_giou_0: 0.4899 loss_ce_1: 0.3448 loss_bbox_1: 0.1996 loss_giou_1: 0.3557 loss_ce_2: 0.2864 loss_bbox_2: 0.1851 loss_giou_2: 0.3258 loss_ce_3: 0.2492 loss_bbox_3: 0.1779 loss_giou_3: 0.3299 loss_ce_4: 0.2334 loss_bbox_4: 0.1753 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:23:55] d2.utils.events INFO: eta: 10:06:07 iter: 320939 total_loss: 5.313 loss_ce: 0.2596 loss_bbox: 0.1729 loss_giou: 0.3123 loss_ce_0: 0.4921 loss_bbox_0: 0.2919 loss_giou_0: 0.474 loss_ce_1: 0.3784 loss_bbox_1: 0.1996 loss_giou_1: 0.3632 loss_ce_2: 0.3221 loss_bbox_2: 0.1908 loss_giou_2: 0.3369 loss_ce_3: 0.2798 loss_bbox_3: 0.1799 loss_giou_3: 0.3272 loss_ce_4: 0.267 loss_bbox_4: 0.1754 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:00] d2.utils.events INFO: eta: 10:05:58 iter: 320959 total_loss: 5.442 loss_ce: 0.2552 loss_bbox: 0.1691 loss_giou: 0.3349 loss_ce_0: 0.4681 loss_bbox_0: 0.2869 loss_giou_0: 0.5252 loss_ce_1: 0.368 loss_bbox_1: 0.1999 loss_giou_1: 0.3886 loss_ce_2: 0.3032 loss_bbox_2: 0.1818 loss_giou_2: 0.3564 loss_ce_3: 0.2679 loss_bbox_3: 0.1731 loss_giou_3: 0.3428 loss_ce_4: 0.2691 loss_bbox_4: 0.1696 loss_giou_4: 0.3372 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:06] d2.utils.events INFO: eta: 10:05:58 iter: 320979 total_loss: 5.627 loss_ce: 0.2784 loss_bbox: 0.1863 loss_giou: 0.3415 loss_ce_0: 0.4958 loss_bbox_0: 0.3101 loss_giou_0: 0.5032 loss_ce_1: 0.3977 loss_bbox_1: 0.218 loss_giou_1: 0.383 loss_ce_2: 0.3221 loss_bbox_2: 0.2025 loss_giou_2: 0.3583 loss_ce_3: 0.2932 loss_bbox_3: 0.1909 loss_giou_3: 0.344 loss_ce_4: 0.2794 loss_bbox_4: 0.1892 loss_giou_4: 0.3444 time: 0.2799 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:12] d2.utils.events INFO: eta: 10:05:52 iter: 320999 total_loss: 5.19 loss_ce: 0.2569 loss_bbox: 0.1775 loss_giou: 0.3179 loss_ce_0: 0.4593 loss_bbox_0: 0.3006 loss_giou_0: 0.4839 loss_ce_1: 0.3585 loss_bbox_1: 0.2064 loss_giou_1: 0.3557 loss_ce_2: 0.2921 loss_bbox_2: 0.1897 loss_giou_2: 0.3349 loss_ce_3: 0.2668 loss_bbox_3: 0.1809 loss_giou_3: 0.3287 loss_ce_4: 0.2609 loss_bbox_4: 0.1793 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:18] d2.utils.events INFO: eta: 10:05:42 iter: 321019 total_loss: 5.436 loss_ce: 0.2734 loss_bbox: 0.1735 loss_giou: 0.3288 loss_ce_0: 0.4813 loss_bbox_0: 0.3018 loss_giou_0: 0.5064 loss_ce_1: 0.379 loss_bbox_1: 0.2019 loss_giou_1: 0.3736 loss_ce_2: 0.3326 loss_bbox_2: 0.1819 loss_giou_2: 0.3494 loss_ce_3: 0.2937 loss_bbox_3: 0.1771 loss_giou_3: 0.3419 loss_ce_4: 0.2749 loss_bbox_4: 0.1731 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:23] d2.utils.events INFO: eta: 10:05:25 iter: 321039 total_loss: 5.247 loss_ce: 0.2443 loss_bbox: 0.1585 loss_giou: 0.3198 loss_ce_0: 0.4695 loss_bbox_0: 0.2918 loss_giou_0: 0.5065 loss_ce_1: 0.3695 loss_bbox_1: 0.1902 loss_giou_1: 0.3635 loss_ce_2: 0.3061 loss_bbox_2: 0.1687 loss_giou_2: 0.339 loss_ce_3: 0.2727 loss_bbox_3: 0.1675 loss_giou_3: 0.334 loss_ce_4: 0.243 loss_bbox_4: 0.1596 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:29] d2.utils.events INFO: eta: 10:04:53 iter: 321059 total_loss: 5.307 loss_ce: 0.2539 loss_bbox: 0.1728 loss_giou: 0.3128 loss_ce_0: 0.4705 loss_bbox_0: 0.2984 loss_giou_0: 0.5003 loss_ce_1: 0.3545 loss_bbox_1: 0.2041 loss_giou_1: 0.3681 loss_ce_2: 0.3018 loss_bbox_2: 0.1845 loss_giou_2: 0.3357 loss_ce_3: 0.2688 loss_bbox_3: 0.1789 loss_giou_3: 0.3271 loss_ce_4: 0.2591 loss_bbox_4: 0.1745 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:35] d2.utils.events INFO: eta: 10:04:49 iter: 321079 total_loss: 5.447 loss_ce: 0.2623 loss_bbox: 0.176 loss_giou: 0.3411 loss_ce_0: 0.4868 loss_bbox_0: 0.2933 loss_giou_0: 0.5419 loss_ce_1: 0.3759 loss_bbox_1: 0.2026 loss_giou_1: 0.3844 loss_ce_2: 0.3114 loss_bbox_2: 0.1894 loss_giou_2: 0.356 loss_ce_3: 0.2804 loss_bbox_3: 0.1824 loss_giou_3: 0.3485 loss_ce_4: 0.2672 loss_bbox_4: 0.1777 loss_giou_4: 0.3422 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:40] d2.utils.events INFO: eta: 10:04:44 iter: 321099 total_loss: 5.102 loss_ce: 0.2606 loss_bbox: 0.1583 loss_giou: 0.2879 loss_ce_0: 0.4731 loss_bbox_0: 0.2966 loss_giou_0: 0.4508 loss_ce_1: 0.3637 loss_bbox_1: 0.2012 loss_giou_1: 0.3399 loss_ce_2: 0.2963 loss_bbox_2: 0.1742 loss_giou_2: 0.3082 loss_ce_3: 0.2572 loss_bbox_3: 0.1712 loss_giou_3: 0.2976 loss_ce_4: 0.2525 loss_bbox_4: 0.163 loss_giou_4: 0.2952 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:46] d2.utils.events INFO: eta: 10:04:38 iter: 321119 total_loss: 5.027 loss_ce: 0.2506 loss_bbox: 0.1459 loss_giou: 0.3292 loss_ce_0: 0.4507 loss_bbox_0: 0.2745 loss_giou_0: 0.5201 loss_ce_1: 0.34 loss_bbox_1: 0.184 loss_giou_1: 0.3797 loss_ce_2: 0.2844 loss_bbox_2: 0.158 loss_giou_2: 0.3418 loss_ce_3: 0.2449 loss_bbox_3: 0.1529 loss_giou_3: 0.3356 loss_ce_4: 0.2517 loss_bbox_4: 0.1498 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:52] d2.utils.events INFO: eta: 10:04:53 iter: 321139 total_loss: 5.085 loss_ce: 0.2347 loss_bbox: 0.1744 loss_giou: 0.3215 loss_ce_0: 0.4477 loss_bbox_0: 0.2939 loss_giou_0: 0.4928 loss_ce_1: 0.3467 loss_bbox_1: 0.2062 loss_giou_1: 0.3667 loss_ce_2: 0.2905 loss_bbox_2: 0.1847 loss_giou_2: 0.3329 loss_ce_3: 0.2523 loss_bbox_3: 0.1786 loss_giou_3: 0.3298 loss_ce_4: 0.2441 loss_bbox_4: 0.1742 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 15:24:57] d2.utils.events INFO: eta: 10:04:51 iter: 321159 total_loss: 5.667 loss_ce: 0.2905 loss_bbox: 0.1888 loss_giou: 0.3342 loss_ce_0: 0.5059 loss_bbox_0: 0.3134 loss_giou_0: 0.5124 loss_ce_1: 0.3874 loss_bbox_1: 0.2255 loss_giou_1: 0.383 loss_ce_2: 0.3345 loss_bbox_2: 0.2061 loss_giou_2: 0.3563 loss_ce_3: 0.3039 loss_bbox_3: 0.1939 loss_giou_3: 0.3452 loss_ce_4: 0.2933 loss_bbox_4: 0.19 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:03] d2.utils.events INFO: eta: 10:04:42 iter: 321179 total_loss: 5.204 loss_ce: 0.2441 loss_bbox: 0.176 loss_giou: 0.3069 loss_ce_0: 0.4735 loss_bbox_0: 0.2894 loss_giou_0: 0.4811 loss_ce_1: 0.3571 loss_bbox_1: 0.2067 loss_giou_1: 0.3491 loss_ce_2: 0.2879 loss_bbox_2: 0.1895 loss_giou_2: 0.3206 loss_ce_3: 0.2555 loss_bbox_3: 0.184 loss_giou_3: 0.3097 loss_ce_4: 0.2441 loss_bbox_4: 0.181 loss_giou_4: 0.306 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:09] d2.utils.events INFO: eta: 10:04:42 iter: 321199 total_loss: 5.151 loss_ce: 0.261 loss_bbox: 0.1662 loss_giou: 0.2972 loss_ce_0: 0.476 loss_bbox_0: 0.2886 loss_giou_0: 0.4747 loss_ce_1: 0.3536 loss_bbox_1: 0.1987 loss_giou_1: 0.3423 loss_ce_2: 0.3006 loss_bbox_2: 0.1705 loss_giou_2: 0.3043 loss_ce_3: 0.2599 loss_bbox_3: 0.1656 loss_giou_3: 0.2959 loss_ce_4: 0.2469 loss_bbox_4: 0.1699 loss_giou_4: 0.2984 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:14] d2.utils.events INFO: eta: 10:04:27 iter: 321219 total_loss: 5.417 loss_ce: 0.2593 loss_bbox: 0.1678 loss_giou: 0.3054 loss_ce_0: 0.4929 loss_bbox_0: 0.2931 loss_giou_0: 0.4702 loss_ce_1: 0.3841 loss_bbox_1: 0.2036 loss_giou_1: 0.3517 loss_ce_2: 0.3103 loss_bbox_2: 0.1842 loss_giou_2: 0.3236 loss_ce_3: 0.2797 loss_bbox_3: 0.1753 loss_giou_3: 0.3146 loss_ce_4: 0.2642 loss_bbox_4: 0.1717 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:20] d2.utils.events INFO: eta: 10:04:25 iter: 321239 total_loss: 5.325 loss_ce: 0.255 loss_bbox: 0.1752 loss_giou: 0.3078 loss_ce_0: 0.458 loss_bbox_0: 0.3043 loss_giou_0: 0.4809 loss_ce_1: 0.3701 loss_bbox_1: 0.2071 loss_giou_1: 0.3577 loss_ce_2: 0.3014 loss_bbox_2: 0.1876 loss_giou_2: 0.3283 loss_ce_3: 0.2713 loss_bbox_3: 0.1808 loss_giou_3: 0.3172 loss_ce_4: 0.2578 loss_bbox_4: 0.1762 loss_giou_4: 0.3131 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:26] d2.utils.events INFO: eta: 10:04:15 iter: 321259 total_loss: 5.377 loss_ce: 0.2477 loss_bbox: 0.1633 loss_giou: 0.3225 loss_ce_0: 0.4615 loss_bbox_0: 0.2886 loss_giou_0: 0.494 loss_ce_1: 0.3519 loss_bbox_1: 0.199 loss_giou_1: 0.3669 loss_ce_2: 0.2963 loss_bbox_2: 0.181 loss_giou_2: 0.3412 loss_ce_3: 0.2636 loss_bbox_3: 0.1719 loss_giou_3: 0.3304 loss_ce_4: 0.256 loss_bbox_4: 0.1679 loss_giou_4: 0.3307 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:32] d2.utils.events INFO: eta: 10:04:00 iter: 321279 total_loss: 4.908 loss_ce: 0.2382 loss_bbox: 0.1511 loss_giou: 0.2892 loss_ce_0: 0.4715 loss_bbox_0: 0.2769 loss_giou_0: 0.4832 loss_ce_1: 0.3582 loss_bbox_1: 0.1847 loss_giou_1: 0.3466 loss_ce_2: 0.2946 loss_bbox_2: 0.1663 loss_giou_2: 0.3162 loss_ce_3: 0.2601 loss_bbox_3: 0.1639 loss_giou_3: 0.3038 loss_ce_4: 0.2499 loss_bbox_4: 0.1554 loss_giou_4: 0.2991 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:38] d2.utils.events INFO: eta: 10:03:56 iter: 321299 total_loss: 5.555 loss_ce: 0.254 loss_bbox: 0.1672 loss_giou: 0.336 loss_ce_0: 0.4758 loss_bbox_0: 0.2887 loss_giou_0: 0.5189 loss_ce_1: 0.3587 loss_bbox_1: 0.1989 loss_giou_1: 0.3969 loss_ce_2: 0.2964 loss_bbox_2: 0.1826 loss_giou_2: 0.3583 loss_ce_3: 0.2619 loss_bbox_3: 0.1717 loss_giou_3: 0.3522 loss_ce_4: 0.2548 loss_bbox_4: 0.1691 loss_giou_4: 0.3431 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:43] d2.utils.events INFO: eta: 10:03:49 iter: 321319 total_loss: 5.431 loss_ce: 0.2649 loss_bbox: 0.1706 loss_giou: 0.3435 loss_ce_0: 0.4967 loss_bbox_0: 0.2754 loss_giou_0: 0.513 loss_ce_1: 0.3828 loss_bbox_1: 0.1887 loss_giou_1: 0.3799 loss_ce_2: 0.3049 loss_bbox_2: 0.183 loss_giou_2: 0.3583 loss_ce_3: 0.2768 loss_bbox_3: 0.1706 loss_giou_3: 0.3494 loss_ce_4: 0.2751 loss_bbox_4: 0.1709 loss_giou_4: 0.3509 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:49] d2.utils.events INFO: eta: 10:03:40 iter: 321339 total_loss: 5.218 loss_ce: 0.256 loss_bbox: 0.1706 loss_giou: 0.3146 loss_ce_0: 0.4518 loss_bbox_0: 0.2924 loss_giou_0: 0.485 loss_ce_1: 0.3588 loss_bbox_1: 0.201 loss_giou_1: 0.3518 loss_ce_2: 0.302 loss_bbox_2: 0.1865 loss_giou_2: 0.3288 loss_ce_3: 0.277 loss_bbox_3: 0.1752 loss_giou_3: 0.3197 loss_ce_4: 0.2564 loss_bbox_4: 0.1746 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 15:25:55] d2.utils.events INFO: eta: 10:03:29 iter: 321359 total_loss: 5.145 loss_ce: 0.2494 loss_bbox: 0.1778 loss_giou: 0.3164 loss_ce_0: 0.4765 loss_bbox_0: 0.2954 loss_giou_0: 0.4944 loss_ce_1: 0.3439 loss_bbox_1: 0.2049 loss_giou_1: 0.3584 loss_ce_2: 0.2901 loss_bbox_2: 0.1904 loss_giou_2: 0.3321 loss_ce_3: 0.2585 loss_bbox_3: 0.1856 loss_giou_3: 0.3243 loss_ce_4: 0.2477 loss_bbox_4: 0.1787 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:00] d2.utils.events INFO: eta: 10:03:22 iter: 321379 total_loss: 5.374 loss_ce: 0.2658 loss_bbox: 0.1703 loss_giou: 0.3116 loss_ce_0: 0.4702 loss_bbox_0: 0.2915 loss_giou_0: 0.4971 loss_ce_1: 0.3634 loss_bbox_1: 0.2047 loss_giou_1: 0.3609 loss_ce_2: 0.3136 loss_bbox_2: 0.1847 loss_giou_2: 0.3318 loss_ce_3: 0.2812 loss_bbox_3: 0.1776 loss_giou_3: 0.3223 loss_ce_4: 0.2653 loss_bbox_4: 0.1716 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:06] d2.utils.events INFO: eta: 10:03:14 iter: 321399 total_loss: 5.473 loss_ce: 0.2536 loss_bbox: 0.1698 loss_giou: 0.3367 loss_ce_0: 0.4499 loss_bbox_0: 0.301 loss_giou_0: 0.5081 loss_ce_1: 0.3509 loss_bbox_1: 0.1991 loss_giou_1: 0.3884 loss_ce_2: 0.3041 loss_bbox_2: 0.1797 loss_giou_2: 0.357 loss_ce_3: 0.2792 loss_bbox_3: 0.1709 loss_giou_3: 0.3487 loss_ce_4: 0.2691 loss_bbox_4: 0.1666 loss_giou_4: 0.3372 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:12] d2.utils.events INFO: eta: 10:03:09 iter: 321419 total_loss: 5.271 loss_ce: 0.2544 loss_bbox: 0.1816 loss_giou: 0.3053 loss_ce_0: 0.4774 loss_bbox_0: 0.2997 loss_giou_0: 0.4869 loss_ce_1: 0.3657 loss_bbox_1: 0.2109 loss_giou_1: 0.3563 loss_ce_2: 0.3054 loss_bbox_2: 0.1941 loss_giou_2: 0.3267 loss_ce_3: 0.2756 loss_bbox_3: 0.1898 loss_giou_3: 0.3151 loss_ce_4: 0.2565 loss_bbox_4: 0.1864 loss_giou_4: 0.3055 time: 0.2799 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:18] d2.utils.events INFO: eta: 10:03:07 iter: 321439 total_loss: 5.214 loss_ce: 0.2401 loss_bbox: 0.1765 loss_giou: 0.3173 loss_ce_0: 0.4637 loss_bbox_0: 0.2927 loss_giou_0: 0.4744 loss_ce_1: 0.3453 loss_bbox_1: 0.2143 loss_giou_1: 0.3545 loss_ce_2: 0.2922 loss_bbox_2: 0.1945 loss_giou_2: 0.3365 loss_ce_3: 0.2559 loss_bbox_3: 0.1802 loss_giou_3: 0.324 loss_ce_4: 0.2449 loss_bbox_4: 0.1859 loss_giou_4: 0.3152 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:23] d2.utils.events INFO: eta: 10:03:05 iter: 321459 total_loss: 5.318 loss_ce: 0.2641 loss_bbox: 0.1632 loss_giou: 0.3052 loss_ce_0: 0.4692 loss_bbox_0: 0.3015 loss_giou_0: 0.4825 loss_ce_1: 0.3751 loss_bbox_1: 0.1955 loss_giou_1: 0.3448 loss_ce_2: 0.319 loss_bbox_2: 0.1794 loss_giou_2: 0.3225 loss_ce_3: 0.2788 loss_bbox_3: 0.1722 loss_giou_3: 0.3071 loss_ce_4: 0.2652 loss_bbox_4: 0.1677 loss_giou_4: 0.3095 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:29] d2.utils.events INFO: eta: 10:03:02 iter: 321479 total_loss: 5.617 loss_ce: 0.2853 loss_bbox: 0.1758 loss_giou: 0.3447 loss_ce_0: 0.4872 loss_bbox_0: 0.3022 loss_giou_0: 0.5367 loss_ce_1: 0.3853 loss_bbox_1: 0.205 loss_giou_1: 0.3912 loss_ce_2: 0.3275 loss_bbox_2: 0.1888 loss_giou_2: 0.361 loss_ce_3: 0.3006 loss_bbox_3: 0.1825 loss_giou_3: 0.3497 loss_ce_4: 0.2837 loss_bbox_4: 0.1756 loss_giou_4: 0.3451 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:35] d2.utils.events INFO: eta: 10:02:49 iter: 321499 total_loss: 5.323 loss_ce: 0.2359 loss_bbox: 0.176 loss_giou: 0.324 loss_ce_0: 0.4755 loss_bbox_0: 0.2955 loss_giou_0: 0.4956 loss_ce_1: 0.3542 loss_bbox_1: 0.2033 loss_giou_1: 0.369 loss_ce_2: 0.2888 loss_bbox_2: 0.1801 loss_giou_2: 0.3488 loss_ce_3: 0.2581 loss_bbox_3: 0.1747 loss_giou_3: 0.3334 loss_ce_4: 0.2383 loss_bbox_4: 0.1742 loss_giou_4: 0.3259 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:40] d2.utils.events INFO: eta: 10:02:36 iter: 321519 total_loss: 5.389 loss_ce: 0.264 loss_bbox: 0.1807 loss_giou: 0.3253 loss_ce_0: 0.4958 loss_bbox_0: 0.2969 loss_giou_0: 0.4965 loss_ce_1: 0.3965 loss_bbox_1: 0.2063 loss_giou_1: 0.3719 loss_ce_2: 0.3262 loss_bbox_2: 0.1938 loss_giou_2: 0.3444 loss_ce_3: 0.2861 loss_bbox_3: 0.1877 loss_giou_3: 0.3356 loss_ce_4: 0.2668 loss_bbox_4: 0.1795 loss_giou_4: 0.3259 time: 0.2799 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:46] d2.utils.events INFO: eta: 10:02:38 iter: 321539 total_loss: 5.281 loss_ce: 0.2454 loss_bbox: 0.1757 loss_giou: 0.2983 loss_ce_0: 0.4722 loss_bbox_0: 0.2869 loss_giou_0: 0.4781 loss_ce_1: 0.3645 loss_bbox_1: 0.2035 loss_giou_1: 0.3458 loss_ce_2: 0.3009 loss_bbox_2: 0.19 loss_giou_2: 0.322 loss_ce_3: 0.266 loss_bbox_3: 0.1815 loss_giou_3: 0.3087 loss_ce_4: 0.2467 loss_bbox_4: 0.1799 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:52] d2.utils.events INFO: eta: 10:02:31 iter: 321559 total_loss: 5.326 loss_ce: 0.2604 loss_bbox: 0.1608 loss_giou: 0.315 loss_ce_0: 0.4732 loss_bbox_0: 0.2994 loss_giou_0: 0.5211 loss_ce_1: 0.3698 loss_bbox_1: 0.2014 loss_giou_1: 0.3745 loss_ce_2: 0.3006 loss_bbox_2: 0.1806 loss_giou_2: 0.3327 loss_ce_3: 0.2784 loss_bbox_3: 0.1665 loss_giou_3: 0.3179 loss_ce_4: 0.2645 loss_bbox_4: 0.1666 loss_giou_4: 0.314 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:26:57] d2.utils.events INFO: eta: 10:02:27 iter: 321579 total_loss: 5.366 loss_ce: 0.2681 loss_bbox: 0.1611 loss_giou: 0.3336 loss_ce_0: 0.4686 loss_bbox_0: 0.2849 loss_giou_0: 0.4939 loss_ce_1: 0.3696 loss_bbox_1: 0.2009 loss_giou_1: 0.3694 loss_ce_2: 0.3056 loss_bbox_2: 0.1779 loss_giou_2: 0.3529 loss_ce_3: 0.281 loss_bbox_3: 0.1708 loss_giou_3: 0.3427 loss_ce_4: 0.2675 loss_bbox_4: 0.1689 loss_giou_4: 0.3343 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:03] d2.utils.events INFO: eta: 10:02:19 iter: 321599 total_loss: 5.641 loss_ce: 0.2688 loss_bbox: 0.1797 loss_giou: 0.33 loss_ce_0: 0.4535 loss_bbox_0: 0.3092 loss_giou_0: 0.5018 loss_ce_1: 0.3668 loss_bbox_1: 0.2123 loss_giou_1: 0.3901 loss_ce_2: 0.3044 loss_bbox_2: 0.1948 loss_giou_2: 0.3565 loss_ce_3: 0.2751 loss_bbox_3: 0.1897 loss_giou_3: 0.3446 loss_ce_4: 0.2669 loss_bbox_4: 0.1846 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:09] d2.utils.events INFO: eta: 10:02:14 iter: 321619 total_loss: 5.437 loss_ce: 0.2547 loss_bbox: 0.1758 loss_giou: 0.3134 loss_ce_0: 0.4828 loss_bbox_0: 0.3133 loss_giou_0: 0.5003 loss_ce_1: 0.3658 loss_bbox_1: 0.2097 loss_giou_1: 0.3704 loss_ce_2: 0.3037 loss_bbox_2: 0.1872 loss_giou_2: 0.3328 loss_ce_3: 0.2633 loss_bbox_3: 0.1854 loss_giou_3: 0.3284 loss_ce_4: 0.2545 loss_bbox_4: 0.1808 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:14] d2.utils.events INFO: eta: 10:02:11 iter: 321639 total_loss: 5.25 loss_ce: 0.2544 loss_bbox: 0.1709 loss_giou: 0.3036 loss_ce_0: 0.4736 loss_bbox_0: 0.2938 loss_giou_0: 0.4815 loss_ce_1: 0.3711 loss_bbox_1: 0.2063 loss_giou_1: 0.3511 loss_ce_2: 0.2973 loss_bbox_2: 0.1905 loss_giou_2: 0.3273 loss_ce_3: 0.2621 loss_bbox_3: 0.182 loss_giou_3: 0.3142 loss_ce_4: 0.2577 loss_bbox_4: 0.1736 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:20] d2.utils.events INFO: eta: 10:02:06 iter: 321659 total_loss: 5.345 loss_ce: 0.2559 loss_bbox: 0.1668 loss_giou: 0.3185 loss_ce_0: 0.4728 loss_bbox_0: 0.2852 loss_giou_0: 0.5029 loss_ce_1: 0.3635 loss_bbox_1: 0.2039 loss_giou_1: 0.3619 loss_ce_2: 0.2904 loss_bbox_2: 0.1848 loss_giou_2: 0.3412 loss_ce_3: 0.2601 loss_bbox_3: 0.1744 loss_giou_3: 0.334 loss_ce_4: 0.2583 loss_bbox_4: 0.1693 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:26] d2.utils.events INFO: eta: 10:01:58 iter: 321679 total_loss: 5.414 loss_ce: 0.2659 loss_bbox: 0.169 loss_giou: 0.319 loss_ce_0: 0.4947 loss_bbox_0: 0.2924 loss_giou_0: 0.5105 loss_ce_1: 0.3755 loss_bbox_1: 0.1985 loss_giou_1: 0.3724 loss_ce_2: 0.3136 loss_bbox_2: 0.1765 loss_giou_2: 0.3317 loss_ce_3: 0.2835 loss_bbox_3: 0.1726 loss_giou_3: 0.3285 loss_ce_4: 0.2677 loss_bbox_4: 0.1713 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:32] d2.utils.events INFO: eta: 10:01:45 iter: 321699 total_loss: 5.252 loss_ce: 0.246 loss_bbox: 0.1737 loss_giou: 0.3104 loss_ce_0: 0.4652 loss_bbox_0: 0.3131 loss_giou_0: 0.4812 loss_ce_1: 0.3688 loss_bbox_1: 0.2152 loss_giou_1: 0.3574 loss_ce_2: 0.3026 loss_bbox_2: 0.1887 loss_giou_2: 0.338 loss_ce_3: 0.2728 loss_bbox_3: 0.1815 loss_giou_3: 0.323 loss_ce_4: 0.2541 loss_bbox_4: 0.1755 loss_giou_4: 0.3144 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:37] d2.utils.events INFO: eta: 10:01:33 iter: 321719 total_loss: 5.388 loss_ce: 0.2642 loss_bbox: 0.1977 loss_giou: 0.3222 loss_ce_0: 0.4902 loss_bbox_0: 0.3084 loss_giou_0: 0.4826 loss_ce_1: 0.3833 loss_bbox_1: 0.2286 loss_giou_1: 0.3658 loss_ce_2: 0.3112 loss_bbox_2: 0.2129 loss_giou_2: 0.3381 loss_ce_3: 0.2807 loss_bbox_3: 0.2035 loss_giou_3: 0.3312 loss_ce_4: 0.264 loss_bbox_4: 0.2006 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:43] d2.utils.events INFO: eta: 10:01:28 iter: 321739 total_loss: 5.325 loss_ce: 0.2505 loss_bbox: 0.1749 loss_giou: 0.3365 loss_ce_0: 0.4635 loss_bbox_0: 0.2884 loss_giou_0: 0.5318 loss_ce_1: 0.3579 loss_bbox_1: 0.2035 loss_giou_1: 0.386 loss_ce_2: 0.2936 loss_bbox_2: 0.188 loss_giou_2: 0.3572 loss_ce_3: 0.259 loss_bbox_3: 0.1825 loss_giou_3: 0.3418 loss_ce_4: 0.2467 loss_bbox_4: 0.1771 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:49] d2.utils.events INFO: eta: 10:01:30 iter: 321759 total_loss: 5.264 loss_ce: 0.2643 loss_bbox: 0.1648 loss_giou: 0.3128 loss_ce_0: 0.4887 loss_bbox_0: 0.2957 loss_giou_0: 0.5099 loss_ce_1: 0.3688 loss_bbox_1: 0.198 loss_giou_1: 0.3654 loss_ce_2: 0.3233 loss_bbox_2: 0.1783 loss_giou_2: 0.3302 loss_ce_3: 0.2755 loss_bbox_3: 0.1746 loss_giou_3: 0.3188 loss_ce_4: 0.2625 loss_bbox_4: 0.1716 loss_giou_4: 0.316 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 15:27:54] d2.utils.events INFO: eta: 10:01:29 iter: 321779 total_loss: 5.289 loss_ce: 0.2581 loss_bbox: 0.1789 loss_giou: 0.3215 loss_ce_0: 0.4636 loss_bbox_0: 0.2968 loss_giou_0: 0.4932 loss_ce_1: 0.3551 loss_bbox_1: 0.2117 loss_giou_1: 0.3699 loss_ce_2: 0.3033 loss_bbox_2: 0.201 loss_giou_2: 0.3352 loss_ce_3: 0.2795 loss_bbox_3: 0.1857 loss_giou_3: 0.329 loss_ce_4: 0.2688 loss_bbox_4: 0.1828 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:00] d2.utils.events INFO: eta: 10:01:23 iter: 321799 total_loss: 5.439 loss_ce: 0.2729 loss_bbox: 0.1775 loss_giou: 0.3215 loss_ce_0: 0.4894 loss_bbox_0: 0.3004 loss_giou_0: 0.4938 loss_ce_1: 0.3771 loss_bbox_1: 0.2091 loss_giou_1: 0.3543 loss_ce_2: 0.3233 loss_bbox_2: 0.1964 loss_giou_2: 0.3342 loss_ce_3: 0.291 loss_bbox_3: 0.1885 loss_giou_3: 0.3304 loss_ce_4: 0.272 loss_bbox_4: 0.1855 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:06] d2.utils.events INFO: eta: 10:01:18 iter: 321819 total_loss: 5.495 loss_ce: 0.2891 loss_bbox: 0.1693 loss_giou: 0.3342 loss_ce_0: 0.505 loss_bbox_0: 0.3094 loss_giou_0: 0.5181 loss_ce_1: 0.3974 loss_bbox_1: 0.2112 loss_giou_1: 0.3722 loss_ce_2: 0.338 loss_bbox_2: 0.1884 loss_giou_2: 0.3518 loss_ce_3: 0.3191 loss_bbox_3: 0.1805 loss_giou_3: 0.3432 loss_ce_4: 0.2818 loss_bbox_4: 0.1747 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:11] d2.utils.events INFO: eta: 10:01:14 iter: 321839 total_loss: 5.393 loss_ce: 0.2603 loss_bbox: 0.1747 loss_giou: 0.3303 loss_ce_0: 0.4802 loss_bbox_0: 0.2947 loss_giou_0: 0.5122 loss_ce_1: 0.371 loss_bbox_1: 0.2068 loss_giou_1: 0.3897 loss_ce_2: 0.299 loss_bbox_2: 0.1905 loss_giou_2: 0.3527 loss_ce_3: 0.2753 loss_bbox_3: 0.1805 loss_giou_3: 0.3376 loss_ce_4: 0.2588 loss_bbox_4: 0.177 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:17] d2.utils.events INFO: eta: 10:01:00 iter: 321859 total_loss: 5.657 loss_ce: 0.2786 loss_bbox: 0.169 loss_giou: 0.3402 loss_ce_0: 0.496 loss_bbox_0: 0.2996 loss_giou_0: 0.5491 loss_ce_1: 0.3817 loss_bbox_1: 0.2039 loss_giou_1: 0.3967 loss_ce_2: 0.3261 loss_bbox_2: 0.1821 loss_giou_2: 0.3619 loss_ce_3: 0.2997 loss_bbox_3: 0.1781 loss_giou_3: 0.3511 loss_ce_4: 0.2821 loss_bbox_4: 0.1731 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:23] d2.utils.events INFO: eta: 10:00:53 iter: 321879 total_loss: 5.113 loss_ce: 0.2506 loss_bbox: 0.1662 loss_giou: 0.3026 loss_ce_0: 0.4682 loss_bbox_0: 0.2862 loss_giou_0: 0.4811 loss_ce_1: 0.3509 loss_bbox_1: 0.2002 loss_giou_1: 0.3547 loss_ce_2: 0.2968 loss_bbox_2: 0.1811 loss_giou_2: 0.323 loss_ce_3: 0.2649 loss_bbox_3: 0.1738 loss_giou_3: 0.3085 loss_ce_4: 0.2452 loss_bbox_4: 0.1685 loss_giou_4: 0.301 time: 0.2799 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:28] d2.utils.events INFO: eta: 10:00:40 iter: 321899 total_loss: 5.085 loss_ce: 0.2323 loss_bbox: 0.1734 loss_giou: 0.3111 loss_ce_0: 0.4498 loss_bbox_0: 0.2831 loss_giou_0: 0.4633 loss_ce_1: 0.3397 loss_bbox_1: 0.2066 loss_giou_1: 0.3507 loss_ce_2: 0.2695 loss_bbox_2: 0.1827 loss_giou_2: 0.3261 loss_ce_3: 0.2387 loss_bbox_3: 0.1812 loss_giou_3: 0.3249 loss_ce_4: 0.2309 loss_bbox_4: 0.1755 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:34] d2.utils.events INFO: eta: 10:00:41 iter: 321919 total_loss: 5.319 loss_ce: 0.2432 loss_bbox: 0.1738 loss_giou: 0.3382 loss_ce_0: 0.458 loss_bbox_0: 0.2804 loss_giou_0: 0.5229 loss_ce_1: 0.3446 loss_bbox_1: 0.1979 loss_giou_1: 0.3779 loss_ce_2: 0.2888 loss_bbox_2: 0.1774 loss_giou_2: 0.3532 loss_ce_3: 0.2701 loss_bbox_3: 0.1772 loss_giou_3: 0.3527 loss_ce_4: 0.2495 loss_bbox_4: 0.1764 loss_giou_4: 0.3451 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:40] d2.utils.events INFO: eta: 10:00:29 iter: 321939 total_loss: 5.531 loss_ce: 0.255 loss_bbox: 0.1671 loss_giou: 0.3407 loss_ce_0: 0.4776 loss_bbox_0: 0.2951 loss_giou_0: 0.5095 loss_ce_1: 0.3674 loss_bbox_1: 0.205 loss_giou_1: 0.4015 loss_ce_2: 0.2978 loss_bbox_2: 0.1792 loss_giou_2: 0.3661 loss_ce_3: 0.2705 loss_bbox_3: 0.1712 loss_giou_3: 0.3468 loss_ce_4: 0.2532 loss_bbox_4: 0.1697 loss_giou_4: 0.34 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:46] d2.utils.events INFO: eta: 10:00:30 iter: 321959 total_loss: 5.654 loss_ce: 0.2781 loss_bbox: 0.1831 loss_giou: 0.334 loss_ce_0: 0.4761 loss_bbox_0: 0.3217 loss_giou_0: 0.4837 loss_ce_1: 0.3891 loss_bbox_1: 0.2201 loss_giou_1: 0.3819 loss_ce_2: 0.3332 loss_bbox_2: 0.2023 loss_giou_2: 0.3472 loss_ce_3: 0.3006 loss_bbox_3: 0.1996 loss_giou_3: 0.3363 loss_ce_4: 0.2843 loss_bbox_4: 0.1885 loss_giou_4: 0.3365 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:51] d2.utils.events INFO: eta: 10:00:25 iter: 321979 total_loss: 5.575 loss_ce: 0.2695 loss_bbox: 0.1775 loss_giou: 0.3344 loss_ce_0: 0.4825 loss_bbox_0: 0.2972 loss_giou_0: 0.5097 loss_ce_1: 0.381 loss_bbox_1: 0.1963 loss_giou_1: 0.3848 loss_ce_2: 0.3084 loss_bbox_2: 0.1843 loss_giou_2: 0.3463 loss_ce_3: 0.2786 loss_bbox_3: 0.1785 loss_giou_3: 0.3407 loss_ce_4: 0.2705 loss_bbox_4: 0.1775 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 15:28:57] d2.utils.events INFO: eta: 10:00:22 iter: 321999 total_loss: 5.495 loss_ce: 0.2598 loss_bbox: 0.1733 loss_giou: 0.3246 loss_ce_0: 0.4842 loss_bbox_0: 0.2916 loss_giou_0: 0.4941 loss_ce_1: 0.3848 loss_bbox_1: 0.2021 loss_giou_1: 0.357 loss_ce_2: 0.3175 loss_bbox_2: 0.1868 loss_giou_2: 0.3416 loss_ce_3: 0.268 loss_bbox_3: 0.184 loss_giou_3: 0.3344 loss_ce_4: 0.2527 loss_bbox_4: 0.1766 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:03] d2.utils.events INFO: eta: 10:00:19 iter: 322019 total_loss: 5.53 loss_ce: 0.271 loss_bbox: 0.1618 loss_giou: 0.3291 loss_ce_0: 0.5019 loss_bbox_0: 0.2996 loss_giou_0: 0.5257 loss_ce_1: 0.3902 loss_bbox_1: 0.2062 loss_giou_1: 0.3792 loss_ce_2: 0.3142 loss_bbox_2: 0.1809 loss_giou_2: 0.3538 loss_ce_3: 0.2878 loss_bbox_3: 0.177 loss_giou_3: 0.3394 loss_ce_4: 0.2706 loss_bbox_4: 0.1712 loss_giou_4: 0.3414 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:08] d2.utils.events INFO: eta: 10:00:13 iter: 322039 total_loss: 5.601 loss_ce: 0.2587 loss_bbox: 0.1809 loss_giou: 0.3226 loss_ce_0: 0.4815 loss_bbox_0: 0.3077 loss_giou_0: 0.4886 loss_ce_1: 0.3682 loss_bbox_1: 0.2078 loss_giou_1: 0.3691 loss_ce_2: 0.3071 loss_bbox_2: 0.1955 loss_giou_2: 0.342 loss_ce_3: 0.2744 loss_bbox_3: 0.1863 loss_giou_3: 0.3321 loss_ce_4: 0.2586 loss_bbox_4: 0.1821 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:14] d2.utils.events INFO: eta: 10:00:12 iter: 322059 total_loss: 5.398 loss_ce: 0.2625 loss_bbox: 0.1864 loss_giou: 0.3158 loss_ce_0: 0.4727 loss_bbox_0: 0.3125 loss_giou_0: 0.4983 loss_ce_1: 0.368 loss_bbox_1: 0.2197 loss_giou_1: 0.3642 loss_ce_2: 0.3045 loss_bbox_2: 0.2068 loss_giou_2: 0.336 loss_ce_3: 0.2717 loss_bbox_3: 0.1951 loss_giou_3: 0.3269 loss_ce_4: 0.2577 loss_bbox_4: 0.1859 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:20] d2.utils.events INFO: eta: 10:00:07 iter: 322079 total_loss: 5.334 loss_ce: 0.2425 loss_bbox: 0.1686 loss_giou: 0.3294 loss_ce_0: 0.4586 loss_bbox_0: 0.2912 loss_giou_0: 0.499 loss_ce_1: 0.3498 loss_bbox_1: 0.2032 loss_giou_1: 0.3695 loss_ce_2: 0.2964 loss_bbox_2: 0.1828 loss_giou_2: 0.3391 loss_ce_3: 0.2538 loss_bbox_3: 0.1768 loss_giou_3: 0.3304 loss_ce_4: 0.2487 loss_bbox_4: 0.1702 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:25] d2.utils.events INFO: eta: 10:00:06 iter: 322099 total_loss: 5.47 loss_ce: 0.2518 loss_bbox: 0.1728 loss_giou: 0.3307 loss_ce_0: 0.4826 loss_bbox_0: 0.2977 loss_giou_0: 0.5059 loss_ce_1: 0.3677 loss_bbox_1: 0.2132 loss_giou_1: 0.3827 loss_ce_2: 0.3085 loss_bbox_2: 0.1886 loss_giou_2: 0.3547 loss_ce_3: 0.2736 loss_bbox_3: 0.1801 loss_giou_3: 0.3394 loss_ce_4: 0.2607 loss_bbox_4: 0.1759 loss_giou_4: 0.3363 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:31] d2.utils.events INFO: eta: 9:59:57 iter: 322119 total_loss: 5.59 loss_ce: 0.2746 loss_bbox: 0.1796 loss_giou: 0.3414 loss_ce_0: 0.4775 loss_bbox_0: 0.3059 loss_giou_0: 0.5171 loss_ce_1: 0.3736 loss_bbox_1: 0.2089 loss_giou_1: 0.3705 loss_ce_2: 0.3165 loss_bbox_2: 0.1879 loss_giou_2: 0.352 loss_ce_3: 0.2983 loss_bbox_3: 0.1809 loss_giou_3: 0.3444 loss_ce_4: 0.2782 loss_bbox_4: 0.1789 loss_giou_4: 0.3409 time: 0.2799 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:37] d2.utils.events INFO: eta: 9:59:52 iter: 322139 total_loss: 5.359 loss_ce: 0.2542 loss_bbox: 0.1777 loss_giou: 0.3162 loss_ce_0: 0.4784 loss_bbox_0: 0.3046 loss_giou_0: 0.4879 loss_ce_1: 0.3615 loss_bbox_1: 0.2024 loss_giou_1: 0.369 loss_ce_2: 0.3037 loss_bbox_2: 0.1877 loss_giou_2: 0.3352 loss_ce_3: 0.2762 loss_bbox_3: 0.1816 loss_giou_3: 0.3265 loss_ce_4: 0.2585 loss_bbox_4: 0.18 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:43] d2.utils.events INFO: eta: 9:59:44 iter: 322159 total_loss: 5.421 loss_ce: 0.2583 loss_bbox: 0.1615 loss_giou: 0.3304 loss_ce_0: 0.4707 loss_bbox_0: 0.2924 loss_giou_0: 0.524 loss_ce_1: 0.3598 loss_bbox_1: 0.1895 loss_giou_1: 0.3821 loss_ce_2: 0.305 loss_bbox_2: 0.1755 loss_giou_2: 0.35 loss_ce_3: 0.2712 loss_bbox_3: 0.169 loss_giou_3: 0.3442 loss_ce_4: 0.2664 loss_bbox_4: 0.1645 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:48] d2.utils.events INFO: eta: 9:59:46 iter: 322179 total_loss: 5.476 loss_ce: 0.2525 loss_bbox: 0.1838 loss_giou: 0.3157 loss_ce_0: 0.4949 loss_bbox_0: 0.2951 loss_giou_0: 0.4812 loss_ce_1: 0.3685 loss_bbox_1: 0.214 loss_giou_1: 0.3706 loss_ce_2: 0.3135 loss_bbox_2: 0.1961 loss_giou_2: 0.3305 loss_ce_3: 0.2668 loss_bbox_3: 0.1936 loss_giou_3: 0.3229 loss_ce_4: 0.2485 loss_bbox_4: 0.1885 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 15:29:54] d2.utils.events INFO: eta: 9:59:43 iter: 322199 total_loss: 5.2 loss_ce: 0.2565 loss_bbox: 0.1628 loss_giou: 0.3117 loss_ce_0: 0.4753 loss_bbox_0: 0.29 loss_giou_0: 0.5012 loss_ce_1: 0.3682 loss_bbox_1: 0.1985 loss_giou_1: 0.3609 loss_ce_2: 0.3029 loss_bbox_2: 0.1807 loss_giou_2: 0.3346 loss_ce_3: 0.2702 loss_bbox_3: 0.1706 loss_giou_3: 0.3227 loss_ce_4: 0.2584 loss_bbox_4: 0.1667 loss_giou_4: 0.3184 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:00] d2.utils.events INFO: eta: 9:59:48 iter: 322219 total_loss: 5.318 loss_ce: 0.2459 loss_bbox: 0.1629 loss_giou: 0.3168 loss_ce_0: 0.4725 loss_bbox_0: 0.286 loss_giou_0: 0.5032 loss_ce_1: 0.3569 loss_bbox_1: 0.1924 loss_giou_1: 0.3699 loss_ce_2: 0.3046 loss_bbox_2: 0.1751 loss_giou_2: 0.3413 loss_ce_3: 0.2667 loss_bbox_3: 0.1682 loss_giou_3: 0.3255 loss_ce_4: 0.2495 loss_bbox_4: 0.1669 loss_giou_4: 0.3201 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:05] d2.utils.events INFO: eta: 9:59:43 iter: 322239 total_loss: 5.405 loss_ce: 0.2631 loss_bbox: 0.1693 loss_giou: 0.3207 loss_ce_0: 0.4741 loss_bbox_0: 0.2941 loss_giou_0: 0.5053 loss_ce_1: 0.3738 loss_bbox_1: 0.2024 loss_giou_1: 0.3645 loss_ce_2: 0.3049 loss_bbox_2: 0.193 loss_giou_2: 0.3371 loss_ce_3: 0.2733 loss_bbox_3: 0.1778 loss_giou_3: 0.3291 loss_ce_4: 0.2634 loss_bbox_4: 0.1735 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:11] d2.utils.events INFO: eta: 9:59:36 iter: 322259 total_loss: 5.34 loss_ce: 0.272 loss_bbox: 0.1737 loss_giou: 0.3163 loss_ce_0: 0.4817 loss_bbox_0: 0.2941 loss_giou_0: 0.4676 loss_ce_1: 0.3688 loss_bbox_1: 0.203 loss_giou_1: 0.3577 loss_ce_2: 0.2971 loss_bbox_2: 0.1897 loss_giou_2: 0.3319 loss_ce_3: 0.2772 loss_bbox_3: 0.1786 loss_giou_3: 0.3249 loss_ce_4: 0.2739 loss_bbox_4: 0.1742 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:17] d2.utils.events INFO: eta: 9:59:31 iter: 322279 total_loss: 5.51 loss_ce: 0.2794 loss_bbox: 0.1872 loss_giou: 0.3103 loss_ce_0: 0.4599 loss_bbox_0: 0.303 loss_giou_0: 0.4987 loss_ce_1: 0.374 loss_bbox_1: 0.2168 loss_giou_1: 0.3625 loss_ce_2: 0.3168 loss_bbox_2: 0.2014 loss_giou_2: 0.3215 loss_ce_3: 0.2871 loss_bbox_3: 0.1926 loss_giou_3: 0.32 loss_ce_4: 0.2751 loss_bbox_4: 0.1891 loss_giou_4: 0.3123 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:22] d2.utils.events INFO: eta: 9:59:01 iter: 322299 total_loss: 5.274 loss_ce: 0.258 loss_bbox: 0.1731 loss_giou: 0.313 loss_ce_0: 0.4537 loss_bbox_0: 0.2886 loss_giou_0: 0.4884 loss_ce_1: 0.3532 loss_bbox_1: 0.1998 loss_giou_1: 0.3633 loss_ce_2: 0.3033 loss_bbox_2: 0.1884 loss_giou_2: 0.3369 loss_ce_3: 0.2743 loss_bbox_3: 0.1811 loss_giou_3: 0.3266 loss_ce_4: 0.2613 loss_bbox_4: 0.1769 loss_giou_4: 0.3154 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:28] d2.utils.events INFO: eta: 9:58:50 iter: 322319 total_loss: 5.375 loss_ce: 0.2629 loss_bbox: 0.1769 loss_giou: 0.3318 loss_ce_0: 0.4871 loss_bbox_0: 0.291 loss_giou_0: 0.5111 loss_ce_1: 0.3747 loss_bbox_1: 0.2069 loss_giou_1: 0.3676 loss_ce_2: 0.3115 loss_bbox_2: 0.1943 loss_giou_2: 0.3481 loss_ce_3: 0.2765 loss_bbox_3: 0.1848 loss_giou_3: 0.3393 loss_ce_4: 0.2662 loss_bbox_4: 0.1813 loss_giou_4: 0.3375 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:34] d2.utils.events INFO: eta: 9:58:46 iter: 322339 total_loss: 5.373 loss_ce: 0.2586 loss_bbox: 0.1669 loss_giou: 0.3191 loss_ce_0: 0.4604 loss_bbox_0: 0.2922 loss_giou_0: 0.4935 loss_ce_1: 0.357 loss_bbox_1: 0.1972 loss_giou_1: 0.3693 loss_ce_2: 0.3006 loss_bbox_2: 0.1797 loss_giou_2: 0.3341 loss_ce_3: 0.2703 loss_bbox_3: 0.1694 loss_giou_3: 0.3293 loss_ce_4: 0.2595 loss_bbox_4: 0.1672 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:39] d2.utils.events INFO: eta: 9:58:40 iter: 322359 total_loss: 5.265 loss_ce: 0.2506 loss_bbox: 0.1909 loss_giou: 0.3187 loss_ce_0: 0.4692 loss_bbox_0: 0.3083 loss_giou_0: 0.483 loss_ce_1: 0.3523 loss_bbox_1: 0.2276 loss_giou_1: 0.3663 loss_ce_2: 0.2995 loss_bbox_2: 0.203 loss_giou_2: 0.3408 loss_ce_3: 0.2723 loss_bbox_3: 0.1952 loss_giou_3: 0.3295 loss_ce_4: 0.248 loss_bbox_4: 0.1943 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:45] d2.utils.events INFO: eta: 9:58:41 iter: 322379 total_loss: 5.574 loss_ce: 0.2837 loss_bbox: 0.1711 loss_giou: 0.3315 loss_ce_0: 0.4777 loss_bbox_0: 0.2969 loss_giou_0: 0.5071 loss_ce_1: 0.3785 loss_bbox_1: 0.2087 loss_giou_1: 0.3859 loss_ce_2: 0.3208 loss_bbox_2: 0.1889 loss_giou_2: 0.3558 loss_ce_3: 0.2874 loss_bbox_3: 0.1838 loss_giou_3: 0.3448 loss_ce_4: 0.2826 loss_bbox_4: 0.1747 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:51] d2.utils.events INFO: eta: 9:58:28 iter: 322399 total_loss: 5.28 loss_ce: 0.2538 loss_bbox: 0.1751 loss_giou: 0.3025 loss_ce_0: 0.4713 loss_bbox_0: 0.3013 loss_giou_0: 0.442 loss_ce_1: 0.3627 loss_bbox_1: 0.2063 loss_giou_1: 0.346 loss_ce_2: 0.3064 loss_bbox_2: 0.1878 loss_giou_2: 0.3187 loss_ce_3: 0.2652 loss_bbox_3: 0.1816 loss_giou_3: 0.3068 loss_ce_4: 0.249 loss_bbox_4: 0.1773 loss_giou_4: 0.3043 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 15:30:56] d2.utils.events INFO: eta: 9:58:30 iter: 322419 total_loss: 5.275 loss_ce: 0.2494 loss_bbox: 0.1719 loss_giou: 0.3293 loss_ce_0: 0.4722 loss_bbox_0: 0.2963 loss_giou_0: 0.49 loss_ce_1: 0.3687 loss_bbox_1: 0.2128 loss_giou_1: 0.3826 loss_ce_2: 0.3072 loss_bbox_2: 0.185 loss_giou_2: 0.3481 loss_ce_3: 0.2644 loss_bbox_3: 0.1767 loss_giou_3: 0.3377 loss_ce_4: 0.2587 loss_bbox_4: 0.1743 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 15:31:02] d2.utils.events INFO: eta: 9:58:19 iter: 322439 total_loss: 5.098 loss_ce: 0.2545 loss_bbox: 0.155 loss_giou: 0.3139 loss_ce_0: 0.4779 loss_bbox_0: 0.2788 loss_giou_0: 0.4948 loss_ce_1: 0.3702 loss_bbox_1: 0.1891 loss_giou_1: 0.3696 loss_ce_2: 0.3037 loss_bbox_2: 0.1719 loss_giou_2: 0.3382 loss_ce_3: 0.2646 loss_bbox_3: 0.1613 loss_giou_3: 0.3286 loss_ce_4: 0.2505 loss_bbox_4: 0.1553 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 15:31:08] d2.utils.events INFO: eta: 9:58:13 iter: 322459 total_loss: 5.387 loss_ce: 0.2711 loss_bbox: 0.1656 loss_giou: 0.3376 loss_ce_0: 0.4844 loss_bbox_0: 0.2847 loss_giou_0: 0.5189 loss_ce_1: 0.3668 loss_bbox_1: 0.203 loss_giou_1: 0.3872 loss_ce_2: 0.314 loss_bbox_2: 0.1815 loss_giou_2: 0.3672 loss_ce_3: 0.2838 loss_bbox_3: 0.1724 loss_giou_3: 0.3537 loss_ce_4: 0.269 loss_bbox_4: 0.1693 loss_giou_4: 0.3416 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:31:13] d2.utils.events INFO: eta: 9:58:08 iter: 322479 total_loss: 5.498 loss_ce: 0.2737 loss_bbox: 0.1689 loss_giou: 0.3112 loss_ce_0: 0.4932 loss_bbox_0: 0.3162 loss_giou_0: 0.4728 loss_ce_1: 0.3877 loss_bbox_1: 0.2159 loss_giou_1: 0.3573 loss_ce_2: 0.3281 loss_bbox_2: 0.1901 loss_giou_2: 0.3218 loss_ce_3: 0.2883 loss_bbox_3: 0.1796 loss_giou_3: 0.319 loss_ce_4: 0.2807 loss_bbox_4: 0.1708 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 15:31:19] d2.utils.events INFO: eta: 9:58:16 iter: 322499 total_loss: 5.1 loss_ce: 0.2542 loss_bbox: 0.1654 loss_giou: 0.3096 loss_ce_0: 0.477 loss_bbox_0: 0.2782 loss_giou_0: 0.4669 loss_ce_1: 0.3581 loss_bbox_1: 0.19 loss_giou_1: 0.3485 loss_ce_2: 0.2943 loss_bbox_2: 0.1837 loss_giou_2: 0.3269 loss_ce_3: 0.2697 loss_bbox_3: 0.171 loss_giou_3: 0.3174 loss_ce_4: 0.2528 loss_bbox_4: 0.1709 loss_giou_4: 0.3173 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 15:31:25] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 15:31:26] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 15:31:26] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 15:31:26] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 15:31:26] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 15:31:27] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 15:31:33] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0411 s/iter. Eval: 0.0003 s/iter. Total: 0.0422 s/iter. ETA=0:00:25 [11/03 15:31:38] d2.evaluation.evaluator INFO: Inference done 90/625. Dataloading: 0.0031 s/iter. Inference: 0.0482 s/iter. Eval: 0.0104 s/iter. Total: 0.0618 s/iter. ETA=0:00:33 [11/03 15:31:43] d2.evaluation.evaluator INFO: Inference done 192/625. Dataloading: 0.0027 s/iter. Inference: 0.0473 s/iter. Eval: 0.0050 s/iter. Total: 0.0550 s/iter. ETA=0:00:23 [11/03 15:31:48] d2.evaluation.evaluator INFO: Inference done 289/625. Dataloading: 0.0028 s/iter. Inference: 0.0477 s/iter. Eval: 0.0034 s/iter. Total: 0.0539 s/iter. ETA=0:00:18 [11/03 15:31:53] d2.evaluation.evaluator INFO: Inference done 387/625. Dataloading: 0.0028 s/iter. Inference: 0.0479 s/iter. Eval: 0.0026 s/iter. Total: 0.0533 s/iter. ETA=0:00:12 [11/03 15:31:58] d2.evaluation.evaluator INFO: Inference done 463/625. Dataloading: 0.0027 s/iter. Inference: 0.0504 s/iter. Eval: 0.0022 s/iter. Total: 0.0554 s/iter. ETA=0:00:08 [11/03 15:32:03] d2.evaluation.evaluator INFO: Inference done 562/625. Dataloading: 0.0026 s/iter. Inference: 0.0500 s/iter. Eval: 0.0019 s/iter. Total: 0.0546 s/iter. ETA=0:00:03 [11/03 15:32:07] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.679908 (0.054322 s / iter per device, on 8 devices) [11/03 15:32:07] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049400 s / iter per device, on 8 devices) [11/03 15:32:15] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 15:32:15] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 15:32:17] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 15:32:22] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 15:32:36] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.51 seconds. [11/03 15:32:36] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 15:32:38] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.62 seconds. [11/03 15:32:38] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.757 | 61.888 | 45.937 | 25.261 | 45.492 | 57.752 | [11/03 15:32:38] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.024 | bicycle | 28.450 | car | 43.362 | | motorcycle | 44.410 | airplane | 65.750 | bus | 66.116 | | train | 65.576 | truck | 38.364 | boat | 26.803 | | traffic light | 27.786 | fire hydrant | 67.144 | stop sign | 65.802 | | parking meter | 43.327 | bench | 26.685 | bird | 37.068 | | cat | 71.929 | dog | 65.251 | horse | 60.231 | | sheep | 52.029 | cow | 60.457 | elephant | 68.401 | | bear | 72.163 | zebra | 67.873 | giraffe | 67.543 | | backpack | 15.217 | umbrella | 36.492 | handbag | 14.888 | | tie | 34.873 | suitcase | 41.798 | frisbee | 69.457 | | skis | 25.528 | snowboard | 39.164 | sports ball | 48.281 | | kite | 44.423 | baseball bat | 32.293 | baseball glove | 39.296 | | skateboard | 54.874 | surfboard | 38.482 | tennis racket | 49.611 | | bottle | 37.569 | wine glass | 33.496 | cup | 40.192 | | fork | 35.674 | knife | 18.107 | spoon | 18.336 | | bowl | 42.343 | banana | 22.933 | apple | 20.373 | | sandwich | 37.447 | orange | 27.542 | broccoli | 21.836 | | carrot | 21.157 | hot dog | 38.860 | pizza | 54.638 | | donut | 48.579 | cake | 36.948 | chair | 26.092 | | couch | 46.744 | potted plant | 27.126 | bed | 50.161 | | dining table | 29.069 | toilet | 61.371 | tv | 56.963 | | laptop | 61.700 | mouse | 61.551 | remote | 32.988 | | keyboard | 51.946 | cell phone | 37.394 | microwave | 61.332 | | oven | 35.836 | toaster | 39.982 | sink | 36.855 | | refrigerator | 61.483 | book | 12.070 | clock | 50.198 | | vase | 38.741 | scissors | 35.579 | teddy bear | 46.534 | | hair drier | 2.150 | toothbrush | 29.422 | | | [11/03 15:32:39] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 15:32:39] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 15:32:39] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 15:32:39] d2.evaluation.testing INFO: copypaste: 42.7568,61.8880,45.9366,25.2610,45.4919,57.7516 [11/03 15:32:39] d2.utils.events INFO: eta: 9:58:16 iter: 322519 total_loss: 5.233 loss_ce: 0.2406 loss_bbox: 0.1796 loss_giou: 0.305 loss_ce_0: 0.4751 loss_bbox_0: 0.3042 loss_giou_0: 0.4947 loss_ce_1: 0.3529 loss_bbox_1: 0.2119 loss_giou_1: 0.3456 loss_ce_2: 0.2984 loss_bbox_2: 0.1938 loss_giou_2: 0.3186 loss_ce_3: 0.267 loss_bbox_3: 0.1907 loss_giou_3: 0.3157 loss_ce_4: 0.245 loss_bbox_4: 0.1847 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 15:32:45] d2.utils.events INFO: eta: 9:57:51 iter: 322539 total_loss: 5.427 loss_ce: 0.261 loss_bbox: 0.1757 loss_giou: 0.3288 loss_ce_0: 0.468 loss_bbox_0: 0.2943 loss_giou_0: 0.4984 loss_ce_1: 0.3666 loss_bbox_1: 0.2045 loss_giou_1: 0.3704 loss_ce_2: 0.3005 loss_bbox_2: 0.182 loss_giou_2: 0.3484 loss_ce_3: 0.2677 loss_bbox_3: 0.1803 loss_giou_3: 0.3391 loss_ce_4: 0.2645 loss_bbox_4: 0.1773 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 15:32:50] d2.utils.events INFO: eta: 9:57:54 iter: 322559 total_loss: 5.262 loss_ce: 0.2539 loss_bbox: 0.1743 loss_giou: 0.3216 loss_ce_0: 0.458 loss_bbox_0: 0.2887 loss_giou_0: 0.4856 loss_ce_1: 0.3445 loss_bbox_1: 0.2069 loss_giou_1: 0.3592 loss_ce_2: 0.299 loss_bbox_2: 0.1885 loss_giou_2: 0.332 loss_ce_3: 0.2633 loss_bbox_3: 0.1813 loss_giou_3: 0.3302 loss_ce_4: 0.2515 loss_bbox_4: 0.1753 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 15:32:56] d2.utils.events INFO: eta: 9:57:53 iter: 322579 total_loss: 5.282 loss_ce: 0.262 loss_bbox: 0.1663 loss_giou: 0.3243 loss_ce_0: 0.4775 loss_bbox_0: 0.2905 loss_giou_0: 0.5106 loss_ce_1: 0.3592 loss_bbox_1: 0.1982 loss_giou_1: 0.3878 loss_ce_2: 0.3027 loss_bbox_2: 0.1799 loss_giou_2: 0.3458 loss_ce_3: 0.2714 loss_bbox_3: 0.168 loss_giou_3: 0.3318 loss_ce_4: 0.2582 loss_bbox_4: 0.1649 loss_giou_4: 0.3251 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:02] d2.utils.events INFO: eta: 9:58:01 iter: 322599 total_loss: 5.232 loss_ce: 0.2662 loss_bbox: 0.1782 loss_giou: 0.3071 loss_ce_0: 0.4825 loss_bbox_0: 0.3008 loss_giou_0: 0.4845 loss_ce_1: 0.3719 loss_bbox_1: 0.2053 loss_giou_1: 0.3529 loss_ce_2: 0.307 loss_bbox_2: 0.1909 loss_giou_2: 0.3176 loss_ce_3: 0.2722 loss_bbox_3: 0.1842 loss_giou_3: 0.3123 loss_ce_4: 0.2617 loss_bbox_4: 0.179 loss_giou_4: 0.311 time: 0.2799 data_time: 0.0152 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:07] d2.utils.events INFO: eta: 9:57:55 iter: 322619 total_loss: 5.223 loss_ce: 0.2449 loss_bbox: 0.1684 loss_giou: 0.3016 loss_ce_0: 0.4813 loss_bbox_0: 0.2974 loss_giou_0: 0.4695 loss_ce_1: 0.3711 loss_bbox_1: 0.1969 loss_giou_1: 0.3396 loss_ce_2: 0.3114 loss_bbox_2: 0.178 loss_giou_2: 0.3143 loss_ce_3: 0.2722 loss_bbox_3: 0.1712 loss_giou_3: 0.3009 loss_ce_4: 0.2523 loss_bbox_4: 0.1687 loss_giou_4: 0.3004 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:13] d2.utils.events INFO: eta: 9:57:49 iter: 322639 total_loss: 5.286 loss_ce: 0.2564 loss_bbox: 0.1644 loss_giou: 0.3338 loss_ce_0: 0.4846 loss_bbox_0: 0.288 loss_giou_0: 0.5181 loss_ce_1: 0.3628 loss_bbox_1: 0.1898 loss_giou_1: 0.3815 loss_ce_2: 0.3044 loss_bbox_2: 0.174 loss_giou_2: 0.3448 loss_ce_3: 0.2745 loss_bbox_3: 0.1712 loss_giou_3: 0.3379 loss_ce_4: 0.2622 loss_bbox_4: 0.1696 loss_giou_4: 0.3376 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:19] d2.utils.events INFO: eta: 9:57:41 iter: 322659 total_loss: 5.223 loss_ce: 0.2589 loss_bbox: 0.1713 loss_giou: 0.3122 loss_ce_0: 0.4617 loss_bbox_0: 0.2984 loss_giou_0: 0.478 loss_ce_1: 0.3624 loss_bbox_1: 0.2011 loss_giou_1: 0.351 loss_ce_2: 0.3053 loss_bbox_2: 0.1802 loss_giou_2: 0.3279 loss_ce_3: 0.2727 loss_bbox_3: 0.1749 loss_giou_3: 0.3237 loss_ce_4: 0.2564 loss_bbox_4: 0.1753 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:24] d2.utils.events INFO: eta: 9:57:23 iter: 322679 total_loss: 5.316 loss_ce: 0.254 loss_bbox: 0.1646 loss_giou: 0.3257 loss_ce_0: 0.453 loss_bbox_0: 0.2866 loss_giou_0: 0.4916 loss_ce_1: 0.3531 loss_bbox_1: 0.1935 loss_giou_1: 0.3745 loss_ce_2: 0.294 loss_bbox_2: 0.1764 loss_giou_2: 0.3434 loss_ce_3: 0.2697 loss_bbox_3: 0.1702 loss_giou_3: 0.3375 loss_ce_4: 0.2662 loss_bbox_4: 0.1668 loss_giou_4: 0.3315 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:30] d2.utils.events INFO: eta: 9:57:09 iter: 322699 total_loss: 5.419 loss_ce: 0.2606 loss_bbox: 0.1907 loss_giou: 0.3145 loss_ce_0: 0.482 loss_bbox_0: 0.3151 loss_giou_0: 0.471 loss_ce_1: 0.3755 loss_bbox_1: 0.2223 loss_giou_1: 0.3602 loss_ce_2: 0.3145 loss_bbox_2: 0.1998 loss_giou_2: 0.3291 loss_ce_3: 0.2817 loss_bbox_3: 0.2009 loss_giou_3: 0.3247 loss_ce_4: 0.2643 loss_bbox_4: 0.1954 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:36] d2.utils.events INFO: eta: 9:57:15 iter: 322719 total_loss: 5.106 loss_ce: 0.2369 loss_bbox: 0.1747 loss_giou: 0.2968 loss_ce_0: 0.4677 loss_bbox_0: 0.3034 loss_giou_0: 0.4575 loss_ce_1: 0.3627 loss_bbox_1: 0.1994 loss_giou_1: 0.3463 loss_ce_2: 0.2952 loss_bbox_2: 0.1875 loss_giou_2: 0.3194 loss_ce_3: 0.2601 loss_bbox_3: 0.1834 loss_giou_3: 0.3056 loss_ce_4: 0.2397 loss_bbox_4: 0.1818 loss_giou_4: 0.3026 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:42] d2.utils.events INFO: eta: 9:57:21 iter: 322739 total_loss: 5.18 loss_ce: 0.2587 loss_bbox: 0.1678 loss_giou: 0.3124 loss_ce_0: 0.4679 loss_bbox_0: 0.2855 loss_giou_0: 0.495 loss_ce_1: 0.3759 loss_bbox_1: 0.197 loss_giou_1: 0.366 loss_ce_2: 0.3092 loss_bbox_2: 0.1785 loss_giou_2: 0.3382 loss_ce_3: 0.2686 loss_bbox_3: 0.1756 loss_giou_3: 0.3256 loss_ce_4: 0.2668 loss_bbox_4: 0.1732 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:47] d2.utils.events INFO: eta: 9:56:57 iter: 322759 total_loss: 5.266 loss_ce: 0.2549 loss_bbox: 0.1545 loss_giou: 0.3239 loss_ce_0: 0.4599 loss_bbox_0: 0.2766 loss_giou_0: 0.4895 loss_ce_1: 0.3751 loss_bbox_1: 0.1929 loss_giou_1: 0.3589 loss_ce_2: 0.2981 loss_bbox_2: 0.1762 loss_giou_2: 0.3348 loss_ce_3: 0.2655 loss_bbox_3: 0.1676 loss_giou_3: 0.3246 loss_ce_4: 0.2485 loss_bbox_4: 0.159 loss_giou_4: 0.3278 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:53] d2.utils.events INFO: eta: 9:56:52 iter: 322779 total_loss: 5.094 loss_ce: 0.2479 loss_bbox: 0.1675 loss_giou: 0.3085 loss_ce_0: 0.4567 loss_bbox_0: 0.2861 loss_giou_0: 0.4892 loss_ce_1: 0.3555 loss_bbox_1: 0.1964 loss_giou_1: 0.353 loss_ce_2: 0.2934 loss_bbox_2: 0.1837 loss_giou_2: 0.3282 loss_ce_3: 0.2629 loss_bbox_3: 0.1731 loss_giou_3: 0.3176 loss_ce_4: 0.2554 loss_bbox_4: 0.1696 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 15:33:59] d2.utils.events INFO: eta: 9:56:59 iter: 322799 total_loss: 5.283 loss_ce: 0.2545 loss_bbox: 0.151 loss_giou: 0.3172 loss_ce_0: 0.4687 loss_bbox_0: 0.2791 loss_giou_0: 0.4958 loss_ce_1: 0.3731 loss_bbox_1: 0.1863 loss_giou_1: 0.3688 loss_ce_2: 0.3142 loss_bbox_2: 0.165 loss_giou_2: 0.3391 loss_ce_3: 0.2819 loss_bbox_3: 0.1589 loss_giou_3: 0.3338 loss_ce_4: 0.2614 loss_bbox_4: 0.1513 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:04] d2.utils.events INFO: eta: 9:56:44 iter: 322819 total_loss: 5.346 loss_ce: 0.2537 loss_bbox: 0.1716 loss_giou: 0.3115 loss_ce_0: 0.4785 loss_bbox_0: 0.288 loss_giou_0: 0.4804 loss_ce_1: 0.3652 loss_bbox_1: 0.2082 loss_giou_1: 0.3588 loss_ce_2: 0.3048 loss_bbox_2: 0.1872 loss_giou_2: 0.3313 loss_ce_3: 0.2804 loss_bbox_3: 0.1776 loss_giou_3: 0.3265 loss_ce_4: 0.2618 loss_bbox_4: 0.1711 loss_giou_4: 0.3182 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:10] d2.utils.events INFO: eta: 9:56:22 iter: 322839 total_loss: 5.198 loss_ce: 0.2469 loss_bbox: 0.1709 loss_giou: 0.3119 loss_ce_0: 0.4828 loss_bbox_0: 0.2989 loss_giou_0: 0.4449 loss_ce_1: 0.3672 loss_bbox_1: 0.2013 loss_giou_1: 0.3497 loss_ce_2: 0.3086 loss_bbox_2: 0.1793 loss_giou_2: 0.3226 loss_ce_3: 0.2608 loss_bbox_3: 0.1743 loss_giou_3: 0.3159 loss_ce_4: 0.254 loss_bbox_4: 0.1703 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:16] d2.utils.events INFO: eta: 9:56:29 iter: 322859 total_loss: 5.304 loss_ce: 0.258 loss_bbox: 0.17 loss_giou: 0.3132 loss_ce_0: 0.4793 loss_bbox_0: 0.2905 loss_giou_0: 0.4922 loss_ce_1: 0.3654 loss_bbox_1: 0.1961 loss_giou_1: 0.3686 loss_ce_2: 0.3095 loss_bbox_2: 0.1761 loss_giou_2: 0.3389 loss_ce_3: 0.2749 loss_bbox_3: 0.1734 loss_giou_3: 0.3244 loss_ce_4: 0.2655 loss_bbox_4: 0.1692 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:21] d2.utils.events INFO: eta: 9:56:24 iter: 322879 total_loss: 5.471 loss_ce: 0.2609 loss_bbox: 0.1847 loss_giou: 0.3175 loss_ce_0: 0.4678 loss_bbox_0: 0.2944 loss_giou_0: 0.4975 loss_ce_1: 0.3735 loss_bbox_1: 0.2086 loss_giou_1: 0.3608 loss_ce_2: 0.3122 loss_bbox_2: 0.1956 loss_giou_2: 0.3412 loss_ce_3: 0.2679 loss_bbox_3: 0.1912 loss_giou_3: 0.331 loss_ce_4: 0.2565 loss_bbox_4: 0.1875 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:27] d2.utils.events INFO: eta: 9:56:18 iter: 322899 total_loss: 5.487 loss_ce: 0.2489 loss_bbox: 0.1814 loss_giou: 0.3244 loss_ce_0: 0.4681 loss_bbox_0: 0.2988 loss_giou_0: 0.4976 loss_ce_1: 0.3761 loss_bbox_1: 0.2193 loss_giou_1: 0.3706 loss_ce_2: 0.3057 loss_bbox_2: 0.2015 loss_giou_2: 0.3404 loss_ce_3: 0.2642 loss_bbox_3: 0.1924 loss_giou_3: 0.3339 loss_ce_4: 0.2563 loss_bbox_4: 0.1866 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:33] d2.utils.events INFO: eta: 9:56:08 iter: 322919 total_loss: 5.493 loss_ce: 0.2671 loss_bbox: 0.1711 loss_giou: 0.3227 loss_ce_0: 0.4909 loss_bbox_0: 0.2985 loss_giou_0: 0.4977 loss_ce_1: 0.3713 loss_bbox_1: 0.2044 loss_giou_1: 0.3704 loss_ce_2: 0.3127 loss_bbox_2: 0.1863 loss_giou_2: 0.3419 loss_ce_3: 0.2716 loss_bbox_3: 0.182 loss_giou_3: 0.334 loss_ce_4: 0.2637 loss_bbox_4: 0.1765 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:38] d2.utils.events INFO: eta: 9:56:13 iter: 322939 total_loss: 5.422 loss_ce: 0.2559 loss_bbox: 0.1637 loss_giou: 0.3389 loss_ce_0: 0.4785 loss_bbox_0: 0.2922 loss_giou_0: 0.5112 loss_ce_1: 0.3609 loss_bbox_1: 0.2037 loss_giou_1: 0.3859 loss_ce_2: 0.3056 loss_bbox_2: 0.1788 loss_giou_2: 0.3547 loss_ce_3: 0.2677 loss_bbox_3: 0.1753 loss_giou_3: 0.3543 loss_ce_4: 0.2604 loss_bbox_4: 0.1632 loss_giou_4: 0.3421 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:44] d2.utils.events INFO: eta: 9:56:01 iter: 322959 total_loss: 5.323 loss_ce: 0.2601 loss_bbox: 0.1587 loss_giou: 0.3287 loss_ce_0: 0.4851 loss_bbox_0: 0.2842 loss_giou_0: 0.5069 loss_ce_1: 0.3741 loss_bbox_1: 0.2043 loss_giou_1: 0.3775 loss_ce_2: 0.3129 loss_bbox_2: 0.1795 loss_giou_2: 0.3469 loss_ce_3: 0.2774 loss_bbox_3: 0.1677 loss_giou_3: 0.3354 loss_ce_4: 0.2631 loss_bbox_4: 0.1617 loss_giou_4: 0.3321 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:50] d2.utils.events INFO: eta: 9:56:02 iter: 322979 total_loss: 5.313 loss_ce: 0.2539 loss_bbox: 0.1695 loss_giou: 0.3223 loss_ce_0: 0.4557 loss_bbox_0: 0.2813 loss_giou_0: 0.4789 loss_ce_1: 0.3534 loss_bbox_1: 0.2013 loss_giou_1: 0.3643 loss_ce_2: 0.3062 loss_bbox_2: 0.1833 loss_giou_2: 0.3351 loss_ce_3: 0.2664 loss_bbox_3: 0.1743 loss_giou_3: 0.3292 loss_ce_4: 0.2503 loss_bbox_4: 0.1717 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 15:34:55] d2.utils.events INFO: eta: 9:55:37 iter: 322999 total_loss: 5.084 loss_ce: 0.2552 loss_bbox: 0.1674 loss_giou: 0.3039 loss_ce_0: 0.4835 loss_bbox_0: 0.2981 loss_giou_0: 0.4702 loss_ce_1: 0.3929 loss_bbox_1: 0.2036 loss_giou_1: 0.3457 loss_ce_2: 0.3082 loss_bbox_2: 0.1845 loss_giou_2: 0.3206 loss_ce_3: 0.268 loss_bbox_3: 0.1742 loss_giou_3: 0.3167 loss_ce_4: 0.2594 loss_bbox_4: 0.1686 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:01] d2.utils.events INFO: eta: 9:55:33 iter: 323019 total_loss: 5.308 loss_ce: 0.2579 loss_bbox: 0.1737 loss_giou: 0.3074 loss_ce_0: 0.4547 loss_bbox_0: 0.2937 loss_giou_0: 0.4655 loss_ce_1: 0.3613 loss_bbox_1: 0.2057 loss_giou_1: 0.3546 loss_ce_2: 0.3068 loss_bbox_2: 0.1868 loss_giou_2: 0.3271 loss_ce_3: 0.2732 loss_bbox_3: 0.1803 loss_giou_3: 0.3125 loss_ce_4: 0.2566 loss_bbox_4: 0.1791 loss_giou_4: 0.3072 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:07] d2.utils.events INFO: eta: 9:55:21 iter: 323039 total_loss: 5.257 loss_ce: 0.2486 loss_bbox: 0.1729 loss_giou: 0.3319 loss_ce_0: 0.4572 loss_bbox_0: 0.2847 loss_giou_0: 0.4969 loss_ce_1: 0.356 loss_bbox_1: 0.2019 loss_giou_1: 0.3847 loss_ce_2: 0.2889 loss_bbox_2: 0.1882 loss_giou_2: 0.3519 loss_ce_3: 0.2612 loss_bbox_3: 0.1792 loss_giou_3: 0.3452 loss_ce_4: 0.2516 loss_bbox_4: 0.174 loss_giou_4: 0.3409 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:12] d2.utils.events INFO: eta: 9:55:16 iter: 323059 total_loss: 5.432 loss_ce: 0.2592 loss_bbox: 0.1677 loss_giou: 0.3144 loss_ce_0: 0.4732 loss_bbox_0: 0.2948 loss_giou_0: 0.4996 loss_ce_1: 0.356 loss_bbox_1: 0.2015 loss_giou_1: 0.3618 loss_ce_2: 0.3018 loss_bbox_2: 0.1824 loss_giou_2: 0.3324 loss_ce_3: 0.2766 loss_bbox_3: 0.1785 loss_giou_3: 0.3285 loss_ce_4: 0.2581 loss_bbox_4: 0.1675 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:18] d2.utils.events INFO: eta: 9:55:04 iter: 323079 total_loss: 5.228 loss_ce: 0.2351 loss_bbox: 0.174 loss_giou: 0.3107 loss_ce_0: 0.4566 loss_bbox_0: 0.2949 loss_giou_0: 0.4822 loss_ce_1: 0.3478 loss_bbox_1: 0.2026 loss_giou_1: 0.3653 loss_ce_2: 0.2938 loss_bbox_2: 0.1847 loss_giou_2: 0.3363 loss_ce_3: 0.2539 loss_bbox_3: 0.1794 loss_giou_3: 0.3235 loss_ce_4: 0.2353 loss_bbox_4: 0.1761 loss_giou_4: 0.3154 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:24] d2.utils.events INFO: eta: 9:54:51 iter: 323099 total_loss: 5.226 loss_ce: 0.241 loss_bbox: 0.1611 loss_giou: 0.3292 loss_ce_0: 0.4613 loss_bbox_0: 0.2789 loss_giou_0: 0.5039 loss_ce_1: 0.3537 loss_bbox_1: 0.189 loss_giou_1: 0.373 loss_ce_2: 0.2903 loss_bbox_2: 0.172 loss_giou_2: 0.3463 loss_ce_3: 0.2554 loss_bbox_3: 0.1675 loss_giou_3: 0.336 loss_ce_4: 0.246 loss_bbox_4: 0.1619 loss_giou_4: 0.3266 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:30] d2.utils.events INFO: eta: 9:54:44 iter: 323119 total_loss: 5.324 loss_ce: 0.251 loss_bbox: 0.1701 loss_giou: 0.3314 loss_ce_0: 0.4758 loss_bbox_0: 0.2808 loss_giou_0: 0.4835 loss_ce_1: 0.363 loss_bbox_1: 0.1937 loss_giou_1: 0.3684 loss_ce_2: 0.297 loss_bbox_2: 0.178 loss_giou_2: 0.3475 loss_ce_3: 0.2652 loss_bbox_3: 0.1766 loss_giou_3: 0.3361 loss_ce_4: 0.2512 loss_bbox_4: 0.1724 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:35] d2.utils.events INFO: eta: 9:54:33 iter: 323139 total_loss: 5.232 loss_ce: 0.2612 loss_bbox: 0.1703 loss_giou: 0.3237 loss_ce_0: 0.4737 loss_bbox_0: 0.295 loss_giou_0: 0.5003 loss_ce_1: 0.3729 loss_bbox_1: 0.2112 loss_giou_1: 0.3756 loss_ce_2: 0.3062 loss_bbox_2: 0.1855 loss_giou_2: 0.3439 loss_ce_3: 0.279 loss_bbox_3: 0.1785 loss_giou_3: 0.3328 loss_ce_4: 0.2594 loss_bbox_4: 0.1736 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:41] d2.utils.events INFO: eta: 9:54:21 iter: 323159 total_loss: 5.243 loss_ce: 0.2418 loss_bbox: 0.1747 loss_giou: 0.3125 loss_ce_0: 0.4594 loss_bbox_0: 0.2954 loss_giou_0: 0.4605 loss_ce_1: 0.3505 loss_bbox_1: 0.2066 loss_giou_1: 0.3529 loss_ce_2: 0.286 loss_bbox_2: 0.1828 loss_giou_2: 0.3268 loss_ce_3: 0.2544 loss_bbox_3: 0.1797 loss_giou_3: 0.3225 loss_ce_4: 0.2414 loss_bbox_4: 0.1755 loss_giou_4: 0.3155 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:47] d2.utils.events INFO: eta: 9:54:28 iter: 323179 total_loss: 5.62 loss_ce: 0.2652 loss_bbox: 0.1817 loss_giou: 0.3372 loss_ce_0: 0.4815 loss_bbox_0: 0.3098 loss_giou_0: 0.5102 loss_ce_1: 0.379 loss_bbox_1: 0.2133 loss_giou_1: 0.3897 loss_ce_2: 0.3013 loss_bbox_2: 0.1953 loss_giou_2: 0.3547 loss_ce_3: 0.2747 loss_bbox_3: 0.1884 loss_giou_3: 0.3524 loss_ce_4: 0.267 loss_bbox_4: 0.1836 loss_giou_4: 0.3413 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:52] d2.utils.events INFO: eta: 9:54:06 iter: 323199 total_loss: 5.14 loss_ce: 0.2495 loss_bbox: 0.1628 loss_giou: 0.2896 loss_ce_0: 0.4609 loss_bbox_0: 0.2908 loss_giou_0: 0.4683 loss_ce_1: 0.3553 loss_bbox_1: 0.1962 loss_giou_1: 0.3328 loss_ce_2: 0.2919 loss_bbox_2: 0.1812 loss_giou_2: 0.3128 loss_ce_3: 0.26 loss_bbox_3: 0.1693 loss_giou_3: 0.2991 loss_ce_4: 0.2475 loss_bbox_4: 0.1654 loss_giou_4: 0.2941 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:35:58] d2.utils.events INFO: eta: 9:54:01 iter: 323219 total_loss: 5.545 loss_ce: 0.2806 loss_bbox: 0.1794 loss_giou: 0.3316 loss_ce_0: 0.4787 loss_bbox_0: 0.2992 loss_giou_0: 0.5125 loss_ce_1: 0.3761 loss_bbox_1: 0.207 loss_giou_1: 0.387 loss_ce_2: 0.3173 loss_bbox_2: 0.1946 loss_giou_2: 0.3512 loss_ce_3: 0.2799 loss_bbox_3: 0.186 loss_giou_3: 0.3379 loss_ce_4: 0.2744 loss_bbox_4: 0.1793 loss_giou_4: 0.333 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:04] d2.utils.events INFO: eta: 9:53:49 iter: 323239 total_loss: 5.365 loss_ce: 0.2524 loss_bbox: 0.1687 loss_giou: 0.3212 loss_ce_0: 0.4779 loss_bbox_0: 0.2984 loss_giou_0: 0.5174 loss_ce_1: 0.3614 loss_bbox_1: 0.2088 loss_giou_1: 0.3782 loss_ce_2: 0.2966 loss_bbox_2: 0.1859 loss_giou_2: 0.3516 loss_ce_3: 0.278 loss_bbox_3: 0.1765 loss_giou_3: 0.3394 loss_ce_4: 0.2654 loss_bbox_4: 0.1728 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:09] d2.utils.events INFO: eta: 9:53:49 iter: 323259 total_loss: 5.441 loss_ce: 0.2553 loss_bbox: 0.1721 loss_giou: 0.3166 loss_ce_0: 0.4564 loss_bbox_0: 0.2915 loss_giou_0: 0.482 loss_ce_1: 0.3656 loss_bbox_1: 0.2055 loss_giou_1: 0.356 loss_ce_2: 0.2997 loss_bbox_2: 0.1871 loss_giou_2: 0.3343 loss_ce_3: 0.2677 loss_bbox_3: 0.1799 loss_giou_3: 0.3256 loss_ce_4: 0.2629 loss_bbox_4: 0.1754 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:15] d2.utils.events INFO: eta: 9:53:51 iter: 323279 total_loss: 5.409 loss_ce: 0.2488 loss_bbox: 0.1809 loss_giou: 0.3146 loss_ce_0: 0.4655 loss_bbox_0: 0.2963 loss_giou_0: 0.4979 loss_ce_1: 0.367 loss_bbox_1: 0.2066 loss_giou_1: 0.3732 loss_ce_2: 0.2957 loss_bbox_2: 0.1948 loss_giou_2: 0.3383 loss_ce_3: 0.262 loss_bbox_3: 0.1846 loss_giou_3: 0.3323 loss_ce_4: 0.2551 loss_bbox_4: 0.1822 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:21] d2.utils.events INFO: eta: 9:54:13 iter: 323299 total_loss: 5.413 loss_ce: 0.2641 loss_bbox: 0.1591 loss_giou: 0.3206 loss_ce_0: 0.494 loss_bbox_0: 0.2845 loss_giou_0: 0.4961 loss_ce_1: 0.3731 loss_bbox_1: 0.2052 loss_giou_1: 0.3681 loss_ce_2: 0.3117 loss_bbox_2: 0.1753 loss_giou_2: 0.3393 loss_ce_3: 0.2927 loss_bbox_3: 0.1653 loss_giou_3: 0.3349 loss_ce_4: 0.2683 loss_bbox_4: 0.1642 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:26] d2.utils.events INFO: eta: 9:54:15 iter: 323319 total_loss: 5.253 loss_ce: 0.2512 loss_bbox: 0.1657 loss_giou: 0.3035 loss_ce_0: 0.4588 loss_bbox_0: 0.2975 loss_giou_0: 0.4887 loss_ce_1: 0.349 loss_bbox_1: 0.2068 loss_giou_1: 0.3632 loss_ce_2: 0.2985 loss_bbox_2: 0.1871 loss_giou_2: 0.3272 loss_ce_3: 0.2614 loss_bbox_3: 0.1776 loss_giou_3: 0.3212 loss_ce_4: 0.2537 loss_bbox_4: 0.1689 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:32] d2.utils.events INFO: eta: 9:54:09 iter: 323339 total_loss: 5.47 loss_ce: 0.2517 loss_bbox: 0.1755 loss_giou: 0.3382 loss_ce_0: 0.4857 loss_bbox_0: 0.3052 loss_giou_0: 0.5321 loss_ce_1: 0.3715 loss_bbox_1: 0.2008 loss_giou_1: 0.3898 loss_ce_2: 0.3012 loss_bbox_2: 0.1883 loss_giou_2: 0.3564 loss_ce_3: 0.2717 loss_bbox_3: 0.1813 loss_giou_3: 0.3446 loss_ce_4: 0.2532 loss_bbox_4: 0.1746 loss_giou_4: 0.3417 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:38] d2.utils.events INFO: eta: 9:54:19 iter: 323359 total_loss: 5.623 loss_ce: 0.2656 loss_bbox: 0.1841 loss_giou: 0.3322 loss_ce_0: 0.4784 loss_bbox_0: 0.3063 loss_giou_0: 0.5031 loss_ce_1: 0.3778 loss_bbox_1: 0.2235 loss_giou_1: 0.366 loss_ce_2: 0.3188 loss_bbox_2: 0.1999 loss_giou_2: 0.3449 loss_ce_3: 0.2831 loss_bbox_3: 0.1941 loss_giou_3: 0.34 loss_ce_4: 0.2723 loss_bbox_4: 0.1942 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:43] d2.utils.events INFO: eta: 9:54:13 iter: 323379 total_loss: 5.29 loss_ce: 0.2494 loss_bbox: 0.1763 loss_giou: 0.3112 loss_ce_0: 0.4622 loss_bbox_0: 0.306 loss_giou_0: 0.4928 loss_ce_1: 0.3514 loss_bbox_1: 0.2106 loss_giou_1: 0.3543 loss_ce_2: 0.2955 loss_bbox_2: 0.19 loss_giou_2: 0.3302 loss_ce_3: 0.264 loss_bbox_3: 0.1879 loss_giou_3: 0.3177 loss_ce_4: 0.2519 loss_bbox_4: 0.1845 loss_giou_4: 0.3096 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:49] d2.utils.events INFO: eta: 9:54:17 iter: 323399 total_loss: 5.395 loss_ce: 0.2709 loss_bbox: 0.1606 loss_giou: 0.3242 loss_ce_0: 0.4877 loss_bbox_0: 0.3044 loss_giou_0: 0.5208 loss_ce_1: 0.3878 loss_bbox_1: 0.1938 loss_giou_1: 0.3848 loss_ce_2: 0.331 loss_bbox_2: 0.1739 loss_giou_2: 0.3499 loss_ce_3: 0.2914 loss_bbox_3: 0.1674 loss_giou_3: 0.3365 loss_ce_4: 0.2715 loss_bbox_4: 0.1633 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:36:55] d2.utils.events INFO: eta: 9:54:12 iter: 323419 total_loss: 5.307 loss_ce: 0.2624 loss_bbox: 0.1756 loss_giou: 0.3275 loss_ce_0: 0.4705 loss_bbox_0: 0.2876 loss_giou_0: 0.4842 loss_ce_1: 0.3749 loss_bbox_1: 0.2107 loss_giou_1: 0.3664 loss_ce_2: 0.3156 loss_bbox_2: 0.1905 loss_giou_2: 0.338 loss_ce_3: 0.2846 loss_bbox_3: 0.1854 loss_giou_3: 0.3305 loss_ce_4: 0.2633 loss_bbox_4: 0.1785 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:01] d2.utils.events INFO: eta: 9:54:05 iter: 323439 total_loss: 5.226 loss_ce: 0.2425 loss_bbox: 0.1765 loss_giou: 0.3193 loss_ce_0: 0.469 loss_bbox_0: 0.2886 loss_giou_0: 0.4922 loss_ce_1: 0.3491 loss_bbox_1: 0.2071 loss_giou_1: 0.3637 loss_ce_2: 0.2958 loss_bbox_2: 0.1829 loss_giou_2: 0.3354 loss_ce_3: 0.2651 loss_bbox_3: 0.1772 loss_giou_3: 0.3286 loss_ce_4: 0.2529 loss_bbox_4: 0.1777 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:06] d2.utils.events INFO: eta: 9:54:09 iter: 323459 total_loss: 5.302 loss_ce: 0.2566 loss_bbox: 0.1728 loss_giou: 0.3272 loss_ce_0: 0.4653 loss_bbox_0: 0.2901 loss_giou_0: 0.5045 loss_ce_1: 0.3607 loss_bbox_1: 0.2016 loss_giou_1: 0.3738 loss_ce_2: 0.3064 loss_bbox_2: 0.1832 loss_giou_2: 0.3458 loss_ce_3: 0.2651 loss_bbox_3: 0.1796 loss_giou_3: 0.3357 loss_ce_4: 0.2594 loss_bbox_4: 0.1752 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:12] d2.utils.events INFO: eta: 9:53:58 iter: 323479 total_loss: 5.208 loss_ce: 0.2499 loss_bbox: 0.1707 loss_giou: 0.3146 loss_ce_0: 0.4597 loss_bbox_0: 0.2837 loss_giou_0: 0.4884 loss_ce_1: 0.3638 loss_bbox_1: 0.206 loss_giou_1: 0.36 loss_ce_2: 0.3077 loss_bbox_2: 0.1831 loss_giou_2: 0.3258 loss_ce_3: 0.2659 loss_bbox_3: 0.1764 loss_giou_3: 0.3222 loss_ce_4: 0.2486 loss_bbox_4: 0.1787 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:18] d2.utils.events INFO: eta: 9:53:57 iter: 323499 total_loss: 5.424 loss_ce: 0.265 loss_bbox: 0.174 loss_giou: 0.3056 loss_ce_0: 0.4711 loss_bbox_0: 0.2891 loss_giou_0: 0.463 loss_ce_1: 0.373 loss_bbox_1: 0.1994 loss_giou_1: 0.3546 loss_ce_2: 0.3122 loss_bbox_2: 0.1846 loss_giou_2: 0.3259 loss_ce_3: 0.2764 loss_bbox_3: 0.1772 loss_giou_3: 0.3202 loss_ce_4: 0.2688 loss_bbox_4: 0.1754 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:23] d2.utils.events INFO: eta: 9:53:44 iter: 323519 total_loss: 5.428 loss_ce: 0.2626 loss_bbox: 0.1773 loss_giou: 0.3136 loss_ce_0: 0.4779 loss_bbox_0: 0.3124 loss_giou_0: 0.4959 loss_ce_1: 0.3752 loss_bbox_1: 0.2056 loss_giou_1: 0.3708 loss_ce_2: 0.3096 loss_bbox_2: 0.1885 loss_giou_2: 0.3301 loss_ce_3: 0.273 loss_bbox_3: 0.1812 loss_giou_3: 0.3287 loss_ce_4: 0.2597 loss_bbox_4: 0.1768 loss_giou_4: 0.3221 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:29] d2.utils.events INFO: eta: 9:53:45 iter: 323539 total_loss: 5.706 loss_ce: 0.2796 loss_bbox: 0.1705 loss_giou: 0.3324 loss_ce_0: 0.495 loss_bbox_0: 0.293 loss_giou_0: 0.5219 loss_ce_1: 0.3926 loss_bbox_1: 0.2025 loss_giou_1: 0.3862 loss_ce_2: 0.3276 loss_bbox_2: 0.1781 loss_giou_2: 0.3544 loss_ce_3: 0.2888 loss_bbox_3: 0.1783 loss_giou_3: 0.3456 loss_ce_4: 0.2866 loss_bbox_4: 0.1722 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:35] d2.utils.events INFO: eta: 9:53:32 iter: 323559 total_loss: 5.495 loss_ce: 0.257 loss_bbox: 0.1669 loss_giou: 0.33 loss_ce_0: 0.4781 loss_bbox_0: 0.2992 loss_giou_0: 0.5065 loss_ce_1: 0.3561 loss_bbox_1: 0.1978 loss_giou_1: 0.3816 loss_ce_2: 0.3079 loss_bbox_2: 0.1773 loss_giou_2: 0.355 loss_ce_3: 0.2705 loss_bbox_3: 0.1731 loss_giou_3: 0.3431 loss_ce_4: 0.2664 loss_bbox_4: 0.1691 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:40] d2.utils.events INFO: eta: 9:53:26 iter: 323579 total_loss: 5.362 loss_ce: 0.2637 loss_bbox: 0.1726 loss_giou: 0.3071 loss_ce_0: 0.4805 loss_bbox_0: 0.2966 loss_giou_0: 0.4915 loss_ce_1: 0.3689 loss_bbox_1: 0.203 loss_giou_1: 0.3525 loss_ce_2: 0.3052 loss_bbox_2: 0.1805 loss_giou_2: 0.3253 loss_ce_3: 0.2733 loss_bbox_3: 0.183 loss_giou_3: 0.3133 loss_ce_4: 0.2627 loss_bbox_4: 0.1759 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:46] d2.utils.events INFO: eta: 9:53:19 iter: 323599 total_loss: 5.449 loss_ce: 0.2699 loss_bbox: 0.1808 loss_giou: 0.3271 loss_ce_0: 0.4804 loss_bbox_0: 0.3073 loss_giou_0: 0.5037 loss_ce_1: 0.3721 loss_bbox_1: 0.2096 loss_giou_1: 0.3758 loss_ce_2: 0.3148 loss_bbox_2: 0.1927 loss_giou_2: 0.3396 loss_ce_3: 0.2848 loss_bbox_3: 0.18 loss_giou_3: 0.3383 loss_ce_4: 0.2694 loss_bbox_4: 0.1791 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:52] d2.utils.events INFO: eta: 9:53:19 iter: 323619 total_loss: 5.328 loss_ce: 0.2582 loss_bbox: 0.1776 loss_giou: 0.3139 loss_ce_0: 0.4772 loss_bbox_0: 0.2876 loss_giou_0: 0.4714 loss_ce_1: 0.3706 loss_bbox_1: 0.2113 loss_giou_1: 0.36 loss_ce_2: 0.3095 loss_bbox_2: 0.1933 loss_giou_2: 0.3353 loss_ce_3: 0.2742 loss_bbox_3: 0.1821 loss_giou_3: 0.3198 loss_ce_4: 0.2626 loss_bbox_4: 0.1825 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 15:37:58] d2.utils.events INFO: eta: 9:53:10 iter: 323639 total_loss: 5.427 loss_ce: 0.2623 loss_bbox: 0.1791 loss_giou: 0.3267 loss_ce_0: 0.4733 loss_bbox_0: 0.2947 loss_giou_0: 0.4985 loss_ce_1: 0.3744 loss_bbox_1: 0.2038 loss_giou_1: 0.3762 loss_ce_2: 0.3064 loss_bbox_2: 0.188 loss_giou_2: 0.35 loss_ce_3: 0.2771 loss_bbox_3: 0.1809 loss_giou_3: 0.3382 loss_ce_4: 0.2633 loss_bbox_4: 0.1777 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:03] d2.utils.events INFO: eta: 9:53:11 iter: 323659 total_loss: 5.393 loss_ce: 0.2676 loss_bbox: 0.1771 loss_giou: 0.3139 loss_ce_0: 0.4922 loss_bbox_0: 0.3099 loss_giou_0: 0.4842 loss_ce_1: 0.3747 loss_bbox_1: 0.2192 loss_giou_1: 0.3606 loss_ce_2: 0.3134 loss_bbox_2: 0.2006 loss_giou_2: 0.3318 loss_ce_3: 0.29 loss_bbox_3: 0.1901 loss_giou_3: 0.3275 loss_ce_4: 0.2729 loss_bbox_4: 0.179 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:09] d2.utils.events INFO: eta: 9:53:09 iter: 323679 total_loss: 5.158 loss_ce: 0.2573 loss_bbox: 0.1565 loss_giou: 0.3304 loss_ce_0: 0.4788 loss_bbox_0: 0.2843 loss_giou_0: 0.4916 loss_ce_1: 0.3597 loss_bbox_1: 0.1879 loss_giou_1: 0.3723 loss_ce_2: 0.3032 loss_bbox_2: 0.1688 loss_giou_2: 0.3465 loss_ce_3: 0.2713 loss_bbox_3: 0.1643 loss_giou_3: 0.3392 loss_ce_4: 0.2581 loss_bbox_4: 0.1612 loss_giou_4: 0.3347 time: 0.2799 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:15] d2.utils.events INFO: eta: 9:52:52 iter: 323699 total_loss: 5.315 loss_ce: 0.2557 loss_bbox: 0.1713 loss_giou: 0.3163 loss_ce_0: 0.464 loss_bbox_0: 0.2855 loss_giou_0: 0.5218 loss_ce_1: 0.3562 loss_bbox_1: 0.2003 loss_giou_1: 0.3717 loss_ce_2: 0.2909 loss_bbox_2: 0.1775 loss_giou_2: 0.3406 loss_ce_3: 0.2587 loss_bbox_3: 0.1711 loss_giou_3: 0.328 loss_ce_4: 0.2559 loss_bbox_4: 0.1743 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:20] d2.utils.events INFO: eta: 9:52:55 iter: 323719 total_loss: 5.46 loss_ce: 0.2544 loss_bbox: 0.1625 loss_giou: 0.3351 loss_ce_0: 0.4777 loss_bbox_0: 0.2915 loss_giou_0: 0.5336 loss_ce_1: 0.3705 loss_bbox_1: 0.1983 loss_giou_1: 0.3849 loss_ce_2: 0.3044 loss_bbox_2: 0.1822 loss_giou_2: 0.358 loss_ce_3: 0.2683 loss_bbox_3: 0.1711 loss_giou_3: 0.3453 loss_ce_4: 0.259 loss_bbox_4: 0.1665 loss_giou_4: 0.3374 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:26] d2.utils.events INFO: eta: 9:52:49 iter: 323739 total_loss: 5.313 loss_ce: 0.2558 loss_bbox: 0.1781 loss_giou: 0.3311 loss_ce_0: 0.4833 loss_bbox_0: 0.2836 loss_giou_0: 0.5121 loss_ce_1: 0.3751 loss_bbox_1: 0.2024 loss_giou_1: 0.3835 loss_ce_2: 0.3054 loss_bbox_2: 0.1852 loss_giou_2: 0.3546 loss_ce_3: 0.2758 loss_bbox_3: 0.1776 loss_giou_3: 0.3437 loss_ce_4: 0.2569 loss_bbox_4: 0.1773 loss_giou_4: 0.3345 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:32] d2.utils.events INFO: eta: 9:53:00 iter: 323759 total_loss: 5.372 loss_ce: 0.277 loss_bbox: 0.1636 loss_giou: 0.3022 loss_ce_0: 0.4721 loss_bbox_0: 0.2935 loss_giou_0: 0.4949 loss_ce_1: 0.369 loss_bbox_1: 0.2047 loss_giou_1: 0.3632 loss_ce_2: 0.3161 loss_bbox_2: 0.1784 loss_giou_2: 0.3303 loss_ce_3: 0.2826 loss_bbox_3: 0.173 loss_giou_3: 0.3173 loss_ce_4: 0.2808 loss_bbox_4: 0.1653 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:37] d2.utils.events INFO: eta: 9:52:55 iter: 323779 total_loss: 5.62 loss_ce: 0.2816 loss_bbox: 0.1886 loss_giou: 0.3308 loss_ce_0: 0.5015 loss_bbox_0: 0.3146 loss_giou_0: 0.5072 loss_ce_1: 0.3779 loss_bbox_1: 0.2236 loss_giou_1: 0.3659 loss_ce_2: 0.3259 loss_bbox_2: 0.204 loss_giou_2: 0.3428 loss_ce_3: 0.2932 loss_bbox_3: 0.1931 loss_giou_3: 0.3328 loss_ce_4: 0.2826 loss_bbox_4: 0.1904 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:43] d2.utils.events INFO: eta: 9:52:46 iter: 323799 total_loss: 5.234 loss_ce: 0.2559 loss_bbox: 0.1791 loss_giou: 0.3078 loss_ce_0: 0.4666 loss_bbox_0: 0.2857 loss_giou_0: 0.5028 loss_ce_1: 0.3571 loss_bbox_1: 0.2006 loss_giou_1: 0.3564 loss_ce_2: 0.3047 loss_bbox_2: 0.1863 loss_giou_2: 0.3299 loss_ce_3: 0.264 loss_bbox_3: 0.1805 loss_giou_3: 0.3158 loss_ce_4: 0.2652 loss_bbox_4: 0.1816 loss_giou_4: 0.3115 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:49] d2.utils.events INFO: eta: 9:52:50 iter: 323819 total_loss: 5.391 loss_ce: 0.2498 loss_bbox: 0.1664 loss_giou: 0.3242 loss_ce_0: 0.4828 loss_bbox_0: 0.2953 loss_giou_0: 0.5118 loss_ce_1: 0.3596 loss_bbox_1: 0.1969 loss_giou_1: 0.3687 loss_ce_2: 0.3062 loss_bbox_2: 0.186 loss_giou_2: 0.3435 loss_ce_3: 0.2745 loss_bbox_3: 0.1755 loss_giou_3: 0.3299 loss_ce_4: 0.2669 loss_bbox_4: 0.171 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0170 lr: 2.5e-05 max_mem: 5427M [11/03 15:38:55] d2.utils.events INFO: eta: 9:52:54 iter: 323839 total_loss: 5.174 loss_ce: 0.2486 loss_bbox: 0.1609 loss_giou: 0.3161 loss_ce_0: 0.4638 loss_bbox_0: 0.2887 loss_giou_0: 0.4845 loss_ce_1: 0.3406 loss_bbox_1: 0.1928 loss_giou_1: 0.355 loss_ce_2: 0.2836 loss_bbox_2: 0.1751 loss_giou_2: 0.33 loss_ce_3: 0.2508 loss_bbox_3: 0.1735 loss_giou_3: 0.323 loss_ce_4: 0.237 loss_bbox_4: 0.1666 loss_giou_4: 0.3196 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:00] d2.utils.events INFO: eta: 9:52:51 iter: 323859 total_loss: 5.341 loss_ce: 0.2519 loss_bbox: 0.1794 loss_giou: 0.3201 loss_ce_0: 0.4732 loss_bbox_0: 0.301 loss_giou_0: 0.4979 loss_ce_1: 0.3598 loss_bbox_1: 0.2014 loss_giou_1: 0.3585 loss_ce_2: 0.299 loss_bbox_2: 0.1864 loss_giou_2: 0.3334 loss_ce_3: 0.2646 loss_bbox_3: 0.1806 loss_giou_3: 0.3256 loss_ce_4: 0.2529 loss_bbox_4: 0.183 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:06] d2.utils.events INFO: eta: 9:52:54 iter: 323879 total_loss: 5.581 loss_ce: 0.2663 loss_bbox: 0.1827 loss_giou: 0.3346 loss_ce_0: 0.4988 loss_bbox_0: 0.3145 loss_giou_0: 0.491 loss_ce_1: 0.3795 loss_bbox_1: 0.2199 loss_giou_1: 0.371 loss_ce_2: 0.3174 loss_bbox_2: 0.1963 loss_giou_2: 0.3467 loss_ce_3: 0.2782 loss_bbox_3: 0.1937 loss_giou_3: 0.3455 loss_ce_4: 0.2719 loss_bbox_4: 0.1904 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:11] d2.utils.events INFO: eta: 9:52:46 iter: 323899 total_loss: 5.153 loss_ce: 0.2462 loss_bbox: 0.165 loss_giou: 0.3115 loss_ce_0: 0.4686 loss_bbox_0: 0.2867 loss_giou_0: 0.4856 loss_ce_1: 0.3632 loss_bbox_1: 0.2023 loss_giou_1: 0.3507 loss_ce_2: 0.294 loss_bbox_2: 0.1849 loss_giou_2: 0.3282 loss_ce_3: 0.2658 loss_bbox_3: 0.1794 loss_giou_3: 0.3211 loss_ce_4: 0.2446 loss_bbox_4: 0.1729 loss_giou_4: 0.3152 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:17] d2.utils.events INFO: eta: 9:52:50 iter: 323919 total_loss: 5.278 loss_ce: 0.2513 loss_bbox: 0.1631 loss_giou: 0.3438 loss_ce_0: 0.4646 loss_bbox_0: 0.2888 loss_giou_0: 0.5365 loss_ce_1: 0.3584 loss_bbox_1: 0.201 loss_giou_1: 0.3869 loss_ce_2: 0.3053 loss_bbox_2: 0.1772 loss_giou_2: 0.3531 loss_ce_3: 0.2612 loss_bbox_3: 0.1703 loss_giou_3: 0.3477 loss_ce_4: 0.2494 loss_bbox_4: 0.1649 loss_giou_4: 0.342 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:23] d2.utils.events INFO: eta: 9:52:37 iter: 323939 total_loss: 5.517 loss_ce: 0.2885 loss_bbox: 0.1727 loss_giou: 0.3195 loss_ce_0: 0.4883 loss_bbox_0: 0.2945 loss_giou_0: 0.4915 loss_ce_1: 0.3869 loss_bbox_1: 0.2021 loss_giou_1: 0.3606 loss_ce_2: 0.3376 loss_bbox_2: 0.1857 loss_giou_2: 0.3327 loss_ce_3: 0.2932 loss_bbox_3: 0.1787 loss_giou_3: 0.3205 loss_ce_4: 0.2788 loss_bbox_4: 0.178 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:29] d2.utils.events INFO: eta: 9:52:29 iter: 323959 total_loss: 5.277 loss_ce: 0.2552 loss_bbox: 0.1585 loss_giou: 0.3136 loss_ce_0: 0.4734 loss_bbox_0: 0.2897 loss_giou_0: 0.5001 loss_ce_1: 0.3705 loss_bbox_1: 0.1908 loss_giou_1: 0.3535 loss_ce_2: 0.3133 loss_bbox_2: 0.1755 loss_giou_2: 0.3264 loss_ce_3: 0.2773 loss_bbox_3: 0.1679 loss_giou_3: 0.3202 loss_ce_4: 0.27 loss_bbox_4: 0.1609 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:34] d2.utils.events INFO: eta: 9:52:23 iter: 323979 total_loss: 5.339 loss_ce: 0.2585 loss_bbox: 0.1835 loss_giou: 0.3281 loss_ce_0: 0.4719 loss_bbox_0: 0.2947 loss_giou_0: 0.504 loss_ce_1: 0.3532 loss_bbox_1: 0.2081 loss_giou_1: 0.3739 loss_ce_2: 0.297 loss_bbox_2: 0.194 loss_giou_2: 0.3486 loss_ce_3: 0.2703 loss_bbox_3: 0.1877 loss_giou_3: 0.3488 loss_ce_4: 0.2602 loss_bbox_4: 0.1854 loss_giou_4: 0.3335 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:40] d2.utils.events INFO: eta: 9:52:17 iter: 323999 total_loss: 5.274 loss_ce: 0.2643 loss_bbox: 0.1658 loss_giou: 0.2975 loss_ce_0: 0.4877 loss_bbox_0: 0.2948 loss_giou_0: 0.4632 loss_ce_1: 0.3819 loss_bbox_1: 0.1974 loss_giou_1: 0.3473 loss_ce_2: 0.3072 loss_bbox_2: 0.1801 loss_giou_2: 0.3197 loss_ce_3: 0.277 loss_bbox_3: 0.1734 loss_giou_3: 0.3044 loss_ce_4: 0.2608 loss_bbox_4: 0.1707 loss_giou_4: 0.2983 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:46] d2.utils.events INFO: eta: 9:52:12 iter: 324019 total_loss: 5.182 loss_ce: 0.2706 loss_bbox: 0.1717 loss_giou: 0.3099 loss_ce_0: 0.4877 loss_bbox_0: 0.3004 loss_giou_0: 0.4943 loss_ce_1: 0.3731 loss_bbox_1: 0.2111 loss_giou_1: 0.3683 loss_ce_2: 0.301 loss_bbox_2: 0.192 loss_giou_2: 0.3371 loss_ce_3: 0.2654 loss_bbox_3: 0.1805 loss_giou_3: 0.3251 loss_ce_4: 0.2674 loss_bbox_4: 0.1747 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:51] d2.utils.events INFO: eta: 9:52:09 iter: 324039 total_loss: 5.121 loss_ce: 0.2503 loss_bbox: 0.16 loss_giou: 0.3151 loss_ce_0: 0.4622 loss_bbox_0: 0.2735 loss_giou_0: 0.479 loss_ce_1: 0.3374 loss_bbox_1: 0.2065 loss_giou_1: 0.3646 loss_ce_2: 0.2978 loss_bbox_2: 0.1784 loss_giou_2: 0.3386 loss_ce_3: 0.2565 loss_bbox_3: 0.1686 loss_giou_3: 0.3286 loss_ce_4: 0.2523 loss_bbox_4: 0.1647 loss_giou_4: 0.3157 time: 0.2799 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 15:39:57] d2.utils.events INFO: eta: 9:52:16 iter: 324059 total_loss: 5.63 loss_ce: 0.2874 loss_bbox: 0.1776 loss_giou: 0.3469 loss_ce_0: 0.4793 loss_bbox_0: 0.2997 loss_giou_0: 0.5143 loss_ce_1: 0.3669 loss_bbox_1: 0.2118 loss_giou_1: 0.395 loss_ce_2: 0.3261 loss_bbox_2: 0.1937 loss_giou_2: 0.3627 loss_ce_3: 0.3074 loss_bbox_3: 0.1854 loss_giou_3: 0.3589 loss_ce_4: 0.2927 loss_bbox_4: 0.1822 loss_giou_4: 0.35 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:03] d2.utils.events INFO: eta: 9:52:13 iter: 324079 total_loss: 5.418 loss_ce: 0.2576 loss_bbox: 0.184 loss_giou: 0.326 loss_ce_0: 0.4837 loss_bbox_0: 0.3054 loss_giou_0: 0.4909 loss_ce_1: 0.3758 loss_bbox_1: 0.2185 loss_giou_1: 0.3603 loss_ce_2: 0.316 loss_bbox_2: 0.1938 loss_giou_2: 0.34 loss_ce_3: 0.2845 loss_bbox_3: 0.1862 loss_giou_3: 0.3331 loss_ce_4: 0.2615 loss_bbox_4: 0.1816 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:09] d2.utils.events INFO: eta: 9:52:07 iter: 324099 total_loss: 5.261 loss_ce: 0.2366 loss_bbox: 0.1763 loss_giou: 0.3062 loss_ce_0: 0.4721 loss_bbox_0: 0.2909 loss_giou_0: 0.4969 loss_ce_1: 0.3456 loss_bbox_1: 0.2083 loss_giou_1: 0.3727 loss_ce_2: 0.2946 loss_bbox_2: 0.1893 loss_giou_2: 0.335 loss_ce_3: 0.2583 loss_bbox_3: 0.1797 loss_giou_3: 0.3176 loss_ce_4: 0.2444 loss_bbox_4: 0.179 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:14] d2.utils.events INFO: eta: 9:52:07 iter: 324119 total_loss: 5.308 loss_ce: 0.2507 loss_bbox: 0.181 loss_giou: 0.3173 loss_ce_0: 0.475 loss_bbox_0: 0.2925 loss_giou_0: 0.5116 loss_ce_1: 0.3657 loss_bbox_1: 0.2098 loss_giou_1: 0.3814 loss_ce_2: 0.2895 loss_bbox_2: 0.188 loss_giou_2: 0.3439 loss_ce_3: 0.2523 loss_bbox_3: 0.1851 loss_giou_3: 0.3308 loss_ce_4: 0.254 loss_bbox_4: 0.1839 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:20] d2.utils.events INFO: eta: 9:52:06 iter: 324139 total_loss: 5.369 loss_ce: 0.247 loss_bbox: 0.1689 loss_giou: 0.3364 loss_ce_0: 0.4722 loss_bbox_0: 0.305 loss_giou_0: 0.5101 loss_ce_1: 0.3586 loss_bbox_1: 0.2001 loss_giou_1: 0.3862 loss_ce_2: 0.3104 loss_bbox_2: 0.1799 loss_giou_2: 0.3549 loss_ce_3: 0.2661 loss_bbox_3: 0.1784 loss_giou_3: 0.346 loss_ce_4: 0.2556 loss_bbox_4: 0.173 loss_giou_4: 0.3404 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:26] d2.utils.events INFO: eta: 9:52:15 iter: 324159 total_loss: 5.58 loss_ce: 0.2793 loss_bbox: 0.1773 loss_giou: 0.3186 loss_ce_0: 0.4819 loss_bbox_0: 0.3058 loss_giou_0: 0.4896 loss_ce_1: 0.3833 loss_bbox_1: 0.2091 loss_giou_1: 0.3636 loss_ce_2: 0.3354 loss_bbox_2: 0.1905 loss_giou_2: 0.3357 loss_ce_3: 0.3016 loss_bbox_3: 0.1801 loss_giou_3: 0.3318 loss_ce_4: 0.2867 loss_bbox_4: 0.1777 loss_giou_4: 0.322 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:31] d2.utils.events INFO: eta: 9:51:53 iter: 324179 total_loss: 5.301 loss_ce: 0.2478 loss_bbox: 0.1689 loss_giou: 0.31 loss_ce_0: 0.461 loss_bbox_0: 0.2991 loss_giou_0: 0.4919 loss_ce_1: 0.3604 loss_bbox_1: 0.1994 loss_giou_1: 0.3589 loss_ce_2: 0.3066 loss_bbox_2: 0.1838 loss_giou_2: 0.3261 loss_ce_3: 0.2675 loss_bbox_3: 0.1731 loss_giou_3: 0.3189 loss_ce_4: 0.2554 loss_bbox_4: 0.1702 loss_giou_4: 0.3171 time: 0.2799 data_time: 0.0187 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:37] d2.utils.events INFO: eta: 9:51:53 iter: 324199 total_loss: 5.176 loss_ce: 0.2512 loss_bbox: 0.1683 loss_giou: 0.3206 loss_ce_0: 0.473 loss_bbox_0: 0.2914 loss_giou_0: 0.4783 loss_ce_1: 0.3676 loss_bbox_1: 0.1964 loss_giou_1: 0.3623 loss_ce_2: 0.2986 loss_bbox_2: 0.1776 loss_giou_2: 0.336 loss_ce_3: 0.2652 loss_bbox_3: 0.176 loss_giou_3: 0.3255 loss_ce_4: 0.2585 loss_bbox_4: 0.167 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:43] d2.utils.events INFO: eta: 9:51:44 iter: 324219 total_loss: 5.101 loss_ce: 0.2598 loss_bbox: 0.1596 loss_giou: 0.3033 loss_ce_0: 0.4676 loss_bbox_0: 0.276 loss_giou_0: 0.5124 loss_ce_1: 0.3658 loss_bbox_1: 0.1931 loss_giou_1: 0.3569 loss_ce_2: 0.3138 loss_bbox_2: 0.1729 loss_giou_2: 0.3245 loss_ce_3: 0.2745 loss_bbox_3: 0.1689 loss_giou_3: 0.3164 loss_ce_4: 0.2651 loss_bbox_4: 0.1623 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:48] d2.utils.events INFO: eta: 9:51:35 iter: 324239 total_loss: 5.404 loss_ce: 0.2729 loss_bbox: 0.1711 loss_giou: 0.3283 loss_ce_0: 0.4779 loss_bbox_0: 0.2971 loss_giou_0: 0.5112 loss_ce_1: 0.3796 loss_bbox_1: 0.2095 loss_giou_1: 0.384 loss_ce_2: 0.3122 loss_bbox_2: 0.1842 loss_giou_2: 0.3552 loss_ce_3: 0.2803 loss_bbox_3: 0.1786 loss_giou_3: 0.344 loss_ce_4: 0.2706 loss_bbox_4: 0.1785 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:40:54] d2.utils.events INFO: eta: 9:51:29 iter: 324259 total_loss: 5.263 loss_ce: 0.2578 loss_bbox: 0.1639 loss_giou: 0.3307 loss_ce_0: 0.4716 loss_bbox_0: 0.288 loss_giou_0: 0.5076 loss_ce_1: 0.3753 loss_bbox_1: 0.1948 loss_giou_1: 0.3709 loss_ce_2: 0.3039 loss_bbox_2: 0.1762 loss_giou_2: 0.3408 loss_ce_3: 0.2701 loss_bbox_3: 0.1695 loss_giou_3: 0.3359 loss_ce_4: 0.2628 loss_bbox_4: 0.1643 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:00] d2.utils.events INFO: eta: 9:51:24 iter: 324279 total_loss: 5.263 loss_ce: 0.252 loss_bbox: 0.1615 loss_giou: 0.3122 loss_ce_0: 0.4657 loss_bbox_0: 0.2876 loss_giou_0: 0.4512 loss_ce_1: 0.3496 loss_bbox_1: 0.1978 loss_giou_1: 0.3551 loss_ce_2: 0.2791 loss_bbox_2: 0.1708 loss_giou_2: 0.3279 loss_ce_3: 0.2494 loss_bbox_3: 0.1648 loss_giou_3: 0.3204 loss_ce_4: 0.2525 loss_bbox_4: 0.1637 loss_giou_4: 0.3152 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:05] d2.utils.events INFO: eta: 9:51:14 iter: 324299 total_loss: 5.756 loss_ce: 0.2669 loss_bbox: 0.1766 loss_giou: 0.3548 loss_ce_0: 0.4991 loss_bbox_0: 0.2903 loss_giou_0: 0.5542 loss_ce_1: 0.3818 loss_bbox_1: 0.2167 loss_giou_1: 0.4107 loss_ce_2: 0.324 loss_bbox_2: 0.1964 loss_giou_2: 0.378 loss_ce_3: 0.2868 loss_bbox_3: 0.1866 loss_giou_3: 0.3672 loss_ce_4: 0.263 loss_bbox_4: 0.1814 loss_giou_4: 0.3598 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:11] d2.utils.events INFO: eta: 9:51:12 iter: 324319 total_loss: 5.368 loss_ce: 0.256 loss_bbox: 0.1536 loss_giou: 0.3356 loss_ce_0: 0.4739 loss_bbox_0: 0.2881 loss_giou_0: 0.5233 loss_ce_1: 0.3815 loss_bbox_1: 0.2048 loss_giou_1: 0.3795 loss_ce_2: 0.3125 loss_bbox_2: 0.1806 loss_giou_2: 0.3524 loss_ce_3: 0.2723 loss_bbox_3: 0.1718 loss_giou_3: 0.344 loss_ce_4: 0.2608 loss_bbox_4: 0.1581 loss_giou_4: 0.3417 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:17] d2.utils.events INFO: eta: 9:51:07 iter: 324339 total_loss: 5.543 loss_ce: 0.2731 loss_bbox: 0.1765 loss_giou: 0.329 loss_ce_0: 0.475 loss_bbox_0: 0.3112 loss_giou_0: 0.5152 loss_ce_1: 0.385 loss_bbox_1: 0.2094 loss_giou_1: 0.3816 loss_ce_2: 0.3226 loss_bbox_2: 0.1926 loss_giou_2: 0.3476 loss_ce_3: 0.2789 loss_bbox_3: 0.1876 loss_giou_3: 0.3415 loss_ce_4: 0.2726 loss_bbox_4: 0.1805 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:23] d2.utils.events INFO: eta: 9:50:59 iter: 324359 total_loss: 5.274 loss_ce: 0.2609 loss_bbox: 0.1667 loss_giou: 0.3173 loss_ce_0: 0.4907 loss_bbox_0: 0.2884 loss_giou_0: 0.5053 loss_ce_1: 0.3687 loss_bbox_1: 0.1967 loss_giou_1: 0.3629 loss_ce_2: 0.3092 loss_bbox_2: 0.1767 loss_giou_2: 0.336 loss_ce_3: 0.2857 loss_bbox_3: 0.1729 loss_giou_3: 0.3222 loss_ce_4: 0.2579 loss_bbox_4: 0.167 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:28] d2.utils.events INFO: eta: 9:50:51 iter: 324379 total_loss: 5.038 loss_ce: 0.2306 loss_bbox: 0.1646 loss_giou: 0.3152 loss_ce_0: 0.4419 loss_bbox_0: 0.2773 loss_giou_0: 0.4852 loss_ce_1: 0.3516 loss_bbox_1: 0.2005 loss_giou_1: 0.3641 loss_ce_2: 0.2839 loss_bbox_2: 0.1743 loss_giou_2: 0.3283 loss_ce_3: 0.2533 loss_bbox_3: 0.1722 loss_giou_3: 0.3228 loss_ce_4: 0.232 loss_bbox_4: 0.1652 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:34] d2.utils.events INFO: eta: 9:50:34 iter: 324399 total_loss: 5.208 loss_ce: 0.254 loss_bbox: 0.1602 loss_giou: 0.3114 loss_ce_0: 0.4572 loss_bbox_0: 0.2817 loss_giou_0: 0.5298 loss_ce_1: 0.3498 loss_bbox_1: 0.1943 loss_giou_1: 0.3601 loss_ce_2: 0.3031 loss_bbox_2: 0.1755 loss_giou_2: 0.3286 loss_ce_3: 0.2606 loss_bbox_3: 0.1659 loss_giou_3: 0.3265 loss_ce_4: 0.2512 loss_bbox_4: 0.1632 loss_giou_4: 0.3159 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:40] d2.utils.events INFO: eta: 9:50:40 iter: 324419 total_loss: 5.548 loss_ce: 0.2608 loss_bbox: 0.1937 loss_giou: 0.3206 loss_ce_0: 0.4775 loss_bbox_0: 0.3063 loss_giou_0: 0.4881 loss_ce_1: 0.3691 loss_bbox_1: 0.2241 loss_giou_1: 0.3665 loss_ce_2: 0.3163 loss_bbox_2: 0.2061 loss_giou_2: 0.3497 loss_ce_3: 0.2774 loss_bbox_3: 0.2007 loss_giou_3: 0.3354 loss_ce_4: 0.2669 loss_bbox_4: 0.1959 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:45] d2.utils.events INFO: eta: 9:50:35 iter: 324439 total_loss: 5.63 loss_ce: 0.2862 loss_bbox: 0.1681 loss_giou: 0.3248 loss_ce_0: 0.489 loss_bbox_0: 0.2944 loss_giou_0: 0.5221 loss_ce_1: 0.3817 loss_bbox_1: 0.1968 loss_giou_1: 0.3661 loss_ce_2: 0.3253 loss_bbox_2: 0.1835 loss_giou_2: 0.3459 loss_ce_3: 0.3009 loss_bbox_3: 0.1766 loss_giou_3: 0.3291 loss_ce_4: 0.2876 loss_bbox_4: 0.1696 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:51] d2.utils.events INFO: eta: 9:50:21 iter: 324459 total_loss: 5.369 loss_ce: 0.2703 loss_bbox: 0.1666 loss_giou: 0.3224 loss_ce_0: 0.4706 loss_bbox_0: 0.3018 loss_giou_0: 0.5101 loss_ce_1: 0.3727 loss_bbox_1: 0.2036 loss_giou_1: 0.3689 loss_ce_2: 0.3041 loss_bbox_2: 0.1815 loss_giou_2: 0.3401 loss_ce_3: 0.281 loss_bbox_3: 0.1738 loss_giou_3: 0.3359 loss_ce_4: 0.2741 loss_bbox_4: 0.1679 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:41:57] d2.utils.events INFO: eta: 9:50:20 iter: 324479 total_loss: 5.262 loss_ce: 0.2333 loss_bbox: 0.1706 loss_giou: 0.3165 loss_ce_0: 0.4563 loss_bbox_0: 0.2804 loss_giou_0: 0.5011 loss_ce_1: 0.3337 loss_bbox_1: 0.1905 loss_giou_1: 0.366 loss_ce_2: 0.2727 loss_bbox_2: 0.1789 loss_giou_2: 0.3365 loss_ce_3: 0.242 loss_bbox_3: 0.1751 loss_giou_3: 0.3232 loss_ce_4: 0.2335 loss_bbox_4: 0.1721 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:03] d2.utils.events INFO: eta: 9:50:07 iter: 324499 total_loss: 5.321 loss_ce: 0.2512 loss_bbox: 0.1773 loss_giou: 0.305 loss_ce_0: 0.4936 loss_bbox_0: 0.289 loss_giou_0: 0.4751 loss_ce_1: 0.3672 loss_bbox_1: 0.2202 loss_giou_1: 0.348 loss_ce_2: 0.3004 loss_bbox_2: 0.1943 loss_giou_2: 0.3236 loss_ce_3: 0.2673 loss_bbox_3: 0.1911 loss_giou_3: 0.3194 loss_ce_4: 0.243 loss_bbox_4: 0.1815 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:08] d2.utils.events INFO: eta: 9:50:04 iter: 324519 total_loss: 5.422 loss_ce: 0.2909 loss_bbox: 0.1746 loss_giou: 0.32 loss_ce_0: 0.4924 loss_bbox_0: 0.3049 loss_giou_0: 0.4855 loss_ce_1: 0.3709 loss_bbox_1: 0.2109 loss_giou_1: 0.3649 loss_ce_2: 0.3083 loss_bbox_2: 0.1917 loss_giou_2: 0.33 loss_ce_3: 0.2926 loss_bbox_3: 0.1818 loss_giou_3: 0.3274 loss_ce_4: 0.281 loss_bbox_4: 0.1782 loss_giou_4: 0.3222 time: 0.2799 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:14] d2.utils.events INFO: eta: 9:49:55 iter: 324539 total_loss: 5.231 loss_ce: 0.2574 loss_bbox: 0.1844 loss_giou: 0.334 loss_ce_0: 0.4633 loss_bbox_0: 0.3026 loss_giou_0: 0.5005 loss_ce_1: 0.366 loss_bbox_1: 0.2105 loss_giou_1: 0.3677 loss_ce_2: 0.2965 loss_bbox_2: 0.1987 loss_giou_2: 0.3536 loss_ce_3: 0.2678 loss_bbox_3: 0.1889 loss_giou_3: 0.3416 loss_ce_4: 0.2539 loss_bbox_4: 0.1859 loss_giou_4: 0.336 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:20] d2.utils.events INFO: eta: 9:49:55 iter: 324559 total_loss: 5.284 loss_ce: 0.2495 loss_bbox: 0.1741 loss_giou: 0.31 loss_ce_0: 0.4791 loss_bbox_0: 0.2928 loss_giou_0: 0.4955 loss_ce_1: 0.3745 loss_bbox_1: 0.2075 loss_giou_1: 0.3691 loss_ce_2: 0.3109 loss_bbox_2: 0.1855 loss_giou_2: 0.3393 loss_ce_3: 0.2673 loss_bbox_3: 0.1802 loss_giou_3: 0.3296 loss_ce_4: 0.2559 loss_bbox_4: 0.1737 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:25] d2.utils.events INFO: eta: 9:49:45 iter: 324579 total_loss: 5.316 loss_ce: 0.2393 loss_bbox: 0.1726 loss_giou: 0.3095 loss_ce_0: 0.4763 loss_bbox_0: 0.2973 loss_giou_0: 0.4677 loss_ce_1: 0.3591 loss_bbox_1: 0.2026 loss_giou_1: 0.3573 loss_ce_2: 0.2939 loss_bbox_2: 0.1834 loss_giou_2: 0.331 loss_ce_3: 0.2592 loss_bbox_3: 0.1813 loss_giou_3: 0.3168 loss_ce_4: 0.2396 loss_bbox_4: 0.1742 loss_giou_4: 0.3125 time: 0.2799 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:31] d2.utils.events INFO: eta: 9:49:39 iter: 324599 total_loss: 5.338 loss_ce: 0.2568 loss_bbox: 0.17 loss_giou: 0.3184 loss_ce_0: 0.477 loss_bbox_0: 0.2967 loss_giou_0: 0.4909 loss_ce_1: 0.3784 loss_bbox_1: 0.2086 loss_giou_1: 0.3696 loss_ce_2: 0.3095 loss_bbox_2: 0.1869 loss_giou_2: 0.3368 loss_ce_3: 0.2788 loss_bbox_3: 0.1776 loss_giou_3: 0.3307 loss_ce_4: 0.2609 loss_bbox_4: 0.1757 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:37] d2.utils.events INFO: eta: 9:49:29 iter: 324619 total_loss: 5.254 loss_ce: 0.253 loss_bbox: 0.171 loss_giou: 0.319 loss_ce_0: 0.4754 loss_bbox_0: 0.2903 loss_giou_0: 0.5132 loss_ce_1: 0.3808 loss_bbox_1: 0.2011 loss_giou_1: 0.3691 loss_ce_2: 0.2974 loss_bbox_2: 0.1788 loss_giou_2: 0.3396 loss_ce_3: 0.2678 loss_bbox_3: 0.176 loss_giou_3: 0.3344 loss_ce_4: 0.2592 loss_bbox_4: 0.1822 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:43] d2.utils.events INFO: eta: 9:49:21 iter: 324639 total_loss: 5.218 loss_ce: 0.2447 loss_bbox: 0.1586 loss_giou: 0.3172 loss_ce_0: 0.4556 loss_bbox_0: 0.2826 loss_giou_0: 0.487 loss_ce_1: 0.3522 loss_bbox_1: 0.1902 loss_giou_1: 0.3587 loss_ce_2: 0.2973 loss_bbox_2: 0.171 loss_giou_2: 0.34 loss_ce_3: 0.2627 loss_bbox_3: 0.1676 loss_giou_3: 0.3256 loss_ce_4: 0.2495 loss_bbox_4: 0.1634 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:49] d2.utils.events INFO: eta: 9:49:03 iter: 324659 total_loss: 5.304 loss_ce: 0.2559 loss_bbox: 0.1712 loss_giou: 0.3074 loss_ce_0: 0.4684 loss_bbox_0: 0.3039 loss_giou_0: 0.4832 loss_ce_1: 0.3607 loss_bbox_1: 0.2134 loss_giou_1: 0.3552 loss_ce_2: 0.3034 loss_bbox_2: 0.1876 loss_giou_2: 0.327 loss_ce_3: 0.2618 loss_bbox_3: 0.1863 loss_giou_3: 0.3176 loss_ce_4: 0.2583 loss_bbox_4: 0.1823 loss_giou_4: 0.3151 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 15:42:55] d2.utils.events INFO: eta: 9:48:59 iter: 324679 total_loss: 5.616 loss_ce: 0.2693 loss_bbox: 0.1818 loss_giou: 0.3342 loss_ce_0: 0.4765 loss_bbox_0: 0.2918 loss_giou_0: 0.5171 loss_ce_1: 0.3784 loss_bbox_1: 0.2089 loss_giou_1: 0.3816 loss_ce_2: 0.3206 loss_bbox_2: 0.1865 loss_giou_2: 0.3532 loss_ce_3: 0.2778 loss_bbox_3: 0.1824 loss_giou_3: 0.3445 loss_ce_4: 0.2783 loss_bbox_4: 0.1823 loss_giou_4: 0.3412 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:01] d2.utils.events INFO: eta: 9:49:24 iter: 324699 total_loss: 5.572 loss_ce: 0.2705 loss_bbox: 0.1854 loss_giou: 0.3465 loss_ce_0: 0.4831 loss_bbox_0: 0.3063 loss_giou_0: 0.5359 loss_ce_1: 0.3774 loss_bbox_1: 0.2176 loss_giou_1: 0.4013 loss_ce_2: 0.3183 loss_bbox_2: 0.2001 loss_giou_2: 0.3684 loss_ce_3: 0.2901 loss_bbox_3: 0.1892 loss_giou_3: 0.3561 loss_ce_4: 0.2727 loss_bbox_4: 0.1879 loss_giou_4: 0.3534 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:07] d2.utils.events INFO: eta: 9:49:16 iter: 324719 total_loss: 5.269 loss_ce: 0.2525 loss_bbox: 0.1685 loss_giou: 0.3289 loss_ce_0: 0.4812 loss_bbox_0: 0.2789 loss_giou_0: 0.5195 loss_ce_1: 0.3769 loss_bbox_1: 0.1911 loss_giou_1: 0.3766 loss_ce_2: 0.3054 loss_bbox_2: 0.1797 loss_giou_2: 0.3452 loss_ce_3: 0.2763 loss_bbox_3: 0.172 loss_giou_3: 0.3344 loss_ce_4: 0.2515 loss_bbox_4: 0.1706 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:12] d2.utils.events INFO: eta: 9:48:55 iter: 324739 total_loss: 5.089 loss_ce: 0.2401 loss_bbox: 0.1636 loss_giou: 0.3115 loss_ce_0: 0.445 loss_bbox_0: 0.2703 loss_giou_0: 0.4716 loss_ce_1: 0.3418 loss_bbox_1: 0.1854 loss_giou_1: 0.3548 loss_ce_2: 0.2749 loss_bbox_2: 0.1744 loss_giou_2: 0.3307 loss_ce_3: 0.2558 loss_bbox_3: 0.1631 loss_giou_3: 0.3168 loss_ce_4: 0.2396 loss_bbox_4: 0.1625 loss_giou_4: 0.3112 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:18] d2.utils.events INFO: eta: 9:48:43 iter: 324759 total_loss: 5.544 loss_ce: 0.2536 loss_bbox: 0.1888 loss_giou: 0.3145 loss_ce_0: 0.464 loss_bbox_0: 0.2982 loss_giou_0: 0.4871 loss_ce_1: 0.3613 loss_bbox_1: 0.219 loss_giou_1: 0.3488 loss_ce_2: 0.2968 loss_bbox_2: 0.2052 loss_giou_2: 0.3301 loss_ce_3: 0.2736 loss_bbox_3: 0.1831 loss_giou_3: 0.3252 loss_ce_4: 0.2512 loss_bbox_4: 0.1798 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:24] d2.utils.events INFO: eta: 9:48:29 iter: 324779 total_loss: 5.131 loss_ce: 0.2414 loss_bbox: 0.1752 loss_giou: 0.3129 loss_ce_0: 0.4663 loss_bbox_0: 0.2866 loss_giou_0: 0.4907 loss_ce_1: 0.3582 loss_bbox_1: 0.202 loss_giou_1: 0.358 loss_ce_2: 0.2953 loss_bbox_2: 0.1881 loss_giou_2: 0.3284 loss_ce_3: 0.2592 loss_bbox_3: 0.178 loss_giou_3: 0.3223 loss_ce_4: 0.2494 loss_bbox_4: 0.1807 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:29] d2.utils.events INFO: eta: 9:48:29 iter: 324799 total_loss: 5.349 loss_ce: 0.2605 loss_bbox: 0.1648 loss_giou: 0.334 loss_ce_0: 0.478 loss_bbox_0: 0.2932 loss_giou_0: 0.5076 loss_ce_1: 0.3718 loss_bbox_1: 0.2004 loss_giou_1: 0.3776 loss_ce_2: 0.3207 loss_bbox_2: 0.181 loss_giou_2: 0.3485 loss_ce_3: 0.2821 loss_bbox_3: 0.173 loss_giou_3: 0.3428 loss_ce_4: 0.2644 loss_bbox_4: 0.1671 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:35] d2.utils.events INFO: eta: 9:48:12 iter: 324819 total_loss: 5.588 loss_ce: 0.2793 loss_bbox: 0.1781 loss_giou: 0.3182 loss_ce_0: 0.4777 loss_bbox_0: 0.3007 loss_giou_0: 0.4948 loss_ce_1: 0.3731 loss_bbox_1: 0.2174 loss_giou_1: 0.38 loss_ce_2: 0.3169 loss_bbox_2: 0.1939 loss_giou_2: 0.3471 loss_ce_3: 0.2921 loss_bbox_3: 0.1873 loss_giou_3: 0.3313 loss_ce_4: 0.2777 loss_bbox_4: 0.1833 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:41] d2.utils.events INFO: eta: 9:48:04 iter: 324839 total_loss: 5.688 loss_ce: 0.2814 loss_bbox: 0.1919 loss_giou: 0.3292 loss_ce_0: 0.4975 loss_bbox_0: 0.3097 loss_giou_0: 0.5168 loss_ce_1: 0.3907 loss_bbox_1: 0.2248 loss_giou_1: 0.3847 loss_ce_2: 0.3317 loss_bbox_2: 0.2026 loss_giou_2: 0.351 loss_ce_3: 0.2998 loss_bbox_3: 0.1941 loss_giou_3: 0.3417 loss_ce_4: 0.2817 loss_bbox_4: 0.1908 loss_giou_4: 0.3359 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:46] d2.utils.events INFO: eta: 9:47:56 iter: 324859 total_loss: 5.382 loss_ce: 0.262 loss_bbox: 0.161 loss_giou: 0.3217 loss_ce_0: 0.479 loss_bbox_0: 0.2908 loss_giou_0: 0.512 loss_ce_1: 0.3738 loss_bbox_1: 0.1959 loss_giou_1: 0.3731 loss_ce_2: 0.3125 loss_bbox_2: 0.1765 loss_giou_2: 0.3389 loss_ce_3: 0.2693 loss_bbox_3: 0.171 loss_giou_3: 0.3355 loss_ce_4: 0.2675 loss_bbox_4: 0.1623 loss_giou_4: 0.3284 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:52] d2.utils.events INFO: eta: 9:47:42 iter: 324879 total_loss: 5.644 loss_ce: 0.2788 loss_bbox: 0.1769 loss_giou: 0.32 loss_ce_0: 0.4873 loss_bbox_0: 0.2941 loss_giou_0: 0.4982 loss_ce_1: 0.3742 loss_bbox_1: 0.2043 loss_giou_1: 0.3803 loss_ce_2: 0.3287 loss_bbox_2: 0.184 loss_giou_2: 0.3452 loss_ce_3: 0.3002 loss_bbox_3: 0.1818 loss_giou_3: 0.336 loss_ce_4: 0.2844 loss_bbox_4: 0.1783 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:43:58] d2.utils.events INFO: eta: 9:47:45 iter: 324899 total_loss: 5.25 loss_ce: 0.2646 loss_bbox: 0.1689 loss_giou: 0.305 loss_ce_0: 0.4922 loss_bbox_0: 0.2996 loss_giou_0: 0.4791 loss_ce_1: 0.3715 loss_bbox_1: 0.2019 loss_giou_1: 0.3453 loss_ce_2: 0.3066 loss_bbox_2: 0.1842 loss_giou_2: 0.317 loss_ce_3: 0.2834 loss_bbox_3: 0.1773 loss_giou_3: 0.3067 loss_ce_4: 0.2627 loss_bbox_4: 0.1758 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:04] d2.utils.events INFO: eta: 9:47:38 iter: 324919 total_loss: 5.529 loss_ce: 0.2726 loss_bbox: 0.1744 loss_giou: 0.3593 loss_ce_0: 0.4718 loss_bbox_0: 0.3057 loss_giou_0: 0.5309 loss_ce_1: 0.3773 loss_bbox_1: 0.2169 loss_giou_1: 0.4144 loss_ce_2: 0.3138 loss_bbox_2: 0.1912 loss_giou_2: 0.3841 loss_ce_3: 0.2928 loss_bbox_3: 0.183 loss_giou_3: 0.3679 loss_ce_4: 0.2791 loss_bbox_4: 0.1763 loss_giou_4: 0.3622 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:09] d2.utils.events INFO: eta: 9:47:24 iter: 324939 total_loss: 5.369 loss_ce: 0.265 loss_bbox: 0.1826 loss_giou: 0.3125 loss_ce_0: 0.4964 loss_bbox_0: 0.302 loss_giou_0: 0.4899 loss_ce_1: 0.3822 loss_bbox_1: 0.1983 loss_giou_1: 0.3537 loss_ce_2: 0.3175 loss_bbox_2: 0.1894 loss_giou_2: 0.3227 loss_ce_3: 0.2816 loss_bbox_3: 0.1779 loss_giou_3: 0.3182 loss_ce_4: 0.2663 loss_bbox_4: 0.1769 loss_giou_4: 0.3121 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:15] d2.utils.events INFO: eta: 9:47:17 iter: 324959 total_loss: 5.369 loss_ce: 0.2518 loss_bbox: 0.1581 loss_giou: 0.3163 loss_ce_0: 0.4779 loss_bbox_0: 0.298 loss_giou_0: 0.4964 loss_ce_1: 0.371 loss_bbox_1: 0.1927 loss_giou_1: 0.3661 loss_ce_2: 0.304 loss_bbox_2: 0.1709 loss_giou_2: 0.3345 loss_ce_3: 0.2709 loss_bbox_3: 0.1607 loss_giou_3: 0.3276 loss_ce_4: 0.2554 loss_bbox_4: 0.1599 loss_giou_4: 0.3163 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:20] d2.utils.events INFO: eta: 9:47:07 iter: 324979 total_loss: 5.086 loss_ce: 0.2358 loss_bbox: 0.1631 loss_giou: 0.3113 loss_ce_0: 0.4639 loss_bbox_0: 0.2969 loss_giou_0: 0.4842 loss_ce_1: 0.3421 loss_bbox_1: 0.1985 loss_giou_1: 0.353 loss_ce_2: 0.2782 loss_bbox_2: 0.1778 loss_giou_2: 0.3304 loss_ce_3: 0.245 loss_bbox_3: 0.1684 loss_giou_3: 0.3201 loss_ce_4: 0.2355 loss_bbox_4: 0.1623 loss_giou_4: 0.3149 time: 0.2799 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:26] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0324999.pth [11/03 15:44:28] d2.utils.events INFO: eta: 9:47:08 iter: 324999 total_loss: 5.207 loss_ce: 0.2494 loss_bbox: 0.1716 loss_giou: 0.3183 loss_ce_0: 0.4624 loss_bbox_0: 0.2939 loss_giou_0: 0.4971 loss_ce_1: 0.3622 loss_bbox_1: 0.2096 loss_giou_1: 0.3635 loss_ce_2: 0.2969 loss_bbox_2: 0.1838 loss_giou_2: 0.3346 loss_ce_3: 0.2757 loss_bbox_3: 0.1807 loss_giou_3: 0.3282 loss_ce_4: 0.261 loss_bbox_4: 0.1714 loss_giou_4: 0.3238 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:34] d2.utils.events INFO: eta: 9:46:58 iter: 325019 total_loss: 5.408 loss_ce: 0.2603 loss_bbox: 0.1638 loss_giou: 0.3333 loss_ce_0: 0.4726 loss_bbox_0: 0.2895 loss_giou_0: 0.5215 loss_ce_1: 0.3704 loss_bbox_1: 0.2003 loss_giou_1: 0.3769 loss_ce_2: 0.3125 loss_bbox_2: 0.1787 loss_giou_2: 0.353 loss_ce_3: 0.2745 loss_bbox_3: 0.173 loss_giou_3: 0.3469 loss_ce_4: 0.2739 loss_bbox_4: 0.1711 loss_giou_4: 0.3393 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:40] d2.utils.events INFO: eta: 9:46:38 iter: 325039 total_loss: 5.325 loss_ce: 0.2479 loss_bbox: 0.1645 loss_giou: 0.3143 loss_ce_0: 0.4686 loss_bbox_0: 0.3033 loss_giou_0: 0.4875 loss_ce_1: 0.3583 loss_bbox_1: 0.1985 loss_giou_1: 0.3534 loss_ce_2: 0.295 loss_bbox_2: 0.1734 loss_giou_2: 0.3335 loss_ce_3: 0.2648 loss_bbox_3: 0.1705 loss_giou_3: 0.3252 loss_ce_4: 0.2509 loss_bbox_4: 0.166 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:45] d2.utils.events INFO: eta: 9:46:36 iter: 325059 total_loss: 5.489 loss_ce: 0.2546 loss_bbox: 0.1829 loss_giou: 0.3431 loss_ce_0: 0.4687 loss_bbox_0: 0.3026 loss_giou_0: 0.5115 loss_ce_1: 0.3694 loss_bbox_1: 0.2133 loss_giou_1: 0.3861 loss_ce_2: 0.3129 loss_bbox_2: 0.1946 loss_giou_2: 0.3584 loss_ce_3: 0.2767 loss_bbox_3: 0.1873 loss_giou_3: 0.3499 loss_ce_4: 0.2677 loss_bbox_4: 0.1827 loss_giou_4: 0.3423 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:51] d2.utils.events INFO: eta: 9:46:25 iter: 325079 total_loss: 5.401 loss_ce: 0.261 loss_bbox: 0.1828 loss_giou: 0.3174 loss_ce_0: 0.4697 loss_bbox_0: 0.3019 loss_giou_0: 0.4931 loss_ce_1: 0.3638 loss_bbox_1: 0.218 loss_giou_1: 0.3675 loss_ce_2: 0.3006 loss_bbox_2: 0.194 loss_giou_2: 0.3344 loss_ce_3: 0.278 loss_bbox_3: 0.191 loss_giou_3: 0.3286 loss_ce_4: 0.262 loss_bbox_4: 0.1884 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:44:57] d2.utils.events INFO: eta: 9:46:30 iter: 325099 total_loss: 5.155 loss_ce: 0.2608 loss_bbox: 0.1744 loss_giou: 0.2926 loss_ce_0: 0.4941 loss_bbox_0: 0.2885 loss_giou_0: 0.4575 loss_ce_1: 0.3767 loss_bbox_1: 0.2075 loss_giou_1: 0.3374 loss_ce_2: 0.3181 loss_bbox_2: 0.1824 loss_giou_2: 0.3066 loss_ce_3: 0.2878 loss_bbox_3: 0.18 loss_giou_3: 0.3004 loss_ce_4: 0.261 loss_bbox_4: 0.1767 loss_giou_4: 0.2982 time: 0.2799 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:02] d2.utils.events INFO: eta: 9:46:19 iter: 325119 total_loss: 5.179 loss_ce: 0.2341 loss_bbox: 0.1592 loss_giou: 0.3273 loss_ce_0: 0.4762 loss_bbox_0: 0.2803 loss_giou_0: 0.5057 loss_ce_1: 0.3418 loss_bbox_1: 0.1809 loss_giou_1: 0.3657 loss_ce_2: 0.2831 loss_bbox_2: 0.1698 loss_giou_2: 0.3408 loss_ce_3: 0.2527 loss_bbox_3: 0.1641 loss_giou_3: 0.3368 loss_ce_4: 0.2374 loss_bbox_4: 0.1617 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:08] d2.utils.events INFO: eta: 9:45:51 iter: 325139 total_loss: 5.171 loss_ce: 0.267 loss_bbox: 0.1817 loss_giou: 0.3144 loss_ce_0: 0.4798 loss_bbox_0: 0.2941 loss_giou_0: 0.4974 loss_ce_1: 0.3683 loss_bbox_1: 0.2121 loss_giou_1: 0.3602 loss_ce_2: 0.317 loss_bbox_2: 0.1941 loss_giou_2: 0.3329 loss_ce_3: 0.2765 loss_bbox_3: 0.1897 loss_giou_3: 0.3238 loss_ce_4: 0.2632 loss_bbox_4: 0.1868 loss_giou_4: 0.3158 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:14] d2.utils.events INFO: eta: 9:45:42 iter: 325159 total_loss: 5.249 loss_ce: 0.2389 loss_bbox: 0.1708 loss_giou: 0.3354 loss_ce_0: 0.4614 loss_bbox_0: 0.2864 loss_giou_0: 0.4987 loss_ce_1: 0.3429 loss_bbox_1: 0.2072 loss_giou_1: 0.3768 loss_ce_2: 0.2808 loss_bbox_2: 0.191 loss_giou_2: 0.3468 loss_ce_3: 0.2525 loss_bbox_3: 0.178 loss_giou_3: 0.3454 loss_ce_4: 0.2432 loss_bbox_4: 0.1781 loss_giou_4: 0.3432 time: 0.2799 data_time: 0.0196 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:19] d2.utils.events INFO: eta: 9:45:32 iter: 325179 total_loss: 5.225 loss_ce: 0.2471 loss_bbox: 0.1742 loss_giou: 0.3141 loss_ce_0: 0.4659 loss_bbox_0: 0.2899 loss_giou_0: 0.4718 loss_ce_1: 0.3573 loss_bbox_1: 0.2022 loss_giou_1: 0.3539 loss_ce_2: 0.3071 loss_bbox_2: 0.1797 loss_giou_2: 0.3244 loss_ce_3: 0.2644 loss_bbox_3: 0.1771 loss_giou_3: 0.3227 loss_ce_4: 0.2491 loss_bbox_4: 0.1737 loss_giou_4: 0.3164 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:25] d2.utils.events INFO: eta: 9:45:27 iter: 325199 total_loss: 5.788 loss_ce: 0.2875 loss_bbox: 0.1885 loss_giou: 0.3586 loss_ce_0: 0.4852 loss_bbox_0: 0.3155 loss_giou_0: 0.5448 loss_ce_1: 0.3954 loss_bbox_1: 0.2185 loss_giou_1: 0.4075 loss_ce_2: 0.3266 loss_bbox_2: 0.2001 loss_giou_2: 0.3782 loss_ce_3: 0.2921 loss_bbox_3: 0.1921 loss_giou_3: 0.363 loss_ce_4: 0.2892 loss_bbox_4: 0.1889 loss_giou_4: 0.3598 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:31] d2.utils.events INFO: eta: 9:45:21 iter: 325219 total_loss: 5.517 loss_ce: 0.2714 loss_bbox: 0.1823 loss_giou: 0.3255 loss_ce_0: 0.4947 loss_bbox_0: 0.3065 loss_giou_0: 0.4996 loss_ce_1: 0.3783 loss_bbox_1: 0.219 loss_giou_1: 0.3801 loss_ce_2: 0.3166 loss_bbox_2: 0.1981 loss_giou_2: 0.3438 loss_ce_3: 0.293 loss_bbox_3: 0.1885 loss_giou_3: 0.3313 loss_ce_4: 0.2785 loss_bbox_4: 0.1863 loss_giou_4: 0.3266 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:36] d2.utils.events INFO: eta: 9:45:18 iter: 325239 total_loss: 5.454 loss_ce: 0.2523 loss_bbox: 0.18 loss_giou: 0.3299 loss_ce_0: 0.4662 loss_bbox_0: 0.3067 loss_giou_0: 0.5237 loss_ce_1: 0.3565 loss_bbox_1: 0.2018 loss_giou_1: 0.3965 loss_ce_2: 0.2882 loss_bbox_2: 0.1916 loss_giou_2: 0.3539 loss_ce_3: 0.2662 loss_bbox_3: 0.1822 loss_giou_3: 0.3374 loss_ce_4: 0.2538 loss_bbox_4: 0.1805 loss_giou_4: 0.3319 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:42] d2.utils.events INFO: eta: 9:45:03 iter: 325259 total_loss: 5.192 loss_ce: 0.2448 loss_bbox: 0.1634 loss_giou: 0.313 loss_ce_0: 0.4819 loss_bbox_0: 0.2924 loss_giou_0: 0.4796 loss_ce_1: 0.3758 loss_bbox_1: 0.1996 loss_giou_1: 0.3667 loss_ce_2: 0.2929 loss_bbox_2: 0.1795 loss_giou_2: 0.3377 loss_ce_3: 0.2609 loss_bbox_3: 0.1727 loss_giou_3: 0.3226 loss_ce_4: 0.2503 loss_bbox_4: 0.1657 loss_giou_4: 0.32 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:48] d2.utils.events INFO: eta: 9:44:53 iter: 325279 total_loss: 5.37 loss_ce: 0.2516 loss_bbox: 0.1739 loss_giou: 0.3324 loss_ce_0: 0.4761 loss_bbox_0: 0.2936 loss_giou_0: 0.5089 loss_ce_1: 0.3523 loss_bbox_1: 0.2035 loss_giou_1: 0.3907 loss_ce_2: 0.3056 loss_bbox_2: 0.1832 loss_giou_2: 0.3518 loss_ce_3: 0.2707 loss_bbox_3: 0.1743 loss_giou_3: 0.3411 loss_ce_4: 0.2586 loss_bbox_4: 0.1787 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:53] d2.utils.events INFO: eta: 9:44:48 iter: 325299 total_loss: 5.203 loss_ce: 0.249 loss_bbox: 0.1829 loss_giou: 0.3237 loss_ce_0: 0.4658 loss_bbox_0: 0.2997 loss_giou_0: 0.481 loss_ce_1: 0.3708 loss_bbox_1: 0.2153 loss_giou_1: 0.366 loss_ce_2: 0.3034 loss_bbox_2: 0.1957 loss_giou_2: 0.3418 loss_ce_3: 0.2628 loss_bbox_3: 0.1925 loss_giou_3: 0.3365 loss_ce_4: 0.2506 loss_bbox_4: 0.183 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 15:45:59] d2.utils.events INFO: eta: 9:44:42 iter: 325319 total_loss: 5.457 loss_ce: 0.267 loss_bbox: 0.1665 loss_giou: 0.3368 loss_ce_0: 0.4809 loss_bbox_0: 0.2791 loss_giou_0: 0.5166 loss_ce_1: 0.3592 loss_bbox_1: 0.1945 loss_giou_1: 0.3925 loss_ce_2: 0.3032 loss_bbox_2: 0.1779 loss_giou_2: 0.36 loss_ce_3: 0.277 loss_bbox_3: 0.1701 loss_giou_3: 0.3468 loss_ce_4: 0.2672 loss_bbox_4: 0.1705 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:05] d2.utils.events INFO: eta: 9:44:16 iter: 325339 total_loss: 4.962 loss_ce: 0.215 loss_bbox: 0.1569 loss_giou: 0.3112 loss_ce_0: 0.4536 loss_bbox_0: 0.2718 loss_giou_0: 0.4775 loss_ce_1: 0.3401 loss_bbox_1: 0.1874 loss_giou_1: 0.3585 loss_ce_2: 0.2816 loss_bbox_2: 0.1719 loss_giou_2: 0.3308 loss_ce_3: 0.2463 loss_bbox_3: 0.1621 loss_giou_3: 0.3212 loss_ce_4: 0.2223 loss_bbox_4: 0.1601 loss_giou_4: 0.3144 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:10] d2.utils.events INFO: eta: 9:44:16 iter: 325359 total_loss: 5.209 loss_ce: 0.2405 loss_bbox: 0.1687 loss_giou: 0.3183 loss_ce_0: 0.4571 loss_bbox_0: 0.2913 loss_giou_0: 0.4924 loss_ce_1: 0.3505 loss_bbox_1: 0.2064 loss_giou_1: 0.3499 loss_ce_2: 0.2944 loss_bbox_2: 0.1852 loss_giou_2: 0.3315 loss_ce_3: 0.2596 loss_bbox_3: 0.176 loss_giou_3: 0.3276 loss_ce_4: 0.2422 loss_bbox_4: 0.1733 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:16] d2.utils.events INFO: eta: 9:44:17 iter: 325379 total_loss: 5.308 loss_ce: 0.2357 loss_bbox: 0.1658 loss_giou: 0.3083 loss_ce_0: 0.4707 loss_bbox_0: 0.28 loss_giou_0: 0.486 loss_ce_1: 0.3547 loss_bbox_1: 0.1995 loss_giou_1: 0.3494 loss_ce_2: 0.2932 loss_bbox_2: 0.1814 loss_giou_2: 0.3224 loss_ce_3: 0.2427 loss_bbox_3: 0.1721 loss_giou_3: 0.3165 loss_ce_4: 0.2375 loss_bbox_4: 0.169 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:22] d2.utils.events INFO: eta: 9:44:20 iter: 325399 total_loss: 4.869 loss_ce: 0.2228 loss_bbox: 0.1665 loss_giou: 0.2847 loss_ce_0: 0.4622 loss_bbox_0: 0.2969 loss_giou_0: 0.4408 loss_ce_1: 0.3573 loss_bbox_1: 0.2018 loss_giou_1: 0.3289 loss_ce_2: 0.2737 loss_bbox_2: 0.1845 loss_giou_2: 0.2992 loss_ce_3: 0.238 loss_bbox_3: 0.1765 loss_giou_3: 0.293 loss_ce_4: 0.2269 loss_bbox_4: 0.1725 loss_giou_4: 0.2894 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:27] d2.utils.events INFO: eta: 9:44:12 iter: 325419 total_loss: 5.534 loss_ce: 0.249 loss_bbox: 0.1761 loss_giou: 0.3283 loss_ce_0: 0.4834 loss_bbox_0: 0.3048 loss_giou_0: 0.5281 loss_ce_1: 0.3603 loss_bbox_1: 0.2056 loss_giou_1: 0.3747 loss_ce_2: 0.3024 loss_bbox_2: 0.1846 loss_giou_2: 0.3577 loss_ce_3: 0.2661 loss_bbox_3: 0.18 loss_giou_3: 0.3424 loss_ce_4: 0.2474 loss_bbox_4: 0.1769 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:33] d2.utils.events INFO: eta: 9:43:52 iter: 325439 total_loss: 5.19 loss_ce: 0.2391 loss_bbox: 0.1576 loss_giou: 0.3196 loss_ce_0: 0.4639 loss_bbox_0: 0.2836 loss_giou_0: 0.4778 loss_ce_1: 0.3476 loss_bbox_1: 0.2016 loss_giou_1: 0.3776 loss_ce_2: 0.2932 loss_bbox_2: 0.176 loss_giou_2: 0.3408 loss_ce_3: 0.2579 loss_bbox_3: 0.1664 loss_giou_3: 0.334 loss_ce_4: 0.2488 loss_bbox_4: 0.1611 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:39] d2.utils.events INFO: eta: 9:44:11 iter: 325459 total_loss: 5.388 loss_ce: 0.2614 loss_bbox: 0.1675 loss_giou: 0.3132 loss_ce_0: 0.4879 loss_bbox_0: 0.2921 loss_giou_0: 0.5069 loss_ce_1: 0.3712 loss_bbox_1: 0.2042 loss_giou_1: 0.3689 loss_ce_2: 0.3118 loss_bbox_2: 0.1854 loss_giou_2: 0.3306 loss_ce_3: 0.2803 loss_bbox_3: 0.1776 loss_giou_3: 0.32 loss_ce_4: 0.2647 loss_bbox_4: 0.1692 loss_giou_4: 0.316 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:45] d2.utils.events INFO: eta: 9:44:08 iter: 325479 total_loss: 5.528 loss_ce: 0.261 loss_bbox: 0.1735 loss_giou: 0.3324 loss_ce_0: 0.4794 loss_bbox_0: 0.2985 loss_giou_0: 0.5406 loss_ce_1: 0.3829 loss_bbox_1: 0.2088 loss_giou_1: 0.3897 loss_ce_2: 0.315 loss_bbox_2: 0.1846 loss_giou_2: 0.3541 loss_ce_3: 0.283 loss_bbox_3: 0.1795 loss_giou_3: 0.347 loss_ce_4: 0.2674 loss_bbox_4: 0.1759 loss_giou_4: 0.3406 time: 0.2799 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:50] d2.utils.events INFO: eta: 9:44:22 iter: 325499 total_loss: 5.427 loss_ce: 0.2508 loss_bbox: 0.1771 loss_giou: 0.3453 loss_ce_0: 0.4594 loss_bbox_0: 0.3022 loss_giou_0: 0.5295 loss_ce_1: 0.3584 loss_bbox_1: 0.2034 loss_giou_1: 0.397 loss_ce_2: 0.2962 loss_bbox_2: 0.1857 loss_giou_2: 0.3624 loss_ce_3: 0.268 loss_bbox_3: 0.18 loss_giou_3: 0.359 loss_ce_4: 0.2561 loss_bbox_4: 0.1784 loss_giou_4: 0.3521 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 15:46:56] d2.utils.events INFO: eta: 9:44:16 iter: 325519 total_loss: 5.143 loss_ce: 0.2368 loss_bbox: 0.1686 loss_giou: 0.3188 loss_ce_0: 0.4761 loss_bbox_0: 0.2971 loss_giou_0: 0.4916 loss_ce_1: 0.3675 loss_bbox_1: 0.1989 loss_giou_1: 0.3599 loss_ce_2: 0.3007 loss_bbox_2: 0.1777 loss_giou_2: 0.331 loss_ce_3: 0.2529 loss_bbox_3: 0.1733 loss_giou_3: 0.3287 loss_ce_4: 0.245 loss_bbox_4: 0.17 loss_giou_4: 0.3189 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:02] d2.utils.events INFO: eta: 9:43:56 iter: 325539 total_loss: 5.058 loss_ce: 0.2252 loss_bbox: 0.1766 loss_giou: 0.3029 loss_ce_0: 0.4567 loss_bbox_0: 0.2984 loss_giou_0: 0.4637 loss_ce_1: 0.3521 loss_bbox_1: 0.2094 loss_giou_1: 0.3537 loss_ce_2: 0.2959 loss_bbox_2: 0.1871 loss_giou_2: 0.315 loss_ce_3: 0.2579 loss_bbox_3: 0.1785 loss_giou_3: 0.3104 loss_ce_4: 0.2291 loss_bbox_4: 0.1776 loss_giou_4: 0.3039 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:07] d2.utils.events INFO: eta: 9:43:49 iter: 325559 total_loss: 5.381 loss_ce: 0.2403 loss_bbox: 0.1668 loss_giou: 0.3316 loss_ce_0: 0.4784 loss_bbox_0: 0.2862 loss_giou_0: 0.5176 loss_ce_1: 0.364 loss_bbox_1: 0.2055 loss_giou_1: 0.3864 loss_ce_2: 0.3002 loss_bbox_2: 0.1822 loss_giou_2: 0.3529 loss_ce_3: 0.2591 loss_bbox_3: 0.1716 loss_giou_3: 0.3417 loss_ce_4: 0.2426 loss_bbox_4: 0.1647 loss_giou_4: 0.3346 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:13] d2.utils.events INFO: eta: 9:44:00 iter: 325579 total_loss: 5.119 loss_ce: 0.2548 loss_bbox: 0.1657 loss_giou: 0.3081 loss_ce_0: 0.4731 loss_bbox_0: 0.2935 loss_giou_0: 0.4837 loss_ce_1: 0.3677 loss_bbox_1: 0.2058 loss_giou_1: 0.3554 loss_ce_2: 0.3139 loss_bbox_2: 0.1825 loss_giou_2: 0.3209 loss_ce_3: 0.2725 loss_bbox_3: 0.1789 loss_giou_3: 0.3153 loss_ce_4: 0.2575 loss_bbox_4: 0.1712 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:19] d2.utils.events INFO: eta: 9:43:55 iter: 325599 total_loss: 5.792 loss_ce: 0.2682 loss_bbox: 0.1717 loss_giou: 0.3589 loss_ce_0: 0.4953 loss_bbox_0: 0.2889 loss_giou_0: 0.54 loss_ce_1: 0.388 loss_bbox_1: 0.2017 loss_giou_1: 0.4158 loss_ce_2: 0.3246 loss_bbox_2: 0.1839 loss_giou_2: 0.3759 loss_ce_3: 0.2782 loss_bbox_3: 0.1791 loss_giou_3: 0.3665 loss_ce_4: 0.2697 loss_bbox_4: 0.1734 loss_giou_4: 0.3612 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:24] d2.utils.events INFO: eta: 9:43:44 iter: 325619 total_loss: 5.17 loss_ce: 0.2386 loss_bbox: 0.1691 loss_giou: 0.3083 loss_ce_0: 0.4517 loss_bbox_0: 0.2848 loss_giou_0: 0.4807 loss_ce_1: 0.351 loss_bbox_1: 0.199 loss_giou_1: 0.3588 loss_ce_2: 0.298 loss_bbox_2: 0.1798 loss_giou_2: 0.3249 loss_ce_3: 0.2654 loss_bbox_3: 0.1745 loss_giou_3: 0.3184 loss_ce_4: 0.2404 loss_bbox_4: 0.1713 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:30] d2.utils.events INFO: eta: 9:43:25 iter: 325639 total_loss: 5.207 loss_ce: 0.2322 loss_bbox: 0.1639 loss_giou: 0.3231 loss_ce_0: 0.4611 loss_bbox_0: 0.2907 loss_giou_0: 0.4783 loss_ce_1: 0.35 loss_bbox_1: 0.1928 loss_giou_1: 0.3654 loss_ce_2: 0.2911 loss_bbox_2: 0.1769 loss_giou_2: 0.3376 loss_ce_3: 0.2576 loss_bbox_3: 0.1687 loss_giou_3: 0.3319 loss_ce_4: 0.2393 loss_bbox_4: 0.1656 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:36] d2.utils.events INFO: eta: 9:43:24 iter: 325659 total_loss: 5.315 loss_ce: 0.2556 loss_bbox: 0.1778 loss_giou: 0.3375 loss_ce_0: 0.4721 loss_bbox_0: 0.2981 loss_giou_0: 0.485 loss_ce_1: 0.3677 loss_bbox_1: 0.2121 loss_giou_1: 0.3661 loss_ce_2: 0.3068 loss_bbox_2: 0.1944 loss_giou_2: 0.35 loss_ce_3: 0.2739 loss_bbox_3: 0.1781 loss_giou_3: 0.3421 loss_ce_4: 0.2485 loss_bbox_4: 0.1793 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:42] d2.utils.events INFO: eta: 9:43:28 iter: 325679 total_loss: 5.474 loss_ce: 0.2539 loss_bbox: 0.161 loss_giou: 0.3523 loss_ce_0: 0.499 loss_bbox_0: 0.2914 loss_giou_0: 0.5303 loss_ce_1: 0.3582 loss_bbox_1: 0.2039 loss_giou_1: 0.4059 loss_ce_2: 0.3003 loss_bbox_2: 0.179 loss_giou_2: 0.369 loss_ce_3: 0.2815 loss_bbox_3: 0.169 loss_giou_3: 0.3611 loss_ce_4: 0.2586 loss_bbox_4: 0.1677 loss_giou_4: 0.356 time: 0.2799 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:47] d2.utils.events INFO: eta: 9:43:16 iter: 325699 total_loss: 5.511 loss_ce: 0.2658 loss_bbox: 0.1861 loss_giou: 0.3192 loss_ce_0: 0.4998 loss_bbox_0: 0.3032 loss_giou_0: 0.4972 loss_ce_1: 0.3996 loss_bbox_1: 0.2165 loss_giou_1: 0.3754 loss_ce_2: 0.3172 loss_bbox_2: 0.1944 loss_giou_2: 0.3466 loss_ce_3: 0.2896 loss_bbox_3: 0.1911 loss_giou_3: 0.3319 loss_ce_4: 0.277 loss_bbox_4: 0.1865 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:53] d2.utils.events INFO: eta: 9:43:07 iter: 325719 total_loss: 4.944 loss_ce: 0.2243 loss_bbox: 0.1635 loss_giou: 0.2973 loss_ce_0: 0.4563 loss_bbox_0: 0.282 loss_giou_0: 0.4677 loss_ce_1: 0.3467 loss_bbox_1: 0.1989 loss_giou_1: 0.3435 loss_ce_2: 0.281 loss_bbox_2: 0.1778 loss_giou_2: 0.3198 loss_ce_3: 0.2394 loss_bbox_3: 0.1702 loss_giou_3: 0.3043 loss_ce_4: 0.228 loss_bbox_4: 0.1651 loss_giou_4: 0.3009 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 15:47:59] d2.utils.events INFO: eta: 9:43:05 iter: 325739 total_loss: 5.125 loss_ce: 0.2365 loss_bbox: 0.1624 loss_giou: 0.312 loss_ce_0: 0.4611 loss_bbox_0: 0.2768 loss_giou_0: 0.4953 loss_ce_1: 0.3406 loss_bbox_1: 0.2005 loss_giou_1: 0.3616 loss_ce_2: 0.2792 loss_bbox_2: 0.1849 loss_giou_2: 0.3282 loss_ce_3: 0.2493 loss_bbox_3: 0.1716 loss_giou_3: 0.3256 loss_ce_4: 0.2357 loss_bbox_4: 0.1652 loss_giou_4: 0.3157 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:04] d2.utils.events INFO: eta: 9:43:08 iter: 325759 total_loss: 5.222 loss_ce: 0.2405 loss_bbox: 0.1712 loss_giou: 0.3291 loss_ce_0: 0.4426 loss_bbox_0: 0.2878 loss_giou_0: 0.4896 loss_ce_1: 0.334 loss_bbox_1: 0.2004 loss_giou_1: 0.365 loss_ce_2: 0.2838 loss_bbox_2: 0.1813 loss_giou_2: 0.3378 loss_ce_3: 0.2476 loss_bbox_3: 0.1769 loss_giou_3: 0.332 loss_ce_4: 0.2392 loss_bbox_4: 0.1728 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:10] d2.utils.events INFO: eta: 9:42:54 iter: 325779 total_loss: 5.031 loss_ce: 0.2234 loss_bbox: 0.1627 loss_giou: 0.3044 loss_ce_0: 0.4723 loss_bbox_0: 0.2877 loss_giou_0: 0.4664 loss_ce_1: 0.3661 loss_bbox_1: 0.1876 loss_giou_1: 0.3404 loss_ce_2: 0.2817 loss_bbox_2: 0.174 loss_giou_2: 0.3145 loss_ce_3: 0.246 loss_bbox_3: 0.1681 loss_giou_3: 0.308 loss_ce_4: 0.2276 loss_bbox_4: 0.1625 loss_giou_4: 0.3041 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:16] d2.utils.events INFO: eta: 9:42:43 iter: 325799 total_loss: 5.427 loss_ce: 0.2668 loss_bbox: 0.1731 loss_giou: 0.3358 loss_ce_0: 0.4954 loss_bbox_0: 0.2923 loss_giou_0: 0.5133 loss_ce_1: 0.3802 loss_bbox_1: 0.2001 loss_giou_1: 0.3825 loss_ce_2: 0.321 loss_bbox_2: 0.1855 loss_giou_2: 0.3542 loss_ce_3: 0.2865 loss_bbox_3: 0.1735 loss_giou_3: 0.3508 loss_ce_4: 0.2629 loss_bbox_4: 0.1697 loss_giou_4: 0.3429 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:21] d2.utils.events INFO: eta: 9:42:40 iter: 325819 total_loss: 5.324 loss_ce: 0.2613 loss_bbox: 0.1751 loss_giou: 0.329 loss_ce_0: 0.4709 loss_bbox_0: 0.2912 loss_giou_0: 0.5147 loss_ce_1: 0.3618 loss_bbox_1: 0.2061 loss_giou_1: 0.3682 loss_ce_2: 0.302 loss_bbox_2: 0.1908 loss_giou_2: 0.3477 loss_ce_3: 0.2691 loss_bbox_3: 0.1819 loss_giou_3: 0.3365 loss_ce_4: 0.2566 loss_bbox_4: 0.1771 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:27] d2.utils.events INFO: eta: 9:42:42 iter: 325839 total_loss: 5.603 loss_ce: 0.2667 loss_bbox: 0.1787 loss_giou: 0.3379 loss_ce_0: 0.494 loss_bbox_0: 0.2904 loss_giou_0: 0.5128 loss_ce_1: 0.3798 loss_bbox_1: 0.2059 loss_giou_1: 0.3841 loss_ce_2: 0.3166 loss_bbox_2: 0.1931 loss_giou_2: 0.3572 loss_ce_3: 0.2794 loss_bbox_3: 0.1889 loss_giou_3: 0.3494 loss_ce_4: 0.2749 loss_bbox_4: 0.1809 loss_giou_4: 0.3396 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:33] d2.utils.events INFO: eta: 9:42:37 iter: 325859 total_loss: 5.297 loss_ce: 0.2497 loss_bbox: 0.1669 loss_giou: 0.3204 loss_ce_0: 0.4816 loss_bbox_0: 0.3032 loss_giou_0: 0.4762 loss_ce_1: 0.361 loss_bbox_1: 0.2072 loss_giou_1: 0.3627 loss_ce_2: 0.307 loss_bbox_2: 0.1887 loss_giou_2: 0.3374 loss_ce_3: 0.262 loss_bbox_3: 0.1796 loss_giou_3: 0.3376 loss_ce_4: 0.25 loss_bbox_4: 0.1735 loss_giou_4: 0.3296 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:38] d2.utils.events INFO: eta: 9:42:45 iter: 325879 total_loss: 5.466 loss_ce: 0.2618 loss_bbox: 0.1816 loss_giou: 0.3294 loss_ce_0: 0.4665 loss_bbox_0: 0.299 loss_giou_0: 0.5171 loss_ce_1: 0.3674 loss_bbox_1: 0.2135 loss_giou_1: 0.3799 loss_ce_2: 0.3143 loss_bbox_2: 0.2033 loss_giou_2: 0.3438 loss_ce_3: 0.2706 loss_bbox_3: 0.1881 loss_giou_3: 0.3425 loss_ce_4: 0.2626 loss_bbox_4: 0.1816 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0187 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:44] d2.utils.events INFO: eta: 9:42:40 iter: 325899 total_loss: 5.465 loss_ce: 0.253 loss_bbox: 0.1878 loss_giou: 0.337 loss_ce_0: 0.4882 loss_bbox_0: 0.2961 loss_giou_0: 0.5181 loss_ce_1: 0.365 loss_bbox_1: 0.2165 loss_giou_1: 0.3907 loss_ce_2: 0.3142 loss_bbox_2: 0.2022 loss_giou_2: 0.3502 loss_ce_3: 0.2733 loss_bbox_3: 0.1907 loss_giou_3: 0.3402 loss_ce_4: 0.262 loss_bbox_4: 0.1881 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:50] d2.utils.events INFO: eta: 9:42:27 iter: 325919 total_loss: 5.419 loss_ce: 0.2623 loss_bbox: 0.1654 loss_giou: 0.3085 loss_ce_0: 0.4897 loss_bbox_0: 0.3004 loss_giou_0: 0.4889 loss_ce_1: 0.3796 loss_bbox_1: 0.1975 loss_giou_1: 0.3559 loss_ce_2: 0.3192 loss_bbox_2: 0.185 loss_giou_2: 0.3344 loss_ce_3: 0.2881 loss_bbox_3: 0.1789 loss_giou_3: 0.3233 loss_ce_4: 0.2642 loss_bbox_4: 0.1695 loss_giou_4: 0.3121 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 15:48:56] d2.utils.events INFO: eta: 9:42:35 iter: 325939 total_loss: 5.207 loss_ce: 0.2408 loss_bbox: 0.1799 loss_giou: 0.3191 loss_ce_0: 0.4688 loss_bbox_0: 0.2907 loss_giou_0: 0.4886 loss_ce_1: 0.3511 loss_bbox_1: 0.2037 loss_giou_1: 0.3753 loss_ce_2: 0.2812 loss_bbox_2: 0.1944 loss_giou_2: 0.3475 loss_ce_3: 0.2505 loss_bbox_3: 0.1877 loss_giou_3: 0.3374 loss_ce_4: 0.2471 loss_bbox_4: 0.18 loss_giou_4: 0.324 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:01] d2.utils.events INFO: eta: 9:42:29 iter: 325959 total_loss: 5.414 loss_ce: 0.2441 loss_bbox: 0.175 loss_giou: 0.3255 loss_ce_0: 0.475 loss_bbox_0: 0.3059 loss_giou_0: 0.5165 loss_ce_1: 0.3663 loss_bbox_1: 0.2098 loss_giou_1: 0.3791 loss_ce_2: 0.3064 loss_bbox_2: 0.1901 loss_giou_2: 0.3518 loss_ce_3: 0.2727 loss_bbox_3: 0.1843 loss_giou_3: 0.3346 loss_ce_4: 0.2474 loss_bbox_4: 0.1774 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:07] d2.utils.events INFO: eta: 9:42:21 iter: 325979 total_loss: 5.193 loss_ce: 0.2273 loss_bbox: 0.1648 loss_giou: 0.324 loss_ce_0: 0.4577 loss_bbox_0: 0.2771 loss_giou_0: 0.4898 loss_ce_1: 0.3327 loss_bbox_1: 0.2082 loss_giou_1: 0.3635 loss_ce_2: 0.2812 loss_bbox_2: 0.1882 loss_giou_2: 0.3359 loss_ce_3: 0.2521 loss_bbox_3: 0.1764 loss_giou_3: 0.3254 loss_ce_4: 0.2324 loss_bbox_4: 0.1654 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:12] d2.utils.events INFO: eta: 9:42:15 iter: 325999 total_loss: 5.367 loss_ce: 0.2591 loss_bbox: 0.1777 loss_giou: 0.3329 loss_ce_0: 0.4714 loss_bbox_0: 0.2906 loss_giou_0: 0.5151 loss_ce_1: 0.3633 loss_bbox_1: 0.2077 loss_giou_1: 0.3814 loss_ce_2: 0.3086 loss_bbox_2: 0.1898 loss_giou_2: 0.351 loss_ce_3: 0.264 loss_bbox_3: 0.183 loss_giou_3: 0.3446 loss_ce_4: 0.2623 loss_bbox_4: 0.1761 loss_giou_4: 0.3383 time: 0.2799 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:18] d2.utils.events INFO: eta: 9:42:34 iter: 326019 total_loss: 5.517 loss_ce: 0.2591 loss_bbox: 0.1636 loss_giou: 0.3363 loss_ce_0: 0.4728 loss_bbox_0: 0.2888 loss_giou_0: 0.5194 loss_ce_1: 0.3684 loss_bbox_1: 0.1959 loss_giou_1: 0.3939 loss_ce_2: 0.3119 loss_bbox_2: 0.1831 loss_giou_2: 0.3609 loss_ce_3: 0.274 loss_bbox_3: 0.1747 loss_giou_3: 0.3492 loss_ce_4: 0.2608 loss_bbox_4: 0.1668 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:24] d2.utils.events INFO: eta: 9:42:31 iter: 326039 total_loss: 5.658 loss_ce: 0.2679 loss_bbox: 0.1658 loss_giou: 0.3085 loss_ce_0: 0.494 loss_bbox_0: 0.2952 loss_giou_0: 0.4923 loss_ce_1: 0.3889 loss_bbox_1: 0.2083 loss_giou_1: 0.3669 loss_ce_2: 0.3234 loss_bbox_2: 0.1818 loss_giou_2: 0.3316 loss_ce_3: 0.2902 loss_bbox_3: 0.1734 loss_giou_3: 0.3212 loss_ce_4: 0.2763 loss_bbox_4: 0.172 loss_giou_4: 0.3114 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:30] d2.utils.events INFO: eta: 9:42:23 iter: 326059 total_loss: 5.475 loss_ce: 0.294 loss_bbox: 0.1836 loss_giou: 0.3266 loss_ce_0: 0.4902 loss_bbox_0: 0.3102 loss_giou_0: 0.5054 loss_ce_1: 0.3856 loss_bbox_1: 0.2139 loss_giou_1: 0.3696 loss_ce_2: 0.3371 loss_bbox_2: 0.1929 loss_giou_2: 0.341 loss_ce_3: 0.3008 loss_bbox_3: 0.1912 loss_giou_3: 0.3328 loss_ce_4: 0.2939 loss_bbox_4: 0.1837 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:35] d2.utils.events INFO: eta: 9:42:12 iter: 326079 total_loss: 5.395 loss_ce: 0.244 loss_bbox: 0.1751 loss_giou: 0.336 loss_ce_0: 0.471 loss_bbox_0: 0.2904 loss_giou_0: 0.5021 loss_ce_1: 0.3559 loss_bbox_1: 0.2077 loss_giou_1: 0.3799 loss_ce_2: 0.2998 loss_bbox_2: 0.1881 loss_giou_2: 0.3536 loss_ce_3: 0.2614 loss_bbox_3: 0.1804 loss_giou_3: 0.3426 loss_ce_4: 0.2469 loss_bbox_4: 0.1771 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:41] d2.utils.events INFO: eta: 9:42:12 iter: 326099 total_loss: 5.358 loss_ce: 0.2634 loss_bbox: 0.1716 loss_giou: 0.3376 loss_ce_0: 0.4875 loss_bbox_0: 0.2933 loss_giou_0: 0.5327 loss_ce_1: 0.3742 loss_bbox_1: 0.2099 loss_giou_1: 0.3951 loss_ce_2: 0.3069 loss_bbox_2: 0.1848 loss_giou_2: 0.3595 loss_ce_3: 0.2733 loss_bbox_3: 0.1812 loss_giou_3: 0.3463 loss_ce_4: 0.2589 loss_bbox_4: 0.176 loss_giou_4: 0.3362 time: 0.2799 data_time: 0.0187 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:47] d2.utils.events INFO: eta: 9:41:47 iter: 326119 total_loss: 5.545 loss_ce: 0.2789 loss_bbox: 0.1987 loss_giou: 0.3353 loss_ce_0: 0.4946 loss_bbox_0: 0.3063 loss_giou_0: 0.5225 loss_ce_1: 0.3851 loss_bbox_1: 0.2226 loss_giou_1: 0.3829 loss_ce_2: 0.32 loss_bbox_2: 0.2005 loss_giou_2: 0.3524 loss_ce_3: 0.2856 loss_bbox_3: 0.196 loss_giou_3: 0.3409 loss_ce_4: 0.2803 loss_bbox_4: 0.1957 loss_giou_4: 0.3387 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:52] d2.utils.events INFO: eta: 9:42:07 iter: 326139 total_loss: 5.304 loss_ce: 0.2574 loss_bbox: 0.1593 loss_giou: 0.3064 loss_ce_0: 0.4662 loss_bbox_0: 0.293 loss_giou_0: 0.503 loss_ce_1: 0.3651 loss_bbox_1: 0.2015 loss_giou_1: 0.3587 loss_ce_2: 0.3017 loss_bbox_2: 0.1759 loss_giou_2: 0.3329 loss_ce_3: 0.2835 loss_bbox_3: 0.169 loss_giou_3: 0.3154 loss_ce_4: 0.2633 loss_bbox_4: 0.1598 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 15:49:58] d2.utils.events INFO: eta: 9:42:11 iter: 326159 total_loss: 5.206 loss_ce: 0.2533 loss_bbox: 0.1692 loss_giou: 0.3041 loss_ce_0: 0.4839 loss_bbox_0: 0.2901 loss_giou_0: 0.502 loss_ce_1: 0.3756 loss_bbox_1: 0.1994 loss_giou_1: 0.3517 loss_ce_2: 0.3043 loss_bbox_2: 0.1813 loss_giou_2: 0.3256 loss_ce_3: 0.268 loss_bbox_3: 0.1772 loss_giou_3: 0.3138 loss_ce_4: 0.2547 loss_bbox_4: 0.1721 loss_giou_4: 0.3099 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:04] d2.utils.events INFO: eta: 9:42:08 iter: 326179 total_loss: 5.736 loss_ce: 0.3046 loss_bbox: 0.1719 loss_giou: 0.3417 loss_ce_0: 0.507 loss_bbox_0: 0.3059 loss_giou_0: 0.5323 loss_ce_1: 0.3966 loss_bbox_1: 0.2039 loss_giou_1: 0.3884 loss_ce_2: 0.357 loss_bbox_2: 0.1869 loss_giou_2: 0.3642 loss_ce_3: 0.3196 loss_bbox_3: 0.181 loss_giou_3: 0.3455 loss_ce_4: 0.303 loss_bbox_4: 0.1781 loss_giou_4: 0.3424 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:10] d2.utils.events INFO: eta: 9:42:02 iter: 326199 total_loss: 5.141 loss_ce: 0.2441 loss_bbox: 0.158 loss_giou: 0.3149 loss_ce_0: 0.4772 loss_bbox_0: 0.2885 loss_giou_0: 0.4858 loss_ce_1: 0.3583 loss_bbox_1: 0.1941 loss_giou_1: 0.3552 loss_ce_2: 0.2914 loss_bbox_2: 0.1772 loss_giou_2: 0.3319 loss_ce_3: 0.2583 loss_bbox_3: 0.1655 loss_giou_3: 0.3232 loss_ce_4: 0.2419 loss_bbox_4: 0.1667 loss_giou_4: 0.3211 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:15] d2.utils.events INFO: eta: 9:42:01 iter: 326219 total_loss: 5.527 loss_ce: 0.2523 loss_bbox: 0.171 loss_giou: 0.3421 loss_ce_0: 0.483 loss_bbox_0: 0.2824 loss_giou_0: 0.5259 loss_ce_1: 0.359 loss_bbox_1: 0.1996 loss_giou_1: 0.3888 loss_ce_2: 0.3103 loss_bbox_2: 0.1897 loss_giou_2: 0.358 loss_ce_3: 0.2724 loss_bbox_3: 0.1818 loss_giou_3: 0.3459 loss_ce_4: 0.2569 loss_bbox_4: 0.1688 loss_giou_4: 0.3459 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:21] d2.utils.events INFO: eta: 9:42:00 iter: 326239 total_loss: 5.12 loss_ce: 0.2494 loss_bbox: 0.1596 loss_giou: 0.3087 loss_ce_0: 0.4736 loss_bbox_0: 0.2793 loss_giou_0: 0.4929 loss_ce_1: 0.3571 loss_bbox_1: 0.19 loss_giou_1: 0.3504 loss_ce_2: 0.2939 loss_bbox_2: 0.1737 loss_giou_2: 0.331 loss_ce_3: 0.256 loss_bbox_3: 0.1683 loss_giou_3: 0.3197 loss_ce_4: 0.2402 loss_bbox_4: 0.1624 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:27] d2.utils.events INFO: eta: 9:41:55 iter: 326259 total_loss: 5.389 loss_ce: 0.262 loss_bbox: 0.1752 loss_giou: 0.3359 loss_ce_0: 0.4693 loss_bbox_0: 0.2899 loss_giou_0: 0.5059 loss_ce_1: 0.3788 loss_bbox_1: 0.2068 loss_giou_1: 0.3779 loss_ce_2: 0.3225 loss_bbox_2: 0.1835 loss_giou_2: 0.3531 loss_ce_3: 0.275 loss_bbox_3: 0.177 loss_giou_3: 0.3454 loss_ce_4: 0.2676 loss_bbox_4: 0.178 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:32] d2.utils.events INFO: eta: 9:41:56 iter: 326279 total_loss: 5.439 loss_ce: 0.2599 loss_bbox: 0.1667 loss_giou: 0.3361 loss_ce_0: 0.4881 loss_bbox_0: 0.3009 loss_giou_0: 0.5196 loss_ce_1: 0.3794 loss_bbox_1: 0.1918 loss_giou_1: 0.3831 loss_ce_2: 0.3099 loss_bbox_2: 0.1814 loss_giou_2: 0.3541 loss_ce_3: 0.2693 loss_bbox_3: 0.1768 loss_giou_3: 0.346 loss_ce_4: 0.2628 loss_bbox_4: 0.1688 loss_giou_4: 0.339 time: 0.2799 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:38] d2.utils.events INFO: eta: 9:41:56 iter: 326299 total_loss: 5.224 loss_ce: 0.2618 loss_bbox: 0.1633 loss_giou: 0.3 loss_ce_0: 0.4719 loss_bbox_0: 0.2984 loss_giou_0: 0.4751 loss_ce_1: 0.3592 loss_bbox_1: 0.2001 loss_giou_1: 0.3464 loss_ce_2: 0.3214 loss_bbox_2: 0.1786 loss_giou_2: 0.317 loss_ce_3: 0.2768 loss_bbox_3: 0.1756 loss_giou_3: 0.311 loss_ce_4: 0.2672 loss_bbox_4: 0.1693 loss_giou_4: 0.3032 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:44] d2.utils.events INFO: eta: 9:41:45 iter: 326319 total_loss: 5.14 loss_ce: 0.2483 loss_bbox: 0.1695 loss_giou: 0.319 loss_ce_0: 0.4714 loss_bbox_0: 0.2982 loss_giou_0: 0.4836 loss_ce_1: 0.3529 loss_bbox_1: 0.2012 loss_giou_1: 0.3605 loss_ce_2: 0.3016 loss_bbox_2: 0.1793 loss_giou_2: 0.3366 loss_ce_3: 0.2693 loss_bbox_3: 0.171 loss_giou_3: 0.3261 loss_ce_4: 0.2564 loss_bbox_4: 0.1728 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:49] d2.utils.events INFO: eta: 9:41:45 iter: 326339 total_loss: 5.106 loss_ce: 0.2523 loss_bbox: 0.1618 loss_giou: 0.2872 loss_ce_0: 0.4719 loss_bbox_0: 0.2938 loss_giou_0: 0.4618 loss_ce_1: 0.3561 loss_bbox_1: 0.2045 loss_giou_1: 0.3308 loss_ce_2: 0.2944 loss_bbox_2: 0.1794 loss_giou_2: 0.3096 loss_ce_3: 0.2622 loss_bbox_3: 0.1691 loss_giou_3: 0.3001 loss_ce_4: 0.2594 loss_bbox_4: 0.1644 loss_giou_4: 0.2915 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:50:55] d2.utils.events INFO: eta: 9:41:39 iter: 326359 total_loss: 5.555 loss_ce: 0.268 loss_bbox: 0.1697 loss_giou: 0.3269 loss_ce_0: 0.4909 loss_bbox_0: 0.2985 loss_giou_0: 0.5259 loss_ce_1: 0.3817 loss_bbox_1: 0.2096 loss_giou_1: 0.3831 loss_ce_2: 0.3299 loss_bbox_2: 0.1888 loss_giou_2: 0.3486 loss_ce_3: 0.2924 loss_bbox_3: 0.1764 loss_giou_3: 0.3368 loss_ce_4: 0.2718 loss_bbox_4: 0.1716 loss_giou_4: 0.3276 time: 0.2799 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:01] d2.utils.events INFO: eta: 9:41:35 iter: 326379 total_loss: 5.499 loss_ce: 0.2673 loss_bbox: 0.1706 loss_giou: 0.3463 loss_ce_0: 0.4986 loss_bbox_0: 0.2821 loss_giou_0: 0.5341 loss_ce_1: 0.3825 loss_bbox_1: 0.2064 loss_giou_1: 0.3952 loss_ce_2: 0.3189 loss_bbox_2: 0.1869 loss_giou_2: 0.3754 loss_ce_3: 0.2839 loss_bbox_3: 0.1786 loss_giou_3: 0.3613 loss_ce_4: 0.2671 loss_bbox_4: 0.1723 loss_giou_4: 0.3506 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:06] d2.utils.events INFO: eta: 9:41:29 iter: 326399 total_loss: 5.188 loss_ce: 0.2533 loss_bbox: 0.1626 loss_giou: 0.3141 loss_ce_0: 0.4825 loss_bbox_0: 0.2978 loss_giou_0: 0.4849 loss_ce_1: 0.3568 loss_bbox_1: 0.2009 loss_giou_1: 0.3619 loss_ce_2: 0.2992 loss_bbox_2: 0.1738 loss_giou_2: 0.3356 loss_ce_3: 0.2712 loss_bbox_3: 0.172 loss_giou_3: 0.3213 loss_ce_4: 0.2505 loss_bbox_4: 0.1639 loss_giou_4: 0.3192 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:12] d2.utils.events INFO: eta: 9:41:22 iter: 326419 total_loss: 5.119 loss_ce: 0.2522 loss_bbox: 0.168 loss_giou: 0.3187 loss_ce_0: 0.4703 loss_bbox_0: 0.293 loss_giou_0: 0.4867 loss_ce_1: 0.3501 loss_bbox_1: 0.1904 loss_giou_1: 0.3551 loss_ce_2: 0.2985 loss_bbox_2: 0.1798 loss_giou_2: 0.328 loss_ce_3: 0.2603 loss_bbox_3: 0.1752 loss_giou_3: 0.3261 loss_ce_4: 0.2562 loss_bbox_4: 0.1695 loss_giou_4: 0.3209 time: 0.2799 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:18] d2.utils.events INFO: eta: 9:41:31 iter: 326439 total_loss: 5.461 loss_ce: 0.2526 loss_bbox: 0.1628 loss_giou: 0.3313 loss_ce_0: 0.4786 loss_bbox_0: 0.2937 loss_giou_0: 0.5355 loss_ce_1: 0.3597 loss_bbox_1: 0.2008 loss_giou_1: 0.3873 loss_ce_2: 0.3068 loss_bbox_2: 0.1805 loss_giou_2: 0.3485 loss_ce_3: 0.2729 loss_bbox_3: 0.1735 loss_giou_3: 0.3378 loss_ce_4: 0.263 loss_bbox_4: 0.1665 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:24] d2.utils.events INFO: eta: 9:41:00 iter: 326459 total_loss: 5.443 loss_ce: 0.2661 loss_bbox: 0.1611 loss_giou: 0.3297 loss_ce_0: 0.4751 loss_bbox_0: 0.2828 loss_giou_0: 0.5052 loss_ce_1: 0.381 loss_bbox_1: 0.1962 loss_giou_1: 0.3786 loss_ce_2: 0.322 loss_bbox_2: 0.1743 loss_giou_2: 0.3376 loss_ce_3: 0.2845 loss_bbox_3: 0.1715 loss_giou_3: 0.3397 loss_ce_4: 0.2766 loss_bbox_4: 0.1634 loss_giou_4: 0.3341 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:29] d2.utils.events INFO: eta: 9:41:05 iter: 326479 total_loss: 5.287 loss_ce: 0.248 loss_bbox: 0.1705 loss_giou: 0.3335 loss_ce_0: 0.4685 loss_bbox_0: 0.2915 loss_giou_0: 0.4969 loss_ce_1: 0.3519 loss_bbox_1: 0.1997 loss_giou_1: 0.3725 loss_ce_2: 0.2847 loss_bbox_2: 0.1862 loss_giou_2: 0.3493 loss_ce_3: 0.2553 loss_bbox_3: 0.1796 loss_giou_3: 0.3485 loss_ce_4: 0.2468 loss_bbox_4: 0.1739 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:35] d2.utils.events INFO: eta: 9:40:54 iter: 326499 total_loss: 5.282 loss_ce: 0.2487 loss_bbox: 0.1677 loss_giou: 0.3215 loss_ce_0: 0.4758 loss_bbox_0: 0.2927 loss_giou_0: 0.5043 loss_ce_1: 0.3702 loss_bbox_1: 0.2004 loss_giou_1: 0.3625 loss_ce_2: 0.3059 loss_bbox_2: 0.1797 loss_giou_2: 0.3393 loss_ce_3: 0.2605 loss_bbox_3: 0.1761 loss_giou_3: 0.3287 loss_ce_4: 0.2479 loss_bbox_4: 0.1726 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:41] d2.utils.events INFO: eta: 9:40:56 iter: 326519 total_loss: 5.431 loss_ce: 0.2534 loss_bbox: 0.1636 loss_giou: 0.3306 loss_ce_0: 0.462 loss_bbox_0: 0.2824 loss_giou_0: 0.5036 loss_ce_1: 0.3657 loss_bbox_1: 0.1965 loss_giou_1: 0.3726 loss_ce_2: 0.2985 loss_bbox_2: 0.1848 loss_giou_2: 0.3486 loss_ce_3: 0.2664 loss_bbox_3: 0.1776 loss_giou_3: 0.3366 loss_ce_4: 0.2519 loss_bbox_4: 0.1706 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:47] d2.utils.events INFO: eta: 9:41:03 iter: 326539 total_loss: 5.518 loss_ce: 0.2521 loss_bbox: 0.1779 loss_giou: 0.3444 loss_ce_0: 0.4867 loss_bbox_0: 0.2963 loss_giou_0: 0.5472 loss_ce_1: 0.3712 loss_bbox_1: 0.2118 loss_giou_1: 0.3998 loss_ce_2: 0.3058 loss_bbox_2: 0.1922 loss_giou_2: 0.3631 loss_ce_3: 0.2737 loss_bbox_3: 0.1856 loss_giou_3: 0.3553 loss_ce_4: 0.2478 loss_bbox_4: 0.1778 loss_giou_4: 0.3489 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:52] d2.utils.events INFO: eta: 9:41:08 iter: 326559 total_loss: 5.688 loss_ce: 0.2744 loss_bbox: 0.1736 loss_giou: 0.3542 loss_ce_0: 0.4856 loss_bbox_0: 0.3065 loss_giou_0: 0.5276 loss_ce_1: 0.3789 loss_bbox_1: 0.2098 loss_giou_1: 0.393 loss_ce_2: 0.3208 loss_bbox_2: 0.1942 loss_giou_2: 0.3716 loss_ce_3: 0.2876 loss_bbox_3: 0.186 loss_giou_3: 0.3583 loss_ce_4: 0.2713 loss_bbox_4: 0.1769 loss_giou_4: 0.354 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 15:51:58] d2.utils.events INFO: eta: 9:40:51 iter: 326579 total_loss: 5.348 loss_ce: 0.2552 loss_bbox: 0.1687 loss_giou: 0.3182 loss_ce_0: 0.469 loss_bbox_0: 0.2988 loss_giou_0: 0.5263 loss_ce_1: 0.3731 loss_bbox_1: 0.2088 loss_giou_1: 0.3818 loss_ce_2: 0.3037 loss_bbox_2: 0.1815 loss_giou_2: 0.3512 loss_ce_3: 0.2722 loss_bbox_3: 0.1715 loss_giou_3: 0.337 loss_ce_4: 0.2609 loss_bbox_4: 0.1709 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:04] d2.utils.events INFO: eta: 9:40:45 iter: 326599 total_loss: 5.038 loss_ce: 0.2456 loss_bbox: 0.177 loss_giou: 0.312 loss_ce_0: 0.4588 loss_bbox_0: 0.2774 loss_giou_0: 0.4696 loss_ce_1: 0.3619 loss_bbox_1: 0.1978 loss_giou_1: 0.3573 loss_ce_2: 0.2927 loss_bbox_2: 0.1847 loss_giou_2: 0.3238 loss_ce_3: 0.2543 loss_bbox_3: 0.181 loss_giou_3: 0.3175 loss_ce_4: 0.2449 loss_bbox_4: 0.1753 loss_giou_4: 0.3139 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:09] d2.utils.events INFO: eta: 9:40:32 iter: 326619 total_loss: 5.372 loss_ce: 0.2609 loss_bbox: 0.1758 loss_giou: 0.3272 loss_ce_0: 0.4803 loss_bbox_0: 0.3111 loss_giou_0: 0.506 loss_ce_1: 0.3731 loss_bbox_1: 0.2079 loss_giou_1: 0.3794 loss_ce_2: 0.3062 loss_bbox_2: 0.1912 loss_giou_2: 0.3517 loss_ce_3: 0.2812 loss_bbox_3: 0.1803 loss_giou_3: 0.338 loss_ce_4: 0.2608 loss_bbox_4: 0.1788 loss_giou_4: 0.3336 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:15] d2.utils.events INFO: eta: 9:40:30 iter: 326639 total_loss: 5.147 loss_ce: 0.2259 loss_bbox: 0.1722 loss_giou: 0.3126 loss_ce_0: 0.4622 loss_bbox_0: 0.2808 loss_giou_0: 0.4741 loss_ce_1: 0.3418 loss_bbox_1: 0.1961 loss_giou_1: 0.353 loss_ce_2: 0.2863 loss_bbox_2: 0.1897 loss_giou_2: 0.3225 loss_ce_3: 0.2484 loss_bbox_3: 0.1822 loss_giou_3: 0.3209 loss_ce_4: 0.2279 loss_bbox_4: 0.1766 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:21] d2.utils.events INFO: eta: 9:40:18 iter: 326659 total_loss: 5.326 loss_ce: 0.2535 loss_bbox: 0.1606 loss_giou: 0.3034 loss_ce_0: 0.4801 loss_bbox_0: 0.2807 loss_giou_0: 0.4991 loss_ce_1: 0.3683 loss_bbox_1: 0.1892 loss_giou_1: 0.3526 loss_ce_2: 0.2985 loss_bbox_2: 0.1684 loss_giou_2: 0.3218 loss_ce_3: 0.2718 loss_bbox_3: 0.1666 loss_giou_3: 0.317 loss_ce_4: 0.2573 loss_bbox_4: 0.1616 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0164 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:26] d2.utils.events INFO: eta: 9:40:07 iter: 326679 total_loss: 5.134 loss_ce: 0.252 loss_bbox: 0.1702 loss_giou: 0.3086 loss_ce_0: 0.4766 loss_bbox_0: 0.2843 loss_giou_0: 0.4825 loss_ce_1: 0.3566 loss_bbox_1: 0.2011 loss_giou_1: 0.3469 loss_ce_2: 0.2914 loss_bbox_2: 0.1814 loss_giou_2: 0.3228 loss_ce_3: 0.2606 loss_bbox_3: 0.1763 loss_giou_3: 0.3152 loss_ce_4: 0.2407 loss_bbox_4: 0.1722 loss_giou_4: 0.3105 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:32] d2.utils.events INFO: eta: 9:40:04 iter: 326699 total_loss: 5.22 loss_ce: 0.2359 loss_bbox: 0.1525 loss_giou: 0.3269 loss_ce_0: 0.4736 loss_bbox_0: 0.2848 loss_giou_0: 0.5117 loss_ce_1: 0.3601 loss_bbox_1: 0.1845 loss_giou_1: 0.3714 loss_ce_2: 0.2922 loss_bbox_2: 0.1637 loss_giou_2: 0.3468 loss_ce_3: 0.2579 loss_bbox_3: 0.1599 loss_giou_3: 0.3416 loss_ce_4: 0.242 loss_bbox_4: 0.157 loss_giou_4: 0.3324 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:38] d2.utils.events INFO: eta: 9:39:59 iter: 326719 total_loss: 5.213 loss_ce: 0.2523 loss_bbox: 0.1719 loss_giou: 0.308 loss_ce_0: 0.4756 loss_bbox_0: 0.3036 loss_giou_0: 0.4629 loss_ce_1: 0.3709 loss_bbox_1: 0.2116 loss_giou_1: 0.3437 loss_ce_2: 0.3024 loss_bbox_2: 0.1896 loss_giou_2: 0.3228 loss_ce_3: 0.2798 loss_bbox_3: 0.1843 loss_giou_3: 0.3189 loss_ce_4: 0.2649 loss_bbox_4: 0.1769 loss_giou_4: 0.3074 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:43] d2.utils.events INFO: eta: 9:39:55 iter: 326739 total_loss: 5.501 loss_ce: 0.258 loss_bbox: 0.1691 loss_giou: 0.3387 loss_ce_0: 0.4713 loss_bbox_0: 0.287 loss_giou_0: 0.51 loss_ce_1: 0.362 loss_bbox_1: 0.2005 loss_giou_1: 0.3805 loss_ce_2: 0.3062 loss_bbox_2: 0.184 loss_giou_2: 0.3666 loss_ce_3: 0.2687 loss_bbox_3: 0.1734 loss_giou_3: 0.3497 loss_ce_4: 0.2505 loss_bbox_4: 0.171 loss_giou_4: 0.3401 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:49] d2.utils.events INFO: eta: 9:39:47 iter: 326759 total_loss: 5.059 loss_ce: 0.2264 loss_bbox: 0.1609 loss_giou: 0.3187 loss_ce_0: 0.4496 loss_bbox_0: 0.2834 loss_giou_0: 0.491 loss_ce_1: 0.3475 loss_bbox_1: 0.1949 loss_giou_1: 0.354 loss_ce_2: 0.2847 loss_bbox_2: 0.1777 loss_giou_2: 0.3315 loss_ce_3: 0.2643 loss_bbox_3: 0.167 loss_giou_3: 0.3236 loss_ce_4: 0.2334 loss_bbox_4: 0.1666 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 15:52:55] d2.utils.events INFO: eta: 9:39:46 iter: 326779 total_loss: 5.281 loss_ce: 0.2465 loss_bbox: 0.1752 loss_giou: 0.3224 loss_ce_0: 0.4945 loss_bbox_0: 0.295 loss_giou_0: 0.4998 loss_ce_1: 0.3762 loss_bbox_1: 0.2094 loss_giou_1: 0.3761 loss_ce_2: 0.3028 loss_bbox_2: 0.1894 loss_giou_2: 0.3394 loss_ce_3: 0.2567 loss_bbox_3: 0.18 loss_giou_3: 0.3274 loss_ce_4: 0.2497 loss_bbox_4: 0.1776 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:01] d2.utils.events INFO: eta: 9:39:40 iter: 326799 total_loss: 5.29 loss_ce: 0.261 loss_bbox: 0.1764 loss_giou: 0.3259 loss_ce_0: 0.4856 loss_bbox_0: 0.3011 loss_giou_0: 0.4974 loss_ce_1: 0.3885 loss_bbox_1: 0.2061 loss_giou_1: 0.3707 loss_ce_2: 0.3272 loss_bbox_2: 0.1876 loss_giou_2: 0.3404 loss_ce_3: 0.2809 loss_bbox_3: 0.183 loss_giou_3: 0.328 loss_ce_4: 0.2564 loss_bbox_4: 0.1817 loss_giou_4: 0.3281 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:06] d2.utils.events INFO: eta: 9:39:35 iter: 326819 total_loss: 5.281 loss_ce: 0.2507 loss_bbox: 0.1637 loss_giou: 0.3148 loss_ce_0: 0.4772 loss_bbox_0: 0.2887 loss_giou_0: 0.4979 loss_ce_1: 0.3545 loss_bbox_1: 0.202 loss_giou_1: 0.364 loss_ce_2: 0.2972 loss_bbox_2: 0.1796 loss_giou_2: 0.3238 loss_ce_3: 0.2783 loss_bbox_3: 0.1735 loss_giou_3: 0.3203 loss_ce_4: 0.2507 loss_bbox_4: 0.1678 loss_giou_4: 0.3099 time: 0.2799 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:12] d2.utils.events INFO: eta: 9:39:31 iter: 326839 total_loss: 5.272 loss_ce: 0.2485 loss_bbox: 0.1663 loss_giou: 0.328 loss_ce_0: 0.4718 loss_bbox_0: 0.2989 loss_giou_0: 0.4941 loss_ce_1: 0.3672 loss_bbox_1: 0.2108 loss_giou_1: 0.3749 loss_ce_2: 0.3086 loss_bbox_2: 0.1809 loss_giou_2: 0.3445 loss_ce_3: 0.2742 loss_bbox_3: 0.1752 loss_giou_3: 0.3331 loss_ce_4: 0.2537 loss_bbox_4: 0.1717 loss_giou_4: 0.3309 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:18] d2.utils.events INFO: eta: 9:39:28 iter: 326859 total_loss: 5.379 loss_ce: 0.2628 loss_bbox: 0.1763 loss_giou: 0.3161 loss_ce_0: 0.4663 loss_bbox_0: 0.291 loss_giou_0: 0.4885 loss_ce_1: 0.3694 loss_bbox_1: 0.2081 loss_giou_1: 0.3593 loss_ce_2: 0.3048 loss_bbox_2: 0.1857 loss_giou_2: 0.3344 loss_ce_3: 0.2671 loss_bbox_3: 0.1839 loss_giou_3: 0.3174 loss_ce_4: 0.2577 loss_bbox_4: 0.1786 loss_giou_4: 0.3194 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:23] d2.utils.events INFO: eta: 9:39:14 iter: 326879 total_loss: 4.959 loss_ce: 0.2408 loss_bbox: 0.1551 loss_giou: 0.3006 loss_ce_0: 0.4614 loss_bbox_0: 0.2677 loss_giou_0: 0.4645 loss_ce_1: 0.3542 loss_bbox_1: 0.1806 loss_giou_1: 0.3503 loss_ce_2: 0.2904 loss_bbox_2: 0.166 loss_giou_2: 0.3265 loss_ce_3: 0.2552 loss_bbox_3: 0.1589 loss_giou_3: 0.306 loss_ce_4: 0.2438 loss_bbox_4: 0.1572 loss_giou_4: 0.3038 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:29] d2.utils.events INFO: eta: 9:39:09 iter: 326899 total_loss: 5.302 loss_ce: 0.2433 loss_bbox: 0.1773 loss_giou: 0.3192 loss_ce_0: 0.4945 loss_bbox_0: 0.294 loss_giou_0: 0.5116 loss_ce_1: 0.3848 loss_bbox_1: 0.2009 loss_giou_1: 0.3632 loss_ce_2: 0.3118 loss_bbox_2: 0.1873 loss_giou_2: 0.3338 loss_ce_3: 0.2693 loss_bbox_3: 0.1789 loss_giou_3: 0.3253 loss_ce_4: 0.2492 loss_bbox_4: 0.1738 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:35] d2.utils.events INFO: eta: 9:39:02 iter: 326919 total_loss: 5.171 loss_ce: 0.2467 loss_bbox: 0.1637 loss_giou: 0.3084 loss_ce_0: 0.4707 loss_bbox_0: 0.2851 loss_giou_0: 0.4982 loss_ce_1: 0.3628 loss_bbox_1: 0.1986 loss_giou_1: 0.3555 loss_ce_2: 0.281 loss_bbox_2: 0.1788 loss_giou_2: 0.3244 loss_ce_3: 0.2532 loss_bbox_3: 0.1715 loss_giou_3: 0.3177 loss_ce_4: 0.25 loss_bbox_4: 0.1637 loss_giou_4: 0.3081 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:40] d2.utils.events INFO: eta: 9:38:52 iter: 326939 total_loss: 5.255 loss_ce: 0.248 loss_bbox: 0.1711 loss_giou: 0.296 loss_ce_0: 0.4969 loss_bbox_0: 0.2935 loss_giou_0: 0.462 loss_ce_1: 0.363 loss_bbox_1: 0.2037 loss_giou_1: 0.3495 loss_ce_2: 0.3057 loss_bbox_2: 0.1866 loss_giou_2: 0.3257 loss_ce_3: 0.2825 loss_bbox_3: 0.1828 loss_giou_3: 0.3112 loss_ce_4: 0.2668 loss_bbox_4: 0.1762 loss_giou_4: 0.2987 time: 0.2799 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:46] d2.utils.events INFO: eta: 9:38:44 iter: 326959 total_loss: 5.227 loss_ce: 0.2584 loss_bbox: 0.1649 loss_giou: 0.3111 loss_ce_0: 0.4739 loss_bbox_0: 0.2752 loss_giou_0: 0.5059 loss_ce_1: 0.3527 loss_bbox_1: 0.2005 loss_giou_1: 0.3555 loss_ce_2: 0.2981 loss_bbox_2: 0.1794 loss_giou_2: 0.3268 loss_ce_3: 0.2684 loss_bbox_3: 0.1698 loss_giou_3: 0.3224 loss_ce_4: 0.2665 loss_bbox_4: 0.167 loss_giou_4: 0.315 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:52] d2.utils.events INFO: eta: 9:38:46 iter: 326979 total_loss: 5.608 loss_ce: 0.2625 loss_bbox: 0.1789 loss_giou: 0.3261 loss_ce_0: 0.4718 loss_bbox_0: 0.2903 loss_giou_0: 0.516 loss_ce_1: 0.3692 loss_bbox_1: 0.2043 loss_giou_1: 0.381 loss_ce_2: 0.3142 loss_bbox_2: 0.1845 loss_giou_2: 0.3514 loss_ce_3: 0.2761 loss_bbox_3: 0.1814 loss_giou_3: 0.3347 loss_ce_4: 0.2637 loss_bbox_4: 0.182 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 15:53:57] d2.utils.events INFO: eta: 9:38:42 iter: 326999 total_loss: 5.355 loss_ce: 0.2647 loss_bbox: 0.1736 loss_giou: 0.3193 loss_ce_0: 0.4776 loss_bbox_0: 0.2879 loss_giou_0: 0.4775 loss_ce_1: 0.3672 loss_bbox_1: 0.206 loss_giou_1: 0.3645 loss_ce_2: 0.3056 loss_bbox_2: 0.1871 loss_giou_2: 0.337 loss_ce_3: 0.2666 loss_bbox_3: 0.1822 loss_giou_3: 0.3313 loss_ce_4: 0.2652 loss_bbox_4: 0.1759 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:03] d2.utils.events INFO: eta: 9:38:32 iter: 327019 total_loss: 5.478 loss_ce: 0.2567 loss_bbox: 0.1716 loss_giou: 0.337 loss_ce_0: 0.4895 loss_bbox_0: 0.2964 loss_giou_0: 0.5165 loss_ce_1: 0.3742 loss_bbox_1: 0.2038 loss_giou_1: 0.3855 loss_ce_2: 0.3101 loss_bbox_2: 0.181 loss_giou_2: 0.3577 loss_ce_3: 0.2777 loss_bbox_3: 0.1777 loss_giou_3: 0.3434 loss_ce_4: 0.2641 loss_bbox_4: 0.1736 loss_giou_4: 0.344 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:09] d2.utils.events INFO: eta: 9:38:29 iter: 327039 total_loss: 5.48 loss_ce: 0.2547 loss_bbox: 0.1986 loss_giou: 0.3115 loss_ce_0: 0.4824 loss_bbox_0: 0.326 loss_giou_0: 0.4886 loss_ce_1: 0.3824 loss_bbox_1: 0.2283 loss_giou_1: 0.3681 loss_ce_2: 0.3174 loss_bbox_2: 0.202 loss_giou_2: 0.3332 loss_ce_3: 0.2689 loss_bbox_3: 0.1996 loss_giou_3: 0.3156 loss_ce_4: 0.2651 loss_bbox_4: 0.1978 loss_giou_4: 0.3082 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:14] d2.utils.events INFO: eta: 9:38:32 iter: 327059 total_loss: 5.193 loss_ce: 0.2503 loss_bbox: 0.1706 loss_giou: 0.3202 loss_ce_0: 0.48 loss_bbox_0: 0.2842 loss_giou_0: 0.4843 loss_ce_1: 0.3767 loss_bbox_1: 0.1954 loss_giou_1: 0.3667 loss_ce_2: 0.3057 loss_bbox_2: 0.1783 loss_giou_2: 0.3348 loss_ce_3: 0.2755 loss_bbox_3: 0.1733 loss_giou_3: 0.3294 loss_ce_4: 0.2573 loss_bbox_4: 0.1705 loss_giou_4: 0.3259 time: 0.2799 data_time: 0.0182 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:20] d2.utils.events INFO: eta: 9:38:31 iter: 327079 total_loss: 5.683 loss_ce: 0.2833 loss_bbox: 0.1779 loss_giou: 0.3495 loss_ce_0: 0.502 loss_bbox_0: 0.3036 loss_giou_0: 0.538 loss_ce_1: 0.3892 loss_bbox_1: 0.2162 loss_giou_1: 0.4059 loss_ce_2: 0.3314 loss_bbox_2: 0.1932 loss_giou_2: 0.372 loss_ce_3: 0.3004 loss_bbox_3: 0.1842 loss_giou_3: 0.3629 loss_ce_4: 0.2814 loss_bbox_4: 0.1824 loss_giou_4: 0.3515 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:26] d2.utils.events INFO: eta: 9:38:24 iter: 327099 total_loss: 5.346 loss_ce: 0.2721 loss_bbox: 0.1713 loss_giou: 0.3061 loss_ce_0: 0.5092 loss_bbox_0: 0.307 loss_giou_0: 0.4872 loss_ce_1: 0.3725 loss_bbox_1: 0.2102 loss_giou_1: 0.3591 loss_ce_2: 0.3142 loss_bbox_2: 0.1842 loss_giou_2: 0.326 loss_ce_3: 0.2847 loss_bbox_3: 0.1779 loss_giou_3: 0.3224 loss_ce_4: 0.2773 loss_bbox_4: 0.1737 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:32] d2.utils.events INFO: eta: 9:38:18 iter: 327119 total_loss: 5.345 loss_ce: 0.2509 loss_bbox: 0.1718 loss_giou: 0.322 loss_ce_0: 0.4803 loss_bbox_0: 0.298 loss_giou_0: 0.49 loss_ce_1: 0.3816 loss_bbox_1: 0.2071 loss_giou_1: 0.3644 loss_ce_2: 0.3026 loss_bbox_2: 0.1915 loss_giou_2: 0.3326 loss_ce_3: 0.2703 loss_bbox_3: 0.1866 loss_giou_3: 0.324 loss_ce_4: 0.2592 loss_bbox_4: 0.176 loss_giou_4: 0.3215 time: 0.2799 data_time: 0.0201 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:37] d2.utils.events INFO: eta: 9:38:11 iter: 327139 total_loss: 5.446 loss_ce: 0.2766 loss_bbox: 0.1684 loss_giou: 0.3176 loss_ce_0: 0.4794 loss_bbox_0: 0.2898 loss_giou_0: 0.496 loss_ce_1: 0.3757 loss_bbox_1: 0.1954 loss_giou_1: 0.3672 loss_ce_2: 0.3148 loss_bbox_2: 0.1859 loss_giou_2: 0.3456 loss_ce_3: 0.2929 loss_bbox_3: 0.1763 loss_giou_3: 0.3264 loss_ce_4: 0.2807 loss_bbox_4: 0.1721 loss_giou_4: 0.3176 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:43] d2.utils.events INFO: eta: 9:38:08 iter: 327159 total_loss: 5.206 loss_ce: 0.2554 loss_bbox: 0.1574 loss_giou: 0.3154 loss_ce_0: 0.4889 loss_bbox_0: 0.282 loss_giou_0: 0.5006 loss_ce_1: 0.3801 loss_bbox_1: 0.184 loss_giou_1: 0.3661 loss_ce_2: 0.3044 loss_bbox_2: 0.165 loss_giou_2: 0.3352 loss_ce_3: 0.2746 loss_bbox_3: 0.1583 loss_giou_3: 0.3223 loss_ce_4: 0.2591 loss_bbox_4: 0.1573 loss_giou_4: 0.3179 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:49] d2.utils.events INFO: eta: 9:38:02 iter: 327179 total_loss: 5.099 loss_ce: 0.2482 loss_bbox: 0.1679 loss_giou: 0.318 loss_ce_0: 0.4603 loss_bbox_0: 0.3017 loss_giou_0: 0.4658 loss_ce_1: 0.3566 loss_bbox_1: 0.2113 loss_giou_1: 0.361 loss_ce_2: 0.3098 loss_bbox_2: 0.1891 loss_giou_2: 0.3315 loss_ce_3: 0.2692 loss_bbox_3: 0.1763 loss_giou_3: 0.3206 loss_ce_4: 0.2498 loss_bbox_4: 0.1735 loss_giou_4: 0.3197 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 15:54:54] d2.utils.events INFO: eta: 9:37:55 iter: 327199 total_loss: 5.375 loss_ce: 0.2645 loss_bbox: 0.1799 loss_giou: 0.3108 loss_ce_0: 0.4658 loss_bbox_0: 0.3223 loss_giou_0: 0.4985 loss_ce_1: 0.3765 loss_bbox_1: 0.2215 loss_giou_1: 0.3637 loss_ce_2: 0.3004 loss_bbox_2: 0.1982 loss_giou_2: 0.332 loss_ce_3: 0.2694 loss_bbox_3: 0.1881 loss_giou_3: 0.3226 loss_ce_4: 0.2641 loss_bbox_4: 0.1853 loss_giou_4: 0.3133 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:00] d2.utils.events INFO: eta: 9:37:42 iter: 327219 total_loss: 5.583 loss_ce: 0.2594 loss_bbox: 0.1965 loss_giou: 0.3165 loss_ce_0: 0.4779 loss_bbox_0: 0.3252 loss_giou_0: 0.498 loss_ce_1: 0.3823 loss_bbox_1: 0.2333 loss_giou_1: 0.3732 loss_ce_2: 0.3069 loss_bbox_2: 0.2164 loss_giou_2: 0.3423 loss_ce_3: 0.2813 loss_bbox_3: 0.2056 loss_giou_3: 0.326 loss_ce_4: 0.263 loss_bbox_4: 0.2004 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:06] d2.utils.events INFO: eta: 9:37:38 iter: 327239 total_loss: 5.444 loss_ce: 0.2625 loss_bbox: 0.1591 loss_giou: 0.3079 loss_ce_0: 0.4881 loss_bbox_0: 0.2898 loss_giou_0: 0.4737 loss_ce_1: 0.3771 loss_bbox_1: 0.1978 loss_giou_1: 0.3628 loss_ce_2: 0.3192 loss_bbox_2: 0.1769 loss_giou_2: 0.3301 loss_ce_3: 0.2764 loss_bbox_3: 0.1713 loss_giou_3: 0.3188 loss_ce_4: 0.2739 loss_bbox_4: 0.1625 loss_giou_4: 0.3151 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:11] d2.utils.events INFO: eta: 9:37:40 iter: 327259 total_loss: 5.295 loss_ce: 0.2682 loss_bbox: 0.1639 loss_giou: 0.3235 loss_ce_0: 0.4877 loss_bbox_0: 0.3035 loss_giou_0: 0.4826 loss_ce_1: 0.3818 loss_bbox_1: 0.2064 loss_giou_1: 0.3725 loss_ce_2: 0.3081 loss_bbox_2: 0.1874 loss_giou_2: 0.3423 loss_ce_3: 0.2844 loss_bbox_3: 0.1708 loss_giou_3: 0.3321 loss_ce_4: 0.2587 loss_bbox_4: 0.1678 loss_giou_4: 0.329 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:17] d2.utils.events INFO: eta: 9:37:41 iter: 327279 total_loss: 5.581 loss_ce: 0.2838 loss_bbox: 0.1674 loss_giou: 0.3167 loss_ce_0: 0.4959 loss_bbox_0: 0.307 loss_giou_0: 0.5166 loss_ce_1: 0.3843 loss_bbox_1: 0.2077 loss_giou_1: 0.3795 loss_ce_2: 0.3398 loss_bbox_2: 0.1819 loss_giou_2: 0.34 loss_ce_3: 0.2997 loss_bbox_3: 0.1695 loss_giou_3: 0.3328 loss_ce_4: 0.2878 loss_bbox_4: 0.1666 loss_giou_4: 0.3216 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:23] d2.utils.events INFO: eta: 9:37:36 iter: 327299 total_loss: 5.162 loss_ce: 0.2538 loss_bbox: 0.1707 loss_giou: 0.306 loss_ce_0: 0.4803 loss_bbox_0: 0.2872 loss_giou_0: 0.4951 loss_ce_1: 0.3617 loss_bbox_1: 0.1963 loss_giou_1: 0.3541 loss_ce_2: 0.3027 loss_bbox_2: 0.1795 loss_giou_2: 0.3181 loss_ce_3: 0.2742 loss_bbox_3: 0.1767 loss_giou_3: 0.3128 loss_ce_4: 0.2553 loss_bbox_4: 0.1718 loss_giou_4: 0.3028 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:28] d2.utils.events INFO: eta: 9:37:23 iter: 327319 total_loss: 5.156 loss_ce: 0.2449 loss_bbox: 0.1753 loss_giou: 0.3259 loss_ce_0: 0.4912 loss_bbox_0: 0.308 loss_giou_0: 0.4892 loss_ce_1: 0.3761 loss_bbox_1: 0.2142 loss_giou_1: 0.366 loss_ce_2: 0.3047 loss_bbox_2: 0.1887 loss_giou_2: 0.3446 loss_ce_3: 0.2664 loss_bbox_3: 0.1828 loss_giou_3: 0.3335 loss_ce_4: 0.2541 loss_bbox_4: 0.1771 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:34] d2.utils.events INFO: eta: 9:37:15 iter: 327339 total_loss: 5.561 loss_ce: 0.277 loss_bbox: 0.1791 loss_giou: 0.3392 loss_ce_0: 0.4925 loss_bbox_0: 0.3059 loss_giou_0: 0.5264 loss_ce_1: 0.3898 loss_bbox_1: 0.2165 loss_giou_1: 0.3751 loss_ce_2: 0.3322 loss_bbox_2: 0.1994 loss_giou_2: 0.352 loss_ce_3: 0.2884 loss_bbox_3: 0.1934 loss_giou_3: 0.3477 loss_ce_4: 0.2684 loss_bbox_4: 0.1825 loss_giou_4: 0.3439 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:40] d2.utils.events INFO: eta: 9:37:10 iter: 327359 total_loss: 5.55 loss_ce: 0.2537 loss_bbox: 0.1838 loss_giou: 0.3275 loss_ce_0: 0.4779 loss_bbox_0: 0.3069 loss_giou_0: 0.5125 loss_ce_1: 0.3819 loss_bbox_1: 0.2154 loss_giou_1: 0.3819 loss_ce_2: 0.3069 loss_bbox_2: 0.2006 loss_giou_2: 0.3538 loss_ce_3: 0.2758 loss_bbox_3: 0.194 loss_giou_3: 0.3381 loss_ce_4: 0.2581 loss_bbox_4: 0.1889 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:46] d2.utils.events INFO: eta: 9:37:01 iter: 327379 total_loss: 5.234 loss_ce: 0.2481 loss_bbox: 0.1683 loss_giou: 0.313 loss_ce_0: 0.4762 loss_bbox_0: 0.2959 loss_giou_0: 0.4691 loss_ce_1: 0.3673 loss_bbox_1: 0.1973 loss_giou_1: 0.351 loss_ce_2: 0.2968 loss_bbox_2: 0.1846 loss_giou_2: 0.3306 loss_ce_3: 0.2586 loss_bbox_3: 0.1795 loss_giou_3: 0.321 loss_ce_4: 0.248 loss_bbox_4: 0.1712 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:51] d2.utils.events INFO: eta: 9:37:00 iter: 327399 total_loss: 5.39 loss_ce: 0.2771 loss_bbox: 0.1677 loss_giou: 0.3252 loss_ce_0: 0.479 loss_bbox_0: 0.2843 loss_giou_0: 0.4949 loss_ce_1: 0.3801 loss_bbox_1: 0.2003 loss_giou_1: 0.3734 loss_ce_2: 0.3162 loss_bbox_2: 0.1789 loss_giou_2: 0.3478 loss_ce_3: 0.2868 loss_bbox_3: 0.1701 loss_giou_3: 0.3327 loss_ce_4: 0.273 loss_bbox_4: 0.1695 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 15:55:57] d2.utils.events INFO: eta: 9:36:54 iter: 327419 total_loss: 5.411 loss_ce: 0.2784 loss_bbox: 0.1628 loss_giou: 0.3277 loss_ce_0: 0.4952 loss_bbox_0: 0.276 loss_giou_0: 0.4986 loss_ce_1: 0.3854 loss_bbox_1: 0.1968 loss_giou_1: 0.3745 loss_ce_2: 0.3136 loss_bbox_2: 0.1756 loss_giou_2: 0.3396 loss_ce_3: 0.2799 loss_bbox_3: 0.1675 loss_giou_3: 0.3344 loss_ce_4: 0.2722 loss_bbox_4: 0.1643 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:03] d2.utils.events INFO: eta: 9:36:42 iter: 327439 total_loss: 5.178 loss_ce: 0.2467 loss_bbox: 0.1672 loss_giou: 0.324 loss_ce_0: 0.4809 loss_bbox_0: 0.2819 loss_giou_0: 0.4897 loss_ce_1: 0.3692 loss_bbox_1: 0.1988 loss_giou_1: 0.3528 loss_ce_2: 0.2991 loss_bbox_2: 0.1793 loss_giou_2: 0.332 loss_ce_3: 0.2637 loss_bbox_3: 0.1717 loss_giou_3: 0.3228 loss_ce_4: 0.2504 loss_bbox_4: 0.1677 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:08] d2.utils.events INFO: eta: 9:36:42 iter: 327459 total_loss: 5.221 loss_ce: 0.2427 loss_bbox: 0.1687 loss_giou: 0.3307 loss_ce_0: 0.4748 loss_bbox_0: 0.2864 loss_giou_0: 0.5133 loss_ce_1: 0.3572 loss_bbox_1: 0.204 loss_giou_1: 0.3794 loss_ce_2: 0.2995 loss_bbox_2: 0.1842 loss_giou_2: 0.3529 loss_ce_3: 0.2616 loss_bbox_3: 0.1751 loss_giou_3: 0.3421 loss_ce_4: 0.244 loss_bbox_4: 0.17 loss_giou_4: 0.3334 time: 0.2799 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:14] d2.utils.events INFO: eta: 9:36:35 iter: 327479 total_loss: 5.384 loss_ce: 0.2675 loss_bbox: 0.1743 loss_giou: 0.3321 loss_ce_0: 0.4825 loss_bbox_0: 0.2962 loss_giou_0: 0.5137 loss_ce_1: 0.366 loss_bbox_1: 0.204 loss_giou_1: 0.3766 loss_ce_2: 0.3098 loss_bbox_2: 0.1865 loss_giou_2: 0.346 loss_ce_3: 0.2759 loss_bbox_3: 0.1847 loss_giou_3: 0.3379 loss_ce_4: 0.2721 loss_bbox_4: 0.1752 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:20] d2.utils.events INFO: eta: 9:36:27 iter: 327499 total_loss: 5.513 loss_ce: 0.2683 loss_bbox: 0.1835 loss_giou: 0.3321 loss_ce_0: 0.4661 loss_bbox_0: 0.3096 loss_giou_0: 0.5188 loss_ce_1: 0.3675 loss_bbox_1: 0.2142 loss_giou_1: 0.3822 loss_ce_2: 0.3114 loss_bbox_2: 0.1941 loss_giou_2: 0.3529 loss_ce_3: 0.2816 loss_bbox_3: 0.1849 loss_giou_3: 0.3473 loss_ce_4: 0.267 loss_bbox_4: 0.1847 loss_giou_4: 0.3386 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:26] d2.utils.events INFO: eta: 9:36:16 iter: 327519 total_loss: 5.379 loss_ce: 0.241 loss_bbox: 0.166 loss_giou: 0.3309 loss_ce_0: 0.4659 loss_bbox_0: 0.2753 loss_giou_0: 0.5023 loss_ce_1: 0.3618 loss_bbox_1: 0.1982 loss_giou_1: 0.3783 loss_ce_2: 0.2905 loss_bbox_2: 0.1868 loss_giou_2: 0.3563 loss_ce_3: 0.2656 loss_bbox_3: 0.1757 loss_giou_3: 0.3436 loss_ce_4: 0.2481 loss_bbox_4: 0.1716 loss_giou_4: 0.3383 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:31] d2.utils.events INFO: eta: 9:35:59 iter: 327539 total_loss: 5.552 loss_ce: 0.2593 loss_bbox: 0.171 loss_giou: 0.358 loss_ce_0: 0.4633 loss_bbox_0: 0.2959 loss_giou_0: 0.5112 loss_ce_1: 0.364 loss_bbox_1: 0.2003 loss_giou_1: 0.4015 loss_ce_2: 0.3095 loss_bbox_2: 0.1854 loss_giou_2: 0.3775 loss_ce_3: 0.2746 loss_bbox_3: 0.1838 loss_giou_3: 0.3684 loss_ce_4: 0.2595 loss_bbox_4: 0.1728 loss_giou_4: 0.3629 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:37] d2.utils.events INFO: eta: 9:35:47 iter: 327559 total_loss: 5.083 loss_ce: 0.2448 loss_bbox: 0.171 loss_giou: 0.2943 loss_ce_0: 0.4623 loss_bbox_0: 0.3 loss_giou_0: 0.5068 loss_ce_1: 0.3464 loss_bbox_1: 0.1999 loss_giou_1: 0.3533 loss_ce_2: 0.2909 loss_bbox_2: 0.1767 loss_giou_2: 0.3238 loss_ce_3: 0.2562 loss_bbox_3: 0.1698 loss_giou_3: 0.3076 loss_ce_4: 0.2515 loss_bbox_4: 0.1743 loss_giou_4: 0.2999 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:43] d2.utils.events INFO: eta: 9:35:41 iter: 327579 total_loss: 5.145 loss_ce: 0.2357 loss_bbox: 0.1561 loss_giou: 0.318 loss_ce_0: 0.4558 loss_bbox_0: 0.2924 loss_giou_0: 0.503 loss_ce_1: 0.3413 loss_bbox_1: 0.1848 loss_giou_1: 0.3598 loss_ce_2: 0.2778 loss_bbox_2: 0.1663 loss_giou_2: 0.3226 loss_ce_3: 0.2487 loss_bbox_3: 0.1633 loss_giou_3: 0.3226 loss_ce_4: 0.2336 loss_bbox_4: 0.1581 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:48] d2.utils.events INFO: eta: 9:35:40 iter: 327599 total_loss: 5.34 loss_ce: 0.2547 loss_bbox: 0.1591 loss_giou: 0.3344 loss_ce_0: 0.474 loss_bbox_0: 0.2852 loss_giou_0: 0.5269 loss_ce_1: 0.3742 loss_bbox_1: 0.1951 loss_giou_1: 0.3894 loss_ce_2: 0.3126 loss_bbox_2: 0.1784 loss_giou_2: 0.3561 loss_ce_3: 0.2703 loss_bbox_3: 0.166 loss_giou_3: 0.3434 loss_ce_4: 0.2563 loss_bbox_4: 0.1636 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 15:56:54] d2.utils.events INFO: eta: 9:35:36 iter: 327619 total_loss: 5.285 loss_ce: 0.252 loss_bbox: 0.1729 loss_giou: 0.3293 loss_ce_0: 0.4526 loss_bbox_0: 0.2928 loss_giou_0: 0.4984 loss_ce_1: 0.3513 loss_bbox_1: 0.2152 loss_giou_1: 0.3704 loss_ce_2: 0.2955 loss_bbox_2: 0.1923 loss_giou_2: 0.3495 loss_ce_3: 0.2635 loss_bbox_3: 0.1806 loss_giou_3: 0.3384 loss_ce_4: 0.2545 loss_bbox_4: 0.1769 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:00] d2.utils.events INFO: eta: 9:35:39 iter: 327639 total_loss: 5.155 loss_ce: 0.2369 loss_bbox: 0.1626 loss_giou: 0.3363 loss_ce_0: 0.4621 loss_bbox_0: 0.2759 loss_giou_0: 0.5128 loss_ce_1: 0.3565 loss_bbox_1: 0.1927 loss_giou_1: 0.3767 loss_ce_2: 0.2914 loss_bbox_2: 0.1691 loss_giou_2: 0.3468 loss_ce_3: 0.2565 loss_bbox_3: 0.1662 loss_giou_3: 0.3443 loss_ce_4: 0.2401 loss_bbox_4: 0.1657 loss_giou_4: 0.3414 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:06] d2.utils.events INFO: eta: 9:35:38 iter: 327659 total_loss: 5.219 loss_ce: 0.2406 loss_bbox: 0.1648 loss_giou: 0.3278 loss_ce_0: 0.4684 loss_bbox_0: 0.2863 loss_giou_0: 0.5015 loss_ce_1: 0.356 loss_bbox_1: 0.1939 loss_giou_1: 0.3811 loss_ce_2: 0.2897 loss_bbox_2: 0.1712 loss_giou_2: 0.3453 loss_ce_3: 0.2515 loss_bbox_3: 0.1689 loss_giou_3: 0.3406 loss_ce_4: 0.2405 loss_bbox_4: 0.1651 loss_giou_4: 0.3337 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:11] d2.utils.events INFO: eta: 9:35:40 iter: 327679 total_loss: 4.957 loss_ce: 0.2282 loss_bbox: 0.1798 loss_giou: 0.308 loss_ce_0: 0.4735 loss_bbox_0: 0.2875 loss_giou_0: 0.4919 loss_ce_1: 0.3576 loss_bbox_1: 0.2037 loss_giou_1: 0.3558 loss_ce_2: 0.2905 loss_bbox_2: 0.1869 loss_giou_2: 0.3265 loss_ce_3: 0.2509 loss_bbox_3: 0.1828 loss_giou_3: 0.3189 loss_ce_4: 0.2342 loss_bbox_4: 0.1828 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:17] d2.utils.events INFO: eta: 9:35:35 iter: 327699 total_loss: 5.335 loss_ce: 0.2433 loss_bbox: 0.1498 loss_giou: 0.3273 loss_ce_0: 0.4538 loss_bbox_0: 0.2733 loss_giou_0: 0.5104 loss_ce_1: 0.3502 loss_bbox_1: 0.1867 loss_giou_1: 0.3726 loss_ce_2: 0.2864 loss_bbox_2: 0.1672 loss_giou_2: 0.3474 loss_ce_3: 0.262 loss_bbox_3: 0.1582 loss_giou_3: 0.3321 loss_ce_4: 0.2443 loss_bbox_4: 0.1548 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:23] d2.utils.events INFO: eta: 9:35:25 iter: 327719 total_loss: 5.294 loss_ce: 0.2412 loss_bbox: 0.157 loss_giou: 0.3324 loss_ce_0: 0.4744 loss_bbox_0: 0.2857 loss_giou_0: 0.5224 loss_ce_1: 0.3652 loss_bbox_1: 0.1985 loss_giou_1: 0.3848 loss_ce_2: 0.3036 loss_bbox_2: 0.175 loss_giou_2: 0.3561 loss_ce_3: 0.2615 loss_bbox_3: 0.1683 loss_giou_3: 0.3371 loss_ce_4: 0.2528 loss_bbox_4: 0.1634 loss_giou_4: 0.3315 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:28] d2.utils.events INFO: eta: 9:35:15 iter: 327739 total_loss: 5 loss_ce: 0.2443 loss_bbox: 0.168 loss_giou: 0.2934 loss_ce_0: 0.4829 loss_bbox_0: 0.2792 loss_giou_0: 0.4655 loss_ce_1: 0.359 loss_bbox_1: 0.1999 loss_giou_1: 0.3465 loss_ce_2: 0.2925 loss_bbox_2: 0.1799 loss_giou_2: 0.3151 loss_ce_3: 0.2625 loss_bbox_3: 0.1704 loss_giou_3: 0.3032 loss_ce_4: 0.2535 loss_bbox_4: 0.1676 loss_giou_4: 0.2988 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:34] d2.utils.events INFO: eta: 9:35:18 iter: 327759 total_loss: 5.282 loss_ce: 0.2543 loss_bbox: 0.1685 loss_giou: 0.3317 loss_ce_0: 0.4615 loss_bbox_0: 0.2827 loss_giou_0: 0.5076 loss_ce_1: 0.355 loss_bbox_1: 0.2036 loss_giou_1: 0.3846 loss_ce_2: 0.298 loss_bbox_2: 0.182 loss_giou_2: 0.3511 loss_ce_3: 0.2672 loss_bbox_3: 0.1772 loss_giou_3: 0.3399 loss_ce_4: 0.255 loss_bbox_4: 0.1739 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:40] d2.utils.events INFO: eta: 9:35:03 iter: 327779 total_loss: 5.483 loss_ce: 0.2568 loss_bbox: 0.1732 loss_giou: 0.3204 loss_ce_0: 0.4743 loss_bbox_0: 0.2895 loss_giou_0: 0.4792 loss_ce_1: 0.3707 loss_bbox_1: 0.1991 loss_giou_1: 0.3557 loss_ce_2: 0.322 loss_bbox_2: 0.1821 loss_giou_2: 0.3342 loss_ce_3: 0.28 loss_bbox_3: 0.1807 loss_giou_3: 0.3197 loss_ce_4: 0.2707 loss_bbox_4: 0.1728 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:45] d2.utils.events INFO: eta: 9:35:09 iter: 327799 total_loss: 5.333 loss_ce: 0.2551 loss_bbox: 0.1678 loss_giou: 0.3268 loss_ce_0: 0.4721 loss_bbox_0: 0.2819 loss_giou_0: 0.5017 loss_ce_1: 0.3558 loss_bbox_1: 0.199 loss_giou_1: 0.3775 loss_ce_2: 0.3092 loss_bbox_2: 0.1786 loss_giou_2: 0.3415 loss_ce_3: 0.2713 loss_bbox_3: 0.174 loss_giou_3: 0.3341 loss_ce_4: 0.2543 loss_bbox_4: 0.1684 loss_giou_4: 0.3298 time: 0.2799 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:51] d2.utils.events INFO: eta: 9:35:01 iter: 327819 total_loss: 5.433 loss_ce: 0.2574 loss_bbox: 0.1735 loss_giou: 0.317 loss_ce_0: 0.5005 loss_bbox_0: 0.3002 loss_giou_0: 0.5071 loss_ce_1: 0.3726 loss_bbox_1: 0.2074 loss_giou_1: 0.3626 loss_ce_2: 0.3145 loss_bbox_2: 0.186 loss_giou_2: 0.3389 loss_ce_3: 0.2789 loss_bbox_3: 0.1812 loss_giou_3: 0.3293 loss_ce_4: 0.2656 loss_bbox_4: 0.1769 loss_giou_4: 0.3238 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 15:57:57] d2.utils.events INFO: eta: 9:34:52 iter: 327839 total_loss: 5.385 loss_ce: 0.2671 loss_bbox: 0.1796 loss_giou: 0.3155 loss_ce_0: 0.4831 loss_bbox_0: 0.3109 loss_giou_0: 0.4774 loss_ce_1: 0.3851 loss_bbox_1: 0.2069 loss_giou_1: 0.3543 loss_ce_2: 0.3217 loss_bbox_2: 0.1922 loss_giou_2: 0.3316 loss_ce_3: 0.282 loss_bbox_3: 0.1887 loss_giou_3: 0.3201 loss_ce_4: 0.2655 loss_bbox_4: 0.1772 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:02] d2.utils.events INFO: eta: 9:34:41 iter: 327859 total_loss: 5.41 loss_ce: 0.2341 loss_bbox: 0.1835 loss_giou: 0.3231 loss_ce_0: 0.4805 loss_bbox_0: 0.2988 loss_giou_0: 0.4853 loss_ce_1: 0.3475 loss_bbox_1: 0.2117 loss_giou_1: 0.3686 loss_ce_2: 0.2856 loss_bbox_2: 0.1948 loss_giou_2: 0.3469 loss_ce_3: 0.25 loss_bbox_3: 0.1914 loss_giou_3: 0.336 loss_ce_4: 0.2349 loss_bbox_4: 0.1867 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:08] d2.utils.events INFO: eta: 9:34:40 iter: 327879 total_loss: 5.398 loss_ce: 0.2551 loss_bbox: 0.1765 loss_giou: 0.3193 loss_ce_0: 0.4714 loss_bbox_0: 0.291 loss_giou_0: 0.5135 loss_ce_1: 0.3699 loss_bbox_1: 0.2057 loss_giou_1: 0.3696 loss_ce_2: 0.2991 loss_bbox_2: 0.1953 loss_giou_2: 0.3434 loss_ce_3: 0.2652 loss_bbox_3: 0.1825 loss_giou_3: 0.3335 loss_ce_4: 0.2528 loss_bbox_4: 0.1768 loss_giou_4: 0.3294 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:14] d2.utils.events INFO: eta: 9:34:29 iter: 327899 total_loss: 5.325 loss_ce: 0.2364 loss_bbox: 0.1676 loss_giou: 0.33 loss_ce_0: 0.4599 loss_bbox_0: 0.2792 loss_giou_0: 0.4895 loss_ce_1: 0.3567 loss_bbox_1: 0.1955 loss_giou_1: 0.3638 loss_ce_2: 0.3085 loss_bbox_2: 0.1695 loss_giou_2: 0.3274 loss_ce_3: 0.2678 loss_bbox_3: 0.1671 loss_giou_3: 0.3332 loss_ce_4: 0.259 loss_bbox_4: 0.1618 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:20] d2.utils.events INFO: eta: 9:34:35 iter: 327919 total_loss: 5.215 loss_ce: 0.2704 loss_bbox: 0.1822 loss_giou: 0.3157 loss_ce_0: 0.4766 loss_bbox_0: 0.307 loss_giou_0: 0.475 loss_ce_1: 0.3521 loss_bbox_1: 0.2089 loss_giou_1: 0.3544 loss_ce_2: 0.3066 loss_bbox_2: 0.1938 loss_giou_2: 0.3206 loss_ce_3: 0.2823 loss_bbox_3: 0.1939 loss_giou_3: 0.3199 loss_ce_4: 0.2711 loss_bbox_4: 0.1867 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:25] d2.utils.events INFO: eta: 9:34:36 iter: 327939 total_loss: 5.142 loss_ce: 0.2262 loss_bbox: 0.169 loss_giou: 0.3248 loss_ce_0: 0.456 loss_bbox_0: 0.2852 loss_giou_0: 0.5 loss_ce_1: 0.3521 loss_bbox_1: 0.1998 loss_giou_1: 0.3674 loss_ce_2: 0.2895 loss_bbox_2: 0.1823 loss_giou_2: 0.337 loss_ce_3: 0.2473 loss_bbox_3: 0.1742 loss_giou_3: 0.3291 loss_ce_4: 0.2285 loss_bbox_4: 0.1759 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:31] d2.utils.events INFO: eta: 9:34:28 iter: 327959 total_loss: 5.152 loss_ce: 0.2459 loss_bbox: 0.1722 loss_giou: 0.3031 loss_ce_0: 0.4757 loss_bbox_0: 0.2967 loss_giou_0: 0.4613 loss_ce_1: 0.3559 loss_bbox_1: 0.2042 loss_giou_1: 0.3484 loss_ce_2: 0.2979 loss_bbox_2: 0.186 loss_giou_2: 0.3154 loss_ce_3: 0.258 loss_bbox_3: 0.1774 loss_giou_3: 0.3082 loss_ce_4: 0.2473 loss_bbox_4: 0.1727 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:37] d2.utils.events INFO: eta: 9:34:22 iter: 327979 total_loss: 5.213 loss_ce: 0.2472 loss_bbox: 0.1689 loss_giou: 0.3022 loss_ce_0: 0.4733 loss_bbox_0: 0.283 loss_giou_0: 0.4798 loss_ce_1: 0.3528 loss_bbox_1: 0.197 loss_giou_1: 0.3472 loss_ce_2: 0.3068 loss_bbox_2: 0.1773 loss_giou_2: 0.3207 loss_ce_3: 0.2594 loss_bbox_3: 0.1763 loss_giou_3: 0.3105 loss_ce_4: 0.2483 loss_bbox_4: 0.1709 loss_giou_4: 0.3043 time: 0.2799 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:43] d2.utils.events INFO: eta: 9:34:09 iter: 327999 total_loss: 5.238 loss_ce: 0.2363 loss_bbox: 0.166 loss_giou: 0.3181 loss_ce_0: 0.4613 loss_bbox_0: 0.2931 loss_giou_0: 0.4905 loss_ce_1: 0.3577 loss_bbox_1: 0.2011 loss_giou_1: 0.3752 loss_ce_2: 0.2881 loss_bbox_2: 0.1801 loss_giou_2: 0.3408 loss_ce_3: 0.2524 loss_bbox_3: 0.1716 loss_giou_3: 0.3302 loss_ce_4: 0.236 loss_bbox_4: 0.169 loss_giou_4: 0.3255 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:48] d2.utils.events INFO: eta: 9:34:04 iter: 328019 total_loss: 5.511 loss_ce: 0.2498 loss_bbox: 0.1734 loss_giou: 0.3304 loss_ce_0: 0.5 loss_bbox_0: 0.2854 loss_giou_0: 0.5077 loss_ce_1: 0.3667 loss_bbox_1: 0.1936 loss_giou_1: 0.3733 loss_ce_2: 0.316 loss_bbox_2: 0.1853 loss_giou_2: 0.3494 loss_ce_3: 0.2655 loss_bbox_3: 0.1838 loss_giou_3: 0.3397 loss_ce_4: 0.2573 loss_bbox_4: 0.1735 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 15:58:54] d2.utils.events INFO: eta: 9:33:49 iter: 328039 total_loss: 5.563 loss_ce: 0.2729 loss_bbox: 0.1859 loss_giou: 0.318 loss_ce_0: 0.4833 loss_bbox_0: 0.3051 loss_giou_0: 0.5102 loss_ce_1: 0.3762 loss_bbox_1: 0.219 loss_giou_1: 0.3726 loss_ce_2: 0.3099 loss_bbox_2: 0.1989 loss_giou_2: 0.3442 loss_ce_3: 0.2857 loss_bbox_3: 0.1906 loss_giou_3: 0.3348 loss_ce_4: 0.2677 loss_bbox_4: 0.189 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:00] d2.utils.events INFO: eta: 9:33:43 iter: 328059 total_loss: 5.184 loss_ce: 0.2487 loss_bbox: 0.1615 loss_giou: 0.2923 loss_ce_0: 0.4621 loss_bbox_0: 0.2814 loss_giou_0: 0.4688 loss_ce_1: 0.3627 loss_bbox_1: 0.19 loss_giou_1: 0.3463 loss_ce_2: 0.2987 loss_bbox_2: 0.1784 loss_giou_2: 0.3178 loss_ce_3: 0.2627 loss_bbox_3: 0.169 loss_giou_3: 0.306 loss_ce_4: 0.2527 loss_bbox_4: 0.1654 loss_giou_4: 0.3028 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:05] d2.utils.events INFO: eta: 9:33:34 iter: 328079 total_loss: 5.317 loss_ce: 0.2582 loss_bbox: 0.1653 loss_giou: 0.3072 loss_ce_0: 0.4874 loss_bbox_0: 0.2977 loss_giou_0: 0.4893 loss_ce_1: 0.374 loss_bbox_1: 0.1969 loss_giou_1: 0.3599 loss_ce_2: 0.3137 loss_bbox_2: 0.1827 loss_giou_2: 0.3263 loss_ce_3: 0.2692 loss_bbox_3: 0.1718 loss_giou_3: 0.3168 loss_ce_4: 0.2578 loss_bbox_4: 0.1702 loss_giou_4: 0.3092 time: 0.2799 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:11] d2.utils.events INFO: eta: 9:33:32 iter: 328099 total_loss: 5.595 loss_ce: 0.27 loss_bbox: 0.1762 loss_giou: 0.3567 loss_ce_0: 0.4697 loss_bbox_0: 0.2987 loss_giou_0: 0.5451 loss_ce_1: 0.3629 loss_bbox_1: 0.2128 loss_giou_1: 0.3886 loss_ce_2: 0.3153 loss_bbox_2: 0.1869 loss_giou_2: 0.3686 loss_ce_3: 0.2741 loss_bbox_3: 0.1732 loss_giou_3: 0.3592 loss_ce_4: 0.2662 loss_bbox_4: 0.1732 loss_giou_4: 0.358 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:17] d2.utils.events INFO: eta: 9:33:19 iter: 328119 total_loss: 5.113 loss_ce: 0.2394 loss_bbox: 0.1608 loss_giou: 0.3262 loss_ce_0: 0.4611 loss_bbox_0: 0.2808 loss_giou_0: 0.494 loss_ce_1: 0.3441 loss_bbox_1: 0.1971 loss_giou_1: 0.3662 loss_ce_2: 0.2797 loss_bbox_2: 0.1767 loss_giou_2: 0.3405 loss_ce_3: 0.2505 loss_bbox_3: 0.1643 loss_giou_3: 0.3396 loss_ce_4: 0.2466 loss_bbox_4: 0.1612 loss_giou_4: 0.3342 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:22] d2.utils.events INFO: eta: 9:33:07 iter: 328139 total_loss: 5.28 loss_ce: 0.2417 loss_bbox: 0.1636 loss_giou: 0.3276 loss_ce_0: 0.4745 loss_bbox_0: 0.2924 loss_giou_0: 0.5024 loss_ce_1: 0.3628 loss_bbox_1: 0.2029 loss_giou_1: 0.3696 loss_ce_2: 0.2994 loss_bbox_2: 0.1859 loss_giou_2: 0.3449 loss_ce_3: 0.2629 loss_bbox_3: 0.1767 loss_giou_3: 0.3344 loss_ce_4: 0.2448 loss_bbox_4: 0.1697 loss_giou_4: 0.3332 time: 0.2799 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:28] d2.utils.events INFO: eta: 9:32:58 iter: 328159 total_loss: 5.269 loss_ce: 0.2424 loss_bbox: 0.166 loss_giou: 0.308 loss_ce_0: 0.4797 loss_bbox_0: 0.3023 loss_giou_0: 0.5011 loss_ce_1: 0.3582 loss_bbox_1: 0.2044 loss_giou_1: 0.3536 loss_ce_2: 0.2874 loss_bbox_2: 0.1767 loss_giou_2: 0.3329 loss_ce_3: 0.2577 loss_bbox_3: 0.1738 loss_giou_3: 0.3234 loss_ce_4: 0.2445 loss_bbox_4: 0.1725 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:34] d2.utils.events INFO: eta: 9:32:46 iter: 328179 total_loss: 5.14 loss_ce: 0.2547 loss_bbox: 0.1674 loss_giou: 0.3105 loss_ce_0: 0.4684 loss_bbox_0: 0.2823 loss_giou_0: 0.5103 loss_ce_1: 0.3593 loss_bbox_1: 0.1903 loss_giou_1: 0.3611 loss_ce_2: 0.2898 loss_bbox_2: 0.1779 loss_giou_2: 0.3335 loss_ce_3: 0.258 loss_bbox_3: 0.1731 loss_giou_3: 0.3213 loss_ce_4: 0.2512 loss_bbox_4: 0.1695 loss_giou_4: 0.3176 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:40] d2.utils.events INFO: eta: 9:32:46 iter: 328199 total_loss: 5.097 loss_ce: 0.2408 loss_bbox: 0.1657 loss_giou: 0.3052 loss_ce_0: 0.4541 loss_bbox_0: 0.2869 loss_giou_0: 0.4926 loss_ce_1: 0.3457 loss_bbox_1: 0.2036 loss_giou_1: 0.3511 loss_ce_2: 0.294 loss_bbox_2: 0.185 loss_giou_2: 0.3261 loss_ce_3: 0.2512 loss_bbox_3: 0.174 loss_giou_3: 0.3185 loss_ce_4: 0.2383 loss_bbox_4: 0.169 loss_giou_4: 0.3105 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:45] d2.utils.events INFO: eta: 9:32:34 iter: 328219 total_loss: 5.304 loss_ce: 0.259 loss_bbox: 0.1725 loss_giou: 0.3034 loss_ce_0: 0.4835 loss_bbox_0: 0.3027 loss_giou_0: 0.4662 loss_ce_1: 0.3889 loss_bbox_1: 0.2083 loss_giou_1: 0.3428 loss_ce_2: 0.3169 loss_bbox_2: 0.1838 loss_giou_2: 0.3264 loss_ce_3: 0.2819 loss_bbox_3: 0.1834 loss_giou_3: 0.3133 loss_ce_4: 0.2643 loss_bbox_4: 0.1762 loss_giou_4: 0.3073 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:51] d2.utils.events INFO: eta: 9:32:26 iter: 328239 total_loss: 5.154 loss_ce: 0.2516 loss_bbox: 0.1808 loss_giou: 0.309 loss_ce_0: 0.4625 loss_bbox_0: 0.2841 loss_giou_0: 0.4701 loss_ce_1: 0.3647 loss_bbox_1: 0.2074 loss_giou_1: 0.3582 loss_ce_2: 0.3074 loss_bbox_2: 0.1892 loss_giou_2: 0.3277 loss_ce_3: 0.2674 loss_bbox_3: 0.1885 loss_giou_3: 0.3186 loss_ce_4: 0.2519 loss_bbox_4: 0.1833 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 15:59:57] d2.utils.events INFO: eta: 9:32:16 iter: 328259 total_loss: 5.545 loss_ce: 0.2575 loss_bbox: 0.1762 loss_giou: 0.3127 loss_ce_0: 0.4731 loss_bbox_0: 0.3014 loss_giou_0: 0.4927 loss_ce_1: 0.3626 loss_bbox_1: 0.2101 loss_giou_1: 0.3615 loss_ce_2: 0.2976 loss_bbox_2: 0.1893 loss_giou_2: 0.3292 loss_ce_3: 0.269 loss_bbox_3: 0.1789 loss_giou_3: 0.3223 loss_ce_4: 0.264 loss_bbox_4: 0.1777 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:02] d2.utils.events INFO: eta: 9:32:08 iter: 328279 total_loss: 5.04 loss_ce: 0.2356 loss_bbox: 0.1649 loss_giou: 0.3097 loss_ce_0: 0.4624 loss_bbox_0: 0.2739 loss_giou_0: 0.4761 loss_ce_1: 0.3433 loss_bbox_1: 0.199 loss_giou_1: 0.3561 loss_ce_2: 0.2814 loss_bbox_2: 0.1799 loss_giou_2: 0.3439 loss_ce_3: 0.2482 loss_bbox_3: 0.1692 loss_giou_3: 0.3264 loss_ce_4: 0.2381 loss_bbox_4: 0.1671 loss_giou_4: 0.3144 time: 0.2799 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:08] d2.utils.events INFO: eta: 9:32:05 iter: 328299 total_loss: 5.256 loss_ce: 0.2522 loss_bbox: 0.179 loss_giou: 0.3196 loss_ce_0: 0.4708 loss_bbox_0: 0.2899 loss_giou_0: 0.483 loss_ce_1: 0.3633 loss_bbox_1: 0.2079 loss_giou_1: 0.3607 loss_ce_2: 0.29 loss_bbox_2: 0.187 loss_giou_2: 0.3342 loss_ce_3: 0.2578 loss_bbox_3: 0.1871 loss_giou_3: 0.332 loss_ce_4: 0.2576 loss_bbox_4: 0.1829 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:14] d2.utils.events INFO: eta: 9:31:57 iter: 328319 total_loss: 5.054 loss_ce: 0.2357 loss_bbox: 0.1687 loss_giou: 0.3077 loss_ce_0: 0.4518 loss_bbox_0: 0.2968 loss_giou_0: 0.4855 loss_ce_1: 0.3347 loss_bbox_1: 0.2103 loss_giou_1: 0.3598 loss_ce_2: 0.2776 loss_bbox_2: 0.1845 loss_giou_2: 0.3347 loss_ce_3: 0.2431 loss_bbox_3: 0.1727 loss_giou_3: 0.3192 loss_ce_4: 0.2323 loss_bbox_4: 0.1688 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:19] d2.utils.events INFO: eta: 9:31:55 iter: 328339 total_loss: 5.069 loss_ce: 0.2324 loss_bbox: 0.1706 loss_giou: 0.31 loss_ce_0: 0.4539 loss_bbox_0: 0.288 loss_giou_0: 0.481 loss_ce_1: 0.3534 loss_bbox_1: 0.2085 loss_giou_1: 0.3561 loss_ce_2: 0.2834 loss_bbox_2: 0.1864 loss_giou_2: 0.3268 loss_ce_3: 0.2551 loss_bbox_3: 0.1788 loss_giou_3: 0.3203 loss_ce_4: 0.2351 loss_bbox_4: 0.1773 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:25] d2.utils.events INFO: eta: 9:31:48 iter: 328359 total_loss: 5.404 loss_ce: 0.2499 loss_bbox: 0.1597 loss_giou: 0.3388 loss_ce_0: 0.4986 loss_bbox_0: 0.2768 loss_giou_0: 0.5124 loss_ce_1: 0.3754 loss_bbox_1: 0.193 loss_giou_1: 0.3788 loss_ce_2: 0.3024 loss_bbox_2: 0.1699 loss_giou_2: 0.3554 loss_ce_3: 0.2655 loss_bbox_3: 0.1675 loss_giou_3: 0.3445 loss_ce_4: 0.2461 loss_bbox_4: 0.162 loss_giou_4: 0.3396 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:31] d2.utils.events INFO: eta: 9:31:43 iter: 328379 total_loss: 5.172 loss_ce: 0.2442 loss_bbox: 0.17 loss_giou: 0.324 loss_ce_0: 0.4535 loss_bbox_0: 0.3001 loss_giou_0: 0.4711 loss_ce_1: 0.3509 loss_bbox_1: 0.2088 loss_giou_1: 0.3459 loss_ce_2: 0.292 loss_bbox_2: 0.1873 loss_giou_2: 0.3333 loss_ce_3: 0.2597 loss_bbox_3: 0.1784 loss_giou_3: 0.3301 loss_ce_4: 0.2433 loss_bbox_4: 0.1781 loss_giou_4: 0.3265 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:36] d2.utils.events INFO: eta: 9:31:27 iter: 328399 total_loss: 5.203 loss_ce: 0.2384 loss_bbox: 0.1736 loss_giou: 0.3048 loss_ce_0: 0.466 loss_bbox_0: 0.2865 loss_giou_0: 0.4809 loss_ce_1: 0.3538 loss_bbox_1: 0.1993 loss_giou_1: 0.3703 loss_ce_2: 0.3014 loss_bbox_2: 0.1856 loss_giou_2: 0.3304 loss_ce_3: 0.257 loss_bbox_3: 0.1826 loss_giou_3: 0.3197 loss_ce_4: 0.2405 loss_bbox_4: 0.1741 loss_giou_4: 0.3098 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:42] d2.utils.events INFO: eta: 9:31:15 iter: 328419 total_loss: 5.207 loss_ce: 0.2462 loss_bbox: 0.1693 loss_giou: 0.3059 loss_ce_0: 0.4691 loss_bbox_0: 0.2873 loss_giou_0: 0.4732 loss_ce_1: 0.3544 loss_bbox_1: 0.2056 loss_giou_1: 0.3548 loss_ce_2: 0.2968 loss_bbox_2: 0.1846 loss_giou_2: 0.3259 loss_ce_3: 0.2644 loss_bbox_3: 0.175 loss_giou_3: 0.3164 loss_ce_4: 0.2437 loss_bbox_4: 0.1724 loss_giou_4: 0.3137 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:48] d2.utils.events INFO: eta: 9:31:23 iter: 328439 total_loss: 5.425 loss_ce: 0.2591 loss_bbox: 0.1726 loss_giou: 0.3309 loss_ce_0: 0.4674 loss_bbox_0: 0.302 loss_giou_0: 0.5211 loss_ce_1: 0.3611 loss_bbox_1: 0.2088 loss_giou_1: 0.3823 loss_ce_2: 0.3079 loss_bbox_2: 0.1848 loss_giou_2: 0.3496 loss_ce_3: 0.2715 loss_bbox_3: 0.1795 loss_giou_3: 0.344 loss_ce_4: 0.2568 loss_bbox_4: 0.1734 loss_giou_4: 0.3343 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:53] d2.utils.events INFO: eta: 9:31:03 iter: 328459 total_loss: 5.331 loss_ce: 0.2462 loss_bbox: 0.159 loss_giou: 0.3517 loss_ce_0: 0.4701 loss_bbox_0: 0.2787 loss_giou_0: 0.535 loss_ce_1: 0.3642 loss_bbox_1: 0.1914 loss_giou_1: 0.3935 loss_ce_2: 0.3036 loss_bbox_2: 0.1706 loss_giou_2: 0.3603 loss_ce_3: 0.2658 loss_bbox_3: 0.1656 loss_giou_3: 0.3581 loss_ce_4: 0.2504 loss_bbox_4: 0.1619 loss_giou_4: 0.3516 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 16:00:59] d2.utils.events INFO: eta: 9:30:51 iter: 328479 total_loss: 5.235 loss_ce: 0.2711 loss_bbox: 0.1645 loss_giou: 0.3186 loss_ce_0: 0.4624 loss_bbox_0: 0.2891 loss_giou_0: 0.4881 loss_ce_1: 0.3634 loss_bbox_1: 0.2012 loss_giou_1: 0.3726 loss_ce_2: 0.3117 loss_bbox_2: 0.1827 loss_giou_2: 0.3416 loss_ce_3: 0.2827 loss_bbox_3: 0.1742 loss_giou_3: 0.3327 loss_ce_4: 0.2743 loss_bbox_4: 0.1679 loss_giou_4: 0.3241 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:05] d2.utils.events INFO: eta: 9:30:42 iter: 328499 total_loss: 5.434 loss_ce: 0.2688 loss_bbox: 0.1785 loss_giou: 0.3312 loss_ce_0: 0.4788 loss_bbox_0: 0.3064 loss_giou_0: 0.4859 loss_ce_1: 0.3717 loss_bbox_1: 0.2262 loss_giou_1: 0.3775 loss_ce_2: 0.3301 loss_bbox_2: 0.1954 loss_giou_2: 0.3428 loss_ce_3: 0.2867 loss_bbox_3: 0.1884 loss_giou_3: 0.3443 loss_ce_4: 0.2723 loss_bbox_4: 0.1814 loss_giou_4: 0.3333 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:10] d2.utils.events INFO: eta: 9:30:36 iter: 328519 total_loss: 5.669 loss_ce: 0.2652 loss_bbox: 0.1929 loss_giou: 0.3337 loss_ce_0: 0.4844 loss_bbox_0: 0.3051 loss_giou_0: 0.508 loss_ce_1: 0.3865 loss_bbox_1: 0.2279 loss_giou_1: 0.3745 loss_ce_2: 0.3235 loss_bbox_2: 0.2011 loss_giou_2: 0.3539 loss_ce_3: 0.2845 loss_bbox_3: 0.1971 loss_giou_3: 0.3451 loss_ce_4: 0.2713 loss_bbox_4: 0.194 loss_giou_4: 0.3395 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:16] d2.utils.events INFO: eta: 9:30:38 iter: 328539 total_loss: 5.493 loss_ce: 0.2511 loss_bbox: 0.195 loss_giou: 0.3232 loss_ce_0: 0.476 loss_bbox_0: 0.3156 loss_giou_0: 0.5122 loss_ce_1: 0.3693 loss_bbox_1: 0.2235 loss_giou_1: 0.3685 loss_ce_2: 0.301 loss_bbox_2: 0.2049 loss_giou_2: 0.3521 loss_ce_3: 0.2641 loss_bbox_3: 0.1993 loss_giou_3: 0.3335 loss_ce_4: 0.2551 loss_bbox_4: 0.1922 loss_giou_4: 0.3273 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:22] d2.utils.events INFO: eta: 9:30:32 iter: 328559 total_loss: 5.163 loss_ce: 0.2475 loss_bbox: 0.1677 loss_giou: 0.3167 loss_ce_0: 0.4626 loss_bbox_0: 0.2894 loss_giou_0: 0.4762 loss_ce_1: 0.3506 loss_bbox_1: 0.2044 loss_giou_1: 0.3615 loss_ce_2: 0.2837 loss_bbox_2: 0.1821 loss_giou_2: 0.3352 loss_ce_3: 0.265 loss_bbox_3: 0.1744 loss_giou_3: 0.3233 loss_ce_4: 0.256 loss_bbox_4: 0.1691 loss_giou_4: 0.3143 time: 0.2799 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:27] d2.utils.events INFO: eta: 9:30:25 iter: 328579 total_loss: 5.495 loss_ce: 0.267 loss_bbox: 0.1653 loss_giou: 0.3419 loss_ce_0: 0.476 loss_bbox_0: 0.2778 loss_giou_0: 0.5284 loss_ce_1: 0.365 loss_bbox_1: 0.2049 loss_giou_1: 0.3963 loss_ce_2: 0.3157 loss_bbox_2: 0.1772 loss_giou_2: 0.3653 loss_ce_3: 0.2837 loss_bbox_3: 0.1756 loss_giou_3: 0.3493 loss_ce_4: 0.2596 loss_bbox_4: 0.1695 loss_giou_4: 0.3451 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:33] d2.utils.events INFO: eta: 9:30:14 iter: 328599 total_loss: 5.38 loss_ce: 0.2609 loss_bbox: 0.1732 loss_giou: 0.323 loss_ce_0: 0.4734 loss_bbox_0: 0.2855 loss_giou_0: 0.504 loss_ce_1: 0.3564 loss_bbox_1: 0.1974 loss_giou_1: 0.3667 loss_ce_2: 0.2901 loss_bbox_2: 0.183 loss_giou_2: 0.3429 loss_ce_3: 0.2603 loss_bbox_3: 0.18 loss_giou_3: 0.3323 loss_ce_4: 0.2542 loss_bbox_4: 0.1758 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:39] d2.utils.events INFO: eta: 9:30:06 iter: 328619 total_loss: 5.41 loss_ce: 0.2552 loss_bbox: 0.1752 loss_giou: 0.3188 loss_ce_0: 0.4627 loss_bbox_0: 0.3045 loss_giou_0: 0.4835 loss_ce_1: 0.3591 loss_bbox_1: 0.2146 loss_giou_1: 0.3676 loss_ce_2: 0.3074 loss_bbox_2: 0.1908 loss_giou_2: 0.3436 loss_ce_3: 0.2681 loss_bbox_3: 0.1864 loss_giou_3: 0.3271 loss_ce_4: 0.2519 loss_bbox_4: 0.1782 loss_giou_4: 0.3224 time: 0.2799 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:44] d2.utils.events INFO: eta: 9:30:01 iter: 328639 total_loss: 5.515 loss_ce: 0.2867 loss_bbox: 0.181 loss_giou: 0.3307 loss_ce_0: 0.4921 loss_bbox_0: 0.3077 loss_giou_0: 0.5305 loss_ce_1: 0.3916 loss_bbox_1: 0.2184 loss_giou_1: 0.3841 loss_ce_2: 0.3239 loss_bbox_2: 0.2047 loss_giou_2: 0.3505 loss_ce_3: 0.2961 loss_bbox_3: 0.1914 loss_giou_3: 0.3473 loss_ce_4: 0.2856 loss_bbox_4: 0.1843 loss_giou_4: 0.3354 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:50] d2.utils.events INFO: eta: 9:29:57 iter: 328659 total_loss: 5.345 loss_ce: 0.245 loss_bbox: 0.1632 loss_giou: 0.334 loss_ce_0: 0.4758 loss_bbox_0: 0.2925 loss_giou_0: 0.5324 loss_ce_1: 0.3582 loss_bbox_1: 0.1946 loss_giou_1: 0.3935 loss_ce_2: 0.301 loss_bbox_2: 0.1707 loss_giou_2: 0.352 loss_ce_3: 0.2682 loss_bbox_3: 0.1645 loss_giou_3: 0.3446 loss_ce_4: 0.2481 loss_bbox_4: 0.1623 loss_giou_4: 0.3391 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 16:01:56] d2.utils.events INFO: eta: 9:29:57 iter: 328679 total_loss: 5.403 loss_ce: 0.2583 loss_bbox: 0.1784 loss_giou: 0.3076 loss_ce_0: 0.4852 loss_bbox_0: 0.3166 loss_giou_0: 0.4968 loss_ce_1: 0.3661 loss_bbox_1: 0.2137 loss_giou_1: 0.3622 loss_ce_2: 0.3118 loss_bbox_2: 0.1946 loss_giou_2: 0.3264 loss_ce_3: 0.2653 loss_bbox_3: 0.1827 loss_giou_3: 0.3213 loss_ce_4: 0.2616 loss_bbox_4: 0.1821 loss_giou_4: 0.3094 time: 0.2799 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:02] d2.utils.events INFO: eta: 9:29:45 iter: 328699 total_loss: 5.468 loss_ce: 0.2653 loss_bbox: 0.1734 loss_giou: 0.3308 loss_ce_0: 0.4809 loss_bbox_0: 0.2959 loss_giou_0: 0.521 loss_ce_1: 0.3654 loss_bbox_1: 0.1991 loss_giou_1: 0.3794 loss_ce_2: 0.3182 loss_bbox_2: 0.1857 loss_giou_2: 0.3521 loss_ce_3: 0.2802 loss_bbox_3: 0.1764 loss_giou_3: 0.3375 loss_ce_4: 0.2696 loss_bbox_4: 0.169 loss_giou_4: 0.3332 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:07] d2.utils.events INFO: eta: 9:29:40 iter: 328719 total_loss: 4.996 loss_ce: 0.2448 loss_bbox: 0.1546 loss_giou: 0.2771 loss_ce_0: 0.4762 loss_bbox_0: 0.2828 loss_giou_0: 0.4656 loss_ce_1: 0.3639 loss_bbox_1: 0.1886 loss_giou_1: 0.3265 loss_ce_2: 0.2863 loss_bbox_2: 0.1671 loss_giou_2: 0.2939 loss_ce_3: 0.2606 loss_bbox_3: 0.1612 loss_giou_3: 0.2888 loss_ce_4: 0.2478 loss_bbox_4: 0.157 loss_giou_4: 0.2808 time: 0.2799 data_time: 0.0177 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:13] d2.utils.events INFO: eta: 9:29:15 iter: 328739 total_loss: 5.061 loss_ce: 0.2384 loss_bbox: 0.1659 loss_giou: 0.2952 loss_ce_0: 0.45 loss_bbox_0: 0.2905 loss_giou_0: 0.4466 loss_ce_1: 0.3609 loss_bbox_1: 0.196 loss_giou_1: 0.3306 loss_ce_2: 0.2883 loss_bbox_2: 0.1793 loss_giou_2: 0.3082 loss_ce_3: 0.2511 loss_bbox_3: 0.1781 loss_giou_3: 0.3052 loss_ce_4: 0.2484 loss_bbox_4: 0.1698 loss_giou_4: 0.3002 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:19] d2.utils.events INFO: eta: 9:29:11 iter: 328759 total_loss: 5.417 loss_ce: 0.251 loss_bbox: 0.182 loss_giou: 0.3281 loss_ce_0: 0.4749 loss_bbox_0: 0.2921 loss_giou_0: 0.5025 loss_ce_1: 0.3705 loss_bbox_1: 0.2058 loss_giou_1: 0.3789 loss_ce_2: 0.3052 loss_bbox_2: 0.1888 loss_giou_2: 0.3468 loss_ce_3: 0.2763 loss_bbox_3: 0.1873 loss_giou_3: 0.3386 loss_ce_4: 0.26 loss_bbox_4: 0.1869 loss_giou_4: 0.3343 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:24] d2.utils.events INFO: eta: 9:29:06 iter: 328779 total_loss: 5.262 loss_ce: 0.2439 loss_bbox: 0.1724 loss_giou: 0.3246 loss_ce_0: 0.4542 loss_bbox_0: 0.2813 loss_giou_0: 0.4865 loss_ce_1: 0.3504 loss_bbox_1: 0.1953 loss_giou_1: 0.359 loss_ce_2: 0.2952 loss_bbox_2: 0.182 loss_giou_2: 0.3378 loss_ce_3: 0.2639 loss_bbox_3: 0.1754 loss_giou_3: 0.3282 loss_ce_4: 0.2455 loss_bbox_4: 0.1702 loss_giou_4: 0.3245 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:30] d2.utils.events INFO: eta: 9:28:39 iter: 328799 total_loss: 5.184 loss_ce: 0.2457 loss_bbox: 0.182 loss_giou: 0.3091 loss_ce_0: 0.4686 loss_bbox_0: 0.2932 loss_giou_0: 0.4701 loss_ce_1: 0.3678 loss_bbox_1: 0.2059 loss_giou_1: 0.3577 loss_ce_2: 0.2997 loss_bbox_2: 0.1865 loss_giou_2: 0.329 loss_ce_3: 0.2632 loss_bbox_3: 0.1895 loss_giou_3: 0.32 loss_ce_4: 0.2501 loss_bbox_4: 0.1866 loss_giou_4: 0.3095 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:36] d2.utils.events INFO: eta: 9:28:32 iter: 328819 total_loss: 5.385 loss_ce: 0.2609 loss_bbox: 0.1856 loss_giou: 0.3055 loss_ce_0: 0.4741 loss_bbox_0: 0.3013 loss_giou_0: 0.4957 loss_ce_1: 0.3687 loss_bbox_1: 0.2169 loss_giou_1: 0.358 loss_ce_2: 0.3134 loss_bbox_2: 0.199 loss_giou_2: 0.3271 loss_ce_3: 0.2854 loss_bbox_3: 0.192 loss_giou_3: 0.314 loss_ce_4: 0.2636 loss_bbox_4: 0.1894 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:41] d2.utils.events INFO: eta: 9:28:24 iter: 328839 total_loss: 5.073 loss_ce: 0.2385 loss_bbox: 0.1696 loss_giou: 0.3026 loss_ce_0: 0.4507 loss_bbox_0: 0.2848 loss_giou_0: 0.464 loss_ce_1: 0.3439 loss_bbox_1: 0.203 loss_giou_1: 0.3392 loss_ce_2: 0.2978 loss_bbox_2: 0.1808 loss_giou_2: 0.3223 loss_ce_3: 0.2624 loss_bbox_3: 0.1759 loss_giou_3: 0.3092 loss_ce_4: 0.2452 loss_bbox_4: 0.1725 loss_giou_4: 0.3039 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:47] d2.utils.events INFO: eta: 9:28:18 iter: 328859 total_loss: 5.315 loss_ce: 0.2506 loss_bbox: 0.1647 loss_giou: 0.3264 loss_ce_0: 0.4599 loss_bbox_0: 0.2811 loss_giou_0: 0.4973 loss_ce_1: 0.3478 loss_bbox_1: 0.2004 loss_giou_1: 0.3749 loss_ce_2: 0.2954 loss_bbox_2: 0.1797 loss_giou_2: 0.3448 loss_ce_3: 0.2623 loss_bbox_3: 0.1695 loss_giou_3: 0.3362 loss_ce_4: 0.2485 loss_bbox_4: 0.1704 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:53] d2.utils.events INFO: eta: 9:28:14 iter: 328879 total_loss: 5.22 loss_ce: 0.2511 loss_bbox: 0.1743 loss_giou: 0.3083 loss_ce_0: 0.4586 loss_bbox_0: 0.2986 loss_giou_0: 0.4968 loss_ce_1: 0.3562 loss_bbox_1: 0.2047 loss_giou_1: 0.3577 loss_ce_2: 0.301 loss_bbox_2: 0.1807 loss_giou_2: 0.3362 loss_ce_3: 0.272 loss_bbox_3: 0.1792 loss_giou_3: 0.32 loss_ce_4: 0.2597 loss_bbox_4: 0.1716 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 16:02:58] d2.utils.events INFO: eta: 9:28:06 iter: 328899 total_loss: 5.116 loss_ce: 0.2391 loss_bbox: 0.1607 loss_giou: 0.3127 loss_ce_0: 0.4624 loss_bbox_0: 0.2839 loss_giou_0: 0.4952 loss_ce_1: 0.3499 loss_bbox_1: 0.1943 loss_giou_1: 0.3567 loss_ce_2: 0.2902 loss_bbox_2: 0.1719 loss_giou_2: 0.3289 loss_ce_3: 0.2564 loss_bbox_3: 0.1669 loss_giou_3: 0.3162 loss_ce_4: 0.2441 loss_bbox_4: 0.1632 loss_giou_4: 0.3133 time: 0.2799 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:04] d2.utils.events INFO: eta: 9:27:58 iter: 328919 total_loss: 5.544 loss_ce: 0.2498 loss_bbox: 0.1883 loss_giou: 0.3266 loss_ce_0: 0.4732 loss_bbox_0: 0.3007 loss_giou_0: 0.5008 loss_ce_1: 0.3661 loss_bbox_1: 0.2173 loss_giou_1: 0.3724 loss_ce_2: 0.3 loss_bbox_2: 0.204 loss_giou_2: 0.3449 loss_ce_3: 0.2756 loss_bbox_3: 0.1952 loss_giou_3: 0.3285 loss_ce_4: 0.2521 loss_bbox_4: 0.1919 loss_giou_4: 0.3274 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:10] d2.utils.events INFO: eta: 9:27:47 iter: 328939 total_loss: 5.317 loss_ce: 0.2429 loss_bbox: 0.1599 loss_giou: 0.3241 loss_ce_0: 0.4594 loss_bbox_0: 0.2736 loss_giou_0: 0.4933 loss_ce_1: 0.3474 loss_bbox_1: 0.1868 loss_giou_1: 0.3695 loss_ce_2: 0.2909 loss_bbox_2: 0.1647 loss_giou_2: 0.3448 loss_ce_3: 0.2603 loss_bbox_3: 0.1654 loss_giou_3: 0.336 loss_ce_4: 0.2441 loss_bbox_4: 0.1634 loss_giou_4: 0.3251 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:15] d2.utils.events INFO: eta: 9:27:40 iter: 328959 total_loss: 5.199 loss_ce: 0.2447 loss_bbox: 0.1678 loss_giou: 0.3078 loss_ce_0: 0.4842 loss_bbox_0: 0.2852 loss_giou_0: 0.4855 loss_ce_1: 0.375 loss_bbox_1: 0.1933 loss_giou_1: 0.3502 loss_ce_2: 0.3069 loss_bbox_2: 0.1767 loss_giou_2: 0.3275 loss_ce_3: 0.2731 loss_bbox_3: 0.1737 loss_giou_3: 0.3179 loss_ce_4: 0.2505 loss_bbox_4: 0.1665 loss_giou_4: 0.3065 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:21] d2.utils.events INFO: eta: 9:27:19 iter: 328979 total_loss: 5.232 loss_ce: 0.2448 loss_bbox: 0.1593 loss_giou: 0.3239 loss_ce_0: 0.4847 loss_bbox_0: 0.274 loss_giou_0: 0.4925 loss_ce_1: 0.3646 loss_bbox_1: 0.1924 loss_giou_1: 0.3679 loss_ce_2: 0.3016 loss_bbox_2: 0.1715 loss_giou_2: 0.3392 loss_ce_3: 0.2701 loss_bbox_3: 0.1662 loss_giou_3: 0.3325 loss_ce_4: 0.2532 loss_bbox_4: 0.1612 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:27] d2.utils.events INFO: eta: 9:27:14 iter: 328999 total_loss: 5.408 loss_ce: 0.2605 loss_bbox: 0.1666 loss_giou: 0.312 loss_ce_0: 0.4643 loss_bbox_0: 0.2898 loss_giou_0: 0.4745 loss_ce_1: 0.368 loss_bbox_1: 0.1898 loss_giou_1: 0.3509 loss_ce_2: 0.3174 loss_bbox_2: 0.1826 loss_giou_2: 0.3256 loss_ce_3: 0.2716 loss_bbox_3: 0.1712 loss_giou_3: 0.3241 loss_ce_4: 0.2598 loss_bbox_4: 0.1731 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:33] d2.utils.events INFO: eta: 9:27:03 iter: 329019 total_loss: 5.28 loss_ce: 0.2505 loss_bbox: 0.1744 loss_giou: 0.325 loss_ce_0: 0.4772 loss_bbox_0: 0.2917 loss_giou_0: 0.4987 loss_ce_1: 0.3656 loss_bbox_1: 0.1937 loss_giou_1: 0.3684 loss_ce_2: 0.3124 loss_bbox_2: 0.1777 loss_giou_2: 0.3431 loss_ce_3: 0.2654 loss_bbox_3: 0.1791 loss_giou_3: 0.3339 loss_ce_4: 0.2487 loss_bbox_4: 0.1788 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:38] d2.utils.events INFO: eta: 9:27:12 iter: 329039 total_loss: 5.125 loss_ce: 0.2358 loss_bbox: 0.1725 loss_giou: 0.3173 loss_ce_0: 0.4647 loss_bbox_0: 0.3024 loss_giou_0: 0.4851 loss_ce_1: 0.3436 loss_bbox_1: 0.2101 loss_giou_1: 0.3617 loss_ce_2: 0.2872 loss_bbox_2: 0.1922 loss_giou_2: 0.3337 loss_ce_3: 0.2547 loss_bbox_3: 0.1799 loss_giou_3: 0.325 loss_ce_4: 0.2429 loss_bbox_4: 0.183 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0197 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:44] d2.utils.events INFO: eta: 9:27:00 iter: 329059 total_loss: 5.064 loss_ce: 0.2526 loss_bbox: 0.1721 loss_giou: 0.3113 loss_ce_0: 0.4587 loss_bbox_0: 0.2847 loss_giou_0: 0.5095 loss_ce_1: 0.3566 loss_bbox_1: 0.2099 loss_giou_1: 0.3625 loss_ce_2: 0.3042 loss_bbox_2: 0.1892 loss_giou_2: 0.3341 loss_ce_3: 0.2681 loss_bbox_3: 0.1811 loss_giou_3: 0.3246 loss_ce_4: 0.2572 loss_bbox_4: 0.1719 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:50] d2.utils.events INFO: eta: 9:27:01 iter: 329079 total_loss: 5.054 loss_ce: 0.2267 loss_bbox: 0.1685 loss_giou: 0.3171 loss_ce_0: 0.4502 loss_bbox_0: 0.2934 loss_giou_0: 0.4833 loss_ce_1: 0.339 loss_bbox_1: 0.2057 loss_giou_1: 0.3633 loss_ce_2: 0.274 loss_bbox_2: 0.1842 loss_giou_2: 0.3282 loss_ce_3: 0.2372 loss_bbox_3: 0.175 loss_giou_3: 0.3197 loss_ce_4: 0.2278 loss_bbox_4: 0.1692 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:03:55] d2.utils.events INFO: eta: 9:26:55 iter: 329099 total_loss: 5.292 loss_ce: 0.257 loss_bbox: 0.1677 loss_giou: 0.3122 loss_ce_0: 0.474 loss_bbox_0: 0.2902 loss_giou_0: 0.487 loss_ce_1: 0.3663 loss_bbox_1: 0.2032 loss_giou_1: 0.3572 loss_ce_2: 0.3116 loss_bbox_2: 0.1859 loss_giou_2: 0.336 loss_ce_3: 0.2645 loss_bbox_3: 0.1757 loss_giou_3: 0.3245 loss_ce_4: 0.258 loss_bbox_4: 0.1706 loss_giou_4: 0.3212 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:01] d2.utils.events INFO: eta: 9:26:57 iter: 329119 total_loss: 5.236 loss_ce: 0.2392 loss_bbox: 0.1668 loss_giou: 0.3185 loss_ce_0: 0.4718 loss_bbox_0: 0.2964 loss_giou_0: 0.491 loss_ce_1: 0.3712 loss_bbox_1: 0.2062 loss_giou_1: 0.3677 loss_ce_2: 0.2951 loss_bbox_2: 0.185 loss_giou_2: 0.3387 loss_ce_3: 0.2518 loss_bbox_3: 0.1762 loss_giou_3: 0.3318 loss_ce_4: 0.2422 loss_bbox_4: 0.1719 loss_giou_4: 0.3264 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:07] d2.utils.events INFO: eta: 9:26:44 iter: 329139 total_loss: 5.462 loss_ce: 0.267 loss_bbox: 0.1697 loss_giou: 0.334 loss_ce_0: 0.4916 loss_bbox_0: 0.2983 loss_giou_0: 0.5321 loss_ce_1: 0.3636 loss_bbox_1: 0.1988 loss_giou_1: 0.3786 loss_ce_2: 0.3175 loss_bbox_2: 0.1808 loss_giou_2: 0.3565 loss_ce_3: 0.2864 loss_bbox_3: 0.1764 loss_giou_3: 0.3466 loss_ce_4: 0.2734 loss_bbox_4: 0.1708 loss_giou_4: 0.3358 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:13] d2.utils.events INFO: eta: 9:26:43 iter: 329159 total_loss: 5.123 loss_ce: 0.2254 loss_bbox: 0.1687 loss_giou: 0.3231 loss_ce_0: 0.4544 loss_bbox_0: 0.2926 loss_giou_0: 0.4868 loss_ce_1: 0.3351 loss_bbox_1: 0.1951 loss_giou_1: 0.3643 loss_ce_2: 0.2657 loss_bbox_2: 0.1777 loss_giou_2: 0.3331 loss_ce_3: 0.2337 loss_bbox_3: 0.1725 loss_giou_3: 0.3278 loss_ce_4: 0.2282 loss_bbox_4: 0.1695 loss_giou_4: 0.3247 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:18] d2.utils.events INFO: eta: 9:26:48 iter: 329179 total_loss: 5.002 loss_ce: 0.229 loss_bbox: 0.1626 loss_giou: 0.315 loss_ce_0: 0.4589 loss_bbox_0: 0.2832 loss_giou_0: 0.4741 loss_ce_1: 0.3459 loss_bbox_1: 0.1929 loss_giou_1: 0.3554 loss_ce_2: 0.2842 loss_bbox_2: 0.1766 loss_giou_2: 0.3266 loss_ce_3: 0.2526 loss_bbox_3: 0.1693 loss_giou_3: 0.3178 loss_ce_4: 0.234 loss_bbox_4: 0.1663 loss_giou_4: 0.3125 time: 0.2799 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:24] d2.utils.events INFO: eta: 9:26:16 iter: 329199 total_loss: 5.157 loss_ce: 0.236 loss_bbox: 0.164 loss_giou: 0.3171 loss_ce_0: 0.4515 loss_bbox_0: 0.2824 loss_giou_0: 0.4759 loss_ce_1: 0.3505 loss_bbox_1: 0.1937 loss_giou_1: 0.3521 loss_ce_2: 0.2968 loss_bbox_2: 0.1751 loss_giou_2: 0.3312 loss_ce_3: 0.2625 loss_bbox_3: 0.17 loss_giou_3: 0.3242 loss_ce_4: 0.2421 loss_bbox_4: 0.1686 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:30] d2.utils.events INFO: eta: 9:26:12 iter: 329219 total_loss: 5.269 loss_ce: 0.2511 loss_bbox: 0.1553 loss_giou: 0.324 loss_ce_0: 0.4687 loss_bbox_0: 0.277 loss_giou_0: 0.5094 loss_ce_1: 0.3644 loss_bbox_1: 0.1922 loss_giou_1: 0.3728 loss_ce_2: 0.3046 loss_bbox_2: 0.1678 loss_giou_2: 0.3493 loss_ce_3: 0.2706 loss_bbox_3: 0.1646 loss_giou_3: 0.3362 loss_ce_4: 0.2582 loss_bbox_4: 0.1575 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:35] d2.utils.events INFO: eta: 9:26:16 iter: 329239 total_loss: 5.616 loss_ce: 0.2619 loss_bbox: 0.1795 loss_giou: 0.3431 loss_ce_0: 0.4687 loss_bbox_0: 0.2971 loss_giou_0: 0.5253 loss_ce_1: 0.365 loss_bbox_1: 0.2118 loss_giou_1: 0.4086 loss_ce_2: 0.3031 loss_bbox_2: 0.1911 loss_giou_2: 0.3663 loss_ce_3: 0.2811 loss_bbox_3: 0.1822 loss_giou_3: 0.3493 loss_ce_4: 0.2567 loss_bbox_4: 0.1829 loss_giou_4: 0.3481 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:41] d2.utils.events INFO: eta: 9:26:17 iter: 329259 total_loss: 5.502 loss_ce: 0.2554 loss_bbox: 0.1738 loss_giou: 0.3299 loss_ce_0: 0.478 loss_bbox_0: 0.2979 loss_giou_0: 0.4976 loss_ce_1: 0.361 loss_bbox_1: 0.2111 loss_giou_1: 0.374 loss_ce_2: 0.3062 loss_bbox_2: 0.191 loss_giou_2: 0.3436 loss_ce_3: 0.2779 loss_bbox_3: 0.1789 loss_giou_3: 0.3365 loss_ce_4: 0.2755 loss_bbox_4: 0.1743 loss_giou_4: 0.3366 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:47] d2.utils.events INFO: eta: 9:26:16 iter: 329279 total_loss: 5.847 loss_ce: 0.2761 loss_bbox: 0.192 loss_giou: 0.3239 loss_ce_0: 0.4782 loss_bbox_0: 0.3079 loss_giou_0: 0.5095 loss_ce_1: 0.3692 loss_bbox_1: 0.2239 loss_giou_1: 0.3791 loss_ce_2: 0.3233 loss_bbox_2: 0.2006 loss_giou_2: 0.3437 loss_ce_3: 0.2817 loss_bbox_3: 0.2002 loss_giou_3: 0.3367 loss_ce_4: 0.2812 loss_bbox_4: 0.1946 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:52] d2.utils.events INFO: eta: 9:26:06 iter: 329299 total_loss: 5.351 loss_ce: 0.2539 loss_bbox: 0.166 loss_giou: 0.3208 loss_ce_0: 0.468 loss_bbox_0: 0.3042 loss_giou_0: 0.5022 loss_ce_1: 0.3536 loss_bbox_1: 0.2092 loss_giou_1: 0.3822 loss_ce_2: 0.2955 loss_bbox_2: 0.1864 loss_giou_2: 0.3436 loss_ce_3: 0.2645 loss_bbox_3: 0.1764 loss_giou_3: 0.3383 loss_ce_4: 0.2528 loss_bbox_4: 0.1698 loss_giou_4: 0.3284 time: 0.2799 data_time: 0.0204 lr: 2.5e-05 max_mem: 5427M [11/03 16:04:58] d2.utils.events INFO: eta: 9:26:14 iter: 329319 total_loss: 5.691 loss_ce: 0.2619 loss_bbox: 0.1787 loss_giou: 0.3351 loss_ce_0: 0.4767 loss_bbox_0: 0.3055 loss_giou_0: 0.5349 loss_ce_1: 0.3848 loss_bbox_1: 0.2174 loss_giou_1: 0.3895 loss_ce_2: 0.3197 loss_bbox_2: 0.1922 loss_giou_2: 0.3695 loss_ce_3: 0.2867 loss_bbox_3: 0.1863 loss_giou_3: 0.3637 loss_ce_4: 0.2627 loss_bbox_4: 0.1853 loss_giou_4: 0.3519 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:04] d2.utils.events INFO: eta: 9:26:04 iter: 329339 total_loss: 5.161 loss_ce: 0.2336 loss_bbox: 0.1735 loss_giou: 0.3147 loss_ce_0: 0.4445 loss_bbox_0: 0.2834 loss_giou_0: 0.4707 loss_ce_1: 0.3417 loss_bbox_1: 0.2012 loss_giou_1: 0.3563 loss_ce_2: 0.2738 loss_bbox_2: 0.1846 loss_giou_2: 0.3343 loss_ce_3: 0.247 loss_bbox_3: 0.179 loss_giou_3: 0.3212 loss_ce_4: 0.2319 loss_bbox_4: 0.1804 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:09] d2.utils.events INFO: eta: 9:25:56 iter: 329359 total_loss: 5.394 loss_ce: 0.2471 loss_bbox: 0.1686 loss_giou: 0.3397 loss_ce_0: 0.4749 loss_bbox_0: 0.2971 loss_giou_0: 0.5055 loss_ce_1: 0.3621 loss_bbox_1: 0.2052 loss_giou_1: 0.3867 loss_ce_2: 0.2944 loss_bbox_2: 0.188 loss_giou_2: 0.3697 loss_ce_3: 0.2675 loss_bbox_3: 0.1779 loss_giou_3: 0.3531 loss_ce_4: 0.2495 loss_bbox_4: 0.172 loss_giou_4: 0.3452 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:15] d2.utils.events INFO: eta: 9:26:00 iter: 329379 total_loss: 5.358 loss_ce: 0.2474 loss_bbox: 0.1794 loss_giou: 0.3202 loss_ce_0: 0.4644 loss_bbox_0: 0.2992 loss_giou_0: 0.5032 loss_ce_1: 0.3477 loss_bbox_1: 0.2103 loss_giou_1: 0.3736 loss_ce_2: 0.29 loss_bbox_2: 0.1939 loss_giou_2: 0.349 loss_ce_3: 0.2706 loss_bbox_3: 0.1851 loss_giou_3: 0.335 loss_ce_4: 0.2598 loss_bbox_4: 0.1825 loss_giou_4: 0.3217 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:21] d2.utils.events INFO: eta: 9:25:54 iter: 329399 total_loss: 5.244 loss_ce: 0.2461 loss_bbox: 0.1797 loss_giou: 0.3222 loss_ce_0: 0.4637 loss_bbox_0: 0.2934 loss_giou_0: 0.4924 loss_ce_1: 0.3599 loss_bbox_1: 0.2116 loss_giou_1: 0.3736 loss_ce_2: 0.2931 loss_bbox_2: 0.1899 loss_giou_2: 0.3385 loss_ce_3: 0.2669 loss_bbox_3: 0.1861 loss_giou_3: 0.3304 loss_ce_4: 0.2531 loss_bbox_4: 0.1808 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:26] d2.utils.events INFO: eta: 9:25:42 iter: 329419 total_loss: 5.27 loss_ce: 0.2427 loss_bbox: 0.1807 loss_giou: 0.3173 loss_ce_0: 0.4688 loss_bbox_0: 0.3049 loss_giou_0: 0.4691 loss_ce_1: 0.3603 loss_bbox_1: 0.2081 loss_giou_1: 0.3604 loss_ce_2: 0.3117 loss_bbox_2: 0.1874 loss_giou_2: 0.3289 loss_ce_3: 0.27 loss_bbox_3: 0.1812 loss_giou_3: 0.3204 loss_ce_4: 0.2452 loss_bbox_4: 0.1814 loss_giou_4: 0.3178 time: 0.2799 data_time: 0.0194 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:32] d2.utils.events INFO: eta: 9:25:21 iter: 329439 total_loss: 5.474 loss_ce: 0.2694 loss_bbox: 0.1594 loss_giou: 0.3137 loss_ce_0: 0.4751 loss_bbox_0: 0.2873 loss_giou_0: 0.4925 loss_ce_1: 0.3639 loss_bbox_1: 0.2002 loss_giou_1: 0.3634 loss_ce_2: 0.3145 loss_bbox_2: 0.1724 loss_giou_2: 0.3308 loss_ce_3: 0.2816 loss_bbox_3: 0.1676 loss_giou_3: 0.319 loss_ce_4: 0.2688 loss_bbox_4: 0.1629 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:38] d2.utils.events INFO: eta: 9:25:19 iter: 329459 total_loss: 5.485 loss_ce: 0.2588 loss_bbox: 0.177 loss_giou: 0.3345 loss_ce_0: 0.4829 loss_bbox_0: 0.3038 loss_giou_0: 0.5076 loss_ce_1: 0.3745 loss_bbox_1: 0.2164 loss_giou_1: 0.3803 loss_ce_2: 0.3083 loss_bbox_2: 0.1959 loss_giou_2: 0.357 loss_ce_3: 0.2756 loss_bbox_3: 0.1794 loss_giou_3: 0.3457 loss_ce_4: 0.2599 loss_bbox_4: 0.178 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0202 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:43] d2.utils.events INFO: eta: 9:25:13 iter: 329479 total_loss: 5.361 loss_ce: 0.2584 loss_bbox: 0.1677 loss_giou: 0.3244 loss_ce_0: 0.4843 loss_bbox_0: 0.2935 loss_giou_0: 0.5091 loss_ce_1: 0.3706 loss_bbox_1: 0.2059 loss_giou_1: 0.3813 loss_ce_2: 0.3036 loss_bbox_2: 0.1799 loss_giou_2: 0.3473 loss_ce_3: 0.274 loss_bbox_3: 0.1768 loss_giou_3: 0.3357 loss_ce_4: 0.2519 loss_bbox_4: 0.1696 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0205 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:49] d2.utils.events INFO: eta: 9:25:19 iter: 329499 total_loss: 5.31 loss_ce: 0.2467 loss_bbox: 0.1621 loss_giou: 0.3271 loss_ce_0: 0.4693 loss_bbox_0: 0.2797 loss_giou_0: 0.5055 loss_ce_1: 0.3601 loss_bbox_1: 0.1946 loss_giou_1: 0.3788 loss_ce_2: 0.2867 loss_bbox_2: 0.1793 loss_giou_2: 0.3476 loss_ce_3: 0.2588 loss_bbox_3: 0.1705 loss_giou_3: 0.3308 loss_ce_4: 0.2425 loss_bbox_4: 0.1654 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 16:05:55] d2.utils.events INFO: eta: 9:25:20 iter: 329519 total_loss: 5.173 loss_ce: 0.2347 loss_bbox: 0.1802 loss_giou: 0.2986 loss_ce_0: 0.4635 loss_bbox_0: 0.293 loss_giou_0: 0.4535 loss_ce_1: 0.3543 loss_bbox_1: 0.2127 loss_giou_1: 0.3342 loss_ce_2: 0.2957 loss_bbox_2: 0.1912 loss_giou_2: 0.3169 loss_ce_3: 0.2532 loss_bbox_3: 0.1918 loss_giou_3: 0.3076 loss_ce_4: 0.2367 loss_bbox_4: 0.1851 loss_giou_4: 0.3019 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:00] d2.utils.events INFO: eta: 9:25:06 iter: 329539 total_loss: 5.054 loss_ce: 0.2311 loss_bbox: 0.1553 loss_giou: 0.3 loss_ce_0: 0.4721 loss_bbox_0: 0.2856 loss_giou_0: 0.492 loss_ce_1: 0.3507 loss_bbox_1: 0.1891 loss_giou_1: 0.3622 loss_ce_2: 0.294 loss_bbox_2: 0.1713 loss_giou_2: 0.3239 loss_ce_3: 0.2492 loss_bbox_3: 0.1675 loss_giou_3: 0.3124 loss_ce_4: 0.233 loss_bbox_4: 0.1581 loss_giou_4: 0.3052 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:06] d2.utils.events INFO: eta: 9:25:08 iter: 329559 total_loss: 5.254 loss_ce: 0.2377 loss_bbox: 0.1821 loss_giou: 0.3112 loss_ce_0: 0.4699 loss_bbox_0: 0.3033 loss_giou_0: 0.4797 loss_ce_1: 0.3514 loss_bbox_1: 0.2166 loss_giou_1: 0.3519 loss_ce_2: 0.2958 loss_bbox_2: 0.1884 loss_giou_2: 0.322 loss_ce_3: 0.2464 loss_bbox_3: 0.1877 loss_giou_3: 0.318 loss_ce_4: 0.2424 loss_bbox_4: 0.1811 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:12] d2.utils.events INFO: eta: 9:24:54 iter: 329579 total_loss: 5.443 loss_ce: 0.2619 loss_bbox: 0.1724 loss_giou: 0.3306 loss_ce_0: 0.4726 loss_bbox_0: 0.3034 loss_giou_0: 0.5094 loss_ce_1: 0.3672 loss_bbox_1: 0.1983 loss_giou_1: 0.377 loss_ce_2: 0.3091 loss_bbox_2: 0.1846 loss_giou_2: 0.3535 loss_ce_3: 0.2751 loss_bbox_3: 0.18 loss_giou_3: 0.3393 loss_ce_4: 0.2562 loss_bbox_4: 0.1719 loss_giou_4: 0.336 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:17] d2.utils.events INFO: eta: 9:24:45 iter: 329599 total_loss: 5.558 loss_ce: 0.2685 loss_bbox: 0.1834 loss_giou: 0.3292 loss_ce_0: 0.4799 loss_bbox_0: 0.3092 loss_giou_0: 0.4976 loss_ce_1: 0.3806 loss_bbox_1: 0.2142 loss_giou_1: 0.3744 loss_ce_2: 0.313 loss_bbox_2: 0.1933 loss_giou_2: 0.3545 loss_ce_3: 0.2865 loss_bbox_3: 0.1873 loss_giou_3: 0.3397 loss_ce_4: 0.2785 loss_bbox_4: 0.1843 loss_giou_4: 0.3351 time: 0.2799 data_time: 0.0203 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:23] d2.utils.events INFO: eta: 9:24:25 iter: 329619 total_loss: 5.286 loss_ce: 0.2742 loss_bbox: 0.1645 loss_giou: 0.3314 loss_ce_0: 0.4799 loss_bbox_0: 0.2885 loss_giou_0: 0.5078 loss_ce_1: 0.371 loss_bbox_1: 0.2098 loss_giou_1: 0.3736 loss_ce_2: 0.319 loss_bbox_2: 0.1826 loss_giou_2: 0.3466 loss_ce_3: 0.2817 loss_bbox_3: 0.1737 loss_giou_3: 0.3377 loss_ce_4: 0.2667 loss_bbox_4: 0.1661 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:29] d2.utils.events INFO: eta: 9:24:21 iter: 329639 total_loss: 5.275 loss_ce: 0.2604 loss_bbox: 0.173 loss_giou: 0.3038 loss_ce_0: 0.4837 loss_bbox_0: 0.2942 loss_giou_0: 0.4696 loss_ce_1: 0.3751 loss_bbox_1: 0.2076 loss_giou_1: 0.3577 loss_ce_2: 0.3044 loss_bbox_2: 0.1858 loss_giou_2: 0.3412 loss_ce_3: 0.2817 loss_bbox_3: 0.1822 loss_giou_3: 0.3243 loss_ce_4: 0.2644 loss_bbox_4: 0.1782 loss_giou_4: 0.3112 time: 0.2799 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:34] d2.utils.events INFO: eta: 9:24:09 iter: 329659 total_loss: 5.404 loss_ce: 0.2555 loss_bbox: 0.1745 loss_giou: 0.3255 loss_ce_0: 0.48 loss_bbox_0: 0.2999 loss_giou_0: 0.5042 loss_ce_1: 0.363 loss_bbox_1: 0.2045 loss_giou_1: 0.3705 loss_ce_2: 0.3064 loss_bbox_2: 0.1822 loss_giou_2: 0.3466 loss_ce_3: 0.2731 loss_bbox_3: 0.1764 loss_giou_3: 0.3359 loss_ce_4: 0.2567 loss_bbox_4: 0.1751 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:40] d2.utils.events INFO: eta: 9:24:02 iter: 329679 total_loss: 5.263 loss_ce: 0.2571 loss_bbox: 0.167 loss_giou: 0.3073 loss_ce_0: 0.4813 loss_bbox_0: 0.2911 loss_giou_0: 0.5132 loss_ce_1: 0.3664 loss_bbox_1: 0.2012 loss_giou_1: 0.3621 loss_ce_2: 0.3138 loss_bbox_2: 0.1816 loss_giou_2: 0.3325 loss_ce_3: 0.2604 loss_bbox_3: 0.1722 loss_giou_3: 0.3195 loss_ce_4: 0.2534 loss_bbox_4: 0.1698 loss_giou_4: 0.3137 time: 0.2799 data_time: 0.0192 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:46] d2.utils.events INFO: eta: 9:23:48 iter: 329699 total_loss: 5.394 loss_ce: 0.26 loss_bbox: 0.1923 loss_giou: 0.304 loss_ce_0: 0.4628 loss_bbox_0: 0.2992 loss_giou_0: 0.4509 loss_ce_1: 0.3544 loss_bbox_1: 0.2151 loss_giou_1: 0.3485 loss_ce_2: 0.3095 loss_bbox_2: 0.2015 loss_giou_2: 0.322 loss_ce_3: 0.2659 loss_bbox_3: 0.1986 loss_giou_3: 0.3128 loss_ce_4: 0.2588 loss_bbox_4: 0.1933 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:51] d2.utils.events INFO: eta: 9:23:38 iter: 329719 total_loss: 5.421 loss_ce: 0.2557 loss_bbox: 0.1723 loss_giou: 0.3463 loss_ce_0: 0.4716 loss_bbox_0: 0.2949 loss_giou_0: 0.5109 loss_ce_1: 0.3562 loss_bbox_1: 0.2026 loss_giou_1: 0.3976 loss_ce_2: 0.3089 loss_bbox_2: 0.1833 loss_giou_2: 0.3579 loss_ce_3: 0.2729 loss_bbox_3: 0.1841 loss_giou_3: 0.3562 loss_ce_4: 0.2602 loss_bbox_4: 0.1757 loss_giou_4: 0.3504 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 16:06:57] d2.utils.events INFO: eta: 9:23:44 iter: 329739 total_loss: 5.308 loss_ce: 0.2528 loss_bbox: 0.1695 loss_giou: 0.3276 loss_ce_0: 0.4778 loss_bbox_0: 0.2837 loss_giou_0: 0.522 loss_ce_1: 0.3777 loss_bbox_1: 0.201 loss_giou_1: 0.3873 loss_ce_2: 0.3085 loss_bbox_2: 0.1859 loss_giou_2: 0.3537 loss_ce_3: 0.2664 loss_bbox_3: 0.1803 loss_giou_3: 0.3431 loss_ce_4: 0.2624 loss_bbox_4: 0.175 loss_giou_4: 0.3312 time: 0.2799 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 16:07:03] d2.utils.events INFO: eta: 9:23:39 iter: 329759 total_loss: 5.176 loss_ce: 0.2481 loss_bbox: 0.1619 loss_giou: 0.3204 loss_ce_0: 0.4745 loss_bbox_0: 0.2817 loss_giou_0: 0.4851 loss_ce_1: 0.3618 loss_bbox_1: 0.2023 loss_giou_1: 0.3613 loss_ce_2: 0.2958 loss_bbox_2: 0.1778 loss_giou_2: 0.3305 loss_ce_3: 0.2595 loss_bbox_3: 0.1721 loss_giou_3: 0.326 loss_ce_4: 0.2458 loss_bbox_4: 0.1699 loss_giou_4: 0.3178 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 16:07:09] d2.utils.events INFO: eta: 9:23:33 iter: 329779 total_loss: 5.439 loss_ce: 0.2678 loss_bbox: 0.1712 loss_giou: 0.315 loss_ce_0: 0.4923 loss_bbox_0: 0.315 loss_giou_0: 0.4824 loss_ce_1: 0.3706 loss_bbox_1: 0.2134 loss_giou_1: 0.3609 loss_ce_2: 0.3208 loss_bbox_2: 0.1892 loss_giou_2: 0.3346 loss_ce_3: 0.2936 loss_bbox_3: 0.1794 loss_giou_3: 0.3221 loss_ce_4: 0.2844 loss_bbox_4: 0.174 loss_giou_4: 0.3197 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 16:07:14] d2.utils.events INFO: eta: 9:23:30 iter: 329799 total_loss: 5.18 loss_ce: 0.2457 loss_bbox: 0.1548 loss_giou: 0.318 loss_ce_0: 0.4739 loss_bbox_0: 0.2814 loss_giou_0: 0.5087 loss_ce_1: 0.3559 loss_bbox_1: 0.1902 loss_giou_1: 0.3608 loss_ce_2: 0.2886 loss_bbox_2: 0.1661 loss_giou_2: 0.3345 loss_ce_3: 0.2573 loss_bbox_3: 0.1616 loss_giou_3: 0.3274 loss_ce_4: 0.2457 loss_bbox_4: 0.1593 loss_giou_4: 0.317 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 16:07:20] d2.utils.events INFO: eta: 9:23:29 iter: 329819 total_loss: 5.342 loss_ce: 0.2518 loss_bbox: 0.1667 loss_giou: 0.3321 loss_ce_0: 0.478 loss_bbox_0: 0.2893 loss_giou_0: 0.5141 loss_ce_1: 0.3465 loss_bbox_1: 0.2026 loss_giou_1: 0.381 loss_ce_2: 0.2968 loss_bbox_2: 0.1905 loss_giou_2: 0.3524 loss_ce_3: 0.258 loss_bbox_3: 0.1792 loss_giou_3: 0.351 loss_ce_4: 0.2506 loss_bbox_4: 0.1761 loss_giou_4: 0.3398 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 16:07:26] d2.utils.events INFO: eta: 9:23:34 iter: 329839 total_loss: 5.359 loss_ce: 0.2587 loss_bbox: 0.1857 loss_giou: 0.3194 loss_ce_0: 0.4724 loss_bbox_0: 0.2911 loss_giou_0: 0.5013 loss_ce_1: 0.3616 loss_bbox_1: 0.2101 loss_giou_1: 0.3668 loss_ce_2: 0.309 loss_bbox_2: 0.1888 loss_giou_2: 0.3365 loss_ce_3: 0.2705 loss_bbox_3: 0.1824 loss_giou_3: 0.3262 loss_ce_4: 0.264 loss_bbox_4: 0.1866 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0186 lr: 2.5e-05 max_mem: 5427M [11/03 16:07:29] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 16:07:29] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 16:07:29] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 16:07:29] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 16:07:29] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 16:07:30] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 16:07:36] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0388 s/iter. Eval: 0.0003 s/iter. Total: 0.0400 s/iter. ETA=0:00:24 [11/03 16:07:41] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0029 s/iter. Inference: 0.0486 s/iter. Eval: 0.0005 s/iter. Total: 0.0520 s/iter. ETA=0:00:26 [11/03 16:07:46] d2.evaluation.evaluator INFO: Inference done 182/625. Dataloading: 0.0095 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0583 s/iter. ETA=0:00:25 [11/03 16:07:51] d2.evaluation.evaluator INFO: Inference done 277/625. Dataloading: 0.0072 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0563 s/iter. ETA=0:00:19 [11/03 16:07:56] d2.evaluation.evaluator INFO: Inference done 373/625. Dataloading: 0.0059 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0552 s/iter. ETA=0:00:13 [11/03 16:08:01] d2.evaluation.evaluator INFO: Inference done 468/625. Dataloading: 0.0053 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0547 s/iter. ETA=0:00:08 [11/03 16:08:07] d2.evaluation.evaluator INFO: Inference done 561/625. Dataloading: 0.0049 s/iter. Inference: 0.0504 s/iter. Eval: 0.0004 s/iter. Total: 0.0558 s/iter. ETA=0:00:03 [11/03 16:08:10] d2.evaluation.evaluator INFO: Total inference time: 0:00:34.133225 (0.055054 s / iter per device, on 8 devices) [11/03 16:08:10] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.049449 s / iter per device, on 8 devices) [11/03 16:08:18] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 16:08:18] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 16:08:21] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 16:08:24] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 16:08:38] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.18 seconds. [11/03 16:08:38] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 16:08:40] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.37 seconds. [11/03 16:08:40] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.606 | 61.361 | 45.839 | 24.177 | 45.707 | 58.334 | [11/03 16:08:40] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.086 | bicycle | 28.807 | car | 42.307 | | motorcycle | 42.221 | airplane | 68.959 | bus | 67.221 | | train | 64.766 | truck | 38.237 | boat | 26.459 | | traffic light | 27.024 | fire hydrant | 66.251 | stop sign | 68.218 | | parking meter | 42.673 | bench | 26.822 | bird | 37.810 | | cat | 70.943 | dog | 66.346 | horse | 59.233 | | sheep | 51.277 | cow | 58.873 | elephant | 66.815 | | bear | 75.007 | zebra | 65.804 | giraffe | 68.198 | | backpack | 15.652 | umbrella | 35.836 | handbag | 13.680 | | tie | 31.799 | suitcase | 41.928 | frisbee | 68.011 | | skis | 26.924 | snowboard | 40.371 | sports ball | 47.215 | | kite | 46.562 | baseball bat | 30.312 | baseball glove | 39.416 | | skateboard | 56.417 | surfboard | 37.641 | tennis racket | 48.344 | | bottle | 36.840 | wine glass | 34.467 | cup | 42.535 | | fork | 36.717 | knife | 18.488 | spoon | 17.993 | | bowl | 42.539 | banana | 21.641 | apple | 18.355 | | sandwich | 38.975 | orange | 32.013 | broccoli | 21.928 | | carrot | 21.225 | hot dog | 37.786 | pizza | 53.502 | | donut | 47.567 | cake | 35.212 | chair | 26.980 | | couch | 47.068 | potted plant | 25.551 | bed | 49.239 | | dining table | 29.372 | toilet | 61.398 | tv | 59.080 | | laptop | 59.470 | mouse | 58.863 | remote | 31.858 | | keyboard | 51.265 | cell phone | 38.388 | microwave | 62.789 | | oven | 34.492 | toaster | 35.985 | sink | 35.208 | | refrigerator | 62.485 | book | 11.635 | clock | 50.667 | | vase | 37.495 | scissors | 34.627 | teddy bear | 47.410 | | hair drier | 3.214 | toothbrush | 31.728 | | | [11/03 16:08:40] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 16:08:40] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 16:08:40] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 16:08:40] d2.evaluation.testing INFO: copypaste: 42.6064,61.3606,45.8389,24.1771,45.7072,58.3337 [11/03 16:08:43] d2.utils.events INFO: eta: 9:23:33 iter: 329859 total_loss: 5.247 loss_ce: 0.2492 loss_bbox: 0.1662 loss_giou: 0.3246 loss_ce_0: 0.4774 loss_bbox_0: 0.2862 loss_giou_0: 0.523 loss_ce_1: 0.3631 loss_bbox_1: 0.2032 loss_giou_1: 0.378 loss_ce_2: 0.3016 loss_bbox_2: 0.1807 loss_giou_2: 0.3443 loss_ce_3: 0.2646 loss_bbox_3: 0.1708 loss_giou_3: 0.33 loss_ce_4: 0.2518 loss_bbox_4: 0.1686 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 16:08:49] d2.utils.events INFO: eta: 9:23:27 iter: 329879 total_loss: 5.583 loss_ce: 0.2734 loss_bbox: 0.1775 loss_giou: 0.3304 loss_ce_0: 0.4929 loss_bbox_0: 0.3051 loss_giou_0: 0.4957 loss_ce_1: 0.3917 loss_bbox_1: 0.2112 loss_giou_1: 0.3741 loss_ce_2: 0.3244 loss_bbox_2: 0.1947 loss_giou_2: 0.3519 loss_ce_3: 0.2926 loss_bbox_3: 0.1875 loss_giou_3: 0.3444 loss_ce_4: 0.2813 loss_bbox_4: 0.1808 loss_giou_4: 0.3385 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 16:08:55] d2.utils.events INFO: eta: 9:23:33 iter: 329899 total_loss: 5.42 loss_ce: 0.2756 loss_bbox: 0.1684 loss_giou: 0.3172 loss_ce_0: 0.4818 loss_bbox_0: 0.2975 loss_giou_0: 0.4956 loss_ce_1: 0.3758 loss_bbox_1: 0.2057 loss_giou_1: 0.3653 loss_ce_2: 0.3131 loss_bbox_2: 0.1888 loss_giou_2: 0.3265 loss_ce_3: 0.2852 loss_bbox_3: 0.1784 loss_giou_3: 0.3193 loss_ce_4: 0.2735 loss_bbox_4: 0.1706 loss_giou_4: 0.3182 time: 0.2799 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:00] d2.utils.events INFO: eta: 9:23:23 iter: 329919 total_loss: 5.174 loss_ce: 0.2297 loss_bbox: 0.1622 loss_giou: 0.3103 loss_ce_0: 0.449 loss_bbox_0: 0.2899 loss_giou_0: 0.5019 loss_ce_1: 0.3535 loss_bbox_1: 0.1934 loss_giou_1: 0.3668 loss_ce_2: 0.286 loss_bbox_2: 0.1766 loss_giou_2: 0.3303 loss_ce_3: 0.2512 loss_bbox_3: 0.1682 loss_giou_3: 0.3221 loss_ce_4: 0.2354 loss_bbox_4: 0.1625 loss_giou_4: 0.3137 time: 0.2799 data_time: 0.0187 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:06] d2.utils.events INFO: eta: 9:23:13 iter: 329939 total_loss: 5.367 loss_ce: 0.2504 loss_bbox: 0.1696 loss_giou: 0.314 loss_ce_0: 0.467 loss_bbox_0: 0.2956 loss_giou_0: 0.4993 loss_ce_1: 0.3642 loss_bbox_1: 0.1989 loss_giou_1: 0.3629 loss_ce_2: 0.3078 loss_bbox_2: 0.185 loss_giou_2: 0.3299 loss_ce_3: 0.2623 loss_bbox_3: 0.1737 loss_giou_3: 0.3213 loss_ce_4: 0.2518 loss_bbox_4: 0.1714 loss_giou_4: 0.3176 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:12] d2.utils.events INFO: eta: 9:23:02 iter: 329959 total_loss: 5.178 loss_ce: 0.2246 loss_bbox: 0.1641 loss_giou: 0.3313 loss_ce_0: 0.4607 loss_bbox_0: 0.2841 loss_giou_0: 0.4835 loss_ce_1: 0.3604 loss_bbox_1: 0.196 loss_giou_1: 0.3659 loss_ce_2: 0.2771 loss_bbox_2: 0.1762 loss_giou_2: 0.3382 loss_ce_3: 0.2484 loss_bbox_3: 0.1703 loss_giou_3: 0.3261 loss_ce_4: 0.2318 loss_bbox_4: 0.1649 loss_giou_4: 0.3317 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:18] d2.utils.events INFO: eta: 9:22:57 iter: 329979 total_loss: 5.293 loss_ce: 0.2295 loss_bbox: 0.1792 loss_giou: 0.3157 loss_ce_0: 0.4541 loss_bbox_0: 0.3031 loss_giou_0: 0.4775 loss_ce_1: 0.3516 loss_bbox_1: 0.2074 loss_giou_1: 0.3499 loss_ce_2: 0.2882 loss_bbox_2: 0.1949 loss_giou_2: 0.34 loss_ce_3: 0.25 loss_bbox_3: 0.1911 loss_giou_3: 0.324 loss_ce_4: 0.229 loss_bbox_4: 0.1811 loss_giou_4: 0.3205 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:23] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0329999.pth [11/03 16:09:25] d2.utils.events INFO: eta: 9:22:51 iter: 329999 total_loss: 5.341 loss_ce: 0.2552 loss_bbox: 0.1658 loss_giou: 0.3244 loss_ce_0: 0.4642 loss_bbox_0: 0.2902 loss_giou_0: 0.5149 loss_ce_1: 0.3643 loss_bbox_1: 0.1953 loss_giou_1: 0.363 loss_ce_2: 0.2999 loss_bbox_2: 0.1759 loss_giou_2: 0.3377 loss_ce_3: 0.267 loss_bbox_3: 0.1706 loss_giou_3: 0.3317 loss_ce_4: 0.2504 loss_bbox_4: 0.1698 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:31] d2.utils.events INFO: eta: 9:22:48 iter: 330019 total_loss: 5.072 loss_ce: 0.2175 loss_bbox: 0.1726 loss_giou: 0.3063 loss_ce_0: 0.4535 loss_bbox_0: 0.2959 loss_giou_0: 0.4721 loss_ce_1: 0.3515 loss_bbox_1: 0.2035 loss_giou_1: 0.3506 loss_ce_2: 0.2725 loss_bbox_2: 0.1786 loss_giou_2: 0.3204 loss_ce_3: 0.2361 loss_bbox_3: 0.1769 loss_giou_3: 0.3136 loss_ce_4: 0.2234 loss_bbox_4: 0.175 loss_giou_4: 0.3053 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:37] d2.utils.events INFO: eta: 9:22:33 iter: 330039 total_loss: 5.468 loss_ce: 0.2618 loss_bbox: 0.1858 loss_giou: 0.3208 loss_ce_0: 0.4872 loss_bbox_0: 0.3055 loss_giou_0: 0.5087 loss_ce_1: 0.3796 loss_bbox_1: 0.2201 loss_giou_1: 0.3696 loss_ce_2: 0.3164 loss_bbox_2: 0.1998 loss_giou_2: 0.3374 loss_ce_3: 0.2812 loss_bbox_3: 0.1911 loss_giou_3: 0.3266 loss_ce_4: 0.2625 loss_bbox_4: 0.1838 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:42] d2.utils.events INFO: eta: 9:22:24 iter: 330059 total_loss: 5.662 loss_ce: 0.2834 loss_bbox: 0.1789 loss_giou: 0.3367 loss_ce_0: 0.4877 loss_bbox_0: 0.312 loss_giou_0: 0.5063 loss_ce_1: 0.3819 loss_bbox_1: 0.2102 loss_giou_1: 0.3871 loss_ce_2: 0.3267 loss_bbox_2: 0.1916 loss_giou_2: 0.3507 loss_ce_3: 0.2949 loss_bbox_3: 0.1815 loss_giou_3: 0.3466 loss_ce_4: 0.2903 loss_bbox_4: 0.1806 loss_giou_4: 0.3329 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:48] d2.utils.events INFO: eta: 9:22:18 iter: 330079 total_loss: 5.44 loss_ce: 0.2665 loss_bbox: 0.177 loss_giou: 0.3151 loss_ce_0: 0.4703 loss_bbox_0: 0.3092 loss_giou_0: 0.4991 loss_ce_1: 0.3765 loss_bbox_1: 0.211 loss_giou_1: 0.3621 loss_ce_2: 0.3184 loss_bbox_2: 0.1909 loss_giou_2: 0.3415 loss_ce_3: 0.2936 loss_bbox_3: 0.1874 loss_giou_3: 0.3295 loss_ce_4: 0.2783 loss_bbox_4: 0.1778 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:54] d2.utils.events INFO: eta: 9:22:10 iter: 330099 total_loss: 5.63 loss_ce: 0.2737 loss_bbox: 0.1805 loss_giou: 0.3293 loss_ce_0: 0.4904 loss_bbox_0: 0.3119 loss_giou_0: 0.5237 loss_ce_1: 0.394 loss_bbox_1: 0.2208 loss_giou_1: 0.3783 loss_ce_2: 0.3222 loss_bbox_2: 0.1958 loss_giou_2: 0.3503 loss_ce_3: 0.285 loss_bbox_3: 0.1872 loss_giou_3: 0.3402 loss_ce_4: 0.2788 loss_bbox_4: 0.1817 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 16:09:59] d2.utils.events INFO: eta: 9:21:58 iter: 330119 total_loss: 5.238 loss_ce: 0.2569 loss_bbox: 0.1484 loss_giou: 0.2983 loss_ce_0: 0.4681 loss_bbox_0: 0.2699 loss_giou_0: 0.4989 loss_ce_1: 0.3661 loss_bbox_1: 0.182 loss_giou_1: 0.3459 loss_ce_2: 0.311 loss_bbox_2: 0.1634 loss_giou_2: 0.3184 loss_ce_3: 0.2686 loss_bbox_3: 0.1561 loss_giou_3: 0.3136 loss_ce_4: 0.2643 loss_bbox_4: 0.1531 loss_giou_4: 0.3047 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:05] d2.utils.events INFO: eta: 9:21:48 iter: 330139 total_loss: 5.099 loss_ce: 0.2499 loss_bbox: 0.1734 loss_giou: 0.2976 loss_ce_0: 0.4713 loss_bbox_0: 0.292 loss_giou_0: 0.4576 loss_ce_1: 0.3641 loss_bbox_1: 0.1977 loss_giou_1: 0.3512 loss_ce_2: 0.3008 loss_bbox_2: 0.1838 loss_giou_2: 0.3197 loss_ce_3: 0.2652 loss_bbox_3: 0.1756 loss_giou_3: 0.3036 loss_ce_4: 0.2525 loss_bbox_4: 0.1736 loss_giou_4: 0.3 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:11] d2.utils.events INFO: eta: 9:21:32 iter: 330159 total_loss: 5.509 loss_ce: 0.2776 loss_bbox: 0.1809 loss_giou: 0.3073 loss_ce_0: 0.4939 loss_bbox_0: 0.2943 loss_giou_0: 0.4846 loss_ce_1: 0.4031 loss_bbox_1: 0.2124 loss_giou_1: 0.3554 loss_ce_2: 0.3348 loss_bbox_2: 0.1933 loss_giou_2: 0.3276 loss_ce_3: 0.2996 loss_bbox_3: 0.188 loss_giou_3: 0.3169 loss_ce_4: 0.2848 loss_bbox_4: 0.1829 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:16] d2.utils.events INFO: eta: 9:21:33 iter: 330179 total_loss: 5.414 loss_ce: 0.2629 loss_bbox: 0.1676 loss_giou: 0.3133 loss_ce_0: 0.4738 loss_bbox_0: 0.2883 loss_giou_0: 0.4965 loss_ce_1: 0.3752 loss_bbox_1: 0.2114 loss_giou_1: 0.3515 loss_ce_2: 0.3244 loss_bbox_2: 0.1821 loss_giou_2: 0.3288 loss_ce_3: 0.2727 loss_bbox_3: 0.175 loss_giou_3: 0.3191 loss_ce_4: 0.2661 loss_bbox_4: 0.1729 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:22] d2.utils.events INFO: eta: 9:21:35 iter: 330199 total_loss: 5.409 loss_ce: 0.2445 loss_bbox: 0.175 loss_giou: 0.3269 loss_ce_0: 0.4711 loss_bbox_0: 0.2999 loss_giou_0: 0.5038 loss_ce_1: 0.3694 loss_bbox_1: 0.2034 loss_giou_1: 0.3741 loss_ce_2: 0.3112 loss_bbox_2: 0.1869 loss_giou_2: 0.346 loss_ce_3: 0.2587 loss_bbox_3: 0.1814 loss_giou_3: 0.3322 loss_ce_4: 0.2495 loss_bbox_4: 0.1776 loss_giou_4: 0.3303 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:28] d2.utils.events INFO: eta: 9:21:35 iter: 330219 total_loss: 5.283 loss_ce: 0.2675 loss_bbox: 0.172 loss_giou: 0.3107 loss_ce_0: 0.4643 loss_bbox_0: 0.2979 loss_giou_0: 0.4924 loss_ce_1: 0.3633 loss_bbox_1: 0.2081 loss_giou_1: 0.3608 loss_ce_2: 0.2942 loss_bbox_2: 0.1884 loss_giou_2: 0.3306 loss_ce_3: 0.2849 loss_bbox_3: 0.1811 loss_giou_3: 0.3207 loss_ce_4: 0.2735 loss_bbox_4: 0.1737 loss_giou_4: 0.3167 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:33] d2.utils.events INFO: eta: 9:21:32 iter: 330239 total_loss: 5.228 loss_ce: 0.256 loss_bbox: 0.1642 loss_giou: 0.3175 loss_ce_0: 0.4592 loss_bbox_0: 0.2908 loss_giou_0: 0.5251 loss_ce_1: 0.363 loss_bbox_1: 0.2067 loss_giou_1: 0.3759 loss_ce_2: 0.3123 loss_bbox_2: 0.1833 loss_giou_2: 0.3444 loss_ce_3: 0.2732 loss_bbox_3: 0.1729 loss_giou_3: 0.3309 loss_ce_4: 0.2617 loss_bbox_4: 0.1683 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:39] d2.utils.events INFO: eta: 9:21:14 iter: 330259 total_loss: 5.491 loss_ce: 0.2683 loss_bbox: 0.1707 loss_giou: 0.3258 loss_ce_0: 0.502 loss_bbox_0: 0.3019 loss_giou_0: 0.4822 loss_ce_1: 0.3858 loss_bbox_1: 0.2033 loss_giou_1: 0.3665 loss_ce_2: 0.3138 loss_bbox_2: 0.1892 loss_giou_2: 0.3415 loss_ce_3: 0.2906 loss_bbox_3: 0.1838 loss_giou_3: 0.3311 loss_ce_4: 0.2764 loss_bbox_4: 0.1757 loss_giou_4: 0.3311 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:45] d2.utils.events INFO: eta: 9:21:01 iter: 330279 total_loss: 5.15 loss_ce: 0.2398 loss_bbox: 0.1804 loss_giou: 0.3181 loss_ce_0: 0.4641 loss_bbox_0: 0.2866 loss_giou_0: 0.4818 loss_ce_1: 0.3632 loss_bbox_1: 0.2053 loss_giou_1: 0.3677 loss_ce_2: 0.3008 loss_bbox_2: 0.1871 loss_giou_2: 0.3402 loss_ce_3: 0.261 loss_bbox_3: 0.1823 loss_giou_3: 0.3276 loss_ce_4: 0.2448 loss_bbox_4: 0.1807 loss_giou_4: 0.324 time: 0.2799 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:50] d2.utils.events INFO: eta: 9:20:50 iter: 330299 total_loss: 5.296 loss_ce: 0.2364 loss_bbox: 0.1709 loss_giou: 0.3238 loss_ce_0: 0.4658 loss_bbox_0: 0.2872 loss_giou_0: 0.4789 loss_ce_1: 0.3433 loss_bbox_1: 0.2029 loss_giou_1: 0.3729 loss_ce_2: 0.2867 loss_bbox_2: 0.1793 loss_giou_2: 0.3403 loss_ce_3: 0.251 loss_bbox_3: 0.1814 loss_giou_3: 0.3335 loss_ce_4: 0.2486 loss_bbox_4: 0.1799 loss_giou_4: 0.3295 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:10:56] d2.utils.events INFO: eta: 9:20:26 iter: 330319 total_loss: 5.322 loss_ce: 0.2531 loss_bbox: 0.1759 loss_giou: 0.3382 loss_ce_0: 0.4841 loss_bbox_0: 0.3125 loss_giou_0: 0.5083 loss_ce_1: 0.3771 loss_bbox_1: 0.2189 loss_giou_1: 0.3829 loss_ce_2: 0.3102 loss_bbox_2: 0.1942 loss_giou_2: 0.3486 loss_ce_3: 0.2764 loss_bbox_3: 0.1872 loss_giou_3: 0.3442 loss_ce_4: 0.2563 loss_bbox_4: 0.1798 loss_giou_4: 0.3411 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:02] d2.utils.events INFO: eta: 9:20:35 iter: 330339 total_loss: 5.028 loss_ce: 0.2272 loss_bbox: 0.1564 loss_giou: 0.3027 loss_ce_0: 0.4557 loss_bbox_0: 0.2809 loss_giou_0: 0.4789 loss_ce_1: 0.3377 loss_bbox_1: 0.1874 loss_giou_1: 0.3448 loss_ce_2: 0.2723 loss_bbox_2: 0.1682 loss_giou_2: 0.3192 loss_ce_3: 0.2381 loss_bbox_3: 0.1592 loss_giou_3: 0.3148 loss_ce_4: 0.2234 loss_bbox_4: 0.1562 loss_giou_4: 0.3076 time: 0.2799 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:07] d2.utils.events INFO: eta: 9:20:28 iter: 330359 total_loss: 5.59 loss_ce: 0.2768 loss_bbox: 0.1677 loss_giou: 0.3176 loss_ce_0: 0.4843 loss_bbox_0: 0.3018 loss_giou_0: 0.5093 loss_ce_1: 0.3963 loss_bbox_1: 0.2081 loss_giou_1: 0.3822 loss_ce_2: 0.3429 loss_bbox_2: 0.176 loss_giou_2: 0.3384 loss_ce_3: 0.3091 loss_bbox_3: 0.1736 loss_giou_3: 0.331 loss_ce_4: 0.2855 loss_bbox_4: 0.1685 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:13] d2.utils.events INFO: eta: 9:20:00 iter: 330379 total_loss: 5.363 loss_ce: 0.2499 loss_bbox: 0.1686 loss_giou: 0.3191 loss_ce_0: 0.476 loss_bbox_0: 0.2897 loss_giou_0: 0.48 loss_ce_1: 0.3611 loss_bbox_1: 0.2046 loss_giou_1: 0.3643 loss_ce_2: 0.3034 loss_bbox_2: 0.1873 loss_giou_2: 0.335 loss_ce_3: 0.2635 loss_bbox_3: 0.1809 loss_giou_3: 0.3248 loss_ce_4: 0.2497 loss_bbox_4: 0.1745 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:19] d2.utils.events INFO: eta: 9:19:55 iter: 330399 total_loss: 5.283 loss_ce: 0.2345 loss_bbox: 0.1758 loss_giou: 0.3014 loss_ce_0: 0.4585 loss_bbox_0: 0.294 loss_giou_0: 0.4709 loss_ce_1: 0.3492 loss_bbox_1: 0.2013 loss_giou_1: 0.3489 loss_ce_2: 0.2981 loss_bbox_2: 0.1893 loss_giou_2: 0.3182 loss_ce_3: 0.2671 loss_bbox_3: 0.1835 loss_giou_3: 0.3089 loss_ce_4: 0.2475 loss_bbox_4: 0.1778 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:24] d2.utils.events INFO: eta: 9:19:51 iter: 330419 total_loss: 5.305 loss_ce: 0.2623 loss_bbox: 0.1713 loss_giou: 0.3218 loss_ce_0: 0.4741 loss_bbox_0: 0.3036 loss_giou_0: 0.5028 loss_ce_1: 0.3635 loss_bbox_1: 0.195 loss_giou_1: 0.3735 loss_ce_2: 0.3051 loss_bbox_2: 0.1833 loss_giou_2: 0.3456 loss_ce_3: 0.2784 loss_bbox_3: 0.1743 loss_giou_3: 0.3359 loss_ce_4: 0.2625 loss_bbox_4: 0.1688 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:30] d2.utils.events INFO: eta: 9:19:51 iter: 330439 total_loss: 5.312 loss_ce: 0.2541 loss_bbox: 0.1653 loss_giou: 0.299 loss_ce_0: 0.466 loss_bbox_0: 0.2833 loss_giou_0: 0.474 loss_ce_1: 0.3557 loss_bbox_1: 0.1915 loss_giou_1: 0.3554 loss_ce_2: 0.2884 loss_bbox_2: 0.1741 loss_giou_2: 0.3207 loss_ce_3: 0.26 loss_bbox_3: 0.1716 loss_giou_3: 0.3112 loss_ce_4: 0.2514 loss_bbox_4: 0.1673 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:36] d2.utils.events INFO: eta: 9:19:40 iter: 330459 total_loss: 5.066 loss_ce: 0.2438 loss_bbox: 0.1699 loss_giou: 0.3041 loss_ce_0: 0.4625 loss_bbox_0: 0.2951 loss_giou_0: 0.4658 loss_ce_1: 0.3467 loss_bbox_1: 0.2022 loss_giou_1: 0.3471 loss_ce_2: 0.2917 loss_bbox_2: 0.1844 loss_giou_2: 0.3224 loss_ce_3: 0.2616 loss_bbox_3: 0.1747 loss_giou_3: 0.3139 loss_ce_4: 0.2553 loss_bbox_4: 0.1698 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:41] d2.utils.events INFO: eta: 9:19:30 iter: 330479 total_loss: 5.139 loss_ce: 0.2379 loss_bbox: 0.1754 loss_giou: 0.3073 loss_ce_0: 0.4588 loss_bbox_0: 0.2939 loss_giou_0: 0.4645 loss_ce_1: 0.3624 loss_bbox_1: 0.219 loss_giou_1: 0.3386 loss_ce_2: 0.2924 loss_bbox_2: 0.1958 loss_giou_2: 0.3193 loss_ce_3: 0.2571 loss_bbox_3: 0.1815 loss_giou_3: 0.3103 loss_ce_4: 0.2381 loss_bbox_4: 0.179 loss_giou_4: 0.311 time: 0.2799 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:47] d2.utils.events INFO: eta: 9:19:28 iter: 330499 total_loss: 5.582 loss_ce: 0.2557 loss_bbox: 0.1836 loss_giou: 0.3204 loss_ce_0: 0.4631 loss_bbox_0: 0.308 loss_giou_0: 0.5249 loss_ce_1: 0.3638 loss_bbox_1: 0.2195 loss_giou_1: 0.3807 loss_ce_2: 0.3063 loss_bbox_2: 0.1958 loss_giou_2: 0.3454 loss_ce_3: 0.2737 loss_bbox_3: 0.1899 loss_giou_3: 0.3362 loss_ce_4: 0.2603 loss_bbox_4: 0.1873 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:53] d2.utils.events INFO: eta: 9:19:22 iter: 330519 total_loss: 5.389 loss_ce: 0.2604 loss_bbox: 0.1778 loss_giou: 0.3172 loss_ce_0: 0.471 loss_bbox_0: 0.3045 loss_giou_0: 0.4929 loss_ce_1: 0.3663 loss_bbox_1: 0.2157 loss_giou_1: 0.3598 loss_ce_2: 0.3004 loss_bbox_2: 0.1901 loss_giou_2: 0.3422 loss_ce_3: 0.2733 loss_bbox_3: 0.184 loss_giou_3: 0.3269 loss_ce_4: 0.2656 loss_bbox_4: 0.1801 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:11:58] d2.utils.events INFO: eta: 9:19:20 iter: 330539 total_loss: 5.413 loss_ce: 0.267 loss_bbox: 0.1681 loss_giou: 0.316 loss_ce_0: 0.4801 loss_bbox_0: 0.2977 loss_giou_0: 0.514 loss_ce_1: 0.3798 loss_bbox_1: 0.2029 loss_giou_1: 0.373 loss_ce_2: 0.3215 loss_bbox_2: 0.1794 loss_giou_2: 0.3386 loss_ce_3: 0.2755 loss_bbox_3: 0.1735 loss_giou_3: 0.324 loss_ce_4: 0.2711 loss_bbox_4: 0.1701 loss_giou_4: 0.321 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:04] d2.utils.events INFO: eta: 9:19:05 iter: 330559 total_loss: 5.143 loss_ce: 0.2499 loss_bbox: 0.1757 loss_giou: 0.3123 loss_ce_0: 0.4628 loss_bbox_0: 0.2868 loss_giou_0: 0.4838 loss_ce_1: 0.3573 loss_bbox_1: 0.198 loss_giou_1: 0.3633 loss_ce_2: 0.2819 loss_bbox_2: 0.1819 loss_giou_2: 0.3315 loss_ce_3: 0.2525 loss_bbox_3: 0.1797 loss_giou_3: 0.3216 loss_ce_4: 0.2431 loss_bbox_4: 0.1795 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:10] d2.utils.events INFO: eta: 9:19:08 iter: 330579 total_loss: 5.648 loss_ce: 0.2778 loss_bbox: 0.1734 loss_giou: 0.3418 loss_ce_0: 0.4809 loss_bbox_0: 0.2966 loss_giou_0: 0.5238 loss_ce_1: 0.3812 loss_bbox_1: 0.2086 loss_giou_1: 0.3932 loss_ce_2: 0.3286 loss_bbox_2: 0.193 loss_giou_2: 0.3615 loss_ce_3: 0.2814 loss_bbox_3: 0.1832 loss_giou_3: 0.3561 loss_ce_4: 0.2806 loss_bbox_4: 0.1774 loss_giou_4: 0.3474 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:15] d2.utils.events INFO: eta: 9:18:57 iter: 330599 total_loss: 5.331 loss_ce: 0.2494 loss_bbox: 0.1612 loss_giou: 0.3231 loss_ce_0: 0.4847 loss_bbox_0: 0.2958 loss_giou_0: 0.5359 loss_ce_1: 0.369 loss_bbox_1: 0.1988 loss_giou_1: 0.3856 loss_ce_2: 0.315 loss_bbox_2: 0.1809 loss_giou_2: 0.3446 loss_ce_3: 0.2725 loss_bbox_3: 0.1731 loss_giou_3: 0.3331 loss_ce_4: 0.2495 loss_bbox_4: 0.1648 loss_giou_4: 0.3268 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:21] d2.utils.events INFO: eta: 9:19:15 iter: 330619 total_loss: 5.434 loss_ce: 0.2607 loss_bbox: 0.1689 loss_giou: 0.3306 loss_ce_0: 0.4817 loss_bbox_0: 0.301 loss_giou_0: 0.5063 loss_ce_1: 0.3593 loss_bbox_1: 0.2077 loss_giou_1: 0.378 loss_ce_2: 0.2974 loss_bbox_2: 0.1922 loss_giou_2: 0.3431 loss_ce_3: 0.2679 loss_bbox_3: 0.18 loss_giou_3: 0.3372 loss_ce_4: 0.2619 loss_bbox_4: 0.1755 loss_giou_4: 0.3398 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:27] d2.utils.events INFO: eta: 9:18:54 iter: 330639 total_loss: 5.501 loss_ce: 0.261 loss_bbox: 0.17 loss_giou: 0.3367 loss_ce_0: 0.4756 loss_bbox_0: 0.2901 loss_giou_0: 0.5166 loss_ce_1: 0.3787 loss_bbox_1: 0.2004 loss_giou_1: 0.3938 loss_ce_2: 0.3192 loss_bbox_2: 0.1832 loss_giou_2: 0.3581 loss_ce_3: 0.2799 loss_bbox_3: 0.1781 loss_giou_3: 0.3481 loss_ce_4: 0.2623 loss_bbox_4: 0.1746 loss_giou_4: 0.3412 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:32] d2.utils.events INFO: eta: 9:18:50 iter: 330659 total_loss: 5.427 loss_ce: 0.261 loss_bbox: 0.1791 loss_giou: 0.3182 loss_ce_0: 0.4743 loss_bbox_0: 0.2922 loss_giou_0: 0.4929 loss_ce_1: 0.3682 loss_bbox_1: 0.2094 loss_giou_1: 0.3679 loss_ce_2: 0.3139 loss_bbox_2: 0.1955 loss_giou_2: 0.3366 loss_ce_3: 0.2797 loss_bbox_3: 0.1887 loss_giou_3: 0.3263 loss_ce_4: 0.263 loss_bbox_4: 0.1837 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:38] d2.utils.events INFO: eta: 9:18:50 iter: 330679 total_loss: 5.145 loss_ce: 0.2397 loss_bbox: 0.1709 loss_giou: 0.3219 loss_ce_0: 0.4532 loss_bbox_0: 0.2925 loss_giou_0: 0.485 loss_ce_1: 0.3504 loss_bbox_1: 0.2005 loss_giou_1: 0.3678 loss_ce_2: 0.2832 loss_bbox_2: 0.1855 loss_giou_2: 0.3387 loss_ce_3: 0.244 loss_bbox_3: 0.18 loss_giou_3: 0.3359 loss_ce_4: 0.2359 loss_bbox_4: 0.1722 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:44] d2.utils.events INFO: eta: 9:18:51 iter: 330699 total_loss: 5.252 loss_ce: 0.2304 loss_bbox: 0.1659 loss_giou: 0.3267 loss_ce_0: 0.4661 loss_bbox_0: 0.2951 loss_giou_0: 0.497 loss_ce_1: 0.355 loss_bbox_1: 0.195 loss_giou_1: 0.3669 loss_ce_2: 0.2804 loss_bbox_2: 0.18 loss_giou_2: 0.3455 loss_ce_3: 0.2417 loss_bbox_3: 0.1702 loss_giou_3: 0.338 loss_ce_4: 0.2409 loss_bbox_4: 0.1691 loss_giou_4: 0.325 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:49] d2.utils.events INFO: eta: 9:18:51 iter: 330719 total_loss: 5.42 loss_ce: 0.2443 loss_bbox: 0.1674 loss_giou: 0.3495 loss_ce_0: 0.4795 loss_bbox_0: 0.2856 loss_giou_0: 0.5357 loss_ce_1: 0.3571 loss_bbox_1: 0.1952 loss_giou_1: 0.3942 loss_ce_2: 0.3007 loss_bbox_2: 0.1784 loss_giou_2: 0.372 loss_ce_3: 0.2662 loss_bbox_3: 0.1749 loss_giou_3: 0.3598 loss_ce_4: 0.2492 loss_bbox_4: 0.1741 loss_giou_4: 0.3486 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 16:12:55] d2.utils.events INFO: eta: 9:18:56 iter: 330739 total_loss: 5.423 loss_ce: 0.2658 loss_bbox: 0.1613 loss_giou: 0.3432 loss_ce_0: 0.47 loss_bbox_0: 0.2808 loss_giou_0: 0.5243 loss_ce_1: 0.3661 loss_bbox_1: 0.1895 loss_giou_1: 0.3976 loss_ce_2: 0.3129 loss_bbox_2: 0.1709 loss_giou_2: 0.3627 loss_ce_3: 0.2823 loss_bbox_3: 0.1677 loss_giou_3: 0.3537 loss_ce_4: 0.2702 loss_bbox_4: 0.1669 loss_giou_4: 0.3533 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:02] d2.utils.events INFO: eta: 9:18:20 iter: 330759 total_loss: 5.471 loss_ce: 0.2653 loss_bbox: 0.1751 loss_giou: 0.3401 loss_ce_0: 0.4899 loss_bbox_0: 0.2976 loss_giou_0: 0.5194 loss_ce_1: 0.3784 loss_bbox_1: 0.2054 loss_giou_1: 0.3807 loss_ce_2: 0.3218 loss_bbox_2: 0.186 loss_giou_2: 0.3552 loss_ce_3: 0.2834 loss_bbox_3: 0.1802 loss_giou_3: 0.3468 loss_ce_4: 0.2694 loss_bbox_4: 0.1754 loss_giou_4: 0.3404 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:08] d2.utils.events INFO: eta: 9:18:12 iter: 330779 total_loss: 5.498 loss_ce: 0.2408 loss_bbox: 0.1838 loss_giou: 0.3342 loss_ce_0: 0.4716 loss_bbox_0: 0.2987 loss_giou_0: 0.5112 loss_ce_1: 0.3604 loss_bbox_1: 0.2161 loss_giou_1: 0.3878 loss_ce_2: 0.3074 loss_bbox_2: 0.1971 loss_giou_2: 0.3535 loss_ce_3: 0.2636 loss_bbox_3: 0.1918 loss_giou_3: 0.3454 loss_ce_4: 0.2451 loss_bbox_4: 0.1861 loss_giou_4: 0.3399 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:13] d2.utils.events INFO: eta: 9:18:04 iter: 330799 total_loss: 5.348 loss_ce: 0.2568 loss_bbox: 0.1738 loss_giou: 0.3232 loss_ce_0: 0.4695 loss_bbox_0: 0.3022 loss_giou_0: 0.5045 loss_ce_1: 0.3632 loss_bbox_1: 0.2114 loss_giou_1: 0.3719 loss_ce_2: 0.2986 loss_bbox_2: 0.1976 loss_giou_2: 0.3417 loss_ce_3: 0.2764 loss_bbox_3: 0.1864 loss_giou_3: 0.3371 loss_ce_4: 0.2625 loss_bbox_4: 0.1793 loss_giou_4: 0.3284 time: 0.2799 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:19] d2.utils.events INFO: eta: 9:17:55 iter: 330819 total_loss: 5.332 loss_ce: 0.2544 loss_bbox: 0.1728 loss_giou: 0.2983 loss_ce_0: 0.4886 loss_bbox_0: 0.2964 loss_giou_0: 0.4705 loss_ce_1: 0.3799 loss_bbox_1: 0.2029 loss_giou_1: 0.3488 loss_ce_2: 0.3049 loss_bbox_2: 0.1913 loss_giou_2: 0.3277 loss_ce_3: 0.2704 loss_bbox_3: 0.1769 loss_giou_3: 0.3151 loss_ce_4: 0.2554 loss_bbox_4: 0.1735 loss_giou_4: 0.3016 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:25] d2.utils.events INFO: eta: 9:17:37 iter: 330839 total_loss: 5.549 loss_ce: 0.2634 loss_bbox: 0.178 loss_giou: 0.3399 loss_ce_0: 0.4797 loss_bbox_0: 0.3002 loss_giou_0: 0.5218 loss_ce_1: 0.3759 loss_bbox_1: 0.2122 loss_giou_1: 0.39 loss_ce_2: 0.3177 loss_bbox_2: 0.1952 loss_giou_2: 0.3632 loss_ce_3: 0.2808 loss_bbox_3: 0.1836 loss_giou_3: 0.3493 loss_ce_4: 0.2689 loss_bbox_4: 0.1791 loss_giou_4: 0.346 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:30] d2.utils.events INFO: eta: 9:17:31 iter: 330859 total_loss: 5.353 loss_ce: 0.2738 loss_bbox: 0.1729 loss_giou: 0.3254 loss_ce_0: 0.4749 loss_bbox_0: 0.3024 loss_giou_0: 0.4883 loss_ce_1: 0.3728 loss_bbox_1: 0.2107 loss_giou_1: 0.3667 loss_ce_2: 0.3034 loss_bbox_2: 0.1899 loss_giou_2: 0.3344 loss_ce_3: 0.2686 loss_bbox_3: 0.1814 loss_giou_3: 0.3228 loss_ce_4: 0.2783 loss_bbox_4: 0.1769 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:36] d2.utils.events INFO: eta: 9:17:26 iter: 330879 total_loss: 5.461 loss_ce: 0.2453 loss_bbox: 0.1765 loss_giou: 0.3354 loss_ce_0: 0.469 loss_bbox_0: 0.3049 loss_giou_0: 0.4819 loss_ce_1: 0.3557 loss_bbox_1: 0.2051 loss_giou_1: 0.3725 loss_ce_2: 0.2909 loss_bbox_2: 0.193 loss_giou_2: 0.3439 loss_ce_3: 0.2615 loss_bbox_3: 0.1884 loss_giou_3: 0.3381 loss_ce_4: 0.2429 loss_bbox_4: 0.1807 loss_giou_4: 0.3372 time: 0.2799 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:42] d2.utils.events INFO: eta: 9:17:15 iter: 330899 total_loss: 5.578 loss_ce: 0.2694 loss_bbox: 0.1789 loss_giou: 0.3321 loss_ce_0: 0.4803 loss_bbox_0: 0.2949 loss_giou_0: 0.505 loss_ce_1: 0.373 loss_bbox_1: 0.2091 loss_giou_1: 0.3781 loss_ce_2: 0.3192 loss_bbox_2: 0.196 loss_giou_2: 0.3457 loss_ce_3: 0.29 loss_bbox_3: 0.1874 loss_giou_3: 0.3317 loss_ce_4: 0.2726 loss_bbox_4: 0.1778 loss_giou_4: 0.3261 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:47] d2.utils.events INFO: eta: 9:17:10 iter: 330919 total_loss: 5.257 loss_ce: 0.2454 loss_bbox: 0.1686 loss_giou: 0.3094 loss_ce_0: 0.4686 loss_bbox_0: 0.2889 loss_giou_0: 0.4928 loss_ce_1: 0.3624 loss_bbox_1: 0.2045 loss_giou_1: 0.3718 loss_ce_2: 0.2979 loss_bbox_2: 0.1815 loss_giou_2: 0.3358 loss_ce_3: 0.2666 loss_bbox_3: 0.1745 loss_giou_3: 0.3279 loss_ce_4: 0.2631 loss_bbox_4: 0.1694 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:53] d2.utils.events INFO: eta: 9:17:04 iter: 330939 total_loss: 5.33 loss_ce: 0.2715 loss_bbox: 0.176 loss_giou: 0.3201 loss_ce_0: 0.5011 loss_bbox_0: 0.299 loss_giou_0: 0.4981 loss_ce_1: 0.399 loss_bbox_1: 0.2069 loss_giou_1: 0.3688 loss_ce_2: 0.3382 loss_bbox_2: 0.1925 loss_giou_2: 0.3423 loss_ce_3: 0.2941 loss_bbox_3: 0.184 loss_giou_3: 0.3359 loss_ce_4: 0.2791 loss_bbox_4: 0.1764 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:13:59] d2.utils.events INFO: eta: 9:17:22 iter: 330959 total_loss: 5.414 loss_ce: 0.247 loss_bbox: 0.1599 loss_giou: 0.3197 loss_ce_0: 0.4791 loss_bbox_0: 0.2819 loss_giou_0: 0.48 loss_ce_1: 0.3676 loss_bbox_1: 0.1925 loss_giou_1: 0.3649 loss_ce_2: 0.3169 loss_bbox_2: 0.1736 loss_giou_2: 0.3374 loss_ce_3: 0.2682 loss_bbox_3: 0.1665 loss_giou_3: 0.3307 loss_ce_4: 0.2587 loss_bbox_4: 0.1619 loss_giou_4: 0.3286 time: 0.2799 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:04] d2.utils.events INFO: eta: 9:16:57 iter: 330979 total_loss: 5.299 loss_ce: 0.2617 loss_bbox: 0.1589 loss_giou: 0.3241 loss_ce_0: 0.468 loss_bbox_0: 0.2877 loss_giou_0: 0.4942 loss_ce_1: 0.3643 loss_bbox_1: 0.1985 loss_giou_1: 0.3785 loss_ce_2: 0.3016 loss_bbox_2: 0.1728 loss_giou_2: 0.3416 loss_ce_3: 0.2659 loss_bbox_3: 0.1667 loss_giou_3: 0.3337 loss_ce_4: 0.2611 loss_bbox_4: 0.1614 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:10] d2.utils.events INFO: eta: 9:17:01 iter: 330999 total_loss: 5.053 loss_ce: 0.2594 loss_bbox: 0.1606 loss_giou: 0.3037 loss_ce_0: 0.4794 loss_bbox_0: 0.2792 loss_giou_0: 0.4722 loss_ce_1: 0.3579 loss_bbox_1: 0.1877 loss_giou_1: 0.3624 loss_ce_2: 0.2973 loss_bbox_2: 0.1697 loss_giou_2: 0.3302 loss_ce_3: 0.2668 loss_bbox_3: 0.1674 loss_giou_3: 0.3178 loss_ce_4: 0.2603 loss_bbox_4: 0.1653 loss_giou_4: 0.3107 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:16] d2.utils.events INFO: eta: 9:16:54 iter: 331019 total_loss: 5.082 loss_ce: 0.2396 loss_bbox: 0.1742 loss_giou: 0.3078 loss_ce_0: 0.4569 loss_bbox_0: 0.2776 loss_giou_0: 0.4976 loss_ce_1: 0.3421 loss_bbox_1: 0.2016 loss_giou_1: 0.3571 loss_ce_2: 0.2799 loss_bbox_2: 0.1786 loss_giou_2: 0.3241 loss_ce_3: 0.2466 loss_bbox_3: 0.172 loss_giou_3: 0.3193 loss_ce_4: 0.2435 loss_bbox_4: 0.171 loss_giou_4: 0.3135 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:21] d2.utils.events INFO: eta: 9:16:50 iter: 331039 total_loss: 5.434 loss_ce: 0.2508 loss_bbox: 0.1743 loss_giou: 0.3136 loss_ce_0: 0.4886 loss_bbox_0: 0.2925 loss_giou_0: 0.5028 loss_ce_1: 0.3795 loss_bbox_1: 0.2072 loss_giou_1: 0.378 loss_ce_2: 0.3068 loss_bbox_2: 0.1885 loss_giou_2: 0.3426 loss_ce_3: 0.2725 loss_bbox_3: 0.1785 loss_giou_3: 0.3259 loss_ce_4: 0.2573 loss_bbox_4: 0.1795 loss_giou_4: 0.3197 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:27] d2.utils.events INFO: eta: 9:16:44 iter: 331059 total_loss: 5.512 loss_ce: 0.2755 loss_bbox: 0.1803 loss_giou: 0.3358 loss_ce_0: 0.4592 loss_bbox_0: 0.307 loss_giou_0: 0.5016 loss_ce_1: 0.3655 loss_bbox_1: 0.2147 loss_giou_1: 0.368 loss_ce_2: 0.3142 loss_bbox_2: 0.1975 loss_giou_2: 0.3498 loss_ce_3: 0.2689 loss_bbox_3: 0.1873 loss_giou_3: 0.3448 loss_ce_4: 0.2594 loss_bbox_4: 0.187 loss_giou_4: 0.3366 time: 0.2799 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:33] d2.utils.events INFO: eta: 9:16:26 iter: 331079 total_loss: 5.217 loss_ce: 0.2431 loss_bbox: 0.1557 loss_giou: 0.3194 loss_ce_0: 0.4659 loss_bbox_0: 0.2774 loss_giou_0: 0.5173 loss_ce_1: 0.3542 loss_bbox_1: 0.188 loss_giou_1: 0.3887 loss_ce_2: 0.2869 loss_bbox_2: 0.1652 loss_giou_2: 0.342 loss_ce_3: 0.2528 loss_bbox_3: 0.161 loss_giou_3: 0.331 loss_ce_4: 0.244 loss_bbox_4: 0.1578 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:38] d2.utils.events INFO: eta: 9:16:18 iter: 331099 total_loss: 5.583 loss_ce: 0.2663 loss_bbox: 0.172 loss_giou: 0.3239 loss_ce_0: 0.4901 loss_bbox_0: 0.2889 loss_giou_0: 0.5084 loss_ce_1: 0.3734 loss_bbox_1: 0.2063 loss_giou_1: 0.3812 loss_ce_2: 0.3166 loss_bbox_2: 0.1847 loss_giou_2: 0.3479 loss_ce_3: 0.2799 loss_bbox_3: 0.1787 loss_giou_3: 0.3388 loss_ce_4: 0.2751 loss_bbox_4: 0.1737 loss_giou_4: 0.3316 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:44] d2.utils.events INFO: eta: 9:16:32 iter: 331119 total_loss: 5.178 loss_ce: 0.2325 loss_bbox: 0.1743 loss_giou: 0.3231 loss_ce_0: 0.476 loss_bbox_0: 0.3066 loss_giou_0: 0.4929 loss_ce_1: 0.3641 loss_bbox_1: 0.2089 loss_giou_1: 0.3684 loss_ce_2: 0.2942 loss_bbox_2: 0.1889 loss_giou_2: 0.3422 loss_ce_3: 0.2523 loss_bbox_3: 0.1833 loss_giou_3: 0.3335 loss_ce_4: 0.2361 loss_bbox_4: 0.1777 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:50] d2.utils.events INFO: eta: 9:16:29 iter: 331139 total_loss: 5.794 loss_ce: 0.2726 loss_bbox: 0.1762 loss_giou: 0.3606 loss_ce_0: 0.5084 loss_bbox_0: 0.302 loss_giou_0: 0.5616 loss_ce_1: 0.3891 loss_bbox_1: 0.2133 loss_giou_1: 0.4177 loss_ce_2: 0.332 loss_bbox_2: 0.1893 loss_giou_2: 0.3745 loss_ce_3: 0.304 loss_bbox_3: 0.1839 loss_giou_3: 0.3665 loss_ce_4: 0.2854 loss_bbox_4: 0.1802 loss_giou_4: 0.3634 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 16:14:55] d2.utils.events INFO: eta: 9:16:35 iter: 331159 total_loss: 5.511 loss_ce: 0.2841 loss_bbox: 0.1776 loss_giou: 0.3263 loss_ce_0: 0.484 loss_bbox_0: 0.291 loss_giou_0: 0.5076 loss_ce_1: 0.3867 loss_bbox_1: 0.2097 loss_giou_1: 0.3651 loss_ce_2: 0.3253 loss_bbox_2: 0.1935 loss_giou_2: 0.3389 loss_ce_3: 0.3047 loss_bbox_3: 0.1855 loss_giou_3: 0.3293 loss_ce_4: 0.2862 loss_bbox_4: 0.1789 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:01] d2.utils.events INFO: eta: 9:16:30 iter: 331179 total_loss: 5.486 loss_ce: 0.256 loss_bbox: 0.1724 loss_giou: 0.3388 loss_ce_0: 0.4668 loss_bbox_0: 0.2824 loss_giou_0: 0.5375 loss_ce_1: 0.3528 loss_bbox_1: 0.1993 loss_giou_1: 0.3861 loss_ce_2: 0.3095 loss_bbox_2: 0.1796 loss_giou_2: 0.3554 loss_ce_3: 0.2672 loss_bbox_3: 0.1721 loss_giou_3: 0.3488 loss_ce_4: 0.2552 loss_bbox_4: 0.1729 loss_giou_4: 0.3461 time: 0.2799 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:07] d2.utils.events INFO: eta: 9:16:30 iter: 331199 total_loss: 5.374 loss_ce: 0.2404 loss_bbox: 0.1571 loss_giou: 0.3464 loss_ce_0: 0.4778 loss_bbox_0: 0.292 loss_giou_0: 0.5305 loss_ce_1: 0.3614 loss_bbox_1: 0.1965 loss_giou_1: 0.398 loss_ce_2: 0.3023 loss_bbox_2: 0.1741 loss_giou_2: 0.3697 loss_ce_3: 0.2581 loss_bbox_3: 0.1697 loss_giou_3: 0.3555 loss_ce_4: 0.2467 loss_bbox_4: 0.1651 loss_giou_4: 0.3513 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:12] d2.utils.events INFO: eta: 9:16:26 iter: 331219 total_loss: 5.309 loss_ce: 0.2465 loss_bbox: 0.1847 loss_giou: 0.298 loss_ce_0: 0.474 loss_bbox_0: 0.3016 loss_giou_0: 0.4998 loss_ce_1: 0.3657 loss_bbox_1: 0.2181 loss_giou_1: 0.3555 loss_ce_2: 0.2975 loss_bbox_2: 0.1955 loss_giou_2: 0.3184 loss_ce_3: 0.2725 loss_bbox_3: 0.1897 loss_giou_3: 0.3076 loss_ce_4: 0.2518 loss_bbox_4: 0.1878 loss_giou_4: 0.3046 time: 0.2799 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:18] d2.utils.events INFO: eta: 9:16:13 iter: 331239 total_loss: 5.377 loss_ce: 0.2373 loss_bbox: 0.1695 loss_giou: 0.3341 loss_ce_0: 0.4697 loss_bbox_0: 0.2965 loss_giou_0: 0.4933 loss_ce_1: 0.3416 loss_bbox_1: 0.2061 loss_giou_1: 0.3745 loss_ce_2: 0.2901 loss_bbox_2: 0.1822 loss_giou_2: 0.3504 loss_ce_3: 0.2449 loss_bbox_3: 0.1691 loss_giou_3: 0.3407 loss_ce_4: 0.2407 loss_bbox_4: 0.17 loss_giou_4: 0.3382 time: 0.2799 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:24] d2.utils.events INFO: eta: 9:16:07 iter: 331259 total_loss: 5.447 loss_ce: 0.2621 loss_bbox: 0.1809 loss_giou: 0.3262 loss_ce_0: 0.4693 loss_bbox_0: 0.2947 loss_giou_0: 0.4953 loss_ce_1: 0.3677 loss_bbox_1: 0.2149 loss_giou_1: 0.3537 loss_ce_2: 0.3137 loss_bbox_2: 0.1932 loss_giou_2: 0.3388 loss_ce_3: 0.2781 loss_bbox_3: 0.185 loss_giou_3: 0.3336 loss_ce_4: 0.2614 loss_bbox_4: 0.1807 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:30] d2.utils.events INFO: eta: 9:16:08 iter: 331279 total_loss: 5.475 loss_ce: 0.26 loss_bbox: 0.1613 loss_giou: 0.3414 loss_ce_0: 0.4593 loss_bbox_0: 0.2847 loss_giou_0: 0.5257 loss_ce_1: 0.361 loss_bbox_1: 0.1998 loss_giou_1: 0.3883 loss_ce_2: 0.2972 loss_bbox_2: 0.1775 loss_giou_2: 0.3567 loss_ce_3: 0.2673 loss_bbox_3: 0.1728 loss_giou_3: 0.3491 loss_ce_4: 0.2678 loss_bbox_4: 0.1636 loss_giou_4: 0.3455 time: 0.2799 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:35] d2.utils.events INFO: eta: 9:16:07 iter: 331299 total_loss: 5.162 loss_ce: 0.2459 loss_bbox: 0.1673 loss_giou: 0.316 loss_ce_0: 0.4618 loss_bbox_0: 0.2832 loss_giou_0: 0.4894 loss_ce_1: 0.3475 loss_bbox_1: 0.1969 loss_giou_1: 0.3778 loss_ce_2: 0.2949 loss_bbox_2: 0.1802 loss_giou_2: 0.3366 loss_ce_3: 0.2607 loss_bbox_3: 0.1726 loss_giou_3: 0.3253 loss_ce_4: 0.2536 loss_bbox_4: 0.168 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:41] d2.utils.events INFO: eta: 9:16:01 iter: 331319 total_loss: 5.465 loss_ce: 0.2829 loss_bbox: 0.1672 loss_giou: 0.3152 loss_ce_0: 0.4775 loss_bbox_0: 0.3001 loss_giou_0: 0.4868 loss_ce_1: 0.3767 loss_bbox_1: 0.202 loss_giou_1: 0.3608 loss_ce_2: 0.3173 loss_bbox_2: 0.1786 loss_giou_2: 0.3301 loss_ce_3: 0.2979 loss_bbox_3: 0.1719 loss_giou_3: 0.3232 loss_ce_4: 0.2805 loss_bbox_4: 0.1681 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:47] d2.utils.events INFO: eta: 9:15:56 iter: 331339 total_loss: 5.405 loss_ce: 0.2789 loss_bbox: 0.1668 loss_giou: 0.3456 loss_ce_0: 0.4959 loss_bbox_0: 0.3003 loss_giou_0: 0.5389 loss_ce_1: 0.3959 loss_bbox_1: 0.1981 loss_giou_1: 0.39 loss_ce_2: 0.3352 loss_bbox_2: 0.1766 loss_giou_2: 0.3554 loss_ce_3: 0.3013 loss_bbox_3: 0.1708 loss_giou_3: 0.3548 loss_ce_4: 0.286 loss_bbox_4: 0.168 loss_giou_4: 0.3456 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:52] d2.utils.events INFO: eta: 9:15:52 iter: 331359 total_loss: 5.102 loss_ce: 0.2518 loss_bbox: 0.1644 loss_giou: 0.3284 loss_ce_0: 0.4673 loss_bbox_0: 0.2842 loss_giou_0: 0.4923 loss_ce_1: 0.3666 loss_bbox_1: 0.1888 loss_giou_1: 0.365 loss_ce_2: 0.2914 loss_bbox_2: 0.1761 loss_giou_2: 0.3415 loss_ce_3: 0.2652 loss_bbox_3: 0.1722 loss_giou_3: 0.3358 loss_ce_4: 0.2482 loss_bbox_4: 0.169 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 16:15:58] d2.utils.events INFO: eta: 9:15:47 iter: 331379 total_loss: 5.336 loss_ce: 0.2725 loss_bbox: 0.1739 loss_giou: 0.3051 loss_ce_0: 0.4763 loss_bbox_0: 0.2898 loss_giou_0: 0.4884 loss_ce_1: 0.3789 loss_bbox_1: 0.2009 loss_giou_1: 0.3613 loss_ce_2: 0.3186 loss_bbox_2: 0.1892 loss_giou_2: 0.3196 loss_ce_3: 0.2879 loss_bbox_3: 0.1777 loss_giou_3: 0.3095 loss_ce_4: 0.2775 loss_bbox_4: 0.1761 loss_giou_4: 0.3082 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:04] d2.utils.events INFO: eta: 9:15:42 iter: 331399 total_loss: 5.391 loss_ce: 0.2532 loss_bbox: 0.1699 loss_giou: 0.3283 loss_ce_0: 0.4733 loss_bbox_0: 0.2937 loss_giou_0: 0.5107 loss_ce_1: 0.3615 loss_bbox_1: 0.2035 loss_giou_1: 0.3696 loss_ce_2: 0.3153 loss_bbox_2: 0.1894 loss_giou_2: 0.3402 loss_ce_3: 0.2692 loss_bbox_3: 0.1813 loss_giou_3: 0.331 loss_ce_4: 0.2619 loss_bbox_4: 0.1758 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:09] d2.utils.events INFO: eta: 9:15:41 iter: 331419 total_loss: 5.539 loss_ce: 0.2522 loss_bbox: 0.1871 loss_giou: 0.3604 loss_ce_0: 0.4578 loss_bbox_0: 0.2932 loss_giou_0: 0.5292 loss_ce_1: 0.3628 loss_bbox_1: 0.2174 loss_giou_1: 0.3951 loss_ce_2: 0.3008 loss_bbox_2: 0.2029 loss_giou_2: 0.3667 loss_ce_3: 0.2634 loss_bbox_3: 0.1985 loss_giou_3: 0.3637 loss_ce_4: 0.2559 loss_bbox_4: 0.1919 loss_giou_4: 0.3643 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:15] d2.utils.events INFO: eta: 9:15:42 iter: 331439 total_loss: 5.549 loss_ce: 0.2659 loss_bbox: 0.1751 loss_giou: 0.3213 loss_ce_0: 0.4761 loss_bbox_0: 0.3041 loss_giou_0: 0.5192 loss_ce_1: 0.3863 loss_bbox_1: 0.2011 loss_giou_1: 0.3619 loss_ce_2: 0.3199 loss_bbox_2: 0.1876 loss_giou_2: 0.3293 loss_ce_3: 0.2911 loss_bbox_3: 0.1798 loss_giou_3: 0.3275 loss_ce_4: 0.2726 loss_bbox_4: 0.1744 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:21] d2.utils.events INFO: eta: 9:15:40 iter: 331459 total_loss: 5.337 loss_ce: 0.2479 loss_bbox: 0.1716 loss_giou: 0.3076 loss_ce_0: 0.4685 loss_bbox_0: 0.3013 loss_giou_0: 0.4686 loss_ce_1: 0.3703 loss_bbox_1: 0.2081 loss_giou_1: 0.3493 loss_ce_2: 0.3012 loss_bbox_2: 0.1842 loss_giou_2: 0.3294 loss_ce_3: 0.2659 loss_bbox_3: 0.1763 loss_giou_3: 0.3192 loss_ce_4: 0.2564 loss_bbox_4: 0.1714 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:27] d2.utils.events INFO: eta: 9:15:39 iter: 331479 total_loss: 5.14 loss_ce: 0.2516 loss_bbox: 0.1633 loss_giou: 0.306 loss_ce_0: 0.4727 loss_bbox_0: 0.2899 loss_giou_0: 0.4727 loss_ce_1: 0.3716 loss_bbox_1: 0.1892 loss_giou_1: 0.354 loss_ce_2: 0.3037 loss_bbox_2: 0.1756 loss_giou_2: 0.32 loss_ce_3: 0.2708 loss_bbox_3: 0.1683 loss_giou_3: 0.3141 loss_ce_4: 0.2517 loss_bbox_4: 0.1635 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0182 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:32] d2.utils.events INFO: eta: 9:15:24 iter: 331499 total_loss: 5.048 loss_ce: 0.2401 loss_bbox: 0.1757 loss_giou: 0.304 loss_ce_0: 0.454 loss_bbox_0: 0.2899 loss_giou_0: 0.4531 loss_ce_1: 0.3659 loss_bbox_1: 0.1949 loss_giou_1: 0.3432 loss_ce_2: 0.2927 loss_bbox_2: 0.179 loss_giou_2: 0.3151 loss_ce_3: 0.258 loss_bbox_3: 0.178 loss_giou_3: 0.3084 loss_ce_4: 0.2505 loss_bbox_4: 0.1728 loss_giou_4: 0.3063 time: 0.2799 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:38] d2.utils.events INFO: eta: 9:15:26 iter: 331519 total_loss: 5.479 loss_ce: 0.2465 loss_bbox: 0.1633 loss_giou: 0.3505 loss_ce_0: 0.4802 loss_bbox_0: 0.2837 loss_giou_0: 0.5262 loss_ce_1: 0.3698 loss_bbox_1: 0.1988 loss_giou_1: 0.3927 loss_ce_2: 0.3046 loss_bbox_2: 0.1783 loss_giou_2: 0.3632 loss_ce_3: 0.2675 loss_bbox_3: 0.1715 loss_giou_3: 0.3569 loss_ce_4: 0.2544 loss_bbox_4: 0.1681 loss_giou_4: 0.3504 time: 0.2799 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:44] d2.utils.events INFO: eta: 9:15:14 iter: 331539 total_loss: 5.488 loss_ce: 0.2561 loss_bbox: 0.1829 loss_giou: 0.3237 loss_ce_0: 0.4818 loss_bbox_0: 0.3046 loss_giou_0: 0.5004 loss_ce_1: 0.3692 loss_bbox_1: 0.2184 loss_giou_1: 0.3732 loss_ce_2: 0.2941 loss_bbox_2: 0.1927 loss_giou_2: 0.3358 loss_ce_3: 0.284 loss_bbox_3: 0.1899 loss_giou_3: 0.333 loss_ce_4: 0.2698 loss_bbox_4: 0.1841 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:49] d2.utils.events INFO: eta: 9:15:08 iter: 331559 total_loss: 5.396 loss_ce: 0.2484 loss_bbox: 0.1736 loss_giou: 0.3377 loss_ce_0: 0.4702 loss_bbox_0: 0.2933 loss_giou_0: 0.5223 loss_ce_1: 0.3568 loss_bbox_1: 0.2054 loss_giou_1: 0.3833 loss_ce_2: 0.2937 loss_bbox_2: 0.1852 loss_giou_2: 0.3574 loss_ce_3: 0.2631 loss_bbox_3: 0.181 loss_giou_3: 0.3466 loss_ce_4: 0.2369 loss_bbox_4: 0.18 loss_giou_4: 0.3438 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:16:55] d2.utils.events INFO: eta: 9:15:05 iter: 331579 total_loss: 5.662 loss_ce: 0.2577 loss_bbox: 0.1717 loss_giou: 0.3308 loss_ce_0: 0.476 loss_bbox_0: 0.2876 loss_giou_0: 0.5243 loss_ce_1: 0.3765 loss_bbox_1: 0.2001 loss_giou_1: 0.3808 loss_ce_2: 0.3137 loss_bbox_2: 0.1876 loss_giou_2: 0.3543 loss_ce_3: 0.2834 loss_bbox_3: 0.1849 loss_giou_3: 0.347 loss_ce_4: 0.2574 loss_bbox_4: 0.1745 loss_giou_4: 0.3325 time: 0.2799 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:01] d2.utils.events INFO: eta: 9:15:05 iter: 331599 total_loss: 5.7 loss_ce: 0.2737 loss_bbox: 0.1695 loss_giou: 0.3554 loss_ce_0: 0.4805 loss_bbox_0: 0.2919 loss_giou_0: 0.5367 loss_ce_1: 0.3815 loss_bbox_1: 0.2042 loss_giou_1: 0.4112 loss_ce_2: 0.3246 loss_bbox_2: 0.181 loss_giou_2: 0.3798 loss_ce_3: 0.2862 loss_bbox_3: 0.1732 loss_giou_3: 0.3619 loss_ce_4: 0.28 loss_bbox_4: 0.1716 loss_giou_4: 0.362 time: 0.2799 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:06] d2.utils.events INFO: eta: 9:14:45 iter: 331619 total_loss: 5.328 loss_ce: 0.2384 loss_bbox: 0.1778 loss_giou: 0.3281 loss_ce_0: 0.4757 loss_bbox_0: 0.3036 loss_giou_0: 0.4998 loss_ce_1: 0.3581 loss_bbox_1: 0.2112 loss_giou_1: 0.3709 loss_ce_2: 0.287 loss_bbox_2: 0.1856 loss_giou_2: 0.3363 loss_ce_3: 0.2589 loss_bbox_3: 0.1793 loss_giou_3: 0.3361 loss_ce_4: 0.2451 loss_bbox_4: 0.1799 loss_giou_4: 0.3293 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:12] d2.utils.events INFO: eta: 9:14:48 iter: 331639 total_loss: 5.173 loss_ce: 0.253 loss_bbox: 0.1539 loss_giou: 0.3057 loss_ce_0: 0.4766 loss_bbox_0: 0.2831 loss_giou_0: 0.5 loss_ce_1: 0.3665 loss_bbox_1: 0.1923 loss_giou_1: 0.3578 loss_ce_2: 0.2981 loss_bbox_2: 0.1752 loss_giou_2: 0.3262 loss_ce_3: 0.2598 loss_bbox_3: 0.1623 loss_giou_3: 0.3129 loss_ce_4: 0.253 loss_bbox_4: 0.1584 loss_giou_4: 0.3034 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:18] d2.utils.events INFO: eta: 9:14:45 iter: 331659 total_loss: 5.54 loss_ce: 0.25 loss_bbox: 0.1834 loss_giou: 0.3151 loss_ce_0: 0.4655 loss_bbox_0: 0.3161 loss_giou_0: 0.5061 loss_ce_1: 0.3629 loss_bbox_1: 0.2072 loss_giou_1: 0.3594 loss_ce_2: 0.3041 loss_bbox_2: 0.1958 loss_giou_2: 0.3356 loss_ce_3: 0.2729 loss_bbox_3: 0.1847 loss_giou_3: 0.3213 loss_ce_4: 0.2533 loss_bbox_4: 0.1856 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:24] d2.utils.events INFO: eta: 9:14:33 iter: 331679 total_loss: 5.545 loss_ce: 0.2682 loss_bbox: 0.1747 loss_giou: 0.3199 loss_ce_0: 0.4854 loss_bbox_0: 0.291 loss_giou_0: 0.5043 loss_ce_1: 0.3837 loss_bbox_1: 0.1924 loss_giou_1: 0.3598 loss_ce_2: 0.3376 loss_bbox_2: 0.178 loss_giou_2: 0.3462 loss_ce_3: 0.2886 loss_bbox_3: 0.1819 loss_giou_3: 0.3366 loss_ce_4: 0.2731 loss_bbox_4: 0.1786 loss_giou_4: 0.324 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:29] d2.utils.events INFO: eta: 9:14:27 iter: 331699 total_loss: 5.456 loss_ce: 0.2464 loss_bbox: 0.1824 loss_giou: 0.3153 loss_ce_0: 0.4647 loss_bbox_0: 0.3082 loss_giou_0: 0.4958 loss_ce_1: 0.3551 loss_bbox_1: 0.2166 loss_giou_1: 0.3655 loss_ce_2: 0.2934 loss_bbox_2: 0.1948 loss_giou_2: 0.3328 loss_ce_3: 0.2717 loss_bbox_3: 0.1888 loss_giou_3: 0.3275 loss_ce_4: 0.2556 loss_bbox_4: 0.1854 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:35] d2.utils.events INFO: eta: 9:14:21 iter: 331719 total_loss: 5.094 loss_ce: 0.2349 loss_bbox: 0.1493 loss_giou: 0.331 loss_ce_0: 0.4498 loss_bbox_0: 0.2724 loss_giou_0: 0.5123 loss_ce_1: 0.3549 loss_bbox_1: 0.1868 loss_giou_1: 0.3769 loss_ce_2: 0.2917 loss_bbox_2: 0.165 loss_giou_2: 0.3448 loss_ce_3: 0.2558 loss_bbox_3: 0.162 loss_giou_3: 0.3324 loss_ce_4: 0.2434 loss_bbox_4: 0.1558 loss_giou_4: 0.3331 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:41] d2.utils.events INFO: eta: 9:14:11 iter: 331739 total_loss: 5.114 loss_ce: 0.2397 loss_bbox: 0.1781 loss_giou: 0.3167 loss_ce_0: 0.4687 loss_bbox_0: 0.277 loss_giou_0: 0.482 loss_ce_1: 0.3579 loss_bbox_1: 0.1999 loss_giou_1: 0.3504 loss_ce_2: 0.2925 loss_bbox_2: 0.1889 loss_giou_2: 0.3294 loss_ce_3: 0.2587 loss_bbox_3: 0.179 loss_giou_3: 0.3191 loss_ce_4: 0.2479 loss_bbox_4: 0.1764 loss_giou_4: 0.3185 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:46] d2.utils.events INFO: eta: 9:14:17 iter: 331759 total_loss: 5.389 loss_ce: 0.2535 loss_bbox: 0.1633 loss_giou: 0.3166 loss_ce_0: 0.4741 loss_bbox_0: 0.2914 loss_giou_0: 0.4902 loss_ce_1: 0.3587 loss_bbox_1: 0.2011 loss_giou_1: 0.355 loss_ce_2: 0.3144 loss_bbox_2: 0.1758 loss_giou_2: 0.3292 loss_ce_3: 0.2698 loss_bbox_3: 0.1697 loss_giou_3: 0.3255 loss_ce_4: 0.2549 loss_bbox_4: 0.1662 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:52] d2.utils.events INFO: eta: 9:14:01 iter: 331779 total_loss: 5.111 loss_ce: 0.2462 loss_bbox: 0.167 loss_giou: 0.3069 loss_ce_0: 0.4608 loss_bbox_0: 0.2873 loss_giou_0: 0.4888 loss_ce_1: 0.3589 loss_bbox_1: 0.1923 loss_giou_1: 0.3588 loss_ce_2: 0.3002 loss_bbox_2: 0.1773 loss_giou_2: 0.3295 loss_ce_3: 0.2571 loss_bbox_3: 0.1737 loss_giou_3: 0.3196 loss_ce_4: 0.2484 loss_bbox_4: 0.1706 loss_giou_4: 0.3086 time: 0.2799 data_time: 0.0190 lr: 2.5e-05 max_mem: 5427M [11/03 16:17:58] d2.utils.events INFO: eta: 9:14:07 iter: 331799 total_loss: 5.234 loss_ce: 0.2531 loss_bbox: 0.1659 loss_giou: 0.3247 loss_ce_0: 0.4622 loss_bbox_0: 0.2917 loss_giou_0: 0.4894 loss_ce_1: 0.3609 loss_bbox_1: 0.2013 loss_giou_1: 0.3622 loss_ce_2: 0.3044 loss_bbox_2: 0.1795 loss_giou_2: 0.3427 loss_ce_3: 0.2655 loss_bbox_3: 0.1712 loss_giou_3: 0.3364 loss_ce_4: 0.2523 loss_bbox_4: 0.1635 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:03] d2.utils.events INFO: eta: 9:14:02 iter: 331819 total_loss: 5.462 loss_ce: 0.28 loss_bbox: 0.1668 loss_giou: 0.3399 loss_ce_0: 0.4692 loss_bbox_0: 0.2969 loss_giou_0: 0.5193 loss_ce_1: 0.3598 loss_bbox_1: 0.1976 loss_giou_1: 0.3932 loss_ce_2: 0.3188 loss_bbox_2: 0.183 loss_giou_2: 0.3586 loss_ce_3: 0.2826 loss_bbox_3: 0.1742 loss_giou_3: 0.3527 loss_ce_4: 0.2807 loss_bbox_4: 0.1713 loss_giou_4: 0.3458 time: 0.2799 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:09] d2.utils.events INFO: eta: 9:14:01 iter: 331839 total_loss: 5.172 loss_ce: 0.2458 loss_bbox: 0.1612 loss_giou: 0.3142 loss_ce_0: 0.4667 loss_bbox_0: 0.2733 loss_giou_0: 0.4868 loss_ce_1: 0.3494 loss_bbox_1: 0.1896 loss_giou_1: 0.3617 loss_ce_2: 0.3005 loss_bbox_2: 0.1735 loss_giou_2: 0.3426 loss_ce_3: 0.2703 loss_bbox_3: 0.1677 loss_giou_3: 0.3244 loss_ce_4: 0.2502 loss_bbox_4: 0.16 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:15] d2.utils.events INFO: eta: 9:14:07 iter: 331859 total_loss: 5.238 loss_ce: 0.2473 loss_bbox: 0.1735 loss_giou: 0.3201 loss_ce_0: 0.471 loss_bbox_0: 0.31 loss_giou_0: 0.4891 loss_ce_1: 0.3567 loss_bbox_1: 0.2139 loss_giou_1: 0.3721 loss_ce_2: 0.2994 loss_bbox_2: 0.1885 loss_giou_2: 0.3351 loss_ce_3: 0.2664 loss_bbox_3: 0.177 loss_giou_3: 0.3273 loss_ce_4: 0.2495 loss_bbox_4: 0.1725 loss_giou_4: 0.322 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:21] d2.utils.events INFO: eta: 9:13:46 iter: 331879 total_loss: 5.466 loss_ce: 0.259 loss_bbox: 0.1808 loss_giou: 0.3229 loss_ce_0: 0.4752 loss_bbox_0: 0.3053 loss_giou_0: 0.4892 loss_ce_1: 0.3716 loss_bbox_1: 0.2099 loss_giou_1: 0.3773 loss_ce_2: 0.3102 loss_bbox_2: 0.1935 loss_giou_2: 0.3483 loss_ce_3: 0.269 loss_bbox_3: 0.1832 loss_giou_3: 0.334 loss_ce_4: 0.2691 loss_bbox_4: 0.1808 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:26] d2.utils.events INFO: eta: 9:13:44 iter: 331899 total_loss: 5.283 loss_ce: 0.2464 loss_bbox: 0.1681 loss_giou: 0.3147 loss_ce_0: 0.485 loss_bbox_0: 0.2943 loss_giou_0: 0.5124 loss_ce_1: 0.3571 loss_bbox_1: 0.1954 loss_giou_1: 0.3616 loss_ce_2: 0.2888 loss_bbox_2: 0.1785 loss_giou_2: 0.3351 loss_ce_3: 0.2689 loss_bbox_3: 0.1723 loss_giou_3: 0.3225 loss_ce_4: 0.2485 loss_bbox_4: 0.1695 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:32] d2.utils.events INFO: eta: 9:13:44 iter: 331919 total_loss: 5.509 loss_ce: 0.2566 loss_bbox: 0.1673 loss_giou: 0.3489 loss_ce_0: 0.4602 loss_bbox_0: 0.2902 loss_giou_0: 0.5366 loss_ce_1: 0.3629 loss_bbox_1: 0.2009 loss_giou_1: 0.4025 loss_ce_2: 0.2913 loss_bbox_2: 0.1787 loss_giou_2: 0.365 loss_ce_3: 0.259 loss_bbox_3: 0.1709 loss_giou_3: 0.3515 loss_ce_4: 0.256 loss_bbox_4: 0.1685 loss_giou_4: 0.3524 time: 0.2799 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:38] d2.utils.events INFO: eta: 9:13:51 iter: 331939 total_loss: 5.388 loss_ce: 0.266 loss_bbox: 0.1688 loss_giou: 0.3208 loss_ce_0: 0.476 loss_bbox_0: 0.292 loss_giou_0: 0.4974 loss_ce_1: 0.3759 loss_bbox_1: 0.1946 loss_giou_1: 0.3679 loss_ce_2: 0.3141 loss_bbox_2: 0.1797 loss_giou_2: 0.3422 loss_ce_3: 0.2824 loss_bbox_3: 0.1767 loss_giou_3: 0.3335 loss_ce_4: 0.2708 loss_bbox_4: 0.1702 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:43] d2.utils.events INFO: eta: 9:13:27 iter: 331959 total_loss: 5.118 loss_ce: 0.2257 loss_bbox: 0.162 loss_giou: 0.315 loss_ce_0: 0.4643 loss_bbox_0: 0.2715 loss_giou_0: 0.4866 loss_ce_1: 0.344 loss_bbox_1: 0.1962 loss_giou_1: 0.3615 loss_ce_2: 0.3002 loss_bbox_2: 0.1759 loss_giou_2: 0.3395 loss_ce_3: 0.2597 loss_bbox_3: 0.1702 loss_giou_3: 0.3272 loss_ce_4: 0.2303 loss_bbox_4: 0.1669 loss_giou_4: 0.3204 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:49] d2.utils.events INFO: eta: 9:13:44 iter: 331979 total_loss: 5.028 loss_ce: 0.2422 loss_bbox: 0.1719 loss_giou: 0.301 loss_ce_0: 0.4289 loss_bbox_0: 0.2801 loss_giou_0: 0.4833 loss_ce_1: 0.3302 loss_bbox_1: 0.204 loss_giou_1: 0.3506 loss_ce_2: 0.2787 loss_bbox_2: 0.1869 loss_giou_2: 0.3265 loss_ce_3: 0.248 loss_bbox_3: 0.1747 loss_giou_3: 0.3126 loss_ce_4: 0.2446 loss_bbox_4: 0.1698 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 16:18:55] d2.utils.events INFO: eta: 9:13:43 iter: 331999 total_loss: 5.398 loss_ce: 0.264 loss_bbox: 0.1782 loss_giou: 0.3183 loss_ce_0: 0.4765 loss_bbox_0: 0.307 loss_giou_0: 0.4856 loss_ce_1: 0.3727 loss_bbox_1: 0.2174 loss_giou_1: 0.3674 loss_ce_2: 0.3117 loss_bbox_2: 0.1931 loss_giou_2: 0.3399 loss_ce_3: 0.2762 loss_bbox_3: 0.1872 loss_giou_3: 0.3282 loss_ce_4: 0.2667 loss_bbox_4: 0.1825 loss_giou_4: 0.3223 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:00] d2.utils.events INFO: eta: 9:13:35 iter: 332019 total_loss: 5.31 loss_ce: 0.2546 loss_bbox: 0.1679 loss_giou: 0.3165 loss_ce_0: 0.4614 loss_bbox_0: 0.2904 loss_giou_0: 0.4741 loss_ce_1: 0.3528 loss_bbox_1: 0.2115 loss_giou_1: 0.3567 loss_ce_2: 0.2942 loss_bbox_2: 0.1866 loss_giou_2: 0.3332 loss_ce_3: 0.2627 loss_bbox_3: 0.1785 loss_giou_3: 0.3266 loss_ce_4: 0.2541 loss_bbox_4: 0.1725 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:06] d2.utils.events INFO: eta: 9:13:14 iter: 332039 total_loss: 5.345 loss_ce: 0.2674 loss_bbox: 0.1725 loss_giou: 0.3148 loss_ce_0: 0.4658 loss_bbox_0: 0.2954 loss_giou_0: 0.4935 loss_ce_1: 0.3685 loss_bbox_1: 0.21 loss_giou_1: 0.3606 loss_ce_2: 0.304 loss_bbox_2: 0.1915 loss_giou_2: 0.3328 loss_ce_3: 0.2694 loss_bbox_3: 0.1796 loss_giou_3: 0.3214 loss_ce_4: 0.2641 loss_bbox_4: 0.1736 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:12] d2.utils.events INFO: eta: 9:13:08 iter: 332059 total_loss: 5.18 loss_ce: 0.2443 loss_bbox: 0.1792 loss_giou: 0.3082 loss_ce_0: 0.4697 loss_bbox_0: 0.3017 loss_giou_0: 0.4901 loss_ce_1: 0.3669 loss_bbox_1: 0.2058 loss_giou_1: 0.3522 loss_ce_2: 0.2845 loss_bbox_2: 0.185 loss_giou_2: 0.3287 loss_ce_3: 0.2521 loss_bbox_3: 0.1817 loss_giou_3: 0.3191 loss_ce_4: 0.2464 loss_bbox_4: 0.1818 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:17] d2.utils.events INFO: eta: 9:13:12 iter: 332079 total_loss: 5.56 loss_ce: 0.2605 loss_bbox: 0.1612 loss_giou: 0.3314 loss_ce_0: 0.4816 loss_bbox_0: 0.302 loss_giou_0: 0.5062 loss_ce_1: 0.3873 loss_bbox_1: 0.2024 loss_giou_1: 0.3801 loss_ce_2: 0.3125 loss_bbox_2: 0.1786 loss_giou_2: 0.3541 loss_ce_3: 0.2838 loss_bbox_3: 0.1703 loss_giou_3: 0.3443 loss_ce_4: 0.2715 loss_bbox_4: 0.1663 loss_giou_4: 0.3361 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:23] d2.utils.events INFO: eta: 9:12:57 iter: 332099 total_loss: 5.403 loss_ce: 0.2508 loss_bbox: 0.1698 loss_giou: 0.3398 loss_ce_0: 0.4905 loss_bbox_0: 0.289 loss_giou_0: 0.5371 loss_ce_1: 0.3526 loss_bbox_1: 0.1964 loss_giou_1: 0.4013 loss_ce_2: 0.2937 loss_bbox_2: 0.183 loss_giou_2: 0.3578 loss_ce_3: 0.2623 loss_bbox_3: 0.1726 loss_giou_3: 0.3499 loss_ce_4: 0.2585 loss_bbox_4: 0.1722 loss_giou_4: 0.3414 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:29] d2.utils.events INFO: eta: 9:13:01 iter: 332119 total_loss: 5.568 loss_ce: 0.272 loss_bbox: 0.1743 loss_giou: 0.3297 loss_ce_0: 0.4891 loss_bbox_0: 0.2985 loss_giou_0: 0.529 loss_ce_1: 0.3736 loss_bbox_1: 0.2106 loss_giou_1: 0.3942 loss_ce_2: 0.3235 loss_bbox_2: 0.1921 loss_giou_2: 0.3577 loss_ce_3: 0.2901 loss_bbox_3: 0.1777 loss_giou_3: 0.3464 loss_ce_4: 0.2747 loss_bbox_4: 0.1761 loss_giou_4: 0.3348 time: 0.2799 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:34] d2.utils.events INFO: eta: 9:12:46 iter: 332139 total_loss: 5.176 loss_ce: 0.251 loss_bbox: 0.1665 loss_giou: 0.3239 loss_ce_0: 0.4841 loss_bbox_0: 0.2858 loss_giou_0: 0.4807 loss_ce_1: 0.3603 loss_bbox_1: 0.1915 loss_giou_1: 0.3613 loss_ce_2: 0.2945 loss_bbox_2: 0.1762 loss_giou_2: 0.3445 loss_ce_3: 0.2655 loss_bbox_3: 0.1739 loss_giou_3: 0.3335 loss_ce_4: 0.2504 loss_bbox_4: 0.169 loss_giou_4: 0.3302 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:40] d2.utils.events INFO: eta: 9:12:26 iter: 332159 total_loss: 5.499 loss_ce: 0.2608 loss_bbox: 0.1803 loss_giou: 0.3096 loss_ce_0: 0.4809 loss_bbox_0: 0.3042 loss_giou_0: 0.4947 loss_ce_1: 0.3685 loss_bbox_1: 0.216 loss_giou_1: 0.372 loss_ce_2: 0.3131 loss_bbox_2: 0.1876 loss_giou_2: 0.3333 loss_ce_3: 0.273 loss_bbox_3: 0.1826 loss_giou_3: 0.3172 loss_ce_4: 0.265 loss_bbox_4: 0.1754 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:46] d2.utils.events INFO: eta: 9:12:21 iter: 332179 total_loss: 5.302 loss_ce: 0.2614 loss_bbox: 0.167 loss_giou: 0.3231 loss_ce_0: 0.4849 loss_bbox_0: 0.2864 loss_giou_0: 0.5017 loss_ce_1: 0.3699 loss_bbox_1: 0.1972 loss_giou_1: 0.3892 loss_ce_2: 0.3135 loss_bbox_2: 0.1808 loss_giou_2: 0.3567 loss_ce_3: 0.2863 loss_bbox_3: 0.176 loss_giou_3: 0.3441 loss_ce_4: 0.2694 loss_bbox_4: 0.171 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:51] d2.utils.events INFO: eta: 9:12:16 iter: 332199 total_loss: 5.293 loss_ce: 0.2559 loss_bbox: 0.163 loss_giou: 0.3343 loss_ce_0: 0.4808 loss_bbox_0: 0.3015 loss_giou_0: 0.5074 loss_ce_1: 0.3695 loss_bbox_1: 0.2045 loss_giou_1: 0.3741 loss_ce_2: 0.3078 loss_bbox_2: 0.1842 loss_giou_2: 0.3521 loss_ce_3: 0.275 loss_bbox_3: 0.1741 loss_giou_3: 0.3402 loss_ce_4: 0.2592 loss_bbox_4: 0.1734 loss_giou_4: 0.3384 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 16:19:57] d2.utils.events INFO: eta: 9:12:14 iter: 332219 total_loss: 5.389 loss_ce: 0.241 loss_bbox: 0.171 loss_giou: 0.3276 loss_ce_0: 0.4543 loss_bbox_0: 0.2971 loss_giou_0: 0.537 loss_ce_1: 0.3562 loss_bbox_1: 0.2025 loss_giou_1: 0.3901 loss_ce_2: 0.2878 loss_bbox_2: 0.1879 loss_giou_2: 0.3593 loss_ce_3: 0.2572 loss_bbox_3: 0.1782 loss_giou_3: 0.3496 loss_ce_4: 0.2418 loss_bbox_4: 0.1696 loss_giou_4: 0.3368 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:03] d2.utils.events INFO: eta: 9:12:05 iter: 332239 total_loss: 5.284 loss_ce: 0.2658 loss_bbox: 0.1712 loss_giou: 0.3033 loss_ce_0: 0.4744 loss_bbox_0: 0.2915 loss_giou_0: 0.4546 loss_ce_1: 0.352 loss_bbox_1: 0.209 loss_giou_1: 0.3557 loss_ce_2: 0.3061 loss_bbox_2: 0.1861 loss_giou_2: 0.3239 loss_ce_3: 0.2897 loss_bbox_3: 0.1808 loss_giou_3: 0.3154 loss_ce_4: 0.2624 loss_bbox_4: 0.1762 loss_giou_4: 0.3082 time: 0.2799 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:09] d2.utils.events INFO: eta: 9:12:21 iter: 332259 total_loss: 5.21 loss_ce: 0.2603 loss_bbox: 0.1788 loss_giou: 0.31 loss_ce_0: 0.466 loss_bbox_0: 0.2988 loss_giou_0: 0.4646 loss_ce_1: 0.3576 loss_bbox_1: 0.2122 loss_giou_1: 0.3545 loss_ce_2: 0.2863 loss_bbox_2: 0.1946 loss_giou_2: 0.3305 loss_ce_3: 0.2601 loss_bbox_3: 0.1886 loss_giou_3: 0.3198 loss_ce_4: 0.2586 loss_bbox_4: 0.1799 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:14] d2.utils.events INFO: eta: 9:11:54 iter: 332279 total_loss: 5.521 loss_ce: 0.2663 loss_bbox: 0.1758 loss_giou: 0.3284 loss_ce_0: 0.4732 loss_bbox_0: 0.2954 loss_giou_0: 0.4989 loss_ce_1: 0.3605 loss_bbox_1: 0.2076 loss_giou_1: 0.3779 loss_ce_2: 0.313 loss_bbox_2: 0.1893 loss_giou_2: 0.3375 loss_ce_3: 0.2817 loss_bbox_3: 0.1856 loss_giou_3: 0.3357 loss_ce_4: 0.2759 loss_bbox_4: 0.1797 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:20] d2.utils.events INFO: eta: 9:11:48 iter: 332299 total_loss: 5.33 loss_ce: 0.2602 loss_bbox: 0.1766 loss_giou: 0.3127 loss_ce_0: 0.476 loss_bbox_0: 0.2881 loss_giou_0: 0.4792 loss_ce_1: 0.3593 loss_bbox_1: 0.2038 loss_giou_1: 0.3638 loss_ce_2: 0.3017 loss_bbox_2: 0.1911 loss_giou_2: 0.3424 loss_ce_3: 0.2715 loss_bbox_3: 0.1824 loss_giou_3: 0.329 loss_ce_4: 0.2583 loss_bbox_4: 0.1795 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:25] d2.utils.events INFO: eta: 9:11:42 iter: 332319 total_loss: 5.418 loss_ce: 0.2515 loss_bbox: 0.1907 loss_giou: 0.3128 loss_ce_0: 0.4654 loss_bbox_0: 0.3252 loss_giou_0: 0.5058 loss_ce_1: 0.3582 loss_bbox_1: 0.2314 loss_giou_1: 0.3587 loss_ce_2: 0.2998 loss_bbox_2: 0.208 loss_giou_2: 0.3304 loss_ce_3: 0.2685 loss_bbox_3: 0.2025 loss_giou_3: 0.3241 loss_ce_4: 0.2479 loss_bbox_4: 0.1975 loss_giou_4: 0.3188 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:31] d2.utils.events INFO: eta: 9:11:40 iter: 332339 total_loss: 5.209 loss_ce: 0.2581 loss_bbox: 0.1588 loss_giou: 0.3311 loss_ce_0: 0.467 loss_bbox_0: 0.2784 loss_giou_0: 0.497 loss_ce_1: 0.3689 loss_bbox_1: 0.1899 loss_giou_1: 0.3768 loss_ce_2: 0.3183 loss_bbox_2: 0.1686 loss_giou_2: 0.3403 loss_ce_3: 0.2735 loss_bbox_3: 0.1643 loss_giou_3: 0.3355 loss_ce_4: 0.2577 loss_bbox_4: 0.1605 loss_giou_4: 0.3313 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:37] d2.utils.events INFO: eta: 9:11:31 iter: 332359 total_loss: 5.371 loss_ce: 0.2676 loss_bbox: 0.1682 loss_giou: 0.3408 loss_ce_0: 0.4676 loss_bbox_0: 0.2799 loss_giou_0: 0.5145 loss_ce_1: 0.364 loss_bbox_1: 0.1916 loss_giou_1: 0.3843 loss_ce_2: 0.3144 loss_bbox_2: 0.1761 loss_giou_2: 0.3547 loss_ce_3: 0.2736 loss_bbox_3: 0.1745 loss_giou_3: 0.348 loss_ce_4: 0.2646 loss_bbox_4: 0.1704 loss_giou_4: 0.34 time: 0.2799 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:43] d2.utils.events INFO: eta: 9:11:25 iter: 332379 total_loss: 5.167 loss_ce: 0.2462 loss_bbox: 0.1776 loss_giou: 0.3027 loss_ce_0: 0.4811 loss_bbox_0: 0.2848 loss_giou_0: 0.4912 loss_ce_1: 0.3682 loss_bbox_1: 0.2081 loss_giou_1: 0.3526 loss_ce_2: 0.3018 loss_bbox_2: 0.192 loss_giou_2: 0.3267 loss_ce_3: 0.2645 loss_bbox_3: 0.1849 loss_giou_3: 0.3109 loss_ce_4: 0.2581 loss_bbox_4: 0.1806 loss_giou_4: 0.3058 time: 0.2799 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:48] d2.utils.events INFO: eta: 9:11:19 iter: 332399 total_loss: 5.191 loss_ce: 0.2379 loss_bbox: 0.1728 loss_giou: 0.3129 loss_ce_0: 0.4669 loss_bbox_0: 0.288 loss_giou_0: 0.5031 loss_ce_1: 0.3504 loss_bbox_1: 0.2022 loss_giou_1: 0.3653 loss_ce_2: 0.2866 loss_bbox_2: 0.1907 loss_giou_2: 0.3388 loss_ce_3: 0.2558 loss_bbox_3: 0.1805 loss_giou_3: 0.3262 loss_ce_4: 0.2432 loss_bbox_4: 0.1756 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:54] d2.utils.events INFO: eta: 9:11:11 iter: 332419 total_loss: 5.554 loss_ce: 0.27 loss_bbox: 0.1627 loss_giou: 0.3248 loss_ce_0: 0.4739 loss_bbox_0: 0.295 loss_giou_0: 0.5218 loss_ce_1: 0.3689 loss_bbox_1: 0.2019 loss_giou_1: 0.3787 loss_ce_2: 0.3153 loss_bbox_2: 0.1758 loss_giou_2: 0.3483 loss_ce_3: 0.2854 loss_bbox_3: 0.171 loss_giou_3: 0.3354 loss_ce_4: 0.2773 loss_bbox_4: 0.1663 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 16:20:59] d2.utils.events INFO: eta: 9:11:00 iter: 332439 total_loss: 5.589 loss_ce: 0.286 loss_bbox: 0.177 loss_giou: 0.3424 loss_ce_0: 0.4803 loss_bbox_0: 0.3095 loss_giou_0: 0.5223 loss_ce_1: 0.3869 loss_bbox_1: 0.2167 loss_giou_1: 0.3952 loss_ce_2: 0.3342 loss_bbox_2: 0.2006 loss_giou_2: 0.3715 loss_ce_3: 0.3002 loss_bbox_3: 0.1902 loss_giou_3: 0.3546 loss_ce_4: 0.2884 loss_bbox_4: 0.1826 loss_giou_4: 0.3423 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:05] d2.utils.events INFO: eta: 9:10:49 iter: 332459 total_loss: 5.114 loss_ce: 0.2435 loss_bbox: 0.1622 loss_giou: 0.289 loss_ce_0: 0.4571 loss_bbox_0: 0.2971 loss_giou_0: 0.4708 loss_ce_1: 0.3385 loss_bbox_1: 0.1948 loss_giou_1: 0.3349 loss_ce_2: 0.2967 loss_bbox_2: 0.1734 loss_giou_2: 0.2999 loss_ce_3: 0.266 loss_bbox_3: 0.1723 loss_giou_3: 0.2971 loss_ce_4: 0.2513 loss_bbox_4: 0.1648 loss_giou_4: 0.2923 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:11] d2.utils.events INFO: eta: 9:10:44 iter: 332479 total_loss: 5.642 loss_ce: 0.2808 loss_bbox: 0.1809 loss_giou: 0.3426 loss_ce_0: 0.4833 loss_bbox_0: 0.2919 loss_giou_0: 0.5317 loss_ce_1: 0.3911 loss_bbox_1: 0.2165 loss_giou_1: 0.3956 loss_ce_2: 0.3371 loss_bbox_2: 0.1925 loss_giou_2: 0.3626 loss_ce_3: 0.2974 loss_bbox_3: 0.1846 loss_giou_3: 0.3522 loss_ce_4: 0.2866 loss_bbox_4: 0.1819 loss_giou_4: 0.3509 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:17] d2.utils.events INFO: eta: 9:10:38 iter: 332499 total_loss: 5.109 loss_ce: 0.2647 loss_bbox: 0.181 loss_giou: 0.3038 loss_ce_0: 0.4648 loss_bbox_0: 0.3102 loss_giou_0: 0.4915 loss_ce_1: 0.3732 loss_bbox_1: 0.2068 loss_giou_1: 0.3423 loss_ce_2: 0.317 loss_bbox_2: 0.1957 loss_giou_2: 0.3302 loss_ce_3: 0.2854 loss_bbox_3: 0.1791 loss_giou_3: 0.3113 loss_ce_4: 0.265 loss_bbox_4: 0.1817 loss_giou_4: 0.3054 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:22] d2.utils.events INFO: eta: 9:10:27 iter: 332519 total_loss: 5.1 loss_ce: 0.2334 loss_bbox: 0.1618 loss_giou: 0.3233 loss_ce_0: 0.455 loss_bbox_0: 0.2818 loss_giou_0: 0.5236 loss_ce_1: 0.3427 loss_bbox_1: 0.1831 loss_giou_1: 0.3752 loss_ce_2: 0.2823 loss_bbox_2: 0.1739 loss_giou_2: 0.3434 loss_ce_3: 0.2399 loss_bbox_3: 0.1669 loss_giou_3: 0.3343 loss_ce_4: 0.2362 loss_bbox_4: 0.1657 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:28] d2.utils.events INFO: eta: 9:10:27 iter: 332539 total_loss: 5.327 loss_ce: 0.2414 loss_bbox: 0.1669 loss_giou: 0.3142 loss_ce_0: 0.4637 loss_bbox_0: 0.2909 loss_giou_0: 0.5065 loss_ce_1: 0.3638 loss_bbox_1: 0.1951 loss_giou_1: 0.3617 loss_ce_2: 0.2893 loss_bbox_2: 0.1738 loss_giou_2: 0.3321 loss_ce_3: 0.2555 loss_bbox_3: 0.1723 loss_giou_3: 0.3257 loss_ce_4: 0.2476 loss_bbox_4: 0.1667 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:34] d2.utils.events INFO: eta: 9:10:31 iter: 332559 total_loss: 5.125 loss_ce: 0.2287 loss_bbox: 0.1649 loss_giou: 0.3261 loss_ce_0: 0.4623 loss_bbox_0: 0.2791 loss_giou_0: 0.4978 loss_ce_1: 0.333 loss_bbox_1: 0.1939 loss_giou_1: 0.3846 loss_ce_2: 0.2646 loss_bbox_2: 0.1783 loss_giou_2: 0.3477 loss_ce_3: 0.2356 loss_bbox_3: 0.1671 loss_giou_3: 0.3321 loss_ce_4: 0.2256 loss_bbox_4: 0.1653 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:39] d2.utils.events INFO: eta: 9:10:24 iter: 332579 total_loss: 5.44 loss_ce: 0.2703 loss_bbox: 0.1605 loss_giou: 0.3256 loss_ce_0: 0.4836 loss_bbox_0: 0.2844 loss_giou_0: 0.5013 loss_ce_1: 0.3784 loss_bbox_1: 0.1913 loss_giou_1: 0.3744 loss_ce_2: 0.3261 loss_bbox_2: 0.1681 loss_giou_2: 0.3428 loss_ce_3: 0.2879 loss_bbox_3: 0.1657 loss_giou_3: 0.3326 loss_ce_4: 0.2875 loss_bbox_4: 0.1625 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:45] d2.utils.events INFO: eta: 9:10:12 iter: 332599 total_loss: 5.212 loss_ce: 0.259 loss_bbox: 0.1598 loss_giou: 0.32 loss_ce_0: 0.4687 loss_bbox_0: 0.2835 loss_giou_0: 0.5054 loss_ce_1: 0.3691 loss_bbox_1: 0.1968 loss_giou_1: 0.3735 loss_ce_2: 0.3053 loss_bbox_2: 0.1735 loss_giou_2: 0.3452 loss_ce_3: 0.2766 loss_bbox_3: 0.1686 loss_giou_3: 0.3353 loss_ce_4: 0.2611 loss_bbox_4: 0.1622 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:51] d2.utils.events INFO: eta: 9:10:13 iter: 332619 total_loss: 5.168 loss_ce: 0.2339 loss_bbox: 0.1669 loss_giou: 0.3054 loss_ce_0: 0.4562 loss_bbox_0: 0.2867 loss_giou_0: 0.492 loss_ce_1: 0.3636 loss_bbox_1: 0.1985 loss_giou_1: 0.362 loss_ce_2: 0.2926 loss_bbox_2: 0.1852 loss_giou_2: 0.3244 loss_ce_3: 0.2586 loss_bbox_3: 0.1778 loss_giou_3: 0.3202 loss_ce_4: 0.2368 loss_bbox_4: 0.1708 loss_giou_4: 0.3097 time: 0.2799 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 16:21:56] d2.utils.events INFO: eta: 9:10:06 iter: 332639 total_loss: 5.66 loss_ce: 0.2782 loss_bbox: 0.1669 loss_giou: 0.3323 loss_ce_0: 0.4762 loss_bbox_0: 0.286 loss_giou_0: 0.5147 loss_ce_1: 0.369 loss_bbox_1: 0.2038 loss_giou_1: 0.3803 loss_ce_2: 0.3194 loss_bbox_2: 0.1784 loss_giou_2: 0.3482 loss_ce_3: 0.286 loss_bbox_3: 0.1762 loss_giou_3: 0.3403 loss_ce_4: 0.2785 loss_bbox_4: 0.1665 loss_giou_4: 0.3339 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:02] d2.utils.events INFO: eta: 9:09:53 iter: 332659 total_loss: 5.163 loss_ce: 0.2422 loss_bbox: 0.1708 loss_giou: 0.3214 loss_ce_0: 0.4669 loss_bbox_0: 0.2951 loss_giou_0: 0.5027 loss_ce_1: 0.3632 loss_bbox_1: 0.2058 loss_giou_1: 0.3646 loss_ce_2: 0.2985 loss_bbox_2: 0.1865 loss_giou_2: 0.3382 loss_ce_3: 0.2581 loss_bbox_3: 0.1787 loss_giou_3: 0.323 loss_ce_4: 0.2429 loss_bbox_4: 0.1723 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:08] d2.utils.events INFO: eta: 9:09:56 iter: 332679 total_loss: 5.252 loss_ce: 0.2667 loss_bbox: 0.1701 loss_giou: 0.3214 loss_ce_0: 0.4624 loss_bbox_0: 0.3 loss_giou_0: 0.4825 loss_ce_1: 0.3627 loss_bbox_1: 0.2015 loss_giou_1: 0.3546 loss_ce_2: 0.3065 loss_bbox_2: 0.1864 loss_giou_2: 0.3331 loss_ce_3: 0.2795 loss_bbox_3: 0.175 loss_giou_3: 0.3279 loss_ce_4: 0.2679 loss_bbox_4: 0.1732 loss_giou_4: 0.3253 time: 0.2799 data_time: 0.0343 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:13] d2.utils.events INFO: eta: 9:09:56 iter: 332699 total_loss: 5.368 loss_ce: 0.2627 loss_bbox: 0.1772 loss_giou: 0.3066 loss_ce_0: 0.5032 loss_bbox_0: 0.3013 loss_giou_0: 0.4841 loss_ce_1: 0.3874 loss_bbox_1: 0.2083 loss_giou_1: 0.3521 loss_ce_2: 0.309 loss_bbox_2: 0.1946 loss_giou_2: 0.3227 loss_ce_3: 0.2707 loss_bbox_3: 0.1867 loss_giou_3: 0.3167 loss_ce_4: 0.2649 loss_bbox_4: 0.1822 loss_giou_4: 0.3062 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:19] d2.utils.events INFO: eta: 9:09:50 iter: 332719 total_loss: 5.278 loss_ce: 0.2397 loss_bbox: 0.1737 loss_giou: 0.3204 loss_ce_0: 0.4526 loss_bbox_0: 0.2951 loss_giou_0: 0.5085 loss_ce_1: 0.351 loss_bbox_1: 0.2103 loss_giou_1: 0.366 loss_ce_2: 0.2947 loss_bbox_2: 0.1818 loss_giou_2: 0.3275 loss_ce_3: 0.2623 loss_bbox_3: 0.1795 loss_giou_3: 0.3248 loss_ce_4: 0.2482 loss_bbox_4: 0.1754 loss_giou_4: 0.3244 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:25] d2.utils.events INFO: eta: 9:09:44 iter: 332739 total_loss: 5.332 loss_ce: 0.2573 loss_bbox: 0.184 loss_giou: 0.3174 loss_ce_0: 0.4829 loss_bbox_0: 0.2848 loss_giou_0: 0.504 loss_ce_1: 0.3699 loss_bbox_1: 0.2031 loss_giou_1: 0.3585 loss_ce_2: 0.3087 loss_bbox_2: 0.1989 loss_giou_2: 0.3369 loss_ce_3: 0.2734 loss_bbox_3: 0.1858 loss_giou_3: 0.3259 loss_ce_4: 0.2633 loss_bbox_4: 0.1877 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:30] d2.utils.events INFO: eta: 9:09:39 iter: 332759 total_loss: 5.258 loss_ce: 0.2666 loss_bbox: 0.1596 loss_giou: 0.3288 loss_ce_0: 0.4785 loss_bbox_0: 0.2864 loss_giou_0: 0.5111 loss_ce_1: 0.3715 loss_bbox_1: 0.1893 loss_giou_1: 0.3825 loss_ce_2: 0.3223 loss_bbox_2: 0.1654 loss_giou_2: 0.3447 loss_ce_3: 0.2927 loss_bbox_3: 0.1633 loss_giou_3: 0.3331 loss_ce_4: 0.2709 loss_bbox_4: 0.1612 loss_giou_4: 0.3321 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:36] d2.utils.events INFO: eta: 9:09:33 iter: 332779 total_loss: 5.213 loss_ce: 0.2468 loss_bbox: 0.1657 loss_giou: 0.3158 loss_ce_0: 0.463 loss_bbox_0: 0.2939 loss_giou_0: 0.4925 loss_ce_1: 0.3565 loss_bbox_1: 0.2001 loss_giou_1: 0.356 loss_ce_2: 0.2878 loss_bbox_2: 0.1798 loss_giou_2: 0.3271 loss_ce_3: 0.2616 loss_bbox_3: 0.172 loss_giou_3: 0.3186 loss_ce_4: 0.2495 loss_bbox_4: 0.1673 loss_giou_4: 0.3137 time: 0.2799 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:42] d2.utils.events INFO: eta: 9:09:28 iter: 332799 total_loss: 5.431 loss_ce: 0.257 loss_bbox: 0.1772 loss_giou: 0.3237 loss_ce_0: 0.4712 loss_bbox_0: 0.3108 loss_giou_0: 0.5172 loss_ce_1: 0.3768 loss_bbox_1: 0.2091 loss_giou_1: 0.3697 loss_ce_2: 0.3034 loss_bbox_2: 0.186 loss_giou_2: 0.3374 loss_ce_3: 0.2755 loss_bbox_3: 0.1789 loss_giou_3: 0.3306 loss_ce_4: 0.2635 loss_bbox_4: 0.1758 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:48] d2.utils.events INFO: eta: 9:09:22 iter: 332819 total_loss: 5.119 loss_ce: 0.2471 loss_bbox: 0.1725 loss_giou: 0.3027 loss_ce_0: 0.4707 loss_bbox_0: 0.3003 loss_giou_0: 0.4814 loss_ce_1: 0.3653 loss_bbox_1: 0.2092 loss_giou_1: 0.3502 loss_ce_2: 0.3031 loss_bbox_2: 0.1873 loss_giou_2: 0.3245 loss_ce_3: 0.2688 loss_bbox_3: 0.1751 loss_giou_3: 0.3148 loss_ce_4: 0.2581 loss_bbox_4: 0.1748 loss_giou_4: 0.3078 time: 0.2799 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:53] d2.utils.events INFO: eta: 9:09:07 iter: 332839 total_loss: 5.326 loss_ce: 0.2663 loss_bbox: 0.1769 loss_giou: 0.3343 loss_ce_0: 0.4583 loss_bbox_0: 0.3001 loss_giou_0: 0.5068 loss_ce_1: 0.3538 loss_bbox_1: 0.2039 loss_giou_1: 0.3809 loss_ce_2: 0.2894 loss_bbox_2: 0.1856 loss_giou_2: 0.3591 loss_ce_3: 0.2816 loss_bbox_3: 0.1822 loss_giou_3: 0.3472 loss_ce_4: 0.2628 loss_bbox_4: 0.1771 loss_giou_4: 0.3373 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:22:59] d2.utils.events INFO: eta: 9:09:01 iter: 332859 total_loss: 5.138 loss_ce: 0.2501 loss_bbox: 0.1723 loss_giou: 0.3089 loss_ce_0: 0.4797 loss_bbox_0: 0.2901 loss_giou_0: 0.4891 loss_ce_1: 0.3764 loss_bbox_1: 0.1949 loss_giou_1: 0.358 loss_ce_2: 0.3038 loss_bbox_2: 0.1788 loss_giou_2: 0.3352 loss_ce_3: 0.2612 loss_bbox_3: 0.1721 loss_giou_3: 0.3231 loss_ce_4: 0.2509 loss_bbox_4: 0.1733 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:05] d2.utils.events INFO: eta: 9:09:00 iter: 332879 total_loss: 5.156 loss_ce: 0.2374 loss_bbox: 0.1662 loss_giou: 0.3127 loss_ce_0: 0.4659 loss_bbox_0: 0.2953 loss_giou_0: 0.4692 loss_ce_1: 0.3464 loss_bbox_1: 0.1953 loss_giou_1: 0.3529 loss_ce_2: 0.292 loss_bbox_2: 0.1813 loss_giou_2: 0.3311 loss_ce_3: 0.2577 loss_bbox_3: 0.1736 loss_giou_3: 0.32 loss_ce_4: 0.243 loss_bbox_4: 0.1691 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:10] d2.utils.events INFO: eta: 9:08:48 iter: 332899 total_loss: 5.187 loss_ce: 0.2426 loss_bbox: 0.1667 loss_giou: 0.3186 loss_ce_0: 0.4899 loss_bbox_0: 0.2859 loss_giou_0: 0.4849 loss_ce_1: 0.3742 loss_bbox_1: 0.1962 loss_giou_1: 0.3688 loss_ce_2: 0.3077 loss_bbox_2: 0.181 loss_giou_2: 0.3349 loss_ce_3: 0.2733 loss_bbox_3: 0.1714 loss_giou_3: 0.3242 loss_ce_4: 0.251 loss_bbox_4: 0.1692 loss_giou_4: 0.321 time: 0.2799 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:16] d2.utils.events INFO: eta: 9:08:39 iter: 332919 total_loss: 5.29 loss_ce: 0.2551 loss_bbox: 0.1827 loss_giou: 0.3203 loss_ce_0: 0.4761 loss_bbox_0: 0.2901 loss_giou_0: 0.5051 loss_ce_1: 0.3531 loss_bbox_1: 0.2103 loss_giou_1: 0.3783 loss_ce_2: 0.2982 loss_bbox_2: 0.1963 loss_giou_2: 0.3446 loss_ce_3: 0.2627 loss_bbox_3: 0.1852 loss_giou_3: 0.3264 loss_ce_4: 0.2658 loss_bbox_4: 0.1841 loss_giou_4: 0.322 time: 0.2799 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:22] d2.utils.events INFO: eta: 9:08:24 iter: 332939 total_loss: 5.178 loss_ce: 0.2368 loss_bbox: 0.1693 loss_giou: 0.3018 loss_ce_0: 0.4794 loss_bbox_0: 0.2914 loss_giou_0: 0.4786 loss_ce_1: 0.3739 loss_bbox_1: 0.2012 loss_giou_1: 0.3551 loss_ce_2: 0.3039 loss_bbox_2: 0.1811 loss_giou_2: 0.3187 loss_ce_3: 0.2593 loss_bbox_3: 0.1762 loss_giou_3: 0.3119 loss_ce_4: 0.2495 loss_bbox_4: 0.1705 loss_giou_4: 0.3101 time: 0.2799 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:27] d2.utils.events INFO: eta: 9:08:20 iter: 332959 total_loss: 5.087 loss_ce: 0.2358 loss_bbox: 0.1639 loss_giou: 0.3037 loss_ce_0: 0.4646 loss_bbox_0: 0.2837 loss_giou_0: 0.4846 loss_ce_1: 0.3357 loss_bbox_1: 0.2012 loss_giou_1: 0.3489 loss_ce_2: 0.2702 loss_bbox_2: 0.1745 loss_giou_2: 0.3241 loss_ce_3: 0.244 loss_bbox_3: 0.1665 loss_giou_3: 0.316 loss_ce_4: 0.2336 loss_bbox_4: 0.1667 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:33] d2.utils.events INFO: eta: 9:08:19 iter: 332979 total_loss: 5.536 loss_ce: 0.2789 loss_bbox: 0.1696 loss_giou: 0.3316 loss_ce_0: 0.4902 loss_bbox_0: 0.2946 loss_giou_0: 0.4902 loss_ce_1: 0.3856 loss_bbox_1: 0.2013 loss_giou_1: 0.3686 loss_ce_2: 0.3143 loss_bbox_2: 0.1841 loss_giou_2: 0.347 loss_ce_3: 0.299 loss_bbox_3: 0.1753 loss_giou_3: 0.3385 loss_ce_4: 0.2705 loss_bbox_4: 0.172 loss_giou_4: 0.3355 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:39] d2.utils.events INFO: eta: 9:08:07 iter: 332999 total_loss: 4.952 loss_ce: 0.2226 loss_bbox: 0.1595 loss_giou: 0.2987 loss_ce_0: 0.46 loss_bbox_0: 0.2795 loss_giou_0: 0.4528 loss_ce_1: 0.3449 loss_bbox_1: 0.1886 loss_giou_1: 0.3385 loss_ce_2: 0.2859 loss_bbox_2: 0.1736 loss_giou_2: 0.3215 loss_ce_3: 0.2475 loss_bbox_3: 0.1678 loss_giou_3: 0.306 loss_ce_4: 0.2209 loss_bbox_4: 0.1616 loss_giou_4: 0.3043 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:44] d2.utils.events INFO: eta: 9:08:06 iter: 333019 total_loss: 5.447 loss_ce: 0.2723 loss_bbox: 0.1767 loss_giou: 0.3266 loss_ce_0: 0.4744 loss_bbox_0: 0.3044 loss_giou_0: 0.4837 loss_ce_1: 0.367 loss_bbox_1: 0.2099 loss_giou_1: 0.3654 loss_ce_2: 0.31 loss_bbox_2: 0.1936 loss_giou_2: 0.3424 loss_ce_3: 0.2747 loss_bbox_3: 0.1892 loss_giou_3: 0.3381 loss_ce_4: 0.2683 loss_bbox_4: 0.1816 loss_giou_4: 0.331 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:50] d2.utils.events INFO: eta: 9:08:05 iter: 333039 total_loss: 5.105 loss_ce: 0.2341 loss_bbox: 0.1707 loss_giou: 0.2996 loss_ce_0: 0.4803 loss_bbox_0: 0.2748 loss_giou_0: 0.4667 loss_ce_1: 0.3668 loss_bbox_1: 0.1965 loss_giou_1: 0.3483 loss_ce_2: 0.2959 loss_bbox_2: 0.182 loss_giou_2: 0.3253 loss_ce_3: 0.2577 loss_bbox_3: 0.1801 loss_giou_3: 0.3078 loss_ce_4: 0.2436 loss_bbox_4: 0.1763 loss_giou_4: 0.307 time: 0.2799 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 16:23:56] d2.utils.events INFO: eta: 9:07:52 iter: 333059 total_loss: 5.178 loss_ce: 0.2506 loss_bbox: 0.169 loss_giou: 0.3126 loss_ce_0: 0.4688 loss_bbox_0: 0.2773 loss_giou_0: 0.4731 loss_ce_1: 0.3561 loss_bbox_1: 0.1951 loss_giou_1: 0.3513 loss_ce_2: 0.2921 loss_bbox_2: 0.1805 loss_giou_2: 0.3247 loss_ce_3: 0.2603 loss_bbox_3: 0.1735 loss_giou_3: 0.3232 loss_ce_4: 0.2424 loss_bbox_4: 0.1706 loss_giou_4: 0.3172 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:01] d2.utils.events INFO: eta: 9:07:49 iter: 333079 total_loss: 5.189 loss_ce: 0.2597 loss_bbox: 0.162 loss_giou: 0.3104 loss_ce_0: 0.4577 loss_bbox_0: 0.2736 loss_giou_0: 0.5013 loss_ce_1: 0.352 loss_bbox_1: 0.1936 loss_giou_1: 0.3554 loss_ce_2: 0.2935 loss_bbox_2: 0.1758 loss_giou_2: 0.3238 loss_ce_3: 0.2639 loss_bbox_3: 0.1669 loss_giou_3: 0.318 loss_ce_4: 0.2549 loss_bbox_4: 0.1615 loss_giou_4: 0.3133 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:07] d2.utils.events INFO: eta: 9:07:43 iter: 333099 total_loss: 5.097 loss_ce: 0.2393 loss_bbox: 0.1824 loss_giou: 0.2971 loss_ce_0: 0.4747 loss_bbox_0: 0.316 loss_giou_0: 0.449 loss_ce_1: 0.3491 loss_bbox_1: 0.2092 loss_giou_1: 0.3385 loss_ce_2: 0.2924 loss_bbox_2: 0.1884 loss_giou_2: 0.3084 loss_ce_3: 0.2544 loss_bbox_3: 0.1812 loss_giou_3: 0.3021 loss_ce_4: 0.2418 loss_bbox_4: 0.1819 loss_giou_4: 0.2999 time: 0.2799 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:13] d2.utils.events INFO: eta: 9:07:34 iter: 333119 total_loss: 5.239 loss_ce: 0.252 loss_bbox: 0.1722 loss_giou: 0.337 loss_ce_0: 0.4819 loss_bbox_0: 0.3004 loss_giou_0: 0.5038 loss_ce_1: 0.3651 loss_bbox_1: 0.1953 loss_giou_1: 0.3834 loss_ce_2: 0.2973 loss_bbox_2: 0.1818 loss_giou_2: 0.3509 loss_ce_3: 0.263 loss_bbox_3: 0.1797 loss_giou_3: 0.3457 loss_ce_4: 0.2473 loss_bbox_4: 0.1776 loss_giou_4: 0.3397 time: 0.2799 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:18] d2.utils.events INFO: eta: 9:07:33 iter: 333139 total_loss: 5.426 loss_ce: 0.2507 loss_bbox: 0.1744 loss_giou: 0.3173 loss_ce_0: 0.4781 loss_bbox_0: 0.3111 loss_giou_0: 0.5032 loss_ce_1: 0.3619 loss_bbox_1: 0.2146 loss_giou_1: 0.3646 loss_ce_2: 0.2982 loss_bbox_2: 0.1919 loss_giou_2: 0.3313 loss_ce_3: 0.2738 loss_bbox_3: 0.1856 loss_giou_3: 0.3239 loss_ce_4: 0.2533 loss_bbox_4: 0.1781 loss_giou_4: 0.3188 time: 0.2799 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:24] d2.utils.events INFO: eta: 9:07:34 iter: 333159 total_loss: 5.342 loss_ce: 0.25 loss_bbox: 0.16 loss_giou: 0.3288 loss_ce_0: 0.4718 loss_bbox_0: 0.3029 loss_giou_0: 0.5354 loss_ce_1: 0.3599 loss_bbox_1: 0.2016 loss_giou_1: 0.3871 loss_ce_2: 0.2989 loss_bbox_2: 0.1798 loss_giou_2: 0.3473 loss_ce_3: 0.2625 loss_bbox_3: 0.1689 loss_giou_3: 0.3369 loss_ce_4: 0.2526 loss_bbox_4: 0.163 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:30] d2.utils.events INFO: eta: 9:07:28 iter: 333179 total_loss: 5.282 loss_ce: 0.2439 loss_bbox: 0.1626 loss_giou: 0.3166 loss_ce_0: 0.4692 loss_bbox_0: 0.2956 loss_giou_0: 0.5017 loss_ce_1: 0.3515 loss_bbox_1: 0.2014 loss_giou_1: 0.368 loss_ce_2: 0.2905 loss_bbox_2: 0.1825 loss_giou_2: 0.3394 loss_ce_3: 0.2566 loss_bbox_3: 0.1774 loss_giou_3: 0.3275 loss_ce_4: 0.2455 loss_bbox_4: 0.1697 loss_giou_4: 0.3202 time: 0.2799 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:35] d2.utils.events INFO: eta: 9:07:29 iter: 333199 total_loss: 5.238 loss_ce: 0.2342 loss_bbox: 0.1741 loss_giou: 0.3119 loss_ce_0: 0.4698 loss_bbox_0: 0.3069 loss_giou_0: 0.4985 loss_ce_1: 0.3565 loss_bbox_1: 0.2137 loss_giou_1: 0.3835 loss_ce_2: 0.2891 loss_bbox_2: 0.1918 loss_giou_2: 0.3354 loss_ce_3: 0.2586 loss_bbox_3: 0.1797 loss_giou_3: 0.3242 loss_ce_4: 0.2301 loss_bbox_4: 0.1789 loss_giou_4: 0.3186 time: 0.2799 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:41] d2.utils.events INFO: eta: 9:07:20 iter: 333219 total_loss: 5.36 loss_ce: 0.2516 loss_bbox: 0.1746 loss_giou: 0.3167 loss_ce_0: 0.4782 loss_bbox_0: 0.3051 loss_giou_0: 0.4954 loss_ce_1: 0.3613 loss_bbox_1: 0.2031 loss_giou_1: 0.3726 loss_ce_2: 0.3008 loss_bbox_2: 0.1898 loss_giou_2: 0.3417 loss_ce_3: 0.2743 loss_bbox_3: 0.1836 loss_giou_3: 0.3314 loss_ce_4: 0.2647 loss_bbox_4: 0.1809 loss_giou_4: 0.3231 time: 0.2799 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:47] d2.utils.events INFO: eta: 9:07:16 iter: 333239 total_loss: 5.428 loss_ce: 0.2519 loss_bbox: 0.1771 loss_giou: 0.3244 loss_ce_0: 0.4752 loss_bbox_0: 0.3004 loss_giou_0: 0.5109 loss_ce_1: 0.3705 loss_bbox_1: 0.2066 loss_giou_1: 0.3734 loss_ce_2: 0.3058 loss_bbox_2: 0.1827 loss_giou_2: 0.3451 loss_ce_3: 0.2668 loss_bbox_3: 0.1773 loss_giou_3: 0.3345 loss_ce_4: 0.2527 loss_bbox_4: 0.1733 loss_giou_4: 0.3306 time: 0.2799 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:53] d2.utils.events INFO: eta: 9:07:09 iter: 333259 total_loss: 5.223 loss_ce: 0.2466 loss_bbox: 0.1663 loss_giou: 0.3155 loss_ce_0: 0.4811 loss_bbox_0: 0.2923 loss_giou_0: 0.5052 loss_ce_1: 0.3773 loss_bbox_1: 0.1956 loss_giou_1: 0.3639 loss_ce_2: 0.3067 loss_bbox_2: 0.1819 loss_giou_2: 0.3371 loss_ce_3: 0.2595 loss_bbox_3: 0.1735 loss_giou_3: 0.3254 loss_ce_4: 0.2511 loss_bbox_4: 0.1676 loss_giou_4: 0.3184 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 16:24:58] d2.utils.events INFO: eta: 9:07:06 iter: 333279 total_loss: 5.566 loss_ce: 0.2489 loss_bbox: 0.1808 loss_giou: 0.3169 loss_ce_0: 0.4833 loss_bbox_0: 0.3007 loss_giou_0: 0.4733 loss_ce_1: 0.3654 loss_bbox_1: 0.2054 loss_giou_1: 0.3625 loss_ce_2: 0.2943 loss_bbox_2: 0.1937 loss_giou_2: 0.3311 loss_ce_3: 0.2632 loss_bbox_3: 0.1864 loss_giou_3: 0.3221 loss_ce_4: 0.255 loss_bbox_4: 0.1823 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:04] d2.utils.events INFO: eta: 9:07:02 iter: 333299 total_loss: 5.156 loss_ce: 0.23 loss_bbox: 0.17 loss_giou: 0.3269 loss_ce_0: 0.4614 loss_bbox_0: 0.2752 loss_giou_0: 0.5071 loss_ce_1: 0.3469 loss_bbox_1: 0.184 loss_giou_1: 0.3671 loss_ce_2: 0.2753 loss_bbox_2: 0.1745 loss_giou_2: 0.3445 loss_ce_3: 0.2491 loss_bbox_3: 0.1729 loss_giou_3: 0.3357 loss_ce_4: 0.2406 loss_bbox_4: 0.1688 loss_giou_4: 0.3322 time: 0.2799 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:10] d2.utils.events INFO: eta: 9:07:03 iter: 333319 total_loss: 5.367 loss_ce: 0.2446 loss_bbox: 0.1769 loss_giou: 0.3381 loss_ce_0: 0.4847 loss_bbox_0: 0.2931 loss_giou_0: 0.4984 loss_ce_1: 0.3556 loss_bbox_1: 0.2101 loss_giou_1: 0.3851 loss_ce_2: 0.3045 loss_bbox_2: 0.19 loss_giou_2: 0.3516 loss_ce_3: 0.2737 loss_bbox_3: 0.1871 loss_giou_3: 0.3422 loss_ce_4: 0.2542 loss_bbox_4: 0.1838 loss_giou_4: 0.3404 time: 0.2799 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:15] d2.utils.events INFO: eta: 9:06:56 iter: 333339 total_loss: 5.319 loss_ce: 0.2456 loss_bbox: 0.1724 loss_giou: 0.3315 loss_ce_0: 0.4776 loss_bbox_0: 0.302 loss_giou_0: 0.4995 loss_ce_1: 0.361 loss_bbox_1: 0.2067 loss_giou_1: 0.3805 loss_ce_2: 0.3034 loss_bbox_2: 0.1848 loss_giou_2: 0.3527 loss_ce_3: 0.2811 loss_bbox_3: 0.1809 loss_giou_3: 0.346 loss_ce_4: 0.2452 loss_bbox_4: 0.1787 loss_giou_4: 0.3398 time: 0.2799 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:21] d2.utils.events INFO: eta: 9:06:51 iter: 333359 total_loss: 5.422 loss_ce: 0.2567 loss_bbox: 0.1758 loss_giou: 0.335 loss_ce_0: 0.4798 loss_bbox_0: 0.2979 loss_giou_0: 0.5101 loss_ce_1: 0.3701 loss_bbox_1: 0.2063 loss_giou_1: 0.3801 loss_ce_2: 0.3092 loss_bbox_2: 0.1866 loss_giou_2: 0.3583 loss_ce_3: 0.2723 loss_bbox_3: 0.1843 loss_giou_3: 0.3422 loss_ce_4: 0.2685 loss_bbox_4: 0.1739 loss_giou_4: 0.3353 time: 0.2799 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:27] d2.utils.events INFO: eta: 9:06:51 iter: 333379 total_loss: 5.44 loss_ce: 0.2546 loss_bbox: 0.1718 loss_giou: 0.3415 loss_ce_0: 0.4852 loss_bbox_0: 0.2885 loss_giou_0: 0.5029 loss_ce_1: 0.3709 loss_bbox_1: 0.2027 loss_giou_1: 0.3847 loss_ce_2: 0.3013 loss_bbox_2: 0.1846 loss_giou_2: 0.3566 loss_ce_3: 0.2745 loss_bbox_3: 0.1773 loss_giou_3: 0.3497 loss_ce_4: 0.2542 loss_bbox_4: 0.171 loss_giou_4: 0.3439 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:32] d2.utils.events INFO: eta: 9:06:42 iter: 333399 total_loss: 5.212 loss_ce: 0.2431 loss_bbox: 0.1569 loss_giou: 0.3192 loss_ce_0: 0.4698 loss_bbox_0: 0.2905 loss_giou_0: 0.5057 loss_ce_1: 0.3657 loss_bbox_1: 0.2002 loss_giou_1: 0.3702 loss_ce_2: 0.307 loss_bbox_2: 0.1656 loss_giou_2: 0.3407 loss_ce_3: 0.2587 loss_bbox_3: 0.1599 loss_giou_3: 0.3295 loss_ce_4: 0.2412 loss_bbox_4: 0.156 loss_giou_4: 0.3296 time: 0.2799 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:38] d2.utils.events INFO: eta: 9:06:36 iter: 333419 total_loss: 5.347 loss_ce: 0.256 loss_bbox: 0.1731 loss_giou: 0.3216 loss_ce_0: 0.4851 loss_bbox_0: 0.2965 loss_giou_0: 0.4732 loss_ce_1: 0.3738 loss_bbox_1: 0.199 loss_giou_1: 0.3651 loss_ce_2: 0.3033 loss_bbox_2: 0.1813 loss_giou_2: 0.3355 loss_ce_3: 0.2817 loss_bbox_3: 0.176 loss_giou_3: 0.3266 loss_ce_4: 0.2635 loss_bbox_4: 0.1708 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:44] d2.utils.events INFO: eta: 9:06:40 iter: 333439 total_loss: 5.302 loss_ce: 0.2483 loss_bbox: 0.1774 loss_giou: 0.3332 loss_ce_0: 0.4614 loss_bbox_0: 0.2987 loss_giou_0: 0.5283 loss_ce_1: 0.3475 loss_bbox_1: 0.2113 loss_giou_1: 0.3734 loss_ce_2: 0.2935 loss_bbox_2: 0.1934 loss_giou_2: 0.3487 loss_ce_3: 0.2596 loss_bbox_3: 0.1855 loss_giou_3: 0.3382 loss_ce_4: 0.2484 loss_bbox_4: 0.1793 loss_giou_4: 0.3332 time: 0.2799 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:49] d2.utils.events INFO: eta: 9:06:26 iter: 333459 total_loss: 5.246 loss_ce: 0.2405 loss_bbox: 0.1761 loss_giou: 0.3262 loss_ce_0: 0.4677 loss_bbox_0: 0.2887 loss_giou_0: 0.5204 loss_ce_1: 0.3555 loss_bbox_1: 0.2037 loss_giou_1: 0.3786 loss_ce_2: 0.3 loss_bbox_2: 0.1877 loss_giou_2: 0.3407 loss_ce_3: 0.2653 loss_bbox_3: 0.1816 loss_giou_3: 0.3334 loss_ce_4: 0.2408 loss_bbox_4: 0.1785 loss_giou_4: 0.3277 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:25:55] d2.utils.events INFO: eta: 9:06:23 iter: 333479 total_loss: 5.447 loss_ce: 0.2578 loss_bbox: 0.1722 loss_giou: 0.3275 loss_ce_0: 0.4705 loss_bbox_0: 0.293 loss_giou_0: 0.4976 loss_ce_1: 0.3645 loss_bbox_1: 0.2045 loss_giou_1: 0.3681 loss_ce_2: 0.3015 loss_bbox_2: 0.1863 loss_giou_2: 0.3454 loss_ce_3: 0.2843 loss_bbox_3: 0.1712 loss_giou_3: 0.3307 loss_ce_4: 0.262 loss_bbox_4: 0.1745 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:01] d2.utils.events INFO: eta: 9:06:15 iter: 333499 total_loss: 5.378 loss_ce: 0.2348 loss_bbox: 0.1707 loss_giou: 0.325 loss_ce_0: 0.4696 loss_bbox_0: 0.295 loss_giou_0: 0.5083 loss_ce_1: 0.3525 loss_bbox_1: 0.2006 loss_giou_1: 0.3602 loss_ce_2: 0.2951 loss_bbox_2: 0.1862 loss_giou_2: 0.3445 loss_ce_3: 0.2527 loss_bbox_3: 0.1753 loss_giou_3: 0.3335 loss_ce_4: 0.2375 loss_bbox_4: 0.171 loss_giou_4: 0.3275 time: 0.2799 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:06] d2.utils.events INFO: eta: 9:06:09 iter: 333519 total_loss: 5.348 loss_ce: 0.2415 loss_bbox: 0.1844 loss_giou: 0.3203 loss_ce_0: 0.4776 loss_bbox_0: 0.3054 loss_giou_0: 0.4809 loss_ce_1: 0.3707 loss_bbox_1: 0.2159 loss_giou_1: 0.3579 loss_ce_2: 0.297 loss_bbox_2: 0.1981 loss_giou_2: 0.3332 loss_ce_3: 0.265 loss_bbox_3: 0.1894 loss_giou_3: 0.3302 loss_ce_4: 0.2415 loss_bbox_4: 0.1863 loss_giou_4: 0.3262 time: 0.2799 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:12] d2.utils.events INFO: eta: 9:06:02 iter: 333539 total_loss: 5.178 loss_ce: 0.2272 loss_bbox: 0.1644 loss_giou: 0.328 loss_ce_0: 0.4746 loss_bbox_0: 0.2825 loss_giou_0: 0.5123 loss_ce_1: 0.3392 loss_bbox_1: 0.1972 loss_giou_1: 0.384 loss_ce_2: 0.2784 loss_bbox_2: 0.1785 loss_giou_2: 0.3552 loss_ce_3: 0.2467 loss_bbox_3: 0.1711 loss_giou_3: 0.3353 loss_ce_4: 0.2308 loss_bbox_4: 0.1687 loss_giou_4: 0.3316 time: 0.2799 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:18] d2.utils.events INFO: eta: 9:05:56 iter: 333559 total_loss: 5.262 loss_ce: 0.2507 loss_bbox: 0.1636 loss_giou: 0.321 loss_ce_0: 0.4943 loss_bbox_0: 0.2981 loss_giou_0: 0.5044 loss_ce_1: 0.3639 loss_bbox_1: 0.202 loss_giou_1: 0.3727 loss_ce_2: 0.3104 loss_bbox_2: 0.1772 loss_giou_2: 0.342 loss_ce_3: 0.2589 loss_bbox_3: 0.1705 loss_giou_3: 0.333 loss_ce_4: 0.2592 loss_bbox_4: 0.1652 loss_giou_4: 0.3245 time: 0.2799 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:24] d2.utils.events INFO: eta: 9:05:51 iter: 333579 total_loss: 5.236 loss_ce: 0.2532 loss_bbox: 0.1687 loss_giou: 0.3317 loss_ce_0: 0.4728 loss_bbox_0: 0.2948 loss_giou_0: 0.5028 loss_ce_1: 0.3465 loss_bbox_1: 0.2082 loss_giou_1: 0.3849 loss_ce_2: 0.2953 loss_bbox_2: 0.1831 loss_giou_2: 0.3525 loss_ce_3: 0.2641 loss_bbox_3: 0.1792 loss_giou_3: 0.3452 loss_ce_4: 0.2563 loss_bbox_4: 0.1764 loss_giou_4: 0.3356 time: 0.2799 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:29] d2.utils.events INFO: eta: 9:05:47 iter: 333599 total_loss: 5.327 loss_ce: 0.2422 loss_bbox: 0.1764 loss_giou: 0.3288 loss_ce_0: 0.4694 loss_bbox_0: 0.2826 loss_giou_0: 0.5197 loss_ce_1: 0.3514 loss_bbox_1: 0.2041 loss_giou_1: 0.3852 loss_ce_2: 0.2923 loss_bbox_2: 0.1898 loss_giou_2: 0.3428 loss_ce_3: 0.2662 loss_bbox_3: 0.1808 loss_giou_3: 0.3425 loss_ce_4: 0.2488 loss_bbox_4: 0.1767 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:35] d2.utils.events INFO: eta: 9:05:56 iter: 333619 total_loss: 5.132 loss_ce: 0.2505 loss_bbox: 0.1652 loss_giou: 0.3143 loss_ce_0: 0.4549 loss_bbox_0: 0.2922 loss_giou_0: 0.4771 loss_ce_1: 0.3476 loss_bbox_1: 0.2014 loss_giou_1: 0.3541 loss_ce_2: 0.2909 loss_bbox_2: 0.1815 loss_giou_2: 0.3263 loss_ce_3: 0.2611 loss_bbox_3: 0.1718 loss_giou_3: 0.3238 loss_ce_4: 0.2527 loss_bbox_4: 0.1676 loss_giou_4: 0.315 time: 0.2799 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:41] d2.utils.events INFO: eta: 9:05:52 iter: 333639 total_loss: 5.263 loss_ce: 0.2275 loss_bbox: 0.1552 loss_giou: 0.32 loss_ce_0: 0.468 loss_bbox_0: 0.2749 loss_giou_0: 0.5035 loss_ce_1: 0.3529 loss_bbox_1: 0.1886 loss_giou_1: 0.3653 loss_ce_2: 0.3006 loss_bbox_2: 0.1677 loss_giou_2: 0.3353 loss_ce_3: 0.2617 loss_bbox_3: 0.1618 loss_giou_3: 0.3339 loss_ce_4: 0.2386 loss_bbox_4: 0.1586 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:46] d2.utils.events INFO: eta: 9:05:52 iter: 333659 total_loss: 5.502 loss_ce: 0.2743 loss_bbox: 0.1669 loss_giou: 0.33 loss_ce_0: 0.4875 loss_bbox_0: 0.2864 loss_giou_0: 0.503 loss_ce_1: 0.3797 loss_bbox_1: 0.2026 loss_giou_1: 0.3826 loss_ce_2: 0.3176 loss_bbox_2: 0.1857 loss_giou_2: 0.36 loss_ce_3: 0.2912 loss_bbox_3: 0.1796 loss_giou_3: 0.3463 loss_ce_4: 0.2773 loss_bbox_4: 0.1739 loss_giou_4: 0.3389 time: 0.2799 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:52] d2.utils.events INFO: eta: 9:05:44 iter: 333679 total_loss: 5.225 loss_ce: 0.2443 loss_bbox: 0.1641 loss_giou: 0.3139 loss_ce_0: 0.4782 loss_bbox_0: 0.2848 loss_giou_0: 0.5019 loss_ce_1: 0.3678 loss_bbox_1: 0.1993 loss_giou_1: 0.3668 loss_ce_2: 0.2967 loss_bbox_2: 0.1793 loss_giou_2: 0.3397 loss_ce_3: 0.2638 loss_bbox_3: 0.1709 loss_giou_3: 0.3267 loss_ce_4: 0.2462 loss_bbox_4: 0.1706 loss_giou_4: 0.3194 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 16:26:58] d2.utils.events INFO: eta: 9:05:27 iter: 333699 total_loss: 5.155 loss_ce: 0.2504 loss_bbox: 0.1735 loss_giou: 0.3191 loss_ce_0: 0.4694 loss_bbox_0: 0.3025 loss_giou_0: 0.5182 loss_ce_1: 0.357 loss_bbox_1: 0.2069 loss_giou_1: 0.3728 loss_ce_2: 0.2988 loss_bbox_2: 0.1883 loss_giou_2: 0.3458 loss_ce_3: 0.2692 loss_bbox_3: 0.1777 loss_giou_3: 0.3317 loss_ce_4: 0.2506 loss_bbox_4: 0.175 loss_giou_4: 0.3261 time: 0.2799 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:03] d2.utils.events INFO: eta: 9:05:18 iter: 333719 total_loss: 5.256 loss_ce: 0.2485 loss_bbox: 0.1815 loss_giou: 0.308 loss_ce_0: 0.4636 loss_bbox_0: 0.3014 loss_giou_0: 0.4571 loss_ce_1: 0.3579 loss_bbox_1: 0.2097 loss_giou_1: 0.3526 loss_ce_2: 0.2829 loss_bbox_2: 0.1957 loss_giou_2: 0.3231 loss_ce_3: 0.2558 loss_bbox_3: 0.1834 loss_giou_3: 0.3134 loss_ce_4: 0.2486 loss_bbox_4: 0.1841 loss_giou_4: 0.3115 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:09] d2.utils.events INFO: eta: 9:05:20 iter: 333739 total_loss: 5.279 loss_ce: 0.2383 loss_bbox: 0.1626 loss_giou: 0.3127 loss_ce_0: 0.4777 loss_bbox_0: 0.2863 loss_giou_0: 0.4872 loss_ce_1: 0.3697 loss_bbox_1: 0.1902 loss_giou_1: 0.3492 loss_ce_2: 0.3008 loss_bbox_2: 0.1734 loss_giou_2: 0.3277 loss_ce_3: 0.267 loss_bbox_3: 0.1667 loss_giou_3: 0.3176 loss_ce_4: 0.2381 loss_bbox_4: 0.1647 loss_giou_4: 0.3129 time: 0.2799 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:15] d2.utils.events INFO: eta: 9:05:11 iter: 333759 total_loss: 5.401 loss_ce: 0.2502 loss_bbox: 0.1827 loss_giou: 0.3395 loss_ce_0: 0.473 loss_bbox_0: 0.2924 loss_giou_0: 0.5099 loss_ce_1: 0.3651 loss_bbox_1: 0.2073 loss_giou_1: 0.3834 loss_ce_2: 0.3009 loss_bbox_2: 0.196 loss_giou_2: 0.3551 loss_ce_3: 0.2691 loss_bbox_3: 0.188 loss_giou_3: 0.3429 loss_ce_4: 0.2532 loss_bbox_4: 0.1863 loss_giou_4: 0.341 time: 0.2799 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:21] d2.utils.events INFO: eta: 9:05:18 iter: 333779 total_loss: 5.425 loss_ce: 0.2617 loss_bbox: 0.1617 loss_giou: 0.3192 loss_ce_0: 0.5046 loss_bbox_0: 0.2934 loss_giou_0: 0.4985 loss_ce_1: 0.38 loss_bbox_1: 0.1908 loss_giou_1: 0.376 loss_ce_2: 0.3225 loss_bbox_2: 0.1746 loss_giou_2: 0.3432 loss_ce_3: 0.2867 loss_bbox_3: 0.1675 loss_giou_3: 0.327 loss_ce_4: 0.2681 loss_bbox_4: 0.1651 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:26] d2.utils.events INFO: eta: 9:05:03 iter: 333799 total_loss: 5.373 loss_ce: 0.2581 loss_bbox: 0.1617 loss_giou: 0.3156 loss_ce_0: 0.5006 loss_bbox_0: 0.3115 loss_giou_0: 0.5004 loss_ce_1: 0.3845 loss_bbox_1: 0.198 loss_giou_1: 0.3563 loss_ce_2: 0.3214 loss_bbox_2: 0.1781 loss_giou_2: 0.3257 loss_ce_3: 0.2858 loss_bbox_3: 0.1705 loss_giou_3: 0.3265 loss_ce_4: 0.2616 loss_bbox_4: 0.1671 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:32] d2.utils.events INFO: eta: 9:04:57 iter: 333819 total_loss: 5.16 loss_ce: 0.2426 loss_bbox: 0.1691 loss_giou: 0.3206 loss_ce_0: 0.4691 loss_bbox_0: 0.271 loss_giou_0: 0.4906 loss_ce_1: 0.344 loss_bbox_1: 0.1874 loss_giou_1: 0.3726 loss_ce_2: 0.2823 loss_bbox_2: 0.1804 loss_giou_2: 0.337 loss_ce_3: 0.2682 loss_bbox_3: 0.1762 loss_giou_3: 0.3333 loss_ce_4: 0.2483 loss_bbox_4: 0.1714 loss_giou_4: 0.3289 time: 0.2799 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:38] d2.utils.events INFO: eta: 9:04:52 iter: 333839 total_loss: 5.455 loss_ce: 0.2473 loss_bbox: 0.1625 loss_giou: 0.3348 loss_ce_0: 0.4811 loss_bbox_0: 0.2909 loss_giou_0: 0.5358 loss_ce_1: 0.3585 loss_bbox_1: 0.2022 loss_giou_1: 0.3978 loss_ce_2: 0.3003 loss_bbox_2: 0.1788 loss_giou_2: 0.3653 loss_ce_3: 0.2669 loss_bbox_3: 0.1718 loss_giou_3: 0.3507 loss_ce_4: 0.2548 loss_bbox_4: 0.1649 loss_giou_4: 0.344 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:44] d2.utils.events INFO: eta: 9:04:50 iter: 333859 total_loss: 5.037 loss_ce: 0.237 loss_bbox: 0.1702 loss_giou: 0.31 loss_ce_0: 0.4753 loss_bbox_0: 0.3157 loss_giou_0: 0.485 loss_ce_1: 0.3524 loss_bbox_1: 0.2068 loss_giou_1: 0.3462 loss_ce_2: 0.2893 loss_bbox_2: 0.1852 loss_giou_2: 0.3213 loss_ce_3: 0.2533 loss_bbox_3: 0.1763 loss_giou_3: 0.3127 loss_ce_4: 0.2407 loss_bbox_4: 0.1737 loss_giou_4: 0.3084 time: 0.2799 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:49] d2.utils.events INFO: eta: 9:04:41 iter: 333879 total_loss: 5.505 loss_ce: 0.2602 loss_bbox: 0.179 loss_giou: 0.3272 loss_ce_0: 0.4925 loss_bbox_0: 0.2991 loss_giou_0: 0.5008 loss_ce_1: 0.3676 loss_bbox_1: 0.2098 loss_giou_1: 0.3716 loss_ce_2: 0.3122 loss_bbox_2: 0.1859 loss_giou_2: 0.3456 loss_ce_3: 0.2839 loss_bbox_3: 0.181 loss_giou_3: 0.3349 loss_ce_4: 0.2706 loss_bbox_4: 0.1786 loss_giou_4: 0.3306 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 16:27:55] d2.utils.events INFO: eta: 9:04:44 iter: 333899 total_loss: 5.46 loss_ce: 0.2619 loss_bbox: 0.1771 loss_giou: 0.3257 loss_ce_0: 0.4865 loss_bbox_0: 0.2983 loss_giou_0: 0.4953 loss_ce_1: 0.3784 loss_bbox_1: 0.2147 loss_giou_1: 0.3796 loss_ce_2: 0.3139 loss_bbox_2: 0.1969 loss_giou_2: 0.3578 loss_ce_3: 0.2852 loss_bbox_3: 0.1872 loss_giou_3: 0.3372 loss_ce_4: 0.2715 loss_bbox_4: 0.1801 loss_giou_4: 0.3314 time: 0.2799 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:01] d2.utils.events INFO: eta: 9:04:44 iter: 333919 total_loss: 5.276 loss_ce: 0.2523 loss_bbox: 0.1792 loss_giou: 0.326 loss_ce_0: 0.4687 loss_bbox_0: 0.2973 loss_giou_0: 0.5057 loss_ce_1: 0.3644 loss_bbox_1: 0.2132 loss_giou_1: 0.3779 loss_ce_2: 0.3016 loss_bbox_2: 0.1946 loss_giou_2: 0.3433 loss_ce_3: 0.2705 loss_bbox_3: 0.1866 loss_giou_3: 0.3367 loss_ce_4: 0.2632 loss_bbox_4: 0.1824 loss_giou_4: 0.3306 time: 0.2799 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:06] d2.utils.events INFO: eta: 9:04:45 iter: 333939 total_loss: 5.393 loss_ce: 0.2569 loss_bbox: 0.1699 loss_giou: 0.3172 loss_ce_0: 0.4718 loss_bbox_0: 0.2894 loss_giou_0: 0.4984 loss_ce_1: 0.3708 loss_bbox_1: 0.1966 loss_giou_1: 0.3642 loss_ce_2: 0.3102 loss_bbox_2: 0.1786 loss_giou_2: 0.339 loss_ce_3: 0.2634 loss_bbox_3: 0.1718 loss_giou_3: 0.3282 loss_ce_4: 0.2584 loss_bbox_4: 0.1627 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:12] d2.utils.events INFO: eta: 9:04:49 iter: 333959 total_loss: 5.319 loss_ce: 0.2452 loss_bbox: 0.1749 loss_giou: 0.3027 loss_ce_0: 0.4691 loss_bbox_0: 0.2949 loss_giou_0: 0.4849 loss_ce_1: 0.3683 loss_bbox_1: 0.2111 loss_giou_1: 0.3597 loss_ce_2: 0.3023 loss_bbox_2: 0.1935 loss_giou_2: 0.3313 loss_ce_3: 0.2595 loss_bbox_3: 0.188 loss_giou_3: 0.3203 loss_ce_4: 0.2499 loss_bbox_4: 0.1802 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:18] d2.utils.events INFO: eta: 9:04:44 iter: 333979 total_loss: 5.251 loss_ce: 0.2629 loss_bbox: 0.1718 loss_giou: 0.3163 loss_ce_0: 0.4731 loss_bbox_0: 0.2966 loss_giou_0: 0.4699 loss_ce_1: 0.3651 loss_bbox_1: 0.2035 loss_giou_1: 0.3592 loss_ce_2: 0.3035 loss_bbox_2: 0.1844 loss_giou_2: 0.3331 loss_ce_3: 0.2728 loss_bbox_3: 0.1788 loss_giou_3: 0.3215 loss_ce_4: 0.2682 loss_bbox_4: 0.1729 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:23] d2.utils.events INFO: eta: 9:04:40 iter: 333999 total_loss: 5.104 loss_ce: 0.2178 loss_bbox: 0.1725 loss_giou: 0.3155 loss_ce_0: 0.4479 loss_bbox_0: 0.2793 loss_giou_0: 0.4793 loss_ce_1: 0.346 loss_bbox_1: 0.1959 loss_giou_1: 0.3583 loss_ce_2: 0.2821 loss_bbox_2: 0.1843 loss_giou_2: 0.3365 loss_ce_3: 0.2509 loss_bbox_3: 0.1775 loss_giou_3: 0.3199 loss_ce_4: 0.2278 loss_bbox_4: 0.175 loss_giou_4: 0.3149 time: 0.2799 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:29] d2.utils.events INFO: eta: 9:04:35 iter: 334019 total_loss: 5.052 loss_ce: 0.2525 loss_bbox: 0.1605 loss_giou: 0.3183 loss_ce_0: 0.4601 loss_bbox_0: 0.2811 loss_giou_0: 0.4831 loss_ce_1: 0.3529 loss_bbox_1: 0.1923 loss_giou_1: 0.3693 loss_ce_2: 0.2888 loss_bbox_2: 0.1751 loss_giou_2: 0.3318 loss_ce_3: 0.2592 loss_bbox_3: 0.1692 loss_giou_3: 0.3302 loss_ce_4: 0.2534 loss_bbox_4: 0.1644 loss_giou_4: 0.3225 time: 0.2799 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:35] d2.utils.events INFO: eta: 9:04:46 iter: 334039 total_loss: 5.713 loss_ce: 0.2564 loss_bbox: 0.1827 loss_giou: 0.3442 loss_ce_0: 0.4725 loss_bbox_0: 0.3142 loss_giou_0: 0.526 loss_ce_1: 0.3568 loss_bbox_1: 0.2183 loss_giou_1: 0.3917 loss_ce_2: 0.3103 loss_bbox_2: 0.1973 loss_giou_2: 0.3644 loss_ce_3: 0.2699 loss_bbox_3: 0.1898 loss_giou_3: 0.3481 loss_ce_4: 0.2675 loss_bbox_4: 0.1851 loss_giou_4: 0.3531 time: 0.2799 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:41] d2.utils.events INFO: eta: 9:04:42 iter: 334059 total_loss: 4.987 loss_ce: 0.2269 loss_bbox: 0.1571 loss_giou: 0.3066 loss_ce_0: 0.455 loss_bbox_0: 0.2686 loss_giou_0: 0.4844 loss_ce_1: 0.3392 loss_bbox_1: 0.1915 loss_giou_1: 0.3463 loss_ce_2: 0.2807 loss_bbox_2: 0.1753 loss_giou_2: 0.3179 loss_ce_3: 0.2388 loss_bbox_3: 0.168 loss_giou_3: 0.3134 loss_ce_4: 0.2346 loss_bbox_4: 0.1639 loss_giou_4: 0.3094 time: 0.2799 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:46] d2.utils.events INFO: eta: 9:04:38 iter: 334079 total_loss: 5.413 loss_ce: 0.2617 loss_bbox: 0.1674 loss_giou: 0.328 loss_ce_0: 0.4755 loss_bbox_0: 0.2936 loss_giou_0: 0.4911 loss_ce_1: 0.3694 loss_bbox_1: 0.2042 loss_giou_1: 0.3714 loss_ce_2: 0.306 loss_bbox_2: 0.1803 loss_giou_2: 0.3501 loss_ce_3: 0.2892 loss_bbox_3: 0.1728 loss_giou_3: 0.3398 loss_ce_4: 0.2654 loss_bbox_4: 0.1685 loss_giou_4: 0.3306 time: 0.2799 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:52] d2.utils.events INFO: eta: 9:04:40 iter: 334099 total_loss: 5.299 loss_ce: 0.2528 loss_bbox: 0.1734 loss_giou: 0.3139 loss_ce_0: 0.4655 loss_bbox_0: 0.296 loss_giou_0: 0.4878 loss_ce_1: 0.353 loss_bbox_1: 0.2091 loss_giou_1: 0.3677 loss_ce_2: 0.3029 loss_bbox_2: 0.1869 loss_giou_2: 0.3345 loss_ce_3: 0.2731 loss_bbox_3: 0.1811 loss_giou_3: 0.3285 loss_ce_4: 0.2541 loss_bbox_4: 0.1764 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 16:28:58] d2.utils.events INFO: eta: 9:04:41 iter: 334119 total_loss: 5.213 loss_ce: 0.2499 loss_bbox: 0.1712 loss_giou: 0.3029 loss_ce_0: 0.4818 loss_bbox_0: 0.2917 loss_giou_0: 0.4902 loss_ce_1: 0.3666 loss_bbox_1: 0.1997 loss_giou_1: 0.3444 loss_ce_2: 0.3068 loss_bbox_2: 0.1839 loss_giou_2: 0.3213 loss_ce_3: 0.2767 loss_bbox_3: 0.1793 loss_giou_3: 0.3122 loss_ce_4: 0.2596 loss_bbox_4: 0.1726 loss_giou_4: 0.3061 time: 0.2799 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:03] d2.utils.events INFO: eta: 9:04:30 iter: 334139 total_loss: 5.321 loss_ce: 0.2733 loss_bbox: 0.1784 loss_giou: 0.2892 loss_ce_0: 0.4837 loss_bbox_0: 0.299 loss_giou_0: 0.4623 loss_ce_1: 0.3752 loss_bbox_1: 0.2093 loss_giou_1: 0.3413 loss_ce_2: 0.3154 loss_bbox_2: 0.1898 loss_giou_2: 0.308 loss_ce_3: 0.282 loss_bbox_3: 0.1861 loss_giou_3: 0.2963 loss_ce_4: 0.2728 loss_bbox_4: 0.1789 loss_giou_4: 0.2886 time: 0.2799 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:09] d2.utils.events INFO: eta: 9:04:25 iter: 334159 total_loss: 5.251 loss_ce: 0.2384 loss_bbox: 0.173 loss_giou: 0.3209 loss_ce_0: 0.4513 loss_bbox_0: 0.2792 loss_giou_0: 0.4954 loss_ce_1: 0.3526 loss_bbox_1: 0.1925 loss_giou_1: 0.3523 loss_ce_2: 0.2785 loss_bbox_2: 0.1752 loss_giou_2: 0.3384 loss_ce_3: 0.254 loss_bbox_3: 0.1755 loss_giou_3: 0.3271 loss_ce_4: 0.2374 loss_bbox_4: 0.1742 loss_giou_4: 0.3248 time: 0.2799 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:15] d2.utils.events INFO: eta: 9:04:25 iter: 334179 total_loss: 5.294 loss_ce: 0.2582 loss_bbox: 0.1567 loss_giou: 0.3327 loss_ce_0: 0.4677 loss_bbox_0: 0.288 loss_giou_0: 0.5205 loss_ce_1: 0.3537 loss_bbox_1: 0.1968 loss_giou_1: 0.3903 loss_ce_2: 0.2996 loss_bbox_2: 0.1773 loss_giou_2: 0.3528 loss_ce_3: 0.27 loss_bbox_3: 0.1677 loss_giou_3: 0.3386 loss_ce_4: 0.2577 loss_bbox_4: 0.163 loss_giou_4: 0.335 time: 0.2799 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:20] d2.utils.events INFO: eta: 9:04:21 iter: 334199 total_loss: 5.022 loss_ce: 0.2339 loss_bbox: 0.1664 loss_giou: 0.307 loss_ce_0: 0.4492 loss_bbox_0: 0.2902 loss_giou_0: 0.4771 loss_ce_1: 0.3543 loss_bbox_1: 0.196 loss_giou_1: 0.3491 loss_ce_2: 0.2819 loss_bbox_2: 0.1759 loss_giou_2: 0.3179 loss_ce_3: 0.2484 loss_bbox_3: 0.1706 loss_giou_3: 0.3089 loss_ce_4: 0.2349 loss_bbox_4: 0.166 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:26] d2.utils.events INFO: eta: 9:04:12 iter: 334219 total_loss: 5.553 loss_ce: 0.2682 loss_bbox: 0.1659 loss_giou: 0.3382 loss_ce_0: 0.4919 loss_bbox_0: 0.2935 loss_giou_0: 0.5225 loss_ce_1: 0.383 loss_bbox_1: 0.1955 loss_giou_1: 0.3985 loss_ce_2: 0.3257 loss_bbox_2: 0.1864 loss_giou_2: 0.3587 loss_ce_3: 0.2885 loss_bbox_3: 0.1763 loss_giou_3: 0.3502 loss_ce_4: 0.2709 loss_bbox_4: 0.175 loss_giou_4: 0.3424 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:32] d2.utils.events INFO: eta: 9:04:08 iter: 334239 total_loss: 5.156 loss_ce: 0.2498 loss_bbox: 0.1732 loss_giou: 0.3162 loss_ce_0: 0.4685 loss_bbox_0: 0.2943 loss_giou_0: 0.4753 loss_ce_1: 0.3537 loss_bbox_1: 0.2056 loss_giou_1: 0.3625 loss_ce_2: 0.2897 loss_bbox_2: 0.1969 loss_giou_2: 0.3353 loss_ce_3: 0.2669 loss_bbox_3: 0.1816 loss_giou_3: 0.3197 loss_ce_4: 0.2546 loss_bbox_4: 0.1764 loss_giou_4: 0.314 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:37] d2.utils.events INFO: eta: 9:04:00 iter: 334259 total_loss: 5.41 loss_ce: 0.2638 loss_bbox: 0.1627 loss_giou: 0.3189 loss_ce_0: 0.4953 loss_bbox_0: 0.279 loss_giou_0: 0.4958 loss_ce_1: 0.3633 loss_bbox_1: 0.1993 loss_giou_1: 0.3612 loss_ce_2: 0.2982 loss_bbox_2: 0.1773 loss_giou_2: 0.339 loss_ce_3: 0.271 loss_bbox_3: 0.1646 loss_giou_3: 0.3311 loss_ce_4: 0.2521 loss_bbox_4: 0.1643 loss_giou_4: 0.323 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:43] d2.utils.events INFO: eta: 9:03:52 iter: 334279 total_loss: 5.335 loss_ce: 0.2592 loss_bbox: 0.1775 loss_giou: 0.325 loss_ce_0: 0.4664 loss_bbox_0: 0.301 loss_giou_0: 0.5029 loss_ce_1: 0.3531 loss_bbox_1: 0.214 loss_giou_1: 0.3888 loss_ce_2: 0.3003 loss_bbox_2: 0.1948 loss_giou_2: 0.349 loss_ce_3: 0.2734 loss_bbox_3: 0.186 loss_giou_3: 0.3324 loss_ce_4: 0.2593 loss_bbox_4: 0.1844 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:49] d2.utils.events INFO: eta: 9:03:32 iter: 334299 total_loss: 5.403 loss_ce: 0.2678 loss_bbox: 0.1628 loss_giou: 0.3334 loss_ce_0: 0.4896 loss_bbox_0: 0.2839 loss_giou_0: 0.5128 loss_ce_1: 0.363 loss_bbox_1: 0.1954 loss_giou_1: 0.3746 loss_ce_2: 0.3139 loss_bbox_2: 0.1766 loss_giou_2: 0.3425 loss_ce_3: 0.289 loss_bbox_3: 0.1719 loss_giou_3: 0.3384 loss_ce_4: 0.2846 loss_bbox_4: 0.1692 loss_giou_4: 0.334 time: 0.2799 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 16:29:55] d2.utils.events INFO: eta: 9:03:15 iter: 334319 total_loss: 5.169 loss_ce: 0.2309 loss_bbox: 0.1751 loss_giou: 0.3102 loss_ce_0: 0.4579 loss_bbox_0: 0.2845 loss_giou_0: 0.4603 loss_ce_1: 0.348 loss_bbox_1: 0.2008 loss_giou_1: 0.3509 loss_ce_2: 0.2861 loss_bbox_2: 0.1851 loss_giou_2: 0.3227 loss_ce_3: 0.2493 loss_bbox_3: 0.1804 loss_giou_3: 0.3109 loss_ce_4: 0.2395 loss_bbox_4: 0.1737 loss_giou_4: 0.3081 time: 0.2799 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:01] d2.utils.events INFO: eta: 9:03:12 iter: 334339 total_loss: 5.405 loss_ce: 0.2479 loss_bbox: 0.1858 loss_giou: 0.327 loss_ce_0: 0.4782 loss_bbox_0: 0.2988 loss_giou_0: 0.4827 loss_ce_1: 0.3769 loss_bbox_1: 0.2128 loss_giou_1: 0.3617 loss_ce_2: 0.3057 loss_bbox_2: 0.1993 loss_giou_2: 0.3388 loss_ce_3: 0.2861 loss_bbox_3: 0.1904 loss_giou_3: 0.332 loss_ce_4: 0.261 loss_bbox_4: 0.1885 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:06] d2.utils.events INFO: eta: 9:03:02 iter: 334359 total_loss: 5.389 loss_ce: 0.2441 loss_bbox: 0.1783 loss_giou: 0.3097 loss_ce_0: 0.454 loss_bbox_0: 0.2973 loss_giou_0: 0.5178 loss_ce_1: 0.3561 loss_bbox_1: 0.2132 loss_giou_1: 0.3644 loss_ce_2: 0.2947 loss_bbox_2: 0.1936 loss_giou_2: 0.3282 loss_ce_3: 0.2629 loss_bbox_3: 0.1854 loss_giou_3: 0.3219 loss_ce_4: 0.2405 loss_bbox_4: 0.1806 loss_giou_4: 0.3131 time: 0.2799 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:12] d2.utils.events INFO: eta: 9:02:51 iter: 334379 total_loss: 5.591 loss_ce: 0.2666 loss_bbox: 0.1695 loss_giou: 0.3505 loss_ce_0: 0.4868 loss_bbox_0: 0.2947 loss_giou_0: 0.5629 loss_ce_1: 0.3705 loss_bbox_1: 0.2032 loss_giou_1: 0.4165 loss_ce_2: 0.3172 loss_bbox_2: 0.1847 loss_giou_2: 0.3796 loss_ce_3: 0.2823 loss_bbox_3: 0.1724 loss_giou_3: 0.3688 loss_ce_4: 0.2662 loss_bbox_4: 0.1697 loss_giou_4: 0.3591 time: 0.2799 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:18] d2.utils.events INFO: eta: 9:03:04 iter: 334399 total_loss: 5.355 loss_ce: 0.2534 loss_bbox: 0.1599 loss_giou: 0.3249 loss_ce_0: 0.4662 loss_bbox_0: 0.2928 loss_giou_0: 0.4877 loss_ce_1: 0.3583 loss_bbox_1: 0.1957 loss_giou_1: 0.3755 loss_ce_2: 0.2994 loss_bbox_2: 0.1746 loss_giou_2: 0.3455 loss_ce_3: 0.2727 loss_bbox_3: 0.1692 loss_giou_3: 0.3361 loss_ce_4: 0.2564 loss_bbox_4: 0.162 loss_giou_4: 0.3305 time: 0.2799 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:23] d2.utils.events INFO: eta: 9:02:54 iter: 334419 total_loss: 5.359 loss_ce: 0.2585 loss_bbox: 0.1652 loss_giou: 0.3384 loss_ce_0: 0.4818 loss_bbox_0: 0.2916 loss_giou_0: 0.5092 loss_ce_1: 0.357 loss_bbox_1: 0.199 loss_giou_1: 0.3797 loss_ce_2: 0.315 loss_bbox_2: 0.177 loss_giou_2: 0.3574 loss_ce_3: 0.2773 loss_bbox_3: 0.1757 loss_giou_3: 0.3508 loss_ce_4: 0.263 loss_bbox_4: 0.1692 loss_giou_4: 0.343 time: 0.2799 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:29] d2.utils.events INFO: eta: 9:02:49 iter: 334439 total_loss: 5.646 loss_ce: 0.2681 loss_bbox: 0.1716 loss_giou: 0.3595 loss_ce_0: 0.4829 loss_bbox_0: 0.3071 loss_giou_0: 0.5235 loss_ce_1: 0.3807 loss_bbox_1: 0.2105 loss_giou_1: 0.3931 loss_ce_2: 0.3193 loss_bbox_2: 0.1879 loss_giou_2: 0.367 loss_ce_3: 0.2717 loss_bbox_3: 0.1809 loss_giou_3: 0.3676 loss_ce_4: 0.2659 loss_bbox_4: 0.1771 loss_giou_4: 0.3565 time: 0.2799 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:35] d2.utils.events INFO: eta: 9:02:57 iter: 334459 total_loss: 5.132 loss_ce: 0.2332 loss_bbox: 0.1797 loss_giou: 0.3022 loss_ce_0: 0.4537 loss_bbox_0: 0.2979 loss_giou_0: 0.46 loss_ce_1: 0.3322 loss_bbox_1: 0.2082 loss_giou_1: 0.3447 loss_ce_2: 0.2742 loss_bbox_2: 0.1952 loss_giou_2: 0.3229 loss_ce_3: 0.2433 loss_bbox_3: 0.1886 loss_giou_3: 0.31 loss_ce_4: 0.2304 loss_bbox_4: 0.1818 loss_giou_4: 0.303 time: 0.2799 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:40] d2.utils.events INFO: eta: 9:02:44 iter: 334479 total_loss: 5.219 loss_ce: 0.2422 loss_bbox: 0.1691 loss_giou: 0.3191 loss_ce_0: 0.4413 loss_bbox_0: 0.2904 loss_giou_0: 0.515 loss_ce_1: 0.3479 loss_bbox_1: 0.1981 loss_giou_1: 0.369 loss_ce_2: 0.286 loss_bbox_2: 0.1773 loss_giou_2: 0.3381 loss_ce_3: 0.2568 loss_bbox_3: 0.1704 loss_giou_3: 0.329 loss_ce_4: 0.2413 loss_bbox_4: 0.1661 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:46] d2.utils.events INFO: eta: 9:02:52 iter: 334499 total_loss: 5.16 loss_ce: 0.2427 loss_bbox: 0.17 loss_giou: 0.3286 loss_ce_0: 0.4457 loss_bbox_0: 0.2982 loss_giou_0: 0.5051 loss_ce_1: 0.3398 loss_bbox_1: 0.2061 loss_giou_1: 0.3838 loss_ce_2: 0.2766 loss_bbox_2: 0.1839 loss_giou_2: 0.3494 loss_ce_3: 0.2541 loss_bbox_3: 0.1755 loss_giou_3: 0.3413 loss_ce_4: 0.2514 loss_bbox_4: 0.1673 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:52] d2.utils.events INFO: eta: 9:02:43 iter: 334519 total_loss: 5.259 loss_ce: 0.2589 loss_bbox: 0.1604 loss_giou: 0.3086 loss_ce_0: 0.4822 loss_bbox_0: 0.2797 loss_giou_0: 0.4847 loss_ce_1: 0.3595 loss_bbox_1: 0.1932 loss_giou_1: 0.3564 loss_ce_2: 0.3061 loss_bbox_2: 0.1708 loss_giou_2: 0.3296 loss_ce_3: 0.2793 loss_bbox_3: 0.1643 loss_giou_3: 0.3163 loss_ce_4: 0.2688 loss_bbox_4: 0.1605 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 16:30:58] d2.utils.events INFO: eta: 9:02:45 iter: 334539 total_loss: 5.488 loss_ce: 0.2861 loss_bbox: 0.1663 loss_giou: 0.3254 loss_ce_0: 0.4818 loss_bbox_0: 0.2924 loss_giou_0: 0.5302 loss_ce_1: 0.3639 loss_bbox_1: 0.2015 loss_giou_1: 0.3847 loss_ce_2: 0.3113 loss_bbox_2: 0.179 loss_giou_2: 0.3483 loss_ce_3: 0.2919 loss_bbox_3: 0.1713 loss_giou_3: 0.3346 loss_ce_4: 0.2855 loss_bbox_4: 0.1677 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:03] d2.utils.events INFO: eta: 9:02:37 iter: 334559 total_loss: 5.341 loss_ce: 0.2623 loss_bbox: 0.1691 loss_giou: 0.3166 loss_ce_0: 0.4862 loss_bbox_0: 0.2913 loss_giou_0: 0.4859 loss_ce_1: 0.384 loss_bbox_1: 0.1995 loss_giou_1: 0.3592 loss_ce_2: 0.3167 loss_bbox_2: 0.1826 loss_giou_2: 0.338 loss_ce_3: 0.2826 loss_bbox_3: 0.1759 loss_giou_3: 0.3295 loss_ce_4: 0.2584 loss_bbox_4: 0.1729 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:09] d2.utils.events INFO: eta: 9:02:31 iter: 334579 total_loss: 5.178 loss_ce: 0.2364 loss_bbox: 0.16 loss_giou: 0.3228 loss_ce_0: 0.4812 loss_bbox_0: 0.2913 loss_giou_0: 0.4993 loss_ce_1: 0.3485 loss_bbox_1: 0.1898 loss_giou_1: 0.3698 loss_ce_2: 0.2836 loss_bbox_2: 0.1737 loss_giou_2: 0.3439 loss_ce_3: 0.2501 loss_bbox_3: 0.1696 loss_giou_3: 0.3327 loss_ce_4: 0.2399 loss_bbox_4: 0.1641 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:15] d2.utils.events INFO: eta: 9:02:25 iter: 334599 total_loss: 5.061 loss_ce: 0.2306 loss_bbox: 0.1776 loss_giou: 0.2949 loss_ce_0: 0.4651 loss_bbox_0: 0.2905 loss_giou_0: 0.4691 loss_ce_1: 0.3661 loss_bbox_1: 0.2039 loss_giou_1: 0.3432 loss_ce_2: 0.2846 loss_bbox_2: 0.1883 loss_giou_2: 0.3129 loss_ce_3: 0.2412 loss_bbox_3: 0.1822 loss_giou_3: 0.3101 loss_ce_4: 0.2298 loss_bbox_4: 0.1784 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0330 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:20] d2.utils.events INFO: eta: 9:02:15 iter: 334619 total_loss: 5.446 loss_ce: 0.2602 loss_bbox: 0.1739 loss_giou: 0.3215 loss_ce_0: 0.453 loss_bbox_0: 0.289 loss_giou_0: 0.4937 loss_ce_1: 0.3527 loss_bbox_1: 0.2049 loss_giou_1: 0.3773 loss_ce_2: 0.2898 loss_bbox_2: 0.1846 loss_giou_2: 0.3497 loss_ce_3: 0.2658 loss_bbox_3: 0.1773 loss_giou_3: 0.3386 loss_ce_4: 0.2562 loss_bbox_4: 0.1769 loss_giou_4: 0.3299 time: 0.2800 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:26] d2.utils.events INFO: eta: 9:01:56 iter: 334639 total_loss: 5.106 loss_ce: 0.2376 loss_bbox: 0.1611 loss_giou: 0.3114 loss_ce_0: 0.4701 loss_bbox_0: 0.2807 loss_giou_0: 0.4935 loss_ce_1: 0.354 loss_bbox_1: 0.1936 loss_giou_1: 0.3661 loss_ce_2: 0.3026 loss_bbox_2: 0.1701 loss_giou_2: 0.334 loss_ce_3: 0.2582 loss_bbox_3: 0.1671 loss_giou_3: 0.3209 loss_ce_4: 0.2438 loss_bbox_4: 0.1647 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:32] d2.utils.events INFO: eta: 9:01:35 iter: 334659 total_loss: 5.42 loss_ce: 0.2603 loss_bbox: 0.188 loss_giou: 0.3395 loss_ce_0: 0.4654 loss_bbox_0: 0.2944 loss_giou_0: 0.5065 loss_ce_1: 0.3493 loss_bbox_1: 0.2121 loss_giou_1: 0.3791 loss_ce_2: 0.2935 loss_bbox_2: 0.1977 loss_giou_2: 0.3541 loss_ce_3: 0.2632 loss_bbox_3: 0.1932 loss_giou_3: 0.3498 loss_ce_4: 0.26 loss_bbox_4: 0.1915 loss_giou_4: 0.3473 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:37] d2.utils.events INFO: eta: 9:01:28 iter: 334679 total_loss: 5.06 loss_ce: 0.246 loss_bbox: 0.1629 loss_giou: 0.3104 loss_ce_0: 0.475 loss_bbox_0: 0.2805 loss_giou_0: 0.4697 loss_ce_1: 0.3704 loss_bbox_1: 0.1959 loss_giou_1: 0.3549 loss_ce_2: 0.3016 loss_bbox_2: 0.1777 loss_giou_2: 0.325 loss_ce_3: 0.2602 loss_bbox_3: 0.171 loss_giou_3: 0.3205 loss_ce_4: 0.251 loss_bbox_4: 0.1652 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:43] d2.utils.events INFO: eta: 9:01:22 iter: 334699 total_loss: 5.348 loss_ce: 0.2518 loss_bbox: 0.1727 loss_giou: 0.3194 loss_ce_0: 0.4711 loss_bbox_0: 0.2974 loss_giou_0: 0.4998 loss_ce_1: 0.3573 loss_bbox_1: 0.2039 loss_giou_1: 0.3671 loss_ce_2: 0.302 loss_bbox_2: 0.1825 loss_giou_2: 0.3445 loss_ce_3: 0.2679 loss_bbox_3: 0.1745 loss_giou_3: 0.3293 loss_ce_4: 0.2479 loss_bbox_4: 0.1724 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0310 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:49] d2.utils.events INFO: eta: 9:01:18 iter: 334719 total_loss: 5.346 loss_ce: 0.2395 loss_bbox: 0.1645 loss_giou: 0.3393 loss_ce_0: 0.4748 loss_bbox_0: 0.2927 loss_giou_0: 0.5392 loss_ce_1: 0.3633 loss_bbox_1: 0.2057 loss_giou_1: 0.3966 loss_ce_2: 0.2973 loss_bbox_2: 0.1803 loss_giou_2: 0.3604 loss_ce_3: 0.2658 loss_bbox_3: 0.1711 loss_giou_3: 0.3473 loss_ce_4: 0.2533 loss_bbox_4: 0.166 loss_giou_4: 0.3433 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:31:54] d2.utils.events INFO: eta: 9:01:08 iter: 334739 total_loss: 5.422 loss_ce: 0.2527 loss_bbox: 0.1809 loss_giou: 0.3285 loss_ce_0: 0.4876 loss_bbox_0: 0.2985 loss_giou_0: 0.4889 loss_ce_1: 0.3689 loss_bbox_1: 0.2118 loss_giou_1: 0.3774 loss_ce_2: 0.3032 loss_bbox_2: 0.1969 loss_giou_2: 0.3441 loss_ce_3: 0.2732 loss_bbox_3: 0.1833 loss_giou_3: 0.3405 loss_ce_4: 0.2592 loss_bbox_4: 0.1846 loss_giou_4: 0.3306 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:00] d2.utils.events INFO: eta: 9:01:03 iter: 334759 total_loss: 5.496 loss_ce: 0.2627 loss_bbox: 0.177 loss_giou: 0.3346 loss_ce_0: 0.4816 loss_bbox_0: 0.2998 loss_giou_0: 0.5255 loss_ce_1: 0.3884 loss_bbox_1: 0.2171 loss_giou_1: 0.388 loss_ce_2: 0.3251 loss_bbox_2: 0.1923 loss_giou_2: 0.3521 loss_ce_3: 0.2843 loss_bbox_3: 0.188 loss_giou_3: 0.3494 loss_ce_4: 0.2697 loss_bbox_4: 0.1849 loss_giou_4: 0.3415 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:06] d2.utils.events INFO: eta: 9:00:51 iter: 334779 total_loss: 5.401 loss_ce: 0.2529 loss_bbox: 0.1686 loss_giou: 0.3292 loss_ce_0: 0.4838 loss_bbox_0: 0.2891 loss_giou_0: 0.4922 loss_ce_1: 0.3622 loss_bbox_1: 0.2008 loss_giou_1: 0.3787 loss_ce_2: 0.3192 loss_bbox_2: 0.1818 loss_giou_2: 0.3472 loss_ce_3: 0.2776 loss_bbox_3: 0.1737 loss_giou_3: 0.3426 loss_ce_4: 0.2578 loss_bbox_4: 0.1732 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:11] d2.utils.events INFO: eta: 9:00:48 iter: 334799 total_loss: 5.431 loss_ce: 0.2605 loss_bbox: 0.1768 loss_giou: 0.3261 loss_ce_0: 0.4919 loss_bbox_0: 0.2976 loss_giou_0: 0.5014 loss_ce_1: 0.3664 loss_bbox_1: 0.2108 loss_giou_1: 0.3727 loss_ce_2: 0.308 loss_bbox_2: 0.1934 loss_giou_2: 0.3411 loss_ce_3: 0.2812 loss_bbox_3: 0.1842 loss_giou_3: 0.3416 loss_ce_4: 0.2644 loss_bbox_4: 0.1788 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:17] d2.utils.events INFO: eta: 9:00:35 iter: 334819 total_loss: 5.463 loss_ce: 0.2608 loss_bbox: 0.1614 loss_giou: 0.3398 loss_ce_0: 0.4722 loss_bbox_0: 0.2822 loss_giou_0: 0.539 loss_ce_1: 0.3616 loss_bbox_1: 0.1941 loss_giou_1: 0.3931 loss_ce_2: 0.3049 loss_bbox_2: 0.1743 loss_giou_2: 0.3624 loss_ce_3: 0.2719 loss_bbox_3: 0.1699 loss_giou_3: 0.3511 loss_ce_4: 0.2617 loss_bbox_4: 0.1664 loss_giou_4: 0.3456 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:23] d2.utils.events INFO: eta: 9:00:34 iter: 334839 total_loss: 5.138 loss_ce: 0.2459 loss_bbox: 0.1598 loss_giou: 0.3247 loss_ce_0: 0.4722 loss_bbox_0: 0.2895 loss_giou_0: 0.5281 loss_ce_1: 0.3584 loss_bbox_1: 0.2 loss_giou_1: 0.3775 loss_ce_2: 0.2881 loss_bbox_2: 0.1756 loss_giou_2: 0.3461 loss_ce_3: 0.2611 loss_bbox_3: 0.1691 loss_giou_3: 0.3365 loss_ce_4: 0.2439 loss_bbox_4: 0.1663 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:28] d2.utils.events INFO: eta: 9:00:16 iter: 334859 total_loss: 5.344 loss_ce: 0.252 loss_bbox: 0.1684 loss_giou: 0.306 loss_ce_0: 0.4843 loss_bbox_0: 0.297 loss_giou_0: 0.4928 loss_ce_1: 0.3565 loss_bbox_1: 0.2024 loss_giou_1: 0.3737 loss_ce_2: 0.3055 loss_bbox_2: 0.1861 loss_giou_2: 0.335 loss_ce_3: 0.2716 loss_bbox_3: 0.1736 loss_giou_3: 0.3228 loss_ce_4: 0.2558 loss_bbox_4: 0.1691 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0331 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:34] d2.utils.events INFO: eta: 9:00:22 iter: 334879 total_loss: 5.228 loss_ce: 0.2285 loss_bbox: 0.1658 loss_giou: 0.337 loss_ce_0: 0.4459 loss_bbox_0: 0.2714 loss_giou_0: 0.524 loss_ce_1: 0.3401 loss_bbox_1: 0.1913 loss_giou_1: 0.3769 loss_ce_2: 0.2721 loss_bbox_2: 0.1767 loss_giou_2: 0.3557 loss_ce_3: 0.2395 loss_bbox_3: 0.1682 loss_giou_3: 0.3452 loss_ce_4: 0.228 loss_bbox_4: 0.1678 loss_giou_4: 0.341 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:40] d2.utils.events INFO: eta: 9:00:10 iter: 334899 total_loss: 5.516 loss_ce: 0.2741 loss_bbox: 0.1809 loss_giou: 0.3177 loss_ce_0: 0.4788 loss_bbox_0: 0.3009 loss_giou_0: 0.51 loss_ce_1: 0.3799 loss_bbox_1: 0.2051 loss_giou_1: 0.3625 loss_ce_2: 0.3177 loss_bbox_2: 0.1921 loss_giou_2: 0.3314 loss_ce_3: 0.2883 loss_bbox_3: 0.1759 loss_giou_3: 0.3247 loss_ce_4: 0.2787 loss_bbox_4: 0.1785 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:46] d2.utils.events INFO: eta: 9:00:01 iter: 334919 total_loss: 5.395 loss_ce: 0.2698 loss_bbox: 0.18 loss_giou: 0.3104 loss_ce_0: 0.4771 loss_bbox_0: 0.2844 loss_giou_0: 0.4864 loss_ce_1: 0.3614 loss_bbox_1: 0.2105 loss_giou_1: 0.3601 loss_ce_2: 0.3095 loss_bbox_2: 0.1929 loss_giou_2: 0.3337 loss_ce_3: 0.2832 loss_bbox_3: 0.1855 loss_giou_3: 0.3186 loss_ce_4: 0.269 loss_bbox_4: 0.1819 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:51] d2.utils.events INFO: eta: 8:59:51 iter: 334939 total_loss: 5.177 loss_ce: 0.2558 loss_bbox: 0.1642 loss_giou: 0.3094 loss_ce_0: 0.4717 loss_bbox_0: 0.2885 loss_giou_0: 0.5022 loss_ce_1: 0.3726 loss_bbox_1: 0.1943 loss_giou_1: 0.3661 loss_ce_2: 0.2907 loss_bbox_2: 0.1795 loss_giou_2: 0.3338 loss_ce_3: 0.2617 loss_bbox_3: 0.1728 loss_giou_3: 0.317 loss_ce_4: 0.2506 loss_bbox_4: 0.1701 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 16:32:57] d2.utils.events INFO: eta: 8:59:50 iter: 334959 total_loss: 5.332 loss_ce: 0.2486 loss_bbox: 0.1789 loss_giou: 0.316 loss_ce_0: 0.4775 loss_bbox_0: 0.2856 loss_giou_0: 0.4998 loss_ce_1: 0.3524 loss_bbox_1: 0.2155 loss_giou_1: 0.3754 loss_ce_2: 0.3038 loss_bbox_2: 0.195 loss_giou_2: 0.3367 loss_ce_3: 0.267 loss_bbox_3: 0.1875 loss_giou_3: 0.3234 loss_ce_4: 0.2575 loss_bbox_4: 0.1788 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:03] d2.utils.events INFO: eta: 8:59:36 iter: 334979 total_loss: 5.426 loss_ce: 0.2626 loss_bbox: 0.1721 loss_giou: 0.3287 loss_ce_0: 0.4939 loss_bbox_0: 0.2997 loss_giou_0: 0.506 loss_ce_1: 0.3767 loss_bbox_1: 0.2124 loss_giou_1: 0.3718 loss_ce_2: 0.3089 loss_bbox_2: 0.1881 loss_giou_2: 0.3411 loss_ce_3: 0.287 loss_bbox_3: 0.1831 loss_giou_3: 0.3384 loss_ce_4: 0.2644 loss_bbox_4: 0.1757 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:08] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0334999.pth [11/03 16:33:10] d2.utils.events INFO: eta: 8:59:30 iter: 334999 total_loss: 5.323 loss_ce: 0.2475 loss_bbox: 0.1679 loss_giou: 0.3333 loss_ce_0: 0.4817 loss_bbox_0: 0.2932 loss_giou_0: 0.4997 loss_ce_1: 0.3538 loss_bbox_1: 0.2036 loss_giou_1: 0.3785 loss_ce_2: 0.2926 loss_bbox_2: 0.1845 loss_giou_2: 0.348 loss_ce_3: 0.2613 loss_bbox_3: 0.1764 loss_giou_3: 0.3449 loss_ce_4: 0.2458 loss_bbox_4: 0.1693 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0350 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:16] d2.utils.events INFO: eta: 8:59:26 iter: 335019 total_loss: 5.204 loss_ce: 0.234 loss_bbox: 0.1696 loss_giou: 0.3173 loss_ce_0: 0.4505 loss_bbox_0: 0.3013 loss_giou_0: 0.4936 loss_ce_1: 0.3449 loss_bbox_1: 0.2044 loss_giou_1: 0.3657 loss_ce_2: 0.2822 loss_bbox_2: 0.1865 loss_giou_2: 0.334 loss_ce_3: 0.2493 loss_bbox_3: 0.1736 loss_giou_3: 0.3243 loss_ce_4: 0.2428 loss_bbox_4: 0.1705 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:22] d2.utils.events INFO: eta: 8:59:09 iter: 335039 total_loss: 5.341 loss_ce: 0.2323 loss_bbox: 0.1845 loss_giou: 0.3259 loss_ce_0: 0.4675 loss_bbox_0: 0.295 loss_giou_0: 0.4942 loss_ce_1: 0.3522 loss_bbox_1: 0.2083 loss_giou_1: 0.3743 loss_ce_2: 0.2933 loss_bbox_2: 0.1941 loss_giou_2: 0.349 loss_ce_3: 0.2487 loss_bbox_3: 0.1906 loss_giou_3: 0.342 loss_ce_4: 0.2404 loss_bbox_4: 0.1849 loss_giou_4: 0.3358 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:27] d2.utils.events INFO: eta: 8:58:55 iter: 335059 total_loss: 5.459 loss_ce: 0.2667 loss_bbox: 0.1778 loss_giou: 0.3085 loss_ce_0: 0.4861 loss_bbox_0: 0.3014 loss_giou_0: 0.484 loss_ce_1: 0.3738 loss_bbox_1: 0.213 loss_giou_1: 0.3519 loss_ce_2: 0.3076 loss_bbox_2: 0.1928 loss_giou_2: 0.3246 loss_ce_3: 0.2852 loss_bbox_3: 0.1867 loss_giou_3: 0.316 loss_ce_4: 0.2703 loss_bbox_4: 0.182 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:33] d2.utils.events INFO: eta: 8:58:49 iter: 335079 total_loss: 5.364 loss_ce: 0.2485 loss_bbox: 0.1681 loss_giou: 0.3356 loss_ce_0: 0.4593 loss_bbox_0: 0.3052 loss_giou_0: 0.5215 loss_ce_1: 0.344 loss_bbox_1: 0.2046 loss_giou_1: 0.397 loss_ce_2: 0.2932 loss_bbox_2: 0.1891 loss_giou_2: 0.3581 loss_ce_3: 0.266 loss_bbox_3: 0.1727 loss_giou_3: 0.3423 loss_ce_4: 0.2547 loss_bbox_4: 0.1726 loss_giou_4: 0.3432 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:39] d2.utils.events INFO: eta: 8:58:52 iter: 335099 total_loss: 5.492 loss_ce: 0.2579 loss_bbox: 0.1674 loss_giou: 0.3189 loss_ce_0: 0.4878 loss_bbox_0: 0.3069 loss_giou_0: 0.5021 loss_ce_1: 0.3724 loss_bbox_1: 0.2139 loss_giou_1: 0.3814 loss_ce_2: 0.3163 loss_bbox_2: 0.1915 loss_giou_2: 0.3462 loss_ce_3: 0.285 loss_bbox_3: 0.1812 loss_giou_3: 0.3342 loss_ce_4: 0.2587 loss_bbox_4: 0.1756 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:44] d2.utils.events INFO: eta: 8:58:34 iter: 335119 total_loss: 5.361 loss_ce: 0.2593 loss_bbox: 0.1754 loss_giou: 0.3209 loss_ce_0: 0.4683 loss_bbox_0: 0.304 loss_giou_0: 0.5171 loss_ce_1: 0.3603 loss_bbox_1: 0.2137 loss_giou_1: 0.3778 loss_ce_2: 0.2828 loss_bbox_2: 0.1964 loss_giou_2: 0.3531 loss_ce_3: 0.2646 loss_bbox_3: 0.1849 loss_giou_3: 0.3387 loss_ce_4: 0.263 loss_bbox_4: 0.1816 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:50] d2.utils.events INFO: eta: 8:58:56 iter: 335139 total_loss: 5.307 loss_ce: 0.2425 loss_bbox: 0.164 loss_giou: 0.3195 loss_ce_0: 0.4675 loss_bbox_0: 0.284 loss_giou_0: 0.5051 loss_ce_1: 0.355 loss_bbox_1: 0.2003 loss_giou_1: 0.3713 loss_ce_2: 0.2972 loss_bbox_2: 0.177 loss_giou_2: 0.3405 loss_ce_3: 0.2646 loss_bbox_3: 0.1676 loss_giou_3: 0.3316 loss_ce_4: 0.2471 loss_bbox_4: 0.1677 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 16:33:56] d2.utils.events INFO: eta: 8:58:51 iter: 335159 total_loss: 5.549 loss_ce: 0.269 loss_bbox: 0.1665 loss_giou: 0.3322 loss_ce_0: 0.4749 loss_bbox_0: 0.3001 loss_giou_0: 0.4917 loss_ce_1: 0.3731 loss_bbox_1: 0.2071 loss_giou_1: 0.3788 loss_ce_2: 0.3229 loss_bbox_2: 0.1849 loss_giou_2: 0.3522 loss_ce_3: 0.2811 loss_bbox_3: 0.1777 loss_giou_3: 0.338 loss_ce_4: 0.273 loss_bbox_4: 0.1723 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:02] d2.utils.events INFO: eta: 8:58:36 iter: 335179 total_loss: 5.265 loss_ce: 0.2619 loss_bbox: 0.1678 loss_giou: 0.3125 loss_ce_0: 0.4724 loss_bbox_0: 0.2937 loss_giou_0: 0.4985 loss_ce_1: 0.3541 loss_bbox_1: 0.195 loss_giou_1: 0.3646 loss_ce_2: 0.3023 loss_bbox_2: 0.1833 loss_giou_2: 0.33 loss_ce_3: 0.2742 loss_bbox_3: 0.1742 loss_giou_3: 0.3228 loss_ce_4: 0.2628 loss_bbox_4: 0.1722 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:07] d2.utils.events INFO: eta: 8:58:22 iter: 335199 total_loss: 5.264 loss_ce: 0.2573 loss_bbox: 0.1703 loss_giou: 0.3047 loss_ce_0: 0.4798 loss_bbox_0: 0.299 loss_giou_0: 0.4844 loss_ce_1: 0.3502 loss_bbox_1: 0.1991 loss_giou_1: 0.3599 loss_ce_2: 0.3017 loss_bbox_2: 0.1847 loss_giou_2: 0.3307 loss_ce_3: 0.2717 loss_bbox_3: 0.1885 loss_giou_3: 0.3154 loss_ce_4: 0.2573 loss_bbox_4: 0.1779 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:13] d2.utils.events INFO: eta: 8:58:25 iter: 335219 total_loss: 4.933 loss_ce: 0.2263 loss_bbox: 0.1533 loss_giou: 0.2851 loss_ce_0: 0.4678 loss_bbox_0: 0.2721 loss_giou_0: 0.4924 loss_ce_1: 0.3413 loss_bbox_1: 0.185 loss_giou_1: 0.3479 loss_ce_2: 0.2807 loss_bbox_2: 0.1621 loss_giou_2: 0.3108 loss_ce_3: 0.2454 loss_bbox_3: 0.1577 loss_giou_3: 0.2981 loss_ce_4: 0.2283 loss_bbox_4: 0.1536 loss_giou_4: 0.2864 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:19] d2.utils.events INFO: eta: 8:58:11 iter: 335239 total_loss: 5.287 loss_ce: 0.2599 loss_bbox: 0.1586 loss_giou: 0.2969 loss_ce_0: 0.4992 loss_bbox_0: 0.2819 loss_giou_0: 0.4759 loss_ce_1: 0.3847 loss_bbox_1: 0.1958 loss_giou_1: 0.3553 loss_ce_2: 0.3039 loss_bbox_2: 0.1806 loss_giou_2: 0.3213 loss_ce_3: 0.2846 loss_bbox_3: 0.1664 loss_giou_3: 0.3065 loss_ce_4: 0.2704 loss_bbox_4: 0.1656 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:24] d2.utils.events INFO: eta: 8:58:08 iter: 335259 total_loss: 5.221 loss_ce: 0.2559 loss_bbox: 0.158 loss_giou: 0.3118 loss_ce_0: 0.4729 loss_bbox_0: 0.2963 loss_giou_0: 0.5027 loss_ce_1: 0.3584 loss_bbox_1: 0.1959 loss_giou_1: 0.3585 loss_ce_2: 0.3181 loss_bbox_2: 0.1775 loss_giou_2: 0.3259 loss_ce_3: 0.2811 loss_bbox_3: 0.1624 loss_giou_3: 0.3133 loss_ce_4: 0.2659 loss_bbox_4: 0.16 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:30] d2.utils.events INFO: eta: 8:57:56 iter: 335279 total_loss: 5.216 loss_ce: 0.2547 loss_bbox: 0.1623 loss_giou: 0.303 loss_ce_0: 0.4732 loss_bbox_0: 0.2945 loss_giou_0: 0.474 loss_ce_1: 0.358 loss_bbox_1: 0.2042 loss_giou_1: 0.3604 loss_ce_2: 0.3058 loss_bbox_2: 0.1797 loss_giou_2: 0.3229 loss_ce_3: 0.2846 loss_bbox_3: 0.171 loss_giou_3: 0.3106 loss_ce_4: 0.2602 loss_bbox_4: 0.1638 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0319 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:36] d2.utils.events INFO: eta: 8:58:03 iter: 335299 total_loss: 5.191 loss_ce: 0.2323 loss_bbox: 0.1733 loss_giou: 0.3186 loss_ce_0: 0.4676 loss_bbox_0: 0.2846 loss_giou_0: 0.4607 loss_ce_1: 0.3489 loss_bbox_1: 0.1958 loss_giou_1: 0.3541 loss_ce_2: 0.2829 loss_bbox_2: 0.1797 loss_giou_2: 0.3309 loss_ce_3: 0.254 loss_bbox_3: 0.1802 loss_giou_3: 0.3218 loss_ce_4: 0.2342 loss_bbox_4: 0.1763 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:41] d2.utils.events INFO: eta: 8:57:48 iter: 335319 total_loss: 5.301 loss_ce: 0.2429 loss_bbox: 0.1743 loss_giou: 0.3069 loss_ce_0: 0.4484 loss_bbox_0: 0.2905 loss_giou_0: 0.49 loss_ce_1: 0.3451 loss_bbox_1: 0.2074 loss_giou_1: 0.3537 loss_ce_2: 0.2961 loss_bbox_2: 0.1895 loss_giou_2: 0.3178 loss_ce_3: 0.2575 loss_bbox_3: 0.1815 loss_giou_3: 0.3115 loss_ce_4: 0.2488 loss_bbox_4: 0.1775 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:47] d2.utils.events INFO: eta: 8:57:39 iter: 335339 total_loss: 5.528 loss_ce: 0.264 loss_bbox: 0.1721 loss_giou: 0.3404 loss_ce_0: 0.4815 loss_bbox_0: 0.2972 loss_giou_0: 0.5299 loss_ce_1: 0.3887 loss_bbox_1: 0.203 loss_giou_1: 0.3955 loss_ce_2: 0.3167 loss_bbox_2: 0.1845 loss_giou_2: 0.3713 loss_ce_3: 0.2852 loss_bbox_3: 0.1778 loss_giou_3: 0.3499 loss_ce_4: 0.2701 loss_bbox_4: 0.1743 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:53] d2.utils.events INFO: eta: 8:57:32 iter: 335359 total_loss: 5.169 loss_ce: 0.246 loss_bbox: 0.1663 loss_giou: 0.3278 loss_ce_0: 0.4722 loss_bbox_0: 0.288 loss_giou_0: 0.5053 loss_ce_1: 0.3419 loss_bbox_1: 0.2036 loss_giou_1: 0.3664 loss_ce_2: 0.2929 loss_bbox_2: 0.183 loss_giou_2: 0.338 loss_ce_3: 0.2525 loss_bbox_3: 0.177 loss_giou_3: 0.3292 loss_ce_4: 0.2442 loss_bbox_4: 0.167 loss_giou_4: 0.3276 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 16:34:58] d2.utils.events INFO: eta: 8:57:35 iter: 335379 total_loss: 5.292 loss_ce: 0.2335 loss_bbox: 0.1673 loss_giou: 0.3207 loss_ce_0: 0.4586 loss_bbox_0: 0.2848 loss_giou_0: 0.5061 loss_ce_1: 0.352 loss_bbox_1: 0.2024 loss_giou_1: 0.3628 loss_ce_2: 0.2861 loss_bbox_2: 0.1877 loss_giou_2: 0.3366 loss_ce_3: 0.2562 loss_bbox_3: 0.1798 loss_giou_3: 0.3265 loss_ce_4: 0.2375 loss_bbox_4: 0.1703 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:04] d2.utils.events INFO: eta: 8:57:20 iter: 335399 total_loss: 5.461 loss_ce: 0.2626 loss_bbox: 0.1819 loss_giou: 0.2937 loss_ce_0: 0.4858 loss_bbox_0: 0.3065 loss_giou_0: 0.4741 loss_ce_1: 0.3941 loss_bbox_1: 0.2138 loss_giou_1: 0.3356 loss_ce_2: 0.3193 loss_bbox_2: 0.2 loss_giou_2: 0.3178 loss_ce_3: 0.2678 loss_bbox_3: 0.1892 loss_giou_3: 0.3094 loss_ce_4: 0.256 loss_bbox_4: 0.1834 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:10] d2.utils.events INFO: eta: 8:57:15 iter: 335419 total_loss: 5.085 loss_ce: 0.2416 loss_bbox: 0.168 loss_giou: 0.3113 loss_ce_0: 0.4574 loss_bbox_0: 0.2807 loss_giou_0: 0.473 loss_ce_1: 0.3341 loss_bbox_1: 0.1966 loss_giou_1: 0.3514 loss_ce_2: 0.284 loss_bbox_2: 0.1795 loss_giou_2: 0.3279 loss_ce_3: 0.2506 loss_bbox_3: 0.1722 loss_giou_3: 0.3183 loss_ce_4: 0.2364 loss_bbox_4: 0.1662 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:15] d2.utils.events INFO: eta: 8:57:00 iter: 335439 total_loss: 5.327 loss_ce: 0.2517 loss_bbox: 0.164 loss_giou: 0.3268 loss_ce_0: 0.4802 loss_bbox_0: 0.2862 loss_giou_0: 0.5341 loss_ce_1: 0.361 loss_bbox_1: 0.192 loss_giou_1: 0.3811 loss_ce_2: 0.3002 loss_bbox_2: 0.1727 loss_giou_2: 0.3504 loss_ce_3: 0.2747 loss_bbox_3: 0.1671 loss_giou_3: 0.3339 loss_ce_4: 0.2496 loss_bbox_4: 0.1638 loss_giou_4: 0.334 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:21] d2.utils.events INFO: eta: 8:56:54 iter: 335459 total_loss: 5.235 loss_ce: 0.241 loss_bbox: 0.1685 loss_giou: 0.3091 loss_ce_0: 0.4601 loss_bbox_0: 0.2841 loss_giou_0: 0.4827 loss_ce_1: 0.362 loss_bbox_1: 0.2049 loss_giou_1: 0.3544 loss_ce_2: 0.2947 loss_bbox_2: 0.1854 loss_giou_2: 0.3236 loss_ce_3: 0.2557 loss_bbox_3: 0.177 loss_giou_3: 0.3089 loss_ce_4: 0.2501 loss_bbox_4: 0.1711 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:27] d2.utils.events INFO: eta: 8:56:42 iter: 335479 total_loss: 5.399 loss_ce: 0.2624 loss_bbox: 0.1957 loss_giou: 0.3227 loss_ce_0: 0.4715 loss_bbox_0: 0.3007 loss_giou_0: 0.4828 loss_ce_1: 0.3645 loss_bbox_1: 0.2186 loss_giou_1: 0.364 loss_ce_2: 0.31 loss_bbox_2: 0.203 loss_giou_2: 0.3366 loss_ce_3: 0.2724 loss_bbox_3: 0.2016 loss_giou_3: 0.3349 loss_ce_4: 0.2661 loss_bbox_4: 0.2008 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0214 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:32] d2.utils.events INFO: eta: 8:56:25 iter: 335499 total_loss: 5.283 loss_ce: 0.2543 loss_bbox: 0.1647 loss_giou: 0.3316 loss_ce_0: 0.4626 loss_bbox_0: 0.2935 loss_giou_0: 0.4814 loss_ce_1: 0.3568 loss_bbox_1: 0.2 loss_giou_1: 0.3702 loss_ce_2: 0.2954 loss_bbox_2: 0.1769 loss_giou_2: 0.3454 loss_ce_3: 0.2673 loss_bbox_3: 0.1727 loss_giou_3: 0.3411 loss_ce_4: 0.2523 loss_bbox_4: 0.1682 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:38] d2.utils.events INFO: eta: 8:56:19 iter: 335519 total_loss: 5.149 loss_ce: 0.2463 loss_bbox: 0.1778 loss_giou: 0.3165 loss_ce_0: 0.4568 loss_bbox_0: 0.279 loss_giou_0: 0.4807 loss_ce_1: 0.345 loss_bbox_1: 0.207 loss_giou_1: 0.3649 loss_ce_2: 0.2845 loss_bbox_2: 0.1903 loss_giou_2: 0.3389 loss_ce_3: 0.2552 loss_bbox_3: 0.1872 loss_giou_3: 0.3247 loss_ce_4: 0.2443 loss_bbox_4: 0.1823 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:44] d2.utils.events INFO: eta: 8:56:12 iter: 335539 total_loss: 5.401 loss_ce: 0.2541 loss_bbox: 0.1706 loss_giou: 0.3157 loss_ce_0: 0.4665 loss_bbox_0: 0.2958 loss_giou_0: 0.5109 loss_ce_1: 0.3675 loss_bbox_1: 0.2135 loss_giou_1: 0.3792 loss_ce_2: 0.3033 loss_bbox_2: 0.188 loss_giou_2: 0.3442 loss_ce_3: 0.2745 loss_bbox_3: 0.1772 loss_giou_3: 0.3376 loss_ce_4: 0.2499 loss_bbox_4: 0.1757 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:49] d2.utils.events INFO: eta: 8:56:07 iter: 335559 total_loss: 4.926 loss_ce: 0.2305 loss_bbox: 0.1563 loss_giou: 0.2917 loss_ce_0: 0.4484 loss_bbox_0: 0.2827 loss_giou_0: 0.4523 loss_ce_1: 0.3466 loss_bbox_1: 0.1904 loss_giou_1: 0.326 loss_ce_2: 0.282 loss_bbox_2: 0.1752 loss_giou_2: 0.304 loss_ce_3: 0.2453 loss_bbox_3: 0.1639 loss_giou_3: 0.3024 loss_ce_4: 0.2333 loss_bbox_4: 0.1603 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 16:35:55] d2.utils.events INFO: eta: 8:56:01 iter: 335579 total_loss: 5.285 loss_ce: 0.2362 loss_bbox: 0.1696 loss_giou: 0.3342 loss_ce_0: 0.4689 loss_bbox_0: 0.2935 loss_giou_0: 0.5067 loss_ce_1: 0.3747 loss_bbox_1: 0.2051 loss_giou_1: 0.3722 loss_ce_2: 0.2975 loss_bbox_2: 0.1887 loss_giou_2: 0.3466 loss_ce_3: 0.2576 loss_bbox_3: 0.1755 loss_giou_3: 0.3419 loss_ce_4: 0.2415 loss_bbox_4: 0.1743 loss_giou_4: 0.3365 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:01] d2.utils.events INFO: eta: 8:55:56 iter: 335599 total_loss: 5.374 loss_ce: 0.2543 loss_bbox: 0.1754 loss_giou: 0.34 loss_ce_0: 0.4755 loss_bbox_0: 0.2958 loss_giou_0: 0.5059 loss_ce_1: 0.3745 loss_bbox_1: 0.2023 loss_giou_1: 0.3696 loss_ce_2: 0.3098 loss_bbox_2: 0.1917 loss_giou_2: 0.3522 loss_ce_3: 0.2782 loss_bbox_3: 0.1819 loss_giou_3: 0.3466 loss_ce_4: 0.2607 loss_bbox_4: 0.1773 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:06] d2.utils.events INFO: eta: 8:55:52 iter: 335619 total_loss: 5.46 loss_ce: 0.26 loss_bbox: 0.1689 loss_giou: 0.3331 loss_ce_0: 0.4741 loss_bbox_0: 0.2892 loss_giou_0: 0.4965 loss_ce_1: 0.3589 loss_bbox_1: 0.2001 loss_giou_1: 0.3763 loss_ce_2: 0.2979 loss_bbox_2: 0.181 loss_giou_2: 0.3553 loss_ce_3: 0.2691 loss_bbox_3: 0.177 loss_giou_3: 0.3534 loss_ce_4: 0.2621 loss_bbox_4: 0.1725 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:12] d2.utils.events INFO: eta: 8:55:49 iter: 335639 total_loss: 5.263 loss_ce: 0.2573 loss_bbox: 0.1622 loss_giou: 0.3309 loss_ce_0: 0.4761 loss_bbox_0: 0.2824 loss_giou_0: 0.5 loss_ce_1: 0.3755 loss_bbox_1: 0.1951 loss_giou_1: 0.3679 loss_ce_2: 0.3078 loss_bbox_2: 0.1759 loss_giou_2: 0.343 loss_ce_3: 0.2804 loss_bbox_3: 0.1708 loss_giou_3: 0.3337 loss_ce_4: 0.2588 loss_bbox_4: 0.167 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:18] d2.utils.events INFO: eta: 8:55:45 iter: 335659 total_loss: 5.234 loss_ce: 0.2486 loss_bbox: 0.1836 loss_giou: 0.3209 loss_ce_0: 0.465 loss_bbox_0: 0.3081 loss_giou_0: 0.48 loss_ce_1: 0.3639 loss_bbox_1: 0.2104 loss_giou_1: 0.3578 loss_ce_2: 0.3014 loss_bbox_2: 0.1978 loss_giou_2: 0.3413 loss_ce_3: 0.2666 loss_bbox_3: 0.1917 loss_giou_3: 0.3341 loss_ce_4: 0.2556 loss_bbox_4: 0.188 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:24] d2.utils.events INFO: eta: 8:55:40 iter: 335679 total_loss: 5.46 loss_ce: 0.2619 loss_bbox: 0.1765 loss_giou: 0.3414 loss_ce_0: 0.4738 loss_bbox_0: 0.2846 loss_giou_0: 0.53 loss_ce_1: 0.3817 loss_bbox_1: 0.2141 loss_giou_1: 0.3909 loss_ce_2: 0.3342 loss_bbox_2: 0.1889 loss_giou_2: 0.3542 loss_ce_3: 0.2837 loss_bbox_3: 0.1833 loss_giou_3: 0.3554 loss_ce_4: 0.2674 loss_bbox_4: 0.1778 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:29] d2.utils.events INFO: eta: 8:55:34 iter: 335699 total_loss: 5.381 loss_ce: 0.2374 loss_bbox: 0.1677 loss_giou: 0.3343 loss_ce_0: 0.4519 loss_bbox_0: 0.2805 loss_giou_0: 0.5111 loss_ce_1: 0.3515 loss_bbox_1: 0.1999 loss_giou_1: 0.3826 loss_ce_2: 0.2985 loss_bbox_2: 0.1833 loss_giou_2: 0.3516 loss_ce_3: 0.2629 loss_bbox_3: 0.1681 loss_giou_3: 0.3404 loss_ce_4: 0.2467 loss_bbox_4: 0.1662 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0304 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:35] d2.utils.events INFO: eta: 8:55:29 iter: 335719 total_loss: 5.223 loss_ce: 0.248 loss_bbox: 0.1645 loss_giou: 0.3217 loss_ce_0: 0.4617 loss_bbox_0: 0.3023 loss_giou_0: 0.4917 loss_ce_1: 0.3572 loss_bbox_1: 0.1979 loss_giou_1: 0.3713 loss_ce_2: 0.2894 loss_bbox_2: 0.1795 loss_giou_2: 0.3307 loss_ce_3: 0.2621 loss_bbox_3: 0.1708 loss_giou_3: 0.3235 loss_ce_4: 0.2507 loss_bbox_4: 0.1679 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:41] d2.utils.events INFO: eta: 8:55:36 iter: 335739 total_loss: 5.234 loss_ce: 0.2279 loss_bbox: 0.1729 loss_giou: 0.307 loss_ce_0: 0.4636 loss_bbox_0: 0.2939 loss_giou_0: 0.4849 loss_ce_1: 0.3425 loss_bbox_1: 0.2003 loss_giou_1: 0.3618 loss_ce_2: 0.2721 loss_bbox_2: 0.18 loss_giou_2: 0.3241 loss_ce_3: 0.251 loss_bbox_3: 0.1749 loss_giou_3: 0.3156 loss_ce_4: 0.2392 loss_bbox_4: 0.1776 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:46] d2.utils.events INFO: eta: 8:55:23 iter: 335759 total_loss: 5.047 loss_ce: 0.2443 loss_bbox: 0.1569 loss_giou: 0.3054 loss_ce_0: 0.4694 loss_bbox_0: 0.2788 loss_giou_0: 0.4877 loss_ce_1: 0.3625 loss_bbox_1: 0.1909 loss_giou_1: 0.3588 loss_ce_2: 0.296 loss_bbox_2: 0.1708 loss_giou_2: 0.3255 loss_ce_3: 0.2658 loss_bbox_3: 0.1626 loss_giou_3: 0.309 loss_ce_4: 0.2452 loss_bbox_4: 0.159 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:52] d2.utils.events INFO: eta: 8:55:10 iter: 335779 total_loss: 5.42 loss_ce: 0.2471 loss_bbox: 0.1724 loss_giou: 0.3113 loss_ce_0: 0.4784 loss_bbox_0: 0.3091 loss_giou_0: 0.4786 loss_ce_1: 0.3732 loss_bbox_1: 0.2064 loss_giou_1: 0.3544 loss_ce_2: 0.3064 loss_bbox_2: 0.1851 loss_giou_2: 0.3343 loss_ce_3: 0.27 loss_bbox_3: 0.1793 loss_giou_3: 0.3219 loss_ce_4: 0.2486 loss_bbox_4: 0.1751 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 16:36:58] d2.utils.events INFO: eta: 8:55:06 iter: 335799 total_loss: 5.333 loss_ce: 0.259 loss_bbox: 0.1564 loss_giou: 0.3209 loss_ce_0: 0.4681 loss_bbox_0: 0.2846 loss_giou_0: 0.5115 loss_ce_1: 0.3649 loss_bbox_1: 0.2025 loss_giou_1: 0.3796 loss_ce_2: 0.3131 loss_bbox_2: 0.1767 loss_giou_2: 0.3476 loss_ce_3: 0.283 loss_bbox_3: 0.168 loss_giou_3: 0.3343 loss_ce_4: 0.2587 loss_bbox_4: 0.1632 loss_giou_4: 0.3252 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:03] d2.utils.events INFO: eta: 8:55:01 iter: 335819 total_loss: 5.254 loss_ce: 0.2504 loss_bbox: 0.1681 loss_giou: 0.3261 loss_ce_0: 0.4531 loss_bbox_0: 0.2821 loss_giou_0: 0.4849 loss_ce_1: 0.3594 loss_bbox_1: 0.203 loss_giou_1: 0.3662 loss_ce_2: 0.3003 loss_bbox_2: 0.179 loss_giou_2: 0.3373 loss_ce_3: 0.258 loss_bbox_3: 0.1751 loss_giou_3: 0.3294 loss_ce_4: 0.2495 loss_bbox_4: 0.1743 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:09] d2.utils.events INFO: eta: 8:55:07 iter: 335839 total_loss: 5.006 loss_ce: 0.2419 loss_bbox: 0.1586 loss_giou: 0.3268 loss_ce_0: 0.4631 loss_bbox_0: 0.2702 loss_giou_0: 0.5046 loss_ce_1: 0.3514 loss_bbox_1: 0.1823 loss_giou_1: 0.3684 loss_ce_2: 0.2899 loss_bbox_2: 0.1679 loss_giou_2: 0.3425 loss_ce_3: 0.2606 loss_bbox_3: 0.1624 loss_giou_3: 0.3341 loss_ce_4: 0.2483 loss_bbox_4: 0.1598 loss_giou_4: 0.3276 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:15] d2.utils.events INFO: eta: 8:54:55 iter: 335859 total_loss: 5.365 loss_ce: 0.2515 loss_bbox: 0.1756 loss_giou: 0.3396 loss_ce_0: 0.4796 loss_bbox_0: 0.2899 loss_giou_0: 0.5347 loss_ce_1: 0.3542 loss_bbox_1: 0.1953 loss_giou_1: 0.3849 loss_ce_2: 0.3001 loss_bbox_2: 0.1833 loss_giou_2: 0.352 loss_ce_3: 0.2631 loss_bbox_3: 0.1701 loss_giou_3: 0.337 loss_ce_4: 0.262 loss_bbox_4: 0.1695 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:20] d2.utils.events INFO: eta: 8:54:42 iter: 335879 total_loss: 5.269 loss_ce: 0.2441 loss_bbox: 0.168 loss_giou: 0.3223 loss_ce_0: 0.4668 loss_bbox_0: 0.2974 loss_giou_0: 0.5057 loss_ce_1: 0.3468 loss_bbox_1: 0.1989 loss_giou_1: 0.3623 loss_ce_2: 0.2834 loss_bbox_2: 0.1828 loss_giou_2: 0.3416 loss_ce_3: 0.2537 loss_bbox_3: 0.1765 loss_giou_3: 0.3324 loss_ce_4: 0.2453 loss_bbox_4: 0.1715 loss_giou_4: 0.3307 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:26] d2.utils.events INFO: eta: 8:54:33 iter: 335899 total_loss: 5.62 loss_ce: 0.2746 loss_bbox: 0.1753 loss_giou: 0.3339 loss_ce_0: 0.4924 loss_bbox_0: 0.2917 loss_giou_0: 0.491 loss_ce_1: 0.3831 loss_bbox_1: 0.2155 loss_giou_1: 0.3864 loss_ce_2: 0.3256 loss_bbox_2: 0.1946 loss_giou_2: 0.3529 loss_ce_3: 0.2908 loss_bbox_3: 0.1813 loss_giou_3: 0.3425 loss_ce_4: 0.28 loss_bbox_4: 0.1854 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:32] d2.utils.events INFO: eta: 8:54:26 iter: 335919 total_loss: 5.254 loss_ce: 0.2627 loss_bbox: 0.1663 loss_giou: 0.3224 loss_ce_0: 0.4715 loss_bbox_0: 0.282 loss_giou_0: 0.499 loss_ce_1: 0.3432 loss_bbox_1: 0.2007 loss_giou_1: 0.3724 loss_ce_2: 0.2969 loss_bbox_2: 0.1843 loss_giou_2: 0.3452 loss_ce_3: 0.2861 loss_bbox_3: 0.1662 loss_giou_3: 0.3362 loss_ce_4: 0.265 loss_bbox_4: 0.1653 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:37] d2.utils.events INFO: eta: 8:54:25 iter: 335939 total_loss: 5.119 loss_ce: 0.245 loss_bbox: 0.1711 loss_giou: 0.3083 loss_ce_0: 0.4685 loss_bbox_0: 0.272 loss_giou_0: 0.4795 loss_ce_1: 0.3475 loss_bbox_1: 0.1927 loss_giou_1: 0.3468 loss_ce_2: 0.3074 loss_bbox_2: 0.1716 loss_giou_2: 0.3233 loss_ce_3: 0.2688 loss_bbox_3: 0.1703 loss_giou_3: 0.3135 loss_ce_4: 0.2494 loss_bbox_4: 0.1742 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:43] d2.utils.events INFO: eta: 8:54:13 iter: 335959 total_loss: 5.528 loss_ce: 0.2494 loss_bbox: 0.1771 loss_giou: 0.3497 loss_ce_0: 0.4948 loss_bbox_0: 0.293 loss_giou_0: 0.5543 loss_ce_1: 0.3624 loss_bbox_1: 0.2095 loss_giou_1: 0.3973 loss_ce_2: 0.3047 loss_bbox_2: 0.1925 loss_giou_2: 0.3639 loss_ce_3: 0.2665 loss_bbox_3: 0.1847 loss_giou_3: 0.3564 loss_ce_4: 0.2662 loss_bbox_4: 0.1779 loss_giou_4: 0.3482 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:49] d2.utils.events INFO: eta: 8:54:12 iter: 335979 total_loss: 5.553 loss_ce: 0.2637 loss_bbox: 0.1773 loss_giou: 0.332 loss_ce_0: 0.4793 loss_bbox_0: 0.2916 loss_giou_0: 0.5081 loss_ce_1: 0.3707 loss_bbox_1: 0.2135 loss_giou_1: 0.389 loss_ce_2: 0.3218 loss_bbox_2: 0.1826 loss_giou_2: 0.356 loss_ce_3: 0.2827 loss_bbox_3: 0.184 loss_giou_3: 0.3433 loss_ce_4: 0.2631 loss_bbox_4: 0.1781 loss_giou_4: 0.3375 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 16:37:55] d2.utils.events INFO: eta: 8:54:05 iter: 335999 total_loss: 5.217 loss_ce: 0.2499 loss_bbox: 0.1594 loss_giou: 0.2985 loss_ce_0: 0.4832 loss_bbox_0: 0.2868 loss_giou_0: 0.4801 loss_ce_1: 0.3665 loss_bbox_1: 0.1795 loss_giou_1: 0.3588 loss_ce_2: 0.3025 loss_bbox_2: 0.1681 loss_giou_2: 0.3246 loss_ce_3: 0.2691 loss_bbox_3: 0.1677 loss_giou_3: 0.3168 loss_ce_4: 0.2553 loss_bbox_4: 0.1604 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data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:12] d2.utils.events INFO: eta: 8:53:43 iter: 336059 total_loss: 5.265 loss_ce: 0.2604 loss_bbox: 0.1656 loss_giou: 0.3152 loss_ce_0: 0.462 loss_bbox_0: 0.289 loss_giou_0: 0.4921 loss_ce_1: 0.3699 loss_bbox_1: 0.1979 loss_giou_1: 0.3711 loss_ce_2: 0.3093 loss_bbox_2: 0.1788 loss_giou_2: 0.3342 loss_ce_3: 0.2705 loss_bbox_3: 0.1701 loss_giou_3: 0.3263 loss_ce_4: 0.2606 loss_bbox_4: 0.1717 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:17] d2.utils.events INFO: eta: 8:53:30 iter: 336079 total_loss: 5.529 loss_ce: 0.2626 loss_bbox: 0.1721 loss_giou: 0.3325 loss_ce_0: 0.4626 loss_bbox_0: 0.3011 loss_giou_0: 0.5118 loss_ce_1: 0.3634 loss_bbox_1: 0.2088 loss_giou_1: 0.3789 loss_ce_2: 0.3118 loss_bbox_2: 0.1877 loss_giou_2: 0.3504 loss_ce_3: 0.2784 loss_bbox_3: 0.1761 loss_giou_3: 0.3418 loss_ce_4: 0.2737 loss_bbox_4: 0.1751 loss_giou_4: 0.3395 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:23] d2.utils.events INFO: eta: 8:53:20 iter: 336099 total_loss: 5.323 loss_ce: 0.2486 loss_bbox: 0.1717 loss_giou: 0.3178 loss_ce_0: 0.4618 loss_bbox_0: 0.2995 loss_giou_0: 0.5028 loss_ce_1: 0.3545 loss_bbox_1: 0.2127 loss_giou_1: 0.3766 loss_ce_2: 0.2951 loss_bbox_2: 0.1876 loss_giou_2: 0.3437 loss_ce_3: 0.2692 loss_bbox_3: 0.1791 loss_giou_3: 0.329 loss_ce_4: 0.2501 loss_bbox_4: 0.1751 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:29] d2.utils.events INFO: eta: 8:53:18 iter: 336119 total_loss: 5.309 loss_ce: 0.2581 loss_bbox: 0.1655 loss_giou: 0.3185 loss_ce_0: 0.4819 loss_bbox_0: 0.2898 loss_giou_0: 0.4965 loss_ce_1: 0.3794 loss_bbox_1: 0.1975 loss_giou_1: 0.3615 loss_ce_2: 0.3143 loss_bbox_2: 0.1777 loss_giou_2: 0.3424 loss_ce_3: 0.2806 loss_bbox_3: 0.1747 loss_giou_3: 0.3164 loss_ce_4: 0.2694 loss_bbox_4: 0.1684 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:34] d2.utils.events INFO: eta: 8:52:57 iter: 336139 total_loss: 5.135 loss_ce: 0.2527 loss_bbox: 0.1674 loss_giou: 0.3079 loss_ce_0: 0.4667 loss_bbox_0: 0.294 loss_giou_0: 0.4638 loss_ce_1: 0.3678 loss_bbox_1: 0.1987 loss_giou_1: 0.3481 loss_ce_2: 0.2992 loss_bbox_2: 0.183 loss_giou_2: 0.3255 loss_ce_3: 0.2703 loss_bbox_3: 0.168 loss_giou_3: 0.3193 loss_ce_4: 0.2576 loss_bbox_4: 0.1661 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:40] d2.utils.events INFO: eta: 8:52:50 iter: 336159 total_loss: 5.431 loss_ce: 0.2568 loss_bbox: 0.1718 loss_giou: 0.313 loss_ce_0: 0.4748 loss_bbox_0: 0.2892 loss_giou_0: 0.4851 loss_ce_1: 0.3737 loss_bbox_1: 0.2032 loss_giou_1: 0.3573 loss_ce_2: 0.3231 loss_bbox_2: 0.1827 loss_giou_2: 0.3376 loss_ce_3: 0.2756 loss_bbox_3: 0.1784 loss_giou_3: 0.3277 loss_ce_4: 0.2567 loss_bbox_4: 0.1735 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:46] d2.utils.events INFO: eta: 8:52:45 iter: 336179 total_loss: 5.341 loss_ce: 0.2496 loss_bbox: 0.1701 loss_giou: 0.327 loss_ce_0: 0.4887 loss_bbox_0: 0.2842 loss_giou_0: 0.5162 loss_ce_1: 0.3671 loss_bbox_1: 0.1965 loss_giou_1: 0.378 loss_ce_2: 0.3204 loss_bbox_2: 0.178 loss_giou_2: 0.3405 loss_ce_3: 0.2742 loss_bbox_3: 0.1749 loss_giou_3: 0.3341 loss_ce_4: 0.2554 loss_bbox_4: 0.1718 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:51] d2.utils.events INFO: eta: 8:52:40 iter: 336199 total_loss: 5.349 loss_ce: 0.2531 loss_bbox: 0.1659 loss_giou: 0.3312 loss_ce_0: 0.477 loss_bbox_0: 0.2817 loss_giou_0: 0.511 loss_ce_1: 0.3728 loss_bbox_1: 0.1961 loss_giou_1: 0.3796 loss_ce_2: 0.3104 loss_bbox_2: 0.1776 loss_giou_2: 0.3544 loss_ce_3: 0.2728 loss_bbox_3: 0.1672 loss_giou_3: 0.3456 loss_ce_4: 0.2588 loss_bbox_4: 0.1661 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 16:38:57] d2.utils.events INFO: eta: 8:52:34 iter: 336219 total_loss: 5.216 loss_ce: 0.2448 loss_bbox: 0.1647 loss_giou: 0.3188 loss_ce_0: 0.47 loss_bbox_0: 0.2875 loss_giou_0: 0.4942 loss_ce_1: 0.3596 loss_bbox_1: 0.1951 loss_giou_1: 0.3654 loss_ce_2: 0.2902 loss_bbox_2: 0.1767 loss_giou_2: 0.3371 loss_ce_3: 0.2543 loss_bbox_3: 0.1718 loss_giou_3: 0.3305 loss_ce_4: 0.2525 loss_bbox_4: 0.1676 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:03] d2.utils.events INFO: eta: 8:52:28 iter: 336239 total_loss: 5.495 loss_ce: 0.2555 loss_bbox: 0.1821 loss_giou: 0.3318 loss_ce_0: 0.4785 loss_bbox_0: 0.301 loss_giou_0: 0.5052 loss_ce_1: 0.366 loss_bbox_1: 0.2137 loss_giou_1: 0.3807 loss_ce_2: 0.2947 loss_bbox_2: 0.196 loss_giou_2: 0.3575 loss_ce_3: 0.26 loss_bbox_3: 0.1843 loss_giou_3: 0.3456 loss_ce_4: 0.2526 loss_bbox_4: 0.1849 loss_giou_4: 0.3372 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:08] d2.utils.events INFO: eta: 8:52:23 iter: 336259 total_loss: 5.272 loss_ce: 0.2658 loss_bbox: 0.1691 loss_giou: 0.3115 loss_ce_0: 0.4805 loss_bbox_0: 0.2915 loss_giou_0: 0.4869 loss_ce_1: 0.3578 loss_bbox_1: 0.2067 loss_giou_1: 0.3539 loss_ce_2: 0.2979 loss_bbox_2: 0.1881 loss_giou_2: 0.3243 loss_ce_3: 0.2701 loss_bbox_3: 0.178 loss_giou_3: 0.3134 loss_ce_4: 0.2707 loss_bbox_4: 0.1738 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:14] d2.utils.events INFO: eta: 8:52:18 iter: 336279 total_loss: 5.351 loss_ce: 0.2458 loss_bbox: 0.1707 loss_giou: 0.3291 loss_ce_0: 0.4684 loss_bbox_0: 0.3001 loss_giou_0: 0.5078 loss_ce_1: 0.3465 loss_bbox_1: 0.209 loss_giou_1: 0.372 loss_ce_2: 0.2914 loss_bbox_2: 0.1869 loss_giou_2: 0.3399 loss_ce_3: 0.2652 loss_bbox_3: 0.1767 loss_giou_3: 0.3303 loss_ce_4: 0.2507 loss_bbox_4: 0.1736 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:20] d2.utils.events INFO: eta: 8:52:06 iter: 336299 total_loss: 5.284 loss_ce: 0.2472 loss_bbox: 0.1687 loss_giou: 0.3223 loss_ce_0: 0.4733 loss_bbox_0: 0.299 loss_giou_0: 0.4974 loss_ce_1: 0.3662 loss_bbox_1: 0.1971 loss_giou_1: 0.3709 loss_ce_2: 0.2989 loss_bbox_2: 0.1842 loss_giou_2: 0.3407 loss_ce_3: 0.2688 loss_bbox_3: 0.1784 loss_giou_3: 0.3331 loss_ce_4: 0.2515 loss_bbox_4: 0.1724 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0335 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:25] d2.utils.events INFO: eta: 8:51:59 iter: 336319 total_loss: 5.038 loss_ce: 0.223 loss_bbox: 0.1647 loss_giou: 0.3122 loss_ce_0: 0.463 loss_bbox_0: 0.2905 loss_giou_0: 0.4901 loss_ce_1: 0.3362 loss_bbox_1: 0.1904 loss_giou_1: 0.3493 loss_ce_2: 0.2683 loss_bbox_2: 0.1787 loss_giou_2: 0.3273 loss_ce_3: 0.2407 loss_bbox_3: 0.1707 loss_giou_3: 0.3214 loss_ce_4: 0.2236 loss_bbox_4: 0.1678 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0328 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:31] d2.utils.events INFO: eta: 8:51:55 iter: 336339 total_loss: 5.32 loss_ce: 0.2568 loss_bbox: 0.1603 loss_giou: 0.3178 loss_ce_0: 0.4756 loss_bbox_0: 0.2897 loss_giou_0: 0.509 loss_ce_1: 0.3564 loss_bbox_1: 0.1945 loss_giou_1: 0.3745 loss_ce_2: 0.3023 loss_bbox_2: 0.1802 loss_giou_2: 0.3359 loss_ce_3: 0.2661 loss_bbox_3: 0.1698 loss_giou_3: 0.3182 loss_ce_4: 0.2581 loss_bbox_4: 0.1639 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:37] d2.utils.events INFO: eta: 8:51:55 iter: 336359 total_loss: 5.307 loss_ce: 0.2614 loss_bbox: 0.1678 loss_giou: 0.3214 loss_ce_0: 0.4835 loss_bbox_0: 0.2997 loss_giou_0: 0.5203 loss_ce_1: 0.353 loss_bbox_1: 0.206 loss_giou_1: 0.3809 loss_ce_2: 0.3023 loss_bbox_2: 0.1867 loss_giou_2: 0.3445 loss_ce_3: 0.2728 loss_bbox_3: 0.1745 loss_giou_3: 0.3305 loss_ce_4: 0.2647 loss_bbox_4: 0.1706 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0332 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:42] d2.utils.events INFO: eta: 8:51:46 iter: 336379 total_loss: 5.287 loss_ce: 0.2409 loss_bbox: 0.1713 loss_giou: 0.3278 loss_ce_0: 0.4647 loss_bbox_0: 0.2902 loss_giou_0: 0.4842 loss_ce_1: 0.3577 loss_bbox_1: 0.1988 loss_giou_1: 0.3731 loss_ce_2: 0.296 loss_bbox_2: 0.1899 loss_giou_2: 0.3534 loss_ce_3: 0.2705 loss_bbox_3: 0.1766 loss_giou_3: 0.3458 loss_ce_4: 0.247 loss_bbox_4: 0.172 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:48] d2.utils.events INFO: eta: 8:51:44 iter: 336399 total_loss: 5.648 loss_ce: 0.2775 loss_bbox: 0.1788 loss_giou: 0.325 loss_ce_0: 0.4871 loss_bbox_0: 0.3093 loss_giou_0: 0.509 loss_ce_1: 0.3859 loss_bbox_1: 0.223 loss_giou_1: 0.3782 loss_ce_2: 0.3353 loss_bbox_2: 0.1988 loss_giou_2: 0.3472 loss_ce_3: 0.3046 loss_bbox_3: 0.1886 loss_giou_3: 0.3304 loss_ce_4: 0.2867 loss_bbox_4: 0.1831 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:54] d2.utils.events INFO: eta: 8:51:45 iter: 336419 total_loss: 5.648 loss_ce: 0.2573 loss_bbox: 0.1846 loss_giou: 0.341 loss_ce_0: 0.4854 loss_bbox_0: 0.312 loss_giou_0: 0.525 loss_ce_1: 0.3725 loss_bbox_1: 0.219 loss_giou_1: 0.3928 loss_ce_2: 0.3051 loss_bbox_2: 0.1971 loss_giou_2: 0.3565 loss_ce_3: 0.2737 loss_bbox_3: 0.1926 loss_giou_3: 0.3499 loss_ce_4: 0.2644 loss_bbox_4: 0.1866 loss_giou_4: 0.3483 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 16:39:59] d2.utils.events INFO: eta: 8:51:44 iter: 336439 total_loss: 5.26 loss_ce: 0.2505 loss_bbox: 0.1719 loss_giou: 0.3079 loss_ce_0: 0.4712 loss_bbox_0: 0.2926 loss_giou_0: 0.4946 loss_ce_1: 0.3648 loss_bbox_1: 0.2009 loss_giou_1: 0.3693 loss_ce_2: 0.2919 loss_bbox_2: 0.1825 loss_giou_2: 0.3351 loss_ce_3: 0.2596 loss_bbox_3: 0.179 loss_giou_3: 0.3214 loss_ce_4: 0.2522 loss_bbox_4: 0.1703 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:05] d2.utils.events INFO: eta: 8:51:42 iter: 336459 total_loss: 5.289 loss_ce: 0.2651 loss_bbox: 0.1751 loss_giou: 0.3038 loss_ce_0: 0.4858 loss_bbox_0: 0.2909 loss_giou_0: 0.4714 loss_ce_1: 0.3616 loss_bbox_1: 0.2064 loss_giou_1: 0.3535 loss_ce_2: 0.3064 loss_bbox_2: 0.1927 loss_giou_2: 0.3244 loss_ce_3: 0.2818 loss_bbox_3: 0.1821 loss_giou_3: 0.3139 loss_ce_4: 0.2723 loss_bbox_4: 0.174 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:11] d2.utils.events INFO: eta: 8:51:38 iter: 336479 total_loss: 5.119 loss_ce: 0.2478 loss_bbox: 0.1674 loss_giou: 0.2957 loss_ce_0: 0.486 loss_bbox_0: 0.3006 loss_giou_0: 0.4813 loss_ce_1: 0.3693 loss_bbox_1: 0.203 loss_giou_1: 0.3454 loss_ce_2: 0.2984 loss_bbox_2: 0.175 loss_giou_2: 0.3116 loss_ce_3: 0.2686 loss_bbox_3: 0.1754 loss_giou_3: 0.3008 loss_ce_4: 0.2443 loss_bbox_4: 0.17 loss_giou_4: 0.2958 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:16] d2.utils.events INFO: eta: 8:51:19 iter: 336499 total_loss: 5.222 loss_ce: 0.2649 loss_bbox: 0.165 loss_giou: 0.3169 loss_ce_0: 0.4747 loss_bbox_0: 0.293 loss_giou_0: 0.5111 loss_ce_1: 0.3687 loss_bbox_1: 0.1971 loss_giou_1: 0.3706 loss_ce_2: 0.295 loss_bbox_2: 0.176 loss_giou_2: 0.3375 loss_ce_3: 0.2667 loss_bbox_3: 0.1727 loss_giou_3: 0.3261 loss_ce_4: 0.2675 loss_bbox_4: 0.1675 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:22] d2.utils.events INFO: eta: 8:51:10 iter: 336519 total_loss: 5.237 loss_ce: 0.2365 loss_bbox: 0.1687 loss_giou: 0.325 loss_ce_0: 0.4651 loss_bbox_0: 0.2932 loss_giou_0: 0.5001 loss_ce_1: 0.3507 loss_bbox_1: 0.2053 loss_giou_1: 0.3656 loss_ce_2: 0.2887 loss_bbox_2: 0.1781 loss_giou_2: 0.3467 loss_ce_3: 0.2494 loss_bbox_3: 0.1689 loss_giou_3: 0.3371 loss_ce_4: 0.2355 loss_bbox_4: 0.1696 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:28] d2.utils.events INFO: eta: 8:50:56 iter: 336539 total_loss: 5.298 loss_ce: 0.2438 loss_bbox: 0.1608 loss_giou: 0.3366 loss_ce_0: 0.4626 loss_bbox_0: 0.2939 loss_giou_0: 0.5077 loss_ce_1: 0.3461 loss_bbox_1: 0.1914 loss_giou_1: 0.3766 loss_ce_2: 0.2858 loss_bbox_2: 0.1777 loss_giou_2: 0.3474 loss_ce_3: 0.2645 loss_bbox_3: 0.1711 loss_giou_3: 0.3432 loss_ce_4: 0.2477 loss_bbox_4: 0.1643 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:33] d2.utils.events INFO: eta: 8:50:49 iter: 336559 total_loss: 5.755 loss_ce: 0.2857 loss_bbox: 0.1923 loss_giou: 0.3407 loss_ce_0: 0.4776 loss_bbox_0: 0.3094 loss_giou_0: 0.5176 loss_ce_1: 0.3641 loss_bbox_1: 0.2253 loss_giou_1: 0.3893 loss_ce_2: 0.3198 loss_bbox_2: 0.2068 loss_giou_2: 0.3564 loss_ce_3: 0.3017 loss_bbox_3: 0.2008 loss_giou_3: 0.3476 loss_ce_4: 0.2834 loss_bbox_4: 0.1982 loss_giou_4: 0.3465 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:39] d2.utils.events INFO: eta: 8:50:41 iter: 336579 total_loss: 5.167 loss_ce: 0.2398 loss_bbox: 0.1644 loss_giou: 0.3134 loss_ce_0: 0.4639 loss_bbox_0: 0.2927 loss_giou_0: 0.4833 loss_ce_1: 0.3557 loss_bbox_1: 0.2037 loss_giou_1: 0.3589 loss_ce_2: 0.2897 loss_bbox_2: 0.1759 loss_giou_2: 0.3306 loss_ce_3: 0.2568 loss_bbox_3: 0.1736 loss_giou_3: 0.3223 loss_ce_4: 0.2467 loss_bbox_4: 0.1662 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:45] d2.utils.events INFO: eta: 8:50:32 iter: 336599 total_loss: 5.538 loss_ce: 0.2508 loss_bbox: 0.1834 loss_giou: 0.3368 loss_ce_0: 0.4803 loss_bbox_0: 0.3064 loss_giou_0: 0.5015 loss_ce_1: 0.3637 loss_bbox_1: 0.2176 loss_giou_1: 0.3728 loss_ce_2: 0.3056 loss_bbox_2: 0.1983 loss_giou_2: 0.346 loss_ce_3: 0.2728 loss_bbox_3: 0.1875 loss_giou_3: 0.3428 loss_ce_4: 0.2517 loss_bbox_4: 0.1891 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:50] d2.utils.events INFO: eta: 8:50:22 iter: 336619 total_loss: 5.465 loss_ce: 0.2608 loss_bbox: 0.1677 loss_giou: 0.3321 loss_ce_0: 0.4882 loss_bbox_0: 0.2854 loss_giou_0: 0.4982 loss_ce_1: 0.38 loss_bbox_1: 0.1957 loss_giou_1: 0.3673 loss_ce_2: 0.3138 loss_bbox_2: 0.1822 loss_giou_2: 0.3472 loss_ce_3: 0.2745 loss_bbox_3: 0.1705 loss_giou_3: 0.3393 loss_ce_4: 0.2657 loss_bbox_4: 0.1693 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 16:40:56] d2.utils.events INFO: eta: 8:50:20 iter: 336639 total_loss: 5.257 loss_ce: 0.234 loss_bbox: 0.1761 loss_giou: 0.3247 loss_ce_0: 0.4735 loss_bbox_0: 0.306 loss_giou_0: 0.5003 loss_ce_1: 0.3542 loss_bbox_1: 0.2018 loss_giou_1: 0.3717 loss_ce_2: 0.2925 loss_bbox_2: 0.1864 loss_giou_2: 0.3458 loss_ce_3: 0.2538 loss_bbox_3: 0.1812 loss_giou_3: 0.3385 loss_ce_4: 0.2412 loss_bbox_4: 0.1801 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:02] d2.utils.events INFO: eta: 8:50:21 iter: 336659 total_loss: 5.188 loss_ce: 0.2258 loss_bbox: 0.1745 loss_giou: 0.2996 loss_ce_0: 0.4577 loss_bbox_0: 0.292 loss_giou_0: 0.4788 loss_ce_1: 0.3436 loss_bbox_1: 0.2148 loss_giou_1: 0.3512 loss_ce_2: 0.2839 loss_bbox_2: 0.1883 loss_giou_2: 0.3203 loss_ce_3: 0.2476 loss_bbox_3: 0.1808 loss_giou_3: 0.31 loss_ce_4: 0.2344 loss_bbox_4: 0.1792 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:07] d2.utils.events INFO: eta: 8:50:14 iter: 336679 total_loss: 4.982 loss_ce: 0.2431 loss_bbox: 0.164 loss_giou: 0.2994 loss_ce_0: 0.4798 loss_bbox_0: 0.2872 loss_giou_0: 0.4779 loss_ce_1: 0.3488 loss_bbox_1: 0.1926 loss_giou_1: 0.3302 loss_ce_2: 0.2891 loss_bbox_2: 0.1749 loss_giou_2: 0.3163 loss_ce_3: 0.2558 loss_bbox_3: 0.1653 loss_giou_3: 0.304 loss_ce_4: 0.2489 loss_bbox_4: 0.1658 loss_giou_4: 0.3002 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:13] d2.utils.events INFO: eta: 8:50:13 iter: 336699 total_loss: 5.38 loss_ce: 0.2581 loss_bbox: 0.1817 loss_giou: 0.3022 loss_ce_0: 0.4643 loss_bbox_0: 0.3038 loss_giou_0: 0.4849 loss_ce_1: 0.3693 loss_bbox_1: 0.216 loss_giou_1: 0.3629 loss_ce_2: 0.3142 loss_bbox_2: 0.1973 loss_giou_2: 0.3366 loss_ce_3: 0.2702 loss_bbox_3: 0.1892 loss_giou_3: 0.3201 loss_ce_4: 0.2671 loss_bbox_4: 0.1829 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:19] d2.utils.events INFO: eta: 8:50:05 iter: 336719 total_loss: 5.37 loss_ce: 0.2391 loss_bbox: 0.18 loss_giou: 0.337 loss_ce_0: 0.4799 loss_bbox_0: 0.2845 loss_giou_0: 0.5086 loss_ce_1: 0.3583 loss_bbox_1: 0.2062 loss_giou_1: 0.3865 loss_ce_2: 0.289 loss_bbox_2: 0.1898 loss_giou_2: 0.3582 loss_ce_3: 0.2529 loss_bbox_3: 0.1846 loss_giou_3: 0.3521 loss_ce_4: 0.2484 loss_bbox_4: 0.1825 loss_giou_4: 0.34 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:25] d2.utils.events INFO: eta: 8:49:57 iter: 336739 total_loss: 5.242 loss_ce: 0.2497 loss_bbox: 0.1748 loss_giou: 0.3106 loss_ce_0: 0.4761 loss_bbox_0: 0.2868 loss_giou_0: 0.4654 loss_ce_1: 0.3545 loss_bbox_1: 0.2026 loss_giou_1: 0.3478 loss_ce_2: 0.3045 loss_bbox_2: 0.1837 loss_giou_2: 0.3229 loss_ce_3: 0.2803 loss_bbox_3: 0.1782 loss_giou_3: 0.3129 loss_ce_4: 0.2603 loss_bbox_4: 0.1735 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:30] d2.utils.events INFO: eta: 8:50:01 iter: 336759 total_loss: 5.393 loss_ce: 0.2452 loss_bbox: 0.1704 loss_giou: 0.3196 loss_ce_0: 0.4673 loss_bbox_0: 0.2893 loss_giou_0: 0.5066 loss_ce_1: 0.3627 loss_bbox_1: 0.2047 loss_giou_1: 0.3797 loss_ce_2: 0.2958 loss_bbox_2: 0.1842 loss_giou_2: 0.3469 loss_ce_3: 0.2689 loss_bbox_3: 0.1765 loss_giou_3: 0.3326 loss_ce_4: 0.2482 loss_bbox_4: 0.1711 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:36] d2.utils.events INFO: eta: 8:49:54 iter: 336779 total_loss: 5.007 loss_ce: 0.2314 loss_bbox: 0.1714 loss_giou: 0.2987 loss_ce_0: 0.4692 loss_bbox_0: 0.2923 loss_giou_0: 0.4769 loss_ce_1: 0.355 loss_bbox_1: 0.1971 loss_giou_1: 0.3434 loss_ce_2: 0.2809 loss_bbox_2: 0.1811 loss_giou_2: 0.3199 loss_ce_3: 0.2531 loss_bbox_3: 0.1735 loss_giou_3: 0.3099 loss_ce_4: 0.2387 loss_bbox_4: 0.1726 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:42] d2.utils.events INFO: eta: 8:49:48 iter: 336799 total_loss: 5.417 loss_ce: 0.2522 loss_bbox: 0.1767 loss_giou: 0.3217 loss_ce_0: 0.4808 loss_bbox_0: 0.2897 loss_giou_0: 0.5106 loss_ce_1: 0.3767 loss_bbox_1: 0.2048 loss_giou_1: 0.3766 loss_ce_2: 0.3145 loss_bbox_2: 0.184 loss_giou_2: 0.3468 loss_ce_3: 0.2646 loss_bbox_3: 0.1796 loss_giou_3: 0.3317 loss_ce_4: 0.2542 loss_bbox_4: 0.1762 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:47] d2.utils.events INFO: eta: 8:49:49 iter: 336819 total_loss: 5.361 loss_ce: 0.2504 loss_bbox: 0.1808 loss_giou: 0.3105 loss_ce_0: 0.4693 loss_bbox_0: 0.305 loss_giou_0: 0.4741 loss_ce_1: 0.3648 loss_bbox_1: 0.2055 loss_giou_1: 0.3491 loss_ce_2: 0.304 loss_bbox_2: 0.1893 loss_giou_2: 0.3218 loss_ce_3: 0.2725 loss_bbox_3: 0.1843 loss_giou_3: 0.3148 loss_ce_4: 0.2548 loss_bbox_4: 0.1821 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:53] d2.utils.events INFO: eta: 8:49:30 iter: 336839 total_loss: 5.216 loss_ce: 0.2301 loss_bbox: 0.1709 loss_giou: 0.3198 loss_ce_0: 0.4416 loss_bbox_0: 0.2822 loss_giou_0: 0.4683 loss_ce_1: 0.3368 loss_bbox_1: 0.1987 loss_giou_1: 0.3656 loss_ce_2: 0.2767 loss_bbox_2: 0.1884 loss_giou_2: 0.3389 loss_ce_3: 0.2447 loss_bbox_3: 0.1766 loss_giou_3: 0.327 loss_ce_4: 0.2308 loss_bbox_4: 0.1733 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:41:59] d2.utils.events INFO: eta: 8:49:25 iter: 336859 total_loss: 5.234 loss_ce: 0.2463 loss_bbox: 0.166 loss_giou: 0.3192 loss_ce_0: 0.4633 loss_bbox_0: 0.2898 loss_giou_0: 0.4916 loss_ce_1: 0.3595 loss_bbox_1: 0.2032 loss_giou_1: 0.3713 loss_ce_2: 0.2949 loss_bbox_2: 0.1895 loss_giou_2: 0.3487 loss_ce_3: 0.2653 loss_bbox_3: 0.1759 loss_giou_3: 0.3363 loss_ce_4: 0.2463 loss_bbox_4: 0.1707 loss_giou_4: 0.3299 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:04] d2.utils.events INFO: eta: 8:49:21 iter: 336879 total_loss: 5.255 loss_ce: 0.2536 loss_bbox: 0.1569 loss_giou: 0.3284 loss_ce_0: 0.4593 loss_bbox_0: 0.2871 loss_giou_0: 0.5241 loss_ce_1: 0.3504 loss_bbox_1: 0.1902 loss_giou_1: 0.3748 loss_ce_2: 0.2889 loss_bbox_2: 0.1686 loss_giou_2: 0.3522 loss_ce_3: 0.2613 loss_bbox_3: 0.1648 loss_giou_3: 0.3365 loss_ce_4: 0.2536 loss_bbox_4: 0.1619 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:10] d2.utils.events INFO: eta: 8:49:22 iter: 336899 total_loss: 5.416 loss_ce: 0.2564 loss_bbox: 0.1737 loss_giou: 0.3157 loss_ce_0: 0.4676 loss_bbox_0: 0.2964 loss_giou_0: 0.4979 loss_ce_1: 0.3582 loss_bbox_1: 0.1998 loss_giou_1: 0.3636 loss_ce_2: 0.31 loss_bbox_2: 0.1857 loss_giou_2: 0.3361 loss_ce_3: 0.2749 loss_bbox_3: 0.1811 loss_giou_3: 0.328 loss_ce_4: 0.2583 loss_bbox_4: 0.1785 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:16] d2.utils.events INFO: eta: 8:49:33 iter: 336919 total_loss: 5.177 loss_ce: 0.2483 loss_bbox: 0.1768 loss_giou: 0.3104 loss_ce_0: 0.4587 loss_bbox_0: 0.2937 loss_giou_0: 0.4771 loss_ce_1: 0.3528 loss_bbox_1: 0.2087 loss_giou_1: 0.3557 loss_ce_2: 0.3017 loss_bbox_2: 0.1867 loss_giou_2: 0.3267 loss_ce_3: 0.2639 loss_bbox_3: 0.1788 loss_giou_3: 0.3158 loss_ce_4: 0.2483 loss_bbox_4: 0.1771 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:22] d2.utils.events INFO: eta: 8:49:23 iter: 336939 total_loss: 5.471 loss_ce: 0.262 loss_bbox: 0.1851 loss_giou: 0.3516 loss_ce_0: 0.4896 loss_bbox_0: 0.2941 loss_giou_0: 0.5354 loss_ce_1: 0.3766 loss_bbox_1: 0.2097 loss_giou_1: 0.4058 loss_ce_2: 0.3161 loss_bbox_2: 0.1975 loss_giou_2: 0.3718 loss_ce_3: 0.289 loss_bbox_3: 0.1881 loss_giou_3: 0.3618 loss_ce_4: 0.2694 loss_bbox_4: 0.1893 loss_giou_4: 0.3553 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:27] d2.utils.events INFO: eta: 8:49:26 iter: 336959 total_loss: 5.545 loss_ce: 0.2521 loss_bbox: 0.1647 loss_giou: 0.348 loss_ce_0: 0.4873 loss_bbox_0: 0.3082 loss_giou_0: 0.5379 loss_ce_1: 0.3632 loss_bbox_1: 0.2065 loss_giou_1: 0.4075 loss_ce_2: 0.3021 loss_bbox_2: 0.1776 loss_giou_2: 0.3713 loss_ce_3: 0.2667 loss_bbox_3: 0.1716 loss_giou_3: 0.3593 loss_ce_4: 0.2613 loss_bbox_4: 0.1667 loss_giou_4: 0.3509 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:33] d2.utils.events INFO: eta: 8:49:18 iter: 336979 total_loss: 5.346 loss_ce: 0.2466 loss_bbox: 0.1807 loss_giou: 0.3135 loss_ce_0: 0.5021 loss_bbox_0: 0.3068 loss_giou_0: 0.5053 loss_ce_1: 0.3845 loss_bbox_1: 0.2191 loss_giou_1: 0.3683 loss_ce_2: 0.3219 loss_bbox_2: 0.1973 loss_giou_2: 0.332 loss_ce_3: 0.2741 loss_bbox_3: 0.1895 loss_giou_3: 0.3239 loss_ce_4: 0.2527 loss_bbox_4: 0.1876 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:39] d2.utils.events INFO: eta: 8:49:15 iter: 336999 total_loss: 5.083 loss_ce: 0.2412 loss_bbox: 0.1735 loss_giou: 0.3198 loss_ce_0: 0.4732 loss_bbox_0: 0.2979 loss_giou_0: 0.5006 loss_ce_1: 0.3441 loss_bbox_1: 0.1993 loss_giou_1: 0.3731 loss_ce_2: 0.2984 loss_bbox_2: 0.1865 loss_giou_2: 0.3402 loss_ce_3: 0.2593 loss_bbox_3: 0.1838 loss_giou_3: 0.3308 loss_ce_4: 0.2456 loss_bbox_4: 0.1757 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:44] d2.utils.events INFO: eta: 8:49:10 iter: 337019 total_loss: 5.24 loss_ce: 0.2366 loss_bbox: 0.1612 loss_giou: 0.3063 loss_ce_0: 0.4765 loss_bbox_0: 0.2881 loss_giou_0: 0.4931 loss_ce_1: 0.3642 loss_bbox_1: 0.2013 loss_giou_1: 0.3483 loss_ce_2: 0.2949 loss_bbox_2: 0.1747 loss_giou_2: 0.3221 loss_ce_3: 0.2549 loss_bbox_3: 0.166 loss_giou_3: 0.3124 loss_ce_4: 0.239 loss_bbox_4: 0.1637 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:50] d2.utils.events INFO: eta: 8:49:14 iter: 337039 total_loss: 5.041 loss_ce: 0.2385 loss_bbox: 0.1688 loss_giou: 0.2889 loss_ce_0: 0.4601 loss_bbox_0: 0.2847 loss_giou_0: 0.4529 loss_ce_1: 0.3423 loss_bbox_1: 0.1949 loss_giou_1: 0.3395 loss_ce_2: 0.2917 loss_bbox_2: 0.1766 loss_giou_2: 0.3021 loss_ce_3: 0.2578 loss_bbox_3: 0.1744 loss_giou_3: 0.2973 loss_ce_4: 0.242 loss_bbox_4: 0.1729 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 16:42:56] d2.utils.events INFO: eta: 8:49:16 iter: 337059 total_loss: 5.08 loss_ce: 0.2163 loss_bbox: 0.1608 loss_giou: 0.3107 loss_ce_0: 0.447 loss_bbox_0: 0.2922 loss_giou_0: 0.4799 loss_ce_1: 0.3335 loss_bbox_1: 0.1931 loss_giou_1: 0.3581 loss_ce_2: 0.2702 loss_bbox_2: 0.1714 loss_giou_2: 0.326 loss_ce_3: 0.237 loss_bbox_3: 0.1624 loss_giou_3: 0.3188 loss_ce_4: 0.2143 loss_bbox_4: 0.1595 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 16:43:01] d2.utils.events INFO: eta: 8:49:12 iter: 337079 total_loss: 5.235 loss_ce: 0.2611 loss_bbox: 0.1667 loss_giou: 0.307 loss_ce_0: 0.4932 loss_bbox_0: 0.3077 loss_giou_0: 0.4743 loss_ce_1: 0.3835 loss_bbox_1: 0.2147 loss_giou_1: 0.3603 loss_ce_2: 0.3105 loss_bbox_2: 0.1881 loss_giou_2: 0.3246 loss_ce_3: 0.2801 loss_bbox_3: 0.1778 loss_giou_3: 0.3151 loss_ce_4: 0.2636 loss_bbox_4: 0.1697 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 16:43:07] d2.utils.events INFO: eta: 8:49:08 iter: 337099 total_loss: 5.451 loss_ce: 0.2571 loss_bbox: 0.1767 loss_giou: 0.3359 loss_ce_0: 0.4646 loss_bbox_0: 0.2868 loss_giou_0: 0.5161 loss_ce_1: 0.3555 loss_bbox_1: 0.206 loss_giou_1: 0.377 loss_ce_2: 0.2857 loss_bbox_2: 0.1923 loss_giou_2: 0.3612 loss_ce_3: 0.268 loss_bbox_3: 0.1822 loss_giou_3: 0.3497 loss_ce_4: 0.2552 loss_bbox_4: 0.1778 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 16:43:13] d2.utils.events INFO: eta: 8:48:59 iter: 337119 total_loss: 5.28 loss_ce: 0.2513 loss_bbox: 0.1675 loss_giou: 0.3442 loss_ce_0: 0.463 loss_bbox_0: 0.2913 loss_giou_0: 0.5017 loss_ce_1: 0.3545 loss_bbox_1: 0.1984 loss_giou_1: 0.382 loss_ce_2: 0.2943 loss_bbox_2: 0.1818 loss_giou_2: 0.3642 loss_ce_3: 0.2683 loss_bbox_3: 0.1772 loss_giou_3: 0.3561 loss_ce_4: 0.254 loss_bbox_4: 0.1706 loss_giou_4: 0.3497 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 16:43:18] d2.utils.events INFO: eta: 8:48:54 iter: 337139 total_loss: 5.588 loss_ce: 0.2696 loss_bbox: 0.1768 loss_giou: 0.342 loss_ce_0: 0.4913 loss_bbox_0: 0.2959 loss_giou_0: 0.5107 loss_ce_1: 0.3893 loss_bbox_1: 0.2106 loss_giou_1: 0.3784 loss_ce_2: 0.3231 loss_bbox_2: 0.1892 loss_giou_2: 0.3615 loss_ce_3: 0.2902 loss_bbox_3: 0.1875 loss_giou_3: 0.3512 loss_ce_4: 0.2805 loss_bbox_4: 0.1824 loss_giou_4: 0.3441 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:43:24] d2.utils.events INFO: eta: 8:48:50 iter: 337159 total_loss: 5.123 loss_ce: 0.2276 loss_bbox: 0.1772 loss_giou: 0.31 loss_ce_0: 0.4718 loss_bbox_0: 0.2962 loss_giou_0: 0.4727 loss_ce_1: 0.3576 loss_bbox_1: 0.2062 loss_giou_1: 0.3459 loss_ce_2: 0.2853 loss_bbox_2: 0.1873 loss_giou_2: 0.3176 loss_ce_3: 0.2509 loss_bbox_3: 0.1812 loss_giou_3: 0.3118 loss_ce_4: 0.2323 loss_bbox_4: 0.1752 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 16:43:30] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 16:43:31] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 16:43:31] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 16:43:31] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 16:43:31] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 16:43:31] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 16:43:38] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0007 s/iter. Inference: 0.0383 s/iter. Eval: 0.0003 s/iter. Total: 0.0393 s/iter. ETA=0:00:24 [11/03 16:43:43] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0027 s/iter. Inference: 0.0483 s/iter. Eval: 0.0003 s/iter. Total: 0.0514 s/iter. ETA=0:00:26 [11/03 16:43:48] d2.evaluation.evaluator INFO: Inference done 205/625. Dataloading: 0.0027 s/iter. Inference: 0.0482 s/iter. Eval: 0.0003 s/iter. Total: 0.0513 s/iter. ETA=0:00:21 [11/03 16:43:53] d2.evaluation.evaluator INFO: Inference done 304/625. Dataloading: 0.0028 s/iter. Inference: 0.0480 s/iter. Eval: 0.0003 s/iter. Total: 0.0511 s/iter. ETA=0:00:16 [11/03 16:43:58] d2.evaluation.evaluator INFO: Inference done 397/625. Dataloading: 0.0027 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0518 s/iter. ETA=0:00:11 [11/03 16:44:03] d2.evaluation.evaluator INFO: Inference done 492/625. Dataloading: 0.0027 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:06 [11/03 16:44:08] d2.evaluation.evaluator INFO: Inference done 593/625. Dataloading: 0.0026 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:01 [11/03 16:44:10] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.378249 (0.052223 s / iter per device, on 8 devices) [11/03 16:44:10] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048628 s / iter per device, on 8 devices) [11/03 16:44:20] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 16:44:20] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 16:44:22] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 16:44:27] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 16:44:41] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.85 seconds. [11/03 16:44:41] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 16:44:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.59 seconds. [11/03 16:44:43] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.670 | 61.760 | 45.714 | 25.236 | 45.315 | 57.625 | [11/03 16:44:43] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.487 | bicycle | 29.819 | car | 43.747 | | motorcycle | 42.561 | airplane | 66.877 | bus | 66.388 | | train | 64.391 | truck | 34.475 | boat | 26.401 | | traffic light | 28.563 | fire hydrant | 68.081 | stop sign | 67.104 | | parking meter | 43.233 | bench | 25.001 | bird | 38.216 | | cat | 72.679 | dog | 64.043 | horse | 59.842 | | sheep | 50.246 | cow | 58.808 | elephant | 63.066 | | bear | 71.992 | zebra | 66.768 | giraffe | 65.308 | | backpack | 16.828 | umbrella | 38.277 | handbag | 15.683 | | tie | 32.622 | suitcase | 39.819 | frisbee | 67.853 | | skis | 25.557 | snowboard | 42.796 | sports ball | 47.585 | | kite | 45.907 | baseball bat | 31.241 | baseball glove | 39.465 | | skateboard | 55.535 | surfboard | 39.646 | tennis racket | 49.401 | | bottle | 37.666 | wine glass | 35.230 | cup | 41.082 | | fork | 34.605 | knife | 16.971 | spoon | 16.138 | | bowl | 43.576 | banana | 24.303 | apple | 18.356 | | sandwich | 38.389 | orange | 31.676 | broccoli | 21.935 | | carrot | 22.937 | hot dog | 34.370 | pizza | 51.856 | | donut | 45.641 | cake | 31.980 | chair | 25.766 | | couch | 48.229 | potted plant | 25.933 | bed | 49.071 | | dining table | 28.188 | toilet | 60.601 | tv | 58.325 | | laptop | 61.347 | mouse | 62.234 | remote | 33.022 | | keyboard | 50.435 | cell phone | 36.273 | microwave | 62.892 | | oven | 38.298 | toaster | 38.506 | sink | 37.700 | | refrigerator | 60.540 | book | 13.347 | clock | 50.800 | | vase | 37.732 | scissors | 39.054 | teddy bear | 45.070 | | hair drier | 10.582 | toothbrush | 32.653 | | | [11/03 16:44:44] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 16:44:44] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 16:44:44] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 16:44:44] d2.evaluation.testing INFO: copypaste: 42.6703,61.7598,45.7144,25.2359,45.3155,57.6251 [11/03 16:44:44] d2.utils.events INFO: eta: 8:48:44 iter: 337179 total_loss: 5.261 loss_ce: 0.2357 loss_bbox: 0.1761 loss_giou: 0.3218 loss_ce_0: 0.448 loss_bbox_0: 0.2991 loss_giou_0: 0.4863 loss_ce_1: 0.3266 loss_bbox_1: 0.2125 loss_giou_1: 0.3678 loss_ce_2: 0.2784 loss_bbox_2: 0.1866 loss_giou_2: 0.334 loss_ce_3: 0.2549 loss_bbox_3: 0.1817 loss_giou_3: 0.3234 loss_ce_4: 0.2421 loss_bbox_4: 0.1796 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 16:44:50] d2.utils.events INFO: eta: 8:48:40 iter: 337199 total_loss: 5.578 loss_ce: 0.2828 loss_bbox: 0.1849 loss_giou: 0.3122 loss_ce_0: 0.4799 loss_bbox_0: 0.3088 loss_giou_0: 0.5096 loss_ce_1: 0.3931 loss_bbox_1: 0.2233 loss_giou_1: 0.3675 loss_ce_2: 0.3147 loss_bbox_2: 0.2051 loss_giou_2: 0.329 loss_ce_3: 0.2969 loss_bbox_3: 0.1968 loss_giou_3: 0.3207 loss_ce_4: 0.2784 loss_bbox_4: 0.1892 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0211 lr: 2.5e-05 max_mem: 5427M [11/03 16:44:55] d2.utils.events INFO: eta: 8:48:32 iter: 337219 total_loss: 5.37 loss_ce: 0.2566 loss_bbox: 0.1787 loss_giou: 0.3164 loss_ce_0: 0.4735 loss_bbox_0: 0.3113 loss_giou_0: 0.4894 loss_ce_1: 0.3698 loss_bbox_1: 0.2095 loss_giou_1: 0.3601 loss_ce_2: 0.3047 loss_bbox_2: 0.1938 loss_giou_2: 0.3336 loss_ce_3: 0.2708 loss_bbox_3: 0.1908 loss_giou_3: 0.3249 loss_ce_4: 0.2529 loss_bbox_4: 0.1831 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:01] d2.utils.events INFO: eta: 8:48:29 iter: 337239 total_loss: 5.353 loss_ce: 0.2547 loss_bbox: 0.1736 loss_giou: 0.3241 loss_ce_0: 0.469 loss_bbox_0: 0.2951 loss_giou_0: 0.5039 loss_ce_1: 0.3683 loss_bbox_1: 0.1925 loss_giou_1: 0.3709 loss_ce_2: 0.3021 loss_bbox_2: 0.174 loss_giou_2: 0.346 loss_ce_3: 0.268 loss_bbox_3: 0.1771 loss_giou_3: 0.3355 loss_ce_4: 0.254 loss_bbox_4: 0.1781 loss_giou_4: 0.3283 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:07] d2.utils.events INFO: eta: 8:48:23 iter: 337259 total_loss: 5.042 loss_ce: 0.2415 loss_bbox: 0.1775 loss_giou: 0.3157 loss_ce_0: 0.4599 loss_bbox_0: 0.2836 loss_giou_0: 0.4686 loss_ce_1: 0.3433 loss_bbox_1: 0.2104 loss_giou_1: 0.3572 loss_ce_2: 0.2858 loss_bbox_2: 0.1909 loss_giou_2: 0.3279 loss_ce_3: 0.2478 loss_bbox_3: 0.182 loss_giou_3: 0.3184 loss_ce_4: 0.2389 loss_bbox_4: 0.1785 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:13] d2.utils.events INFO: eta: 8:48:21 iter: 337279 total_loss: 5.246 loss_ce: 0.2282 loss_bbox: 0.1752 loss_giou: 0.315 loss_ce_0: 0.4771 loss_bbox_0: 0.2909 loss_giou_0: 0.4838 loss_ce_1: 0.3505 loss_bbox_1: 0.2158 loss_giou_1: 0.3664 loss_ce_2: 0.2987 loss_bbox_2: 0.1853 loss_giou_2: 0.3393 loss_ce_3: 0.2641 loss_bbox_3: 0.181 loss_giou_3: 0.3346 loss_ce_4: 0.2426 loss_bbox_4: 0.1781 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:18] d2.utils.events INFO: eta: 8:48:26 iter: 337299 total_loss: 5.349 loss_ce: 0.2672 loss_bbox: 0.1801 loss_giou: 0.3424 loss_ce_0: 0.4928 loss_bbox_0: 0.285 loss_giou_0: 0.4822 loss_ce_1: 0.3855 loss_bbox_1: 0.2107 loss_giou_1: 0.3743 loss_ce_2: 0.3221 loss_bbox_2: 0.1962 loss_giou_2: 0.3461 loss_ce_3: 0.281 loss_bbox_3: 0.1836 loss_giou_3: 0.3394 loss_ce_4: 0.269 loss_bbox_4: 0.1827 loss_giou_4: 0.343 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:24] d2.utils.events INFO: eta: 8:48:25 iter: 337319 total_loss: 5.454 loss_ce: 0.2721 loss_bbox: 0.1659 loss_giou: 0.3232 loss_ce_0: 0.4886 loss_bbox_0: 0.2857 loss_giou_0: 0.5076 loss_ce_1: 0.3789 loss_bbox_1: 0.1936 loss_giou_1: 0.3792 loss_ce_2: 0.324 loss_bbox_2: 0.1763 loss_giou_2: 0.3492 loss_ce_3: 0.3001 loss_bbox_3: 0.1675 loss_giou_3: 0.3333 loss_ce_4: 0.2805 loss_bbox_4: 0.1636 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:30] d2.utils.events INFO: eta: 8:48:19 iter: 337339 total_loss: 5.439 loss_ce: 0.2478 loss_bbox: 0.166 loss_giou: 0.3307 loss_ce_0: 0.4868 loss_bbox_0: 0.2989 loss_giou_0: 0.5226 loss_ce_1: 0.3643 loss_bbox_1: 0.2038 loss_giou_1: 0.3872 loss_ce_2: 0.3075 loss_bbox_2: 0.1816 loss_giou_2: 0.3542 loss_ce_3: 0.2634 loss_bbox_3: 0.179 loss_giou_3: 0.3432 loss_ce_4: 0.2483 loss_bbox_4: 0.1699 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:35] d2.utils.events INFO: eta: 8:48:11 iter: 337359 total_loss: 5.53 loss_ce: 0.2644 loss_bbox: 0.1655 loss_giou: 0.337 loss_ce_0: 0.4914 loss_bbox_0: 0.2856 loss_giou_0: 0.5075 loss_ce_1: 0.3698 loss_bbox_1: 0.1994 loss_giou_1: 0.368 loss_ce_2: 0.3142 loss_bbox_2: 0.18 loss_giou_2: 0.3511 loss_ce_3: 0.2794 loss_bbox_3: 0.1718 loss_giou_3: 0.3439 loss_ce_4: 0.2657 loss_bbox_4: 0.1687 loss_giou_4: 0.3409 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:41] d2.utils.events INFO: eta: 8:47:57 iter: 337379 total_loss: 4.997 loss_ce: 0.2448 loss_bbox: 0.1689 loss_giou: 0.2836 loss_ce_0: 0.4611 loss_bbox_0: 0.2885 loss_giou_0: 0.4513 loss_ce_1: 0.3567 loss_bbox_1: 0.1969 loss_giou_1: 0.3288 loss_ce_2: 0.2984 loss_bbox_2: 0.1826 loss_giou_2: 0.3054 loss_ce_3: 0.261 loss_bbox_3: 0.1764 loss_giou_3: 0.2874 loss_ce_4: 0.2563 loss_bbox_4: 0.1697 loss_giou_4: 0.2793 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:47] d2.utils.events INFO: eta: 8:47:54 iter: 337399 total_loss: 5.286 loss_ce: 0.2408 loss_bbox: 0.1681 loss_giou: 0.3167 loss_ce_0: 0.4826 loss_bbox_0: 0.287 loss_giou_0: 0.4716 loss_ce_1: 0.3639 loss_bbox_1: 0.1982 loss_giou_1: 0.3693 loss_ce_2: 0.2982 loss_bbox_2: 0.1802 loss_giou_2: 0.3365 loss_ce_3: 0.2525 loss_bbox_3: 0.1764 loss_giou_3: 0.3239 loss_ce_4: 0.2406 loss_bbox_4: 0.1723 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:52] d2.utils.events INFO: eta: 8:47:45 iter: 337419 total_loss: 5.438 loss_ce: 0.2536 loss_bbox: 0.1826 loss_giou: 0.3183 loss_ce_0: 0.4744 loss_bbox_0: 0.2969 loss_giou_0: 0.4827 loss_ce_1: 0.3661 loss_bbox_1: 0.2141 loss_giou_1: 0.364 loss_ce_2: 0.2971 loss_bbox_2: 0.192 loss_giou_2: 0.333 loss_ce_3: 0.2726 loss_bbox_3: 0.1859 loss_giou_3: 0.328 loss_ce_4: 0.2541 loss_bbox_4: 0.185 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 16:45:58] d2.utils.events INFO: eta: 8:47:43 iter: 337439 total_loss: 5.547 loss_ce: 0.2679 loss_bbox: 0.1772 loss_giou: 0.3285 loss_ce_0: 0.4816 loss_bbox_0: 0.3003 loss_giou_0: 0.5192 loss_ce_1: 0.3722 loss_bbox_1: 0.2088 loss_giou_1: 0.3708 loss_ce_2: 0.3114 loss_bbox_2: 0.1893 loss_giou_2: 0.3504 loss_ce_3: 0.2871 loss_bbox_3: 0.1811 loss_giou_3: 0.3407 loss_ce_4: 0.2704 loss_bbox_4: 0.1781 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:04] d2.utils.events INFO: eta: 8:47:37 iter: 337459 total_loss: 5.43 loss_ce: 0.2869 loss_bbox: 0.1656 loss_giou: 0.3115 loss_ce_0: 0.4969 loss_bbox_0: 0.3014 loss_giou_0: 0.5079 loss_ce_1: 0.3773 loss_bbox_1: 0.2052 loss_giou_1: 0.369 loss_ce_2: 0.3222 loss_bbox_2: 0.1807 loss_giou_2: 0.3375 loss_ce_3: 0.2974 loss_bbox_3: 0.1787 loss_giou_3: 0.3274 loss_ce_4: 0.2885 loss_bbox_4: 0.1675 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:09] d2.utils.events INFO: eta: 8:47:31 iter: 337479 total_loss: 5.374 loss_ce: 0.2672 loss_bbox: 0.1773 loss_giou: 0.3291 loss_ce_0: 0.4912 loss_bbox_0: 0.3042 loss_giou_0: 0.5052 loss_ce_1: 0.3678 loss_bbox_1: 0.2112 loss_giou_1: 0.3767 loss_ce_2: 0.3057 loss_bbox_2: 0.1901 loss_giou_2: 0.3502 loss_ce_3: 0.276 loss_bbox_3: 0.1897 loss_giou_3: 0.3323 loss_ce_4: 0.2664 loss_bbox_4: 0.1809 loss_giou_4: 0.3307 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:15] d2.utils.events INFO: eta: 8:47:34 iter: 337499 total_loss: 5.354 loss_ce: 0.2459 loss_bbox: 0.171 loss_giou: 0.3095 loss_ce_0: 0.4573 loss_bbox_0: 0.2825 loss_giou_0: 0.4719 loss_ce_1: 0.3523 loss_bbox_1: 0.203 loss_giou_1: 0.3605 loss_ce_2: 0.2946 loss_bbox_2: 0.1816 loss_giou_2: 0.3245 loss_ce_3: 0.2616 loss_bbox_3: 0.1744 loss_giou_3: 0.3172 loss_ce_4: 0.2431 loss_bbox_4: 0.1721 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:21] d2.utils.events INFO: eta: 8:47:31 iter: 337519 total_loss: 5.18 loss_ce: 0.2406 loss_bbox: 0.1753 loss_giou: 0.316 loss_ce_0: 0.4594 loss_bbox_0: 0.2936 loss_giou_0: 0.5038 loss_ce_1: 0.338 loss_bbox_1: 0.2099 loss_giou_1: 0.3579 loss_ce_2: 0.2794 loss_bbox_2: 0.1898 loss_giou_2: 0.3377 loss_ce_3: 0.2482 loss_bbox_3: 0.178 loss_giou_3: 0.3232 loss_ce_4: 0.2363 loss_bbox_4: 0.1788 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:26] d2.utils.events INFO: eta: 8:47:25 iter: 337539 total_loss: 5.221 loss_ce: 0.2313 loss_bbox: 0.1788 loss_giou: 0.3069 loss_ce_0: 0.4568 loss_bbox_0: 0.2898 loss_giou_0: 0.4745 loss_ce_1: 0.3536 loss_bbox_1: 0.206 loss_giou_1: 0.3536 loss_ce_2: 0.2869 loss_bbox_2: 0.1838 loss_giou_2: 0.326 loss_ce_3: 0.2527 loss_bbox_3: 0.181 loss_giou_3: 0.3135 loss_ce_4: 0.2408 loss_bbox_4: 0.1813 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:32] d2.utils.events INFO: eta: 8:47:21 iter: 337559 total_loss: 5.344 loss_ce: 0.2408 loss_bbox: 0.1636 loss_giou: 0.3367 loss_ce_0: 0.4658 loss_bbox_0: 0.2745 loss_giou_0: 0.5266 loss_ce_1: 0.3586 loss_bbox_1: 0.1907 loss_giou_1: 0.4047 loss_ce_2: 0.2915 loss_bbox_2: 0.1734 loss_giou_2: 0.3654 loss_ce_3: 0.2653 loss_bbox_3: 0.1681 loss_giou_3: 0.3519 loss_ce_4: 0.2461 loss_bbox_4: 0.1641 loss_giou_4: 0.3379 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:38] d2.utils.events INFO: eta: 8:47:15 iter: 337579 total_loss: 5.229 loss_ce: 0.2531 loss_bbox: 0.1735 loss_giou: 0.2975 loss_ce_0: 0.4555 loss_bbox_0: 0.2982 loss_giou_0: 0.482 loss_ce_1: 0.3541 loss_bbox_1: 0.206 loss_giou_1: 0.3529 loss_ce_2: 0.2949 loss_bbox_2: 0.1888 loss_giou_2: 0.321 loss_ce_3: 0.2632 loss_bbox_3: 0.179 loss_giou_3: 0.3055 loss_ce_4: 0.2563 loss_bbox_4: 0.1764 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:43] d2.utils.events INFO: eta: 8:47:09 iter: 337599 total_loss: 5.396 loss_ce: 0.2733 loss_bbox: 0.1826 loss_giou: 0.3218 loss_ce_0: 0.4724 loss_bbox_0: 0.3016 loss_giou_0: 0.4681 loss_ce_1: 0.3708 loss_bbox_1: 0.2125 loss_giou_1: 0.3448 loss_ce_2: 0.3076 loss_bbox_2: 0.2048 loss_giou_2: 0.3329 loss_ce_3: 0.2806 loss_bbox_3: 0.1968 loss_giou_3: 0.329 loss_ce_4: 0.2745 loss_bbox_4: 0.185 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:49] d2.utils.events INFO: eta: 8:47:03 iter: 337619 total_loss: 5.213 loss_ce: 0.2678 loss_bbox: 0.1768 loss_giou: 0.3007 loss_ce_0: 0.4797 loss_bbox_0: 0.2914 loss_giou_0: 0.4867 loss_ce_1: 0.3784 loss_bbox_1: 0.201 loss_giou_1: 0.3586 loss_ce_2: 0.3189 loss_bbox_2: 0.1863 loss_giou_2: 0.3255 loss_ce_3: 0.2837 loss_bbox_3: 0.1834 loss_giou_3: 0.3191 loss_ce_4: 0.2757 loss_bbox_4: 0.1793 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 16:46:55] d2.utils.events INFO: eta: 8:46:58 iter: 337639 total_loss: 5.557 loss_ce: 0.2678 loss_bbox: 0.1655 loss_giou: 0.3361 loss_ce_0: 0.4763 loss_bbox_0: 0.2797 loss_giou_0: 0.523 loss_ce_1: 0.3718 loss_bbox_1: 0.1999 loss_giou_1: 0.3782 loss_ce_2: 0.3263 loss_bbox_2: 0.1792 loss_giou_2: 0.3546 loss_ce_3: 0.2882 loss_bbox_3: 0.1736 loss_giou_3: 0.3474 loss_ce_4: 0.2776 loss_bbox_4: 0.1688 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:00] d2.utils.events INFO: eta: 8:46:51 iter: 337659 total_loss: 5.477 loss_ce: 0.2528 loss_bbox: 0.1822 loss_giou: 0.3243 loss_ce_0: 0.5028 loss_bbox_0: 0.2944 loss_giou_0: 0.5007 loss_ce_1: 0.3699 loss_bbox_1: 0.2129 loss_giou_1: 0.3668 loss_ce_2: 0.3294 loss_bbox_2: 0.1948 loss_giou_2: 0.3496 loss_ce_3: 0.2591 loss_bbox_3: 0.1847 loss_giou_3: 0.3335 loss_ce_4: 0.2554 loss_bbox_4: 0.1841 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:06] d2.utils.events INFO: eta: 8:46:45 iter: 337679 total_loss: 5.219 loss_ce: 0.2374 loss_bbox: 0.1658 loss_giou: 0.3002 loss_ce_0: 0.4587 loss_bbox_0: 0.2852 loss_giou_0: 0.4564 loss_ce_1: 0.3528 loss_bbox_1: 0.1999 loss_giou_1: 0.355 loss_ce_2: 0.298 loss_bbox_2: 0.1825 loss_giou_2: 0.3289 loss_ce_3: 0.2567 loss_bbox_3: 0.1687 loss_giou_3: 0.3177 loss_ce_4: 0.2417 loss_bbox_4: 0.1664 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:12] d2.utils.events INFO: eta: 8:46:35 iter: 337699 total_loss: 5.383 loss_ce: 0.2528 loss_bbox: 0.1763 loss_giou: 0.3516 loss_ce_0: 0.4854 loss_bbox_0: 0.2956 loss_giou_0: 0.5349 loss_ce_1: 0.3686 loss_bbox_1: 0.2049 loss_giou_1: 0.4012 loss_ce_2: 0.3151 loss_bbox_2: 0.1896 loss_giou_2: 0.372 loss_ce_3: 0.2693 loss_bbox_3: 0.1792 loss_giou_3: 0.3605 loss_ce_4: 0.2641 loss_bbox_4: 0.1787 loss_giou_4: 0.3564 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:18] d2.utils.events INFO: eta: 8:46:31 iter: 337719 total_loss: 5.148 loss_ce: 0.2505 loss_bbox: 0.1659 loss_giou: 0.3177 loss_ce_0: 0.4683 loss_bbox_0: 0.2799 loss_giou_0: 0.482 loss_ce_1: 0.35 loss_bbox_1: 0.1932 loss_giou_1: 0.3652 loss_ce_2: 0.2928 loss_bbox_2: 0.1724 loss_giou_2: 0.3372 loss_ce_3: 0.2689 loss_bbox_3: 0.1661 loss_giou_3: 0.3217 loss_ce_4: 0.2428 loss_bbox_4: 0.1624 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:23] d2.utils.events INFO: eta: 8:46:28 iter: 337739 total_loss: 5.4 loss_ce: 0.2488 loss_bbox: 0.1766 loss_giou: 0.3298 loss_ce_0: 0.4629 loss_bbox_0: 0.299 loss_giou_0: 0.5098 loss_ce_1: 0.3437 loss_bbox_1: 0.2165 loss_giou_1: 0.383 loss_ce_2: 0.301 loss_bbox_2: 0.1901 loss_giou_2: 0.3582 loss_ce_3: 0.27 loss_bbox_3: 0.1853 loss_giou_3: 0.3473 loss_ce_4: 0.2531 loss_bbox_4: 0.178 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:29] d2.utils.events INFO: eta: 8:46:15 iter: 337759 total_loss: 5.194 loss_ce: 0.2512 loss_bbox: 0.1769 loss_giou: 0.3109 loss_ce_0: 0.4677 loss_bbox_0: 0.2928 loss_giou_0: 0.4787 loss_ce_1: 0.3591 loss_bbox_1: 0.2074 loss_giou_1: 0.3521 loss_ce_2: 0.298 loss_bbox_2: 0.1927 loss_giou_2: 0.3292 loss_ce_3: 0.2584 loss_bbox_3: 0.1809 loss_giou_3: 0.3124 loss_ce_4: 0.2486 loss_bbox_4: 0.1757 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:35] d2.utils.events INFO: eta: 8:46:13 iter: 337779 total_loss: 5.206 loss_ce: 0.2671 loss_bbox: 0.1724 loss_giou: 0.3077 loss_ce_0: 0.457 loss_bbox_0: 0.2971 loss_giou_0: 0.4866 loss_ce_1: 0.3484 loss_bbox_1: 0.2097 loss_giou_1: 0.3558 loss_ce_2: 0.3008 loss_bbox_2: 0.1838 loss_giou_2: 0.3261 loss_ce_3: 0.2741 loss_bbox_3: 0.1804 loss_giou_3: 0.3157 loss_ce_4: 0.2614 loss_bbox_4: 0.1792 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:40] d2.utils.events INFO: eta: 8:46:07 iter: 337799 total_loss: 5.404 loss_ce: 0.2615 loss_bbox: 0.1792 loss_giou: 0.326 loss_ce_0: 0.4828 loss_bbox_0: 0.277 loss_giou_0: 0.5107 loss_ce_1: 0.3619 loss_bbox_1: 0.1973 loss_giou_1: 0.3746 loss_ce_2: 0.3072 loss_bbox_2: 0.1866 loss_giou_2: 0.3414 loss_ce_3: 0.2744 loss_bbox_3: 0.1807 loss_giou_3: 0.329 loss_ce_4: 0.2633 loss_bbox_4: 0.1748 loss_giou_4: 0.3264 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:46] d2.utils.events INFO: eta: 8:46:00 iter: 337819 total_loss: 5.586 loss_ce: 0.271 loss_bbox: 0.1672 loss_giou: 0.3548 loss_ce_0: 0.4751 loss_bbox_0: 0.2877 loss_giou_0: 0.5131 loss_ce_1: 0.3807 loss_bbox_1: 0.2022 loss_giou_1: 0.4069 loss_ce_2: 0.3194 loss_bbox_2: 0.1809 loss_giou_2: 0.3749 loss_ce_3: 0.2871 loss_bbox_3: 0.1755 loss_giou_3: 0.3591 loss_ce_4: 0.2783 loss_bbox_4: 0.1706 loss_giou_4: 0.355 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:52] d2.utils.events INFO: eta: 8:45:59 iter: 337839 total_loss: 5.406 loss_ce: 0.2575 loss_bbox: 0.1717 loss_giou: 0.3328 loss_ce_0: 0.4605 loss_bbox_0: 0.2928 loss_giou_0: 0.4994 loss_ce_1: 0.3605 loss_bbox_1: 0.2024 loss_giou_1: 0.3711 loss_ce_2: 0.307 loss_bbox_2: 0.1858 loss_giou_2: 0.3414 loss_ce_3: 0.2775 loss_bbox_3: 0.1756 loss_giou_3: 0.3406 loss_ce_4: 0.2612 loss_bbox_4: 0.1721 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 16:47:57] d2.utils.events INFO: eta: 8:45:52 iter: 337859 total_loss: 5.481 loss_ce: 0.2483 loss_bbox: 0.1847 loss_giou: 0.3441 loss_ce_0: 0.464 loss_bbox_0: 0.2986 loss_giou_0: 0.5388 loss_ce_1: 0.3705 loss_bbox_1: 0.2156 loss_giou_1: 0.3976 loss_ce_2: 0.3154 loss_bbox_2: 0.1992 loss_giou_2: 0.3676 loss_ce_3: 0.2733 loss_bbox_3: 0.1931 loss_giou_3: 0.3551 loss_ce_4: 0.2479 loss_bbox_4: 0.189 loss_giou_4: 0.3487 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:03] d2.utils.events INFO: eta: 8:45:47 iter: 337879 total_loss: 5.062 loss_ce: 0.2414 loss_bbox: 0.1722 loss_giou: 0.2968 loss_ce_0: 0.4722 loss_bbox_0: 0.294 loss_giou_0: 0.4803 loss_ce_1: 0.3642 loss_bbox_1: 0.2017 loss_giou_1: 0.3553 loss_ce_2: 0.306 loss_bbox_2: 0.1861 loss_giou_2: 0.3258 loss_ce_3: 0.2597 loss_bbox_3: 0.1793 loss_giou_3: 0.3115 loss_ce_4: 0.245 loss_bbox_4: 0.1757 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:09] d2.utils.events INFO: eta: 8:45:35 iter: 337899 total_loss: 5.042 loss_ce: 0.218 loss_bbox: 0.1682 loss_giou: 0.3083 loss_ce_0: 0.4298 loss_bbox_0: 0.2999 loss_giou_0: 0.476 loss_ce_1: 0.3321 loss_bbox_1: 0.2021 loss_giou_1: 0.3446 loss_ce_2: 0.2787 loss_bbox_2: 0.1799 loss_giou_2: 0.3215 loss_ce_3: 0.2422 loss_bbox_3: 0.1717 loss_giou_3: 0.3167 loss_ce_4: 0.2175 loss_bbox_4: 0.1706 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:14] d2.utils.events INFO: eta: 8:45:28 iter: 337919 total_loss: 5.398 loss_ce: 0.2742 loss_bbox: 0.1778 loss_giou: 0.3329 loss_ce_0: 0.4767 loss_bbox_0: 0.2997 loss_giou_0: 0.5273 loss_ce_1: 0.3649 loss_bbox_1: 0.2062 loss_giou_1: 0.3908 loss_ce_2: 0.2976 loss_bbox_2: 0.1876 loss_giou_2: 0.3475 loss_ce_3: 0.2792 loss_bbox_3: 0.1844 loss_giou_3: 0.3473 loss_ce_4: 0.2839 loss_bbox_4: 0.1808 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:20] d2.utils.events INFO: eta: 8:45:20 iter: 337939 total_loss: 5.385 loss_ce: 0.2685 loss_bbox: 0.1713 loss_giou: 0.3139 loss_ce_0: 0.4808 loss_bbox_0: 0.2981 loss_giou_0: 0.5 loss_ce_1: 0.3637 loss_bbox_1: 0.2124 loss_giou_1: 0.3615 loss_ce_2: 0.3103 loss_bbox_2: 0.1941 loss_giou_2: 0.3409 loss_ce_3: 0.2765 loss_bbox_3: 0.182 loss_giou_3: 0.3293 loss_ce_4: 0.2695 loss_bbox_4: 0.1789 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:26] d2.utils.events INFO: eta: 8:45:03 iter: 337959 total_loss: 5.327 loss_ce: 0.2474 loss_bbox: 0.1642 loss_giou: 0.316 loss_ce_0: 0.5014 loss_bbox_0: 0.2886 loss_giou_0: 0.5009 loss_ce_1: 0.3702 loss_bbox_1: 0.1969 loss_giou_1: 0.3631 loss_ce_2: 0.2948 loss_bbox_2: 0.1747 loss_giou_2: 0.3351 loss_ce_3: 0.2604 loss_bbox_3: 0.1703 loss_giou_3: 0.3263 loss_ce_4: 0.2477 loss_bbox_4: 0.1693 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:31] d2.utils.events INFO: eta: 8:44:58 iter: 337979 total_loss: 5.387 loss_ce: 0.2538 loss_bbox: 0.1773 loss_giou: 0.3251 loss_ce_0: 0.4635 loss_bbox_0: 0.2884 loss_giou_0: 0.5002 loss_ce_1: 0.3655 loss_bbox_1: 0.2086 loss_giou_1: 0.3749 loss_ce_2: 0.2929 loss_bbox_2: 0.1844 loss_giou_2: 0.3403 loss_ce_3: 0.2604 loss_bbox_3: 0.1823 loss_giou_3: 0.3356 loss_ce_4: 0.255 loss_bbox_4: 0.1772 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:37] d2.utils.events INFO: eta: 8:44:51 iter: 337999 total_loss: 5.335 loss_ce: 0.256 loss_bbox: 0.1771 loss_giou: 0.3047 loss_ce_0: 0.4615 loss_bbox_0: 0.2952 loss_giou_0: 0.4543 loss_ce_1: 0.3508 loss_bbox_1: 0.2095 loss_giou_1: 0.3435 loss_ce_2: 0.3043 loss_bbox_2: 0.1897 loss_giou_2: 0.3201 loss_ce_3: 0.268 loss_bbox_3: 0.1843 loss_giou_3: 0.3131 loss_ce_4: 0.2491 loss_bbox_4: 0.1785 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:43] d2.utils.events INFO: eta: 8:44:44 iter: 338019 total_loss: 5.388 loss_ce: 0.2612 loss_bbox: 0.1813 loss_giou: 0.3385 loss_ce_0: 0.4802 loss_bbox_0: 0.3099 loss_giou_0: 0.5153 loss_ce_1: 0.3753 loss_bbox_1: 0.2131 loss_giou_1: 0.3745 loss_ce_2: 0.3029 loss_bbox_2: 0.1946 loss_giou_2: 0.3485 loss_ce_3: 0.2639 loss_bbox_3: 0.1861 loss_giou_3: 0.3339 loss_ce_4: 0.2573 loss_bbox_4: 0.1802 loss_giou_4: 0.337 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:48] d2.utils.events INFO: eta: 8:44:37 iter: 338039 total_loss: 5.35 loss_ce: 0.2481 loss_bbox: 0.1631 loss_giou: 0.3367 loss_ce_0: 0.475 loss_bbox_0: 0.2823 loss_giou_0: 0.4981 loss_ce_1: 0.3549 loss_bbox_1: 0.1972 loss_giou_1: 0.3761 loss_ce_2: 0.284 loss_bbox_2: 0.1797 loss_giou_2: 0.3467 loss_ce_3: 0.2556 loss_bbox_3: 0.1741 loss_giou_3: 0.3413 loss_ce_4: 0.2481 loss_bbox_4: 0.1649 loss_giou_4: 0.3363 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 16:48:54] d2.utils.events INFO: eta: 8:44:26 iter: 338059 total_loss: 5.35 loss_ce: 0.2493 loss_bbox: 0.1725 loss_giou: 0.3278 loss_ce_0: 0.4792 loss_bbox_0: 0.2971 loss_giou_0: 0.5022 loss_ce_1: 0.3655 loss_bbox_1: 0.2036 loss_giou_1: 0.3807 loss_ce_2: 0.3095 loss_bbox_2: 0.1874 loss_giou_2: 0.3568 loss_ce_3: 0.2682 loss_bbox_3: 0.1768 loss_giou_3: 0.3431 loss_ce_4: 0.2535 loss_bbox_4: 0.1722 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:00] d2.utils.events INFO: eta: 8:44:15 iter: 338079 total_loss: 5.279 loss_ce: 0.2577 loss_bbox: 0.1618 loss_giou: 0.3118 loss_ce_0: 0.4598 loss_bbox_0: 0.2881 loss_giou_0: 0.4984 loss_ce_1: 0.3697 loss_bbox_1: 0.1959 loss_giou_1: 0.363 loss_ce_2: 0.3097 loss_bbox_2: 0.1766 loss_giou_2: 0.3351 loss_ce_3: 0.2735 loss_bbox_3: 0.1691 loss_giou_3: 0.3244 loss_ce_4: 0.2623 loss_bbox_4: 0.1652 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:05] d2.utils.events INFO: eta: 8:44:10 iter: 338099 total_loss: 5.249 loss_ce: 0.2436 loss_bbox: 0.1667 loss_giou: 0.3172 loss_ce_0: 0.4693 loss_bbox_0: 0.2879 loss_giou_0: 0.4974 loss_ce_1: 0.3538 loss_bbox_1: 0.2 loss_giou_1: 0.3585 loss_ce_2: 0.2913 loss_bbox_2: 0.184 loss_giou_2: 0.3313 loss_ce_3: 0.2639 loss_bbox_3: 0.1791 loss_giou_3: 0.3242 loss_ce_4: 0.2459 loss_bbox_4: 0.1718 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:11] d2.utils.events INFO: eta: 8:44:04 iter: 338119 total_loss: 5.119 loss_ce: 0.2479 loss_bbox: 0.1824 loss_giou: 0.2976 loss_ce_0: 0.4581 loss_bbox_0: 0.2977 loss_giou_0: 0.4577 loss_ce_1: 0.3472 loss_bbox_1: 0.209 loss_giou_1: 0.3352 loss_ce_2: 0.2855 loss_bbox_2: 0.1912 loss_giou_2: 0.316 loss_ce_3: 0.2568 loss_bbox_3: 0.1881 loss_giou_3: 0.3099 loss_ce_4: 0.2486 loss_bbox_4: 0.1835 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:17] d2.utils.events INFO: eta: 8:43:52 iter: 338139 total_loss: 5.181 loss_ce: 0.2356 loss_bbox: 0.1571 loss_giou: 0.3088 loss_ce_0: 0.4588 loss_bbox_0: 0.2899 loss_giou_0: 0.492 loss_ce_1: 0.3451 loss_bbox_1: 0.1992 loss_giou_1: 0.371 loss_ce_2: 0.2916 loss_bbox_2: 0.1737 loss_giou_2: 0.3308 loss_ce_3: 0.2524 loss_bbox_3: 0.1752 loss_giou_3: 0.3137 loss_ce_4: 0.2354 loss_bbox_4: 0.1596 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:22] d2.utils.events INFO: eta: 8:43:49 iter: 338159 total_loss: 5.359 loss_ce: 0.2786 loss_bbox: 0.1859 loss_giou: 0.3152 loss_ce_0: 0.4985 loss_bbox_0: 0.3096 loss_giou_0: 0.492 loss_ce_1: 0.3802 loss_bbox_1: 0.2207 loss_giou_1: 0.3639 loss_ce_2: 0.3231 loss_bbox_2: 0.1988 loss_giou_2: 0.3364 loss_ce_3: 0.2887 loss_bbox_3: 0.1926 loss_giou_3: 0.3257 loss_ce_4: 0.2788 loss_bbox_4: 0.1897 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:28] d2.utils.events INFO: eta: 8:43:50 iter: 338179 total_loss: 5.546 loss_ce: 0.2724 loss_bbox: 0.1788 loss_giou: 0.3236 loss_ce_0: 0.4906 loss_bbox_0: 0.302 loss_giou_0: 0.5081 loss_ce_1: 0.3655 loss_bbox_1: 0.2149 loss_giou_1: 0.3797 loss_ce_2: 0.3085 loss_bbox_2: 0.1978 loss_giou_2: 0.3437 loss_ce_3: 0.2827 loss_bbox_3: 0.191 loss_giou_3: 0.3339 loss_ce_4: 0.2727 loss_bbox_4: 0.1842 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:34] d2.utils.events INFO: eta: 8:43:38 iter: 338199 total_loss: 5.328 loss_ce: 0.2518 loss_bbox: 0.1706 loss_giou: 0.3255 loss_ce_0: 0.4848 loss_bbox_0: 0.2925 loss_giou_0: 0.4986 loss_ce_1: 0.3529 loss_bbox_1: 0.204 loss_giou_1: 0.3697 loss_ce_2: 0.2982 loss_bbox_2: 0.1828 loss_giou_2: 0.3384 loss_ce_3: 0.2674 loss_bbox_3: 0.1763 loss_giou_3: 0.3318 loss_ce_4: 0.2513 loss_bbox_4: 0.1739 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:39] d2.utils.events INFO: eta: 8:43:25 iter: 338219 total_loss: 5.563 loss_ce: 0.2788 loss_bbox: 0.1737 loss_giou: 0.3457 loss_ce_0: 0.5001 loss_bbox_0: 0.3002 loss_giou_0: 0.522 loss_ce_1: 0.3888 loss_bbox_1: 0.2119 loss_giou_1: 0.3966 loss_ce_2: 0.3307 loss_bbox_2: 0.1872 loss_giou_2: 0.3648 loss_ce_3: 0.3019 loss_bbox_3: 0.1834 loss_giou_3: 0.3588 loss_ce_4: 0.2761 loss_bbox_4: 0.177 loss_giou_4: 0.3499 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:45] d2.utils.events INFO: eta: 8:43:19 iter: 338239 total_loss: 5.308 loss_ce: 0.2651 loss_bbox: 0.1585 loss_giou: 0.313 loss_ce_0: 0.4766 loss_bbox_0: 0.2733 loss_giou_0: 0.4835 loss_ce_1: 0.3772 loss_bbox_1: 0.1958 loss_giou_1: 0.3624 loss_ce_2: 0.3055 loss_bbox_2: 0.1755 loss_giou_2: 0.326 loss_ce_3: 0.2848 loss_bbox_3: 0.1652 loss_giou_3: 0.3181 loss_ce_4: 0.2657 loss_bbox_4: 0.1612 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:51] d2.utils.events INFO: eta: 8:43:12 iter: 338259 total_loss: 5.196 loss_ce: 0.2515 loss_bbox: 0.1636 loss_giou: 0.3319 loss_ce_0: 0.488 loss_bbox_0: 0.2943 loss_giou_0: 0.4866 loss_ce_1: 0.3682 loss_bbox_1: 0.2046 loss_giou_1: 0.3724 loss_ce_2: 0.3133 loss_bbox_2: 0.1795 loss_giou_2: 0.3391 loss_ce_3: 0.2749 loss_bbox_3: 0.173 loss_giou_3: 0.3369 loss_ce_4: 0.2556 loss_bbox_4: 0.1656 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:49:56] d2.utils.events INFO: eta: 8:43:04 iter: 338279 total_loss: 5.657 loss_ce: 0.2689 loss_bbox: 0.1807 loss_giou: 0.3255 loss_ce_0: 0.4797 loss_bbox_0: 0.3115 loss_giou_0: 0.5101 loss_ce_1: 0.3793 loss_bbox_1: 0.218 loss_giou_1: 0.3839 loss_ce_2: 0.3141 loss_bbox_2: 0.1959 loss_giou_2: 0.3465 loss_ce_3: 0.2863 loss_bbox_3: 0.1871 loss_giou_3: 0.337 loss_ce_4: 0.2758 loss_bbox_4: 0.1838 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:02] d2.utils.events INFO: eta: 8:42:57 iter: 338299 total_loss: 5.512 loss_ce: 0.2539 loss_bbox: 0.1753 loss_giou: 0.3402 loss_ce_0: 0.4827 loss_bbox_0: 0.2878 loss_giou_0: 0.5147 loss_ce_1: 0.3589 loss_bbox_1: 0.2055 loss_giou_1: 0.3866 loss_ce_2: 0.2859 loss_bbox_2: 0.1889 loss_giou_2: 0.3562 loss_ce_3: 0.2675 loss_bbox_3: 0.179 loss_giou_3: 0.3476 loss_ce_4: 0.2612 loss_bbox_4: 0.1776 loss_giou_4: 0.3405 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:08] d2.utils.events INFO: eta: 8:42:48 iter: 338319 total_loss: 5.221 loss_ce: 0.2508 loss_bbox: 0.1804 loss_giou: 0.3225 loss_ce_0: 0.4522 loss_bbox_0: 0.2927 loss_giou_0: 0.4862 loss_ce_1: 0.3511 loss_bbox_1: 0.2058 loss_giou_1: 0.3775 loss_ce_2: 0.2891 loss_bbox_2: 0.188 loss_giou_2: 0.3448 loss_ce_3: 0.2541 loss_bbox_3: 0.1849 loss_giou_3: 0.3391 loss_ce_4: 0.2458 loss_bbox_4: 0.1784 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:13] d2.utils.events INFO: eta: 8:42:31 iter: 338339 total_loss: 5.744 loss_ce: 0.2705 loss_bbox: 0.1752 loss_giou: 0.3222 loss_ce_0: 0.495 loss_bbox_0: 0.2941 loss_giou_0: 0.5218 loss_ce_1: 0.3818 loss_bbox_1: 0.2103 loss_giou_1: 0.3815 loss_ce_2: 0.3152 loss_bbox_2: 0.1902 loss_giou_2: 0.3484 loss_ce_3: 0.2845 loss_bbox_3: 0.1817 loss_giou_3: 0.3371 loss_ce_4: 0.2732 loss_bbox_4: 0.1802 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:19] d2.utils.events INFO: eta: 8:42:10 iter: 338359 total_loss: 5.351 loss_ce: 0.2484 loss_bbox: 0.1807 loss_giou: 0.3199 loss_ce_0: 0.4711 loss_bbox_0: 0.3021 loss_giou_0: 0.482 loss_ce_1: 0.3671 loss_bbox_1: 0.2173 loss_giou_1: 0.3627 loss_ce_2: 0.3152 loss_bbox_2: 0.1949 loss_giou_2: 0.3432 loss_ce_3: 0.2716 loss_bbox_3: 0.1872 loss_giou_3: 0.3329 loss_ce_4: 0.2493 loss_bbox_4: 0.184 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:25] d2.utils.events INFO: eta: 8:42:31 iter: 338379 total_loss: 5.261 loss_ce: 0.2534 loss_bbox: 0.165 loss_giou: 0.3135 loss_ce_0: 0.4627 loss_bbox_0: 0.2948 loss_giou_0: 0.4954 loss_ce_1: 0.355 loss_bbox_1: 0.2022 loss_giou_1: 0.3612 loss_ce_2: 0.3034 loss_bbox_2: 0.1838 loss_giou_2: 0.3354 loss_ce_3: 0.2677 loss_bbox_3: 0.1733 loss_giou_3: 0.3286 loss_ce_4: 0.2525 loss_bbox_4: 0.1662 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:31] d2.utils.events INFO: eta: 8:42:28 iter: 338399 total_loss: 5.039 loss_ce: 0.2243 loss_bbox: 0.162 loss_giou: 0.3124 loss_ce_0: 0.4489 loss_bbox_0: 0.2853 loss_giou_0: 0.4961 loss_ce_1: 0.3403 loss_bbox_1: 0.1966 loss_giou_1: 0.3633 loss_ce_2: 0.2749 loss_bbox_2: 0.1774 loss_giou_2: 0.3364 loss_ce_3: 0.2438 loss_bbox_3: 0.1716 loss_giou_3: 0.3203 loss_ce_4: 0.2286 loss_bbox_4: 0.1641 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:36] d2.utils.events INFO: eta: 8:42:19 iter: 338419 total_loss: 5.583 loss_ce: 0.2639 loss_bbox: 0.1945 loss_giou: 0.3429 loss_ce_0: 0.4929 loss_bbox_0: 0.3057 loss_giou_0: 0.4989 loss_ce_1: 0.3808 loss_bbox_1: 0.2151 loss_giou_1: 0.3798 loss_ce_2: 0.3169 loss_bbox_2: 0.2034 loss_giou_2: 0.3448 loss_ce_3: 0.2875 loss_bbox_3: 0.2016 loss_giou_3: 0.3443 loss_ce_4: 0.2726 loss_bbox_4: 0.1948 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:42] d2.utils.events INFO: eta: 8:41:57 iter: 338439 total_loss: 5.03 loss_ce: 0.2363 loss_bbox: 0.1603 loss_giou: 0.3082 loss_ce_0: 0.4565 loss_bbox_0: 0.2788 loss_giou_0: 0.4766 loss_ce_1: 0.3426 loss_bbox_1: 0.1877 loss_giou_1: 0.3433 loss_ce_2: 0.2745 loss_bbox_2: 0.1728 loss_giou_2: 0.314 loss_ce_3: 0.2505 loss_bbox_3: 0.1704 loss_giou_3: 0.3113 loss_ce_4: 0.239 loss_bbox_4: 0.1652 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:48] d2.utils.events INFO: eta: 8:41:52 iter: 338459 total_loss: 5.402 loss_ce: 0.2628 loss_bbox: 0.1802 loss_giou: 0.3101 loss_ce_0: 0.4631 loss_bbox_0: 0.3126 loss_giou_0: 0.4689 loss_ce_1: 0.3683 loss_bbox_1: 0.2108 loss_giou_1: 0.3647 loss_ce_2: 0.3133 loss_bbox_2: 0.1948 loss_giou_2: 0.3339 loss_ce_3: 0.2847 loss_bbox_3: 0.1884 loss_giou_3: 0.3276 loss_ce_4: 0.2703 loss_bbox_4: 0.1869 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:53] d2.utils.events INFO: eta: 8:42:05 iter: 338479 total_loss: 5.471 loss_ce: 0.2438 loss_bbox: 0.179 loss_giou: 0.3356 loss_ce_0: 0.4653 loss_bbox_0: 0.3 loss_giou_0: 0.5154 loss_ce_1: 0.367 loss_bbox_1: 0.2093 loss_giou_1: 0.3829 loss_ce_2: 0.3008 loss_bbox_2: 0.1989 loss_giou_2: 0.355 loss_ce_3: 0.2695 loss_bbox_3: 0.1903 loss_giou_3: 0.3407 loss_ce_4: 0.2462 loss_bbox_4: 0.1826 loss_giou_4: 0.3425 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 16:50:59] d2.utils.events INFO: eta: 8:42:04 iter: 338499 total_loss: 5.338 loss_ce: 0.2612 loss_bbox: 0.1617 loss_giou: 0.3233 loss_ce_0: 0.4855 loss_bbox_0: 0.2833 loss_giou_0: 0.5169 loss_ce_1: 0.3753 loss_bbox_1: 0.1992 loss_giou_1: 0.3804 loss_ce_2: 0.3137 loss_bbox_2: 0.1797 loss_giou_2: 0.3521 loss_ce_3: 0.2779 loss_bbox_3: 0.1727 loss_giou_3: 0.3394 loss_ce_4: 0.27 loss_bbox_4: 0.1659 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:05] d2.utils.events INFO: eta: 8:42:06 iter: 338519 total_loss: 5.378 loss_ce: 0.2558 loss_bbox: 0.1691 loss_giou: 0.314 loss_ce_0: 0.4596 loss_bbox_0: 0.2979 loss_giou_0: 0.4866 loss_ce_1: 0.3614 loss_bbox_1: 0.2101 loss_giou_1: 0.3638 loss_ce_2: 0.2949 loss_bbox_2: 0.1857 loss_giou_2: 0.3366 loss_ce_3: 0.2732 loss_bbox_3: 0.176 loss_giou_3: 0.3226 loss_ce_4: 0.2602 loss_bbox_4: 0.1709 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:10] d2.utils.events INFO: eta: 8:42:05 iter: 338539 total_loss: 5.38 loss_ce: 0.2655 loss_bbox: 0.1774 loss_giou: 0.3102 loss_ce_0: 0.473 loss_bbox_0: 0.3073 loss_giou_0: 0.4855 loss_ce_1: 0.3616 loss_bbox_1: 0.2171 loss_giou_1: 0.3596 loss_ce_2: 0.3081 loss_bbox_2: 0.1918 loss_giou_2: 0.3351 loss_ce_3: 0.287 loss_bbox_3: 0.1839 loss_giou_3: 0.3224 loss_ce_4: 0.2741 loss_bbox_4: 0.1813 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:16] d2.utils.events INFO: eta: 8:41:46 iter: 338559 total_loss: 5.12 loss_ce: 0.2396 loss_bbox: 0.1687 loss_giou: 0.3005 loss_ce_0: 0.4599 loss_bbox_0: 0.2875 loss_giou_0: 0.4685 loss_ce_1: 0.3545 loss_bbox_1: 0.1975 loss_giou_1: 0.35 loss_ce_2: 0.2902 loss_bbox_2: 0.1841 loss_giou_2: 0.3196 loss_ce_3: 0.2603 loss_bbox_3: 0.1718 loss_giou_3: 0.3157 loss_ce_4: 0.2399 loss_bbox_4: 0.1715 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:22] d2.utils.events INFO: eta: 8:41:39 iter: 338579 total_loss: 4.999 loss_ce: 0.2208 loss_bbox: 0.1832 loss_giou: 0.3056 loss_ce_0: 0.4586 loss_bbox_0: 0.2911 loss_giou_0: 0.4585 loss_ce_1: 0.328 loss_bbox_1: 0.2148 loss_giou_1: 0.348 loss_ce_2: 0.2767 loss_bbox_2: 0.1933 loss_giou_2: 0.3226 loss_ce_3: 0.2392 loss_bbox_3: 0.1895 loss_giou_3: 0.3127 loss_ce_4: 0.2277 loss_bbox_4: 0.1849 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0311 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:27] d2.utils.events INFO: eta: 8:41:35 iter: 338599 total_loss: 5.464 loss_ce: 0.269 loss_bbox: 0.1698 loss_giou: 0.3004 loss_ce_0: 0.4797 loss_bbox_0: 0.2912 loss_giou_0: 0.4713 loss_ce_1: 0.3797 loss_bbox_1: 0.2021 loss_giou_1: 0.3543 loss_ce_2: 0.3108 loss_bbox_2: 0.1824 loss_giou_2: 0.3138 loss_ce_3: 0.2801 loss_bbox_3: 0.1763 loss_giou_3: 0.3177 loss_ce_4: 0.2691 loss_bbox_4: 0.1723 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:33] d2.utils.events INFO: eta: 8:41:26 iter: 338619 total_loss: 5.449 loss_ce: 0.2506 loss_bbox: 0.1643 loss_giou: 0.3148 loss_ce_0: 0.4658 loss_bbox_0: 0.2907 loss_giou_0: 0.4937 loss_ce_1: 0.3606 loss_bbox_1: 0.1997 loss_giou_1: 0.3617 loss_ce_2: 0.2885 loss_bbox_2: 0.1856 loss_giou_2: 0.3374 loss_ce_3: 0.2622 loss_bbox_3: 0.1703 loss_giou_3: 0.3253 loss_ce_4: 0.2512 loss_bbox_4: 0.1676 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:39] d2.utils.events INFO: eta: 8:41:18 iter: 338639 total_loss: 5.454 loss_ce: 0.2612 loss_bbox: 0.1772 loss_giou: 0.3282 loss_ce_0: 0.4731 loss_bbox_0: 0.2995 loss_giou_0: 0.4828 loss_ce_1: 0.3717 loss_bbox_1: 0.2087 loss_giou_1: 0.3707 loss_ce_2: 0.3088 loss_bbox_2: 0.19 loss_giou_2: 0.3362 loss_ce_3: 0.2772 loss_bbox_3: 0.1811 loss_giou_3: 0.3292 loss_ce_4: 0.2625 loss_bbox_4: 0.1789 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:45] d2.utils.events INFO: eta: 8:41:21 iter: 338659 total_loss: 5.627 loss_ce: 0.2771 loss_bbox: 0.1697 loss_giou: 0.3629 loss_ce_0: 0.477 loss_bbox_0: 0.2995 loss_giou_0: 0.5408 loss_ce_1: 0.3848 loss_bbox_1: 0.1994 loss_giou_1: 0.4081 loss_ce_2: 0.3227 loss_bbox_2: 0.1794 loss_giou_2: 0.3773 loss_ce_3: 0.2958 loss_bbox_3: 0.1765 loss_giou_3: 0.3713 loss_ce_4: 0.2802 loss_bbox_4: 0.167 loss_giou_4: 0.3639 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:50] d2.utils.events INFO: eta: 8:41:13 iter: 338679 total_loss: 5.237 loss_ce: 0.2436 loss_bbox: 0.1773 loss_giou: 0.3084 loss_ce_0: 0.4693 loss_bbox_0: 0.3014 loss_giou_0: 0.4857 loss_ce_1: 0.356 loss_bbox_1: 0.2135 loss_giou_1: 0.3557 loss_ce_2: 0.2958 loss_bbox_2: 0.1893 loss_giou_2: 0.325 loss_ce_3: 0.2525 loss_bbox_3: 0.1828 loss_giou_3: 0.3162 loss_ce_4: 0.2461 loss_bbox_4: 0.1771 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 16:51:56] d2.utils.events INFO: eta: 8:41:18 iter: 338699 total_loss: 5.361 loss_ce: 0.2612 loss_bbox: 0.1678 loss_giou: 0.3233 loss_ce_0: 0.4761 loss_bbox_0: 0.2856 loss_giou_0: 0.484 loss_ce_1: 0.3646 loss_bbox_1: 0.2018 loss_giou_1: 0.3681 loss_ce_2: 0.3026 loss_bbox_2: 0.1776 loss_giou_2: 0.3333 loss_ce_3: 0.2899 loss_bbox_3: 0.1744 loss_giou_3: 0.3296 loss_ce_4: 0.2698 loss_bbox_4: 0.173 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:02] d2.utils.events INFO: eta: 8:41:16 iter: 338719 total_loss: 5.064 loss_ce: 0.2458 loss_bbox: 0.1682 loss_giou: 0.3119 loss_ce_0: 0.4547 loss_bbox_0: 0.273 loss_giou_0: 0.4811 loss_ce_1: 0.3521 loss_bbox_1: 0.1994 loss_giou_1: 0.3657 loss_ce_2: 0.3015 loss_bbox_2: 0.1783 loss_giou_2: 0.3231 loss_ce_3: 0.2676 loss_bbox_3: 0.1762 loss_giou_3: 0.3122 loss_ce_4: 0.2524 loss_bbox_4: 0.1711 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:07] d2.utils.events INFO: eta: 8:41:09 iter: 338739 total_loss: 5.303 loss_ce: 0.236 loss_bbox: 0.1668 loss_giou: 0.312 loss_ce_0: 0.4735 loss_bbox_0: 0.2871 loss_giou_0: 0.4974 loss_ce_1: 0.3582 loss_bbox_1: 0.1994 loss_giou_1: 0.3497 loss_ce_2: 0.2916 loss_bbox_2: 0.1828 loss_giou_2: 0.3283 loss_ce_3: 0.2563 loss_bbox_3: 0.1778 loss_giou_3: 0.3263 loss_ce_4: 0.24 loss_bbox_4: 0.1712 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:13] d2.utils.events INFO: eta: 8:41:11 iter: 338759 total_loss: 5.219 loss_ce: 0.2334 loss_bbox: 0.179 loss_giou: 0.3086 loss_ce_0: 0.4499 loss_bbox_0: 0.2926 loss_giou_0: 0.4782 loss_ce_1: 0.3428 loss_bbox_1: 0.2051 loss_giou_1: 0.3494 loss_ce_2: 0.2878 loss_bbox_2: 0.1848 loss_giou_2: 0.326 loss_ce_3: 0.2505 loss_bbox_3: 0.1836 loss_giou_3: 0.3178 loss_ce_4: 0.2388 loss_bbox_4: 0.1814 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:19] d2.utils.events INFO: eta: 8:41:00 iter: 338779 total_loss: 5.155 loss_ce: 0.2591 loss_bbox: 0.1687 loss_giou: 0.3247 loss_ce_0: 0.4801 loss_bbox_0: 0.2959 loss_giou_0: 0.5112 loss_ce_1: 0.3518 loss_bbox_1: 0.2015 loss_giou_1: 0.3819 loss_ce_2: 0.3073 loss_bbox_2: 0.1818 loss_giou_2: 0.3496 loss_ce_3: 0.2693 loss_bbox_3: 0.1726 loss_giou_3: 0.3348 loss_ce_4: 0.2649 loss_bbox_4: 0.1693 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:25] d2.utils.events INFO: eta: 8:40:52 iter: 338799 total_loss: 5.393 loss_ce: 0.2551 loss_bbox: 0.1715 loss_giou: 0.3361 loss_ce_0: 0.4705 loss_bbox_0: 0.2882 loss_giou_0: 0.4912 loss_ce_1: 0.3624 loss_bbox_1: 0.2029 loss_giou_1: 0.3854 loss_ce_2: 0.3034 loss_bbox_2: 0.1819 loss_giou_2: 0.348 loss_ce_3: 0.2744 loss_bbox_3: 0.177 loss_giou_3: 0.3395 loss_ce_4: 0.2554 loss_bbox_4: 0.1737 loss_giou_4: 0.3395 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:30] d2.utils.events INFO: eta: 8:40:44 iter: 338819 total_loss: 4.992 loss_ce: 0.2271 loss_bbox: 0.1779 loss_giou: 0.2823 loss_ce_0: 0.4562 loss_bbox_0: 0.3175 loss_giou_0: 0.4348 loss_ce_1: 0.3476 loss_bbox_1: 0.209 loss_giou_1: 0.3277 loss_ce_2: 0.2727 loss_bbox_2: 0.1963 loss_giou_2: 0.3097 loss_ce_3: 0.2476 loss_bbox_3: 0.1869 loss_giou_3: 0.2976 loss_ce_4: 0.2299 loss_bbox_4: 0.1835 loss_giou_4: 0.2896 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:36] d2.utils.events INFO: eta: 8:40:36 iter: 338839 total_loss: 5.031 loss_ce: 0.2382 loss_bbox: 0.1683 loss_giou: 0.3208 loss_ce_0: 0.4577 loss_bbox_0: 0.2818 loss_giou_0: 0.4866 loss_ce_1: 0.3426 loss_bbox_1: 0.1974 loss_giou_1: 0.3682 loss_ce_2: 0.2842 loss_bbox_2: 0.1762 loss_giou_2: 0.3385 loss_ce_3: 0.2522 loss_bbox_3: 0.1674 loss_giou_3: 0.3278 loss_ce_4: 0.242 loss_bbox_4: 0.1692 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:42] d2.utils.events INFO: eta: 8:40:24 iter: 338859 total_loss: 5.286 loss_ce: 0.2606 loss_bbox: 0.1671 loss_giou: 0.3191 loss_ce_0: 0.4806 loss_bbox_0: 0.2813 loss_giou_0: 0.5034 loss_ce_1: 0.3707 loss_bbox_1: 0.194 loss_giou_1: 0.3721 loss_ce_2: 0.3025 loss_bbox_2: 0.1819 loss_giou_2: 0.3442 loss_ce_3: 0.2766 loss_bbox_3: 0.1717 loss_giou_3: 0.3316 loss_ce_4: 0.2592 loss_bbox_4: 0.1646 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:47] d2.utils.events INFO: eta: 8:40:16 iter: 338879 total_loss: 5.329 loss_ce: 0.2664 loss_bbox: 0.1725 loss_giou: 0.2987 loss_ce_0: 0.4717 loss_bbox_0: 0.2914 loss_giou_0: 0.5164 loss_ce_1: 0.3613 loss_bbox_1: 0.1975 loss_giou_1: 0.3513 loss_ce_2: 0.3104 loss_bbox_2: 0.1801 loss_giou_2: 0.3169 loss_ce_3: 0.2838 loss_bbox_3: 0.1771 loss_giou_3: 0.3079 loss_ce_4: 0.2653 loss_bbox_4: 0.1751 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:53] d2.utils.events INFO: eta: 8:40:22 iter: 338899 total_loss: 5.178 loss_ce: 0.248 loss_bbox: 0.1638 loss_giou: 0.3111 loss_ce_0: 0.4778 loss_bbox_0: 0.275 loss_giou_0: 0.511 loss_ce_1: 0.3627 loss_bbox_1: 0.1923 loss_giou_1: 0.3645 loss_ce_2: 0.2886 loss_bbox_2: 0.1745 loss_giou_2: 0.3385 loss_ce_3: 0.2549 loss_bbox_3: 0.1674 loss_giou_3: 0.3252 loss_ce_4: 0.2474 loss_bbox_4: 0.1611 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 16:52:59] d2.utils.events INFO: eta: 8:40:20 iter: 338919 total_loss: 5.482 loss_ce: 0.2566 loss_bbox: 0.1723 loss_giou: 0.3205 loss_ce_0: 0.4951 loss_bbox_0: 0.3117 loss_giou_0: 0.5154 loss_ce_1: 0.3678 loss_bbox_1: 0.2158 loss_giou_1: 0.3686 loss_ce_2: 0.3056 loss_bbox_2: 0.1869 loss_giou_2: 0.3404 loss_ce_3: 0.2647 loss_bbox_3: 0.1837 loss_giou_3: 0.3334 loss_ce_4: 0.2617 loss_bbox_4: 0.1789 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0207 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:04] d2.utils.events INFO: eta: 8:40:15 iter: 338939 total_loss: 5.322 loss_ce: 0.2544 loss_bbox: 0.1635 loss_giou: 0.3286 loss_ce_0: 0.4601 loss_bbox_0: 0.2759 loss_giou_0: 0.5242 loss_ce_1: 0.3661 loss_bbox_1: 0.1974 loss_giou_1: 0.3616 loss_ce_2: 0.3017 loss_bbox_2: 0.1745 loss_giou_2: 0.3405 loss_ce_3: 0.2628 loss_bbox_3: 0.1733 loss_giou_3: 0.3316 loss_ce_4: 0.2592 loss_bbox_4: 0.1664 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:10] d2.utils.events INFO: eta: 8:40:20 iter: 338959 total_loss: 5.246 loss_ce: 0.255 loss_bbox: 0.1736 loss_giou: 0.3245 loss_ce_0: 0.4655 loss_bbox_0: 0.3079 loss_giou_0: 0.5073 loss_ce_1: 0.3493 loss_bbox_1: 0.2123 loss_giou_1: 0.3718 loss_ce_2: 0.2852 loss_bbox_2: 0.1886 loss_giou_2: 0.3488 loss_ce_3: 0.2618 loss_bbox_3: 0.1801 loss_giou_3: 0.3328 loss_ce_4: 0.2514 loss_bbox_4: 0.1753 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:16] d2.utils.events INFO: eta: 8:40:10 iter: 338979 total_loss: 5.113 loss_ce: 0.2358 loss_bbox: 0.1579 loss_giou: 0.3015 loss_ce_0: 0.4636 loss_bbox_0: 0.2886 loss_giou_0: 0.4761 loss_ce_1: 0.3512 loss_bbox_1: 0.1906 loss_giou_1: 0.3488 loss_ce_2: 0.2858 loss_bbox_2: 0.1764 loss_giou_2: 0.3288 loss_ce_3: 0.256 loss_bbox_3: 0.1608 loss_giou_3: 0.3175 loss_ce_4: 0.2426 loss_bbox_4: 0.1565 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:22] d2.utils.events INFO: eta: 8:39:58 iter: 338999 total_loss: 5.406 loss_ce: 0.2519 loss_bbox: 0.1649 loss_giou: 0.3073 loss_ce_0: 0.4891 loss_bbox_0: 0.2924 loss_giou_0: 0.4961 loss_ce_1: 0.3738 loss_bbox_1: 0.2007 loss_giou_1: 0.365 loss_ce_2: 0.3147 loss_bbox_2: 0.1804 loss_giou_2: 0.3313 loss_ce_3: 0.2719 loss_bbox_3: 0.1719 loss_giou_3: 0.3151 loss_ce_4: 0.2521 loss_bbox_4: 0.1723 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:27] d2.utils.events INFO: eta: 8:39:59 iter: 339019 total_loss: 5.265 loss_ce: 0.2417 loss_bbox: 0.168 loss_giou: 0.3295 loss_ce_0: 0.4728 loss_bbox_0: 0.2968 loss_giou_0: 0.492 loss_ce_1: 0.3435 loss_bbox_1: 0.1955 loss_giou_1: 0.3583 loss_ce_2: 0.2849 loss_bbox_2: 0.1827 loss_giou_2: 0.3455 loss_ce_3: 0.2607 loss_bbox_3: 0.1732 loss_giou_3: 0.3407 loss_ce_4: 0.2417 loss_bbox_4: 0.1701 loss_giou_4: 0.3406 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:33] d2.utils.events INFO: eta: 8:39:49 iter: 339039 total_loss: 5.208 loss_ce: 0.2561 loss_bbox: 0.1787 loss_giou: 0.3043 loss_ce_0: 0.4979 loss_bbox_0: 0.2987 loss_giou_0: 0.4589 loss_ce_1: 0.3771 loss_bbox_1: 0.1967 loss_giou_1: 0.3436 loss_ce_2: 0.3179 loss_bbox_2: 0.1823 loss_giou_2: 0.3226 loss_ce_3: 0.2735 loss_bbox_3: 0.1774 loss_giou_3: 0.314 loss_ce_4: 0.2585 loss_bbox_4: 0.1775 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:39] d2.utils.events INFO: eta: 8:39:54 iter: 339059 total_loss: 5.516 loss_ce: 0.2799 loss_bbox: 0.1756 loss_giou: 0.3417 loss_ce_0: 0.4782 loss_bbox_0: 0.2901 loss_giou_0: 0.5138 loss_ce_1: 0.3734 loss_bbox_1: 0.2029 loss_giou_1: 0.3869 loss_ce_2: 0.3235 loss_bbox_2: 0.1857 loss_giou_2: 0.3604 loss_ce_3: 0.282 loss_bbox_3: 0.1821 loss_giou_3: 0.3498 loss_ce_4: 0.2862 loss_bbox_4: 0.178 loss_giou_4: 0.3473 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:44] d2.utils.events INFO: eta: 8:40:13 iter: 339079 total_loss: 5.397 loss_ce: 0.2578 loss_bbox: 0.1774 loss_giou: 0.3362 loss_ce_0: 0.4821 loss_bbox_0: 0.2927 loss_giou_0: 0.5289 loss_ce_1: 0.377 loss_bbox_1: 0.2041 loss_giou_1: 0.3865 loss_ce_2: 0.3084 loss_bbox_2: 0.182 loss_giou_2: 0.353 loss_ce_3: 0.2653 loss_bbox_3: 0.1817 loss_giou_3: 0.3505 loss_ce_4: 0.2519 loss_bbox_4: 0.182 loss_giou_4: 0.341 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:50] d2.utils.events INFO: eta: 8:40:16 iter: 339099 total_loss: 5.19 loss_ce: 0.2436 loss_bbox: 0.1672 loss_giou: 0.3198 loss_ce_0: 0.4674 loss_bbox_0: 0.2862 loss_giou_0: 0.4836 loss_ce_1: 0.3732 loss_bbox_1: 0.1999 loss_giou_1: 0.3683 loss_ce_2: 0.2906 loss_bbox_2: 0.1786 loss_giou_2: 0.3376 loss_ce_3: 0.2565 loss_bbox_3: 0.1721 loss_giou_3: 0.3284 loss_ce_4: 0.2475 loss_bbox_4: 0.1684 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:53:56] d2.utils.events INFO: eta: 8:40:00 iter: 339119 total_loss: 5.552 loss_ce: 0.2782 loss_bbox: 0.1819 loss_giou: 0.3331 loss_ce_0: 0.4696 loss_bbox_0: 0.2984 loss_giou_0: 0.4999 loss_ce_1: 0.381 loss_bbox_1: 0.2072 loss_giou_1: 0.3753 loss_ce_2: 0.3143 loss_bbox_2: 0.1908 loss_giou_2: 0.3434 loss_ce_3: 0.2797 loss_bbox_3: 0.1791 loss_giou_3: 0.3403 loss_ce_4: 0.277 loss_bbox_4: 0.1796 loss_giou_4: 0.337 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:01] d2.utils.events INFO: eta: 8:39:52 iter: 339139 total_loss: 5.429 loss_ce: 0.2657 loss_bbox: 0.1714 loss_giou: 0.32 loss_ce_0: 0.494 loss_bbox_0: 0.2854 loss_giou_0: 0.5207 loss_ce_1: 0.3685 loss_bbox_1: 0.2023 loss_giou_1: 0.3742 loss_ce_2: 0.3111 loss_bbox_2: 0.1822 loss_giou_2: 0.343 loss_ce_3: 0.2703 loss_bbox_3: 0.1783 loss_giou_3: 0.3287 loss_ce_4: 0.2659 loss_bbox_4: 0.1724 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:07] d2.utils.events INFO: eta: 8:39:46 iter: 339159 total_loss: 5.447 loss_ce: 0.2624 loss_bbox: 0.1801 loss_giou: 0.3015 loss_ce_0: 0.469 loss_bbox_0: 0.308 loss_giou_0: 0.462 loss_ce_1: 0.3749 loss_bbox_1: 0.2216 loss_giou_1: 0.3461 loss_ce_2: 0.3107 loss_bbox_2: 0.1914 loss_giou_2: 0.3179 loss_ce_3: 0.2746 loss_bbox_3: 0.1858 loss_giou_3: 0.3099 loss_ce_4: 0.2618 loss_bbox_4: 0.1812 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:13] d2.utils.events INFO: eta: 8:39:20 iter: 339179 total_loss: 5.043 loss_ce: 0.2611 loss_bbox: 0.1592 loss_giou: 0.3002 loss_ce_0: 0.4633 loss_bbox_0: 0.2985 loss_giou_0: 0.4801 loss_ce_1: 0.3609 loss_bbox_1: 0.1943 loss_giou_1: 0.3578 loss_ce_2: 0.3046 loss_bbox_2: 0.1787 loss_giou_2: 0.3262 loss_ce_3: 0.2653 loss_bbox_3: 0.1693 loss_giou_3: 0.3109 loss_ce_4: 0.2557 loss_bbox_4: 0.1627 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:19] d2.utils.events INFO: eta: 8:39:05 iter: 339199 total_loss: 4.926 loss_ce: 0.2382 loss_bbox: 0.1686 loss_giou: 0.2988 loss_ce_0: 0.4522 loss_bbox_0: 0.2931 loss_giou_0: 0.4577 loss_ce_1: 0.3488 loss_bbox_1: 0.2008 loss_giou_1: 0.345 loss_ce_2: 0.2923 loss_bbox_2: 0.177 loss_giou_2: 0.3121 loss_ce_3: 0.2579 loss_bbox_3: 0.1722 loss_giou_3: 0.3076 loss_ce_4: 0.2414 loss_bbox_4: 0.1679 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:24] d2.utils.events INFO: eta: 8:39:09 iter: 339219 total_loss: 5.156 loss_ce: 0.2359 loss_bbox: 0.16 loss_giou: 0.31 loss_ce_0: 0.4848 loss_bbox_0: 0.3002 loss_giou_0: 0.4932 loss_ce_1: 0.3598 loss_bbox_1: 0.1951 loss_giou_1: 0.3487 loss_ce_2: 0.3012 loss_bbox_2: 0.1742 loss_giou_2: 0.3283 loss_ce_3: 0.2532 loss_bbox_3: 0.1672 loss_giou_3: 0.3213 loss_ce_4: 0.2387 loss_bbox_4: 0.1611 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:30] d2.utils.events INFO: eta: 8:38:54 iter: 339239 total_loss: 5.386 loss_ce: 0.2606 loss_bbox: 0.1721 loss_giou: 0.3166 loss_ce_0: 0.4721 loss_bbox_0: 0.2866 loss_giou_0: 0.4915 loss_ce_1: 0.3667 loss_bbox_1: 0.203 loss_giou_1: 0.3693 loss_ce_2: 0.3196 loss_bbox_2: 0.185 loss_giou_2: 0.3346 loss_ce_3: 0.2844 loss_bbox_3: 0.1709 loss_giou_3: 0.3252 loss_ce_4: 0.2729 loss_bbox_4: 0.1711 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:36] d2.utils.events INFO: eta: 8:39:22 iter: 339259 total_loss: 5.493 loss_ce: 0.2626 loss_bbox: 0.1718 loss_giou: 0.355 loss_ce_0: 0.4913 loss_bbox_0: 0.2988 loss_giou_0: 0.5086 loss_ce_1: 0.3779 loss_bbox_1: 0.2005 loss_giou_1: 0.3917 loss_ce_2: 0.3123 loss_bbox_2: 0.1793 loss_giou_2: 0.3702 loss_ce_3: 0.2817 loss_bbox_3: 0.1715 loss_giou_3: 0.3613 loss_ce_4: 0.265 loss_bbox_4: 0.1697 loss_giou_4: 0.3557 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:41] d2.utils.events INFO: eta: 8:38:56 iter: 339279 total_loss: 5.558 loss_ce: 0.2562 loss_bbox: 0.1889 loss_giou: 0.336 loss_ce_0: 0.4634 loss_bbox_0: 0.3087 loss_giou_0: 0.5156 loss_ce_1: 0.3691 loss_bbox_1: 0.2197 loss_giou_1: 0.3819 loss_ce_2: 0.3151 loss_bbox_2: 0.2043 loss_giou_2: 0.3473 loss_ce_3: 0.2775 loss_bbox_3: 0.1981 loss_giou_3: 0.3401 loss_ce_4: 0.2556 loss_bbox_4: 0.1898 loss_giou_4: 0.3368 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:47] d2.utils.events INFO: eta: 8:38:51 iter: 339299 total_loss: 5.348 loss_ce: 0.269 loss_bbox: 0.1665 loss_giou: 0.3253 loss_ce_0: 0.4747 loss_bbox_0: 0.3013 loss_giou_0: 0.5376 loss_ce_1: 0.3735 loss_bbox_1: 0.2044 loss_giou_1: 0.3965 loss_ce_2: 0.3168 loss_bbox_2: 0.1812 loss_giou_2: 0.3514 loss_ce_3: 0.2793 loss_bbox_3: 0.1722 loss_giou_3: 0.3337 loss_ce_4: 0.2717 loss_bbox_4: 0.1685 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:53] d2.utils.events INFO: eta: 8:38:45 iter: 339319 total_loss: 5.392 loss_ce: 0.2529 loss_bbox: 0.1713 loss_giou: 0.3284 loss_ce_0: 0.4639 loss_bbox_0: 0.2841 loss_giou_0: 0.511 loss_ce_1: 0.3509 loss_bbox_1: 0.2046 loss_giou_1: 0.3743 loss_ce_2: 0.2844 loss_bbox_2: 0.1836 loss_giou_2: 0.3459 loss_ce_3: 0.2666 loss_bbox_3: 0.1765 loss_giou_3: 0.3386 loss_ce_4: 0.2565 loss_bbox_4: 0.1743 loss_giou_4: 0.3393 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:54:59] d2.utils.events INFO: eta: 8:38:56 iter: 339339 total_loss: 5.498 loss_ce: 0.2657 loss_bbox: 0.1807 loss_giou: 0.3066 loss_ce_0: 0.4747 loss_bbox_0: 0.3215 loss_giou_0: 0.4837 loss_ce_1: 0.3656 loss_bbox_1: 0.2168 loss_giou_1: 0.3602 loss_ce_2: 0.3122 loss_bbox_2: 0.196 loss_giou_2: 0.3225 loss_ce_3: 0.2817 loss_bbox_3: 0.1839 loss_giou_3: 0.3168 loss_ce_4: 0.2671 loss_bbox_4: 0.1878 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:05] d2.utils.events INFO: eta: 8:39:06 iter: 339359 total_loss: 5.244 loss_ce: 0.2379 loss_bbox: 0.1767 loss_giou: 0.3311 loss_ce_0: 0.4653 loss_bbox_0: 0.2977 loss_giou_0: 0.4962 loss_ce_1: 0.3571 loss_bbox_1: 0.2096 loss_giou_1: 0.3676 loss_ce_2: 0.292 loss_bbox_2: 0.1922 loss_giou_2: 0.3485 loss_ce_3: 0.2526 loss_bbox_3: 0.184 loss_giou_3: 0.3349 loss_ce_4: 0.2395 loss_bbox_4: 0.1816 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:10] d2.utils.events INFO: eta: 8:38:50 iter: 339379 total_loss: 5.224 loss_ce: 0.2438 loss_bbox: 0.1683 loss_giou: 0.3238 loss_ce_0: 0.4754 loss_bbox_0: 0.2947 loss_giou_0: 0.4846 loss_ce_1: 0.3576 loss_bbox_1: 0.2009 loss_giou_1: 0.3679 loss_ce_2: 0.306 loss_bbox_2: 0.1772 loss_giou_2: 0.3332 loss_ce_3: 0.2663 loss_bbox_3: 0.1733 loss_giou_3: 0.3278 loss_ce_4: 0.2542 loss_bbox_4: 0.1646 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:16] d2.utils.events INFO: eta: 8:38:29 iter: 339399 total_loss: 5.425 loss_ce: 0.2602 loss_bbox: 0.173 loss_giou: 0.3266 loss_ce_0: 0.4707 loss_bbox_0: 0.2968 loss_giou_0: 0.5107 loss_ce_1: 0.3687 loss_bbox_1: 0.2056 loss_giou_1: 0.377 loss_ce_2: 0.3149 loss_bbox_2: 0.1812 loss_giou_2: 0.3473 loss_ce_3: 0.2777 loss_bbox_3: 0.179 loss_giou_3: 0.3408 loss_ce_4: 0.2624 loss_bbox_4: 0.1772 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:22] d2.utils.events INFO: eta: 8:38:01 iter: 339419 total_loss: 5.44 loss_ce: 0.2567 loss_bbox: 0.172 loss_giou: 0.3285 loss_ce_0: 0.4707 loss_bbox_0: 0.3045 loss_giou_0: 0.4954 loss_ce_1: 0.3789 loss_bbox_1: 0.2049 loss_giou_1: 0.3754 loss_ce_2: 0.3145 loss_bbox_2: 0.1952 loss_giou_2: 0.3519 loss_ce_3: 0.275 loss_bbox_3: 0.1861 loss_giou_3: 0.3381 loss_ce_4: 0.2584 loss_bbox_4: 0.1799 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:27] d2.utils.events INFO: eta: 8:37:56 iter: 339439 total_loss: 5.462 loss_ce: 0.2712 loss_bbox: 0.1718 loss_giou: 0.3414 loss_ce_0: 0.4769 loss_bbox_0: 0.2882 loss_giou_0: 0.5139 loss_ce_1: 0.3576 loss_bbox_1: 0.1949 loss_giou_1: 0.386 loss_ce_2: 0.3196 loss_bbox_2: 0.1823 loss_giou_2: 0.3662 loss_ce_3: 0.2868 loss_bbox_3: 0.1715 loss_giou_3: 0.3544 loss_ce_4: 0.2789 loss_bbox_4: 0.1683 loss_giou_4: 0.3507 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:33] d2.utils.events INFO: eta: 8:37:54 iter: 339459 total_loss: 5.014 loss_ce: 0.2324 loss_bbox: 0.1557 loss_giou: 0.3134 loss_ce_0: 0.4551 loss_bbox_0: 0.2858 loss_giou_0: 0.4996 loss_ce_1: 0.3416 loss_bbox_1: 0.1908 loss_giou_1: 0.3638 loss_ce_2: 0.2824 loss_bbox_2: 0.1742 loss_giou_2: 0.3344 loss_ce_3: 0.2457 loss_bbox_3: 0.1662 loss_giou_3: 0.325 loss_ce_4: 0.2386 loss_bbox_4: 0.1575 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:39] d2.utils.events INFO: eta: 8:37:40 iter: 339479 total_loss: 5.11 loss_ce: 0.229 loss_bbox: 0.1692 loss_giou: 0.3164 loss_ce_0: 0.4498 loss_bbox_0: 0.2807 loss_giou_0: 0.4846 loss_ce_1: 0.3353 loss_bbox_1: 0.1957 loss_giou_1: 0.3605 loss_ce_2: 0.2753 loss_bbox_2: 0.1806 loss_giou_2: 0.3309 loss_ce_3: 0.2422 loss_bbox_3: 0.1791 loss_giou_3: 0.3285 loss_ce_4: 0.232 loss_bbox_4: 0.1733 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:44] d2.utils.events INFO: eta: 8:37:24 iter: 339499 total_loss: 5.253 loss_ce: 0.2627 loss_bbox: 0.163 loss_giou: 0.3307 loss_ce_0: 0.4697 loss_bbox_0: 0.2974 loss_giou_0: 0.4815 loss_ce_1: 0.3694 loss_bbox_1: 0.1992 loss_giou_1: 0.3729 loss_ce_2: 0.3057 loss_bbox_2: 0.1812 loss_giou_2: 0.3472 loss_ce_3: 0.2821 loss_bbox_3: 0.1666 loss_giou_3: 0.3438 loss_ce_4: 0.2643 loss_bbox_4: 0.1649 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:50] d2.utils.events INFO: eta: 8:37:13 iter: 339519 total_loss: 5.059 loss_ce: 0.2475 loss_bbox: 0.1689 loss_giou: 0.2905 loss_ce_0: 0.4821 loss_bbox_0: 0.284 loss_giou_0: 0.4429 loss_ce_1: 0.3713 loss_bbox_1: 0.1996 loss_giou_1: 0.3392 loss_ce_2: 0.3001 loss_bbox_2: 0.1779 loss_giou_2: 0.3053 loss_ce_3: 0.2688 loss_bbox_3: 0.1731 loss_giou_3: 0.2967 loss_ce_4: 0.2617 loss_bbox_4: 0.1708 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 16:55:56] d2.utils.events INFO: eta: 8:37:12 iter: 339539 total_loss: 5.296 loss_ce: 0.2424 loss_bbox: 0.1758 loss_giou: 0.3252 loss_ce_0: 0.4826 loss_bbox_0: 0.2865 loss_giou_0: 0.4974 loss_ce_1: 0.3764 loss_bbox_1: 0.1999 loss_giou_1: 0.3661 loss_ce_2: 0.3099 loss_bbox_2: 0.1835 loss_giou_2: 0.3392 loss_ce_3: 0.2609 loss_bbox_3: 0.1824 loss_giou_3: 0.3276 loss_ce_4: 0.2462 loss_bbox_4: 0.1788 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:01] d2.utils.events INFO: eta: 8:37:25 iter: 339559 total_loss: 5.225 loss_ce: 0.2511 loss_bbox: 0.1731 loss_giou: 0.2989 loss_ce_0: 0.4742 loss_bbox_0: 0.2951 loss_giou_0: 0.4928 loss_ce_1: 0.3726 loss_bbox_1: 0.2046 loss_giou_1: 0.3664 loss_ce_2: 0.3025 loss_bbox_2: 0.1847 loss_giou_2: 0.3224 loss_ce_3: 0.2742 loss_bbox_3: 0.1809 loss_giou_3: 0.3091 loss_ce_4: 0.2623 loss_bbox_4: 0.1744 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:07] d2.utils.events INFO: eta: 8:37:16 iter: 339579 total_loss: 5.33 loss_ce: 0.2571 loss_bbox: 0.1747 loss_giou: 0.3135 loss_ce_0: 0.4797 loss_bbox_0: 0.2906 loss_giou_0: 0.5004 loss_ce_1: 0.3692 loss_bbox_1: 0.2 loss_giou_1: 0.3563 loss_ce_2: 0.3042 loss_bbox_2: 0.1778 loss_giou_2: 0.3309 loss_ce_3: 0.2711 loss_bbox_3: 0.1736 loss_giou_3: 0.3187 loss_ce_4: 0.2578 loss_bbox_4: 0.1744 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:13] d2.utils.events INFO: eta: 8:37:17 iter: 339599 total_loss: 5.484 loss_ce: 0.2657 loss_bbox: 0.1731 loss_giou: 0.3287 loss_ce_0: 0.4754 loss_bbox_0: 0.297 loss_giou_0: 0.5105 loss_ce_1: 0.3644 loss_bbox_1: 0.2061 loss_giou_1: 0.3818 loss_ce_2: 0.3128 loss_bbox_2: 0.1837 loss_giou_2: 0.3503 loss_ce_3: 0.2757 loss_bbox_3: 0.1832 loss_giou_3: 0.3375 loss_ce_4: 0.2704 loss_bbox_4: 0.1781 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:18] d2.utils.events INFO: eta: 8:37:21 iter: 339619 total_loss: 5.296 loss_ce: 0.239 loss_bbox: 0.1546 loss_giou: 0.3138 loss_ce_0: 0.466 loss_bbox_0: 0.2756 loss_giou_0: 0.4822 loss_ce_1: 0.3635 loss_bbox_1: 0.1877 loss_giou_1: 0.3536 loss_ce_2: 0.2909 loss_bbox_2: 0.1711 loss_giou_2: 0.3319 loss_ce_3: 0.2604 loss_bbox_3: 0.1638 loss_giou_3: 0.3217 loss_ce_4: 0.2502 loss_bbox_4: 0.1596 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:24] d2.utils.events INFO: eta: 8:37:26 iter: 339639 total_loss: 5.079 loss_ce: 0.2462 loss_bbox: 0.1732 loss_giou: 0.2937 loss_ce_0: 0.4544 loss_bbox_0: 0.2951 loss_giou_0: 0.4498 loss_ce_1: 0.3514 loss_bbox_1: 0.2002 loss_giou_1: 0.3418 loss_ce_2: 0.2921 loss_bbox_2: 0.1835 loss_giou_2: 0.3151 loss_ce_3: 0.2564 loss_bbox_3: 0.1782 loss_giou_3: 0.3031 loss_ce_4: 0.2399 loss_bbox_4: 0.176 loss_giou_4: 0.2993 time: 0.2800 data_time: 0.0321 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:30] d2.utils.events INFO: eta: 8:36:59 iter: 339659 total_loss: 5.318 loss_ce: 0.2434 loss_bbox: 0.1799 loss_giou: 0.3337 loss_ce_0: 0.4624 loss_bbox_0: 0.3026 loss_giou_0: 0.5135 loss_ce_1: 0.3448 loss_bbox_1: 0.2094 loss_giou_1: 0.3846 loss_ce_2: 0.277 loss_bbox_2: 0.1935 loss_giou_2: 0.3511 loss_ce_3: 0.2548 loss_bbox_3: 0.1866 loss_giou_3: 0.3446 loss_ce_4: 0.243 loss_bbox_4: 0.186 loss_giou_4: 0.3385 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:36] d2.utils.events INFO: eta: 8:36:58 iter: 339679 total_loss: 5.402 loss_ce: 0.2444 loss_bbox: 0.1604 loss_giou: 0.3277 loss_ce_0: 0.4848 loss_bbox_0: 0.2961 loss_giou_0: 0.5186 loss_ce_1: 0.3723 loss_bbox_1: 0.1989 loss_giou_1: 0.3785 loss_ce_2: 0.2968 loss_bbox_2: 0.1712 loss_giou_2: 0.3455 loss_ce_3: 0.2697 loss_bbox_3: 0.1671 loss_giou_3: 0.3401 loss_ce_4: 0.2546 loss_bbox_4: 0.162 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:41] d2.utils.events INFO: eta: 8:36:38 iter: 339699 total_loss: 5.391 loss_ce: 0.2702 loss_bbox: 0.1747 loss_giou: 0.3081 loss_ce_0: 0.48 loss_bbox_0: 0.2967 loss_giou_0: 0.4833 loss_ce_1: 0.3779 loss_bbox_1: 0.2005 loss_giou_1: 0.3472 loss_ce_2: 0.3196 loss_bbox_2: 0.1831 loss_giou_2: 0.3242 loss_ce_3: 0.2868 loss_bbox_3: 0.1812 loss_giou_3: 0.3148 loss_ce_4: 0.2828 loss_bbox_4: 0.1755 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:47] d2.utils.events INFO: eta: 8:36:27 iter: 339719 total_loss: 5.394 loss_ce: 0.2514 loss_bbox: 0.174 loss_giou: 0.3286 loss_ce_0: 0.4671 loss_bbox_0: 0.2901 loss_giou_0: 0.5065 loss_ce_1: 0.3595 loss_bbox_1: 0.2081 loss_giou_1: 0.3893 loss_ce_2: 0.3 loss_bbox_2: 0.1806 loss_giou_2: 0.3528 loss_ce_3: 0.2621 loss_bbox_3: 0.179 loss_giou_3: 0.3347 loss_ce_4: 0.2516 loss_bbox_4: 0.1796 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:53] d2.utils.events INFO: eta: 8:36:14 iter: 339739 total_loss: 5.339 loss_ce: 0.2541 loss_bbox: 0.1733 loss_giou: 0.3327 loss_ce_0: 0.4613 loss_bbox_0: 0.2885 loss_giou_0: 0.4945 loss_ce_1: 0.3465 loss_bbox_1: 0.2052 loss_giou_1: 0.3828 loss_ce_2: 0.2869 loss_bbox_2: 0.1855 loss_giou_2: 0.3523 loss_ce_3: 0.2638 loss_bbox_3: 0.1835 loss_giou_3: 0.3425 loss_ce_4: 0.254 loss_bbox_4: 0.1762 loss_giou_4: 0.3401 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 16:56:58] d2.utils.events INFO: eta: 8:36:12 iter: 339759 total_loss: 5.47 loss_ce: 0.2689 loss_bbox: 0.1695 loss_giou: 0.327 loss_ce_0: 0.4896 loss_bbox_0: 0.2928 loss_giou_0: 0.4963 loss_ce_1: 0.3705 loss_bbox_1: 0.2036 loss_giou_1: 0.3714 loss_ce_2: 0.3228 loss_bbox_2: 0.1839 loss_giou_2: 0.3453 loss_ce_3: 0.2834 loss_bbox_3: 0.1732 loss_giou_3: 0.3324 loss_ce_4: 0.2712 loss_bbox_4: 0.172 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:04] d2.utils.events INFO: eta: 8:36:10 iter: 339779 total_loss: 5.379 loss_ce: 0.2491 loss_bbox: 0.1597 loss_giou: 0.3221 loss_ce_0: 0.4543 loss_bbox_0: 0.2916 loss_giou_0: 0.4896 loss_ce_1: 0.3618 loss_bbox_1: 0.1955 loss_giou_1: 0.358 loss_ce_2: 0.3007 loss_bbox_2: 0.1782 loss_giou_2: 0.3349 loss_ce_3: 0.2561 loss_bbox_3: 0.1687 loss_giou_3: 0.334 loss_ce_4: 0.2456 loss_bbox_4: 0.1635 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:10] d2.utils.events INFO: eta: 8:36:19 iter: 339799 total_loss: 5.193 loss_ce: 0.2609 loss_bbox: 0.1681 loss_giou: 0.3153 loss_ce_0: 0.4751 loss_bbox_0: 0.2872 loss_giou_0: 0.4946 loss_ce_1: 0.3764 loss_bbox_1: 0.2062 loss_giou_1: 0.3543 loss_ce_2: 0.3163 loss_bbox_2: 0.1892 loss_giou_2: 0.3252 loss_ce_3: 0.2658 loss_bbox_3: 0.1682 loss_giou_3: 0.3203 loss_ce_4: 0.2647 loss_bbox_4: 0.1664 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:15] d2.utils.events INFO: eta: 8:36:14 iter: 339819 total_loss: 5.204 loss_ce: 0.256 loss_bbox: 0.169 loss_giou: 0.3149 loss_ce_0: 0.4639 loss_bbox_0: 0.2879 loss_giou_0: 0.49 loss_ce_1: 0.3587 loss_bbox_1: 0.2079 loss_giou_1: 0.3663 loss_ce_2: 0.3057 loss_bbox_2: 0.1931 loss_giou_2: 0.34 loss_ce_3: 0.2738 loss_bbox_3: 0.1858 loss_giou_3: 0.3267 loss_ce_4: 0.2608 loss_bbox_4: 0.1735 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:21] d2.utils.events INFO: eta: 8:35:59 iter: 339839 total_loss: 5.02 loss_ce: 0.2564 loss_bbox: 0.1734 loss_giou: 0.3096 loss_ce_0: 0.4577 loss_bbox_0: 0.2943 loss_giou_0: 0.4693 loss_ce_1: 0.3591 loss_bbox_1: 0.2081 loss_giou_1: 0.3437 loss_ce_2: 0.2962 loss_bbox_2: 0.1862 loss_giou_2: 0.3186 loss_ce_3: 0.2696 loss_bbox_3: 0.1794 loss_giou_3: 0.3128 loss_ce_4: 0.2557 loss_bbox_4: 0.1771 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:27] d2.utils.events INFO: eta: 8:36:01 iter: 339859 total_loss: 5.27 loss_ce: 0.2449 loss_bbox: 0.176 loss_giou: 0.3122 loss_ce_0: 0.465 loss_bbox_0: 0.2886 loss_giou_0: 0.4996 loss_ce_1: 0.3636 loss_bbox_1: 0.2021 loss_giou_1: 0.3645 loss_ce_2: 0.3103 loss_bbox_2: 0.1823 loss_giou_2: 0.3311 loss_ce_3: 0.2625 loss_bbox_3: 0.1755 loss_giou_3: 0.3269 loss_ce_4: 0.2503 loss_bbox_4: 0.1748 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:32] d2.utils.events INFO: eta: 8:35:57 iter: 339879 total_loss: 5.264 loss_ce: 0.2629 loss_bbox: 0.1785 loss_giou: 0.3207 loss_ce_0: 0.4579 loss_bbox_0: 0.2953 loss_giou_0: 0.5093 loss_ce_1: 0.3667 loss_bbox_1: 0.2105 loss_giou_1: 0.3842 loss_ce_2: 0.3012 loss_bbox_2: 0.1885 loss_giou_2: 0.3541 loss_ce_3: 0.2783 loss_bbox_3: 0.1833 loss_giou_3: 0.34 loss_ce_4: 0.263 loss_bbox_4: 0.1783 loss_giou_4: 0.3294 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:38] d2.utils.events INFO: eta: 8:35:36 iter: 339899 total_loss: 5.404 loss_ce: 0.2382 loss_bbox: 0.173 loss_giou: 0.3167 loss_ce_0: 0.4633 loss_bbox_0: 0.2871 loss_giou_0: 0.4763 loss_ce_1: 0.3572 loss_bbox_1: 0.2057 loss_giou_1: 0.3617 loss_ce_2: 0.3011 loss_bbox_2: 0.1908 loss_giou_2: 0.3333 loss_ce_3: 0.2659 loss_bbox_3: 0.1795 loss_giou_3: 0.3222 loss_ce_4: 0.2474 loss_bbox_4: 0.1733 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:44] d2.utils.events INFO: eta: 8:35:16 iter: 339919 total_loss: 5.086 loss_ce: 0.2378 loss_bbox: 0.1571 loss_giou: 0.3021 loss_ce_0: 0.4703 loss_bbox_0: 0.2774 loss_giou_0: 0.4658 loss_ce_1: 0.3387 loss_bbox_1: 0.1946 loss_giou_1: 0.3498 loss_ce_2: 0.2818 loss_bbox_2: 0.175 loss_giou_2: 0.3137 loss_ce_3: 0.253 loss_bbox_3: 0.1636 loss_giou_3: 0.3111 loss_ce_4: 0.2342 loss_bbox_4: 0.1624 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:49] d2.utils.events INFO: eta: 8:35:17 iter: 339939 total_loss: 5.142 loss_ce: 0.2608 loss_bbox: 0.1554 loss_giou: 0.3181 loss_ce_0: 0.4816 loss_bbox_0: 0.2805 loss_giou_0: 0.5028 loss_ce_1: 0.3726 loss_bbox_1: 0.1952 loss_giou_1: 0.3748 loss_ce_2: 0.3046 loss_bbox_2: 0.1671 loss_giou_2: 0.3367 loss_ce_3: 0.267 loss_bbox_3: 0.1634 loss_giou_3: 0.3303 loss_ce_4: 0.2575 loss_bbox_4: 0.1597 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 16:57:55] d2.utils.events INFO: eta: 8:35:12 iter: 339959 total_loss: 5.498 loss_ce: 0.2602 loss_bbox: 0.1839 loss_giou: 0.32 loss_ce_0: 0.4801 loss_bbox_0: 0.2924 loss_giou_0: 0.5164 loss_ce_1: 0.3686 loss_bbox_1: 0.2155 loss_giou_1: 0.372 loss_ce_2: 0.3132 loss_bbox_2: 0.1995 loss_giou_2: 0.3368 loss_ce_3: 0.282 loss_bbox_3: 0.193 loss_giou_3: 0.3259 loss_ce_4: 0.2679 loss_bbox_4: 0.1876 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:01] d2.utils.events INFO: eta: 8:35:11 iter: 339979 total_loss: 5.188 loss_ce: 0.2706 loss_bbox: 0.164 loss_giou: 0.295 loss_ce_0: 0.4854 loss_bbox_0: 0.2915 loss_giou_0: 0.4912 loss_ce_1: 0.3669 loss_bbox_1: 0.2042 loss_giou_1: 0.3519 loss_ce_2: 0.3057 loss_bbox_2: 0.186 loss_giou_2: 0.3136 loss_ce_3: 0.2756 loss_bbox_3: 0.1731 loss_giou_3: 0.3031 loss_ce_4: 0.2725 loss_bbox_4: 0.1663 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0283 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:06] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0339999.pth [11/03 16:58:09] d2.utils.events INFO: eta: 8:35:03 iter: 339999 total_loss: 5.459 loss_ce: 0.2737 loss_bbox: 0.1676 loss_giou: 0.3282 loss_ce_0: 0.4849 loss_bbox_0: 0.3074 loss_giou_0: 0.5122 loss_ce_1: 0.3876 loss_bbox_1: 0.2104 loss_giou_1: 0.3887 loss_ce_2: 0.326 loss_bbox_2: 0.1855 loss_giou_2: 0.3507 loss_ce_3: 0.2976 loss_bbox_3: 0.177 loss_giou_3: 0.3487 loss_ce_4: 0.2792 loss_bbox_4: 0.1719 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:14] d2.utils.events INFO: eta: 8:34:57 iter: 340019 total_loss: 5.011 loss_ce: 0.2399 loss_bbox: 0.1701 loss_giou: 0.2995 loss_ce_0: 0.4527 loss_bbox_0: 0.2878 loss_giou_0: 0.473 loss_ce_1: 0.3471 loss_bbox_1: 0.2033 loss_giou_1: 0.3547 loss_ce_2: 0.284 loss_bbox_2: 0.1818 loss_giou_2: 0.3214 loss_ce_3: 0.2468 loss_bbox_3: 0.1743 loss_giou_3: 0.313 loss_ce_4: 0.2408 loss_bbox_4: 0.1699 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:20] d2.utils.events INFO: eta: 8:35:07 iter: 340039 total_loss: 5.453 loss_ce: 0.2559 loss_bbox: 0.161 loss_giou: 0.3397 loss_ce_0: 0.4736 loss_bbox_0: 0.2925 loss_giou_0: 0.5008 loss_ce_1: 0.3568 loss_bbox_1: 0.1912 loss_giou_1: 0.3916 loss_ce_2: 0.3055 loss_bbox_2: 0.1784 loss_giou_2: 0.3601 loss_ce_3: 0.2678 loss_bbox_3: 0.1686 loss_giou_3: 0.3503 loss_ce_4: 0.2522 loss_bbox_4: 0.1644 loss_giou_4: 0.3461 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:26] d2.utils.events INFO: eta: 8:34:41 iter: 340059 total_loss: 5.719 loss_ce: 0.2639 loss_bbox: 0.1863 loss_giou: 0.3443 loss_ce_0: 0.4986 loss_bbox_0: 0.3137 loss_giou_0: 0.5412 loss_ce_1: 0.3855 loss_bbox_1: 0.2205 loss_giou_1: 0.3953 loss_ce_2: 0.3232 loss_bbox_2: 0.2059 loss_giou_2: 0.3625 loss_ce_3: 0.2952 loss_bbox_3: 0.1961 loss_giou_3: 0.3522 loss_ce_4: 0.2702 loss_bbox_4: 0.1903 loss_giou_4: 0.3503 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:31] d2.utils.events INFO: eta: 8:34:33 iter: 340079 total_loss: 5.242 loss_ce: 0.244 loss_bbox: 0.1571 loss_giou: 0.3264 loss_ce_0: 0.4828 loss_bbox_0: 0.2838 loss_giou_0: 0.4919 loss_ce_1: 0.3668 loss_bbox_1: 0.188 loss_giou_1: 0.362 loss_ce_2: 0.2949 loss_bbox_2: 0.1682 loss_giou_2: 0.3313 loss_ce_3: 0.2625 loss_bbox_3: 0.1664 loss_giou_3: 0.3314 loss_ce_4: 0.2435 loss_bbox_4: 0.1624 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:37] d2.utils.events INFO: eta: 8:34:35 iter: 340099 total_loss: 5.428 loss_ce: 0.2534 loss_bbox: 0.1746 loss_giou: 0.3214 loss_ce_0: 0.4793 loss_bbox_0: 0.2997 loss_giou_0: 0.5282 loss_ce_1: 0.3604 loss_bbox_1: 0.2069 loss_giou_1: 0.3719 loss_ce_2: 0.2992 loss_bbox_2: 0.1926 loss_giou_2: 0.3378 loss_ce_3: 0.2669 loss_bbox_3: 0.1799 loss_giou_3: 0.3279 loss_ce_4: 0.2588 loss_bbox_4: 0.1781 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:43] d2.utils.events INFO: eta: 8:34:47 iter: 340119 total_loss: 5.453 loss_ce: 0.2513 loss_bbox: 0.1873 loss_giou: 0.3163 loss_ce_0: 0.4621 loss_bbox_0: 0.3006 loss_giou_0: 0.4735 loss_ce_1: 0.3512 loss_bbox_1: 0.2106 loss_giou_1: 0.3617 loss_ce_2: 0.2877 loss_bbox_2: 0.1982 loss_giou_2: 0.338 loss_ce_3: 0.2624 loss_bbox_3: 0.1876 loss_giou_3: 0.326 loss_ce_4: 0.2496 loss_bbox_4: 0.1903 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:48] d2.utils.events INFO: eta: 8:34:44 iter: 340139 total_loss: 5.126 loss_ce: 0.2415 loss_bbox: 0.1594 loss_giou: 0.313 loss_ce_0: 0.4632 loss_bbox_0: 0.2833 loss_giou_0: 0.5028 loss_ce_1: 0.3324 loss_bbox_1: 0.1904 loss_giou_1: 0.367 loss_ce_2: 0.2689 loss_bbox_2: 0.1783 loss_giou_2: 0.3309 loss_ce_3: 0.2535 loss_bbox_3: 0.1696 loss_giou_3: 0.3197 loss_ce_4: 0.2408 loss_bbox_4: 0.1643 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 16:58:54] d2.utils.events INFO: eta: 8:34:46 iter: 340159 total_loss: 5.462 loss_ce: 0.2402 loss_bbox: 0.1641 loss_giou: 0.3306 loss_ce_0: 0.483 loss_bbox_0: 0.302 loss_giou_0: 0.5393 loss_ce_1: 0.3674 loss_bbox_1: 0.207 loss_giou_1: 0.3901 loss_ce_2: 0.3085 loss_bbox_2: 0.1823 loss_giou_2: 0.3555 loss_ce_3: 0.2779 loss_bbox_3: 0.1704 loss_giou_3: 0.3464 loss_ce_4: 0.2449 loss_bbox_4: 0.1656 loss_giou_4: 0.3368 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:00] d2.utils.events INFO: eta: 8:34:37 iter: 340179 total_loss: 5.628 loss_ce: 0.2551 loss_bbox: 0.1803 loss_giou: 0.3357 loss_ce_0: 0.4814 loss_bbox_0: 0.2957 loss_giou_0: 0.5056 loss_ce_1: 0.3662 loss_bbox_1: 0.2158 loss_giou_1: 0.3848 loss_ce_2: 0.2982 loss_bbox_2: 0.1962 loss_giou_2: 0.3514 loss_ce_3: 0.2763 loss_bbox_3: 0.1832 loss_giou_3: 0.3453 loss_ce_4: 0.2628 loss_bbox_4: 0.1829 loss_giou_4: 0.3408 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:06] d2.utils.events INFO: eta: 8:34:30 iter: 340199 total_loss: 5.243 loss_ce: 0.2503 loss_bbox: 0.174 loss_giou: 0.3222 loss_ce_0: 0.4711 loss_bbox_0: 0.2909 loss_giou_0: 0.5147 loss_ce_1: 0.3744 loss_bbox_1: 0.2089 loss_giou_1: 0.3814 loss_ce_2: 0.3124 loss_bbox_2: 0.183 loss_giou_2: 0.3404 loss_ce_3: 0.277 loss_bbox_3: 0.1794 loss_giou_3: 0.3332 loss_ce_4: 0.2548 loss_bbox_4: 0.1774 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:11] d2.utils.events INFO: eta: 8:34:26 iter: 340219 total_loss: 5.043 loss_ce: 0.2429 loss_bbox: 0.1784 loss_giou: 0.3091 loss_ce_0: 0.4772 loss_bbox_0: 0.3125 loss_giou_0: 0.5005 loss_ce_1: 0.3576 loss_bbox_1: 0.2065 loss_giou_1: 0.3626 loss_ce_2: 0.292 loss_bbox_2: 0.1907 loss_giou_2: 0.3333 loss_ce_3: 0.255 loss_bbox_3: 0.1776 loss_giou_3: 0.319 loss_ce_4: 0.2432 loss_bbox_4: 0.1784 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0218 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:17] d2.utils.events INFO: eta: 8:34:31 iter: 340239 total_loss: 5.125 loss_ce: 0.2422 loss_bbox: 0.1644 loss_giou: 0.3133 loss_ce_0: 0.4536 loss_bbox_0: 0.2839 loss_giou_0: 0.482 loss_ce_1: 0.3451 loss_bbox_1: 0.1983 loss_giou_1: 0.3582 loss_ce_2: 0.2917 loss_bbox_2: 0.1747 loss_giou_2: 0.3211 loss_ce_3: 0.2635 loss_bbox_3: 0.165 loss_giou_3: 0.3169 loss_ce_4: 0.2462 loss_bbox_4: 0.1659 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:23] d2.utils.events INFO: eta: 8:34:12 iter: 340259 total_loss: 5.361 loss_ce: 0.2695 loss_bbox: 0.1815 loss_giou: 0.3219 loss_ce_0: 0.4813 loss_bbox_0: 0.2989 loss_giou_0: 0.4872 loss_ce_1: 0.3647 loss_bbox_1: 0.2051 loss_giou_1: 0.3605 loss_ce_2: 0.3093 loss_bbox_2: 0.1935 loss_giou_2: 0.3391 loss_ce_3: 0.2903 loss_bbox_3: 0.1877 loss_giou_3: 0.3298 loss_ce_4: 0.2739 loss_bbox_4: 0.1827 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:28] d2.utils.events INFO: eta: 8:34:22 iter: 340279 total_loss: 5.713 loss_ce: 0.2621 loss_bbox: 0.1759 loss_giou: 0.3639 loss_ce_0: 0.4903 loss_bbox_0: 0.3075 loss_giou_0: 0.5734 loss_ce_1: 0.377 loss_bbox_1: 0.2006 loss_giou_1: 0.4198 loss_ce_2: 0.323 loss_bbox_2: 0.1897 loss_giou_2: 0.3952 loss_ce_3: 0.294 loss_bbox_3: 0.1843 loss_giou_3: 0.3753 loss_ce_4: 0.2698 loss_bbox_4: 0.1797 loss_giou_4: 0.3684 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:34] d2.utils.events INFO: eta: 8:34:16 iter: 340299 total_loss: 5.261 loss_ce: 0.237 loss_bbox: 0.17 loss_giou: 0.3195 loss_ce_0: 0.4862 loss_bbox_0: 0.2954 loss_giou_0: 0.5063 loss_ce_1: 0.3588 loss_bbox_1: 0.2084 loss_giou_1: 0.3675 loss_ce_2: 0.2929 loss_bbox_2: 0.1829 loss_giou_2: 0.3354 loss_ce_3: 0.2558 loss_bbox_3: 0.1824 loss_giou_3: 0.3264 loss_ce_4: 0.24 loss_bbox_4: 0.1761 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:40] d2.utils.events INFO: eta: 8:34:12 iter: 340319 total_loss: 5.439 loss_ce: 0.2535 loss_bbox: 0.1682 loss_giou: 0.3241 loss_ce_0: 0.4717 loss_bbox_0: 0.2948 loss_giou_0: 0.5195 loss_ce_1: 0.3558 loss_bbox_1: 0.201 loss_giou_1: 0.3776 loss_ce_2: 0.2928 loss_bbox_2: 0.1833 loss_giou_2: 0.3444 loss_ce_3: 0.2652 loss_bbox_3: 0.177 loss_giou_3: 0.3365 loss_ce_4: 0.2568 loss_bbox_4: 0.1745 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:45] d2.utils.events INFO: eta: 8:34:09 iter: 340339 total_loss: 5.478 loss_ce: 0.2541 loss_bbox: 0.1769 loss_giou: 0.3128 loss_ce_0: 0.4796 loss_bbox_0: 0.2867 loss_giou_0: 0.4961 loss_ce_1: 0.3763 loss_bbox_1: 0.2089 loss_giou_1: 0.3658 loss_ce_2: 0.3132 loss_bbox_2: 0.186 loss_giou_2: 0.3375 loss_ce_3: 0.2766 loss_bbox_3: 0.1794 loss_giou_3: 0.3199 loss_ce_4: 0.2543 loss_bbox_4: 0.1762 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:51] d2.utils.events INFO: eta: 8:33:59 iter: 340359 total_loss: 5.291 loss_ce: 0.2541 loss_bbox: 0.1573 loss_giou: 0.3191 loss_ce_0: 0.4752 loss_bbox_0: 0.2827 loss_giou_0: 0.5151 loss_ce_1: 0.3602 loss_bbox_1: 0.1861 loss_giou_1: 0.3639 loss_ce_2: 0.3045 loss_bbox_2: 0.1693 loss_giou_2: 0.3397 loss_ce_3: 0.2637 loss_bbox_3: 0.163 loss_giou_3: 0.334 loss_ce_4: 0.2526 loss_bbox_4: 0.1616 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 16:59:57] d2.utils.events INFO: eta: 8:33:56 iter: 340379 total_loss: 5.513 loss_ce: 0.2553 loss_bbox: 0.1734 loss_giou: 0.3489 loss_ce_0: 0.48 loss_bbox_0: 0.3039 loss_giou_0: 0.5224 loss_ce_1: 0.3629 loss_bbox_1: 0.2041 loss_giou_1: 0.3885 loss_ce_2: 0.3108 loss_bbox_2: 0.1888 loss_giou_2: 0.3677 loss_ce_3: 0.267 loss_bbox_3: 0.1849 loss_giou_3: 0.3618 loss_ce_4: 0.2615 loss_bbox_4: 0.1778 loss_giou_4: 0.3505 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:03] d2.utils.events INFO: eta: 8:33:49 iter: 340399 total_loss: 5.02 loss_ce: 0.2445 loss_bbox: 0.1534 loss_giou: 0.2989 loss_ce_0: 0.4627 loss_bbox_0: 0.279 loss_giou_0: 0.4622 loss_ce_1: 0.3555 loss_bbox_1: 0.1869 loss_giou_1: 0.3434 loss_ce_2: 0.294 loss_bbox_2: 0.1665 loss_giou_2: 0.3118 loss_ce_3: 0.2513 loss_bbox_3: 0.1576 loss_giou_3: 0.3063 loss_ce_4: 0.2407 loss_bbox_4: 0.1582 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:08] d2.utils.events INFO: eta: 8:33:47 iter: 340419 total_loss: 5.205 loss_ce: 0.2496 loss_bbox: 0.1771 loss_giou: 0.3297 loss_ce_0: 0.4771 loss_bbox_0: 0.2824 loss_giou_0: 0.4906 loss_ce_1: 0.3554 loss_bbox_1: 0.2014 loss_giou_1: 0.3611 loss_ce_2: 0.2946 loss_bbox_2: 0.182 loss_giou_2: 0.3384 loss_ce_3: 0.2651 loss_bbox_3: 0.1797 loss_giou_3: 0.3369 loss_ce_4: 0.246 loss_bbox_4: 0.1764 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:14] d2.utils.events INFO: eta: 8:33:51 iter: 340439 total_loss: 5.325 loss_ce: 0.2501 loss_bbox: 0.176 loss_giou: 0.324 loss_ce_0: 0.48 loss_bbox_0: 0.3151 loss_giou_0: 0.4735 loss_ce_1: 0.3603 loss_bbox_1: 0.2164 loss_giou_1: 0.3653 loss_ce_2: 0.2943 loss_bbox_2: 0.1919 loss_giou_2: 0.3425 loss_ce_3: 0.2578 loss_bbox_3: 0.1832 loss_giou_3: 0.3323 loss_ce_4: 0.2429 loss_bbox_4: 0.1796 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:20] d2.utils.events INFO: eta: 8:33:39 iter: 340459 total_loss: 4.973 loss_ce: 0.2405 loss_bbox: 0.1613 loss_giou: 0.2846 loss_ce_0: 0.4716 loss_bbox_0: 0.2743 loss_giou_0: 0.4582 loss_ce_1: 0.3476 loss_bbox_1: 0.1884 loss_giou_1: 0.3351 loss_ce_2: 0.2913 loss_bbox_2: 0.1691 loss_giou_2: 0.3065 loss_ce_3: 0.2626 loss_bbox_3: 0.1606 loss_giou_3: 0.2979 loss_ce_4: 0.2442 loss_bbox_4: 0.1608 loss_giou_4: 0.2883 time: 0.2800 data_time: 0.0334 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:25] d2.utils.events INFO: eta: 8:33:39 iter: 340479 total_loss: 5.174 loss_ce: 0.2436 loss_bbox: 0.1571 loss_giou: 0.309 loss_ce_0: 0.4674 loss_bbox_0: 0.2839 loss_giou_0: 0.4772 loss_ce_1: 0.3582 loss_bbox_1: 0.1938 loss_giou_1: 0.3546 loss_ce_2: 0.2874 loss_bbox_2: 0.1734 loss_giou_2: 0.3201 loss_ce_3: 0.2585 loss_bbox_3: 0.1649 loss_giou_3: 0.3106 loss_ce_4: 0.248 loss_bbox_4: 0.1582 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:31] d2.utils.events INFO: eta: 8:33:34 iter: 340499 total_loss: 5.387 loss_ce: 0.2544 loss_bbox: 0.1796 loss_giou: 0.32 loss_ce_0: 0.4755 loss_bbox_0: 0.3006 loss_giou_0: 0.495 loss_ce_1: 0.3631 loss_bbox_1: 0.2111 loss_giou_1: 0.3651 loss_ce_2: 0.3017 loss_bbox_2: 0.1918 loss_giou_2: 0.3406 loss_ce_3: 0.2767 loss_bbox_3: 0.1857 loss_giou_3: 0.3399 loss_ce_4: 0.2599 loss_bbox_4: 0.1819 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0308 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:37] d2.utils.events INFO: eta: 8:33:36 iter: 340519 total_loss: 5.224 loss_ce: 0.2371 loss_bbox: 0.1604 loss_giou: 0.3232 loss_ce_0: 0.4813 loss_bbox_0: 0.2742 loss_giou_0: 0.4843 loss_ce_1: 0.3587 loss_bbox_1: 0.1968 loss_giou_1: 0.3608 loss_ce_2: 0.2939 loss_bbox_2: 0.1748 loss_giou_2: 0.3311 loss_ce_3: 0.2561 loss_bbox_3: 0.1699 loss_giou_3: 0.3254 loss_ce_4: 0.2356 loss_bbox_4: 0.1618 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0305 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:42] d2.utils.events INFO: eta: 8:33:25 iter: 340539 total_loss: 5.044 loss_ce: 0.2283 loss_bbox: 0.1606 loss_giou: 0.3035 loss_ce_0: 0.4534 loss_bbox_0: 0.285 loss_giou_0: 0.4594 loss_ce_1: 0.3418 loss_bbox_1: 0.1861 loss_giou_1: 0.3436 loss_ce_2: 0.2832 loss_bbox_2: 0.1725 loss_giou_2: 0.3169 loss_ce_3: 0.2472 loss_bbox_3: 0.1638 loss_giou_3: 0.3054 loss_ce_4: 0.2225 loss_bbox_4: 0.1632 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:48] d2.utils.events INFO: eta: 8:33:19 iter: 340559 total_loss: 5.057 loss_ce: 0.2283 loss_bbox: 0.1811 loss_giou: 0.2962 loss_ce_0: 0.4691 loss_bbox_0: 0.2985 loss_giou_0: 0.468 loss_ce_1: 0.3507 loss_bbox_1: 0.211 loss_giou_1: 0.3394 loss_ce_2: 0.2829 loss_bbox_2: 0.1933 loss_giou_2: 0.3152 loss_ce_3: 0.2445 loss_bbox_3: 0.1863 loss_giou_3: 0.31 loss_ce_4: 0.2329 loss_bbox_4: 0.1819 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:54] d2.utils.events INFO: eta: 8:33:17 iter: 340579 total_loss: 5.509 loss_ce: 0.2632 loss_bbox: 0.1799 loss_giou: 0.334 loss_ce_0: 0.4894 loss_bbox_0: 0.3073 loss_giou_0: 0.4951 loss_ce_1: 0.3624 loss_bbox_1: 0.2191 loss_giou_1: 0.3716 loss_ce_2: 0.3113 loss_bbox_2: 0.2007 loss_giou_2: 0.3505 loss_ce_3: 0.281 loss_bbox_3: 0.187 loss_giou_3: 0.3379 loss_ce_4: 0.2688 loss_bbox_4: 0.1845 loss_giou_4: 0.3347 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 17:00:59] d2.utils.events INFO: eta: 8:33:13 iter: 340599 total_loss: 5.224 loss_ce: 0.242 loss_bbox: 0.1671 loss_giou: 0.3146 loss_ce_0: 0.4721 loss_bbox_0: 0.2938 loss_giou_0: 0.4882 loss_ce_1: 0.3484 loss_bbox_1: 0.2093 loss_giou_1: 0.3795 loss_ce_2: 0.2812 loss_bbox_2: 0.186 loss_giou_2: 0.3406 loss_ce_3: 0.2528 loss_bbox_3: 0.1807 loss_giou_3: 0.327 loss_ce_4: 0.2399 loss_bbox_4: 0.1745 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:05] d2.utils.events INFO: eta: 8:33:06 iter: 340619 total_loss: 5.346 loss_ce: 0.258 loss_bbox: 0.1706 loss_giou: 0.33 loss_ce_0: 0.463 loss_bbox_0: 0.2841 loss_giou_0: 0.5121 loss_ce_1: 0.3671 loss_bbox_1: 0.2018 loss_giou_1: 0.3791 loss_ce_2: 0.2976 loss_bbox_2: 0.1843 loss_giou_2: 0.3498 loss_ce_3: 0.2642 loss_bbox_3: 0.1771 loss_giou_3: 0.335 loss_ce_4: 0.2575 loss_bbox_4: 0.1711 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:11] d2.utils.events INFO: eta: 8:32:57 iter: 340639 total_loss: 4.962 loss_ce: 0.2339 loss_bbox: 0.1668 loss_giou: 0.299 loss_ce_0: 0.4706 loss_bbox_0: 0.2859 loss_giou_0: 0.5029 loss_ce_1: 0.3451 loss_bbox_1: 0.189 loss_giou_1: 0.3545 loss_ce_2: 0.2767 loss_bbox_2: 0.1764 loss_giou_2: 0.3258 loss_ce_3: 0.2533 loss_bbox_3: 0.1681 loss_giou_3: 0.3145 loss_ce_4: 0.2353 loss_bbox_4: 0.1714 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:17] d2.utils.events INFO: eta: 8:32:53 iter: 340659 total_loss: 5.464 loss_ce: 0.2594 loss_bbox: 0.1701 loss_giou: 0.3298 loss_ce_0: 0.4791 loss_bbox_0: 0.2906 loss_giou_0: 0.5072 loss_ce_1: 0.3785 loss_bbox_1: 0.2034 loss_giou_1: 0.378 loss_ce_2: 0.3118 loss_bbox_2: 0.1782 loss_giou_2: 0.3502 loss_ce_3: 0.2812 loss_bbox_3: 0.1725 loss_giou_3: 0.3349 loss_ce_4: 0.2748 loss_bbox_4: 0.1704 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:22] d2.utils.events INFO: eta: 8:32:45 iter: 340679 total_loss: 4.998 loss_ce: 0.2366 loss_bbox: 0.1665 loss_giou: 0.2996 loss_ce_0: 0.4731 loss_bbox_0: 0.2968 loss_giou_0: 0.4565 loss_ce_1: 0.3599 loss_bbox_1: 0.1987 loss_giou_1: 0.3427 loss_ce_2: 0.2875 loss_bbox_2: 0.1742 loss_giou_2: 0.3165 loss_ce_3: 0.2598 loss_bbox_3: 0.1741 loss_giou_3: 0.3075 loss_ce_4: 0.2439 loss_bbox_4: 0.1696 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:28] d2.utils.events INFO: eta: 8:32:45 iter: 340699 total_loss: 5.338 loss_ce: 0.2498 loss_bbox: 0.1622 loss_giou: 0.3132 loss_ce_0: 0.4823 loss_bbox_0: 0.2845 loss_giou_0: 0.5053 loss_ce_1: 0.3657 loss_bbox_1: 0.1899 loss_giou_1: 0.365 loss_ce_2: 0.3159 loss_bbox_2: 0.1731 loss_giou_2: 0.3323 loss_ce_3: 0.272 loss_bbox_3: 0.1698 loss_giou_3: 0.3183 loss_ce_4: 0.2656 loss_bbox_4: 0.1663 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:34] d2.utils.events INFO: eta: 8:32:42 iter: 340719 total_loss: 5.312 loss_ce: 0.2429 loss_bbox: 0.1714 loss_giou: 0.3015 loss_ce_0: 0.4692 loss_bbox_0: 0.2911 loss_giou_0: 0.4741 loss_ce_1: 0.3634 loss_bbox_1: 0.1971 loss_giou_1: 0.3511 loss_ce_2: 0.2957 loss_bbox_2: 0.1837 loss_giou_2: 0.3277 loss_ce_3: 0.2658 loss_bbox_3: 0.1773 loss_giou_3: 0.3236 loss_ce_4: 0.2543 loss_bbox_4: 0.1736 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:39] d2.utils.events INFO: eta: 8:32:40 iter: 340739 total_loss: 5.284 loss_ce: 0.2406 loss_bbox: 0.1721 loss_giou: 0.3285 loss_ce_0: 0.4713 loss_bbox_0: 0.2984 loss_giou_0: 0.5014 loss_ce_1: 0.3618 loss_bbox_1: 0.2101 loss_giou_1: 0.3667 loss_ce_2: 0.2957 loss_bbox_2: 0.1913 loss_giou_2: 0.3409 loss_ce_3: 0.2652 loss_bbox_3: 0.1825 loss_giou_3: 0.3376 loss_ce_4: 0.2486 loss_bbox_4: 0.175 loss_giou_4: 0.33 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:45] d2.utils.events INFO: eta: 8:32:37 iter: 340759 total_loss: 5.393 loss_ce: 0.2552 loss_bbox: 0.1547 loss_giou: 0.3169 loss_ce_0: 0.4972 loss_bbox_0: 0.2988 loss_giou_0: 0.4899 loss_ce_1: 0.3769 loss_bbox_1: 0.2041 loss_giou_1: 0.3508 loss_ce_2: 0.3086 loss_bbox_2: 0.1838 loss_giou_2: 0.3328 loss_ce_3: 0.2708 loss_bbox_3: 0.1592 loss_giou_3: 0.3227 loss_ce_4: 0.2742 loss_bbox_4: 0.1581 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:51] d2.utils.events INFO: eta: 8:32:31 iter: 340779 total_loss: 5.189 loss_ce: 0.2488 loss_bbox: 0.1584 loss_giou: 0.3076 loss_ce_0: 0.4814 loss_bbox_0: 0.286 loss_giou_0: 0.4845 loss_ce_1: 0.3623 loss_bbox_1: 0.202 loss_giou_1: 0.3527 loss_ce_2: 0.2939 loss_bbox_2: 0.1791 loss_giou_2: 0.3258 loss_ce_3: 0.2583 loss_bbox_3: 0.1671 loss_giou_3: 0.3133 loss_ce_4: 0.2404 loss_bbox_4: 0.158 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 17:01:57] d2.utils.events INFO: eta: 8:32:28 iter: 340799 total_loss: 5.184 loss_ce: 0.2372 loss_bbox: 0.1748 loss_giou: 0.3354 loss_ce_0: 0.4701 loss_bbox_0: 0.2881 loss_giou_0: 0.5123 loss_ce_1: 0.3522 loss_bbox_1: 0.2083 loss_giou_1: 0.3661 loss_ce_2: 0.2743 loss_bbox_2: 0.1898 loss_giou_2: 0.3501 loss_ce_3: 0.2488 loss_bbox_3: 0.1819 loss_giou_3: 0.3433 loss_ce_4: 0.2394 loss_bbox_4: 0.1769 loss_giou_4: 0.3395 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:02] d2.utils.events INFO: eta: 8:32:24 iter: 340819 total_loss: 5.357 loss_ce: 0.2674 loss_bbox: 0.1703 loss_giou: 0.329 loss_ce_0: 0.4768 loss_bbox_0: 0.2894 loss_giou_0: 0.5105 loss_ce_1: 0.3681 loss_bbox_1: 0.2002 loss_giou_1: 0.3761 loss_ce_2: 0.3062 loss_bbox_2: 0.181 loss_giou_2: 0.3482 loss_ce_3: 0.2836 loss_bbox_3: 0.179 loss_giou_3: 0.3361 loss_ce_4: 0.2663 loss_bbox_4: 0.176 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:08] d2.utils.events INFO: eta: 8:32:18 iter: 340839 total_loss: 5.076 loss_ce: 0.259 loss_bbox: 0.1637 loss_giou: 0.3172 loss_ce_0: 0.4679 loss_bbox_0: 0.285 loss_giou_0: 0.478 loss_ce_1: 0.3653 loss_bbox_1: 0.1971 loss_giou_1: 0.3623 loss_ce_2: 0.2933 loss_bbox_2: 0.1788 loss_giou_2: 0.3386 loss_ce_3: 0.268 loss_bbox_3: 0.1716 loss_giou_3: 0.3271 loss_ce_4: 0.2534 loss_bbox_4: 0.166 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:14] d2.utils.events INFO: eta: 8:32:16 iter: 340859 total_loss: 5.631 loss_ce: 0.2609 loss_bbox: 0.1739 loss_giou: 0.3725 loss_ce_0: 0.4786 loss_bbox_0: 0.3021 loss_giou_0: 0.5453 loss_ce_1: 0.3699 loss_bbox_1: 0.2121 loss_giou_1: 0.4113 loss_ce_2: 0.323 loss_bbox_2: 0.1912 loss_giou_2: 0.3892 loss_ce_3: 0.2928 loss_bbox_3: 0.1874 loss_giou_3: 0.3853 loss_ce_4: 0.2729 loss_bbox_4: 0.1802 loss_giou_4: 0.375 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:19] d2.utils.events INFO: eta: 8:32:06 iter: 340879 total_loss: 5.122 loss_ce: 0.2352 loss_bbox: 0.1638 loss_giou: 0.3296 loss_ce_0: 0.4653 loss_bbox_0: 0.2881 loss_giou_0: 0.522 loss_ce_1: 0.3415 loss_bbox_1: 0.1974 loss_giou_1: 0.375 loss_ce_2: 0.2795 loss_bbox_2: 0.1781 loss_giou_2: 0.3505 loss_ce_3: 0.2597 loss_bbox_3: 0.1737 loss_giou_3: 0.3394 loss_ce_4: 0.2401 loss_bbox_4: 0.1668 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:25] d2.utils.events INFO: eta: 8:32:17 iter: 340899 total_loss: 5.159 loss_ce: 0.2331 loss_bbox: 0.1693 loss_giou: 0.3242 loss_ce_0: 0.4518 loss_bbox_0: 0.2898 loss_giou_0: 0.5158 loss_ce_1: 0.3515 loss_bbox_1: 0.2039 loss_giou_1: 0.3736 loss_ce_2: 0.282 loss_bbox_2: 0.1848 loss_giou_2: 0.3486 loss_ce_3: 0.2567 loss_bbox_3: 0.1748 loss_giou_3: 0.3357 loss_ce_4: 0.2443 loss_bbox_4: 0.172 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:31] d2.utils.events INFO: eta: 8:31:58 iter: 340919 total_loss: 5.174 loss_ce: 0.2692 loss_bbox: 0.1653 loss_giou: 0.3193 loss_ce_0: 0.4674 loss_bbox_0: 0.2858 loss_giou_0: 0.4941 loss_ce_1: 0.3658 loss_bbox_1: 0.1985 loss_giou_1: 0.3613 loss_ce_2: 0.3099 loss_bbox_2: 0.18 loss_giou_2: 0.334 loss_ce_3: 0.2831 loss_bbox_3: 0.1704 loss_giou_3: 0.3227 loss_ce_4: 0.27 loss_bbox_4: 0.168 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:36] d2.utils.events INFO: eta: 8:31:49 iter: 340939 total_loss: 5.356 loss_ce: 0.2448 loss_bbox: 0.1803 loss_giou: 0.3205 loss_ce_0: 0.459 loss_bbox_0: 0.2933 loss_giou_0: 0.4972 loss_ce_1: 0.3549 loss_bbox_1: 0.1992 loss_giou_1: 0.3634 loss_ce_2: 0.2936 loss_bbox_2: 0.1822 loss_giou_2: 0.3326 loss_ce_3: 0.2601 loss_bbox_3: 0.1818 loss_giou_3: 0.3348 loss_ce_4: 0.2372 loss_bbox_4: 0.1825 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:42] d2.utils.events INFO: eta: 8:31:23 iter: 340959 total_loss: 5.151 loss_ce: 0.2462 loss_bbox: 0.1679 loss_giou: 0.3072 loss_ce_0: 0.4857 loss_bbox_0: 0.2924 loss_giou_0: 0.4808 loss_ce_1: 0.3703 loss_bbox_1: 0.2001 loss_giou_1: 0.3565 loss_ce_2: 0.3119 loss_bbox_2: 0.1796 loss_giou_2: 0.3263 loss_ce_3: 0.2649 loss_bbox_3: 0.1747 loss_giou_3: 0.3172 loss_ce_4: 0.2594 loss_bbox_4: 0.1689 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:48] d2.utils.events INFO: eta: 8:31:22 iter: 340979 total_loss: 5.295 loss_ce: 0.2454 loss_bbox: 0.169 loss_giou: 0.3065 loss_ce_0: 0.4778 loss_bbox_0: 0.2952 loss_giou_0: 0.4912 loss_ce_1: 0.3665 loss_bbox_1: 0.2039 loss_giou_1: 0.354 loss_ce_2: 0.3153 loss_bbox_2: 0.1817 loss_giou_2: 0.3184 loss_ce_3: 0.2679 loss_bbox_3: 0.1745 loss_giou_3: 0.3044 loss_ce_4: 0.2523 loss_bbox_4: 0.1728 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:53] d2.utils.events INFO: eta: 8:31:33 iter: 340999 total_loss: 5.36 loss_ce: 0.2506 loss_bbox: 0.1856 loss_giou: 0.3034 loss_ce_0: 0.479 loss_bbox_0: 0.3075 loss_giou_0: 0.4913 loss_ce_1: 0.3669 loss_bbox_1: 0.2159 loss_giou_1: 0.3532 loss_ce_2: 0.3076 loss_bbox_2: 0.1976 loss_giou_2: 0.3288 loss_ce_3: 0.2744 loss_bbox_3: 0.1867 loss_giou_3: 0.3165 loss_ce_4: 0.2547 loss_bbox_4: 0.1862 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 17:02:59] d2.utils.events INFO: eta: 8:31:14 iter: 341019 total_loss: 5.174 loss_ce: 0.2504 loss_bbox: 0.1602 loss_giou: 0.3056 loss_ce_0: 0.4865 loss_bbox_0: 0.2794 loss_giou_0: 0.4942 loss_ce_1: 0.3591 loss_bbox_1: 0.1966 loss_giou_1: 0.3674 loss_ce_2: 0.3067 loss_bbox_2: 0.1753 loss_giou_2: 0.3324 loss_ce_3: 0.2666 loss_bbox_3: 0.1714 loss_giou_3: 0.3211 loss_ce_4: 0.2522 loss_bbox_4: 0.164 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:05] d2.utils.events INFO: eta: 8:31:17 iter: 341039 total_loss: 5.429 loss_ce: 0.2507 loss_bbox: 0.174 loss_giou: 0.3362 loss_ce_0: 0.4865 loss_bbox_0: 0.2919 loss_giou_0: 0.5147 loss_ce_1: 0.3593 loss_bbox_1: 0.2092 loss_giou_1: 0.389 loss_ce_2: 0.3058 loss_bbox_2: 0.1866 loss_giou_2: 0.3608 loss_ce_3: 0.2573 loss_bbox_3: 0.1764 loss_giou_3: 0.3446 loss_ce_4: 0.2589 loss_bbox_4: 0.1728 loss_giou_4: 0.3402 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:11] d2.utils.events INFO: eta: 8:31:16 iter: 341059 total_loss: 5.341 loss_ce: 0.2419 loss_bbox: 0.1799 loss_giou: 0.3188 loss_ce_0: 0.4701 loss_bbox_0: 0.3087 loss_giou_0: 0.4765 loss_ce_1: 0.3628 loss_bbox_1: 0.2113 loss_giou_1: 0.3622 loss_ce_2: 0.3071 loss_bbox_2: 0.1868 loss_giou_2: 0.3367 loss_ce_3: 0.2633 loss_bbox_3: 0.1869 loss_giou_3: 0.3271 loss_ce_4: 0.2503 loss_bbox_4: 0.1829 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:16] d2.utils.events INFO: eta: 8:31:09 iter: 341079 total_loss: 5.227 loss_ce: 0.2557 loss_bbox: 0.1838 loss_giou: 0.3349 loss_ce_0: 0.4898 loss_bbox_0: 0.2888 loss_giou_0: 0.523 loss_ce_1: 0.3684 loss_bbox_1: 0.2074 loss_giou_1: 0.3878 loss_ce_2: 0.2995 loss_bbox_2: 0.1898 loss_giou_2: 0.3566 loss_ce_3: 0.2567 loss_bbox_3: 0.1893 loss_giou_3: 0.3437 loss_ce_4: 0.255 loss_bbox_4: 0.1864 loss_giou_4: 0.3405 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:22] d2.utils.events INFO: eta: 8:30:51 iter: 341099 total_loss: 5.425 loss_ce: 0.2487 loss_bbox: 0.1709 loss_giou: 0.3276 loss_ce_0: 0.4913 loss_bbox_0: 0.2801 loss_giou_0: 0.5041 loss_ce_1: 0.3818 loss_bbox_1: 0.2005 loss_giou_1: 0.3739 loss_ce_2: 0.3013 loss_bbox_2: 0.1841 loss_giou_2: 0.3415 loss_ce_3: 0.2767 loss_bbox_3: 0.1802 loss_giou_3: 0.3358 loss_ce_4: 0.259 loss_bbox_4: 0.1769 loss_giou_4: 0.3338 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:28] d2.utils.events INFO: eta: 8:30:43 iter: 341119 total_loss: 5.25 loss_ce: 0.2391 loss_bbox: 0.1572 loss_giou: 0.3089 loss_ce_0: 0.4698 loss_bbox_0: 0.2819 loss_giou_0: 0.4921 loss_ce_1: 0.3557 loss_bbox_1: 0.1907 loss_giou_1: 0.3559 loss_ce_2: 0.2895 loss_bbox_2: 0.1728 loss_giou_2: 0.3335 loss_ce_3: 0.2591 loss_bbox_3: 0.1651 loss_giou_3: 0.3206 loss_ce_4: 0.2424 loss_bbox_4: 0.1597 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:33] d2.utils.events INFO: eta: 8:30:37 iter: 341139 total_loss: 5.456 loss_ce: 0.2598 loss_bbox: 0.164 loss_giou: 0.3347 loss_ce_0: 0.479 loss_bbox_0: 0.2947 loss_giou_0: 0.5395 loss_ce_1: 0.3699 loss_bbox_1: 0.2009 loss_giou_1: 0.3948 loss_ce_2: 0.3114 loss_bbox_2: 0.1792 loss_giou_2: 0.3596 loss_ce_3: 0.2738 loss_bbox_3: 0.1727 loss_giou_3: 0.3468 loss_ce_4: 0.2622 loss_bbox_4: 0.1657 loss_giou_4: 0.3407 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:39] d2.utils.events INFO: eta: 8:30:29 iter: 341159 total_loss: 5.131 loss_ce: 0.2487 loss_bbox: 0.1626 loss_giou: 0.3173 loss_ce_0: 0.4791 loss_bbox_0: 0.2744 loss_giou_0: 0.5083 loss_ce_1: 0.3459 loss_bbox_1: 0.1892 loss_giou_1: 0.3707 loss_ce_2: 0.278 loss_bbox_2: 0.18 loss_giou_2: 0.3371 loss_ce_3: 0.2494 loss_bbox_3: 0.1715 loss_giou_3: 0.3249 loss_ce_4: 0.2382 loss_bbox_4: 0.1676 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:45] d2.utils.events INFO: eta: 8:30:42 iter: 341179 total_loss: 5.259 loss_ce: 0.2369 loss_bbox: 0.1655 loss_giou: 0.3089 loss_ce_0: 0.4659 loss_bbox_0: 0.2941 loss_giou_0: 0.4964 loss_ce_1: 0.3628 loss_bbox_1: 0.2092 loss_giou_1: 0.3591 loss_ce_2: 0.3055 loss_bbox_2: 0.1904 loss_giou_2: 0.3355 loss_ce_3: 0.2653 loss_bbox_3: 0.1869 loss_giou_3: 0.3247 loss_ce_4: 0.2415 loss_bbox_4: 0.1787 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:50] d2.utils.events INFO: eta: 8:30:40 iter: 341199 total_loss: 5.283 loss_ce: 0.2596 loss_bbox: 0.1688 loss_giou: 0.3088 loss_ce_0: 0.4854 loss_bbox_0: 0.2975 loss_giou_0: 0.4715 loss_ce_1: 0.3697 loss_bbox_1: 0.1942 loss_giou_1: 0.3561 loss_ce_2: 0.3139 loss_bbox_2: 0.1816 loss_giou_2: 0.3304 loss_ce_3: 0.284 loss_bbox_3: 0.1752 loss_giou_3: 0.3183 loss_ce_4: 0.2615 loss_bbox_4: 0.1711 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 17:03:56] d2.utils.events INFO: eta: 8:30:34 iter: 341219 total_loss: 5.215 loss_ce: 0.2439 loss_bbox: 0.1756 loss_giou: 0.3114 loss_ce_0: 0.4669 loss_bbox_0: 0.2837 loss_giou_0: 0.4904 loss_ce_1: 0.3472 loss_bbox_1: 0.2064 loss_giou_1: 0.3672 loss_ce_2: 0.292 loss_bbox_2: 0.1856 loss_giou_2: 0.3395 loss_ce_3: 0.2513 loss_bbox_3: 0.1791 loss_giou_3: 0.3233 loss_ce_4: 0.2458 loss_bbox_4: 0.1778 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:02] d2.utils.events INFO: eta: 8:30:25 iter: 341239 total_loss: 5.261 loss_ce: 0.2492 loss_bbox: 0.161 loss_giou: 0.3162 loss_ce_0: 0.4707 loss_bbox_0: 0.2787 loss_giou_0: 0.4843 loss_ce_1: 0.3519 loss_bbox_1: 0.1945 loss_giou_1: 0.368 loss_ce_2: 0.2933 loss_bbox_2: 0.1706 loss_giou_2: 0.3367 loss_ce_3: 0.2708 loss_bbox_3: 0.1717 loss_giou_3: 0.3259 loss_ce_4: 0.2519 loss_bbox_4: 0.1661 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:07] d2.utils.events INFO: eta: 8:30:23 iter: 341259 total_loss: 5.237 loss_ce: 0.243 loss_bbox: 0.1717 loss_giou: 0.3206 loss_ce_0: 0.4541 loss_bbox_0: 0.2891 loss_giou_0: 0.497 loss_ce_1: 0.345 loss_bbox_1: 0.2021 loss_giou_1: 0.3632 loss_ce_2: 0.2776 loss_bbox_2: 0.1836 loss_giou_2: 0.336 loss_ce_3: 0.2517 loss_bbox_3: 0.1804 loss_giou_3: 0.3315 loss_ce_4: 0.2444 loss_bbox_4: 0.1759 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:13] d2.utils.events INFO: eta: 8:29:48 iter: 341279 total_loss: 5.052 loss_ce: 0.2249 loss_bbox: 0.1719 loss_giou: 0.3031 loss_ce_0: 0.4662 loss_bbox_0: 0.2899 loss_giou_0: 0.4444 loss_ce_1: 0.3559 loss_bbox_1: 0.2064 loss_giou_1: 0.3344 loss_ce_2: 0.296 loss_bbox_2: 0.1774 loss_giou_2: 0.3114 loss_ce_3: 0.256 loss_bbox_3: 0.1744 loss_giou_3: 0.3063 loss_ce_4: 0.2333 loss_bbox_4: 0.1761 loss_giou_4: 0.3104 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:19] d2.utils.events INFO: eta: 8:29:46 iter: 341299 total_loss: 5.3 loss_ce: 0.247 loss_bbox: 0.1619 loss_giou: 0.3231 loss_ce_0: 0.463 loss_bbox_0: 0.2894 loss_giou_0: 0.502 loss_ce_1: 0.3497 loss_bbox_1: 0.1965 loss_giou_1: 0.3761 loss_ce_2: 0.2832 loss_bbox_2: 0.1776 loss_giou_2: 0.3413 loss_ce_3: 0.2631 loss_bbox_3: 0.1698 loss_giou_3: 0.3324 loss_ce_4: 0.2452 loss_bbox_4: 0.1647 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:25] d2.utils.events INFO: eta: 8:29:47 iter: 341319 total_loss: 5.08 loss_ce: 0.2433 loss_bbox: 0.172 loss_giou: 0.2963 loss_ce_0: 0.4609 loss_bbox_0: 0.291 loss_giou_0: 0.4865 loss_ce_1: 0.3624 loss_bbox_1: 0.205 loss_giou_1: 0.3506 loss_ce_2: 0.2896 loss_bbox_2: 0.1911 loss_giou_2: 0.3245 loss_ce_3: 0.2602 loss_bbox_3: 0.1815 loss_giou_3: 0.3089 loss_ce_4: 0.2426 loss_bbox_4: 0.1786 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:30] d2.utils.events INFO: eta: 8:29:35 iter: 341339 total_loss: 5.177 loss_ce: 0.2386 loss_bbox: 0.1703 loss_giou: 0.2998 loss_ce_0: 0.475 loss_bbox_0: 0.2831 loss_giou_0: 0.4796 loss_ce_1: 0.3644 loss_bbox_1: 0.1996 loss_giou_1: 0.3493 loss_ce_2: 0.2994 loss_bbox_2: 0.1809 loss_giou_2: 0.3186 loss_ce_3: 0.2655 loss_bbox_3: 0.1772 loss_giou_3: 0.313 loss_ce_4: 0.2534 loss_bbox_4: 0.1721 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:36] d2.utils.events INFO: eta: 8:29:29 iter: 341359 total_loss: 5.082 loss_ce: 0.2326 loss_bbox: 0.1718 loss_giou: 0.3044 loss_ce_0: 0.4572 loss_bbox_0: 0.3075 loss_giou_0: 0.4761 loss_ce_1: 0.3445 loss_bbox_1: 0.2065 loss_giou_1: 0.3585 loss_ce_2: 0.2876 loss_bbox_2: 0.1837 loss_giou_2: 0.3274 loss_ce_3: 0.252 loss_bbox_3: 0.173 loss_giou_3: 0.3095 loss_ce_4: 0.2353 loss_bbox_4: 0.1713 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:42] d2.utils.events INFO: eta: 8:29:24 iter: 341379 total_loss: 5.401 loss_ce: 0.2413 loss_bbox: 0.1758 loss_giou: 0.3108 loss_ce_0: 0.469 loss_bbox_0: 0.2971 loss_giou_0: 0.4979 loss_ce_1: 0.371 loss_bbox_1: 0.2082 loss_giou_1: 0.3711 loss_ce_2: 0.3088 loss_bbox_2: 0.1905 loss_giou_2: 0.331 loss_ce_3: 0.2758 loss_bbox_3: 0.1816 loss_giou_3: 0.3198 loss_ce_4: 0.2562 loss_bbox_4: 0.176 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:47] d2.utils.events INFO: eta: 8:29:25 iter: 341399 total_loss: 5.268 loss_ce: 0.2463 loss_bbox: 0.1736 loss_giou: 0.3051 loss_ce_0: 0.4609 loss_bbox_0: 0.2954 loss_giou_0: 0.4884 loss_ce_1: 0.3437 loss_bbox_1: 0.2048 loss_giou_1: 0.3581 loss_ce_2: 0.3005 loss_bbox_2: 0.1839 loss_giou_2: 0.322 loss_ce_3: 0.265 loss_bbox_3: 0.1771 loss_giou_3: 0.3096 loss_ce_4: 0.2586 loss_bbox_4: 0.175 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:53] d2.utils.events INFO: eta: 8:29:19 iter: 341419 total_loss: 5.301 loss_ce: 0.2482 loss_bbox: 0.1695 loss_giou: 0.3106 loss_ce_0: 0.492 loss_bbox_0: 0.2999 loss_giou_0: 0.4739 loss_ce_1: 0.3693 loss_bbox_1: 0.2047 loss_giou_1: 0.3554 loss_ce_2: 0.3013 loss_bbox_2: 0.1876 loss_giou_2: 0.322 loss_ce_3: 0.2643 loss_bbox_3: 0.1769 loss_giou_3: 0.32 loss_ce_4: 0.2457 loss_bbox_4: 0.1749 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 17:04:59] d2.utils.events INFO: eta: 8:29:01 iter: 341439 total_loss: 5.258 loss_ce: 0.2539 loss_bbox: 0.1815 loss_giou: 0.3303 loss_ce_0: 0.4703 loss_bbox_0: 0.2997 loss_giou_0: 0.499 loss_ce_1: 0.3759 loss_bbox_1: 0.2093 loss_giou_1: 0.378 loss_ce_2: 0.3226 loss_bbox_2: 0.191 loss_giou_2: 0.3536 loss_ce_3: 0.2742 loss_bbox_3: 0.1876 loss_giou_3: 0.3426 loss_ce_4: 0.2588 loss_bbox_4: 0.1842 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:04] d2.utils.events INFO: eta: 8:28:55 iter: 341459 total_loss: 4.871 loss_ce: 0.2266 loss_bbox: 0.1628 loss_giou: 0.2868 loss_ce_0: 0.4526 loss_bbox_0: 0.2835 loss_giou_0: 0.4486 loss_ce_1: 0.3526 loss_bbox_1: 0.2003 loss_giou_1: 0.3329 loss_ce_2: 0.2827 loss_bbox_2: 0.1762 loss_giou_2: 0.3041 loss_ce_3: 0.2397 loss_bbox_3: 0.1648 loss_giou_3: 0.2972 loss_ce_4: 0.2249 loss_bbox_4: 0.1669 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:10] d2.utils.events INFO: eta: 8:28:43 iter: 341479 total_loss: 5.236 loss_ce: 0.2481 loss_bbox: 0.1591 loss_giou: 0.345 loss_ce_0: 0.4629 loss_bbox_0: 0.287 loss_giou_0: 0.5142 loss_ce_1: 0.3575 loss_bbox_1: 0.1903 loss_giou_1: 0.4014 loss_ce_2: 0.2901 loss_bbox_2: 0.171 loss_giou_2: 0.3594 loss_ce_3: 0.2488 loss_bbox_3: 0.1651 loss_giou_3: 0.3507 loss_ce_4: 0.2438 loss_bbox_4: 0.1588 loss_giou_4: 0.3473 time: 0.2800 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:16] d2.utils.events INFO: eta: 8:28:36 iter: 341499 total_loss: 5.401 loss_ce: 0.2443 loss_bbox: 0.1744 loss_giou: 0.347 loss_ce_0: 0.474 loss_bbox_0: 0.2884 loss_giou_0: 0.5065 loss_ce_1: 0.3607 loss_bbox_1: 0.2026 loss_giou_1: 0.3939 loss_ce_2: 0.3002 loss_bbox_2: 0.1855 loss_giou_2: 0.3687 loss_ce_3: 0.2611 loss_bbox_3: 0.1859 loss_giou_3: 0.3553 loss_ce_4: 0.2435 loss_bbox_4: 0.1763 loss_giou_4: 0.3522 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:21] d2.utils.events INFO: eta: 8:28:28 iter: 341519 total_loss: 4.976 loss_ce: 0.236 loss_bbox: 0.1607 loss_giou: 0.3103 loss_ce_0: 0.4421 loss_bbox_0: 0.2722 loss_giou_0: 0.4857 loss_ce_1: 0.3455 loss_bbox_1: 0.1914 loss_giou_1: 0.3649 loss_ce_2: 0.2772 loss_bbox_2: 0.1732 loss_giou_2: 0.3239 loss_ce_3: 0.2424 loss_bbox_3: 0.1665 loss_giou_3: 0.3201 loss_ce_4: 0.2383 loss_bbox_4: 0.1641 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:27] d2.utils.events INFO: eta: 8:28:28 iter: 341539 total_loss: 5.065 loss_ce: 0.2399 loss_bbox: 0.1674 loss_giou: 0.3158 loss_ce_0: 0.4831 loss_bbox_0: 0.2874 loss_giou_0: 0.4835 loss_ce_1: 0.3611 loss_bbox_1: 0.1937 loss_giou_1: 0.3585 loss_ce_2: 0.2862 loss_bbox_2: 0.1742 loss_giou_2: 0.3359 loss_ce_3: 0.2502 loss_bbox_3: 0.175 loss_giou_3: 0.3259 loss_ce_4: 0.2474 loss_bbox_4: 0.1683 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:33] d2.utils.events INFO: eta: 8:28:26 iter: 341559 total_loss: 5.194 loss_ce: 0.2494 loss_bbox: 0.1695 loss_giou: 0.3031 loss_ce_0: 0.4638 loss_bbox_0: 0.3 loss_giou_0: 0.4756 loss_ce_1: 0.3528 loss_bbox_1: 0.2045 loss_giou_1: 0.3436 loss_ce_2: 0.3004 loss_bbox_2: 0.1878 loss_giou_2: 0.3173 loss_ce_3: 0.2664 loss_bbox_3: 0.1814 loss_giou_3: 0.3173 loss_ce_4: 0.2471 loss_bbox_4: 0.1728 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:39] d2.utils.events INFO: eta: 8:28:20 iter: 341579 total_loss: 5.435 loss_ce: 0.2498 loss_bbox: 0.1627 loss_giou: 0.3364 loss_ce_0: 0.4803 loss_bbox_0: 0.2927 loss_giou_0: 0.5162 loss_ce_1: 0.3758 loss_bbox_1: 0.1942 loss_giou_1: 0.3817 loss_ce_2: 0.3078 loss_bbox_2: 0.1745 loss_giou_2: 0.3528 loss_ce_3: 0.2646 loss_bbox_3: 0.1724 loss_giou_3: 0.3434 loss_ce_4: 0.2583 loss_bbox_4: 0.1648 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:44] d2.utils.events INFO: eta: 8:28:16 iter: 341599 total_loss: 5.573 loss_ce: 0.2784 loss_bbox: 0.1779 loss_giou: 0.321 loss_ce_0: 0.4884 loss_bbox_0: 0.3027 loss_giou_0: 0.5001 loss_ce_1: 0.3908 loss_bbox_1: 0.2018 loss_giou_1: 0.3689 loss_ce_2: 0.3291 loss_bbox_2: 0.1891 loss_giou_2: 0.3442 loss_ce_3: 0.2912 loss_bbox_3: 0.1853 loss_giou_3: 0.3353 loss_ce_4: 0.2792 loss_bbox_4: 0.1787 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:50] d2.utils.events INFO: eta: 8:28:18 iter: 341619 total_loss: 5.092 loss_ce: 0.229 loss_bbox: 0.1639 loss_giou: 0.3171 loss_ce_0: 0.4733 loss_bbox_0: 0.2908 loss_giou_0: 0.4787 loss_ce_1: 0.3635 loss_bbox_1: 0.1935 loss_giou_1: 0.3573 loss_ce_2: 0.2947 loss_bbox_2: 0.1763 loss_giou_2: 0.3313 loss_ce_3: 0.2505 loss_bbox_3: 0.17 loss_giou_3: 0.3223 loss_ce_4: 0.2277 loss_bbox_4: 0.168 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 17:05:56] d2.utils.events INFO: eta: 8:28:14 iter: 341639 total_loss: 5.216 loss_ce: 0.2529 loss_bbox: 0.1649 loss_giou: 0.3124 loss_ce_0: 0.4688 loss_bbox_0: 0.2849 loss_giou_0: 0.4717 loss_ce_1: 0.369 loss_bbox_1: 0.1965 loss_giou_1: 0.3492 loss_ce_2: 0.3049 loss_bbox_2: 0.176 loss_giou_2: 0.3259 loss_ce_3: 0.2665 loss_bbox_3: 0.1694 loss_giou_3: 0.323 loss_ce_4: 0.2533 loss_bbox_4: 0.1667 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:01] d2.utils.events INFO: eta: 8:28:10 iter: 341659 total_loss: 5.403 loss_ce: 0.2498 loss_bbox: 0.1897 loss_giou: 0.3519 loss_ce_0: 0.4797 loss_bbox_0: 0.3013 loss_giou_0: 0.5228 loss_ce_1: 0.374 loss_bbox_1: 0.2188 loss_giou_1: 0.3986 loss_ce_2: 0.2862 loss_bbox_2: 0.1984 loss_giou_2: 0.365 loss_ce_3: 0.2618 loss_bbox_3: 0.1927 loss_giou_3: 0.3618 loss_ce_4: 0.2586 loss_bbox_4: 0.1901 loss_giou_4: 0.3538 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:07] d2.utils.events INFO: eta: 8:28:05 iter: 341679 total_loss: 5.348 loss_ce: 0.2646 loss_bbox: 0.1675 loss_giou: 0.3126 loss_ce_0: 0.4695 loss_bbox_0: 0.3049 loss_giou_0: 0.4862 loss_ce_1: 0.3684 loss_bbox_1: 0.2122 loss_giou_1: 0.362 loss_ce_2: 0.3192 loss_bbox_2: 0.1827 loss_giou_2: 0.3322 loss_ce_3: 0.2827 loss_bbox_3: 0.1746 loss_giou_3: 0.3218 loss_ce_4: 0.2718 loss_bbox_4: 0.1692 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:13] d2.utils.events INFO: eta: 8:27:47 iter: 341699 total_loss: 5.335 loss_ce: 0.2628 loss_bbox: 0.1698 loss_giou: 0.3156 loss_ce_0: 0.4606 loss_bbox_0: 0.2915 loss_giou_0: 0.4868 loss_ce_1: 0.3602 loss_bbox_1: 0.1995 loss_giou_1: 0.3642 loss_ce_2: 0.315 loss_bbox_2: 0.1775 loss_giou_2: 0.3322 loss_ce_3: 0.2725 loss_bbox_3: 0.1741 loss_giou_3: 0.3198 loss_ce_4: 0.2646 loss_bbox_4: 0.1719 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:18] d2.utils.events INFO: eta: 8:27:40 iter: 341719 total_loss: 5.176 loss_ce: 0.2517 loss_bbox: 0.1758 loss_giou: 0.3081 loss_ce_0: 0.4702 loss_bbox_0: 0.2979 loss_giou_0: 0.5099 loss_ce_1: 0.3597 loss_bbox_1: 0.207 loss_giou_1: 0.3641 loss_ce_2: 0.2977 loss_bbox_2: 0.1864 loss_giou_2: 0.3321 loss_ce_3: 0.2805 loss_bbox_3: 0.1818 loss_giou_3: 0.3167 loss_ce_4: 0.2625 loss_bbox_4: 0.1773 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:24] d2.utils.events INFO: eta: 8:27:34 iter: 341739 total_loss: 5.443 loss_ce: 0.2566 loss_bbox: 0.178 loss_giou: 0.3017 loss_ce_0: 0.4648 loss_bbox_0: 0.2923 loss_giou_0: 0.4805 loss_ce_1: 0.357 loss_bbox_1: 0.2126 loss_giou_1: 0.353 loss_ce_2: 0.3153 loss_bbox_2: 0.1894 loss_giou_2: 0.3156 loss_ce_3: 0.2781 loss_bbox_3: 0.1871 loss_giou_3: 0.3073 loss_ce_4: 0.2604 loss_bbox_4: 0.1818 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:30] d2.utils.events INFO: eta: 8:27:21 iter: 341759 total_loss: 5.545 loss_ce: 0.2619 loss_bbox: 0.1579 loss_giou: 0.3509 loss_ce_0: 0.494 loss_bbox_0: 0.282 loss_giou_0: 0.5371 loss_ce_1: 0.3831 loss_bbox_1: 0.1917 loss_giou_1: 0.3952 loss_ce_2: 0.3228 loss_bbox_2: 0.171 loss_giou_2: 0.3673 loss_ce_3: 0.2877 loss_bbox_3: 0.1696 loss_giou_3: 0.3555 loss_ce_4: 0.2723 loss_bbox_4: 0.1655 loss_giou_4: 0.3522 time: 0.2800 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:35] d2.utils.events INFO: eta: 8:27:17 iter: 341779 total_loss: 5.473 loss_ce: 0.2466 loss_bbox: 0.1724 loss_giou: 0.3268 loss_ce_0: 0.4667 loss_bbox_0: 0.2954 loss_giou_0: 0.4998 loss_ce_1: 0.355 loss_bbox_1: 0.208 loss_giou_1: 0.375 loss_ce_2: 0.284 loss_bbox_2: 0.1897 loss_giou_2: 0.3399 loss_ce_3: 0.2496 loss_bbox_3: 0.1885 loss_giou_3: 0.3363 loss_ce_4: 0.2439 loss_bbox_4: 0.175 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:41] d2.utils.events INFO: eta: 8:27:10 iter: 341799 total_loss: 5.483 loss_ce: 0.2599 loss_bbox: 0.167 loss_giou: 0.3346 loss_ce_0: 0.4793 loss_bbox_0: 0.2932 loss_giou_0: 0.5124 loss_ce_1: 0.3818 loss_bbox_1: 0.1988 loss_giou_1: 0.3799 loss_ce_2: 0.3052 loss_bbox_2: 0.1829 loss_giou_2: 0.3538 loss_ce_3: 0.2631 loss_bbox_3: 0.1776 loss_giou_3: 0.3436 loss_ce_4: 0.2656 loss_bbox_4: 0.1718 loss_giou_4: 0.3358 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:47] d2.utils.events INFO: eta: 8:26:59 iter: 341819 total_loss: 5.091 loss_ce: 0.2385 loss_bbox: 0.1679 loss_giou: 0.2971 loss_ce_0: 0.4712 loss_bbox_0: 0.2957 loss_giou_0: 0.4713 loss_ce_1: 0.3531 loss_bbox_1: 0.1989 loss_giou_1: 0.3472 loss_ce_2: 0.2859 loss_bbox_2: 0.1797 loss_giou_2: 0.3252 loss_ce_3: 0.2535 loss_bbox_3: 0.1715 loss_giou_3: 0.3115 loss_ce_4: 0.2379 loss_bbox_4: 0.1676 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:52] d2.utils.events INFO: eta: 8:26:48 iter: 341839 total_loss: 5.395 loss_ce: 0.2461 loss_bbox: 0.181 loss_giou: 0.3097 loss_ce_0: 0.4867 loss_bbox_0: 0.3046 loss_giou_0: 0.4865 loss_ce_1: 0.3722 loss_bbox_1: 0.2191 loss_giou_1: 0.3646 loss_ce_2: 0.3109 loss_bbox_2: 0.1947 loss_giou_2: 0.3346 loss_ce_3: 0.2744 loss_bbox_3: 0.1879 loss_giou_3: 0.3209 loss_ce_4: 0.2527 loss_bbox_4: 0.1839 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 17:06:58] d2.utils.events INFO: eta: 8:26:32 iter: 341859 total_loss: 5.531 loss_ce: 0.2574 loss_bbox: 0.1796 loss_giou: 0.3247 loss_ce_0: 0.4678 loss_bbox_0: 0.2949 loss_giou_0: 0.5188 loss_ce_1: 0.3808 loss_bbox_1: 0.2137 loss_giou_1: 0.3745 loss_ce_2: 0.315 loss_bbox_2: 0.1916 loss_giou_2: 0.3493 loss_ce_3: 0.2905 loss_bbox_3: 0.1922 loss_giou_3: 0.34 loss_ce_4: 0.271 loss_bbox_4: 0.1794 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:04] d2.utils.events INFO: eta: 8:26:48 iter: 341879 total_loss: 5.262 loss_ce: 0.2434 loss_bbox: 0.1723 loss_giou: 0.3233 loss_ce_0: 0.475 loss_bbox_0: 0.2876 loss_giou_0: 0.4943 loss_ce_1: 0.3542 loss_bbox_1: 0.2019 loss_giou_1: 0.3765 loss_ce_2: 0.3066 loss_bbox_2: 0.1866 loss_giou_2: 0.3472 loss_ce_3: 0.2696 loss_bbox_3: 0.1817 loss_giou_3: 0.3364 loss_ce_4: 0.2491 loss_bbox_4: 0.1728 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:09] d2.utils.events INFO: eta: 8:26:37 iter: 341899 total_loss: 5.396 loss_ce: 0.2639 loss_bbox: 0.1787 loss_giou: 0.332 loss_ce_0: 0.4699 loss_bbox_0: 0.2913 loss_giou_0: 0.5075 loss_ce_1: 0.3647 loss_bbox_1: 0.2097 loss_giou_1: 0.3809 loss_ce_2: 0.3095 loss_bbox_2: 0.1989 loss_giou_2: 0.3612 loss_ce_3: 0.2654 loss_bbox_3: 0.1856 loss_giou_3: 0.3452 loss_ce_4: 0.2705 loss_bbox_4: 0.1801 loss_giou_4: 0.337 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:15] d2.utils.events INFO: eta: 8:26:33 iter: 341919 total_loss: 5.166 loss_ce: 0.2424 loss_bbox: 0.1599 loss_giou: 0.2961 loss_ce_0: 0.4741 loss_bbox_0: 0.2741 loss_giou_0: 0.4706 loss_ce_1: 0.353 loss_bbox_1: 0.1909 loss_giou_1: 0.3507 loss_ce_2: 0.2926 loss_bbox_2: 0.1736 loss_giou_2: 0.3159 loss_ce_3: 0.2657 loss_bbox_3: 0.1688 loss_giou_3: 0.3093 loss_ce_4: 0.2451 loss_bbox_4: 0.1624 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:21] d2.utils.events INFO: eta: 8:26:26 iter: 341939 total_loss: 5.126 loss_ce: 0.2405 loss_bbox: 0.1778 loss_giou: 0.2944 loss_ce_0: 0.4583 loss_bbox_0: 0.2966 loss_giou_0: 0.4744 loss_ce_1: 0.3598 loss_bbox_1: 0.2068 loss_giou_1: 0.347 loss_ce_2: 0.2979 loss_bbox_2: 0.1894 loss_giou_2: 0.3111 loss_ce_3: 0.257 loss_bbox_3: 0.1815 loss_giou_3: 0.3022 loss_ce_4: 0.242 loss_bbox_4: 0.1837 loss_giou_4: 0.2943 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:27] d2.utils.events INFO: eta: 8:26:26 iter: 341959 total_loss: 5.534 loss_ce: 0.2514 loss_bbox: 0.1773 loss_giou: 0.3215 loss_ce_0: 0.4809 loss_bbox_0: 0.3071 loss_giou_0: 0.5005 loss_ce_1: 0.3663 loss_bbox_1: 0.2033 loss_giou_1: 0.3774 loss_ce_2: 0.292 loss_bbox_2: 0.1899 loss_giou_2: 0.3499 loss_ce_3: 0.2663 loss_bbox_3: 0.1839 loss_giou_3: 0.3334 loss_ce_4: 0.2544 loss_bbox_4: 0.1792 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0322 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:32] d2.utils.events INFO: eta: 8:26:20 iter: 341979 total_loss: 5.171 loss_ce: 0.2393 loss_bbox: 0.1728 loss_giou: 0.2979 loss_ce_0: 0.4674 loss_bbox_0: 0.2867 loss_giou_0: 0.4574 loss_ce_1: 0.361 loss_bbox_1: 0.2024 loss_giou_1: 0.34 loss_ce_2: 0.288 loss_bbox_2: 0.1878 loss_giou_2: 0.3173 loss_ce_3: 0.2515 loss_bbox_3: 0.1825 loss_giou_3: 0.3076 loss_ce_4: 0.2367 loss_bbox_4: 0.1774 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:38] d2.utils.events INFO: eta: 8:26:03 iter: 341999 total_loss: 5.088 loss_ce: 0.2373 loss_bbox: 0.1714 loss_giou: 0.3174 loss_ce_0: 0.4663 loss_bbox_0: 0.282 loss_giou_0: 0.4792 loss_ce_1: 0.3394 loss_bbox_1: 0.1879 loss_giou_1: 0.3591 loss_ce_2: 0.2861 loss_bbox_2: 0.1796 loss_giou_2: 0.3337 loss_ce_3: 0.2572 loss_bbox_3: 0.1752 loss_giou_3: 0.324 loss_ce_4: 0.2447 loss_bbox_4: 0.1736 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0299 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:44] d2.utils.events INFO: eta: 8:26:07 iter: 342019 total_loss: 5.588 loss_ce: 0.2447 loss_bbox: 0.1801 loss_giou: 0.3163 loss_ce_0: 0.4657 loss_bbox_0: 0.2932 loss_giou_0: 0.4929 loss_ce_1: 0.3471 loss_bbox_1: 0.2095 loss_giou_1: 0.3704 loss_ce_2: 0.2942 loss_bbox_2: 0.195 loss_giou_2: 0.3407 loss_ce_3: 0.2572 loss_bbox_3: 0.1883 loss_giou_3: 0.327 loss_ce_4: 0.2452 loss_bbox_4: 0.1825 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:49] d2.utils.events INFO: eta: 8:25:52 iter: 342039 total_loss: 5.464 loss_ce: 0.2502 loss_bbox: 0.1765 loss_giou: 0.3274 loss_ce_0: 0.4761 loss_bbox_0: 0.2902 loss_giou_0: 0.5037 loss_ce_1: 0.3735 loss_bbox_1: 0.1998 loss_giou_1: 0.3599 loss_ce_2: 0.2987 loss_bbox_2: 0.1892 loss_giou_2: 0.3429 loss_ce_3: 0.2649 loss_bbox_3: 0.1838 loss_giou_3: 0.3347 loss_ce_4: 0.2527 loss_bbox_4: 0.181 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 17:07:55] d2.utils.events INFO: eta: 8:25:53 iter: 342059 total_loss: 5.385 loss_ce: 0.2621 loss_bbox: 0.1673 loss_giou: 0.3228 loss_ce_0: 0.4831 loss_bbox_0: 0.2856 loss_giou_0: 0.5172 loss_ce_1: 0.3678 loss_bbox_1: 0.2003 loss_giou_1: 0.3836 loss_ce_2: 0.3133 loss_bbox_2: 0.1779 loss_giou_2: 0.3469 loss_ce_3: 0.2759 loss_bbox_3: 0.1732 loss_giou_3: 0.3341 loss_ce_4: 0.2654 loss_bbox_4: 0.1694 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 17:08:01] d2.utils.events INFO: eta: 8:25:50 iter: 342079 total_loss: 5.154 loss_ce: 0.2375 loss_bbox: 0.1846 loss_giou: 0.2966 loss_ce_0: 0.4724 loss_bbox_0: 0.2999 loss_giou_0: 0.449 loss_ce_1: 0.3513 loss_bbox_1: 0.2081 loss_giou_1: 0.3306 loss_ce_2: 0.2903 loss_bbox_2: 0.1856 loss_giou_2: 0.3082 loss_ce_3: 0.259 loss_bbox_3: 0.1873 loss_giou_3: 0.3004 loss_ce_4: 0.2397 loss_bbox_4: 0.1869 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 17:08:06] d2.utils.events INFO: eta: 8:25:49 iter: 342099 total_loss: 5.111 loss_ce: 0.2402 loss_bbox: 0.1645 loss_giou: 0.3185 loss_ce_0: 0.4732 loss_bbox_0: 0.2826 loss_giou_0: 0.5004 loss_ce_1: 0.3579 loss_bbox_1: 0.1927 loss_giou_1: 0.3588 loss_ce_2: 0.298 loss_bbox_2: 0.1719 loss_giou_2: 0.325 loss_ce_3: 0.2603 loss_bbox_3: 0.1682 loss_giou_3: 0.3224 loss_ce_4: 0.2501 loss_bbox_4: 0.1637 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 17:08:12] d2.utils.events INFO: eta: 8:25:40 iter: 342119 total_loss: 5.382 loss_ce: 0.2514 loss_bbox: 0.1764 loss_giou: 0.3354 loss_ce_0: 0.4801 loss_bbox_0: 0.2939 loss_giou_0: 0.5074 loss_ce_1: 0.3661 loss_bbox_1: 0.2024 loss_giou_1: 0.3815 loss_ce_2: 0.3057 loss_bbox_2: 0.1866 loss_giou_2: 0.3532 loss_ce_3: 0.2668 loss_bbox_3: 0.177 loss_giou_3: 0.3421 loss_ce_4: 0.2498 loss_bbox_4: 0.1767 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 17:08:18] d2.utils.events INFO: eta: 8:25:41 iter: 342139 total_loss: 5.164 loss_ce: 0.2569 loss_bbox: 0.1726 loss_giou: 0.3064 loss_ce_0: 0.4805 loss_bbox_0: 0.2983 loss_giou_0: 0.4882 loss_ce_1: 0.3536 loss_bbox_1: 0.2037 loss_giou_1: 0.3662 loss_ce_2: 0.2949 loss_bbox_2: 0.1836 loss_giou_2: 0.3307 loss_ce_3: 0.2729 loss_bbox_3: 0.1809 loss_giou_3: 0.3131 loss_ce_4: 0.2575 loss_bbox_4: 0.1755 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 17:08:23] d2.utils.events INFO: eta: 8:25:38 iter: 342159 total_loss: 5.301 loss_ce: 0.2381 loss_bbox: 0.162 loss_giou: 0.3243 loss_ce_0: 0.4674 loss_bbox_0: 0.2822 loss_giou_0: 0.4994 loss_ce_1: 0.35 loss_bbox_1: 0.1923 loss_giou_1: 0.3653 loss_ce_2: 0.2871 loss_bbox_2: 0.1747 loss_giou_2: 0.3398 loss_ce_3: 0.2571 loss_bbox_3: 0.1676 loss_giou_3: 0.3339 loss_ce_4: 0.2412 loss_bbox_4: 0.162 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max_mem: 5427M [11/03 17:08:52] d2.utils.events INFO: eta: 8:25:15 iter: 342259 total_loss: 5.32 loss_ce: 0.2523 loss_bbox: 0.1756 loss_giou: 0.3251 loss_ce_0: 0.4819 loss_bbox_0: 0.2937 loss_giou_0: 0.5097 loss_ce_1: 0.3678 loss_bbox_1: 0.203 loss_giou_1: 0.3604 loss_ce_2: 0.3079 loss_bbox_2: 0.1895 loss_giou_2: 0.3388 loss_ce_3: 0.2838 loss_bbox_3: 0.1802 loss_giou_3: 0.3354 loss_ce_4: 0.2567 loss_bbox_4: 0.1759 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 17:08:58] d2.utils.events INFO: eta: 8:25:16 iter: 342279 total_loss: 5.104 loss_ce: 0.2283 loss_bbox: 0.1572 loss_giou: 0.3092 loss_ce_0: 0.4683 loss_bbox_0: 0.2838 loss_giou_0: 0.5025 loss_ce_1: 0.3448 loss_bbox_1: 0.1941 loss_giou_1: 0.3616 loss_ce_2: 0.2824 loss_bbox_2: 0.1744 loss_giou_2: 0.3317 loss_ce_3: 0.2434 loss_bbox_3: 0.1655 loss_giou_3: 0.3224 loss_ce_4: 0.2321 loss_bbox_4: 0.1615 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:03] d2.utils.events INFO: eta: 8:25:16 iter: 342299 total_loss: 5.385 loss_ce: 0.2312 loss_bbox: 0.1739 loss_giou: 0.3541 loss_ce_0: 0.4644 loss_bbox_0: 0.3001 loss_giou_0: 0.529 loss_ce_1: 0.3478 loss_bbox_1: 0.2084 loss_giou_1: 0.3998 loss_ce_2: 0.2842 loss_bbox_2: 0.1878 loss_giou_2: 0.3823 loss_ce_3: 0.2517 loss_bbox_3: 0.1808 loss_giou_3: 0.3642 loss_ce_4: 0.2324 loss_bbox_4: 0.1773 loss_giou_4: 0.36 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:09] d2.utils.events INFO: eta: 8:25:03 iter: 342319 total_loss: 5.26 loss_ce: 0.2487 loss_bbox: 0.1667 loss_giou: 0.3253 loss_ce_0: 0.4601 loss_bbox_0: 0.2827 loss_giou_0: 0.4937 loss_ce_1: 0.3538 loss_bbox_1: 0.1954 loss_giou_1: 0.3674 loss_ce_2: 0.305 loss_bbox_2: 0.1815 loss_giou_2: 0.3434 loss_ce_3: 0.2609 loss_bbox_3: 0.175 loss_giou_3: 0.3324 loss_ce_4: 0.2513 loss_bbox_4: 0.1698 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0329 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:15] d2.utils.events INFO: eta: 8:24:57 iter: 342339 total_loss: 4.789 loss_ce: 0.2105 loss_bbox: 0.1507 loss_giou: 0.3032 loss_ce_0: 0.453 loss_bbox_0: 0.2756 loss_giou_0: 0.4973 loss_ce_1: 0.3373 loss_bbox_1: 0.175 loss_giou_1: 0.3489 loss_ce_2: 0.2628 loss_bbox_2: 0.1575 loss_giou_2: 0.3197 loss_ce_3: 0.232 loss_bbox_3: 0.1546 loss_giou_3: 0.3172 loss_ce_4: 0.2159 loss_bbox_4: 0.1514 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:20] d2.utils.events INFO: eta: 8:24:53 iter: 342359 total_loss: 5.442 loss_ce: 0.2672 loss_bbox: 0.1728 loss_giou: 0.3232 loss_ce_0: 0.4696 loss_bbox_0: 0.284 loss_giou_0: 0.5088 loss_ce_1: 0.3837 loss_bbox_1: 0.2056 loss_giou_1: 0.3786 loss_ce_2: 0.3105 loss_bbox_2: 0.1879 loss_giou_2: 0.3479 loss_ce_3: 0.2749 loss_bbox_3: 0.179 loss_giou_3: 0.3388 loss_ce_4: 0.269 loss_bbox_4: 0.1769 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:26] d2.utils.events INFO: eta: 8:24:46 iter: 342379 total_loss: 5.479 loss_ce: 0.265 loss_bbox: 0.1801 loss_giou: 0.3369 loss_ce_0: 0.4845 loss_bbox_0: 0.3088 loss_giou_0: 0.5393 loss_ce_1: 0.3722 loss_bbox_1: 0.2122 loss_giou_1: 0.3954 loss_ce_2: 0.3111 loss_bbox_2: 0.1929 loss_giou_2: 0.361 loss_ce_3: 0.282 loss_bbox_3: 0.1934 loss_giou_3: 0.3473 loss_ce_4: 0.2634 loss_bbox_4: 0.1889 loss_giou_4: 0.3401 time: 0.2800 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:32] d2.utils.events INFO: eta: 8:24:40 iter: 342399 total_loss: 5.353 loss_ce: 0.2452 loss_bbox: 0.1712 loss_giou: 0.323 loss_ce_0: 0.4522 loss_bbox_0: 0.2852 loss_giou_0: 0.497 loss_ce_1: 0.3523 loss_bbox_1: 0.2009 loss_giou_1: 0.3716 loss_ce_2: 0.3019 loss_bbox_2: 0.1816 loss_giou_2: 0.3356 loss_ce_3: 0.2637 loss_bbox_3: 0.1776 loss_giou_3: 0.3285 loss_ce_4: 0.2506 loss_bbox_4: 0.1722 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:37] d2.utils.events INFO: eta: 8:24:42 iter: 342419 total_loss: 5.344 loss_ce: 0.2465 loss_bbox: 0.1635 loss_giou: 0.3011 loss_ce_0: 0.479 loss_bbox_0: 0.2808 loss_giou_0: 0.4695 loss_ce_1: 0.3595 loss_bbox_1: 0.1852 loss_giou_1: 0.3441 loss_ce_2: 0.302 loss_bbox_2: 0.1767 loss_giou_2: 0.3206 loss_ce_3: 0.2697 loss_bbox_3: 0.1701 loss_giou_3: 0.3092 loss_ce_4: 0.242 loss_bbox_4: 0.168 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:43] d2.utils.events INFO: eta: 8:24:46 iter: 342439 total_loss: 5.251 loss_ce: 0.2385 loss_bbox: 0.159 loss_giou: 0.3227 loss_ce_0: 0.4668 loss_bbox_0: 0.2768 loss_giou_0: 0.5101 loss_ce_1: 0.3527 loss_bbox_1: 0.1868 loss_giou_1: 0.3765 loss_ce_2: 0.2899 loss_bbox_2: 0.1773 loss_giou_2: 0.3318 loss_ce_3: 0.2574 loss_bbox_3: 0.169 loss_giou_3: 0.3318 loss_ce_4: 0.2408 loss_bbox_4: 0.1598 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:49] d2.utils.events INFO: eta: 8:24:46 iter: 342459 total_loss: 5.527 loss_ce: 0.269 loss_bbox: 0.1805 loss_giou: 0.3217 loss_ce_0: 0.4708 loss_bbox_0: 0.301 loss_giou_0: 0.4993 loss_ce_1: 0.3688 loss_bbox_1: 0.2141 loss_giou_1: 0.3729 loss_ce_2: 0.3121 loss_bbox_2: 0.1976 loss_giou_2: 0.339 loss_ce_3: 0.2798 loss_bbox_3: 0.1845 loss_giou_3: 0.3321 loss_ce_4: 0.2702 loss_bbox_4: 0.1807 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 17:09:55] d2.utils.events INFO: eta: 8:24:48 iter: 342479 total_loss: 5.279 loss_ce: 0.251 loss_bbox: 0.1719 loss_giou: 0.3147 loss_ce_0: 0.4751 loss_bbox_0: 0.2857 loss_giou_0: 0.4697 loss_ce_1: 0.3672 loss_bbox_1: 0.1986 loss_giou_1: 0.3633 loss_ce_2: 0.297 loss_bbox_2: 0.1873 loss_giou_2: 0.3321 loss_ce_3: 0.2635 loss_bbox_3: 0.1795 loss_giou_3: 0.3297 loss_ce_4: 0.2582 loss_bbox_4: 0.1761 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:00] d2.utils.events INFO: eta: 8:24:37 iter: 342499 total_loss: 5.113 loss_ce: 0.2612 loss_bbox: 0.165 loss_giou: 0.3018 loss_ce_0: 0.4758 loss_bbox_0: 0.2834 loss_giou_0: 0.4769 loss_ce_1: 0.3695 loss_bbox_1: 0.1901 loss_giou_1: 0.3556 loss_ce_2: 0.3108 loss_bbox_2: 0.1723 loss_giou_2: 0.3159 loss_ce_3: 0.2675 loss_bbox_3: 0.1701 loss_giou_3: 0.3126 loss_ce_4: 0.2612 loss_bbox_4: 0.1662 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:06] d2.utils.events INFO: eta: 8:24:37 iter: 342519 total_loss: 5.248 loss_ce: 0.2439 loss_bbox: 0.1759 loss_giou: 0.3203 loss_ce_0: 0.4522 loss_bbox_0: 0.2853 loss_giou_0: 0.5048 loss_ce_1: 0.347 loss_bbox_1: 0.1999 loss_giou_1: 0.3651 loss_ce_2: 0.2823 loss_bbox_2: 0.1834 loss_giou_2: 0.3387 loss_ce_3: 0.2587 loss_bbox_3: 0.1795 loss_giou_3: 0.3257 loss_ce_4: 0.2491 loss_bbox_4: 0.1785 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:12] d2.utils.events INFO: eta: 8:24:23 iter: 342539 total_loss: 5.027 loss_ce: 0.2321 loss_bbox: 0.1617 loss_giou: 0.325 loss_ce_0: 0.4717 loss_bbox_0: 0.2696 loss_giou_0: 0.4952 loss_ce_1: 0.3427 loss_bbox_1: 0.1894 loss_giou_1: 0.3698 loss_ce_2: 0.2761 loss_bbox_2: 0.1733 loss_giou_2: 0.3421 loss_ce_3: 0.2379 loss_bbox_3: 0.1711 loss_giou_3: 0.3341 loss_ce_4: 0.2287 loss_bbox_4: 0.1659 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:17] d2.utils.events INFO: eta: 8:24:11 iter: 342559 total_loss: 5.178 loss_ce: 0.2397 loss_bbox: 0.175 loss_giou: 0.3023 loss_ce_0: 0.4548 loss_bbox_0: 0.288 loss_giou_0: 0.4622 loss_ce_1: 0.3561 loss_bbox_1: 0.2097 loss_giou_1: 0.3454 loss_ce_2: 0.2912 loss_bbox_2: 0.1889 loss_giou_2: 0.3216 loss_ce_3: 0.2597 loss_bbox_3: 0.1865 loss_giou_3: 0.3087 loss_ce_4: 0.238 loss_bbox_4: 0.1791 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:23] d2.utils.events INFO: eta: 8:23:51 iter: 342579 total_loss: 5.388 loss_ce: 0.2593 loss_bbox: 0.1715 loss_giou: 0.3025 loss_ce_0: 0.4747 loss_bbox_0: 0.2892 loss_giou_0: 0.4663 loss_ce_1: 0.3863 loss_bbox_1: 0.1965 loss_giou_1: 0.3437 loss_ce_2: 0.3175 loss_bbox_2: 0.1829 loss_giou_2: 0.3205 loss_ce_3: 0.2765 loss_bbox_3: 0.1786 loss_giou_3: 0.3108 loss_ce_4: 0.2576 loss_bbox_4: 0.1754 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:29] d2.utils.events INFO: eta: 8:23:31 iter: 342599 total_loss: 5.458 loss_ce: 0.2549 loss_bbox: 0.1661 loss_giou: 0.3204 loss_ce_0: 0.4537 loss_bbox_0: 0.3004 loss_giou_0: 0.5044 loss_ce_1: 0.3588 loss_bbox_1: 0.2054 loss_giou_1: 0.3714 loss_ce_2: 0.3001 loss_bbox_2: 0.1807 loss_giou_2: 0.3348 loss_ce_3: 0.2723 loss_bbox_3: 0.1701 loss_giou_3: 0.3252 loss_ce_4: 0.2541 loss_bbox_4: 0.1689 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:34] d2.utils.events INFO: eta: 8:23:20 iter: 342619 total_loss: 5.243 loss_ce: 0.2473 loss_bbox: 0.161 loss_giou: 0.3182 loss_ce_0: 0.4681 loss_bbox_0: 0.2806 loss_giou_0: 0.5004 loss_ce_1: 0.3533 loss_bbox_1: 0.1925 loss_giou_1: 0.3602 loss_ce_2: 0.2897 loss_bbox_2: 0.1675 loss_giou_2: 0.3356 loss_ce_3: 0.2571 loss_bbox_3: 0.1618 loss_giou_3: 0.3252 loss_ce_4: 0.2438 loss_bbox_4: 0.161 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:40] d2.utils.events INFO: eta: 8:23:14 iter: 342639 total_loss: 5.481 loss_ce: 0.2733 loss_bbox: 0.1694 loss_giou: 0.3222 loss_ce_0: 0.4701 loss_bbox_0: 0.2918 loss_giou_0: 0.4851 loss_ce_1: 0.3728 loss_bbox_1: 0.1947 loss_giou_1: 0.3685 loss_ce_2: 0.3155 loss_bbox_2: 0.1804 loss_giou_2: 0.3363 loss_ce_3: 0.2854 loss_bbox_3: 0.1741 loss_giou_3: 0.322 loss_ce_4: 0.2669 loss_bbox_4: 0.1685 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:46] d2.utils.events INFO: eta: 8:22:59 iter: 342659 total_loss: 5.301 loss_ce: 0.2493 loss_bbox: 0.1506 loss_giou: 0.3471 loss_ce_0: 0.4492 loss_bbox_0: 0.2839 loss_giou_0: 0.5139 loss_ce_1: 0.3379 loss_bbox_1: 0.1922 loss_giou_1: 0.3884 loss_ce_2: 0.3006 loss_bbox_2: 0.1644 loss_giou_2: 0.3561 loss_ce_3: 0.268 loss_bbox_3: 0.158 loss_giou_3: 0.3533 loss_ce_4: 0.2523 loss_bbox_4: 0.1524 loss_giou_4: 0.3502 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:51] d2.utils.events INFO: eta: 8:22:59 iter: 342679 total_loss: 5.212 loss_ce: 0.2303 loss_bbox: 0.161 loss_giou: 0.3074 loss_ce_0: 0.4512 loss_bbox_0: 0.2886 loss_giou_0: 0.4988 loss_ce_1: 0.3495 loss_bbox_1: 0.1903 loss_giou_1: 0.3659 loss_ce_2: 0.286 loss_bbox_2: 0.1781 loss_giou_2: 0.3365 loss_ce_3: 0.2619 loss_bbox_3: 0.1713 loss_giou_3: 0.3202 loss_ce_4: 0.2377 loss_bbox_4: 0.1597 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 17:10:57] d2.utils.events INFO: eta: 8:23:03 iter: 342699 total_loss: 5.353 loss_ce: 0.2483 loss_bbox: 0.1745 loss_giou: 0.304 loss_ce_0: 0.4852 loss_bbox_0: 0.2909 loss_giou_0: 0.4803 loss_ce_1: 0.3512 loss_bbox_1: 0.2043 loss_giou_1: 0.3592 loss_ce_2: 0.2983 loss_bbox_2: 0.1912 loss_giou_2: 0.3276 loss_ce_3: 0.2614 loss_bbox_3: 0.179 loss_giou_3: 0.3152 loss_ce_4: 0.2493 loss_bbox_4: 0.1766 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:03] d2.utils.events INFO: eta: 8:22:46 iter: 342719 total_loss: 5.297 loss_ce: 0.2498 loss_bbox: 0.1674 loss_giou: 0.3076 loss_ce_0: 0.4857 loss_bbox_0: 0.2929 loss_giou_0: 0.5115 loss_ce_1: 0.3736 loss_bbox_1: 0.2011 loss_giou_1: 0.3652 loss_ce_2: 0.3199 loss_bbox_2: 0.1784 loss_giou_2: 0.3312 loss_ce_3: 0.2779 loss_bbox_3: 0.1747 loss_giou_3: 0.3176 loss_ce_4: 0.2508 loss_bbox_4: 0.1739 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:08] d2.utils.events INFO: eta: 8:22:48 iter: 342739 total_loss: 5.331 loss_ce: 0.2623 loss_bbox: 0.1674 loss_giou: 0.3277 loss_ce_0: 0.4738 loss_bbox_0: 0.2964 loss_giou_0: 0.5027 loss_ce_1: 0.3798 loss_bbox_1: 0.202 loss_giou_1: 0.3793 loss_ce_2: 0.3126 loss_bbox_2: 0.1887 loss_giou_2: 0.3542 loss_ce_3: 0.2732 loss_bbox_3: 0.1772 loss_giou_3: 0.3453 loss_ce_4: 0.258 loss_bbox_4: 0.1702 loss_giou_4: 0.3359 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:14] d2.utils.events INFO: eta: 8:22:52 iter: 342759 total_loss: 5.472 loss_ce: 0.2618 loss_bbox: 0.173 loss_giou: 0.3381 loss_ce_0: 0.4796 loss_bbox_0: 0.2987 loss_giou_0: 0.523 loss_ce_1: 0.3723 loss_bbox_1: 0.2114 loss_giou_1: 0.3949 loss_ce_2: 0.3149 loss_bbox_2: 0.1878 loss_giou_2: 0.3719 loss_ce_3: 0.282 loss_bbox_3: 0.1786 loss_giou_3: 0.3497 loss_ce_4: 0.2632 loss_bbox_4: 0.1768 loss_giou_4: 0.341 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:20] d2.utils.events INFO: eta: 8:22:35 iter: 342779 total_loss: 5.458 loss_ce: 0.2534 loss_bbox: 0.1748 loss_giou: 0.3053 loss_ce_0: 0.4688 loss_bbox_0: 0.2886 loss_giou_0: 0.5129 loss_ce_1: 0.356 loss_bbox_1: 0.2127 loss_giou_1: 0.3763 loss_ce_2: 0.3114 loss_bbox_2: 0.1926 loss_giou_2: 0.3295 loss_ce_3: 0.2786 loss_bbox_3: 0.1837 loss_giou_3: 0.3204 loss_ce_4: 0.2665 loss_bbox_4: 0.1747 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:25] d2.utils.events INFO: eta: 8:22:24 iter: 342799 total_loss: 5.253 loss_ce: 0.2318 loss_bbox: 0.1749 loss_giou: 0.3265 loss_ce_0: 0.4648 loss_bbox_0: 0.2977 loss_giou_0: 0.5206 loss_ce_1: 0.3666 loss_bbox_1: 0.205 loss_giou_1: 0.3725 loss_ce_2: 0.2887 loss_bbox_2: 0.1853 loss_giou_2: 0.3429 loss_ce_3: 0.2472 loss_bbox_3: 0.1857 loss_giou_3: 0.3391 loss_ce_4: 0.233 loss_bbox_4: 0.1792 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:31] d2.utils.events INFO: eta: 8:22:24 iter: 342819 total_loss: 5.537 loss_ce: 0.2666 loss_bbox: 0.166 loss_giou: 0.3375 loss_ce_0: 0.4743 loss_bbox_0: 0.2848 loss_giou_0: 0.5254 loss_ce_1: 0.3772 loss_bbox_1: 0.1975 loss_giou_1: 0.3904 loss_ce_2: 0.3249 loss_bbox_2: 0.1792 loss_giou_2: 0.3596 loss_ce_3: 0.2872 loss_bbox_3: 0.17 loss_giou_3: 0.3446 loss_ce_4: 0.276 loss_bbox_4: 0.1675 loss_giou_4: 0.3405 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:37] d2.utils.events INFO: eta: 8:22:53 iter: 342839 total_loss: 5.067 loss_ce: 0.2241 loss_bbox: 0.1611 loss_giou: 0.295 loss_ce_0: 0.4575 loss_bbox_0: 0.2717 loss_giou_0: 0.458 loss_ce_1: 0.3474 loss_bbox_1: 0.1832 loss_giou_1: 0.3367 loss_ce_2: 0.28 loss_bbox_2: 0.1712 loss_giou_2: 0.316 loss_ce_3: 0.2411 loss_bbox_3: 0.1697 loss_giou_3: 0.3055 loss_ce_4: 0.2266 loss_bbox_4: 0.1673 loss_giou_4: 0.2992 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:43] d2.utils.events INFO: eta: 8:22:39 iter: 342859 total_loss: 5.235 loss_ce: 0.244 loss_bbox: 0.1598 loss_giou: 0.3109 loss_ce_0: 0.4695 loss_bbox_0: 0.2886 loss_giou_0: 0.4801 loss_ce_1: 0.3644 loss_bbox_1: 0.1941 loss_giou_1: 0.363 loss_ce_2: 0.2944 loss_bbox_2: 0.1801 loss_giou_2: 0.3268 loss_ce_3: 0.2573 loss_bbox_3: 0.1679 loss_giou_3: 0.3207 loss_ce_4: 0.2464 loss_bbox_4: 0.1641 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0221 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:48] d2.utils.events INFO: eta: 8:22:27 iter: 342879 total_loss: 5.237 loss_ce: 0.2523 loss_bbox: 0.1664 loss_giou: 0.3135 loss_ce_0: 0.4698 loss_bbox_0: 0.287 loss_giou_0: 0.4897 loss_ce_1: 0.3542 loss_bbox_1: 0.2014 loss_giou_1: 0.3615 loss_ce_2: 0.3044 loss_bbox_2: 0.1825 loss_giou_2: 0.3286 loss_ce_3: 0.271 loss_bbox_3: 0.1774 loss_giou_3: 0.3196 loss_ce_4: 0.2635 loss_bbox_4: 0.1673 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 17:11:54] d2.utils.events INFO: eta: 8:22:21 iter: 342899 total_loss: 5.085 loss_ce: 0.2408 loss_bbox: 0.1729 loss_giou: 0.306 loss_ce_0: 0.4522 loss_bbox_0: 0.2885 loss_giou_0: 0.4734 loss_ce_1: 0.3559 loss_bbox_1: 0.2068 loss_giou_1: 0.3604 loss_ce_2: 0.282 loss_bbox_2: 0.1926 loss_giou_2: 0.3316 loss_ce_3: 0.2547 loss_bbox_3: 0.1836 loss_giou_3: 0.3161 loss_ce_4: 0.2503 loss_bbox_4: 0.1781 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:00] d2.utils.events INFO: eta: 8:22:34 iter: 342919 total_loss: 5.316 loss_ce: 0.2614 loss_bbox: 0.1623 loss_giou: 0.3264 loss_ce_0: 0.4748 loss_bbox_0: 0.2847 loss_giou_0: 0.4991 loss_ce_1: 0.3678 loss_bbox_1: 0.1908 loss_giou_1: 0.3762 loss_ce_2: 0.3095 loss_bbox_2: 0.1835 loss_giou_2: 0.3496 loss_ce_3: 0.2778 loss_bbox_3: 0.1715 loss_giou_3: 0.3402 loss_ce_4: 0.2626 loss_bbox_4: 0.1675 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:05] d2.utils.events INFO: eta: 8:22:33 iter: 342939 total_loss: 5.324 loss_ce: 0.2578 loss_bbox: 0.1625 loss_giou: 0.3205 loss_ce_0: 0.4718 loss_bbox_0: 0.276 loss_giou_0: 0.5082 loss_ce_1: 0.3603 loss_bbox_1: 0.1993 loss_giou_1: 0.3707 loss_ce_2: 0.3113 loss_bbox_2: 0.1821 loss_giou_2: 0.3482 loss_ce_3: 0.2767 loss_bbox_3: 0.1716 loss_giou_3: 0.3307 loss_ce_4: 0.2555 loss_bbox_4: 0.1661 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:11] d2.utils.events INFO: eta: 8:22:35 iter: 342959 total_loss: 5.237 loss_ce: 0.2686 loss_bbox: 0.1732 loss_giou: 0.3174 loss_ce_0: 0.4836 loss_bbox_0: 0.2875 loss_giou_0: 0.5122 loss_ce_1: 0.3653 loss_bbox_1: 0.206 loss_giou_1: 0.3666 loss_ce_2: 0.3022 loss_bbox_2: 0.1853 loss_giou_2: 0.339 loss_ce_3: 0.2813 loss_bbox_3: 0.1748 loss_giou_3: 0.3304 loss_ce_4: 0.2635 loss_bbox_4: 0.1715 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0303 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:17] d2.utils.events INFO: eta: 8:22:37 iter: 342979 total_loss: 5.482 loss_ce: 0.2704 loss_bbox: 0.1653 loss_giou: 0.3478 loss_ce_0: 0.4754 loss_bbox_0: 0.2945 loss_giou_0: 0.5415 loss_ce_1: 0.3686 loss_bbox_1: 0.1963 loss_giou_1: 0.4042 loss_ce_2: 0.3117 loss_bbox_2: 0.1764 loss_giou_2: 0.3674 loss_ce_3: 0.2685 loss_bbox_3: 0.1673 loss_giou_3: 0.3566 loss_ce_4: 0.267 loss_bbox_4: 0.1652 loss_giou_4: 0.3507 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:22] d2.utils.events INFO: eta: 8:22:31 iter: 342999 total_loss: 5.065 loss_ce: 0.2338 loss_bbox: 0.1732 loss_giou: 0.3082 loss_ce_0: 0.4598 loss_bbox_0: 0.2979 loss_giou_0: 0.4731 loss_ce_1: 0.3474 loss_bbox_1: 0.2036 loss_giou_1: 0.3536 loss_ce_2: 0.2813 loss_bbox_2: 0.1807 loss_giou_2: 0.3243 loss_ce_3: 0.2521 loss_bbox_3: 0.178 loss_giou_3: 0.3165 loss_ce_4: 0.242 loss_bbox_4: 0.1741 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:28] d2.utils.events INFO: eta: 8:22:27 iter: 343019 total_loss: 5.224 loss_ce: 0.2443 loss_bbox: 0.162 loss_giou: 0.3212 loss_ce_0: 0.4639 loss_bbox_0: 0.2863 loss_giou_0: 0.4815 loss_ce_1: 0.362 loss_bbox_1: 0.1921 loss_giou_1: 0.3671 loss_ce_2: 0.3023 loss_bbox_2: 0.1691 loss_giou_2: 0.3381 loss_ce_3: 0.2606 loss_bbox_3: 0.1712 loss_giou_3: 0.3289 loss_ce_4: 0.2482 loss_bbox_4: 0.1695 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:34] d2.utils.events INFO: eta: 8:22:23 iter: 343039 total_loss: 5.353 loss_ce: 0.2458 loss_bbox: 0.172 loss_giou: 0.3264 loss_ce_0: 0.4692 loss_bbox_0: 0.2894 loss_giou_0: 0.5083 loss_ce_1: 0.3625 loss_bbox_1: 0.2016 loss_giou_1: 0.3698 loss_ce_2: 0.2933 loss_bbox_2: 0.1856 loss_giou_2: 0.345 loss_ce_3: 0.2632 loss_bbox_3: 0.1782 loss_giou_3: 0.3338 loss_ce_4: 0.2504 loss_bbox_4: 0.1723 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:39] d2.utils.events INFO: eta: 8:22:14 iter: 343059 total_loss: 5.035 loss_ce: 0.2392 loss_bbox: 0.1727 loss_giou: 0.2932 loss_ce_0: 0.4548 loss_bbox_0: 0.2952 loss_giou_0: 0.4769 loss_ce_1: 0.351 loss_bbox_1: 0.2003 loss_giou_1: 0.347 loss_ce_2: 0.2883 loss_bbox_2: 0.1834 loss_giou_2: 0.3207 loss_ce_3: 0.2465 loss_bbox_3: 0.1776 loss_giou_3: 0.3044 loss_ce_4: 0.2472 loss_bbox_4: 0.1759 loss_giou_4: 0.2958 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:45] d2.utils.events INFO: eta: 8:22:09 iter: 343079 total_loss: 5.306 loss_ce: 0.2491 loss_bbox: 0.1556 loss_giou: 0.3356 loss_ce_0: 0.4765 loss_bbox_0: 0.2714 loss_giou_0: 0.5443 loss_ce_1: 0.3688 loss_bbox_1: 0.1853 loss_giou_1: 0.3913 loss_ce_2: 0.3019 loss_bbox_2: 0.1671 loss_giou_2: 0.3606 loss_ce_3: 0.2667 loss_bbox_3: 0.1613 loss_giou_3: 0.3476 loss_ce_4: 0.2477 loss_bbox_4: 0.1546 loss_giou_4: 0.3444 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:51] d2.utils.events INFO: eta: 8:21:57 iter: 343099 total_loss: 5.36 loss_ce: 0.2675 loss_bbox: 0.1749 loss_giou: 0.3134 loss_ce_0: 0.4858 loss_bbox_0: 0.313 loss_giou_0: 0.4735 loss_ce_1: 0.3835 loss_bbox_1: 0.2126 loss_giou_1: 0.3596 loss_ce_2: 0.3169 loss_bbox_2: 0.1883 loss_giou_2: 0.3353 loss_ce_3: 0.2848 loss_bbox_3: 0.1848 loss_giou_3: 0.3137 loss_ce_4: 0.2767 loss_bbox_4: 0.1791 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 17:12:56] d2.utils.events INFO: eta: 8:21:51 iter: 343119 total_loss: 5.426 loss_ce: 0.2532 loss_bbox: 0.158 loss_giou: 0.3272 loss_ce_0: 0.4762 loss_bbox_0: 0.2854 loss_giou_0: 0.5147 loss_ce_1: 0.3544 loss_bbox_1: 0.1874 loss_giou_1: 0.3741 loss_ce_2: 0.2894 loss_bbox_2: 0.1687 loss_giou_2: 0.3467 loss_ce_3: 0.2658 loss_bbox_3: 0.1597 loss_giou_3: 0.3348 loss_ce_4: 0.2532 loss_bbox_4: 0.1568 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:02] d2.utils.events INFO: eta: 8:21:44 iter: 343139 total_loss: 5.09 loss_ce: 0.2365 loss_bbox: 0.1591 loss_giou: 0.3101 loss_ce_0: 0.4561 loss_bbox_0: 0.2806 loss_giou_0: 0.4985 loss_ce_1: 0.341 loss_bbox_1: 0.1889 loss_giou_1: 0.3605 loss_ce_2: 0.2783 loss_bbox_2: 0.1674 loss_giou_2: 0.3315 loss_ce_3: 0.2513 loss_bbox_3: 0.1612 loss_giou_3: 0.319 loss_ce_4: 0.2382 loss_bbox_4: 0.1593 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:08] d2.utils.events INFO: eta: 8:21:23 iter: 343159 total_loss: 5.361 loss_ce: 0.2462 loss_bbox: 0.1761 loss_giou: 0.3236 loss_ce_0: 0.4572 loss_bbox_0: 0.2995 loss_giou_0: 0.5117 loss_ce_1: 0.3532 loss_bbox_1: 0.2076 loss_giou_1: 0.3802 loss_ce_2: 0.2971 loss_bbox_2: 0.187 loss_giou_2: 0.3441 loss_ce_3: 0.2757 loss_bbox_3: 0.1885 loss_giou_3: 0.3339 loss_ce_4: 0.2519 loss_bbox_4: 0.1829 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:14] d2.utils.events INFO: eta: 8:21:36 iter: 343179 total_loss: 5.437 loss_ce: 0.26 loss_bbox: 0.1768 loss_giou: 0.342 loss_ce_0: 0.4754 loss_bbox_0: 0.3021 loss_giou_0: 0.5195 loss_ce_1: 0.3556 loss_bbox_1: 0.209 loss_giou_1: 0.3931 loss_ce_2: 0.2873 loss_bbox_2: 0.1935 loss_giou_2: 0.3573 loss_ce_3: 0.2686 loss_bbox_3: 0.1838 loss_giou_3: 0.3438 loss_ce_4: 0.2521 loss_bbox_4: 0.1793 loss_giou_4: 0.3476 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:19] d2.utils.events INFO: eta: 8:21:27 iter: 343199 total_loss: 5.221 loss_ce: 0.2407 loss_bbox: 0.1705 loss_giou: 0.3081 loss_ce_0: 0.4836 loss_bbox_0: 0.2861 loss_giou_0: 0.4668 loss_ce_1: 0.3656 loss_bbox_1: 0.2047 loss_giou_1: 0.3549 loss_ce_2: 0.3027 loss_bbox_2: 0.1817 loss_giou_2: 0.3325 loss_ce_3: 0.264 loss_bbox_3: 0.1762 loss_giou_3: 0.3255 loss_ce_4: 0.2487 loss_bbox_4: 0.1705 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0318 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:25] d2.utils.events INFO: eta: 8:21:23 iter: 343219 total_loss: 5.124 loss_ce: 0.2247 loss_bbox: 0.1705 loss_giou: 0.3015 loss_ce_0: 0.4634 loss_bbox_0: 0.2878 loss_giou_0: 0.4761 loss_ce_1: 0.3412 loss_bbox_1: 0.1989 loss_giou_1: 0.3449 loss_ce_2: 0.2684 loss_bbox_2: 0.1822 loss_giou_2: 0.3217 loss_ce_3: 0.2379 loss_bbox_3: 0.1744 loss_giou_3: 0.3119 loss_ce_4: 0.2215 loss_bbox_4: 0.171 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:31] d2.utils.events INFO: eta: 8:20:55 iter: 343239 total_loss: 5.443 loss_ce: 0.2726 loss_bbox: 0.1625 loss_giou: 0.3123 loss_ce_0: 0.464 loss_bbox_0: 0.2869 loss_giou_0: 0.5049 loss_ce_1: 0.3775 loss_bbox_1: 0.1966 loss_giou_1: 0.3607 loss_ce_2: 0.3268 loss_bbox_2: 0.1721 loss_giou_2: 0.3352 loss_ce_3: 0.2951 loss_bbox_3: 0.1734 loss_giou_3: 0.3236 loss_ce_4: 0.2836 loss_bbox_4: 0.1623 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0206 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:36] d2.utils.events INFO: eta: 8:20:50 iter: 343259 total_loss: 5.295 loss_ce: 0.2399 loss_bbox: 0.172 loss_giou: 0.3084 loss_ce_0: 0.4757 loss_bbox_0: 0.2941 loss_giou_0: 0.4764 loss_ce_1: 0.3549 loss_bbox_1: 0.2058 loss_giou_1: 0.3466 loss_ce_2: 0.2911 loss_bbox_2: 0.191 loss_giou_2: 0.3295 loss_ce_3: 0.2583 loss_bbox_3: 0.1814 loss_giou_3: 0.3214 loss_ce_4: 0.2424 loss_bbox_4: 0.1733 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:42] d2.utils.events INFO: eta: 8:20:44 iter: 343279 total_loss: 5.431 loss_ce: 0.2487 loss_bbox: 0.1699 loss_giou: 0.3345 loss_ce_0: 0.4655 loss_bbox_0: 0.2959 loss_giou_0: 0.5152 loss_ce_1: 0.3653 loss_bbox_1: 0.2031 loss_giou_1: 0.3792 loss_ce_2: 0.2974 loss_bbox_2: 0.184 loss_giou_2: 0.3552 loss_ce_3: 0.2675 loss_bbox_3: 0.1773 loss_giou_3: 0.3411 loss_ce_4: 0.2551 loss_bbox_4: 0.1735 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:48] d2.utils.events INFO: eta: 8:20:26 iter: 343299 total_loss: 5.233 loss_ce: 0.2592 loss_bbox: 0.1643 loss_giou: 0.3294 loss_ce_0: 0.4742 loss_bbox_0: 0.2887 loss_giou_0: 0.5219 loss_ce_1: 0.3648 loss_bbox_1: 0.1957 loss_giou_1: 0.3759 loss_ce_2: 0.3013 loss_bbox_2: 0.1805 loss_giou_2: 0.352 loss_ce_3: 0.2835 loss_bbox_3: 0.1696 loss_giou_3: 0.343 loss_ce_4: 0.2619 loss_bbox_4: 0.1687 loss_giou_4: 0.3358 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:53] d2.utils.events INFO: eta: 8:20:30 iter: 343319 total_loss: 5.505 loss_ce: 0.2575 loss_bbox: 0.1716 loss_giou: 0.355 loss_ce_0: 0.4841 loss_bbox_0: 0.2831 loss_giou_0: 0.5607 loss_ce_1: 0.3716 loss_bbox_1: 0.1947 loss_giou_1: 0.4128 loss_ce_2: 0.3005 loss_bbox_2: 0.1769 loss_giou_2: 0.3725 loss_ce_3: 0.2702 loss_bbox_3: 0.172 loss_giou_3: 0.3643 loss_ce_4: 0.2604 loss_bbox_4: 0.1739 loss_giou_4: 0.358 time: 0.2800 data_time: 0.0215 lr: 2.5e-05 max_mem: 5427M [11/03 17:13:59] d2.utils.events INFO: eta: 8:20:24 iter: 343339 total_loss: 5.195 loss_ce: 0.2348 loss_bbox: 0.1606 loss_giou: 0.3069 loss_ce_0: 0.4502 loss_bbox_0: 0.2756 loss_giou_0: 0.4855 loss_ce_1: 0.3507 loss_bbox_1: 0.1887 loss_giou_1: 0.3551 loss_ce_2: 0.2938 loss_bbox_2: 0.1729 loss_giou_2: 0.3251 loss_ce_3: 0.2595 loss_bbox_3: 0.1665 loss_giou_3: 0.313 loss_ce_4: 0.2415 loss_bbox_4: 0.1612 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:05] d2.utils.events INFO: eta: 8:20:19 iter: 343359 total_loss: 5.469 loss_ce: 0.2512 loss_bbox: 0.184 loss_giou: 0.3426 loss_ce_0: 0.4746 loss_bbox_0: 0.3005 loss_giou_0: 0.5089 loss_ce_1: 0.3667 loss_bbox_1: 0.2085 loss_giou_1: 0.3774 loss_ce_2: 0.3138 loss_bbox_2: 0.1964 loss_giou_2: 0.3607 loss_ce_3: 0.269 loss_bbox_3: 0.1917 loss_giou_3: 0.3476 loss_ce_4: 0.2567 loss_bbox_4: 0.1886 loss_giou_4: 0.3394 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:11] d2.utils.events INFO: eta: 8:20:13 iter: 343379 total_loss: 5.258 loss_ce: 0.2559 loss_bbox: 0.1595 loss_giou: 0.3148 loss_ce_0: 0.485 loss_bbox_0: 0.2814 loss_giou_0: 0.5018 loss_ce_1: 0.3665 loss_bbox_1: 0.1897 loss_giou_1: 0.3679 loss_ce_2: 0.3025 loss_bbox_2: 0.172 loss_giou_2: 0.3398 loss_ce_3: 0.2735 loss_bbox_3: 0.1684 loss_giou_3: 0.3336 loss_ce_4: 0.262 loss_bbox_4: 0.1623 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:16] d2.utils.events INFO: eta: 8:20:10 iter: 343399 total_loss: 5.258 loss_ce: 0.2454 loss_bbox: 0.1579 loss_giou: 0.2998 loss_ce_0: 0.4638 loss_bbox_0: 0.2785 loss_giou_0: 0.4747 loss_ce_1: 0.3725 loss_bbox_1: 0.1914 loss_giou_1: 0.3537 loss_ce_2: 0.3063 loss_bbox_2: 0.1719 loss_giou_2: 0.3206 loss_ce_3: 0.2656 loss_bbox_3: 0.1676 loss_giou_3: 0.306 loss_ce_4: 0.2538 loss_bbox_4: 0.1629 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:22] d2.utils.events INFO: eta: 8:19:53 iter: 343419 total_loss: 5.256 loss_ce: 0.2516 loss_bbox: 0.1723 loss_giou: 0.3107 loss_ce_0: 0.4665 loss_bbox_0: 0.2943 loss_giou_0: 0.5111 loss_ce_1: 0.3683 loss_bbox_1: 0.2041 loss_giou_1: 0.3578 loss_ce_2: 0.3017 loss_bbox_2: 0.1872 loss_giou_2: 0.3301 loss_ce_3: 0.2677 loss_bbox_3: 0.18 loss_giou_3: 0.3141 loss_ce_4: 0.2524 loss_bbox_4: 0.1741 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:28] d2.utils.events INFO: eta: 8:19:45 iter: 343439 total_loss: 5.167 loss_ce: 0.2566 loss_bbox: 0.1702 loss_giou: 0.3062 loss_ce_0: 0.4544 loss_bbox_0: 0.2886 loss_giou_0: 0.4628 loss_ce_1: 0.3652 loss_bbox_1: 0.2015 loss_giou_1: 0.3464 loss_ce_2: 0.2955 loss_bbox_2: 0.1855 loss_giou_2: 0.3262 loss_ce_3: 0.2631 loss_bbox_3: 0.1738 loss_giou_3: 0.3203 loss_ce_4: 0.2575 loss_bbox_4: 0.1716 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:33] d2.utils.events INFO: eta: 8:19:41 iter: 343459 total_loss: 5.266 loss_ce: 0.2569 loss_bbox: 0.1846 loss_giou: 0.3111 loss_ce_0: 0.4802 loss_bbox_0: 0.2916 loss_giou_0: 0.4881 loss_ce_1: 0.3716 loss_bbox_1: 0.2079 loss_giou_1: 0.3643 loss_ce_2: 0.3015 loss_bbox_2: 0.1866 loss_giou_2: 0.3346 loss_ce_3: 0.2589 loss_bbox_3: 0.1863 loss_giou_3: 0.3254 loss_ce_4: 0.2541 loss_bbox_4: 0.1845 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:39] d2.utils.events INFO: eta: 8:19:35 iter: 343479 total_loss: 5.428 loss_ce: 0.2633 loss_bbox: 0.1733 loss_giou: 0.3199 loss_ce_0: 0.4725 loss_bbox_0: 0.2838 loss_giou_0: 0.5063 loss_ce_1: 0.374 loss_bbox_1: 0.1985 loss_giou_1: 0.3799 loss_ce_2: 0.3177 loss_bbox_2: 0.1839 loss_giou_2: 0.3495 loss_ce_3: 0.2819 loss_bbox_3: 0.1773 loss_giou_3: 0.3369 loss_ce_4: 0.2693 loss_bbox_4: 0.1737 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:45] d2.utils.events INFO: eta: 8:19:42 iter: 343499 total_loss: 5.347 loss_ce: 0.2572 loss_bbox: 0.1673 loss_giou: 0.3184 loss_ce_0: 0.4807 loss_bbox_0: 0.2801 loss_giou_0: 0.4959 loss_ce_1: 0.3781 loss_bbox_1: 0.1959 loss_giou_1: 0.3615 loss_ce_2: 0.3214 loss_bbox_2: 0.1768 loss_giou_2: 0.3333 loss_ce_3: 0.2801 loss_bbox_3: 0.1751 loss_giou_3: 0.3376 loss_ce_4: 0.2671 loss_bbox_4: 0.1671 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0228 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:50] d2.utils.events INFO: eta: 8:19:25 iter: 343519 total_loss: 5.265 loss_ce: 0.2542 loss_bbox: 0.1703 loss_giou: 0.3153 loss_ce_0: 0.4635 loss_bbox_0: 0.2885 loss_giou_0: 0.4742 loss_ce_1: 0.3672 loss_bbox_1: 0.2001 loss_giou_1: 0.3471 loss_ce_2: 0.2964 loss_bbox_2: 0.1867 loss_giou_2: 0.3311 loss_ce_3: 0.2615 loss_bbox_3: 0.1788 loss_giou_3: 0.326 loss_ce_4: 0.2465 loss_bbox_4: 0.1741 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 17:14:56] d2.utils.events INFO: eta: 8:18:57 iter: 343539 total_loss: 5.154 loss_ce: 0.2452 loss_bbox: 0.1779 loss_giou: 0.3151 loss_ce_0: 0.4528 loss_bbox_0: 0.2976 loss_giou_0: 0.4831 loss_ce_1: 0.3575 loss_bbox_1: 0.2061 loss_giou_1: 0.364 loss_ce_2: 0.2971 loss_bbox_2: 0.1837 loss_giou_2: 0.3325 loss_ce_3: 0.2606 loss_bbox_3: 0.184 loss_giou_3: 0.325 loss_ce_4: 0.2481 loss_bbox_4: 0.1793 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:02] d2.utils.events INFO: eta: 8:19:13 iter: 343559 total_loss: 5.176 loss_ce: 0.247 loss_bbox: 0.1573 loss_giou: 0.3272 loss_ce_0: 0.448 loss_bbox_0: 0.2805 loss_giou_0: 0.5143 loss_ce_1: 0.3449 loss_bbox_1: 0.1846 loss_giou_1: 0.3797 loss_ce_2: 0.2832 loss_bbox_2: 0.1679 loss_giou_2: 0.3528 loss_ce_3: 0.2571 loss_bbox_3: 0.1628 loss_giou_3: 0.3393 loss_ce_4: 0.2328 loss_bbox_4: 0.1617 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:07] d2.utils.events INFO: eta: 8:18:52 iter: 343579 total_loss: 5.252 loss_ce: 0.2414 loss_bbox: 0.1627 loss_giou: 0.3241 loss_ce_0: 0.4638 loss_bbox_0: 0.2718 loss_giou_0: 0.5021 loss_ce_1: 0.3637 loss_bbox_1: 0.1897 loss_giou_1: 0.3737 loss_ce_2: 0.2876 loss_bbox_2: 0.1739 loss_giou_2: 0.3384 loss_ce_3: 0.2614 loss_bbox_3: 0.1668 loss_giou_3: 0.3343 loss_ce_4: 0.2604 loss_bbox_4: 0.1644 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:13] d2.utils.events INFO: eta: 8:19:02 iter: 343599 total_loss: 5.467 loss_ce: 0.2402 loss_bbox: 0.1777 loss_giou: 0.3421 loss_ce_0: 0.4771 loss_bbox_0: 0.2922 loss_giou_0: 0.5232 loss_ce_1: 0.3613 loss_bbox_1: 0.2059 loss_giou_1: 0.3908 loss_ce_2: 0.2964 loss_bbox_2: 0.1953 loss_giou_2: 0.366 loss_ce_3: 0.2596 loss_bbox_3: 0.183 loss_giou_3: 0.3479 loss_ce_4: 0.2461 loss_bbox_4: 0.1799 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:19] d2.utils.events INFO: eta: 8:19:04 iter: 343619 total_loss: 5.194 loss_ce: 0.2358 loss_bbox: 0.1673 loss_giou: 0.3087 loss_ce_0: 0.471 loss_bbox_0: 0.2936 loss_giou_0: 0.4845 loss_ce_1: 0.3579 loss_bbox_1: 0.1989 loss_giou_1: 0.3502 loss_ce_2: 0.2849 loss_bbox_2: 0.1843 loss_giou_2: 0.3228 loss_ce_3: 0.261 loss_bbox_3: 0.1733 loss_giou_3: 0.3141 loss_ce_4: 0.2418 loss_bbox_4: 0.1705 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:24] d2.utils.events INFO: eta: 8:18:58 iter: 343639 total_loss: 5.39 loss_ce: 0.2649 loss_bbox: 0.1806 loss_giou: 0.3239 loss_ce_0: 0.4862 loss_bbox_0: 0.3121 loss_giou_0: 0.4871 loss_ce_1: 0.3814 loss_bbox_1: 0.2144 loss_giou_1: 0.3528 loss_ce_2: 0.3147 loss_bbox_2: 0.1935 loss_giou_2: 0.3334 loss_ce_3: 0.2747 loss_bbox_3: 0.1849 loss_giou_3: 0.3309 loss_ce_4: 0.2721 loss_bbox_4: 0.1823 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:30] d2.utils.events INFO: eta: 8:18:55 iter: 343659 total_loss: 5.289 loss_ce: 0.2551 loss_bbox: 0.1703 loss_giou: 0.321 loss_ce_0: 0.4789 loss_bbox_0: 0.2792 loss_giou_0: 0.4999 loss_ce_1: 0.3701 loss_bbox_1: 0.2026 loss_giou_1: 0.3781 loss_ce_2: 0.3073 loss_bbox_2: 0.181 loss_giou_2: 0.3474 loss_ce_3: 0.2751 loss_bbox_3: 0.1763 loss_giou_3: 0.3332 loss_ce_4: 0.2563 loss_bbox_4: 0.1756 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:36] d2.utils.events INFO: eta: 8:18:48 iter: 343679 total_loss: 5.246 loss_ce: 0.265 loss_bbox: 0.1683 loss_giou: 0.3193 loss_ce_0: 0.4824 loss_bbox_0: 0.2875 loss_giou_0: 0.4931 loss_ce_1: 0.3737 loss_bbox_1: 0.1995 loss_giou_1: 0.3691 loss_ce_2: 0.311 loss_bbox_2: 0.1785 loss_giou_2: 0.3468 loss_ce_3: 0.2903 loss_bbox_3: 0.1796 loss_giou_3: 0.3359 loss_ce_4: 0.2663 loss_bbox_4: 0.167 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:41] d2.utils.events INFO: eta: 8:18:53 iter: 343699 total_loss: 5.338 loss_ce: 0.2448 loss_bbox: 0.1708 loss_giou: 0.3084 loss_ce_0: 0.4823 loss_bbox_0: 0.3061 loss_giou_0: 0.485 loss_ce_1: 0.36 loss_bbox_1: 0.2026 loss_giou_1: 0.3536 loss_ce_2: 0.2984 loss_bbox_2: 0.1839 loss_giou_2: 0.3226 loss_ce_3: 0.2651 loss_bbox_3: 0.1816 loss_giou_3: 0.318 loss_ce_4: 0.2465 loss_bbox_4: 0.1745 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0272 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:47] d2.utils.events INFO: eta: 8:18:56 iter: 343719 total_loss: 5.232 loss_ce: 0.2421 loss_bbox: 0.1641 loss_giou: 0.3304 loss_ce_0: 0.4665 loss_bbox_0: 0.2813 loss_giou_0: 0.512 loss_ce_1: 0.3547 loss_bbox_1: 0.1916 loss_giou_1: 0.3773 loss_ce_2: 0.2859 loss_bbox_2: 0.1799 loss_giou_2: 0.3543 loss_ce_3: 0.2585 loss_bbox_3: 0.1766 loss_giou_3: 0.3375 loss_ce_4: 0.2415 loss_bbox_4: 0.1624 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:53] d2.utils.events INFO: eta: 8:18:49 iter: 343739 total_loss: 4.934 loss_ce: 0.2332 loss_bbox: 0.1709 loss_giou: 0.2861 loss_ce_0: 0.4523 loss_bbox_0: 0.2983 loss_giou_0: 0.4609 loss_ce_1: 0.3466 loss_bbox_1: 0.2044 loss_giou_1: 0.3339 loss_ce_2: 0.2854 loss_bbox_2: 0.1843 loss_giou_2: 0.2951 loss_ce_3: 0.2568 loss_bbox_3: 0.1775 loss_giou_3: 0.2889 loss_ce_4: 0.24 loss_bbox_4: 0.172 loss_giou_4: 0.2897 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 17:15:58] d2.utils.events INFO: eta: 8:18:33 iter: 343759 total_loss: 5.438 loss_ce: 0.2841 loss_bbox: 0.1761 loss_giou: 0.3165 loss_ce_0: 0.4788 loss_bbox_0: 0.3163 loss_giou_0: 0.5028 loss_ce_1: 0.3787 loss_bbox_1: 0.2132 loss_giou_1: 0.3667 loss_ce_2: 0.3187 loss_bbox_2: 0.1884 loss_giou_2: 0.3305 loss_ce_3: 0.3011 loss_bbox_3: 0.1812 loss_giou_3: 0.3286 loss_ce_4: 0.2763 loss_bbox_4: 0.1742 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:04] d2.utils.events INFO: eta: 8:18:34 iter: 343779 total_loss: 5.37 loss_ce: 0.2609 loss_bbox: 0.166 loss_giou: 0.3253 loss_ce_0: 0.4777 loss_bbox_0: 0.2985 loss_giou_0: 0.5006 loss_ce_1: 0.3654 loss_bbox_1: 0.2012 loss_giou_1: 0.3739 loss_ce_2: 0.3059 loss_bbox_2: 0.1805 loss_giou_2: 0.346 loss_ce_3: 0.2788 loss_bbox_3: 0.1713 loss_giou_3: 0.3358 loss_ce_4: 0.2657 loss_bbox_4: 0.1673 loss_giou_4: 0.3299 time: 0.2800 data_time: 0.0336 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:10] d2.utils.events INFO: eta: 8:18:18 iter: 343799 total_loss: 5.225 loss_ce: 0.2491 loss_bbox: 0.1625 loss_giou: 0.3171 loss_ce_0: 0.4648 loss_bbox_0: 0.2801 loss_giou_0: 0.5103 loss_ce_1: 0.3651 loss_bbox_1: 0.1944 loss_giou_1: 0.3674 loss_ce_2: 0.3042 loss_bbox_2: 0.1779 loss_giou_2: 0.3368 loss_ce_3: 0.2681 loss_bbox_3: 0.1683 loss_giou_3: 0.3223 loss_ce_4: 0.2515 loss_bbox_4: 0.1622 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:16] d2.utils.events INFO: eta: 8:18:16 iter: 343819 total_loss: 5.212 loss_ce: 0.2462 loss_bbox: 0.1597 loss_giou: 0.3151 loss_ce_0: 0.466 loss_bbox_0: 0.2902 loss_giou_0: 0.5132 loss_ce_1: 0.3609 loss_bbox_1: 0.1954 loss_giou_1: 0.3718 loss_ce_2: 0.2921 loss_bbox_2: 0.1752 loss_giou_2: 0.3445 loss_ce_3: 0.2637 loss_bbox_3: 0.1646 loss_giou_3: 0.3332 loss_ce_4: 0.255 loss_bbox_4: 0.1625 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:21] d2.utils.events INFO: eta: 8:18:07 iter: 343839 total_loss: 5.297 loss_ce: 0.2642 loss_bbox: 0.1626 loss_giou: 0.3146 loss_ce_0: 0.4682 loss_bbox_0: 0.2849 loss_giou_0: 0.4927 loss_ce_1: 0.3643 loss_bbox_1: 0.1913 loss_giou_1: 0.3701 loss_ce_2: 0.3151 loss_bbox_2: 0.1747 loss_giou_2: 0.3346 loss_ce_3: 0.2805 loss_bbox_3: 0.1671 loss_giou_3: 0.3262 loss_ce_4: 0.2649 loss_bbox_4: 0.1655 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:27] d2.utils.events INFO: eta: 8:18:10 iter: 343859 total_loss: 5.081 loss_ce: 0.2556 loss_bbox: 0.1669 loss_giou: 0.3021 loss_ce_0: 0.4654 loss_bbox_0: 0.2845 loss_giou_0: 0.4902 loss_ce_1: 0.3561 loss_bbox_1: 0.1877 loss_giou_1: 0.3461 loss_ce_2: 0.2959 loss_bbox_2: 0.1718 loss_giou_2: 0.3164 loss_ce_3: 0.2649 loss_bbox_3: 0.1717 loss_giou_3: 0.3064 loss_ce_4: 0.2551 loss_bbox_4: 0.1697 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:33] d2.utils.events INFO: eta: 8:17:52 iter: 343879 total_loss: 5.112 loss_ce: 0.2443 loss_bbox: 0.1676 loss_giou: 0.299 loss_ce_0: 0.4586 loss_bbox_0: 0.2955 loss_giou_0: 0.4527 loss_ce_1: 0.3556 loss_bbox_1: 0.2029 loss_giou_1: 0.3455 loss_ce_2: 0.2872 loss_bbox_2: 0.1815 loss_giou_2: 0.32 loss_ce_3: 0.2522 loss_bbox_3: 0.1741 loss_giou_3: 0.3139 loss_ce_4: 0.2464 loss_bbox_4: 0.1733 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:38] d2.utils.events INFO: eta: 8:17:50 iter: 343899 total_loss: 5.143 loss_ce: 0.2288 loss_bbox: 0.172 loss_giou: 0.3205 loss_ce_0: 0.4634 loss_bbox_0: 0.2938 loss_giou_0: 0.4981 loss_ce_1: 0.3514 loss_bbox_1: 0.1956 loss_giou_1: 0.3602 loss_ce_2: 0.2753 loss_bbox_2: 0.1815 loss_giou_2: 0.3366 loss_ce_3: 0.2406 loss_bbox_3: 0.1754 loss_giou_3: 0.3272 loss_ce_4: 0.235 loss_bbox_4: 0.1735 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0248 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:44] d2.utils.events INFO: eta: 8:17:48 iter: 343919 total_loss: 5.495 loss_ce: 0.2457 loss_bbox: 0.1815 loss_giou: 0.3308 loss_ce_0: 0.4896 loss_bbox_0: 0.2957 loss_giou_0: 0.5113 loss_ce_1: 0.383 loss_bbox_1: 0.2092 loss_giou_1: 0.3928 loss_ce_2: 0.3031 loss_bbox_2: 0.1982 loss_giou_2: 0.352 loss_ce_3: 0.2716 loss_bbox_3: 0.1894 loss_giou_3: 0.3396 loss_ce_4: 0.2491 loss_bbox_4: 0.1858 loss_giou_4: 0.3359 time: 0.2800 data_time: 0.0350 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:50] d2.utils.events INFO: eta: 8:17:38 iter: 343939 total_loss: 5.354 loss_ce: 0.2456 loss_bbox: 0.1724 loss_giou: 0.3272 loss_ce_0: 0.4618 loss_bbox_0: 0.2951 loss_giou_0: 0.5066 loss_ce_1: 0.3615 loss_bbox_1: 0.203 loss_giou_1: 0.3582 loss_ce_2: 0.305 loss_bbox_2: 0.1895 loss_giou_2: 0.3429 loss_ce_3: 0.2615 loss_bbox_3: 0.1779 loss_giou_3: 0.3347 loss_ce_4: 0.2484 loss_bbox_4: 0.1765 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:16:55] d2.utils.events INFO: eta: 8:17:28 iter: 343959 total_loss: 5.342 loss_ce: 0.2542 loss_bbox: 0.1698 loss_giou: 0.3279 loss_ce_0: 0.4687 loss_bbox_0: 0.2909 loss_giou_0: 0.527 loss_ce_1: 0.363 loss_bbox_1: 0.2031 loss_giou_1: 0.386 loss_ce_2: 0.2968 loss_bbox_2: 0.1799 loss_giou_2: 0.3506 loss_ce_3: 0.2699 loss_bbox_3: 0.1718 loss_giou_3: 0.3394 loss_ce_4: 0.2557 loss_bbox_4: 0.1694 loss_giou_4: 0.3307 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:01] d2.utils.events INFO: eta: 8:17:08 iter: 343979 total_loss: 5.369 loss_ce: 0.2669 loss_bbox: 0.1715 loss_giou: 0.3168 loss_ce_0: 0.4945 loss_bbox_0: 0.29 loss_giou_0: 0.4912 loss_ce_1: 0.374 loss_bbox_1: 0.2029 loss_giou_1: 0.3686 loss_ce_2: 0.3134 loss_bbox_2: 0.1821 loss_giou_2: 0.3384 loss_ce_3: 0.2787 loss_bbox_3: 0.1764 loss_giou_3: 0.3262 loss_ce_4: 0.2717 loss_bbox_4: 0.1724 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:07] d2.utils.events INFO: eta: 8:17:06 iter: 343999 total_loss: 5.133 loss_ce: 0.2467 loss_bbox: 0.1619 loss_giou: 0.3116 loss_ce_0: 0.4668 loss_bbox_0: 0.2753 loss_giou_0: 0.4851 loss_ce_1: 0.3624 loss_bbox_1: 0.1938 loss_giou_1: 0.3626 loss_ce_2: 0.3017 loss_bbox_2: 0.1765 loss_giou_2: 0.3357 loss_ce_3: 0.2608 loss_bbox_3: 0.1679 loss_giou_3: 0.3259 loss_ce_4: 0.2457 loss_bbox_4: 0.1655 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:12] d2.utils.events INFO: eta: 8:16:56 iter: 344019 total_loss: 5.176 loss_ce: 0.2462 loss_bbox: 0.1728 loss_giou: 0.3036 loss_ce_0: 0.4735 loss_bbox_0: 0.2987 loss_giou_0: 0.4662 loss_ce_1: 0.3561 loss_bbox_1: 0.202 loss_giou_1: 0.3461 loss_ce_2: 0.2933 loss_bbox_2: 0.1859 loss_giou_2: 0.3233 loss_ce_3: 0.2621 loss_bbox_3: 0.1809 loss_giou_3: 0.3157 loss_ce_4: 0.2511 loss_bbox_4: 0.1784 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:18] d2.utils.events INFO: eta: 8:16:50 iter: 344039 total_loss: 5.196 loss_ce: 0.2475 loss_bbox: 0.1605 loss_giou: 0.326 loss_ce_0: 0.4882 loss_bbox_0: 0.2922 loss_giou_0: 0.4933 loss_ce_1: 0.3681 loss_bbox_1: 0.1936 loss_giou_1: 0.3696 loss_ce_2: 0.3041 loss_bbox_2: 0.1709 loss_giou_2: 0.3416 loss_ce_3: 0.273 loss_bbox_3: 0.1636 loss_giou_3: 0.3362 loss_ce_4: 0.2485 loss_bbox_4: 0.1636 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:24] d2.utils.events INFO: eta: 8:16:44 iter: 344059 total_loss: 5.317 loss_ce: 0.2521 loss_bbox: 0.1622 loss_giou: 0.327 loss_ce_0: 0.4795 loss_bbox_0: 0.2838 loss_giou_0: 0.5138 loss_ce_1: 0.3562 loss_bbox_1: 0.1945 loss_giou_1: 0.3807 loss_ce_2: 0.2994 loss_bbox_2: 0.1723 loss_giou_2: 0.3528 loss_ce_3: 0.2661 loss_bbox_3: 0.1697 loss_giou_3: 0.339 loss_ce_4: 0.2553 loss_bbox_4: 0.165 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:29] d2.utils.events INFO: eta: 8:16:25 iter: 344079 total_loss: 5.531 loss_ce: 0.2699 loss_bbox: 0.1768 loss_giou: 0.342 loss_ce_0: 0.4735 loss_bbox_0: 0.2986 loss_giou_0: 0.5235 loss_ce_1: 0.3671 loss_bbox_1: 0.2095 loss_giou_1: 0.3913 loss_ce_2: 0.3179 loss_bbox_2: 0.1885 loss_giou_2: 0.3707 loss_ce_3: 0.2814 loss_bbox_3: 0.1825 loss_giou_3: 0.3513 loss_ce_4: 0.2688 loss_bbox_4: 0.1791 loss_giou_4: 0.3492 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:35] d2.utils.events INFO: eta: 8:16:33 iter: 344099 total_loss: 5.306 loss_ce: 0.2396 loss_bbox: 0.1664 loss_giou: 0.3224 loss_ce_0: 0.4647 loss_bbox_0: 0.2902 loss_giou_0: 0.512 loss_ce_1: 0.3525 loss_bbox_1: 0.2061 loss_giou_1: 0.3778 loss_ce_2: 0.295 loss_bbox_2: 0.1796 loss_giou_2: 0.3439 loss_ce_3: 0.2615 loss_bbox_3: 0.1736 loss_giou_3: 0.3355 loss_ce_4: 0.2422 loss_bbox_4: 0.1674 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:41] d2.utils.events INFO: eta: 8:16:35 iter: 344119 total_loss: 5.407 loss_ce: 0.2574 loss_bbox: 0.1786 loss_giou: 0.3141 loss_ce_0: 0.4795 loss_bbox_0: 0.3048 loss_giou_0: 0.485 loss_ce_1: 0.3585 loss_bbox_1: 0.2038 loss_giou_1: 0.3638 loss_ce_2: 0.3061 loss_bbox_2: 0.193 loss_giou_2: 0.3375 loss_ce_3: 0.2744 loss_bbox_3: 0.1859 loss_giou_3: 0.3267 loss_ce_4: 0.2617 loss_bbox_4: 0.1833 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:46] d2.utils.events INFO: eta: 8:16:30 iter: 344139 total_loss: 5.401 loss_ce: 0.2555 loss_bbox: 0.1753 loss_giou: 0.3322 loss_ce_0: 0.482 loss_bbox_0: 0.288 loss_giou_0: 0.5037 loss_ce_1: 0.3752 loss_bbox_1: 0.2128 loss_giou_1: 0.3791 loss_ce_2: 0.3003 loss_bbox_2: 0.1914 loss_giou_2: 0.3593 loss_ce_3: 0.2684 loss_bbox_3: 0.1861 loss_giou_3: 0.3444 loss_ce_4: 0.2576 loss_bbox_4: 0.1794 loss_giou_4: 0.3332 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:52] d2.utils.events INFO: eta: 8:16:27 iter: 344159 total_loss: 4.957 loss_ce: 0.2174 loss_bbox: 0.1574 loss_giou: 0.3143 loss_ce_0: 0.4609 loss_bbox_0: 0.2809 loss_giou_0: 0.4648 loss_ce_1: 0.3459 loss_bbox_1: 0.186 loss_giou_1: 0.3489 loss_ce_2: 0.2797 loss_bbox_2: 0.1713 loss_giou_2: 0.3298 loss_ce_3: 0.2435 loss_bbox_3: 0.1631 loss_giou_3: 0.3211 loss_ce_4: 0.2287 loss_bbox_4: 0.1611 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 17:17:58] d2.utils.events INFO: eta: 8:16:10 iter: 344179 total_loss: 5.5 loss_ce: 0.2641 loss_bbox: 0.1814 loss_giou: 0.3263 loss_ce_0: 0.4835 loss_bbox_0: 0.3132 loss_giou_0: 0.5016 loss_ce_1: 0.3864 loss_bbox_1: 0.2221 loss_giou_1: 0.3713 loss_ce_2: 0.3276 loss_bbox_2: 0.1902 loss_giou_2: 0.3493 loss_ce_3: 0.2884 loss_bbox_3: 0.1852 loss_giou_3: 0.3409 loss_ce_4: 0.2687 loss_bbox_4: 0.1863 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:03] d2.utils.events INFO: eta: 8:15:46 iter: 344199 total_loss: 5.33 loss_ce: 0.2575 loss_bbox: 0.1933 loss_giou: 0.3081 loss_ce_0: 0.4616 loss_bbox_0: 0.3114 loss_giou_0: 0.4646 loss_ce_1: 0.3715 loss_bbox_1: 0.2224 loss_giou_1: 0.3547 loss_ce_2: 0.3004 loss_bbox_2: 0.2054 loss_giou_2: 0.3273 loss_ce_3: 0.2719 loss_bbox_3: 0.1962 loss_giou_3: 0.3143 loss_ce_4: 0.2633 loss_bbox_4: 0.1943 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:09] d2.utils.events INFO: eta: 8:15:31 iter: 344219 total_loss: 5.227 loss_ce: 0.2412 loss_bbox: 0.1765 loss_giou: 0.3063 loss_ce_0: 0.4682 loss_bbox_0: 0.2852 loss_giou_0: 0.4523 loss_ce_1: 0.3475 loss_bbox_1: 0.2077 loss_giou_1: 0.3538 loss_ce_2: 0.3054 loss_bbox_2: 0.1838 loss_giou_2: 0.3229 loss_ce_3: 0.2733 loss_bbox_3: 0.1796 loss_giou_3: 0.3178 loss_ce_4: 0.2496 loss_bbox_4: 0.1784 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:15] d2.utils.events INFO: eta: 8:15:41 iter: 344239 total_loss: 5.408 loss_ce: 0.2514 loss_bbox: 0.1716 loss_giou: 0.342 loss_ce_0: 0.4704 loss_bbox_0: 0.2997 loss_giou_0: 0.5188 loss_ce_1: 0.3548 loss_bbox_1: 0.2111 loss_giou_1: 0.3845 loss_ce_2: 0.3018 loss_bbox_2: 0.189 loss_giou_2: 0.3598 loss_ce_3: 0.2728 loss_bbox_3: 0.1807 loss_giou_3: 0.3545 loss_ce_4: 0.2558 loss_bbox_4: 0.1756 loss_giou_4: 0.3527 time: 0.2800 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:20] d2.utils.events INFO: eta: 8:15:34 iter: 344259 total_loss: 5.235 loss_ce: 0.2428 loss_bbox: 0.1685 loss_giou: 0.3317 loss_ce_0: 0.47 loss_bbox_0: 0.2948 loss_giou_0: 0.5162 loss_ce_1: 0.3527 loss_bbox_1: 0.2119 loss_giou_1: 0.3821 loss_ce_2: 0.2834 loss_bbox_2: 0.1867 loss_giou_2: 0.3564 loss_ce_3: 0.2493 loss_bbox_3: 0.1801 loss_giou_3: 0.3427 loss_ce_4: 0.2443 loss_bbox_4: 0.1695 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:26] d2.utils.events INFO: eta: 8:15:29 iter: 344279 total_loss: 5.356 loss_ce: 0.2784 loss_bbox: 0.1733 loss_giou: 0.3102 loss_ce_0: 0.4806 loss_bbox_0: 0.298 loss_giou_0: 0.4947 loss_ce_1: 0.3738 loss_bbox_1: 0.2205 loss_giou_1: 0.363 loss_ce_2: 0.3126 loss_bbox_2: 0.1963 loss_giou_2: 0.3291 loss_ce_3: 0.2821 loss_bbox_3: 0.1818 loss_giou_3: 0.3211 loss_ce_4: 0.2782 loss_bbox_4: 0.1749 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0213 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:32] d2.utils.events INFO: eta: 8:15:18 iter: 344299 total_loss: 5.412 loss_ce: 0.2723 loss_bbox: 0.1785 loss_giou: 0.3137 loss_ce_0: 0.5011 loss_bbox_0: 0.2966 loss_giou_0: 0.5051 loss_ce_1: 0.3902 loss_bbox_1: 0.2076 loss_giou_1: 0.3687 loss_ce_2: 0.3333 loss_bbox_2: 0.1899 loss_giou_2: 0.3416 loss_ce_3: 0.2751 loss_bbox_3: 0.1892 loss_giou_3: 0.3306 loss_ce_4: 0.2609 loss_bbox_4: 0.1854 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0362 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:37] d2.utils.events INFO: eta: 8:15:13 iter: 344319 total_loss: 5.63 loss_ce: 0.2848 loss_bbox: 0.1726 loss_giou: 0.3358 loss_ce_0: 0.5046 loss_bbox_0: 0.3037 loss_giou_0: 0.5279 loss_ce_1: 0.3867 loss_bbox_1: 0.203 loss_giou_1: 0.3881 loss_ce_2: 0.3348 loss_bbox_2: 0.1866 loss_giou_2: 0.3625 loss_ce_3: 0.3092 loss_bbox_3: 0.1721 loss_giou_3: 0.3495 loss_ce_4: 0.2899 loss_bbox_4: 0.1714 loss_giou_4: 0.3435 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:43] d2.utils.events INFO: eta: 8:15:15 iter: 344339 total_loss: 5.398 loss_ce: 0.2545 loss_bbox: 0.1681 loss_giou: 0.3224 loss_ce_0: 0.4792 loss_bbox_0: 0.2887 loss_giou_0: 0.4982 loss_ce_1: 0.3778 loss_bbox_1: 0.1959 loss_giou_1: 0.3678 loss_ce_2: 0.3024 loss_bbox_2: 0.1794 loss_giou_2: 0.3473 loss_ce_3: 0.2695 loss_bbox_3: 0.1708 loss_giou_3: 0.3367 loss_ce_4: 0.2567 loss_bbox_4: 0.1718 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:49] d2.utils.events INFO: eta: 8:15:09 iter: 344359 total_loss: 5.355 loss_ce: 0.2643 loss_bbox: 0.1747 loss_giou: 0.3108 loss_ce_0: 0.4625 loss_bbox_0: 0.3015 loss_giou_0: 0.4673 loss_ce_1: 0.3551 loss_bbox_1: 0.2057 loss_giou_1: 0.3573 loss_ce_2: 0.3095 loss_bbox_2: 0.1849 loss_giou_2: 0.3281 loss_ce_3: 0.2723 loss_bbox_3: 0.1823 loss_giou_3: 0.3224 loss_ce_4: 0.2605 loss_bbox_4: 0.1733 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 17:18:55] d2.utils.events INFO: eta: 8:15:04 iter: 344379 total_loss: 5.046 loss_ce: 0.2235 loss_bbox: 0.1769 loss_giou: 0.3084 loss_ce_0: 0.4483 loss_bbox_0: 0.283 loss_giou_0: 0.4545 loss_ce_1: 0.3346 loss_bbox_1: 0.2004 loss_giou_1: 0.3567 loss_ce_2: 0.2783 loss_bbox_2: 0.1847 loss_giou_2: 0.3293 loss_ce_3: 0.238 loss_bbox_3: 0.1779 loss_giou_3: 0.317 loss_ce_4: 0.2263 loss_bbox_4: 0.179 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 17:19:00] d2.utils.events INFO: eta: 8:14:57 iter: 344399 total_loss: 5.324 loss_ce: 0.2561 loss_bbox: 0.1748 loss_giou: 0.3252 loss_ce_0: 0.476 loss_bbox_0: 0.3022 loss_giou_0: 0.5153 loss_ce_1: 0.3486 loss_bbox_1: 0.2168 loss_giou_1: 0.3785 loss_ce_2: 0.2884 loss_bbox_2: 0.1976 loss_giou_2: 0.343 loss_ce_3: 0.2629 loss_bbox_3: 0.1797 loss_giou_3: 0.3386 loss_ce_4: 0.2552 loss_bbox_4: 0.1807 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 17:19:06] d2.utils.events INFO: eta: 8:14:51 iter: 344419 total_loss: 5.143 loss_ce: 0.2391 loss_bbox: 0.1677 loss_giou: 0.3097 loss_ce_0: 0.4608 loss_bbox_0: 0.2846 loss_giou_0: 0.4929 loss_ce_1: 0.3537 loss_bbox_1: 0.2017 loss_giou_1: 0.3653 loss_ce_2: 0.2799 loss_bbox_2: 0.1825 loss_giou_2: 0.3241 loss_ce_3: 0.256 loss_bbox_3: 0.1772 loss_giou_3: 0.3201 loss_ce_4: 0.2407 loss_bbox_4: 0.1692 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 17:19:12] d2.utils.events INFO: eta: 8:14:57 iter: 344439 total_loss: 5.47 loss_ce: 0.258 loss_bbox: 0.1838 loss_giou: 0.334 loss_ce_0: 0.4705 loss_bbox_0: 0.3081 loss_giou_0: 0.5231 loss_ce_1: 0.3635 loss_bbox_1: 0.2177 loss_giou_1: 0.3734 loss_ce_2: 0.3113 loss_bbox_2: 0.1982 loss_giou_2: 0.3497 loss_ce_3: 0.2731 loss_bbox_3: 0.1946 loss_giou_3: 0.3415 loss_ce_4: 0.2638 loss_bbox_4: 0.1897 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 17:19:17] d2.utils.events INFO: eta: 8:14:41 iter: 344459 total_loss: 5.01 loss_ce: 0.2406 loss_bbox: 0.1641 loss_giou: 0.3048 loss_ce_0: 0.4669 loss_bbox_0: 0.2815 loss_giou_0: 0.4728 loss_ce_1: 0.3484 loss_bbox_1: 0.1894 loss_giou_1: 0.3533 loss_ce_2: 0.2987 loss_bbox_2: 0.1735 loss_giou_2: 0.3239 loss_ce_3: 0.2636 loss_bbox_3: 0.1692 loss_giou_3: 0.3182 loss_ce_4: 0.2489 loss_bbox_4: 0.1637 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 17:19:23] d2.utils.events INFO: eta: 8:14:33 iter: 344479 total_loss: 5.398 loss_ce: 0.2604 loss_bbox: 0.1645 loss_giou: 0.325 loss_ce_0: 0.4784 loss_bbox_0: 0.2861 loss_giou_0: 0.5244 loss_ce_1: 0.3606 loss_bbox_1: 0.2037 loss_giou_1: 0.38 loss_ce_2: 0.2999 loss_bbox_2: 0.1821 loss_giou_2: 0.3416 loss_ce_3: 0.2677 loss_bbox_3: 0.1767 loss_giou_3: 0.3378 loss_ce_4: 0.2525 loss_bbox_4: 0.1684 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 17:19:29] d2.utils.events INFO: eta: 8:14:17 iter: 344499 total_loss: 5.016 loss_ce: 0.2299 loss_bbox: 0.1531 loss_giou: 0.2781 loss_ce_0: 0.4661 loss_bbox_0: 0.277 loss_giou_0: 0.4719 loss_ce_1: 0.356 loss_bbox_1: 0.1831 loss_giou_1: 0.324 loss_ce_2: 0.2922 loss_bbox_2: 0.1669 loss_giou_2: 0.2992 loss_ce_3: 0.253 loss_bbox_3: 0.1595 loss_giou_3: 0.2918 loss_ce_4: 0.2386 loss_bbox_4: 0.1564 loss_giou_4: 0.2828 time: 0.2800 data_time: 0.0295 lr: 2.5e-05 max_mem: 5427M [11/03 17:19:32] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 17:19:32] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 17:19:32] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 17:19:32] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 17:19:32] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 17:19:33] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 17:19:39] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0427 s/iter. Eval: 0.0003 s/iter. Total: 0.0439 s/iter. ETA=0:00:26 [11/03 17:19:44] d2.evaluation.evaluator INFO: Inference done 90/625. Dataloading: 0.0033 s/iter. Inference: 0.0482 s/iter. Eval: 0.0106 s/iter. Total: 0.0621 s/iter. ETA=0:00:33 [11/03 17:19:49] d2.evaluation.evaluator INFO: Inference done 186/625. Dataloading: 0.0029 s/iter. Inference: 0.0488 s/iter. Eval: 0.0051 s/iter. Total: 0.0569 s/iter. ETA=0:00:24 [11/03 17:19:54] d2.evaluation.evaluator INFO: Inference done 281/625. Dataloading: 0.0027 s/iter. Inference: 0.0492 s/iter. Eval: 0.0035 s/iter. Total: 0.0555 s/iter. ETA=0:00:19 [11/03 17:19:59] d2.evaluation.evaluator INFO: Inference done 374/625. Dataloading: 0.0028 s/iter. Inference: 0.0495 s/iter. Eval: 0.0027 s/iter. Total: 0.0551 s/iter. ETA=0:00:13 [11/03 17:20:04] d2.evaluation.evaluator INFO: Inference done 447/625. Dataloading: 0.0029 s/iter. Inference: 0.0494 s/iter. Eval: 0.0050 s/iter. Total: 0.0574 s/iter. ETA=0:00:10 [11/03 17:20:09] d2.evaluation.evaluator INFO: Inference done 546/625. Dataloading: 0.0028 s/iter. Inference: 0.0491 s/iter. Eval: 0.0042 s/iter. Total: 0.0562 s/iter. ETA=0:00:04 [11/03 17:20:13] d2.evaluation.evaluator INFO: Total inference time: 0:00:34.320230 (0.055355 s / iter per device, on 8 devices) [11/03 17:20:13] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048358 s / iter per device, on 8 devices) [11/03 17:20:22] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 17:20:22] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 17:20:24] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 17:20:30] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 17:20:43] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.68 seconds. [11/03 17:20:44] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 17:20:45] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.58 seconds. [11/03 17:20:45] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 42.988 | 62.159 | 46.032 | 24.932 | 45.755 | 58.643 | [11/03 17:20:45] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 54.563 | bicycle | 30.789 | car | 43.715 | | motorcycle | 43.117 | airplane | 67.334 | bus | 66.573 | | train | 66.342 | truck | 38.284 | boat | 25.518 | | traffic light | 28.048 | fire hydrant | 68.092 | stop sign | 68.337 | | parking meter | 46.079 | bench | 26.955 | bird | 37.596 | | cat | 70.727 | dog | 67.963 | horse | 59.810 | | sheep | 51.634 | cow | 59.189 | elephant | 65.366 | | bear | 73.803 | zebra | 67.630 | giraffe | 67.093 | | backpack | 16.428 | umbrella | 39.554 | handbag | 16.464 | | tie | 32.288 | suitcase | 42.123 | frisbee | 68.988 | | skis | 25.786 | snowboard | 44.430 | sports ball | 47.199 | | kite | 45.088 | baseball bat | 32.615 | baseball glove | 39.141 | | skateboard | 54.480 | surfboard | 39.076 | tennis racket | 47.614 | | bottle | 37.663 | wine glass | 33.506 | cup | 42.057 | | fork | 32.431 | knife | 18.203 | spoon | 17.314 | | bowl | 43.815 | banana | 25.135 | apple | 19.235 | | sandwich | 36.872 | orange | 32.977 | broccoli | 20.776 | | carrot | 21.867 | hot dog | 36.964 | pizza | 54.280 | | donut | 45.796 | cake | 35.555 | chair | 28.214 | | couch | 47.082 | potted plant | 25.365 | bed | 50.940 | | dining table | 30.372 | toilet | 59.739 | tv | 57.400 | | laptop | 60.706 | mouse | 60.457 | remote | 31.877 | | keyboard | 50.043 | cell phone | 39.830 | microwave | 61.981 | | oven | 33.793 | toaster | 44.045 | sink | 32.637 | | refrigerator | 59.601 | book | 12.418 | clock | 51.573 | | vase | 40.665 | scissors | 33.505 | teddy bear | 47.773 | | hair drier | 10.677 | toothbrush | 28.031 | | | [11/03 17:20:46] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 17:20:46] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 17:20:46] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 17:20:46] d2.evaluation.testing INFO: copypaste: 42.9875,62.1590,46.0317,24.9322,45.7551,58.6432 [11/03 17:20:49] d2.utils.events INFO: eta: 8:14:21 iter: 344519 total_loss: 5.447 loss_ce: 0.2755 loss_bbox: 0.1798 loss_giou: 0.3182 loss_ce_0: 0.488 loss_bbox_0: 0.303 loss_giou_0: 0.4884 loss_ce_1: 0.3914 loss_bbox_1: 0.2079 loss_giou_1: 0.3666 loss_ce_2: 0.3126 loss_bbox_2: 0.1895 loss_giou_2: 0.337 loss_ce_3: 0.2834 loss_bbox_3: 0.1886 loss_giou_3: 0.33 loss_ce_4: 0.2736 loss_bbox_4: 0.1824 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 17:20:55] d2.utils.events INFO: eta: 8:14:22 iter: 344539 total_loss: 5.244 loss_ce: 0.2438 loss_bbox: 0.1682 loss_giou: 0.3341 loss_ce_0: 0.4599 loss_bbox_0: 0.2775 loss_giou_0: 0.495 loss_ce_1: 0.3394 loss_bbox_1: 0.1958 loss_giou_1: 0.383 loss_ce_2: 0.2804 loss_bbox_2: 0.1827 loss_giou_2: 0.3519 loss_ce_3: 0.2614 loss_bbox_3: 0.1751 loss_giou_3: 0.3429 loss_ce_4: 0.2455 loss_bbox_4: 0.1705 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:01] d2.utils.events INFO: eta: 8:14:05 iter: 344559 total_loss: 5.25 loss_ce: 0.2515 loss_bbox: 0.1697 loss_giou: 0.3259 loss_ce_0: 0.4579 loss_bbox_0: 0.2888 loss_giou_0: 0.491 loss_ce_1: 0.3572 loss_bbox_1: 0.1991 loss_giou_1: 0.36 loss_ce_2: 0.2927 loss_bbox_2: 0.1744 loss_giou_2: 0.3313 loss_ce_3: 0.2659 loss_bbox_3: 0.1737 loss_giou_3: 0.3261 loss_ce_4: 0.2498 loss_bbox_4: 0.1717 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:06] d2.utils.events INFO: eta: 8:14:15 iter: 344579 total_loss: 5.073 loss_ce: 0.2254 loss_bbox: 0.163 loss_giou: 0.3236 loss_ce_0: 0.4497 loss_bbox_0: 0.2927 loss_giou_0: 0.514 loss_ce_1: 0.3409 loss_bbox_1: 0.1957 loss_giou_1: 0.3759 loss_ce_2: 0.2766 loss_bbox_2: 0.18 loss_giou_2: 0.344 loss_ce_3: 0.2491 loss_bbox_3: 0.1741 loss_giou_3: 0.339 loss_ce_4: 0.2327 loss_bbox_4: 0.1686 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:12] d2.utils.events INFO: eta: 8:14:00 iter: 344599 total_loss: 5.427 loss_ce: 0.2633 loss_bbox: 0.1704 loss_giou: 0.3147 loss_ce_0: 0.4807 loss_bbox_0: 0.2987 loss_giou_0: 0.4944 loss_ce_1: 0.3739 loss_bbox_1: 0.2053 loss_giou_1: 0.3662 loss_ce_2: 0.3051 loss_bbox_2: 0.1815 loss_giou_2: 0.333 loss_ce_3: 0.269 loss_bbox_3: 0.174 loss_giou_3: 0.3226 loss_ce_4: 0.262 loss_bbox_4: 0.1752 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:18] d2.utils.events INFO: eta: 8:13:54 iter: 344619 total_loss: 5.147 loss_ce: 0.2305 loss_bbox: 0.1549 loss_giou: 0.3078 loss_ce_0: 0.4504 loss_bbox_0: 0.2821 loss_giou_0: 0.4788 loss_ce_1: 0.341 loss_bbox_1: 0.1941 loss_giou_1: 0.3484 loss_ce_2: 0.2871 loss_bbox_2: 0.1705 loss_giou_2: 0.3256 loss_ce_3: 0.2439 loss_bbox_3: 0.1599 loss_giou_3: 0.3129 loss_ce_4: 0.2307 loss_bbox_4: 0.1589 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:23] d2.utils.events INFO: eta: 8:13:40 iter: 344639 total_loss: 5.006 loss_ce: 0.2333 loss_bbox: 0.1573 loss_giou: 0.3047 loss_ce_0: 0.4574 loss_bbox_0: 0.2768 loss_giou_0: 0.4769 loss_ce_1: 0.3462 loss_bbox_1: 0.1852 loss_giou_1: 0.3536 loss_ce_2: 0.2797 loss_bbox_2: 0.166 loss_giou_2: 0.3196 loss_ce_3: 0.2397 loss_bbox_3: 0.1632 loss_giou_3: 0.3106 loss_ce_4: 0.2294 loss_bbox_4: 0.1585 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:29] d2.utils.events INFO: eta: 8:13:32 iter: 344659 total_loss: 5.502 loss_ce: 0.2525 loss_bbox: 0.1822 loss_giou: 0.3475 loss_ce_0: 0.4487 loss_bbox_0: 0.2901 loss_giou_0: 0.5227 loss_ce_1: 0.3537 loss_bbox_1: 0.2073 loss_giou_1: 0.3945 loss_ce_2: 0.2887 loss_bbox_2: 0.2005 loss_giou_2: 0.3672 loss_ce_3: 0.2616 loss_bbox_3: 0.194 loss_giou_3: 0.3562 loss_ce_4: 0.2513 loss_bbox_4: 0.1874 loss_giou_4: 0.3505 time: 0.2800 data_time: 0.0314 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:35] d2.utils.events INFO: eta: 8:13:27 iter: 344679 total_loss: 5.379 loss_ce: 0.2675 loss_bbox: 0.1772 loss_giou: 0.3203 loss_ce_0: 0.4698 loss_bbox_0: 0.3028 loss_giou_0: 0.4899 loss_ce_1: 0.3526 loss_bbox_1: 0.2119 loss_giou_1: 0.3525 loss_ce_2: 0.2945 loss_bbox_2: 0.1949 loss_giou_2: 0.3361 loss_ce_3: 0.2655 loss_bbox_3: 0.1839 loss_giou_3: 0.3256 loss_ce_4: 0.2627 loss_bbox_4: 0.1762 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0324 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:40] d2.utils.events INFO: eta: 8:13:03 iter: 344699 total_loss: 5.29 loss_ce: 0.2562 loss_bbox: 0.1672 loss_giou: 0.3435 loss_ce_0: 0.4597 loss_bbox_0: 0.281 loss_giou_0: 0.5129 loss_ce_1: 0.3474 loss_bbox_1: 0.2014 loss_giou_1: 0.3911 loss_ce_2: 0.2935 loss_bbox_2: 0.1795 loss_giou_2: 0.3603 loss_ce_3: 0.2645 loss_bbox_3: 0.1742 loss_giou_3: 0.355 loss_ce_4: 0.2521 loss_bbox_4: 0.1692 loss_giou_4: 0.3467 time: 0.2800 data_time: 0.0166 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:46] d2.utils.events INFO: eta: 8:12:53 iter: 344719 total_loss: 5.871 loss_ce: 0.2788 loss_bbox: 0.1698 loss_giou: 0.3451 loss_ce_0: 0.5061 loss_bbox_0: 0.3071 loss_giou_0: 0.5022 loss_ce_1: 0.388 loss_bbox_1: 0.2038 loss_giou_1: 0.3859 loss_ce_2: 0.3387 loss_bbox_2: 0.1915 loss_giou_2: 0.362 loss_ce_3: 0.3075 loss_bbox_3: 0.1783 loss_giou_3: 0.3575 loss_ce_4: 0.292 loss_bbox_4: 0.1735 loss_giou_4: 0.3541 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:52] d2.utils.events INFO: eta: 8:12:32 iter: 344739 total_loss: 5.206 loss_ce: 0.2377 loss_bbox: 0.1663 loss_giou: 0.3067 loss_ce_0: 0.4542 loss_bbox_0: 0.2917 loss_giou_0: 0.4792 loss_ce_1: 0.3257 loss_bbox_1: 0.1902 loss_giou_1: 0.3473 loss_ce_2: 0.2822 loss_bbox_2: 0.1751 loss_giou_2: 0.3239 loss_ce_3: 0.2606 loss_bbox_3: 0.1713 loss_giou_3: 0.3164 loss_ce_4: 0.24 loss_bbox_4: 0.1704 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 17:21:57] d2.utils.events INFO: eta: 8:12:29 iter: 344759 total_loss: 5.467 loss_ce: 0.2647 loss_bbox: 0.1809 loss_giou: 0.3251 loss_ce_0: 0.483 loss_bbox_0: 0.3106 loss_giou_0: 0.5272 loss_ce_1: 0.3794 loss_bbox_1: 0.2139 loss_giou_1: 0.3866 loss_ce_2: 0.321 loss_bbox_2: 0.1997 loss_giou_2: 0.3592 loss_ce_3: 0.2757 loss_bbox_3: 0.1876 loss_giou_3: 0.3463 loss_ce_4: 0.2618 loss_bbox_4: 0.1853 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:03] d2.utils.events INFO: eta: 8:12:26 iter: 344779 total_loss: 5.249 loss_ce: 0.2568 loss_bbox: 0.1678 loss_giou: 0.3241 loss_ce_0: 0.4785 loss_bbox_0: 0.2951 loss_giou_0: 0.4758 loss_ce_1: 0.3667 loss_bbox_1: 0.1995 loss_giou_1: 0.3575 loss_ce_2: 0.3047 loss_bbox_2: 0.1746 loss_giou_2: 0.3321 loss_ce_3: 0.2733 loss_bbox_3: 0.1735 loss_giou_3: 0.3332 loss_ce_4: 0.2625 loss_bbox_4: 0.1678 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:09] d2.utils.events INFO: eta: 8:12:23 iter: 344799 total_loss: 5.356 loss_ce: 0.2533 loss_bbox: 0.1631 loss_giou: 0.3197 loss_ce_0: 0.4672 loss_bbox_0: 0.2989 loss_giou_0: 0.4973 loss_ce_1: 0.3634 loss_bbox_1: 0.2039 loss_giou_1: 0.3661 loss_ce_2: 0.3191 loss_bbox_2: 0.1784 loss_giou_2: 0.3338 loss_ce_3: 0.2784 loss_bbox_3: 0.174 loss_giou_3: 0.3267 loss_ce_4: 0.2568 loss_bbox_4: 0.1686 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:14] d2.utils.events INFO: eta: 8:11:58 iter: 344819 total_loss: 5.34 loss_ce: 0.2521 loss_bbox: 0.1796 loss_giou: 0.306 loss_ce_0: 0.4624 loss_bbox_0: 0.2895 loss_giou_0: 0.466 loss_ce_1: 0.3528 loss_bbox_1: 0.2096 loss_giou_1: 0.3511 loss_ce_2: 0.2904 loss_bbox_2: 0.189 loss_giou_2: 0.329 loss_ce_3: 0.2662 loss_bbox_3: 0.1819 loss_giou_3: 0.3177 loss_ce_4: 0.2517 loss_bbox_4: 0.1812 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:20] d2.utils.events INFO: eta: 8:11:53 iter: 344839 total_loss: 5.418 loss_ce: 0.2448 loss_bbox: 0.1595 loss_giou: 0.3077 loss_ce_0: 0.4623 loss_bbox_0: 0.2809 loss_giou_0: 0.4863 loss_ce_1: 0.3653 loss_bbox_1: 0.1986 loss_giou_1: 0.3587 loss_ce_2: 0.3072 loss_bbox_2: 0.1734 loss_giou_2: 0.3295 loss_ce_3: 0.2629 loss_bbox_3: 0.1712 loss_giou_3: 0.3179 loss_ce_4: 0.2524 loss_bbox_4: 0.1631 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:26] d2.utils.events INFO: eta: 8:11:52 iter: 344859 total_loss: 5.159 loss_ce: 0.2533 loss_bbox: 0.1735 loss_giou: 0.3051 loss_ce_0: 0.4565 loss_bbox_0: 0.2944 loss_giou_0: 0.4766 loss_ce_1: 0.3498 loss_bbox_1: 0.2097 loss_giou_1: 0.3545 loss_ce_2: 0.2907 loss_bbox_2: 0.1796 loss_giou_2: 0.3201 loss_ce_3: 0.2663 loss_bbox_3: 0.1739 loss_giou_3: 0.3152 loss_ce_4: 0.2587 loss_bbox_4: 0.1717 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:31] d2.utils.events INFO: eta: 8:11:41 iter: 344879 total_loss: 5.624 loss_ce: 0.2633 loss_bbox: 0.1641 loss_giou: 0.3417 loss_ce_0: 0.4604 loss_bbox_0: 0.2872 loss_giou_0: 0.5226 loss_ce_1: 0.3505 loss_bbox_1: 0.2039 loss_giou_1: 0.3839 loss_ce_2: 0.2981 loss_bbox_2: 0.1804 loss_giou_2: 0.3638 loss_ce_3: 0.279 loss_bbox_3: 0.1736 loss_giou_3: 0.3526 loss_ce_4: 0.2633 loss_bbox_4: 0.1662 loss_giou_4: 0.3462 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:37] d2.utils.events INFO: eta: 8:11:27 iter: 344899 total_loss: 5.471 loss_ce: 0.2592 loss_bbox: 0.1746 loss_giou: 0.3194 loss_ce_0: 0.4901 loss_bbox_0: 0.3015 loss_giou_0: 0.4983 loss_ce_1: 0.3732 loss_bbox_1: 0.2063 loss_giou_1: 0.3722 loss_ce_2: 0.3181 loss_bbox_2: 0.1868 loss_giou_2: 0.3369 loss_ce_3: 0.2803 loss_bbox_3: 0.1806 loss_giou_3: 0.3308 loss_ce_4: 0.2655 loss_bbox_4: 0.1746 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:43] d2.utils.events INFO: eta: 8:11:22 iter: 344919 total_loss: 5.281 loss_ce: 0.2472 loss_bbox: 0.1822 loss_giou: 0.3273 loss_ce_0: 0.4562 loss_bbox_0: 0.2999 loss_giou_0: 0.5051 loss_ce_1: 0.3552 loss_bbox_1: 0.2194 loss_giou_1: 0.3773 loss_ce_2: 0.2908 loss_bbox_2: 0.1945 loss_giou_2: 0.347 loss_ce_3: 0.263 loss_bbox_3: 0.1893 loss_giou_3: 0.3374 loss_ce_4: 0.2461 loss_bbox_4: 0.1844 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:48] d2.utils.events INFO: eta: 8:11:16 iter: 344939 total_loss: 5.472 loss_ce: 0.2778 loss_bbox: 0.1789 loss_giou: 0.3258 loss_ce_0: 0.4703 loss_bbox_0: 0.3179 loss_giou_0: 0.4908 loss_ce_1: 0.3594 loss_bbox_1: 0.221 loss_giou_1: 0.3648 loss_ce_2: 0.3154 loss_bbox_2: 0.1961 loss_giou_2: 0.3407 loss_ce_3: 0.276 loss_bbox_3: 0.1914 loss_giou_3: 0.3319 loss_ce_4: 0.27 loss_bbox_4: 0.1828 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 17:22:54] d2.utils.events INFO: eta: 8:11:05 iter: 344959 total_loss: 5.471 loss_ce: 0.2491 loss_bbox: 0.1763 loss_giou: 0.3218 loss_ce_0: 0.4784 loss_bbox_0: 0.2963 loss_giou_0: 0.4965 loss_ce_1: 0.3752 loss_bbox_1: 0.2017 loss_giou_1: 0.3633 loss_ce_2: 0.3129 loss_bbox_2: 0.191 loss_giou_2: 0.3466 loss_ce_3: 0.2749 loss_bbox_3: 0.1865 loss_giou_3: 0.3351 loss_ce_4: 0.2519 loss_bbox_4: 0.1807 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:00] d2.utils.events INFO: eta: 8:11:06 iter: 344979 total_loss: 5.21 loss_ce: 0.2363 loss_bbox: 0.1657 loss_giou: 0.3052 loss_ce_0: 0.4748 loss_bbox_0: 0.2867 loss_giou_0: 0.4995 loss_ce_1: 0.3492 loss_bbox_1: 0.1956 loss_giou_1: 0.3494 loss_ce_2: 0.2933 loss_bbox_2: 0.185 loss_giou_2: 0.3222 loss_ce_3: 0.2486 loss_bbox_3: 0.175 loss_giou_3: 0.311 loss_ce_4: 0.2403 loss_bbox_4: 0.1687 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:06] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0344999.pth [11/03 17:23:08] d2.utils.events INFO: eta: 8:10:54 iter: 344999 total_loss: 5.321 loss_ce: 0.255 loss_bbox: 0.1594 loss_giou: 0.3272 loss_ce_0: 0.4841 loss_bbox_0: 0.2826 loss_giou_0: 0.5026 loss_ce_1: 0.3594 loss_bbox_1: 0.1927 loss_giou_1: 0.3796 loss_ce_2: 0.2989 loss_bbox_2: 0.1719 loss_giou_2: 0.3432 loss_ce_3: 0.2714 loss_bbox_3: 0.1656 loss_giou_3: 0.3399 loss_ce_4: 0.2575 loss_bbox_4: 0.162 loss_giou_4: 0.3307 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:13] d2.utils.events INFO: eta: 8:10:59 iter: 345019 total_loss: 5.348 loss_ce: 0.2578 loss_bbox: 0.1894 loss_giou: 0.3212 loss_ce_0: 0.4785 loss_bbox_0: 0.2972 loss_giou_0: 0.487 loss_ce_1: 0.3693 loss_bbox_1: 0.2152 loss_giou_1: 0.3703 loss_ce_2: 0.304 loss_bbox_2: 0.1907 loss_giou_2: 0.3532 loss_ce_3: 0.2728 loss_bbox_3: 0.1878 loss_giou_3: 0.334 loss_ce_4: 0.2574 loss_bbox_4: 0.1883 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:19] d2.utils.events INFO: eta: 8:10:49 iter: 345039 total_loss: 5.253 loss_ce: 0.251 loss_bbox: 0.1725 loss_giou: 0.3146 loss_ce_0: 0.4606 loss_bbox_0: 0.2879 loss_giou_0: 0.491 loss_ce_1: 0.3501 loss_bbox_1: 0.2029 loss_giou_1: 0.3581 loss_ce_2: 0.2984 loss_bbox_2: 0.1866 loss_giou_2: 0.328 loss_ce_3: 0.2633 loss_bbox_3: 0.1799 loss_giou_3: 0.3257 loss_ce_4: 0.2519 loss_bbox_4: 0.1743 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:25] d2.utils.events INFO: eta: 8:10:49 iter: 345059 total_loss: 5.312 loss_ce: 0.2581 loss_bbox: 0.1718 loss_giou: 0.3161 loss_ce_0: 0.466 loss_bbox_0: 0.2939 loss_giou_0: 0.4793 loss_ce_1: 0.3611 loss_bbox_1: 0.2023 loss_giou_1: 0.3591 loss_ce_2: 0.3021 loss_bbox_2: 0.1848 loss_giou_2: 0.3392 loss_ce_3: 0.2699 loss_bbox_3: 0.178 loss_giou_3: 0.3283 loss_ce_4: 0.2545 loss_bbox_4: 0.1735 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:30] d2.utils.events INFO: eta: 8:10:39 iter: 345079 total_loss: 5.312 loss_ce: 0.2501 loss_bbox: 0.1743 loss_giou: 0.3212 loss_ce_0: 0.4733 loss_bbox_0: 0.2857 loss_giou_0: 0.5001 loss_ce_1: 0.3691 loss_bbox_1: 0.2006 loss_giou_1: 0.3731 loss_ce_2: 0.2954 loss_bbox_2: 0.1839 loss_giou_2: 0.3461 loss_ce_3: 0.2653 loss_bbox_3: 0.1806 loss_giou_3: 0.33 loss_ce_4: 0.251 loss_bbox_4: 0.1732 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:36] d2.utils.events INFO: eta: 8:10:35 iter: 345099 total_loss: 5.445 loss_ce: 0.2533 loss_bbox: 0.1767 loss_giou: 0.3375 loss_ce_0: 0.4654 loss_bbox_0: 0.2959 loss_giou_0: 0.5108 loss_ce_1: 0.3513 loss_bbox_1: 0.2073 loss_giou_1: 0.3906 loss_ce_2: 0.3012 loss_bbox_2: 0.1848 loss_giou_2: 0.3507 loss_ce_3: 0.2679 loss_bbox_3: 0.177 loss_giou_3: 0.3439 loss_ce_4: 0.2524 loss_bbox_4: 0.1773 loss_giou_4: 0.3417 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:42] d2.utils.events INFO: eta: 8:10:26 iter: 345119 total_loss: 4.958 loss_ce: 0.2319 loss_bbox: 0.1769 loss_giou: 0.3064 loss_ce_0: 0.4473 loss_bbox_0: 0.2869 loss_giou_0: 0.4883 loss_ce_1: 0.3449 loss_bbox_1: 0.2047 loss_giou_1: 0.3534 loss_ce_2: 0.2823 loss_bbox_2: 0.1872 loss_giou_2: 0.324 loss_ce_3: 0.2489 loss_bbox_3: 0.1831 loss_giou_3: 0.315 loss_ce_4: 0.2402 loss_bbox_4: 0.1807 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0274 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:48] d2.utils.events INFO: eta: 8:10:17 iter: 345139 total_loss: 5.224 loss_ce: 0.2441 loss_bbox: 0.1891 loss_giou: 0.3097 loss_ce_0: 0.448 loss_bbox_0: 0.3146 loss_giou_0: 0.5016 loss_ce_1: 0.3415 loss_bbox_1: 0.2201 loss_giou_1: 0.3664 loss_ce_2: 0.2796 loss_bbox_2: 0.2033 loss_giou_2: 0.3329 loss_ce_3: 0.2587 loss_bbox_3: 0.194 loss_giou_3: 0.3286 loss_ce_4: 0.2521 loss_bbox_4: 0.1891 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:53] d2.utils.events INFO: eta: 8:10:17 iter: 345159 total_loss: 5.436 loss_ce: 0.2656 loss_bbox: 0.1696 loss_giou: 0.3422 loss_ce_0: 0.4646 loss_bbox_0: 0.2799 loss_giou_0: 0.5284 loss_ce_1: 0.3614 loss_bbox_1: 0.2018 loss_giou_1: 0.3888 loss_ce_2: 0.3059 loss_bbox_2: 0.1801 loss_giou_2: 0.3627 loss_ce_3: 0.2775 loss_bbox_3: 0.1732 loss_giou_3: 0.3507 loss_ce_4: 0.2705 loss_bbox_4: 0.1677 loss_giou_4: 0.3429 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 17:23:59] d2.utils.events INFO: eta: 8:10:16 iter: 345179 total_loss: 5.29 loss_ce: 0.2598 loss_bbox: 0.1678 loss_giou: 0.3272 loss_ce_0: 0.4597 loss_bbox_0: 0.2921 loss_giou_0: 0.4912 loss_ce_1: 0.3401 loss_bbox_1: 0.2045 loss_giou_1: 0.3738 loss_ce_2: 0.3 loss_bbox_2: 0.1849 loss_giou_2: 0.3485 loss_ce_3: 0.2773 loss_bbox_3: 0.1751 loss_giou_3: 0.3396 loss_ce_4: 0.2604 loss_bbox_4: 0.1707 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:05] d2.utils.events INFO: eta: 8:10:21 iter: 345199 total_loss: 5.385 loss_ce: 0.2631 loss_bbox: 0.1705 loss_giou: 0.337 loss_ce_0: 0.4642 loss_bbox_0: 0.2958 loss_giou_0: 0.5296 loss_ce_1: 0.3589 loss_bbox_1: 0.2001 loss_giou_1: 0.3916 loss_ce_2: 0.2949 loss_bbox_2: 0.1796 loss_giou_2: 0.3558 loss_ce_3: 0.2809 loss_bbox_3: 0.1706 loss_giou_3: 0.3495 loss_ce_4: 0.2654 loss_bbox_4: 0.1711 loss_giou_4: 0.342 time: 0.2800 data_time: 0.0315 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:10] d2.utils.events INFO: eta: 8:10:07 iter: 345219 total_loss: 5.412 loss_ce: 0.2497 loss_bbox: 0.1786 loss_giou: 0.3222 loss_ce_0: 0.4753 loss_bbox_0: 0.2911 loss_giou_0: 0.5099 loss_ce_1: 0.3617 loss_bbox_1: 0.2099 loss_giou_1: 0.3817 loss_ce_2: 0.2968 loss_bbox_2: 0.1885 loss_giou_2: 0.348 loss_ce_3: 0.2823 loss_bbox_3: 0.1791 loss_giou_3: 0.3388 loss_ce_4: 0.2561 loss_bbox_4: 0.1827 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:16] d2.utils.events INFO: eta: 8:09:59 iter: 345239 total_loss: 5.179 loss_ce: 0.269 loss_bbox: 0.1711 loss_giou: 0.3055 loss_ce_0: 0.4908 loss_bbox_0: 0.2877 loss_giou_0: 0.4956 loss_ce_1: 0.3772 loss_bbox_1: 0.196 loss_giou_1: 0.351 loss_ce_2: 0.3142 loss_bbox_2: 0.1815 loss_giou_2: 0.3246 loss_ce_3: 0.2808 loss_bbox_3: 0.1751 loss_giou_3: 0.3146 loss_ce_4: 0.2724 loss_bbox_4: 0.1709 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:22] d2.utils.events INFO: eta: 8:09:55 iter: 345259 total_loss: 5.463 loss_ce: 0.2649 loss_bbox: 0.1708 loss_giou: 0.3203 loss_ce_0: 0.484 loss_bbox_0: 0.2964 loss_giou_0: 0.4931 loss_ce_1: 0.3683 loss_bbox_1: 0.2098 loss_giou_1: 0.3698 loss_ce_2: 0.3069 loss_bbox_2: 0.1858 loss_giou_2: 0.3367 loss_ce_3: 0.2718 loss_bbox_3: 0.1801 loss_giou_3: 0.3309 loss_ce_4: 0.2632 loss_bbox_4: 0.1759 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:27] d2.utils.events INFO: eta: 8:09:41 iter: 345279 total_loss: 5.162 loss_ce: 0.2645 loss_bbox: 0.1651 loss_giou: 0.3123 loss_ce_0: 0.4758 loss_bbox_0: 0.2864 loss_giou_0: 0.481 loss_ce_1: 0.3632 loss_bbox_1: 0.1924 loss_giou_1: 0.3567 loss_ce_2: 0.3058 loss_bbox_2: 0.173 loss_giou_2: 0.3308 loss_ce_3: 0.2807 loss_bbox_3: 0.1733 loss_giou_3: 0.3235 loss_ce_4: 0.2667 loss_bbox_4: 0.1674 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:33] d2.utils.events INFO: eta: 8:09:36 iter: 345299 total_loss: 5.403 loss_ce: 0.2641 loss_bbox: 0.1745 loss_giou: 0.3093 loss_ce_0: 0.4733 loss_bbox_0: 0.302 loss_giou_0: 0.4981 loss_ce_1: 0.3659 loss_bbox_1: 0.2032 loss_giou_1: 0.3658 loss_ce_2: 0.3116 loss_bbox_2: 0.1848 loss_giou_2: 0.3391 loss_ce_3: 0.2798 loss_bbox_3: 0.1779 loss_giou_3: 0.3226 loss_ce_4: 0.2624 loss_bbox_4: 0.1758 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0278 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:39] d2.utils.events INFO: eta: 8:09:29 iter: 345319 total_loss: 5.338 loss_ce: 0.2484 loss_bbox: 0.1728 loss_giou: 0.3308 loss_ce_0: 0.4694 loss_bbox_0: 0.2914 loss_giou_0: 0.501 loss_ce_1: 0.3675 loss_bbox_1: 0.2004 loss_giou_1: 0.3763 loss_ce_2: 0.3199 loss_bbox_2: 0.1852 loss_giou_2: 0.3554 loss_ce_3: 0.2732 loss_bbox_3: 0.177 loss_giou_3: 0.3428 loss_ce_4: 0.2512 loss_bbox_4: 0.1756 loss_giou_4: 0.337 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:44] d2.utils.events INFO: eta: 8:09:19 iter: 345339 total_loss: 5.235 loss_ce: 0.2617 loss_bbox: 0.1722 loss_giou: 0.3123 loss_ce_0: 0.4815 loss_bbox_0: 0.2934 loss_giou_0: 0.4828 loss_ce_1: 0.3782 loss_bbox_1: 0.2047 loss_giou_1: 0.3482 loss_ce_2: 0.3196 loss_bbox_2: 0.1888 loss_giou_2: 0.3281 loss_ce_3: 0.282 loss_bbox_3: 0.1846 loss_giou_3: 0.3147 loss_ce_4: 0.2639 loss_bbox_4: 0.174 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:50] d2.utils.events INFO: eta: 8:09:15 iter: 345359 total_loss: 5.532 loss_ce: 0.2764 loss_bbox: 0.1736 loss_giou: 0.3365 loss_ce_0: 0.4868 loss_bbox_0: 0.2931 loss_giou_0: 0.5204 loss_ce_1: 0.361 loss_bbox_1: 0.2114 loss_giou_1: 0.3941 loss_ce_2: 0.3241 loss_bbox_2: 0.1884 loss_giou_2: 0.3554 loss_ce_3: 0.293 loss_bbox_3: 0.1823 loss_giou_3: 0.3448 loss_ce_4: 0.279 loss_bbox_4: 0.1745 loss_giou_4: 0.339 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 17:24:56] d2.utils.events INFO: eta: 8:09:22 iter: 345379 total_loss: 5.066 loss_ce: 0.2337 loss_bbox: 0.1578 loss_giou: 0.3033 loss_ce_0: 0.463 loss_bbox_0: 0.2848 loss_giou_0: 0.4811 loss_ce_1: 0.3568 loss_bbox_1: 0.1908 loss_giou_1: 0.3491 loss_ce_2: 0.2905 loss_bbox_2: 0.1713 loss_giou_2: 0.324 loss_ce_3: 0.2592 loss_bbox_3: 0.1623 loss_giou_3: 0.3101 loss_ce_4: 0.2447 loss_bbox_4: 0.1603 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:01] d2.utils.events INFO: eta: 8:09:16 iter: 345399 total_loss: 5.518 loss_ce: 0.2575 loss_bbox: 0.1795 loss_giou: 0.3401 loss_ce_0: 0.4832 loss_bbox_0: 0.2988 loss_giou_0: 0.4983 loss_ce_1: 0.3662 loss_bbox_1: 0.2069 loss_giou_1: 0.3823 loss_ce_2: 0.3219 loss_bbox_2: 0.189 loss_giou_2: 0.3552 loss_ce_3: 0.2708 loss_bbox_3: 0.1799 loss_giou_3: 0.3461 loss_ce_4: 0.2703 loss_bbox_4: 0.1812 loss_giou_4: 0.3423 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:07] d2.utils.events INFO: eta: 8:09:19 iter: 345419 total_loss: 5.4 loss_ce: 0.2513 loss_bbox: 0.1745 loss_giou: 0.3189 loss_ce_0: 0.4866 loss_bbox_0: 0.2968 loss_giou_0: 0.4917 loss_ce_1: 0.3707 loss_bbox_1: 0.2077 loss_giou_1: 0.3704 loss_ce_2: 0.301 loss_bbox_2: 0.1835 loss_giou_2: 0.3403 loss_ce_3: 0.2668 loss_bbox_3: 0.1752 loss_giou_3: 0.3296 loss_ce_4: 0.2605 loss_bbox_4: 0.1757 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:13] d2.utils.events INFO: eta: 8:09:10 iter: 345439 total_loss: 5.205 loss_ce: 0.2478 loss_bbox: 0.1834 loss_giou: 0.3045 loss_ce_0: 0.4679 loss_bbox_0: 0.2988 loss_giou_0: 0.4866 loss_ce_1: 0.3455 loss_bbox_1: 0.2126 loss_giou_1: 0.3495 loss_ce_2: 0.2983 loss_bbox_2: 0.1962 loss_giou_2: 0.3262 loss_ce_3: 0.2592 loss_bbox_3: 0.1891 loss_giou_3: 0.3147 loss_ce_4: 0.2525 loss_bbox_4: 0.1826 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0320 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:19] d2.utils.events INFO: eta: 8:09:09 iter: 345459 total_loss: 5.208 loss_ce: 0.2469 loss_bbox: 0.1724 loss_giou: 0.3054 loss_ce_0: 0.4563 loss_bbox_0: 0.2996 loss_giou_0: 0.4906 loss_ce_1: 0.3496 loss_bbox_1: 0.2111 loss_giou_1: 0.3629 loss_ce_2: 0.2924 loss_bbox_2: 0.1864 loss_giou_2: 0.3341 loss_ce_3: 0.2685 loss_bbox_3: 0.1765 loss_giou_3: 0.3179 loss_ce_4: 0.2461 loss_bbox_4: 0.1753 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0333 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:24] d2.utils.events INFO: eta: 8:09:07 iter: 345479 total_loss: 5.22 loss_ce: 0.2606 loss_bbox: 0.1737 loss_giou: 0.3196 loss_ce_0: 0.4716 loss_bbox_0: 0.2818 loss_giou_0: 0.4728 loss_ce_1: 0.355 loss_bbox_1: 0.2087 loss_giou_1: 0.3543 loss_ce_2: 0.2974 loss_bbox_2: 0.1836 loss_giou_2: 0.3364 loss_ce_3: 0.2718 loss_bbox_3: 0.1797 loss_giou_3: 0.3341 loss_ce_4: 0.2616 loss_bbox_4: 0.1752 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0307 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:30] d2.utils.events INFO: eta: 8:09:07 iter: 345499 total_loss: 5.567 loss_ce: 0.261 loss_bbox: 0.1637 loss_giou: 0.3468 loss_ce_0: 0.4958 loss_bbox_0: 0.2886 loss_giou_0: 0.5281 loss_ce_1: 0.3827 loss_bbox_1: 0.2002 loss_giou_1: 0.3932 loss_ce_2: 0.3187 loss_bbox_2: 0.1717 loss_giou_2: 0.3548 loss_ce_3: 0.2817 loss_bbox_3: 0.1682 loss_giou_3: 0.3549 loss_ce_4: 0.2708 loss_bbox_4: 0.1626 loss_giou_4: 0.3497 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:36] d2.utils.events INFO: eta: 8:09:01 iter: 345519 total_loss: 5.244 loss_ce: 0.25 loss_bbox: 0.1726 loss_giou: 0.3118 loss_ce_0: 0.4738 loss_bbox_0: 0.297 loss_giou_0: 0.4838 loss_ce_1: 0.3712 loss_bbox_1: 0.2129 loss_giou_1: 0.3467 loss_ce_2: 0.3038 loss_bbox_2: 0.1796 loss_giou_2: 0.3239 loss_ce_3: 0.2629 loss_bbox_3: 0.178 loss_giou_3: 0.3121 loss_ce_4: 0.2497 loss_bbox_4: 0.1725 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:42] d2.utils.events INFO: eta: 8:08:55 iter: 345539 total_loss: 5.403 loss_ce: 0.2537 loss_bbox: 0.1837 loss_giou: 0.3035 loss_ce_0: 0.4749 loss_bbox_0: 0.311 loss_giou_0: 0.487 loss_ce_1: 0.3599 loss_bbox_1: 0.2198 loss_giou_1: 0.3585 loss_ce_2: 0.3088 loss_bbox_2: 0.2011 loss_giou_2: 0.329 loss_ce_3: 0.2755 loss_bbox_3: 0.1911 loss_giou_3: 0.3175 loss_ce_4: 0.255 loss_bbox_4: 0.1847 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0286 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:47] d2.utils.events INFO: eta: 8:09:04 iter: 345559 total_loss: 5.41 loss_ce: 0.2669 loss_bbox: 0.1823 loss_giou: 0.3367 loss_ce_0: 0.4792 loss_bbox_0: 0.3002 loss_giou_0: 0.5022 loss_ce_1: 0.3677 loss_bbox_1: 0.2099 loss_giou_1: 0.3755 loss_ce_2: 0.312 loss_bbox_2: 0.1902 loss_giou_2: 0.3507 loss_ce_3: 0.2819 loss_bbox_3: 0.1877 loss_giou_3: 0.3437 loss_ce_4: 0.2711 loss_bbox_4: 0.1853 loss_giou_4: 0.3349 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:53] d2.utils.events INFO: eta: 8:08:58 iter: 345579 total_loss: 5.674 loss_ce: 0.2712 loss_bbox: 0.1676 loss_giou: 0.345 loss_ce_0: 0.4948 loss_bbox_0: 0.2947 loss_giou_0: 0.5452 loss_ce_1: 0.3754 loss_bbox_1: 0.2068 loss_giou_1: 0.402 loss_ce_2: 0.3311 loss_bbox_2: 0.1848 loss_giou_2: 0.3639 loss_ce_3: 0.2909 loss_bbox_3: 0.1772 loss_giou_3: 0.3587 loss_ce_4: 0.2755 loss_bbox_4: 0.1719 loss_giou_4: 0.3487 time: 0.2800 data_time: 0.0306 lr: 2.5e-05 max_mem: 5427M [11/03 17:25:59] d2.utils.events INFO: eta: 8:08:54 iter: 345599 total_loss: 5.06 loss_ce: 0.2449 loss_bbox: 0.1587 loss_giou: 0.3082 loss_ce_0: 0.4545 loss_bbox_0: 0.2713 loss_giou_0: 0.485 loss_ce_1: 0.3525 loss_bbox_1: 0.1857 loss_giou_1: 0.3596 loss_ce_2: 0.3023 loss_bbox_2: 0.1719 loss_giou_2: 0.3268 loss_ce_3: 0.2649 loss_bbox_3: 0.1643 loss_giou_3: 0.3202 loss_ce_4: 0.243 loss_bbox_4: 0.161 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0293 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:04] d2.utils.events INFO: eta: 8:08:48 iter: 345619 total_loss: 5.24 loss_ce: 0.2392 loss_bbox: 0.1629 loss_giou: 0.3196 loss_ce_0: 0.4576 loss_bbox_0: 0.2913 loss_giou_0: 0.4882 loss_ce_1: 0.3375 loss_bbox_1: 0.1991 loss_giou_1: 0.3688 loss_ce_2: 0.2849 loss_bbox_2: 0.1778 loss_giou_2: 0.3371 loss_ce_3: 0.2602 loss_bbox_3: 0.1677 loss_giou_3: 0.3274 loss_ce_4: 0.2416 loss_bbox_4: 0.1678 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0255 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:10] d2.utils.events INFO: eta: 8:08:55 iter: 345639 total_loss: 5.178 loss_ce: 0.2524 loss_bbox: 0.1669 loss_giou: 0.315 loss_ce_0: 0.4815 loss_bbox_0: 0.2806 loss_giou_0: 0.4972 loss_ce_1: 0.3663 loss_bbox_1: 0.1917 loss_giou_1: 0.3568 loss_ce_2: 0.2905 loss_bbox_2: 0.1798 loss_giou_2: 0.3319 loss_ce_3: 0.2625 loss_bbox_3: 0.1716 loss_giou_3: 0.3221 loss_ce_4: 0.2558 loss_bbox_4: 0.1712 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:16] d2.utils.events INFO: eta: 8:08:39 iter: 345659 total_loss: 5.38 loss_ce: 0.2559 loss_bbox: 0.1792 loss_giou: 0.3162 loss_ce_0: 0.4822 loss_bbox_0: 0.2994 loss_giou_0: 0.4783 loss_ce_1: 0.3766 loss_bbox_1: 0.2021 loss_giou_1: 0.3623 loss_ce_2: 0.3112 loss_bbox_2: 0.189 loss_giou_2: 0.3382 loss_ce_3: 0.2768 loss_bbox_3: 0.1816 loss_giou_3: 0.3262 loss_ce_4: 0.2608 loss_bbox_4: 0.1837 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:22] d2.utils.events INFO: eta: 8:08:33 iter: 345679 total_loss: 5.574 loss_ce: 0.2604 loss_bbox: 0.1784 loss_giou: 0.3227 loss_ce_0: 0.4829 loss_bbox_0: 0.3031 loss_giou_0: 0.483 loss_ce_1: 0.3614 loss_bbox_1: 0.2188 loss_giou_1: 0.3661 loss_ce_2: 0.2971 loss_bbox_2: 0.1987 loss_giou_2: 0.3484 loss_ce_3: 0.2749 loss_bbox_3: 0.1858 loss_giou_3: 0.3386 loss_ce_4: 0.261 loss_bbox_4: 0.1794 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:27] d2.utils.events INFO: eta: 8:08:38 iter: 345699 total_loss: 5.47 loss_ce: 0.2615 loss_bbox: 0.1846 loss_giou: 0.3232 loss_ce_0: 0.4863 loss_bbox_0: 0.3151 loss_giou_0: 0.4953 loss_ce_1: 0.3675 loss_bbox_1: 0.2204 loss_giou_1: 0.3711 loss_ce_2: 0.313 loss_bbox_2: 0.2008 loss_giou_2: 0.3448 loss_ce_3: 0.2738 loss_bbox_3: 0.1873 loss_giou_3: 0.3339 loss_ce_4: 0.2694 loss_bbox_4: 0.1853 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:33] d2.utils.events INFO: eta: 8:08:35 iter: 345719 total_loss: 5.232 loss_ce: 0.2533 loss_bbox: 0.174 loss_giou: 0.3118 loss_ce_0: 0.4698 loss_bbox_0: 0.2893 loss_giou_0: 0.4664 loss_ce_1: 0.3605 loss_bbox_1: 0.2089 loss_giou_1: 0.3533 loss_ce_2: 0.3125 loss_bbox_2: 0.1865 loss_giou_2: 0.3293 loss_ce_3: 0.2688 loss_bbox_3: 0.1816 loss_giou_3: 0.3162 loss_ce_4: 0.2556 loss_bbox_4: 0.1794 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:39] d2.utils.events INFO: eta: 8:08:33 iter: 345739 total_loss: 5.334 loss_ce: 0.2645 loss_bbox: 0.1741 loss_giou: 0.332 loss_ce_0: 0.4785 loss_bbox_0: 0.2945 loss_giou_0: 0.4826 loss_ce_1: 0.3673 loss_bbox_1: 0.203 loss_giou_1: 0.3774 loss_ce_2: 0.3045 loss_bbox_2: 0.1873 loss_giou_2: 0.3409 loss_ce_3: 0.2725 loss_bbox_3: 0.1834 loss_giou_3: 0.3345 loss_ce_4: 0.2621 loss_bbox_4: 0.1768 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0267 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:44] d2.utils.events INFO: eta: 8:08:29 iter: 345759 total_loss: 5.19 loss_ce: 0.2514 loss_bbox: 0.1587 loss_giou: 0.3193 loss_ce_0: 0.4677 loss_bbox_0: 0.2897 loss_giou_0: 0.5138 loss_ce_1: 0.3567 loss_bbox_1: 0.2025 loss_giou_1: 0.3664 loss_ce_2: 0.3084 loss_bbox_2: 0.1767 loss_giou_2: 0.334 loss_ce_3: 0.2695 loss_bbox_3: 0.1709 loss_giou_3: 0.3268 loss_ce_4: 0.2589 loss_bbox_4: 0.1608 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0210 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:50] d2.utils.events INFO: eta: 8:08:20 iter: 345779 total_loss: 5.377 loss_ce: 0.2554 loss_bbox: 0.1631 loss_giou: 0.3276 loss_ce_0: 0.4679 loss_bbox_0: 0.2969 loss_giou_0: 0.4964 loss_ce_1: 0.363 loss_bbox_1: 0.2008 loss_giou_1: 0.3707 loss_ce_2: 0.2978 loss_bbox_2: 0.1791 loss_giou_2: 0.3403 loss_ce_3: 0.2697 loss_bbox_3: 0.1693 loss_giou_3: 0.3328 loss_ce_4: 0.26 loss_bbox_4: 0.1673 loss_giou_4: 0.3349 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 17:26:56] d2.utils.events INFO: eta: 8:08:13 iter: 345799 total_loss: 5.296 loss_ce: 0.2438 loss_bbox: 0.1676 loss_giou: 0.3191 loss_ce_0: 0.4722 loss_bbox_0: 0.2878 loss_giou_0: 0.4877 loss_ce_1: 0.3646 loss_bbox_1: 0.2112 loss_giou_1: 0.3649 loss_ce_2: 0.2998 loss_bbox_2: 0.1937 loss_giou_2: 0.3365 loss_ce_3: 0.2651 loss_bbox_3: 0.1792 loss_giou_3: 0.3301 loss_ce_4: 0.2503 loss_bbox_4: 0.1751 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:01] d2.utils.events INFO: eta: 8:08:07 iter: 345819 total_loss: 5.273 loss_ce: 0.2582 loss_bbox: 0.1612 loss_giou: 0.3204 loss_ce_0: 0.4717 loss_bbox_0: 0.2895 loss_giou_0: 0.5248 loss_ce_1: 0.3666 loss_bbox_1: 0.1965 loss_giou_1: 0.3669 loss_ce_2: 0.3126 loss_bbox_2: 0.1748 loss_giou_2: 0.3374 loss_ce_3: 0.2802 loss_bbox_3: 0.1691 loss_giou_3: 0.3307 loss_ce_4: 0.2703 loss_bbox_4: 0.1615 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:07] d2.utils.events INFO: eta: 8:07:45 iter: 345839 total_loss: 5.122 loss_ce: 0.2416 loss_bbox: 0.1743 loss_giou: 0.3053 loss_ce_0: 0.473 loss_bbox_0: 0.2954 loss_giou_0: 0.489 loss_ce_1: 0.3563 loss_bbox_1: 0.2043 loss_giou_1: 0.3545 loss_ce_2: 0.2911 loss_bbox_2: 0.1893 loss_giou_2: 0.3165 loss_ce_3: 0.2591 loss_bbox_3: 0.1781 loss_giou_3: 0.3095 loss_ce_4: 0.2473 loss_bbox_4: 0.1748 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:13] d2.utils.events INFO: eta: 8:07:38 iter: 345859 total_loss: 5.289 loss_ce: 0.2517 loss_bbox: 0.1701 loss_giou: 0.3271 loss_ce_0: 0.4655 loss_bbox_0: 0.2955 loss_giou_0: 0.4883 loss_ce_1: 0.348 loss_bbox_1: 0.2022 loss_giou_1: 0.3746 loss_ce_2: 0.2949 loss_bbox_2: 0.1857 loss_giou_2: 0.3479 loss_ce_3: 0.2762 loss_bbox_3: 0.1761 loss_giou_3: 0.3352 loss_ce_4: 0.2622 loss_bbox_4: 0.1713 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:18] d2.utils.events INFO: eta: 8:07:46 iter: 345879 total_loss: 5.487 loss_ce: 0.2797 loss_bbox: 0.1747 loss_giou: 0.3288 loss_ce_0: 0.4724 loss_bbox_0: 0.3063 loss_giou_0: 0.5107 loss_ce_1: 0.3661 loss_bbox_1: 0.2061 loss_giou_1: 0.3773 loss_ce_2: 0.3098 loss_bbox_2: 0.1887 loss_giou_2: 0.3492 loss_ce_3: 0.2811 loss_bbox_3: 0.1797 loss_giou_3: 0.3405 loss_ce_4: 0.267 loss_bbox_4: 0.1756 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:24] d2.utils.events INFO: eta: 8:07:48 iter: 345899 total_loss: 5.443 loss_ce: 0.2519 loss_bbox: 0.1805 loss_giou: 0.3157 loss_ce_0: 0.4922 loss_bbox_0: 0.3048 loss_giou_0: 0.499 loss_ce_1: 0.3887 loss_bbox_1: 0.2179 loss_giou_1: 0.3618 loss_ce_2: 0.3137 loss_bbox_2: 0.1942 loss_giou_2: 0.3369 loss_ce_3: 0.282 loss_bbox_3: 0.1874 loss_giou_3: 0.3243 loss_ce_4: 0.2574 loss_bbox_4: 0.1869 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:30] d2.utils.events INFO: eta: 8:07:40 iter: 345919 total_loss: 5.215 loss_ce: 0.2412 loss_bbox: 0.1649 loss_giou: 0.3328 loss_ce_0: 0.457 loss_bbox_0: 0.289 loss_giou_0: 0.5074 loss_ce_1: 0.3568 loss_bbox_1: 0.2051 loss_giou_1: 0.3749 loss_ce_2: 0.2958 loss_bbox_2: 0.1836 loss_giou_2: 0.355 loss_ce_3: 0.2582 loss_bbox_3: 0.1701 loss_giou_3: 0.3406 loss_ce_4: 0.2435 loss_bbox_4: 0.1654 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:36] d2.utils.events INFO: eta: 8:07:38 iter: 345939 total_loss: 4.897 loss_ce: 0.24 loss_bbox: 0.1605 loss_giou: 0.2947 loss_ce_0: 0.4699 loss_bbox_0: 0.2761 loss_giou_0: 0.4544 loss_ce_1: 0.3418 loss_bbox_1: 0.1891 loss_giou_1: 0.3352 loss_ce_2: 0.2835 loss_bbox_2: 0.1755 loss_giou_2: 0.3071 loss_ce_3: 0.2467 loss_bbox_3: 0.1646 loss_giou_3: 0.2989 loss_ce_4: 0.2373 loss_bbox_4: 0.1649 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:41] d2.utils.events INFO: eta: 8:07:31 iter: 345959 total_loss: 5.334 loss_ce: 0.2589 loss_bbox: 0.1795 loss_giou: 0.3172 loss_ce_0: 0.4958 loss_bbox_0: 0.2966 loss_giou_0: 0.4632 loss_ce_1: 0.3798 loss_bbox_1: 0.2149 loss_giou_1: 0.3632 loss_ce_2: 0.3128 loss_bbox_2: 0.1956 loss_giou_2: 0.3392 loss_ce_3: 0.2827 loss_bbox_3: 0.1878 loss_giou_3: 0.3293 loss_ce_4: 0.2569 loss_bbox_4: 0.1812 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:47] d2.utils.events INFO: eta: 8:07:23 iter: 345979 total_loss: 5.35 loss_ce: 0.2475 loss_bbox: 0.1677 loss_giou: 0.3294 loss_ce_0: 0.4775 loss_bbox_0: 0.2796 loss_giou_0: 0.515 loss_ce_1: 0.3581 loss_bbox_1: 0.2001 loss_giou_1: 0.3807 loss_ce_2: 0.2922 loss_bbox_2: 0.1771 loss_giou_2: 0.3449 loss_ce_3: 0.266 loss_bbox_3: 0.1724 loss_giou_3: 0.3379 loss_ce_4: 0.2623 loss_bbox_4: 0.1695 loss_giou_4: 0.3354 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:53] d2.utils.events INFO: eta: 8:07:18 iter: 345999 total_loss: 5.22 loss_ce: 0.2398 loss_bbox: 0.1738 loss_giou: 0.3151 loss_ce_0: 0.4723 loss_bbox_0: 0.2961 loss_giou_0: 0.4799 loss_ce_1: 0.3629 loss_bbox_1: 0.2116 loss_giou_1: 0.3593 loss_ce_2: 0.2925 loss_bbox_2: 0.1861 loss_giou_2: 0.3324 loss_ce_3: 0.2657 loss_bbox_3: 0.1809 loss_giou_3: 0.3288 loss_ce_4: 0.2423 loss_bbox_4: 0.1791 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 17:27:58] d2.utils.events INFO: eta: 8:07:06 iter: 346019 total_loss: 5 loss_ce: 0.2369 loss_bbox: 0.1674 loss_giou: 0.2896 loss_ce_0: 0.4565 loss_bbox_0: 0.2872 loss_giou_0: 0.4578 loss_ce_1: 0.3459 loss_bbox_1: 0.1989 loss_giou_1: 0.3383 loss_ce_2: 0.2764 loss_bbox_2: 0.1792 loss_giou_2: 0.3159 loss_ce_3: 0.2521 loss_bbox_3: 0.1793 loss_giou_3: 0.2985 loss_ce_4: 0.246 loss_bbox_4: 0.1729 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:04] d2.utils.events INFO: eta: 8:07:06 iter: 346039 total_loss: 5.036 loss_ce: 0.2265 loss_bbox: 0.1693 loss_giou: 0.3052 loss_ce_0: 0.4359 loss_bbox_0: 0.2854 loss_giou_0: 0.4649 loss_ce_1: 0.3483 loss_bbox_1: 0.2017 loss_giou_1: 0.3502 loss_ce_2: 0.2763 loss_bbox_2: 0.1802 loss_giou_2: 0.3248 loss_ce_3: 0.2406 loss_bbox_3: 0.1745 loss_giou_3: 0.3157 loss_ce_4: 0.2277 loss_bbox_4: 0.1712 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:10] d2.utils.events INFO: eta: 8:07:03 iter: 346059 total_loss: 5.084 loss_ce: 0.259 loss_bbox: 0.1629 loss_giou: 0.2982 loss_ce_0: 0.4472 loss_bbox_0: 0.2801 loss_giou_0: 0.4749 loss_ce_1: 0.3422 loss_bbox_1: 0.1975 loss_giou_1: 0.3488 loss_ce_2: 0.289 loss_bbox_2: 0.1756 loss_giou_2: 0.3186 loss_ce_3: 0.2694 loss_bbox_3: 0.1684 loss_giou_3: 0.3081 loss_ce_4: 0.2604 loss_bbox_4: 0.1668 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0188 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:16] d2.utils.events INFO: eta: 8:07:02 iter: 346079 total_loss: 5.153 loss_ce: 0.246 loss_bbox: 0.1648 loss_giou: 0.3083 loss_ce_0: 0.4507 loss_bbox_0: 0.2947 loss_giou_0: 0.4953 loss_ce_1: 0.3611 loss_bbox_1: 0.1973 loss_giou_1: 0.3621 loss_ce_2: 0.3004 loss_bbox_2: 0.1772 loss_giou_2: 0.3361 loss_ce_3: 0.2581 loss_bbox_3: 0.1709 loss_giou_3: 0.3228 loss_ce_4: 0.2463 loss_bbox_4: 0.1733 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:21] d2.utils.events INFO: eta: 8:06:54 iter: 346099 total_loss: 5.414 loss_ce: 0.2561 loss_bbox: 0.1782 loss_giou: 0.3278 loss_ce_0: 0.4877 loss_bbox_0: 0.3038 loss_giou_0: 0.5251 loss_ce_1: 0.3547 loss_bbox_1: 0.2078 loss_giou_1: 0.3882 loss_ce_2: 0.3022 loss_bbox_2: 0.1969 loss_giou_2: 0.3471 loss_ce_3: 0.2751 loss_bbox_3: 0.1883 loss_giou_3: 0.3381 loss_ce_4: 0.2586 loss_bbox_4: 0.1828 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:27] d2.utils.events INFO: eta: 8:06:55 iter: 346119 total_loss: 5.305 loss_ce: 0.2451 loss_bbox: 0.1747 loss_giou: 0.3143 loss_ce_0: 0.4512 loss_bbox_0: 0.2996 loss_giou_0: 0.5095 loss_ce_1: 0.3514 loss_bbox_1: 0.2027 loss_giou_1: 0.3628 loss_ce_2: 0.2909 loss_bbox_2: 0.1886 loss_giou_2: 0.3335 loss_ce_3: 0.2586 loss_bbox_3: 0.1828 loss_giou_3: 0.3248 loss_ce_4: 0.2469 loss_bbox_4: 0.1783 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:33] d2.utils.events INFO: eta: 8:06:47 iter: 346139 total_loss: 5.089 loss_ce: 0.2496 loss_bbox: 0.1653 loss_giou: 0.3026 loss_ce_0: 0.4552 loss_bbox_0: 0.2793 loss_giou_0: 0.4728 loss_ce_1: 0.3611 loss_bbox_1: 0.1933 loss_giou_1: 0.3518 loss_ce_2: 0.3017 loss_bbox_2: 0.1758 loss_giou_2: 0.3192 loss_ce_3: 0.2658 loss_bbox_3: 0.1675 loss_giou_3: 0.3142 loss_ce_4: 0.2556 loss_bbox_4: 0.1667 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:38] d2.utils.events INFO: eta: 8:06:32 iter: 346159 total_loss: 5.662 loss_ce: 0.258 loss_bbox: 0.1663 loss_giou: 0.3562 loss_ce_0: 0.4842 loss_bbox_0: 0.3084 loss_giou_0: 0.534 loss_ce_1: 0.3671 loss_bbox_1: 0.2062 loss_giou_1: 0.4041 loss_ce_2: 0.3128 loss_bbox_2: 0.1815 loss_giou_2: 0.3737 loss_ce_3: 0.2743 loss_bbox_3: 0.1743 loss_giou_3: 0.359 loss_ce_4: 0.2548 loss_bbox_4: 0.1722 loss_giou_4: 0.359 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:44] d2.utils.events INFO: eta: 8:06:26 iter: 346179 total_loss: 5.353 loss_ce: 0.2485 loss_bbox: 0.1663 loss_giou: 0.312 loss_ce_0: 0.4575 loss_bbox_0: 0.2967 loss_giou_0: 0.495 loss_ce_1: 0.3666 loss_bbox_1: 0.2059 loss_giou_1: 0.3659 loss_ce_2: 0.3149 loss_bbox_2: 0.1781 loss_giou_2: 0.3316 loss_ce_3: 0.2668 loss_bbox_3: 0.1711 loss_giou_3: 0.3248 loss_ce_4: 0.2444 loss_bbox_4: 0.1669 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:50] d2.utils.events INFO: eta: 8:06:23 iter: 346199 total_loss: 5.34 loss_ce: 0.2528 loss_bbox: 0.1734 loss_giou: 0.3295 loss_ce_0: 0.4682 loss_bbox_0: 0.2909 loss_giou_0: 0.514 loss_ce_1: 0.3447 loss_bbox_1: 0.2067 loss_giou_1: 0.3691 loss_ce_2: 0.3077 loss_bbox_2: 0.1888 loss_giou_2: 0.3433 loss_ce_3: 0.2712 loss_bbox_3: 0.178 loss_giou_3: 0.3336 loss_ce_4: 0.2494 loss_bbox_4: 0.177 loss_giou_4: 0.3283 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 17:28:55] d2.utils.events INFO: eta: 8:06:21 iter: 346219 total_loss: 5.255 loss_ce: 0.2411 loss_bbox: 0.1684 loss_giou: 0.32 loss_ce_0: 0.4603 loss_bbox_0: 0.2915 loss_giou_0: 0.4928 loss_ce_1: 0.3412 loss_bbox_1: 0.205 loss_giou_1: 0.3648 loss_ce_2: 0.2921 loss_bbox_2: 0.1867 loss_giou_2: 0.3397 loss_ce_3: 0.2587 loss_bbox_3: 0.1756 loss_giou_3: 0.3276 loss_ce_4: 0.2406 loss_bbox_4: 0.17 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:01] d2.utils.events INFO: eta: 8:06:09 iter: 346239 total_loss: 5.538 loss_ce: 0.2614 loss_bbox: 0.1829 loss_giou: 0.3502 loss_ce_0: 0.4846 loss_bbox_0: 0.2986 loss_giou_0: 0.5208 loss_ce_1: 0.376 loss_bbox_1: 0.2238 loss_giou_1: 0.3892 loss_ce_2: 0.3193 loss_bbox_2: 0.1971 loss_giou_2: 0.3632 loss_ce_3: 0.2806 loss_bbox_3: 0.1919 loss_giou_3: 0.3569 loss_ce_4: 0.2665 loss_bbox_4: 0.1866 loss_giou_4: 0.3539 time: 0.2800 data_time: 0.0249 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:07] d2.utils.events INFO: eta: 8:06:09 iter: 346259 total_loss: 5.29 loss_ce: 0.2548 loss_bbox: 0.1775 loss_giou: 0.3145 loss_ce_0: 0.4596 loss_bbox_0: 0.2901 loss_giou_0: 0.4775 loss_ce_1: 0.3642 loss_bbox_1: 0.2035 loss_giou_1: 0.3455 loss_ce_2: 0.3031 loss_bbox_2: 0.1815 loss_giou_2: 0.3255 loss_ce_3: 0.2718 loss_bbox_3: 0.1852 loss_giou_3: 0.3229 loss_ce_4: 0.262 loss_bbox_4: 0.1769 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:13] d2.utils.events INFO: eta: 8:06:01 iter: 346279 total_loss: 5.063 loss_ce: 0.2408 loss_bbox: 0.1665 loss_giou: 0.3047 loss_ce_0: 0.4661 loss_bbox_0: 0.2736 loss_giou_0: 0.4577 loss_ce_1: 0.3547 loss_bbox_1: 0.1917 loss_giou_1: 0.3504 loss_ce_2: 0.2823 loss_bbox_2: 0.1782 loss_giou_2: 0.3208 loss_ce_3: 0.2506 loss_bbox_3: 0.1741 loss_giou_3: 0.3116 loss_ce_4: 0.2374 loss_bbox_4: 0.1709 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:19] d2.utils.events INFO: eta: 8:05:56 iter: 346299 total_loss: 5.278 loss_ce: 0.2638 loss_bbox: 0.173 loss_giou: 0.3152 loss_ce_0: 0.4735 loss_bbox_0: 0.2899 loss_giou_0: 0.4863 loss_ce_1: 0.3536 loss_bbox_1: 0.2015 loss_giou_1: 0.3621 loss_ce_2: 0.2988 loss_bbox_2: 0.1854 loss_giou_2: 0.3297 loss_ce_3: 0.2838 loss_bbox_3: 0.1807 loss_giou_3: 0.3288 loss_ce_4: 0.2751 loss_bbox_4: 0.1808 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0276 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:24] d2.utils.events INFO: eta: 8:05:59 iter: 346319 total_loss: 5.455 loss_ce: 0.2518 loss_bbox: 0.1806 loss_giou: 0.3193 loss_ce_0: 0.4775 loss_bbox_0: 0.3054 loss_giou_0: 0.4876 loss_ce_1: 0.3634 loss_bbox_1: 0.218 loss_giou_1: 0.3674 loss_ce_2: 0.3025 loss_bbox_2: 0.189 loss_giou_2: 0.3366 loss_ce_3: 0.2757 loss_bbox_3: 0.1848 loss_giou_3: 0.324 loss_ce_4: 0.2564 loss_bbox_4: 0.1829 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0302 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:30] d2.utils.events INFO: eta: 8:05:44 iter: 346339 total_loss: 5.364 loss_ce: 0.2513 loss_bbox: 0.1655 loss_giou: 0.3294 loss_ce_0: 0.4727 loss_bbox_0: 0.2814 loss_giou_0: 0.5165 loss_ce_1: 0.3607 loss_bbox_1: 0.1963 loss_giou_1: 0.3784 loss_ce_2: 0.309 loss_bbox_2: 0.1778 loss_giou_2: 0.3477 loss_ce_3: 0.2731 loss_bbox_3: 0.1721 loss_giou_3: 0.3424 loss_ce_4: 0.2548 loss_bbox_4: 0.1705 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:36] d2.utils.events INFO: eta: 8:05:32 iter: 346359 total_loss: 5.153 loss_ce: 0.2569 loss_bbox: 0.1619 loss_giou: 0.3041 loss_ce_0: 0.4681 loss_bbox_0: 0.2824 loss_giou_0: 0.4805 loss_ce_1: 0.3579 loss_bbox_1: 0.1872 loss_giou_1: 0.3535 loss_ce_2: 0.301 loss_bbox_2: 0.1709 loss_giou_2: 0.3253 loss_ce_3: 0.2652 loss_bbox_3: 0.1654 loss_giou_3: 0.3213 loss_ce_4: 0.2614 loss_bbox_4: 0.1636 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:41] d2.utils.events INFO: eta: 8:05:18 iter: 346379 total_loss: 5.393 loss_ce: 0.2416 loss_bbox: 0.1746 loss_giou: 0.3198 loss_ce_0: 0.4666 loss_bbox_0: 0.2903 loss_giou_0: 0.4898 loss_ce_1: 0.3565 loss_bbox_1: 0.2062 loss_giou_1: 0.3658 loss_ce_2: 0.3044 loss_bbox_2: 0.1894 loss_giou_2: 0.3387 loss_ce_3: 0.2649 loss_bbox_3: 0.187 loss_giou_3: 0.3272 loss_ce_4: 0.261 loss_bbox_4: 0.1778 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0233 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:47] d2.utils.events INFO: eta: 8:05:16 iter: 346399 total_loss: 5.444 loss_ce: 0.2462 loss_bbox: 0.1744 loss_giou: 0.3328 loss_ce_0: 0.4689 loss_bbox_0: 0.2959 loss_giou_0: 0.534 loss_ce_1: 0.3496 loss_bbox_1: 0.202 loss_giou_1: 0.3872 loss_ce_2: 0.2971 loss_bbox_2: 0.1872 loss_giou_2: 0.3506 loss_ce_3: 0.2604 loss_bbox_3: 0.1777 loss_giou_3: 0.3429 loss_ce_4: 0.2502 loss_bbox_4: 0.1754 loss_giou_4: 0.3356 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:53] d2.utils.events INFO: eta: 8:05:11 iter: 346419 total_loss: 5.256 loss_ce: 0.2419 loss_bbox: 0.1781 loss_giou: 0.3192 loss_ce_0: 0.4465 loss_bbox_0: 0.2891 loss_giou_0: 0.4831 loss_ce_1: 0.3552 loss_bbox_1: 0.2094 loss_giou_1: 0.3634 loss_ce_2: 0.2909 loss_bbox_2: 0.1857 loss_giou_2: 0.3364 loss_ce_3: 0.2535 loss_bbox_3: 0.183 loss_giou_3: 0.3288 loss_ce_4: 0.2432 loss_bbox_4: 0.1799 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 17:29:58] d2.utils.events INFO: eta: 8:05:03 iter: 346439 total_loss: 5.38 loss_ce: 0.2585 loss_bbox: 0.154 loss_giou: 0.3465 loss_ce_0: 0.4611 loss_bbox_0: 0.2745 loss_giou_0: 0.5091 loss_ce_1: 0.3479 loss_bbox_1: 0.182 loss_giou_1: 0.3845 loss_ce_2: 0.2934 loss_bbox_2: 0.1636 loss_giou_2: 0.3596 loss_ce_3: 0.264 loss_bbox_3: 0.1606 loss_giou_3: 0.3581 loss_ce_4: 0.2578 loss_bbox_4: 0.1558 loss_giou_4: 0.3538 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:04] d2.utils.events INFO: eta: 8:04:57 iter: 346459 total_loss: 5.37 loss_ce: 0.2592 loss_bbox: 0.1756 loss_giou: 0.3318 loss_ce_0: 0.4858 loss_bbox_0: 0.2919 loss_giou_0: 0.5121 loss_ce_1: 0.3624 loss_bbox_1: 0.2085 loss_giou_1: 0.3733 loss_ce_2: 0.3131 loss_bbox_2: 0.189 loss_giou_2: 0.3462 loss_ce_3: 0.2794 loss_bbox_3: 0.1807 loss_giou_3: 0.3357 loss_ce_4: 0.2611 loss_bbox_4: 0.1763 loss_giou_4: 0.3324 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:10] d2.utils.events INFO: eta: 8:04:56 iter: 346479 total_loss: 5.235 loss_ce: 0.2391 loss_bbox: 0.1586 loss_giou: 0.3178 loss_ce_0: 0.4611 loss_bbox_0: 0.2875 loss_giou_0: 0.5112 loss_ce_1: 0.3515 loss_bbox_1: 0.1923 loss_giou_1: 0.3709 loss_ce_2: 0.2798 loss_bbox_2: 0.1747 loss_giou_2: 0.3418 loss_ce_3: 0.2572 loss_bbox_3: 0.1701 loss_giou_3: 0.3337 loss_ce_4: 0.2461 loss_bbox_4: 0.1609 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:15] d2.utils.events INFO: eta: 8:04:45 iter: 346499 total_loss: 5.104 loss_ce: 0.2314 loss_bbox: 0.1678 loss_giou: 0.3154 loss_ce_0: 0.4667 loss_bbox_0: 0.2858 loss_giou_0: 0.4687 loss_ce_1: 0.338 loss_bbox_1: 0.2077 loss_giou_1: 0.3527 loss_ce_2: 0.2741 loss_bbox_2: 0.1871 loss_giou_2: 0.3278 loss_ce_3: 0.2486 loss_bbox_3: 0.181 loss_giou_3: 0.3192 loss_ce_4: 0.2372 loss_bbox_4: 0.1759 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0288 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:21] d2.utils.events INFO: eta: 8:04:39 iter: 346519 total_loss: 5.225 loss_ce: 0.2339 loss_bbox: 0.1828 loss_giou: 0.328 loss_ce_0: 0.4713 loss_bbox_0: 0.3047 loss_giou_0: 0.5015 loss_ce_1: 0.3538 loss_bbox_1: 0.2163 loss_giou_1: 0.3642 loss_ce_2: 0.2888 loss_bbox_2: 0.1961 loss_giou_2: 0.3349 loss_ce_3: 0.2537 loss_bbox_3: 0.1885 loss_giou_3: 0.3342 loss_ce_4: 0.2315 loss_bbox_4: 0.1849 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:27] d2.utils.events INFO: eta: 8:04:30 iter: 346539 total_loss: 5.341 loss_ce: 0.2732 loss_bbox: 0.1669 loss_giou: 0.3292 loss_ce_0: 0.4848 loss_bbox_0: 0.2839 loss_giou_0: 0.5122 loss_ce_1: 0.3676 loss_bbox_1: 0.1966 loss_giou_1: 0.3799 loss_ce_2: 0.3177 loss_bbox_2: 0.1838 loss_giou_2: 0.3533 loss_ce_3: 0.2886 loss_bbox_3: 0.1791 loss_giou_3: 0.3412 loss_ce_4: 0.2742 loss_bbox_4: 0.1759 loss_giou_4: 0.3333 time: 0.2800 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:32] d2.utils.events INFO: eta: 8:04:26 iter: 346559 total_loss: 5.55 loss_ce: 0.2763 loss_bbox: 0.1765 loss_giou: 0.3313 loss_ce_0: 0.4851 loss_bbox_0: 0.2957 loss_giou_0: 0.5242 loss_ce_1: 0.3776 loss_bbox_1: 0.2107 loss_giou_1: 0.3852 loss_ce_2: 0.3245 loss_bbox_2: 0.1903 loss_giou_2: 0.3521 loss_ce_3: 0.2871 loss_bbox_3: 0.1842 loss_giou_3: 0.341 loss_ce_4: 0.2778 loss_bbox_4: 0.1786 loss_giou_4: 0.338 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:38] d2.utils.events INFO: eta: 8:04:16 iter: 346579 total_loss: 5.175 loss_ce: 0.2554 loss_bbox: 0.1648 loss_giou: 0.32 loss_ce_0: 0.4664 loss_bbox_0: 0.2899 loss_giou_0: 0.5085 loss_ce_1: 0.3588 loss_bbox_1: 0.197 loss_giou_1: 0.3705 loss_ce_2: 0.2953 loss_bbox_2: 0.1782 loss_giou_2: 0.3398 loss_ce_3: 0.2615 loss_bbox_3: 0.1742 loss_giou_3: 0.3246 loss_ce_4: 0.2494 loss_bbox_4: 0.1664 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0243 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:44] d2.utils.events INFO: eta: 8:04:12 iter: 346599 total_loss: 5.48 loss_ce: 0.2638 loss_bbox: 0.1631 loss_giou: 0.3326 loss_ce_0: 0.489 loss_bbox_0: 0.2945 loss_giou_0: 0.5106 loss_ce_1: 0.379 loss_bbox_1: 0.2064 loss_giou_1: 0.3955 loss_ce_2: 0.3198 loss_bbox_2: 0.1679 loss_giou_2: 0.3585 loss_ce_3: 0.2919 loss_bbox_3: 0.1655 loss_giou_3: 0.3448 loss_ce_4: 0.2729 loss_bbox_4: 0.1647 loss_giou_4: 0.3346 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:49] d2.utils.events INFO: eta: 8:04:12 iter: 346619 total_loss: 5.529 loss_ce: 0.2617 loss_bbox: 0.164 loss_giou: 0.3231 loss_ce_0: 0.4623 loss_bbox_0: 0.285 loss_giou_0: 0.4948 loss_ce_1: 0.3667 loss_bbox_1: 0.1953 loss_giou_1: 0.3761 loss_ce_2: 0.3097 loss_bbox_2: 0.1758 loss_giou_2: 0.3473 loss_ce_3: 0.2779 loss_bbox_3: 0.1746 loss_giou_3: 0.3394 loss_ce_4: 0.2677 loss_bbox_4: 0.172 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 17:30:55] d2.utils.events INFO: eta: 8:03:55 iter: 346639 total_loss: 5.177 loss_ce: 0.2415 loss_bbox: 0.168 loss_giou: 0.326 loss_ce_0: 0.4714 loss_bbox_0: 0.2877 loss_giou_0: 0.5133 loss_ce_1: 0.3628 loss_bbox_1: 0.1966 loss_giou_1: 0.377 loss_ce_2: 0.2905 loss_bbox_2: 0.1742 loss_giou_2: 0.3483 loss_ce_3: 0.2624 loss_bbox_3: 0.1725 loss_giou_3: 0.3361 loss_ce_4: 0.2401 loss_bbox_4: 0.1708 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0208 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:01] d2.utils.events INFO: eta: 8:03:56 iter: 346659 total_loss: 5.061 loss_ce: 0.2224 loss_bbox: 0.167 loss_giou: 0.309 loss_ce_0: 0.4524 loss_bbox_0: 0.2825 loss_giou_0: 0.4846 loss_ce_1: 0.3395 loss_bbox_1: 0.1984 loss_giou_1: 0.356 loss_ce_2: 0.2746 loss_bbox_2: 0.1756 loss_giou_2: 0.3294 loss_ce_3: 0.2457 loss_bbox_3: 0.1706 loss_giou_3: 0.3183 loss_ce_4: 0.2277 loss_bbox_4: 0.1687 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0239 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:06] d2.utils.events INFO: eta: 8:03:36 iter: 346679 total_loss: 5.277 loss_ce: 0.2528 loss_bbox: 0.1561 loss_giou: 0.3257 loss_ce_0: 0.4755 loss_bbox_0: 0.2753 loss_giou_0: 0.5148 loss_ce_1: 0.3648 loss_bbox_1: 0.1922 loss_giou_1: 0.366 loss_ce_2: 0.3023 loss_bbox_2: 0.1711 loss_giou_2: 0.3465 loss_ce_3: 0.2752 loss_bbox_3: 0.1579 loss_giou_3: 0.3317 loss_ce_4: 0.2648 loss_bbox_4: 0.1601 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:12] d2.utils.events INFO: eta: 8:03:29 iter: 346699 total_loss: 5.241 loss_ce: 0.2405 loss_bbox: 0.165 loss_giou: 0.3141 loss_ce_0: 0.4722 loss_bbox_0: 0.2894 loss_giou_0: 0.4935 loss_ce_1: 0.3472 loss_bbox_1: 0.1961 loss_giou_1: 0.3608 loss_ce_2: 0.3011 loss_bbox_2: 0.1782 loss_giou_2: 0.3357 loss_ce_3: 0.2719 loss_bbox_3: 0.1656 loss_giou_3: 0.3212 loss_ce_4: 0.2524 loss_bbox_4: 0.1659 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:18] d2.utils.events INFO: eta: 8:03:21 iter: 346719 total_loss: 5.505 loss_ce: 0.2774 loss_bbox: 0.1807 loss_giou: 0.3365 loss_ce_0: 0.4901 loss_bbox_0: 0.2825 loss_giou_0: 0.5 loss_ce_1: 0.3761 loss_bbox_1: 0.207 loss_giou_1: 0.3833 loss_ce_2: 0.3267 loss_bbox_2: 0.192 loss_giou_2: 0.3562 loss_ce_3: 0.2991 loss_bbox_3: 0.188 loss_giou_3: 0.3504 loss_ce_4: 0.2809 loss_bbox_4: 0.1854 loss_giou_4: 0.3405 time: 0.2800 data_time: 0.0250 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:23] d2.utils.events INFO: eta: 8:03:18 iter: 346739 total_loss: 5.307 loss_ce: 0.264 loss_bbox: 0.1664 loss_giou: 0.3194 loss_ce_0: 0.4795 loss_bbox_0: 0.2823 loss_giou_0: 0.5099 loss_ce_1: 0.3653 loss_bbox_1: 0.1923 loss_giou_1: 0.3658 loss_ce_2: 0.3133 loss_bbox_2: 0.1786 loss_giou_2: 0.3393 loss_ce_3: 0.283 loss_bbox_3: 0.1767 loss_giou_3: 0.333 loss_ce_4: 0.2659 loss_bbox_4: 0.1673 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:29] d2.utils.events INFO: eta: 8:03:10 iter: 346759 total_loss: 5.15 loss_ce: 0.2416 loss_bbox: 0.1848 loss_giou: 0.3057 loss_ce_0: 0.4423 loss_bbox_0: 0.3101 loss_giou_0: 0.475 loss_ce_1: 0.3445 loss_bbox_1: 0.2065 loss_giou_1: 0.3466 loss_ce_2: 0.2848 loss_bbox_2: 0.1943 loss_giou_2: 0.3206 loss_ce_3: 0.2458 loss_bbox_3: 0.1884 loss_giou_3: 0.3125 loss_ce_4: 0.2361 loss_bbox_4: 0.188 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:35] d2.utils.events INFO: eta: 8:03:07 iter: 346779 total_loss: 5.291 loss_ce: 0.2505 loss_bbox: 0.1714 loss_giou: 0.3032 loss_ce_0: 0.4663 loss_bbox_0: 0.2929 loss_giou_0: 0.4715 loss_ce_1: 0.3592 loss_bbox_1: 0.2094 loss_giou_1: 0.3528 loss_ce_2: 0.2959 loss_bbox_2: 0.1837 loss_giou_2: 0.3276 loss_ce_3: 0.2695 loss_bbox_3: 0.1754 loss_giou_3: 0.3091 loss_ce_4: 0.2513 loss_bbox_4: 0.1722 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:41] d2.utils.events INFO: eta: 8:03:01 iter: 346799 total_loss: 5.339 loss_ce: 0.2568 loss_bbox: 0.1685 loss_giou: 0.3231 loss_ce_0: 0.4607 loss_bbox_0: 0.2953 loss_giou_0: 0.5258 loss_ce_1: 0.36 loss_bbox_1: 0.2021 loss_giou_1: 0.3769 loss_ce_2: 0.3138 loss_bbox_2: 0.1831 loss_giou_2: 0.3542 loss_ce_3: 0.2664 loss_bbox_3: 0.1737 loss_giou_3: 0.3369 loss_ce_4: 0.2555 loss_bbox_4: 0.1716 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0316 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:46] d2.utils.events INFO: eta: 8:03:04 iter: 346819 total_loss: 5.302 loss_ce: 0.2432 loss_bbox: 0.1891 loss_giou: 0.3266 loss_ce_0: 0.456 loss_bbox_0: 0.3072 loss_giou_0: 0.4878 loss_ce_1: 0.3332 loss_bbox_1: 0.2186 loss_giou_1: 0.3666 loss_ce_2: 0.2818 loss_bbox_2: 0.2005 loss_giou_2: 0.336 loss_ce_3: 0.2437 loss_bbox_3: 0.1936 loss_giou_3: 0.3345 loss_ce_4: 0.2358 loss_bbox_4: 0.1948 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:52] d2.utils.events INFO: eta: 8:03:12 iter: 346839 total_loss: 5.334 loss_ce: 0.2456 loss_bbox: 0.1799 loss_giou: 0.3253 loss_ce_0: 0.4508 loss_bbox_0: 0.2946 loss_giou_0: 0.4938 loss_ce_1: 0.3461 loss_bbox_1: 0.2112 loss_giou_1: 0.3608 loss_ce_2: 0.2959 loss_bbox_2: 0.1991 loss_giou_2: 0.3407 loss_ce_3: 0.2669 loss_bbox_3: 0.192 loss_giou_3: 0.3301 loss_ce_4: 0.2441 loss_bbox_4: 0.1818 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 17:31:58] d2.utils.events INFO: eta: 8:03:10 iter: 346859 total_loss: 5.444 loss_ce: 0.2625 loss_bbox: 0.1665 loss_giou: 0.3373 loss_ce_0: 0.4749 loss_bbox_0: 0.2911 loss_giou_0: 0.5169 loss_ce_1: 0.3612 loss_bbox_1: 0.1942 loss_giou_1: 0.3888 loss_ce_2: 0.3008 loss_bbox_2: 0.1852 loss_giou_2: 0.3499 loss_ce_3: 0.2797 loss_bbox_3: 0.1691 loss_giou_3: 0.3508 loss_ce_4: 0.2667 loss_bbox_4: 0.1678 loss_giou_4: 0.3452 time: 0.2800 data_time: 0.0242 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:03] d2.utils.events INFO: eta: 8:02:59 iter: 346879 total_loss: 5.282 loss_ce: 0.264 loss_bbox: 0.1658 loss_giou: 0.3167 loss_ce_0: 0.4873 loss_bbox_0: 0.2838 loss_giou_0: 0.4993 loss_ce_1: 0.3662 loss_bbox_1: 0.1934 loss_giou_1: 0.3608 loss_ce_2: 0.3057 loss_bbox_2: 0.1791 loss_giou_2: 0.3309 loss_ce_3: 0.2741 loss_bbox_3: 0.1683 loss_giou_3: 0.3212 loss_ce_4: 0.2642 loss_bbox_4: 0.1679 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:09] d2.utils.events INFO: eta: 8:02:43 iter: 346899 total_loss: 5.217 loss_ce: 0.2468 loss_bbox: 0.1745 loss_giou: 0.3121 loss_ce_0: 0.4565 loss_bbox_0: 0.3127 loss_giou_0: 0.4908 loss_ce_1: 0.3464 loss_bbox_1: 0.2053 loss_giou_1: 0.3636 loss_ce_2: 0.2966 loss_bbox_2: 0.185 loss_giou_2: 0.3257 loss_ce_3: 0.2686 loss_bbox_3: 0.1799 loss_giou_3: 0.3217 loss_ce_4: 0.2464 loss_bbox_4: 0.1746 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:15] d2.utils.events INFO: eta: 8:02:40 iter: 346919 total_loss: 5.172 loss_ce: 0.2397 loss_bbox: 0.1612 loss_giou: 0.3144 loss_ce_0: 0.4526 loss_bbox_0: 0.2721 loss_giou_0: 0.4996 loss_ce_1: 0.3552 loss_bbox_1: 0.1894 loss_giou_1: 0.3723 loss_ce_2: 0.2836 loss_bbox_2: 0.1741 loss_giou_2: 0.3446 loss_ce_3: 0.2432 loss_bbox_3: 0.1658 loss_giou_3: 0.3343 loss_ce_4: 0.2369 loss_bbox_4: 0.1654 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:20] d2.utils.events INFO: eta: 8:02:27 iter: 346939 total_loss: 5.18 loss_ce: 0.276 loss_bbox: 0.1784 loss_giou: 0.303 loss_ce_0: 0.476 loss_bbox_0: 0.305 loss_giou_0: 0.4689 loss_ce_1: 0.3668 loss_bbox_1: 0.223 loss_giou_1: 0.3503 loss_ce_2: 0.3171 loss_bbox_2: 0.1947 loss_giou_2: 0.3306 loss_ce_3: 0.2966 loss_bbox_3: 0.1861 loss_giou_3: 0.3191 loss_ce_4: 0.2763 loss_bbox_4: 0.1798 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0195 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:26] d2.utils.events INFO: eta: 8:02:36 iter: 346959 total_loss: 5.401 loss_ce: 0.2723 loss_bbox: 0.1743 loss_giou: 0.3253 loss_ce_0: 0.4809 loss_bbox_0: 0.2991 loss_giou_0: 0.4992 loss_ce_1: 0.3734 loss_bbox_1: 0.2007 loss_giou_1: 0.3767 loss_ce_2: 0.3174 loss_bbox_2: 0.1867 loss_giou_2: 0.3444 loss_ce_3: 0.2821 loss_bbox_3: 0.1791 loss_giou_3: 0.3346 loss_ce_4: 0.2757 loss_bbox_4: 0.1785 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0257 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:32] d2.utils.events INFO: eta: 8:02:30 iter: 346979 total_loss: 4.963 loss_ce: 0.2185 loss_bbox: 0.1685 loss_giou: 0.306 loss_ce_0: 0.4526 loss_bbox_0: 0.2817 loss_giou_0: 0.4654 loss_ce_1: 0.3544 loss_bbox_1: 0.1998 loss_giou_1: 0.3387 loss_ce_2: 0.2968 loss_bbox_2: 0.1861 loss_giou_2: 0.3199 loss_ce_3: 0.2479 loss_bbox_3: 0.1771 loss_giou_3: 0.3101 loss_ce_4: 0.2264 loss_bbox_4: 0.1717 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:37] d2.utils.events INFO: eta: 8:02:24 iter: 346999 total_loss: 5.285 loss_ce: 0.2473 loss_bbox: 0.1712 loss_giou: 0.3211 loss_ce_0: 0.4704 loss_bbox_0: 0.2939 loss_giou_0: 0.4572 loss_ce_1: 0.3627 loss_bbox_1: 0.2049 loss_giou_1: 0.3577 loss_ce_2: 0.3022 loss_bbox_2: 0.1877 loss_giou_2: 0.3306 loss_ce_3: 0.2612 loss_bbox_3: 0.177 loss_giou_3: 0.3257 loss_ce_4: 0.2511 loss_bbox_4: 0.1749 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:43] d2.utils.events INFO: eta: 8:02:23 iter: 347019 total_loss: 5.404 loss_ce: 0.2839 loss_bbox: 0.1652 loss_giou: 0.3305 loss_ce_0: 0.4969 loss_bbox_0: 0.281 loss_giou_0: 0.5078 loss_ce_1: 0.3682 loss_bbox_1: 0.1995 loss_giou_1: 0.3704 loss_ce_2: 0.3122 loss_bbox_2: 0.1831 loss_giou_2: 0.3438 loss_ce_3: 0.2823 loss_bbox_3: 0.172 loss_giou_3: 0.3408 loss_ce_4: 0.2797 loss_bbox_4: 0.1684 loss_giou_4: 0.3361 time: 0.2800 data_time: 0.0230 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:49] d2.utils.events INFO: eta: 8:02:14 iter: 347039 total_loss: 5.31 loss_ce: 0.255 loss_bbox: 0.1725 loss_giou: 0.3185 loss_ce_0: 0.4675 loss_bbox_0: 0.2894 loss_giou_0: 0.4948 loss_ce_1: 0.3593 loss_bbox_1: 0.2077 loss_giou_1: 0.3618 loss_ce_2: 0.2993 loss_bbox_2: 0.1788 loss_giou_2: 0.3305 loss_ce_3: 0.2715 loss_bbox_3: 0.1764 loss_giou_3: 0.3315 loss_ce_4: 0.2572 loss_bbox_4: 0.1723 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 17:32:54] d2.utils.events INFO: eta: 8:02:10 iter: 347059 total_loss: 5.772 loss_ce: 0.2731 loss_bbox: 0.1834 loss_giou: 0.3489 loss_ce_0: 0.5087 loss_bbox_0: 0.2983 loss_giou_0: 0.5373 loss_ce_1: 0.3792 loss_bbox_1: 0.2082 loss_giou_1: 0.3993 loss_ce_2: 0.3278 loss_bbox_2: 0.1978 loss_giou_2: 0.368 loss_ce_3: 0.2902 loss_bbox_3: 0.1905 loss_giou_3: 0.3629 loss_ce_4: 0.2744 loss_bbox_4: 0.1829 loss_giou_4: 0.3546 time: 0.2800 data_time: 0.0291 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:00] d2.utils.events INFO: eta: 8:02:04 iter: 347079 total_loss: 5.309 loss_ce: 0.2455 loss_bbox: 0.1796 loss_giou: 0.3155 loss_ce_0: 0.4614 loss_bbox_0: 0.2912 loss_giou_0: 0.4918 loss_ce_1: 0.3486 loss_bbox_1: 0.2098 loss_giou_1: 0.3675 loss_ce_2: 0.2929 loss_bbox_2: 0.1891 loss_giou_2: 0.3411 loss_ce_3: 0.2651 loss_bbox_3: 0.1849 loss_giou_3: 0.326 loss_ce_4: 0.2522 loss_bbox_4: 0.1814 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0297 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:06] d2.utils.events INFO: eta: 8:01:53 iter: 347099 total_loss: 5.231 loss_ce: 0.2606 loss_bbox: 0.1738 loss_giou: 0.3107 loss_ce_0: 0.4579 loss_bbox_0: 0.3051 loss_giou_0: 0.4754 loss_ce_1: 0.3679 loss_bbox_1: 0.217 loss_giou_1: 0.3488 loss_ce_2: 0.2975 loss_bbox_2: 0.1921 loss_giou_2: 0.3254 loss_ce_3: 0.2658 loss_bbox_3: 0.1815 loss_giou_3: 0.3202 loss_ce_4: 0.2563 loss_bbox_4: 0.1811 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:12] d2.utils.events INFO: eta: 8:01:33 iter: 347119 total_loss: 4.996 loss_ce: 0.2417 loss_bbox: 0.1624 loss_giou: 0.3194 loss_ce_0: 0.4458 loss_bbox_0: 0.286 loss_giou_0: 0.4923 loss_ce_1: 0.3265 loss_bbox_1: 0.199 loss_giou_1: 0.3671 loss_ce_2: 0.2732 loss_bbox_2: 0.1809 loss_giou_2: 0.3414 loss_ce_3: 0.2451 loss_bbox_3: 0.172 loss_giou_3: 0.3316 loss_ce_4: 0.2375 loss_bbox_4: 0.1673 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:17] d2.utils.events INFO: eta: 8:01:42 iter: 347139 total_loss: 5.331 loss_ce: 0.2494 loss_bbox: 0.1806 loss_giou: 0.2959 loss_ce_0: 0.476 loss_bbox_0: 0.3125 loss_giou_0: 0.4588 loss_ce_1: 0.374 loss_bbox_1: 0.2248 loss_giou_1: 0.3422 loss_ce_2: 0.3176 loss_bbox_2: 0.1923 loss_giou_2: 0.3116 loss_ce_3: 0.2709 loss_bbox_3: 0.1878 loss_giou_3: 0.3048 loss_ce_4: 0.2654 loss_bbox_4: 0.1827 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:23] d2.utils.events INFO: eta: 8:01:30 iter: 347159 total_loss: 5.1 loss_ce: 0.2445 loss_bbox: 0.1617 loss_giou: 0.3173 loss_ce_0: 0.4621 loss_bbox_0: 0.283 loss_giou_0: 0.5045 loss_ce_1: 0.3596 loss_bbox_1: 0.1996 loss_giou_1: 0.3711 loss_ce_2: 0.2882 loss_bbox_2: 0.1701 loss_giou_2: 0.3374 loss_ce_3: 0.2491 loss_bbox_3: 0.1665 loss_giou_3: 0.3285 loss_ce_4: 0.2493 loss_bbox_4: 0.1614 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0235 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:29] d2.utils.events INFO: eta: 8:01:31 iter: 347179 total_loss: 5.487 loss_ce: 0.2613 loss_bbox: 0.1854 loss_giou: 0.3485 loss_ce_0: 0.478 loss_bbox_0: 0.2944 loss_giou_0: 0.5275 loss_ce_1: 0.371 loss_bbox_1: 0.2101 loss_giou_1: 0.396 loss_ce_2: 0.3013 loss_bbox_2: 0.1994 loss_giou_2: 0.368 loss_ce_3: 0.2706 loss_bbox_3: 0.1865 loss_giou_3: 0.3573 loss_ce_4: 0.2636 loss_bbox_4: 0.1861 loss_giou_4: 0.349 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:34] d2.utils.events INFO: eta: 8:01:29 iter: 347199 total_loss: 5.529 loss_ce: 0.264 loss_bbox: 0.1821 loss_giou: 0.3313 loss_ce_0: 0.4915 loss_bbox_0: 0.2961 loss_giou_0: 0.5102 loss_ce_1: 0.374 loss_bbox_1: 0.2246 loss_giou_1: 0.38 loss_ce_2: 0.3129 loss_bbox_2: 0.1978 loss_giou_2: 0.3607 loss_ce_3: 0.2793 loss_bbox_3: 0.1939 loss_giou_3: 0.3492 loss_ce_4: 0.2652 loss_bbox_4: 0.1868 loss_giou_4: 0.3423 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:40] d2.utils.events INFO: eta: 8:01:28 iter: 347219 total_loss: 4.997 loss_ce: 0.2306 loss_bbox: 0.1726 loss_giou: 0.3126 loss_ce_0: 0.44 loss_bbox_0: 0.2921 loss_giou_0: 0.4993 loss_ce_1: 0.3416 loss_bbox_1: 0.1945 loss_giou_1: 0.3577 loss_ce_2: 0.2767 loss_bbox_2: 0.1803 loss_giou_2: 0.3329 loss_ce_3: 0.2539 loss_bbox_3: 0.176 loss_giou_3: 0.3178 loss_ce_4: 0.2327 loss_bbox_4: 0.1736 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:46] d2.utils.events INFO: eta: 8:01:27 iter: 347239 total_loss: 5.354 loss_ce: 0.2546 loss_bbox: 0.1683 loss_giou: 0.3223 loss_ce_0: 0.4733 loss_bbox_0: 0.2997 loss_giou_0: 0.5206 loss_ce_1: 0.3711 loss_bbox_1: 0.2036 loss_giou_1: 0.3807 loss_ce_2: 0.3071 loss_bbox_2: 0.1842 loss_giou_2: 0.3397 loss_ce_3: 0.2712 loss_bbox_3: 0.1747 loss_giou_3: 0.3299 loss_ce_4: 0.2552 loss_bbox_4: 0.1717 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:52] d2.utils.events INFO: eta: 8:01:21 iter: 347259 total_loss: 5.176 loss_ce: 0.2493 loss_bbox: 0.1656 loss_giou: 0.3052 loss_ce_0: 0.4801 loss_bbox_0: 0.2934 loss_giou_0: 0.4973 loss_ce_1: 0.3716 loss_bbox_1: 0.2028 loss_giou_1: 0.3547 loss_ce_2: 0.3041 loss_bbox_2: 0.1782 loss_giou_2: 0.3247 loss_ce_3: 0.2654 loss_bbox_3: 0.1759 loss_giou_3: 0.3179 loss_ce_4: 0.2478 loss_bbox_4: 0.1699 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 17:33:57] d2.utils.events INFO: eta: 8:01:27 iter: 347279 total_loss: 5.226 loss_ce: 0.265 loss_bbox: 0.1614 loss_giou: 0.3192 loss_ce_0: 0.4715 loss_bbox_0: 0.2808 loss_giou_0: 0.5013 loss_ce_1: 0.3789 loss_bbox_1: 0.1979 loss_giou_1: 0.3676 loss_ce_2: 0.3117 loss_bbox_2: 0.1736 loss_giou_2: 0.3344 loss_ce_3: 0.2805 loss_bbox_3: 0.1673 loss_giou_3: 0.3314 loss_ce_4: 0.2688 loss_bbox_4: 0.166 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:03] d2.utils.events INFO: eta: 8:01:23 iter: 347299 total_loss: 5.396 loss_ce: 0.2439 loss_bbox: 0.173 loss_giou: 0.3294 loss_ce_0: 0.4679 loss_bbox_0: 0.2961 loss_giou_0: 0.5135 loss_ce_1: 0.3646 loss_bbox_1: 0.2089 loss_giou_1: 0.3684 loss_ce_2: 0.3019 loss_bbox_2: 0.1835 loss_giou_2: 0.3477 loss_ce_3: 0.2621 loss_bbox_3: 0.1763 loss_giou_3: 0.3282 loss_ce_4: 0.2491 loss_bbox_4: 0.1741 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:09] d2.utils.events INFO: eta: 8:01:18 iter: 347319 total_loss: 5.09 loss_ce: 0.2321 loss_bbox: 0.1804 loss_giou: 0.3038 loss_ce_0: 0.4591 loss_bbox_0: 0.2888 loss_giou_0: 0.4761 loss_ce_1: 0.3672 loss_bbox_1: 0.2053 loss_giou_1: 0.3499 loss_ce_2: 0.2882 loss_bbox_2: 0.1847 loss_giou_2: 0.3272 loss_ce_3: 0.2616 loss_bbox_3: 0.1821 loss_giou_3: 0.3148 loss_ce_4: 0.2377 loss_bbox_4: 0.1786 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0212 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:14] d2.utils.events INFO: eta: 8:01:15 iter: 347339 total_loss: 5.238 loss_ce: 0.2476 loss_bbox: 0.1704 loss_giou: 0.3043 loss_ce_0: 0.4615 loss_bbox_0: 0.2894 loss_giou_0: 0.468 loss_ce_1: 0.3597 loss_bbox_1: 0.2068 loss_giou_1: 0.3404 loss_ce_2: 0.2929 loss_bbox_2: 0.1807 loss_giou_2: 0.3193 loss_ce_3: 0.2669 loss_bbox_3: 0.1739 loss_giou_3: 0.3091 loss_ce_4: 0.2542 loss_bbox_4: 0.1693 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0222 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:20] d2.utils.events INFO: eta: 8:01:15 iter: 347359 total_loss: 5.408 loss_ce: 0.2583 loss_bbox: 0.1766 loss_giou: 0.3217 loss_ce_0: 0.4702 loss_bbox_0: 0.2902 loss_giou_0: 0.4928 loss_ce_1: 0.3604 loss_bbox_1: 0.2001 loss_giou_1: 0.3763 loss_ce_2: 0.3047 loss_bbox_2: 0.1891 loss_giou_2: 0.3421 loss_ce_3: 0.2896 loss_bbox_3: 0.1766 loss_giou_3: 0.3318 loss_ce_4: 0.2682 loss_bbox_4: 0.1784 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0240 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:26] d2.utils.events INFO: eta: 8:01:10 iter: 347379 total_loss: 5.196 loss_ce: 0.2526 loss_bbox: 0.1758 loss_giou: 0.3137 loss_ce_0: 0.4674 loss_bbox_0: 0.2978 loss_giou_0: 0.4753 loss_ce_1: 0.3497 loss_bbox_1: 0.2126 loss_giou_1: 0.3646 loss_ce_2: 0.3066 loss_bbox_2: 0.1897 loss_giou_2: 0.332 loss_ce_3: 0.2714 loss_bbox_3: 0.1835 loss_giou_3: 0.3251 loss_ce_4: 0.2544 loss_bbox_4: 0.1783 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0209 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:31] d2.utils.events INFO: eta: 8:01:04 iter: 347399 total_loss: 5.264 loss_ce: 0.2629 loss_bbox: 0.1669 loss_giou: 0.3143 loss_ce_0: 0.4651 loss_bbox_0: 0.2831 loss_giou_0: 0.515 loss_ce_1: 0.3749 loss_bbox_1: 0.1994 loss_giou_1: 0.3736 loss_ce_2: 0.3105 loss_bbox_2: 0.1816 loss_giou_2: 0.3396 loss_ce_3: 0.2716 loss_bbox_3: 0.1729 loss_giou_3: 0.3259 loss_ce_4: 0.269 loss_bbox_4: 0.1707 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:37] d2.utils.events INFO: eta: 8:00:59 iter: 347419 total_loss: 5.641 loss_ce: 0.2733 loss_bbox: 0.1837 loss_giou: 0.3221 loss_ce_0: 0.4796 loss_bbox_0: 0.3009 loss_giou_0: 0.4902 loss_ce_1: 0.3789 loss_bbox_1: 0.2151 loss_giou_1: 0.3816 loss_ce_2: 0.3295 loss_bbox_2: 0.1954 loss_giou_2: 0.3416 loss_ce_3: 0.289 loss_bbox_3: 0.1895 loss_giou_3: 0.3266 loss_ce_4: 0.2755 loss_bbox_4: 0.1834 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:43] d2.utils.events INFO: eta: 8:00:50 iter: 347439 total_loss: 5.204 loss_ce: 0.2511 loss_bbox: 0.1685 loss_giou: 0.311 loss_ce_0: 0.4689 loss_bbox_0: 0.2932 loss_giou_0: 0.4815 loss_ce_1: 0.3558 loss_bbox_1: 0.1989 loss_giou_1: 0.3579 loss_ce_2: 0.2976 loss_bbox_2: 0.182 loss_giou_2: 0.3351 loss_ce_3: 0.2513 loss_bbox_3: 0.1721 loss_giou_3: 0.3205 loss_ce_4: 0.2442 loss_bbox_4: 0.1682 loss_giou_4: 0.3132 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:48] d2.utils.events INFO: eta: 8:00:37 iter: 347459 total_loss: 5.586 loss_ce: 0.2828 loss_bbox: 0.1794 loss_giou: 0.332 loss_ce_0: 0.485 loss_bbox_0: 0.294 loss_giou_0: 0.4845 loss_ce_1: 0.369 loss_bbox_1: 0.2086 loss_giou_1: 0.3699 loss_ce_2: 0.3119 loss_bbox_2: 0.1929 loss_giou_2: 0.3433 loss_ce_3: 0.2898 loss_bbox_3: 0.1812 loss_giou_3: 0.3361 loss_ce_4: 0.2843 loss_bbox_4: 0.1786 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:34:54] d2.utils.events INFO: eta: 8:00:20 iter: 347479 total_loss: 5.387 loss_ce: 0.2618 loss_bbox: 0.1709 loss_giou: 0.3297 loss_ce_0: 0.4688 loss_bbox_0: 0.3091 loss_giou_0: 0.5157 loss_ce_1: 0.3697 loss_bbox_1: 0.2083 loss_giou_1: 0.3799 loss_ce_2: 0.306 loss_bbox_2: 0.1852 loss_giou_2: 0.3561 loss_ce_3: 0.2747 loss_bbox_3: 0.1792 loss_giou_3: 0.3406 loss_ce_4: 0.2672 loss_bbox_4: 0.1762 loss_giou_4: 0.3361 time: 0.2800 data_time: 0.0268 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:00] d2.utils.events INFO: eta: 8:00:14 iter: 347499 total_loss: 5.374 loss_ce: 0.2454 loss_bbox: 0.1848 loss_giou: 0.3043 loss_ce_0: 0.4786 loss_bbox_0: 0.301 loss_giou_0: 0.4544 loss_ce_1: 0.3635 loss_bbox_1: 0.2166 loss_giou_1: 0.3402 loss_ce_2: 0.3067 loss_bbox_2: 0.192 loss_giou_2: 0.3174 loss_ce_3: 0.2738 loss_bbox_3: 0.1932 loss_giou_3: 0.3175 loss_ce_4: 0.2668 loss_bbox_4: 0.1865 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:06] d2.utils.events INFO: eta: 8:00:20 iter: 347519 total_loss: 5.326 loss_ce: 0.2444 loss_bbox: 0.1749 loss_giou: 0.3282 loss_ce_0: 0.4714 loss_bbox_0: 0.2931 loss_giou_0: 0.4827 loss_ce_1: 0.344 loss_bbox_1: 0.2071 loss_giou_1: 0.3716 loss_ce_2: 0.3029 loss_bbox_2: 0.1866 loss_giou_2: 0.3391 loss_ce_3: 0.2618 loss_bbox_3: 0.1819 loss_giou_3: 0.3241 loss_ce_4: 0.2507 loss_bbox_4: 0.1752 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0163 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:11] d2.utils.events INFO: eta: 8:00:19 iter: 347539 total_loss: 5.119 loss_ce: 0.2526 loss_bbox: 0.1669 loss_giou: 0.322 loss_ce_0: 0.4586 loss_bbox_0: 0.2792 loss_giou_0: 0.5203 loss_ce_1: 0.3714 loss_bbox_1: 0.1896 loss_giou_1: 0.3719 loss_ce_2: 0.305 loss_bbox_2: 0.1754 loss_giou_2: 0.336 loss_ce_3: 0.2711 loss_bbox_3: 0.1738 loss_giou_3: 0.3303 loss_ce_4: 0.2459 loss_bbox_4: 0.1701 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0260 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:17] d2.utils.events INFO: eta: 8:00:11 iter: 347559 total_loss: 5.41 loss_ce: 0.2509 loss_bbox: 0.1703 loss_giou: 0.3137 loss_ce_0: 0.4794 loss_bbox_0: 0.2986 loss_giou_0: 0.5008 loss_ce_1: 0.3613 loss_bbox_1: 0.1978 loss_giou_1: 0.3729 loss_ce_2: 0.2986 loss_bbox_2: 0.1843 loss_giou_2: 0.3431 loss_ce_3: 0.2702 loss_bbox_3: 0.1799 loss_giou_3: 0.3299 loss_ce_4: 0.2516 loss_bbox_4: 0.1707 loss_giou_4: 0.3242 time: 0.2800 data_time: 0.0199 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:23] d2.utils.events INFO: eta: 8:00:04 iter: 347579 total_loss: 5.237 loss_ce: 0.2473 loss_bbox: 0.1754 loss_giou: 0.3141 loss_ce_0: 0.4885 loss_bbox_0: 0.2987 loss_giou_0: 0.4734 loss_ce_1: 0.3572 loss_bbox_1: 0.2045 loss_giou_1: 0.3492 loss_ce_2: 0.2974 loss_bbox_2: 0.1827 loss_giou_2: 0.3283 loss_ce_3: 0.2619 loss_bbox_3: 0.1805 loss_giou_3: 0.3235 loss_ce_4: 0.249 loss_bbox_4: 0.1789 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0292 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:28] d2.utils.events INFO: eta: 7:59:57 iter: 347599 total_loss: 5.221 loss_ce: 0.2461 loss_bbox: 0.1606 loss_giou: 0.3272 loss_ce_0: 0.4881 loss_bbox_0: 0.2866 loss_giou_0: 0.4952 loss_ce_1: 0.3543 loss_bbox_1: 0.1957 loss_giou_1: 0.3733 loss_ce_2: 0.298 loss_bbox_2: 0.1747 loss_giou_2: 0.3412 loss_ce_3: 0.2673 loss_bbox_3: 0.1687 loss_giou_3: 0.3293 loss_ce_4: 0.2521 loss_bbox_4: 0.1622 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:34] d2.utils.events INFO: eta: 7:59:53 iter: 347619 total_loss: 5.268 loss_ce: 0.2454 loss_bbox: 0.166 loss_giou: 0.3227 loss_ce_0: 0.4839 loss_bbox_0: 0.2817 loss_giou_0: 0.485 loss_ce_1: 0.3578 loss_bbox_1: 0.1943 loss_giou_1: 0.3776 loss_ce_2: 0.2976 loss_bbox_2: 0.1793 loss_giou_2: 0.3465 loss_ce_3: 0.2651 loss_bbox_3: 0.1706 loss_giou_3: 0.3285 loss_ce_4: 0.2517 loss_bbox_4: 0.1673 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:40] d2.utils.events INFO: eta: 7:59:47 iter: 347639 total_loss: 5.335 loss_ce: 0.248 loss_bbox: 0.1713 loss_giou: 0.3299 loss_ce_0: 0.4707 loss_bbox_0: 0.2907 loss_giou_0: 0.493 loss_ce_1: 0.3685 loss_bbox_1: 0.2025 loss_giou_1: 0.365 loss_ce_2: 0.2909 loss_bbox_2: 0.1917 loss_giou_2: 0.3388 loss_ce_3: 0.2568 loss_bbox_3: 0.1792 loss_giou_3: 0.337 loss_ce_4: 0.2472 loss_bbox_4: 0.1751 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:45] d2.utils.events INFO: eta: 7:59:38 iter: 347659 total_loss: 5.178 loss_ce: 0.232 loss_bbox: 0.1711 loss_giou: 0.2991 loss_ce_0: 0.4696 loss_bbox_0: 0.2948 loss_giou_0: 0.4629 loss_ce_1: 0.3724 loss_bbox_1: 0.2022 loss_giou_1: 0.3487 loss_ce_2: 0.2938 loss_bbox_2: 0.178 loss_giou_2: 0.3238 loss_ce_3: 0.2467 loss_bbox_3: 0.1748 loss_giou_3: 0.3116 loss_ce_4: 0.2354 loss_bbox_4: 0.1705 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:51] d2.utils.events INFO: eta: 7:59:39 iter: 347679 total_loss: 5.375 loss_ce: 0.2417 loss_bbox: 0.1583 loss_giou: 0.3274 loss_ce_0: 0.4762 loss_bbox_0: 0.2762 loss_giou_0: 0.5122 loss_ce_1: 0.3671 loss_bbox_1: 0.1881 loss_giou_1: 0.3773 loss_ce_2: 0.2953 loss_bbox_2: 0.1742 loss_giou_2: 0.3504 loss_ce_3: 0.256 loss_bbox_3: 0.1655 loss_giou_3: 0.3364 loss_ce_4: 0.2491 loss_bbox_4: 0.1605 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 17:35:57] d2.utils.events INFO: eta: 7:59:32 iter: 347699 total_loss: 5.204 loss_ce: 0.2536 loss_bbox: 0.1835 loss_giou: 0.2894 loss_ce_0: 0.4751 loss_bbox_0: 0.2994 loss_giou_0: 0.4503 loss_ce_1: 0.3615 loss_bbox_1: 0.2165 loss_giou_1: 0.3323 loss_ce_2: 0.3006 loss_bbox_2: 0.1951 loss_giou_2: 0.3074 loss_ce_3: 0.2699 loss_bbox_3: 0.1879 loss_giou_3: 0.2967 loss_ce_4: 0.2611 loss_bbox_4: 0.1904 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:02] d2.utils.events INFO: eta: 7:59:27 iter: 347719 total_loss: 5.475 loss_ce: 0.248 loss_bbox: 0.1599 loss_giou: 0.3433 loss_ce_0: 0.4781 loss_bbox_0: 0.2618 loss_giou_0: 0.5124 loss_ce_1: 0.3522 loss_bbox_1: 0.1888 loss_giou_1: 0.4026 loss_ce_2: 0.3028 loss_bbox_2: 0.1655 loss_giou_2: 0.3781 loss_ce_3: 0.2689 loss_bbox_3: 0.16 loss_giou_3: 0.3574 loss_ce_4: 0.2564 loss_bbox_4: 0.158 loss_giou_4: 0.3436 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:08] d2.utils.events INFO: eta: 7:59:21 iter: 347739 total_loss: 5.177 loss_ce: 0.257 loss_bbox: 0.1673 loss_giou: 0.3048 loss_ce_0: 0.4633 loss_bbox_0: 0.282 loss_giou_0: 0.4921 loss_ce_1: 0.369 loss_bbox_1: 0.2078 loss_giou_1: 0.3555 loss_ce_2: 0.3127 loss_bbox_2: 0.1791 loss_giou_2: 0.3295 loss_ce_3: 0.2778 loss_bbox_3: 0.1716 loss_giou_3: 0.3258 loss_ce_4: 0.2642 loss_bbox_4: 0.1647 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:14] d2.utils.events INFO: eta: 7:59:22 iter: 347759 total_loss: 5.359 loss_ce: 0.253 loss_bbox: 0.1605 loss_giou: 0.3196 loss_ce_0: 0.4772 loss_bbox_0: 0.2941 loss_giou_0: 0.5101 loss_ce_1: 0.3623 loss_bbox_1: 0.1935 loss_giou_1: 0.3653 loss_ce_2: 0.312 loss_bbox_2: 0.18 loss_giou_2: 0.3328 loss_ce_3: 0.2801 loss_bbox_3: 0.1732 loss_giou_3: 0.3275 loss_ce_4: 0.2572 loss_bbox_4: 0.1658 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:20] d2.utils.events INFO: eta: 7:59:09 iter: 347779 total_loss: 5.148 loss_ce: 0.2222 loss_bbox: 0.1789 loss_giou: 0.2866 loss_ce_0: 0.4532 loss_bbox_0: 0.2871 loss_giou_0: 0.4465 loss_ce_1: 0.3452 loss_bbox_1: 0.2068 loss_giou_1: 0.3385 loss_ce_2: 0.2849 loss_bbox_2: 0.1893 loss_giou_2: 0.3039 loss_ce_3: 0.2528 loss_bbox_3: 0.1783 loss_giou_3: 0.2925 loss_ce_4: 0.236 loss_bbox_4: 0.1798 loss_giou_4: 0.2903 time: 0.2800 data_time: 0.0265 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:25] d2.utils.events INFO: eta: 7:59:12 iter: 347799 total_loss: 5.318 loss_ce: 0.2468 loss_bbox: 0.1699 loss_giou: 0.311 loss_ce_0: 0.4705 loss_bbox_0: 0.3 loss_giou_0: 0.4914 loss_ce_1: 0.3616 loss_bbox_1: 0.2135 loss_giou_1: 0.3622 loss_ce_2: 0.2992 loss_bbox_2: 0.1905 loss_giou_2: 0.3342 loss_ce_3: 0.2609 loss_bbox_3: 0.1835 loss_giou_3: 0.3194 loss_ce_4: 0.2541 loss_bbox_4: 0.1741 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0219 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:31] d2.utils.events INFO: eta: 7:59:02 iter: 347819 total_loss: 5.138 loss_ce: 0.2486 loss_bbox: 0.1764 loss_giou: 0.2932 loss_ce_0: 0.4682 loss_bbox_0: 0.307 loss_giou_0: 0.4679 loss_ce_1: 0.3639 loss_bbox_1: 0.2089 loss_giou_1: 0.3321 loss_ce_2: 0.2987 loss_bbox_2: 0.1893 loss_giou_2: 0.3124 loss_ce_3: 0.2666 loss_bbox_3: 0.1806 loss_giou_3: 0.3074 loss_ce_4: 0.2482 loss_bbox_4: 0.1767 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0271 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:37] d2.utils.events INFO: eta: 7:58:53 iter: 347839 total_loss: 5.238 loss_ce: 0.2354 loss_bbox: 0.1704 loss_giou: 0.2965 loss_ce_0: 0.465 loss_bbox_0: 0.3049 loss_giou_0: 0.4756 loss_ce_1: 0.3637 loss_bbox_1: 0.205 loss_giou_1: 0.3472 loss_ce_2: 0.2923 loss_bbox_2: 0.182 loss_giou_2: 0.3191 loss_ce_3: 0.2512 loss_bbox_3: 0.1794 loss_giou_3: 0.3046 loss_ce_4: 0.2397 loss_bbox_4: 0.1782 loss_giou_4: 0.2969 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:42] d2.utils.events INFO: eta: 7:58:44 iter: 347859 total_loss: 5.033 loss_ce: 0.2357 loss_bbox: 0.1621 loss_giou: 0.3094 loss_ce_0: 0.4664 loss_bbox_0: 0.2791 loss_giou_0: 0.4837 loss_ce_1: 0.3547 loss_bbox_1: 0.1882 loss_giou_1: 0.3624 loss_ce_2: 0.2865 loss_bbox_2: 0.176 loss_giou_2: 0.3281 loss_ce_3: 0.2448 loss_bbox_3: 0.1683 loss_giou_3: 0.3188 loss_ce_4: 0.2437 loss_bbox_4: 0.165 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:48] d2.utils.events INFO: eta: 7:58:38 iter: 347879 total_loss: 5.297 loss_ce: 0.2614 loss_bbox: 0.1696 loss_giou: 0.3304 loss_ce_0: 0.4773 loss_bbox_0: 0.2908 loss_giou_0: 0.4823 loss_ce_1: 0.3663 loss_bbox_1: 0.1991 loss_giou_1: 0.366 loss_ce_2: 0.2991 loss_bbox_2: 0.1875 loss_giou_2: 0.3431 loss_ce_3: 0.2687 loss_bbox_3: 0.1765 loss_giou_3: 0.3377 loss_ce_4: 0.2634 loss_bbox_4: 0.1739 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:54] d2.utils.events INFO: eta: 7:58:33 iter: 347899 total_loss: 5.234 loss_ce: 0.2287 loss_bbox: 0.1652 loss_giou: 0.3129 loss_ce_0: 0.4805 loss_bbox_0: 0.2835 loss_giou_0: 0.4866 loss_ce_1: 0.346 loss_bbox_1: 0.195 loss_giou_1: 0.3579 loss_ce_2: 0.2848 loss_bbox_2: 0.181 loss_giou_2: 0.3291 loss_ce_3: 0.2544 loss_bbox_3: 0.1769 loss_giou_3: 0.3243 loss_ce_4: 0.2349 loss_bbox_4: 0.1681 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0317 lr: 2.5e-05 max_mem: 5427M [11/03 17:36:59] d2.utils.events INFO: eta: 7:58:27 iter: 347919 total_loss: 5.267 loss_ce: 0.2362 loss_bbox: 0.161 loss_giou: 0.309 loss_ce_0: 0.4718 loss_bbox_0: 0.3019 loss_giou_0: 0.5181 loss_ce_1: 0.3701 loss_bbox_1: 0.198 loss_giou_1: 0.3653 loss_ce_2: 0.293 loss_bbox_2: 0.1794 loss_giou_2: 0.3432 loss_ce_3: 0.2554 loss_bbox_3: 0.1703 loss_giou_3: 0.3258 loss_ce_4: 0.2384 loss_bbox_4: 0.1636 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0184 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:05] d2.utils.events INFO: eta: 7:58:21 iter: 347939 total_loss: 5.248 loss_ce: 0.2425 loss_bbox: 0.1689 loss_giou: 0.3235 loss_ce_0: 0.4656 loss_bbox_0: 0.306 loss_giou_0: 0.5056 loss_ce_1: 0.3625 loss_bbox_1: 0.2049 loss_giou_1: 0.3699 loss_ce_2: 0.2952 loss_bbox_2: 0.1902 loss_giou_2: 0.3425 loss_ce_3: 0.2693 loss_bbox_3: 0.1814 loss_giou_3: 0.3327 loss_ce_4: 0.2501 loss_bbox_4: 0.1758 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:11] d2.utils.events INFO: eta: 7:58:15 iter: 347959 total_loss: 5.005 loss_ce: 0.2346 loss_bbox: 0.1585 loss_giou: 0.3153 loss_ce_0: 0.471 loss_bbox_0: 0.273 loss_giou_0: 0.4784 loss_ce_1: 0.3571 loss_bbox_1: 0.1882 loss_giou_1: 0.3604 loss_ce_2: 0.2822 loss_bbox_2: 0.1684 loss_giou_2: 0.334 loss_ce_3: 0.2411 loss_bbox_3: 0.168 loss_giou_3: 0.324 loss_ce_4: 0.2379 loss_bbox_4: 0.1623 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:17] d2.utils.events INFO: eta: 7:58:12 iter: 347979 total_loss: 5.401 loss_ce: 0.2478 loss_bbox: 0.1735 loss_giou: 0.341 loss_ce_0: 0.4835 loss_bbox_0: 0.2936 loss_giou_0: 0.5284 loss_ce_1: 0.3674 loss_bbox_1: 0.2058 loss_giou_1: 0.3867 loss_ce_2: 0.3035 loss_bbox_2: 0.1806 loss_giou_2: 0.3606 loss_ce_3: 0.2773 loss_bbox_3: 0.1774 loss_giou_3: 0.3476 loss_ce_4: 0.2557 loss_bbox_4: 0.1744 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:22] d2.utils.events INFO: eta: 7:58:16 iter: 347999 total_loss: 5.259 loss_ce: 0.2506 loss_bbox: 0.1738 loss_giou: 0.3373 loss_ce_0: 0.4834 loss_bbox_0: 0.302 loss_giou_0: 0.504 loss_ce_1: 0.3779 loss_bbox_1: 0.2078 loss_giou_1: 0.3839 loss_ce_2: 0.309 loss_bbox_2: 0.1832 loss_giou_2: 0.3509 loss_ce_3: 0.2665 loss_bbox_3: 0.1766 loss_giou_3: 0.3487 loss_ce_4: 0.261 loss_bbox_4: 0.1741 loss_giou_4: 0.3417 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:28] d2.utils.events INFO: eta: 7:58:12 iter: 348019 total_loss: 5.086 loss_ce: 0.2304 loss_bbox: 0.1596 loss_giou: 0.3022 loss_ce_0: 0.4786 loss_bbox_0: 0.2819 loss_giou_0: 0.4816 loss_ce_1: 0.3512 loss_bbox_1: 0.1937 loss_giou_1: 0.3548 loss_ce_2: 0.2815 loss_bbox_2: 0.1728 loss_giou_2: 0.317 loss_ce_3: 0.2487 loss_bbox_3: 0.1698 loss_giou_3: 0.3133 loss_ce_4: 0.243 loss_bbox_4: 0.1626 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0246 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:34] d2.utils.events INFO: eta: 7:58:09 iter: 348039 total_loss: 4.949 loss_ce: 0.2302 loss_bbox: 0.1488 loss_giou: 0.3072 loss_ce_0: 0.4553 loss_bbox_0: 0.267 loss_giou_0: 0.4732 loss_ce_1: 0.3419 loss_bbox_1: 0.178 loss_giou_1: 0.3473 loss_ce_2: 0.2776 loss_bbox_2: 0.1569 loss_giou_2: 0.3268 loss_ce_3: 0.2427 loss_bbox_3: 0.1547 loss_giou_3: 0.3134 loss_ce_4: 0.2338 loss_bbox_4: 0.1526 loss_giou_4: 0.3089 time: 0.2800 data_time: 0.0339 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:39] d2.utils.events INFO: eta: 7:57:58 iter: 348059 total_loss: 4.756 loss_ce: 0.2216 loss_bbox: 0.1677 loss_giou: 0.2792 loss_ce_0: 0.4535 loss_bbox_0: 0.2762 loss_giou_0: 0.4459 loss_ce_1: 0.3312 loss_bbox_1: 0.1936 loss_giou_1: 0.3233 loss_ce_2: 0.2742 loss_bbox_2: 0.169 loss_giou_2: 0.2987 loss_ce_3: 0.2339 loss_bbox_3: 0.1732 loss_giou_3: 0.2937 loss_ce_4: 0.2204 loss_bbox_4: 0.1705 loss_giou_4: 0.2841 time: 0.2800 data_time: 0.0238 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:45] d2.utils.events INFO: eta: 7:57:48 iter: 348079 total_loss: 5.298 loss_ce: 0.2446 loss_bbox: 0.1734 loss_giou: 0.3205 loss_ce_0: 0.4725 loss_bbox_0: 0.2843 loss_giou_0: 0.4988 loss_ce_1: 0.3599 loss_bbox_1: 0.2008 loss_giou_1: 0.3716 loss_ce_2: 0.3099 loss_bbox_2: 0.1875 loss_giou_2: 0.3449 loss_ce_3: 0.2737 loss_bbox_3: 0.1834 loss_giou_3: 0.3333 loss_ce_4: 0.2526 loss_bbox_4: 0.1777 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0289 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:51] d2.utils.events INFO: eta: 7:57:36 iter: 348099 total_loss: 5.333 loss_ce: 0.2606 loss_bbox: 0.1711 loss_giou: 0.3224 loss_ce_0: 0.4564 loss_bbox_0: 0.3 loss_giou_0: 0.4819 loss_ce_1: 0.3707 loss_bbox_1: 0.2125 loss_giou_1: 0.3639 loss_ce_2: 0.3076 loss_bbox_2: 0.1805 loss_giou_2: 0.3384 loss_ce_3: 0.272 loss_bbox_3: 0.1731 loss_giou_3: 0.3267 loss_ce_4: 0.2681 loss_bbox_4: 0.1785 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0263 lr: 2.5e-05 max_mem: 5427M [11/03 17:37:56] d2.utils.events INFO: eta: 7:57:32 iter: 348119 total_loss: 5.675 loss_ce: 0.2696 loss_bbox: 0.1774 loss_giou: 0.3566 loss_ce_0: 0.4896 loss_bbox_0: 0.3024 loss_giou_0: 0.5421 loss_ce_1: 0.3757 loss_bbox_1: 0.2111 loss_giou_1: 0.4175 loss_ce_2: 0.3177 loss_bbox_2: 0.1934 loss_giou_2: 0.39 loss_ce_3: 0.2842 loss_bbox_3: 0.182 loss_giou_3: 0.3699 loss_ce_4: 0.2706 loss_bbox_4: 0.1777 loss_giou_4: 0.3621 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:02] d2.utils.events INFO: eta: 7:57:24 iter: 348139 total_loss: 5.268 loss_ce: 0.2467 loss_bbox: 0.1748 loss_giou: 0.3205 loss_ce_0: 0.4655 loss_bbox_0: 0.2817 loss_giou_0: 0.4931 loss_ce_1: 0.3559 loss_bbox_1: 0.1997 loss_giou_1: 0.3783 loss_ce_2: 0.2989 loss_bbox_2: 0.189 loss_giou_2: 0.3496 loss_ce_3: 0.2672 loss_bbox_3: 0.1764 loss_giou_3: 0.335 loss_ce_4: 0.2467 loss_bbox_4: 0.1764 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:08] d2.utils.events INFO: eta: 7:57:19 iter: 348159 total_loss: 5.09 loss_ce: 0.229 loss_bbox: 0.18 loss_giou: 0.299 loss_ce_0: 0.4665 loss_bbox_0: 0.2852 loss_giou_0: 0.472 loss_ce_1: 0.3493 loss_bbox_1: 0.209 loss_giou_1: 0.3458 loss_ce_2: 0.288 loss_bbox_2: 0.1876 loss_giou_2: 0.3109 loss_ce_3: 0.2418 loss_bbox_3: 0.1796 loss_giou_3: 0.3059 loss_ce_4: 0.2338 loss_bbox_4: 0.1821 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:13] d2.utils.events INFO: eta: 7:57:14 iter: 348179 total_loss: 5.303 loss_ce: 0.2436 loss_bbox: 0.1655 loss_giou: 0.3162 loss_ce_0: 0.4723 loss_bbox_0: 0.2894 loss_giou_0: 0.4921 loss_ce_1: 0.3615 loss_bbox_1: 0.1951 loss_giou_1: 0.3641 loss_ce_2: 0.2898 loss_bbox_2: 0.1751 loss_giou_2: 0.3307 loss_ce_3: 0.2563 loss_bbox_3: 0.1708 loss_giou_3: 0.325 loss_ce_4: 0.2408 loss_bbox_4: 0.1683 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:19] d2.utils.events INFO: eta: 7:57:08 iter: 348199 total_loss: 5.542 loss_ce: 0.2637 loss_bbox: 0.1765 loss_giou: 0.3427 loss_ce_0: 0.4879 loss_bbox_0: 0.2966 loss_giou_0: 0.5263 loss_ce_1: 0.377 loss_bbox_1: 0.2132 loss_giou_1: 0.3863 loss_ce_2: 0.3139 loss_bbox_2: 0.1956 loss_giou_2: 0.3592 loss_ce_3: 0.2804 loss_bbox_3: 0.1921 loss_giou_3: 0.3537 loss_ce_4: 0.2654 loss_bbox_4: 0.186 loss_giou_4: 0.3453 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:25] d2.utils.events INFO: eta: 7:56:59 iter: 348219 total_loss: 5.636 loss_ce: 0.2505 loss_bbox: 0.1936 loss_giou: 0.3361 loss_ce_0: 0.4646 loss_bbox_0: 0.3177 loss_giou_0: 0.5325 loss_ce_1: 0.3599 loss_bbox_1: 0.2339 loss_giou_1: 0.3835 loss_ce_2: 0.3163 loss_bbox_2: 0.2074 loss_giou_2: 0.3522 loss_ce_3: 0.2772 loss_bbox_3: 0.1996 loss_giou_3: 0.348 loss_ce_4: 0.2549 loss_bbox_4: 0.1919 loss_giou_4: 0.3418 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:31] d2.utils.events INFO: eta: 7:56:56 iter: 348239 total_loss: 5.298 loss_ce: 0.2607 loss_bbox: 0.1703 loss_giou: 0.312 loss_ce_0: 0.4824 loss_bbox_0: 0.3008 loss_giou_0: 0.5076 loss_ce_1: 0.3834 loss_bbox_1: 0.2126 loss_giou_1: 0.3694 loss_ce_2: 0.3167 loss_bbox_2: 0.1862 loss_giou_2: 0.33 loss_ce_3: 0.2729 loss_bbox_3: 0.1807 loss_giou_3: 0.3264 loss_ce_4: 0.2571 loss_bbox_4: 0.174 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:36] d2.utils.events INFO: eta: 7:56:48 iter: 348259 total_loss: 5.205 loss_ce: 0.2349 loss_bbox: 0.1773 loss_giou: 0.3434 loss_ce_0: 0.4604 loss_bbox_0: 0.2897 loss_giou_0: 0.5279 loss_ce_1: 0.356 loss_bbox_1: 0.2047 loss_giou_1: 0.3833 loss_ce_2: 0.2984 loss_bbox_2: 0.1874 loss_giou_2: 0.3526 loss_ce_3: 0.25 loss_bbox_3: 0.1845 loss_giou_3: 0.3428 loss_ce_4: 0.2392 loss_bbox_4: 0.1828 loss_giou_4: 0.345 time: 0.2800 data_time: 0.0326 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:42] d2.utils.events INFO: eta: 7:56:43 iter: 348279 total_loss: 5.532 loss_ce: 0.2737 loss_bbox: 0.1597 loss_giou: 0.3322 loss_ce_0: 0.4978 loss_bbox_0: 0.2994 loss_giou_0: 0.5219 loss_ce_1: 0.3816 loss_bbox_1: 0.1998 loss_giou_1: 0.3827 loss_ce_2: 0.3198 loss_bbox_2: 0.184 loss_giou_2: 0.3633 loss_ce_3: 0.2814 loss_bbox_3: 0.1796 loss_giou_3: 0.3457 loss_ce_4: 0.2793 loss_bbox_4: 0.163 loss_giou_4: 0.3382 time: 0.2800 data_time: 0.0296 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:48] d2.utils.events INFO: eta: 7:56:31 iter: 348299 total_loss: 5.326 loss_ce: 0.2545 loss_bbox: 0.17 loss_giou: 0.3124 loss_ce_0: 0.4638 loss_bbox_0: 0.2919 loss_giou_0: 0.4723 loss_ce_1: 0.3648 loss_bbox_1: 0.1966 loss_giou_1: 0.3498 loss_ce_2: 0.3069 loss_bbox_2: 0.1865 loss_giou_2: 0.3306 loss_ce_3: 0.2705 loss_bbox_3: 0.18 loss_giou_3: 0.3199 loss_ce_4: 0.2556 loss_bbox_4: 0.1759 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0244 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:53] d2.utils.events INFO: eta: 7:56:25 iter: 348319 total_loss: 5.42 loss_ce: 0.2504 loss_bbox: 0.1695 loss_giou: 0.3192 loss_ce_0: 0.4856 loss_bbox_0: 0.287 loss_giou_0: 0.5009 loss_ce_1: 0.3636 loss_bbox_1: 0.2028 loss_giou_1: 0.3793 loss_ce_2: 0.3014 loss_bbox_2: 0.1844 loss_giou_2: 0.351 loss_ce_3: 0.2701 loss_bbox_3: 0.1763 loss_giou_3: 0.3344 loss_ce_4: 0.2495 loss_bbox_4: 0.1704 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 17:38:59] d2.utils.events INFO: eta: 7:56:19 iter: 348339 total_loss: 5.545 loss_ce: 0.2602 loss_bbox: 0.1858 loss_giou: 0.321 loss_ce_0: 0.4831 loss_bbox_0: 0.3056 loss_giou_0: 0.5066 loss_ce_1: 0.3811 loss_bbox_1: 0.2195 loss_giou_1: 0.3642 loss_ce_2: 0.3144 loss_bbox_2: 0.1983 loss_giou_2: 0.3341 loss_ce_3: 0.2841 loss_bbox_3: 0.1969 loss_giou_3: 0.3223 loss_ce_4: 0.2631 loss_bbox_4: 0.19 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:05] d2.utils.events INFO: eta: 7:56:13 iter: 348359 total_loss: 5.095 loss_ce: 0.2438 loss_bbox: 0.1648 loss_giou: 0.3074 loss_ce_0: 0.4548 loss_bbox_0: 0.2926 loss_giou_0: 0.4409 loss_ce_1: 0.3484 loss_bbox_1: 0.2033 loss_giou_1: 0.3399 loss_ce_2: 0.2895 loss_bbox_2: 0.1806 loss_giou_2: 0.3234 loss_ce_3: 0.2612 loss_bbox_3: 0.1761 loss_giou_3: 0.3161 loss_ce_4: 0.2414 loss_bbox_4: 0.1733 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:10] d2.utils.events INFO: eta: 7:56:07 iter: 348379 total_loss: 5.176 loss_ce: 0.2348 loss_bbox: 0.1585 loss_giou: 0.3151 loss_ce_0: 0.4513 loss_bbox_0: 0.2792 loss_giou_0: 0.5078 loss_ce_1: 0.3442 loss_bbox_1: 0.1941 loss_giou_1: 0.3703 loss_ce_2: 0.2907 loss_bbox_2: 0.1685 loss_giou_2: 0.3362 loss_ce_3: 0.2399 loss_bbox_3: 0.1679 loss_giou_3: 0.3279 loss_ce_4: 0.2315 loss_bbox_4: 0.1602 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:16] d2.utils.events INFO: eta: 7:56:05 iter: 348399 total_loss: 5.308 loss_ce: 0.2382 loss_bbox: 0.1681 loss_giou: 0.3011 loss_ce_0: 0.4772 loss_bbox_0: 0.2991 loss_giou_0: 0.4922 loss_ce_1: 0.3617 loss_bbox_1: 0.2072 loss_giou_1: 0.3446 loss_ce_2: 0.2891 loss_bbox_2: 0.1855 loss_giou_2: 0.3155 loss_ce_3: 0.2585 loss_bbox_3: 0.1821 loss_giou_3: 0.3069 loss_ce_4: 0.2408 loss_bbox_4: 0.1823 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0232 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:22] d2.utils.events INFO: eta: 7:55:49 iter: 348419 total_loss: 5.262 loss_ce: 0.2495 loss_bbox: 0.1689 loss_giou: 0.318 loss_ce_0: 0.4661 loss_bbox_0: 0.2867 loss_giou_0: 0.486 loss_ce_1: 0.36 loss_bbox_1: 0.2033 loss_giou_1: 0.3705 loss_ce_2: 0.3117 loss_bbox_2: 0.1825 loss_giou_2: 0.3329 loss_ce_3: 0.2782 loss_bbox_3: 0.1753 loss_giou_3: 0.3198 loss_ce_4: 0.2513 loss_bbox_4: 0.1675 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:27] d2.utils.events INFO: eta: 7:55:50 iter: 348439 total_loss: 4.904 loss_ce: 0.2437 loss_bbox: 0.1661 loss_giou: 0.2965 loss_ce_0: 0.456 loss_bbox_0: 0.2778 loss_giou_0: 0.4631 loss_ce_1: 0.3544 loss_bbox_1: 0.1904 loss_giou_1: 0.3419 loss_ce_2: 0.2939 loss_bbox_2: 0.1767 loss_giou_2: 0.3166 loss_ce_3: 0.2652 loss_bbox_3: 0.167 loss_giou_3: 0.3094 loss_ce_4: 0.2473 loss_bbox_4: 0.164 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0279 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:33] d2.utils.events INFO: eta: 7:55:46 iter: 348459 total_loss: 5.449 loss_ce: 0.2723 loss_bbox: 0.1729 loss_giou: 0.3244 loss_ce_0: 0.4734 loss_bbox_0: 0.2954 loss_giou_0: 0.4946 loss_ce_1: 0.3701 loss_bbox_1: 0.2135 loss_giou_1: 0.365 loss_ce_2: 0.3188 loss_bbox_2: 0.1847 loss_giou_2: 0.338 loss_ce_3: 0.2829 loss_bbox_3: 0.1789 loss_giou_3: 0.3304 loss_ce_4: 0.269 loss_bbox_4: 0.1744 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:39] d2.utils.events INFO: eta: 7:55:44 iter: 348479 total_loss: 5.369 loss_ce: 0.2515 loss_bbox: 0.1723 loss_giou: 0.3052 loss_ce_0: 0.4713 loss_bbox_0: 0.2959 loss_giou_0: 0.4736 loss_ce_1: 0.3541 loss_bbox_1: 0.2001 loss_giou_1: 0.3543 loss_ce_2: 0.3015 loss_bbox_2: 0.1825 loss_giou_2: 0.3277 loss_ce_3: 0.2776 loss_bbox_3: 0.1766 loss_giou_3: 0.3153 loss_ce_4: 0.2573 loss_bbox_4: 0.1751 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:44] d2.utils.events INFO: eta: 7:55:43 iter: 348499 total_loss: 5.41 loss_ce: 0.2521 loss_bbox: 0.169 loss_giou: 0.3394 loss_ce_0: 0.4779 loss_bbox_0: 0.2735 loss_giou_0: 0.5282 loss_ce_1: 0.3524 loss_bbox_1: 0.1988 loss_giou_1: 0.3847 loss_ce_2: 0.2985 loss_bbox_2: 0.1807 loss_giou_2: 0.3556 loss_ce_3: 0.2701 loss_bbox_3: 0.1757 loss_giou_3: 0.3474 loss_ce_4: 0.2473 loss_bbox_4: 0.1726 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0186 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:50] d2.utils.events INFO: eta: 7:55:44 iter: 348519 total_loss: 4.925 loss_ce: 0.214 loss_bbox: 0.1594 loss_giou: 0.3134 loss_ce_0: 0.4524 loss_bbox_0: 0.2687 loss_giou_0: 0.4625 loss_ce_1: 0.3357 loss_bbox_1: 0.1842 loss_giou_1: 0.3516 loss_ce_2: 0.2694 loss_bbox_2: 0.1698 loss_giou_2: 0.329 loss_ce_3: 0.2344 loss_bbox_3: 0.1667 loss_giou_3: 0.3174 loss_ce_4: 0.2207 loss_bbox_4: 0.1622 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0254 lr: 2.5e-05 max_mem: 5427M [11/03 17:39:56] d2.utils.events INFO: eta: 7:55:32 iter: 348539 total_loss: 5.343 loss_ce: 0.2589 loss_bbox: 0.1765 loss_giou: 0.3085 loss_ce_0: 0.4681 loss_bbox_0: 0.3067 loss_giou_0: 0.4821 loss_ce_1: 0.3811 loss_bbox_1: 0.2191 loss_giou_1: 0.3591 loss_ce_2: 0.3162 loss_bbox_2: 0.1941 loss_giou_2: 0.3332 loss_ce_3: 0.2773 loss_bbox_3: 0.1881 loss_giou_3: 0.3186 loss_ce_4: 0.2654 loss_bbox_4: 0.1782 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0227 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:02] d2.utils.events INFO: eta: 7:55:27 iter: 348559 total_loss: 5.033 loss_ce: 0.2359 loss_bbox: 0.1615 loss_giou: 0.3046 loss_ce_0: 0.4569 loss_bbox_0: 0.2884 loss_giou_0: 0.504 loss_ce_1: 0.3431 loss_bbox_1: 0.1925 loss_giou_1: 0.3546 loss_ce_2: 0.2807 loss_bbox_2: 0.1768 loss_giou_2: 0.3176 loss_ce_3: 0.2514 loss_bbox_3: 0.1694 loss_giou_3: 0.3185 loss_ce_4: 0.2292 loss_bbox_4: 0.1649 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0198 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:07] d2.utils.events INFO: eta: 7:55:26 iter: 348579 total_loss: 5.245 loss_ce: 0.2335 loss_bbox: 0.1621 loss_giou: 0.3023 loss_ce_0: 0.4625 loss_bbox_0: 0.282 loss_giou_0: 0.484 loss_ce_1: 0.3401 loss_bbox_1: 0.1946 loss_giou_1: 0.3549 loss_ce_2: 0.2787 loss_bbox_2: 0.1816 loss_giou_2: 0.3239 loss_ce_3: 0.2464 loss_bbox_3: 0.1761 loss_giou_3: 0.3179 loss_ce_4: 0.227 loss_bbox_4: 0.1693 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0225 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:13] d2.utils.events INFO: eta: 7:55:22 iter: 348599 total_loss: 5.406 loss_ce: 0.2504 loss_bbox: 0.1629 loss_giou: 0.3401 loss_ce_0: 0.4824 loss_bbox_0: 0.284 loss_giou_0: 0.5364 loss_ce_1: 0.3537 loss_bbox_1: 0.1975 loss_giou_1: 0.4013 loss_ce_2: 0.2966 loss_bbox_2: 0.1741 loss_giou_2: 0.3612 loss_ce_3: 0.2589 loss_bbox_3: 0.1684 loss_giou_3: 0.3567 loss_ce_4: 0.2495 loss_bbox_4: 0.1622 loss_giou_4: 0.3481 time: 0.2800 data_time: 0.0252 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:19] d2.utils.events INFO: eta: 7:55:07 iter: 348619 total_loss: 5.195 loss_ce: 0.2498 loss_bbox: 0.1637 loss_giou: 0.3143 loss_ce_0: 0.4717 loss_bbox_0: 0.2858 loss_giou_0: 0.4997 loss_ce_1: 0.3481 loss_bbox_1: 0.1902 loss_giou_1: 0.3595 loss_ce_2: 0.3079 loss_bbox_2: 0.1796 loss_giou_2: 0.3327 loss_ce_3: 0.2679 loss_bbox_3: 0.17 loss_giou_3: 0.3257 loss_ce_4: 0.2587 loss_bbox_4: 0.1676 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:24] d2.utils.events INFO: eta: 7:55:04 iter: 348639 total_loss: 5.315 loss_ce: 0.248 loss_bbox: 0.1779 loss_giou: 0.3165 loss_ce_0: 0.4855 loss_bbox_0: 0.2946 loss_giou_0: 0.4817 loss_ce_1: 0.3672 loss_bbox_1: 0.2113 loss_giou_1: 0.3575 loss_ce_2: 0.315 loss_bbox_2: 0.1878 loss_giou_2: 0.33 loss_ce_3: 0.2648 loss_bbox_3: 0.1822 loss_giou_3: 0.3274 loss_ce_4: 0.2449 loss_bbox_4: 0.1768 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:30] d2.utils.events INFO: eta: 7:54:56 iter: 348659 total_loss: 5.193 loss_ce: 0.2441 loss_bbox: 0.1662 loss_giou: 0.3157 loss_ce_0: 0.4723 loss_bbox_0: 0.2852 loss_giou_0: 0.4916 loss_ce_1: 0.3653 loss_bbox_1: 0.1968 loss_giou_1: 0.3733 loss_ce_2: 0.2846 loss_bbox_2: 0.182 loss_giou_2: 0.3376 loss_ce_3: 0.2626 loss_bbox_3: 0.1712 loss_giou_3: 0.3249 loss_ce_4: 0.249 loss_bbox_4: 0.1692 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0162 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:35] d2.utils.events INFO: eta: 7:54:46 iter: 348679 total_loss: 5.225 loss_ce: 0.2336 loss_bbox: 0.1854 loss_giou: 0.3095 loss_ce_0: 0.4738 loss_bbox_0: 0.2918 loss_giou_0: 0.4858 loss_ce_1: 0.3601 loss_bbox_1: 0.2182 loss_giou_1: 0.3519 loss_ce_2: 0.2975 loss_bbox_2: 0.1977 loss_giou_2: 0.3223 loss_ce_3: 0.2459 loss_bbox_3: 0.1918 loss_giou_3: 0.319 loss_ce_4: 0.2385 loss_bbox_4: 0.1923 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:41] d2.utils.events INFO: eta: 7:54:40 iter: 348699 total_loss: 5.23 loss_ce: 0.248 loss_bbox: 0.1685 loss_giou: 0.3279 loss_ce_0: 0.4726 loss_bbox_0: 0.3022 loss_giou_0: 0.5011 loss_ce_1: 0.3571 loss_bbox_1: 0.2011 loss_giou_1: 0.3668 loss_ce_2: 0.2946 loss_bbox_2: 0.1796 loss_giou_2: 0.3494 loss_ce_3: 0.258 loss_bbox_3: 0.1781 loss_giou_3: 0.3364 loss_ce_4: 0.2528 loss_bbox_4: 0.1724 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0220 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:47] d2.utils.events INFO: eta: 7:54:35 iter: 348719 total_loss: 5.374 loss_ce: 0.2369 loss_bbox: 0.171 loss_giou: 0.3237 loss_ce_0: 0.4705 loss_bbox_0: 0.2836 loss_giou_0: 0.5202 loss_ce_1: 0.3497 loss_bbox_1: 0.2138 loss_giou_1: 0.3818 loss_ce_2: 0.294 loss_bbox_2: 0.1784 loss_giou_2: 0.3406 loss_ce_3: 0.258 loss_bbox_3: 0.181 loss_giou_3: 0.3352 loss_ce_4: 0.2413 loss_bbox_4: 0.1734 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:53] d2.utils.events INFO: eta: 7:54:31 iter: 348739 total_loss: 5.105 loss_ce: 0.2465 loss_bbox: 0.1712 loss_giou: 0.2891 loss_ce_0: 0.483 loss_bbox_0: 0.2963 loss_giou_0: 0.4693 loss_ce_1: 0.3636 loss_bbox_1: 0.2076 loss_giou_1: 0.3408 loss_ce_2: 0.2998 loss_bbox_2: 0.1924 loss_giou_2: 0.3076 loss_ce_3: 0.2541 loss_bbox_3: 0.1805 loss_giou_3: 0.3011 loss_ce_4: 0.2495 loss_bbox_4: 0.1687 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 17:40:58] d2.utils.events INFO: eta: 7:54:26 iter: 348759 total_loss: 5.428 loss_ce: 0.2599 loss_bbox: 0.1931 loss_giou: 0.3247 loss_ce_0: 0.4794 loss_bbox_0: 0.3011 loss_giou_0: 0.4972 loss_ce_1: 0.3731 loss_bbox_1: 0.2208 loss_giou_1: 0.3628 loss_ce_2: 0.3162 loss_bbox_2: 0.2067 loss_giou_2: 0.3448 loss_ce_3: 0.2752 loss_bbox_3: 0.1964 loss_giou_3: 0.3383 loss_ce_4: 0.2721 loss_bbox_4: 0.1982 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0189 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:04] d2.utils.events INFO: eta: 7:54:25 iter: 348779 total_loss: 5.459 loss_ce: 0.2653 loss_bbox: 0.1727 loss_giou: 0.3366 loss_ce_0: 0.4776 loss_bbox_0: 0.2983 loss_giou_0: 0.538 loss_ce_1: 0.3739 loss_bbox_1: 0.205 loss_giou_1: 0.3861 loss_ce_2: 0.3076 loss_bbox_2: 0.1877 loss_giou_2: 0.3556 loss_ce_3: 0.2814 loss_bbox_3: 0.1828 loss_giou_3: 0.3485 loss_ce_4: 0.2726 loss_bbox_4: 0.1752 loss_giou_4: 0.337 time: 0.2800 data_time: 0.0241 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:10] d2.utils.events INFO: eta: 7:54:14 iter: 348799 total_loss: 5.394 loss_ce: 0.2476 loss_bbox: 0.1802 loss_giou: 0.3296 loss_ce_0: 0.4819 loss_bbox_0: 0.3045 loss_giou_0: 0.486 loss_ce_1: 0.3653 loss_bbox_1: 0.2112 loss_giou_1: 0.3639 loss_ce_2: 0.2965 loss_bbox_2: 0.1906 loss_giou_2: 0.3409 loss_ce_3: 0.2665 loss_bbox_3: 0.1861 loss_giou_3: 0.3343 loss_ce_4: 0.2533 loss_bbox_4: 0.1848 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0327 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:15] d2.utils.events INFO: eta: 7:54:13 iter: 348819 total_loss: 5.288 loss_ce: 0.2435 loss_bbox: 0.1733 loss_giou: 0.3264 loss_ce_0: 0.4765 loss_bbox_0: 0.2968 loss_giou_0: 0.5356 loss_ce_1: 0.3694 loss_bbox_1: 0.2025 loss_giou_1: 0.3888 loss_ce_2: 0.304 loss_bbox_2: 0.1862 loss_giou_2: 0.351 loss_ce_3: 0.2653 loss_bbox_3: 0.1814 loss_giou_3: 0.3345 loss_ce_4: 0.2534 loss_bbox_4: 0.1773 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0224 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:21] d2.utils.events INFO: eta: 7:54:16 iter: 348839 total_loss: 5.306 loss_ce: 0.2642 loss_bbox: 0.1626 loss_giou: 0.3273 loss_ce_0: 0.4759 loss_bbox_0: 0.3001 loss_giou_0: 0.4977 loss_ce_1: 0.3689 loss_bbox_1: 0.2071 loss_giou_1: 0.3748 loss_ce_2: 0.3139 loss_bbox_2: 0.1794 loss_giou_2: 0.3432 loss_ce_3: 0.2822 loss_bbox_3: 0.1779 loss_giou_3: 0.3361 loss_ce_4: 0.264 loss_bbox_4: 0.1689 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0269 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:27] d2.utils.events INFO: eta: 7:54:23 iter: 348859 total_loss: 5.349 loss_ce: 0.2466 loss_bbox: 0.1706 loss_giou: 0.3186 loss_ce_0: 0.4638 loss_bbox_0: 0.2855 loss_giou_0: 0.4938 loss_ce_1: 0.3449 loss_bbox_1: 0.2067 loss_giou_1: 0.3573 loss_ce_2: 0.2899 loss_bbox_2: 0.1852 loss_giou_2: 0.3378 loss_ce_3: 0.2616 loss_bbox_3: 0.1761 loss_giou_3: 0.3289 loss_ce_4: 0.2478 loss_bbox_4: 0.172 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0174 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:33] d2.utils.events INFO: eta: 7:54:17 iter: 348879 total_loss: 5.041 loss_ce: 0.2363 loss_bbox: 0.1621 loss_giou: 0.3161 loss_ce_0: 0.4689 loss_bbox_0: 0.279 loss_giou_0: 0.4957 loss_ce_1: 0.3459 loss_bbox_1: 0.1946 loss_giou_1: 0.3565 loss_ce_2: 0.2815 loss_bbox_2: 0.174 loss_giou_2: 0.3333 loss_ce_3: 0.2496 loss_bbox_3: 0.1724 loss_giou_3: 0.322 loss_ce_4: 0.2414 loss_bbox_4: 0.1674 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:38] d2.utils.events INFO: eta: 7:54:15 iter: 348899 total_loss: 5.4 loss_ce: 0.2505 loss_bbox: 0.1873 loss_giou: 0.3269 loss_ce_0: 0.4697 loss_bbox_0: 0.3075 loss_giou_0: 0.5124 loss_ce_1: 0.3541 loss_bbox_1: 0.2222 loss_giou_1: 0.3758 loss_ce_2: 0.2989 loss_bbox_2: 0.197 loss_giou_2: 0.3476 loss_ce_3: 0.2708 loss_bbox_3: 0.1936 loss_giou_3: 0.3349 loss_ce_4: 0.253 loss_bbox_4: 0.1904 loss_giou_4: 0.3283 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:44] d2.utils.events INFO: eta: 7:54:09 iter: 348919 total_loss: 5.303 loss_ce: 0.2563 loss_bbox: 0.1675 loss_giou: 0.3339 loss_ce_0: 0.4533 loss_bbox_0: 0.2941 loss_giou_0: 0.5102 loss_ce_1: 0.3583 loss_bbox_1: 0.2013 loss_giou_1: 0.3728 loss_ce_2: 0.2931 loss_bbox_2: 0.1857 loss_giou_2: 0.3524 loss_ce_3: 0.2689 loss_bbox_3: 0.1736 loss_giou_3: 0.3369 loss_ce_4: 0.2592 loss_bbox_4: 0.1695 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0245 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:50] d2.utils.events INFO: eta: 7:54:00 iter: 348939 total_loss: 5.407 loss_ce: 0.2549 loss_bbox: 0.1773 loss_giou: 0.313 loss_ce_0: 0.4816 loss_bbox_0: 0.3012 loss_giou_0: 0.5201 loss_ce_1: 0.3696 loss_bbox_1: 0.2061 loss_giou_1: 0.3654 loss_ce_2: 0.3046 loss_bbox_2: 0.1881 loss_giou_2: 0.3333 loss_ce_3: 0.2718 loss_bbox_3: 0.1821 loss_giou_3: 0.324 loss_ce_4: 0.2584 loss_bbox_4: 0.1775 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 17:41:55] d2.utils.events INFO: eta: 7:53:47 iter: 348959 total_loss: 5.207 loss_ce: 0.2529 loss_bbox: 0.1656 loss_giou: 0.3138 loss_ce_0: 0.4733 loss_bbox_0: 0.2919 loss_giou_0: 0.4974 loss_ce_1: 0.3756 loss_bbox_1: 0.1972 loss_giou_1: 0.3527 loss_ce_2: 0.3137 loss_bbox_2: 0.1801 loss_giou_2: 0.3288 loss_ce_3: 0.2674 loss_bbox_3: 0.1719 loss_giou_3: 0.3211 loss_ce_4: 0.2439 loss_bbox_4: 0.1673 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:01] d2.utils.events INFO: eta: 7:53:35 iter: 348979 total_loss: 5.396 loss_ce: 0.2645 loss_bbox: 0.1691 loss_giou: 0.3426 loss_ce_0: 0.4846 loss_bbox_0: 0.2927 loss_giou_0: 0.5167 loss_ce_1: 0.3806 loss_bbox_1: 0.1941 loss_giou_1: 0.3893 loss_ce_2: 0.3103 loss_bbox_2: 0.1793 loss_giou_2: 0.3566 loss_ce_3: 0.2777 loss_bbox_3: 0.1745 loss_giou_3: 0.3467 loss_ce_4: 0.2641 loss_bbox_4: 0.1709 loss_giou_4: 0.3425 time: 0.2800 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:07] d2.utils.events INFO: eta: 7:53:18 iter: 348999 total_loss: 5.272 loss_ce: 0.2616 loss_bbox: 0.1671 loss_giou: 0.3088 loss_ce_0: 0.4791 loss_bbox_0: 0.2896 loss_giou_0: 0.4801 loss_ce_1: 0.3747 loss_bbox_1: 0.2058 loss_giou_1: 0.3524 loss_ce_2: 0.3099 loss_bbox_2: 0.1905 loss_giou_2: 0.3367 loss_ce_3: 0.275 loss_bbox_3: 0.1793 loss_giou_3: 0.321 loss_ce_4: 0.26 loss_bbox_4: 0.1736 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:12] d2.utils.events INFO: eta: 7:53:12 iter: 349019 total_loss: 4.916 loss_ce: 0.2297 loss_bbox: 0.1605 loss_giou: 0.2959 loss_ce_0: 0.4639 loss_bbox_0: 0.277 loss_giou_0: 0.4609 loss_ce_1: 0.3367 loss_bbox_1: 0.1899 loss_giou_1: 0.3395 loss_ce_2: 0.2779 loss_bbox_2: 0.1739 loss_giou_2: 0.3148 loss_ce_3: 0.2427 loss_bbox_3: 0.1726 loss_giou_3: 0.3083 loss_ce_4: 0.2282 loss_bbox_4: 0.1658 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:18] d2.utils.events INFO: eta: 7:53:02 iter: 349039 total_loss: 5.241 loss_ce: 0.2309 loss_bbox: 0.1681 loss_giou: 0.325 loss_ce_0: 0.466 loss_bbox_0: 0.2801 loss_giou_0: 0.4859 loss_ce_1: 0.3363 loss_bbox_1: 0.1985 loss_giou_1: 0.3675 loss_ce_2: 0.2744 loss_bbox_2: 0.1846 loss_giou_2: 0.3342 loss_ce_3: 0.2526 loss_bbox_3: 0.1698 loss_giou_3: 0.3281 loss_ce_4: 0.237 loss_bbox_4: 0.1674 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0298 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:24] d2.utils.events INFO: eta: 7:53:00 iter: 349059 total_loss: 5.279 loss_ce: 0.2537 loss_bbox: 0.1698 loss_giou: 0.3231 loss_ce_0: 0.464 loss_bbox_0: 0.2806 loss_giou_0: 0.4923 loss_ce_1: 0.3603 loss_bbox_1: 0.1963 loss_giou_1: 0.374 loss_ce_2: 0.3052 loss_bbox_2: 0.1773 loss_giou_2: 0.3371 loss_ce_3: 0.2776 loss_bbox_3: 0.1676 loss_giou_3: 0.3303 loss_ce_4: 0.2558 loss_bbox_4: 0.1701 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0236 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:29] d2.utils.events INFO: eta: 7:52:57 iter: 349079 total_loss: 5.216 loss_ce: 0.2438 loss_bbox: 0.1692 loss_giou: 0.3187 loss_ce_0: 0.4624 loss_bbox_0: 0.2877 loss_giou_0: 0.4805 loss_ce_1: 0.3374 loss_bbox_1: 0.2009 loss_giou_1: 0.3611 loss_ce_2: 0.2893 loss_bbox_2: 0.1808 loss_giou_2: 0.3387 loss_ce_3: 0.264 loss_bbox_3: 0.1787 loss_giou_3: 0.3301 loss_ce_4: 0.2445 loss_bbox_4: 0.1752 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0270 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:35] d2.utils.events INFO: eta: 7:52:52 iter: 349099 total_loss: 5.495 loss_ce: 0.2709 loss_bbox: 0.1783 loss_giou: 0.3281 loss_ce_0: 0.4743 loss_bbox_0: 0.3092 loss_giou_0: 0.5218 loss_ce_1: 0.3988 loss_bbox_1: 0.2121 loss_giou_1: 0.3726 loss_ce_2: 0.319 loss_bbox_2: 0.1917 loss_giou_2: 0.3419 loss_ce_3: 0.2814 loss_bbox_3: 0.188 loss_giou_3: 0.3381 loss_ce_4: 0.269 loss_bbox_4: 0.1868 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0261 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:41] d2.utils.events INFO: eta: 7:52:45 iter: 349119 total_loss: 5.17 loss_ce: 0.2304 loss_bbox: 0.1711 loss_giou: 0.3144 loss_ce_0: 0.4492 loss_bbox_0: 0.296 loss_giou_0: 0.4897 loss_ce_1: 0.3617 loss_bbox_1: 0.2076 loss_giou_1: 0.36 loss_ce_2: 0.2923 loss_bbox_2: 0.1846 loss_giou_2: 0.3384 loss_ce_3: 0.2532 loss_bbox_3: 0.1748 loss_giou_3: 0.326 loss_ce_4: 0.2378 loss_bbox_4: 0.1753 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:46] d2.utils.events INFO: eta: 7:52:40 iter: 349139 total_loss: 5.126 loss_ce: 0.2626 loss_bbox: 0.1576 loss_giou: 0.3022 loss_ce_0: 0.47 loss_bbox_0: 0.2727 loss_giou_0: 0.477 loss_ce_1: 0.363 loss_bbox_1: 0.1942 loss_giou_1: 0.3539 loss_ce_2: 0.3102 loss_bbox_2: 0.167 loss_giou_2: 0.3261 loss_ce_3: 0.2746 loss_bbox_3: 0.1626 loss_giou_3: 0.3051 loss_ce_4: 0.2584 loss_bbox_4: 0.1606 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0253 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:52] d2.utils.events INFO: eta: 7:52:42 iter: 349159 total_loss: 5.469 loss_ce: 0.2674 loss_bbox: 0.1752 loss_giou: 0.338 loss_ce_0: 0.4883 loss_bbox_0: 0.2956 loss_giou_0: 0.5064 loss_ce_1: 0.3793 loss_bbox_1: 0.2081 loss_giou_1: 0.3864 loss_ce_2: 0.3149 loss_bbox_2: 0.1858 loss_giou_2: 0.3606 loss_ce_3: 0.288 loss_bbox_3: 0.1799 loss_giou_3: 0.3464 loss_ce_4: 0.271 loss_bbox_4: 0.1751 loss_giou_4: 0.344 time: 0.2800 data_time: 0.0300 lr: 2.5e-05 max_mem: 5427M [11/03 17:42:58] d2.utils.events INFO: eta: 7:52:39 iter: 349179 total_loss: 5.076 loss_ce: 0.2246 loss_bbox: 0.1641 loss_giou: 0.3088 loss_ce_0: 0.4595 loss_bbox_0: 0.2945 loss_giou_0: 0.4523 loss_ce_1: 0.3473 loss_bbox_1: 0.2017 loss_giou_1: 0.342 loss_ce_2: 0.294 loss_bbox_2: 0.174 loss_giou_2: 0.3183 loss_ce_3: 0.2449 loss_bbox_3: 0.1711 loss_giou_3: 0.3151 loss_ce_4: 0.2257 loss_bbox_4: 0.1648 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:03] d2.utils.events INFO: eta: 7:52:31 iter: 349199 total_loss: 5.145 loss_ce: 0.2411 loss_bbox: 0.169 loss_giou: 0.2959 loss_ce_0: 0.467 loss_bbox_0: 0.2966 loss_giou_0: 0.4665 loss_ce_1: 0.3686 loss_bbox_1: 0.2001 loss_giou_1: 0.3334 loss_ce_2: 0.3023 loss_bbox_2: 0.1873 loss_giou_2: 0.3118 loss_ce_3: 0.2646 loss_bbox_3: 0.178 loss_giou_3: 0.3047 loss_ce_4: 0.2478 loss_bbox_4: 0.1712 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:09] d2.utils.events INFO: eta: 7:52:29 iter: 349219 total_loss: 5.34 loss_ce: 0.2761 loss_bbox: 0.1718 loss_giou: 0.3098 loss_ce_0: 0.4892 loss_bbox_0: 0.3018 loss_giou_0: 0.5002 loss_ce_1: 0.3857 loss_bbox_1: 0.2064 loss_giou_1: 0.3599 loss_ce_2: 0.327 loss_bbox_2: 0.1849 loss_giou_2: 0.3252 loss_ce_3: 0.2933 loss_bbox_3: 0.1735 loss_giou_3: 0.3203 loss_ce_4: 0.2763 loss_bbox_4: 0.1709 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:15] d2.utils.events INFO: eta: 7:52:24 iter: 349239 total_loss: 5.244 loss_ce: 0.2556 loss_bbox: 0.1632 loss_giou: 0.3503 loss_ce_0: 0.46 loss_bbox_0: 0.2734 loss_giou_0: 0.5332 loss_ce_1: 0.3516 loss_bbox_1: 0.1951 loss_giou_1: 0.4001 loss_ce_2: 0.2965 loss_bbox_2: 0.1766 loss_giou_2: 0.3767 loss_ce_3: 0.2611 loss_bbox_3: 0.1698 loss_giou_3: 0.3627 loss_ce_4: 0.2465 loss_bbox_4: 0.1639 loss_giou_4: 0.3524 time: 0.2800 data_time: 0.0226 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:20] d2.utils.events INFO: eta: 7:52:28 iter: 349259 total_loss: 5.143 loss_ce: 0.2127 loss_bbox: 0.1668 loss_giou: 0.3082 loss_ce_0: 0.4738 loss_bbox_0: 0.2892 loss_giou_0: 0.4869 loss_ce_1: 0.3405 loss_bbox_1: 0.2036 loss_giou_1: 0.3542 loss_ce_2: 0.2708 loss_bbox_2: 0.1766 loss_giou_2: 0.3279 loss_ce_3: 0.2468 loss_bbox_3: 0.172 loss_giou_3: 0.3141 loss_ce_4: 0.2192 loss_bbox_4: 0.1716 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:26] d2.utils.events INFO: eta: 7:52:23 iter: 349279 total_loss: 5.723 loss_ce: 0.2657 loss_bbox: 0.1729 loss_giou: 0.3434 loss_ce_0: 0.4846 loss_bbox_0: 0.3036 loss_giou_0: 0.5177 loss_ce_1: 0.3809 loss_bbox_1: 0.2054 loss_giou_1: 0.3985 loss_ce_2: 0.3337 loss_bbox_2: 0.1894 loss_giou_2: 0.3682 loss_ce_3: 0.2928 loss_bbox_3: 0.1799 loss_giou_3: 0.3589 loss_ce_4: 0.2721 loss_bbox_4: 0.1761 loss_giou_4: 0.3496 time: 0.2800 data_time: 0.0277 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:32] d2.utils.events INFO: eta: 7:52:22 iter: 349299 total_loss: 5.125 loss_ce: 0.2341 loss_bbox: 0.1654 loss_giou: 0.3182 loss_ce_0: 0.4817 loss_bbox_0: 0.278 loss_giou_0: 0.5047 loss_ce_1: 0.3573 loss_bbox_1: 0.19 loss_giou_1: 0.368 loss_ce_2: 0.2943 loss_bbox_2: 0.1777 loss_giou_2: 0.3426 loss_ce_3: 0.2516 loss_bbox_3: 0.1732 loss_giou_3: 0.3335 loss_ce_4: 0.2398 loss_bbox_4: 0.1705 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:38] d2.utils.events INFO: eta: 7:52:07 iter: 349319 total_loss: 5.103 loss_ce: 0.2393 loss_bbox: 0.1628 loss_giou: 0.3127 loss_ce_0: 0.456 loss_bbox_0: 0.2877 loss_giou_0: 0.4827 loss_ce_1: 0.3499 loss_bbox_1: 0.1972 loss_giou_1: 0.3608 loss_ce_2: 0.275 loss_bbox_2: 0.1754 loss_giou_2: 0.3302 loss_ce_3: 0.2441 loss_bbox_3: 0.1685 loss_giou_3: 0.3222 loss_ce_4: 0.2319 loss_bbox_4: 0.1664 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:43] d2.utils.events INFO: eta: 7:52:06 iter: 349339 total_loss: 5.427 loss_ce: 0.2461 loss_bbox: 0.1819 loss_giou: 0.3092 loss_ce_0: 0.4635 loss_bbox_0: 0.2958 loss_giou_0: 0.4898 loss_ce_1: 0.3568 loss_bbox_1: 0.2092 loss_giou_1: 0.3588 loss_ce_2: 0.3095 loss_bbox_2: 0.1945 loss_giou_2: 0.3339 loss_ce_3: 0.2674 loss_bbox_3: 0.1872 loss_giou_3: 0.3183 loss_ce_4: 0.2512 loss_bbox_4: 0.1812 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0256 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:49] d2.utils.events INFO: eta: 7:52:02 iter: 349359 total_loss: 5.193 loss_ce: 0.2405 loss_bbox: 0.1591 loss_giou: 0.3232 loss_ce_0: 0.4686 loss_bbox_0: 0.2869 loss_giou_0: 0.5051 loss_ce_1: 0.3569 loss_bbox_1: 0.1966 loss_giou_1: 0.3549 loss_ce_2: 0.2951 loss_bbox_2: 0.1703 loss_giou_2: 0.3324 loss_ce_3: 0.2562 loss_bbox_3: 0.1675 loss_giou_3: 0.3298 loss_ce_4: 0.2479 loss_bbox_4: 0.1619 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0266 lr: 2.5e-05 max_mem: 5427M [11/03 17:43:55] d2.utils.events INFO: eta: 7:51:54 iter: 349379 total_loss: 5.037 loss_ce: 0.2517 loss_bbox: 0.1629 loss_giou: 0.2949 loss_ce_0: 0.4598 loss_bbox_0: 0.2843 loss_giou_0: 0.4431 loss_ce_1: 0.3499 loss_bbox_1: 0.194 loss_giou_1: 0.3294 loss_ce_2: 0.2939 loss_bbox_2: 0.1764 loss_giou_2: 0.3089 loss_ce_3: 0.2697 loss_bbox_3: 0.1683 loss_giou_3: 0.2955 loss_ce_4: 0.2506 loss_bbox_4: 0.1682 loss_giou_4: 0.2949 time: 0.2800 data_time: 0.0234 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:00] d2.utils.events INFO: eta: 7:51:49 iter: 349399 total_loss: 5.176 loss_ce: 0.2345 loss_bbox: 0.1579 loss_giou: 0.3108 loss_ce_0: 0.4663 loss_bbox_0: 0.2753 loss_giou_0: 0.4949 loss_ce_1: 0.3664 loss_bbox_1: 0.1832 loss_giou_1: 0.3712 loss_ce_2: 0.2776 loss_bbox_2: 0.1686 loss_giou_2: 0.3332 loss_ce_3: 0.256 loss_bbox_3: 0.1651 loss_giou_3: 0.3245 loss_ce_4: 0.2372 loss_bbox_4: 0.1584 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0223 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:06] d2.utils.events INFO: eta: 7:52:02 iter: 349419 total_loss: 5.007 loss_ce: 0.2415 loss_bbox: 0.1643 loss_giou: 0.304 loss_ce_0: 0.4636 loss_bbox_0: 0.2878 loss_giou_0: 0.4974 loss_ce_1: 0.363 loss_bbox_1: 0.1971 loss_giou_1: 0.3574 loss_ce_2: 0.2949 loss_bbox_2: 0.174 loss_giou_2: 0.3218 loss_ce_3: 0.2551 loss_bbox_3: 0.1687 loss_giou_3: 0.3153 loss_ce_4: 0.2497 loss_bbox_4: 0.1689 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0247 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:12] d2.utils.events INFO: eta: 7:51:53 iter: 349439 total_loss: 5.248 loss_ce: 0.24 loss_bbox: 0.1701 loss_giou: 0.3021 loss_ce_0: 0.4781 loss_bbox_0: 0.2886 loss_giou_0: 0.48 loss_ce_1: 0.3616 loss_bbox_1: 0.2001 loss_giou_1: 0.3405 loss_ce_2: 0.2945 loss_bbox_2: 0.1713 loss_giou_2: 0.3183 loss_ce_3: 0.2643 loss_bbox_3: 0.1685 loss_giou_3: 0.3117 loss_ce_4: 0.2444 loss_bbox_4: 0.162 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:18] d2.utils.events INFO: eta: 7:51:51 iter: 349459 total_loss: 5.603 loss_ce: 0.26 loss_bbox: 0.1843 loss_giou: 0.3324 loss_ce_0: 0.4817 loss_bbox_0: 0.298 loss_giou_0: 0.5141 loss_ce_1: 0.3808 loss_bbox_1: 0.2125 loss_giou_1: 0.3775 loss_ce_2: 0.3154 loss_bbox_2: 0.1929 loss_giou_2: 0.3463 loss_ce_3: 0.285 loss_bbox_3: 0.1861 loss_giou_3: 0.3373 loss_ce_4: 0.2653 loss_bbox_4: 0.1844 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0312 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:23] d2.utils.events INFO: eta: 7:51:36 iter: 349479 total_loss: 5.31 loss_ce: 0.2478 loss_bbox: 0.1795 loss_giou: 0.3056 loss_ce_0: 0.4757 loss_bbox_0: 0.2992 loss_giou_0: 0.4541 loss_ce_1: 0.3436 loss_bbox_1: 0.2134 loss_giou_1: 0.3586 loss_ce_2: 0.2877 loss_bbox_2: 0.1954 loss_giou_2: 0.3342 loss_ce_3: 0.255 loss_bbox_3: 0.1913 loss_giou_3: 0.3243 loss_ce_4: 0.2527 loss_bbox_4: 0.1873 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0237 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:29] d2.utils.events INFO: eta: 7:51:26 iter: 349499 total_loss: 5.428 loss_ce: 0.2616 loss_bbox: 0.1717 loss_giou: 0.3234 loss_ce_0: 0.4677 loss_bbox_0: 0.3039 loss_giou_0: 0.4844 loss_ce_1: 0.3659 loss_bbox_1: 0.2048 loss_giou_1: 0.3642 loss_ce_2: 0.3225 loss_bbox_2: 0.1853 loss_giou_2: 0.3362 loss_ce_3: 0.2812 loss_bbox_3: 0.1818 loss_giou_3: 0.3322 loss_ce_4: 0.2635 loss_bbox_4: 0.1738 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0259 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:35] d2.utils.events INFO: eta: 7:51:20 iter: 349519 total_loss: 5.35 loss_ce: 0.2518 loss_bbox: 0.1822 loss_giou: 0.3136 loss_ce_0: 0.467 loss_bbox_0: 0.3047 loss_giou_0: 0.4849 loss_ce_1: 0.3526 loss_bbox_1: 0.2139 loss_giou_1: 0.3632 loss_ce_2: 0.2982 loss_bbox_2: 0.1986 loss_giou_2: 0.3525 loss_ce_3: 0.2643 loss_bbox_3: 0.1884 loss_giou_3: 0.3319 loss_ce_4: 0.2533 loss_bbox_4: 0.1825 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0309 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:40] d2.utils.events INFO: eta: 7:51:25 iter: 349539 total_loss: 5.408 loss_ce: 0.2634 loss_bbox: 0.1737 loss_giou: 0.3423 loss_ce_0: 0.4879 loss_bbox_0: 0.2942 loss_giou_0: 0.5124 loss_ce_1: 0.3805 loss_bbox_1: 0.2108 loss_giou_1: 0.3847 loss_ce_2: 0.315 loss_bbox_2: 0.1868 loss_giou_2: 0.357 loss_ce_3: 0.2796 loss_bbox_3: 0.1777 loss_giou_3: 0.3517 loss_ce_4: 0.2611 loss_bbox_4: 0.1801 loss_giou_4: 0.344 time: 0.2800 data_time: 0.0258 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:46] d2.utils.events INFO: eta: 7:51:26 iter: 349559 total_loss: 5.136 loss_ce: 0.2382 loss_bbox: 0.1647 loss_giou: 0.2997 loss_ce_0: 0.4594 loss_bbox_0: 0.2775 loss_giou_0: 0.4487 loss_ce_1: 0.344 loss_bbox_1: 0.1925 loss_giou_1: 0.3419 loss_ce_2: 0.283 loss_bbox_2: 0.1778 loss_giou_2: 0.3168 loss_ce_3: 0.2539 loss_bbox_3: 0.1717 loss_giou_3: 0.3104 loss_ce_4: 0.2379 loss_bbox_4: 0.1696 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0280 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:52] d2.utils.events INFO: eta: 7:51:20 iter: 349579 total_loss: 5.488 loss_ce: 0.2589 loss_bbox: 0.1806 loss_giou: 0.3313 loss_ce_0: 0.4737 loss_bbox_0: 0.3068 loss_giou_0: 0.513 loss_ce_1: 0.3707 loss_bbox_1: 0.2148 loss_giou_1: 0.3763 loss_ce_2: 0.3185 loss_bbox_2: 0.1948 loss_giou_2: 0.3473 loss_ce_3: 0.2755 loss_bbox_3: 0.185 loss_giou_3: 0.3394 loss_ce_4: 0.2623 loss_bbox_4: 0.1797 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0217 lr: 2.5e-05 max_mem: 5427M [11/03 17:44:58] d2.utils.events INFO: eta: 7:50:57 iter: 349599 total_loss: 5.353 loss_ce: 0.254 loss_bbox: 0.1726 loss_giou: 0.3183 loss_ce_0: 0.4677 loss_bbox_0: 0.2984 loss_giou_0: 0.5124 loss_ce_1: 0.3618 loss_bbox_1: 0.21 loss_giou_1: 0.3801 loss_ce_2: 0.2895 loss_bbox_2: 0.1947 loss_giou_2: 0.3462 loss_ce_3: 0.2646 loss_bbox_3: 0.1861 loss_giou_3: 0.3389 loss_ce_4: 0.2514 loss_bbox_4: 0.1806 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0301 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:03] d2.utils.events INFO: eta: 7:51:03 iter: 349619 total_loss: 5.344 loss_ce: 0.2528 loss_bbox: 0.172 loss_giou: 0.3256 loss_ce_0: 0.4803 loss_bbox_0: 0.2936 loss_giou_0: 0.4942 loss_ce_1: 0.3568 loss_bbox_1: 0.2069 loss_giou_1: 0.3612 loss_ce_2: 0.3018 loss_bbox_2: 0.1841 loss_giou_2: 0.3406 loss_ce_3: 0.2735 loss_bbox_3: 0.1823 loss_giou_3: 0.3359 loss_ce_4: 0.2513 loss_bbox_4: 0.1756 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:09] d2.utils.events INFO: eta: 7:51:00 iter: 349639 total_loss: 5.303 loss_ce: 0.2563 loss_bbox: 0.1697 loss_giou: 0.3216 loss_ce_0: 0.4748 loss_bbox_0: 0.2897 loss_giou_0: 0.4992 loss_ce_1: 0.3648 loss_bbox_1: 0.2031 loss_giou_1: 0.3664 loss_ce_2: 0.3067 loss_bbox_2: 0.1824 loss_giou_2: 0.3303 loss_ce_3: 0.2837 loss_bbox_3: 0.1761 loss_giou_3: 0.3267 loss_ce_4: 0.2657 loss_bbox_4: 0.1713 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0275 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:15] d2.utils.events INFO: eta: 7:50:54 iter: 349659 total_loss: 5.732 loss_ce: 0.258 loss_bbox: 0.1844 loss_giou: 0.3416 loss_ce_0: 0.4885 loss_bbox_0: 0.3087 loss_giou_0: 0.5203 loss_ce_1: 0.3764 loss_bbox_1: 0.2222 loss_giou_1: 0.3975 loss_ce_2: 0.3193 loss_bbox_2: 0.1996 loss_giou_2: 0.3624 loss_ce_3: 0.2768 loss_bbox_3: 0.1842 loss_giou_3: 0.3552 loss_ce_4: 0.2618 loss_bbox_4: 0.1827 loss_giou_4: 0.3449 time: 0.2800 data_time: 0.0313 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:20] d2.utils.events INFO: eta: 7:50:49 iter: 349679 total_loss: 5.267 loss_ce: 0.2569 loss_bbox: 0.1634 loss_giou: 0.3316 loss_ce_0: 0.4617 loss_bbox_0: 0.2865 loss_giou_0: 0.503 loss_ce_1: 0.362 loss_bbox_1: 0.197 loss_giou_1: 0.3686 loss_ce_2: 0.303 loss_bbox_2: 0.1734 loss_giou_2: 0.3355 loss_ce_3: 0.289 loss_bbox_3: 0.1687 loss_giou_3: 0.3307 loss_ce_4: 0.2685 loss_bbox_4: 0.1639 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0323 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:26] d2.utils.events INFO: eta: 7:50:41 iter: 349699 total_loss: 5.301 loss_ce: 0.2531 loss_bbox: 0.1811 loss_giou: 0.3165 loss_ce_0: 0.4699 loss_bbox_0: 0.3033 loss_giou_0: 0.5069 loss_ce_1: 0.3645 loss_bbox_1: 0.2155 loss_giou_1: 0.3672 loss_ce_2: 0.3025 loss_bbox_2: 0.1957 loss_giou_2: 0.3317 loss_ce_3: 0.2727 loss_bbox_3: 0.1902 loss_giou_3: 0.3251 loss_ce_4: 0.2548 loss_bbox_4: 0.1809 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:32] d2.utils.events INFO: eta: 7:50:21 iter: 349719 total_loss: 5.009 loss_ce: 0.2296 loss_bbox: 0.1576 loss_giou: 0.3072 loss_ce_0: 0.4582 loss_bbox_0: 0.2743 loss_giou_0: 0.4763 loss_ce_1: 0.3531 loss_bbox_1: 0.1833 loss_giou_1: 0.3509 loss_ce_2: 0.2955 loss_bbox_2: 0.164 loss_giou_2: 0.3216 loss_ce_3: 0.2509 loss_bbox_3: 0.1613 loss_giou_3: 0.3117 loss_ce_4: 0.2384 loss_bbox_4: 0.1581 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0281 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:37] d2.utils.events INFO: eta: 7:50:12 iter: 349739 total_loss: 5.41 loss_ce: 0.2507 loss_bbox: 0.1741 loss_giou: 0.3379 loss_ce_0: 0.4798 loss_bbox_0: 0.2911 loss_giou_0: 0.5136 loss_ce_1: 0.3675 loss_bbox_1: 0.2051 loss_giou_1: 0.3886 loss_ce_2: 0.3043 loss_bbox_2: 0.1882 loss_giou_2: 0.3552 loss_ce_3: 0.2648 loss_bbox_3: 0.1807 loss_giou_3: 0.3503 loss_ce_4: 0.2561 loss_bbox_4: 0.1788 loss_giou_4: 0.3465 time: 0.2800 data_time: 0.0251 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:43] d2.utils.events INFO: eta: 7:50:07 iter: 349759 total_loss: 5.336 loss_ce: 0.2486 loss_bbox: 0.1762 loss_giou: 0.3143 loss_ce_0: 0.4663 loss_bbox_0: 0.3041 loss_giou_0: 0.4845 loss_ce_1: 0.3548 loss_bbox_1: 0.2079 loss_giou_1: 0.3682 loss_ce_2: 0.2961 loss_bbox_2: 0.1905 loss_giou_2: 0.3421 loss_ce_3: 0.2569 loss_bbox_3: 0.1899 loss_giou_3: 0.3336 loss_ce_4: 0.2479 loss_bbox_4: 0.1799 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0229 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:49] d2.utils.events INFO: eta: 7:50:14 iter: 349779 total_loss: 5.55 loss_ce: 0.2654 loss_bbox: 0.1787 loss_giou: 0.3346 loss_ce_0: 0.482 loss_bbox_0: 0.3014 loss_giou_0: 0.5287 loss_ce_1: 0.3878 loss_bbox_1: 0.2067 loss_giou_1: 0.3954 loss_ce_2: 0.3189 loss_bbox_2: 0.1832 loss_giou_2: 0.3626 loss_ce_3: 0.285 loss_bbox_3: 0.1822 loss_giou_3: 0.3414 loss_ce_4: 0.2675 loss_bbox_4: 0.1811 loss_giou_4: 0.338 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 17:45:55] d2.utils.events INFO: eta: 7:50:08 iter: 349799 total_loss: 5.426 loss_ce: 0.2405 loss_bbox: 0.1751 loss_giou: 0.3395 loss_ce_0: 0.4821 loss_bbox_0: 0.2849 loss_giou_0: 0.5262 loss_ce_1: 0.3585 loss_bbox_1: 0.2084 loss_giou_1: 0.3936 loss_ce_2: 0.3097 loss_bbox_2: 0.1815 loss_giou_2: 0.3592 loss_ce_3: 0.2805 loss_bbox_3: 0.1725 loss_giou_3: 0.3536 loss_ce_4: 0.2525 loss_bbox_4: 0.1701 loss_giou_4: 0.3474 time: 0.2800 data_time: 0.0262 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:00] d2.utils.events INFO: eta: 7:50:04 iter: 349819 total_loss: 5.368 loss_ce: 0.2628 loss_bbox: 0.1805 loss_giou: 0.325 loss_ce_0: 0.4841 loss_bbox_0: 0.3121 loss_giou_0: 0.5025 loss_ce_1: 0.375 loss_bbox_1: 0.2161 loss_giou_1: 0.3855 loss_ce_2: 0.3047 loss_bbox_2: 0.1981 loss_giou_2: 0.3476 loss_ce_3: 0.2675 loss_bbox_3: 0.1861 loss_giou_3: 0.3335 loss_ce_4: 0.2642 loss_bbox_4: 0.1816 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0290 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:06] d2.utils.events INFO: eta: 7:49:48 iter: 349839 total_loss: 5.407 loss_ce: 0.2482 loss_bbox: 0.1654 loss_giou: 0.3411 loss_ce_0: 0.4675 loss_bbox_0: 0.2835 loss_giou_0: 0.5237 loss_ce_1: 0.3464 loss_bbox_1: 0.1949 loss_giou_1: 0.3899 loss_ce_2: 0.2946 loss_bbox_2: 0.1769 loss_giou_2: 0.3648 loss_ce_3: 0.2605 loss_bbox_3: 0.1726 loss_giou_3: 0.3524 loss_ce_4: 0.2519 loss_bbox_4: 0.1685 loss_giou_4: 0.3436 time: 0.2800 data_time: 0.0264 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:12] d2.utils.events INFO: eta: 7:49:39 iter: 349859 total_loss: 5.434 loss_ce: 0.2591 loss_bbox: 0.1734 loss_giou: 0.3336 loss_ce_0: 0.4743 loss_bbox_0: 0.2993 loss_giou_0: 0.5096 loss_ce_1: 0.3719 loss_bbox_1: 0.2081 loss_giou_1: 0.3855 loss_ce_2: 0.3158 loss_bbox_2: 0.1873 loss_giou_2: 0.3529 loss_ce_3: 0.2779 loss_bbox_3: 0.1784 loss_giou_3: 0.3377 loss_ce_4: 0.2605 loss_bbox_4: 0.1754 loss_giou_4: 0.3372 time: 0.2800 data_time: 0.0282 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:17] d2.utils.events INFO: eta: 7:49:29 iter: 349879 total_loss: 5.106 loss_ce: 0.2475 loss_bbox: 0.1667 loss_giou: 0.3171 loss_ce_0: 0.4786 loss_bbox_0: 0.2778 loss_giou_0: 0.4787 loss_ce_1: 0.3514 loss_bbox_1: 0.1929 loss_giou_1: 0.3607 loss_ce_2: 0.2983 loss_bbox_2: 0.174 loss_giou_2: 0.3337 loss_ce_3: 0.2556 loss_bbox_3: 0.1669 loss_giou_3: 0.3187 loss_ce_4: 0.2459 loss_bbox_4: 0.1658 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0287 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:23] d2.utils.events INFO: eta: 7:49:23 iter: 349899 total_loss: 5.242 loss_ce: 0.2473 loss_bbox: 0.1587 loss_giou: 0.3186 loss_ce_0: 0.4694 loss_bbox_0: 0.2745 loss_giou_0: 0.5149 loss_ce_1: 0.3696 loss_bbox_1: 0.1936 loss_giou_1: 0.3689 loss_ce_2: 0.3046 loss_bbox_2: 0.1764 loss_giou_2: 0.3435 loss_ce_3: 0.2737 loss_bbox_3: 0.166 loss_giou_3: 0.3284 loss_ce_4: 0.249 loss_bbox_4: 0.159 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0231 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:29] d2.utils.events INFO: eta: 7:49:23 iter: 349919 total_loss: 5.316 loss_ce: 0.2503 loss_bbox: 0.168 loss_giou: 0.3031 loss_ce_0: 0.4615 loss_bbox_0: 0.2894 loss_giou_0: 0.4878 loss_ce_1: 0.3763 loss_bbox_1: 0.2009 loss_giou_1: 0.3531 loss_ce_2: 0.3079 loss_bbox_2: 0.1878 loss_giou_2: 0.3283 loss_ce_3: 0.2797 loss_bbox_3: 0.1724 loss_giou_3: 0.313 loss_ce_4: 0.246 loss_bbox_4: 0.1716 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0216 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:34] d2.utils.events INFO: eta: 7:49:16 iter: 349939 total_loss: 5.185 loss_ce: 0.2364 loss_bbox: 0.1655 loss_giou: 0.3093 loss_ce_0: 0.4648 loss_bbox_0: 0.2833 loss_giou_0: 0.49 loss_ce_1: 0.3655 loss_bbox_1: 0.1941 loss_giou_1: 0.3535 loss_ce_2: 0.2909 loss_bbox_2: 0.1721 loss_giou_2: 0.3255 loss_ce_3: 0.2572 loss_bbox_3: 0.1681 loss_giou_3: 0.3155 loss_ce_4: 0.2384 loss_bbox_4: 0.1688 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0273 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:40] d2.utils.events INFO: eta: 7:49:13 iter: 349959 total_loss: 5.789 loss_ce: 0.2828 loss_bbox: 0.1683 loss_giou: 0.3524 loss_ce_0: 0.4933 loss_bbox_0: 0.3046 loss_giou_0: 0.5403 loss_ce_1: 0.3821 loss_bbox_1: 0.2067 loss_giou_1: 0.4091 loss_ce_2: 0.333 loss_bbox_2: 0.1846 loss_giou_2: 0.3679 loss_ce_3: 0.2988 loss_bbox_3: 0.1716 loss_giou_3: 0.3515 loss_ce_4: 0.2898 loss_bbox_4: 0.1686 loss_giou_4: 0.3531 time: 0.2800 data_time: 0.0284 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:46] d2.utils.events INFO: eta: 7:49:08 iter: 349979 total_loss: 5.39 loss_ce: 0.2633 loss_bbox: 0.1694 loss_giou: 0.3193 loss_ce_0: 0.4692 loss_bbox_0: 0.2956 loss_giou_0: 0.4869 loss_ce_1: 0.374 loss_bbox_1: 0.1973 loss_giou_1: 0.3677 loss_ce_2: 0.2997 loss_bbox_2: 0.1877 loss_giou_2: 0.333 loss_ce_3: 0.2808 loss_bbox_3: 0.1733 loss_giou_3: 0.3265 loss_ce_4: 0.2674 loss_bbox_4: 0.1677 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0285 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:51] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0349999.pth [11/03 17:46:54] d2.utils.events INFO: eta: 7:48:59 iter: 349999 total_loss: 5.362 loss_ce: 0.2551 loss_bbox: 0.1852 loss_giou: 0.3235 loss_ce_0: 0.4712 loss_bbox_0: 0.2977 loss_giou_0: 0.5158 loss_ce_1: 0.363 loss_bbox_1: 0.2059 loss_giou_1: 0.3796 loss_ce_2: 0.2965 loss_bbox_2: 0.1978 loss_giou_2: 0.348 loss_ce_3: 0.2624 loss_bbox_3: 0.1924 loss_giou_3: 0.3375 loss_ce_4: 0.2554 loss_bbox_4: 0.1907 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0294 lr: 2.5e-05 max_mem: 5427M [11/03 17:46:59] d2.utils.events INFO: eta: 7:48:54 iter: 350019 total_loss: 5.293 loss_ce: 0.251 loss_bbox: 0.1673 loss_giou: 0.319 loss_ce_0: 0.4522 loss_bbox_0: 0.2899 loss_giou_0: 0.4911 loss_ce_1: 0.3625 loss_bbox_1: 0.2001 loss_giou_1: 0.3623 loss_ce_2: 0.3032 loss_bbox_2: 0.1814 loss_giou_2: 0.3397 loss_ce_3: 0.2734 loss_bbox_3: 0.1729 loss_giou_3: 0.3241 loss_ce_4: 0.2559 loss_bbox_4: 0.1701 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:05] d2.utils.events INFO: eta: 7:49:00 iter: 350039 total_loss: 5.207 loss_ce: 0.2458 loss_bbox: 0.1748 loss_giou: 0.3066 loss_ce_0: 0.4679 loss_bbox_0: 0.3057 loss_giou_0: 0.4884 loss_ce_1: 0.3544 loss_bbox_1: 0.2106 loss_giou_1: 0.3619 loss_ce_2: 0.2854 loss_bbox_2: 0.1925 loss_giou_2: 0.3289 loss_ce_3: 0.2574 loss_bbox_3: 0.183 loss_giou_3: 0.3233 loss_ce_4: 0.2482 loss_bbox_4: 0.1761 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:11] d2.utils.events INFO: eta: 7:48:57 iter: 350059 total_loss: 5.22 loss_ce: 0.2574 loss_bbox: 0.1794 loss_giou: 0.2888 loss_ce_0: 0.4616 loss_bbox_0: 0.2966 loss_giou_0: 0.4725 loss_ce_1: 0.3632 loss_bbox_1: 0.2182 loss_giou_1: 0.3534 loss_ce_2: 0.2926 loss_bbox_2: 0.1946 loss_giou_2: 0.3145 loss_ce_3: 0.269 loss_bbox_3: 0.1872 loss_giou_3: 0.305 loss_ce_4: 0.2541 loss_bbox_4: 0.1815 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:16] d2.utils.events INFO: eta: 7:48:51 iter: 350079 total_loss: 5.395 loss_ce: 0.2506 loss_bbox: 0.1806 loss_giou: 0.3224 loss_ce_0: 0.4697 loss_bbox_0: 0.293 loss_giou_0: 0.5039 loss_ce_1: 0.3669 loss_bbox_1: 0.2023 loss_giou_1: 0.3646 loss_ce_2: 0.2994 loss_bbox_2: 0.1862 loss_giou_2: 0.3329 loss_ce_3: 0.2665 loss_bbox_3: 0.1791 loss_giou_3: 0.3262 loss_ce_4: 0.2549 loss_bbox_4: 0.1803 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:22] d2.utils.events INFO: eta: 7:48:47 iter: 350099 total_loss: 5.248 loss_ce: 0.2337 loss_bbox: 0.1695 loss_giou: 0.316 loss_ce_0: 0.4725 loss_bbox_0: 0.2871 loss_giou_0: 0.5174 loss_ce_1: 0.3404 loss_bbox_1: 0.2015 loss_giou_1: 0.3689 loss_ce_2: 0.2869 loss_bbox_2: 0.1842 loss_giou_2: 0.3336 loss_ce_3: 0.2575 loss_bbox_3: 0.1733 loss_giou_3: 0.3254 loss_ce_4: 0.2314 loss_bbox_4: 0.1705 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:28] d2.utils.events INFO: eta: 7:48:38 iter: 350119 total_loss: 5.084 loss_ce: 0.2517 loss_bbox: 0.1692 loss_giou: 0.3067 loss_ce_0: 0.472 loss_bbox_0: 0.2943 loss_giou_0: 0.4785 loss_ce_1: 0.3578 loss_bbox_1: 0.1986 loss_giou_1: 0.3485 loss_ce_2: 0.2988 loss_bbox_2: 0.1822 loss_giou_2: 0.3204 loss_ce_3: 0.2665 loss_bbox_3: 0.1729 loss_giou_3: 0.3132 loss_ce_4: 0.2529 loss_bbox_4: 0.1703 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:33] d2.utils.events INFO: eta: 7:48:35 iter: 350139 total_loss: 5.272 loss_ce: 0.2399 loss_bbox: 0.1752 loss_giou: 0.3268 loss_ce_0: 0.4652 loss_bbox_0: 0.2973 loss_giou_0: 0.4899 loss_ce_1: 0.3606 loss_bbox_1: 0.2088 loss_giou_1: 0.369 loss_ce_2: 0.2993 loss_bbox_2: 0.1916 loss_giou_2: 0.3451 loss_ce_3: 0.2651 loss_bbox_3: 0.1798 loss_giou_3: 0.3379 loss_ce_4: 0.2421 loss_bbox_4: 0.1823 loss_giou_4: 0.3385 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:39] d2.utils.events INFO: eta: 7:48:22 iter: 350159 total_loss: 5.187 loss_ce: 0.2439 loss_bbox: 0.1635 loss_giou: 0.3175 loss_ce_0: 0.4757 loss_bbox_0: 0.2895 loss_giou_0: 0.4752 loss_ce_1: 0.3772 loss_bbox_1: 0.2007 loss_giou_1: 0.3622 loss_ce_2: 0.2967 loss_bbox_2: 0.1765 loss_giou_2: 0.331 loss_ce_3: 0.2617 loss_bbox_3: 0.1736 loss_giou_3: 0.3291 loss_ce_4: 0.2476 loss_bbox_4: 0.166 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:45] d2.utils.events INFO: eta: 7:48:24 iter: 350179 total_loss: 5.166 loss_ce: 0.2313 loss_bbox: 0.1704 loss_giou: 0.3207 loss_ce_0: 0.4881 loss_bbox_0: 0.2864 loss_giou_0: 0.5018 loss_ce_1: 0.357 loss_bbox_1: 0.1979 loss_giou_1: 0.3663 loss_ce_2: 0.2815 loss_bbox_2: 0.1861 loss_giou_2: 0.3376 loss_ce_3: 0.252 loss_bbox_3: 0.1758 loss_giou_3: 0.3281 loss_ce_4: 0.2356 loss_bbox_4: 0.1707 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:50] d2.utils.events INFO: eta: 7:48:19 iter: 350199 total_loss: 5.383 loss_ce: 0.2435 loss_bbox: 0.1677 loss_giou: 0.326 loss_ce_0: 0.465 loss_bbox_0: 0.2938 loss_giou_0: 0.4866 loss_ce_1: 0.3485 loss_bbox_1: 0.2021 loss_giou_1: 0.3784 loss_ce_2: 0.2903 loss_bbox_2: 0.1795 loss_giou_2: 0.3459 loss_ce_3: 0.2614 loss_bbox_3: 0.1705 loss_giou_3: 0.3318 loss_ce_4: 0.2448 loss_bbox_4: 0.1701 loss_giou_4: 0.3299 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 17:47:56] d2.utils.events INFO: eta: 7:48:02 iter: 350219 total_loss: 5.231 loss_ce: 0.2399 loss_bbox: 0.1797 loss_giou: 0.3153 loss_ce_0: 0.4769 loss_bbox_0: 0.3119 loss_giou_0: 0.4886 loss_ce_1: 0.369 loss_bbox_1: 0.2111 loss_giou_1: 0.3518 loss_ce_2: 0.3073 loss_bbox_2: 0.2049 loss_giou_2: 0.3312 loss_ce_3: 0.2681 loss_bbox_3: 0.1886 loss_giou_3: 0.3186 loss_ce_4: 0.2401 loss_bbox_4: 0.1819 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:02] d2.utils.events INFO: eta: 7:47:53 iter: 350239 total_loss: 5.332 loss_ce: 0.2366 loss_bbox: 0.161 loss_giou: 0.3061 loss_ce_0: 0.4644 loss_bbox_0: 0.2789 loss_giou_0: 0.4893 loss_ce_1: 0.3597 loss_bbox_1: 0.1921 loss_giou_1: 0.3622 loss_ce_2: 0.308 loss_bbox_2: 0.1752 loss_giou_2: 0.3247 loss_ce_3: 0.2736 loss_bbox_3: 0.164 loss_giou_3: 0.3125 loss_ce_4: 0.2478 loss_bbox_4: 0.1591 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:07] d2.utils.events INFO: eta: 7:47:39 iter: 350259 total_loss: 5.095 loss_ce: 0.2395 loss_bbox: 0.176 loss_giou: 0.2968 loss_ce_0: 0.4556 loss_bbox_0: 0.3002 loss_giou_0: 0.4906 loss_ce_1: 0.3541 loss_bbox_1: 0.2044 loss_giou_1: 0.3386 loss_ce_2: 0.2853 loss_bbox_2: 0.1853 loss_giou_2: 0.3157 loss_ce_3: 0.2521 loss_bbox_3: 0.1809 loss_giou_3: 0.3044 loss_ce_4: 0.242 loss_bbox_4: 0.1762 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:13] d2.utils.events INFO: eta: 7:47:28 iter: 350279 total_loss: 5.243 loss_ce: 0.2427 loss_bbox: 0.1634 loss_giou: 0.3114 loss_ce_0: 0.4566 loss_bbox_0: 0.2839 loss_giou_0: 0.4772 loss_ce_1: 0.3363 loss_bbox_1: 0.199 loss_giou_1: 0.3631 loss_ce_2: 0.2913 loss_bbox_2: 0.1751 loss_giou_2: 0.3312 loss_ce_3: 0.2602 loss_bbox_3: 0.1675 loss_giou_3: 0.3166 loss_ce_4: 0.2441 loss_bbox_4: 0.1656 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:19] d2.utils.events INFO: eta: 7:47:20 iter: 350299 total_loss: 5.194 loss_ce: 0.2291 loss_bbox: 0.1643 loss_giou: 0.3208 loss_ce_0: 0.4702 loss_bbox_0: 0.2839 loss_giou_0: 0.4952 loss_ce_1: 0.3593 loss_bbox_1: 0.1961 loss_giou_1: 0.3646 loss_ce_2: 0.2924 loss_bbox_2: 0.1799 loss_giou_2: 0.3357 loss_ce_3: 0.254 loss_bbox_3: 0.1734 loss_giou_3: 0.3262 loss_ce_4: 0.2308 loss_bbox_4: 0.1656 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:25] d2.utils.events INFO: eta: 7:47:17 iter: 350319 total_loss: 5.328 loss_ce: 0.2521 loss_bbox: 0.1728 loss_giou: 0.3252 loss_ce_0: 0.4572 loss_bbox_0: 0.2997 loss_giou_0: 0.5016 loss_ce_1: 0.357 loss_bbox_1: 0.2133 loss_giou_1: 0.3784 loss_ce_2: 0.3031 loss_bbox_2: 0.1917 loss_giou_2: 0.342 loss_ce_3: 0.2674 loss_bbox_3: 0.1815 loss_giou_3: 0.3392 loss_ce_4: 0.2501 loss_bbox_4: 0.1772 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:30] d2.utils.events INFO: eta: 7:47:12 iter: 350339 total_loss: 5.037 loss_ce: 0.2262 loss_bbox: 0.1695 loss_giou: 0.2972 loss_ce_0: 0.4433 loss_bbox_0: 0.2803 loss_giou_0: 0.4487 loss_ce_1: 0.3325 loss_bbox_1: 0.196 loss_giou_1: 0.3397 loss_ce_2: 0.2656 loss_bbox_2: 0.1828 loss_giou_2: 0.3224 loss_ce_3: 0.2423 loss_bbox_3: 0.1763 loss_giou_3: 0.3019 loss_ce_4: 0.2261 loss_bbox_4: 0.1748 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:36] d2.utils.events INFO: eta: 7:47:03 iter: 350359 total_loss: 4.887 loss_ce: 0.2122 loss_bbox: 0.1804 loss_giou: 0.298 loss_ce_0: 0.4421 loss_bbox_0: 0.2937 loss_giou_0: 0.4496 loss_ce_1: 0.3447 loss_bbox_1: 0.2085 loss_giou_1: 0.334 loss_ce_2: 0.2637 loss_bbox_2: 0.1871 loss_giou_2: 0.3103 loss_ce_3: 0.2294 loss_bbox_3: 0.1819 loss_giou_3: 0.2987 loss_ce_4: 0.2217 loss_bbox_4: 0.1824 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:42] d2.utils.events INFO: eta: 7:46:59 iter: 350379 total_loss: 5.231 loss_ce: 0.2475 loss_bbox: 0.1706 loss_giou: 0.3093 loss_ce_0: 0.4428 loss_bbox_0: 0.2893 loss_giou_0: 0.4831 loss_ce_1: 0.3376 loss_bbox_1: 0.2012 loss_giou_1: 0.3586 loss_ce_2: 0.2888 loss_bbox_2: 0.1852 loss_giou_2: 0.338 loss_ce_3: 0.2631 loss_bbox_3: 0.178 loss_giou_3: 0.3268 loss_ce_4: 0.2496 loss_bbox_4: 0.177 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:47] d2.utils.events INFO: eta: 7:46:52 iter: 350399 total_loss: 5.225 loss_ce: 0.2365 loss_bbox: 0.1782 loss_giou: 0.3215 loss_ce_0: 0.4668 loss_bbox_0: 0.3028 loss_giou_0: 0.5194 loss_ce_1: 0.3544 loss_bbox_1: 0.2098 loss_giou_1: 0.3659 loss_ce_2: 0.2893 loss_bbox_2: 0.1942 loss_giou_2: 0.3351 loss_ce_3: 0.256 loss_bbox_3: 0.1817 loss_giou_3: 0.3285 loss_ce_4: 0.2417 loss_bbox_4: 0.184 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:53] d2.utils.events INFO: eta: 7:46:47 iter: 350419 total_loss: 5.578 loss_ce: 0.253 loss_bbox: 0.1804 loss_giou: 0.3464 loss_ce_0: 0.467 loss_bbox_0: 0.294 loss_giou_0: 0.5131 loss_ce_1: 0.3532 loss_bbox_1: 0.2107 loss_giou_1: 0.3825 loss_ce_2: 0.3093 loss_bbox_2: 0.1988 loss_giou_2: 0.3595 loss_ce_3: 0.2744 loss_bbox_3: 0.1856 loss_giou_3: 0.3444 loss_ce_4: 0.2595 loss_bbox_4: 0.18 loss_giou_4: 0.3452 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 17:48:59] d2.utils.events INFO: eta: 7:46:45 iter: 350439 total_loss: 5.053 loss_ce: 0.2282 loss_bbox: 0.1599 loss_giou: 0.3185 loss_ce_0: 0.4465 loss_bbox_0: 0.2698 loss_giou_0: 0.5023 loss_ce_1: 0.34 loss_bbox_1: 0.1828 loss_giou_1: 0.3664 loss_ce_2: 0.2767 loss_bbox_2: 0.1691 loss_giou_2: 0.3386 loss_ce_3: 0.2425 loss_bbox_3: 0.1634 loss_giou_3: 0.3266 loss_ce_4: 0.2349 loss_bbox_4: 0.1597 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:05] d2.utils.events INFO: eta: 7:46:48 iter: 350459 total_loss: 5.141 loss_ce: 0.2316 loss_bbox: 0.1647 loss_giou: 0.3148 loss_ce_0: 0.4496 loss_bbox_0: 0.2775 loss_giou_0: 0.4749 loss_ce_1: 0.3462 loss_bbox_1: 0.1974 loss_giou_1: 0.3563 loss_ce_2: 0.2846 loss_bbox_2: 0.1851 loss_giou_2: 0.3393 loss_ce_3: 0.2525 loss_bbox_3: 0.1776 loss_giou_3: 0.3251 loss_ce_4: 0.2331 loss_bbox_4: 0.1703 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0318 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:10] d2.utils.events INFO: eta: 7:46:45 iter: 350479 total_loss: 5.121 loss_ce: 0.2473 loss_bbox: 0.1619 loss_giou: 0.3269 loss_ce_0: 0.468 loss_bbox_0: 0.2838 loss_giou_0: 0.4999 loss_ce_1: 0.3442 loss_bbox_1: 0.1985 loss_giou_1: 0.3743 loss_ce_2: 0.2884 loss_bbox_2: 0.1777 loss_giou_2: 0.3427 loss_ce_3: 0.2594 loss_bbox_3: 0.1656 loss_giou_3: 0.3314 loss_ce_4: 0.249 loss_bbox_4: 0.163 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:16] d2.utils.events INFO: eta: 7:46:38 iter: 350499 total_loss: 5.178 loss_ce: 0.2398 loss_bbox: 0.1543 loss_giou: 0.3226 loss_ce_0: 0.4523 loss_bbox_0: 0.2675 loss_giou_0: 0.4927 loss_ce_1: 0.3446 loss_bbox_1: 0.178 loss_giou_1: 0.3645 loss_ce_2: 0.274 loss_bbox_2: 0.161 loss_giou_2: 0.3485 loss_ce_3: 0.2472 loss_bbox_3: 0.1565 loss_giou_3: 0.3356 loss_ce_4: 0.2374 loss_bbox_4: 0.1578 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:22] d2.utils.events INFO: eta: 7:46:24 iter: 350519 total_loss: 5.011 loss_ce: 0.2228 loss_bbox: 0.183 loss_giou: 0.3018 loss_ce_0: 0.4567 loss_bbox_0: 0.2954 loss_giou_0: 0.4689 loss_ce_1: 0.3383 loss_bbox_1: 0.2001 loss_giou_1: 0.3371 loss_ce_2: 0.2784 loss_bbox_2: 0.1955 loss_giou_2: 0.321 loss_ce_3: 0.238 loss_bbox_3: 0.1924 loss_giou_3: 0.3127 loss_ce_4: 0.2211 loss_bbox_4: 0.187 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:27] d2.utils.events INFO: eta: 7:46:18 iter: 350539 total_loss: 5.152 loss_ce: 0.2361 loss_bbox: 0.1613 loss_giou: 0.3152 loss_ce_0: 0.4538 loss_bbox_0: 0.2725 loss_giou_0: 0.4969 loss_ce_1: 0.3476 loss_bbox_1: 0.2025 loss_giou_1: 0.3719 loss_ce_2: 0.2796 loss_bbox_2: 0.1741 loss_giou_2: 0.3292 loss_ce_3: 0.2539 loss_bbox_3: 0.1707 loss_giou_3: 0.3272 loss_ce_4: 0.2381 loss_bbox_4: 0.1682 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:33] d2.utils.events INFO: eta: 7:46:11 iter: 350559 total_loss: 4.793 loss_ce: 0.2021 loss_bbox: 0.1568 loss_giou: 0.2953 loss_ce_0: 0.4265 loss_bbox_0: 0.2715 loss_giou_0: 0.4607 loss_ce_1: 0.3186 loss_bbox_1: 0.1813 loss_giou_1: 0.3358 loss_ce_2: 0.2549 loss_bbox_2: 0.1683 loss_giou_2: 0.3086 loss_ce_3: 0.2162 loss_bbox_3: 0.1591 loss_giou_3: 0.3026 loss_ce_4: 0.1987 loss_bbox_4: 0.1566 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:39] d2.utils.events INFO: eta: 7:46:02 iter: 350579 total_loss: 5.315 loss_ce: 0.2547 loss_bbox: 0.1712 loss_giou: 0.3089 loss_ce_0: 0.4459 loss_bbox_0: 0.2851 loss_giou_0: 0.481 loss_ce_1: 0.3443 loss_bbox_1: 0.1984 loss_giou_1: 0.3512 loss_ce_2: 0.2927 loss_bbox_2: 0.1821 loss_giou_2: 0.3241 loss_ce_3: 0.2676 loss_bbox_3: 0.1745 loss_giou_3: 0.3164 loss_ce_4: 0.2535 loss_bbox_4: 0.1721 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:44] d2.utils.events INFO: eta: 7:46:01 iter: 350599 total_loss: 4.834 loss_ce: 0.2185 loss_bbox: 0.1631 loss_giou: 0.3022 loss_ce_0: 0.4607 loss_bbox_0: 0.2847 loss_giou_0: 0.4793 loss_ce_1: 0.3522 loss_bbox_1: 0.1973 loss_giou_1: 0.3478 loss_ce_2: 0.2769 loss_bbox_2: 0.1734 loss_giou_2: 0.3164 loss_ce_3: 0.2352 loss_bbox_3: 0.1654 loss_giou_3: 0.3117 loss_ce_4: 0.2247 loss_bbox_4: 0.1607 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:50] d2.utils.events INFO: eta: 7:46:04 iter: 350619 total_loss: 5.359 loss_ce: 0.2485 loss_bbox: 0.1766 loss_giou: 0.3214 loss_ce_0: 0.4691 loss_bbox_0: 0.2945 loss_giou_0: 0.5068 loss_ce_1: 0.3542 loss_bbox_1: 0.2089 loss_giou_1: 0.3877 loss_ce_2: 0.2983 loss_bbox_2: 0.1907 loss_giou_2: 0.3498 loss_ce_3: 0.2605 loss_bbox_3: 0.1851 loss_giou_3: 0.331 loss_ce_4: 0.2469 loss_bbox_4: 0.1802 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 17:49:56] d2.utils.events INFO: eta: 7:46:00 iter: 350639 total_loss: 5.276 loss_ce: 0.2422 loss_bbox: 0.1671 loss_giou: 0.3384 loss_ce_0: 0.4524 loss_bbox_0: 0.2925 loss_giou_0: 0.5306 loss_ce_1: 0.3381 loss_bbox_1: 0.2084 loss_giou_1: 0.3889 loss_ce_2: 0.2871 loss_bbox_2: 0.1795 loss_giou_2: 0.3534 loss_ce_3: 0.2557 loss_bbox_3: 0.1712 loss_giou_3: 0.3445 loss_ce_4: 0.2481 loss_bbox_4: 0.1682 loss_giou_4: 0.3387 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:01] d2.utils.events INFO: eta: 7:45:57 iter: 350659 total_loss: 5.226 loss_ce: 0.2394 loss_bbox: 0.1691 loss_giou: 0.3242 loss_ce_0: 0.478 loss_bbox_0: 0.2912 loss_giou_0: 0.5086 loss_ce_1: 0.3539 loss_bbox_1: 0.2017 loss_giou_1: 0.3789 loss_ce_2: 0.2901 loss_bbox_2: 0.1838 loss_giou_2: 0.3475 loss_ce_3: 0.2549 loss_bbox_3: 0.1742 loss_giou_3: 0.3319 loss_ce_4: 0.2465 loss_bbox_4: 0.1737 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:07] d2.utils.events INFO: eta: 7:45:55 iter: 350679 total_loss: 5.144 loss_ce: 0.2404 loss_bbox: 0.1536 loss_giou: 0.3009 loss_ce_0: 0.4551 loss_bbox_0: 0.2778 loss_giou_0: 0.4815 loss_ce_1: 0.3522 loss_bbox_1: 0.1934 loss_giou_1: 0.3419 loss_ce_2: 0.2938 loss_bbox_2: 0.1738 loss_giou_2: 0.324 loss_ce_3: 0.2588 loss_bbox_3: 0.1626 loss_giou_3: 0.3101 loss_ce_4: 0.2452 loss_bbox_4: 0.157 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:13] d2.utils.events INFO: eta: 7:45:46 iter: 350699 total_loss: 5.099 loss_ce: 0.23 loss_bbox: 0.1703 loss_giou: 0.3159 loss_ce_0: 0.4495 loss_bbox_0: 0.2807 loss_giou_0: 0.4924 loss_ce_1: 0.3305 loss_bbox_1: 0.1983 loss_giou_1: 0.3654 loss_ce_2: 0.2794 loss_bbox_2: 0.1787 loss_giou_2: 0.3344 loss_ce_3: 0.2412 loss_bbox_3: 0.17 loss_giou_3: 0.3229 loss_ce_4: 0.2392 loss_bbox_4: 0.1713 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0184 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:18] d2.utils.events INFO: eta: 7:45:49 iter: 350719 total_loss: 4.994 loss_ce: 0.223 loss_bbox: 0.1697 loss_giou: 0.3062 loss_ce_0: 0.4347 loss_bbox_0: 0.2806 loss_giou_0: 0.4547 loss_ce_1: 0.3453 loss_bbox_1: 0.2015 loss_giou_1: 0.3414 loss_ce_2: 0.2786 loss_bbox_2: 0.1813 loss_giou_2: 0.321 loss_ce_3: 0.248 loss_bbox_3: 0.1707 loss_giou_3: 0.3119 loss_ce_4: 0.227 loss_bbox_4: 0.172 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:24] d2.utils.events INFO: eta: 7:45:41 iter: 350739 total_loss: 5.008 loss_ce: 0.2309 loss_bbox: 0.1545 loss_giou: 0.3198 loss_ce_0: 0.4446 loss_bbox_0: 0.2659 loss_giou_0: 0.5013 loss_ce_1: 0.3322 loss_bbox_1: 0.1787 loss_giou_1: 0.3664 loss_ce_2: 0.2767 loss_bbox_2: 0.1654 loss_giou_2: 0.342 loss_ce_3: 0.2479 loss_bbox_3: 0.158 loss_giou_3: 0.3314 loss_ce_4: 0.2325 loss_bbox_4: 0.1556 loss_giou_4: 0.3294 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:30] d2.utils.events INFO: eta: 7:45:38 iter: 350759 total_loss: 4.909 loss_ce: 0.232 loss_bbox: 0.1493 loss_giou: 0.3089 loss_ce_0: 0.4516 loss_bbox_0: 0.2782 loss_giou_0: 0.4775 loss_ce_1: 0.334 loss_bbox_1: 0.1855 loss_giou_1: 0.3523 loss_ce_2: 0.2717 loss_bbox_2: 0.1624 loss_giou_2: 0.3235 loss_ce_3: 0.2432 loss_bbox_3: 0.1535 loss_giou_3: 0.3172 loss_ce_4: 0.2355 loss_bbox_4: 0.1516 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:36] d2.utils.events INFO: eta: 7:45:29 iter: 350779 total_loss: 4.797 loss_ce: 0.2143 loss_bbox: 0.1638 loss_giou: 0.2999 loss_ce_0: 0.4289 loss_bbox_0: 0.2696 loss_giou_0: 0.4559 loss_ce_1: 0.324 loss_bbox_1: 0.1912 loss_giou_1: 0.3362 loss_ce_2: 0.2612 loss_bbox_2: 0.1737 loss_giou_2: 0.3112 loss_ce_3: 0.2255 loss_bbox_3: 0.1713 loss_giou_3: 0.3074 loss_ce_4: 0.2124 loss_bbox_4: 0.1642 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0331 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:41] d2.utils.events INFO: eta: 7:45:29 iter: 350799 total_loss: 5.27 loss_ce: 0.2598 loss_bbox: 0.1625 loss_giou: 0.3256 loss_ce_0: 0.4848 loss_bbox_0: 0.2872 loss_giou_0: 0.515 loss_ce_1: 0.3713 loss_bbox_1: 0.1962 loss_giou_1: 0.3772 loss_ce_2: 0.3067 loss_bbox_2: 0.1767 loss_giou_2: 0.3474 loss_ce_3: 0.2753 loss_bbox_3: 0.1694 loss_giou_3: 0.3359 loss_ce_4: 0.2531 loss_bbox_4: 0.1642 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:47] d2.utils.events INFO: eta: 7:45:19 iter: 350819 total_loss: 5.216 loss_ce: 0.2262 loss_bbox: 0.1671 loss_giou: 0.3237 loss_ce_0: 0.4784 loss_bbox_0: 0.2855 loss_giou_0: 0.4791 loss_ce_1: 0.3375 loss_bbox_1: 0.2084 loss_giou_1: 0.363 loss_ce_2: 0.2826 loss_bbox_2: 0.1853 loss_giou_2: 0.3388 loss_ce_3: 0.2513 loss_bbox_3: 0.173 loss_giou_3: 0.3361 loss_ce_4: 0.2338 loss_bbox_4: 0.1672 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0324 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:53] d2.utils.events INFO: eta: 7:45:12 iter: 350839 total_loss: 5.035 loss_ce: 0.2296 loss_bbox: 0.1504 loss_giou: 0.3141 loss_ce_0: 0.4403 loss_bbox_0: 0.2582 loss_giou_0: 0.5036 loss_ce_1: 0.3348 loss_bbox_1: 0.179 loss_giou_1: 0.3679 loss_ce_2: 0.2869 loss_bbox_2: 0.1557 loss_giou_2: 0.3298 loss_ce_3: 0.2505 loss_bbox_3: 0.1503 loss_giou_3: 0.323 loss_ce_4: 0.2273 loss_bbox_4: 0.152 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 17:50:58] d2.utils.events INFO: eta: 7:45:10 iter: 350859 total_loss: 4.91 loss_ce: 0.2126 loss_bbox: 0.1625 loss_giou: 0.2949 loss_ce_0: 0.4203 loss_bbox_0: 0.27 loss_giou_0: 0.4624 loss_ce_1: 0.3269 loss_bbox_1: 0.196 loss_giou_1: 0.3394 loss_ce_2: 0.2678 loss_bbox_2: 0.1755 loss_giou_2: 0.3152 loss_ce_3: 0.2319 loss_bbox_3: 0.1703 loss_giou_3: 0.3041 loss_ce_4: 0.2197 loss_bbox_4: 0.1645 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:04] d2.utils.events INFO: eta: 7:45:12 iter: 350879 total_loss: 5.28 loss_ce: 0.235 loss_bbox: 0.1747 loss_giou: 0.316 loss_ce_0: 0.4519 loss_bbox_0: 0.289 loss_giou_0: 0.4706 loss_ce_1: 0.351 loss_bbox_1: 0.1997 loss_giou_1: 0.3615 loss_ce_2: 0.2787 loss_bbox_2: 0.1815 loss_giou_2: 0.3371 loss_ce_3: 0.2538 loss_bbox_3: 0.1773 loss_giou_3: 0.3231 loss_ce_4: 0.2421 loss_bbox_4: 0.1705 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:10] d2.utils.events INFO: eta: 7:45:06 iter: 350899 total_loss: 5.197 loss_ce: 0.2461 loss_bbox: 0.1685 loss_giou: 0.3165 loss_ce_0: 0.4504 loss_bbox_0: 0.2851 loss_giou_0: 0.4791 loss_ce_1: 0.3541 loss_bbox_1: 0.1999 loss_giou_1: 0.3678 loss_ce_2: 0.2881 loss_bbox_2: 0.1755 loss_giou_2: 0.3306 loss_ce_3: 0.2582 loss_bbox_3: 0.1694 loss_giou_3: 0.3259 loss_ce_4: 0.2547 loss_bbox_4: 0.1694 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:15] d2.utils.events INFO: eta: 7:44:58 iter: 350919 total_loss: 5.112 loss_ce: 0.2398 loss_bbox: 0.1539 loss_giou: 0.3188 loss_ce_0: 0.4491 loss_bbox_0: 0.2658 loss_giou_0: 0.5029 loss_ce_1: 0.3367 loss_bbox_1: 0.1802 loss_giou_1: 0.3731 loss_ce_2: 0.2771 loss_bbox_2: 0.1643 loss_giou_2: 0.33 loss_ce_3: 0.2387 loss_bbox_3: 0.1597 loss_giou_3: 0.3322 loss_ce_4: 0.2428 loss_bbox_4: 0.1568 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:21] d2.utils.events INFO: eta: 7:45:00 iter: 350939 total_loss: 4.963 loss_ce: 0.2153 loss_bbox: 0.1591 loss_giou: 0.3095 loss_ce_0: 0.4476 loss_bbox_0: 0.2787 loss_giou_0: 0.462 loss_ce_1: 0.3141 loss_bbox_1: 0.1949 loss_giou_1: 0.352 loss_ce_2: 0.264 loss_bbox_2: 0.1791 loss_giou_2: 0.3335 loss_ce_3: 0.2325 loss_bbox_3: 0.1664 loss_giou_3: 0.3233 loss_ce_4: 0.2229 loss_bbox_4: 0.1593 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:27] d2.utils.events INFO: eta: 7:44:53 iter: 350959 total_loss: 5.073 loss_ce: 0.2371 loss_bbox: 0.1674 loss_giou: 0.315 loss_ce_0: 0.4582 loss_bbox_0: 0.2803 loss_giou_0: 0.4994 loss_ce_1: 0.3549 loss_bbox_1: 0.2008 loss_giou_1: 0.3635 loss_ce_2: 0.2892 loss_bbox_2: 0.1807 loss_giou_2: 0.3287 loss_ce_3: 0.2576 loss_bbox_3: 0.1751 loss_giou_3: 0.3201 loss_ce_4: 0.2429 loss_bbox_4: 0.1674 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:33] d2.utils.events INFO: eta: 7:44:51 iter: 350979 total_loss: 5.332 loss_ce: 0.2429 loss_bbox: 0.1784 loss_giou: 0.3261 loss_ce_0: 0.4585 loss_bbox_0: 0.287 loss_giou_0: 0.4997 loss_ce_1: 0.3492 loss_bbox_1: 0.2049 loss_giou_1: 0.3738 loss_ce_2: 0.2837 loss_bbox_2: 0.1882 loss_giou_2: 0.3421 loss_ce_3: 0.2545 loss_bbox_3: 0.1825 loss_giou_3: 0.3323 loss_ce_4: 0.2425 loss_bbox_4: 0.1818 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:39] d2.utils.events INFO: eta: 7:45:00 iter: 350999 total_loss: 4.94 loss_ce: 0.2198 loss_bbox: 0.1608 loss_giou: 0.3095 loss_ce_0: 0.4387 loss_bbox_0: 0.2735 loss_giou_0: 0.4844 loss_ce_1: 0.3389 loss_bbox_1: 0.1895 loss_giou_1: 0.3552 loss_ce_2: 0.2707 loss_bbox_2: 0.1686 loss_giou_2: 0.3231 loss_ce_3: 0.233 loss_bbox_3: 0.1662 loss_giou_3: 0.3138 loss_ce_4: 0.2199 loss_bbox_4: 0.1641 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:44] d2.utils.events INFO: eta: 7:44:54 iter: 351019 total_loss: 4.74 loss_ce: 0.2125 loss_bbox: 0.1509 loss_giou: 0.2881 loss_ce_0: 0.4577 loss_bbox_0: 0.2633 loss_giou_0: 0.4553 loss_ce_1: 0.3369 loss_bbox_1: 0.1834 loss_giou_1: 0.3492 loss_ce_2: 0.2696 loss_bbox_2: 0.1659 loss_giou_2: 0.3129 loss_ce_3: 0.2274 loss_bbox_3: 0.1605 loss_giou_3: 0.2987 loss_ce_4: 0.213 loss_bbox_4: 0.1576 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:50] d2.utils.events INFO: eta: 7:44:43 iter: 351039 total_loss: 5.061 loss_ce: 0.2256 loss_bbox: 0.169 loss_giou: 0.3197 loss_ce_0: 0.4611 loss_bbox_0: 0.2864 loss_giou_0: 0.4755 loss_ce_1: 0.3465 loss_bbox_1: 0.2059 loss_giou_1: 0.3675 loss_ce_2: 0.2743 loss_bbox_2: 0.1882 loss_giou_2: 0.3331 loss_ce_3: 0.2379 loss_bbox_3: 0.1787 loss_giou_3: 0.3222 loss_ce_4: 0.2252 loss_bbox_4: 0.1763 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 17:51:56] d2.utils.events INFO: eta: 7:44:28 iter: 351059 total_loss: 5.109 loss_ce: 0.2439 loss_bbox: 0.1634 loss_giou: 0.301 loss_ce_0: 0.4816 loss_bbox_0: 0.2841 loss_giou_0: 0.4842 loss_ce_1: 0.3653 loss_bbox_1: 0.1895 loss_giou_1: 0.3335 loss_ce_2: 0.297 loss_bbox_2: 0.1782 loss_giou_2: 0.32 loss_ce_3: 0.2647 loss_bbox_3: 0.1713 loss_giou_3: 0.308 loss_ce_4: 0.2496 loss_bbox_4: 0.1673 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:01] d2.utils.events INFO: eta: 7:44:31 iter: 351079 total_loss: 5.104 loss_ce: 0.2226 loss_bbox: 0.1665 loss_giou: 0.3185 loss_ce_0: 0.4524 loss_bbox_0: 0.2798 loss_giou_0: 0.4944 loss_ce_1: 0.3358 loss_bbox_1: 0.1942 loss_giou_1: 0.3702 loss_ce_2: 0.2771 loss_bbox_2: 0.1793 loss_giou_2: 0.3397 loss_ce_3: 0.24 loss_bbox_3: 0.1689 loss_giou_3: 0.3302 loss_ce_4: 0.2316 loss_bbox_4: 0.168 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:07] d2.utils.events INFO: eta: 7:44:31 iter: 351099 total_loss: 5.141 loss_ce: 0.2373 loss_bbox: 0.1805 loss_giou: 0.3041 loss_ce_0: 0.4731 loss_bbox_0: 0.2911 loss_giou_0: 0.4517 loss_ce_1: 0.3499 loss_bbox_1: 0.2065 loss_giou_1: 0.3383 loss_ce_2: 0.2874 loss_bbox_2: 0.1908 loss_giou_2: 0.3144 loss_ce_3: 0.2547 loss_bbox_3: 0.1821 loss_giou_3: 0.3111 loss_ce_4: 0.2476 loss_bbox_4: 0.1839 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:13] d2.utils.events INFO: eta: 7:44:26 iter: 351119 total_loss: 4.993 loss_ce: 0.2294 loss_bbox: 0.1555 loss_giou: 0.3127 loss_ce_0: 0.452 loss_bbox_0: 0.262 loss_giou_0: 0.4861 loss_ce_1: 0.3298 loss_bbox_1: 0.1859 loss_giou_1: 0.3568 loss_ce_2: 0.2686 loss_bbox_2: 0.1684 loss_giou_2: 0.331 loss_ce_3: 0.2368 loss_bbox_3: 0.1618 loss_giou_3: 0.3191 loss_ce_4: 0.229 loss_bbox_4: 0.1601 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:18] d2.utils.events INFO: eta: 7:44:15 iter: 351139 total_loss: 5.078 loss_ce: 0.2327 loss_bbox: 0.1628 loss_giou: 0.3054 loss_ce_0: 0.4576 loss_bbox_0: 0.2922 loss_giou_0: 0.5002 loss_ce_1: 0.3525 loss_bbox_1: 0.1905 loss_giou_1: 0.357 loss_ce_2: 0.289 loss_bbox_2: 0.1732 loss_giou_2: 0.3212 loss_ce_3: 0.2541 loss_bbox_3: 0.1682 loss_giou_3: 0.3123 loss_ce_4: 0.2409 loss_bbox_4: 0.163 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:24] d2.utils.events INFO: eta: 7:44:15 iter: 351159 total_loss: 5.184 loss_ce: 0.2338 loss_bbox: 0.1609 loss_giou: 0.3121 loss_ce_0: 0.4522 loss_bbox_0: 0.2795 loss_giou_0: 0.4796 loss_ce_1: 0.3457 loss_bbox_1: 0.1958 loss_giou_1: 0.3557 loss_ce_2: 0.2835 loss_bbox_2: 0.1752 loss_giou_2: 0.3289 loss_ce_3: 0.2552 loss_bbox_3: 0.1667 loss_giou_3: 0.3168 loss_ce_4: 0.2386 loss_bbox_4: 0.162 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0333 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:30] d2.utils.events INFO: eta: 7:44:09 iter: 351179 total_loss: 4.854 loss_ce: 0.2242 loss_bbox: 0.1639 loss_giou: 0.3141 loss_ce_0: 0.4437 loss_bbox_0: 0.2752 loss_giou_0: 0.4726 loss_ce_1: 0.3294 loss_bbox_1: 0.1907 loss_giou_1: 0.3492 loss_ce_2: 0.2763 loss_bbox_2: 0.1747 loss_giou_2: 0.326 loss_ce_3: 0.249 loss_bbox_3: 0.1715 loss_giou_3: 0.3201 loss_ce_4: 0.2294 loss_bbox_4: 0.1661 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:35] d2.utils.events INFO: eta: 7:44:06 iter: 351199 total_loss: 5.348 loss_ce: 0.2459 loss_bbox: 0.168 loss_giou: 0.304 loss_ce_0: 0.4634 loss_bbox_0: 0.2801 loss_giou_0: 0.4689 loss_ce_1: 0.3527 loss_bbox_1: 0.1995 loss_giou_1: 0.3554 loss_ce_2: 0.2989 loss_bbox_2: 0.1833 loss_giou_2: 0.3294 loss_ce_3: 0.2632 loss_bbox_3: 0.1797 loss_giou_3: 0.3176 loss_ce_4: 0.2473 loss_bbox_4: 0.1739 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:41] d2.utils.events INFO: eta: 7:44:00 iter: 351219 total_loss: 5.042 loss_ce: 0.2333 loss_bbox: 0.1688 loss_giou: 0.3309 loss_ce_0: 0.4375 loss_bbox_0: 0.2825 loss_giou_0: 0.512 loss_ce_1: 0.3395 loss_bbox_1: 0.2025 loss_giou_1: 0.3685 loss_ce_2: 0.2746 loss_bbox_2: 0.1822 loss_giou_2: 0.3444 loss_ce_3: 0.2446 loss_bbox_3: 0.1721 loss_giou_3: 0.3383 loss_ce_4: 0.2299 loss_bbox_4: 0.1744 loss_giou_4: 0.338 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:47] d2.utils.events INFO: eta: 7:43:54 iter: 351239 total_loss: 5.049 loss_ce: 0.2283 loss_bbox: 0.1649 loss_giou: 0.3157 loss_ce_0: 0.4504 loss_bbox_0: 0.2761 loss_giou_0: 0.4669 loss_ce_1: 0.3292 loss_bbox_1: 0.187 loss_giou_1: 0.3499 loss_ce_2: 0.2681 loss_bbox_2: 0.1719 loss_giou_2: 0.3331 loss_ce_3: 0.2415 loss_bbox_3: 0.1714 loss_giou_3: 0.3235 loss_ce_4: 0.2298 loss_bbox_4: 0.1643 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:53] d2.utils.events INFO: eta: 7:44:03 iter: 351259 total_loss: 4.933 loss_ce: 0.2264 loss_bbox: 0.1696 loss_giou: 0.3073 loss_ce_0: 0.4365 loss_bbox_0: 0.272 loss_giou_0: 0.4709 loss_ce_1: 0.3171 loss_bbox_1: 0.1969 loss_giou_1: 0.3543 loss_ce_2: 0.2707 loss_bbox_2: 0.1774 loss_giou_2: 0.3284 loss_ce_3: 0.2328 loss_bbox_3: 0.1721 loss_giou_3: 0.3146 loss_ce_4: 0.2279 loss_bbox_4: 0.1703 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 17:52:58] d2.utils.events INFO: eta: 7:44:10 iter: 351279 total_loss: 5.412 loss_ce: 0.2375 loss_bbox: 0.1752 loss_giou: 0.3319 loss_ce_0: 0.4594 loss_bbox_0: 0.3012 loss_giou_0: 0.5169 loss_ce_1: 0.3561 loss_bbox_1: 0.2059 loss_giou_1: 0.3761 loss_ce_2: 0.2947 loss_bbox_2: 0.1883 loss_giou_2: 0.3501 loss_ce_3: 0.2628 loss_bbox_3: 0.1809 loss_giou_3: 0.3402 loss_ce_4: 0.2511 loss_bbox_4: 0.1759 loss_giou_4: 0.3398 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:04] d2.utils.events INFO: eta: 7:44:06 iter: 351299 total_loss: 5.049 loss_ce: 0.2182 loss_bbox: 0.1737 loss_giou: 0.3054 loss_ce_0: 0.4416 loss_bbox_0: 0.2837 loss_giou_0: 0.4554 loss_ce_1: 0.3327 loss_bbox_1: 0.2047 loss_giou_1: 0.3566 loss_ce_2: 0.2646 loss_bbox_2: 0.1818 loss_giou_2: 0.321 loss_ce_3: 0.2311 loss_bbox_3: 0.1736 loss_giou_3: 0.3178 loss_ce_4: 0.2249 loss_bbox_4: 0.1759 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:10] d2.utils.events INFO: eta: 7:43:59 iter: 351319 total_loss: 4.962 loss_ce: 0.2397 loss_bbox: 0.1725 loss_giou: 0.2944 loss_ce_0: 0.4528 loss_bbox_0: 0.2859 loss_giou_0: 0.4617 loss_ce_1: 0.3461 loss_bbox_1: 0.1933 loss_giou_1: 0.3345 loss_ce_2: 0.2853 loss_bbox_2: 0.1771 loss_giou_2: 0.3099 loss_ce_3: 0.2524 loss_bbox_3: 0.1727 loss_giou_3: 0.3052 loss_ce_4: 0.2372 loss_bbox_4: 0.1695 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:16] d2.utils.events INFO: eta: 7:43:55 iter: 351339 total_loss: 5.066 loss_ce: 0.2264 loss_bbox: 0.1686 loss_giou: 0.3166 loss_ce_0: 0.4449 loss_bbox_0: 0.2756 loss_giou_0: 0.498 loss_ce_1: 0.3292 loss_bbox_1: 0.1939 loss_giou_1: 0.3588 loss_ce_2: 0.2719 loss_bbox_2: 0.1799 loss_giou_2: 0.3302 loss_ce_3: 0.2448 loss_bbox_3: 0.1734 loss_giou_3: 0.3247 loss_ce_4: 0.2261 loss_bbox_4: 0.1714 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:21] d2.utils.events INFO: eta: 7:44:01 iter: 351359 total_loss: 4.778 loss_ce: 0.2085 loss_bbox: 0.154 loss_giou: 0.3148 loss_ce_0: 0.4507 loss_bbox_0: 0.266 loss_giou_0: 0.4634 loss_ce_1: 0.3344 loss_bbox_1: 0.1857 loss_giou_1: 0.3401 loss_ce_2: 0.271 loss_bbox_2: 0.1666 loss_giou_2: 0.3354 loss_ce_3: 0.2272 loss_bbox_3: 0.1596 loss_giou_3: 0.3174 loss_ce_4: 0.2113 loss_bbox_4: 0.1547 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:27] d2.utils.events INFO: eta: 7:43:53 iter: 351379 total_loss: 5.132 loss_ce: 0.2301 loss_bbox: 0.1659 loss_giou: 0.3185 loss_ce_0: 0.4538 loss_bbox_0: 0.2769 loss_giou_0: 0.486 loss_ce_1: 0.3428 loss_bbox_1: 0.1941 loss_giou_1: 0.3625 loss_ce_2: 0.2729 loss_bbox_2: 0.182 loss_giou_2: 0.3339 loss_ce_3: 0.2456 loss_bbox_3: 0.1744 loss_giou_3: 0.3269 loss_ce_4: 0.2352 loss_bbox_4: 0.1696 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:33] d2.utils.events INFO: eta: 7:43:45 iter: 351399 total_loss: 4.955 loss_ce: 0.2219 loss_bbox: 0.164 loss_giou: 0.3078 loss_ce_0: 0.4512 loss_bbox_0: 0.2771 loss_giou_0: 0.4761 loss_ce_1: 0.3312 loss_bbox_1: 0.1872 loss_giou_1: 0.3378 loss_ce_2: 0.2713 loss_bbox_2: 0.1721 loss_giou_2: 0.3224 loss_ce_3: 0.2383 loss_bbox_3: 0.1663 loss_giou_3: 0.3146 loss_ce_4: 0.2256 loss_bbox_4: 0.1634 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0326 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:39] d2.utils.events INFO: eta: 7:43:34 iter: 351419 total_loss: 4.951 loss_ce: 0.217 loss_bbox: 0.159 loss_giou: 0.2963 loss_ce_0: 0.445 loss_bbox_0: 0.2752 loss_giou_0: 0.4903 loss_ce_1: 0.3289 loss_bbox_1: 0.1928 loss_giou_1: 0.3639 loss_ce_2: 0.2603 loss_bbox_2: 0.1713 loss_giou_2: 0.335 loss_ce_3: 0.2314 loss_bbox_3: 0.1685 loss_giou_3: 0.3167 loss_ce_4: 0.2214 loss_bbox_4: 0.161 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:44] d2.utils.events INFO: eta: 7:43:30 iter: 351439 total_loss: 5.047 loss_ce: 0.2181 loss_bbox: 0.1667 loss_giou: 0.319 loss_ce_0: 0.4494 loss_bbox_0: 0.2853 loss_giou_0: 0.4778 loss_ce_1: 0.332 loss_bbox_1: 0.1965 loss_giou_1: 0.3572 loss_ce_2: 0.2604 loss_bbox_2: 0.1805 loss_giou_2: 0.3317 loss_ce_3: 0.2325 loss_bbox_3: 0.1707 loss_giou_3: 0.3243 loss_ce_4: 0.2228 loss_bbox_4: 0.166 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:50] d2.utils.events INFO: eta: 7:43:17 iter: 351459 total_loss: 4.946 loss_ce: 0.2102 loss_bbox: 0.1724 loss_giou: 0.3096 loss_ce_0: 0.4572 loss_bbox_0: 0.2908 loss_giou_0: 0.4887 loss_ce_1: 0.3333 loss_bbox_1: 0.2107 loss_giou_1: 0.3694 loss_ce_2: 0.2634 loss_bbox_2: 0.1877 loss_giou_2: 0.3388 loss_ce_3: 0.2303 loss_bbox_3: 0.1835 loss_giou_3: 0.3187 loss_ce_4: 0.2136 loss_bbox_4: 0.1805 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 17:53:56] d2.utils.events INFO: eta: 7:43:09 iter: 351479 total_loss: 4.951 loss_ce: 0.2173 loss_bbox: 0.1554 loss_giou: 0.3111 loss_ce_0: 0.4466 loss_bbox_0: 0.2727 loss_giou_0: 0.465 loss_ce_1: 0.3356 loss_bbox_1: 0.188 loss_giou_1: 0.3497 loss_ce_2: 0.2644 loss_bbox_2: 0.1771 loss_giou_2: 0.3322 loss_ce_3: 0.2368 loss_bbox_3: 0.1644 loss_giou_3: 0.3188 loss_ce_4: 0.2198 loss_bbox_4: 0.1591 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:01] d2.utils.events INFO: eta: 7:42:55 iter: 351499 total_loss: 5.27 loss_ce: 0.2338 loss_bbox: 0.1763 loss_giou: 0.3104 loss_ce_0: 0.4637 loss_bbox_0: 0.2743 loss_giou_0: 0.4738 loss_ce_1: 0.348 loss_bbox_1: 0.199 loss_giou_1: 0.3379 loss_ce_2: 0.2899 loss_bbox_2: 0.1885 loss_giou_2: 0.3175 loss_ce_3: 0.2509 loss_bbox_3: 0.1788 loss_giou_3: 0.3166 loss_ce_4: 0.2402 loss_bbox_4: 0.178 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:07] d2.utils.events INFO: eta: 7:42:41 iter: 351519 total_loss: 4.976 loss_ce: 0.2305 loss_bbox: 0.151 loss_giou: 0.3012 loss_ce_0: 0.4533 loss_bbox_0: 0.2728 loss_giou_0: 0.493 loss_ce_1: 0.3542 loss_bbox_1: 0.1812 loss_giou_1: 0.3568 loss_ce_2: 0.2929 loss_bbox_2: 0.1655 loss_giou_2: 0.3315 loss_ce_3: 0.2513 loss_bbox_3: 0.1599 loss_giou_3: 0.3202 loss_ce_4: 0.2373 loss_bbox_4: 0.1548 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:13] d2.utils.events INFO: eta: 7:42:52 iter: 351539 total_loss: 5.11 loss_ce: 0.2252 loss_bbox: 0.159 loss_giou: 0.3072 loss_ce_0: 0.4577 loss_bbox_0: 0.27 loss_giou_0: 0.4714 loss_ce_1: 0.3309 loss_bbox_1: 0.2018 loss_giou_1: 0.3529 loss_ce_2: 0.2776 loss_bbox_2: 0.1764 loss_giou_2: 0.3333 loss_ce_3: 0.2472 loss_bbox_3: 0.1689 loss_giou_3: 0.3202 loss_ce_4: 0.2284 loss_bbox_4: 0.1613 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:18] d2.utils.events INFO: eta: 7:42:48 iter: 351559 total_loss: 5.301 loss_ce: 0.2476 loss_bbox: 0.1608 loss_giou: 0.3287 loss_ce_0: 0.4616 loss_bbox_0: 0.2803 loss_giou_0: 0.5128 loss_ce_1: 0.3474 loss_bbox_1: 0.1943 loss_giou_1: 0.3695 loss_ce_2: 0.2847 loss_bbox_2: 0.1719 loss_giou_2: 0.3475 loss_ce_3: 0.2602 loss_bbox_3: 0.1657 loss_giou_3: 0.3371 loss_ce_4: 0.2467 loss_bbox_4: 0.1641 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:24] d2.utils.events INFO: eta: 7:42:47 iter: 351579 total_loss: 5.025 loss_ce: 0.233 loss_bbox: 0.164 loss_giou: 0.3023 loss_ce_0: 0.4511 loss_bbox_0: 0.2828 loss_giou_0: 0.4587 loss_ce_1: 0.3262 loss_bbox_1: 0.1924 loss_giou_1: 0.3504 loss_ce_2: 0.2554 loss_bbox_2: 0.1739 loss_giou_2: 0.3245 loss_ce_3: 0.2355 loss_bbox_3: 0.1698 loss_giou_3: 0.3121 loss_ce_4: 0.2323 loss_bbox_4: 0.1662 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:30] d2.utils.events INFO: eta: 7:42:43 iter: 351599 total_loss: 5.36 loss_ce: 0.2532 loss_bbox: 0.179 loss_giou: 0.333 loss_ce_0: 0.468 loss_bbox_0: 0.2832 loss_giou_0: 0.5237 loss_ce_1: 0.3495 loss_bbox_1: 0.2076 loss_giou_1: 0.3955 loss_ce_2: 0.2911 loss_bbox_2: 0.1916 loss_giou_2: 0.3639 loss_ce_3: 0.2635 loss_bbox_3: 0.1846 loss_giou_3: 0.3469 loss_ce_4: 0.2435 loss_bbox_4: 0.1803 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:36] d2.utils.events INFO: eta: 7:42:34 iter: 351619 total_loss: 5.047 loss_ce: 0.2254 loss_bbox: 0.1581 loss_giou: 0.3226 loss_ce_0: 0.4404 loss_bbox_0: 0.2858 loss_giou_0: 0.5161 loss_ce_1: 0.3266 loss_bbox_1: 0.1975 loss_giou_1: 0.3845 loss_ce_2: 0.2563 loss_bbox_2: 0.1821 loss_giou_2: 0.3483 loss_ce_3: 0.2353 loss_bbox_3: 0.1642 loss_giou_3: 0.338 loss_ce_4: 0.2261 loss_bbox_4: 0.163 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:41] d2.utils.events INFO: eta: 7:42:19 iter: 351639 total_loss: 4.926 loss_ce: 0.2103 loss_bbox: 0.1588 loss_giou: 0.3036 loss_ce_0: 0.4329 loss_bbox_0: 0.284 loss_giou_0: 0.4659 loss_ce_1: 0.3143 loss_bbox_1: 0.1857 loss_giou_1: 0.3393 loss_ce_2: 0.2602 loss_bbox_2: 0.1722 loss_giou_2: 0.3176 loss_ce_3: 0.227 loss_bbox_3: 0.1684 loss_giou_3: 0.3148 loss_ce_4: 0.2069 loss_bbox_4: 0.1599 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:47] d2.utils.events INFO: eta: 7:42:20 iter: 351659 total_loss: 4.736 loss_ce: 0.2215 loss_bbox: 0.1547 loss_giou: 0.2985 loss_ce_0: 0.4307 loss_bbox_0: 0.2622 loss_giou_0: 0.4522 loss_ce_1: 0.3216 loss_bbox_1: 0.1838 loss_giou_1: 0.3352 loss_ce_2: 0.2672 loss_bbox_2: 0.1664 loss_giou_2: 0.3155 loss_ce_3: 0.2354 loss_bbox_3: 0.1606 loss_giou_3: 0.3096 loss_ce_4: 0.2246 loss_bbox_4: 0.1565 loss_giou_4: 0.2983 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:53] d2.utils.events INFO: eta: 7:42:13 iter: 351679 total_loss: 5.029 loss_ce: 0.2102 loss_bbox: 0.1677 loss_giou: 0.3222 loss_ce_0: 0.4354 loss_bbox_0: 0.2719 loss_giou_0: 0.4875 loss_ce_1: 0.3376 loss_bbox_1: 0.1902 loss_giou_1: 0.3737 loss_ce_2: 0.2806 loss_bbox_2: 0.1754 loss_giou_2: 0.3436 loss_ce_3: 0.2369 loss_bbox_3: 0.1729 loss_giou_3: 0.3261 loss_ce_4: 0.2254 loss_bbox_4: 0.1689 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 17:54:58] d2.utils.events INFO: eta: 7:42:09 iter: 351699 total_loss: 5.173 loss_ce: 0.218 loss_bbox: 0.1596 loss_giou: 0.3295 loss_ce_0: 0.4555 loss_bbox_0: 0.2829 loss_giou_0: 0.5235 loss_ce_1: 0.345 loss_bbox_1: 0.1887 loss_giou_1: 0.3812 loss_ce_2: 0.2795 loss_bbox_2: 0.1693 loss_giou_2: 0.3544 loss_ce_3: 0.2399 loss_bbox_3: 0.1654 loss_giou_3: 0.3363 loss_ce_4: 0.2244 loss_bbox_4: 0.1604 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 17:55:04] d2.utils.events INFO: eta: 7:42:03 iter: 351719 total_loss: 5.367 loss_ce: 0.2354 loss_bbox: 0.1697 loss_giou: 0.3209 loss_ce_0: 0.4565 loss_bbox_0: 0.2952 loss_giou_0: 0.4929 loss_ce_1: 0.3546 loss_bbox_1: 0.2062 loss_giou_1: 0.369 loss_ce_2: 0.2919 loss_bbox_2: 0.1876 loss_giou_2: 0.3418 loss_ce_3: 0.2458 loss_bbox_3: 0.1747 loss_giou_3: 0.3291 loss_ce_4: 0.2306 loss_bbox_4: 0.1741 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 17:55:10] d2.utils.events INFO: eta: 7:42:04 iter: 351739 total_loss: 5.015 loss_ce: 0.2272 loss_bbox: 0.1655 loss_giou: 0.3095 loss_ce_0: 0.4349 loss_bbox_0: 0.273 loss_giou_0: 0.4582 loss_ce_1: 0.3405 loss_bbox_1: 0.1951 loss_giou_1: 0.3504 loss_ce_2: 0.2663 loss_bbox_2: 0.1842 loss_giou_2: 0.3214 loss_ce_3: 0.247 loss_bbox_3: 0.1735 loss_giou_3: 0.317 loss_ce_4: 0.2407 loss_bbox_4: 0.1664 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 17:55:15] d2.utils.events INFO: eta: 7:41:58 iter: 351759 total_loss: 5.112 loss_ce: 0.2278 loss_bbox: 0.1603 loss_giou: 0.3174 loss_ce_0: 0.4448 loss_bbox_0: 0.2761 loss_giou_0: 0.4953 loss_ce_1: 0.3451 loss_bbox_1: 0.1958 loss_giou_1: 0.3631 loss_ce_2: 0.2825 loss_bbox_2: 0.176 loss_giou_2: 0.3341 loss_ce_3: 0.2517 loss_bbox_3: 0.1693 loss_giou_3: 0.3209 loss_ce_4: 0.2387 loss_bbox_4: 0.1652 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0317 lr: 2.5e-06 max_mem: 5427M [11/03 17:55:21] d2.utils.events INFO: eta: 7:41:51 iter: 351779 total_loss: 5.025 loss_ce: 0.222 loss_bbox: 0.1589 loss_giou: 0.3076 loss_ce_0: 0.4488 loss_bbox_0: 0.2676 loss_giou_0: 0.4662 loss_ce_1: 0.3297 loss_bbox_1: 0.186 loss_giou_1: 0.3393 loss_ce_2: 0.2766 loss_bbox_2: 0.1723 loss_giou_2: 0.3213 loss_ce_3: 0.2366 loss_bbox_3: 0.168 loss_giou_3: 0.3152 loss_ce_4: 0.2249 loss_bbox_4: 0.1616 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 17:55:27] d2.utils.events INFO: eta: 7:41:47 iter: 351799 total_loss: 5.362 loss_ce: 0.2311 loss_bbox: 0.1704 loss_giou: 0.3275 loss_ce_0: 0.4564 loss_bbox_0: 0.2847 loss_giou_0: 0.5083 loss_ce_1: 0.3558 loss_bbox_1: 0.2055 loss_giou_1: 0.3799 loss_ce_2: 0.2994 loss_bbox_2: 0.1816 loss_giou_2: 0.3517 loss_ce_3: 0.2517 loss_bbox_3: 0.1752 loss_giou_3: 0.3415 loss_ce_4: 0.2364 loss_bbox_4: 0.1766 loss_giou_4: 0.3337 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 17:55:32] d2.utils.events INFO: eta: 7:41:41 iter: 351819 total_loss: 5.046 loss_ce: 0.2469 loss_bbox: 0.1583 loss_giou: 0.3177 loss_ce_0: 0.4596 loss_bbox_0: 0.2867 loss_giou_0: 0.4815 loss_ce_1: 0.3603 loss_bbox_1: 0.1941 loss_giou_1: 0.3614 loss_ce_2: 0.2999 loss_bbox_2: 0.1724 loss_giou_2: 0.3276 loss_ce_3: 0.2698 loss_bbox_3: 0.1723 loss_giou_3: 0.327 loss_ce_4: 0.2541 loss_bbox_4: 0.1639 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 17:55:39] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 17:55:39] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 17:55:39] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 17:55:39] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 17:55:39] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 17:55:40] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 17:55:46] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0427 s/iter. Eval: 0.0003 s/iter. Total: 0.0440 s/iter. ETA=0:00:27 [11/03 17:55:51] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0029 s/iter. Inference: 0.0487 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:26 [11/03 17:55:56] d2.evaluation.evaluator INFO: Inference done 206/625. Dataloading: 0.0029 s/iter. Inference: 0.0480 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:21 [11/03 17:56:01] d2.evaluation.evaluator INFO: Inference done 281/625. Dataloading: 0.0030 s/iter. Inference: 0.0488 s/iter. Eval: 0.0038 s/iter. Total: 0.0557 s/iter. ETA=0:00:19 [11/03 17:56:06] d2.evaluation.evaluator INFO: Inference done 377/625. Dataloading: 0.0028 s/iter. Inference: 0.0489 s/iter. Eval: 0.0029 s/iter. Total: 0.0547 s/iter. ETA=0:00:13 [11/03 17:56:11] d2.evaluation.evaluator INFO: Inference done 471/625. Dataloading: 0.0029 s/iter. Inference: 0.0491 s/iter. Eval: 0.0024 s/iter. Total: 0.0545 s/iter. ETA=0:00:08 [11/03 17:56:16] d2.evaluation.evaluator INFO: Inference done 571/625. Dataloading: 0.0029 s/iter. Inference: 0.0487 s/iter. Eval: 0.0020 s/iter. Total: 0.0537 s/iter. ETA=0:00:02 [11/03 17:56:20] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.529795 (0.054080 s / iter per device, on 8 devices) [11/03 17:56:20] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048637 s / iter per device, on 8 devices) [11/03 17:56:30] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 17:56:30] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 17:56:32] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 17:56:36] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 17:56:50] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.92 seconds. [11/03 17:56:51] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 17:56:52] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.63 seconds. [11/03 17:56:52] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 43.995 | 63.310 | 47.124 | 26.488 | 46.919 | 59.554 | [11/03 17:56:52] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.047 | bicycle | 30.579 | car | 44.449 | | motorcycle | 45.020 | airplane | 67.326 | bus | 66.653 | | train | 64.926 | truck | 39.333 | boat | 27.074 | | traffic light | 28.582 | fire hydrant | 71.485 | stop sign | 69.079 | | parking meter | 46.139 | bench | 26.864 | bird | 38.429 | | cat | 72.019 | dog | 68.169 | horse | 61.608 | | sheep | 52.139 | cow | 61.065 | elephant | 65.669 | | bear | 75.134 | zebra | 68.413 | giraffe | 67.389 | | backpack | 16.730 | umbrella | 38.669 | handbag | 16.582 | | tie | 34.660 | suitcase | 43.914 | frisbee | 69.092 | | skis | 27.002 | snowboard | 47.179 | sports ball | 48.967 | | kite | 47.212 | baseball bat | 34.131 | baseball glove | 39.166 | | skateboard | 53.315 | surfboard | 40.512 | tennis racket | 51.663 | | bottle | 39.195 | wine glass | 35.599 | cup | 43.078 | | fork | 36.003 | knife | 19.022 | spoon | 20.451 | | bowl | 44.264 | banana | 24.421 | apple | 20.513 | | sandwich | 39.361 | orange | 32.291 | broccoli | 20.728 | | carrot | 22.706 | hot dog | 39.592 | pizza | 55.705 | | donut | 48.970 | cake | 37.791 | chair | 27.733 | | couch | 46.626 | potted plant | 28.038 | bed | 52.026 | | dining table | 30.543 | toilet | 62.976 | tv | 57.143 | | laptop | 61.790 | mouse | 59.266 | remote | 34.922 | | keyboard | 52.174 | cell phone | 38.874 | microwave | 64.556 | | oven | 35.828 | toaster | 38.503 | sink | 37.893 | | refrigerator | 61.103 | book | 13.403 | clock | 50.552 | | vase | 40.634 | scissors | 35.698 | teddy bear | 48.434 | | hair drier | 8.676 | toothbrush | 31.124 | | | [11/03 17:56:53] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 17:56:53] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 17:56:53] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 17:56:53] d2.evaluation.testing INFO: copypaste: 43.9949,63.3104,47.1238,26.4877,46.9194,59.5541 [11/03 17:56:53] d2.utils.events INFO: eta: 7:41:37 iter: 351839 total_loss: 5.197 loss_ce: 0.2152 loss_bbox: 0.1634 loss_giou: 0.3129 loss_ce_0: 0.4557 loss_bbox_0: 0.2664 loss_giou_0: 0.486 loss_ce_1: 0.3266 loss_bbox_1: 0.188 loss_giou_1: 0.352 loss_ce_2: 0.2641 loss_bbox_2: 0.1738 loss_giou_2: 0.3364 loss_ce_3: 0.2258 loss_bbox_3: 0.1717 loss_giou_3: 0.325 loss_ce_4: 0.2211 loss_bbox_4: 0.1668 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 17:56:59] d2.utils.events INFO: eta: 7:41:30 iter: 351859 total_loss: 5.02 loss_ce: 0.2289 loss_bbox: 0.1605 loss_giou: 0.3109 loss_ce_0: 0.4649 loss_bbox_0: 0.2799 loss_giou_0: 0.4929 loss_ce_1: 0.35 loss_bbox_1: 0.191 loss_giou_1: 0.3699 loss_ce_2: 0.2859 loss_bbox_2: 0.1756 loss_giou_2: 0.3347 loss_ce_3: 0.2482 loss_bbox_3: 0.1667 loss_giou_3: 0.3257 loss_ce_4: 0.2432 loss_bbox_4: 0.163 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:05] d2.utils.events INFO: eta: 7:41:24 iter: 351879 total_loss: 4.873 loss_ce: 0.2281 loss_bbox: 0.1542 loss_giou: 0.3075 loss_ce_0: 0.4509 loss_bbox_0: 0.2714 loss_giou_0: 0.4868 loss_ce_1: 0.3294 loss_bbox_1: 0.182 loss_giou_1: 0.3449 loss_ce_2: 0.2758 loss_bbox_2: 0.1697 loss_giou_2: 0.3192 loss_ce_3: 0.2419 loss_bbox_3: 0.1585 loss_giou_3: 0.3088 loss_ce_4: 0.2308 loss_bbox_4: 0.1535 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:10] d2.utils.events INFO: eta: 7:41:17 iter: 351899 total_loss: 4.941 loss_ce: 0.2389 loss_bbox: 0.1593 loss_giou: 0.306 loss_ce_0: 0.4598 loss_bbox_0: 0.2857 loss_giou_0: 0.492 loss_ce_1: 0.3428 loss_bbox_1: 0.1966 loss_giou_1: 0.3651 loss_ce_2: 0.2849 loss_bbox_2: 0.1776 loss_giou_2: 0.3341 loss_ce_3: 0.2551 loss_bbox_3: 0.1683 loss_giou_3: 0.3164 loss_ce_4: 0.2411 loss_bbox_4: 0.1606 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:16] d2.utils.events INFO: eta: 7:41:05 iter: 351919 total_loss: 4.922 loss_ce: 0.2208 loss_bbox: 0.1513 loss_giou: 0.3197 loss_ce_0: 0.4534 loss_bbox_0: 0.2761 loss_giou_0: 0.4586 loss_ce_1: 0.3462 loss_bbox_1: 0.1829 loss_giou_1: 0.3612 loss_ce_2: 0.281 loss_bbox_2: 0.1649 loss_giou_2: 0.3259 loss_ce_3: 0.2502 loss_bbox_3: 0.1618 loss_giou_3: 0.3231 loss_ce_4: 0.2271 loss_bbox_4: 0.1521 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:22] d2.utils.events INFO: eta: 7:40:57 iter: 351939 total_loss: 5.261 loss_ce: 0.24 loss_bbox: 0.1665 loss_giou: 0.3165 loss_ce_0: 0.4589 loss_bbox_0: 0.2951 loss_giou_0: 0.4977 loss_ce_1: 0.3563 loss_bbox_1: 0.2084 loss_giou_1: 0.3619 loss_ce_2: 0.2837 loss_bbox_2: 0.1875 loss_giou_2: 0.3408 loss_ce_3: 0.259 loss_bbox_3: 0.1785 loss_giou_3: 0.3223 loss_ce_4: 0.2456 loss_bbox_4: 0.1684 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0321 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:27] d2.utils.events INFO: eta: 7:40:58 iter: 351959 total_loss: 5.101 loss_ce: 0.2175 loss_bbox: 0.1615 loss_giou: 0.3104 loss_ce_0: 0.4372 loss_bbox_0: 0.28 loss_giou_0: 0.4931 loss_ce_1: 0.3363 loss_bbox_1: 0.1959 loss_giou_1: 0.3606 loss_ce_2: 0.2684 loss_bbox_2: 0.1779 loss_giou_2: 0.3226 loss_ce_3: 0.2365 loss_bbox_3: 0.1647 loss_giou_3: 0.3145 loss_ce_4: 0.225 loss_bbox_4: 0.1618 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:33] d2.utils.events INFO: eta: 7:40:41 iter: 351979 total_loss: 5.03 loss_ce: 0.2332 loss_bbox: 0.1796 loss_giou: 0.3071 loss_ce_0: 0.47 loss_bbox_0: 0.2969 loss_giou_0: 0.4657 loss_ce_1: 0.3425 loss_bbox_1: 0.2134 loss_giou_1: 0.3513 loss_ce_2: 0.2769 loss_bbox_2: 0.197 loss_giou_2: 0.3215 loss_ce_3: 0.2425 loss_bbox_3: 0.1895 loss_giou_3: 0.3108 loss_ce_4: 0.2272 loss_bbox_4: 0.1845 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:39] d2.utils.events INFO: eta: 7:40:31 iter: 351999 total_loss: 4.991 loss_ce: 0.2271 loss_bbox: 0.167 loss_giou: 0.3293 loss_ce_0: 0.4598 loss_bbox_0: 0.2773 loss_giou_0: 0.4925 loss_ce_1: 0.3321 loss_bbox_1: 0.193 loss_giou_1: 0.3646 loss_ce_2: 0.2791 loss_bbox_2: 0.1801 loss_giou_2: 0.3423 loss_ce_3: 0.2453 loss_bbox_3: 0.171 loss_giou_3: 0.339 loss_ce_4: 0.2279 loss_bbox_4: 0.1684 loss_giou_4: 0.3344 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:44] d2.utils.events INFO: eta: 7:40:20 iter: 352019 total_loss: 4.983 loss_ce: 0.2217 loss_bbox: 0.1821 loss_giou: 0.3185 loss_ce_0: 0.4468 loss_bbox_0: 0.278 loss_giou_0: 0.4809 loss_ce_1: 0.3216 loss_bbox_1: 0.2091 loss_giou_1: 0.3662 loss_ce_2: 0.2778 loss_bbox_2: 0.1865 loss_giou_2: 0.3341 loss_ce_3: 0.2393 loss_bbox_3: 0.1779 loss_giou_3: 0.3217 loss_ce_4: 0.2254 loss_bbox_4: 0.1782 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:50] d2.utils.events INFO: eta: 7:40:14 iter: 352039 total_loss: 5.083 loss_ce: 0.2369 loss_bbox: 0.1524 loss_giou: 0.3011 loss_ce_0: 0.4462 loss_bbox_0: 0.2669 loss_giou_0: 0.4857 loss_ce_1: 0.3559 loss_bbox_1: 0.1824 loss_giou_1: 0.3498 loss_ce_2: 0.2786 loss_bbox_2: 0.1687 loss_giou_2: 0.3221 loss_ce_3: 0.2482 loss_bbox_3: 0.162 loss_giou_3: 0.3117 loss_ce_4: 0.2392 loss_bbox_4: 0.1577 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 17:57:56] d2.utils.events INFO: eta: 7:40:02 iter: 352059 total_loss: 4.929 loss_ce: 0.2113 loss_bbox: 0.1543 loss_giou: 0.3134 loss_ce_0: 0.4515 loss_bbox_0: 0.2648 loss_giou_0: 0.4754 loss_ce_1: 0.3291 loss_bbox_1: 0.1872 loss_giou_1: 0.3512 loss_ce_2: 0.2669 loss_bbox_2: 0.1682 loss_giou_2: 0.3244 loss_ce_3: 0.238 loss_bbox_3: 0.1627 loss_giou_3: 0.3199 loss_ce_4: 0.2155 loss_bbox_4: 0.1576 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:01] d2.utils.events INFO: eta: 7:39:57 iter: 352079 total_loss: 5.118 loss_ce: 0.2334 loss_bbox: 0.1563 loss_giou: 0.3193 loss_ce_0: 0.4591 loss_bbox_0: 0.2674 loss_giou_0: 0.52 loss_ce_1: 0.3442 loss_bbox_1: 0.1786 loss_giou_1: 0.3722 loss_ce_2: 0.2776 loss_bbox_2: 0.1656 loss_giou_2: 0.3452 loss_ce_3: 0.2511 loss_bbox_3: 0.1605 loss_giou_3: 0.3264 loss_ce_4: 0.2361 loss_bbox_4: 0.1577 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:07] d2.utils.events INFO: eta: 7:39:50 iter: 352099 total_loss: 5.014 loss_ce: 0.2251 loss_bbox: 0.1601 loss_giou: 0.3062 loss_ce_0: 0.4366 loss_bbox_0: 0.2701 loss_giou_0: 0.4713 loss_ce_1: 0.3229 loss_bbox_1: 0.1951 loss_giou_1: 0.3543 loss_ce_2: 0.2648 loss_bbox_2: 0.1735 loss_giou_2: 0.3255 loss_ce_3: 0.2366 loss_bbox_3: 0.1662 loss_giou_3: 0.3175 loss_ce_4: 0.2283 loss_bbox_4: 0.1647 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:13] d2.utils.events INFO: eta: 7:39:46 iter: 352119 total_loss: 4.907 loss_ce: 0.2032 loss_bbox: 0.162 loss_giou: 0.2834 loss_ce_0: 0.449 loss_bbox_0: 0.2514 loss_giou_0: 0.4537 loss_ce_1: 0.34 loss_bbox_1: 0.183 loss_giou_1: 0.3318 loss_ce_2: 0.2637 loss_bbox_2: 0.1697 loss_giou_2: 0.3042 loss_ce_3: 0.2177 loss_bbox_3: 0.165 loss_giou_3: 0.2955 loss_ce_4: 0.2063 loss_bbox_4: 0.1587 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:19] d2.utils.events INFO: eta: 7:39:43 iter: 352139 total_loss: 5.063 loss_ce: 0.234 loss_bbox: 0.1711 loss_giou: 0.3158 loss_ce_0: 0.4566 loss_bbox_0: 0.287 loss_giou_0: 0.4809 loss_ce_1: 0.3413 loss_bbox_1: 0.2101 loss_giou_1: 0.3529 loss_ce_2: 0.2813 loss_bbox_2: 0.1803 loss_giou_2: 0.3277 loss_ce_3: 0.2489 loss_bbox_3: 0.1804 loss_giou_3: 0.319 loss_ce_4: 0.2402 loss_bbox_4: 0.1737 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:24] d2.utils.events INFO: eta: 7:39:43 iter: 352159 total_loss: 5.177 loss_ce: 0.236 loss_bbox: 0.1617 loss_giou: 0.3148 loss_ce_0: 0.464 loss_bbox_0: 0.2857 loss_giou_0: 0.5059 loss_ce_1: 0.3401 loss_bbox_1: 0.1943 loss_giou_1: 0.3722 loss_ce_2: 0.2838 loss_bbox_2: 0.1766 loss_giou_2: 0.3423 loss_ce_3: 0.2475 loss_bbox_3: 0.1714 loss_giou_3: 0.3337 loss_ce_4: 0.2315 loss_bbox_4: 0.1629 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:30] d2.utils.events INFO: eta: 7:39:18 iter: 352179 total_loss: 4.974 loss_ce: 0.2268 loss_bbox: 0.1621 loss_giou: 0.3107 loss_ce_0: 0.4451 loss_bbox_0: 0.2783 loss_giou_0: 0.4708 loss_ce_1: 0.3381 loss_bbox_1: 0.194 loss_giou_1: 0.3571 loss_ce_2: 0.2756 loss_bbox_2: 0.1709 loss_giou_2: 0.3362 loss_ce_3: 0.2415 loss_bbox_3: 0.1677 loss_giou_3: 0.3239 loss_ce_4: 0.2248 loss_bbox_4: 0.1649 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:36] d2.utils.events INFO: eta: 7:39:02 iter: 352199 total_loss: 5.04 loss_ce: 0.2344 loss_bbox: 0.1589 loss_giou: 0.3235 loss_ce_0: 0.4398 loss_bbox_0: 0.2682 loss_giou_0: 0.508 loss_ce_1: 0.3288 loss_bbox_1: 0.193 loss_giou_1: 0.3743 loss_ce_2: 0.2657 loss_bbox_2: 0.1726 loss_giou_2: 0.3399 loss_ce_3: 0.2477 loss_bbox_3: 0.1631 loss_giou_3: 0.3291 loss_ce_4: 0.229 loss_bbox_4: 0.1613 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0333 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:41] d2.utils.events INFO: eta: 7:39:12 iter: 352219 total_loss: 5.146 loss_ce: 0.2325 loss_bbox: 0.1592 loss_giou: 0.3256 loss_ce_0: 0.4451 loss_bbox_0: 0.2776 loss_giou_0: 0.522 loss_ce_1: 0.3476 loss_bbox_1: 0.1862 loss_giou_1: 0.383 loss_ce_2: 0.2781 loss_bbox_2: 0.1719 loss_giou_2: 0.3481 loss_ce_3: 0.2416 loss_bbox_3: 0.166 loss_giou_3: 0.3389 loss_ce_4: 0.2343 loss_bbox_4: 0.1605 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:47] d2.utils.events INFO: eta: 7:39:19 iter: 352239 total_loss: 5.064 loss_ce: 0.2269 loss_bbox: 0.1529 loss_giou: 0.315 loss_ce_0: 0.4622 loss_bbox_0: 0.2831 loss_giou_0: 0.5118 loss_ce_1: 0.3459 loss_bbox_1: 0.1819 loss_giou_1: 0.3798 loss_ce_2: 0.2738 loss_bbox_2: 0.164 loss_giou_2: 0.3451 loss_ce_3: 0.2413 loss_bbox_3: 0.1566 loss_giou_3: 0.3357 loss_ce_4: 0.2284 loss_bbox_4: 0.1548 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:53] d2.utils.events INFO: eta: 7:39:12 iter: 352259 total_loss: 4.803 loss_ce: 0.212 loss_bbox: 0.1577 loss_giou: 0.3101 loss_ce_0: 0.4334 loss_bbox_0: 0.2673 loss_giou_0: 0.4748 loss_ce_1: 0.3147 loss_bbox_1: 0.1841 loss_giou_1: 0.3528 loss_ce_2: 0.255 loss_bbox_2: 0.1718 loss_giou_2: 0.3242 loss_ce_3: 0.2208 loss_bbox_3: 0.1636 loss_giou_3: 0.3156 loss_ce_4: 0.2139 loss_bbox_4: 0.1566 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 17:58:58] d2.utils.events INFO: eta: 7:38:55 iter: 352279 total_loss: 5.001 loss_ce: 0.2202 loss_bbox: 0.1732 loss_giou: 0.3099 loss_ce_0: 0.4586 loss_bbox_0: 0.2845 loss_giou_0: 0.4583 loss_ce_1: 0.3346 loss_bbox_1: 0.2003 loss_giou_1: 0.3546 loss_ce_2: 0.285 loss_bbox_2: 0.1864 loss_giou_2: 0.3297 loss_ce_3: 0.2433 loss_bbox_3: 0.1787 loss_giou_3: 0.3142 loss_ce_4: 0.2234 loss_bbox_4: 0.1734 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:04] d2.utils.events INFO: eta: 7:39:00 iter: 352299 total_loss: 5.171 loss_ce: 0.2233 loss_bbox: 0.1571 loss_giou: 0.3239 loss_ce_0: 0.4506 loss_bbox_0: 0.2748 loss_giou_0: 0.5044 loss_ce_1: 0.341 loss_bbox_1: 0.1902 loss_giou_1: 0.3676 loss_ce_2: 0.2696 loss_bbox_2: 0.174 loss_giou_2: 0.347 loss_ce_3: 0.2433 loss_bbox_3: 0.1627 loss_giou_3: 0.3323 loss_ce_4: 0.2279 loss_bbox_4: 0.1614 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:10] d2.utils.events INFO: eta: 7:38:44 iter: 352319 total_loss: 4.882 loss_ce: 0.2159 loss_bbox: 0.1598 loss_giou: 0.2946 loss_ce_0: 0.4497 loss_bbox_0: 0.2809 loss_giou_0: 0.462 loss_ce_1: 0.3404 loss_bbox_1: 0.1873 loss_giou_1: 0.3392 loss_ce_2: 0.2725 loss_bbox_2: 0.1774 loss_giou_2: 0.3168 loss_ce_3: 0.2355 loss_bbox_3: 0.17 loss_giou_3: 0.3101 loss_ce_4: 0.219 loss_bbox_4: 0.1605 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:16] d2.utils.events INFO: eta: 7:38:43 iter: 352339 total_loss: 5.258 loss_ce: 0.2415 loss_bbox: 0.1697 loss_giou: 0.2993 loss_ce_0: 0.4729 loss_bbox_0: 0.2826 loss_giou_0: 0.4766 loss_ce_1: 0.3667 loss_bbox_1: 0.2002 loss_giou_1: 0.3431 loss_ce_2: 0.3051 loss_bbox_2: 0.1891 loss_giou_2: 0.3144 loss_ce_3: 0.2731 loss_bbox_3: 0.18 loss_giou_3: 0.3121 loss_ce_4: 0.2504 loss_bbox_4: 0.1716 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:21] d2.utils.events INFO: eta: 7:38:33 iter: 352359 total_loss: 5.197 loss_ce: 0.2334 loss_bbox: 0.1726 loss_giou: 0.3266 loss_ce_0: 0.4538 loss_bbox_0: 0.2842 loss_giou_0: 0.5039 loss_ce_1: 0.3466 loss_bbox_1: 0.2011 loss_giou_1: 0.3815 loss_ce_2: 0.289 loss_bbox_2: 0.1848 loss_giou_2: 0.3488 loss_ce_3: 0.2577 loss_bbox_3: 0.1771 loss_giou_3: 0.3395 loss_ce_4: 0.2415 loss_bbox_4: 0.1751 loss_giou_4: 0.333 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:27] d2.utils.events INFO: eta: 7:38:31 iter: 352379 total_loss: 5.156 loss_ce: 0.2314 loss_bbox: 0.1628 loss_giou: 0.3005 loss_ce_0: 0.4836 loss_bbox_0: 0.2883 loss_giou_0: 0.468 loss_ce_1: 0.3539 loss_bbox_1: 0.1934 loss_giou_1: 0.3489 loss_ce_2: 0.291 loss_bbox_2: 0.1764 loss_giou_2: 0.3194 loss_ce_3: 0.2568 loss_bbox_3: 0.171 loss_giou_3: 0.3096 loss_ce_4: 0.2397 loss_bbox_4: 0.1662 loss_giou_4: 0.3002 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:33] d2.utils.events INFO: eta: 7:38:00 iter: 352399 total_loss: 4.995 loss_ce: 0.2256 loss_bbox: 0.1647 loss_giou: 0.298 loss_ce_0: 0.4452 loss_bbox_0: 0.2864 loss_giou_0: 0.4575 loss_ce_1: 0.3288 loss_bbox_1: 0.2002 loss_giou_1: 0.3435 loss_ce_2: 0.2758 loss_bbox_2: 0.1783 loss_giou_2: 0.3198 loss_ce_3: 0.2378 loss_bbox_3: 0.1755 loss_giou_3: 0.3062 loss_ce_4: 0.2281 loss_bbox_4: 0.1694 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:38] d2.utils.events INFO: eta: 7:37:51 iter: 352419 total_loss: 4.882 loss_ce: 0.2162 loss_bbox: 0.1585 loss_giou: 0.3023 loss_ce_0: 0.4277 loss_bbox_0: 0.2799 loss_giou_0: 0.4612 loss_ce_1: 0.3185 loss_bbox_1: 0.1951 loss_giou_1: 0.3508 loss_ce_2: 0.2475 loss_bbox_2: 0.1765 loss_giou_2: 0.3252 loss_ce_3: 0.2274 loss_bbox_3: 0.1743 loss_giou_3: 0.3117 loss_ce_4: 0.2144 loss_bbox_4: 0.1638 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:44] d2.utils.events INFO: eta: 7:37:36 iter: 352439 total_loss: 4.844 loss_ce: 0.2237 loss_bbox: 0.1593 loss_giou: 0.3086 loss_ce_0: 0.4406 loss_bbox_0: 0.2774 loss_giou_0: 0.4877 loss_ce_1: 0.3183 loss_bbox_1: 0.1911 loss_giou_1: 0.3525 loss_ce_2: 0.2677 loss_bbox_2: 0.1754 loss_giou_2: 0.3273 loss_ce_3: 0.2345 loss_bbox_3: 0.1664 loss_giou_3: 0.3195 loss_ce_4: 0.2242 loss_bbox_4: 0.1617 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:50] d2.utils.events INFO: eta: 7:37:31 iter: 352459 total_loss: 5.093 loss_ce: 0.2216 loss_bbox: 0.1638 loss_giou: 0.3162 loss_ce_0: 0.4324 loss_bbox_0: 0.275 loss_giou_0: 0.5034 loss_ce_1: 0.3474 loss_bbox_1: 0.1855 loss_giou_1: 0.3659 loss_ce_2: 0.287 loss_bbox_2: 0.1665 loss_giou_2: 0.3387 loss_ce_3: 0.2389 loss_bbox_3: 0.1597 loss_giou_3: 0.3229 loss_ce_4: 0.2235 loss_bbox_4: 0.1601 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 17:59:56] d2.utils.events INFO: eta: 7:37:49 iter: 352479 total_loss: 5.185 loss_ce: 0.2396 loss_bbox: 0.1682 loss_giou: 0.3232 loss_ce_0: 0.4722 loss_bbox_0: 0.2822 loss_giou_0: 0.5069 loss_ce_1: 0.3478 loss_bbox_1: 0.1949 loss_giou_1: 0.3674 loss_ce_2: 0.2779 loss_bbox_2: 0.1807 loss_giou_2: 0.3396 loss_ce_3: 0.244 loss_bbox_3: 0.1701 loss_giou_3: 0.3258 loss_ce_4: 0.2422 loss_bbox_4: 0.1689 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:01] d2.utils.events INFO: eta: 7:37:48 iter: 352499 total_loss: 4.803 loss_ce: 0.2155 loss_bbox: 0.1613 loss_giou: 0.284 loss_ce_0: 0.4491 loss_bbox_0: 0.2779 loss_giou_0: 0.4624 loss_ce_1: 0.3195 loss_bbox_1: 0.1922 loss_giou_1: 0.3268 loss_ce_2: 0.2591 loss_bbox_2: 0.1802 loss_giou_2: 0.2973 loss_ce_3: 0.229 loss_bbox_3: 0.1751 loss_giou_3: 0.2899 loss_ce_4: 0.2183 loss_bbox_4: 0.1682 loss_giou_4: 0.2872 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:07] d2.utils.events INFO: eta: 7:38:12 iter: 352519 total_loss: 4.947 loss_ce: 0.2248 loss_bbox: 0.1579 loss_giou: 0.3171 loss_ce_0: 0.454 loss_bbox_0: 0.2832 loss_giou_0: 0.5062 loss_ce_1: 0.3376 loss_bbox_1: 0.1922 loss_giou_1: 0.3648 loss_ce_2: 0.2687 loss_bbox_2: 0.1745 loss_giou_2: 0.3354 loss_ce_3: 0.2419 loss_bbox_3: 0.165 loss_giou_3: 0.3264 loss_ce_4: 0.23 loss_bbox_4: 0.1619 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:13] d2.utils.events INFO: eta: 7:37:50 iter: 352539 total_loss: 4.769 loss_ce: 0.2152 loss_bbox: 0.1494 loss_giou: 0.2871 loss_ce_0: 0.4416 loss_bbox_0: 0.2501 loss_giou_0: 0.4895 loss_ce_1: 0.3231 loss_bbox_1: 0.179 loss_giou_1: 0.3307 loss_ce_2: 0.2592 loss_bbox_2: 0.1567 loss_giou_2: 0.3074 loss_ce_3: 0.2324 loss_bbox_3: 0.1495 loss_giou_3: 0.2977 loss_ce_4: 0.2225 loss_bbox_4: 0.1517 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:18] d2.utils.events INFO: eta: 7:37:31 iter: 352559 total_loss: 4.762 loss_ce: 0.2153 loss_bbox: 0.159 loss_giou: 0.2839 loss_ce_0: 0.4461 loss_bbox_0: 0.2782 loss_giou_0: 0.4383 loss_ce_1: 0.3323 loss_bbox_1: 0.1867 loss_giou_1: 0.3259 loss_ce_2: 0.2662 loss_bbox_2: 0.1696 loss_giou_2: 0.2995 loss_ce_3: 0.2375 loss_bbox_3: 0.1642 loss_giou_3: 0.2918 loss_ce_4: 0.2195 loss_bbox_4: 0.1611 loss_giou_4: 0.2848 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:24] d2.utils.events INFO: eta: 7:37:25 iter: 352579 total_loss: 4.742 loss_ce: 0.2208 loss_bbox: 0.1676 loss_giou: 0.2951 loss_ce_0: 0.4319 loss_bbox_0: 0.2778 loss_giou_0: 0.4735 loss_ce_1: 0.3236 loss_bbox_1: 0.1982 loss_giou_1: 0.3313 loss_ce_2: 0.2555 loss_bbox_2: 0.181 loss_giou_2: 0.3008 loss_ce_3: 0.2215 loss_bbox_3: 0.1725 loss_giou_3: 0.2989 loss_ce_4: 0.2162 loss_bbox_4: 0.1682 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:30] d2.utils.events INFO: eta: 7:37:08 iter: 352599 total_loss: 5.016 loss_ce: 0.222 loss_bbox: 0.156 loss_giou: 0.3275 loss_ce_0: 0.4505 loss_bbox_0: 0.2681 loss_giou_0: 0.5041 loss_ce_1: 0.3366 loss_bbox_1: 0.1856 loss_giou_1: 0.3843 loss_ce_2: 0.2715 loss_bbox_2: 0.1739 loss_giou_2: 0.3627 loss_ce_3: 0.2359 loss_bbox_3: 0.1582 loss_giou_3: 0.3447 loss_ce_4: 0.2301 loss_bbox_4: 0.161 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:35] d2.utils.events INFO: eta: 7:36:51 iter: 352619 total_loss: 5.252 loss_ce: 0.2432 loss_bbox: 0.1736 loss_giou: 0.3358 loss_ce_0: 0.4571 loss_bbox_0: 0.2758 loss_giou_0: 0.5163 loss_ce_1: 0.3478 loss_bbox_1: 0.1991 loss_giou_1: 0.3762 loss_ce_2: 0.2894 loss_bbox_2: 0.1845 loss_giou_2: 0.3568 loss_ce_3: 0.2595 loss_bbox_3: 0.179 loss_giou_3: 0.3494 loss_ce_4: 0.2524 loss_bbox_4: 0.1774 loss_giou_4: 0.3432 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:41] d2.utils.events INFO: eta: 7:36:57 iter: 352639 total_loss: 4.957 loss_ce: 0.222 loss_bbox: 0.1662 loss_giou: 0.3007 loss_ce_0: 0.4517 loss_bbox_0: 0.2787 loss_giou_0: 0.4871 loss_ce_1: 0.3202 loss_bbox_1: 0.1972 loss_giou_1: 0.3469 loss_ce_2: 0.267 loss_bbox_2: 0.1779 loss_giou_2: 0.3218 loss_ce_3: 0.2235 loss_bbox_3: 0.1735 loss_giou_3: 0.3154 loss_ce_4: 0.2245 loss_bbox_4: 0.169 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:47] d2.utils.events INFO: eta: 7:36:47 iter: 352659 total_loss: 5.117 loss_ce: 0.2231 loss_bbox: 0.1722 loss_giou: 0.3185 loss_ce_0: 0.4469 loss_bbox_0: 0.2724 loss_giou_0: 0.4898 loss_ce_1: 0.3333 loss_bbox_1: 0.1912 loss_giou_1: 0.3556 loss_ce_2: 0.2693 loss_bbox_2: 0.1802 loss_giou_2: 0.3367 loss_ce_3: 0.2382 loss_bbox_3: 0.1779 loss_giou_3: 0.3242 loss_ce_4: 0.2247 loss_bbox_4: 0.1715 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:52] d2.utils.events INFO: eta: 7:36:23 iter: 352679 total_loss: 5.175 loss_ce: 0.231 loss_bbox: 0.1639 loss_giou: 0.3318 loss_ce_0: 0.4457 loss_bbox_0: 0.2714 loss_giou_0: 0.5003 loss_ce_1: 0.3379 loss_bbox_1: 0.2011 loss_giou_1: 0.3751 loss_ce_2: 0.2692 loss_bbox_2: 0.1781 loss_giou_2: 0.3481 loss_ce_3: 0.237 loss_bbox_3: 0.1689 loss_giou_3: 0.3393 loss_ce_4: 0.231 loss_bbox_4: 0.1678 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 18:00:58] d2.utils.events INFO: eta: 7:36:38 iter: 352699 total_loss: 5.014 loss_ce: 0.2262 loss_bbox: 0.1611 loss_giou: 0.2984 loss_ce_0: 0.4474 loss_bbox_0: 0.2785 loss_giou_0: 0.491 loss_ce_1: 0.3354 loss_bbox_1: 0.1925 loss_giou_1: 0.3472 loss_ce_2: 0.2764 loss_bbox_2: 0.1748 loss_giou_2: 0.3187 loss_ce_3: 0.2324 loss_bbox_3: 0.1677 loss_giou_3: 0.3109 loss_ce_4: 0.2284 loss_bbox_4: 0.1657 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:04] d2.utils.events INFO: eta: 7:36:09 iter: 352719 total_loss: 4.728 loss_ce: 0.2071 loss_bbox: 0.1485 loss_giou: 0.2863 loss_ce_0: 0.4351 loss_bbox_0: 0.2724 loss_giou_0: 0.4626 loss_ce_1: 0.3286 loss_bbox_1: 0.1845 loss_giou_1: 0.3382 loss_ce_2: 0.2641 loss_bbox_2: 0.1644 loss_giou_2: 0.3082 loss_ce_3: 0.2266 loss_bbox_3: 0.1556 loss_giou_3: 0.2961 loss_ce_4: 0.2133 loss_bbox_4: 0.1498 loss_giou_4: 0.2879 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:09] d2.utils.events INFO: eta: 7:36:03 iter: 352739 total_loss: 5.177 loss_ce: 0.2335 loss_bbox: 0.1547 loss_giou: 0.3369 loss_ce_0: 0.4584 loss_bbox_0: 0.2741 loss_giou_0: 0.5015 loss_ce_1: 0.3542 loss_bbox_1: 0.1873 loss_giou_1: 0.379 loss_ce_2: 0.2803 loss_bbox_2: 0.1728 loss_giou_2: 0.3499 loss_ce_3: 0.2498 loss_bbox_3: 0.1617 loss_giou_3: 0.3387 loss_ce_4: 0.2373 loss_bbox_4: 0.1548 loss_giou_4: 0.34 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:15] d2.utils.events INFO: eta: 7:35:57 iter: 352759 total_loss: 5.102 loss_ce: 0.2369 loss_bbox: 0.155 loss_giou: 0.3097 loss_ce_0: 0.4615 loss_bbox_0: 0.2727 loss_giou_0: 0.4723 loss_ce_1: 0.3481 loss_bbox_1: 0.1875 loss_giou_1: 0.3454 loss_ce_2: 0.2845 loss_bbox_2: 0.1723 loss_giou_2: 0.3225 loss_ce_3: 0.2581 loss_bbox_3: 0.1635 loss_giou_3: 0.32 loss_ce_4: 0.2355 loss_bbox_4: 0.1568 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:21] d2.utils.events INFO: eta: 7:35:44 iter: 352779 total_loss: 4.949 loss_ce: 0.2051 loss_bbox: 0.162 loss_giou: 0.3041 loss_ce_0: 0.4416 loss_bbox_0: 0.2745 loss_giou_0: 0.4697 loss_ce_1: 0.3133 loss_bbox_1: 0.1958 loss_giou_1: 0.3485 loss_ce_2: 0.2673 loss_bbox_2: 0.1734 loss_giou_2: 0.3167 loss_ce_3: 0.2238 loss_bbox_3: 0.1667 loss_giou_3: 0.3149 loss_ce_4: 0.2059 loss_bbox_4: 0.1641 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:27] d2.utils.events INFO: eta: 7:35:26 iter: 352799 total_loss: 4.816 loss_ce: 0.2088 loss_bbox: 0.1542 loss_giou: 0.2903 loss_ce_0: 0.4399 loss_bbox_0: 0.2524 loss_giou_0: 0.4598 loss_ce_1: 0.3193 loss_bbox_1: 0.1788 loss_giou_1: 0.3388 loss_ce_2: 0.2603 loss_bbox_2: 0.1698 loss_giou_2: 0.3128 loss_ce_3: 0.2303 loss_bbox_3: 0.1619 loss_giou_3: 0.2999 loss_ce_4: 0.2114 loss_bbox_4: 0.1571 loss_giou_4: 0.2931 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:32] d2.utils.events INFO: eta: 7:35:22 iter: 352819 total_loss: 5.01 loss_ce: 0.2253 loss_bbox: 0.1582 loss_giou: 0.329 loss_ce_0: 0.4449 loss_bbox_0: 0.2763 loss_giou_0: 0.5164 loss_ce_1: 0.3311 loss_bbox_1: 0.183 loss_giou_1: 0.3722 loss_ce_2: 0.2772 loss_bbox_2: 0.1684 loss_giou_2: 0.345 loss_ce_3: 0.2353 loss_bbox_3: 0.1643 loss_giou_3: 0.3374 loss_ce_4: 0.2208 loss_bbox_4: 0.164 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:38] d2.utils.events INFO: eta: 7:35:19 iter: 352839 total_loss: 5.283 loss_ce: 0.2522 loss_bbox: 0.1771 loss_giou: 0.3248 loss_ce_0: 0.4515 loss_bbox_0: 0.2858 loss_giou_0: 0.4839 loss_ce_1: 0.3555 loss_bbox_1: 0.2017 loss_giou_1: 0.3642 loss_ce_2: 0.2965 loss_bbox_2: 0.1869 loss_giou_2: 0.3409 loss_ce_3: 0.2728 loss_bbox_3: 0.1816 loss_giou_3: 0.336 loss_ce_4: 0.2542 loss_bbox_4: 0.1796 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:44] d2.utils.events INFO: eta: 7:35:15 iter: 352859 total_loss: 4.945 loss_ce: 0.2122 loss_bbox: 0.1567 loss_giou: 0.295 loss_ce_0: 0.4322 loss_bbox_0: 0.2779 loss_giou_0: 0.4646 loss_ce_1: 0.3233 loss_bbox_1: 0.1991 loss_giou_1: 0.3409 loss_ce_2: 0.2641 loss_bbox_2: 0.1685 loss_giou_2: 0.3149 loss_ce_3: 0.2329 loss_bbox_3: 0.1696 loss_giou_3: 0.3054 loss_ce_4: 0.2174 loss_bbox_4: 0.1591 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0200 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:49] d2.utils.events INFO: eta: 7:35:09 iter: 352879 total_loss: 4.962 loss_ce: 0.2193 loss_bbox: 0.1565 loss_giou: 0.3114 loss_ce_0: 0.4355 loss_bbox_0: 0.2714 loss_giou_0: 0.4737 loss_ce_1: 0.3267 loss_bbox_1: 0.1941 loss_giou_1: 0.3499 loss_ce_2: 0.2716 loss_bbox_2: 0.1701 loss_giou_2: 0.3265 loss_ce_3: 0.2406 loss_bbox_3: 0.1617 loss_giou_3: 0.3183 loss_ce_4: 0.2319 loss_bbox_4: 0.1577 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 18:01:55] d2.utils.events INFO: eta: 7:35:03 iter: 352899 total_loss: 5.016 loss_ce: 0.2172 loss_bbox: 0.1587 loss_giou: 0.3082 loss_ce_0: 0.4424 loss_bbox_0: 0.2829 loss_giou_0: 0.4708 loss_ce_1: 0.3452 loss_bbox_1: 0.1975 loss_giou_1: 0.3481 loss_ce_2: 0.282 loss_bbox_2: 0.1727 loss_giou_2: 0.3205 loss_ce_3: 0.2437 loss_bbox_3: 0.1642 loss_giou_3: 0.3235 loss_ce_4: 0.2297 loss_bbox_4: 0.1612 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:01] d2.utils.events INFO: eta: 7:35:00 iter: 352919 total_loss: 4.859 loss_ce: 0.242 loss_bbox: 0.1603 loss_giou: 0.3052 loss_ce_0: 0.448 loss_bbox_0: 0.2826 loss_giou_0: 0.477 loss_ce_1: 0.3267 loss_bbox_1: 0.1869 loss_giou_1: 0.3429 loss_ce_2: 0.2724 loss_bbox_2: 0.1689 loss_giou_2: 0.3201 loss_ce_3: 0.2488 loss_bbox_3: 0.1629 loss_giou_3: 0.3113 loss_ce_4: 0.2329 loss_bbox_4: 0.1562 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:06] d2.utils.events INFO: eta: 7:35:00 iter: 352939 total_loss: 5.045 loss_ce: 0.2349 loss_bbox: 0.1721 loss_giou: 0.3112 loss_ce_0: 0.45 loss_bbox_0: 0.2848 loss_giou_0: 0.4647 loss_ce_1: 0.3365 loss_bbox_1: 0.203 loss_giou_1: 0.3591 loss_ce_2: 0.2824 loss_bbox_2: 0.1911 loss_giou_2: 0.3337 loss_ce_3: 0.2508 loss_bbox_3: 0.1843 loss_giou_3: 0.3223 loss_ce_4: 0.2365 loss_bbox_4: 0.176 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:12] d2.utils.events INFO: eta: 7:34:45 iter: 352959 total_loss: 4.92 loss_ce: 0.2145 loss_bbox: 0.1545 loss_giou: 0.3157 loss_ce_0: 0.4431 loss_bbox_0: 0.2796 loss_giou_0: 0.4761 loss_ce_1: 0.3323 loss_bbox_1: 0.1897 loss_giou_1: 0.3579 loss_ce_2: 0.2797 loss_bbox_2: 0.1684 loss_giou_2: 0.3238 loss_ce_3: 0.2369 loss_bbox_3: 0.1616 loss_giou_3: 0.3155 loss_ce_4: 0.2206 loss_bbox_4: 0.1577 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:18] d2.utils.events INFO: eta: 7:34:45 iter: 352979 total_loss: 4.931 loss_ce: 0.229 loss_bbox: 0.1613 loss_giou: 0.2976 loss_ce_0: 0.4492 loss_bbox_0: 0.2843 loss_giou_0: 0.4776 loss_ce_1: 0.3311 loss_bbox_1: 0.1953 loss_giou_1: 0.3513 loss_ce_2: 0.2727 loss_bbox_2: 0.1793 loss_giou_2: 0.3172 loss_ce_3: 0.2472 loss_bbox_3: 0.1719 loss_giou_3: 0.3115 loss_ce_4: 0.2341 loss_bbox_4: 0.1673 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:23] d2.utils.events INFO: eta: 7:34:48 iter: 352999 total_loss: 5.232 loss_ce: 0.2394 loss_bbox: 0.1564 loss_giou: 0.3417 loss_ce_0: 0.4419 loss_bbox_0: 0.2682 loss_giou_0: 0.5127 loss_ce_1: 0.3464 loss_bbox_1: 0.1853 loss_giou_1: 0.3878 loss_ce_2: 0.2811 loss_bbox_2: 0.1691 loss_giou_2: 0.3568 loss_ce_3: 0.2549 loss_bbox_3: 0.1635 loss_giou_3: 0.3473 loss_ce_4: 0.2395 loss_bbox_4: 0.1608 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:29] d2.utils.events INFO: eta: 7:34:44 iter: 353019 total_loss: 5.037 loss_ce: 0.2198 loss_bbox: 0.1664 loss_giou: 0.3143 loss_ce_0: 0.4404 loss_bbox_0: 0.2682 loss_giou_0: 0.4706 loss_ce_1: 0.3436 loss_bbox_1: 0.1857 loss_giou_1: 0.3453 loss_ce_2: 0.2717 loss_bbox_2: 0.1754 loss_giou_2: 0.3287 loss_ce_3: 0.2407 loss_bbox_3: 0.1689 loss_giou_3: 0.321 loss_ce_4: 0.2297 loss_bbox_4: 0.167 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:35] d2.utils.events INFO: eta: 7:34:49 iter: 353039 total_loss: 5.145 loss_ce: 0.2243 loss_bbox: 0.1547 loss_giou: 0.3092 loss_ce_0: 0.4409 loss_bbox_0: 0.2856 loss_giou_0: 0.4936 loss_ce_1: 0.3308 loss_bbox_1: 0.1891 loss_giou_1: 0.3561 loss_ce_2: 0.2853 loss_bbox_2: 0.1745 loss_giou_2: 0.3329 loss_ce_3: 0.2507 loss_bbox_3: 0.1627 loss_giou_3: 0.3216 loss_ce_4: 0.2354 loss_bbox_4: 0.1576 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0322 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:40] d2.utils.events INFO: eta: 7:35:00 iter: 353059 total_loss: 5.296 loss_ce: 0.2268 loss_bbox: 0.1684 loss_giou: 0.3252 loss_ce_0: 0.4608 loss_bbox_0: 0.2829 loss_giou_0: 0.4928 loss_ce_1: 0.3518 loss_bbox_1: 0.2063 loss_giou_1: 0.3688 loss_ce_2: 0.2827 loss_bbox_2: 0.1895 loss_giou_2: 0.3429 loss_ce_3: 0.2424 loss_bbox_3: 0.1804 loss_giou_3: 0.3313 loss_ce_4: 0.2316 loss_bbox_4: 0.1752 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:46] d2.utils.events INFO: eta: 7:34:47 iter: 353079 total_loss: 5.04 loss_ce: 0.2185 loss_bbox: 0.1662 loss_giou: 0.3039 loss_ce_0: 0.4721 loss_bbox_0: 0.2766 loss_giou_0: 0.475 loss_ce_1: 0.3369 loss_bbox_1: 0.1956 loss_giou_1: 0.3574 loss_ce_2: 0.2792 loss_bbox_2: 0.1772 loss_giou_2: 0.3207 loss_ce_3: 0.236 loss_bbox_3: 0.1675 loss_giou_3: 0.3176 loss_ce_4: 0.2133 loss_bbox_4: 0.1705 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:52] d2.utils.events INFO: eta: 7:34:37 iter: 353099 total_loss: 4.843 loss_ce: 0.2068 loss_bbox: 0.1608 loss_giou: 0.3145 loss_ce_0: 0.4309 loss_bbox_0: 0.2835 loss_giou_0: 0.4914 loss_ce_1: 0.3173 loss_bbox_1: 0.1929 loss_giou_1: 0.3556 loss_ce_2: 0.249 loss_bbox_2: 0.1698 loss_giou_2: 0.3299 loss_ce_3: 0.2265 loss_bbox_3: 0.1672 loss_giou_3: 0.3215 loss_ce_4: 0.2123 loss_bbox_4: 0.1607 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:02:57] d2.utils.events INFO: eta: 7:34:31 iter: 353119 total_loss: 5.057 loss_ce: 0.2258 loss_bbox: 0.158 loss_giou: 0.329 loss_ce_0: 0.4585 loss_bbox_0: 0.2684 loss_giou_0: 0.5238 loss_ce_1: 0.3366 loss_bbox_1: 0.1933 loss_giou_1: 0.3662 loss_ce_2: 0.2723 loss_bbox_2: 0.1738 loss_giou_2: 0.3446 loss_ce_3: 0.2502 loss_bbox_3: 0.1652 loss_giou_3: 0.3345 loss_ce_4: 0.2293 loss_bbox_4: 0.1606 loss_giou_4: 0.3321 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:03] d2.utils.events INFO: eta: 7:34:26 iter: 353139 total_loss: 4.823 loss_ce: 0.209 loss_bbox: 0.1601 loss_giou: 0.3017 loss_ce_0: 0.4436 loss_bbox_0: 0.2793 loss_giou_0: 0.4589 loss_ce_1: 0.3347 loss_bbox_1: 0.1907 loss_giou_1: 0.3523 loss_ce_2: 0.2619 loss_bbox_2: 0.1746 loss_giou_2: 0.321 loss_ce_3: 0.2284 loss_bbox_3: 0.1654 loss_giou_3: 0.311 loss_ce_4: 0.2064 loss_bbox_4: 0.1621 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:09] d2.utils.events INFO: eta: 7:34:06 iter: 353159 total_loss: 4.919 loss_ce: 0.2246 loss_bbox: 0.1621 loss_giou: 0.3042 loss_ce_0: 0.4512 loss_bbox_0: 0.2829 loss_giou_0: 0.4843 loss_ce_1: 0.3337 loss_bbox_1: 0.191 loss_giou_1: 0.3463 loss_ce_2: 0.2624 loss_bbox_2: 0.1739 loss_giou_2: 0.3242 loss_ce_3: 0.2325 loss_bbox_3: 0.1681 loss_giou_3: 0.3172 loss_ce_4: 0.2269 loss_bbox_4: 0.1636 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:15] d2.utils.events INFO: eta: 7:34:10 iter: 353179 total_loss: 4.878 loss_ce: 0.2133 loss_bbox: 0.1399 loss_giou: 0.3101 loss_ce_0: 0.4513 loss_bbox_0: 0.2547 loss_giou_0: 0.4858 loss_ce_1: 0.3361 loss_bbox_1: 0.1732 loss_giou_1: 0.3539 loss_ce_2: 0.2727 loss_bbox_2: 0.1558 loss_giou_2: 0.3373 loss_ce_3: 0.2374 loss_bbox_3: 0.1453 loss_giou_3: 0.3239 loss_ce_4: 0.2184 loss_bbox_4: 0.1373 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:20] d2.utils.events INFO: eta: 7:34:14 iter: 353199 total_loss: 5.087 loss_ce: 0.2371 loss_bbox: 0.1667 loss_giou: 0.3115 loss_ce_0: 0.4553 loss_bbox_0: 0.2683 loss_giou_0: 0.4878 loss_ce_1: 0.3478 loss_bbox_1: 0.1948 loss_giou_1: 0.3582 loss_ce_2: 0.2969 loss_bbox_2: 0.1778 loss_giou_2: 0.3314 loss_ce_3: 0.2637 loss_bbox_3: 0.1744 loss_giou_3: 0.3172 loss_ce_4: 0.2501 loss_bbox_4: 0.1687 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:26] d2.utils.events INFO: eta: 7:33:55 iter: 353219 total_loss: 4.901 loss_ce: 0.2278 loss_bbox: 0.1634 loss_giou: 0.3125 loss_ce_0: 0.4643 loss_bbox_0: 0.2789 loss_giou_0: 0.4696 loss_ce_1: 0.3365 loss_bbox_1: 0.1953 loss_giou_1: 0.349 loss_ce_2: 0.2753 loss_bbox_2: 0.1747 loss_giou_2: 0.3302 loss_ce_3: 0.2402 loss_bbox_3: 0.1708 loss_giou_3: 0.3195 loss_ce_4: 0.2304 loss_bbox_4: 0.1621 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:32] d2.utils.events INFO: eta: 7:33:44 iter: 353239 total_loss: 5.149 loss_ce: 0.2371 loss_bbox: 0.1677 loss_giou: 0.3212 loss_ce_0: 0.4437 loss_bbox_0: 0.2807 loss_giou_0: 0.5161 loss_ce_1: 0.341 loss_bbox_1: 0.1945 loss_giou_1: 0.3737 loss_ce_2: 0.2826 loss_bbox_2: 0.1694 loss_giou_2: 0.3399 loss_ce_3: 0.2525 loss_bbox_3: 0.1672 loss_giou_3: 0.334 loss_ce_4: 0.2388 loss_bbox_4: 0.168 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:37] d2.utils.events INFO: eta: 7:33:38 iter: 353259 total_loss: 4.796 loss_ce: 0.2104 loss_bbox: 0.1494 loss_giou: 0.2962 loss_ce_0: 0.4366 loss_bbox_0: 0.2751 loss_giou_0: 0.4699 loss_ce_1: 0.3215 loss_bbox_1: 0.1797 loss_giou_1: 0.3429 loss_ce_2: 0.2595 loss_bbox_2: 0.1616 loss_giou_2: 0.3143 loss_ce_3: 0.2398 loss_bbox_3: 0.1537 loss_giou_3: 0.3033 loss_ce_4: 0.2183 loss_bbox_4: 0.1489 loss_giou_4: 0.2945 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:43] d2.utils.events INFO: eta: 7:33:47 iter: 353279 total_loss: 5.033 loss_ce: 0.208 loss_bbox: 0.1598 loss_giou: 0.3055 loss_ce_0: 0.4468 loss_bbox_0: 0.265 loss_giou_0: 0.4833 loss_ce_1: 0.3323 loss_bbox_1: 0.1868 loss_giou_1: 0.3525 loss_ce_2: 0.2612 loss_bbox_2: 0.1768 loss_giou_2: 0.3238 loss_ce_3: 0.2279 loss_bbox_3: 0.1672 loss_giou_3: 0.3199 loss_ce_4: 0.2172 loss_bbox_4: 0.1643 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:49] d2.utils.events INFO: eta: 7:33:41 iter: 353299 total_loss: 5.01 loss_ce: 0.2219 loss_bbox: 0.1699 loss_giou: 0.3114 loss_ce_0: 0.4506 loss_bbox_0: 0.2712 loss_giou_0: 0.4851 loss_ce_1: 0.3421 loss_bbox_1: 0.1897 loss_giou_1: 0.3559 loss_ce_2: 0.2773 loss_bbox_2: 0.1773 loss_giou_2: 0.3277 loss_ce_3: 0.2482 loss_bbox_3: 0.1724 loss_giou_3: 0.3224 loss_ce_4: 0.23 loss_bbox_4: 0.1709 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:03:54] d2.utils.events INFO: eta: 7:33:42 iter: 353319 total_loss: 5.237 loss_ce: 0.2365 loss_bbox: 0.16 loss_giou: 0.3155 loss_ce_0: 0.4543 loss_bbox_0: 0.2712 loss_giou_0: 0.4847 loss_ce_1: 0.3401 loss_bbox_1: 0.1936 loss_giou_1: 0.3598 loss_ce_2: 0.2735 loss_bbox_2: 0.1823 loss_giou_2: 0.3341 loss_ce_3: 0.2526 loss_bbox_3: 0.1757 loss_giou_3: 0.3274 loss_ce_4: 0.2414 loss_bbox_4: 0.1672 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:00] d2.utils.events INFO: eta: 7:33:34 iter: 353339 total_loss: 5.072 loss_ce: 0.2209 loss_bbox: 0.1671 loss_giou: 0.3182 loss_ce_0: 0.4343 loss_bbox_0: 0.2768 loss_giou_0: 0.4954 loss_ce_1: 0.3265 loss_bbox_1: 0.193 loss_giou_1: 0.3597 loss_ce_2: 0.2604 loss_bbox_2: 0.1815 loss_giou_2: 0.3311 loss_ce_3: 0.2328 loss_bbox_3: 0.1733 loss_giou_3: 0.3229 loss_ce_4: 0.2252 loss_bbox_4: 0.1662 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:06] d2.utils.events INFO: eta: 7:33:30 iter: 353359 total_loss: 5.156 loss_ce: 0.2362 loss_bbox: 0.16 loss_giou: 0.3219 loss_ce_0: 0.4531 loss_bbox_0: 0.2715 loss_giou_0: 0.4969 loss_ce_1: 0.3435 loss_bbox_1: 0.1851 loss_giou_1: 0.3775 loss_ce_2: 0.2793 loss_bbox_2: 0.1672 loss_giou_2: 0.3371 loss_ce_3: 0.2568 loss_bbox_3: 0.1631 loss_giou_3: 0.3313 loss_ce_4: 0.2441 loss_bbox_4: 0.1579 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:12] d2.utils.events INFO: eta: 7:33:25 iter: 353379 total_loss: 4.948 loss_ce: 0.2138 loss_bbox: 0.1575 loss_giou: 0.3065 loss_ce_0: 0.448 loss_bbox_0: 0.2701 loss_giou_0: 0.4824 loss_ce_1: 0.334 loss_bbox_1: 0.1873 loss_giou_1: 0.3472 loss_ce_2: 0.2634 loss_bbox_2: 0.167 loss_giou_2: 0.3233 loss_ce_3: 0.22 loss_bbox_3: 0.1636 loss_giou_3: 0.3182 loss_ce_4: 0.2086 loss_bbox_4: 0.1598 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:17] d2.utils.events INFO: eta: 7:33:27 iter: 353399 total_loss: 4.643 loss_ce: 0.2097 loss_bbox: 0.1591 loss_giou: 0.2908 loss_ce_0: 0.4148 loss_bbox_0: 0.2846 loss_giou_0: 0.4533 loss_ce_1: 0.3077 loss_bbox_1: 0.1853 loss_giou_1: 0.3316 loss_ce_2: 0.2453 loss_bbox_2: 0.1755 loss_giou_2: 0.3056 loss_ce_3: 0.227 loss_bbox_3: 0.1661 loss_giou_3: 0.2962 loss_ce_4: 0.2109 loss_bbox_4: 0.1608 loss_giou_4: 0.292 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:23] d2.utils.events INFO: eta: 7:33:20 iter: 353419 total_loss: 5.065 loss_ce: 0.2325 loss_bbox: 0.1606 loss_giou: 0.3104 loss_ce_0: 0.441 loss_bbox_0: 0.2848 loss_giou_0: 0.4818 loss_ce_1: 0.3388 loss_bbox_1: 0.1931 loss_giou_1: 0.36 loss_ce_2: 0.2804 loss_bbox_2: 0.1758 loss_giou_2: 0.3306 loss_ce_3: 0.2515 loss_bbox_3: 0.1684 loss_giou_3: 0.3196 loss_ce_4: 0.2395 loss_bbox_4: 0.164 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:29] d2.utils.events INFO: eta: 7:33:09 iter: 353439 total_loss: 5.004 loss_ce: 0.2164 loss_bbox: 0.1646 loss_giou: 0.2922 loss_ce_0: 0.4372 loss_bbox_0: 0.2896 loss_giou_0: 0.4641 loss_ce_1: 0.336 loss_bbox_1: 0.1973 loss_giou_1: 0.3476 loss_ce_2: 0.2774 loss_bbox_2: 0.183 loss_giou_2: 0.3131 loss_ce_3: 0.2402 loss_bbox_3: 0.1753 loss_giou_3: 0.3033 loss_ce_4: 0.2308 loss_bbox_4: 0.17 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:34] d2.utils.events INFO: eta: 7:33:05 iter: 353459 total_loss: 4.942 loss_ce: 0.2417 loss_bbox: 0.1705 loss_giou: 0.2828 loss_ce_0: 0.4511 loss_bbox_0: 0.2844 loss_giou_0: 0.4703 loss_ce_1: 0.3484 loss_bbox_1: 0.2055 loss_giou_1: 0.3321 loss_ce_2: 0.2775 loss_bbox_2: 0.1919 loss_giou_2: 0.3055 loss_ce_3: 0.2467 loss_bbox_3: 0.176 loss_giou_3: 0.2922 loss_ce_4: 0.2415 loss_bbox_4: 0.1729 loss_giou_4: 0.2911 time: 0.2800 data_time: 0.0318 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:40] d2.utils.events INFO: eta: 7:32:54 iter: 353479 total_loss: 4.921 loss_ce: 0.2166 loss_bbox: 0.1561 loss_giou: 0.3194 loss_ce_0: 0.4369 loss_bbox_0: 0.2682 loss_giou_0: 0.5002 loss_ce_1: 0.3113 loss_bbox_1: 0.1914 loss_giou_1: 0.37 loss_ce_2: 0.2613 loss_bbox_2: 0.1671 loss_giou_2: 0.3357 loss_ce_3: 0.233 loss_bbox_3: 0.1606 loss_giou_3: 0.3236 loss_ce_4: 0.2257 loss_bbox_4: 0.1603 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:46] d2.utils.events INFO: eta: 7:32:52 iter: 353499 total_loss: 5.081 loss_ce: 0.2312 loss_bbox: 0.1504 loss_giou: 0.3175 loss_ce_0: 0.4346 loss_bbox_0: 0.2619 loss_giou_0: 0.4806 loss_ce_1: 0.3255 loss_bbox_1: 0.1822 loss_giou_1: 0.3618 loss_ce_2: 0.266 loss_bbox_2: 0.1638 loss_giou_2: 0.3359 loss_ce_3: 0.2444 loss_bbox_3: 0.1591 loss_giou_3: 0.3285 loss_ce_4: 0.2311 loss_bbox_4: 0.1525 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:51] d2.utils.events INFO: eta: 7:32:35 iter: 353519 total_loss: 4.886 loss_ce: 0.2146 loss_bbox: 0.1598 loss_giou: 0.301 loss_ce_0: 0.445 loss_bbox_0: 0.264 loss_giou_0: 0.4715 loss_ce_1: 0.3201 loss_bbox_1: 0.1901 loss_giou_1: 0.3493 loss_ce_2: 0.2597 loss_bbox_2: 0.1714 loss_giou_2: 0.3203 loss_ce_3: 0.2278 loss_bbox_3: 0.1647 loss_giou_3: 0.3173 loss_ce_4: 0.2144 loss_bbox_4: 0.1595 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 18:04:57] d2.utils.events INFO: eta: 7:32:32 iter: 353539 total_loss: 5.016 loss_ce: 0.2179 loss_bbox: 0.1596 loss_giou: 0.3229 loss_ce_0: 0.4394 loss_bbox_0: 0.2718 loss_giou_0: 0.5067 loss_ce_1: 0.3266 loss_bbox_1: 0.1885 loss_giou_1: 0.3695 loss_ce_2: 0.2592 loss_bbox_2: 0.1776 loss_giou_2: 0.3458 loss_ce_3: 0.2398 loss_bbox_3: 0.1693 loss_giou_3: 0.3352 loss_ce_4: 0.2227 loss_bbox_4: 0.1621 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:03] d2.utils.events INFO: eta: 7:32:23 iter: 353559 total_loss: 5.067 loss_ce: 0.2297 loss_bbox: 0.1598 loss_giou: 0.3026 loss_ce_0: 0.4638 loss_bbox_0: 0.2853 loss_giou_0: 0.4867 loss_ce_1: 0.3597 loss_bbox_1: 0.2009 loss_giou_1: 0.3517 loss_ce_2: 0.2874 loss_bbox_2: 0.1736 loss_giou_2: 0.3286 loss_ce_3: 0.2518 loss_bbox_3: 0.1692 loss_giou_3: 0.3154 loss_ce_4: 0.2363 loss_bbox_4: 0.1619 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:08] d2.utils.events INFO: eta: 7:32:20 iter: 353579 total_loss: 4.933 loss_ce: 0.2127 loss_bbox: 0.1646 loss_giou: 0.2983 loss_ce_0: 0.4491 loss_bbox_0: 0.2729 loss_giou_0: 0.4617 loss_ce_1: 0.3188 loss_bbox_1: 0.1937 loss_giou_1: 0.3515 loss_ce_2: 0.2568 loss_bbox_2: 0.175 loss_giou_2: 0.3191 loss_ce_3: 0.2292 loss_bbox_3: 0.1652 loss_giou_3: 0.3112 loss_ce_4: 0.2148 loss_bbox_4: 0.1643 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:14] d2.utils.events INFO: eta: 7:32:15 iter: 353599 total_loss: 5.161 loss_ce: 0.2431 loss_bbox: 0.1734 loss_giou: 0.3159 loss_ce_0: 0.4651 loss_bbox_0: 0.2848 loss_giou_0: 0.4849 loss_ce_1: 0.3523 loss_bbox_1: 0.1975 loss_giou_1: 0.3619 loss_ce_2: 0.2923 loss_bbox_2: 0.1803 loss_giou_2: 0.3341 loss_ce_3: 0.2606 loss_bbox_3: 0.1795 loss_giou_3: 0.332 loss_ce_4: 0.245 loss_bbox_4: 0.1779 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:20] d2.utils.events INFO: eta: 7:32:12 iter: 353619 total_loss: 5.043 loss_ce: 0.215 loss_bbox: 0.1634 loss_giou: 0.3045 loss_ce_0: 0.4435 loss_bbox_0: 0.2804 loss_giou_0: 0.4782 loss_ce_1: 0.3237 loss_bbox_1: 0.1973 loss_giou_1: 0.3551 loss_ce_2: 0.271 loss_bbox_2: 0.1775 loss_giou_2: 0.3217 loss_ce_3: 0.235 loss_bbox_3: 0.1689 loss_giou_3: 0.3108 loss_ce_4: 0.2206 loss_bbox_4: 0.1659 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:25] d2.utils.events INFO: eta: 7:32:03 iter: 353639 total_loss: 4.845 loss_ce: 0.2395 loss_bbox: 0.152 loss_giou: 0.31 loss_ce_0: 0.4364 loss_bbox_0: 0.2721 loss_giou_0: 0.496 loss_ce_1: 0.3275 loss_bbox_1: 0.1807 loss_giou_1: 0.3634 loss_ce_2: 0.2695 loss_bbox_2: 0.1671 loss_giou_2: 0.3332 loss_ce_3: 0.2475 loss_bbox_3: 0.1575 loss_giou_3: 0.319 loss_ce_4: 0.2367 loss_bbox_4: 0.1549 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:31] d2.utils.events INFO: eta: 7:31:58 iter: 353659 total_loss: 4.876 loss_ce: 0.2183 loss_bbox: 0.1665 loss_giou: 0.3096 loss_ce_0: 0.4334 loss_bbox_0: 0.2739 loss_giou_0: 0.4894 loss_ce_1: 0.3356 loss_bbox_1: 0.1977 loss_giou_1: 0.3656 loss_ce_2: 0.2608 loss_bbox_2: 0.1838 loss_giou_2: 0.3348 loss_ce_3: 0.2329 loss_bbox_3: 0.1732 loss_giou_3: 0.3221 loss_ce_4: 0.223 loss_bbox_4: 0.1662 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:37] d2.utils.events INFO: eta: 7:31:52 iter: 353679 total_loss: 5.072 loss_ce: 0.2162 loss_bbox: 0.1651 loss_giou: 0.3052 loss_ce_0: 0.4456 loss_bbox_0: 0.279 loss_giou_0: 0.4674 loss_ce_1: 0.3334 loss_bbox_1: 0.2052 loss_giou_1: 0.3591 loss_ce_2: 0.269 loss_bbox_2: 0.178 loss_giou_2: 0.3323 loss_ce_3: 0.233 loss_bbox_3: 0.1733 loss_giou_3: 0.3202 loss_ce_4: 0.2205 loss_bbox_4: 0.1685 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:42] d2.utils.events INFO: eta: 7:31:47 iter: 353699 total_loss: 5.131 loss_ce: 0.2335 loss_bbox: 0.16 loss_giou: 0.3337 loss_ce_0: 0.4516 loss_bbox_0: 0.2849 loss_giou_0: 0.512 loss_ce_1: 0.3433 loss_bbox_1: 0.1939 loss_giou_1: 0.387 loss_ce_2: 0.2813 loss_bbox_2: 0.1738 loss_giou_2: 0.3508 loss_ce_3: 0.2543 loss_bbox_3: 0.1638 loss_giou_3: 0.3374 loss_ce_4: 0.237 loss_bbox_4: 0.1621 loss_giou_4: 0.3423 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:48] d2.utils.events INFO: eta: 7:31:44 iter: 353719 total_loss: 5.103 loss_ce: 0.2218 loss_bbox: 0.1554 loss_giou: 0.3057 loss_ce_0: 0.4553 loss_bbox_0: 0.2687 loss_giou_0: 0.4908 loss_ce_1: 0.3423 loss_bbox_1: 0.1977 loss_giou_1: 0.3613 loss_ce_2: 0.2773 loss_bbox_2: 0.1753 loss_giou_2: 0.3219 loss_ce_3: 0.2406 loss_bbox_3: 0.1606 loss_giou_3: 0.3131 loss_ce_4: 0.2279 loss_bbox_4: 0.1577 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:05:54] d2.utils.events INFO: eta: 7:31:38 iter: 353739 total_loss: 5.283 loss_ce: 0.2347 loss_bbox: 0.1667 loss_giou: 0.3476 loss_ce_0: 0.4567 loss_bbox_0: 0.265 loss_giou_0: 0.4947 loss_ce_1: 0.3525 loss_bbox_1: 0.1947 loss_giou_1: 0.381 loss_ce_2: 0.2843 loss_bbox_2: 0.1785 loss_giou_2: 0.362 loss_ce_3: 0.2536 loss_bbox_3: 0.1732 loss_giou_3: 0.3558 loss_ce_4: 0.2385 loss_bbox_4: 0.1724 loss_giou_4: 0.3575 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:00] d2.utils.events INFO: eta: 7:31:32 iter: 353759 total_loss: 4.659 loss_ce: 0.2116 loss_bbox: 0.1493 loss_giou: 0.3051 loss_ce_0: 0.4286 loss_bbox_0: 0.2595 loss_giou_0: 0.4483 loss_ce_1: 0.3077 loss_bbox_1: 0.1811 loss_giou_1: 0.3398 loss_ce_2: 0.2573 loss_bbox_2: 0.1601 loss_giou_2: 0.32 loss_ce_3: 0.2276 loss_bbox_3: 0.1559 loss_giou_3: 0.3124 loss_ce_4: 0.2144 loss_bbox_4: 0.1525 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:05] d2.utils.events INFO: eta: 7:31:34 iter: 353779 total_loss: 4.824 loss_ce: 0.2036 loss_bbox: 0.1621 loss_giou: 0.3174 loss_ce_0: 0.4368 loss_bbox_0: 0.2704 loss_giou_0: 0.471 loss_ce_1: 0.3315 loss_bbox_1: 0.1919 loss_giou_1: 0.3563 loss_ce_2: 0.2453 loss_bbox_2: 0.1674 loss_giou_2: 0.3295 loss_ce_3: 0.2196 loss_bbox_3: 0.1664 loss_giou_3: 0.3234 loss_ce_4: 0.2036 loss_bbox_4: 0.1624 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:11] d2.utils.events INFO: eta: 7:31:30 iter: 353799 total_loss: 5.253 loss_ce: 0.2422 loss_bbox: 0.1649 loss_giou: 0.312 loss_ce_0: 0.4573 loss_bbox_0: 0.2735 loss_giou_0: 0.4813 loss_ce_1: 0.3484 loss_bbox_1: 0.2019 loss_giou_1: 0.3676 loss_ce_2: 0.2862 loss_bbox_2: 0.1835 loss_giou_2: 0.3406 loss_ce_3: 0.2575 loss_bbox_3: 0.1769 loss_giou_3: 0.3247 loss_ce_4: 0.2495 loss_bbox_4: 0.1695 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:17] d2.utils.events INFO: eta: 7:31:29 iter: 353819 total_loss: 5.194 loss_ce: 0.2347 loss_bbox: 0.1641 loss_giou: 0.3139 loss_ce_0: 0.4552 loss_bbox_0: 0.2847 loss_giou_0: 0.49 loss_ce_1: 0.3306 loss_bbox_1: 0.1988 loss_giou_1: 0.36 loss_ce_2: 0.2756 loss_bbox_2: 0.1799 loss_giou_2: 0.3378 loss_ce_3: 0.2496 loss_bbox_3: 0.1734 loss_giou_3: 0.3235 loss_ce_4: 0.235 loss_bbox_4: 0.1673 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:22] d2.utils.events INFO: eta: 7:31:10 iter: 353839 total_loss: 5.007 loss_ce: 0.2346 loss_bbox: 0.1596 loss_giou: 0.3037 loss_ce_0: 0.4545 loss_bbox_0: 0.2805 loss_giou_0: 0.4665 loss_ce_1: 0.3419 loss_bbox_1: 0.1928 loss_giou_1: 0.3354 loss_ce_2: 0.2773 loss_bbox_2: 0.1721 loss_giou_2: 0.3187 loss_ce_3: 0.2543 loss_bbox_3: 0.1697 loss_giou_3: 0.314 loss_ce_4: 0.2356 loss_bbox_4: 0.1636 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:28] d2.utils.events INFO: eta: 7:31:05 iter: 353859 total_loss: 4.947 loss_ce: 0.2165 loss_bbox: 0.1507 loss_giou: 0.3146 loss_ce_0: 0.4316 loss_bbox_0: 0.2621 loss_giou_0: 0.4877 loss_ce_1: 0.3214 loss_bbox_1: 0.1802 loss_giou_1: 0.3567 loss_ce_2: 0.2754 loss_bbox_2: 0.1653 loss_giou_2: 0.3268 loss_ce_3: 0.2357 loss_bbox_3: 0.1559 loss_giou_3: 0.3147 loss_ce_4: 0.2236 loss_bbox_4: 0.1518 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:34] d2.utils.events INFO: eta: 7:31:04 iter: 353879 total_loss: 4.914 loss_ce: 0.2174 loss_bbox: 0.1552 loss_giou: 0.3043 loss_ce_0: 0.4361 loss_bbox_0: 0.2653 loss_giou_0: 0.4776 loss_ce_1: 0.3268 loss_bbox_1: 0.1874 loss_giou_1: 0.3566 loss_ce_2: 0.2592 loss_bbox_2: 0.1674 loss_giou_2: 0.3322 loss_ce_3: 0.2341 loss_bbox_3: 0.1621 loss_giou_3: 0.3118 loss_ce_4: 0.225 loss_bbox_4: 0.1571 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:39] d2.utils.events INFO: eta: 7:31:00 iter: 353899 total_loss: 4.971 loss_ce: 0.2121 loss_bbox: 0.1648 loss_giou: 0.3004 loss_ce_0: 0.4438 loss_bbox_0: 0.2645 loss_giou_0: 0.4784 loss_ce_1: 0.3239 loss_bbox_1: 0.1914 loss_giou_1: 0.3504 loss_ce_2: 0.2544 loss_bbox_2: 0.1847 loss_giou_2: 0.3194 loss_ce_3: 0.2254 loss_bbox_3: 0.1715 loss_giou_3: 0.3139 loss_ce_4: 0.215 loss_bbox_4: 0.1672 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:45] d2.utils.events INFO: eta: 7:30:56 iter: 353919 total_loss: 4.973 loss_ce: 0.2251 loss_bbox: 0.1492 loss_giou: 0.2983 loss_ce_0: 0.4492 loss_bbox_0: 0.271 loss_giou_0: 0.4856 loss_ce_1: 0.3355 loss_bbox_1: 0.1787 loss_giou_1: 0.3441 loss_ce_2: 0.276 loss_bbox_2: 0.1578 loss_giou_2: 0.3244 loss_ce_3: 0.2457 loss_bbox_3: 0.1552 loss_giou_3: 0.3141 loss_ce_4: 0.2324 loss_bbox_4: 0.1513 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:51] d2.utils.events INFO: eta: 7:30:50 iter: 353939 total_loss: 4.916 loss_ce: 0.2381 loss_bbox: 0.1546 loss_giou: 0.312 loss_ce_0: 0.4391 loss_bbox_0: 0.2719 loss_giou_0: 0.4893 loss_ce_1: 0.3303 loss_bbox_1: 0.1861 loss_giou_1: 0.3592 loss_ce_2: 0.2578 loss_bbox_2: 0.1707 loss_giou_2: 0.3376 loss_ce_3: 0.2532 loss_bbox_3: 0.1611 loss_giou_3: 0.32 loss_ce_4: 0.245 loss_bbox_4: 0.1605 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 18:06:56] d2.utils.events INFO: eta: 7:30:50 iter: 353959 total_loss: 5.001 loss_ce: 0.2307 loss_bbox: 0.1518 loss_giou: 0.3213 loss_ce_0: 0.4308 loss_bbox_0: 0.2587 loss_giou_0: 0.4942 loss_ce_1: 0.3351 loss_bbox_1: 0.1858 loss_giou_1: 0.3653 loss_ce_2: 0.2739 loss_bbox_2: 0.1657 loss_giou_2: 0.3386 loss_ce_3: 0.2485 loss_bbox_3: 0.158 loss_giou_3: 0.3311 loss_ce_4: 0.2377 loss_bbox_4: 0.1552 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:02] d2.utils.events INFO: eta: 7:30:50 iter: 353979 total_loss: 5.07 loss_ce: 0.224 loss_bbox: 0.156 loss_giou: 0.3136 loss_ce_0: 0.4529 loss_bbox_0: 0.2865 loss_giou_0: 0.4809 loss_ce_1: 0.3378 loss_bbox_1: 0.1871 loss_giou_1: 0.3517 loss_ce_2: 0.2855 loss_bbox_2: 0.1676 loss_giou_2: 0.3334 loss_ce_3: 0.2497 loss_bbox_3: 0.1646 loss_giou_3: 0.326 loss_ce_4: 0.2355 loss_bbox_4: 0.1593 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:08] d2.utils.events INFO: eta: 7:30:41 iter: 353999 total_loss: 5.067 loss_ce: 0.2305 loss_bbox: 0.1711 loss_giou: 0.3018 loss_ce_0: 0.4286 loss_bbox_0: 0.2838 loss_giou_0: 0.4618 loss_ce_1: 0.3364 loss_bbox_1: 0.2078 loss_giou_1: 0.3481 loss_ce_2: 0.2817 loss_bbox_2: 0.1877 loss_giou_2: 0.3238 loss_ce_3: 0.2585 loss_bbox_3: 0.1763 loss_giou_3: 0.3118 loss_ce_4: 0.2317 loss_bbox_4: 0.1722 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:14] d2.utils.events INFO: eta: 7:30:46 iter: 354019 total_loss: 5.132 loss_ce: 0.2242 loss_bbox: 0.165 loss_giou: 0.3008 loss_ce_0: 0.4476 loss_bbox_0: 0.2864 loss_giou_0: 0.4646 loss_ce_1: 0.3407 loss_bbox_1: 0.1942 loss_giou_1: 0.343 loss_ce_2: 0.2815 loss_bbox_2: 0.1787 loss_giou_2: 0.3037 loss_ce_3: 0.2397 loss_bbox_3: 0.1713 loss_giou_3: 0.305 loss_ce_4: 0.2352 loss_bbox_4: 0.1651 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:19] d2.utils.events INFO: eta: 7:30:29 iter: 354039 total_loss: 4.893 loss_ce: 0.2138 loss_bbox: 0.1567 loss_giou: 0.289 loss_ce_0: 0.4339 loss_bbox_0: 0.2799 loss_giou_0: 0.4464 loss_ce_1: 0.3205 loss_bbox_1: 0.1925 loss_giou_1: 0.3343 loss_ce_2: 0.2633 loss_bbox_2: 0.1722 loss_giou_2: 0.3144 loss_ce_3: 0.2341 loss_bbox_3: 0.1646 loss_giou_3: 0.3018 loss_ce_4: 0.2137 loss_bbox_4: 0.1625 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:25] d2.utils.events INFO: eta: 7:30:26 iter: 354059 total_loss: 5.095 loss_ce: 0.2313 loss_bbox: 0.1701 loss_giou: 0.3113 loss_ce_0: 0.4582 loss_bbox_0: 0.2849 loss_giou_0: 0.4916 loss_ce_1: 0.3418 loss_bbox_1: 0.2012 loss_giou_1: 0.3676 loss_ce_2: 0.2719 loss_bbox_2: 0.1818 loss_giou_2: 0.3286 loss_ce_3: 0.2365 loss_bbox_3: 0.1776 loss_giou_3: 0.3232 loss_ce_4: 0.2334 loss_bbox_4: 0.1736 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:31] d2.utils.events INFO: eta: 7:30:13 iter: 354079 total_loss: 4.586 loss_ce: 0.2053 loss_bbox: 0.1466 loss_giou: 0.2847 loss_ce_0: 0.4127 loss_bbox_0: 0.2605 loss_giou_0: 0.4436 loss_ce_1: 0.3165 loss_bbox_1: 0.1853 loss_giou_1: 0.3351 loss_ce_2: 0.2537 loss_bbox_2: 0.1642 loss_giou_2: 0.2964 loss_ce_3: 0.2207 loss_bbox_3: 0.1583 loss_giou_3: 0.2927 loss_ce_4: 0.2023 loss_bbox_4: 0.1506 loss_giou_4: 0.2899 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:37] d2.utils.events INFO: eta: 7:30:12 iter: 354099 total_loss: 4.873 loss_ce: 0.2254 loss_bbox: 0.156 loss_giou: 0.3091 loss_ce_0: 0.4336 loss_bbox_0: 0.2698 loss_giou_0: 0.5031 loss_ce_1: 0.3313 loss_bbox_1: 0.1886 loss_giou_1: 0.3635 loss_ce_2: 0.2766 loss_bbox_2: 0.1673 loss_giou_2: 0.3345 loss_ce_3: 0.2471 loss_bbox_3: 0.1573 loss_giou_3: 0.3222 loss_ce_4: 0.2342 loss_bbox_4: 0.1538 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:42] d2.utils.events INFO: eta: 7:30:10 iter: 354119 total_loss: 5.113 loss_ce: 0.221 loss_bbox: 0.1575 loss_giou: 0.3144 loss_ce_0: 0.4488 loss_bbox_0: 0.2809 loss_giou_0: 0.4973 loss_ce_1: 0.3366 loss_bbox_1: 0.1952 loss_giou_1: 0.3629 loss_ce_2: 0.2823 loss_bbox_2: 0.1765 loss_giou_2: 0.3303 loss_ce_3: 0.2424 loss_bbox_3: 0.1671 loss_giou_3: 0.32 loss_ce_4: 0.2286 loss_bbox_4: 0.1601 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:48] d2.utils.events INFO: eta: 7:30:01 iter: 354139 total_loss: 4.962 loss_ce: 0.2171 loss_bbox: 0.1525 loss_giou: 0.3166 loss_ce_0: 0.449 loss_bbox_0: 0.2646 loss_giou_0: 0.4815 loss_ce_1: 0.3255 loss_bbox_1: 0.1871 loss_giou_1: 0.3588 loss_ce_2: 0.2643 loss_bbox_2: 0.1637 loss_giou_2: 0.3335 loss_ce_3: 0.2292 loss_bbox_3: 0.1572 loss_giou_3: 0.3292 loss_ce_4: 0.214 loss_bbox_4: 0.1545 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:54] d2.utils.events INFO: eta: 7:29:56 iter: 354159 total_loss: 4.839 loss_ce: 0.2124 loss_bbox: 0.1615 loss_giou: 0.3051 loss_ce_0: 0.439 loss_bbox_0: 0.2617 loss_giou_0: 0.473 loss_ce_1: 0.344 loss_bbox_1: 0.1852 loss_giou_1: 0.3521 loss_ce_2: 0.2639 loss_bbox_2: 0.1729 loss_giou_2: 0.3276 loss_ce_3: 0.2271 loss_bbox_3: 0.1627 loss_giou_3: 0.3108 loss_ce_4: 0.221 loss_bbox_4: 0.1627 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 18:07:59] d2.utils.events INFO: eta: 7:29:56 iter: 354179 total_loss: 5.158 loss_ce: 0.2246 loss_bbox: 0.1536 loss_giou: 0.3421 loss_ce_0: 0.4429 loss_bbox_0: 0.2754 loss_giou_0: 0.5281 loss_ce_1: 0.3259 loss_bbox_1: 0.1839 loss_giou_1: 0.3939 loss_ce_2: 0.2703 loss_bbox_2: 0.1665 loss_giou_2: 0.3644 loss_ce_3: 0.2418 loss_bbox_3: 0.1657 loss_giou_3: 0.3527 loss_ce_4: 0.2277 loss_bbox_4: 0.1564 loss_giou_4: 0.3473 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:05] d2.utils.events INFO: eta: 7:29:41 iter: 354199 total_loss: 4.757 loss_ce: 0.211 loss_bbox: 0.1672 loss_giou: 0.3083 loss_ce_0: 0.4377 loss_bbox_0: 0.2764 loss_giou_0: 0.4785 loss_ce_1: 0.317 loss_bbox_1: 0.1924 loss_giou_1: 0.3572 loss_ce_2: 0.2529 loss_bbox_2: 0.1802 loss_giou_2: 0.3314 loss_ce_3: 0.2221 loss_bbox_3: 0.181 loss_giou_3: 0.3213 loss_ce_4: 0.2155 loss_bbox_4: 0.172 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:11] d2.utils.events INFO: eta: 7:29:34 iter: 354219 total_loss: 5.198 loss_ce: 0.2292 loss_bbox: 0.1669 loss_giou: 0.3303 loss_ce_0: 0.4436 loss_bbox_0: 0.2817 loss_giou_0: 0.5102 loss_ce_1: 0.3336 loss_bbox_1: 0.1902 loss_giou_1: 0.3794 loss_ce_2: 0.2832 loss_bbox_2: 0.1708 loss_giou_2: 0.3508 loss_ce_3: 0.2376 loss_bbox_3: 0.1694 loss_giou_3: 0.3412 loss_ce_4: 0.2271 loss_bbox_4: 0.1631 loss_giou_4: 0.3362 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:16] d2.utils.events INFO: eta: 7:29:30 iter: 354239 total_loss: 5.178 loss_ce: 0.2177 loss_bbox: 0.1528 loss_giou: 0.3166 loss_ce_0: 0.4371 loss_bbox_0: 0.2577 loss_giou_0: 0.4793 loss_ce_1: 0.3182 loss_bbox_1: 0.181 loss_giou_1: 0.3515 loss_ce_2: 0.2593 loss_bbox_2: 0.1702 loss_giou_2: 0.3348 loss_ce_3: 0.2344 loss_bbox_3: 0.1568 loss_giou_3: 0.328 loss_ce_4: 0.2148 loss_bbox_4: 0.1545 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:22] d2.utils.events INFO: eta: 7:29:38 iter: 354259 total_loss: 4.942 loss_ce: 0.2242 loss_bbox: 0.1546 loss_giou: 0.3298 loss_ce_0: 0.454 loss_bbox_0: 0.268 loss_giou_0: 0.5142 loss_ce_1: 0.3369 loss_bbox_1: 0.1848 loss_giou_1: 0.3874 loss_ce_2: 0.2869 loss_bbox_2: 0.1689 loss_giou_2: 0.3557 loss_ce_3: 0.2475 loss_bbox_3: 0.1598 loss_giou_3: 0.343 loss_ce_4: 0.2277 loss_bbox_4: 0.1552 loss_giou_4: 0.335 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:28] d2.utils.events INFO: eta: 7:29:25 iter: 354279 total_loss: 5.181 loss_ce: 0.2412 loss_bbox: 0.166 loss_giou: 0.3215 loss_ce_0: 0.456 loss_bbox_0: 0.2692 loss_giou_0: 0.505 loss_ce_1: 0.3494 loss_bbox_1: 0.1953 loss_giou_1: 0.3627 loss_ce_2: 0.2897 loss_bbox_2: 0.1792 loss_giou_2: 0.3395 loss_ce_3: 0.2582 loss_bbox_3: 0.169 loss_giou_3: 0.3299 loss_ce_4: 0.2495 loss_bbox_4: 0.1704 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:33] d2.utils.events INFO: eta: 7:29:08 iter: 354299 total_loss: 4.93 loss_ce: 0.2254 loss_bbox: 0.1501 loss_giou: 0.3035 loss_ce_0: 0.4521 loss_bbox_0: 0.2753 loss_giou_0: 0.4684 loss_ce_1: 0.3306 loss_bbox_1: 0.1764 loss_giou_1: 0.3523 loss_ce_2: 0.2782 loss_bbox_2: 0.1627 loss_giou_2: 0.3266 loss_ce_3: 0.2433 loss_bbox_3: 0.1571 loss_giou_3: 0.309 loss_ce_4: 0.2275 loss_bbox_4: 0.1545 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:39] d2.utils.events INFO: eta: 7:29:00 iter: 354319 total_loss: 4.692 loss_ce: 0.2018 loss_bbox: 0.1687 loss_giou: 0.2955 loss_ce_0: 0.4232 loss_bbox_0: 0.2741 loss_giou_0: 0.461 loss_ce_1: 0.3099 loss_bbox_1: 0.1958 loss_giou_1: 0.3406 loss_ce_2: 0.2546 loss_bbox_2: 0.1748 loss_giou_2: 0.3163 loss_ce_3: 0.2242 loss_bbox_3: 0.1708 loss_giou_3: 0.3093 loss_ce_4: 0.2086 loss_bbox_4: 0.1721 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:45] d2.utils.events INFO: eta: 7:28:49 iter: 354339 total_loss: 4.959 loss_ce: 0.2224 loss_bbox: 0.1612 loss_giou: 0.3063 loss_ce_0: 0.4455 loss_bbox_0: 0.2751 loss_giou_0: 0.4757 loss_ce_1: 0.3255 loss_bbox_1: 0.1941 loss_giou_1: 0.3525 loss_ce_2: 0.2619 loss_bbox_2: 0.1725 loss_giou_2: 0.3208 loss_ce_3: 0.2412 loss_bbox_3: 0.1655 loss_giou_3: 0.3156 loss_ce_4: 0.2238 loss_bbox_4: 0.1652 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:51] d2.utils.events INFO: eta: 7:28:46 iter: 354359 total_loss: 5.127 loss_ce: 0.2239 loss_bbox: 0.1526 loss_giou: 0.3248 loss_ce_0: 0.4464 loss_bbox_0: 0.2698 loss_giou_0: 0.4862 loss_ce_1: 0.3412 loss_bbox_1: 0.177 loss_giou_1: 0.3584 loss_ce_2: 0.2723 loss_bbox_2: 0.1661 loss_giou_2: 0.3382 loss_ce_3: 0.2392 loss_bbox_3: 0.1596 loss_giou_3: 0.3305 loss_ce_4: 0.2319 loss_bbox_4: 0.1547 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 18:08:56] d2.utils.events INFO: eta: 7:28:37 iter: 354379 total_loss: 4.968 loss_ce: 0.2185 loss_bbox: 0.1512 loss_giou: 0.3193 loss_ce_0: 0.4667 loss_bbox_0: 0.2696 loss_giou_0: 0.5055 loss_ce_1: 0.3357 loss_bbox_1: 0.1826 loss_giou_1: 0.3651 loss_ce_2: 0.2764 loss_bbox_2: 0.1642 loss_giou_2: 0.3382 loss_ce_3: 0.2395 loss_bbox_3: 0.1585 loss_giou_3: 0.329 loss_ce_4: 0.2253 loss_bbox_4: 0.1561 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:02] d2.utils.events INFO: eta: 7:28:28 iter: 354399 total_loss: 4.665 loss_ce: 0.1984 loss_bbox: 0.149 loss_giou: 0.277 loss_ce_0: 0.4207 loss_bbox_0: 0.2528 loss_giou_0: 0.4425 loss_ce_1: 0.3151 loss_bbox_1: 0.1729 loss_giou_1: 0.3152 loss_ce_2: 0.2596 loss_bbox_2: 0.155 loss_giou_2: 0.29 loss_ce_3: 0.2228 loss_bbox_3: 0.1567 loss_giou_3: 0.2871 loss_ce_4: 0.2129 loss_bbox_4: 0.1549 loss_giou_4: 0.2814 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:08] d2.utils.events INFO: eta: 7:28:20 iter: 354419 total_loss: 4.665 loss_ce: 0.1919 loss_bbox: 0.1569 loss_giou: 0.3128 loss_ce_0: 0.4323 loss_bbox_0: 0.2718 loss_giou_0: 0.4828 loss_ce_1: 0.3084 loss_bbox_1: 0.1786 loss_giou_1: 0.3521 loss_ce_2: 0.2434 loss_bbox_2: 0.1619 loss_giou_2: 0.3279 loss_ce_3: 0.2148 loss_bbox_3: 0.1593 loss_giou_3: 0.3278 loss_ce_4: 0.198 loss_bbox_4: 0.1581 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:13] d2.utils.events INFO: eta: 7:28:13 iter: 354439 total_loss: 4.856 loss_ce: 0.2145 loss_bbox: 0.1552 loss_giou: 0.3064 loss_ce_0: 0.4324 loss_bbox_0: 0.2732 loss_giou_0: 0.4824 loss_ce_1: 0.3216 loss_bbox_1: 0.1874 loss_giou_1: 0.3519 loss_ce_2: 0.2595 loss_bbox_2: 0.1728 loss_giou_2: 0.3269 loss_ce_3: 0.2335 loss_bbox_3: 0.162 loss_giou_3: 0.3131 loss_ce_4: 0.2125 loss_bbox_4: 0.1612 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:19] d2.utils.events INFO: eta: 7:28:07 iter: 354459 total_loss: 4.724 loss_ce: 0.215 loss_bbox: 0.1537 loss_giou: 0.3063 loss_ce_0: 0.4501 loss_bbox_0: 0.2615 loss_giou_0: 0.4763 loss_ce_1: 0.3287 loss_bbox_1: 0.1813 loss_giou_1: 0.357 loss_ce_2: 0.257 loss_bbox_2: 0.164 loss_giou_2: 0.3359 loss_ce_3: 0.2314 loss_bbox_3: 0.1576 loss_giou_3: 0.3178 loss_ce_4: 0.22 loss_bbox_4: 0.1564 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:25] d2.utils.events INFO: eta: 7:28:05 iter: 354479 total_loss: 5.332 loss_ce: 0.2413 loss_bbox: 0.1652 loss_giou: 0.33 loss_ce_0: 0.4563 loss_bbox_0: 0.2869 loss_giou_0: 0.5148 loss_ce_1: 0.3471 loss_bbox_1: 0.1955 loss_giou_1: 0.3838 loss_ce_2: 0.2988 loss_bbox_2: 0.1799 loss_giou_2: 0.3539 loss_ce_3: 0.2603 loss_bbox_3: 0.1737 loss_giou_3: 0.3429 loss_ce_4: 0.2459 loss_bbox_4: 0.1695 loss_giou_4: 0.335 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:30] d2.utils.events INFO: eta: 7:28:04 iter: 354499 total_loss: 5.127 loss_ce: 0.2294 loss_bbox: 0.1697 loss_giou: 0.3094 loss_ce_0: 0.4431 loss_bbox_0: 0.2794 loss_giou_0: 0.5034 loss_ce_1: 0.35 loss_bbox_1: 0.2066 loss_giou_1: 0.3634 loss_ce_2: 0.2958 loss_bbox_2: 0.187 loss_giou_2: 0.3284 loss_ce_3: 0.2501 loss_bbox_3: 0.1787 loss_giou_3: 0.317 loss_ce_4: 0.2322 loss_bbox_4: 0.1731 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:36] d2.utils.events INFO: eta: 7:28:15 iter: 354519 total_loss: 5.007 loss_ce: 0.2278 loss_bbox: 0.1672 loss_giou: 0.319 loss_ce_0: 0.4549 loss_bbox_0: 0.2794 loss_giou_0: 0.4842 loss_ce_1: 0.3371 loss_bbox_1: 0.1956 loss_giou_1: 0.3606 loss_ce_2: 0.2868 loss_bbox_2: 0.1785 loss_giou_2: 0.3376 loss_ce_3: 0.248 loss_bbox_3: 0.1746 loss_giou_3: 0.3276 loss_ce_4: 0.2307 loss_bbox_4: 0.1717 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0328 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:42] d2.utils.events INFO: eta: 7:28:04 iter: 354539 total_loss: 4.951 loss_ce: 0.2157 loss_bbox: 0.1744 loss_giou: 0.3171 loss_ce_0: 0.4347 loss_bbox_0: 0.2825 loss_giou_0: 0.4772 loss_ce_1: 0.3249 loss_bbox_1: 0.202 loss_giou_1: 0.3521 loss_ce_2: 0.2616 loss_bbox_2: 0.188 loss_giou_2: 0.3269 loss_ce_3: 0.2174 loss_bbox_3: 0.1784 loss_giou_3: 0.3192 loss_ce_4: 0.2165 loss_bbox_4: 0.1753 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:47] d2.utils.events INFO: eta: 7:28:01 iter: 354559 total_loss: 4.725 loss_ce: 0.201 loss_bbox: 0.1543 loss_giou: 0.2915 loss_ce_0: 0.4422 loss_bbox_0: 0.2878 loss_giou_0: 0.4553 loss_ce_1: 0.3204 loss_bbox_1: 0.1833 loss_giou_1: 0.3355 loss_ce_2: 0.2523 loss_bbox_2: 0.1676 loss_giou_2: 0.3138 loss_ce_3: 0.2236 loss_bbox_3: 0.1624 loss_giou_3: 0.2995 loss_ce_4: 0.2112 loss_bbox_4: 0.1589 loss_giou_4: 0.2926 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:53] d2.utils.events INFO: eta: 7:27:48 iter: 354579 total_loss: 4.838 loss_ce: 0.229 loss_bbox: 0.1546 loss_giou: 0.2979 loss_ce_0: 0.4612 loss_bbox_0: 0.2741 loss_giou_0: 0.4733 loss_ce_1: 0.3423 loss_bbox_1: 0.1847 loss_giou_1: 0.3379 loss_ce_2: 0.2799 loss_bbox_2: 0.1678 loss_giou_2: 0.3076 loss_ce_3: 0.241 loss_bbox_3: 0.1643 loss_giou_3: 0.3025 loss_ce_4: 0.2277 loss_bbox_4: 0.1614 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0320 lr: 2.5e-06 max_mem: 5427M [11/03 18:09:59] d2.utils.events INFO: eta: 7:27:45 iter: 354599 total_loss: 5 loss_ce: 0.2383 loss_bbox: 0.1717 loss_giou: 0.318 loss_ce_0: 0.4529 loss_bbox_0: 0.2904 loss_giou_0: 0.4838 loss_ce_1: 0.3396 loss_bbox_1: 0.2027 loss_giou_1: 0.3632 loss_ce_2: 0.2745 loss_bbox_2: 0.1856 loss_giou_2: 0.3298 loss_ce_3: 0.2549 loss_bbox_3: 0.1785 loss_giou_3: 0.3253 loss_ce_4: 0.2369 loss_bbox_4: 0.1716 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:05] d2.utils.events INFO: eta: 7:27:35 iter: 354619 total_loss: 4.737 loss_ce: 0.2016 loss_bbox: 0.1562 loss_giou: 0.303 loss_ce_0: 0.4287 loss_bbox_0: 0.2722 loss_giou_0: 0.4728 loss_ce_1: 0.3241 loss_bbox_1: 0.1891 loss_giou_1: 0.3483 loss_ce_2: 0.2564 loss_bbox_2: 0.1681 loss_giou_2: 0.3193 loss_ce_3: 0.2186 loss_bbox_3: 0.1593 loss_giou_3: 0.3112 loss_ce_4: 0.2064 loss_bbox_4: 0.1573 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:10] d2.utils.events INFO: eta: 7:27:38 iter: 354639 total_loss: 5.121 loss_ce: 0.2262 loss_bbox: 0.1617 loss_giou: 0.328 loss_ce_0: 0.4687 loss_bbox_0: 0.2812 loss_giou_0: 0.4979 loss_ce_1: 0.3449 loss_bbox_1: 0.1995 loss_giou_1: 0.372 loss_ce_2: 0.2693 loss_bbox_2: 0.1742 loss_giou_2: 0.3494 loss_ce_3: 0.2352 loss_bbox_3: 0.1702 loss_giou_3: 0.343 loss_ce_4: 0.2261 loss_bbox_4: 0.1653 loss_giou_4: 0.3326 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:16] d2.utils.events INFO: eta: 7:27:32 iter: 354659 total_loss: 4.93 loss_ce: 0.2228 loss_bbox: 0.1448 loss_giou: 0.3059 loss_ce_0: 0.4494 loss_bbox_0: 0.2679 loss_giou_0: 0.4818 loss_ce_1: 0.3444 loss_bbox_1: 0.1744 loss_giou_1: 0.3536 loss_ce_2: 0.2801 loss_bbox_2: 0.1545 loss_giou_2: 0.3189 loss_ce_3: 0.2371 loss_bbox_3: 0.1505 loss_giou_3: 0.3171 loss_ce_4: 0.2248 loss_bbox_4: 0.1493 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:22] d2.utils.events INFO: eta: 7:27:31 iter: 354679 total_loss: 4.801 loss_ce: 0.2104 loss_bbox: 0.1518 loss_giou: 0.3018 loss_ce_0: 0.4317 loss_bbox_0: 0.2567 loss_giou_0: 0.4575 loss_ce_1: 0.328 loss_bbox_1: 0.1783 loss_giou_1: 0.3346 loss_ce_2: 0.267 loss_bbox_2: 0.1618 loss_giou_2: 0.314 loss_ce_3: 0.2318 loss_bbox_3: 0.1528 loss_giou_3: 0.307 loss_ce_4: 0.2223 loss_bbox_4: 0.1535 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:27] d2.utils.events INFO: eta: 7:27:25 iter: 354699 total_loss: 5.055 loss_ce: 0.2211 loss_bbox: 0.1606 loss_giou: 0.3067 loss_ce_0: 0.4458 loss_bbox_0: 0.2708 loss_giou_0: 0.4895 loss_ce_1: 0.3283 loss_bbox_1: 0.1844 loss_giou_1: 0.3605 loss_ce_2: 0.2641 loss_bbox_2: 0.1722 loss_giou_2: 0.3262 loss_ce_3: 0.228 loss_bbox_3: 0.1659 loss_giou_3: 0.3189 loss_ce_4: 0.2191 loss_bbox_4: 0.1657 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:33] d2.utils.events INFO: eta: 7:27:22 iter: 354719 total_loss: 5.141 loss_ce: 0.2284 loss_bbox: 0.1608 loss_giou: 0.3289 loss_ce_0: 0.4604 loss_bbox_0: 0.2705 loss_giou_0: 0.5006 loss_ce_1: 0.361 loss_bbox_1: 0.1931 loss_giou_1: 0.3728 loss_ce_2: 0.2911 loss_bbox_2: 0.1709 loss_giou_2: 0.3417 loss_ce_3: 0.245 loss_bbox_3: 0.1654 loss_giou_3: 0.3385 loss_ce_4: 0.2321 loss_bbox_4: 0.1648 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:39] d2.utils.events INFO: eta: 7:27:21 iter: 354739 total_loss: 5.125 loss_ce: 0.2339 loss_bbox: 0.1591 loss_giou: 0.3094 loss_ce_0: 0.4617 loss_bbox_0: 0.2919 loss_giou_0: 0.4723 loss_ce_1: 0.3555 loss_bbox_1: 0.1994 loss_giou_1: 0.3458 loss_ce_2: 0.2942 loss_bbox_2: 0.1763 loss_giou_2: 0.326 loss_ce_3: 0.2557 loss_bbox_3: 0.1709 loss_giou_3: 0.3125 loss_ce_4: 0.2422 loss_bbox_4: 0.1667 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0131 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:44] d2.utils.events INFO: eta: 7:27:16 iter: 354759 total_loss: 4.804 loss_ce: 0.2121 loss_bbox: 0.1545 loss_giou: 0.3091 loss_ce_0: 0.4183 loss_bbox_0: 0.265 loss_giou_0: 0.4764 loss_ce_1: 0.3097 loss_bbox_1: 0.1824 loss_giou_1: 0.3499 loss_ce_2: 0.262 loss_bbox_2: 0.1703 loss_giou_2: 0.3353 loss_ce_3: 0.2292 loss_bbox_3: 0.1624 loss_giou_3: 0.3168 loss_ce_4: 0.2156 loss_bbox_4: 0.1559 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:50] d2.utils.events INFO: eta: 7:27:01 iter: 354779 total_loss: 4.974 loss_ce: 0.2233 loss_bbox: 0.1614 loss_giou: 0.288 loss_ce_0: 0.4439 loss_bbox_0: 0.2807 loss_giou_0: 0.4566 loss_ce_1: 0.3223 loss_bbox_1: 0.2021 loss_giou_1: 0.3418 loss_ce_2: 0.261 loss_bbox_2: 0.1839 loss_giou_2: 0.3125 loss_ce_3: 0.2414 loss_bbox_3: 0.1748 loss_giou_3: 0.2981 loss_ce_4: 0.227 loss_bbox_4: 0.1676 loss_giou_4: 0.2917 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 18:10:56] d2.utils.events INFO: eta: 7:26:50 iter: 354799 total_loss: 4.596 loss_ce: 0.2125 loss_bbox: 0.1525 loss_giou: 0.2934 loss_ce_0: 0.4393 loss_bbox_0: 0.2774 loss_giou_0: 0.4718 loss_ce_1: 0.3285 loss_bbox_1: 0.181 loss_giou_1: 0.3396 loss_ce_2: 0.2566 loss_bbox_2: 0.1533 loss_giou_2: 0.3051 loss_ce_3: 0.2263 loss_bbox_3: 0.1545 loss_giou_3: 0.2996 loss_ce_4: 0.2182 loss_bbox_4: 0.153 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:01] d2.utils.events INFO: eta: 7:26:38 iter: 354819 total_loss: 4.91 loss_ce: 0.2215 loss_bbox: 0.1574 loss_giou: 0.2921 loss_ce_0: 0.428 loss_bbox_0: 0.2813 loss_giou_0: 0.4721 loss_ce_1: 0.3221 loss_bbox_1: 0.1881 loss_giou_1: 0.3378 loss_ce_2: 0.2536 loss_bbox_2: 0.1659 loss_giou_2: 0.3117 loss_ce_3: 0.2302 loss_bbox_3: 0.1598 loss_giou_3: 0.3007 loss_ce_4: 0.2279 loss_bbox_4: 0.1599 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:07] d2.utils.events INFO: eta: 7:26:44 iter: 354839 total_loss: 5.006 loss_ce: 0.2257 loss_bbox: 0.1557 loss_giou: 0.3066 loss_ce_0: 0.4548 loss_bbox_0: 0.2697 loss_giou_0: 0.4637 loss_ce_1: 0.3456 loss_bbox_1: 0.1875 loss_giou_1: 0.3572 loss_ce_2: 0.2857 loss_bbox_2: 0.1716 loss_giou_2: 0.3282 loss_ce_3: 0.2522 loss_bbox_3: 0.1682 loss_giou_3: 0.3188 loss_ce_4: 0.2325 loss_bbox_4: 0.1625 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:13] d2.utils.events INFO: eta: 7:26:41 iter: 354859 total_loss: 4.924 loss_ce: 0.2321 loss_bbox: 0.1594 loss_giou: 0.2999 loss_ce_0: 0.468 loss_bbox_0: 0.2715 loss_giou_0: 0.4805 loss_ce_1: 0.3504 loss_bbox_1: 0.1814 loss_giou_1: 0.3392 loss_ce_2: 0.2916 loss_bbox_2: 0.1724 loss_giou_2: 0.308 loss_ce_3: 0.2516 loss_bbox_3: 0.166 loss_giou_3: 0.3025 loss_ce_4: 0.2394 loss_bbox_4: 0.1644 loss_giou_4: 0.2983 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:19] d2.utils.events INFO: eta: 7:26:35 iter: 354879 total_loss: 5.28 loss_ce: 0.2184 loss_bbox: 0.1666 loss_giou: 0.3189 loss_ce_0: 0.4489 loss_bbox_0: 0.2846 loss_giou_0: 0.4984 loss_ce_1: 0.3373 loss_bbox_1: 0.1956 loss_giou_1: 0.3805 loss_ce_2: 0.2725 loss_bbox_2: 0.1807 loss_giou_2: 0.3387 loss_ce_3: 0.2348 loss_bbox_3: 0.171 loss_giou_3: 0.3298 loss_ce_4: 0.2178 loss_bbox_4: 0.1667 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0348 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:24] d2.utils.events INFO: eta: 7:26:31 iter: 354899 total_loss: 5.111 loss_ce: 0.233 loss_bbox: 0.1642 loss_giou: 0.3106 loss_ce_0: 0.461 loss_bbox_0: 0.2823 loss_giou_0: 0.4987 loss_ce_1: 0.344 loss_bbox_1: 0.1925 loss_giou_1: 0.3643 loss_ce_2: 0.2773 loss_bbox_2: 0.1783 loss_giou_2: 0.3398 loss_ce_3: 0.2446 loss_bbox_3: 0.1671 loss_giou_3: 0.3301 loss_ce_4: 0.2243 loss_bbox_4: 0.1666 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:30] d2.utils.events INFO: eta: 7:26:23 iter: 354919 total_loss: 4.987 loss_ce: 0.2271 loss_bbox: 0.1639 loss_giou: 0.289 loss_ce_0: 0.4621 loss_bbox_0: 0.2853 loss_giou_0: 0.4702 loss_ce_1: 0.352 loss_bbox_1: 0.1964 loss_giou_1: 0.3461 loss_ce_2: 0.2787 loss_bbox_2: 0.1723 loss_giou_2: 0.3114 loss_ce_3: 0.2457 loss_bbox_3: 0.1671 loss_giou_3: 0.2988 loss_ce_4: 0.2298 loss_bbox_4: 0.1657 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0316 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:36] d2.utils.events INFO: eta: 7:26:20 iter: 354939 total_loss: 4.939 loss_ce: 0.2096 loss_bbox: 0.1552 loss_giou: 0.3135 loss_ce_0: 0.4474 loss_bbox_0: 0.2694 loss_giou_0: 0.4855 loss_ce_1: 0.3253 loss_bbox_1: 0.1855 loss_giou_1: 0.3526 loss_ce_2: 0.2552 loss_bbox_2: 0.1668 loss_giou_2: 0.3343 loss_ce_3: 0.2245 loss_bbox_3: 0.1565 loss_giou_3: 0.3222 loss_ce_4: 0.2067 loss_bbox_4: 0.156 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:41] d2.utils.events INFO: eta: 7:26:12 iter: 354959 total_loss: 4.935 loss_ce: 0.2187 loss_bbox: 0.1588 loss_giou: 0.3254 loss_ce_0: 0.4409 loss_bbox_0: 0.2717 loss_giou_0: 0.4894 loss_ce_1: 0.3191 loss_bbox_1: 0.1895 loss_giou_1: 0.3629 loss_ce_2: 0.2686 loss_bbox_2: 0.1691 loss_giou_2: 0.3397 loss_ce_3: 0.2441 loss_bbox_3: 0.1617 loss_giou_3: 0.3321 loss_ce_4: 0.2307 loss_bbox_4: 0.1588 loss_giou_4: 0.3264 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:47] d2.utils.events INFO: eta: 7:26:03 iter: 354979 total_loss: 5.23 loss_ce: 0.2368 loss_bbox: 0.1693 loss_giou: 0.3382 loss_ce_0: 0.4557 loss_bbox_0: 0.274 loss_giou_0: 0.4973 loss_ce_1: 0.3698 loss_bbox_1: 0.1944 loss_giou_1: 0.3641 loss_ce_2: 0.2878 loss_bbox_2: 0.1806 loss_giou_2: 0.3444 loss_ce_3: 0.2798 loss_bbox_3: 0.176 loss_giou_3: 0.3437 loss_ce_4: 0.2502 loss_bbox_4: 0.1717 loss_giou_4: 0.3392 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:11:53] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0354999.pth [11/03 18:11:55] d2.utils.events INFO: eta: 7:25:54 iter: 354999 total_loss: 5.047 loss_ce: 0.2201 loss_bbox: 0.1671 loss_giou: 0.3157 loss_ce_0: 0.4484 loss_bbox_0: 0.2702 loss_giou_0: 0.4802 loss_ce_1: 0.339 loss_bbox_1: 0.1933 loss_giou_1: 0.3638 loss_ce_2: 0.2751 loss_bbox_2: 0.1817 loss_giou_2: 0.3383 loss_ce_3: 0.2462 loss_bbox_3: 0.1756 loss_giou_3: 0.3254 loss_ce_4: 0.2305 loss_bbox_4: 0.1688 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:00] d2.utils.events INFO: eta: 7:25:50 iter: 355019 total_loss: 5.057 loss_ce: 0.2348 loss_bbox: 0.158 loss_giou: 0.3215 loss_ce_0: 0.4625 loss_bbox_0: 0.267 loss_giou_0: 0.5067 loss_ce_1: 0.3429 loss_bbox_1: 0.1856 loss_giou_1: 0.3755 loss_ce_2: 0.279 loss_bbox_2: 0.1721 loss_giou_2: 0.3415 loss_ce_3: 0.2605 loss_bbox_3: 0.1664 loss_giou_3: 0.3348 loss_ce_4: 0.2388 loss_bbox_4: 0.159 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:06] d2.utils.events INFO: eta: 7:25:45 iter: 355039 total_loss: 4.604 loss_ce: 0.1823 loss_bbox: 0.1569 loss_giou: 0.2776 loss_ce_0: 0.4291 loss_bbox_0: 0.2638 loss_giou_0: 0.4402 loss_ce_1: 0.3132 loss_bbox_1: 0.1866 loss_giou_1: 0.3209 loss_ce_2: 0.2354 loss_bbox_2: 0.1752 loss_giou_2: 0.3018 loss_ce_3: 0.1977 loss_bbox_3: 0.1632 loss_giou_3: 0.2917 loss_ce_4: 0.187 loss_bbox_4: 0.1607 loss_giou_4: 0.2848 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:12] d2.utils.events INFO: eta: 7:25:34 iter: 355059 total_loss: 4.885 loss_ce: 0.2074 loss_bbox: 0.1567 loss_giou: 0.3176 loss_ce_0: 0.4417 loss_bbox_0: 0.2778 loss_giou_0: 0.4836 loss_ce_1: 0.3247 loss_bbox_1: 0.1899 loss_giou_1: 0.3641 loss_ce_2: 0.2488 loss_bbox_2: 0.1662 loss_giou_2: 0.3362 loss_ce_3: 0.2176 loss_bbox_3: 0.1622 loss_giou_3: 0.3278 loss_ce_4: 0.2141 loss_bbox_4: 0.1582 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:17] d2.utils.events INFO: eta: 7:25:35 iter: 355079 total_loss: 5.211 loss_ce: 0.2237 loss_bbox: 0.1519 loss_giou: 0.3301 loss_ce_0: 0.4548 loss_bbox_0: 0.2683 loss_giou_0: 0.518 loss_ce_1: 0.3303 loss_bbox_1: 0.1764 loss_giou_1: 0.3819 loss_ce_2: 0.2682 loss_bbox_2: 0.1589 loss_giou_2: 0.3515 loss_ce_3: 0.2449 loss_bbox_3: 0.1593 loss_giou_3: 0.3394 loss_ce_4: 0.2282 loss_bbox_4: 0.1502 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:23] d2.utils.events INFO: eta: 7:25:31 iter: 355099 total_loss: 4.82 loss_ce: 0.1979 loss_bbox: 0.154 loss_giou: 0.3106 loss_ce_0: 0.4389 loss_bbox_0: 0.273 loss_giou_0: 0.488 loss_ce_1: 0.3183 loss_bbox_1: 0.1832 loss_giou_1: 0.3529 loss_ce_2: 0.2526 loss_bbox_2: 0.1672 loss_giou_2: 0.3225 loss_ce_3: 0.2169 loss_bbox_3: 0.1612 loss_giou_3: 0.3134 loss_ce_4: 0.1945 loss_bbox_4: 0.1566 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:29] d2.utils.events INFO: eta: 7:25:26 iter: 355119 total_loss: 4.909 loss_ce: 0.2212 loss_bbox: 0.1618 loss_giou: 0.2996 loss_ce_0: 0.4384 loss_bbox_0: 0.2675 loss_giou_0: 0.4864 loss_ce_1: 0.3237 loss_bbox_1: 0.1856 loss_giou_1: 0.3501 loss_ce_2: 0.2625 loss_bbox_2: 0.1729 loss_giou_2: 0.3146 loss_ce_3: 0.2329 loss_bbox_3: 0.166 loss_giou_3: 0.3024 loss_ce_4: 0.2234 loss_bbox_4: 0.1645 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:34] d2.utils.events INFO: eta: 7:25:19 iter: 355139 total_loss: 4.763 loss_ce: 0.2106 loss_bbox: 0.1543 loss_giou: 0.3054 loss_ce_0: 0.4306 loss_bbox_0: 0.2662 loss_giou_0: 0.4858 loss_ce_1: 0.322 loss_bbox_1: 0.1822 loss_giou_1: 0.3507 loss_ce_2: 0.2585 loss_bbox_2: 0.1654 loss_giou_2: 0.318 loss_ce_3: 0.2253 loss_bbox_3: 0.1599 loss_giou_3: 0.3123 loss_ce_4: 0.2213 loss_bbox_4: 0.1564 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0325 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:40] d2.utils.events INFO: eta: 7:25:18 iter: 355159 total_loss: 4.922 loss_ce: 0.223 loss_bbox: 0.1529 loss_giou: 0.2988 loss_ce_0: 0.438 loss_bbox_0: 0.2732 loss_giou_0: 0.489 loss_ce_1: 0.3312 loss_bbox_1: 0.1868 loss_giou_1: 0.3487 loss_ce_2: 0.2806 loss_bbox_2: 0.1704 loss_giou_2: 0.3257 loss_ce_3: 0.2337 loss_bbox_3: 0.1614 loss_giou_3: 0.3106 loss_ce_4: 0.2261 loss_bbox_4: 0.1542 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:46] d2.utils.events INFO: eta: 7:25:04 iter: 355179 total_loss: 4.887 loss_ce: 0.2211 loss_bbox: 0.1655 loss_giou: 0.2976 loss_ce_0: 0.433 loss_bbox_0: 0.2715 loss_giou_0: 0.4753 loss_ce_1: 0.327 loss_bbox_1: 0.1883 loss_giou_1: 0.3405 loss_ce_2: 0.2745 loss_bbox_2: 0.1782 loss_giou_2: 0.3155 loss_ce_3: 0.2437 loss_bbox_3: 0.1715 loss_giou_3: 0.3077 loss_ce_4: 0.2299 loss_bbox_4: 0.1693 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:52] d2.utils.events INFO: eta: 7:25:03 iter: 355199 total_loss: 4.965 loss_ce: 0.2108 loss_bbox: 0.1659 loss_giou: 0.3125 loss_ce_0: 0.4317 loss_bbox_0: 0.2805 loss_giou_0: 0.481 loss_ce_1: 0.327 loss_bbox_1: 0.1967 loss_giou_1: 0.348 loss_ce_2: 0.2554 loss_bbox_2: 0.1771 loss_giou_2: 0.3196 loss_ce_3: 0.2288 loss_bbox_3: 0.1754 loss_giou_3: 0.3142 loss_ce_4: 0.2152 loss_bbox_4: 0.1708 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 18:12:57] d2.utils.events INFO: eta: 7:24:57 iter: 355219 total_loss: 4.628 loss_ce: 0.1878 loss_bbox: 0.1622 loss_giou: 0.2834 loss_ce_0: 0.4273 loss_bbox_0: 0.2677 loss_giou_0: 0.4337 loss_ce_1: 0.3056 loss_bbox_1: 0.1898 loss_giou_1: 0.3306 loss_ce_2: 0.2407 loss_bbox_2: 0.1771 loss_giou_2: 0.301 loss_ce_3: 0.2085 loss_bbox_3: 0.1691 loss_giou_3: 0.2904 loss_ce_4: 0.1877 loss_bbox_4: 0.1654 loss_giou_4: 0.2885 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:03] d2.utils.events INFO: eta: 7:24:52 iter: 355239 total_loss: 5.011 loss_ce: 0.2405 loss_bbox: 0.1588 loss_giou: 0.3149 loss_ce_0: 0.4432 loss_bbox_0: 0.2712 loss_giou_0: 0.4895 loss_ce_1: 0.3413 loss_bbox_1: 0.1855 loss_giou_1: 0.3586 loss_ce_2: 0.2825 loss_bbox_2: 0.167 loss_giou_2: 0.3325 loss_ce_3: 0.2505 loss_bbox_3: 0.1638 loss_giou_3: 0.3255 loss_ce_4: 0.2351 loss_bbox_4: 0.1624 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:09] d2.utils.events INFO: eta: 7:24:40 iter: 355259 total_loss: 4.929 loss_ce: 0.2281 loss_bbox: 0.1411 loss_giou: 0.3248 loss_ce_0: 0.4324 loss_bbox_0: 0.2419 loss_giou_0: 0.4978 loss_ce_1: 0.332 loss_bbox_1: 0.1649 loss_giou_1: 0.3697 loss_ce_2: 0.2692 loss_bbox_2: 0.148 loss_giou_2: 0.3435 loss_ce_3: 0.2327 loss_bbox_3: 0.1481 loss_giou_3: 0.3343 loss_ce_4: 0.2302 loss_bbox_4: 0.1432 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:14] d2.utils.events INFO: eta: 7:24:38 iter: 355279 total_loss: 5.077 loss_ce: 0.2378 loss_bbox: 0.1527 loss_giou: 0.3167 loss_ce_0: 0.4439 loss_bbox_0: 0.274 loss_giou_0: 0.493 loss_ce_1: 0.3432 loss_bbox_1: 0.1869 loss_giou_1: 0.3703 loss_ce_2: 0.2772 loss_bbox_2: 0.17 loss_giou_2: 0.3367 loss_ce_3: 0.2448 loss_bbox_3: 0.1622 loss_giou_3: 0.3257 loss_ce_4: 0.2391 loss_bbox_4: 0.1568 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0353 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:20] d2.utils.events INFO: eta: 7:24:42 iter: 355299 total_loss: 4.942 loss_ce: 0.209 loss_bbox: 0.1572 loss_giou: 0.3104 loss_ce_0: 0.4442 loss_bbox_0: 0.2841 loss_giou_0: 0.4827 loss_ce_1: 0.3287 loss_bbox_1: 0.19 loss_giou_1: 0.3511 loss_ce_2: 0.2642 loss_bbox_2: 0.1661 loss_giou_2: 0.3246 loss_ce_3: 0.2276 loss_bbox_3: 0.1642 loss_giou_3: 0.3198 loss_ce_4: 0.2143 loss_bbox_4: 0.1603 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:26] d2.utils.events INFO: eta: 7:24:38 iter: 355319 total_loss: 4.817 loss_ce: 0.2199 loss_bbox: 0.1576 loss_giou: 0.2905 loss_ce_0: 0.4454 loss_bbox_0: 0.269 loss_giou_0: 0.46 loss_ce_1: 0.3256 loss_bbox_1: 0.1812 loss_giou_1: 0.3358 loss_ce_2: 0.264 loss_bbox_2: 0.1706 loss_giou_2: 0.3032 loss_ce_3: 0.2349 loss_bbox_3: 0.1629 loss_giou_3: 0.304 loss_ce_4: 0.2233 loss_bbox_4: 0.1594 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:31] d2.utils.events INFO: eta: 7:24:32 iter: 355339 total_loss: 4.585 loss_ce: 0.1978 loss_bbox: 0.1573 loss_giou: 0.276 loss_ce_0: 0.4315 loss_bbox_0: 0.2883 loss_giou_0: 0.4214 loss_ce_1: 0.3263 loss_bbox_1: 0.1884 loss_giou_1: 0.317 loss_ce_2: 0.2594 loss_bbox_2: 0.1688 loss_giou_2: 0.2974 loss_ce_3: 0.2225 loss_bbox_3: 0.1604 loss_giou_3: 0.2851 loss_ce_4: 0.2052 loss_bbox_4: 0.1586 loss_giou_4: 0.2791 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:37] d2.utils.events INFO: eta: 7:24:22 iter: 355359 total_loss: 5.075 loss_ce: 0.2468 loss_bbox: 0.157 loss_giou: 0.318 loss_ce_0: 0.4604 loss_bbox_0: 0.2777 loss_giou_0: 0.4801 loss_ce_1: 0.3489 loss_bbox_1: 0.1928 loss_giou_1: 0.3603 loss_ce_2: 0.2897 loss_bbox_2: 0.1722 loss_giou_2: 0.3344 loss_ce_3: 0.2625 loss_bbox_3: 0.1651 loss_giou_3: 0.3268 loss_ce_4: 0.2528 loss_bbox_4: 0.1594 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:43] d2.utils.events INFO: eta: 7:24:16 iter: 355379 total_loss: 5.049 loss_ce: 0.2156 loss_bbox: 0.1587 loss_giou: 0.3194 loss_ce_0: 0.4407 loss_bbox_0: 0.2759 loss_giou_0: 0.484 loss_ce_1: 0.3222 loss_bbox_1: 0.1868 loss_giou_1: 0.3586 loss_ce_2: 0.2642 loss_bbox_2: 0.1684 loss_giou_2: 0.3425 loss_ce_3: 0.2368 loss_bbox_3: 0.1638 loss_giou_3: 0.3366 loss_ce_4: 0.2285 loss_bbox_4: 0.1627 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0324 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:49] d2.utils.events INFO: eta: 7:24:16 iter: 355399 total_loss: 5.136 loss_ce: 0.2323 loss_bbox: 0.1632 loss_giou: 0.3248 loss_ce_0: 0.4415 loss_bbox_0: 0.2729 loss_giou_0: 0.4932 loss_ce_1: 0.3335 loss_bbox_1: 0.1952 loss_giou_1: 0.3641 loss_ce_2: 0.2776 loss_bbox_2: 0.1775 loss_giou_2: 0.3422 loss_ce_3: 0.2484 loss_bbox_3: 0.1685 loss_giou_3: 0.3299 loss_ce_4: 0.2339 loss_bbox_4: 0.1679 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 18:13:54] d2.utils.events INFO: eta: 7:24:13 iter: 355419 total_loss: 4.877 loss_ce: 0.2091 loss_bbox: 0.1555 loss_giou: 0.3021 loss_ce_0: 0.422 loss_bbox_0: 0.2688 loss_giou_0: 0.4583 loss_ce_1: 0.3207 loss_bbox_1: 0.1832 loss_giou_1: 0.3435 loss_ce_2: 0.2569 loss_bbox_2: 0.1707 loss_giou_2: 0.3232 loss_ce_3: 0.2295 loss_bbox_3: 0.1614 loss_giou_3: 0.3095 loss_ce_4: 0.212 loss_bbox_4: 0.1577 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:00] d2.utils.events INFO: eta: 7:24:14 iter: 355439 total_loss: 5.266 loss_ce: 0.2333 loss_bbox: 0.1706 loss_giou: 0.3201 loss_ce_0: 0.4457 loss_bbox_0: 0.2819 loss_giou_0: 0.4897 loss_ce_1: 0.3421 loss_bbox_1: 0.1999 loss_giou_1: 0.3667 loss_ce_2: 0.2813 loss_bbox_2: 0.1811 loss_giou_2: 0.342 loss_ce_3: 0.2533 loss_bbox_3: 0.178 loss_giou_3: 0.3307 loss_ce_4: 0.2408 loss_bbox_4: 0.1712 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:06] d2.utils.events INFO: eta: 7:24:15 iter: 355459 total_loss: 4.906 loss_ce: 0.2103 loss_bbox: 0.1735 loss_giou: 0.3121 loss_ce_0: 0.4332 loss_bbox_0: 0.2771 loss_giou_0: 0.4705 loss_ce_1: 0.3167 loss_bbox_1: 0.2037 loss_giou_1: 0.3546 loss_ce_2: 0.2586 loss_bbox_2: 0.1917 loss_giou_2: 0.3269 loss_ce_3: 0.227 loss_bbox_3: 0.1821 loss_giou_3: 0.3179 loss_ce_4: 0.2168 loss_bbox_4: 0.1762 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:11] d2.utils.events INFO: eta: 7:23:53 iter: 355479 total_loss: 4.827 loss_ce: 0.2116 loss_bbox: 0.1635 loss_giou: 0.3173 loss_ce_0: 0.4218 loss_bbox_0: 0.276 loss_giou_0: 0.464 loss_ce_1: 0.3116 loss_bbox_1: 0.1882 loss_giou_1: 0.3567 loss_ce_2: 0.2486 loss_bbox_2: 0.1763 loss_giou_2: 0.3299 loss_ce_3: 0.2285 loss_bbox_3: 0.1702 loss_giou_3: 0.3221 loss_ce_4: 0.2139 loss_bbox_4: 0.1666 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:17] d2.utils.events INFO: eta: 7:23:41 iter: 355499 total_loss: 5.057 loss_ce: 0.219 loss_bbox: 0.1714 loss_giou: 0.2884 loss_ce_0: 0.4559 loss_bbox_0: 0.2759 loss_giou_0: 0.4568 loss_ce_1: 0.3307 loss_bbox_1: 0.1951 loss_giou_1: 0.3237 loss_ce_2: 0.2792 loss_bbox_2: 0.1841 loss_giou_2: 0.2999 loss_ce_3: 0.2404 loss_bbox_3: 0.1727 loss_giou_3: 0.2912 loss_ce_4: 0.2256 loss_bbox_4: 0.1699 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:23] d2.utils.events INFO: eta: 7:23:25 iter: 355519 total_loss: 5.311 loss_ce: 0.2431 loss_bbox: 0.1718 loss_giou: 0.3234 loss_ce_0: 0.4672 loss_bbox_0: 0.2861 loss_giou_0: 0.5 loss_ce_1: 0.3674 loss_bbox_1: 0.2003 loss_giou_1: 0.3708 loss_ce_2: 0.2927 loss_bbox_2: 0.184 loss_giou_2: 0.3474 loss_ce_3: 0.2692 loss_bbox_3: 0.177 loss_giou_3: 0.3364 loss_ce_4: 0.2478 loss_bbox_4: 0.1739 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:28] d2.utils.events INFO: eta: 7:23:22 iter: 355539 total_loss: 4.865 loss_ce: 0.2167 loss_bbox: 0.1528 loss_giou: 0.3062 loss_ce_0: 0.4472 loss_bbox_0: 0.2692 loss_giou_0: 0.483 loss_ce_1: 0.3378 loss_bbox_1: 0.1833 loss_giou_1: 0.3499 loss_ce_2: 0.2811 loss_bbox_2: 0.1691 loss_giou_2: 0.3269 loss_ce_3: 0.2398 loss_bbox_3: 0.1591 loss_giou_3: 0.3154 loss_ce_4: 0.2278 loss_bbox_4: 0.1553 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:34] d2.utils.events INFO: eta: 7:23:16 iter: 355559 total_loss: 4.688 loss_ce: 0.1926 loss_bbox: 0.1757 loss_giou: 0.2742 loss_ce_0: 0.4377 loss_bbox_0: 0.2779 loss_giou_0: 0.4323 loss_ce_1: 0.3236 loss_bbox_1: 0.2088 loss_giou_1: 0.3214 loss_ce_2: 0.2472 loss_bbox_2: 0.1845 loss_giou_2: 0.2929 loss_ce_3: 0.214 loss_bbox_3: 0.1855 loss_giou_3: 0.2828 loss_ce_4: 0.1928 loss_bbox_4: 0.181 loss_giou_4: 0.2745 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:40] d2.utils.events INFO: eta: 7:23:12 iter: 355579 total_loss: 4.89 loss_ce: 0.232 loss_bbox: 0.1717 loss_giou: 0.2907 loss_ce_0: 0.4445 loss_bbox_0: 0.2887 loss_giou_0: 0.46 loss_ce_1: 0.3303 loss_bbox_1: 0.1992 loss_giou_1: 0.3329 loss_ce_2: 0.2753 loss_bbox_2: 0.1847 loss_giou_2: 0.307 loss_ce_3: 0.2451 loss_bbox_3: 0.1761 loss_giou_3: 0.2984 loss_ce_4: 0.2378 loss_bbox_4: 0.1768 loss_giou_4: 0.2917 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:45] d2.utils.events INFO: eta: 7:23:06 iter: 355599 total_loss: 4.809 loss_ce: 0.2105 loss_bbox: 0.1642 loss_giou: 0.2916 loss_ce_0: 0.4447 loss_bbox_0: 0.2806 loss_giou_0: 0.4647 loss_ce_1: 0.3242 loss_bbox_1: 0.1936 loss_giou_1: 0.3406 loss_ce_2: 0.2525 loss_bbox_2: 0.1851 loss_giou_2: 0.3094 loss_ce_3: 0.2265 loss_bbox_3: 0.1776 loss_giou_3: 0.3002 loss_ce_4: 0.2194 loss_bbox_4: 0.1687 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:51] d2.utils.events INFO: eta: 7:23:00 iter: 355619 total_loss: 5.025 loss_ce: 0.213 loss_bbox: 0.1567 loss_giou: 0.322 loss_ce_0: 0.4328 loss_bbox_0: 0.2785 loss_giou_0: 0.495 loss_ce_1: 0.322 loss_bbox_1: 0.1922 loss_giou_1: 0.364 loss_ce_2: 0.2664 loss_bbox_2: 0.17 loss_giou_2: 0.3379 loss_ce_3: 0.2353 loss_bbox_3: 0.1645 loss_giou_3: 0.3281 loss_ce_4: 0.2189 loss_bbox_4: 0.1582 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 18:14:57] d2.utils.events INFO: eta: 7:22:55 iter: 355639 total_loss: 4.964 loss_ce: 0.213 loss_bbox: 0.1683 loss_giou: 0.307 loss_ce_0: 0.4419 loss_bbox_0: 0.2704 loss_giou_0: 0.4765 loss_ce_1: 0.3333 loss_bbox_1: 0.2044 loss_giou_1: 0.3544 loss_ce_2: 0.2667 loss_bbox_2: 0.1864 loss_giou_2: 0.3315 loss_ce_3: 0.2355 loss_bbox_3: 0.177 loss_giou_3: 0.3165 loss_ce_4: 0.2214 loss_bbox_4: 0.1746 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:02] d2.utils.events INFO: eta: 7:22:49 iter: 355659 total_loss: 4.882 loss_ce: 0.2123 loss_bbox: 0.1664 loss_giou: 0.3122 loss_ce_0: 0.4502 loss_bbox_0: 0.2793 loss_giou_0: 0.4711 loss_ce_1: 0.3296 loss_bbox_1: 0.1882 loss_giou_1: 0.3449 loss_ce_2: 0.2633 loss_bbox_2: 0.1747 loss_giou_2: 0.3339 loss_ce_3: 0.2271 loss_bbox_3: 0.1712 loss_giou_3: 0.3215 loss_ce_4: 0.2139 loss_bbox_4: 0.1658 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:08] d2.utils.events INFO: eta: 7:22:46 iter: 355679 total_loss: 4.871 loss_ce: 0.2141 loss_bbox: 0.1529 loss_giou: 0.3158 loss_ce_0: 0.4331 loss_bbox_0: 0.2672 loss_giou_0: 0.4879 loss_ce_1: 0.3366 loss_bbox_1: 0.1843 loss_giou_1: 0.3544 loss_ce_2: 0.2699 loss_bbox_2: 0.169 loss_giou_2: 0.3297 loss_ce_3: 0.2334 loss_bbox_3: 0.1578 loss_giou_3: 0.3138 loss_ce_4: 0.2172 loss_bbox_4: 0.1546 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:14] d2.utils.events INFO: eta: 7:22:35 iter: 355699 total_loss: 5.217 loss_ce: 0.233 loss_bbox: 0.1546 loss_giou: 0.3128 loss_ce_0: 0.4476 loss_bbox_0: 0.2795 loss_giou_0: 0.4727 loss_ce_1: 0.3465 loss_bbox_1: 0.1905 loss_giou_1: 0.3591 loss_ce_2: 0.283 loss_bbox_2: 0.1673 loss_giou_2: 0.333 loss_ce_3: 0.2475 loss_bbox_3: 0.1639 loss_giou_3: 0.3234 loss_ce_4: 0.2385 loss_bbox_4: 0.1586 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:20] d2.utils.events INFO: eta: 7:22:28 iter: 355719 total_loss: 4.954 loss_ce: 0.2282 loss_bbox: 0.15 loss_giou: 0.3064 loss_ce_0: 0.4485 loss_bbox_0: 0.2641 loss_giou_0: 0.4964 loss_ce_1: 0.3423 loss_bbox_1: 0.1817 loss_giou_1: 0.3626 loss_ce_2: 0.277 loss_bbox_2: 0.1649 loss_giou_2: 0.3286 loss_ce_3: 0.2459 loss_bbox_3: 0.1583 loss_giou_3: 0.3212 loss_ce_4: 0.2368 loss_bbox_4: 0.1544 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:25] d2.utils.events INFO: eta: 7:22:20 iter: 355739 total_loss: 4.986 loss_ce: 0.2272 loss_bbox: 0.1683 loss_giou: 0.3024 loss_ce_0: 0.4438 loss_bbox_0: 0.2688 loss_giou_0: 0.4512 loss_ce_1: 0.3164 loss_bbox_1: 0.1962 loss_giou_1: 0.3417 loss_ce_2: 0.2741 loss_bbox_2: 0.1753 loss_giou_2: 0.3163 loss_ce_3: 0.2354 loss_bbox_3: 0.1693 loss_giou_3: 0.3077 loss_ce_4: 0.2247 loss_bbox_4: 0.1713 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:31] d2.utils.events INFO: eta: 7:22:13 iter: 355759 total_loss: 4.8 loss_ce: 0.2133 loss_bbox: 0.1604 loss_giou: 0.2877 loss_ce_0: 0.4451 loss_bbox_0: 0.2779 loss_giou_0: 0.4664 loss_ce_1: 0.3161 loss_bbox_1: 0.1943 loss_giou_1: 0.3559 loss_ce_2: 0.263 loss_bbox_2: 0.1721 loss_giou_2: 0.3144 loss_ce_3: 0.2296 loss_bbox_3: 0.1654 loss_giou_3: 0.3005 loss_ce_4: 0.2159 loss_bbox_4: 0.1631 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:37] d2.utils.events INFO: eta: 7:22:08 iter: 355779 total_loss: 5.066 loss_ce: 0.226 loss_bbox: 0.1593 loss_giou: 0.3064 loss_ce_0: 0.449 loss_bbox_0: 0.2851 loss_giou_0: 0.4807 loss_ce_1: 0.3405 loss_bbox_1: 0.1914 loss_giou_1: 0.3622 loss_ce_2: 0.2858 loss_bbox_2: 0.168 loss_giou_2: 0.3299 loss_ce_3: 0.2521 loss_bbox_3: 0.1669 loss_giou_3: 0.3164 loss_ce_4: 0.2304 loss_bbox_4: 0.1621 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:42] d2.utils.events INFO: eta: 7:22:04 iter: 355799 total_loss: 5.027 loss_ce: 0.2324 loss_bbox: 0.1558 loss_giou: 0.3021 loss_ce_0: 0.4626 loss_bbox_0: 0.2829 loss_giou_0: 0.4842 loss_ce_1: 0.353 loss_bbox_1: 0.1872 loss_giou_1: 0.3536 loss_ce_2: 0.2919 loss_bbox_2: 0.1687 loss_giou_2: 0.3181 loss_ce_3: 0.2547 loss_bbox_3: 0.1659 loss_giou_3: 0.3124 loss_ce_4: 0.2429 loss_bbox_4: 0.1585 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:48] d2.utils.events INFO: eta: 7:22:00 iter: 355819 total_loss: 5.017 loss_ce: 0.2329 loss_bbox: 0.161 loss_giou: 0.3032 loss_ce_0: 0.4431 loss_bbox_0: 0.2665 loss_giou_0: 0.4623 loss_ce_1: 0.3469 loss_bbox_1: 0.1926 loss_giou_1: 0.3554 loss_ce_2: 0.2855 loss_bbox_2: 0.1788 loss_giou_2: 0.3267 loss_ce_3: 0.2491 loss_bbox_3: 0.1671 loss_giou_3: 0.3133 loss_ce_4: 0.2305 loss_bbox_4: 0.1629 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:15:54] d2.utils.events INFO: eta: 7:21:52 iter: 355839 total_loss: 4.89 loss_ce: 0.2046 loss_bbox: 0.1605 loss_giou: 0.3179 loss_ce_0: 0.4335 loss_bbox_0: 0.269 loss_giou_0: 0.5002 loss_ce_1: 0.3273 loss_bbox_1: 0.1878 loss_giou_1: 0.3651 loss_ce_2: 0.2592 loss_bbox_2: 0.1694 loss_giou_2: 0.3383 loss_ce_3: 0.2229 loss_bbox_3: 0.1631 loss_giou_3: 0.328 loss_ce_4: 0.2088 loss_bbox_4: 0.1568 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:00] d2.utils.events INFO: eta: 7:21:49 iter: 355859 total_loss: 5.18 loss_ce: 0.2246 loss_bbox: 0.1703 loss_giou: 0.3419 loss_ce_0: 0.4376 loss_bbox_0: 0.27 loss_giou_0: 0.5124 loss_ce_1: 0.3243 loss_bbox_1: 0.1918 loss_giou_1: 0.3883 loss_ce_2: 0.2652 loss_bbox_2: 0.188 loss_giou_2: 0.362 loss_ce_3: 0.2321 loss_bbox_3: 0.1784 loss_giou_3: 0.3485 loss_ce_4: 0.2249 loss_bbox_4: 0.1715 loss_giou_4: 0.346 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:05] d2.utils.events INFO: eta: 7:21:44 iter: 355879 total_loss: 5.008 loss_ce: 0.2164 loss_bbox: 0.1702 loss_giou: 0.3174 loss_ce_0: 0.4325 loss_bbox_0: 0.2898 loss_giou_0: 0.4791 loss_ce_1: 0.328 loss_bbox_1: 0.2024 loss_giou_1: 0.3612 loss_ce_2: 0.2678 loss_bbox_2: 0.1849 loss_giou_2: 0.326 loss_ce_3: 0.2435 loss_bbox_3: 0.1729 loss_giou_3: 0.3203 loss_ce_4: 0.2234 loss_bbox_4: 0.1698 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:11] d2.utils.events INFO: eta: 7:21:36 iter: 355899 total_loss: 4.959 loss_ce: 0.2242 loss_bbox: 0.1651 loss_giou: 0.3034 loss_ce_0: 0.4362 loss_bbox_0: 0.2853 loss_giou_0: 0.4816 loss_ce_1: 0.3337 loss_bbox_1: 0.2028 loss_giou_1: 0.3451 loss_ce_2: 0.2747 loss_bbox_2: 0.1815 loss_giou_2: 0.3258 loss_ce_3: 0.2356 loss_bbox_3: 0.1777 loss_giou_3: 0.3145 loss_ce_4: 0.2253 loss_bbox_4: 0.1714 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0195 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:17] d2.utils.events INFO: eta: 7:21:33 iter: 355919 total_loss: 5.184 loss_ce: 0.2216 loss_bbox: 0.1691 loss_giou: 0.3257 loss_ce_0: 0.4419 loss_bbox_0: 0.2796 loss_giou_0: 0.4897 loss_ce_1: 0.3353 loss_bbox_1: 0.2021 loss_giou_1: 0.362 loss_ce_2: 0.2816 loss_bbox_2: 0.1798 loss_giou_2: 0.3412 loss_ce_3: 0.2505 loss_bbox_3: 0.1729 loss_giou_3: 0.3332 loss_ce_4: 0.2255 loss_bbox_4: 0.171 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0198 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:22] d2.utils.events INFO: eta: 7:21:28 iter: 355939 total_loss: 5.111 loss_ce: 0.2229 loss_bbox: 0.1702 loss_giou: 0.3255 loss_ce_0: 0.4591 loss_bbox_0: 0.2782 loss_giou_0: 0.4909 loss_ce_1: 0.3366 loss_bbox_1: 0.1955 loss_giou_1: 0.3636 loss_ce_2: 0.2795 loss_bbox_2: 0.1771 loss_giou_2: 0.3416 loss_ce_3: 0.2522 loss_bbox_3: 0.1757 loss_giou_3: 0.3356 loss_ce_4: 0.2216 loss_bbox_4: 0.1664 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:28] d2.utils.events INFO: eta: 7:21:18 iter: 355959 total_loss: 4.718 loss_ce: 0.2074 loss_bbox: 0.1554 loss_giou: 0.2936 loss_ce_0: 0.4284 loss_bbox_0: 0.2627 loss_giou_0: 0.4825 loss_ce_1: 0.3343 loss_bbox_1: 0.1819 loss_giou_1: 0.3511 loss_ce_2: 0.2737 loss_bbox_2: 0.162 loss_giou_2: 0.3153 loss_ce_3: 0.2309 loss_bbox_3: 0.16 loss_giou_3: 0.3078 loss_ce_4: 0.2135 loss_bbox_4: 0.155 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0181 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:34] d2.utils.events INFO: eta: 7:21:13 iter: 355979 total_loss: 4.792 loss_ce: 0.2094 loss_bbox: 0.1465 loss_giou: 0.3012 loss_ce_0: 0.4396 loss_bbox_0: 0.2659 loss_giou_0: 0.4689 loss_ce_1: 0.3291 loss_bbox_1: 0.1846 loss_giou_1: 0.3437 loss_ce_2: 0.267 loss_bbox_2: 0.1651 loss_giou_2: 0.3199 loss_ce_3: 0.2405 loss_bbox_3: 0.1529 loss_giou_3: 0.3073 loss_ce_4: 0.2235 loss_bbox_4: 0.1497 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:39] d2.utils.events INFO: eta: 7:21:10 iter: 355999 total_loss: 4.686 loss_ce: 0.2177 loss_bbox: 0.1482 loss_giou: 0.2786 loss_ce_0: 0.4366 loss_bbox_0: 0.2837 loss_giou_0: 0.4541 loss_ce_1: 0.3292 loss_bbox_1: 0.1842 loss_giou_1: 0.3161 loss_ce_2: 0.2624 loss_bbox_2: 0.1681 loss_giou_2: 0.2924 loss_ce_3: 0.2259 loss_bbox_3: 0.1535 loss_giou_3: 0.2832 loss_ce_4: 0.2217 loss_bbox_4: 0.1524 loss_giou_4: 0.2831 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:45] d2.utils.events INFO: eta: 7:21:05 iter: 356019 total_loss: 4.981 loss_ce: 0.2111 loss_bbox: 0.1582 loss_giou: 0.3211 loss_ce_0: 0.447 loss_bbox_0: 0.2766 loss_giou_0: 0.4855 loss_ce_1: 0.3335 loss_bbox_1: 0.1863 loss_giou_1: 0.3679 loss_ce_2: 0.2626 loss_bbox_2: 0.1685 loss_giou_2: 0.3395 loss_ce_3: 0.2274 loss_bbox_3: 0.1627 loss_giou_3: 0.329 loss_ce_4: 0.2118 loss_bbox_4: 0.1615 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:51] d2.utils.events INFO: eta: 7:21:00 iter: 356039 total_loss: 4.772 loss_ce: 0.2073 loss_bbox: 0.1619 loss_giou: 0.2844 loss_ce_0: 0.4225 loss_bbox_0: 0.2653 loss_giou_0: 0.4414 loss_ce_1: 0.3176 loss_bbox_1: 0.1828 loss_giou_1: 0.3215 loss_ce_2: 0.2543 loss_bbox_2: 0.1668 loss_giou_2: 0.2931 loss_ce_3: 0.2192 loss_bbox_3: 0.1663 loss_giou_3: 0.2908 loss_ce_4: 0.212 loss_bbox_4: 0.1641 loss_giou_4: 0.2881 time: 0.2800 data_time: 0.0194 lr: 2.5e-06 max_mem: 5427M [11/03 18:16:57] d2.utils.events INFO: eta: 7:21:00 iter: 356059 total_loss: 5.017 loss_ce: 0.2259 loss_bbox: 0.1562 loss_giou: 0.318 loss_ce_0: 0.44 loss_bbox_0: 0.2755 loss_giou_0: 0.4888 loss_ce_1: 0.3419 loss_bbox_1: 0.1949 loss_giou_1: 0.3731 loss_ce_2: 0.276 loss_bbox_2: 0.1743 loss_giou_2: 0.3453 loss_ce_3: 0.2425 loss_bbox_3: 0.1656 loss_giou_3: 0.3314 loss_ce_4: 0.2271 loss_bbox_4: 0.1637 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:02] d2.utils.events INFO: eta: 7:20:49 iter: 356079 total_loss: 4.919 loss_ce: 0.2216 loss_bbox: 0.1696 loss_giou: 0.3095 loss_ce_0: 0.4582 loss_bbox_0: 0.2808 loss_giou_0: 0.4885 loss_ce_1: 0.3439 loss_bbox_1: 0.1982 loss_giou_1: 0.3538 loss_ce_2: 0.2734 loss_bbox_2: 0.1767 loss_giou_2: 0.3299 loss_ce_3: 0.2494 loss_bbox_3: 0.1752 loss_giou_3: 0.3201 loss_ce_4: 0.2306 loss_bbox_4: 0.1736 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:08] d2.utils.events INFO: eta: 7:20:43 iter: 356099 total_loss: 4.906 loss_ce: 0.2067 loss_bbox: 0.1486 loss_giou: 0.3037 loss_ce_0: 0.4314 loss_bbox_0: 0.2662 loss_giou_0: 0.4838 loss_ce_1: 0.3264 loss_bbox_1: 0.1808 loss_giou_1: 0.3557 loss_ce_2: 0.2533 loss_bbox_2: 0.1648 loss_giou_2: 0.3299 loss_ce_3: 0.2223 loss_bbox_3: 0.1557 loss_giou_3: 0.3187 loss_ce_4: 0.2058 loss_bbox_4: 0.1516 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:14] d2.utils.events INFO: eta: 7:20:38 iter: 356119 total_loss: 4.988 loss_ce: 0.1994 loss_bbox: 0.1774 loss_giou: 0.3094 loss_ce_0: 0.4565 loss_bbox_0: 0.2906 loss_giou_0: 0.4679 loss_ce_1: 0.3361 loss_bbox_1: 0.209 loss_giou_1: 0.3529 loss_ce_2: 0.272 loss_bbox_2: 0.1883 loss_giou_2: 0.3263 loss_ce_3: 0.23 loss_bbox_3: 0.1811 loss_giou_3: 0.3179 loss_ce_4: 0.2086 loss_bbox_4: 0.1804 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0206 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:19] d2.utils.events INFO: eta: 7:20:42 iter: 356139 total_loss: 5.128 loss_ce: 0.2341 loss_bbox: 0.1594 loss_giou: 0.3055 loss_ce_0: 0.4575 loss_bbox_0: 0.2756 loss_giou_0: 0.5071 loss_ce_1: 0.3477 loss_bbox_1: 0.1943 loss_giou_1: 0.366 loss_ce_2: 0.2829 loss_bbox_2: 0.1771 loss_giou_2: 0.3386 loss_ce_3: 0.2461 loss_bbox_3: 0.1692 loss_giou_3: 0.3221 loss_ce_4: 0.2345 loss_bbox_4: 0.1653 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:25] d2.utils.events INFO: eta: 7:20:36 iter: 356159 total_loss: 4.921 loss_ce: 0.2278 loss_bbox: 0.1521 loss_giou: 0.3056 loss_ce_0: 0.4429 loss_bbox_0: 0.2707 loss_giou_0: 0.4796 loss_ce_1: 0.345 loss_bbox_1: 0.182 loss_giou_1: 0.3478 loss_ce_2: 0.2766 loss_bbox_2: 0.1643 loss_giou_2: 0.3211 loss_ce_3: 0.2389 loss_bbox_3: 0.1576 loss_giou_3: 0.3093 loss_ce_4: 0.2267 loss_bbox_4: 0.153 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:31] d2.utils.events INFO: eta: 7:20:31 iter: 356179 total_loss: 4.919 loss_ce: 0.2209 loss_bbox: 0.1532 loss_giou: 0.2956 loss_ce_0: 0.4457 loss_bbox_0: 0.2755 loss_giou_0: 0.4637 loss_ce_1: 0.3409 loss_bbox_1: 0.192 loss_giou_1: 0.3451 loss_ce_2: 0.2842 loss_bbox_2: 0.1737 loss_giou_2: 0.3215 loss_ce_3: 0.2378 loss_bbox_3: 0.1634 loss_giou_3: 0.3074 loss_ce_4: 0.2235 loss_bbox_4: 0.1584 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:36] d2.utils.events INFO: eta: 7:20:26 iter: 356199 total_loss: 4.937 loss_ce: 0.2059 loss_bbox: 0.1621 loss_giou: 0.3102 loss_ce_0: 0.4499 loss_bbox_0: 0.2775 loss_giou_0: 0.47 loss_ce_1: 0.3343 loss_bbox_1: 0.1921 loss_giou_1: 0.3481 loss_ce_2: 0.2618 loss_bbox_2: 0.1738 loss_giou_2: 0.3227 loss_ce_3: 0.2353 loss_bbox_3: 0.1674 loss_giou_3: 0.3189 loss_ce_4: 0.2132 loss_bbox_4: 0.1659 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:42] d2.utils.events INFO: eta: 7:20:23 iter: 356219 total_loss: 4.96 loss_ce: 0.226 loss_bbox: 0.1542 loss_giou: 0.2876 loss_ce_0: 0.4461 loss_bbox_0: 0.2687 loss_giou_0: 0.4541 loss_ce_1: 0.3285 loss_bbox_1: 0.1889 loss_giou_1: 0.3374 loss_ce_2: 0.2645 loss_bbox_2: 0.1729 loss_giou_2: 0.3087 loss_ce_3: 0.2365 loss_bbox_3: 0.1664 loss_giou_3: 0.2983 loss_ce_4: 0.2277 loss_bbox_4: 0.1586 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:48] d2.utils.events INFO: eta: 7:20:09 iter: 356239 total_loss: 5.017 loss_ce: 0.2221 loss_bbox: 0.1586 loss_giou: 0.3018 loss_ce_0: 0.4352 loss_bbox_0: 0.2654 loss_giou_0: 0.4605 loss_ce_1: 0.3338 loss_bbox_1: 0.1897 loss_giou_1: 0.3524 loss_ce_2: 0.2582 loss_bbox_2: 0.1831 loss_giou_2: 0.3285 loss_ce_3: 0.2257 loss_bbox_3: 0.1672 loss_giou_3: 0.3151 loss_ce_4: 0.2195 loss_bbox_4: 0.164 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:53] d2.utils.events INFO: eta: 7:20:08 iter: 356259 total_loss: 4.765 loss_ce: 0.2225 loss_bbox: 0.1607 loss_giou: 0.2933 loss_ce_0: 0.4436 loss_bbox_0: 0.2755 loss_giou_0: 0.4484 loss_ce_1: 0.3387 loss_bbox_1: 0.1893 loss_giou_1: 0.3288 loss_ce_2: 0.2649 loss_bbox_2: 0.1741 loss_giou_2: 0.304 loss_ce_3: 0.2333 loss_bbox_3: 0.1691 loss_giou_3: 0.2968 loss_ce_4: 0.2249 loss_bbox_4: 0.1656 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:17:59] d2.utils.events INFO: eta: 7:19:57 iter: 356279 total_loss: 5.24 loss_ce: 0.2317 loss_bbox: 0.1653 loss_giou: 0.3062 loss_ce_0: 0.4572 loss_bbox_0: 0.2976 loss_giou_0: 0.4728 loss_ce_1: 0.3486 loss_bbox_1: 0.2039 loss_giou_1: 0.3495 loss_ce_2: 0.2879 loss_bbox_2: 0.1816 loss_giou_2: 0.3154 loss_ce_3: 0.2547 loss_bbox_3: 0.1751 loss_giou_3: 0.3136 loss_ce_4: 0.2349 loss_bbox_4: 0.1713 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:05] d2.utils.events INFO: eta: 7:19:52 iter: 356299 total_loss: 5.025 loss_ce: 0.2286 loss_bbox: 0.1545 loss_giou: 0.2958 loss_ce_0: 0.454 loss_bbox_0: 0.2737 loss_giou_0: 0.4661 loss_ce_1: 0.3324 loss_bbox_1: 0.1778 loss_giou_1: 0.3333 loss_ce_2: 0.2762 loss_bbox_2: 0.1694 loss_giou_2: 0.3152 loss_ce_3: 0.2455 loss_bbox_3: 0.1653 loss_giou_3: 0.3046 loss_ce_4: 0.2298 loss_bbox_4: 0.1551 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:11] d2.utils.events INFO: eta: 7:19:41 iter: 356319 total_loss: 4.866 loss_ce: 0.2029 loss_bbox: 0.168 loss_giou: 0.3132 loss_ce_0: 0.4122 loss_bbox_0: 0.2744 loss_giou_0: 0.4646 loss_ce_1: 0.3241 loss_bbox_1: 0.2035 loss_giou_1: 0.3508 loss_ce_2: 0.2518 loss_bbox_2: 0.1821 loss_giou_2: 0.3274 loss_ce_3: 0.2238 loss_bbox_3: 0.1782 loss_giou_3: 0.3186 loss_ce_4: 0.2087 loss_bbox_4: 0.1734 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:16] d2.utils.events INFO: eta: 7:19:45 iter: 356339 total_loss: 4.527 loss_ce: 0.2077 loss_bbox: 0.144 loss_giou: 0.2861 loss_ce_0: 0.4139 loss_bbox_0: 0.26 loss_giou_0: 0.4528 loss_ce_1: 0.3102 loss_bbox_1: 0.176 loss_giou_1: 0.3265 loss_ce_2: 0.2444 loss_bbox_2: 0.1547 loss_giou_2: 0.3042 loss_ce_3: 0.2194 loss_bbox_3: 0.151 loss_giou_3: 0.298 loss_ce_4: 0.213 loss_bbox_4: 0.149 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:22] d2.utils.events INFO: eta: 7:19:41 iter: 356359 total_loss: 4.822 loss_ce: 0.2116 loss_bbox: 0.1633 loss_giou: 0.3049 loss_ce_0: 0.4276 loss_bbox_0: 0.2709 loss_giou_0: 0.4488 loss_ce_1: 0.3142 loss_bbox_1: 0.1975 loss_giou_1: 0.3433 loss_ce_2: 0.2593 loss_bbox_2: 0.1768 loss_giou_2: 0.3133 loss_ce_3: 0.2249 loss_bbox_3: 0.1665 loss_giou_3: 0.3061 loss_ce_4: 0.2113 loss_bbox_4: 0.1617 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:28] d2.utils.events INFO: eta: 7:19:36 iter: 356379 total_loss: 5.184 loss_ce: 0.2404 loss_bbox: 0.159 loss_giou: 0.3166 loss_ce_0: 0.4628 loss_bbox_0: 0.2789 loss_giou_0: 0.4901 loss_ce_1: 0.3455 loss_bbox_1: 0.1961 loss_giou_1: 0.3733 loss_ce_2: 0.304 loss_bbox_2: 0.1784 loss_giou_2: 0.3382 loss_ce_3: 0.2633 loss_bbox_3: 0.1707 loss_giou_3: 0.3256 loss_ce_4: 0.2396 loss_bbox_4: 0.1664 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:33] d2.utils.events INFO: eta: 7:19:28 iter: 356399 total_loss: 4.802 loss_ce: 0.2073 loss_bbox: 0.1522 loss_giou: 0.2956 loss_ce_0: 0.4175 loss_bbox_0: 0.259 loss_giou_0: 0.4514 loss_ce_1: 0.3111 loss_bbox_1: 0.1864 loss_giou_1: 0.3362 loss_ce_2: 0.2534 loss_bbox_2: 0.1672 loss_giou_2: 0.3128 loss_ce_3: 0.2262 loss_bbox_3: 0.1591 loss_giou_3: 0.3034 loss_ce_4: 0.2109 loss_bbox_4: 0.1524 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:39] d2.utils.events INFO: eta: 7:19:24 iter: 356419 total_loss: 4.776 loss_ce: 0.2223 loss_bbox: 0.1526 loss_giou: 0.2906 loss_ce_0: 0.4356 loss_bbox_0: 0.265 loss_giou_0: 0.452 loss_ce_1: 0.3256 loss_bbox_1: 0.1822 loss_giou_1: 0.3324 loss_ce_2: 0.2701 loss_bbox_2: 0.1635 loss_giou_2: 0.3066 loss_ce_3: 0.2387 loss_bbox_3: 0.1554 loss_giou_3: 0.2962 loss_ce_4: 0.2329 loss_bbox_4: 0.1551 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:45] d2.utils.events INFO: eta: 7:19:20 iter: 356439 total_loss: 4.833 loss_ce: 0.21 loss_bbox: 0.1476 loss_giou: 0.3184 loss_ce_0: 0.4387 loss_bbox_0: 0.2625 loss_giou_0: 0.5014 loss_ce_1: 0.3073 loss_bbox_1: 0.1812 loss_giou_1: 0.3651 loss_ce_2: 0.2448 loss_bbox_2: 0.1659 loss_giou_2: 0.3405 loss_ce_3: 0.2174 loss_bbox_3: 0.1563 loss_giou_3: 0.3311 loss_ce_4: 0.2105 loss_bbox_4: 0.1512 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:50] d2.utils.events INFO: eta: 7:19:17 iter: 356459 total_loss: 5.008 loss_ce: 0.2248 loss_bbox: 0.1545 loss_giou: 0.312 loss_ce_0: 0.4423 loss_bbox_0: 0.272 loss_giou_0: 0.4961 loss_ce_1: 0.3375 loss_bbox_1: 0.1904 loss_giou_1: 0.3644 loss_ce_2: 0.2781 loss_bbox_2: 0.1678 loss_giou_2: 0.3331 loss_ce_3: 0.2428 loss_bbox_3: 0.1618 loss_giou_3: 0.3238 loss_ce_4: 0.234 loss_bbox_4: 0.1581 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 18:18:56] d2.utils.events INFO: eta: 7:19:08 iter: 356479 total_loss: 4.815 loss_ce: 0.2086 loss_bbox: 0.1506 loss_giou: 0.2969 loss_ce_0: 0.4386 loss_bbox_0: 0.2703 loss_giou_0: 0.4657 loss_ce_1: 0.3234 loss_bbox_1: 0.1769 loss_giou_1: 0.3464 loss_ce_2: 0.2595 loss_bbox_2: 0.1612 loss_giou_2: 0.3239 loss_ce_3: 0.2287 loss_bbox_3: 0.1546 loss_giou_3: 0.3121 loss_ce_4: 0.2147 loss_bbox_4: 0.1485 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:02] d2.utils.events INFO: eta: 7:19:01 iter: 356499 total_loss: 4.869 loss_ce: 0.2058 loss_bbox: 0.1615 loss_giou: 0.3029 loss_ce_0: 0.433 loss_bbox_0: 0.2668 loss_giou_0: 0.4656 loss_ce_1: 0.3181 loss_bbox_1: 0.191 loss_giou_1: 0.3477 loss_ce_2: 0.2542 loss_bbox_2: 0.1774 loss_giou_2: 0.3187 loss_ce_3: 0.2291 loss_bbox_3: 0.1722 loss_giou_3: 0.3019 loss_ce_4: 0.2074 loss_bbox_4: 0.166 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:07] d2.utils.events INFO: eta: 7:18:57 iter: 356519 total_loss: 4.821 loss_ce: 0.2228 loss_bbox: 0.1548 loss_giou: 0.2883 loss_ce_0: 0.4351 loss_bbox_0: 0.2746 loss_giou_0: 0.4747 loss_ce_1: 0.3252 loss_bbox_1: 0.1866 loss_giou_1: 0.3397 loss_ce_2: 0.2654 loss_bbox_2: 0.1667 loss_giou_2: 0.314 loss_ce_3: 0.2341 loss_bbox_3: 0.1592 loss_giou_3: 0.2994 loss_ce_4: 0.2182 loss_bbox_4: 0.156 loss_giou_4: 0.2898 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:13] d2.utils.events INFO: eta: 7:18:55 iter: 356539 total_loss: 5.134 loss_ce: 0.2205 loss_bbox: 0.1549 loss_giou: 0.3172 loss_ce_0: 0.4306 loss_bbox_0: 0.2527 loss_giou_0: 0.4516 loss_ce_1: 0.3302 loss_bbox_1: 0.184 loss_giou_1: 0.3549 loss_ce_2: 0.2726 loss_bbox_2: 0.1661 loss_giou_2: 0.3385 loss_ce_3: 0.2382 loss_bbox_3: 0.1613 loss_giou_3: 0.3233 loss_ce_4: 0.2209 loss_bbox_4: 0.1584 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:19] d2.utils.events INFO: eta: 7:18:51 iter: 356559 total_loss: 4.952 loss_ce: 0.2334 loss_bbox: 0.1649 loss_giou: 0.2821 loss_ce_0: 0.4464 loss_bbox_0: 0.2795 loss_giou_0: 0.4507 loss_ce_1: 0.3368 loss_bbox_1: 0.1949 loss_giou_1: 0.3194 loss_ce_2: 0.2718 loss_bbox_2: 0.1769 loss_giou_2: 0.3027 loss_ce_3: 0.248 loss_bbox_3: 0.1707 loss_giou_3: 0.286 loss_ce_4: 0.2352 loss_bbox_4: 0.1672 loss_giou_4: 0.2859 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:25] d2.utils.events INFO: eta: 7:18:57 iter: 356579 total_loss: 4.929 loss_ce: 0.2086 loss_bbox: 0.1646 loss_giou: 0.3061 loss_ce_0: 0.4352 loss_bbox_0: 0.271 loss_giou_0: 0.4819 loss_ce_1: 0.3273 loss_bbox_1: 0.194 loss_giou_1: 0.3499 loss_ce_2: 0.2488 loss_bbox_2: 0.1715 loss_giou_2: 0.3177 loss_ce_3: 0.2181 loss_bbox_3: 0.1723 loss_giou_3: 0.307 loss_ce_4: 0.2087 loss_bbox_4: 0.17 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:30] d2.utils.events INFO: eta: 7:19:03 iter: 356599 total_loss: 4.844 loss_ce: 0.2192 loss_bbox: 0.1632 loss_giou: 0.2951 loss_ce_0: 0.4263 loss_bbox_0: 0.2666 loss_giou_0: 0.4954 loss_ce_1: 0.3229 loss_bbox_1: 0.1836 loss_giou_1: 0.3522 loss_ce_2: 0.2581 loss_bbox_2: 0.1768 loss_giou_2: 0.3194 loss_ce_3: 0.2311 loss_bbox_3: 0.1691 loss_giou_3: 0.3107 loss_ce_4: 0.2186 loss_bbox_4: 0.1644 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:36] d2.utils.events INFO: eta: 7:19:04 iter: 356619 total_loss: 4.836 loss_ce: 0.214 loss_bbox: 0.158 loss_giou: 0.3101 loss_ce_0: 0.4394 loss_bbox_0: 0.2674 loss_giou_0: 0.4698 loss_ce_1: 0.3326 loss_bbox_1: 0.1843 loss_giou_1: 0.3491 loss_ce_2: 0.2677 loss_bbox_2: 0.1705 loss_giou_2: 0.3275 loss_ce_3: 0.2332 loss_bbox_3: 0.1651 loss_giou_3: 0.3199 loss_ce_4: 0.2197 loss_bbox_4: 0.1586 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:42] d2.utils.events INFO: eta: 7:18:56 iter: 356639 total_loss: 4.72 loss_ce: 0.1966 loss_bbox: 0.1544 loss_giou: 0.297 loss_ce_0: 0.4332 loss_bbox_0: 0.2517 loss_giou_0: 0.4545 loss_ce_1: 0.3103 loss_bbox_1: 0.1838 loss_giou_1: 0.3427 loss_ce_2: 0.2528 loss_bbox_2: 0.1722 loss_giou_2: 0.3187 loss_ce_3: 0.2191 loss_bbox_3: 0.1632 loss_giou_3: 0.3065 loss_ce_4: 0.2004 loss_bbox_4: 0.1567 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:47] d2.utils.events INFO: eta: 7:18:51 iter: 356659 total_loss: 4.847 loss_ce: 0.2075 loss_bbox: 0.1591 loss_giou: 0.307 loss_ce_0: 0.422 loss_bbox_0: 0.2665 loss_giou_0: 0.4559 loss_ce_1: 0.3246 loss_bbox_1: 0.183 loss_giou_1: 0.3418 loss_ce_2: 0.2562 loss_bbox_2: 0.1641 loss_giou_2: 0.3154 loss_ce_3: 0.2202 loss_bbox_3: 0.1625 loss_giou_3: 0.3161 loss_ce_4: 0.2081 loss_bbox_4: 0.1598 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:53] d2.utils.events INFO: eta: 7:18:38 iter: 356679 total_loss: 4.911 loss_ce: 0.2099 loss_bbox: 0.1617 loss_giou: 0.3005 loss_ce_0: 0.4354 loss_bbox_0: 0.2802 loss_giou_0: 0.447 loss_ce_1: 0.3316 loss_bbox_1: 0.197 loss_giou_1: 0.3395 loss_ce_2: 0.2595 loss_bbox_2: 0.1817 loss_giou_2: 0.3115 loss_ce_3: 0.2284 loss_bbox_3: 0.1688 loss_giou_3: 0.3085 loss_ce_4: 0.2137 loss_bbox_4: 0.1654 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 18:19:59] d2.utils.events INFO: eta: 7:18:33 iter: 356699 total_loss: 4.705 loss_ce: 0.2031 loss_bbox: 0.1509 loss_giou: 0.2939 loss_ce_0: 0.4374 loss_bbox_0: 0.2591 loss_giou_0: 0.4381 loss_ce_1: 0.3079 loss_bbox_1: 0.1877 loss_giou_1: 0.3392 loss_ce_2: 0.2451 loss_bbox_2: 0.1659 loss_giou_2: 0.3109 loss_ce_3: 0.2086 loss_bbox_3: 0.1598 loss_giou_3: 0.3015 loss_ce_4: 0.2052 loss_bbox_4: 0.1558 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:04] d2.utils.events INFO: eta: 7:18:33 iter: 356719 total_loss: 5.075 loss_ce: 0.2217 loss_bbox: 0.1651 loss_giou: 0.3123 loss_ce_0: 0.4478 loss_bbox_0: 0.2755 loss_giou_0: 0.4929 loss_ce_1: 0.3249 loss_bbox_1: 0.1962 loss_giou_1: 0.369 loss_ce_2: 0.2725 loss_bbox_2: 0.1768 loss_giou_2: 0.3381 loss_ce_3: 0.2344 loss_bbox_3: 0.1693 loss_giou_3: 0.3295 loss_ce_4: 0.2225 loss_bbox_4: 0.1674 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:10] d2.utils.events INFO: eta: 7:18:30 iter: 356739 total_loss: 5.123 loss_ce: 0.2154 loss_bbox: 0.1653 loss_giou: 0.3245 loss_ce_0: 0.4339 loss_bbox_0: 0.2765 loss_giou_0: 0.4802 loss_ce_1: 0.3385 loss_bbox_1: 0.1975 loss_giou_1: 0.3627 loss_ce_2: 0.2704 loss_bbox_2: 0.1707 loss_giou_2: 0.3386 loss_ce_3: 0.2414 loss_bbox_3: 0.1709 loss_giou_3: 0.3321 loss_ce_4: 0.2216 loss_bbox_4: 0.1663 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:16] d2.utils.events INFO: eta: 7:18:27 iter: 356759 total_loss: 4.998 loss_ce: 0.2171 loss_bbox: 0.1575 loss_giou: 0.3033 loss_ce_0: 0.433 loss_bbox_0: 0.2706 loss_giou_0: 0.4652 loss_ce_1: 0.3217 loss_bbox_1: 0.1937 loss_giou_1: 0.3487 loss_ce_2: 0.2512 loss_bbox_2: 0.1801 loss_giou_2: 0.3267 loss_ce_3: 0.2281 loss_bbox_3: 0.1676 loss_giou_3: 0.3083 loss_ce_4: 0.2234 loss_bbox_4: 0.1622 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:21] d2.utils.events INFO: eta: 7:18:21 iter: 356779 total_loss: 4.808 loss_ce: 0.206 loss_bbox: 0.1648 loss_giou: 0.3138 loss_ce_0: 0.4482 loss_bbox_0: 0.2802 loss_giou_0: 0.4777 loss_ce_1: 0.3198 loss_bbox_1: 0.1963 loss_giou_1: 0.3577 loss_ce_2: 0.2498 loss_bbox_2: 0.1775 loss_giou_2: 0.3288 loss_ce_3: 0.2188 loss_bbox_3: 0.1697 loss_giou_3: 0.3192 loss_ce_4: 0.2099 loss_bbox_4: 0.1682 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:27] d2.utils.events INFO: eta: 7:18:13 iter: 356799 total_loss: 5.045 loss_ce: 0.2309 loss_bbox: 0.1544 loss_giou: 0.3279 loss_ce_0: 0.4472 loss_bbox_0: 0.266 loss_giou_0: 0.5284 loss_ce_1: 0.3427 loss_bbox_1: 0.1779 loss_giou_1: 0.379 loss_ce_2: 0.2805 loss_bbox_2: 0.1631 loss_giou_2: 0.3557 loss_ce_3: 0.2439 loss_bbox_3: 0.1615 loss_giou_3: 0.3395 loss_ce_4: 0.2282 loss_bbox_4: 0.1553 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:33] d2.utils.events INFO: eta: 7:18:06 iter: 356819 total_loss: 5.137 loss_ce: 0.2269 loss_bbox: 0.1533 loss_giou: 0.3094 loss_ce_0: 0.4554 loss_bbox_0: 0.2755 loss_giou_0: 0.4899 loss_ce_1: 0.3406 loss_bbox_1: 0.1879 loss_giou_1: 0.3529 loss_ce_2: 0.2726 loss_bbox_2: 0.1731 loss_giou_2: 0.3241 loss_ce_3: 0.243 loss_bbox_3: 0.1621 loss_giou_3: 0.315 loss_ce_4: 0.2296 loss_bbox_4: 0.1578 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:39] d2.utils.events INFO: eta: 7:18:01 iter: 356839 total_loss: 5.01 loss_ce: 0.2164 loss_bbox: 0.1568 loss_giou: 0.3169 loss_ce_0: 0.4496 loss_bbox_0: 0.2666 loss_giou_0: 0.4863 loss_ce_1: 0.339 loss_bbox_1: 0.1854 loss_giou_1: 0.3691 loss_ce_2: 0.2712 loss_bbox_2: 0.1698 loss_giou_2: 0.3342 loss_ce_3: 0.2384 loss_bbox_3: 0.1678 loss_giou_3: 0.326 loss_ce_4: 0.2201 loss_bbox_4: 0.1618 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:44] d2.utils.events INFO: eta: 7:17:53 iter: 356859 total_loss: 5.27 loss_ce: 0.2341 loss_bbox: 0.1636 loss_giou: 0.3353 loss_ce_0: 0.4481 loss_bbox_0: 0.2775 loss_giou_0: 0.4888 loss_ce_1: 0.3587 loss_bbox_1: 0.197 loss_giou_1: 0.3721 loss_ce_2: 0.2966 loss_bbox_2: 0.18 loss_giou_2: 0.3517 loss_ce_3: 0.2627 loss_bbox_3: 0.1703 loss_giou_3: 0.3399 loss_ce_4: 0.2389 loss_bbox_4: 0.1648 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:50] d2.utils.events INFO: eta: 7:17:47 iter: 356879 total_loss: 4.867 loss_ce: 0.2247 loss_bbox: 0.1579 loss_giou: 0.2936 loss_ce_0: 0.441 loss_bbox_0: 0.2685 loss_giou_0: 0.4627 loss_ce_1: 0.3317 loss_bbox_1: 0.192 loss_giou_1: 0.3354 loss_ce_2: 0.2801 loss_bbox_2: 0.1723 loss_giou_2: 0.3103 loss_ce_3: 0.2406 loss_bbox_3: 0.172 loss_giou_3: 0.3009 loss_ce_4: 0.225 loss_bbox_4: 0.1657 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 18:20:56] d2.utils.events INFO: eta: 7:17:45 iter: 356899 total_loss: 4.78 loss_ce: 0.2157 loss_bbox: 0.1567 loss_giou: 0.2972 loss_ce_0: 0.4343 loss_bbox_0: 0.2786 loss_giou_0: 0.492 loss_ce_1: 0.3202 loss_bbox_1: 0.1909 loss_giou_1: 0.3476 loss_ce_2: 0.2524 loss_bbox_2: 0.1683 loss_giou_2: 0.3143 loss_ce_3: 0.2292 loss_bbox_3: 0.1648 loss_giou_3: 0.3056 loss_ce_4: 0.2212 loss_bbox_4: 0.1623 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:01] d2.utils.events INFO: eta: 7:17:33 iter: 356919 total_loss: 5.175 loss_ce: 0.2302 loss_bbox: 0.1675 loss_giou: 0.3309 loss_ce_0: 0.4399 loss_bbox_0: 0.2838 loss_giou_0: 0.4825 loss_ce_1: 0.3393 loss_bbox_1: 0.2012 loss_giou_1: 0.3786 loss_ce_2: 0.2761 loss_bbox_2: 0.1792 loss_giou_2: 0.3534 loss_ce_3: 0.2553 loss_bbox_3: 0.1709 loss_giou_3: 0.3423 loss_ce_4: 0.2299 loss_bbox_4: 0.1682 loss_giou_4: 0.3347 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:07] d2.utils.events INFO: eta: 7:17:21 iter: 356939 total_loss: 4.862 loss_ce: 0.2168 loss_bbox: 0.1595 loss_giou: 0.3008 loss_ce_0: 0.4423 loss_bbox_0: 0.2697 loss_giou_0: 0.4668 loss_ce_1: 0.3354 loss_bbox_1: 0.1838 loss_giou_1: 0.3507 loss_ce_2: 0.2763 loss_bbox_2: 0.1698 loss_giou_2: 0.3219 loss_ce_3: 0.2464 loss_bbox_3: 0.1643 loss_giou_3: 0.3174 loss_ce_4: 0.2248 loss_bbox_4: 0.159 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:13] d2.utils.events INFO: eta: 7:17:27 iter: 356959 total_loss: 4.876 loss_ce: 0.2223 loss_bbox: 0.1525 loss_giou: 0.2994 loss_ce_0: 0.4294 loss_bbox_0: 0.2784 loss_giou_0: 0.4639 loss_ce_1: 0.3233 loss_bbox_1: 0.1848 loss_giou_1: 0.3434 loss_ce_2: 0.2734 loss_bbox_2: 0.1625 loss_giou_2: 0.3089 loss_ce_3: 0.231 loss_bbox_3: 0.1556 loss_giou_3: 0.3073 loss_ce_4: 0.2243 loss_bbox_4: 0.1518 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:19] d2.utils.events INFO: eta: 7:17:21 iter: 356979 total_loss: 4.811 loss_ce: 0.2116 loss_bbox: 0.1629 loss_giou: 0.2913 loss_ce_0: 0.4446 loss_bbox_0: 0.2703 loss_giou_0: 0.4656 loss_ce_1: 0.3321 loss_bbox_1: 0.191 loss_giou_1: 0.3352 loss_ce_2: 0.2683 loss_bbox_2: 0.1758 loss_giou_2: 0.309 loss_ce_3: 0.2341 loss_bbox_3: 0.1746 loss_giou_3: 0.2938 loss_ce_4: 0.2167 loss_bbox_4: 0.1636 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0320 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:24] d2.utils.events INFO: eta: 7:17:17 iter: 356999 total_loss: 4.839 loss_ce: 0.2026 loss_bbox: 0.1599 loss_giou: 0.3227 loss_ce_0: 0.4278 loss_bbox_0: 0.2611 loss_giou_0: 0.4971 loss_ce_1: 0.3318 loss_bbox_1: 0.1838 loss_giou_1: 0.3638 loss_ce_2: 0.2565 loss_bbox_2: 0.1687 loss_giou_2: 0.3343 loss_ce_3: 0.2203 loss_bbox_3: 0.1654 loss_giou_3: 0.3282 loss_ce_4: 0.2093 loss_bbox_4: 0.1663 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:30] d2.utils.events INFO: eta: 7:17:03 iter: 357019 total_loss: 5.306 loss_ce: 0.2296 loss_bbox: 0.1643 loss_giou: 0.3459 loss_ce_0: 0.4681 loss_bbox_0: 0.2848 loss_giou_0: 0.537 loss_ce_1: 0.3461 loss_bbox_1: 0.1915 loss_giou_1: 0.3936 loss_ce_2: 0.2947 loss_bbox_2: 0.178 loss_giou_2: 0.3646 loss_ce_3: 0.259 loss_bbox_3: 0.1723 loss_giou_3: 0.356 loss_ce_4: 0.2375 loss_bbox_4: 0.1635 loss_giou_4: 0.3479 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:36] d2.utils.events INFO: eta: 7:16:53 iter: 357039 total_loss: 5.068 loss_ce: 0.2268 loss_bbox: 0.186 loss_giou: 0.3063 loss_ce_0: 0.4428 loss_bbox_0: 0.2804 loss_giou_0: 0.4636 loss_ce_1: 0.3439 loss_bbox_1: 0.2131 loss_giou_1: 0.3463 loss_ce_2: 0.2912 loss_bbox_2: 0.1925 loss_giou_2: 0.3211 loss_ce_3: 0.2532 loss_bbox_3: 0.1843 loss_giou_3: 0.3084 loss_ce_4: 0.2243 loss_bbox_4: 0.1883 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:41] d2.utils.events INFO: eta: 7:16:46 iter: 357059 total_loss: 5.078 loss_ce: 0.2343 loss_bbox: 0.1614 loss_giou: 0.3195 loss_ce_0: 0.4434 loss_bbox_0: 0.2752 loss_giou_0: 0.4893 loss_ce_1: 0.3428 loss_bbox_1: 0.1934 loss_giou_1: 0.3533 loss_ce_2: 0.2706 loss_bbox_2: 0.1745 loss_giou_2: 0.3421 loss_ce_3: 0.2454 loss_bbox_3: 0.1691 loss_giou_3: 0.3258 loss_ce_4: 0.2324 loss_bbox_4: 0.1664 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0180 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:47] d2.utils.events INFO: eta: 7:16:40 iter: 357079 total_loss: 4.816 loss_ce: 0.2042 loss_bbox: 0.1694 loss_giou: 0.2966 loss_ce_0: 0.4204 loss_bbox_0: 0.2791 loss_giou_0: 0.4501 loss_ce_1: 0.3131 loss_bbox_1: 0.1948 loss_giou_1: 0.3374 loss_ce_2: 0.2582 loss_bbox_2: 0.1759 loss_giou_2: 0.314 loss_ce_3: 0.2239 loss_bbox_3: 0.1725 loss_giou_3: 0.3075 loss_ce_4: 0.2098 loss_bbox_4: 0.1729 loss_giou_4: 0.2988 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:53] d2.utils.events INFO: eta: 7:16:34 iter: 357099 total_loss: 4.915 loss_ce: 0.2216 loss_bbox: 0.1615 loss_giou: 0.3035 loss_ce_0: 0.4423 loss_bbox_0: 0.2617 loss_giou_0: 0.4673 loss_ce_1: 0.329 loss_bbox_1: 0.1833 loss_giou_1: 0.3505 loss_ce_2: 0.2764 loss_bbox_2: 0.1696 loss_giou_2: 0.3286 loss_ce_3: 0.2349 loss_bbox_3: 0.1688 loss_giou_3: 0.3143 loss_ce_4: 0.2231 loss_bbox_4: 0.164 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0328 lr: 2.5e-06 max_mem: 5427M [11/03 18:21:58] d2.utils.events INFO: eta: 7:16:23 iter: 357119 total_loss: 5.151 loss_ce: 0.226 loss_bbox: 0.167 loss_giou: 0.3119 loss_ce_0: 0.4409 loss_bbox_0: 0.2886 loss_giou_0: 0.4815 loss_ce_1: 0.3299 loss_bbox_1: 0.1952 loss_giou_1: 0.3509 loss_ce_2: 0.2778 loss_bbox_2: 0.1766 loss_giou_2: 0.3286 loss_ce_3: 0.2402 loss_bbox_3: 0.1737 loss_giou_3: 0.3138 loss_ce_4: 0.2269 loss_bbox_4: 0.1681 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:04] d2.utils.events INFO: eta: 7:16:14 iter: 357139 total_loss: 5.03 loss_ce: 0.2148 loss_bbox: 0.1639 loss_giou: 0.3242 loss_ce_0: 0.4447 loss_bbox_0: 0.2752 loss_giou_0: 0.4963 loss_ce_1: 0.3303 loss_bbox_1: 0.1977 loss_giou_1: 0.3714 loss_ce_2: 0.2737 loss_bbox_2: 0.1811 loss_giou_2: 0.3455 loss_ce_3: 0.2361 loss_bbox_3: 0.1739 loss_giou_3: 0.3313 loss_ce_4: 0.2213 loss_bbox_4: 0.1657 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:10] d2.utils.events INFO: eta: 7:16:00 iter: 357159 total_loss: 4.918 loss_ce: 0.2195 loss_bbox: 0.1672 loss_giou: 0.2997 loss_ce_0: 0.4517 loss_bbox_0: 0.2833 loss_giou_0: 0.4943 loss_ce_1: 0.3376 loss_bbox_1: 0.1946 loss_giou_1: 0.3467 loss_ce_2: 0.2734 loss_bbox_2: 0.1806 loss_giou_2: 0.3188 loss_ce_3: 0.2421 loss_bbox_3: 0.1749 loss_giou_3: 0.3098 loss_ce_4: 0.229 loss_bbox_4: 0.1719 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:15] d2.utils.events INFO: eta: 7:15:59 iter: 357179 total_loss: 5.066 loss_ce: 0.2171 loss_bbox: 0.1513 loss_giou: 0.3243 loss_ce_0: 0.4336 loss_bbox_0: 0.2804 loss_giou_0: 0.4942 loss_ce_1: 0.3297 loss_bbox_1: 0.1846 loss_giou_1: 0.3664 loss_ce_2: 0.2702 loss_bbox_2: 0.1649 loss_giou_2: 0.3345 loss_ce_3: 0.2388 loss_bbox_3: 0.1615 loss_giou_3: 0.3347 loss_ce_4: 0.2211 loss_bbox_4: 0.1555 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:21] d2.utils.events INFO: eta: 7:15:49 iter: 357199 total_loss: 4.94 loss_ce: 0.2194 loss_bbox: 0.1638 loss_giou: 0.3051 loss_ce_0: 0.4471 loss_bbox_0: 0.2813 loss_giou_0: 0.4918 loss_ce_1: 0.3341 loss_bbox_1: 0.191 loss_giou_1: 0.3434 loss_ce_2: 0.2712 loss_bbox_2: 0.1778 loss_giou_2: 0.32 loss_ce_3: 0.2416 loss_bbox_3: 0.1723 loss_giou_3: 0.3192 loss_ce_4: 0.2232 loss_bbox_4: 0.1644 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:27] d2.utils.events INFO: eta: 7:15:44 iter: 357219 total_loss: 5.003 loss_ce: 0.2257 loss_bbox: 0.1607 loss_giou: 0.3167 loss_ce_0: 0.4573 loss_bbox_0: 0.278 loss_giou_0: 0.4858 loss_ce_1: 0.345 loss_bbox_1: 0.194 loss_giou_1: 0.3582 loss_ce_2: 0.2788 loss_bbox_2: 0.1724 loss_giou_2: 0.3315 loss_ce_3: 0.2374 loss_bbox_3: 0.1682 loss_giou_3: 0.3254 loss_ce_4: 0.2342 loss_bbox_4: 0.1622 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:32] d2.utils.events INFO: eta: 7:15:49 iter: 357239 total_loss: 4.725 loss_ce: 0.2124 loss_bbox: 0.1492 loss_giou: 0.3098 loss_ce_0: 0.4484 loss_bbox_0: 0.2589 loss_giou_0: 0.4757 loss_ce_1: 0.3097 loss_bbox_1: 0.1793 loss_giou_1: 0.3538 loss_ce_2: 0.2531 loss_bbox_2: 0.1577 loss_giou_2: 0.3308 loss_ce_3: 0.2263 loss_bbox_3: 0.1525 loss_giou_3: 0.3204 loss_ce_4: 0.2182 loss_bbox_4: 0.1522 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:38] d2.utils.events INFO: eta: 7:15:36 iter: 357259 total_loss: 4.984 loss_ce: 0.2128 loss_bbox: 0.1548 loss_giou: 0.3092 loss_ce_0: 0.4365 loss_bbox_0: 0.2655 loss_giou_0: 0.4755 loss_ce_1: 0.328 loss_bbox_1: 0.1873 loss_giou_1: 0.3563 loss_ce_2: 0.2752 loss_bbox_2: 0.1697 loss_giou_2: 0.3362 loss_ce_3: 0.2372 loss_bbox_3: 0.1614 loss_giou_3: 0.318 loss_ce_4: 0.2215 loss_bbox_4: 0.1574 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:44] d2.utils.events INFO: eta: 7:15:33 iter: 357279 total_loss: 4.91 loss_ce: 0.2152 loss_bbox: 0.1624 loss_giou: 0.2981 loss_ce_0: 0.4474 loss_bbox_0: 0.2712 loss_giou_0: 0.4709 loss_ce_1: 0.321 loss_bbox_1: 0.194 loss_giou_1: 0.3388 loss_ce_2: 0.2539 loss_bbox_2: 0.1717 loss_giou_2: 0.3229 loss_ce_3: 0.2224 loss_bbox_3: 0.1692 loss_giou_3: 0.3111 loss_ce_4: 0.2194 loss_bbox_4: 0.1661 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:50] d2.utils.events INFO: eta: 7:15:27 iter: 357299 total_loss: 4.891 loss_ce: 0.207 loss_bbox: 0.1526 loss_giou: 0.2987 loss_ce_0: 0.4477 loss_bbox_0: 0.2644 loss_giou_0: 0.4759 loss_ce_1: 0.3284 loss_bbox_1: 0.179 loss_giou_1: 0.3431 loss_ce_2: 0.268 loss_bbox_2: 0.1636 loss_giou_2: 0.3226 loss_ce_3: 0.2318 loss_bbox_3: 0.1565 loss_giou_3: 0.3032 loss_ce_4: 0.2117 loss_bbox_4: 0.1563 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 18:22:55] d2.utils.events INFO: eta: 7:15:23 iter: 357319 total_loss: 4.761 loss_ce: 0.2106 loss_bbox: 0.1599 loss_giou: 0.3045 loss_ce_0: 0.4397 loss_bbox_0: 0.2667 loss_giou_0: 0.4571 loss_ce_1: 0.3214 loss_bbox_1: 0.1882 loss_giou_1: 0.3332 loss_ce_2: 0.2646 loss_bbox_2: 0.172 loss_giou_2: 0.3146 loss_ce_3: 0.2235 loss_bbox_3: 0.1613 loss_giou_3: 0.3109 loss_ce_4: 0.2141 loss_bbox_4: 0.1609 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:01] d2.utils.events INFO: eta: 7:15:23 iter: 357339 total_loss: 5.084 loss_ce: 0.2228 loss_bbox: 0.1517 loss_giou: 0.322 loss_ce_0: 0.4497 loss_bbox_0: 0.2686 loss_giou_0: 0.5218 loss_ce_1: 0.3409 loss_bbox_1: 0.1772 loss_giou_1: 0.3738 loss_ce_2: 0.2735 loss_bbox_2: 0.1647 loss_giou_2: 0.3415 loss_ce_3: 0.2439 loss_bbox_3: 0.1558 loss_giou_3: 0.3323 loss_ce_4: 0.2276 loss_bbox_4: 0.1532 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:07] d2.utils.events INFO: eta: 7:15:18 iter: 357359 total_loss: 4.947 loss_ce: 0.2144 loss_bbox: 0.1564 loss_giou: 0.311 loss_ce_0: 0.4536 loss_bbox_0: 0.2697 loss_giou_0: 0.4853 loss_ce_1: 0.3408 loss_bbox_1: 0.1855 loss_giou_1: 0.3554 loss_ce_2: 0.2703 loss_bbox_2: 0.1655 loss_giou_2: 0.3341 loss_ce_3: 0.2355 loss_bbox_3: 0.1626 loss_giou_3: 0.3263 loss_ce_4: 0.2125 loss_bbox_4: 0.1601 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:12] d2.utils.events INFO: eta: 7:15:12 iter: 357379 total_loss: 4.959 loss_ce: 0.1987 loss_bbox: 0.1574 loss_giou: 0.3152 loss_ce_0: 0.4476 loss_bbox_0: 0.2788 loss_giou_0: 0.4839 loss_ce_1: 0.3196 loss_bbox_1: 0.1899 loss_giou_1: 0.35 loss_ce_2: 0.2608 loss_bbox_2: 0.1729 loss_giou_2: 0.3249 loss_ce_3: 0.2277 loss_bbox_3: 0.1663 loss_giou_3: 0.3225 loss_ce_4: 0.2044 loss_bbox_4: 0.1611 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:18] d2.utils.events INFO: eta: 7:15:04 iter: 357399 total_loss: 4.966 loss_ce: 0.2133 loss_bbox: 0.1723 loss_giou: 0.3216 loss_ce_0: 0.4284 loss_bbox_0: 0.2779 loss_giou_0: 0.485 loss_ce_1: 0.3275 loss_bbox_1: 0.2058 loss_giou_1: 0.3656 loss_ce_2: 0.253 loss_bbox_2: 0.1827 loss_giou_2: 0.3429 loss_ce_3: 0.2379 loss_bbox_3: 0.178 loss_giou_3: 0.3326 loss_ce_4: 0.215 loss_bbox_4: 0.1752 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:24] d2.utils.events INFO: eta: 7:14:50 iter: 357419 total_loss: 4.934 loss_ce: 0.2152 loss_bbox: 0.1642 loss_giou: 0.3177 loss_ce_0: 0.4373 loss_bbox_0: 0.2656 loss_giou_0: 0.4751 loss_ce_1: 0.3207 loss_bbox_1: 0.1922 loss_giou_1: 0.3607 loss_ce_2: 0.2602 loss_bbox_2: 0.1776 loss_giou_2: 0.3337 loss_ce_3: 0.2314 loss_bbox_3: 0.1673 loss_giou_3: 0.3221 loss_ce_4: 0.2155 loss_bbox_4: 0.1653 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:29] d2.utils.events INFO: eta: 7:14:41 iter: 357439 total_loss: 5.095 loss_ce: 0.2382 loss_bbox: 0.1635 loss_giou: 0.3331 loss_ce_0: 0.4388 loss_bbox_0: 0.2715 loss_giou_0: 0.4897 loss_ce_1: 0.3345 loss_bbox_1: 0.1931 loss_giou_1: 0.3722 loss_ce_2: 0.2643 loss_bbox_2: 0.1717 loss_giou_2: 0.3503 loss_ce_3: 0.235 loss_bbox_3: 0.1649 loss_giou_3: 0.3473 loss_ce_4: 0.2337 loss_bbox_4: 0.1625 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:35] d2.utils.events INFO: eta: 7:14:36 iter: 357459 total_loss: 4.964 loss_ce: 0.2123 loss_bbox: 0.1571 loss_giou: 0.2884 loss_ce_0: 0.4302 loss_bbox_0: 0.2747 loss_giou_0: 0.4553 loss_ce_1: 0.3266 loss_bbox_1: 0.1899 loss_giou_1: 0.344 loss_ce_2: 0.2585 loss_bbox_2: 0.171 loss_giou_2: 0.3143 loss_ce_3: 0.232 loss_bbox_3: 0.1675 loss_giou_3: 0.3024 loss_ce_4: 0.211 loss_bbox_4: 0.1603 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:41] d2.utils.events INFO: eta: 7:14:31 iter: 357479 total_loss: 4.823 loss_ce: 0.2251 loss_bbox: 0.1548 loss_giou: 0.2882 loss_ce_0: 0.4384 loss_bbox_0: 0.2694 loss_giou_0: 0.4605 loss_ce_1: 0.3374 loss_bbox_1: 0.1864 loss_giou_1: 0.3305 loss_ce_2: 0.2732 loss_bbox_2: 0.1709 loss_giou_2: 0.3062 loss_ce_3: 0.2415 loss_bbox_3: 0.1625 loss_giou_3: 0.2968 loss_ce_4: 0.2245 loss_bbox_4: 0.1599 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:47] d2.utils.events INFO: eta: 7:14:38 iter: 357499 total_loss: 4.608 loss_ce: 0.196 loss_bbox: 0.1623 loss_giou: 0.2907 loss_ce_0: 0.4357 loss_bbox_0: 0.2686 loss_giou_0: 0.4472 loss_ce_1: 0.3186 loss_bbox_1: 0.1921 loss_giou_1: 0.3351 loss_ce_2: 0.2504 loss_bbox_2: 0.1699 loss_giou_2: 0.301 loss_ce_3: 0.214 loss_bbox_3: 0.1709 loss_giou_3: 0.3008 loss_ce_4: 0.1969 loss_bbox_4: 0.1663 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:53] d2.utils.events INFO: eta: 7:14:33 iter: 357519 total_loss: 4.935 loss_ce: 0.2128 loss_bbox: 0.1509 loss_giou: 0.3016 loss_ce_0: 0.4358 loss_bbox_0: 0.2599 loss_giou_0: 0.4776 loss_ce_1: 0.3223 loss_bbox_1: 0.1797 loss_giou_1: 0.3462 loss_ce_2: 0.2596 loss_bbox_2: 0.1634 loss_giou_2: 0.3233 loss_ce_3: 0.2321 loss_bbox_3: 0.1588 loss_giou_3: 0.3172 loss_ce_4: 0.2176 loss_bbox_4: 0.155 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 18:23:58] d2.utils.events INFO: eta: 7:14:24 iter: 357539 total_loss: 5.171 loss_ce: 0.2277 loss_bbox: 0.171 loss_giou: 0.3056 loss_ce_0: 0.4426 loss_bbox_0: 0.2842 loss_giou_0: 0.4885 loss_ce_1: 0.3482 loss_bbox_1: 0.1992 loss_giou_1: 0.3545 loss_ce_2: 0.2794 loss_bbox_2: 0.1847 loss_giou_2: 0.3263 loss_ce_3: 0.242 loss_bbox_3: 0.1755 loss_giou_3: 0.3156 loss_ce_4: 0.2312 loss_bbox_4: 0.175 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0195 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:04] d2.utils.events INFO: eta: 7:14:19 iter: 357559 total_loss: 4.965 loss_ce: 0.2204 loss_bbox: 0.1704 loss_giou: 0.3035 loss_ce_0: 0.4387 loss_bbox_0: 0.2839 loss_giou_0: 0.4446 loss_ce_1: 0.3308 loss_bbox_1: 0.1956 loss_giou_1: 0.3422 loss_ce_2: 0.2681 loss_bbox_2: 0.1829 loss_giou_2: 0.3165 loss_ce_3: 0.2418 loss_bbox_3: 0.1781 loss_giou_3: 0.3053 loss_ce_4: 0.2237 loss_bbox_4: 0.1725 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:10] d2.utils.events INFO: eta: 7:14:08 iter: 357579 total_loss: 5.155 loss_ce: 0.2379 loss_bbox: 0.1809 loss_giou: 0.3161 loss_ce_0: 0.4637 loss_bbox_0: 0.2987 loss_giou_0: 0.4828 loss_ce_1: 0.3464 loss_bbox_1: 0.2241 loss_giou_1: 0.3745 loss_ce_2: 0.3022 loss_bbox_2: 0.1942 loss_giou_2: 0.3326 loss_ce_3: 0.2619 loss_bbox_3: 0.1908 loss_giou_3: 0.3251 loss_ce_4: 0.248 loss_bbox_4: 0.1847 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:16] d2.utils.events INFO: eta: 7:14:02 iter: 357599 total_loss: 5.017 loss_ce: 0.2163 loss_bbox: 0.1713 loss_giou: 0.3158 loss_ce_0: 0.453 loss_bbox_0: 0.2779 loss_giou_0: 0.4746 loss_ce_1: 0.3363 loss_bbox_1: 0.1882 loss_giou_1: 0.3553 loss_ce_2: 0.2745 loss_bbox_2: 0.1797 loss_giou_2: 0.3375 loss_ce_3: 0.2417 loss_bbox_3: 0.1723 loss_giou_3: 0.329 loss_ce_4: 0.2215 loss_bbox_4: 0.1707 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:21] d2.utils.events INFO: eta: 7:13:51 iter: 357619 total_loss: 5.01 loss_ce: 0.2221 loss_bbox: 0.1595 loss_giou: 0.3018 loss_ce_0: 0.4375 loss_bbox_0: 0.2781 loss_giou_0: 0.4531 loss_ce_1: 0.3316 loss_bbox_1: 0.1913 loss_giou_1: 0.354 loss_ce_2: 0.2722 loss_bbox_2: 0.1773 loss_giou_2: 0.3243 loss_ce_3: 0.2359 loss_bbox_3: 0.1654 loss_giou_3: 0.3143 loss_ce_4: 0.2231 loss_bbox_4: 0.1622 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:27] d2.utils.events INFO: eta: 7:13:55 iter: 357639 total_loss: 5.381 loss_ce: 0.2444 loss_bbox: 0.1673 loss_giou: 0.3207 loss_ce_0: 0.4553 loss_bbox_0: 0.2903 loss_giou_0: 0.5097 loss_ce_1: 0.3486 loss_bbox_1: 0.2063 loss_giou_1: 0.3635 loss_ce_2: 0.2905 loss_bbox_2: 0.1786 loss_giou_2: 0.334 loss_ce_3: 0.2571 loss_bbox_3: 0.1767 loss_giou_3: 0.3334 loss_ce_4: 0.2467 loss_bbox_4: 0.1698 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:33] d2.utils.events INFO: eta: 7:13:46 iter: 357659 total_loss: 4.688 loss_ce: 0.2044 loss_bbox: 0.1409 loss_giou: 0.2993 loss_ce_0: 0.4226 loss_bbox_0: 0.2571 loss_giou_0: 0.4767 loss_ce_1: 0.3228 loss_bbox_1: 0.1758 loss_giou_1: 0.3449 loss_ce_2: 0.2626 loss_bbox_2: 0.1549 loss_giou_2: 0.3073 loss_ce_3: 0.2298 loss_bbox_3: 0.153 loss_giou_3: 0.3 loss_ce_4: 0.2119 loss_bbox_4: 0.1438 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:38] d2.utils.events INFO: eta: 7:13:44 iter: 357679 total_loss: 4.997 loss_ce: 0.2216 loss_bbox: 0.1525 loss_giou: 0.3009 loss_ce_0: 0.4234 loss_bbox_0: 0.2684 loss_giou_0: 0.4639 loss_ce_1: 0.3187 loss_bbox_1: 0.1902 loss_giou_1: 0.354 loss_ce_2: 0.2637 loss_bbox_2: 0.1694 loss_giou_2: 0.3299 loss_ce_3: 0.2351 loss_bbox_3: 0.1588 loss_giou_3: 0.3157 loss_ce_4: 0.2254 loss_bbox_4: 0.1546 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:44] d2.utils.events INFO: eta: 7:13:43 iter: 357699 total_loss: 5.03 loss_ce: 0.2309 loss_bbox: 0.1578 loss_giou: 0.3121 loss_ce_0: 0.4515 loss_bbox_0: 0.2723 loss_giou_0: 0.4906 loss_ce_1: 0.3265 loss_bbox_1: 0.1871 loss_giou_1: 0.3678 loss_ce_2: 0.2666 loss_bbox_2: 0.1703 loss_giou_2: 0.3329 loss_ce_3: 0.2414 loss_bbox_3: 0.1631 loss_giou_3: 0.3206 loss_ce_4: 0.2314 loss_bbox_4: 0.1604 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:50] d2.utils.events INFO: eta: 7:13:25 iter: 357719 total_loss: 4.782 loss_ce: 0.2161 loss_bbox: 0.158 loss_giou: 0.3084 loss_ce_0: 0.4254 loss_bbox_0: 0.2773 loss_giou_0: 0.4983 loss_ce_1: 0.3178 loss_bbox_1: 0.1962 loss_giou_1: 0.3517 loss_ce_2: 0.2656 loss_bbox_2: 0.1803 loss_giou_2: 0.3211 loss_ce_3: 0.2372 loss_bbox_3: 0.1689 loss_giou_3: 0.3196 loss_ce_4: 0.2217 loss_bbox_4: 0.1645 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:24:55] d2.utils.events INFO: eta: 7:13:13 iter: 357739 total_loss: 4.768 loss_ce: 0.2097 loss_bbox: 0.157 loss_giou: 0.3152 loss_ce_0: 0.4414 loss_bbox_0: 0.2665 loss_giou_0: 0.4727 loss_ce_1: 0.3206 loss_bbox_1: 0.1903 loss_giou_1: 0.3483 loss_ce_2: 0.2534 loss_bbox_2: 0.1735 loss_giou_2: 0.3256 loss_ce_3: 0.2243 loss_bbox_3: 0.1672 loss_giou_3: 0.3182 loss_ce_4: 0.2133 loss_bbox_4: 0.1654 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:01] d2.utils.events INFO: eta: 7:13:10 iter: 357759 total_loss: 5.082 loss_ce: 0.2211 loss_bbox: 0.1657 loss_giou: 0.319 loss_ce_0: 0.4563 loss_bbox_0: 0.2893 loss_giou_0: 0.4957 loss_ce_1: 0.3368 loss_bbox_1: 0.1979 loss_giou_1: 0.3771 loss_ce_2: 0.2771 loss_bbox_2: 0.1784 loss_giou_2: 0.3464 loss_ce_3: 0.2398 loss_bbox_3: 0.1687 loss_giou_3: 0.3292 loss_ce_4: 0.2311 loss_bbox_4: 0.166 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:07] d2.utils.events INFO: eta: 7:13:11 iter: 357779 total_loss: 4.897 loss_ce: 0.208 loss_bbox: 0.1485 loss_giou: 0.3229 loss_ce_0: 0.4311 loss_bbox_0: 0.2664 loss_giou_0: 0.5021 loss_ce_1: 0.3283 loss_bbox_1: 0.1802 loss_giou_1: 0.3591 loss_ce_2: 0.2598 loss_bbox_2: 0.1676 loss_giou_2: 0.3367 loss_ce_3: 0.2343 loss_bbox_3: 0.1529 loss_giou_3: 0.3235 loss_ce_4: 0.2154 loss_bbox_4: 0.1495 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:12] d2.utils.events INFO: eta: 7:12:59 iter: 357799 total_loss: 5.043 loss_ce: 0.2205 loss_bbox: 0.1566 loss_giou: 0.3164 loss_ce_0: 0.4414 loss_bbox_0: 0.2719 loss_giou_0: 0.4709 loss_ce_1: 0.3183 loss_bbox_1: 0.1832 loss_giou_1: 0.3599 loss_ce_2: 0.2679 loss_bbox_2: 0.1687 loss_giou_2: 0.331 loss_ce_3: 0.2482 loss_bbox_3: 0.1641 loss_giou_3: 0.3267 loss_ce_4: 0.2304 loss_bbox_4: 0.1603 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:18] d2.utils.events INFO: eta: 7:12:42 iter: 357819 total_loss: 4.987 loss_ce: 0.2094 loss_bbox: 0.1687 loss_giou: 0.3064 loss_ce_0: 0.4435 loss_bbox_0: 0.2876 loss_giou_0: 0.4739 loss_ce_1: 0.3471 loss_bbox_1: 0.1992 loss_giou_1: 0.3512 loss_ce_2: 0.2758 loss_bbox_2: 0.1853 loss_giou_2: 0.3246 loss_ce_3: 0.2317 loss_bbox_3: 0.1788 loss_giou_3: 0.3118 loss_ce_4: 0.2151 loss_bbox_4: 0.1703 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:24] d2.utils.events INFO: eta: 7:12:41 iter: 357839 total_loss: 4.999 loss_ce: 0.2251 loss_bbox: 0.1549 loss_giou: 0.3113 loss_ce_0: 0.4298 loss_bbox_0: 0.2708 loss_giou_0: 0.4756 loss_ce_1: 0.319 loss_bbox_1: 0.1851 loss_giou_1: 0.3465 loss_ce_2: 0.2684 loss_bbox_2: 0.167 loss_giou_2: 0.327 loss_ce_3: 0.2351 loss_bbox_3: 0.1605 loss_giou_3: 0.319 loss_ce_4: 0.228 loss_bbox_4: 0.1566 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:30] d2.utils.events INFO: eta: 7:12:29 iter: 357859 total_loss: 4.831 loss_ce: 0.2026 loss_bbox: 0.1627 loss_giou: 0.2988 loss_ce_0: 0.4581 loss_bbox_0: 0.274 loss_giou_0: 0.4571 loss_ce_1: 0.3329 loss_bbox_1: 0.1937 loss_giou_1: 0.3443 loss_ce_2: 0.2716 loss_bbox_2: 0.181 loss_giou_2: 0.3164 loss_ce_3: 0.2336 loss_bbox_3: 0.1695 loss_giou_3: 0.3065 loss_ce_4: 0.2183 loss_bbox_4: 0.163 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:35] d2.utils.events INFO: eta: 7:12:30 iter: 357879 total_loss: 4.875 loss_ce: 0.2117 loss_bbox: 0.1685 loss_giou: 0.2976 loss_ce_0: 0.4314 loss_bbox_0: 0.2777 loss_giou_0: 0.4474 loss_ce_1: 0.324 loss_bbox_1: 0.1994 loss_giou_1: 0.3328 loss_ce_2: 0.2673 loss_bbox_2: 0.1934 loss_giou_2: 0.3111 loss_ce_3: 0.227 loss_bbox_3: 0.1787 loss_giou_3: 0.2978 loss_ce_4: 0.2156 loss_bbox_4: 0.1723 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:41] d2.utils.events INFO: eta: 7:12:17 iter: 357899 total_loss: 4.697 loss_ce: 0.1986 loss_bbox: 0.159 loss_giou: 0.296 loss_ce_0: 0.4339 loss_bbox_0: 0.2684 loss_giou_0: 0.4633 loss_ce_1: 0.3064 loss_bbox_1: 0.1845 loss_giou_1: 0.3427 loss_ce_2: 0.2494 loss_bbox_2: 0.1732 loss_giou_2: 0.3139 loss_ce_3: 0.2194 loss_bbox_3: 0.1591 loss_giou_3: 0.3068 loss_ce_4: 0.1993 loss_bbox_4: 0.1575 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:47] d2.utils.events INFO: eta: 7:12:14 iter: 357919 total_loss: 4.776 loss_ce: 0.2081 loss_bbox: 0.1628 loss_giou: 0.3015 loss_ce_0: 0.433 loss_bbox_0: 0.2621 loss_giou_0: 0.4648 loss_ce_1: 0.3262 loss_bbox_1: 0.1818 loss_giou_1: 0.3351 loss_ce_2: 0.2593 loss_bbox_2: 0.1715 loss_giou_2: 0.3169 loss_ce_3: 0.2253 loss_bbox_3: 0.1643 loss_giou_3: 0.3069 loss_ce_4: 0.2123 loss_bbox_4: 0.163 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:52] d2.utils.events INFO: eta: 7:12:13 iter: 357939 total_loss: 4.913 loss_ce: 0.2359 loss_bbox: 0.1516 loss_giou: 0.3141 loss_ce_0: 0.468 loss_bbox_0: 0.2668 loss_giou_0: 0.507 loss_ce_1: 0.357 loss_bbox_1: 0.1772 loss_giou_1: 0.352 loss_ce_2: 0.2863 loss_bbox_2: 0.1661 loss_giou_2: 0.3344 loss_ce_3: 0.2498 loss_bbox_3: 0.1588 loss_giou_3: 0.3248 loss_ce_4: 0.2389 loss_bbox_4: 0.1562 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0322 lr: 2.5e-06 max_mem: 5427M [11/03 18:25:58] d2.utils.events INFO: eta: 7:12:01 iter: 357959 total_loss: 4.72 loss_ce: 0.1973 loss_bbox: 0.1583 loss_giou: 0.3013 loss_ce_0: 0.4316 loss_bbox_0: 0.2682 loss_giou_0: 0.4579 loss_ce_1: 0.3066 loss_bbox_1: 0.1797 loss_giou_1: 0.34 loss_ce_2: 0.2456 loss_bbox_2: 0.1683 loss_giou_2: 0.3133 loss_ce_3: 0.2157 loss_bbox_3: 0.1625 loss_giou_3: 0.305 loss_ce_4: 0.1997 loss_bbox_4: 0.1587 loss_giou_4: 0.2969 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:04] d2.utils.events INFO: eta: 7:11:57 iter: 357979 total_loss: 4.954 loss_ce: 0.2154 loss_bbox: 0.166 loss_giou: 0.3076 loss_ce_0: 0.4449 loss_bbox_0: 0.2799 loss_giou_0: 0.4864 loss_ce_1: 0.3136 loss_bbox_1: 0.1923 loss_giou_1: 0.3511 loss_ce_2: 0.2603 loss_bbox_2: 0.1782 loss_giou_2: 0.3296 loss_ce_3: 0.2275 loss_bbox_3: 0.171 loss_giou_3: 0.3211 loss_ce_4: 0.2156 loss_bbox_4: 0.1669 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:09] d2.utils.events INFO: eta: 7:11:50 iter: 357999 total_loss: 4.947 loss_ce: 0.2256 loss_bbox: 0.1658 loss_giou: 0.306 loss_ce_0: 0.4456 loss_bbox_0: 0.2947 loss_giou_0: 0.5 loss_ce_1: 0.3368 loss_bbox_1: 0.1957 loss_giou_1: 0.3588 loss_ce_2: 0.2643 loss_bbox_2: 0.1766 loss_giou_2: 0.3285 loss_ce_3: 0.2329 loss_bbox_3: 0.1624 loss_giou_3: 0.3157 loss_ce_4: 0.2254 loss_bbox_4: 0.1661 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:15] d2.utils.events INFO: eta: 7:11:43 iter: 358019 total_loss: 5.129 loss_ce: 0.221 loss_bbox: 0.1593 loss_giou: 0.3156 loss_ce_0: 0.4395 loss_bbox_0: 0.2855 loss_giou_0: 0.4995 loss_ce_1: 0.3284 loss_bbox_1: 0.1919 loss_giou_1: 0.3692 loss_ce_2: 0.2694 loss_bbox_2: 0.1746 loss_giou_2: 0.3385 loss_ce_3: 0.2375 loss_bbox_3: 0.166 loss_giou_3: 0.3284 loss_ce_4: 0.2225 loss_bbox_4: 0.1616 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:21] d2.utils.events INFO: eta: 7:11:45 iter: 358039 total_loss: 4.835 loss_ce: 0.2105 loss_bbox: 0.1488 loss_giou: 0.3187 loss_ce_0: 0.4162 loss_bbox_0: 0.2632 loss_giou_0: 0.485 loss_ce_1: 0.3168 loss_bbox_1: 0.1826 loss_giou_1: 0.3567 loss_ce_2: 0.2611 loss_bbox_2: 0.1684 loss_giou_2: 0.3351 loss_ce_3: 0.2322 loss_bbox_3: 0.1586 loss_giou_3: 0.3251 loss_ce_4: 0.2167 loss_bbox_4: 0.1547 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:27] d2.utils.events INFO: eta: 7:11:36 iter: 358059 total_loss: 5.192 loss_ce: 0.2315 loss_bbox: 0.1611 loss_giou: 0.3239 loss_ce_0: 0.438 loss_bbox_0: 0.2715 loss_giou_0: 0.4888 loss_ce_1: 0.3292 loss_bbox_1: 0.1874 loss_giou_1: 0.3736 loss_ce_2: 0.272 loss_bbox_2: 0.172 loss_giou_2: 0.3395 loss_ce_3: 0.2459 loss_bbox_3: 0.1653 loss_giou_3: 0.3339 loss_ce_4: 0.2311 loss_bbox_4: 0.158 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:32] d2.utils.events INFO: eta: 7:11:27 iter: 358079 total_loss: 5.055 loss_ce: 0.2234 loss_bbox: 0.1615 loss_giou: 0.3042 loss_ce_0: 0.438 loss_bbox_0: 0.2689 loss_giou_0: 0.4627 loss_ce_1: 0.3354 loss_bbox_1: 0.1986 loss_giou_1: 0.3635 loss_ce_2: 0.273 loss_bbox_2: 0.1733 loss_giou_2: 0.3167 loss_ce_3: 0.2435 loss_bbox_3: 0.1691 loss_giou_3: 0.3123 loss_ce_4: 0.2297 loss_bbox_4: 0.1627 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:38] d2.utils.events INFO: eta: 7:11:21 iter: 358099 total_loss: 4.965 loss_ce: 0.2097 loss_bbox: 0.1664 loss_giou: 0.3121 loss_ce_0: 0.4497 loss_bbox_0: 0.2714 loss_giou_0: 0.4808 loss_ce_1: 0.3394 loss_bbox_1: 0.189 loss_giou_1: 0.3494 loss_ce_2: 0.269 loss_bbox_2: 0.1711 loss_giou_2: 0.3244 loss_ce_3: 0.2427 loss_bbox_3: 0.1701 loss_giou_3: 0.3136 loss_ce_4: 0.2193 loss_bbox_4: 0.1701 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:44] d2.utils.events INFO: eta: 7:11:15 iter: 358119 total_loss: 4.878 loss_ce: 0.2056 loss_bbox: 0.1565 loss_giou: 0.3081 loss_ce_0: 0.4297 loss_bbox_0: 0.286 loss_giou_0: 0.47 loss_ce_1: 0.314 loss_bbox_1: 0.1968 loss_giou_1: 0.3545 loss_ce_2: 0.2487 loss_bbox_2: 0.1753 loss_giou_2: 0.324 loss_ce_3: 0.2199 loss_bbox_3: 0.1696 loss_giou_3: 0.3101 loss_ce_4: 0.2096 loss_bbox_4: 0.1593 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:49] d2.utils.events INFO: eta: 7:11:10 iter: 358139 total_loss: 4.763 loss_ce: 0.2048 loss_bbox: 0.1561 loss_giou: 0.2975 loss_ce_0: 0.4416 loss_bbox_0: 0.2619 loss_giou_0: 0.4825 loss_ce_1: 0.3173 loss_bbox_1: 0.1852 loss_giou_1: 0.3554 loss_ce_2: 0.2494 loss_bbox_2: 0.1676 loss_giou_2: 0.324 loss_ce_3: 0.2169 loss_bbox_3: 0.1621 loss_giou_3: 0.3134 loss_ce_4: 0.206 loss_bbox_4: 0.1604 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 18:26:55] d2.utils.events INFO: eta: 7:11:06 iter: 358159 total_loss: 4.74 loss_ce: 0.211 loss_bbox: 0.1578 loss_giou: 0.3009 loss_ce_0: 0.4341 loss_bbox_0: 0.2715 loss_giou_0: 0.4711 loss_ce_1: 0.325 loss_bbox_1: 0.1855 loss_giou_1: 0.3334 loss_ce_2: 0.273 loss_bbox_2: 0.1698 loss_giou_2: 0.3081 loss_ce_3: 0.2257 loss_bbox_3: 0.1638 loss_giou_3: 0.3041 loss_ce_4: 0.2154 loss_bbox_4: 0.1587 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:01] d2.utils.events INFO: eta: 7:10:58 iter: 358179 total_loss: 4.883 loss_ce: 0.2205 loss_bbox: 0.148 loss_giou: 0.31 loss_ce_0: 0.4411 loss_bbox_0: 0.2579 loss_giou_0: 0.4737 loss_ce_1: 0.3236 loss_bbox_1: 0.1786 loss_giou_1: 0.3718 loss_ce_2: 0.2646 loss_bbox_2: 0.1609 loss_giou_2: 0.3382 loss_ce_3: 0.2333 loss_bbox_3: 0.155 loss_giou_3: 0.3214 loss_ce_4: 0.2209 loss_bbox_4: 0.1472 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:06] d2.utils.events INFO: eta: 7:10:53 iter: 358199 total_loss: 5.192 loss_ce: 0.2263 loss_bbox: 0.1526 loss_giou: 0.3449 loss_ce_0: 0.4467 loss_bbox_0: 0.2658 loss_giou_0: 0.5211 loss_ce_1: 0.3407 loss_bbox_1: 0.1833 loss_giou_1: 0.3852 loss_ce_2: 0.2738 loss_bbox_2: 0.1634 loss_giou_2: 0.3606 loss_ce_3: 0.2456 loss_bbox_3: 0.161 loss_giou_3: 0.3564 loss_ce_4: 0.232 loss_bbox_4: 0.1546 loss_giou_4: 0.3515 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:12] d2.utils.events INFO: eta: 7:10:49 iter: 358219 total_loss: 4.829 loss_ce: 0.2153 loss_bbox: 0.158 loss_giou: 0.3 loss_ce_0: 0.4167 loss_bbox_0: 0.266 loss_giou_0: 0.4801 loss_ce_1: 0.3101 loss_bbox_1: 0.1859 loss_giou_1: 0.3457 loss_ce_2: 0.2555 loss_bbox_2: 0.1625 loss_giou_2: 0.3193 loss_ce_3: 0.2187 loss_bbox_3: 0.162 loss_giou_3: 0.3144 loss_ce_4: 0.2085 loss_bbox_4: 0.1603 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:18] d2.utils.events INFO: eta: 7:10:40 iter: 358239 total_loss: 4.804 loss_ce: 0.2169 loss_bbox: 0.1669 loss_giou: 0.2994 loss_ce_0: 0.4417 loss_bbox_0: 0.2756 loss_giou_0: 0.4834 loss_ce_1: 0.3294 loss_bbox_1: 0.1959 loss_giou_1: 0.3463 loss_ce_2: 0.2757 loss_bbox_2: 0.1798 loss_giou_2: 0.3161 loss_ce_3: 0.2429 loss_bbox_3: 0.1726 loss_giou_3: 0.3049 loss_ce_4: 0.2188 loss_bbox_4: 0.1722 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:23] d2.utils.events INFO: eta: 7:10:39 iter: 358259 total_loss: 4.987 loss_ce: 0.2205 loss_bbox: 0.1594 loss_giou: 0.319 loss_ce_0: 0.4438 loss_bbox_0: 0.2702 loss_giou_0: 0.5011 loss_ce_1: 0.3341 loss_bbox_1: 0.1809 loss_giou_1: 0.3731 loss_ce_2: 0.2777 loss_bbox_2: 0.1666 loss_giou_2: 0.3484 loss_ce_3: 0.241 loss_bbox_3: 0.1662 loss_giou_3: 0.334 loss_ce_4: 0.2279 loss_bbox_4: 0.1647 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:29] d2.utils.events INFO: eta: 7:10:29 iter: 358279 total_loss: 4.889 loss_ce: 0.2345 loss_bbox: 0.1527 loss_giou: 0.3014 loss_ce_0: 0.4431 loss_bbox_0: 0.2693 loss_giou_0: 0.4626 loss_ce_1: 0.3358 loss_bbox_1: 0.1915 loss_giou_1: 0.3488 loss_ce_2: 0.2802 loss_bbox_2: 0.1773 loss_giou_2: 0.3195 loss_ce_3: 0.2477 loss_bbox_3: 0.1638 loss_giou_3: 0.3062 loss_ce_4: 0.2351 loss_bbox_4: 0.1557 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:35] d2.utils.events INFO: eta: 7:10:23 iter: 358299 total_loss: 4.906 loss_ce: 0.2316 loss_bbox: 0.1551 loss_giou: 0.2933 loss_ce_0: 0.452 loss_bbox_0: 0.2631 loss_giou_0: 0.462 loss_ce_1: 0.3409 loss_bbox_1: 0.1869 loss_giou_1: 0.3397 loss_ce_2: 0.276 loss_bbox_2: 0.1679 loss_giou_2: 0.3052 loss_ce_3: 0.2431 loss_bbox_3: 0.1622 loss_giou_3: 0.2954 loss_ce_4: 0.2306 loss_bbox_4: 0.1571 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:40] d2.utils.events INFO: eta: 7:10:14 iter: 358319 total_loss: 5.023 loss_ce: 0.2108 loss_bbox: 0.1592 loss_giou: 0.3061 loss_ce_0: 0.4257 loss_bbox_0: 0.2716 loss_giou_0: 0.4792 loss_ce_1: 0.3241 loss_bbox_1: 0.1921 loss_giou_1: 0.3532 loss_ce_2: 0.261 loss_bbox_2: 0.1743 loss_giou_2: 0.3241 loss_ce_3: 0.2301 loss_bbox_3: 0.1709 loss_giou_3: 0.32 loss_ce_4: 0.214 loss_bbox_4: 0.1632 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:46] d2.utils.events INFO: eta: 7:10:06 iter: 358339 total_loss: 4.869 loss_ce: 0.2173 loss_bbox: 0.1425 loss_giou: 0.3016 loss_ce_0: 0.4375 loss_bbox_0: 0.2489 loss_giou_0: 0.4706 loss_ce_1: 0.3396 loss_bbox_1: 0.1627 loss_giou_1: 0.3567 loss_ce_2: 0.2738 loss_bbox_2: 0.1569 loss_giou_2: 0.3262 loss_ce_3: 0.2391 loss_bbox_3: 0.1477 loss_giou_3: 0.3107 loss_ce_4: 0.2264 loss_bbox_4: 0.145 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:52] d2.utils.events INFO: eta: 7:10:03 iter: 358359 total_loss: 4.729 loss_ce: 0.1949 loss_bbox: 0.1576 loss_giou: 0.2918 loss_ce_0: 0.4105 loss_bbox_0: 0.2658 loss_giou_0: 0.4363 loss_ce_1: 0.3047 loss_bbox_1: 0.1873 loss_giou_1: 0.3307 loss_ce_2: 0.2383 loss_bbox_2: 0.1707 loss_giou_2: 0.3071 loss_ce_3: 0.2093 loss_bbox_3: 0.1673 loss_giou_3: 0.2954 loss_ce_4: 0.2028 loss_bbox_4: 0.161 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 18:27:57] d2.utils.events INFO: eta: 7:09:57 iter: 358379 total_loss: 5.088 loss_ce: 0.232 loss_bbox: 0.1664 loss_giou: 0.3152 loss_ce_0: 0.4437 loss_bbox_0: 0.264 loss_giou_0: 0.4716 loss_ce_1: 0.3467 loss_bbox_1: 0.1962 loss_giou_1: 0.3692 loss_ce_2: 0.2881 loss_bbox_2: 0.1796 loss_giou_2: 0.3486 loss_ce_3: 0.2488 loss_bbox_3: 0.1731 loss_giou_3: 0.3357 loss_ce_4: 0.2402 loss_bbox_4: 0.1671 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:03] d2.utils.events INFO: eta: 7:09:54 iter: 358399 total_loss: 5.006 loss_ce: 0.2275 loss_bbox: 0.1729 loss_giou: 0.3237 loss_ce_0: 0.4346 loss_bbox_0: 0.2721 loss_giou_0: 0.5028 loss_ce_1: 0.3358 loss_bbox_1: 0.2001 loss_giou_1: 0.3635 loss_ce_2: 0.275 loss_bbox_2: 0.1806 loss_giou_2: 0.3395 loss_ce_3: 0.2432 loss_bbox_3: 0.1771 loss_giou_3: 0.3301 loss_ce_4: 0.237 loss_bbox_4: 0.1742 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:09] d2.utils.events INFO: eta: 7:09:50 iter: 358419 total_loss: 5.108 loss_ce: 0.231 loss_bbox: 0.1693 loss_giou: 0.3026 loss_ce_0: 0.4512 loss_bbox_0: 0.2717 loss_giou_0: 0.4893 loss_ce_1: 0.3353 loss_bbox_1: 0.1981 loss_giou_1: 0.3529 loss_ce_2: 0.2713 loss_bbox_2: 0.1892 loss_giou_2: 0.3321 loss_ce_3: 0.245 loss_bbox_3: 0.1814 loss_giou_3: 0.3174 loss_ce_4: 0.2414 loss_bbox_4: 0.1714 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:15] d2.utils.events INFO: eta: 7:09:59 iter: 358439 total_loss: 5.045 loss_ce: 0.222 loss_bbox: 0.1728 loss_giou: 0.3106 loss_ce_0: 0.4391 loss_bbox_0: 0.2828 loss_giou_0: 0.488 loss_ce_1: 0.3309 loss_bbox_1: 0.2063 loss_giou_1: 0.3533 loss_ce_2: 0.2662 loss_bbox_2: 0.1904 loss_giou_2: 0.332 loss_ce_3: 0.2371 loss_bbox_3: 0.1816 loss_giou_3: 0.3209 loss_ce_4: 0.2236 loss_bbox_4: 0.1776 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:20] d2.utils.events INFO: eta: 7:09:44 iter: 358459 total_loss: 4.824 loss_ce: 0.216 loss_bbox: 0.1633 loss_giou: 0.3145 loss_ce_0: 0.4313 loss_bbox_0: 0.2707 loss_giou_0: 0.491 loss_ce_1: 0.3189 loss_bbox_1: 0.1933 loss_giou_1: 0.3604 loss_ce_2: 0.2644 loss_bbox_2: 0.1789 loss_giou_2: 0.3306 loss_ce_3: 0.2253 loss_bbox_3: 0.1707 loss_giou_3: 0.3213 loss_ce_4: 0.2229 loss_bbox_4: 0.1683 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:26] d2.utils.events INFO: eta: 7:09:52 iter: 358479 total_loss: 5.102 loss_ce: 0.2316 loss_bbox: 0.1607 loss_giou: 0.3167 loss_ce_0: 0.4602 loss_bbox_0: 0.2715 loss_giou_0: 0.4997 loss_ce_1: 0.3447 loss_bbox_1: 0.1863 loss_giou_1: 0.3715 loss_ce_2: 0.2804 loss_bbox_2: 0.1684 loss_giou_2: 0.3307 loss_ce_3: 0.2487 loss_bbox_3: 0.1654 loss_giou_3: 0.325 loss_ce_4: 0.2375 loss_bbox_4: 0.1621 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:32] d2.utils.events INFO: eta: 7:09:42 iter: 358499 total_loss: 4.852 loss_ce: 0.2168 loss_bbox: 0.1596 loss_giou: 0.2855 loss_ce_0: 0.449 loss_bbox_0: 0.2689 loss_giou_0: 0.4408 loss_ce_1: 0.3404 loss_bbox_1: 0.1864 loss_giou_1: 0.3304 loss_ce_2: 0.2793 loss_bbox_2: 0.1701 loss_giou_2: 0.3026 loss_ce_3: 0.2469 loss_bbox_3: 0.1656 loss_giou_3: 0.2926 loss_ce_4: 0.2257 loss_bbox_4: 0.1619 loss_giou_4: 0.286 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:37] d2.utils.events INFO: eta: 7:09:31 iter: 358519 total_loss: 4.953 loss_ce: 0.221 loss_bbox: 0.1714 loss_giou: 0.3084 loss_ce_0: 0.437 loss_bbox_0: 0.2796 loss_giou_0: 0.4751 loss_ce_1: 0.3312 loss_bbox_1: 0.1908 loss_giou_1: 0.3603 loss_ce_2: 0.2727 loss_bbox_2: 0.1814 loss_giou_2: 0.3317 loss_ce_3: 0.2398 loss_bbox_3: 0.174 loss_giou_3: 0.3229 loss_ce_4: 0.2186 loss_bbox_4: 0.1687 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0330 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:43] d2.utils.events INFO: eta: 7:09:29 iter: 358539 total_loss: 5.267 loss_ce: 0.2455 loss_bbox: 0.167 loss_giou: 0.3225 loss_ce_0: 0.4555 loss_bbox_0: 0.2788 loss_giou_0: 0.4867 loss_ce_1: 0.3456 loss_bbox_1: 0.1964 loss_giou_1: 0.3731 loss_ce_2: 0.2831 loss_bbox_2: 0.1753 loss_giou_2: 0.347 loss_ce_3: 0.2478 loss_bbox_3: 0.1694 loss_giou_3: 0.3414 loss_ce_4: 0.2499 loss_bbox_4: 0.1665 loss_giou_4: 0.3294 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:49] d2.utils.events INFO: eta: 7:09:29 iter: 358559 total_loss: 4.918 loss_ce: 0.2261 loss_bbox: 0.157 loss_giou: 0.3159 loss_ce_0: 0.4393 loss_bbox_0: 0.2708 loss_giou_0: 0.5118 loss_ce_1: 0.3251 loss_bbox_1: 0.1929 loss_giou_1: 0.364 loss_ce_2: 0.2595 loss_bbox_2: 0.1699 loss_giou_2: 0.3355 loss_ce_3: 0.237 loss_bbox_3: 0.1681 loss_giou_3: 0.3279 loss_ce_4: 0.2246 loss_bbox_4: 0.1617 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:28:54] d2.utils.events INFO: eta: 7:09:21 iter: 358579 total_loss: 5.003 loss_ce: 0.2243 loss_bbox: 0.1649 loss_giou: 0.309 loss_ce_0: 0.451 loss_bbox_0: 0.2758 loss_giou_0: 0.4921 loss_ce_1: 0.3375 loss_bbox_1: 0.1904 loss_giou_1: 0.3629 loss_ce_2: 0.2644 loss_bbox_2: 0.1833 loss_giou_2: 0.3357 loss_ce_3: 0.2439 loss_bbox_3: 0.1671 loss_giou_3: 0.3287 loss_ce_4: 0.2356 loss_bbox_4: 0.1665 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:00] d2.utils.events INFO: eta: 7:09:13 iter: 358599 total_loss: 4.876 loss_ce: 0.239 loss_bbox: 0.1519 loss_giou: 0.3098 loss_ce_0: 0.4596 loss_bbox_0: 0.2656 loss_giou_0: 0.4784 loss_ce_1: 0.3497 loss_bbox_1: 0.1842 loss_giou_1: 0.3519 loss_ce_2: 0.2856 loss_bbox_2: 0.1706 loss_giou_2: 0.327 loss_ce_3: 0.2502 loss_bbox_3: 0.1662 loss_giou_3: 0.3238 loss_ce_4: 0.2353 loss_bbox_4: 0.1596 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:06] d2.utils.events INFO: eta: 7:09:08 iter: 358619 total_loss: 5.148 loss_ce: 0.2306 loss_bbox: 0.1663 loss_giou: 0.3358 loss_ce_0: 0.4482 loss_bbox_0: 0.2702 loss_giou_0: 0.5149 loss_ce_1: 0.3311 loss_bbox_1: 0.1898 loss_giou_1: 0.3839 loss_ce_2: 0.288 loss_bbox_2: 0.173 loss_giou_2: 0.3599 loss_ce_3: 0.2462 loss_bbox_3: 0.1674 loss_giou_3: 0.3511 loss_ce_4: 0.2315 loss_bbox_4: 0.167 loss_giou_4: 0.3427 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:11] d2.utils.events INFO: eta: 7:08:53 iter: 358639 total_loss: 4.911 loss_ce: 0.2208 loss_bbox: 0.1523 loss_giou: 0.3084 loss_ce_0: 0.4468 loss_bbox_0: 0.2561 loss_giou_0: 0.4801 loss_ce_1: 0.3285 loss_bbox_1: 0.1833 loss_giou_1: 0.3583 loss_ce_2: 0.258 loss_bbox_2: 0.1623 loss_giou_2: 0.3304 loss_ce_3: 0.2336 loss_bbox_3: 0.1573 loss_giou_3: 0.3208 loss_ce_4: 0.2275 loss_bbox_4: 0.1546 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:17] d2.utils.events INFO: eta: 7:08:44 iter: 358659 total_loss: 4.919 loss_ce: 0.2171 loss_bbox: 0.1644 loss_giou: 0.3207 loss_ce_0: 0.4222 loss_bbox_0: 0.274 loss_giou_0: 0.4991 loss_ce_1: 0.3264 loss_bbox_1: 0.1946 loss_giou_1: 0.3737 loss_ce_2: 0.2651 loss_bbox_2: 0.1727 loss_giou_2: 0.3351 loss_ce_3: 0.2323 loss_bbox_3: 0.1703 loss_giou_3: 0.3285 loss_ce_4: 0.2182 loss_bbox_4: 0.1657 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:23] d2.utils.events INFO: eta: 7:08:46 iter: 358679 total_loss: 5.009 loss_ce: 0.2079 loss_bbox: 0.1701 loss_giou: 0.3104 loss_ce_0: 0.4369 loss_bbox_0: 0.275 loss_giou_0: 0.4811 loss_ce_1: 0.3311 loss_bbox_1: 0.1942 loss_giou_1: 0.3634 loss_ce_2: 0.2696 loss_bbox_2: 0.1768 loss_giou_2: 0.3355 loss_ce_3: 0.2342 loss_bbox_3: 0.1716 loss_giou_3: 0.3232 loss_ce_4: 0.2108 loss_bbox_4: 0.1722 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:29] d2.utils.events INFO: eta: 7:08:35 iter: 358699 total_loss: 4.972 loss_ce: 0.2186 loss_bbox: 0.1534 loss_giou: 0.3282 loss_ce_0: 0.4333 loss_bbox_0: 0.2742 loss_giou_0: 0.4954 loss_ce_1: 0.3186 loss_bbox_1: 0.1795 loss_giou_1: 0.3734 loss_ce_2: 0.2659 loss_bbox_2: 0.1632 loss_giou_2: 0.3514 loss_ce_3: 0.2341 loss_bbox_3: 0.1578 loss_giou_3: 0.3419 loss_ce_4: 0.2198 loss_bbox_4: 0.1523 loss_giou_4: 0.3345 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:34] d2.utils.events INFO: eta: 7:08:39 iter: 358719 total_loss: 5.41 loss_ce: 0.256 loss_bbox: 0.1511 loss_giou: 0.3294 loss_ce_0: 0.4637 loss_bbox_0: 0.2757 loss_giou_0: 0.5321 loss_ce_1: 0.3637 loss_bbox_1: 0.1865 loss_giou_1: 0.3848 loss_ce_2: 0.3081 loss_bbox_2: 0.1685 loss_giou_2: 0.3514 loss_ce_3: 0.2684 loss_bbox_3: 0.1543 loss_giou_3: 0.3414 loss_ce_4: 0.2531 loss_bbox_4: 0.1537 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:40] d2.utils.events INFO: eta: 7:08:36 iter: 358739 total_loss: 4.831 loss_ce: 0.2006 loss_bbox: 0.1621 loss_giou: 0.3007 loss_ce_0: 0.4449 loss_bbox_0: 0.2741 loss_giou_0: 0.4507 loss_ce_1: 0.3305 loss_bbox_1: 0.188 loss_giou_1: 0.3425 loss_ce_2: 0.2593 loss_bbox_2: 0.1675 loss_giou_2: 0.3137 loss_ce_3: 0.221 loss_bbox_3: 0.1641 loss_giou_3: 0.3078 loss_ce_4: 0.2073 loss_bbox_4: 0.1624 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:46] d2.utils.events INFO: eta: 7:08:16 iter: 358759 total_loss: 4.99 loss_ce: 0.2079 loss_bbox: 0.1562 loss_giou: 0.3208 loss_ce_0: 0.4403 loss_bbox_0: 0.2626 loss_giou_0: 0.501 loss_ce_1: 0.3269 loss_bbox_1: 0.1825 loss_giou_1: 0.3708 loss_ce_2: 0.2666 loss_bbox_2: 0.1671 loss_giou_2: 0.3429 loss_ce_3: 0.2365 loss_bbox_3: 0.1606 loss_giou_3: 0.3321 loss_ce_4: 0.2131 loss_bbox_4: 0.1581 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:51] d2.utils.events INFO: eta: 7:08:07 iter: 358779 total_loss: 4.903 loss_ce: 0.2016 loss_bbox: 0.1632 loss_giou: 0.3062 loss_ce_0: 0.4234 loss_bbox_0: 0.2688 loss_giou_0: 0.4807 loss_ce_1: 0.3129 loss_bbox_1: 0.1927 loss_giou_1: 0.3606 loss_ce_2: 0.2515 loss_bbox_2: 0.1779 loss_giou_2: 0.3249 loss_ce_3: 0.2184 loss_bbox_3: 0.1664 loss_giou_3: 0.3146 loss_ce_4: 0.209 loss_bbox_4: 0.1657 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:29:57] d2.utils.events INFO: eta: 7:08:05 iter: 358799 total_loss: 5.122 loss_ce: 0.2229 loss_bbox: 0.178 loss_giou: 0.2981 loss_ce_0: 0.4452 loss_bbox_0: 0.2944 loss_giou_0: 0.4581 loss_ce_1: 0.3347 loss_bbox_1: 0.2072 loss_giou_1: 0.3417 loss_ce_2: 0.2737 loss_bbox_2: 0.1911 loss_giou_2: 0.3158 loss_ce_3: 0.2412 loss_bbox_3: 0.1864 loss_giou_3: 0.3036 loss_ce_4: 0.2312 loss_bbox_4: 0.1826 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:03] d2.utils.events INFO: eta: 7:08:11 iter: 358819 total_loss: 5.013 loss_ce: 0.2167 loss_bbox: 0.1643 loss_giou: 0.3146 loss_ce_0: 0.4444 loss_bbox_0: 0.2761 loss_giou_0: 0.4789 loss_ce_1: 0.3279 loss_bbox_1: 0.1922 loss_giou_1: 0.355 loss_ce_2: 0.2754 loss_bbox_2: 0.1819 loss_giou_2: 0.3281 loss_ce_3: 0.2335 loss_bbox_3: 0.1679 loss_giou_3: 0.3206 loss_ce_4: 0.223 loss_bbox_4: 0.1666 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:09] d2.utils.events INFO: eta: 7:08:01 iter: 358839 total_loss: 5.093 loss_ce: 0.2437 loss_bbox: 0.1592 loss_giou: 0.302 loss_ce_0: 0.456 loss_bbox_0: 0.2887 loss_giou_0: 0.4797 loss_ce_1: 0.3478 loss_bbox_1: 0.1938 loss_giou_1: 0.3445 loss_ce_2: 0.2958 loss_bbox_2: 0.1733 loss_giou_2: 0.32 loss_ce_3: 0.2619 loss_bbox_3: 0.1619 loss_giou_3: 0.3131 loss_ce_4: 0.2492 loss_bbox_4: 0.1616 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:14] d2.utils.events INFO: eta: 7:08:07 iter: 358859 total_loss: 4.897 loss_ce: 0.203 loss_bbox: 0.1566 loss_giou: 0.3001 loss_ce_0: 0.444 loss_bbox_0: 0.2765 loss_giou_0: 0.4772 loss_ce_1: 0.3202 loss_bbox_1: 0.1874 loss_giou_1: 0.3427 loss_ce_2: 0.2582 loss_bbox_2: 0.1686 loss_giou_2: 0.3162 loss_ce_3: 0.2283 loss_bbox_3: 0.1662 loss_giou_3: 0.311 loss_ce_4: 0.2117 loss_bbox_4: 0.1611 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:20] d2.utils.events INFO: eta: 7:07:57 iter: 358879 total_loss: 4.908 loss_ce: 0.2281 loss_bbox: 0.1476 loss_giou: 0.3125 loss_ce_0: 0.4454 loss_bbox_0: 0.2623 loss_giou_0: 0.4826 loss_ce_1: 0.342 loss_bbox_1: 0.1854 loss_giou_1: 0.3636 loss_ce_2: 0.2756 loss_bbox_2: 0.1665 loss_giou_2: 0.3384 loss_ce_3: 0.2396 loss_bbox_3: 0.1582 loss_giou_3: 0.3248 loss_ce_4: 0.2302 loss_bbox_4: 0.1523 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:26] d2.utils.events INFO: eta: 7:07:50 iter: 358899 total_loss: 4.949 loss_ce: 0.2088 loss_bbox: 0.1608 loss_giou: 0.3133 loss_ce_0: 0.4339 loss_bbox_0: 0.2779 loss_giou_0: 0.481 loss_ce_1: 0.32 loss_bbox_1: 0.1944 loss_giou_1: 0.3652 loss_ce_2: 0.2545 loss_bbox_2: 0.18 loss_giou_2: 0.3302 loss_ce_3: 0.2269 loss_bbox_3: 0.1689 loss_giou_3: 0.3209 loss_ce_4: 0.215 loss_bbox_4: 0.1627 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:31] d2.utils.events INFO: eta: 7:07:43 iter: 358919 total_loss: 4.975 loss_ce: 0.214 loss_bbox: 0.1673 loss_giou: 0.3179 loss_ce_0: 0.4142 loss_bbox_0: 0.2757 loss_giou_0: 0.4751 loss_ce_1: 0.3122 loss_bbox_1: 0.1963 loss_giou_1: 0.3584 loss_ce_2: 0.2639 loss_bbox_2: 0.1854 loss_giou_2: 0.3274 loss_ce_3: 0.2328 loss_bbox_3: 0.1762 loss_giou_3: 0.3274 loss_ce_4: 0.2214 loss_bbox_4: 0.1685 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:37] d2.utils.events INFO: eta: 7:07:33 iter: 358939 total_loss: 4.925 loss_ce: 0.2264 loss_bbox: 0.1614 loss_giou: 0.3128 loss_ce_0: 0.4362 loss_bbox_0: 0.2723 loss_giou_0: 0.4898 loss_ce_1: 0.3293 loss_bbox_1: 0.1914 loss_giou_1: 0.3587 loss_ce_2: 0.272 loss_bbox_2: 0.172 loss_giou_2: 0.3281 loss_ce_3: 0.2415 loss_bbox_3: 0.1696 loss_giou_3: 0.3212 loss_ce_4: 0.2275 loss_bbox_4: 0.1631 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0206 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:43] d2.utils.events INFO: eta: 7:07:35 iter: 358959 total_loss: 4.714 loss_ce: 0.2066 loss_bbox: 0.1546 loss_giou: 0.2978 loss_ce_0: 0.4399 loss_bbox_0: 0.2605 loss_giou_0: 0.4651 loss_ce_1: 0.3178 loss_bbox_1: 0.184 loss_giou_1: 0.3405 loss_ce_2: 0.2535 loss_bbox_2: 0.1693 loss_giou_2: 0.3173 loss_ce_3: 0.2151 loss_bbox_3: 0.1593 loss_giou_3: 0.3037 loss_ce_4: 0.2069 loss_bbox_4: 0.1568 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:49] d2.utils.events INFO: eta: 7:07:22 iter: 358979 total_loss: 5.243 loss_ce: 0.2216 loss_bbox: 0.1643 loss_giou: 0.3327 loss_ce_0: 0.4454 loss_bbox_0: 0.2749 loss_giou_0: 0.4892 loss_ce_1: 0.3453 loss_bbox_1: 0.2024 loss_giou_1: 0.3874 loss_ce_2: 0.2734 loss_bbox_2: 0.1827 loss_giou_2: 0.3538 loss_ce_3: 0.238 loss_bbox_3: 0.1731 loss_giou_3: 0.3417 loss_ce_4: 0.2202 loss_bbox_4: 0.1693 loss_giou_4: 0.3388 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 18:30:54] d2.utils.events INFO: eta: 7:07:12 iter: 358999 total_loss: 4.849 loss_ce: 0.2121 loss_bbox: 0.1438 loss_giou: 0.3054 loss_ce_0: 0.4344 loss_bbox_0: 0.2483 loss_giou_0: 0.4684 loss_ce_1: 0.3262 loss_bbox_1: 0.174 loss_giou_1: 0.3477 loss_ce_2: 0.2545 loss_bbox_2: 0.1562 loss_giou_2: 0.3224 loss_ce_3: 0.2269 loss_bbox_3: 0.1512 loss_giou_3: 0.3154 loss_ce_4: 0.2162 loss_bbox_4: 0.1477 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:00] d2.utils.events INFO: eta: 7:07:06 iter: 359019 total_loss: 4.906 loss_ce: 0.2195 loss_bbox: 0.1564 loss_giou: 0.3002 loss_ce_0: 0.447 loss_bbox_0: 0.2711 loss_giou_0: 0.4643 loss_ce_1: 0.3255 loss_bbox_1: 0.1834 loss_giou_1: 0.343 loss_ce_2: 0.265 loss_bbox_2: 0.1638 loss_giou_2: 0.3219 loss_ce_3: 0.2289 loss_bbox_3: 0.1612 loss_giou_3: 0.3137 loss_ce_4: 0.2142 loss_bbox_4: 0.1588 loss_giou_4: 0.3038 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:06] d2.utils.events INFO: eta: 7:06:58 iter: 359039 total_loss: 4.962 loss_ce: 0.2264 loss_bbox: 0.1561 loss_giou: 0.3243 loss_ce_0: 0.4412 loss_bbox_0: 0.266 loss_giou_0: 0.5145 loss_ce_1: 0.3287 loss_bbox_1: 0.1829 loss_giou_1: 0.3616 loss_ce_2: 0.2836 loss_bbox_2: 0.1739 loss_giou_2: 0.3383 loss_ce_3: 0.247 loss_bbox_3: 0.1662 loss_giou_3: 0.3277 loss_ce_4: 0.2359 loss_bbox_4: 0.159 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:11] d2.utils.events INFO: eta: 7:06:59 iter: 359059 total_loss: 5.109 loss_ce: 0.2183 loss_bbox: 0.165 loss_giou: 0.3065 loss_ce_0: 0.4277 loss_bbox_0: 0.2728 loss_giou_0: 0.4618 loss_ce_1: 0.3241 loss_bbox_1: 0.1931 loss_giou_1: 0.3537 loss_ce_2: 0.2713 loss_bbox_2: 0.179 loss_giou_2: 0.325 loss_ce_3: 0.2426 loss_bbox_3: 0.1745 loss_giou_3: 0.3097 loss_ce_4: 0.2243 loss_bbox_4: 0.1678 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0171 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:17] d2.utils.events INFO: eta: 7:06:54 iter: 359079 total_loss: 4.966 loss_ce: 0.227 loss_bbox: 0.1564 loss_giou: 0.2997 loss_ce_0: 0.4534 loss_bbox_0: 0.2709 loss_giou_0: 0.4921 loss_ce_1: 0.3422 loss_bbox_1: 0.1822 loss_giou_1: 0.3447 loss_ce_2: 0.275 loss_bbox_2: 0.1668 loss_giou_2: 0.3284 loss_ce_3: 0.2397 loss_bbox_3: 0.1609 loss_giou_3: 0.3174 loss_ce_4: 0.2236 loss_bbox_4: 0.1565 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:23] d2.utils.events INFO: eta: 7:06:53 iter: 359099 total_loss: 4.982 loss_ce: 0.2115 loss_bbox: 0.158 loss_giou: 0.3111 loss_ce_0: 0.4398 loss_bbox_0: 0.2645 loss_giou_0: 0.4859 loss_ce_1: 0.3227 loss_bbox_1: 0.1895 loss_giou_1: 0.3667 loss_ce_2: 0.2558 loss_bbox_2: 0.172 loss_giou_2: 0.3429 loss_ce_3: 0.231 loss_bbox_3: 0.167 loss_giou_3: 0.3315 loss_ce_4: 0.2105 loss_bbox_4: 0.1615 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:28] d2.utils.events INFO: eta: 7:06:53 iter: 359119 total_loss: 4.739 loss_ce: 0.2056 loss_bbox: 0.1536 loss_giou: 0.2795 loss_ce_0: 0.4389 loss_bbox_0: 0.2614 loss_giou_0: 0.4384 loss_ce_1: 0.321 loss_bbox_1: 0.1763 loss_giou_1: 0.3362 loss_ce_2: 0.2506 loss_bbox_2: 0.1622 loss_giou_2: 0.3092 loss_ce_3: 0.2232 loss_bbox_3: 0.1573 loss_giou_3: 0.3011 loss_ce_4: 0.2092 loss_bbox_4: 0.155 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:34] d2.utils.events INFO: eta: 7:06:42 iter: 359139 total_loss: 5.017 loss_ce: 0.2259 loss_bbox: 0.1557 loss_giou: 0.3097 loss_ce_0: 0.4421 loss_bbox_0: 0.2689 loss_giou_0: 0.4823 loss_ce_1: 0.3315 loss_bbox_1: 0.1834 loss_giou_1: 0.3636 loss_ce_2: 0.2806 loss_bbox_2: 0.1706 loss_giou_2: 0.3224 loss_ce_3: 0.2462 loss_bbox_3: 0.1644 loss_giou_3: 0.3158 loss_ce_4: 0.2321 loss_bbox_4: 0.1624 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:40] d2.utils.events INFO: eta: 7:06:45 iter: 359159 total_loss: 4.732 loss_ce: 0.1918 loss_bbox: 0.1558 loss_giou: 0.2904 loss_ce_0: 0.4333 loss_bbox_0: 0.2798 loss_giou_0: 0.4732 loss_ce_1: 0.3153 loss_bbox_1: 0.1924 loss_giou_1: 0.3356 loss_ce_2: 0.2424 loss_bbox_2: 0.17 loss_giou_2: 0.3079 loss_ce_3: 0.2105 loss_bbox_3: 0.1625 loss_giou_3: 0.3001 loss_ce_4: 0.1901 loss_bbox_4: 0.1603 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 18:31:44] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.18 seconds. [11/03 18:31:44] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 18:31:45] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 18:31:45] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 18:31:45] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 18:31:45] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 18:31:47] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 18:31:55] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0012 s/iter. Inference: 0.0495 s/iter. Eval: 0.0047 s/iter. Total: 0.0554 s/iter. ETA=0:00:34 [11/03 18:32:00] d2.evaluation.evaluator INFO: Inference done 109/625. Dataloading: 0.0032 s/iter. Inference: 0.0476 s/iter. Eval: 0.0007 s/iter. Total: 0.0516 s/iter. ETA=0:00:26 [11/03 18:32:05] d2.evaluation.evaluator INFO: Inference done 182/625. Dataloading: 0.0030 s/iter. Inference: 0.0482 s/iter. Eval: 0.0076 s/iter. Total: 0.0589 s/iter. ETA=0:00:26 [11/03 18:32:10] d2.evaluation.evaluator INFO: Inference done 278/625. Dataloading: 0.0027 s/iter. Inference: 0.0486 s/iter. Eval: 0.0051 s/iter. Total: 0.0565 s/iter. ETA=0:00:19 [11/03 18:32:15] d2.evaluation.evaluator INFO: Inference done 376/625. Dataloading: 0.0028 s/iter. Inference: 0.0485 s/iter. Eval: 0.0038 s/iter. Total: 0.0552 s/iter. ETA=0:00:13 [11/03 18:32:20] d2.evaluation.evaluator INFO: Inference done 475/625. Dataloading: 0.0028 s/iter. Inference: 0.0482 s/iter. Eval: 0.0031 s/iter. Total: 0.0543 s/iter. ETA=0:00:08 [11/03 18:32:25] d2.evaluation.evaluator INFO: Inference done 563/625. Dataloading: 0.0027 s/iter. Inference: 0.0476 s/iter. Eval: 0.0043 s/iter. Total: 0.0547 s/iter. ETA=0:00:03 [11/03 18:32:28] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.866494 (0.053010 s / iter per device, on 8 devices) [11/03 18:32:28] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.046041 s / iter per device, on 8 devices) [11/03 18:32:37] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 18:32:37] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 18:32:39] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 18:32:45] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 18:32:59] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.42 seconds. [11/03 18:33:00] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 18:33:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.58 seconds. [11/03 18:33:01] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.327 | 63.771 | 47.548 | 26.550 | 47.174 | 59.943 | [11/03 18:33:01] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.356 | bicycle | 31.630 | car | 44.723 | | motorcycle | 45.048 | airplane | 70.144 | bus | 66.455 | | train | 67.278 | truck | 40.703 | boat | 27.720 | | traffic light | 28.646 | fire hydrant | 69.542 | stop sign | 68.005 | | parking meter | 44.118 | bench | 27.625 | bird | 39.345 | | cat | 73.269 | dog | 68.564 | horse | 60.779 | | sheep | 54.598 | cow | 61.340 | elephant | 67.118 | | bear | 76.574 | zebra | 68.199 | giraffe | 68.050 | | backpack | 17.327 | umbrella | 38.812 | handbag | 17.281 | | tie | 34.981 | suitcase | 42.537 | frisbee | 70.274 | | skis | 26.994 | snowboard | 45.176 | sports ball | 48.219 | | kite | 48.062 | baseball bat | 33.328 | baseball glove | 39.732 | | skateboard | 54.873 | surfboard | 40.174 | tennis racket | 50.538 | | bottle | 38.284 | wine glass | 35.704 | cup | 44.096 | | fork | 36.624 | knife | 19.848 | spoon | 19.716 | | bowl | 44.522 | banana | 24.775 | apple | 23.329 | | sandwich | 41.932 | orange | 33.155 | broccoli | 22.128 | | carrot | 22.374 | hot dog | 39.345 | pizza | 55.551 | | donut | 50.441 | cake | 39.318 | chair | 28.691 | | couch | 48.627 | potted plant | 27.476 | bed | 52.056 | | dining table | 30.504 | toilet | 62.640 | tv | 60.190 | | laptop | 63.032 | mouse | 60.109 | remote | 35.440 | | keyboard | 53.199 | cell phone | 38.708 | microwave | 63.815 | | oven | 34.315 | toaster | 38.275 | sink | 38.049 | | refrigerator | 59.844 | book | 14.977 | clock | 50.580 | | vase | 40.345 | scissors | 35.326 | teddy bear | 48.267 | | hair drier | 5.615 | toothbrush | 31.768 | | | [11/03 18:33:02] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 18:33:02] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 18:33:02] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 18:33:02] d2.evaluation.testing INFO: copypaste: 44.3266,63.7711,47.5478,26.5496,47.1737,59.9434 [11/03 18:33:05] d2.utils.events INFO: eta: 7:06:39 iter: 359179 total_loss: 4.92 loss_ce: 0.2161 loss_bbox: 0.1556 loss_giou: 0.3081 loss_ce_0: 0.4344 loss_bbox_0: 0.2633 loss_giou_0: 0.4674 loss_ce_1: 0.3312 loss_bbox_1: 0.1847 loss_giou_1: 0.3404 loss_ce_2: 0.2641 loss_bbox_2: 0.1692 loss_giou_2: 0.3189 loss_ce_3: 0.2357 loss_bbox_3: 0.1614 loss_giou_3: 0.3164 loss_ce_4: 0.2168 loss_bbox_4: 0.159 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:11] d2.utils.events INFO: eta: 7:06:37 iter: 359199 total_loss: 4.946 loss_ce: 0.2158 loss_bbox: 0.1638 loss_giou: 0.3117 loss_ce_0: 0.4408 loss_bbox_0: 0.281 loss_giou_0: 0.4851 loss_ce_1: 0.3148 loss_bbox_1: 0.1911 loss_giou_1: 0.3569 loss_ce_2: 0.2557 loss_bbox_2: 0.1768 loss_giou_2: 0.3396 loss_ce_3: 0.2272 loss_bbox_3: 0.1736 loss_giou_3: 0.3256 loss_ce_4: 0.2099 loss_bbox_4: 0.169 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:16] d2.utils.events INFO: eta: 7:06:34 iter: 359219 total_loss: 4.687 loss_ce: 0.1953 loss_bbox: 0.1544 loss_giou: 0.299 loss_ce_0: 0.4086 loss_bbox_0: 0.2705 loss_giou_0: 0.4637 loss_ce_1: 0.3031 loss_bbox_1: 0.1866 loss_giou_1: 0.3419 loss_ce_2: 0.2445 loss_bbox_2: 0.1657 loss_giou_2: 0.3126 loss_ce_3: 0.2035 loss_bbox_3: 0.162 loss_giou_3: 0.3095 loss_ce_4: 0.1933 loss_bbox_4: 0.1585 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:22] d2.utils.events INFO: eta: 7:06:24 iter: 359239 total_loss: 4.87 loss_ce: 0.2144 loss_bbox: 0.1498 loss_giou: 0.3168 loss_ce_0: 0.4351 loss_bbox_0: 0.2611 loss_giou_0: 0.4812 loss_ce_1: 0.3265 loss_bbox_1: 0.1711 loss_giou_1: 0.3426 loss_ce_2: 0.2669 loss_bbox_2: 0.1652 loss_giou_2: 0.3266 loss_ce_3: 0.2354 loss_bbox_3: 0.1558 loss_giou_3: 0.3246 loss_ce_4: 0.2089 loss_bbox_4: 0.1528 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:28] d2.utils.events INFO: eta: 7:06:16 iter: 359259 total_loss: 5.148 loss_ce: 0.2403 loss_bbox: 0.1643 loss_giou: 0.3019 loss_ce_0: 0.4625 loss_bbox_0: 0.2857 loss_giou_0: 0.4744 loss_ce_1: 0.3456 loss_bbox_1: 0.2048 loss_giou_1: 0.3512 loss_ce_2: 0.2845 loss_bbox_2: 0.1816 loss_giou_2: 0.3283 loss_ce_3: 0.2564 loss_bbox_3: 0.179 loss_giou_3: 0.3141 loss_ce_4: 0.2437 loss_bbox_4: 0.1659 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:33] d2.utils.events INFO: eta: 7:06:22 iter: 359279 total_loss: 4.883 loss_ce: 0.2054 loss_bbox: 0.1578 loss_giou: 0.2898 loss_ce_0: 0.4283 loss_bbox_0: 0.2669 loss_giou_0: 0.4273 loss_ce_1: 0.3039 loss_bbox_1: 0.1955 loss_giou_1: 0.3197 loss_ce_2: 0.2513 loss_bbox_2: 0.1839 loss_giou_2: 0.308 loss_ce_3: 0.2248 loss_bbox_3: 0.1759 loss_giou_3: 0.2975 loss_ce_4: 0.2145 loss_bbox_4: 0.1648 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:39] d2.utils.events INFO: eta: 7:06:15 iter: 359299 total_loss: 4.8 loss_ce: 0.2117 loss_bbox: 0.1499 loss_giou: 0.2905 loss_ce_0: 0.401 loss_bbox_0: 0.2605 loss_giou_0: 0.4574 loss_ce_1: 0.3151 loss_bbox_1: 0.1768 loss_giou_1: 0.3329 loss_ce_2: 0.2596 loss_bbox_2: 0.1628 loss_giou_2: 0.3062 loss_ce_3: 0.2284 loss_bbox_3: 0.1563 loss_giou_3: 0.292 loss_ce_4: 0.2225 loss_bbox_4: 0.1523 loss_giou_4: 0.2889 time: 0.2800 data_time: 0.0320 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:45] d2.utils.events INFO: eta: 7:06:06 iter: 359319 total_loss: 4.864 loss_ce: 0.2231 loss_bbox: 0.1518 loss_giou: 0.2932 loss_ce_0: 0.4522 loss_bbox_0: 0.2668 loss_giou_0: 0.4625 loss_ce_1: 0.3441 loss_bbox_1: 0.1798 loss_giou_1: 0.3385 loss_ce_2: 0.2663 loss_bbox_2: 0.1627 loss_giou_2: 0.3123 loss_ce_3: 0.2455 loss_bbox_3: 0.1569 loss_giou_3: 0.3063 loss_ce_4: 0.2308 loss_bbox_4: 0.1538 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:51] d2.utils.events INFO: eta: 7:05:54 iter: 359339 total_loss: 4.947 loss_ce: 0.2115 loss_bbox: 0.1549 loss_giou: 0.3057 loss_ce_0: 0.4418 loss_bbox_0: 0.2671 loss_giou_0: 0.4702 loss_ce_1: 0.3351 loss_bbox_1: 0.1839 loss_giou_1: 0.3581 loss_ce_2: 0.2733 loss_bbox_2: 0.1681 loss_giou_2: 0.3257 loss_ce_3: 0.2334 loss_bbox_3: 0.1591 loss_giou_3: 0.3171 loss_ce_4: 0.2119 loss_bbox_4: 0.1531 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 18:33:56] d2.utils.events INFO: eta: 7:05:40 iter: 359359 total_loss: 5.012 loss_ce: 0.2176 loss_bbox: 0.1555 loss_giou: 0.289 loss_ce_0: 0.4363 loss_bbox_0: 0.2719 loss_giou_0: 0.4623 loss_ce_1: 0.3235 loss_bbox_1: 0.1914 loss_giou_1: 0.342 loss_ce_2: 0.2744 loss_bbox_2: 0.1693 loss_giou_2: 0.3095 loss_ce_3: 0.2425 loss_bbox_3: 0.1616 loss_giou_3: 0.2957 loss_ce_4: 0.2277 loss_bbox_4: 0.1563 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:02] d2.utils.events INFO: eta: 7:05:40 iter: 359379 total_loss: 5.003 loss_ce: 0.2157 loss_bbox: 0.1721 loss_giou: 0.3186 loss_ce_0: 0.4341 loss_bbox_0: 0.2637 loss_giou_0: 0.4753 loss_ce_1: 0.3332 loss_bbox_1: 0.1971 loss_giou_1: 0.3641 loss_ce_2: 0.2697 loss_bbox_2: 0.1773 loss_giou_2: 0.3363 loss_ce_3: 0.2332 loss_bbox_3: 0.1766 loss_giou_3: 0.3364 loss_ce_4: 0.2184 loss_bbox_4: 0.1743 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:08] d2.utils.events INFO: eta: 7:05:32 iter: 359399 total_loss: 4.947 loss_ce: 0.2186 loss_bbox: 0.1678 loss_giou: 0.3215 loss_ce_0: 0.4313 loss_bbox_0: 0.2743 loss_giou_0: 0.4979 loss_ce_1: 0.329 loss_bbox_1: 0.1947 loss_giou_1: 0.3559 loss_ce_2: 0.2578 loss_bbox_2: 0.1804 loss_giou_2: 0.3301 loss_ce_3: 0.2329 loss_bbox_3: 0.1782 loss_giou_3: 0.3239 loss_ce_4: 0.2213 loss_bbox_4: 0.1684 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:13] d2.utils.events INFO: eta: 7:05:28 iter: 359419 total_loss: 4.801 loss_ce: 0.222 loss_bbox: 0.1601 loss_giou: 0.2989 loss_ce_0: 0.4338 loss_bbox_0: 0.2675 loss_giou_0: 0.4681 loss_ce_1: 0.3346 loss_bbox_1: 0.1888 loss_giou_1: 0.3437 loss_ce_2: 0.2726 loss_bbox_2: 0.18 loss_giou_2: 0.3216 loss_ce_3: 0.2356 loss_bbox_3: 0.1675 loss_giou_3: 0.3058 loss_ce_4: 0.2227 loss_bbox_4: 0.1573 loss_giou_4: 0.302 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:19] d2.utils.events INFO: eta: 7:05:13 iter: 359439 total_loss: 4.872 loss_ce: 0.2115 loss_bbox: 0.1558 loss_giou: 0.3084 loss_ce_0: 0.4387 loss_bbox_0: 0.2618 loss_giou_0: 0.4898 loss_ce_1: 0.3379 loss_bbox_1: 0.1795 loss_giou_1: 0.3492 loss_ce_2: 0.2686 loss_bbox_2: 0.1652 loss_giou_2: 0.327 loss_ce_3: 0.227 loss_bbox_3: 0.1583 loss_giou_3: 0.3163 loss_ce_4: 0.2093 loss_bbox_4: 0.1602 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:25] d2.utils.events INFO: eta: 7:05:03 iter: 359459 total_loss: 5.009 loss_ce: 0.2248 loss_bbox: 0.1696 loss_giou: 0.3155 loss_ce_0: 0.4407 loss_bbox_0: 0.2864 loss_giou_0: 0.4689 loss_ce_1: 0.3459 loss_bbox_1: 0.2008 loss_giou_1: 0.3517 loss_ce_2: 0.2768 loss_bbox_2: 0.1782 loss_giou_2: 0.3297 loss_ce_3: 0.2422 loss_bbox_3: 0.1731 loss_giou_3: 0.3219 loss_ce_4: 0.2255 loss_bbox_4: 0.17 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:30] d2.utils.events INFO: eta: 7:04:52 iter: 359479 total_loss: 5.158 loss_ce: 0.2239 loss_bbox: 0.1685 loss_giou: 0.328 loss_ce_0: 0.4415 loss_bbox_0: 0.2835 loss_giou_0: 0.4974 loss_ce_1: 0.3362 loss_bbox_1: 0.1945 loss_giou_1: 0.3695 loss_ce_2: 0.2576 loss_bbox_2: 0.1801 loss_giou_2: 0.3405 loss_ce_3: 0.2379 loss_bbox_3: 0.1706 loss_giou_3: 0.331 loss_ce_4: 0.2284 loss_bbox_4: 0.1748 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:36] d2.utils.events INFO: eta: 7:04:44 iter: 359499 total_loss: 4.583 loss_ce: 0.2202 loss_bbox: 0.1537 loss_giou: 0.2808 loss_ce_0: 0.4344 loss_bbox_0: 0.2596 loss_giou_0: 0.443 loss_ce_1: 0.3111 loss_bbox_1: 0.1815 loss_giou_1: 0.3306 loss_ce_2: 0.2559 loss_bbox_2: 0.1627 loss_giou_2: 0.3002 loss_ce_3: 0.2299 loss_bbox_3: 0.1563 loss_giou_3: 0.2978 loss_ce_4: 0.2219 loss_bbox_4: 0.1536 loss_giou_4: 0.2836 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:42] d2.utils.events INFO: eta: 7:04:37 iter: 359519 total_loss: 4.615 loss_ce: 0.2086 loss_bbox: 0.1445 loss_giou: 0.2814 loss_ce_0: 0.4336 loss_bbox_0: 0.2451 loss_giou_0: 0.4205 loss_ce_1: 0.3055 loss_bbox_1: 0.175 loss_giou_1: 0.3184 loss_ce_2: 0.2468 loss_bbox_2: 0.16 loss_giou_2: 0.2981 loss_ce_3: 0.2139 loss_bbox_3: 0.1479 loss_giou_3: 0.2832 loss_ce_4: 0.2058 loss_bbox_4: 0.1468 loss_giou_4: 0.2798 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:47] d2.utils.events INFO: eta: 7:04:28 iter: 359539 total_loss: 4.597 loss_ce: 0.1882 loss_bbox: 0.1459 loss_giou: 0.2678 loss_ce_0: 0.4215 loss_bbox_0: 0.2598 loss_giou_0: 0.4224 loss_ce_1: 0.3084 loss_bbox_1: 0.1823 loss_giou_1: 0.3142 loss_ce_2: 0.2621 loss_bbox_2: 0.1649 loss_giou_2: 0.2853 loss_ce_3: 0.2155 loss_bbox_3: 0.156 loss_giou_3: 0.28 loss_ce_4: 0.1918 loss_bbox_4: 0.1542 loss_giou_4: 0.2732 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:53] d2.utils.events INFO: eta: 7:04:18 iter: 359559 total_loss: 4.708 loss_ce: 0.2101 loss_bbox: 0.1581 loss_giou: 0.3006 loss_ce_0: 0.4172 loss_bbox_0: 0.2638 loss_giou_0: 0.4602 loss_ce_1: 0.3027 loss_bbox_1: 0.1825 loss_giou_1: 0.3417 loss_ce_2: 0.247 loss_bbox_2: 0.1678 loss_giou_2: 0.3166 loss_ce_3: 0.2235 loss_bbox_3: 0.1617 loss_giou_3: 0.3082 loss_ce_4: 0.2163 loss_bbox_4: 0.1607 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:34:59] d2.utils.events INFO: eta: 7:04:19 iter: 359579 total_loss: 5.078 loss_ce: 0.2289 loss_bbox: 0.1682 loss_giou: 0.32 loss_ce_0: 0.4544 loss_bbox_0: 0.2849 loss_giou_0: 0.4973 loss_ce_1: 0.3417 loss_bbox_1: 0.1983 loss_giou_1: 0.3729 loss_ce_2: 0.2684 loss_bbox_2: 0.1796 loss_giou_2: 0.3354 loss_ce_3: 0.2443 loss_bbox_3: 0.1765 loss_giou_3: 0.3298 loss_ce_4: 0.2398 loss_bbox_4: 0.1711 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:05] d2.utils.events INFO: eta: 7:04:18 iter: 359599 total_loss: 4.976 loss_ce: 0.2378 loss_bbox: 0.1518 loss_giou: 0.3034 loss_ce_0: 0.4409 loss_bbox_0: 0.275 loss_giou_0: 0.4575 loss_ce_1: 0.3381 loss_bbox_1: 0.186 loss_giou_1: 0.3397 loss_ce_2: 0.2779 loss_bbox_2: 0.1691 loss_giou_2: 0.3152 loss_ce_3: 0.2524 loss_bbox_3: 0.1598 loss_giou_3: 0.3091 loss_ce_4: 0.236 loss_bbox_4: 0.1562 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:10] d2.utils.events INFO: eta: 7:04:10 iter: 359619 total_loss: 5.21 loss_ce: 0.2198 loss_bbox: 0.1584 loss_giou: 0.3275 loss_ce_0: 0.4353 loss_bbox_0: 0.2731 loss_giou_0: 0.5062 loss_ce_1: 0.3323 loss_bbox_1: 0.1881 loss_giou_1: 0.3886 loss_ce_2: 0.2743 loss_bbox_2: 0.1718 loss_giou_2: 0.3536 loss_ce_3: 0.2482 loss_bbox_3: 0.1655 loss_giou_3: 0.3482 loss_ce_4: 0.2246 loss_bbox_4: 0.1611 loss_giou_4: 0.3386 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:16] d2.utils.events INFO: eta: 7:04:02 iter: 359639 total_loss: 4.812 loss_ce: 0.2313 loss_bbox: 0.1641 loss_giou: 0.2937 loss_ce_0: 0.4532 loss_bbox_0: 0.2686 loss_giou_0: 0.4639 loss_ce_1: 0.3404 loss_bbox_1: 0.1868 loss_giou_1: 0.3341 loss_ce_2: 0.276 loss_bbox_2: 0.1767 loss_giou_2: 0.3104 loss_ce_3: 0.2479 loss_bbox_3: 0.1707 loss_giou_3: 0.2977 loss_ce_4: 0.231 loss_bbox_4: 0.1648 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:21] d2.utils.events INFO: eta: 7:03:59 iter: 359659 total_loss: 4.906 loss_ce: 0.23 loss_bbox: 0.1465 loss_giou: 0.3074 loss_ce_0: 0.4393 loss_bbox_0: 0.2715 loss_giou_0: 0.4712 loss_ce_1: 0.3409 loss_bbox_1: 0.1864 loss_giou_1: 0.3602 loss_ce_2: 0.2648 loss_bbox_2: 0.1637 loss_giou_2: 0.3293 loss_ce_3: 0.2462 loss_bbox_3: 0.1544 loss_giou_3: 0.3144 loss_ce_4: 0.2343 loss_bbox_4: 0.1501 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:27] d2.utils.events INFO: eta: 7:03:45 iter: 359679 total_loss: 4.658 loss_ce: 0.2145 loss_bbox: 0.1435 loss_giou: 0.2954 loss_ce_0: 0.4246 loss_bbox_0: 0.2583 loss_giou_0: 0.4962 loss_ce_1: 0.3195 loss_bbox_1: 0.1808 loss_giou_1: 0.3475 loss_ce_2: 0.2702 loss_bbox_2: 0.1627 loss_giou_2: 0.3299 loss_ce_3: 0.2323 loss_bbox_3: 0.1486 loss_giou_3: 0.3176 loss_ce_4: 0.2135 loss_bbox_4: 0.1478 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:33] d2.utils.events INFO: eta: 7:03:40 iter: 359699 total_loss: 5.005 loss_ce: 0.2171 loss_bbox: 0.1677 loss_giou: 0.3009 loss_ce_0: 0.4442 loss_bbox_0: 0.2822 loss_giou_0: 0.4701 loss_ce_1: 0.3216 loss_bbox_1: 0.1954 loss_giou_1: 0.3583 loss_ce_2: 0.2694 loss_bbox_2: 0.1822 loss_giou_2: 0.3202 loss_ce_3: 0.2414 loss_bbox_3: 0.1711 loss_giou_3: 0.3167 loss_ce_4: 0.2226 loss_bbox_4: 0.1685 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:38] d2.utils.events INFO: eta: 7:03:34 iter: 359719 total_loss: 4.858 loss_ce: 0.2222 loss_bbox: 0.1541 loss_giou: 0.2982 loss_ce_0: 0.4424 loss_bbox_0: 0.2766 loss_giou_0: 0.4747 loss_ce_1: 0.3356 loss_bbox_1: 0.1804 loss_giou_1: 0.3554 loss_ce_2: 0.2755 loss_bbox_2: 0.1661 loss_giou_2: 0.3203 loss_ce_3: 0.2375 loss_bbox_3: 0.163 loss_giou_3: 0.309 loss_ce_4: 0.2187 loss_bbox_4: 0.1577 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:44] d2.utils.events INFO: eta: 7:03:28 iter: 359739 total_loss: 5.096 loss_ce: 0.2282 loss_bbox: 0.166 loss_giou: 0.3105 loss_ce_0: 0.4717 loss_bbox_0: 0.2766 loss_giou_0: 0.4887 loss_ce_1: 0.3475 loss_bbox_1: 0.2021 loss_giou_1: 0.3548 loss_ce_2: 0.2934 loss_bbox_2: 0.1835 loss_giou_2: 0.329 loss_ce_3: 0.2488 loss_bbox_3: 0.1745 loss_giou_3: 0.3206 loss_ce_4: 0.237 loss_bbox_4: 0.1705 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:50] d2.utils.events INFO: eta: 7:03:33 iter: 359759 total_loss: 5.087 loss_ce: 0.227 loss_bbox: 0.1521 loss_giou: 0.3199 loss_ce_0: 0.4212 loss_bbox_0: 0.2574 loss_giou_0: 0.499 loss_ce_1: 0.321 loss_bbox_1: 0.1759 loss_giou_1: 0.366 loss_ce_2: 0.2675 loss_bbox_2: 0.1607 loss_giou_2: 0.3454 loss_ce_3: 0.2382 loss_bbox_3: 0.1545 loss_giou_3: 0.3349 loss_ce_4: 0.2316 loss_bbox_4: 0.1536 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 18:35:56] d2.utils.events INFO: eta: 7:03:48 iter: 359779 total_loss: 5.139 loss_ce: 0.238 loss_bbox: 0.1588 loss_giou: 0.3204 loss_ce_0: 0.4554 loss_bbox_0: 0.2912 loss_giou_0: 0.4921 loss_ce_1: 0.3361 loss_bbox_1: 0.1933 loss_giou_1: 0.3586 loss_ce_2: 0.281 loss_bbox_2: 0.1739 loss_giou_2: 0.3332 loss_ce_3: 0.2569 loss_bbox_3: 0.1684 loss_giou_3: 0.3318 loss_ce_4: 0.2408 loss_bbox_4: 0.1634 loss_giou_4: 0.3276 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:01] d2.utils.events INFO: eta: 7:03:40 iter: 359799 total_loss: 4.932 loss_ce: 0.2097 loss_bbox: 0.1585 loss_giou: 0.3035 loss_ce_0: 0.4564 loss_bbox_0: 0.2646 loss_giou_0: 0.4763 loss_ce_1: 0.322 loss_bbox_1: 0.1862 loss_giou_1: 0.3366 loss_ce_2: 0.2594 loss_bbox_2: 0.1693 loss_giou_2: 0.3168 loss_ce_3: 0.2317 loss_bbox_3: 0.1641 loss_giou_3: 0.3129 loss_ce_4: 0.2167 loss_bbox_4: 0.162 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0173 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:07] d2.utils.events INFO: eta: 7:03:38 iter: 359819 total_loss: 5.008 loss_ce: 0.2191 loss_bbox: 0.1659 loss_giou: 0.3145 loss_ce_0: 0.4438 loss_bbox_0: 0.2873 loss_giou_0: 0.4914 loss_ce_1: 0.3429 loss_bbox_1: 0.1924 loss_giou_1: 0.3596 loss_ce_2: 0.2664 loss_bbox_2: 0.1793 loss_giou_2: 0.3348 loss_ce_3: 0.2356 loss_bbox_3: 0.1742 loss_giou_3: 0.3237 loss_ce_4: 0.2207 loss_bbox_4: 0.1682 loss_giou_4: 0.32 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:13] d2.utils.events INFO: eta: 7:03:31 iter: 359839 total_loss: 4.895 loss_ce: 0.2118 loss_bbox: 0.1538 loss_giou: 0.3021 loss_ce_0: 0.4394 loss_bbox_0: 0.2692 loss_giou_0: 0.4715 loss_ce_1: 0.323 loss_bbox_1: 0.1824 loss_giou_1: 0.342 loss_ce_2: 0.2676 loss_bbox_2: 0.1706 loss_giou_2: 0.3202 loss_ce_3: 0.2301 loss_bbox_3: 0.16 loss_giou_3: 0.3148 loss_ce_4: 0.2199 loss_bbox_4: 0.1551 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:19] d2.utils.events INFO: eta: 7:03:16 iter: 359859 total_loss: 4.917 loss_ce: 0.2068 loss_bbox: 0.165 loss_giou: 0.2891 loss_ce_0: 0.4339 loss_bbox_0: 0.27 loss_giou_0: 0.4529 loss_ce_1: 0.3276 loss_bbox_1: 0.1813 loss_giou_1: 0.332 loss_ce_2: 0.2557 loss_bbox_2: 0.1714 loss_giou_2: 0.3043 loss_ce_3: 0.2258 loss_bbox_3: 0.1656 loss_giou_3: 0.3007 loss_ce_4: 0.207 loss_bbox_4: 0.1642 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:24] d2.utils.events INFO: eta: 7:02:59 iter: 359879 total_loss: 4.821 loss_ce: 0.2168 loss_bbox: 0.1463 loss_giou: 0.3051 loss_ce_0: 0.4549 loss_bbox_0: 0.2547 loss_giou_0: 0.476 loss_ce_1: 0.3362 loss_bbox_1: 0.175 loss_giou_1: 0.3497 loss_ce_2: 0.2651 loss_bbox_2: 0.1617 loss_giou_2: 0.3314 loss_ce_3: 0.2376 loss_bbox_3: 0.1499 loss_giou_3: 0.3182 loss_ce_4: 0.2202 loss_bbox_4: 0.1486 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:30] d2.utils.events INFO: eta: 7:02:53 iter: 359899 total_loss: 5.236 loss_ce: 0.2355 loss_bbox: 0.1606 loss_giou: 0.3328 loss_ce_0: 0.4549 loss_bbox_0: 0.28 loss_giou_0: 0.5189 loss_ce_1: 0.3428 loss_bbox_1: 0.1945 loss_giou_1: 0.3755 loss_ce_2: 0.2793 loss_bbox_2: 0.1768 loss_giou_2: 0.3466 loss_ce_3: 0.2451 loss_bbox_3: 0.1672 loss_giou_3: 0.349 loss_ce_4: 0.2336 loss_bbox_4: 0.1653 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:35] d2.utils.events INFO: eta: 7:02:43 iter: 359919 total_loss: 4.645 loss_ce: 0.196 loss_bbox: 0.1497 loss_giou: 0.3033 loss_ce_0: 0.4193 loss_bbox_0: 0.2533 loss_giou_0: 0.4676 loss_ce_1: 0.3175 loss_bbox_1: 0.1751 loss_giou_1: 0.342 loss_ce_2: 0.2452 loss_bbox_2: 0.161 loss_giou_2: 0.322 loss_ce_3: 0.2179 loss_bbox_3: 0.1556 loss_giou_3: 0.3058 loss_ce_4: 0.2004 loss_bbox_4: 0.1535 loss_giou_4: 0.3011 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:41] d2.utils.events INFO: eta: 7:02:37 iter: 359939 total_loss: 4.974 loss_ce: 0.2072 loss_bbox: 0.1604 loss_giou: 0.304 loss_ce_0: 0.449 loss_bbox_0: 0.2865 loss_giou_0: 0.4756 loss_ce_1: 0.3284 loss_bbox_1: 0.1964 loss_giou_1: 0.3513 loss_ce_2: 0.2589 loss_bbox_2: 0.1741 loss_giou_2: 0.3241 loss_ce_3: 0.2298 loss_bbox_3: 0.1707 loss_giou_3: 0.3208 loss_ce_4: 0.2194 loss_bbox_4: 0.1619 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:47] d2.utils.events INFO: eta: 7:02:28 iter: 359959 total_loss: 4.831 loss_ce: 0.1878 loss_bbox: 0.1635 loss_giou: 0.3089 loss_ce_0: 0.4346 loss_bbox_0: 0.2629 loss_giou_0: 0.491 loss_ce_1: 0.3139 loss_bbox_1: 0.1848 loss_giou_1: 0.367 loss_ce_2: 0.2511 loss_bbox_2: 0.1716 loss_giou_2: 0.3356 loss_ce_3: 0.2141 loss_bbox_3: 0.1677 loss_giou_3: 0.3223 loss_ce_4: 0.1949 loss_bbox_4: 0.1657 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:53] d2.utils.events INFO: eta: 7:02:21 iter: 359979 total_loss: 4.836 loss_ce: 0.2101 loss_bbox: 0.1476 loss_giou: 0.2992 loss_ce_0: 0.4188 loss_bbox_0: 0.2585 loss_giou_0: 0.4696 loss_ce_1: 0.3169 loss_bbox_1: 0.1783 loss_giou_1: 0.3443 loss_ce_2: 0.2482 loss_bbox_2: 0.161 loss_giou_2: 0.32 loss_ce_3: 0.2288 loss_bbox_3: 0.1582 loss_giou_3: 0.3146 loss_ce_4: 0.2133 loss_bbox_4: 0.1509 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:36:58] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0359999.pth [11/03 18:37:00] d2.utils.events INFO: eta: 7:02:12 iter: 359999 total_loss: 4.773 loss_ce: 0.2249 loss_bbox: 0.1604 loss_giou: 0.2979 loss_ce_0: 0.4313 loss_bbox_0: 0.274 loss_giou_0: 0.4632 loss_ce_1: 0.3211 loss_bbox_1: 0.1954 loss_giou_1: 0.3432 loss_ce_2: 0.2754 loss_bbox_2: 0.178 loss_giou_2: 0.3232 loss_ce_3: 0.2451 loss_bbox_3: 0.1661 loss_giou_3: 0.3028 loss_ce_4: 0.2353 loss_bbox_4: 0.1642 loss_giou_4: 0.2986 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:06] d2.utils.events INFO: eta: 7:02:15 iter: 360019 total_loss: 4.97 loss_ce: 0.2135 loss_bbox: 0.1546 loss_giou: 0.2942 loss_ce_0: 0.437 loss_bbox_0: 0.265 loss_giou_0: 0.4891 loss_ce_1: 0.3309 loss_bbox_1: 0.1927 loss_giou_1: 0.3518 loss_ce_2: 0.2624 loss_bbox_2: 0.1716 loss_giou_2: 0.3205 loss_ce_3: 0.2269 loss_bbox_3: 0.1659 loss_giou_3: 0.3106 loss_ce_4: 0.2215 loss_bbox_4: 0.1599 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:12] d2.utils.events INFO: eta: 7:02:05 iter: 360039 total_loss: 4.927 loss_ce: 0.2219 loss_bbox: 0.1627 loss_giou: 0.2995 loss_ce_0: 0.4511 loss_bbox_0: 0.2709 loss_giou_0: 0.449 loss_ce_1: 0.3292 loss_bbox_1: 0.1961 loss_giou_1: 0.3426 loss_ce_2: 0.2659 loss_bbox_2: 0.1801 loss_giou_2: 0.3181 loss_ce_3: 0.2395 loss_bbox_3: 0.1692 loss_giou_3: 0.3084 loss_ce_4: 0.2287 loss_bbox_4: 0.1655 loss_giou_4: 0.3038 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:17] d2.utils.events INFO: eta: 7:01:58 iter: 360059 total_loss: 4.959 loss_ce: 0.2063 loss_bbox: 0.1784 loss_giou: 0.3122 loss_ce_0: 0.4477 loss_bbox_0: 0.2875 loss_giou_0: 0.4749 loss_ce_1: 0.3292 loss_bbox_1: 0.2131 loss_giou_1: 0.3615 loss_ce_2: 0.268 loss_bbox_2: 0.1866 loss_giou_2: 0.3324 loss_ce_3: 0.2224 loss_bbox_3: 0.182 loss_giou_3: 0.3207 loss_ce_4: 0.2078 loss_bbox_4: 0.1811 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:23] d2.utils.events INFO: eta: 7:01:53 iter: 360079 total_loss: 5.155 loss_ce: 0.2301 loss_bbox: 0.1646 loss_giou: 0.3141 loss_ce_0: 0.4498 loss_bbox_0: 0.2814 loss_giou_0: 0.4914 loss_ce_1: 0.3402 loss_bbox_1: 0.205 loss_giou_1: 0.3661 loss_ce_2: 0.2847 loss_bbox_2: 0.181 loss_giou_2: 0.3374 loss_ce_3: 0.2477 loss_bbox_3: 0.1727 loss_giou_3: 0.3242 loss_ce_4: 0.232 loss_bbox_4: 0.167 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:29] d2.utils.events INFO: eta: 7:01:45 iter: 360099 total_loss: 5.078 loss_ce: 0.2122 loss_bbox: 0.1585 loss_giou: 0.3384 loss_ce_0: 0.4451 loss_bbox_0: 0.2673 loss_giou_0: 0.5148 loss_ce_1: 0.3194 loss_bbox_1: 0.1841 loss_giou_1: 0.3775 loss_ce_2: 0.2534 loss_bbox_2: 0.1694 loss_giou_2: 0.3512 loss_ce_3: 0.2283 loss_bbox_3: 0.1637 loss_giou_3: 0.3469 loss_ce_4: 0.2138 loss_bbox_4: 0.1588 loss_giou_4: 0.3426 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:34] d2.utils.events INFO: eta: 7:01:41 iter: 360119 total_loss: 4.726 loss_ce: 0.2024 loss_bbox: 0.1509 loss_giou: 0.2807 loss_ce_0: 0.4395 loss_bbox_0: 0.267 loss_giou_0: 0.4559 loss_ce_1: 0.3205 loss_bbox_1: 0.1814 loss_giou_1: 0.328 loss_ce_2: 0.2557 loss_bbox_2: 0.1663 loss_giou_2: 0.2941 loss_ce_3: 0.2329 loss_bbox_3: 0.1601 loss_giou_3: 0.2903 loss_ce_4: 0.2058 loss_bbox_4: 0.1593 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:40] d2.utils.events INFO: eta: 7:01:38 iter: 360139 total_loss: 4.927 loss_ce: 0.2125 loss_bbox: 0.1671 loss_giou: 0.3049 loss_ce_0: 0.4496 loss_bbox_0: 0.28 loss_giou_0: 0.4623 loss_ce_1: 0.3282 loss_bbox_1: 0.2001 loss_giou_1: 0.3596 loss_ce_2: 0.2711 loss_bbox_2: 0.1762 loss_giou_2: 0.3289 loss_ce_3: 0.2328 loss_bbox_3: 0.1691 loss_giou_3: 0.3185 loss_ce_4: 0.2169 loss_bbox_4: 0.1686 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:46] d2.utils.events INFO: eta: 7:01:31 iter: 360159 total_loss: 4.888 loss_ce: 0.2042 loss_bbox: 0.1678 loss_giou: 0.2954 loss_ce_0: 0.4454 loss_bbox_0: 0.2839 loss_giou_0: 0.458 loss_ce_1: 0.3194 loss_bbox_1: 0.1912 loss_giou_1: 0.3372 loss_ce_2: 0.2759 loss_bbox_2: 0.1774 loss_giou_2: 0.3134 loss_ce_3: 0.2324 loss_bbox_3: 0.1712 loss_giou_3: 0.3027 loss_ce_4: 0.2134 loss_bbox_4: 0.1699 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0325 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:52] d2.utils.events INFO: eta: 7:01:34 iter: 360179 total_loss: 4.725 loss_ce: 0.2061 loss_bbox: 0.154 loss_giou: 0.2982 loss_ce_0: 0.4456 loss_bbox_0: 0.278 loss_giou_0: 0.4707 loss_ce_1: 0.314 loss_bbox_1: 0.1945 loss_giou_1: 0.3553 loss_ce_2: 0.2579 loss_bbox_2: 0.175 loss_giou_2: 0.3164 loss_ce_3: 0.2188 loss_bbox_3: 0.1648 loss_giou_3: 0.3085 loss_ce_4: 0.208 loss_bbox_4: 0.1573 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 18:37:57] d2.utils.events INFO: eta: 7:01:22 iter: 360199 total_loss: 4.809 loss_ce: 0.2156 loss_bbox: 0.1587 loss_giou: 0.306 loss_ce_0: 0.4326 loss_bbox_0: 0.2676 loss_giou_0: 0.476 loss_ce_1: 0.3156 loss_bbox_1: 0.1892 loss_giou_1: 0.3447 loss_ce_2: 0.2494 loss_bbox_2: 0.178 loss_giou_2: 0.3221 loss_ce_3: 0.2257 loss_bbox_3: 0.1718 loss_giou_3: 0.3176 loss_ce_4: 0.2203 loss_bbox_4: 0.1654 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0329 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:03] d2.utils.events INFO: eta: 7:01:22 iter: 360219 total_loss: 5.184 loss_ce: 0.2274 loss_bbox: 0.166 loss_giou: 0.3216 loss_ce_0: 0.4567 loss_bbox_0: 0.2841 loss_giou_0: 0.4786 loss_ce_1: 0.3398 loss_bbox_1: 0.1997 loss_giou_1: 0.3689 loss_ce_2: 0.2714 loss_bbox_2: 0.1844 loss_giou_2: 0.3461 loss_ce_3: 0.2402 loss_bbox_3: 0.1727 loss_giou_3: 0.3336 loss_ce_4: 0.2305 loss_bbox_4: 0.168 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:09] d2.utils.events INFO: eta: 7:01:16 iter: 360239 total_loss: 4.786 loss_ce: 0.2118 loss_bbox: 0.1632 loss_giou: 0.3115 loss_ce_0: 0.4339 loss_bbox_0: 0.2818 loss_giou_0: 0.476 loss_ce_1: 0.3236 loss_bbox_1: 0.1954 loss_giou_1: 0.3514 loss_ce_2: 0.2545 loss_bbox_2: 0.1792 loss_giou_2: 0.3308 loss_ce_3: 0.2288 loss_bbox_3: 0.1708 loss_giou_3: 0.3222 loss_ce_4: 0.2136 loss_bbox_4: 0.165 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:14] d2.utils.events INFO: eta: 7:01:05 iter: 360259 total_loss: 5.124 loss_ce: 0.2176 loss_bbox: 0.1668 loss_giou: 0.3152 loss_ce_0: 0.4347 loss_bbox_0: 0.2849 loss_giou_0: 0.4922 loss_ce_1: 0.3223 loss_bbox_1: 0.2029 loss_giou_1: 0.36 loss_ce_2: 0.2577 loss_bbox_2: 0.1879 loss_giou_2: 0.3368 loss_ce_3: 0.2322 loss_bbox_3: 0.1768 loss_giou_3: 0.3265 loss_ce_4: 0.2192 loss_bbox_4: 0.1693 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:20] d2.utils.events INFO: eta: 7:00:57 iter: 360279 total_loss: 5.04 loss_ce: 0.2258 loss_bbox: 0.1668 loss_giou: 0.3252 loss_ce_0: 0.4576 loss_bbox_0: 0.269 loss_giou_0: 0.4859 loss_ce_1: 0.3455 loss_bbox_1: 0.1843 loss_giou_1: 0.3675 loss_ce_2: 0.2721 loss_bbox_2: 0.1723 loss_giou_2: 0.3459 loss_ce_3: 0.2417 loss_bbox_3: 0.1681 loss_giou_3: 0.3307 loss_ce_4: 0.23 loss_bbox_4: 0.1678 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:26] d2.utils.events INFO: eta: 7:00:47 iter: 360299 total_loss: 4.712 loss_ce: 0.2089 loss_bbox: 0.1543 loss_giou: 0.2916 loss_ce_0: 0.4226 loss_bbox_0: 0.2689 loss_giou_0: 0.4383 loss_ce_1: 0.3141 loss_bbox_1: 0.1843 loss_giou_1: 0.3296 loss_ce_2: 0.2573 loss_bbox_2: 0.1723 loss_giou_2: 0.3158 loss_ce_3: 0.2333 loss_bbox_3: 0.1627 loss_giou_3: 0.3068 loss_ce_4: 0.2121 loss_bbox_4: 0.1565 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:31] d2.utils.events INFO: eta: 7:00:48 iter: 360319 total_loss: 4.704 loss_ce: 0.2103 loss_bbox: 0.1637 loss_giou: 0.2949 loss_ce_0: 0.4241 loss_bbox_0: 0.2681 loss_giou_0: 0.4436 loss_ce_1: 0.3155 loss_bbox_1: 0.1922 loss_giou_1: 0.3408 loss_ce_2: 0.251 loss_bbox_2: 0.1759 loss_giou_2: 0.3075 loss_ce_3: 0.2318 loss_bbox_3: 0.1748 loss_giou_3: 0.3084 loss_ce_4: 0.22 loss_bbox_4: 0.1666 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:37] d2.utils.events INFO: eta: 7:00:49 iter: 360339 total_loss: 4.6 loss_ce: 0.2037 loss_bbox: 0.1525 loss_giou: 0.2847 loss_ce_0: 0.4269 loss_bbox_0: 0.2689 loss_giou_0: 0.4505 loss_ce_1: 0.3358 loss_bbox_1: 0.1828 loss_giou_1: 0.3321 loss_ce_2: 0.2624 loss_bbox_2: 0.1665 loss_giou_2: 0.3043 loss_ce_3: 0.2299 loss_bbox_3: 0.1602 loss_giou_3: 0.2995 loss_ce_4: 0.2104 loss_bbox_4: 0.1538 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:43] d2.utils.events INFO: eta: 7:00:44 iter: 360359 total_loss: 5.239 loss_ce: 0.2139 loss_bbox: 0.167 loss_giou: 0.3099 loss_ce_0: 0.4591 loss_bbox_0: 0.2957 loss_giou_0: 0.4818 loss_ce_1: 0.3449 loss_bbox_1: 0.2056 loss_giou_1: 0.3536 loss_ce_2: 0.2775 loss_bbox_2: 0.1916 loss_giou_2: 0.3256 loss_ce_3: 0.2443 loss_bbox_3: 0.1857 loss_giou_3: 0.3258 loss_ce_4: 0.226 loss_bbox_4: 0.1705 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:48] d2.utils.events INFO: eta: 7:00:37 iter: 360379 total_loss: 5.036 loss_ce: 0.2207 loss_bbox: 0.1675 loss_giou: 0.2987 loss_ce_0: 0.441 loss_bbox_0: 0.283 loss_giou_0: 0.4677 loss_ce_1: 0.3323 loss_bbox_1: 0.202 loss_giou_1: 0.3392 loss_ce_2: 0.2675 loss_bbox_2: 0.1872 loss_giou_2: 0.3126 loss_ce_3: 0.2349 loss_bbox_3: 0.1736 loss_giou_3: 0.3061 loss_ce_4: 0.2297 loss_bbox_4: 0.1692 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 18:38:54] d2.utils.events INFO: eta: 7:00:32 iter: 360399 total_loss: 4.832 loss_ce: 0.2195 loss_bbox: 0.1506 loss_giou: 0.3135 loss_ce_0: 0.4415 loss_bbox_0: 0.2534 loss_giou_0: 0.4885 loss_ce_1: 0.3401 loss_bbox_1: 0.1795 loss_giou_1: 0.356 loss_ce_2: 0.261 loss_bbox_2: 0.1614 loss_giou_2: 0.3291 loss_ce_3: 0.2381 loss_bbox_3: 0.1606 loss_giou_3: 0.3215 loss_ce_4: 0.2211 loss_bbox_4: 0.1527 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:00] d2.utils.events INFO: eta: 7:00:26 iter: 360419 total_loss: 5.09 loss_ce: 0.2103 loss_bbox: 0.1537 loss_giou: 0.3069 loss_ce_0: 0.4343 loss_bbox_0: 0.2762 loss_giou_0: 0.4802 loss_ce_1: 0.3326 loss_bbox_1: 0.1789 loss_giou_1: 0.3555 loss_ce_2: 0.2681 loss_bbox_2: 0.1649 loss_giou_2: 0.3357 loss_ce_3: 0.2295 loss_bbox_3: 0.1589 loss_giou_3: 0.3232 loss_ce_4: 0.2143 loss_bbox_4: 0.1549 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:06] d2.utils.events INFO: eta: 7:00:22 iter: 360439 total_loss: 4.816 loss_ce: 0.2172 loss_bbox: 0.1595 loss_giou: 0.3037 loss_ce_0: 0.4361 loss_bbox_0: 0.2629 loss_giou_0: 0.4756 loss_ce_1: 0.3269 loss_bbox_1: 0.1857 loss_giou_1: 0.348 loss_ce_2: 0.2666 loss_bbox_2: 0.1704 loss_giou_2: 0.3146 loss_ce_3: 0.2288 loss_bbox_3: 0.1648 loss_giou_3: 0.3092 loss_ce_4: 0.2188 loss_bbox_4: 0.1632 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:11] d2.utils.events INFO: eta: 7:00:16 iter: 360459 total_loss: 4.642 loss_ce: 0.1855 loss_bbox: 0.1554 loss_giou: 0.3032 loss_ce_0: 0.4443 loss_bbox_0: 0.2626 loss_giou_0: 0.4355 loss_ce_1: 0.3088 loss_bbox_1: 0.1771 loss_giou_1: 0.3348 loss_ce_2: 0.2325 loss_bbox_2: 0.1591 loss_giou_2: 0.3248 loss_ce_3: 0.2077 loss_bbox_3: 0.1552 loss_giou_3: 0.3182 loss_ce_4: 0.193 loss_bbox_4: 0.1542 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:17] d2.utils.events INFO: eta: 7:00:09 iter: 360479 total_loss: 4.894 loss_ce: 0.2164 loss_bbox: 0.1632 loss_giou: 0.2865 loss_ce_0: 0.4351 loss_bbox_0: 0.27 loss_giou_0: 0.4345 loss_ce_1: 0.3318 loss_bbox_1: 0.1962 loss_giou_1: 0.3358 loss_ce_2: 0.2694 loss_bbox_2: 0.1776 loss_giou_2: 0.3025 loss_ce_3: 0.2239 loss_bbox_3: 0.173 loss_giou_3: 0.3044 loss_ce_4: 0.2176 loss_bbox_4: 0.1701 loss_giou_4: 0.2967 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:23] d2.utils.events INFO: eta: 7:00:02 iter: 360499 total_loss: 4.853 loss_ce: 0.2062 loss_bbox: 0.1602 loss_giou: 0.3058 loss_ce_0: 0.431 loss_bbox_0: 0.277 loss_giou_0: 0.4721 loss_ce_1: 0.3181 loss_bbox_1: 0.1955 loss_giou_1: 0.3525 loss_ce_2: 0.2598 loss_bbox_2: 0.1725 loss_giou_2: 0.3216 loss_ce_3: 0.231 loss_bbox_3: 0.1678 loss_giou_3: 0.3155 loss_ce_4: 0.212 loss_bbox_4: 0.1628 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:28] d2.utils.events INFO: eta: 6:59:58 iter: 360519 total_loss: 4.784 loss_ce: 0.1915 loss_bbox: 0.1606 loss_giou: 0.3012 loss_ce_0: 0.4229 loss_bbox_0: 0.2702 loss_giou_0: 0.4526 loss_ce_1: 0.3143 loss_bbox_1: 0.1843 loss_giou_1: 0.3464 loss_ce_2: 0.2497 loss_bbox_2: 0.1704 loss_giou_2: 0.3216 loss_ce_3: 0.2171 loss_bbox_3: 0.166 loss_giou_3: 0.3148 loss_ce_4: 0.1972 loss_bbox_4: 0.1616 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:34] d2.utils.events INFO: eta: 6:59:54 iter: 360539 total_loss: 4.985 loss_ce: 0.2167 loss_bbox: 0.1622 loss_giou: 0.3042 loss_ce_0: 0.4329 loss_bbox_0: 0.2801 loss_giou_0: 0.4746 loss_ce_1: 0.3218 loss_bbox_1: 0.1895 loss_giou_1: 0.3477 loss_ce_2: 0.2726 loss_bbox_2: 0.1659 loss_giou_2: 0.3192 loss_ce_3: 0.2328 loss_bbox_3: 0.1607 loss_giou_3: 0.3156 loss_ce_4: 0.2223 loss_bbox_4: 0.165 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:40] d2.utils.events INFO: eta: 6:59:47 iter: 360559 total_loss: 4.922 loss_ce: 0.2156 loss_bbox: 0.1598 loss_giou: 0.2957 loss_ce_0: 0.4334 loss_bbox_0: 0.2715 loss_giou_0: 0.4544 loss_ce_1: 0.3267 loss_bbox_1: 0.191 loss_giou_1: 0.3406 loss_ce_2: 0.2636 loss_bbox_2: 0.1719 loss_giou_2: 0.3142 loss_ce_3: 0.2285 loss_bbox_3: 0.1632 loss_giou_3: 0.3002 loss_ce_4: 0.2174 loss_bbox_4: 0.1599 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:45] d2.utils.events INFO: eta: 6:59:30 iter: 360579 total_loss: 4.687 loss_ce: 0.2012 loss_bbox: 0.1542 loss_giou: 0.2839 loss_ce_0: 0.4224 loss_bbox_0: 0.2773 loss_giou_0: 0.4513 loss_ce_1: 0.3173 loss_bbox_1: 0.1863 loss_giou_1: 0.3262 loss_ce_2: 0.251 loss_bbox_2: 0.1708 loss_giou_2: 0.3004 loss_ce_3: 0.2172 loss_bbox_3: 0.1617 loss_giou_3: 0.293 loss_ce_4: 0.2046 loss_bbox_4: 0.1591 loss_giou_4: 0.2886 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:51] d2.utils.events INFO: eta: 6:59:24 iter: 360599 total_loss: 5.049 loss_ce: 0.2361 loss_bbox: 0.1436 loss_giou: 0.3099 loss_ce_0: 0.438 loss_bbox_0: 0.262 loss_giou_0: 0.484 loss_ce_1: 0.3338 loss_bbox_1: 0.1746 loss_giou_1: 0.3516 loss_ce_2: 0.2691 loss_bbox_2: 0.1598 loss_giou_2: 0.326 loss_ce_3: 0.2468 loss_bbox_3: 0.15 loss_giou_3: 0.316 loss_ce_4: 0.2384 loss_bbox_4: 0.1467 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 18:39:57] d2.utils.events INFO: eta: 6:59:22 iter: 360619 total_loss: 5.171 loss_ce: 0.2287 loss_bbox: 0.1506 loss_giou: 0.3183 loss_ce_0: 0.4399 loss_bbox_0: 0.2716 loss_giou_0: 0.497 loss_ce_1: 0.3322 loss_bbox_1: 0.1834 loss_giou_1: 0.3653 loss_ce_2: 0.2687 loss_bbox_2: 0.1644 loss_giou_2: 0.3329 loss_ce_3: 0.2391 loss_bbox_3: 0.1572 loss_giou_3: 0.3322 loss_ce_4: 0.2304 loss_bbox_4: 0.1584 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:02] d2.utils.events INFO: eta: 6:59:19 iter: 360639 total_loss: 4.989 loss_ce: 0.2079 loss_bbox: 0.1648 loss_giou: 0.3251 loss_ce_0: 0.443 loss_bbox_0: 0.2761 loss_giou_0: 0.4942 loss_ce_1: 0.3262 loss_bbox_1: 0.1912 loss_giou_1: 0.3723 loss_ce_2: 0.2501 loss_bbox_2: 0.1774 loss_giou_2: 0.3439 loss_ce_3: 0.2218 loss_bbox_3: 0.1724 loss_giou_3: 0.3328 loss_ce_4: 0.2064 loss_bbox_4: 0.1699 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:08] d2.utils.events INFO: eta: 6:59:18 iter: 360659 total_loss: 4.866 loss_ce: 0.2248 loss_bbox: 0.1456 loss_giou: 0.2981 loss_ce_0: 0.448 loss_bbox_0: 0.2664 loss_giou_0: 0.4753 loss_ce_1: 0.339 loss_bbox_1: 0.1763 loss_giou_1: 0.339 loss_ce_2: 0.2709 loss_bbox_2: 0.1631 loss_giou_2: 0.3157 loss_ce_3: 0.2403 loss_bbox_3: 0.1517 loss_giou_3: 0.3013 loss_ce_4: 0.2221 loss_bbox_4: 0.1525 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:14] d2.utils.events INFO: eta: 6:59:12 iter: 360679 total_loss: 4.867 loss_ce: 0.2058 loss_bbox: 0.1575 loss_giou: 0.294 loss_ce_0: 0.4249 loss_bbox_0: 0.2835 loss_giou_0: 0.4661 loss_ce_1: 0.3158 loss_bbox_1: 0.1944 loss_giou_1: 0.3324 loss_ce_2: 0.2603 loss_bbox_2: 0.1715 loss_giou_2: 0.3009 loss_ce_3: 0.2275 loss_bbox_3: 0.1654 loss_giou_3: 0.2994 loss_ce_4: 0.2158 loss_bbox_4: 0.1626 loss_giou_4: 0.2926 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:19] d2.utils.events INFO: eta: 6:58:59 iter: 360699 total_loss: 4.725 loss_ce: 0.2095 loss_bbox: 0.1641 loss_giou: 0.2984 loss_ce_0: 0.4395 loss_bbox_0: 0.2674 loss_giou_0: 0.4765 loss_ce_1: 0.3186 loss_bbox_1: 0.1939 loss_giou_1: 0.3478 loss_ce_2: 0.2605 loss_bbox_2: 0.1795 loss_giou_2: 0.3246 loss_ce_3: 0.2263 loss_bbox_3: 0.1696 loss_giou_3: 0.3119 loss_ce_4: 0.2075 loss_bbox_4: 0.1656 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:25] d2.utils.events INFO: eta: 6:58:53 iter: 360719 total_loss: 4.994 loss_ce: 0.2149 loss_bbox: 0.1618 loss_giou: 0.3154 loss_ce_0: 0.4393 loss_bbox_0: 0.2712 loss_giou_0: 0.4875 loss_ce_1: 0.3255 loss_bbox_1: 0.194 loss_giou_1: 0.3703 loss_ce_2: 0.26 loss_bbox_2: 0.1746 loss_giou_2: 0.3333 loss_ce_3: 0.2286 loss_bbox_3: 0.1664 loss_giou_3: 0.3256 loss_ce_4: 0.2216 loss_bbox_4: 0.1669 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0317 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:31] d2.utils.events INFO: eta: 6:58:46 iter: 360739 total_loss: 4.692 loss_ce: 0.2092 loss_bbox: 0.1546 loss_giou: 0.2765 loss_ce_0: 0.4346 loss_bbox_0: 0.2791 loss_giou_0: 0.4395 loss_ce_1: 0.3207 loss_bbox_1: 0.1863 loss_giou_1: 0.3177 loss_ce_2: 0.2566 loss_bbox_2: 0.1693 loss_giou_2: 0.2979 loss_ce_3: 0.2231 loss_bbox_3: 0.1677 loss_giou_3: 0.2881 loss_ce_4: 0.2204 loss_bbox_4: 0.1588 loss_giou_4: 0.2742 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:37] d2.utils.events INFO: eta: 6:58:39 iter: 360759 total_loss: 4.62 loss_ce: 0.2037 loss_bbox: 0.1556 loss_giou: 0.2916 loss_ce_0: 0.4181 loss_bbox_0: 0.27 loss_giou_0: 0.4584 loss_ce_1: 0.3103 loss_bbox_1: 0.1877 loss_giou_1: 0.3469 loss_ce_2: 0.2435 loss_bbox_2: 0.1765 loss_giou_2: 0.317 loss_ce_3: 0.2145 loss_bbox_3: 0.1678 loss_giou_3: 0.3048 loss_ce_4: 0.2036 loss_bbox_4: 0.1625 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:42] d2.utils.events INFO: eta: 6:58:30 iter: 360779 total_loss: 4.988 loss_ce: 0.2358 loss_bbox: 0.1685 loss_giou: 0.2981 loss_ce_0: 0.4526 loss_bbox_0: 0.2822 loss_giou_0: 0.4568 loss_ce_1: 0.3531 loss_bbox_1: 0.1984 loss_giou_1: 0.3363 loss_ce_2: 0.2852 loss_bbox_2: 0.1818 loss_giou_2: 0.3175 loss_ce_3: 0.2336 loss_bbox_3: 0.1716 loss_giou_3: 0.3103 loss_ce_4: 0.241 loss_bbox_4: 0.1706 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:48] d2.utils.events INFO: eta: 6:58:22 iter: 360799 total_loss: 4.773 loss_ce: 0.2064 loss_bbox: 0.1556 loss_giou: 0.2926 loss_ce_0: 0.4182 loss_bbox_0: 0.2733 loss_giou_0: 0.4585 loss_ce_1: 0.3219 loss_bbox_1: 0.1866 loss_giou_1: 0.3422 loss_ce_2: 0.2553 loss_bbox_2: 0.1728 loss_giou_2: 0.3089 loss_ce_3: 0.2269 loss_bbox_3: 0.1615 loss_giou_3: 0.3083 loss_ce_4: 0.2149 loss_bbox_4: 0.1553 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:54] d2.utils.events INFO: eta: 6:58:08 iter: 360819 total_loss: 4.936 loss_ce: 0.2248 loss_bbox: 0.1492 loss_giou: 0.3192 loss_ce_0: 0.435 loss_bbox_0: 0.2506 loss_giou_0: 0.5062 loss_ce_1: 0.339 loss_bbox_1: 0.1689 loss_giou_1: 0.3609 loss_ce_2: 0.2702 loss_bbox_2: 0.1548 loss_giou_2: 0.3352 loss_ce_3: 0.2421 loss_bbox_3: 0.1529 loss_giou_3: 0.3241 loss_ce_4: 0.225 loss_bbox_4: 0.1495 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 18:40:59] d2.utils.events INFO: eta: 6:58:02 iter: 360839 total_loss: 4.894 loss_ce: 0.2214 loss_bbox: 0.1655 loss_giou: 0.3014 loss_ce_0: 0.4229 loss_bbox_0: 0.283 loss_giou_0: 0.4567 loss_ce_1: 0.3246 loss_bbox_1: 0.1972 loss_giou_1: 0.3426 loss_ce_2: 0.2567 loss_bbox_2: 0.1799 loss_giou_2: 0.321 loss_ce_3: 0.2273 loss_bbox_3: 0.1703 loss_giou_3: 0.3093 loss_ce_4: 0.2157 loss_bbox_4: 0.1661 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:05] d2.utils.events INFO: eta: 6:57:52 iter: 360859 total_loss: 5.089 loss_ce: 0.2129 loss_bbox: 0.1567 loss_giou: 0.331 loss_ce_0: 0.4428 loss_bbox_0: 0.2689 loss_giou_0: 0.498 loss_ce_1: 0.3347 loss_bbox_1: 0.1787 loss_giou_1: 0.3622 loss_ce_2: 0.2748 loss_bbox_2: 0.1683 loss_giou_2: 0.3386 loss_ce_3: 0.2394 loss_bbox_3: 0.1631 loss_giou_3: 0.3333 loss_ce_4: 0.2196 loss_bbox_4: 0.1603 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:11] d2.utils.events INFO: eta: 6:57:46 iter: 360879 total_loss: 4.816 loss_ce: 0.2047 loss_bbox: 0.1608 loss_giou: 0.298 loss_ce_0: 0.4213 loss_bbox_0: 0.2582 loss_giou_0: 0.4614 loss_ce_1: 0.3122 loss_bbox_1: 0.1862 loss_giou_1: 0.3415 loss_ce_2: 0.2553 loss_bbox_2: 0.1684 loss_giou_2: 0.3148 loss_ce_3: 0.2135 loss_bbox_3: 0.1632 loss_giou_3: 0.3029 loss_ce_4: 0.2088 loss_bbox_4: 0.1607 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:16] d2.utils.events INFO: eta: 6:57:56 iter: 360899 total_loss: 5.081 loss_ce: 0.2179 loss_bbox: 0.1682 loss_giou: 0.3138 loss_ce_0: 0.46 loss_bbox_0: 0.2774 loss_giou_0: 0.4726 loss_ce_1: 0.3276 loss_bbox_1: 0.1937 loss_giou_1: 0.3659 loss_ce_2: 0.2593 loss_bbox_2: 0.1803 loss_giou_2: 0.3379 loss_ce_3: 0.2372 loss_bbox_3: 0.172 loss_giou_3: 0.3216 loss_ce_4: 0.2213 loss_bbox_4: 0.1721 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:22] d2.utils.events INFO: eta: 6:57:51 iter: 360919 total_loss: 4.747 loss_ce: 0.2027 loss_bbox: 0.1577 loss_giou: 0.3007 loss_ce_0: 0.4225 loss_bbox_0: 0.2722 loss_giou_0: 0.4755 loss_ce_1: 0.3036 loss_bbox_1: 0.1883 loss_giou_1: 0.3429 loss_ce_2: 0.2404 loss_bbox_2: 0.1705 loss_giou_2: 0.3147 loss_ce_3: 0.2173 loss_bbox_3: 0.1649 loss_giou_3: 0.3116 loss_ce_4: 0.2064 loss_bbox_4: 0.162 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:27] d2.utils.events INFO: eta: 6:57:31 iter: 360939 total_loss: 4.55 loss_ce: 0.1967 loss_bbox: 0.1468 loss_giou: 0.2852 loss_ce_0: 0.448 loss_bbox_0: 0.2642 loss_giou_0: 0.4602 loss_ce_1: 0.3244 loss_bbox_1: 0.1764 loss_giou_1: 0.3362 loss_ce_2: 0.2519 loss_bbox_2: 0.1626 loss_giou_2: 0.3128 loss_ce_3: 0.2115 loss_bbox_3: 0.1546 loss_giou_3: 0.2968 loss_ce_4: 0.1943 loss_bbox_4: 0.1509 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:33] d2.utils.events INFO: eta: 6:57:13 iter: 360959 total_loss: 4.899 loss_ce: 0.2109 loss_bbox: 0.1745 loss_giou: 0.3134 loss_ce_0: 0.4284 loss_bbox_0: 0.2728 loss_giou_0: 0.4554 loss_ce_1: 0.3207 loss_bbox_1: 0.2021 loss_giou_1: 0.3482 loss_ce_2: 0.261 loss_bbox_2: 0.1856 loss_giou_2: 0.3299 loss_ce_3: 0.2338 loss_bbox_3: 0.1825 loss_giou_3: 0.3188 loss_ce_4: 0.2131 loss_bbox_4: 0.1755 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:39] d2.utils.events INFO: eta: 6:57:20 iter: 360979 total_loss: 5.002 loss_ce: 0.2249 loss_bbox: 0.1635 loss_giou: 0.3258 loss_ce_0: 0.4461 loss_bbox_0: 0.2735 loss_giou_0: 0.5068 loss_ce_1: 0.3439 loss_bbox_1: 0.1819 loss_giou_1: 0.3672 loss_ce_2: 0.2871 loss_bbox_2: 0.169 loss_giou_2: 0.3423 loss_ce_3: 0.2563 loss_bbox_3: 0.1677 loss_giou_3: 0.3333 loss_ce_4: 0.2338 loss_bbox_4: 0.1618 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:44] d2.utils.events INFO: eta: 6:57:17 iter: 360999 total_loss: 4.853 loss_ce: 0.2159 loss_bbox: 0.1579 loss_giou: 0.3071 loss_ce_0: 0.4322 loss_bbox_0: 0.2546 loss_giou_0: 0.4857 loss_ce_1: 0.3326 loss_bbox_1: 0.1758 loss_giou_1: 0.3561 loss_ce_2: 0.2759 loss_bbox_2: 0.167 loss_giou_2: 0.333 loss_ce_3: 0.2275 loss_bbox_3: 0.1617 loss_giou_3: 0.3145 loss_ce_4: 0.2172 loss_bbox_4: 0.1579 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:50] d2.utils.events INFO: eta: 6:56:56 iter: 361019 total_loss: 5.074 loss_ce: 0.2245 loss_bbox: 0.1723 loss_giou: 0.2999 loss_ce_0: 0.4247 loss_bbox_0: 0.276 loss_giou_0: 0.4632 loss_ce_1: 0.3185 loss_bbox_1: 0.1913 loss_giou_1: 0.3411 loss_ce_2: 0.2701 loss_bbox_2: 0.1819 loss_giou_2: 0.3163 loss_ce_3: 0.2391 loss_bbox_3: 0.1762 loss_giou_3: 0.3068 loss_ce_4: 0.2289 loss_bbox_4: 0.1725 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 18:41:56] d2.utils.events INFO: eta: 6:56:44 iter: 361039 total_loss: 4.98 loss_ce: 0.2076 loss_bbox: 0.1601 loss_giou: 0.2895 loss_ce_0: 0.4309 loss_bbox_0: 0.2678 loss_giou_0: 0.4525 loss_ce_1: 0.3234 loss_bbox_1: 0.1903 loss_giou_1: 0.3354 loss_ce_2: 0.2548 loss_bbox_2: 0.1709 loss_giou_2: 0.312 loss_ce_3: 0.2181 loss_bbox_3: 0.1677 loss_giou_3: 0.3001 loss_ce_4: 0.2127 loss_bbox_4: 0.1633 loss_giou_4: 0.2933 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:02] d2.utils.events INFO: eta: 6:56:43 iter: 361059 total_loss: 4.854 loss_ce: 0.2249 loss_bbox: 0.1554 loss_giou: 0.2986 loss_ce_0: 0.451 loss_bbox_0: 0.2818 loss_giou_0: 0.4695 loss_ce_1: 0.3269 loss_bbox_1: 0.1921 loss_giou_1: 0.3523 loss_ce_2: 0.2692 loss_bbox_2: 0.1721 loss_giou_2: 0.3189 loss_ce_3: 0.2481 loss_bbox_3: 0.1635 loss_giou_3: 0.309 loss_ce_4: 0.2294 loss_bbox_4: 0.1585 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:07] d2.utils.events INFO: eta: 6:56:41 iter: 361079 total_loss: 4.857 loss_ce: 0.2183 loss_bbox: 0.1442 loss_giou: 0.3232 loss_ce_0: 0.4411 loss_bbox_0: 0.2502 loss_giou_0: 0.5089 loss_ce_1: 0.3395 loss_bbox_1: 0.1719 loss_giou_1: 0.3674 loss_ce_2: 0.2707 loss_bbox_2: 0.1515 loss_giou_2: 0.3387 loss_ce_3: 0.2411 loss_bbox_3: 0.1516 loss_giou_3: 0.3279 loss_ce_4: 0.2246 loss_bbox_4: 0.1478 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:13] d2.utils.events INFO: eta: 6:56:32 iter: 361099 total_loss: 4.75 loss_ce: 0.2188 loss_bbox: 0.1536 loss_giou: 0.2943 loss_ce_0: 0.4275 loss_bbox_0: 0.2633 loss_giou_0: 0.4651 loss_ce_1: 0.3167 loss_bbox_1: 0.1799 loss_giou_1: 0.3414 loss_ce_2: 0.259 loss_bbox_2: 0.1673 loss_giou_2: 0.3114 loss_ce_3: 0.2303 loss_bbox_3: 0.1584 loss_giou_3: 0.303 loss_ce_4: 0.2206 loss_bbox_4: 0.1577 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:19] d2.utils.events INFO: eta: 6:56:31 iter: 361119 total_loss: 5.058 loss_ce: 0.2279 loss_bbox: 0.159 loss_giou: 0.329 loss_ce_0: 0.4554 loss_bbox_0: 0.2821 loss_giou_0: 0.5093 loss_ce_1: 0.3462 loss_bbox_1: 0.186 loss_giou_1: 0.3703 loss_ce_2: 0.2725 loss_bbox_2: 0.1721 loss_giou_2: 0.3484 loss_ce_3: 0.2373 loss_bbox_3: 0.1676 loss_giou_3: 0.3433 loss_ce_4: 0.2218 loss_bbox_4: 0.1595 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:24] d2.utils.events INFO: eta: 6:56:32 iter: 361139 total_loss: 5.1 loss_ce: 0.2291 loss_bbox: 0.1672 loss_giou: 0.2985 loss_ce_0: 0.4541 loss_bbox_0: 0.2776 loss_giou_0: 0.4955 loss_ce_1: 0.3243 loss_bbox_1: 0.1879 loss_giou_1: 0.3643 loss_ce_2: 0.2736 loss_bbox_2: 0.1752 loss_giou_2: 0.3189 loss_ce_3: 0.2452 loss_bbox_3: 0.1703 loss_giou_3: 0.3072 loss_ce_4: 0.2282 loss_bbox_4: 0.1671 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:30] d2.utils.events INFO: eta: 6:56:29 iter: 361159 total_loss: 5.061 loss_ce: 0.2274 loss_bbox: 0.1663 loss_giou: 0.3045 loss_ce_0: 0.4368 loss_bbox_0: 0.271 loss_giou_0: 0.4634 loss_ce_1: 0.3177 loss_bbox_1: 0.1928 loss_giou_1: 0.3513 loss_ce_2: 0.2637 loss_bbox_2: 0.172 loss_giou_2: 0.3276 loss_ce_3: 0.2278 loss_bbox_3: 0.1672 loss_giou_3: 0.3175 loss_ce_4: 0.2274 loss_bbox_4: 0.166 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:36] d2.utils.events INFO: eta: 6:56:13 iter: 361179 total_loss: 4.606 loss_ce: 0.1904 loss_bbox: 0.1477 loss_giou: 0.2857 loss_ce_0: 0.4138 loss_bbox_0: 0.2519 loss_giou_0: 0.4531 loss_ce_1: 0.3024 loss_bbox_1: 0.173 loss_giou_1: 0.336 loss_ce_2: 0.2378 loss_bbox_2: 0.158 loss_giou_2: 0.313 loss_ce_3: 0.2078 loss_bbox_3: 0.1519 loss_giou_3: 0.2994 loss_ce_4: 0.1936 loss_bbox_4: 0.1507 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:42] d2.utils.events INFO: eta: 6:56:15 iter: 361199 total_loss: 5.217 loss_ce: 0.2365 loss_bbox: 0.1681 loss_giou: 0.3202 loss_ce_0: 0.4599 loss_bbox_0: 0.2785 loss_giou_0: 0.5018 loss_ce_1: 0.3509 loss_bbox_1: 0.2004 loss_giou_1: 0.3685 loss_ce_2: 0.2914 loss_bbox_2: 0.1819 loss_giou_2: 0.3335 loss_ce_3: 0.2577 loss_bbox_3: 0.1738 loss_giou_3: 0.3282 loss_ce_4: 0.2332 loss_bbox_4: 0.1707 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:47] d2.utils.events INFO: eta: 6:56:00 iter: 361219 total_loss: 4.702 loss_ce: 0.2029 loss_bbox: 0.1493 loss_giou: 0.3044 loss_ce_0: 0.4327 loss_bbox_0: 0.2569 loss_giou_0: 0.4578 loss_ce_1: 0.3136 loss_bbox_1: 0.1859 loss_giou_1: 0.3409 loss_ce_2: 0.2607 loss_bbox_2: 0.1669 loss_giou_2: 0.3133 loss_ce_3: 0.2167 loss_bbox_3: 0.1605 loss_giou_3: 0.3113 loss_ce_4: 0.2072 loss_bbox_4: 0.1528 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:53] d2.utils.events INFO: eta: 6:56:01 iter: 361239 total_loss: 5.177 loss_ce: 0.2247 loss_bbox: 0.1661 loss_giou: 0.3277 loss_ce_0: 0.4486 loss_bbox_0: 0.272 loss_giou_0: 0.4888 loss_ce_1: 0.349 loss_bbox_1: 0.1971 loss_giou_1: 0.3702 loss_ce_2: 0.2855 loss_bbox_2: 0.1766 loss_giou_2: 0.3447 loss_ce_3: 0.2393 loss_bbox_3: 0.1733 loss_giou_3: 0.3365 loss_ce_4: 0.2305 loss_bbox_4: 0.1638 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 18:42:59] d2.utils.events INFO: eta: 6:55:52 iter: 361259 total_loss: 4.758 loss_ce: 0.206 loss_bbox: 0.1622 loss_giou: 0.2856 loss_ce_0: 0.439 loss_bbox_0: 0.2629 loss_giou_0: 0.4431 loss_ce_1: 0.3257 loss_bbox_1: 0.1899 loss_giou_1: 0.3219 loss_ce_2: 0.2575 loss_bbox_2: 0.1711 loss_giou_2: 0.3035 loss_ce_3: 0.2217 loss_bbox_3: 0.1715 loss_giou_3: 0.2998 loss_ce_4: 0.2148 loss_bbox_4: 0.1649 loss_giou_4: 0.2879 time: 0.2800 data_time: 0.0320 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:04] d2.utils.events INFO: eta: 6:55:55 iter: 361279 total_loss: 5.197 loss_ce: 0.2282 loss_bbox: 0.1629 loss_giou: 0.2967 loss_ce_0: 0.448 loss_bbox_0: 0.2776 loss_giou_0: 0.4692 loss_ce_1: 0.331 loss_bbox_1: 0.1955 loss_giou_1: 0.3498 loss_ce_2: 0.2802 loss_bbox_2: 0.1794 loss_giou_2: 0.3139 loss_ce_3: 0.241 loss_bbox_3: 0.1712 loss_giou_3: 0.3087 loss_ce_4: 0.2394 loss_bbox_4: 0.1665 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:10] d2.utils.events INFO: eta: 6:55:54 iter: 361299 total_loss: 4.756 loss_ce: 0.2073 loss_bbox: 0.1555 loss_giou: 0.3017 loss_ce_0: 0.4385 loss_bbox_0: 0.2765 loss_giou_0: 0.4652 loss_ce_1: 0.3212 loss_bbox_1: 0.1894 loss_giou_1: 0.3451 loss_ce_2: 0.2579 loss_bbox_2: 0.174 loss_giou_2: 0.3173 loss_ce_3: 0.2181 loss_bbox_3: 0.164 loss_giou_3: 0.3095 loss_ce_4: 0.2034 loss_bbox_4: 0.1561 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:16] d2.utils.events INFO: eta: 6:55:49 iter: 361319 total_loss: 5.142 loss_ce: 0.2137 loss_bbox: 0.1737 loss_giou: 0.3144 loss_ce_0: 0.4354 loss_bbox_0: 0.2758 loss_giou_0: 0.4653 loss_ce_1: 0.3321 loss_bbox_1: 0.1997 loss_giou_1: 0.3544 loss_ce_2: 0.2815 loss_bbox_2: 0.1864 loss_giou_2: 0.3298 loss_ce_3: 0.249 loss_bbox_3: 0.18 loss_giou_3: 0.3229 loss_ce_4: 0.2236 loss_bbox_4: 0.1765 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:21] d2.utils.events INFO: eta: 6:55:41 iter: 361339 total_loss: 4.651 loss_ce: 0.1933 loss_bbox: 0.1577 loss_giou: 0.2936 loss_ce_0: 0.4275 loss_bbox_0: 0.2663 loss_giou_0: 0.4571 loss_ce_1: 0.3062 loss_bbox_1: 0.1816 loss_giou_1: 0.3384 loss_ce_2: 0.2472 loss_bbox_2: 0.1657 loss_giou_2: 0.3146 loss_ce_3: 0.2168 loss_bbox_3: 0.1609 loss_giou_3: 0.3038 loss_ce_4: 0.196 loss_bbox_4: 0.1573 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:27] d2.utils.events INFO: eta: 6:55:22 iter: 361359 total_loss: 4.915 loss_ce: 0.2193 loss_bbox: 0.1635 loss_giou: 0.2999 loss_ce_0: 0.4333 loss_bbox_0: 0.2697 loss_giou_0: 0.4737 loss_ce_1: 0.3349 loss_bbox_1: 0.1894 loss_giou_1: 0.3471 loss_ce_2: 0.2686 loss_bbox_2: 0.1745 loss_giou_2: 0.3219 loss_ce_3: 0.236 loss_bbox_3: 0.1701 loss_giou_3: 0.3156 loss_ce_4: 0.2186 loss_bbox_4: 0.1669 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:33] d2.utils.events INFO: eta: 6:55:15 iter: 361379 total_loss: 5.013 loss_ce: 0.2315 loss_bbox: 0.1614 loss_giou: 0.3168 loss_ce_0: 0.4483 loss_bbox_0: 0.2787 loss_giou_0: 0.4871 loss_ce_1: 0.3389 loss_bbox_1: 0.1975 loss_giou_1: 0.3603 loss_ce_2: 0.2732 loss_bbox_2: 0.1837 loss_giou_2: 0.342 loss_ce_3: 0.2469 loss_bbox_3: 0.1683 loss_giou_3: 0.3266 loss_ce_4: 0.2256 loss_bbox_4: 0.1666 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:39] d2.utils.events INFO: eta: 6:55:05 iter: 361399 total_loss: 4.882 loss_ce: 0.2009 loss_bbox: 0.1737 loss_giou: 0.3177 loss_ce_0: 0.4302 loss_bbox_0: 0.282 loss_giou_0: 0.4736 loss_ce_1: 0.3136 loss_bbox_1: 0.2069 loss_giou_1: 0.3645 loss_ce_2: 0.2579 loss_bbox_2: 0.1829 loss_giou_2: 0.3416 loss_ce_3: 0.2213 loss_bbox_3: 0.1772 loss_giou_3: 0.3271 loss_ce_4: 0.2041 loss_bbox_4: 0.1745 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:44] d2.utils.events INFO: eta: 6:55:07 iter: 361419 total_loss: 4.996 loss_ce: 0.2124 loss_bbox: 0.1691 loss_giou: 0.3099 loss_ce_0: 0.4214 loss_bbox_0: 0.2698 loss_giou_0: 0.4913 loss_ce_1: 0.3258 loss_bbox_1: 0.1925 loss_giou_1: 0.3633 loss_ce_2: 0.2609 loss_bbox_2: 0.1757 loss_giou_2: 0.3356 loss_ce_3: 0.2285 loss_bbox_3: 0.1759 loss_giou_3: 0.324 loss_ce_4: 0.21 loss_bbox_4: 0.1736 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:50] d2.utils.events INFO: eta: 6:55:01 iter: 361439 total_loss: 4.706 loss_ce: 0.1995 loss_bbox: 0.157 loss_giou: 0.2996 loss_ce_0: 0.4305 loss_bbox_0: 0.2646 loss_giou_0: 0.4783 loss_ce_1: 0.311 loss_bbox_1: 0.1816 loss_giou_1: 0.337 loss_ce_2: 0.2574 loss_bbox_2: 0.1692 loss_giou_2: 0.3191 loss_ce_3: 0.2179 loss_bbox_3: 0.1584 loss_giou_3: 0.3105 loss_ce_4: 0.2035 loss_bbox_4: 0.1596 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 18:43:56] d2.utils.events INFO: eta: 6:55:00 iter: 361459 total_loss: 4.921 loss_ce: 0.2124 loss_bbox: 0.1653 loss_giou: 0.3026 loss_ce_0: 0.4401 loss_bbox_0: 0.2602 loss_giou_0: 0.4743 loss_ce_1: 0.3223 loss_bbox_1: 0.1805 loss_giou_1: 0.3396 loss_ce_2: 0.2675 loss_bbox_2: 0.1754 loss_giou_2: 0.3172 loss_ce_3: 0.2331 loss_bbox_3: 0.1714 loss_giou_3: 0.3087 loss_ce_4: 0.2199 loss_bbox_4: 0.1661 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:01] d2.utils.events INFO: eta: 6:55:06 iter: 361479 total_loss: 4.611 loss_ce: 0.1994 loss_bbox: 0.1651 loss_giou: 0.2918 loss_ce_0: 0.4344 loss_bbox_0: 0.2624 loss_giou_0: 0.4398 loss_ce_1: 0.3111 loss_bbox_1: 0.1912 loss_giou_1: 0.3339 loss_ce_2: 0.2366 loss_bbox_2: 0.1721 loss_giou_2: 0.3061 loss_ce_3: 0.2146 loss_bbox_3: 0.1715 loss_giou_3: 0.2989 loss_ce_4: 0.1995 loss_bbox_4: 0.171 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:07] d2.utils.events INFO: eta: 6:55:05 iter: 361499 total_loss: 4.826 loss_ce: 0.2076 loss_bbox: 0.1532 loss_giou: 0.3063 loss_ce_0: 0.4411 loss_bbox_0: 0.263 loss_giou_0: 0.4949 loss_ce_1: 0.3145 loss_bbox_1: 0.1806 loss_giou_1: 0.3538 loss_ce_2: 0.2619 loss_bbox_2: 0.1654 loss_giou_2: 0.3208 loss_ce_3: 0.2254 loss_bbox_3: 0.159 loss_giou_3: 0.3069 loss_ce_4: 0.2101 loss_bbox_4: 0.1556 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:13] d2.utils.events INFO: eta: 6:54:53 iter: 361519 total_loss: 4.619 loss_ce: 0.1973 loss_bbox: 0.1531 loss_giou: 0.2776 loss_ce_0: 0.4267 loss_bbox_0: 0.2601 loss_giou_0: 0.4559 loss_ce_1: 0.3168 loss_bbox_1: 0.1827 loss_giou_1: 0.3324 loss_ce_2: 0.247 loss_bbox_2: 0.1658 loss_giou_2: 0.3042 loss_ce_3: 0.2179 loss_bbox_3: 0.1589 loss_giou_3: 0.2899 loss_ce_4: 0.2028 loss_bbox_4: 0.1571 loss_giou_4: 0.2824 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:18] d2.utils.events INFO: eta: 6:54:45 iter: 361539 total_loss: 4.747 loss_ce: 0.2168 loss_bbox: 0.1449 loss_giou: 0.3099 loss_ce_0: 0.433 loss_bbox_0: 0.2562 loss_giou_0: 0.4825 loss_ce_1: 0.3298 loss_bbox_1: 0.1711 loss_giou_1: 0.347 loss_ce_2: 0.2675 loss_bbox_2: 0.1571 loss_giou_2: 0.3231 loss_ce_3: 0.2332 loss_bbox_3: 0.1499 loss_giou_3: 0.3196 loss_ce_4: 0.2182 loss_bbox_4: 0.1491 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0331 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:24] d2.utils.events INFO: eta: 6:54:41 iter: 361559 total_loss: 4.836 loss_ce: 0.2137 loss_bbox: 0.1611 loss_giou: 0.2986 loss_ce_0: 0.4341 loss_bbox_0: 0.2747 loss_giou_0: 0.4596 loss_ce_1: 0.3182 loss_bbox_1: 0.1921 loss_giou_1: 0.3418 loss_ce_2: 0.2559 loss_bbox_2: 0.1753 loss_giou_2: 0.3245 loss_ce_3: 0.222 loss_bbox_3: 0.1681 loss_giou_3: 0.3071 loss_ce_4: 0.2096 loss_bbox_4: 0.1631 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:30] d2.utils.events INFO: eta: 6:54:37 iter: 361579 total_loss: 4.75 loss_ce: 0.2154 loss_bbox: 0.151 loss_giou: 0.2952 loss_ce_0: 0.4371 loss_bbox_0: 0.2662 loss_giou_0: 0.4656 loss_ce_1: 0.3188 loss_bbox_1: 0.1828 loss_giou_1: 0.3394 loss_ce_2: 0.2612 loss_bbox_2: 0.1661 loss_giou_2: 0.3125 loss_ce_3: 0.2288 loss_bbox_3: 0.1605 loss_giou_3: 0.301 loss_ce_4: 0.2083 loss_bbox_4: 0.157 loss_giou_4: 0.2992 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:36] d2.utils.events INFO: eta: 6:54:39 iter: 361599 total_loss: 4.865 loss_ce: 0.2269 loss_bbox: 0.1614 loss_giou: 0.3044 loss_ce_0: 0.4336 loss_bbox_0: 0.2747 loss_giou_0: 0.4844 loss_ce_1: 0.3291 loss_bbox_1: 0.1846 loss_giou_1: 0.3549 loss_ce_2: 0.266 loss_bbox_2: 0.1711 loss_giou_2: 0.3244 loss_ce_3: 0.2322 loss_bbox_3: 0.1669 loss_giou_3: 0.3183 loss_ce_4: 0.2254 loss_bbox_4: 0.1619 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:41] d2.utils.events INFO: eta: 6:54:27 iter: 361619 total_loss: 4.593 loss_ce: 0.1974 loss_bbox: 0.1451 loss_giou: 0.2937 loss_ce_0: 0.4364 loss_bbox_0: 0.2652 loss_giou_0: 0.4591 loss_ce_1: 0.3361 loss_bbox_1: 0.1793 loss_giou_1: 0.3354 loss_ce_2: 0.2503 loss_bbox_2: 0.1606 loss_giou_2: 0.3196 loss_ce_3: 0.2134 loss_bbox_3: 0.1542 loss_giou_3: 0.302 loss_ce_4: 0.1977 loss_bbox_4: 0.147 loss_giou_4: 0.2988 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:47] d2.utils.events INFO: eta: 6:54:20 iter: 361639 total_loss: 4.873 loss_ce: 0.2057 loss_bbox: 0.1584 loss_giou: 0.2996 loss_ce_0: 0.4403 loss_bbox_0: 0.2767 loss_giou_0: 0.4818 loss_ce_1: 0.3295 loss_bbox_1: 0.19 loss_giou_1: 0.353 loss_ce_2: 0.2537 loss_bbox_2: 0.1709 loss_giou_2: 0.3156 loss_ce_3: 0.2239 loss_bbox_3: 0.1643 loss_giou_3: 0.306 loss_ce_4: 0.2081 loss_bbox_4: 0.1637 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:53] d2.utils.events INFO: eta: 6:54:11 iter: 361659 total_loss: 4.769 loss_ce: 0.1996 loss_bbox: 0.1591 loss_giou: 0.2915 loss_ce_0: 0.4228 loss_bbox_0: 0.2631 loss_giou_0: 0.4581 loss_ce_1: 0.3043 loss_bbox_1: 0.1872 loss_giou_1: 0.3395 loss_ce_2: 0.2581 loss_bbox_2: 0.1688 loss_giou_2: 0.3063 loss_ce_3: 0.2133 loss_bbox_3: 0.1628 loss_giou_3: 0.303 loss_ce_4: 0.2029 loss_bbox_4: 0.1625 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0332 lr: 2.5e-06 max_mem: 5427M [11/03 18:44:58] d2.utils.events INFO: eta: 6:54:06 iter: 361679 total_loss: 5.022 loss_ce: 0.2279 loss_bbox: 0.1691 loss_giou: 0.3145 loss_ce_0: 0.4516 loss_bbox_0: 0.2859 loss_giou_0: 0.4849 loss_ce_1: 0.3326 loss_bbox_1: 0.1982 loss_giou_1: 0.3536 loss_ce_2: 0.2703 loss_bbox_2: 0.1764 loss_giou_2: 0.3284 loss_ce_3: 0.2412 loss_bbox_3: 0.1729 loss_giou_3: 0.3195 loss_ce_4: 0.2244 loss_bbox_4: 0.1699 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:04] d2.utils.events INFO: eta: 6:54:02 iter: 361699 total_loss: 4.881 loss_ce: 0.2223 loss_bbox: 0.1607 loss_giou: 0.3138 loss_ce_0: 0.4218 loss_bbox_0: 0.2715 loss_giou_0: 0.4811 loss_ce_1: 0.3125 loss_bbox_1: 0.1926 loss_giou_1: 0.3597 loss_ce_2: 0.2746 loss_bbox_2: 0.1735 loss_giou_2: 0.3302 loss_ce_3: 0.2359 loss_bbox_3: 0.166 loss_giou_3: 0.3255 loss_ce_4: 0.2233 loss_bbox_4: 0.167 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:10] d2.utils.events INFO: eta: 6:53:50 iter: 361719 total_loss: 4.928 loss_ce: 0.2219 loss_bbox: 0.1597 loss_giou: 0.3248 loss_ce_0: 0.44 loss_bbox_0: 0.2718 loss_giou_0: 0.4904 loss_ce_1: 0.3314 loss_bbox_1: 0.188 loss_giou_1: 0.3547 loss_ce_2: 0.2656 loss_bbox_2: 0.1705 loss_giou_2: 0.3387 loss_ce_3: 0.2434 loss_bbox_3: 0.1631 loss_giou_3: 0.3303 loss_ce_4: 0.2227 loss_bbox_4: 0.1637 loss_giou_4: 0.3322 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:16] d2.utils.events INFO: eta: 6:53:49 iter: 361739 total_loss: 4.84 loss_ce: 0.2195 loss_bbox: 0.1562 loss_giou: 0.3091 loss_ce_0: 0.437 loss_bbox_0: 0.2718 loss_giou_0: 0.4812 loss_ce_1: 0.3358 loss_bbox_1: 0.1861 loss_giou_1: 0.3529 loss_ce_2: 0.2727 loss_bbox_2: 0.1686 loss_giou_2: 0.3255 loss_ce_3: 0.2402 loss_bbox_3: 0.1585 loss_giou_3: 0.3185 loss_ce_4: 0.2283 loss_bbox_4: 0.1554 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:21] d2.utils.events INFO: eta: 6:53:48 iter: 361759 total_loss: 4.682 loss_ce: 0.2091 loss_bbox: 0.1583 loss_giou: 0.2973 loss_ce_0: 0.4061 loss_bbox_0: 0.2627 loss_giou_0: 0.4577 loss_ce_1: 0.3082 loss_bbox_1: 0.1861 loss_giou_1: 0.337 loss_ce_2: 0.2543 loss_bbox_2: 0.1702 loss_giou_2: 0.3194 loss_ce_3: 0.2237 loss_bbox_3: 0.1648 loss_giou_3: 0.3095 loss_ce_4: 0.21 loss_bbox_4: 0.1632 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0318 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:27] d2.utils.events INFO: eta: 6:53:42 iter: 361779 total_loss: 4.706 loss_ce: 0.1997 loss_bbox: 0.1478 loss_giou: 0.3059 loss_ce_0: 0.4313 loss_bbox_0: 0.2605 loss_giou_0: 0.47 loss_ce_1: 0.3167 loss_bbox_1: 0.1902 loss_giou_1: 0.3516 loss_ce_2: 0.25 loss_bbox_2: 0.1671 loss_giou_2: 0.3277 loss_ce_3: 0.2148 loss_bbox_3: 0.1596 loss_giou_3: 0.3164 loss_ce_4: 0.2018 loss_bbox_4: 0.1539 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:33] d2.utils.events INFO: eta: 6:53:38 iter: 361799 total_loss: 5.053 loss_ce: 0.2114 loss_bbox: 0.17 loss_giou: 0.3075 loss_ce_0: 0.4359 loss_bbox_0: 0.2882 loss_giou_0: 0.4631 loss_ce_1: 0.3232 loss_bbox_1: 0.2056 loss_giou_1: 0.3489 loss_ce_2: 0.2594 loss_bbox_2: 0.1928 loss_giou_2: 0.3218 loss_ce_3: 0.2358 loss_bbox_3: 0.1805 loss_giou_3: 0.316 loss_ce_4: 0.2145 loss_bbox_4: 0.1724 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:38] d2.utils.events INFO: eta: 6:53:29 iter: 361819 total_loss: 5.022 loss_ce: 0.2115 loss_bbox: 0.1807 loss_giou: 0.3107 loss_ce_0: 0.423 loss_bbox_0: 0.2813 loss_giou_0: 0.4571 loss_ce_1: 0.3169 loss_bbox_1: 0.2093 loss_giou_1: 0.3496 loss_ce_2: 0.2581 loss_bbox_2: 0.1927 loss_giou_2: 0.3326 loss_ce_3: 0.2444 loss_bbox_3: 0.1884 loss_giou_3: 0.3189 loss_ce_4: 0.2221 loss_bbox_4: 0.1826 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:44] d2.utils.events INFO: eta: 6:53:24 iter: 361839 total_loss: 4.938 loss_ce: 0.2124 loss_bbox: 0.1551 loss_giou: 0.3081 loss_ce_0: 0.4363 loss_bbox_0: 0.249 loss_giou_0: 0.4769 loss_ce_1: 0.3211 loss_bbox_1: 0.1816 loss_giou_1: 0.3533 loss_ce_2: 0.2652 loss_bbox_2: 0.1687 loss_giou_2: 0.3267 loss_ce_3: 0.2317 loss_bbox_3: 0.1593 loss_giou_3: 0.3218 loss_ce_4: 0.2114 loss_bbox_4: 0.1584 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:50] d2.utils.events INFO: eta: 6:53:24 iter: 361859 total_loss: 4.847 loss_ce: 0.2087 loss_bbox: 0.1577 loss_giou: 0.3079 loss_ce_0: 0.4303 loss_bbox_0: 0.27 loss_giou_0: 0.4861 loss_ce_1: 0.3202 loss_bbox_1: 0.1851 loss_giou_1: 0.3562 loss_ce_2: 0.2598 loss_bbox_2: 0.1683 loss_giou_2: 0.3308 loss_ce_3: 0.2275 loss_bbox_3: 0.1653 loss_giou_3: 0.314 loss_ce_4: 0.2131 loss_bbox_4: 0.16 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 18:45:55] d2.utils.events INFO: eta: 6:53:14 iter: 361879 total_loss: 4.701 loss_ce: 0.213 loss_bbox: 0.1611 loss_giou: 0.2929 loss_ce_0: 0.4254 loss_bbox_0: 0.2516 loss_giou_0: 0.4462 loss_ce_1: 0.3173 loss_bbox_1: 0.1849 loss_giou_1: 0.3306 loss_ce_2: 0.2619 loss_bbox_2: 0.1687 loss_giou_2: 0.3006 loss_ce_3: 0.233 loss_bbox_3: 0.1681 loss_giou_3: 0.2978 loss_ce_4: 0.2152 loss_bbox_4: 0.1636 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:01] d2.utils.events INFO: eta: 6:53:02 iter: 361899 total_loss: 4.947 loss_ce: 0.2259 loss_bbox: 0.1533 loss_giou: 0.3028 loss_ce_0: 0.448 loss_bbox_0: 0.2666 loss_giou_0: 0.4762 loss_ce_1: 0.3417 loss_bbox_1: 0.1887 loss_giou_1: 0.3525 loss_ce_2: 0.2787 loss_bbox_2: 0.1702 loss_giou_2: 0.3262 loss_ce_3: 0.2576 loss_bbox_3: 0.1626 loss_giou_3: 0.3152 loss_ce_4: 0.2328 loss_bbox_4: 0.1575 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:07] d2.utils.events INFO: eta: 6:52:57 iter: 361919 total_loss: 4.739 loss_ce: 0.1996 loss_bbox: 0.1689 loss_giou: 0.2896 loss_ce_0: 0.4246 loss_bbox_0: 0.2769 loss_giou_0: 0.4364 loss_ce_1: 0.3032 loss_bbox_1: 0.1943 loss_giou_1: 0.3346 loss_ce_2: 0.2391 loss_bbox_2: 0.1798 loss_giou_2: 0.311 loss_ce_3: 0.2092 loss_bbox_3: 0.1755 loss_giou_3: 0.2989 loss_ce_4: 0.1982 loss_bbox_4: 0.1704 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:12] d2.utils.events INFO: eta: 6:52:59 iter: 361939 total_loss: 4.879 loss_ce: 0.2095 loss_bbox: 0.1552 loss_giou: 0.3155 loss_ce_0: 0.435 loss_bbox_0: 0.2648 loss_giou_0: 0.4764 loss_ce_1: 0.329 loss_bbox_1: 0.18 loss_giou_1: 0.3521 loss_ce_2: 0.2556 loss_bbox_2: 0.1667 loss_giou_2: 0.3329 loss_ce_3: 0.2254 loss_bbox_3: 0.1625 loss_giou_3: 0.3182 loss_ce_4: 0.2145 loss_bbox_4: 0.1568 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:18] d2.utils.events INFO: eta: 6:53:10 iter: 361959 total_loss: 5.008 loss_ce: 0.2229 loss_bbox: 0.162 loss_giou: 0.3177 loss_ce_0: 0.4397 loss_bbox_0: 0.2634 loss_giou_0: 0.4909 loss_ce_1: 0.3318 loss_bbox_1: 0.1918 loss_giou_1: 0.3703 loss_ce_2: 0.2658 loss_bbox_2: 0.1775 loss_giou_2: 0.3369 loss_ce_3: 0.2441 loss_bbox_3: 0.1731 loss_giou_3: 0.3305 loss_ce_4: 0.2271 loss_bbox_4: 0.1664 loss_giou_4: 0.3242 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:24] d2.utils.events INFO: eta: 6:52:46 iter: 361979 total_loss: 4.979 loss_ce: 0.2325 loss_bbox: 0.1586 loss_giou: 0.3244 loss_ce_0: 0.4407 loss_bbox_0: 0.2565 loss_giou_0: 0.4932 loss_ce_1: 0.3241 loss_bbox_1: 0.179 loss_giou_1: 0.3592 loss_ce_2: 0.2712 loss_bbox_2: 0.1653 loss_giou_2: 0.339 loss_ce_3: 0.241 loss_bbox_3: 0.1585 loss_giou_3: 0.3291 loss_ce_4: 0.2315 loss_bbox_4: 0.161 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:30] d2.utils.events INFO: eta: 6:52:49 iter: 361999 total_loss: 4.916 loss_ce: 0.2088 loss_bbox: 0.1589 loss_giou: 0.3207 loss_ce_0: 0.4475 loss_bbox_0: 0.2587 loss_giou_0: 0.486 loss_ce_1: 0.3329 loss_bbox_1: 0.1951 loss_giou_1: 0.3577 loss_ce_2: 0.2767 loss_bbox_2: 0.1727 loss_giou_2: 0.3316 loss_ce_3: 0.2341 loss_bbox_3: 0.1619 loss_giou_3: 0.3236 loss_ce_4: 0.2085 loss_bbox_4: 0.1605 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:35] d2.utils.events INFO: eta: 6:52:53 iter: 362019 total_loss: 4.803 loss_ce: 0.2033 loss_bbox: 0.1618 loss_giou: 0.3085 loss_ce_0: 0.4341 loss_bbox_0: 0.2696 loss_giou_0: 0.4727 loss_ce_1: 0.3148 loss_bbox_1: 0.1863 loss_giou_1: 0.3516 loss_ce_2: 0.2567 loss_bbox_2: 0.1728 loss_giou_2: 0.3289 loss_ce_3: 0.2277 loss_bbox_3: 0.1656 loss_giou_3: 0.3198 loss_ce_4: 0.2077 loss_bbox_4: 0.1613 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:41] d2.utils.events INFO: eta: 6:52:52 iter: 362039 total_loss: 4.769 loss_ce: 0.2102 loss_bbox: 0.1672 loss_giou: 0.2888 loss_ce_0: 0.433 loss_bbox_0: 0.2691 loss_giou_0: 0.4721 loss_ce_1: 0.3321 loss_bbox_1: 0.1926 loss_giou_1: 0.328 loss_ce_2: 0.2697 loss_bbox_2: 0.1732 loss_giou_2: 0.3054 loss_ce_3: 0.2321 loss_bbox_3: 0.1704 loss_giou_3: 0.2926 loss_ce_4: 0.2181 loss_bbox_4: 0.1657 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:47] d2.utils.events INFO: eta: 6:52:48 iter: 362059 total_loss: 4.806 loss_ce: 0.2007 loss_bbox: 0.1552 loss_giou: 0.3098 loss_ce_0: 0.4228 loss_bbox_0: 0.2615 loss_giou_0: 0.4808 loss_ce_1: 0.3185 loss_bbox_1: 0.1854 loss_giou_1: 0.344 loss_ce_2: 0.2629 loss_bbox_2: 0.1662 loss_giou_2: 0.325 loss_ce_3: 0.2313 loss_bbox_3: 0.1581 loss_giou_3: 0.321 loss_ce_4: 0.2054 loss_bbox_4: 0.1547 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:52] d2.utils.events INFO: eta: 6:52:30 iter: 362079 total_loss: 4.684 loss_ce: 0.2056 loss_bbox: 0.1505 loss_giou: 0.3017 loss_ce_0: 0.424 loss_bbox_0: 0.2617 loss_giou_0: 0.4594 loss_ce_1: 0.3075 loss_bbox_1: 0.1838 loss_giou_1: 0.3364 loss_ce_2: 0.2449 loss_bbox_2: 0.1647 loss_giou_2: 0.3153 loss_ce_3: 0.2162 loss_bbox_3: 0.1599 loss_giou_3: 0.3093 loss_ce_4: 0.2118 loss_bbox_4: 0.1562 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 18:46:58] d2.utils.events INFO: eta: 6:52:30 iter: 362099 total_loss: 4.627 loss_ce: 0.2061 loss_bbox: 0.1544 loss_giou: 0.2745 loss_ce_0: 0.4363 loss_bbox_0: 0.2655 loss_giou_0: 0.4507 loss_ce_1: 0.3302 loss_bbox_1: 0.1878 loss_giou_1: 0.3239 loss_ce_2: 0.264 loss_bbox_2: 0.167 loss_giou_2: 0.2977 loss_ce_3: 0.2207 loss_bbox_3: 0.1597 loss_giou_3: 0.2811 loss_ce_4: 0.2062 loss_bbox_4: 0.1547 loss_giou_4: 0.2789 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:04] d2.utils.events INFO: eta: 6:52:04 iter: 362119 total_loss: 4.697 loss_ce: 0.2065 loss_bbox: 0.1537 loss_giou: 0.2809 loss_ce_0: 0.4318 loss_bbox_0: 0.2585 loss_giou_0: 0.4347 loss_ce_1: 0.3182 loss_bbox_1: 0.177 loss_giou_1: 0.319 loss_ce_2: 0.2634 loss_bbox_2: 0.1604 loss_giou_2: 0.2978 loss_ce_3: 0.2223 loss_bbox_3: 0.1596 loss_giou_3: 0.2921 loss_ce_4: 0.211 loss_bbox_4: 0.1558 loss_giou_4: 0.2856 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:09] d2.utils.events INFO: eta: 6:51:58 iter: 362139 total_loss: 5.089 loss_ce: 0.2323 loss_bbox: 0.1648 loss_giou: 0.3146 loss_ce_0: 0.4594 loss_bbox_0: 0.2872 loss_giou_0: 0.4719 loss_ce_1: 0.3527 loss_bbox_1: 0.1995 loss_giou_1: 0.3614 loss_ce_2: 0.2849 loss_bbox_2: 0.1803 loss_giou_2: 0.3315 loss_ce_3: 0.2478 loss_bbox_3: 0.1753 loss_giou_3: 0.325 loss_ce_4: 0.2341 loss_bbox_4: 0.1693 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:15] d2.utils.events INFO: eta: 6:51:49 iter: 362159 total_loss: 4.921 loss_ce: 0.2014 loss_bbox: 0.1605 loss_giou: 0.3095 loss_ce_0: 0.43 loss_bbox_0: 0.2709 loss_giou_0: 0.4825 loss_ce_1: 0.3178 loss_bbox_1: 0.1957 loss_giou_1: 0.3717 loss_ce_2: 0.2556 loss_bbox_2: 0.1804 loss_giou_2: 0.3395 loss_ce_3: 0.222 loss_bbox_3: 0.1678 loss_giou_3: 0.3221 loss_ce_4: 0.2093 loss_bbox_4: 0.1638 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:21] d2.utils.events INFO: eta: 6:51:45 iter: 362179 total_loss: 5.022 loss_ce: 0.2211 loss_bbox: 0.1666 loss_giou: 0.3261 loss_ce_0: 0.4383 loss_bbox_0: 0.2704 loss_giou_0: 0.4997 loss_ce_1: 0.3328 loss_bbox_1: 0.1928 loss_giou_1: 0.3624 loss_ce_2: 0.2662 loss_bbox_2: 0.1822 loss_giou_2: 0.3455 loss_ce_3: 0.2398 loss_bbox_3: 0.1773 loss_giou_3: 0.3344 loss_ce_4: 0.2131 loss_bbox_4: 0.1732 loss_giou_4: 0.3334 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:27] d2.utils.events INFO: eta: 6:51:38 iter: 362199 total_loss: 4.851 loss_ce: 0.2038 loss_bbox: 0.1613 loss_giou: 0.3002 loss_ce_0: 0.4349 loss_bbox_0: 0.271 loss_giou_0: 0.4558 loss_ce_1: 0.327 loss_bbox_1: 0.1931 loss_giou_1: 0.3498 loss_ce_2: 0.2526 loss_bbox_2: 0.1715 loss_giou_2: 0.3254 loss_ce_3: 0.2218 loss_bbox_3: 0.1662 loss_giou_3: 0.317 loss_ce_4: 0.2101 loss_bbox_4: 0.162 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0333 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:32] d2.utils.events INFO: eta: 6:51:34 iter: 362219 total_loss: 5.081 loss_ce: 0.2271 loss_bbox: 0.1592 loss_giou: 0.3212 loss_ce_0: 0.4397 loss_bbox_0: 0.2759 loss_giou_0: 0.4834 loss_ce_1: 0.3443 loss_bbox_1: 0.1898 loss_giou_1: 0.3593 loss_ce_2: 0.2728 loss_bbox_2: 0.1712 loss_giou_2: 0.3337 loss_ce_3: 0.2515 loss_bbox_3: 0.1656 loss_giou_3: 0.3318 loss_ce_4: 0.2278 loss_bbox_4: 0.1587 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:38] d2.utils.events INFO: eta: 6:51:28 iter: 362239 total_loss: 4.895 loss_ce: 0.2174 loss_bbox: 0.1612 loss_giou: 0.3047 loss_ce_0: 0.4324 loss_bbox_0: 0.2721 loss_giou_0: 0.4603 loss_ce_1: 0.3216 loss_bbox_1: 0.1892 loss_giou_1: 0.3447 loss_ce_2: 0.2599 loss_bbox_2: 0.1733 loss_giou_2: 0.3197 loss_ce_3: 0.23 loss_bbox_3: 0.1672 loss_giou_3: 0.3138 loss_ce_4: 0.2173 loss_bbox_4: 0.1656 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:44] d2.utils.events INFO: eta: 6:51:25 iter: 362259 total_loss: 4.866 loss_ce: 0.2058 loss_bbox: 0.1552 loss_giou: 0.2925 loss_ce_0: 0.4535 loss_bbox_0: 0.2742 loss_giou_0: 0.458 loss_ce_1: 0.3272 loss_bbox_1: 0.1814 loss_giou_1: 0.3335 loss_ce_2: 0.257 loss_bbox_2: 0.1677 loss_giou_2: 0.3072 loss_ce_3: 0.2286 loss_bbox_3: 0.1621 loss_giou_3: 0.2976 loss_ce_4: 0.2091 loss_bbox_4: 0.157 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:50] d2.utils.events INFO: eta: 6:51:09 iter: 362279 total_loss: 4.607 loss_ce: 0.2011 loss_bbox: 0.1479 loss_giou: 0.2833 loss_ce_0: 0.4254 loss_bbox_0: 0.25 loss_giou_0: 0.4347 loss_ce_1: 0.3176 loss_bbox_1: 0.1672 loss_giou_1: 0.3219 loss_ce_2: 0.2458 loss_bbox_2: 0.1535 loss_giou_2: 0.2906 loss_ce_3: 0.2196 loss_bbox_3: 0.1507 loss_giou_3: 0.29 loss_ce_4: 0.2033 loss_bbox_4: 0.1507 loss_giou_4: 0.2892 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 18:47:55] d2.utils.events INFO: eta: 6:51:14 iter: 362299 total_loss: 4.552 loss_ce: 0.1971 loss_bbox: 0.1528 loss_giou: 0.2948 loss_ce_0: 0.4221 loss_bbox_0: 0.2648 loss_giou_0: 0.4506 loss_ce_1: 0.3027 loss_bbox_1: 0.1791 loss_giou_1: 0.3362 loss_ce_2: 0.2367 loss_bbox_2: 0.1652 loss_giou_2: 0.3146 loss_ce_3: 0.2129 loss_bbox_3: 0.1541 loss_giou_3: 0.3053 loss_ce_4: 0.1987 loss_bbox_4: 0.1531 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:01] d2.utils.events INFO: eta: 6:50:57 iter: 362319 total_loss: 5.321 loss_ce: 0.2356 loss_bbox: 0.162 loss_giou: 0.3328 loss_ce_0: 0.4628 loss_bbox_0: 0.2741 loss_giou_0: 0.5137 loss_ce_1: 0.3449 loss_bbox_1: 0.1931 loss_giou_1: 0.3897 loss_ce_2: 0.2804 loss_bbox_2: 0.1728 loss_giou_2: 0.3544 loss_ce_3: 0.2557 loss_bbox_3: 0.169 loss_giou_3: 0.3412 loss_ce_4: 0.2359 loss_bbox_4: 0.1671 loss_giou_4: 0.3403 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:07] d2.utils.events INFO: eta: 6:50:54 iter: 362339 total_loss: 4.837 loss_ce: 0.21 loss_bbox: 0.1546 loss_giou: 0.2965 loss_ce_0: 0.4473 loss_bbox_0: 0.267 loss_giou_0: 0.4583 loss_ce_1: 0.3248 loss_bbox_1: 0.1914 loss_giou_1: 0.3495 loss_ce_2: 0.2646 loss_bbox_2: 0.1745 loss_giou_2: 0.3232 loss_ce_3: 0.2256 loss_bbox_3: 0.1687 loss_giou_3: 0.3168 loss_ce_4: 0.2181 loss_bbox_4: 0.1591 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:12] d2.utils.events INFO: eta: 6:50:46 iter: 362359 total_loss: 4.834 loss_ce: 0.2236 loss_bbox: 0.1673 loss_giou: 0.2968 loss_ce_0: 0.454 loss_bbox_0: 0.2874 loss_giou_0: 0.4631 loss_ce_1: 0.347 loss_bbox_1: 0.1993 loss_giou_1: 0.3366 loss_ce_2: 0.2758 loss_bbox_2: 0.1826 loss_giou_2: 0.3176 loss_ce_3: 0.2291 loss_bbox_3: 0.1711 loss_giou_3: 0.3041 loss_ce_4: 0.2232 loss_bbox_4: 0.1694 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:18] d2.utils.events INFO: eta: 6:50:40 iter: 362379 total_loss: 5.058 loss_ce: 0.2153 loss_bbox: 0.1522 loss_giou: 0.3114 loss_ce_0: 0.4561 loss_bbox_0: 0.2654 loss_giou_0: 0.4852 loss_ce_1: 0.3309 loss_bbox_1: 0.1886 loss_giou_1: 0.3618 loss_ce_2: 0.2668 loss_bbox_2: 0.1699 loss_giou_2: 0.33 loss_ce_3: 0.2372 loss_bbox_3: 0.1634 loss_giou_3: 0.3185 loss_ce_4: 0.218 loss_bbox_4: 0.1565 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:24] d2.utils.events INFO: eta: 6:50:35 iter: 362399 total_loss: 4.566 loss_ce: 0.2002 loss_bbox: 0.1533 loss_giou: 0.2823 loss_ce_0: 0.4268 loss_bbox_0: 0.2603 loss_giou_0: 0.4439 loss_ce_1: 0.3209 loss_bbox_1: 0.1824 loss_giou_1: 0.3235 loss_ce_2: 0.2498 loss_bbox_2: 0.1667 loss_giou_2: 0.31 loss_ce_3: 0.2126 loss_bbox_3: 0.1579 loss_giou_3: 0.2961 loss_ce_4: 0.2015 loss_bbox_4: 0.1541 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:29] d2.utils.events INFO: eta: 6:50:26 iter: 362419 total_loss: 4.913 loss_ce: 0.2114 loss_bbox: 0.1623 loss_giou: 0.2881 loss_ce_0: 0.4415 loss_bbox_0: 0.2777 loss_giou_0: 0.4632 loss_ce_1: 0.3239 loss_bbox_1: 0.1963 loss_giou_1: 0.3344 loss_ce_2: 0.268 loss_bbox_2: 0.1803 loss_giou_2: 0.3081 loss_ce_3: 0.2312 loss_bbox_3: 0.1765 loss_giou_3: 0.2935 loss_ce_4: 0.2119 loss_bbox_4: 0.1661 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:35] d2.utils.events INFO: eta: 6:50:24 iter: 362439 total_loss: 4.616 loss_ce: 0.2143 loss_bbox: 0.1475 loss_giou: 0.2886 loss_ce_0: 0.4169 loss_bbox_0: 0.2564 loss_giou_0: 0.4521 loss_ce_1: 0.3098 loss_bbox_1: 0.1788 loss_giou_1: 0.3265 loss_ce_2: 0.2552 loss_bbox_2: 0.1597 loss_giou_2: 0.303 loss_ce_3: 0.2241 loss_bbox_3: 0.1561 loss_giou_3: 0.2998 loss_ce_4: 0.2152 loss_bbox_4: 0.1495 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:41] d2.utils.events INFO: eta: 6:50:18 iter: 362459 total_loss: 4.864 loss_ce: 0.214 loss_bbox: 0.1532 loss_giou: 0.3092 loss_ce_0: 0.4328 loss_bbox_0: 0.2619 loss_giou_0: 0.4865 loss_ce_1: 0.3232 loss_bbox_1: 0.1829 loss_giou_1: 0.3523 loss_ce_2: 0.2643 loss_bbox_2: 0.1636 loss_giou_2: 0.3214 loss_ce_3: 0.2232 loss_bbox_3: 0.1574 loss_giou_3: 0.316 loss_ce_4: 0.2165 loss_bbox_4: 0.1521 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:46] d2.utils.events INFO: eta: 6:50:09 iter: 362479 total_loss: 4.899 loss_ce: 0.2063 loss_bbox: 0.174 loss_giou: 0.3066 loss_ce_0: 0.4331 loss_bbox_0: 0.2808 loss_giou_0: 0.4694 loss_ce_1: 0.3087 loss_bbox_1: 0.2003 loss_giou_1: 0.349 loss_ce_2: 0.2636 loss_bbox_2: 0.1812 loss_giou_2: 0.3235 loss_ce_3: 0.2292 loss_bbox_3: 0.1789 loss_giou_3: 0.3172 loss_ce_4: 0.2192 loss_bbox_4: 0.174 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:52] d2.utils.events INFO: eta: 6:50:04 iter: 362499 total_loss: 5.021 loss_ce: 0.2053 loss_bbox: 0.1657 loss_giou: 0.3128 loss_ce_0: 0.4274 loss_bbox_0: 0.2836 loss_giou_0: 0.4879 loss_ce_1: 0.338 loss_bbox_1: 0.1989 loss_giou_1: 0.3661 loss_ce_2: 0.2681 loss_bbox_2: 0.179 loss_giou_2: 0.3276 loss_ce_3: 0.2319 loss_bbox_3: 0.1735 loss_giou_3: 0.3174 loss_ce_4: 0.207 loss_bbox_4: 0.1668 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:48:58] d2.utils.events INFO: eta: 6:50:07 iter: 362519 total_loss: 4.768 loss_ce: 0.2077 loss_bbox: 0.1525 loss_giou: 0.3006 loss_ce_0: 0.4392 loss_bbox_0: 0.2548 loss_giou_0: 0.4709 loss_ce_1: 0.3128 loss_bbox_1: 0.1748 loss_giou_1: 0.3317 loss_ce_2: 0.2667 loss_bbox_2: 0.1554 loss_giou_2: 0.3148 loss_ce_3: 0.2315 loss_bbox_3: 0.1491 loss_giou_3: 0.3012 loss_ce_4: 0.2083 loss_bbox_4: 0.1484 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0190 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:03] d2.utils.events INFO: eta: 6:49:58 iter: 362539 total_loss: 4.788 loss_ce: 0.2085 loss_bbox: 0.1574 loss_giou: 0.2937 loss_ce_0: 0.4451 loss_bbox_0: 0.2665 loss_giou_0: 0.4693 loss_ce_1: 0.3136 loss_bbox_1: 0.1858 loss_giou_1: 0.3343 loss_ce_2: 0.255 loss_bbox_2: 0.1674 loss_giou_2: 0.3118 loss_ce_3: 0.2198 loss_bbox_3: 0.1625 loss_giou_3: 0.3059 loss_ce_4: 0.2132 loss_bbox_4: 0.1596 loss_giou_4: 0.297 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:09] d2.utils.events INFO: eta: 6:49:52 iter: 362559 total_loss: 5.268 loss_ce: 0.2452 loss_bbox: 0.1621 loss_giou: 0.3283 loss_ce_0: 0.4531 loss_bbox_0: 0.2768 loss_giou_0: 0.5128 loss_ce_1: 0.3498 loss_bbox_1: 0.1885 loss_giou_1: 0.3648 loss_ce_2: 0.287 loss_bbox_2: 0.1781 loss_giou_2: 0.3478 loss_ce_3: 0.2558 loss_bbox_3: 0.172 loss_giou_3: 0.3384 loss_ce_4: 0.2508 loss_bbox_4: 0.1645 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:15] d2.utils.events INFO: eta: 6:49:53 iter: 362579 total_loss: 5.183 loss_ce: 0.2371 loss_bbox: 0.1606 loss_giou: 0.3301 loss_ce_0: 0.4491 loss_bbox_0: 0.2722 loss_giou_0: 0.5022 loss_ce_1: 0.3422 loss_bbox_1: 0.1898 loss_giou_1: 0.3763 loss_ce_2: 0.2885 loss_bbox_2: 0.169 loss_giou_2: 0.3529 loss_ce_3: 0.2633 loss_bbox_3: 0.1673 loss_giou_3: 0.3366 loss_ce_4: 0.2433 loss_bbox_4: 0.1617 loss_giou_4: 0.335 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:20] d2.utils.events INFO: eta: 6:49:37 iter: 362599 total_loss: 4.771 loss_ce: 0.1911 loss_bbox: 0.1507 loss_giou: 0.2912 loss_ce_0: 0.4224 loss_bbox_0: 0.2682 loss_giou_0: 0.4497 loss_ce_1: 0.3214 loss_bbox_1: 0.1842 loss_giou_1: 0.3331 loss_ce_2: 0.2531 loss_bbox_2: 0.1596 loss_giou_2: 0.3108 loss_ce_3: 0.2135 loss_bbox_3: 0.1504 loss_giou_3: 0.3003 loss_ce_4: 0.1891 loss_bbox_4: 0.1469 loss_giou_4: 0.2993 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:26] d2.utils.events INFO: eta: 6:49:33 iter: 362619 total_loss: 4.991 loss_ce: 0.2258 loss_bbox: 0.1569 loss_giou: 0.311 loss_ce_0: 0.4456 loss_bbox_0: 0.2693 loss_giou_0: 0.4989 loss_ce_1: 0.3348 loss_bbox_1: 0.1863 loss_giou_1: 0.3719 loss_ce_2: 0.2699 loss_bbox_2: 0.1668 loss_giou_2: 0.3412 loss_ce_3: 0.2422 loss_bbox_3: 0.1604 loss_giou_3: 0.3241 loss_ce_4: 0.2343 loss_bbox_4: 0.1584 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:32] d2.utils.events INFO: eta: 6:49:32 iter: 362639 total_loss: 4.933 loss_ce: 0.2191 loss_bbox: 0.1526 loss_giou: 0.2907 loss_ce_0: 0.4436 loss_bbox_0: 0.2639 loss_giou_0: 0.4719 loss_ce_1: 0.3341 loss_bbox_1: 0.1825 loss_giou_1: 0.3313 loss_ce_2: 0.2773 loss_bbox_2: 0.1623 loss_giou_2: 0.306 loss_ce_3: 0.24 loss_bbox_3: 0.1559 loss_giou_3: 0.2968 loss_ce_4: 0.2248 loss_bbox_4: 0.1541 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:38] d2.utils.events INFO: eta: 6:49:24 iter: 362659 total_loss: 5.067 loss_ce: 0.2147 loss_bbox: 0.1686 loss_giou: 0.3084 loss_ce_0: 0.4356 loss_bbox_0: 0.2724 loss_giou_0: 0.4538 loss_ce_1: 0.3254 loss_bbox_1: 0.1928 loss_giou_1: 0.3405 loss_ce_2: 0.2645 loss_bbox_2: 0.1824 loss_giou_2: 0.3201 loss_ce_3: 0.232 loss_bbox_3: 0.1748 loss_giou_3: 0.315 loss_ce_4: 0.2159 loss_bbox_4: 0.1709 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:43] d2.utils.events INFO: eta: 6:49:18 iter: 362679 total_loss: 4.92 loss_ce: 0.2058 loss_bbox: 0.1465 loss_giou: 0.2958 loss_ce_0: 0.433 loss_bbox_0: 0.2627 loss_giou_0: 0.4606 loss_ce_1: 0.3281 loss_bbox_1: 0.1774 loss_giou_1: 0.3375 loss_ce_2: 0.2537 loss_bbox_2: 0.1594 loss_giou_2: 0.3092 loss_ce_3: 0.2335 loss_bbox_3: 0.1524 loss_giou_3: 0.3067 loss_ce_4: 0.213 loss_bbox_4: 0.1489 loss_giou_4: 0.2967 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:49] d2.utils.events INFO: eta: 6:49:16 iter: 362699 total_loss: 4.885 loss_ce: 0.2098 loss_bbox: 0.1617 loss_giou: 0.3233 loss_ce_0: 0.4461 loss_bbox_0: 0.2621 loss_giou_0: 0.49 loss_ce_1: 0.3243 loss_bbox_1: 0.1933 loss_giou_1: 0.3585 loss_ce_2: 0.2523 loss_bbox_2: 0.182 loss_giou_2: 0.3369 loss_ce_3: 0.2258 loss_bbox_3: 0.1746 loss_giou_3: 0.3289 loss_ce_4: 0.2127 loss_bbox_4: 0.1639 loss_giou_4: 0.3259 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 18:49:55] d2.utils.events INFO: eta: 6:49:17 iter: 362719 total_loss: 5.162 loss_ce: 0.221 loss_bbox: 0.1647 loss_giou: 0.3145 loss_ce_0: 0.4535 loss_bbox_0: 0.2768 loss_giou_0: 0.4623 loss_ce_1: 0.3355 loss_bbox_1: 0.2073 loss_giou_1: 0.366 loss_ce_2: 0.2753 loss_bbox_2: 0.1902 loss_giou_2: 0.3302 loss_ce_3: 0.2414 loss_bbox_3: 0.1745 loss_giou_3: 0.324 loss_ce_4: 0.2287 loss_bbox_4: 0.1682 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:00] d2.utils.events INFO: eta: 6:49:11 iter: 362739 total_loss: 4.886 loss_ce: 0.2168 loss_bbox: 0.1604 loss_giou: 0.2894 loss_ce_0: 0.4319 loss_bbox_0: 0.2678 loss_giou_0: 0.4555 loss_ce_1: 0.3303 loss_bbox_1: 0.1888 loss_giou_1: 0.3425 loss_ce_2: 0.2761 loss_bbox_2: 0.1782 loss_giou_2: 0.312 loss_ce_3: 0.2357 loss_bbox_3: 0.1686 loss_giou_3: 0.3007 loss_ce_4: 0.2161 loss_bbox_4: 0.1606 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:06] d2.utils.events INFO: eta: 6:48:56 iter: 362759 total_loss: 4.704 loss_ce: 0.2095 loss_bbox: 0.1474 loss_giou: 0.294 loss_ce_0: 0.4316 loss_bbox_0: 0.2506 loss_giou_0: 0.4663 loss_ce_1: 0.3214 loss_bbox_1: 0.1808 loss_giou_1: 0.3428 loss_ce_2: 0.251 loss_bbox_2: 0.1645 loss_giou_2: 0.3215 loss_ce_3: 0.2151 loss_bbox_3: 0.1576 loss_giou_3: 0.3126 loss_ce_4: 0.2013 loss_bbox_4: 0.1508 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:12] d2.utils.events INFO: eta: 6:48:45 iter: 362779 total_loss: 5.155 loss_ce: 0.2276 loss_bbox: 0.1775 loss_giou: 0.3264 loss_ce_0: 0.4449 loss_bbox_0: 0.2898 loss_giou_0: 0.463 loss_ce_1: 0.338 loss_bbox_1: 0.2119 loss_giou_1: 0.3667 loss_ce_2: 0.2924 loss_bbox_2: 0.1902 loss_giou_2: 0.3348 loss_ce_3: 0.2402 loss_bbox_3: 0.1844 loss_giou_3: 0.3306 loss_ce_4: 0.2256 loss_bbox_4: 0.1805 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:18] d2.utils.events INFO: eta: 6:48:35 iter: 362799 total_loss: 4.776 loss_ce: 0.2149 loss_bbox: 0.1566 loss_giou: 0.3003 loss_ce_0: 0.4343 loss_bbox_0: 0.2656 loss_giou_0: 0.4505 loss_ce_1: 0.3291 loss_bbox_1: 0.1822 loss_giou_1: 0.3377 loss_ce_2: 0.2644 loss_bbox_2: 0.1694 loss_giou_2: 0.3186 loss_ce_3: 0.2323 loss_bbox_3: 0.163 loss_giou_3: 0.3067 loss_ce_4: 0.2179 loss_bbox_4: 0.1574 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:23] d2.utils.events INFO: eta: 6:48:29 iter: 362819 total_loss: 5.003 loss_ce: 0.2281 loss_bbox: 0.1513 loss_giou: 0.3233 loss_ce_0: 0.452 loss_bbox_0: 0.2645 loss_giou_0: 0.4888 loss_ce_1: 0.3423 loss_bbox_1: 0.1789 loss_giou_1: 0.3603 loss_ce_2: 0.2817 loss_bbox_2: 0.1651 loss_giou_2: 0.336 loss_ce_3: 0.2464 loss_bbox_3: 0.1594 loss_giou_3: 0.3319 loss_ce_4: 0.2257 loss_bbox_4: 0.155 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:29] d2.utils.events INFO: eta: 6:48:17 iter: 362839 total_loss: 4.838 loss_ce: 0.206 loss_bbox: 0.1608 loss_giou: 0.2835 loss_ce_0: 0.4201 loss_bbox_0: 0.2692 loss_giou_0: 0.4749 loss_ce_1: 0.315 loss_bbox_1: 0.1861 loss_giou_1: 0.346 loss_ce_2: 0.2487 loss_bbox_2: 0.1744 loss_giou_2: 0.3127 loss_ce_3: 0.2158 loss_bbox_3: 0.1666 loss_giou_3: 0.3059 loss_ce_4: 0.2109 loss_bbox_4: 0.1616 loss_giou_4: 0.2943 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:35] d2.utils.events INFO: eta: 6:48:10 iter: 362859 total_loss: 4.827 loss_ce: 0.2031 loss_bbox: 0.1516 loss_giou: 0.3091 loss_ce_0: 0.4215 loss_bbox_0: 0.26 loss_giou_0: 0.4656 loss_ce_1: 0.32 loss_bbox_1: 0.1742 loss_giou_1: 0.3435 loss_ce_2: 0.252 loss_bbox_2: 0.1622 loss_giou_2: 0.3219 loss_ce_3: 0.218 loss_bbox_3: 0.1571 loss_giou_3: 0.3181 loss_ce_4: 0.2048 loss_bbox_4: 0.1551 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:41] d2.utils.events INFO: eta: 6:48:12 iter: 362879 total_loss: 4.956 loss_ce: 0.2154 loss_bbox: 0.1627 loss_giou: 0.3167 loss_ce_0: 0.4373 loss_bbox_0: 0.2641 loss_giou_0: 0.5022 loss_ce_1: 0.3213 loss_bbox_1: 0.1813 loss_giou_1: 0.3652 loss_ce_2: 0.251 loss_bbox_2: 0.1706 loss_giou_2: 0.3348 loss_ce_3: 0.2294 loss_bbox_3: 0.1657 loss_giou_3: 0.3247 loss_ce_4: 0.2134 loss_bbox_4: 0.1604 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:46] d2.utils.events INFO: eta: 6:48:14 iter: 362899 total_loss: 4.752 loss_ce: 0.2119 loss_bbox: 0.1469 loss_giou: 0.3155 loss_ce_0: 0.4359 loss_bbox_0: 0.2558 loss_giou_0: 0.4843 loss_ce_1: 0.3234 loss_bbox_1: 0.1793 loss_giou_1: 0.3558 loss_ce_2: 0.2657 loss_bbox_2: 0.1591 loss_giou_2: 0.3287 loss_ce_3: 0.2329 loss_bbox_3: 0.1513 loss_giou_3: 0.3225 loss_ce_4: 0.2179 loss_bbox_4: 0.1483 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:52] d2.utils.events INFO: eta: 6:48:09 iter: 362919 total_loss: 5.063 loss_ce: 0.2197 loss_bbox: 0.1579 loss_giou: 0.3301 loss_ce_0: 0.4429 loss_bbox_0: 0.2653 loss_giou_0: 0.4979 loss_ce_1: 0.33 loss_bbox_1: 0.1819 loss_giou_1: 0.3782 loss_ce_2: 0.2691 loss_bbox_2: 0.1698 loss_giou_2: 0.3525 loss_ce_3: 0.2416 loss_bbox_3: 0.1611 loss_giou_3: 0.341 loss_ce_4: 0.2265 loss_bbox_4: 0.1608 loss_giou_4: 0.3343 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 18:50:58] d2.utils.events INFO: eta: 6:48:16 iter: 362939 total_loss: 5.201 loss_ce: 0.2221 loss_bbox: 0.1577 loss_giou: 0.3292 loss_ce_0: 0.4601 loss_bbox_0: 0.2775 loss_giou_0: 0.4973 loss_ce_1: 0.3462 loss_bbox_1: 0.1915 loss_giou_1: 0.3722 loss_ce_2: 0.2814 loss_bbox_2: 0.1707 loss_giou_2: 0.3484 loss_ce_3: 0.2483 loss_bbox_3: 0.1674 loss_giou_3: 0.3374 loss_ce_4: 0.2353 loss_bbox_4: 0.1625 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:03] d2.utils.events INFO: eta: 6:48:11 iter: 362959 total_loss: 4.939 loss_ce: 0.2206 loss_bbox: 0.1678 loss_giou: 0.3024 loss_ce_0: 0.4487 loss_bbox_0: 0.2735 loss_giou_0: 0.4447 loss_ce_1: 0.3355 loss_bbox_1: 0.1915 loss_giou_1: 0.3395 loss_ce_2: 0.2681 loss_bbox_2: 0.175 loss_giou_2: 0.3249 loss_ce_3: 0.2401 loss_bbox_3: 0.1695 loss_giou_3: 0.3131 loss_ce_4: 0.2297 loss_bbox_4: 0.1655 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:09] d2.utils.events INFO: eta: 6:48:14 iter: 362979 total_loss: 4.812 loss_ce: 0.2059 loss_bbox: 0.1518 loss_giou: 0.2808 loss_ce_0: 0.4272 loss_bbox_0: 0.2707 loss_giou_0: 0.4502 loss_ce_1: 0.3131 loss_bbox_1: 0.188 loss_giou_1: 0.3315 loss_ce_2: 0.2534 loss_bbox_2: 0.1641 loss_giou_2: 0.3013 loss_ce_3: 0.2222 loss_bbox_3: 0.1553 loss_giou_3: 0.2973 loss_ce_4: 0.2106 loss_bbox_4: 0.1545 loss_giou_4: 0.2857 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:15] d2.utils.events INFO: eta: 6:47:59 iter: 362999 total_loss: 4.726 loss_ce: 0.1815 loss_bbox: 0.169 loss_giou: 0.2872 loss_ce_0: 0.4201 loss_bbox_0: 0.278 loss_giou_0: 0.4443 loss_ce_1: 0.3072 loss_bbox_1: 0.1944 loss_giou_1: 0.3295 loss_ce_2: 0.243 loss_bbox_2: 0.1754 loss_giou_2: 0.3146 loss_ce_3: 0.2082 loss_bbox_3: 0.1717 loss_giou_3: 0.3011 loss_ce_4: 0.1966 loss_bbox_4: 0.1703 loss_giou_4: 0.2879 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:20] d2.utils.events INFO: eta: 6:48:03 iter: 363019 total_loss: 5.04 loss_ce: 0.2243 loss_bbox: 0.1695 loss_giou: 0.3124 loss_ce_0: 0.439 loss_bbox_0: 0.2878 loss_giou_0: 0.4823 loss_ce_1: 0.3488 loss_bbox_1: 0.1952 loss_giou_1: 0.367 loss_ce_2: 0.2787 loss_bbox_2: 0.1788 loss_giou_2: 0.3365 loss_ce_3: 0.2492 loss_bbox_3: 0.1723 loss_giou_3: 0.3187 loss_ce_4: 0.2308 loss_bbox_4: 0.1659 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:26] d2.utils.events INFO: eta: 6:47:46 iter: 363039 total_loss: 4.834 loss_ce: 0.2132 loss_bbox: 0.155 loss_giou: 0.2934 loss_ce_0: 0.4316 loss_bbox_0: 0.2575 loss_giou_0: 0.4505 loss_ce_1: 0.3201 loss_bbox_1: 0.1734 loss_giou_1: 0.3391 loss_ce_2: 0.2518 loss_bbox_2: 0.166 loss_giou_2: 0.3136 loss_ce_3: 0.2274 loss_bbox_3: 0.1594 loss_giou_3: 0.3029 loss_ce_4: 0.2121 loss_bbox_4: 0.1579 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:32] d2.utils.events INFO: eta: 6:47:25 iter: 363059 total_loss: 4.592 loss_ce: 0.1945 loss_bbox: 0.1525 loss_giou: 0.283 loss_ce_0: 0.4184 loss_bbox_0: 0.2584 loss_giou_0: 0.4317 loss_ce_1: 0.3122 loss_bbox_1: 0.172 loss_giou_1: 0.314 loss_ce_2: 0.2481 loss_bbox_2: 0.1566 loss_giou_2: 0.2915 loss_ce_3: 0.2169 loss_bbox_3: 0.1545 loss_giou_3: 0.2845 loss_ce_4: 0.1937 loss_bbox_4: 0.1538 loss_giou_4: 0.2858 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:37] d2.utils.events INFO: eta: 6:47:39 iter: 363079 total_loss: 4.831 loss_ce: 0.2229 loss_bbox: 0.1397 loss_giou: 0.3043 loss_ce_0: 0.4325 loss_bbox_0: 0.2621 loss_giou_0: 0.4919 loss_ce_1: 0.3209 loss_bbox_1: 0.1763 loss_giou_1: 0.3563 loss_ce_2: 0.2646 loss_bbox_2: 0.1546 loss_giou_2: 0.3226 loss_ce_3: 0.2362 loss_bbox_3: 0.1505 loss_giou_3: 0.3185 loss_ce_4: 0.2278 loss_bbox_4: 0.1466 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:43] d2.utils.events INFO: eta: 6:47:29 iter: 363099 total_loss: 4.636 loss_ce: 0.1907 loss_bbox: 0.1606 loss_giou: 0.2781 loss_ce_0: 0.4152 loss_bbox_0: 0.266 loss_giou_0: 0.4398 loss_ce_1: 0.3057 loss_bbox_1: 0.1867 loss_giou_1: 0.3224 loss_ce_2: 0.2436 loss_bbox_2: 0.167 loss_giou_2: 0.2956 loss_ce_3: 0.2054 loss_bbox_3: 0.1648 loss_giou_3: 0.2869 loss_ce_4: 0.1956 loss_bbox_4: 0.1622 loss_giou_4: 0.2849 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:49] d2.utils.events INFO: eta: 6:47:38 iter: 363119 total_loss: 4.98 loss_ce: 0.2148 loss_bbox: 0.1557 loss_giou: 0.3128 loss_ce_0: 0.4475 loss_bbox_0: 0.2711 loss_giou_0: 0.4816 loss_ce_1: 0.3227 loss_bbox_1: 0.1894 loss_giou_1: 0.3576 loss_ce_2: 0.2594 loss_bbox_2: 0.1705 loss_giou_2: 0.3343 loss_ce_3: 0.2278 loss_bbox_3: 0.1593 loss_giou_3: 0.3246 loss_ce_4: 0.2169 loss_bbox_4: 0.1602 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 18:51:55] d2.utils.events INFO: eta: 6:47:33 iter: 363139 total_loss: 5.011 loss_ce: 0.2113 loss_bbox: 0.1678 loss_giou: 0.3135 loss_ce_0: 0.4396 loss_bbox_0: 0.2769 loss_giou_0: 0.4816 loss_ce_1: 0.3236 loss_bbox_1: 0.1949 loss_giou_1: 0.3616 loss_ce_2: 0.2553 loss_bbox_2: 0.175 loss_giou_2: 0.3354 loss_ce_3: 0.2217 loss_bbox_3: 0.1723 loss_giou_3: 0.3217 loss_ce_4: 0.2057 loss_bbox_4: 0.1712 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0175 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:00] d2.utils.events INFO: eta: 6:47:26 iter: 363159 total_loss: 4.59 loss_ce: 0.2087 loss_bbox: 0.1481 loss_giou: 0.3037 loss_ce_0: 0.4123 loss_bbox_0: 0.2461 loss_giou_0: 0.4779 loss_ce_1: 0.3089 loss_bbox_1: 0.1702 loss_giou_1: 0.3512 loss_ce_2: 0.2421 loss_bbox_2: 0.1569 loss_giou_2: 0.3192 loss_ce_3: 0.2189 loss_bbox_3: 0.1536 loss_giou_3: 0.3112 loss_ce_4: 0.2045 loss_bbox_4: 0.1511 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:06] d2.utils.events INFO: eta: 6:47:20 iter: 363179 total_loss: 4.674 loss_ce: 0.1985 loss_bbox: 0.1469 loss_giou: 0.2962 loss_ce_0: 0.4262 loss_bbox_0: 0.2596 loss_giou_0: 0.4702 loss_ce_1: 0.3196 loss_bbox_1: 0.1738 loss_giou_1: 0.3355 loss_ce_2: 0.2576 loss_bbox_2: 0.1563 loss_giou_2: 0.3114 loss_ce_3: 0.2162 loss_bbox_3: 0.1516 loss_giou_3: 0.3016 loss_ce_4: 0.202 loss_bbox_4: 0.1517 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:12] d2.utils.events INFO: eta: 6:47:15 iter: 363199 total_loss: 4.936 loss_ce: 0.2214 loss_bbox: 0.1574 loss_giou: 0.2949 loss_ce_0: 0.4324 loss_bbox_0: 0.2734 loss_giou_0: 0.4793 loss_ce_1: 0.3301 loss_bbox_1: 0.1967 loss_giou_1: 0.3453 loss_ce_2: 0.2649 loss_bbox_2: 0.1711 loss_giou_2: 0.3214 loss_ce_3: 0.2392 loss_bbox_3: 0.1666 loss_giou_3: 0.3008 loss_ce_4: 0.2204 loss_bbox_4: 0.1651 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:17] d2.utils.events INFO: eta: 6:47:07 iter: 363219 total_loss: 4.564 loss_ce: 0.2057 loss_bbox: 0.1498 loss_giou: 0.2825 loss_ce_0: 0.4279 loss_bbox_0: 0.2601 loss_giou_0: 0.4457 loss_ce_1: 0.3155 loss_bbox_1: 0.1758 loss_giou_1: 0.3273 loss_ce_2: 0.2454 loss_bbox_2: 0.1597 loss_giou_2: 0.3063 loss_ce_3: 0.2235 loss_bbox_3: 0.1532 loss_giou_3: 0.2927 loss_ce_4: 0.209 loss_bbox_4: 0.1517 loss_giou_4: 0.2861 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:23] d2.utils.events INFO: eta: 6:46:56 iter: 363239 total_loss: 4.859 loss_ce: 0.2249 loss_bbox: 0.1606 loss_giou: 0.3053 loss_ce_0: 0.431 loss_bbox_0: 0.2685 loss_giou_0: 0.4683 loss_ce_1: 0.3199 loss_bbox_1: 0.1872 loss_giou_1: 0.3487 loss_ce_2: 0.2637 loss_bbox_2: 0.1742 loss_giou_2: 0.3225 loss_ce_3: 0.2349 loss_bbox_3: 0.169 loss_giou_3: 0.3196 loss_ce_4: 0.2311 loss_bbox_4: 0.1612 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:29] d2.utils.events INFO: eta: 6:46:56 iter: 363259 total_loss: 4.948 loss_ce: 0.2194 loss_bbox: 0.1605 loss_giou: 0.3122 loss_ce_0: 0.4341 loss_bbox_0: 0.2684 loss_giou_0: 0.4705 loss_ce_1: 0.3363 loss_bbox_1: 0.1855 loss_giou_1: 0.3541 loss_ce_2: 0.2682 loss_bbox_2: 0.1681 loss_giou_2: 0.3253 loss_ce_3: 0.2397 loss_bbox_3: 0.1653 loss_giou_3: 0.317 loss_ce_4: 0.2274 loss_bbox_4: 0.1605 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0178 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:34] d2.utils.events INFO: eta: 6:46:52 iter: 363279 total_loss: 5.138 loss_ce: 0.2194 loss_bbox: 0.1602 loss_giou: 0.2969 loss_ce_0: 0.4401 loss_bbox_0: 0.2747 loss_giou_0: 0.4727 loss_ce_1: 0.3263 loss_bbox_1: 0.1977 loss_giou_1: 0.3544 loss_ce_2: 0.2667 loss_bbox_2: 0.1798 loss_giou_2: 0.3271 loss_ce_3: 0.2365 loss_bbox_3: 0.1663 loss_giou_3: 0.3209 loss_ce_4: 0.2314 loss_bbox_4: 0.1647 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:40] d2.utils.events INFO: eta: 6:46:31 iter: 363299 total_loss: 5.032 loss_ce: 0.2249 loss_bbox: 0.1531 loss_giou: 0.3062 loss_ce_0: 0.4477 loss_bbox_0: 0.2706 loss_giou_0: 0.4793 loss_ce_1: 0.3364 loss_bbox_1: 0.1867 loss_giou_1: 0.3597 loss_ce_2: 0.2842 loss_bbox_2: 0.164 loss_giou_2: 0.3196 loss_ce_3: 0.2447 loss_bbox_3: 0.156 loss_giou_3: 0.3062 loss_ce_4: 0.2323 loss_bbox_4: 0.1512 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:46] d2.utils.events INFO: eta: 6:46:42 iter: 363319 total_loss: 4.923 loss_ce: 0.2139 loss_bbox: 0.1651 loss_giou: 0.3106 loss_ce_0: 0.4256 loss_bbox_0: 0.2713 loss_giou_0: 0.49 loss_ce_1: 0.3176 loss_bbox_1: 0.1911 loss_giou_1: 0.3537 loss_ce_2: 0.2614 loss_bbox_2: 0.1778 loss_giou_2: 0.3294 loss_ce_3: 0.2266 loss_bbox_3: 0.1695 loss_giou_3: 0.3201 loss_ce_4: 0.2104 loss_bbox_4: 0.167 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:52] d2.utils.events INFO: eta: 6:46:36 iter: 363339 total_loss: 4.916 loss_ce: 0.2169 loss_bbox: 0.1623 loss_giou: 0.3055 loss_ce_0: 0.4334 loss_bbox_0: 0.2701 loss_giou_0: 0.5018 loss_ce_1: 0.3111 loss_bbox_1: 0.1914 loss_giou_1: 0.3621 loss_ce_2: 0.269 loss_bbox_2: 0.1722 loss_giou_2: 0.3333 loss_ce_3: 0.2375 loss_bbox_3: 0.1694 loss_giou_3: 0.3223 loss_ce_4: 0.2157 loss_bbox_4: 0.1653 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 18:52:57] d2.utils.events INFO: eta: 6:46:31 iter: 363359 total_loss: 4.728 loss_ce: 0.2054 loss_bbox: 0.1502 loss_giou: 0.2985 loss_ce_0: 0.4221 loss_bbox_0: 0.258 loss_giou_0: 0.4651 loss_ce_1: 0.3057 loss_bbox_1: 0.1791 loss_giou_1: 0.3534 loss_ce_2: 0.25 loss_bbox_2: 0.1647 loss_giou_2: 0.3213 loss_ce_3: 0.2189 loss_bbox_3: 0.1582 loss_giou_3: 0.3072 loss_ce_4: 0.2055 loss_bbox_4: 0.1533 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:03] d2.utils.events INFO: eta: 6:46:25 iter: 363379 total_loss: 5.134 loss_ce: 0.2272 loss_bbox: 0.158 loss_giou: 0.3181 loss_ce_0: 0.4578 loss_bbox_0: 0.2752 loss_giou_0: 0.503 loss_ce_1: 0.3408 loss_bbox_1: 0.1855 loss_giou_1: 0.3796 loss_ce_2: 0.2974 loss_bbox_2: 0.1693 loss_giou_2: 0.343 loss_ce_3: 0.2498 loss_bbox_3: 0.163 loss_giou_3: 0.3292 loss_ce_4: 0.2248 loss_bbox_4: 0.1612 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:09] d2.utils.events INFO: eta: 6:46:21 iter: 363399 total_loss: 4.979 loss_ce: 0.2253 loss_bbox: 0.1637 loss_giou: 0.3108 loss_ce_0: 0.4513 loss_bbox_0: 0.2834 loss_giou_0: 0.4987 loss_ce_1: 0.3344 loss_bbox_1: 0.1929 loss_giou_1: 0.3582 loss_ce_2: 0.2778 loss_bbox_2: 0.1725 loss_giou_2: 0.3349 loss_ce_3: 0.2341 loss_bbox_3: 0.1669 loss_giou_3: 0.3245 loss_ce_4: 0.2243 loss_bbox_4: 0.1658 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:14] d2.utils.events INFO: eta: 6:46:22 iter: 363419 total_loss: 4.872 loss_ce: 0.2178 loss_bbox: 0.162 loss_giou: 0.305 loss_ce_0: 0.445 loss_bbox_0: 0.2655 loss_giou_0: 0.4634 loss_ce_1: 0.3358 loss_bbox_1: 0.1921 loss_giou_1: 0.3647 loss_ce_2: 0.2634 loss_bbox_2: 0.171 loss_giou_2: 0.3337 loss_ce_3: 0.2214 loss_bbox_3: 0.1687 loss_giou_3: 0.317 loss_ce_4: 0.2132 loss_bbox_4: 0.1639 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0191 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:20] d2.utils.events INFO: eta: 6:46:13 iter: 363439 total_loss: 4.976 loss_ce: 0.2127 loss_bbox: 0.158 loss_giou: 0.2996 loss_ce_0: 0.4265 loss_bbox_0: 0.2663 loss_giou_0: 0.441 loss_ce_1: 0.3292 loss_bbox_1: 0.1932 loss_giou_1: 0.3383 loss_ce_2: 0.2588 loss_bbox_2: 0.182 loss_giou_2: 0.307 loss_ce_3: 0.2379 loss_bbox_3: 0.1742 loss_giou_3: 0.3088 loss_ce_4: 0.216 loss_bbox_4: 0.1668 loss_giou_4: 0.2986 time: 0.2800 data_time: 0.0189 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:26] d2.utils.events INFO: eta: 6:46:05 iter: 363459 total_loss: 5.158 loss_ce: 0.2282 loss_bbox: 0.1603 loss_giou: 0.3316 loss_ce_0: 0.4524 loss_bbox_0: 0.2654 loss_giou_0: 0.5168 loss_ce_1: 0.3395 loss_bbox_1: 0.1913 loss_giou_1: 0.383 loss_ce_2: 0.2821 loss_bbox_2: 0.1779 loss_giou_2: 0.3447 loss_ce_3: 0.2544 loss_bbox_3: 0.1694 loss_giou_3: 0.3373 loss_ce_4: 0.2283 loss_bbox_4: 0.1628 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:31] d2.utils.events INFO: eta: 6:45:57 iter: 363479 total_loss: 5.059 loss_ce: 0.2167 loss_bbox: 0.1642 loss_giou: 0.2886 loss_ce_0: 0.4402 loss_bbox_0: 0.267 loss_giou_0: 0.4534 loss_ce_1: 0.319 loss_bbox_1: 0.1921 loss_giou_1: 0.3491 loss_ce_2: 0.2637 loss_bbox_2: 0.1776 loss_giou_2: 0.3076 loss_ce_3: 0.2395 loss_bbox_3: 0.171 loss_giou_3: 0.2972 loss_ce_4: 0.222 loss_bbox_4: 0.1673 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:37] d2.utils.events INFO: eta: 6:45:50 iter: 363499 total_loss: 4.969 loss_ce: 0.2081 loss_bbox: 0.1593 loss_giou: 0.3202 loss_ce_0: 0.4308 loss_bbox_0: 0.2809 loss_giou_0: 0.4743 loss_ce_1: 0.3148 loss_bbox_1: 0.1908 loss_giou_1: 0.3632 loss_ce_2: 0.2691 loss_bbox_2: 0.1744 loss_giou_2: 0.339 loss_ce_3: 0.2327 loss_bbox_3: 0.1687 loss_giou_3: 0.3272 loss_ce_4: 0.2191 loss_bbox_4: 0.1599 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:43] d2.utils.events INFO: eta: 6:45:38 iter: 363519 total_loss: 4.696 loss_ce: 0.2095 loss_bbox: 0.1426 loss_giou: 0.313 loss_ce_0: 0.4212 loss_bbox_0: 0.254 loss_giou_0: 0.4681 loss_ce_1: 0.3126 loss_bbox_1: 0.1758 loss_giou_1: 0.3507 loss_ce_2: 0.2494 loss_bbox_2: 0.1582 loss_giou_2: 0.3188 loss_ce_3: 0.2173 loss_bbox_3: 0.1546 loss_giou_3: 0.3155 loss_ce_4: 0.208 loss_bbox_4: 0.1468 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:48] d2.utils.events INFO: eta: 6:45:33 iter: 363539 total_loss: 4.783 loss_ce: 0.214 loss_bbox: 0.1589 loss_giou: 0.2893 loss_ce_0: 0.4359 loss_bbox_0: 0.2639 loss_giou_0: 0.4499 loss_ce_1: 0.3182 loss_bbox_1: 0.1918 loss_giou_1: 0.3316 loss_ce_2: 0.2544 loss_bbox_2: 0.1728 loss_giou_2: 0.3004 loss_ce_3: 0.2244 loss_bbox_3: 0.1652 loss_giou_3: 0.293 loss_ce_4: 0.2112 loss_bbox_4: 0.1618 loss_giou_4: 0.2908 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 18:53:54] d2.utils.events INFO: eta: 6:45:32 iter: 363559 total_loss: 4.827 loss_ce: 0.2131 loss_bbox: 0.1614 loss_giou: 0.2894 loss_ce_0: 0.4191 loss_bbox_0: 0.2602 loss_giou_0: 0.4621 loss_ce_1: 0.3226 loss_bbox_1: 0.1912 loss_giou_1: 0.3404 loss_ce_2: 0.26 loss_bbox_2: 0.1677 loss_giou_2: 0.3078 loss_ce_3: 0.2237 loss_bbox_3: 0.1629 loss_giou_3: 0.2989 loss_ce_4: 0.2005 loss_bbox_4: 0.1607 loss_giou_4: 0.291 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:00] d2.utils.events INFO: eta: 6:45:23 iter: 363579 total_loss: 4.971 loss_ce: 0.2253 loss_bbox: 0.1654 loss_giou: 0.2989 loss_ce_0: 0.4576 loss_bbox_0: 0.2947 loss_giou_0: 0.4616 loss_ce_1: 0.3482 loss_bbox_1: 0.1999 loss_giou_1: 0.34 loss_ce_2: 0.2842 loss_bbox_2: 0.1744 loss_giou_2: 0.3162 loss_ce_3: 0.2392 loss_bbox_3: 0.169 loss_giou_3: 0.3073 loss_ce_4: 0.2306 loss_bbox_4: 0.1702 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:05] d2.utils.events INFO: eta: 6:45:19 iter: 363599 total_loss: 4.938 loss_ce: 0.2264 loss_bbox: 0.1631 loss_giou: 0.3007 loss_ce_0: 0.4341 loss_bbox_0: 0.2953 loss_giou_0: 0.4873 loss_ce_1: 0.3319 loss_bbox_1: 0.1938 loss_giou_1: 0.355 loss_ce_2: 0.267 loss_bbox_2: 0.1776 loss_giou_2: 0.3186 loss_ce_3: 0.2398 loss_bbox_3: 0.1734 loss_giou_3: 0.3101 loss_ce_4: 0.231 loss_bbox_4: 0.1695 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0339 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:11] d2.utils.events INFO: eta: 6:45:12 iter: 363619 total_loss: 4.862 loss_ce: 0.2068 loss_bbox: 0.1548 loss_giou: 0.2827 loss_ce_0: 0.4424 loss_bbox_0: 0.2729 loss_giou_0: 0.4701 loss_ce_1: 0.3319 loss_bbox_1: 0.1892 loss_giou_1: 0.3334 loss_ce_2: 0.2633 loss_bbox_2: 0.1716 loss_giou_2: 0.3039 loss_ce_3: 0.2187 loss_bbox_3: 0.1654 loss_giou_3: 0.2925 loss_ce_4: 0.2107 loss_bbox_4: 0.1598 loss_giou_4: 0.2868 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:17] d2.utils.events INFO: eta: 6:45:04 iter: 363639 total_loss: 4.899 loss_ce: 0.2132 loss_bbox: 0.1607 loss_giou: 0.3054 loss_ce_0: 0.4518 loss_bbox_0: 0.2747 loss_giou_0: 0.4721 loss_ce_1: 0.3344 loss_bbox_1: 0.1907 loss_giou_1: 0.3453 loss_ce_2: 0.261 loss_bbox_2: 0.1709 loss_giou_2: 0.3186 loss_ce_3: 0.2307 loss_bbox_3: 0.1681 loss_giou_3: 0.3155 loss_ce_4: 0.2195 loss_bbox_4: 0.1618 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:23] d2.utils.events INFO: eta: 6:45:17 iter: 363659 total_loss: 5.003 loss_ce: 0.1997 loss_bbox: 0.1679 loss_giou: 0.3106 loss_ce_0: 0.4355 loss_bbox_0: 0.2757 loss_giou_0: 0.4717 loss_ce_1: 0.3259 loss_bbox_1: 0.1942 loss_giou_1: 0.3614 loss_ce_2: 0.2523 loss_bbox_2: 0.1792 loss_giou_2: 0.3302 loss_ce_3: 0.2256 loss_bbox_3: 0.1727 loss_giou_3: 0.3241 loss_ce_4: 0.2119 loss_bbox_4: 0.1683 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:28] d2.utils.events INFO: eta: 6:45:13 iter: 363679 total_loss: 4.836 loss_ce: 0.2062 loss_bbox: 0.1467 loss_giou: 0.304 loss_ce_0: 0.4366 loss_bbox_0: 0.2674 loss_giou_0: 0.4735 loss_ce_1: 0.3369 loss_bbox_1: 0.1868 loss_giou_1: 0.351 loss_ce_2: 0.261 loss_bbox_2: 0.1666 loss_giou_2: 0.324 loss_ce_3: 0.2286 loss_bbox_3: 0.1574 loss_giou_3: 0.3161 loss_ce_4: 0.215 loss_bbox_4: 0.1523 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:34] d2.utils.events INFO: eta: 6:45:08 iter: 363699 total_loss: 5.063 loss_ce: 0.2228 loss_bbox: 0.1572 loss_giou: 0.3145 loss_ce_0: 0.4274 loss_bbox_0: 0.2734 loss_giou_0: 0.4795 loss_ce_1: 0.3124 loss_bbox_1: 0.1907 loss_giou_1: 0.3584 loss_ce_2: 0.2544 loss_bbox_2: 0.1681 loss_giou_2: 0.3332 loss_ce_3: 0.2345 loss_bbox_3: 0.1589 loss_giou_3: 0.3259 loss_ce_4: 0.2358 loss_bbox_4: 0.16 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:40] d2.utils.events INFO: eta: 6:45:00 iter: 363719 total_loss: 4.943 loss_ce: 0.2267 loss_bbox: 0.1526 loss_giou: 0.3065 loss_ce_0: 0.451 loss_bbox_0: 0.2613 loss_giou_0: 0.4708 loss_ce_1: 0.342 loss_bbox_1: 0.1825 loss_giou_1: 0.3551 loss_ce_2: 0.268 loss_bbox_2: 0.1669 loss_giou_2: 0.3336 loss_ce_3: 0.2373 loss_bbox_3: 0.1608 loss_giou_3: 0.3248 loss_ce_4: 0.2249 loss_bbox_4: 0.1556 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:45] d2.utils.events INFO: eta: 6:44:52 iter: 363739 total_loss: 4.904 loss_ce: 0.215 loss_bbox: 0.1563 loss_giou: 0.3117 loss_ce_0: 0.4436 loss_bbox_0: 0.2634 loss_giou_0: 0.4818 loss_ce_1: 0.3286 loss_bbox_1: 0.186 loss_giou_1: 0.3601 loss_ce_2: 0.2659 loss_bbox_2: 0.1717 loss_giou_2: 0.3301 loss_ce_3: 0.2355 loss_bbox_3: 0.1648 loss_giou_3: 0.3183 loss_ce_4: 0.2245 loss_bbox_4: 0.1594 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:51] d2.utils.events INFO: eta: 6:44:51 iter: 363759 total_loss: 4.825 loss_ce: 0.2134 loss_bbox: 0.1567 loss_giou: 0.2831 loss_ce_0: 0.4319 loss_bbox_0: 0.2755 loss_giou_0: 0.4422 loss_ce_1: 0.3268 loss_bbox_1: 0.1857 loss_giou_1: 0.3273 loss_ce_2: 0.2692 loss_bbox_2: 0.1701 loss_giou_2: 0.3096 loss_ce_3: 0.2315 loss_bbox_3: 0.166 loss_giou_3: 0.2978 loss_ce_4: 0.2182 loss_bbox_4: 0.1615 loss_giou_4: 0.2897 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 18:54:57] d2.utils.events INFO: eta: 6:44:46 iter: 363779 total_loss: 4.855 loss_ce: 0.2035 loss_bbox: 0.1644 loss_giou: 0.3027 loss_ce_0: 0.4299 loss_bbox_0: 0.2816 loss_giou_0: 0.451 loss_ce_1: 0.308 loss_bbox_1: 0.1904 loss_giou_1: 0.3374 loss_ce_2: 0.253 loss_bbox_2: 0.1727 loss_giou_2: 0.3218 loss_ce_3: 0.2216 loss_bbox_3: 0.1712 loss_giou_3: 0.3109 loss_ce_4: 0.2087 loss_bbox_4: 0.1673 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:02] d2.utils.events INFO: eta: 6:44:42 iter: 363799 total_loss: 4.967 loss_ce: 0.2328 loss_bbox: 0.1643 loss_giou: 0.3011 loss_ce_0: 0.4422 loss_bbox_0: 0.2828 loss_giou_0: 0.4676 loss_ce_1: 0.3209 loss_bbox_1: 0.189 loss_giou_1: 0.3409 loss_ce_2: 0.2516 loss_bbox_2: 0.1675 loss_giou_2: 0.3155 loss_ce_3: 0.2359 loss_bbox_3: 0.1688 loss_giou_3: 0.3125 loss_ce_4: 0.2389 loss_bbox_4: 0.1629 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:08] d2.utils.events INFO: eta: 6:44:36 iter: 363819 total_loss: 4.764 loss_ce: 0.214 loss_bbox: 0.1557 loss_giou: 0.3055 loss_ce_0: 0.4205 loss_bbox_0: 0.2717 loss_giou_0: 0.4818 loss_ce_1: 0.3215 loss_bbox_1: 0.1824 loss_giou_1: 0.349 loss_ce_2: 0.2617 loss_bbox_2: 0.1666 loss_giou_2: 0.3341 loss_ce_3: 0.2228 loss_bbox_3: 0.1626 loss_giou_3: 0.3226 loss_ce_4: 0.2104 loss_bbox_4: 0.1584 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:14] d2.utils.events INFO: eta: 6:44:37 iter: 363839 total_loss: 4.878 loss_ce: 0.1994 loss_bbox: 0.1583 loss_giou: 0.3253 loss_ce_0: 0.4321 loss_bbox_0: 0.2687 loss_giou_0: 0.4816 loss_ce_1: 0.323 loss_bbox_1: 0.1879 loss_giou_1: 0.3682 loss_ce_2: 0.2618 loss_bbox_2: 0.1696 loss_giou_2: 0.3415 loss_ce_3: 0.2255 loss_bbox_3: 0.1669 loss_giou_3: 0.3296 loss_ce_4: 0.2021 loss_bbox_4: 0.1603 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:19] d2.utils.events INFO: eta: 6:44:36 iter: 363859 total_loss: 4.894 loss_ce: 0.2019 loss_bbox: 0.1519 loss_giou: 0.3093 loss_ce_0: 0.429 loss_bbox_0: 0.258 loss_giou_0: 0.4921 loss_ce_1: 0.3209 loss_bbox_1: 0.1828 loss_giou_1: 0.3639 loss_ce_2: 0.2642 loss_bbox_2: 0.1626 loss_giou_2: 0.3283 loss_ce_3: 0.221 loss_bbox_3: 0.1579 loss_giou_3: 0.3219 loss_ce_4: 0.2068 loss_bbox_4: 0.1543 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:25] d2.utils.events INFO: eta: 6:44:32 iter: 363879 total_loss: 4.99 loss_ce: 0.2202 loss_bbox: 0.1546 loss_giou: 0.3113 loss_ce_0: 0.4567 loss_bbox_0: 0.2571 loss_giou_0: 0.4922 loss_ce_1: 0.3364 loss_bbox_1: 0.1828 loss_giou_1: 0.3567 loss_ce_2: 0.2723 loss_bbox_2: 0.1693 loss_giou_2: 0.3298 loss_ce_3: 0.2294 loss_bbox_3: 0.1588 loss_giou_3: 0.3237 loss_ce_4: 0.2134 loss_bbox_4: 0.1583 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:31] d2.utils.events INFO: eta: 6:44:14 iter: 363899 total_loss: 4.668 loss_ce: 0.213 loss_bbox: 0.1601 loss_giou: 0.2823 loss_ce_0: 0.4318 loss_bbox_0: 0.2673 loss_giou_0: 0.4219 loss_ce_1: 0.3163 loss_bbox_1: 0.1902 loss_giou_1: 0.31 loss_ce_2: 0.2427 loss_bbox_2: 0.1774 loss_giou_2: 0.2876 loss_ce_3: 0.2236 loss_bbox_3: 0.1683 loss_giou_3: 0.2861 loss_ce_4: 0.2147 loss_bbox_4: 0.1617 loss_giou_4: 0.2883 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:36] d2.utils.events INFO: eta: 6:44:09 iter: 363919 total_loss: 5.073 loss_ce: 0.2167 loss_bbox: 0.1641 loss_giou: 0.3114 loss_ce_0: 0.4679 loss_bbox_0: 0.282 loss_giou_0: 0.4824 loss_ce_1: 0.3374 loss_bbox_1: 0.1934 loss_giou_1: 0.3576 loss_ce_2: 0.2698 loss_bbox_2: 0.1772 loss_giou_2: 0.3321 loss_ce_3: 0.2254 loss_bbox_3: 0.1739 loss_giou_3: 0.3156 loss_ce_4: 0.2175 loss_bbox_4: 0.1675 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:42] d2.utils.events INFO: eta: 6:43:52 iter: 363939 total_loss: 4.806 loss_ce: 0.2195 loss_bbox: 0.1491 loss_giou: 0.2926 loss_ce_0: 0.4349 loss_bbox_0: 0.2563 loss_giou_0: 0.4679 loss_ce_1: 0.3307 loss_bbox_1: 0.1735 loss_giou_1: 0.3416 loss_ce_2: 0.2615 loss_bbox_2: 0.1611 loss_giou_2: 0.3095 loss_ce_3: 0.2296 loss_bbox_3: 0.1543 loss_giou_3: 0.3012 loss_ce_4: 0.2094 loss_bbox_4: 0.1495 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:48] d2.utils.events INFO: eta: 6:43:45 iter: 363959 total_loss: 4.849 loss_ce: 0.2136 loss_bbox: 0.1527 loss_giou: 0.3039 loss_ce_0: 0.4323 loss_bbox_0: 0.2635 loss_giou_0: 0.4797 loss_ce_1: 0.323 loss_bbox_1: 0.1827 loss_giou_1: 0.3524 loss_ce_2: 0.2645 loss_bbox_2: 0.1675 loss_giou_2: 0.3277 loss_ce_3: 0.232 loss_bbox_3: 0.1614 loss_giou_3: 0.3138 loss_ce_4: 0.2147 loss_bbox_4: 0.1541 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:54] d2.utils.events INFO: eta: 6:43:48 iter: 363979 total_loss: 5.079 loss_ce: 0.2389 loss_bbox: 0.1633 loss_giou: 0.3169 loss_ce_0: 0.4614 loss_bbox_0: 0.2821 loss_giou_0: 0.4828 loss_ce_1: 0.3484 loss_bbox_1: 0.1972 loss_giou_1: 0.3699 loss_ce_2: 0.2899 loss_bbox_2: 0.1783 loss_giou_2: 0.3378 loss_ce_3: 0.2576 loss_bbox_3: 0.1663 loss_giou_3: 0.3213 loss_ce_4: 0.2478 loss_bbox_4: 0.1649 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 18:55:59] d2.utils.events INFO: eta: 6:43:45 iter: 363999 total_loss: 5.052 loss_ce: 0.2245 loss_bbox: 0.1605 loss_giou: 0.3298 loss_ce_0: 0.441 loss_bbox_0: 0.2703 loss_giou_0: 0.5083 loss_ce_1: 0.3325 loss_bbox_1: 0.1923 loss_giou_1: 0.3771 loss_ce_2: 0.2704 loss_bbox_2: 0.1822 loss_giou_2: 0.3496 loss_ce_3: 0.2408 loss_bbox_3: 0.1724 loss_giou_3: 0.3393 loss_ce_4: 0.2309 loss_bbox_4: 0.1654 loss_giou_4: 0.3321 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:05] d2.utils.events INFO: eta: 6:43:37 iter: 364019 total_loss: 4.955 loss_ce: 0.2265 loss_bbox: 0.1627 loss_giou: 0.3186 loss_ce_0: 0.4336 loss_bbox_0: 0.2648 loss_giou_0: 0.5018 loss_ce_1: 0.3299 loss_bbox_1: 0.1858 loss_giou_1: 0.3635 loss_ce_2: 0.2743 loss_bbox_2: 0.1717 loss_giou_2: 0.3379 loss_ce_3: 0.2472 loss_bbox_3: 0.1668 loss_giou_3: 0.3344 loss_ce_4: 0.2306 loss_bbox_4: 0.1628 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:11] d2.utils.events INFO: eta: 6:43:34 iter: 364039 total_loss: 4.903 loss_ce: 0.2135 loss_bbox: 0.154 loss_giou: 0.3055 loss_ce_0: 0.428 loss_bbox_0: 0.2694 loss_giou_0: 0.4931 loss_ce_1: 0.3237 loss_bbox_1: 0.1855 loss_giou_1: 0.3584 loss_ce_2: 0.2622 loss_bbox_2: 0.1693 loss_giou_2: 0.3272 loss_ce_3: 0.2346 loss_bbox_3: 0.1623 loss_giou_3: 0.3224 loss_ce_4: 0.2166 loss_bbox_4: 0.1607 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:16] d2.utils.events INFO: eta: 6:43:29 iter: 364059 total_loss: 5.012 loss_ce: 0.2075 loss_bbox: 0.1662 loss_giou: 0.3091 loss_ce_0: 0.4288 loss_bbox_0: 0.267 loss_giou_0: 0.4615 loss_ce_1: 0.3191 loss_bbox_1: 0.193 loss_giou_1: 0.3573 loss_ce_2: 0.2648 loss_bbox_2: 0.1733 loss_giou_2: 0.3334 loss_ce_3: 0.2285 loss_bbox_3: 0.1684 loss_giou_3: 0.3236 loss_ce_4: 0.2173 loss_bbox_4: 0.1717 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:22] d2.utils.events INFO: eta: 6:43:26 iter: 364079 total_loss: 4.954 loss_ce: 0.2138 loss_bbox: 0.1559 loss_giou: 0.3047 loss_ce_0: 0.4343 loss_bbox_0: 0.279 loss_giou_0: 0.4747 loss_ce_1: 0.3305 loss_bbox_1: 0.1889 loss_giou_1: 0.3434 loss_ce_2: 0.2684 loss_bbox_2: 0.1676 loss_giou_2: 0.3197 loss_ce_3: 0.2345 loss_bbox_3: 0.1645 loss_giou_3: 0.3133 loss_ce_4: 0.2172 loss_bbox_4: 0.1601 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:28] d2.utils.events INFO: eta: 6:43:27 iter: 364099 total_loss: 5.056 loss_ce: 0.2253 loss_bbox: 0.1667 loss_giou: 0.3136 loss_ce_0: 0.4317 loss_bbox_0: 0.2736 loss_giou_0: 0.459 loss_ce_1: 0.3288 loss_bbox_1: 0.1941 loss_giou_1: 0.358 loss_ce_2: 0.2729 loss_bbox_2: 0.1782 loss_giou_2: 0.3291 loss_ce_3: 0.2423 loss_bbox_3: 0.1719 loss_giou_3: 0.3226 loss_ce_4: 0.2237 loss_bbox_4: 0.1654 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:33] d2.utils.events INFO: eta: 6:43:17 iter: 364119 total_loss: 5.075 loss_ce: 0.217 loss_bbox: 0.1702 loss_giou: 0.3204 loss_ce_0: 0.4318 loss_bbox_0: 0.2806 loss_giou_0: 0.4804 loss_ce_1: 0.3284 loss_bbox_1: 0.1997 loss_giou_1: 0.352 loss_ce_2: 0.2723 loss_bbox_2: 0.1852 loss_giou_2: 0.3353 loss_ce_3: 0.2364 loss_bbox_3: 0.1788 loss_giou_3: 0.3272 loss_ce_4: 0.2276 loss_bbox_4: 0.1735 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:39] d2.utils.events INFO: eta: 6:43:04 iter: 364139 total_loss: 4.796 loss_ce: 0.2246 loss_bbox: 0.1556 loss_giou: 0.298 loss_ce_0: 0.4281 loss_bbox_0: 0.2683 loss_giou_0: 0.4651 loss_ce_1: 0.318 loss_bbox_1: 0.1912 loss_giou_1: 0.3394 loss_ce_2: 0.2553 loss_bbox_2: 0.1717 loss_giou_2: 0.3176 loss_ce_3: 0.2315 loss_bbox_3: 0.1656 loss_giou_3: 0.3063 loss_ce_4: 0.2224 loss_bbox_4: 0.1627 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:45] d2.utils.events INFO: eta: 6:42:59 iter: 364159 total_loss: 5.057 loss_ce: 0.2313 loss_bbox: 0.1652 loss_giou: 0.3229 loss_ce_0: 0.4434 loss_bbox_0: 0.2683 loss_giou_0: 0.5025 loss_ce_1: 0.3351 loss_bbox_1: 0.188 loss_giou_1: 0.3801 loss_ce_2: 0.2796 loss_bbox_2: 0.1749 loss_giou_2: 0.348 loss_ce_3: 0.2467 loss_bbox_3: 0.1662 loss_giou_3: 0.3365 loss_ce_4: 0.2322 loss_bbox_4: 0.1705 loss_giou_4: 0.3305 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:50] d2.utils.events INFO: eta: 6:42:54 iter: 364179 total_loss: 4.875 loss_ce: 0.2144 loss_bbox: 0.1631 loss_giou: 0.2996 loss_ce_0: 0.4443 loss_bbox_0: 0.2714 loss_giou_0: 0.4965 loss_ce_1: 0.3337 loss_bbox_1: 0.1916 loss_giou_1: 0.358 loss_ce_2: 0.2661 loss_bbox_2: 0.1771 loss_giou_2: 0.3174 loss_ce_3: 0.2361 loss_bbox_3: 0.1701 loss_giou_3: 0.31 loss_ce_4: 0.2166 loss_bbox_4: 0.1651 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 18:56:56] d2.utils.events INFO: eta: 6:42:53 iter: 364199 total_loss: 5.103 loss_ce: 0.2166 loss_bbox: 0.1484 loss_giou: 0.3251 loss_ce_0: 0.4537 loss_bbox_0: 0.2554 loss_giou_0: 0.4977 loss_ce_1: 0.3349 loss_bbox_1: 0.1769 loss_giou_1: 0.3727 loss_ce_2: 0.2624 loss_bbox_2: 0.1623 loss_giou_2: 0.3477 loss_ce_3: 0.2294 loss_bbox_3: 0.1533 loss_giou_3: 0.3394 loss_ce_4: 0.2228 loss_bbox_4: 0.1485 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:02] d2.utils.events INFO: eta: 6:42:50 iter: 364219 total_loss: 4.779 loss_ce: 0.2137 loss_bbox: 0.1606 loss_giou: 0.3038 loss_ce_0: 0.4291 loss_bbox_0: 0.2681 loss_giou_0: 0.4877 loss_ce_1: 0.3132 loss_bbox_1: 0.1881 loss_giou_1: 0.3566 loss_ce_2: 0.263 loss_bbox_2: 0.1674 loss_giou_2: 0.3236 loss_ce_3: 0.2305 loss_bbox_3: 0.1649 loss_giou_3: 0.3108 loss_ce_4: 0.2186 loss_bbox_4: 0.1587 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:08] d2.utils.events INFO: eta: 6:42:45 iter: 364239 total_loss: 4.843 loss_ce: 0.2139 loss_bbox: 0.1535 loss_giou: 0.3159 loss_ce_0: 0.4348 loss_bbox_0: 0.2595 loss_giou_0: 0.4726 loss_ce_1: 0.3175 loss_bbox_1: 0.1835 loss_giou_1: 0.3595 loss_ce_2: 0.2665 loss_bbox_2: 0.1642 loss_giou_2: 0.3347 loss_ce_3: 0.2245 loss_bbox_3: 0.1594 loss_giou_3: 0.3256 loss_ce_4: 0.2154 loss_bbox_4: 0.1577 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:13] d2.utils.events INFO: eta: 6:42:39 iter: 364259 total_loss: 4.567 loss_ce: 0.1857 loss_bbox: 0.1526 loss_giou: 0.2875 loss_ce_0: 0.4158 loss_bbox_0: 0.2551 loss_giou_0: 0.435 loss_ce_1: 0.3032 loss_bbox_1: 0.181 loss_giou_1: 0.326 loss_ce_2: 0.2377 loss_bbox_2: 0.1663 loss_giou_2: 0.2966 loss_ce_3: 0.2063 loss_bbox_3: 0.1588 loss_giou_3: 0.2958 loss_ce_4: 0.189 loss_bbox_4: 0.1531 loss_giou_4: 0.2908 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:19] d2.utils.events INFO: eta: 6:42:33 iter: 364279 total_loss: 4.906 loss_ce: 0.2236 loss_bbox: 0.1735 loss_giou: 0.299 loss_ce_0: 0.4316 loss_bbox_0: 0.2683 loss_giou_0: 0.4521 loss_ce_1: 0.3298 loss_bbox_1: 0.1984 loss_giou_1: 0.3322 loss_ce_2: 0.2616 loss_bbox_2: 0.1777 loss_giou_2: 0.3086 loss_ce_3: 0.2474 loss_bbox_3: 0.1795 loss_giou_3: 0.3019 loss_ce_4: 0.23 loss_bbox_4: 0.1763 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:25] d2.utils.events INFO: eta: 6:42:28 iter: 364299 total_loss: 5.075 loss_ce: 0.2355 loss_bbox: 0.153 loss_giou: 0.3146 loss_ce_0: 0.4363 loss_bbox_0: 0.2622 loss_giou_0: 0.488 loss_ce_1: 0.3335 loss_bbox_1: 0.1878 loss_giou_1: 0.3664 loss_ce_2: 0.2743 loss_bbox_2: 0.1679 loss_giou_2: 0.3369 loss_ce_3: 0.2491 loss_bbox_3: 0.1593 loss_giou_3: 0.3268 loss_ce_4: 0.2347 loss_bbox_4: 0.1549 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:30] d2.utils.events INFO: eta: 6:42:18 iter: 364319 total_loss: 4.936 loss_ce: 0.2019 loss_bbox: 0.1678 loss_giou: 0.3165 loss_ce_0: 0.4168 loss_bbox_0: 0.2625 loss_giou_0: 0.4947 loss_ce_1: 0.3015 loss_bbox_1: 0.191 loss_giou_1: 0.3596 loss_ce_2: 0.2493 loss_bbox_2: 0.1774 loss_giou_2: 0.3405 loss_ce_3: 0.2231 loss_bbox_3: 0.1707 loss_giou_3: 0.3314 loss_ce_4: 0.2109 loss_bbox_4: 0.1685 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:36] d2.utils.events INFO: eta: 6:42:12 iter: 364339 total_loss: 5.039 loss_ce: 0.2259 loss_bbox: 0.1638 loss_giou: 0.2981 loss_ce_0: 0.4312 loss_bbox_0: 0.2778 loss_giou_0: 0.4708 loss_ce_1: 0.328 loss_bbox_1: 0.1941 loss_giou_1: 0.3561 loss_ce_2: 0.2748 loss_bbox_2: 0.1755 loss_giou_2: 0.324 loss_ce_3: 0.2447 loss_bbox_3: 0.1715 loss_giou_3: 0.3108 loss_ce_4: 0.2357 loss_bbox_4: 0.1672 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:42] d2.utils.events INFO: eta: 6:42:08 iter: 364359 total_loss: 5.012 loss_ce: 0.2139 loss_bbox: 0.1664 loss_giou: 0.2968 loss_ce_0: 0.4289 loss_bbox_0: 0.2734 loss_giou_0: 0.4581 loss_ce_1: 0.338 loss_bbox_1: 0.1969 loss_giou_1: 0.3391 loss_ce_2: 0.2751 loss_bbox_2: 0.1802 loss_giou_2: 0.3118 loss_ce_3: 0.2379 loss_bbox_3: 0.1761 loss_giou_3: 0.3032 loss_ce_4: 0.2133 loss_bbox_4: 0.1721 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:47] d2.utils.events INFO: eta: 6:42:14 iter: 364379 total_loss: 4.776 loss_ce: 0.2026 loss_bbox: 0.165 loss_giou: 0.2978 loss_ce_0: 0.421 loss_bbox_0: 0.2655 loss_giou_0: 0.4571 loss_ce_1: 0.3025 loss_bbox_1: 0.1904 loss_giou_1: 0.3303 loss_ce_2: 0.2514 loss_bbox_2: 0.1762 loss_giou_2: 0.3106 loss_ce_3: 0.2231 loss_bbox_3: 0.1716 loss_giou_3: 0.3045 loss_ce_4: 0.2077 loss_bbox_4: 0.1672 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:53] d2.utils.events INFO: eta: 6:41:53 iter: 364399 total_loss: 4.927 loss_ce: 0.2224 loss_bbox: 0.1607 loss_giou: 0.3075 loss_ce_0: 0.4374 loss_bbox_0: 0.2671 loss_giou_0: 0.4597 loss_ce_1: 0.3266 loss_bbox_1: 0.1943 loss_giou_1: 0.3431 loss_ce_2: 0.2755 loss_bbox_2: 0.175 loss_giou_2: 0.3215 loss_ce_3: 0.237 loss_bbox_3: 0.1733 loss_giou_3: 0.3148 loss_ce_4: 0.2222 loss_bbox_4: 0.1621 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 18:57:59] d2.utils.events INFO: eta: 6:41:39 iter: 364419 total_loss: 4.999 loss_ce: 0.2164 loss_bbox: 0.1548 loss_giou: 0.3042 loss_ce_0: 0.4404 loss_bbox_0: 0.2842 loss_giou_0: 0.4903 loss_ce_1: 0.3322 loss_bbox_1: 0.1954 loss_giou_1: 0.3642 loss_ce_2: 0.2821 loss_bbox_2: 0.166 loss_giou_2: 0.3279 loss_ce_3: 0.2378 loss_bbox_3: 0.1592 loss_giou_3: 0.3165 loss_ce_4: 0.2238 loss_bbox_4: 0.1556 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:04] d2.utils.events INFO: eta: 6:41:40 iter: 364439 total_loss: 4.991 loss_ce: 0.2096 loss_bbox: 0.1527 loss_giou: 0.298 loss_ce_0: 0.462 loss_bbox_0: 0.269 loss_giou_0: 0.4814 loss_ce_1: 0.3391 loss_bbox_1: 0.1878 loss_giou_1: 0.3459 loss_ce_2: 0.2689 loss_bbox_2: 0.1663 loss_giou_2: 0.3203 loss_ce_3: 0.2285 loss_bbox_3: 0.1575 loss_giou_3: 0.3131 loss_ce_4: 0.2107 loss_bbox_4: 0.1534 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:10] d2.utils.events INFO: eta: 6:41:37 iter: 364459 total_loss: 4.836 loss_ce: 0.2158 loss_bbox: 0.1617 loss_giou: 0.2936 loss_ce_0: 0.4518 loss_bbox_0: 0.2771 loss_giou_0: 0.4558 loss_ce_1: 0.3282 loss_bbox_1: 0.19 loss_giou_1: 0.3397 loss_ce_2: 0.2725 loss_bbox_2: 0.1708 loss_giou_2: 0.316 loss_ce_3: 0.2336 loss_bbox_3: 0.1662 loss_giou_3: 0.308 loss_ce_4: 0.2184 loss_bbox_4: 0.161 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:16] d2.utils.events INFO: eta: 6:41:34 iter: 364479 total_loss: 4.958 loss_ce: 0.2255 loss_bbox: 0.155 loss_giou: 0.3033 loss_ce_0: 0.4473 loss_bbox_0: 0.2749 loss_giou_0: 0.4814 loss_ce_1: 0.3415 loss_bbox_1: 0.1888 loss_giou_1: 0.349 loss_ce_2: 0.281 loss_bbox_2: 0.1746 loss_giou_2: 0.3218 loss_ce_3: 0.2439 loss_bbox_3: 0.1654 loss_giou_3: 0.3159 loss_ce_4: 0.2252 loss_bbox_4: 0.159 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:21] d2.utils.events INFO: eta: 6:41:27 iter: 364499 total_loss: 4.675 loss_ce: 0.2027 loss_bbox: 0.1532 loss_giou: 0.2965 loss_ce_0: 0.4322 loss_bbox_0: 0.2625 loss_giou_0: 0.4444 loss_ce_1: 0.3165 loss_bbox_1: 0.1805 loss_giou_1: 0.3416 loss_ce_2: 0.2543 loss_bbox_2: 0.1692 loss_giou_2: 0.3126 loss_ce_3: 0.2256 loss_bbox_3: 0.1601 loss_giou_3: 0.3073 loss_ce_4: 0.2062 loss_bbox_4: 0.1553 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:27] d2.utils.events INFO: eta: 6:41:22 iter: 364519 total_loss: 4.837 loss_ce: 0.1992 loss_bbox: 0.1535 loss_giou: 0.3127 loss_ce_0: 0.4331 loss_bbox_0: 0.2707 loss_giou_0: 0.4769 loss_ce_1: 0.3082 loss_bbox_1: 0.1867 loss_giou_1: 0.368 loss_ce_2: 0.2467 loss_bbox_2: 0.1704 loss_giou_2: 0.3346 loss_ce_3: 0.2195 loss_bbox_3: 0.159 loss_giou_3: 0.3257 loss_ce_4: 0.2045 loss_bbox_4: 0.156 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:33] d2.utils.events INFO: eta: 6:41:16 iter: 364539 total_loss: 4.674 loss_ce: 0.2151 loss_bbox: 0.1619 loss_giou: 0.2848 loss_ce_0: 0.4283 loss_bbox_0: 0.2757 loss_giou_0: 0.435 loss_ce_1: 0.3111 loss_bbox_1: 0.1932 loss_giou_1: 0.3208 loss_ce_2: 0.2659 loss_bbox_2: 0.1772 loss_giou_2: 0.2906 loss_ce_3: 0.2306 loss_bbox_3: 0.1725 loss_giou_3: 0.2899 loss_ce_4: 0.2162 loss_bbox_4: 0.1679 loss_giou_4: 0.2862 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:38] d2.utils.events INFO: eta: 6:41:02 iter: 364559 total_loss: 4.646 loss_ce: 0.1989 loss_bbox: 0.1599 loss_giou: 0.2809 loss_ce_0: 0.4232 loss_bbox_0: 0.259 loss_giou_0: 0.4283 loss_ce_1: 0.3032 loss_bbox_1: 0.1872 loss_giou_1: 0.3257 loss_ce_2: 0.2415 loss_bbox_2: 0.1741 loss_giou_2: 0.3045 loss_ce_3: 0.2151 loss_bbox_3: 0.1688 loss_giou_3: 0.2955 loss_ce_4: 0.197 loss_bbox_4: 0.1623 loss_giou_4: 0.288 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:44] d2.utils.events INFO: eta: 6:40:59 iter: 364579 total_loss: 5.24 loss_ce: 0.2219 loss_bbox: 0.1703 loss_giou: 0.3079 loss_ce_0: 0.4363 loss_bbox_0: 0.2695 loss_giou_0: 0.4839 loss_ce_1: 0.3406 loss_bbox_1: 0.1963 loss_giou_1: 0.3517 loss_ce_2: 0.2718 loss_bbox_2: 0.1858 loss_giou_2: 0.3304 loss_ce_3: 0.2387 loss_bbox_3: 0.1751 loss_giou_3: 0.3183 loss_ce_4: 0.2322 loss_bbox_4: 0.1709 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:50] d2.utils.events INFO: eta: 6:40:55 iter: 364599 total_loss: 4.829 loss_ce: 0.1968 loss_bbox: 0.1626 loss_giou: 0.3146 loss_ce_0: 0.4482 loss_bbox_0: 0.2647 loss_giou_0: 0.4895 loss_ce_1: 0.3197 loss_bbox_1: 0.1858 loss_giou_1: 0.3575 loss_ce_2: 0.2549 loss_bbox_2: 0.1678 loss_giou_2: 0.3345 loss_ce_3: 0.2119 loss_bbox_3: 0.1668 loss_giou_3: 0.3225 loss_ce_4: 0.1984 loss_bbox_4: 0.1661 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 18:58:56] d2.utils.events INFO: eta: 6:40:49 iter: 364619 total_loss: 4.744 loss_ce: 0.2027 loss_bbox: 0.154 loss_giou: 0.3057 loss_ce_0: 0.434 loss_bbox_0: 0.267 loss_giou_0: 0.4605 loss_ce_1: 0.3214 loss_bbox_1: 0.1808 loss_giou_1: 0.3621 loss_ce_2: 0.2508 loss_bbox_2: 0.1672 loss_giou_2: 0.3294 loss_ce_3: 0.2257 loss_bbox_3: 0.1618 loss_giou_3: 0.3177 loss_ce_4: 0.2063 loss_bbox_4: 0.1544 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:01] d2.utils.events INFO: eta: 6:40:50 iter: 364639 total_loss: 5.173 loss_ce: 0.2141 loss_bbox: 0.1684 loss_giou: 0.3105 loss_ce_0: 0.4602 loss_bbox_0: 0.2768 loss_giou_0: 0.4916 loss_ce_1: 0.3308 loss_bbox_1: 0.2009 loss_giou_1: 0.3622 loss_ce_2: 0.2802 loss_bbox_2: 0.1806 loss_giou_2: 0.3328 loss_ce_3: 0.244 loss_bbox_3: 0.1694 loss_giou_3: 0.3194 loss_ce_4: 0.2156 loss_bbox_4: 0.1701 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:07] d2.utils.events INFO: eta: 6:40:38 iter: 364659 total_loss: 5.001 loss_ce: 0.2224 loss_bbox: 0.1639 loss_giou: 0.3194 loss_ce_0: 0.4384 loss_bbox_0: 0.2678 loss_giou_0: 0.4688 loss_ce_1: 0.33 loss_bbox_1: 0.1902 loss_giou_1: 0.3658 loss_ce_2: 0.2724 loss_bbox_2: 0.1758 loss_giou_2: 0.3345 loss_ce_3: 0.2366 loss_bbox_3: 0.173 loss_giou_3: 0.3305 loss_ce_4: 0.2217 loss_bbox_4: 0.1695 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:13] d2.utils.events INFO: eta: 6:40:40 iter: 364679 total_loss: 4.978 loss_ce: 0.209 loss_bbox: 0.1554 loss_giou: 0.3009 loss_ce_0: 0.4404 loss_bbox_0: 0.2654 loss_giou_0: 0.4828 loss_ce_1: 0.3198 loss_bbox_1: 0.1834 loss_giou_1: 0.3428 loss_ce_2: 0.2649 loss_bbox_2: 0.1644 loss_giou_2: 0.3151 loss_ce_3: 0.2243 loss_bbox_3: 0.1582 loss_giou_3: 0.3106 loss_ce_4: 0.2117 loss_bbox_4: 0.155 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:18] d2.utils.events INFO: eta: 6:40:29 iter: 364699 total_loss: 4.828 loss_ce: 0.2176 loss_bbox: 0.1595 loss_giou: 0.3062 loss_ce_0: 0.4445 loss_bbox_0: 0.2629 loss_giou_0: 0.4621 loss_ce_1: 0.3314 loss_bbox_1: 0.1858 loss_giou_1: 0.349 loss_ce_2: 0.2702 loss_bbox_2: 0.1701 loss_giou_2: 0.3175 loss_ce_3: 0.2303 loss_bbox_3: 0.1647 loss_giou_3: 0.3146 loss_ce_4: 0.2179 loss_bbox_4: 0.1613 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:24] d2.utils.events INFO: eta: 6:40:39 iter: 364719 total_loss: 4.867 loss_ce: 0.2029 loss_bbox: 0.159 loss_giou: 0.3146 loss_ce_0: 0.4291 loss_bbox_0: 0.2614 loss_giou_0: 0.4992 loss_ce_1: 0.3221 loss_bbox_1: 0.1871 loss_giou_1: 0.3681 loss_ce_2: 0.2521 loss_bbox_2: 0.1688 loss_giou_2: 0.3371 loss_ce_3: 0.2197 loss_bbox_3: 0.1715 loss_giou_3: 0.324 loss_ce_4: 0.2093 loss_bbox_4: 0.1621 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:30] d2.utils.events INFO: eta: 6:40:37 iter: 364739 total_loss: 5.12 loss_ce: 0.2278 loss_bbox: 0.1697 loss_giou: 0.3168 loss_ce_0: 0.4392 loss_bbox_0: 0.2768 loss_giou_0: 0.51 loss_ce_1: 0.3421 loss_bbox_1: 0.1992 loss_giou_1: 0.3728 loss_ce_2: 0.2728 loss_bbox_2: 0.1789 loss_giou_2: 0.3426 loss_ce_3: 0.2473 loss_bbox_3: 0.1736 loss_giou_3: 0.3308 loss_ce_4: 0.2277 loss_bbox_4: 0.1721 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:36] d2.utils.events INFO: eta: 6:40:20 iter: 364759 total_loss: 4.679 loss_ce: 0.2043 loss_bbox: 0.1563 loss_giou: 0.2979 loss_ce_0: 0.4525 loss_bbox_0: 0.2839 loss_giou_0: 0.4461 loss_ce_1: 0.3353 loss_bbox_1: 0.1985 loss_giou_1: 0.3405 loss_ce_2: 0.2619 loss_bbox_2: 0.1792 loss_giou_2: 0.3121 loss_ce_3: 0.2133 loss_bbox_3: 0.1637 loss_giou_3: 0.3027 loss_ce_4: 0.2049 loss_bbox_4: 0.1596 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:41] d2.utils.events INFO: eta: 6:40:22 iter: 364779 total_loss: 4.904 loss_ce: 0.2302 loss_bbox: 0.1565 loss_giou: 0.3008 loss_ce_0: 0.4505 loss_bbox_0: 0.2764 loss_giou_0: 0.4721 loss_ce_1: 0.3528 loss_bbox_1: 0.179 loss_giou_1: 0.3434 loss_ce_2: 0.2913 loss_bbox_2: 0.1678 loss_giou_2: 0.3131 loss_ce_3: 0.2531 loss_bbox_3: 0.1613 loss_giou_3: 0.3072 loss_ce_4: 0.2364 loss_bbox_4: 0.1587 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:47] d2.utils.events INFO: eta: 6:40:16 iter: 364799 total_loss: 4.926 loss_ce: 0.2029 loss_bbox: 0.1529 loss_giou: 0.3054 loss_ce_0: 0.4323 loss_bbox_0: 0.2701 loss_giou_0: 0.4518 loss_ce_1: 0.3223 loss_bbox_1: 0.1797 loss_giou_1: 0.3402 loss_ce_2: 0.2566 loss_bbox_2: 0.1691 loss_giou_2: 0.3282 loss_ce_3: 0.2219 loss_bbox_3: 0.1607 loss_giou_3: 0.3155 loss_ce_4: 0.2069 loss_bbox_4: 0.1533 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0202 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:52] d2.utils.events INFO: eta: 6:40:15 iter: 364819 total_loss: 4.829 loss_ce: 0.2138 loss_bbox: 0.1621 loss_giou: 0.3052 loss_ce_0: 0.4461 loss_bbox_0: 0.2717 loss_giou_0: 0.4555 loss_ce_1: 0.3286 loss_bbox_1: 0.197 loss_giou_1: 0.3483 loss_ce_2: 0.2762 loss_bbox_2: 0.1816 loss_giou_2: 0.3248 loss_ce_3: 0.2367 loss_bbox_3: 0.1737 loss_giou_3: 0.312 loss_ce_4: 0.2195 loss_bbox_4: 0.166 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 18:59:58] d2.utils.events INFO: eta: 6:40:07 iter: 364839 total_loss: 5.193 loss_ce: 0.2267 loss_bbox: 0.1589 loss_giou: 0.3323 loss_ce_0: 0.4597 loss_bbox_0: 0.2791 loss_giou_0: 0.5025 loss_ce_1: 0.3409 loss_bbox_1: 0.1933 loss_giou_1: 0.3855 loss_ce_2: 0.2813 loss_bbox_2: 0.174 loss_giou_2: 0.3541 loss_ce_3: 0.2501 loss_bbox_3: 0.1664 loss_giou_3: 0.3378 loss_ce_4: 0.2355 loss_bbox_4: 0.1634 loss_giou_4: 0.3378 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:04] d2.utils.events INFO: eta: 6:39:59 iter: 364859 total_loss: 4.736 loss_ce: 0.2174 loss_bbox: 0.1594 loss_giou: 0.2964 loss_ce_0: 0.4219 loss_bbox_0: 0.2598 loss_giou_0: 0.4568 loss_ce_1: 0.334 loss_bbox_1: 0.1867 loss_giou_1: 0.3361 loss_ce_2: 0.2717 loss_bbox_2: 0.1676 loss_giou_2: 0.309 loss_ce_3: 0.2381 loss_bbox_3: 0.1648 loss_giou_3: 0.3052 loss_ce_4: 0.2228 loss_bbox_4: 0.1607 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:10] d2.utils.events INFO: eta: 6:39:53 iter: 364879 total_loss: 4.849 loss_ce: 0.2211 loss_bbox: 0.151 loss_giou: 0.3076 loss_ce_0: 0.427 loss_bbox_0: 0.2583 loss_giou_0: 0.486 loss_ce_1: 0.305 loss_bbox_1: 0.1802 loss_giou_1: 0.3646 loss_ce_2: 0.2579 loss_bbox_2: 0.1619 loss_giou_2: 0.3329 loss_ce_3: 0.2268 loss_bbox_3: 0.1569 loss_giou_3: 0.3276 loss_ce_4: 0.2205 loss_bbox_4: 0.1537 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:15] d2.utils.events INFO: eta: 6:39:44 iter: 364899 total_loss: 4.828 loss_ce: 0.2102 loss_bbox: 0.1513 loss_giou: 0.2781 loss_ce_0: 0.4337 loss_bbox_0: 0.2626 loss_giou_0: 0.4548 loss_ce_1: 0.3224 loss_bbox_1: 0.1831 loss_giou_1: 0.3297 loss_ce_2: 0.2594 loss_bbox_2: 0.1583 loss_giou_2: 0.2975 loss_ce_3: 0.227 loss_bbox_3: 0.1653 loss_giou_3: 0.2913 loss_ce_4: 0.2132 loss_bbox_4: 0.1575 loss_giou_4: 0.2815 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:21] d2.utils.events INFO: eta: 6:39:33 iter: 364919 total_loss: 4.89 loss_ce: 0.2183 loss_bbox: 0.1616 loss_giou: 0.3098 loss_ce_0: 0.4452 loss_bbox_0: 0.2668 loss_giou_0: 0.4867 loss_ce_1: 0.3272 loss_bbox_1: 0.1813 loss_giou_1: 0.3667 loss_ce_2: 0.2714 loss_bbox_2: 0.1686 loss_giou_2: 0.3275 loss_ce_3: 0.2319 loss_bbox_3: 0.1637 loss_giou_3: 0.3193 loss_ce_4: 0.2195 loss_bbox_4: 0.161 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:27] d2.utils.events INFO: eta: 6:39:39 iter: 364939 total_loss: 5.252 loss_ce: 0.2283 loss_bbox: 0.1613 loss_giou: 0.3387 loss_ce_0: 0.451 loss_bbox_0: 0.2733 loss_giou_0: 0.5082 loss_ce_1: 0.3518 loss_bbox_1: 0.187 loss_giou_1: 0.3901 loss_ce_2: 0.2822 loss_bbox_2: 0.1706 loss_giou_2: 0.3637 loss_ce_3: 0.2408 loss_bbox_3: 0.1621 loss_giou_3: 0.3516 loss_ce_4: 0.24 loss_bbox_4: 0.1604 loss_giou_4: 0.3437 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:32] d2.utils.events INFO: eta: 6:39:32 iter: 364959 total_loss: 4.846 loss_ce: 0.2018 loss_bbox: 0.155 loss_giou: 0.2904 loss_ce_0: 0.4317 loss_bbox_0: 0.2684 loss_giou_0: 0.476 loss_ce_1: 0.3125 loss_bbox_1: 0.1868 loss_giou_1: 0.3422 loss_ce_2: 0.2516 loss_bbox_2: 0.1648 loss_giou_2: 0.3091 loss_ce_3: 0.212 loss_bbox_3: 0.1611 loss_giou_3: 0.2996 loss_ce_4: 0.2077 loss_bbox_4: 0.156 loss_giou_4: 0.2873 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:38] d2.utils.events INFO: eta: 6:39:25 iter: 364979 total_loss: 4.709 loss_ce: 0.1973 loss_bbox: 0.1575 loss_giou: 0.3007 loss_ce_0: 0.4316 loss_bbox_0: 0.2632 loss_giou_0: 0.469 loss_ce_1: 0.3168 loss_bbox_1: 0.1799 loss_giou_1: 0.3434 loss_ce_2: 0.2566 loss_bbox_2: 0.1674 loss_giou_2: 0.3142 loss_ce_3: 0.2175 loss_bbox_3: 0.167 loss_giou_3: 0.3052 loss_ce_4: 0.2089 loss_bbox_4: 0.1618 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:44] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0364999.pth [11/03 19:00:46] d2.utils.events INFO: eta: 6:39:12 iter: 364999 total_loss: 4.94 loss_ce: 0.209 loss_bbox: 0.1618 loss_giou: 0.3046 loss_ce_0: 0.4316 loss_bbox_0: 0.2718 loss_giou_0: 0.4628 loss_ce_1: 0.3246 loss_bbox_1: 0.1908 loss_giou_1: 0.3483 loss_ce_2: 0.2617 loss_bbox_2: 0.1767 loss_giou_2: 0.3211 loss_ce_3: 0.2274 loss_bbox_3: 0.1704 loss_giou_3: 0.3095 loss_ce_4: 0.2153 loss_bbox_4: 0.1631 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:52] d2.utils.events INFO: eta: 6:39:10 iter: 365019 total_loss: 4.93 loss_ce: 0.2059 loss_bbox: 0.1476 loss_giou: 0.3082 loss_ce_0: 0.4381 loss_bbox_0: 0.2649 loss_giou_0: 0.4828 loss_ce_1: 0.3195 loss_bbox_1: 0.1803 loss_giou_1: 0.3604 loss_ce_2: 0.2623 loss_bbox_2: 0.1686 loss_giou_2: 0.335 loss_ce_3: 0.2283 loss_bbox_3: 0.1579 loss_giou_3: 0.3197 loss_ce_4: 0.2124 loss_bbox_4: 0.1554 loss_giou_4: 0.3132 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 19:00:57] d2.utils.events INFO: eta: 6:39:08 iter: 365039 total_loss: 4.992 loss_ce: 0.2266 loss_bbox: 0.1642 loss_giou: 0.3061 loss_ce_0: 0.4405 loss_bbox_0: 0.2646 loss_giou_0: 0.4871 loss_ce_1: 0.3274 loss_bbox_1: 0.1824 loss_giou_1: 0.356 loss_ce_2: 0.2685 loss_bbox_2: 0.1694 loss_giou_2: 0.3277 loss_ce_3: 0.2472 loss_bbox_3: 0.1668 loss_giou_3: 0.3167 loss_ce_4: 0.2321 loss_bbox_4: 0.1631 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:03] d2.utils.events INFO: eta: 6:39:03 iter: 365059 total_loss: 5.243 loss_ce: 0.2281 loss_bbox: 0.1733 loss_giou: 0.3368 loss_ce_0: 0.4396 loss_bbox_0: 0.2822 loss_giou_0: 0.4921 loss_ce_1: 0.3308 loss_bbox_1: 0.1968 loss_giou_1: 0.3758 loss_ce_2: 0.2775 loss_bbox_2: 0.1853 loss_giou_2: 0.353 loss_ce_3: 0.2509 loss_bbox_3: 0.1811 loss_giou_3: 0.342 loss_ce_4: 0.2338 loss_bbox_4: 0.1758 loss_giou_4: 0.34 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:09] d2.utils.events INFO: eta: 6:38:58 iter: 365079 total_loss: 4.97 loss_ce: 0.2217 loss_bbox: 0.1665 loss_giou: 0.3299 loss_ce_0: 0.4284 loss_bbox_0: 0.2667 loss_giou_0: 0.4956 loss_ce_1: 0.3269 loss_bbox_1: 0.1927 loss_giou_1: 0.3665 loss_ce_2: 0.2731 loss_bbox_2: 0.1722 loss_giou_2: 0.346 loss_ce_3: 0.2442 loss_bbox_3: 0.1654 loss_giou_3: 0.3371 loss_ce_4: 0.2272 loss_bbox_4: 0.1665 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:14] d2.utils.events INFO: eta: 6:38:52 iter: 365099 total_loss: 4.868 loss_ce: 0.2145 loss_bbox: 0.1607 loss_giou: 0.3093 loss_ce_0: 0.4372 loss_bbox_0: 0.2843 loss_giou_0: 0.467 loss_ce_1: 0.3182 loss_bbox_1: 0.1938 loss_giou_1: 0.3484 loss_ce_2: 0.2568 loss_bbox_2: 0.1788 loss_giou_2: 0.3182 loss_ce_3: 0.2271 loss_bbox_3: 0.1689 loss_giou_3: 0.3134 loss_ce_4: 0.2154 loss_bbox_4: 0.1668 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:20] d2.utils.events INFO: eta: 6:38:37 iter: 365119 total_loss: 4.818 loss_ce: 0.2073 loss_bbox: 0.1511 loss_giou: 0.2873 loss_ce_0: 0.423 loss_bbox_0: 0.2596 loss_giou_0: 0.4568 loss_ce_1: 0.3149 loss_bbox_1: 0.1817 loss_giou_1: 0.3368 loss_ce_2: 0.2498 loss_bbox_2: 0.1633 loss_giou_2: 0.3075 loss_ce_3: 0.218 loss_bbox_3: 0.158 loss_giou_3: 0.3005 loss_ce_4: 0.2023 loss_bbox_4: 0.1554 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:26] d2.utils.events INFO: eta: 6:38:40 iter: 365139 total_loss: 5.031 loss_ce: 0.2099 loss_bbox: 0.1514 loss_giou: 0.3132 loss_ce_0: 0.4433 loss_bbox_0: 0.2791 loss_giou_0: 0.4699 loss_ce_1: 0.3266 loss_bbox_1: 0.1797 loss_giou_1: 0.3572 loss_ce_2: 0.2569 loss_bbox_2: 0.1688 loss_giou_2: 0.3278 loss_ce_3: 0.2324 loss_bbox_3: 0.1569 loss_giou_3: 0.3261 loss_ce_4: 0.2151 loss_bbox_4: 0.1532 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0186 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:31] d2.utils.events INFO: eta: 6:38:38 iter: 365159 total_loss: 4.605 loss_ce: 0.1908 loss_bbox: 0.1599 loss_giou: 0.2853 loss_ce_0: 0.4244 loss_bbox_0: 0.2671 loss_giou_0: 0.4341 loss_ce_1: 0.3095 loss_bbox_1: 0.1797 loss_giou_1: 0.3201 loss_ce_2: 0.241 loss_bbox_2: 0.1692 loss_giou_2: 0.2996 loss_ce_3: 0.2059 loss_bbox_3: 0.1633 loss_giou_3: 0.2921 loss_ce_4: 0.1919 loss_bbox_4: 0.1601 loss_giou_4: 0.2848 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:37] d2.utils.events INFO: eta: 6:38:33 iter: 365179 total_loss: 4.669 loss_ce: 0.205 loss_bbox: 0.1513 loss_giou: 0.2961 loss_ce_0: 0.4256 loss_bbox_0: 0.2566 loss_giou_0: 0.4572 loss_ce_1: 0.317 loss_bbox_1: 0.1744 loss_giou_1: 0.3333 loss_ce_2: 0.26 loss_bbox_2: 0.1598 loss_giou_2: 0.3137 loss_ce_3: 0.2288 loss_bbox_3: 0.1564 loss_giou_3: 0.3062 loss_ce_4: 0.2019 loss_bbox_4: 0.1522 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:43] d2.utils.events INFO: eta: 6:38:24 iter: 365199 total_loss: 4.966 loss_ce: 0.2127 loss_bbox: 0.1579 loss_giou: 0.3013 loss_ce_0: 0.4449 loss_bbox_0: 0.2689 loss_giou_0: 0.478 loss_ce_1: 0.3236 loss_bbox_1: 0.1908 loss_giou_1: 0.3463 loss_ce_2: 0.2595 loss_bbox_2: 0.1712 loss_giou_2: 0.3147 loss_ce_3: 0.23 loss_bbox_3: 0.1683 loss_giou_3: 0.307 loss_ce_4: 0.2158 loss_bbox_4: 0.1618 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:48] d2.utils.events INFO: eta: 6:38:18 iter: 365219 total_loss: 4.781 loss_ce: 0.2238 loss_bbox: 0.1477 loss_giou: 0.2884 loss_ce_0: 0.4447 loss_bbox_0: 0.2647 loss_giou_0: 0.4731 loss_ce_1: 0.3261 loss_bbox_1: 0.1824 loss_giou_1: 0.3445 loss_ce_2: 0.2701 loss_bbox_2: 0.1607 loss_giou_2: 0.3076 loss_ce_3: 0.2373 loss_bbox_3: 0.1532 loss_giou_3: 0.299 loss_ce_4: 0.2265 loss_bbox_4: 0.1493 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:01:54] d2.utils.events INFO: eta: 6:38:15 iter: 365239 total_loss: 4.803 loss_ce: 0.215 loss_bbox: 0.1611 loss_giou: 0.2902 loss_ce_0: 0.4536 loss_bbox_0: 0.2707 loss_giou_0: 0.4539 loss_ce_1: 0.3394 loss_bbox_1: 0.1923 loss_giou_1: 0.3258 loss_ce_2: 0.2793 loss_bbox_2: 0.1764 loss_giou_2: 0.3052 loss_ce_3: 0.237 loss_bbox_3: 0.166 loss_giou_3: 0.2952 loss_ce_4: 0.2203 loss_bbox_4: 0.166 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:00] d2.utils.events INFO: eta: 6:38:15 iter: 365259 total_loss: 4.868 loss_ce: 0.2121 loss_bbox: 0.1588 loss_giou: 0.3055 loss_ce_0: 0.428 loss_bbox_0: 0.2687 loss_giou_0: 0.4506 loss_ce_1: 0.3303 loss_bbox_1: 0.1854 loss_giou_1: 0.3554 loss_ce_2: 0.2617 loss_bbox_2: 0.1705 loss_giou_2: 0.3215 loss_ce_3: 0.2309 loss_bbox_3: 0.1583 loss_giou_3: 0.3175 loss_ce_4: 0.2143 loss_bbox_4: 0.1615 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:06] d2.utils.events INFO: eta: 6:38:17 iter: 365279 total_loss: 5.019 loss_ce: 0.2372 loss_bbox: 0.1588 loss_giou: 0.3248 loss_ce_0: 0.4459 loss_bbox_0: 0.2629 loss_giou_0: 0.4899 loss_ce_1: 0.3289 loss_bbox_1: 0.1877 loss_giou_1: 0.3689 loss_ce_2: 0.276 loss_bbox_2: 0.1743 loss_giou_2: 0.3377 loss_ce_3: 0.2428 loss_bbox_3: 0.1652 loss_giou_3: 0.3356 loss_ce_4: 0.2353 loss_bbox_4: 0.1634 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:11] d2.utils.events INFO: eta: 6:38:04 iter: 365299 total_loss: 4.489 loss_ce: 0.1919 loss_bbox: 0.1426 loss_giou: 0.2886 loss_ce_0: 0.4231 loss_bbox_0: 0.2506 loss_giou_0: 0.4513 loss_ce_1: 0.3094 loss_bbox_1: 0.1766 loss_giou_1: 0.326 loss_ce_2: 0.2478 loss_bbox_2: 0.1541 loss_giou_2: 0.3027 loss_ce_3: 0.2191 loss_bbox_3: 0.1467 loss_giou_3: 0.2971 loss_ce_4: 0.2044 loss_bbox_4: 0.1419 loss_giou_4: 0.2889 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:17] d2.utils.events INFO: eta: 6:38:00 iter: 365319 total_loss: 5.096 loss_ce: 0.2498 loss_bbox: 0.1625 loss_giou: 0.3194 loss_ce_0: 0.4481 loss_bbox_0: 0.2853 loss_giou_0: 0.4923 loss_ce_1: 0.3466 loss_bbox_1: 0.202 loss_giou_1: 0.3524 loss_ce_2: 0.2829 loss_bbox_2: 0.1805 loss_giou_2: 0.3323 loss_ce_3: 0.2601 loss_bbox_3: 0.1754 loss_giou_3: 0.3187 loss_ce_4: 0.2471 loss_bbox_4: 0.1703 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:23] d2.utils.events INFO: eta: 6:37:51 iter: 365339 total_loss: 5.045 loss_ce: 0.2216 loss_bbox: 0.1789 loss_giou: 0.3076 loss_ce_0: 0.4412 loss_bbox_0: 0.3014 loss_giou_0: 0.4638 loss_ce_1: 0.3231 loss_bbox_1: 0.2094 loss_giou_1: 0.3548 loss_ce_2: 0.2714 loss_bbox_2: 0.1985 loss_giou_2: 0.3262 loss_ce_3: 0.2426 loss_bbox_3: 0.1891 loss_giou_3: 0.312 loss_ce_4: 0.2242 loss_bbox_4: 0.1815 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:28] d2.utils.events INFO: eta: 6:37:46 iter: 365359 total_loss: 4.873 loss_ce: 0.2058 loss_bbox: 0.1528 loss_giou: 0.3107 loss_ce_0: 0.4347 loss_bbox_0: 0.2588 loss_giou_0: 0.4916 loss_ce_1: 0.3277 loss_bbox_1: 0.1803 loss_giou_1: 0.3635 loss_ce_2: 0.2604 loss_bbox_2: 0.1625 loss_giou_2: 0.3365 loss_ce_3: 0.2388 loss_bbox_3: 0.1557 loss_giou_3: 0.3227 loss_ce_4: 0.218 loss_bbox_4: 0.1574 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:34] d2.utils.events INFO: eta: 6:37:38 iter: 365379 total_loss: 4.847 loss_ce: 0.2081 loss_bbox: 0.1522 loss_giou: 0.299 loss_ce_0: 0.4263 loss_bbox_0: 0.2653 loss_giou_0: 0.486 loss_ce_1: 0.3189 loss_bbox_1: 0.1881 loss_giou_1: 0.3528 loss_ce_2: 0.2587 loss_bbox_2: 0.1726 loss_giou_2: 0.3286 loss_ce_3: 0.2296 loss_bbox_3: 0.1605 loss_giou_3: 0.31 loss_ce_4: 0.2107 loss_bbox_4: 0.1628 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:40] d2.utils.events INFO: eta: 6:37:40 iter: 365399 total_loss: 4.842 loss_ce: 0.2041 loss_bbox: 0.1507 loss_giou: 0.3006 loss_ce_0: 0.436 loss_bbox_0: 0.256 loss_giou_0: 0.4773 loss_ce_1: 0.3207 loss_bbox_1: 0.1775 loss_giou_1: 0.3435 loss_ce_2: 0.2674 loss_bbox_2: 0.1621 loss_giou_2: 0.3209 loss_ce_3: 0.2276 loss_bbox_3: 0.1589 loss_giou_3: 0.3114 loss_ce_4: 0.2112 loss_bbox_4: 0.1552 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:45] d2.utils.events INFO: eta: 6:37:48 iter: 365419 total_loss: 4.862 loss_ce: 0.2094 loss_bbox: 0.1639 loss_giou: 0.3027 loss_ce_0: 0.4288 loss_bbox_0: 0.2589 loss_giou_0: 0.4707 loss_ce_1: 0.3038 loss_bbox_1: 0.1855 loss_giou_1: 0.346 loss_ce_2: 0.2496 loss_bbox_2: 0.1733 loss_giou_2: 0.3236 loss_ce_3: 0.2324 loss_bbox_3: 0.1677 loss_giou_3: 0.3144 loss_ce_4: 0.2093 loss_bbox_4: 0.1659 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:51] d2.utils.events INFO: eta: 6:37:40 iter: 365439 total_loss: 4.88 loss_ce: 0.197 loss_bbox: 0.1574 loss_giou: 0.3018 loss_ce_0: 0.4354 loss_bbox_0: 0.2782 loss_giou_0: 0.4683 loss_ce_1: 0.3121 loss_bbox_1: 0.1769 loss_giou_1: 0.3537 loss_ce_2: 0.2559 loss_bbox_2: 0.1676 loss_giou_2: 0.3213 loss_ce_3: 0.2193 loss_bbox_3: 0.1619 loss_giou_3: 0.3149 loss_ce_4: 0.2031 loss_bbox_4: 0.1601 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:02:57] d2.utils.events INFO: eta: 6:37:39 iter: 365459 total_loss: 4.765 loss_ce: 0.2132 loss_bbox: 0.1624 loss_giou: 0.2907 loss_ce_0: 0.4228 loss_bbox_0: 0.2798 loss_giou_0: 0.4601 loss_ce_1: 0.31 loss_bbox_1: 0.1925 loss_giou_1: 0.3337 loss_ce_2: 0.2516 loss_bbox_2: 0.1771 loss_giou_2: 0.312 loss_ce_3: 0.2313 loss_bbox_3: 0.1667 loss_giou_3: 0.2986 loss_ce_4: 0.2136 loss_bbox_4: 0.1645 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:03] d2.utils.events INFO: eta: 6:37:34 iter: 365479 total_loss: 4.847 loss_ce: 0.2272 loss_bbox: 0.1587 loss_giou: 0.2988 loss_ce_0: 0.4489 loss_bbox_0: 0.2666 loss_giou_0: 0.4651 loss_ce_1: 0.33 loss_bbox_1: 0.185 loss_giou_1: 0.3305 loss_ce_2: 0.2723 loss_bbox_2: 0.1687 loss_giou_2: 0.3201 loss_ce_3: 0.2406 loss_bbox_3: 0.1641 loss_giou_3: 0.3079 loss_ce_4: 0.2285 loss_bbox_4: 0.1617 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:08] d2.utils.events INFO: eta: 6:37:23 iter: 365499 total_loss: 4.716 loss_ce: 0.2228 loss_bbox: 0.1494 loss_giou: 0.2805 loss_ce_0: 0.4407 loss_bbox_0: 0.2555 loss_giou_0: 0.4484 loss_ce_1: 0.33 loss_bbox_1: 0.1781 loss_giou_1: 0.3293 loss_ce_2: 0.259 loss_bbox_2: 0.1666 loss_giou_2: 0.301 loss_ce_3: 0.2347 loss_bbox_3: 0.1563 loss_giou_3: 0.2958 loss_ce_4: 0.2317 loss_bbox_4: 0.1524 loss_giou_4: 0.2874 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:14] d2.utils.events INFO: eta: 6:37:17 iter: 365519 total_loss: 4.747 loss_ce: 0.2198 loss_bbox: 0.1783 loss_giou: 0.2882 loss_ce_0: 0.4295 loss_bbox_0: 0.273 loss_giou_0: 0.436 loss_ce_1: 0.3184 loss_bbox_1: 0.195 loss_giou_1: 0.3265 loss_ce_2: 0.2673 loss_bbox_2: 0.1808 loss_giou_2: 0.3046 loss_ce_3: 0.2301 loss_bbox_3: 0.1811 loss_giou_3: 0.2987 loss_ce_4: 0.221 loss_bbox_4: 0.1795 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:20] d2.utils.events INFO: eta: 6:37:11 iter: 365539 total_loss: 4.88 loss_ce: 0.2163 loss_bbox: 0.1743 loss_giou: 0.3095 loss_ce_0: 0.4352 loss_bbox_0: 0.2711 loss_giou_0: 0.4448 loss_ce_1: 0.3179 loss_bbox_1: 0.2013 loss_giou_1: 0.3452 loss_ce_2: 0.2742 loss_bbox_2: 0.1813 loss_giou_2: 0.3234 loss_ce_3: 0.2297 loss_bbox_3: 0.1764 loss_giou_3: 0.3119 loss_ce_4: 0.209 loss_bbox_4: 0.1756 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:25] d2.utils.events INFO: eta: 6:37:06 iter: 365559 total_loss: 4.897 loss_ce: 0.2208 loss_bbox: 0.1542 loss_giou: 0.2967 loss_ce_0: 0.4499 loss_bbox_0: 0.2638 loss_giou_0: 0.4665 loss_ce_1: 0.3354 loss_bbox_1: 0.1807 loss_giou_1: 0.339 loss_ce_2: 0.2813 loss_bbox_2: 0.1702 loss_giou_2: 0.3094 loss_ce_3: 0.254 loss_bbox_3: 0.1635 loss_giou_3: 0.3085 loss_ce_4: 0.2292 loss_bbox_4: 0.1563 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:31] d2.utils.events INFO: eta: 6:36:57 iter: 365579 total_loss: 5.049 loss_ce: 0.2187 loss_bbox: 0.1531 loss_giou: 0.3053 loss_ce_0: 0.4411 loss_bbox_0: 0.2607 loss_giou_0: 0.484 loss_ce_1: 0.3338 loss_bbox_1: 0.1786 loss_giou_1: 0.3606 loss_ce_2: 0.274 loss_bbox_2: 0.171 loss_giou_2: 0.3294 loss_ce_3: 0.2512 loss_bbox_3: 0.1606 loss_giou_3: 0.3135 loss_ce_4: 0.2212 loss_bbox_4: 0.157 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:37] d2.utils.events INFO: eta: 6:36:54 iter: 365599 total_loss: 4.962 loss_ce: 0.2222 loss_bbox: 0.1546 loss_giou: 0.3319 loss_ce_0: 0.4355 loss_bbox_0: 0.262 loss_giou_0: 0.5022 loss_ce_1: 0.3299 loss_bbox_1: 0.1859 loss_giou_1: 0.3747 loss_ce_2: 0.2628 loss_bbox_2: 0.1697 loss_giou_2: 0.3435 loss_ce_3: 0.2363 loss_bbox_3: 0.1612 loss_giou_3: 0.3397 loss_ce_4: 0.2235 loss_bbox_4: 0.1554 loss_giou_4: 0.3366 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:42] d2.utils.events INFO: eta: 6:36:55 iter: 365619 total_loss: 5.089 loss_ce: 0.2305 loss_bbox: 0.153 loss_giou: 0.3052 loss_ce_0: 0.4577 loss_bbox_0: 0.2647 loss_giou_0: 0.4904 loss_ce_1: 0.3437 loss_bbox_1: 0.1836 loss_giou_1: 0.3579 loss_ce_2: 0.2803 loss_bbox_2: 0.1678 loss_giou_2: 0.3269 loss_ce_3: 0.2492 loss_bbox_3: 0.1621 loss_giou_3: 0.318 loss_ce_4: 0.2342 loss_bbox_4: 0.1586 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:48] d2.utils.events INFO: eta: 6:36:40 iter: 365639 total_loss: 4.588 loss_ce: 0.2004 loss_bbox: 0.1525 loss_giou: 0.3108 loss_ce_0: 0.4243 loss_bbox_0: 0.2564 loss_giou_0: 0.4687 loss_ce_1: 0.3108 loss_bbox_1: 0.1835 loss_giou_1: 0.3382 loss_ce_2: 0.251 loss_bbox_2: 0.1686 loss_giou_2: 0.3185 loss_ce_3: 0.2159 loss_bbox_3: 0.1545 loss_giou_3: 0.3115 loss_ce_4: 0.198 loss_bbox_4: 0.1511 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:54] d2.utils.events INFO: eta: 6:36:34 iter: 365659 total_loss: 5.044 loss_ce: 0.2143 loss_bbox: 0.1546 loss_giou: 0.3221 loss_ce_0: 0.4468 loss_bbox_0: 0.2773 loss_giou_0: 0.5074 loss_ce_1: 0.3312 loss_bbox_1: 0.1917 loss_giou_1: 0.3764 loss_ce_2: 0.2661 loss_bbox_2: 0.1727 loss_giou_2: 0.347 loss_ce_3: 0.2385 loss_bbox_3: 0.1619 loss_giou_3: 0.3374 loss_ce_4: 0.2269 loss_bbox_4: 0.157 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 19:03:59] d2.utils.events INFO: eta: 6:36:25 iter: 365679 total_loss: 4.533 loss_ce: 0.1826 loss_bbox: 0.1508 loss_giou: 0.2894 loss_ce_0: 0.4261 loss_bbox_0: 0.2509 loss_giou_0: 0.4555 loss_ce_1: 0.3129 loss_bbox_1: 0.1851 loss_giou_1: 0.331 loss_ce_2: 0.2469 loss_bbox_2: 0.1693 loss_giou_2: 0.3077 loss_ce_3: 0.2143 loss_bbox_3: 0.1562 loss_giou_3: 0.2941 loss_ce_4: 0.1925 loss_bbox_4: 0.1506 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:05] d2.utils.events INFO: eta: 6:36:19 iter: 365699 total_loss: 4.826 loss_ce: 0.202 loss_bbox: 0.1434 loss_giou: 0.3002 loss_ce_0: 0.4226 loss_bbox_0: 0.2465 loss_giou_0: 0.4791 loss_ce_1: 0.3103 loss_bbox_1: 0.1704 loss_giou_1: 0.3524 loss_ce_2: 0.2501 loss_bbox_2: 0.1549 loss_giou_2: 0.3229 loss_ce_3: 0.2212 loss_bbox_3: 0.1453 loss_giou_3: 0.3043 loss_ce_4: 0.2062 loss_bbox_4: 0.1438 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:11] d2.utils.events INFO: eta: 6:36:10 iter: 365719 total_loss: 4.826 loss_ce: 0.2132 loss_bbox: 0.153 loss_giou: 0.3103 loss_ce_0: 0.4153 loss_bbox_0: 0.2585 loss_giou_0: 0.4827 loss_ce_1: 0.3068 loss_bbox_1: 0.1742 loss_giou_1: 0.3592 loss_ce_2: 0.2555 loss_bbox_2: 0.1638 loss_giou_2: 0.3285 loss_ce_3: 0.2323 loss_bbox_3: 0.1615 loss_giou_3: 0.3215 loss_ce_4: 0.2186 loss_bbox_4: 0.1563 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:16] d2.utils.events INFO: eta: 6:35:57 iter: 365739 total_loss: 5.126 loss_ce: 0.2236 loss_bbox: 0.159 loss_giou: 0.3333 loss_ce_0: 0.4458 loss_bbox_0: 0.2798 loss_giou_0: 0.5083 loss_ce_1: 0.3277 loss_bbox_1: 0.1984 loss_giou_1: 0.3799 loss_ce_2: 0.2549 loss_bbox_2: 0.1819 loss_giou_2: 0.3546 loss_ce_3: 0.2338 loss_bbox_3: 0.1683 loss_giou_3: 0.339 loss_ce_4: 0.2244 loss_bbox_4: 0.1622 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:22] d2.utils.events INFO: eta: 6:35:58 iter: 365759 total_loss: 5.147 loss_ce: 0.2241 loss_bbox: 0.1563 loss_giou: 0.3297 loss_ce_0: 0.4426 loss_bbox_0: 0.2708 loss_giou_0: 0.5043 loss_ce_1: 0.3315 loss_bbox_1: 0.1971 loss_giou_1: 0.3709 loss_ce_2: 0.2768 loss_bbox_2: 0.1722 loss_giou_2: 0.3525 loss_ce_3: 0.254 loss_bbox_3: 0.1668 loss_giou_3: 0.3525 loss_ce_4: 0.2387 loss_bbox_4: 0.1607 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:28] d2.utils.events INFO: eta: 6:36:09 iter: 365779 total_loss: 4.858 loss_ce: 0.2155 loss_bbox: 0.1686 loss_giou: 0.3182 loss_ce_0: 0.4323 loss_bbox_0: 0.2676 loss_giou_0: 0.4818 loss_ce_1: 0.3222 loss_bbox_1: 0.1963 loss_giou_1: 0.3688 loss_ce_2: 0.2688 loss_bbox_2: 0.1745 loss_giou_2: 0.3345 loss_ce_3: 0.2412 loss_bbox_3: 0.1716 loss_giou_3: 0.3249 loss_ce_4: 0.2234 loss_bbox_4: 0.1698 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:33] d2.utils.events INFO: eta: 6:35:50 iter: 365799 total_loss: 4.818 loss_ce: 0.2019 loss_bbox: 0.1643 loss_giou: 0.2904 loss_ce_0: 0.4249 loss_bbox_0: 0.2745 loss_giou_0: 0.4442 loss_ce_1: 0.3175 loss_bbox_1: 0.1986 loss_giou_1: 0.3328 loss_ce_2: 0.2521 loss_bbox_2: 0.1763 loss_giou_2: 0.3107 loss_ce_3: 0.2251 loss_bbox_3: 0.1687 loss_giou_3: 0.2996 loss_ce_4: 0.2072 loss_bbox_4: 0.1656 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:39] d2.utils.events INFO: eta: 6:35:39 iter: 365819 total_loss: 4.84 loss_ce: 0.2138 loss_bbox: 0.1579 loss_giou: 0.297 loss_ce_0: 0.4416 loss_bbox_0: 0.2767 loss_giou_0: 0.4632 loss_ce_1: 0.3087 loss_bbox_1: 0.1912 loss_giou_1: 0.3477 loss_ce_2: 0.2579 loss_bbox_2: 0.1747 loss_giou_2: 0.3137 loss_ce_3: 0.2246 loss_bbox_3: 0.1653 loss_giou_3: 0.3094 loss_ce_4: 0.2155 loss_bbox_4: 0.1627 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:45] d2.utils.events INFO: eta: 6:35:30 iter: 365839 total_loss: 4.695 loss_ce: 0.2091 loss_bbox: 0.1536 loss_giou: 0.2945 loss_ce_0: 0.4205 loss_bbox_0: 0.2695 loss_giou_0: 0.4724 loss_ce_1: 0.322 loss_bbox_1: 0.1804 loss_giou_1: 0.3394 loss_ce_2: 0.2674 loss_bbox_2: 0.1667 loss_giou_2: 0.319 loss_ce_3: 0.2266 loss_bbox_3: 0.1582 loss_giou_3: 0.3048 loss_ce_4: 0.217 loss_bbox_4: 0.1585 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:51] d2.utils.events INFO: eta: 6:35:28 iter: 365859 total_loss: 5.007 loss_ce: 0.2142 loss_bbox: 0.1791 loss_giou: 0.3112 loss_ce_0: 0.4374 loss_bbox_0: 0.2836 loss_giou_0: 0.4806 loss_ce_1: 0.3165 loss_bbox_1: 0.2008 loss_giou_1: 0.3584 loss_ce_2: 0.2654 loss_bbox_2: 0.1929 loss_giou_2: 0.3339 loss_ce_3: 0.2315 loss_bbox_3: 0.186 loss_giou_3: 0.3224 loss_ce_4: 0.2228 loss_bbox_4: 0.1825 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 19:04:56] d2.utils.events INFO: eta: 6:35:27 iter: 365879 total_loss: 4.883 loss_ce: 0.1999 loss_bbox: 0.161 loss_giou: 0.3087 loss_ce_0: 0.4217 loss_bbox_0: 0.2702 loss_giou_0: 0.4856 loss_ce_1: 0.2999 loss_bbox_1: 0.1921 loss_giou_1: 0.3546 loss_ce_2: 0.2353 loss_bbox_2: 0.1753 loss_giou_2: 0.3302 loss_ce_3: 0.218 loss_bbox_3: 0.1673 loss_giou_3: 0.3133 loss_ce_4: 0.2057 loss_bbox_4: 0.1643 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:02] d2.utils.events INFO: eta: 6:35:30 iter: 365899 total_loss: 4.705 loss_ce: 0.2101 loss_bbox: 0.1575 loss_giou: 0.29 loss_ce_0: 0.4363 loss_bbox_0: 0.2636 loss_giou_0: 0.4469 loss_ce_1: 0.3249 loss_bbox_1: 0.1805 loss_giou_1: 0.3284 loss_ce_2: 0.2549 loss_bbox_2: 0.1629 loss_giou_2: 0.305 loss_ce_3: 0.2259 loss_bbox_3: 0.1564 loss_giou_3: 0.2956 loss_ce_4: 0.2072 loss_bbox_4: 0.1574 loss_giou_4: 0.2948 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:08] d2.utils.events INFO: eta: 6:35:17 iter: 365919 total_loss: 4.591 loss_ce: 0.2228 loss_bbox: 0.1593 loss_giou: 0.2928 loss_ce_0: 0.4355 loss_bbox_0: 0.2667 loss_giou_0: 0.4567 loss_ce_1: 0.3233 loss_bbox_1: 0.1769 loss_giou_1: 0.3379 loss_ce_2: 0.2712 loss_bbox_2: 0.1657 loss_giou_2: 0.313 loss_ce_3: 0.2368 loss_bbox_3: 0.1654 loss_giou_3: 0.3 loss_ce_4: 0.219 loss_bbox_4: 0.1626 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:14] d2.utils.events INFO: eta: 6:35:15 iter: 365939 total_loss: 5.01 loss_ce: 0.2329 loss_bbox: 0.1701 loss_giou: 0.3094 loss_ce_0: 0.4515 loss_bbox_0: 0.2968 loss_giou_0: 0.4695 loss_ce_1: 0.3333 loss_bbox_1: 0.2067 loss_giou_1: 0.3481 loss_ce_2: 0.2798 loss_bbox_2: 0.1866 loss_giou_2: 0.3268 loss_ce_3: 0.2378 loss_bbox_3: 0.1805 loss_giou_3: 0.3154 loss_ce_4: 0.2342 loss_bbox_4: 0.1725 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:20] d2.utils.events INFO: eta: 6:35:18 iter: 365959 total_loss: 5.048 loss_ce: 0.2387 loss_bbox: 0.1623 loss_giou: 0.3174 loss_ce_0: 0.4511 loss_bbox_0: 0.2621 loss_giou_0: 0.4819 loss_ce_1: 0.3435 loss_bbox_1: 0.1899 loss_giou_1: 0.3613 loss_ce_2: 0.2905 loss_bbox_2: 0.1712 loss_giou_2: 0.3332 loss_ce_3: 0.2487 loss_bbox_3: 0.1673 loss_giou_3: 0.3269 loss_ce_4: 0.2393 loss_bbox_4: 0.1635 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:25] d2.utils.events INFO: eta: 6:35:10 iter: 365979 total_loss: 4.952 loss_ce: 0.2044 loss_bbox: 0.1502 loss_giou: 0.312 loss_ce_0: 0.4309 loss_bbox_0: 0.2576 loss_giou_0: 0.4867 loss_ce_1: 0.3212 loss_bbox_1: 0.1847 loss_giou_1: 0.3592 loss_ce_2: 0.2587 loss_bbox_2: 0.1624 loss_giou_2: 0.3288 loss_ce_3: 0.2207 loss_bbox_3: 0.1605 loss_giou_3: 0.3205 loss_ce_4: 0.2123 loss_bbox_4: 0.155 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:31] d2.utils.events INFO: eta: 6:35:02 iter: 365999 total_loss: 4.741 loss_ce: 0.207 loss_bbox: 0.1612 loss_giou: 0.2887 loss_ce_0: 0.4451 loss_bbox_0: 0.2745 loss_giou_0: 0.4561 loss_ce_1: 0.3286 loss_bbox_1: 0.1882 loss_giou_1: 0.3351 loss_ce_2: 0.2617 loss_bbox_2: 0.169 loss_giou_2: 0.3098 loss_ce_3: 0.2294 loss_bbox_3: 0.1572 loss_giou_3: 0.3003 loss_ce_4: 0.2193 loss_bbox_4: 0.1582 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:37] d2.utils.events INFO: eta: 6:34:57 iter: 366019 total_loss: 4.992 loss_ce: 0.2089 loss_bbox: 0.1629 loss_giou: 0.3045 loss_ce_0: 0.4533 loss_bbox_0: 0.2821 loss_giou_0: 0.4802 loss_ce_1: 0.3355 loss_bbox_1: 0.194 loss_giou_1: 0.3469 loss_ce_2: 0.2683 loss_bbox_2: 0.1758 loss_giou_2: 0.3188 loss_ce_3: 0.2296 loss_bbox_3: 0.1712 loss_giou_3: 0.3135 loss_ce_4: 0.2164 loss_bbox_4: 0.1653 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:42] d2.utils.events INFO: eta: 6:34:47 iter: 366039 total_loss: 4.581 loss_ce: 0.1904 loss_bbox: 0.1507 loss_giou: 0.2809 loss_ce_0: 0.4164 loss_bbox_0: 0.2613 loss_giou_0: 0.4356 loss_ce_1: 0.3104 loss_bbox_1: 0.1795 loss_giou_1: 0.3168 loss_ce_2: 0.2561 loss_bbox_2: 0.1679 loss_giou_2: 0.2959 loss_ce_3: 0.2227 loss_bbox_3: 0.1598 loss_giou_3: 0.2831 loss_ce_4: 0.209 loss_bbox_4: 0.1497 loss_giou_4: 0.2828 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:48] d2.utils.events INFO: eta: 6:34:41 iter: 366059 total_loss: 4.777 loss_ce: 0.2027 loss_bbox: 0.1565 loss_giou: 0.3151 loss_ce_0: 0.43 loss_bbox_0: 0.2704 loss_giou_0: 0.4675 loss_ce_1: 0.3178 loss_bbox_1: 0.1916 loss_giou_1: 0.3499 loss_ce_2: 0.248 loss_bbox_2: 0.1704 loss_giou_2: 0.3338 loss_ce_3: 0.2216 loss_bbox_3: 0.1601 loss_giou_3: 0.3158 loss_ce_4: 0.2072 loss_bbox_4: 0.1604 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:54] d2.utils.events INFO: eta: 6:34:30 iter: 366079 total_loss: 4.874 loss_ce: 0.2076 loss_bbox: 0.1558 loss_giou: 0.3091 loss_ce_0: 0.4198 loss_bbox_0: 0.2554 loss_giou_0: 0.4795 loss_ce_1: 0.3216 loss_bbox_1: 0.1837 loss_giou_1: 0.3533 loss_ce_2: 0.263 loss_bbox_2: 0.1668 loss_giou_2: 0.33 loss_ce_3: 0.228 loss_bbox_3: 0.163 loss_giou_3: 0.3199 loss_ce_4: 0.2125 loss_bbox_4: 0.1573 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 19:05:59] d2.utils.events INFO: eta: 6:34:19 iter: 366099 total_loss: 5.067 loss_ce: 0.2226 loss_bbox: 0.1701 loss_giou: 0.3065 loss_ce_0: 0.4402 loss_bbox_0: 0.2787 loss_giou_0: 0.4864 loss_ce_1: 0.3266 loss_bbox_1: 0.204 loss_giou_1: 0.3661 loss_ce_2: 0.2676 loss_bbox_2: 0.1848 loss_giou_2: 0.3341 loss_ce_3: 0.2348 loss_bbox_3: 0.1739 loss_giou_3: 0.3205 loss_ce_4: 0.2294 loss_bbox_4: 0.1714 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:05] d2.utils.events INFO: eta: 6:34:31 iter: 366119 total_loss: 4.978 loss_ce: 0.2191 loss_bbox: 0.161 loss_giou: 0.3063 loss_ce_0: 0.4498 loss_bbox_0: 0.2846 loss_giou_0: 0.4701 loss_ce_1: 0.3237 loss_bbox_1: 0.196 loss_giou_1: 0.3564 loss_ce_2: 0.2658 loss_bbox_2: 0.1749 loss_giou_2: 0.3279 loss_ce_3: 0.2359 loss_bbox_3: 0.171 loss_giou_3: 0.3133 loss_ce_4: 0.225 loss_bbox_4: 0.1658 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:11] d2.utils.events INFO: eta: 6:34:10 iter: 366139 total_loss: 5.204 loss_ce: 0.2162 loss_bbox: 0.1572 loss_giou: 0.3215 loss_ce_0: 0.4322 loss_bbox_0: 0.2712 loss_giou_0: 0.4933 loss_ce_1: 0.319 loss_bbox_1: 0.1952 loss_giou_1: 0.3686 loss_ce_2: 0.2608 loss_bbox_2: 0.1711 loss_giou_2: 0.3443 loss_ce_3: 0.2292 loss_bbox_3: 0.1623 loss_giou_3: 0.3379 loss_ce_4: 0.2175 loss_bbox_4: 0.1569 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:17] d2.utils.events INFO: eta: 6:34:00 iter: 366159 total_loss: 4.835 loss_ce: 0.2175 loss_bbox: 0.1595 loss_giou: 0.2905 loss_ce_0: 0.4504 loss_bbox_0: 0.2674 loss_giou_0: 0.4687 loss_ce_1: 0.3408 loss_bbox_1: 0.1844 loss_giou_1: 0.3429 loss_ce_2: 0.2674 loss_bbox_2: 0.1733 loss_giou_2: 0.3084 loss_ce_3: 0.2401 loss_bbox_3: 0.1605 loss_giou_3: 0.3 loss_ce_4: 0.2264 loss_bbox_4: 0.1591 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0208 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:22] d2.utils.events INFO: eta: 6:33:53 iter: 366179 total_loss: 4.76 loss_ce: 0.2099 loss_bbox: 0.1528 loss_giou: 0.2962 loss_ce_0: 0.4217 loss_bbox_0: 0.2718 loss_giou_0: 0.4501 loss_ce_1: 0.3174 loss_bbox_1: 0.1834 loss_giou_1: 0.3289 loss_ce_2: 0.2517 loss_bbox_2: 0.1651 loss_giou_2: 0.3114 loss_ce_3: 0.2261 loss_bbox_3: 0.164 loss_giou_3: 0.3063 loss_ce_4: 0.2118 loss_bbox_4: 0.1554 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:28] d2.utils.events INFO: eta: 6:33:45 iter: 366199 total_loss: 4.894 loss_ce: 0.1996 loss_bbox: 0.1533 loss_giou: 0.3086 loss_ce_0: 0.4326 loss_bbox_0: 0.2614 loss_giou_0: 0.4821 loss_ce_1: 0.3096 loss_bbox_1: 0.176 loss_giou_1: 0.3553 loss_ce_2: 0.245 loss_bbox_2: 0.1641 loss_giou_2: 0.3316 loss_ce_3: 0.2111 loss_bbox_3: 0.1602 loss_giou_3: 0.3238 loss_ce_4: 0.2066 loss_bbox_4: 0.1556 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:34] d2.utils.events INFO: eta: 6:33:36 iter: 366219 total_loss: 4.74 loss_ce: 0.1973 loss_bbox: 0.1555 loss_giou: 0.2932 loss_ce_0: 0.4343 loss_bbox_0: 0.2482 loss_giou_0: 0.4503 loss_ce_1: 0.3237 loss_bbox_1: 0.1762 loss_giou_1: 0.3296 loss_ce_2: 0.2469 loss_bbox_2: 0.1651 loss_giou_2: 0.3053 loss_ce_3: 0.2121 loss_bbox_3: 0.1612 loss_giou_3: 0.3018 loss_ce_4: 0.1984 loss_bbox_4: 0.1562 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:39] d2.utils.events INFO: eta: 6:33:13 iter: 366239 total_loss: 4.53 loss_ce: 0.1813 loss_bbox: 0.1529 loss_giou: 0.2771 loss_ce_0: 0.3974 loss_bbox_0: 0.2578 loss_giou_0: 0.4232 loss_ce_1: 0.2939 loss_bbox_1: 0.1856 loss_giou_1: 0.3276 loss_ce_2: 0.2305 loss_bbox_2: 0.1659 loss_giou_2: 0.3057 loss_ce_3: 0.2075 loss_bbox_3: 0.1592 loss_giou_3: 0.2868 loss_ce_4: 0.1927 loss_bbox_4: 0.1589 loss_giou_4: 0.2843 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:45] d2.utils.events INFO: eta: 6:32:56 iter: 366259 total_loss: 5.114 loss_ce: 0.2304 loss_bbox: 0.1709 loss_giou: 0.3153 loss_ce_0: 0.4459 loss_bbox_0: 0.2827 loss_giou_0: 0.4609 loss_ce_1: 0.3413 loss_bbox_1: 0.1992 loss_giou_1: 0.3591 loss_ce_2: 0.2841 loss_bbox_2: 0.1802 loss_giou_2: 0.3365 loss_ce_3: 0.2581 loss_bbox_3: 0.175 loss_giou_3: 0.3227 loss_ce_4: 0.2444 loss_bbox_4: 0.172 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:51] d2.utils.events INFO: eta: 6:32:43 iter: 366279 total_loss: 4.826 loss_ce: 0.2013 loss_bbox: 0.148 loss_giou: 0.3007 loss_ce_0: 0.4293 loss_bbox_0: 0.2701 loss_giou_0: 0.4897 loss_ce_1: 0.32 loss_bbox_1: 0.1846 loss_giou_1: 0.3422 loss_ce_2: 0.2499 loss_bbox_2: 0.1611 loss_giou_2: 0.3237 loss_ce_3: 0.2205 loss_bbox_3: 0.1556 loss_giou_3: 0.3092 loss_ce_4: 0.2094 loss_bbox_4: 0.1538 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 19:06:56] d2.utils.events INFO: eta: 6:32:46 iter: 366299 total_loss: 4.716 loss_ce: 0.2113 loss_bbox: 0.1469 loss_giou: 0.2914 loss_ce_0: 0.4222 loss_bbox_0: 0.2513 loss_giou_0: 0.4681 loss_ce_1: 0.3113 loss_bbox_1: 0.1829 loss_giou_1: 0.342 loss_ce_2: 0.2549 loss_bbox_2: 0.1669 loss_giou_2: 0.3157 loss_ce_3: 0.2232 loss_bbox_3: 0.1568 loss_giou_3: 0.3019 loss_ce_4: 0.214 loss_bbox_4: 0.1509 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:02] d2.utils.events INFO: eta: 6:32:36 iter: 366319 total_loss: 5.057 loss_ce: 0.2129 loss_bbox: 0.1575 loss_giou: 0.3198 loss_ce_0: 0.4328 loss_bbox_0: 0.2711 loss_giou_0: 0.4787 loss_ce_1: 0.3275 loss_bbox_1: 0.1919 loss_giou_1: 0.3576 loss_ce_2: 0.2605 loss_bbox_2: 0.168 loss_giou_2: 0.3399 loss_ce_3: 0.2347 loss_bbox_3: 0.1657 loss_giou_3: 0.322 loss_ce_4: 0.2175 loss_bbox_4: 0.1605 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:08] d2.utils.events INFO: eta: 6:32:36 iter: 366339 total_loss: 4.75 loss_ce: 0.2001 loss_bbox: 0.1603 loss_giou: 0.2842 loss_ce_0: 0.443 loss_bbox_0: 0.2698 loss_giou_0: 0.4671 loss_ce_1: 0.3183 loss_bbox_1: 0.1813 loss_giou_1: 0.3429 loss_ce_2: 0.2561 loss_bbox_2: 0.1665 loss_giou_2: 0.3113 loss_ce_3: 0.2133 loss_bbox_3: 0.1636 loss_giou_3: 0.2971 loss_ce_4: 0.203 loss_bbox_4: 0.1627 loss_giou_4: 0.2879 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:13] d2.utils.events INFO: eta: 6:32:31 iter: 366359 total_loss: 5.03 loss_ce: 0.2219 loss_bbox: 0.1661 loss_giou: 0.3076 loss_ce_0: 0.4527 loss_bbox_0: 0.2743 loss_giou_0: 0.4805 loss_ce_1: 0.3515 loss_bbox_1: 0.194 loss_giou_1: 0.3448 loss_ce_2: 0.2781 loss_bbox_2: 0.179 loss_giou_2: 0.3204 loss_ce_3: 0.24 loss_bbox_3: 0.1681 loss_giou_3: 0.3149 loss_ce_4: 0.229 loss_bbox_4: 0.1666 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:19] d2.utils.events INFO: eta: 6:32:26 iter: 366379 total_loss: 4.861 loss_ce: 0.2117 loss_bbox: 0.1689 loss_giou: 0.3136 loss_ce_0: 0.439 loss_bbox_0: 0.2825 loss_giou_0: 0.4507 loss_ce_1: 0.3206 loss_bbox_1: 0.2033 loss_giou_1: 0.3397 loss_ce_2: 0.2656 loss_bbox_2: 0.1828 loss_giou_2: 0.3235 loss_ce_3: 0.2352 loss_bbox_3: 0.1728 loss_giou_3: 0.318 loss_ce_4: 0.2159 loss_bbox_4: 0.1715 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:25] d2.utils.events INFO: eta: 6:32:22 iter: 366399 total_loss: 4.869 loss_ce: 0.2079 loss_bbox: 0.1569 loss_giou: 0.3114 loss_ce_0: 0.4478 loss_bbox_0: 0.2669 loss_giou_0: 0.4754 loss_ce_1: 0.327 loss_bbox_1: 0.183 loss_giou_1: 0.3561 loss_ce_2: 0.258 loss_bbox_2: 0.1712 loss_giou_2: 0.3366 loss_ce_3: 0.2274 loss_bbox_3: 0.1623 loss_giou_3: 0.3218 loss_ce_4: 0.2142 loss_bbox_4: 0.1581 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:31] d2.utils.events INFO: eta: 6:32:15 iter: 366419 total_loss: 4.985 loss_ce: 0.2333 loss_bbox: 0.1653 loss_giou: 0.3097 loss_ce_0: 0.4389 loss_bbox_0: 0.274 loss_giou_0: 0.4739 loss_ce_1: 0.3404 loss_bbox_1: 0.1888 loss_giou_1: 0.3327 loss_ce_2: 0.2846 loss_bbox_2: 0.171 loss_giou_2: 0.3141 loss_ce_3: 0.2443 loss_bbox_3: 0.1742 loss_giou_3: 0.3154 loss_ce_4: 0.2333 loss_bbox_4: 0.166 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:36] d2.utils.events INFO: eta: 6:32:06 iter: 366439 total_loss: 4.808 loss_ce: 0.2004 loss_bbox: 0.1572 loss_giou: 0.2992 loss_ce_0: 0.433 loss_bbox_0: 0.2835 loss_giou_0: 0.4475 loss_ce_1: 0.327 loss_bbox_1: 0.1845 loss_giou_1: 0.3319 loss_ce_2: 0.2508 loss_bbox_2: 0.1705 loss_giou_2: 0.3146 loss_ce_3: 0.2165 loss_bbox_3: 0.1634 loss_giou_3: 0.3083 loss_ce_4: 0.2032 loss_bbox_4: 0.1612 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:42] d2.utils.events INFO: eta: 6:31:51 iter: 366459 total_loss: 4.955 loss_ce: 0.2028 loss_bbox: 0.1614 loss_giou: 0.3188 loss_ce_0: 0.4323 loss_bbox_0: 0.2653 loss_giou_0: 0.4906 loss_ce_1: 0.314 loss_bbox_1: 0.1909 loss_giou_1: 0.3668 loss_ce_2: 0.2611 loss_bbox_2: 0.1705 loss_giou_2: 0.3357 loss_ce_3: 0.2247 loss_bbox_3: 0.1669 loss_giou_3: 0.3305 loss_ce_4: 0.2122 loss_bbox_4: 0.1636 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:48] d2.utils.events INFO: eta: 6:31:51 iter: 366479 total_loss: 4.846 loss_ce: 0.203 loss_bbox: 0.1559 loss_giou: 0.3075 loss_ce_0: 0.4237 loss_bbox_0: 0.2617 loss_giou_0: 0.483 loss_ce_1: 0.3195 loss_bbox_1: 0.1874 loss_giou_1: 0.3539 loss_ce_2: 0.2519 loss_bbox_2: 0.1716 loss_giou_2: 0.3283 loss_ce_3: 0.2153 loss_bbox_3: 0.1636 loss_giou_3: 0.3154 loss_ce_4: 0.2087 loss_bbox_4: 0.1577 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 19:07:54] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 19:07:54] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 19:07:54] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 19:07:54] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 19:07:54] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 19:07:55] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 19:08:01] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0009 s/iter. Inference: 0.0464 s/iter. Eval: 0.0003 s/iter. Total: 0.0476 s/iter. ETA=0:00:29 [11/03 19:08:06] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0024 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:26 [11/03 19:08:11] d2.evaluation.evaluator INFO: Inference done 209/625. Dataloading: 0.0026 s/iter. Inference: 0.0477 s/iter. Eval: 0.0004 s/iter. Total: 0.0508 s/iter. ETA=0:00:21 [11/03 19:08:16] d2.evaluation.evaluator INFO: Inference done 304/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:16 [11/03 19:08:22] d2.evaluation.evaluator INFO: Inference done 403/625. Dataloading: 0.0028 s/iter. Inference: 0.0480 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:11 [11/03 19:08:27] d2.evaluation.evaluator INFO: Inference done 500/625. Dataloading: 0.0027 s/iter. Inference: 0.0482 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:06 [11/03 19:08:32] d2.evaluation.evaluator INFO: Inference done 596/625. Dataloading: 0.0029 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:01 [11/03 19:08:33] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.328739 (0.052143 s / iter per device, on 8 devices) [11/03 19:08:33] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048232 s / iter per device, on 8 devices) [11/03 19:08:43] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 19:08:43] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 19:08:46] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 19:08:51] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 19:09:04] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.48 seconds. [11/03 19:09:04] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 19:09:06] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.42 seconds. [11/03 19:09:06] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.569 | 63.869 | 47.836 | 26.452 | 47.406 | 60.156 | [11/03 19:09:06] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.643 | bicycle | 30.588 | car | 45.656 | | motorcycle | 46.164 | airplane | 70.263 | bus | 67.175 | | train | 66.040 | truck | 40.716 | boat | 27.681 | | traffic light | 28.022 | fire hydrant | 70.712 | stop sign | 68.799 | | parking meter | 44.667 | bench | 27.586 | bird | 38.452 | | cat | 72.875 | dog | 68.193 | horse | 61.419 | | sheep | 54.084 | cow | 61.712 | elephant | 67.803 | | bear | 75.843 | zebra | 68.957 | giraffe | 69.108 | | backpack | 16.372 | umbrella | 38.371 | handbag | 17.951 | | tie | 34.370 | suitcase | 44.417 | frisbee | 69.776 | | skis | 27.728 | snowboard | 47.802 | sports ball | 48.306 | | kite | 47.101 | baseball bat | 35.951 | baseball glove | 40.504 | | skateboard | 56.804 | surfboard | 40.909 | tennis racket | 50.843 | | bottle | 38.732 | wine glass | 35.595 | cup | 44.062 | | fork | 38.151 | knife | 19.899 | spoon | 20.974 | | bowl | 43.957 | banana | 25.169 | apple | 22.099 | | sandwich | 39.398 | orange | 31.856 | broccoli | 22.485 | | carrot | 22.176 | hot dog | 40.471 | pizza | 56.116 | | donut | 50.979 | cake | 37.775 | chair | 28.406 | | couch | 48.606 | potted plant | 28.157 | bed | 51.661 | | dining table | 30.817 | toilet | 63.981 | tv | 58.152 | | laptop | 62.345 | mouse | 61.675 | remote | 37.051 | | keyboard | 52.364 | cell phone | 38.592 | microwave | 66.490 | | oven | 37.218 | toaster | 35.523 | sink | 38.374 | | refrigerator | 61.013 | book | 14.727 | clock | 50.441 | | vase | 40.629 | scissors | 39.531 | teddy bear | 48.006 | | hair drier | 5.761 | toothbrush | 30.740 | | | [11/03 19:09:07] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 19:09:07] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 19:09:07] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 19:09:07] d2.evaluation.testing INFO: copypaste: 44.5690,63.8690,47.8362,26.4517,47.4063,60.1557 [11/03 19:09:07] d2.utils.events INFO: eta: 6:31:54 iter: 366499 total_loss: 5.02 loss_ce: 0.2178 loss_bbox: 0.1695 loss_giou: 0.3113 loss_ce_0: 0.4502 loss_bbox_0: 0.2718 loss_giou_0: 0.4567 loss_ce_1: 0.3259 loss_bbox_1: 0.1977 loss_giou_1: 0.3456 loss_ce_2: 0.2685 loss_bbox_2: 0.1774 loss_giou_2: 0.3186 loss_ce_3: 0.2354 loss_bbox_3: 0.169 loss_giou_3: 0.3157 loss_ce_4: 0.2246 loss_bbox_4: 0.1703 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:12] d2.utils.events INFO: eta: 6:31:59 iter: 366519 total_loss: 4.774 loss_ce: 0.2128 loss_bbox: 0.158 loss_giou: 0.3127 loss_ce_0: 0.4262 loss_bbox_0: 0.2757 loss_giou_0: 0.4644 loss_ce_1: 0.3247 loss_bbox_1: 0.1861 loss_giou_1: 0.3591 loss_ce_2: 0.2573 loss_bbox_2: 0.1708 loss_giou_2: 0.335 loss_ce_3: 0.2318 loss_bbox_3: 0.1647 loss_giou_3: 0.3252 loss_ce_4: 0.2091 loss_bbox_4: 0.16 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0181 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:18] d2.utils.events INFO: eta: 6:31:54 iter: 366539 total_loss: 4.744 loss_ce: 0.186 loss_bbox: 0.1534 loss_giou: 0.3005 loss_ce_0: 0.4076 loss_bbox_0: 0.2531 loss_giou_0: 0.4827 loss_ce_1: 0.2962 loss_bbox_1: 0.1793 loss_giou_1: 0.3479 loss_ce_2: 0.2407 loss_bbox_2: 0.1623 loss_giou_2: 0.314 loss_ce_3: 0.2035 loss_bbox_3: 0.1552 loss_giou_3: 0.3055 loss_ce_4: 0.1925 loss_bbox_4: 0.1534 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:24] d2.utils.events INFO: eta: 6:31:51 iter: 366559 total_loss: 4.716 loss_ce: 0.2152 loss_bbox: 0.1488 loss_giou: 0.3093 loss_ce_0: 0.4334 loss_bbox_0: 0.2595 loss_giou_0: 0.4908 loss_ce_1: 0.3197 loss_bbox_1: 0.1777 loss_giou_1: 0.3512 loss_ce_2: 0.2627 loss_bbox_2: 0.1635 loss_giou_2: 0.3234 loss_ce_3: 0.2381 loss_bbox_3: 0.1548 loss_giou_3: 0.3159 loss_ce_4: 0.2141 loss_bbox_4: 0.1515 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:30] d2.utils.events INFO: eta: 6:31:48 iter: 366579 total_loss: 5.056 loss_ce: 0.2015 loss_bbox: 0.1683 loss_giou: 0.31 loss_ce_0: 0.4443 loss_bbox_0: 0.2655 loss_giou_0: 0.462 loss_ce_1: 0.3182 loss_bbox_1: 0.1967 loss_giou_1: 0.3537 loss_ce_2: 0.2626 loss_bbox_2: 0.1829 loss_giou_2: 0.3314 loss_ce_3: 0.2241 loss_bbox_3: 0.174 loss_giou_3: 0.3207 loss_ce_4: 0.2074 loss_bbox_4: 0.1688 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:35] d2.utils.events INFO: eta: 6:31:37 iter: 366599 total_loss: 4.837 loss_ce: 0.2077 loss_bbox: 0.1613 loss_giou: 0.3069 loss_ce_0: 0.4185 loss_bbox_0: 0.2636 loss_giou_0: 0.4946 loss_ce_1: 0.3078 loss_bbox_1: 0.18 loss_giou_1: 0.3509 loss_ce_2: 0.2543 loss_bbox_2: 0.1635 loss_giou_2: 0.3269 loss_ce_3: 0.2198 loss_bbox_3: 0.1656 loss_giou_3: 0.3132 loss_ce_4: 0.2142 loss_bbox_4: 0.1619 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:41] d2.utils.events INFO: eta: 6:31:30 iter: 366619 total_loss: 4.953 loss_ce: 0.2109 loss_bbox: 0.1597 loss_giou: 0.2981 loss_ce_0: 0.4456 loss_bbox_0: 0.2798 loss_giou_0: 0.4624 loss_ce_1: 0.3116 loss_bbox_1: 0.188 loss_giou_1: 0.3408 loss_ce_2: 0.2535 loss_bbox_2: 0.1728 loss_giou_2: 0.3128 loss_ce_3: 0.227 loss_bbox_3: 0.1725 loss_giou_3: 0.3139 loss_ce_4: 0.2169 loss_bbox_4: 0.163 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:47] d2.utils.events INFO: eta: 6:31:25 iter: 366639 total_loss: 5.082 loss_ce: 0.2126 loss_bbox: 0.1486 loss_giou: 0.3314 loss_ce_0: 0.4392 loss_bbox_0: 0.2712 loss_giou_0: 0.5159 loss_ce_1: 0.3229 loss_bbox_1: 0.19 loss_giou_1: 0.3819 loss_ce_2: 0.2679 loss_bbox_2: 0.1664 loss_giou_2: 0.3499 loss_ce_3: 0.2292 loss_bbox_3: 0.1575 loss_giou_3: 0.3433 loss_ce_4: 0.2148 loss_bbox_4: 0.1526 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:52] d2.utils.events INFO: eta: 6:31:19 iter: 366659 total_loss: 4.981 loss_ce: 0.2145 loss_bbox: 0.1549 loss_giou: 0.3111 loss_ce_0: 0.4363 loss_bbox_0: 0.2666 loss_giou_0: 0.5082 loss_ce_1: 0.3259 loss_bbox_1: 0.1871 loss_giou_1: 0.3731 loss_ce_2: 0.2513 loss_bbox_2: 0.1703 loss_giou_2: 0.3362 loss_ce_3: 0.2318 loss_bbox_3: 0.1628 loss_giou_3: 0.3276 loss_ce_4: 0.221 loss_bbox_4: 0.1572 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 19:09:58] d2.utils.events INFO: eta: 6:31:16 iter: 366679 total_loss: 5.146 loss_ce: 0.2281 loss_bbox: 0.1612 loss_giou: 0.3195 loss_ce_0: 0.4617 loss_bbox_0: 0.2915 loss_giou_0: 0.4993 loss_ce_1: 0.3551 loss_bbox_1: 0.1978 loss_giou_1: 0.3702 loss_ce_2: 0.2874 loss_bbox_2: 0.1789 loss_giou_2: 0.3402 loss_ce_3: 0.2504 loss_bbox_3: 0.1719 loss_giou_3: 0.3371 loss_ce_4: 0.2359 loss_bbox_4: 0.1667 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:04] d2.utils.events INFO: eta: 6:31:14 iter: 366699 total_loss: 4.836 loss_ce: 0.212 loss_bbox: 0.1669 loss_giou: 0.3082 loss_ce_0: 0.4272 loss_bbox_0: 0.2767 loss_giou_0: 0.4781 loss_ce_1: 0.3116 loss_bbox_1: 0.1985 loss_giou_1: 0.3569 loss_ce_2: 0.2544 loss_bbox_2: 0.1767 loss_giou_2: 0.3281 loss_ce_3: 0.2259 loss_bbox_3: 0.1745 loss_giou_3: 0.3137 loss_ce_4: 0.2053 loss_bbox_4: 0.1714 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:09] d2.utils.events INFO: eta: 6:31:09 iter: 366719 total_loss: 4.832 loss_ce: 0.2196 loss_bbox: 0.165 loss_giou: 0.2906 loss_ce_0: 0.4349 loss_bbox_0: 0.2736 loss_giou_0: 0.4757 loss_ce_1: 0.3238 loss_bbox_1: 0.1908 loss_giou_1: 0.3375 loss_ce_2: 0.2633 loss_bbox_2: 0.1745 loss_giou_2: 0.3094 loss_ce_3: 0.2359 loss_bbox_3: 0.1683 loss_giou_3: 0.2981 loss_ce_4: 0.2197 loss_bbox_4: 0.1653 loss_giou_4: 0.2943 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:15] d2.utils.events INFO: eta: 6:31:06 iter: 366739 total_loss: 4.816 loss_ce: 0.2186 loss_bbox: 0.1445 loss_giou: 0.2965 loss_ce_0: 0.4409 loss_bbox_0: 0.2599 loss_giou_0: 0.4553 loss_ce_1: 0.3326 loss_bbox_1: 0.1789 loss_giou_1: 0.3408 loss_ce_2: 0.2718 loss_bbox_2: 0.1572 loss_giou_2: 0.3152 loss_ce_3: 0.2393 loss_bbox_3: 0.1531 loss_giou_3: 0.3059 loss_ce_4: 0.2231 loss_bbox_4: 0.1441 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0329 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:21] d2.utils.events INFO: eta: 6:30:54 iter: 366759 total_loss: 4.704 loss_ce: 0.1987 loss_bbox: 0.1608 loss_giou: 0.2822 loss_ce_0: 0.4167 loss_bbox_0: 0.2696 loss_giou_0: 0.4445 loss_ce_1: 0.2991 loss_bbox_1: 0.1965 loss_giou_1: 0.3294 loss_ce_2: 0.2476 loss_bbox_2: 0.175 loss_giou_2: 0.3035 loss_ce_3: 0.21 loss_bbox_3: 0.1643 loss_giou_3: 0.2968 loss_ce_4: 0.2034 loss_bbox_4: 0.1648 loss_giou_4: 0.2895 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:26] d2.utils.events INFO: eta: 6:30:46 iter: 366779 total_loss: 5.013 loss_ce: 0.2226 loss_bbox: 0.1604 loss_giou: 0.3162 loss_ce_0: 0.4483 loss_bbox_0: 0.2663 loss_giou_0: 0.5008 loss_ce_1: 0.3334 loss_bbox_1: 0.186 loss_giou_1: 0.3685 loss_ce_2: 0.2707 loss_bbox_2: 0.1724 loss_giou_2: 0.3349 loss_ce_3: 0.2392 loss_bbox_3: 0.1641 loss_giou_3: 0.3273 loss_ce_4: 0.234 loss_bbox_4: 0.1611 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:32] d2.utils.events INFO: eta: 6:30:40 iter: 366799 total_loss: 4.955 loss_ce: 0.2199 loss_bbox: 0.1537 loss_giou: 0.3073 loss_ce_0: 0.4362 loss_bbox_0: 0.2758 loss_giou_0: 0.4728 loss_ce_1: 0.3199 loss_bbox_1: 0.1799 loss_giou_1: 0.3531 loss_ce_2: 0.2637 loss_bbox_2: 0.1616 loss_giou_2: 0.3313 loss_ce_3: 0.2383 loss_bbox_3: 0.1551 loss_giou_3: 0.3217 loss_ce_4: 0.2243 loss_bbox_4: 0.1545 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:38] d2.utils.events INFO: eta: 6:30:34 iter: 366819 total_loss: 5 loss_ce: 0.2205 loss_bbox: 0.163 loss_giou: 0.316 loss_ce_0: 0.4305 loss_bbox_0: 0.271 loss_giou_0: 0.4879 loss_ce_1: 0.3409 loss_bbox_1: 0.1907 loss_giou_1: 0.3622 loss_ce_2: 0.2701 loss_bbox_2: 0.1712 loss_giou_2: 0.3364 loss_ce_3: 0.2419 loss_bbox_3: 0.158 loss_giou_3: 0.33 loss_ce_4: 0.2195 loss_bbox_4: 0.1629 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:44] d2.utils.events INFO: eta: 6:30:21 iter: 366839 total_loss: 4.785 loss_ce: 0.1866 loss_bbox: 0.1607 loss_giou: 0.304 loss_ce_0: 0.4246 loss_bbox_0: 0.2685 loss_giou_0: 0.4608 loss_ce_1: 0.3078 loss_bbox_1: 0.1907 loss_giou_1: 0.3457 loss_ce_2: 0.2439 loss_bbox_2: 0.1739 loss_giou_2: 0.3169 loss_ce_3: 0.2094 loss_bbox_3: 0.1683 loss_giou_3: 0.3117 loss_ce_4: 0.1967 loss_bbox_4: 0.164 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:49] d2.utils.events INFO: eta: 6:30:16 iter: 366859 total_loss: 4.753 loss_ce: 0.2044 loss_bbox: 0.153 loss_giou: 0.2937 loss_ce_0: 0.4462 loss_bbox_0: 0.2551 loss_giou_0: 0.4629 loss_ce_1: 0.3205 loss_bbox_1: 0.1805 loss_giou_1: 0.3469 loss_ce_2: 0.2495 loss_bbox_2: 0.1651 loss_giou_2: 0.3131 loss_ce_3: 0.2261 loss_bbox_3: 0.159 loss_giou_3: 0.3076 loss_ce_4: 0.22 loss_bbox_4: 0.1542 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0200 lr: 2.5e-06 max_mem: 5427M [11/03 19:10:55] d2.utils.events INFO: eta: 6:30:17 iter: 366879 total_loss: 4.969 loss_ce: 0.2198 loss_bbox: 0.1709 loss_giou: 0.3308 loss_ce_0: 0.4502 loss_bbox_0: 0.278 loss_giou_0: 0.4728 loss_ce_1: 0.3431 loss_bbox_1: 0.1976 loss_giou_1: 0.3709 loss_ce_2: 0.2631 loss_bbox_2: 0.1834 loss_giou_2: 0.3458 loss_ce_3: 0.2406 loss_bbox_3: 0.1761 loss_giou_3: 0.3399 loss_ce_4: 0.2221 loss_bbox_4: 0.1717 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:01] d2.utils.events INFO: eta: 6:30:09 iter: 366899 total_loss: 4.996 loss_ce: 0.2161 loss_bbox: 0.1565 loss_giou: 0.3019 loss_ce_0: 0.4309 loss_bbox_0: 0.2782 loss_giou_0: 0.4731 loss_ce_1: 0.3219 loss_bbox_1: 0.1957 loss_giou_1: 0.3645 loss_ce_2: 0.2572 loss_bbox_2: 0.1728 loss_giou_2: 0.3289 loss_ce_3: 0.2281 loss_bbox_3: 0.1648 loss_giou_3: 0.3161 loss_ce_4: 0.2122 loss_bbox_4: 0.1591 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:06] d2.utils.events INFO: eta: 6:30:03 iter: 366919 total_loss: 5.044 loss_ce: 0.2153 loss_bbox: 0.1558 loss_giou: 0.3254 loss_ce_0: 0.4527 loss_bbox_0: 0.2715 loss_giou_0: 0.4898 loss_ce_1: 0.3358 loss_bbox_1: 0.1865 loss_giou_1: 0.3719 loss_ce_2: 0.2769 loss_bbox_2: 0.1662 loss_giou_2: 0.3372 loss_ce_3: 0.2303 loss_bbox_3: 0.162 loss_giou_3: 0.3318 loss_ce_4: 0.217 loss_bbox_4: 0.1586 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:12] d2.utils.events INFO: eta: 6:29:58 iter: 366939 total_loss: 5.041 loss_ce: 0.217 loss_bbox: 0.155 loss_giou: 0.3086 loss_ce_0: 0.4334 loss_bbox_0: 0.2624 loss_giou_0: 0.4779 loss_ce_1: 0.3374 loss_bbox_1: 0.1871 loss_giou_1: 0.3597 loss_ce_2: 0.2726 loss_bbox_2: 0.1703 loss_giou_2: 0.346 loss_ce_3: 0.2467 loss_bbox_3: 0.163 loss_giou_3: 0.3332 loss_ce_4: 0.2275 loss_bbox_4: 0.1572 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:18] d2.utils.events INFO: eta: 6:29:42 iter: 366959 total_loss: 4.794 loss_ce: 0.2061 loss_bbox: 0.1569 loss_giou: 0.3029 loss_ce_0: 0.4186 loss_bbox_0: 0.2699 loss_giou_0: 0.4733 loss_ce_1: 0.3101 loss_bbox_1: 0.1882 loss_giou_1: 0.3458 loss_ce_2: 0.254 loss_bbox_2: 0.1733 loss_giou_2: 0.319 loss_ce_3: 0.223 loss_bbox_3: 0.1709 loss_giou_3: 0.3146 loss_ce_4: 0.2134 loss_bbox_4: 0.1613 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:23] d2.utils.events INFO: eta: 6:29:34 iter: 366979 total_loss: 4.928 loss_ce: 0.1991 loss_bbox: 0.1571 loss_giou: 0.3026 loss_ce_0: 0.4376 loss_bbox_0: 0.2623 loss_giou_0: 0.4729 loss_ce_1: 0.3183 loss_bbox_1: 0.1883 loss_giou_1: 0.3397 loss_ce_2: 0.2609 loss_bbox_2: 0.1663 loss_giou_2: 0.3164 loss_ce_3: 0.2189 loss_bbox_3: 0.1584 loss_giou_3: 0.3071 loss_ce_4: 0.2094 loss_bbox_4: 0.1548 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:29] d2.utils.events INFO: eta: 6:29:41 iter: 366999 total_loss: 4.853 loss_ce: 0.2161 loss_bbox: 0.154 loss_giou: 0.297 loss_ce_0: 0.4365 loss_bbox_0: 0.2625 loss_giou_0: 0.4711 loss_ce_1: 0.3291 loss_bbox_1: 0.1841 loss_giou_1: 0.3447 loss_ce_2: 0.275 loss_bbox_2: 0.1696 loss_giou_2: 0.3279 loss_ce_3: 0.2351 loss_bbox_3: 0.1605 loss_giou_3: 0.3164 loss_ce_4: 0.2265 loss_bbox_4: 0.1546 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:35] d2.utils.events INFO: eta: 6:29:38 iter: 367019 total_loss: 5.024 loss_ce: 0.2134 loss_bbox: 0.1502 loss_giou: 0.3179 loss_ce_0: 0.451 loss_bbox_0: 0.2781 loss_giou_0: 0.4922 loss_ce_1: 0.3298 loss_bbox_1: 0.1804 loss_giou_1: 0.3531 loss_ce_2: 0.2773 loss_bbox_2: 0.1691 loss_giou_2: 0.3293 loss_ce_3: 0.2435 loss_bbox_3: 0.1618 loss_giou_3: 0.3208 loss_ce_4: 0.2193 loss_bbox_4: 0.1561 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0192 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:40] d2.utils.events INFO: eta: 6:29:33 iter: 367039 total_loss: 4.815 loss_ce: 0.1993 loss_bbox: 0.1586 loss_giou: 0.2791 loss_ce_0: 0.4378 loss_bbox_0: 0.2738 loss_giou_0: 0.4593 loss_ce_1: 0.3316 loss_bbox_1: 0.1943 loss_giou_1: 0.337 loss_ce_2: 0.2609 loss_bbox_2: 0.1754 loss_giou_2: 0.3087 loss_ce_3: 0.2225 loss_bbox_3: 0.1679 loss_giou_3: 0.2963 loss_ce_4: 0.2072 loss_bbox_4: 0.166 loss_giou_4: 0.2878 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:46] d2.utils.events INFO: eta: 6:29:29 iter: 367059 total_loss: 4.869 loss_ce: 0.2032 loss_bbox: 0.1522 loss_giou: 0.3082 loss_ce_0: 0.4181 loss_bbox_0: 0.2722 loss_giou_0: 0.4629 loss_ce_1: 0.3135 loss_bbox_1: 0.1826 loss_giou_1: 0.3493 loss_ce_2: 0.2591 loss_bbox_2: 0.1629 loss_giou_2: 0.3249 loss_ce_3: 0.2121 loss_bbox_3: 0.1573 loss_giou_3: 0.3139 loss_ce_4: 0.2014 loss_bbox_4: 0.1545 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:52] d2.utils.events INFO: eta: 6:29:22 iter: 367079 total_loss: 5.126 loss_ce: 0.233 loss_bbox: 0.1555 loss_giou: 0.3086 loss_ce_0: 0.4541 loss_bbox_0: 0.2744 loss_giou_0: 0.5077 loss_ce_1: 0.3342 loss_bbox_1: 0.18 loss_giou_1: 0.3705 loss_ce_2: 0.2754 loss_bbox_2: 0.1649 loss_giou_2: 0.3464 loss_ce_3: 0.2568 loss_bbox_3: 0.1613 loss_giou_3: 0.3337 loss_ce_4: 0.2466 loss_bbox_4: 0.1592 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 19:11:57] d2.utils.events INFO: eta: 6:29:26 iter: 367099 total_loss: 4.973 loss_ce: 0.2086 loss_bbox: 0.1626 loss_giou: 0.322 loss_ce_0: 0.4452 loss_bbox_0: 0.2759 loss_giou_0: 0.4824 loss_ce_1: 0.3312 loss_bbox_1: 0.1978 loss_giou_1: 0.3721 loss_ce_2: 0.2583 loss_bbox_2: 0.1808 loss_giou_2: 0.3425 loss_ce_3: 0.2209 loss_bbox_3: 0.1713 loss_giou_3: 0.332 loss_ce_4: 0.2087 loss_bbox_4: 0.1645 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:03] d2.utils.events INFO: eta: 6:29:22 iter: 367119 total_loss: 5.08 loss_ce: 0.2304 loss_bbox: 0.1646 loss_giou: 0.2971 loss_ce_0: 0.4405 loss_bbox_0: 0.282 loss_giou_0: 0.4672 loss_ce_1: 0.3271 loss_bbox_1: 0.195 loss_giou_1: 0.3487 loss_ce_2: 0.2778 loss_bbox_2: 0.1754 loss_giou_2: 0.3149 loss_ce_3: 0.2468 loss_bbox_3: 0.1714 loss_giou_3: 0.3106 loss_ce_4: 0.2279 loss_bbox_4: 0.1642 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:09] d2.utils.events INFO: eta: 6:29:17 iter: 367139 total_loss: 4.693 loss_ce: 0.2133 loss_bbox: 0.1509 loss_giou: 0.3072 loss_ce_0: 0.439 loss_bbox_0: 0.2641 loss_giou_0: 0.4805 loss_ce_1: 0.3312 loss_bbox_1: 0.1745 loss_giou_1: 0.3499 loss_ce_2: 0.2592 loss_bbox_2: 0.1636 loss_giou_2: 0.3224 loss_ce_3: 0.2262 loss_bbox_3: 0.1576 loss_giou_3: 0.3174 loss_ce_4: 0.2131 loss_bbox_4: 0.1531 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:15] d2.utils.events INFO: eta: 6:29:14 iter: 367159 total_loss: 5.009 loss_ce: 0.2047 loss_bbox: 0.167 loss_giou: 0.2963 loss_ce_0: 0.4206 loss_bbox_0: 0.2694 loss_giou_0: 0.4753 loss_ce_1: 0.3184 loss_bbox_1: 0.1915 loss_giou_1: 0.352 loss_ce_2: 0.257 loss_bbox_2: 0.1791 loss_giou_2: 0.3197 loss_ce_3: 0.2244 loss_bbox_3: 0.1726 loss_giou_3: 0.3095 loss_ce_4: 0.205 loss_bbox_4: 0.1695 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:20] d2.utils.events INFO: eta: 6:29:04 iter: 367179 total_loss: 4.72 loss_ce: 0.2109 loss_bbox: 0.1435 loss_giou: 0.2944 loss_ce_0: 0.4195 loss_bbox_0: 0.2562 loss_giou_0: 0.4676 loss_ce_1: 0.3147 loss_bbox_1: 0.1728 loss_giou_1: 0.3391 loss_ce_2: 0.2507 loss_bbox_2: 0.1553 loss_giou_2: 0.3167 loss_ce_3: 0.2227 loss_bbox_3: 0.1451 loss_giou_3: 0.3028 loss_ce_4: 0.2088 loss_bbox_4: 0.1429 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:26] d2.utils.events INFO: eta: 6:28:58 iter: 367199 total_loss: 4.878 loss_ce: 0.222 loss_bbox: 0.1648 loss_giou: 0.3063 loss_ce_0: 0.4248 loss_bbox_0: 0.2599 loss_giou_0: 0.468 loss_ce_1: 0.3217 loss_bbox_1: 0.1853 loss_giou_1: 0.3429 loss_ce_2: 0.2664 loss_bbox_2: 0.169 loss_giou_2: 0.3204 loss_ce_3: 0.2375 loss_bbox_3: 0.165 loss_giou_3: 0.3121 loss_ce_4: 0.2209 loss_bbox_4: 0.1659 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0340 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:32] d2.utils.events INFO: eta: 6:28:56 iter: 367219 total_loss: 5.117 loss_ce: 0.2196 loss_bbox: 0.1568 loss_giou: 0.3224 loss_ce_0: 0.439 loss_bbox_0: 0.2676 loss_giou_0: 0.4751 loss_ce_1: 0.3307 loss_bbox_1: 0.1839 loss_giou_1: 0.3667 loss_ce_2: 0.2768 loss_bbox_2: 0.1665 loss_giou_2: 0.3473 loss_ce_3: 0.2446 loss_bbox_3: 0.1651 loss_giou_3: 0.3329 loss_ce_4: 0.2287 loss_bbox_4: 0.1624 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:38] d2.utils.events INFO: eta: 6:29:01 iter: 367239 total_loss: 4.806 loss_ce: 0.2121 loss_bbox: 0.1407 loss_giou: 0.3053 loss_ce_0: 0.4357 loss_bbox_0: 0.2584 loss_giou_0: 0.4687 loss_ce_1: 0.3318 loss_bbox_1: 0.1714 loss_giou_1: 0.3387 loss_ce_2: 0.2646 loss_bbox_2: 0.1499 loss_giou_2: 0.3143 loss_ce_3: 0.2323 loss_bbox_3: 0.1527 loss_giou_3: 0.3146 loss_ce_4: 0.2115 loss_bbox_4: 0.1456 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:44] d2.utils.events INFO: eta: 6:28:56 iter: 367259 total_loss: 5.082 loss_ce: 0.2126 loss_bbox: 0.1622 loss_giou: 0.3196 loss_ce_0: 0.4464 loss_bbox_0: 0.2723 loss_giou_0: 0.4906 loss_ce_1: 0.3336 loss_bbox_1: 0.1874 loss_giou_1: 0.3549 loss_ce_2: 0.2737 loss_bbox_2: 0.1731 loss_giou_2: 0.3344 loss_ce_3: 0.2356 loss_bbox_3: 0.1678 loss_giou_3: 0.3298 loss_ce_4: 0.2208 loss_bbox_4: 0.1667 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:49] d2.utils.events INFO: eta: 6:28:48 iter: 367279 total_loss: 5.11 loss_ce: 0.2154 loss_bbox: 0.1625 loss_giou: 0.3224 loss_ce_0: 0.4275 loss_bbox_0: 0.2631 loss_giou_0: 0.491 loss_ce_1: 0.3356 loss_bbox_1: 0.1806 loss_giou_1: 0.3715 loss_ce_2: 0.2727 loss_bbox_2: 0.1683 loss_giou_2: 0.3438 loss_ce_3: 0.2367 loss_bbox_3: 0.1649 loss_giou_3: 0.3408 loss_ce_4: 0.2236 loss_bbox_4: 0.166 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 19:12:55] d2.utils.events INFO: eta: 6:28:44 iter: 367299 total_loss: 5.266 loss_ce: 0.2365 loss_bbox: 0.1707 loss_giou: 0.3076 loss_ce_0: 0.4566 loss_bbox_0: 0.2814 loss_giou_0: 0.4863 loss_ce_1: 0.344 loss_bbox_1: 0.1998 loss_giou_1: 0.3622 loss_ce_2: 0.2988 loss_bbox_2: 0.1845 loss_giou_2: 0.3304 loss_ce_3: 0.2556 loss_bbox_3: 0.18 loss_giou_3: 0.3148 loss_ce_4: 0.2427 loss_bbox_4: 0.1751 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:01] d2.utils.events INFO: eta: 6:28:42 iter: 367319 total_loss: 5.051 loss_ce: 0.2228 loss_bbox: 0.1638 loss_giou: 0.3317 loss_ce_0: 0.432 loss_bbox_0: 0.2786 loss_giou_0: 0.4926 loss_ce_1: 0.3341 loss_bbox_1: 0.196 loss_giou_1: 0.3712 loss_ce_2: 0.2699 loss_bbox_2: 0.1831 loss_giou_2: 0.3476 loss_ce_3: 0.2393 loss_bbox_3: 0.1723 loss_giou_3: 0.3413 loss_ce_4: 0.2268 loss_bbox_4: 0.1663 loss_giou_4: 0.3352 time: 0.2800 data_time: 0.0178 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:07] d2.utils.events INFO: eta: 6:28:37 iter: 367339 total_loss: 5.037 loss_ce: 0.2192 loss_bbox: 0.1591 loss_giou: 0.3188 loss_ce_0: 0.4396 loss_bbox_0: 0.2658 loss_giou_0: 0.4855 loss_ce_1: 0.3284 loss_bbox_1: 0.1868 loss_giou_1: 0.357 loss_ce_2: 0.2623 loss_bbox_2: 0.1757 loss_giou_2: 0.336 loss_ce_3: 0.23 loss_bbox_3: 0.1669 loss_giou_3: 0.3257 loss_ce_4: 0.2212 loss_bbox_4: 0.1633 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:12] d2.utils.events INFO: eta: 6:28:31 iter: 367359 total_loss: 5.049 loss_ce: 0.2167 loss_bbox: 0.1587 loss_giou: 0.3056 loss_ce_0: 0.4505 loss_bbox_0: 0.2666 loss_giou_0: 0.4803 loss_ce_1: 0.3398 loss_bbox_1: 0.1861 loss_giou_1: 0.3498 loss_ce_2: 0.2714 loss_bbox_2: 0.1711 loss_giou_2: 0.326 loss_ce_3: 0.2328 loss_bbox_3: 0.1639 loss_giou_3: 0.3175 loss_ce_4: 0.2209 loss_bbox_4: 0.1597 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:18] d2.utils.events INFO: eta: 6:28:26 iter: 367379 total_loss: 5.051 loss_ce: 0.2134 loss_bbox: 0.1602 loss_giou: 0.3162 loss_ce_0: 0.4416 loss_bbox_0: 0.2721 loss_giou_0: 0.4869 loss_ce_1: 0.3276 loss_bbox_1: 0.1886 loss_giou_1: 0.363 loss_ce_2: 0.2622 loss_bbox_2: 0.1771 loss_giou_2: 0.3372 loss_ce_3: 0.2312 loss_bbox_3: 0.1672 loss_giou_3: 0.3267 loss_ce_4: 0.2171 loss_bbox_4: 0.1609 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:24] d2.utils.events INFO: eta: 6:28:20 iter: 367399 total_loss: 4.889 loss_ce: 0.2121 loss_bbox: 0.1547 loss_giou: 0.3082 loss_ce_0: 0.4231 loss_bbox_0: 0.263 loss_giou_0: 0.4722 loss_ce_1: 0.3212 loss_bbox_1: 0.1883 loss_giou_1: 0.3492 loss_ce_2: 0.2578 loss_bbox_2: 0.1708 loss_giou_2: 0.3218 loss_ce_3: 0.2319 loss_bbox_3: 0.1616 loss_giou_3: 0.3186 loss_ce_4: 0.2153 loss_bbox_4: 0.1582 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:29] d2.utils.events INFO: eta: 6:28:11 iter: 367419 total_loss: 4.9 loss_ce: 0.2022 loss_bbox: 0.161 loss_giou: 0.3098 loss_ce_0: 0.439 loss_bbox_0: 0.2707 loss_giou_0: 0.4813 loss_ce_1: 0.3248 loss_bbox_1: 0.1902 loss_giou_1: 0.353 loss_ce_2: 0.2615 loss_bbox_2: 0.1722 loss_giou_2: 0.3317 loss_ce_3: 0.2278 loss_bbox_3: 0.1673 loss_giou_3: 0.3224 loss_ce_4: 0.2095 loss_bbox_4: 0.163 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:35] d2.utils.events INFO: eta: 6:28:07 iter: 367439 total_loss: 4.907 loss_ce: 0.2109 loss_bbox: 0.1607 loss_giou: 0.3107 loss_ce_0: 0.4292 loss_bbox_0: 0.2798 loss_giou_0: 0.4572 loss_ce_1: 0.3141 loss_bbox_1: 0.1974 loss_giou_1: 0.3435 loss_ce_2: 0.2636 loss_bbox_2: 0.178 loss_giou_2: 0.324 loss_ce_3: 0.2185 loss_bbox_3: 0.1762 loss_giou_3: 0.3181 loss_ce_4: 0.2103 loss_bbox_4: 0.169 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:41] d2.utils.events INFO: eta: 6:28:03 iter: 367459 total_loss: 4.995 loss_ce: 0.2138 loss_bbox: 0.1637 loss_giou: 0.3183 loss_ce_0: 0.4365 loss_bbox_0: 0.2784 loss_giou_0: 0.4855 loss_ce_1: 0.3261 loss_bbox_1: 0.1861 loss_giou_1: 0.3624 loss_ce_2: 0.2692 loss_bbox_2: 0.1719 loss_giou_2: 0.3306 loss_ce_3: 0.226 loss_bbox_3: 0.1648 loss_giou_3: 0.3321 loss_ce_4: 0.218 loss_bbox_4: 0.1668 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:47] d2.utils.events INFO: eta: 6:27:53 iter: 367479 total_loss: 4.823 loss_ce: 0.2067 loss_bbox: 0.1595 loss_giou: 0.2971 loss_ce_0: 0.431 loss_bbox_0: 0.2678 loss_giou_0: 0.4617 loss_ce_1: 0.3268 loss_bbox_1: 0.194 loss_giou_1: 0.3414 loss_ce_2: 0.2582 loss_bbox_2: 0.1769 loss_giou_2: 0.3134 loss_ce_3: 0.2235 loss_bbox_3: 0.1658 loss_giou_3: 0.3044 loss_ce_4: 0.214 loss_bbox_4: 0.1637 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:52] d2.utils.events INFO: eta: 6:27:40 iter: 367499 total_loss: 5.057 loss_ce: 0.2214 loss_bbox: 0.1536 loss_giou: 0.3087 loss_ce_0: 0.4439 loss_bbox_0: 0.2737 loss_giou_0: 0.4698 loss_ce_1: 0.3358 loss_bbox_1: 0.1815 loss_giou_1: 0.3487 loss_ce_2: 0.2561 loss_bbox_2: 0.1647 loss_giou_2: 0.3195 loss_ce_3: 0.2409 loss_bbox_3: 0.1575 loss_giou_3: 0.3155 loss_ce_4: 0.23 loss_bbox_4: 0.154 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:13:58] d2.utils.events INFO: eta: 6:27:41 iter: 367519 total_loss: 5.172 loss_ce: 0.2256 loss_bbox: 0.1563 loss_giou: 0.3257 loss_ce_0: 0.4548 loss_bbox_0: 0.2687 loss_giou_0: 0.5069 loss_ce_1: 0.3368 loss_bbox_1: 0.1931 loss_giou_1: 0.3725 loss_ce_2: 0.283 loss_bbox_2: 0.1701 loss_giou_2: 0.3395 loss_ce_3: 0.2463 loss_bbox_3: 0.1618 loss_giou_3: 0.3286 loss_ce_4: 0.2243 loss_bbox_4: 0.1598 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:04] d2.utils.events INFO: eta: 6:27:37 iter: 367539 total_loss: 4.792 loss_ce: 0.2154 loss_bbox: 0.1487 loss_giou: 0.3222 loss_ce_0: 0.4356 loss_bbox_0: 0.2514 loss_giou_0: 0.511 loss_ce_1: 0.3154 loss_bbox_1: 0.1751 loss_giou_1: 0.375 loss_ce_2: 0.2616 loss_bbox_2: 0.1598 loss_giou_2: 0.3477 loss_ce_3: 0.2371 loss_bbox_3: 0.1547 loss_giou_3: 0.3369 loss_ce_4: 0.2194 loss_bbox_4: 0.1508 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:09] d2.utils.events INFO: eta: 6:27:25 iter: 367559 total_loss: 5.058 loss_ce: 0.2123 loss_bbox: 0.1656 loss_giou: 0.3422 loss_ce_0: 0.4478 loss_bbox_0: 0.2528 loss_giou_0: 0.5068 loss_ce_1: 0.3239 loss_bbox_1: 0.1842 loss_giou_1: 0.3825 loss_ce_2: 0.2575 loss_bbox_2: 0.169 loss_giou_2: 0.3571 loss_ce_3: 0.2295 loss_bbox_3: 0.169 loss_giou_3: 0.3529 loss_ce_4: 0.2206 loss_bbox_4: 0.1665 loss_giou_4: 0.3451 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:15] d2.utils.events INFO: eta: 6:27:19 iter: 367579 total_loss: 4.633 loss_ce: 0.1911 loss_bbox: 0.1474 loss_giou: 0.2785 loss_ce_0: 0.4053 loss_bbox_0: 0.2624 loss_giou_0: 0.4553 loss_ce_1: 0.304 loss_bbox_1: 0.1818 loss_giou_1: 0.3383 loss_ce_2: 0.2381 loss_bbox_2: 0.1589 loss_giou_2: 0.3023 loss_ce_3: 0.2092 loss_bbox_3: 0.153 loss_giou_3: 0.2919 loss_ce_4: 0.2019 loss_bbox_4: 0.1503 loss_giou_4: 0.2819 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:21] d2.utils.events INFO: eta: 6:27:04 iter: 367599 total_loss: 4.93 loss_ce: 0.2046 loss_bbox: 0.1488 loss_giou: 0.295 loss_ce_0: 0.4316 loss_bbox_0: 0.2655 loss_giou_0: 0.4411 loss_ce_1: 0.3351 loss_bbox_1: 0.1849 loss_giou_1: 0.338 loss_ce_2: 0.2592 loss_bbox_2: 0.1735 loss_giou_2: 0.3165 loss_ce_3: 0.2275 loss_bbox_3: 0.1609 loss_giou_3: 0.3034 loss_ce_4: 0.2073 loss_bbox_4: 0.1556 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:26] d2.utils.events INFO: eta: 6:26:49 iter: 367619 total_loss: 4.697 loss_ce: 0.1987 loss_bbox: 0.1667 loss_giou: 0.2858 loss_ce_0: 0.4076 loss_bbox_0: 0.2681 loss_giou_0: 0.4564 loss_ce_1: 0.3128 loss_bbox_1: 0.1915 loss_giou_1: 0.3369 loss_ce_2: 0.2477 loss_bbox_2: 0.1736 loss_giou_2: 0.306 loss_ce_3: 0.2137 loss_bbox_3: 0.1683 loss_giou_3: 0.2931 loss_ce_4: 0.1972 loss_bbox_4: 0.165 loss_giou_4: 0.2851 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:32] d2.utils.events INFO: eta: 6:26:44 iter: 367639 total_loss: 4.951 loss_ce: 0.2206 loss_bbox: 0.1475 loss_giou: 0.301 loss_ce_0: 0.4463 loss_bbox_0: 0.2605 loss_giou_0: 0.4731 loss_ce_1: 0.3294 loss_bbox_1: 0.1793 loss_giou_1: 0.3479 loss_ce_2: 0.2765 loss_bbox_2: 0.1588 loss_giou_2: 0.3176 loss_ce_3: 0.2407 loss_bbox_3: 0.1594 loss_giou_3: 0.3131 loss_ce_4: 0.2256 loss_bbox_4: 0.1484 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:38] d2.utils.events INFO: eta: 6:26:41 iter: 367659 total_loss: 5.272 loss_ce: 0.2443 loss_bbox: 0.1509 loss_giou: 0.3344 loss_ce_0: 0.4341 loss_bbox_0: 0.2738 loss_giou_0: 0.5107 loss_ce_1: 0.3331 loss_bbox_1: 0.1822 loss_giou_1: 0.3871 loss_ce_2: 0.2897 loss_bbox_2: 0.166 loss_giou_2: 0.3556 loss_ce_3: 0.2625 loss_bbox_3: 0.1589 loss_giou_3: 0.3435 loss_ce_4: 0.2519 loss_bbox_4: 0.1529 loss_giou_4: 0.3349 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:43] d2.utils.events INFO: eta: 6:26:32 iter: 367679 total_loss: 5.129 loss_ce: 0.2335 loss_bbox: 0.1627 loss_giou: 0.3127 loss_ce_0: 0.4612 loss_bbox_0: 0.2731 loss_giou_0: 0.4867 loss_ce_1: 0.3527 loss_bbox_1: 0.1843 loss_giou_1: 0.3648 loss_ce_2: 0.2865 loss_bbox_2: 0.1734 loss_giou_2: 0.3336 loss_ce_3: 0.2522 loss_bbox_3: 0.1713 loss_giou_3: 0.3284 loss_ce_4: 0.2384 loss_bbox_4: 0.1646 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:49] d2.utils.events INFO: eta: 6:26:22 iter: 367699 total_loss: 4.768 loss_ce: 0.2005 loss_bbox: 0.1511 loss_giou: 0.2953 loss_ce_0: 0.4264 loss_bbox_0: 0.255 loss_giou_0: 0.4463 loss_ce_1: 0.3114 loss_bbox_1: 0.1777 loss_giou_1: 0.3316 loss_ce_2: 0.2605 loss_bbox_2: 0.1659 loss_giou_2: 0.3116 loss_ce_3: 0.2241 loss_bbox_3: 0.1586 loss_giou_3: 0.3064 loss_ce_4: 0.2011 loss_bbox_4: 0.1537 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 19:14:55] d2.utils.events INFO: eta: 6:26:16 iter: 367719 total_loss: 4.841 loss_ce: 0.2061 loss_bbox: 0.1583 loss_giou: 0.2965 loss_ce_0: 0.4187 loss_bbox_0: 0.2599 loss_giou_0: 0.4622 loss_ce_1: 0.3101 loss_bbox_1: 0.1832 loss_giou_1: 0.3385 loss_ce_2: 0.2577 loss_bbox_2: 0.1645 loss_giou_2: 0.309 loss_ce_3: 0.229 loss_bbox_3: 0.1622 loss_giou_3: 0.3017 loss_ce_4: 0.2161 loss_bbox_4: 0.1611 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:01] d2.utils.events INFO: eta: 6:26:19 iter: 367739 total_loss: 5.17 loss_ce: 0.2323 loss_bbox: 0.1684 loss_giou: 0.3259 loss_ce_0: 0.4312 loss_bbox_0: 0.2821 loss_giou_0: 0.4756 loss_ce_1: 0.3426 loss_bbox_1: 0.1959 loss_giou_1: 0.3661 loss_ce_2: 0.2885 loss_bbox_2: 0.1837 loss_giou_2: 0.3503 loss_ce_3: 0.2596 loss_bbox_3: 0.1767 loss_giou_3: 0.3376 loss_ce_4: 0.2456 loss_bbox_4: 0.1703 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:06] d2.utils.events INFO: eta: 6:26:04 iter: 367759 total_loss: 4.777 loss_ce: 0.2139 loss_bbox: 0.147 loss_giou: 0.3051 loss_ce_0: 0.4091 loss_bbox_0: 0.2484 loss_giou_0: 0.474 loss_ce_1: 0.3101 loss_bbox_1: 0.1783 loss_giou_1: 0.3508 loss_ce_2: 0.2421 loss_bbox_2: 0.1593 loss_giou_2: 0.3196 loss_ce_3: 0.2281 loss_bbox_3: 0.153 loss_giou_3: 0.312 loss_ce_4: 0.2093 loss_bbox_4: 0.1466 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:12] d2.utils.events INFO: eta: 6:25:54 iter: 367779 total_loss: 4.716 loss_ce: 0.2122 loss_bbox: 0.1451 loss_giou: 0.3103 loss_ce_0: 0.4258 loss_bbox_0: 0.248 loss_giou_0: 0.4828 loss_ce_1: 0.3213 loss_bbox_1: 0.1792 loss_giou_1: 0.3688 loss_ce_2: 0.2555 loss_bbox_2: 0.1635 loss_giou_2: 0.3366 loss_ce_3: 0.2299 loss_bbox_3: 0.155 loss_giou_3: 0.3234 loss_ce_4: 0.2112 loss_bbox_4: 0.1502 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:18] d2.utils.events INFO: eta: 6:25:59 iter: 367799 total_loss: 4.754 loss_ce: 0.2098 loss_bbox: 0.1586 loss_giou: 0.2829 loss_ce_0: 0.4163 loss_bbox_0: 0.2662 loss_giou_0: 0.4409 loss_ce_1: 0.3128 loss_bbox_1: 0.1851 loss_giou_1: 0.3364 loss_ce_2: 0.2636 loss_bbox_2: 0.1683 loss_giou_2: 0.2969 loss_ce_3: 0.2351 loss_bbox_3: 0.1654 loss_giou_3: 0.2858 loss_ce_4: 0.2162 loss_bbox_4: 0.1633 loss_giou_4: 0.2851 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:23] d2.utils.events INFO: eta: 6:25:51 iter: 367819 total_loss: 4.814 loss_ce: 0.2169 loss_bbox: 0.1584 loss_giou: 0.3014 loss_ce_0: 0.4292 loss_bbox_0: 0.2748 loss_giou_0: 0.4573 loss_ce_1: 0.3231 loss_bbox_1: 0.1914 loss_giou_1: 0.3376 loss_ce_2: 0.2655 loss_bbox_2: 0.1726 loss_giou_2: 0.3178 loss_ce_3: 0.2312 loss_bbox_3: 0.1669 loss_giou_3: 0.3019 loss_ce_4: 0.2251 loss_bbox_4: 0.1585 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:29] d2.utils.events INFO: eta: 6:25:52 iter: 367839 total_loss: 4.536 loss_ce: 0.1836 loss_bbox: 0.1499 loss_giou: 0.2884 loss_ce_0: 0.4323 loss_bbox_0: 0.2544 loss_giou_0: 0.4517 loss_ce_1: 0.307 loss_bbox_1: 0.1719 loss_giou_1: 0.3219 loss_ce_2: 0.2379 loss_bbox_2: 0.1599 loss_giou_2: 0.308 loss_ce_3: 0.2008 loss_bbox_3: 0.1544 loss_giou_3: 0.299 loss_ce_4: 0.1828 loss_bbox_4: 0.1512 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:35] d2.utils.events INFO: eta: 6:25:42 iter: 367859 total_loss: 4.934 loss_ce: 0.1965 loss_bbox: 0.1607 loss_giou: 0.3076 loss_ce_0: 0.4382 loss_bbox_0: 0.2678 loss_giou_0: 0.4679 loss_ce_1: 0.3171 loss_bbox_1: 0.1904 loss_giou_1: 0.3528 loss_ce_2: 0.25 loss_bbox_2: 0.1773 loss_giou_2: 0.3308 loss_ce_3: 0.2215 loss_bbox_3: 0.1703 loss_giou_3: 0.3202 loss_ce_4: 0.2097 loss_bbox_4: 0.1639 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:40] d2.utils.events INFO: eta: 6:25:27 iter: 367879 total_loss: 4.932 loss_ce: 0.2184 loss_bbox: 0.1506 loss_giou: 0.3049 loss_ce_0: 0.4274 loss_bbox_0: 0.2615 loss_giou_0: 0.4745 loss_ce_1: 0.3225 loss_bbox_1: 0.1786 loss_giou_1: 0.3473 loss_ce_2: 0.264 loss_bbox_2: 0.1612 loss_giou_2: 0.3238 loss_ce_3: 0.2395 loss_bbox_3: 0.1551 loss_giou_3: 0.3139 loss_ce_4: 0.2242 loss_bbox_4: 0.1531 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:46] d2.utils.events INFO: eta: 6:25:22 iter: 367899 total_loss: 4.89 loss_ce: 0.2262 loss_bbox: 0.149 loss_giou: 0.3049 loss_ce_0: 0.4185 loss_bbox_0: 0.2602 loss_giou_0: 0.4714 loss_ce_1: 0.3151 loss_bbox_1: 0.1801 loss_giou_1: 0.3548 loss_ce_2: 0.2624 loss_bbox_2: 0.1624 loss_giou_2: 0.321 loss_ce_3: 0.2349 loss_bbox_3: 0.1592 loss_giou_3: 0.3163 loss_ce_4: 0.2309 loss_bbox_4: 0.152 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:52] d2.utils.events INFO: eta: 6:25:14 iter: 367919 total_loss: 5.152 loss_ce: 0.2183 loss_bbox: 0.1789 loss_giou: 0.3399 loss_ce_0: 0.4452 loss_bbox_0: 0.2891 loss_giou_0: 0.4973 loss_ce_1: 0.3314 loss_bbox_1: 0.2011 loss_giou_1: 0.3836 loss_ce_2: 0.2841 loss_bbox_2: 0.1835 loss_giou_2: 0.3602 loss_ce_3: 0.234 loss_bbox_3: 0.1847 loss_giou_3: 0.3514 loss_ce_4: 0.2168 loss_bbox_4: 0.1813 loss_giou_4: 0.3426 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 19:15:58] d2.utils.events INFO: eta: 6:25:07 iter: 367939 total_loss: 5.004 loss_ce: 0.2131 loss_bbox: 0.1565 loss_giou: 0.3098 loss_ce_0: 0.4289 loss_bbox_0: 0.2731 loss_giou_0: 0.4792 loss_ce_1: 0.3265 loss_bbox_1: 0.1861 loss_giou_1: 0.3483 loss_ce_2: 0.2564 loss_bbox_2: 0.1749 loss_giou_2: 0.3219 loss_ce_3: 0.2314 loss_bbox_3: 0.1636 loss_giou_3: 0.3183 loss_ce_4: 0.2144 loss_bbox_4: 0.1628 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:03] d2.utils.events INFO: eta: 6:25:03 iter: 367959 total_loss: 5.052 loss_ce: 0.225 loss_bbox: 0.1685 loss_giou: 0.3046 loss_ce_0: 0.4545 loss_bbox_0: 0.2802 loss_giou_0: 0.4932 loss_ce_1: 0.34 loss_bbox_1: 0.1988 loss_giou_1: 0.3591 loss_ce_2: 0.2766 loss_bbox_2: 0.1818 loss_giou_2: 0.3295 loss_ce_3: 0.2564 loss_bbox_3: 0.1692 loss_giou_3: 0.3113 loss_ce_4: 0.2319 loss_bbox_4: 0.1684 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:09] d2.utils.events INFO: eta: 6:24:59 iter: 367979 total_loss: 4.719 loss_ce: 0.1998 loss_bbox: 0.1659 loss_giou: 0.2964 loss_ce_0: 0.411 loss_bbox_0: 0.2667 loss_giou_0: 0.4394 loss_ce_1: 0.2941 loss_bbox_1: 0.1886 loss_giou_1: 0.3346 loss_ce_2: 0.2438 loss_bbox_2: 0.1774 loss_giou_2: 0.3127 loss_ce_3: 0.2107 loss_bbox_3: 0.1749 loss_giou_3: 0.312 loss_ce_4: 0.1964 loss_bbox_4: 0.169 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:15] d2.utils.events INFO: eta: 6:24:47 iter: 367999 total_loss: 5.246 loss_ce: 0.2314 loss_bbox: 0.1691 loss_giou: 0.3196 loss_ce_0: 0.4629 loss_bbox_0: 0.2859 loss_giou_0: 0.4963 loss_ce_1: 0.3506 loss_bbox_1: 0.2003 loss_giou_1: 0.3729 loss_ce_2: 0.2844 loss_bbox_2: 0.1872 loss_giou_2: 0.3377 loss_ce_3: 0.2462 loss_bbox_3: 0.1715 loss_giou_3: 0.3301 loss_ce_4: 0.2337 loss_bbox_4: 0.1707 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:20] d2.utils.events INFO: eta: 6:24:34 iter: 368019 total_loss: 5.019 loss_ce: 0.208 loss_bbox: 0.1537 loss_giou: 0.311 loss_ce_0: 0.457 loss_bbox_0: 0.2801 loss_giou_0: 0.4792 loss_ce_1: 0.3163 loss_bbox_1: 0.1903 loss_giou_1: 0.3449 loss_ce_2: 0.2656 loss_bbox_2: 0.169 loss_giou_2: 0.3207 loss_ce_3: 0.2249 loss_bbox_3: 0.1646 loss_giou_3: 0.3113 loss_ce_4: 0.2052 loss_bbox_4: 0.1622 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:26] d2.utils.events INFO: eta: 6:24:22 iter: 368039 total_loss: 4.77 loss_ce: 0.2081 loss_bbox: 0.1594 loss_giou: 0.2908 loss_ce_0: 0.4213 loss_bbox_0: 0.2671 loss_giou_0: 0.4601 loss_ce_1: 0.3184 loss_bbox_1: 0.1876 loss_giou_1: 0.3342 loss_ce_2: 0.2478 loss_bbox_2: 0.1723 loss_giou_2: 0.3136 loss_ce_3: 0.2204 loss_bbox_3: 0.1643 loss_giou_3: 0.3099 loss_ce_4: 0.2081 loss_bbox_4: 0.1603 loss_giou_4: 0.2953 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:32] d2.utils.events INFO: eta: 6:24:08 iter: 368059 total_loss: 4.952 loss_ce: 0.2042 loss_bbox: 0.1581 loss_giou: 0.3181 loss_ce_0: 0.437 loss_bbox_0: 0.2564 loss_giou_0: 0.4931 loss_ce_1: 0.3223 loss_bbox_1: 0.185 loss_giou_1: 0.3656 loss_ce_2: 0.2572 loss_bbox_2: 0.1679 loss_giou_2: 0.3382 loss_ce_3: 0.2245 loss_bbox_3: 0.1649 loss_giou_3: 0.332 loss_ce_4: 0.2136 loss_bbox_4: 0.1591 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:37] d2.utils.events INFO: eta: 6:24:11 iter: 368079 total_loss: 4.405 loss_ce: 0.1859 loss_bbox: 0.1552 loss_giou: 0.2815 loss_ce_0: 0.4244 loss_bbox_0: 0.2557 loss_giou_0: 0.4166 loss_ce_1: 0.2966 loss_bbox_1: 0.1765 loss_giou_1: 0.3213 loss_ce_2: 0.2309 loss_bbox_2: 0.1632 loss_giou_2: 0.3016 loss_ce_3: 0.1992 loss_bbox_3: 0.1577 loss_giou_3: 0.2864 loss_ce_4: 0.1862 loss_bbox_4: 0.1551 loss_giou_4: 0.2841 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:43] d2.utils.events INFO: eta: 6:24:00 iter: 368099 total_loss: 5.032 loss_ce: 0.2167 loss_bbox: 0.1615 loss_giou: 0.3107 loss_ce_0: 0.4566 loss_bbox_0: 0.288 loss_giou_0: 0.4736 loss_ce_1: 0.34 loss_bbox_1: 0.1958 loss_giou_1: 0.3502 loss_ce_2: 0.272 loss_bbox_2: 0.1738 loss_giou_2: 0.3289 loss_ce_3: 0.241 loss_bbox_3: 0.1673 loss_giou_3: 0.3205 loss_ce_4: 0.2191 loss_bbox_4: 0.1627 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:49] d2.utils.events INFO: eta: 6:23:39 iter: 368119 total_loss: 4.795 loss_ce: 0.2019 loss_bbox: 0.1539 loss_giou: 0.2871 loss_ce_0: 0.4173 loss_bbox_0: 0.2627 loss_giou_0: 0.4365 loss_ce_1: 0.3044 loss_bbox_1: 0.1771 loss_giou_1: 0.34 loss_ce_2: 0.2535 loss_bbox_2: 0.1626 loss_giou_2: 0.3109 loss_ce_3: 0.2259 loss_bbox_3: 0.1568 loss_giou_3: 0.2995 loss_ce_4: 0.207 loss_bbox_4: 0.1535 loss_giou_4: 0.2953 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 19:16:54] d2.utils.events INFO: eta: 6:23:35 iter: 368139 total_loss: 5.01 loss_ce: 0.2222 loss_bbox: 0.1558 loss_giou: 0.3265 loss_ce_0: 0.4433 loss_bbox_0: 0.2661 loss_giou_0: 0.5061 loss_ce_1: 0.3364 loss_bbox_1: 0.1858 loss_giou_1: 0.3785 loss_ce_2: 0.2749 loss_bbox_2: 0.1632 loss_giou_2: 0.3416 loss_ce_3: 0.2486 loss_bbox_3: 0.1604 loss_giou_3: 0.3305 loss_ce_4: 0.2283 loss_bbox_4: 0.1579 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:00] d2.utils.events INFO: eta: 6:23:30 iter: 368159 total_loss: 4.96 loss_ce: 0.2132 loss_bbox: 0.1666 loss_giou: 0.3168 loss_ce_0: 0.4401 loss_bbox_0: 0.2725 loss_giou_0: 0.4655 loss_ce_1: 0.3335 loss_bbox_1: 0.1935 loss_giou_1: 0.3721 loss_ce_2: 0.2784 loss_bbox_2: 0.179 loss_giou_2: 0.3425 loss_ce_3: 0.2331 loss_bbox_3: 0.1695 loss_giou_3: 0.3276 loss_ce_4: 0.2205 loss_bbox_4: 0.1667 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:06] d2.utils.events INFO: eta: 6:23:37 iter: 368179 total_loss: 4.838 loss_ce: 0.2156 loss_bbox: 0.1559 loss_giou: 0.3044 loss_ce_0: 0.4332 loss_bbox_0: 0.2666 loss_giou_0: 0.4765 loss_ce_1: 0.3245 loss_bbox_1: 0.187 loss_giou_1: 0.3513 loss_ce_2: 0.2656 loss_bbox_2: 0.1711 loss_giou_2: 0.3251 loss_ce_3: 0.233 loss_bbox_3: 0.163 loss_giou_3: 0.3153 loss_ce_4: 0.2257 loss_bbox_4: 0.1637 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:11] d2.utils.events INFO: eta: 6:23:37 iter: 368199 total_loss: 4.875 loss_ce: 0.2084 loss_bbox: 0.1483 loss_giou: 0.3108 loss_ce_0: 0.4349 loss_bbox_0: 0.269 loss_giou_0: 0.4854 loss_ce_1: 0.3255 loss_bbox_1: 0.1866 loss_giou_1: 0.3599 loss_ce_2: 0.2579 loss_bbox_2: 0.1651 loss_giou_2: 0.3313 loss_ce_3: 0.231 loss_bbox_3: 0.157 loss_giou_3: 0.325 loss_ce_4: 0.2112 loss_bbox_4: 0.1513 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:17] d2.utils.events INFO: eta: 6:23:35 iter: 368219 total_loss: 4.851 loss_ce: 0.2222 loss_bbox: 0.1515 loss_giou: 0.3012 loss_ce_0: 0.4434 loss_bbox_0: 0.2596 loss_giou_0: 0.4731 loss_ce_1: 0.3246 loss_bbox_1: 0.1756 loss_giou_1: 0.3388 loss_ce_2: 0.2643 loss_bbox_2: 0.1645 loss_giou_2: 0.3206 loss_ce_3: 0.2427 loss_bbox_3: 0.1608 loss_giou_3: 0.3108 loss_ce_4: 0.2261 loss_bbox_4: 0.1545 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0319 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:23] d2.utils.events INFO: eta: 6:23:26 iter: 368239 total_loss: 4.694 loss_ce: 0.2097 loss_bbox: 0.1591 loss_giou: 0.2873 loss_ce_0: 0.4259 loss_bbox_0: 0.263 loss_giou_0: 0.4397 loss_ce_1: 0.3308 loss_bbox_1: 0.1857 loss_giou_1: 0.3231 loss_ce_2: 0.2576 loss_bbox_2: 0.1706 loss_giou_2: 0.3003 loss_ce_3: 0.2298 loss_bbox_3: 0.1692 loss_giou_3: 0.299 loss_ce_4: 0.217 loss_bbox_4: 0.1646 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:29] d2.utils.events INFO: eta: 6:23:33 iter: 368259 total_loss: 4.856 loss_ce: 0.2065 loss_bbox: 0.1668 loss_giou: 0.3141 loss_ce_0: 0.4359 loss_bbox_0: 0.2751 loss_giou_0: 0.4671 loss_ce_1: 0.3176 loss_bbox_1: 0.1932 loss_giou_1: 0.3625 loss_ce_2: 0.2575 loss_bbox_2: 0.1766 loss_giou_2: 0.3355 loss_ce_3: 0.2242 loss_bbox_3: 0.1701 loss_giou_3: 0.3228 loss_ce_4: 0.2121 loss_bbox_4: 0.1692 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0171 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:34] d2.utils.events INFO: eta: 6:23:24 iter: 368279 total_loss: 5.288 loss_ce: 0.2358 loss_bbox: 0.1728 loss_giou: 0.3253 loss_ce_0: 0.4725 loss_bbox_0: 0.2878 loss_giou_0: 0.5119 loss_ce_1: 0.3463 loss_bbox_1: 0.2039 loss_giou_1: 0.3736 loss_ce_2: 0.2893 loss_bbox_2: 0.1841 loss_giou_2: 0.3451 loss_ce_3: 0.253 loss_bbox_3: 0.1779 loss_giou_3: 0.3387 loss_ce_4: 0.2358 loss_bbox_4: 0.1771 loss_giou_4: 0.3276 time: 0.2800 data_time: 0.0181 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:40] d2.utils.events INFO: eta: 6:23:23 iter: 368299 total_loss: 4.779 loss_ce: 0.2021 loss_bbox: 0.1546 loss_giou: 0.2739 loss_ce_0: 0.4318 loss_bbox_0: 0.2665 loss_giou_0: 0.4533 loss_ce_1: 0.3121 loss_bbox_1: 0.1875 loss_giou_1: 0.3354 loss_ce_2: 0.2552 loss_bbox_2: 0.1679 loss_giou_2: 0.3076 loss_ce_3: 0.2244 loss_bbox_3: 0.1611 loss_giou_3: 0.2942 loss_ce_4: 0.2075 loss_bbox_4: 0.1591 loss_giou_4: 0.2782 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:46] d2.utils.events INFO: eta: 6:23:16 iter: 368319 total_loss: 4.932 loss_ce: 0.2022 loss_bbox: 0.1519 loss_giou: 0.3033 loss_ce_0: 0.4352 loss_bbox_0: 0.2735 loss_giou_0: 0.4599 loss_ce_1: 0.3258 loss_bbox_1: 0.1911 loss_giou_1: 0.3443 loss_ce_2: 0.2682 loss_bbox_2: 0.1725 loss_giou_2: 0.3151 loss_ce_3: 0.2314 loss_bbox_3: 0.1622 loss_giou_3: 0.312 loss_ce_4: 0.2043 loss_bbox_4: 0.1569 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:51] d2.utils.events INFO: eta: 6:22:56 iter: 368339 total_loss: 4.783 loss_ce: 0.2097 loss_bbox: 0.1561 loss_giou: 0.2912 loss_ce_0: 0.4192 loss_bbox_0: 0.2725 loss_giou_0: 0.4472 loss_ce_1: 0.3081 loss_bbox_1: 0.1925 loss_giou_1: 0.3358 loss_ce_2: 0.2419 loss_bbox_2: 0.1714 loss_giou_2: 0.3021 loss_ce_3: 0.2231 loss_bbox_3: 0.167 loss_giou_3: 0.2978 loss_ce_4: 0.21 loss_bbox_4: 0.1608 loss_giou_4: 0.2908 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 19:17:57] d2.utils.events INFO: eta: 6:22:49 iter: 368359 total_loss: 4.832 loss_ce: 0.2036 loss_bbox: 0.1644 loss_giou: 0.3108 loss_ce_0: 0.4394 loss_bbox_0: 0.2628 loss_giou_0: 0.4578 loss_ce_1: 0.3165 loss_bbox_1: 0.1879 loss_giou_1: 0.3467 loss_ce_2: 0.2537 loss_bbox_2: 0.1698 loss_giou_2: 0.3254 loss_ce_3: 0.2223 loss_bbox_3: 0.1671 loss_giou_3: 0.321 loss_ce_4: 0.2061 loss_bbox_4: 0.1664 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:03] d2.utils.events INFO: eta: 6:22:30 iter: 368379 total_loss: 4.463 loss_ce: 0.1994 loss_bbox: 0.1355 loss_giou: 0.264 loss_ce_0: 0.4002 loss_bbox_0: 0.2417 loss_giou_0: 0.4272 loss_ce_1: 0.2945 loss_bbox_1: 0.1657 loss_giou_1: 0.304 loss_ce_2: 0.2388 loss_bbox_2: 0.148 loss_giou_2: 0.2801 loss_ce_3: 0.1992 loss_bbox_3: 0.1395 loss_giou_3: 0.272 loss_ce_4: 0.1945 loss_bbox_4: 0.1371 loss_giou_4: 0.27 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:08] d2.utils.events INFO: eta: 6:22:20 iter: 368399 total_loss: 4.892 loss_ce: 0.2162 loss_bbox: 0.1524 loss_giou: 0.2885 loss_ce_0: 0.4411 loss_bbox_0: 0.2639 loss_giou_0: 0.4699 loss_ce_1: 0.3277 loss_bbox_1: 0.1821 loss_giou_1: 0.3473 loss_ce_2: 0.272 loss_bbox_2: 0.1625 loss_giou_2: 0.321 loss_ce_3: 0.2413 loss_bbox_3: 0.1545 loss_giou_3: 0.3074 loss_ce_4: 0.2193 loss_bbox_4: 0.1548 loss_giou_4: 0.3011 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:14] d2.utils.events INFO: eta: 6:22:15 iter: 368419 total_loss: 5.144 loss_ce: 0.2245 loss_bbox: 0.1582 loss_giou: 0.3192 loss_ce_0: 0.4356 loss_bbox_0: 0.2696 loss_giou_0: 0.5086 loss_ce_1: 0.341 loss_bbox_1: 0.1843 loss_giou_1: 0.3702 loss_ce_2: 0.2822 loss_bbox_2: 0.1691 loss_giou_2: 0.3386 loss_ce_3: 0.247 loss_bbox_3: 0.1651 loss_giou_3: 0.3303 loss_ce_4: 0.2291 loss_bbox_4: 0.1618 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:20] d2.utils.events INFO: eta: 6:22:27 iter: 368439 total_loss: 4.875 loss_ce: 0.2121 loss_bbox: 0.1572 loss_giou: 0.301 loss_ce_0: 0.4364 loss_bbox_0: 0.278 loss_giou_0: 0.4605 loss_ce_1: 0.3389 loss_bbox_1: 0.1871 loss_giou_1: 0.3429 loss_ce_2: 0.2656 loss_bbox_2: 0.1722 loss_giou_2: 0.3112 loss_ce_3: 0.2345 loss_bbox_3: 0.1627 loss_giou_3: 0.3031 loss_ce_4: 0.2114 loss_bbox_4: 0.1608 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:25] d2.utils.events INFO: eta: 6:22:23 iter: 368459 total_loss: 4.795 loss_ce: 0.2183 loss_bbox: 0.1544 loss_giou: 0.2966 loss_ce_0: 0.4378 loss_bbox_0: 0.2517 loss_giou_0: 0.4551 loss_ce_1: 0.333 loss_bbox_1: 0.1781 loss_giou_1: 0.3388 loss_ce_2: 0.273 loss_bbox_2: 0.1684 loss_giou_2: 0.3165 loss_ce_3: 0.236 loss_bbox_3: 0.1645 loss_giou_3: 0.3106 loss_ce_4: 0.2198 loss_bbox_4: 0.1579 loss_giou_4: 0.3019 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:31] d2.utils.events INFO: eta: 6:22:17 iter: 368479 total_loss: 4.671 loss_ce: 0.2005 loss_bbox: 0.1481 loss_giou: 0.2979 loss_ce_0: 0.4184 loss_bbox_0: 0.2676 loss_giou_0: 0.4596 loss_ce_1: 0.3136 loss_bbox_1: 0.1858 loss_giou_1: 0.3538 loss_ce_2: 0.2542 loss_bbox_2: 0.1621 loss_giou_2: 0.3268 loss_ce_3: 0.2209 loss_bbox_3: 0.1551 loss_giou_3: 0.316 loss_ce_4: 0.209 loss_bbox_4: 0.1522 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:37] d2.utils.events INFO: eta: 6:22:09 iter: 368499 total_loss: 4.675 loss_ce: 0.204 loss_bbox: 0.1577 loss_giou: 0.2935 loss_ce_0: 0.4081 loss_bbox_0: 0.2572 loss_giou_0: 0.4482 loss_ce_1: 0.2923 loss_bbox_1: 0.1794 loss_giou_1: 0.3388 loss_ce_2: 0.2403 loss_bbox_2: 0.1672 loss_giou_2: 0.3154 loss_ce_3: 0.2149 loss_bbox_3: 0.1615 loss_giou_3: 0.306 loss_ce_4: 0.2061 loss_bbox_4: 0.1589 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:42] d2.utils.events INFO: eta: 6:21:57 iter: 368519 total_loss: 4.92 loss_ce: 0.1946 loss_bbox: 0.1481 loss_giou: 0.3067 loss_ce_0: 0.4267 loss_bbox_0: 0.2559 loss_giou_0: 0.4864 loss_ce_1: 0.3109 loss_bbox_1: 0.1853 loss_giou_1: 0.3594 loss_ce_2: 0.242 loss_bbox_2: 0.162 loss_giou_2: 0.3228 loss_ce_3: 0.2227 loss_bbox_3: 0.1555 loss_giou_3: 0.3145 loss_ce_4: 0.201 loss_bbox_4: 0.1505 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0192 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:48] d2.utils.events INFO: eta: 6:21:51 iter: 368539 total_loss: 4.928 loss_ce: 0.2206 loss_bbox: 0.1603 loss_giou: 0.3068 loss_ce_0: 0.4445 loss_bbox_0: 0.268 loss_giou_0: 0.4364 loss_ce_1: 0.3299 loss_bbox_1: 0.1834 loss_giou_1: 0.3428 loss_ce_2: 0.2763 loss_bbox_2: 0.1678 loss_giou_2: 0.3261 loss_ce_3: 0.2383 loss_bbox_3: 0.1642 loss_giou_3: 0.3155 loss_ce_4: 0.2294 loss_bbox_4: 0.1602 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:54] d2.utils.events INFO: eta: 6:21:44 iter: 368559 total_loss: 4.817 loss_ce: 0.2019 loss_bbox: 0.1533 loss_giou: 0.2999 loss_ce_0: 0.4414 loss_bbox_0: 0.2795 loss_giou_0: 0.4524 loss_ce_1: 0.3392 loss_bbox_1: 0.1911 loss_giou_1: 0.3472 loss_ce_2: 0.2689 loss_bbox_2: 0.1705 loss_giou_2: 0.3186 loss_ce_3: 0.2306 loss_bbox_3: 0.1622 loss_giou_3: 0.3095 loss_ce_4: 0.2117 loss_bbox_4: 0.1572 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 19:18:59] d2.utils.events INFO: eta: 6:21:41 iter: 368579 total_loss: 4.794 loss_ce: 0.2086 loss_bbox: 0.1674 loss_giou: 0.3125 loss_ce_0: 0.4524 loss_bbox_0: 0.2652 loss_giou_0: 0.4674 loss_ce_1: 0.33 loss_bbox_1: 0.1928 loss_giou_1: 0.3477 loss_ce_2: 0.2644 loss_bbox_2: 0.1784 loss_giou_2: 0.3236 loss_ce_3: 0.2257 loss_bbox_3: 0.1707 loss_giou_3: 0.3167 loss_ce_4: 0.2065 loss_bbox_4: 0.1693 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:05] d2.utils.events INFO: eta: 6:21:41 iter: 368599 total_loss: 4.84 loss_ce: 0.208 loss_bbox: 0.1631 loss_giou: 0.309 loss_ce_0: 0.433 loss_bbox_0: 0.2696 loss_giou_0: 0.4868 loss_ce_1: 0.3179 loss_bbox_1: 0.1991 loss_giou_1: 0.3636 loss_ce_2: 0.2587 loss_bbox_2: 0.1749 loss_giou_2: 0.3294 loss_ce_3: 0.2211 loss_bbox_3: 0.1711 loss_giou_3: 0.316 loss_ce_4: 0.2122 loss_bbox_4: 0.1665 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:11] d2.utils.events INFO: eta: 6:21:38 iter: 368619 total_loss: 4.727 loss_ce: 0.1944 loss_bbox: 0.1508 loss_giou: 0.3069 loss_ce_0: 0.4288 loss_bbox_0: 0.2648 loss_giou_0: 0.482 loss_ce_1: 0.3115 loss_bbox_1: 0.1829 loss_giou_1: 0.3505 loss_ce_2: 0.2385 loss_bbox_2: 0.1627 loss_giou_2: 0.3243 loss_ce_3: 0.2201 loss_bbox_3: 0.1558 loss_giou_3: 0.3123 loss_ce_4: 0.2038 loss_bbox_4: 0.1541 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:16] d2.utils.events INFO: eta: 6:21:34 iter: 368639 total_loss: 5.001 loss_ce: 0.2176 loss_bbox: 0.1564 loss_giou: 0.3088 loss_ce_0: 0.4544 loss_bbox_0: 0.2708 loss_giou_0: 0.5029 loss_ce_1: 0.3356 loss_bbox_1: 0.1931 loss_giou_1: 0.36 loss_ce_2: 0.274 loss_bbox_2: 0.1735 loss_giou_2: 0.3287 loss_ce_3: 0.2362 loss_bbox_3: 0.1632 loss_giou_3: 0.3205 loss_ce_4: 0.2241 loss_bbox_4: 0.1596 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:22] d2.utils.events INFO: eta: 6:21:28 iter: 368659 total_loss: 5.015 loss_ce: 0.227 loss_bbox: 0.174 loss_giou: 0.3165 loss_ce_0: 0.4625 loss_bbox_0: 0.2745 loss_giou_0: 0.474 loss_ce_1: 0.3407 loss_bbox_1: 0.1927 loss_giou_1: 0.3631 loss_ce_2: 0.2854 loss_bbox_2: 0.1806 loss_giou_2: 0.3394 loss_ce_3: 0.2456 loss_bbox_3: 0.1794 loss_giou_3: 0.3297 loss_ce_4: 0.2313 loss_bbox_4: 0.1713 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:28] d2.utils.events INFO: eta: 6:21:20 iter: 368679 total_loss: 4.501 loss_ce: 0.1873 loss_bbox: 0.1543 loss_giou: 0.2776 loss_ce_0: 0.4191 loss_bbox_0: 0.2648 loss_giou_0: 0.4352 loss_ce_1: 0.3058 loss_bbox_1: 0.1858 loss_giou_1: 0.3162 loss_ce_2: 0.2387 loss_bbox_2: 0.1703 loss_giou_2: 0.2943 loss_ce_3: 0.207 loss_bbox_3: 0.1641 loss_giou_3: 0.2825 loss_ce_4: 0.1903 loss_bbox_4: 0.1566 loss_giou_4: 0.2748 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:33] d2.utils.events INFO: eta: 6:21:17 iter: 368699 total_loss: 4.698 loss_ce: 0.1934 loss_bbox: 0.1574 loss_giou: 0.2861 loss_ce_0: 0.4368 loss_bbox_0: 0.2625 loss_giou_0: 0.4477 loss_ce_1: 0.3191 loss_bbox_1: 0.1816 loss_giou_1: 0.326 loss_ce_2: 0.2537 loss_bbox_2: 0.1669 loss_giou_2: 0.3043 loss_ce_3: 0.2151 loss_bbox_3: 0.1656 loss_giou_3: 0.2949 loss_ce_4: 0.194 loss_bbox_4: 0.1595 loss_giou_4: 0.2901 time: 0.2800 data_time: 0.0212 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:39] d2.utils.events INFO: eta: 6:21:13 iter: 368719 total_loss: 4.689 loss_ce: 0.2005 loss_bbox: 0.1561 loss_giou: 0.2849 loss_ce_0: 0.4242 loss_bbox_0: 0.2619 loss_giou_0: 0.4377 loss_ce_1: 0.316 loss_bbox_1: 0.1782 loss_giou_1: 0.3232 loss_ce_2: 0.2521 loss_bbox_2: 0.1659 loss_giou_2: 0.3115 loss_ce_3: 0.2194 loss_bbox_3: 0.1586 loss_giou_3: 0.3028 loss_ce_4: 0.2035 loss_bbox_4: 0.1592 loss_giou_4: 0.2908 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:45] d2.utils.events INFO: eta: 6:21:02 iter: 368739 total_loss: 4.734 loss_ce: 0.2013 loss_bbox: 0.1604 loss_giou: 0.2894 loss_ce_0: 0.4232 loss_bbox_0: 0.2686 loss_giou_0: 0.4295 loss_ce_1: 0.3099 loss_bbox_1: 0.1938 loss_giou_1: 0.3189 loss_ce_2: 0.2443 loss_bbox_2: 0.1838 loss_giou_2: 0.2996 loss_ce_3: 0.2258 loss_bbox_3: 0.1699 loss_giou_3: 0.2988 loss_ce_4: 0.2073 loss_bbox_4: 0.165 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:51] d2.utils.events INFO: eta: 6:21:09 iter: 368759 total_loss: 4.831 loss_ce: 0.2156 loss_bbox: 0.1496 loss_giou: 0.3074 loss_ce_0: 0.4479 loss_bbox_0: 0.2487 loss_giou_0: 0.4541 loss_ce_1: 0.3265 loss_bbox_1: 0.1662 loss_giou_1: 0.3489 loss_ce_2: 0.2663 loss_bbox_2: 0.1569 loss_giou_2: 0.3159 loss_ce_3: 0.2382 loss_bbox_3: 0.1501 loss_giou_3: 0.3148 loss_ce_4: 0.219 loss_bbox_4: 0.1522 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0361 lr: 2.5e-06 max_mem: 5427M [11/03 19:19:56] d2.utils.events INFO: eta: 6:21:03 iter: 368779 total_loss: 4.618 loss_ce: 0.1934 loss_bbox: 0.1478 loss_giou: 0.2834 loss_ce_0: 0.4263 loss_bbox_0: 0.2682 loss_giou_0: 0.4497 loss_ce_1: 0.311 loss_bbox_1: 0.1794 loss_giou_1: 0.3271 loss_ce_2: 0.2464 loss_bbox_2: 0.1665 loss_giou_2: 0.2992 loss_ce_3: 0.2158 loss_bbox_3: 0.1559 loss_giou_3: 0.2871 loss_ce_4: 0.199 loss_bbox_4: 0.1519 loss_giou_4: 0.2865 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:02] d2.utils.events INFO: eta: 6:20:49 iter: 368799 total_loss: 5.023 loss_ce: 0.2091 loss_bbox: 0.1665 loss_giou: 0.2999 loss_ce_0: 0.4465 loss_bbox_0: 0.2715 loss_giou_0: 0.4618 loss_ce_1: 0.3377 loss_bbox_1: 0.1973 loss_giou_1: 0.3468 loss_ce_2: 0.2659 loss_bbox_2: 0.1732 loss_giou_2: 0.3151 loss_ce_3: 0.2296 loss_bbox_3: 0.1732 loss_giou_3: 0.3048 loss_ce_4: 0.2155 loss_bbox_4: 0.1673 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:08] d2.utils.events INFO: eta: 6:20:45 iter: 368819 total_loss: 4.917 loss_ce: 0.2117 loss_bbox: 0.1523 loss_giou: 0.3086 loss_ce_0: 0.437 loss_bbox_0: 0.2637 loss_giou_0: 0.4879 loss_ce_1: 0.3356 loss_bbox_1: 0.1874 loss_giou_1: 0.3483 loss_ce_2: 0.2687 loss_bbox_2: 0.1678 loss_giou_2: 0.3263 loss_ce_3: 0.2367 loss_bbox_3: 0.1609 loss_giou_3: 0.3118 loss_ce_4: 0.2218 loss_bbox_4: 0.1586 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:13] d2.utils.events INFO: eta: 6:20:36 iter: 368839 total_loss: 5.214 loss_ce: 0.2442 loss_bbox: 0.1775 loss_giou: 0.3277 loss_ce_0: 0.4571 loss_bbox_0: 0.2866 loss_giou_0: 0.491 loss_ce_1: 0.3477 loss_bbox_1: 0.2037 loss_giou_1: 0.3655 loss_ce_2: 0.2978 loss_bbox_2: 0.1883 loss_giou_2: 0.3451 loss_ce_3: 0.2678 loss_bbox_3: 0.1799 loss_giou_3: 0.3325 loss_ce_4: 0.2466 loss_bbox_4: 0.1785 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:19] d2.utils.events INFO: eta: 6:20:29 iter: 368859 total_loss: 4.966 loss_ce: 0.2352 loss_bbox: 0.1645 loss_giou: 0.3151 loss_ce_0: 0.4298 loss_bbox_0: 0.2739 loss_giou_0: 0.4712 loss_ce_1: 0.3226 loss_bbox_1: 0.193 loss_giou_1: 0.3544 loss_ce_2: 0.2705 loss_bbox_2: 0.1762 loss_giou_2: 0.3311 loss_ce_3: 0.2485 loss_bbox_3: 0.1691 loss_giou_3: 0.3211 loss_ce_4: 0.234 loss_bbox_4: 0.1661 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:25] d2.utils.events INFO: eta: 6:20:18 iter: 368879 total_loss: 5.104 loss_ce: 0.2313 loss_bbox: 0.1742 loss_giou: 0.3027 loss_ce_0: 0.4459 loss_bbox_0: 0.2846 loss_giou_0: 0.4789 loss_ce_1: 0.3365 loss_bbox_1: 0.1959 loss_giou_1: 0.3587 loss_ce_2: 0.2823 loss_bbox_2: 0.18 loss_giou_2: 0.3256 loss_ce_3: 0.2396 loss_bbox_3: 0.1824 loss_giou_3: 0.3085 loss_ce_4: 0.2282 loss_bbox_4: 0.1816 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:30] d2.utils.events INFO: eta: 6:20:12 iter: 368899 total_loss: 4.722 loss_ce: 0.2099 loss_bbox: 0.1548 loss_giou: 0.3052 loss_ce_0: 0.432 loss_bbox_0: 0.2593 loss_giou_0: 0.4694 loss_ce_1: 0.3187 loss_bbox_1: 0.1804 loss_giou_1: 0.3429 loss_ce_2: 0.2529 loss_bbox_2: 0.1673 loss_giou_2: 0.3132 loss_ce_3: 0.2279 loss_bbox_3: 0.1621 loss_giou_3: 0.3102 loss_ce_4: 0.2079 loss_bbox_4: 0.1604 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:36] d2.utils.events INFO: eta: 6:20:06 iter: 368919 total_loss: 4.713 loss_ce: 0.2004 loss_bbox: 0.1519 loss_giou: 0.3194 loss_ce_0: 0.4321 loss_bbox_0: 0.269 loss_giou_0: 0.4797 loss_ce_1: 0.3045 loss_bbox_1: 0.1813 loss_giou_1: 0.3746 loss_ce_2: 0.2583 loss_bbox_2: 0.1622 loss_giou_2: 0.3407 loss_ce_3: 0.223 loss_bbox_3: 0.1591 loss_giou_3: 0.3301 loss_ce_4: 0.2088 loss_bbox_4: 0.1597 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:42] d2.utils.events INFO: eta: 6:20:00 iter: 368939 total_loss: 4.846 loss_ce: 0.2207 loss_bbox: 0.1528 loss_giou: 0.2946 loss_ce_0: 0.4543 loss_bbox_0: 0.2674 loss_giou_0: 0.4625 loss_ce_1: 0.3413 loss_bbox_1: 0.1809 loss_giou_1: 0.3549 loss_ce_2: 0.2803 loss_bbox_2: 0.1662 loss_giou_2: 0.3278 loss_ce_3: 0.2411 loss_bbox_3: 0.1579 loss_giou_3: 0.3137 loss_ce_4: 0.2244 loss_bbox_4: 0.1547 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0193 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:47] d2.utils.events INFO: eta: 6:19:56 iter: 368959 total_loss: 4.786 loss_ce: 0.1942 loss_bbox: 0.1463 loss_giou: 0.3158 loss_ce_0: 0.4245 loss_bbox_0: 0.2526 loss_giou_0: 0.4728 loss_ce_1: 0.3085 loss_bbox_1: 0.1734 loss_giou_1: 0.3597 loss_ce_2: 0.2534 loss_bbox_2: 0.155 loss_giou_2: 0.3323 loss_ce_3: 0.2109 loss_bbox_3: 0.15 loss_giou_3: 0.3223 loss_ce_4: 0.1986 loss_bbox_4: 0.1478 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:53] d2.utils.events INFO: eta: 6:19:50 iter: 368979 total_loss: 4.851 loss_ce: 0.2136 loss_bbox: 0.1546 loss_giou: 0.2957 loss_ce_0: 0.4412 loss_bbox_0: 0.2737 loss_giou_0: 0.4643 loss_ce_1: 0.3305 loss_bbox_1: 0.1842 loss_giou_1: 0.3346 loss_ce_2: 0.2659 loss_bbox_2: 0.1713 loss_giou_2: 0.3177 loss_ce_3: 0.2223 loss_bbox_3: 0.1655 loss_giou_3: 0.3077 loss_ce_4: 0.2079 loss_bbox_4: 0.1599 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 19:20:59] d2.utils.events INFO: eta: 6:19:44 iter: 368999 total_loss: 5.023 loss_ce: 0.2327 loss_bbox: 0.1521 loss_giou: 0.3191 loss_ce_0: 0.4569 loss_bbox_0: 0.2678 loss_giou_0: 0.5108 loss_ce_1: 0.3515 loss_bbox_1: 0.1825 loss_giou_1: 0.3732 loss_ce_2: 0.2848 loss_bbox_2: 0.1629 loss_giou_2: 0.3475 loss_ce_3: 0.2537 loss_bbox_3: 0.1551 loss_giou_3: 0.3302 loss_ce_4: 0.2371 loss_bbox_4: 0.1513 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:04] d2.utils.events INFO: eta: 6:19:44 iter: 369019 total_loss: 4.727 loss_ce: 0.2146 loss_bbox: 0.1452 loss_giou: 0.2854 loss_ce_0: 0.4163 loss_bbox_0: 0.253 loss_giou_0: 0.453 loss_ce_1: 0.317 loss_bbox_1: 0.1739 loss_giou_1: 0.3408 loss_ce_2: 0.2616 loss_bbox_2: 0.16 loss_giou_2: 0.3117 loss_ce_3: 0.2211 loss_bbox_3: 0.1533 loss_giou_3: 0.3044 loss_ce_4: 0.2187 loss_bbox_4: 0.1452 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0181 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:10] d2.utils.events INFO: eta: 6:19:39 iter: 369039 total_loss: 4.936 loss_ce: 0.2253 loss_bbox: 0.1603 loss_giou: 0.3187 loss_ce_0: 0.4432 loss_bbox_0: 0.269 loss_giou_0: 0.5037 loss_ce_1: 0.3243 loss_bbox_1: 0.189 loss_giou_1: 0.368 loss_ce_2: 0.2633 loss_bbox_2: 0.1675 loss_giou_2: 0.3356 loss_ce_3: 0.2445 loss_bbox_3: 0.1638 loss_giou_3: 0.3281 loss_ce_4: 0.2147 loss_bbox_4: 0.1591 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:16] d2.utils.events INFO: eta: 6:19:42 iter: 369059 total_loss: 5.156 loss_ce: 0.2266 loss_bbox: 0.1616 loss_giou: 0.2965 loss_ce_0: 0.4472 loss_bbox_0: 0.2817 loss_giou_0: 0.4731 loss_ce_1: 0.3343 loss_bbox_1: 0.1891 loss_giou_1: 0.3474 loss_ce_2: 0.2792 loss_bbox_2: 0.1671 loss_giou_2: 0.3207 loss_ce_3: 0.2488 loss_bbox_3: 0.1682 loss_giou_3: 0.3094 loss_ce_4: 0.2383 loss_bbox_4: 0.1664 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:21] d2.utils.events INFO: eta: 6:19:27 iter: 369079 total_loss: 4.807 loss_ce: 0.2013 loss_bbox: 0.1635 loss_giou: 0.3044 loss_ce_0: 0.4234 loss_bbox_0: 0.2729 loss_giou_0: 0.4317 loss_ce_1: 0.3177 loss_bbox_1: 0.1968 loss_giou_1: 0.3401 loss_ce_2: 0.2502 loss_bbox_2: 0.1778 loss_giou_2: 0.3169 loss_ce_3: 0.214 loss_bbox_3: 0.1684 loss_giou_3: 0.3107 loss_ce_4: 0.2043 loss_bbox_4: 0.1676 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:27] d2.utils.events INFO: eta: 6:19:22 iter: 369099 total_loss: 5.035 loss_ce: 0.2193 loss_bbox: 0.1806 loss_giou: 0.328 loss_ce_0: 0.4408 loss_bbox_0: 0.2792 loss_giou_0: 0.5027 loss_ce_1: 0.3208 loss_bbox_1: 0.2077 loss_giou_1: 0.373 loss_ce_2: 0.2664 loss_bbox_2: 0.1835 loss_giou_2: 0.3472 loss_ce_3: 0.2393 loss_bbox_3: 0.18 loss_giou_3: 0.3377 loss_ce_4: 0.2213 loss_bbox_4: 0.1804 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:33] d2.utils.events INFO: eta: 6:19:14 iter: 369119 total_loss: 4.585 loss_ce: 0.1836 loss_bbox: 0.1505 loss_giou: 0.2737 loss_ce_0: 0.4148 loss_bbox_0: 0.254 loss_giou_0: 0.4269 loss_ce_1: 0.2868 loss_bbox_1: 0.1759 loss_giou_1: 0.3234 loss_ce_2: 0.2419 loss_bbox_2: 0.1636 loss_giou_2: 0.2911 loss_ce_3: 0.1996 loss_bbox_3: 0.1549 loss_giou_3: 0.2928 loss_ce_4: 0.1963 loss_bbox_4: 0.1534 loss_giou_4: 0.2842 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:38] d2.utils.events INFO: eta: 6:19:10 iter: 369139 total_loss: 4.876 loss_ce: 0.2158 loss_bbox: 0.1656 loss_giou: 0.2984 loss_ce_0: 0.445 loss_bbox_0: 0.2754 loss_giou_0: 0.486 loss_ce_1: 0.3267 loss_bbox_1: 0.1919 loss_giou_1: 0.3387 loss_ce_2: 0.2704 loss_bbox_2: 0.1768 loss_giou_2: 0.3167 loss_ce_3: 0.2378 loss_bbox_3: 0.17 loss_giou_3: 0.3048 loss_ce_4: 0.2168 loss_bbox_4: 0.1669 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:44] d2.utils.events INFO: eta: 6:19:02 iter: 369159 total_loss: 4.701 loss_ce: 0.1909 loss_bbox: 0.1515 loss_giou: 0.281 loss_ce_0: 0.432 loss_bbox_0: 0.2567 loss_giou_0: 0.4367 loss_ce_1: 0.3218 loss_bbox_1: 0.1775 loss_giou_1: 0.3223 loss_ce_2: 0.2499 loss_bbox_2: 0.1621 loss_giou_2: 0.3014 loss_ce_3: 0.2128 loss_bbox_3: 0.1569 loss_giou_3: 0.2912 loss_ce_4: 0.1959 loss_bbox_4: 0.1538 loss_giou_4: 0.2818 time: 0.2800 data_time: 0.0341 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:50] d2.utils.events INFO: eta: 6:18:53 iter: 369179 total_loss: 4.834 loss_ce: 0.2103 loss_bbox: 0.1503 loss_giou: 0.2962 loss_ce_0: 0.4304 loss_bbox_0: 0.2609 loss_giou_0: 0.4868 loss_ce_1: 0.3286 loss_bbox_1: 0.1788 loss_giou_1: 0.3578 loss_ce_2: 0.2667 loss_bbox_2: 0.1631 loss_giou_2: 0.324 loss_ce_3: 0.2282 loss_bbox_3: 0.1529 loss_giou_3: 0.3111 loss_ce_4: 0.2147 loss_bbox_4: 0.1505 loss_giou_4: 0.302 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 19:21:55] d2.utils.events INFO: eta: 6:18:47 iter: 369199 total_loss: 4.847 loss_ce: 0.2237 loss_bbox: 0.1598 loss_giou: 0.2999 loss_ce_0: 0.4416 loss_bbox_0: 0.2724 loss_giou_0: 0.4862 loss_ce_1: 0.3278 loss_bbox_1: 0.1905 loss_giou_1: 0.3514 loss_ce_2: 0.2663 loss_bbox_2: 0.1749 loss_giou_2: 0.3199 loss_ce_3: 0.2365 loss_bbox_3: 0.1703 loss_giou_3: 0.3081 loss_ce_4: 0.2213 loss_bbox_4: 0.1614 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:01] d2.utils.events INFO: eta: 6:18:35 iter: 369219 total_loss: 5.099 loss_ce: 0.2202 loss_bbox: 0.1565 loss_giou: 0.3158 loss_ce_0: 0.4448 loss_bbox_0: 0.2724 loss_giou_0: 0.505 loss_ce_1: 0.3229 loss_bbox_1: 0.1977 loss_giou_1: 0.3757 loss_ce_2: 0.2809 loss_bbox_2: 0.171 loss_giou_2: 0.3468 loss_ce_3: 0.2346 loss_bbox_3: 0.1608 loss_giou_3: 0.3308 loss_ce_4: 0.2258 loss_bbox_4: 0.1585 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:07] d2.utils.events INFO: eta: 6:18:25 iter: 369239 total_loss: 4.852 loss_ce: 0.2067 loss_bbox: 0.1629 loss_giou: 0.2818 loss_ce_0: 0.4249 loss_bbox_0: 0.2601 loss_giou_0: 0.4152 loss_ce_1: 0.3136 loss_bbox_1: 0.1869 loss_giou_1: 0.3195 loss_ce_2: 0.2572 loss_bbox_2: 0.1684 loss_giou_2: 0.2931 loss_ce_3: 0.2241 loss_bbox_3: 0.1703 loss_giou_3: 0.2841 loss_ce_4: 0.2122 loss_bbox_4: 0.1662 loss_giou_4: 0.2829 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:12] d2.utils.events INFO: eta: 6:18:13 iter: 369259 total_loss: 4.779 loss_ce: 0.1999 loss_bbox: 0.1586 loss_giou: 0.3127 loss_ce_0: 0.4378 loss_bbox_0: 0.253 loss_giou_0: 0.4815 loss_ce_1: 0.3224 loss_bbox_1: 0.182 loss_giou_1: 0.3706 loss_ce_2: 0.2515 loss_bbox_2: 0.169 loss_giou_2: 0.3298 loss_ce_3: 0.2168 loss_bbox_3: 0.1623 loss_giou_3: 0.3181 loss_ce_4: 0.2032 loss_bbox_4: 0.1619 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:18] d2.utils.events INFO: eta: 6:18:11 iter: 369279 total_loss: 4.969 loss_ce: 0.2148 loss_bbox: 0.1569 loss_giou: 0.2886 loss_ce_0: 0.4399 loss_bbox_0: 0.2612 loss_giou_0: 0.4733 loss_ce_1: 0.3249 loss_bbox_1: 0.1786 loss_giou_1: 0.3478 loss_ce_2: 0.276 loss_bbox_2: 0.1632 loss_giou_2: 0.3151 loss_ce_3: 0.2387 loss_bbox_3: 0.1588 loss_giou_3: 0.3026 loss_ce_4: 0.2271 loss_bbox_4: 0.1613 loss_giou_4: 0.2949 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:24] d2.utils.events INFO: eta: 6:18:02 iter: 369299 total_loss: 5.008 loss_ce: 0.2081 loss_bbox: 0.1535 loss_giou: 0.3137 loss_ce_0: 0.4426 loss_bbox_0: 0.266 loss_giou_0: 0.4908 loss_ce_1: 0.3294 loss_bbox_1: 0.1866 loss_giou_1: 0.3696 loss_ce_2: 0.2591 loss_bbox_2: 0.1675 loss_giou_2: 0.336 loss_ce_3: 0.2266 loss_bbox_3: 0.1598 loss_giou_3: 0.3254 loss_ce_4: 0.2076 loss_bbox_4: 0.1543 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:30] d2.utils.events INFO: eta: 6:17:59 iter: 369319 total_loss: 4.764 loss_ce: 0.208 loss_bbox: 0.1538 loss_giou: 0.2977 loss_ce_0: 0.4335 loss_bbox_0: 0.2713 loss_giou_0: 0.4782 loss_ce_1: 0.3271 loss_bbox_1: 0.1845 loss_giou_1: 0.3404 loss_ce_2: 0.2559 loss_bbox_2: 0.1675 loss_giou_2: 0.3143 loss_ce_3: 0.2206 loss_bbox_3: 0.1621 loss_giou_3: 0.3053 loss_ce_4: 0.2143 loss_bbox_4: 0.156 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:35] d2.utils.events INFO: eta: 6:18:06 iter: 369339 total_loss: 4.922 loss_ce: 0.2188 loss_bbox: 0.1471 loss_giou: 0.3216 loss_ce_0: 0.4336 loss_bbox_0: 0.2666 loss_giou_0: 0.4919 loss_ce_1: 0.3205 loss_bbox_1: 0.1834 loss_giou_1: 0.3726 loss_ce_2: 0.2729 loss_bbox_2: 0.162 loss_giou_2: 0.344 loss_ce_3: 0.2356 loss_bbox_3: 0.1574 loss_giou_3: 0.3343 loss_ce_4: 0.2201 loss_bbox_4: 0.1506 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:41] d2.utils.events INFO: eta: 6:17:50 iter: 369359 total_loss: 4.809 loss_ce: 0.2007 loss_bbox: 0.1586 loss_giou: 0.3083 loss_ce_0: 0.4239 loss_bbox_0: 0.2594 loss_giou_0: 0.4767 loss_ce_1: 0.3145 loss_bbox_1: 0.1828 loss_giou_1: 0.3534 loss_ce_2: 0.2527 loss_bbox_2: 0.1662 loss_giou_2: 0.335 loss_ce_3: 0.2208 loss_bbox_3: 0.1627 loss_giou_3: 0.3269 loss_ce_4: 0.2051 loss_bbox_4: 0.1616 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:47] d2.utils.events INFO: eta: 6:17:57 iter: 369379 total_loss: 4.948 loss_ce: 0.218 loss_bbox: 0.1607 loss_giou: 0.3114 loss_ce_0: 0.4363 loss_bbox_0: 0.2743 loss_giou_0: 0.4929 loss_ce_1: 0.3238 loss_bbox_1: 0.191 loss_giou_1: 0.3564 loss_ce_2: 0.2728 loss_bbox_2: 0.1726 loss_giou_2: 0.3256 loss_ce_3: 0.2411 loss_bbox_3: 0.1661 loss_giou_3: 0.3249 loss_ce_4: 0.2215 loss_bbox_4: 0.1636 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:52] d2.utils.events INFO: eta: 6:17:58 iter: 369399 total_loss: 4.812 loss_ce: 0.2105 loss_bbox: 0.1502 loss_giou: 0.3014 loss_ce_0: 0.4299 loss_bbox_0: 0.261 loss_giou_0: 0.497 loss_ce_1: 0.31 loss_bbox_1: 0.1734 loss_giou_1: 0.357 loss_ce_2: 0.2459 loss_bbox_2: 0.1618 loss_giou_2: 0.3279 loss_ce_3: 0.2223 loss_bbox_3: 0.1564 loss_giou_3: 0.3205 loss_ce_4: 0.2073 loss_bbox_4: 0.152 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 19:22:58] d2.utils.events INFO: eta: 6:17:49 iter: 369419 total_loss: 4.802 loss_ce: 0.1947 loss_bbox: 0.1515 loss_giou: 0.308 loss_ce_0: 0.425 loss_bbox_0: 0.2649 loss_giou_0: 0.457 loss_ce_1: 0.3139 loss_bbox_1: 0.1766 loss_giou_1: 0.3439 loss_ce_2: 0.2546 loss_bbox_2: 0.1596 loss_giou_2: 0.3263 loss_ce_3: 0.2108 loss_bbox_3: 0.1545 loss_giou_3: 0.3194 loss_ce_4: 0.2019 loss_bbox_4: 0.1516 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:04] d2.utils.events INFO: eta: 6:17:27 iter: 369439 total_loss: 4.678 loss_ce: 0.1914 loss_bbox: 0.1566 loss_giou: 0.2931 loss_ce_0: 0.422 loss_bbox_0: 0.2721 loss_giou_0: 0.437 loss_ce_1: 0.3031 loss_bbox_1: 0.191 loss_giou_1: 0.3346 loss_ce_2: 0.2466 loss_bbox_2: 0.1736 loss_giou_2: 0.3097 loss_ce_3: 0.214 loss_bbox_3: 0.1666 loss_giou_3: 0.2994 loss_ce_4: 0.1978 loss_bbox_4: 0.1607 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:09] d2.utils.events INFO: eta: 6:17:18 iter: 369459 total_loss: 4.637 loss_ce: 0.1992 loss_bbox: 0.1469 loss_giou: 0.2882 loss_ce_0: 0.4224 loss_bbox_0: 0.2587 loss_giou_0: 0.4539 loss_ce_1: 0.3104 loss_bbox_1: 0.1787 loss_giou_1: 0.3232 loss_ce_2: 0.2465 loss_bbox_2: 0.1631 loss_giou_2: 0.2991 loss_ce_3: 0.2165 loss_bbox_3: 0.1535 loss_giou_3: 0.292 loss_ce_4: 0.1995 loss_bbox_4: 0.1517 loss_giou_4: 0.2895 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:15] d2.utils.events INFO: eta: 6:17:16 iter: 369479 total_loss: 4.983 loss_ce: 0.2155 loss_bbox: 0.1571 loss_giou: 0.3237 loss_ce_0: 0.4487 loss_bbox_0: 0.2751 loss_giou_0: 0.4927 loss_ce_1: 0.3374 loss_bbox_1: 0.1869 loss_giou_1: 0.3626 loss_ce_2: 0.2674 loss_bbox_2: 0.1629 loss_giou_2: 0.335 loss_ce_3: 0.2316 loss_bbox_3: 0.1601 loss_giou_3: 0.3272 loss_ce_4: 0.2198 loss_bbox_4: 0.161 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:21] d2.utils.events INFO: eta: 6:17:09 iter: 369499 total_loss: 4.761 loss_ce: 0.2137 loss_bbox: 0.1574 loss_giou: 0.3031 loss_ce_0: 0.4378 loss_bbox_0: 0.2769 loss_giou_0: 0.4722 loss_ce_1: 0.3277 loss_bbox_1: 0.1884 loss_giou_1: 0.3411 loss_ce_2: 0.2741 loss_bbox_2: 0.1742 loss_giou_2: 0.3141 loss_ce_3: 0.2373 loss_bbox_3: 0.1669 loss_giou_3: 0.3106 loss_ce_4: 0.2231 loss_bbox_4: 0.1598 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0182 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:26] d2.utils.events INFO: eta: 6:17:03 iter: 369519 total_loss: 4.824 loss_ce: 0.2031 loss_bbox: 0.1523 loss_giou: 0.2943 loss_ce_0: 0.4273 loss_bbox_0: 0.2632 loss_giou_0: 0.4543 loss_ce_1: 0.3211 loss_bbox_1: 0.1824 loss_giou_1: 0.3471 loss_ce_2: 0.2629 loss_bbox_2: 0.159 loss_giou_2: 0.3155 loss_ce_3: 0.2283 loss_bbox_3: 0.1552 loss_giou_3: 0.306 loss_ce_4: 0.2108 loss_bbox_4: 0.1537 loss_giou_4: 0.297 time: 0.2800 data_time: 0.0195 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:32] d2.utils.events INFO: eta: 6:17:02 iter: 369539 total_loss: 5.248 loss_ce: 0.2243 loss_bbox: 0.1636 loss_giou: 0.3417 loss_ce_0: 0.4547 loss_bbox_0: 0.2808 loss_giou_0: 0.5137 loss_ce_1: 0.3515 loss_bbox_1: 0.1957 loss_giou_1: 0.3917 loss_ce_2: 0.2743 loss_bbox_2: 0.1836 loss_giou_2: 0.3638 loss_ce_3: 0.2412 loss_bbox_3: 0.1691 loss_giou_3: 0.3568 loss_ce_4: 0.2345 loss_bbox_4: 0.165 loss_giou_4: 0.346 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:38] d2.utils.events INFO: eta: 6:16:57 iter: 369559 total_loss: 4.888 loss_ce: 0.2097 loss_bbox: 0.1693 loss_giou: 0.3045 loss_ce_0: 0.4348 loss_bbox_0: 0.2673 loss_giou_0: 0.4695 loss_ce_1: 0.3054 loss_bbox_1: 0.1962 loss_giou_1: 0.3425 loss_ce_2: 0.2572 loss_bbox_2: 0.1758 loss_giou_2: 0.3201 loss_ce_3: 0.2246 loss_bbox_3: 0.1722 loss_giou_3: 0.3101 loss_ce_4: 0.2133 loss_bbox_4: 0.1719 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:43] d2.utils.events INFO: eta: 6:16:49 iter: 369579 total_loss: 4.976 loss_ce: 0.2049 loss_bbox: 0.1609 loss_giou: 0.2994 loss_ce_0: 0.4308 loss_bbox_0: 0.2792 loss_giou_0: 0.4636 loss_ce_1: 0.3268 loss_bbox_1: 0.1986 loss_giou_1: 0.3533 loss_ce_2: 0.2644 loss_bbox_2: 0.1736 loss_giou_2: 0.3232 loss_ce_3: 0.227 loss_bbox_3: 0.1673 loss_giou_3: 0.3142 loss_ce_4: 0.2133 loss_bbox_4: 0.1625 loss_giou_4: 0.2986 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:49] d2.utils.events INFO: eta: 6:16:45 iter: 369599 total_loss: 4.837 loss_ce: 0.2146 loss_bbox: 0.1544 loss_giou: 0.3119 loss_ce_0: 0.4361 loss_bbox_0: 0.2691 loss_giou_0: 0.5033 loss_ce_1: 0.3375 loss_bbox_1: 0.1854 loss_giou_1: 0.3605 loss_ce_2: 0.2772 loss_bbox_2: 0.1689 loss_giou_2: 0.3341 loss_ce_3: 0.2456 loss_bbox_3: 0.1557 loss_giou_3: 0.3173 loss_ce_4: 0.2159 loss_bbox_4: 0.1559 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 19:23:55] d2.utils.events INFO: eta: 6:16:54 iter: 369619 total_loss: 4.957 loss_ce: 0.2241 loss_bbox: 0.1679 loss_giou: 0.323 loss_ce_0: 0.422 loss_bbox_0: 0.2686 loss_giou_0: 0.466 loss_ce_1: 0.3292 loss_bbox_1: 0.1914 loss_giou_1: 0.3557 loss_ce_2: 0.2661 loss_bbox_2: 0.1812 loss_giou_2: 0.3415 loss_ce_3: 0.2413 loss_bbox_3: 0.1716 loss_giou_3: 0.3293 loss_ce_4: 0.2217 loss_bbox_4: 0.1712 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0337 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:00] d2.utils.events INFO: eta: 6:16:49 iter: 369639 total_loss: 5.09 loss_ce: 0.2263 loss_bbox: 0.1546 loss_giou: 0.32 loss_ce_0: 0.4599 loss_bbox_0: 0.2669 loss_giou_0: 0.4962 loss_ce_1: 0.3325 loss_bbox_1: 0.1814 loss_giou_1: 0.3682 loss_ce_2: 0.2745 loss_bbox_2: 0.1688 loss_giou_2: 0.3422 loss_ce_3: 0.249 loss_bbox_3: 0.1571 loss_giou_3: 0.3389 loss_ce_4: 0.2332 loss_bbox_4: 0.1533 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:06] d2.utils.events INFO: eta: 6:16:44 iter: 369659 total_loss: 4.91 loss_ce: 0.2139 loss_bbox: 0.1592 loss_giou: 0.2983 loss_ce_0: 0.4414 loss_bbox_0: 0.2687 loss_giou_0: 0.4466 loss_ce_1: 0.33 loss_bbox_1: 0.1913 loss_giou_1: 0.3459 loss_ce_2: 0.2619 loss_bbox_2: 0.1733 loss_giou_2: 0.3219 loss_ce_3: 0.2286 loss_bbox_3: 0.1644 loss_giou_3: 0.3041 loss_ce_4: 0.2174 loss_bbox_4: 0.1604 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:12] d2.utils.events INFO: eta: 6:16:34 iter: 369679 total_loss: 4.818 loss_ce: 0.2113 loss_bbox: 0.169 loss_giou: 0.3149 loss_ce_0: 0.4372 loss_bbox_0: 0.272 loss_giou_0: 0.4796 loss_ce_1: 0.3298 loss_bbox_1: 0.1837 loss_giou_1: 0.3599 loss_ce_2: 0.2604 loss_bbox_2: 0.1717 loss_giou_2: 0.3323 loss_ce_3: 0.2342 loss_bbox_3: 0.1688 loss_giou_3: 0.324 loss_ce_4: 0.2133 loss_bbox_4: 0.168 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:17] d2.utils.events INFO: eta: 6:16:15 iter: 369699 total_loss: 4.617 loss_ce: 0.1985 loss_bbox: 0.1518 loss_giou: 0.289 loss_ce_0: 0.4229 loss_bbox_0: 0.2559 loss_giou_0: 0.4514 loss_ce_1: 0.3003 loss_bbox_1: 0.1746 loss_giou_1: 0.3298 loss_ce_2: 0.2406 loss_bbox_2: 0.1621 loss_giou_2: 0.307 loss_ce_3: 0.2172 loss_bbox_3: 0.1566 loss_giou_3: 0.2984 loss_ce_4: 0.2044 loss_bbox_4: 0.1539 loss_giou_4: 0.2938 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:23] d2.utils.events INFO: eta: 6:16:03 iter: 369719 total_loss: 4.546 loss_ce: 0.1834 loss_bbox: 0.1509 loss_giou: 0.2835 loss_ce_0: 0.4229 loss_bbox_0: 0.2669 loss_giou_0: 0.4506 loss_ce_1: 0.2992 loss_bbox_1: 0.1834 loss_giou_1: 0.3245 loss_ce_2: 0.241 loss_bbox_2: 0.1662 loss_giou_2: 0.3028 loss_ce_3: 0.208 loss_bbox_3: 0.1589 loss_giou_3: 0.2895 loss_ce_4: 0.1947 loss_bbox_4: 0.1577 loss_giou_4: 0.2895 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:29] d2.utils.events INFO: eta: 6:16:04 iter: 369739 total_loss: 4.942 loss_ce: 0.2278 loss_bbox: 0.163 loss_giou: 0.3075 loss_ce_0: 0.4335 loss_bbox_0: 0.28 loss_giou_0: 0.4942 loss_ce_1: 0.3407 loss_bbox_1: 0.1961 loss_giou_1: 0.3586 loss_ce_2: 0.2687 loss_bbox_2: 0.1819 loss_giou_2: 0.3331 loss_ce_3: 0.2445 loss_bbox_3: 0.1727 loss_giou_3: 0.3221 loss_ce_4: 0.2327 loss_bbox_4: 0.1676 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:34] d2.utils.events INFO: eta: 6:15:51 iter: 369759 total_loss: 4.945 loss_ce: 0.2111 loss_bbox: 0.1561 loss_giou: 0.3182 loss_ce_0: 0.4512 loss_bbox_0: 0.2675 loss_giou_0: 0.4967 loss_ce_1: 0.3431 loss_bbox_1: 0.1847 loss_giou_1: 0.3771 loss_ce_2: 0.2721 loss_bbox_2: 0.1681 loss_giou_2: 0.3453 loss_ce_3: 0.2394 loss_bbox_3: 0.1587 loss_giou_3: 0.3234 loss_ce_4: 0.2138 loss_bbox_4: 0.161 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0202 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:40] d2.utils.events INFO: eta: 6:15:47 iter: 369779 total_loss: 4.996 loss_ce: 0.2234 loss_bbox: 0.1553 loss_giou: 0.3264 loss_ce_0: 0.4343 loss_bbox_0: 0.2646 loss_giou_0: 0.4855 loss_ce_1: 0.3289 loss_bbox_1: 0.1844 loss_giou_1: 0.3651 loss_ce_2: 0.2658 loss_bbox_2: 0.1647 loss_giou_2: 0.3398 loss_ce_3: 0.233 loss_bbox_3: 0.1578 loss_giou_3: 0.3318 loss_ce_4: 0.2222 loss_bbox_4: 0.1577 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:46] d2.utils.events INFO: eta: 6:15:46 iter: 369799 total_loss: 5.066 loss_ce: 0.212 loss_bbox: 0.1443 loss_giou: 0.3174 loss_ce_0: 0.4351 loss_bbox_0: 0.2673 loss_giou_0: 0.4995 loss_ce_1: 0.3295 loss_bbox_1: 0.1764 loss_giou_1: 0.3607 loss_ce_2: 0.2672 loss_bbox_2: 0.1637 loss_giou_2: 0.3382 loss_ce_3: 0.2328 loss_bbox_3: 0.1523 loss_giou_3: 0.3259 loss_ce_4: 0.2167 loss_bbox_4: 0.1477 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:51] d2.utils.events INFO: eta: 6:15:42 iter: 369819 total_loss: 5.155 loss_ce: 0.22 loss_bbox: 0.1651 loss_giou: 0.3197 loss_ce_0: 0.4423 loss_bbox_0: 0.2901 loss_giou_0: 0.4948 loss_ce_1: 0.3335 loss_bbox_1: 0.1972 loss_giou_1: 0.361 loss_ce_2: 0.2789 loss_bbox_2: 0.1776 loss_giou_2: 0.3352 loss_ce_3: 0.2411 loss_bbox_3: 0.174 loss_giou_3: 0.327 loss_ce_4: 0.2256 loss_bbox_4: 0.1656 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:24:57] d2.utils.events INFO: eta: 6:15:36 iter: 369839 total_loss: 4.989 loss_ce: 0.2168 loss_bbox: 0.1597 loss_giou: 0.3114 loss_ce_0: 0.4332 loss_bbox_0: 0.2651 loss_giou_0: 0.4774 loss_ce_1: 0.316 loss_bbox_1: 0.1883 loss_giou_1: 0.3564 loss_ce_2: 0.2591 loss_bbox_2: 0.1696 loss_giou_2: 0.3254 loss_ce_3: 0.2286 loss_bbox_3: 0.1688 loss_giou_3: 0.3234 loss_ce_4: 0.2154 loss_bbox_4: 0.1627 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0198 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:03] d2.utils.events INFO: eta: 6:15:28 iter: 369859 total_loss: 5.057 loss_ce: 0.2191 loss_bbox: 0.1601 loss_giou: 0.3254 loss_ce_0: 0.4627 loss_bbox_0: 0.2732 loss_giou_0: 0.4913 loss_ce_1: 0.333 loss_bbox_1: 0.19 loss_giou_1: 0.3705 loss_ce_2: 0.286 loss_bbox_2: 0.1676 loss_giou_2: 0.3507 loss_ce_3: 0.2469 loss_bbox_3: 0.1642 loss_giou_3: 0.3369 loss_ce_4: 0.2304 loss_bbox_4: 0.1613 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:08] d2.utils.events INFO: eta: 6:15:25 iter: 369879 total_loss: 4.469 loss_ce: 0.1877 loss_bbox: 0.1439 loss_giou: 0.2835 loss_ce_0: 0.4184 loss_bbox_0: 0.2541 loss_giou_0: 0.4583 loss_ce_1: 0.3017 loss_bbox_1: 0.1749 loss_giou_1: 0.3334 loss_ce_2: 0.2485 loss_bbox_2: 0.153 loss_giou_2: 0.3077 loss_ce_3: 0.2113 loss_bbox_3: 0.1465 loss_giou_3: 0.2953 loss_ce_4: 0.1905 loss_bbox_4: 0.1448 loss_giou_4: 0.2865 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:14] d2.utils.events INFO: eta: 6:15:24 iter: 369899 total_loss: 5.093 loss_ce: 0.2287 loss_bbox: 0.1648 loss_giou: 0.307 loss_ce_0: 0.4333 loss_bbox_0: 0.2801 loss_giou_0: 0.4863 loss_ce_1: 0.3354 loss_bbox_1: 0.1901 loss_giou_1: 0.3677 loss_ce_2: 0.287 loss_bbox_2: 0.1702 loss_giou_2: 0.3348 loss_ce_3: 0.2501 loss_bbox_3: 0.1713 loss_giou_3: 0.3217 loss_ce_4: 0.2345 loss_bbox_4: 0.1682 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:20] d2.utils.events INFO: eta: 6:15:20 iter: 369919 total_loss: 4.821 loss_ce: 0.2182 loss_bbox: 0.159 loss_giou: 0.2948 loss_ce_0: 0.4459 loss_bbox_0: 0.2624 loss_giou_0: 0.4413 loss_ce_1: 0.3291 loss_bbox_1: 0.1854 loss_giou_1: 0.3383 loss_ce_2: 0.2682 loss_bbox_2: 0.1684 loss_giou_2: 0.319 loss_ce_3: 0.2229 loss_bbox_3: 0.1686 loss_giou_3: 0.3107 loss_ce_4: 0.2196 loss_bbox_4: 0.1647 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:25] d2.utils.events INFO: eta: 6:15:16 iter: 369939 total_loss: 5.201 loss_ce: 0.2224 loss_bbox: 0.1673 loss_giou: 0.3312 loss_ce_0: 0.4411 loss_bbox_0: 0.2706 loss_giou_0: 0.4983 loss_ce_1: 0.3414 loss_bbox_1: 0.2001 loss_giou_1: 0.3832 loss_ce_2: 0.286 loss_bbox_2: 0.1748 loss_giou_2: 0.3437 loss_ce_3: 0.2464 loss_bbox_3: 0.1716 loss_giou_3: 0.3383 loss_ce_4: 0.2279 loss_bbox_4: 0.1672 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:31] d2.utils.events INFO: eta: 6:15:12 iter: 369959 total_loss: 5.171 loss_ce: 0.2197 loss_bbox: 0.1643 loss_giou: 0.3081 loss_ce_0: 0.4451 loss_bbox_0: 0.2667 loss_giou_0: 0.4937 loss_ce_1: 0.3381 loss_bbox_1: 0.1961 loss_giou_1: 0.3597 loss_ce_2: 0.2777 loss_bbox_2: 0.1697 loss_giou_2: 0.3333 loss_ce_3: 0.2434 loss_bbox_3: 0.1694 loss_giou_3: 0.3205 loss_ce_4: 0.2281 loss_bbox_4: 0.1664 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:37] d2.utils.events INFO: eta: 6:15:12 iter: 369979 total_loss: 4.607 loss_ce: 0.1856 loss_bbox: 0.1297 loss_giou: 0.2979 loss_ce_0: 0.4194 loss_bbox_0: 0.2525 loss_giou_0: 0.455 loss_ce_1: 0.3138 loss_bbox_1: 0.1686 loss_giou_1: 0.3524 loss_ce_2: 0.2442 loss_bbox_2: 0.1452 loss_giou_2: 0.3204 loss_ce_3: 0.2153 loss_bbox_3: 0.1463 loss_giou_3: 0.3082 loss_ce_4: 0.1883 loss_bbox_4: 0.1358 loss_giou_4: 0.2986 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:42] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0369999.pth [11/03 19:25:44] d2.utils.events INFO: eta: 6:15:08 iter: 369999 total_loss: 4.641 loss_ce: 0.1879 loss_bbox: 0.1651 loss_giou: 0.2689 loss_ce_0: 0.4097 loss_bbox_0: 0.2727 loss_giou_0: 0.4247 loss_ce_1: 0.297 loss_bbox_1: 0.1899 loss_giou_1: 0.3136 loss_ce_2: 0.2291 loss_bbox_2: 0.1755 loss_giou_2: 0.2877 loss_ce_3: 0.214 loss_bbox_3: 0.1678 loss_giou_3: 0.2797 loss_ce_4: 0.1931 loss_bbox_4: 0.1635 loss_giou_4: 0.2724 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:50] d2.utils.events INFO: eta: 6:15:01 iter: 370019 total_loss: 4.674 loss_ce: 0.1962 loss_bbox: 0.1494 loss_giou: 0.2949 loss_ce_0: 0.4292 loss_bbox_0: 0.2618 loss_giou_0: 0.4628 loss_ce_1: 0.3149 loss_bbox_1: 0.18 loss_giou_1: 0.3395 loss_ce_2: 0.2552 loss_bbox_2: 0.1624 loss_giou_2: 0.3123 loss_ce_3: 0.2191 loss_bbox_3: 0.1566 loss_giou_3: 0.3038 loss_ce_4: 0.2029 loss_bbox_4: 0.1504 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 19:25:56] d2.utils.events INFO: eta: 6:14:55 iter: 370039 total_loss: 5.011 loss_ce: 0.2229 loss_bbox: 0.1581 loss_giou: 0.3197 loss_ce_0: 0.4446 loss_bbox_0: 0.2721 loss_giou_0: 0.4898 loss_ce_1: 0.3363 loss_bbox_1: 0.191 loss_giou_1: 0.3613 loss_ce_2: 0.2746 loss_bbox_2: 0.1708 loss_giou_2: 0.3383 loss_ce_3: 0.2339 loss_bbox_3: 0.1637 loss_giou_3: 0.325 loss_ce_4: 0.2229 loss_bbox_4: 0.1582 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:01] d2.utils.events INFO: eta: 6:14:41 iter: 370059 total_loss: 4.662 loss_ce: 0.1999 loss_bbox: 0.1592 loss_giou: 0.3092 loss_ce_0: 0.415 loss_bbox_0: 0.2657 loss_giou_0: 0.4688 loss_ce_1: 0.3057 loss_bbox_1: 0.1882 loss_giou_1: 0.3491 loss_ce_2: 0.2439 loss_bbox_2: 0.1649 loss_giou_2: 0.3264 loss_ce_3: 0.2185 loss_bbox_3: 0.161 loss_giou_3: 0.3126 loss_ce_4: 0.2046 loss_bbox_4: 0.1605 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:07] d2.utils.events INFO: eta: 6:14:45 iter: 370079 total_loss: 4.952 loss_ce: 0.2133 loss_bbox: 0.1681 loss_giou: 0.3187 loss_ce_0: 0.4073 loss_bbox_0: 0.2642 loss_giou_0: 0.4723 loss_ce_1: 0.3069 loss_bbox_1: 0.1985 loss_giou_1: 0.3665 loss_ce_2: 0.248 loss_bbox_2: 0.176 loss_giou_2: 0.3308 loss_ce_3: 0.2204 loss_bbox_3: 0.1771 loss_giou_3: 0.3229 loss_ce_4: 0.2141 loss_bbox_4: 0.1732 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:13] d2.utils.events INFO: eta: 6:14:39 iter: 370099 total_loss: 5.154 loss_ce: 0.2245 loss_bbox: 0.1649 loss_giou: 0.3076 loss_ce_0: 0.4457 loss_bbox_0: 0.2777 loss_giou_0: 0.4676 loss_ce_1: 0.3206 loss_bbox_1: 0.1888 loss_giou_1: 0.3485 loss_ce_2: 0.2712 loss_bbox_2: 0.1725 loss_giou_2: 0.3281 loss_ce_3: 0.2404 loss_bbox_3: 0.1674 loss_giou_3: 0.3138 loss_ce_4: 0.2275 loss_bbox_4: 0.1632 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:19] d2.utils.events INFO: eta: 6:14:43 iter: 370119 total_loss: 4.875 loss_ce: 0.2094 loss_bbox: 0.1449 loss_giou: 0.3118 loss_ce_0: 0.4181 loss_bbox_0: 0.262 loss_giou_0: 0.4692 loss_ce_1: 0.3172 loss_bbox_1: 0.1758 loss_giou_1: 0.3468 loss_ce_2: 0.2508 loss_bbox_2: 0.1562 loss_giou_2: 0.3224 loss_ce_3: 0.2177 loss_bbox_3: 0.1532 loss_giou_3: 0.3141 loss_ce_4: 0.2089 loss_bbox_4: 0.1454 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:24] d2.utils.events INFO: eta: 6:14:34 iter: 370139 total_loss: 5.034 loss_ce: 0.2114 loss_bbox: 0.1616 loss_giou: 0.3196 loss_ce_0: 0.4431 loss_bbox_0: 0.2591 loss_giou_0: 0.4862 loss_ce_1: 0.3282 loss_bbox_1: 0.1912 loss_giou_1: 0.361 loss_ce_2: 0.2635 loss_bbox_2: 0.1732 loss_giou_2: 0.3342 loss_ce_3: 0.233 loss_bbox_3: 0.1665 loss_giou_3: 0.326 loss_ce_4: 0.2155 loss_bbox_4: 0.1617 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:30] d2.utils.events INFO: eta: 6:14:31 iter: 370159 total_loss: 4.906 loss_ce: 0.2111 loss_bbox: 0.1691 loss_giou: 0.3239 loss_ce_0: 0.4305 loss_bbox_0: 0.2672 loss_giou_0: 0.4784 loss_ce_1: 0.3202 loss_bbox_1: 0.1905 loss_giou_1: 0.3606 loss_ce_2: 0.2656 loss_bbox_2: 0.1766 loss_giou_2: 0.3343 loss_ce_3: 0.2339 loss_bbox_3: 0.1673 loss_giou_3: 0.3291 loss_ce_4: 0.2106 loss_bbox_4: 0.1718 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:36] d2.utils.events INFO: eta: 6:14:26 iter: 370179 total_loss: 4.743 loss_ce: 0.2104 loss_bbox: 0.1519 loss_giou: 0.2878 loss_ce_0: 0.4233 loss_bbox_0: 0.259 loss_giou_0: 0.4429 loss_ce_1: 0.3073 loss_bbox_1: 0.1788 loss_giou_1: 0.3238 loss_ce_2: 0.2587 loss_bbox_2: 0.1656 loss_giou_2: 0.3061 loss_ce_3: 0.2246 loss_bbox_3: 0.16 loss_giou_3: 0.2944 loss_ce_4: 0.2185 loss_bbox_4: 0.1556 loss_giou_4: 0.2864 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:41] d2.utils.events INFO: eta: 6:14:19 iter: 370199 total_loss: 4.907 loss_ce: 0.2132 loss_bbox: 0.1695 loss_giou: 0.3121 loss_ce_0: 0.4442 loss_bbox_0: 0.2738 loss_giou_0: 0.4819 loss_ce_1: 0.3336 loss_bbox_1: 0.1911 loss_giou_1: 0.3579 loss_ce_2: 0.2706 loss_bbox_2: 0.1819 loss_giou_2: 0.3268 loss_ce_3: 0.2334 loss_bbox_3: 0.1701 loss_giou_3: 0.3207 loss_ce_4: 0.2204 loss_bbox_4: 0.171 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:47] d2.utils.events INFO: eta: 6:14:09 iter: 370219 total_loss: 5.157 loss_ce: 0.2236 loss_bbox: 0.1597 loss_giou: 0.313 loss_ce_0: 0.4541 loss_bbox_0: 0.2728 loss_giou_0: 0.4683 loss_ce_1: 0.3353 loss_bbox_1: 0.1929 loss_giou_1: 0.3477 loss_ce_2: 0.2742 loss_bbox_2: 0.1791 loss_giou_2: 0.3276 loss_ce_3: 0.2488 loss_bbox_3: 0.1676 loss_giou_3: 0.3231 loss_ce_4: 0.2316 loss_bbox_4: 0.1683 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:53] d2.utils.events INFO: eta: 6:14:01 iter: 370239 total_loss: 4.797 loss_ce: 0.2217 loss_bbox: 0.1511 loss_giou: 0.2907 loss_ce_0: 0.4373 loss_bbox_0: 0.2631 loss_giou_0: 0.4471 loss_ce_1: 0.3187 loss_bbox_1: 0.1798 loss_giou_1: 0.3408 loss_ce_2: 0.2656 loss_bbox_2: 0.1617 loss_giou_2: 0.317 loss_ce_3: 0.234 loss_bbox_3: 0.1575 loss_giou_3: 0.3045 loss_ce_4: 0.2265 loss_bbox_4: 0.1514 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:26:58] d2.utils.events INFO: eta: 6:13:56 iter: 370259 total_loss: 4.953 loss_ce: 0.2268 loss_bbox: 0.1548 loss_giou: 0.2999 loss_ce_0: 0.4375 loss_bbox_0: 0.2688 loss_giou_0: 0.4602 loss_ce_1: 0.3196 loss_bbox_1: 0.1878 loss_giou_1: 0.3378 loss_ce_2: 0.2825 loss_bbox_2: 0.1687 loss_giou_2: 0.3153 loss_ce_3: 0.2474 loss_bbox_3: 0.1657 loss_giou_3: 0.3113 loss_ce_4: 0.2324 loss_bbox_4: 0.1601 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:04] d2.utils.events INFO: eta: 6:13:45 iter: 370279 total_loss: 4.806 loss_ce: 0.2208 loss_bbox: 0.1567 loss_giou: 0.2871 loss_ce_0: 0.4235 loss_bbox_0: 0.2518 loss_giou_0: 0.4608 loss_ce_1: 0.3159 loss_bbox_1: 0.1709 loss_giou_1: 0.332 loss_ce_2: 0.2589 loss_bbox_2: 0.1621 loss_giou_2: 0.3101 loss_ce_3: 0.2314 loss_bbox_3: 0.1608 loss_giou_3: 0.3004 loss_ce_4: 0.2167 loss_bbox_4: 0.1599 loss_giou_4: 0.2931 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:10] d2.utils.events INFO: eta: 6:13:36 iter: 370299 total_loss: 5.013 loss_ce: 0.2093 loss_bbox: 0.1575 loss_giou: 0.3116 loss_ce_0: 0.4353 loss_bbox_0: 0.267 loss_giou_0: 0.4698 loss_ce_1: 0.3246 loss_bbox_1: 0.1827 loss_giou_1: 0.3518 loss_ce_2: 0.2573 loss_bbox_2: 0.1642 loss_giou_2: 0.3255 loss_ce_3: 0.2234 loss_bbox_3: 0.1588 loss_giou_3: 0.3173 loss_ce_4: 0.214 loss_bbox_4: 0.167 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:15] d2.utils.events INFO: eta: 6:13:30 iter: 370319 total_loss: 4.696 loss_ce: 0.2017 loss_bbox: 0.1398 loss_giou: 0.3057 loss_ce_0: 0.4301 loss_bbox_0: 0.2491 loss_giou_0: 0.4777 loss_ce_1: 0.32 loss_bbox_1: 0.1707 loss_giou_1: 0.3505 loss_ce_2: 0.263 loss_bbox_2: 0.1522 loss_giou_2: 0.3215 loss_ce_3: 0.2197 loss_bbox_3: 0.1464 loss_giou_3: 0.3186 loss_ce_4: 0.21 loss_bbox_4: 0.1428 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:21] d2.utils.events INFO: eta: 6:13:22 iter: 370339 total_loss: 4.756 loss_ce: 0.1949 loss_bbox: 0.1598 loss_giou: 0.2849 loss_ce_0: 0.4131 loss_bbox_0: 0.2711 loss_giou_0: 0.4542 loss_ce_1: 0.3114 loss_bbox_1: 0.1872 loss_giou_1: 0.3375 loss_ce_2: 0.2552 loss_bbox_2: 0.1719 loss_giou_2: 0.3057 loss_ce_3: 0.2217 loss_bbox_3: 0.1663 loss_giou_3: 0.3 loss_ce_4: 0.2 loss_bbox_4: 0.1641 loss_giou_4: 0.2891 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:27] d2.utils.events INFO: eta: 6:13:25 iter: 370359 total_loss: 4.586 loss_ce: 0.197 loss_bbox: 0.1557 loss_giou: 0.2811 loss_ce_0: 0.405 loss_bbox_0: 0.2598 loss_giou_0: 0.4405 loss_ce_1: 0.2971 loss_bbox_1: 0.1864 loss_giou_1: 0.326 loss_ce_2: 0.2307 loss_bbox_2: 0.1696 loss_giou_2: 0.2968 loss_ce_3: 0.2087 loss_bbox_3: 0.1627 loss_giou_3: 0.2901 loss_ce_4: 0.199 loss_bbox_4: 0.1572 loss_giou_4: 0.2871 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:33] d2.utils.events INFO: eta: 6:13:14 iter: 370379 total_loss: 4.797 loss_ce: 0.2042 loss_bbox: 0.1568 loss_giou: 0.301 loss_ce_0: 0.4441 loss_bbox_0: 0.2817 loss_giou_0: 0.4567 loss_ce_1: 0.3256 loss_bbox_1: 0.1929 loss_giou_1: 0.3422 loss_ce_2: 0.2562 loss_bbox_2: 0.1771 loss_giou_2: 0.3123 loss_ce_3: 0.2259 loss_bbox_3: 0.1656 loss_giou_3: 0.31 loss_ce_4: 0.2034 loss_bbox_4: 0.1612 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:38] d2.utils.events INFO: eta: 6:13:00 iter: 370399 total_loss: 4.676 loss_ce: 0.2184 loss_bbox: 0.15 loss_giou: 0.2986 loss_ce_0: 0.4332 loss_bbox_0: 0.2562 loss_giou_0: 0.451 loss_ce_1: 0.3246 loss_bbox_1: 0.1763 loss_giou_1: 0.3404 loss_ce_2: 0.264 loss_bbox_2: 0.1627 loss_giou_2: 0.3082 loss_ce_3: 0.2355 loss_bbox_3: 0.1559 loss_giou_3: 0.3066 loss_ce_4: 0.2211 loss_bbox_4: 0.1525 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:44] d2.utils.events INFO: eta: 6:12:59 iter: 370419 total_loss: 4.938 loss_ce: 0.2326 loss_bbox: 0.1621 loss_giou: 0.3045 loss_ce_0: 0.4308 loss_bbox_0: 0.2778 loss_giou_0: 0.4653 loss_ce_1: 0.3318 loss_bbox_1: 0.189 loss_giou_1: 0.3452 loss_ce_2: 0.2773 loss_bbox_2: 0.1773 loss_giou_2: 0.3162 loss_ce_3: 0.2493 loss_bbox_3: 0.1726 loss_giou_3: 0.31 loss_ce_4: 0.2404 loss_bbox_4: 0.1664 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:49] d2.utils.events INFO: eta: 6:12:50 iter: 370439 total_loss: 4.675 loss_ce: 0.2164 loss_bbox: 0.1597 loss_giou: 0.2908 loss_ce_0: 0.4301 loss_bbox_0: 0.2563 loss_giou_0: 0.422 loss_ce_1: 0.3118 loss_bbox_1: 0.1822 loss_giou_1: 0.3328 loss_ce_2: 0.2635 loss_bbox_2: 0.1716 loss_giou_2: 0.3115 loss_ce_3: 0.2251 loss_bbox_3: 0.1657 loss_giou_3: 0.302 loss_ce_4: 0.2174 loss_bbox_4: 0.1615 loss_giou_4: 0.2928 time: 0.2800 data_time: 0.0184 lr: 2.5e-06 max_mem: 5427M [11/03 19:27:55] d2.utils.events INFO: eta: 6:12:35 iter: 370459 total_loss: 4.855 loss_ce: 0.2158 loss_bbox: 0.1502 loss_giou: 0.3009 loss_ce_0: 0.4395 loss_bbox_0: 0.2669 loss_giou_0: 0.4648 loss_ce_1: 0.3292 loss_bbox_1: 0.1846 loss_giou_1: 0.3442 loss_ce_2: 0.261 loss_bbox_2: 0.1668 loss_giou_2: 0.3187 loss_ce_3: 0.2356 loss_bbox_3: 0.1553 loss_giou_3: 0.3128 loss_ce_4: 0.2194 loss_bbox_4: 0.1508 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:01] d2.utils.events INFO: eta: 6:12:29 iter: 370479 total_loss: 4.836 loss_ce: 0.2076 loss_bbox: 0.1564 loss_giou: 0.305 loss_ce_0: 0.4293 loss_bbox_0: 0.255 loss_giou_0: 0.467 loss_ce_1: 0.3088 loss_bbox_1: 0.185 loss_giou_1: 0.3475 loss_ce_2: 0.2461 loss_bbox_2: 0.17 loss_giou_2: 0.3232 loss_ce_3: 0.223 loss_bbox_3: 0.1632 loss_giou_3: 0.3143 loss_ce_4: 0.208 loss_bbox_4: 0.1613 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:06] d2.utils.events INFO: eta: 6:12:26 iter: 370499 total_loss: 4.791 loss_ce: 0.1975 loss_bbox: 0.1494 loss_giou: 0.3136 loss_ce_0: 0.4343 loss_bbox_0: 0.2643 loss_giou_0: 0.4815 loss_ce_1: 0.3192 loss_bbox_1: 0.1789 loss_giou_1: 0.359 loss_ce_2: 0.2632 loss_bbox_2: 0.1593 loss_giou_2: 0.337 loss_ce_3: 0.2238 loss_bbox_3: 0.1537 loss_giou_3: 0.3298 loss_ce_4: 0.2009 loss_bbox_4: 0.1505 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:12] d2.utils.events INFO: eta: 6:12:10 iter: 370519 total_loss: 4.785 loss_ce: 0.2136 loss_bbox: 0.1591 loss_giou: 0.2972 loss_ce_0: 0.4328 loss_bbox_0: 0.255 loss_giou_0: 0.4725 loss_ce_1: 0.3268 loss_bbox_1: 0.1775 loss_giou_1: 0.3322 loss_ce_2: 0.2525 loss_bbox_2: 0.1678 loss_giou_2: 0.3111 loss_ce_3: 0.227 loss_bbox_3: 0.1638 loss_giou_3: 0.3068 loss_ce_4: 0.22 loss_bbox_4: 0.1632 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:18] d2.utils.events INFO: eta: 6:12:02 iter: 370539 total_loss: 5.152 loss_ce: 0.2282 loss_bbox: 0.1699 loss_giou: 0.3199 loss_ce_0: 0.4466 loss_bbox_0: 0.2809 loss_giou_0: 0.4892 loss_ce_1: 0.3397 loss_bbox_1: 0.1966 loss_giou_1: 0.3639 loss_ce_2: 0.2743 loss_bbox_2: 0.1763 loss_giou_2: 0.3385 loss_ce_3: 0.2477 loss_bbox_3: 0.1724 loss_giou_3: 0.3308 loss_ce_4: 0.2292 loss_bbox_4: 0.1697 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:23] d2.utils.events INFO: eta: 6:11:58 iter: 370559 total_loss: 4.991 loss_ce: 0.2206 loss_bbox: 0.1491 loss_giou: 0.3173 loss_ce_0: 0.431 loss_bbox_0: 0.2519 loss_giou_0: 0.4646 loss_ce_1: 0.3226 loss_bbox_1: 0.1792 loss_giou_1: 0.3604 loss_ce_2: 0.262 loss_bbox_2: 0.1628 loss_giou_2: 0.3385 loss_ce_3: 0.2402 loss_bbox_3: 0.1552 loss_giou_3: 0.3275 loss_ce_4: 0.2192 loss_bbox_4: 0.1499 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:29] d2.utils.events INFO: eta: 6:11:52 iter: 370579 total_loss: 4.786 loss_ce: 0.2049 loss_bbox: 0.1508 loss_giou: 0.3021 loss_ce_0: 0.4297 loss_bbox_0: 0.2629 loss_giou_0: 0.4892 loss_ce_1: 0.3104 loss_bbox_1: 0.18 loss_giou_1: 0.3467 loss_ce_2: 0.247 loss_bbox_2: 0.1606 loss_giou_2: 0.3147 loss_ce_3: 0.2183 loss_bbox_3: 0.1562 loss_giou_3: 0.3093 loss_ce_4: 0.2066 loss_bbox_4: 0.1554 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:35] d2.utils.events INFO: eta: 6:11:38 iter: 370599 total_loss: 4.502 loss_ce: 0.2034 loss_bbox: 0.1527 loss_giou: 0.2741 loss_ce_0: 0.428 loss_bbox_0: 0.2476 loss_giou_0: 0.4519 loss_ce_1: 0.3104 loss_bbox_1: 0.1748 loss_giou_1: 0.3138 loss_ce_2: 0.2524 loss_bbox_2: 0.1644 loss_giou_2: 0.2893 loss_ce_3: 0.2213 loss_bbox_3: 0.159 loss_giou_3: 0.2824 loss_ce_4: 0.2124 loss_bbox_4: 0.1558 loss_giou_4: 0.2769 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:40] d2.utils.events INFO: eta: 6:11:24 iter: 370619 total_loss: 5.055 loss_ce: 0.2217 loss_bbox: 0.1565 loss_giou: 0.295 loss_ce_0: 0.443 loss_bbox_0: 0.2734 loss_giou_0: 0.4929 loss_ce_1: 0.3325 loss_bbox_1: 0.1912 loss_giou_1: 0.3448 loss_ce_2: 0.2775 loss_bbox_2: 0.171 loss_giou_2: 0.3142 loss_ce_3: 0.2439 loss_bbox_3: 0.1601 loss_giou_3: 0.3068 loss_ce_4: 0.2265 loss_bbox_4: 0.1591 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:46] d2.utils.events INFO: eta: 6:11:13 iter: 370639 total_loss: 5.049 loss_ce: 0.204 loss_bbox: 0.1633 loss_giou: 0.3078 loss_ce_0: 0.4481 loss_bbox_0: 0.2758 loss_giou_0: 0.461 loss_ce_1: 0.3296 loss_bbox_1: 0.1929 loss_giou_1: 0.3458 loss_ce_2: 0.2582 loss_bbox_2: 0.1758 loss_giou_2: 0.3241 loss_ce_3: 0.23 loss_bbox_3: 0.1685 loss_giou_3: 0.3176 loss_ce_4: 0.2119 loss_bbox_4: 0.163 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:52] d2.utils.events INFO: eta: 6:11:02 iter: 370659 total_loss: 4.713 loss_ce: 0.2029 loss_bbox: 0.1425 loss_giou: 0.2909 loss_ce_0: 0.4243 loss_bbox_0: 0.2631 loss_giou_0: 0.4731 loss_ce_1: 0.3121 loss_bbox_1: 0.1717 loss_giou_1: 0.3318 loss_ce_2: 0.24 loss_bbox_2: 0.158 loss_giou_2: 0.3134 loss_ce_3: 0.2165 loss_bbox_3: 0.1473 loss_giou_3: 0.3012 loss_ce_4: 0.2033 loss_bbox_4: 0.1449 loss_giou_4: 0.2919 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:28:57] d2.utils.events INFO: eta: 6:10:54 iter: 370679 total_loss: 4.457 loss_ce: 0.1887 loss_bbox: 0.1491 loss_giou: 0.2699 loss_ce_0: 0.4116 loss_bbox_0: 0.2567 loss_giou_0: 0.4411 loss_ce_1: 0.3121 loss_bbox_1: 0.1742 loss_giou_1: 0.3091 loss_ce_2: 0.2314 loss_bbox_2: 0.1593 loss_giou_2: 0.2851 loss_ce_3: 0.2035 loss_bbox_3: 0.1566 loss_giou_3: 0.2783 loss_ce_4: 0.1849 loss_bbox_4: 0.15 loss_giou_4: 0.2739 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:03] d2.utils.events INFO: eta: 6:10:48 iter: 370699 total_loss: 4.811 loss_ce: 0.2133 loss_bbox: 0.1502 loss_giou: 0.2888 loss_ce_0: 0.4344 loss_bbox_0: 0.26 loss_giou_0: 0.4648 loss_ce_1: 0.3215 loss_bbox_1: 0.1815 loss_giou_1: 0.3542 loss_ce_2: 0.2651 loss_bbox_2: 0.1662 loss_giou_2: 0.3181 loss_ce_3: 0.2296 loss_bbox_3: 0.1581 loss_giou_3: 0.3038 loss_ce_4: 0.2181 loss_bbox_4: 0.1537 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:08] d2.utils.events INFO: eta: 6:10:48 iter: 370719 total_loss: 5.088 loss_ce: 0.2262 loss_bbox: 0.1677 loss_giou: 0.3111 loss_ce_0: 0.4524 loss_bbox_0: 0.2879 loss_giou_0: 0.5014 loss_ce_1: 0.3432 loss_bbox_1: 0.1921 loss_giou_1: 0.354 loss_ce_2: 0.2803 loss_bbox_2: 0.1729 loss_giou_2: 0.3259 loss_ce_3: 0.2444 loss_bbox_3: 0.1697 loss_giou_3: 0.3187 loss_ce_4: 0.2265 loss_bbox_4: 0.1688 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:14] d2.utils.events INFO: eta: 6:10:36 iter: 370739 total_loss: 4.729 loss_ce: 0.2081 loss_bbox: 0.1421 loss_giou: 0.3186 loss_ce_0: 0.4282 loss_bbox_0: 0.2447 loss_giou_0: 0.4975 loss_ce_1: 0.3248 loss_bbox_1: 0.1667 loss_giou_1: 0.3551 loss_ce_2: 0.2646 loss_bbox_2: 0.1514 loss_giou_2: 0.332 loss_ce_3: 0.2218 loss_bbox_3: 0.1476 loss_giou_3: 0.3259 loss_ce_4: 0.2074 loss_bbox_4: 0.1451 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:20] d2.utils.events INFO: eta: 6:10:32 iter: 370759 total_loss: 4.769 loss_ce: 0.2078 loss_bbox: 0.1424 loss_giou: 0.2861 loss_ce_0: 0.4263 loss_bbox_0: 0.27 loss_giou_0: 0.4672 loss_ce_1: 0.2979 loss_bbox_1: 0.1731 loss_giou_1: 0.3316 loss_ce_2: 0.2499 loss_bbox_2: 0.1556 loss_giou_2: 0.2993 loss_ce_3: 0.2235 loss_bbox_3: 0.1488 loss_giou_3: 0.2936 loss_ce_4: 0.2102 loss_bbox_4: 0.1449 loss_giou_4: 0.2896 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:25] d2.utils.events INFO: eta: 6:10:25 iter: 370779 total_loss: 5.091 loss_ce: 0.2235 loss_bbox: 0.1602 loss_giou: 0.3058 loss_ce_0: 0.4549 loss_bbox_0: 0.2772 loss_giou_0: 0.4732 loss_ce_1: 0.3305 loss_bbox_1: 0.1859 loss_giou_1: 0.3478 loss_ce_2: 0.2757 loss_bbox_2: 0.1657 loss_giou_2: 0.3234 loss_ce_3: 0.2369 loss_bbox_3: 0.1642 loss_giou_3: 0.3205 loss_ce_4: 0.2224 loss_bbox_4: 0.16 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:31] d2.utils.events INFO: eta: 6:10:16 iter: 370799 total_loss: 4.814 loss_ce: 0.211 loss_bbox: 0.153 loss_giou: 0.3087 loss_ce_0: 0.4253 loss_bbox_0: 0.2607 loss_giou_0: 0.4632 loss_ce_1: 0.3141 loss_bbox_1: 0.1893 loss_giou_1: 0.3409 loss_ce_2: 0.2573 loss_bbox_2: 0.1686 loss_giou_2: 0.3176 loss_ce_3: 0.2243 loss_bbox_3: 0.1598 loss_giou_3: 0.3097 loss_ce_4: 0.2075 loss_bbox_4: 0.1574 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:37] d2.utils.events INFO: eta: 6:10:09 iter: 370819 total_loss: 4.57 loss_ce: 0.2048 loss_bbox: 0.1492 loss_giou: 0.2901 loss_ce_0: 0.4259 loss_bbox_0: 0.2533 loss_giou_0: 0.471 loss_ce_1: 0.3101 loss_bbox_1: 0.1783 loss_giou_1: 0.3261 loss_ce_2: 0.2484 loss_bbox_2: 0.1633 loss_giou_2: 0.3024 loss_ce_3: 0.2242 loss_bbox_3: 0.1556 loss_giou_3: 0.29 loss_ce_4: 0.2138 loss_bbox_4: 0.1512 loss_giou_4: 0.2865 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:43] d2.utils.events INFO: eta: 6:09:57 iter: 370839 total_loss: 4.982 loss_ce: 0.2119 loss_bbox: 0.1536 loss_giou: 0.3037 loss_ce_0: 0.4348 loss_bbox_0: 0.2721 loss_giou_0: 0.4695 loss_ce_1: 0.327 loss_bbox_1: 0.19 loss_giou_1: 0.3514 loss_ce_2: 0.258 loss_bbox_2: 0.1752 loss_giou_2: 0.3235 loss_ce_3: 0.2211 loss_bbox_3: 0.1644 loss_giou_3: 0.313 loss_ce_4: 0.216 loss_bbox_4: 0.1565 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:48] d2.utils.events INFO: eta: 6:09:53 iter: 370859 total_loss: 4.818 loss_ce: 0.2117 loss_bbox: 0.1499 loss_giou: 0.29 loss_ce_0: 0.4368 loss_bbox_0: 0.2621 loss_giou_0: 0.4546 loss_ce_1: 0.3091 loss_bbox_1: 0.1878 loss_giou_1: 0.3381 loss_ce_2: 0.259 loss_bbox_2: 0.1576 loss_giou_2: 0.3077 loss_ce_3: 0.2207 loss_bbox_3: 0.1555 loss_giou_3: 0.2986 loss_ce_4: 0.2128 loss_bbox_4: 0.1521 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:54] d2.utils.events INFO: eta: 6:09:44 iter: 370879 total_loss: 4.767 loss_ce: 0.2175 loss_bbox: 0.1598 loss_giou: 0.2963 loss_ce_0: 0.4258 loss_bbox_0: 0.2619 loss_giou_0: 0.4627 loss_ce_1: 0.3174 loss_bbox_1: 0.181 loss_giou_1: 0.3484 loss_ce_2: 0.26 loss_bbox_2: 0.1705 loss_giou_2: 0.3184 loss_ce_3: 0.2292 loss_bbox_3: 0.1619 loss_giou_3: 0.3051 loss_ce_4: 0.2154 loss_bbox_4: 0.1599 loss_giou_4: 0.2967 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 19:29:59] d2.utils.events INFO: eta: 6:09:25 iter: 370899 total_loss: 4.938 loss_ce: 0.2161 loss_bbox: 0.1602 loss_giou: 0.2851 loss_ce_0: 0.4345 loss_bbox_0: 0.2791 loss_giou_0: 0.4441 loss_ce_1: 0.3353 loss_bbox_1: 0.196 loss_giou_1: 0.3349 loss_ce_2: 0.275 loss_bbox_2: 0.1762 loss_giou_2: 0.307 loss_ce_3: 0.2533 loss_bbox_3: 0.1734 loss_giou_3: 0.2983 loss_ce_4: 0.2236 loss_bbox_4: 0.1663 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:05] d2.utils.events INFO: eta: 6:09:29 iter: 370919 total_loss: 4.89 loss_ce: 0.2101 loss_bbox: 0.1578 loss_giou: 0.3023 loss_ce_0: 0.4431 loss_bbox_0: 0.271 loss_giou_0: 0.4424 loss_ce_1: 0.3325 loss_bbox_1: 0.1888 loss_giou_1: 0.3306 loss_ce_2: 0.2672 loss_bbox_2: 0.171 loss_giou_2: 0.314 loss_ce_3: 0.2342 loss_bbox_3: 0.1653 loss_giou_3: 0.3101 loss_ce_4: 0.22 loss_bbox_4: 0.1609 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:11] d2.utils.events INFO: eta: 6:09:24 iter: 370939 total_loss: 4.877 loss_ce: 0.2169 loss_bbox: 0.1503 loss_giou: 0.3076 loss_ce_0: 0.4345 loss_bbox_0: 0.2622 loss_giou_0: 0.4793 loss_ce_1: 0.323 loss_bbox_1: 0.1798 loss_giou_1: 0.3598 loss_ce_2: 0.2655 loss_bbox_2: 0.1673 loss_giou_2: 0.331 loss_ce_3: 0.233 loss_bbox_3: 0.1599 loss_giou_3: 0.3224 loss_ce_4: 0.2205 loss_bbox_4: 0.1537 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:16] d2.utils.events INFO: eta: 6:09:09 iter: 370959 total_loss: 4.576 loss_ce: 0.2036 loss_bbox: 0.1642 loss_giou: 0.2881 loss_ce_0: 0.4228 loss_bbox_0: 0.2645 loss_giou_0: 0.4664 loss_ce_1: 0.3116 loss_bbox_1: 0.1881 loss_giou_1: 0.3381 loss_ce_2: 0.2417 loss_bbox_2: 0.1743 loss_giou_2: 0.3127 loss_ce_3: 0.2259 loss_bbox_3: 0.1673 loss_giou_3: 0.3006 loss_ce_4: 0.2105 loss_bbox_4: 0.1659 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:22] d2.utils.events INFO: eta: 6:08:50 iter: 370979 total_loss: 4.791 loss_ce: 0.2134 loss_bbox: 0.1545 loss_giou: 0.2878 loss_ce_0: 0.4397 loss_bbox_0: 0.2571 loss_giou_0: 0.4705 loss_ce_1: 0.3234 loss_bbox_1: 0.182 loss_giou_1: 0.3448 loss_ce_2: 0.27 loss_bbox_2: 0.1607 loss_giou_2: 0.3163 loss_ce_3: 0.232 loss_bbox_3: 0.1579 loss_giou_3: 0.3065 loss_ce_4: 0.2189 loss_bbox_4: 0.1542 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:28] d2.utils.events INFO: eta: 6:08:43 iter: 370999 total_loss: 4.909 loss_ce: 0.2186 loss_bbox: 0.1536 loss_giou: 0.2981 loss_ce_0: 0.4304 loss_bbox_0: 0.2716 loss_giou_0: 0.4476 loss_ce_1: 0.3099 loss_bbox_1: 0.1886 loss_giou_1: 0.3407 loss_ce_2: 0.2555 loss_bbox_2: 0.1708 loss_giou_2: 0.3191 loss_ce_3: 0.2355 loss_bbox_3: 0.1601 loss_giou_3: 0.3049 loss_ce_4: 0.2206 loss_bbox_4: 0.1552 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:33] d2.utils.events INFO: eta: 6:08:36 iter: 371019 total_loss: 5.132 loss_ce: 0.2279 loss_bbox: 0.1648 loss_giou: 0.3176 loss_ce_0: 0.4526 loss_bbox_0: 0.2784 loss_giou_0: 0.4827 loss_ce_1: 0.3526 loss_bbox_1: 0.1923 loss_giou_1: 0.3524 loss_ce_2: 0.2851 loss_bbox_2: 0.1784 loss_giou_2: 0.3322 loss_ce_3: 0.2498 loss_bbox_3: 0.1715 loss_giou_3: 0.3232 loss_ce_4: 0.2332 loss_bbox_4: 0.168 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0188 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:39] d2.utils.events INFO: eta: 6:08:41 iter: 371039 total_loss: 5.11 loss_ce: 0.2279 loss_bbox: 0.1724 loss_giou: 0.3316 loss_ce_0: 0.4449 loss_bbox_0: 0.2962 loss_giou_0: 0.4877 loss_ce_1: 0.3267 loss_bbox_1: 0.2068 loss_giou_1: 0.3683 loss_ce_2: 0.2662 loss_bbox_2: 0.1933 loss_giou_2: 0.3561 loss_ce_3: 0.2305 loss_bbox_3: 0.1824 loss_giou_3: 0.3454 loss_ce_4: 0.2292 loss_bbox_4: 0.1779 loss_giou_4: 0.3417 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:45] d2.utils.events INFO: eta: 6:08:41 iter: 371059 total_loss: 4.92 loss_ce: 0.2049 loss_bbox: 0.1583 loss_giou: 0.312 loss_ce_0: 0.4489 loss_bbox_0: 0.2703 loss_giou_0: 0.4765 loss_ce_1: 0.3281 loss_bbox_1: 0.1852 loss_giou_1: 0.3474 loss_ce_2: 0.2597 loss_bbox_2: 0.169 loss_giou_2: 0.3263 loss_ce_3: 0.2258 loss_bbox_3: 0.1622 loss_giou_3: 0.3232 loss_ce_4: 0.2005 loss_bbox_4: 0.1581 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:51] d2.utils.events INFO: eta: 6:08:29 iter: 371079 total_loss: 4.966 loss_ce: 0.2204 loss_bbox: 0.1535 loss_giou: 0.2982 loss_ce_0: 0.4485 loss_bbox_0: 0.2635 loss_giou_0: 0.4849 loss_ce_1: 0.3298 loss_bbox_1: 0.1745 loss_giou_1: 0.3462 loss_ce_2: 0.2715 loss_bbox_2: 0.1624 loss_giou_2: 0.3235 loss_ce_3: 0.2408 loss_bbox_3: 0.1557 loss_giou_3: 0.3097 loss_ce_4: 0.2217 loss_bbox_4: 0.1557 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 19:30:56] d2.utils.events INFO: eta: 6:08:17 iter: 371099 total_loss: 4.667 loss_ce: 0.1961 loss_bbox: 0.1492 loss_giou: 0.2986 loss_ce_0: 0.422 loss_bbox_0: 0.2705 loss_giou_0: 0.458 loss_ce_1: 0.3082 loss_bbox_1: 0.182 loss_giou_1: 0.3445 loss_ce_2: 0.2482 loss_bbox_2: 0.1656 loss_giou_2: 0.3196 loss_ce_3: 0.2162 loss_bbox_3: 0.1587 loss_giou_3: 0.3076 loss_ce_4: 0.2014 loss_bbox_4: 0.154 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:02] d2.utils.events INFO: eta: 6:08:03 iter: 371119 total_loss: 5.056 loss_ce: 0.2234 loss_bbox: 0.1696 loss_giou: 0.3251 loss_ce_0: 0.4275 loss_bbox_0: 0.2826 loss_giou_0: 0.483 loss_ce_1: 0.326 loss_bbox_1: 0.2013 loss_giou_1: 0.3644 loss_ce_2: 0.2646 loss_bbox_2: 0.1833 loss_giou_2: 0.3464 loss_ce_3: 0.2345 loss_bbox_3: 0.1753 loss_giou_3: 0.329 loss_ce_4: 0.229 loss_bbox_4: 0.1737 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:07] d2.utils.events INFO: eta: 6:07:55 iter: 371139 total_loss: 4.893 loss_ce: 0.2054 loss_bbox: 0.1486 loss_giou: 0.3021 loss_ce_0: 0.4286 loss_bbox_0: 0.2607 loss_giou_0: 0.4697 loss_ce_1: 0.318 loss_bbox_1: 0.1792 loss_giou_1: 0.3432 loss_ce_2: 0.2618 loss_bbox_2: 0.1604 loss_giou_2: 0.3176 loss_ce_3: 0.2275 loss_bbox_3: 0.153 loss_giou_3: 0.3111 loss_ce_4: 0.2142 loss_bbox_4: 0.1541 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:13] d2.utils.events INFO: eta: 6:07:46 iter: 371159 total_loss: 4.906 loss_ce: 0.23 loss_bbox: 0.1561 loss_giou: 0.297 loss_ce_0: 0.4384 loss_bbox_0: 0.2741 loss_giou_0: 0.4755 loss_ce_1: 0.3345 loss_bbox_1: 0.1903 loss_giou_1: 0.3499 loss_ce_2: 0.2603 loss_bbox_2: 0.1668 loss_giou_2: 0.3177 loss_ce_3: 0.2339 loss_bbox_3: 0.1592 loss_giou_3: 0.3097 loss_ce_4: 0.2245 loss_bbox_4: 0.1604 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:19] d2.utils.events INFO: eta: 6:07:44 iter: 371179 total_loss: 4.803 loss_ce: 0.2057 loss_bbox: 0.1507 loss_giou: 0.2929 loss_ce_0: 0.4392 loss_bbox_0: 0.2617 loss_giou_0: 0.4574 loss_ce_1: 0.325 loss_bbox_1: 0.1819 loss_giou_1: 0.3442 loss_ce_2: 0.2623 loss_bbox_2: 0.1652 loss_giou_2: 0.313 loss_ce_3: 0.2287 loss_bbox_3: 0.1564 loss_giou_3: 0.3013 loss_ce_4: 0.2162 loss_bbox_4: 0.1526 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:24] d2.utils.events INFO: eta: 6:07:38 iter: 371199 total_loss: 4.882 loss_ce: 0.2336 loss_bbox: 0.1575 loss_giou: 0.2973 loss_ce_0: 0.4495 loss_bbox_0: 0.2714 loss_giou_0: 0.4603 loss_ce_1: 0.3397 loss_bbox_1: 0.1922 loss_giou_1: 0.3413 loss_ce_2: 0.2753 loss_bbox_2: 0.174 loss_giou_2: 0.3193 loss_ce_3: 0.2543 loss_bbox_3: 0.169 loss_giou_3: 0.3154 loss_ce_4: 0.2435 loss_bbox_4: 0.1632 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:30] d2.utils.events INFO: eta: 6:07:34 iter: 371219 total_loss: 5.065 loss_ce: 0.2259 loss_bbox: 0.1571 loss_giou: 0.3078 loss_ce_0: 0.4584 loss_bbox_0: 0.2735 loss_giou_0: 0.4992 loss_ce_1: 0.3613 loss_bbox_1: 0.1873 loss_giou_1: 0.3593 loss_ce_2: 0.2947 loss_bbox_2: 0.1711 loss_giou_2: 0.3303 loss_ce_3: 0.256 loss_bbox_3: 0.1636 loss_giou_3: 0.3219 loss_ce_4: 0.2293 loss_bbox_4: 0.1589 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:36] d2.utils.events INFO: eta: 6:07:23 iter: 371239 total_loss: 5.218 loss_ce: 0.2306 loss_bbox: 0.1686 loss_giou: 0.3213 loss_ce_0: 0.4461 loss_bbox_0: 0.2811 loss_giou_0: 0.4989 loss_ce_1: 0.3455 loss_bbox_1: 0.1932 loss_giou_1: 0.3562 loss_ce_2: 0.2832 loss_bbox_2: 0.1769 loss_giou_2: 0.3296 loss_ce_3: 0.2515 loss_bbox_3: 0.1757 loss_giou_3: 0.3292 loss_ce_4: 0.2355 loss_bbox_4: 0.1719 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:41] d2.utils.events INFO: eta: 6:07:17 iter: 371259 total_loss: 4.799 loss_ce: 0.214 loss_bbox: 0.1514 loss_giou: 0.2882 loss_ce_0: 0.4437 loss_bbox_0: 0.2633 loss_giou_0: 0.4786 loss_ce_1: 0.322 loss_bbox_1: 0.1764 loss_giou_1: 0.3542 loss_ce_2: 0.2722 loss_bbox_2: 0.1643 loss_giou_2: 0.3239 loss_ce_3: 0.2333 loss_bbox_3: 0.1615 loss_giou_3: 0.3011 loss_ce_4: 0.2275 loss_bbox_4: 0.1537 loss_giou_4: 0.2992 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:47] d2.utils.events INFO: eta: 6:07:09 iter: 371279 total_loss: 4.959 loss_ce: 0.2097 loss_bbox: 0.1634 loss_giou: 0.3084 loss_ce_0: 0.4473 loss_bbox_0: 0.2651 loss_giou_0: 0.4813 loss_ce_1: 0.3297 loss_bbox_1: 0.1887 loss_giou_1: 0.3608 loss_ce_2: 0.2643 loss_bbox_2: 0.1724 loss_giou_2: 0.3304 loss_ce_3: 0.2272 loss_bbox_3: 0.1683 loss_giou_3: 0.3199 loss_ce_4: 0.2131 loss_bbox_4: 0.1658 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:53] d2.utils.events INFO: eta: 6:06:58 iter: 371299 total_loss: 4.847 loss_ce: 0.2009 loss_bbox: 0.1576 loss_giou: 0.3045 loss_ce_0: 0.4284 loss_bbox_0: 0.2674 loss_giou_0: 0.4618 loss_ce_1: 0.3141 loss_bbox_1: 0.1901 loss_giou_1: 0.3391 loss_ce_2: 0.2483 loss_bbox_2: 0.1705 loss_giou_2: 0.3149 loss_ce_3: 0.223 loss_bbox_3: 0.1711 loss_giou_3: 0.317 loss_ce_4: 0.2067 loss_bbox_4: 0.1617 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 19:31:58] d2.utils.events INFO: eta: 6:06:46 iter: 371319 total_loss: 5.148 loss_ce: 0.23 loss_bbox: 0.1594 loss_giou: 0.3094 loss_ce_0: 0.4296 loss_bbox_0: 0.2648 loss_giou_0: 0.4781 loss_ce_1: 0.3324 loss_bbox_1: 0.1824 loss_giou_1: 0.3495 loss_ce_2: 0.2675 loss_bbox_2: 0.168 loss_giou_2: 0.3309 loss_ce_3: 0.2437 loss_bbox_3: 0.1616 loss_giou_3: 0.3196 loss_ce_4: 0.2286 loss_bbox_4: 0.1585 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:04] d2.utils.events INFO: eta: 6:06:38 iter: 371339 total_loss: 4.97 loss_ce: 0.217 loss_bbox: 0.1649 loss_giou: 0.3154 loss_ce_0: 0.4391 loss_bbox_0: 0.2777 loss_giou_0: 0.4621 loss_ce_1: 0.3303 loss_bbox_1: 0.2006 loss_giou_1: 0.359 loss_ce_2: 0.2652 loss_bbox_2: 0.183 loss_giou_2: 0.3294 loss_ce_3: 0.232 loss_bbox_3: 0.1717 loss_giou_3: 0.3193 loss_ce_4: 0.2236 loss_bbox_4: 0.1672 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:10] d2.utils.events INFO: eta: 6:06:29 iter: 371359 total_loss: 4.919 loss_ce: 0.2182 loss_bbox: 0.1657 loss_giou: 0.3024 loss_ce_0: 0.4502 loss_bbox_0: 0.2667 loss_giou_0: 0.4754 loss_ce_1: 0.3195 loss_bbox_1: 0.1881 loss_giou_1: 0.3466 loss_ce_2: 0.2661 loss_bbox_2: 0.1738 loss_giou_2: 0.3214 loss_ce_3: 0.2375 loss_bbox_3: 0.1719 loss_giou_3: 0.3075 loss_ce_4: 0.2261 loss_bbox_4: 0.1689 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:15] d2.utils.events INFO: eta: 6:06:23 iter: 371379 total_loss: 4.907 loss_ce: 0.2131 loss_bbox: 0.1438 loss_giou: 0.3161 loss_ce_0: 0.4433 loss_bbox_0: 0.2684 loss_giou_0: 0.475 loss_ce_1: 0.3203 loss_bbox_1: 0.1824 loss_giou_1: 0.3617 loss_ce_2: 0.2541 loss_bbox_2: 0.1551 loss_giou_2: 0.3329 loss_ce_3: 0.2298 loss_bbox_3: 0.1494 loss_giou_3: 0.3243 loss_ce_4: 0.2168 loss_bbox_4: 0.1481 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:21] d2.utils.events INFO: eta: 6:06:14 iter: 371399 total_loss: 4.953 loss_ce: 0.2226 loss_bbox: 0.158 loss_giou: 0.3013 loss_ce_0: 0.4564 loss_bbox_0: 0.2695 loss_giou_0: 0.465 loss_ce_1: 0.3321 loss_bbox_1: 0.1878 loss_giou_1: 0.3364 loss_ce_2: 0.2856 loss_bbox_2: 0.17 loss_giou_2: 0.3123 loss_ce_3: 0.2449 loss_bbox_3: 0.1607 loss_giou_3: 0.3037 loss_ce_4: 0.2276 loss_bbox_4: 0.1574 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0339 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:27] d2.utils.events INFO: eta: 6:06:00 iter: 371419 total_loss: 4.774 loss_ce: 0.2036 loss_bbox: 0.1554 loss_giou: 0.3072 loss_ce_0: 0.4296 loss_bbox_0: 0.2663 loss_giou_0: 0.4679 loss_ce_1: 0.3205 loss_bbox_1: 0.1818 loss_giou_1: 0.3584 loss_ce_2: 0.2519 loss_bbox_2: 0.1659 loss_giou_2: 0.3311 loss_ce_3: 0.2261 loss_bbox_3: 0.163 loss_giou_3: 0.318 loss_ce_4: 0.206 loss_bbox_4: 0.1619 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:32] d2.utils.events INFO: eta: 6:05:54 iter: 371439 total_loss: 4.71 loss_ce: 0.2052 loss_bbox: 0.1529 loss_giou: 0.3041 loss_ce_0: 0.4171 loss_bbox_0: 0.2657 loss_giou_0: 0.4766 loss_ce_1: 0.3043 loss_bbox_1: 0.1826 loss_giou_1: 0.3542 loss_ce_2: 0.2377 loss_bbox_2: 0.1679 loss_giou_2: 0.3267 loss_ce_3: 0.2234 loss_bbox_3: 0.1531 loss_giou_3: 0.3183 loss_ce_4: 0.2175 loss_bbox_4: 0.1555 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:38] d2.utils.events INFO: eta: 6:05:55 iter: 371459 total_loss: 4.723 loss_ce: 0.2196 loss_bbox: 0.1572 loss_giou: 0.307 loss_ce_0: 0.4303 loss_bbox_0: 0.2702 loss_giou_0: 0.4689 loss_ce_1: 0.3146 loss_bbox_1: 0.1889 loss_giou_1: 0.3476 loss_ce_2: 0.261 loss_bbox_2: 0.1726 loss_giou_2: 0.3271 loss_ce_3: 0.2299 loss_bbox_3: 0.1664 loss_giou_3: 0.3187 loss_ce_4: 0.2161 loss_bbox_4: 0.1645 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:45] d2.utils.events INFO: eta: 6:05:49 iter: 371479 total_loss: 5.228 loss_ce: 0.2412 loss_bbox: 0.156 loss_giou: 0.3123 loss_ce_0: 0.4521 loss_bbox_0: 0.2794 loss_giou_0: 0.4789 loss_ce_1: 0.3286 loss_bbox_1: 0.1842 loss_giou_1: 0.3627 loss_ce_2: 0.288 loss_bbox_2: 0.1625 loss_giou_2: 0.3325 loss_ce_3: 0.2596 loss_bbox_3: 0.1566 loss_giou_3: 0.3172 loss_ce_4: 0.2441 loss_bbox_4: 0.1569 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:51] d2.utils.events INFO: eta: 6:05:46 iter: 371499 total_loss: 5.116 loss_ce: 0.2223 loss_bbox: 0.1651 loss_giou: 0.3009 loss_ce_0: 0.4525 loss_bbox_0: 0.2728 loss_giou_0: 0.4853 loss_ce_1: 0.3283 loss_bbox_1: 0.1896 loss_giou_1: 0.3514 loss_ce_2: 0.2785 loss_bbox_2: 0.1723 loss_giou_2: 0.3248 loss_ce_3: 0.2369 loss_bbox_3: 0.1657 loss_giou_3: 0.3163 loss_ce_4: 0.2251 loss_bbox_4: 0.1675 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 19:32:56] d2.utils.events INFO: eta: 6:05:52 iter: 371519 total_loss: 4.869 loss_ce: 0.1961 loss_bbox: 0.1581 loss_giou: 0.2947 loss_ce_0: 0.4354 loss_bbox_0: 0.2745 loss_giou_0: 0.4861 loss_ce_1: 0.3191 loss_bbox_1: 0.1872 loss_giou_1: 0.3368 loss_ce_2: 0.2544 loss_bbox_2: 0.1728 loss_giou_2: 0.3102 loss_ce_3: 0.2161 loss_bbox_3: 0.1648 loss_giou_3: 0.2997 loss_ce_4: 0.2044 loss_bbox_4: 0.1622 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:02] d2.utils.events INFO: eta: 6:05:58 iter: 371539 total_loss: 4.783 loss_ce: 0.2163 loss_bbox: 0.1615 loss_giou: 0.2872 loss_ce_0: 0.4329 loss_bbox_0: 0.2775 loss_giou_0: 0.4301 loss_ce_1: 0.3354 loss_bbox_1: 0.1958 loss_giou_1: 0.3322 loss_ce_2: 0.2712 loss_bbox_2: 0.1773 loss_giou_2: 0.309 loss_ce_3: 0.2392 loss_bbox_3: 0.167 loss_giou_3: 0.3012 loss_ce_4: 0.2205 loss_bbox_4: 0.1633 loss_giou_4: 0.2876 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:08] d2.utils.events INFO: eta: 6:05:47 iter: 371559 total_loss: 4.917 loss_ce: 0.2198 loss_bbox: 0.1615 loss_giou: 0.3075 loss_ce_0: 0.4326 loss_bbox_0: 0.2699 loss_giou_0: 0.4775 loss_ce_1: 0.3225 loss_bbox_1: 0.1956 loss_giou_1: 0.3529 loss_ce_2: 0.2539 loss_bbox_2: 0.1759 loss_giou_2: 0.3258 loss_ce_3: 0.2323 loss_bbox_3: 0.1657 loss_giou_3: 0.3174 loss_ce_4: 0.2187 loss_bbox_4: 0.1654 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:13] d2.utils.events INFO: eta: 6:05:37 iter: 371579 total_loss: 4.946 loss_ce: 0.2112 loss_bbox: 0.1632 loss_giou: 0.3053 loss_ce_0: 0.4401 loss_bbox_0: 0.2704 loss_giou_0: 0.4894 loss_ce_1: 0.3248 loss_bbox_1: 0.1948 loss_giou_1: 0.358 loss_ce_2: 0.2574 loss_bbox_2: 0.1796 loss_giou_2: 0.3291 loss_ce_3: 0.2281 loss_bbox_3: 0.1652 loss_giou_3: 0.3168 loss_ce_4: 0.2124 loss_bbox_4: 0.1639 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:19] d2.utils.events INFO: eta: 6:05:36 iter: 371599 total_loss: 4.875 loss_ce: 0.197 loss_bbox: 0.152 loss_giou: 0.314 loss_ce_0: 0.4229 loss_bbox_0: 0.258 loss_giou_0: 0.4764 loss_ce_1: 0.317 loss_bbox_1: 0.1739 loss_giou_1: 0.3514 loss_ce_2: 0.2492 loss_bbox_2: 0.1581 loss_giou_2: 0.3336 loss_ce_3: 0.2291 loss_bbox_3: 0.1551 loss_giou_3: 0.3292 loss_ce_4: 0.2055 loss_bbox_4: 0.1507 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:25] d2.utils.events INFO: eta: 6:05:22 iter: 371619 total_loss: 4.841 loss_ce: 0.2031 loss_bbox: 0.154 loss_giou: 0.3054 loss_ce_0: 0.4373 loss_bbox_0: 0.2538 loss_giou_0: 0.4699 loss_ce_1: 0.3353 loss_bbox_1: 0.1733 loss_giou_1: 0.3408 loss_ce_2: 0.2586 loss_bbox_2: 0.1659 loss_giou_2: 0.3168 loss_ce_3: 0.2148 loss_bbox_3: 0.157 loss_giou_3: 0.305 loss_ce_4: 0.2045 loss_bbox_4: 0.1574 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:30] d2.utils.events INFO: eta: 6:05:27 iter: 371639 total_loss: 4.343 loss_ce: 0.1819 loss_bbox: 0.1368 loss_giou: 0.2644 loss_ce_0: 0.4308 loss_bbox_0: 0.2526 loss_giou_0: 0.4118 loss_ce_1: 0.3133 loss_bbox_1: 0.1684 loss_giou_1: 0.3019 loss_ce_2: 0.2298 loss_bbox_2: 0.1473 loss_giou_2: 0.2779 loss_ce_3: 0.1991 loss_bbox_3: 0.1426 loss_giou_3: 0.2717 loss_ce_4: 0.1815 loss_bbox_4: 0.142 loss_giou_4: 0.2694 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:36] d2.utils.events INFO: eta: 6:05:15 iter: 371659 total_loss: 5.032 loss_ce: 0.2117 loss_bbox: 0.1448 loss_giou: 0.3291 loss_ce_0: 0.4408 loss_bbox_0: 0.2606 loss_giou_0: 0.5223 loss_ce_1: 0.3315 loss_bbox_1: 0.17 loss_giou_1: 0.3748 loss_ce_2: 0.2614 loss_bbox_2: 0.153 loss_giou_2: 0.3374 loss_ce_3: 0.2337 loss_bbox_3: 0.1508 loss_giou_3: 0.3414 loss_ce_4: 0.2169 loss_bbox_4: 0.1486 loss_giou_4: 0.3321 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:42] d2.utils.events INFO: eta: 6:05:22 iter: 371679 total_loss: 4.568 loss_ce: 0.1962 loss_bbox: 0.1515 loss_giou: 0.2827 loss_ce_0: 0.4267 loss_bbox_0: 0.2644 loss_giou_0: 0.4385 loss_ce_1: 0.2935 loss_bbox_1: 0.1768 loss_giou_1: 0.3265 loss_ce_2: 0.2364 loss_bbox_2: 0.165 loss_giou_2: 0.3056 loss_ce_3: 0.2158 loss_bbox_3: 0.1604 loss_giou_3: 0.2963 loss_ce_4: 0.2001 loss_bbox_4: 0.1562 loss_giou_4: 0.2874 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:47] d2.utils.events INFO: eta: 6:05:10 iter: 371699 total_loss: 4.723 loss_ce: 0.2028 loss_bbox: 0.1533 loss_giou: 0.2937 loss_ce_0: 0.4242 loss_bbox_0: 0.269 loss_giou_0: 0.4778 loss_ce_1: 0.3155 loss_bbox_1: 0.1826 loss_giou_1: 0.3423 loss_ce_2: 0.2599 loss_bbox_2: 0.166 loss_giou_2: 0.3118 loss_ce_3: 0.2233 loss_bbox_3: 0.1585 loss_giou_3: 0.3065 loss_ce_4: 0.2111 loss_bbox_4: 0.1552 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:53] d2.utils.events INFO: eta: 6:05:05 iter: 371719 total_loss: 4.83 loss_ce: 0.2231 loss_bbox: 0.152 loss_giou: 0.305 loss_ce_0: 0.4345 loss_bbox_0: 0.2652 loss_giou_0: 0.4611 loss_ce_1: 0.3232 loss_bbox_1: 0.1796 loss_giou_1: 0.3339 loss_ce_2: 0.2661 loss_bbox_2: 0.1666 loss_giou_2: 0.3175 loss_ce_3: 0.249 loss_bbox_3: 0.1584 loss_giou_3: 0.3115 loss_ce_4: 0.2249 loss_bbox_4: 0.1552 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 19:33:59] d2.utils.events INFO: eta: 6:05:04 iter: 371739 total_loss: 4.815 loss_ce: 0.2117 loss_bbox: 0.1569 loss_giou: 0.3091 loss_ce_0: 0.4357 loss_bbox_0: 0.2654 loss_giou_0: 0.4646 loss_ce_1: 0.3254 loss_bbox_1: 0.187 loss_giou_1: 0.3468 loss_ce_2: 0.2681 loss_bbox_2: 0.1672 loss_giou_2: 0.3221 loss_ce_3: 0.2264 loss_bbox_3: 0.1681 loss_giou_3: 0.3163 loss_ce_4: 0.2116 loss_bbox_4: 0.1557 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:04] d2.utils.events INFO: eta: 6:04:53 iter: 371759 total_loss: 4.96 loss_ce: 0.2063 loss_bbox: 0.1764 loss_giou: 0.2875 loss_ce_0: 0.4173 loss_bbox_0: 0.2811 loss_giou_0: 0.4493 loss_ce_1: 0.3105 loss_bbox_1: 0.1989 loss_giou_1: 0.3318 loss_ce_2: 0.2543 loss_bbox_2: 0.185 loss_giou_2: 0.3092 loss_ce_3: 0.2209 loss_bbox_3: 0.1856 loss_giou_3: 0.294 loss_ce_4: 0.2077 loss_bbox_4: 0.1775 loss_giou_4: 0.291 time: 0.2800 data_time: 0.0318 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:10] d2.utils.events INFO: eta: 6:04:53 iter: 371779 total_loss: 5.2 loss_ce: 0.2272 loss_bbox: 0.1668 loss_giou: 0.3121 loss_ce_0: 0.4409 loss_bbox_0: 0.2709 loss_giou_0: 0.4863 loss_ce_1: 0.3389 loss_bbox_1: 0.1984 loss_giou_1: 0.3801 loss_ce_2: 0.2822 loss_bbox_2: 0.1831 loss_giou_2: 0.3361 loss_ce_3: 0.2525 loss_bbox_3: 0.1767 loss_giou_3: 0.3206 loss_ce_4: 0.236 loss_bbox_4: 0.1716 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:15] d2.utils.events INFO: eta: 6:04:49 iter: 371799 total_loss: 4.819 loss_ce: 0.2008 loss_bbox: 0.1649 loss_giou: 0.2987 loss_ce_0: 0.4286 loss_bbox_0: 0.2748 loss_giou_0: 0.4326 loss_ce_1: 0.3275 loss_bbox_1: 0.1969 loss_giou_1: 0.3386 loss_ce_2: 0.2612 loss_bbox_2: 0.1771 loss_giou_2: 0.2968 loss_ce_3: 0.2279 loss_bbox_3: 0.1744 loss_giou_3: 0.2951 loss_ce_4: 0.206 loss_bbox_4: 0.1698 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0352 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:21] d2.utils.events INFO: eta: 6:04:44 iter: 371819 total_loss: 4.945 loss_ce: 0.2101 loss_bbox: 0.1614 loss_giou: 0.3122 loss_ce_0: 0.4367 loss_bbox_0: 0.2764 loss_giou_0: 0.4824 loss_ce_1: 0.3258 loss_bbox_1: 0.1881 loss_giou_1: 0.3489 loss_ce_2: 0.2647 loss_bbox_2: 0.1715 loss_giou_2: 0.3212 loss_ce_3: 0.2286 loss_bbox_3: 0.1641 loss_giou_3: 0.3142 loss_ce_4: 0.2153 loss_bbox_4: 0.1614 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:27] d2.utils.events INFO: eta: 6:04:47 iter: 371839 total_loss: 4.69 loss_ce: 0.1962 loss_bbox: 0.1583 loss_giou: 0.2933 loss_ce_0: 0.4178 loss_bbox_0: 0.2625 loss_giou_0: 0.4596 loss_ce_1: 0.3031 loss_bbox_1: 0.1908 loss_giou_1: 0.3378 loss_ce_2: 0.244 loss_bbox_2: 0.1684 loss_giou_2: 0.312 loss_ce_3: 0.2138 loss_bbox_3: 0.1663 loss_giou_3: 0.301 loss_ce_4: 0.2008 loss_bbox_4: 0.1621 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:32] d2.utils.events INFO: eta: 6:04:32 iter: 371859 total_loss: 4.435 loss_ce: 0.193 loss_bbox: 0.1371 loss_giou: 0.2759 loss_ce_0: 0.4145 loss_bbox_0: 0.2513 loss_giou_0: 0.4542 loss_ce_1: 0.3071 loss_bbox_1: 0.1631 loss_giou_1: 0.3192 loss_ce_2: 0.2414 loss_bbox_2: 0.1531 loss_giou_2: 0.2928 loss_ce_3: 0.2104 loss_bbox_3: 0.1461 loss_giou_3: 0.2844 loss_ce_4: 0.2037 loss_bbox_4: 0.1423 loss_giou_4: 0.2808 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:38] d2.utils.events INFO: eta: 6:04:24 iter: 371879 total_loss: 4.989 loss_ce: 0.2091 loss_bbox: 0.1658 loss_giou: 0.3019 loss_ce_0: 0.4362 loss_bbox_0: 0.2706 loss_giou_0: 0.4827 loss_ce_1: 0.3165 loss_bbox_1: 0.1915 loss_giou_1: 0.3544 loss_ce_2: 0.2634 loss_bbox_2: 0.1735 loss_giou_2: 0.3216 loss_ce_3: 0.2284 loss_bbox_3: 0.1662 loss_giou_3: 0.3138 loss_ce_4: 0.2104 loss_bbox_4: 0.1609 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:44] d2.utils.events INFO: eta: 6:04:14 iter: 371899 total_loss: 4.66 loss_ce: 0.2173 loss_bbox: 0.1566 loss_giou: 0.2937 loss_ce_0: 0.4242 loss_bbox_0: 0.2701 loss_giou_0: 0.4573 loss_ce_1: 0.3297 loss_bbox_1: 0.1842 loss_giou_1: 0.3423 loss_ce_2: 0.2574 loss_bbox_2: 0.165 loss_giou_2: 0.3108 loss_ce_3: 0.2308 loss_bbox_3: 0.1598 loss_giou_3: 0.2986 loss_ce_4: 0.2122 loss_bbox_4: 0.1598 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:49] d2.utils.events INFO: eta: 6:04:02 iter: 371919 total_loss: 5.142 loss_ce: 0.2221 loss_bbox: 0.1599 loss_giou: 0.3179 loss_ce_0: 0.4266 loss_bbox_0: 0.2656 loss_giou_0: 0.4983 loss_ce_1: 0.326 loss_bbox_1: 0.1839 loss_giou_1: 0.3701 loss_ce_2: 0.2664 loss_bbox_2: 0.1703 loss_giou_2: 0.3412 loss_ce_3: 0.2318 loss_bbox_3: 0.1677 loss_giou_3: 0.3287 loss_ce_4: 0.223 loss_bbox_4: 0.1636 loss_giou_4: 0.3259 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 19:34:55] d2.utils.events INFO: eta: 6:04:02 iter: 371939 total_loss: 4.748 loss_ce: 0.2053 loss_bbox: 0.153 loss_giou: 0.2983 loss_ce_0: 0.4231 loss_bbox_0: 0.2617 loss_giou_0: 0.4505 loss_ce_1: 0.3185 loss_bbox_1: 0.1787 loss_giou_1: 0.3236 loss_ce_2: 0.246 loss_bbox_2: 0.1635 loss_giou_2: 0.3138 loss_ce_3: 0.2166 loss_bbox_3: 0.1552 loss_giou_3: 0.3098 loss_ce_4: 0.2121 loss_bbox_4: 0.1533 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0326 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:01] d2.utils.events INFO: eta: 6:04:00 iter: 371959 total_loss: 4.845 loss_ce: 0.196 loss_bbox: 0.1534 loss_giou: 0.3075 loss_ce_0: 0.435 loss_bbox_0: 0.282 loss_giou_0: 0.48 loss_ce_1: 0.3269 loss_bbox_1: 0.1897 loss_giou_1: 0.3487 loss_ce_2: 0.2589 loss_bbox_2: 0.1642 loss_giou_2: 0.3222 loss_ce_3: 0.2302 loss_bbox_3: 0.158 loss_giou_3: 0.3106 loss_ce_4: 0.2051 loss_bbox_4: 0.1577 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:06] d2.utils.events INFO: eta: 6:03:59 iter: 371979 total_loss: 4.948 loss_ce: 0.2041 loss_bbox: 0.168 loss_giou: 0.3148 loss_ce_0: 0.4316 loss_bbox_0: 0.2702 loss_giou_0: 0.4478 loss_ce_1: 0.313 loss_bbox_1: 0.1956 loss_giou_1: 0.3565 loss_ce_2: 0.2486 loss_bbox_2: 0.1788 loss_giou_2: 0.3325 loss_ce_3: 0.2088 loss_bbox_3: 0.1713 loss_giou_3: 0.32 loss_ce_4: 0.2024 loss_bbox_4: 0.1704 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:12] d2.utils.events INFO: eta: 6:03:47 iter: 371999 total_loss: 5.059 loss_ce: 0.2207 loss_bbox: 0.1631 loss_giou: 0.3033 loss_ce_0: 0.4355 loss_bbox_0: 0.2702 loss_giou_0: 0.46 loss_ce_1: 0.3323 loss_bbox_1: 0.1894 loss_giou_1: 0.335 loss_ce_2: 0.2628 loss_bbox_2: 0.1772 loss_giou_2: 0.3168 loss_ce_3: 0.2314 loss_bbox_3: 0.1692 loss_giou_3: 0.3088 loss_ce_4: 0.2175 loss_bbox_4: 0.1678 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:17] d2.utils.events INFO: eta: 6:03:35 iter: 372019 total_loss: 4.879 loss_ce: 0.2054 loss_bbox: 0.161 loss_giou: 0.3119 loss_ce_0: 0.4196 loss_bbox_0: 0.2762 loss_giou_0: 0.4626 loss_ce_1: 0.3086 loss_bbox_1: 0.1851 loss_giou_1: 0.3614 loss_ce_2: 0.252 loss_bbox_2: 0.171 loss_giou_2: 0.325 loss_ce_3: 0.2295 loss_bbox_3: 0.166 loss_giou_3: 0.3212 loss_ce_4: 0.2071 loss_bbox_4: 0.1646 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:23] d2.utils.events INFO: eta: 6:03:24 iter: 372039 total_loss: 5.236 loss_ce: 0.232 loss_bbox: 0.1581 loss_giou: 0.3204 loss_ce_0: 0.451 loss_bbox_0: 0.2826 loss_giou_0: 0.4946 loss_ce_1: 0.3522 loss_bbox_1: 0.1952 loss_giou_1: 0.3759 loss_ce_2: 0.2803 loss_bbox_2: 0.1681 loss_giou_2: 0.3468 loss_ce_3: 0.2615 loss_bbox_3: 0.1602 loss_giou_3: 0.3272 loss_ce_4: 0.2386 loss_bbox_4: 0.1605 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:29] d2.utils.events INFO: eta: 6:03:13 iter: 372059 total_loss: 4.914 loss_ce: 0.1997 loss_bbox: 0.1574 loss_giou: 0.3066 loss_ce_0: 0.4362 loss_bbox_0: 0.2716 loss_giou_0: 0.4784 loss_ce_1: 0.3127 loss_bbox_1: 0.1877 loss_giou_1: 0.3548 loss_ce_2: 0.255 loss_bbox_2: 0.1681 loss_giou_2: 0.3299 loss_ce_3: 0.2256 loss_bbox_3: 0.1629 loss_giou_3: 0.322 loss_ce_4: 0.2096 loss_bbox_4: 0.1576 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:34] d2.utils.events INFO: eta: 6:03:00 iter: 372079 total_loss: 5.006 loss_ce: 0.2119 loss_bbox: 0.1608 loss_giou: 0.3089 loss_ce_0: 0.4192 loss_bbox_0: 0.2618 loss_giou_0: 0.465 loss_ce_1: 0.3182 loss_bbox_1: 0.1863 loss_giou_1: 0.3466 loss_ce_2: 0.2581 loss_bbox_2: 0.1749 loss_giou_2: 0.3279 loss_ce_3: 0.2271 loss_bbox_3: 0.1665 loss_giou_3: 0.3153 loss_ce_4: 0.2157 loss_bbox_4: 0.1632 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0330 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:40] d2.utils.events INFO: eta: 6:03:01 iter: 372099 total_loss: 4.923 loss_ce: 0.2193 loss_bbox: 0.1546 loss_giou: 0.3067 loss_ce_0: 0.433 loss_bbox_0: 0.271 loss_giou_0: 0.4794 loss_ce_1: 0.3262 loss_bbox_1: 0.191 loss_giou_1: 0.3499 loss_ce_2: 0.2725 loss_bbox_2: 0.1755 loss_giou_2: 0.3292 loss_ce_3: 0.2337 loss_bbox_3: 0.1611 loss_giou_3: 0.3237 loss_ce_4: 0.2213 loss_bbox_4: 0.1624 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:46] d2.utils.events INFO: eta: 6:02:56 iter: 372119 total_loss: 4.598 loss_ce: 0.1991 loss_bbox: 0.1514 loss_giou: 0.2735 loss_ce_0: 0.4269 loss_bbox_0: 0.2672 loss_giou_0: 0.4471 loss_ce_1: 0.3067 loss_bbox_1: 0.1833 loss_giou_1: 0.3123 loss_ce_2: 0.2467 loss_bbox_2: 0.1659 loss_giou_2: 0.2874 loss_ce_3: 0.2113 loss_bbox_3: 0.1585 loss_giou_3: 0.2831 loss_ce_4: 0.2018 loss_bbox_4: 0.1551 loss_giou_4: 0.2784 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:51] d2.utils.events INFO: eta: 6:02:51 iter: 372139 total_loss: 4.564 loss_ce: 0.1881 loss_bbox: 0.1467 loss_giou: 0.3027 loss_ce_0: 0.4107 loss_bbox_0: 0.2501 loss_giou_0: 0.4573 loss_ce_1: 0.3055 loss_bbox_1: 0.1817 loss_giou_1: 0.344 loss_ce_2: 0.2467 loss_bbox_2: 0.1654 loss_giou_2: 0.3193 loss_ce_3: 0.2113 loss_bbox_3: 0.1548 loss_giou_3: 0.3085 loss_ce_4: 0.2017 loss_bbox_4: 0.1523 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 19:35:57] d2.utils.events INFO: eta: 6:02:44 iter: 372159 total_loss: 4.848 loss_ce: 0.1984 loss_bbox: 0.1551 loss_giou: 0.3098 loss_ce_0: 0.423 loss_bbox_0: 0.2778 loss_giou_0: 0.4753 loss_ce_1: 0.3094 loss_bbox_1: 0.1922 loss_giou_1: 0.3635 loss_ce_2: 0.2432 loss_bbox_2: 0.1764 loss_giou_2: 0.3358 loss_ce_3: 0.2175 loss_bbox_3: 0.1698 loss_giou_3: 0.3227 loss_ce_4: 0.1981 loss_bbox_4: 0.1575 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:03] d2.utils.events INFO: eta: 6:02:40 iter: 372179 total_loss: 4.745 loss_ce: 0.2059 loss_bbox: 0.1504 loss_giou: 0.3071 loss_ce_0: 0.4118 loss_bbox_0: 0.2655 loss_giou_0: 0.4654 loss_ce_1: 0.3081 loss_bbox_1: 0.1838 loss_giou_1: 0.3499 loss_ce_2: 0.2509 loss_bbox_2: 0.1636 loss_giou_2: 0.3351 loss_ce_3: 0.2247 loss_bbox_3: 0.1549 loss_giou_3: 0.3183 loss_ce_4: 0.2151 loss_bbox_4: 0.1516 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:08] d2.utils.events INFO: eta: 6:02:27 iter: 372199 total_loss: 4.679 loss_ce: 0.2029 loss_bbox: 0.1514 loss_giou: 0.2995 loss_ce_0: 0.4347 loss_bbox_0: 0.2558 loss_giou_0: 0.4467 loss_ce_1: 0.3111 loss_bbox_1: 0.1812 loss_giou_1: 0.3376 loss_ce_2: 0.2545 loss_bbox_2: 0.1659 loss_giou_2: 0.3109 loss_ce_3: 0.2269 loss_bbox_3: 0.1621 loss_giou_3: 0.3063 loss_ce_4: 0.2065 loss_bbox_4: 0.1523 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:14] d2.utils.events INFO: eta: 6:02:20 iter: 372219 total_loss: 4.771 loss_ce: 0.2089 loss_bbox: 0.1568 loss_giou: 0.2912 loss_ce_0: 0.4326 loss_bbox_0: 0.2737 loss_giou_0: 0.4809 loss_ce_1: 0.3223 loss_bbox_1: 0.1839 loss_giou_1: 0.3349 loss_ce_2: 0.2609 loss_bbox_2: 0.165 loss_giou_2: 0.307 loss_ce_3: 0.2281 loss_bbox_3: 0.1621 loss_giou_3: 0.2921 loss_ce_4: 0.2089 loss_bbox_4: 0.1581 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0334 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:20] d2.utils.events INFO: eta: 6:02:15 iter: 372239 total_loss: 5.011 loss_ce: 0.2312 loss_bbox: 0.1442 loss_giou: 0.2993 loss_ce_0: 0.4512 loss_bbox_0: 0.2629 loss_giou_0: 0.4969 loss_ce_1: 0.3358 loss_bbox_1: 0.1762 loss_giou_1: 0.3463 loss_ce_2: 0.2698 loss_bbox_2: 0.1591 loss_giou_2: 0.3191 loss_ce_3: 0.2464 loss_bbox_3: 0.1543 loss_giou_3: 0.3104 loss_ce_4: 0.2334 loss_bbox_4: 0.1467 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:25] d2.utils.events INFO: eta: 6:02:06 iter: 372259 total_loss: 4.919 loss_ce: 0.2104 loss_bbox: 0.1607 loss_giou: 0.3116 loss_ce_0: 0.4307 loss_bbox_0: 0.2701 loss_giou_0: 0.4855 loss_ce_1: 0.3369 loss_bbox_1: 0.1823 loss_giou_1: 0.359 loss_ce_2: 0.2712 loss_bbox_2: 0.1741 loss_giou_2: 0.3256 loss_ce_3: 0.233 loss_bbox_3: 0.1677 loss_giou_3: 0.3178 loss_ce_4: 0.2235 loss_bbox_4: 0.1642 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:31] d2.utils.events INFO: eta: 6:02:01 iter: 372279 total_loss: 4.735 loss_ce: 0.2051 loss_bbox: 0.1555 loss_giou: 0.289 loss_ce_0: 0.4398 loss_bbox_0: 0.2517 loss_giou_0: 0.4398 loss_ce_1: 0.3222 loss_bbox_1: 0.1771 loss_giou_1: 0.3363 loss_ce_2: 0.2524 loss_bbox_2: 0.1603 loss_giou_2: 0.3072 loss_ce_3: 0.2305 loss_bbox_3: 0.1606 loss_giou_3: 0.2996 loss_ce_4: 0.2026 loss_bbox_4: 0.1558 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:37] d2.utils.events INFO: eta: 6:01:49 iter: 372299 total_loss: 5.096 loss_ce: 0.2249 loss_bbox: 0.1747 loss_giou: 0.3109 loss_ce_0: 0.4553 loss_bbox_0: 0.286 loss_giou_0: 0.4834 loss_ce_1: 0.3436 loss_bbox_1: 0.199 loss_giou_1: 0.3476 loss_ce_2: 0.2803 loss_bbox_2: 0.1829 loss_giou_2: 0.3173 loss_ce_3: 0.238 loss_bbox_3: 0.1792 loss_giou_3: 0.3094 loss_ce_4: 0.2331 loss_bbox_4: 0.1785 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:42] d2.utils.events INFO: eta: 6:01:41 iter: 372319 total_loss: 5.003 loss_ce: 0.2269 loss_bbox: 0.1634 loss_giou: 0.3054 loss_ce_0: 0.4405 loss_bbox_0: 0.2749 loss_giou_0: 0.5003 loss_ce_1: 0.3299 loss_bbox_1: 0.1933 loss_giou_1: 0.3524 loss_ce_2: 0.2707 loss_bbox_2: 0.1742 loss_giou_2: 0.3309 loss_ce_3: 0.2471 loss_bbox_3: 0.1685 loss_giou_3: 0.3218 loss_ce_4: 0.2297 loss_bbox_4: 0.1668 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:48] d2.utils.events INFO: eta: 6:01:40 iter: 372339 total_loss: 4.799 loss_ce: 0.2072 loss_bbox: 0.161 loss_giou: 0.2891 loss_ce_0: 0.4371 loss_bbox_0: 0.2739 loss_giou_0: 0.4332 loss_ce_1: 0.3211 loss_bbox_1: 0.1899 loss_giou_1: 0.3207 loss_ce_2: 0.2584 loss_bbox_2: 0.1697 loss_giou_2: 0.3059 loss_ce_3: 0.2195 loss_bbox_3: 0.1686 loss_giou_3: 0.3037 loss_ce_4: 0.2098 loss_bbox_4: 0.1647 loss_giou_4: 0.2958 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:54] d2.utils.events INFO: eta: 6:01:30 iter: 372359 total_loss: 5.087 loss_ce: 0.2173 loss_bbox: 0.1607 loss_giou: 0.3155 loss_ce_0: 0.4394 loss_bbox_0: 0.2666 loss_giou_0: 0.4888 loss_ce_1: 0.3362 loss_bbox_1: 0.1878 loss_giou_1: 0.3674 loss_ce_2: 0.2658 loss_bbox_2: 0.1744 loss_giou_2: 0.3349 loss_ce_3: 0.2352 loss_bbox_3: 0.163 loss_giou_3: 0.3261 loss_ce_4: 0.2236 loss_bbox_4: 0.1589 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 19:36:59] d2.utils.events INFO: eta: 6:01:24 iter: 372379 total_loss: 4.853 loss_ce: 0.2106 loss_bbox: 0.1567 loss_giou: 0.3038 loss_ce_0: 0.4563 loss_bbox_0: 0.2545 loss_giou_0: 0.4839 loss_ce_1: 0.3351 loss_bbox_1: 0.1845 loss_giou_1: 0.3583 loss_ce_2: 0.267 loss_bbox_2: 0.1697 loss_giou_2: 0.3296 loss_ce_3: 0.2326 loss_bbox_3: 0.1631 loss_giou_3: 0.3175 loss_ce_4: 0.2118 loss_bbox_4: 0.1571 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:05] d2.utils.events INFO: eta: 6:01:19 iter: 372399 total_loss: 4.996 loss_ce: 0.2121 loss_bbox: 0.1588 loss_giou: 0.3132 loss_ce_0: 0.4351 loss_bbox_0: 0.2743 loss_giou_0: 0.4799 loss_ce_1: 0.3288 loss_bbox_1: 0.1875 loss_giou_1: 0.3524 loss_ce_2: 0.266 loss_bbox_2: 0.1712 loss_giou_2: 0.3258 loss_ce_3: 0.2215 loss_bbox_3: 0.1598 loss_giou_3: 0.313 loss_ce_4: 0.2066 loss_bbox_4: 0.1595 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:10] d2.utils.events INFO: eta: 6:01:10 iter: 372419 total_loss: 4.795 loss_ce: 0.2206 loss_bbox: 0.1615 loss_giou: 0.31 loss_ce_0: 0.4362 loss_bbox_0: 0.2641 loss_giou_0: 0.4675 loss_ce_1: 0.3367 loss_bbox_1: 0.1865 loss_giou_1: 0.3503 loss_ce_2: 0.2734 loss_bbox_2: 0.1741 loss_giou_2: 0.3268 loss_ce_3: 0.242 loss_bbox_3: 0.1658 loss_giou_3: 0.3142 loss_ce_4: 0.2228 loss_bbox_4: 0.1618 loss_giou_4: 0.3089 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:16] d2.utils.events INFO: eta: 6:01:08 iter: 372439 total_loss: 4.739 loss_ce: 0.2068 loss_bbox: 0.1661 loss_giou: 0.302 loss_ce_0: 0.4348 loss_bbox_0: 0.2854 loss_giou_0: 0.4713 loss_ce_1: 0.3382 loss_bbox_1: 0.1924 loss_giou_1: 0.3323 loss_ce_2: 0.262 loss_bbox_2: 0.1733 loss_giou_2: 0.3275 loss_ce_3: 0.2242 loss_bbox_3: 0.1695 loss_giou_3: 0.3169 loss_ce_4: 0.2149 loss_bbox_4: 0.1648 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:22] d2.utils.events INFO: eta: 6:00:56 iter: 372459 total_loss: 5.159 loss_ce: 0.2372 loss_bbox: 0.1546 loss_giou: 0.3184 loss_ce_0: 0.4458 loss_bbox_0: 0.2735 loss_giou_0: 0.492 loss_ce_1: 0.348 loss_bbox_1: 0.1934 loss_giou_1: 0.3775 loss_ce_2: 0.2924 loss_bbox_2: 0.1733 loss_giou_2: 0.3475 loss_ce_3: 0.2523 loss_bbox_3: 0.1661 loss_giou_3: 0.3299 loss_ce_4: 0.235 loss_bbox_4: 0.1576 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:27] d2.utils.events INFO: eta: 6:01:01 iter: 372479 total_loss: 4.94 loss_ce: 0.21 loss_bbox: 0.1548 loss_giou: 0.3082 loss_ce_0: 0.447 loss_bbox_0: 0.272 loss_giou_0: 0.4989 loss_ce_1: 0.3266 loss_bbox_1: 0.1926 loss_giou_1: 0.3548 loss_ce_2: 0.2666 loss_bbox_2: 0.1793 loss_giou_2: 0.3265 loss_ce_3: 0.2331 loss_bbox_3: 0.1671 loss_giou_3: 0.316 loss_ce_4: 0.2183 loss_bbox_4: 0.1589 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:33] d2.utils.events INFO: eta: 6:00:51 iter: 372499 total_loss: 4.843 loss_ce: 0.2114 loss_bbox: 0.1539 loss_giou: 0.3115 loss_ce_0: 0.4354 loss_bbox_0: 0.2782 loss_giou_0: 0.4732 loss_ce_1: 0.3211 loss_bbox_1: 0.1861 loss_giou_1: 0.3447 loss_ce_2: 0.2642 loss_bbox_2: 0.1685 loss_giou_2: 0.328 loss_ce_3: 0.2312 loss_bbox_3: 0.1613 loss_giou_3: 0.3154 loss_ce_4: 0.2138 loss_bbox_4: 0.1556 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:39] d2.utils.events INFO: eta: 6:00:45 iter: 372519 total_loss: 4.781 loss_ce: 0.2004 loss_bbox: 0.1699 loss_giou: 0.3036 loss_ce_0: 0.4323 loss_bbox_0: 0.2811 loss_giou_0: 0.4686 loss_ce_1: 0.3083 loss_bbox_1: 0.1968 loss_giou_1: 0.3501 loss_ce_2: 0.2495 loss_bbox_2: 0.1843 loss_giou_2: 0.3238 loss_ce_3: 0.2214 loss_bbox_3: 0.1789 loss_giou_3: 0.3174 loss_ce_4: 0.2028 loss_bbox_4: 0.1731 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:44] d2.utils.events INFO: eta: 6:00:37 iter: 372539 total_loss: 4.894 loss_ce: 0.2107 loss_bbox: 0.1568 loss_giou: 0.3158 loss_ce_0: 0.4355 loss_bbox_0: 0.2762 loss_giou_0: 0.478 loss_ce_1: 0.3263 loss_bbox_1: 0.1921 loss_giou_1: 0.3553 loss_ce_2: 0.2659 loss_bbox_2: 0.1682 loss_giou_2: 0.3318 loss_ce_3: 0.2263 loss_bbox_3: 0.1647 loss_giou_3: 0.3215 loss_ce_4: 0.22 loss_bbox_4: 0.1622 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:50] d2.utils.events INFO: eta: 6:00:34 iter: 372559 total_loss: 4.702 loss_ce: 0.2 loss_bbox: 0.1533 loss_giou: 0.3012 loss_ce_0: 0.4404 loss_bbox_0: 0.2654 loss_giou_0: 0.4785 loss_ce_1: 0.3116 loss_bbox_1: 0.1983 loss_giou_1: 0.3424 loss_ce_2: 0.2472 loss_bbox_2: 0.1718 loss_giou_2: 0.3182 loss_ce_3: 0.2125 loss_bbox_3: 0.1613 loss_giou_3: 0.3121 loss_ce_4: 0.203 loss_bbox_4: 0.1554 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0165 lr: 2.5e-06 max_mem: 5427M [11/03 19:37:56] d2.utils.events INFO: eta: 6:00:30 iter: 372579 total_loss: 4.688 loss_ce: 0.2017 loss_bbox: 0.1646 loss_giou: 0.2932 loss_ce_0: 0.4241 loss_bbox_0: 0.27 loss_giou_0: 0.4628 loss_ce_1: 0.3152 loss_bbox_1: 0.1884 loss_giou_1: 0.3418 loss_ce_2: 0.2537 loss_bbox_2: 0.1741 loss_giou_2: 0.3159 loss_ce_3: 0.2209 loss_bbox_3: 0.1695 loss_giou_3: 0.306 loss_ce_4: 0.2082 loss_bbox_4: 0.1639 loss_giou_4: 0.2993 time: 0.2800 data_time: 0.0189 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:01] d2.utils.events INFO: eta: 6:00:23 iter: 372599 total_loss: 4.927 loss_ce: 0.2254 loss_bbox: 0.1598 loss_giou: 0.3138 loss_ce_0: 0.443 loss_bbox_0: 0.2653 loss_giou_0: 0.4874 loss_ce_1: 0.3281 loss_bbox_1: 0.1814 loss_giou_1: 0.3591 loss_ce_2: 0.2757 loss_bbox_2: 0.1706 loss_giou_2: 0.3279 loss_ce_3: 0.2405 loss_bbox_3: 0.1661 loss_giou_3: 0.3217 loss_ce_4: 0.2309 loss_bbox_4: 0.161 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:07] d2.utils.events INFO: eta: 6:00:23 iter: 372619 total_loss: 4.777 loss_ce: 0.2203 loss_bbox: 0.1575 loss_giou: 0.2964 loss_ce_0: 0.4381 loss_bbox_0: 0.2625 loss_giou_0: 0.4543 loss_ce_1: 0.3267 loss_bbox_1: 0.1838 loss_giou_1: 0.3403 loss_ce_2: 0.2679 loss_bbox_2: 0.1664 loss_giou_2: 0.3193 loss_ce_3: 0.2447 loss_bbox_3: 0.1602 loss_giou_3: 0.3101 loss_ce_4: 0.223 loss_bbox_4: 0.1563 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:13] d2.utils.events INFO: eta: 6:00:18 iter: 372639 total_loss: 5.004 loss_ce: 0.2232 loss_bbox: 0.1635 loss_giou: 0.3181 loss_ce_0: 0.4491 loss_bbox_0: 0.2802 loss_giou_0: 0.4943 loss_ce_1: 0.3361 loss_bbox_1: 0.1894 loss_giou_1: 0.3685 loss_ce_2: 0.2795 loss_bbox_2: 0.1749 loss_giou_2: 0.3386 loss_ce_3: 0.2342 loss_bbox_3: 0.1738 loss_giou_3: 0.3282 loss_ce_4: 0.2173 loss_bbox_4: 0.1659 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:19] d2.utils.events INFO: eta: 6:00:21 iter: 372659 total_loss: 4.82 loss_ce: 0.2067 loss_bbox: 0.1618 loss_giou: 0.3015 loss_ce_0: 0.4335 loss_bbox_0: 0.2754 loss_giou_0: 0.4553 loss_ce_1: 0.3299 loss_bbox_1: 0.1956 loss_giou_1: 0.3409 loss_ce_2: 0.2741 loss_bbox_2: 0.178 loss_giou_2: 0.317 loss_ce_3: 0.2322 loss_bbox_3: 0.1666 loss_giou_3: 0.3095 loss_ce_4: 0.2044 loss_bbox_4: 0.1652 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:24] d2.utils.events INFO: eta: 6:00:06 iter: 372679 total_loss: 4.983 loss_ce: 0.2149 loss_bbox: 0.1681 loss_giou: 0.3103 loss_ce_0: 0.4364 loss_bbox_0: 0.2788 loss_giou_0: 0.4481 loss_ce_1: 0.3262 loss_bbox_1: 0.1985 loss_giou_1: 0.3494 loss_ce_2: 0.2578 loss_bbox_2: 0.1775 loss_giou_2: 0.3206 loss_ce_3: 0.2289 loss_bbox_3: 0.1716 loss_giou_3: 0.3202 loss_ce_4: 0.2178 loss_bbox_4: 0.1673 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:30] d2.utils.events INFO: eta: 6:00:15 iter: 372699 total_loss: 4.921 loss_ce: 0.2019 loss_bbox: 0.1611 loss_giou: 0.3007 loss_ce_0: 0.4382 loss_bbox_0: 0.2753 loss_giou_0: 0.47 loss_ce_1: 0.3122 loss_bbox_1: 0.1912 loss_giou_1: 0.3467 loss_ce_2: 0.2467 loss_bbox_2: 0.1705 loss_giou_2: 0.3232 loss_ce_3: 0.2175 loss_bbox_3: 0.167 loss_giou_3: 0.3119 loss_ce_4: 0.2064 loss_bbox_4: 0.1599 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0319 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:36] d2.utils.events INFO: eta: 6:00:10 iter: 372719 total_loss: 4.833 loss_ce: 0.1914 loss_bbox: 0.1545 loss_giou: 0.3163 loss_ce_0: 0.419 loss_bbox_0: 0.254 loss_giou_0: 0.4932 loss_ce_1: 0.3079 loss_bbox_1: 0.1791 loss_giou_1: 0.3734 loss_ce_2: 0.2464 loss_bbox_2: 0.1629 loss_giou_2: 0.3358 loss_ce_3: 0.2088 loss_bbox_3: 0.1604 loss_giou_3: 0.3324 loss_ce_4: 0.1896 loss_bbox_4: 0.1579 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:41] d2.utils.events INFO: eta: 6:00:16 iter: 372739 total_loss: 4.816 loss_ce: 0.2076 loss_bbox: 0.1551 loss_giou: 0.3037 loss_ce_0: 0.4229 loss_bbox_0: 0.2729 loss_giou_0: 0.4426 loss_ce_1: 0.3124 loss_bbox_1: 0.1857 loss_giou_1: 0.3421 loss_ce_2: 0.2497 loss_bbox_2: 0.1693 loss_giou_2: 0.3134 loss_ce_3: 0.2177 loss_bbox_3: 0.1597 loss_giou_3: 0.3115 loss_ce_4: 0.2105 loss_bbox_4: 0.1577 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:47] d2.utils.events INFO: eta: 6:00:18 iter: 372759 total_loss: 4.898 loss_ce: 0.2079 loss_bbox: 0.1499 loss_giou: 0.3144 loss_ce_0: 0.4145 loss_bbox_0: 0.2522 loss_giou_0: 0.471 loss_ce_1: 0.3243 loss_bbox_1: 0.1698 loss_giou_1: 0.3492 loss_ce_2: 0.2537 loss_bbox_2: 0.1527 loss_giou_2: 0.3162 loss_ce_3: 0.2212 loss_bbox_3: 0.1519 loss_giou_3: 0.3159 loss_ce_4: 0.2027 loss_bbox_4: 0.1484 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:53] d2.utils.events INFO: eta: 6:00:06 iter: 372779 total_loss: 4.977 loss_ce: 0.2135 loss_bbox: 0.1646 loss_giou: 0.3083 loss_ce_0: 0.4294 loss_bbox_0: 0.2837 loss_giou_0: 0.4766 loss_ce_1: 0.3251 loss_bbox_1: 0.1945 loss_giou_1: 0.3608 loss_ce_2: 0.2666 loss_bbox_2: 0.1778 loss_giou_2: 0.3308 loss_ce_3: 0.2292 loss_bbox_3: 0.1709 loss_giou_3: 0.3224 loss_ce_4: 0.2211 loss_bbox_4: 0.1667 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 19:38:58] d2.utils.events INFO: eta: 6:00:00 iter: 372799 total_loss: 4.704 loss_ce: 0.1905 loss_bbox: 0.1467 loss_giou: 0.2981 loss_ce_0: 0.4443 loss_bbox_0: 0.263 loss_giou_0: 0.4754 loss_ce_1: 0.3204 loss_bbox_1: 0.1733 loss_giou_1: 0.3482 loss_ce_2: 0.2532 loss_bbox_2: 0.1587 loss_giou_2: 0.3165 loss_ce_3: 0.216 loss_bbox_3: 0.1503 loss_giou_3: 0.3135 loss_ce_4: 0.1971 loss_bbox_4: 0.1469 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:04] d2.utils.events INFO: eta: 5:59:56 iter: 372819 total_loss: 4.588 loss_ce: 0.213 loss_bbox: 0.1522 loss_giou: 0.2935 loss_ce_0: 0.4257 loss_bbox_0: 0.2579 loss_giou_0: 0.4375 loss_ce_1: 0.3154 loss_bbox_1: 0.1764 loss_giou_1: 0.3378 loss_ce_2: 0.2593 loss_bbox_2: 0.1655 loss_giou_2: 0.3142 loss_ce_3: 0.2319 loss_bbox_3: 0.1639 loss_giou_3: 0.3023 loss_ce_4: 0.2234 loss_bbox_4: 0.158 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:10] d2.utils.events INFO: eta: 5:59:49 iter: 372839 total_loss: 4.922 loss_ce: 0.2097 loss_bbox: 0.1565 loss_giou: 0.3026 loss_ce_0: 0.4409 loss_bbox_0: 0.2746 loss_giou_0: 0.4728 loss_ce_1: 0.3263 loss_bbox_1: 0.1868 loss_giou_1: 0.3511 loss_ce_2: 0.2651 loss_bbox_2: 0.1707 loss_giou_2: 0.3232 loss_ce_3: 0.2316 loss_bbox_3: 0.1631 loss_giou_3: 0.3204 loss_ce_4: 0.2219 loss_bbox_4: 0.1588 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:15] d2.utils.events INFO: eta: 5:59:48 iter: 372859 total_loss: 4.571 loss_ce: 0.2039 loss_bbox: 0.1498 loss_giou: 0.2797 loss_ce_0: 0.4278 loss_bbox_0: 0.2594 loss_giou_0: 0.4417 loss_ce_1: 0.3043 loss_bbox_1: 0.1774 loss_giou_1: 0.3293 loss_ce_2: 0.2505 loss_bbox_2: 0.1628 loss_giou_2: 0.2984 loss_ce_3: 0.2204 loss_bbox_3: 0.1567 loss_giou_3: 0.2908 loss_ce_4: 0.2035 loss_bbox_4: 0.1494 loss_giou_4: 0.2842 time: 0.2800 data_time: 0.0198 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:21] d2.utils.events INFO: eta: 5:59:53 iter: 372879 total_loss: 4.969 loss_ce: 0.2118 loss_bbox: 0.155 loss_giou: 0.3156 loss_ce_0: 0.4583 loss_bbox_0: 0.2668 loss_giou_0: 0.4885 loss_ce_1: 0.3323 loss_bbox_1: 0.1762 loss_giou_1: 0.3533 loss_ce_2: 0.2636 loss_bbox_2: 0.1628 loss_giou_2: 0.3295 loss_ce_3: 0.232 loss_bbox_3: 0.156 loss_giou_3: 0.3184 loss_ce_4: 0.2035 loss_bbox_4: 0.1549 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0181 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:27] d2.utils.events INFO: eta: 5:59:55 iter: 372899 total_loss: 4.799 loss_ce: 0.2072 loss_bbox: 0.1483 loss_giou: 0.2994 loss_ce_0: 0.4318 loss_bbox_0: 0.2675 loss_giou_0: 0.475 loss_ce_1: 0.3089 loss_bbox_1: 0.1741 loss_giou_1: 0.3479 loss_ce_2: 0.2593 loss_bbox_2: 0.162 loss_giou_2: 0.3212 loss_ce_3: 0.2228 loss_bbox_3: 0.1575 loss_giou_3: 0.3065 loss_ce_4: 0.2158 loss_bbox_4: 0.1505 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:32] d2.utils.events INFO: eta: 5:59:58 iter: 372919 total_loss: 4.864 loss_ce: 0.2075 loss_bbox: 0.1502 loss_giou: 0.315 loss_ce_0: 0.4369 loss_bbox_0: 0.2661 loss_giou_0: 0.482 loss_ce_1: 0.321 loss_bbox_1: 0.177 loss_giou_1: 0.351 loss_ce_2: 0.2657 loss_bbox_2: 0.161 loss_giou_2: 0.334 loss_ce_3: 0.232 loss_bbox_3: 0.1572 loss_giou_3: 0.3225 loss_ce_4: 0.2099 loss_bbox_4: 0.1527 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:38] d2.utils.events INFO: eta: 5:59:52 iter: 372939 total_loss: 5.089 loss_ce: 0.2175 loss_bbox: 0.1731 loss_giou: 0.3256 loss_ce_0: 0.4341 loss_bbox_0: 0.266 loss_giou_0: 0.497 loss_ce_1: 0.3307 loss_bbox_1: 0.1946 loss_giou_1: 0.372 loss_ce_2: 0.2634 loss_bbox_2: 0.1821 loss_giou_2: 0.3435 loss_ce_3: 0.2361 loss_bbox_3: 0.1748 loss_giou_3: 0.3382 loss_ce_4: 0.217 loss_bbox_4: 0.1783 loss_giou_4: 0.3306 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:44] d2.utils.events INFO: eta: 5:59:44 iter: 372959 total_loss: 4.969 loss_ce: 0.2218 loss_bbox: 0.1672 loss_giou: 0.3176 loss_ce_0: 0.4313 loss_bbox_0: 0.2833 loss_giou_0: 0.4808 loss_ce_1: 0.3227 loss_bbox_1: 0.2078 loss_giou_1: 0.3637 loss_ce_2: 0.2647 loss_bbox_2: 0.1851 loss_giou_2: 0.3407 loss_ce_3: 0.2327 loss_bbox_3: 0.173 loss_giou_3: 0.3282 loss_ce_4: 0.2249 loss_bbox_4: 0.1703 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:49] d2.utils.events INFO: eta: 5:59:40 iter: 372979 total_loss: 4.866 loss_ce: 0.2057 loss_bbox: 0.1506 loss_giou: 0.2966 loss_ce_0: 0.4346 loss_bbox_0: 0.2675 loss_giou_0: 0.4636 loss_ce_1: 0.3223 loss_bbox_1: 0.1888 loss_giou_1: 0.3395 loss_ce_2: 0.2578 loss_bbox_2: 0.1655 loss_giou_2: 0.3153 loss_ce_3: 0.2192 loss_bbox_3: 0.1581 loss_giou_3: 0.3064 loss_ce_4: 0.2088 loss_bbox_4: 0.1534 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 19:39:55] d2.utils.events INFO: eta: 5:59:40 iter: 372999 total_loss: 4.98 loss_ce: 0.2126 loss_bbox: 0.1625 loss_giou: 0.3228 loss_ce_0: 0.4385 loss_bbox_0: 0.2745 loss_giou_0: 0.5082 loss_ce_1: 0.3213 loss_bbox_1: 0.1928 loss_giou_1: 0.3653 loss_ce_2: 0.2607 loss_bbox_2: 0.1749 loss_giou_2: 0.34 loss_ce_3: 0.2225 loss_bbox_3: 0.1699 loss_giou_3: 0.3291 loss_ce_4: 0.2157 loss_bbox_4: 0.1655 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:01] d2.utils.events INFO: eta: 5:59:41 iter: 373019 total_loss: 5.134 loss_ce: 0.2246 loss_bbox: 0.1492 loss_giou: 0.3211 loss_ce_0: 0.4465 loss_bbox_0: 0.2675 loss_giou_0: 0.5114 loss_ce_1: 0.3262 loss_bbox_1: 0.1934 loss_giou_1: 0.3694 loss_ce_2: 0.2769 loss_bbox_2: 0.1708 loss_giou_2: 0.3512 loss_ce_3: 0.2368 loss_bbox_3: 0.1565 loss_giou_3: 0.3356 loss_ce_4: 0.232 loss_bbox_4: 0.1554 loss_giou_4: 0.3278 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:06] d2.utils.events INFO: eta: 5:59:36 iter: 373039 total_loss: 4.792 loss_ce: 0.207 loss_bbox: 0.1525 loss_giou: 0.3062 loss_ce_0: 0.425 loss_bbox_0: 0.263 loss_giou_0: 0.4614 loss_ce_1: 0.3011 loss_bbox_1: 0.1826 loss_giou_1: 0.357 loss_ce_2: 0.245 loss_bbox_2: 0.1632 loss_giou_2: 0.3294 loss_ce_3: 0.2137 loss_bbox_3: 0.159 loss_giou_3: 0.3178 loss_ce_4: 0.2062 loss_bbox_4: 0.153 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:12] d2.utils.events INFO: eta: 5:59:38 iter: 373059 total_loss: 4.856 loss_ce: 0.2135 loss_bbox: 0.154 loss_giou: 0.3041 loss_ce_0: 0.4385 loss_bbox_0: 0.2784 loss_giou_0: 0.4751 loss_ce_1: 0.3256 loss_bbox_1: 0.1943 loss_giou_1: 0.3541 loss_ce_2: 0.258 loss_bbox_2: 0.1725 loss_giou_2: 0.3213 loss_ce_3: 0.2393 loss_bbox_3: 0.1627 loss_giou_3: 0.3114 loss_ce_4: 0.221 loss_bbox_4: 0.1571 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:18] d2.utils.events INFO: eta: 5:59:43 iter: 373079 total_loss: 4.967 loss_ce: 0.2212 loss_bbox: 0.1717 loss_giou: 0.3218 loss_ce_0: 0.4436 loss_bbox_0: 0.264 loss_giou_0: 0.4831 loss_ce_1: 0.3272 loss_bbox_1: 0.201 loss_giou_1: 0.3594 loss_ce_2: 0.2735 loss_bbox_2: 0.1792 loss_giou_2: 0.3364 loss_ce_3: 0.2446 loss_bbox_3: 0.1788 loss_giou_3: 0.3281 loss_ce_4: 0.2225 loss_bbox_4: 0.1741 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:23] d2.utils.events INFO: eta: 5:59:37 iter: 373099 total_loss: 4.673 loss_ce: 0.2126 loss_bbox: 0.141 loss_giou: 0.2998 loss_ce_0: 0.4255 loss_bbox_0: 0.2504 loss_giou_0: 0.463 loss_ce_1: 0.3238 loss_bbox_1: 0.1685 loss_giou_1: 0.3422 loss_ce_2: 0.2591 loss_bbox_2: 0.1547 loss_giou_2: 0.3122 loss_ce_3: 0.2249 loss_bbox_3: 0.1457 loss_giou_3: 0.3099 loss_ce_4: 0.2137 loss_bbox_4: 0.1436 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:29] d2.utils.events INFO: eta: 5:59:31 iter: 373119 total_loss: 4.791 loss_ce: 0.2068 loss_bbox: 0.1486 loss_giou: 0.3096 loss_ce_0: 0.4213 loss_bbox_0: 0.2561 loss_giou_0: 0.4889 loss_ce_1: 0.3 loss_bbox_1: 0.1776 loss_giou_1: 0.3439 loss_ce_2: 0.2448 loss_bbox_2: 0.1602 loss_giou_2: 0.3193 loss_ce_3: 0.2107 loss_bbox_3: 0.1545 loss_giou_3: 0.3141 loss_ce_4: 0.2042 loss_bbox_4: 0.1522 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:35] d2.utils.events INFO: eta: 5:59:27 iter: 373139 total_loss: 4.909 loss_ce: 0.1992 loss_bbox: 0.16 loss_giou: 0.3189 loss_ce_0: 0.4482 loss_bbox_0: 0.2698 loss_giou_0: 0.5025 loss_ce_1: 0.3248 loss_bbox_1: 0.1959 loss_giou_1: 0.3622 loss_ce_2: 0.2527 loss_bbox_2: 0.1741 loss_giou_2: 0.3374 loss_ce_3: 0.2216 loss_bbox_3: 0.1666 loss_giou_3: 0.3291 loss_ce_4: 0.2017 loss_bbox_4: 0.1626 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:40] d2.utils.events INFO: eta: 5:59:20 iter: 373159 total_loss: 4.977 loss_ce: 0.2139 loss_bbox: 0.1523 loss_giou: 0.311 loss_ce_0: 0.4429 loss_bbox_0: 0.2591 loss_giou_0: 0.482 loss_ce_1: 0.3097 loss_bbox_1: 0.1857 loss_giou_1: 0.3562 loss_ce_2: 0.2578 loss_bbox_2: 0.1641 loss_giou_2: 0.338 loss_ce_3: 0.225 loss_bbox_3: 0.1607 loss_giou_3: 0.3205 loss_ce_4: 0.2205 loss_bbox_4: 0.1555 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:46] d2.utils.events INFO: eta: 5:59:14 iter: 373179 total_loss: 4.869 loss_ce: 0.2268 loss_bbox: 0.1469 loss_giou: 0.3054 loss_ce_0: 0.44 loss_bbox_0: 0.269 loss_giou_0: 0.4728 loss_ce_1: 0.3418 loss_bbox_1: 0.1812 loss_giou_1: 0.3543 loss_ce_2: 0.277 loss_bbox_2: 0.1562 loss_giou_2: 0.3205 loss_ce_3: 0.2379 loss_bbox_3: 0.1509 loss_giou_3: 0.317 loss_ce_4: 0.2287 loss_bbox_4: 0.15 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:52] d2.utils.events INFO: eta: 5:59:12 iter: 373199 total_loss: 4.633 loss_ce: 0.2062 loss_bbox: 0.1574 loss_giou: 0.2959 loss_ce_0: 0.4286 loss_bbox_0: 0.2772 loss_giou_0: 0.4366 loss_ce_1: 0.3146 loss_bbox_1: 0.1887 loss_giou_1: 0.3255 loss_ce_2: 0.267 loss_bbox_2: 0.1821 loss_giou_2: 0.3028 loss_ce_3: 0.2289 loss_bbox_3: 0.1719 loss_giou_3: 0.2995 loss_ce_4: 0.2135 loss_bbox_4: 0.1593 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 19:40:57] d2.utils.events INFO: eta: 5:59:08 iter: 373219 total_loss: 4.725 loss_ce: 0.1986 loss_bbox: 0.1597 loss_giou: 0.2923 loss_ce_0: 0.4157 loss_bbox_0: 0.2682 loss_giou_0: 0.4521 loss_ce_1: 0.2914 loss_bbox_1: 0.1863 loss_giou_1: 0.3358 loss_ce_2: 0.2474 loss_bbox_2: 0.1722 loss_giou_2: 0.3108 loss_ce_3: 0.22 loss_bbox_3: 0.1655 loss_giou_3: 0.308 loss_ce_4: 0.2085 loss_bbox_4: 0.1626 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:03] d2.utils.events INFO: eta: 5:59:03 iter: 373239 total_loss: 4.922 loss_ce: 0.221 loss_bbox: 0.1564 loss_giou: 0.312 loss_ce_0: 0.4462 loss_bbox_0: 0.2704 loss_giou_0: 0.492 loss_ce_1: 0.3452 loss_bbox_1: 0.1836 loss_giou_1: 0.3559 loss_ce_2: 0.2684 loss_bbox_2: 0.1678 loss_giou_2: 0.3338 loss_ce_3: 0.2356 loss_bbox_3: 0.1636 loss_giou_3: 0.3249 loss_ce_4: 0.2208 loss_bbox_4: 0.1596 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:09] d2.utils.events INFO: eta: 5:58:55 iter: 373259 total_loss: 5.018 loss_ce: 0.2204 loss_bbox: 0.1565 loss_giou: 0.3238 loss_ce_0: 0.4276 loss_bbox_0: 0.2561 loss_giou_0: 0.4907 loss_ce_1: 0.3287 loss_bbox_1: 0.1795 loss_giou_1: 0.3629 loss_ce_2: 0.2647 loss_bbox_2: 0.1647 loss_giou_2: 0.3382 loss_ce_3: 0.2414 loss_bbox_3: 0.1603 loss_giou_3: 0.333 loss_ce_4: 0.2277 loss_bbox_4: 0.1563 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:14] d2.utils.events INFO: eta: 5:58:52 iter: 373279 total_loss: 4.583 loss_ce: 0.1974 loss_bbox: 0.1568 loss_giou: 0.2942 loss_ce_0: 0.4271 loss_bbox_0: 0.2638 loss_giou_0: 0.4533 loss_ce_1: 0.3178 loss_bbox_1: 0.1844 loss_giou_1: 0.3273 loss_ce_2: 0.2598 loss_bbox_2: 0.1699 loss_giou_2: 0.3025 loss_ce_3: 0.2222 loss_bbox_3: 0.1667 loss_giou_3: 0.2931 loss_ce_4: 0.2032 loss_bbox_4: 0.1577 loss_giou_4: 0.2919 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:20] d2.utils.events INFO: eta: 5:58:49 iter: 373299 total_loss: 5.018 loss_ce: 0.2101 loss_bbox: 0.1613 loss_giou: 0.3176 loss_ce_0: 0.4356 loss_bbox_0: 0.2806 loss_giou_0: 0.4956 loss_ce_1: 0.3321 loss_bbox_1: 0.1923 loss_giou_1: 0.3731 loss_ce_2: 0.2577 loss_bbox_2: 0.1725 loss_giou_2: 0.3446 loss_ce_3: 0.2306 loss_bbox_3: 0.1641 loss_giou_3: 0.331 loss_ce_4: 0.2161 loss_bbox_4: 0.1634 loss_giou_4: 0.3259 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:26] d2.utils.events INFO: eta: 5:58:44 iter: 373319 total_loss: 4.913 loss_ce: 0.2138 loss_bbox: 0.1446 loss_giou: 0.3171 loss_ce_0: 0.4491 loss_bbox_0: 0.2652 loss_giou_0: 0.4908 loss_ce_1: 0.3286 loss_bbox_1: 0.1838 loss_giou_1: 0.3615 loss_ce_2: 0.2757 loss_bbox_2: 0.1651 loss_giou_2: 0.336 loss_ce_3: 0.2385 loss_bbox_3: 0.1577 loss_giou_3: 0.3302 loss_ce_4: 0.221 loss_bbox_4: 0.1509 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:31] d2.utils.events INFO: eta: 5:58:38 iter: 373339 total_loss: 4.835 loss_ce: 0.2077 loss_bbox: 0.1556 loss_giou: 0.3153 loss_ce_0: 0.4401 loss_bbox_0: 0.2568 loss_giou_0: 0.4693 loss_ce_1: 0.3172 loss_bbox_1: 0.1789 loss_giou_1: 0.3481 loss_ce_2: 0.2548 loss_bbox_2: 0.1614 loss_giou_2: 0.3226 loss_ce_3: 0.2246 loss_bbox_3: 0.1577 loss_giou_3: 0.3222 loss_ce_4: 0.2103 loss_bbox_4: 0.1564 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:37] d2.utils.events INFO: eta: 5:58:33 iter: 373359 total_loss: 4.942 loss_ce: 0.2025 loss_bbox: 0.1506 loss_giou: 0.3168 loss_ce_0: 0.4424 loss_bbox_0: 0.2734 loss_giou_0: 0.5029 loss_ce_1: 0.3307 loss_bbox_1: 0.1802 loss_giou_1: 0.3653 loss_ce_2: 0.2602 loss_bbox_2: 0.1619 loss_giou_2: 0.3371 loss_ce_3: 0.2214 loss_bbox_3: 0.1554 loss_giou_3: 0.3268 loss_ce_4: 0.2139 loss_bbox_4: 0.1515 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:43] d2.utils.events INFO: eta: 5:58:28 iter: 373379 total_loss: 4.846 loss_ce: 0.2139 loss_bbox: 0.1463 loss_giou: 0.2977 loss_ce_0: 0.4266 loss_bbox_0: 0.2634 loss_giou_0: 0.4553 loss_ce_1: 0.3348 loss_bbox_1: 0.1765 loss_giou_1: 0.3368 loss_ce_2: 0.2722 loss_bbox_2: 0.1623 loss_giou_2: 0.3126 loss_ce_3: 0.2275 loss_bbox_3: 0.1573 loss_giou_3: 0.3096 loss_ce_4: 0.2151 loss_bbox_4: 0.1504 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:48] d2.utils.events INFO: eta: 5:58:23 iter: 373399 total_loss: 4.692 loss_ce: 0.1962 loss_bbox: 0.1542 loss_giou: 0.2975 loss_ce_0: 0.4149 loss_bbox_0: 0.2729 loss_giou_0: 0.4865 loss_ce_1: 0.2999 loss_bbox_1: 0.1797 loss_giou_1: 0.343 loss_ce_2: 0.2368 loss_bbox_2: 0.1596 loss_giou_2: 0.317 loss_ce_3: 0.21 loss_bbox_3: 0.1624 loss_giou_3: 0.3099 loss_ce_4: 0.1935 loss_bbox_4: 0.1535 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 19:41:54] d2.utils.events INFO: eta: 5:58:28 iter: 373419 total_loss: 4.613 loss_ce: 0.1865 loss_bbox: 0.1532 loss_giou: 0.291 loss_ce_0: 0.4176 loss_bbox_0: 0.2615 loss_giou_0: 0.4475 loss_ce_1: 0.2967 loss_bbox_1: 0.1818 loss_giou_1: 0.3394 loss_ce_2: 0.24 loss_bbox_2: 0.1601 loss_giou_2: 0.3102 loss_ce_3: 0.2091 loss_bbox_3: 0.1552 loss_giou_3: 0.3005 loss_ce_4: 0.1904 loss_bbox_4: 0.1547 loss_giou_4: 0.2902 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:00] d2.utils.events INFO: eta: 5:58:22 iter: 373439 total_loss: 4.581 loss_ce: 0.1943 loss_bbox: 0.1551 loss_giou: 0.2761 loss_ce_0: 0.408 loss_bbox_0: 0.2737 loss_giou_0: 0.4624 loss_ce_1: 0.309 loss_bbox_1: 0.1847 loss_giou_1: 0.3316 loss_ce_2: 0.2439 loss_bbox_2: 0.1744 loss_giou_2: 0.2988 loss_ce_3: 0.2087 loss_bbox_3: 0.1624 loss_giou_3: 0.2882 loss_ce_4: 0.1972 loss_bbox_4: 0.1583 loss_giou_4: 0.2832 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:05] d2.utils.events INFO: eta: 5:58:20 iter: 373459 total_loss: 4.798 loss_ce: 0.2184 loss_bbox: 0.1528 loss_giou: 0.2998 loss_ce_0: 0.4569 loss_bbox_0: 0.2582 loss_giou_0: 0.4678 loss_ce_1: 0.3226 loss_bbox_1: 0.1854 loss_giou_1: 0.3404 loss_ce_2: 0.2742 loss_bbox_2: 0.1633 loss_giou_2: 0.3194 loss_ce_3: 0.2474 loss_bbox_3: 0.1585 loss_giou_3: 0.3103 loss_ce_4: 0.2247 loss_bbox_4: 0.1543 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:11] d2.utils.events INFO: eta: 5:58:08 iter: 373479 total_loss: 4.863 loss_ce: 0.2072 loss_bbox: 0.15 loss_giou: 0.2954 loss_ce_0: 0.4226 loss_bbox_0: 0.2642 loss_giou_0: 0.4459 loss_ce_1: 0.3118 loss_bbox_1: 0.1834 loss_giou_1: 0.3321 loss_ce_2: 0.2605 loss_bbox_2: 0.1692 loss_giou_2: 0.3162 loss_ce_3: 0.2289 loss_bbox_3: 0.1607 loss_giou_3: 0.3017 loss_ce_4: 0.2231 loss_bbox_4: 0.1563 loss_giou_4: 0.2986 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:17] d2.utils.events INFO: eta: 5:58:02 iter: 373499 total_loss: 4.659 loss_ce: 0.1988 loss_bbox: 0.1512 loss_giou: 0.3075 loss_ce_0: 0.4263 loss_bbox_0: 0.2727 loss_giou_0: 0.4967 loss_ce_1: 0.3043 loss_bbox_1: 0.1783 loss_giou_1: 0.3445 loss_ce_2: 0.2574 loss_bbox_2: 0.1639 loss_giou_2: 0.3121 loss_ce_3: 0.2243 loss_bbox_3: 0.1555 loss_giou_3: 0.3093 loss_ce_4: 0.2021 loss_bbox_4: 0.1561 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0202 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:22] d2.utils.events INFO: eta: 5:57:51 iter: 373519 total_loss: 5.02 loss_ce: 0.2144 loss_bbox: 0.1578 loss_giou: 0.3044 loss_ce_0: 0.4424 loss_bbox_0: 0.269 loss_giou_0: 0.4518 loss_ce_1: 0.331 loss_bbox_1: 0.1863 loss_giou_1: 0.3504 loss_ce_2: 0.2601 loss_bbox_2: 0.1709 loss_giou_2: 0.3138 loss_ce_3: 0.2327 loss_bbox_3: 0.1629 loss_giou_3: 0.31 loss_ce_4: 0.2201 loss_bbox_4: 0.1608 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:28] d2.utils.events INFO: eta: 5:57:45 iter: 373539 total_loss: 4.622 loss_ce: 0.1941 loss_bbox: 0.153 loss_giou: 0.2836 loss_ce_0: 0.4148 loss_bbox_0: 0.263 loss_giou_0: 0.4557 loss_ce_1: 0.2921 loss_bbox_1: 0.1814 loss_giou_1: 0.3291 loss_ce_2: 0.2423 loss_bbox_2: 0.1667 loss_giou_2: 0.3065 loss_ce_3: 0.2095 loss_bbox_3: 0.1621 loss_giou_3: 0.2913 loss_ce_4: 0.1995 loss_bbox_4: 0.1578 loss_giou_4: 0.2907 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:34] d2.utils.events INFO: eta: 5:57:39 iter: 373559 total_loss: 4.834 loss_ce: 0.2077 loss_bbox: 0.1612 loss_giou: 0.3068 loss_ce_0: 0.4306 loss_bbox_0: 0.2729 loss_giou_0: 0.4724 loss_ce_1: 0.3128 loss_bbox_1: 0.1937 loss_giou_1: 0.3352 loss_ce_2: 0.2567 loss_bbox_2: 0.1745 loss_giou_2: 0.316 loss_ce_3: 0.2151 loss_bbox_3: 0.1649 loss_giou_3: 0.314 loss_ce_4: 0.2116 loss_bbox_4: 0.1633 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0326 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:39] d2.utils.events INFO: eta: 5:57:31 iter: 373579 total_loss: 4.908 loss_ce: 0.1977 loss_bbox: 0.161 loss_giou: 0.3176 loss_ce_0: 0.4259 loss_bbox_0: 0.2648 loss_giou_0: 0.4947 loss_ce_1: 0.3145 loss_bbox_1: 0.1908 loss_giou_1: 0.3616 loss_ce_2: 0.2604 loss_bbox_2: 0.1705 loss_giou_2: 0.3326 loss_ce_3: 0.224 loss_bbox_3: 0.162 loss_giou_3: 0.3259 loss_ce_4: 0.2083 loss_bbox_4: 0.1609 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:45] d2.utils.events INFO: eta: 5:57:26 iter: 373599 total_loss: 4.463 loss_ce: 0.1791 loss_bbox: 0.1518 loss_giou: 0.2867 loss_ce_0: 0.4251 loss_bbox_0: 0.2525 loss_giou_0: 0.4322 loss_ce_1: 0.3077 loss_bbox_1: 0.1741 loss_giou_1: 0.3235 loss_ce_2: 0.2429 loss_bbox_2: 0.1606 loss_giou_2: 0.3046 loss_ce_3: 0.2008 loss_bbox_3: 0.1528 loss_giou_3: 0.2929 loss_ce_4: 0.1788 loss_bbox_4: 0.1528 loss_giou_4: 0.2907 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:51] d2.utils.events INFO: eta: 5:57:20 iter: 373619 total_loss: 4.923 loss_ce: 0.2116 loss_bbox: 0.1575 loss_giou: 0.3113 loss_ce_0: 0.4537 loss_bbox_0: 0.2717 loss_giou_0: 0.5067 loss_ce_1: 0.3368 loss_bbox_1: 0.1959 loss_giou_1: 0.3643 loss_ce_2: 0.2617 loss_bbox_2: 0.1677 loss_giou_2: 0.3403 loss_ce_3: 0.2323 loss_bbox_3: 0.16 loss_giou_3: 0.329 loss_ce_4: 0.2125 loss_bbox_4: 0.155 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:42:56] d2.utils.events INFO: eta: 5:57:13 iter: 373639 total_loss: 4.656 loss_ce: 0.2057 loss_bbox: 0.1661 loss_giou: 0.2807 loss_ce_0: 0.44 loss_bbox_0: 0.2619 loss_giou_0: 0.4423 loss_ce_1: 0.3202 loss_bbox_1: 0.1924 loss_giou_1: 0.3186 loss_ce_2: 0.2621 loss_bbox_2: 0.1689 loss_giou_2: 0.2906 loss_ce_3: 0.2222 loss_bbox_3: 0.1747 loss_giou_3: 0.2892 loss_ce_4: 0.2104 loss_bbox_4: 0.1662 loss_giou_4: 0.2812 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:02] d2.utils.events INFO: eta: 5:57:05 iter: 373659 total_loss: 4.94 loss_ce: 0.2224 loss_bbox: 0.1603 loss_giou: 0.3094 loss_ce_0: 0.4594 loss_bbox_0: 0.2732 loss_giou_0: 0.4736 loss_ce_1: 0.3413 loss_bbox_1: 0.1885 loss_giou_1: 0.3552 loss_ce_2: 0.2704 loss_bbox_2: 0.1713 loss_giou_2: 0.3279 loss_ce_3: 0.2403 loss_bbox_3: 0.1667 loss_giou_3: 0.3217 loss_ce_4: 0.2267 loss_bbox_4: 0.1653 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:08] d2.utils.events INFO: eta: 5:57:02 iter: 373679 total_loss: 4.748 loss_ce: 0.2111 loss_bbox: 0.1511 loss_giou: 0.3016 loss_ce_0: 0.4368 loss_bbox_0: 0.2574 loss_giou_0: 0.4511 loss_ce_1: 0.3253 loss_bbox_1: 0.1807 loss_giou_1: 0.3403 loss_ce_2: 0.2578 loss_bbox_2: 0.1604 loss_giou_2: 0.3193 loss_ce_3: 0.2292 loss_bbox_3: 0.156 loss_giou_3: 0.3146 loss_ce_4: 0.2149 loss_bbox_4: 0.1542 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:13] d2.utils.events INFO: eta: 5:56:52 iter: 373699 total_loss: 4.697 loss_ce: 0.202 loss_bbox: 0.1543 loss_giou: 0.2911 loss_ce_0: 0.4191 loss_bbox_0: 0.2587 loss_giou_0: 0.4727 loss_ce_1: 0.3061 loss_bbox_1: 0.179 loss_giou_1: 0.3436 loss_ce_2: 0.2463 loss_bbox_2: 0.1664 loss_giou_2: 0.3159 loss_ce_3: 0.2122 loss_bbox_3: 0.1633 loss_giou_3: 0.2995 loss_ce_4: 0.2038 loss_bbox_4: 0.1586 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:19] d2.utils.events INFO: eta: 5:56:42 iter: 373719 total_loss: 5.095 loss_ce: 0.2302 loss_bbox: 0.1608 loss_giou: 0.2995 loss_ce_0: 0.4458 loss_bbox_0: 0.2741 loss_giou_0: 0.4795 loss_ce_1: 0.3377 loss_bbox_1: 0.19 loss_giou_1: 0.3583 loss_ce_2: 0.2798 loss_bbox_2: 0.1685 loss_giou_2: 0.3187 loss_ce_3: 0.253 loss_bbox_3: 0.1644 loss_giou_3: 0.3138 loss_ce_4: 0.2372 loss_bbox_4: 0.1581 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:25] d2.utils.events INFO: eta: 5:56:26 iter: 373739 total_loss: 4.694 loss_ce: 0.2064 loss_bbox: 0.1504 loss_giou: 0.2864 loss_ce_0: 0.4298 loss_bbox_0: 0.2643 loss_giou_0: 0.4663 loss_ce_1: 0.3194 loss_bbox_1: 0.1822 loss_giou_1: 0.3344 loss_ce_2: 0.2585 loss_bbox_2: 0.1679 loss_giou_2: 0.3111 loss_ce_3: 0.2217 loss_bbox_3: 0.1601 loss_giou_3: 0.2998 loss_ce_4: 0.2167 loss_bbox_4: 0.1545 loss_giou_4: 0.2919 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:30] d2.utils.events INFO: eta: 5:56:21 iter: 373759 total_loss: 5.04 loss_ce: 0.2232 loss_bbox: 0.1582 loss_giou: 0.2915 loss_ce_0: 0.4381 loss_bbox_0: 0.2755 loss_giou_0: 0.4729 loss_ce_1: 0.3296 loss_bbox_1: 0.1848 loss_giou_1: 0.3392 loss_ce_2: 0.2743 loss_bbox_2: 0.1737 loss_giou_2: 0.3108 loss_ce_3: 0.2405 loss_bbox_3: 0.1652 loss_giou_3: 0.3001 loss_ce_4: 0.2231 loss_bbox_4: 0.1612 loss_giou_4: 0.294 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:36] d2.utils.events INFO: eta: 5:56:07 iter: 373779 total_loss: 4.756 loss_ce: 0.2018 loss_bbox: 0.1474 loss_giou: 0.3061 loss_ce_0: 0.4239 loss_bbox_0: 0.258 loss_giou_0: 0.4782 loss_ce_1: 0.3116 loss_bbox_1: 0.1772 loss_giou_1: 0.3518 loss_ce_2: 0.2473 loss_bbox_2: 0.1586 loss_giou_2: 0.3243 loss_ce_3: 0.2271 loss_bbox_3: 0.1533 loss_giou_3: 0.3161 loss_ce_4: 0.2046 loss_bbox_4: 0.1519 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:42] d2.utils.events INFO: eta: 5:56:00 iter: 373799 total_loss: 4.77 loss_ce: 0.219 loss_bbox: 0.1475 loss_giou: 0.3029 loss_ce_0: 0.4372 loss_bbox_0: 0.2506 loss_giou_0: 0.47 loss_ce_1: 0.3272 loss_bbox_1: 0.1732 loss_giou_1: 0.3514 loss_ce_2: 0.2674 loss_bbox_2: 0.1539 loss_giou_2: 0.3241 loss_ce_3: 0.2292 loss_bbox_3: 0.1511 loss_giou_3: 0.3077 loss_ce_4: 0.2229 loss_bbox_4: 0.1504 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:47] d2.utils.events INFO: eta: 5:55:54 iter: 373819 total_loss: 4.851 loss_ce: 0.2055 loss_bbox: 0.1581 loss_giou: 0.3047 loss_ce_0: 0.4282 loss_bbox_0: 0.2689 loss_giou_0: 0.4392 loss_ce_1: 0.3076 loss_bbox_1: 0.1903 loss_giou_1: 0.3351 loss_ce_2: 0.2513 loss_bbox_2: 0.1775 loss_giou_2: 0.3185 loss_ce_3: 0.2246 loss_bbox_3: 0.163 loss_giou_3: 0.3069 loss_ce_4: 0.207 loss_bbox_4: 0.1574 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 19:43:51] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 19:43:51] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 19:43:51] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 19:43:51] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 19:43:51] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 19:43:51] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 19:43:58] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0007 s/iter. Inference: 0.0390 s/iter. Eval: 0.0002 s/iter. Total: 0.0399 s/iter. ETA=0:00:24 [11/03 19:44:03] d2.evaluation.evaluator INFO: Inference done 109/625. Dataloading: 0.0024 s/iter. Inference: 0.0476 s/iter. Eval: 0.0004 s/iter. Total: 0.0505 s/iter. ETA=0:00:26 [11/03 19:44:08] d2.evaluation.evaluator INFO: Inference done 208/625. Dataloading: 0.0025 s/iter. Inference: 0.0475 s/iter. Eval: 0.0004 s/iter. Total: 0.0505 s/iter. ETA=0:00:21 [11/03 19:44:13] d2.evaluation.evaluator INFO: Inference done 306/625. Dataloading: 0.0026 s/iter. Inference: 0.0477 s/iter. Eval: 0.0004 s/iter. Total: 0.0507 s/iter. ETA=0:00:16 [11/03 19:44:18] d2.evaluation.evaluator INFO: Inference done 404/625. Dataloading: 0.0025 s/iter. Inference: 0.0479 s/iter. Eval: 0.0004 s/iter. Total: 0.0509 s/iter. ETA=0:00:11 [11/03 19:44:23] d2.evaluation.evaluator INFO: Inference done 501/625. Dataloading: 0.0025 s/iter. Inference: 0.0480 s/iter. Eval: 0.0004 s/iter. Total: 0.0510 s/iter. ETA=0:00:06 [11/03 19:44:28] d2.evaluation.evaluator INFO: Inference done 596/625. Dataloading: 0.0026 s/iter. Inference: 0.0483 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:01 [11/03 19:44:30] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.269668 (0.052048 s / iter per device, on 8 devices) [11/03 19:44:30] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048257 s / iter per device, on 8 devices) [11/03 19:44:39] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 19:44:39] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 19:44:41] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 19:44:46] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 19:44:59] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.06 seconds. [11/03 19:44:59] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 19:45:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.40 seconds. [11/03 19:45:01] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.719 | 64.123 | 47.707 | 26.385 | 47.566 | 60.609 | [11/03 19:45:01] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.536 | bicycle | 31.467 | car | 45.069 | | motorcycle | 45.552 | airplane | 69.769 | bus | 67.658 | | train | 66.451 | truck | 40.719 | boat | 28.135 | | traffic light | 28.870 | fire hydrant | 71.921 | stop sign | 69.010 | | parking meter | 45.383 | bench | 28.262 | bird | 39.826 | | cat | 73.689 | dog | 68.000 | horse | 62.534 | | sheep | 54.247 | cow | 62.407 | elephant | 67.282 | | bear | 75.098 | zebra | 69.051 | giraffe | 69.444 | | backpack | 17.052 | umbrella | 39.592 | handbag | 17.699 | | tie | 35.210 | suitcase | 44.893 | frisbee | 70.836 | | skis | 27.509 | snowboard | 43.751 | sports ball | 48.328 | | kite | 47.284 | baseball bat | 33.586 | baseball glove | 40.803 | | skateboard | 57.638 | surfboard | 40.433 | tennis racket | 51.599 | | bottle | 39.319 | wine glass | 36.430 | cup | 43.851 | | fork | 37.429 | knife | 20.006 | spoon | 20.875 | | bowl | 44.997 | banana | 25.030 | apple | 23.227 | | sandwich | 42.471 | orange | 32.369 | broccoli | 23.142 | | carrot | 22.551 | hot dog | 41.275 | pizza | 55.998 | | donut | 49.840 | cake | 38.784 | chair | 28.402 | | couch | 49.578 | potted plant | 27.537 | bed | 51.707 | | dining table | 31.226 | toilet | 63.364 | tv | 58.963 | | laptop | 62.073 | mouse | 60.471 | remote | 37.343 | | keyboard | 51.716 | cell phone | 39.201 | microwave | 64.878 | | oven | 36.118 | toaster | 35.470 | sink | 38.175 | | refrigerator | 63.312 | book | 14.099 | clock | 50.113 | | vase | 40.703 | scissors | 35.333 | teddy bear | 49.552 | | hair drier | 8.408 | toothbrush | 30.623 | | | [11/03 19:45:01] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 19:45:01] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 19:45:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 19:45:01] d2.evaluation.testing INFO: copypaste: 44.7194,64.1235,47.7072,26.3853,47.5658,60.6088 [11/03 19:45:04] d2.utils.events INFO: eta: 5:55:43 iter: 373839 total_loss: 4.679 loss_ce: 0.2107 loss_bbox: 0.1534 loss_giou: 0.2972 loss_ce_0: 0.4201 loss_bbox_0: 0.2506 loss_giou_0: 0.4418 loss_ce_1: 0.3086 loss_bbox_1: 0.1727 loss_giou_1: 0.3331 loss_ce_2: 0.2613 loss_bbox_2: 0.1547 loss_giou_2: 0.312 loss_ce_3: 0.2255 loss_bbox_3: 0.1556 loss_giou_3: 0.3072 loss_ce_4: 0.2167 loss_bbox_4: 0.1528 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:10] d2.utils.events INFO: eta: 5:55:43 iter: 373859 total_loss: 4.479 loss_ce: 0.1925 loss_bbox: 0.1444 loss_giou: 0.2662 loss_ce_0: 0.4242 loss_bbox_0: 0.2487 loss_giou_0: 0.4124 loss_ce_1: 0.3057 loss_bbox_1: 0.1671 loss_giou_1: 0.311 loss_ce_2: 0.2395 loss_bbox_2: 0.1505 loss_giou_2: 0.2861 loss_ce_3: 0.2087 loss_bbox_3: 0.1522 loss_giou_3: 0.2811 loss_ce_4: 0.1897 loss_bbox_4: 0.1484 loss_giou_4: 0.2728 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:16] d2.utils.events INFO: eta: 5:55:31 iter: 373879 total_loss: 5.156 loss_ce: 0.2257 loss_bbox: 0.1592 loss_giou: 0.3248 loss_ce_0: 0.4435 loss_bbox_0: 0.2739 loss_giou_0: 0.4793 loss_ce_1: 0.3285 loss_bbox_1: 0.1917 loss_giou_1: 0.3665 loss_ce_2: 0.2696 loss_bbox_2: 0.1715 loss_giou_2: 0.333 loss_ce_3: 0.2359 loss_bbox_3: 0.1637 loss_giou_3: 0.3285 loss_ce_4: 0.2285 loss_bbox_4: 0.165 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:22] d2.utils.events INFO: eta: 5:55:31 iter: 373899 total_loss: 4.728 loss_ce: 0.2089 loss_bbox: 0.155 loss_giou: 0.2991 loss_ce_0: 0.4124 loss_bbox_0: 0.2692 loss_giou_0: 0.4418 loss_ce_1: 0.3099 loss_bbox_1: 0.1897 loss_giou_1: 0.3495 loss_ce_2: 0.258 loss_bbox_2: 0.1709 loss_giou_2: 0.3165 loss_ce_3: 0.2258 loss_bbox_3: 0.1622 loss_giou_3: 0.3054 loss_ce_4: 0.2181 loss_bbox_4: 0.1594 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:27] d2.utils.events INFO: eta: 5:55:34 iter: 373919 total_loss: 5.074 loss_ce: 0.2219 loss_bbox: 0.1613 loss_giou: 0.3212 loss_ce_0: 0.4422 loss_bbox_0: 0.2664 loss_giou_0: 0.4823 loss_ce_1: 0.3406 loss_bbox_1: 0.1855 loss_giou_1: 0.3637 loss_ce_2: 0.2855 loss_bbox_2: 0.1675 loss_giou_2: 0.3331 loss_ce_3: 0.2403 loss_bbox_3: 0.1653 loss_giou_3: 0.3258 loss_ce_4: 0.2302 loss_bbox_4: 0.1637 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:33] d2.utils.events INFO: eta: 5:55:20 iter: 373939 total_loss: 4.66 loss_ce: 0.2063 loss_bbox: 0.1537 loss_giou: 0.2897 loss_ce_0: 0.4287 loss_bbox_0: 0.2601 loss_giou_0: 0.4436 loss_ce_1: 0.32 loss_bbox_1: 0.1727 loss_giou_1: 0.3233 loss_ce_2: 0.2552 loss_bbox_2: 0.1615 loss_giou_2: 0.3011 loss_ce_3: 0.217 loss_bbox_3: 0.1622 loss_giou_3: 0.2965 loss_ce_4: 0.2046 loss_bbox_4: 0.1564 loss_giou_4: 0.294 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:39] d2.utils.events INFO: eta: 5:55:15 iter: 373959 total_loss: 4.916 loss_ce: 0.218 loss_bbox: 0.1594 loss_giou: 0.3104 loss_ce_0: 0.426 loss_bbox_0: 0.2675 loss_giou_0: 0.4687 loss_ce_1: 0.3261 loss_bbox_1: 0.1883 loss_giou_1: 0.3529 loss_ce_2: 0.271 loss_bbox_2: 0.173 loss_giou_2: 0.3272 loss_ce_3: 0.2319 loss_bbox_3: 0.1682 loss_giou_3: 0.3197 loss_ce_4: 0.2174 loss_bbox_4: 0.1615 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:44] d2.utils.events INFO: eta: 5:55:08 iter: 373979 total_loss: 4.973 loss_ce: 0.2175 loss_bbox: 0.1689 loss_giou: 0.3157 loss_ce_0: 0.4323 loss_bbox_0: 0.2741 loss_giou_0: 0.4632 loss_ce_1: 0.3211 loss_bbox_1: 0.1973 loss_giou_1: 0.3579 loss_ce_2: 0.2629 loss_bbox_2: 0.1757 loss_giou_2: 0.334 loss_ce_3: 0.2288 loss_bbox_3: 0.1751 loss_giou_3: 0.324 loss_ce_4: 0.22 loss_bbox_4: 0.1713 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:50] d2.utils.events INFO: eta: 5:55:03 iter: 373999 total_loss: 4.842 loss_ce: 0.2107 loss_bbox: 0.1446 loss_giou: 0.2951 loss_ce_0: 0.426 loss_bbox_0: 0.2557 loss_giou_0: 0.4422 loss_ce_1: 0.3089 loss_bbox_1: 0.1789 loss_giou_1: 0.3286 loss_ce_2: 0.2534 loss_bbox_2: 0.159 loss_giou_2: 0.3155 loss_ce_3: 0.2248 loss_bbox_3: 0.1577 loss_giou_3: 0.3063 loss_ce_4: 0.2153 loss_bbox_4: 0.1445 loss_giou_4: 0.2988 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 19:45:56] d2.utils.events INFO: eta: 5:54:52 iter: 374019 total_loss: 5.03 loss_ce: 0.2255 loss_bbox: 0.1755 loss_giou: 0.3099 loss_ce_0: 0.4292 loss_bbox_0: 0.2943 loss_giou_0: 0.4641 loss_ce_1: 0.319 loss_bbox_1: 0.2035 loss_giou_1: 0.3385 loss_ce_2: 0.2599 loss_bbox_2: 0.1861 loss_giou_2: 0.3254 loss_ce_3: 0.2507 loss_bbox_3: 0.1843 loss_giou_3: 0.3181 loss_ce_4: 0.2301 loss_bbox_4: 0.186 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:01] d2.utils.events INFO: eta: 5:54:43 iter: 374039 total_loss: 4.894 loss_ce: 0.2005 loss_bbox: 0.1626 loss_giou: 0.3085 loss_ce_0: 0.428 loss_bbox_0: 0.2709 loss_giou_0: 0.4651 loss_ce_1: 0.3209 loss_bbox_1: 0.1863 loss_giou_1: 0.3492 loss_ce_2: 0.263 loss_bbox_2: 0.1785 loss_giou_2: 0.3236 loss_ce_3: 0.2259 loss_bbox_3: 0.1738 loss_giou_3: 0.3204 loss_ce_4: 0.2073 loss_bbox_4: 0.1653 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:07] d2.utils.events INFO: eta: 5:54:26 iter: 374059 total_loss: 4.881 loss_ce: 0.2052 loss_bbox: 0.1533 loss_giou: 0.3035 loss_ce_0: 0.4299 loss_bbox_0: 0.2649 loss_giou_0: 0.4635 loss_ce_1: 0.3209 loss_bbox_1: 0.1841 loss_giou_1: 0.3581 loss_ce_2: 0.249 loss_bbox_2: 0.1677 loss_giou_2: 0.3299 loss_ce_3: 0.2337 loss_bbox_3: 0.1604 loss_giou_3: 0.3145 loss_ce_4: 0.2122 loss_bbox_4: 0.1541 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:13] d2.utils.events INFO: eta: 5:54:20 iter: 374079 total_loss: 4.643 loss_ce: 0.2001 loss_bbox: 0.154 loss_giou: 0.3112 loss_ce_0: 0.4332 loss_bbox_0: 0.2661 loss_giou_0: 0.4653 loss_ce_1: 0.3034 loss_bbox_1: 0.1776 loss_giou_1: 0.3437 loss_ce_2: 0.2582 loss_bbox_2: 0.1653 loss_giou_2: 0.319 loss_ce_3: 0.2202 loss_bbox_3: 0.1604 loss_giou_3: 0.3166 loss_ce_4: 0.2143 loss_bbox_4: 0.1568 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0321 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:18] d2.utils.events INFO: eta: 5:54:20 iter: 374099 total_loss: 4.642 loss_ce: 0.1968 loss_bbox: 0.1642 loss_giou: 0.2879 loss_ce_0: 0.4537 loss_bbox_0: 0.271 loss_giou_0: 0.444 loss_ce_1: 0.3373 loss_bbox_1: 0.1917 loss_giou_1: 0.3287 loss_ce_2: 0.2709 loss_bbox_2: 0.1695 loss_giou_2: 0.3072 loss_ce_3: 0.2358 loss_bbox_3: 0.1617 loss_giou_3: 0.2986 loss_ce_4: 0.2063 loss_bbox_4: 0.1647 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:24] d2.utils.events INFO: eta: 5:54:18 iter: 374119 total_loss: 5.126 loss_ce: 0.232 loss_bbox: 0.1621 loss_giou: 0.3177 loss_ce_0: 0.4543 loss_bbox_0: 0.2797 loss_giou_0: 0.4747 loss_ce_1: 0.3569 loss_bbox_1: 0.1966 loss_giou_1: 0.3678 loss_ce_2: 0.2969 loss_bbox_2: 0.176 loss_giou_2: 0.336 loss_ce_3: 0.2595 loss_bbox_3: 0.1707 loss_giou_3: 0.3275 loss_ce_4: 0.2287 loss_bbox_4: 0.165 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0318 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:30] d2.utils.events INFO: eta: 5:54:13 iter: 374139 total_loss: 4.972 loss_ce: 0.1921 loss_bbox: 0.1702 loss_giou: 0.325 loss_ce_0: 0.4203 loss_bbox_0: 0.2718 loss_giou_0: 0.4708 loss_ce_1: 0.3104 loss_bbox_1: 0.1975 loss_giou_1: 0.3663 loss_ce_2: 0.2545 loss_bbox_2: 0.1925 loss_giou_2: 0.3428 loss_ce_3: 0.2128 loss_bbox_3: 0.1763 loss_giou_3: 0.3307 loss_ce_4: 0.1965 loss_bbox_4: 0.1736 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:35] d2.utils.events INFO: eta: 5:54:16 iter: 374159 total_loss: 4.618 loss_ce: 0.1924 loss_bbox: 0.1573 loss_giou: 0.2965 loss_ce_0: 0.4084 loss_bbox_0: 0.2693 loss_giou_0: 0.4585 loss_ce_1: 0.294 loss_bbox_1: 0.1924 loss_giou_1: 0.3543 loss_ce_2: 0.2357 loss_bbox_2: 0.1734 loss_giou_2: 0.319 loss_ce_3: 0.2052 loss_bbox_3: 0.1644 loss_giou_3: 0.3076 loss_ce_4: 0.1954 loss_bbox_4: 0.1581 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:41] d2.utils.events INFO: eta: 5:54:02 iter: 374179 total_loss: 4.925 loss_ce: 0.2153 loss_bbox: 0.1647 loss_giou: 0.3035 loss_ce_0: 0.4537 loss_bbox_0: 0.2593 loss_giou_0: 0.4699 loss_ce_1: 0.3346 loss_bbox_1: 0.1922 loss_giou_1: 0.3447 loss_ce_2: 0.2644 loss_bbox_2: 0.1725 loss_giou_2: 0.3179 loss_ce_3: 0.2353 loss_bbox_3: 0.1663 loss_giou_3: 0.3117 loss_ce_4: 0.2222 loss_bbox_4: 0.1674 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:47] d2.utils.events INFO: eta: 5:53:56 iter: 374199 total_loss: 4.643 loss_ce: 0.202 loss_bbox: 0.1577 loss_giou: 0.2747 loss_ce_0: 0.4418 loss_bbox_0: 0.272 loss_giou_0: 0.4629 loss_ce_1: 0.3156 loss_bbox_1: 0.1868 loss_giou_1: 0.3159 loss_ce_2: 0.2621 loss_bbox_2: 0.1722 loss_giou_2: 0.2929 loss_ce_3: 0.2271 loss_bbox_3: 0.1671 loss_giou_3: 0.2811 loss_ce_4: 0.2083 loss_bbox_4: 0.1597 loss_giou_4: 0.2734 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:52] d2.utils.events INFO: eta: 5:53:50 iter: 374219 total_loss: 4.783 loss_ce: 0.2135 loss_bbox: 0.1657 loss_giou: 0.2866 loss_ce_0: 0.4433 loss_bbox_0: 0.2753 loss_giou_0: 0.4631 loss_ce_1: 0.3252 loss_bbox_1: 0.1968 loss_giou_1: 0.3397 loss_ce_2: 0.2621 loss_bbox_2: 0.183 loss_giou_2: 0.3088 loss_ce_3: 0.2358 loss_bbox_3: 0.1738 loss_giou_3: 0.2988 loss_ce_4: 0.2204 loss_bbox_4: 0.1686 loss_giou_4: 0.2851 time: 0.2800 data_time: 0.0189 lr: 2.5e-06 max_mem: 5427M [11/03 19:46:58] d2.utils.events INFO: eta: 5:53:51 iter: 374239 total_loss: 4.84 loss_ce: 0.1962 loss_bbox: 0.1586 loss_giou: 0.3082 loss_ce_0: 0.4202 loss_bbox_0: 0.2823 loss_giou_0: 0.4687 loss_ce_1: 0.3093 loss_bbox_1: 0.1945 loss_giou_1: 0.3509 loss_ce_2: 0.252 loss_bbox_2: 0.173 loss_giou_2: 0.3265 loss_ce_3: 0.2153 loss_bbox_3: 0.1661 loss_giou_3: 0.3132 loss_ce_4: 0.204 loss_bbox_4: 0.1608 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:04] d2.utils.events INFO: eta: 5:53:51 iter: 374259 total_loss: 4.529 loss_ce: 0.1921 loss_bbox: 0.1498 loss_giou: 0.2806 loss_ce_0: 0.4067 loss_bbox_0: 0.2543 loss_giou_0: 0.4387 loss_ce_1: 0.3009 loss_bbox_1: 0.1757 loss_giou_1: 0.3137 loss_ce_2: 0.2278 loss_bbox_2: 0.1598 loss_giou_2: 0.2974 loss_ce_3: 0.2082 loss_bbox_3: 0.1524 loss_giou_3: 0.2903 loss_ce_4: 0.1999 loss_bbox_4: 0.1486 loss_giou_4: 0.2834 time: 0.2800 data_time: 0.0177 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:09] d2.utils.events INFO: eta: 5:53:45 iter: 374279 total_loss: 4.859 loss_ce: 0.2023 loss_bbox: 0.1729 loss_giou: 0.306 loss_ce_0: 0.4178 loss_bbox_0: 0.2717 loss_giou_0: 0.4846 loss_ce_1: 0.3234 loss_bbox_1: 0.1962 loss_giou_1: 0.3551 loss_ce_2: 0.2494 loss_bbox_2: 0.1834 loss_giou_2: 0.3265 loss_ce_3: 0.2132 loss_bbox_3: 0.1822 loss_giou_3: 0.3226 loss_ce_4: 0.2027 loss_bbox_4: 0.1732 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:15] d2.utils.events INFO: eta: 5:53:40 iter: 374299 total_loss: 4.72 loss_ce: 0.2124 loss_bbox: 0.1503 loss_giou: 0.3021 loss_ce_0: 0.4255 loss_bbox_0: 0.273 loss_giou_0: 0.4701 loss_ce_1: 0.3104 loss_bbox_1: 0.1801 loss_giou_1: 0.3496 loss_ce_2: 0.2575 loss_bbox_2: 0.1632 loss_giou_2: 0.3196 loss_ce_3: 0.225 loss_bbox_3: 0.1541 loss_giou_3: 0.3084 loss_ce_4: 0.2182 loss_bbox_4: 0.1525 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0177 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:21] d2.utils.events INFO: eta: 5:53:31 iter: 374319 total_loss: 5.004 loss_ce: 0.207 loss_bbox: 0.1563 loss_giou: 0.3091 loss_ce_0: 0.4407 loss_bbox_0: 0.2714 loss_giou_0: 0.4779 loss_ce_1: 0.3258 loss_bbox_1: 0.1883 loss_giou_1: 0.3548 loss_ce_2: 0.2699 loss_bbox_2: 0.1647 loss_giou_2: 0.3249 loss_ce_3: 0.2288 loss_bbox_3: 0.1608 loss_giou_3: 0.3195 loss_ce_4: 0.2157 loss_bbox_4: 0.1574 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:26] d2.utils.events INFO: eta: 5:53:32 iter: 374339 total_loss: 5.034 loss_ce: 0.2202 loss_bbox: 0.159 loss_giou: 0.3092 loss_ce_0: 0.4331 loss_bbox_0: 0.2735 loss_giou_0: 0.4988 loss_ce_1: 0.3323 loss_bbox_1: 0.1847 loss_giou_1: 0.3504 loss_ce_2: 0.2751 loss_bbox_2: 0.172 loss_giou_2: 0.3331 loss_ce_3: 0.2407 loss_bbox_3: 0.1688 loss_giou_3: 0.3141 loss_ce_4: 0.2351 loss_bbox_4: 0.1578 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:32] d2.utils.events INFO: eta: 5:53:29 iter: 374359 total_loss: 4.816 loss_ce: 0.1977 loss_bbox: 0.1541 loss_giou: 0.3041 loss_ce_0: 0.4423 loss_bbox_0: 0.2746 loss_giou_0: 0.4706 loss_ce_1: 0.3284 loss_bbox_1: 0.19 loss_giou_1: 0.3449 loss_ce_2: 0.267 loss_bbox_2: 0.1642 loss_giou_2: 0.3231 loss_ce_3: 0.2286 loss_bbox_3: 0.1607 loss_giou_3: 0.3183 loss_ce_4: 0.2014 loss_bbox_4: 0.1539 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:38] d2.utils.events INFO: eta: 5:53:27 iter: 374379 total_loss: 5.012 loss_ce: 0.2323 loss_bbox: 0.1586 loss_giou: 0.3067 loss_ce_0: 0.4411 loss_bbox_0: 0.2643 loss_giou_0: 0.468 loss_ce_1: 0.3278 loss_bbox_1: 0.1823 loss_giou_1: 0.3437 loss_ce_2: 0.2733 loss_bbox_2: 0.1697 loss_giou_2: 0.3196 loss_ce_3: 0.246 loss_bbox_3: 0.1657 loss_giou_3: 0.3146 loss_ce_4: 0.2369 loss_bbox_4: 0.1612 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:43] d2.utils.events INFO: eta: 5:53:29 iter: 374399 total_loss: 4.648 loss_ce: 0.2097 loss_bbox: 0.1497 loss_giou: 0.2973 loss_ce_0: 0.4239 loss_bbox_0: 0.261 loss_giou_0: 0.4472 loss_ce_1: 0.2988 loss_bbox_1: 0.1804 loss_giou_1: 0.3349 loss_ce_2: 0.2461 loss_bbox_2: 0.1586 loss_giou_2: 0.3089 loss_ce_3: 0.2226 loss_bbox_3: 0.1616 loss_giou_3: 0.3133 loss_ce_4: 0.215 loss_bbox_4: 0.1556 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:49] d2.utils.events INFO: eta: 5:53:22 iter: 374419 total_loss: 5.161 loss_ce: 0.2217 loss_bbox: 0.156 loss_giou: 0.3364 loss_ce_0: 0.4514 loss_bbox_0: 0.2684 loss_giou_0: 0.5125 loss_ce_1: 0.3262 loss_bbox_1: 0.1854 loss_giou_1: 0.395 loss_ce_2: 0.2707 loss_bbox_2: 0.1711 loss_giou_2: 0.3579 loss_ce_3: 0.2362 loss_bbox_3: 0.1669 loss_giou_3: 0.3537 loss_ce_4: 0.2186 loss_bbox_4: 0.1598 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 19:47:55] d2.utils.events INFO: eta: 5:53:23 iter: 374439 total_loss: 4.978 loss_ce: 0.2201 loss_bbox: 0.1614 loss_giou: 0.3085 loss_ce_0: 0.4346 loss_bbox_0: 0.2703 loss_giou_0: 0.481 loss_ce_1: 0.3306 loss_bbox_1: 0.1949 loss_giou_1: 0.3675 loss_ce_2: 0.2722 loss_bbox_2: 0.179 loss_giou_2: 0.3346 loss_ce_3: 0.2325 loss_bbox_3: 0.1672 loss_giou_3: 0.3203 loss_ce_4: 0.2213 loss_bbox_4: 0.1637 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:01] d2.utils.events INFO: eta: 5:53:21 iter: 374459 total_loss: 4.664 loss_ce: 0.197 loss_bbox: 0.1438 loss_giou: 0.2978 loss_ce_0: 0.4178 loss_bbox_0: 0.2539 loss_giou_0: 0.4591 loss_ce_1: 0.3021 loss_bbox_1: 0.1731 loss_giou_1: 0.3408 loss_ce_2: 0.2384 loss_bbox_2: 0.1588 loss_giou_2: 0.3161 loss_ce_3: 0.2176 loss_bbox_3: 0.1527 loss_giou_3: 0.3075 loss_ce_4: 0.202 loss_bbox_4: 0.1486 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:06] d2.utils.events INFO: eta: 5:53:25 iter: 374479 total_loss: 4.875 loss_ce: 0.2103 loss_bbox: 0.1636 loss_giou: 0.3193 loss_ce_0: 0.4309 loss_bbox_0: 0.2613 loss_giou_0: 0.4785 loss_ce_1: 0.3214 loss_bbox_1: 0.1891 loss_giou_1: 0.3643 loss_ce_2: 0.2556 loss_bbox_2: 0.1757 loss_giou_2: 0.3308 loss_ce_3: 0.2192 loss_bbox_3: 0.163 loss_giou_3: 0.3266 loss_ce_4: 0.2057 loss_bbox_4: 0.1649 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:12] d2.utils.events INFO: eta: 5:53:20 iter: 374499 total_loss: 4.739 loss_ce: 0.1929 loss_bbox: 0.1547 loss_giou: 0.3087 loss_ce_0: 0.4218 loss_bbox_0: 0.26 loss_giou_0: 0.4849 loss_ce_1: 0.304 loss_bbox_1: 0.1814 loss_giou_1: 0.3543 loss_ce_2: 0.2291 loss_bbox_2: 0.1719 loss_giou_2: 0.3328 loss_ce_3: 0.2136 loss_bbox_3: 0.1645 loss_giou_3: 0.3245 loss_ce_4: 0.1972 loss_bbox_4: 0.159 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:18] d2.utils.events INFO: eta: 5:53:19 iter: 374519 total_loss: 4.946 loss_ce: 0.2147 loss_bbox: 0.1651 loss_giou: 0.2951 loss_ce_0: 0.4481 loss_bbox_0: 0.2752 loss_giou_0: 0.4675 loss_ce_1: 0.332 loss_bbox_1: 0.1921 loss_giou_1: 0.3501 loss_ce_2: 0.2805 loss_bbox_2: 0.1794 loss_giou_2: 0.3124 loss_ce_3: 0.2337 loss_bbox_3: 0.1719 loss_giou_3: 0.3081 loss_ce_4: 0.2196 loss_bbox_4: 0.1681 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:23] d2.utils.events INFO: eta: 5:53:21 iter: 374539 total_loss: 4.827 loss_ce: 0.2164 loss_bbox: 0.1555 loss_giou: 0.313 loss_ce_0: 0.4262 loss_bbox_0: 0.2684 loss_giou_0: 0.4674 loss_ce_1: 0.3162 loss_bbox_1: 0.1783 loss_giou_1: 0.3424 loss_ce_2: 0.2592 loss_bbox_2: 0.172 loss_giou_2: 0.3255 loss_ce_3: 0.2301 loss_bbox_3: 0.1646 loss_giou_3: 0.3137 loss_ce_4: 0.2167 loss_bbox_4: 0.1596 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:29] d2.utils.events INFO: eta: 5:53:08 iter: 374559 total_loss: 4.783 loss_ce: 0.2008 loss_bbox: 0.174 loss_giou: 0.3006 loss_ce_0: 0.4251 loss_bbox_0: 0.2735 loss_giou_0: 0.4346 loss_ce_1: 0.322 loss_bbox_1: 0.206 loss_giou_1: 0.3484 loss_ce_2: 0.2511 loss_bbox_2: 0.1881 loss_giou_2: 0.3206 loss_ce_3: 0.2278 loss_bbox_3: 0.1775 loss_giou_3: 0.3144 loss_ce_4: 0.2054 loss_bbox_4: 0.1781 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:35] d2.utils.events INFO: eta: 5:53:09 iter: 374579 total_loss: 4.881 loss_ce: 0.2073 loss_bbox: 0.1675 loss_giou: 0.3017 loss_ce_0: 0.4387 loss_bbox_0: 0.269 loss_giou_0: 0.459 loss_ce_1: 0.3181 loss_bbox_1: 0.1963 loss_giou_1: 0.3401 loss_ce_2: 0.2575 loss_bbox_2: 0.1769 loss_giou_2: 0.3207 loss_ce_3: 0.2217 loss_bbox_3: 0.1696 loss_giou_3: 0.3119 loss_ce_4: 0.2104 loss_bbox_4: 0.1688 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:41] d2.utils.events INFO: eta: 5:53:05 iter: 374599 total_loss: 4.533 loss_ce: 0.212 loss_bbox: 0.158 loss_giou: 0.2714 loss_ce_0: 0.4285 loss_bbox_0: 0.2645 loss_giou_0: 0.4475 loss_ce_1: 0.3285 loss_bbox_1: 0.193 loss_giou_1: 0.3209 loss_ce_2: 0.2577 loss_bbox_2: 0.1719 loss_giou_2: 0.2907 loss_ce_3: 0.231 loss_bbox_3: 0.1658 loss_giou_3: 0.2806 loss_ce_4: 0.2191 loss_bbox_4: 0.1641 loss_giou_4: 0.2746 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:46] d2.utils.events INFO: eta: 5:52:54 iter: 374619 total_loss: 4.955 loss_ce: 0.2174 loss_bbox: 0.1614 loss_giou: 0.3003 loss_ce_0: 0.4199 loss_bbox_0: 0.2816 loss_giou_0: 0.4577 loss_ce_1: 0.3167 loss_bbox_1: 0.2003 loss_giou_1: 0.3477 loss_ce_2: 0.2632 loss_bbox_2: 0.1797 loss_giou_2: 0.3141 loss_ce_3: 0.2292 loss_bbox_3: 0.1702 loss_giou_3: 0.3035 loss_ce_4: 0.2195 loss_bbox_4: 0.1629 loss_giou_4: 0.3019 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:52] d2.utils.events INFO: eta: 5:52:50 iter: 374639 total_loss: 4.823 loss_ce: 0.2096 loss_bbox: 0.1544 loss_giou: 0.3093 loss_ce_0: 0.4293 loss_bbox_0: 0.2628 loss_giou_0: 0.4719 loss_ce_1: 0.3142 loss_bbox_1: 0.185 loss_giou_1: 0.3585 loss_ce_2: 0.2511 loss_bbox_2: 0.1662 loss_giou_2: 0.3284 loss_ce_3: 0.2113 loss_bbox_3: 0.1579 loss_giou_3: 0.3191 loss_ce_4: 0.2127 loss_bbox_4: 0.1577 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 19:48:58] d2.utils.events INFO: eta: 5:52:52 iter: 374659 total_loss: 5.189 loss_ce: 0.2153 loss_bbox: 0.1656 loss_giou: 0.3486 loss_ce_0: 0.4444 loss_bbox_0: 0.2714 loss_giou_0: 0.4889 loss_ce_1: 0.317 loss_bbox_1: 0.1868 loss_giou_1: 0.3826 loss_ce_2: 0.2643 loss_bbox_2: 0.1792 loss_giou_2: 0.3623 loss_ce_3: 0.2399 loss_bbox_3: 0.1704 loss_giou_3: 0.3614 loss_ce_4: 0.2291 loss_bbox_4: 0.1641 loss_giou_4: 0.3544 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:03] d2.utils.events INFO: eta: 5:52:52 iter: 374679 total_loss: 4.588 loss_ce: 0.195 loss_bbox: 0.1388 loss_giou: 0.2867 loss_ce_0: 0.4152 loss_bbox_0: 0.2434 loss_giou_0: 0.4666 loss_ce_1: 0.3068 loss_bbox_1: 0.1698 loss_giou_1: 0.339 loss_ce_2: 0.2399 loss_bbox_2: 0.1507 loss_giou_2: 0.3111 loss_ce_3: 0.2094 loss_bbox_3: 0.1483 loss_giou_3: 0.3006 loss_ce_4: 0.1928 loss_bbox_4: 0.1472 loss_giou_4: 0.2938 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:09] d2.utils.events INFO: eta: 5:52:48 iter: 374699 total_loss: 4.939 loss_ce: 0.2244 loss_bbox: 0.1548 loss_giou: 0.2967 loss_ce_0: 0.4354 loss_bbox_0: 0.2689 loss_giou_0: 0.4612 loss_ce_1: 0.33 loss_bbox_1: 0.1872 loss_giou_1: 0.3438 loss_ce_2: 0.2735 loss_bbox_2: 0.1734 loss_giou_2: 0.3199 loss_ce_3: 0.2401 loss_bbox_3: 0.1633 loss_giou_3: 0.3092 loss_ce_4: 0.2301 loss_bbox_4: 0.1577 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0189 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:15] d2.utils.events INFO: eta: 5:52:44 iter: 374719 total_loss: 4.703 loss_ce: 0.2013 loss_bbox: 0.1535 loss_giou: 0.2993 loss_ce_0: 0.4433 loss_bbox_0: 0.2576 loss_giou_0: 0.4454 loss_ce_1: 0.3174 loss_bbox_1: 0.1812 loss_giou_1: 0.3439 loss_ce_2: 0.2498 loss_bbox_2: 0.1688 loss_giou_2: 0.3185 loss_ce_3: 0.2204 loss_bbox_3: 0.1606 loss_giou_3: 0.306 loss_ce_4: 0.2033 loss_bbox_4: 0.1547 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:20] d2.utils.events INFO: eta: 5:52:39 iter: 374739 total_loss: 5.012 loss_ce: 0.2186 loss_bbox: 0.1525 loss_giou: 0.3074 loss_ce_0: 0.447 loss_bbox_0: 0.2656 loss_giou_0: 0.4804 loss_ce_1: 0.3346 loss_bbox_1: 0.178 loss_giou_1: 0.3425 loss_ce_2: 0.2784 loss_bbox_2: 0.17 loss_giou_2: 0.3144 loss_ce_3: 0.2356 loss_bbox_3: 0.1614 loss_giou_3: 0.3118 loss_ce_4: 0.2258 loss_bbox_4: 0.1552 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:26] d2.utils.events INFO: eta: 5:52:36 iter: 374759 total_loss: 4.725 loss_ce: 0.2112 loss_bbox: 0.1647 loss_giou: 0.2869 loss_ce_0: 0.4326 loss_bbox_0: 0.2726 loss_giou_0: 0.4226 loss_ce_1: 0.3364 loss_bbox_1: 0.1875 loss_giou_1: 0.3187 loss_ce_2: 0.2723 loss_bbox_2: 0.1722 loss_giou_2: 0.306 loss_ce_3: 0.2304 loss_bbox_3: 0.1668 loss_giou_3: 0.2953 loss_ce_4: 0.2178 loss_bbox_4: 0.1685 loss_giou_4: 0.291 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:32] d2.utils.events INFO: eta: 5:52:33 iter: 374779 total_loss: 4.491 loss_ce: 0.1947 loss_bbox: 0.1557 loss_giou: 0.2825 loss_ce_0: 0.419 loss_bbox_0: 0.2583 loss_giou_0: 0.4328 loss_ce_1: 0.3024 loss_bbox_1: 0.1759 loss_giou_1: 0.3172 loss_ce_2: 0.2337 loss_bbox_2: 0.1673 loss_giou_2: 0.2948 loss_ce_3: 0.2082 loss_bbox_3: 0.1589 loss_giou_3: 0.2876 loss_ce_4: 0.1955 loss_bbox_4: 0.156 loss_giou_4: 0.2804 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:37] d2.utils.events INFO: eta: 5:52:28 iter: 374799 total_loss: 5.12 loss_ce: 0.222 loss_bbox: 0.1639 loss_giou: 0.3262 loss_ce_0: 0.4451 loss_bbox_0: 0.2696 loss_giou_0: 0.5122 loss_ce_1: 0.3427 loss_bbox_1: 0.1901 loss_giou_1: 0.3807 loss_ce_2: 0.2815 loss_bbox_2: 0.1752 loss_giou_2: 0.3473 loss_ce_3: 0.2493 loss_bbox_3: 0.1675 loss_giou_3: 0.3385 loss_ce_4: 0.2285 loss_bbox_4: 0.1639 loss_giou_4: 0.3334 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:43] d2.utils.events INFO: eta: 5:52:20 iter: 374819 total_loss: 4.906 loss_ce: 0.2259 loss_bbox: 0.1641 loss_giou: 0.2984 loss_ce_0: 0.4379 loss_bbox_0: 0.2793 loss_giou_0: 0.4489 loss_ce_1: 0.3323 loss_bbox_1: 0.1974 loss_giou_1: 0.3395 loss_ce_2: 0.2699 loss_bbox_2: 0.1793 loss_giou_2: 0.315 loss_ce_3: 0.2445 loss_bbox_3: 0.1733 loss_giou_3: 0.3081 loss_ce_4: 0.2275 loss_bbox_4: 0.167 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:49] d2.utils.events INFO: eta: 5:52:15 iter: 374839 total_loss: 4.712 loss_ce: 0.2006 loss_bbox: 0.1586 loss_giou: 0.2909 loss_ce_0: 0.4197 loss_bbox_0: 0.2677 loss_giou_0: 0.45 loss_ce_1: 0.3053 loss_bbox_1: 0.1855 loss_giou_1: 0.3424 loss_ce_2: 0.2448 loss_bbox_2: 0.1723 loss_giou_2: 0.3123 loss_ce_3: 0.2187 loss_bbox_3: 0.1622 loss_giou_3: 0.2994 loss_ce_4: 0.2096 loss_bbox_4: 0.1605 loss_giou_4: 0.2945 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:49:54] d2.utils.events INFO: eta: 5:52:10 iter: 374859 total_loss: 4.746 loss_ce: 0.2083 loss_bbox: 0.1619 loss_giou: 0.2737 loss_ce_0: 0.4136 loss_bbox_0: 0.2774 loss_giou_0: 0.4376 loss_ce_1: 0.3119 loss_bbox_1: 0.1952 loss_giou_1: 0.3236 loss_ce_2: 0.2521 loss_bbox_2: 0.174 loss_giou_2: 0.2957 loss_ce_3: 0.2196 loss_bbox_3: 0.1663 loss_giou_3: 0.2858 loss_ce_4: 0.2124 loss_bbox_4: 0.1655 loss_giou_4: 0.2793 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:00] d2.utils.events INFO: eta: 5:52:06 iter: 374879 total_loss: 4.786 loss_ce: 0.2009 loss_bbox: 0.1642 loss_giou: 0.2985 loss_ce_0: 0.4279 loss_bbox_0: 0.2712 loss_giou_0: 0.4602 loss_ce_1: 0.3112 loss_bbox_1: 0.1918 loss_giou_1: 0.3491 loss_ce_2: 0.2419 loss_bbox_2: 0.1688 loss_giou_2: 0.3126 loss_ce_3: 0.217 loss_bbox_3: 0.1645 loss_giou_3: 0.3109 loss_ce_4: 0.2044 loss_bbox_4: 0.1617 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:06] d2.utils.events INFO: eta: 5:51:59 iter: 374899 total_loss: 4.828 loss_ce: 0.2181 loss_bbox: 0.1604 loss_giou: 0.2998 loss_ce_0: 0.4435 loss_bbox_0: 0.2663 loss_giou_0: 0.4727 loss_ce_1: 0.3297 loss_bbox_1: 0.1857 loss_giou_1: 0.3467 loss_ce_2: 0.2652 loss_bbox_2: 0.1684 loss_giou_2: 0.3214 loss_ce_3: 0.2354 loss_bbox_3: 0.1651 loss_giou_3: 0.3101 loss_ce_4: 0.2222 loss_bbox_4: 0.1629 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:11] d2.utils.events INFO: eta: 5:51:48 iter: 374919 total_loss: 4.713 loss_ce: 0.2082 loss_bbox: 0.1382 loss_giou: 0.2972 loss_ce_0: 0.4381 loss_bbox_0: 0.2576 loss_giou_0: 0.4578 loss_ce_1: 0.3185 loss_bbox_1: 0.1712 loss_giou_1: 0.3328 loss_ce_2: 0.2702 loss_bbox_2: 0.1523 loss_giou_2: 0.3125 loss_ce_3: 0.2303 loss_bbox_3: 0.1461 loss_giou_3: 0.3082 loss_ce_4: 0.2142 loss_bbox_4: 0.1416 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:17] d2.utils.events INFO: eta: 5:51:47 iter: 374939 total_loss: 4.807 loss_ce: 0.198 loss_bbox: 0.1496 loss_giou: 0.3016 loss_ce_0: 0.4271 loss_bbox_0: 0.259 loss_giou_0: 0.4633 loss_ce_1: 0.2998 loss_bbox_1: 0.1771 loss_giou_1: 0.348 loss_ce_2: 0.2372 loss_bbox_2: 0.1645 loss_giou_2: 0.3213 loss_ce_3: 0.2075 loss_bbox_3: 0.1543 loss_giou_3: 0.3107 loss_ce_4: 0.2075 loss_bbox_4: 0.1536 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0189 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:23] d2.utils.events INFO: eta: 5:51:32 iter: 374959 total_loss: 4.767 loss_ce: 0.2058 loss_bbox: 0.1608 loss_giou: 0.3067 loss_ce_0: 0.4459 loss_bbox_0: 0.2663 loss_giou_0: 0.454 loss_ce_1: 0.3369 loss_bbox_1: 0.189 loss_giou_1: 0.3349 loss_ce_2: 0.2577 loss_bbox_2: 0.1752 loss_giou_2: 0.3178 loss_ce_3: 0.232 loss_bbox_3: 0.1677 loss_giou_3: 0.3149 loss_ce_4: 0.2128 loss_bbox_4: 0.1622 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:28] d2.utils.events INFO: eta: 5:51:18 iter: 374979 total_loss: 4.751 loss_ce: 0.1992 loss_bbox: 0.1369 loss_giou: 0.3127 loss_ce_0: 0.4224 loss_bbox_0: 0.2448 loss_giou_0: 0.4998 loss_ce_1: 0.3051 loss_bbox_1: 0.1623 loss_giou_1: 0.3659 loss_ce_2: 0.2535 loss_bbox_2: 0.1499 loss_giou_2: 0.3387 loss_ce_3: 0.2196 loss_bbox_3: 0.1436 loss_giou_3: 0.3237 loss_ce_4: 0.2046 loss_bbox_4: 0.139 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:34] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0374999.pth [11/03 19:50:36] d2.utils.events INFO: eta: 5:51:08 iter: 374999 total_loss: 4.866 loss_ce: 0.2137 loss_bbox: 0.1537 loss_giou: 0.3128 loss_ce_0: 0.4425 loss_bbox_0: 0.2597 loss_giou_0: 0.4645 loss_ce_1: 0.32 loss_bbox_1: 0.1839 loss_giou_1: 0.3578 loss_ce_2: 0.2636 loss_bbox_2: 0.1674 loss_giou_2: 0.3342 loss_ce_3: 0.2323 loss_bbox_3: 0.1597 loss_giou_3: 0.3219 loss_ce_4: 0.2097 loss_bbox_4: 0.1566 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:42] d2.utils.events INFO: eta: 5:51:13 iter: 375019 total_loss: 5.018 loss_ce: 0.2139 loss_bbox: 0.1538 loss_giou: 0.3158 loss_ce_0: 0.4444 loss_bbox_0: 0.2801 loss_giou_0: 0.4905 loss_ce_1: 0.3223 loss_bbox_1: 0.1856 loss_giou_1: 0.3672 loss_ce_2: 0.265 loss_bbox_2: 0.1716 loss_giou_2: 0.3307 loss_ce_3: 0.2319 loss_bbox_3: 0.1595 loss_giou_3: 0.3232 loss_ce_4: 0.2127 loss_bbox_4: 0.1554 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:47] d2.utils.events INFO: eta: 5:51:13 iter: 375039 total_loss: 4.831 loss_ce: 0.2041 loss_bbox: 0.1565 loss_giou: 0.2977 loss_ce_0: 0.4237 loss_bbox_0: 0.2704 loss_giou_0: 0.4742 loss_ce_1: 0.3241 loss_bbox_1: 0.177 loss_giou_1: 0.3438 loss_ce_2: 0.2604 loss_bbox_2: 0.1655 loss_giou_2: 0.3157 loss_ce_3: 0.2285 loss_bbox_3: 0.1584 loss_giou_3: 0.3025 loss_ce_4: 0.2128 loss_bbox_4: 0.1577 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:53] d2.utils.events INFO: eta: 5:51:19 iter: 375059 total_loss: 4.957 loss_ce: 0.2211 loss_bbox: 0.1604 loss_giou: 0.2923 loss_ce_0: 0.4337 loss_bbox_0: 0.2723 loss_giou_0: 0.4637 loss_ce_1: 0.3268 loss_bbox_1: 0.186 loss_giou_1: 0.3361 loss_ce_2: 0.2593 loss_bbox_2: 0.1674 loss_giou_2: 0.3158 loss_ce_3: 0.2467 loss_bbox_3: 0.1605 loss_giou_3: 0.3071 loss_ce_4: 0.2332 loss_bbox_4: 0.162 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 19:50:59] d2.utils.events INFO: eta: 5:51:12 iter: 375079 total_loss: 4.665 loss_ce: 0.2085 loss_bbox: 0.1379 loss_giou: 0.2935 loss_ce_0: 0.4094 loss_bbox_0: 0.2445 loss_giou_0: 0.464 loss_ce_1: 0.3117 loss_bbox_1: 0.164 loss_giou_1: 0.3507 loss_ce_2: 0.2438 loss_bbox_2: 0.1519 loss_giou_2: 0.3213 loss_ce_3: 0.2223 loss_bbox_3: 0.1463 loss_giou_3: 0.3091 loss_ce_4: 0.2014 loss_bbox_4: 0.1421 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:04] d2.utils.events INFO: eta: 5:51:02 iter: 375099 total_loss: 4.795 loss_ce: 0.2068 loss_bbox: 0.1636 loss_giou: 0.3126 loss_ce_0: 0.4459 loss_bbox_0: 0.2786 loss_giou_0: 0.4683 loss_ce_1: 0.3272 loss_bbox_1: 0.1987 loss_giou_1: 0.3435 loss_ce_2: 0.2512 loss_bbox_2: 0.1758 loss_giou_2: 0.324 loss_ce_3: 0.233 loss_bbox_3: 0.1724 loss_giou_3: 0.3223 loss_ce_4: 0.2179 loss_bbox_4: 0.1675 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:10] d2.utils.events INFO: eta: 5:50:58 iter: 375119 total_loss: 5.138 loss_ce: 0.223 loss_bbox: 0.1513 loss_giou: 0.3425 loss_ce_0: 0.4352 loss_bbox_0: 0.2654 loss_giou_0: 0.4985 loss_ce_1: 0.3276 loss_bbox_1: 0.1795 loss_giou_1: 0.3826 loss_ce_2: 0.2722 loss_bbox_2: 0.1641 loss_giou_2: 0.3588 loss_ce_3: 0.2397 loss_bbox_3: 0.1554 loss_giou_3: 0.3502 loss_ce_4: 0.2246 loss_bbox_4: 0.1527 loss_giou_4: 0.3427 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:16] d2.utils.events INFO: eta: 5:50:39 iter: 375139 total_loss: 4.693 loss_ce: 0.2109 loss_bbox: 0.1558 loss_giou: 0.2844 loss_ce_0: 0.4393 loss_bbox_0: 0.2576 loss_giou_0: 0.4274 loss_ce_1: 0.3273 loss_bbox_1: 0.187 loss_giou_1: 0.3322 loss_ce_2: 0.2544 loss_bbox_2: 0.1647 loss_giou_2: 0.3009 loss_ce_3: 0.2243 loss_bbox_3: 0.1621 loss_giou_3: 0.2941 loss_ce_4: 0.2138 loss_bbox_4: 0.1565 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0351 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:21] d2.utils.events INFO: eta: 5:50:34 iter: 375159 total_loss: 4.804 loss_ce: 0.215 loss_bbox: 0.1523 loss_giou: 0.3104 loss_ce_0: 0.432 loss_bbox_0: 0.27 loss_giou_0: 0.4958 loss_ce_1: 0.3133 loss_bbox_1: 0.184 loss_giou_1: 0.3521 loss_ce_2: 0.2645 loss_bbox_2: 0.1675 loss_giou_2: 0.3284 loss_ce_3: 0.2299 loss_bbox_3: 0.1628 loss_giou_3: 0.3202 loss_ce_4: 0.2167 loss_bbox_4: 0.1558 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:27] d2.utils.events INFO: eta: 5:50:26 iter: 375179 total_loss: 4.989 loss_ce: 0.2219 loss_bbox: 0.1596 loss_giou: 0.3125 loss_ce_0: 0.4487 loss_bbox_0: 0.2706 loss_giou_0: 0.4757 loss_ce_1: 0.3322 loss_bbox_1: 0.1936 loss_giou_1: 0.3409 loss_ce_2: 0.2644 loss_bbox_2: 0.1721 loss_giou_2: 0.3205 loss_ce_3: 0.2468 loss_bbox_3: 0.1623 loss_giou_3: 0.3173 loss_ce_4: 0.2267 loss_bbox_4: 0.1621 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:33] d2.utils.events INFO: eta: 5:50:25 iter: 375199 total_loss: 4.815 loss_ce: 0.2217 loss_bbox: 0.1503 loss_giou: 0.3143 loss_ce_0: 0.4521 loss_bbox_0: 0.2632 loss_giou_0: 0.4953 loss_ce_1: 0.3407 loss_bbox_1: 0.1765 loss_giou_1: 0.3522 loss_ce_2: 0.2736 loss_bbox_2: 0.1614 loss_giou_2: 0.3283 loss_ce_3: 0.2455 loss_bbox_3: 0.1521 loss_giou_3: 0.3155 loss_ce_4: 0.2301 loss_bbox_4: 0.1532 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:38] d2.utils.events INFO: eta: 5:50:19 iter: 375219 total_loss: 4.947 loss_ce: 0.2141 loss_bbox: 0.1643 loss_giou: 0.3093 loss_ce_0: 0.4347 loss_bbox_0: 0.2665 loss_giou_0: 0.463 loss_ce_1: 0.3372 loss_bbox_1: 0.1878 loss_giou_1: 0.3507 loss_ce_2: 0.2719 loss_bbox_2: 0.177 loss_giou_2: 0.3291 loss_ce_3: 0.2355 loss_bbox_3: 0.1679 loss_giou_3: 0.3237 loss_ce_4: 0.2183 loss_bbox_4: 0.1642 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:44] d2.utils.events INFO: eta: 5:50:16 iter: 375239 total_loss: 4.806 loss_ce: 0.2107 loss_bbox: 0.1506 loss_giou: 0.2983 loss_ce_0: 0.4314 loss_bbox_0: 0.2594 loss_giou_0: 0.4661 loss_ce_1: 0.3162 loss_bbox_1: 0.1871 loss_giou_1: 0.3481 loss_ce_2: 0.2616 loss_bbox_2: 0.164 loss_giou_2: 0.3193 loss_ce_3: 0.2304 loss_bbox_3: 0.1577 loss_giou_3: 0.3103 loss_ce_4: 0.2155 loss_bbox_4: 0.1492 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:50] d2.utils.events INFO: eta: 5:50:03 iter: 375259 total_loss: 4.75 loss_ce: 0.2099 loss_bbox: 0.1586 loss_giou: 0.3121 loss_ce_0: 0.4314 loss_bbox_0: 0.2635 loss_giou_0: 0.4567 loss_ce_1: 0.308 loss_bbox_1: 0.1862 loss_giou_1: 0.3465 loss_ce_2: 0.2508 loss_bbox_2: 0.1684 loss_giou_2: 0.3317 loss_ce_3: 0.2232 loss_bbox_3: 0.162 loss_giou_3: 0.3219 loss_ce_4: 0.2152 loss_bbox_4: 0.1581 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 19:51:55] d2.utils.events INFO: eta: 5:50:04 iter: 375279 total_loss: 4.816 loss_ce: 0.209 loss_bbox: 0.1621 loss_giou: 0.3003 loss_ce_0: 0.4295 loss_bbox_0: 0.2679 loss_giou_0: 0.4516 loss_ce_1: 0.3274 loss_bbox_1: 0.1891 loss_giou_1: 0.3317 loss_ce_2: 0.2665 loss_bbox_2: 0.182 loss_giou_2: 0.31 loss_ce_3: 0.2232 loss_bbox_3: 0.1761 loss_giou_3: 0.3074 loss_ce_4: 0.2103 loss_bbox_4: 0.1666 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:01] d2.utils.events INFO: eta: 5:50:09 iter: 375299 total_loss: 4.86 loss_ce: 0.197 loss_bbox: 0.1506 loss_giou: 0.3071 loss_ce_0: 0.4205 loss_bbox_0: 0.2534 loss_giou_0: 0.4719 loss_ce_1: 0.3151 loss_bbox_1: 0.1856 loss_giou_1: 0.3527 loss_ce_2: 0.252 loss_bbox_2: 0.167 loss_giou_2: 0.3292 loss_ce_3: 0.2169 loss_bbox_3: 0.1622 loss_giou_3: 0.3193 loss_ce_4: 0.2001 loss_bbox_4: 0.1568 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:07] d2.utils.events INFO: eta: 5:50:09 iter: 375319 total_loss: 4.731 loss_ce: 0.2052 loss_bbox: 0.1554 loss_giou: 0.3065 loss_ce_0: 0.4508 loss_bbox_0: 0.2653 loss_giou_0: 0.4753 loss_ce_1: 0.3146 loss_bbox_1: 0.182 loss_giou_1: 0.3472 loss_ce_2: 0.2615 loss_bbox_2: 0.1658 loss_giou_2: 0.3294 loss_ce_3: 0.2239 loss_bbox_3: 0.1665 loss_giou_3: 0.3231 loss_ce_4: 0.205 loss_bbox_4: 0.1582 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:12] d2.utils.events INFO: eta: 5:50:12 iter: 375339 total_loss: 4.97 loss_ce: 0.194 loss_bbox: 0.1561 loss_giou: 0.3103 loss_ce_0: 0.4247 loss_bbox_0: 0.2601 loss_giou_0: 0.4688 loss_ce_1: 0.3181 loss_bbox_1: 0.1817 loss_giou_1: 0.353 loss_ce_2: 0.2461 loss_bbox_2: 0.1688 loss_giou_2: 0.3217 loss_ce_3: 0.2103 loss_bbox_3: 0.163 loss_giou_3: 0.3176 loss_ce_4: 0.1957 loss_bbox_4: 0.1601 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0196 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:18] d2.utils.events INFO: eta: 5:50:06 iter: 375359 total_loss: 4.726 loss_ce: 0.2136 loss_bbox: 0.1536 loss_giou: 0.304 loss_ce_0: 0.4386 loss_bbox_0: 0.2707 loss_giou_0: 0.4856 loss_ce_1: 0.3284 loss_bbox_1: 0.1852 loss_giou_1: 0.3454 loss_ce_2: 0.2622 loss_bbox_2: 0.1683 loss_giou_2: 0.3174 loss_ce_3: 0.2375 loss_bbox_3: 0.1634 loss_giou_3: 0.3077 loss_ce_4: 0.2205 loss_bbox_4: 0.1552 loss_giou_4: 0.302 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:24] d2.utils.events INFO: eta: 5:49:49 iter: 375379 total_loss: 4.838 loss_ce: 0.2016 loss_bbox: 0.1553 loss_giou: 0.3034 loss_ce_0: 0.4254 loss_bbox_0: 0.2634 loss_giou_0: 0.4441 loss_ce_1: 0.3189 loss_bbox_1: 0.1752 loss_giou_1: 0.3453 loss_ce_2: 0.2553 loss_bbox_2: 0.1664 loss_giou_2: 0.3212 loss_ce_3: 0.2302 loss_bbox_3: 0.1604 loss_giou_3: 0.3126 loss_ce_4: 0.2121 loss_bbox_4: 0.1596 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:29] d2.utils.events INFO: eta: 5:49:35 iter: 375399 total_loss: 5.015 loss_ce: 0.2295 loss_bbox: 0.1606 loss_giou: 0.3155 loss_ce_0: 0.4374 loss_bbox_0: 0.2764 loss_giou_0: 0.4829 loss_ce_1: 0.3276 loss_bbox_1: 0.197 loss_giou_1: 0.3487 loss_ce_2: 0.2712 loss_bbox_2: 0.1828 loss_giou_2: 0.3353 loss_ce_3: 0.246 loss_bbox_3: 0.1734 loss_giou_3: 0.3265 loss_ce_4: 0.2259 loss_bbox_4: 0.1658 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:35] d2.utils.events INFO: eta: 5:49:32 iter: 375419 total_loss: 4.636 loss_ce: 0.2066 loss_bbox: 0.1399 loss_giou: 0.2938 loss_ce_0: 0.4207 loss_bbox_0: 0.2559 loss_giou_0: 0.4572 loss_ce_1: 0.296 loss_bbox_1: 0.1676 loss_giou_1: 0.3375 loss_ce_2: 0.2372 loss_bbox_2: 0.1532 loss_giou_2: 0.3099 loss_ce_3: 0.2079 loss_bbox_3: 0.1465 loss_giou_3: 0.3006 loss_ce_4: 0.2094 loss_bbox_4: 0.1448 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:41] d2.utils.events INFO: eta: 5:49:20 iter: 375439 total_loss: 4.977 loss_ce: 0.2288 loss_bbox: 0.1682 loss_giou: 0.3054 loss_ce_0: 0.4498 loss_bbox_0: 0.2828 loss_giou_0: 0.4789 loss_ce_1: 0.3437 loss_bbox_1: 0.1966 loss_giou_1: 0.3554 loss_ce_2: 0.2842 loss_bbox_2: 0.1772 loss_giou_2: 0.3266 loss_ce_3: 0.2512 loss_bbox_3: 0.1719 loss_giou_3: 0.3152 loss_ce_4: 0.2267 loss_bbox_4: 0.1682 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0331 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:46] d2.utils.events INFO: eta: 5:49:14 iter: 375459 total_loss: 4.661 loss_ce: 0.1897 loss_bbox: 0.1638 loss_giou: 0.3065 loss_ce_0: 0.4398 loss_bbox_0: 0.2625 loss_giou_0: 0.4788 loss_ce_1: 0.3042 loss_bbox_1: 0.184 loss_giou_1: 0.3423 loss_ce_2: 0.2388 loss_bbox_2: 0.1747 loss_giou_2: 0.3231 loss_ce_3: 0.2028 loss_bbox_3: 0.1686 loss_giou_3: 0.3158 loss_ce_4: 0.1885 loss_bbox_4: 0.1662 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:52] d2.utils.events INFO: eta: 5:48:54 iter: 375479 total_loss: 4.75 loss_ce: 0.2025 loss_bbox: 0.1599 loss_giou: 0.2927 loss_ce_0: 0.4275 loss_bbox_0: 0.2826 loss_giou_0: 0.4611 loss_ce_1: 0.3208 loss_bbox_1: 0.1944 loss_giou_1: 0.3352 loss_ce_2: 0.2575 loss_bbox_2: 0.1751 loss_giou_2: 0.3091 loss_ce_3: 0.2171 loss_bbox_3: 0.1663 loss_giou_3: 0.3008 loss_ce_4: 0.2066 loss_bbox_4: 0.1628 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 19:52:58] d2.utils.events INFO: eta: 5:48:43 iter: 375499 total_loss: 4.755 loss_ce: 0.2192 loss_bbox: 0.1623 loss_giou: 0.2952 loss_ce_0: 0.4399 loss_bbox_0: 0.276 loss_giou_0: 0.4443 loss_ce_1: 0.3281 loss_bbox_1: 0.1937 loss_giou_1: 0.3274 loss_ce_2: 0.2679 loss_bbox_2: 0.1724 loss_giou_2: 0.3121 loss_ce_3: 0.2355 loss_bbox_3: 0.166 loss_giou_3: 0.2996 loss_ce_4: 0.2157 loss_bbox_4: 0.1633 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:03] d2.utils.events INFO: eta: 5:48:31 iter: 375519 total_loss: 4.661 loss_ce: 0.2095 loss_bbox: 0.1498 loss_giou: 0.2859 loss_ce_0: 0.4315 loss_bbox_0: 0.2594 loss_giou_0: 0.437 loss_ce_1: 0.3179 loss_bbox_1: 0.1822 loss_giou_1: 0.339 loss_ce_2: 0.2509 loss_bbox_2: 0.1594 loss_giou_2: 0.3066 loss_ce_3: 0.2221 loss_bbox_3: 0.1569 loss_giou_3: 0.2984 loss_ce_4: 0.2173 loss_bbox_4: 0.1488 loss_giou_4: 0.2929 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:09] d2.utils.events INFO: eta: 5:48:17 iter: 375539 total_loss: 4.711 loss_ce: 0.2109 loss_bbox: 0.1547 loss_giou: 0.3058 loss_ce_0: 0.4354 loss_bbox_0: 0.2632 loss_giou_0: 0.4514 loss_ce_1: 0.3214 loss_bbox_1: 0.1808 loss_giou_1: 0.3355 loss_ce_2: 0.2559 loss_bbox_2: 0.1657 loss_giou_2: 0.3212 loss_ce_3: 0.2214 loss_bbox_3: 0.1597 loss_giou_3: 0.3087 loss_ce_4: 0.2163 loss_bbox_4: 0.1557 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:15] d2.utils.events INFO: eta: 5:48:11 iter: 375559 total_loss: 4.984 loss_ce: 0.2223 loss_bbox: 0.1578 loss_giou: 0.3067 loss_ce_0: 0.4352 loss_bbox_0: 0.2701 loss_giou_0: 0.4731 loss_ce_1: 0.3343 loss_bbox_1: 0.1877 loss_giou_1: 0.3641 loss_ce_2: 0.2755 loss_bbox_2: 0.1669 loss_giou_2: 0.3332 loss_ce_3: 0.2432 loss_bbox_3: 0.1649 loss_giou_3: 0.3239 loss_ce_4: 0.2281 loss_bbox_4: 0.1603 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:20] d2.utils.events INFO: eta: 5:48:00 iter: 375579 total_loss: 4.769 loss_ce: 0.1978 loss_bbox: 0.1568 loss_giou: 0.2993 loss_ce_0: 0.426 loss_bbox_0: 0.2589 loss_giou_0: 0.4636 loss_ce_1: 0.3214 loss_bbox_1: 0.1885 loss_giou_1: 0.3457 loss_ce_2: 0.2594 loss_bbox_2: 0.171 loss_giou_2: 0.3164 loss_ce_3: 0.2239 loss_bbox_3: 0.1613 loss_giou_3: 0.3094 loss_ce_4: 0.2008 loss_bbox_4: 0.158 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:26] d2.utils.events INFO: eta: 5:47:53 iter: 375599 total_loss: 4.557 loss_ce: 0.1897 loss_bbox: 0.1423 loss_giou: 0.2985 loss_ce_0: 0.4194 loss_bbox_0: 0.2484 loss_giou_0: 0.453 loss_ce_1: 0.3074 loss_bbox_1: 0.171 loss_giou_1: 0.3331 loss_ce_2: 0.25 loss_bbox_2: 0.1546 loss_giou_2: 0.3091 loss_ce_3: 0.2067 loss_bbox_3: 0.1511 loss_giou_3: 0.3012 loss_ce_4: 0.187 loss_bbox_4: 0.1421 loss_giou_4: 0.2988 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:31] d2.utils.events INFO: eta: 5:47:43 iter: 375619 total_loss: 4.619 loss_ce: 0.1953 loss_bbox: 0.1572 loss_giou: 0.2835 loss_ce_0: 0.4342 loss_bbox_0: 0.2692 loss_giou_0: 0.4342 loss_ce_1: 0.3196 loss_bbox_1: 0.186 loss_giou_1: 0.3289 loss_ce_2: 0.2469 loss_bbox_2: 0.1686 loss_giou_2: 0.3023 loss_ce_3: 0.2222 loss_bbox_3: 0.1621 loss_giou_3: 0.2897 loss_ce_4: 0.1987 loss_bbox_4: 0.1596 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:37] d2.utils.events INFO: eta: 5:47:38 iter: 375639 total_loss: 4.787 loss_ce: 0.2029 loss_bbox: 0.1598 loss_giou: 0.3108 loss_ce_0: 0.4195 loss_bbox_0: 0.2747 loss_giou_0: 0.4886 loss_ce_1: 0.3162 loss_bbox_1: 0.1909 loss_giou_1: 0.3583 loss_ce_2: 0.2577 loss_bbox_2: 0.1697 loss_giou_2: 0.3302 loss_ce_3: 0.2263 loss_bbox_3: 0.1613 loss_giou_3: 0.3149 loss_ce_4: 0.2105 loss_bbox_4: 0.1638 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:43] d2.utils.events INFO: eta: 5:47:20 iter: 375659 total_loss: 5.193 loss_ce: 0.2236 loss_bbox: 0.1544 loss_giou: 0.3296 loss_ce_0: 0.4364 loss_bbox_0: 0.262 loss_giou_0: 0.4935 loss_ce_1: 0.33 loss_bbox_1: 0.1785 loss_giou_1: 0.3698 loss_ce_2: 0.2768 loss_bbox_2: 0.1633 loss_giou_2: 0.3377 loss_ce_3: 0.2416 loss_bbox_3: 0.1587 loss_giou_3: 0.3356 loss_ce_4: 0.231 loss_bbox_4: 0.1557 loss_giou_4: 0.3314 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:48] d2.utils.events INFO: eta: 5:46:59 iter: 375679 total_loss: 4.985 loss_ce: 0.2231 loss_bbox: 0.1576 loss_giou: 0.3111 loss_ce_0: 0.4466 loss_bbox_0: 0.286 loss_giou_0: 0.4913 loss_ce_1: 0.3437 loss_bbox_1: 0.1895 loss_giou_1: 0.3591 loss_ce_2: 0.2721 loss_bbox_2: 0.174 loss_giou_2: 0.3344 loss_ce_3: 0.24 loss_bbox_3: 0.1684 loss_giou_3: 0.3233 loss_ce_4: 0.2291 loss_bbox_4: 0.1635 loss_giou_4: 0.32 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 19:53:54] d2.utils.events INFO: eta: 5:46:52 iter: 375699 total_loss: 4.703 loss_ce: 0.2084 loss_bbox: 0.1453 loss_giou: 0.2888 loss_ce_0: 0.4179 loss_bbox_0: 0.2472 loss_giou_0: 0.4817 loss_ce_1: 0.3232 loss_bbox_1: 0.1739 loss_giou_1: 0.3454 loss_ce_2: 0.2605 loss_bbox_2: 0.1594 loss_giou_2: 0.3166 loss_ce_3: 0.2272 loss_bbox_3: 0.1514 loss_giou_3: 0.3043 loss_ce_4: 0.212 loss_bbox_4: 0.1456 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:00] d2.utils.events INFO: eta: 5:46:45 iter: 375719 total_loss: 4.643 loss_ce: 0.2077 loss_bbox: 0.1624 loss_giou: 0.2983 loss_ce_0: 0.4374 loss_bbox_0: 0.2605 loss_giou_0: 0.471 loss_ce_1: 0.318 loss_bbox_1: 0.1806 loss_giou_1: 0.3529 loss_ce_2: 0.2599 loss_bbox_2: 0.1642 loss_giou_2: 0.3189 loss_ce_3: 0.2251 loss_bbox_3: 0.163 loss_giou_3: 0.3084 loss_ce_4: 0.2106 loss_bbox_4: 0.1576 loss_giou_4: 0.3005 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:05] d2.utils.events INFO: eta: 5:46:35 iter: 375739 total_loss: 4.765 loss_ce: 0.2145 loss_bbox: 0.1646 loss_giou: 0.2898 loss_ce_0: 0.4326 loss_bbox_0: 0.2753 loss_giou_0: 0.4438 loss_ce_1: 0.3035 loss_bbox_1: 0.1908 loss_giou_1: 0.3339 loss_ce_2: 0.2463 loss_bbox_2: 0.1791 loss_giou_2: 0.3104 loss_ce_3: 0.2277 loss_bbox_3: 0.1731 loss_giou_3: 0.3014 loss_ce_4: 0.2091 loss_bbox_4: 0.1706 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:11] d2.utils.events INFO: eta: 5:46:26 iter: 375759 total_loss: 4.534 loss_ce: 0.1821 loss_bbox: 0.152 loss_giou: 0.2726 loss_ce_0: 0.4148 loss_bbox_0: 0.2646 loss_giou_0: 0.446 loss_ce_1: 0.2921 loss_bbox_1: 0.1801 loss_giou_1: 0.3142 loss_ce_2: 0.242 loss_bbox_2: 0.1656 loss_giou_2: 0.2887 loss_ce_3: 0.2163 loss_bbox_3: 0.1586 loss_giou_3: 0.2807 loss_ce_4: 0.189 loss_bbox_4: 0.1531 loss_giou_4: 0.2743 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:17] d2.utils.events INFO: eta: 5:46:17 iter: 375779 total_loss: 4.893 loss_ce: 0.2057 loss_bbox: 0.1618 loss_giou: 0.3041 loss_ce_0: 0.435 loss_bbox_0: 0.2675 loss_giou_0: 0.4752 loss_ce_1: 0.3323 loss_bbox_1: 0.1865 loss_giou_1: 0.3393 loss_ce_2: 0.2529 loss_bbox_2: 0.1715 loss_giou_2: 0.3157 loss_ce_3: 0.2209 loss_bbox_3: 0.1635 loss_giou_3: 0.311 loss_ce_4: 0.2146 loss_bbox_4: 0.1621 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:22] d2.utils.events INFO: eta: 5:46:06 iter: 375799 total_loss: 5.143 loss_ce: 0.2276 loss_bbox: 0.1513 loss_giou: 0.3324 loss_ce_0: 0.4435 loss_bbox_0: 0.2599 loss_giou_0: 0.4868 loss_ce_1: 0.3323 loss_bbox_1: 0.1809 loss_giou_1: 0.3739 loss_ce_2: 0.2743 loss_bbox_2: 0.1647 loss_giou_2: 0.3448 loss_ce_3: 0.2451 loss_bbox_3: 0.1588 loss_giou_3: 0.3407 loss_ce_4: 0.2281 loss_bbox_4: 0.1536 loss_giou_4: 0.3413 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:28] d2.utils.events INFO: eta: 5:46:10 iter: 375819 total_loss: 4.664 loss_ce: 0.2035 loss_bbox: 0.1534 loss_giou: 0.2888 loss_ce_0: 0.4185 loss_bbox_0: 0.2714 loss_giou_0: 0.4495 loss_ce_1: 0.3185 loss_bbox_1: 0.1836 loss_giou_1: 0.342 loss_ce_2: 0.2626 loss_bbox_2: 0.1656 loss_giou_2: 0.3091 loss_ce_3: 0.2261 loss_bbox_3: 0.1627 loss_giou_3: 0.302 loss_ce_4: 0.2052 loss_bbox_4: 0.1564 loss_giou_4: 0.2894 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:34] d2.utils.events INFO: eta: 5:46:09 iter: 375839 total_loss: 4.763 loss_ce: 0.2056 loss_bbox: 0.1537 loss_giou: 0.3083 loss_ce_0: 0.4213 loss_bbox_0: 0.2714 loss_giou_0: 0.488 loss_ce_1: 0.3117 loss_bbox_1: 0.1818 loss_giou_1: 0.36 loss_ce_2: 0.2475 loss_bbox_2: 0.1722 loss_giou_2: 0.3292 loss_ce_3: 0.2162 loss_bbox_3: 0.1632 loss_giou_3: 0.3229 loss_ce_4: 0.2033 loss_bbox_4: 0.1558 loss_giou_4: 0.3132 time: 0.2800 data_time: 0.0191 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:39] d2.utils.events INFO: eta: 5:45:55 iter: 375859 total_loss: 4.683 loss_ce: 0.2033 loss_bbox: 0.1567 loss_giou: 0.2835 loss_ce_0: 0.4269 loss_bbox_0: 0.2722 loss_giou_0: 0.445 loss_ce_1: 0.3145 loss_bbox_1: 0.1874 loss_giou_1: 0.3225 loss_ce_2: 0.2449 loss_bbox_2: 0.1658 loss_giou_2: 0.3006 loss_ce_3: 0.2221 loss_bbox_3: 0.1587 loss_giou_3: 0.2899 loss_ce_4: 0.2083 loss_bbox_4: 0.1553 loss_giou_4: 0.2855 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:45] d2.utils.events INFO: eta: 5:45:56 iter: 375879 total_loss: 4.762 loss_ce: 0.2038 loss_bbox: 0.159 loss_giou: 0.2995 loss_ce_0: 0.4241 loss_bbox_0: 0.2569 loss_giou_0: 0.4509 loss_ce_1: 0.3161 loss_bbox_1: 0.189 loss_giou_1: 0.3322 loss_ce_2: 0.2527 loss_bbox_2: 0.1724 loss_giou_2: 0.3124 loss_ce_3: 0.2112 loss_bbox_3: 0.1661 loss_giou_3: 0.3067 loss_ce_4: 0.2049 loss_bbox_4: 0.165 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:50] d2.utils.events INFO: eta: 5:45:50 iter: 375899 total_loss: 4.683 loss_ce: 0.2029 loss_bbox: 0.1483 loss_giou: 0.2902 loss_ce_0: 0.4323 loss_bbox_0: 0.2605 loss_giou_0: 0.4208 loss_ce_1: 0.3212 loss_bbox_1: 0.1842 loss_giou_1: 0.3335 loss_ce_2: 0.2629 loss_bbox_2: 0.1611 loss_giou_2: 0.3091 loss_ce_3: 0.2247 loss_bbox_3: 0.155 loss_giou_3: 0.2974 loss_ce_4: 0.2085 loss_bbox_4: 0.1547 loss_giou_4: 0.2886 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 19:54:56] d2.utils.events INFO: eta: 5:45:47 iter: 375919 total_loss: 4.996 loss_ce: 0.2204 loss_bbox: 0.155 loss_giou: 0.2932 loss_ce_0: 0.4451 loss_bbox_0: 0.2665 loss_giou_0: 0.4718 loss_ce_1: 0.3366 loss_bbox_1: 0.1857 loss_giou_1: 0.3407 loss_ce_2: 0.2758 loss_bbox_2: 0.1655 loss_giou_2: 0.3118 loss_ce_3: 0.2476 loss_bbox_3: 0.1617 loss_giou_3: 0.305 loss_ce_4: 0.2335 loss_bbox_4: 0.1583 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:02] d2.utils.events INFO: eta: 5:45:43 iter: 375939 total_loss: 5.138 loss_ce: 0.2245 loss_bbox: 0.1644 loss_giou: 0.317 loss_ce_0: 0.439 loss_bbox_0: 0.2744 loss_giou_0: 0.4896 loss_ce_1: 0.3347 loss_bbox_1: 0.1979 loss_giou_1: 0.36 loss_ce_2: 0.2712 loss_bbox_2: 0.1813 loss_giou_2: 0.3311 loss_ce_3: 0.2406 loss_bbox_3: 0.1732 loss_giou_3: 0.3308 loss_ce_4: 0.2236 loss_bbox_4: 0.1662 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:08] d2.utils.events INFO: eta: 5:45:42 iter: 375959 total_loss: 5.054 loss_ce: 0.2212 loss_bbox: 0.1544 loss_giou: 0.3186 loss_ce_0: 0.4417 loss_bbox_0: 0.2723 loss_giou_0: 0.5025 loss_ce_1: 0.3311 loss_bbox_1: 0.1826 loss_giou_1: 0.3698 loss_ce_2: 0.2733 loss_bbox_2: 0.1667 loss_giou_2: 0.343 loss_ce_3: 0.2453 loss_bbox_3: 0.1616 loss_giou_3: 0.3333 loss_ce_4: 0.2282 loss_bbox_4: 0.1599 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:13] d2.utils.events INFO: eta: 5:45:30 iter: 375979 total_loss: 4.659 loss_ce: 0.2052 loss_bbox: 0.1523 loss_giou: 0.302 loss_ce_0: 0.4104 loss_bbox_0: 0.2552 loss_giou_0: 0.4604 loss_ce_1: 0.3128 loss_bbox_1: 0.1767 loss_giou_1: 0.3457 loss_ce_2: 0.245 loss_bbox_2: 0.1616 loss_giou_2: 0.3267 loss_ce_3: 0.2248 loss_bbox_3: 0.1591 loss_giou_3: 0.311 loss_ce_4: 0.2042 loss_bbox_4: 0.1557 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:19] d2.utils.events INFO: eta: 5:45:28 iter: 375999 total_loss: 4.848 loss_ce: 0.2119 loss_bbox: 0.153 loss_giou: 0.2997 loss_ce_0: 0.4384 loss_bbox_0: 0.2749 loss_giou_0: 0.4651 loss_ce_1: 0.3317 loss_bbox_1: 0.1825 loss_giou_1: 0.3343 loss_ce_2: 0.2628 loss_bbox_2: 0.1661 loss_giou_2: 0.3068 loss_ce_3: 0.2253 loss_bbox_3: 0.1586 loss_giou_3: 0.3019 loss_ce_4: 0.2159 loss_bbox_4: 0.155 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:25] d2.utils.events INFO: eta: 5:45:19 iter: 376019 total_loss: 4.914 loss_ce: 0.2097 loss_bbox: 0.1602 loss_giou: 0.3206 loss_ce_0: 0.4326 loss_bbox_0: 0.2662 loss_giou_0: 0.4871 loss_ce_1: 0.3191 loss_bbox_1: 0.1909 loss_giou_1: 0.3655 loss_ce_2: 0.2585 loss_bbox_2: 0.1732 loss_giou_2: 0.3379 loss_ce_3: 0.2306 loss_bbox_3: 0.1657 loss_giou_3: 0.3291 loss_ce_4: 0.2136 loss_bbox_4: 0.1625 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:30] d2.utils.events INFO: eta: 5:45:04 iter: 376039 total_loss: 4.805 loss_ce: 0.2118 loss_bbox: 0.1587 loss_giou: 0.3001 loss_ce_0: 0.4161 loss_bbox_0: 0.269 loss_giou_0: 0.4504 loss_ce_1: 0.3077 loss_bbox_1: 0.1873 loss_giou_1: 0.341 loss_ce_2: 0.2537 loss_bbox_2: 0.1747 loss_giou_2: 0.3208 loss_ce_3: 0.2267 loss_bbox_3: 0.1647 loss_giou_3: 0.3077 loss_ce_4: 0.2216 loss_bbox_4: 0.1607 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:36] d2.utils.events INFO: eta: 5:44:56 iter: 376059 total_loss: 4.602 loss_ce: 0.192 loss_bbox: 0.1641 loss_giou: 0.2818 loss_ce_0: 0.4166 loss_bbox_0: 0.2768 loss_giou_0: 0.417 loss_ce_1: 0.3053 loss_bbox_1: 0.1859 loss_giou_1: 0.3217 loss_ce_2: 0.238 loss_bbox_2: 0.172 loss_giou_2: 0.2981 loss_ce_3: 0.2034 loss_bbox_3: 0.1697 loss_giou_3: 0.2908 loss_ce_4: 0.1973 loss_bbox_4: 0.1647 loss_giou_4: 0.2844 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:42] d2.utils.events INFO: eta: 5:45:02 iter: 376079 total_loss: 5.054 loss_ce: 0.2154 loss_bbox: 0.1575 loss_giou: 0.3132 loss_ce_0: 0.4638 loss_bbox_0: 0.2709 loss_giou_0: 0.481 loss_ce_1: 0.3324 loss_bbox_1: 0.1866 loss_giou_1: 0.361 loss_ce_2: 0.2692 loss_bbox_2: 0.178 loss_giou_2: 0.336 loss_ce_3: 0.2374 loss_bbox_3: 0.168 loss_giou_3: 0.3233 loss_ce_4: 0.2303 loss_bbox_4: 0.1609 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:47] d2.utils.events INFO: eta: 5:44:57 iter: 376099 total_loss: 4.698 loss_ce: 0.189 loss_bbox: 0.1476 loss_giou: 0.2877 loss_ce_0: 0.4275 loss_bbox_0: 0.2624 loss_giou_0: 0.4585 loss_ce_1: 0.3194 loss_bbox_1: 0.1795 loss_giou_1: 0.3342 loss_ce_2: 0.2608 loss_bbox_2: 0.1612 loss_giou_2: 0.2992 loss_ce_3: 0.2105 loss_bbox_3: 0.154 loss_giou_3: 0.3007 loss_ce_4: 0.1955 loss_bbox_4: 0.1512 loss_giou_4: 0.2907 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:53] d2.utils.events INFO: eta: 5:45:01 iter: 376119 total_loss: 4.908 loss_ce: 0.2235 loss_bbox: 0.1437 loss_giou: 0.3205 loss_ce_0: 0.4377 loss_bbox_0: 0.2593 loss_giou_0: 0.5147 loss_ce_1: 0.325 loss_bbox_1: 0.1727 loss_giou_1: 0.3711 loss_ce_2: 0.262 loss_bbox_2: 0.1587 loss_giou_2: 0.3473 loss_ce_3: 0.2359 loss_bbox_3: 0.1503 loss_giou_3: 0.3336 loss_ce_4: 0.2241 loss_bbox_4: 0.1448 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 19:55:59] d2.utils.events INFO: eta: 5:45:02 iter: 376139 total_loss: 4.677 loss_ce: 0.2117 loss_bbox: 0.1608 loss_giou: 0.2875 loss_ce_0: 0.4341 loss_bbox_0: 0.2669 loss_giou_0: 0.4439 loss_ce_1: 0.3338 loss_bbox_1: 0.1839 loss_giou_1: 0.324 loss_ce_2: 0.2602 loss_bbox_2: 0.1713 loss_giou_2: 0.3047 loss_ce_3: 0.2292 loss_bbox_3: 0.1651 loss_giou_3: 0.2943 loss_ce_4: 0.2166 loss_bbox_4: 0.1628 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0212 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:05] d2.utils.events INFO: eta: 5:44:55 iter: 376159 total_loss: 4.764 loss_ce: 0.2061 loss_bbox: 0.151 loss_giou: 0.2896 loss_ce_0: 0.428 loss_bbox_0: 0.2601 loss_giou_0: 0.4444 loss_ce_1: 0.3214 loss_bbox_1: 0.1719 loss_giou_1: 0.3326 loss_ce_2: 0.2625 loss_bbox_2: 0.1611 loss_giou_2: 0.3113 loss_ce_3: 0.227 loss_bbox_3: 0.1543 loss_giou_3: 0.2966 loss_ce_4: 0.2147 loss_bbox_4: 0.1524 loss_giou_4: 0.294 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:10] d2.utils.events INFO: eta: 5:44:53 iter: 376179 total_loss: 4.921 loss_ce: 0.2167 loss_bbox: 0.1666 loss_giou: 0.3105 loss_ce_0: 0.4271 loss_bbox_0: 0.2856 loss_giou_0: 0.4711 loss_ce_1: 0.3244 loss_bbox_1: 0.2018 loss_giou_1: 0.3586 loss_ce_2: 0.2679 loss_bbox_2: 0.1804 loss_giou_2: 0.3263 loss_ce_3: 0.2431 loss_bbox_3: 0.1788 loss_giou_3: 0.3185 loss_ce_4: 0.2211 loss_bbox_4: 0.1689 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:16] d2.utils.events INFO: eta: 5:44:50 iter: 376199 total_loss: 4.595 loss_ce: 0.1995 loss_bbox: 0.1493 loss_giou: 0.3079 loss_ce_0: 0.4384 loss_bbox_0: 0.2523 loss_giou_0: 0.4817 loss_ce_1: 0.3223 loss_bbox_1: 0.1785 loss_giou_1: 0.3573 loss_ce_2: 0.2474 loss_bbox_2: 0.1606 loss_giou_2: 0.3273 loss_ce_3: 0.2166 loss_bbox_3: 0.1524 loss_giou_3: 0.3153 loss_ce_4: 0.1992 loss_bbox_4: 0.1505 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:22] d2.utils.events INFO: eta: 5:44:51 iter: 376219 total_loss: 4.866 loss_ce: 0.2074 loss_bbox: 0.1668 loss_giou: 0.3184 loss_ce_0: 0.4409 loss_bbox_0: 0.2743 loss_giou_0: 0.4937 loss_ce_1: 0.3296 loss_bbox_1: 0.2026 loss_giou_1: 0.3811 loss_ce_2: 0.2621 loss_bbox_2: 0.1778 loss_giou_2: 0.3481 loss_ce_3: 0.2331 loss_bbox_3: 0.1757 loss_giou_3: 0.3335 loss_ce_4: 0.2155 loss_bbox_4: 0.1744 loss_giou_4: 0.3276 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:27] d2.utils.events INFO: eta: 5:44:39 iter: 376239 total_loss: 4.873 loss_ce: 0.2075 loss_bbox: 0.1593 loss_giou: 0.3021 loss_ce_0: 0.435 loss_bbox_0: 0.2716 loss_giou_0: 0.4677 loss_ce_1: 0.3238 loss_bbox_1: 0.1854 loss_giou_1: 0.3488 loss_ce_2: 0.2639 loss_bbox_2: 0.1728 loss_giou_2: 0.32 loss_ce_3: 0.2259 loss_bbox_3: 0.1673 loss_giou_3: 0.3114 loss_ce_4: 0.2146 loss_bbox_4: 0.1636 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:33] d2.utils.events INFO: eta: 5:44:38 iter: 376259 total_loss: 4.623 loss_ce: 0.2146 loss_bbox: 0.1599 loss_giou: 0.2782 loss_ce_0: 0.4331 loss_bbox_0: 0.2645 loss_giou_0: 0.4366 loss_ce_1: 0.3223 loss_bbox_1: 0.1837 loss_giou_1: 0.3184 loss_ce_2: 0.2683 loss_bbox_2: 0.1702 loss_giou_2: 0.2926 loss_ce_3: 0.2331 loss_bbox_3: 0.1677 loss_giou_3: 0.2836 loss_ce_4: 0.2145 loss_bbox_4: 0.1603 loss_giou_4: 0.2839 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:39] d2.utils.events INFO: eta: 5:44:31 iter: 376279 total_loss: 4.791 loss_ce: 0.2055 loss_bbox: 0.1558 loss_giou: 0.2895 loss_ce_0: 0.4127 loss_bbox_0: 0.2612 loss_giou_0: 0.4548 loss_ce_1: 0.3056 loss_bbox_1: 0.1762 loss_giou_1: 0.3302 loss_ce_2: 0.2473 loss_bbox_2: 0.1646 loss_giou_2: 0.3038 loss_ce_3: 0.2203 loss_bbox_3: 0.1585 loss_giou_3: 0.2978 loss_ce_4: 0.2055 loss_bbox_4: 0.1603 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:44] d2.utils.events INFO: eta: 5:44:25 iter: 376299 total_loss: 5.037 loss_ce: 0.2247 loss_bbox: 0.1615 loss_giou: 0.3248 loss_ce_0: 0.4354 loss_bbox_0: 0.2695 loss_giou_0: 0.5048 loss_ce_1: 0.322 loss_bbox_1: 0.1952 loss_giou_1: 0.3764 loss_ce_2: 0.2724 loss_bbox_2: 0.1752 loss_giou_2: 0.3438 loss_ce_3: 0.2448 loss_bbox_3: 0.1666 loss_giou_3: 0.3351 loss_ce_4: 0.2243 loss_bbox_4: 0.1623 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:50] d2.utils.events INFO: eta: 5:44:25 iter: 376319 total_loss: 4.978 loss_ce: 0.2182 loss_bbox: 0.1617 loss_giou: 0.3044 loss_ce_0: 0.4422 loss_bbox_0: 0.2675 loss_giou_0: 0.496 loss_ce_1: 0.3314 loss_bbox_1: 0.1944 loss_giou_1: 0.3476 loss_ce_2: 0.2626 loss_bbox_2: 0.1738 loss_giou_2: 0.3227 loss_ce_3: 0.2337 loss_bbox_3: 0.1732 loss_giou_3: 0.3146 loss_ce_4: 0.2235 loss_bbox_4: 0.1677 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 19:56:56] d2.utils.events INFO: eta: 5:44:14 iter: 376339 total_loss: 4.973 loss_ce: 0.2463 loss_bbox: 0.153 loss_giou: 0.303 loss_ce_0: 0.4403 loss_bbox_0: 0.2724 loss_giou_0: 0.4605 loss_ce_1: 0.3372 loss_bbox_1: 0.1844 loss_giou_1: 0.3498 loss_ce_2: 0.2838 loss_bbox_2: 0.1638 loss_giou_2: 0.3209 loss_ce_3: 0.263 loss_bbox_3: 0.1623 loss_giou_3: 0.3111 loss_ce_4: 0.2475 loss_bbox_4: 0.1561 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:01] d2.utils.events INFO: eta: 5:43:58 iter: 376359 total_loss: 4.74 loss_ce: 0.2048 loss_bbox: 0.156 loss_giou: 0.279 loss_ce_0: 0.4362 loss_bbox_0: 0.2628 loss_giou_0: 0.4433 loss_ce_1: 0.3338 loss_bbox_1: 0.1844 loss_giou_1: 0.3325 loss_ce_2: 0.255 loss_bbox_2: 0.1708 loss_giou_2: 0.3053 loss_ce_3: 0.2272 loss_bbox_3: 0.1626 loss_giou_3: 0.2899 loss_ce_4: 0.2122 loss_bbox_4: 0.157 loss_giou_4: 0.2818 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:07] d2.utils.events INFO: eta: 5:43:57 iter: 376379 total_loss: 4.727 loss_ce: 0.208 loss_bbox: 0.1529 loss_giou: 0.2971 loss_ce_0: 0.4241 loss_bbox_0: 0.2657 loss_giou_0: 0.456 loss_ce_1: 0.3117 loss_bbox_1: 0.1804 loss_giou_1: 0.341 loss_ce_2: 0.2577 loss_bbox_2: 0.167 loss_giou_2: 0.3144 loss_ce_3: 0.2237 loss_bbox_3: 0.1566 loss_giou_3: 0.3061 loss_ce_4: 0.2191 loss_bbox_4: 0.1576 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:13] d2.utils.events INFO: eta: 5:43:52 iter: 376399 total_loss: 4.917 loss_ce: 0.2197 loss_bbox: 0.1645 loss_giou: 0.3142 loss_ce_0: 0.4281 loss_bbox_0: 0.277 loss_giou_0: 0.4786 loss_ce_1: 0.3194 loss_bbox_1: 0.1913 loss_giou_1: 0.362 loss_ce_2: 0.2678 loss_bbox_2: 0.1709 loss_giou_2: 0.3311 loss_ce_3: 0.2379 loss_bbox_3: 0.1668 loss_giou_3: 0.3242 loss_ce_4: 0.2199 loss_bbox_4: 0.163 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0212 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:18] d2.utils.events INFO: eta: 5:43:33 iter: 376419 total_loss: 4.834 loss_ce: 0.1986 loss_bbox: 0.1562 loss_giou: 0.2946 loss_ce_0: 0.4177 loss_bbox_0: 0.2632 loss_giou_0: 0.4875 loss_ce_1: 0.3014 loss_bbox_1: 0.1915 loss_giou_1: 0.3533 loss_ce_2: 0.2362 loss_bbox_2: 0.1691 loss_giou_2: 0.3192 loss_ce_3: 0.2109 loss_bbox_3: 0.1638 loss_giou_3: 0.3133 loss_ce_4: 0.2064 loss_bbox_4: 0.1589 loss_giou_4: 0.3011 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:24] d2.utils.events INFO: eta: 5:43:34 iter: 376439 total_loss: 5.05 loss_ce: 0.2218 loss_bbox: 0.1828 loss_giou: 0.299 loss_ce_0: 0.4456 loss_bbox_0: 0.301 loss_giou_0: 0.4533 loss_ce_1: 0.3255 loss_bbox_1: 0.2119 loss_giou_1: 0.3345 loss_ce_2: 0.2621 loss_bbox_2: 0.2005 loss_giou_2: 0.3195 loss_ce_3: 0.2345 loss_bbox_3: 0.1912 loss_giou_3: 0.3071 loss_ce_4: 0.2265 loss_bbox_4: 0.186 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:30] d2.utils.events INFO: eta: 5:43:31 iter: 376459 total_loss: 4.991 loss_ce: 0.2168 loss_bbox: 0.167 loss_giou: 0.2915 loss_ce_0: 0.427 loss_bbox_0: 0.2764 loss_giou_0: 0.4448 loss_ce_1: 0.3184 loss_bbox_1: 0.2086 loss_giou_1: 0.3348 loss_ce_2: 0.2677 loss_bbox_2: 0.1831 loss_giou_2: 0.3094 loss_ce_3: 0.2387 loss_bbox_3: 0.1714 loss_giou_3: 0.3049 loss_ce_4: 0.2229 loss_bbox_4: 0.1678 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:35] d2.utils.events INFO: eta: 5:43:25 iter: 376479 total_loss: 5.184 loss_ce: 0.2241 loss_bbox: 0.1654 loss_giou: 0.3116 loss_ce_0: 0.4658 loss_bbox_0: 0.2738 loss_giou_0: 0.4906 loss_ce_1: 0.337 loss_bbox_1: 0.2033 loss_giou_1: 0.3763 loss_ce_2: 0.2851 loss_bbox_2: 0.1814 loss_giou_2: 0.3345 loss_ce_3: 0.2474 loss_bbox_3: 0.1718 loss_giou_3: 0.3258 loss_ce_4: 0.2298 loss_bbox_4: 0.1681 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:41] d2.utils.events INFO: eta: 5:43:22 iter: 376499 total_loss: 4.756 loss_ce: 0.1936 loss_bbox: 0.1544 loss_giou: 0.2944 loss_ce_0: 0.4236 loss_bbox_0: 0.2676 loss_giou_0: 0.4501 loss_ce_1: 0.3097 loss_bbox_1: 0.1873 loss_giou_1: 0.3478 loss_ce_2: 0.2395 loss_bbox_2: 0.166 loss_giou_2: 0.3241 loss_ce_3: 0.2083 loss_bbox_3: 0.1578 loss_giou_3: 0.3125 loss_ce_4: 0.1976 loss_bbox_4: 0.1571 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:47] d2.utils.events INFO: eta: 5:43:12 iter: 376519 total_loss: 4.958 loss_ce: 0.2148 loss_bbox: 0.1577 loss_giou: 0.2937 loss_ce_0: 0.4229 loss_bbox_0: 0.2678 loss_giou_0: 0.4701 loss_ce_1: 0.326 loss_bbox_1: 0.1877 loss_giou_1: 0.3457 loss_ce_2: 0.2728 loss_bbox_2: 0.1685 loss_giou_2: 0.3189 loss_ce_3: 0.2306 loss_bbox_3: 0.1638 loss_giou_3: 0.3043 loss_ce_4: 0.2271 loss_bbox_4: 0.1583 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:52] d2.utils.events INFO: eta: 5:43:12 iter: 376539 total_loss: 4.475 loss_ce: 0.1992 loss_bbox: 0.1417 loss_giou: 0.2804 loss_ce_0: 0.4106 loss_bbox_0: 0.2486 loss_giou_0: 0.4653 loss_ce_1: 0.3079 loss_bbox_1: 0.1681 loss_giou_1: 0.3349 loss_ce_2: 0.2441 loss_bbox_2: 0.15 loss_giou_2: 0.3012 loss_ce_3: 0.21 loss_bbox_3: 0.1444 loss_giou_3: 0.2963 loss_ce_4: 0.1969 loss_bbox_4: 0.1439 loss_giou_4: 0.2844 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 19:57:58] d2.utils.events INFO: eta: 5:43:08 iter: 376559 total_loss: 4.815 loss_ce: 0.2197 loss_bbox: 0.1495 loss_giou: 0.2953 loss_ce_0: 0.4365 loss_bbox_0: 0.2573 loss_giou_0: 0.4695 loss_ce_1: 0.322 loss_bbox_1: 0.1834 loss_giou_1: 0.3404 loss_ce_2: 0.2599 loss_bbox_2: 0.167 loss_giou_2: 0.3183 loss_ce_3: 0.2377 loss_bbox_3: 0.1585 loss_giou_3: 0.3129 loss_ce_4: 0.2228 loss_bbox_4: 0.1495 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:04] d2.utils.events INFO: eta: 5:43:05 iter: 376579 total_loss: 4.848 loss_ce: 0.2011 loss_bbox: 0.1655 loss_giou: 0.3045 loss_ce_0: 0.4288 loss_bbox_0: 0.2712 loss_giou_0: 0.4534 loss_ce_1: 0.3071 loss_bbox_1: 0.1893 loss_giou_1: 0.354 loss_ce_2: 0.2604 loss_bbox_2: 0.1776 loss_giou_2: 0.3253 loss_ce_3: 0.2164 loss_bbox_3: 0.1704 loss_giou_3: 0.3202 loss_ce_4: 0.203 loss_bbox_4: 0.1682 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:09] d2.utils.events INFO: eta: 5:42:56 iter: 376599 total_loss: 4.852 loss_ce: 0.1883 loss_bbox: 0.1738 loss_giou: 0.2936 loss_ce_0: 0.4277 loss_bbox_0: 0.2786 loss_giou_0: 0.4275 loss_ce_1: 0.3079 loss_bbox_1: 0.1997 loss_giou_1: 0.3303 loss_ce_2: 0.2527 loss_bbox_2: 0.1797 loss_giou_2: 0.3073 loss_ce_3: 0.2143 loss_bbox_3: 0.1763 loss_giou_3: 0.2999 loss_ce_4: 0.1944 loss_bbox_4: 0.1765 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0318 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:15] d2.utils.events INFO: eta: 5:42:59 iter: 376619 total_loss: 4.517 loss_ce: 0.1889 loss_bbox: 0.1536 loss_giou: 0.2778 loss_ce_0: 0.4247 loss_bbox_0: 0.2618 loss_giou_0: 0.4493 loss_ce_1: 0.3017 loss_bbox_1: 0.1845 loss_giou_1: 0.3354 loss_ce_2: 0.2366 loss_bbox_2: 0.1661 loss_giou_2: 0.3077 loss_ce_3: 0.212 loss_bbox_3: 0.1621 loss_giou_3: 0.2971 loss_ce_4: 0.1966 loss_bbox_4: 0.156 loss_giou_4: 0.2847 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:21] d2.utils.events INFO: eta: 5:42:50 iter: 376639 total_loss: 4.862 loss_ce: 0.2237 loss_bbox: 0.1516 loss_giou: 0.2946 loss_ce_0: 0.4332 loss_bbox_0: 0.2563 loss_giou_0: 0.4743 loss_ce_1: 0.3246 loss_bbox_1: 0.1797 loss_giou_1: 0.339 loss_ce_2: 0.255 loss_bbox_2: 0.1659 loss_giou_2: 0.3137 loss_ce_3: 0.2368 loss_bbox_3: 0.1576 loss_giou_3: 0.3054 loss_ce_4: 0.2266 loss_bbox_4: 0.1543 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:26] d2.utils.events INFO: eta: 5:42:46 iter: 376659 total_loss: 4.802 loss_ce: 0.2102 loss_bbox: 0.1472 loss_giou: 0.3087 loss_ce_0: 0.4311 loss_bbox_0: 0.2614 loss_giou_0: 0.4804 loss_ce_1: 0.3116 loss_bbox_1: 0.1823 loss_giou_1: 0.3507 loss_ce_2: 0.2541 loss_bbox_2: 0.1599 loss_giou_2: 0.3309 loss_ce_3: 0.2291 loss_bbox_3: 0.1564 loss_giou_3: 0.3176 loss_ce_4: 0.216 loss_bbox_4: 0.1533 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0200 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:32] d2.utils.events INFO: eta: 5:42:47 iter: 376679 total_loss: 4.621 loss_ce: 0.1827 loss_bbox: 0.1654 loss_giou: 0.3004 loss_ce_0: 0.4172 loss_bbox_0: 0.2721 loss_giou_0: 0.4569 loss_ce_1: 0.3077 loss_bbox_1: 0.1949 loss_giou_1: 0.3431 loss_ce_2: 0.2293 loss_bbox_2: 0.1774 loss_giou_2: 0.3202 loss_ce_3: 0.2016 loss_bbox_3: 0.1683 loss_giou_3: 0.3129 loss_ce_4: 0.1856 loss_bbox_4: 0.1656 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:38] d2.utils.events INFO: eta: 5:42:50 iter: 376699 total_loss: 4.941 loss_ce: 0.2169 loss_bbox: 0.1667 loss_giou: 0.3035 loss_ce_0: 0.4289 loss_bbox_0: 0.2806 loss_giou_0: 0.4675 loss_ce_1: 0.3272 loss_bbox_1: 0.1938 loss_giou_1: 0.3483 loss_ce_2: 0.2583 loss_bbox_2: 0.177 loss_giou_2: 0.3278 loss_ce_3: 0.2303 loss_bbox_3: 0.1717 loss_giou_3: 0.3136 loss_ce_4: 0.222 loss_bbox_4: 0.1658 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:43] d2.utils.events INFO: eta: 5:42:52 iter: 376719 total_loss: 5.042 loss_ce: 0.2371 loss_bbox: 0.1586 loss_giou: 0.2962 loss_ce_0: 0.4633 loss_bbox_0: 0.2848 loss_giou_0: 0.4756 loss_ce_1: 0.3496 loss_bbox_1: 0.1878 loss_giou_1: 0.3418 loss_ce_2: 0.2937 loss_bbox_2: 0.1723 loss_giou_2: 0.312 loss_ce_3: 0.2671 loss_bbox_3: 0.1634 loss_giou_3: 0.3079 loss_ce_4: 0.2475 loss_bbox_4: 0.159 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0205 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:49] d2.utils.events INFO: eta: 5:42:46 iter: 376739 total_loss: 4.693 loss_ce: 0.1869 loss_bbox: 0.1625 loss_giou: 0.291 loss_ce_0: 0.4064 loss_bbox_0: 0.2796 loss_giou_0: 0.4466 loss_ce_1: 0.293 loss_bbox_1: 0.1947 loss_giou_1: 0.3414 loss_ce_2: 0.228 loss_bbox_2: 0.1753 loss_giou_2: 0.3179 loss_ce_3: 0.2112 loss_bbox_3: 0.1725 loss_giou_3: 0.3059 loss_ce_4: 0.1968 loss_bbox_4: 0.1679 loss_giou_4: 0.2937 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 19:58:55] d2.utils.events INFO: eta: 5:42:40 iter: 376759 total_loss: 4.768 loss_ce: 0.2127 loss_bbox: 0.154 loss_giou: 0.2912 loss_ce_0: 0.4317 loss_bbox_0: 0.2674 loss_giou_0: 0.4337 loss_ce_1: 0.3011 loss_bbox_1: 0.1847 loss_giou_1: 0.3324 loss_ce_2: 0.2553 loss_bbox_2: 0.1681 loss_giou_2: 0.3062 loss_ce_3: 0.2306 loss_bbox_3: 0.1613 loss_giou_3: 0.2993 loss_ce_4: 0.2159 loss_bbox_4: 0.1576 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:00] d2.utils.events INFO: eta: 5:42:35 iter: 376779 total_loss: 4.947 loss_ce: 0.2108 loss_bbox: 0.1584 loss_giou: 0.3003 loss_ce_0: 0.4505 loss_bbox_0: 0.2612 loss_giou_0: 0.4555 loss_ce_1: 0.3337 loss_bbox_1: 0.1813 loss_giou_1: 0.3329 loss_ce_2: 0.2771 loss_bbox_2: 0.1656 loss_giou_2: 0.3067 loss_ce_3: 0.2381 loss_bbox_3: 0.1626 loss_giou_3: 0.3061 loss_ce_4: 0.2148 loss_bbox_4: 0.1603 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:06] d2.utils.events INFO: eta: 5:42:37 iter: 376799 total_loss: 4.888 loss_ce: 0.2093 loss_bbox: 0.1658 loss_giou: 0.303 loss_ce_0: 0.4517 loss_bbox_0: 0.2751 loss_giou_0: 0.477 loss_ce_1: 0.3337 loss_bbox_1: 0.1912 loss_giou_1: 0.3457 loss_ce_2: 0.2751 loss_bbox_2: 0.1797 loss_giou_2: 0.3243 loss_ce_3: 0.2347 loss_bbox_3: 0.1713 loss_giou_3: 0.3117 loss_ce_4: 0.2285 loss_bbox_4: 0.1695 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:12] d2.utils.events INFO: eta: 5:42:32 iter: 376819 total_loss: 4.814 loss_ce: 0.2095 loss_bbox: 0.1507 loss_giou: 0.2955 loss_ce_0: 0.4318 loss_bbox_0: 0.2584 loss_giou_0: 0.4734 loss_ce_1: 0.3159 loss_bbox_1: 0.1815 loss_giou_1: 0.3367 loss_ce_2: 0.254 loss_bbox_2: 0.1607 loss_giou_2: 0.3196 loss_ce_3: 0.227 loss_bbox_3: 0.1509 loss_giou_3: 0.3117 loss_ce_4: 0.2106 loss_bbox_4: 0.1512 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:17] d2.utils.events INFO: eta: 5:42:26 iter: 376839 total_loss: 4.874 loss_ce: 0.2056 loss_bbox: 0.1617 loss_giou: 0.307 loss_ce_0: 0.4238 loss_bbox_0: 0.2711 loss_giou_0: 0.4721 loss_ce_1: 0.325 loss_bbox_1: 0.1936 loss_giou_1: 0.3636 loss_ce_2: 0.2635 loss_bbox_2: 0.1751 loss_giou_2: 0.3304 loss_ce_3: 0.2262 loss_bbox_3: 0.1691 loss_giou_3: 0.3209 loss_ce_4: 0.2098 loss_bbox_4: 0.165 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:23] d2.utils.events INFO: eta: 5:42:23 iter: 376859 total_loss: 5.002 loss_ce: 0.2249 loss_bbox: 0.1633 loss_giou: 0.3055 loss_ce_0: 0.4289 loss_bbox_0: 0.2893 loss_giou_0: 0.4748 loss_ce_1: 0.3381 loss_bbox_1: 0.1947 loss_giou_1: 0.3524 loss_ce_2: 0.2663 loss_bbox_2: 0.1881 loss_giou_2: 0.3249 loss_ce_3: 0.2456 loss_bbox_3: 0.1762 loss_giou_3: 0.3142 loss_ce_4: 0.2265 loss_bbox_4: 0.17 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:29] d2.utils.events INFO: eta: 5:42:09 iter: 376879 total_loss: 4.961 loss_ce: 0.2126 loss_bbox: 0.1397 loss_giou: 0.3163 loss_ce_0: 0.4331 loss_bbox_0: 0.254 loss_giou_0: 0.4972 loss_ce_1: 0.3241 loss_bbox_1: 0.1801 loss_giou_1: 0.3649 loss_ce_2: 0.2633 loss_bbox_2: 0.1575 loss_giou_2: 0.338 loss_ce_3: 0.2292 loss_bbox_3: 0.1509 loss_giou_3: 0.3232 loss_ce_4: 0.221 loss_bbox_4: 0.1444 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:34] d2.utils.events INFO: eta: 5:42:05 iter: 376899 total_loss: 4.92 loss_ce: 0.2141 loss_bbox: 0.161 loss_giou: 0.3011 loss_ce_0: 0.4529 loss_bbox_0: 0.2689 loss_giou_0: 0.4655 loss_ce_1: 0.3316 loss_bbox_1: 0.1861 loss_giou_1: 0.346 loss_ce_2: 0.2686 loss_bbox_2: 0.1712 loss_giou_2: 0.3157 loss_ce_3: 0.2352 loss_bbox_3: 0.1697 loss_giou_3: 0.3128 loss_ce_4: 0.2266 loss_bbox_4: 0.1649 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:40] d2.utils.events INFO: eta: 5:41:56 iter: 376919 total_loss: 4.799 loss_ce: 0.2008 loss_bbox: 0.1584 loss_giou: 0.3062 loss_ce_0: 0.4308 loss_bbox_0: 0.2668 loss_giou_0: 0.4779 loss_ce_1: 0.3132 loss_bbox_1: 0.1819 loss_giou_1: 0.3543 loss_ce_2: 0.2584 loss_bbox_2: 0.1647 loss_giou_2: 0.3322 loss_ce_3: 0.2146 loss_bbox_3: 0.1639 loss_giou_3: 0.3203 loss_ce_4: 0.2075 loss_bbox_4: 0.1575 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:46] d2.utils.events INFO: eta: 5:42:01 iter: 376939 total_loss: 5.312 loss_ce: 0.2347 loss_bbox: 0.1548 loss_giou: 0.3486 loss_ce_0: 0.4619 loss_bbox_0: 0.2696 loss_giou_0: 0.537 loss_ce_1: 0.347 loss_bbox_1: 0.1862 loss_giou_1: 0.3976 loss_ce_2: 0.2885 loss_bbox_2: 0.1757 loss_giou_2: 0.3655 loss_ce_3: 0.2564 loss_bbox_3: 0.1627 loss_giou_3: 0.3584 loss_ce_4: 0.2399 loss_bbox_4: 0.157 loss_giou_4: 0.3491 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:52] d2.utils.events INFO: eta: 5:42:03 iter: 376959 total_loss: 4.939 loss_ce: 0.21 loss_bbox: 0.1544 loss_giou: 0.3024 loss_ce_0: 0.4452 loss_bbox_0: 0.2663 loss_giou_0: 0.472 loss_ce_1: 0.3327 loss_bbox_1: 0.1758 loss_giou_1: 0.3459 loss_ce_2: 0.2774 loss_bbox_2: 0.1627 loss_giou_2: 0.3228 loss_ce_3: 0.2387 loss_bbox_3: 0.1564 loss_giou_3: 0.3128 loss_ce_4: 0.2205 loss_bbox_4: 0.1544 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 19:59:57] d2.utils.events INFO: eta: 5:42:00 iter: 376979 total_loss: 5.213 loss_ce: 0.2311 loss_bbox: 0.1662 loss_giou: 0.3157 loss_ce_0: 0.4415 loss_bbox_0: 0.2857 loss_giou_0: 0.4873 loss_ce_1: 0.3389 loss_bbox_1: 0.2047 loss_giou_1: 0.3572 loss_ce_2: 0.2731 loss_bbox_2: 0.1846 loss_giou_2: 0.3361 loss_ce_3: 0.249 loss_bbox_3: 0.1762 loss_giou_3: 0.3282 loss_ce_4: 0.2374 loss_bbox_4: 0.1715 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:03] d2.utils.events INFO: eta: 5:41:53 iter: 376999 total_loss: 4.711 loss_ce: 0.2051 loss_bbox: 0.1606 loss_giou: 0.2976 loss_ce_0: 0.4259 loss_bbox_0: 0.2599 loss_giou_0: 0.4764 loss_ce_1: 0.311 loss_bbox_1: 0.1867 loss_giou_1: 0.349 loss_ce_2: 0.253 loss_bbox_2: 0.1733 loss_giou_2: 0.3276 loss_ce_3: 0.2171 loss_bbox_3: 0.1694 loss_giou_3: 0.3083 loss_ce_4: 0.2058 loss_bbox_4: 0.1611 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:09] d2.utils.events INFO: eta: 5:41:44 iter: 377019 total_loss: 4.862 loss_ce: 0.2015 loss_bbox: 0.1474 loss_giou: 0.307 loss_ce_0: 0.4284 loss_bbox_0: 0.2623 loss_giou_0: 0.4908 loss_ce_1: 0.3117 loss_bbox_1: 0.1767 loss_giou_1: 0.3589 loss_ce_2: 0.2484 loss_bbox_2: 0.1629 loss_giou_2: 0.3307 loss_ce_3: 0.2206 loss_bbox_3: 0.1551 loss_giou_3: 0.3209 loss_ce_4: 0.207 loss_bbox_4: 0.1509 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:14] d2.utils.events INFO: eta: 5:41:38 iter: 377039 total_loss: 4.694 loss_ce: 0.2088 loss_bbox: 0.1601 loss_giou: 0.2927 loss_ce_0: 0.4436 loss_bbox_0: 0.2645 loss_giou_0: 0.4576 loss_ce_1: 0.3317 loss_bbox_1: 0.1906 loss_giou_1: 0.3351 loss_ce_2: 0.2581 loss_bbox_2: 0.1727 loss_giou_2: 0.3098 loss_ce_3: 0.2265 loss_bbox_3: 0.1627 loss_giou_3: 0.2999 loss_ce_4: 0.2135 loss_bbox_4: 0.1617 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0205 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:20] d2.utils.events INFO: eta: 5:41:31 iter: 377059 total_loss: 4.839 loss_ce: 0.1943 loss_bbox: 0.1518 loss_giou: 0.3024 loss_ce_0: 0.4233 loss_bbox_0: 0.2631 loss_giou_0: 0.4689 loss_ce_1: 0.314 loss_bbox_1: 0.1761 loss_giou_1: 0.3524 loss_ce_2: 0.2637 loss_bbox_2: 0.1609 loss_giou_2: 0.3263 loss_ce_3: 0.22 loss_bbox_3: 0.1554 loss_giou_3: 0.3214 loss_ce_4: 0.2017 loss_bbox_4: 0.155 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:26] d2.utils.events INFO: eta: 5:41:12 iter: 377079 total_loss: 4.753 loss_ce: 0.1925 loss_bbox: 0.165 loss_giou: 0.2978 loss_ce_0: 0.4222 loss_bbox_0: 0.2673 loss_giou_0: 0.4397 loss_ce_1: 0.3021 loss_bbox_1: 0.1917 loss_giou_1: 0.3476 loss_ce_2: 0.2435 loss_bbox_2: 0.171 loss_giou_2: 0.3174 loss_ce_3: 0.2111 loss_bbox_3: 0.1707 loss_giou_3: 0.3073 loss_ce_4: 0.1987 loss_bbox_4: 0.1688 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:31] d2.utils.events INFO: eta: 5:41:02 iter: 377099 total_loss: 4.677 loss_ce: 0.1911 loss_bbox: 0.1431 loss_giou: 0.2807 loss_ce_0: 0.4158 loss_bbox_0: 0.2629 loss_giou_0: 0.4513 loss_ce_1: 0.3065 loss_bbox_1: 0.1811 loss_giou_1: 0.329 loss_ce_2: 0.2367 loss_bbox_2: 0.1607 loss_giou_2: 0.306 loss_ce_3: 0.2116 loss_bbox_3: 0.1522 loss_giou_3: 0.2937 loss_ce_4: 0.1939 loss_bbox_4: 0.1473 loss_giou_4: 0.2838 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:37] d2.utils.events INFO: eta: 5:40:49 iter: 377119 total_loss: 4.705 loss_ce: 0.198 loss_bbox: 0.1511 loss_giou: 0.3037 loss_ce_0: 0.4345 loss_bbox_0: 0.2598 loss_giou_0: 0.4585 loss_ce_1: 0.3207 loss_bbox_1: 0.1761 loss_giou_1: 0.3473 loss_ce_2: 0.2546 loss_bbox_2: 0.1565 loss_giou_2: 0.3246 loss_ce_3: 0.2356 loss_bbox_3: 0.1541 loss_giou_3: 0.3162 loss_ce_4: 0.2108 loss_bbox_4: 0.1496 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:43] d2.utils.events INFO: eta: 5:40:45 iter: 377139 total_loss: 4.826 loss_ce: 0.201 loss_bbox: 0.1568 loss_giou: 0.3073 loss_ce_0: 0.4338 loss_bbox_0: 0.2667 loss_giou_0: 0.4837 loss_ce_1: 0.3064 loss_bbox_1: 0.1872 loss_giou_1: 0.3547 loss_ce_2: 0.2441 loss_bbox_2: 0.1707 loss_giou_2: 0.3212 loss_ce_3: 0.2216 loss_bbox_3: 0.1618 loss_giou_3: 0.3074 loss_ce_4: 0.2069 loss_bbox_4: 0.1557 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:48] d2.utils.events INFO: eta: 5:40:41 iter: 377159 total_loss: 5.228 loss_ce: 0.2305 loss_bbox: 0.162 loss_giou: 0.3309 loss_ce_0: 0.4378 loss_bbox_0: 0.2873 loss_giou_0: 0.5045 loss_ce_1: 0.3466 loss_bbox_1: 0.1984 loss_giou_1: 0.3807 loss_ce_2: 0.2789 loss_bbox_2: 0.1782 loss_giou_2: 0.3517 loss_ce_3: 0.2463 loss_bbox_3: 0.169 loss_giou_3: 0.3425 loss_ce_4: 0.2333 loss_bbox_4: 0.1654 loss_giou_4: 0.3387 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:00:54] d2.utils.events INFO: eta: 5:40:37 iter: 377179 total_loss: 4.502 loss_ce: 0.196 loss_bbox: 0.1436 loss_giou: 0.2915 loss_ce_0: 0.4111 loss_bbox_0: 0.2554 loss_giou_0: 0.4446 loss_ce_1: 0.3089 loss_bbox_1: 0.1719 loss_giou_1: 0.3248 loss_ce_2: 0.2464 loss_bbox_2: 0.1556 loss_giou_2: 0.3112 loss_ce_3: 0.2232 loss_bbox_3: 0.1512 loss_giou_3: 0.2994 loss_ce_4: 0.2049 loss_bbox_4: 0.1444 loss_giou_4: 0.2914 time: 0.2800 data_time: 0.0171 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:00] d2.utils.events INFO: eta: 5:40:31 iter: 377199 total_loss: 4.809 loss_ce: 0.2046 loss_bbox: 0.1635 loss_giou: 0.2895 loss_ce_0: 0.4197 loss_bbox_0: 0.2799 loss_giou_0: 0.449 loss_ce_1: 0.3025 loss_bbox_1: 0.1982 loss_giou_1: 0.3362 loss_ce_2: 0.2502 loss_bbox_2: 0.1776 loss_giou_2: 0.3146 loss_ce_3: 0.221 loss_bbox_3: 0.1672 loss_giou_3: 0.3041 loss_ce_4: 0.205 loss_bbox_4: 0.1672 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:05] d2.utils.events INFO: eta: 5:40:23 iter: 377219 total_loss: 4.798 loss_ce: 0.2094 loss_bbox: 0.1561 loss_giou: 0.2898 loss_ce_0: 0.4372 loss_bbox_0: 0.278 loss_giou_0: 0.4565 loss_ce_1: 0.3079 loss_bbox_1: 0.1878 loss_giou_1: 0.3408 loss_ce_2: 0.2525 loss_bbox_2: 0.1765 loss_giou_2: 0.3139 loss_ce_3: 0.2238 loss_bbox_3: 0.1698 loss_giou_3: 0.3072 loss_ce_4: 0.2144 loss_bbox_4: 0.1609 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:11] d2.utils.events INFO: eta: 5:40:19 iter: 377239 total_loss: 4.811 loss_ce: 0.1973 loss_bbox: 0.1553 loss_giou: 0.3048 loss_ce_0: 0.4198 loss_bbox_0: 0.2619 loss_giou_0: 0.4751 loss_ce_1: 0.314 loss_bbox_1: 0.1866 loss_giou_1: 0.3451 loss_ce_2: 0.2461 loss_bbox_2: 0.1698 loss_giou_2: 0.3218 loss_ce_3: 0.2146 loss_bbox_3: 0.1608 loss_giou_3: 0.308 loss_ce_4: 0.1993 loss_bbox_4: 0.16 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:17] d2.utils.events INFO: eta: 5:40:10 iter: 377259 total_loss: 4.657 loss_ce: 0.1954 loss_bbox: 0.1539 loss_giou: 0.2889 loss_ce_0: 0.4227 loss_bbox_0: 0.2595 loss_giou_0: 0.4408 loss_ce_1: 0.3083 loss_bbox_1: 0.1797 loss_giou_1: 0.3369 loss_ce_2: 0.2482 loss_bbox_2: 0.1622 loss_giou_2: 0.3128 loss_ce_3: 0.2178 loss_bbox_3: 0.1593 loss_giou_3: 0.2987 loss_ce_4: 0.1973 loss_bbox_4: 0.1577 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:22] d2.utils.events INFO: eta: 5:40:04 iter: 377279 total_loss: 4.803 loss_ce: 0.1908 loss_bbox: 0.1571 loss_giou: 0.3103 loss_ce_0: 0.4288 loss_bbox_0: 0.2725 loss_giou_0: 0.4721 loss_ce_1: 0.3064 loss_bbox_1: 0.194 loss_giou_1: 0.3502 loss_ce_2: 0.248 loss_bbox_2: 0.1732 loss_giou_2: 0.3269 loss_ce_3: 0.2096 loss_bbox_3: 0.1661 loss_giou_3: 0.319 loss_ce_4: 0.1981 loss_bbox_4: 0.1624 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:28] d2.utils.events INFO: eta: 5:39:57 iter: 377299 total_loss: 4.989 loss_ce: 0.2094 loss_bbox: 0.1627 loss_giou: 0.3037 loss_ce_0: 0.4336 loss_bbox_0: 0.2767 loss_giou_0: 0.4655 loss_ce_1: 0.3161 loss_bbox_1: 0.2016 loss_giou_1: 0.3476 loss_ce_2: 0.2541 loss_bbox_2: 0.1896 loss_giou_2: 0.3232 loss_ce_3: 0.2221 loss_bbox_3: 0.1817 loss_giou_3: 0.3124 loss_ce_4: 0.2196 loss_bbox_4: 0.1739 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:34] d2.utils.events INFO: eta: 5:39:48 iter: 377319 total_loss: 4.953 loss_ce: 0.2066 loss_bbox: 0.1511 loss_giou: 0.3079 loss_ce_0: 0.442 loss_bbox_0: 0.266 loss_giou_0: 0.4674 loss_ce_1: 0.33 loss_bbox_1: 0.191 loss_giou_1: 0.3572 loss_ce_2: 0.2715 loss_bbox_2: 0.1647 loss_giou_2: 0.3254 loss_ce_3: 0.2271 loss_bbox_3: 0.1545 loss_giou_3: 0.3145 loss_ce_4: 0.2122 loss_bbox_4: 0.1554 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:39] d2.utils.events INFO: eta: 5:39:43 iter: 377339 total_loss: 4.815 loss_ce: 0.211 loss_bbox: 0.1519 loss_giou: 0.292 loss_ce_0: 0.4459 loss_bbox_0: 0.2596 loss_giou_0: 0.4753 loss_ce_1: 0.3267 loss_bbox_1: 0.1794 loss_giou_1: 0.3503 loss_ce_2: 0.2561 loss_bbox_2: 0.1637 loss_giou_2: 0.3185 loss_ce_3: 0.2284 loss_bbox_3: 0.1607 loss_giou_3: 0.3008 loss_ce_4: 0.2136 loss_bbox_4: 0.1581 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:45] d2.utils.events INFO: eta: 5:39:44 iter: 377359 total_loss: 4.844 loss_ce: 0.2049 loss_bbox: 0.1521 loss_giou: 0.2841 loss_ce_0: 0.4206 loss_bbox_0: 0.2642 loss_giou_0: 0.4677 loss_ce_1: 0.3137 loss_bbox_1: 0.1821 loss_giou_1: 0.3361 loss_ce_2: 0.2466 loss_bbox_2: 0.1612 loss_giou_2: 0.3016 loss_ce_3: 0.2197 loss_bbox_3: 0.1524 loss_giou_3: 0.2946 loss_ce_4: 0.205 loss_bbox_4: 0.1524 loss_giou_4: 0.2872 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:51] d2.utils.events INFO: eta: 5:39:39 iter: 377379 total_loss: 4.989 loss_ce: 0.2283 loss_bbox: 0.1516 loss_giou: 0.3072 loss_ce_0: 0.4468 loss_bbox_0: 0.273 loss_giou_0: 0.4844 loss_ce_1: 0.3603 loss_bbox_1: 0.1765 loss_giou_1: 0.3475 loss_ce_2: 0.2952 loss_bbox_2: 0.1676 loss_giou_2: 0.3215 loss_ce_3: 0.2564 loss_bbox_3: 0.1615 loss_giou_3: 0.3168 loss_ce_4: 0.2396 loss_bbox_4: 0.155 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 20:01:57] d2.utils.events INFO: eta: 5:39:46 iter: 377399 total_loss: 4.981 loss_ce: 0.215 loss_bbox: 0.1574 loss_giou: 0.2909 loss_ce_0: 0.4207 loss_bbox_0: 0.2671 loss_giou_0: 0.4682 loss_ce_1: 0.321 loss_bbox_1: 0.1884 loss_giou_1: 0.3432 loss_ce_2: 0.2602 loss_bbox_2: 0.1704 loss_giou_2: 0.3098 loss_ce_3: 0.2303 loss_bbox_3: 0.1629 loss_giou_3: 0.3007 loss_ce_4: 0.215 loss_bbox_4: 0.1604 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:02] d2.utils.events INFO: eta: 5:39:57 iter: 377419 total_loss: 4.852 loss_ce: 0.2043 loss_bbox: 0.1666 loss_giou: 0.2982 loss_ce_0: 0.4299 loss_bbox_0: 0.2799 loss_giou_0: 0.4876 loss_ce_1: 0.317 loss_bbox_1: 0.2005 loss_giou_1: 0.3507 loss_ce_2: 0.2544 loss_bbox_2: 0.1805 loss_giou_2: 0.321 loss_ce_3: 0.2282 loss_bbox_3: 0.174 loss_giou_3: 0.3119 loss_ce_4: 0.2055 loss_bbox_4: 0.1653 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:08] d2.utils.events INFO: eta: 5:39:54 iter: 377439 total_loss: 4.839 loss_ce: 0.2017 loss_bbox: 0.1542 loss_giou: 0.2991 loss_ce_0: 0.4275 loss_bbox_0: 0.2751 loss_giou_0: 0.4665 loss_ce_1: 0.3166 loss_bbox_1: 0.1957 loss_giou_1: 0.3516 loss_ce_2: 0.2588 loss_bbox_2: 0.169 loss_giou_2: 0.3212 loss_ce_3: 0.2281 loss_bbox_3: 0.1599 loss_giou_3: 0.3103 loss_ce_4: 0.2054 loss_bbox_4: 0.1537 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:14] d2.utils.events INFO: eta: 5:39:44 iter: 377459 total_loss: 4.584 loss_ce: 0.2118 loss_bbox: 0.1522 loss_giou: 0.2732 loss_ce_0: 0.4414 loss_bbox_0: 0.2509 loss_giou_0: 0.4259 loss_ce_1: 0.3262 loss_bbox_1: 0.1751 loss_giou_1: 0.3095 loss_ce_2: 0.2479 loss_bbox_2: 0.1583 loss_giou_2: 0.2854 loss_ce_3: 0.2316 loss_bbox_3: 0.152 loss_giou_3: 0.2844 loss_ce_4: 0.2128 loss_bbox_4: 0.1514 loss_giou_4: 0.2797 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:19] d2.utils.events INFO: eta: 5:39:25 iter: 377479 total_loss: 4.665 loss_ce: 0.2041 loss_bbox: 0.1525 loss_giou: 0.3068 loss_ce_0: 0.4274 loss_bbox_0: 0.2545 loss_giou_0: 0.4712 loss_ce_1: 0.3204 loss_bbox_1: 0.1784 loss_giou_1: 0.3435 loss_ce_2: 0.2554 loss_bbox_2: 0.1636 loss_giou_2: 0.3235 loss_ce_3: 0.2234 loss_bbox_3: 0.1571 loss_giou_3: 0.3162 loss_ce_4: 0.2101 loss_bbox_4: 0.1532 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:25] d2.utils.events INFO: eta: 5:39:14 iter: 377499 total_loss: 4.707 loss_ce: 0.2011 loss_bbox: 0.1513 loss_giou: 0.2972 loss_ce_0: 0.4181 loss_bbox_0: 0.2627 loss_giou_0: 0.4663 loss_ce_1: 0.312 loss_bbox_1: 0.1805 loss_giou_1: 0.3347 loss_ce_2: 0.255 loss_bbox_2: 0.1648 loss_giou_2: 0.3146 loss_ce_3: 0.2295 loss_bbox_3: 0.1545 loss_giou_3: 0.3053 loss_ce_4: 0.2081 loss_bbox_4: 0.1523 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:31] d2.utils.events INFO: eta: 5:39:06 iter: 377519 total_loss: 5.034 loss_ce: 0.2032 loss_bbox: 0.1694 loss_giou: 0.3059 loss_ce_0: 0.4349 loss_bbox_0: 0.2703 loss_giou_0: 0.4681 loss_ce_1: 0.3257 loss_bbox_1: 0.1916 loss_giou_1: 0.3531 loss_ce_2: 0.269 loss_bbox_2: 0.1804 loss_giou_2: 0.3275 loss_ce_3: 0.2352 loss_bbox_3: 0.175 loss_giou_3: 0.3167 loss_ce_4: 0.2107 loss_bbox_4: 0.1723 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0331 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:36] d2.utils.events INFO: eta: 5:38:55 iter: 377539 total_loss: 5.22 loss_ce: 0.2263 loss_bbox: 0.1601 loss_giou: 0.3241 loss_ce_0: 0.4548 loss_bbox_0: 0.2692 loss_giou_0: 0.4918 loss_ce_1: 0.3356 loss_bbox_1: 0.1944 loss_giou_1: 0.3753 loss_ce_2: 0.2788 loss_bbox_2: 0.1754 loss_giou_2: 0.3517 loss_ce_3: 0.2517 loss_bbox_3: 0.1689 loss_giou_3: 0.3366 loss_ce_4: 0.2329 loss_bbox_4: 0.1659 loss_giou_4: 0.3297 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:42] d2.utils.events INFO: eta: 5:38:46 iter: 377559 total_loss: 5.025 loss_ce: 0.2217 loss_bbox: 0.1579 loss_giou: 0.3234 loss_ce_0: 0.4412 loss_bbox_0: 0.287 loss_giou_0: 0.4725 loss_ce_1: 0.3282 loss_bbox_1: 0.1989 loss_giou_1: 0.3651 loss_ce_2: 0.271 loss_bbox_2: 0.1747 loss_giou_2: 0.3428 loss_ce_3: 0.2383 loss_bbox_3: 0.1678 loss_giou_3: 0.325 loss_ce_4: 0.2226 loss_bbox_4: 0.1623 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:47] d2.utils.events INFO: eta: 5:38:36 iter: 377579 total_loss: 4.975 loss_ce: 0.2223 loss_bbox: 0.1562 loss_giou: 0.3023 loss_ce_0: 0.4546 loss_bbox_0: 0.2819 loss_giou_0: 0.4659 loss_ce_1: 0.3307 loss_bbox_1: 0.1867 loss_giou_1: 0.3352 loss_ce_2: 0.2705 loss_bbox_2: 0.1665 loss_giou_2: 0.3137 loss_ce_3: 0.2439 loss_bbox_3: 0.1607 loss_giou_3: 0.3117 loss_ce_4: 0.2282 loss_bbox_4: 0.1591 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:53] d2.utils.events INFO: eta: 5:38:35 iter: 377599 total_loss: 4.636 loss_ce: 0.2008 loss_bbox: 0.1528 loss_giou: 0.3039 loss_ce_0: 0.4223 loss_bbox_0: 0.2521 loss_giou_0: 0.4776 loss_ce_1: 0.3072 loss_bbox_1: 0.1829 loss_giou_1: 0.3458 loss_ce_2: 0.2598 loss_bbox_2: 0.165 loss_giou_2: 0.3226 loss_ce_3: 0.2218 loss_bbox_3: 0.1562 loss_giou_3: 0.3101 loss_ce_4: 0.2053 loss_bbox_4: 0.1531 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 20:02:59] d2.utils.events INFO: eta: 5:38:27 iter: 377619 total_loss: 4.889 loss_ce: 0.2024 loss_bbox: 0.1646 loss_giou: 0.3031 loss_ce_0: 0.4288 loss_bbox_0: 0.2708 loss_giou_0: 0.4805 loss_ce_1: 0.306 loss_bbox_1: 0.1872 loss_giou_1: 0.3535 loss_ce_2: 0.2455 loss_bbox_2: 0.1734 loss_giou_2: 0.3164 loss_ce_3: 0.2221 loss_bbox_3: 0.1709 loss_giou_3: 0.3134 loss_ce_4: 0.2077 loss_bbox_4: 0.1684 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:04] d2.utils.events INFO: eta: 5:38:23 iter: 377639 total_loss: 5.024 loss_ce: 0.2165 loss_bbox: 0.1573 loss_giou: 0.3207 loss_ce_0: 0.4342 loss_bbox_0: 0.2664 loss_giou_0: 0.4678 loss_ce_1: 0.3167 loss_bbox_1: 0.1916 loss_giou_1: 0.3657 loss_ce_2: 0.2541 loss_bbox_2: 0.1703 loss_giou_2: 0.3366 loss_ce_3: 0.2237 loss_bbox_3: 0.1613 loss_giou_3: 0.3246 loss_ce_4: 0.2196 loss_bbox_4: 0.1601 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:10] d2.utils.events INFO: eta: 5:38:20 iter: 377659 total_loss: 4.666 loss_ce: 0.2013 loss_bbox: 0.1472 loss_giou: 0.2911 loss_ce_0: 0.4181 loss_bbox_0: 0.2558 loss_giou_0: 0.4498 loss_ce_1: 0.3106 loss_bbox_1: 0.174 loss_giou_1: 0.3287 loss_ce_2: 0.252 loss_bbox_2: 0.1573 loss_giou_2: 0.3062 loss_ce_3: 0.2213 loss_bbox_3: 0.1531 loss_giou_3: 0.2969 loss_ce_4: 0.2058 loss_bbox_4: 0.1496 loss_giou_4: 0.2937 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:16] d2.utils.events INFO: eta: 5:38:13 iter: 377679 total_loss: 4.668 loss_ce: 0.2171 loss_bbox: 0.1538 loss_giou: 0.2993 loss_ce_0: 0.4422 loss_bbox_0: 0.261 loss_giou_0: 0.4483 loss_ce_1: 0.3203 loss_bbox_1: 0.1798 loss_giou_1: 0.3277 loss_ce_2: 0.2619 loss_bbox_2: 0.1579 loss_giou_2: 0.3085 loss_ce_3: 0.2371 loss_bbox_3: 0.1607 loss_giou_3: 0.3047 loss_ce_4: 0.2235 loss_bbox_4: 0.1585 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:21] d2.utils.events INFO: eta: 5:38:03 iter: 377699 total_loss: 4.951 loss_ce: 0.231 loss_bbox: 0.1619 loss_giou: 0.3096 loss_ce_0: 0.4194 loss_bbox_0: 0.2686 loss_giou_0: 0.4776 loss_ce_1: 0.3314 loss_bbox_1: 0.1872 loss_giou_1: 0.3424 loss_ce_2: 0.2766 loss_bbox_2: 0.1714 loss_giou_2: 0.3223 loss_ce_3: 0.2435 loss_bbox_3: 0.1669 loss_giou_3: 0.3175 loss_ce_4: 0.2343 loss_bbox_4: 0.1625 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:27] d2.utils.events INFO: eta: 5:37:51 iter: 377719 total_loss: 4.873 loss_ce: 0.2123 loss_bbox: 0.1568 loss_giou: 0.3055 loss_ce_0: 0.4198 loss_bbox_0: 0.269 loss_giou_0: 0.4748 loss_ce_1: 0.3239 loss_bbox_1: 0.1852 loss_giou_1: 0.3521 loss_ce_2: 0.2612 loss_bbox_2: 0.1743 loss_giou_2: 0.3279 loss_ce_3: 0.231 loss_bbox_3: 0.164 loss_giou_3: 0.3145 loss_ce_4: 0.2144 loss_bbox_4: 0.1608 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:33] d2.utils.events INFO: eta: 5:37:45 iter: 377739 total_loss: 4.959 loss_ce: 0.2113 loss_bbox: 0.1589 loss_giou: 0.3171 loss_ce_0: 0.4413 loss_bbox_0: 0.2724 loss_giou_0: 0.5002 loss_ce_1: 0.3262 loss_bbox_1: 0.1887 loss_giou_1: 0.3605 loss_ce_2: 0.2577 loss_bbox_2: 0.1714 loss_giou_2: 0.3347 loss_ce_3: 0.2195 loss_bbox_3: 0.166 loss_giou_3: 0.3311 loss_ce_4: 0.2123 loss_bbox_4: 0.1598 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:38] d2.utils.events INFO: eta: 5:37:40 iter: 377759 total_loss: 4.693 loss_ce: 0.2067 loss_bbox: 0.1504 loss_giou: 0.295 loss_ce_0: 0.4281 loss_bbox_0: 0.2607 loss_giou_0: 0.468 loss_ce_1: 0.3303 loss_bbox_1: 0.1814 loss_giou_1: 0.3418 loss_ce_2: 0.2622 loss_bbox_2: 0.1623 loss_giou_2: 0.3145 loss_ce_3: 0.2269 loss_bbox_3: 0.1565 loss_giou_3: 0.3037 loss_ce_4: 0.2097 loss_bbox_4: 0.1533 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:44] d2.utils.events INFO: eta: 5:37:34 iter: 377779 total_loss: 4.665 loss_ce: 0.2016 loss_bbox: 0.1616 loss_giou: 0.287 loss_ce_0: 0.4225 loss_bbox_0: 0.2679 loss_giou_0: 0.4374 loss_ce_1: 0.3044 loss_bbox_1: 0.194 loss_giou_1: 0.3338 loss_ce_2: 0.245 loss_bbox_2: 0.177 loss_giou_2: 0.3036 loss_ce_3: 0.2203 loss_bbox_3: 0.1667 loss_giou_3: 0.2925 loss_ce_4: 0.2063 loss_bbox_4: 0.165 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:50] d2.utils.events INFO: eta: 5:37:24 iter: 377799 total_loss: 4.55 loss_ce: 0.1885 loss_bbox: 0.1589 loss_giou: 0.289 loss_ce_0: 0.4025 loss_bbox_0: 0.2804 loss_giou_0: 0.4215 loss_ce_1: 0.2995 loss_bbox_1: 0.1911 loss_giou_1: 0.3313 loss_ce_2: 0.2437 loss_bbox_2: 0.172 loss_giou_2: 0.3022 loss_ce_3: 0.2152 loss_bbox_3: 0.1661 loss_giou_3: 0.2996 loss_ce_4: 0.1875 loss_bbox_4: 0.1597 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 20:03:55] d2.utils.events INFO: eta: 5:37:18 iter: 377819 total_loss: 4.893 loss_ce: 0.2205 loss_bbox: 0.1553 loss_giou: 0.3056 loss_ce_0: 0.4315 loss_bbox_0: 0.2564 loss_giou_0: 0.4821 loss_ce_1: 0.3158 loss_bbox_1: 0.1787 loss_giou_1: 0.3598 loss_ce_2: 0.2621 loss_bbox_2: 0.1683 loss_giou_2: 0.3227 loss_ce_3: 0.2264 loss_bbox_3: 0.1592 loss_giou_3: 0.312 loss_ce_4: 0.2232 loss_bbox_4: 0.1599 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:01] d2.utils.events INFO: eta: 5:37:11 iter: 377839 total_loss: 4.619 loss_ce: 0.2099 loss_bbox: 0.1513 loss_giou: 0.3006 loss_ce_0: 0.4204 loss_bbox_0: 0.2676 loss_giou_0: 0.4663 loss_ce_1: 0.3164 loss_bbox_1: 0.1808 loss_giou_1: 0.3424 loss_ce_2: 0.2504 loss_bbox_2: 0.1637 loss_giou_2: 0.3201 loss_ce_3: 0.2297 loss_bbox_3: 0.1561 loss_giou_3: 0.3113 loss_ce_4: 0.2112 loss_bbox_4: 0.154 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:07] d2.utils.events INFO: eta: 5:37:02 iter: 377859 total_loss: 5.009 loss_ce: 0.2108 loss_bbox: 0.1686 loss_giou: 0.3084 loss_ce_0: 0.4416 loss_bbox_0: 0.2788 loss_giou_0: 0.4789 loss_ce_1: 0.3355 loss_bbox_1: 0.1951 loss_giou_1: 0.3532 loss_ce_2: 0.2579 loss_bbox_2: 0.1783 loss_giou_2: 0.3322 loss_ce_3: 0.2276 loss_bbox_3: 0.1736 loss_giou_3: 0.3186 loss_ce_4: 0.2149 loss_bbox_4: 0.1715 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:12] d2.utils.events INFO: eta: 5:36:54 iter: 377879 total_loss: 4.738 loss_ce: 0.2016 loss_bbox: 0.1551 loss_giou: 0.3163 loss_ce_0: 0.4216 loss_bbox_0: 0.251 loss_giou_0: 0.485 loss_ce_1: 0.3051 loss_bbox_1: 0.1761 loss_giou_1: 0.3564 loss_ce_2: 0.2475 loss_bbox_2: 0.1646 loss_giou_2: 0.3322 loss_ce_3: 0.2218 loss_bbox_3: 0.1601 loss_giou_3: 0.3257 loss_ce_4: 0.2062 loss_bbox_4: 0.1577 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:18] d2.utils.events INFO: eta: 5:36:49 iter: 377899 total_loss: 4.836 loss_ce: 0.1871 loss_bbox: 0.1563 loss_giou: 0.2932 loss_ce_0: 0.4074 loss_bbox_0: 0.2517 loss_giou_0: 0.4511 loss_ce_1: 0.3012 loss_bbox_1: 0.171 loss_giou_1: 0.3428 loss_ce_2: 0.2298 loss_bbox_2: 0.1589 loss_giou_2: 0.3213 loss_ce_3: 0.1885 loss_bbox_3: 0.1526 loss_giou_3: 0.3044 loss_ce_4: 0.1926 loss_bbox_4: 0.154 loss_giou_4: 0.2941 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:24] d2.utils.events INFO: eta: 5:36:47 iter: 377919 total_loss: 5.045 loss_ce: 0.2245 loss_bbox: 0.1581 loss_giou: 0.3227 loss_ce_0: 0.4432 loss_bbox_0: 0.2738 loss_giou_0: 0.4989 loss_ce_1: 0.3394 loss_bbox_1: 0.1884 loss_giou_1: 0.3715 loss_ce_2: 0.2673 loss_bbox_2: 0.169 loss_giou_2: 0.3441 loss_ce_3: 0.2428 loss_bbox_3: 0.1622 loss_giou_3: 0.3362 loss_ce_4: 0.2291 loss_bbox_4: 0.1566 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:29] d2.utils.events INFO: eta: 5:36:37 iter: 377939 total_loss: 4.659 loss_ce: 0.1962 loss_bbox: 0.1515 loss_giou: 0.2978 loss_ce_0: 0.4188 loss_bbox_0: 0.2642 loss_giou_0: 0.452 loss_ce_1: 0.3068 loss_bbox_1: 0.1855 loss_giou_1: 0.3406 loss_ce_2: 0.2416 loss_bbox_2: 0.1716 loss_giou_2: 0.3145 loss_ce_3: 0.2061 loss_bbox_3: 0.1573 loss_giou_3: 0.3064 loss_ce_4: 0.2016 loss_bbox_4: 0.1572 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:35] d2.utils.events INFO: eta: 5:36:24 iter: 377959 total_loss: 4.844 loss_ce: 0.1963 loss_bbox: 0.1484 loss_giou: 0.3103 loss_ce_0: 0.4208 loss_bbox_0: 0.2716 loss_giou_0: 0.4917 loss_ce_1: 0.3092 loss_bbox_1: 0.1899 loss_giou_1: 0.3603 loss_ce_2: 0.2495 loss_bbox_2: 0.1662 loss_giou_2: 0.3308 loss_ce_3: 0.2184 loss_bbox_3: 0.1569 loss_giou_3: 0.3203 loss_ce_4: 0.1919 loss_bbox_4: 0.1509 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:41] d2.utils.events INFO: eta: 5:36:18 iter: 377979 total_loss: 4.976 loss_ce: 0.2034 loss_bbox: 0.1645 loss_giou: 0.3082 loss_ce_0: 0.4544 loss_bbox_0: 0.2766 loss_giou_0: 0.469 loss_ce_1: 0.3195 loss_bbox_1: 0.1969 loss_giou_1: 0.3519 loss_ce_2: 0.2658 loss_bbox_2: 0.1758 loss_giou_2: 0.3291 loss_ce_3: 0.2277 loss_bbox_3: 0.1691 loss_giou_3: 0.3177 loss_ce_4: 0.2139 loss_bbox_4: 0.1638 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:46] d2.utils.events INFO: eta: 5:36:16 iter: 377999 total_loss: 4.9 loss_ce: 0.2173 loss_bbox: 0.1514 loss_giou: 0.3036 loss_ce_0: 0.4339 loss_bbox_0: 0.2715 loss_giou_0: 0.4784 loss_ce_1: 0.3311 loss_bbox_1: 0.191 loss_giou_1: 0.3464 loss_ce_2: 0.2638 loss_bbox_2: 0.1681 loss_giou_2: 0.322 loss_ce_3: 0.2297 loss_bbox_3: 0.1548 loss_giou_3: 0.3124 loss_ce_4: 0.2192 loss_bbox_4: 0.1538 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:52] d2.utils.events INFO: eta: 5:36:11 iter: 378019 total_loss: 4.5 loss_ce: 0.1976 loss_bbox: 0.1431 loss_giou: 0.2851 loss_ce_0: 0.4152 loss_bbox_0: 0.2676 loss_giou_0: 0.4426 loss_ce_1: 0.3014 loss_bbox_1: 0.1836 loss_giou_1: 0.3399 loss_ce_2: 0.2378 loss_bbox_2: 0.1675 loss_giou_2: 0.3057 loss_ce_3: 0.2097 loss_bbox_3: 0.1613 loss_giou_3: 0.3039 loss_ce_4: 0.1896 loss_bbox_4: 0.1512 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 20:04:58] d2.utils.events INFO: eta: 5:36:06 iter: 378039 total_loss: 4.85 loss_ce: 0.213 loss_bbox: 0.1568 loss_giou: 0.3066 loss_ce_0: 0.4477 loss_bbox_0: 0.2636 loss_giou_0: 0.4967 loss_ce_1: 0.338 loss_bbox_1: 0.1837 loss_giou_1: 0.3637 loss_ce_2: 0.2694 loss_bbox_2: 0.1676 loss_giou_2: 0.34 loss_ce_3: 0.2308 loss_bbox_3: 0.1645 loss_giou_3: 0.3209 loss_ce_4: 0.2148 loss_bbox_4: 0.1587 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:03] d2.utils.events INFO: eta: 5:36:00 iter: 378059 total_loss: 4.814 loss_ce: 0.2084 loss_bbox: 0.165 loss_giou: 0.2994 loss_ce_0: 0.4281 loss_bbox_0: 0.2716 loss_giou_0: 0.4489 loss_ce_1: 0.3148 loss_bbox_1: 0.1926 loss_giou_1: 0.3387 loss_ce_2: 0.2606 loss_bbox_2: 0.1749 loss_giou_2: 0.3129 loss_ce_3: 0.2266 loss_bbox_3: 0.1716 loss_giou_3: 0.3129 loss_ce_4: 0.2185 loss_bbox_4: 0.1673 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:09] d2.utils.events INFO: eta: 5:35:56 iter: 378079 total_loss: 5.057 loss_ce: 0.2213 loss_bbox: 0.148 loss_giou: 0.3187 loss_ce_0: 0.4385 loss_bbox_0: 0.2736 loss_giou_0: 0.497 loss_ce_1: 0.3303 loss_bbox_1: 0.184 loss_giou_1: 0.3779 loss_ce_2: 0.266 loss_bbox_2: 0.168 loss_giou_2: 0.3333 loss_ce_3: 0.2402 loss_bbox_3: 0.156 loss_giou_3: 0.3258 loss_ce_4: 0.2243 loss_bbox_4: 0.1513 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:15] d2.utils.events INFO: eta: 5:35:54 iter: 378099 total_loss: 4.742 loss_ce: 0.2131 loss_bbox: 0.1458 loss_giou: 0.2976 loss_ce_0: 0.4291 loss_bbox_0: 0.2542 loss_giou_0: 0.4565 loss_ce_1: 0.3234 loss_bbox_1: 0.176 loss_giou_1: 0.3402 loss_ce_2: 0.2494 loss_bbox_2: 0.1617 loss_giou_2: 0.3168 loss_ce_3: 0.2342 loss_bbox_3: 0.1512 loss_giou_3: 0.3024 loss_ce_4: 0.2133 loss_bbox_4: 0.1491 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:20] d2.utils.events INFO: eta: 5:35:58 iter: 378119 total_loss: 4.607 loss_ce: 0.1893 loss_bbox: 0.1584 loss_giou: 0.2878 loss_ce_0: 0.4117 loss_bbox_0: 0.2609 loss_giou_0: 0.4345 loss_ce_1: 0.3072 loss_bbox_1: 0.1803 loss_giou_1: 0.3329 loss_ce_2: 0.2464 loss_bbox_2: 0.1695 loss_giou_2: 0.3045 loss_ce_3: 0.2099 loss_bbox_3: 0.1596 loss_giou_3: 0.2951 loss_ce_4: 0.196 loss_bbox_4: 0.1593 loss_giou_4: 0.2894 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:26] d2.utils.events INFO: eta: 5:35:49 iter: 378139 total_loss: 4.792 loss_ce: 0.1983 loss_bbox: 0.1647 loss_giou: 0.293 loss_ce_0: 0.4142 loss_bbox_0: 0.2769 loss_giou_0: 0.4524 loss_ce_1: 0.3045 loss_bbox_1: 0.1957 loss_giou_1: 0.3415 loss_ce_2: 0.2458 loss_bbox_2: 0.1789 loss_giou_2: 0.3121 loss_ce_3: 0.2137 loss_bbox_3: 0.17 loss_giou_3: 0.3034 loss_ce_4: 0.2 loss_bbox_4: 0.1682 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:32] d2.utils.events INFO: eta: 5:35:48 iter: 378159 total_loss: 5.11 loss_ce: 0.225 loss_bbox: 0.1583 loss_giou: 0.3287 loss_ce_0: 0.447 loss_bbox_0: 0.2932 loss_giou_0: 0.4943 loss_ce_1: 0.3361 loss_bbox_1: 0.1912 loss_giou_1: 0.3655 loss_ce_2: 0.2762 loss_bbox_2: 0.1753 loss_giou_2: 0.3459 loss_ce_3: 0.2403 loss_bbox_3: 0.1649 loss_giou_3: 0.3361 loss_ce_4: 0.2237 loss_bbox_4: 0.1605 loss_giou_4: 0.3355 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:38] d2.utils.events INFO: eta: 5:35:41 iter: 378179 total_loss: 5.056 loss_ce: 0.2147 loss_bbox: 0.1549 loss_giou: 0.328 loss_ce_0: 0.4383 loss_bbox_0: 0.2596 loss_giou_0: 0.4974 loss_ce_1: 0.3242 loss_bbox_1: 0.1806 loss_giou_1: 0.3691 loss_ce_2: 0.267 loss_bbox_2: 0.1623 loss_giou_2: 0.3539 loss_ce_3: 0.2307 loss_bbox_3: 0.1567 loss_giou_3: 0.3363 loss_ce_4: 0.2216 loss_bbox_4: 0.1553 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:43] d2.utils.events INFO: eta: 5:35:28 iter: 378199 total_loss: 4.885 loss_ce: 0.1974 loss_bbox: 0.1589 loss_giou: 0.2855 loss_ce_0: 0.4135 loss_bbox_0: 0.268 loss_giou_0: 0.4474 loss_ce_1: 0.3118 loss_bbox_1: 0.187 loss_giou_1: 0.334 loss_ce_2: 0.2576 loss_bbox_2: 0.1737 loss_giou_2: 0.3092 loss_ce_3: 0.2221 loss_bbox_3: 0.1637 loss_giou_3: 0.2988 loss_ce_4: 0.2085 loss_bbox_4: 0.1634 loss_giou_4: 0.2899 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:49] d2.utils.events INFO: eta: 5:35:22 iter: 378219 total_loss: 4.981 loss_ce: 0.209 loss_bbox: 0.1615 loss_giou: 0.3285 loss_ce_0: 0.4323 loss_bbox_0: 0.2638 loss_giou_0: 0.4955 loss_ce_1: 0.3123 loss_bbox_1: 0.1905 loss_giou_1: 0.3643 loss_ce_2: 0.2573 loss_bbox_2: 0.1755 loss_giou_2: 0.3529 loss_ce_3: 0.2185 loss_bbox_3: 0.1699 loss_giou_3: 0.3449 loss_ce_4: 0.2183 loss_bbox_4: 0.1668 loss_giou_4: 0.3367 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 20:05:54] d2.utils.events INFO: eta: 5:35:14 iter: 378239 total_loss: 4.795 loss_ce: 0.191 loss_bbox: 0.1517 loss_giou: 0.308 loss_ce_0: 0.4222 loss_bbox_0: 0.2596 loss_giou_0: 0.469 loss_ce_1: 0.3129 loss_bbox_1: 0.1804 loss_giou_1: 0.36 loss_ce_2: 0.2448 loss_bbox_2: 0.1599 loss_giou_2: 0.3329 loss_ce_3: 0.2105 loss_bbox_3: 0.1555 loss_giou_3: 0.3186 loss_ce_4: 0.1954 loss_bbox_4: 0.1541 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:00] d2.utils.events INFO: eta: 5:35:11 iter: 378259 total_loss: 4.877 loss_ce: 0.2179 loss_bbox: 0.1624 loss_giou: 0.2987 loss_ce_0: 0.4265 loss_bbox_0: 0.2726 loss_giou_0: 0.4911 loss_ce_1: 0.3315 loss_bbox_1: 0.1954 loss_giou_1: 0.3547 loss_ce_2: 0.2628 loss_bbox_2: 0.1807 loss_giou_2: 0.3266 loss_ce_3: 0.2342 loss_bbox_3: 0.1778 loss_giou_3: 0.3149 loss_ce_4: 0.2235 loss_bbox_4: 0.1674 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:06] d2.utils.events INFO: eta: 5:35:10 iter: 378279 total_loss: 4.646 loss_ce: 0.2141 loss_bbox: 0.1612 loss_giou: 0.2893 loss_ce_0: 0.4383 loss_bbox_0: 0.2615 loss_giou_0: 0.4697 loss_ce_1: 0.3047 loss_bbox_1: 0.1951 loss_giou_1: 0.3351 loss_ce_2: 0.2452 loss_bbox_2: 0.1715 loss_giou_2: 0.3092 loss_ce_3: 0.229 loss_bbox_3: 0.1666 loss_giou_3: 0.2978 loss_ce_4: 0.2191 loss_bbox_4: 0.1662 loss_giou_4: 0.2903 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:11] d2.utils.events INFO: eta: 5:34:59 iter: 378299 total_loss: 4.88 loss_ce: 0.2125 loss_bbox: 0.1495 loss_giou: 0.3026 loss_ce_0: 0.4262 loss_bbox_0: 0.2523 loss_giou_0: 0.4535 loss_ce_1: 0.3104 loss_bbox_1: 0.1746 loss_giou_1: 0.3519 loss_ce_2: 0.2625 loss_bbox_2: 0.159 loss_giou_2: 0.3212 loss_ce_3: 0.2381 loss_bbox_3: 0.1565 loss_giou_3: 0.3152 loss_ce_4: 0.2201 loss_bbox_4: 0.1522 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:17] d2.utils.events INFO: eta: 5:34:45 iter: 378319 total_loss: 4.806 loss_ce: 0.2043 loss_bbox: 0.1515 loss_giou: 0.288 loss_ce_0: 0.4229 loss_bbox_0: 0.2621 loss_giou_0: 0.4364 loss_ce_1: 0.3044 loss_bbox_1: 0.1811 loss_giou_1: 0.338 loss_ce_2: 0.2614 loss_bbox_2: 0.1622 loss_giou_2: 0.3132 loss_ce_3: 0.229 loss_bbox_3: 0.1556 loss_giou_3: 0.302 loss_ce_4: 0.208 loss_bbox_4: 0.1516 loss_giou_4: 0.2908 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:23] d2.utils.events INFO: eta: 5:34:41 iter: 378339 total_loss: 4.724 loss_ce: 0.1951 loss_bbox: 0.1555 loss_giou: 0.2921 loss_ce_0: 0.4228 loss_bbox_0: 0.2688 loss_giou_0: 0.478 loss_ce_1: 0.3165 loss_bbox_1: 0.1824 loss_giou_1: 0.3413 loss_ce_2: 0.25 loss_bbox_2: 0.165 loss_giou_2: 0.3172 loss_ce_3: 0.2282 loss_bbox_3: 0.1577 loss_giou_3: 0.3088 loss_ce_4: 0.2075 loss_bbox_4: 0.1587 loss_giou_4: 0.3002 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:28] d2.utils.events INFO: eta: 5:34:30 iter: 378359 total_loss: 5.136 loss_ce: 0.2158 loss_bbox: 0.1571 loss_giou: 0.3056 loss_ce_0: 0.4571 loss_bbox_0: 0.2621 loss_giou_0: 0.4942 loss_ce_1: 0.3446 loss_bbox_1: 0.1878 loss_giou_1: 0.3669 loss_ce_2: 0.2818 loss_bbox_2: 0.1708 loss_giou_2: 0.3343 loss_ce_3: 0.2338 loss_bbox_3: 0.1655 loss_giou_3: 0.3223 loss_ce_4: 0.2204 loss_bbox_4: 0.1582 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:34] d2.utils.events INFO: eta: 5:34:22 iter: 378379 total_loss: 5.008 loss_ce: 0.2143 loss_bbox: 0.166 loss_giou: 0.3091 loss_ce_0: 0.4472 loss_bbox_0: 0.2802 loss_giou_0: 0.4651 loss_ce_1: 0.3212 loss_bbox_1: 0.1974 loss_giou_1: 0.3579 loss_ce_2: 0.2668 loss_bbox_2: 0.1819 loss_giou_2: 0.33 loss_ce_3: 0.2322 loss_bbox_3: 0.175 loss_giou_3: 0.3199 loss_ce_4: 0.2156 loss_bbox_4: 0.1706 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:40] d2.utils.events INFO: eta: 5:34:09 iter: 378399 total_loss: 4.725 loss_ce: 0.1929 loss_bbox: 0.1516 loss_giou: 0.3042 loss_ce_0: 0.4345 loss_bbox_0: 0.2574 loss_giou_0: 0.4558 loss_ce_1: 0.308 loss_bbox_1: 0.1794 loss_giou_1: 0.3436 loss_ce_2: 0.2402 loss_bbox_2: 0.1676 loss_giou_2: 0.318 loss_ce_3: 0.2134 loss_bbox_3: 0.1619 loss_giou_3: 0.3175 loss_ce_4: 0.1921 loss_bbox_4: 0.1559 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:45] d2.utils.events INFO: eta: 5:33:56 iter: 378419 total_loss: 4.677 loss_ce: 0.2076 loss_bbox: 0.1571 loss_giou: 0.2919 loss_ce_0: 0.4366 loss_bbox_0: 0.262 loss_giou_0: 0.4497 loss_ce_1: 0.3291 loss_bbox_1: 0.1766 loss_giou_1: 0.3388 loss_ce_2: 0.2558 loss_bbox_2: 0.1636 loss_giou_2: 0.3091 loss_ce_3: 0.2315 loss_bbox_3: 0.1623 loss_giou_3: 0.3029 loss_ce_4: 0.2113 loss_bbox_4: 0.1575 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:51] d2.utils.events INFO: eta: 5:33:38 iter: 378439 total_loss: 4.878 loss_ce: 0.2129 loss_bbox: 0.1492 loss_giou: 0.3074 loss_ce_0: 0.4369 loss_bbox_0: 0.2665 loss_giou_0: 0.4935 loss_ce_1: 0.3333 loss_bbox_1: 0.1804 loss_giou_1: 0.3605 loss_ce_2: 0.2617 loss_bbox_2: 0.162 loss_giou_2: 0.3225 loss_ce_3: 0.2301 loss_bbox_3: 0.1487 loss_giou_3: 0.3177 loss_ce_4: 0.2138 loss_bbox_4: 0.1525 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:06:57] d2.utils.events INFO: eta: 5:33:37 iter: 378459 total_loss: 4.866 loss_ce: 0.2047 loss_bbox: 0.1528 loss_giou: 0.315 loss_ce_0: 0.4329 loss_bbox_0: 0.2595 loss_giou_0: 0.4745 loss_ce_1: 0.3285 loss_bbox_1: 0.1763 loss_giou_1: 0.3533 loss_ce_2: 0.2586 loss_bbox_2: 0.1601 loss_giou_2: 0.328 loss_ce_3: 0.2236 loss_bbox_3: 0.1578 loss_giou_3: 0.3179 loss_ce_4: 0.207 loss_bbox_4: 0.1569 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0333 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:02] d2.utils.events INFO: eta: 5:33:31 iter: 378479 total_loss: 4.689 loss_ce: 0.1864 loss_bbox: 0.1568 loss_giou: 0.2783 loss_ce_0: 0.4244 loss_bbox_0: 0.2562 loss_giou_0: 0.4483 loss_ce_1: 0.3196 loss_bbox_1: 0.1922 loss_giou_1: 0.3361 loss_ce_2: 0.2533 loss_bbox_2: 0.1756 loss_giou_2: 0.3066 loss_ce_3: 0.2198 loss_bbox_3: 0.1715 loss_giou_3: 0.2915 loss_ce_4: 0.1919 loss_bbox_4: 0.1625 loss_giou_4: 0.2858 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:08] d2.utils.events INFO: eta: 5:33:24 iter: 378499 total_loss: 4.896 loss_ce: 0.2119 loss_bbox: 0.1501 loss_giou: 0.3002 loss_ce_0: 0.4288 loss_bbox_0: 0.2657 loss_giou_0: 0.4706 loss_ce_1: 0.3253 loss_bbox_1: 0.1829 loss_giou_1: 0.351 loss_ce_2: 0.2527 loss_bbox_2: 0.168 loss_giou_2: 0.3217 loss_ce_3: 0.2218 loss_bbox_3: 0.1552 loss_giou_3: 0.3115 loss_ce_4: 0.2082 loss_bbox_4: 0.1509 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:14] d2.utils.events INFO: eta: 5:33:32 iter: 378519 total_loss: 5.139 loss_ce: 0.2392 loss_bbox: 0.1607 loss_giou: 0.3217 loss_ce_0: 0.4446 loss_bbox_0: 0.262 loss_giou_0: 0.4909 loss_ce_1: 0.3326 loss_bbox_1: 0.1916 loss_giou_1: 0.3728 loss_ce_2: 0.2781 loss_bbox_2: 0.172 loss_giou_2: 0.342 loss_ce_3: 0.2492 loss_bbox_3: 0.1652 loss_giou_3: 0.3347 loss_ce_4: 0.2417 loss_bbox_4: 0.1622 loss_giou_4: 0.3291 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:19] d2.utils.events INFO: eta: 5:33:29 iter: 378539 total_loss: 4.8 loss_ce: 0.202 loss_bbox: 0.1554 loss_giou: 0.2962 loss_ce_0: 0.4287 loss_bbox_0: 0.2622 loss_giou_0: 0.453 loss_ce_1: 0.3213 loss_bbox_1: 0.1837 loss_giou_1: 0.3301 loss_ce_2: 0.2701 loss_bbox_2: 0.1771 loss_giou_2: 0.3172 loss_ce_3: 0.2204 loss_bbox_3: 0.1682 loss_giou_3: 0.3035 loss_ce_4: 0.2071 loss_bbox_4: 0.1629 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:25] d2.utils.events INFO: eta: 5:33:28 iter: 378559 total_loss: 4.659 loss_ce: 0.1917 loss_bbox: 0.146 loss_giou: 0.2903 loss_ce_0: 0.4257 loss_bbox_0: 0.265 loss_giou_0: 0.4455 loss_ce_1: 0.3199 loss_bbox_1: 0.1757 loss_giou_1: 0.3356 loss_ce_2: 0.2542 loss_bbox_2: 0.1614 loss_giou_2: 0.3037 loss_ce_3: 0.2067 loss_bbox_3: 0.153 loss_giou_3: 0.2946 loss_ce_4: 0.1888 loss_bbox_4: 0.1497 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:31] d2.utils.events INFO: eta: 5:33:26 iter: 378579 total_loss: 4.504 loss_ce: 0.1874 loss_bbox: 0.1443 loss_giou: 0.2756 loss_ce_0: 0.4118 loss_bbox_0: 0.2669 loss_giou_0: 0.4561 loss_ce_1: 0.3153 loss_bbox_1: 0.1749 loss_giou_1: 0.3262 loss_ce_2: 0.244 loss_bbox_2: 0.1601 loss_giou_2: 0.2995 loss_ce_3: 0.2125 loss_bbox_3: 0.1517 loss_giou_3: 0.2866 loss_ce_4: 0.1953 loss_bbox_4: 0.1475 loss_giou_4: 0.282 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:36] d2.utils.events INFO: eta: 5:33:20 iter: 378599 total_loss: 5.016 loss_ce: 0.2261 loss_bbox: 0.1621 loss_giou: 0.3061 loss_ce_0: 0.4413 loss_bbox_0: 0.2595 loss_giou_0: 0.4742 loss_ce_1: 0.34 loss_bbox_1: 0.1915 loss_giou_1: 0.3481 loss_ce_2: 0.2701 loss_bbox_2: 0.1732 loss_giou_2: 0.3215 loss_ce_3: 0.234 loss_bbox_3: 0.1671 loss_giou_3: 0.3149 loss_ce_4: 0.2225 loss_bbox_4: 0.1632 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:42] d2.utils.events INFO: eta: 5:33:15 iter: 378619 total_loss: 4.64 loss_ce: 0.2107 loss_bbox: 0.1493 loss_giou: 0.2877 loss_ce_0: 0.4287 loss_bbox_0: 0.2622 loss_giou_0: 0.461 loss_ce_1: 0.3232 loss_bbox_1: 0.18 loss_giou_1: 0.3372 loss_ce_2: 0.2648 loss_bbox_2: 0.1596 loss_giou_2: 0.3051 loss_ce_3: 0.2339 loss_bbox_3: 0.158 loss_giou_3: 0.3006 loss_ce_4: 0.22 loss_bbox_4: 0.1521 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:48] d2.utils.events INFO: eta: 5:33:09 iter: 378639 total_loss: 4.897 loss_ce: 0.2101 loss_bbox: 0.1591 loss_giou: 0.3026 loss_ce_0: 0.4305 loss_bbox_0: 0.2642 loss_giou_0: 0.4885 loss_ce_1: 0.3157 loss_bbox_1: 0.18 loss_giou_1: 0.3529 loss_ce_2: 0.2626 loss_bbox_2: 0.1643 loss_giou_2: 0.3256 loss_ce_3: 0.23 loss_bbox_3: 0.1619 loss_giou_3: 0.3122 loss_ce_4: 0.2132 loss_bbox_4: 0.1617 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:53] d2.utils.events INFO: eta: 5:33:11 iter: 378659 total_loss: 5.03 loss_ce: 0.248 loss_bbox: 0.1602 loss_giou: 0.3154 loss_ce_0: 0.4508 loss_bbox_0: 0.2627 loss_giou_0: 0.48 loss_ce_1: 0.3379 loss_bbox_1: 0.1956 loss_giou_1: 0.3633 loss_ce_2: 0.2837 loss_bbox_2: 0.1726 loss_giou_2: 0.3309 loss_ce_3: 0.2551 loss_bbox_3: 0.1694 loss_giou_3: 0.3225 loss_ce_4: 0.2453 loss_bbox_4: 0.1633 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 20:07:59] d2.utils.events INFO: eta: 5:33:10 iter: 378679 total_loss: 4.767 loss_ce: 0.213 loss_bbox: 0.1506 loss_giou: 0.3077 loss_ce_0: 0.447 loss_bbox_0: 0.2649 loss_giou_0: 0.4638 loss_ce_1: 0.3097 loss_bbox_1: 0.1789 loss_giou_1: 0.3545 loss_ce_2: 0.2663 loss_bbox_2: 0.1658 loss_giou_2: 0.3327 loss_ce_3: 0.2262 loss_bbox_3: 0.1606 loss_giou_3: 0.322 loss_ce_4: 0.2243 loss_bbox_4: 0.1533 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:05] d2.utils.events INFO: eta: 5:33:01 iter: 378699 total_loss: 4.641 loss_ce: 0.2008 loss_bbox: 0.1507 loss_giou: 0.2706 loss_ce_0: 0.4339 loss_bbox_0: 0.2468 loss_giou_0: 0.4437 loss_ce_1: 0.3053 loss_bbox_1: 0.1811 loss_giou_1: 0.3258 loss_ce_2: 0.2464 loss_bbox_2: 0.1627 loss_giou_2: 0.2987 loss_ce_3: 0.22 loss_bbox_3: 0.1597 loss_giou_3: 0.2898 loss_ce_4: 0.2075 loss_bbox_4: 0.155 loss_giou_4: 0.2796 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:10] d2.utils.events INFO: eta: 5:32:57 iter: 378719 total_loss: 4.888 loss_ce: 0.2036 loss_bbox: 0.1609 loss_giou: 0.2933 loss_ce_0: 0.4241 loss_bbox_0: 0.2466 loss_giou_0: 0.4784 loss_ce_1: 0.3123 loss_bbox_1: 0.1778 loss_giou_1: 0.3437 loss_ce_2: 0.2453 loss_bbox_2: 0.1684 loss_giou_2: 0.3172 loss_ce_3: 0.2204 loss_bbox_3: 0.1664 loss_giou_3: 0.304 loss_ce_4: 0.2034 loss_bbox_4: 0.1605 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:16] d2.utils.events INFO: eta: 5:32:53 iter: 378739 total_loss: 4.609 loss_ce: 0.1961 loss_bbox: 0.1578 loss_giou: 0.2963 loss_ce_0: 0.4159 loss_bbox_0: 0.2584 loss_giou_0: 0.4705 loss_ce_1: 0.3033 loss_bbox_1: 0.1823 loss_giou_1: 0.3496 loss_ce_2: 0.2351 loss_bbox_2: 0.1705 loss_giou_2: 0.3171 loss_ce_3: 0.2072 loss_bbox_3: 0.1654 loss_giou_3: 0.3086 loss_ce_4: 0.1998 loss_bbox_4: 0.1563 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:22] d2.utils.events INFO: eta: 5:32:48 iter: 378759 total_loss: 4.845 loss_ce: 0.2009 loss_bbox: 0.1622 loss_giou: 0.3006 loss_ce_0: 0.4293 loss_bbox_0: 0.2786 loss_giou_0: 0.4574 loss_ce_1: 0.3222 loss_bbox_1: 0.1929 loss_giou_1: 0.3518 loss_ce_2: 0.2578 loss_bbox_2: 0.1752 loss_giou_2: 0.3215 loss_ce_3: 0.2247 loss_bbox_3: 0.1641 loss_giou_3: 0.3155 loss_ce_4: 0.2058 loss_bbox_4: 0.1627 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:27] d2.utils.events INFO: eta: 5:32:42 iter: 378779 total_loss: 4.91 loss_ce: 0.2158 loss_bbox: 0.1543 loss_giou: 0.314 loss_ce_0: 0.4365 loss_bbox_0: 0.2608 loss_giou_0: 0.4889 loss_ce_1: 0.3238 loss_bbox_1: 0.1783 loss_giou_1: 0.3584 loss_ce_2: 0.2665 loss_bbox_2: 0.1618 loss_giou_2: 0.3307 loss_ce_3: 0.2292 loss_bbox_3: 0.1612 loss_giou_3: 0.3194 loss_ce_4: 0.2102 loss_bbox_4: 0.1576 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:33] d2.utils.events INFO: eta: 5:32:36 iter: 378799 total_loss: 4.788 loss_ce: 0.2153 loss_bbox: 0.158 loss_giou: 0.2962 loss_ce_0: 0.4285 loss_bbox_0: 0.2691 loss_giou_0: 0.4379 loss_ce_1: 0.3154 loss_bbox_1: 0.1869 loss_giou_1: 0.3362 loss_ce_2: 0.2579 loss_bbox_2: 0.1744 loss_giou_2: 0.3129 loss_ce_3: 0.226 loss_bbox_3: 0.164 loss_giou_3: 0.3063 loss_ce_4: 0.2161 loss_bbox_4: 0.1607 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:39] d2.utils.events INFO: eta: 5:32:30 iter: 378819 total_loss: 4.954 loss_ce: 0.2017 loss_bbox: 0.1683 loss_giou: 0.3167 loss_ce_0: 0.4432 loss_bbox_0: 0.265 loss_giou_0: 0.4915 loss_ce_1: 0.316 loss_bbox_1: 0.194 loss_giou_1: 0.3584 loss_ce_2: 0.2613 loss_bbox_2: 0.179 loss_giou_2: 0.3381 loss_ce_3: 0.2211 loss_bbox_3: 0.1757 loss_giou_3: 0.3243 loss_ce_4: 0.2052 loss_bbox_4: 0.1693 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:44] d2.utils.events INFO: eta: 5:32:24 iter: 378839 total_loss: 4.717 loss_ce: 0.2124 loss_bbox: 0.1581 loss_giou: 0.3062 loss_ce_0: 0.4304 loss_bbox_0: 0.2742 loss_giou_0: 0.4786 loss_ce_1: 0.3243 loss_bbox_1: 0.1832 loss_giou_1: 0.3456 loss_ce_2: 0.2524 loss_bbox_2: 0.1665 loss_giou_2: 0.3194 loss_ce_3: 0.2225 loss_bbox_3: 0.1644 loss_giou_3: 0.3144 loss_ce_4: 0.2144 loss_bbox_4: 0.1603 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:50] d2.utils.events INFO: eta: 5:32:17 iter: 378859 total_loss: 4.646 loss_ce: 0.2049 loss_bbox: 0.1518 loss_giou: 0.2911 loss_ce_0: 0.4128 loss_bbox_0: 0.2568 loss_giou_0: 0.4496 loss_ce_1: 0.3041 loss_bbox_1: 0.1773 loss_giou_1: 0.3333 loss_ce_2: 0.2574 loss_bbox_2: 0.1659 loss_giou_2: 0.3124 loss_ce_3: 0.2181 loss_bbox_3: 0.1571 loss_giou_3: 0.2997 loss_ce_4: 0.1993 loss_bbox_4: 0.1545 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 20:08:56] d2.utils.events INFO: eta: 5:32:14 iter: 378879 total_loss: 5.016 loss_ce: 0.222 loss_bbox: 0.1565 loss_giou: 0.3146 loss_ce_0: 0.4293 loss_bbox_0: 0.2537 loss_giou_0: 0.4774 loss_ce_1: 0.3191 loss_bbox_1: 0.1829 loss_giou_1: 0.36 loss_ce_2: 0.2626 loss_bbox_2: 0.1677 loss_giou_2: 0.3369 loss_ce_3: 0.2333 loss_bbox_3: 0.1649 loss_giou_3: 0.3256 loss_ce_4: 0.2227 loss_bbox_4: 0.1607 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:01] d2.utils.events INFO: eta: 5:32:08 iter: 378899 total_loss: 4.652 loss_ce: 0.2038 loss_bbox: 0.1481 loss_giou: 0.2883 loss_ce_0: 0.419 loss_bbox_0: 0.2542 loss_giou_0: 0.4448 loss_ce_1: 0.3184 loss_bbox_1: 0.1808 loss_giou_1: 0.3318 loss_ce_2: 0.253 loss_bbox_2: 0.1563 loss_giou_2: 0.3036 loss_ce_3: 0.2195 loss_bbox_3: 0.1507 loss_giou_3: 0.2979 loss_ce_4: 0.2038 loss_bbox_4: 0.1483 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:07] d2.utils.events INFO: eta: 5:32:01 iter: 378919 total_loss: 4.818 loss_ce: 0.2009 loss_bbox: 0.1558 loss_giou: 0.3003 loss_ce_0: 0.4312 loss_bbox_0: 0.2829 loss_giou_0: 0.4542 loss_ce_1: 0.3132 loss_bbox_1: 0.1913 loss_giou_1: 0.3462 loss_ce_2: 0.2523 loss_bbox_2: 0.1705 loss_giou_2: 0.3187 loss_ce_3: 0.2169 loss_bbox_3: 0.1628 loss_giou_3: 0.3085 loss_ce_4: 0.2063 loss_bbox_4: 0.1612 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:13] d2.utils.events INFO: eta: 5:31:56 iter: 378939 total_loss: 5.221 loss_ce: 0.2264 loss_bbox: 0.166 loss_giou: 0.312 loss_ce_0: 0.4435 loss_bbox_0: 0.2865 loss_giou_0: 0.4857 loss_ce_1: 0.3314 loss_bbox_1: 0.1991 loss_giou_1: 0.3581 loss_ce_2: 0.2714 loss_bbox_2: 0.1791 loss_giou_2: 0.3329 loss_ce_3: 0.2508 loss_bbox_3: 0.1715 loss_giou_3: 0.3234 loss_ce_4: 0.2323 loss_bbox_4: 0.1699 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:18] d2.utils.events INFO: eta: 5:31:53 iter: 378959 total_loss: 4.812 loss_ce: 0.223 loss_bbox: 0.1537 loss_giou: 0.2931 loss_ce_0: 0.4366 loss_bbox_0: 0.2682 loss_giou_0: 0.4693 loss_ce_1: 0.3262 loss_bbox_1: 0.1797 loss_giou_1: 0.3422 loss_ce_2: 0.2727 loss_bbox_2: 0.1665 loss_giou_2: 0.3117 loss_ce_3: 0.2408 loss_bbox_3: 0.1588 loss_giou_3: 0.3056 loss_ce_4: 0.2295 loss_bbox_4: 0.1568 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0152 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:24] d2.utils.events INFO: eta: 5:31:48 iter: 378979 total_loss: 4.859 loss_ce: 0.2133 loss_bbox: 0.1679 loss_giou: 0.2966 loss_ce_0: 0.4244 loss_bbox_0: 0.2787 loss_giou_0: 0.46 loss_ce_1: 0.3313 loss_bbox_1: 0.196 loss_giou_1: 0.337 loss_ce_2: 0.2623 loss_bbox_2: 0.1762 loss_giou_2: 0.3148 loss_ce_3: 0.23 loss_bbox_3: 0.1758 loss_giou_3: 0.3071 loss_ce_4: 0.2118 loss_bbox_4: 0.1681 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:30] d2.utils.events INFO: eta: 5:31:41 iter: 378999 total_loss: 4.726 loss_ce: 0.2093 loss_bbox: 0.15 loss_giou: 0.2877 loss_ce_0: 0.4404 loss_bbox_0: 0.267 loss_giou_0: 0.4602 loss_ce_1: 0.3097 loss_bbox_1: 0.1764 loss_giou_1: 0.3348 loss_ce_2: 0.2496 loss_bbox_2: 0.1602 loss_giou_2: 0.3126 loss_ce_3: 0.2206 loss_bbox_3: 0.154 loss_giou_3: 0.3052 loss_ce_4: 0.2095 loss_bbox_4: 0.1509 loss_giou_4: 0.2957 time: 0.2800 data_time: 0.0198 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:35] d2.utils.events INFO: eta: 5:31:33 iter: 379019 total_loss: 4.808 loss_ce: 0.2196 loss_bbox: 0.1582 loss_giou: 0.2831 loss_ce_0: 0.4442 loss_bbox_0: 0.2652 loss_giou_0: 0.4355 loss_ce_1: 0.3248 loss_bbox_1: 0.1885 loss_giou_1: 0.3267 loss_ce_2: 0.26 loss_bbox_2: 0.1698 loss_giou_2: 0.3036 loss_ce_3: 0.2283 loss_bbox_3: 0.1636 loss_giou_3: 0.2909 loss_ce_4: 0.2207 loss_bbox_4: 0.1592 loss_giou_4: 0.2881 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:41] d2.utils.events INFO: eta: 5:31:27 iter: 379039 total_loss: 4.888 loss_ce: 0.2019 loss_bbox: 0.154 loss_giou: 0.3086 loss_ce_0: 0.421 loss_bbox_0: 0.2669 loss_giou_0: 0.4483 loss_ce_1: 0.3098 loss_bbox_1: 0.1876 loss_giou_1: 0.3554 loss_ce_2: 0.247 loss_bbox_2: 0.1657 loss_giou_2: 0.325 loss_ce_3: 0.2253 loss_bbox_3: 0.1599 loss_giou_3: 0.3169 loss_ce_4: 0.2061 loss_bbox_4: 0.1559 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:47] d2.utils.events INFO: eta: 5:31:23 iter: 379059 total_loss: 4.943 loss_ce: 0.2226 loss_bbox: 0.1654 loss_giou: 0.3099 loss_ce_0: 0.441 loss_bbox_0: 0.2734 loss_giou_0: 0.4659 loss_ce_1: 0.3329 loss_bbox_1: 0.1943 loss_giou_1: 0.3445 loss_ce_2: 0.2814 loss_bbox_2: 0.178 loss_giou_2: 0.3245 loss_ce_3: 0.2404 loss_bbox_3: 0.1687 loss_giou_3: 0.3129 loss_ce_4: 0.229 loss_bbox_4: 0.1687 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:52] d2.utils.events INFO: eta: 5:31:18 iter: 379079 total_loss: 5.075 loss_ce: 0.2155 loss_bbox: 0.1698 loss_giou: 0.3095 loss_ce_0: 0.4329 loss_bbox_0: 0.2688 loss_giou_0: 0.4695 loss_ce_1: 0.3275 loss_bbox_1: 0.1943 loss_giou_1: 0.3551 loss_ce_2: 0.2588 loss_bbox_2: 0.1789 loss_giou_2: 0.333 loss_ce_3: 0.233 loss_bbox_3: 0.1706 loss_giou_3: 0.3185 loss_ce_4: 0.2173 loss_bbox_4: 0.172 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0196 lr: 2.5e-06 max_mem: 5427M [11/03 20:09:58] d2.utils.events INFO: eta: 5:31:12 iter: 379099 total_loss: 4.814 loss_ce: 0.2174 loss_bbox: 0.1604 loss_giou: 0.3031 loss_ce_0: 0.432 loss_bbox_0: 0.2773 loss_giou_0: 0.4614 loss_ce_1: 0.3209 loss_bbox_1: 0.1857 loss_giou_1: 0.3467 loss_ce_2: 0.2646 loss_bbox_2: 0.1729 loss_giou_2: 0.3227 loss_ce_3: 0.2355 loss_bbox_3: 0.1742 loss_giou_3: 0.3119 loss_ce_4: 0.2237 loss_bbox_4: 0.1678 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:04] d2.utils.events INFO: eta: 5:30:48 iter: 379119 total_loss: 4.954 loss_ce: 0.2302 loss_bbox: 0.1552 loss_giou: 0.3075 loss_ce_0: 0.4397 loss_bbox_0: 0.2695 loss_giou_0: 0.4697 loss_ce_1: 0.3337 loss_bbox_1: 0.1898 loss_giou_1: 0.3519 loss_ce_2: 0.264 loss_bbox_2: 0.1739 loss_giou_2: 0.3265 loss_ce_3: 0.252 loss_bbox_3: 0.1641 loss_giou_3: 0.3107 loss_ce_4: 0.2289 loss_bbox_4: 0.1609 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:09] d2.utils.events INFO: eta: 5:30:49 iter: 379139 total_loss: 4.662 loss_ce: 0.1821 loss_bbox: 0.1453 loss_giou: 0.306 loss_ce_0: 0.4183 loss_bbox_0: 0.2558 loss_giou_0: 0.4658 loss_ce_1: 0.3081 loss_bbox_1: 0.174 loss_giou_1: 0.3509 loss_ce_2: 0.2349 loss_bbox_2: 0.1539 loss_giou_2: 0.3185 loss_ce_3: 0.2029 loss_bbox_3: 0.1485 loss_giou_3: 0.3154 loss_ce_4: 0.1877 loss_bbox_4: 0.145 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:15] d2.utils.events INFO: eta: 5:30:37 iter: 379159 total_loss: 4.998 loss_ce: 0.2201 loss_bbox: 0.1584 loss_giou: 0.3136 loss_ce_0: 0.4611 loss_bbox_0: 0.2818 loss_giou_0: 0.495 loss_ce_1: 0.3467 loss_bbox_1: 0.1964 loss_giou_1: 0.366 loss_ce_2: 0.2743 loss_bbox_2: 0.1743 loss_giou_2: 0.3353 loss_ce_3: 0.2399 loss_bbox_3: 0.1675 loss_giou_3: 0.3252 loss_ce_4: 0.2187 loss_bbox_4: 0.1587 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:21] d2.utils.events INFO: eta: 5:30:40 iter: 379179 total_loss: 4.816 loss_ce: 0.2134 loss_bbox: 0.1533 loss_giou: 0.2994 loss_ce_0: 0.4277 loss_bbox_0: 0.2632 loss_giou_0: 0.4657 loss_ce_1: 0.3215 loss_bbox_1: 0.1812 loss_giou_1: 0.3476 loss_ce_2: 0.2557 loss_bbox_2: 0.166 loss_giou_2: 0.3215 loss_ce_3: 0.2266 loss_bbox_3: 0.164 loss_giou_3: 0.3171 loss_ce_4: 0.2175 loss_bbox_4: 0.1554 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0200 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:26] d2.utils.events INFO: eta: 5:30:45 iter: 379199 total_loss: 4.462 loss_ce: 0.1929 loss_bbox: 0.1492 loss_giou: 0.2764 loss_ce_0: 0.4344 loss_bbox_0: 0.261 loss_giou_0: 0.4357 loss_ce_1: 0.3215 loss_bbox_1: 0.1748 loss_giou_1: 0.3248 loss_ce_2: 0.2563 loss_bbox_2: 0.1614 loss_giou_2: 0.3016 loss_ce_3: 0.2269 loss_bbox_3: 0.1555 loss_giou_3: 0.2876 loss_ce_4: 0.1975 loss_bbox_4: 0.1513 loss_giou_4: 0.2824 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:32] d2.utils.events INFO: eta: 5:30:40 iter: 379219 total_loss: 5.014 loss_ce: 0.2043 loss_bbox: 0.1517 loss_giou: 0.3121 loss_ce_0: 0.436 loss_bbox_0: 0.2714 loss_giou_0: 0.5057 loss_ce_1: 0.3297 loss_bbox_1: 0.1813 loss_giou_1: 0.3701 loss_ce_2: 0.2651 loss_bbox_2: 0.1609 loss_giou_2: 0.3317 loss_ce_3: 0.2243 loss_bbox_3: 0.1594 loss_giou_3: 0.3209 loss_ce_4: 0.2102 loss_bbox_4: 0.1551 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:38] d2.utils.events INFO: eta: 5:30:34 iter: 379239 total_loss: 4.444 loss_ce: 0.1854 loss_bbox: 0.1533 loss_giou: 0.2662 loss_ce_0: 0.4084 loss_bbox_0: 0.2545 loss_giou_0: 0.4375 loss_ce_1: 0.2964 loss_bbox_1: 0.1782 loss_giou_1: 0.3061 loss_ce_2: 0.2318 loss_bbox_2: 0.1626 loss_giou_2: 0.2868 loss_ce_3: 0.1995 loss_bbox_3: 0.1606 loss_giou_3: 0.2749 loss_ce_4: 0.1849 loss_bbox_4: 0.1583 loss_giou_4: 0.2686 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:43] d2.utils.events INFO: eta: 5:30:19 iter: 379259 total_loss: 4.877 loss_ce: 0.2009 loss_bbox: 0.1474 loss_giou: 0.3004 loss_ce_0: 0.4162 loss_bbox_0: 0.2709 loss_giou_0: 0.4594 loss_ce_1: 0.3045 loss_bbox_1: 0.1772 loss_giou_1: 0.3406 loss_ce_2: 0.2558 loss_bbox_2: 0.1569 loss_giou_2: 0.3102 loss_ce_3: 0.2142 loss_bbox_3: 0.1548 loss_giou_3: 0.3081 loss_ce_4: 0.2013 loss_bbox_4: 0.1492 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:49] d2.utils.events INFO: eta: 5:30:03 iter: 379279 total_loss: 4.59 loss_ce: 0.193 loss_bbox: 0.1407 loss_giou: 0.2877 loss_ce_0: 0.4286 loss_bbox_0: 0.2471 loss_giou_0: 0.4577 loss_ce_1: 0.3015 loss_bbox_1: 0.1713 loss_giou_1: 0.3302 loss_ce_2: 0.2472 loss_bbox_2: 0.154 loss_giou_2: 0.3045 loss_ce_3: 0.2163 loss_bbox_3: 0.1516 loss_giou_3: 0.2946 loss_ce_4: 0.2008 loss_bbox_4: 0.1444 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 20:10:55] d2.utils.events INFO: eta: 5:30:08 iter: 379299 total_loss: 4.965 loss_ce: 0.2145 loss_bbox: 0.1566 loss_giou: 0.3057 loss_ce_0: 0.4354 loss_bbox_0: 0.2718 loss_giou_0: 0.5006 loss_ce_1: 0.3221 loss_bbox_1: 0.1929 loss_giou_1: 0.3554 loss_ce_2: 0.2614 loss_bbox_2: 0.1771 loss_giou_2: 0.3282 loss_ce_3: 0.2455 loss_bbox_3: 0.1663 loss_giou_3: 0.316 loss_ce_4: 0.2191 loss_bbox_4: 0.1639 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:00] d2.utils.events INFO: eta: 5:30:12 iter: 379319 total_loss: 4.909 loss_ce: 0.2141 loss_bbox: 0.1519 loss_giou: 0.2922 loss_ce_0: 0.4268 loss_bbox_0: 0.2717 loss_giou_0: 0.469 loss_ce_1: 0.3141 loss_bbox_1: 0.1933 loss_giou_1: 0.3493 loss_ce_2: 0.2607 loss_bbox_2: 0.1725 loss_giou_2: 0.3119 loss_ce_3: 0.2315 loss_bbox_3: 0.1647 loss_giou_3: 0.3029 loss_ce_4: 0.2197 loss_bbox_4: 0.1576 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:06] d2.utils.events INFO: eta: 5:30:07 iter: 379339 total_loss: 4.893 loss_ce: 0.2048 loss_bbox: 0.1569 loss_giou: 0.303 loss_ce_0: 0.4327 loss_bbox_0: 0.2657 loss_giou_0: 0.4751 loss_ce_1: 0.3098 loss_bbox_1: 0.1816 loss_giou_1: 0.3505 loss_ce_2: 0.2514 loss_bbox_2: 0.1672 loss_giou_2: 0.3187 loss_ce_3: 0.2249 loss_bbox_3: 0.1595 loss_giou_3: 0.3072 loss_ce_4: 0.2062 loss_bbox_4: 0.1574 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:12] d2.utils.events INFO: eta: 5:30:01 iter: 379359 total_loss: 4.974 loss_ce: 0.2108 loss_bbox: 0.1589 loss_giou: 0.2986 loss_ce_0: 0.4468 loss_bbox_0: 0.2706 loss_giou_0: 0.4588 loss_ce_1: 0.3169 loss_bbox_1: 0.1923 loss_giou_1: 0.3427 loss_ce_2: 0.2606 loss_bbox_2: 0.1722 loss_giou_2: 0.3251 loss_ce_3: 0.2291 loss_bbox_3: 0.166 loss_giou_3: 0.3148 loss_ce_4: 0.2219 loss_bbox_4: 0.1628 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:17] d2.utils.events INFO: eta: 5:29:56 iter: 379379 total_loss: 4.638 loss_ce: 0.2139 loss_bbox: 0.1489 loss_giou: 0.2747 loss_ce_0: 0.4323 loss_bbox_0: 0.259 loss_giou_0: 0.4432 loss_ce_1: 0.3049 loss_bbox_1: 0.1834 loss_giou_1: 0.3323 loss_ce_2: 0.245 loss_bbox_2: 0.1662 loss_giou_2: 0.2937 loss_ce_3: 0.2138 loss_bbox_3: 0.1563 loss_giou_3: 0.2851 loss_ce_4: 0.2133 loss_bbox_4: 0.1546 loss_giou_4: 0.2831 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:23] d2.utils.events INFO: eta: 5:29:51 iter: 379399 total_loss: 4.802 loss_ce: 0.1998 loss_bbox: 0.1531 loss_giou: 0.3009 loss_ce_0: 0.4208 loss_bbox_0: 0.2542 loss_giou_0: 0.4732 loss_ce_1: 0.3063 loss_bbox_1: 0.1739 loss_giou_1: 0.3468 loss_ce_2: 0.2516 loss_bbox_2: 0.161 loss_giou_2: 0.3286 loss_ce_3: 0.2125 loss_bbox_3: 0.1581 loss_giou_3: 0.3133 loss_ce_4: 0.2089 loss_bbox_4: 0.1555 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:29] d2.utils.events INFO: eta: 5:29:49 iter: 379419 total_loss: 4.923 loss_ce: 0.2125 loss_bbox: 0.1558 loss_giou: 0.3118 loss_ce_0: 0.4323 loss_bbox_0: 0.2599 loss_giou_0: 0.4587 loss_ce_1: 0.3259 loss_bbox_1: 0.1863 loss_giou_1: 0.3469 loss_ce_2: 0.2689 loss_bbox_2: 0.1728 loss_giou_2: 0.3315 loss_ce_3: 0.2299 loss_bbox_3: 0.1659 loss_giou_3: 0.3233 loss_ce_4: 0.2145 loss_bbox_4: 0.1577 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:34] d2.utils.events INFO: eta: 5:29:39 iter: 379439 total_loss: 4.757 loss_ce: 0.2026 loss_bbox: 0.1548 loss_giou: 0.2983 loss_ce_0: 0.4226 loss_bbox_0: 0.2634 loss_giou_0: 0.4729 loss_ce_1: 0.3064 loss_bbox_1: 0.1771 loss_giou_1: 0.347 loss_ce_2: 0.2453 loss_bbox_2: 0.1641 loss_giou_2: 0.3181 loss_ce_3: 0.2207 loss_bbox_3: 0.1637 loss_giou_3: 0.3126 loss_ce_4: 0.2024 loss_bbox_4: 0.1571 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:40] d2.utils.events INFO: eta: 5:29:33 iter: 379459 total_loss: 5.159 loss_ce: 0.226 loss_bbox: 0.1653 loss_giou: 0.3269 loss_ce_0: 0.4459 loss_bbox_0: 0.269 loss_giou_0: 0.4645 loss_ce_1: 0.336 loss_bbox_1: 0.1854 loss_giou_1: 0.363 loss_ce_2: 0.2756 loss_bbox_2: 0.1728 loss_giou_2: 0.3406 loss_ce_3: 0.2508 loss_bbox_3: 0.1699 loss_giou_3: 0.3344 loss_ce_4: 0.2366 loss_bbox_4: 0.1649 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:46] d2.utils.events INFO: eta: 5:29:29 iter: 379479 total_loss: 4.705 loss_ce: 0.2015 loss_bbox: 0.149 loss_giou: 0.282 loss_ce_0: 0.4339 loss_bbox_0: 0.2556 loss_giou_0: 0.4398 loss_ce_1: 0.3158 loss_bbox_1: 0.1813 loss_giou_1: 0.337 loss_ce_2: 0.2467 loss_bbox_2: 0.1607 loss_giou_2: 0.3042 loss_ce_3: 0.2223 loss_bbox_3: 0.152 loss_giou_3: 0.2992 loss_ce_4: 0.206 loss_bbox_4: 0.1492 loss_giou_4: 0.2856 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:51] d2.utils.events INFO: eta: 5:29:31 iter: 379499 total_loss: 4.806 loss_ce: 0.2143 loss_bbox: 0.156 loss_giou: 0.3019 loss_ce_0: 0.4209 loss_bbox_0: 0.2559 loss_giou_0: 0.4614 loss_ce_1: 0.3096 loss_bbox_1: 0.1838 loss_giou_1: 0.3583 loss_ce_2: 0.2511 loss_bbox_2: 0.1637 loss_giou_2: 0.3267 loss_ce_3: 0.2246 loss_bbox_3: 0.1601 loss_giou_3: 0.3147 loss_ce_4: 0.217 loss_bbox_4: 0.1577 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 20:11:57] d2.utils.events INFO: eta: 5:29:23 iter: 379519 total_loss: 4.926 loss_ce: 0.2204 loss_bbox: 0.1614 loss_giou: 0.3102 loss_ce_0: 0.4473 loss_bbox_0: 0.2671 loss_giou_0: 0.496 loss_ce_1: 0.3291 loss_bbox_1: 0.1919 loss_giou_1: 0.3525 loss_ce_2: 0.272 loss_bbox_2: 0.1776 loss_giou_2: 0.3259 loss_ce_3: 0.2444 loss_bbox_3: 0.1661 loss_giou_3: 0.3128 loss_ce_4: 0.2313 loss_bbox_4: 0.164 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:03] d2.utils.events INFO: eta: 5:29:19 iter: 379539 total_loss: 4.482 loss_ce: 0.1949 loss_bbox: 0.1473 loss_giou: 0.2706 loss_ce_0: 0.4109 loss_bbox_0: 0.2656 loss_giou_0: 0.4226 loss_ce_1: 0.315 loss_bbox_1: 0.1785 loss_giou_1: 0.3158 loss_ce_2: 0.2484 loss_bbox_2: 0.1611 loss_giou_2: 0.2874 loss_ce_3: 0.2144 loss_bbox_3: 0.1559 loss_giou_3: 0.2849 loss_ce_4: 0.2014 loss_bbox_4: 0.1493 loss_giou_4: 0.2721 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:08] d2.utils.events INFO: eta: 5:29:07 iter: 379559 total_loss: 4.403 loss_ce: 0.1906 loss_bbox: 0.1488 loss_giou: 0.2761 loss_ce_0: 0.4187 loss_bbox_0: 0.2427 loss_giou_0: 0.4369 loss_ce_1: 0.3034 loss_bbox_1: 0.1769 loss_giou_1: 0.3181 loss_ce_2: 0.2449 loss_bbox_2: 0.1579 loss_giou_2: 0.2892 loss_ce_3: 0.2171 loss_bbox_3: 0.1532 loss_giou_3: 0.2851 loss_ce_4: 0.1924 loss_bbox_4: 0.1505 loss_giou_4: 0.2786 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:14] d2.utils.events INFO: eta: 5:29:02 iter: 379579 total_loss: 4.762 loss_ce: 0.2067 loss_bbox: 0.1525 loss_giou: 0.2868 loss_ce_0: 0.4363 loss_bbox_0: 0.2567 loss_giou_0: 0.4765 loss_ce_1: 0.3111 loss_bbox_1: 0.1784 loss_giou_1: 0.3371 loss_ce_2: 0.2566 loss_bbox_2: 0.1665 loss_giou_2: 0.3042 loss_ce_3: 0.2195 loss_bbox_3: 0.1537 loss_giou_3: 0.2973 loss_ce_4: 0.2039 loss_bbox_4: 0.1547 loss_giou_4: 0.291 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:20] d2.utils.events INFO: eta: 5:28:54 iter: 379599 total_loss: 4.916 loss_ce: 0.2095 loss_bbox: 0.1557 loss_giou: 0.2973 loss_ce_0: 0.4285 loss_bbox_0: 0.2538 loss_giou_0: 0.4627 loss_ce_1: 0.3129 loss_bbox_1: 0.1764 loss_giou_1: 0.3385 loss_ce_2: 0.2511 loss_bbox_2: 0.1589 loss_giou_2: 0.3135 loss_ce_3: 0.2203 loss_bbox_3: 0.1559 loss_giou_3: 0.3094 loss_ce_4: 0.2104 loss_bbox_4: 0.1561 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:25] d2.utils.events INFO: eta: 5:28:48 iter: 379619 total_loss: 4.753 loss_ce: 0.1972 loss_bbox: 0.1527 loss_giou: 0.3039 loss_ce_0: 0.4441 loss_bbox_0: 0.2512 loss_giou_0: 0.4661 loss_ce_1: 0.3229 loss_bbox_1: 0.1768 loss_giou_1: 0.3507 loss_ce_2: 0.2526 loss_bbox_2: 0.1597 loss_giou_2: 0.3189 loss_ce_3: 0.2192 loss_bbox_3: 0.1544 loss_giou_3: 0.3078 loss_ce_4: 0.2035 loss_bbox_4: 0.1516 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:31] d2.utils.events INFO: eta: 5:28:45 iter: 379639 total_loss: 5.083 loss_ce: 0.2152 loss_bbox: 0.156 loss_giou: 0.3104 loss_ce_0: 0.4373 loss_bbox_0: 0.2652 loss_giou_0: 0.4907 loss_ce_1: 0.3379 loss_bbox_1: 0.1895 loss_giou_1: 0.3578 loss_ce_2: 0.2722 loss_bbox_2: 0.1706 loss_giou_2: 0.3348 loss_ce_3: 0.227 loss_bbox_3: 0.1616 loss_giou_3: 0.3284 loss_ce_4: 0.2169 loss_bbox_4: 0.1553 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:37] d2.utils.events INFO: eta: 5:28:36 iter: 379659 total_loss: 4.927 loss_ce: 0.2153 loss_bbox: 0.1543 loss_giou: 0.2982 loss_ce_0: 0.4373 loss_bbox_0: 0.2572 loss_giou_0: 0.4597 loss_ce_1: 0.3164 loss_bbox_1: 0.1794 loss_giou_1: 0.3399 loss_ce_2: 0.2667 loss_bbox_2: 0.1664 loss_giou_2: 0.3177 loss_ce_3: 0.2262 loss_bbox_3: 0.1644 loss_giou_3: 0.3095 loss_ce_4: 0.2145 loss_bbox_4: 0.1573 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:43] d2.utils.events INFO: eta: 5:28:21 iter: 379679 total_loss: 4.908 loss_ce: 0.2075 loss_bbox: 0.1551 loss_giou: 0.3281 loss_ce_0: 0.4376 loss_bbox_0: 0.2583 loss_giou_0: 0.5007 loss_ce_1: 0.3268 loss_bbox_1: 0.18 loss_giou_1: 0.3709 loss_ce_2: 0.2602 loss_bbox_2: 0.1648 loss_giou_2: 0.347 loss_ce_3: 0.2264 loss_bbox_3: 0.1604 loss_giou_3: 0.3375 loss_ce_4: 0.2078 loss_bbox_4: 0.1541 loss_giou_4: 0.3289 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:48] d2.utils.events INFO: eta: 5:28:26 iter: 379699 total_loss: 4.822 loss_ce: 0.2165 loss_bbox: 0.1565 loss_giou: 0.3252 loss_ce_0: 0.4307 loss_bbox_0: 0.2629 loss_giou_0: 0.4826 loss_ce_1: 0.3115 loss_bbox_1: 0.1769 loss_giou_1: 0.3686 loss_ce_2: 0.2527 loss_bbox_2: 0.1685 loss_giou_2: 0.3395 loss_ce_3: 0.2262 loss_bbox_3: 0.1621 loss_giou_3: 0.3298 loss_ce_4: 0.2121 loss_bbox_4: 0.1575 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 20:12:54] d2.utils.events INFO: eta: 5:28:20 iter: 379719 total_loss: 4.735 loss_ce: 0.2015 loss_bbox: 0.1566 loss_giou: 0.2969 loss_ce_0: 0.4411 loss_bbox_0: 0.276 loss_giou_0: 0.4588 loss_ce_1: 0.3189 loss_bbox_1: 0.1786 loss_giou_1: 0.3353 loss_ce_2: 0.2559 loss_bbox_2: 0.1656 loss_giou_2: 0.3168 loss_ce_3: 0.2229 loss_bbox_3: 0.1633 loss_giou_3: 0.311 loss_ce_4: 0.2118 loss_bbox_4: 0.1591 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0318 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:00] d2.utils.events INFO: eta: 5:28:10 iter: 379739 total_loss: 4.804 loss_ce: 0.2099 loss_bbox: 0.1533 loss_giou: 0.3053 loss_ce_0: 0.4323 loss_bbox_0: 0.2616 loss_giou_0: 0.4718 loss_ce_1: 0.3167 loss_bbox_1: 0.1866 loss_giou_1: 0.3566 loss_ce_2: 0.2533 loss_bbox_2: 0.1685 loss_giou_2: 0.3283 loss_ce_3: 0.2209 loss_bbox_3: 0.1617 loss_giou_3: 0.3138 loss_ce_4: 0.2134 loss_bbox_4: 0.1563 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:05] d2.utils.events INFO: eta: 5:28:04 iter: 379759 total_loss: 4.959 loss_ce: 0.2141 loss_bbox: 0.1597 loss_giou: 0.31 loss_ce_0: 0.4319 loss_bbox_0: 0.2661 loss_giou_0: 0.4727 loss_ce_1: 0.3224 loss_bbox_1: 0.1858 loss_giou_1: 0.3479 loss_ce_2: 0.266 loss_bbox_2: 0.1773 loss_giou_2: 0.3274 loss_ce_3: 0.2337 loss_bbox_3: 0.1697 loss_giou_3: 0.3159 loss_ce_4: 0.2234 loss_bbox_4: 0.1649 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:11] d2.utils.events INFO: eta: 5:28:03 iter: 379779 total_loss: 4.925 loss_ce: 0.2248 loss_bbox: 0.1531 loss_giou: 0.3075 loss_ce_0: 0.4423 loss_bbox_0: 0.2588 loss_giou_0: 0.4706 loss_ce_1: 0.3279 loss_bbox_1: 0.1818 loss_giou_1: 0.3568 loss_ce_2: 0.2735 loss_bbox_2: 0.1633 loss_giou_2: 0.3293 loss_ce_3: 0.2348 loss_bbox_3: 0.1584 loss_giou_3: 0.3219 loss_ce_4: 0.2229 loss_bbox_4: 0.1576 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:17] d2.utils.events INFO: eta: 5:27:58 iter: 379799 total_loss: 4.973 loss_ce: 0.2362 loss_bbox: 0.1616 loss_giou: 0.3089 loss_ce_0: 0.4486 loss_bbox_0: 0.2783 loss_giou_0: 0.4712 loss_ce_1: 0.3497 loss_bbox_1: 0.2009 loss_giou_1: 0.3543 loss_ce_2: 0.2761 loss_bbox_2: 0.1838 loss_giou_2: 0.3306 loss_ce_3: 0.252 loss_bbox_3: 0.173 loss_giou_3: 0.318 loss_ce_4: 0.2416 loss_bbox_4: 0.1639 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:22] d2.utils.events INFO: eta: 5:27:51 iter: 379819 total_loss: 5.22 loss_ce: 0.2418 loss_bbox: 0.172 loss_giou: 0.3062 loss_ce_0: 0.4519 loss_bbox_0: 0.2808 loss_giou_0: 0.4903 loss_ce_1: 0.3438 loss_bbox_1: 0.2004 loss_giou_1: 0.361 loss_ce_2: 0.2995 loss_bbox_2: 0.1818 loss_giou_2: 0.3298 loss_ce_3: 0.2552 loss_bbox_3: 0.1831 loss_giou_3: 0.3284 loss_ce_4: 0.2439 loss_bbox_4: 0.1797 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0320 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:28] d2.utils.events INFO: eta: 5:27:46 iter: 379839 total_loss: 4.81 loss_ce: 0.2089 loss_bbox: 0.1664 loss_giou: 0.3078 loss_ce_0: 0.4217 loss_bbox_0: 0.2801 loss_giou_0: 0.4958 loss_ce_1: 0.3004 loss_bbox_1: 0.1942 loss_giou_1: 0.3492 loss_ce_2: 0.2516 loss_bbox_2: 0.1779 loss_giou_2: 0.3226 loss_ce_3: 0.2258 loss_bbox_3: 0.1772 loss_giou_3: 0.3201 loss_ce_4: 0.2088 loss_bbox_4: 0.1693 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:34] d2.utils.events INFO: eta: 5:27:48 iter: 379859 total_loss: 4.738 loss_ce: 0.2138 loss_bbox: 0.1587 loss_giou: 0.2984 loss_ce_0: 0.4199 loss_bbox_0: 0.2519 loss_giou_0: 0.4595 loss_ce_1: 0.3199 loss_bbox_1: 0.1829 loss_giou_1: 0.3397 loss_ce_2: 0.269 loss_bbox_2: 0.1732 loss_giou_2: 0.3198 loss_ce_3: 0.2281 loss_bbox_3: 0.1596 loss_giou_3: 0.309 loss_ce_4: 0.2252 loss_bbox_4: 0.1583 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:39] d2.utils.events INFO: eta: 5:27:42 iter: 379879 total_loss: 4.56 loss_ce: 0.2046 loss_bbox: 0.146 loss_giou: 0.2835 loss_ce_0: 0.4346 loss_bbox_0: 0.2529 loss_giou_0: 0.4582 loss_ce_1: 0.3153 loss_bbox_1: 0.1645 loss_giou_1: 0.3241 loss_ce_2: 0.2467 loss_bbox_2: 0.1495 loss_giou_2: 0.3042 loss_ce_3: 0.2189 loss_bbox_3: 0.1478 loss_giou_3: 0.296 loss_ce_4: 0.2073 loss_bbox_4: 0.1473 loss_giou_4: 0.2896 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:45] d2.utils.events INFO: eta: 5:27:38 iter: 379899 total_loss: 4.983 loss_ce: 0.2072 loss_bbox: 0.1437 loss_giou: 0.3209 loss_ce_0: 0.4392 loss_bbox_0: 0.2555 loss_giou_0: 0.4781 loss_ce_1: 0.3133 loss_bbox_1: 0.1718 loss_giou_1: 0.3631 loss_ce_2: 0.2564 loss_bbox_2: 0.1549 loss_giou_2: 0.3388 loss_ce_3: 0.2247 loss_bbox_3: 0.1499 loss_giou_3: 0.333 loss_ce_4: 0.211 loss_bbox_4: 0.1472 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:51] d2.utils.events INFO: eta: 5:27:29 iter: 379919 total_loss: 5.01 loss_ce: 0.2139 loss_bbox: 0.1593 loss_giou: 0.3006 loss_ce_0: 0.433 loss_bbox_0: 0.269 loss_giou_0: 0.4406 loss_ce_1: 0.3337 loss_bbox_1: 0.193 loss_giou_1: 0.3363 loss_ce_2: 0.2725 loss_bbox_2: 0.1747 loss_giou_2: 0.3206 loss_ce_3: 0.2356 loss_bbox_3: 0.1682 loss_giou_3: 0.3082 loss_ce_4: 0.2246 loss_bbox_4: 0.1627 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 20:13:56] d2.utils.events INFO: eta: 5:27:23 iter: 379939 total_loss: 4.964 loss_ce: 0.2221 loss_bbox: 0.1757 loss_giou: 0.3173 loss_ce_0: 0.4541 loss_bbox_0: 0.284 loss_giou_0: 0.4804 loss_ce_1: 0.3399 loss_bbox_1: 0.2023 loss_giou_1: 0.3603 loss_ce_2: 0.2764 loss_bbox_2: 0.1832 loss_giou_2: 0.3381 loss_ce_3: 0.2425 loss_bbox_3: 0.1784 loss_giou_3: 0.3271 loss_ce_4: 0.23 loss_bbox_4: 0.1753 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:02] d2.utils.events INFO: eta: 5:27:12 iter: 379959 total_loss: 4.996 loss_ce: 0.217 loss_bbox: 0.1796 loss_giou: 0.309 loss_ce_0: 0.4374 loss_bbox_0: 0.2949 loss_giou_0: 0.4816 loss_ce_1: 0.3236 loss_bbox_1: 0.2069 loss_giou_1: 0.3534 loss_ce_2: 0.2723 loss_bbox_2: 0.1872 loss_giou_2: 0.3302 loss_ce_3: 0.2356 loss_bbox_3: 0.1799 loss_giou_3: 0.3181 loss_ce_4: 0.2197 loss_bbox_4: 0.1794 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:07] d2.utils.events INFO: eta: 5:27:07 iter: 379979 total_loss: 4.76 loss_ce: 0.1959 loss_bbox: 0.1609 loss_giou: 0.3056 loss_ce_0: 0.4348 loss_bbox_0: 0.2708 loss_giou_0: 0.4695 loss_ce_1: 0.3138 loss_bbox_1: 0.1866 loss_giou_1: 0.3433 loss_ce_2: 0.2543 loss_bbox_2: 0.1654 loss_giou_2: 0.3158 loss_ce_3: 0.2101 loss_bbox_3: 0.1615 loss_giou_3: 0.3114 loss_ce_4: 0.2003 loss_bbox_4: 0.1618 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:13] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0379999.pth [11/03 20:14:15] d2.utils.events INFO: eta: 5:27:02 iter: 379999 total_loss: 4.986 loss_ce: 0.2161 loss_bbox: 0.1663 loss_giou: 0.3134 loss_ce_0: 0.4429 loss_bbox_0: 0.2599 loss_giou_0: 0.4835 loss_ce_1: 0.3253 loss_bbox_1: 0.189 loss_giou_1: 0.3607 loss_ce_2: 0.2577 loss_bbox_2: 0.1747 loss_giou_2: 0.336 loss_ce_3: 0.2282 loss_bbox_3: 0.1699 loss_giou_3: 0.3247 loss_ce_4: 0.2209 loss_bbox_4: 0.1667 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:21] d2.utils.events INFO: eta: 5:27:00 iter: 380019 total_loss: 4.766 loss_ce: 0.2037 loss_bbox: 0.1627 loss_giou: 0.2965 loss_ce_0: 0.4459 loss_bbox_0: 0.2775 loss_giou_0: 0.4373 loss_ce_1: 0.3207 loss_bbox_1: 0.1914 loss_giou_1: 0.3329 loss_ce_2: 0.2709 loss_bbox_2: 0.1742 loss_giou_2: 0.308 loss_ce_3: 0.2386 loss_bbox_3: 0.165 loss_giou_3: 0.3051 loss_ce_4: 0.2103 loss_bbox_4: 0.1628 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:26] d2.utils.events INFO: eta: 5:26:58 iter: 380039 total_loss: 4.929 loss_ce: 0.2252 loss_bbox: 0.1529 loss_giou: 0.3239 loss_ce_0: 0.4444 loss_bbox_0: 0.2699 loss_giou_0: 0.4894 loss_ce_1: 0.3311 loss_bbox_1: 0.1846 loss_giou_1: 0.3729 loss_ce_2: 0.2746 loss_bbox_2: 0.1669 loss_giou_2: 0.3499 loss_ce_3: 0.2442 loss_bbox_3: 0.1614 loss_giou_3: 0.3362 loss_ce_4: 0.2286 loss_bbox_4: 0.1558 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:32] d2.utils.events INFO: eta: 5:26:49 iter: 380059 total_loss: 4.785 loss_ce: 0.215 loss_bbox: 0.156 loss_giou: 0.2993 loss_ce_0: 0.4256 loss_bbox_0: 0.2649 loss_giou_0: 0.4855 loss_ce_1: 0.3178 loss_bbox_1: 0.1805 loss_giou_1: 0.3561 loss_ce_2: 0.2641 loss_bbox_2: 0.1706 loss_giou_2: 0.3274 loss_ce_3: 0.2234 loss_bbox_3: 0.162 loss_giou_3: 0.3162 loss_ce_4: 0.2174 loss_bbox_4: 0.1598 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:38] d2.utils.events INFO: eta: 5:26:46 iter: 380079 total_loss: 5.079 loss_ce: 0.2127 loss_bbox: 0.1596 loss_giou: 0.3035 loss_ce_0: 0.4437 loss_bbox_0: 0.2762 loss_giou_0: 0.4721 loss_ce_1: 0.3342 loss_bbox_1: 0.1923 loss_giou_1: 0.3461 loss_ce_2: 0.2709 loss_bbox_2: 0.1736 loss_giou_2: 0.3231 loss_ce_3: 0.2411 loss_bbox_3: 0.1687 loss_giou_3: 0.3198 loss_ce_4: 0.2158 loss_bbox_4: 0.1613 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:44] d2.utils.events INFO: eta: 5:26:41 iter: 380099 total_loss: 4.702 loss_ce: 0.1992 loss_bbox: 0.1569 loss_giou: 0.2912 loss_ce_0: 0.42 loss_bbox_0: 0.2571 loss_giou_0: 0.4594 loss_ce_1: 0.3119 loss_bbox_1: 0.1831 loss_giou_1: 0.3396 loss_ce_2: 0.2485 loss_bbox_2: 0.1636 loss_giou_2: 0.3178 loss_ce_3: 0.2187 loss_bbox_3: 0.1595 loss_giou_3: 0.3058 loss_ce_4: 0.2006 loss_bbox_4: 0.1582 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:49] d2.utils.events INFO: eta: 5:26:35 iter: 380119 total_loss: 5.117 loss_ce: 0.2188 loss_bbox: 0.1636 loss_giou: 0.3231 loss_ce_0: 0.4461 loss_bbox_0: 0.2741 loss_giou_0: 0.4878 loss_ce_1: 0.3184 loss_bbox_1: 0.1998 loss_giou_1: 0.3698 loss_ce_2: 0.2631 loss_bbox_2: 0.1777 loss_giou_2: 0.3414 loss_ce_3: 0.2336 loss_bbox_3: 0.1707 loss_giou_3: 0.3346 loss_ce_4: 0.2273 loss_bbox_4: 0.1649 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 20:14:55] d2.utils.events INFO: eta: 5:26:27 iter: 380139 total_loss: 4.696 loss_ce: 0.2168 loss_bbox: 0.1522 loss_giou: 0.3113 loss_ce_0: 0.4251 loss_bbox_0: 0.2692 loss_giou_0: 0.4768 loss_ce_1: 0.3057 loss_bbox_1: 0.1811 loss_giou_1: 0.3499 loss_ce_2: 0.2476 loss_bbox_2: 0.1674 loss_giou_2: 0.3297 loss_ce_3: 0.2201 loss_bbox_3: 0.161 loss_giou_3: 0.3242 loss_ce_4: 0.2105 loss_bbox_4: 0.1563 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:01] d2.utils.events INFO: eta: 5:26:21 iter: 380159 total_loss: 4.497 loss_ce: 0.1811 loss_bbox: 0.1502 loss_giou: 0.3048 loss_ce_0: 0.4077 loss_bbox_0: 0.2448 loss_giou_0: 0.4562 loss_ce_1: 0.3033 loss_bbox_1: 0.1697 loss_giou_1: 0.3337 loss_ce_2: 0.2366 loss_bbox_2: 0.1591 loss_giou_2: 0.31 loss_ce_3: 0.2051 loss_bbox_3: 0.1515 loss_giou_3: 0.3155 loss_ce_4: 0.1875 loss_bbox_4: 0.1513 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:06] d2.utils.events INFO: eta: 5:26:05 iter: 380179 total_loss: 4.773 loss_ce: 0.2052 loss_bbox: 0.1556 loss_giou: 0.3032 loss_ce_0: 0.4395 loss_bbox_0: 0.2632 loss_giou_0: 0.4587 loss_ce_1: 0.3304 loss_bbox_1: 0.1843 loss_giou_1: 0.3475 loss_ce_2: 0.2646 loss_bbox_2: 0.169 loss_giou_2: 0.3123 loss_ce_3: 0.2255 loss_bbox_3: 0.1644 loss_giou_3: 0.3132 loss_ce_4: 0.2119 loss_bbox_4: 0.1598 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:12] d2.utils.events INFO: eta: 5:25:57 iter: 380199 total_loss: 4.969 loss_ce: 0.2198 loss_bbox: 0.1572 loss_giou: 0.302 loss_ce_0: 0.4253 loss_bbox_0: 0.2687 loss_giou_0: 0.4632 loss_ce_1: 0.323 loss_bbox_1: 0.1866 loss_giou_1: 0.35 loss_ce_2: 0.2595 loss_bbox_2: 0.1633 loss_giou_2: 0.3282 loss_ce_3: 0.2292 loss_bbox_3: 0.1606 loss_giou_3: 0.3129 loss_ce_4: 0.2221 loss_bbox_4: 0.1621 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:17] d2.utils.events INFO: eta: 5:25:49 iter: 380219 total_loss: 4.795 loss_ce: 0.2023 loss_bbox: 0.1491 loss_giou: 0.3164 loss_ce_0: 0.3985 loss_bbox_0: 0.2581 loss_giou_0: 0.4757 loss_ce_1: 0.3145 loss_bbox_1: 0.1797 loss_giou_1: 0.3615 loss_ce_2: 0.2501 loss_bbox_2: 0.1577 loss_giou_2: 0.3352 loss_ce_3: 0.2157 loss_bbox_3: 0.1551 loss_giou_3: 0.3296 loss_ce_4: 0.2108 loss_bbox_4: 0.1542 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:23] d2.utils.events INFO: eta: 5:25:45 iter: 380239 total_loss: 5.027 loss_ce: 0.21 loss_bbox: 0.1589 loss_giou: 0.3103 loss_ce_0: 0.4288 loss_bbox_0: 0.2772 loss_giou_0: 0.463 loss_ce_1: 0.3394 loss_bbox_1: 0.19 loss_giou_1: 0.3599 loss_ce_2: 0.2695 loss_bbox_2: 0.1763 loss_giou_2: 0.3305 loss_ce_3: 0.2311 loss_bbox_3: 0.1693 loss_giou_3: 0.3217 loss_ce_4: 0.2202 loss_bbox_4: 0.1628 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0321 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:29] d2.utils.events INFO: eta: 5:25:39 iter: 380259 total_loss: 4.799 loss_ce: 0.2119 loss_bbox: 0.149 loss_giou: 0.3138 loss_ce_0: 0.4275 loss_bbox_0: 0.256 loss_giou_0: 0.4839 loss_ce_1: 0.3131 loss_bbox_1: 0.1765 loss_giou_1: 0.3617 loss_ce_2: 0.251 loss_bbox_2: 0.1593 loss_giou_2: 0.3294 loss_ce_3: 0.2209 loss_bbox_3: 0.1554 loss_giou_3: 0.3239 loss_ce_4: 0.2141 loss_bbox_4: 0.151 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:34] d2.utils.events INFO: eta: 5:25:43 iter: 380279 total_loss: 5.042 loss_ce: 0.2205 loss_bbox: 0.1689 loss_giou: 0.3208 loss_ce_0: 0.4354 loss_bbox_0: 0.282 loss_giou_0: 0.4814 loss_ce_1: 0.3293 loss_bbox_1: 0.2039 loss_giou_1: 0.3675 loss_ce_2: 0.277 loss_bbox_2: 0.1825 loss_giou_2: 0.3395 loss_ce_3: 0.2362 loss_bbox_3: 0.177 loss_giou_3: 0.3285 loss_ce_4: 0.223 loss_bbox_4: 0.1715 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:40] d2.utils.events INFO: eta: 5:25:38 iter: 380299 total_loss: 4.574 loss_ce: 0.1966 loss_bbox: 0.1519 loss_giou: 0.2849 loss_ce_0: 0.4204 loss_bbox_0: 0.2503 loss_giou_0: 0.4593 loss_ce_1: 0.3051 loss_bbox_1: 0.1766 loss_giou_1: 0.3242 loss_ce_2: 0.242 loss_bbox_2: 0.1637 loss_giou_2: 0.3028 loss_ce_3: 0.2139 loss_bbox_3: 0.1579 loss_giou_3: 0.2922 loss_ce_4: 0.1999 loss_bbox_4: 0.1515 loss_giou_4: 0.2894 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:46] d2.utils.events INFO: eta: 5:25:32 iter: 380319 total_loss: 4.963 loss_ce: 0.212 loss_bbox: 0.1654 loss_giou: 0.3098 loss_ce_0: 0.4313 loss_bbox_0: 0.2664 loss_giou_0: 0.4545 loss_ce_1: 0.3208 loss_bbox_1: 0.191 loss_giou_1: 0.3549 loss_ce_2: 0.2546 loss_bbox_2: 0.1776 loss_giou_2: 0.3355 loss_ce_3: 0.2357 loss_bbox_3: 0.1731 loss_giou_3: 0.3207 loss_ce_4: 0.2173 loss_bbox_4: 0.1666 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:51] d2.utils.events INFO: eta: 5:25:26 iter: 380339 total_loss: 5.01 loss_ce: 0.2218 loss_bbox: 0.1466 loss_giou: 0.3059 loss_ce_0: 0.4438 loss_bbox_0: 0.2723 loss_giou_0: 0.4866 loss_ce_1: 0.3327 loss_bbox_1: 0.1786 loss_giou_1: 0.3528 loss_ce_2: 0.2626 loss_bbox_2: 0.1613 loss_giou_2: 0.3236 loss_ce_3: 0.2357 loss_bbox_3: 0.1553 loss_giou_3: 0.3196 loss_ce_4: 0.2312 loss_bbox_4: 0.1483 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 20:15:57] d2.utils.events INFO: eta: 5:25:23 iter: 380359 total_loss: 4.76 loss_ce: 0.2249 loss_bbox: 0.1614 loss_giou: 0.313 loss_ce_0: 0.4259 loss_bbox_0: 0.266 loss_giou_0: 0.4551 loss_ce_1: 0.3236 loss_bbox_1: 0.1873 loss_giou_1: 0.3467 loss_ce_2: 0.263 loss_bbox_2: 0.1743 loss_giou_2: 0.3227 loss_ce_3: 0.2351 loss_bbox_3: 0.1677 loss_giou_3: 0.3189 loss_ce_4: 0.2291 loss_bbox_4: 0.1631 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:03] d2.utils.events INFO: eta: 5:25:14 iter: 380379 total_loss: 5.008 loss_ce: 0.2238 loss_bbox: 0.164 loss_giou: 0.3114 loss_ce_0: 0.4249 loss_bbox_0: 0.2702 loss_giou_0: 0.4756 loss_ce_1: 0.3272 loss_bbox_1: 0.1897 loss_giou_1: 0.3559 loss_ce_2: 0.2687 loss_bbox_2: 0.1742 loss_giou_2: 0.3261 loss_ce_3: 0.2353 loss_bbox_3: 0.168 loss_giou_3: 0.3203 loss_ce_4: 0.2189 loss_bbox_4: 0.1637 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:08] d2.utils.events INFO: eta: 5:25:12 iter: 380399 total_loss: 4.557 loss_ce: 0.1912 loss_bbox: 0.149 loss_giou: 0.2887 loss_ce_0: 0.4079 loss_bbox_0: 0.2627 loss_giou_0: 0.4362 loss_ce_1: 0.2974 loss_bbox_1: 0.1821 loss_giou_1: 0.3282 loss_ce_2: 0.2281 loss_bbox_2: 0.1626 loss_giou_2: 0.3063 loss_ce_3: 0.2 loss_bbox_3: 0.157 loss_giou_3: 0.3002 loss_ce_4: 0.1987 loss_bbox_4: 0.1523 loss_giou_4: 0.2935 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:14] d2.utils.events INFO: eta: 5:25:09 iter: 380419 total_loss: 4.865 loss_ce: 0.2124 loss_bbox: 0.1523 loss_giou: 0.3085 loss_ce_0: 0.424 loss_bbox_0: 0.259 loss_giou_0: 0.4895 loss_ce_1: 0.3203 loss_bbox_1: 0.1822 loss_giou_1: 0.365 loss_ce_2: 0.2544 loss_bbox_2: 0.1649 loss_giou_2: 0.3268 loss_ce_3: 0.2248 loss_bbox_3: 0.1593 loss_giou_3: 0.3218 loss_ce_4: 0.2124 loss_bbox_4: 0.1554 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:20] d2.utils.events INFO: eta: 5:25:14 iter: 380439 total_loss: 4.706 loss_ce: 0.2085 loss_bbox: 0.1542 loss_giou: 0.2957 loss_ce_0: 0.4274 loss_bbox_0: 0.2595 loss_giou_0: 0.4622 loss_ce_1: 0.3163 loss_bbox_1: 0.1832 loss_giou_1: 0.342 loss_ce_2: 0.2519 loss_bbox_2: 0.1675 loss_giou_2: 0.3239 loss_ce_3: 0.2169 loss_bbox_3: 0.1609 loss_giou_3: 0.3099 loss_ce_4: 0.2065 loss_bbox_4: 0.156 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0127 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:26] d2.utils.events INFO: eta: 5:25:08 iter: 380459 total_loss: 5.073 loss_ce: 0.2151 loss_bbox: 0.1623 loss_giou: 0.3052 loss_ce_0: 0.4237 loss_bbox_0: 0.2762 loss_giou_0: 0.4905 loss_ce_1: 0.3142 loss_bbox_1: 0.1902 loss_giou_1: 0.3622 loss_ce_2: 0.254 loss_bbox_2: 0.1724 loss_giou_2: 0.3336 loss_ce_3: 0.2321 loss_bbox_3: 0.1645 loss_giou_3: 0.3199 loss_ce_4: 0.221 loss_bbox_4: 0.1658 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:31] d2.utils.events INFO: eta: 5:25:06 iter: 380479 total_loss: 5.091 loss_ce: 0.2236 loss_bbox: 0.1631 loss_giou: 0.3159 loss_ce_0: 0.4404 loss_bbox_0: 0.2731 loss_giou_0: 0.492 loss_ce_1: 0.3401 loss_bbox_1: 0.1905 loss_giou_1: 0.3609 loss_ce_2: 0.2838 loss_bbox_2: 0.1782 loss_giou_2: 0.3388 loss_ce_3: 0.2445 loss_bbox_3: 0.1709 loss_giou_3: 0.3307 loss_ce_4: 0.223 loss_bbox_4: 0.1668 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:37] d2.utils.events INFO: eta: 5:24:47 iter: 380499 total_loss: 4.922 loss_ce: 0.2187 loss_bbox: 0.1555 loss_giou: 0.2969 loss_ce_0: 0.4228 loss_bbox_0: 0.2672 loss_giou_0: 0.4607 loss_ce_1: 0.3199 loss_bbox_1: 0.1808 loss_giou_1: 0.3438 loss_ce_2: 0.2578 loss_bbox_2: 0.1667 loss_giou_2: 0.3275 loss_ce_3: 0.2298 loss_bbox_3: 0.1602 loss_giou_3: 0.3159 loss_ce_4: 0.2199 loss_bbox_4: 0.1561 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:42] d2.utils.events INFO: eta: 5:24:46 iter: 380519 total_loss: 4.746 loss_ce: 0.2025 loss_bbox: 0.1531 loss_giou: 0.3082 loss_ce_0: 0.4325 loss_bbox_0: 0.2625 loss_giou_0: 0.4761 loss_ce_1: 0.3216 loss_bbox_1: 0.1899 loss_giou_1: 0.3502 loss_ce_2: 0.2454 loss_bbox_2: 0.1743 loss_giou_2: 0.3285 loss_ce_3: 0.2155 loss_bbox_3: 0.1672 loss_giou_3: 0.3193 loss_ce_4: 0.206 loss_bbox_4: 0.1596 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:48] d2.utils.events INFO: eta: 5:24:40 iter: 380539 total_loss: 4.763 loss_ce: 0.2219 loss_bbox: 0.1444 loss_giou: 0.307 loss_ce_0: 0.4278 loss_bbox_0: 0.255 loss_giou_0: 0.4753 loss_ce_1: 0.3228 loss_bbox_1: 0.1764 loss_giou_1: 0.3487 loss_ce_2: 0.2589 loss_bbox_2: 0.1541 loss_giou_2: 0.3207 loss_ce_3: 0.2337 loss_bbox_3: 0.1478 loss_giou_3: 0.319 loss_ce_4: 0.2178 loss_bbox_4: 0.149 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:54] d2.utils.events INFO: eta: 5:24:31 iter: 380559 total_loss: 4.736 loss_ce: 0.2004 loss_bbox: 0.1591 loss_giou: 0.3 loss_ce_0: 0.4359 loss_bbox_0: 0.2682 loss_giou_0: 0.4484 loss_ce_1: 0.3082 loss_bbox_1: 0.1829 loss_giou_1: 0.3465 loss_ce_2: 0.2488 loss_bbox_2: 0.1664 loss_giou_2: 0.3161 loss_ce_3: 0.2265 loss_bbox_3: 0.1606 loss_giou_3: 0.311 loss_ce_4: 0.2 loss_bbox_4: 0.1598 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 20:16:59] d2.utils.events INFO: eta: 5:24:24 iter: 380579 total_loss: 4.963 loss_ce: 0.2062 loss_bbox: 0.1641 loss_giou: 0.3199 loss_ce_0: 0.4517 loss_bbox_0: 0.2664 loss_giou_0: 0.4858 loss_ce_1: 0.3341 loss_bbox_1: 0.1895 loss_giou_1: 0.3714 loss_ce_2: 0.2701 loss_bbox_2: 0.1761 loss_giou_2: 0.3421 loss_ce_3: 0.2367 loss_bbox_3: 0.1718 loss_giou_3: 0.3365 loss_ce_4: 0.2159 loss_bbox_4: 0.169 loss_giou_4: 0.3299 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:05] d2.utils.events INFO: eta: 5:24:18 iter: 380599 total_loss: 4.69 loss_ce: 0.2008 loss_bbox: 0.154 loss_giou: 0.2969 loss_ce_0: 0.4221 loss_bbox_0: 0.2655 loss_giou_0: 0.4566 loss_ce_1: 0.3069 loss_bbox_1: 0.1832 loss_giou_1: 0.3384 loss_ce_2: 0.2461 loss_bbox_2: 0.1696 loss_giou_2: 0.3131 loss_ce_3: 0.221 loss_bbox_3: 0.161 loss_giou_3: 0.3039 loss_ce_4: 0.2043 loss_bbox_4: 0.1581 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:11] d2.utils.events INFO: eta: 5:24:13 iter: 380619 total_loss: 4.712 loss_ce: 0.2026 loss_bbox: 0.1541 loss_giou: 0.2807 loss_ce_0: 0.4393 loss_bbox_0: 0.274 loss_giou_0: 0.4477 loss_ce_1: 0.3097 loss_bbox_1: 0.1889 loss_giou_1: 0.3266 loss_ce_2: 0.253 loss_bbox_2: 0.1717 loss_giou_2: 0.3007 loss_ce_3: 0.2209 loss_bbox_3: 0.1633 loss_giou_3: 0.2881 loss_ce_4: 0.2076 loss_bbox_4: 0.1602 loss_giou_4: 0.2893 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:16] d2.utils.events INFO: eta: 5:23:54 iter: 380639 total_loss: 4.72 loss_ce: 0.2105 loss_bbox: 0.1564 loss_giou: 0.2963 loss_ce_0: 0.4336 loss_bbox_0: 0.2649 loss_giou_0: 0.4452 loss_ce_1: 0.3248 loss_bbox_1: 0.1879 loss_giou_1: 0.3347 loss_ce_2: 0.2568 loss_bbox_2: 0.1717 loss_giou_2: 0.3119 loss_ce_3: 0.2308 loss_bbox_3: 0.1641 loss_giou_3: 0.3063 loss_ce_4: 0.2152 loss_bbox_4: 0.1605 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:22] d2.utils.events INFO: eta: 5:23:47 iter: 380659 total_loss: 4.85 loss_ce: 0.2154 loss_bbox: 0.1568 loss_giou: 0.3134 loss_ce_0: 0.4468 loss_bbox_0: 0.265 loss_giou_0: 0.4673 loss_ce_1: 0.3218 loss_bbox_1: 0.1793 loss_giou_1: 0.3533 loss_ce_2: 0.2545 loss_bbox_2: 0.1666 loss_giou_2: 0.3308 loss_ce_3: 0.2395 loss_bbox_3: 0.1592 loss_giou_3: 0.3179 loss_ce_4: 0.2108 loss_bbox_4: 0.1609 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:28] d2.utils.events INFO: eta: 5:23:41 iter: 380679 total_loss: 5.078 loss_ce: 0.1964 loss_bbox: 0.1596 loss_giou: 0.3177 loss_ce_0: 0.43 loss_bbox_0: 0.2665 loss_giou_0: 0.4948 loss_ce_1: 0.3099 loss_bbox_1: 0.1871 loss_giou_1: 0.365 loss_ce_2: 0.2494 loss_bbox_2: 0.17 loss_giou_2: 0.3423 loss_ce_3: 0.2179 loss_bbox_3: 0.164 loss_giou_3: 0.3311 loss_ce_4: 0.2011 loss_bbox_4: 0.1637 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:33] d2.utils.events INFO: eta: 5:23:34 iter: 380699 total_loss: 4.888 loss_ce: 0.2152 loss_bbox: 0.1621 loss_giou: 0.305 loss_ce_0: 0.4349 loss_bbox_0: 0.2725 loss_giou_0: 0.4644 loss_ce_1: 0.3266 loss_bbox_1: 0.1857 loss_giou_1: 0.3442 loss_ce_2: 0.2697 loss_bbox_2: 0.1683 loss_giou_2: 0.3194 loss_ce_3: 0.2376 loss_bbox_3: 0.1686 loss_giou_3: 0.3165 loss_ce_4: 0.2148 loss_bbox_4: 0.1657 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:39] d2.utils.events INFO: eta: 5:23:26 iter: 380719 total_loss: 4.6 loss_ce: 0.2054 loss_bbox: 0.1452 loss_giou: 0.2797 loss_ce_0: 0.4305 loss_bbox_0: 0.2444 loss_giou_0: 0.4344 loss_ce_1: 0.3242 loss_bbox_1: 0.1662 loss_giou_1: 0.319 loss_ce_2: 0.2577 loss_bbox_2: 0.1523 loss_giou_2: 0.2959 loss_ce_3: 0.225 loss_bbox_3: 0.1485 loss_giou_3: 0.2829 loss_ce_4: 0.2104 loss_bbox_4: 0.1486 loss_giou_4: 0.2832 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:45] d2.utils.events INFO: eta: 5:23:26 iter: 380739 total_loss: 5.185 loss_ce: 0.2504 loss_bbox: 0.1534 loss_giou: 0.3207 loss_ce_0: 0.4516 loss_bbox_0: 0.2659 loss_giou_0: 0.5 loss_ce_1: 0.341 loss_bbox_1: 0.1884 loss_giou_1: 0.3765 loss_ce_2: 0.2907 loss_bbox_2: 0.1717 loss_giou_2: 0.3477 loss_ce_3: 0.259 loss_bbox_3: 0.1634 loss_giou_3: 0.3317 loss_ce_4: 0.2534 loss_bbox_4: 0.1572 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:50] d2.utils.events INFO: eta: 5:23:20 iter: 380759 total_loss: 4.936 loss_ce: 0.2196 loss_bbox: 0.1576 loss_giou: 0.3184 loss_ce_0: 0.4327 loss_bbox_0: 0.2748 loss_giou_0: 0.4838 loss_ce_1: 0.3167 loss_bbox_1: 0.1879 loss_giou_1: 0.3606 loss_ce_2: 0.2668 loss_bbox_2: 0.1731 loss_giou_2: 0.3362 loss_ce_3: 0.2391 loss_bbox_3: 0.1632 loss_giou_3: 0.3298 loss_ce_4: 0.2265 loss_bbox_4: 0.1597 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 20:17:56] d2.utils.events INFO: eta: 5:23:13 iter: 380779 total_loss: 4.664 loss_ce: 0.2028 loss_bbox: 0.1589 loss_giou: 0.2831 loss_ce_0: 0.4194 loss_bbox_0: 0.2654 loss_giou_0: 0.4361 loss_ce_1: 0.3018 loss_bbox_1: 0.1926 loss_giou_1: 0.3326 loss_ce_2: 0.2592 loss_bbox_2: 0.1698 loss_giou_2: 0.3032 loss_ce_3: 0.2212 loss_bbox_3: 0.1663 loss_giou_3: 0.2908 loss_ce_4: 0.2097 loss_bbox_4: 0.163 loss_giou_4: 0.2817 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:02] d2.utils.events INFO: eta: 5:23:04 iter: 380799 total_loss: 4.877 loss_ce: 0.2184 loss_bbox: 0.1617 loss_giou: 0.313 loss_ce_0: 0.436 loss_bbox_0: 0.2712 loss_giou_0: 0.4817 loss_ce_1: 0.3215 loss_bbox_1: 0.1902 loss_giou_1: 0.352 loss_ce_2: 0.2657 loss_bbox_2: 0.1759 loss_giou_2: 0.3239 loss_ce_3: 0.2258 loss_bbox_3: 0.1689 loss_giou_3: 0.3244 loss_ce_4: 0.2221 loss_bbox_4: 0.1638 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:07] d2.utils.events INFO: eta: 5:22:57 iter: 380819 total_loss: 4.777 loss_ce: 0.2005 loss_bbox: 0.1579 loss_giou: 0.3047 loss_ce_0: 0.4211 loss_bbox_0: 0.2692 loss_giou_0: 0.4618 loss_ce_1: 0.3142 loss_bbox_1: 0.1917 loss_giou_1: 0.345 loss_ce_2: 0.2572 loss_bbox_2: 0.168 loss_giou_2: 0.3201 loss_ce_3: 0.2266 loss_bbox_3: 0.1605 loss_giou_3: 0.3134 loss_ce_4: 0.2046 loss_bbox_4: 0.1597 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:13] d2.utils.events INFO: eta: 5:22:53 iter: 380839 total_loss: 5.031 loss_ce: 0.2183 loss_bbox: 0.1535 loss_giou: 0.3049 loss_ce_0: 0.4358 loss_bbox_0: 0.2673 loss_giou_0: 0.4747 loss_ce_1: 0.3328 loss_bbox_1: 0.18 loss_giou_1: 0.3689 loss_ce_2: 0.2712 loss_bbox_2: 0.1645 loss_giou_2: 0.3353 loss_ce_3: 0.2385 loss_bbox_3: 0.1604 loss_giou_3: 0.3262 loss_ce_4: 0.2163 loss_bbox_4: 0.1547 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:18] d2.utils.events INFO: eta: 5:22:39 iter: 380859 total_loss: 5.012 loss_ce: 0.2261 loss_bbox: 0.1595 loss_giou: 0.2908 loss_ce_0: 0.4445 loss_bbox_0: 0.2778 loss_giou_0: 0.4531 loss_ce_1: 0.3395 loss_bbox_1: 0.1848 loss_giou_1: 0.3393 loss_ce_2: 0.2845 loss_bbox_2: 0.1712 loss_giou_2: 0.3187 loss_ce_3: 0.2504 loss_bbox_3: 0.1663 loss_giou_3: 0.3072 loss_ce_4: 0.2357 loss_bbox_4: 0.1602 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:24] d2.utils.events INFO: eta: 5:22:33 iter: 380879 total_loss: 4.762 loss_ce: 0.1951 loss_bbox: 0.159 loss_giou: 0.2877 loss_ce_0: 0.4218 loss_bbox_0: 0.271 loss_giou_0: 0.4398 loss_ce_1: 0.3046 loss_bbox_1: 0.1852 loss_giou_1: 0.3339 loss_ce_2: 0.2393 loss_bbox_2: 0.1705 loss_giou_2: 0.308 loss_ce_3: 0.2151 loss_bbox_3: 0.1605 loss_giou_3: 0.2962 loss_ce_4: 0.1994 loss_bbox_4: 0.1585 loss_giou_4: 0.2903 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:30] d2.utils.events INFO: eta: 5:22:27 iter: 380899 total_loss: 4.912 loss_ce: 0.2124 loss_bbox: 0.1568 loss_giou: 0.3175 loss_ce_0: 0.4476 loss_bbox_0: 0.2629 loss_giou_0: 0.488 loss_ce_1: 0.3231 loss_bbox_1: 0.1849 loss_giou_1: 0.3663 loss_ce_2: 0.2588 loss_bbox_2: 0.1621 loss_giou_2: 0.336 loss_ce_3: 0.2195 loss_bbox_3: 0.1569 loss_giou_3: 0.3309 loss_ce_4: 0.2148 loss_bbox_4: 0.1575 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:35] d2.utils.events INFO: eta: 5:22:20 iter: 380919 total_loss: 4.634 loss_ce: 0.1926 loss_bbox: 0.1668 loss_giou: 0.2894 loss_ce_0: 0.4072 loss_bbox_0: 0.2688 loss_giou_0: 0.4355 loss_ce_1: 0.3136 loss_bbox_1: 0.1924 loss_giou_1: 0.3206 loss_ce_2: 0.244 loss_bbox_2: 0.1734 loss_giou_2: 0.3014 loss_ce_3: 0.2187 loss_bbox_3: 0.1756 loss_giou_3: 0.2934 loss_ce_4: 0.1968 loss_bbox_4: 0.1696 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:41] d2.utils.events INFO: eta: 5:22:12 iter: 380939 total_loss: 4.898 loss_ce: 0.2227 loss_bbox: 0.1471 loss_giou: 0.3155 loss_ce_0: 0.4293 loss_bbox_0: 0.2674 loss_giou_0: 0.4777 loss_ce_1: 0.3242 loss_bbox_1: 0.181 loss_giou_1: 0.3717 loss_ce_2: 0.2772 loss_bbox_2: 0.1574 loss_giou_2: 0.3427 loss_ce_3: 0.2386 loss_bbox_3: 0.1499 loss_giou_3: 0.3356 loss_ce_4: 0.2306 loss_bbox_4: 0.1481 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:47] d2.utils.events INFO: eta: 5:22:03 iter: 380959 total_loss: 4.951 loss_ce: 0.2061 loss_bbox: 0.1601 loss_giou: 0.3096 loss_ce_0: 0.4241 loss_bbox_0: 0.284 loss_giou_0: 0.4595 loss_ce_1: 0.3179 loss_bbox_1: 0.195 loss_giou_1: 0.3581 loss_ce_2: 0.2542 loss_bbox_2: 0.1728 loss_giou_2: 0.3275 loss_ce_3: 0.2228 loss_bbox_3: 0.1677 loss_giou_3: 0.32 loss_ce_4: 0.2145 loss_bbox_4: 0.1638 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:52] d2.utils.events INFO: eta: 5:21:58 iter: 380979 total_loss: 4.908 loss_ce: 0.21 loss_bbox: 0.1525 loss_giou: 0.3169 loss_ce_0: 0.4208 loss_bbox_0: 0.2595 loss_giou_0: 0.4928 loss_ce_1: 0.3203 loss_bbox_1: 0.1824 loss_giou_1: 0.3609 loss_ce_2: 0.2595 loss_bbox_2: 0.1617 loss_giou_2: 0.3345 loss_ce_3: 0.23 loss_bbox_3: 0.1499 loss_giou_3: 0.3252 loss_ce_4: 0.209 loss_bbox_4: 0.1523 loss_giou_4: 0.3191 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 20:18:58] d2.utils.events INFO: eta: 5:21:49 iter: 380999 total_loss: 4.909 loss_ce: 0.2066 loss_bbox: 0.1631 loss_giou: 0.2995 loss_ce_0: 0.4427 loss_bbox_0: 0.2834 loss_giou_0: 0.4721 loss_ce_1: 0.3316 loss_bbox_1: 0.2006 loss_giou_1: 0.3418 loss_ce_2: 0.2711 loss_bbox_2: 0.1772 loss_giou_2: 0.3137 loss_ce_3: 0.2294 loss_bbox_3: 0.1711 loss_giou_3: 0.3063 loss_ce_4: 0.2144 loss_bbox_4: 0.1662 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:19:04] d2.utils.events INFO: eta: 5:21:47 iter: 381019 total_loss: 4.803 loss_ce: 0.2072 loss_bbox: 0.1627 loss_giou: 0.3098 loss_ce_0: 0.4251 loss_bbox_0: 0.2661 loss_giou_0: 0.47 loss_ce_1: 0.3119 loss_bbox_1: 0.1908 loss_giou_1: 0.3614 loss_ce_2: 0.2524 loss_bbox_2: 0.1717 loss_giou_2: 0.3242 loss_ce_3: 0.2264 loss_bbox_3: 0.165 loss_giou_3: 0.3184 loss_ce_4: 0.2125 loss_bbox_4: 0.1659 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:19:09] d2.utils.events INFO: eta: 5:21:38 iter: 381039 total_loss: 4.722 loss_ce: 0.2011 loss_bbox: 0.1619 loss_giou: 0.3047 loss_ce_0: 0.4218 loss_bbox_0: 0.2635 loss_giou_0: 0.4584 loss_ce_1: 0.3363 loss_bbox_1: 0.1861 loss_giou_1: 0.343 loss_ce_2: 0.2523 loss_bbox_2: 0.1702 loss_giou_2: 0.3232 loss_ce_3: 0.2249 loss_bbox_3: 0.1619 loss_giou_3: 0.3107 loss_ce_4: 0.2072 loss_bbox_4: 0.1605 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 20:19:15] d2.utils.events INFO: eta: 5:21:33 iter: 381059 total_loss: 4.716 loss_ce: 0.1953 loss_bbox: 0.1755 loss_giou: 0.2978 loss_ce_0: 0.4192 loss_bbox_0: 0.2615 loss_giou_0: 0.4598 loss_ce_1: 0.3152 loss_bbox_1: 0.1927 loss_giou_1: 0.335 loss_ce_2: 0.2533 loss_bbox_2: 0.1796 loss_giou_2: 0.3092 loss_ce_3: 0.2268 loss_bbox_3: 0.1787 loss_giou_3: 0.3073 loss_ce_4: 0.2054 loss_bbox_4: 0.1773 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 20:19:20] d2.utils.events INFO: eta: 5:21:20 iter: 381079 total_loss: 4.716 loss_ce: 0.1984 loss_bbox: 0.156 loss_giou: 0.2952 loss_ce_0: 0.4215 loss_bbox_0: 0.261 loss_giou_0: 0.4665 loss_ce_1: 0.3085 loss_bbox_1: 0.1815 loss_giou_1: 0.3323 loss_ce_2: 0.2471 loss_bbox_2: 0.1691 loss_giou_2: 0.3126 loss_ce_3: 0.2152 loss_bbox_3: 0.1635 loss_giou_3: 0.3077 loss_ce_4: 0.2008 loss_bbox_4: 0.1599 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 20:19:26] d2.utils.events INFO: eta: 5:21:05 iter: 381099 total_loss: 4.807 loss_ce: 0.2022 loss_bbox: 0.1588 loss_giou: 0.3038 loss_ce_0: 0.4384 loss_bbox_0: 0.2722 loss_giou_0: 0.4673 loss_ce_1: 0.3283 loss_bbox_1: 0.1855 loss_giou_1: 0.3429 loss_ce_2: 0.2582 loss_bbox_2: 0.1728 loss_giou_2: 0.3299 loss_ce_3: 0.2172 loss_bbox_3: 0.165 loss_giou_3: 0.3265 loss_ce_4: 0.2029 loss_bbox_4: 0.1599 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:19:32] d2.utils.events INFO: eta: 5:20:54 iter: 381119 total_loss: 4.909 loss_ce: 0.2374 loss_bbox: 0.1635 loss_giou: 0.307 loss_ce_0: 0.4455 loss_bbox_0: 0.2721 loss_giou_0: 0.4578 loss_ce_1: 0.3334 loss_bbox_1: 0.1904 loss_giou_1: 0.3429 loss_ce_2: 0.276 loss_bbox_2: 0.1711 loss_giou_2: 0.321 loss_ce_3: 0.2496 loss_bbox_3: 0.163 loss_giou_3: 0.311 loss_ce_4: 0.2457 loss_bbox_4: 0.1608 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 20:19:37] d2.utils.events INFO: eta: 5:20:43 iter: 381139 total_loss: 4.934 loss_ce: 0.2214 loss_bbox: 0.1601 loss_giou: 0.2978 loss_ce_0: 0.4366 loss_bbox_0: 0.2803 loss_giou_0: 0.4687 loss_ce_1: 0.3198 loss_bbox_1: 0.1889 loss_giou_1: 0.3465 loss_ce_2: 0.2642 loss_bbox_2: 0.1743 loss_giou_2: 0.3148 loss_ce_3: 0.232 loss_bbox_3: 0.1663 loss_giou_3: 0.3091 loss_ce_4: 0.2259 loss_bbox_4: 0.161 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 20:19:43] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 20:19:44] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 20:19:44] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 20:19:44] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 20:19:44] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 20:19:45] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 20:19:52] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0029 s/iter. Inference: 0.0510 s/iter. Eval: 0.0003 s/iter. Total: 0.0542 s/iter. ETA=0:00:33 [11/03 20:19:57] d2.evaluation.evaluator INFO: Inference done 112/625. Dataloading: 0.0029 s/iter. Inference: 0.0470 s/iter. Eval: 0.0004 s/iter. Total: 0.0504 s/iter. ETA=0:00:25 [11/03 20:20:02] d2.evaluation.evaluator INFO: Inference done 210/625. Dataloading: 0.0029 s/iter. Inference: 0.0474 s/iter. Eval: 0.0003 s/iter. Total: 0.0507 s/iter. ETA=0:00:21 [11/03 20:20:07] d2.evaluation.evaluator INFO: Inference done 281/625. Dataloading: 0.0075 s/iter. Inference: 0.0480 s/iter. Eval: 0.0003 s/iter. Total: 0.0559 s/iter. ETA=0:00:19 [11/03 20:20:12] d2.evaluation.evaluator INFO: Inference done 376/625. Dataloading: 0.0064 s/iter. Inference: 0.0482 s/iter. Eval: 0.0003 s/iter. Total: 0.0551 s/iter. ETA=0:00:13 [11/03 20:20:17] d2.evaluation.evaluator INFO: Inference done 474/625. Dataloading: 0.0055 s/iter. Inference: 0.0483 s/iter. Eval: 0.0003 s/iter. Total: 0.0543 s/iter. ETA=0:00:08 [11/03 20:20:22] d2.evaluation.evaluator INFO: Inference done 571/625. Dataloading: 0.0049 s/iter. Inference: 0.0485 s/iter. Eval: 0.0004 s/iter. Total: 0.0539 s/iter. ETA=0:00:02 [11/03 20:20:25] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.208318 (0.053562 s / iter per device, on 8 devices) [11/03 20:20:25] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.047982 s / iter per device, on 8 devices) [11/03 20:20:35] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 20:20:36] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 20:20:38] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 20:20:42] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 20:20:58] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 16.06 seconds. [11/03 20:20:58] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 20:21:00] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.82 seconds. [11/03 20:21:00] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.906 | 64.160 | 48.263 | 27.176 | 47.496 | 60.757 | [11/03 20:21:00] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.531 | bicycle | 31.084 | car | 44.868 | | motorcycle | 45.436 | airplane | 68.957 | bus | 67.131 | | train | 67.854 | truck | 41.444 | boat | 28.459 | | traffic light | 28.073 | fire hydrant | 70.159 | stop sign | 68.783 | | parking meter | 46.578 | bench | 28.561 | bird | 40.227 | | cat | 74.428 | dog | 68.413 | horse | 62.064 | | sheep | 53.464 | cow | 61.339 | elephant | 67.088 | | bear | 75.879 | zebra | 69.482 | giraffe | 68.865 | | backpack | 16.319 | umbrella | 39.704 | handbag | 17.829 | | tie | 34.782 | suitcase | 45.382 | frisbee | 70.047 | | skis | 28.298 | snowboard | 45.767 | sports ball | 48.805 | | kite | 47.420 | baseball bat | 34.795 | baseball glove | 40.213 | | skateboard | 56.885 | surfboard | 39.643 | tennis racket | 51.683 | | bottle | 39.729 | wine glass | 35.733 | cup | 44.453 | | fork | 38.697 | knife | 19.993 | spoon | 21.350 | | bowl | 45.283 | banana | 25.276 | apple | 22.307 | | sandwich | 42.343 | orange | 30.836 | broccoli | 22.456 | | carrot | 23.056 | hot dog | 40.326 | pizza | 58.206 | | donut | 50.017 | cake | 38.518 | chair | 29.220 | | couch | 47.307 | potted plant | 27.950 | bed | 52.572 | | dining table | 31.673 | toilet | 64.310 | tv | 58.578 | | laptop | 63.473 | mouse | 63.868 | remote | 36.345 | | keyboard | 53.297 | cell phone | 39.804 | microwave | 64.779 | | oven | 36.548 | toaster | 35.331 | sink | 37.593 | | refrigerator | 61.160 | book | 14.105 | clock | 50.140 | | vase | 41.523 | scissors | 39.919 | teddy bear | 51.125 | | hair drier | 7.261 | toothbrush | 34.251 | | | [11/03 20:21:01] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 20:21:01] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 20:21:01] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 20:21:01] d2.evaluation.testing INFO: copypaste: 44.9056,64.1600,48.2632,27.1764,47.4961,60.7569 [11/03 20:21:01] d2.utils.events INFO: eta: 5:20:34 iter: 381159 total_loss: 4.811 loss_ce: 0.2097 loss_bbox: 0.1476 loss_giou: 0.2906 loss_ce_0: 0.4356 loss_bbox_0: 0.254 loss_giou_0: 0.4635 loss_ce_1: 0.3257 loss_bbox_1: 0.1712 loss_giou_1: 0.3394 loss_ce_2: 0.2602 loss_bbox_2: 0.1543 loss_giou_2: 0.3125 loss_ce_3: 0.2288 loss_bbox_3: 0.1505 loss_giou_3: 0.2999 loss_ce_4: 0.2093 loss_bbox_4: 0.1488 loss_giou_4: 0.2938 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:07] d2.utils.events INFO: eta: 5:20:28 iter: 381179 total_loss: 4.847 loss_ce: 0.2104 loss_bbox: 0.1484 loss_giou: 0.295 loss_ce_0: 0.432 loss_bbox_0: 0.2615 loss_giou_0: 0.4912 loss_ce_1: 0.321 loss_bbox_1: 0.1853 loss_giou_1: 0.3558 loss_ce_2: 0.256 loss_bbox_2: 0.1609 loss_giou_2: 0.3193 loss_ce_3: 0.2291 loss_bbox_3: 0.1577 loss_giou_3: 0.3092 loss_ce_4: 0.2133 loss_bbox_4: 0.1522 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:13] d2.utils.events INFO: eta: 5:20:26 iter: 381199 total_loss: 4.656 loss_ce: 0.1968 loss_bbox: 0.1639 loss_giou: 0.2967 loss_ce_0: 0.436 loss_bbox_0: 0.2631 loss_giou_0: 0.4607 loss_ce_1: 0.3223 loss_bbox_1: 0.1926 loss_giou_1: 0.3423 loss_ce_2: 0.2494 loss_bbox_2: 0.1768 loss_giou_2: 0.3152 loss_ce_3: 0.2173 loss_bbox_3: 0.1754 loss_giou_3: 0.3055 loss_ce_4: 0.2082 loss_bbox_4: 0.1674 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:18] d2.utils.events INFO: eta: 5:20:21 iter: 381219 total_loss: 4.85 loss_ce: 0.2205 loss_bbox: 0.154 loss_giou: 0.3117 loss_ce_0: 0.4253 loss_bbox_0: 0.2741 loss_giou_0: 0.4699 loss_ce_1: 0.3225 loss_bbox_1: 0.1862 loss_giou_1: 0.3522 loss_ce_2: 0.2623 loss_bbox_2: 0.1667 loss_giou_2: 0.3299 loss_ce_3: 0.2239 loss_bbox_3: 0.1584 loss_giou_3: 0.3155 loss_ce_4: 0.2132 loss_bbox_4: 0.1575 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:24] d2.utils.events INFO: eta: 5:20:17 iter: 381239 total_loss: 4.761 loss_ce: 0.1996 loss_bbox: 0.1558 loss_giou: 0.296 loss_ce_0: 0.4274 loss_bbox_0: 0.2596 loss_giou_0: 0.4513 loss_ce_1: 0.3111 loss_bbox_1: 0.1863 loss_giou_1: 0.3376 loss_ce_2: 0.2439 loss_bbox_2: 0.177 loss_giou_2: 0.3213 loss_ce_3: 0.213 loss_bbox_3: 0.1645 loss_giou_3: 0.3113 loss_ce_4: 0.1998 loss_bbox_4: 0.1604 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:30] d2.utils.events INFO: eta: 5:20:12 iter: 381259 total_loss: 4.914 loss_ce: 0.2056 loss_bbox: 0.1666 loss_giou: 0.3183 loss_ce_0: 0.4326 loss_bbox_0: 0.2764 loss_giou_0: 0.4845 loss_ce_1: 0.3261 loss_bbox_1: 0.2006 loss_giou_1: 0.3674 loss_ce_2: 0.2497 loss_bbox_2: 0.1831 loss_giou_2: 0.3335 loss_ce_3: 0.2176 loss_bbox_3: 0.1698 loss_giou_3: 0.3322 loss_ce_4: 0.2057 loss_bbox_4: 0.1667 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:35] d2.utils.events INFO: eta: 5:20:02 iter: 381279 total_loss: 4.943 loss_ce: 0.2153 loss_bbox: 0.1534 loss_giou: 0.3203 loss_ce_0: 0.4322 loss_bbox_0: 0.2715 loss_giou_0: 0.4958 loss_ce_1: 0.3194 loss_bbox_1: 0.1908 loss_giou_1: 0.3581 loss_ce_2: 0.2548 loss_bbox_2: 0.1688 loss_giou_2: 0.33 loss_ce_3: 0.2302 loss_bbox_3: 0.1597 loss_giou_3: 0.3259 loss_ce_4: 0.212 loss_bbox_4: 0.1568 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:41] d2.utils.events INFO: eta: 5:19:50 iter: 381299 total_loss: 5.036 loss_ce: 0.2206 loss_bbox: 0.1585 loss_giou: 0.3203 loss_ce_0: 0.4349 loss_bbox_0: 0.2603 loss_giou_0: 0.472 loss_ce_1: 0.3249 loss_bbox_1: 0.1856 loss_giou_1: 0.3628 loss_ce_2: 0.2639 loss_bbox_2: 0.1702 loss_giou_2: 0.3448 loss_ce_3: 0.2359 loss_bbox_3: 0.166 loss_giou_3: 0.3285 loss_ce_4: 0.2264 loss_bbox_4: 0.1641 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:46] d2.utils.events INFO: eta: 5:19:44 iter: 381319 total_loss: 5.37 loss_ce: 0.2519 loss_bbox: 0.1729 loss_giou: 0.3364 loss_ce_0: 0.448 loss_bbox_0: 0.2801 loss_giou_0: 0.5245 loss_ce_1: 0.3586 loss_bbox_1: 0.1944 loss_giou_1: 0.4009 loss_ce_2: 0.294 loss_bbox_2: 0.1832 loss_giou_2: 0.3661 loss_ce_3: 0.2642 loss_bbox_3: 0.1734 loss_giou_3: 0.3493 loss_ce_4: 0.2531 loss_bbox_4: 0.1709 loss_giou_4: 0.3446 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:52] d2.utils.events INFO: eta: 5:19:36 iter: 381339 total_loss: 4.74 loss_ce: 0.2173 loss_bbox: 0.166 loss_giou: 0.2966 loss_ce_0: 0.4349 loss_bbox_0: 0.2766 loss_giou_0: 0.4517 loss_ce_1: 0.3112 loss_bbox_1: 0.1953 loss_giou_1: 0.3401 loss_ce_2: 0.2646 loss_bbox_2: 0.1771 loss_giou_2: 0.3188 loss_ce_3: 0.2307 loss_bbox_3: 0.1737 loss_giou_3: 0.3032 loss_ce_4: 0.2204 loss_bbox_4: 0.1684 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 20:21:58] d2.utils.events INFO: eta: 5:19:24 iter: 381359 total_loss: 4.89 loss_ce: 0.202 loss_bbox: 0.1532 loss_giou: 0.3005 loss_ce_0: 0.4218 loss_bbox_0: 0.2673 loss_giou_0: 0.4639 loss_ce_1: 0.322 loss_bbox_1: 0.1899 loss_giou_1: 0.3465 loss_ce_2: 0.2611 loss_bbox_2: 0.1735 loss_giou_2: 0.3221 loss_ce_3: 0.2276 loss_bbox_3: 0.1655 loss_giou_3: 0.3123 loss_ce_4: 0.2081 loss_bbox_4: 0.1611 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:03] d2.utils.events INFO: eta: 5:19:27 iter: 381379 total_loss: 4.761 loss_ce: 0.2069 loss_bbox: 0.1538 loss_giou: 0.2922 loss_ce_0: 0.4162 loss_bbox_0: 0.2653 loss_giou_0: 0.4594 loss_ce_1: 0.3202 loss_bbox_1: 0.1856 loss_giou_1: 0.3383 loss_ce_2: 0.2504 loss_bbox_2: 0.1676 loss_giou_2: 0.3121 loss_ce_3: 0.2246 loss_bbox_3: 0.1607 loss_giou_3: 0.3017 loss_ce_4: 0.2042 loss_bbox_4: 0.155 loss_giou_4: 0.2931 time: 0.2800 data_time: 0.0192 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:09] d2.utils.events INFO: eta: 5:19:19 iter: 381399 total_loss: 4.869 loss_ce: 0.2152 loss_bbox: 0.1444 loss_giou: 0.3032 loss_ce_0: 0.4423 loss_bbox_0: 0.2607 loss_giou_0: 0.4969 loss_ce_1: 0.3096 loss_bbox_1: 0.1681 loss_giou_1: 0.3508 loss_ce_2: 0.2681 loss_bbox_2: 0.1577 loss_giou_2: 0.3223 loss_ce_3: 0.2241 loss_bbox_3: 0.1513 loss_giou_3: 0.3133 loss_ce_4: 0.2158 loss_bbox_4: 0.1447 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0205 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:15] d2.utils.events INFO: eta: 5:18:57 iter: 381419 total_loss: 4.827 loss_ce: 0.2021 loss_bbox: 0.1546 loss_giou: 0.2997 loss_ce_0: 0.4235 loss_bbox_0: 0.2662 loss_giou_0: 0.4652 loss_ce_1: 0.3055 loss_bbox_1: 0.1921 loss_giou_1: 0.3448 loss_ce_2: 0.2334 loss_bbox_2: 0.1717 loss_giou_2: 0.3142 loss_ce_3: 0.2156 loss_bbox_3: 0.161 loss_giou_3: 0.311 loss_ce_4: 0.2042 loss_bbox_4: 0.1583 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:20] d2.utils.events INFO: eta: 5:18:47 iter: 381439 total_loss: 4.819 loss_ce: 0.2056 loss_bbox: 0.1533 loss_giou: 0.3056 loss_ce_0: 0.4292 loss_bbox_0: 0.2637 loss_giou_0: 0.4639 loss_ce_1: 0.3173 loss_bbox_1: 0.1818 loss_giou_1: 0.3513 loss_ce_2: 0.265 loss_bbox_2: 0.1662 loss_giou_2: 0.3248 loss_ce_3: 0.2164 loss_bbox_3: 0.1622 loss_giou_3: 0.3165 loss_ce_4: 0.2042 loss_bbox_4: 0.156 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:26] d2.utils.events INFO: eta: 5:18:41 iter: 381459 total_loss: 4.94 loss_ce: 0.2117 loss_bbox: 0.1425 loss_giou: 0.308 loss_ce_0: 0.4291 loss_bbox_0: 0.2528 loss_giou_0: 0.5008 loss_ce_1: 0.3134 loss_bbox_1: 0.1758 loss_giou_1: 0.3667 loss_ce_2: 0.255 loss_bbox_2: 0.1587 loss_giou_2: 0.3289 loss_ce_3: 0.2329 loss_bbox_3: 0.1496 loss_giou_3: 0.318 loss_ce_4: 0.2261 loss_bbox_4: 0.1493 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:32] d2.utils.events INFO: eta: 5:18:32 iter: 381479 total_loss: 5.242 loss_ce: 0.232 loss_bbox: 0.1579 loss_giou: 0.3347 loss_ce_0: 0.4438 loss_bbox_0: 0.2723 loss_giou_0: 0.5118 loss_ce_1: 0.3477 loss_bbox_1: 0.1933 loss_giou_1: 0.3786 loss_ce_2: 0.2856 loss_bbox_2: 0.1748 loss_giou_2: 0.3545 loss_ce_3: 0.2531 loss_bbox_3: 0.1626 loss_giou_3: 0.3393 loss_ce_4: 0.2349 loss_bbox_4: 0.1611 loss_giou_4: 0.3382 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:37] d2.utils.events INFO: eta: 5:18:34 iter: 381499 total_loss: 4.897 loss_ce: 0.2132 loss_bbox: 0.1661 loss_giou: 0.2963 loss_ce_0: 0.4609 loss_bbox_0: 0.2657 loss_giou_0: 0.4661 loss_ce_1: 0.327 loss_bbox_1: 0.1921 loss_giou_1: 0.3448 loss_ce_2: 0.266 loss_bbox_2: 0.1744 loss_giou_2: 0.3164 loss_ce_3: 0.2349 loss_bbox_3: 0.1674 loss_giou_3: 0.3043 loss_ce_4: 0.2238 loss_bbox_4: 0.1666 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:43] d2.utils.events INFO: eta: 5:18:21 iter: 381519 total_loss: 4.874 loss_ce: 0.2126 loss_bbox: 0.1441 loss_giou: 0.2992 loss_ce_0: 0.4278 loss_bbox_0: 0.26 loss_giou_0: 0.457 loss_ce_1: 0.3238 loss_bbox_1: 0.1756 loss_giou_1: 0.3416 loss_ce_2: 0.2558 loss_bbox_2: 0.1583 loss_giou_2: 0.3216 loss_ce_3: 0.2256 loss_bbox_3: 0.1507 loss_giou_3: 0.3125 loss_ce_4: 0.2139 loss_bbox_4: 0.1445 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:49] d2.utils.events INFO: eta: 5:18:16 iter: 381539 total_loss: 4.78 loss_ce: 0.1946 loss_bbox: 0.1529 loss_giou: 0.3188 loss_ce_0: 0.4171 loss_bbox_0: 0.2456 loss_giou_0: 0.4788 loss_ce_1: 0.2979 loss_bbox_1: 0.1796 loss_giou_1: 0.3634 loss_ce_2: 0.2408 loss_bbox_2: 0.1653 loss_giou_2: 0.3351 loss_ce_3: 0.2143 loss_bbox_3: 0.1592 loss_giou_3: 0.3269 loss_ce_4: 0.2031 loss_bbox_4: 0.158 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 20:22:54] d2.utils.events INFO: eta: 5:18:10 iter: 381559 total_loss: 4.901 loss_ce: 0.236 loss_bbox: 0.1485 loss_giou: 0.2893 loss_ce_0: 0.4494 loss_bbox_0: 0.2621 loss_giou_0: 0.4432 loss_ce_1: 0.3283 loss_bbox_1: 0.1806 loss_giou_1: 0.3349 loss_ce_2: 0.2766 loss_bbox_2: 0.1635 loss_giou_2: 0.3129 loss_ce_3: 0.2428 loss_bbox_3: 0.1559 loss_giou_3: 0.3106 loss_ce_4: 0.2319 loss_bbox_4: 0.1524 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:00] d2.utils.events INFO: eta: 5:18:05 iter: 381579 total_loss: 4.983 loss_ce: 0.2206 loss_bbox: 0.1521 loss_giou: 0.3092 loss_ce_0: 0.429 loss_bbox_0: 0.2465 loss_giou_0: 0.4752 loss_ce_1: 0.3228 loss_bbox_1: 0.1798 loss_giou_1: 0.3513 loss_ce_2: 0.2634 loss_bbox_2: 0.1611 loss_giou_2: 0.3296 loss_ce_3: 0.2326 loss_bbox_3: 0.1555 loss_giou_3: 0.3192 loss_ce_4: 0.2228 loss_bbox_4: 0.1541 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:06] d2.utils.events INFO: eta: 5:18:02 iter: 381599 total_loss: 4.735 loss_ce: 0.1962 loss_bbox: 0.1578 loss_giou: 0.3143 loss_ce_0: 0.4297 loss_bbox_0: 0.2501 loss_giou_0: 0.4774 loss_ce_1: 0.3193 loss_bbox_1: 0.1819 loss_giou_1: 0.3577 loss_ce_2: 0.2546 loss_bbox_2: 0.1645 loss_giou_2: 0.3264 loss_ce_3: 0.2111 loss_bbox_3: 0.1612 loss_giou_3: 0.3238 loss_ce_4: 0.1991 loss_bbox_4: 0.1588 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:11] d2.utils.events INFO: eta: 5:17:57 iter: 381619 total_loss: 4.541 loss_ce: 0.1879 loss_bbox: 0.1599 loss_giou: 0.2855 loss_ce_0: 0.4158 loss_bbox_0: 0.2646 loss_giou_0: 0.4554 loss_ce_1: 0.3078 loss_bbox_1: 0.1791 loss_giou_1: 0.3213 loss_ce_2: 0.2402 loss_bbox_2: 0.1713 loss_giou_2: 0.3 loss_ce_3: 0.2032 loss_bbox_3: 0.1672 loss_giou_3: 0.2888 loss_ce_4: 0.1865 loss_bbox_4: 0.1635 loss_giou_4: 0.2869 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:17] d2.utils.events INFO: eta: 5:18:03 iter: 381639 total_loss: 4.738 loss_ce: 0.2086 loss_bbox: 0.1462 loss_giou: 0.301 loss_ce_0: 0.4281 loss_bbox_0: 0.2488 loss_giou_0: 0.4741 loss_ce_1: 0.3191 loss_bbox_1: 0.1731 loss_giou_1: 0.3417 loss_ce_2: 0.2554 loss_bbox_2: 0.1584 loss_giou_2: 0.3146 loss_ce_3: 0.2216 loss_bbox_3: 0.1519 loss_giou_3: 0.3045 loss_ce_4: 0.2104 loss_bbox_4: 0.1484 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:23] d2.utils.events INFO: eta: 5:17:57 iter: 381659 total_loss: 5.107 loss_ce: 0.2318 loss_bbox: 0.1676 loss_giou: 0.3035 loss_ce_0: 0.4597 loss_bbox_0: 0.2766 loss_giou_0: 0.4583 loss_ce_1: 0.3534 loss_bbox_1: 0.2007 loss_giou_1: 0.3541 loss_ce_2: 0.2863 loss_bbox_2: 0.1806 loss_giou_2: 0.3276 loss_ce_3: 0.2492 loss_bbox_3: 0.175 loss_giou_3: 0.3164 loss_ce_4: 0.2342 loss_bbox_4: 0.1718 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:28] d2.utils.events INFO: eta: 5:17:52 iter: 381679 total_loss: 4.864 loss_ce: 0.2103 loss_bbox: 0.1427 loss_giou: 0.3036 loss_ce_0: 0.4374 loss_bbox_0: 0.2579 loss_giou_0: 0.4894 loss_ce_1: 0.3141 loss_bbox_1: 0.1753 loss_giou_1: 0.3518 loss_ce_2: 0.2555 loss_bbox_2: 0.1508 loss_giou_2: 0.3275 loss_ce_3: 0.2245 loss_bbox_3: 0.1464 loss_giou_3: 0.3097 loss_ce_4: 0.2123 loss_bbox_4: 0.1429 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:34] d2.utils.events INFO: eta: 5:17:38 iter: 381699 total_loss: 4.913 loss_ce: 0.2042 loss_bbox: 0.1565 loss_giou: 0.3117 loss_ce_0: 0.4414 loss_bbox_0: 0.2719 loss_giou_0: 0.478 loss_ce_1: 0.3232 loss_bbox_1: 0.1803 loss_giou_1: 0.3593 loss_ce_2: 0.2586 loss_bbox_2: 0.169 loss_giou_2: 0.3323 loss_ce_3: 0.2252 loss_bbox_3: 0.1619 loss_giou_3: 0.3213 loss_ce_4: 0.2103 loss_bbox_4: 0.1559 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:40] d2.utils.events INFO: eta: 5:17:41 iter: 381719 total_loss: 4.65 loss_ce: 0.1996 loss_bbox: 0.1611 loss_giou: 0.2799 loss_ce_0: 0.4186 loss_bbox_0: 0.2726 loss_giou_0: 0.4394 loss_ce_1: 0.3025 loss_bbox_1: 0.1886 loss_giou_1: 0.3236 loss_ce_2: 0.2459 loss_bbox_2: 0.1765 loss_giou_2: 0.2993 loss_ce_3: 0.2093 loss_bbox_3: 0.1655 loss_giou_3: 0.2902 loss_ce_4: 0.2091 loss_bbox_4: 0.1619 loss_giou_4: 0.2815 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:46] d2.utils.events INFO: eta: 5:17:27 iter: 381739 total_loss: 4.513 loss_ce: 0.2075 loss_bbox: 0.1482 loss_giou: 0.2844 loss_ce_0: 0.4184 loss_bbox_0: 0.2591 loss_giou_0: 0.4548 loss_ce_1: 0.3132 loss_bbox_1: 0.1662 loss_giou_1: 0.3314 loss_ce_2: 0.259 loss_bbox_2: 0.1537 loss_giou_2: 0.3061 loss_ce_3: 0.2314 loss_bbox_3: 0.1517 loss_giou_3: 0.2996 loss_ce_4: 0.2126 loss_bbox_4: 0.149 loss_giou_4: 0.2863 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:51] d2.utils.events INFO: eta: 5:17:14 iter: 381759 total_loss: 4.707 loss_ce: 0.2076 loss_bbox: 0.1663 loss_giou: 0.2995 loss_ce_0: 0.4481 loss_bbox_0: 0.2742 loss_giou_0: 0.4475 loss_ce_1: 0.3111 loss_bbox_1: 0.1929 loss_giou_1: 0.3426 loss_ce_2: 0.2555 loss_bbox_2: 0.1787 loss_giou_2: 0.3184 loss_ce_3: 0.2254 loss_bbox_3: 0.1712 loss_giou_3: 0.309 loss_ce_4: 0.2132 loss_bbox_4: 0.1683 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 20:23:57] d2.utils.events INFO: eta: 5:17:04 iter: 381779 total_loss: 4.764 loss_ce: 0.2009 loss_bbox: 0.1445 loss_giou: 0.2952 loss_ce_0: 0.42 loss_bbox_0: 0.2528 loss_giou_0: 0.4488 loss_ce_1: 0.3101 loss_bbox_1: 0.1771 loss_giou_1: 0.3373 loss_ce_2: 0.2516 loss_bbox_2: 0.1648 loss_giou_2: 0.3127 loss_ce_3: 0.2173 loss_bbox_3: 0.1533 loss_giou_3: 0.2998 loss_ce_4: 0.1998 loss_bbox_4: 0.148 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:02] d2.utils.events INFO: eta: 5:17:01 iter: 381799 total_loss: 4.899 loss_ce: 0.2112 loss_bbox: 0.1583 loss_giou: 0.3104 loss_ce_0: 0.4245 loss_bbox_0: 0.2593 loss_giou_0: 0.4618 loss_ce_1: 0.318 loss_bbox_1: 0.1863 loss_giou_1: 0.3595 loss_ce_2: 0.2604 loss_bbox_2: 0.1696 loss_giou_2: 0.3322 loss_ce_3: 0.2305 loss_bbox_3: 0.1623 loss_giou_3: 0.3195 loss_ce_4: 0.2169 loss_bbox_4: 0.1598 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:08] d2.utils.events INFO: eta: 5:17:00 iter: 381819 total_loss: 4.786 loss_ce: 0.2118 loss_bbox: 0.1671 loss_giou: 0.2764 loss_ce_0: 0.4358 loss_bbox_0: 0.2709 loss_giou_0: 0.4359 loss_ce_1: 0.3283 loss_bbox_1: 0.1931 loss_giou_1: 0.3268 loss_ce_2: 0.2629 loss_bbox_2: 0.1799 loss_giou_2: 0.2995 loss_ce_3: 0.2332 loss_bbox_3: 0.1757 loss_giou_3: 0.288 loss_ce_4: 0.22 loss_bbox_4: 0.1698 loss_giou_4: 0.2859 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:14] d2.utils.events INFO: eta: 5:16:53 iter: 381839 total_loss: 4.629 loss_ce: 0.1962 loss_bbox: 0.1568 loss_giou: 0.2944 loss_ce_0: 0.4337 loss_bbox_0: 0.2712 loss_giou_0: 0.4516 loss_ce_1: 0.3036 loss_bbox_1: 0.1793 loss_giou_1: 0.329 loss_ce_2: 0.2467 loss_bbox_2: 0.166 loss_giou_2: 0.3113 loss_ce_3: 0.2142 loss_bbox_3: 0.1634 loss_giou_3: 0.3004 loss_ce_4: 0.2008 loss_bbox_4: 0.1581 loss_giou_4: 0.297 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:19] d2.utils.events INFO: eta: 5:16:45 iter: 381859 total_loss: 4.644 loss_ce: 0.1839 loss_bbox: 0.1529 loss_giou: 0.2894 loss_ce_0: 0.4163 loss_bbox_0: 0.2589 loss_giou_0: 0.4381 loss_ce_1: 0.3073 loss_bbox_1: 0.1794 loss_giou_1: 0.3302 loss_ce_2: 0.2336 loss_bbox_2: 0.161 loss_giou_2: 0.3001 loss_ce_3: 0.2065 loss_bbox_3: 0.1555 loss_giou_3: 0.302 loss_ce_4: 0.1853 loss_bbox_4: 0.155 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:25] d2.utils.events INFO: eta: 5:16:40 iter: 381879 total_loss: 4.597 loss_ce: 0.2003 loss_bbox: 0.1512 loss_giou: 0.2927 loss_ce_0: 0.4138 loss_bbox_0: 0.2485 loss_giou_0: 0.4653 loss_ce_1: 0.2961 loss_bbox_1: 0.1825 loss_giou_1: 0.3363 loss_ce_2: 0.2404 loss_bbox_2: 0.166 loss_giou_2: 0.3125 loss_ce_3: 0.2129 loss_bbox_3: 0.1606 loss_giou_3: 0.3032 loss_ce_4: 0.2024 loss_bbox_4: 0.153 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:31] d2.utils.events INFO: eta: 5:16:36 iter: 381899 total_loss: 4.756 loss_ce: 0.2023 loss_bbox: 0.1491 loss_giou: 0.3083 loss_ce_0: 0.4398 loss_bbox_0: 0.2634 loss_giou_0: 0.473 loss_ce_1: 0.3121 loss_bbox_1: 0.1786 loss_giou_1: 0.353 loss_ce_2: 0.2482 loss_bbox_2: 0.162 loss_giou_2: 0.3269 loss_ce_3: 0.223 loss_bbox_3: 0.1582 loss_giou_3: 0.319 loss_ce_4: 0.2117 loss_bbox_4: 0.153 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:36] d2.utils.events INFO: eta: 5:16:31 iter: 381919 total_loss: 4.556 loss_ce: 0.1854 loss_bbox: 0.1419 loss_giou: 0.2974 loss_ce_0: 0.4276 loss_bbox_0: 0.2588 loss_giou_0: 0.4496 loss_ce_1: 0.3066 loss_bbox_1: 0.1723 loss_giou_1: 0.3471 loss_ce_2: 0.2489 loss_bbox_2: 0.1559 loss_giou_2: 0.3168 loss_ce_3: 0.2085 loss_bbox_3: 0.148 loss_giou_3: 0.3111 loss_ce_4: 0.1922 loss_bbox_4: 0.1462 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:42] d2.utils.events INFO: eta: 5:16:30 iter: 381939 total_loss: 4.748 loss_ce: 0.206 loss_bbox: 0.1614 loss_giou: 0.2956 loss_ce_0: 0.4188 loss_bbox_0: 0.2759 loss_giou_0: 0.4561 loss_ce_1: 0.3229 loss_bbox_1: 0.1958 loss_giou_1: 0.3406 loss_ce_2: 0.2541 loss_bbox_2: 0.1737 loss_giou_2: 0.3097 loss_ce_3: 0.2224 loss_bbox_3: 0.1655 loss_giou_3: 0.2991 loss_ce_4: 0.2018 loss_bbox_4: 0.1618 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:48] d2.utils.events INFO: eta: 5:16:32 iter: 381959 total_loss: 4.72 loss_ce: 0.2048 loss_bbox: 0.1467 loss_giou: 0.3091 loss_ce_0: 0.4193 loss_bbox_0: 0.253 loss_giou_0: 0.4763 loss_ce_1: 0.3221 loss_bbox_1: 0.1761 loss_giou_1: 0.3545 loss_ce_2: 0.2707 loss_bbox_2: 0.1638 loss_giou_2: 0.3227 loss_ce_3: 0.2335 loss_bbox_3: 0.1529 loss_giou_3: 0.3239 loss_ce_4: 0.2061 loss_bbox_4: 0.1508 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:53] d2.utils.events INFO: eta: 5:16:22 iter: 381979 total_loss: 4.847 loss_ce: 0.2194 loss_bbox: 0.1542 loss_giou: 0.2951 loss_ce_0: 0.4276 loss_bbox_0: 0.2743 loss_giou_0: 0.4778 loss_ce_1: 0.3311 loss_bbox_1: 0.1813 loss_giou_1: 0.3496 loss_ce_2: 0.2661 loss_bbox_2: 0.1677 loss_giou_2: 0.3272 loss_ce_3: 0.2389 loss_bbox_3: 0.1565 loss_giou_3: 0.311 loss_ce_4: 0.2242 loss_bbox_4: 0.1536 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:24:59] d2.utils.events INFO: eta: 5:16:19 iter: 381999 total_loss: 5.045 loss_ce: 0.2251 loss_bbox: 0.1656 loss_giou: 0.3293 loss_ce_0: 0.4244 loss_bbox_0: 0.2719 loss_giou_0: 0.4849 loss_ce_1: 0.3229 loss_bbox_1: 0.1933 loss_giou_1: 0.3627 loss_ce_2: 0.2734 loss_bbox_2: 0.1828 loss_giou_2: 0.3446 loss_ce_3: 0.2363 loss_bbox_3: 0.1755 loss_giou_3: 0.3403 loss_ce_4: 0.2291 loss_bbox_4: 0.1686 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:04] d2.utils.events INFO: eta: 5:16:10 iter: 382019 total_loss: 4.806 loss_ce: 0.2052 loss_bbox: 0.1494 loss_giou: 0.3158 loss_ce_0: 0.425 loss_bbox_0: 0.2532 loss_giou_0: 0.4995 loss_ce_1: 0.3164 loss_bbox_1: 0.1853 loss_giou_1: 0.368 loss_ce_2: 0.2521 loss_bbox_2: 0.1598 loss_giou_2: 0.3348 loss_ce_3: 0.2228 loss_bbox_3: 0.1544 loss_giou_3: 0.326 loss_ce_4: 0.2104 loss_bbox_4: 0.1491 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:10] d2.utils.events INFO: eta: 5:16:03 iter: 382039 total_loss: 4.857 loss_ce: 0.2242 loss_bbox: 0.1528 loss_giou: 0.3171 loss_ce_0: 0.444 loss_bbox_0: 0.2683 loss_giou_0: 0.4876 loss_ce_1: 0.3367 loss_bbox_1: 0.1821 loss_giou_1: 0.3526 loss_ce_2: 0.2616 loss_bbox_2: 0.1682 loss_giou_2: 0.3303 loss_ce_3: 0.2317 loss_bbox_3: 0.1566 loss_giou_3: 0.3225 loss_ce_4: 0.2243 loss_bbox_4: 0.1531 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:16] d2.utils.events INFO: eta: 5:15:53 iter: 382059 total_loss: 4.882 loss_ce: 0.2124 loss_bbox: 0.1567 loss_giou: 0.3147 loss_ce_0: 0.4207 loss_bbox_0: 0.2692 loss_giou_0: 0.5048 loss_ce_1: 0.3093 loss_bbox_1: 0.1804 loss_giou_1: 0.3694 loss_ce_2: 0.2492 loss_bbox_2: 0.1658 loss_giou_2: 0.3309 loss_ce_3: 0.2295 loss_bbox_3: 0.1589 loss_giou_3: 0.3194 loss_ce_4: 0.2154 loss_bbox_4: 0.1571 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:21] d2.utils.events INFO: eta: 5:15:55 iter: 382079 total_loss: 5.017 loss_ce: 0.2247 loss_bbox: 0.1519 loss_giou: 0.3137 loss_ce_0: 0.4443 loss_bbox_0: 0.2763 loss_giou_0: 0.4995 loss_ce_1: 0.3497 loss_bbox_1: 0.186 loss_giou_1: 0.3666 loss_ce_2: 0.2784 loss_bbox_2: 0.16 loss_giou_2: 0.3379 loss_ce_3: 0.2542 loss_bbox_3: 0.157 loss_giou_3: 0.3285 loss_ce_4: 0.23 loss_bbox_4: 0.155 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:27] d2.utils.events INFO: eta: 5:15:53 iter: 382099 total_loss: 4.763 loss_ce: 0.2 loss_bbox: 0.1543 loss_giou: 0.3049 loss_ce_0: 0.4159 loss_bbox_0: 0.2633 loss_giou_0: 0.453 loss_ce_1: 0.313 loss_bbox_1: 0.1833 loss_giou_1: 0.338 loss_ce_2: 0.2543 loss_bbox_2: 0.1673 loss_giou_2: 0.3165 loss_ce_3: 0.2161 loss_bbox_3: 0.1643 loss_giou_3: 0.3118 loss_ce_4: 0.1965 loss_bbox_4: 0.158 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:33] d2.utils.events INFO: eta: 5:15:54 iter: 382119 total_loss: 4.67 loss_ce: 0.1998 loss_bbox: 0.1676 loss_giou: 0.2946 loss_ce_0: 0.4199 loss_bbox_0: 0.266 loss_giou_0: 0.4439 loss_ce_1: 0.3038 loss_bbox_1: 0.1981 loss_giou_1: 0.3366 loss_ce_2: 0.2541 loss_bbox_2: 0.1777 loss_giou_2: 0.3103 loss_ce_3: 0.2229 loss_bbox_3: 0.1714 loss_giou_3: 0.2994 loss_ce_4: 0.2028 loss_bbox_4: 0.1677 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:39] d2.utils.events INFO: eta: 5:15:50 iter: 382139 total_loss: 4.67 loss_ce: 0.1919 loss_bbox: 0.1556 loss_giou: 0.2985 loss_ce_0: 0.408 loss_bbox_0: 0.2561 loss_giou_0: 0.4506 loss_ce_1: 0.301 loss_bbox_1: 0.1891 loss_giou_1: 0.3358 loss_ce_2: 0.2424 loss_bbox_2: 0.1699 loss_giou_2: 0.3169 loss_ce_3: 0.2055 loss_bbox_3: 0.1653 loss_giou_3: 0.308 loss_ce_4: 0.198 loss_bbox_4: 0.1571 loss_giou_4: 0.2992 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:44] d2.utils.events INFO: eta: 5:15:44 iter: 382159 total_loss: 4.84 loss_ce: 0.2002 loss_bbox: 0.1488 loss_giou: 0.3103 loss_ce_0: 0.4266 loss_bbox_0: 0.2545 loss_giou_0: 0.4773 loss_ce_1: 0.3078 loss_bbox_1: 0.1795 loss_giou_1: 0.352 loss_ce_2: 0.2475 loss_bbox_2: 0.1581 loss_giou_2: 0.3248 loss_ce_3: 0.2231 loss_bbox_3: 0.1528 loss_giou_3: 0.32 loss_ce_4: 0.2071 loss_bbox_4: 0.1528 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:50] d2.utils.events INFO: eta: 5:15:39 iter: 382179 total_loss: 4.847 loss_ce: 0.2065 loss_bbox: 0.1513 loss_giou: 0.3045 loss_ce_0: 0.4227 loss_bbox_0: 0.2577 loss_giou_0: 0.4935 loss_ce_1: 0.3204 loss_bbox_1: 0.1854 loss_giou_1: 0.3646 loss_ce_2: 0.2511 loss_bbox_2: 0.1729 loss_giou_2: 0.3221 loss_ce_3: 0.2243 loss_bbox_3: 0.1581 loss_giou_3: 0.3099 loss_ce_4: 0.2169 loss_bbox_4: 0.1554 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:25:56] d2.utils.events INFO: eta: 5:15:32 iter: 382199 total_loss: 4.606 loss_ce: 0.184 loss_bbox: 0.1578 loss_giou: 0.2952 loss_ce_0: 0.4156 loss_bbox_0: 0.2554 loss_giou_0: 0.4678 loss_ce_1: 0.305 loss_bbox_1: 0.1836 loss_giou_1: 0.337 loss_ce_2: 0.2394 loss_bbox_2: 0.1671 loss_giou_2: 0.3105 loss_ce_3: 0.2045 loss_bbox_3: 0.165 loss_giou_3: 0.3048 loss_ce_4: 0.1932 loss_bbox_4: 0.1592 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:01] d2.utils.events INFO: eta: 5:15:19 iter: 382219 total_loss: 5.036 loss_ce: 0.2233 loss_bbox: 0.1618 loss_giou: 0.3236 loss_ce_0: 0.4284 loss_bbox_0: 0.2586 loss_giou_0: 0.5006 loss_ce_1: 0.324 loss_bbox_1: 0.19 loss_giou_1: 0.373 loss_ce_2: 0.2642 loss_bbox_2: 0.1761 loss_giou_2: 0.343 loss_ce_3: 0.2346 loss_bbox_3: 0.1661 loss_giou_3: 0.3308 loss_ce_4: 0.2212 loss_bbox_4: 0.1645 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:07] d2.utils.events INFO: eta: 5:15:11 iter: 382239 total_loss: 4.881 loss_ce: 0.2071 loss_bbox: 0.1586 loss_giou: 0.3069 loss_ce_0: 0.4327 loss_bbox_0: 0.2759 loss_giou_0: 0.4591 loss_ce_1: 0.3113 loss_bbox_1: 0.1877 loss_giou_1: 0.3376 loss_ce_2: 0.2505 loss_bbox_2: 0.1706 loss_giou_2: 0.3212 loss_ce_3: 0.2244 loss_bbox_3: 0.168 loss_giou_3: 0.3152 loss_ce_4: 0.2074 loss_bbox_4: 0.1597 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:13] d2.utils.events INFO: eta: 5:15:13 iter: 382259 total_loss: 4.843 loss_ce: 0.2127 loss_bbox: 0.1587 loss_giou: 0.3042 loss_ce_0: 0.4322 loss_bbox_0: 0.2698 loss_giou_0: 0.4538 loss_ce_1: 0.3267 loss_bbox_1: 0.19 loss_giou_1: 0.3502 loss_ce_2: 0.2647 loss_bbox_2: 0.1748 loss_giou_2: 0.3192 loss_ce_3: 0.2255 loss_bbox_3: 0.1629 loss_giou_3: 0.3097 loss_ce_4: 0.2224 loss_bbox_4: 0.1596 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:18] d2.utils.events INFO: eta: 5:15:04 iter: 382279 total_loss: 4.909 loss_ce: 0.2112 loss_bbox: 0.1501 loss_giou: 0.3185 loss_ce_0: 0.4437 loss_bbox_0: 0.2652 loss_giou_0: 0.4644 loss_ce_1: 0.3244 loss_bbox_1: 0.1808 loss_giou_1: 0.3645 loss_ce_2: 0.2703 loss_bbox_2: 0.1666 loss_giou_2: 0.3387 loss_ce_3: 0.2446 loss_bbox_3: 0.1574 loss_giou_3: 0.3281 loss_ce_4: 0.2211 loss_bbox_4: 0.1529 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:24] d2.utils.events INFO: eta: 5:15:14 iter: 382299 total_loss: 5.034 loss_ce: 0.2272 loss_bbox: 0.157 loss_giou: 0.3076 loss_ce_0: 0.4424 loss_bbox_0: 0.2808 loss_giou_0: 0.5035 loss_ce_1: 0.3409 loss_bbox_1: 0.191 loss_giou_1: 0.3534 loss_ce_2: 0.2796 loss_bbox_2: 0.1786 loss_giou_2: 0.3202 loss_ce_3: 0.2519 loss_bbox_3: 0.1651 loss_giou_3: 0.3153 loss_ce_4: 0.2334 loss_bbox_4: 0.1635 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:30] d2.utils.events INFO: eta: 5:15:03 iter: 382319 total_loss: 5.255 loss_ce: 0.2322 loss_bbox: 0.1579 loss_giou: 0.3163 loss_ce_0: 0.4574 loss_bbox_0: 0.2797 loss_giou_0: 0.4841 loss_ce_1: 0.3662 loss_bbox_1: 0.1843 loss_giou_1: 0.3593 loss_ce_2: 0.2997 loss_bbox_2: 0.1745 loss_giou_2: 0.3342 loss_ce_3: 0.2501 loss_bbox_3: 0.1671 loss_giou_3: 0.3255 loss_ce_4: 0.2409 loss_bbox_4: 0.1613 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:35] d2.utils.events INFO: eta: 5:15:01 iter: 382339 total_loss: 4.912 loss_ce: 0.1999 loss_bbox: 0.1618 loss_giou: 0.2922 loss_ce_0: 0.4341 loss_bbox_0: 0.2718 loss_giou_0: 0.4505 loss_ce_1: 0.3205 loss_bbox_1: 0.1826 loss_giou_1: 0.3393 loss_ce_2: 0.2539 loss_bbox_2: 0.1702 loss_giou_2: 0.306 loss_ce_3: 0.2193 loss_bbox_3: 0.17 loss_giou_3: 0.3001 loss_ce_4: 0.205 loss_bbox_4: 0.1672 loss_giou_4: 0.2913 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:41] d2.utils.events INFO: eta: 5:15:01 iter: 382359 total_loss: 4.808 loss_ce: 0.2064 loss_bbox: 0.1573 loss_giou: 0.2983 loss_ce_0: 0.4415 loss_bbox_0: 0.2694 loss_giou_0: 0.4804 loss_ce_1: 0.3257 loss_bbox_1: 0.1803 loss_giou_1: 0.3462 loss_ce_2: 0.2667 loss_bbox_2: 0.1685 loss_giou_2: 0.3223 loss_ce_3: 0.2364 loss_bbox_3: 0.163 loss_giou_3: 0.3137 loss_ce_4: 0.2133 loss_bbox_4: 0.1563 loss_giou_4: 0.3038 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:47] d2.utils.events INFO: eta: 5:14:54 iter: 382379 total_loss: 4.728 loss_ce: 0.2001 loss_bbox: 0.1534 loss_giou: 0.2987 loss_ce_0: 0.4234 loss_bbox_0: 0.2641 loss_giou_0: 0.4695 loss_ce_1: 0.3098 loss_bbox_1: 0.1868 loss_giou_1: 0.3454 loss_ce_2: 0.2485 loss_bbox_2: 0.1699 loss_giou_2: 0.3185 loss_ce_3: 0.2183 loss_bbox_3: 0.1606 loss_giou_3: 0.3025 loss_ce_4: 0.2071 loss_bbox_4: 0.1557 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:52] d2.utils.events INFO: eta: 5:14:55 iter: 382399 total_loss: 4.764 loss_ce: 0.207 loss_bbox: 0.1492 loss_giou: 0.3113 loss_ce_0: 0.4249 loss_bbox_0: 0.2496 loss_giou_0: 0.4771 loss_ce_1: 0.3077 loss_bbox_1: 0.1771 loss_giou_1: 0.3539 loss_ce_2: 0.247 loss_bbox_2: 0.1666 loss_giou_2: 0.3271 loss_ce_3: 0.2137 loss_bbox_3: 0.1555 loss_giou_3: 0.3147 loss_ce_4: 0.2121 loss_bbox_4: 0.1503 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:26:58] d2.utils.events INFO: eta: 5:15:02 iter: 382419 total_loss: 4.666 loss_ce: 0.1882 loss_bbox: 0.1525 loss_giou: 0.3003 loss_ce_0: 0.4216 loss_bbox_0: 0.2631 loss_giou_0: 0.4533 loss_ce_1: 0.3122 loss_bbox_1: 0.1862 loss_giou_1: 0.3414 loss_ce_2: 0.2509 loss_bbox_2: 0.1644 loss_giou_2: 0.3103 loss_ce_3: 0.227 loss_bbox_3: 0.1587 loss_giou_3: 0.312 loss_ce_4: 0.2045 loss_bbox_4: 0.1542 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:04] d2.utils.events INFO: eta: 5:14:58 iter: 382439 total_loss: 5.148 loss_ce: 0.2322 loss_bbox: 0.1526 loss_giou: 0.3217 loss_ce_0: 0.439 loss_bbox_0: 0.2701 loss_giou_0: 0.5267 loss_ce_1: 0.3369 loss_bbox_1: 0.1833 loss_giou_1: 0.3838 loss_ce_2: 0.2724 loss_bbox_2: 0.1683 loss_giou_2: 0.3528 loss_ce_3: 0.244 loss_bbox_3: 0.1597 loss_giou_3: 0.3357 loss_ce_4: 0.2376 loss_bbox_4: 0.1571 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:09] d2.utils.events INFO: eta: 5:14:53 iter: 382459 total_loss: 5.017 loss_ce: 0.221 loss_bbox: 0.1602 loss_giou: 0.3088 loss_ce_0: 0.4528 loss_bbox_0: 0.2665 loss_giou_0: 0.4727 loss_ce_1: 0.3273 loss_bbox_1: 0.1884 loss_giou_1: 0.3561 loss_ce_2: 0.2596 loss_bbox_2: 0.1779 loss_giou_2: 0.3295 loss_ce_3: 0.239 loss_bbox_3: 0.17 loss_giou_3: 0.3237 loss_ce_4: 0.2286 loss_bbox_4: 0.1684 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:15] d2.utils.events INFO: eta: 5:14:50 iter: 382479 total_loss: 5.085 loss_ce: 0.2188 loss_bbox: 0.1604 loss_giou: 0.3161 loss_ce_0: 0.4384 loss_bbox_0: 0.2744 loss_giou_0: 0.4669 loss_ce_1: 0.3319 loss_bbox_1: 0.1892 loss_giou_1: 0.3583 loss_ce_2: 0.278 loss_bbox_2: 0.1778 loss_giou_2: 0.3337 loss_ce_3: 0.2338 loss_bbox_3: 0.1651 loss_giou_3: 0.3238 loss_ce_4: 0.2263 loss_bbox_4: 0.165 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:21] d2.utils.events INFO: eta: 5:14:43 iter: 382499 total_loss: 4.574 loss_ce: 0.1994 loss_bbox: 0.1425 loss_giou: 0.283 loss_ce_0: 0.4221 loss_bbox_0: 0.2616 loss_giou_0: 0.4442 loss_ce_1: 0.2997 loss_bbox_1: 0.177 loss_giou_1: 0.3246 loss_ce_2: 0.2534 loss_bbox_2: 0.1619 loss_giou_2: 0.2995 loss_ce_3: 0.2225 loss_bbox_3: 0.149 loss_giou_3: 0.2906 loss_ce_4: 0.1981 loss_bbox_4: 0.1541 loss_giou_4: 0.287 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:26] d2.utils.events INFO: eta: 5:14:37 iter: 382519 total_loss: 4.757 loss_ce: 0.2108 loss_bbox: 0.1591 loss_giou: 0.2864 loss_ce_0: 0.4388 loss_bbox_0: 0.276 loss_giou_0: 0.4432 loss_ce_1: 0.3146 loss_bbox_1: 0.1873 loss_giou_1: 0.3338 loss_ce_2: 0.262 loss_bbox_2: 0.1719 loss_giou_2: 0.3037 loss_ce_3: 0.2232 loss_bbox_3: 0.1664 loss_giou_3: 0.3003 loss_ce_4: 0.2158 loss_bbox_4: 0.164 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:32] d2.utils.events INFO: eta: 5:14:32 iter: 382539 total_loss: 4.863 loss_ce: 0.2171 loss_bbox: 0.1531 loss_giou: 0.3019 loss_ce_0: 0.4415 loss_bbox_0: 0.2582 loss_giou_0: 0.4654 loss_ce_1: 0.3305 loss_bbox_1: 0.1818 loss_giou_1: 0.3486 loss_ce_2: 0.262 loss_bbox_2: 0.1616 loss_giou_2: 0.3231 loss_ce_3: 0.2314 loss_bbox_3: 0.1581 loss_giou_3: 0.3109 loss_ce_4: 0.2188 loss_bbox_4: 0.1548 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:38] d2.utils.events INFO: eta: 5:14:26 iter: 382559 total_loss: 5.3 loss_ce: 0.2251 loss_bbox: 0.1716 loss_giou: 0.3195 loss_ce_0: 0.4509 loss_bbox_0: 0.2874 loss_giou_0: 0.4781 loss_ce_1: 0.339 loss_bbox_1: 0.2018 loss_giou_1: 0.3657 loss_ce_2: 0.278 loss_bbox_2: 0.1874 loss_giou_2: 0.3339 loss_ce_3: 0.2462 loss_bbox_3: 0.1797 loss_giou_3: 0.3273 loss_ce_4: 0.2299 loss_bbox_4: 0.1735 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:43] d2.utils.events INFO: eta: 5:14:22 iter: 382579 total_loss: 4.947 loss_ce: 0.204 loss_bbox: 0.1554 loss_giou: 0.3113 loss_ce_0: 0.424 loss_bbox_0: 0.2759 loss_giou_0: 0.4681 loss_ce_1: 0.3107 loss_bbox_1: 0.1884 loss_giou_1: 0.3512 loss_ce_2: 0.238 loss_bbox_2: 0.1664 loss_giou_2: 0.327 loss_ce_3: 0.2162 loss_bbox_3: 0.159 loss_giou_3: 0.3166 loss_ce_4: 0.2065 loss_bbox_4: 0.1582 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:49] d2.utils.events INFO: eta: 5:14:15 iter: 382599 total_loss: 4.541 loss_ce: 0.207 loss_bbox: 0.1632 loss_giou: 0.289 loss_ce_0: 0.4277 loss_bbox_0: 0.2748 loss_giou_0: 0.437 loss_ce_1: 0.3012 loss_bbox_1: 0.1826 loss_giou_1: 0.3261 loss_ce_2: 0.2498 loss_bbox_2: 0.1689 loss_giou_2: 0.3062 loss_ce_3: 0.2175 loss_bbox_3: 0.167 loss_giou_3: 0.2931 loss_ce_4: 0.2014 loss_bbox_4: 0.1573 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 20:27:55] d2.utils.events INFO: eta: 5:14:09 iter: 382619 total_loss: 4.91 loss_ce: 0.2117 loss_bbox: 0.1404 loss_giou: 0.3054 loss_ce_0: 0.4472 loss_bbox_0: 0.2427 loss_giou_0: 0.47 loss_ce_1: 0.3269 loss_bbox_1: 0.1687 loss_giou_1: 0.3486 loss_ce_2: 0.2672 loss_bbox_2: 0.1539 loss_giou_2: 0.325 loss_ce_3: 0.2308 loss_bbox_3: 0.1451 loss_giou_3: 0.3104 loss_ce_4: 0.2134 loss_bbox_4: 0.1442 loss_giou_4: 0.3104 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:00] d2.utils.events INFO: eta: 5:14:02 iter: 382639 total_loss: 4.957 loss_ce: 0.2217 loss_bbox: 0.1656 loss_giou: 0.3186 loss_ce_0: 0.4519 loss_bbox_0: 0.2738 loss_giou_0: 0.4988 loss_ce_1: 0.3431 loss_bbox_1: 0.1954 loss_giou_1: 0.3673 loss_ce_2: 0.2857 loss_bbox_2: 0.1792 loss_giou_2: 0.3406 loss_ce_3: 0.2381 loss_bbox_3: 0.1729 loss_giou_3: 0.3282 loss_ce_4: 0.2222 loss_bbox_4: 0.1693 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:06] d2.utils.events INFO: eta: 5:14:03 iter: 382659 total_loss: 4.753 loss_ce: 0.2091 loss_bbox: 0.142 loss_giou: 0.3023 loss_ce_0: 0.4192 loss_bbox_0: 0.2596 loss_giou_0: 0.4826 loss_ce_1: 0.3091 loss_bbox_1: 0.1766 loss_giou_1: 0.3495 loss_ce_2: 0.2614 loss_bbox_2: 0.1577 loss_giou_2: 0.3289 loss_ce_3: 0.2277 loss_bbox_3: 0.1507 loss_giou_3: 0.3131 loss_ce_4: 0.2124 loss_bbox_4: 0.1459 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:12] d2.utils.events INFO: eta: 5:13:54 iter: 382679 total_loss: 4.951 loss_ce: 0.2181 loss_bbox: 0.1615 loss_giou: 0.3071 loss_ce_0: 0.4471 loss_bbox_0: 0.2764 loss_giou_0: 0.4666 loss_ce_1: 0.3289 loss_bbox_1: 0.2002 loss_giou_1: 0.3448 loss_ce_2: 0.2567 loss_bbox_2: 0.1732 loss_giou_2: 0.3215 loss_ce_3: 0.2372 loss_bbox_3: 0.1662 loss_giou_3: 0.31 loss_ce_4: 0.2256 loss_bbox_4: 0.1649 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:17] d2.utils.events INFO: eta: 5:13:49 iter: 382699 total_loss: 4.895 loss_ce: 0.2008 loss_bbox: 0.1516 loss_giou: 0.303 loss_ce_0: 0.4179 loss_bbox_0: 0.269 loss_giou_0: 0.4597 loss_ce_1: 0.3028 loss_bbox_1: 0.1837 loss_giou_1: 0.3453 loss_ce_2: 0.2413 loss_bbox_2: 0.163 loss_giou_2: 0.3241 loss_ce_3: 0.2152 loss_bbox_3: 0.1613 loss_giou_3: 0.312 loss_ce_4: 0.2018 loss_bbox_4: 0.1529 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:23] d2.utils.events INFO: eta: 5:13:37 iter: 382719 total_loss: 4.889 loss_ce: 0.2171 loss_bbox: 0.1673 loss_giou: 0.2916 loss_ce_0: 0.4232 loss_bbox_0: 0.2754 loss_giou_0: 0.4799 loss_ce_1: 0.3165 loss_bbox_1: 0.1918 loss_giou_1: 0.3552 loss_ce_2: 0.2563 loss_bbox_2: 0.181 loss_giou_2: 0.3134 loss_ce_3: 0.2265 loss_bbox_3: 0.1744 loss_giou_3: 0.3036 loss_ce_4: 0.2148 loss_bbox_4: 0.1696 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:29] d2.utils.events INFO: eta: 5:13:28 iter: 382739 total_loss: 4.898 loss_ce: 0.2119 loss_bbox: 0.1576 loss_giou: 0.2924 loss_ce_0: 0.4306 loss_bbox_0: 0.2703 loss_giou_0: 0.46 loss_ce_1: 0.3136 loss_bbox_1: 0.1952 loss_giou_1: 0.3441 loss_ce_2: 0.2533 loss_bbox_2: 0.1689 loss_giou_2: 0.3162 loss_ce_3: 0.2315 loss_bbox_3: 0.1621 loss_giou_3: 0.3033 loss_ce_4: 0.2158 loss_bbox_4: 0.1635 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:34] d2.utils.events INFO: eta: 5:13:31 iter: 382759 total_loss: 4.997 loss_ce: 0.223 loss_bbox: 0.1468 loss_giou: 0.3099 loss_ce_0: 0.4175 loss_bbox_0: 0.2525 loss_giou_0: 0.4827 loss_ce_1: 0.3073 loss_bbox_1: 0.178 loss_giou_1: 0.3542 loss_ce_2: 0.2581 loss_bbox_2: 0.161 loss_giou_2: 0.3296 loss_ce_3: 0.2311 loss_bbox_3: 0.1514 loss_giou_3: 0.318 loss_ce_4: 0.2235 loss_bbox_4: 0.1503 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:40] d2.utils.events INFO: eta: 5:13:31 iter: 382779 total_loss: 5 loss_ce: 0.2127 loss_bbox: 0.167 loss_giou: 0.3199 loss_ce_0: 0.4441 loss_bbox_0: 0.2737 loss_giou_0: 0.491 loss_ce_1: 0.34 loss_bbox_1: 0.1925 loss_giou_1: 0.3604 loss_ce_2: 0.265 loss_bbox_2: 0.1759 loss_giou_2: 0.3389 loss_ce_3: 0.2436 loss_bbox_3: 0.1726 loss_giou_3: 0.3269 loss_ce_4: 0.2175 loss_bbox_4: 0.1694 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:46] d2.utils.events INFO: eta: 5:13:24 iter: 382799 total_loss: 4.874 loss_ce: 0.2045 loss_bbox: 0.1561 loss_giou: 0.3169 loss_ce_0: 0.4273 loss_bbox_0: 0.2553 loss_giou_0: 0.4814 loss_ce_1: 0.3161 loss_bbox_1: 0.1833 loss_giou_1: 0.3645 loss_ce_2: 0.2577 loss_bbox_2: 0.1642 loss_giou_2: 0.3405 loss_ce_3: 0.2285 loss_bbox_3: 0.1569 loss_giou_3: 0.3257 loss_ce_4: 0.2128 loss_bbox_4: 0.157 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:51] d2.utils.events INFO: eta: 5:13:15 iter: 382819 total_loss: 4.828 loss_ce: 0.2026 loss_bbox: 0.1622 loss_giou: 0.2978 loss_ce_0: 0.4215 loss_bbox_0: 0.276 loss_giou_0: 0.4623 loss_ce_1: 0.3097 loss_bbox_1: 0.191 loss_giou_1: 0.3417 loss_ce_2: 0.2486 loss_bbox_2: 0.1715 loss_giou_2: 0.3126 loss_ce_3: 0.2156 loss_bbox_3: 0.168 loss_giou_3: 0.3065 loss_ce_4: 0.2095 loss_bbox_4: 0.1674 loss_giou_4: 0.302 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 20:28:57] d2.utils.events INFO: eta: 5:13:09 iter: 382839 total_loss: 4.917 loss_ce: 0.2132 loss_bbox: 0.1614 loss_giou: 0.2884 loss_ce_0: 0.4311 loss_bbox_0: 0.2695 loss_giou_0: 0.4501 loss_ce_1: 0.3281 loss_bbox_1: 0.1806 loss_giou_1: 0.3334 loss_ce_2: 0.2628 loss_bbox_2: 0.169 loss_giou_2: 0.3053 loss_ce_3: 0.2342 loss_bbox_3: 0.1665 loss_giou_3: 0.3018 loss_ce_4: 0.2211 loss_bbox_4: 0.1615 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:02] d2.utils.events INFO: eta: 5:13:02 iter: 382859 total_loss: 4.712 loss_ce: 0.1897 loss_bbox: 0.1665 loss_giou: 0.3054 loss_ce_0: 0.4184 loss_bbox_0: 0.2835 loss_giou_0: 0.4646 loss_ce_1: 0.3054 loss_bbox_1: 0.2001 loss_giou_1: 0.3494 loss_ce_2: 0.2443 loss_bbox_2: 0.1794 loss_giou_2: 0.3255 loss_ce_3: 0.2106 loss_bbox_3: 0.1734 loss_giou_3: 0.3138 loss_ce_4: 0.2017 loss_bbox_4: 0.1682 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:08] d2.utils.events INFO: eta: 5:13:03 iter: 382879 total_loss: 4.987 loss_ce: 0.2047 loss_bbox: 0.1569 loss_giou: 0.3096 loss_ce_0: 0.4348 loss_bbox_0: 0.2624 loss_giou_0: 0.4642 loss_ce_1: 0.3249 loss_bbox_1: 0.1885 loss_giou_1: 0.3547 loss_ce_2: 0.2573 loss_bbox_2: 0.1807 loss_giou_2: 0.3334 loss_ce_3: 0.2259 loss_bbox_3: 0.1642 loss_giou_3: 0.3236 loss_ce_4: 0.2121 loss_bbox_4: 0.1594 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0175 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:14] d2.utils.events INFO: eta: 5:12:59 iter: 382899 total_loss: 4.604 loss_ce: 0.1851 loss_bbox: 0.1584 loss_giou: 0.2939 loss_ce_0: 0.4248 loss_bbox_0: 0.275 loss_giou_0: 0.4603 loss_ce_1: 0.2976 loss_bbox_1: 0.1845 loss_giou_1: 0.3371 loss_ce_2: 0.2342 loss_bbox_2: 0.1703 loss_giou_2: 0.3057 loss_ce_3: 0.2018 loss_bbox_3: 0.1636 loss_giou_3: 0.2944 loss_ce_4: 0.1888 loss_bbox_4: 0.158 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:20] d2.utils.events INFO: eta: 5:12:55 iter: 382919 total_loss: 4.63 loss_ce: 0.1982 loss_bbox: 0.1563 loss_giou: 0.2698 loss_ce_0: 0.4175 loss_bbox_0: 0.2617 loss_giou_0: 0.4337 loss_ce_1: 0.3089 loss_bbox_1: 0.1873 loss_giou_1: 0.3121 loss_ce_2: 0.2412 loss_bbox_2: 0.1681 loss_giou_2: 0.2857 loss_ce_3: 0.2208 loss_bbox_3: 0.1688 loss_giou_3: 0.2823 loss_ce_4: 0.1972 loss_bbox_4: 0.16 loss_giou_4: 0.2743 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:25] d2.utils.events INFO: eta: 5:12:48 iter: 382939 total_loss: 4.671 loss_ce: 0.2104 loss_bbox: 0.1395 loss_giou: 0.3083 loss_ce_0: 0.4414 loss_bbox_0: 0.2424 loss_giou_0: 0.471 loss_ce_1: 0.3187 loss_bbox_1: 0.1671 loss_giou_1: 0.3483 loss_ce_2: 0.2489 loss_bbox_2: 0.1461 loss_giou_2: 0.3203 loss_ce_3: 0.2306 loss_bbox_3: 0.1421 loss_giou_3: 0.3096 loss_ce_4: 0.2227 loss_bbox_4: 0.1414 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:31] d2.utils.events INFO: eta: 5:12:39 iter: 382959 total_loss: 5.024 loss_ce: 0.2312 loss_bbox: 0.1489 loss_giou: 0.3133 loss_ce_0: 0.4392 loss_bbox_0: 0.2581 loss_giou_0: 0.4726 loss_ce_1: 0.3332 loss_bbox_1: 0.1759 loss_giou_1: 0.3604 loss_ce_2: 0.2844 loss_bbox_2: 0.1612 loss_giou_2: 0.3298 loss_ce_3: 0.246 loss_bbox_3: 0.1578 loss_giou_3: 0.3197 loss_ce_4: 0.2369 loss_bbox_4: 0.1524 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:36] d2.utils.events INFO: eta: 5:12:39 iter: 382979 total_loss: 4.949 loss_ce: 0.2083 loss_bbox: 0.1559 loss_giou: 0.3118 loss_ce_0: 0.4452 loss_bbox_0: 0.2618 loss_giou_0: 0.4718 loss_ce_1: 0.3262 loss_bbox_1: 0.1793 loss_giou_1: 0.3539 loss_ce_2: 0.2666 loss_bbox_2: 0.1637 loss_giou_2: 0.3262 loss_ce_3: 0.2393 loss_bbox_3: 0.1591 loss_giou_3: 0.3166 loss_ce_4: 0.2144 loss_bbox_4: 0.1566 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:42] d2.utils.events INFO: eta: 5:12:32 iter: 382999 total_loss: 4.926 loss_ce: 0.2291 loss_bbox: 0.1621 loss_giou: 0.3174 loss_ce_0: 0.4414 loss_bbox_0: 0.2701 loss_giou_0: 0.4908 loss_ce_1: 0.342 loss_bbox_1: 0.1917 loss_giou_1: 0.3646 loss_ce_2: 0.2708 loss_bbox_2: 0.175 loss_giou_2: 0.3342 loss_ce_3: 0.2409 loss_bbox_3: 0.1669 loss_giou_3: 0.3224 loss_ce_4: 0.2327 loss_bbox_4: 0.1644 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:48] d2.utils.events INFO: eta: 5:12:27 iter: 383019 total_loss: 4.688 loss_ce: 0.2055 loss_bbox: 0.1445 loss_giou: 0.2917 loss_ce_0: 0.4324 loss_bbox_0: 0.2582 loss_giou_0: 0.4524 loss_ce_1: 0.3104 loss_bbox_1: 0.1755 loss_giou_1: 0.3333 loss_ce_2: 0.2484 loss_bbox_2: 0.1625 loss_giou_2: 0.3065 loss_ce_3: 0.2257 loss_bbox_3: 0.1579 loss_giou_3: 0.3018 loss_ce_4: 0.2088 loss_bbox_4: 0.1497 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:53] d2.utils.events INFO: eta: 5:12:19 iter: 383039 total_loss: 4.672 loss_ce: 0.2087 loss_bbox: 0.1418 loss_giou: 0.2995 loss_ce_0: 0.4322 loss_bbox_0: 0.2463 loss_giou_0: 0.4593 loss_ce_1: 0.3219 loss_bbox_1: 0.1751 loss_giou_1: 0.3455 loss_ce_2: 0.2677 loss_bbox_2: 0.1544 loss_giou_2: 0.3218 loss_ce_3: 0.232 loss_bbox_3: 0.1466 loss_giou_3: 0.3074 loss_ce_4: 0.2141 loss_bbox_4: 0.1457 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 20:29:59] d2.utils.events INFO: eta: 5:12:13 iter: 383059 total_loss: 4.811 loss_ce: 0.197 loss_bbox: 0.1551 loss_giou: 0.3072 loss_ce_0: 0.4195 loss_bbox_0: 0.2577 loss_giou_0: 0.4837 loss_ce_1: 0.3176 loss_bbox_1: 0.1796 loss_giou_1: 0.3592 loss_ce_2: 0.2504 loss_bbox_2: 0.1643 loss_giou_2: 0.3254 loss_ce_3: 0.2193 loss_bbox_3: 0.1604 loss_giou_3: 0.3199 loss_ce_4: 0.21 loss_bbox_4: 0.1572 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:05] d2.utils.events INFO: eta: 5:12:06 iter: 383079 total_loss: 4.705 loss_ce: 0.2029 loss_bbox: 0.1566 loss_giou: 0.281 loss_ce_0: 0.4438 loss_bbox_0: 0.2623 loss_giou_0: 0.4412 loss_ce_1: 0.3343 loss_bbox_1: 0.1752 loss_giou_1: 0.3292 loss_ce_2: 0.2718 loss_bbox_2: 0.163 loss_giou_2: 0.3039 loss_ce_3: 0.2373 loss_bbox_3: 0.1578 loss_giou_3: 0.2869 loss_ce_4: 0.2108 loss_bbox_4: 0.1579 loss_giou_4: 0.2861 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:10] d2.utils.events INFO: eta: 5:12:02 iter: 383099 total_loss: 4.816 loss_ce: 0.21 loss_bbox: 0.1562 loss_giou: 0.3149 loss_ce_0: 0.4317 loss_bbox_0: 0.2713 loss_giou_0: 0.4992 loss_ce_1: 0.3187 loss_bbox_1: 0.1868 loss_giou_1: 0.3571 loss_ce_2: 0.2574 loss_bbox_2: 0.1743 loss_giou_2: 0.3344 loss_ce_3: 0.2205 loss_bbox_3: 0.1605 loss_giou_3: 0.3208 loss_ce_4: 0.2111 loss_bbox_4: 0.1591 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:16] d2.utils.events INFO: eta: 5:11:56 iter: 383119 total_loss: 4.934 loss_ce: 0.2155 loss_bbox: 0.1642 loss_giou: 0.2886 loss_ce_0: 0.4381 loss_bbox_0: 0.2783 loss_giou_0: 0.4412 loss_ce_1: 0.3288 loss_bbox_1: 0.1981 loss_giou_1: 0.3276 loss_ce_2: 0.2798 loss_bbox_2: 0.1774 loss_giou_2: 0.308 loss_ce_3: 0.2276 loss_bbox_3: 0.1751 loss_giou_3: 0.3013 loss_ce_4: 0.224 loss_bbox_4: 0.1676 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:22] d2.utils.events INFO: eta: 5:11:52 iter: 383139 total_loss: 4.976 loss_ce: 0.2064 loss_bbox: 0.161 loss_giou: 0.3146 loss_ce_0: 0.432 loss_bbox_0: 0.2582 loss_giou_0: 0.4612 loss_ce_1: 0.3111 loss_bbox_1: 0.183 loss_giou_1: 0.3549 loss_ce_2: 0.2629 loss_bbox_2: 0.1701 loss_giou_2: 0.3292 loss_ce_3: 0.2322 loss_bbox_3: 0.1619 loss_giou_3: 0.3246 loss_ce_4: 0.2098 loss_bbox_4: 0.1604 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:27] d2.utils.events INFO: eta: 5:11:47 iter: 383159 total_loss: 4.722 loss_ce: 0.2023 loss_bbox: 0.1594 loss_giou: 0.2909 loss_ce_0: 0.4073 loss_bbox_0: 0.2799 loss_giou_0: 0.4456 loss_ce_1: 0.3014 loss_bbox_1: 0.1904 loss_giou_1: 0.3413 loss_ce_2: 0.2365 loss_bbox_2: 0.1749 loss_giou_2: 0.3116 loss_ce_3: 0.2207 loss_bbox_3: 0.1677 loss_giou_3: 0.3021 loss_ce_4: 0.2059 loss_bbox_4: 0.1634 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:33] d2.utils.events INFO: eta: 5:11:41 iter: 383179 total_loss: 4.548 loss_ce: 0.203 loss_bbox: 0.1603 loss_giou: 0.2766 loss_ce_0: 0.4234 loss_bbox_0: 0.2649 loss_giou_0: 0.4212 loss_ce_1: 0.3028 loss_bbox_1: 0.193 loss_giou_1: 0.3183 loss_ce_2: 0.2469 loss_bbox_2: 0.1743 loss_giou_2: 0.2982 loss_ce_3: 0.2185 loss_bbox_3: 0.1699 loss_giou_3: 0.2874 loss_ce_4: 0.2085 loss_bbox_4: 0.163 loss_giou_4: 0.2801 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:39] d2.utils.events INFO: eta: 5:11:36 iter: 383199 total_loss: 4.95 loss_ce: 0.2172 loss_bbox: 0.1578 loss_giou: 0.3167 loss_ce_0: 0.4348 loss_bbox_0: 0.2543 loss_giou_0: 0.4616 loss_ce_1: 0.3226 loss_bbox_1: 0.179 loss_giou_1: 0.351 loss_ce_2: 0.266 loss_bbox_2: 0.1691 loss_giou_2: 0.3266 loss_ce_3: 0.24 loss_bbox_3: 0.1622 loss_giou_3: 0.3126 loss_ce_4: 0.2175 loss_bbox_4: 0.1588 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:44] d2.utils.events INFO: eta: 5:11:38 iter: 383219 total_loss: 4.87 loss_ce: 0.2072 loss_bbox: 0.1591 loss_giou: 0.3219 loss_ce_0: 0.4453 loss_bbox_0: 0.2689 loss_giou_0: 0.4618 loss_ce_1: 0.313 loss_bbox_1: 0.1865 loss_giou_1: 0.3652 loss_ce_2: 0.2602 loss_bbox_2: 0.1703 loss_giou_2: 0.332 loss_ce_3: 0.2172 loss_bbox_3: 0.1652 loss_giou_3: 0.3262 loss_ce_4: 0.21 loss_bbox_4: 0.1627 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:50] d2.utils.events INFO: eta: 5:11:30 iter: 383239 total_loss: 5.006 loss_ce: 0.218 loss_bbox: 0.1594 loss_giou: 0.3116 loss_ce_0: 0.4462 loss_bbox_0: 0.2766 loss_giou_0: 0.4861 loss_ce_1: 0.3344 loss_bbox_1: 0.1902 loss_giou_1: 0.3608 loss_ce_2: 0.2685 loss_bbox_2: 0.1758 loss_giou_2: 0.3322 loss_ce_3: 0.2344 loss_bbox_3: 0.1689 loss_giou_3: 0.3244 loss_ce_4: 0.2211 loss_bbox_4: 0.1626 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 20:30:56] d2.utils.events INFO: eta: 5:11:25 iter: 383259 total_loss: 4.866 loss_ce: 0.2068 loss_bbox: 0.1484 loss_giou: 0.3137 loss_ce_0: 0.4477 loss_bbox_0: 0.2538 loss_giou_0: 0.4827 loss_ce_1: 0.3176 loss_bbox_1: 0.1751 loss_giou_1: 0.3591 loss_ce_2: 0.253 loss_bbox_2: 0.1573 loss_giou_2: 0.3352 loss_ce_3: 0.225 loss_bbox_3: 0.153 loss_giou_3: 0.321 loss_ce_4: 0.214 loss_bbox_4: 0.1535 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:01] d2.utils.events INFO: eta: 5:11:24 iter: 383279 total_loss: 4.764 loss_ce: 0.1953 loss_bbox: 0.1558 loss_giou: 0.3041 loss_ce_0: 0.4349 loss_bbox_0: 0.2593 loss_giou_0: 0.4608 loss_ce_1: 0.3195 loss_bbox_1: 0.1906 loss_giou_1: 0.3496 loss_ce_2: 0.2466 loss_bbox_2: 0.1662 loss_giou_2: 0.3228 loss_ce_3: 0.2292 loss_bbox_3: 0.1597 loss_giou_3: 0.3102 loss_ce_4: 0.2114 loss_bbox_4: 0.1565 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:07] d2.utils.events INFO: eta: 5:11:13 iter: 383299 total_loss: 4.701 loss_ce: 0.1969 loss_bbox: 0.1526 loss_giou: 0.2866 loss_ce_0: 0.442 loss_bbox_0: 0.2623 loss_giou_0: 0.4534 loss_ce_1: 0.3114 loss_bbox_1: 0.1782 loss_giou_1: 0.3366 loss_ce_2: 0.2473 loss_bbox_2: 0.1646 loss_giou_2: 0.3099 loss_ce_3: 0.2113 loss_bbox_3: 0.1616 loss_giou_3: 0.3012 loss_ce_4: 0.2039 loss_bbox_4: 0.1549 loss_giou_4: 0.292 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:13] d2.utils.events INFO: eta: 5:11:12 iter: 383319 total_loss: 4.774 loss_ce: 0.2089 loss_bbox: 0.142 loss_giou: 0.2979 loss_ce_0: 0.4304 loss_bbox_0: 0.2466 loss_giou_0: 0.4643 loss_ce_1: 0.321 loss_bbox_1: 0.1683 loss_giou_1: 0.3363 loss_ce_2: 0.2581 loss_bbox_2: 0.1555 loss_giou_2: 0.3106 loss_ce_3: 0.2263 loss_bbox_3: 0.1509 loss_giou_3: 0.3133 loss_ce_4: 0.2119 loss_bbox_4: 0.1425 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:18] d2.utils.events INFO: eta: 5:11:06 iter: 383339 total_loss: 4.893 loss_ce: 0.2115 loss_bbox: 0.1552 loss_giou: 0.3107 loss_ce_0: 0.431 loss_bbox_0: 0.2814 loss_giou_0: 0.4938 loss_ce_1: 0.3194 loss_bbox_1: 0.2008 loss_giou_1: 0.3535 loss_ce_2: 0.263 loss_bbox_2: 0.1706 loss_giou_2: 0.3311 loss_ce_3: 0.2248 loss_bbox_3: 0.1627 loss_giou_3: 0.3203 loss_ce_4: 0.2117 loss_bbox_4: 0.1595 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:24] d2.utils.events INFO: eta: 5:10:57 iter: 383359 total_loss: 4.766 loss_ce: 0.2108 loss_bbox: 0.163 loss_giou: 0.2863 loss_ce_0: 0.4274 loss_bbox_0: 0.2769 loss_giou_0: 0.4697 loss_ce_1: 0.3142 loss_bbox_1: 0.1877 loss_giou_1: 0.3324 loss_ce_2: 0.2585 loss_bbox_2: 0.1725 loss_giou_2: 0.3067 loss_ce_3: 0.2272 loss_bbox_3: 0.1682 loss_giou_3: 0.2913 loss_ce_4: 0.2091 loss_bbox_4: 0.1656 loss_giou_4: 0.2895 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:30] d2.utils.events INFO: eta: 5:10:46 iter: 383379 total_loss: 4.542 loss_ce: 0.2047 loss_bbox: 0.1401 loss_giou: 0.2779 loss_ce_0: 0.4282 loss_bbox_0: 0.2541 loss_giou_0: 0.4601 loss_ce_1: 0.3192 loss_bbox_1: 0.1651 loss_giou_1: 0.3236 loss_ce_2: 0.2658 loss_bbox_2: 0.1519 loss_giou_2: 0.3007 loss_ce_3: 0.2281 loss_bbox_3: 0.1523 loss_giou_3: 0.289 loss_ce_4: 0.2048 loss_bbox_4: 0.1427 loss_giou_4: 0.2846 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:35] d2.utils.events INFO: eta: 5:10:40 iter: 383399 total_loss: 4.573 loss_ce: 0.1979 loss_bbox: 0.1451 loss_giou: 0.2904 loss_ce_0: 0.4318 loss_bbox_0: 0.268 loss_giou_0: 0.4612 loss_ce_1: 0.3193 loss_bbox_1: 0.1748 loss_giou_1: 0.3321 loss_ce_2: 0.2416 loss_bbox_2: 0.1572 loss_giou_2: 0.2973 loss_ce_3: 0.2149 loss_bbox_3: 0.1555 loss_giou_3: 0.2962 loss_ce_4: 0.2012 loss_bbox_4: 0.1482 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:41] d2.utils.events INFO: eta: 5:10:35 iter: 383419 total_loss: 4.869 loss_ce: 0.2119 loss_bbox: 0.1588 loss_giou: 0.3036 loss_ce_0: 0.4435 loss_bbox_0: 0.2621 loss_giou_0: 0.4676 loss_ce_1: 0.3203 loss_bbox_1: 0.1833 loss_giou_1: 0.3505 loss_ce_2: 0.2569 loss_bbox_2: 0.1663 loss_giou_2: 0.3174 loss_ce_3: 0.2298 loss_bbox_3: 0.1615 loss_giou_3: 0.3069 loss_ce_4: 0.2158 loss_bbox_4: 0.1599 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:47] d2.utils.events INFO: eta: 5:10:33 iter: 383439 total_loss: 4.514 loss_ce: 0.1994 loss_bbox: 0.1499 loss_giou: 0.2815 loss_ce_0: 0.406 loss_bbox_0: 0.2542 loss_giou_0: 0.4474 loss_ce_1: 0.3009 loss_bbox_1: 0.1761 loss_giou_1: 0.333 loss_ce_2: 0.2467 loss_bbox_2: 0.1605 loss_giou_2: 0.3023 loss_ce_3: 0.2059 loss_bbox_3: 0.1566 loss_giou_3: 0.2938 loss_ce_4: 0.1971 loss_bbox_4: 0.1507 loss_giou_4: 0.2828 time: 0.2800 data_time: 0.0186 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:53] d2.utils.events INFO: eta: 5:10:26 iter: 383459 total_loss: 4.785 loss_ce: 0.2023 loss_bbox: 0.149 loss_giou: 0.3003 loss_ce_0: 0.4287 loss_bbox_0: 0.2594 loss_giou_0: 0.4701 loss_ce_1: 0.3268 loss_bbox_1: 0.1808 loss_giou_1: 0.3492 loss_ce_2: 0.2654 loss_bbox_2: 0.1623 loss_giou_2: 0.3219 loss_ce_3: 0.2348 loss_bbox_3: 0.1522 loss_giou_3: 0.307 loss_ce_4: 0.2148 loss_bbox_4: 0.1517 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 20:31:58] d2.utils.events INFO: eta: 5:10:22 iter: 383479 total_loss: 4.993 loss_ce: 0.2169 loss_bbox: 0.1625 loss_giou: 0.3166 loss_ce_0: 0.4359 loss_bbox_0: 0.2672 loss_giou_0: 0.4693 loss_ce_1: 0.3226 loss_bbox_1: 0.1881 loss_giou_1: 0.362 loss_ce_2: 0.2606 loss_bbox_2: 0.1764 loss_giou_2: 0.3348 loss_ce_3: 0.236 loss_bbox_3: 0.1678 loss_giou_3: 0.32 loss_ce_4: 0.2276 loss_bbox_4: 0.1646 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:04] d2.utils.events INFO: eta: 5:10:17 iter: 383499 total_loss: 4.697 loss_ce: 0.2063 loss_bbox: 0.1461 loss_giou: 0.2984 loss_ce_0: 0.4181 loss_bbox_0: 0.2555 loss_giou_0: 0.4649 loss_ce_1: 0.3083 loss_bbox_1: 0.1752 loss_giou_1: 0.346 loss_ce_2: 0.2483 loss_bbox_2: 0.1555 loss_giou_2: 0.3198 loss_ce_3: 0.2222 loss_bbox_3: 0.1544 loss_giou_3: 0.3103 loss_ce_4: 0.2043 loss_bbox_4: 0.1495 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:10] d2.utils.events INFO: eta: 5:10:13 iter: 383519 total_loss: 5.027 loss_ce: 0.2248 loss_bbox: 0.1585 loss_giou: 0.3283 loss_ce_0: 0.4318 loss_bbox_0: 0.2589 loss_giou_0: 0.5066 loss_ce_1: 0.3313 loss_bbox_1: 0.1814 loss_giou_1: 0.3712 loss_ce_2: 0.2681 loss_bbox_2: 0.1705 loss_giou_2: 0.3464 loss_ce_3: 0.2381 loss_bbox_3: 0.1634 loss_giou_3: 0.34 loss_ce_4: 0.2256 loss_bbox_4: 0.1579 loss_giou_4: 0.3321 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:15] d2.utils.events INFO: eta: 5:10:10 iter: 383539 total_loss: 4.7 loss_ce: 0.1928 loss_bbox: 0.1508 loss_giou: 0.3081 loss_ce_0: 0.422 loss_bbox_0: 0.2558 loss_giou_0: 0.4758 loss_ce_1: 0.3015 loss_bbox_1: 0.1755 loss_giou_1: 0.355 loss_ce_2: 0.2441 loss_bbox_2: 0.1647 loss_giou_2: 0.3237 loss_ce_3: 0.2011 loss_bbox_3: 0.1607 loss_giou_3: 0.3172 loss_ce_4: 0.1941 loss_bbox_4: 0.1543 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:21] d2.utils.events INFO: eta: 5:10:05 iter: 383559 total_loss: 4.826 loss_ce: 0.2136 loss_bbox: 0.1566 loss_giou: 0.2953 loss_ce_0: 0.431 loss_bbox_0: 0.2675 loss_giou_0: 0.4594 loss_ce_1: 0.3255 loss_bbox_1: 0.1846 loss_giou_1: 0.3439 loss_ce_2: 0.2534 loss_bbox_2: 0.1715 loss_giou_2: 0.3143 loss_ce_3: 0.2305 loss_bbox_3: 0.1646 loss_giou_3: 0.3016 loss_ce_4: 0.2133 loss_bbox_4: 0.1603 loss_giou_4: 0.2942 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:27] d2.utils.events INFO: eta: 5:09:59 iter: 383579 total_loss: 4.967 loss_ce: 0.226 loss_bbox: 0.1544 loss_giou: 0.2955 loss_ce_0: 0.4313 loss_bbox_0: 0.2595 loss_giou_0: 0.4653 loss_ce_1: 0.3463 loss_bbox_1: 0.1832 loss_giou_1: 0.3412 loss_ce_2: 0.2852 loss_bbox_2: 0.1675 loss_giou_2: 0.3183 loss_ce_3: 0.2481 loss_bbox_3: 0.1581 loss_giou_3: 0.306 loss_ce_4: 0.2323 loss_bbox_4: 0.1571 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:32] d2.utils.events INFO: eta: 5:09:54 iter: 383599 total_loss: 4.834 loss_ce: 0.2073 loss_bbox: 0.1638 loss_giou: 0.3047 loss_ce_0: 0.4199 loss_bbox_0: 0.2724 loss_giou_0: 0.468 loss_ce_1: 0.3161 loss_bbox_1: 0.196 loss_giou_1: 0.358 loss_ce_2: 0.2624 loss_bbox_2: 0.1773 loss_giou_2: 0.3151 loss_ce_3: 0.2213 loss_bbox_3: 0.1681 loss_giou_3: 0.3091 loss_ce_4: 0.2111 loss_bbox_4: 0.1664 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:38] d2.utils.events INFO: eta: 5:09:57 iter: 383619 total_loss: 4.745 loss_ce: 0.2061 loss_bbox: 0.1488 loss_giou: 0.2934 loss_ce_0: 0.4371 loss_bbox_0: 0.2632 loss_giou_0: 0.4535 loss_ce_1: 0.3113 loss_bbox_1: 0.1765 loss_giou_1: 0.342 loss_ce_2: 0.2507 loss_bbox_2: 0.1578 loss_giou_2: 0.3157 loss_ce_3: 0.2203 loss_bbox_3: 0.1577 loss_giou_3: 0.3073 loss_ce_4: 0.2042 loss_bbox_4: 0.1516 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:44] d2.utils.events INFO: eta: 5:09:48 iter: 383639 total_loss: 4.883 loss_ce: 0.2294 loss_bbox: 0.1623 loss_giou: 0.3041 loss_ce_0: 0.4405 loss_bbox_0: 0.2701 loss_giou_0: 0.4837 loss_ce_1: 0.332 loss_bbox_1: 0.1863 loss_giou_1: 0.3483 loss_ce_2: 0.2808 loss_bbox_2: 0.1799 loss_giou_2: 0.3227 loss_ce_3: 0.2426 loss_bbox_3: 0.1683 loss_giou_3: 0.3188 loss_ce_4: 0.2331 loss_bbox_4: 0.1633 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:49] d2.utils.events INFO: eta: 5:09:37 iter: 383659 total_loss: 4.912 loss_ce: 0.2176 loss_bbox: 0.1509 loss_giou: 0.3036 loss_ce_0: 0.4502 loss_bbox_0: 0.2619 loss_giou_0: 0.4653 loss_ce_1: 0.3324 loss_bbox_1: 0.1828 loss_giou_1: 0.3505 loss_ce_2: 0.2736 loss_bbox_2: 0.166 loss_giou_2: 0.3181 loss_ce_3: 0.2389 loss_bbox_3: 0.1559 loss_giou_3: 0.3113 loss_ce_4: 0.2276 loss_bbox_4: 0.1531 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 20:32:55] d2.utils.events INFO: eta: 5:09:43 iter: 383679 total_loss: 4.982 loss_ce: 0.2128 loss_bbox: 0.1487 loss_giou: 0.329 loss_ce_0: 0.44 loss_bbox_0: 0.2578 loss_giou_0: 0.4755 loss_ce_1: 0.3182 loss_bbox_1: 0.1786 loss_giou_1: 0.3648 loss_ce_2: 0.2565 loss_bbox_2: 0.158 loss_giou_2: 0.3428 loss_ce_3: 0.2218 loss_bbox_3: 0.1559 loss_giou_3: 0.338 loss_ce_4: 0.2163 loss_bbox_4: 0.1511 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:01] d2.utils.events INFO: eta: 5:09:44 iter: 383699 total_loss: 4.756 loss_ce: 0.2036 loss_bbox: 0.1662 loss_giou: 0.2896 loss_ce_0: 0.4182 loss_bbox_0: 0.2671 loss_giou_0: 0.4378 loss_ce_1: 0.2981 loss_bbox_1: 0.1935 loss_giou_1: 0.3436 loss_ce_2: 0.2361 loss_bbox_2: 0.1816 loss_giou_2: 0.3113 loss_ce_3: 0.2215 loss_bbox_3: 0.1726 loss_giou_3: 0.297 loss_ce_4: 0.1988 loss_bbox_4: 0.1691 loss_giou_4: 0.2949 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:06] d2.utils.events INFO: eta: 5:09:39 iter: 383719 total_loss: 5.161 loss_ce: 0.2237 loss_bbox: 0.1548 loss_giou: 0.3247 loss_ce_0: 0.4537 loss_bbox_0: 0.2756 loss_giou_0: 0.5267 loss_ce_1: 0.3366 loss_bbox_1: 0.1938 loss_giou_1: 0.3887 loss_ce_2: 0.2749 loss_bbox_2: 0.1731 loss_giou_2: 0.3486 loss_ce_3: 0.2439 loss_bbox_3: 0.1648 loss_giou_3: 0.3374 loss_ce_4: 0.2207 loss_bbox_4: 0.1596 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:12] d2.utils.events INFO: eta: 5:09:36 iter: 383739 total_loss: 4.897 loss_ce: 0.2045 loss_bbox: 0.1563 loss_giou: 0.3275 loss_ce_0: 0.4303 loss_bbox_0: 0.2697 loss_giou_0: 0.4938 loss_ce_1: 0.3101 loss_bbox_1: 0.1822 loss_giou_1: 0.3634 loss_ce_2: 0.2583 loss_bbox_2: 0.1665 loss_giou_2: 0.3403 loss_ce_3: 0.22 loss_bbox_3: 0.1607 loss_giou_3: 0.3284 loss_ce_4: 0.215 loss_bbox_4: 0.1586 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:18] d2.utils.events INFO: eta: 5:09:22 iter: 383759 total_loss: 5.045 loss_ce: 0.2212 loss_bbox: 0.1659 loss_giou: 0.3121 loss_ce_0: 0.4361 loss_bbox_0: 0.2715 loss_giou_0: 0.4725 loss_ce_1: 0.3346 loss_bbox_1: 0.2045 loss_giou_1: 0.3561 loss_ce_2: 0.2767 loss_bbox_2: 0.1841 loss_giou_2: 0.3289 loss_ce_3: 0.249 loss_bbox_3: 0.1772 loss_giou_3: 0.3198 loss_ce_4: 0.2297 loss_bbox_4: 0.1698 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:23] d2.utils.events INFO: eta: 5:09:09 iter: 383779 total_loss: 4.766 loss_ce: 0.1974 loss_bbox: 0.154 loss_giou: 0.2833 loss_ce_0: 0.4343 loss_bbox_0: 0.2613 loss_giou_0: 0.4256 loss_ce_1: 0.3232 loss_bbox_1: 0.1847 loss_giou_1: 0.3247 loss_ce_2: 0.2472 loss_bbox_2: 0.1658 loss_giou_2: 0.2989 loss_ce_3: 0.2255 loss_bbox_3: 0.161 loss_giou_3: 0.2915 loss_ce_4: 0.2046 loss_bbox_4: 0.1554 loss_giou_4: 0.2866 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:29] d2.utils.events INFO: eta: 5:09:07 iter: 383799 total_loss: 4.944 loss_ce: 0.2204 loss_bbox: 0.1567 loss_giou: 0.3186 loss_ce_0: 0.4314 loss_bbox_0: 0.2639 loss_giou_0: 0.4942 loss_ce_1: 0.3153 loss_bbox_1: 0.1836 loss_giou_1: 0.3625 loss_ce_2: 0.2606 loss_bbox_2: 0.1707 loss_giou_2: 0.3319 loss_ce_3: 0.2328 loss_bbox_3: 0.1661 loss_giou_3: 0.3264 loss_ce_4: 0.2184 loss_bbox_4: 0.1597 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:35] d2.utils.events INFO: eta: 5:08:58 iter: 383819 total_loss: 4.871 loss_ce: 0.2169 loss_bbox: 0.1619 loss_giou: 0.3182 loss_ce_0: 0.4309 loss_bbox_0: 0.2623 loss_giou_0: 0.4546 loss_ce_1: 0.3256 loss_bbox_1: 0.1822 loss_giou_1: 0.3597 loss_ce_2: 0.2644 loss_bbox_2: 0.1707 loss_giou_2: 0.3371 loss_ce_3: 0.2313 loss_bbox_3: 0.1616 loss_giou_3: 0.325 loss_ce_4: 0.2267 loss_bbox_4: 0.1615 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:41] d2.utils.events INFO: eta: 5:08:49 iter: 383839 total_loss: 4.895 loss_ce: 0.1969 loss_bbox: 0.1616 loss_giou: 0.3157 loss_ce_0: 0.4274 loss_bbox_0: 0.2695 loss_giou_0: 0.4774 loss_ce_1: 0.3328 loss_bbox_1: 0.1934 loss_giou_1: 0.3589 loss_ce_2: 0.2585 loss_bbox_2: 0.1735 loss_giou_2: 0.3304 loss_ce_3: 0.2252 loss_bbox_3: 0.1695 loss_giou_3: 0.3243 loss_ce_4: 0.2097 loss_bbox_4: 0.1636 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:46] d2.utils.events INFO: eta: 5:08:49 iter: 383859 total_loss: 4.791 loss_ce: 0.1994 loss_bbox: 0.1477 loss_giou: 0.305 loss_ce_0: 0.4256 loss_bbox_0: 0.2608 loss_giou_0: 0.4708 loss_ce_1: 0.3126 loss_bbox_1: 0.1786 loss_giou_1: 0.3441 loss_ce_2: 0.2628 loss_bbox_2: 0.1603 loss_giou_2: 0.32 loss_ce_3: 0.2177 loss_bbox_3: 0.151 loss_giou_3: 0.3152 loss_ce_4: 0.206 loss_bbox_4: 0.1482 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:52] d2.utils.events INFO: eta: 5:08:31 iter: 383879 total_loss: 4.644 loss_ce: 0.1955 loss_bbox: 0.165 loss_giou: 0.2723 loss_ce_0: 0.4321 loss_bbox_0: 0.2722 loss_giou_0: 0.4325 loss_ce_1: 0.3114 loss_bbox_1: 0.1909 loss_giou_1: 0.3251 loss_ce_2: 0.2578 loss_bbox_2: 0.1817 loss_giou_2: 0.2974 loss_ce_3: 0.2225 loss_bbox_3: 0.1741 loss_giou_3: 0.2864 loss_ce_4: 0.2012 loss_bbox_4: 0.1684 loss_giou_4: 0.2811 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 20:33:57] d2.utils.events INFO: eta: 5:08:25 iter: 383899 total_loss: 4.743 loss_ce: 0.1992 loss_bbox: 0.1332 loss_giou: 0.2988 loss_ce_0: 0.4187 loss_bbox_0: 0.2485 loss_giou_0: 0.4911 loss_ce_1: 0.311 loss_bbox_1: 0.1614 loss_giou_1: 0.3536 loss_ce_2: 0.2606 loss_bbox_2: 0.1411 loss_giou_2: 0.3206 loss_ce_3: 0.2267 loss_bbox_3: 0.1359 loss_giou_3: 0.3081 loss_ce_4: 0.2105 loss_bbox_4: 0.1364 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:03] d2.utils.events INFO: eta: 5:08:07 iter: 383919 total_loss: 4.96 loss_ce: 0.2302 loss_bbox: 0.1612 loss_giou: 0.3052 loss_ce_0: 0.4459 loss_bbox_0: 0.266 loss_giou_0: 0.4822 loss_ce_1: 0.3242 loss_bbox_1: 0.1904 loss_giou_1: 0.3485 loss_ce_2: 0.2618 loss_bbox_2: 0.1746 loss_giou_2: 0.3193 loss_ce_3: 0.2397 loss_bbox_3: 0.1676 loss_giou_3: 0.3109 loss_ce_4: 0.2266 loss_bbox_4: 0.1639 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:09] d2.utils.events INFO: eta: 5:08:01 iter: 383939 total_loss: 4.756 loss_ce: 0.1887 loss_bbox: 0.1565 loss_giou: 0.2983 loss_ce_0: 0.4239 loss_bbox_0: 0.2489 loss_giou_0: 0.4618 loss_ce_1: 0.3106 loss_bbox_1: 0.1836 loss_giou_1: 0.3465 loss_ce_2: 0.2496 loss_bbox_2: 0.1644 loss_giou_2: 0.3256 loss_ce_3: 0.2207 loss_bbox_3: 0.1622 loss_giou_3: 0.3136 loss_ce_4: 0.1987 loss_bbox_4: 0.1594 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:14] d2.utils.events INFO: eta: 5:07:58 iter: 383959 total_loss: 5.097 loss_ce: 0.2268 loss_bbox: 0.1717 loss_giou: 0.3173 loss_ce_0: 0.4463 loss_bbox_0: 0.2831 loss_giou_0: 0.4969 loss_ce_1: 0.3405 loss_bbox_1: 0.2013 loss_giou_1: 0.3671 loss_ce_2: 0.274 loss_bbox_2: 0.1905 loss_giou_2: 0.3373 loss_ce_3: 0.2458 loss_bbox_3: 0.1771 loss_giou_3: 0.3259 loss_ce_4: 0.231 loss_bbox_4: 0.1716 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:20] d2.utils.events INFO: eta: 5:07:49 iter: 383979 total_loss: 4.752 loss_ce: 0.2024 loss_bbox: 0.1486 loss_giou: 0.3045 loss_ce_0: 0.4334 loss_bbox_0: 0.2625 loss_giou_0: 0.461 loss_ce_1: 0.309 loss_bbox_1: 0.18 loss_giou_1: 0.339 loss_ce_2: 0.2537 loss_bbox_2: 0.1752 loss_giou_2: 0.3209 loss_ce_3: 0.2227 loss_bbox_3: 0.1559 loss_giou_3: 0.3147 loss_ce_4: 0.2095 loss_bbox_4: 0.1512 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:26] d2.utils.events INFO: eta: 5:07:45 iter: 383999 total_loss: 4.695 loss_ce: 0.199 loss_bbox: 0.1566 loss_giou: 0.2932 loss_ce_0: 0.4175 loss_bbox_0: 0.2674 loss_giou_0: 0.4559 loss_ce_1: 0.3019 loss_bbox_1: 0.1837 loss_giou_1: 0.3427 loss_ce_2: 0.2524 loss_bbox_2: 0.1716 loss_giou_2: 0.3184 loss_ce_3: 0.224 loss_bbox_3: 0.1623 loss_giou_3: 0.3033 loss_ce_4: 0.2039 loss_bbox_4: 0.161 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:31] d2.utils.events INFO: eta: 5:07:38 iter: 384019 total_loss: 4.818 loss_ce: 0.1957 loss_bbox: 0.1557 loss_giou: 0.2836 loss_ce_0: 0.4282 loss_bbox_0: 0.26 loss_giou_0: 0.4403 loss_ce_1: 0.3166 loss_bbox_1: 0.1796 loss_giou_1: 0.3217 loss_ce_2: 0.2501 loss_bbox_2: 0.162 loss_giou_2: 0.2989 loss_ce_3: 0.2161 loss_bbox_3: 0.1602 loss_giou_3: 0.2901 loss_ce_4: 0.1992 loss_bbox_4: 0.158 loss_giou_4: 0.2901 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:37] d2.utils.events INFO: eta: 5:07:38 iter: 384039 total_loss: 4.642 loss_ce: 0.2052 loss_bbox: 0.1505 loss_giou: 0.2931 loss_ce_0: 0.4198 loss_bbox_0: 0.2592 loss_giou_0: 0.4665 loss_ce_1: 0.3123 loss_bbox_1: 0.1756 loss_giou_1: 0.3278 loss_ce_2: 0.2512 loss_bbox_2: 0.1617 loss_giou_2: 0.3089 loss_ce_3: 0.2173 loss_bbox_3: 0.1553 loss_giou_3: 0.306 loss_ce_4: 0.2111 loss_bbox_4: 0.1533 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:43] d2.utils.events INFO: eta: 5:07:35 iter: 384059 total_loss: 4.732 loss_ce: 0.2012 loss_bbox: 0.1595 loss_giou: 0.303 loss_ce_0: 0.4252 loss_bbox_0: 0.2604 loss_giou_0: 0.4516 loss_ce_1: 0.3259 loss_bbox_1: 0.1747 loss_giou_1: 0.3406 loss_ce_2: 0.2573 loss_bbox_2: 0.16 loss_giou_2: 0.3173 loss_ce_3: 0.2245 loss_bbox_3: 0.1546 loss_giou_3: 0.3045 loss_ce_4: 0.2032 loss_bbox_4: 0.1596 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:48] d2.utils.events INFO: eta: 5:07:37 iter: 384079 total_loss: 5.028 loss_ce: 0.2244 loss_bbox: 0.1522 loss_giou: 0.3183 loss_ce_0: 0.4441 loss_bbox_0: 0.2522 loss_giou_0: 0.5049 loss_ce_1: 0.3273 loss_bbox_1: 0.1758 loss_giou_1: 0.364 loss_ce_2: 0.2774 loss_bbox_2: 0.1606 loss_giou_2: 0.3409 loss_ce_3: 0.241 loss_bbox_3: 0.1549 loss_giou_3: 0.3294 loss_ce_4: 0.2286 loss_bbox_4: 0.152 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 20:34:54] d2.utils.events INFO: eta: 5:07:27 iter: 384099 total_loss: 4.966 loss_ce: 0.21 loss_bbox: 0.1566 loss_giou: 0.3291 loss_ce_0: 0.4159 loss_bbox_0: 0.2653 loss_giou_0: 0.488 loss_ce_1: 0.3053 loss_bbox_1: 0.1869 loss_giou_1: 0.371 loss_ce_2: 0.2483 loss_bbox_2: 0.1673 loss_giou_2: 0.338 loss_ce_3: 0.2224 loss_bbox_3: 0.1614 loss_giou_3: 0.3431 loss_ce_4: 0.2151 loss_bbox_4: 0.1587 loss_giou_4: 0.3358 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:00] d2.utils.events INFO: eta: 5:07:26 iter: 384119 total_loss: 4.748 loss_ce: 0.2105 loss_bbox: 0.1584 loss_giou: 0.2868 loss_ce_0: 0.4335 loss_bbox_0: 0.2668 loss_giou_0: 0.4306 loss_ce_1: 0.324 loss_bbox_1: 0.1912 loss_giou_1: 0.3326 loss_ce_2: 0.2675 loss_bbox_2: 0.1778 loss_giou_2: 0.3063 loss_ce_3: 0.2332 loss_bbox_3: 0.1642 loss_giou_3: 0.2905 loss_ce_4: 0.2126 loss_bbox_4: 0.1622 loss_giou_4: 0.2932 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:05] d2.utils.events INFO: eta: 5:07:22 iter: 384139 total_loss: 4.82 loss_ce: 0.2122 loss_bbox: 0.1364 loss_giou: 0.3019 loss_ce_0: 0.4482 loss_bbox_0: 0.2481 loss_giou_0: 0.5163 loss_ce_1: 0.335 loss_bbox_1: 0.1677 loss_giou_1: 0.3673 loss_ce_2: 0.2736 loss_bbox_2: 0.1487 loss_giou_2: 0.3361 loss_ce_3: 0.2284 loss_bbox_3: 0.1431 loss_giou_3: 0.3183 loss_ce_4: 0.2115 loss_bbox_4: 0.1402 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:11] d2.utils.events INFO: eta: 5:07:12 iter: 384159 total_loss: 4.703 loss_ce: 0.2073 loss_bbox: 0.1577 loss_giou: 0.2807 loss_ce_0: 0.4352 loss_bbox_0: 0.2621 loss_giou_0: 0.4505 loss_ce_1: 0.3376 loss_bbox_1: 0.1809 loss_giou_1: 0.3321 loss_ce_2: 0.2706 loss_bbox_2: 0.1627 loss_giou_2: 0.3074 loss_ce_3: 0.2307 loss_bbox_3: 0.1599 loss_giou_3: 0.295 loss_ce_4: 0.2108 loss_bbox_4: 0.157 loss_giou_4: 0.2858 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:17] d2.utils.events INFO: eta: 5:07:07 iter: 384179 total_loss: 4.705 loss_ce: 0.2039 loss_bbox: 0.1474 loss_giou: 0.3009 loss_ce_0: 0.4339 loss_bbox_0: 0.247 loss_giou_0: 0.4604 loss_ce_1: 0.3226 loss_bbox_1: 0.1774 loss_giou_1: 0.3545 loss_ce_2: 0.264 loss_bbox_2: 0.1604 loss_giou_2: 0.318 loss_ce_3: 0.2255 loss_bbox_3: 0.1541 loss_giou_3: 0.3094 loss_ce_4: 0.2079 loss_bbox_4: 0.1486 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:22] d2.utils.events INFO: eta: 5:07:04 iter: 384199 total_loss: 4.966 loss_ce: 0.215 loss_bbox: 0.1617 loss_giou: 0.3092 loss_ce_0: 0.4473 loss_bbox_0: 0.2605 loss_giou_0: 0.4802 loss_ce_1: 0.3213 loss_bbox_1: 0.1866 loss_giou_1: 0.3619 loss_ce_2: 0.2603 loss_bbox_2: 0.1755 loss_giou_2: 0.3288 loss_ce_3: 0.225 loss_bbox_3: 0.169 loss_giou_3: 0.3199 loss_ce_4: 0.2164 loss_bbox_4: 0.1652 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:28] d2.utils.events INFO: eta: 5:06:57 iter: 384219 total_loss: 5.088 loss_ce: 0.2107 loss_bbox: 0.16 loss_giou: 0.3097 loss_ce_0: 0.4395 loss_bbox_0: 0.2723 loss_giou_0: 0.4808 loss_ce_1: 0.3309 loss_bbox_1: 0.1918 loss_giou_1: 0.3535 loss_ce_2: 0.2657 loss_bbox_2: 0.1727 loss_giou_2: 0.3282 loss_ce_3: 0.2271 loss_bbox_3: 0.1667 loss_giou_3: 0.3211 loss_ce_4: 0.2217 loss_bbox_4: 0.1628 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0194 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:34] d2.utils.events INFO: eta: 5:06:47 iter: 384239 total_loss: 4.775 loss_ce: 0.209 loss_bbox: 0.1567 loss_giou: 0.2907 loss_ce_0: 0.4392 loss_bbox_0: 0.2601 loss_giou_0: 0.4418 loss_ce_1: 0.3196 loss_bbox_1: 0.1834 loss_giou_1: 0.336 loss_ce_2: 0.2603 loss_bbox_2: 0.1674 loss_giou_2: 0.3111 loss_ce_3: 0.2171 loss_bbox_3: 0.1637 loss_giou_3: 0.3097 loss_ce_4: 0.2124 loss_bbox_4: 0.1587 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:39] d2.utils.events INFO: eta: 5:06:31 iter: 384259 total_loss: 4.878 loss_ce: 0.2017 loss_bbox: 0.1456 loss_giou: 0.3007 loss_ce_0: 0.431 loss_bbox_0: 0.2551 loss_giou_0: 0.4874 loss_ce_1: 0.3059 loss_bbox_1: 0.1777 loss_giou_1: 0.3547 loss_ce_2: 0.2484 loss_bbox_2: 0.1586 loss_giou_2: 0.3262 loss_ce_3: 0.2247 loss_bbox_3: 0.1511 loss_giou_3: 0.3141 loss_ce_4: 0.2109 loss_bbox_4: 0.1504 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:45] d2.utils.events INFO: eta: 5:06:23 iter: 384279 total_loss: 4.539 loss_ce: 0.1837 loss_bbox: 0.137 loss_giou: 0.2756 loss_ce_0: 0.4256 loss_bbox_0: 0.2667 loss_giou_0: 0.4419 loss_ce_1: 0.2981 loss_bbox_1: 0.1755 loss_giou_1: 0.323 loss_ce_2: 0.2341 loss_bbox_2: 0.1511 loss_giou_2: 0.3018 loss_ce_3: 0.2019 loss_bbox_3: 0.1439 loss_giou_3: 0.2872 loss_ce_4: 0.1954 loss_bbox_4: 0.1403 loss_giou_4: 0.2817 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:50] d2.utils.events INFO: eta: 5:06:14 iter: 384299 total_loss: 4.993 loss_ce: 0.2072 loss_bbox: 0.1625 loss_giou: 0.3053 loss_ce_0: 0.4248 loss_bbox_0: 0.2745 loss_giou_0: 0.4495 loss_ce_1: 0.3017 loss_bbox_1: 0.1949 loss_giou_1: 0.3466 loss_ce_2: 0.253 loss_bbox_2: 0.1756 loss_giou_2: 0.3227 loss_ce_3: 0.2208 loss_bbox_3: 0.1651 loss_giou_3: 0.3143 loss_ce_4: 0.2108 loss_bbox_4: 0.1672 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 20:35:56] d2.utils.events INFO: eta: 5:06:09 iter: 384319 total_loss: 5.066 loss_ce: 0.2196 loss_bbox: 0.16 loss_giou: 0.3181 loss_ce_0: 0.4311 loss_bbox_0: 0.2879 loss_giou_0: 0.4806 loss_ce_1: 0.3365 loss_bbox_1: 0.1934 loss_giou_1: 0.3618 loss_ce_2: 0.2668 loss_bbox_2: 0.1734 loss_giou_2: 0.3451 loss_ce_3: 0.2436 loss_bbox_3: 0.1696 loss_giou_3: 0.3304 loss_ce_4: 0.2162 loss_bbox_4: 0.1635 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:02] d2.utils.events INFO: eta: 5:06:06 iter: 384339 total_loss: 4.979 loss_ce: 0.2094 loss_bbox: 0.1495 loss_giou: 0.3013 loss_ce_0: 0.4229 loss_bbox_0: 0.2585 loss_giou_0: 0.4711 loss_ce_1: 0.3172 loss_bbox_1: 0.1749 loss_giou_1: 0.3417 loss_ce_2: 0.2579 loss_bbox_2: 0.1612 loss_giou_2: 0.3171 loss_ce_3: 0.231 loss_bbox_3: 0.1557 loss_giou_3: 0.3103 loss_ce_4: 0.2107 loss_bbox_4: 0.1502 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:07] d2.utils.events INFO: eta: 5:06:00 iter: 384359 total_loss: 4.58 loss_ce: 0.1979 loss_bbox: 0.1552 loss_giou: 0.288 loss_ce_0: 0.4236 loss_bbox_0: 0.2564 loss_giou_0: 0.4639 loss_ce_1: 0.3117 loss_bbox_1: 0.1799 loss_giou_1: 0.3346 loss_ce_2: 0.2499 loss_bbox_2: 0.1635 loss_giou_2: 0.3143 loss_ce_3: 0.2185 loss_bbox_3: 0.16 loss_giou_3: 0.3035 loss_ce_4: 0.2038 loss_bbox_4: 0.1536 loss_giou_4: 0.2943 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:13] d2.utils.events INFO: eta: 5:05:54 iter: 384379 total_loss: 4.759 loss_ce: 0.1973 loss_bbox: 0.1525 loss_giou: 0.2997 loss_ce_0: 0.4429 loss_bbox_0: 0.2546 loss_giou_0: 0.4773 loss_ce_1: 0.319 loss_bbox_1: 0.1777 loss_giou_1: 0.3466 loss_ce_2: 0.257 loss_bbox_2: 0.1626 loss_giou_2: 0.3178 loss_ce_3: 0.2232 loss_bbox_3: 0.1562 loss_giou_3: 0.3114 loss_ce_4: 0.2057 loss_bbox_4: 0.1532 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:19] d2.utils.events INFO: eta: 5:05:52 iter: 384399 total_loss: 4.951 loss_ce: 0.2271 loss_bbox: 0.153 loss_giou: 0.3042 loss_ce_0: 0.4256 loss_bbox_0: 0.2653 loss_giou_0: 0.4771 loss_ce_1: 0.3289 loss_bbox_1: 0.1794 loss_giou_1: 0.3492 loss_ce_2: 0.2699 loss_bbox_2: 0.1625 loss_giou_2: 0.3175 loss_ce_3: 0.2397 loss_bbox_3: 0.1548 loss_giou_3: 0.3116 loss_ce_4: 0.2259 loss_bbox_4: 0.1518 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:25] d2.utils.events INFO: eta: 5:05:44 iter: 384419 total_loss: 5.085 loss_ce: 0.2231 loss_bbox: 0.1715 loss_giou: 0.3159 loss_ce_0: 0.4322 loss_bbox_0: 0.2808 loss_giou_0: 0.4661 loss_ce_1: 0.339 loss_bbox_1: 0.1996 loss_giou_1: 0.3527 loss_ce_2: 0.2769 loss_bbox_2: 0.1848 loss_giou_2: 0.3255 loss_ce_3: 0.2442 loss_bbox_3: 0.1727 loss_giou_3: 0.3217 loss_ce_4: 0.2172 loss_bbox_4: 0.1762 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:31] d2.utils.events INFO: eta: 5:05:36 iter: 384439 total_loss: 5.018 loss_ce: 0.2127 loss_bbox: 0.1602 loss_giou: 0.3154 loss_ce_0: 0.4411 loss_bbox_0: 0.2719 loss_giou_0: 0.4835 loss_ce_1: 0.3293 loss_bbox_1: 0.1891 loss_giou_1: 0.3559 loss_ce_2: 0.2623 loss_bbox_2: 0.1748 loss_giou_2: 0.3368 loss_ce_3: 0.2351 loss_bbox_3: 0.1695 loss_giou_3: 0.3231 loss_ce_4: 0.2177 loss_bbox_4: 0.1631 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:36] d2.utils.events INFO: eta: 5:05:31 iter: 384459 total_loss: 5.049 loss_ce: 0.2234 loss_bbox: 0.1702 loss_giou: 0.3051 loss_ce_0: 0.4385 loss_bbox_0: 0.2765 loss_giou_0: 0.4601 loss_ce_1: 0.3305 loss_bbox_1: 0.1988 loss_giou_1: 0.3403 loss_ce_2: 0.2625 loss_bbox_2: 0.1881 loss_giou_2: 0.3175 loss_ce_3: 0.2382 loss_bbox_3: 0.1759 loss_giou_3: 0.3158 loss_ce_4: 0.227 loss_bbox_4: 0.1717 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:42] d2.utils.events INFO: eta: 5:05:17 iter: 384479 total_loss: 5.045 loss_ce: 0.2211 loss_bbox: 0.1651 loss_giou: 0.3163 loss_ce_0: 0.4365 loss_bbox_0: 0.2685 loss_giou_0: 0.4759 loss_ce_1: 0.3317 loss_bbox_1: 0.1948 loss_giou_1: 0.3558 loss_ce_2: 0.2809 loss_bbox_2: 0.1745 loss_giou_2: 0.3273 loss_ce_3: 0.2425 loss_bbox_3: 0.1728 loss_giou_3: 0.3261 loss_ce_4: 0.2325 loss_bbox_4: 0.166 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:47] d2.utils.events INFO: eta: 5:05:12 iter: 384499 total_loss: 5.017 loss_ce: 0.214 loss_bbox: 0.1613 loss_giou: 0.3128 loss_ce_0: 0.4272 loss_bbox_0: 0.2697 loss_giou_0: 0.4682 loss_ce_1: 0.3152 loss_bbox_1: 0.1901 loss_giou_1: 0.3598 loss_ce_2: 0.2544 loss_bbox_2: 0.1729 loss_giou_2: 0.3312 loss_ce_3: 0.2312 loss_bbox_3: 0.1681 loss_giou_3: 0.3213 loss_ce_4: 0.2215 loss_bbox_4: 0.1641 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:53] d2.utils.events INFO: eta: 5:05:13 iter: 384519 total_loss: 4.408 loss_ce: 0.1921 loss_bbox: 0.149 loss_giou: 0.2718 loss_ce_0: 0.4165 loss_bbox_0: 0.2627 loss_giou_0: 0.4581 loss_ce_1: 0.3084 loss_bbox_1: 0.1756 loss_giou_1: 0.3166 loss_ce_2: 0.2486 loss_bbox_2: 0.1592 loss_giou_2: 0.2886 loss_ce_3: 0.2131 loss_bbox_3: 0.1503 loss_giou_3: 0.2792 loss_ce_4: 0.1969 loss_bbox_4: 0.1492 loss_giou_4: 0.2776 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 20:36:59] d2.utils.events INFO: eta: 5:05:08 iter: 384539 total_loss: 5.032 loss_ce: 0.2103 loss_bbox: 0.1556 loss_giou: 0.3185 loss_ce_0: 0.4409 loss_bbox_0: 0.2737 loss_giou_0: 0.4952 loss_ce_1: 0.3422 loss_bbox_1: 0.1896 loss_giou_1: 0.3629 loss_ce_2: 0.2763 loss_bbox_2: 0.1708 loss_giou_2: 0.34 loss_ce_3: 0.2199 loss_bbox_3: 0.1616 loss_giou_3: 0.3266 loss_ce_4: 0.2093 loss_bbox_4: 0.1587 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0195 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:04] d2.utils.events INFO: eta: 5:05:05 iter: 384559 total_loss: 4.895 loss_ce: 0.2163 loss_bbox: 0.1603 loss_giou: 0.3115 loss_ce_0: 0.4282 loss_bbox_0: 0.2593 loss_giou_0: 0.462 loss_ce_1: 0.3144 loss_bbox_1: 0.1844 loss_giou_1: 0.3477 loss_ce_2: 0.2653 loss_bbox_2: 0.1669 loss_giou_2: 0.3234 loss_ce_3: 0.2289 loss_bbox_3: 0.1662 loss_giou_3: 0.3174 loss_ce_4: 0.2246 loss_bbox_4: 0.1634 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:10] d2.utils.events INFO: eta: 5:05:01 iter: 384579 total_loss: 4.909 loss_ce: 0.2375 loss_bbox: 0.1495 loss_giou: 0.3265 loss_ce_0: 0.449 loss_bbox_0: 0.2552 loss_giou_0: 0.4958 loss_ce_1: 0.316 loss_bbox_1: 0.1742 loss_giou_1: 0.3732 loss_ce_2: 0.2701 loss_bbox_2: 0.1641 loss_giou_2: 0.3468 loss_ce_3: 0.2438 loss_bbox_3: 0.156 loss_giou_3: 0.3392 loss_ce_4: 0.2425 loss_bbox_4: 0.1533 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:16] d2.utils.events INFO: eta: 5:04:56 iter: 384599 total_loss: 4.892 loss_ce: 0.2088 loss_bbox: 0.167 loss_giou: 0.3206 loss_ce_0: 0.4469 loss_bbox_0: 0.2751 loss_giou_0: 0.4928 loss_ce_1: 0.3163 loss_bbox_1: 0.1912 loss_giou_1: 0.3549 loss_ce_2: 0.2616 loss_bbox_2: 0.1784 loss_giou_2: 0.3349 loss_ce_3: 0.2357 loss_bbox_3: 0.1733 loss_giou_3: 0.3284 loss_ce_4: 0.2159 loss_bbox_4: 0.1717 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:22] d2.utils.events INFO: eta: 5:04:52 iter: 384619 total_loss: 4.916 loss_ce: 0.2117 loss_bbox: 0.1637 loss_giou: 0.3044 loss_ce_0: 0.4285 loss_bbox_0: 0.2746 loss_giou_0: 0.4683 loss_ce_1: 0.3249 loss_bbox_1: 0.1976 loss_giou_1: 0.3505 loss_ce_2: 0.2627 loss_bbox_2: 0.1743 loss_giou_2: 0.3227 loss_ce_3: 0.2337 loss_bbox_3: 0.1686 loss_giou_3: 0.3117 loss_ce_4: 0.214 loss_bbox_4: 0.1653 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:27] d2.utils.events INFO: eta: 5:04:50 iter: 384639 total_loss: 4.571 loss_ce: 0.2047 loss_bbox: 0.1498 loss_giou: 0.2905 loss_ce_0: 0.4276 loss_bbox_0: 0.2596 loss_giou_0: 0.4521 loss_ce_1: 0.3355 loss_bbox_1: 0.1795 loss_giou_1: 0.3314 loss_ce_2: 0.2731 loss_bbox_2: 0.1577 loss_giou_2: 0.3052 loss_ce_3: 0.2349 loss_bbox_3: 0.1541 loss_giou_3: 0.2995 loss_ce_4: 0.2172 loss_bbox_4: 0.1506 loss_giou_4: 0.2955 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:33] d2.utils.events INFO: eta: 5:04:44 iter: 384659 total_loss: 4.953 loss_ce: 0.2162 loss_bbox: 0.1528 loss_giou: 0.3188 loss_ce_0: 0.4266 loss_bbox_0: 0.2705 loss_giou_0: 0.4805 loss_ce_1: 0.334 loss_bbox_1: 0.1854 loss_giou_1: 0.3563 loss_ce_2: 0.2698 loss_bbox_2: 0.1677 loss_giou_2: 0.3296 loss_ce_3: 0.2312 loss_bbox_3: 0.1579 loss_giou_3: 0.3247 loss_ce_4: 0.2233 loss_bbox_4: 0.1524 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:39] d2.utils.events INFO: eta: 5:04:34 iter: 384679 total_loss: 4.915 loss_ce: 0.2056 loss_bbox: 0.1575 loss_giou: 0.3217 loss_ce_0: 0.4312 loss_bbox_0: 0.2629 loss_giou_0: 0.4807 loss_ce_1: 0.3129 loss_bbox_1: 0.1822 loss_giou_1: 0.3609 loss_ce_2: 0.2546 loss_bbox_2: 0.1663 loss_giou_2: 0.3364 loss_ce_3: 0.223 loss_bbox_3: 0.1619 loss_giou_3: 0.3297 loss_ce_4: 0.2063 loss_bbox_4: 0.1582 loss_giou_4: 0.328 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:44] d2.utils.events INFO: eta: 5:04:28 iter: 384699 total_loss: 4.659 loss_ce: 0.2043 loss_bbox: 0.1542 loss_giou: 0.2919 loss_ce_0: 0.436 loss_bbox_0: 0.2802 loss_giou_0: 0.4584 loss_ce_1: 0.3197 loss_bbox_1: 0.1899 loss_giou_1: 0.337 loss_ce_2: 0.2611 loss_bbox_2: 0.1718 loss_giou_2: 0.3104 loss_ce_3: 0.2202 loss_bbox_3: 0.1597 loss_giou_3: 0.3046 loss_ce_4: 0.2089 loss_bbox_4: 0.157 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:50] d2.utils.events INFO: eta: 5:04:26 iter: 384719 total_loss: 4.831 loss_ce: 0.207 loss_bbox: 0.1563 loss_giou: 0.2916 loss_ce_0: 0.4318 loss_bbox_0: 0.2678 loss_giou_0: 0.4645 loss_ce_1: 0.3214 loss_bbox_1: 0.186 loss_giou_1: 0.3455 loss_ce_2: 0.2588 loss_bbox_2: 0.1688 loss_giou_2: 0.3232 loss_ce_3: 0.2264 loss_bbox_3: 0.1625 loss_giou_3: 0.3117 loss_ce_4: 0.2123 loss_bbox_4: 0.159 loss_giou_4: 0.2974 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:37:56] d2.utils.events INFO: eta: 5:04:17 iter: 384739 total_loss: 4.887 loss_ce: 0.2177 loss_bbox: 0.1589 loss_giou: 0.3014 loss_ce_0: 0.4479 loss_bbox_0: 0.2722 loss_giou_0: 0.4668 loss_ce_1: 0.3336 loss_bbox_1: 0.19 loss_giou_1: 0.3479 loss_ce_2: 0.2671 loss_bbox_2: 0.1721 loss_giou_2: 0.3131 loss_ce_3: 0.2365 loss_bbox_3: 0.1667 loss_giou_3: 0.3033 loss_ce_4: 0.2226 loss_bbox_4: 0.1593 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:01] d2.utils.events INFO: eta: 5:04:26 iter: 384759 total_loss: 5.041 loss_ce: 0.2239 loss_bbox: 0.1555 loss_giou: 0.308 loss_ce_0: 0.4424 loss_bbox_0: 0.273 loss_giou_0: 0.4966 loss_ce_1: 0.3354 loss_bbox_1: 0.1831 loss_giou_1: 0.3629 loss_ce_2: 0.2734 loss_bbox_2: 0.1712 loss_giou_2: 0.3325 loss_ce_3: 0.2472 loss_bbox_3: 0.1666 loss_giou_3: 0.3229 loss_ce_4: 0.2318 loss_bbox_4: 0.1629 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:07] d2.utils.events INFO: eta: 5:04:29 iter: 384779 total_loss: 4.461 loss_ce: 0.1883 loss_bbox: 0.1616 loss_giou: 0.2813 loss_ce_0: 0.4156 loss_bbox_0: 0.259 loss_giou_0: 0.4357 loss_ce_1: 0.3097 loss_bbox_1: 0.1779 loss_giou_1: 0.3158 loss_ce_2: 0.2358 loss_bbox_2: 0.1712 loss_giou_2: 0.2983 loss_ce_3: 0.2028 loss_bbox_3: 0.1651 loss_giou_3: 0.2895 loss_ce_4: 0.1867 loss_bbox_4: 0.1637 loss_giou_4: 0.2807 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:13] d2.utils.events INFO: eta: 5:04:28 iter: 384799 total_loss: 4.941 loss_ce: 0.2134 loss_bbox: 0.1631 loss_giou: 0.3175 loss_ce_0: 0.4406 loss_bbox_0: 0.2707 loss_giou_0: 0.4701 loss_ce_1: 0.3291 loss_bbox_1: 0.1938 loss_giou_1: 0.36 loss_ce_2: 0.2686 loss_bbox_2: 0.177 loss_giou_2: 0.3275 loss_ce_3: 0.2326 loss_bbox_3: 0.1667 loss_giou_3: 0.3106 loss_ce_4: 0.217 loss_bbox_4: 0.1637 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:19] d2.utils.events INFO: eta: 5:04:32 iter: 384819 total_loss: 4.889 loss_ce: 0.2085 loss_bbox: 0.1555 loss_giou: 0.3004 loss_ce_0: 0.4339 loss_bbox_0: 0.2673 loss_giou_0: 0.4592 loss_ce_1: 0.3348 loss_bbox_1: 0.187 loss_giou_1: 0.3599 loss_ce_2: 0.2669 loss_bbox_2: 0.1729 loss_giou_2: 0.3289 loss_ce_3: 0.2329 loss_bbox_3: 0.1631 loss_giou_3: 0.3112 loss_ce_4: 0.2132 loss_bbox_4: 0.1608 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:24] d2.utils.events INFO: eta: 5:04:29 iter: 384839 total_loss: 5.004 loss_ce: 0.2319 loss_bbox: 0.1506 loss_giou: 0.3148 loss_ce_0: 0.4289 loss_bbox_0: 0.2632 loss_giou_0: 0.4639 loss_ce_1: 0.3271 loss_bbox_1: 0.1818 loss_giou_1: 0.3623 loss_ce_2: 0.2701 loss_bbox_2: 0.1651 loss_giou_2: 0.3284 loss_ce_3: 0.2465 loss_bbox_3: 0.1551 loss_giou_3: 0.3239 loss_ce_4: 0.2327 loss_bbox_4: 0.1542 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:30] d2.utils.events INFO: eta: 5:04:27 iter: 384859 total_loss: 4.93 loss_ce: 0.2112 loss_bbox: 0.1542 loss_giou: 0.3148 loss_ce_0: 0.4388 loss_bbox_0: 0.2657 loss_giou_0: 0.4916 loss_ce_1: 0.3229 loss_bbox_1: 0.1842 loss_giou_1: 0.3581 loss_ce_2: 0.2723 loss_bbox_2: 0.1613 loss_giou_2: 0.3259 loss_ce_3: 0.2256 loss_bbox_3: 0.1551 loss_giou_3: 0.321 loss_ce_4: 0.2153 loss_bbox_4: 0.1551 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:36] d2.utils.events INFO: eta: 5:04:26 iter: 384879 total_loss: 4.55 loss_ce: 0.1845 loss_bbox: 0.1515 loss_giou: 0.281 loss_ce_0: 0.4133 loss_bbox_0: 0.2618 loss_giou_0: 0.4386 loss_ce_1: 0.3068 loss_bbox_1: 0.1844 loss_giou_1: 0.334 loss_ce_2: 0.2403 loss_bbox_2: 0.1568 loss_giou_2: 0.3027 loss_ce_3: 0.2044 loss_bbox_3: 0.157 loss_giou_3: 0.2891 loss_ce_4: 0.1904 loss_bbox_4: 0.1531 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:41] d2.utils.events INFO: eta: 5:04:18 iter: 384899 total_loss: 4.934 loss_ce: 0.2139 loss_bbox: 0.1615 loss_giou: 0.3164 loss_ce_0: 0.4431 loss_bbox_0: 0.2646 loss_giou_0: 0.4758 loss_ce_1: 0.3335 loss_bbox_1: 0.1812 loss_giou_1: 0.3594 loss_ce_2: 0.273 loss_bbox_2: 0.1692 loss_giou_2: 0.3382 loss_ce_3: 0.2428 loss_bbox_3: 0.1721 loss_giou_3: 0.3306 loss_ce_4: 0.2229 loss_bbox_4: 0.1648 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:47] d2.utils.events INFO: eta: 5:04:15 iter: 384919 total_loss: 4.67 loss_ce: 0.1967 loss_bbox: 0.1541 loss_giou: 0.2953 loss_ce_0: 0.4221 loss_bbox_0: 0.2636 loss_giou_0: 0.4538 loss_ce_1: 0.3096 loss_bbox_1: 0.1926 loss_giou_1: 0.3384 loss_ce_2: 0.2483 loss_bbox_2: 0.1677 loss_giou_2: 0.3142 loss_ce_3: 0.2069 loss_bbox_3: 0.1593 loss_giou_3: 0.3033 loss_ce_4: 0.1978 loss_bbox_4: 0.1581 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:53] d2.utils.events INFO: eta: 5:04:11 iter: 384939 total_loss: 4.978 loss_ce: 0.2209 loss_bbox: 0.1628 loss_giou: 0.3109 loss_ce_0: 0.4474 loss_bbox_0: 0.272 loss_giou_0: 0.4764 loss_ce_1: 0.3312 loss_bbox_1: 0.1931 loss_giou_1: 0.3456 loss_ce_2: 0.2711 loss_bbox_2: 0.178 loss_giou_2: 0.3275 loss_ce_3: 0.2412 loss_bbox_3: 0.168 loss_giou_3: 0.3236 loss_ce_4: 0.2214 loss_bbox_4: 0.1683 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 20:38:58] d2.utils.events INFO: eta: 5:04:11 iter: 384959 total_loss: 4.924 loss_ce: 0.2123 loss_bbox: 0.174 loss_giou: 0.3246 loss_ce_0: 0.4311 loss_bbox_0: 0.2716 loss_giou_0: 0.4735 loss_ce_1: 0.3203 loss_bbox_1: 0.1986 loss_giou_1: 0.3547 loss_ce_2: 0.2607 loss_bbox_2: 0.1872 loss_giou_2: 0.3354 loss_ce_3: 0.2344 loss_bbox_3: 0.1801 loss_giou_3: 0.3287 loss_ce_4: 0.2183 loss_bbox_4: 0.1735 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 20:39:04] d2.utils.events INFO: eta: 5:04:01 iter: 384979 total_loss: 4.76 loss_ce: 0.2026 loss_bbox: 0.1632 loss_giou: 0.289 loss_ce_0: 0.4168 loss_bbox_0: 0.2814 loss_giou_0: 0.4461 loss_ce_1: 0.3043 loss_bbox_1: 0.1919 loss_giou_1: 0.3231 loss_ce_2: 0.2525 loss_bbox_2: 0.1792 loss_giou_2: 0.3068 loss_ce_3: 0.2101 loss_bbox_3: 0.1765 loss_giou_3: 0.3053 loss_ce_4: 0.2035 loss_bbox_4: 0.1656 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 20:39:10] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0384999.pth [11/03 20:39:12] d2.utils.events INFO: eta: 5:03:54 iter: 384999 total_loss: 4.735 loss_ce: 0.1899 loss_bbox: 0.1681 loss_giou: 0.2894 loss_ce_0: 0.4181 loss_bbox_0: 0.2821 loss_giou_0: 0.4543 loss_ce_1: 0.3133 loss_bbox_1: 0.1957 loss_giou_1: 0.3416 loss_ce_2: 0.2453 loss_bbox_2: 0.1774 loss_giou_2: 0.3063 loss_ce_3: 0.2052 loss_bbox_3: 0.1724 loss_giou_3: 0.2914 loss_ce_4: 0.1926 loss_bbox_4: 0.1715 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:39:18] d2.utils.events INFO: eta: 5:03:48 iter: 385019 total_loss: 4.819 loss_ce: 0.1993 loss_bbox: 0.1584 loss_giou: 0.2938 loss_ce_0: 0.4344 loss_bbox_0: 0.2656 loss_giou_0: 0.4482 loss_ce_1: 0.3211 loss_bbox_1: 0.185 loss_giou_1: 0.3285 loss_ce_2: 0.2528 loss_bbox_2: 0.1718 loss_giou_2: 0.3098 loss_ce_3: 0.2151 loss_bbox_3: 0.164 loss_giou_3: 0.3045 loss_ce_4: 0.2079 loss_bbox_4: 0.1588 loss_giou_4: 0.298 time: 0.2800 data_time: 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[11/03 20:39:35] d2.utils.events INFO: eta: 5:03:33 iter: 385079 total_loss: 4.667 loss_ce: 0.1996 loss_bbox: 0.149 loss_giou: 0.2929 loss_ce_0: 0.4331 loss_bbox_0: 0.2562 loss_giou_0: 0.4703 loss_ce_1: 0.3244 loss_bbox_1: 0.179 loss_giou_1: 0.3305 loss_ce_2: 0.2649 loss_bbox_2: 0.1635 loss_giou_2: 0.3075 loss_ce_3: 0.2249 loss_bbox_3: 0.1529 loss_giou_3: 0.2989 loss_ce_4: 0.2114 loss_bbox_4: 0.1551 loss_giou_4: 0.2967 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 20:39:40] d2.utils.events INFO: eta: 5:03:30 iter: 385099 total_loss: 5.086 loss_ce: 0.219 loss_bbox: 0.1548 loss_giou: 0.3267 loss_ce_0: 0.4345 loss_bbox_0: 0.2683 loss_giou_0: 0.497 loss_ce_1: 0.3189 loss_bbox_1: 0.1781 loss_giou_1: 0.369 loss_ce_2: 0.2681 loss_bbox_2: 0.1735 loss_giou_2: 0.3484 loss_ce_3: 0.2389 loss_bbox_3: 0.1638 loss_giou_3: 0.3371 loss_ce_4: 0.2256 loss_bbox_4: 0.1588 loss_giou_4: 0.3315 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 20:39:46] d2.utils.events INFO: eta: 5:03:22 iter: 385119 total_loss: 5.018 loss_ce: 0.2302 loss_bbox: 0.1544 loss_giou: 0.2972 loss_ce_0: 0.4416 loss_bbox_0: 0.2775 loss_giou_0: 0.4637 loss_ce_1: 0.35 loss_bbox_1: 0.1848 loss_giou_1: 0.3584 loss_ce_2: 0.2856 loss_bbox_2: 0.1683 loss_giou_2: 0.3223 loss_ce_3: 0.2494 loss_bbox_3: 0.1639 loss_giou_3: 0.3099 loss_ce_4: 0.2423 loss_bbox_4: 0.1571 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 20:39:52] d2.utils.events INFO: eta: 5:03:19 iter: 385139 total_loss: 5.074 loss_ce: 0.2205 loss_bbox: 0.1576 loss_giou: 0.3176 loss_ce_0: 0.4334 loss_bbox_0: 0.2688 loss_giou_0: 0.5021 loss_ce_1: 0.3209 loss_bbox_1: 0.1838 loss_giou_1: 0.3684 loss_ce_2: 0.2633 loss_bbox_2: 0.1703 loss_giou_2: 0.3408 loss_ce_3: 0.2355 loss_bbox_3: 0.1628 loss_giou_3: 0.3276 loss_ce_4: 0.2298 loss_bbox_4: 0.1618 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 20:39:57] d2.utils.events INFO: eta: 5:03:24 iter: 385159 total_loss: 5.008 loss_ce: 0.2158 loss_bbox: 0.1682 loss_giou: 0.3216 loss_ce_0: 0.4467 loss_bbox_0: 0.2563 loss_giou_0: 0.4982 loss_ce_1: 0.3326 loss_bbox_1: 0.1871 loss_giou_1: 0.3678 loss_ce_2: 0.2718 loss_bbox_2: 0.1735 loss_giou_2: 0.3447 loss_ce_3: 0.2378 loss_bbox_3: 0.1719 loss_giou_3: 0.3326 loss_ce_4: 0.2226 loss_bbox_4: 0.1672 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:03] d2.utils.events INFO: eta: 5:03:19 iter: 385179 total_loss: 4.742 loss_ce: 0.1969 loss_bbox: 0.1567 loss_giou: 0.3054 loss_ce_0: 0.429 loss_bbox_0: 0.2666 loss_giou_0: 0.4832 loss_ce_1: 0.3251 loss_bbox_1: 0.1841 loss_giou_1: 0.3493 loss_ce_2: 0.2499 loss_bbox_2: 0.1662 loss_giou_2: 0.3253 loss_ce_3: 0.2182 loss_bbox_3: 0.1627 loss_giou_3: 0.3134 loss_ce_4: 0.2052 loss_bbox_4: 0.1576 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:09] d2.utils.events INFO: eta: 5:03:02 iter: 385199 total_loss: 4.733 loss_ce: 0.2023 loss_bbox: 0.1527 loss_giou: 0.2887 loss_ce_0: 0.4304 loss_bbox_0: 0.262 loss_giou_0: 0.4571 loss_ce_1: 0.3142 loss_bbox_1: 0.1808 loss_giou_1: 0.3366 loss_ce_2: 0.2526 loss_bbox_2: 0.1684 loss_giou_2: 0.3091 loss_ce_3: 0.2203 loss_bbox_3: 0.1563 loss_giou_3: 0.2944 loss_ce_4: 0.2044 loss_bbox_4: 0.1561 loss_giou_4: 0.2941 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:14] d2.utils.events INFO: eta: 5:02:58 iter: 385219 total_loss: 4.755 loss_ce: 0.2009 loss_bbox: 0.1516 loss_giou: 0.2831 loss_ce_0: 0.4185 loss_bbox_0: 0.2661 loss_giou_0: 0.4493 loss_ce_1: 0.3117 loss_bbox_1: 0.18 loss_giou_1: 0.3284 loss_ce_2: 0.2613 loss_bbox_2: 0.1632 loss_giou_2: 0.3021 loss_ce_3: 0.2275 loss_bbox_3: 0.1563 loss_giou_3: 0.2907 loss_ce_4: 0.2017 loss_bbox_4: 0.1547 loss_giou_4: 0.2874 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:20] d2.utils.events INFO: eta: 5:02:56 iter: 385239 total_loss: 4.74 loss_ce: 0.2051 loss_bbox: 0.1522 loss_giou: 0.3096 loss_ce_0: 0.4331 loss_bbox_0: 0.2712 loss_giou_0: 0.4828 loss_ce_1: 0.3187 loss_bbox_1: 0.1828 loss_giou_1: 0.3589 loss_ce_2: 0.2562 loss_bbox_2: 0.1667 loss_giou_2: 0.3276 loss_ce_3: 0.2221 loss_bbox_3: 0.1601 loss_giou_3: 0.3177 loss_ce_4: 0.2147 loss_bbox_4: 0.1577 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:26] d2.utils.events INFO: eta: 5:02:54 iter: 385259 total_loss: 4.763 loss_ce: 0.192 loss_bbox: 0.1662 loss_giou: 0.2972 loss_ce_0: 0.4184 loss_bbox_0: 0.2775 loss_giou_0: 0.4698 loss_ce_1: 0.3119 loss_bbox_1: 0.1956 loss_giou_1: 0.3563 loss_ce_2: 0.2537 loss_bbox_2: 0.1773 loss_giou_2: 0.3175 loss_ce_3: 0.2128 loss_bbox_3: 0.1703 loss_giou_3: 0.3039 loss_ce_4: 0.2031 loss_bbox_4: 0.1669 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:31] d2.utils.events INFO: eta: 5:02:52 iter: 385279 total_loss: 5.097 loss_ce: 0.2172 loss_bbox: 0.176 loss_giou: 0.3038 loss_ce_0: 0.4548 loss_bbox_0: 0.2874 loss_giou_0: 0.4786 loss_ce_1: 0.3311 loss_bbox_1: 0.2022 loss_giou_1: 0.3575 loss_ce_2: 0.2815 loss_bbox_2: 0.1903 loss_giou_2: 0.3276 loss_ce_3: 0.2429 loss_bbox_3: 0.1845 loss_giou_3: 0.3143 loss_ce_4: 0.2266 loss_bbox_4: 0.1796 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:37] d2.utils.events INFO: eta: 5:02:48 iter: 385299 total_loss: 4.88 loss_ce: 0.2061 loss_bbox: 0.1546 loss_giou: 0.3032 loss_ce_0: 0.4257 loss_bbox_0: 0.2677 loss_giou_0: 0.4456 loss_ce_1: 0.3078 loss_bbox_1: 0.182 loss_giou_1: 0.3555 loss_ce_2: 0.2581 loss_bbox_2: 0.1707 loss_giou_2: 0.3181 loss_ce_3: 0.224 loss_bbox_3: 0.1681 loss_giou_3: 0.3134 loss_ce_4: 0.2086 loss_bbox_4: 0.1654 loss_giou_4: 0.3089 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:43] d2.utils.events INFO: eta: 5:02:38 iter: 385319 total_loss: 4.654 loss_ce: 0.2033 loss_bbox: 0.1498 loss_giou: 0.3128 loss_ce_0: 0.4149 loss_bbox_0: 0.2626 loss_giou_0: 0.4795 loss_ce_1: 0.301 loss_bbox_1: 0.1818 loss_giou_1: 0.3543 loss_ce_2: 0.2498 loss_bbox_2: 0.1573 loss_giou_2: 0.3293 loss_ce_3: 0.2211 loss_bbox_3: 0.1611 loss_giou_3: 0.3224 loss_ce_4: 0.2072 loss_bbox_4: 0.153 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:48] d2.utils.events INFO: eta: 5:02:20 iter: 385339 total_loss: 4.717 loss_ce: 0.1947 loss_bbox: 0.155 loss_giou: 0.3092 loss_ce_0: 0.43 loss_bbox_0: 0.2674 loss_giou_0: 0.4524 loss_ce_1: 0.3144 loss_bbox_1: 0.1846 loss_giou_1: 0.3489 loss_ce_2: 0.2435 loss_bbox_2: 0.1684 loss_giou_2: 0.3249 loss_ce_3: 0.2166 loss_bbox_3: 0.1587 loss_giou_3: 0.3221 loss_ce_4: 0.2012 loss_bbox_4: 0.1568 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:54] d2.utils.events INFO: eta: 5:02:12 iter: 385359 total_loss: 4.641 loss_ce: 0.1927 loss_bbox: 0.1637 loss_giou: 0.2572 loss_ce_0: 0.4285 loss_bbox_0: 0.2685 loss_giou_0: 0.4224 loss_ce_1: 0.307 loss_bbox_1: 0.1911 loss_giou_1: 0.3065 loss_ce_2: 0.2497 loss_bbox_2: 0.1724 loss_giou_2: 0.2779 loss_ce_3: 0.2148 loss_bbox_3: 0.1637 loss_giou_3: 0.2687 loss_ce_4: 0.1971 loss_bbox_4: 0.1652 loss_giou_4: 0.2627 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 20:40:59] d2.utils.events INFO: eta: 5:02:07 iter: 385379 total_loss: 4.868 loss_ce: 0.213 loss_bbox: 0.1506 loss_giou: 0.2915 loss_ce_0: 0.433 loss_bbox_0: 0.2567 loss_giou_0: 0.4739 loss_ce_1: 0.3194 loss_bbox_1: 0.1827 loss_giou_1: 0.3441 loss_ce_2: 0.2581 loss_bbox_2: 0.1624 loss_giou_2: 0.3074 loss_ce_3: 0.2269 loss_bbox_3: 0.1588 loss_giou_3: 0.3057 loss_ce_4: 0.2161 loss_bbox_4: 0.1527 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:05] d2.utils.events INFO: eta: 5:01:58 iter: 385399 total_loss: 4.777 loss_ce: 0.2223 loss_bbox: 0.1577 loss_giou: 0.3234 loss_ce_0: 0.4378 loss_bbox_0: 0.2646 loss_giou_0: 0.4995 loss_ce_1: 0.3186 loss_bbox_1: 0.1844 loss_giou_1: 0.3789 loss_ce_2: 0.2635 loss_bbox_2: 0.1687 loss_giou_2: 0.3409 loss_ce_3: 0.2304 loss_bbox_3: 0.1637 loss_giou_3: 0.338 loss_ce_4: 0.218 loss_bbox_4: 0.1608 loss_giou_4: 0.3288 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:11] d2.utils.events INFO: eta: 5:01:47 iter: 385419 total_loss: 4.927 loss_ce: 0.2265 loss_bbox: 0.1616 loss_giou: 0.3071 loss_ce_0: 0.437 loss_bbox_0: 0.2796 loss_giou_0: 0.4938 loss_ce_1: 0.3401 loss_bbox_1: 0.1926 loss_giou_1: 0.3587 loss_ce_2: 0.2588 loss_bbox_2: 0.1778 loss_giou_2: 0.3318 loss_ce_3: 0.2332 loss_bbox_3: 0.1704 loss_giou_3: 0.3191 loss_ce_4: 0.2279 loss_bbox_4: 0.163 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:16] d2.utils.events INFO: eta: 5:01:45 iter: 385439 total_loss: 4.81 loss_ce: 0.2126 loss_bbox: 0.1565 loss_giou: 0.3035 loss_ce_0: 0.4265 loss_bbox_0: 0.2623 loss_giou_0: 0.4636 loss_ce_1: 0.3152 loss_bbox_1: 0.1779 loss_giou_1: 0.3427 loss_ce_2: 0.2553 loss_bbox_2: 0.1661 loss_giou_2: 0.3169 loss_ce_3: 0.2312 loss_bbox_3: 0.1582 loss_giou_3: 0.3097 loss_ce_4: 0.2134 loss_bbox_4: 0.1536 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:22] d2.utils.events INFO: eta: 5:01:36 iter: 385459 total_loss: 4.741 loss_ce: 0.2106 loss_bbox: 0.1503 loss_giou: 0.305 loss_ce_0: 0.4377 loss_bbox_0: 0.2642 loss_giou_0: 0.4731 loss_ce_1: 0.3357 loss_bbox_1: 0.1813 loss_giou_1: 0.3578 loss_ce_2: 0.2624 loss_bbox_2: 0.1608 loss_giou_2: 0.3257 loss_ce_3: 0.2403 loss_bbox_3: 0.1577 loss_giou_3: 0.3174 loss_ce_4: 0.2164 loss_bbox_4: 0.1533 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:28] d2.utils.events INFO: eta: 5:01:39 iter: 385479 total_loss: 5.101 loss_ce: 0.2178 loss_bbox: 0.1691 loss_giou: 0.3035 loss_ce_0: 0.4366 loss_bbox_0: 0.2834 loss_giou_0: 0.476 loss_ce_1: 0.318 loss_bbox_1: 0.1925 loss_giou_1: 0.3516 loss_ce_2: 0.2756 loss_bbox_2: 0.1745 loss_giou_2: 0.3262 loss_ce_3: 0.2419 loss_bbox_3: 0.1769 loss_giou_3: 0.3171 loss_ce_4: 0.2288 loss_bbox_4: 0.1754 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:34] d2.utils.events INFO: eta: 5:01:44 iter: 385499 total_loss: 4.933 loss_ce: 0.2135 loss_bbox: 0.1529 loss_giou: 0.3022 loss_ce_0: 0.4417 loss_bbox_0: 0.2656 loss_giou_0: 0.4755 loss_ce_1: 0.3302 loss_bbox_1: 0.1807 loss_giou_1: 0.3592 loss_ce_2: 0.2678 loss_bbox_2: 0.1653 loss_giou_2: 0.3284 loss_ce_3: 0.2351 loss_bbox_3: 0.1591 loss_giou_3: 0.3151 loss_ce_4: 0.2166 loss_bbox_4: 0.1535 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:40] d2.utils.events INFO: eta: 5:01:35 iter: 385519 total_loss: 4.908 loss_ce: 0.2107 loss_bbox: 0.1485 loss_giou: 0.3176 loss_ce_0: 0.4197 loss_bbox_0: 0.2536 loss_giou_0: 0.4879 loss_ce_1: 0.3214 loss_bbox_1: 0.1778 loss_giou_1: 0.358 loss_ce_2: 0.2555 loss_bbox_2: 0.165 loss_giou_2: 0.3379 loss_ce_3: 0.2311 loss_bbox_3: 0.157 loss_giou_3: 0.3314 loss_ce_4: 0.2198 loss_bbox_4: 0.1531 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:46] d2.utils.events INFO: eta: 5:01:19 iter: 385539 total_loss: 4.741 loss_ce: 0.2062 loss_bbox: 0.153 loss_giou: 0.3009 loss_ce_0: 0.4413 loss_bbox_0: 0.2721 loss_giou_0: 0.4597 loss_ce_1: 0.3226 loss_bbox_1: 0.1862 loss_giou_1: 0.3467 loss_ce_2: 0.247 loss_bbox_2: 0.1686 loss_giou_2: 0.3187 loss_ce_3: 0.2167 loss_bbox_3: 0.1631 loss_giou_3: 0.3113 loss_ce_4: 0.2107 loss_bbox_4: 0.1578 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:51] d2.utils.events INFO: eta: 5:01:03 iter: 385559 total_loss: 4.779 loss_ce: 0.2176 loss_bbox: 0.1553 loss_giou: 0.2978 loss_ce_0: 0.4331 loss_bbox_0: 0.2564 loss_giou_0: 0.4688 loss_ce_1: 0.3187 loss_bbox_1: 0.1834 loss_giou_1: 0.3375 loss_ce_2: 0.2643 loss_bbox_2: 0.1665 loss_giou_2: 0.3165 loss_ce_3: 0.2381 loss_bbox_3: 0.1637 loss_giou_3: 0.3115 loss_ce_4: 0.2131 loss_bbox_4: 0.1574 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 20:41:57] d2.utils.events INFO: eta: 5:00:50 iter: 385579 total_loss: 5.041 loss_ce: 0.1943 loss_bbox: 0.1545 loss_giou: 0.3087 loss_ce_0: 0.4256 loss_bbox_0: 0.2733 loss_giou_0: 0.443 loss_ce_1: 0.3092 loss_bbox_1: 0.1923 loss_giou_1: 0.3354 loss_ce_2: 0.2662 loss_bbox_2: 0.1655 loss_giou_2: 0.3161 loss_ce_3: 0.2286 loss_bbox_3: 0.1625 loss_giou_3: 0.3077 loss_ce_4: 0.2065 loss_bbox_4: 0.1581 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0192 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:02] d2.utils.events INFO: eta: 5:00:40 iter: 385599 total_loss: 5.106 loss_ce: 0.2196 loss_bbox: 0.1729 loss_giou: 0.3188 loss_ce_0: 0.4518 loss_bbox_0: 0.2854 loss_giou_0: 0.4634 loss_ce_1: 0.3387 loss_bbox_1: 0.2062 loss_giou_1: 0.3597 loss_ce_2: 0.2735 loss_bbox_2: 0.1879 loss_giou_2: 0.3341 loss_ce_3: 0.2443 loss_bbox_3: 0.18 loss_giou_3: 0.331 loss_ce_4: 0.2256 loss_bbox_4: 0.1766 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:08] d2.utils.events INFO: eta: 5:00:29 iter: 385619 total_loss: 4.637 loss_ce: 0.2078 loss_bbox: 0.1552 loss_giou: 0.2833 loss_ce_0: 0.4109 loss_bbox_0: 0.2525 loss_giou_0: 0.4398 loss_ce_1: 0.3102 loss_bbox_1: 0.1795 loss_giou_1: 0.3236 loss_ce_2: 0.2478 loss_bbox_2: 0.1654 loss_giou_2: 0.304 loss_ce_3: 0.2208 loss_bbox_3: 0.1612 loss_giou_3: 0.2891 loss_ce_4: 0.2028 loss_bbox_4: 0.1574 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:14] d2.utils.events INFO: eta: 5:00:18 iter: 385639 total_loss: 4.779 loss_ce: 0.2096 loss_bbox: 0.151 loss_giou: 0.3004 loss_ce_0: 0.4515 loss_bbox_0: 0.2569 loss_giou_0: 0.4669 loss_ce_1: 0.3324 loss_bbox_1: 0.1782 loss_giou_1: 0.3496 loss_ce_2: 0.2683 loss_bbox_2: 0.1587 loss_giou_2: 0.3205 loss_ce_3: 0.2333 loss_bbox_3: 0.1568 loss_giou_3: 0.3068 loss_ce_4: 0.2088 loss_bbox_4: 0.1526 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:20] d2.utils.events INFO: eta: 5:00:17 iter: 385659 total_loss: 4.754 loss_ce: 0.2063 loss_bbox: 0.1517 loss_giou: 0.2944 loss_ce_0: 0.4288 loss_bbox_0: 0.2652 loss_giou_0: 0.4546 loss_ce_1: 0.308 loss_bbox_1: 0.1796 loss_giou_1: 0.3377 loss_ce_2: 0.2529 loss_bbox_2: 0.1641 loss_giou_2: 0.3152 loss_ce_3: 0.215 loss_bbox_3: 0.1572 loss_giou_3: 0.3042 loss_ce_4: 0.2066 loss_bbox_4: 0.1528 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:25] d2.utils.events INFO: eta: 5:00:17 iter: 385679 total_loss: 4.874 loss_ce: 0.2016 loss_bbox: 0.1499 loss_giou: 0.305 loss_ce_0: 0.4263 loss_bbox_0: 0.2527 loss_giou_0: 0.4896 loss_ce_1: 0.3129 loss_bbox_1: 0.1739 loss_giou_1: 0.359 loss_ce_2: 0.2557 loss_bbox_2: 0.1564 loss_giou_2: 0.3275 loss_ce_3: 0.2217 loss_bbox_3: 0.1523 loss_giou_3: 0.3144 loss_ce_4: 0.2074 loss_bbox_4: 0.1501 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:31] d2.utils.events INFO: eta: 5:00:13 iter: 385699 total_loss: 5.07 loss_ce: 0.2248 loss_bbox: 0.149 loss_giou: 0.3238 loss_ce_0: 0.4436 loss_bbox_0: 0.2649 loss_giou_0: 0.5039 loss_ce_1: 0.3331 loss_bbox_1: 0.187 loss_giou_1: 0.3777 loss_ce_2: 0.2721 loss_bbox_2: 0.1625 loss_giou_2: 0.3504 loss_ce_3: 0.2403 loss_bbox_3: 0.1528 loss_giou_3: 0.3355 loss_ce_4: 0.2295 loss_bbox_4: 0.1502 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:37] d2.utils.events INFO: eta: 5:00:08 iter: 385719 total_loss: 4.488 loss_ce: 0.1943 loss_bbox: 0.1522 loss_giou: 0.2867 loss_ce_0: 0.4027 loss_bbox_0: 0.2658 loss_giou_0: 0.4476 loss_ce_1: 0.3085 loss_bbox_1: 0.1881 loss_giou_1: 0.3195 loss_ce_2: 0.2326 loss_bbox_2: 0.1698 loss_giou_2: 0.3003 loss_ce_3: 0.2121 loss_bbox_3: 0.1586 loss_giou_3: 0.2957 loss_ce_4: 0.1975 loss_bbox_4: 0.153 loss_giou_4: 0.2881 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:42] d2.utils.events INFO: eta: 5:00:03 iter: 385739 total_loss: 4.924 loss_ce: 0.2217 loss_bbox: 0.1557 loss_giou: 0.3114 loss_ce_0: 0.4326 loss_bbox_0: 0.2695 loss_giou_0: 0.4596 loss_ce_1: 0.3215 loss_bbox_1: 0.1912 loss_giou_1: 0.3521 loss_ce_2: 0.2585 loss_bbox_2: 0.1717 loss_giou_2: 0.3294 loss_ce_3: 0.2346 loss_bbox_3: 0.1617 loss_giou_3: 0.3206 loss_ce_4: 0.223 loss_bbox_4: 0.1582 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:48] d2.utils.events INFO: eta: 4:59:57 iter: 385759 total_loss: 4.885 loss_ce: 0.2025 loss_bbox: 0.1615 loss_giou: 0.3108 loss_ce_0: 0.4281 loss_bbox_0: 0.2645 loss_giou_0: 0.4882 loss_ce_1: 0.3115 loss_bbox_1: 0.1902 loss_giou_1: 0.3558 loss_ce_2: 0.2464 loss_bbox_2: 0.1703 loss_giou_2: 0.3363 loss_ce_3: 0.2228 loss_bbox_3: 0.1667 loss_giou_3: 0.3211 loss_ce_4: 0.2073 loss_bbox_4: 0.1643 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:54] d2.utils.events INFO: eta: 4:59:51 iter: 385779 total_loss: 4.52 loss_ce: 0.19 loss_bbox: 0.1534 loss_giou: 0.2794 loss_ce_0: 0.4132 loss_bbox_0: 0.2656 loss_giou_0: 0.4403 loss_ce_1: 0.304 loss_bbox_1: 0.1847 loss_giou_1: 0.3193 loss_ce_2: 0.2406 loss_bbox_2: 0.1657 loss_giou_2: 0.2944 loss_ce_3: 0.2083 loss_bbox_3: 0.1576 loss_giou_3: 0.2846 loss_ce_4: 0.1953 loss_bbox_4: 0.1566 loss_giou_4: 0.2806 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 20:42:59] d2.utils.events INFO: eta: 4:59:41 iter: 385799 total_loss: 4.808 loss_ce: 0.2053 loss_bbox: 0.1542 loss_giou: 0.3027 loss_ce_0: 0.4457 loss_bbox_0: 0.2733 loss_giou_0: 0.4729 loss_ce_1: 0.3267 loss_bbox_1: 0.1873 loss_giou_1: 0.3516 loss_ce_2: 0.2621 loss_bbox_2: 0.1662 loss_giou_2: 0.3265 loss_ce_3: 0.2232 loss_bbox_3: 0.1587 loss_giou_3: 0.3094 loss_ce_4: 0.2095 loss_bbox_4: 0.1545 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:05] d2.utils.events INFO: eta: 4:59:38 iter: 385819 total_loss: 4.937 loss_ce: 0.215 loss_bbox: 0.1508 loss_giou: 0.3104 loss_ce_0: 0.4456 loss_bbox_0: 0.2639 loss_giou_0: 0.4949 loss_ce_1: 0.329 loss_bbox_1: 0.1864 loss_giou_1: 0.3585 loss_ce_2: 0.2743 loss_bbox_2: 0.1625 loss_giou_2: 0.3293 loss_ce_3: 0.237 loss_bbox_3: 0.1569 loss_giou_3: 0.3174 loss_ce_4: 0.2172 loss_bbox_4: 0.1495 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:11] d2.utils.events INFO: eta: 4:59:30 iter: 385839 total_loss: 4.765 loss_ce: 0.1998 loss_bbox: 0.1638 loss_giou: 0.3077 loss_ce_0: 0.4301 loss_bbox_0: 0.2503 loss_giou_0: 0.4623 loss_ce_1: 0.3225 loss_bbox_1: 0.1791 loss_giou_1: 0.3421 loss_ce_2: 0.2512 loss_bbox_2: 0.1611 loss_giou_2: 0.3265 loss_ce_3: 0.2202 loss_bbox_3: 0.1611 loss_giou_3: 0.3133 loss_ce_4: 0.209 loss_bbox_4: 0.1596 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:16] d2.utils.events INFO: eta: 4:59:24 iter: 385859 total_loss: 4.712 loss_ce: 0.2162 loss_bbox: 0.1615 loss_giou: 0.2998 loss_ce_0: 0.4416 loss_bbox_0: 0.2702 loss_giou_0: 0.4656 loss_ce_1: 0.3152 loss_bbox_1: 0.1946 loss_giou_1: 0.3472 loss_ce_2: 0.2651 loss_bbox_2: 0.1755 loss_giou_2: 0.3159 loss_ce_3: 0.2309 loss_bbox_3: 0.1655 loss_giou_3: 0.3103 loss_ce_4: 0.2251 loss_bbox_4: 0.1614 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:22] d2.utils.events INFO: eta: 4:59:21 iter: 385879 total_loss: 4.898 loss_ce: 0.2212 loss_bbox: 0.1561 loss_giou: 0.3088 loss_ce_0: 0.4368 loss_bbox_0: 0.2577 loss_giou_0: 0.4565 loss_ce_1: 0.3342 loss_bbox_1: 0.1837 loss_giou_1: 0.3467 loss_ce_2: 0.2787 loss_bbox_2: 0.1701 loss_giou_2: 0.3291 loss_ce_3: 0.2397 loss_bbox_3: 0.1651 loss_giou_3: 0.3242 loss_ce_4: 0.2204 loss_bbox_4: 0.159 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:28] d2.utils.events INFO: eta: 4:59:15 iter: 385899 total_loss: 4.855 loss_ce: 0.202 loss_bbox: 0.1503 loss_giou: 0.3024 loss_ce_0: 0.4221 loss_bbox_0: 0.2699 loss_giou_0: 0.4868 loss_ce_1: 0.3192 loss_bbox_1: 0.1902 loss_giou_1: 0.3547 loss_ce_2: 0.2583 loss_bbox_2: 0.1706 loss_giou_2: 0.3282 loss_ce_3: 0.2202 loss_bbox_3: 0.1632 loss_giou_3: 0.3179 loss_ce_4: 0.2083 loss_bbox_4: 0.154 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:33] d2.utils.events INFO: eta: 4:59:11 iter: 385919 total_loss: 4.868 loss_ce: 0.1943 loss_bbox: 0.1484 loss_giou: 0.2994 loss_ce_0: 0.4219 loss_bbox_0: 0.2536 loss_giou_0: 0.4736 loss_ce_1: 0.3152 loss_bbox_1: 0.1686 loss_giou_1: 0.3473 loss_ce_2: 0.2467 loss_bbox_2: 0.1607 loss_giou_2: 0.3213 loss_ce_3: 0.2166 loss_bbox_3: 0.1545 loss_giou_3: 0.3145 loss_ce_4: 0.1979 loss_bbox_4: 0.1529 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0212 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:39] d2.utils.events INFO: eta: 4:59:04 iter: 385939 total_loss: 4.716 loss_ce: 0.2117 loss_bbox: 0.1594 loss_giou: 0.2938 loss_ce_0: 0.4217 loss_bbox_0: 0.2753 loss_giou_0: 0.4487 loss_ce_1: 0.3229 loss_bbox_1: 0.1878 loss_giou_1: 0.3299 loss_ce_2: 0.2523 loss_bbox_2: 0.1766 loss_giou_2: 0.3028 loss_ce_3: 0.2214 loss_bbox_3: 0.167 loss_giou_3: 0.2992 loss_ce_4: 0.2131 loss_bbox_4: 0.1651 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:45] d2.utils.events INFO: eta: 4:58:54 iter: 385959 total_loss: 4.512 loss_ce: 0.1834 loss_bbox: 0.1592 loss_giou: 0.2831 loss_ce_0: 0.4173 loss_bbox_0: 0.2651 loss_giou_0: 0.4646 loss_ce_1: 0.3004 loss_bbox_1: 0.182 loss_giou_1: 0.3277 loss_ce_2: 0.2372 loss_bbox_2: 0.1665 loss_giou_2: 0.3067 loss_ce_3: 0.1971 loss_bbox_3: 0.1648 loss_giou_3: 0.2915 loss_ce_4: 0.1858 loss_bbox_4: 0.1622 loss_giou_4: 0.2861 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:50] d2.utils.events INFO: eta: 4:58:53 iter: 385979 total_loss: 4.873 loss_ce: 0.2101 loss_bbox: 0.1667 loss_giou: 0.318 loss_ce_0: 0.4416 loss_bbox_0: 0.2744 loss_giou_0: 0.4814 loss_ce_1: 0.3126 loss_bbox_1: 0.1874 loss_giou_1: 0.3519 loss_ce_2: 0.2579 loss_bbox_2: 0.1743 loss_giou_2: 0.3322 loss_ce_3: 0.2267 loss_bbox_3: 0.17 loss_giou_3: 0.3278 loss_ce_4: 0.2193 loss_bbox_4: 0.1687 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 20:43:56] d2.utils.events INFO: eta: 4:58:53 iter: 385999 total_loss: 4.945 loss_ce: 0.2147 loss_bbox: 0.1508 loss_giou: 0.3271 loss_ce_0: 0.4315 loss_bbox_0: 0.261 loss_giou_0: 0.5033 loss_ce_1: 0.3105 loss_bbox_1: 0.1773 loss_giou_1: 0.3703 loss_ce_2: 0.2565 loss_bbox_2: 0.1624 loss_giou_2: 0.3518 loss_ce_3: 0.2303 loss_bbox_3: 0.1568 loss_giou_3: 0.3417 loss_ce_4: 0.2123 loss_bbox_4: 0.1527 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:02] d2.utils.events INFO: eta: 4:59:04 iter: 386019 total_loss: 4.866 loss_ce: 0.2115 loss_bbox: 0.1509 loss_giou: 0.2935 loss_ce_0: 0.4457 loss_bbox_0: 0.2617 loss_giou_0: 0.4875 loss_ce_1: 0.3206 loss_bbox_1: 0.1784 loss_giou_1: 0.358 loss_ce_2: 0.2607 loss_bbox_2: 0.1694 loss_giou_2: 0.3182 loss_ce_3: 0.2318 loss_bbox_3: 0.1556 loss_giou_3: 0.3079 loss_ce_4: 0.2119 loss_bbox_4: 0.1515 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:08] d2.utils.events INFO: eta: 4:58:50 iter: 386039 total_loss: 4.72 loss_ce: 0.2066 loss_bbox: 0.151 loss_giou: 0.2814 loss_ce_0: 0.4276 loss_bbox_0: 0.26 loss_giou_0: 0.4431 loss_ce_1: 0.3203 loss_bbox_1: 0.1739 loss_giou_1: 0.3303 loss_ce_2: 0.2657 loss_bbox_2: 0.1565 loss_giou_2: 0.3082 loss_ce_3: 0.2289 loss_bbox_3: 0.1535 loss_giou_3: 0.2909 loss_ce_4: 0.2138 loss_bbox_4: 0.1539 loss_giou_4: 0.2839 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:13] d2.utils.events INFO: eta: 4:58:52 iter: 386059 total_loss: 4.568 loss_ce: 0.2017 loss_bbox: 0.1408 loss_giou: 0.2992 loss_ce_0: 0.435 loss_bbox_0: 0.2549 loss_giou_0: 0.4595 loss_ce_1: 0.3224 loss_bbox_1: 0.1717 loss_giou_1: 0.3344 loss_ce_2: 0.2616 loss_bbox_2: 0.1498 loss_giou_2: 0.3138 loss_ce_3: 0.223 loss_bbox_3: 0.1489 loss_giou_3: 0.3056 loss_ce_4: 0.2117 loss_bbox_4: 0.1466 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:19] d2.utils.events INFO: eta: 4:58:48 iter: 386079 total_loss: 4.691 loss_ce: 0.1971 loss_bbox: 0.1613 loss_giou: 0.3024 loss_ce_0: 0.4243 loss_bbox_0: 0.2612 loss_giou_0: 0.4612 loss_ce_1: 0.2992 loss_bbox_1: 0.1794 loss_giou_1: 0.3429 loss_ce_2: 0.2513 loss_bbox_2: 0.1667 loss_giou_2: 0.3159 loss_ce_3: 0.2095 loss_bbox_3: 0.1613 loss_giou_3: 0.3121 loss_ce_4: 0.1984 loss_bbox_4: 0.1621 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:25] d2.utils.events INFO: eta: 4:58:43 iter: 386099 total_loss: 4.58 loss_ce: 0.2127 loss_bbox: 0.1543 loss_giou: 0.2961 loss_ce_0: 0.417 loss_bbox_0: 0.2692 loss_giou_0: 0.4761 loss_ce_1: 0.3041 loss_bbox_1: 0.1842 loss_giou_1: 0.3377 loss_ce_2: 0.2444 loss_bbox_2: 0.1684 loss_giou_2: 0.3121 loss_ce_3: 0.2225 loss_bbox_3: 0.1577 loss_giou_3: 0.2977 loss_ce_4: 0.2106 loss_bbox_4: 0.1573 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:30] d2.utils.events INFO: eta: 4:58:37 iter: 386119 total_loss: 5.026 loss_ce: 0.2146 loss_bbox: 0.171 loss_giou: 0.3075 loss_ce_0: 0.4308 loss_bbox_0: 0.2647 loss_giou_0: 0.4844 loss_ce_1: 0.3289 loss_bbox_1: 0.1875 loss_giou_1: 0.3568 loss_ce_2: 0.2643 loss_bbox_2: 0.1742 loss_giou_2: 0.3233 loss_ce_3: 0.2372 loss_bbox_3: 0.1656 loss_giou_3: 0.306 loss_ce_4: 0.2267 loss_bbox_4: 0.1635 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:36] d2.utils.events INFO: eta: 4:58:28 iter: 386139 total_loss: 4.737 loss_ce: 0.2015 loss_bbox: 0.1656 loss_giou: 0.2917 loss_ce_0: 0.4231 loss_bbox_0: 0.285 loss_giou_0: 0.4447 loss_ce_1: 0.3092 loss_bbox_1: 0.1969 loss_giou_1: 0.3306 loss_ce_2: 0.2519 loss_bbox_2: 0.1807 loss_giou_2: 0.3111 loss_ce_3: 0.2254 loss_bbox_3: 0.1741 loss_giou_3: 0.3009 loss_ce_4: 0.2035 loss_bbox_4: 0.1673 loss_giou_4: 0.2942 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:42] d2.utils.events INFO: eta: 4:58:17 iter: 386159 total_loss: 4.916 loss_ce: 0.2127 loss_bbox: 0.1588 loss_giou: 0.3137 loss_ce_0: 0.4325 loss_bbox_0: 0.273 loss_giou_0: 0.4799 loss_ce_1: 0.3315 loss_bbox_1: 0.2008 loss_giou_1: 0.3462 loss_ce_2: 0.2694 loss_bbox_2: 0.1759 loss_giou_2: 0.3269 loss_ce_3: 0.2414 loss_bbox_3: 0.1673 loss_giou_3: 0.3181 loss_ce_4: 0.2211 loss_bbox_4: 0.1598 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:47] d2.utils.events INFO: eta: 4:58:11 iter: 386179 total_loss: 4.761 loss_ce: 0.2042 loss_bbox: 0.1575 loss_giou: 0.2979 loss_ce_0: 0.4281 loss_bbox_0: 0.2615 loss_giou_0: 0.4635 loss_ce_1: 0.3144 loss_bbox_1: 0.1811 loss_giou_1: 0.3379 loss_ce_2: 0.2553 loss_bbox_2: 0.1696 loss_giou_2: 0.3203 loss_ce_3: 0.221 loss_bbox_3: 0.1588 loss_giou_3: 0.308 loss_ce_4: 0.2057 loss_bbox_4: 0.1595 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:53] d2.utils.events INFO: eta: 4:58:15 iter: 386199 total_loss: 4.733 loss_ce: 0.2037 loss_bbox: 0.1531 loss_giou: 0.2915 loss_ce_0: 0.437 loss_bbox_0: 0.2544 loss_giou_0: 0.463 loss_ce_1: 0.32 loss_bbox_1: 0.1823 loss_giou_1: 0.3438 loss_ce_2: 0.2577 loss_bbox_2: 0.1646 loss_giou_2: 0.324 loss_ce_3: 0.2225 loss_bbox_3: 0.1583 loss_giou_3: 0.3131 loss_ce_4: 0.2138 loss_bbox_4: 0.1551 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0316 lr: 2.5e-06 max_mem: 5427M [11/03 20:44:59] d2.utils.events INFO: eta: 4:58:08 iter: 386219 total_loss: 4.797 loss_ce: 0.1992 loss_bbox: 0.1556 loss_giou: 0.2991 loss_ce_0: 0.4283 loss_bbox_0: 0.2594 loss_giou_0: 0.4579 loss_ce_1: 0.3143 loss_bbox_1: 0.1849 loss_giou_1: 0.345 loss_ce_2: 0.2581 loss_bbox_2: 0.1716 loss_giou_2: 0.3227 loss_ce_3: 0.2287 loss_bbox_3: 0.1654 loss_giou_3: 0.3131 loss_ce_4: 0.2041 loss_bbox_4: 0.1582 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:04] d2.utils.events INFO: eta: 4:58:10 iter: 386239 total_loss: 4.936 loss_ce: 0.2105 loss_bbox: 0.1457 loss_giou: 0.3153 loss_ce_0: 0.4397 loss_bbox_0: 0.2619 loss_giou_0: 0.4774 loss_ce_1: 0.3235 loss_bbox_1: 0.1719 loss_giou_1: 0.3587 loss_ce_2: 0.2608 loss_bbox_2: 0.1538 loss_giou_2: 0.3337 loss_ce_3: 0.2314 loss_bbox_3: 0.1519 loss_giou_3: 0.3212 loss_ce_4: 0.2188 loss_bbox_4: 0.1479 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:10] d2.utils.events INFO: eta: 4:58:10 iter: 386259 total_loss: 5.007 loss_ce: 0.2203 loss_bbox: 0.1623 loss_giou: 0.3198 loss_ce_0: 0.4328 loss_bbox_0: 0.2691 loss_giou_0: 0.4797 loss_ce_1: 0.3156 loss_bbox_1: 0.1899 loss_giou_1: 0.3543 loss_ce_2: 0.2616 loss_bbox_2: 0.1755 loss_giou_2: 0.334 loss_ce_3: 0.2324 loss_bbox_3: 0.1718 loss_giou_3: 0.3252 loss_ce_4: 0.2251 loss_bbox_4: 0.1684 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:16] d2.utils.events INFO: eta: 4:58:05 iter: 386279 total_loss: 4.74 loss_ce: 0.1958 loss_bbox: 0.1552 loss_giou: 0.2932 loss_ce_0: 0.4407 loss_bbox_0: 0.2676 loss_giou_0: 0.4538 loss_ce_1: 0.3218 loss_bbox_1: 0.1819 loss_giou_1: 0.3309 loss_ce_2: 0.2528 loss_bbox_2: 0.1696 loss_giou_2: 0.311 loss_ce_3: 0.2119 loss_bbox_3: 0.166 loss_giou_3: 0.3007 loss_ce_4: 0.1853 loss_bbox_4: 0.1647 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:22] d2.utils.events INFO: eta: 4:58:06 iter: 386299 total_loss: 4.907 loss_ce: 0.2118 loss_bbox: 0.1651 loss_giou: 0.2987 loss_ce_0: 0.4324 loss_bbox_0: 0.27 loss_giou_0: 0.4645 loss_ce_1: 0.329 loss_bbox_1: 0.1958 loss_giou_1: 0.3522 loss_ce_2: 0.2578 loss_bbox_2: 0.1766 loss_giou_2: 0.3193 loss_ce_3: 0.2259 loss_bbox_3: 0.1732 loss_giou_3: 0.3088 loss_ce_4: 0.2203 loss_bbox_4: 0.1671 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:27] d2.utils.events INFO: eta: 4:58:03 iter: 386319 total_loss: 4.908 loss_ce: 0.2086 loss_bbox: 0.1575 loss_giou: 0.2983 loss_ce_0: 0.4285 loss_bbox_0: 0.2709 loss_giou_0: 0.4705 loss_ce_1: 0.3318 loss_bbox_1: 0.1913 loss_giou_1: 0.3514 loss_ce_2: 0.2595 loss_bbox_2: 0.172 loss_giou_2: 0.3287 loss_ce_3: 0.2249 loss_bbox_3: 0.1636 loss_giou_3: 0.3143 loss_ce_4: 0.214 loss_bbox_4: 0.1623 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:33] d2.utils.events INFO: eta: 4:58:12 iter: 386339 total_loss: 4.89 loss_ce: 0.2033 loss_bbox: 0.1525 loss_giou: 0.3046 loss_ce_0: 0.4332 loss_bbox_0: 0.2707 loss_giou_0: 0.4707 loss_ce_1: 0.3308 loss_bbox_1: 0.1823 loss_giou_1: 0.3431 loss_ce_2: 0.2594 loss_bbox_2: 0.1646 loss_giou_2: 0.3199 loss_ce_3: 0.215 loss_bbox_3: 0.1557 loss_giou_3: 0.3126 loss_ce_4: 0.2043 loss_bbox_4: 0.1487 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:39] d2.utils.events INFO: eta: 4:58:08 iter: 386359 total_loss: 4.689 loss_ce: 0.198 loss_bbox: 0.1602 loss_giou: 0.3099 loss_ce_0: 0.4283 loss_bbox_0: 0.2621 loss_giou_0: 0.4706 loss_ce_1: 0.2974 loss_bbox_1: 0.1835 loss_giou_1: 0.356 loss_ce_2: 0.2446 loss_bbox_2: 0.1722 loss_giou_2: 0.3256 loss_ce_3: 0.2138 loss_bbox_3: 0.1603 loss_giou_3: 0.3124 loss_ce_4: 0.204 loss_bbox_4: 0.1595 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:44] d2.utils.events INFO: eta: 4:58:03 iter: 386379 total_loss: 5.021 loss_ce: 0.2143 loss_bbox: 0.1665 loss_giou: 0.3256 loss_ce_0: 0.4393 loss_bbox_0: 0.2842 loss_giou_0: 0.5035 loss_ce_1: 0.3164 loss_bbox_1: 0.1956 loss_giou_1: 0.3758 loss_ce_2: 0.2657 loss_bbox_2: 0.1812 loss_giou_2: 0.3504 loss_ce_3: 0.2338 loss_bbox_3: 0.1689 loss_giou_3: 0.3352 loss_ce_4: 0.2178 loss_bbox_4: 0.1719 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:50] d2.utils.events INFO: eta: 4:57:58 iter: 386399 total_loss: 4.653 loss_ce: 0.2032 loss_bbox: 0.1523 loss_giou: 0.2745 loss_ce_0: 0.4259 loss_bbox_0: 0.2692 loss_giou_0: 0.4517 loss_ce_1: 0.3271 loss_bbox_1: 0.1877 loss_giou_1: 0.3185 loss_ce_2: 0.261 loss_bbox_2: 0.1636 loss_giou_2: 0.2901 loss_ce_3: 0.2177 loss_bbox_3: 0.1558 loss_giou_3: 0.2882 loss_ce_4: 0.2012 loss_bbox_4: 0.1551 loss_giou_4: 0.2814 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:45:56] d2.utils.events INFO: eta: 4:58:00 iter: 386419 total_loss: 4.807 loss_ce: 0.1997 loss_bbox: 0.1479 loss_giou: 0.3061 loss_ce_0: 0.4203 loss_bbox_0: 0.2602 loss_giou_0: 0.4819 loss_ce_1: 0.3109 loss_bbox_1: 0.172 loss_giou_1: 0.3508 loss_ce_2: 0.2607 loss_bbox_2: 0.1576 loss_giou_2: 0.3209 loss_ce_3: 0.2189 loss_bbox_3: 0.1548 loss_giou_3: 0.3132 loss_ce_4: 0.2055 loss_bbox_4: 0.151 loss_giou_4: 0.3104 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:02] d2.utils.events INFO: eta: 4:57:48 iter: 386439 total_loss: 4.692 loss_ce: 0.2087 loss_bbox: 0.1509 loss_giou: 0.2964 loss_ce_0: 0.4281 loss_bbox_0: 0.2523 loss_giou_0: 0.4484 loss_ce_1: 0.3105 loss_bbox_1: 0.1763 loss_giou_1: 0.3413 loss_ce_2: 0.2354 loss_bbox_2: 0.1648 loss_giou_2: 0.3173 loss_ce_3: 0.2242 loss_bbox_3: 0.1578 loss_giou_3: 0.3063 loss_ce_4: 0.2085 loss_bbox_4: 0.1552 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:07] d2.utils.events INFO: eta: 4:57:41 iter: 386459 total_loss: 4.862 loss_ce: 0.2052 loss_bbox: 0.1548 loss_giou: 0.2988 loss_ce_0: 0.41 loss_bbox_0: 0.2678 loss_giou_0: 0.4665 loss_ce_1: 0.3061 loss_bbox_1: 0.183 loss_giou_1: 0.354 loss_ce_2: 0.2659 loss_bbox_2: 0.1684 loss_giou_2: 0.3274 loss_ce_3: 0.2203 loss_bbox_3: 0.162 loss_giou_3: 0.3224 loss_ce_4: 0.2063 loss_bbox_4: 0.1575 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:13] d2.utils.events INFO: eta: 4:57:33 iter: 386479 total_loss: 4.606 loss_ce: 0.1991 loss_bbox: 0.1532 loss_giou: 0.2814 loss_ce_0: 0.4141 loss_bbox_0: 0.2665 loss_giou_0: 0.4432 loss_ce_1: 0.3061 loss_bbox_1: 0.1859 loss_giou_1: 0.3213 loss_ce_2: 0.2298 loss_bbox_2: 0.1671 loss_giou_2: 0.2923 loss_ce_3: 0.2125 loss_bbox_3: 0.1589 loss_giou_3: 0.2905 loss_ce_4: 0.2014 loss_bbox_4: 0.1569 loss_giou_4: 0.2854 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:19] d2.utils.events INFO: eta: 4:57:26 iter: 386499 total_loss: 4.957 loss_ce: 0.2223 loss_bbox: 0.1538 loss_giou: 0.315 loss_ce_0: 0.4285 loss_bbox_0: 0.2691 loss_giou_0: 0.5068 loss_ce_1: 0.3359 loss_bbox_1: 0.1841 loss_giou_1: 0.3613 loss_ce_2: 0.2683 loss_bbox_2: 0.1691 loss_giou_2: 0.3386 loss_ce_3: 0.2357 loss_bbox_3: 0.1655 loss_giou_3: 0.3253 loss_ce_4: 0.2151 loss_bbox_4: 0.1583 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:24] d2.utils.events INFO: eta: 4:57:18 iter: 386519 total_loss: 4.688 loss_ce: 0.1961 loss_bbox: 0.1566 loss_giou: 0.2941 loss_ce_0: 0.4267 loss_bbox_0: 0.2603 loss_giou_0: 0.4483 loss_ce_1: 0.3134 loss_bbox_1: 0.1907 loss_giou_1: 0.3455 loss_ce_2: 0.2463 loss_bbox_2: 0.1703 loss_giou_2: 0.3148 loss_ce_3: 0.2121 loss_bbox_3: 0.1626 loss_giou_3: 0.3039 loss_ce_4: 0.1969 loss_bbox_4: 0.1614 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:30] d2.utils.events INFO: eta: 4:57:12 iter: 386539 total_loss: 4.57 loss_ce: 0.2044 loss_bbox: 0.1651 loss_giou: 0.2915 loss_ce_0: 0.4257 loss_bbox_0: 0.2764 loss_giou_0: 0.4813 loss_ce_1: 0.3055 loss_bbox_1: 0.1966 loss_giou_1: 0.3281 loss_ce_2: 0.2498 loss_bbox_2: 0.1798 loss_giou_2: 0.3121 loss_ce_3: 0.2217 loss_bbox_3: 0.1679 loss_giou_3: 0.3035 loss_ce_4: 0.2074 loss_bbox_4: 0.1688 loss_giou_4: 0.2983 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:36] d2.utils.events INFO: eta: 4:57:10 iter: 386559 total_loss: 5.077 loss_ce: 0.2125 loss_bbox: 0.1686 loss_giou: 0.31 loss_ce_0: 0.4471 loss_bbox_0: 0.2727 loss_giou_0: 0.4827 loss_ce_1: 0.3179 loss_bbox_1: 0.2037 loss_giou_1: 0.3684 loss_ce_2: 0.2624 loss_bbox_2: 0.1753 loss_giou_2: 0.3362 loss_ce_3: 0.2327 loss_bbox_3: 0.1685 loss_giou_3: 0.3235 loss_ce_4: 0.2203 loss_bbox_4: 0.1687 loss_giou_4: 0.3195 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:41] d2.utils.events INFO: eta: 4:57:07 iter: 386579 total_loss: 4.71 loss_ce: 0.2057 loss_bbox: 0.1549 loss_giou: 0.3058 loss_ce_0: 0.4214 loss_bbox_0: 0.2579 loss_giou_0: 0.4458 loss_ce_1: 0.3142 loss_bbox_1: 0.1833 loss_giou_1: 0.3354 loss_ce_2: 0.251 loss_bbox_2: 0.1668 loss_giou_2: 0.3134 loss_ce_3: 0.2163 loss_bbox_3: 0.1666 loss_giou_3: 0.3032 loss_ce_4: 0.2072 loss_bbox_4: 0.1599 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:47] d2.utils.events INFO: eta: 4:57:02 iter: 386599 total_loss: 4.855 loss_ce: 0.2043 loss_bbox: 0.1629 loss_giou: 0.3097 loss_ce_0: 0.4337 loss_bbox_0: 0.2741 loss_giou_0: 0.4859 loss_ce_1: 0.3258 loss_bbox_1: 0.1938 loss_giou_1: 0.354 loss_ce_2: 0.2596 loss_bbox_2: 0.178 loss_giou_2: 0.3299 loss_ce_3: 0.2197 loss_bbox_3: 0.1737 loss_giou_3: 0.3202 loss_ce_4: 0.2159 loss_bbox_4: 0.168 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:53] d2.utils.events INFO: eta: 4:57:01 iter: 386619 total_loss: 4.661 loss_ce: 0.2 loss_bbox: 0.1525 loss_giou: 0.2936 loss_ce_0: 0.4062 loss_bbox_0: 0.2529 loss_giou_0: 0.4593 loss_ce_1: 0.3077 loss_bbox_1: 0.1768 loss_giou_1: 0.3365 loss_ce_2: 0.2496 loss_bbox_2: 0.1616 loss_giou_2: 0.307 loss_ce_3: 0.2163 loss_bbox_3: 0.1527 loss_giou_3: 0.2978 loss_ce_4: 0.2036 loss_bbox_4: 0.1514 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 20:46:58] d2.utils.events INFO: eta: 4:57:08 iter: 386639 total_loss: 4.857 loss_ce: 0.2064 loss_bbox: 0.1623 loss_giou: 0.2928 loss_ce_0: 0.4201 loss_bbox_0: 0.2689 loss_giou_0: 0.4406 loss_ce_1: 0.3118 loss_bbox_1: 0.1879 loss_giou_1: 0.3407 loss_ce_2: 0.2472 loss_bbox_2: 0.1767 loss_giou_2: 0.312 loss_ce_3: 0.2166 loss_bbox_3: 0.1662 loss_giou_3: 0.2999 loss_ce_4: 0.2047 loss_bbox_4: 0.1646 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:04] d2.utils.events INFO: eta: 4:56:57 iter: 386659 total_loss: 4.775 loss_ce: 0.2208 loss_bbox: 0.1696 loss_giou: 0.2949 loss_ce_0: 0.4365 loss_bbox_0: 0.2805 loss_giou_0: 0.4568 loss_ce_1: 0.3136 loss_bbox_1: 0.1911 loss_giou_1: 0.3362 loss_ce_2: 0.2863 loss_bbox_2: 0.1812 loss_giou_2: 0.3178 loss_ce_3: 0.2433 loss_bbox_3: 0.1741 loss_giou_3: 0.3045 loss_ce_4: 0.2227 loss_bbox_4: 0.1742 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:10] d2.utils.events INFO: eta: 4:56:39 iter: 386679 total_loss: 4.781 loss_ce: 0.2225 loss_bbox: 0.1689 loss_giou: 0.2888 loss_ce_0: 0.4393 loss_bbox_0: 0.2777 loss_giou_0: 0.4535 loss_ce_1: 0.3133 loss_bbox_1: 0.1922 loss_giou_1: 0.323 loss_ce_2: 0.2588 loss_bbox_2: 0.1821 loss_giou_2: 0.2968 loss_ce_3: 0.2373 loss_bbox_3: 0.1777 loss_giou_3: 0.2884 loss_ce_4: 0.2198 loss_bbox_4: 0.1725 loss_giou_4: 0.288 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:15] d2.utils.events INFO: eta: 4:56:32 iter: 386699 total_loss: 4.643 loss_ce: 0.1909 loss_bbox: 0.162 loss_giou: 0.3048 loss_ce_0: 0.4059 loss_bbox_0: 0.2644 loss_giou_0: 0.4713 loss_ce_1: 0.2915 loss_bbox_1: 0.1914 loss_giou_1: 0.3563 loss_ce_2: 0.2391 loss_bbox_2: 0.1723 loss_giou_2: 0.3235 loss_ce_3: 0.2224 loss_bbox_3: 0.1696 loss_giou_3: 0.3144 loss_ce_4: 0.1959 loss_bbox_4: 0.1677 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:21] d2.utils.events INFO: eta: 4:56:32 iter: 386719 total_loss: 4.96 loss_ce: 0.2156 loss_bbox: 0.1572 loss_giou: 0.3026 loss_ce_0: 0.4211 loss_bbox_0: 0.2742 loss_giou_0: 0.476 loss_ce_1: 0.3188 loss_bbox_1: 0.189 loss_giou_1: 0.3565 loss_ce_2: 0.2643 loss_bbox_2: 0.1731 loss_giou_2: 0.3262 loss_ce_3: 0.2319 loss_bbox_3: 0.1669 loss_giou_3: 0.3096 loss_ce_4: 0.2209 loss_bbox_4: 0.1617 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:27] d2.utils.events INFO: eta: 4:56:30 iter: 386739 total_loss: 4.702 loss_ce: 0.2048 loss_bbox: 0.1545 loss_giou: 0.3024 loss_ce_0: 0.4375 loss_bbox_0: 0.2596 loss_giou_0: 0.4866 loss_ce_1: 0.3175 loss_bbox_1: 0.1756 loss_giou_1: 0.346 loss_ce_2: 0.2608 loss_bbox_2: 0.1614 loss_giou_2: 0.3194 loss_ce_3: 0.2259 loss_bbox_3: 0.1586 loss_giou_3: 0.3092 loss_ce_4: 0.2162 loss_bbox_4: 0.1561 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:32] d2.utils.events INFO: eta: 4:56:25 iter: 386759 total_loss: 4.722 loss_ce: 0.2085 loss_bbox: 0.1484 loss_giou: 0.288 loss_ce_0: 0.426 loss_bbox_0: 0.2575 loss_giou_0: 0.4487 loss_ce_1: 0.3133 loss_bbox_1: 0.1762 loss_giou_1: 0.3377 loss_ce_2: 0.2708 loss_bbox_2: 0.157 loss_giou_2: 0.3103 loss_ce_3: 0.2326 loss_bbox_3: 0.1559 loss_giou_3: 0.2979 loss_ce_4: 0.2196 loss_bbox_4: 0.1515 loss_giou_4: 0.2953 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:38] d2.utils.events INFO: eta: 4:56:22 iter: 386779 total_loss: 4.909 loss_ce: 0.2172 loss_bbox: 0.1486 loss_giou: 0.318 loss_ce_0: 0.4353 loss_bbox_0: 0.2552 loss_giou_0: 0.4762 loss_ce_1: 0.3233 loss_bbox_1: 0.1881 loss_giou_1: 0.3673 loss_ce_2: 0.2556 loss_bbox_2: 0.1699 loss_giou_2: 0.336 loss_ce_3: 0.2325 loss_bbox_3: 0.1577 loss_giou_3: 0.3254 loss_ce_4: 0.2211 loss_bbox_4: 0.1516 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:44] d2.utils.events INFO: eta: 4:56:14 iter: 386799 total_loss: 4.477 loss_ce: 0.1924 loss_bbox: 0.1499 loss_giou: 0.2663 loss_ce_0: 0.4221 loss_bbox_0: 0.2421 loss_giou_0: 0.4149 loss_ce_1: 0.3038 loss_bbox_1: 0.168 loss_giou_1: 0.309 loss_ce_2: 0.2447 loss_bbox_2: 0.1602 loss_giou_2: 0.2797 loss_ce_3: 0.2114 loss_bbox_3: 0.1533 loss_giou_3: 0.2788 loss_ce_4: 0.1927 loss_bbox_4: 0.1474 loss_giou_4: 0.2679 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:49] d2.utils.events INFO: eta: 4:56:12 iter: 386819 total_loss: 4.947 loss_ce: 0.2191 loss_bbox: 0.148 loss_giou: 0.3343 loss_ce_0: 0.4363 loss_bbox_0: 0.2595 loss_giou_0: 0.5073 loss_ce_1: 0.3178 loss_bbox_1: 0.1804 loss_giou_1: 0.3852 loss_ce_2: 0.2622 loss_bbox_2: 0.1696 loss_giou_2: 0.3571 loss_ce_3: 0.2334 loss_bbox_3: 0.1562 loss_giou_3: 0.3432 loss_ce_4: 0.2224 loss_bbox_4: 0.1492 loss_giou_4: 0.3351 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 20:47:55] d2.utils.events INFO: eta: 4:56:13 iter: 386839 total_loss: 4.886 loss_ce: 0.204 loss_bbox: 0.1649 loss_giou: 0.3155 loss_ce_0: 0.4332 loss_bbox_0: 0.2735 loss_giou_0: 0.4568 loss_ce_1: 0.3367 loss_bbox_1: 0.1909 loss_giou_1: 0.3512 loss_ce_2: 0.2671 loss_bbox_2: 0.1819 loss_giou_2: 0.3307 loss_ce_3: 0.2323 loss_bbox_3: 0.1733 loss_giou_3: 0.3216 loss_ce_4: 0.207 loss_bbox_4: 0.1696 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:01] d2.utils.events INFO: eta: 4:56:08 iter: 386859 total_loss: 4.589 loss_ce: 0.1955 loss_bbox: 0.1549 loss_giou: 0.2888 loss_ce_0: 0.4287 loss_bbox_0: 0.2652 loss_giou_0: 0.4624 loss_ce_1: 0.3158 loss_bbox_1: 0.182 loss_giou_1: 0.3273 loss_ce_2: 0.2571 loss_bbox_2: 0.1689 loss_giou_2: 0.3032 loss_ce_3: 0.209 loss_bbox_3: 0.1675 loss_giou_3: 0.2966 loss_ce_4: 0.1983 loss_bbox_4: 0.164 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:07] d2.utils.events INFO: eta: 4:55:55 iter: 386879 total_loss: 4.585 loss_ce: 0.2041 loss_bbox: 0.1525 loss_giou: 0.2927 loss_ce_0: 0.4153 loss_bbox_0: 0.2727 loss_giou_0: 0.4611 loss_ce_1: 0.3006 loss_bbox_1: 0.1826 loss_giou_1: 0.3398 loss_ce_2: 0.2389 loss_bbox_2: 0.1635 loss_giou_2: 0.3119 loss_ce_3: 0.2109 loss_bbox_3: 0.1589 loss_giou_3: 0.3048 loss_ce_4: 0.2034 loss_bbox_4: 0.1549 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:13] d2.utils.events INFO: eta: 4:55:57 iter: 386899 total_loss: 5.045 loss_ce: 0.207 loss_bbox: 0.1555 loss_giou: 0.3411 loss_ce_0: 0.434 loss_bbox_0: 0.2632 loss_giou_0: 0.4994 loss_ce_1: 0.3253 loss_bbox_1: 0.189 loss_giou_1: 0.3798 loss_ce_2: 0.2606 loss_bbox_2: 0.1689 loss_giou_2: 0.3656 loss_ce_3: 0.2215 loss_bbox_3: 0.159 loss_giou_3: 0.3499 loss_ce_4: 0.2069 loss_bbox_4: 0.1543 loss_giou_4: 0.3431 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:18] d2.utils.events INFO: eta: 4:55:51 iter: 386919 total_loss: 4.645 loss_ce: 0.1934 loss_bbox: 0.1507 loss_giou: 0.3054 loss_ce_0: 0.4275 loss_bbox_0: 0.2575 loss_giou_0: 0.4771 loss_ce_1: 0.31 loss_bbox_1: 0.1734 loss_giou_1: 0.3509 loss_ce_2: 0.2419 loss_bbox_2: 0.1628 loss_giou_2: 0.3219 loss_ce_3: 0.213 loss_bbox_3: 0.1538 loss_giou_3: 0.3161 loss_ce_4: 0.1974 loss_bbox_4: 0.1514 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0174 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:24] d2.utils.events INFO: eta: 4:55:38 iter: 386939 total_loss: 4.722 loss_ce: 0.2097 loss_bbox: 0.1548 loss_giou: 0.2988 loss_ce_0: 0.4292 loss_bbox_0: 0.2625 loss_giou_0: 0.463 loss_ce_1: 0.3135 loss_bbox_1: 0.1867 loss_giou_1: 0.3436 loss_ce_2: 0.2519 loss_bbox_2: 0.1686 loss_giou_2: 0.3235 loss_ce_3: 0.2223 loss_bbox_3: 0.1601 loss_giou_3: 0.3049 loss_ce_4: 0.2202 loss_bbox_4: 0.1588 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:29] d2.utils.events INFO: eta: 4:55:29 iter: 386959 total_loss: 4.616 loss_ce: 0.198 loss_bbox: 0.157 loss_giou: 0.2831 loss_ce_0: 0.4236 loss_bbox_0: 0.2708 loss_giou_0: 0.4463 loss_ce_1: 0.3172 loss_bbox_1: 0.1931 loss_giou_1: 0.3238 loss_ce_2: 0.2503 loss_bbox_2: 0.171 loss_giou_2: 0.2978 loss_ce_3: 0.222 loss_bbox_3: 0.1637 loss_giou_3: 0.292 loss_ce_4: 0.1953 loss_bbox_4: 0.1606 loss_giou_4: 0.2873 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:35] d2.utils.events INFO: eta: 4:55:21 iter: 386979 total_loss: 4.693 loss_ce: 0.2029 loss_bbox: 0.1411 loss_giou: 0.2943 loss_ce_0: 0.4302 loss_bbox_0: 0.2547 loss_giou_0: 0.4801 loss_ce_1: 0.3265 loss_bbox_1: 0.1679 loss_giou_1: 0.3554 loss_ce_2: 0.253 loss_bbox_2: 0.1567 loss_giou_2: 0.3223 loss_ce_3: 0.2164 loss_bbox_3: 0.1451 loss_giou_3: 0.3059 loss_ce_4: 0.2104 loss_bbox_4: 0.143 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:41] d2.utils.events INFO: eta: 4:55:15 iter: 386999 total_loss: 4.885 loss_ce: 0.2114 loss_bbox: 0.155 loss_giou: 0.2984 loss_ce_0: 0.4519 loss_bbox_0: 0.2592 loss_giou_0: 0.4475 loss_ce_1: 0.3173 loss_bbox_1: 0.1816 loss_giou_1: 0.346 loss_ce_2: 0.2762 loss_bbox_2: 0.1651 loss_giou_2: 0.3167 loss_ce_3: 0.2415 loss_bbox_3: 0.1596 loss_giou_3: 0.312 loss_ce_4: 0.2153 loss_bbox_4: 0.1582 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:46] d2.utils.events INFO: eta: 4:55:09 iter: 387019 total_loss: 4.669 loss_ce: 0.1929 loss_bbox: 0.1478 loss_giou: 0.2996 loss_ce_0: 0.4316 loss_bbox_0: 0.2555 loss_giou_0: 0.4764 loss_ce_1: 0.3086 loss_bbox_1: 0.179 loss_giou_1: 0.3425 loss_ce_2: 0.2466 loss_bbox_2: 0.1646 loss_giou_2: 0.3181 loss_ce_3: 0.2201 loss_bbox_3: 0.1498 loss_giou_3: 0.313 loss_ce_4: 0.2042 loss_bbox_4: 0.1508 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:52] d2.utils.events INFO: eta: 4:55:07 iter: 387039 total_loss: 4.789 loss_ce: 0.2207 loss_bbox: 0.1609 loss_giou: 0.3077 loss_ce_0: 0.4374 loss_bbox_0: 0.2866 loss_giou_0: 0.4753 loss_ce_1: 0.3252 loss_bbox_1: 0.1899 loss_giou_1: 0.3583 loss_ce_2: 0.2599 loss_bbox_2: 0.1758 loss_giou_2: 0.3289 loss_ce_3: 0.2311 loss_bbox_3: 0.1682 loss_giou_3: 0.3204 loss_ce_4: 0.2165 loss_bbox_4: 0.1632 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 20:48:58] d2.utils.events INFO: eta: 4:55:08 iter: 387059 total_loss: 4.965 loss_ce: 0.2141 loss_bbox: 0.1601 loss_giou: 0.3162 loss_ce_0: 0.4518 loss_bbox_0: 0.2681 loss_giou_0: 0.5005 loss_ce_1: 0.3383 loss_bbox_1: 0.1923 loss_giou_1: 0.3788 loss_ce_2: 0.2696 loss_bbox_2: 0.1724 loss_giou_2: 0.3444 loss_ce_3: 0.2353 loss_bbox_3: 0.1667 loss_giou_3: 0.3279 loss_ce_4: 0.2187 loss_bbox_4: 0.1631 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:04] d2.utils.events INFO: eta: 4:55:03 iter: 387079 total_loss: 4.754 loss_ce: 0.2276 loss_bbox: 0.1587 loss_giou: 0.2918 loss_ce_0: 0.4346 loss_bbox_0: 0.2689 loss_giou_0: 0.4472 loss_ce_1: 0.3178 loss_bbox_1: 0.1893 loss_giou_1: 0.3298 loss_ce_2: 0.2644 loss_bbox_2: 0.1717 loss_giou_2: 0.303 loss_ce_3: 0.2339 loss_bbox_3: 0.1656 loss_giou_3: 0.298 loss_ce_4: 0.2259 loss_bbox_4: 0.1624 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:10] d2.utils.events INFO: eta: 4:54:50 iter: 387099 total_loss: 4.791 loss_ce: 0.2062 loss_bbox: 0.1573 loss_giou: 0.3044 loss_ce_0: 0.4307 loss_bbox_0: 0.2581 loss_giou_0: 0.4608 loss_ce_1: 0.3107 loss_bbox_1: 0.1812 loss_giou_1: 0.3417 loss_ce_2: 0.251 loss_bbox_2: 0.1668 loss_giou_2: 0.3222 loss_ce_3: 0.2284 loss_bbox_3: 0.1616 loss_giou_3: 0.315 loss_ce_4: 0.2156 loss_bbox_4: 0.1581 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:15] d2.utils.events INFO: eta: 4:54:48 iter: 387119 total_loss: 4.611 loss_ce: 0.2039 loss_bbox: 0.1593 loss_giou: 0.2919 loss_ce_0: 0.4102 loss_bbox_0: 0.2701 loss_giou_0: 0.4492 loss_ce_1: 0.2936 loss_bbox_1: 0.1912 loss_giou_1: 0.3348 loss_ce_2: 0.2462 loss_bbox_2: 0.1775 loss_giou_2: 0.3109 loss_ce_3: 0.2149 loss_bbox_3: 0.1662 loss_giou_3: 0.2958 loss_ce_4: 0.2038 loss_bbox_4: 0.1625 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:21] d2.utils.events INFO: eta: 4:54:51 iter: 387139 total_loss: 4.739 loss_ce: 0.1956 loss_bbox: 0.1554 loss_giou: 0.3109 loss_ce_0: 0.4357 loss_bbox_0: 0.2659 loss_giou_0: 0.4862 loss_ce_1: 0.3157 loss_bbox_1: 0.1848 loss_giou_1: 0.3491 loss_ce_2: 0.2643 loss_bbox_2: 0.1691 loss_giou_2: 0.3327 loss_ce_3: 0.2133 loss_bbox_3: 0.1574 loss_giou_3: 0.3171 loss_ce_4: 0.2017 loss_bbox_4: 0.156 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:27] d2.utils.events INFO: eta: 4:54:49 iter: 387159 total_loss: 4.813 loss_ce: 0.212 loss_bbox: 0.161 loss_giou: 0.2924 loss_ce_0: 0.4305 loss_bbox_0: 0.2766 loss_giou_0: 0.4592 loss_ce_1: 0.3177 loss_bbox_1: 0.1931 loss_giou_1: 0.3357 loss_ce_2: 0.2552 loss_bbox_2: 0.1786 loss_giou_2: 0.317 loss_ce_3: 0.2243 loss_bbox_3: 0.17 loss_giou_3: 0.3056 loss_ce_4: 0.2152 loss_bbox_4: 0.1674 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:32] d2.utils.events INFO: eta: 4:54:50 iter: 387179 total_loss: 4.878 loss_ce: 0.2112 loss_bbox: 0.1495 loss_giou: 0.3046 loss_ce_0: 0.4386 loss_bbox_0: 0.2616 loss_giou_0: 0.4926 loss_ce_1: 0.3212 loss_bbox_1: 0.1823 loss_giou_1: 0.3581 loss_ce_2: 0.2634 loss_bbox_2: 0.1639 loss_giou_2: 0.3283 loss_ce_3: 0.2291 loss_bbox_3: 0.1532 loss_giou_3: 0.3149 loss_ce_4: 0.2145 loss_bbox_4: 0.1492 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:38] d2.utils.events INFO: eta: 4:54:45 iter: 387199 total_loss: 4.757 loss_ce: 0.2037 loss_bbox: 0.1571 loss_giou: 0.3067 loss_ce_0: 0.4263 loss_bbox_0: 0.2664 loss_giou_0: 0.464 loss_ce_1: 0.3147 loss_bbox_1: 0.1901 loss_giou_1: 0.3458 loss_ce_2: 0.2625 loss_bbox_2: 0.1762 loss_giou_2: 0.3204 loss_ce_3: 0.2256 loss_bbox_3: 0.1682 loss_giou_3: 0.3135 loss_ce_4: 0.2097 loss_bbox_4: 0.1602 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:44] d2.utils.events INFO: eta: 4:54:43 iter: 387219 total_loss: 4.993 loss_ce: 0.2285 loss_bbox: 0.1581 loss_giou: 0.3078 loss_ce_0: 0.4445 loss_bbox_0: 0.2762 loss_giou_0: 0.4821 loss_ce_1: 0.3353 loss_bbox_1: 0.1891 loss_giou_1: 0.3543 loss_ce_2: 0.2794 loss_bbox_2: 0.17 loss_giou_2: 0.3265 loss_ce_3: 0.2458 loss_bbox_3: 0.1644 loss_giou_3: 0.3197 loss_ce_4: 0.2289 loss_bbox_4: 0.1611 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:49] d2.utils.events INFO: eta: 4:54:35 iter: 387239 total_loss: 5.071 loss_ce: 0.2258 loss_bbox: 0.1632 loss_giou: 0.323 loss_ce_0: 0.429 loss_bbox_0: 0.2684 loss_giou_0: 0.4923 loss_ce_1: 0.3192 loss_bbox_1: 0.1789 loss_giou_1: 0.3687 loss_ce_2: 0.2622 loss_bbox_2: 0.1757 loss_giou_2: 0.343 loss_ce_3: 0.2353 loss_bbox_3: 0.1741 loss_giou_3: 0.3327 loss_ce_4: 0.2304 loss_bbox_4: 0.1666 loss_giou_4: 0.3303 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 20:49:55] d2.utils.events INFO: eta: 4:54:29 iter: 387259 total_loss: 5.121 loss_ce: 0.2263 loss_bbox: 0.1589 loss_giou: 0.3285 loss_ce_0: 0.4515 loss_bbox_0: 0.2735 loss_giou_0: 0.5068 loss_ce_1: 0.3265 loss_bbox_1: 0.195 loss_giou_1: 0.3817 loss_ce_2: 0.2714 loss_bbox_2: 0.1764 loss_giou_2: 0.3479 loss_ce_3: 0.2365 loss_bbox_3: 0.1684 loss_giou_3: 0.3374 loss_ce_4: 0.2289 loss_bbox_4: 0.16 loss_giou_4: 0.3363 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:01] d2.utils.events INFO: eta: 4:54:27 iter: 387279 total_loss: 4.877 loss_ce: 0.2211 loss_bbox: 0.1575 loss_giou: 0.2986 loss_ce_0: 0.4437 loss_bbox_0: 0.2807 loss_giou_0: 0.463 loss_ce_1: 0.3311 loss_bbox_1: 0.19 loss_giou_1: 0.3427 loss_ce_2: 0.2689 loss_bbox_2: 0.1728 loss_giou_2: 0.3177 loss_ce_3: 0.2349 loss_bbox_3: 0.1677 loss_giou_3: 0.3192 loss_ce_4: 0.2227 loss_bbox_4: 0.1606 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:07] d2.utils.events INFO: eta: 4:54:19 iter: 387299 total_loss: 5.047 loss_ce: 0.2093 loss_bbox: 0.1657 loss_giou: 0.3118 loss_ce_0: 0.4356 loss_bbox_0: 0.2766 loss_giou_0: 0.4421 loss_ce_1: 0.3241 loss_bbox_1: 0.2013 loss_giou_1: 0.3475 loss_ce_2: 0.2621 loss_bbox_2: 0.1823 loss_giou_2: 0.3267 loss_ce_3: 0.2309 loss_bbox_3: 0.1742 loss_giou_3: 0.3201 loss_ce_4: 0.2127 loss_bbox_4: 0.1674 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:12] d2.utils.events INFO: eta: 4:54:17 iter: 387319 total_loss: 4.852 loss_ce: 0.2084 loss_bbox: 0.1481 loss_giou: 0.3016 loss_ce_0: 0.4269 loss_bbox_0: 0.2691 loss_giou_0: 0.4799 loss_ce_1: 0.3059 loss_bbox_1: 0.1802 loss_giou_1: 0.359 loss_ce_2: 0.2453 loss_bbox_2: 0.1628 loss_giou_2: 0.3317 loss_ce_3: 0.2225 loss_bbox_3: 0.1579 loss_giou_3: 0.3136 loss_ce_4: 0.2119 loss_bbox_4: 0.1509 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:18] d2.utils.events INFO: eta: 4:54:06 iter: 387339 total_loss: 5.101 loss_ce: 0.2274 loss_bbox: 0.1632 loss_giou: 0.3199 loss_ce_0: 0.4496 loss_bbox_0: 0.2727 loss_giou_0: 0.4875 loss_ce_1: 0.3581 loss_bbox_1: 0.1963 loss_giou_1: 0.3693 loss_ce_2: 0.2842 loss_bbox_2: 0.1715 loss_giou_2: 0.3389 loss_ce_3: 0.2543 loss_bbox_3: 0.1668 loss_giou_3: 0.324 loss_ce_4: 0.2304 loss_bbox_4: 0.1642 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:24] d2.utils.events INFO: eta: 4:54:02 iter: 387359 total_loss: 4.835 loss_ce: 0.2186 loss_bbox: 0.1538 loss_giou: 0.3154 loss_ce_0: 0.4241 loss_bbox_0: 0.2633 loss_giou_0: 0.4564 loss_ce_1: 0.3249 loss_bbox_1: 0.1838 loss_giou_1: 0.3413 loss_ce_2: 0.2693 loss_bbox_2: 0.1669 loss_giou_2: 0.3119 loss_ce_3: 0.2406 loss_bbox_3: 0.1629 loss_giou_3: 0.3101 loss_ce_4: 0.2247 loss_bbox_4: 0.1579 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:29] d2.utils.events INFO: eta: 4:53:55 iter: 387379 total_loss: 4.812 loss_ce: 0.2021 loss_bbox: 0.1579 loss_giou: 0.2912 loss_ce_0: 0.4288 loss_bbox_0: 0.2715 loss_giou_0: 0.467 loss_ce_1: 0.3145 loss_bbox_1: 0.1877 loss_giou_1: 0.3405 loss_ce_2: 0.2555 loss_bbox_2: 0.1692 loss_giou_2: 0.3112 loss_ce_3: 0.2216 loss_bbox_3: 0.1592 loss_giou_3: 0.3025 loss_ce_4: 0.2057 loss_bbox_4: 0.1609 loss_giou_4: 0.2932 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:35] d2.utils.events INFO: eta: 4:53:52 iter: 387399 total_loss: 4.885 loss_ce: 0.2055 loss_bbox: 0.1473 loss_giou: 0.3199 loss_ce_0: 0.4271 loss_bbox_0: 0.2678 loss_giou_0: 0.4827 loss_ce_1: 0.3141 loss_bbox_1: 0.1761 loss_giou_1: 0.3604 loss_ce_2: 0.2512 loss_bbox_2: 0.1617 loss_giou_2: 0.3408 loss_ce_3: 0.2219 loss_bbox_3: 0.1548 loss_giou_3: 0.327 loss_ce_4: 0.2103 loss_bbox_4: 0.15 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0206 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:41] d2.utils.events INFO: eta: 4:53:47 iter: 387419 total_loss: 4.442 loss_ce: 0.1797 loss_bbox: 0.1532 loss_giou: 0.2865 loss_ce_0: 0.4136 loss_bbox_0: 0.2626 loss_giou_0: 0.4375 loss_ce_1: 0.2917 loss_bbox_1: 0.1773 loss_giou_1: 0.3225 loss_ce_2: 0.2273 loss_bbox_2: 0.1635 loss_giou_2: 0.303 loss_ce_3: 0.1902 loss_bbox_3: 0.1595 loss_giou_3: 0.2963 loss_ce_4: 0.1825 loss_bbox_4: 0.1551 loss_giou_4: 0.2908 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:46] d2.utils.events INFO: eta: 4:53:41 iter: 387439 total_loss: 4.892 loss_ce: 0.1947 loss_bbox: 0.1545 loss_giou: 0.3248 loss_ce_0: 0.4362 loss_bbox_0: 0.2565 loss_giou_0: 0.4914 loss_ce_1: 0.3142 loss_bbox_1: 0.1827 loss_giou_1: 0.3636 loss_ce_2: 0.2447 loss_bbox_2: 0.169 loss_giou_2: 0.3387 loss_ce_3: 0.2156 loss_bbox_3: 0.162 loss_giou_3: 0.3235 loss_ce_4: 0.1982 loss_bbox_4: 0.1549 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:52] d2.utils.events INFO: eta: 4:53:31 iter: 387459 total_loss: 4.772 loss_ce: 0.1947 loss_bbox: 0.1564 loss_giou: 0.3107 loss_ce_0: 0.4077 loss_bbox_0: 0.2552 loss_giou_0: 0.4522 loss_ce_1: 0.3045 loss_bbox_1: 0.1803 loss_giou_1: 0.3568 loss_ce_2: 0.2475 loss_bbox_2: 0.1632 loss_giou_2: 0.3306 loss_ce_3: 0.2072 loss_bbox_3: 0.1579 loss_giou_3: 0.3193 loss_ce_4: 0.1963 loss_bbox_4: 0.1592 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 20:50:58] d2.utils.events INFO: eta: 4:53:24 iter: 387479 total_loss: 4.773 loss_ce: 0.1928 loss_bbox: 0.1525 loss_giou: 0.3027 loss_ce_0: 0.4242 loss_bbox_0: 0.2677 loss_giou_0: 0.4602 loss_ce_1: 0.3136 loss_bbox_1: 0.1858 loss_giou_1: 0.3483 loss_ce_2: 0.2497 loss_bbox_2: 0.1682 loss_giou_2: 0.3204 loss_ce_3: 0.226 loss_bbox_3: 0.1631 loss_giou_3: 0.3124 loss_ce_4: 0.2032 loss_bbox_4: 0.1578 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:03] d2.utils.events INFO: eta: 4:53:15 iter: 387499 total_loss: 4.863 loss_ce: 0.2191 loss_bbox: 0.1506 loss_giou: 0.3098 loss_ce_0: 0.4311 loss_bbox_0: 0.2591 loss_giou_0: 0.4845 loss_ce_1: 0.3247 loss_bbox_1: 0.1841 loss_giou_1: 0.3543 loss_ce_2: 0.2618 loss_bbox_2: 0.1678 loss_giou_2: 0.3229 loss_ce_3: 0.2358 loss_bbox_3: 0.1595 loss_giou_3: 0.3124 loss_ce_4: 0.2178 loss_bbox_4: 0.1513 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:09] d2.utils.events INFO: eta: 4:53:09 iter: 387519 total_loss: 4.699 loss_ce: 0.1967 loss_bbox: 0.1521 loss_giou: 0.2996 loss_ce_0: 0.4295 loss_bbox_0: 0.2633 loss_giou_0: 0.4525 loss_ce_1: 0.3185 loss_bbox_1: 0.1805 loss_giou_1: 0.35 loss_ce_2: 0.2545 loss_bbox_2: 0.1633 loss_giou_2: 0.3234 loss_ce_3: 0.2157 loss_bbox_3: 0.155 loss_giou_3: 0.3097 loss_ce_4: 0.1993 loss_bbox_4: 0.1509 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:15] d2.utils.events INFO: eta: 4:53:02 iter: 387539 total_loss: 4.523 loss_ce: 0.2069 loss_bbox: 0.1552 loss_giou: 0.2837 loss_ce_0: 0.4273 loss_bbox_0: 0.2524 loss_giou_0: 0.428 loss_ce_1: 0.3124 loss_bbox_1: 0.182 loss_giou_1: 0.3232 loss_ce_2: 0.24 loss_bbox_2: 0.1652 loss_giou_2: 0.3039 loss_ce_3: 0.2201 loss_bbox_3: 0.158 loss_giou_3: 0.2932 loss_ce_4: 0.2021 loss_bbox_4: 0.1541 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:20] d2.utils.events INFO: eta: 4:52:53 iter: 387559 total_loss: 4.822 loss_ce: 0.2063 loss_bbox: 0.1554 loss_giou: 0.2966 loss_ce_0: 0.4235 loss_bbox_0: 0.2633 loss_giou_0: 0.4707 loss_ce_1: 0.3176 loss_bbox_1: 0.1946 loss_giou_1: 0.3471 loss_ce_2: 0.2557 loss_bbox_2: 0.1783 loss_giou_2: 0.3178 loss_ce_3: 0.2298 loss_bbox_3: 0.1673 loss_giou_3: 0.3053 loss_ce_4: 0.2063 loss_bbox_4: 0.1595 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:26] d2.utils.events INFO: eta: 4:52:47 iter: 387579 total_loss: 4.928 loss_ce: 0.213 loss_bbox: 0.1628 loss_giou: 0.2975 loss_ce_0: 0.435 loss_bbox_0: 0.2707 loss_giou_0: 0.4805 loss_ce_1: 0.3178 loss_bbox_1: 0.1923 loss_giou_1: 0.3494 loss_ce_2: 0.2715 loss_bbox_2: 0.1732 loss_giou_2: 0.3176 loss_ce_3: 0.2339 loss_bbox_3: 0.1724 loss_giou_3: 0.3115 loss_ce_4: 0.2241 loss_bbox_4: 0.1675 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:32] d2.utils.events INFO: eta: 4:52:42 iter: 387599 total_loss: 4.913 loss_ce: 0.2149 loss_bbox: 0.1609 loss_giou: 0.3074 loss_ce_0: 0.4243 loss_bbox_0: 0.2708 loss_giou_0: 0.4667 loss_ce_1: 0.3148 loss_bbox_1: 0.1835 loss_giou_1: 0.3477 loss_ce_2: 0.2621 loss_bbox_2: 0.1721 loss_giou_2: 0.3269 loss_ce_3: 0.2358 loss_bbox_3: 0.1672 loss_giou_3: 0.3201 loss_ce_4: 0.2157 loss_bbox_4: 0.1658 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:37] d2.utils.events INFO: eta: 4:52:33 iter: 387619 total_loss: 5.1 loss_ce: 0.216 loss_bbox: 0.1574 loss_giou: 0.3165 loss_ce_0: 0.4426 loss_bbox_0: 0.2752 loss_giou_0: 0.4926 loss_ce_1: 0.3294 loss_bbox_1: 0.1925 loss_giou_1: 0.3646 loss_ce_2: 0.2613 loss_bbox_2: 0.1799 loss_giou_2: 0.3357 loss_ce_3: 0.238 loss_bbox_3: 0.1651 loss_giou_3: 0.3297 loss_ce_4: 0.223 loss_bbox_4: 0.1594 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:43] d2.utils.events INFO: eta: 4:52:30 iter: 387639 total_loss: 4.785 loss_ce: 0.1957 loss_bbox: 0.1619 loss_giou: 0.3099 loss_ce_0: 0.418 loss_bbox_0: 0.2706 loss_giou_0: 0.4643 loss_ce_1: 0.3111 loss_bbox_1: 0.1925 loss_giou_1: 0.3563 loss_ce_2: 0.2466 loss_bbox_2: 0.1729 loss_giou_2: 0.3277 loss_ce_3: 0.2156 loss_bbox_3: 0.165 loss_giou_3: 0.317 loss_ce_4: 0.1984 loss_bbox_4: 0.1598 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:49] d2.utils.events INFO: eta: 4:52:25 iter: 387659 total_loss: 4.764 loss_ce: 0.1978 loss_bbox: 0.1632 loss_giou: 0.2874 loss_ce_0: 0.4318 loss_bbox_0: 0.2724 loss_giou_0: 0.4532 loss_ce_1: 0.32 loss_bbox_1: 0.1969 loss_giou_1: 0.3413 loss_ce_2: 0.2601 loss_bbox_2: 0.1827 loss_giou_2: 0.3136 loss_ce_3: 0.215 loss_bbox_3: 0.1754 loss_giou_3: 0.3015 loss_ce_4: 0.2018 loss_bbox_4: 0.1647 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 20:51:54] d2.utils.events INFO: eta: 4:52:23 iter: 387679 total_loss: 4.772 loss_ce: 0.215 loss_bbox: 0.1639 loss_giou: 0.2911 loss_ce_0: 0.4358 loss_bbox_0: 0.2729 loss_giou_0: 0.4364 loss_ce_1: 0.3157 loss_bbox_1: 0.1865 loss_giou_1: 0.3318 loss_ce_2: 0.2559 loss_bbox_2: 0.1748 loss_giou_2: 0.3129 loss_ce_3: 0.2326 loss_bbox_3: 0.1696 loss_giou_3: 0.3013 loss_ce_4: 0.2101 loss_bbox_4: 0.1633 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:00] d2.utils.events INFO: eta: 4:52:18 iter: 387699 total_loss: 4.986 loss_ce: 0.2171 loss_bbox: 0.1505 loss_giou: 0.3067 loss_ce_0: 0.4414 loss_bbox_0: 0.2684 loss_giou_0: 0.4846 loss_ce_1: 0.3211 loss_bbox_1: 0.1935 loss_giou_1: 0.3648 loss_ce_2: 0.2714 loss_bbox_2: 0.1716 loss_giou_2: 0.333 loss_ce_3: 0.2326 loss_bbox_3: 0.1605 loss_giou_3: 0.3196 loss_ce_4: 0.2199 loss_bbox_4: 0.1548 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:06] d2.utils.events INFO: eta: 4:52:13 iter: 387719 total_loss: 4.694 loss_ce: 0.187 loss_bbox: 0.1697 loss_giou: 0.2953 loss_ce_0: 0.4159 loss_bbox_0: 0.2768 loss_giou_0: 0.4689 loss_ce_1: 0.3172 loss_bbox_1: 0.1985 loss_giou_1: 0.3374 loss_ce_2: 0.2503 loss_bbox_2: 0.1745 loss_giou_2: 0.3121 loss_ce_3: 0.1966 loss_bbox_3: 0.1749 loss_giou_3: 0.3049 loss_ce_4: 0.189 loss_bbox_4: 0.1719 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:11] d2.utils.events INFO: eta: 4:52:02 iter: 387739 total_loss: 4.681 loss_ce: 0.1901 loss_bbox: 0.1437 loss_giou: 0.298 loss_ce_0: 0.398 loss_bbox_0: 0.2531 loss_giou_0: 0.4553 loss_ce_1: 0.3015 loss_bbox_1: 0.171 loss_giou_1: 0.3357 loss_ce_2: 0.2506 loss_bbox_2: 0.1551 loss_giou_2: 0.3101 loss_ce_3: 0.224 loss_bbox_3: 0.1461 loss_giou_3: 0.3043 loss_ce_4: 0.1982 loss_bbox_4: 0.1451 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:17] d2.utils.events INFO: eta: 4:51:59 iter: 387759 total_loss: 4.836 loss_ce: 0.2056 loss_bbox: 0.1463 loss_giou: 0.3002 loss_ce_0: 0.4374 loss_bbox_0: 0.259 loss_giou_0: 0.4841 loss_ce_1: 0.3255 loss_bbox_1: 0.1769 loss_giou_1: 0.3607 loss_ce_2: 0.2638 loss_bbox_2: 0.1555 loss_giou_2: 0.3255 loss_ce_3: 0.222 loss_bbox_3: 0.1529 loss_giou_3: 0.3115 loss_ce_4: 0.2052 loss_bbox_4: 0.1487 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:23] d2.utils.events INFO: eta: 4:51:51 iter: 387779 total_loss: 4.754 loss_ce: 0.2018 loss_bbox: 0.1637 loss_giou: 0.3102 loss_ce_0: 0.428 loss_bbox_0: 0.2667 loss_giou_0: 0.468 loss_ce_1: 0.3321 loss_bbox_1: 0.1865 loss_giou_1: 0.3532 loss_ce_2: 0.2583 loss_bbox_2: 0.1721 loss_giou_2: 0.3323 loss_ce_3: 0.2284 loss_bbox_3: 0.1615 loss_giou_3: 0.3189 loss_ce_4: 0.2115 loss_bbox_4: 0.1617 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:28] d2.utils.events INFO: eta: 4:51:49 iter: 387799 total_loss: 4.589 loss_ce: 0.199 loss_bbox: 0.1431 loss_giou: 0.2873 loss_ce_0: 0.4306 loss_bbox_0: 0.25 loss_giou_0: 0.4475 loss_ce_1: 0.3177 loss_bbox_1: 0.1732 loss_giou_1: 0.3364 loss_ce_2: 0.2525 loss_bbox_2: 0.159 loss_giou_2: 0.3063 loss_ce_3: 0.2174 loss_bbox_3: 0.1507 loss_giou_3: 0.2986 loss_ce_4: 0.1974 loss_bbox_4: 0.1451 loss_giou_4: 0.2932 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:34] d2.utils.events INFO: eta: 4:51:32 iter: 387819 total_loss: 4.671 loss_ce: 0.2011 loss_bbox: 0.1443 loss_giou: 0.2782 loss_ce_0: 0.4316 loss_bbox_0: 0.2604 loss_giou_0: 0.432 loss_ce_1: 0.3021 loss_bbox_1: 0.1776 loss_giou_1: 0.3346 loss_ce_2: 0.2423 loss_bbox_2: 0.1605 loss_giou_2: 0.3083 loss_ce_3: 0.2114 loss_bbox_3: 0.1523 loss_giou_3: 0.2904 loss_ce_4: 0.2042 loss_bbox_4: 0.1468 loss_giou_4: 0.2853 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:40] d2.utils.events INFO: eta: 4:51:26 iter: 387839 total_loss: 4.806 loss_ce: 0.2084 loss_bbox: 0.1506 loss_giou: 0.3035 loss_ce_0: 0.436 loss_bbox_0: 0.2507 loss_giou_0: 0.4765 loss_ce_1: 0.3276 loss_bbox_1: 0.179 loss_giou_1: 0.3456 loss_ce_2: 0.2569 loss_bbox_2: 0.1658 loss_giou_2: 0.3161 loss_ce_3: 0.2219 loss_bbox_3: 0.1554 loss_giou_3: 0.3125 loss_ce_4: 0.2145 loss_bbox_4: 0.152 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:45] d2.utils.events INFO: eta: 4:51:13 iter: 387859 total_loss: 4.882 loss_ce: 0.1969 loss_bbox: 0.151 loss_giou: 0.2909 loss_ce_0: 0.444 loss_bbox_0: 0.251 loss_giou_0: 0.478 loss_ce_1: 0.3275 loss_bbox_1: 0.1743 loss_giou_1: 0.3512 loss_ce_2: 0.2636 loss_bbox_2: 0.1573 loss_giou_2: 0.3191 loss_ce_3: 0.2194 loss_bbox_3: 0.1501 loss_giou_3: 0.3072 loss_ce_4: 0.2024 loss_bbox_4: 0.1492 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:51] d2.utils.events INFO: eta: 4:51:15 iter: 387879 total_loss: 4.709 loss_ce: 0.2023 loss_bbox: 0.1451 loss_giou: 0.292 loss_ce_0: 0.4404 loss_bbox_0: 0.2536 loss_giou_0: 0.4536 loss_ce_1: 0.3309 loss_bbox_1: 0.1729 loss_giou_1: 0.3388 loss_ce_2: 0.2665 loss_bbox_2: 0.1562 loss_giou_2: 0.3113 loss_ce_3: 0.2277 loss_bbox_3: 0.1517 loss_giou_3: 0.3057 loss_ce_4: 0.2107 loss_bbox_4: 0.1465 loss_giou_4: 0.2955 time: 0.2800 data_time: 0.0208 lr: 2.5e-06 max_mem: 5427M [11/03 20:52:57] d2.utils.events INFO: eta: 4:51:09 iter: 387899 total_loss: 4.808 loss_ce: 0.2081 loss_bbox: 0.1542 loss_giou: 0.3048 loss_ce_0: 0.4293 loss_bbox_0: 0.261 loss_giou_0: 0.4734 loss_ce_1: 0.3182 loss_bbox_1: 0.1873 loss_giou_1: 0.3398 loss_ce_2: 0.2621 loss_bbox_2: 0.1681 loss_giou_2: 0.3234 loss_ce_3: 0.2332 loss_bbox_3: 0.1612 loss_giou_3: 0.3145 loss_ce_4: 0.2103 loss_bbox_4: 0.1543 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:02] d2.utils.events INFO: eta: 4:51:04 iter: 387919 total_loss: 4.521 loss_ce: 0.1883 loss_bbox: 0.1494 loss_giou: 0.2896 loss_ce_0: 0.4268 loss_bbox_0: 0.259 loss_giou_0: 0.4509 loss_ce_1: 0.3017 loss_bbox_1: 0.1826 loss_giou_1: 0.3404 loss_ce_2: 0.2502 loss_bbox_2: 0.1655 loss_giou_2: 0.3127 loss_ce_3: 0.2165 loss_bbox_3: 0.1575 loss_giou_3: 0.3015 loss_ce_4: 0.201 loss_bbox_4: 0.1529 loss_giou_4: 0.2945 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:08] d2.utils.events INFO: eta: 4:50:59 iter: 387939 total_loss: 4.549 loss_ce: 0.1899 loss_bbox: 0.1474 loss_giou: 0.2982 loss_ce_0: 0.4151 loss_bbox_0: 0.2535 loss_giou_0: 0.4579 loss_ce_1: 0.3014 loss_bbox_1: 0.1799 loss_giou_1: 0.3404 loss_ce_2: 0.2441 loss_bbox_2: 0.161 loss_giou_2: 0.316 loss_ce_3: 0.212 loss_bbox_3: 0.1523 loss_giou_3: 0.3019 loss_ce_4: 0.191 loss_bbox_4: 0.1509 loss_giou_4: 0.3002 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:14] d2.utils.events INFO: eta: 4:50:54 iter: 387959 total_loss: 4.728 loss_ce: 0.2029 loss_bbox: 0.1695 loss_giou: 0.2967 loss_ce_0: 0.4333 loss_bbox_0: 0.2725 loss_giou_0: 0.4421 loss_ce_1: 0.2988 loss_bbox_1: 0.1953 loss_giou_1: 0.3371 loss_ce_2: 0.2473 loss_bbox_2: 0.1813 loss_giou_2: 0.3235 loss_ce_3: 0.2239 loss_bbox_3: 0.1766 loss_giou_3: 0.3174 loss_ce_4: 0.2048 loss_bbox_4: 0.1748 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:19] d2.utils.events INFO: eta: 4:50:45 iter: 387979 total_loss: 4.845 loss_ce: 0.1992 loss_bbox: 0.1623 loss_giou: 0.3054 loss_ce_0: 0.4407 loss_bbox_0: 0.2643 loss_giou_0: 0.4527 loss_ce_1: 0.3272 loss_bbox_1: 0.1883 loss_giou_1: 0.34 loss_ce_2: 0.2534 loss_bbox_2: 0.1767 loss_giou_2: 0.3123 loss_ce_3: 0.2271 loss_bbox_3: 0.1683 loss_giou_3: 0.3063 loss_ce_4: 0.2064 loss_bbox_4: 0.1648 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:25] d2.utils.events INFO: eta: 4:50:33 iter: 387999 total_loss: 4.755 loss_ce: 0.193 loss_bbox: 0.1608 loss_giou: 0.2916 loss_ce_0: 0.4255 loss_bbox_0: 0.2577 loss_giou_0: 0.461 loss_ce_1: 0.3031 loss_bbox_1: 0.1836 loss_giou_1: 0.343 loss_ce_2: 0.2438 loss_bbox_2: 0.172 loss_giou_2: 0.3182 loss_ce_3: 0.2167 loss_bbox_3: 0.165 loss_giou_3: 0.3106 loss_ce_4: 0.202 loss_bbox_4: 0.1607 loss_giou_4: 0.3005 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:31] d2.utils.events INFO: eta: 4:50:23 iter: 388019 total_loss: 4.873 loss_ce: 0.2173 loss_bbox: 0.1515 loss_giou: 0.3169 loss_ce_0: 0.4164 loss_bbox_0: 0.2645 loss_giou_0: 0.4959 loss_ce_1: 0.3147 loss_bbox_1: 0.1774 loss_giou_1: 0.3685 loss_ce_2: 0.2528 loss_bbox_2: 0.163 loss_giou_2: 0.3396 loss_ce_3: 0.2198 loss_bbox_3: 0.1544 loss_giou_3: 0.3253 loss_ce_4: 0.2112 loss_bbox_4: 0.1546 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:36] d2.utils.events INFO: eta: 4:50:15 iter: 388039 total_loss: 4.628 loss_ce: 0.1989 loss_bbox: 0.1543 loss_giou: 0.2957 loss_ce_0: 0.4196 loss_bbox_0: 0.2515 loss_giou_0: 0.4631 loss_ce_1: 0.3017 loss_bbox_1: 0.1746 loss_giou_1: 0.3401 loss_ce_2: 0.2411 loss_bbox_2: 0.1624 loss_giou_2: 0.3113 loss_ce_3: 0.2175 loss_bbox_3: 0.1546 loss_giou_3: 0.3013 loss_ce_4: 0.1976 loss_bbox_4: 0.1554 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:42] d2.utils.events INFO: eta: 4:50:06 iter: 388059 total_loss: 4.622 loss_ce: 0.1958 loss_bbox: 0.1537 loss_giou: 0.2885 loss_ce_0: 0.4222 loss_bbox_0: 0.257 loss_giou_0: 0.4509 loss_ce_1: 0.2947 loss_bbox_1: 0.1769 loss_giou_1: 0.3335 loss_ce_2: 0.2415 loss_bbox_2: 0.1609 loss_giou_2: 0.3033 loss_ce_3: 0.2076 loss_bbox_3: 0.1543 loss_giou_3: 0.2993 loss_ce_4: 0.2011 loss_bbox_4: 0.1501 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:48] d2.utils.events INFO: eta: 4:49:59 iter: 388079 total_loss: 4.802 loss_ce: 0.2001 loss_bbox: 0.1487 loss_giou: 0.3001 loss_ce_0: 0.4279 loss_bbox_0: 0.2547 loss_giou_0: 0.4737 loss_ce_1: 0.3005 loss_bbox_1: 0.1774 loss_giou_1: 0.3535 loss_ce_2: 0.2481 loss_bbox_2: 0.1693 loss_giou_2: 0.3309 loss_ce_3: 0.2127 loss_bbox_3: 0.155 loss_giou_3: 0.3097 loss_ce_4: 0.2056 loss_bbox_4: 0.1512 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:53] d2.utils.events INFO: eta: 4:49:54 iter: 388099 total_loss: 5.167 loss_ce: 0.2232 loss_bbox: 0.1687 loss_giou: 0.3213 loss_ce_0: 0.4357 loss_bbox_0: 0.2751 loss_giou_0: 0.4862 loss_ce_1: 0.3373 loss_bbox_1: 0.1954 loss_giou_1: 0.3678 loss_ce_2: 0.2778 loss_bbox_2: 0.1777 loss_giou_2: 0.3424 loss_ce_3: 0.2551 loss_bbox_3: 0.1734 loss_giou_3: 0.3302 loss_ce_4: 0.223 loss_bbox_4: 0.1668 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 20:53:59] d2.utils.events INFO: eta: 4:49:48 iter: 388119 total_loss: 4.54 loss_ce: 0.1951 loss_bbox: 0.1505 loss_giou: 0.2901 loss_ce_0: 0.4216 loss_bbox_0: 0.2497 loss_giou_0: 0.4423 loss_ce_1: 0.295 loss_bbox_1: 0.1748 loss_giou_1: 0.3323 loss_ce_2: 0.2399 loss_bbox_2: 0.1618 loss_giou_2: 0.31 loss_ce_3: 0.2093 loss_bbox_3: 0.1575 loss_giou_3: 0.3033 loss_ce_4: 0.2002 loss_bbox_4: 0.1547 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0175 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:05] d2.utils.events INFO: eta: 4:49:42 iter: 388139 total_loss: 4.872 loss_ce: 0.2105 loss_bbox: 0.1523 loss_giou: 0.3062 loss_ce_0: 0.4261 loss_bbox_0: 0.2542 loss_giou_0: 0.4694 loss_ce_1: 0.3129 loss_bbox_1: 0.1825 loss_giou_1: 0.3559 loss_ce_2: 0.2529 loss_bbox_2: 0.1667 loss_giou_2: 0.3209 loss_ce_3: 0.2224 loss_bbox_3: 0.1589 loss_giou_3: 0.3124 loss_ce_4: 0.2163 loss_bbox_4: 0.1531 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:11] d2.utils.events INFO: eta: 4:49:39 iter: 388159 total_loss: 4.495 loss_ce: 0.1951 loss_bbox: 0.147 loss_giou: 0.2777 loss_ce_0: 0.406 loss_bbox_0: 0.2678 loss_giou_0: 0.4397 loss_ce_1: 0.2954 loss_bbox_1: 0.1824 loss_giou_1: 0.3255 loss_ce_2: 0.2398 loss_bbox_2: 0.1614 loss_giou_2: 0.2999 loss_ce_3: 0.2144 loss_bbox_3: 0.1532 loss_giou_3: 0.2861 loss_ce_4: 0.1968 loss_bbox_4: 0.1466 loss_giou_4: 0.2824 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:16] d2.utils.events INFO: eta: 4:49:30 iter: 388179 total_loss: 4.955 loss_ce: 0.2278 loss_bbox: 0.1566 loss_giou: 0.3043 loss_ce_0: 0.4352 loss_bbox_0: 0.2651 loss_giou_0: 0.4762 loss_ce_1: 0.3203 loss_bbox_1: 0.1878 loss_giou_1: 0.3517 loss_ce_2: 0.2689 loss_bbox_2: 0.1696 loss_giou_2: 0.3207 loss_ce_3: 0.2321 loss_bbox_3: 0.1642 loss_giou_3: 0.3139 loss_ce_4: 0.2243 loss_bbox_4: 0.1581 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:22] d2.utils.events INFO: eta: 4:49:22 iter: 388199 total_loss: 5.126 loss_ce: 0.2245 loss_bbox: 0.1485 loss_giou: 0.347 loss_ce_0: 0.4401 loss_bbox_0: 0.2622 loss_giou_0: 0.5439 loss_ce_1: 0.3296 loss_bbox_1: 0.1812 loss_giou_1: 0.3978 loss_ce_2: 0.2709 loss_bbox_2: 0.1617 loss_giou_2: 0.3704 loss_ce_3: 0.2425 loss_bbox_3: 0.1519 loss_giou_3: 0.3602 loss_ce_4: 0.2272 loss_bbox_4: 0.1501 loss_giou_4: 0.3522 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:28] d2.utils.events INFO: eta: 4:49:07 iter: 388219 total_loss: 4.749 loss_ce: 0.1967 loss_bbox: 0.1536 loss_giou: 0.2953 loss_ce_0: 0.4162 loss_bbox_0: 0.2595 loss_giou_0: 0.4778 loss_ce_1: 0.3168 loss_bbox_1: 0.1822 loss_giou_1: 0.3488 loss_ce_2: 0.2533 loss_bbox_2: 0.1696 loss_giou_2: 0.3208 loss_ce_3: 0.209 loss_bbox_3: 0.1584 loss_giou_3: 0.3057 loss_ce_4: 0.2017 loss_bbox_4: 0.1553 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:33] d2.utils.events INFO: eta: 4:48:56 iter: 388239 total_loss: 4.881 loss_ce: 0.2107 loss_bbox: 0.1385 loss_giou: 0.3239 loss_ce_0: 0.4375 loss_bbox_0: 0.2459 loss_giou_0: 0.4976 loss_ce_1: 0.3122 loss_bbox_1: 0.1655 loss_giou_1: 0.3761 loss_ce_2: 0.2633 loss_bbox_2: 0.1483 loss_giou_2: 0.3454 loss_ce_3: 0.235 loss_bbox_3: 0.1419 loss_giou_3: 0.3306 loss_ce_4: 0.2209 loss_bbox_4: 0.1421 loss_giou_4: 0.3331 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:39] d2.utils.events INFO: eta: 4:48:49 iter: 388259 total_loss: 4.916 loss_ce: 0.1924 loss_bbox: 0.1502 loss_giou: 0.3036 loss_ce_0: 0.4218 loss_bbox_0: 0.2608 loss_giou_0: 0.4563 loss_ce_1: 0.3169 loss_bbox_1: 0.1796 loss_giou_1: 0.3482 loss_ce_2: 0.2535 loss_bbox_2: 0.1648 loss_giou_2: 0.3251 loss_ce_3: 0.2206 loss_bbox_3: 0.1558 loss_giou_3: 0.3109 loss_ce_4: 0.1938 loss_bbox_4: 0.1549 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:45] d2.utils.events INFO: eta: 4:48:42 iter: 388279 total_loss: 4.703 loss_ce: 0.2167 loss_bbox: 0.1575 loss_giou: 0.3005 loss_ce_0: 0.4224 loss_bbox_0: 0.2687 loss_giou_0: 0.475 loss_ce_1: 0.306 loss_bbox_1: 0.1906 loss_giou_1: 0.3465 loss_ce_2: 0.2635 loss_bbox_2: 0.1764 loss_giou_2: 0.3228 loss_ce_3: 0.2314 loss_bbox_3: 0.1622 loss_giou_3: 0.3127 loss_ce_4: 0.2144 loss_bbox_4: 0.1582 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:50] d2.utils.events INFO: eta: 4:48:38 iter: 388299 total_loss: 4.635 loss_ce: 0.2069 loss_bbox: 0.173 loss_giou: 0.2873 loss_ce_0: 0.436 loss_bbox_0: 0.268 loss_giou_0: 0.4362 loss_ce_1: 0.3202 loss_bbox_1: 0.1954 loss_giou_1: 0.3231 loss_ce_2: 0.261 loss_bbox_2: 0.1805 loss_giou_2: 0.3068 loss_ce_3: 0.2279 loss_bbox_3: 0.1776 loss_giou_3: 0.2959 loss_ce_4: 0.2109 loss_bbox_4: 0.1734 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 20:54:56] d2.utils.events INFO: eta: 4:48:29 iter: 388319 total_loss: 4.766 loss_ce: 0.1986 loss_bbox: 0.1575 loss_giou: 0.3065 loss_ce_0: 0.4319 loss_bbox_0: 0.2667 loss_giou_0: 0.4582 loss_ce_1: 0.3091 loss_bbox_1: 0.1886 loss_giou_1: 0.3525 loss_ce_2: 0.2552 loss_bbox_2: 0.1712 loss_giou_2: 0.3284 loss_ce_3: 0.218 loss_bbox_3: 0.1636 loss_giou_3: 0.3199 loss_ce_4: 0.2052 loss_bbox_4: 0.1585 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:02] d2.utils.events INFO: eta: 4:48:21 iter: 388339 total_loss: 4.739 loss_ce: 0.2076 loss_bbox: 0.1503 loss_giou: 0.3061 loss_ce_0: 0.4303 loss_bbox_0: 0.2692 loss_giou_0: 0.456 loss_ce_1: 0.3242 loss_bbox_1: 0.1913 loss_giou_1: 0.3437 loss_ce_2: 0.2649 loss_bbox_2: 0.1662 loss_giou_2: 0.3163 loss_ce_3: 0.2263 loss_bbox_3: 0.1567 loss_giou_3: 0.3103 loss_ce_4: 0.2166 loss_bbox_4: 0.1531 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:07] d2.utils.events INFO: eta: 4:48:17 iter: 388359 total_loss: 4.573 loss_ce: 0.1997 loss_bbox: 0.138 loss_giou: 0.2979 loss_ce_0: 0.4152 loss_bbox_0: 0.2579 loss_giou_0: 0.4507 loss_ce_1: 0.3126 loss_bbox_1: 0.1615 loss_giou_1: 0.3317 loss_ce_2: 0.2469 loss_bbox_2: 0.1456 loss_giou_2: 0.3121 loss_ce_3: 0.2186 loss_bbox_3: 0.1402 loss_giou_3: 0.3063 loss_ce_4: 0.2045 loss_bbox_4: 0.136 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:13] d2.utils.events INFO: eta: 4:48:16 iter: 388379 total_loss: 4.685 loss_ce: 0.1916 loss_bbox: 0.1603 loss_giou: 0.2937 loss_ce_0: 0.4165 loss_bbox_0: 0.2643 loss_giou_0: 0.445 loss_ce_1: 0.3026 loss_bbox_1: 0.188 loss_giou_1: 0.3439 loss_ce_2: 0.2422 loss_bbox_2: 0.1758 loss_giou_2: 0.3201 loss_ce_3: 0.2085 loss_bbox_3: 0.1681 loss_giou_3: 0.3069 loss_ce_4: 0.1934 loss_bbox_4: 0.1613 loss_giou_4: 0.2955 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:19] d2.utils.events INFO: eta: 4:48:10 iter: 388399 total_loss: 4.641 loss_ce: 0.2068 loss_bbox: 0.1459 loss_giou: 0.3139 loss_ce_0: 0.4196 loss_bbox_0: 0.2521 loss_giou_0: 0.4718 loss_ce_1: 0.3058 loss_bbox_1: 0.1802 loss_giou_1: 0.3648 loss_ce_2: 0.2473 loss_bbox_2: 0.1613 loss_giou_2: 0.3338 loss_ce_3: 0.2184 loss_bbox_3: 0.1519 loss_giou_3: 0.3197 loss_ce_4: 0.209 loss_bbox_4: 0.1487 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:25] d2.utils.events INFO: eta: 4:48:05 iter: 388419 total_loss: 4.647 loss_ce: 0.2078 loss_bbox: 0.1439 loss_giou: 0.2851 loss_ce_0: 0.4426 loss_bbox_0: 0.2566 loss_giou_0: 0.4417 loss_ce_1: 0.3292 loss_bbox_1: 0.1747 loss_giou_1: 0.3237 loss_ce_2: 0.2666 loss_bbox_2: 0.1572 loss_giou_2: 0.2988 loss_ce_3: 0.2382 loss_bbox_3: 0.1487 loss_giou_3: 0.2944 loss_ce_4: 0.2129 loss_bbox_4: 0.1469 loss_giou_4: 0.2882 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:30] d2.utils.events INFO: eta: 4:48:00 iter: 388439 total_loss: 4.923 loss_ce: 0.2109 loss_bbox: 0.1639 loss_giou: 0.3138 loss_ce_0: 0.4386 loss_bbox_0: 0.2689 loss_giou_0: 0.4749 loss_ce_1: 0.3347 loss_bbox_1: 0.1877 loss_giou_1: 0.3511 loss_ce_2: 0.2666 loss_bbox_2: 0.1703 loss_giou_2: 0.3328 loss_ce_3: 0.2409 loss_bbox_3: 0.167 loss_giou_3: 0.3258 loss_ce_4: 0.2192 loss_bbox_4: 0.1637 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:36] d2.utils.events INFO: eta: 4:48:07 iter: 388459 total_loss: 4.837 loss_ce: 0.1966 loss_bbox: 0.1611 loss_giou: 0.3069 loss_ce_0: 0.4169 loss_bbox_0: 0.2636 loss_giou_0: 0.4711 loss_ce_1: 0.3057 loss_bbox_1: 0.1914 loss_giou_1: 0.3511 loss_ce_2: 0.2482 loss_bbox_2: 0.1722 loss_giou_2: 0.3221 loss_ce_3: 0.2224 loss_bbox_3: 0.1644 loss_giou_3: 0.317 loss_ce_4: 0.2002 loss_bbox_4: 0.1615 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:42] d2.utils.events INFO: eta: 4:48:03 iter: 388479 total_loss: 4.792 loss_ce: 0.2116 loss_bbox: 0.148 loss_giou: 0.3023 loss_ce_0: 0.4264 loss_bbox_0: 0.2589 loss_giou_0: 0.4765 loss_ce_1: 0.3188 loss_bbox_1: 0.1844 loss_giou_1: 0.3487 loss_ce_2: 0.2684 loss_bbox_2: 0.165 loss_giou_2: 0.3182 loss_ce_3: 0.2248 loss_bbox_3: 0.1543 loss_giou_3: 0.3079 loss_ce_4: 0.2125 loss_bbox_4: 0.1518 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 20:55:45] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 20:55:45] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 20:55:45] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 20:55:45] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 20:55:45] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 20:55:46] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 20:55:52] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0010 s/iter. Inference: 0.0422 s/iter. Eval: 0.0003 s/iter. Total: 0.0435 s/iter. ETA=0:00:26 [11/03 20:55:57] d2.evaluation.evaluator INFO: Inference done 106/625. Dataloading: 0.0028 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0522 s/iter. ETA=0:00:27 [11/03 20:56:02] d2.evaluation.evaluator INFO: Inference done 203/625. Dataloading: 0.0027 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:21 [11/03 20:56:07] d2.evaluation.evaluator INFO: Inference done 298/625. Dataloading: 0.0028 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:17 [11/03 20:56:12] d2.evaluation.evaluator INFO: Inference done 394/625. Dataloading: 0.0027 s/iter. Inference: 0.0491 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:12 [11/03 20:56:17] d2.evaluation.evaluator INFO: Inference done 493/625. Dataloading: 0.0027 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:06 [11/03 20:56:23] d2.evaluation.evaluator INFO: Inference done 589/625. Dataloading: 0.0028 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:01 [11/03 20:56:25] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.605245 (0.052589 s / iter per device, on 8 devices) [11/03 20:56:25] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048744 s / iter per device, on 8 devices) [11/03 20:56:34] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 20:56:34] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 20:56:37] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 20:56:41] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 20:56:54] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.52 seconds. [11/03 20:56:54] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 20:56:56] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.43 seconds. [11/03 20:56:56] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.819 | 63.987 | 48.126 | 26.809 | 47.660 | 60.837 | [11/03 20:56:56] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.741 | bicycle | 30.627 | car | 45.179 | | motorcycle | 45.704 | airplane | 69.575 | bus | 67.671 | | train | 66.618 | truck | 40.943 | boat | 28.821 | | traffic light | 28.102 | fire hydrant | 70.857 | stop sign | 68.467 | | parking meter | 46.876 | bench | 27.462 | bird | 38.935 | | cat | 74.174 | dog | 69.146 | horse | 62.188 | | sheep | 54.420 | cow | 62.182 | elephant | 67.257 | | bear | 74.157 | zebra | 69.625 | giraffe | 68.928 | | backpack | 17.052 | umbrella | 39.568 | handbag | 17.796 | | tie | 33.897 | suitcase | 44.836 | frisbee | 69.472 | | skis | 27.861 | snowboard | 43.287 | sports ball | 48.620 | | kite | 48.161 | baseball bat | 33.344 | baseball glove | 41.225 | | skateboard | 59.090 | surfboard | 40.021 | tennis racket | 50.152 | | bottle | 39.529 | wine glass | 37.221 | cup | 43.485 | | fork | 38.619 | knife | 21.131 | spoon | 23.057 | | bowl | 45.014 | banana | 24.921 | apple | 22.250 | | sandwich | 41.370 | orange | 31.901 | broccoli | 22.274 | | carrot | 22.665 | hot dog | 38.688 | pizza | 56.542 | | donut | 50.850 | cake | 37.950 | chair | 28.959 | | couch | 47.828 | potted plant | 27.897 | bed | 50.914 | | dining table | 30.623 | toilet | 63.565 | tv | 60.184 | | laptop | 62.198 | mouse | 61.162 | remote | 36.843 | | keyboard | 52.325 | cell phone | 39.472 | microwave | 68.263 | | oven | 36.295 | toaster | 38.193 | sink | 36.871 | | refrigerator | 59.905 | book | 14.674 | clock | 50.380 | | vase | 40.507 | scissors | 42.651 | teddy bear | 48.701 | | hair drier | 7.319 | toothbrush | 34.315 | | | [11/03 20:56:57] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 20:56:57] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 20:56:57] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 20:56:57] d2.evaluation.testing INFO: copypaste: 44.8193,63.9874,48.1258,26.8086,47.6596,60.8366 [11/03 20:57:00] d2.utils.events INFO: eta: 4:48:02 iter: 388499 total_loss: 4.647 loss_ce: 0.1895 loss_bbox: 0.1561 loss_giou: 0.2888 loss_ce_0: 0.421 loss_bbox_0: 0.2656 loss_giou_0: 0.4535 loss_ce_1: 0.304 loss_bbox_1: 0.1848 loss_giou_1: 0.3364 loss_ce_2: 0.2499 loss_bbox_2: 0.1671 loss_giou_2: 0.3039 loss_ce_3: 0.2031 loss_bbox_3: 0.1631 loss_giou_3: 0.2953 loss_ce_4: 0.1936 loss_bbox_4: 0.1592 loss_giou_4: 0.2886 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:05] d2.utils.events INFO: eta: 4:48:01 iter: 388519 total_loss: 4.986 loss_ce: 0.2142 loss_bbox: 0.1544 loss_giou: 0.3086 loss_ce_0: 0.4416 loss_bbox_0: 0.2505 loss_giou_0: 0.5081 loss_ce_1: 0.328 loss_bbox_1: 0.1794 loss_giou_1: 0.359 loss_ce_2: 0.255 loss_bbox_2: 0.1636 loss_giou_2: 0.3336 loss_ce_3: 0.2287 loss_bbox_3: 0.1588 loss_giou_3: 0.3207 loss_ce_4: 0.2085 loss_bbox_4: 0.1579 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:11] d2.utils.events INFO: eta: 4:48:01 iter: 388539 total_loss: 4.634 loss_ce: 0.2037 loss_bbox: 0.1508 loss_giou: 0.2899 loss_ce_0: 0.4335 loss_bbox_0: 0.2758 loss_giou_0: 0.4726 loss_ce_1: 0.3203 loss_bbox_1: 0.1817 loss_giou_1: 0.3367 loss_ce_2: 0.253 loss_bbox_2: 0.174 loss_giou_2: 0.3136 loss_ce_3: 0.2198 loss_bbox_3: 0.1622 loss_giou_3: 0.3069 loss_ce_4: 0.208 loss_bbox_4: 0.1594 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:17] d2.utils.events INFO: eta: 4:48:04 iter: 388559 total_loss: 4.758 loss_ce: 0.1976 loss_bbox: 0.1618 loss_giou: 0.2994 loss_ce_0: 0.4182 loss_bbox_0: 0.2627 loss_giou_0: 0.4644 loss_ce_1: 0.3099 loss_bbox_1: 0.1919 loss_giou_1: 0.3472 loss_ce_2: 0.2435 loss_bbox_2: 0.1737 loss_giou_2: 0.3192 loss_ce_3: 0.2183 loss_bbox_3: 0.1693 loss_giou_3: 0.3153 loss_ce_4: 0.2056 loss_bbox_4: 0.1634 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:22] d2.utils.events INFO: eta: 4:47:54 iter: 388579 total_loss: 5.014 loss_ce: 0.2122 loss_bbox: 0.1582 loss_giou: 0.3118 loss_ce_0: 0.4478 loss_bbox_0: 0.2718 loss_giou_0: 0.4794 loss_ce_1: 0.3288 loss_bbox_1: 0.1932 loss_giou_1: 0.3494 loss_ce_2: 0.2723 loss_bbox_2: 0.1756 loss_giou_2: 0.3258 loss_ce_3: 0.2359 loss_bbox_3: 0.1677 loss_giou_3: 0.3163 loss_ce_4: 0.2219 loss_bbox_4: 0.1623 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:28] d2.utils.events INFO: eta: 4:47:47 iter: 388599 total_loss: 4.688 loss_ce: 0.1936 loss_bbox: 0.1537 loss_giou: 0.2987 loss_ce_0: 0.4269 loss_bbox_0: 0.2742 loss_giou_0: 0.4801 loss_ce_1: 0.3161 loss_bbox_1: 0.1913 loss_giou_1: 0.3594 loss_ce_2: 0.2576 loss_bbox_2: 0.1739 loss_giou_2: 0.3265 loss_ce_3: 0.2135 loss_bbox_3: 0.1674 loss_giou_3: 0.3141 loss_ce_4: 0.1935 loss_bbox_4: 0.1584 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:34] d2.utils.events INFO: eta: 4:47:41 iter: 388619 total_loss: 4.98 loss_ce: 0.2166 loss_bbox: 0.1565 loss_giou: 0.3095 loss_ce_0: 0.4381 loss_bbox_0: 0.2682 loss_giou_0: 0.4727 loss_ce_1: 0.3206 loss_bbox_1: 0.1876 loss_giou_1: 0.3493 loss_ce_2: 0.2597 loss_bbox_2: 0.1704 loss_giou_2: 0.328 loss_ce_3: 0.2303 loss_bbox_3: 0.1629 loss_giou_3: 0.3197 loss_ce_4: 0.2145 loss_bbox_4: 0.1575 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:39] d2.utils.events INFO: eta: 4:47:30 iter: 388639 total_loss: 4.686 loss_ce: 0.1946 loss_bbox: 0.1499 loss_giou: 0.2963 loss_ce_0: 0.4308 loss_bbox_0: 0.2653 loss_giou_0: 0.4662 loss_ce_1: 0.3228 loss_bbox_1: 0.1872 loss_giou_1: 0.3379 loss_ce_2: 0.2575 loss_bbox_2: 0.1682 loss_giou_2: 0.3123 loss_ce_3: 0.2144 loss_bbox_3: 0.1608 loss_giou_3: 0.3069 loss_ce_4: 0.1887 loss_bbox_4: 0.1536 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:45] d2.utils.events INFO: eta: 4:47:18 iter: 388659 total_loss: 4.687 loss_ce: 0.2044 loss_bbox: 0.1518 loss_giou: 0.3 loss_ce_0: 0.4296 loss_bbox_0: 0.2629 loss_giou_0: 0.4487 loss_ce_1: 0.3067 loss_bbox_1: 0.1867 loss_giou_1: 0.3402 loss_ce_2: 0.2394 loss_bbox_2: 0.1632 loss_giou_2: 0.3167 loss_ce_3: 0.2158 loss_bbox_3: 0.1576 loss_giou_3: 0.3055 loss_ce_4: 0.2006 loss_bbox_4: 0.1534 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:51] d2.utils.events INFO: eta: 4:47:13 iter: 388679 total_loss: 4.92 loss_ce: 0.2137 loss_bbox: 0.161 loss_giou: 0.3026 loss_ce_0: 0.4314 loss_bbox_0: 0.2605 loss_giou_0: 0.4752 loss_ce_1: 0.3265 loss_bbox_1: 0.1935 loss_giou_1: 0.3547 loss_ce_2: 0.2805 loss_bbox_2: 0.1729 loss_giou_2: 0.3217 loss_ce_3: 0.2338 loss_bbox_3: 0.1695 loss_giou_3: 0.314 loss_ce_4: 0.2208 loss_bbox_4: 0.1661 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 20:57:56] d2.utils.events INFO: eta: 4:47:09 iter: 388699 total_loss: 5.057 loss_ce: 0.2253 loss_bbox: 0.161 loss_giou: 0.3107 loss_ce_0: 0.4374 loss_bbox_0: 0.26 loss_giou_0: 0.4476 loss_ce_1: 0.3331 loss_bbox_1: 0.1852 loss_giou_1: 0.3456 loss_ce_2: 0.2771 loss_bbox_2: 0.1758 loss_giou_2: 0.3184 loss_ce_3: 0.2327 loss_bbox_3: 0.1699 loss_giou_3: 0.3158 loss_ce_4: 0.2311 loss_bbox_4: 0.1658 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:02] d2.utils.events INFO: eta: 4:47:03 iter: 388719 total_loss: 4.923 loss_ce: 0.2084 loss_bbox: 0.1586 loss_giou: 0.2991 loss_ce_0: 0.4322 loss_bbox_0: 0.253 loss_giou_0: 0.4856 loss_ce_1: 0.3143 loss_bbox_1: 0.1816 loss_giou_1: 0.3549 loss_ce_2: 0.2567 loss_bbox_2: 0.1708 loss_giou_2: 0.3284 loss_ce_3: 0.2237 loss_bbox_3: 0.164 loss_giou_3: 0.3185 loss_ce_4: 0.214 loss_bbox_4: 0.1601 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:08] d2.utils.events INFO: eta: 4:47:07 iter: 388739 total_loss: 4.989 loss_ce: 0.2102 loss_bbox: 0.155 loss_giou: 0.312 loss_ce_0: 0.4321 loss_bbox_0: 0.2559 loss_giou_0: 0.4766 loss_ce_1: 0.3245 loss_bbox_1: 0.1844 loss_giou_1: 0.3619 loss_ce_2: 0.2704 loss_bbox_2: 0.1652 loss_giou_2: 0.3339 loss_ce_3: 0.2356 loss_bbox_3: 0.1592 loss_giou_3: 0.3233 loss_ce_4: 0.2136 loss_bbox_4: 0.1577 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:13] d2.utils.events INFO: eta: 4:46:50 iter: 388759 total_loss: 4.825 loss_ce: 0.212 loss_bbox: 0.1476 loss_giou: 0.2869 loss_ce_0: 0.4403 loss_bbox_0: 0.2581 loss_giou_0: 0.4631 loss_ce_1: 0.3366 loss_bbox_1: 0.178 loss_giou_1: 0.3321 loss_ce_2: 0.2884 loss_bbox_2: 0.1607 loss_giou_2: 0.3064 loss_ce_3: 0.2353 loss_bbox_3: 0.1529 loss_giou_3: 0.2914 loss_ce_4: 0.2212 loss_bbox_4: 0.1498 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:19] d2.utils.events INFO: eta: 4:46:44 iter: 388779 total_loss: 4.739 loss_ce: 0.202 loss_bbox: 0.1471 loss_giou: 0.3003 loss_ce_0: 0.4242 loss_bbox_0: 0.2689 loss_giou_0: 0.4801 loss_ce_1: 0.3086 loss_bbox_1: 0.1786 loss_giou_1: 0.3519 loss_ce_2: 0.245 loss_bbox_2: 0.1593 loss_giou_2: 0.3199 loss_ce_3: 0.2142 loss_bbox_3: 0.1532 loss_giou_3: 0.3086 loss_ce_4: 0.1994 loss_bbox_4: 0.1516 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:25] d2.utils.events INFO: eta: 4:46:37 iter: 388799 total_loss: 4.87 loss_ce: 0.2051 loss_bbox: 0.1427 loss_giou: 0.3072 loss_ce_0: 0.4344 loss_bbox_0: 0.2543 loss_giou_0: 0.5058 loss_ce_1: 0.3186 loss_bbox_1: 0.1752 loss_giou_1: 0.3745 loss_ce_2: 0.2603 loss_bbox_2: 0.1617 loss_giou_2: 0.3364 loss_ce_3: 0.2284 loss_bbox_3: 0.1523 loss_giou_3: 0.3238 loss_ce_4: 0.2119 loss_bbox_4: 0.1428 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:31] d2.utils.events INFO: eta: 4:46:38 iter: 388819 total_loss: 4.736 loss_ce: 0.1936 loss_bbox: 0.1558 loss_giou: 0.2926 loss_ce_0: 0.4194 loss_bbox_0: 0.2621 loss_giou_0: 0.447 loss_ce_1: 0.3082 loss_bbox_1: 0.1879 loss_giou_1: 0.3376 loss_ce_2: 0.2495 loss_bbox_2: 0.1725 loss_giou_2: 0.3112 loss_ce_3: 0.2153 loss_bbox_3: 0.1683 loss_giou_3: 0.3039 loss_ce_4: 0.1953 loss_bbox_4: 0.1627 loss_giou_4: 0.2992 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:36] d2.utils.events INFO: eta: 4:46:27 iter: 388839 total_loss: 4.929 loss_ce: 0.2084 loss_bbox: 0.1566 loss_giou: 0.2984 loss_ce_0: 0.4426 loss_bbox_0: 0.2826 loss_giou_0: 0.457 loss_ce_1: 0.3417 loss_bbox_1: 0.1917 loss_giou_1: 0.3449 loss_ce_2: 0.2737 loss_bbox_2: 0.177 loss_giou_2: 0.3239 loss_ce_3: 0.2326 loss_bbox_3: 0.1685 loss_giou_3: 0.3116 loss_ce_4: 0.2152 loss_bbox_4: 0.1642 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:42] d2.utils.events INFO: eta: 4:46:21 iter: 388859 total_loss: 4.641 loss_ce: 0.1889 loss_bbox: 0.156 loss_giou: 0.2727 loss_ce_0: 0.4206 loss_bbox_0: 0.2651 loss_giou_0: 0.4492 loss_ce_1: 0.3023 loss_bbox_1: 0.1766 loss_giou_1: 0.3382 loss_ce_2: 0.2465 loss_bbox_2: 0.1617 loss_giou_2: 0.3003 loss_ce_3: 0.2078 loss_bbox_3: 0.1593 loss_giou_3: 0.2847 loss_ce_4: 0.1925 loss_bbox_4: 0.158 loss_giou_4: 0.2762 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:48] d2.utils.events INFO: eta: 4:46:11 iter: 388879 total_loss: 4.762 loss_ce: 0.1991 loss_bbox: 0.1561 loss_giou: 0.2898 loss_ce_0: 0.4251 loss_bbox_0: 0.2712 loss_giou_0: 0.4821 loss_ce_1: 0.3221 loss_bbox_1: 0.1859 loss_giou_1: 0.3372 loss_ce_2: 0.2739 loss_bbox_2: 0.1689 loss_giou_2: 0.3108 loss_ce_3: 0.2152 loss_bbox_3: 0.1647 loss_giou_3: 0.3003 loss_ce_4: 0.2006 loss_bbox_4: 0.1601 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:53] d2.utils.events INFO: eta: 4:46:04 iter: 388899 total_loss: 4.671 loss_ce: 0.1958 loss_bbox: 0.1589 loss_giou: 0.2994 loss_ce_0: 0.421 loss_bbox_0: 0.268 loss_giou_0: 0.4546 loss_ce_1: 0.3148 loss_bbox_1: 0.1923 loss_giou_1: 0.3447 loss_ce_2: 0.2514 loss_bbox_2: 0.1736 loss_giou_2: 0.3206 loss_ce_3: 0.2129 loss_bbox_3: 0.165 loss_giou_3: 0.3127 loss_ce_4: 0.1993 loss_bbox_4: 0.1651 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 20:58:59] d2.utils.events INFO: eta: 4:46:00 iter: 388919 total_loss: 4.633 loss_ce: 0.1963 loss_bbox: 0.15 loss_giou: 0.3 loss_ce_0: 0.4125 loss_bbox_0: 0.2544 loss_giou_0: 0.4594 loss_ce_1: 0.3002 loss_bbox_1: 0.1737 loss_giou_1: 0.3379 loss_ce_2: 0.2372 loss_bbox_2: 0.1566 loss_giou_2: 0.3128 loss_ce_3: 0.2141 loss_bbox_3: 0.1529 loss_giou_3: 0.3026 loss_ce_4: 0.2029 loss_bbox_4: 0.1531 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:05] d2.utils.events INFO: eta: 4:45:56 iter: 388939 total_loss: 4.69 loss_ce: 0.1982 loss_bbox: 0.1461 loss_giou: 0.3067 loss_ce_0: 0.4233 loss_bbox_0: 0.2607 loss_giou_0: 0.4987 loss_ce_1: 0.3143 loss_bbox_1: 0.18 loss_giou_1: 0.363 loss_ce_2: 0.2637 loss_bbox_2: 0.1656 loss_giou_2: 0.3307 loss_ce_3: 0.2214 loss_bbox_3: 0.1583 loss_giou_3: 0.3219 loss_ce_4: 0.205 loss_bbox_4: 0.1534 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:10] d2.utils.events INFO: eta: 4:45:59 iter: 388959 total_loss: 4.742 loss_ce: 0.2192 loss_bbox: 0.1423 loss_giou: 0.2934 loss_ce_0: 0.4429 loss_bbox_0: 0.2498 loss_giou_0: 0.4655 loss_ce_1: 0.3236 loss_bbox_1: 0.1672 loss_giou_1: 0.343 loss_ce_2: 0.2749 loss_bbox_2: 0.1579 loss_giou_2: 0.3176 loss_ce_3: 0.2374 loss_bbox_3: 0.147 loss_giou_3: 0.3052 loss_ce_4: 0.2256 loss_bbox_4: 0.1461 loss_giou_4: 0.2983 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:16] d2.utils.events INFO: eta: 4:45:53 iter: 388979 total_loss: 4.783 loss_ce: 0.2246 loss_bbox: 0.1464 loss_giou: 0.3058 loss_ce_0: 0.4367 loss_bbox_0: 0.2562 loss_giou_0: 0.472 loss_ce_1: 0.3165 loss_bbox_1: 0.1694 loss_giou_1: 0.3506 loss_ce_2: 0.2653 loss_bbox_2: 0.1529 loss_giou_2: 0.3183 loss_ce_3: 0.2348 loss_bbox_3: 0.1456 loss_giou_3: 0.3139 loss_ce_4: 0.2239 loss_bbox_4: 0.1417 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:22] d2.utils.events INFO: eta: 4:45:49 iter: 388999 total_loss: 4.712 loss_ce: 0.2003 loss_bbox: 0.1589 loss_giou: 0.2891 loss_ce_0: 0.4231 loss_bbox_0: 0.2682 loss_giou_0: 0.4506 loss_ce_1: 0.314 loss_bbox_1: 0.1848 loss_giou_1: 0.3355 loss_ce_2: 0.2534 loss_bbox_2: 0.1698 loss_giou_2: 0.3106 loss_ce_3: 0.2258 loss_bbox_3: 0.1724 loss_giou_3: 0.3009 loss_ce_4: 0.1976 loss_bbox_4: 0.1658 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:27] d2.utils.events INFO: eta: 4:45:42 iter: 389019 total_loss: 4.738 loss_ce: 0.2048 loss_bbox: 0.1546 loss_giou: 0.3038 loss_ce_0: 0.4437 loss_bbox_0: 0.2537 loss_giou_0: 0.4846 loss_ce_1: 0.3233 loss_bbox_1: 0.1808 loss_giou_1: 0.35 loss_ce_2: 0.2531 loss_bbox_2: 0.1682 loss_giou_2: 0.318 loss_ce_3: 0.2224 loss_bbox_3: 0.1653 loss_giou_3: 0.3121 loss_ce_4: 0.2069 loss_bbox_4: 0.159 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:33] d2.utils.events INFO: eta: 4:45:37 iter: 389039 total_loss: 4.692 loss_ce: 0.1993 loss_bbox: 0.1464 loss_giou: 0.3033 loss_ce_0: 0.4132 loss_bbox_0: 0.2543 loss_giou_0: 0.4778 loss_ce_1: 0.3028 loss_bbox_1: 0.1813 loss_giou_1: 0.3484 loss_ce_2: 0.2485 loss_bbox_2: 0.1569 loss_giou_2: 0.3258 loss_ce_3: 0.207 loss_bbox_3: 0.1545 loss_giou_3: 0.3167 loss_ce_4: 0.1962 loss_bbox_4: 0.1504 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0195 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:39] d2.utils.events INFO: eta: 4:45:32 iter: 389059 total_loss: 4.919 loss_ce: 0.2175 loss_bbox: 0.1556 loss_giou: 0.3244 loss_ce_0: 0.4308 loss_bbox_0: 0.254 loss_giou_0: 0.5041 loss_ce_1: 0.3298 loss_bbox_1: 0.1798 loss_giou_1: 0.3777 loss_ce_2: 0.2632 loss_bbox_2: 0.1668 loss_giou_2: 0.3407 loss_ce_3: 0.2298 loss_bbox_3: 0.1639 loss_giou_3: 0.3314 loss_ce_4: 0.2243 loss_bbox_4: 0.1594 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:44] d2.utils.events INFO: eta: 4:45:28 iter: 389079 total_loss: 4.749 loss_ce: 0.2019 loss_bbox: 0.1679 loss_giou: 0.3088 loss_ce_0: 0.4291 loss_bbox_0: 0.2783 loss_giou_0: 0.4565 loss_ce_1: 0.3133 loss_bbox_1: 0.1969 loss_giou_1: 0.342 loss_ce_2: 0.257 loss_bbox_2: 0.1763 loss_giou_2: 0.3259 loss_ce_3: 0.2251 loss_bbox_3: 0.1739 loss_giou_3: 0.3202 loss_ce_4: 0.2023 loss_bbox_4: 0.1678 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:50] d2.utils.events INFO: eta: 4:45:24 iter: 389099 total_loss: 4.719 loss_ce: 0.1998 loss_bbox: 0.1622 loss_giou: 0.3049 loss_ce_0: 0.4332 loss_bbox_0: 0.2671 loss_giou_0: 0.487 loss_ce_1: 0.3227 loss_bbox_1: 0.1871 loss_giou_1: 0.3488 loss_ce_2: 0.2581 loss_bbox_2: 0.1692 loss_giou_2: 0.3226 loss_ce_3: 0.2268 loss_bbox_3: 0.1657 loss_giou_3: 0.3153 loss_ce_4: 0.2012 loss_bbox_4: 0.1619 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 20:59:56] d2.utils.events INFO: eta: 4:45:15 iter: 389119 total_loss: 5.063 loss_ce: 0.2303 loss_bbox: 0.1677 loss_giou: 0.3034 loss_ce_0: 0.4472 loss_bbox_0: 0.2728 loss_giou_0: 0.4734 loss_ce_1: 0.3412 loss_bbox_1: 0.198 loss_giou_1: 0.3426 loss_ce_2: 0.2729 loss_bbox_2: 0.1806 loss_giou_2: 0.3229 loss_ce_3: 0.2485 loss_bbox_3: 0.1694 loss_giou_3: 0.3148 loss_ce_4: 0.2282 loss_bbox_4: 0.1704 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:01] d2.utils.events INFO: eta: 4:45:10 iter: 389139 total_loss: 4.888 loss_ce: 0.1992 loss_bbox: 0.1563 loss_giou: 0.3231 loss_ce_0: 0.4379 loss_bbox_0: 0.2617 loss_giou_0: 0.4892 loss_ce_1: 0.3256 loss_bbox_1: 0.1867 loss_giou_1: 0.3639 loss_ce_2: 0.2575 loss_bbox_2: 0.1711 loss_giou_2: 0.3381 loss_ce_3: 0.2211 loss_bbox_3: 0.1623 loss_giou_3: 0.3277 loss_ce_4: 0.2029 loss_bbox_4: 0.1601 loss_giou_4: 0.3252 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:07] d2.utils.events INFO: eta: 4:44:57 iter: 389159 total_loss: 4.709 loss_ce: 0.2074 loss_bbox: 0.16 loss_giou: 0.2745 loss_ce_0: 0.4491 loss_bbox_0: 0.2608 loss_giou_0: 0.4414 loss_ce_1: 0.3164 loss_bbox_1: 0.1871 loss_giou_1: 0.3185 loss_ce_2: 0.259 loss_bbox_2: 0.1732 loss_giou_2: 0.2949 loss_ce_3: 0.2309 loss_bbox_3: 0.1641 loss_giou_3: 0.2858 loss_ce_4: 0.2138 loss_bbox_4: 0.1615 loss_giou_4: 0.2813 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:13] d2.utils.events INFO: eta: 4:44:48 iter: 389179 total_loss: 4.482 loss_ce: 0.1973 loss_bbox: 0.1534 loss_giou: 0.2909 loss_ce_0: 0.4264 loss_bbox_0: 0.2602 loss_giou_0: 0.4385 loss_ce_1: 0.3114 loss_bbox_1: 0.1838 loss_giou_1: 0.3249 loss_ce_2: 0.2483 loss_bbox_2: 0.1672 loss_giou_2: 0.2937 loss_ce_3: 0.2212 loss_bbox_3: 0.156 loss_giou_3: 0.2926 loss_ce_4: 0.2019 loss_bbox_4: 0.154 loss_giou_4: 0.2907 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:18] d2.utils.events INFO: eta: 4:44:38 iter: 389199 total_loss: 4.605 loss_ce: 0.19 loss_bbox: 0.1536 loss_giou: 0.2887 loss_ce_0: 0.4187 loss_bbox_0: 0.2588 loss_giou_0: 0.444 loss_ce_1: 0.304 loss_bbox_1: 0.1824 loss_giou_1: 0.3366 loss_ce_2: 0.2517 loss_bbox_2: 0.1679 loss_giou_2: 0.3102 loss_ce_3: 0.215 loss_bbox_3: 0.1612 loss_giou_3: 0.3016 loss_ce_4: 0.1926 loss_bbox_4: 0.1561 loss_giou_4: 0.2932 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:24] d2.utils.events INFO: eta: 4:44:32 iter: 389219 total_loss: 4.79 loss_ce: 0.2151 loss_bbox: 0.146 loss_giou: 0.3043 loss_ce_0: 0.4224 loss_bbox_0: 0.2513 loss_giou_0: 0.4495 loss_ce_1: 0.3176 loss_bbox_1: 0.165 loss_giou_1: 0.3401 loss_ce_2: 0.2554 loss_bbox_2: 0.1537 loss_giou_2: 0.3131 loss_ce_3: 0.2197 loss_bbox_3: 0.1501 loss_giou_3: 0.3072 loss_ce_4: 0.2064 loss_bbox_4: 0.1473 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:30] d2.utils.events INFO: eta: 4:44:27 iter: 389239 total_loss: 5.045 loss_ce: 0.2306 loss_bbox: 0.1559 loss_giou: 0.3209 loss_ce_0: 0.4414 loss_bbox_0: 0.2792 loss_giou_0: 0.4719 loss_ce_1: 0.3337 loss_bbox_1: 0.1957 loss_giou_1: 0.3611 loss_ce_2: 0.268 loss_bbox_2: 0.1743 loss_giou_2: 0.3422 loss_ce_3: 0.2418 loss_bbox_3: 0.1688 loss_giou_3: 0.3242 loss_ce_4: 0.2287 loss_bbox_4: 0.1616 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:35] d2.utils.events INFO: eta: 4:44:27 iter: 389259 total_loss: 5.016 loss_ce: 0.2195 loss_bbox: 0.1541 loss_giou: 0.3095 loss_ce_0: 0.4397 loss_bbox_0: 0.2703 loss_giou_0: 0.481 loss_ce_1: 0.3279 loss_bbox_1: 0.1774 loss_giou_1: 0.3669 loss_ce_2: 0.269 loss_bbox_2: 0.1635 loss_giou_2: 0.3299 loss_ce_3: 0.2425 loss_bbox_3: 0.1573 loss_giou_3: 0.3201 loss_ce_4: 0.221 loss_bbox_4: 0.1528 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:41] d2.utils.events INFO: eta: 4:44:17 iter: 389279 total_loss: 5.081 loss_ce: 0.2299 loss_bbox: 0.1594 loss_giou: 0.3158 loss_ce_0: 0.446 loss_bbox_0: 0.2727 loss_giou_0: 0.4942 loss_ce_1: 0.3421 loss_bbox_1: 0.1859 loss_giou_1: 0.3564 loss_ce_2: 0.2865 loss_bbox_2: 0.1765 loss_giou_2: 0.3361 loss_ce_3: 0.2438 loss_bbox_3: 0.1713 loss_giou_3: 0.3294 loss_ce_4: 0.2342 loss_bbox_4: 0.1646 loss_giou_4: 0.3252 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:47] d2.utils.events INFO: eta: 4:44:12 iter: 389299 total_loss: 4.876 loss_ce: 0.2178 loss_bbox: 0.1604 loss_giou: 0.3082 loss_ce_0: 0.4366 loss_bbox_0: 0.2711 loss_giou_0: 0.4829 loss_ce_1: 0.3243 loss_bbox_1: 0.1887 loss_giou_1: 0.3558 loss_ce_2: 0.2675 loss_bbox_2: 0.1745 loss_giou_2: 0.3275 loss_ce_3: 0.2375 loss_bbox_3: 0.1689 loss_giou_3: 0.3187 loss_ce_4: 0.2271 loss_bbox_4: 0.1644 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:52] d2.utils.events INFO: eta: 4:44:07 iter: 389319 total_loss: 4.643 loss_ce: 0.1892 loss_bbox: 0.1471 loss_giou: 0.2932 loss_ce_0: 0.4173 loss_bbox_0: 0.2572 loss_giou_0: 0.46 loss_ce_1: 0.3144 loss_bbox_1: 0.1786 loss_giou_1: 0.3395 loss_ce_2: 0.2519 loss_bbox_2: 0.161 loss_giou_2: 0.3196 loss_ce_3: 0.2119 loss_bbox_3: 0.1545 loss_giou_3: 0.3015 loss_ce_4: 0.1928 loss_bbox_4: 0.1461 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:00:58] d2.utils.events INFO: eta: 4:44:01 iter: 389339 total_loss: 4.435 loss_ce: 0.1962 loss_bbox: 0.1534 loss_giou: 0.2873 loss_ce_0: 0.4274 loss_bbox_0: 0.2574 loss_giou_0: 0.4526 loss_ce_1: 0.3054 loss_bbox_1: 0.1777 loss_giou_1: 0.3284 loss_ce_2: 0.2513 loss_bbox_2: 0.1666 loss_giou_2: 0.3095 loss_ce_3: 0.2174 loss_bbox_3: 0.1609 loss_giou_3: 0.2981 loss_ce_4: 0.205 loss_bbox_4: 0.1569 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:04] d2.utils.events INFO: eta: 4:43:51 iter: 389359 total_loss: 5.161 loss_ce: 0.2265 loss_bbox: 0.1618 loss_giou: 0.3305 loss_ce_0: 0.4344 loss_bbox_0: 0.2683 loss_giou_0: 0.4896 loss_ce_1: 0.3271 loss_bbox_1: 0.189 loss_giou_1: 0.3756 loss_ce_2: 0.2713 loss_bbox_2: 0.1708 loss_giou_2: 0.3469 loss_ce_3: 0.2439 loss_bbox_3: 0.171 loss_giou_3: 0.337 loss_ce_4: 0.2347 loss_bbox_4: 0.1672 loss_giou_4: 0.3365 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:09] d2.utils.events INFO: eta: 4:43:45 iter: 389379 total_loss: 4.675 loss_ce: 0.2005 loss_bbox: 0.1533 loss_giou: 0.3045 loss_ce_0: 0.4181 loss_bbox_0: 0.266 loss_giou_0: 0.4778 loss_ce_1: 0.3002 loss_bbox_1: 0.1833 loss_giou_1: 0.3482 loss_ce_2: 0.2511 loss_bbox_2: 0.1675 loss_giou_2: 0.3208 loss_ce_3: 0.2258 loss_bbox_3: 0.1573 loss_giou_3: 0.3135 loss_ce_4: 0.2026 loss_bbox_4: 0.1568 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:15] d2.utils.events INFO: eta: 4:43:33 iter: 389399 total_loss: 4.618 loss_ce: 0.1957 loss_bbox: 0.1542 loss_giou: 0.2801 loss_ce_0: 0.4184 loss_bbox_0: 0.2573 loss_giou_0: 0.4515 loss_ce_1: 0.3234 loss_bbox_1: 0.1788 loss_giou_1: 0.3297 loss_ce_2: 0.2573 loss_bbox_2: 0.1613 loss_giou_2: 0.3057 loss_ce_3: 0.226 loss_bbox_3: 0.1563 loss_giou_3: 0.295 loss_ce_4: 0.2039 loss_bbox_4: 0.1555 loss_giou_4: 0.2863 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:21] d2.utils.events INFO: eta: 4:43:23 iter: 389419 total_loss: 4.969 loss_ce: 0.2175 loss_bbox: 0.1593 loss_giou: 0.3293 loss_ce_0: 0.4328 loss_bbox_0: 0.2659 loss_giou_0: 0.49 loss_ce_1: 0.3323 loss_bbox_1: 0.1796 loss_giou_1: 0.3715 loss_ce_2: 0.2709 loss_bbox_2: 0.161 loss_giou_2: 0.3489 loss_ce_3: 0.2357 loss_bbox_3: 0.1588 loss_giou_3: 0.338 loss_ce_4: 0.2232 loss_bbox_4: 0.1618 loss_giou_4: 0.3374 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:26] d2.utils.events INFO: eta: 4:43:16 iter: 389439 total_loss: 4.873 loss_ce: 0.2052 loss_bbox: 0.1707 loss_giou: 0.2879 loss_ce_0: 0.4353 loss_bbox_0: 0.2674 loss_giou_0: 0.4475 loss_ce_1: 0.3146 loss_bbox_1: 0.2003 loss_giou_1: 0.3385 loss_ce_2: 0.2685 loss_bbox_2: 0.1815 loss_giou_2: 0.3118 loss_ce_3: 0.2286 loss_bbox_3: 0.1763 loss_giou_3: 0.3078 loss_ce_4: 0.2078 loss_bbox_4: 0.1719 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:32] d2.utils.events INFO: eta: 4:43:07 iter: 389459 total_loss: 5 loss_ce: 0.2155 loss_bbox: 0.1509 loss_giou: 0.3142 loss_ce_0: 0.4284 loss_bbox_0: 0.2629 loss_giou_0: 0.5051 loss_ce_1: 0.322 loss_bbox_1: 0.1805 loss_giou_1: 0.363 loss_ce_2: 0.2752 loss_bbox_2: 0.1636 loss_giou_2: 0.3393 loss_ce_3: 0.2466 loss_bbox_3: 0.1556 loss_giou_3: 0.3274 loss_ce_4: 0.2225 loss_bbox_4: 0.1489 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:38] d2.utils.events INFO: eta: 4:43:00 iter: 389479 total_loss: 4.681 loss_ce: 0.1929 loss_bbox: 0.1659 loss_giou: 0.2902 loss_ce_0: 0.4167 loss_bbox_0: 0.278 loss_giou_0: 0.4321 loss_ce_1: 0.3034 loss_bbox_1: 0.1961 loss_giou_1: 0.3323 loss_ce_2: 0.2574 loss_bbox_2: 0.1744 loss_giou_2: 0.3065 loss_ce_3: 0.2086 loss_bbox_3: 0.1714 loss_giou_3: 0.296 loss_ce_4: 0.1967 loss_bbox_4: 0.1664 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:43] d2.utils.events INFO: eta: 4:42:55 iter: 389499 total_loss: 4.858 loss_ce: 0.2232 loss_bbox: 0.1574 loss_giou: 0.3085 loss_ce_0: 0.4338 loss_bbox_0: 0.2667 loss_giou_0: 0.45 loss_ce_1: 0.3376 loss_bbox_1: 0.1853 loss_giou_1: 0.3472 loss_ce_2: 0.2717 loss_bbox_2: 0.1675 loss_giou_2: 0.3115 loss_ce_3: 0.2371 loss_bbox_3: 0.1611 loss_giou_3: 0.3131 loss_ce_4: 0.2268 loss_bbox_4: 0.1582 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:49] d2.utils.events INFO: eta: 4:42:47 iter: 389519 total_loss: 4.873 loss_ce: 0.2028 loss_bbox: 0.1596 loss_giou: 0.3073 loss_ce_0: 0.4244 loss_bbox_0: 0.2625 loss_giou_0: 0.4693 loss_ce_1: 0.3192 loss_bbox_1: 0.1853 loss_giou_1: 0.3569 loss_ce_2: 0.2586 loss_bbox_2: 0.1755 loss_giou_2: 0.3291 loss_ce_3: 0.2258 loss_bbox_3: 0.1644 loss_giou_3: 0.3167 loss_ce_4: 0.21 loss_bbox_4: 0.1628 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 21:01:55] d2.utils.events INFO: eta: 4:42:37 iter: 389539 total_loss: 4.651 loss_ce: 0.1976 loss_bbox: 0.1558 loss_giou: 0.2965 loss_ce_0: 0.4298 loss_bbox_0: 0.2735 loss_giou_0: 0.4436 loss_ce_1: 0.3068 loss_bbox_1: 0.19 loss_giou_1: 0.3413 loss_ce_2: 0.2407 loss_bbox_2: 0.1685 loss_giou_2: 0.3143 loss_ce_3: 0.2073 loss_bbox_3: 0.1621 loss_giou_3: 0.3078 loss_ce_4: 0.2025 loss_bbox_4: 0.1578 loss_giou_4: 0.2974 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:00] d2.utils.events INFO: eta: 4:42:30 iter: 389559 total_loss: 5.023 loss_ce: 0.2031 loss_bbox: 0.1603 loss_giou: 0.3318 loss_ce_0: 0.4283 loss_bbox_0: 0.256 loss_giou_0: 0.5047 loss_ce_1: 0.3148 loss_bbox_1: 0.185 loss_giou_1: 0.3793 loss_ce_2: 0.2513 loss_bbox_2: 0.17 loss_giou_2: 0.3529 loss_ce_3: 0.2247 loss_bbox_3: 0.1646 loss_giou_3: 0.3455 loss_ce_4: 0.2032 loss_bbox_4: 0.1617 loss_giou_4: 0.3389 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:06] d2.utils.events INFO: eta: 4:42:29 iter: 389579 total_loss: 4.788 loss_ce: 0.2076 loss_bbox: 0.1526 loss_giou: 0.307 loss_ce_0: 0.4402 loss_bbox_0: 0.2535 loss_giou_0: 0.4703 loss_ce_1: 0.3153 loss_bbox_1: 0.1776 loss_giou_1: 0.3514 loss_ce_2: 0.2593 loss_bbox_2: 0.1691 loss_giou_2: 0.3319 loss_ce_3: 0.2264 loss_bbox_3: 0.1618 loss_giou_3: 0.3214 loss_ce_4: 0.2114 loss_bbox_4: 0.156 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:12] d2.utils.events INFO: eta: 4:42:23 iter: 389599 total_loss: 4.566 loss_ce: 0.1817 loss_bbox: 0.1575 loss_giou: 0.285 loss_ce_0: 0.4126 loss_bbox_0: 0.2592 loss_giou_0: 0.4393 loss_ce_1: 0.297 loss_bbox_1: 0.179 loss_giou_1: 0.325 loss_ce_2: 0.2443 loss_bbox_2: 0.1603 loss_giou_2: 0.3022 loss_ce_3: 0.2069 loss_bbox_3: 0.1562 loss_giou_3: 0.287 loss_ce_4: 0.1885 loss_bbox_4: 0.1558 loss_giou_4: 0.2853 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:17] d2.utils.events INFO: eta: 4:42:21 iter: 389619 total_loss: 4.947 loss_ce: 0.2165 loss_bbox: 0.1652 loss_giou: 0.306 loss_ce_0: 0.4246 loss_bbox_0: 0.2799 loss_giou_0: 0.4779 loss_ce_1: 0.3281 loss_bbox_1: 0.1898 loss_giou_1: 0.3523 loss_ce_2: 0.2631 loss_bbox_2: 0.1759 loss_giou_2: 0.3316 loss_ce_3: 0.2291 loss_bbox_3: 0.1694 loss_giou_3: 0.3214 loss_ce_4: 0.2176 loss_bbox_4: 0.1667 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:23] d2.utils.events INFO: eta: 4:42:18 iter: 389639 total_loss: 4.767 loss_ce: 0.2079 loss_bbox: 0.1498 loss_giou: 0.295 loss_ce_0: 0.418 loss_bbox_0: 0.2594 loss_giou_0: 0.4791 loss_ce_1: 0.3192 loss_bbox_1: 0.1784 loss_giou_1: 0.3363 loss_ce_2: 0.2653 loss_bbox_2: 0.1625 loss_giou_2: 0.3156 loss_ce_3: 0.2306 loss_bbox_3: 0.1557 loss_giou_3: 0.3038 loss_ce_4: 0.2116 loss_bbox_4: 0.1553 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:29] d2.utils.events INFO: eta: 4:42:13 iter: 389659 total_loss: 5.028 loss_ce: 0.2146 loss_bbox: 0.1599 loss_giou: 0.3097 loss_ce_0: 0.4467 loss_bbox_0: 0.2701 loss_giou_0: 0.4799 loss_ce_1: 0.3388 loss_bbox_1: 0.1933 loss_giou_1: 0.358 loss_ce_2: 0.2771 loss_bbox_2: 0.176 loss_giou_2: 0.3335 loss_ce_3: 0.2395 loss_bbox_3: 0.164 loss_giou_3: 0.318 loss_ce_4: 0.219 loss_bbox_4: 0.1618 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0338 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:35] d2.utils.events INFO: eta: 4:42:08 iter: 389679 total_loss: 4.576 loss_ce: 0.1892 loss_bbox: 0.1505 loss_giou: 0.307 loss_ce_0: 0.4199 loss_bbox_0: 0.2565 loss_giou_0: 0.4614 loss_ce_1: 0.2972 loss_bbox_1: 0.1775 loss_giou_1: 0.3505 loss_ce_2: 0.2378 loss_bbox_2: 0.1631 loss_giou_2: 0.322 loss_ce_3: 0.2058 loss_bbox_3: 0.1561 loss_giou_3: 0.3186 loss_ce_4: 0.1866 loss_bbox_4: 0.1538 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:40] d2.utils.events INFO: eta: 4:41:54 iter: 389699 total_loss: 4.66 loss_ce: 0.2129 loss_bbox: 0.1526 loss_giou: 0.3018 loss_ce_0: 0.4208 loss_bbox_0: 0.2516 loss_giou_0: 0.447 loss_ce_1: 0.3026 loss_bbox_1: 0.1788 loss_giou_1: 0.3483 loss_ce_2: 0.2575 loss_bbox_2: 0.1643 loss_giou_2: 0.32 loss_ce_3: 0.2264 loss_bbox_3: 0.1567 loss_giou_3: 0.3085 loss_ce_4: 0.217 loss_bbox_4: 0.1543 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:46] d2.utils.events INFO: eta: 4:41:47 iter: 389719 total_loss: 4.907 loss_ce: 0.214 loss_bbox: 0.1743 loss_giou: 0.309 loss_ce_0: 0.4297 loss_bbox_0: 0.2813 loss_giou_0: 0.4802 loss_ce_1: 0.3259 loss_bbox_1: 0.2029 loss_giou_1: 0.3531 loss_ce_2: 0.2636 loss_bbox_2: 0.1835 loss_giou_2: 0.3308 loss_ce_3: 0.2326 loss_bbox_3: 0.1768 loss_giou_3: 0.3133 loss_ce_4: 0.2156 loss_bbox_4: 0.1779 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:52] d2.utils.events INFO: eta: 4:41:40 iter: 389739 total_loss: 4.718 loss_ce: 0.199 loss_bbox: 0.1544 loss_giou: 0.307 loss_ce_0: 0.4305 loss_bbox_0: 0.2684 loss_giou_0: 0.4708 loss_ce_1: 0.3085 loss_bbox_1: 0.1818 loss_giou_1: 0.3541 loss_ce_2: 0.2455 loss_bbox_2: 0.1661 loss_giou_2: 0.3271 loss_ce_3: 0.2181 loss_bbox_3: 0.159 loss_giou_3: 0.3204 loss_ce_4: 0.2056 loss_bbox_4: 0.1565 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 21:02:57] d2.utils.events INFO: eta: 4:41:43 iter: 389759 total_loss: 4.826 loss_ce: 0.2006 loss_bbox: 0.1439 loss_giou: 0.3049 loss_ce_0: 0.4328 loss_bbox_0: 0.2684 loss_giou_0: 0.4758 loss_ce_1: 0.3182 loss_bbox_1: 0.1733 loss_giou_1: 0.3455 loss_ce_2: 0.2472 loss_bbox_2: 0.1546 loss_giou_2: 0.3241 loss_ce_3: 0.2089 loss_bbox_3: 0.1539 loss_giou_3: 0.3099 loss_ce_4: 0.1937 loss_bbox_4: 0.1487 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:03] d2.utils.events INFO: eta: 4:41:30 iter: 389779 total_loss: 5.074 loss_ce: 0.2226 loss_bbox: 0.178 loss_giou: 0.3093 loss_ce_0: 0.4309 loss_bbox_0: 0.2691 loss_giou_0: 0.4527 loss_ce_1: 0.3329 loss_bbox_1: 0.2 loss_giou_1: 0.3437 loss_ce_2: 0.2724 loss_bbox_2: 0.1862 loss_giou_2: 0.3264 loss_ce_3: 0.2396 loss_bbox_3: 0.1838 loss_giou_3: 0.3232 loss_ce_4: 0.2202 loss_bbox_4: 0.1804 loss_giou_4: 0.3132 time: 0.2800 data_time: 0.0193 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:09] d2.utils.events INFO: eta: 4:41:29 iter: 389799 total_loss: 5.022 loss_ce: 0.2204 loss_bbox: 0.1599 loss_giou: 0.2975 loss_ce_0: 0.4527 loss_bbox_0: 0.2758 loss_giou_0: 0.4685 loss_ce_1: 0.3283 loss_bbox_1: 0.1875 loss_giou_1: 0.3371 loss_ce_2: 0.2704 loss_bbox_2: 0.1755 loss_giou_2: 0.3113 loss_ce_3: 0.2432 loss_bbox_3: 0.1683 loss_giou_3: 0.304 loss_ce_4: 0.222 loss_bbox_4: 0.1611 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:14] d2.utils.events INFO: eta: 4:41:26 iter: 389819 total_loss: 4.824 loss_ce: 0.2117 loss_bbox: 0.1508 loss_giou: 0.2963 loss_ce_0: 0.4404 loss_bbox_0: 0.2651 loss_giou_0: 0.4601 loss_ce_1: 0.3251 loss_bbox_1: 0.1835 loss_giou_1: 0.3422 loss_ce_2: 0.2655 loss_bbox_2: 0.1614 loss_giou_2: 0.3172 loss_ce_3: 0.2302 loss_bbox_3: 0.1557 loss_giou_3: 0.3099 loss_ce_4: 0.2185 loss_bbox_4: 0.152 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:20] d2.utils.events INFO: eta: 4:41:21 iter: 389839 total_loss: 4.948 loss_ce: 0.2146 loss_bbox: 0.169 loss_giou: 0.3117 loss_ce_0: 0.4464 loss_bbox_0: 0.2721 loss_giou_0: 0.4558 loss_ce_1: 0.3191 loss_bbox_1: 0.1926 loss_giou_1: 0.3444 loss_ce_2: 0.2568 loss_bbox_2: 0.1734 loss_giou_2: 0.3232 loss_ce_3: 0.2219 loss_bbox_3: 0.17 loss_giou_3: 0.3195 loss_ce_4: 0.2133 loss_bbox_4: 0.1701 loss_giou_4: 0.3203 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:26] d2.utils.events INFO: eta: 4:41:19 iter: 389859 total_loss: 4.537 loss_ce: 0.1816 loss_bbox: 0.14 loss_giou: 0.2775 loss_ce_0: 0.425 loss_bbox_0: 0.2585 loss_giou_0: 0.4437 loss_ce_1: 0.3052 loss_bbox_1: 0.1662 loss_giou_1: 0.319 loss_ce_2: 0.2347 loss_bbox_2: 0.1489 loss_giou_2: 0.2956 loss_ce_3: 0.2001 loss_bbox_3: 0.1423 loss_giou_3: 0.2839 loss_ce_4: 0.1812 loss_bbox_4: 0.1409 loss_giou_4: 0.2818 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:31] d2.utils.events INFO: eta: 4:41:16 iter: 389879 total_loss: 4.842 loss_ce: 0.2366 loss_bbox: 0.1479 loss_giou: 0.3102 loss_ce_0: 0.4401 loss_bbox_0: 0.2603 loss_giou_0: 0.4958 loss_ce_1: 0.3482 loss_bbox_1: 0.1789 loss_giou_1: 0.3584 loss_ce_2: 0.2807 loss_bbox_2: 0.1609 loss_giou_2: 0.3262 loss_ce_3: 0.2502 loss_bbox_3: 0.156 loss_giou_3: 0.3145 loss_ce_4: 0.2321 loss_bbox_4: 0.1527 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:37] d2.utils.events INFO: eta: 4:41:10 iter: 389899 total_loss: 4.94 loss_ce: 0.2145 loss_bbox: 0.1556 loss_giou: 0.3129 loss_ce_0: 0.4411 loss_bbox_0: 0.2666 loss_giou_0: 0.4819 loss_ce_1: 0.336 loss_bbox_1: 0.1781 loss_giou_1: 0.355 loss_ce_2: 0.2816 loss_bbox_2: 0.1663 loss_giou_2: 0.3286 loss_ce_3: 0.2384 loss_bbox_3: 0.155 loss_giou_3: 0.3258 loss_ce_4: 0.2178 loss_bbox_4: 0.1543 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:43] d2.utils.events INFO: eta: 4:41:06 iter: 389919 total_loss: 4.748 loss_ce: 0.2033 loss_bbox: 0.1629 loss_giou: 0.2847 loss_ce_0: 0.428 loss_bbox_0: 0.2811 loss_giou_0: 0.4632 loss_ce_1: 0.3233 loss_bbox_1: 0.1926 loss_giou_1: 0.3278 loss_ce_2: 0.2571 loss_bbox_2: 0.1691 loss_giou_2: 0.3055 loss_ce_3: 0.2254 loss_bbox_3: 0.1671 loss_giou_3: 0.2968 loss_ce_4: 0.2106 loss_bbox_4: 0.1634 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:49] d2.utils.events INFO: eta: 4:41:03 iter: 389939 total_loss: 4.881 loss_ce: 0.2126 loss_bbox: 0.1485 loss_giou: 0.3228 loss_ce_0: 0.4236 loss_bbox_0: 0.2598 loss_giou_0: 0.501 loss_ce_1: 0.3149 loss_bbox_1: 0.1796 loss_giou_1: 0.3609 loss_ce_2: 0.2478 loss_bbox_2: 0.1608 loss_giou_2: 0.3341 loss_ce_3: 0.2127 loss_bbox_3: 0.1536 loss_giou_3: 0.3265 loss_ce_4: 0.2132 loss_bbox_4: 0.1496 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 21:03:54] d2.utils.events INFO: eta: 4:40:57 iter: 389959 total_loss: 5.043 loss_ce: 0.2076 loss_bbox: 0.1673 loss_giou: 0.3182 loss_ce_0: 0.4317 loss_bbox_0: 0.2715 loss_giou_0: 0.4739 loss_ce_1: 0.327 loss_bbox_1: 0.1894 loss_giou_1: 0.361 loss_ce_2: 0.2727 loss_bbox_2: 0.1746 loss_giou_2: 0.337 loss_ce_3: 0.2334 loss_bbox_3: 0.1677 loss_giou_3: 0.3257 loss_ce_4: 0.2145 loss_bbox_4: 0.1659 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0192 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:00] d2.utils.events INFO: eta: 4:40:52 iter: 389979 total_loss: 4.567 loss_ce: 0.2014 loss_bbox: 0.1596 loss_giou: 0.2824 loss_ce_0: 0.4257 loss_bbox_0: 0.2699 loss_giou_0: 0.4293 loss_ce_1: 0.3034 loss_bbox_1: 0.1863 loss_giou_1: 0.3283 loss_ce_2: 0.2501 loss_bbox_2: 0.1717 loss_giou_2: 0.3022 loss_ce_3: 0.2224 loss_bbox_3: 0.1656 loss_giou_3: 0.2936 loss_ce_4: 0.2084 loss_bbox_4: 0.1595 loss_giou_4: 0.2859 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:06] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0389999.pth [11/03 21:04:08] d2.utils.events INFO: eta: 4:40:47 iter: 389999 total_loss: 4.729 loss_ce: 0.2116 loss_bbox: 0.1513 loss_giou: 0.2849 loss_ce_0: 0.4297 loss_bbox_0: 0.2539 loss_giou_0: 0.4726 loss_ce_1: 0.3218 loss_bbox_1: 0.1701 loss_giou_1: 0.3346 loss_ce_2: 0.2519 loss_bbox_2: 0.1585 loss_giou_2: 0.3062 loss_ce_3: 0.2171 loss_bbox_3: 0.1567 loss_giou_3: 0.299 loss_ce_4: 0.2109 loss_bbox_4: 0.1574 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:13] d2.utils.events INFO: eta: 4:40:44 iter: 390019 total_loss: 4.856 loss_ce: 0.2123 loss_bbox: 0.153 loss_giou: 0.3148 loss_ce_0: 0.4284 loss_bbox_0: 0.2644 loss_giou_0: 0.4669 loss_ce_1: 0.3194 loss_bbox_1: 0.1854 loss_giou_1: 0.3551 loss_ce_2: 0.2601 loss_bbox_2: 0.1634 loss_giou_2: 0.3349 loss_ce_3: 0.2298 loss_bbox_3: 0.1607 loss_giou_3: 0.3217 loss_ce_4: 0.2176 loss_bbox_4: 0.1537 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:19] d2.utils.events INFO: eta: 4:40:36 iter: 390039 total_loss: 4.976 loss_ce: 0.2076 loss_bbox: 0.1556 loss_giou: 0.3048 loss_ce_0: 0.4326 loss_bbox_0: 0.2648 loss_giou_0: 0.4726 loss_ce_1: 0.3257 loss_bbox_1: 0.1909 loss_giou_1: 0.3519 loss_ce_2: 0.2756 loss_bbox_2: 0.169 loss_giou_2: 0.3272 loss_ce_3: 0.2283 loss_bbox_3: 0.1582 loss_giou_3: 0.3175 loss_ce_4: 0.2132 loss_bbox_4: 0.1566 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:25] d2.utils.events INFO: eta: 4:40:29 iter: 390059 total_loss: 4.673 loss_ce: 0.1985 loss_bbox: 0.1561 loss_giou: 0.2974 loss_ce_0: 0.3972 loss_bbox_0: 0.261 loss_giou_0: 0.4507 loss_ce_1: 0.2994 loss_bbox_1: 0.1883 loss_giou_1: 0.331 loss_ce_2: 0.2447 loss_bbox_2: 0.169 loss_giou_2: 0.3122 loss_ce_3: 0.2145 loss_bbox_3: 0.1623 loss_giou_3: 0.3064 loss_ce_4: 0.2067 loss_bbox_4: 0.1628 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:30] d2.utils.events INFO: eta: 4:40:23 iter: 390079 total_loss: 4.795 loss_ce: 0.2131 loss_bbox: 0.1516 loss_giou: 0.3048 loss_ce_0: 0.4194 loss_bbox_0: 0.2699 loss_giou_0: 0.4709 loss_ce_1: 0.3256 loss_bbox_1: 0.1818 loss_giou_1: 0.3524 loss_ce_2: 0.2587 loss_bbox_2: 0.1692 loss_giou_2: 0.3295 loss_ce_3: 0.2273 loss_bbox_3: 0.1617 loss_giou_3: 0.3187 loss_ce_4: 0.2192 loss_bbox_4: 0.159 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0316 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:36] d2.utils.events INFO: eta: 4:40:18 iter: 390099 total_loss: 4.723 loss_ce: 0.206 loss_bbox: 0.1486 loss_giou: 0.3026 loss_ce_0: 0.433 loss_bbox_0: 0.2605 loss_giou_0: 0.4794 loss_ce_1: 0.3174 loss_bbox_1: 0.1736 loss_giou_1: 0.3476 loss_ce_2: 0.2594 loss_bbox_2: 0.1563 loss_giou_2: 0.3184 loss_ce_3: 0.2313 loss_bbox_3: 0.1497 loss_giou_3: 0.3085 loss_ce_4: 0.2143 loss_bbox_4: 0.1481 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:42] d2.utils.events INFO: eta: 4:40:10 iter: 390119 total_loss: 4.86 loss_ce: 0.2114 loss_bbox: 0.1585 loss_giou: 0.3017 loss_ce_0: 0.4365 loss_bbox_0: 0.2605 loss_giou_0: 0.463 loss_ce_1: 0.3208 loss_bbox_1: 0.1911 loss_giou_1: 0.3406 loss_ce_2: 0.2508 loss_bbox_2: 0.1753 loss_giou_2: 0.3204 loss_ce_3: 0.2291 loss_bbox_3: 0.1646 loss_giou_3: 0.3122 loss_ce_4: 0.2164 loss_bbox_4: 0.1604 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:47] d2.utils.events INFO: eta: 4:40:06 iter: 390139 total_loss: 4.853 loss_ce: 0.2071 loss_bbox: 0.1558 loss_giou: 0.3034 loss_ce_0: 0.4414 loss_bbox_0: 0.2753 loss_giou_0: 0.472 loss_ce_1: 0.3153 loss_bbox_1: 0.1931 loss_giou_1: 0.3481 loss_ce_2: 0.2556 loss_bbox_2: 0.1712 loss_giou_2: 0.3178 loss_ce_3: 0.2209 loss_bbox_3: 0.1696 loss_giou_3: 0.312 loss_ce_4: 0.2083 loss_bbox_4: 0.1593 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:53] d2.utils.events INFO: eta: 4:40:01 iter: 390159 total_loss: 4.95 loss_ce: 0.2078 loss_bbox: 0.1579 loss_giou: 0.3056 loss_ce_0: 0.4435 loss_bbox_0: 0.26 loss_giou_0: 0.47 loss_ce_1: 0.3327 loss_bbox_1: 0.1812 loss_giou_1: 0.3524 loss_ce_2: 0.2663 loss_bbox_2: 0.1653 loss_giou_2: 0.3223 loss_ce_3: 0.2397 loss_bbox_3: 0.163 loss_giou_3: 0.3136 loss_ce_4: 0.2188 loss_bbox_4: 0.159 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0316 lr: 2.5e-06 max_mem: 5427M [11/03 21:04:59] d2.utils.events INFO: eta: 4:39:59 iter: 390179 total_loss: 4.968 loss_ce: 0.2211 loss_bbox: 0.1625 loss_giou: 0.315 loss_ce_0: 0.4475 loss_bbox_0: 0.2595 loss_giou_0: 0.474 loss_ce_1: 0.3357 loss_bbox_1: 0.1846 loss_giou_1: 0.3618 loss_ce_2: 0.2825 loss_bbox_2: 0.1712 loss_giou_2: 0.3312 loss_ce_3: 0.2405 loss_bbox_3: 0.1672 loss_giou_3: 0.3275 loss_ce_4: 0.2297 loss_bbox_4: 0.1643 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:04] d2.utils.events INFO: eta: 4:39:51 iter: 390199 total_loss: 4.874 loss_ce: 0.2181 loss_bbox: 0.1495 loss_giou: 0.2942 loss_ce_0: 0.4214 loss_bbox_0: 0.2703 loss_giou_0: 0.4676 loss_ce_1: 0.3217 loss_bbox_1: 0.1779 loss_giou_1: 0.3364 loss_ce_2: 0.2695 loss_bbox_2: 0.167 loss_giou_2: 0.3134 loss_ce_3: 0.2367 loss_bbox_3: 0.1643 loss_giou_3: 0.3081 loss_ce_4: 0.2261 loss_bbox_4: 0.1583 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:10] d2.utils.events INFO: eta: 4:39:51 iter: 390219 total_loss: 4.696 loss_ce: 0.1961 loss_bbox: 0.1592 loss_giou: 0.3008 loss_ce_0: 0.4136 loss_bbox_0: 0.265 loss_giou_0: 0.4624 loss_ce_1: 0.3032 loss_bbox_1: 0.1917 loss_giou_1: 0.3439 loss_ce_2: 0.2443 loss_bbox_2: 0.1726 loss_giou_2: 0.3238 loss_ce_3: 0.2152 loss_bbox_3: 0.1657 loss_giou_3: 0.3135 loss_ce_4: 0.2011 loss_bbox_4: 0.1597 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:16] d2.utils.events INFO: eta: 4:39:46 iter: 390239 total_loss: 4.822 loss_ce: 0.2107 loss_bbox: 0.1478 loss_giou: 0.3092 loss_ce_0: 0.4366 loss_bbox_0: 0.2531 loss_giou_0: 0.4827 loss_ce_1: 0.324 loss_bbox_1: 0.1803 loss_giou_1: 0.3508 loss_ce_2: 0.2577 loss_bbox_2: 0.1618 loss_giou_2: 0.3264 loss_ce_3: 0.2288 loss_bbox_3: 0.1577 loss_giou_3: 0.321 loss_ce_4: 0.217 loss_bbox_4: 0.152 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:21] d2.utils.events INFO: eta: 4:39:35 iter: 390259 total_loss: 4.943 loss_ce: 0.2108 loss_bbox: 0.1579 loss_giou: 0.3158 loss_ce_0: 0.4396 loss_bbox_0: 0.2724 loss_giou_0: 0.5041 loss_ce_1: 0.3256 loss_bbox_1: 0.1928 loss_giou_1: 0.3618 loss_ce_2: 0.2631 loss_bbox_2: 0.1749 loss_giou_2: 0.3261 loss_ce_3: 0.2368 loss_bbox_3: 0.1643 loss_giou_3: 0.3174 loss_ce_4: 0.2174 loss_bbox_4: 0.1619 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:27] d2.utils.events INFO: eta: 4:39:35 iter: 390279 total_loss: 4.628 loss_ce: 0.1934 loss_bbox: 0.1548 loss_giou: 0.2898 loss_ce_0: 0.4044 loss_bbox_0: 0.269 loss_giou_0: 0.4475 loss_ce_1: 0.3013 loss_bbox_1: 0.1905 loss_giou_1: 0.3372 loss_ce_2: 0.2348 loss_bbox_2: 0.1692 loss_giou_2: 0.3055 loss_ce_3: 0.2141 loss_bbox_3: 0.1641 loss_giou_3: 0.2965 loss_ce_4: 0.2072 loss_bbox_4: 0.1604 loss_giou_4: 0.2925 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:33] d2.utils.events INFO: eta: 4:39:24 iter: 390299 total_loss: 4.675 loss_ce: 0.2031 loss_bbox: 0.1586 loss_giou: 0.2718 loss_ce_0: 0.4204 loss_bbox_0: 0.2645 loss_giou_0: 0.423 loss_ce_1: 0.3175 loss_bbox_1: 0.1895 loss_giou_1: 0.3133 loss_ce_2: 0.2607 loss_bbox_2: 0.1722 loss_giou_2: 0.2943 loss_ce_3: 0.2263 loss_bbox_3: 0.1607 loss_giou_3: 0.2872 loss_ce_4: 0.2089 loss_bbox_4: 0.1573 loss_giou_4: 0.285 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:38] d2.utils.events INFO: eta: 4:39:24 iter: 390319 total_loss: 4.778 loss_ce: 0.2049 loss_bbox: 0.1579 loss_giou: 0.2898 loss_ce_0: 0.4249 loss_bbox_0: 0.2574 loss_giou_0: 0.4491 loss_ce_1: 0.3078 loss_bbox_1: 0.1811 loss_giou_1: 0.3256 loss_ce_2: 0.2583 loss_bbox_2: 0.1651 loss_giou_2: 0.302 loss_ce_3: 0.2232 loss_bbox_3: 0.1632 loss_giou_3: 0.2963 loss_ce_4: 0.2118 loss_bbox_4: 0.1587 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:44] d2.utils.events INFO: eta: 4:39:24 iter: 390339 total_loss: 4.606 loss_ce: 0.1886 loss_bbox: 0.1512 loss_giou: 0.3016 loss_ce_0: 0.4138 loss_bbox_0: 0.2538 loss_giou_0: 0.448 loss_ce_1: 0.3007 loss_bbox_1: 0.1809 loss_giou_1: 0.3471 loss_ce_2: 0.2416 loss_bbox_2: 0.1675 loss_giou_2: 0.3177 loss_ce_3: 0.2073 loss_bbox_3: 0.1578 loss_giou_3: 0.3069 loss_ce_4: 0.1901 loss_bbox_4: 0.1551 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:50] d2.utils.events INFO: eta: 4:39:26 iter: 390359 total_loss: 4.838 loss_ce: 0.2079 loss_bbox: 0.1571 loss_giou: 0.3015 loss_ce_0: 0.4324 loss_bbox_0: 0.262 loss_giou_0: 0.4732 loss_ce_1: 0.3278 loss_bbox_1: 0.1835 loss_giou_1: 0.3481 loss_ce_2: 0.2623 loss_bbox_2: 0.1759 loss_giou_2: 0.3224 loss_ce_3: 0.2146 loss_bbox_3: 0.1709 loss_giou_3: 0.3157 loss_ce_4: 0.2087 loss_bbox_4: 0.1603 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 21:05:55] d2.utils.events INFO: eta: 4:39:16 iter: 390379 total_loss: 4.974 loss_ce: 0.2137 loss_bbox: 0.1563 loss_giou: 0.3153 loss_ce_0: 0.4472 loss_bbox_0: 0.2767 loss_giou_0: 0.4946 loss_ce_1: 0.3374 loss_bbox_1: 0.1905 loss_giou_1: 0.367 loss_ce_2: 0.272 loss_bbox_2: 0.171 loss_giou_2: 0.3343 loss_ce_3: 0.2226 loss_bbox_3: 0.1662 loss_giou_3: 0.3199 loss_ce_4: 0.2164 loss_bbox_4: 0.1568 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:01] d2.utils.events INFO: eta: 4:39:20 iter: 390399 total_loss: 4.985 loss_ce: 0.2193 loss_bbox: 0.1628 loss_giou: 0.3013 loss_ce_0: 0.4353 loss_bbox_0: 0.2623 loss_giou_0: 0.4679 loss_ce_1: 0.3399 loss_bbox_1: 0.1825 loss_giou_1: 0.3588 loss_ce_2: 0.2731 loss_bbox_2: 0.1702 loss_giou_2: 0.3279 loss_ce_3: 0.2433 loss_bbox_3: 0.1665 loss_giou_3: 0.3144 loss_ce_4: 0.2281 loss_bbox_4: 0.164 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:07] d2.utils.events INFO: eta: 4:39:26 iter: 390419 total_loss: 4.688 loss_ce: 0.1937 loss_bbox: 0.1472 loss_giou: 0.304 loss_ce_0: 0.4121 loss_bbox_0: 0.253 loss_giou_0: 0.4772 loss_ce_1: 0.2966 loss_bbox_1: 0.1764 loss_giou_1: 0.3489 loss_ce_2: 0.2398 loss_bbox_2: 0.1592 loss_giou_2: 0.3206 loss_ce_3: 0.2128 loss_bbox_3: 0.1528 loss_giou_3: 0.312 loss_ce_4: 0.1887 loss_bbox_4: 0.1487 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:12] d2.utils.events INFO: eta: 4:39:23 iter: 390439 total_loss: 4.602 loss_ce: 0.1989 loss_bbox: 0.1505 loss_giou: 0.297 loss_ce_0: 0.4334 loss_bbox_0: 0.2586 loss_giou_0: 0.4423 loss_ce_1: 0.3187 loss_bbox_1: 0.179 loss_giou_1: 0.3345 loss_ce_2: 0.2418 loss_bbox_2: 0.1575 loss_giou_2: 0.3102 loss_ce_3: 0.2119 loss_bbox_3: 0.1533 loss_giou_3: 0.3 loss_ce_4: 0.2018 loss_bbox_4: 0.1513 loss_giou_4: 0.2988 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:18] d2.utils.events INFO: eta: 4:39:09 iter: 390459 total_loss: 4.954 loss_ce: 0.2114 loss_bbox: 0.1586 loss_giou: 0.3082 loss_ce_0: 0.4333 loss_bbox_0: 0.2803 loss_giou_0: 0.4708 loss_ce_1: 0.3222 loss_bbox_1: 0.1908 loss_giou_1: 0.3471 loss_ce_2: 0.2698 loss_bbox_2: 0.1705 loss_giou_2: 0.328 loss_ce_3: 0.225 loss_bbox_3: 0.1662 loss_giou_3: 0.3157 loss_ce_4: 0.213 loss_bbox_4: 0.1617 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:24] d2.utils.events INFO: eta: 4:39:11 iter: 390479 total_loss: 4.833 loss_ce: 0.2078 loss_bbox: 0.1604 loss_giou: 0.2896 loss_ce_0: 0.4308 loss_bbox_0: 0.2722 loss_giou_0: 0.464 loss_ce_1: 0.319 loss_bbox_1: 0.1909 loss_giou_1: 0.3448 loss_ce_2: 0.2648 loss_bbox_2: 0.1797 loss_giou_2: 0.3122 loss_ce_3: 0.23 loss_bbox_3: 0.1689 loss_giou_3: 0.3031 loss_ce_4: 0.2082 loss_bbox_4: 0.1635 loss_giou_4: 0.2943 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:29] d2.utils.events INFO: eta: 4:39:04 iter: 390499 total_loss: 4.454 loss_ce: 0.2034 loss_bbox: 0.1461 loss_giou: 0.2937 loss_ce_0: 0.4119 loss_bbox_0: 0.2527 loss_giou_0: 0.4592 loss_ce_1: 0.2973 loss_bbox_1: 0.1759 loss_giou_1: 0.3345 loss_ce_2: 0.2499 loss_bbox_2: 0.1615 loss_giou_2: 0.3151 loss_ce_3: 0.2188 loss_bbox_3: 0.156 loss_giou_3: 0.2971 loss_ce_4: 0.2039 loss_bbox_4: 0.1515 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:35] d2.utils.events INFO: eta: 4:38:55 iter: 390519 total_loss: 4.627 loss_ce: 0.1861 loss_bbox: 0.1546 loss_giou: 0.3075 loss_ce_0: 0.4368 loss_bbox_0: 0.2484 loss_giou_0: 0.4682 loss_ce_1: 0.3194 loss_bbox_1: 0.1778 loss_giou_1: 0.3467 loss_ce_2: 0.2522 loss_bbox_2: 0.1623 loss_giou_2: 0.3219 loss_ce_3: 0.2273 loss_bbox_3: 0.1596 loss_giou_3: 0.3121 loss_ce_4: 0.1852 loss_bbox_4: 0.1552 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:41] d2.utils.events INFO: eta: 4:38:55 iter: 390539 total_loss: 4.845 loss_ce: 0.2065 loss_bbox: 0.1534 loss_giou: 0.315 loss_ce_0: 0.4149 loss_bbox_0: 0.2733 loss_giou_0: 0.5075 loss_ce_1: 0.3229 loss_bbox_1: 0.1859 loss_giou_1: 0.3611 loss_ce_2: 0.2564 loss_bbox_2: 0.169 loss_giou_2: 0.3365 loss_ce_3: 0.2177 loss_bbox_3: 0.1623 loss_giou_3: 0.3261 loss_ce_4: 0.2073 loss_bbox_4: 0.1546 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:46] d2.utils.events INFO: eta: 4:38:54 iter: 390559 total_loss: 4.638 loss_ce: 0.1921 loss_bbox: 0.1468 loss_giou: 0.2872 loss_ce_0: 0.4047 loss_bbox_0: 0.2419 loss_giou_0: 0.4295 loss_ce_1: 0.3063 loss_bbox_1: 0.1711 loss_giou_1: 0.3379 loss_ce_2: 0.2387 loss_bbox_2: 0.157 loss_giou_2: 0.3142 loss_ce_3: 0.1999 loss_bbox_3: 0.1511 loss_giou_3: 0.2993 loss_ce_4: 0.1899 loss_bbox_4: 0.1485 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:52] d2.utils.events INFO: eta: 4:38:55 iter: 390579 total_loss: 4.738 loss_ce: 0.2062 loss_bbox: 0.1557 loss_giou: 0.3019 loss_ce_0: 0.4289 loss_bbox_0: 0.264 loss_giou_0: 0.4662 loss_ce_1: 0.3186 loss_bbox_1: 0.1936 loss_giou_1: 0.3481 loss_ce_2: 0.2588 loss_bbox_2: 0.1684 loss_giou_2: 0.3261 loss_ce_3: 0.2264 loss_bbox_3: 0.16 loss_giou_3: 0.3155 loss_ce_4: 0.2127 loss_bbox_4: 0.1592 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 21:06:58] d2.utils.events INFO: eta: 4:38:44 iter: 390599 total_loss: 4.891 loss_ce: 0.2016 loss_bbox: 0.1461 loss_giou: 0.322 loss_ce_0: 0.4136 loss_bbox_0: 0.2473 loss_giou_0: 0.4915 loss_ce_1: 0.3053 loss_bbox_1: 0.1681 loss_giou_1: 0.3655 loss_ce_2: 0.2472 loss_bbox_2: 0.1585 loss_giou_2: 0.3374 loss_ce_3: 0.2209 loss_bbox_3: 0.1514 loss_giou_3: 0.3295 loss_ce_4: 0.2017 loss_bbox_4: 0.1497 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:04] d2.utils.events INFO: eta: 4:38:41 iter: 390619 total_loss: 4.809 loss_ce: 0.2079 loss_bbox: 0.1497 loss_giou: 0.3067 loss_ce_0: 0.4324 loss_bbox_0: 0.2524 loss_giou_0: 0.4884 loss_ce_1: 0.3074 loss_bbox_1: 0.1794 loss_giou_1: 0.3472 loss_ce_2: 0.2622 loss_bbox_2: 0.1629 loss_giou_2: 0.3249 loss_ce_3: 0.229 loss_bbox_3: 0.1516 loss_giou_3: 0.3116 loss_ce_4: 0.212 loss_bbox_4: 0.1513 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:09] d2.utils.events INFO: eta: 4:38:21 iter: 390639 total_loss: 4.636 loss_ce: 0.2117 loss_bbox: 0.1537 loss_giou: 0.2699 loss_ce_0: 0.426 loss_bbox_0: 0.2746 loss_giou_0: 0.421 loss_ce_1: 0.3095 loss_bbox_1: 0.1908 loss_giou_1: 0.3112 loss_ce_2: 0.2525 loss_bbox_2: 0.1713 loss_giou_2: 0.2866 loss_ce_3: 0.2259 loss_bbox_3: 0.1617 loss_giou_3: 0.2763 loss_ce_4: 0.2141 loss_bbox_4: 0.1553 loss_giou_4: 0.2763 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:15] d2.utils.events INFO: eta: 4:38:11 iter: 390659 total_loss: 4.615 loss_ce: 0.1914 loss_bbox: 0.1628 loss_giou: 0.2854 loss_ce_0: 0.4243 loss_bbox_0: 0.262 loss_giou_0: 0.4569 loss_ce_1: 0.3056 loss_bbox_1: 0.1835 loss_giou_1: 0.3293 loss_ce_2: 0.2392 loss_bbox_2: 0.1691 loss_giou_2: 0.3024 loss_ce_3: 0.2104 loss_bbox_3: 0.1657 loss_giou_3: 0.2927 loss_ce_4: 0.201 loss_bbox_4: 0.1644 loss_giou_4: 0.288 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:20] d2.utils.events INFO: eta: 4:37:57 iter: 390679 total_loss: 4.999 loss_ce: 0.2207 loss_bbox: 0.1495 loss_giou: 0.3276 loss_ce_0: 0.436 loss_bbox_0: 0.2595 loss_giou_0: 0.5166 loss_ce_1: 0.3347 loss_bbox_1: 0.1771 loss_giou_1: 0.3739 loss_ce_2: 0.266 loss_bbox_2: 0.1619 loss_giou_2: 0.3502 loss_ce_3: 0.2341 loss_bbox_3: 0.1568 loss_giou_3: 0.3434 loss_ce_4: 0.2193 loss_bbox_4: 0.1506 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:26] d2.utils.events INFO: eta: 4:37:57 iter: 390699 total_loss: 4.881 loss_ce: 0.2109 loss_bbox: 0.1502 loss_giou: 0.3059 loss_ce_0: 0.4318 loss_bbox_0: 0.256 loss_giou_0: 0.4823 loss_ce_1: 0.3352 loss_bbox_1: 0.1863 loss_giou_1: 0.3494 loss_ce_2: 0.2735 loss_bbox_2: 0.1626 loss_giou_2: 0.3223 loss_ce_3: 0.2333 loss_bbox_3: 0.1577 loss_giou_3: 0.316 loss_ce_4: 0.2149 loss_bbox_4: 0.1503 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:32] d2.utils.events INFO: eta: 4:37:47 iter: 390719 total_loss: 4.851 loss_ce: 0.2008 loss_bbox: 0.1619 loss_giou: 0.3018 loss_ce_0: 0.4254 loss_bbox_0: 0.2681 loss_giou_0: 0.4407 loss_ce_1: 0.3086 loss_bbox_1: 0.1921 loss_giou_1: 0.3461 loss_ce_2: 0.2395 loss_bbox_2: 0.1719 loss_giou_2: 0.3131 loss_ce_3: 0.2152 loss_bbox_3: 0.1677 loss_giou_3: 0.304 loss_ce_4: 0.2062 loss_bbox_4: 0.1627 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:37] d2.utils.events INFO: eta: 4:37:35 iter: 390739 total_loss: 4.954 loss_ce: 0.2157 loss_bbox: 0.1594 loss_giou: 0.3064 loss_ce_0: 0.4351 loss_bbox_0: 0.2617 loss_giou_0: 0.473 loss_ce_1: 0.3314 loss_bbox_1: 0.1793 loss_giou_1: 0.3393 loss_ce_2: 0.2607 loss_bbox_2: 0.1735 loss_giou_2: 0.3142 loss_ce_3: 0.2251 loss_bbox_3: 0.1629 loss_giou_3: 0.3072 loss_ce_4: 0.218 loss_bbox_4: 0.1602 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0319 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:43] d2.utils.events INFO: eta: 4:37:13 iter: 390759 total_loss: 4.589 loss_ce: 0.1992 loss_bbox: 0.1597 loss_giou: 0.2828 loss_ce_0: 0.4326 loss_bbox_0: 0.2585 loss_giou_0: 0.4307 loss_ce_1: 0.3148 loss_bbox_1: 0.1834 loss_giou_1: 0.3239 loss_ce_2: 0.2441 loss_bbox_2: 0.1673 loss_giou_2: 0.3066 loss_ce_3: 0.2053 loss_bbox_3: 0.1648 loss_giou_3: 0.2914 loss_ce_4: 0.1947 loss_bbox_4: 0.1628 loss_giou_4: 0.2858 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:49] d2.utils.events INFO: eta: 4:37:23 iter: 390779 total_loss: 4.845 loss_ce: 0.2114 loss_bbox: 0.1407 loss_giou: 0.3228 loss_ce_0: 0.4363 loss_bbox_0: 0.2502 loss_giou_0: 0.4886 loss_ce_1: 0.326 loss_bbox_1: 0.1701 loss_giou_1: 0.3671 loss_ce_2: 0.2627 loss_bbox_2: 0.1538 loss_giou_2: 0.3435 loss_ce_3: 0.2279 loss_bbox_3: 0.1467 loss_giou_3: 0.3368 loss_ce_4: 0.2172 loss_bbox_4: 0.142 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 21:07:54] d2.utils.events INFO: eta: 4:37:13 iter: 390799 total_loss: 4.826 loss_ce: 0.1952 loss_bbox: 0.1664 loss_giou: 0.2919 loss_ce_0: 0.4365 loss_bbox_0: 0.2798 loss_giou_0: 0.467 loss_ce_1: 0.3279 loss_bbox_1: 0.1968 loss_giou_1: 0.3494 loss_ce_2: 0.2519 loss_bbox_2: 0.1791 loss_giou_2: 0.3183 loss_ce_3: 0.2198 loss_bbox_3: 0.172 loss_giou_3: 0.3066 loss_ce_4: 0.2039 loss_bbox_4: 0.1687 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:00] d2.utils.events INFO: eta: 4:37:07 iter: 390819 total_loss: 5.036 loss_ce: 0.2052 loss_bbox: 0.1633 loss_giou: 0.3168 loss_ce_0: 0.4309 loss_bbox_0: 0.2676 loss_giou_0: 0.4889 loss_ce_1: 0.314 loss_bbox_1: 0.1927 loss_giou_1: 0.3558 loss_ce_2: 0.2474 loss_bbox_2: 0.1737 loss_giou_2: 0.3268 loss_ce_3: 0.2194 loss_bbox_3: 0.1682 loss_giou_3: 0.3254 loss_ce_4: 0.2022 loss_bbox_4: 0.1662 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:06] d2.utils.events INFO: eta: 4:37:02 iter: 390839 total_loss: 4.788 loss_ce: 0.211 loss_bbox: 0.1638 loss_giou: 0.2943 loss_ce_0: 0.4166 loss_bbox_0: 0.2598 loss_giou_0: 0.4567 loss_ce_1: 0.3148 loss_bbox_1: 0.1851 loss_giou_1: 0.3381 loss_ce_2: 0.2517 loss_bbox_2: 0.1723 loss_giou_2: 0.31 loss_ce_3: 0.226 loss_bbox_3: 0.1608 loss_giou_3: 0.297 loss_ce_4: 0.2174 loss_bbox_4: 0.1603 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:12] d2.utils.events INFO: eta: 4:36:56 iter: 390859 total_loss: 4.638 loss_ce: 0.2058 loss_bbox: 0.1594 loss_giou: 0.2943 loss_ce_0: 0.4355 loss_bbox_0: 0.2649 loss_giou_0: 0.4534 loss_ce_1: 0.312 loss_bbox_1: 0.1926 loss_giou_1: 0.3379 loss_ce_2: 0.2607 loss_bbox_2: 0.1751 loss_giou_2: 0.3198 loss_ce_3: 0.2187 loss_bbox_3: 0.1692 loss_giou_3: 0.3053 loss_ce_4: 0.2012 loss_bbox_4: 0.1632 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0318 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:17] d2.utils.events INFO: eta: 4:36:54 iter: 390879 total_loss: 4.65 loss_ce: 0.2035 loss_bbox: 0.1558 loss_giou: 0.2797 loss_ce_0: 0.4334 loss_bbox_0: 0.2663 loss_giou_0: 0.4254 loss_ce_1: 0.327 loss_bbox_1: 0.1901 loss_giou_1: 0.3224 loss_ce_2: 0.2617 loss_bbox_2: 0.1641 loss_giou_2: 0.2927 loss_ce_3: 0.2169 loss_bbox_3: 0.1589 loss_giou_3: 0.2868 loss_ce_4: 0.2053 loss_bbox_4: 0.1593 loss_giou_4: 0.2815 time: 0.2800 data_time: 0.0208 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:23] d2.utils.events INFO: eta: 4:36:42 iter: 390899 total_loss: 4.637 loss_ce: 0.1978 loss_bbox: 0.1378 loss_giou: 0.3007 loss_ce_0: 0.422 loss_bbox_0: 0.241 loss_giou_0: 0.4796 loss_ce_1: 0.2982 loss_bbox_1: 0.1673 loss_giou_1: 0.3459 loss_ce_2: 0.2502 loss_bbox_2: 0.1476 loss_giou_2: 0.3191 loss_ce_3: 0.2137 loss_bbox_3: 0.1422 loss_giou_3: 0.3079 loss_ce_4: 0.1994 loss_bbox_4: 0.1429 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:29] d2.utils.events INFO: eta: 4:36:42 iter: 390919 total_loss: 4.616 loss_ce: 0.1996 loss_bbox: 0.1437 loss_giou: 0.3005 loss_ce_0: 0.4278 loss_bbox_0: 0.2571 loss_giou_0: 0.4621 loss_ce_1: 0.3225 loss_bbox_1: 0.1713 loss_giou_1: 0.335 loss_ce_2: 0.2554 loss_bbox_2: 0.1602 loss_giou_2: 0.3101 loss_ce_3: 0.2184 loss_bbox_3: 0.1508 loss_giou_3: 0.3055 loss_ce_4: 0.2046 loss_bbox_4: 0.1486 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:34] d2.utils.events INFO: eta: 4:36:35 iter: 390939 total_loss: 4.809 loss_ce: 0.1936 loss_bbox: 0.1569 loss_giou: 0.3019 loss_ce_0: 0.4213 loss_bbox_0: 0.275 loss_giou_0: 0.4533 loss_ce_1: 0.311 loss_bbox_1: 0.1881 loss_giou_1: 0.3432 loss_ce_2: 0.2536 loss_bbox_2: 0.1728 loss_giou_2: 0.3121 loss_ce_3: 0.2209 loss_bbox_3: 0.166 loss_giou_3: 0.3084 loss_ce_4: 0.201 loss_bbox_4: 0.1623 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:40] d2.utils.events INFO: eta: 4:36:21 iter: 390959 total_loss: 4.659 loss_ce: 0.1961 loss_bbox: 0.16 loss_giou: 0.2934 loss_ce_0: 0.4274 loss_bbox_0: 0.2629 loss_giou_0: 0.4528 loss_ce_1: 0.3055 loss_bbox_1: 0.1831 loss_giou_1: 0.3275 loss_ce_2: 0.2485 loss_bbox_2: 0.1683 loss_giou_2: 0.3017 loss_ce_3: 0.214 loss_bbox_3: 0.1617 loss_giou_3: 0.2975 loss_ce_4: 0.1979 loss_bbox_4: 0.164 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:46] d2.utils.events INFO: eta: 4:36:17 iter: 390979 total_loss: 4.86 loss_ce: 0.2013 loss_bbox: 0.1472 loss_giou: 0.3204 loss_ce_0: 0.4296 loss_bbox_0: 0.2636 loss_giou_0: 0.4717 loss_ce_1: 0.3233 loss_bbox_1: 0.1795 loss_giou_1: 0.3541 loss_ce_2: 0.2602 loss_bbox_2: 0.1646 loss_giou_2: 0.3323 loss_ce_3: 0.2207 loss_bbox_3: 0.1543 loss_giou_3: 0.3244 loss_ce_4: 0.2116 loss_bbox_4: 0.1481 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:51] d2.utils.events INFO: eta: 4:36:12 iter: 390999 total_loss: 4.668 loss_ce: 0.1999 loss_bbox: 0.1527 loss_giou: 0.2932 loss_ce_0: 0.4228 loss_bbox_0: 0.2563 loss_giou_0: 0.4601 loss_ce_1: 0.3028 loss_bbox_1: 0.1841 loss_giou_1: 0.3398 loss_ce_2: 0.242 loss_bbox_2: 0.1681 loss_giou_2: 0.3089 loss_ce_3: 0.2044 loss_bbox_3: 0.1596 loss_giou_3: 0.2982 loss_ce_4: 0.1953 loss_bbox_4: 0.1566 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:08:57] d2.utils.events INFO: eta: 4:36:06 iter: 391019 total_loss: 4.671 loss_ce: 0.2013 loss_bbox: 0.1506 loss_giou: 0.2955 loss_ce_0: 0.4264 loss_bbox_0: 0.2596 loss_giou_0: 0.4522 loss_ce_1: 0.3024 loss_bbox_1: 0.1763 loss_giou_1: 0.3421 loss_ce_2: 0.2522 loss_bbox_2: 0.1606 loss_giou_2: 0.312 loss_ce_3: 0.2242 loss_bbox_3: 0.1577 loss_giou_3: 0.3048 loss_ce_4: 0.2058 loss_bbox_4: 0.1553 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:03] d2.utils.events INFO: eta: 4:36:04 iter: 391039 total_loss: 5.122 loss_ce: 0.225 loss_bbox: 0.1521 loss_giou: 0.3159 loss_ce_0: 0.4566 loss_bbox_0: 0.268 loss_giou_0: 0.492 loss_ce_1: 0.3331 loss_bbox_1: 0.1859 loss_giou_1: 0.364 loss_ce_2: 0.2708 loss_bbox_2: 0.1697 loss_giou_2: 0.3262 loss_ce_3: 0.2402 loss_bbox_3: 0.1561 loss_giou_3: 0.3216 loss_ce_4: 0.2267 loss_bbox_4: 0.153 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:08] d2.utils.events INFO: eta: 4:36:04 iter: 391059 total_loss: 4.886 loss_ce: 0.2048 loss_bbox: 0.1606 loss_giou: 0.2964 loss_ce_0: 0.4179 loss_bbox_0: 0.2799 loss_giou_0: 0.4672 loss_ce_1: 0.3139 loss_bbox_1: 0.1899 loss_giou_1: 0.3534 loss_ce_2: 0.2558 loss_bbox_2: 0.1692 loss_giou_2: 0.3236 loss_ce_3: 0.2203 loss_bbox_3: 0.1642 loss_giou_3: 0.3168 loss_ce_4: 0.2083 loss_bbox_4: 0.1609 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0337 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:14] d2.utils.events INFO: eta: 4:35:57 iter: 391079 total_loss: 4.902 loss_ce: 0.2086 loss_bbox: 0.1635 loss_giou: 0.3037 loss_ce_0: 0.432 loss_bbox_0: 0.2773 loss_giou_0: 0.4717 loss_ce_1: 0.3333 loss_bbox_1: 0.1896 loss_giou_1: 0.3469 loss_ce_2: 0.2555 loss_bbox_2: 0.1745 loss_giou_2: 0.3279 loss_ce_3: 0.2215 loss_bbox_3: 0.1689 loss_giou_3: 0.3159 loss_ce_4: 0.2137 loss_bbox_4: 0.1643 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:20] d2.utils.events INFO: eta: 4:35:53 iter: 391099 total_loss: 4.566 loss_ce: 0.1912 loss_bbox: 0.1545 loss_giou: 0.3001 loss_ce_0: 0.4269 loss_bbox_0: 0.2595 loss_giou_0: 0.4617 loss_ce_1: 0.3048 loss_bbox_1: 0.1808 loss_giou_1: 0.3425 loss_ce_2: 0.2315 loss_bbox_2: 0.1622 loss_giou_2: 0.3121 loss_ce_3: 0.2123 loss_bbox_3: 0.1586 loss_giou_3: 0.3037 loss_ce_4: 0.1944 loss_bbox_4: 0.1559 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:25] d2.utils.events INFO: eta: 4:35:51 iter: 391119 total_loss: 4.908 loss_ce: 0.2077 loss_bbox: 0.1485 loss_giou: 0.3154 loss_ce_0: 0.4366 loss_bbox_0: 0.2626 loss_giou_0: 0.4824 loss_ce_1: 0.3277 loss_bbox_1: 0.188 loss_giou_1: 0.3678 loss_ce_2: 0.2597 loss_bbox_2: 0.1626 loss_giou_2: 0.3331 loss_ce_3: 0.235 loss_bbox_3: 0.1564 loss_giou_3: 0.32 loss_ce_4: 0.2121 loss_bbox_4: 0.1516 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:31] d2.utils.events INFO: eta: 4:35:39 iter: 391139 total_loss: 4.678 loss_ce: 0.1976 loss_bbox: 0.1523 loss_giou: 0.2764 loss_ce_0: 0.4188 loss_bbox_0: 0.2553 loss_giou_0: 0.438 loss_ce_1: 0.3098 loss_bbox_1: 0.1756 loss_giou_1: 0.3178 loss_ce_2: 0.2553 loss_bbox_2: 0.1647 loss_giou_2: 0.2934 loss_ce_3: 0.2209 loss_bbox_3: 0.1589 loss_giou_3: 0.2817 loss_ce_4: 0.2056 loss_bbox_4: 0.1589 loss_giou_4: 0.285 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:37] d2.utils.events INFO: eta: 4:35:42 iter: 391159 total_loss: 5.034 loss_ce: 0.2056 loss_bbox: 0.17 loss_giou: 0.3267 loss_ce_0: 0.4203 loss_bbox_0: 0.2725 loss_giou_0: 0.4769 loss_ce_1: 0.3143 loss_bbox_1: 0.1918 loss_giou_1: 0.3609 loss_ce_2: 0.2585 loss_bbox_2: 0.1769 loss_giou_2: 0.3433 loss_ce_3: 0.2225 loss_bbox_3: 0.1733 loss_giou_3: 0.335 loss_ce_4: 0.2068 loss_bbox_4: 0.1718 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0208 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:43] d2.utils.events INFO: eta: 4:35:31 iter: 391179 total_loss: 4.745 loss_ce: 0.2044 loss_bbox: 0.1393 loss_giou: 0.277 loss_ce_0: 0.4102 loss_bbox_0: 0.2514 loss_giou_0: 0.428 loss_ce_1: 0.3049 loss_bbox_1: 0.1661 loss_giou_1: 0.3205 loss_ce_2: 0.2459 loss_bbox_2: 0.1508 loss_giou_2: 0.3046 loss_ce_3: 0.2256 loss_bbox_3: 0.1436 loss_giou_3: 0.2942 loss_ce_4: 0.2083 loss_bbox_4: 0.143 loss_giou_4: 0.2814 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:48] d2.utils.events INFO: eta: 4:35:29 iter: 391199 total_loss: 4.802 loss_ce: 0.2012 loss_bbox: 0.1462 loss_giou: 0.3012 loss_ce_0: 0.4266 loss_bbox_0: 0.2763 loss_giou_0: 0.4672 loss_ce_1: 0.3299 loss_bbox_1: 0.18 loss_giou_1: 0.3532 loss_ce_2: 0.2598 loss_bbox_2: 0.1625 loss_giou_2: 0.3203 loss_ce_3: 0.2219 loss_bbox_3: 0.1523 loss_giou_3: 0.3112 loss_ce_4: 0.206 loss_bbox_4: 0.1486 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:09:54] d2.utils.events INFO: eta: 4:35:17 iter: 391219 total_loss: 5.052 loss_ce: 0.2121 loss_bbox: 0.168 loss_giou: 0.3192 loss_ce_0: 0.4351 loss_bbox_0: 0.2728 loss_giou_0: 0.4804 loss_ce_1: 0.3335 loss_bbox_1: 0.1962 loss_giou_1: 0.3612 loss_ce_2: 0.2752 loss_bbox_2: 0.1802 loss_giou_2: 0.3363 loss_ce_3: 0.2359 loss_bbox_3: 0.172 loss_giou_3: 0.3299 loss_ce_4: 0.2163 loss_bbox_4: 0.171 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:00] d2.utils.events INFO: eta: 4:35:16 iter: 391239 total_loss: 4.821 loss_ce: 0.2116 loss_bbox: 0.1493 loss_giou: 0.3037 loss_ce_0: 0.445 loss_bbox_0: 0.2617 loss_giou_0: 0.4714 loss_ce_1: 0.3356 loss_bbox_1: 0.1784 loss_giou_1: 0.3578 loss_ce_2: 0.2553 loss_bbox_2: 0.163 loss_giou_2: 0.3284 loss_ce_3: 0.2229 loss_bbox_3: 0.1565 loss_giou_3: 0.3153 loss_ce_4: 0.2173 loss_bbox_4: 0.1547 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:05] d2.utils.events INFO: eta: 4:35:10 iter: 391259 total_loss: 4.873 loss_ce: 0.2109 loss_bbox: 0.1563 loss_giou: 0.2928 loss_ce_0: 0.4379 loss_bbox_0: 0.2624 loss_giou_0: 0.4648 loss_ce_1: 0.3145 loss_bbox_1: 0.1806 loss_giou_1: 0.3454 loss_ce_2: 0.248 loss_bbox_2: 0.166 loss_giou_2: 0.3063 loss_ce_3: 0.2169 loss_bbox_3: 0.1602 loss_giou_3: 0.3015 loss_ce_4: 0.2126 loss_bbox_4: 0.1574 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:11] d2.utils.events INFO: eta: 4:35:02 iter: 391279 total_loss: 4.976 loss_ce: 0.2156 loss_bbox: 0.1649 loss_giou: 0.3189 loss_ce_0: 0.4277 loss_bbox_0: 0.2726 loss_giou_0: 0.4982 loss_ce_1: 0.3349 loss_bbox_1: 0.1842 loss_giou_1: 0.3725 loss_ce_2: 0.2688 loss_bbox_2: 0.1704 loss_giou_2: 0.3435 loss_ce_3: 0.2385 loss_bbox_3: 0.166 loss_giou_3: 0.3314 loss_ce_4: 0.216 loss_bbox_4: 0.1645 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:17] d2.utils.events INFO: eta: 4:34:59 iter: 391299 total_loss: 4.629 loss_ce: 0.1969 loss_bbox: 0.163 loss_giou: 0.2819 loss_ce_0: 0.4137 loss_bbox_0: 0.2681 loss_giou_0: 0.4346 loss_ce_1: 0.301 loss_bbox_1: 0.1898 loss_giou_1: 0.3047 loss_ce_2: 0.2446 loss_bbox_2: 0.1753 loss_giou_2: 0.2918 loss_ce_3: 0.2131 loss_bbox_3: 0.1685 loss_giou_3: 0.2884 loss_ce_4: 0.1942 loss_bbox_4: 0.1662 loss_giou_4: 0.2872 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:22] d2.utils.events INFO: eta: 4:34:54 iter: 391319 total_loss: 4.922 loss_ce: 0.2154 loss_bbox: 0.1708 loss_giou: 0.2945 loss_ce_0: 0.4326 loss_bbox_0: 0.2717 loss_giou_0: 0.4558 loss_ce_1: 0.3135 loss_bbox_1: 0.1929 loss_giou_1: 0.3385 loss_ce_2: 0.255 loss_bbox_2: 0.1752 loss_giou_2: 0.3141 loss_ce_3: 0.2269 loss_bbox_3: 0.1727 loss_giou_3: 0.2999 loss_ce_4: 0.2188 loss_bbox_4: 0.1718 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:28] d2.utils.events INFO: eta: 4:34:52 iter: 391339 total_loss: 4.921 loss_ce: 0.2177 loss_bbox: 0.1569 loss_giou: 0.303 loss_ce_0: 0.434 loss_bbox_0: 0.2746 loss_giou_0: 0.4994 loss_ce_1: 0.3111 loss_bbox_1: 0.1852 loss_giou_1: 0.3523 loss_ce_2: 0.263 loss_bbox_2: 0.1743 loss_giou_2: 0.3264 loss_ce_3: 0.223 loss_bbox_3: 0.164 loss_giou_3: 0.3187 loss_ce_4: 0.2154 loss_bbox_4: 0.1602 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0316 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:34] d2.utils.events INFO: eta: 4:34:39 iter: 391359 total_loss: 4.658 loss_ce: 0.1993 loss_bbox: 0.1468 loss_giou: 0.2948 loss_ce_0: 0.4253 loss_bbox_0: 0.2596 loss_giou_0: 0.4667 loss_ce_1: 0.3096 loss_bbox_1: 0.1659 loss_giou_1: 0.3467 loss_ce_2: 0.2494 loss_bbox_2: 0.1526 loss_giou_2: 0.3104 loss_ce_3: 0.2148 loss_bbox_3: 0.1493 loss_giou_3: 0.2988 loss_ce_4: 0.196 loss_bbox_4: 0.1454 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:39] d2.utils.events INFO: eta: 4:34:37 iter: 391379 total_loss: 4.658 loss_ce: 0.2042 loss_bbox: 0.1495 loss_giou: 0.2979 loss_ce_0: 0.4352 loss_bbox_0: 0.2597 loss_giou_0: 0.4731 loss_ce_1: 0.3213 loss_bbox_1: 0.1787 loss_giou_1: 0.3394 loss_ce_2: 0.2639 loss_bbox_2: 0.1631 loss_giou_2: 0.3136 loss_ce_3: 0.2225 loss_bbox_3: 0.1557 loss_giou_3: 0.3066 loss_ce_4: 0.2079 loss_bbox_4: 0.153 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:45] d2.utils.events INFO: eta: 4:34:34 iter: 391399 total_loss: 4.793 loss_ce: 0.2009 loss_bbox: 0.1403 loss_giou: 0.3205 loss_ce_0: 0.424 loss_bbox_0: 0.2466 loss_giou_0: 0.4728 loss_ce_1: 0.318 loss_bbox_1: 0.1697 loss_giou_1: 0.3546 loss_ce_2: 0.2479 loss_bbox_2: 0.1538 loss_giou_2: 0.3335 loss_ce_3: 0.2228 loss_bbox_3: 0.1497 loss_giou_3: 0.3282 loss_ce_4: 0.2016 loss_bbox_4: 0.1429 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:51] d2.utils.events INFO: eta: 4:34:19 iter: 391419 total_loss: 4.99 loss_ce: 0.2117 loss_bbox: 0.1536 loss_giou: 0.3042 loss_ce_0: 0.4469 loss_bbox_0: 0.2692 loss_giou_0: 0.4669 loss_ce_1: 0.339 loss_bbox_1: 0.1942 loss_giou_1: 0.3572 loss_ce_2: 0.2781 loss_bbox_2: 0.1703 loss_giou_2: 0.323 loss_ce_3: 0.2395 loss_bbox_3: 0.162 loss_giou_3: 0.3106 loss_ce_4: 0.2185 loss_bbox_4: 0.157 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 21:10:56] d2.utils.events INFO: eta: 4:34:11 iter: 391439 total_loss: 4.739 loss_ce: 0.1931 loss_bbox: 0.1548 loss_giou: 0.3085 loss_ce_0: 0.4067 loss_bbox_0: 0.2714 loss_giou_0: 0.4728 loss_ce_1: 0.2957 loss_bbox_1: 0.1819 loss_giou_1: 0.3534 loss_ce_2: 0.236 loss_bbox_2: 0.1661 loss_giou_2: 0.3278 loss_ce_3: 0.209 loss_bbox_3: 0.1641 loss_giou_3: 0.3194 loss_ce_4: 0.196 loss_bbox_4: 0.1603 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:02] d2.utils.events INFO: eta: 4:34:19 iter: 391459 total_loss: 4.771 loss_ce: 0.2006 loss_bbox: 0.1658 loss_giou: 0.3013 loss_ce_0: 0.446 loss_bbox_0: 0.2806 loss_giou_0: 0.4618 loss_ce_1: 0.3272 loss_bbox_1: 0.193 loss_giou_1: 0.348 loss_ce_2: 0.2598 loss_bbox_2: 0.1734 loss_giou_2: 0.3205 loss_ce_3: 0.2278 loss_bbox_3: 0.169 loss_giou_3: 0.3098 loss_ce_4: 0.2081 loss_bbox_4: 0.1654 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:08] d2.utils.events INFO: eta: 4:34:18 iter: 391479 total_loss: 4.636 loss_ce: 0.1941 loss_bbox: 0.1477 loss_giou: 0.2964 loss_ce_0: 0.4215 loss_bbox_0: 0.2555 loss_giou_0: 0.4539 loss_ce_1: 0.3012 loss_bbox_1: 0.1773 loss_giou_1: 0.3326 loss_ce_2: 0.2487 loss_bbox_2: 0.1605 loss_giou_2: 0.3117 loss_ce_3: 0.2134 loss_bbox_3: 0.1529 loss_giou_3: 0.3046 loss_ce_4: 0.1942 loss_bbox_4: 0.1508 loss_giou_4: 0.297 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:14] d2.utils.events INFO: eta: 4:34:08 iter: 391499 total_loss: 4.601 loss_ce: 0.1909 loss_bbox: 0.1597 loss_giou: 0.2896 loss_ce_0: 0.425 loss_bbox_0: 0.2661 loss_giou_0: 0.4537 loss_ce_1: 0.3027 loss_bbox_1: 0.1878 loss_giou_1: 0.3308 loss_ce_2: 0.2429 loss_bbox_2: 0.1697 loss_giou_2: 0.3071 loss_ce_3: 0.1985 loss_bbox_3: 0.1641 loss_giou_3: 0.298 loss_ce_4: 0.1976 loss_bbox_4: 0.1595 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:19] d2.utils.events INFO: eta: 4:34:07 iter: 391519 total_loss: 4.832 loss_ce: 0.2198 loss_bbox: 0.1447 loss_giou: 0.3064 loss_ce_0: 0.4371 loss_bbox_0: 0.2528 loss_giou_0: 0.465 loss_ce_1: 0.3262 loss_bbox_1: 0.1849 loss_giou_1: 0.345 loss_ce_2: 0.2719 loss_bbox_2: 0.1581 loss_giou_2: 0.327 loss_ce_3: 0.2336 loss_bbox_3: 0.1523 loss_giou_3: 0.3148 loss_ce_4: 0.2221 loss_bbox_4: 0.1479 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:25] d2.utils.events INFO: eta: 4:34:01 iter: 391539 total_loss: 4.855 loss_ce: 0.2079 loss_bbox: 0.1569 loss_giou: 0.3117 loss_ce_0: 0.4367 loss_bbox_0: 0.2875 loss_giou_0: 0.4773 loss_ce_1: 0.3146 loss_bbox_1: 0.1891 loss_giou_1: 0.3607 loss_ce_2: 0.2689 loss_bbox_2: 0.1739 loss_giou_2: 0.3401 loss_ce_3: 0.2334 loss_bbox_3: 0.1626 loss_giou_3: 0.3268 loss_ce_4: 0.216 loss_bbox_4: 0.1598 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:31] d2.utils.events INFO: eta: 4:33:53 iter: 391559 total_loss: 4.806 loss_ce: 0.2283 loss_bbox: 0.1523 loss_giou: 0.2944 loss_ce_0: 0.4288 loss_bbox_0: 0.268 loss_giou_0: 0.4664 loss_ce_1: 0.3273 loss_bbox_1: 0.184 loss_giou_1: 0.3456 loss_ce_2: 0.2739 loss_bbox_2: 0.1652 loss_giou_2: 0.3082 loss_ce_3: 0.2474 loss_bbox_3: 0.1578 loss_giou_3: 0.3053 loss_ce_4: 0.2306 loss_bbox_4: 0.1581 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:36] d2.utils.events INFO: eta: 4:33:38 iter: 391579 total_loss: 4.816 loss_ce: 0.2146 loss_bbox: 0.1557 loss_giou: 0.3024 loss_ce_0: 0.4272 loss_bbox_0: 0.2524 loss_giou_0: 0.4617 loss_ce_1: 0.3267 loss_bbox_1: 0.1789 loss_giou_1: 0.3402 loss_ce_2: 0.2579 loss_bbox_2: 0.164 loss_giou_2: 0.3146 loss_ce_3: 0.2338 loss_bbox_3: 0.1602 loss_giou_3: 0.3049 loss_ce_4: 0.2209 loss_bbox_4: 0.1575 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:42] d2.utils.events INFO: eta: 4:33:31 iter: 391599 total_loss: 4.683 loss_ce: 0.1952 loss_bbox: 0.1504 loss_giou: 0.2885 loss_ce_0: 0.4267 loss_bbox_0: 0.2503 loss_giou_0: 0.4421 loss_ce_1: 0.3131 loss_bbox_1: 0.1712 loss_giou_1: 0.3278 loss_ce_2: 0.2451 loss_bbox_2: 0.1613 loss_giou_2: 0.3015 loss_ce_3: 0.2174 loss_bbox_3: 0.1568 loss_giou_3: 0.2958 loss_ce_4: 0.1946 loss_bbox_4: 0.1537 loss_giou_4: 0.2919 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:48] d2.utils.events INFO: eta: 4:33:26 iter: 391619 total_loss: 4.581 loss_ce: 0.1932 loss_bbox: 0.1514 loss_giou: 0.2932 loss_ce_0: 0.4057 loss_bbox_0: 0.2544 loss_giou_0: 0.4612 loss_ce_1: 0.2988 loss_bbox_1: 0.1708 loss_giou_1: 0.3349 loss_ce_2: 0.231 loss_bbox_2: 0.1631 loss_giou_2: 0.3081 loss_ce_3: 0.2109 loss_bbox_3: 0.1551 loss_giou_3: 0.3004 loss_ce_4: 0.1969 loss_bbox_4: 0.1557 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:53] d2.utils.events INFO: eta: 4:33:27 iter: 391639 total_loss: 5.114 loss_ce: 0.2077 loss_bbox: 0.16 loss_giou: 0.3279 loss_ce_0: 0.4481 loss_bbox_0: 0.2709 loss_giou_0: 0.5096 loss_ce_1: 0.3256 loss_bbox_1: 0.192 loss_giou_1: 0.3808 loss_ce_2: 0.2626 loss_bbox_2: 0.1743 loss_giou_2: 0.3524 loss_ce_3: 0.2301 loss_bbox_3: 0.1673 loss_giou_3: 0.336 loss_ce_4: 0.2136 loss_bbox_4: 0.1611 loss_giou_4: 0.3369 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:11:59] d2.utils.events INFO: eta: 4:33:30 iter: 391659 total_loss: 4.593 loss_ce: 0.2044 loss_bbox: 0.1528 loss_giou: 0.2984 loss_ce_0: 0.4326 loss_bbox_0: 0.2562 loss_giou_0: 0.4772 loss_ce_1: 0.3046 loss_bbox_1: 0.1771 loss_giou_1: 0.3419 loss_ce_2: 0.2424 loss_bbox_2: 0.1606 loss_giou_2: 0.3208 loss_ce_3: 0.2195 loss_bbox_3: 0.1566 loss_giou_3: 0.3148 loss_ce_4: 0.2031 loss_bbox_4: 0.1512 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:05] d2.utils.events INFO: eta: 4:33:28 iter: 391679 total_loss: 4.634 loss_ce: 0.1923 loss_bbox: 0.143 loss_giou: 0.2997 loss_ce_0: 0.429 loss_bbox_0: 0.2588 loss_giou_0: 0.4455 loss_ce_1: 0.2997 loss_bbox_1: 0.1835 loss_giou_1: 0.3402 loss_ce_2: 0.2479 loss_bbox_2: 0.16 loss_giou_2: 0.3163 loss_ce_3: 0.2094 loss_bbox_3: 0.1495 loss_giou_3: 0.3065 loss_ce_4: 0.1924 loss_bbox_4: 0.1464 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:10] d2.utils.events INFO: eta: 4:33:25 iter: 391699 total_loss: 4.772 loss_ce: 0.2081 loss_bbox: 0.1502 loss_giou: 0.2992 loss_ce_0: 0.4205 loss_bbox_0: 0.2504 loss_giou_0: 0.4647 loss_ce_1: 0.3092 loss_bbox_1: 0.177 loss_giou_1: 0.3508 loss_ce_2: 0.2525 loss_bbox_2: 0.1569 loss_giou_2: 0.3276 loss_ce_3: 0.2254 loss_bbox_3: 0.1541 loss_giou_3: 0.3145 loss_ce_4: 0.2092 loss_bbox_4: 0.1478 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:16] d2.utils.events INFO: eta: 4:33:23 iter: 391719 total_loss: 4.72 loss_ce: 0.202 loss_bbox: 0.1497 loss_giou: 0.293 loss_ce_0: 0.4148 loss_bbox_0: 0.2557 loss_giou_0: 0.4586 loss_ce_1: 0.3094 loss_bbox_1: 0.1779 loss_giou_1: 0.3485 loss_ce_2: 0.2374 loss_bbox_2: 0.1628 loss_giou_2: 0.3155 loss_ce_3: 0.2134 loss_bbox_3: 0.1606 loss_giou_3: 0.3084 loss_ce_4: 0.2051 loss_bbox_4: 0.1526 loss_giou_4: 0.3005 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:22] d2.utils.events INFO: eta: 4:33:19 iter: 391739 total_loss: 4.924 loss_ce: 0.2146 loss_bbox: 0.1618 loss_giou: 0.285 loss_ce_0: 0.4226 loss_bbox_0: 0.2666 loss_giou_0: 0.4509 loss_ce_1: 0.3172 loss_bbox_1: 0.1942 loss_giou_1: 0.3382 loss_ce_2: 0.2543 loss_bbox_2: 0.1786 loss_giou_2: 0.307 loss_ce_3: 0.2288 loss_bbox_3: 0.1704 loss_giou_3: 0.2972 loss_ce_4: 0.218 loss_bbox_4: 0.1669 loss_giou_4: 0.2904 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:27] d2.utils.events INFO: eta: 4:33:14 iter: 391759 total_loss: 4.665 loss_ce: 0.189 loss_bbox: 0.1414 loss_giou: 0.3021 loss_ce_0: 0.4201 loss_bbox_0: 0.2531 loss_giou_0: 0.4928 loss_ce_1: 0.3036 loss_bbox_1: 0.1782 loss_giou_1: 0.3515 loss_ce_2: 0.235 loss_bbox_2: 0.1555 loss_giou_2: 0.3257 loss_ce_3: 0.2019 loss_bbox_3: 0.1473 loss_giou_3: 0.3145 loss_ce_4: 0.1898 loss_bbox_4: 0.1423 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:33] d2.utils.events INFO: eta: 4:33:09 iter: 391779 total_loss: 5.008 loss_ce: 0.229 loss_bbox: 0.1567 loss_giou: 0.3245 loss_ce_0: 0.4422 loss_bbox_0: 0.2818 loss_giou_0: 0.4925 loss_ce_1: 0.3404 loss_bbox_1: 0.1871 loss_giou_1: 0.3658 loss_ce_2: 0.273 loss_bbox_2: 0.1701 loss_giou_2: 0.3427 loss_ce_3: 0.2437 loss_bbox_3: 0.1628 loss_giou_3: 0.3318 loss_ce_4: 0.2279 loss_bbox_4: 0.1578 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:39] d2.utils.events INFO: eta: 4:33:05 iter: 391799 total_loss: 5.17 loss_ce: 0.2463 loss_bbox: 0.1531 loss_giou: 0.3161 loss_ce_0: 0.4581 loss_bbox_0: 0.2681 loss_giou_0: 0.494 loss_ce_1: 0.3507 loss_bbox_1: 0.1827 loss_giou_1: 0.3588 loss_ce_2: 0.2909 loss_bbox_2: 0.1663 loss_giou_2: 0.3395 loss_ce_3: 0.2611 loss_bbox_3: 0.1637 loss_giou_3: 0.3256 loss_ce_4: 0.2526 loss_bbox_4: 0.1561 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:44] d2.utils.events INFO: eta: 4:32:59 iter: 391819 total_loss: 4.998 loss_ce: 0.2149 loss_bbox: 0.1591 loss_giou: 0.3106 loss_ce_0: 0.4473 loss_bbox_0: 0.2611 loss_giou_0: 0.4936 loss_ce_1: 0.3228 loss_bbox_1: 0.1767 loss_giou_1: 0.3499 loss_ce_2: 0.267 loss_bbox_2: 0.165 loss_giou_2: 0.3316 loss_ce_3: 0.2387 loss_bbox_3: 0.1649 loss_giou_3: 0.3229 loss_ce_4: 0.2219 loss_bbox_4: 0.1579 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:50] d2.utils.events INFO: eta: 4:32:55 iter: 391839 total_loss: 4.681 loss_ce: 0.1977 loss_bbox: 0.1594 loss_giou: 0.2918 loss_ce_0: 0.426 loss_bbox_0: 0.2604 loss_giou_0: 0.4521 loss_ce_1: 0.3116 loss_bbox_1: 0.1839 loss_giou_1: 0.3345 loss_ce_2: 0.2472 loss_bbox_2: 0.1714 loss_giou_2: 0.3138 loss_ce_3: 0.2133 loss_bbox_3: 0.1662 loss_giou_3: 0.3055 loss_ce_4: 0.2047 loss_bbox_4: 0.1617 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 21:12:56] d2.utils.events INFO: eta: 4:32:48 iter: 391859 total_loss: 4.925 loss_ce: 0.2145 loss_bbox: 0.1488 loss_giou: 0.2977 loss_ce_0: 0.4324 loss_bbox_0: 0.2604 loss_giou_0: 0.4554 loss_ce_1: 0.3169 loss_bbox_1: 0.1794 loss_giou_1: 0.3443 loss_ce_2: 0.2638 loss_bbox_2: 0.1619 loss_giou_2: 0.3134 loss_ce_3: 0.2347 loss_bbox_3: 0.1553 loss_giou_3: 0.3029 loss_ce_4: 0.2123 loss_bbox_4: 0.1515 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:02] d2.utils.events INFO: eta: 4:32:43 iter: 391879 total_loss: 4.61 loss_ce: 0.1743 loss_bbox: 0.1573 loss_giou: 0.2925 loss_ce_0: 0.4236 loss_bbox_0: 0.2646 loss_giou_0: 0.4604 loss_ce_1: 0.2991 loss_bbox_1: 0.1823 loss_giou_1: 0.3375 loss_ce_2: 0.239 loss_bbox_2: 0.163 loss_giou_2: 0.3127 loss_ce_3: 0.1932 loss_bbox_3: 0.1612 loss_giou_3: 0.3017 loss_ce_4: 0.1781 loss_bbox_4: 0.1589 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:07] d2.utils.events INFO: eta: 4:32:37 iter: 391899 total_loss: 4.543 loss_ce: 0.188 loss_bbox: 0.1409 loss_giou: 0.2983 loss_ce_0: 0.4265 loss_bbox_0: 0.2558 loss_giou_0: 0.4783 loss_ce_1: 0.2941 loss_bbox_1: 0.1717 loss_giou_1: 0.3487 loss_ce_2: 0.2413 loss_bbox_2: 0.158 loss_giou_2: 0.3243 loss_ce_3: 0.2189 loss_bbox_3: 0.1516 loss_giou_3: 0.3048 loss_ce_4: 0.1963 loss_bbox_4: 0.1455 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:13] d2.utils.events INFO: eta: 4:32:31 iter: 391919 total_loss: 4.78 loss_ce: 0.1975 loss_bbox: 0.1538 loss_giou: 0.3008 loss_ce_0: 0.4196 loss_bbox_0: 0.26 loss_giou_0: 0.4591 loss_ce_1: 0.3032 loss_bbox_1: 0.1809 loss_giou_1: 0.3384 loss_ce_2: 0.241 loss_bbox_2: 0.1704 loss_giou_2: 0.3261 loss_ce_3: 0.2082 loss_bbox_3: 0.1609 loss_giou_3: 0.3137 loss_ce_4: 0.1982 loss_bbox_4: 0.1553 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:19] d2.utils.events INFO: eta: 4:32:24 iter: 391939 total_loss: 4.655 loss_ce: 0.2017 loss_bbox: 0.1478 loss_giou: 0.3043 loss_ce_0: 0.4285 loss_bbox_0: 0.2644 loss_giou_0: 0.4739 loss_ce_1: 0.3132 loss_bbox_1: 0.175 loss_giou_1: 0.3486 loss_ce_2: 0.2487 loss_bbox_2: 0.165 loss_giou_2: 0.3262 loss_ce_3: 0.2174 loss_bbox_3: 0.1571 loss_giou_3: 0.319 loss_ce_4: 0.2095 loss_bbox_4: 0.151 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:24] d2.utils.events INFO: eta: 4:32:17 iter: 391959 total_loss: 4.627 loss_ce: 0.1891 loss_bbox: 0.1617 loss_giou: 0.3026 loss_ce_0: 0.4306 loss_bbox_0: 0.2705 loss_giou_0: 0.4508 loss_ce_1: 0.3003 loss_bbox_1: 0.1888 loss_giou_1: 0.3353 loss_ce_2: 0.2474 loss_bbox_2: 0.1687 loss_giou_2: 0.3107 loss_ce_3: 0.2107 loss_bbox_3: 0.1664 loss_giou_3: 0.3042 loss_ce_4: 0.189 loss_bbox_4: 0.1615 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:30] d2.utils.events INFO: eta: 4:32:10 iter: 391979 total_loss: 4.872 loss_ce: 0.2246 loss_bbox: 0.1625 loss_giou: 0.2839 loss_ce_0: 0.4291 loss_bbox_0: 0.2771 loss_giou_0: 0.4482 loss_ce_1: 0.3296 loss_bbox_1: 0.2017 loss_giou_1: 0.3349 loss_ce_2: 0.2704 loss_bbox_2: 0.1752 loss_giou_2: 0.3125 loss_ce_3: 0.2377 loss_bbox_3: 0.1702 loss_giou_3: 0.2999 loss_ce_4: 0.2326 loss_bbox_4: 0.1648 loss_giou_4: 0.2948 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:36] d2.utils.events INFO: eta: 4:31:59 iter: 391999 total_loss: 4.388 loss_ce: 0.1711 loss_bbox: 0.1596 loss_giou: 0.2653 loss_ce_0: 0.4026 loss_bbox_0: 0.2604 loss_giou_0: 0.4095 loss_ce_1: 0.2936 loss_bbox_1: 0.1844 loss_giou_1: 0.2987 loss_ce_2: 0.2328 loss_bbox_2: 0.1704 loss_giou_2: 0.2818 loss_ce_3: 0.193 loss_bbox_3: 0.1647 loss_giou_3: 0.2779 loss_ce_4: 0.1838 loss_bbox_4: 0.1633 loss_giou_4: 0.2717 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:41] d2.utils.events INFO: eta: 4:31:58 iter: 392019 total_loss: 4.921 loss_ce: 0.2058 loss_bbox: 0.1608 loss_giou: 0.3168 loss_ce_0: 0.4377 loss_bbox_0: 0.2693 loss_giou_0: 0.502 loss_ce_1: 0.3236 loss_bbox_1: 0.1915 loss_giou_1: 0.3692 loss_ce_2: 0.2576 loss_bbox_2: 0.1701 loss_giou_2: 0.3412 loss_ce_3: 0.2221 loss_bbox_3: 0.1647 loss_giou_3: 0.327 loss_ce_4: 0.2089 loss_bbox_4: 0.1642 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:47] d2.utils.events INFO: eta: 4:31:52 iter: 392039 total_loss: 4.711 loss_ce: 0.1973 loss_bbox: 0.1546 loss_giou: 0.2949 loss_ce_0: 0.4254 loss_bbox_0: 0.2528 loss_giou_0: 0.4644 loss_ce_1: 0.3102 loss_bbox_1: 0.1759 loss_giou_1: 0.3442 loss_ce_2: 0.2677 loss_bbox_2: 0.1631 loss_giou_2: 0.3109 loss_ce_3: 0.2243 loss_bbox_3: 0.1595 loss_giou_3: 0.3004 loss_ce_4: 0.1979 loss_bbox_4: 0.1595 loss_giou_4: 0.2948 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:53] d2.utils.events INFO: eta: 4:31:49 iter: 392059 total_loss: 5.041 loss_ce: 0.2171 loss_bbox: 0.1596 loss_giou: 0.3264 loss_ce_0: 0.4412 loss_bbox_0: 0.2714 loss_giou_0: 0.476 loss_ce_1: 0.3332 loss_bbox_1: 0.1997 loss_giou_1: 0.3689 loss_ce_2: 0.2681 loss_bbox_2: 0.1685 loss_giou_2: 0.3388 loss_ce_3: 0.2366 loss_bbox_3: 0.1599 loss_giou_3: 0.329 loss_ce_4: 0.2224 loss_bbox_4: 0.1599 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0194 lr: 2.5e-06 max_mem: 5427M [11/03 21:13:58] d2.utils.events INFO: eta: 4:31:46 iter: 392079 total_loss: 4.823 loss_ce: 0.2112 loss_bbox: 0.156 loss_giou: 0.2997 loss_ce_0: 0.4431 loss_bbox_0: 0.2653 loss_giou_0: 0.4588 loss_ce_1: 0.3252 loss_bbox_1: 0.1845 loss_giou_1: 0.3425 loss_ce_2: 0.2606 loss_bbox_2: 0.1698 loss_giou_2: 0.3137 loss_ce_3: 0.2348 loss_bbox_3: 0.1607 loss_giou_3: 0.3082 loss_ce_4: 0.2132 loss_bbox_4: 0.1566 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:04] d2.utils.events INFO: eta: 4:31:41 iter: 392099 total_loss: 4.916 loss_ce: 0.21 loss_bbox: 0.1585 loss_giou: 0.2907 loss_ce_0: 0.4256 loss_bbox_0: 0.267 loss_giou_0: 0.4615 loss_ce_1: 0.3159 loss_bbox_1: 0.1857 loss_giou_1: 0.3415 loss_ce_2: 0.2446 loss_bbox_2: 0.1694 loss_giou_2: 0.3144 loss_ce_3: 0.2204 loss_bbox_3: 0.1631 loss_giou_3: 0.3038 loss_ce_4: 0.2136 loss_bbox_4: 0.1614 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:10] d2.utils.events INFO: eta: 4:31:36 iter: 392119 total_loss: 4.813 loss_ce: 0.2102 loss_bbox: 0.1557 loss_giou: 0.2987 loss_ce_0: 0.4249 loss_bbox_0: 0.2755 loss_giou_0: 0.4796 loss_ce_1: 0.3121 loss_bbox_1: 0.1897 loss_giou_1: 0.3343 loss_ce_2: 0.2536 loss_bbox_2: 0.172 loss_giou_2: 0.3186 loss_ce_3: 0.2263 loss_bbox_3: 0.162 loss_giou_3: 0.3078 loss_ce_4: 0.2106 loss_bbox_4: 0.1584 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:15] d2.utils.events INFO: eta: 4:31:40 iter: 392139 total_loss: 4.972 loss_ce: 0.2033 loss_bbox: 0.1685 loss_giou: 0.3201 loss_ce_0: 0.4251 loss_bbox_0: 0.2701 loss_giou_0: 0.4984 loss_ce_1: 0.3256 loss_bbox_1: 0.1959 loss_giou_1: 0.3711 loss_ce_2: 0.2653 loss_bbox_2: 0.18 loss_giou_2: 0.3418 loss_ce_3: 0.2199 loss_bbox_3: 0.1729 loss_giou_3: 0.3341 loss_ce_4: 0.2066 loss_bbox_4: 0.1722 loss_giou_4: 0.3286 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:21] d2.utils.events INFO: eta: 4:31:32 iter: 392159 total_loss: 4.982 loss_ce: 0.2109 loss_bbox: 0.1608 loss_giou: 0.3274 loss_ce_0: 0.4415 loss_bbox_0: 0.2603 loss_giou_0: 0.4941 loss_ce_1: 0.3175 loss_bbox_1: 0.1863 loss_giou_1: 0.3742 loss_ce_2: 0.2663 loss_bbox_2: 0.1723 loss_giou_2: 0.3458 loss_ce_3: 0.2327 loss_bbox_3: 0.167 loss_giou_3: 0.3365 loss_ce_4: 0.2206 loss_bbox_4: 0.1615 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:27] d2.utils.events INFO: eta: 4:31:31 iter: 392179 total_loss: 4.838 loss_ce: 0.2012 loss_bbox: 0.1575 loss_giou: 0.3114 loss_ce_0: 0.4258 loss_bbox_0: 0.2567 loss_giou_0: 0.4824 loss_ce_1: 0.3096 loss_bbox_1: 0.1868 loss_giou_1: 0.3631 loss_ce_2: 0.2493 loss_bbox_2: 0.1692 loss_giou_2: 0.3238 loss_ce_3: 0.2174 loss_bbox_3: 0.1628 loss_giou_3: 0.3182 loss_ce_4: 0.2078 loss_bbox_4: 0.1597 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:32] d2.utils.events INFO: eta: 4:31:25 iter: 392199 total_loss: 4.921 loss_ce: 0.2044 loss_bbox: 0.1574 loss_giou: 0.2948 loss_ce_0: 0.4338 loss_bbox_0: 0.2671 loss_giou_0: 0.4662 loss_ce_1: 0.3204 loss_bbox_1: 0.1863 loss_giou_1: 0.3412 loss_ce_2: 0.2551 loss_bbox_2: 0.1769 loss_giou_2: 0.3063 loss_ce_3: 0.2163 loss_bbox_3: 0.165 loss_giou_3: 0.3027 loss_ce_4: 0.2132 loss_bbox_4: 0.1615 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0324 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:38] d2.utils.events INFO: eta: 4:31:21 iter: 392219 total_loss: 4.739 loss_ce: 0.2084 loss_bbox: 0.1478 loss_giou: 0.299 loss_ce_0: 0.4259 loss_bbox_0: 0.259 loss_giou_0: 0.4633 loss_ce_1: 0.3124 loss_bbox_1: 0.1753 loss_giou_1: 0.3499 loss_ce_2: 0.2569 loss_bbox_2: 0.1621 loss_giou_2: 0.3255 loss_ce_3: 0.2178 loss_bbox_3: 0.1522 loss_giou_3: 0.308 loss_ce_4: 0.2104 loss_bbox_4: 0.1493 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:44] d2.utils.events INFO: eta: 4:31:14 iter: 392239 total_loss: 4.778 loss_ce: 0.2057 loss_bbox: 0.1525 loss_giou: 0.2985 loss_ce_0: 0.4361 loss_bbox_0: 0.2626 loss_giou_0: 0.4689 loss_ce_1: 0.3412 loss_bbox_1: 0.1829 loss_giou_1: 0.3487 loss_ce_2: 0.2654 loss_bbox_2: 0.1585 loss_giou_2: 0.3195 loss_ce_3: 0.2371 loss_bbox_3: 0.154 loss_giou_3: 0.3057 loss_ce_4: 0.2128 loss_bbox_4: 0.1541 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:50] d2.utils.events INFO: eta: 4:31:03 iter: 392259 total_loss: 4.59 loss_ce: 0.1937 loss_bbox: 0.1629 loss_giou: 0.2967 loss_ce_0: 0.4218 loss_bbox_0: 0.2684 loss_giou_0: 0.4569 loss_ce_1: 0.2949 loss_bbox_1: 0.1918 loss_giou_1: 0.342 loss_ce_2: 0.2362 loss_bbox_2: 0.183 loss_giou_2: 0.3165 loss_ce_3: 0.2045 loss_bbox_3: 0.1713 loss_giou_3: 0.3066 loss_ce_4: 0.1912 loss_bbox_4: 0.1686 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 21:14:55] d2.utils.events INFO: eta: 4:30:57 iter: 392279 total_loss: 4.87 loss_ce: 0.2008 loss_bbox: 0.1537 loss_giou: 0.3013 loss_ce_0: 0.4172 loss_bbox_0: 0.2605 loss_giou_0: 0.4747 loss_ce_1: 0.3201 loss_bbox_1: 0.1892 loss_giou_1: 0.3464 loss_ce_2: 0.2528 loss_bbox_2: 0.1694 loss_giou_2: 0.3189 loss_ce_3: 0.2213 loss_bbox_3: 0.1577 loss_giou_3: 0.3073 loss_ce_4: 0.2001 loss_bbox_4: 0.1541 loss_giou_4: 0.3019 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:01] d2.utils.events INFO: eta: 4:30:51 iter: 392299 total_loss: 4.909 loss_ce: 0.2186 loss_bbox: 0.1521 loss_giou: 0.3094 loss_ce_0: 0.4186 loss_bbox_0: 0.2639 loss_giou_0: 0.4876 loss_ce_1: 0.3209 loss_bbox_1: 0.183 loss_giou_1: 0.355 loss_ce_2: 0.2619 loss_bbox_2: 0.1658 loss_giou_2: 0.3291 loss_ce_3: 0.241 loss_bbox_3: 0.1564 loss_giou_3: 0.3209 loss_ce_4: 0.2218 loss_bbox_4: 0.1523 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:07] d2.utils.events INFO: eta: 4:30:42 iter: 392319 total_loss: 4.786 loss_ce: 0.2014 loss_bbox: 0.1441 loss_giou: 0.2911 loss_ce_0: 0.4253 loss_bbox_0: 0.2666 loss_giou_0: 0.4517 loss_ce_1: 0.3275 loss_bbox_1: 0.1787 loss_giou_1: 0.3316 loss_ce_2: 0.2636 loss_bbox_2: 0.1612 loss_giou_2: 0.3033 loss_ce_3: 0.2307 loss_bbox_3: 0.1471 loss_giou_3: 0.3012 loss_ce_4: 0.2122 loss_bbox_4: 0.1469 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:12] d2.utils.events INFO: eta: 4:30:31 iter: 392339 total_loss: 4.807 loss_ce: 0.1894 loss_bbox: 0.158 loss_giou: 0.3061 loss_ce_0: 0.4315 loss_bbox_0: 0.2804 loss_giou_0: 0.4729 loss_ce_1: 0.3127 loss_bbox_1: 0.1875 loss_giou_1: 0.3496 loss_ce_2: 0.2467 loss_bbox_2: 0.1734 loss_giou_2: 0.32 loss_ce_3: 0.2096 loss_bbox_3: 0.169 loss_giou_3: 0.3159 loss_ce_4: 0.1957 loss_bbox_4: 0.1659 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:18] d2.utils.events INFO: eta: 4:30:25 iter: 392359 total_loss: 4.652 loss_ce: 0.1896 loss_bbox: 0.1766 loss_giou: 0.2976 loss_ce_0: 0.4097 loss_bbox_0: 0.2737 loss_giou_0: 0.4615 loss_ce_1: 0.3023 loss_bbox_1: 0.1987 loss_giou_1: 0.3533 loss_ce_2: 0.2435 loss_bbox_2: 0.1829 loss_giou_2: 0.3261 loss_ce_3: 0.2116 loss_bbox_3: 0.1809 loss_giou_3: 0.3116 loss_ce_4: 0.1971 loss_bbox_4: 0.1753 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:24] d2.utils.events INFO: eta: 4:30:16 iter: 392379 total_loss: 4.783 loss_ce: 0.2063 loss_bbox: 0.1571 loss_giou: 0.2914 loss_ce_0: 0.4354 loss_bbox_0: 0.271 loss_giou_0: 0.4651 loss_ce_1: 0.331 loss_bbox_1: 0.1863 loss_giou_1: 0.3343 loss_ce_2: 0.2622 loss_bbox_2: 0.167 loss_giou_2: 0.3123 loss_ce_3: 0.2335 loss_bbox_3: 0.1617 loss_giou_3: 0.3055 loss_ce_4: 0.2146 loss_bbox_4: 0.1591 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:29] d2.utils.events INFO: eta: 4:30:09 iter: 392399 total_loss: 4.751 loss_ce: 0.2031 loss_bbox: 0.1575 loss_giou: 0.3035 loss_ce_0: 0.4358 loss_bbox_0: 0.2631 loss_giou_0: 0.4791 loss_ce_1: 0.3178 loss_bbox_1: 0.1851 loss_giou_1: 0.3586 loss_ce_2: 0.261 loss_bbox_2: 0.1686 loss_giou_2: 0.32 loss_ce_3: 0.2262 loss_bbox_3: 0.1579 loss_giou_3: 0.3143 loss_ce_4: 0.2065 loss_bbox_4: 0.1573 loss_giou_4: 0.3089 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:35] d2.utils.events INFO: eta: 4:30:03 iter: 392419 total_loss: 4.891 loss_ce: 0.2167 loss_bbox: 0.1645 loss_giou: 0.301 loss_ce_0: 0.4208 loss_bbox_0: 0.2797 loss_giou_0: 0.4644 loss_ce_1: 0.3152 loss_bbox_1: 0.1935 loss_giou_1: 0.3431 loss_ce_2: 0.258 loss_bbox_2: 0.1764 loss_giou_2: 0.3161 loss_ce_3: 0.2332 loss_bbox_3: 0.1694 loss_giou_3: 0.3144 loss_ce_4: 0.2199 loss_bbox_4: 0.1649 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:41] d2.utils.events INFO: eta: 4:29:55 iter: 392439 total_loss: 4.75 loss_ce: 0.1962 loss_bbox: 0.1567 loss_giou: 0.3045 loss_ce_0: 0.4139 loss_bbox_0: 0.262 loss_giou_0: 0.4518 loss_ce_1: 0.3073 loss_bbox_1: 0.1824 loss_giou_1: 0.3377 loss_ce_2: 0.2461 loss_bbox_2: 0.1713 loss_giou_2: 0.3169 loss_ce_3: 0.2075 loss_bbox_3: 0.1654 loss_giou_3: 0.3061 loss_ce_4: 0.2001 loss_bbox_4: 0.1583 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:46] d2.utils.events INFO: eta: 4:29:39 iter: 392459 total_loss: 4.881 loss_ce: 0.1966 loss_bbox: 0.1606 loss_giou: 0.3171 loss_ce_0: 0.4371 loss_bbox_0: 0.2607 loss_giou_0: 0.4687 loss_ce_1: 0.3135 loss_bbox_1: 0.1881 loss_giou_1: 0.3389 loss_ce_2: 0.2535 loss_bbox_2: 0.1706 loss_giou_2: 0.3193 loss_ce_3: 0.2184 loss_bbox_3: 0.167 loss_giou_3: 0.3243 loss_ce_4: 0.1999 loss_bbox_4: 0.1664 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:52] d2.utils.events INFO: eta: 4:29:33 iter: 392479 total_loss: 4.701 loss_ce: 0.2066 loss_bbox: 0.1528 loss_giou: 0.299 loss_ce_0: 0.4241 loss_bbox_0: 0.2629 loss_giou_0: 0.4533 loss_ce_1: 0.3218 loss_bbox_1: 0.1785 loss_giou_1: 0.3444 loss_ce_2: 0.2631 loss_bbox_2: 0.1621 loss_giou_2: 0.3169 loss_ce_3: 0.2292 loss_bbox_3: 0.1598 loss_giou_3: 0.313 loss_ce_4: 0.2059 loss_bbox_4: 0.1575 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 21:15:58] d2.utils.events INFO: eta: 4:29:28 iter: 392499 total_loss: 4.691 loss_ce: 0.1936 loss_bbox: 0.1595 loss_giou: 0.2902 loss_ce_0: 0.4297 loss_bbox_0: 0.2637 loss_giou_0: 0.4791 loss_ce_1: 0.3172 loss_bbox_1: 0.1802 loss_giou_1: 0.3377 loss_ce_2: 0.2503 loss_bbox_2: 0.167 loss_giou_2: 0.3035 loss_ce_3: 0.2182 loss_bbox_3: 0.1631 loss_giou_3: 0.289 loss_ce_4: 0.2014 loss_bbox_4: 0.1605 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:03] d2.utils.events INFO: eta: 4:29:17 iter: 392519 total_loss: 4.461 loss_ce: 0.1848 loss_bbox: 0.1528 loss_giou: 0.282 loss_ce_0: 0.4232 loss_bbox_0: 0.2622 loss_giou_0: 0.4421 loss_ce_1: 0.3032 loss_bbox_1: 0.1787 loss_giou_1: 0.3215 loss_ce_2: 0.2349 loss_bbox_2: 0.1647 loss_giou_2: 0.2951 loss_ce_3: 0.205 loss_bbox_3: 0.1565 loss_giou_3: 0.2955 loss_ce_4: 0.1964 loss_bbox_4: 0.1523 loss_giou_4: 0.2832 time: 0.2800 data_time: 0.0329 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:09] d2.utils.events INFO: eta: 4:29:09 iter: 392539 total_loss: 4.76 loss_ce: 0.2201 loss_bbox: 0.1585 loss_giou: 0.3033 loss_ce_0: 0.4492 loss_bbox_0: 0.273 loss_giou_0: 0.4631 loss_ce_1: 0.3366 loss_bbox_1: 0.1871 loss_giou_1: 0.3358 loss_ce_2: 0.2711 loss_bbox_2: 0.1739 loss_giou_2: 0.3206 loss_ce_3: 0.2357 loss_bbox_3: 0.1679 loss_giou_3: 0.3065 loss_ce_4: 0.2236 loss_bbox_4: 0.1628 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:15] d2.utils.events INFO: eta: 4:29:06 iter: 392559 total_loss: 4.676 loss_ce: 0.2016 loss_bbox: 0.1417 loss_giou: 0.2884 loss_ce_0: 0.4302 loss_bbox_0: 0.2352 loss_giou_0: 0.4677 loss_ce_1: 0.3098 loss_bbox_1: 0.1648 loss_giou_1: 0.3247 loss_ce_2: 0.2448 loss_bbox_2: 0.1494 loss_giou_2: 0.3072 loss_ce_3: 0.2209 loss_bbox_3: 0.1494 loss_giou_3: 0.2986 loss_ce_4: 0.2107 loss_bbox_4: 0.1452 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:20] d2.utils.events INFO: eta: 4:29:02 iter: 392579 total_loss: 4.859 loss_ce: 0.204 loss_bbox: 0.1593 loss_giou: 0.3046 loss_ce_0: 0.4289 loss_bbox_0: 0.2701 loss_giou_0: 0.4594 loss_ce_1: 0.3168 loss_bbox_1: 0.1975 loss_giou_1: 0.3388 loss_ce_2: 0.2679 loss_bbox_2: 0.1762 loss_giou_2: 0.3073 loss_ce_3: 0.2339 loss_bbox_3: 0.1659 loss_giou_3: 0.3079 loss_ce_4: 0.2146 loss_bbox_4: 0.164 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:26] d2.utils.events INFO: eta: 4:28:59 iter: 392599 total_loss: 4.644 loss_ce: 0.2021 loss_bbox: 0.1605 loss_giou: 0.2797 loss_ce_0: 0.4278 loss_bbox_0: 0.2632 loss_giou_0: 0.4536 loss_ce_1: 0.3157 loss_bbox_1: 0.1874 loss_giou_1: 0.3361 loss_ce_2: 0.2623 loss_bbox_2: 0.1716 loss_giou_2: 0.3017 loss_ce_3: 0.2309 loss_bbox_3: 0.1609 loss_giou_3: 0.2885 loss_ce_4: 0.2092 loss_bbox_4: 0.1588 loss_giou_4: 0.2889 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:32] d2.utils.events INFO: eta: 4:28:50 iter: 392619 total_loss: 4.983 loss_ce: 0.22 loss_bbox: 0.1539 loss_giou: 0.3261 loss_ce_0: 0.4224 loss_bbox_0: 0.2646 loss_giou_0: 0.4878 loss_ce_1: 0.3334 loss_bbox_1: 0.1858 loss_giou_1: 0.3695 loss_ce_2: 0.2641 loss_bbox_2: 0.1677 loss_giou_2: 0.3438 loss_ce_3: 0.2327 loss_bbox_3: 0.1603 loss_giou_3: 0.3404 loss_ce_4: 0.2195 loss_bbox_4: 0.1552 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:37] d2.utils.events INFO: eta: 4:28:46 iter: 392639 total_loss: 5.028 loss_ce: 0.2283 loss_bbox: 0.1652 loss_giou: 0.3063 loss_ce_0: 0.451 loss_bbox_0: 0.2683 loss_giou_0: 0.4785 loss_ce_1: 0.3448 loss_bbox_1: 0.1894 loss_giou_1: 0.3554 loss_ce_2: 0.284 loss_bbox_2: 0.1707 loss_giou_2: 0.3207 loss_ce_3: 0.2549 loss_bbox_3: 0.169 loss_giou_3: 0.317 loss_ce_4: 0.2406 loss_bbox_4: 0.1678 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:43] d2.utils.events INFO: eta: 4:28:34 iter: 392659 total_loss: 4.769 loss_ce: 0.2066 loss_bbox: 0.1557 loss_giou: 0.3063 loss_ce_0: 0.4277 loss_bbox_0: 0.2646 loss_giou_0: 0.4435 loss_ce_1: 0.3182 loss_bbox_1: 0.1787 loss_giou_1: 0.3369 loss_ce_2: 0.243 loss_bbox_2: 0.1659 loss_giou_2: 0.3278 loss_ce_3: 0.2198 loss_bbox_3: 0.1616 loss_giou_3: 0.3178 loss_ce_4: 0.2143 loss_bbox_4: 0.1566 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:49] d2.utils.events INFO: eta: 4:28:32 iter: 392679 total_loss: 4.643 loss_ce: 0.2067 loss_bbox: 0.1465 loss_giou: 0.3021 loss_ce_0: 0.4288 loss_bbox_0: 0.2611 loss_giou_0: 0.485 loss_ce_1: 0.3172 loss_bbox_1: 0.1762 loss_giou_1: 0.3457 loss_ce_2: 0.2483 loss_bbox_2: 0.1619 loss_giou_2: 0.3245 loss_ce_3: 0.2116 loss_bbox_3: 0.1538 loss_giou_3: 0.3108 loss_ce_4: 0.2092 loss_bbox_4: 0.1493 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:16:54] d2.utils.events INFO: eta: 4:28:27 iter: 392699 total_loss: 4.669 loss_ce: 0.1963 loss_bbox: 0.1444 loss_giou: 0.3042 loss_ce_0: 0.4077 loss_bbox_0: 0.2542 loss_giou_0: 0.4632 loss_ce_1: 0.297 loss_bbox_1: 0.1718 loss_giou_1: 0.3403 loss_ce_2: 0.243 loss_bbox_2: 0.1524 loss_giou_2: 0.3171 loss_ce_3: 0.2065 loss_bbox_3: 0.1448 loss_giou_3: 0.3116 loss_ce_4: 0.1962 loss_bbox_4: 0.1403 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0200 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:00] d2.utils.events INFO: eta: 4:28:18 iter: 392719 total_loss: 4.884 loss_ce: 0.2154 loss_bbox: 0.1568 loss_giou: 0.306 loss_ce_0: 0.4314 loss_bbox_0: 0.2536 loss_giou_0: 0.4515 loss_ce_1: 0.3251 loss_bbox_1: 0.1841 loss_giou_1: 0.3437 loss_ce_2: 0.267 loss_bbox_2: 0.1698 loss_giou_2: 0.3188 loss_ce_3: 0.2351 loss_bbox_3: 0.1623 loss_giou_3: 0.3111 loss_ce_4: 0.2162 loss_bbox_4: 0.1599 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:06] d2.utils.events INFO: eta: 4:28:12 iter: 392739 total_loss: 4.797 loss_ce: 0.2129 loss_bbox: 0.1534 loss_giou: 0.3021 loss_ce_0: 0.4509 loss_bbox_0: 0.2684 loss_giou_0: 0.4595 loss_ce_1: 0.3338 loss_bbox_1: 0.1768 loss_giou_1: 0.3353 loss_ce_2: 0.2583 loss_bbox_2: 0.163 loss_giou_2: 0.3125 loss_ce_3: 0.2255 loss_bbox_3: 0.1555 loss_giou_3: 0.307 loss_ce_4: 0.2123 loss_bbox_4: 0.1571 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:11] d2.utils.events INFO: eta: 4:28:12 iter: 392759 total_loss: 4.802 loss_ce: 0.212 loss_bbox: 0.1463 loss_giou: 0.3205 loss_ce_0: 0.4201 loss_bbox_0: 0.2611 loss_giou_0: 0.4896 loss_ce_1: 0.3123 loss_bbox_1: 0.1788 loss_giou_1: 0.3656 loss_ce_2: 0.2612 loss_bbox_2: 0.1637 loss_giou_2: 0.3406 loss_ce_3: 0.2333 loss_bbox_3: 0.1547 loss_giou_3: 0.3322 loss_ce_4: 0.2224 loss_bbox_4: 0.1477 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0169 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:17] d2.utils.events INFO: eta: 4:28:06 iter: 392779 total_loss: 4.653 loss_ce: 0.205 loss_bbox: 0.1557 loss_giou: 0.2774 loss_ce_0: 0.4155 loss_bbox_0: 0.2553 loss_giou_0: 0.4284 loss_ce_1: 0.3115 loss_bbox_1: 0.1778 loss_giou_1: 0.3193 loss_ce_2: 0.2533 loss_bbox_2: 0.1682 loss_giou_2: 0.3075 loss_ce_3: 0.2221 loss_bbox_3: 0.161 loss_giou_3: 0.2939 loss_ce_4: 0.1993 loss_bbox_4: 0.1575 loss_giou_4: 0.2849 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:23] d2.utils.events INFO: eta: 4:28:04 iter: 392799 total_loss: 4.992 loss_ce: 0.2216 loss_bbox: 0.154 loss_giou: 0.3266 loss_ce_0: 0.4339 loss_bbox_0: 0.2649 loss_giou_0: 0.5011 loss_ce_1: 0.3198 loss_bbox_1: 0.1848 loss_giou_1: 0.3685 loss_ce_2: 0.2543 loss_bbox_2: 0.1646 loss_giou_2: 0.3445 loss_ce_3: 0.2323 loss_bbox_3: 0.1601 loss_giou_3: 0.3415 loss_ce_4: 0.228 loss_bbox_4: 0.1567 loss_giou_4: 0.3301 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:29] d2.utils.events INFO: eta: 4:27:54 iter: 392819 total_loss: 4.924 loss_ce: 0.2349 loss_bbox: 0.1469 loss_giou: 0.3276 loss_ce_0: 0.4341 loss_bbox_0: 0.2661 loss_giou_0: 0.4991 loss_ce_1: 0.3346 loss_bbox_1: 0.1828 loss_giou_1: 0.3746 loss_ce_2: 0.2742 loss_bbox_2: 0.1665 loss_giou_2: 0.351 loss_ce_3: 0.2469 loss_bbox_3: 0.1589 loss_giou_3: 0.3425 loss_ce_4: 0.2334 loss_bbox_4: 0.1494 loss_giou_4: 0.3306 time: 0.2800 data_time: 0.0322 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:34] d2.utils.events INFO: eta: 4:27:46 iter: 392839 total_loss: 4.689 loss_ce: 0.1864 loss_bbox: 0.1561 loss_giou: 0.2986 loss_ce_0: 0.3907 loss_bbox_0: 0.2515 loss_giou_0: 0.4316 loss_ce_1: 0.2912 loss_bbox_1: 0.1896 loss_giou_1: 0.3449 loss_ce_2: 0.2334 loss_bbox_2: 0.1752 loss_giou_2: 0.3168 loss_ce_3: 0.1985 loss_bbox_3: 0.1592 loss_giou_3: 0.3076 loss_ce_4: 0.1846 loss_bbox_4: 0.1576 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:40] d2.utils.events INFO: eta: 4:27:35 iter: 392859 total_loss: 4.628 loss_ce: 0.1871 loss_bbox: 0.1707 loss_giou: 0.2957 loss_ce_0: 0.4108 loss_bbox_0: 0.2591 loss_giou_0: 0.4617 loss_ce_1: 0.3088 loss_bbox_1: 0.1904 loss_giou_1: 0.3359 loss_ce_2: 0.242 loss_bbox_2: 0.1782 loss_giou_2: 0.3049 loss_ce_3: 0.2011 loss_bbox_3: 0.1766 loss_giou_3: 0.3023 loss_ce_4: 0.196 loss_bbox_4: 0.1715 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:46] d2.utils.events INFO: eta: 4:27:29 iter: 392879 total_loss: 5.038 loss_ce: 0.2119 loss_bbox: 0.1652 loss_giou: 0.3106 loss_ce_0: 0.4334 loss_bbox_0: 0.2708 loss_giou_0: 0.4757 loss_ce_1: 0.3214 loss_bbox_1: 0.1906 loss_giou_1: 0.3575 loss_ce_2: 0.2697 loss_bbox_2: 0.1796 loss_giou_2: 0.3319 loss_ce_3: 0.2382 loss_bbox_3: 0.1733 loss_giou_3: 0.3245 loss_ce_4: 0.2243 loss_bbox_4: 0.1683 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:51] d2.utils.events INFO: eta: 4:27:23 iter: 392899 total_loss: 4.782 loss_ce: 0.2122 loss_bbox: 0.1444 loss_giou: 0.2983 loss_ce_0: 0.4316 loss_bbox_0: 0.2626 loss_giou_0: 0.4646 loss_ce_1: 0.3233 loss_bbox_1: 0.1793 loss_giou_1: 0.3421 loss_ce_2: 0.255 loss_bbox_2: 0.1591 loss_giou_2: 0.32 loss_ce_3: 0.2223 loss_bbox_3: 0.1534 loss_giou_3: 0.3123 loss_ce_4: 0.2133 loss_bbox_4: 0.1488 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 21:17:57] d2.utils.events INFO: eta: 4:27:19 iter: 392919 total_loss: 4.947 loss_ce: 0.1967 loss_bbox: 0.1583 loss_giou: 0.2917 loss_ce_0: 0.4261 loss_bbox_0: 0.273 loss_giou_0: 0.4583 loss_ce_1: 0.3124 loss_bbox_1: 0.1933 loss_giou_1: 0.338 loss_ce_2: 0.2525 loss_bbox_2: 0.1799 loss_giou_2: 0.3139 loss_ce_3: 0.2096 loss_bbox_3: 0.1689 loss_giou_3: 0.3019 loss_ce_4: 0.204 loss_bbox_4: 0.1619 loss_giou_4: 0.2929 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:03] d2.utils.events INFO: eta: 4:27:10 iter: 392939 total_loss: 4.977 loss_ce: 0.2279 loss_bbox: 0.1578 loss_giou: 0.2968 loss_ce_0: 0.4312 loss_bbox_0: 0.2637 loss_giou_0: 0.4659 loss_ce_1: 0.3267 loss_bbox_1: 0.1838 loss_giou_1: 0.3429 loss_ce_2: 0.2642 loss_bbox_2: 0.1692 loss_giou_2: 0.3165 loss_ce_3: 0.2301 loss_bbox_3: 0.1628 loss_giou_3: 0.3041 loss_ce_4: 0.2242 loss_bbox_4: 0.1571 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:08] d2.utils.events INFO: eta: 4:27:06 iter: 392959 total_loss: 4.8 loss_ce: 0.194 loss_bbox: 0.1586 loss_giou: 0.2954 loss_ce_0: 0.4372 loss_bbox_0: 0.2705 loss_giou_0: 0.4503 loss_ce_1: 0.3275 loss_bbox_1: 0.1895 loss_giou_1: 0.3323 loss_ce_2: 0.2464 loss_bbox_2: 0.1709 loss_giou_2: 0.3096 loss_ce_3: 0.2153 loss_bbox_3: 0.1638 loss_giou_3: 0.2997 loss_ce_4: 0.1964 loss_bbox_4: 0.1644 loss_giou_4: 0.2935 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:14] d2.utils.events INFO: eta: 4:27:01 iter: 392979 total_loss: 4.8 loss_ce: 0.209 loss_bbox: 0.1545 loss_giou: 0.2907 loss_ce_0: 0.4469 loss_bbox_0: 0.265 loss_giou_0: 0.4768 loss_ce_1: 0.3044 loss_bbox_1: 0.1924 loss_giou_1: 0.344 loss_ce_2: 0.2626 loss_bbox_2: 0.171 loss_giou_2: 0.3143 loss_ce_3: 0.2407 loss_bbox_3: 0.1632 loss_giou_3: 0.3028 loss_ce_4: 0.217 loss_bbox_4: 0.1563 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:20] d2.utils.events INFO: eta: 4:26:58 iter: 392999 total_loss: 4.768 loss_ce: 0.2033 loss_bbox: 0.1538 loss_giou: 0.3091 loss_ce_0: 0.4186 loss_bbox_0: 0.2578 loss_giou_0: 0.4842 loss_ce_1: 0.3161 loss_bbox_1: 0.1823 loss_giou_1: 0.3583 loss_ce_2: 0.2571 loss_bbox_2: 0.1689 loss_giou_2: 0.3284 loss_ce_3: 0.2288 loss_bbox_3: 0.1586 loss_giou_3: 0.318 loss_ce_4: 0.2081 loss_bbox_4: 0.1563 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:25] d2.utils.events INFO: eta: 4:26:48 iter: 393019 total_loss: 4.762 loss_ce: 0.2151 loss_bbox: 0.1522 loss_giou: 0.302 loss_ce_0: 0.4322 loss_bbox_0: 0.2588 loss_giou_0: 0.4729 loss_ce_1: 0.3342 loss_bbox_1: 0.1755 loss_giou_1: 0.344 loss_ce_2: 0.2722 loss_bbox_2: 0.1591 loss_giou_2: 0.3146 loss_ce_3: 0.2406 loss_bbox_3: 0.1532 loss_giou_3: 0.3154 loss_ce_4: 0.2214 loss_bbox_4: 0.153 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:31] d2.utils.events INFO: eta: 4:26:44 iter: 393039 total_loss: 4.659 loss_ce: 0.2117 loss_bbox: 0.1511 loss_giou: 0.2738 loss_ce_0: 0.434 loss_bbox_0: 0.2618 loss_giou_0: 0.4432 loss_ce_1: 0.3164 loss_bbox_1: 0.1794 loss_giou_1: 0.3308 loss_ce_2: 0.2532 loss_bbox_2: 0.1632 loss_giou_2: 0.2953 loss_ce_3: 0.2307 loss_bbox_3: 0.1572 loss_giou_3: 0.284 loss_ce_4: 0.2135 loss_bbox_4: 0.1534 loss_giou_4: 0.2786 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:37] d2.utils.events INFO: eta: 4:26:34 iter: 393059 total_loss: 4.735 loss_ce: 0.2093 loss_bbox: 0.1563 loss_giou: 0.3255 loss_ce_0: 0.4266 loss_bbox_0: 0.25 loss_giou_0: 0.5004 loss_ce_1: 0.3101 loss_bbox_1: 0.1747 loss_giou_1: 0.3731 loss_ce_2: 0.2607 loss_bbox_2: 0.1633 loss_giou_2: 0.3436 loss_ce_3: 0.2293 loss_bbox_3: 0.1561 loss_giou_3: 0.3313 loss_ce_4: 0.2113 loss_bbox_4: 0.1574 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:42] d2.utils.events INFO: eta: 4:26:27 iter: 393079 total_loss: 4.875 loss_ce: 0.2076 loss_bbox: 0.161 loss_giou: 0.3059 loss_ce_0: 0.416 loss_bbox_0: 0.2769 loss_giou_0: 0.4581 loss_ce_1: 0.3204 loss_bbox_1: 0.1918 loss_giou_1: 0.3398 loss_ce_2: 0.2607 loss_bbox_2: 0.1775 loss_giou_2: 0.3184 loss_ce_3: 0.2248 loss_bbox_3: 0.1702 loss_giou_3: 0.3152 loss_ce_4: 0.2084 loss_bbox_4: 0.1673 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:48] d2.utils.events INFO: eta: 4:26:21 iter: 393099 total_loss: 5.159 loss_ce: 0.2206 loss_bbox: 0.1766 loss_giou: 0.3217 loss_ce_0: 0.4288 loss_bbox_0: 0.2718 loss_giou_0: 0.466 loss_ce_1: 0.315 loss_bbox_1: 0.1942 loss_giou_1: 0.3638 loss_ce_2: 0.252 loss_bbox_2: 0.1798 loss_giou_2: 0.339 loss_ce_3: 0.2277 loss_bbox_3: 0.1814 loss_giou_3: 0.3308 loss_ce_4: 0.2178 loss_bbox_4: 0.1788 loss_giou_4: 0.3283 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:54] d2.utils.events INFO: eta: 4:26:11 iter: 393119 total_loss: 4.79 loss_ce: 0.1914 loss_bbox: 0.1708 loss_giou: 0.2901 loss_ce_0: 0.4245 loss_bbox_0: 0.2706 loss_giou_0: 0.4565 loss_ce_1: 0.317 loss_bbox_1: 0.2002 loss_giou_1: 0.3427 loss_ce_2: 0.2507 loss_bbox_2: 0.1797 loss_giou_2: 0.3174 loss_ce_3: 0.2141 loss_bbox_3: 0.1729 loss_giou_3: 0.307 loss_ce_4: 0.1998 loss_bbox_4: 0.1689 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 21:18:59] d2.utils.events INFO: eta: 4:26:02 iter: 393139 total_loss: 4.66 loss_ce: 0.1916 loss_bbox: 0.1545 loss_giou: 0.3041 loss_ce_0: 0.4248 loss_bbox_0: 0.2582 loss_giou_0: 0.4687 loss_ce_1: 0.3018 loss_bbox_1: 0.1874 loss_giou_1: 0.3484 loss_ce_2: 0.2494 loss_bbox_2: 0.1671 loss_giou_2: 0.3236 loss_ce_3: 0.2079 loss_bbox_3: 0.1581 loss_giou_3: 0.3075 loss_ce_4: 0.1961 loss_bbox_4: 0.1583 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:05] d2.utils.events INFO: eta: 4:25:56 iter: 393159 total_loss: 4.688 loss_ce: 0.1937 loss_bbox: 0.1609 loss_giou: 0.2826 loss_ce_0: 0.4149 loss_bbox_0: 0.2675 loss_giou_0: 0.4422 loss_ce_1: 0.3091 loss_bbox_1: 0.1871 loss_giou_1: 0.3352 loss_ce_2: 0.2575 loss_bbox_2: 0.1731 loss_giou_2: 0.3039 loss_ce_3: 0.2209 loss_bbox_3: 0.1647 loss_giou_3: 0.2936 loss_ce_4: 0.2055 loss_bbox_4: 0.1628 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:11] d2.utils.events INFO: eta: 4:25:45 iter: 393179 total_loss: 4.89 loss_ce: 0.2065 loss_bbox: 0.1444 loss_giou: 0.3011 loss_ce_0: 0.4318 loss_bbox_0: 0.2715 loss_giou_0: 0.4604 loss_ce_1: 0.3114 loss_bbox_1: 0.1741 loss_giou_1: 0.3426 loss_ce_2: 0.2535 loss_bbox_2: 0.1549 loss_giou_2: 0.3209 loss_ce_3: 0.2219 loss_bbox_3: 0.15 loss_giou_3: 0.313 loss_ce_4: 0.2083 loss_bbox_4: 0.1482 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:16] d2.utils.events INFO: eta: 4:25:44 iter: 393199 total_loss: 4.86 loss_ce: 0.1999 loss_bbox: 0.1546 loss_giou: 0.3114 loss_ce_0: 0.4311 loss_bbox_0: 0.2751 loss_giou_0: 0.4884 loss_ce_1: 0.3319 loss_bbox_1: 0.1766 loss_giou_1: 0.3539 loss_ce_2: 0.257 loss_bbox_2: 0.1645 loss_giou_2: 0.331 loss_ce_3: 0.2187 loss_bbox_3: 0.1586 loss_giou_3: 0.3224 loss_ce_4: 0.2064 loss_bbox_4: 0.1573 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:22] d2.utils.events INFO: eta: 4:25:37 iter: 393219 total_loss: 4.945 loss_ce: 0.21 loss_bbox: 0.1578 loss_giou: 0.3067 loss_ce_0: 0.4421 loss_bbox_0: 0.2738 loss_giou_0: 0.461 loss_ce_1: 0.3302 loss_bbox_1: 0.1898 loss_giou_1: 0.3563 loss_ce_2: 0.2611 loss_bbox_2: 0.1693 loss_giou_2: 0.3315 loss_ce_3: 0.2248 loss_bbox_3: 0.1655 loss_giou_3: 0.3221 loss_ce_4: 0.2143 loss_bbox_4: 0.1632 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:28] d2.utils.events INFO: eta: 4:25:32 iter: 393239 total_loss: 4.817 loss_ce: 0.2122 loss_bbox: 0.1632 loss_giou: 0.2841 loss_ce_0: 0.4294 loss_bbox_0: 0.2617 loss_giou_0: 0.4569 loss_ce_1: 0.3067 loss_bbox_1: 0.1916 loss_giou_1: 0.3506 loss_ce_2: 0.2535 loss_bbox_2: 0.1755 loss_giou_2: 0.3163 loss_ce_3: 0.2283 loss_bbox_3: 0.1697 loss_giou_3: 0.3008 loss_ce_4: 0.212 loss_bbox_4: 0.1655 loss_giou_4: 0.2904 time: 0.2800 data_time: 0.0187 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:33] d2.utils.events INFO: eta: 4:25:29 iter: 393259 total_loss: 4.781 loss_ce: 0.2075 loss_bbox: 0.1534 loss_giou: 0.3095 loss_ce_0: 0.4111 loss_bbox_0: 0.2528 loss_giou_0: 0.476 loss_ce_1: 0.3107 loss_bbox_1: 0.1738 loss_giou_1: 0.3516 loss_ce_2: 0.2534 loss_bbox_2: 0.16 loss_giou_2: 0.3316 loss_ce_3: 0.2141 loss_bbox_3: 0.155 loss_giou_3: 0.3182 loss_ce_4: 0.2067 loss_bbox_4: 0.1531 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0174 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:39] d2.utils.events INFO: eta: 4:25:28 iter: 393279 total_loss: 4.783 loss_ce: 0.2122 loss_bbox: 0.1509 loss_giou: 0.2938 loss_ce_0: 0.4105 loss_bbox_0: 0.2631 loss_giou_0: 0.4616 loss_ce_1: 0.3048 loss_bbox_1: 0.1792 loss_giou_1: 0.332 loss_ce_2: 0.2488 loss_bbox_2: 0.1594 loss_giou_2: 0.3083 loss_ce_3: 0.2238 loss_bbox_3: 0.1551 loss_giou_3: 0.2999 loss_ce_4: 0.215 loss_bbox_4: 0.156 loss_giou_4: 0.2983 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:45] d2.utils.events INFO: eta: 4:25:18 iter: 393299 total_loss: 4.762 loss_ce: 0.2004 loss_bbox: 0.1478 loss_giou: 0.2972 loss_ce_0: 0.4146 loss_bbox_0: 0.2566 loss_giou_0: 0.4458 loss_ce_1: 0.3121 loss_bbox_1: 0.1803 loss_giou_1: 0.3311 loss_ce_2: 0.2484 loss_bbox_2: 0.1632 loss_giou_2: 0.3134 loss_ce_3: 0.2156 loss_bbox_3: 0.1567 loss_giou_3: 0.3075 loss_ce_4: 0.2018 loss_bbox_4: 0.1509 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:51] d2.utils.events INFO: eta: 4:25:18 iter: 393319 total_loss: 5.09 loss_ce: 0.2254 loss_bbox: 0.1651 loss_giou: 0.3304 loss_ce_0: 0.4559 loss_bbox_0: 0.2647 loss_giou_0: 0.4862 loss_ce_1: 0.3356 loss_bbox_1: 0.1892 loss_giou_1: 0.3795 loss_ce_2: 0.2786 loss_bbox_2: 0.168 loss_giou_2: 0.3506 loss_ce_3: 0.2401 loss_bbox_3: 0.1637 loss_giou_3: 0.3461 loss_ce_4: 0.2266 loss_bbox_4: 0.164 loss_giou_4: 0.3334 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 21:19:56] d2.utils.events INFO: eta: 4:25:09 iter: 393339 total_loss: 4.656 loss_ce: 0.1896 loss_bbox: 0.1544 loss_giou: 0.288 loss_ce_0: 0.4307 loss_bbox_0: 0.2619 loss_giou_0: 0.4359 loss_ce_1: 0.297 loss_bbox_1: 0.1897 loss_giou_1: 0.3362 loss_ce_2: 0.2392 loss_bbox_2: 0.1738 loss_giou_2: 0.3081 loss_ce_3: 0.2057 loss_bbox_3: 0.1631 loss_giou_3: 0.2969 loss_ce_4: 0.1907 loss_bbox_4: 0.159 loss_giou_4: 0.2894 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:02] d2.utils.events INFO: eta: 4:25:05 iter: 393359 total_loss: 4.996 loss_ce: 0.2096 loss_bbox: 0.1457 loss_giou: 0.3011 loss_ce_0: 0.4421 loss_bbox_0: 0.2627 loss_giou_0: 0.4782 loss_ce_1: 0.3282 loss_bbox_1: 0.1773 loss_giou_1: 0.3478 loss_ce_2: 0.2654 loss_bbox_2: 0.1643 loss_giou_2: 0.3195 loss_ce_3: 0.2336 loss_bbox_3: 0.1567 loss_giou_3: 0.3105 loss_ce_4: 0.2175 loss_bbox_4: 0.1512 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:08] d2.utils.events INFO: eta: 4:25:04 iter: 393379 total_loss: 4.708 loss_ce: 0.2028 loss_bbox: 0.1493 loss_giou: 0.2977 loss_ce_0: 0.4083 loss_bbox_0: 0.2648 loss_giou_0: 0.4516 loss_ce_1: 0.315 loss_bbox_1: 0.1843 loss_giou_1: 0.3417 loss_ce_2: 0.2441 loss_bbox_2: 0.1622 loss_giou_2: 0.3251 loss_ce_3: 0.216 loss_bbox_3: 0.1543 loss_giou_3: 0.31 loss_ce_4: 0.2034 loss_bbox_4: 0.1524 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:13] d2.utils.events INFO: eta: 4:24:57 iter: 393399 total_loss: 4.737 loss_ce: 0.1987 loss_bbox: 0.1499 loss_giou: 0.2948 loss_ce_0: 0.4157 loss_bbox_0: 0.257 loss_giou_0: 0.454 loss_ce_1: 0.311 loss_bbox_1: 0.1745 loss_giou_1: 0.3405 loss_ce_2: 0.2518 loss_bbox_2: 0.1588 loss_giou_2: 0.3123 loss_ce_3: 0.2146 loss_bbox_3: 0.153 loss_giou_3: 0.304 loss_ce_4: 0.2032 loss_bbox_4: 0.1503 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:19] d2.utils.events INFO: eta: 4:24:46 iter: 393419 total_loss: 4.616 loss_ce: 0.1905 loss_bbox: 0.1526 loss_giou: 0.275 loss_ce_0: 0.4223 loss_bbox_0: 0.27 loss_giou_0: 0.4436 loss_ce_1: 0.2988 loss_bbox_1: 0.1849 loss_giou_1: 0.323 loss_ce_2: 0.2434 loss_bbox_2: 0.1702 loss_giou_2: 0.3011 loss_ce_3: 0.2116 loss_bbox_3: 0.1628 loss_giou_3: 0.2864 loss_ce_4: 0.1884 loss_bbox_4: 0.1613 loss_giou_4: 0.2787 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:25] d2.utils.events INFO: eta: 4:24:41 iter: 393439 total_loss: 4.675 loss_ce: 0.199 loss_bbox: 0.1352 loss_giou: 0.2914 loss_ce_0: 0.4361 loss_bbox_0: 0.2463 loss_giou_0: 0.4802 loss_ce_1: 0.3085 loss_bbox_1: 0.1604 loss_giou_1: 0.3505 loss_ce_2: 0.2518 loss_bbox_2: 0.1455 loss_giou_2: 0.3144 loss_ce_3: 0.209 loss_bbox_3: 0.1471 loss_giou_3: 0.3019 loss_ce_4: 0.2024 loss_bbox_4: 0.1343 loss_giou_4: 0.2914 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:30] d2.utils.events INFO: eta: 4:24:35 iter: 393459 total_loss: 4.667 loss_ce: 0.2022 loss_bbox: 0.1538 loss_giou: 0.2986 loss_ce_0: 0.4298 loss_bbox_0: 0.26 loss_giou_0: 0.4683 loss_ce_1: 0.323 loss_bbox_1: 0.1804 loss_giou_1: 0.3397 loss_ce_2: 0.2605 loss_bbox_2: 0.1642 loss_giou_2: 0.3173 loss_ce_3: 0.2372 loss_bbox_3: 0.1611 loss_giou_3: 0.3067 loss_ce_4: 0.2146 loss_bbox_4: 0.1576 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:36] d2.utils.events INFO: eta: 4:24:32 iter: 393479 total_loss: 5.115 loss_ce: 0.2223 loss_bbox: 0.1786 loss_giou: 0.3067 loss_ce_0: 0.4377 loss_bbox_0: 0.2944 loss_giou_0: 0.4715 loss_ce_1: 0.3277 loss_bbox_1: 0.2108 loss_giou_1: 0.357 loss_ce_2: 0.2728 loss_bbox_2: 0.1899 loss_giou_2: 0.3302 loss_ce_3: 0.2338 loss_bbox_3: 0.1849 loss_giou_3: 0.3166 loss_ce_4: 0.2173 loss_bbox_4: 0.1832 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:42] d2.utils.events INFO: eta: 4:24:29 iter: 393499 total_loss: 4.866 loss_ce: 0.2088 loss_bbox: 0.1593 loss_giou: 0.3095 loss_ce_0: 0.4284 loss_bbox_0: 0.2747 loss_giou_0: 0.4713 loss_ce_1: 0.3201 loss_bbox_1: 0.1956 loss_giou_1: 0.3555 loss_ce_2: 0.2583 loss_bbox_2: 0.1745 loss_giou_2: 0.3274 loss_ce_3: 0.2344 loss_bbox_3: 0.1652 loss_giou_3: 0.316 loss_ce_4: 0.2086 loss_bbox_4: 0.1609 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:47] d2.utils.events INFO: eta: 4:24:25 iter: 393519 total_loss: 4.764 loss_ce: 0.2001 loss_bbox: 0.1558 loss_giou: 0.2958 loss_ce_0: 0.4224 loss_bbox_0: 0.2682 loss_giou_0: 0.4629 loss_ce_1: 0.3041 loss_bbox_1: 0.1863 loss_giou_1: 0.3546 loss_ce_2: 0.2499 loss_bbox_2: 0.1718 loss_giou_2: 0.3223 loss_ce_3: 0.2176 loss_bbox_3: 0.1641 loss_giou_3: 0.3086 loss_ce_4: 0.207 loss_bbox_4: 0.1614 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:53] d2.utils.events INFO: eta: 4:24:21 iter: 393539 total_loss: 4.744 loss_ce: 0.2095 loss_bbox: 0.1539 loss_giou: 0.2879 loss_ce_0: 0.4086 loss_bbox_0: 0.2567 loss_giou_0: 0.4504 loss_ce_1: 0.309 loss_bbox_1: 0.1817 loss_giou_1: 0.3442 loss_ce_2: 0.2607 loss_bbox_2: 0.1704 loss_giou_2: 0.3208 loss_ce_3: 0.2162 loss_bbox_3: 0.1651 loss_giou_3: 0.3037 loss_ce_4: 0.2093 loss_bbox_4: 0.158 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0182 lr: 2.5e-06 max_mem: 5427M [11/03 21:20:59] d2.utils.events INFO: eta: 4:24:16 iter: 393559 total_loss: 4.902 loss_ce: 0.2048 loss_bbox: 0.1622 loss_giou: 0.3061 loss_ce_0: 0.44 loss_bbox_0: 0.272 loss_giou_0: 0.4693 loss_ce_1: 0.3252 loss_bbox_1: 0.1913 loss_giou_1: 0.3537 loss_ce_2: 0.2585 loss_bbox_2: 0.1746 loss_giou_2: 0.3234 loss_ce_3: 0.2202 loss_bbox_3: 0.1681 loss_giou_3: 0.3167 loss_ce_4: 0.2084 loss_bbox_4: 0.1639 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:04] d2.utils.events INFO: eta: 4:24:09 iter: 393579 total_loss: 4.739 loss_ce: 0.1931 loss_bbox: 0.1626 loss_giou: 0.3032 loss_ce_0: 0.4071 loss_bbox_0: 0.2563 loss_giou_0: 0.4453 loss_ce_1: 0.298 loss_bbox_1: 0.1846 loss_giou_1: 0.3429 loss_ce_2: 0.2362 loss_bbox_2: 0.1719 loss_giou_2: 0.3192 loss_ce_3: 0.2067 loss_bbox_3: 0.1659 loss_giou_3: 0.3142 loss_ce_4: 0.192 loss_bbox_4: 0.1648 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:10] d2.utils.events INFO: eta: 4:24:02 iter: 393599 total_loss: 4.689 loss_ce: 0.1839 loss_bbox: 0.1534 loss_giou: 0.3094 loss_ce_0: 0.4142 loss_bbox_0: 0.252 loss_giou_0: 0.4566 loss_ce_1: 0.3014 loss_bbox_1: 0.1775 loss_giou_1: 0.3406 loss_ce_2: 0.2494 loss_bbox_2: 0.163 loss_giou_2: 0.3205 loss_ce_3: 0.2146 loss_bbox_3: 0.1547 loss_giou_3: 0.3154 loss_ce_4: 0.1896 loss_bbox_4: 0.1551 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:16] d2.utils.events INFO: eta: 4:24:02 iter: 393619 total_loss: 4.332 loss_ce: 0.1681 loss_bbox: 0.144 loss_giou: 0.2853 loss_ce_0: 0.4042 loss_bbox_0: 0.2447 loss_giou_0: 0.4357 loss_ce_1: 0.2896 loss_bbox_1: 0.1721 loss_giou_1: 0.3247 loss_ce_2: 0.2345 loss_bbox_2: 0.158 loss_giou_2: 0.306 loss_ce_3: 0.19 loss_bbox_3: 0.1496 loss_giou_3: 0.2994 loss_ce_4: 0.1759 loss_bbox_4: 0.1463 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:22] d2.utils.events INFO: eta: 4:23:53 iter: 393639 total_loss: 4.705 loss_ce: 0.1996 loss_bbox: 0.1553 loss_giou: 0.2954 loss_ce_0: 0.4186 loss_bbox_0: 0.2736 loss_giou_0: 0.4497 loss_ce_1: 0.3247 loss_bbox_1: 0.1857 loss_giou_1: 0.3413 loss_ce_2: 0.251 loss_bbox_2: 0.1731 loss_giou_2: 0.3178 loss_ce_3: 0.2154 loss_bbox_3: 0.1639 loss_giou_3: 0.3029 loss_ce_4: 0.2016 loss_bbox_4: 0.1573 loss_giou_4: 0.2945 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:27] d2.utils.events INFO: eta: 4:23:49 iter: 393659 total_loss: 4.962 loss_ce: 0.2138 loss_bbox: 0.1581 loss_giou: 0.302 loss_ce_0: 0.4289 loss_bbox_0: 0.2633 loss_giou_0: 0.4728 loss_ce_1: 0.3298 loss_bbox_1: 0.1881 loss_giou_1: 0.3535 loss_ce_2: 0.279 loss_bbox_2: 0.1733 loss_giou_2: 0.3162 loss_ce_3: 0.2461 loss_bbox_3: 0.1658 loss_giou_3: 0.3114 loss_ce_4: 0.2237 loss_bbox_4: 0.1614 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:33] d2.utils.events INFO: eta: 4:23:43 iter: 393679 total_loss: 5.019 loss_ce: 0.2194 loss_bbox: 0.1586 loss_giou: 0.3189 loss_ce_0: 0.4324 loss_bbox_0: 0.2678 loss_giou_0: 0.4974 loss_ce_1: 0.3216 loss_bbox_1: 0.1804 loss_giou_1: 0.3666 loss_ce_2: 0.2712 loss_bbox_2: 0.1664 loss_giou_2: 0.3378 loss_ce_3: 0.2403 loss_bbox_3: 0.161 loss_giou_3: 0.3252 loss_ce_4: 0.2218 loss_bbox_4: 0.1569 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:39] d2.utils.events INFO: eta: 4:23:35 iter: 393699 total_loss: 4.702 loss_ce: 0.1911 loss_bbox: 0.1496 loss_giou: 0.3062 loss_ce_0: 0.4186 loss_bbox_0: 0.2643 loss_giou_0: 0.4774 loss_ce_1: 0.3034 loss_bbox_1: 0.1822 loss_giou_1: 0.3446 loss_ce_2: 0.244 loss_bbox_2: 0.1638 loss_giou_2: 0.3244 loss_ce_3: 0.2143 loss_bbox_3: 0.1558 loss_giou_3: 0.3115 loss_ce_4: 0.1961 loss_bbox_4: 0.1525 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:45] d2.utils.events INFO: eta: 4:23:32 iter: 393719 total_loss: 4.644 loss_ce: 0.1999 loss_bbox: 0.1535 loss_giou: 0.2921 loss_ce_0: 0.4193 loss_bbox_0: 0.2498 loss_giou_0: 0.4508 loss_ce_1: 0.3058 loss_bbox_1: 0.1825 loss_giou_1: 0.3376 loss_ce_2: 0.2425 loss_bbox_2: 0.1683 loss_giou_2: 0.3065 loss_ce_3: 0.2099 loss_bbox_3: 0.1604 loss_giou_3: 0.3009 loss_ce_4: 0.2031 loss_bbox_4: 0.1559 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:50] d2.utils.events INFO: eta: 4:23:28 iter: 393739 total_loss: 4.863 loss_ce: 0.2055 loss_bbox: 0.158 loss_giou: 0.3043 loss_ce_0: 0.4362 loss_bbox_0: 0.2654 loss_giou_0: 0.4587 loss_ce_1: 0.3286 loss_bbox_1: 0.1839 loss_giou_1: 0.3448 loss_ce_2: 0.2532 loss_bbox_2: 0.1673 loss_giou_2: 0.333 loss_ce_3: 0.2212 loss_bbox_3: 0.1654 loss_giou_3: 0.3219 loss_ce_4: 0.2083 loss_bbox_4: 0.1633 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 21:21:56] d2.utils.events INFO: eta: 4:23:21 iter: 393759 total_loss: 4.63 loss_ce: 0.2025 loss_bbox: 0.1602 loss_giou: 0.2948 loss_ce_0: 0.4253 loss_bbox_0: 0.2667 loss_giou_0: 0.4494 loss_ce_1: 0.3098 loss_bbox_1: 0.1851 loss_giou_1: 0.3238 loss_ce_2: 0.2488 loss_bbox_2: 0.1731 loss_giou_2: 0.3001 loss_ce_3: 0.2192 loss_bbox_3: 0.1664 loss_giou_3: 0.3072 loss_ce_4: 0.2066 loss_bbox_4: 0.1612 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:02] d2.utils.events INFO: eta: 4:23:13 iter: 393779 total_loss: 5.079 loss_ce: 0.23 loss_bbox: 0.1654 loss_giou: 0.3239 loss_ce_0: 0.437 loss_bbox_0: 0.2671 loss_giou_0: 0.5103 loss_ce_1: 0.3298 loss_bbox_1: 0.1918 loss_giou_1: 0.3762 loss_ce_2: 0.2824 loss_bbox_2: 0.1744 loss_giou_2: 0.3512 loss_ce_3: 0.2456 loss_bbox_3: 0.1691 loss_giou_3: 0.334 loss_ce_4: 0.23 loss_bbox_4: 0.166 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:07] d2.utils.events INFO: eta: 4:23:07 iter: 393799 total_loss: 4.613 loss_ce: 0.1876 loss_bbox: 0.1422 loss_giou: 0.2868 loss_ce_0: 0.4039 loss_bbox_0: 0.2392 loss_giou_0: 0.4581 loss_ce_1: 0.2873 loss_bbox_1: 0.1658 loss_giou_1: 0.3291 loss_ce_2: 0.2359 loss_bbox_2: 0.1533 loss_giou_2: 0.3015 loss_ce_3: 0.2057 loss_bbox_3: 0.1476 loss_giou_3: 0.2903 loss_ce_4: 0.197 loss_bbox_4: 0.1435 loss_giou_4: 0.2881 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:13] d2.utils.events INFO: eta: 4:23:01 iter: 393819 total_loss: 5.144 loss_ce: 0.2322 loss_bbox: 0.1638 loss_giou: 0.2983 loss_ce_0: 0.4572 loss_bbox_0: 0.2858 loss_giou_0: 0.4652 loss_ce_1: 0.3584 loss_bbox_1: 0.1983 loss_giou_1: 0.3418 loss_ce_2: 0.2857 loss_bbox_2: 0.1781 loss_giou_2: 0.3339 loss_ce_3: 0.2582 loss_bbox_3: 0.1727 loss_giou_3: 0.3083 loss_ce_4: 0.2303 loss_bbox_4: 0.1679 loss_giou_4: 0.3002 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:19] d2.utils.events INFO: eta: 4:22:58 iter: 393839 total_loss: 4.891 loss_ce: 0.2085 loss_bbox: 0.1493 loss_giou: 0.3261 loss_ce_0: 0.4053 loss_bbox_0: 0.2596 loss_giou_0: 0.496 loss_ce_1: 0.3093 loss_bbox_1: 0.1778 loss_giou_1: 0.3682 loss_ce_2: 0.2564 loss_bbox_2: 0.162 loss_giou_2: 0.346 loss_ce_3: 0.2228 loss_bbox_3: 0.1551 loss_giou_3: 0.3374 loss_ce_4: 0.2097 loss_bbox_4: 0.1503 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:24] d2.utils.events INFO: eta: 4:22:58 iter: 393859 total_loss: 4.671 loss_ce: 0.1897 loss_bbox: 0.1493 loss_giou: 0.2893 loss_ce_0: 0.4291 loss_bbox_0: 0.2697 loss_giou_0: 0.4735 loss_ce_1: 0.3187 loss_bbox_1: 0.1842 loss_giou_1: 0.3354 loss_ce_2: 0.2605 loss_bbox_2: 0.1686 loss_giou_2: 0.3088 loss_ce_3: 0.2198 loss_bbox_3: 0.1616 loss_giou_3: 0.3005 loss_ce_4: 0.1918 loss_bbox_4: 0.1526 loss_giou_4: 0.2917 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:30] d2.utils.events INFO: eta: 4:22:54 iter: 393879 total_loss: 4.663 loss_ce: 0.1886 loss_bbox: 0.1487 loss_giou: 0.299 loss_ce_0: 0.4245 loss_bbox_0: 0.2564 loss_giou_0: 0.4583 loss_ce_1: 0.3066 loss_bbox_1: 0.1758 loss_giou_1: 0.3414 loss_ce_2: 0.233 loss_bbox_2: 0.1614 loss_giou_2: 0.3252 loss_ce_3: 0.2003 loss_bbox_3: 0.1553 loss_giou_3: 0.3119 loss_ce_4: 0.1895 loss_bbox_4: 0.1517 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:36] d2.utils.events INFO: eta: 4:22:47 iter: 393899 total_loss: 4.839 loss_ce: 0.203 loss_bbox: 0.1481 loss_giou: 0.2992 loss_ce_0: 0.434 loss_bbox_0: 0.2652 loss_giou_0: 0.4692 loss_ce_1: 0.323 loss_bbox_1: 0.18 loss_giou_1: 0.3381 loss_ce_2: 0.2604 loss_bbox_2: 0.1653 loss_giou_2: 0.3165 loss_ce_3: 0.2365 loss_bbox_3: 0.1592 loss_giou_3: 0.3103 loss_ce_4: 0.2186 loss_bbox_4: 0.1547 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:41] d2.utils.events INFO: eta: 4:22:36 iter: 393919 total_loss: 4.947 loss_ce: 0.2006 loss_bbox: 0.1538 loss_giou: 0.3142 loss_ce_0: 0.4276 loss_bbox_0: 0.2477 loss_giou_0: 0.4759 loss_ce_1: 0.3075 loss_bbox_1: 0.1747 loss_giou_1: 0.3632 loss_ce_2: 0.2606 loss_bbox_2: 0.1624 loss_giou_2: 0.3419 loss_ce_3: 0.2233 loss_bbox_3: 0.1604 loss_giou_3: 0.33 loss_ce_4: 0.2068 loss_bbox_4: 0.1585 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:47] d2.utils.events INFO: eta: 4:22:34 iter: 393939 total_loss: 4.818 loss_ce: 0.2316 loss_bbox: 0.163 loss_giou: 0.2963 loss_ce_0: 0.4273 loss_bbox_0: 0.2835 loss_giou_0: 0.456 loss_ce_1: 0.3192 loss_bbox_1: 0.1877 loss_giou_1: 0.338 loss_ce_2: 0.2684 loss_bbox_2: 0.1723 loss_giou_2: 0.3127 loss_ce_3: 0.2434 loss_bbox_3: 0.1667 loss_giou_3: 0.2976 loss_ce_4: 0.2297 loss_bbox_4: 0.1642 loss_giou_4: 0.297 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:53] d2.utils.events INFO: eta: 4:22:26 iter: 393959 total_loss: 4.811 loss_ce: 0.2113 loss_bbox: 0.159 loss_giou: 0.2981 loss_ce_0: 0.4382 loss_bbox_0: 0.2738 loss_giou_0: 0.4655 loss_ce_1: 0.3299 loss_bbox_1: 0.1911 loss_giou_1: 0.3455 loss_ce_2: 0.2754 loss_bbox_2: 0.1721 loss_giou_2: 0.314 loss_ce_3: 0.2316 loss_bbox_3: 0.1632 loss_giou_3: 0.3088 loss_ce_4: 0.2134 loss_bbox_4: 0.1613 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 21:22:58] d2.utils.events INFO: eta: 4:22:23 iter: 393979 total_loss: 4.77 loss_ce: 0.21 loss_bbox: 0.1566 loss_giou: 0.2898 loss_ce_0: 0.4159 loss_bbox_0: 0.2666 loss_giou_0: 0.4663 loss_ce_1: 0.3066 loss_bbox_1: 0.1819 loss_giou_1: 0.3386 loss_ce_2: 0.2524 loss_bbox_2: 0.1718 loss_giou_2: 0.3076 loss_ce_3: 0.2175 loss_bbox_3: 0.1675 loss_giou_3: 0.3017 loss_ce_4: 0.2117 loss_bbox_4: 0.1602 loss_giou_4: 0.2933 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:04] d2.utils.events INFO: eta: 4:22:12 iter: 393999 total_loss: 4.755 loss_ce: 0.1915 loss_bbox: 0.1497 loss_giou: 0.3077 loss_ce_0: 0.4178 loss_bbox_0: 0.2543 loss_giou_0: 0.465 loss_ce_1: 0.3081 loss_bbox_1: 0.1791 loss_giou_1: 0.3519 loss_ce_2: 0.2443 loss_bbox_2: 0.1574 loss_giou_2: 0.3218 loss_ce_3: 0.2188 loss_bbox_3: 0.1534 loss_giou_3: 0.317 loss_ce_4: 0.1947 loss_bbox_4: 0.1513 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:09] d2.utils.events INFO: eta: 4:22:08 iter: 394019 total_loss: 4.814 loss_ce: 0.2016 loss_bbox: 0.163 loss_giou: 0.2909 loss_ce_0: 0.4442 loss_bbox_0: 0.273 loss_giou_0: 0.4751 loss_ce_1: 0.3216 loss_bbox_1: 0.1905 loss_giou_1: 0.3398 loss_ce_2: 0.2575 loss_bbox_2: 0.1697 loss_giou_2: 0.3051 loss_ce_3: 0.2175 loss_bbox_3: 0.1681 loss_giou_3: 0.2971 loss_ce_4: 0.2061 loss_bbox_4: 0.1649 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:15] d2.utils.events INFO: eta: 4:22:01 iter: 394039 total_loss: 5.005 loss_ce: 0.2189 loss_bbox: 0.1591 loss_giou: 0.3127 loss_ce_0: 0.4507 loss_bbox_0: 0.2783 loss_giou_0: 0.4984 loss_ce_1: 0.3305 loss_bbox_1: 0.1937 loss_giou_1: 0.3582 loss_ce_2: 0.2711 loss_bbox_2: 0.1822 loss_giou_2: 0.339 loss_ce_3: 0.2321 loss_bbox_3: 0.1699 loss_giou_3: 0.3243 loss_ce_4: 0.2204 loss_bbox_4: 0.1676 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:21] d2.utils.events INFO: eta: 4:21:53 iter: 394059 total_loss: 4.7 loss_ce: 0.1935 loss_bbox: 0.1504 loss_giou: 0.2829 loss_ce_0: 0.4243 loss_bbox_0: 0.2608 loss_giou_0: 0.4413 loss_ce_1: 0.312 loss_bbox_1: 0.1897 loss_giou_1: 0.3244 loss_ce_2: 0.2502 loss_bbox_2: 0.1639 loss_giou_2: 0.2994 loss_ce_3: 0.2126 loss_bbox_3: 0.1565 loss_giou_3: 0.2882 loss_ce_4: 0.1948 loss_bbox_4: 0.1531 loss_giou_4: 0.2861 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:26] d2.utils.events INFO: eta: 4:21:47 iter: 394079 total_loss: 4.75 loss_ce: 0.1941 loss_bbox: 0.1634 loss_giou: 0.2919 loss_ce_0: 0.4091 loss_bbox_0: 0.2636 loss_giou_0: 0.4493 loss_ce_1: 0.305 loss_bbox_1: 0.187 loss_giou_1: 0.3286 loss_ce_2: 0.2482 loss_bbox_2: 0.1708 loss_giou_2: 0.3065 loss_ce_3: 0.2139 loss_bbox_3: 0.1662 loss_giou_3: 0.3019 loss_ce_4: 0.1971 loss_bbox_4: 0.1642 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:32] d2.utils.events INFO: eta: 4:21:41 iter: 394099 total_loss: 4.844 loss_ce: 0.1927 loss_bbox: 0.1676 loss_giou: 0.3037 loss_ce_0: 0.4326 loss_bbox_0: 0.28 loss_giou_0: 0.4624 loss_ce_1: 0.3236 loss_bbox_1: 0.1926 loss_giou_1: 0.3555 loss_ce_2: 0.2539 loss_bbox_2: 0.1715 loss_giou_2: 0.3267 loss_ce_3: 0.2116 loss_bbox_3: 0.1662 loss_giou_3: 0.3157 loss_ce_4: 0.1917 loss_bbox_4: 0.1678 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:38] d2.utils.events INFO: eta: 4:21:37 iter: 394119 total_loss: 4.692 loss_ce: 0.2137 loss_bbox: 0.1378 loss_giou: 0.2839 loss_ce_0: 0.4186 loss_bbox_0: 0.2572 loss_giou_0: 0.4627 loss_ce_1: 0.3165 loss_bbox_1: 0.1662 loss_giou_1: 0.3348 loss_ce_2: 0.2525 loss_bbox_2: 0.1528 loss_giou_2: 0.3016 loss_ce_3: 0.2267 loss_bbox_3: 0.146 loss_giou_3: 0.2954 loss_ce_4: 0.2121 loss_bbox_4: 0.1401 loss_giou_4: 0.2877 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:43] d2.utils.events INFO: eta: 4:21:34 iter: 394139 total_loss: 4.573 loss_ce: 0.193 loss_bbox: 0.1542 loss_giou: 0.2854 loss_ce_0: 0.414 loss_bbox_0: 0.2556 loss_giou_0: 0.4525 loss_ce_1: 0.3002 loss_bbox_1: 0.1706 loss_giou_1: 0.3169 loss_ce_2: 0.2452 loss_bbox_2: 0.159 loss_giou_2: 0.2947 loss_ce_3: 0.2209 loss_bbox_3: 0.1559 loss_giou_3: 0.2869 loss_ce_4: 0.1937 loss_bbox_4: 0.1539 loss_giou_4: 0.2867 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:49] d2.utils.events INFO: eta: 4:21:28 iter: 394159 total_loss: 4.74 loss_ce: 0.1951 loss_bbox: 0.1573 loss_giou: 0.2965 loss_ce_0: 0.4165 loss_bbox_0: 0.2538 loss_giou_0: 0.442 loss_ce_1: 0.302 loss_bbox_1: 0.1824 loss_giou_1: 0.3309 loss_ce_2: 0.247 loss_bbox_2: 0.1613 loss_giou_2: 0.3076 loss_ce_3: 0.2166 loss_bbox_3: 0.1632 loss_giou_3: 0.3049 loss_ce_4: 0.1981 loss_bbox_4: 0.1611 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 21:23:55] d2.utils.events INFO: eta: 4:21:21 iter: 394179 total_loss: 4.861 loss_ce: 0.2085 loss_bbox: 0.1571 loss_giou: 0.299 loss_ce_0: 0.4161 loss_bbox_0: 0.2642 loss_giou_0: 0.4682 loss_ce_1: 0.3149 loss_bbox_1: 0.1898 loss_giou_1: 0.3434 loss_ce_2: 0.2565 loss_bbox_2: 0.1702 loss_giou_2: 0.3141 loss_ce_3: 0.2228 loss_bbox_3: 0.1616 loss_giou_3: 0.3083 loss_ce_4: 0.2094 loss_bbox_4: 0.1589 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:00] d2.utils.events INFO: eta: 4:21:16 iter: 394199 total_loss: 4.796 loss_ce: 0.21 loss_bbox: 0.1739 loss_giou: 0.2864 loss_ce_0: 0.4532 loss_bbox_0: 0.2734 loss_giou_0: 0.4534 loss_ce_1: 0.3258 loss_bbox_1: 0.1997 loss_giou_1: 0.3305 loss_ce_2: 0.2585 loss_bbox_2: 0.1906 loss_giou_2: 0.3087 loss_ce_3: 0.2212 loss_bbox_3: 0.1826 loss_giou_3: 0.2978 loss_ce_4: 0.2107 loss_bbox_4: 0.1767 loss_giou_4: 0.2901 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:06] d2.utils.events INFO: eta: 4:21:12 iter: 394219 total_loss: 4.673 loss_ce: 0.2 loss_bbox: 0.1509 loss_giou: 0.2898 loss_ce_0: 0.4204 loss_bbox_0: 0.2642 loss_giou_0: 0.4759 loss_ce_1: 0.3102 loss_bbox_1: 0.1825 loss_giou_1: 0.3449 loss_ce_2: 0.2488 loss_bbox_2: 0.165 loss_giou_2: 0.3192 loss_ce_3: 0.2129 loss_bbox_3: 0.1581 loss_giou_3: 0.3092 loss_ce_4: 0.2079 loss_bbox_4: 0.152 loss_giou_4: 0.2942 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:12] d2.utils.events INFO: eta: 4:21:07 iter: 394239 total_loss: 4.828 loss_ce: 0.1927 loss_bbox: 0.1674 loss_giou: 0.3024 loss_ce_0: 0.4337 loss_bbox_0: 0.2792 loss_giou_0: 0.4658 loss_ce_1: 0.3148 loss_bbox_1: 0.2021 loss_giou_1: 0.3435 loss_ce_2: 0.2588 loss_bbox_2: 0.1818 loss_giou_2: 0.3222 loss_ce_3: 0.2304 loss_bbox_3: 0.1751 loss_giou_3: 0.3117 loss_ce_4: 0.2063 loss_bbox_4: 0.1735 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:17] d2.utils.events INFO: eta: 4:21:03 iter: 394259 total_loss: 4.885 loss_ce: 0.2136 loss_bbox: 0.1528 loss_giou: 0.2928 loss_ce_0: 0.4257 loss_bbox_0: 0.2772 loss_giou_0: 0.462 loss_ce_1: 0.3189 loss_bbox_1: 0.1906 loss_giou_1: 0.3505 loss_ce_2: 0.2542 loss_bbox_2: 0.1723 loss_giou_2: 0.3185 loss_ce_3: 0.2255 loss_bbox_3: 0.163 loss_giou_3: 0.3037 loss_ce_4: 0.218 loss_bbox_4: 0.1606 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:23] d2.utils.events INFO: eta: 4:20:55 iter: 394279 total_loss: 4.446 loss_ce: 0.2044 loss_bbox: 0.1604 loss_giou: 0.2832 loss_ce_0: 0.3933 loss_bbox_0: 0.254 loss_giou_0: 0.4445 loss_ce_1: 0.2982 loss_bbox_1: 0.1835 loss_giou_1: 0.3275 loss_ce_2: 0.2401 loss_bbox_2: 0.1713 loss_giou_2: 0.3055 loss_ce_3: 0.2086 loss_bbox_3: 0.1649 loss_giou_3: 0.293 loss_ce_4: 0.2059 loss_bbox_4: 0.1617 loss_giou_4: 0.288 time: 0.2800 data_time: 0.0333 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:29] d2.utils.events INFO: eta: 4:20:53 iter: 394299 total_loss: 4.468 loss_ce: 0.1849 loss_bbox: 0.1514 loss_giou: 0.2894 loss_ce_0: 0.4195 loss_bbox_0: 0.2599 loss_giou_0: 0.4537 loss_ce_1: 0.3129 loss_bbox_1: 0.1825 loss_giou_1: 0.3444 loss_ce_2: 0.2452 loss_bbox_2: 0.1602 loss_giou_2: 0.3082 loss_ce_3: 0.2035 loss_bbox_3: 0.1547 loss_giou_3: 0.2957 loss_ce_4: 0.1912 loss_bbox_4: 0.1536 loss_giou_4: 0.2919 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:35] d2.utils.events INFO: eta: 4:20:44 iter: 394319 total_loss: 4.655 loss_ce: 0.2075 loss_bbox: 0.1549 loss_giou: 0.2927 loss_ce_0: 0.416 loss_bbox_0: 0.2643 loss_giou_0: 0.4472 loss_ce_1: 0.3236 loss_bbox_1: 0.1798 loss_giou_1: 0.3269 loss_ce_2: 0.2596 loss_bbox_2: 0.1642 loss_giou_2: 0.305 loss_ce_3: 0.2296 loss_bbox_3: 0.1562 loss_giou_3: 0.2963 loss_ce_4: 0.2123 loss_bbox_4: 0.153 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:40] d2.utils.events INFO: eta: 4:20:39 iter: 394339 total_loss: 4.975 loss_ce: 0.2094 loss_bbox: 0.1564 loss_giou: 0.3135 loss_ce_0: 0.4249 loss_bbox_0: 0.2637 loss_giou_0: 0.4838 loss_ce_1: 0.3323 loss_bbox_1: 0.1798 loss_giou_1: 0.3574 loss_ce_2: 0.2642 loss_bbox_2: 0.1653 loss_giou_2: 0.3265 loss_ce_3: 0.23 loss_bbox_3: 0.1628 loss_giou_3: 0.319 loss_ce_4: 0.2155 loss_bbox_4: 0.1601 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:46] d2.utils.events INFO: eta: 4:20:35 iter: 394359 total_loss: 4.78 loss_ce: 0.2039 loss_bbox: 0.1613 loss_giou: 0.3072 loss_ce_0: 0.4326 loss_bbox_0: 0.2687 loss_giou_0: 0.4664 loss_ce_1: 0.3242 loss_bbox_1: 0.1819 loss_giou_1: 0.3464 loss_ce_2: 0.2582 loss_bbox_2: 0.1726 loss_giou_2: 0.3209 loss_ce_3: 0.2226 loss_bbox_3: 0.1678 loss_giou_3: 0.3189 loss_ce_4: 0.21 loss_bbox_4: 0.1636 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:52] d2.utils.events INFO: eta: 4:20:27 iter: 394379 total_loss: 4.881 loss_ce: 0.2021 loss_bbox: 0.1605 loss_giou: 0.3027 loss_ce_0: 0.4355 loss_bbox_0: 0.2779 loss_giou_0: 0.4675 loss_ce_1: 0.3292 loss_bbox_1: 0.1899 loss_giou_1: 0.3401 loss_ce_2: 0.2618 loss_bbox_2: 0.173 loss_giou_2: 0.3236 loss_ce_3: 0.2243 loss_bbox_3: 0.1627 loss_giou_3: 0.3121 loss_ce_4: 0.2026 loss_bbox_4: 0.1621 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 21:24:57] d2.utils.events INFO: eta: 4:20:25 iter: 394399 total_loss: 4.794 loss_ce: 0.2164 loss_bbox: 0.1587 loss_giou: 0.2924 loss_ce_0: 0.4376 loss_bbox_0: 0.2685 loss_giou_0: 0.4811 loss_ce_1: 0.3152 loss_bbox_1: 0.1853 loss_giou_1: 0.3455 loss_ce_2: 0.2578 loss_bbox_2: 0.17 loss_giou_2: 0.3214 loss_ce_3: 0.2274 loss_bbox_3: 0.1627 loss_giou_3: 0.3018 loss_ce_4: 0.2152 loss_bbox_4: 0.1612 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:03] d2.utils.events INFO: eta: 4:20:24 iter: 394419 total_loss: 4.661 loss_ce: 0.2172 loss_bbox: 0.1482 loss_giou: 0.2799 loss_ce_0: 0.4364 loss_bbox_0: 0.2762 loss_giou_0: 0.4363 loss_ce_1: 0.3255 loss_bbox_1: 0.1822 loss_giou_1: 0.3256 loss_ce_2: 0.2699 loss_bbox_2: 0.1661 loss_giou_2: 0.2927 loss_ce_3: 0.2276 loss_bbox_3: 0.1526 loss_giou_3: 0.2894 loss_ce_4: 0.2255 loss_bbox_4: 0.1523 loss_giou_4: 0.2847 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:09] d2.utils.events INFO: eta: 4:20:19 iter: 394439 total_loss: 4.926 loss_ce: 0.202 loss_bbox: 0.1545 loss_giou: 0.3143 loss_ce_0: 0.4383 loss_bbox_0: 0.2624 loss_giou_0: 0.4847 loss_ce_1: 0.3158 loss_bbox_1: 0.1846 loss_giou_1: 0.369 loss_ce_2: 0.2581 loss_bbox_2: 0.1692 loss_giou_2: 0.3376 loss_ce_3: 0.2245 loss_bbox_3: 0.1618 loss_giou_3: 0.3265 loss_ce_4: 0.2113 loss_bbox_4: 0.158 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:14] d2.utils.events INFO: eta: 4:20:18 iter: 394459 total_loss: 4.781 loss_ce: 0.2025 loss_bbox: 0.1505 loss_giou: 0.3147 loss_ce_0: 0.4268 loss_bbox_0: 0.2443 loss_giou_0: 0.4705 loss_ce_1: 0.3121 loss_bbox_1: 0.1749 loss_giou_1: 0.3459 loss_ce_2: 0.2452 loss_bbox_2: 0.1598 loss_giou_2: 0.3334 loss_ce_3: 0.212 loss_bbox_3: 0.1548 loss_giou_3: 0.3225 loss_ce_4: 0.2043 loss_bbox_4: 0.1519 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:20] d2.utils.events INFO: eta: 4:20:12 iter: 394479 total_loss: 4.947 loss_ce: 0.2153 loss_bbox: 0.1462 loss_giou: 0.328 loss_ce_0: 0.4365 loss_bbox_0: 0.2522 loss_giou_0: 0.497 loss_ce_1: 0.3202 loss_bbox_1: 0.1783 loss_giou_1: 0.3725 loss_ce_2: 0.2654 loss_bbox_2: 0.1626 loss_giou_2: 0.3527 loss_ce_3: 0.2328 loss_bbox_3: 0.1547 loss_giou_3: 0.334 loss_ce_4: 0.2202 loss_bbox_4: 0.1495 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:26] d2.utils.events INFO: eta: 4:20:07 iter: 394499 total_loss: 4.965 loss_ce: 0.2142 loss_bbox: 0.1446 loss_giou: 0.2985 loss_ce_0: 0.4296 loss_bbox_0: 0.2494 loss_giou_0: 0.4727 loss_ce_1: 0.3195 loss_bbox_1: 0.1715 loss_giou_1: 0.3397 loss_ce_2: 0.2686 loss_bbox_2: 0.1556 loss_giou_2: 0.3156 loss_ce_3: 0.2318 loss_bbox_3: 0.15 loss_giou_3: 0.3135 loss_ce_4: 0.2151 loss_bbox_4: 0.1465 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:31] d2.utils.events INFO: eta: 4:20:02 iter: 394519 total_loss: 4.984 loss_ce: 0.2236 loss_bbox: 0.1716 loss_giou: 0.3082 loss_ce_0: 0.4461 loss_bbox_0: 0.2792 loss_giou_0: 0.4732 loss_ce_1: 0.329 loss_bbox_1: 0.1993 loss_giou_1: 0.3565 loss_ce_2: 0.2677 loss_bbox_2: 0.1853 loss_giou_2: 0.3266 loss_ce_3: 0.2357 loss_bbox_3: 0.1812 loss_giou_3: 0.3192 loss_ce_4: 0.2272 loss_bbox_4: 0.1767 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:37] d2.utils.events INFO: eta: 4:19:58 iter: 394539 total_loss: 4.866 loss_ce: 0.2138 loss_bbox: 0.1684 loss_giou: 0.3063 loss_ce_0: 0.4345 loss_bbox_0: 0.2859 loss_giou_0: 0.4812 loss_ce_1: 0.3381 loss_bbox_1: 0.1917 loss_giou_1: 0.3508 loss_ce_2: 0.2723 loss_bbox_2: 0.1839 loss_giou_2: 0.3307 loss_ce_3: 0.2353 loss_bbox_3: 0.178 loss_giou_3: 0.3141 loss_ce_4: 0.2252 loss_bbox_4: 0.1744 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0205 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:43] d2.utils.events INFO: eta: 4:19:56 iter: 394559 total_loss: 4.436 loss_ce: 0.19 loss_bbox: 0.1415 loss_giou: 0.2879 loss_ce_0: 0.4078 loss_bbox_0: 0.2474 loss_giou_0: 0.4484 loss_ce_1: 0.2969 loss_bbox_1: 0.1691 loss_giou_1: 0.33 loss_ce_2: 0.2462 loss_bbox_2: 0.1573 loss_giou_2: 0.305 loss_ce_3: 0.22 loss_bbox_3: 0.1503 loss_giou_3: 0.2988 loss_ce_4: 0.1955 loss_bbox_4: 0.1429 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:49] d2.utils.events INFO: eta: 4:19:50 iter: 394579 total_loss: 4.67 loss_ce: 0.206 loss_bbox: 0.1531 loss_giou: 0.2914 loss_ce_0: 0.4353 loss_bbox_0: 0.2713 loss_giou_0: 0.4522 loss_ce_1: 0.2967 loss_bbox_1: 0.1731 loss_giou_1: 0.3288 loss_ce_2: 0.25 loss_bbox_2: 0.1616 loss_giou_2: 0.3103 loss_ce_3: 0.2097 loss_bbox_3: 0.164 loss_giou_3: 0.302 loss_ce_4: 0.2057 loss_bbox_4: 0.1526 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 21:25:54] d2.utils.events INFO: eta: 4:19:45 iter: 394599 total_loss: 4.635 loss_ce: 0.2014 loss_bbox: 0.1568 loss_giou: 0.2856 loss_ce_0: 0.429 loss_bbox_0: 0.2671 loss_giou_0: 0.4456 loss_ce_1: 0.3301 loss_bbox_1: 0.1852 loss_giou_1: 0.3296 loss_ce_2: 0.2545 loss_bbox_2: 0.1625 loss_giou_2: 0.3017 loss_ce_3: 0.2158 loss_bbox_3: 0.1603 loss_giou_3: 0.2944 loss_ce_4: 0.204 loss_bbox_4: 0.1555 loss_giou_4: 0.2866 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:00] d2.utils.events INFO: eta: 4:19:41 iter: 394619 total_loss: 4.966 loss_ce: 0.2103 loss_bbox: 0.1583 loss_giou: 0.2982 loss_ce_0: 0.4288 loss_bbox_0: 0.2621 loss_giou_0: 0.4613 loss_ce_1: 0.3112 loss_bbox_1: 0.1878 loss_giou_1: 0.35 loss_ce_2: 0.2559 loss_bbox_2: 0.1675 loss_giou_2: 0.3277 loss_ce_3: 0.2151 loss_bbox_3: 0.1657 loss_giou_3: 0.3192 loss_ce_4: 0.2137 loss_bbox_4: 0.1618 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:06] d2.utils.events INFO: eta: 4:19:37 iter: 394639 total_loss: 4.757 loss_ce: 0.2117 loss_bbox: 0.1545 loss_giou: 0.3013 loss_ce_0: 0.4297 loss_bbox_0: 0.2524 loss_giou_0: 0.4681 loss_ce_1: 0.3116 loss_bbox_1: 0.1796 loss_giou_1: 0.3377 loss_ce_2: 0.2571 loss_bbox_2: 0.1633 loss_giou_2: 0.3185 loss_ce_3: 0.2218 loss_bbox_3: 0.1633 loss_giou_3: 0.3021 loss_ce_4: 0.2129 loss_bbox_4: 0.1572 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:12] d2.utils.events INFO: eta: 4:19:32 iter: 394659 total_loss: 4.889 loss_ce: 0.2063 loss_bbox: 0.1411 loss_giou: 0.3108 loss_ce_0: 0.4312 loss_bbox_0: 0.2486 loss_giou_0: 0.4954 loss_ce_1: 0.317 loss_bbox_1: 0.1684 loss_giou_1: 0.358 loss_ce_2: 0.2632 loss_bbox_2: 0.1568 loss_giou_2: 0.3317 loss_ce_3: 0.2318 loss_bbox_3: 0.1489 loss_giou_3: 0.3266 loss_ce_4: 0.2075 loss_bbox_4: 0.1445 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:17] d2.utils.events INFO: eta: 4:19:25 iter: 394679 total_loss: 4.705 loss_ce: 0.197 loss_bbox: 0.1558 loss_giou: 0.2862 loss_ce_0: 0.4131 loss_bbox_0: 0.2663 loss_giou_0: 0.4369 loss_ce_1: 0.2994 loss_bbox_1: 0.1871 loss_giou_1: 0.3212 loss_ce_2: 0.2445 loss_bbox_2: 0.1654 loss_giou_2: 0.2974 loss_ce_3: 0.2117 loss_bbox_3: 0.1594 loss_giou_3: 0.2885 loss_ce_4: 0.2012 loss_bbox_4: 0.1551 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:23] d2.utils.events INFO: eta: 4:19:20 iter: 394699 total_loss: 4.706 loss_ce: 0.1973 loss_bbox: 0.1553 loss_giou: 0.295 loss_ce_0: 0.4244 loss_bbox_0: 0.2709 loss_giou_0: 0.4535 loss_ce_1: 0.303 loss_bbox_1: 0.1876 loss_giou_1: 0.3302 loss_ce_2: 0.2473 loss_bbox_2: 0.1757 loss_giou_2: 0.3138 loss_ce_3: 0.2087 loss_bbox_3: 0.1665 loss_giou_3: 0.3115 loss_ce_4: 0.2021 loss_bbox_4: 0.1597 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:28] d2.utils.events INFO: eta: 4:19:12 iter: 394719 total_loss: 4.593 loss_ce: 0.1876 loss_bbox: 0.1462 loss_giou: 0.281 loss_ce_0: 0.4399 loss_bbox_0: 0.2491 loss_giou_0: 0.4452 loss_ce_1: 0.3059 loss_bbox_1: 0.1707 loss_giou_1: 0.3185 loss_ce_2: 0.239 loss_bbox_2: 0.1562 loss_giou_2: 0.3002 loss_ce_3: 0.2043 loss_bbox_3: 0.1499 loss_giou_3: 0.2923 loss_ce_4: 0.1958 loss_bbox_4: 0.1496 loss_giou_4: 0.2895 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:34] d2.utils.events INFO: eta: 4:19:05 iter: 394739 total_loss: 4.997 loss_ce: 0.2123 loss_bbox: 0.1544 loss_giou: 0.3155 loss_ce_0: 0.4256 loss_bbox_0: 0.2696 loss_giou_0: 0.4706 loss_ce_1: 0.3248 loss_bbox_1: 0.189 loss_giou_1: 0.3513 loss_ce_2: 0.2653 loss_bbox_2: 0.167 loss_giou_2: 0.3308 loss_ce_3: 0.2251 loss_bbox_3: 0.1624 loss_giou_3: 0.319 loss_ce_4: 0.2173 loss_bbox_4: 0.1565 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:40] d2.utils.events INFO: eta: 4:19:02 iter: 394759 total_loss: 5.047 loss_ce: 0.2217 loss_bbox: 0.1561 loss_giou: 0.3208 loss_ce_0: 0.4466 loss_bbox_0: 0.2754 loss_giou_0: 0.4872 loss_ce_1: 0.3217 loss_bbox_1: 0.1882 loss_giou_1: 0.3572 loss_ce_2: 0.2607 loss_bbox_2: 0.1674 loss_giou_2: 0.3377 loss_ce_3: 0.2314 loss_bbox_3: 0.16 loss_giou_3: 0.3318 loss_ce_4: 0.215 loss_bbox_4: 0.1564 loss_giou_4: 0.3211 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:45] d2.utils.events INFO: eta: 4:18:57 iter: 394779 total_loss: 4.66 loss_ce: 0.2009 loss_bbox: 0.1449 loss_giou: 0.2864 loss_ce_0: 0.4233 loss_bbox_0: 0.2502 loss_giou_0: 0.459 loss_ce_1: 0.3114 loss_bbox_1: 0.1685 loss_giou_1: 0.3299 loss_ce_2: 0.2493 loss_bbox_2: 0.1539 loss_giou_2: 0.3119 loss_ce_3: 0.2156 loss_bbox_3: 0.1499 loss_giou_3: 0.2987 loss_ce_4: 0.2108 loss_bbox_4: 0.147 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:51] d2.utils.events INFO: eta: 4:18:51 iter: 394799 total_loss: 4.782 loss_ce: 0.2017 loss_bbox: 0.1604 loss_giou: 0.3063 loss_ce_0: 0.4163 loss_bbox_0: 0.2648 loss_giou_0: 0.4511 loss_ce_1: 0.3233 loss_bbox_1: 0.1822 loss_giou_1: 0.3414 loss_ce_2: 0.2646 loss_bbox_2: 0.1721 loss_giou_2: 0.3137 loss_ce_3: 0.219 loss_bbox_3: 0.1728 loss_giou_3: 0.3116 loss_ce_4: 0.2014 loss_bbox_4: 0.1692 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 21:26:57] d2.utils.events INFO: eta: 4:18:45 iter: 394819 total_loss: 4.899 loss_ce: 0.203 loss_bbox: 0.1621 loss_giou: 0.3055 loss_ce_0: 0.4372 loss_bbox_0: 0.2628 loss_giou_0: 0.4608 loss_ce_1: 0.317 loss_bbox_1: 0.1968 loss_giou_1: 0.3541 loss_ce_2: 0.2594 loss_bbox_2: 0.1704 loss_giou_2: 0.3249 loss_ce_3: 0.2291 loss_bbox_3: 0.1677 loss_giou_3: 0.3198 loss_ce_4: 0.2121 loss_bbox_4: 0.1636 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:02] d2.utils.events INFO: eta: 4:18:32 iter: 394839 total_loss: 4.638 loss_ce: 0.1979 loss_bbox: 0.1452 loss_giou: 0.2831 loss_ce_0: 0.433 loss_bbox_0: 0.2491 loss_giou_0: 0.4372 loss_ce_1: 0.3017 loss_bbox_1: 0.177 loss_giou_1: 0.326 loss_ce_2: 0.2431 loss_bbox_2: 0.1624 loss_giou_2: 0.2954 loss_ce_3: 0.2116 loss_bbox_3: 0.1542 loss_giou_3: 0.2941 loss_ce_4: 0.2091 loss_bbox_4: 0.1518 loss_giou_4: 0.2867 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:08] d2.utils.events INFO: eta: 4:18:29 iter: 394859 total_loss: 5.271 loss_ce: 0.2322 loss_bbox: 0.1648 loss_giou: 0.314 loss_ce_0: 0.4421 loss_bbox_0: 0.2893 loss_giou_0: 0.513 loss_ce_1: 0.3445 loss_bbox_1: 0.192 loss_giou_1: 0.3681 loss_ce_2: 0.2833 loss_bbox_2: 0.1761 loss_giou_2: 0.338 loss_ce_3: 0.2501 loss_bbox_3: 0.1705 loss_giou_3: 0.3286 loss_ce_4: 0.2398 loss_bbox_4: 0.1692 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:14] d2.utils.events INFO: eta: 4:18:20 iter: 394879 total_loss: 4.821 loss_ce: 0.2066 loss_bbox: 0.1568 loss_giou: 0.302 loss_ce_0: 0.4314 loss_bbox_0: 0.2752 loss_giou_0: 0.4668 loss_ce_1: 0.3258 loss_bbox_1: 0.189 loss_giou_1: 0.3539 loss_ce_2: 0.2592 loss_bbox_2: 0.168 loss_giou_2: 0.3259 loss_ce_3: 0.2288 loss_bbox_3: 0.1632 loss_giou_3: 0.3124 loss_ce_4: 0.208 loss_bbox_4: 0.1612 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:20] d2.utils.events INFO: eta: 4:18:14 iter: 394899 total_loss: 4.654 loss_ce: 0.206 loss_bbox: 0.1595 loss_giou: 0.2933 loss_ce_0: 0.4208 loss_bbox_0: 0.2639 loss_giou_0: 0.4476 loss_ce_1: 0.3096 loss_bbox_1: 0.1871 loss_giou_1: 0.3343 loss_ce_2: 0.2545 loss_bbox_2: 0.1662 loss_giou_2: 0.3121 loss_ce_3: 0.2228 loss_bbox_3: 0.1606 loss_giou_3: 0.3038 loss_ce_4: 0.2115 loss_bbox_4: 0.1584 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:25] d2.utils.events INFO: eta: 4:18:04 iter: 394919 total_loss: 4.686 loss_ce: 0.2068 loss_bbox: 0.1427 loss_giou: 0.2814 loss_ce_0: 0.4241 loss_bbox_0: 0.2535 loss_giou_0: 0.4739 loss_ce_1: 0.3088 loss_bbox_1: 0.1689 loss_giou_1: 0.3299 loss_ce_2: 0.243 loss_bbox_2: 0.1559 loss_giou_2: 0.295 loss_ce_3: 0.212 loss_bbox_3: 0.1496 loss_giou_3: 0.2861 loss_ce_4: 0.2025 loss_bbox_4: 0.1458 loss_giou_4: 0.2845 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:31] d2.utils.events INFO: eta: 4:17:56 iter: 394939 total_loss: 4.863 loss_ce: 0.1959 loss_bbox: 0.1603 loss_giou: 0.3073 loss_ce_0: 0.4279 loss_bbox_0: 0.2679 loss_giou_0: 0.4771 loss_ce_1: 0.3154 loss_bbox_1: 0.1913 loss_giou_1: 0.3496 loss_ce_2: 0.246 loss_bbox_2: 0.1782 loss_giou_2: 0.3306 loss_ce_3: 0.2167 loss_bbox_3: 0.1702 loss_giou_3: 0.3175 loss_ce_4: 0.2024 loss_bbox_4: 0.162 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:36] d2.utils.events INFO: eta: 4:17:53 iter: 394959 total_loss: 4.854 loss_ce: 0.2177 loss_bbox: 0.147 loss_giou: 0.3097 loss_ce_0: 0.4389 loss_bbox_0: 0.2656 loss_giou_0: 0.488 loss_ce_1: 0.3375 loss_bbox_1: 0.1763 loss_giou_1: 0.3553 loss_ce_2: 0.2621 loss_bbox_2: 0.1588 loss_giou_2: 0.3278 loss_ce_3: 0.2326 loss_bbox_3: 0.1545 loss_giou_3: 0.3203 loss_ce_4: 0.2182 loss_bbox_4: 0.1498 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:42] d2.utils.events INFO: eta: 4:17:49 iter: 394979 total_loss: 4.74 loss_ce: 0.1983 loss_bbox: 0.1574 loss_giou: 0.3097 loss_ce_0: 0.4249 loss_bbox_0: 0.2634 loss_giou_0: 0.4662 loss_ce_1: 0.3186 loss_bbox_1: 0.1806 loss_giou_1: 0.3491 loss_ce_2: 0.2506 loss_bbox_2: 0.1709 loss_giou_2: 0.3355 loss_ce_3: 0.2187 loss_bbox_3: 0.1634 loss_giou_3: 0.3255 loss_ce_4: 0.2022 loss_bbox_4: 0.1603 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:48] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0394999.pth [11/03 21:27:50] d2.utils.events INFO: eta: 4:17:54 iter: 394999 total_loss: 4.791 loss_ce: 0.2189 loss_bbox: 0.1459 loss_giou: 0.3081 loss_ce_0: 0.4444 loss_bbox_0: 0.2564 loss_giou_0: 0.4909 loss_ce_1: 0.3214 loss_bbox_1: 0.1769 loss_giou_1: 0.3483 loss_ce_2: 0.2685 loss_bbox_2: 0.1586 loss_giou_2: 0.3215 loss_ce_3: 0.236 loss_bbox_3: 0.1543 loss_giou_3: 0.3165 loss_ce_4: 0.229 loss_bbox_4: 0.1488 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 21:27:55] d2.utils.events INFO: eta: 4:17:49 iter: 395019 total_loss: 4.983 loss_ce: 0.2278 loss_bbox: 0.1547 loss_giou: 0.2956 loss_ce_0: 0.4387 loss_bbox_0: 0.2748 loss_giou_0: 0.4972 loss_ce_1: 0.3384 loss_bbox_1: 0.1918 loss_giou_1: 0.3545 loss_ce_2: 0.2757 loss_bbox_2: 0.1742 loss_giou_2: 0.3258 loss_ce_3: 0.2469 loss_bbox_3: 0.1607 loss_giou_3: 0.314 loss_ce_4: 0.2323 loss_bbox_4: 0.1589 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:01] d2.utils.events INFO: eta: 4:17:43 iter: 395039 total_loss: 4.799 loss_ce: 0.1808 loss_bbox: 0.1502 loss_giou: 0.3114 loss_ce_0: 0.4155 loss_bbox_0: 0.2504 loss_giou_0: 0.468 loss_ce_1: 0.2915 loss_bbox_1: 0.1807 loss_giou_1: 0.3631 loss_ce_2: 0.2387 loss_bbox_2: 0.1634 loss_giou_2: 0.3289 loss_ce_3: 0.2013 loss_bbox_3: 0.1552 loss_giou_3: 0.3261 loss_ce_4: 0.1892 loss_bbox_4: 0.1498 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:07] d2.utils.events INFO: eta: 4:17:40 iter: 395059 total_loss: 4.759 loss_ce: 0.1871 loss_bbox: 0.1551 loss_giou: 0.2991 loss_ce_0: 0.4094 loss_bbox_0: 0.2525 loss_giou_0: 0.4322 loss_ce_1: 0.3 loss_bbox_1: 0.1826 loss_giou_1: 0.335 loss_ce_2: 0.2396 loss_bbox_2: 0.1641 loss_giou_2: 0.3101 loss_ce_3: 0.2189 loss_bbox_3: 0.1592 loss_giou_3: 0.3106 loss_ce_4: 0.1973 loss_bbox_4: 0.1568 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:12] d2.utils.events INFO: eta: 4:17:43 iter: 395079 total_loss: 4.564 loss_ce: 0.1958 loss_bbox: 0.1549 loss_giou: 0.2955 loss_ce_0: 0.4189 loss_bbox_0: 0.2766 loss_giou_0: 0.4559 loss_ce_1: 0.3054 loss_bbox_1: 0.1816 loss_giou_1: 0.336 loss_ce_2: 0.2477 loss_bbox_2: 0.1586 loss_giou_2: 0.3086 loss_ce_3: 0.2155 loss_bbox_3: 0.1569 loss_giou_3: 0.3023 loss_ce_4: 0.1961 loss_bbox_4: 0.1559 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:18] d2.utils.events INFO: eta: 4:17:38 iter: 395099 total_loss: 4.536 loss_ce: 0.1902 loss_bbox: 0.1605 loss_giou: 0.2916 loss_ce_0: 0.4034 loss_bbox_0: 0.2572 loss_giou_0: 0.436 loss_ce_1: 0.2842 loss_bbox_1: 0.1796 loss_giou_1: 0.3337 loss_ce_2: 0.243 loss_bbox_2: 0.1734 loss_giou_2: 0.3077 loss_ce_3: 0.2073 loss_bbox_3: 0.1649 loss_giou_3: 0.304 loss_ce_4: 0.1934 loss_bbox_4: 0.1655 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:24] d2.utils.events INFO: eta: 4:17:29 iter: 395119 total_loss: 4.926 loss_ce: 0.223 loss_bbox: 0.1587 loss_giou: 0.2975 loss_ce_0: 0.4341 loss_bbox_0: 0.2753 loss_giou_0: 0.4687 loss_ce_1: 0.3257 loss_bbox_1: 0.1877 loss_giou_1: 0.3474 loss_ce_2: 0.2611 loss_bbox_2: 0.1718 loss_giou_2: 0.321 loss_ce_3: 0.2312 loss_bbox_3: 0.1667 loss_giou_3: 0.3036 loss_ce_4: 0.2269 loss_bbox_4: 0.1622 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:29] d2.utils.events INFO: eta: 4:17:21 iter: 395139 total_loss: 4.657 loss_ce: 0.2003 loss_bbox: 0.1451 loss_giou: 0.2847 loss_ce_0: 0.4361 loss_bbox_0: 0.2562 loss_giou_0: 0.4627 loss_ce_1: 0.3183 loss_bbox_1: 0.1764 loss_giou_1: 0.3343 loss_ce_2: 0.2533 loss_bbox_2: 0.1582 loss_giou_2: 0.3033 loss_ce_3: 0.2206 loss_bbox_3: 0.1519 loss_giou_3: 0.2951 loss_ce_4: 0.2069 loss_bbox_4: 0.1484 loss_giou_4: 0.2884 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:35] d2.utils.events INFO: eta: 4:17:12 iter: 395159 total_loss: 4.688 loss_ce: 0.207 loss_bbox: 0.1441 loss_giou: 0.2884 loss_ce_0: 0.4306 loss_bbox_0: 0.2687 loss_giou_0: 0.462 loss_ce_1: 0.3251 loss_bbox_1: 0.1807 loss_giou_1: 0.3389 loss_ce_2: 0.2627 loss_bbox_2: 0.1603 loss_giou_2: 0.3065 loss_ce_3: 0.2159 loss_bbox_3: 0.1515 loss_giou_3: 0.2986 loss_ce_4: 0.2121 loss_bbox_4: 0.1475 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:41] d2.utils.events INFO: eta: 4:17:13 iter: 395179 total_loss: 4.862 loss_ce: 0.2036 loss_bbox: 0.1603 loss_giou: 0.3052 loss_ce_0: 0.4288 loss_bbox_0: 0.2632 loss_giou_0: 0.4713 loss_ce_1: 0.3125 loss_bbox_1: 0.1913 loss_giou_1: 0.3472 loss_ce_2: 0.2473 loss_bbox_2: 0.1664 loss_giou_2: 0.3258 loss_ce_3: 0.2209 loss_bbox_3: 0.1617 loss_giou_3: 0.3135 loss_ce_4: 0.2018 loss_bbox_4: 0.1587 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:47] d2.utils.events INFO: eta: 4:17:01 iter: 395199 total_loss: 4.674 loss_ce: 0.2041 loss_bbox: 0.1643 loss_giou: 0.3002 loss_ce_0: 0.4262 loss_bbox_0: 0.2494 loss_giou_0: 0.4525 loss_ce_1: 0.3075 loss_bbox_1: 0.1874 loss_giou_1: 0.351 loss_ce_2: 0.25 loss_bbox_2: 0.1764 loss_giou_2: 0.3239 loss_ce_3: 0.2203 loss_bbox_3: 0.1707 loss_giou_3: 0.3176 loss_ce_4: 0.1967 loss_bbox_4: 0.1665 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:52] d2.utils.events INFO: eta: 4:16:55 iter: 395219 total_loss: 4.658 loss_ce: 0.1935 loss_bbox: 0.1447 loss_giou: 0.2945 loss_ce_0: 0.4152 loss_bbox_0: 0.271 loss_giou_0: 0.4558 loss_ce_1: 0.3154 loss_bbox_1: 0.1809 loss_giou_1: 0.3368 loss_ce_2: 0.2515 loss_bbox_2: 0.1671 loss_giou_2: 0.3074 loss_ce_3: 0.2118 loss_bbox_3: 0.1542 loss_giou_3: 0.3056 loss_ce_4: 0.1996 loss_bbox_4: 0.1485 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0317 lr: 2.5e-06 max_mem: 5427M [11/03 21:28:58] d2.utils.events INFO: eta: 4:16:49 iter: 395239 total_loss: 5.136 loss_ce: 0.2325 loss_bbox: 0.1648 loss_giou: 0.3133 loss_ce_0: 0.4407 loss_bbox_0: 0.2797 loss_giou_0: 0.4881 loss_ce_1: 0.3435 loss_bbox_1: 0.1976 loss_giou_1: 0.3548 loss_ce_2: 0.2914 loss_bbox_2: 0.1787 loss_giou_2: 0.3331 loss_ce_3: 0.2525 loss_bbox_3: 0.1695 loss_giou_3: 0.3275 loss_ce_4: 0.2433 loss_bbox_4: 0.1646 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0331 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:04] d2.utils.events INFO: eta: 4:16:44 iter: 395259 total_loss: 4.769 loss_ce: 0.2141 loss_bbox: 0.1493 loss_giou: 0.2758 loss_ce_0: 0.4431 loss_bbox_0: 0.2554 loss_giou_0: 0.448 loss_ce_1: 0.3388 loss_bbox_1: 0.1767 loss_giou_1: 0.3188 loss_ce_2: 0.2677 loss_bbox_2: 0.1605 loss_giou_2: 0.3017 loss_ce_3: 0.2325 loss_bbox_3: 0.1601 loss_giou_3: 0.2865 loss_ce_4: 0.2204 loss_bbox_4: 0.1543 loss_giou_4: 0.2781 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:09] d2.utils.events INFO: eta: 4:16:39 iter: 395279 total_loss: 4.767 loss_ce: 0.2006 loss_bbox: 0.1477 loss_giou: 0.297 loss_ce_0: 0.428 loss_bbox_0: 0.2577 loss_giou_0: 0.4586 loss_ce_1: 0.3171 loss_bbox_1: 0.176 loss_giou_1: 0.3413 loss_ce_2: 0.2502 loss_bbox_2: 0.1594 loss_giou_2: 0.3116 loss_ce_3: 0.2191 loss_bbox_3: 0.1541 loss_giou_3: 0.3053 loss_ce_4: 0.208 loss_bbox_4: 0.1504 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:15] d2.utils.events INFO: eta: 4:16:36 iter: 395299 total_loss: 4.93 loss_ce: 0.2022 loss_bbox: 0.1656 loss_giou: 0.3332 loss_ce_0: 0.4313 loss_bbox_0: 0.2657 loss_giou_0: 0.4895 loss_ce_1: 0.319 loss_bbox_1: 0.1867 loss_giou_1: 0.3594 loss_ce_2: 0.2594 loss_bbox_2: 0.1765 loss_giou_2: 0.3432 loss_ce_3: 0.2221 loss_bbox_3: 0.1689 loss_giou_3: 0.3415 loss_ce_4: 0.2034 loss_bbox_4: 0.1666 loss_giou_4: 0.3358 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:21] d2.utils.events INFO: eta: 4:16:39 iter: 395319 total_loss: 4.83 loss_ce: 0.2108 loss_bbox: 0.1487 loss_giou: 0.3094 loss_ce_0: 0.4203 loss_bbox_0: 0.2576 loss_giou_0: 0.4803 loss_ce_1: 0.3215 loss_bbox_1: 0.18 loss_giou_1: 0.3601 loss_ce_2: 0.2521 loss_bbox_2: 0.1615 loss_giou_2: 0.33 loss_ce_3: 0.2275 loss_bbox_3: 0.155 loss_giou_3: 0.3208 loss_ce_4: 0.2157 loss_bbox_4: 0.1516 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:26] d2.utils.events INFO: eta: 4:16:33 iter: 395339 total_loss: 4.444 loss_ce: 0.1987 loss_bbox: 0.1526 loss_giou: 0.2745 loss_ce_0: 0.4159 loss_bbox_0: 0.2589 loss_giou_0: 0.4351 loss_ce_1: 0.308 loss_bbox_1: 0.1744 loss_giou_1: 0.313 loss_ce_2: 0.2471 loss_bbox_2: 0.1617 loss_giou_2: 0.2893 loss_ce_3: 0.2123 loss_bbox_3: 0.1551 loss_giou_3: 0.2779 loss_ce_4: 0.203 loss_bbox_4: 0.1523 loss_giou_4: 0.279 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:32] d2.utils.events INFO: eta: 4:16:22 iter: 395359 total_loss: 4.7 loss_ce: 0.1863 loss_bbox: 0.1511 loss_giou: 0.3021 loss_ce_0: 0.4151 loss_bbox_0: 0.2612 loss_giou_0: 0.475 loss_ce_1: 0.2975 loss_bbox_1: 0.1784 loss_giou_1: 0.3403 loss_ce_2: 0.2344 loss_bbox_2: 0.1629 loss_giou_2: 0.3187 loss_ce_3: 0.2112 loss_bbox_3: 0.1534 loss_giou_3: 0.3093 loss_ce_4: 0.1917 loss_bbox_4: 0.1496 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:38] d2.utils.events INFO: eta: 4:16:16 iter: 395379 total_loss: 4.966 loss_ce: 0.1933 loss_bbox: 0.1625 loss_giou: 0.308 loss_ce_0: 0.4388 loss_bbox_0: 0.2771 loss_giou_0: 0.4701 loss_ce_1: 0.3112 loss_bbox_1: 0.1911 loss_giou_1: 0.3496 loss_ce_2: 0.2579 loss_bbox_2: 0.1839 loss_giou_2: 0.3282 loss_ce_3: 0.2156 loss_bbox_3: 0.1719 loss_giou_3: 0.3179 loss_ce_4: 0.1983 loss_bbox_4: 0.1651 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:43] d2.utils.events INFO: eta: 4:16:04 iter: 395399 total_loss: 4.993 loss_ce: 0.2311 loss_bbox: 0.152 loss_giou: 0.3056 loss_ce_0: 0.4421 loss_bbox_0: 0.2788 loss_giou_0: 0.502 loss_ce_1: 0.3335 loss_bbox_1: 0.1948 loss_giou_1: 0.3444 loss_ce_2: 0.2653 loss_bbox_2: 0.1757 loss_giou_2: 0.3249 loss_ce_3: 0.2396 loss_bbox_3: 0.1661 loss_giou_3: 0.3099 loss_ce_4: 0.2349 loss_bbox_4: 0.1618 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0325 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:49] d2.utils.events INFO: eta: 4:16:04 iter: 395419 total_loss: 4.767 loss_ce: 0.2043 loss_bbox: 0.1713 loss_giou: 0.2965 loss_ce_0: 0.4321 loss_bbox_0: 0.2714 loss_giou_0: 0.448 loss_ce_1: 0.2999 loss_bbox_1: 0.2037 loss_giou_1: 0.3323 loss_ce_2: 0.2521 loss_bbox_2: 0.1857 loss_giou_2: 0.3172 loss_ce_3: 0.2214 loss_bbox_3: 0.1775 loss_giou_3: 0.3027 loss_ce_4: 0.2122 loss_bbox_4: 0.1742 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 21:29:55] d2.utils.events INFO: eta: 4:15:53 iter: 395439 total_loss: 4.909 loss_ce: 0.2022 loss_bbox: 0.1591 loss_giou: 0.2977 loss_ce_0: 0.4329 loss_bbox_0: 0.2649 loss_giou_0: 0.4709 loss_ce_1: 0.3158 loss_bbox_1: 0.1864 loss_giou_1: 0.3468 loss_ce_2: 0.2562 loss_bbox_2: 0.1763 loss_giou_2: 0.3174 loss_ce_3: 0.2219 loss_bbox_3: 0.1696 loss_giou_3: 0.311 loss_ce_4: 0.2092 loss_bbox_4: 0.1613 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:00] d2.utils.events INFO: eta: 4:15:45 iter: 395459 total_loss: 4.534 loss_ce: 0.195 loss_bbox: 0.1501 loss_giou: 0.2814 loss_ce_0: 0.4212 loss_bbox_0: 0.2466 loss_giou_0: 0.4345 loss_ce_1: 0.3094 loss_bbox_1: 0.1801 loss_giou_1: 0.3227 loss_ce_2: 0.2511 loss_bbox_2: 0.1636 loss_giou_2: 0.3019 loss_ce_3: 0.2174 loss_bbox_3: 0.1571 loss_giou_3: 0.2923 loss_ce_4: 0.2003 loss_bbox_4: 0.1541 loss_giou_4: 0.2857 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:06] d2.utils.events INFO: eta: 4:15:38 iter: 395479 total_loss: 4.675 loss_ce: 0.2012 loss_bbox: 0.1573 loss_giou: 0.2976 loss_ce_0: 0.4371 loss_bbox_0: 0.266 loss_giou_0: 0.4608 loss_ce_1: 0.3205 loss_bbox_1: 0.1899 loss_giou_1: 0.3454 loss_ce_2: 0.2647 loss_bbox_2: 0.1645 loss_giou_2: 0.3273 loss_ce_3: 0.225 loss_bbox_3: 0.1604 loss_giou_3: 0.3116 loss_ce_4: 0.2055 loss_bbox_4: 0.162 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:12] d2.utils.events INFO: eta: 4:15:28 iter: 395499 total_loss: 4.817 loss_ce: 0.2127 loss_bbox: 0.1488 loss_giou: 0.3191 loss_ce_0: 0.4225 loss_bbox_0: 0.2583 loss_giou_0: 0.4997 loss_ce_1: 0.3207 loss_bbox_1: 0.1758 loss_giou_1: 0.3743 loss_ce_2: 0.2603 loss_bbox_2: 0.1584 loss_giou_2: 0.3447 loss_ce_3: 0.2311 loss_bbox_3: 0.1551 loss_giou_3: 0.3367 loss_ce_4: 0.2192 loss_bbox_4: 0.1523 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:18] d2.utils.events INFO: eta: 4:15:24 iter: 395519 total_loss: 4.801 loss_ce: 0.205 loss_bbox: 0.1493 loss_giou: 0.3051 loss_ce_0: 0.4378 loss_bbox_0: 0.2657 loss_giou_0: 0.4781 loss_ce_1: 0.321 loss_bbox_1: 0.1836 loss_giou_1: 0.3655 loss_ce_2: 0.2591 loss_bbox_2: 0.1681 loss_giou_2: 0.3292 loss_ce_3: 0.2328 loss_bbox_3: 0.1651 loss_giou_3: 0.311 loss_ce_4: 0.2127 loss_bbox_4: 0.1544 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:23] d2.utils.events INFO: eta: 4:15:16 iter: 395539 total_loss: 4.762 loss_ce: 0.2083 loss_bbox: 0.1469 loss_giou: 0.2996 loss_ce_0: 0.425 loss_bbox_0: 0.2604 loss_giou_0: 0.4597 loss_ce_1: 0.3187 loss_bbox_1: 0.1835 loss_giou_1: 0.3437 loss_ce_2: 0.2564 loss_bbox_2: 0.1592 loss_giou_2: 0.3203 loss_ce_3: 0.2219 loss_bbox_3: 0.1534 loss_giou_3: 0.3123 loss_ce_4: 0.2114 loss_bbox_4: 0.1493 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:29] d2.utils.events INFO: eta: 4:15:08 iter: 395559 total_loss: 4.747 loss_ce: 0.2011 loss_bbox: 0.1608 loss_giou: 0.2924 loss_ce_0: 0.4288 loss_bbox_0: 0.275 loss_giou_0: 0.4522 loss_ce_1: 0.3198 loss_bbox_1: 0.1894 loss_giou_1: 0.3341 loss_ce_2: 0.2549 loss_bbox_2: 0.1744 loss_giou_2: 0.3091 loss_ce_3: 0.2196 loss_bbox_3: 0.1659 loss_giou_3: 0.3 loss_ce_4: 0.2061 loss_bbox_4: 0.1633 loss_giou_4: 0.2974 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:35] d2.utils.events INFO: eta: 4:15:04 iter: 395579 total_loss: 4.822 loss_ce: 0.2033 loss_bbox: 0.1507 loss_giou: 0.3067 loss_ce_0: 0.4431 loss_bbox_0: 0.2686 loss_giou_0: 0.4762 loss_ce_1: 0.3117 loss_bbox_1: 0.1759 loss_giou_1: 0.3536 loss_ce_2: 0.2574 loss_bbox_2: 0.1588 loss_giou_2: 0.3312 loss_ce_3: 0.2234 loss_bbox_3: 0.1573 loss_giou_3: 0.3146 loss_ce_4: 0.2068 loss_bbox_4: 0.1539 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:40] d2.utils.events INFO: eta: 4:14:58 iter: 395599 total_loss: 4.911 loss_ce: 0.2231 loss_bbox: 0.1516 loss_giou: 0.2978 loss_ce_0: 0.4512 loss_bbox_0: 0.2546 loss_giou_0: 0.4707 loss_ce_1: 0.3303 loss_bbox_1: 0.1784 loss_giou_1: 0.349 loss_ce_2: 0.2675 loss_bbox_2: 0.1661 loss_giou_2: 0.3202 loss_ce_3: 0.2312 loss_bbox_3: 0.1589 loss_giou_3: 0.3115 loss_ce_4: 0.2259 loss_bbox_4: 0.1564 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:46] d2.utils.events INFO: eta: 4:14:47 iter: 395619 total_loss: 4.83 loss_ce: 0.2134 loss_bbox: 0.162 loss_giou: 0.2917 loss_ce_0: 0.422 loss_bbox_0: 0.2666 loss_giou_0: 0.4508 loss_ce_1: 0.3205 loss_bbox_1: 0.1888 loss_giou_1: 0.3316 loss_ce_2: 0.2591 loss_bbox_2: 0.1738 loss_giou_2: 0.3064 loss_ce_3: 0.2323 loss_bbox_3: 0.1661 loss_giou_3: 0.3033 loss_ce_4: 0.2109 loss_bbox_4: 0.1661 loss_giou_4: 0.2993 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:52] d2.utils.events INFO: eta: 4:14:41 iter: 395639 total_loss: 4.774 loss_ce: 0.2113 loss_bbox: 0.1554 loss_giou: 0.2928 loss_ce_0: 0.4314 loss_bbox_0: 0.2644 loss_giou_0: 0.4421 loss_ce_1: 0.3307 loss_bbox_1: 0.1812 loss_giou_1: 0.3278 loss_ce_2: 0.2653 loss_bbox_2: 0.1688 loss_giou_2: 0.307 loss_ce_3: 0.2297 loss_bbox_3: 0.1626 loss_giou_3: 0.3042 loss_ce_4: 0.2152 loss_bbox_4: 0.1581 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 21:30:57] d2.utils.events INFO: eta: 4:14:40 iter: 395659 total_loss: 4.955 loss_ce: 0.2212 loss_bbox: 0.1544 loss_giou: 0.3027 loss_ce_0: 0.4343 loss_bbox_0: 0.2665 loss_giou_0: 0.4566 loss_ce_1: 0.3217 loss_bbox_1: 0.1815 loss_giou_1: 0.3484 loss_ce_2: 0.2666 loss_bbox_2: 0.1665 loss_giou_2: 0.3204 loss_ce_3: 0.2387 loss_bbox_3: 0.1567 loss_giou_3: 0.314 loss_ce_4: 0.2264 loss_bbox_4: 0.1553 loss_giou_4: 0.3104 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:31:03] d2.utils.events INFO: eta: 4:14:39 iter: 395679 total_loss: 4.781 loss_ce: 0.2019 loss_bbox: 0.1534 loss_giou: 0.3169 loss_ce_0: 0.4283 loss_bbox_0: 0.257 loss_giou_0: 0.4889 loss_ce_1: 0.3004 loss_bbox_1: 0.1827 loss_giou_1: 0.3697 loss_ce_2: 0.2545 loss_bbox_2: 0.1636 loss_giou_2: 0.335 loss_ce_3: 0.2096 loss_bbox_3: 0.1567 loss_giou_3: 0.3275 loss_ce_4: 0.2073 loss_bbox_4: 0.1537 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 21:31:09] d2.utils.events INFO: eta: 4:14:33 iter: 395699 total_loss: 4.639 loss_ce: 0.2101 loss_bbox: 0.1453 loss_giou: 0.2863 loss_ce_0: 0.4242 loss_bbox_0: 0.2605 loss_giou_0: 0.4559 loss_ce_1: 0.3094 loss_bbox_1: 0.1799 loss_giou_1: 0.34 loss_ce_2: 0.2583 loss_bbox_2: 0.1637 loss_giou_2: 0.3128 loss_ce_3: 0.2243 loss_bbox_3: 0.1515 loss_giou_3: 0.2982 loss_ce_4: 0.2169 loss_bbox_4: 0.1479 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:31:14] d2.utils.events INFO: eta: 4:14:33 iter: 395719 total_loss: 4.685 loss_ce: 0.2022 loss_bbox: 0.1423 loss_giou: 0.2962 loss_ce_0: 0.4204 loss_bbox_0: 0.249 loss_giou_0: 0.4694 loss_ce_1: 0.3072 loss_bbox_1: 0.1679 loss_giou_1: 0.3467 loss_ce_2: 0.2577 loss_bbox_2: 0.1521 loss_giou_2: 0.32 loss_ce_3: 0.2184 loss_bbox_3: 0.1433 loss_giou_3: 0.3078 loss_ce_4: 0.2008 loss_bbox_4: 0.1406 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 21:31:20] d2.utils.events INFO: eta: 4:14:28 iter: 395739 total_loss: 4.563 loss_ce: 0.1991 loss_bbox: 0.146 loss_giou: 0.2878 loss_ce_0: 0.4241 loss_bbox_0: 0.2597 loss_giou_0: 0.4457 loss_ce_1: 0.3135 loss_bbox_1: 0.1782 loss_giou_1: 0.3329 loss_ce_2: 0.2534 loss_bbox_2: 0.1586 loss_giou_2: 0.3024 loss_ce_3: 0.217 loss_bbox_3: 0.1524 loss_giou_3: 0.2954 loss_ce_4: 0.2019 loss_bbox_4: 0.1476 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 21:31:26] d2.utils.events INFO: eta: 4:14:21 iter: 395759 total_loss: 4.789 loss_ce: 0.2141 loss_bbox: 0.1609 loss_giou: 0.2843 loss_ce_0: 0.4373 loss_bbox_0: 0.2694 loss_giou_0: 0.4379 loss_ce_1: 0.3371 loss_bbox_1: 0.1936 loss_giou_1: 0.3339 loss_ce_2: 0.266 loss_bbox_2: 0.1786 loss_giou_2: 0.3073 loss_ce_3: 0.2363 loss_bbox_3: 0.1692 loss_giou_3: 0.2938 loss_ce_4: 0.2243 loss_bbox_4: 0.1614 loss_giou_4: 0.2885 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 21:31:31] d2.utils.events INFO: eta: 4:14:15 iter: 395779 total_loss: 4.805 loss_ce: 0.2085 loss_bbox: 0.1537 loss_giou: 0.3038 loss_ce_0: 0.4316 loss_bbox_0: 0.264 loss_giou_0: 0.4769 loss_ce_1: 0.3133 loss_bbox_1: 0.1861 loss_giou_1: 0.3652 loss_ce_2: 0.2573 loss_bbox_2: 0.1655 loss_giou_2: 0.3343 loss_ce_3: 0.2308 loss_bbox_3: 0.1616 loss_giou_3: 0.3234 loss_ce_4: 0.2105 loss_bbox_4: 0.159 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 21:31:37] d2.utils.events INFO: eta: 4:14:11 iter: 395799 total_loss: 4.873 loss_ce: 0.2011 loss_bbox: 0.1572 loss_giou: 0.3142 loss_ce_0: 0.4138 loss_bbox_0: 0.2655 loss_giou_0: 0.4876 loss_ce_1: 0.3164 loss_bbox_1: 0.1863 loss_giou_1: 0.3568 loss_ce_2: 0.2499 loss_bbox_2: 0.1714 loss_giou_2: 0.3307 loss_ce_3: 0.22 loss_bbox_3: 0.1604 loss_giou_3: 0.3234 loss_ce_4: 0.2052 loss_bbox_4: 0.161 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 21:31:44] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.08 seconds. [11/03 21:31:44] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 21:31:45] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 21:31:45] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 21:31:45] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 21:31:45] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 21:31:46] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 21:31:53] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0015 s/iter. Inference: 0.0529 s/iter. Eval: 0.0003 s/iter. Total: 0.0547 s/iter. ETA=0:00:33 [11/03 21:31:58] d2.evaluation.evaluator INFO: Inference done 109/625. Dataloading: 0.0027 s/iter. Inference: 0.0483 s/iter. Eval: 0.0003 s/iter. Total: 0.0514 s/iter. ETA=0:00:26 [11/03 21:32:03] d2.evaluation.evaluator INFO: Inference done 189/625. Dataloading: 0.0027 s/iter. Inference: 0.0477 s/iter. Eval: 0.0059 s/iter. Total: 0.0564 s/iter. ETA=0:00:24 [11/03 21:32:08] d2.evaluation.evaluator INFO: Inference done 284/625. Dataloading: 0.0027 s/iter. Inference: 0.0483 s/iter. Eval: 0.0040 s/iter. Total: 0.0552 s/iter. ETA=0:00:18 [11/03 21:32:13] d2.evaluation.evaluator INFO: Inference done 381/625. Dataloading: 0.0028 s/iter. Inference: 0.0484 s/iter. Eval: 0.0031 s/iter. Total: 0.0543 s/iter. ETA=0:00:13 [11/03 21:32:18] d2.evaluation.evaluator INFO: Inference done 477/625. Dataloading: 0.0029 s/iter. Inference: 0.0484 s/iter. Eval: 0.0025 s/iter. Total: 0.0539 s/iter. ETA=0:00:07 [11/03 21:32:23] d2.evaluation.evaluator INFO: Inference done 550/625. Dataloading: 0.0028 s/iter. Inference: 0.0507 s/iter. Eval: 0.0022 s/iter. Total: 0.0558 s/iter. ETA=0:00:04 [11/03 21:32:26] d2.evaluation.evaluator INFO: Total inference time: 0:00:33.406609 (0.053882 s / iter per device, on 8 devices) [11/03 21:32:26] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:30 (0.048753 s / iter per device, on 8 devices) [11/03 21:32:36] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 21:32:36] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 21:32:38] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 21:32:44] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 21:32:59] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.59 seconds. [11/03 21:32:59] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 21:33:01] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.79 seconds. [11/03 21:33:01] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.718 | 63.798 | 47.926 | 27.166 | 47.382 | 60.590 | [11/03 21:33:01] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.741 | bicycle | 31.629 | car | 44.996 | | motorcycle | 45.905 | airplane | 70.271 | bus | 67.107 | | train | 66.545 | truck | 40.572 | boat | 27.358 | | traffic light | 28.028 | fire hydrant | 71.033 | stop sign | 66.904 | | parking meter | 46.334 | bench | 27.633 | bird | 39.855 | | cat | 74.081 | dog | 69.321 | horse | 62.432 | | sheep | 54.491 | cow | 62.261 | elephant | 67.996 | | bear | 75.274 | zebra | 69.912 | giraffe | 69.976 | | backpack | 17.385 | umbrella | 39.648 | handbag | 18.012 | | tie | 34.066 | suitcase | 44.065 | frisbee | 70.160 | | skis | 27.550 | snowboard | 46.843 | sports ball | 49.090 | | kite | 47.138 | baseball bat | 34.465 | baseball glove | 40.621 | | skateboard | 57.252 | surfboard | 40.639 | tennis racket | 51.125 | | bottle | 39.695 | wine glass | 36.619 | cup | 42.918 | | fork | 38.099 | knife | 20.466 | spoon | 20.625 | | bowl | 45.197 | banana | 26.030 | apple | 22.113 | | sandwich | 41.472 | orange | 30.471 | broccoli | 21.232 | | carrot | 23.425 | hot dog | 39.717 | pizza | 55.612 | | donut | 52.312 | cake | 39.303 | chair | 29.256 | | couch | 47.769 | potted plant | 27.757 | bed | 50.984 | | dining table | 31.290 | toilet | 65.086 | tv | 59.369 | | laptop | 63.394 | mouse | 61.762 | remote | 36.191 | | keyboard | 51.704 | cell phone | 38.738 | microwave | 65.802 | | oven | 35.486 | toaster | 33.337 | sink | 35.980 | | refrigerator | 61.192 | book | 14.957 | clock | 50.369 | | vase | 41.037 | scissors | 39.948 | teddy bear | 49.704 | | hair drier | 4.363 | toothbrush | 32.981 | | | [11/03 21:33:02] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 21:33:02] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 21:33:02] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 21:33:02] d2.evaluation.testing INFO: copypaste: 44.7185,63.7981,47.9256,27.1663,47.3823,60.5902 [11/03 21:33:02] d2.utils.events INFO: eta: 4:14:01 iter: 395819 total_loss: 4.796 loss_ce: 0.2101 loss_bbox: 0.1585 loss_giou: 0.305 loss_ce_0: 0.439 loss_bbox_0: 0.2725 loss_giou_0: 0.4729 loss_ce_1: 0.3373 loss_bbox_1: 0.1834 loss_giou_1: 0.3482 loss_ce_2: 0.2751 loss_bbox_2: 0.1705 loss_giou_2: 0.3214 loss_ce_3: 0.2284 loss_bbox_3: 0.1642 loss_giou_3: 0.3102 loss_ce_4: 0.215 loss_bbox_4: 0.161 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:08] d2.utils.events INFO: eta: 4:13:56 iter: 395839 total_loss: 4.989 loss_ce: 0.222 loss_bbox: 0.1577 loss_giou: 0.3332 loss_ce_0: 0.4418 loss_bbox_0: 0.2719 loss_giou_0: 0.4955 loss_ce_1: 0.3271 loss_bbox_1: 0.1865 loss_giou_1: 0.3737 loss_ce_2: 0.2726 loss_bbox_2: 0.171 loss_giou_2: 0.3489 loss_ce_3: 0.2448 loss_bbox_3: 0.1729 loss_giou_3: 0.3423 loss_ce_4: 0.2253 loss_bbox_4: 0.1583 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0156 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:13] d2.utils.events INFO: eta: 4:13:51 iter: 395859 total_loss: 4.539 loss_ce: 0.1799 loss_bbox: 0.1609 loss_giou: 0.2921 loss_ce_0: 0.4245 loss_bbox_0: 0.2702 loss_giou_0: 0.4625 loss_ce_1: 0.3094 loss_bbox_1: 0.1865 loss_giou_1: 0.3415 loss_ce_2: 0.2348 loss_bbox_2: 0.1712 loss_giou_2: 0.3136 loss_ce_3: 0.2018 loss_bbox_3: 0.164 loss_giou_3: 0.3037 loss_ce_4: 0.191 loss_bbox_4: 0.1608 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:19] d2.utils.events INFO: eta: 4:13:44 iter: 395879 total_loss: 4.767 loss_ce: 0.207 loss_bbox: 0.1545 loss_giou: 0.3214 loss_ce_0: 0.4017 loss_bbox_0: 0.2429 loss_giou_0: 0.4666 loss_ce_1: 0.3013 loss_bbox_1: 0.1784 loss_giou_1: 0.3629 loss_ce_2: 0.2523 loss_bbox_2: 0.1605 loss_giou_2: 0.3423 loss_ce_3: 0.2225 loss_bbox_3: 0.1599 loss_giou_3: 0.3343 loss_ce_4: 0.2089 loss_bbox_4: 0.155 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:25] d2.utils.events INFO: eta: 4:13:38 iter: 395899 total_loss: 4.798 loss_ce: 0.219 loss_bbox: 0.1542 loss_giou: 0.3046 loss_ce_0: 0.4429 loss_bbox_0: 0.268 loss_giou_0: 0.4744 loss_ce_1: 0.3058 loss_bbox_1: 0.186 loss_giou_1: 0.3495 loss_ce_2: 0.2594 loss_bbox_2: 0.1662 loss_giou_2: 0.3179 loss_ce_3: 0.2329 loss_bbox_3: 0.1606 loss_giou_3: 0.3149 loss_ce_4: 0.2179 loss_bbox_4: 0.156 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:31] d2.utils.events INFO: eta: 4:13:42 iter: 395919 total_loss: 4.672 loss_ce: 0.191 loss_bbox: 0.1586 loss_giou: 0.3005 loss_ce_0: 0.4359 loss_bbox_0: 0.2532 loss_giou_0: 0.4705 loss_ce_1: 0.3173 loss_bbox_1: 0.1847 loss_giou_1: 0.3576 loss_ce_2: 0.2366 loss_bbox_2: 0.1685 loss_giou_2: 0.3274 loss_ce_3: 0.203 loss_bbox_3: 0.1617 loss_giou_3: 0.3162 loss_ce_4: 0.1911 loss_bbox_4: 0.1574 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:36] d2.utils.events INFO: eta: 4:13:51 iter: 395939 total_loss: 4.701 loss_ce: 0.1895 loss_bbox: 0.1637 loss_giou: 0.3077 loss_ce_0: 0.426 loss_bbox_0: 0.2613 loss_giou_0: 0.4995 loss_ce_1: 0.307 loss_bbox_1: 0.1835 loss_giou_1: 0.366 loss_ce_2: 0.2336 loss_bbox_2: 0.1705 loss_giou_2: 0.3383 loss_ce_3: 0.2043 loss_bbox_3: 0.1698 loss_giou_3: 0.3236 loss_ce_4: 0.1974 loss_bbox_4: 0.1668 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:42] d2.utils.events INFO: eta: 4:13:31 iter: 395959 total_loss: 4.944 loss_ce: 0.2148 loss_bbox: 0.156 loss_giou: 0.3129 loss_ce_0: 0.4363 loss_bbox_0: 0.2711 loss_giou_0: 0.4867 loss_ce_1: 0.3252 loss_bbox_1: 0.1835 loss_giou_1: 0.352 loss_ce_2: 0.2673 loss_bbox_2: 0.1713 loss_giou_2: 0.3265 loss_ce_3: 0.2349 loss_bbox_3: 0.1651 loss_giou_3: 0.3152 loss_ce_4: 0.2208 loss_bbox_4: 0.1599 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:48] d2.utils.events INFO: eta: 4:13:27 iter: 395979 total_loss: 5.088 loss_ce: 0.2139 loss_bbox: 0.1708 loss_giou: 0.3214 loss_ce_0: 0.4402 loss_bbox_0: 0.2806 loss_giou_0: 0.4963 loss_ce_1: 0.3363 loss_bbox_1: 0.1916 loss_giou_1: 0.3661 loss_ce_2: 0.2631 loss_bbox_2: 0.1797 loss_giou_2: 0.3378 loss_ce_3: 0.2239 loss_bbox_3: 0.1738 loss_giou_3: 0.329 loss_ce_4: 0.2167 loss_bbox_4: 0.1698 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0333 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:53] d2.utils.events INFO: eta: 4:13:16 iter: 395999 total_loss: 4.928 loss_ce: 0.2069 loss_bbox: 0.1455 loss_giou: 0.3144 loss_ce_0: 0.4381 loss_bbox_0: 0.2655 loss_giou_0: 0.4918 loss_ce_1: 0.3176 loss_bbox_1: 0.1789 loss_giou_1: 0.375 loss_ce_2: 0.2543 loss_bbox_2: 0.1584 loss_giou_2: 0.339 loss_ce_3: 0.2282 loss_bbox_3: 0.1542 loss_giou_3: 0.3291 loss_ce_4: 0.2096 loss_bbox_4: 0.1502 loss_giou_4: 0.3241 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 21:33:59] d2.utils.events INFO: eta: 4:13:12 iter: 396019 total_loss: 4.979 loss_ce: 0.2123 loss_bbox: 0.1578 loss_giou: 0.3198 loss_ce_0: 0.4325 loss_bbox_0: 0.2722 loss_giou_0: 0.5114 loss_ce_1: 0.3222 loss_bbox_1: 0.196 loss_giou_1: 0.3694 loss_ce_2: 0.2748 loss_bbox_2: 0.1774 loss_giou_2: 0.3372 loss_ce_3: 0.2429 loss_bbox_3: 0.1649 loss_giou_3: 0.3362 loss_ce_4: 0.2195 loss_bbox_4: 0.1613 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:05] d2.utils.events INFO: eta: 4:13:06 iter: 396039 total_loss: 4.748 loss_ce: 0.202 loss_bbox: 0.1559 loss_giou: 0.2872 loss_ce_0: 0.4395 loss_bbox_0: 0.2649 loss_giou_0: 0.4419 loss_ce_1: 0.3319 loss_bbox_1: 0.1851 loss_giou_1: 0.329 loss_ce_2: 0.2646 loss_bbox_2: 0.1672 loss_giou_2: 0.304 loss_ce_3: 0.2179 loss_bbox_3: 0.1607 loss_giou_3: 0.2931 loss_ce_4: 0.2086 loss_bbox_4: 0.1559 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0329 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:10] d2.utils.events INFO: eta: 4:12:59 iter: 396059 total_loss: 4.649 loss_ce: 0.188 loss_bbox: 0.1559 loss_giou: 0.2931 loss_ce_0: 0.4181 loss_bbox_0: 0.2612 loss_giou_0: 0.4472 loss_ce_1: 0.3044 loss_bbox_1: 0.1844 loss_giou_1: 0.3404 loss_ce_2: 0.2391 loss_bbox_2: 0.1693 loss_giou_2: 0.318 loss_ce_3: 0.2015 loss_bbox_3: 0.1616 loss_giou_3: 0.3061 loss_ce_4: 0.1955 loss_bbox_4: 0.1567 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:16] d2.utils.events INFO: eta: 4:12:49 iter: 396079 total_loss: 4.858 loss_ce: 0.2068 loss_bbox: 0.1509 loss_giou: 0.3078 loss_ce_0: 0.4268 loss_bbox_0: 0.2558 loss_giou_0: 0.4723 loss_ce_1: 0.307 loss_bbox_1: 0.1772 loss_giou_1: 0.3554 loss_ce_2: 0.2616 loss_bbox_2: 0.1611 loss_giou_2: 0.3238 loss_ce_3: 0.2219 loss_bbox_3: 0.1545 loss_giou_3: 0.3101 loss_ce_4: 0.2105 loss_bbox_4: 0.151 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:22] d2.utils.events INFO: eta: 4:12:42 iter: 396099 total_loss: 4.612 loss_ce: 0.2067 loss_bbox: 0.1559 loss_giou: 0.2837 loss_ce_0: 0.4275 loss_bbox_0: 0.2668 loss_giou_0: 0.434 loss_ce_1: 0.3084 loss_bbox_1: 0.1881 loss_giou_1: 0.3372 loss_ce_2: 0.2486 loss_bbox_2: 0.1639 loss_giou_2: 0.2979 loss_ce_3: 0.2078 loss_bbox_3: 0.1612 loss_giou_3: 0.2952 loss_ce_4: 0.2093 loss_bbox_4: 0.1582 loss_giou_4: 0.2879 time: 0.2800 data_time: 0.0324 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:27] d2.utils.events INFO: eta: 4:12:37 iter: 396119 total_loss: 4.839 loss_ce: 0.2047 loss_bbox: 0.1555 loss_giou: 0.299 loss_ce_0: 0.43 loss_bbox_0: 0.2611 loss_giou_0: 0.4589 loss_ce_1: 0.3109 loss_bbox_1: 0.1817 loss_giou_1: 0.334 loss_ce_2: 0.2549 loss_bbox_2: 0.1676 loss_giou_2: 0.316 loss_ce_3: 0.2196 loss_bbox_3: 0.1616 loss_giou_3: 0.304 loss_ce_4: 0.2091 loss_bbox_4: 0.1589 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:33] d2.utils.events INFO: eta: 4:12:31 iter: 396139 total_loss: 4.751 loss_ce: 0.1959 loss_bbox: 0.1564 loss_giou: 0.2995 loss_ce_0: 0.4185 loss_bbox_0: 0.2506 loss_giou_0: 0.4609 loss_ce_1: 0.2974 loss_bbox_1: 0.1833 loss_giou_1: 0.3405 loss_ce_2: 0.2546 loss_bbox_2: 0.1723 loss_giou_2: 0.3161 loss_ce_3: 0.2185 loss_bbox_3: 0.1633 loss_giou_3: 0.307 loss_ce_4: 0.2038 loss_bbox_4: 0.1565 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:39] d2.utils.events INFO: eta: 4:12:23 iter: 396159 total_loss: 4.908 loss_ce: 0.2106 loss_bbox: 0.1577 loss_giou: 0.2982 loss_ce_0: 0.4395 loss_bbox_0: 0.2676 loss_giou_0: 0.4641 loss_ce_1: 0.3126 loss_bbox_1: 0.1908 loss_giou_1: 0.3611 loss_ce_2: 0.2625 loss_bbox_2: 0.1717 loss_giou_2: 0.3286 loss_ce_3: 0.2257 loss_bbox_3: 0.1646 loss_giou_3: 0.3098 loss_ce_4: 0.214 loss_bbox_4: 0.1608 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:44] d2.utils.events INFO: eta: 4:12:11 iter: 396179 total_loss: 4.753 loss_ce: 0.2084 loss_bbox: 0.1589 loss_giou: 0.307 loss_ce_0: 0.4344 loss_bbox_0: 0.2664 loss_giou_0: 0.459 loss_ce_1: 0.3075 loss_bbox_1: 0.1815 loss_giou_1: 0.3398 loss_ce_2: 0.2452 loss_bbox_2: 0.166 loss_giou_2: 0.3209 loss_ce_3: 0.2206 loss_bbox_3: 0.1631 loss_giou_3: 0.3133 loss_ce_4: 0.2038 loss_bbox_4: 0.1565 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0322 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:50] d2.utils.events INFO: eta: 4:12:13 iter: 396199 total_loss: 4.708 loss_ce: 0.1979 loss_bbox: 0.1479 loss_giou: 0.3055 loss_ce_0: 0.4458 loss_bbox_0: 0.2621 loss_giou_0: 0.4723 loss_ce_1: 0.3267 loss_bbox_1: 0.1774 loss_giou_1: 0.3515 loss_ce_2: 0.2594 loss_bbox_2: 0.1603 loss_giou_2: 0.3246 loss_ce_3: 0.2248 loss_bbox_3: 0.154 loss_giou_3: 0.3164 loss_ce_4: 0.2101 loss_bbox_4: 0.1505 loss_giou_4: 0.3089 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 21:34:56] d2.utils.events INFO: eta: 4:12:08 iter: 396219 total_loss: 4.67 loss_ce: 0.193 loss_bbox: 0.157 loss_giou: 0.2976 loss_ce_0: 0.4209 loss_bbox_0: 0.2565 loss_giou_0: 0.4501 loss_ce_1: 0.3058 loss_bbox_1: 0.1765 loss_giou_1: 0.3449 loss_ce_2: 0.2423 loss_bbox_2: 0.1647 loss_giou_2: 0.3112 loss_ce_3: 0.2118 loss_bbox_3: 0.1601 loss_giou_3: 0.3028 loss_ce_4: 0.2004 loss_bbox_4: 0.1559 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:01] d2.utils.events INFO: eta: 4:12:01 iter: 396239 total_loss: 4.725 loss_ce: 0.216 loss_bbox: 0.1437 loss_giou: 0.2767 loss_ce_0: 0.4385 loss_bbox_0: 0.262 loss_giou_0: 0.454 loss_ce_1: 0.3242 loss_bbox_1: 0.1793 loss_giou_1: 0.3163 loss_ce_2: 0.2685 loss_bbox_2: 0.1628 loss_giou_2: 0.2978 loss_ce_3: 0.2297 loss_bbox_3: 0.1531 loss_giou_3: 0.2913 loss_ce_4: 0.2183 loss_bbox_4: 0.1463 loss_giou_4: 0.279 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:07] d2.utils.events INFO: eta: 4:11:58 iter: 396259 total_loss: 5.058 loss_ce: 0.2119 loss_bbox: 0.1518 loss_giou: 0.3224 loss_ce_0: 0.4214 loss_bbox_0: 0.2714 loss_giou_0: 0.5042 loss_ce_1: 0.3206 loss_bbox_1: 0.1789 loss_giou_1: 0.3644 loss_ce_2: 0.274 loss_bbox_2: 0.1622 loss_giou_2: 0.3408 loss_ce_3: 0.234 loss_bbox_3: 0.1578 loss_giou_3: 0.3302 loss_ce_4: 0.2165 loss_bbox_4: 0.1546 loss_giou_4: 0.3304 time: 0.2800 data_time: 0.0349 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:13] d2.utils.events INFO: eta: 4:11:59 iter: 396279 total_loss: 4.762 loss_ce: 0.1952 loss_bbox: 0.1603 loss_giou: 0.2915 loss_ce_0: 0.4266 loss_bbox_0: 0.2609 loss_giou_0: 0.4576 loss_ce_1: 0.3042 loss_bbox_1: 0.1924 loss_giou_1: 0.3417 loss_ce_2: 0.2457 loss_bbox_2: 0.1733 loss_giou_2: 0.3139 loss_ce_3: 0.2176 loss_bbox_3: 0.1658 loss_giou_3: 0.3004 loss_ce_4: 0.1993 loss_bbox_4: 0.1643 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:19] d2.utils.events INFO: eta: 4:11:49 iter: 396299 total_loss: 4.817 loss_ce: 0.2227 loss_bbox: 0.1674 loss_giou: 0.2898 loss_ce_0: 0.4337 loss_bbox_0: 0.2701 loss_giou_0: 0.464 loss_ce_1: 0.3316 loss_bbox_1: 0.1907 loss_giou_1: 0.3397 loss_ce_2: 0.2579 loss_bbox_2: 0.1732 loss_giou_2: 0.3155 loss_ce_3: 0.2288 loss_bbox_3: 0.1773 loss_giou_3: 0.2995 loss_ce_4: 0.2205 loss_bbox_4: 0.1684 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:25] d2.utils.events INFO: eta: 4:11:40 iter: 396319 total_loss: 5.077 loss_ce: 0.2177 loss_bbox: 0.1587 loss_giou: 0.329 loss_ce_0: 0.4418 loss_bbox_0: 0.2742 loss_giou_0: 0.507 loss_ce_1: 0.3239 loss_bbox_1: 0.1917 loss_giou_1: 0.394 loss_ce_2: 0.2651 loss_bbox_2: 0.1659 loss_giou_2: 0.353 loss_ce_3: 0.2434 loss_bbox_3: 0.1615 loss_giou_3: 0.3451 loss_ce_4: 0.2203 loss_bbox_4: 0.1597 loss_giou_4: 0.3373 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:30] d2.utils.events INFO: eta: 4:11:35 iter: 396339 total_loss: 4.973 loss_ce: 0.2278 loss_bbox: 0.1605 loss_giou: 0.3115 loss_ce_0: 0.4314 loss_bbox_0: 0.2752 loss_giou_0: 0.4821 loss_ce_1: 0.3139 loss_bbox_1: 0.1911 loss_giou_1: 0.3584 loss_ce_2: 0.28 loss_bbox_2: 0.1726 loss_giou_2: 0.3372 loss_ce_3: 0.2532 loss_bbox_3: 0.1656 loss_giou_3: 0.3238 loss_ce_4: 0.229 loss_bbox_4: 0.1631 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:36] d2.utils.events INFO: eta: 4:11:30 iter: 396359 total_loss: 4.531 loss_ce: 0.1858 loss_bbox: 0.1418 loss_giou: 0.2912 loss_ce_0: 0.4134 loss_bbox_0: 0.252 loss_giou_0: 0.465 loss_ce_1: 0.3032 loss_bbox_1: 0.1725 loss_giou_1: 0.3354 loss_ce_2: 0.2428 loss_bbox_2: 0.1552 loss_giou_2: 0.3016 loss_ce_3: 0.2121 loss_bbox_3: 0.1486 loss_giou_3: 0.2977 loss_ce_4: 0.1898 loss_bbox_4: 0.1441 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:42] d2.utils.events INFO: eta: 4:11:28 iter: 396379 total_loss: 4.588 loss_ce: 0.1907 loss_bbox: 0.1514 loss_giou: 0.2955 loss_ce_0: 0.4221 loss_bbox_0: 0.2527 loss_giou_0: 0.4598 loss_ce_1: 0.3071 loss_bbox_1: 0.1809 loss_giou_1: 0.3373 loss_ce_2: 0.2592 loss_bbox_2: 0.164 loss_giou_2: 0.3087 loss_ce_3: 0.2202 loss_bbox_3: 0.1592 loss_giou_3: 0.3014 loss_ce_4: 0.199 loss_bbox_4: 0.151 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0161 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:47] d2.utils.events INFO: eta: 4:11:32 iter: 396399 total_loss: 4.749 loss_ce: 0.1909 loss_bbox: 0.1476 loss_giou: 0.3144 loss_ce_0: 0.4049 loss_bbox_0: 0.2584 loss_giou_0: 0.4797 loss_ce_1: 0.3019 loss_bbox_1: 0.1711 loss_giou_1: 0.3541 loss_ce_2: 0.2431 loss_bbox_2: 0.1613 loss_giou_2: 0.3281 loss_ce_3: 0.2068 loss_bbox_3: 0.1547 loss_giou_3: 0.3203 loss_ce_4: 0.1981 loss_bbox_4: 0.1501 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:53] d2.utils.events INFO: eta: 4:11:17 iter: 396419 total_loss: 4.958 loss_ce: 0.2194 loss_bbox: 0.1653 loss_giou: 0.3068 loss_ce_0: 0.4439 loss_bbox_0: 0.2653 loss_giou_0: 0.4763 loss_ce_1: 0.3321 loss_bbox_1: 0.1851 loss_giou_1: 0.3553 loss_ce_2: 0.2692 loss_bbox_2: 0.1696 loss_giou_2: 0.3296 loss_ce_3: 0.2402 loss_bbox_3: 0.1671 loss_giou_3: 0.3168 loss_ce_4: 0.2305 loss_bbox_4: 0.1657 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 21:35:59] d2.utils.events INFO: eta: 4:11:19 iter: 396439 total_loss: 4.89 loss_ce: 0.2035 loss_bbox: 0.1633 loss_giou: 0.3038 loss_ce_0: 0.4472 loss_bbox_0: 0.276 loss_giou_0: 0.4689 loss_ce_1: 0.3233 loss_bbox_1: 0.1942 loss_giou_1: 0.3569 loss_ce_2: 0.2624 loss_bbox_2: 0.1743 loss_giou_2: 0.3238 loss_ce_3: 0.2198 loss_bbox_3: 0.169 loss_giou_3: 0.3134 loss_ce_4: 0.2063 loss_bbox_4: 0.1546 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:04] d2.utils.events INFO: eta: 4:11:12 iter: 396459 total_loss: 4.643 loss_ce: 0.1999 loss_bbox: 0.1514 loss_giou: 0.3095 loss_ce_0: 0.4138 loss_bbox_0: 0.2592 loss_giou_0: 0.4612 loss_ce_1: 0.2984 loss_bbox_1: 0.1829 loss_giou_1: 0.3407 loss_ce_2: 0.2469 loss_bbox_2: 0.1619 loss_giou_2: 0.3193 loss_ce_3: 0.219 loss_bbox_3: 0.159 loss_giou_3: 0.3146 loss_ce_4: 0.2009 loss_bbox_4: 0.1552 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:10] d2.utils.events INFO: eta: 4:11:05 iter: 396479 total_loss: 4.839 loss_ce: 0.2071 loss_bbox: 0.1494 loss_giou: 0.2931 loss_ce_0: 0.4419 loss_bbox_0: 0.2601 loss_giou_0: 0.4599 loss_ce_1: 0.3203 loss_bbox_1: 0.1781 loss_giou_1: 0.3437 loss_ce_2: 0.2588 loss_bbox_2: 0.1597 loss_giou_2: 0.3108 loss_ce_3: 0.2216 loss_bbox_3: 0.1518 loss_giou_3: 0.3042 loss_ce_4: 0.2064 loss_bbox_4: 0.1497 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:16] d2.utils.events INFO: eta: 4:10:56 iter: 396499 total_loss: 4.733 loss_ce: 0.195 loss_bbox: 0.1483 loss_giou: 0.3008 loss_ce_0: 0.4314 loss_bbox_0: 0.2669 loss_giou_0: 0.4697 loss_ce_1: 0.3155 loss_bbox_1: 0.1829 loss_giou_1: 0.353 loss_ce_2: 0.2554 loss_bbox_2: 0.1607 loss_giou_2: 0.3217 loss_ce_3: 0.2238 loss_bbox_3: 0.1562 loss_giou_3: 0.3036 loss_ce_4: 0.2035 loss_bbox_4: 0.1495 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:21] d2.utils.events INFO: eta: 4:10:50 iter: 396519 total_loss: 4.955 loss_ce: 0.2072 loss_bbox: 0.1564 loss_giou: 0.3017 loss_ce_0: 0.4334 loss_bbox_0: 0.2645 loss_giou_0: 0.4769 loss_ce_1: 0.3166 loss_bbox_1: 0.1813 loss_giou_1: 0.3497 loss_ce_2: 0.2653 loss_bbox_2: 0.1673 loss_giou_2: 0.3247 loss_ce_3: 0.2289 loss_bbox_3: 0.1621 loss_giou_3: 0.319 loss_ce_4: 0.2091 loss_bbox_4: 0.159 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:27] d2.utils.events INFO: eta: 4:10:41 iter: 396539 total_loss: 4.89 loss_ce: 0.2063 loss_bbox: 0.1584 loss_giou: 0.32 loss_ce_0: 0.4403 loss_bbox_0: 0.2636 loss_giou_0: 0.491 loss_ce_1: 0.3224 loss_bbox_1: 0.1865 loss_giou_1: 0.3662 loss_ce_2: 0.2512 loss_bbox_2: 0.1719 loss_giou_2: 0.3447 loss_ce_3: 0.2257 loss_bbox_3: 0.1636 loss_giou_3: 0.3348 loss_ce_4: 0.2178 loss_bbox_4: 0.161 loss_giou_4: 0.3293 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:33] d2.utils.events INFO: eta: 4:10:40 iter: 396559 total_loss: 4.698 loss_ce: 0.1946 loss_bbox: 0.1457 loss_giou: 0.3173 loss_ce_0: 0.4035 loss_bbox_0: 0.2489 loss_giou_0: 0.4748 loss_ce_1: 0.2976 loss_bbox_1: 0.1756 loss_giou_1: 0.3528 loss_ce_2: 0.2367 loss_bbox_2: 0.1623 loss_giou_2: 0.3369 loss_ce_3: 0.2018 loss_bbox_3: 0.1547 loss_giou_3: 0.326 loss_ce_4: 0.1941 loss_bbox_4: 0.1497 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:38] d2.utils.events INFO: eta: 4:10:39 iter: 396579 total_loss: 5.073 loss_ce: 0.224 loss_bbox: 0.1647 loss_giou: 0.3215 loss_ce_0: 0.4337 loss_bbox_0: 0.2654 loss_giou_0: 0.474 loss_ce_1: 0.3307 loss_bbox_1: 0.1879 loss_giou_1: 0.3527 loss_ce_2: 0.2675 loss_bbox_2: 0.1724 loss_giou_2: 0.3303 loss_ce_3: 0.2378 loss_bbox_3: 0.1626 loss_giou_3: 0.3268 loss_ce_4: 0.2194 loss_bbox_4: 0.1649 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0172 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:44] d2.utils.events INFO: eta: 4:10:29 iter: 396599 total_loss: 4.648 loss_ce: 0.2037 loss_bbox: 0.1657 loss_giou: 0.2869 loss_ce_0: 0.4149 loss_bbox_0: 0.2605 loss_giou_0: 0.451 loss_ce_1: 0.2948 loss_bbox_1: 0.1892 loss_giou_1: 0.321 loss_ce_2: 0.2382 loss_bbox_2: 0.1795 loss_giou_2: 0.3057 loss_ce_3: 0.2165 loss_bbox_3: 0.1702 loss_giou_3: 0.2948 loss_ce_4: 0.1969 loss_bbox_4: 0.1673 loss_giou_4: 0.2943 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:50] d2.utils.events INFO: eta: 4:10:24 iter: 396619 total_loss: 4.743 loss_ce: 0.2003 loss_bbox: 0.159 loss_giou: 0.2845 loss_ce_0: 0.4454 loss_bbox_0: 0.2754 loss_giou_0: 0.4402 loss_ce_1: 0.3128 loss_bbox_1: 0.1922 loss_giou_1: 0.3278 loss_ce_2: 0.2538 loss_bbox_2: 0.1737 loss_giou_2: 0.3025 loss_ce_3: 0.2273 loss_bbox_3: 0.1654 loss_giou_3: 0.2955 loss_ce_4: 0.2044 loss_bbox_4: 0.1653 loss_giou_4: 0.2871 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 21:36:55] d2.utils.events INFO: eta: 4:10:13 iter: 396639 total_loss: 4.908 loss_ce: 0.2097 loss_bbox: 0.1646 loss_giou: 0.2915 loss_ce_0: 0.4264 loss_bbox_0: 0.2752 loss_giou_0: 0.4402 loss_ce_1: 0.322 loss_bbox_1: 0.1855 loss_giou_1: 0.3323 loss_ce_2: 0.2658 loss_bbox_2: 0.1751 loss_giou_2: 0.308 loss_ce_3: 0.2365 loss_bbox_3: 0.1726 loss_giou_3: 0.3007 loss_ce_4: 0.2096 loss_bbox_4: 0.1665 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:01] d2.utils.events INFO: eta: 4:10:09 iter: 396659 total_loss: 5.049 loss_ce: 0.2206 loss_bbox: 0.1679 loss_giou: 0.3236 loss_ce_0: 0.4259 loss_bbox_0: 0.262 loss_giou_0: 0.4578 loss_ce_1: 0.3241 loss_bbox_1: 0.1975 loss_giou_1: 0.3561 loss_ce_2: 0.2482 loss_bbox_2: 0.1814 loss_giou_2: 0.3406 loss_ce_3: 0.2301 loss_bbox_3: 0.1745 loss_giou_3: 0.3281 loss_ce_4: 0.2187 loss_bbox_4: 0.1712 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:07] d2.utils.events INFO: eta: 4:09:57 iter: 396679 total_loss: 4.788 loss_ce: 0.2012 loss_bbox: 0.147 loss_giou: 0.3094 loss_ce_0: 0.4242 loss_bbox_0: 0.2531 loss_giou_0: 0.4592 loss_ce_1: 0.3083 loss_bbox_1: 0.1716 loss_giou_1: 0.3447 loss_ce_2: 0.2517 loss_bbox_2: 0.159 loss_giou_2: 0.3257 loss_ce_3: 0.2222 loss_bbox_3: 0.1514 loss_giou_3: 0.314 loss_ce_4: 0.205 loss_bbox_4: 0.1507 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:12] d2.utils.events INFO: eta: 4:09:50 iter: 396699 total_loss: 4.843 loss_ce: 0.2018 loss_bbox: 0.1575 loss_giou: 0.3103 loss_ce_0: 0.4178 loss_bbox_0: 0.2564 loss_giou_0: 0.4763 loss_ce_1: 0.2927 loss_bbox_1: 0.1848 loss_giou_1: 0.3646 loss_ce_2: 0.2341 loss_bbox_2: 0.1656 loss_giou_2: 0.3306 loss_ce_3: 0.2147 loss_bbox_3: 0.1653 loss_giou_3: 0.3235 loss_ce_4: 0.2037 loss_bbox_4: 0.162 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:18] d2.utils.events INFO: eta: 4:09:38 iter: 396719 total_loss: 4.402 loss_ce: 0.1782 loss_bbox: 0.1453 loss_giou: 0.2805 loss_ce_0: 0.4093 loss_bbox_0: 0.2512 loss_giou_0: 0.4214 loss_ce_1: 0.2976 loss_bbox_1: 0.1724 loss_giou_1: 0.3146 loss_ce_2: 0.2297 loss_bbox_2: 0.1561 loss_giou_2: 0.294 loss_ce_3: 0.1913 loss_bbox_3: 0.1528 loss_giou_3: 0.2833 loss_ce_4: 0.1798 loss_bbox_4: 0.1469 loss_giou_4: 0.2829 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:24] d2.utils.events INFO: eta: 4:09:26 iter: 396739 total_loss: 4.739 loss_ce: 0.199 loss_bbox: 0.1645 loss_giou: 0.2933 loss_ce_0: 0.4297 loss_bbox_0: 0.2561 loss_giou_0: 0.4596 loss_ce_1: 0.3092 loss_bbox_1: 0.1838 loss_giou_1: 0.3441 loss_ce_2: 0.2389 loss_bbox_2: 0.1734 loss_giou_2: 0.3157 loss_ce_3: 0.2216 loss_bbox_3: 0.1718 loss_giou_3: 0.3033 loss_ce_4: 0.2089 loss_bbox_4: 0.1703 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:29] d2.utils.events INFO: eta: 4:09:20 iter: 396759 total_loss: 5.195 loss_ce: 0.2174 loss_bbox: 0.1787 loss_giou: 0.3186 loss_ce_0: 0.4508 loss_bbox_0: 0.2934 loss_giou_0: 0.4787 loss_ce_1: 0.3253 loss_bbox_1: 0.2037 loss_giou_1: 0.3521 loss_ce_2: 0.271 loss_bbox_2: 0.1877 loss_giou_2: 0.3319 loss_ce_3: 0.2465 loss_bbox_3: 0.1854 loss_giou_3: 0.3308 loss_ce_4: 0.235 loss_bbox_4: 0.1801 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:35] d2.utils.events INFO: eta: 4:09:13 iter: 396779 total_loss: 4.855 loss_ce: 0.204 loss_bbox: 0.1564 loss_giou: 0.2941 loss_ce_0: 0.4424 loss_bbox_0: 0.2571 loss_giou_0: 0.477 loss_ce_1: 0.3316 loss_bbox_1: 0.187 loss_giou_1: 0.3444 loss_ce_2: 0.2591 loss_bbox_2: 0.1727 loss_giou_2: 0.3145 loss_ce_3: 0.2243 loss_bbox_3: 0.165 loss_giou_3: 0.3054 loss_ce_4: 0.2102 loss_bbox_4: 0.1617 loss_giou_4: 0.2986 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:41] d2.utils.events INFO: eta: 4:09:08 iter: 396799 total_loss: 5.013 loss_ce: 0.2294 loss_bbox: 0.1592 loss_giou: 0.3107 loss_ce_0: 0.4319 loss_bbox_0: 0.2827 loss_giou_0: 0.4825 loss_ce_1: 0.3332 loss_bbox_1: 0.187 loss_giou_1: 0.3524 loss_ce_2: 0.2763 loss_bbox_2: 0.1672 loss_giou_2: 0.3297 loss_ce_3: 0.2502 loss_bbox_3: 0.1649 loss_giou_3: 0.3138 loss_ce_4: 0.2281 loss_bbox_4: 0.1621 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:47] d2.utils.events INFO: eta: 4:09:03 iter: 396819 total_loss: 4.824 loss_ce: 0.2033 loss_bbox: 0.1583 loss_giou: 0.3071 loss_ce_0: 0.4202 loss_bbox_0: 0.2743 loss_giou_0: 0.4431 loss_ce_1: 0.3007 loss_bbox_1: 0.1876 loss_giou_1: 0.3483 loss_ce_2: 0.2474 loss_bbox_2: 0.1712 loss_giou_2: 0.3182 loss_ce_3: 0.206 loss_bbox_3: 0.1675 loss_giou_3: 0.3152 loss_ce_4: 0.2014 loss_bbox_4: 0.1646 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:52] d2.utils.events INFO: eta: 4:08:57 iter: 396839 total_loss: 5.045 loss_ce: 0.2179 loss_bbox: 0.1581 loss_giou: 0.3088 loss_ce_0: 0.441 loss_bbox_0: 0.2769 loss_giou_0: 0.4645 loss_ce_1: 0.3394 loss_bbox_1: 0.1924 loss_giou_1: 0.3475 loss_ce_2: 0.2676 loss_bbox_2: 0.1734 loss_giou_2: 0.324 loss_ce_3: 0.237 loss_bbox_3: 0.165 loss_giou_3: 0.3129 loss_ce_4: 0.2259 loss_bbox_4: 0.159 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 21:37:58] d2.utils.events INFO: eta: 4:08:51 iter: 396859 total_loss: 4.823 loss_ce: 0.186 loss_bbox: 0.155 loss_giou: 0.296 loss_ce_0: 0.4134 loss_bbox_0: 0.2689 loss_giou_0: 0.4535 loss_ce_1: 0.3093 loss_bbox_1: 0.1847 loss_giou_1: 0.3416 loss_ce_2: 0.2477 loss_bbox_2: 0.1656 loss_giou_2: 0.3141 loss_ce_3: 0.2129 loss_bbox_3: 0.159 loss_giou_3: 0.3028 loss_ce_4: 0.1907 loss_bbox_4: 0.1556 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:04] d2.utils.events INFO: eta: 4:08:45 iter: 396879 total_loss: 5.093 loss_ce: 0.2293 loss_bbox: 0.1551 loss_giou: 0.3108 loss_ce_0: 0.4356 loss_bbox_0: 0.2766 loss_giou_0: 0.4803 loss_ce_1: 0.3271 loss_bbox_1: 0.1881 loss_giou_1: 0.3644 loss_ce_2: 0.2682 loss_bbox_2: 0.1688 loss_giou_2: 0.3386 loss_ce_3: 0.2422 loss_bbox_3: 0.1605 loss_giou_3: 0.3278 loss_ce_4: 0.2299 loss_bbox_4: 0.1569 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:09] d2.utils.events INFO: eta: 4:08:42 iter: 396899 total_loss: 4.844 loss_ce: 0.2073 loss_bbox: 0.1494 loss_giou: 0.2974 loss_ce_0: 0.4305 loss_bbox_0: 0.2542 loss_giou_0: 0.4535 loss_ce_1: 0.3213 loss_bbox_1: 0.1883 loss_giou_1: 0.3546 loss_ce_2: 0.2602 loss_bbox_2: 0.165 loss_giou_2: 0.3176 loss_ce_3: 0.2323 loss_bbox_3: 0.1607 loss_giou_3: 0.3103 loss_ce_4: 0.2141 loss_bbox_4: 0.1541 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:15] d2.utils.events INFO: eta: 4:08:39 iter: 396919 total_loss: 4.711 loss_ce: 0.2032 loss_bbox: 0.142 loss_giou: 0.2879 loss_ce_0: 0.4302 loss_bbox_0: 0.2568 loss_giou_0: 0.4611 loss_ce_1: 0.3061 loss_bbox_1: 0.1699 loss_giou_1: 0.3352 loss_ce_2: 0.2497 loss_bbox_2: 0.1487 loss_giou_2: 0.3089 loss_ce_3: 0.2223 loss_bbox_3: 0.1448 loss_giou_3: 0.292 loss_ce_4: 0.2115 loss_bbox_4: 0.1453 loss_giou_4: 0.2901 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:21] d2.utils.events INFO: eta: 4:08:35 iter: 396939 total_loss: 4.637 loss_ce: 0.2013 loss_bbox: 0.1633 loss_giou: 0.2759 loss_ce_0: 0.4381 loss_bbox_0: 0.2677 loss_giou_0: 0.4385 loss_ce_1: 0.3164 loss_bbox_1: 0.189 loss_giou_1: 0.3252 loss_ce_2: 0.2398 loss_bbox_2: 0.1762 loss_giou_2: 0.3057 loss_ce_3: 0.2132 loss_bbox_3: 0.1673 loss_giou_3: 0.2876 loss_ce_4: 0.2052 loss_bbox_4: 0.1668 loss_giou_4: 0.2829 time: 0.2800 data_time: 0.0208 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:26] d2.utils.events INFO: eta: 4:08:32 iter: 396959 total_loss: 4.782 loss_ce: 0.2077 loss_bbox: 0.1534 loss_giou: 0.2897 loss_ce_0: 0.4261 loss_bbox_0: 0.2722 loss_giou_0: 0.4578 loss_ce_1: 0.3068 loss_bbox_1: 0.1885 loss_giou_1: 0.3355 loss_ce_2: 0.2521 loss_bbox_2: 0.166 loss_giou_2: 0.3122 loss_ce_3: 0.2189 loss_bbox_3: 0.1608 loss_giou_3: 0.3011 loss_ce_4: 0.2061 loss_bbox_4: 0.1549 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:32] d2.utils.events INFO: eta: 4:08:25 iter: 396979 total_loss: 5.124 loss_ce: 0.2236 loss_bbox: 0.1539 loss_giou: 0.3203 loss_ce_0: 0.4446 loss_bbox_0: 0.2838 loss_giou_0: 0.5136 loss_ce_1: 0.3241 loss_bbox_1: 0.1848 loss_giou_1: 0.3699 loss_ce_2: 0.2692 loss_bbox_2: 0.1727 loss_giou_2: 0.34 loss_ce_3: 0.2406 loss_bbox_3: 0.1644 loss_giou_3: 0.3378 loss_ce_4: 0.223 loss_bbox_4: 0.1559 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:38] d2.utils.events INFO: eta: 4:08:19 iter: 396999 total_loss: 4.933 loss_ce: 0.2225 loss_bbox: 0.1475 loss_giou: 0.3087 loss_ce_0: 0.4291 loss_bbox_0: 0.2589 loss_giou_0: 0.4763 loss_ce_1: 0.3139 loss_bbox_1: 0.1779 loss_giou_1: 0.3635 loss_ce_2: 0.2567 loss_bbox_2: 0.1623 loss_giou_2: 0.3293 loss_ce_3: 0.234 loss_bbox_3: 0.1564 loss_giou_3: 0.3195 loss_ce_4: 0.2186 loss_bbox_4: 0.1535 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:43] d2.utils.events INFO: eta: 4:08:13 iter: 397019 total_loss: 4.946 loss_ce: 0.2056 loss_bbox: 0.155 loss_giou: 0.3225 loss_ce_0: 0.4267 loss_bbox_0: 0.266 loss_giou_0: 0.4876 loss_ce_1: 0.315 loss_bbox_1: 0.179 loss_giou_1: 0.3687 loss_ce_2: 0.2542 loss_bbox_2: 0.1619 loss_giou_2: 0.3408 loss_ce_3: 0.2175 loss_bbox_3: 0.1589 loss_giou_3: 0.327 loss_ce_4: 0.2122 loss_bbox_4: 0.1569 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:49] d2.utils.events INFO: eta: 4:08:09 iter: 397039 total_loss: 4.855 loss_ce: 0.2108 loss_bbox: 0.1576 loss_giou: 0.3181 loss_ce_0: 0.4424 loss_bbox_0: 0.2719 loss_giou_0: 0.4865 loss_ce_1: 0.325 loss_bbox_1: 0.1888 loss_giou_1: 0.3621 loss_ce_2: 0.2616 loss_bbox_2: 0.17 loss_giou_2: 0.3376 loss_ce_3: 0.2363 loss_bbox_3: 0.1669 loss_giou_3: 0.3299 loss_ce_4: 0.2174 loss_bbox_4: 0.165 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:38:55] d2.utils.events INFO: eta: 4:08:08 iter: 397059 total_loss: 4.779 loss_ce: 0.2068 loss_bbox: 0.1465 loss_giou: 0.31 loss_ce_0: 0.423 loss_bbox_0: 0.2655 loss_giou_0: 0.4759 loss_ce_1: 0.3096 loss_bbox_1: 0.1807 loss_giou_1: 0.3554 loss_ce_2: 0.2518 loss_bbox_2: 0.161 loss_giou_2: 0.3201 loss_ce_3: 0.2222 loss_bbox_3: 0.1557 loss_giou_3: 0.3133 loss_ce_4: 0.2113 loss_bbox_4: 0.1509 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:01] d2.utils.events INFO: eta: 4:08:11 iter: 397079 total_loss: 5.202 loss_ce: 0.2204 loss_bbox: 0.1497 loss_giou: 0.3273 loss_ce_0: 0.4379 loss_bbox_0: 0.2639 loss_giou_0: 0.4991 loss_ce_1: 0.3361 loss_bbox_1: 0.1778 loss_giou_1: 0.3652 loss_ce_2: 0.2884 loss_bbox_2: 0.1585 loss_giou_2: 0.3489 loss_ce_3: 0.2454 loss_bbox_3: 0.1535 loss_giou_3: 0.3362 loss_ce_4: 0.2267 loss_bbox_4: 0.1522 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:06] d2.utils.events INFO: eta: 4:08:11 iter: 397099 total_loss: 5.178 loss_ce: 0.2368 loss_bbox: 0.1564 loss_giou: 0.3273 loss_ce_0: 0.4416 loss_bbox_0: 0.2597 loss_giou_0: 0.5005 loss_ce_1: 0.3305 loss_bbox_1: 0.1812 loss_giou_1: 0.3765 loss_ce_2: 0.2801 loss_bbox_2: 0.1629 loss_giou_2: 0.3523 loss_ce_3: 0.2563 loss_bbox_3: 0.1555 loss_giou_3: 0.3363 loss_ce_4: 0.2474 loss_bbox_4: 0.1547 loss_giou_4: 0.3328 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:12] d2.utils.events INFO: eta: 4:08:07 iter: 397119 total_loss: 4.86 loss_ce: 0.219 loss_bbox: 0.1496 loss_giou: 0.3259 loss_ce_0: 0.4267 loss_bbox_0: 0.2577 loss_giou_0: 0.482 loss_ce_1: 0.3192 loss_bbox_1: 0.184 loss_giou_1: 0.3635 loss_ce_2: 0.2613 loss_bbox_2: 0.1652 loss_giou_2: 0.3373 loss_ce_3: 0.2217 loss_bbox_3: 0.1582 loss_giou_3: 0.3332 loss_ce_4: 0.2195 loss_bbox_4: 0.1542 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:18] d2.utils.events INFO: eta: 4:08:02 iter: 397139 total_loss: 4.648 loss_ce: 0.1987 loss_bbox: 0.1607 loss_giou: 0.2948 loss_ce_0: 0.4174 loss_bbox_0: 0.2615 loss_giou_0: 0.452 loss_ce_1: 0.3109 loss_bbox_1: 0.1877 loss_giou_1: 0.3404 loss_ce_2: 0.2535 loss_bbox_2: 0.1727 loss_giou_2: 0.3198 loss_ce_3: 0.2219 loss_bbox_3: 0.163 loss_giou_3: 0.3053 loss_ce_4: 0.2014 loss_bbox_4: 0.1633 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:23] d2.utils.events INFO: eta: 4:07:57 iter: 397159 total_loss: 4.914 loss_ce: 0.2133 loss_bbox: 0.1736 loss_giou: 0.2983 loss_ce_0: 0.4317 loss_bbox_0: 0.2961 loss_giou_0: 0.4649 loss_ce_1: 0.3342 loss_bbox_1: 0.1993 loss_giou_1: 0.3425 loss_ce_2: 0.2756 loss_bbox_2: 0.182 loss_giou_2: 0.3154 loss_ce_3: 0.2335 loss_bbox_3: 0.1754 loss_giou_3: 0.3051 loss_ce_4: 0.2259 loss_bbox_4: 0.1745 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:29] d2.utils.events INFO: eta: 4:07:54 iter: 397179 total_loss: 4.933 loss_ce: 0.2174 loss_bbox: 0.1441 loss_giou: 0.3253 loss_ce_0: 0.4266 loss_bbox_0: 0.2454 loss_giou_0: 0.491 loss_ce_1: 0.3248 loss_bbox_1: 0.1695 loss_giou_1: 0.3698 loss_ce_2: 0.2512 loss_bbox_2: 0.1544 loss_giou_2: 0.3471 loss_ce_3: 0.235 loss_bbox_3: 0.1504 loss_giou_3: 0.3438 loss_ce_4: 0.2178 loss_bbox_4: 0.1479 loss_giou_4: 0.3287 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:35] d2.utils.events INFO: eta: 4:07:45 iter: 397199 total_loss: 4.882 loss_ce: 0.2063 loss_bbox: 0.1534 loss_giou: 0.3124 loss_ce_0: 0.4269 loss_bbox_0: 0.273 loss_giou_0: 0.5011 loss_ce_1: 0.3065 loss_bbox_1: 0.1857 loss_giou_1: 0.3634 loss_ce_2: 0.2582 loss_bbox_2: 0.1728 loss_giou_2: 0.3375 loss_ce_3: 0.2311 loss_bbox_3: 0.1646 loss_giou_3: 0.323 loss_ce_4: 0.2075 loss_bbox_4: 0.1553 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:40] d2.utils.events INFO: eta: 4:07:40 iter: 397219 total_loss: 4.592 loss_ce: 0.1932 loss_bbox: 0.1499 loss_giou: 0.2883 loss_ce_0: 0.4223 loss_bbox_0: 0.2505 loss_giou_0: 0.4475 loss_ce_1: 0.3 loss_bbox_1: 0.1786 loss_giou_1: 0.3311 loss_ce_2: 0.2414 loss_bbox_2: 0.1613 loss_giou_2: 0.3045 loss_ce_3: 0.2098 loss_bbox_3: 0.1584 loss_giou_3: 0.2975 loss_ce_4: 0.1977 loss_bbox_4: 0.1533 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:46] d2.utils.events INFO: eta: 4:07:34 iter: 397239 total_loss: 4.794 loss_ce: 0.2096 loss_bbox: 0.1573 loss_giou: 0.321 loss_ce_0: 0.4333 loss_bbox_0: 0.2663 loss_giou_0: 0.4731 loss_ce_1: 0.3144 loss_bbox_1: 0.1836 loss_giou_1: 0.3527 loss_ce_2: 0.2526 loss_bbox_2: 0.1639 loss_giou_2: 0.335 loss_ce_3: 0.2253 loss_bbox_3: 0.1607 loss_giou_3: 0.3322 loss_ce_4: 0.2106 loss_bbox_4: 0.1604 loss_giou_4: 0.3272 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:52] d2.utils.events INFO: eta: 4:07:23 iter: 397259 total_loss: 4.588 loss_ce: 0.1893 loss_bbox: 0.1466 loss_giou: 0.3076 loss_ce_0: 0.4253 loss_bbox_0: 0.2534 loss_giou_0: 0.479 loss_ce_1: 0.2983 loss_bbox_1: 0.1752 loss_giou_1: 0.3477 loss_ce_2: 0.2418 loss_bbox_2: 0.1584 loss_giou_2: 0.3216 loss_ce_3: 0.2059 loss_bbox_3: 0.1547 loss_giou_3: 0.3124 loss_ce_4: 0.1912 loss_bbox_4: 0.146 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 21:39:57] d2.utils.events INFO: eta: 4:07:14 iter: 397279 total_loss: 4.729 loss_ce: 0.2006 loss_bbox: 0.1515 loss_giou: 0.3094 loss_ce_0: 0.4121 loss_bbox_0: 0.2587 loss_giou_0: 0.4726 loss_ce_1: 0.3017 loss_bbox_1: 0.185 loss_giou_1: 0.3431 loss_ce_2: 0.2424 loss_bbox_2: 0.1679 loss_giou_2: 0.3224 loss_ce_3: 0.2154 loss_bbox_3: 0.1611 loss_giou_3: 0.322 loss_ce_4: 0.2052 loss_bbox_4: 0.1549 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:03] d2.utils.events INFO: eta: 4:07:05 iter: 397299 total_loss: 4.706 loss_ce: 0.1815 loss_bbox: 0.1493 loss_giou: 0.3039 loss_ce_0: 0.4177 loss_bbox_0: 0.255 loss_giou_0: 0.4568 loss_ce_1: 0.2975 loss_bbox_1: 0.176 loss_giou_1: 0.3487 loss_ce_2: 0.2376 loss_bbox_2: 0.1606 loss_giou_2: 0.3211 loss_ce_3: 0.2028 loss_bbox_3: 0.1518 loss_giou_3: 0.3133 loss_ce_4: 0.192 loss_bbox_4: 0.1519 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:09] d2.utils.events INFO: eta: 4:06:57 iter: 397319 total_loss: 4.662 loss_ce: 0.1881 loss_bbox: 0.1595 loss_giou: 0.3002 loss_ce_0: 0.4124 loss_bbox_0: 0.2568 loss_giou_0: 0.4466 loss_ce_1: 0.2994 loss_bbox_1: 0.1833 loss_giou_1: 0.349 loss_ce_2: 0.2382 loss_bbox_2: 0.1709 loss_giou_2: 0.3204 loss_ce_3: 0.2015 loss_bbox_3: 0.1661 loss_giou_3: 0.3096 loss_ce_4: 0.19 loss_bbox_4: 0.1592 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:14] d2.utils.events INFO: eta: 4:06:56 iter: 397339 total_loss: 4.912 loss_ce: 0.2135 loss_bbox: 0.1592 loss_giou: 0.3214 loss_ce_0: 0.4441 loss_bbox_0: 0.2657 loss_giou_0: 0.4784 loss_ce_1: 0.3321 loss_bbox_1: 0.1937 loss_giou_1: 0.3597 loss_ce_2: 0.2619 loss_bbox_2: 0.1725 loss_giou_2: 0.3361 loss_ce_3: 0.2284 loss_bbox_3: 0.1658 loss_giou_3: 0.3311 loss_ce_4: 0.2113 loss_bbox_4: 0.1598 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:20] d2.utils.events INFO: eta: 4:06:53 iter: 397359 total_loss: 5.113 loss_ce: 0.2249 loss_bbox: 0.1528 loss_giou: 0.3184 loss_ce_0: 0.4354 loss_bbox_0: 0.2659 loss_giou_0: 0.4856 loss_ce_1: 0.3385 loss_bbox_1: 0.1842 loss_giou_1: 0.3586 loss_ce_2: 0.2698 loss_bbox_2: 0.1683 loss_giou_2: 0.3338 loss_ce_3: 0.2406 loss_bbox_3: 0.1601 loss_giou_3: 0.3306 loss_ce_4: 0.2274 loss_bbox_4: 0.154 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:26] d2.utils.events INFO: eta: 4:06:43 iter: 397379 total_loss: 4.965 loss_ce: 0.2194 loss_bbox: 0.1627 loss_giou: 0.3039 loss_ce_0: 0.4261 loss_bbox_0: 0.2734 loss_giou_0: 0.4697 loss_ce_1: 0.3211 loss_bbox_1: 0.1903 loss_giou_1: 0.3469 loss_ce_2: 0.2742 loss_bbox_2: 0.1754 loss_giou_2: 0.3224 loss_ce_3: 0.2372 loss_bbox_3: 0.1651 loss_giou_3: 0.3085 loss_ce_4: 0.2209 loss_bbox_4: 0.164 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:32] d2.utils.events INFO: eta: 4:06:32 iter: 397399 total_loss: 4.76 loss_ce: 0.2138 loss_bbox: 0.1491 loss_giou: 0.3035 loss_ce_0: 0.4424 loss_bbox_0: 0.2564 loss_giou_0: 0.4574 loss_ce_1: 0.321 loss_bbox_1: 0.1843 loss_giou_1: 0.3444 loss_ce_2: 0.2633 loss_bbox_2: 0.1661 loss_giou_2: 0.3213 loss_ce_3: 0.223 loss_bbox_3: 0.1555 loss_giou_3: 0.3137 loss_ce_4: 0.2186 loss_bbox_4: 0.15 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:37] d2.utils.events INFO: eta: 4:06:29 iter: 397419 total_loss: 4.749 loss_ce: 0.2059 loss_bbox: 0.1459 loss_giou: 0.3048 loss_ce_0: 0.4101 loss_bbox_0: 0.2614 loss_giou_0: 0.4738 loss_ce_1: 0.311 loss_bbox_1: 0.1742 loss_giou_1: 0.3496 loss_ce_2: 0.2533 loss_bbox_2: 0.1584 loss_giou_2: 0.3178 loss_ce_3: 0.2156 loss_bbox_3: 0.1545 loss_giou_3: 0.3131 loss_ce_4: 0.2042 loss_bbox_4: 0.148 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:43] d2.utils.events INFO: eta: 4:06:16 iter: 397439 total_loss: 4.705 loss_ce: 0.1963 loss_bbox: 0.1424 loss_giou: 0.2856 loss_ce_0: 0.4367 loss_bbox_0: 0.2496 loss_giou_0: 0.4456 loss_ce_1: 0.3132 loss_bbox_1: 0.1721 loss_giou_1: 0.3347 loss_ce_2: 0.2498 loss_bbox_2: 0.1559 loss_giou_2: 0.3098 loss_ce_3: 0.2165 loss_bbox_3: 0.151 loss_giou_3: 0.3022 loss_ce_4: 0.2029 loss_bbox_4: 0.1469 loss_giou_4: 0.292 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:48] d2.utils.events INFO: eta: 4:06:10 iter: 397459 total_loss: 4.872 loss_ce: 0.195 loss_bbox: 0.1586 loss_giou: 0.3092 loss_ce_0: 0.4376 loss_bbox_0: 0.2702 loss_giou_0: 0.4753 loss_ce_1: 0.319 loss_bbox_1: 0.1873 loss_giou_1: 0.3607 loss_ce_2: 0.2524 loss_bbox_2: 0.1709 loss_giou_2: 0.3268 loss_ce_3: 0.2146 loss_bbox_3: 0.1656 loss_giou_3: 0.3207 loss_ce_4: 0.1982 loss_bbox_4: 0.163 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 21:40:54] d2.utils.events INFO: eta: 4:06:12 iter: 397479 total_loss: 4.903 loss_ce: 0.2102 loss_bbox: 0.1514 loss_giou: 0.3166 loss_ce_0: 0.429 loss_bbox_0: 0.2564 loss_giou_0: 0.4924 loss_ce_1: 0.3207 loss_bbox_1: 0.1733 loss_giou_1: 0.3657 loss_ce_2: 0.2587 loss_bbox_2: 0.1604 loss_giou_2: 0.3341 loss_ce_3: 0.222 loss_bbox_3: 0.1528 loss_giou_3: 0.3263 loss_ce_4: 0.2094 loss_bbox_4: 0.152 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:00] d2.utils.events INFO: eta: 4:06:09 iter: 397499 total_loss: 4.708 loss_ce: 0.2061 loss_bbox: 0.1478 loss_giou: 0.2832 loss_ce_0: 0.431 loss_bbox_0: 0.2554 loss_giou_0: 0.448 loss_ce_1: 0.3178 loss_bbox_1: 0.1685 loss_giou_1: 0.3283 loss_ce_2: 0.2534 loss_bbox_2: 0.1583 loss_giou_2: 0.3003 loss_ce_3: 0.2148 loss_bbox_3: 0.1542 loss_giou_3: 0.2887 loss_ce_4: 0.2083 loss_bbox_4: 0.1522 loss_giou_4: 0.286 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:06] d2.utils.events INFO: eta: 4:06:01 iter: 397519 total_loss: 4.712 loss_ce: 0.2024 loss_bbox: 0.1558 loss_giou: 0.2865 loss_ce_0: 0.4207 loss_bbox_0: 0.2683 loss_giou_0: 0.4398 loss_ce_1: 0.3034 loss_bbox_1: 0.1866 loss_giou_1: 0.3365 loss_ce_2: 0.2442 loss_bbox_2: 0.1702 loss_giou_2: 0.3099 loss_ce_3: 0.2224 loss_bbox_3: 0.1671 loss_giou_3: 0.3019 loss_ce_4: 0.2057 loss_bbox_4: 0.1589 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:11] d2.utils.events INFO: eta: 4:05:56 iter: 397539 total_loss: 4.677 loss_ce: 0.1971 loss_bbox: 0.1654 loss_giou: 0.3111 loss_ce_0: 0.4106 loss_bbox_0: 0.2657 loss_giou_0: 0.4764 loss_ce_1: 0.3096 loss_bbox_1: 0.1874 loss_giou_1: 0.3587 loss_ce_2: 0.2535 loss_bbox_2: 0.1729 loss_giou_2: 0.3331 loss_ce_3: 0.2267 loss_bbox_3: 0.1661 loss_giou_3: 0.3177 loss_ce_4: 0.2114 loss_bbox_4: 0.1633 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:17] d2.utils.events INFO: eta: 4:05:52 iter: 397559 total_loss: 4.936 loss_ce: 0.2033 loss_bbox: 0.1747 loss_giou: 0.324 loss_ce_0: 0.4283 loss_bbox_0: 0.2775 loss_giou_0: 0.4658 loss_ce_1: 0.3089 loss_bbox_1: 0.1974 loss_giou_1: 0.3496 loss_ce_2: 0.2494 loss_bbox_2: 0.1891 loss_giou_2: 0.3285 loss_ce_3: 0.2189 loss_bbox_3: 0.1838 loss_giou_3: 0.3282 loss_ce_4: 0.2005 loss_bbox_4: 0.1799 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:23] d2.utils.events INFO: eta: 4:05:34 iter: 397579 total_loss: 4.892 loss_ce: 0.2211 loss_bbox: 0.1539 loss_giou: 0.3058 loss_ce_0: 0.4409 loss_bbox_0: 0.2734 loss_giou_0: 0.4705 loss_ce_1: 0.3313 loss_bbox_1: 0.1911 loss_giou_1: 0.3502 loss_ce_2: 0.2581 loss_bbox_2: 0.171 loss_giou_2: 0.3299 loss_ce_3: 0.2321 loss_bbox_3: 0.1644 loss_giou_3: 0.3192 loss_ce_4: 0.2172 loss_bbox_4: 0.1562 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:28] d2.utils.events INFO: eta: 4:05:40 iter: 397599 total_loss: 4.964 loss_ce: 0.2318 loss_bbox: 0.1583 loss_giou: 0.3178 loss_ce_0: 0.4307 loss_bbox_0: 0.2671 loss_giou_0: 0.5 loss_ce_1: 0.3267 loss_bbox_1: 0.187 loss_giou_1: 0.3636 loss_ce_2: 0.2636 loss_bbox_2: 0.1705 loss_giou_2: 0.3354 loss_ce_3: 0.2423 loss_bbox_3: 0.1639 loss_giou_3: 0.3241 loss_ce_4: 0.2319 loss_bbox_4: 0.1595 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:34] d2.utils.events INFO: eta: 4:05:33 iter: 397619 total_loss: 4.821 loss_ce: 0.2089 loss_bbox: 0.141 loss_giou: 0.3057 loss_ce_0: 0.4395 loss_bbox_0: 0.254 loss_giou_0: 0.5008 loss_ce_1: 0.3289 loss_bbox_1: 0.1725 loss_giou_1: 0.3556 loss_ce_2: 0.2698 loss_bbox_2: 0.1535 loss_giou_2: 0.3325 loss_ce_3: 0.2313 loss_bbox_3: 0.1481 loss_giou_3: 0.3177 loss_ce_4: 0.2176 loss_bbox_4: 0.1453 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:40] d2.utils.events INFO: eta: 4:05:30 iter: 397639 total_loss: 4.717 loss_ce: 0.2101 loss_bbox: 0.1603 loss_giou: 0.2957 loss_ce_0: 0.4444 loss_bbox_0: 0.2729 loss_giou_0: 0.4674 loss_ce_1: 0.32 loss_bbox_1: 0.1973 loss_giou_1: 0.3401 loss_ce_2: 0.2587 loss_bbox_2: 0.171 loss_giou_2: 0.3124 loss_ce_3: 0.2245 loss_bbox_3: 0.1665 loss_giou_3: 0.3045 loss_ce_4: 0.2039 loss_bbox_4: 0.163 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0339 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:46] d2.utils.events INFO: eta: 4:05:23 iter: 397659 total_loss: 4.637 loss_ce: 0.1904 loss_bbox: 0.1497 loss_giou: 0.3099 loss_ce_0: 0.4168 loss_bbox_0: 0.2553 loss_giou_0: 0.4627 loss_ce_1: 0.3098 loss_bbox_1: 0.1805 loss_giou_1: 0.3457 loss_ce_2: 0.243 loss_bbox_2: 0.1596 loss_giou_2: 0.3203 loss_ce_3: 0.2105 loss_bbox_3: 0.1541 loss_giou_3: 0.3166 loss_ce_4: 0.1952 loss_bbox_4: 0.151 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:51] d2.utils.events INFO: eta: 4:05:19 iter: 397679 total_loss: 4.686 loss_ce: 0.1934 loss_bbox: 0.1366 loss_giou: 0.2881 loss_ce_0: 0.4276 loss_bbox_0: 0.2484 loss_giou_0: 0.4388 loss_ce_1: 0.3065 loss_bbox_1: 0.1681 loss_giou_1: 0.3311 loss_ce_2: 0.2397 loss_bbox_2: 0.1476 loss_giou_2: 0.3074 loss_ce_3: 0.2084 loss_bbox_3: 0.1474 loss_giou_3: 0.2985 loss_ce_4: 0.1906 loss_bbox_4: 0.1432 loss_giou_4: 0.2942 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 21:41:57] d2.utils.events INFO: eta: 4:05:18 iter: 397699 total_loss: 4.702 loss_ce: 0.1922 loss_bbox: 0.15 loss_giou: 0.2961 loss_ce_0: 0.4233 loss_bbox_0: 0.2746 loss_giou_0: 0.4607 loss_ce_1: 0.2982 loss_bbox_1: 0.1776 loss_giou_1: 0.3449 loss_ce_2: 0.2375 loss_bbox_2: 0.1596 loss_giou_2: 0.323 loss_ce_3: 0.2075 loss_bbox_3: 0.1548 loss_giou_3: 0.3078 loss_ce_4: 0.1974 loss_bbox_4: 0.152 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:03] d2.utils.events INFO: eta: 4:05:18 iter: 397719 total_loss: 4.665 loss_ce: 0.1962 loss_bbox: 0.1518 loss_giou: 0.2859 loss_ce_0: 0.4299 loss_bbox_0: 0.2596 loss_giou_0: 0.4391 loss_ce_1: 0.3074 loss_bbox_1: 0.1749 loss_giou_1: 0.3342 loss_ce_2: 0.25 loss_bbox_2: 0.1645 loss_giou_2: 0.3049 loss_ce_3: 0.2333 loss_bbox_3: 0.1584 loss_giou_3: 0.2909 loss_ce_4: 0.2033 loss_bbox_4: 0.1544 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0181 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:08] d2.utils.events INFO: eta: 4:05:13 iter: 397739 total_loss: 4.742 loss_ce: 0.2155 loss_bbox: 0.1609 loss_giou: 0.3076 loss_ce_0: 0.4118 loss_bbox_0: 0.2854 loss_giou_0: 0.4693 loss_ce_1: 0.3018 loss_bbox_1: 0.1953 loss_giou_1: 0.3512 loss_ce_2: 0.2484 loss_bbox_2: 0.1757 loss_giou_2: 0.3266 loss_ce_3: 0.227 loss_bbox_3: 0.1669 loss_giou_3: 0.3162 loss_ce_4: 0.2171 loss_bbox_4: 0.1659 loss_giou_4: 0.3167 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:14] d2.utils.events INFO: eta: 4:05:11 iter: 397759 total_loss: 4.759 loss_ce: 0.1954 loss_bbox: 0.15 loss_giou: 0.3111 loss_ce_0: 0.4229 loss_bbox_0: 0.2682 loss_giou_0: 0.4756 loss_ce_1: 0.2945 loss_bbox_1: 0.1812 loss_giou_1: 0.3537 loss_ce_2: 0.2387 loss_bbox_2: 0.1636 loss_giou_2: 0.3242 loss_ce_3: 0.2098 loss_bbox_3: 0.1588 loss_giou_3: 0.3168 loss_ce_4: 0.2017 loss_bbox_4: 0.1518 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:20] d2.utils.events INFO: eta: 4:05:05 iter: 397779 total_loss: 4.876 loss_ce: 0.2057 loss_bbox: 0.159 loss_giou: 0.3003 loss_ce_0: 0.4239 loss_bbox_0: 0.2771 loss_giou_0: 0.4658 loss_ce_1: 0.3188 loss_bbox_1: 0.1895 loss_giou_1: 0.3476 loss_ce_2: 0.2602 loss_bbox_2: 0.1708 loss_giou_2: 0.3175 loss_ce_3: 0.22 loss_bbox_3: 0.1658 loss_giou_3: 0.3121 loss_ce_4: 0.2065 loss_bbox_4: 0.1616 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:26] d2.utils.events INFO: eta: 4:05:01 iter: 397799 total_loss: 5.295 loss_ce: 0.2448 loss_bbox: 0.1722 loss_giou: 0.3328 loss_ce_0: 0.4382 loss_bbox_0: 0.294 loss_giou_0: 0.5164 loss_ce_1: 0.3437 loss_bbox_1: 0.203 loss_giou_1: 0.3805 loss_ce_2: 0.2914 loss_bbox_2: 0.1856 loss_giou_2: 0.3596 loss_ce_3: 0.262 loss_bbox_3: 0.1792 loss_giou_3: 0.3466 loss_ce_4: 0.2431 loss_bbox_4: 0.1763 loss_giou_4: 0.3435 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:31] d2.utils.events INFO: eta: 4:04:57 iter: 397819 total_loss: 4.799 loss_ce: 0.2167 loss_bbox: 0.1458 loss_giou: 0.3092 loss_ce_0: 0.4169 loss_bbox_0: 0.2575 loss_giou_0: 0.4784 loss_ce_1: 0.3117 loss_bbox_1: 0.1794 loss_giou_1: 0.3504 loss_ce_2: 0.2602 loss_bbox_2: 0.1578 loss_giou_2: 0.3287 loss_ce_3: 0.2299 loss_bbox_3: 0.1536 loss_giou_3: 0.3181 loss_ce_4: 0.2202 loss_bbox_4: 0.1482 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:37] d2.utils.events INFO: eta: 4:04:52 iter: 397839 total_loss: 4.817 loss_ce: 0.2027 loss_bbox: 0.1523 loss_giou: 0.3028 loss_ce_0: 0.4376 loss_bbox_0: 0.2645 loss_giou_0: 0.4532 loss_ce_1: 0.3285 loss_bbox_1: 0.1763 loss_giou_1: 0.3467 loss_ce_2: 0.2609 loss_bbox_2: 0.1645 loss_giou_2: 0.3165 loss_ce_3: 0.2293 loss_bbox_3: 0.1532 loss_giou_3: 0.3146 loss_ce_4: 0.2123 loss_bbox_4: 0.1547 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:43] d2.utils.events INFO: eta: 4:04:49 iter: 397859 total_loss: 4.93 loss_ce: 0.2213 loss_bbox: 0.1728 loss_giou: 0.2981 loss_ce_0: 0.4375 loss_bbox_0: 0.2764 loss_giou_0: 0.4454 loss_ce_1: 0.3307 loss_bbox_1: 0.1967 loss_giou_1: 0.3466 loss_ce_2: 0.2662 loss_bbox_2: 0.1834 loss_giou_2: 0.3261 loss_ce_3: 0.2477 loss_bbox_3: 0.1767 loss_giou_3: 0.3158 loss_ce_4: 0.2358 loss_bbox_4: 0.1732 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:48] d2.utils.events INFO: eta: 4:04:45 iter: 397879 total_loss: 4.659 loss_ce: 0.2004 loss_bbox: 0.1553 loss_giou: 0.2955 loss_ce_0: 0.4212 loss_bbox_0: 0.2704 loss_giou_0: 0.4568 loss_ce_1: 0.2925 loss_bbox_1: 0.1867 loss_giou_1: 0.342 loss_ce_2: 0.2336 loss_bbox_2: 0.1684 loss_giou_2: 0.3183 loss_ce_3: 0.2036 loss_bbox_3: 0.1624 loss_giou_3: 0.3089 loss_ce_4: 0.1989 loss_bbox_4: 0.1553 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 21:42:54] d2.utils.events INFO: eta: 4:04:37 iter: 397899 total_loss: 4.666 loss_ce: 0.195 loss_bbox: 0.1417 loss_giou: 0.2836 loss_ce_0: 0.4132 loss_bbox_0: 0.2515 loss_giou_0: 0.4632 loss_ce_1: 0.3051 loss_bbox_1: 0.166 loss_giou_1: 0.3281 loss_ce_2: 0.2465 loss_bbox_2: 0.153 loss_giou_2: 0.2984 loss_ce_3: 0.2068 loss_bbox_3: 0.15 loss_giou_3: 0.2893 loss_ce_4: 0.1973 loss_bbox_4: 0.1484 loss_giou_4: 0.2857 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:00] d2.utils.events INFO: eta: 4:04:30 iter: 397919 total_loss: 4.8 loss_ce: 0.2092 loss_bbox: 0.153 loss_giou: 0.3073 loss_ce_0: 0.4276 loss_bbox_0: 0.2627 loss_giou_0: 0.4662 loss_ce_1: 0.3217 loss_bbox_1: 0.1761 loss_giou_1: 0.345 loss_ce_2: 0.2542 loss_bbox_2: 0.1597 loss_giou_2: 0.3142 loss_ce_3: 0.2274 loss_bbox_3: 0.1583 loss_giou_3: 0.3093 loss_ce_4: 0.2119 loss_bbox_4: 0.1543 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:06] d2.utils.events INFO: eta: 4:04:26 iter: 397939 total_loss: 4.71 loss_ce: 0.2012 loss_bbox: 0.161 loss_giou: 0.2924 loss_ce_0: 0.4304 loss_bbox_0: 0.27 loss_giou_0: 0.463 loss_ce_1: 0.3223 loss_bbox_1: 0.1819 loss_giou_1: 0.3385 loss_ce_2: 0.2623 loss_bbox_2: 0.1654 loss_giou_2: 0.3132 loss_ce_3: 0.2268 loss_bbox_3: 0.1657 loss_giou_3: 0.307 loss_ce_4: 0.2087 loss_bbox_4: 0.164 loss_giou_4: 0.297 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:11] d2.utils.events INFO: eta: 4:04:16 iter: 397959 total_loss: 4.854 loss_ce: 0.2002 loss_bbox: 0.1561 loss_giou: 0.2869 loss_ce_0: 0.4375 loss_bbox_0: 0.2574 loss_giou_0: 0.464 loss_ce_1: 0.3211 loss_bbox_1: 0.1792 loss_giou_1: 0.3346 loss_ce_2: 0.2649 loss_bbox_2: 0.1644 loss_giou_2: 0.3102 loss_ce_3: 0.2241 loss_bbox_3: 0.1606 loss_giou_3: 0.2999 loss_ce_4: 0.2072 loss_bbox_4: 0.1575 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:17] d2.utils.events INFO: eta: 4:04:01 iter: 397979 total_loss: 4.835 loss_ce: 0.2082 loss_bbox: 0.1572 loss_giou: 0.3107 loss_ce_0: 0.4255 loss_bbox_0: 0.2573 loss_giou_0: 0.4814 loss_ce_1: 0.3347 loss_bbox_1: 0.187 loss_giou_1: 0.3506 loss_ce_2: 0.2705 loss_bbox_2: 0.1637 loss_giou_2: 0.3279 loss_ce_3: 0.2423 loss_bbox_3: 0.1669 loss_giou_3: 0.3139 loss_ce_4: 0.2153 loss_bbox_4: 0.1574 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:23] d2.utils.events INFO: eta: 4:03:59 iter: 397999 total_loss: 4.657 loss_ce: 0.184 loss_bbox: 0.1594 loss_giou: 0.301 loss_ce_0: 0.4057 loss_bbox_0: 0.2577 loss_giou_0: 0.4489 loss_ce_1: 0.292 loss_bbox_1: 0.1809 loss_giou_1: 0.3457 loss_ce_2: 0.2383 loss_bbox_2: 0.1693 loss_giou_2: 0.3187 loss_ce_3: 0.1986 loss_bbox_3: 0.163 loss_giou_3: 0.3105 loss_ce_4: 0.1842 loss_bbox_4: 0.1612 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:28] d2.utils.events INFO: eta: 4:03:54 iter: 398019 total_loss: 4.88 loss_ce: 0.21 loss_bbox: 0.1477 loss_giou: 0.3076 loss_ce_0: 0.4346 loss_bbox_0: 0.2579 loss_giou_0: 0.4932 loss_ce_1: 0.323 loss_bbox_1: 0.1746 loss_giou_1: 0.3599 loss_ce_2: 0.2503 loss_bbox_2: 0.165 loss_giou_2: 0.3306 loss_ce_3: 0.2247 loss_bbox_3: 0.1578 loss_giou_3: 0.3246 loss_ce_4: 0.2173 loss_bbox_4: 0.1537 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:34] d2.utils.events INFO: eta: 4:03:44 iter: 398039 total_loss: 4.568 loss_ce: 0.1845 loss_bbox: 0.1428 loss_giou: 0.2808 loss_ce_0: 0.4304 loss_bbox_0: 0.2531 loss_giou_0: 0.45 loss_ce_1: 0.3044 loss_bbox_1: 0.1741 loss_giou_1: 0.3137 loss_ce_2: 0.2443 loss_bbox_2: 0.1591 loss_giou_2: 0.2919 loss_ce_3: 0.2072 loss_bbox_3: 0.1538 loss_giou_3: 0.2823 loss_ce_4: 0.1944 loss_bbox_4: 0.1485 loss_giou_4: 0.2803 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:40] d2.utils.events INFO: eta: 4:03:34 iter: 398059 total_loss: 5.01 loss_ce: 0.2151 loss_bbox: 0.1671 loss_giou: 0.3167 loss_ce_0: 0.443 loss_bbox_0: 0.2829 loss_giou_0: 0.4764 loss_ce_1: 0.3189 loss_bbox_1: 0.19 loss_giou_1: 0.3541 loss_ce_2: 0.2505 loss_bbox_2: 0.1798 loss_giou_2: 0.336 loss_ce_3: 0.2283 loss_bbox_3: 0.1685 loss_giou_3: 0.3235 loss_ce_4: 0.2141 loss_bbox_4: 0.1674 loss_giou_4: 0.3204 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:45] d2.utils.events INFO: eta: 4:03:25 iter: 398079 total_loss: 4.758 loss_ce: 0.2107 loss_bbox: 0.1497 loss_giou: 0.3086 loss_ce_0: 0.4246 loss_bbox_0: 0.2689 loss_giou_0: 0.4643 loss_ce_1: 0.3221 loss_bbox_1: 0.1833 loss_giou_1: 0.347 loss_ce_2: 0.2642 loss_bbox_2: 0.1633 loss_giou_2: 0.3202 loss_ce_3: 0.2339 loss_bbox_3: 0.1551 loss_giou_3: 0.3124 loss_ce_4: 0.2134 loss_bbox_4: 0.1508 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:51] d2.utils.events INFO: eta: 4:03:15 iter: 398099 total_loss: 4.929 loss_ce: 0.2331 loss_bbox: 0.1628 loss_giou: 0.3187 loss_ce_0: 0.4451 loss_bbox_0: 0.2653 loss_giou_0: 0.4754 loss_ce_1: 0.329 loss_bbox_1: 0.186 loss_giou_1: 0.3593 loss_ce_2: 0.2729 loss_bbox_2: 0.1725 loss_giou_2: 0.3387 loss_ce_3: 0.2442 loss_bbox_3: 0.1702 loss_giou_3: 0.3293 loss_ce_4: 0.2334 loss_bbox_4: 0.1669 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 21:43:57] d2.utils.events INFO: eta: 4:03:06 iter: 398119 total_loss: 4.847 loss_ce: 0.2141 loss_bbox: 0.1455 loss_giou: 0.3237 loss_ce_0: 0.4389 loss_bbox_0: 0.2616 loss_giou_0: 0.4911 loss_ce_1: 0.3258 loss_bbox_1: 0.179 loss_giou_1: 0.3572 loss_ce_2: 0.2626 loss_bbox_2: 0.1605 loss_giou_2: 0.3386 loss_ce_3: 0.2311 loss_bbox_3: 0.1534 loss_giou_3: 0.3318 loss_ce_4: 0.2212 loss_bbox_4: 0.1497 loss_giou_4: 0.3311 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:02] d2.utils.events INFO: eta: 4:03:00 iter: 398139 total_loss: 4.74 loss_ce: 0.199 loss_bbox: 0.156 loss_giou: 0.2951 loss_ce_0: 0.428 loss_bbox_0: 0.266 loss_giou_0: 0.4776 loss_ce_1: 0.2973 loss_bbox_1: 0.1829 loss_giou_1: 0.3464 loss_ce_2: 0.2387 loss_bbox_2: 0.1691 loss_giou_2: 0.3204 loss_ce_3: 0.2187 loss_bbox_3: 0.1577 loss_giou_3: 0.3063 loss_ce_4: 0.1983 loss_bbox_4: 0.1609 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:08] d2.utils.events INFO: eta: 4:02:56 iter: 398159 total_loss: 4.938 loss_ce: 0.2169 loss_bbox: 0.1557 loss_giou: 0.3212 loss_ce_0: 0.4469 loss_bbox_0: 0.2649 loss_giou_0: 0.4889 loss_ce_1: 0.3449 loss_bbox_1: 0.1784 loss_giou_1: 0.3699 loss_ce_2: 0.2768 loss_bbox_2: 0.1612 loss_giou_2: 0.34 loss_ce_3: 0.2425 loss_bbox_3: 0.1604 loss_giou_3: 0.3405 loss_ce_4: 0.2263 loss_bbox_4: 0.1591 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:14] d2.utils.events INFO: eta: 4:02:47 iter: 398179 total_loss: 4.787 loss_ce: 0.2054 loss_bbox: 0.1455 loss_giou: 0.2939 loss_ce_0: 0.432 loss_bbox_0: 0.2531 loss_giou_0: 0.4775 loss_ce_1: 0.3282 loss_bbox_1: 0.1718 loss_giou_1: 0.3368 loss_ce_2: 0.2609 loss_bbox_2: 0.1577 loss_giou_2: 0.322 loss_ce_3: 0.2262 loss_bbox_3: 0.1525 loss_giou_3: 0.3084 loss_ce_4: 0.2206 loss_bbox_4: 0.149 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:19] d2.utils.events INFO: eta: 4:02:44 iter: 398199 total_loss: 4.584 loss_ce: 0.197 loss_bbox: 0.145 loss_giou: 0.2981 loss_ce_0: 0.4026 loss_bbox_0: 0.2498 loss_giou_0: 0.4757 loss_ce_1: 0.2906 loss_bbox_1: 0.1704 loss_giou_1: 0.3584 loss_ce_2: 0.2292 loss_bbox_2: 0.1555 loss_giou_2: 0.3261 loss_ce_3: 0.2018 loss_bbox_3: 0.1519 loss_giou_3: 0.3115 loss_ce_4: 0.1939 loss_bbox_4: 0.1487 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:25] d2.utils.events INFO: eta: 4:02:36 iter: 398219 total_loss: 4.586 loss_ce: 0.1877 loss_bbox: 0.1455 loss_giou: 0.2861 loss_ce_0: 0.4052 loss_bbox_0: 0.2541 loss_giou_0: 0.4352 loss_ce_1: 0.3073 loss_bbox_1: 0.1813 loss_giou_1: 0.3255 loss_ce_2: 0.2368 loss_bbox_2: 0.1611 loss_giou_2: 0.3057 loss_ce_3: 0.2057 loss_bbox_3: 0.152 loss_giou_3: 0.2915 loss_ce_4: 0.1944 loss_bbox_4: 0.1468 loss_giou_4: 0.2902 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:31] d2.utils.events INFO: eta: 4:02:32 iter: 398239 total_loss: 4.859 loss_ce: 0.2044 loss_bbox: 0.1552 loss_giou: 0.3086 loss_ce_0: 0.4277 loss_bbox_0: 0.2715 loss_giou_0: 0.4669 loss_ce_1: 0.3279 loss_bbox_1: 0.1861 loss_giou_1: 0.3495 loss_ce_2: 0.2636 loss_bbox_2: 0.1717 loss_giou_2: 0.3248 loss_ce_3: 0.2257 loss_bbox_3: 0.1629 loss_giou_3: 0.3135 loss_ce_4: 0.2186 loss_bbox_4: 0.1555 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:36] d2.utils.events INFO: eta: 4:02:25 iter: 398259 total_loss: 4.924 loss_ce: 0.2011 loss_bbox: 0.1449 loss_giou: 0.298 loss_ce_0: 0.4198 loss_bbox_0: 0.2504 loss_giou_0: 0.4513 loss_ce_1: 0.3145 loss_bbox_1: 0.1748 loss_giou_1: 0.3496 loss_ce_2: 0.2489 loss_bbox_2: 0.1608 loss_giou_2: 0.323 loss_ce_3: 0.218 loss_bbox_3: 0.1524 loss_giou_3: 0.3113 loss_ce_4: 0.2021 loss_bbox_4: 0.1464 loss_giou_4: 0.3005 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:42] d2.utils.events INFO: eta: 4:02:19 iter: 398279 total_loss: 5.029 loss_ce: 0.231 loss_bbox: 0.1692 loss_giou: 0.3187 loss_ce_0: 0.4485 loss_bbox_0: 0.275 loss_giou_0: 0.4874 loss_ce_1: 0.347 loss_bbox_1: 0.1935 loss_giou_1: 0.36 loss_ce_2: 0.286 loss_bbox_2: 0.1813 loss_giou_2: 0.3312 loss_ce_3: 0.2481 loss_bbox_3: 0.1727 loss_giou_3: 0.3214 loss_ce_4: 0.2375 loss_bbox_4: 0.1696 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:48] d2.utils.events INFO: eta: 4:02:18 iter: 398299 total_loss: 4.742 loss_ce: 0.1953 loss_bbox: 0.1402 loss_giou: 0.315 loss_ce_0: 0.4142 loss_bbox_0: 0.244 loss_giou_0: 0.4911 loss_ce_1: 0.3027 loss_bbox_1: 0.1649 loss_giou_1: 0.3713 loss_ce_2: 0.2508 loss_bbox_2: 0.1542 loss_giou_2: 0.3361 loss_ce_3: 0.2176 loss_bbox_3: 0.1482 loss_giou_3: 0.3266 loss_ce_4: 0.2028 loss_bbox_4: 0.1453 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:53] d2.utils.events INFO: eta: 4:02:13 iter: 398319 total_loss: 4.772 loss_ce: 0.2155 loss_bbox: 0.1505 loss_giou: 0.304 loss_ce_0: 0.4257 loss_bbox_0: 0.268 loss_giou_0: 0.4869 loss_ce_1: 0.3148 loss_bbox_1: 0.1725 loss_giou_1: 0.3493 loss_ce_2: 0.2536 loss_bbox_2: 0.1582 loss_giou_2: 0.3246 loss_ce_3: 0.2286 loss_bbox_3: 0.1569 loss_giou_3: 0.314 loss_ce_4: 0.2137 loss_bbox_4: 0.155 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 21:44:59] d2.utils.events INFO: eta: 4:02:07 iter: 398339 total_loss: 4.815 loss_ce: 0.2052 loss_bbox: 0.1587 loss_giou: 0.295 loss_ce_0: 0.4208 loss_bbox_0: 0.2737 loss_giou_0: 0.4646 loss_ce_1: 0.3169 loss_bbox_1: 0.1848 loss_giou_1: 0.3424 loss_ce_2: 0.2577 loss_bbox_2: 0.1694 loss_giou_2: 0.3149 loss_ce_3: 0.2245 loss_bbox_3: 0.162 loss_giou_3: 0.3029 loss_ce_4: 0.2115 loss_bbox_4: 0.1618 loss_giou_4: 0.3005 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:05] d2.utils.events INFO: eta: 4:01:56 iter: 398359 total_loss: 4.854 loss_ce: 0.1963 loss_bbox: 0.1635 loss_giou: 0.2995 loss_ce_0: 0.4116 loss_bbox_0: 0.268 loss_giou_0: 0.4584 loss_ce_1: 0.2992 loss_bbox_1: 0.1838 loss_giou_1: 0.3416 loss_ce_2: 0.2459 loss_bbox_2: 0.1659 loss_giou_2: 0.3192 loss_ce_3: 0.2193 loss_bbox_3: 0.1633 loss_giou_3: 0.3096 loss_ce_4: 0.1974 loss_bbox_4: 0.1633 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:10] d2.utils.events INFO: eta: 4:01:51 iter: 398379 total_loss: 4.728 loss_ce: 0.2085 loss_bbox: 0.1612 loss_giou: 0.2979 loss_ce_0: 0.4241 loss_bbox_0: 0.272 loss_giou_0: 0.4498 loss_ce_1: 0.3266 loss_bbox_1: 0.1997 loss_giou_1: 0.3396 loss_ce_2: 0.2596 loss_bbox_2: 0.1763 loss_giou_2: 0.3193 loss_ce_3: 0.2399 loss_bbox_3: 0.1655 loss_giou_3: 0.3131 loss_ce_4: 0.2193 loss_bbox_4: 0.1657 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:16] d2.utils.events INFO: eta: 4:01:45 iter: 398399 total_loss: 4.643 loss_ce: 0.2006 loss_bbox: 0.1457 loss_giou: 0.3017 loss_ce_0: 0.4198 loss_bbox_0: 0.2656 loss_giou_0: 0.4635 loss_ce_1: 0.3101 loss_bbox_1: 0.1796 loss_giou_1: 0.3501 loss_ce_2: 0.2491 loss_bbox_2: 0.1609 loss_giou_2: 0.3179 loss_ce_3: 0.2141 loss_bbox_3: 0.1528 loss_giou_3: 0.3134 loss_ce_4: 0.2013 loss_bbox_4: 0.1508 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:22] d2.utils.events INFO: eta: 4:01:39 iter: 398419 total_loss: 4.467 loss_ce: 0.1874 loss_bbox: 0.1474 loss_giou: 0.2737 loss_ce_0: 0.4203 loss_bbox_0: 0.2533 loss_giou_0: 0.433 loss_ce_1: 0.3135 loss_bbox_1: 0.1748 loss_giou_1: 0.3111 loss_ce_2: 0.2341 loss_bbox_2: 0.1579 loss_giou_2: 0.2853 loss_ce_3: 0.2149 loss_bbox_3: 0.1526 loss_giou_3: 0.2776 loss_ce_4: 0.1968 loss_bbox_4: 0.1482 loss_giou_4: 0.2782 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:28] d2.utils.events INFO: eta: 4:01:34 iter: 398439 total_loss: 4.707 loss_ce: 0.1897 loss_bbox: 0.1584 loss_giou: 0.2961 loss_ce_0: 0.4224 loss_bbox_0: 0.2657 loss_giou_0: 0.4575 loss_ce_1: 0.3065 loss_bbox_1: 0.1876 loss_giou_1: 0.3414 loss_ce_2: 0.2354 loss_bbox_2: 0.1717 loss_giou_2: 0.3135 loss_ce_3: 0.2116 loss_bbox_3: 0.1658 loss_giou_3: 0.3014 loss_ce_4: 0.1935 loss_bbox_4: 0.1622 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:33] d2.utils.events INFO: eta: 4:01:30 iter: 398459 total_loss: 5.026 loss_ce: 0.2186 loss_bbox: 0.1559 loss_giou: 0.3155 loss_ce_0: 0.4432 loss_bbox_0: 0.2598 loss_giou_0: 0.4824 loss_ce_1: 0.3305 loss_bbox_1: 0.1876 loss_giou_1: 0.3693 loss_ce_2: 0.2705 loss_bbox_2: 0.1745 loss_giou_2: 0.3357 loss_ce_3: 0.242 loss_bbox_3: 0.1677 loss_giou_3: 0.3324 loss_ce_4: 0.2265 loss_bbox_4: 0.1615 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:39] d2.utils.events INFO: eta: 4:01:24 iter: 398479 total_loss: 4.591 loss_ce: 0.2027 loss_bbox: 0.1424 loss_giou: 0.2957 loss_ce_0: 0.436 loss_bbox_0: 0.2572 loss_giou_0: 0.4879 loss_ce_1: 0.3071 loss_bbox_1: 0.1813 loss_giou_1: 0.3554 loss_ce_2: 0.2479 loss_bbox_2: 0.1628 loss_giou_2: 0.3224 loss_ce_3: 0.2146 loss_bbox_3: 0.1505 loss_giou_3: 0.3148 loss_ce_4: 0.2024 loss_bbox_4: 0.147 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0168 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:45] d2.utils.events INFO: eta: 4:01:17 iter: 398499 total_loss: 4.713 loss_ce: 0.2011 loss_bbox: 0.1614 loss_giou: 0.2951 loss_ce_0: 0.4195 loss_bbox_0: 0.2619 loss_giou_0: 0.4424 loss_ce_1: 0.306 loss_bbox_1: 0.1855 loss_giou_1: 0.334 loss_ce_2: 0.2475 loss_bbox_2: 0.1702 loss_giou_2: 0.3114 loss_ce_3: 0.2153 loss_bbox_3: 0.1639 loss_giou_3: 0.3061 loss_ce_4: 0.2071 loss_bbox_4: 0.1619 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:50] d2.utils.events INFO: eta: 4:01:11 iter: 398519 total_loss: 4.814 loss_ce: 0.2097 loss_bbox: 0.1544 loss_giou: 0.3014 loss_ce_0: 0.4352 loss_bbox_0: 0.2594 loss_giou_0: 0.4533 loss_ce_1: 0.3293 loss_bbox_1: 0.1883 loss_giou_1: 0.3467 loss_ce_2: 0.2666 loss_bbox_2: 0.1784 loss_giou_2: 0.3197 loss_ce_3: 0.2327 loss_bbox_3: 0.1661 loss_giou_3: 0.3121 loss_ce_4: 0.2147 loss_bbox_4: 0.1585 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:45:56] d2.utils.events INFO: eta: 4:01:05 iter: 398539 total_loss: 4.983 loss_ce: 0.2138 loss_bbox: 0.1736 loss_giou: 0.2939 loss_ce_0: 0.4526 loss_bbox_0: 0.2886 loss_giou_0: 0.4508 loss_ce_1: 0.3463 loss_bbox_1: 0.2067 loss_giou_1: 0.3511 loss_ce_2: 0.2736 loss_bbox_2: 0.1865 loss_giou_2: 0.3174 loss_ce_3: 0.2366 loss_bbox_3: 0.181 loss_giou_3: 0.3062 loss_ce_4: 0.2203 loss_bbox_4: 0.1744 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:02] d2.utils.events INFO: eta: 4:00:58 iter: 398559 total_loss: 4.715 loss_ce: 0.2071 loss_bbox: 0.1388 loss_giou: 0.2956 loss_ce_0: 0.4245 loss_bbox_0: 0.2539 loss_giou_0: 0.4624 loss_ce_1: 0.3084 loss_bbox_1: 0.1701 loss_giou_1: 0.3414 loss_ce_2: 0.2564 loss_bbox_2: 0.1559 loss_giou_2: 0.3215 loss_ce_3: 0.2294 loss_bbox_3: 0.1476 loss_giou_3: 0.3128 loss_ce_4: 0.2125 loss_bbox_4: 0.1459 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:07] d2.utils.events INFO: eta: 4:00:56 iter: 398579 total_loss: 4.912 loss_ce: 0.2129 loss_bbox: 0.1468 loss_giou: 0.3161 loss_ce_0: 0.4384 loss_bbox_0: 0.2506 loss_giou_0: 0.4831 loss_ce_1: 0.3409 loss_bbox_1: 0.1681 loss_giou_1: 0.3556 loss_ce_2: 0.2814 loss_bbox_2: 0.1554 loss_giou_2: 0.3401 loss_ce_3: 0.2452 loss_bbox_3: 0.1524 loss_giou_3: 0.3223 loss_ce_4: 0.2263 loss_bbox_4: 0.1483 loss_giou_4: 0.3217 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:13] d2.utils.events INFO: eta: 4:00:47 iter: 398599 total_loss: 4.766 loss_ce: 0.2042 loss_bbox: 0.1489 loss_giou: 0.3076 loss_ce_0: 0.4282 loss_bbox_0: 0.2632 loss_giou_0: 0.4765 loss_ce_1: 0.3086 loss_bbox_1: 0.177 loss_giou_1: 0.3547 loss_ce_2: 0.2621 loss_bbox_2: 0.1674 loss_giou_2: 0.3256 loss_ce_3: 0.2289 loss_bbox_3: 0.159 loss_giou_3: 0.3154 loss_ce_4: 0.2147 loss_bbox_4: 0.1542 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:19] d2.utils.events INFO: eta: 4:00:44 iter: 398619 total_loss: 4.945 loss_ce: 0.2172 loss_bbox: 0.16 loss_giou: 0.3095 loss_ce_0: 0.4301 loss_bbox_0: 0.2606 loss_giou_0: 0.4825 loss_ce_1: 0.3175 loss_bbox_1: 0.1822 loss_giou_1: 0.3581 loss_ce_2: 0.2717 loss_bbox_2: 0.1719 loss_giou_2: 0.3288 loss_ce_3: 0.2391 loss_bbox_3: 0.1623 loss_giou_3: 0.3191 loss_ce_4: 0.2138 loss_bbox_4: 0.1602 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:24] d2.utils.events INFO: eta: 4:00:36 iter: 398639 total_loss: 4.757 loss_ce: 0.2113 loss_bbox: 0.1578 loss_giou: 0.303 loss_ce_0: 0.4306 loss_bbox_0: 0.2604 loss_giou_0: 0.4529 loss_ce_1: 0.3156 loss_bbox_1: 0.1877 loss_giou_1: 0.3422 loss_ce_2: 0.2582 loss_bbox_2: 0.1692 loss_giou_2: 0.3174 loss_ce_3: 0.2252 loss_bbox_3: 0.1618 loss_giou_3: 0.3125 loss_ce_4: 0.2123 loss_bbox_4: 0.1594 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:30] d2.utils.events INFO: eta: 4:00:27 iter: 398659 total_loss: 5.081 loss_ce: 0.2275 loss_bbox: 0.1573 loss_giou: 0.2965 loss_ce_0: 0.4458 loss_bbox_0: 0.276 loss_giou_0: 0.4607 loss_ce_1: 0.3397 loss_bbox_1: 0.1851 loss_giou_1: 0.3473 loss_ce_2: 0.2821 loss_bbox_2: 0.1669 loss_giou_2: 0.3218 loss_ce_3: 0.25 loss_bbox_3: 0.1656 loss_giou_3: 0.3144 loss_ce_4: 0.2337 loss_bbox_4: 0.1594 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:36] d2.utils.events INFO: eta: 4:00:23 iter: 398679 total_loss: 4.468 loss_ce: 0.1925 loss_bbox: 0.1376 loss_giou: 0.282 loss_ce_0: 0.4254 loss_bbox_0: 0.2487 loss_giou_0: 0.4399 loss_ce_1: 0.308 loss_bbox_1: 0.1682 loss_giou_1: 0.3194 loss_ce_2: 0.2416 loss_bbox_2: 0.1493 loss_giou_2: 0.2942 loss_ce_3: 0.2088 loss_bbox_3: 0.1422 loss_giou_3: 0.2865 loss_ce_4: 0.1903 loss_bbox_4: 0.1374 loss_giou_4: 0.283 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:41] d2.utils.events INFO: eta: 4:00:15 iter: 398699 total_loss: 4.971 loss_ce: 0.2152 loss_bbox: 0.1558 loss_giou: 0.3191 loss_ce_0: 0.4448 loss_bbox_0: 0.2569 loss_giou_0: 0.4824 loss_ce_1: 0.3357 loss_bbox_1: 0.1828 loss_giou_1: 0.3582 loss_ce_2: 0.2726 loss_bbox_2: 0.1691 loss_giou_2: 0.3373 loss_ce_3: 0.2416 loss_bbox_3: 0.1626 loss_giou_3: 0.3273 loss_ce_4: 0.2232 loss_bbox_4: 0.1576 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:47] d2.utils.events INFO: eta: 4:00:09 iter: 398719 total_loss: 4.735 loss_ce: 0.1976 loss_bbox: 0.1552 loss_giou: 0.2977 loss_ce_0: 0.4252 loss_bbox_0: 0.2553 loss_giou_0: 0.4414 loss_ce_1: 0.3096 loss_bbox_1: 0.1834 loss_giou_1: 0.3419 loss_ce_2: 0.2479 loss_bbox_2: 0.1663 loss_giou_2: 0.3201 loss_ce_3: 0.2106 loss_bbox_3: 0.1571 loss_giou_3: 0.3168 loss_ce_4: 0.19 loss_bbox_4: 0.1585 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:53] d2.utils.events INFO: eta: 4:00:08 iter: 398739 total_loss: 4.625 loss_ce: 0.1978 loss_bbox: 0.157 loss_giou: 0.298 loss_ce_0: 0.4353 loss_bbox_0: 0.2619 loss_giou_0: 0.4708 loss_ce_1: 0.3185 loss_bbox_1: 0.1863 loss_giou_1: 0.3518 loss_ce_2: 0.258 loss_bbox_2: 0.1707 loss_giou_2: 0.3203 loss_ce_3: 0.2236 loss_bbox_3: 0.1612 loss_giou_3: 0.3049 loss_ce_4: 0.201 loss_bbox_4: 0.1601 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:46:58] d2.utils.events INFO: eta: 4:00:04 iter: 398759 total_loss: 4.717 loss_ce: 0.1983 loss_bbox: 0.1509 loss_giou: 0.2871 loss_ce_0: 0.4368 loss_bbox_0: 0.2612 loss_giou_0: 0.4756 loss_ce_1: 0.3117 loss_bbox_1: 0.1768 loss_giou_1: 0.3385 loss_ce_2: 0.2558 loss_bbox_2: 0.1628 loss_giou_2: 0.306 loss_ce_3: 0.2165 loss_bbox_3: 0.1526 loss_giou_3: 0.2945 loss_ce_4: 0.2036 loss_bbox_4: 0.1509 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0143 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:04] d2.utils.events INFO: eta: 3:59:56 iter: 398779 total_loss: 4.838 loss_ce: 0.2029 loss_bbox: 0.1423 loss_giou: 0.299 loss_ce_0: 0.4238 loss_bbox_0: 0.2458 loss_giou_0: 0.47 loss_ce_1: 0.3067 loss_bbox_1: 0.1709 loss_giou_1: 0.3541 loss_ce_2: 0.2428 loss_bbox_2: 0.1512 loss_giou_2: 0.3156 loss_ce_3: 0.2172 loss_bbox_3: 0.1485 loss_giou_3: 0.3079 loss_ce_4: 0.1993 loss_bbox_4: 0.145 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0165 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:10] d2.utils.events INFO: eta: 3:59:49 iter: 398799 total_loss: 4.566 loss_ce: 0.1865 loss_bbox: 0.1462 loss_giou: 0.2972 loss_ce_0: 0.4111 loss_bbox_0: 0.254 loss_giou_0: 0.4573 loss_ce_1: 0.3021 loss_bbox_1: 0.178 loss_giou_1: 0.3423 loss_ce_2: 0.2333 loss_bbox_2: 0.1587 loss_giou_2: 0.3095 loss_ce_3: 0.1971 loss_bbox_3: 0.152 loss_giou_3: 0.3013 loss_ce_4: 0.1896 loss_bbox_4: 0.1492 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:15] d2.utils.events INFO: eta: 3:59:48 iter: 398819 total_loss: 4.792 loss_ce: 0.2039 loss_bbox: 0.1627 loss_giou: 0.2994 loss_ce_0: 0.4276 loss_bbox_0: 0.2675 loss_giou_0: 0.4651 loss_ce_1: 0.3188 loss_bbox_1: 0.1833 loss_giou_1: 0.3394 loss_ce_2: 0.2584 loss_bbox_2: 0.1669 loss_giou_2: 0.317 loss_ce_3: 0.2233 loss_bbox_3: 0.1646 loss_giou_3: 0.3137 loss_ce_4: 0.2125 loss_bbox_4: 0.1625 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:21] d2.utils.events INFO: eta: 3:59:44 iter: 398839 total_loss: 4.908 loss_ce: 0.2013 loss_bbox: 0.148 loss_giou: 0.307 loss_ce_0: 0.4337 loss_bbox_0: 0.2572 loss_giou_0: 0.4798 loss_ce_1: 0.3185 loss_bbox_1: 0.1736 loss_giou_1: 0.3618 loss_ce_2: 0.259 loss_bbox_2: 0.16 loss_giou_2: 0.3314 loss_ce_3: 0.2311 loss_bbox_3: 0.1572 loss_giou_3: 0.3149 loss_ce_4: 0.2053 loss_bbox_4: 0.1495 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:27] d2.utils.events INFO: eta: 3:59:34 iter: 398859 total_loss: 4.953 loss_ce: 0.2083 loss_bbox: 0.1566 loss_giou: 0.3045 loss_ce_0: 0.4394 loss_bbox_0: 0.2569 loss_giou_0: 0.4699 loss_ce_1: 0.3165 loss_bbox_1: 0.1933 loss_giou_1: 0.3482 loss_ce_2: 0.2548 loss_bbox_2: 0.1756 loss_giou_2: 0.3236 loss_ce_3: 0.2327 loss_bbox_3: 0.1651 loss_giou_3: 0.3157 loss_ce_4: 0.2145 loss_bbox_4: 0.1607 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:32] d2.utils.events INFO: eta: 3:59:26 iter: 398879 total_loss: 4.804 loss_ce: 0.2294 loss_bbox: 0.1515 loss_giou: 0.2966 loss_ce_0: 0.4476 loss_bbox_0: 0.2573 loss_giou_0: 0.4545 loss_ce_1: 0.3293 loss_bbox_1: 0.1729 loss_giou_1: 0.3366 loss_ce_2: 0.2706 loss_bbox_2: 0.1598 loss_giou_2: 0.3201 loss_ce_3: 0.238 loss_bbox_3: 0.1577 loss_giou_3: 0.302 loss_ce_4: 0.226 loss_bbox_4: 0.1534 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:38] d2.utils.events INFO: eta: 3:59:18 iter: 398899 total_loss: 4.742 loss_ce: 0.1955 loss_bbox: 0.1598 loss_giou: 0.2938 loss_ce_0: 0.4256 loss_bbox_0: 0.2681 loss_giou_0: 0.4441 loss_ce_1: 0.3076 loss_bbox_1: 0.1827 loss_giou_1: 0.3331 loss_ce_2: 0.2525 loss_bbox_2: 0.1661 loss_giou_2: 0.3147 loss_ce_3: 0.22 loss_bbox_3: 0.1655 loss_giou_3: 0.3022 loss_ce_4: 0.2005 loss_bbox_4: 0.1637 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:44] d2.utils.events INFO: eta: 3:59:13 iter: 398919 total_loss: 4.913 loss_ce: 0.2014 loss_bbox: 0.1444 loss_giou: 0.2981 loss_ce_0: 0.4428 loss_bbox_0: 0.258 loss_giou_0: 0.4563 loss_ce_1: 0.315 loss_bbox_1: 0.1798 loss_giou_1: 0.3322 loss_ce_2: 0.2498 loss_bbox_2: 0.155 loss_giou_2: 0.3146 loss_ce_3: 0.226 loss_bbox_3: 0.1519 loss_giou_3: 0.3084 loss_ce_4: 0.2029 loss_bbox_4: 0.1456 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:50] d2.utils.events INFO: eta: 3:59:11 iter: 398939 total_loss: 4.87 loss_ce: 0.218 loss_bbox: 0.1503 loss_giou: 0.3273 loss_ce_0: 0.4424 loss_bbox_0: 0.2625 loss_giou_0: 0.5013 loss_ce_1: 0.323 loss_bbox_1: 0.1745 loss_giou_1: 0.3738 loss_ce_2: 0.2462 loss_bbox_2: 0.1584 loss_giou_2: 0.3517 loss_ce_3: 0.2259 loss_bbox_3: 0.1518 loss_giou_3: 0.3339 loss_ce_4: 0.211 loss_bbox_4: 0.1539 loss_giou_4: 0.3285 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:47:55] d2.utils.events INFO: eta: 3:59:04 iter: 398959 total_loss: 4.802 loss_ce: 0.2044 loss_bbox: 0.1595 loss_giou: 0.297 loss_ce_0: 0.4325 loss_bbox_0: 0.2782 loss_giou_0: 0.4617 loss_ce_1: 0.3114 loss_bbox_1: 0.1888 loss_giou_1: 0.3446 loss_ce_2: 0.2556 loss_bbox_2: 0.1683 loss_giou_2: 0.3165 loss_ce_3: 0.2265 loss_bbox_3: 0.1622 loss_giou_3: 0.3046 loss_ce_4: 0.2039 loss_bbox_4: 0.1607 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:01] d2.utils.events INFO: eta: 3:58:58 iter: 398979 total_loss: 4.571 loss_ce: 0.2033 loss_bbox: 0.1631 loss_giou: 0.2962 loss_ce_0: 0.4378 loss_bbox_0: 0.2699 loss_giou_0: 0.4358 loss_ce_1: 0.3113 loss_bbox_1: 0.1974 loss_giou_1: 0.3333 loss_ce_2: 0.2512 loss_bbox_2: 0.1704 loss_giou_2: 0.3089 loss_ce_3: 0.2298 loss_bbox_3: 0.1631 loss_giou_3: 0.2988 loss_ce_4: 0.2084 loss_bbox_4: 0.1609 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:07] d2.utils.events INFO: eta: 3:58:52 iter: 398999 total_loss: 4.585 loss_ce: 0.2 loss_bbox: 0.1513 loss_giou: 0.2881 loss_ce_0: 0.4332 loss_bbox_0: 0.2446 loss_giou_0: 0.4762 loss_ce_1: 0.3122 loss_bbox_1: 0.1765 loss_giou_1: 0.3375 loss_ce_2: 0.2457 loss_bbox_2: 0.1599 loss_giou_2: 0.3079 loss_ce_3: 0.2295 loss_bbox_3: 0.1577 loss_giou_3: 0.298 loss_ce_4: 0.2041 loss_bbox_4: 0.1537 loss_giou_4: 0.2885 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:12] d2.utils.events INFO: eta: 3:58:45 iter: 399019 total_loss: 4.587 loss_ce: 0.1879 loss_bbox: 0.1623 loss_giou: 0.2868 loss_ce_0: 0.4204 loss_bbox_0: 0.2621 loss_giou_0: 0.4327 loss_ce_1: 0.3035 loss_bbox_1: 0.1873 loss_giou_1: 0.3259 loss_ce_2: 0.2433 loss_bbox_2: 0.1686 loss_giou_2: 0.3028 loss_ce_3: 0.2116 loss_bbox_3: 0.169 loss_giou_3: 0.2985 loss_ce_4: 0.1963 loss_bbox_4: 0.1637 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:18] d2.utils.events INFO: eta: 3:58:41 iter: 399039 total_loss: 4.818 loss_ce: 0.2049 loss_bbox: 0.1592 loss_giou: 0.306 loss_ce_0: 0.4427 loss_bbox_0: 0.2687 loss_giou_0: 0.4974 loss_ce_1: 0.3212 loss_bbox_1: 0.1895 loss_giou_1: 0.3585 loss_ce_2: 0.2653 loss_bbox_2: 0.1733 loss_giou_2: 0.333 loss_ce_3: 0.2302 loss_bbox_3: 0.1646 loss_giou_3: 0.32 loss_ce_4: 0.2057 loss_bbox_4: 0.1641 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0321 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:24] d2.utils.events INFO: eta: 3:58:35 iter: 399059 total_loss: 4.848 loss_ce: 0.2115 loss_bbox: 0.1586 loss_giou: 0.3175 loss_ce_0: 0.4402 loss_bbox_0: 0.2655 loss_giou_0: 0.4739 loss_ce_1: 0.323 loss_bbox_1: 0.1886 loss_giou_1: 0.3492 loss_ce_2: 0.2636 loss_bbox_2: 0.1693 loss_giou_2: 0.3226 loss_ce_3: 0.2355 loss_bbox_3: 0.1608 loss_giou_3: 0.3177 loss_ce_4: 0.2181 loss_bbox_4: 0.1587 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:30] d2.utils.events INFO: eta: 3:58:30 iter: 399079 total_loss: 4.923 loss_ce: 0.2228 loss_bbox: 0.155 loss_giou: 0.3113 loss_ce_0: 0.4397 loss_bbox_0: 0.2666 loss_giou_0: 0.4784 loss_ce_1: 0.326 loss_bbox_1: 0.1799 loss_giou_1: 0.3571 loss_ce_2: 0.2748 loss_bbox_2: 0.1649 loss_giou_2: 0.3339 loss_ce_3: 0.2454 loss_bbox_3: 0.1581 loss_giou_3: 0.3226 loss_ce_4: 0.2239 loss_bbox_4: 0.1541 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:35] d2.utils.events INFO: eta: 3:58:30 iter: 399099 total_loss: 4.646 loss_ce: 0.2081 loss_bbox: 0.1553 loss_giou: 0.2928 loss_ce_0: 0.4234 loss_bbox_0: 0.2695 loss_giou_0: 0.4617 loss_ce_1: 0.3142 loss_bbox_1: 0.1831 loss_giou_1: 0.3391 loss_ce_2: 0.2548 loss_bbox_2: 0.169 loss_giou_2: 0.3183 loss_ce_3: 0.2283 loss_bbox_3: 0.1596 loss_giou_3: 0.3057 loss_ce_4: 0.2091 loss_bbox_4: 0.1581 loss_giou_4: 0.2969 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:41] d2.utils.events INFO: eta: 3:58:31 iter: 399119 total_loss: 4.891 loss_ce: 0.2141 loss_bbox: 0.1535 loss_giou: 0.3144 loss_ce_0: 0.4271 loss_bbox_0: 0.2668 loss_giou_0: 0.4707 loss_ce_1: 0.3248 loss_bbox_1: 0.1871 loss_giou_1: 0.3712 loss_ce_2: 0.2658 loss_bbox_2: 0.1732 loss_giou_2: 0.341 loss_ce_3: 0.2315 loss_bbox_3: 0.1633 loss_giou_3: 0.3299 loss_ce_4: 0.2171 loss_bbox_4: 0.1561 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:47] d2.utils.events INFO: eta: 3:58:23 iter: 399139 total_loss: 4.807 loss_ce: 0.1985 loss_bbox: 0.1583 loss_giou: 0.2931 loss_ce_0: 0.4313 loss_bbox_0: 0.2748 loss_giou_0: 0.4511 loss_ce_1: 0.3146 loss_bbox_1: 0.1961 loss_giou_1: 0.3412 loss_ce_2: 0.2421 loss_bbox_2: 0.1734 loss_giou_2: 0.3156 loss_ce_3: 0.2149 loss_bbox_3: 0.1707 loss_giou_3: 0.3071 loss_ce_4: 0.2062 loss_bbox_4: 0.1634 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0212 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:52] d2.utils.events INFO: eta: 3:58:16 iter: 399159 total_loss: 4.779 loss_ce: 0.1991 loss_bbox: 0.1601 loss_giou: 0.2953 loss_ce_0: 0.4178 loss_bbox_0: 0.2616 loss_giou_0: 0.4585 loss_ce_1: 0.308 loss_bbox_1: 0.1796 loss_giou_1: 0.3375 loss_ce_2: 0.2402 loss_bbox_2: 0.1723 loss_giou_2: 0.3148 loss_ce_3: 0.211 loss_bbox_3: 0.1673 loss_giou_3: 0.3008 loss_ce_4: 0.2007 loss_bbox_4: 0.1638 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:48:58] d2.utils.events INFO: eta: 3:58:17 iter: 399179 total_loss: 4.641 loss_ce: 0.2116 loss_bbox: 0.1493 loss_giou: 0.303 loss_ce_0: 0.4325 loss_bbox_0: 0.2667 loss_giou_0: 0.4382 loss_ce_1: 0.3392 loss_bbox_1: 0.1845 loss_giou_1: 0.3351 loss_ce_2: 0.2797 loss_bbox_2: 0.1641 loss_giou_2: 0.3186 loss_ce_3: 0.227 loss_bbox_3: 0.1574 loss_giou_3: 0.3132 loss_ce_4: 0.215 loss_bbox_4: 0.1518 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0183 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:04] d2.utils.events INFO: eta: 3:58:11 iter: 399199 total_loss: 4.821 loss_ce: 0.2138 loss_bbox: 0.1622 loss_giou: 0.301 loss_ce_0: 0.4356 loss_bbox_0: 0.28 loss_giou_0: 0.4784 loss_ce_1: 0.3263 loss_bbox_1: 0.1809 loss_giou_1: 0.3396 loss_ce_2: 0.2713 loss_bbox_2: 0.1718 loss_giou_2: 0.317 loss_ce_3: 0.2332 loss_bbox_3: 0.168 loss_giou_3: 0.3083 loss_ce_4: 0.2188 loss_bbox_4: 0.1629 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0206 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:09] d2.utils.events INFO: eta: 3:58:05 iter: 399219 total_loss: 4.842 loss_ce: 0.2195 loss_bbox: 0.1495 loss_giou: 0.3036 loss_ce_0: 0.4416 loss_bbox_0: 0.2618 loss_giou_0: 0.4536 loss_ce_1: 0.3249 loss_bbox_1: 0.1785 loss_giou_1: 0.3558 loss_ce_2: 0.2643 loss_bbox_2: 0.1612 loss_giou_2: 0.3267 loss_ce_3: 0.2364 loss_bbox_3: 0.1565 loss_giou_3: 0.316 loss_ce_4: 0.2289 loss_bbox_4: 0.1506 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:15] d2.utils.events INFO: eta: 3:58:00 iter: 399239 total_loss: 4.775 loss_ce: 0.1987 loss_bbox: 0.1589 loss_giou: 0.2893 loss_ce_0: 0.4177 loss_bbox_0: 0.2654 loss_giou_0: 0.4411 loss_ce_1: 0.3223 loss_bbox_1: 0.1778 loss_giou_1: 0.3246 loss_ce_2: 0.252 loss_bbox_2: 0.1693 loss_giou_2: 0.2999 loss_ce_3: 0.2182 loss_bbox_3: 0.1643 loss_giou_3: 0.2933 loss_ce_4: 0.2016 loss_bbox_4: 0.1612 loss_giou_4: 0.2903 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:21] d2.utils.events INFO: eta: 3:57:54 iter: 399259 total_loss: 4.569 loss_ce: 0.1939 loss_bbox: 0.1462 loss_giou: 0.2848 loss_ce_0: 0.4111 loss_bbox_0: 0.2502 loss_giou_0: 0.4448 loss_ce_1: 0.3046 loss_bbox_1: 0.1722 loss_giou_1: 0.3251 loss_ce_2: 0.246 loss_bbox_2: 0.161 loss_giou_2: 0.3029 loss_ce_3: 0.2215 loss_bbox_3: 0.1544 loss_giou_3: 0.2926 loss_ce_4: 0.1971 loss_bbox_4: 0.1479 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:26] d2.utils.events INFO: eta: 3:57:50 iter: 399279 total_loss: 4.88 loss_ce: 0.2221 loss_bbox: 0.1611 loss_giou: 0.2944 loss_ce_0: 0.4324 loss_bbox_0: 0.2757 loss_giou_0: 0.4625 loss_ce_1: 0.334 loss_bbox_1: 0.1957 loss_giou_1: 0.3537 loss_ce_2: 0.2755 loss_bbox_2: 0.1733 loss_giou_2: 0.3205 loss_ce_3: 0.2375 loss_bbox_3: 0.1684 loss_giou_3: 0.3048 loss_ce_4: 0.2237 loss_bbox_4: 0.1641 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:32] d2.utils.events INFO: eta: 3:57:45 iter: 399299 total_loss: 4.901 loss_ce: 0.2096 loss_bbox: 0.17 loss_giou: 0.2984 loss_ce_0: 0.4328 loss_bbox_0: 0.2727 loss_giou_0: 0.4733 loss_ce_1: 0.33 loss_bbox_1: 0.192 loss_giou_1: 0.3463 loss_ce_2: 0.2627 loss_bbox_2: 0.1838 loss_giou_2: 0.3211 loss_ce_3: 0.2291 loss_bbox_3: 0.1781 loss_giou_3: 0.3092 loss_ce_4: 0.2101 loss_bbox_4: 0.1686 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:38] d2.utils.events INFO: eta: 3:57:41 iter: 399319 total_loss: 4.809 loss_ce: 0.2132 loss_bbox: 0.1533 loss_giou: 0.305 loss_ce_0: 0.4332 loss_bbox_0: 0.2575 loss_giou_0: 0.4511 loss_ce_1: 0.3185 loss_bbox_1: 0.1781 loss_giou_1: 0.3401 loss_ce_2: 0.2611 loss_bbox_2: 0.1645 loss_giou_2: 0.3161 loss_ce_3: 0.2242 loss_bbox_3: 0.1619 loss_giou_3: 0.313 loss_ce_4: 0.2062 loss_bbox_4: 0.1537 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:43] d2.utils.events INFO: eta: 3:57:32 iter: 399339 total_loss: 4.498 loss_ce: 0.1751 loss_bbox: 0.1446 loss_giou: 0.2862 loss_ce_0: 0.4169 loss_bbox_0: 0.2544 loss_giou_0: 0.4422 loss_ce_1: 0.3073 loss_bbox_1: 0.1722 loss_giou_1: 0.3276 loss_ce_2: 0.2288 loss_bbox_2: 0.153 loss_giou_2: 0.3014 loss_ce_3: 0.1998 loss_bbox_3: 0.1481 loss_giou_3: 0.2974 loss_ce_4: 0.1851 loss_bbox_4: 0.1467 loss_giou_4: 0.292 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:49] d2.utils.events INFO: eta: 3:57:27 iter: 399359 total_loss: 4.664 loss_ce: 0.1965 loss_bbox: 0.1545 loss_giou: 0.285 loss_ce_0: 0.4119 loss_bbox_0: 0.2636 loss_giou_0: 0.4489 loss_ce_1: 0.3039 loss_bbox_1: 0.1927 loss_giou_1: 0.335 loss_ce_2: 0.2449 loss_bbox_2: 0.1749 loss_giou_2: 0.3008 loss_ce_3: 0.2094 loss_bbox_3: 0.1654 loss_giou_3: 0.295 loss_ce_4: 0.2003 loss_bbox_4: 0.157 loss_giou_4: 0.2872 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 21:49:55] d2.utils.events INFO: eta: 3:57:28 iter: 399379 total_loss: 4.725 loss_ce: 0.2026 loss_bbox: 0.1517 loss_giou: 0.2905 loss_ce_0: 0.428 loss_bbox_0: 0.2597 loss_giou_0: 0.464 loss_ce_1: 0.3049 loss_bbox_1: 0.1765 loss_giou_1: 0.3362 loss_ce_2: 0.2444 loss_bbox_2: 0.1632 loss_giou_2: 0.3103 loss_ce_3: 0.2108 loss_bbox_3: 0.1578 loss_giou_3: 0.2963 loss_ce_4: 0.2085 loss_bbox_4: 0.1523 loss_giou_4: 0.2932 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:01] d2.utils.events INFO: eta: 3:57:15 iter: 399399 total_loss: 4.943 loss_ce: 0.2102 loss_bbox: 0.161 loss_giou: 0.3129 loss_ce_0: 0.4199 loss_bbox_0: 0.2691 loss_giou_0: 0.4903 loss_ce_1: 0.3195 loss_bbox_1: 0.199 loss_giou_1: 0.3574 loss_ce_2: 0.254 loss_bbox_2: 0.182 loss_giou_2: 0.3348 loss_ce_3: 0.2205 loss_bbox_3: 0.1709 loss_giou_3: 0.3211 loss_ce_4: 0.2135 loss_bbox_4: 0.1647 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:06] d2.utils.events INFO: eta: 3:57:09 iter: 399419 total_loss: 4.612 loss_ce: 0.1721 loss_bbox: 0.1526 loss_giou: 0.3003 loss_ce_0: 0.4154 loss_bbox_0: 0.2519 loss_giou_0: 0.4428 loss_ce_1: 0.2837 loss_bbox_1: 0.174 loss_giou_1: 0.341 loss_ce_2: 0.2294 loss_bbox_2: 0.1615 loss_giou_2: 0.3101 loss_ce_3: 0.1839 loss_bbox_3: 0.1589 loss_giou_3: 0.3074 loss_ce_4: 0.179 loss_bbox_4: 0.1545 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:12] d2.utils.events INFO: eta: 3:57:01 iter: 399439 total_loss: 4.585 loss_ce: 0.189 loss_bbox: 0.1558 loss_giou: 0.2919 loss_ce_0: 0.4211 loss_bbox_0: 0.2702 loss_giou_0: 0.4562 loss_ce_1: 0.3088 loss_bbox_1: 0.1851 loss_giou_1: 0.3368 loss_ce_2: 0.2376 loss_bbox_2: 0.1613 loss_giou_2: 0.3148 loss_ce_3: 0.1979 loss_bbox_3: 0.1538 loss_giou_3: 0.3041 loss_ce_4: 0.1883 loss_bbox_4: 0.16 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:17] d2.utils.events INFO: eta: 3:56:51 iter: 399459 total_loss: 4.738 loss_ce: 0.1977 loss_bbox: 0.1636 loss_giou: 0.3001 loss_ce_0: 0.427 loss_bbox_0: 0.266 loss_giou_0: 0.452 loss_ce_1: 0.309 loss_bbox_1: 0.1936 loss_giou_1: 0.3418 loss_ce_2: 0.2459 loss_bbox_2: 0.175 loss_giou_2: 0.3121 loss_ce_3: 0.2122 loss_bbox_3: 0.1745 loss_giou_3: 0.3082 loss_ce_4: 0.199 loss_bbox_4: 0.1701 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:23] d2.utils.events INFO: eta: 3:56:44 iter: 399479 total_loss: 4.856 loss_ce: 0.2039 loss_bbox: 0.1449 loss_giou: 0.3199 loss_ce_0: 0.4269 loss_bbox_0: 0.2506 loss_giou_0: 0.4788 loss_ce_1: 0.3195 loss_bbox_1: 0.1738 loss_giou_1: 0.3613 loss_ce_2: 0.2508 loss_bbox_2: 0.1557 loss_giou_2: 0.3405 loss_ce_3: 0.222 loss_bbox_3: 0.1474 loss_giou_3: 0.3321 loss_ce_4: 0.2114 loss_bbox_4: 0.1474 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:29] d2.utils.events INFO: eta: 3:56:46 iter: 399499 total_loss: 4.938 loss_ce: 0.213 loss_bbox: 0.1662 loss_giou: 0.3019 loss_ce_0: 0.4349 loss_bbox_0: 0.2738 loss_giou_0: 0.4789 loss_ce_1: 0.3275 loss_bbox_1: 0.1926 loss_giou_1: 0.3594 loss_ce_2: 0.2505 loss_bbox_2: 0.1774 loss_giou_2: 0.3268 loss_ce_3: 0.218 loss_bbox_3: 0.1744 loss_giou_3: 0.3176 loss_ce_4: 0.2092 loss_bbox_4: 0.1723 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:35] d2.utils.events INFO: eta: 3:56:45 iter: 399519 total_loss: 4.86 loss_ce: 0.2197 loss_bbox: 0.1678 loss_giou: 0.3126 loss_ce_0: 0.4308 loss_bbox_0: 0.2767 loss_giou_0: 0.4907 loss_ce_1: 0.3087 loss_bbox_1: 0.1956 loss_giou_1: 0.361 loss_ce_2: 0.2504 loss_bbox_2: 0.1847 loss_giou_2: 0.3343 loss_ce_3: 0.2255 loss_bbox_3: 0.172 loss_giou_3: 0.3273 loss_ce_4: 0.2197 loss_bbox_4: 0.1686 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:40] d2.utils.events INFO: eta: 3:56:39 iter: 399539 total_loss: 4.853 loss_ce: 0.2133 loss_bbox: 0.1508 loss_giou: 0.3063 loss_ce_0: 0.4389 loss_bbox_0: 0.2671 loss_giou_0: 0.4713 loss_ce_1: 0.3219 loss_bbox_1: 0.1887 loss_giou_1: 0.3591 loss_ce_2: 0.2616 loss_bbox_2: 0.1699 loss_giou_2: 0.3255 loss_ce_3: 0.231 loss_bbox_3: 0.1585 loss_giou_3: 0.3201 loss_ce_4: 0.2158 loss_bbox_4: 0.1548 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:46] d2.utils.events INFO: eta: 3:56:36 iter: 399559 total_loss: 4.593 loss_ce: 0.1925 loss_bbox: 0.1539 loss_giou: 0.3031 loss_ce_0: 0.4087 loss_bbox_0: 0.259 loss_giou_0: 0.4818 loss_ce_1: 0.3031 loss_bbox_1: 0.1844 loss_giou_1: 0.352 loss_ce_2: 0.2504 loss_bbox_2: 0.1683 loss_giou_2: 0.3201 loss_ce_3: 0.2054 loss_bbox_3: 0.1632 loss_giou_3: 0.3134 loss_ce_4: 0.1937 loss_bbox_4: 0.1586 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:52] d2.utils.events INFO: eta: 3:56:32 iter: 399579 total_loss: 4.627 loss_ce: 0.2022 loss_bbox: 0.15 loss_giou: 0.3012 loss_ce_0: 0.4201 loss_bbox_0: 0.2697 loss_giou_0: 0.4764 loss_ce_1: 0.2963 loss_bbox_1: 0.1862 loss_giou_1: 0.3415 loss_ce_2: 0.2523 loss_bbox_2: 0.165 loss_giou_2: 0.3234 loss_ce_3: 0.2179 loss_bbox_3: 0.1517 loss_giou_3: 0.3137 loss_ce_4: 0.2097 loss_bbox_4: 0.145 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 21:50:58] d2.utils.events INFO: eta: 3:56:25 iter: 399599 total_loss: 4.708 loss_ce: 0.1947 loss_bbox: 0.1529 loss_giou: 0.309 loss_ce_0: 0.4089 loss_bbox_0: 0.2461 loss_giou_0: 0.462 loss_ce_1: 0.2915 loss_bbox_1: 0.1833 loss_giou_1: 0.3506 loss_ce_2: 0.24 loss_bbox_2: 0.1643 loss_giou_2: 0.3261 loss_ce_3: 0.2113 loss_bbox_3: 0.1565 loss_giou_3: 0.3202 loss_ce_4: 0.1966 loss_bbox_4: 0.1527 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:03] d2.utils.events INFO: eta: 3:56:19 iter: 399619 total_loss: 4.712 loss_ce: 0.1992 loss_bbox: 0.1566 loss_giou: 0.3132 loss_ce_0: 0.4196 loss_bbox_0: 0.2719 loss_giou_0: 0.4609 loss_ce_1: 0.3173 loss_bbox_1: 0.187 loss_giou_1: 0.3543 loss_ce_2: 0.2542 loss_bbox_2: 0.1745 loss_giou_2: 0.3217 loss_ce_3: 0.2137 loss_bbox_3: 0.1622 loss_giou_3: 0.3182 loss_ce_4: 0.1995 loss_bbox_4: 0.1599 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:09] d2.utils.events INFO: eta: 3:56:12 iter: 399639 total_loss: 4.455 loss_ce: 0.1895 loss_bbox: 0.1307 loss_giou: 0.2789 loss_ce_0: 0.4169 loss_bbox_0: 0.2325 loss_giou_0: 0.4478 loss_ce_1: 0.2989 loss_bbox_1: 0.1578 loss_giou_1: 0.329 loss_ce_2: 0.2457 loss_bbox_2: 0.1424 loss_giou_2: 0.3022 loss_ce_3: 0.2116 loss_bbox_3: 0.1357 loss_giou_3: 0.2943 loss_ce_4: 0.1963 loss_bbox_4: 0.1345 loss_giou_4: 0.2848 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:15] d2.utils.events INFO: eta: 3:56:12 iter: 399659 total_loss: 5.001 loss_ce: 0.2073 loss_bbox: 0.1673 loss_giou: 0.3101 loss_ce_0: 0.4355 loss_bbox_0: 0.2785 loss_giou_0: 0.4736 loss_ce_1: 0.3147 loss_bbox_1: 0.195 loss_giou_1: 0.353 loss_ce_2: 0.268 loss_bbox_2: 0.1805 loss_giou_2: 0.3304 loss_ce_3: 0.228 loss_bbox_3: 0.1751 loss_giou_3: 0.3145 loss_ce_4: 0.2175 loss_bbox_4: 0.1712 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:20] d2.utils.events INFO: eta: 3:56:07 iter: 399679 total_loss: 4.706 loss_ce: 0.1892 loss_bbox: 0.1549 loss_giou: 0.3017 loss_ce_0: 0.4131 loss_bbox_0: 0.2662 loss_giou_0: 0.4407 loss_ce_1: 0.3075 loss_bbox_1: 0.1841 loss_giou_1: 0.3285 loss_ce_2: 0.2418 loss_bbox_2: 0.1684 loss_giou_2: 0.3129 loss_ce_3: 0.2092 loss_bbox_3: 0.1606 loss_giou_3: 0.308 loss_ce_4: 0.1932 loss_bbox_4: 0.1557 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:26] d2.utils.events INFO: eta: 3:56:01 iter: 399699 total_loss: 4.731 loss_ce: 0.2004 loss_bbox: 0.1489 loss_giou: 0.3005 loss_ce_0: 0.4387 loss_bbox_0: 0.2645 loss_giou_0: 0.4732 loss_ce_1: 0.3187 loss_bbox_1: 0.1819 loss_giou_1: 0.347 loss_ce_2: 0.2553 loss_bbox_2: 0.1648 loss_giou_2: 0.3235 loss_ce_3: 0.2272 loss_bbox_3: 0.1548 loss_giou_3: 0.315 loss_ce_4: 0.2033 loss_bbox_4: 0.1495 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:32] d2.utils.events INFO: eta: 3:55:53 iter: 399719 total_loss: 4.821 loss_ce: 0.1975 loss_bbox: 0.1596 loss_giou: 0.2953 loss_ce_0: 0.4449 loss_bbox_0: 0.2698 loss_giou_0: 0.4583 loss_ce_1: 0.318 loss_bbox_1: 0.1882 loss_giou_1: 0.3414 loss_ce_2: 0.251 loss_bbox_2: 0.1732 loss_giou_2: 0.3158 loss_ce_3: 0.2083 loss_bbox_3: 0.1706 loss_giou_3: 0.3139 loss_ce_4: 0.1931 loss_bbox_4: 0.1659 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:37] d2.utils.events INFO: eta: 3:55:43 iter: 399739 total_loss: 4.729 loss_ce: 0.2008 loss_bbox: 0.1442 loss_giou: 0.2862 loss_ce_0: 0.4307 loss_bbox_0: 0.245 loss_giou_0: 0.4568 loss_ce_1: 0.306 loss_bbox_1: 0.1669 loss_giou_1: 0.3266 loss_ce_2: 0.2536 loss_bbox_2: 0.1542 loss_giou_2: 0.3064 loss_ce_3: 0.2229 loss_bbox_3: 0.1496 loss_giou_3: 0.2911 loss_ce_4: 0.2023 loss_bbox_4: 0.1448 loss_giou_4: 0.2893 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:43] d2.utils.events INFO: eta: 3:55:32 iter: 399759 total_loss: 4.587 loss_ce: 0.1865 loss_bbox: 0.1498 loss_giou: 0.2912 loss_ce_0: 0.4228 loss_bbox_0: 0.2636 loss_giou_0: 0.4437 loss_ce_1: 0.3054 loss_bbox_1: 0.1786 loss_giou_1: 0.3369 loss_ce_2: 0.243 loss_bbox_2: 0.1637 loss_giou_2: 0.3038 loss_ce_3: 0.2084 loss_bbox_3: 0.158 loss_giou_3: 0.3037 loss_ce_4: 0.1899 loss_bbox_4: 0.1551 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0169 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:49] d2.utils.events INFO: eta: 3:55:28 iter: 399779 total_loss: 5.173 loss_ce: 0.2164 loss_bbox: 0.1623 loss_giou: 0.3224 loss_ce_0: 0.4431 loss_bbox_0: 0.2808 loss_giou_0: 0.5042 loss_ce_1: 0.3303 loss_bbox_1: 0.2009 loss_giou_1: 0.3723 loss_ce_2: 0.2823 loss_bbox_2: 0.1794 loss_giou_2: 0.3443 loss_ce_3: 0.2461 loss_bbox_3: 0.1722 loss_giou_3: 0.3379 loss_ce_4: 0.2139 loss_bbox_4: 0.1693 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 21:51:54] d2.utils.events INFO: eta: 3:55:23 iter: 399799 total_loss: 4.824 loss_ce: 0.2049 loss_bbox: 0.1446 loss_giou: 0.3052 loss_ce_0: 0.414 loss_bbox_0: 0.2543 loss_giou_0: 0.4498 loss_ce_1: 0.3222 loss_bbox_1: 0.1763 loss_giou_1: 0.3458 loss_ce_2: 0.2462 loss_bbox_2: 0.1607 loss_giou_2: 0.3304 loss_ce_3: 0.2208 loss_bbox_3: 0.1571 loss_giou_3: 0.3185 loss_ce_4: 0.2078 loss_bbox_4: 0.1509 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:00] d2.utils.events INFO: eta: 3:55:16 iter: 399819 total_loss: 4.891 loss_ce: 0.2099 loss_bbox: 0.1607 loss_giou: 0.3051 loss_ce_0: 0.4378 loss_bbox_0: 0.2685 loss_giou_0: 0.4834 loss_ce_1: 0.3154 loss_bbox_1: 0.1949 loss_giou_1: 0.3526 loss_ce_2: 0.2643 loss_bbox_2: 0.1731 loss_giou_2: 0.3216 loss_ce_3: 0.2231 loss_bbox_3: 0.1669 loss_giou_3: 0.3128 loss_ce_4: 0.2128 loss_bbox_4: 0.1621 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:06] d2.utils.events INFO: eta: 3:55:12 iter: 399839 total_loss: 5.032 loss_ce: 0.2281 loss_bbox: 0.148 loss_giou: 0.3038 loss_ce_0: 0.45 loss_bbox_0: 0.2607 loss_giou_0: 0.4862 loss_ce_1: 0.3203 loss_bbox_1: 0.1785 loss_giou_1: 0.3501 loss_ce_2: 0.2663 loss_bbox_2: 0.1638 loss_giou_2: 0.3184 loss_ce_3: 0.2359 loss_bbox_3: 0.1565 loss_giou_3: 0.3104 loss_ce_4: 0.2267 loss_bbox_4: 0.1527 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:12] d2.utils.events INFO: eta: 3:55:06 iter: 399859 total_loss: 4.762 loss_ce: 0.1895 loss_bbox: 0.161 loss_giou: 0.2956 loss_ce_0: 0.4254 loss_bbox_0: 0.2621 loss_giou_0: 0.4472 loss_ce_1: 0.3111 loss_bbox_1: 0.1822 loss_giou_1: 0.3328 loss_ce_2: 0.2381 loss_bbox_2: 0.1727 loss_giou_2: 0.311 loss_ce_3: 0.2038 loss_bbox_3: 0.1665 loss_giou_3: 0.3027 loss_ce_4: 0.1913 loss_bbox_4: 0.1619 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0200 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:17] d2.utils.events INFO: eta: 3:55:01 iter: 399879 total_loss: 4.828 loss_ce: 0.2063 loss_bbox: 0.1433 loss_giou: 0.3067 loss_ce_0: 0.4314 loss_bbox_0: 0.2632 loss_giou_0: 0.4743 loss_ce_1: 0.3201 loss_bbox_1: 0.1768 loss_giou_1: 0.354 loss_ce_2: 0.26 loss_bbox_2: 0.1519 loss_giou_2: 0.3266 loss_ce_3: 0.2217 loss_bbox_3: 0.1496 loss_giou_3: 0.3188 loss_ce_4: 0.209 loss_bbox_4: 0.1458 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:23] d2.utils.events INFO: eta: 3:54:56 iter: 399899 total_loss: 4.569 loss_ce: 0.1958 loss_bbox: 0.1532 loss_giou: 0.2966 loss_ce_0: 0.417 loss_bbox_0: 0.2531 loss_giou_0: 0.4616 loss_ce_1: 0.3043 loss_bbox_1: 0.1784 loss_giou_1: 0.3331 loss_ce_2: 0.2394 loss_bbox_2: 0.1644 loss_giou_2: 0.3033 loss_ce_3: 0.2062 loss_bbox_3: 0.1583 loss_giou_3: 0.2975 loss_ce_4: 0.1966 loss_bbox_4: 0.1555 loss_giou_4: 0.3002 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:29] d2.utils.events INFO: eta: 3:54:52 iter: 399919 total_loss: 4.538 loss_ce: 0.1824 loss_bbox: 0.1508 loss_giou: 0.3011 loss_ce_0: 0.4095 loss_bbox_0: 0.2581 loss_giou_0: 0.4577 loss_ce_1: 0.2926 loss_bbox_1: 0.178 loss_giou_1: 0.3424 loss_ce_2: 0.2291 loss_bbox_2: 0.1638 loss_giou_2: 0.3231 loss_ce_3: 0.1997 loss_bbox_3: 0.1584 loss_giou_3: 0.315 loss_ce_4: 0.183 loss_bbox_4: 0.1516 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:34] d2.utils.events INFO: eta: 3:54:42 iter: 399939 total_loss: 4.8 loss_ce: 0.2098 loss_bbox: 0.1476 loss_giou: 0.3086 loss_ce_0: 0.4433 loss_bbox_0: 0.2638 loss_giou_0: 0.4833 loss_ce_1: 0.325 loss_bbox_1: 0.1767 loss_giou_1: 0.3538 loss_ce_2: 0.2517 loss_bbox_2: 0.1625 loss_giou_2: 0.3259 loss_ce_3: 0.2205 loss_bbox_3: 0.1532 loss_giou_3: 0.3183 loss_ce_4: 0.21 loss_bbox_4: 0.1481 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:40] d2.utils.events INFO: eta: 3:54:37 iter: 399959 total_loss: 4.881 loss_ce: 0.2025 loss_bbox: 0.168 loss_giou: 0.2994 loss_ce_0: 0.439 loss_bbox_0: 0.2868 loss_giou_0: 0.4537 loss_ce_1: 0.3269 loss_bbox_1: 0.1993 loss_giou_1: 0.3372 loss_ce_2: 0.26 loss_bbox_2: 0.1865 loss_giou_2: 0.3178 loss_ce_3: 0.22 loss_bbox_3: 0.18 loss_giou_3: 0.3078 loss_ce_4: 0.201 loss_bbox_4: 0.175 loss_giou_4: 0.3011 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:46] d2.utils.events INFO: eta: 3:54:33 iter: 399979 total_loss: 4.772 loss_ce: 0.2063 loss_bbox: 0.1498 loss_giou: 0.3095 loss_ce_0: 0.4217 loss_bbox_0: 0.2549 loss_giou_0: 0.4832 loss_ce_1: 0.3064 loss_bbox_1: 0.1807 loss_giou_1: 0.3623 loss_ce_2: 0.2483 loss_bbox_2: 0.1614 loss_giou_2: 0.3352 loss_ce_3: 0.2135 loss_bbox_3: 0.1584 loss_giou_3: 0.3132 loss_ce_4: 0.205 loss_bbox_4: 0.1537 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:52] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0399999.pth [11/03 21:52:54] d2.utils.events INFO: eta: 3:54:34 iter: 399999 total_loss: 4.934 loss_ce: 0.2183 loss_bbox: 0.1478 loss_giou: 0.3155 loss_ce_0: 0.44 loss_bbox_0: 0.263 loss_giou_0: 0.4974 loss_ce_1: 0.32 loss_bbox_1: 0.182 loss_giou_1: 0.361 loss_ce_2: 0.2648 loss_bbox_2: 0.1602 loss_giou_2: 0.3285 loss_ce_3: 0.2366 loss_bbox_3: 0.1525 loss_giou_3: 0.3241 loss_ce_4: 0.2254 loss_bbox_4: 0.1491 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 21:52:59] d2.utils.events INFO: eta: 3:54:26 iter: 400019 total_loss: 4.804 loss_ce: 0.2044 loss_bbox: 0.1495 loss_giou: 0.2957 loss_ce_0: 0.4303 loss_bbox_0: 0.2675 loss_giou_0: 0.4739 loss_ce_1: 0.3228 loss_bbox_1: 0.1801 loss_giou_1: 0.3414 loss_ce_2: 0.266 loss_bbox_2: 0.1638 loss_giou_2: 0.317 loss_ce_3: 0.227 loss_bbox_3: 0.1545 loss_giou_3: 0.3057 loss_ce_4: 0.2169 loss_bbox_4: 0.1511 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 21:53:05] d2.utils.events INFO: eta: 3:54:23 iter: 400039 total_loss: 4.949 loss_ce: 0.2055 loss_bbox: 0.1507 loss_giou: 0.3217 loss_ce_0: 0.4293 loss_bbox_0: 0.2582 loss_giou_0: 0.4846 loss_ce_1: 0.3158 loss_bbox_1: 0.1804 loss_giou_1: 0.3691 loss_ce_2: 0.2583 loss_bbox_2: 0.1641 loss_giou_2: 0.3436 loss_ce_3: 0.2273 loss_bbox_3: 0.1522 loss_giou_3: 0.3278 loss_ce_4: 0.2069 loss_bbox_4: 0.1519 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 21:53:11] d2.utils.events INFO: eta: 3:54:13 iter: 400059 total_loss: 4.779 loss_ce: 0.1902 loss_bbox: 0.1443 loss_giou: 0.2992 loss_ce_0: 0.4294 loss_bbox_0: 0.2464 loss_giou_0: 0.4793 loss_ce_1: 0.3105 loss_bbox_1: 0.1682 loss_giou_1: 0.348 loss_ce_2: 0.2421 loss_bbox_2: 0.1565 loss_giou_2: 0.3186 loss_ce_3: 0.2096 loss_bbox_3: 0.1555 loss_giou_3: 0.3082 loss_ce_4: 0.1964 loss_bbox_4: 0.1512 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 21:53:16] d2.utils.events INFO: eta: 3:54:15 iter: 400079 total_loss: 4.552 loss_ce: 0.1911 loss_bbox: 0.1634 loss_giou: 0.2925 loss_ce_0: 0.4188 loss_bbox_0: 0.263 loss_giou_0: 0.445 loss_ce_1: 0.3038 loss_bbox_1: 0.1875 loss_giou_1: 0.335 loss_ce_2: 0.2415 loss_bbox_2: 0.1801 loss_giou_2: 0.3113 loss_ce_3: 0.2039 loss_bbox_3: 0.1676 loss_giou_3: 0.3028 loss_ce_4: 0.1919 loss_bbox_4: 0.1638 loss_giou_4: 0.2931 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 21:53:22] d2.utils.events INFO: eta: 3:54:09 iter: 400099 total_loss: 4.683 loss_ce: 0.2023 loss_bbox: 0.1375 loss_giou: 0.2899 loss_ce_0: 0.4173 loss_bbox_0: 0.2472 loss_giou_0: 0.4418 loss_ce_1: 0.3101 loss_bbox_1: 0.1703 loss_giou_1: 0.3314 loss_ce_2: 0.2512 loss_bbox_2: 0.1513 loss_giou_2: 0.3118 loss_ce_3: 0.2126 loss_bbox_3: 0.1444 loss_giou_3: 0.3003 loss_ce_4: 0.203 loss_bbox_4: 0.1387 loss_giou_4: 0.2957 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 21:53:28] d2.utils.events INFO: eta: 3:53:58 iter: 400119 total_loss: 4.796 loss_ce: 0.2236 loss_bbox: 0.1698 loss_giou: 0.3068 loss_ce_0: 0.445 loss_bbox_0: 0.2749 loss_giou_0: 0.4447 loss_ce_1: 0.3174 loss_bbox_1: 0.1918 loss_giou_1: 0.3362 loss_ce_2: 0.2751 loss_bbox_2: 0.1749 loss_giou_2: 0.3156 loss_ce_3: 0.2345 loss_bbox_3: 0.1724 loss_giou_3: 0.3062 loss_ce_4: 0.2197 loss_bbox_4: 0.1739 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:53:33] d2.utils.events INFO: eta: 3:53:55 iter: 400139 total_loss: 4.828 loss_ce: 0.2131 loss_bbox: 0.1707 loss_giou: 0.3007 loss_ce_0: 0.4336 loss_bbox_0: 0.2716 loss_giou_0: 0.4467 loss_ce_1: 0.3285 loss_bbox_1: 0.1943 loss_giou_1: 0.3368 loss_ce_2: 0.2673 loss_bbox_2: 0.1812 loss_giou_2: 0.3116 loss_ce_3: 0.239 loss_bbox_3: 0.1762 loss_giou_3: 0.3104 loss_ce_4: 0.2174 loss_bbox_4: 0.1704 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 21:53:39] d2.utils.events INFO: eta: 3:53:52 iter: 400159 total_loss: 4.787 loss_ce: 0.2133 loss_bbox: 0.1503 loss_giou: 0.2919 loss_ce_0: 0.4324 loss_bbox_0: 0.262 loss_giou_0: 0.4534 loss_ce_1: 0.3205 loss_bbox_1: 0.1798 loss_giou_1: 0.3266 loss_ce_2: 0.2544 loss_bbox_2: 0.1585 loss_giou_2: 0.306 loss_ce_3: 0.2336 loss_bbox_3: 0.1531 loss_giou_3: 0.2977 loss_ce_4: 0.2067 loss_bbox_4: 0.1522 loss_giou_4: 0.2957 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 21:53:45] d2.utils.events INFO: eta: 3:53:40 iter: 400179 total_loss: 4.649 loss_ce: 0.1793 loss_bbox: 0.1603 loss_giou: 0.297 loss_ce_0: 0.4273 loss_bbox_0: 0.2577 loss_giou_0: 0.4448 loss_ce_1: 0.3086 loss_bbox_1: 0.1871 loss_giou_1: 0.3418 loss_ce_2: 0.2417 loss_bbox_2: 0.171 loss_giou_2: 0.3214 loss_ce_3: 0.2115 loss_bbox_3: 0.1673 loss_giou_3: 0.3161 loss_ce_4: 0.1878 loss_bbox_4: 0.1636 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0263 lr: 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d2.utils.events INFO: eta: 3:53:29 iter: 400239 total_loss: 4.734 loss_ce: 0.2032 loss_bbox: 0.1578 loss_giou: 0.3093 loss_ce_0: 0.4341 loss_bbox_0: 0.262 loss_giou_0: 0.4997 loss_ce_1: 0.3206 loss_bbox_1: 0.1798 loss_giou_1: 0.356 loss_ce_2: 0.257 loss_bbox_2: 0.1641 loss_giou_2: 0.3277 loss_ce_3: 0.2228 loss_bbox_3: 0.1637 loss_giou_3: 0.3173 loss_ce_4: 0.214 loss_bbox_4: 0.1624 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:07] d2.utils.events INFO: eta: 3:53:24 iter: 400259 total_loss: 4.845 loss_ce: 0.2148 loss_bbox: 0.1511 loss_giou: 0.3178 loss_ce_0: 0.4278 loss_bbox_0: 0.2436 loss_giou_0: 0.462 loss_ce_1: 0.3217 loss_bbox_1: 0.1752 loss_giou_1: 0.3448 loss_ce_2: 0.253 loss_bbox_2: 0.1624 loss_giou_2: 0.3305 loss_ce_3: 0.2252 loss_bbox_3: 0.1551 loss_giou_3: 0.3216 loss_ce_4: 0.2156 loss_bbox_4: 0.1538 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:13] d2.utils.events INFO: eta: 3:53:19 iter: 400279 total_loss: 5.043 loss_ce: 0.2042 loss_bbox: 0.1643 loss_giou: 0.3166 loss_ce_0: 0.4484 loss_bbox_0: 0.2758 loss_giou_0: 0.4746 loss_ce_1: 0.3319 loss_bbox_1: 0.1956 loss_giou_1: 0.3637 loss_ce_2: 0.2595 loss_bbox_2: 0.1837 loss_giou_2: 0.3326 loss_ce_3: 0.2347 loss_bbox_3: 0.1734 loss_giou_3: 0.323 loss_ce_4: 0.2216 loss_bbox_4: 0.1673 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:19] d2.utils.events INFO: eta: 3:53:07 iter: 400299 total_loss: 4.717 loss_ce: 0.1859 loss_bbox: 0.1559 loss_giou: 0.3041 loss_ce_0: 0.4277 loss_bbox_0: 0.2713 loss_giou_0: 0.4611 loss_ce_1: 0.3115 loss_bbox_1: 0.1823 loss_giou_1: 0.3448 loss_ce_2: 0.2422 loss_bbox_2: 0.1618 loss_giou_2: 0.3215 loss_ce_3: 0.2057 loss_bbox_3: 0.1558 loss_giou_3: 0.31 loss_ce_4: 0.1969 loss_bbox_4: 0.153 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:25] d2.utils.events INFO: eta: 3:53:00 iter: 400319 total_loss: 4.588 loss_ce: 0.2009 loss_bbox: 0.1424 loss_giou: 0.2797 loss_ce_0: 0.4227 loss_bbox_0: 0.2453 loss_giou_0: 0.4618 loss_ce_1: 0.3076 loss_bbox_1: 0.1655 loss_giou_1: 0.3224 loss_ce_2: 0.2446 loss_bbox_2: 0.1485 loss_giou_2: 0.2983 loss_ce_3: 0.2117 loss_bbox_3: 0.1447 loss_giou_3: 0.2896 loss_ce_4: 0.2033 loss_bbox_4: 0.1392 loss_giou_4: 0.2811 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:30] d2.utils.events INFO: eta: 3:52:53 iter: 400339 total_loss: 4.995 loss_ce: 0.2164 loss_bbox: 0.1656 loss_giou: 0.318 loss_ce_0: 0.4315 loss_bbox_0: 0.2625 loss_giou_0: 0.4771 loss_ce_1: 0.319 loss_bbox_1: 0.1912 loss_giou_1: 0.3555 loss_ce_2: 0.2618 loss_bbox_2: 0.172 loss_giou_2: 0.3372 loss_ce_3: 0.2311 loss_bbox_3: 0.1721 loss_giou_3: 0.3263 loss_ce_4: 0.2235 loss_bbox_4: 0.1662 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:36] d2.utils.events INFO: eta: 3:52:45 iter: 400359 total_loss: 4.781 loss_ce: 0.2077 loss_bbox: 0.1523 loss_giou: 0.3091 loss_ce_0: 0.4301 loss_bbox_0: 0.2589 loss_giou_0: 0.4578 loss_ce_1: 0.3223 loss_bbox_1: 0.1842 loss_giou_1: 0.3507 loss_ce_2: 0.2736 loss_bbox_2: 0.1631 loss_giou_2: 0.3319 loss_ce_3: 0.2326 loss_bbox_3: 0.1614 loss_giou_3: 0.3203 loss_ce_4: 0.222 loss_bbox_4: 0.1544 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:41] d2.utils.events INFO: eta: 3:52:38 iter: 400379 total_loss: 4.758 loss_ce: 0.1873 loss_bbox: 0.152 loss_giou: 0.3113 loss_ce_0: 0.4211 loss_bbox_0: 0.2555 loss_giou_0: 0.4813 loss_ce_1: 0.3074 loss_bbox_1: 0.1761 loss_giou_1: 0.3492 loss_ce_2: 0.241 loss_bbox_2: 0.1603 loss_giou_2: 0.3288 loss_ce_3: 0.2039 loss_bbox_3: 0.1551 loss_giou_3: 0.3254 loss_ce_4: 0.1931 loss_bbox_4: 0.1524 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:47] d2.utils.events INFO: eta: 3:52:29 iter: 400399 total_loss: 4.384 loss_ce: 0.1813 loss_bbox: 0.1572 loss_giou: 0.2724 loss_ce_0: 0.4037 loss_bbox_0: 0.2666 loss_giou_0: 0.4297 loss_ce_1: 0.2778 loss_bbox_1: 0.1845 loss_giou_1: 0.3086 loss_ce_2: 0.2167 loss_bbox_2: 0.1711 loss_giou_2: 0.2841 loss_ce_3: 0.2006 loss_bbox_3: 0.1631 loss_giou_3: 0.2827 loss_ce_4: 0.1892 loss_bbox_4: 0.1589 loss_giou_4: 0.2808 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:53] d2.utils.events INFO: eta: 3:52:28 iter: 400419 total_loss: 4.736 loss_ce: 0.2026 loss_bbox: 0.1615 loss_giou: 0.3009 loss_ce_0: 0.4319 loss_bbox_0: 0.2664 loss_giou_0: 0.4593 loss_ce_1: 0.32 loss_bbox_1: 0.1891 loss_giou_1: 0.3509 loss_ce_2: 0.2714 loss_bbox_2: 0.1721 loss_giou_2: 0.3182 loss_ce_3: 0.2295 loss_bbox_3: 0.1617 loss_giou_3: 0.3084 loss_ce_4: 0.2122 loss_bbox_4: 0.1606 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 21:54:58] d2.utils.events INFO: eta: 3:52:27 iter: 400439 total_loss: 4.98 loss_ce: 0.2176 loss_bbox: 0.1511 loss_giou: 0.3182 loss_ce_0: 0.4278 loss_bbox_0: 0.2707 loss_giou_0: 0.4972 loss_ce_1: 0.3057 loss_bbox_1: 0.1807 loss_giou_1: 0.362 loss_ce_2: 0.2631 loss_bbox_2: 0.1672 loss_giou_2: 0.3384 loss_ce_3: 0.2362 loss_bbox_3: 0.1555 loss_giou_3: 0.3242 loss_ce_4: 0.2238 loss_bbox_4: 0.1536 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:04] d2.utils.events INFO: eta: 3:52:22 iter: 400459 total_loss: 4.919 loss_ce: 0.2058 loss_bbox: 0.1555 loss_giou: 0.33 loss_ce_0: 0.4133 loss_bbox_0: 0.2559 loss_giou_0: 0.4928 loss_ce_1: 0.3195 loss_bbox_1: 0.1803 loss_giou_1: 0.3825 loss_ce_2: 0.2544 loss_bbox_2: 0.1707 loss_giou_2: 0.3521 loss_ce_3: 0.2293 loss_bbox_3: 0.159 loss_giou_3: 0.3403 loss_ce_4: 0.2095 loss_bbox_4: 0.1559 loss_giou_4: 0.3348 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:10] d2.utils.events INFO: eta: 3:52:16 iter: 400479 total_loss: 4.547 loss_ce: 0.2017 loss_bbox: 0.1477 loss_giou: 0.2712 loss_ce_0: 0.4132 loss_bbox_0: 0.2709 loss_giou_0: 0.46 loss_ce_1: 0.3008 loss_bbox_1: 0.1839 loss_giou_1: 0.3268 loss_ce_2: 0.2367 loss_bbox_2: 0.1702 loss_giou_2: 0.3026 loss_ce_3: 0.2035 loss_bbox_3: 0.1567 loss_giou_3: 0.2857 loss_ce_4: 0.2006 loss_bbox_4: 0.15 loss_giou_4: 0.2754 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:15] d2.utils.events INFO: eta: 3:51:57 iter: 400499 total_loss: 4.674 loss_ce: 0.1928 loss_bbox: 0.1404 loss_giou: 0.2957 loss_ce_0: 0.4199 loss_bbox_0: 0.2654 loss_giou_0: 0.4606 loss_ce_1: 0.3211 loss_bbox_1: 0.1825 loss_giou_1: 0.3491 loss_ce_2: 0.2569 loss_bbox_2: 0.1545 loss_giou_2: 0.3192 loss_ce_3: 0.2103 loss_bbox_3: 0.1492 loss_giou_3: 0.3037 loss_ce_4: 0.1944 loss_bbox_4: 0.1438 loss_giou_4: 0.2986 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:21] d2.utils.events INFO: eta: 3:51:50 iter: 400519 total_loss: 4.628 loss_ce: 0.2048 loss_bbox: 0.1458 loss_giou: 0.2973 loss_ce_0: 0.4298 loss_bbox_0: 0.2494 loss_giou_0: 0.4517 loss_ce_1: 0.3243 loss_bbox_1: 0.1758 loss_giou_1: 0.3359 loss_ce_2: 0.2481 loss_bbox_2: 0.1584 loss_giou_2: 0.3098 loss_ce_3: 0.2179 loss_bbox_3: 0.1497 loss_giou_3: 0.3001 loss_ce_4: 0.2105 loss_bbox_4: 0.1491 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:27] d2.utils.events INFO: eta: 3:51:46 iter: 400539 total_loss: 4.84 loss_ce: 0.2072 loss_bbox: 0.1561 loss_giou: 0.3112 loss_ce_0: 0.4397 loss_bbox_0: 0.2543 loss_giou_0: 0.4702 loss_ce_1: 0.3219 loss_bbox_1: 0.1781 loss_giou_1: 0.3452 loss_ce_2: 0.2588 loss_bbox_2: 0.1628 loss_giou_2: 0.3282 loss_ce_3: 0.233 loss_bbox_3: 0.1606 loss_giou_3: 0.3147 loss_ce_4: 0.2101 loss_bbox_4: 0.1523 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:32] d2.utils.events INFO: eta: 3:51:36 iter: 400559 total_loss: 4.383 loss_ce: 0.1762 loss_bbox: 0.1434 loss_giou: 0.2964 loss_ce_0: 0.3898 loss_bbox_0: 0.2409 loss_giou_0: 0.4342 loss_ce_1: 0.2781 loss_bbox_1: 0.1688 loss_giou_1: 0.3253 loss_ce_2: 0.2227 loss_bbox_2: 0.1544 loss_giou_2: 0.3045 loss_ce_3: 0.195 loss_bbox_3: 0.1512 loss_giou_3: 0.3048 loss_ce_4: 0.1816 loss_bbox_4: 0.1495 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:38] d2.utils.events INFO: eta: 3:51:31 iter: 400579 total_loss: 4.75 loss_ce: 0.2079 loss_bbox: 0.1504 loss_giou: 0.301 loss_ce_0: 0.4259 loss_bbox_0: 0.255 loss_giou_0: 0.4472 loss_ce_1: 0.3077 loss_bbox_1: 0.1806 loss_giou_1: 0.3475 loss_ce_2: 0.2428 loss_bbox_2: 0.1601 loss_giou_2: 0.3246 loss_ce_3: 0.2286 loss_bbox_3: 0.1569 loss_giou_3: 0.3134 loss_ce_4: 0.2187 loss_bbox_4: 0.1526 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:44] d2.utils.events INFO: eta: 3:51:25 iter: 400599 total_loss: 4.669 loss_ce: 0.1954 loss_bbox: 0.1455 loss_giou: 0.3092 loss_ce_0: 0.4243 loss_bbox_0: 0.2448 loss_giou_0: 0.4827 loss_ce_1: 0.3205 loss_bbox_1: 0.1705 loss_giou_1: 0.3508 loss_ce_2: 0.2507 loss_bbox_2: 0.1549 loss_giou_2: 0.3299 loss_ce_3: 0.2152 loss_bbox_3: 0.1535 loss_giou_3: 0.3159 loss_ce_4: 0.1987 loss_bbox_4: 0.1488 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:50] d2.utils.events INFO: eta: 3:51:23 iter: 400619 total_loss: 5.022 loss_ce: 0.2153 loss_bbox: 0.1524 loss_giou: 0.3016 loss_ce_0: 0.4221 loss_bbox_0: 0.2789 loss_giou_0: 0.4749 loss_ce_1: 0.327 loss_bbox_1: 0.1857 loss_giou_1: 0.353 loss_ce_2: 0.2645 loss_bbox_2: 0.1684 loss_giou_2: 0.3255 loss_ce_3: 0.231 loss_bbox_3: 0.1582 loss_giou_3: 0.3165 loss_ce_4: 0.2202 loss_bbox_4: 0.1553 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 21:55:56] d2.utils.events INFO: eta: 3:51:24 iter: 400639 total_loss: 4.798 loss_ce: 0.1928 loss_bbox: 0.1619 loss_giou: 0.3031 loss_ce_0: 0.4332 loss_bbox_0: 0.2828 loss_giou_0: 0.461 loss_ce_1: 0.324 loss_bbox_1: 0.1913 loss_giou_1: 0.3381 loss_ce_2: 0.2542 loss_bbox_2: 0.1699 loss_giou_2: 0.3252 loss_ce_3: 0.2216 loss_bbox_3: 0.1707 loss_giou_3: 0.3146 loss_ce_4: 0.1994 loss_bbox_4: 0.1648 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:02] d2.utils.events INFO: eta: 3:51:15 iter: 400659 total_loss: 4.889 loss_ce: 0.2038 loss_bbox: 0.1576 loss_giou: 0.3156 loss_ce_0: 0.4312 loss_bbox_0: 0.2711 loss_giou_0: 0.4607 loss_ce_1: 0.3242 loss_bbox_1: 0.1873 loss_giou_1: 0.356 loss_ce_2: 0.2569 loss_bbox_2: 0.1706 loss_giou_2: 0.3307 loss_ce_3: 0.2255 loss_bbox_3: 0.1623 loss_giou_3: 0.3206 loss_ce_4: 0.207 loss_bbox_4: 0.1621 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:08] d2.utils.events INFO: eta: 3:51:05 iter: 400679 total_loss: 4.798 loss_ce: 0.1972 loss_bbox: 0.1612 loss_giou: 0.2982 loss_ce_0: 0.4467 loss_bbox_0: 0.277 loss_giou_0: 0.4649 loss_ce_1: 0.3258 loss_bbox_1: 0.1929 loss_giou_1: 0.3419 loss_ce_2: 0.2526 loss_bbox_2: 0.1761 loss_giou_2: 0.3193 loss_ce_3: 0.216 loss_bbox_3: 0.1701 loss_giou_3: 0.3134 loss_ce_4: 0.2081 loss_bbox_4: 0.1649 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:13] d2.utils.events INFO: eta: 3:50:59 iter: 400699 total_loss: 4.604 loss_ce: 0.1939 loss_bbox: 0.1415 loss_giou: 0.2806 loss_ce_0: 0.4237 loss_bbox_0: 0.2582 loss_giou_0: 0.4639 loss_ce_1: 0.304 loss_bbox_1: 0.1728 loss_giou_1: 0.3291 loss_ce_2: 0.2435 loss_bbox_2: 0.1556 loss_giou_2: 0.3041 loss_ce_3: 0.2149 loss_bbox_3: 0.1532 loss_giou_3: 0.2961 loss_ce_4: 0.1968 loss_bbox_4: 0.1471 loss_giou_4: 0.2862 time: 0.2800 data_time: 0.0330 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:19] d2.utils.events INFO: eta: 3:50:53 iter: 400719 total_loss: 4.719 loss_ce: 0.206 loss_bbox: 0.1539 loss_giou: 0.2981 loss_ce_0: 0.429 loss_bbox_0: 0.2641 loss_giou_0: 0.4382 loss_ce_1: 0.3148 loss_bbox_1: 0.1864 loss_giou_1: 0.3358 loss_ce_2: 0.2565 loss_bbox_2: 0.1679 loss_giou_2: 0.3134 loss_ce_3: 0.2311 loss_bbox_3: 0.1647 loss_giou_3: 0.3052 loss_ce_4: 0.2096 loss_bbox_4: 0.1609 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:25] d2.utils.events INFO: eta: 3:50:56 iter: 400739 total_loss: 4.619 loss_ce: 0.1869 loss_bbox: 0.1556 loss_giou: 0.2945 loss_ce_0: 0.4079 loss_bbox_0: 0.2638 loss_giou_0: 0.4466 loss_ce_1: 0.3029 loss_bbox_1: 0.1845 loss_giou_1: 0.3365 loss_ce_2: 0.2386 loss_bbox_2: 0.1685 loss_giou_2: 0.3124 loss_ce_3: 0.2079 loss_bbox_3: 0.1635 loss_giou_3: 0.3021 loss_ce_4: 0.1954 loss_bbox_4: 0.1579 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:31] d2.utils.events INFO: eta: 3:50:53 iter: 400759 total_loss: 5.027 loss_ce: 0.2192 loss_bbox: 0.17 loss_giou: 0.3158 loss_ce_0: 0.4289 loss_bbox_0: 0.2777 loss_giou_0: 0.4627 loss_ce_1: 0.3287 loss_bbox_1: 0.2012 loss_giou_1: 0.3537 loss_ce_2: 0.26 loss_bbox_2: 0.1868 loss_giou_2: 0.327 loss_ce_3: 0.2304 loss_bbox_3: 0.1771 loss_giou_3: 0.3261 loss_ce_4: 0.218 loss_bbox_4: 0.1738 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:36] d2.utils.events INFO: eta: 3:50:46 iter: 400779 total_loss: 4.415 loss_ce: 0.1855 loss_bbox: 0.1594 loss_giou: 0.2711 loss_ce_0: 0.4129 loss_bbox_0: 0.2634 loss_giou_0: 0.4374 loss_ce_1: 0.2906 loss_bbox_1: 0.1847 loss_giou_1: 0.3163 loss_ce_2: 0.2367 loss_bbox_2: 0.1728 loss_giou_2: 0.281 loss_ce_3: 0.2023 loss_bbox_3: 0.1666 loss_giou_3: 0.2742 loss_ce_4: 0.1853 loss_bbox_4: 0.1648 loss_giou_4: 0.2713 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:42] d2.utils.events INFO: eta: 3:50:42 iter: 400799 total_loss: 4.764 loss_ce: 0.2128 loss_bbox: 0.1421 loss_giou: 0.301 loss_ce_0: 0.4186 loss_bbox_0: 0.2535 loss_giou_0: 0.4868 loss_ce_1: 0.324 loss_bbox_1: 0.1699 loss_giou_1: 0.3561 loss_ce_2: 0.2614 loss_bbox_2: 0.1545 loss_giou_2: 0.3238 loss_ce_3: 0.2219 loss_bbox_3: 0.1511 loss_giou_3: 0.313 loss_ce_4: 0.2141 loss_bbox_4: 0.1466 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:48] d2.utils.events INFO: eta: 3:50:35 iter: 400819 total_loss: 4.672 loss_ce: 0.1885 loss_bbox: 0.1501 loss_giou: 0.3014 loss_ce_0: 0.4084 loss_bbox_0: 0.2556 loss_giou_0: 0.4571 loss_ce_1: 0.2966 loss_bbox_1: 0.1798 loss_giou_1: 0.3439 loss_ce_2: 0.2491 loss_bbox_2: 0.1677 loss_giou_2: 0.319 loss_ce_3: 0.2181 loss_bbox_3: 0.159 loss_giou_3: 0.3078 loss_ce_4: 0.1905 loss_bbox_4: 0.1555 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:53] d2.utils.events INFO: eta: 3:50:23 iter: 400839 total_loss: 4.71 loss_ce: 0.2159 loss_bbox: 0.1536 loss_giou: 0.2907 loss_ce_0: 0.4259 loss_bbox_0: 0.2639 loss_giou_0: 0.4585 loss_ce_1: 0.3253 loss_bbox_1: 0.1906 loss_giou_1: 0.3221 loss_ce_2: 0.2629 loss_bbox_2: 0.1657 loss_giou_2: 0.3064 loss_ce_3: 0.2255 loss_bbox_3: 0.1548 loss_giou_3: 0.2937 loss_ce_4: 0.2212 loss_bbox_4: 0.1536 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 21:56:59] d2.utils.events INFO: eta: 3:50:25 iter: 400859 total_loss: 4.418 loss_ce: 0.181 loss_bbox: 0.1425 loss_giou: 0.2991 loss_ce_0: 0.4111 loss_bbox_0: 0.2407 loss_giou_0: 0.4586 loss_ce_1: 0.2902 loss_bbox_1: 0.1712 loss_giou_1: 0.3477 loss_ce_2: 0.2259 loss_bbox_2: 0.1523 loss_giou_2: 0.3188 loss_ce_3: 0.1945 loss_bbox_3: 0.1478 loss_giou_3: 0.3079 loss_ce_4: 0.1806 loss_bbox_4: 0.1444 loss_giou_4: 0.3019 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:05] d2.utils.events INFO: eta: 3:50:16 iter: 400879 total_loss: 5.01 loss_ce: 0.2163 loss_bbox: 0.1602 loss_giou: 0.3239 loss_ce_0: 0.4413 loss_bbox_0: 0.2569 loss_giou_0: 0.4883 loss_ce_1: 0.3267 loss_bbox_1: 0.1928 loss_giou_1: 0.3651 loss_ce_2: 0.2669 loss_bbox_2: 0.1783 loss_giou_2: 0.3402 loss_ce_3: 0.239 loss_bbox_3: 0.1652 loss_giou_3: 0.3361 loss_ce_4: 0.2212 loss_bbox_4: 0.1611 loss_giou_4: 0.3275 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:10] d2.utils.events INFO: eta: 3:50:12 iter: 400899 total_loss: 4.671 loss_ce: 0.1983 loss_bbox: 0.1631 loss_giou: 0.2844 loss_ce_0: 0.4134 loss_bbox_0: 0.2601 loss_giou_0: 0.4198 loss_ce_1: 0.302 loss_bbox_1: 0.1885 loss_giou_1: 0.3199 loss_ce_2: 0.2496 loss_bbox_2: 0.1707 loss_giou_2: 0.3001 loss_ce_3: 0.2197 loss_bbox_3: 0.1698 loss_giou_3: 0.295 loss_ce_4: 0.2009 loss_bbox_4: 0.1664 loss_giou_4: 0.2866 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:16] d2.utils.events INFO: eta: 3:50:10 iter: 400919 total_loss: 4.791 loss_ce: 0.2092 loss_bbox: 0.1546 loss_giou: 0.3064 loss_ce_0: 0.4327 loss_bbox_0: 0.2746 loss_giou_0: 0.4641 loss_ce_1: 0.3225 loss_bbox_1: 0.1851 loss_giou_1: 0.3391 loss_ce_2: 0.2591 loss_bbox_2: 0.1703 loss_giou_2: 0.323 loss_ce_3: 0.2285 loss_bbox_3: 0.1671 loss_giou_3: 0.3122 loss_ce_4: 0.2111 loss_bbox_4: 0.1598 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:22] d2.utils.events INFO: eta: 3:50:05 iter: 400939 total_loss: 4.594 loss_ce: 0.2042 loss_bbox: 0.1507 loss_giou: 0.2885 loss_ce_0: 0.422 loss_bbox_0: 0.2454 loss_giou_0: 0.4469 loss_ce_1: 0.3094 loss_bbox_1: 0.1741 loss_giou_1: 0.3319 loss_ce_2: 0.2578 loss_bbox_2: 0.1602 loss_giou_2: 0.3035 loss_ce_3: 0.2287 loss_bbox_3: 0.154 loss_giou_3: 0.2965 loss_ce_4: 0.2116 loss_bbox_4: 0.1485 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:27] d2.utils.events INFO: eta: 3:50:01 iter: 400959 total_loss: 4.922 loss_ce: 0.2194 loss_bbox: 0.1587 loss_giou: 0.3009 loss_ce_0: 0.4311 loss_bbox_0: 0.2587 loss_giou_0: 0.4619 loss_ce_1: 0.3174 loss_bbox_1: 0.1856 loss_giou_1: 0.3519 loss_ce_2: 0.2669 loss_bbox_2: 0.1702 loss_giou_2: 0.326 loss_ce_3: 0.2436 loss_bbox_3: 0.1676 loss_giou_3: 0.3145 loss_ce_4: 0.2335 loss_bbox_4: 0.1601 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:33] d2.utils.events INFO: eta: 3:50:03 iter: 400979 total_loss: 4.813 loss_ce: 0.2014 loss_bbox: 0.1466 loss_giou: 0.2844 loss_ce_0: 0.4197 loss_bbox_0: 0.2615 loss_giou_0: 0.4639 loss_ce_1: 0.3115 loss_bbox_1: 0.1735 loss_giou_1: 0.3385 loss_ce_2: 0.263 loss_bbox_2: 0.1554 loss_giou_2: 0.3085 loss_ce_3: 0.2229 loss_bbox_3: 0.1551 loss_giou_3: 0.2918 loss_ce_4: 0.2063 loss_bbox_4: 0.1487 loss_giou_4: 0.2907 time: 0.2800 data_time: 0.0166 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:39] d2.utils.events INFO: eta: 3:49:54 iter: 400999 total_loss: 4.682 loss_ce: 0.2099 loss_bbox: 0.1536 loss_giou: 0.2968 loss_ce_0: 0.4271 loss_bbox_0: 0.2649 loss_giou_0: 0.4635 loss_ce_1: 0.3213 loss_bbox_1: 0.1757 loss_giou_1: 0.3503 loss_ce_2: 0.2691 loss_bbox_2: 0.1646 loss_giou_2: 0.3184 loss_ce_3: 0.2263 loss_bbox_3: 0.1597 loss_giou_3: 0.306 loss_ce_4: 0.2152 loss_bbox_4: 0.1547 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:45] d2.utils.events INFO: eta: 3:49:50 iter: 401019 total_loss: 4.748 loss_ce: 0.1972 loss_bbox: 0.1606 loss_giou: 0.3029 loss_ce_0: 0.4229 loss_bbox_0: 0.2566 loss_giou_0: 0.4587 loss_ce_1: 0.3071 loss_bbox_1: 0.1898 loss_giou_1: 0.3445 loss_ce_2: 0.2426 loss_bbox_2: 0.1708 loss_giou_2: 0.3239 loss_ce_3: 0.2112 loss_bbox_3: 0.1646 loss_giou_3: 0.3146 loss_ce_4: 0.1986 loss_bbox_4: 0.1648 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:50] d2.utils.events INFO: eta: 3:49:45 iter: 401039 total_loss: 4.831 loss_ce: 0.2217 loss_bbox: 0.1465 loss_giou: 0.3007 loss_ce_0: 0.4377 loss_bbox_0: 0.26 loss_giou_0: 0.4867 loss_ce_1: 0.3314 loss_bbox_1: 0.1807 loss_giou_1: 0.3464 loss_ce_2: 0.269 loss_bbox_2: 0.1636 loss_giou_2: 0.3212 loss_ce_3: 0.2335 loss_bbox_3: 0.1553 loss_giou_3: 0.3129 loss_ce_4: 0.2226 loss_bbox_4: 0.1501 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 21:57:56] d2.utils.events INFO: eta: 3:49:44 iter: 401059 total_loss: 5.004 loss_ce: 0.2103 loss_bbox: 0.1704 loss_giou: 0.3209 loss_ce_0: 0.4346 loss_bbox_0: 0.2719 loss_giou_0: 0.4857 loss_ce_1: 0.3173 loss_bbox_1: 0.1957 loss_giou_1: 0.363 loss_ce_2: 0.2563 loss_bbox_2: 0.1768 loss_giou_2: 0.3383 loss_ce_3: 0.2334 loss_bbox_3: 0.1693 loss_giou_3: 0.3241 loss_ce_4: 0.2216 loss_bbox_4: 0.1674 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:02] d2.utils.events INFO: eta: 3:49:33 iter: 401079 total_loss: 4.831 loss_ce: 0.1933 loss_bbox: 0.1508 loss_giou: 0.3088 loss_ce_0: 0.4227 loss_bbox_0: 0.2674 loss_giou_0: 0.47 loss_ce_1: 0.3026 loss_bbox_1: 0.1829 loss_giou_1: 0.3575 loss_ce_2: 0.2543 loss_bbox_2: 0.166 loss_giou_2: 0.3342 loss_ce_3: 0.2088 loss_bbox_3: 0.155 loss_giou_3: 0.3203 loss_ce_4: 0.1959 loss_bbox_4: 0.1546 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:07] d2.utils.events INFO: eta: 3:49:23 iter: 401099 total_loss: 4.976 loss_ce: 0.2145 loss_bbox: 0.1561 loss_giou: 0.3086 loss_ce_0: 0.4298 loss_bbox_0: 0.2677 loss_giou_0: 0.4874 loss_ce_1: 0.324 loss_bbox_1: 0.1892 loss_giou_1: 0.3619 loss_ce_2: 0.2651 loss_bbox_2: 0.167 loss_giou_2: 0.3297 loss_ce_3: 0.2312 loss_bbox_3: 0.1606 loss_giou_3: 0.32 loss_ce_4: 0.2167 loss_bbox_4: 0.1576 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:13] d2.utils.events INFO: eta: 3:49:16 iter: 401119 total_loss: 4.614 loss_ce: 0.1991 loss_bbox: 0.1612 loss_giou: 0.2865 loss_ce_0: 0.4232 loss_bbox_0: 0.2687 loss_giou_0: 0.4346 loss_ce_1: 0.3245 loss_bbox_1: 0.186 loss_giou_1: 0.3245 loss_ce_2: 0.2369 loss_bbox_2: 0.1651 loss_giou_2: 0.2917 loss_ce_3: 0.2176 loss_bbox_3: 0.1619 loss_giou_3: 0.2897 loss_ce_4: 0.1991 loss_bbox_4: 0.1613 loss_giou_4: 0.2882 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:19] d2.utils.events INFO: eta: 3:49:15 iter: 401139 total_loss: 4.683 loss_ce: 0.1965 loss_bbox: 0.1646 loss_giou: 0.2992 loss_ce_0: 0.4192 loss_bbox_0: 0.2673 loss_giou_0: 0.4627 loss_ce_1: 0.3088 loss_bbox_1: 0.1847 loss_giou_1: 0.3457 loss_ce_2: 0.2428 loss_bbox_2: 0.1727 loss_giou_2: 0.3116 loss_ce_3: 0.2124 loss_bbox_3: 0.1716 loss_giou_3: 0.3017 loss_ce_4: 0.2028 loss_bbox_4: 0.1701 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0165 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:25] d2.utils.events INFO: eta: 3:49:11 iter: 401159 total_loss: 4.91 loss_ce: 0.2171 loss_bbox: 0.1696 loss_giou: 0.3391 loss_ce_0: 0.4411 loss_bbox_0: 0.265 loss_giou_0: 0.4783 loss_ce_1: 0.3276 loss_bbox_1: 0.1894 loss_giou_1: 0.3713 loss_ce_2: 0.2566 loss_bbox_2: 0.1778 loss_giou_2: 0.3452 loss_ce_3: 0.2254 loss_bbox_3: 0.1786 loss_giou_3: 0.3418 loss_ce_4: 0.2121 loss_bbox_4: 0.171 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:30] d2.utils.events INFO: eta: 3:49:09 iter: 401179 total_loss: 4.871 loss_ce: 0.2103 loss_bbox: 0.1549 loss_giou: 0.297 loss_ce_0: 0.4314 loss_bbox_0: 0.2756 loss_giou_0: 0.4561 loss_ce_1: 0.316 loss_bbox_1: 0.1919 loss_giou_1: 0.3438 loss_ce_2: 0.2449 loss_bbox_2: 0.1704 loss_giou_2: 0.3256 loss_ce_3: 0.2213 loss_bbox_3: 0.1642 loss_giou_3: 0.3092 loss_ce_4: 0.2154 loss_bbox_4: 0.1584 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:36] d2.utils.events INFO: eta: 3:49:03 iter: 401199 total_loss: 4.695 loss_ce: 0.2052 loss_bbox: 0.1524 loss_giou: 0.2841 loss_ce_0: 0.4226 loss_bbox_0: 0.2725 loss_giou_0: 0.4501 loss_ce_1: 0.3187 loss_bbox_1: 0.1862 loss_giou_1: 0.3334 loss_ce_2: 0.2526 loss_bbox_2: 0.1632 loss_giou_2: 0.2949 loss_ce_3: 0.2243 loss_bbox_3: 0.1605 loss_giou_3: 0.29 loss_ce_4: 0.2103 loss_bbox_4: 0.1541 loss_giou_4: 0.2867 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:42] d2.utils.events INFO: eta: 3:48:54 iter: 401219 total_loss: 4.832 loss_ce: 0.2035 loss_bbox: 0.1512 loss_giou: 0.305 loss_ce_0: 0.4273 loss_bbox_0: 0.2553 loss_giou_0: 0.4776 loss_ce_1: 0.305 loss_bbox_1: 0.1735 loss_giou_1: 0.3459 loss_ce_2: 0.2448 loss_bbox_2: 0.1614 loss_giou_2: 0.3274 loss_ce_3: 0.2145 loss_bbox_3: 0.1573 loss_giou_3: 0.3142 loss_ce_4: 0.1989 loss_bbox_4: 0.1537 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:48] d2.utils.events INFO: eta: 3:48:47 iter: 401239 total_loss: 4.731 loss_ce: 0.1999 loss_bbox: 0.1505 loss_giou: 0.2908 loss_ce_0: 0.4344 loss_bbox_0: 0.2578 loss_giou_0: 0.4523 loss_ce_1: 0.3159 loss_bbox_1: 0.1795 loss_giou_1: 0.3359 loss_ce_2: 0.2584 loss_bbox_2: 0.166 loss_giou_2: 0.3102 loss_ce_3: 0.2199 loss_bbox_3: 0.1596 loss_giou_3: 0.2979 loss_ce_4: 0.1999 loss_bbox_4: 0.1551 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:53] d2.utils.events INFO: eta: 3:48:32 iter: 401259 total_loss: 4.569 loss_ce: 0.2038 loss_bbox: 0.1571 loss_giou: 0.2788 loss_ce_0: 0.4369 loss_bbox_0: 0.2638 loss_giou_0: 0.4358 loss_ce_1: 0.3057 loss_bbox_1: 0.1859 loss_giou_1: 0.3136 loss_ce_2: 0.2438 loss_bbox_2: 0.1713 loss_giou_2: 0.2877 loss_ce_3: 0.2216 loss_bbox_3: 0.1684 loss_giou_3: 0.2832 loss_ce_4: 0.2108 loss_bbox_4: 0.1613 loss_giou_4: 0.2824 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 21:58:59] d2.utils.events INFO: eta: 3:48:24 iter: 401279 total_loss: 4.919 loss_ce: 0.212 loss_bbox: 0.1535 loss_giou: 0.3056 loss_ce_0: 0.4356 loss_bbox_0: 0.2631 loss_giou_0: 0.4615 loss_ce_1: 0.3366 loss_bbox_1: 0.1862 loss_giou_1: 0.3476 loss_ce_2: 0.2723 loss_bbox_2: 0.166 loss_giou_2: 0.3221 loss_ce_3: 0.2466 loss_bbox_3: 0.1583 loss_giou_3: 0.3097 loss_ce_4: 0.2227 loss_bbox_4: 0.1543 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:05] d2.utils.events INFO: eta: 3:48:22 iter: 401299 total_loss: 4.576 loss_ce: 0.2081 loss_bbox: 0.1454 loss_giou: 0.2826 loss_ce_0: 0.4315 loss_bbox_0: 0.2573 loss_giou_0: 0.4401 loss_ce_1: 0.3222 loss_bbox_1: 0.1806 loss_giou_1: 0.3222 loss_ce_2: 0.2715 loss_bbox_2: 0.1606 loss_giou_2: 0.2948 loss_ce_3: 0.2356 loss_bbox_3: 0.1537 loss_giou_3: 0.2864 loss_ce_4: 0.2212 loss_bbox_4: 0.1481 loss_giou_4: 0.2839 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:11] d2.utils.events INFO: eta: 3:48:20 iter: 401319 total_loss: 4.967 loss_ce: 0.2064 loss_bbox: 0.1658 loss_giou: 0.3184 loss_ce_0: 0.4272 loss_bbox_0: 0.2644 loss_giou_0: 0.4871 loss_ce_1: 0.3145 loss_bbox_1: 0.1909 loss_giou_1: 0.3615 loss_ce_2: 0.2622 loss_bbox_2: 0.1796 loss_giou_2: 0.3401 loss_ce_3: 0.2244 loss_bbox_3: 0.1714 loss_giou_3: 0.3326 loss_ce_4: 0.2119 loss_bbox_4: 0.1693 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:16] d2.utils.events INFO: eta: 3:48:18 iter: 401339 total_loss: 4.764 loss_ce: 0.1951 loss_bbox: 0.1491 loss_giou: 0.3041 loss_ce_0: 0.412 loss_bbox_0: 0.2384 loss_giou_0: 0.4581 loss_ce_1: 0.2997 loss_bbox_1: 0.1716 loss_giou_1: 0.3498 loss_ce_2: 0.2496 loss_bbox_2: 0.1562 loss_giou_2: 0.3209 loss_ce_3: 0.2253 loss_bbox_3: 0.1575 loss_giou_3: 0.3105 loss_ce_4: 0.2069 loss_bbox_4: 0.1529 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:22] d2.utils.events INFO: eta: 3:48:15 iter: 401359 total_loss: 4.916 loss_ce: 0.2045 loss_bbox: 0.157 loss_giou: 0.3127 loss_ce_0: 0.4447 loss_bbox_0: 0.2806 loss_giou_0: 0.4734 loss_ce_1: 0.3191 loss_bbox_1: 0.1929 loss_giou_1: 0.3606 loss_ce_2: 0.2645 loss_bbox_2: 0.1714 loss_giou_2: 0.3256 loss_ce_3: 0.2253 loss_bbox_3: 0.1635 loss_giou_3: 0.3214 loss_ce_4: 0.2115 loss_bbox_4: 0.1624 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:28] d2.utils.events INFO: eta: 3:48:09 iter: 401379 total_loss: 4.716 loss_ce: 0.1882 loss_bbox: 0.1627 loss_giou: 0.2873 loss_ce_0: 0.426 loss_bbox_0: 0.2745 loss_giou_0: 0.4317 loss_ce_1: 0.3043 loss_bbox_1: 0.1919 loss_giou_1: 0.3347 loss_ce_2: 0.2372 loss_bbox_2: 0.1727 loss_giou_2: 0.3025 loss_ce_3: 0.2022 loss_bbox_3: 0.1698 loss_giou_3: 0.2989 loss_ce_4: 0.1935 loss_bbox_4: 0.1653 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:33] d2.utils.events INFO: eta: 3:48:07 iter: 401399 total_loss: 4.998 loss_ce: 0.199 loss_bbox: 0.1563 loss_giou: 0.3151 loss_ce_0: 0.4166 loss_bbox_0: 0.2635 loss_giou_0: 0.5017 loss_ce_1: 0.3155 loss_bbox_1: 0.1802 loss_giou_1: 0.3686 loss_ce_2: 0.2529 loss_bbox_2: 0.1697 loss_giou_2: 0.3295 loss_ce_3: 0.239 loss_bbox_3: 0.1659 loss_giou_3: 0.3247 loss_ce_4: 0.2173 loss_bbox_4: 0.1595 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0206 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:39] d2.utils.events INFO: eta: 3:47:59 iter: 401419 total_loss: 4.487 loss_ce: 0.1838 loss_bbox: 0.1592 loss_giou: 0.2861 loss_ce_0: 0.4032 loss_bbox_0: 0.2563 loss_giou_0: 0.4306 loss_ce_1: 0.2876 loss_bbox_1: 0.1791 loss_giou_1: 0.3285 loss_ce_2: 0.2386 loss_bbox_2: 0.1694 loss_giou_2: 0.3052 loss_ce_3: 0.1925 loss_bbox_3: 0.1621 loss_giou_3: 0.2919 loss_ce_4: 0.1833 loss_bbox_4: 0.1584 loss_giou_4: 0.2874 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:45] d2.utils.events INFO: eta: 3:47:53 iter: 401439 total_loss: 4.704 loss_ce: 0.2103 loss_bbox: 0.1473 loss_giou: 0.2793 loss_ce_0: 0.4443 loss_bbox_0: 0.2654 loss_giou_0: 0.461 loss_ce_1: 0.3189 loss_bbox_1: 0.1787 loss_giou_1: 0.3239 loss_ce_2: 0.2594 loss_bbox_2: 0.1665 loss_giou_2: 0.2927 loss_ce_3: 0.2375 loss_bbox_3: 0.1584 loss_giou_3: 0.283 loss_ce_4: 0.2152 loss_bbox_4: 0.1469 loss_giou_4: 0.2877 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:50] d2.utils.events INFO: eta: 3:47:46 iter: 401459 total_loss: 4.948 loss_ce: 0.2251 loss_bbox: 0.1671 loss_giou: 0.2918 loss_ce_0: 0.4258 loss_bbox_0: 0.2684 loss_giou_0: 0.4378 loss_ce_1: 0.3359 loss_bbox_1: 0.1875 loss_giou_1: 0.3333 loss_ce_2: 0.2676 loss_bbox_2: 0.1808 loss_giou_2: 0.313 loss_ce_3: 0.2381 loss_bbox_3: 0.1713 loss_giou_3: 0.3024 loss_ce_4: 0.2206 loss_bbox_4: 0.1689 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 21:59:56] d2.utils.events INFO: eta: 3:47:41 iter: 401479 total_loss: 4.722 loss_ce: 0.2005 loss_bbox: 0.155 loss_giou: 0.3133 loss_ce_0: 0.4251 loss_bbox_0: 0.2615 loss_giou_0: 0.4678 loss_ce_1: 0.308 loss_bbox_1: 0.1819 loss_giou_1: 0.3414 loss_ce_2: 0.2403 loss_bbox_2: 0.1667 loss_giou_2: 0.328 loss_ce_3: 0.2115 loss_bbox_3: 0.1619 loss_giou_3: 0.3231 loss_ce_4: 0.2063 loss_bbox_4: 0.1557 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:02] d2.utils.events INFO: eta: 3:47:43 iter: 401499 total_loss: 5.101 loss_ce: 0.2222 loss_bbox: 0.1584 loss_giou: 0.3191 loss_ce_0: 0.4474 loss_bbox_0: 0.2595 loss_giou_0: 0.4795 loss_ce_1: 0.3412 loss_bbox_1: 0.1864 loss_giou_1: 0.3692 loss_ce_2: 0.285 loss_bbox_2: 0.1763 loss_giou_2: 0.3375 loss_ce_3: 0.2445 loss_bbox_3: 0.1679 loss_giou_3: 0.3312 loss_ce_4: 0.2243 loss_bbox_4: 0.1652 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:08] d2.utils.events INFO: eta: 3:47:37 iter: 401519 total_loss: 4.805 loss_ce: 0.2016 loss_bbox: 0.1504 loss_giou: 0.3074 loss_ce_0: 0.4402 loss_bbox_0: 0.26 loss_giou_0: 0.4782 loss_ce_1: 0.3204 loss_bbox_1: 0.1759 loss_giou_1: 0.3492 loss_ce_2: 0.2607 loss_bbox_2: 0.1599 loss_giou_2: 0.3294 loss_ce_3: 0.2255 loss_bbox_3: 0.1577 loss_giou_3: 0.3146 loss_ce_4: 0.206 loss_bbox_4: 0.1552 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:13] d2.utils.events INFO: eta: 3:47:34 iter: 401539 total_loss: 4.754 loss_ce: 0.2131 loss_bbox: 0.1554 loss_giou: 0.2998 loss_ce_0: 0.4276 loss_bbox_0: 0.2636 loss_giou_0: 0.4605 loss_ce_1: 0.326 loss_bbox_1: 0.1835 loss_giou_1: 0.3472 loss_ce_2: 0.2661 loss_bbox_2: 0.1646 loss_giou_2: 0.319 loss_ce_3: 0.2274 loss_bbox_3: 0.1575 loss_giou_3: 0.3112 loss_ce_4: 0.2148 loss_bbox_4: 0.1574 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:19] d2.utils.events INFO: eta: 3:47:37 iter: 401559 total_loss: 4.75 loss_ce: 0.1904 loss_bbox: 0.154 loss_giou: 0.3042 loss_ce_0: 0.4153 loss_bbox_0: 0.2555 loss_giou_0: 0.4642 loss_ce_1: 0.3017 loss_bbox_1: 0.1831 loss_giou_1: 0.3458 loss_ce_2: 0.2363 loss_bbox_2: 0.1651 loss_giou_2: 0.3226 loss_ce_3: 0.2069 loss_bbox_3: 0.1567 loss_giou_3: 0.3137 loss_ce_4: 0.195 loss_bbox_4: 0.1552 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:25] d2.utils.events INFO: eta: 3:47:24 iter: 401579 total_loss: 5.065 loss_ce: 0.2167 loss_bbox: 0.163 loss_giou: 0.3425 loss_ce_0: 0.4244 loss_bbox_0: 0.2849 loss_giou_0: 0.5319 loss_ce_1: 0.3176 loss_bbox_1: 0.2111 loss_giou_1: 0.3904 loss_ce_2: 0.2648 loss_bbox_2: 0.1852 loss_giou_2: 0.3627 loss_ce_3: 0.2349 loss_bbox_3: 0.1766 loss_giou_3: 0.3514 loss_ce_4: 0.2226 loss_bbox_4: 0.1684 loss_giou_4: 0.3388 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:31] d2.utils.events INFO: eta: 3:47:27 iter: 401599 total_loss: 4.971 loss_ce: 0.2116 loss_bbox: 0.1529 loss_giou: 0.3094 loss_ce_0: 0.4193 loss_bbox_0: 0.2559 loss_giou_0: 0.485 loss_ce_1: 0.315 loss_bbox_1: 0.1816 loss_giou_1: 0.3562 loss_ce_2: 0.2611 loss_bbox_2: 0.1652 loss_giou_2: 0.3313 loss_ce_3: 0.2364 loss_bbox_3: 0.1581 loss_giou_3: 0.3185 loss_ce_4: 0.2189 loss_bbox_4: 0.1568 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:36] d2.utils.events INFO: eta: 3:47:21 iter: 401619 total_loss: 4.684 loss_ce: 0.1943 loss_bbox: 0.1481 loss_giou: 0.3028 loss_ce_0: 0.4161 loss_bbox_0: 0.2499 loss_giou_0: 0.4922 loss_ce_1: 0.3016 loss_bbox_1: 0.1724 loss_giou_1: 0.3498 loss_ce_2: 0.2493 loss_bbox_2: 0.1585 loss_giou_2: 0.3222 loss_ce_3: 0.2174 loss_bbox_3: 0.1498 loss_giou_3: 0.3093 loss_ce_4: 0.2014 loss_bbox_4: 0.1485 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:42] d2.utils.events INFO: eta: 3:47:10 iter: 401639 total_loss: 4.859 loss_ce: 0.2066 loss_bbox: 0.153 loss_giou: 0.3051 loss_ce_0: 0.4131 loss_bbox_0: 0.2567 loss_giou_0: 0.5067 loss_ce_1: 0.31 loss_bbox_1: 0.1721 loss_giou_1: 0.3573 loss_ce_2: 0.2592 loss_bbox_2: 0.1612 loss_giou_2: 0.3355 loss_ce_3: 0.2154 loss_bbox_3: 0.1593 loss_giou_3: 0.324 loss_ce_4: 0.2111 loss_bbox_4: 0.1533 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:48] d2.utils.events INFO: eta: 3:47:00 iter: 401659 total_loss: 4.644 loss_ce: 0.1979 loss_bbox: 0.1457 loss_giou: 0.2848 loss_ce_0: 0.4279 loss_bbox_0: 0.2616 loss_giou_0: 0.4517 loss_ce_1: 0.3166 loss_bbox_1: 0.1731 loss_giou_1: 0.3283 loss_ce_2: 0.2539 loss_bbox_2: 0.1511 loss_giou_2: 0.3053 loss_ce_3: 0.2221 loss_bbox_3: 0.1488 loss_giou_3: 0.2918 loss_ce_4: 0.2092 loss_bbox_4: 0.1454 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:53] d2.utils.events INFO: eta: 3:46:55 iter: 401679 total_loss: 4.914 loss_ce: 0.2197 loss_bbox: 0.1556 loss_giou: 0.2914 loss_ce_0: 0.4373 loss_bbox_0: 0.2639 loss_giou_0: 0.4548 loss_ce_1: 0.3348 loss_bbox_1: 0.1896 loss_giou_1: 0.3449 loss_ce_2: 0.2836 loss_bbox_2: 0.1677 loss_giou_2: 0.3141 loss_ce_3: 0.2353 loss_bbox_3: 0.1635 loss_giou_3: 0.3043 loss_ce_4: 0.2214 loss_bbox_4: 0.1588 loss_giou_4: 0.2988 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:00:59] d2.utils.events INFO: eta: 3:46:48 iter: 401699 total_loss: 4.645 loss_ce: 0.2039 loss_bbox: 0.1518 loss_giou: 0.2959 loss_ce_0: 0.4125 loss_bbox_0: 0.2686 loss_giou_0: 0.4467 loss_ce_1: 0.3106 loss_bbox_1: 0.1869 loss_giou_1: 0.3361 loss_ce_2: 0.2608 loss_bbox_2: 0.1639 loss_giou_2: 0.3116 loss_ce_3: 0.219 loss_bbox_3: 0.1576 loss_giou_3: 0.3061 loss_ce_4: 0.2083 loss_bbox_4: 0.1572 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0202 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:05] d2.utils.events INFO: eta: 3:46:42 iter: 401719 total_loss: 4.775 loss_ce: 0.2111 loss_bbox: 0.1537 loss_giou: 0.2995 loss_ce_0: 0.4272 loss_bbox_0: 0.2592 loss_giou_0: 0.4749 loss_ce_1: 0.3139 loss_bbox_1: 0.1817 loss_giou_1: 0.3565 loss_ce_2: 0.2542 loss_bbox_2: 0.1649 loss_giou_2: 0.3184 loss_ce_3: 0.2237 loss_bbox_3: 0.1609 loss_giou_3: 0.313 loss_ce_4: 0.2118 loss_bbox_4: 0.1556 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:10] d2.utils.events INFO: eta: 3:46:29 iter: 401739 total_loss: 4.824 loss_ce: 0.2143 loss_bbox: 0.1418 loss_giou: 0.3053 loss_ce_0: 0.4221 loss_bbox_0: 0.2533 loss_giou_0: 0.4561 loss_ce_1: 0.3145 loss_bbox_1: 0.1736 loss_giou_1: 0.3535 loss_ce_2: 0.2527 loss_bbox_2: 0.1566 loss_giou_2: 0.3264 loss_ce_3: 0.2263 loss_bbox_3: 0.1459 loss_giou_3: 0.3178 loss_ce_4: 0.212 loss_bbox_4: 0.1441 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:16] d2.utils.events INFO: eta: 3:46:22 iter: 401759 total_loss: 4.45 loss_ce: 0.1743 loss_bbox: 0.1452 loss_giou: 0.2753 loss_ce_0: 0.4152 loss_bbox_0: 0.2476 loss_giou_0: 0.4551 loss_ce_1: 0.2894 loss_bbox_1: 0.1747 loss_giou_1: 0.3187 loss_ce_2: 0.2277 loss_bbox_2: 0.1546 loss_giou_2: 0.2993 loss_ce_3: 0.1909 loss_bbox_3: 0.1491 loss_giou_3: 0.2896 loss_ce_4: 0.1767 loss_bbox_4: 0.1447 loss_giou_4: 0.2808 time: 0.2800 data_time: 0.0325 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:22] d2.utils.events INFO: eta: 3:46:11 iter: 401779 total_loss: 4.997 loss_ce: 0.223 loss_bbox: 0.1717 loss_giou: 0.31 loss_ce_0: 0.4369 loss_bbox_0: 0.279 loss_giou_0: 0.4805 loss_ce_1: 0.3325 loss_bbox_1: 0.2004 loss_giou_1: 0.3492 loss_ce_2: 0.2688 loss_bbox_2: 0.1793 loss_giou_2: 0.3222 loss_ce_3: 0.2381 loss_bbox_3: 0.1731 loss_giou_3: 0.3093 loss_ce_4: 0.2278 loss_bbox_4: 0.1726 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:27] d2.utils.events INFO: eta: 3:46:02 iter: 401799 total_loss: 4.777 loss_ce: 0.1997 loss_bbox: 0.1485 loss_giou: 0.3204 loss_ce_0: 0.4175 loss_bbox_0: 0.26 loss_giou_0: 0.4725 loss_ce_1: 0.3165 loss_bbox_1: 0.1809 loss_giou_1: 0.3572 loss_ce_2: 0.2478 loss_bbox_2: 0.1638 loss_giou_2: 0.3271 loss_ce_3: 0.2195 loss_bbox_3: 0.1554 loss_giou_3: 0.3224 loss_ce_4: 0.2009 loss_bbox_4: 0.1503 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:33] d2.utils.events INFO: eta: 3:45:57 iter: 401819 total_loss: 4.972 loss_ce: 0.2135 loss_bbox: 0.1609 loss_giou: 0.3043 loss_ce_0: 0.4371 loss_bbox_0: 0.2708 loss_giou_0: 0.4753 loss_ce_1: 0.3382 loss_bbox_1: 0.1963 loss_giou_1: 0.3546 loss_ce_2: 0.2873 loss_bbox_2: 0.1778 loss_giou_2: 0.3309 loss_ce_3: 0.2434 loss_bbox_3: 0.1647 loss_giou_3: 0.3184 loss_ce_4: 0.2175 loss_bbox_4: 0.1618 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:39] d2.utils.events INFO: eta: 3:45:59 iter: 401839 total_loss: 4.757 loss_ce: 0.2025 loss_bbox: 0.1585 loss_giou: 0.3036 loss_ce_0: 0.4167 loss_bbox_0: 0.2879 loss_giou_0: 0.4679 loss_ce_1: 0.3124 loss_bbox_1: 0.1976 loss_giou_1: 0.3557 loss_ce_2: 0.2498 loss_bbox_2: 0.178 loss_giou_2: 0.3185 loss_ce_3: 0.2174 loss_bbox_3: 0.1633 loss_giou_3: 0.309 loss_ce_4: 0.2092 loss_bbox_4: 0.1594 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:44] d2.utils.events INFO: eta: 3:45:45 iter: 401859 total_loss: 4.635 loss_ce: 0.1961 loss_bbox: 0.1496 loss_giou: 0.29 loss_ce_0: 0.4133 loss_bbox_0: 0.2551 loss_giou_0: 0.4488 loss_ce_1: 0.2993 loss_bbox_1: 0.1733 loss_giou_1: 0.337 loss_ce_2: 0.2438 loss_bbox_2: 0.1659 loss_giou_2: 0.3115 loss_ce_3: 0.2138 loss_bbox_3: 0.1561 loss_giou_3: 0.302 loss_ce_4: 0.2022 loss_bbox_4: 0.1509 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:50] d2.utils.events INFO: eta: 3:45:38 iter: 401879 total_loss: 4.642 loss_ce: 0.199 loss_bbox: 0.1425 loss_giou: 0.2967 loss_ce_0: 0.431 loss_bbox_0: 0.2593 loss_giou_0: 0.4645 loss_ce_1: 0.3165 loss_bbox_1: 0.1798 loss_giou_1: 0.3445 loss_ce_2: 0.2519 loss_bbox_2: 0.1576 loss_giou_2: 0.3143 loss_ce_3: 0.2129 loss_bbox_3: 0.1519 loss_giou_3: 0.2999 loss_ce_4: 0.1999 loss_bbox_4: 0.1492 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0324 lr: 2.5e-06 max_mem: 5427M [11/03 22:01:56] d2.utils.events INFO: eta: 3:45:34 iter: 401899 total_loss: 4.941 loss_ce: 0.2123 loss_bbox: 0.1428 loss_giou: 0.3196 loss_ce_0: 0.4273 loss_bbox_0: 0.2584 loss_giou_0: 0.4748 loss_ce_1: 0.3352 loss_bbox_1: 0.1697 loss_giou_1: 0.3536 loss_ce_2: 0.2614 loss_bbox_2: 0.1582 loss_giou_2: 0.3311 loss_ce_3: 0.2345 loss_bbox_3: 0.1522 loss_giou_3: 0.325 loss_ce_4: 0.2181 loss_bbox_4: 0.1481 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:01] d2.utils.events INFO: eta: 3:45:21 iter: 401919 total_loss: 4.775 loss_ce: 0.2014 loss_bbox: 0.1529 loss_giou: 0.2945 loss_ce_0: 0.4198 loss_bbox_0: 0.254 loss_giou_0: 0.4449 loss_ce_1: 0.3 loss_bbox_1: 0.1768 loss_giou_1: 0.3385 loss_ce_2: 0.2461 loss_bbox_2: 0.1619 loss_giou_2: 0.3132 loss_ce_3: 0.2144 loss_bbox_3: 0.1577 loss_giou_3: 0.3086 loss_ce_4: 0.1975 loss_bbox_4: 0.1549 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:07] d2.utils.events INFO: eta: 3:45:16 iter: 401939 total_loss: 4.919 loss_ce: 0.2061 loss_bbox: 0.1626 loss_giou: 0.3105 loss_ce_0: 0.4218 loss_bbox_0: 0.2761 loss_giou_0: 0.4804 loss_ce_1: 0.3183 loss_bbox_1: 0.1931 loss_giou_1: 0.3566 loss_ce_2: 0.2611 loss_bbox_2: 0.175 loss_giou_2: 0.3211 loss_ce_3: 0.2337 loss_bbox_3: 0.1664 loss_giou_3: 0.3144 loss_ce_4: 0.2123 loss_bbox_4: 0.1626 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:13] d2.utils.events INFO: eta: 3:45:09 iter: 401959 total_loss: 4.855 loss_ce: 0.2084 loss_bbox: 0.1491 loss_giou: 0.3087 loss_ce_0: 0.4331 loss_bbox_0: 0.2595 loss_giou_0: 0.4869 loss_ce_1: 0.3138 loss_bbox_1: 0.1757 loss_giou_1: 0.3552 loss_ce_2: 0.2627 loss_bbox_2: 0.1582 loss_giou_2: 0.3277 loss_ce_3: 0.2259 loss_bbox_3: 0.1542 loss_giou_3: 0.3199 loss_ce_4: 0.2078 loss_bbox_4: 0.1533 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:18] d2.utils.events INFO: eta: 3:44:54 iter: 401979 total_loss: 4.665 loss_ce: 0.2014 loss_bbox: 0.1501 loss_giou: 0.3031 loss_ce_0: 0.4259 loss_bbox_0: 0.2586 loss_giou_0: 0.4864 loss_ce_1: 0.3155 loss_bbox_1: 0.1814 loss_giou_1: 0.3552 loss_ce_2: 0.2542 loss_bbox_2: 0.1627 loss_giou_2: 0.3194 loss_ce_3: 0.215 loss_bbox_3: 0.1573 loss_giou_3: 0.3125 loss_ce_4: 0.1991 loss_bbox_4: 0.1523 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:24] d2.utils.events INFO: eta: 3:44:49 iter: 401999 total_loss: 4.76 loss_ce: 0.2058 loss_bbox: 0.1592 loss_giou: 0.2981 loss_ce_0: 0.4287 loss_bbox_0: 0.2682 loss_giou_0: 0.4672 loss_ce_1: 0.3167 loss_bbox_1: 0.192 loss_giou_1: 0.3414 loss_ce_2: 0.2638 loss_bbox_2: 0.1664 loss_giou_2: 0.3212 loss_ce_3: 0.2256 loss_bbox_3: 0.1628 loss_giou_3: 0.3079 loss_ce_4: 0.2081 loss_bbox_4: 0.1615 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:30] d2.utils.events INFO: eta: 3:44:44 iter: 402019 total_loss: 4.687 loss_ce: 0.2073 loss_bbox: 0.1538 loss_giou: 0.2999 loss_ce_0: 0.4197 loss_bbox_0: 0.2615 loss_giou_0: 0.4672 loss_ce_1: 0.3176 loss_bbox_1: 0.1901 loss_giou_1: 0.3376 loss_ce_2: 0.263 loss_bbox_2: 0.1636 loss_giou_2: 0.3239 loss_ce_3: 0.2215 loss_bbox_3: 0.1576 loss_giou_3: 0.314 loss_ce_4: 0.2147 loss_bbox_4: 0.1616 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:36] d2.utils.events INFO: eta: 3:44:37 iter: 402039 total_loss: 4.731 loss_ce: 0.2095 loss_bbox: 0.1517 loss_giou: 0.2963 loss_ce_0: 0.4166 loss_bbox_0: 0.248 loss_giou_0: 0.4732 loss_ce_1: 0.2977 loss_bbox_1: 0.1724 loss_giou_1: 0.344 loss_ce_2: 0.2464 loss_bbox_2: 0.1611 loss_giou_2: 0.3127 loss_ce_3: 0.221 loss_bbox_3: 0.1567 loss_giou_3: 0.3067 loss_ce_4: 0.2097 loss_bbox_4: 0.1544 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:41] d2.utils.events INFO: eta: 3:44:32 iter: 402059 total_loss: 4.555 loss_ce: 0.1938 loss_bbox: 0.1635 loss_giou: 0.2893 loss_ce_0: 0.4114 loss_bbox_0: 0.2648 loss_giou_0: 0.4601 loss_ce_1: 0.2857 loss_bbox_1: 0.1906 loss_giou_1: 0.3332 loss_ce_2: 0.2359 loss_bbox_2: 0.1653 loss_giou_2: 0.2991 loss_ce_3: 0.2102 loss_bbox_3: 0.1691 loss_giou_3: 0.298 loss_ce_4: 0.1967 loss_bbox_4: 0.1643 loss_giou_4: 0.2929 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:47] d2.utils.events INFO: eta: 3:44:27 iter: 402079 total_loss: 4.521 loss_ce: 0.1943 loss_bbox: 0.1514 loss_giou: 0.283 loss_ce_0: 0.4085 loss_bbox_0: 0.2591 loss_giou_0: 0.462 loss_ce_1: 0.2913 loss_bbox_1: 0.1789 loss_giou_1: 0.3248 loss_ce_2: 0.2444 loss_bbox_2: 0.1659 loss_giou_2: 0.3083 loss_ce_3: 0.2034 loss_bbox_3: 0.1581 loss_giou_3: 0.3 loss_ce_4: 0.2012 loss_bbox_4: 0.1557 loss_giou_4: 0.2882 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:53] d2.utils.events INFO: eta: 3:44:27 iter: 402099 total_loss: 4.925 loss_ce: 0.2073 loss_bbox: 0.1506 loss_giou: 0.3204 loss_ce_0: 0.4235 loss_bbox_0: 0.2686 loss_giou_0: 0.4925 loss_ce_1: 0.3059 loss_bbox_1: 0.1894 loss_giou_1: 0.3677 loss_ce_2: 0.2571 loss_bbox_2: 0.1689 loss_giou_2: 0.3373 loss_ce_3: 0.235 loss_bbox_3: 0.1553 loss_giou_3: 0.3205 loss_ce_4: 0.214 loss_bbox_4: 0.1534 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 22:02:58] d2.utils.events INFO: eta: 3:44:21 iter: 402119 total_loss: 4.769 loss_ce: 0.2036 loss_bbox: 0.1518 loss_giou: 0.301 loss_ce_0: 0.4233 loss_bbox_0: 0.2544 loss_giou_0: 0.4624 loss_ce_1: 0.3107 loss_bbox_1: 0.1806 loss_giou_1: 0.3462 loss_ce_2: 0.247 loss_bbox_2: 0.1661 loss_giou_2: 0.3244 loss_ce_3: 0.2193 loss_bbox_3: 0.1562 loss_giou_3: 0.3119 loss_ce_4: 0.206 loss_bbox_4: 0.1537 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:04] d2.utils.events INFO: eta: 3:44:11 iter: 402139 total_loss: 4.502 loss_ce: 0.1988 loss_bbox: 0.1573 loss_giou: 0.2691 loss_ce_0: 0.4133 loss_bbox_0: 0.2743 loss_giou_0: 0.4347 loss_ce_1: 0.3141 loss_bbox_1: 0.1896 loss_giou_1: 0.3349 loss_ce_2: 0.2497 loss_bbox_2: 0.1677 loss_giou_2: 0.2984 loss_ce_3: 0.2218 loss_bbox_3: 0.1628 loss_giou_3: 0.2869 loss_ce_4: 0.2019 loss_bbox_4: 0.159 loss_giou_4: 0.2741 time: 0.2800 data_time: 0.0208 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:10] d2.utils.events INFO: eta: 3:43:57 iter: 402159 total_loss: 4.41 loss_ce: 0.1845 loss_bbox: 0.1424 loss_giou: 0.2739 loss_ce_0: 0.413 loss_bbox_0: 0.248 loss_giou_0: 0.424 loss_ce_1: 0.3016 loss_bbox_1: 0.169 loss_giou_1: 0.3101 loss_ce_2: 0.2384 loss_bbox_2: 0.1488 loss_giou_2: 0.2876 loss_ce_3: 0.2116 loss_bbox_3: 0.1448 loss_giou_3: 0.2827 loss_ce_4: 0.1892 loss_bbox_4: 0.1446 loss_giou_4: 0.2753 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:15] d2.utils.events INFO: eta: 3:43:47 iter: 402179 total_loss: 4.881 loss_ce: 0.219 loss_bbox: 0.1598 loss_giou: 0.2966 loss_ce_0: 0.4276 loss_bbox_0: 0.257 loss_giou_0: 0.4711 loss_ce_1: 0.3116 loss_bbox_1: 0.1923 loss_giou_1: 0.3422 loss_ce_2: 0.2597 loss_bbox_2: 0.1756 loss_giou_2: 0.3219 loss_ce_3: 0.2318 loss_bbox_3: 0.1657 loss_giou_3: 0.3168 loss_ce_4: 0.2179 loss_bbox_4: 0.1627 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:21] d2.utils.events INFO: eta: 3:43:41 iter: 402199 total_loss: 4.798 loss_ce: 0.1977 loss_bbox: 0.1651 loss_giou: 0.3081 loss_ce_0: 0.4329 loss_bbox_0: 0.2704 loss_giou_0: 0.4573 loss_ce_1: 0.3224 loss_bbox_1: 0.1902 loss_giou_1: 0.3468 loss_ce_2: 0.2652 loss_bbox_2: 0.1754 loss_giou_2: 0.328 loss_ce_3: 0.2206 loss_bbox_3: 0.1673 loss_giou_3: 0.321 loss_ce_4: 0.205 loss_bbox_4: 0.1685 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:27] d2.utils.events INFO: eta: 3:43:36 iter: 402219 total_loss: 4.768 loss_ce: 0.2065 loss_bbox: 0.1488 loss_giou: 0.3151 loss_ce_0: 0.4319 loss_bbox_0: 0.2709 loss_giou_0: 0.4746 loss_ce_1: 0.3169 loss_bbox_1: 0.1845 loss_giou_1: 0.3347 loss_ce_2: 0.2612 loss_bbox_2: 0.1645 loss_giou_2: 0.3214 loss_ce_3: 0.2277 loss_bbox_3: 0.154 loss_giou_3: 0.3117 loss_ce_4: 0.2118 loss_bbox_4: 0.1537 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:32] d2.utils.events INFO: eta: 3:43:30 iter: 402239 total_loss: 4.422 loss_ce: 0.1879 loss_bbox: 0.1428 loss_giou: 0.2954 loss_ce_0: 0.4083 loss_bbox_0: 0.2433 loss_giou_0: 0.451 loss_ce_1: 0.3106 loss_bbox_1: 0.1693 loss_giou_1: 0.3324 loss_ce_2: 0.2459 loss_bbox_2: 0.1556 loss_giou_2: 0.3057 loss_ce_3: 0.2151 loss_bbox_3: 0.1484 loss_giou_3: 0.3015 loss_ce_4: 0.193 loss_bbox_4: 0.1468 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:38] d2.utils.events INFO: eta: 3:43:42 iter: 402259 total_loss: 5.174 loss_ce: 0.2369 loss_bbox: 0.1698 loss_giou: 0.3269 loss_ce_0: 0.4642 loss_bbox_0: 0.2761 loss_giou_0: 0.4941 loss_ce_1: 0.3436 loss_bbox_1: 0.2033 loss_giou_1: 0.3708 loss_ce_2: 0.2952 loss_bbox_2: 0.1827 loss_giou_2: 0.3381 loss_ce_3: 0.2649 loss_bbox_3: 0.1741 loss_giou_3: 0.3302 loss_ce_4: 0.239 loss_bbox_4: 0.1735 loss_giou_4: 0.3269 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:44] d2.utils.events INFO: eta: 3:43:37 iter: 402279 total_loss: 4.992 loss_ce: 0.2129 loss_bbox: 0.1532 loss_giou: 0.3203 loss_ce_0: 0.4455 loss_bbox_0: 0.2658 loss_giou_0: 0.4902 loss_ce_1: 0.326 loss_bbox_1: 0.1831 loss_giou_1: 0.355 loss_ce_2: 0.2658 loss_bbox_2: 0.1669 loss_giou_2: 0.3372 loss_ce_3: 0.2371 loss_bbox_3: 0.1627 loss_giou_3: 0.3247 loss_ce_4: 0.2196 loss_bbox_4: 0.1606 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:49] d2.utils.events INFO: eta: 3:43:31 iter: 402299 total_loss: 4.664 loss_ce: 0.1832 loss_bbox: 0.1527 loss_giou: 0.2955 loss_ce_0: 0.4215 loss_bbox_0: 0.2552 loss_giou_0: 0.4601 loss_ce_1: 0.2859 loss_bbox_1: 0.1736 loss_giou_1: 0.3394 loss_ce_2: 0.2258 loss_bbox_2: 0.1602 loss_giou_2: 0.3078 loss_ce_3: 0.1947 loss_bbox_3: 0.1576 loss_giou_3: 0.3028 loss_ce_4: 0.1896 loss_bbox_4: 0.1507 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:03:55] d2.utils.events INFO: eta: 3:43:25 iter: 402319 total_loss: 4.967 loss_ce: 0.2011 loss_bbox: 0.1542 loss_giou: 0.3034 loss_ce_0: 0.4228 loss_bbox_0: 0.2668 loss_giou_0: 0.476 loss_ce_1: 0.3111 loss_bbox_1: 0.1806 loss_giou_1: 0.3521 loss_ce_2: 0.2551 loss_bbox_2: 0.1652 loss_giou_2: 0.3236 loss_ce_3: 0.2234 loss_bbox_3: 0.1615 loss_giou_3: 0.3136 loss_ce_4: 0.2097 loss_bbox_4: 0.1582 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:01] d2.utils.events INFO: eta: 3:43:23 iter: 402339 total_loss: 4.848 loss_ce: 0.2126 loss_bbox: 0.1566 loss_giou: 0.3036 loss_ce_0: 0.4329 loss_bbox_0: 0.2683 loss_giou_0: 0.4551 loss_ce_1: 0.3201 loss_bbox_1: 0.1874 loss_giou_1: 0.3498 loss_ce_2: 0.2599 loss_bbox_2: 0.1773 loss_giou_2: 0.3102 loss_ce_3: 0.2215 loss_bbox_3: 0.1657 loss_giou_3: 0.3063 loss_ce_4: 0.2097 loss_bbox_4: 0.1593 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:07] d2.utils.events INFO: eta: 3:43:15 iter: 402359 total_loss: 5.02 loss_ce: 0.2065 loss_bbox: 0.1539 loss_giou: 0.3135 loss_ce_0: 0.433 loss_bbox_0: 0.2628 loss_giou_0: 0.4747 loss_ce_1: 0.3241 loss_bbox_1: 0.1786 loss_giou_1: 0.3653 loss_ce_2: 0.2663 loss_bbox_2: 0.1643 loss_giou_2: 0.3352 loss_ce_3: 0.2276 loss_bbox_3: 0.1579 loss_giou_3: 0.32 loss_ce_4: 0.2131 loss_bbox_4: 0.1566 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:12] d2.utils.events INFO: eta: 3:43:08 iter: 402379 total_loss: 4.874 loss_ce: 0.2044 loss_bbox: 0.1536 loss_giou: 0.2978 loss_ce_0: 0.4349 loss_bbox_0: 0.2596 loss_giou_0: 0.4676 loss_ce_1: 0.3312 loss_bbox_1: 0.1809 loss_giou_1: 0.3364 loss_ce_2: 0.2623 loss_bbox_2: 0.1621 loss_giou_2: 0.3149 loss_ce_3: 0.2206 loss_bbox_3: 0.1589 loss_giou_3: 0.3085 loss_ce_4: 0.2064 loss_bbox_4: 0.1553 loss_giou_4: 0.2993 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:18] d2.utils.events INFO: eta: 3:43:01 iter: 402399 total_loss: 4.747 loss_ce: 0.2086 loss_bbox: 0.1613 loss_giou: 0.3011 loss_ce_0: 0.4241 loss_bbox_0: 0.2753 loss_giou_0: 0.4476 loss_ce_1: 0.3168 loss_bbox_1: 0.1888 loss_giou_1: 0.3401 loss_ce_2: 0.2504 loss_bbox_2: 0.1749 loss_giou_2: 0.3145 loss_ce_3: 0.2252 loss_bbox_3: 0.165 loss_giou_3: 0.3059 loss_ce_4: 0.2074 loss_bbox_4: 0.1626 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:24] d2.utils.events INFO: eta: 3:42:53 iter: 402419 total_loss: 4.651 loss_ce: 0.2005 loss_bbox: 0.1542 loss_giou: 0.2883 loss_ce_0: 0.421 loss_bbox_0: 0.2647 loss_giou_0: 0.4449 loss_ce_1: 0.3038 loss_bbox_1: 0.1843 loss_giou_1: 0.3339 loss_ce_2: 0.2479 loss_bbox_2: 0.1614 loss_giou_2: 0.3065 loss_ce_3: 0.2118 loss_bbox_3: 0.1606 loss_giou_3: 0.2924 loss_ce_4: 0.1998 loss_bbox_4: 0.1582 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:29] d2.utils.events INFO: eta: 3:42:45 iter: 402439 total_loss: 4.616 loss_ce: 0.1949 loss_bbox: 0.1513 loss_giou: 0.3068 loss_ce_0: 0.4252 loss_bbox_0: 0.2594 loss_giou_0: 0.4828 loss_ce_1: 0.3052 loss_bbox_1: 0.175 loss_giou_1: 0.3545 loss_ce_2: 0.2441 loss_bbox_2: 0.1629 loss_giou_2: 0.3245 loss_ce_3: 0.2112 loss_bbox_3: 0.1566 loss_giou_3: 0.3166 loss_ce_4: 0.1999 loss_bbox_4: 0.1518 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:35] d2.utils.events INFO: eta: 3:42:44 iter: 402459 total_loss: 4.878 loss_ce: 0.2021 loss_bbox: 0.1639 loss_giou: 0.3073 loss_ce_0: 0.427 loss_bbox_0: 0.274 loss_giou_0: 0.4655 loss_ce_1: 0.3226 loss_bbox_1: 0.1938 loss_giou_1: 0.3408 loss_ce_2: 0.2603 loss_bbox_2: 0.1758 loss_giou_2: 0.3234 loss_ce_3: 0.2208 loss_bbox_3: 0.1656 loss_giou_3: 0.319 loss_ce_4: 0.2002 loss_bbox_4: 0.1683 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:41] d2.utils.events INFO: eta: 3:42:33 iter: 402479 total_loss: 4.904 loss_ce: 0.2127 loss_bbox: 0.1663 loss_giou: 0.2996 loss_ce_0: 0.4308 loss_bbox_0: 0.2668 loss_giou_0: 0.4783 loss_ce_1: 0.3251 loss_bbox_1: 0.1893 loss_giou_1: 0.3517 loss_ce_2: 0.262 loss_bbox_2: 0.1794 loss_giou_2: 0.3231 loss_ce_3: 0.2326 loss_bbox_3: 0.1686 loss_giou_3: 0.3145 loss_ce_4: 0.2174 loss_bbox_4: 0.1649 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:46] d2.utils.events INFO: eta: 3:42:28 iter: 402499 total_loss: 4.775 loss_ce: 0.202 loss_bbox: 0.1454 loss_giou: 0.303 loss_ce_0: 0.4269 loss_bbox_0: 0.2496 loss_giou_0: 0.5025 loss_ce_1: 0.309 loss_bbox_1: 0.1657 loss_giou_1: 0.3535 loss_ce_2: 0.2507 loss_bbox_2: 0.1549 loss_giou_2: 0.3231 loss_ce_3: 0.2186 loss_bbox_3: 0.1493 loss_giou_3: 0.3179 loss_ce_4: 0.208 loss_bbox_4: 0.1463 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:52] d2.utils.events INFO: eta: 3:42:23 iter: 402519 total_loss: 4.787 loss_ce: 0.2064 loss_bbox: 0.1575 loss_giou: 0.3032 loss_ce_0: 0.439 loss_bbox_0: 0.2693 loss_giou_0: 0.46 loss_ce_1: 0.3204 loss_bbox_1: 0.1864 loss_giou_1: 0.3337 loss_ce_2: 0.2609 loss_bbox_2: 0.1715 loss_giou_2: 0.3134 loss_ce_3: 0.2253 loss_bbox_3: 0.1659 loss_giou_3: 0.3055 loss_ce_4: 0.2104 loss_bbox_4: 0.1587 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 22:04:58] d2.utils.events INFO: eta: 3:42:15 iter: 402539 total_loss: 4.962 loss_ce: 0.2127 loss_bbox: 0.1548 loss_giou: 0.3201 loss_ce_0: 0.4259 loss_bbox_0: 0.2549 loss_giou_0: 0.4834 loss_ce_1: 0.3232 loss_bbox_1: 0.1849 loss_giou_1: 0.369 loss_ce_2: 0.2613 loss_bbox_2: 0.1616 loss_giou_2: 0.3368 loss_ce_3: 0.2368 loss_bbox_3: 0.1597 loss_giou_3: 0.3307 loss_ce_4: 0.2219 loss_bbox_4: 0.1563 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:04] d2.utils.events INFO: eta: 3:42:03 iter: 402559 total_loss: 4.78 loss_ce: 0.2071 loss_bbox: 0.1439 loss_giou: 0.3062 loss_ce_0: 0.4324 loss_bbox_0: 0.2542 loss_giou_0: 0.4835 loss_ce_1: 0.3186 loss_bbox_1: 0.1743 loss_giou_1: 0.3579 loss_ce_2: 0.2593 loss_bbox_2: 0.1554 loss_giou_2: 0.3325 loss_ce_3: 0.226 loss_bbox_3: 0.1494 loss_giou_3: 0.321 loss_ce_4: 0.2139 loss_bbox_4: 0.1469 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:09] d2.utils.events INFO: eta: 3:41:55 iter: 402579 total_loss: 4.756 loss_ce: 0.2134 loss_bbox: 0.1514 loss_giou: 0.2992 loss_ce_0: 0.4195 loss_bbox_0: 0.2558 loss_giou_0: 0.4538 loss_ce_1: 0.3175 loss_bbox_1: 0.181 loss_giou_1: 0.3392 loss_ce_2: 0.2629 loss_bbox_2: 0.1612 loss_giou_2: 0.3076 loss_ce_3: 0.239 loss_bbox_3: 0.1549 loss_giou_3: 0.3035 loss_ce_4: 0.22 loss_bbox_4: 0.1498 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:15] d2.utils.events INFO: eta: 3:41:49 iter: 402599 total_loss: 4.727 loss_ce: 0.2089 loss_bbox: 0.1488 loss_giou: 0.2959 loss_ce_0: 0.4407 loss_bbox_0: 0.2625 loss_giou_0: 0.4749 loss_ce_1: 0.3202 loss_bbox_1: 0.1781 loss_giou_1: 0.3451 loss_ce_2: 0.2674 loss_bbox_2: 0.161 loss_giou_2: 0.3162 loss_ce_3: 0.2287 loss_bbox_3: 0.1561 loss_giou_3: 0.3112 loss_ce_4: 0.211 loss_bbox_4: 0.1508 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:21] d2.utils.events INFO: eta: 3:41:40 iter: 402619 total_loss: 4.743 loss_ce: 0.2021 loss_bbox: 0.1625 loss_giou: 0.2896 loss_ce_0: 0.4248 loss_bbox_0: 0.2648 loss_giou_0: 0.4465 loss_ce_1: 0.3103 loss_bbox_1: 0.1874 loss_giou_1: 0.3309 loss_ce_2: 0.2534 loss_bbox_2: 0.1709 loss_giou_2: 0.3108 loss_ce_3: 0.2197 loss_bbox_3: 0.1674 loss_giou_3: 0.3027 loss_ce_4: 0.2079 loss_bbox_4: 0.1593 loss_giou_4: 0.2931 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:26] d2.utils.events INFO: eta: 3:41:34 iter: 402639 total_loss: 4.949 loss_ce: 0.2177 loss_bbox: 0.1535 loss_giou: 0.3264 loss_ce_0: 0.4222 loss_bbox_0: 0.2531 loss_giou_0: 0.491 loss_ce_1: 0.3165 loss_bbox_1: 0.1809 loss_giou_1: 0.3673 loss_ce_2: 0.2534 loss_bbox_2: 0.1646 loss_giou_2: 0.3438 loss_ce_3: 0.2343 loss_bbox_3: 0.1567 loss_giou_3: 0.329 loss_ce_4: 0.2248 loss_bbox_4: 0.155 loss_giou_4: 0.3279 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:32] d2.utils.events INFO: eta: 3:41:28 iter: 402659 total_loss: 4.94 loss_ce: 0.2203 loss_bbox: 0.1577 loss_giou: 0.3035 loss_ce_0: 0.448 loss_bbox_0: 0.2666 loss_giou_0: 0.4915 loss_ce_1: 0.3218 loss_bbox_1: 0.1849 loss_giou_1: 0.3518 loss_ce_2: 0.2678 loss_bbox_2: 0.1666 loss_giou_2: 0.3218 loss_ce_3: 0.2348 loss_bbox_3: 0.1649 loss_giou_3: 0.3159 loss_ce_4: 0.2218 loss_bbox_4: 0.1594 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:38] d2.utils.events INFO: eta: 3:41:23 iter: 402679 total_loss: 4.714 loss_ce: 0.1999 loss_bbox: 0.157 loss_giou: 0.2984 loss_ce_0: 0.4369 loss_bbox_0: 0.2581 loss_giou_0: 0.4767 loss_ce_1: 0.3121 loss_bbox_1: 0.1875 loss_giou_1: 0.3462 loss_ce_2: 0.2518 loss_bbox_2: 0.1664 loss_giou_2: 0.3188 loss_ce_3: 0.2216 loss_bbox_3: 0.159 loss_giou_3: 0.3104 loss_ce_4: 0.206 loss_bbox_4: 0.1579 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:43] d2.utils.events INFO: eta: 3:41:20 iter: 402699 total_loss: 4.786 loss_ce: 0.1973 loss_bbox: 0.1518 loss_giou: 0.285 loss_ce_0: 0.4277 loss_bbox_0: 0.2623 loss_giou_0: 0.4556 loss_ce_1: 0.3084 loss_bbox_1: 0.1775 loss_giou_1: 0.3344 loss_ce_2: 0.2313 loss_bbox_2: 0.1608 loss_giou_2: 0.3099 loss_ce_3: 0.2162 loss_bbox_3: 0.1518 loss_giou_3: 0.3026 loss_ce_4: 0.206 loss_bbox_4: 0.1513 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:49] d2.utils.events INFO: eta: 3:41:21 iter: 402719 total_loss: 4.812 loss_ce: 0.2074 loss_bbox: 0.1496 loss_giou: 0.3037 loss_ce_0: 0.4272 loss_bbox_0: 0.2692 loss_giou_0: 0.4725 loss_ce_1: 0.3183 loss_bbox_1: 0.1745 loss_giou_1: 0.352 loss_ce_2: 0.2571 loss_bbox_2: 0.1629 loss_giou_2: 0.3244 loss_ce_3: 0.2257 loss_bbox_3: 0.1536 loss_giou_3: 0.3154 loss_ce_4: 0.2126 loss_bbox_4: 0.1521 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 22:05:55] d2.utils.events INFO: eta: 3:41:15 iter: 402739 total_loss: 5.132 loss_ce: 0.2297 loss_bbox: 0.1573 loss_giou: 0.3142 loss_ce_0: 0.4472 loss_bbox_0: 0.2731 loss_giou_0: 0.5005 loss_ce_1: 0.353 loss_bbox_1: 0.1926 loss_giou_1: 0.3721 loss_ce_2: 0.283 loss_bbox_2: 0.173 loss_giou_2: 0.3385 loss_ce_3: 0.2506 loss_bbox_3: 0.1635 loss_giou_3: 0.3249 loss_ce_4: 0.2341 loss_bbox_4: 0.1614 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:00] d2.utils.events INFO: eta: 3:41:15 iter: 402759 total_loss: 4.759 loss_ce: 0.2165 loss_bbox: 0.1483 loss_giou: 0.2864 loss_ce_0: 0.441 loss_bbox_0: 0.2697 loss_giou_0: 0.4552 loss_ce_1: 0.3352 loss_bbox_1: 0.186 loss_giou_1: 0.3426 loss_ce_2: 0.261 loss_bbox_2: 0.1655 loss_giou_2: 0.3032 loss_ce_3: 0.2318 loss_bbox_3: 0.1574 loss_giou_3: 0.2929 loss_ce_4: 0.2146 loss_bbox_4: 0.1512 loss_giou_4: 0.2873 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:06] d2.utils.events INFO: eta: 3:41:12 iter: 402779 total_loss: 4.956 loss_ce: 0.2199 loss_bbox: 0.1628 loss_giou: 0.2976 loss_ce_0: 0.4452 loss_bbox_0: 0.2695 loss_giou_0: 0.4823 loss_ce_1: 0.3377 loss_bbox_1: 0.1906 loss_giou_1: 0.3529 loss_ce_2: 0.2723 loss_bbox_2: 0.1738 loss_giou_2: 0.3306 loss_ce_3: 0.2375 loss_bbox_3: 0.1669 loss_giou_3: 0.3111 loss_ce_4: 0.2249 loss_bbox_4: 0.1617 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:12] d2.utils.events INFO: eta: 3:41:04 iter: 402799 total_loss: 4.497 loss_ce: 0.1913 loss_bbox: 0.1527 loss_giou: 0.281 loss_ce_0: 0.4249 loss_bbox_0: 0.2619 loss_giou_0: 0.4476 loss_ce_1: 0.3128 loss_bbox_1: 0.1874 loss_giou_1: 0.3257 loss_ce_2: 0.2511 loss_bbox_2: 0.1659 loss_giou_2: 0.2962 loss_ce_3: 0.2227 loss_bbox_3: 0.16 loss_giou_3: 0.2855 loss_ce_4: 0.1986 loss_bbox_4: 0.1551 loss_giou_4: 0.2837 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:17] d2.utils.events INFO: eta: 3:40:56 iter: 402819 total_loss: 4.681 loss_ce: 0.199 loss_bbox: 0.1512 loss_giou: 0.2917 loss_ce_0: 0.4109 loss_bbox_0: 0.2562 loss_giou_0: 0.4548 loss_ce_1: 0.3176 loss_bbox_1: 0.1796 loss_giou_1: 0.3396 loss_ce_2: 0.2462 loss_bbox_2: 0.1615 loss_giou_2: 0.3113 loss_ce_3: 0.2251 loss_bbox_3: 0.1566 loss_giou_3: 0.3018 loss_ce_4: 0.2083 loss_bbox_4: 0.155 loss_giou_4: 0.2935 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:23] d2.utils.events INFO: eta: 3:40:42 iter: 402839 total_loss: 4.63 loss_ce: 0.1948 loss_bbox: 0.1462 loss_giou: 0.278 loss_ce_0: 0.4035 loss_bbox_0: 0.2578 loss_giou_0: 0.4477 loss_ce_1: 0.2952 loss_bbox_1: 0.1719 loss_giou_1: 0.334 loss_ce_2: 0.2485 loss_bbox_2: 0.1585 loss_giou_2: 0.3013 loss_ce_3: 0.2178 loss_bbox_3: 0.151 loss_giou_3: 0.2968 loss_ce_4: 0.2058 loss_bbox_4: 0.1461 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0196 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:29] d2.utils.events INFO: eta: 3:40:38 iter: 402859 total_loss: 4.818 loss_ce: 0.2038 loss_bbox: 0.1522 loss_giou: 0.3022 loss_ce_0: 0.4251 loss_bbox_0: 0.2729 loss_giou_0: 0.4668 loss_ce_1: 0.3158 loss_bbox_1: 0.1906 loss_giou_1: 0.3411 loss_ce_2: 0.2626 loss_bbox_2: 0.1656 loss_giou_2: 0.3263 loss_ce_3: 0.2272 loss_bbox_3: 0.1593 loss_giou_3: 0.3114 loss_ce_4: 0.2082 loss_bbox_4: 0.155 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:34] d2.utils.events INFO: eta: 3:40:36 iter: 402879 total_loss: 5 loss_ce: 0.2138 loss_bbox: 0.153 loss_giou: 0.3042 loss_ce_0: 0.4391 loss_bbox_0: 0.263 loss_giou_0: 0.4623 loss_ce_1: 0.3394 loss_bbox_1: 0.1896 loss_giou_1: 0.3486 loss_ce_2: 0.2694 loss_bbox_2: 0.1712 loss_giou_2: 0.332 loss_ce_3: 0.239 loss_bbox_3: 0.1581 loss_giou_3: 0.3224 loss_ce_4: 0.2138 loss_bbox_4: 0.157 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:40] d2.utils.events INFO: eta: 3:40:23 iter: 402899 total_loss: 4.955 loss_ce: 0.2061 loss_bbox: 0.1628 loss_giou: 0.3189 loss_ce_0: 0.4289 loss_bbox_0: 0.2649 loss_giou_0: 0.4783 loss_ce_1: 0.3221 loss_bbox_1: 0.1894 loss_giou_1: 0.3528 loss_ce_2: 0.2609 loss_bbox_2: 0.1743 loss_giou_2: 0.3316 loss_ce_3: 0.2235 loss_bbox_3: 0.1667 loss_giou_3: 0.3209 loss_ce_4: 0.2077 loss_bbox_4: 0.1629 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:46] d2.utils.events INFO: eta: 3:40:22 iter: 402919 total_loss: 4.434 loss_ce: 0.1887 loss_bbox: 0.154 loss_giou: 0.2801 loss_ce_0: 0.4129 loss_bbox_0: 0.2557 loss_giou_0: 0.4521 loss_ce_1: 0.3025 loss_bbox_1: 0.1849 loss_giou_1: 0.3349 loss_ce_2: 0.235 loss_bbox_2: 0.1686 loss_giou_2: 0.3027 loss_ce_3: 0.2067 loss_bbox_3: 0.163 loss_giou_3: 0.2938 loss_ce_4: 0.1947 loss_bbox_4: 0.159 loss_giou_4: 0.2875 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:51] d2.utils.events INFO: eta: 3:40:14 iter: 402939 total_loss: 4.849 loss_ce: 0.2072 loss_bbox: 0.1559 loss_giou: 0.3008 loss_ce_0: 0.418 loss_bbox_0: 0.2618 loss_giou_0: 0.4713 loss_ce_1: 0.3162 loss_bbox_1: 0.1869 loss_giou_1: 0.3469 loss_ce_2: 0.2615 loss_bbox_2: 0.1687 loss_giou_2: 0.3244 loss_ce_3: 0.2298 loss_bbox_3: 0.1635 loss_giou_3: 0.3104 loss_ce_4: 0.2071 loss_bbox_4: 0.159 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 22:06:57] d2.utils.events INFO: eta: 3:40:09 iter: 402959 total_loss: 4.748 loss_ce: 0.2002 loss_bbox: 0.1556 loss_giou: 0.3048 loss_ce_0: 0.4234 loss_bbox_0: 0.2561 loss_giou_0: 0.4721 loss_ce_1: 0.3096 loss_bbox_1: 0.1778 loss_giou_1: 0.3398 loss_ce_2: 0.2521 loss_bbox_2: 0.1716 loss_giou_2: 0.3197 loss_ce_3: 0.2169 loss_bbox_3: 0.1625 loss_giou_3: 0.3103 loss_ce_4: 0.2018 loss_bbox_4: 0.1618 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:03] d2.utils.events INFO: eta: 3:40:11 iter: 402979 total_loss: 4.72 loss_ce: 0.2125 loss_bbox: 0.1524 loss_giou: 0.2988 loss_ce_0: 0.4307 loss_bbox_0: 0.2626 loss_giou_0: 0.479 loss_ce_1: 0.3244 loss_bbox_1: 0.1785 loss_giou_1: 0.3504 loss_ce_2: 0.2557 loss_bbox_2: 0.166 loss_giou_2: 0.3129 loss_ce_3: 0.2299 loss_bbox_3: 0.1598 loss_giou_3: 0.3046 loss_ce_4: 0.2148 loss_bbox_4: 0.1558 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:08] d2.utils.events INFO: eta: 3:40:07 iter: 402999 total_loss: 4.766 loss_ce: 0.2057 loss_bbox: 0.1645 loss_giou: 0.2979 loss_ce_0: 0.4244 loss_bbox_0: 0.2686 loss_giou_0: 0.4415 loss_ce_1: 0.3113 loss_bbox_1: 0.191 loss_giou_1: 0.3404 loss_ce_2: 0.2474 loss_bbox_2: 0.1747 loss_giou_2: 0.3146 loss_ce_3: 0.2214 loss_bbox_3: 0.1689 loss_giou_3: 0.3105 loss_ce_4: 0.2057 loss_bbox_4: 0.1677 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:14] d2.utils.events INFO: eta: 3:39:54 iter: 403019 total_loss: 4.809 loss_ce: 0.1945 loss_bbox: 0.1576 loss_giou: 0.2993 loss_ce_0: 0.4117 loss_bbox_0: 0.2749 loss_giou_0: 0.4646 loss_ce_1: 0.3075 loss_bbox_1: 0.1881 loss_giou_1: 0.3454 loss_ce_2: 0.2395 loss_bbox_2: 0.169 loss_giou_2: 0.322 loss_ce_3: 0.2076 loss_bbox_3: 0.1692 loss_giou_3: 0.3099 loss_ce_4: 0.1952 loss_bbox_4: 0.1594 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:20] d2.utils.events INFO: eta: 3:39:52 iter: 403039 total_loss: 4.723 loss_ce: 0.2131 loss_bbox: 0.1496 loss_giou: 0.3058 loss_ce_0: 0.4248 loss_bbox_0: 0.249 loss_giou_0: 0.4872 loss_ce_1: 0.3191 loss_bbox_1: 0.1767 loss_giou_1: 0.3614 loss_ce_2: 0.2621 loss_bbox_2: 0.1619 loss_giou_2: 0.3251 loss_ce_3: 0.2305 loss_bbox_3: 0.1589 loss_giou_3: 0.3155 loss_ce_4: 0.2164 loss_bbox_4: 0.1541 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:25] d2.utils.events INFO: eta: 3:39:42 iter: 403059 total_loss: 4.703 loss_ce: 0.1926 loss_bbox: 0.1522 loss_giou: 0.2965 loss_ce_0: 0.4187 loss_bbox_0: 0.2647 loss_giou_0: 0.4703 loss_ce_1: 0.301 loss_bbox_1: 0.1776 loss_giou_1: 0.3407 loss_ce_2: 0.2409 loss_bbox_2: 0.1666 loss_giou_2: 0.3135 loss_ce_3: 0.2035 loss_bbox_3: 0.1584 loss_giou_3: 0.3014 loss_ce_4: 0.1903 loss_bbox_4: 0.154 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:31] d2.utils.events INFO: eta: 3:39:37 iter: 403079 total_loss: 4.977 loss_ce: 0.2094 loss_bbox: 0.1779 loss_giou: 0.3063 loss_ce_0: 0.443 loss_bbox_0: 0.2878 loss_giou_0: 0.4828 loss_ce_1: 0.3252 loss_bbox_1: 0.2102 loss_giou_1: 0.3465 loss_ce_2: 0.2657 loss_bbox_2: 0.1891 loss_giou_2: 0.3274 loss_ce_3: 0.2304 loss_bbox_3: 0.1819 loss_giou_3: 0.3121 loss_ce_4: 0.2162 loss_bbox_4: 0.1775 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:37] d2.utils.events INFO: eta: 3:39:29 iter: 403099 total_loss: 4.849 loss_ce: 0.2006 loss_bbox: 0.1578 loss_giou: 0.3007 loss_ce_0: 0.4313 loss_bbox_0: 0.2525 loss_giou_0: 0.4671 loss_ce_1: 0.3027 loss_bbox_1: 0.1836 loss_giou_1: 0.3365 loss_ce_2: 0.2606 loss_bbox_2: 0.1693 loss_giou_2: 0.318 loss_ce_3: 0.218 loss_bbox_3: 0.1596 loss_giou_3: 0.3091 loss_ce_4: 0.2025 loss_bbox_4: 0.1568 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0313 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:42] d2.utils.events INFO: eta: 3:39:24 iter: 403119 total_loss: 4.748 loss_ce: 0.2098 loss_bbox: 0.1513 loss_giou: 0.2901 loss_ce_0: 0.4226 loss_bbox_0: 0.2664 loss_giou_0: 0.4764 loss_ce_1: 0.3226 loss_bbox_1: 0.1809 loss_giou_1: 0.3375 loss_ce_2: 0.2587 loss_bbox_2: 0.1642 loss_giou_2: 0.3031 loss_ce_3: 0.2266 loss_bbox_3: 0.1568 loss_giou_3: 0.2947 loss_ce_4: 0.2072 loss_bbox_4: 0.1554 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:48] d2.utils.events INFO: eta: 3:39:20 iter: 403139 total_loss: 4.731 loss_ce: 0.1883 loss_bbox: 0.1469 loss_giou: 0.2927 loss_ce_0: 0.4168 loss_bbox_0: 0.2445 loss_giou_0: 0.4532 loss_ce_1: 0.3193 loss_bbox_1: 0.1756 loss_giou_1: 0.3362 loss_ce_2: 0.2525 loss_bbox_2: 0.1587 loss_giou_2: 0.3041 loss_ce_3: 0.2112 loss_bbox_3: 0.1521 loss_giou_3: 0.3027 loss_ce_4: 0.198 loss_bbox_4: 0.1472 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 22:07:51] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 22:07:52] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 22:07:52] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 22:07:52] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 22:07:52] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 22:07:52] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 22:07:59] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0008 s/iter. Inference: 0.0394 s/iter. Eval: 0.0015 s/iter. Total: 0.0417 s/iter. ETA=0:00:25 [11/03 22:08:04] d2.evaluation.evaluator INFO: Inference done 108/625. Dataloading: 0.0027 s/iter. Inference: 0.0476 s/iter. Eval: 0.0005 s/iter. Total: 0.0510 s/iter. ETA=0:00:26 [11/03 22:08:09] d2.evaluation.evaluator INFO: Inference done 207/625. Dataloading: 0.0028 s/iter. Inference: 0.0474 s/iter. Eval: 0.0004 s/iter. Total: 0.0508 s/iter. ETA=0:00:21 [11/03 22:08:14] d2.evaluation.evaluator INFO: Inference done 303/625. Dataloading: 0.0029 s/iter. Inference: 0.0479 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:16 [11/03 22:08:19] d2.evaluation.evaluator INFO: Inference done 397/625. Dataloading: 0.0028 s/iter. Inference: 0.0484 s/iter. Eval: 0.0004 s/iter. Total: 0.0518 s/iter. ETA=0:00:11 [11/03 22:08:24] d2.evaluation.evaluator INFO: Inference done 492/625. Dataloading: 0.0029 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:06 [11/03 22:08:29] d2.evaluation.evaluator INFO: Inference done 590/625. Dataloading: 0.0028 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:01 [11/03 22:08:31] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.451886 (0.052342 s / iter per device, on 8 devices) [11/03 22:08:31] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048382 s / iter per device, on 8 devices) [11/03 22:08:42] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 22:08:42] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 22:08:44] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 22:08:50] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 22:09:04] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.18 seconds. [11/03 22:09:04] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 22:09:06] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.81 seconds. [11/03 22:09:06] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 45.023 | 64.160 | 48.341 | 26.909 | 47.655 | 60.840 | [11/03 22:09:06] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.729 | bicycle | 31.726 | car | 45.552 | | motorcycle | 46.649 | airplane | 70.930 | bus | 67.156 | | train | 67.334 | truck | 41.216 | boat | 28.627 | | traffic light | 29.036 | fire hydrant | 70.406 | stop sign | 68.783 | | parking meter | 44.648 | bench | 27.490 | bird | 39.731 | | cat | 74.963 | dog | 68.522 | horse | 62.537 | | sheep | 54.289 | cow | 62.177 | elephant | 68.549 | | bear | 75.350 | zebra | 69.236 | giraffe | 69.562 | | backpack | 16.282 | umbrella | 41.076 | handbag | 18.152 | | tie | 35.795 | suitcase | 44.004 | frisbee | 69.521 | | skis | 28.268 | snowboard | 47.172 | sports ball | 48.888 | | kite | 47.323 | baseball bat | 33.137 | baseball glove | 40.724 | | skateboard | 58.542 | surfboard | 40.298 | tennis racket | 52.088 | | bottle | 39.807 | wine glass | 36.168 | cup | 44.157 | | fork | 38.864 | knife | 21.133 | spoon | 20.659 | | bowl | 45.194 | banana | 23.754 | apple | 21.679 | | sandwich | 40.630 | orange | 32.127 | broccoli | 22.785 | | carrot | 22.804 | hot dog | 42.022 | pizza | 55.696 | | donut | 50.692 | cake | 37.996 | chair | 28.979 | | couch | 48.662 | potted plant | 28.836 | bed | 51.442 | | dining table | 31.012 | toilet | 64.799 | tv | 59.902 | | laptop | 62.396 | mouse | 62.161 | remote | 37.733 | | keyboard | 52.594 | cell phone | 38.567 | microwave | 66.396 | | oven | 35.920 | toaster | 38.127 | sink | 36.892 | | refrigerator | 63.771 | book | 15.679 | clock | 50.685 | | vase | 39.744 | scissors | 40.154 | teddy bear | 50.214 | | hair drier | 4.141 | toothbrush | 35.431 | | | [11/03 22:09:07] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 22:09:07] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 22:09:07] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 22:09:07] d2.evaluation.testing INFO: copypaste: 45.0234,64.1596,48.3406,26.9087,47.6553,60.8402 [11/03 22:09:10] d2.utils.events INFO: eta: 3:39:14 iter: 403159 total_loss: 4.559 loss_ce: 0.1948 loss_bbox: 0.1502 loss_giou: 0.3021 loss_ce_0: 0.4273 loss_bbox_0: 0.2641 loss_giou_0: 0.4702 loss_ce_1: 0.3075 loss_bbox_1: 0.1784 loss_giou_1: 0.3384 loss_ce_2: 0.2455 loss_bbox_2: 0.1605 loss_giou_2: 0.3125 loss_ce_3: 0.2139 loss_bbox_3: 0.1544 loss_giou_3: 0.3073 loss_ce_4: 0.1991 loss_bbox_4: 0.1514 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 22:09:16] d2.utils.events INFO: eta: 3:39:15 iter: 403179 total_loss: 4.741 loss_ce: 0.2039 loss_bbox: 0.1577 loss_giou: 0.3015 loss_ce_0: 0.4154 loss_bbox_0: 0.2611 loss_giou_0: 0.4776 loss_ce_1: 0.3168 loss_bbox_1: 0.1822 loss_giou_1: 0.3521 loss_ce_2: 0.2549 loss_bbox_2: 0.1665 loss_giou_2: 0.3221 loss_ce_3: 0.2169 loss_bbox_3: 0.1597 loss_giou_3: 0.3132 loss_ce_4: 0.2049 loss_bbox_4: 0.1545 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 22:09:22] d2.utils.events INFO: eta: 3:39:11 iter: 403199 total_loss: 4.749 loss_ce: 0.2155 loss_bbox: 0.1505 loss_giou: 0.3031 loss_ce_0: 0.4375 loss_bbox_0: 0.2621 loss_giou_0: 0.4786 loss_ce_1: 0.3044 loss_bbox_1: 0.1822 loss_giou_1: 0.3561 loss_ce_2: 0.25 loss_bbox_2: 0.1655 loss_giou_2: 0.3263 loss_ce_3: 0.2327 loss_bbox_3: 0.1576 loss_giou_3: 0.3167 loss_ce_4: 0.2206 loss_bbox_4: 0.1543 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 22:09:27] d2.utils.events INFO: eta: 3:39:08 iter: 403219 total_loss: 4.638 loss_ce: 0.1997 loss_bbox: 0.1525 loss_giou: 0.2827 loss_ce_0: 0.4233 loss_bbox_0: 0.2803 loss_giou_0: 0.4406 loss_ce_1: 0.3054 loss_bbox_1: 0.1847 loss_giou_1: 0.3252 loss_ce_2: 0.2492 loss_bbox_2: 0.1711 loss_giou_2: 0.3066 loss_ce_3: 0.2151 loss_bbox_3: 0.162 loss_giou_3: 0.2921 loss_ce_4: 0.2038 loss_bbox_4: 0.1582 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 22:09:33] d2.utils.events INFO: eta: 3:39:02 iter: 403239 total_loss: 4.639 loss_ce: 0.2065 loss_bbox: 0.1447 loss_giou: 0.2929 loss_ce_0: 0.4249 loss_bbox_0: 0.2595 loss_giou_0: 0.4642 loss_ce_1: 0.3148 loss_bbox_1: 0.1715 loss_giou_1: 0.3334 loss_ce_2: 0.2555 loss_bbox_2: 0.1537 loss_giou_2: 0.3051 loss_ce_3: 0.2232 loss_bbox_3: 0.1526 loss_giou_3: 0.2998 loss_ce_4: 0.2066 loss_bbox_4: 0.1455 loss_giou_4: 0.2949 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:09:39] d2.utils.events INFO: eta: 3:38:54 iter: 403259 total_loss: 4.875 loss_ce: 0.216 loss_bbox: 0.148 loss_giou: 0.3158 loss_ce_0: 0.416 loss_bbox_0: 0.2485 loss_giou_0: 0.4944 loss_ce_1: 0.3074 loss_bbox_1: 0.1759 loss_giou_1: 0.3649 loss_ce_2: 0.2733 loss_bbox_2: 0.1641 loss_giou_2: 0.3389 loss_ce_3: 0.2299 loss_bbox_3: 0.1594 loss_giou_3: 0.3281 loss_ce_4: 0.2244 loss_bbox_4: 0.1525 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 22:09:44] d2.utils.events INFO: eta: 3:38:49 iter: 403279 total_loss: 4.793 loss_ce: 0.1894 loss_bbox: 0.1542 loss_giou: 0.3165 loss_ce_0: 0.4261 loss_bbox_0: 0.2538 loss_giou_0: 0.4716 loss_ce_1: 0.3115 loss_bbox_1: 0.1804 loss_giou_1: 0.3541 loss_ce_2: 0.2279 loss_bbox_2: 0.1644 loss_giou_2: 0.3381 loss_ce_3: 0.196 loss_bbox_3: 0.159 loss_giou_3: 0.3236 loss_ce_4: 0.1886 loss_bbox_4: 0.1579 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 22:09:50] d2.utils.events INFO: eta: 3:38:41 iter: 403299 total_loss: 4.499 loss_ce: 0.1856 loss_bbox: 0.1429 loss_giou: 0.2804 loss_ce_0: 0.4205 loss_bbox_0: 0.2593 loss_giou_0: 0.4579 loss_ce_1: 0.3068 loss_bbox_1: 0.1769 loss_giou_1: 0.328 loss_ce_2: 0.2421 loss_bbox_2: 0.1579 loss_giou_2: 0.2996 loss_ce_3: 0.2138 loss_bbox_3: 0.1505 loss_giou_3: 0.29 loss_ce_4: 0.1951 loss_bbox_4: 0.1427 loss_giou_4: 0.285 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:09:56] d2.utils.events INFO: eta: 3:38:36 iter: 403319 total_loss: 4.854 loss_ce: 0.2104 loss_bbox: 0.1587 loss_giou: 0.309 loss_ce_0: 0.4332 loss_bbox_0: 0.2653 loss_giou_0: 0.4642 loss_ce_1: 0.3207 loss_bbox_1: 0.1902 loss_giou_1: 0.3616 loss_ce_2: 0.2655 loss_bbox_2: 0.1719 loss_giou_2: 0.3295 loss_ce_3: 0.232 loss_bbox_3: 0.1649 loss_giou_3: 0.3194 loss_ce_4: 0.2166 loss_bbox_4: 0.1612 loss_giou_4: 0.3132 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:01] d2.utils.events INFO: eta: 3:38:23 iter: 403339 total_loss: 4.942 loss_ce: 0.2213 loss_bbox: 0.1643 loss_giou: 0.3143 loss_ce_0: 0.4393 loss_bbox_0: 0.275 loss_giou_0: 0.4782 loss_ce_1: 0.3294 loss_bbox_1: 0.1894 loss_giou_1: 0.3573 loss_ce_2: 0.2736 loss_bbox_2: 0.1765 loss_giou_2: 0.3403 loss_ce_3: 0.2413 loss_bbox_3: 0.1701 loss_giou_3: 0.3234 loss_ce_4: 0.2234 loss_bbox_4: 0.166 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:07] d2.utils.events INFO: eta: 3:38:18 iter: 403359 total_loss: 4.568 loss_ce: 0.1935 loss_bbox: 0.1486 loss_giou: 0.2866 loss_ce_0: 0.4047 loss_bbox_0: 0.26 loss_giou_0: 0.4498 loss_ce_1: 0.2924 loss_bbox_1: 0.1861 loss_giou_1: 0.3272 loss_ce_2: 0.236 loss_bbox_2: 0.1651 loss_giou_2: 0.3041 loss_ce_3: 0.204 loss_bbox_3: 0.1548 loss_giou_3: 0.2955 loss_ce_4: 0.1962 loss_bbox_4: 0.1519 loss_giou_4: 0.2926 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:13] d2.utils.events INFO: eta: 3:38:20 iter: 403379 total_loss: 4.885 loss_ce: 0.2217 loss_bbox: 0.1525 loss_giou: 0.3069 loss_ce_0: 0.4353 loss_bbox_0: 0.2589 loss_giou_0: 0.4613 loss_ce_1: 0.3315 loss_bbox_1: 0.1776 loss_giou_1: 0.3515 loss_ce_2: 0.2723 loss_bbox_2: 0.1645 loss_giou_2: 0.3213 loss_ce_3: 0.2341 loss_bbox_3: 0.1574 loss_giou_3: 0.3095 loss_ce_4: 0.2209 loss_bbox_4: 0.1524 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0322 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:18] d2.utils.events INFO: eta: 3:38:19 iter: 403399 total_loss: 5.079 loss_ce: 0.2216 loss_bbox: 0.1583 loss_giou: 0.3178 loss_ce_0: 0.4444 loss_bbox_0: 0.2852 loss_giou_0: 0.4615 loss_ce_1: 0.3387 loss_bbox_1: 0.1843 loss_giou_1: 0.3511 loss_ce_2: 0.2703 loss_bbox_2: 0.169 loss_giou_2: 0.3256 loss_ce_3: 0.2309 loss_bbox_3: 0.1624 loss_giou_3: 0.3261 loss_ce_4: 0.2213 loss_bbox_4: 0.1592 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:24] d2.utils.events INFO: eta: 3:38:09 iter: 403419 total_loss: 4.819 loss_ce: 0.2124 loss_bbox: 0.1533 loss_giou: 0.2961 loss_ce_0: 0.432 loss_bbox_0: 0.2508 loss_giou_0: 0.4701 loss_ce_1: 0.3323 loss_bbox_1: 0.1853 loss_giou_1: 0.3459 loss_ce_2: 0.2568 loss_bbox_2: 0.1657 loss_giou_2: 0.3083 loss_ce_3: 0.2308 loss_bbox_3: 0.159 loss_giou_3: 0.3028 loss_ce_4: 0.2072 loss_bbox_4: 0.159 loss_giou_4: 0.2967 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:30] d2.utils.events INFO: eta: 3:38:05 iter: 403439 total_loss: 4.834 loss_ce: 0.1996 loss_bbox: 0.1595 loss_giou: 0.3073 loss_ce_0: 0.4269 loss_bbox_0: 0.2675 loss_giou_0: 0.4649 loss_ce_1: 0.3137 loss_bbox_1: 0.1904 loss_giou_1: 0.3415 loss_ce_2: 0.2458 loss_bbox_2: 0.1737 loss_giou_2: 0.3197 loss_ce_3: 0.2136 loss_bbox_3: 0.1695 loss_giou_3: 0.3179 loss_ce_4: 0.2063 loss_bbox_4: 0.166 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:35] d2.utils.events INFO: eta: 3:37:58 iter: 403459 total_loss: 4.659 loss_ce: 0.2 loss_bbox: 0.1548 loss_giou: 0.2909 loss_ce_0: 0.4172 loss_bbox_0: 0.2577 loss_giou_0: 0.454 loss_ce_1: 0.2992 loss_bbox_1: 0.1791 loss_giou_1: 0.3366 loss_ce_2: 0.2429 loss_bbox_2: 0.1648 loss_giou_2: 0.3103 loss_ce_3: 0.2158 loss_bbox_3: 0.16 loss_giou_3: 0.3026 loss_ce_4: 0.2058 loss_bbox_4: 0.1604 loss_giou_4: 0.2925 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:41] d2.utils.events INFO: eta: 3:37:55 iter: 403479 total_loss: 4.836 loss_ce: 0.2053 loss_bbox: 0.1475 loss_giou: 0.2949 loss_ce_0: 0.423 loss_bbox_0: 0.26 loss_giou_0: 0.4607 loss_ce_1: 0.3135 loss_bbox_1: 0.1775 loss_giou_1: 0.342 loss_ce_2: 0.2617 loss_bbox_2: 0.1569 loss_giou_2: 0.3132 loss_ce_3: 0.22 loss_bbox_3: 0.1534 loss_giou_3: 0.3052 loss_ce_4: 0.211 loss_bbox_4: 0.1506 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:47] d2.utils.events INFO: eta: 3:37:48 iter: 403499 total_loss: 4.577 loss_ce: 0.1878 loss_bbox: 0.1478 loss_giou: 0.2885 loss_ce_0: 0.4287 loss_bbox_0: 0.2523 loss_giou_0: 0.441 loss_ce_1: 0.29 loss_bbox_1: 0.1769 loss_giou_1: 0.3213 loss_ce_2: 0.2389 loss_bbox_2: 0.16 loss_giou_2: 0.3084 loss_ce_3: 0.2133 loss_bbox_3: 0.1561 loss_giou_3: 0.292 loss_ce_4: 0.1956 loss_bbox_4: 0.1494 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:53] d2.utils.events INFO: eta: 3:37:35 iter: 403519 total_loss: 5.245 loss_ce: 0.2259 loss_bbox: 0.161 loss_giou: 0.3223 loss_ce_0: 0.4463 loss_bbox_0: 0.2787 loss_giou_0: 0.5011 loss_ce_1: 0.3429 loss_bbox_1: 0.1855 loss_giou_1: 0.3696 loss_ce_2: 0.2778 loss_bbox_2: 0.1754 loss_giou_2: 0.3421 loss_ce_3: 0.251 loss_bbox_3: 0.1704 loss_giou_3: 0.3323 loss_ce_4: 0.2314 loss_bbox_4: 0.1644 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 22:10:58] d2.utils.events INFO: eta: 3:37:34 iter: 403539 total_loss: 4.651 loss_ce: 0.1928 loss_bbox: 0.1474 loss_giou: 0.2865 loss_ce_0: 0.4111 loss_bbox_0: 0.2641 loss_giou_0: 0.4491 loss_ce_1: 0.3033 loss_bbox_1: 0.178 loss_giou_1: 0.3302 loss_ce_2: 0.2326 loss_bbox_2: 0.1612 loss_giou_2: 0.3072 loss_ce_3: 0.2019 loss_bbox_3: 0.1568 loss_giou_3: 0.298 loss_ce_4: 0.1914 loss_bbox_4: 0.1477 loss_giou_4: 0.2893 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:04] d2.utils.events INFO: eta: 3:37:30 iter: 403559 total_loss: 4.689 loss_ce: 0.2021 loss_bbox: 0.1666 loss_giou: 0.287 loss_ce_0: 0.4387 loss_bbox_0: 0.27 loss_giou_0: 0.4288 loss_ce_1: 0.3188 loss_bbox_1: 0.1929 loss_giou_1: 0.3237 loss_ce_2: 0.2531 loss_bbox_2: 0.1782 loss_giou_2: 0.3081 loss_ce_3: 0.2224 loss_bbox_3: 0.1689 loss_giou_3: 0.301 loss_ce_4: 0.2043 loss_bbox_4: 0.1677 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:10] d2.utils.events INFO: eta: 3:37:24 iter: 403579 total_loss: 4.656 loss_ce: 0.1929 loss_bbox: 0.1643 loss_giou: 0.2963 loss_ce_0: 0.4123 loss_bbox_0: 0.2638 loss_giou_0: 0.4436 loss_ce_1: 0.3036 loss_bbox_1: 0.191 loss_giou_1: 0.3344 loss_ce_2: 0.2461 loss_bbox_2: 0.1726 loss_giou_2: 0.3055 loss_ce_3: 0.2096 loss_bbox_3: 0.1688 loss_giou_3: 0.3021 loss_ce_4: 0.1914 loss_bbox_4: 0.1661 loss_giou_4: 0.2988 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:15] d2.utils.events INFO: eta: 3:37:12 iter: 403599 total_loss: 4.7 loss_ce: 0.2071 loss_bbox: 0.142 loss_giou: 0.3056 loss_ce_0: 0.4383 loss_bbox_0: 0.2531 loss_giou_0: 0.4667 loss_ce_1: 0.3147 loss_bbox_1: 0.1682 loss_giou_1: 0.3515 loss_ce_2: 0.2515 loss_bbox_2: 0.1554 loss_giou_2: 0.322 loss_ce_3: 0.2257 loss_bbox_3: 0.1469 loss_giou_3: 0.3132 loss_ce_4: 0.2095 loss_bbox_4: 0.1435 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:21] d2.utils.events INFO: eta: 3:37:10 iter: 403619 total_loss: 4.821 loss_ce: 0.2185 loss_bbox: 0.1486 loss_giou: 0.3083 loss_ce_0: 0.4209 loss_bbox_0: 0.2519 loss_giou_0: 0.4792 loss_ce_1: 0.3232 loss_bbox_1: 0.1824 loss_giou_1: 0.3574 loss_ce_2: 0.2648 loss_bbox_2: 0.1622 loss_giou_2: 0.3268 loss_ce_3: 0.2315 loss_bbox_3: 0.1547 loss_giou_3: 0.3181 loss_ce_4: 0.219 loss_bbox_4: 0.1496 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:27] d2.utils.events INFO: eta: 3:37:07 iter: 403639 total_loss: 5.02 loss_ce: 0.2225 loss_bbox: 0.1514 loss_giou: 0.3082 loss_ce_0: 0.4555 loss_bbox_0: 0.2528 loss_giou_0: 0.4623 loss_ce_1: 0.3371 loss_bbox_1: 0.1789 loss_giou_1: 0.3548 loss_ce_2: 0.2735 loss_bbox_2: 0.1663 loss_giou_2: 0.3322 loss_ce_3: 0.2455 loss_bbox_3: 0.16 loss_giou_3: 0.3189 loss_ce_4: 0.2333 loss_bbox_4: 0.1556 loss_giou_4: 0.3145 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:32] d2.utils.events INFO: eta: 3:37:02 iter: 403659 total_loss: 4.619 loss_ce: 0.1933 loss_bbox: 0.1327 loss_giou: 0.285 loss_ce_0: 0.4124 loss_bbox_0: 0.24 loss_giou_0: 0.45 loss_ce_1: 0.3074 loss_bbox_1: 0.1633 loss_giou_1: 0.3208 loss_ce_2: 0.2344 loss_bbox_2: 0.1514 loss_giou_2: 0.3034 loss_ce_3: 0.2035 loss_bbox_3: 0.1435 loss_giou_3: 0.299 loss_ce_4: 0.1986 loss_bbox_4: 0.1392 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:38] d2.utils.events INFO: eta: 3:37:01 iter: 403679 total_loss: 4.957 loss_ce: 0.228 loss_bbox: 0.1486 loss_giou: 0.3084 loss_ce_0: 0.443 loss_bbox_0: 0.2658 loss_giou_0: 0.4583 loss_ce_1: 0.3291 loss_bbox_1: 0.1751 loss_giou_1: 0.3501 loss_ce_2: 0.2744 loss_bbox_2: 0.1613 loss_giou_2: 0.3194 loss_ce_3: 0.2546 loss_bbox_3: 0.1541 loss_giou_3: 0.315 loss_ce_4: 0.2364 loss_bbox_4: 0.1533 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:44] d2.utils.events INFO: eta: 3:36:50 iter: 403699 total_loss: 4.478 loss_ce: 0.1872 loss_bbox: 0.1497 loss_giou: 0.2792 loss_ce_0: 0.4206 loss_bbox_0: 0.249 loss_giou_0: 0.4478 loss_ce_1: 0.3047 loss_bbox_1: 0.1774 loss_giou_1: 0.3222 loss_ce_2: 0.2515 loss_bbox_2: 0.1583 loss_giou_2: 0.2954 loss_ce_3: 0.2174 loss_bbox_3: 0.1494 loss_giou_3: 0.2907 loss_ce_4: 0.197 loss_bbox_4: 0.1498 loss_giou_4: 0.2834 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:49] d2.utils.events INFO: eta: 3:36:39 iter: 403719 total_loss: 4.896 loss_ce: 0.2231 loss_bbox: 0.1607 loss_giou: 0.3115 loss_ce_0: 0.4464 loss_bbox_0: 0.2645 loss_giou_0: 0.4838 loss_ce_1: 0.3238 loss_bbox_1: 0.1921 loss_giou_1: 0.367 loss_ce_2: 0.2696 loss_bbox_2: 0.1752 loss_giou_2: 0.3365 loss_ce_3: 0.2413 loss_bbox_3: 0.1698 loss_giou_3: 0.3262 loss_ce_4: 0.22 loss_bbox_4: 0.1659 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 22:11:55] d2.utils.events INFO: eta: 3:36:36 iter: 403739 total_loss: 4.846 loss_ce: 0.2177 loss_bbox: 0.1568 loss_giou: 0.3154 loss_ce_0: 0.436 loss_bbox_0: 0.2665 loss_giou_0: 0.4895 loss_ce_1: 0.3245 loss_bbox_1: 0.1943 loss_giou_1: 0.3741 loss_ce_2: 0.2543 loss_bbox_2: 0.175 loss_giou_2: 0.3421 loss_ce_3: 0.2345 loss_bbox_3: 0.162 loss_giou_3: 0.3223 loss_ce_4: 0.2193 loss_bbox_4: 0.1596 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:01] d2.utils.events INFO: eta: 3:36:33 iter: 403759 total_loss: 5.042 loss_ce: 0.222 loss_bbox: 0.1511 loss_giou: 0.3165 loss_ce_0: 0.4389 loss_bbox_0: 0.2677 loss_giou_0: 0.4762 loss_ce_1: 0.3343 loss_bbox_1: 0.1819 loss_giou_1: 0.3662 loss_ce_2: 0.2738 loss_bbox_2: 0.1647 loss_giou_2: 0.3371 loss_ce_3: 0.2439 loss_bbox_3: 0.1597 loss_giou_3: 0.3254 loss_ce_4: 0.228 loss_bbox_4: 0.1554 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0185 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:07] d2.utils.events INFO: eta: 3:36:27 iter: 403779 total_loss: 4.834 loss_ce: 0.2093 loss_bbox: 0.1604 loss_giou: 0.3188 loss_ce_0: 0.432 loss_bbox_0: 0.281 loss_giou_0: 0.4867 loss_ce_1: 0.3169 loss_bbox_1: 0.1877 loss_giou_1: 0.3613 loss_ce_2: 0.2647 loss_bbox_2: 0.1693 loss_giou_2: 0.3348 loss_ce_3: 0.233 loss_bbox_3: 0.1651 loss_giou_3: 0.3288 loss_ce_4: 0.2134 loss_bbox_4: 0.1645 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:12] d2.utils.events INFO: eta: 3:36:25 iter: 403799 total_loss: 4.817 loss_ce: 0.211 loss_bbox: 0.1603 loss_giou: 0.2969 loss_ce_0: 0.4327 loss_bbox_0: 0.2743 loss_giou_0: 0.4578 loss_ce_1: 0.327 loss_bbox_1: 0.1927 loss_giou_1: 0.3432 loss_ce_2: 0.2686 loss_bbox_2: 0.1776 loss_giou_2: 0.3218 loss_ce_3: 0.2274 loss_bbox_3: 0.1665 loss_giou_3: 0.3147 loss_ce_4: 0.2132 loss_bbox_4: 0.1645 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0189 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:18] d2.utils.events INFO: eta: 3:36:23 iter: 403819 total_loss: 4.965 loss_ce: 0.2052 loss_bbox: 0.1509 loss_giou: 0.3293 loss_ce_0: 0.4154 loss_bbox_0: 0.253 loss_giou_0: 0.5241 loss_ce_1: 0.3194 loss_bbox_1: 0.1738 loss_giou_1: 0.3803 loss_ce_2: 0.2522 loss_bbox_2: 0.1586 loss_giou_2: 0.3485 loss_ce_3: 0.2166 loss_bbox_3: 0.1533 loss_giou_3: 0.3382 loss_ce_4: 0.2066 loss_bbox_4: 0.1503 loss_giou_4: 0.3317 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:24] d2.utils.events INFO: eta: 3:36:20 iter: 403839 total_loss: 4.9 loss_ce: 0.2262 loss_bbox: 0.1517 loss_giou: 0.3091 loss_ce_0: 0.4393 loss_bbox_0: 0.2562 loss_giou_0: 0.487 loss_ce_1: 0.328 loss_bbox_1: 0.18 loss_giou_1: 0.3528 loss_ce_2: 0.2795 loss_bbox_2: 0.1626 loss_giou_2: 0.3261 loss_ce_3: 0.2387 loss_bbox_3: 0.1554 loss_giou_3: 0.3178 loss_ce_4: 0.2315 loss_bbox_4: 0.1524 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:29] d2.utils.events INFO: eta: 3:36:14 iter: 403859 total_loss: 4.466 loss_ce: 0.1888 loss_bbox: 0.1422 loss_giou: 0.2757 loss_ce_0: 0.4019 loss_bbox_0: 0.2434 loss_giou_0: 0.4538 loss_ce_1: 0.3034 loss_bbox_1: 0.1653 loss_giou_1: 0.3168 loss_ce_2: 0.2399 loss_bbox_2: 0.1495 loss_giou_2: 0.2895 loss_ce_3: 0.2065 loss_bbox_3: 0.1498 loss_giou_3: 0.2788 loss_ce_4: 0.1902 loss_bbox_4: 0.144 loss_giou_4: 0.2794 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:35] d2.utils.events INFO: eta: 3:36:09 iter: 403879 total_loss: 4.677 loss_ce: 0.1975 loss_bbox: 0.1446 loss_giou: 0.3079 loss_ce_0: 0.4218 loss_bbox_0: 0.257 loss_giou_0: 0.4786 loss_ce_1: 0.3215 loss_bbox_1: 0.1727 loss_giou_1: 0.3437 loss_ce_2: 0.2502 loss_bbox_2: 0.1568 loss_giou_2: 0.3293 loss_ce_3: 0.2105 loss_bbox_3: 0.1528 loss_giou_3: 0.3175 loss_ce_4: 0.2044 loss_bbox_4: 0.1458 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:41] d2.utils.events INFO: eta: 3:36:06 iter: 403899 total_loss: 5.021 loss_ce: 0.2076 loss_bbox: 0.1502 loss_giou: 0.311 loss_ce_0: 0.4343 loss_bbox_0: 0.2658 loss_giou_0: 0.4931 loss_ce_1: 0.3226 loss_bbox_1: 0.1818 loss_giou_1: 0.3542 loss_ce_2: 0.2669 loss_bbox_2: 0.1671 loss_giou_2: 0.3335 loss_ce_3: 0.2296 loss_bbox_3: 0.1597 loss_giou_3: 0.3212 loss_ce_4: 0.22 loss_bbox_4: 0.1531 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:46] d2.utils.events INFO: eta: 3:35:59 iter: 403919 total_loss: 4.796 loss_ce: 0.2068 loss_bbox: 0.1586 loss_giou: 0.2986 loss_ce_0: 0.4295 loss_bbox_0: 0.2772 loss_giou_0: 0.461 loss_ce_1: 0.3145 loss_bbox_1: 0.186 loss_giou_1: 0.3457 loss_ce_2: 0.2472 loss_bbox_2: 0.1681 loss_giou_2: 0.3179 loss_ce_3: 0.2281 loss_bbox_3: 0.166 loss_giou_3: 0.3065 loss_ce_4: 0.212 loss_bbox_4: 0.1607 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:52] d2.utils.events INFO: eta: 3:35:55 iter: 403939 total_loss: 4.576 loss_ce: 0.2018 loss_bbox: 0.1573 loss_giou: 0.2801 loss_ce_0: 0.4285 loss_bbox_0: 0.2586 loss_giou_0: 0.4372 loss_ce_1: 0.3204 loss_bbox_1: 0.1792 loss_giou_1: 0.3218 loss_ce_2: 0.2539 loss_bbox_2: 0.1662 loss_giou_2: 0.2935 loss_ce_3: 0.2144 loss_bbox_3: 0.1607 loss_giou_3: 0.2901 loss_ce_4: 0.2114 loss_bbox_4: 0.1598 loss_giou_4: 0.2818 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 22:12:58] d2.utils.events INFO: eta: 3:35:54 iter: 403959 total_loss: 4.549 loss_ce: 0.1914 loss_bbox: 0.1492 loss_giou: 0.2857 loss_ce_0: 0.4223 loss_bbox_0: 0.2563 loss_giou_0: 0.4481 loss_ce_1: 0.3178 loss_bbox_1: 0.1831 loss_giou_1: 0.3307 loss_ce_2: 0.2453 loss_bbox_2: 0.1585 loss_giou_2: 0.3003 loss_ce_3: 0.2165 loss_bbox_3: 0.1597 loss_giou_3: 0.2932 loss_ce_4: 0.1985 loss_bbox_4: 0.1515 loss_giou_4: 0.288 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:03] d2.utils.events INFO: eta: 3:35:45 iter: 403979 total_loss: 4.587 loss_ce: 0.2063 loss_bbox: 0.1465 loss_giou: 0.2829 loss_ce_0: 0.431 loss_bbox_0: 0.2562 loss_giou_0: 0.4543 loss_ce_1: 0.3133 loss_bbox_1: 0.1797 loss_giou_1: 0.34 loss_ce_2: 0.2564 loss_bbox_2: 0.1643 loss_giou_2: 0.3083 loss_ce_3: 0.2177 loss_bbox_3: 0.1569 loss_giou_3: 0.298 loss_ce_4: 0.2086 loss_bbox_4: 0.1502 loss_giou_4: 0.291 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:09] d2.utils.events INFO: eta: 3:35:37 iter: 403999 total_loss: 4.735 loss_ce: 0.1901 loss_bbox: 0.1505 loss_giou: 0.3008 loss_ce_0: 0.4258 loss_bbox_0: 0.2481 loss_giou_0: 0.467 loss_ce_1: 0.3013 loss_bbox_1: 0.1714 loss_giou_1: 0.3531 loss_ce_2: 0.2439 loss_bbox_2: 0.1624 loss_giou_2: 0.3241 loss_ce_3: 0.2109 loss_bbox_3: 0.1548 loss_giou_3: 0.3134 loss_ce_4: 0.2028 loss_bbox_4: 0.1501 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:15] d2.utils.events INFO: eta: 3:35:37 iter: 404019 total_loss: 5.055 loss_ce: 0.2234 loss_bbox: 0.1669 loss_giou: 0.3065 loss_ce_0: 0.4419 loss_bbox_0: 0.2783 loss_giou_0: 0.4888 loss_ce_1: 0.327 loss_bbox_1: 0.2054 loss_giou_1: 0.3595 loss_ce_2: 0.2767 loss_bbox_2: 0.1772 loss_giou_2: 0.3378 loss_ce_3: 0.245 loss_bbox_3: 0.1794 loss_giou_3: 0.3209 loss_ce_4: 0.2289 loss_bbox_4: 0.1746 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:21] d2.utils.events INFO: eta: 3:35:30 iter: 404039 total_loss: 4.531 loss_ce: 0.1765 loss_bbox: 0.147 loss_giou: 0.2922 loss_ce_0: 0.4095 loss_bbox_0: 0.2399 loss_giou_0: 0.4716 loss_ce_1: 0.2868 loss_bbox_1: 0.164 loss_giou_1: 0.3429 loss_ce_2: 0.2335 loss_bbox_2: 0.1472 loss_giou_2: 0.3098 loss_ce_3: 0.1927 loss_bbox_3: 0.1497 loss_giou_3: 0.2989 loss_ce_4: 0.1846 loss_bbox_4: 0.1488 loss_giou_4: 0.2925 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:26] d2.utils.events INFO: eta: 3:35:26 iter: 404059 total_loss: 4.504 loss_ce: 0.1909 loss_bbox: 0.155 loss_giou: 0.2908 loss_ce_0: 0.4113 loss_bbox_0: 0.2569 loss_giou_0: 0.4536 loss_ce_1: 0.2989 loss_bbox_1: 0.1825 loss_giou_1: 0.3383 loss_ce_2: 0.2507 loss_bbox_2: 0.1636 loss_giou_2: 0.3131 loss_ce_3: 0.2151 loss_bbox_3: 0.1649 loss_giou_3: 0.3075 loss_ce_4: 0.1939 loss_bbox_4: 0.1603 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:32] d2.utils.events INFO: eta: 3:35:21 iter: 404079 total_loss: 4.825 loss_ce: 0.2019 loss_bbox: 0.1462 loss_giou: 0.3006 loss_ce_0: 0.4322 loss_bbox_0: 0.2579 loss_giou_0: 0.4545 loss_ce_1: 0.3166 loss_bbox_1: 0.1769 loss_giou_1: 0.3515 loss_ce_2: 0.2447 loss_bbox_2: 0.1583 loss_giou_2: 0.3282 loss_ce_3: 0.2142 loss_bbox_3: 0.1504 loss_giou_3: 0.3151 loss_ce_4: 0.2125 loss_bbox_4: 0.1491 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:38] d2.utils.events INFO: eta: 3:35:22 iter: 404099 total_loss: 4.599 loss_ce: 0.1901 loss_bbox: 0.1549 loss_giou: 0.2942 loss_ce_0: 0.4068 loss_bbox_0: 0.2552 loss_giou_0: 0.4544 loss_ce_1: 0.2902 loss_bbox_1: 0.1836 loss_giou_1: 0.3431 loss_ce_2: 0.2358 loss_bbox_2: 0.1668 loss_giou_2: 0.3084 loss_ce_3: 0.2118 loss_bbox_3: 0.1593 loss_giou_3: 0.2997 loss_ce_4: 0.1993 loss_bbox_4: 0.1593 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:43] d2.utils.events INFO: eta: 3:35:17 iter: 404119 total_loss: 4.869 loss_ce: 0.2081 loss_bbox: 0.151 loss_giou: 0.3021 loss_ce_0: 0.449 loss_bbox_0: 0.2688 loss_giou_0: 0.4665 loss_ce_1: 0.3333 loss_bbox_1: 0.1874 loss_giou_1: 0.3514 loss_ce_2: 0.2718 loss_bbox_2: 0.1667 loss_giou_2: 0.3222 loss_ce_3: 0.2241 loss_bbox_3: 0.1613 loss_giou_3: 0.3115 loss_ce_4: 0.2127 loss_bbox_4: 0.1543 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:49] d2.utils.events INFO: eta: 3:35:11 iter: 404139 total_loss: 4.79 loss_ce: 0.2074 loss_bbox: 0.1468 loss_giou: 0.2942 loss_ce_0: 0.4275 loss_bbox_0: 0.2488 loss_giou_0: 0.4639 loss_ce_1: 0.3207 loss_bbox_1: 0.1775 loss_giou_1: 0.3395 loss_ce_2: 0.2553 loss_bbox_2: 0.1635 loss_giou_2: 0.3192 loss_ce_3: 0.2327 loss_bbox_3: 0.1569 loss_giou_3: 0.3064 loss_ce_4: 0.2082 loss_bbox_4: 0.1493 loss_giou_4: 0.3005 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 22:13:55] d2.utils.events INFO: eta: 3:35:08 iter: 404159 total_loss: 4.871 loss_ce: 0.224 loss_bbox: 0.159 loss_giou: 0.3116 loss_ce_0: 0.4265 loss_bbox_0: 0.263 loss_giou_0: 0.4796 loss_ce_1: 0.3169 loss_bbox_1: 0.1856 loss_giou_1: 0.3604 loss_ce_2: 0.2583 loss_bbox_2: 0.1701 loss_giou_2: 0.3283 loss_ce_3: 0.2326 loss_bbox_3: 0.1627 loss_giou_3: 0.3217 loss_ce_4: 0.2125 loss_bbox_4: 0.1634 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:00] d2.utils.events INFO: eta: 3:35:04 iter: 404179 total_loss: 4.666 loss_ce: 0.1944 loss_bbox: 0.1539 loss_giou: 0.3056 loss_ce_0: 0.4171 loss_bbox_0: 0.2645 loss_giou_0: 0.4672 loss_ce_1: 0.2985 loss_bbox_1: 0.1874 loss_giou_1: 0.3449 loss_ce_2: 0.2455 loss_bbox_2: 0.1692 loss_giou_2: 0.3226 loss_ce_3: 0.216 loss_bbox_3: 0.1626 loss_giou_3: 0.3189 loss_ce_4: 0.1984 loss_bbox_4: 0.1578 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:06] d2.utils.events INFO: eta: 3:34:57 iter: 404199 total_loss: 4.714 loss_ce: 0.2008 loss_bbox: 0.1559 loss_giou: 0.2956 loss_ce_0: 0.4431 loss_bbox_0: 0.2589 loss_giou_0: 0.4589 loss_ce_1: 0.327 loss_bbox_1: 0.1745 loss_giou_1: 0.3426 loss_ce_2: 0.26 loss_bbox_2: 0.1621 loss_giou_2: 0.3088 loss_ce_3: 0.22 loss_bbox_3: 0.1601 loss_giou_3: 0.3056 loss_ce_4: 0.2087 loss_bbox_4: 0.1587 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:12] d2.utils.events INFO: eta: 3:34:50 iter: 404219 total_loss: 5.114 loss_ce: 0.2252 loss_bbox: 0.1552 loss_giou: 0.328 loss_ce_0: 0.4343 loss_bbox_0: 0.2599 loss_giou_0: 0.492 loss_ce_1: 0.3307 loss_bbox_1: 0.1931 loss_giou_1: 0.3766 loss_ce_2: 0.2795 loss_bbox_2: 0.1718 loss_giou_2: 0.3522 loss_ce_3: 0.2442 loss_bbox_3: 0.1638 loss_giou_3: 0.3457 loss_ce_4: 0.2317 loss_bbox_4: 0.1564 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:18] d2.utils.events INFO: eta: 3:34:47 iter: 404239 total_loss: 4.494 loss_ce: 0.1857 loss_bbox: 0.1538 loss_giou: 0.2826 loss_ce_0: 0.4031 loss_bbox_0: 0.2557 loss_giou_0: 0.443 loss_ce_1: 0.2975 loss_bbox_1: 0.1839 loss_giou_1: 0.326 loss_ce_2: 0.2308 loss_bbox_2: 0.1646 loss_giou_2: 0.3006 loss_ce_3: 0.203 loss_bbox_3: 0.1611 loss_giou_3: 0.2982 loss_ce_4: 0.1885 loss_bbox_4: 0.1515 loss_giou_4: 0.2855 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:23] d2.utils.events INFO: eta: 3:34:44 iter: 404259 total_loss: 4.801 loss_ce: 0.2178 loss_bbox: 0.1489 loss_giou: 0.3118 loss_ce_0: 0.4307 loss_bbox_0: 0.254 loss_giou_0: 0.4798 loss_ce_1: 0.321 loss_bbox_1: 0.1814 loss_giou_1: 0.3507 loss_ce_2: 0.2608 loss_bbox_2: 0.1638 loss_giou_2: 0.3334 loss_ce_3: 0.2287 loss_bbox_3: 0.158 loss_giou_3: 0.3303 loss_ce_4: 0.2202 loss_bbox_4: 0.1535 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:29] d2.utils.events INFO: eta: 3:34:38 iter: 404279 total_loss: 4.893 loss_ce: 0.2253 loss_bbox: 0.1536 loss_giou: 0.3061 loss_ce_0: 0.4263 loss_bbox_0: 0.2639 loss_giou_0: 0.4721 loss_ce_1: 0.3344 loss_bbox_1: 0.186 loss_giou_1: 0.3445 loss_ce_2: 0.2737 loss_bbox_2: 0.1686 loss_giou_2: 0.3228 loss_ce_3: 0.2436 loss_bbox_3: 0.1594 loss_giou_3: 0.3185 loss_ce_4: 0.2229 loss_bbox_4: 0.1567 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:35] d2.utils.events INFO: eta: 3:34:40 iter: 404299 total_loss: 4.752 loss_ce: 0.1924 loss_bbox: 0.153 loss_giou: 0.2968 loss_ce_0: 0.4209 loss_bbox_0: 0.249 loss_giou_0: 0.4672 loss_ce_1: 0.3099 loss_bbox_1: 0.1755 loss_giou_1: 0.3378 loss_ce_2: 0.2386 loss_bbox_2: 0.1606 loss_giou_2: 0.3136 loss_ce_3: 0.2104 loss_bbox_3: 0.1567 loss_giou_3: 0.3043 loss_ce_4: 0.1958 loss_bbox_4: 0.1564 loss_giou_4: 0.2983 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:40] d2.utils.events INFO: eta: 3:34:28 iter: 404319 total_loss: 4.737 loss_ce: 0.2066 loss_bbox: 0.1502 loss_giou: 0.2957 loss_ce_0: 0.4184 loss_bbox_0: 0.2655 loss_giou_0: 0.4722 loss_ce_1: 0.3071 loss_bbox_1: 0.1831 loss_giou_1: 0.3452 loss_ce_2: 0.2531 loss_bbox_2: 0.1599 loss_giou_2: 0.3176 loss_ce_3: 0.2243 loss_bbox_3: 0.1595 loss_giou_3: 0.3084 loss_ce_4: 0.2136 loss_bbox_4: 0.1527 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:46] d2.utils.events INFO: eta: 3:34:22 iter: 404339 total_loss: 4.564 loss_ce: 0.1966 loss_bbox: 0.1495 loss_giou: 0.3027 loss_ce_0: 0.4133 loss_bbox_0: 0.2546 loss_giou_0: 0.4667 loss_ce_1: 0.296 loss_bbox_1: 0.178 loss_giou_1: 0.3449 loss_ce_2: 0.2448 loss_bbox_2: 0.1604 loss_giou_2: 0.3168 loss_ce_3: 0.2141 loss_bbox_3: 0.1532 loss_giou_3: 0.3082 loss_ce_4: 0.2038 loss_bbox_4: 0.1493 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:52] d2.utils.events INFO: eta: 3:34:22 iter: 404359 total_loss: 4.676 loss_ce: 0.2006 loss_bbox: 0.1644 loss_giou: 0.2874 loss_ce_0: 0.4253 loss_bbox_0: 0.2642 loss_giou_0: 0.4461 loss_ce_1: 0.3069 loss_bbox_1: 0.1909 loss_giou_1: 0.3266 loss_ce_2: 0.2425 loss_bbox_2: 0.1694 loss_giou_2: 0.3035 loss_ce_3: 0.2088 loss_bbox_3: 0.1645 loss_giou_3: 0.2905 loss_ce_4: 0.1962 loss_bbox_4: 0.1629 loss_giou_4: 0.2865 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 22:14:57] d2.utils.events INFO: eta: 3:34:17 iter: 404379 total_loss: 4.745 loss_ce: 0.2129 loss_bbox: 0.1525 loss_giou: 0.3112 loss_ce_0: 0.4313 loss_bbox_0: 0.2586 loss_giou_0: 0.4806 loss_ce_1: 0.3127 loss_bbox_1: 0.1893 loss_giou_1: 0.364 loss_ce_2: 0.2666 loss_bbox_2: 0.1684 loss_giou_2: 0.3342 loss_ce_3: 0.2242 loss_bbox_3: 0.1621 loss_giou_3: 0.3286 loss_ce_4: 0.2081 loss_bbox_4: 0.1538 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:03] d2.utils.events INFO: eta: 3:34:12 iter: 404399 total_loss: 4.596 loss_ce: 0.1912 loss_bbox: 0.1608 loss_giou: 0.3002 loss_ce_0: 0.4197 loss_bbox_0: 0.26 loss_giou_0: 0.4667 loss_ce_1: 0.311 loss_bbox_1: 0.1876 loss_giou_1: 0.3399 loss_ce_2: 0.2477 loss_bbox_2: 0.1726 loss_giou_2: 0.3136 loss_ce_3: 0.2159 loss_bbox_3: 0.1676 loss_giou_3: 0.3079 loss_ce_4: 0.1959 loss_bbox_4: 0.1633 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:09] d2.utils.events INFO: eta: 3:34:06 iter: 404419 total_loss: 4.639 loss_ce: 0.2034 loss_bbox: 0.1502 loss_giou: 0.2859 loss_ce_0: 0.4175 loss_bbox_0: 0.2587 loss_giou_0: 0.4477 loss_ce_1: 0.3024 loss_bbox_1: 0.182 loss_giou_1: 0.3299 loss_ce_2: 0.245 loss_bbox_2: 0.1689 loss_giou_2: 0.3064 loss_ce_3: 0.2122 loss_bbox_3: 0.1604 loss_giou_3: 0.2958 loss_ce_4: 0.201 loss_bbox_4: 0.1561 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0202 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:14] d2.utils.events INFO: eta: 3:34:03 iter: 404439 total_loss: 4.89 loss_ce: 0.2082 loss_bbox: 0.1496 loss_giou: 0.3181 loss_ce_0: 0.4384 loss_bbox_0: 0.2577 loss_giou_0: 0.4581 loss_ce_1: 0.3172 loss_bbox_1: 0.1778 loss_giou_1: 0.3619 loss_ce_2: 0.2635 loss_bbox_2: 0.1625 loss_giou_2: 0.3356 loss_ce_3: 0.2239 loss_bbox_3: 0.1582 loss_giou_3: 0.3277 loss_ce_4: 0.2116 loss_bbox_4: 0.1562 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:20] d2.utils.events INFO: eta: 3:33:56 iter: 404459 total_loss: 4.583 loss_ce: 0.1799 loss_bbox: 0.1552 loss_giou: 0.2857 loss_ce_0: 0.4191 loss_bbox_0: 0.2612 loss_giou_0: 0.4166 loss_ce_1: 0.3034 loss_bbox_1: 0.1777 loss_giou_1: 0.322 loss_ce_2: 0.2459 loss_bbox_2: 0.17 loss_giou_2: 0.2986 loss_ce_3: 0.2029 loss_bbox_3: 0.1584 loss_giou_3: 0.2868 loss_ce_4: 0.1876 loss_bbox_4: 0.1549 loss_giou_4: 0.288 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:26] d2.utils.events INFO: eta: 3:33:50 iter: 404479 total_loss: 4.849 loss_ce: 0.2178 loss_bbox: 0.1504 loss_giou: 0.295 loss_ce_0: 0.4417 loss_bbox_0: 0.2585 loss_giou_0: 0.4714 loss_ce_1: 0.3313 loss_bbox_1: 0.1778 loss_giou_1: 0.3457 loss_ce_2: 0.2714 loss_bbox_2: 0.1618 loss_giou_2: 0.3187 loss_ce_3: 0.2416 loss_bbox_3: 0.1584 loss_giou_3: 0.3046 loss_ce_4: 0.2206 loss_bbox_4: 0.1521 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0200 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:31] d2.utils.events INFO: eta: 3:33:44 iter: 404499 total_loss: 5.021 loss_ce: 0.2127 loss_bbox: 0.15 loss_giou: 0.317 loss_ce_0: 0.4237 loss_bbox_0: 0.2526 loss_giou_0: 0.4887 loss_ce_1: 0.3204 loss_bbox_1: 0.1787 loss_giou_1: 0.3608 loss_ce_2: 0.2624 loss_bbox_2: 0.1679 loss_giou_2: 0.3413 loss_ce_3: 0.2314 loss_bbox_3: 0.1564 loss_giou_3: 0.3346 loss_ce_4: 0.2153 loss_bbox_4: 0.1524 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:37] d2.utils.events INFO: eta: 3:33:41 iter: 404519 total_loss: 4.728 loss_ce: 0.2224 loss_bbox: 0.1505 loss_giou: 0.297 loss_ce_0: 0.4381 loss_bbox_0: 0.2629 loss_giou_0: 0.4923 loss_ce_1: 0.3315 loss_bbox_1: 0.1826 loss_giou_1: 0.3499 loss_ce_2: 0.27 loss_bbox_2: 0.1644 loss_giou_2: 0.3121 loss_ce_3: 0.2335 loss_bbox_3: 0.1572 loss_giou_3: 0.3046 loss_ce_4: 0.218 loss_bbox_4: 0.15 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:43] d2.utils.events INFO: eta: 3:33:35 iter: 404539 total_loss: 4.76 loss_ce: 0.214 loss_bbox: 0.1446 loss_giou: 0.2935 loss_ce_0: 0.4283 loss_bbox_0: 0.2619 loss_giou_0: 0.4747 loss_ce_1: 0.3225 loss_bbox_1: 0.184 loss_giou_1: 0.3476 loss_ce_2: 0.2637 loss_bbox_2: 0.1567 loss_giou_2: 0.3173 loss_ce_3: 0.2291 loss_bbox_3: 0.1526 loss_giou_3: 0.3061 loss_ce_4: 0.2128 loss_bbox_4: 0.1487 loss_giou_4: 0.2953 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:48] d2.utils.events INFO: eta: 3:33:29 iter: 404559 total_loss: 4.855 loss_ce: 0.2031 loss_bbox: 0.1533 loss_giou: 0.2965 loss_ce_0: 0.4291 loss_bbox_0: 0.2609 loss_giou_0: 0.4626 loss_ce_1: 0.3176 loss_bbox_1: 0.1781 loss_giou_1: 0.3428 loss_ce_2: 0.2612 loss_bbox_2: 0.1615 loss_giou_2: 0.315 loss_ce_3: 0.222 loss_bbox_3: 0.1638 loss_giou_3: 0.3118 loss_ce_4: 0.2029 loss_bbox_4: 0.1601 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0307 lr: 2.5e-06 max_mem: 5427M [11/03 22:15:54] d2.utils.events INFO: eta: 3:33:24 iter: 404579 total_loss: 4.566 loss_ce: 0.2039 loss_bbox: 0.1378 loss_giou: 0.2866 loss_ce_0: 0.4139 loss_bbox_0: 0.2432 loss_giou_0: 0.4369 loss_ce_1: 0.3021 loss_bbox_1: 0.1648 loss_giou_1: 0.3276 loss_ce_2: 0.2484 loss_bbox_2: 0.1545 loss_giou_2: 0.3015 loss_ce_3: 0.2184 loss_bbox_3: 0.1436 loss_giou_3: 0.284 loss_ce_4: 0.21 loss_bbox_4: 0.1386 loss_giou_4: 0.287 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:00] d2.utils.events INFO: eta: 3:33:18 iter: 404599 total_loss: 4.677 loss_ce: 0.2049 loss_bbox: 0.151 loss_giou: 0.292 loss_ce_0: 0.4305 loss_bbox_0: 0.2554 loss_giou_0: 0.4608 loss_ce_1: 0.3248 loss_bbox_1: 0.1729 loss_giou_1: 0.34 loss_ce_2: 0.2585 loss_bbox_2: 0.1585 loss_giou_2: 0.3136 loss_ce_3: 0.2346 loss_bbox_3: 0.1522 loss_giou_3: 0.2996 loss_ce_4: 0.2165 loss_bbox_4: 0.1474 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:05] d2.utils.events INFO: eta: 3:33:13 iter: 404619 total_loss: 4.813 loss_ce: 0.1896 loss_bbox: 0.1538 loss_giou: 0.3101 loss_ce_0: 0.4374 loss_bbox_0: 0.262 loss_giou_0: 0.4698 loss_ce_1: 0.3255 loss_bbox_1: 0.1779 loss_giou_1: 0.3463 loss_ce_2: 0.2604 loss_bbox_2: 0.167 loss_giou_2: 0.3239 loss_ce_3: 0.2236 loss_bbox_3: 0.1603 loss_giou_3: 0.3152 loss_ce_4: 0.2014 loss_bbox_4: 0.1565 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:11] d2.utils.events INFO: eta: 3:33:07 iter: 404639 total_loss: 4.649 loss_ce: 0.1838 loss_bbox: 0.1538 loss_giou: 0.2872 loss_ce_0: 0.4214 loss_bbox_0: 0.2468 loss_giou_0: 0.4452 loss_ce_1: 0.2985 loss_bbox_1: 0.1838 loss_giou_1: 0.3232 loss_ce_2: 0.2323 loss_bbox_2: 0.1666 loss_giou_2: 0.3019 loss_ce_3: 0.2 loss_bbox_3: 0.1579 loss_giou_3: 0.2941 loss_ce_4: 0.1941 loss_bbox_4: 0.1555 loss_giou_4: 0.2901 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:17] d2.utils.events INFO: eta: 3:33:01 iter: 404659 total_loss: 4.684 loss_ce: 0.1992 loss_bbox: 0.1483 loss_giou: 0.3025 loss_ce_0: 0.4281 loss_bbox_0: 0.2464 loss_giou_0: 0.4522 loss_ce_1: 0.312 loss_bbox_1: 0.1781 loss_giou_1: 0.3409 loss_ce_2: 0.2535 loss_bbox_2: 0.1561 loss_giou_2: 0.313 loss_ce_3: 0.2118 loss_bbox_3: 0.1524 loss_giou_3: 0.3098 loss_ce_4: 0.1997 loss_bbox_4: 0.1503 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:23] d2.utils.events INFO: eta: 3:32:56 iter: 404679 total_loss: 5.031 loss_ce: 0.224 loss_bbox: 0.154 loss_giou: 0.3157 loss_ce_0: 0.4577 loss_bbox_0: 0.264 loss_giou_0: 0.4838 loss_ce_1: 0.3414 loss_bbox_1: 0.1847 loss_giou_1: 0.3688 loss_ce_2: 0.2712 loss_bbox_2: 0.1634 loss_giou_2: 0.3314 loss_ce_3: 0.2436 loss_bbox_3: 0.1588 loss_giou_3: 0.3232 loss_ce_4: 0.2279 loss_bbox_4: 0.1555 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:28] d2.utils.events INFO: eta: 3:32:53 iter: 404699 total_loss: 4.846 loss_ce: 0.2135 loss_bbox: 0.1824 loss_giou: 0.3183 loss_ce_0: 0.4523 loss_bbox_0: 0.2872 loss_giou_0: 0.4803 loss_ce_1: 0.3252 loss_bbox_1: 0.2062 loss_giou_1: 0.3512 loss_ce_2: 0.2655 loss_bbox_2: 0.1957 loss_giou_2: 0.3241 loss_ce_3: 0.2286 loss_bbox_3: 0.1895 loss_giou_3: 0.3221 loss_ce_4: 0.2188 loss_bbox_4: 0.1834 loss_giou_4: 0.3221 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:34] d2.utils.events INFO: eta: 3:32:52 iter: 404719 total_loss: 4.572 loss_ce: 0.2061 loss_bbox: 0.1612 loss_giou: 0.2857 loss_ce_0: 0.4166 loss_bbox_0: 0.268 loss_giou_0: 0.438 loss_ce_1: 0.3046 loss_bbox_1: 0.1872 loss_giou_1: 0.3271 loss_ce_2: 0.2583 loss_bbox_2: 0.1715 loss_giou_2: 0.3106 loss_ce_3: 0.2233 loss_bbox_3: 0.1685 loss_giou_3: 0.2925 loss_ce_4: 0.2088 loss_bbox_4: 0.1651 loss_giou_4: 0.288 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:40] d2.utils.events INFO: eta: 3:32:47 iter: 404739 total_loss: 4.788 loss_ce: 0.2052 loss_bbox: 0.1491 loss_giou: 0.2987 loss_ce_0: 0.4421 loss_bbox_0: 0.2646 loss_giou_0: 0.4442 loss_ce_1: 0.3259 loss_bbox_1: 0.1834 loss_giou_1: 0.3369 loss_ce_2: 0.2576 loss_bbox_2: 0.1605 loss_giou_2: 0.3072 loss_ce_3: 0.2221 loss_bbox_3: 0.1588 loss_giou_3: 0.3061 loss_ce_4: 0.2076 loss_bbox_4: 0.1521 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:45] d2.utils.events INFO: eta: 3:32:39 iter: 404759 total_loss: 4.696 loss_ce: 0.193 loss_bbox: 0.1562 loss_giou: 0.3045 loss_ce_0: 0.419 loss_bbox_0: 0.2609 loss_giou_0: 0.459 loss_ce_1: 0.3052 loss_bbox_1: 0.1866 loss_giou_1: 0.3481 loss_ce_2: 0.245 loss_bbox_2: 0.1732 loss_giou_2: 0.3217 loss_ce_3: 0.2161 loss_bbox_3: 0.1645 loss_giou_3: 0.3097 loss_ce_4: 0.2002 loss_bbox_4: 0.1592 loss_giou_4: 0.3048 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:51] d2.utils.events INFO: eta: 3:32:32 iter: 404779 total_loss: 4.752 loss_ce: 0.19 loss_bbox: 0.1576 loss_giou: 0.312 loss_ce_0: 0.4227 loss_bbox_0: 0.2633 loss_giou_0: 0.4648 loss_ce_1: 0.3194 loss_bbox_1: 0.1858 loss_giou_1: 0.3479 loss_ce_2: 0.251 loss_bbox_2: 0.1695 loss_giou_2: 0.3314 loss_ce_3: 0.2152 loss_bbox_3: 0.1608 loss_giou_3: 0.3245 loss_ce_4: 0.2042 loss_bbox_4: 0.16 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 22:16:57] d2.utils.events INFO: eta: 3:32:27 iter: 404799 total_loss: 4.596 loss_ce: 0.1938 loss_bbox: 0.154 loss_giou: 0.2958 loss_ce_0: 0.4272 loss_bbox_0: 0.2635 loss_giou_0: 0.4509 loss_ce_1: 0.3124 loss_bbox_1: 0.1828 loss_giou_1: 0.3371 loss_ce_2: 0.2387 loss_bbox_2: 0.1671 loss_giou_2: 0.3163 loss_ce_3: 0.2156 loss_bbox_3: 0.1629 loss_giou_3: 0.3078 loss_ce_4: 0.1999 loss_bbox_4: 0.1576 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:02] d2.utils.events INFO: eta: 3:32:20 iter: 404819 total_loss: 4.831 loss_ce: 0.1945 loss_bbox: 0.1535 loss_giou: 0.3044 loss_ce_0: 0.4164 loss_bbox_0: 0.2492 loss_giou_0: 0.4827 loss_ce_1: 0.3026 loss_bbox_1: 0.1769 loss_giou_1: 0.3497 loss_ce_2: 0.2477 loss_bbox_2: 0.1616 loss_giou_2: 0.3177 loss_ce_3: 0.2204 loss_bbox_3: 0.1542 loss_giou_3: 0.3177 loss_ce_4: 0.2033 loss_bbox_4: 0.1555 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:08] d2.utils.events INFO: eta: 3:32:14 iter: 404839 total_loss: 4.922 loss_ce: 0.2202 loss_bbox: 0.1708 loss_giou: 0.3106 loss_ce_0: 0.4372 loss_bbox_0: 0.2803 loss_giou_0: 0.4758 loss_ce_1: 0.3295 loss_bbox_1: 0.1916 loss_giou_1: 0.3507 loss_ce_2: 0.2654 loss_bbox_2: 0.1762 loss_giou_2: 0.3215 loss_ce_3: 0.2313 loss_bbox_3: 0.1702 loss_giou_3: 0.3194 loss_ce_4: 0.2186 loss_bbox_4: 0.1715 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0188 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:14] d2.utils.events INFO: eta: 3:32:10 iter: 404859 total_loss: 4.762 loss_ce: 0.2023 loss_bbox: 0.163 loss_giou: 0.3172 loss_ce_0: 0.412 loss_bbox_0: 0.2627 loss_giou_0: 0.4645 loss_ce_1: 0.3056 loss_bbox_1: 0.1838 loss_giou_1: 0.3485 loss_ce_2: 0.2423 loss_bbox_2: 0.1716 loss_giou_2: 0.334 loss_ce_3: 0.221 loss_bbox_3: 0.1613 loss_giou_3: 0.3222 loss_ce_4: 0.2023 loss_bbox_4: 0.1667 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:19] d2.utils.events INFO: eta: 3:32:03 iter: 404879 total_loss: 4.823 loss_ce: 0.2095 loss_bbox: 0.1627 loss_giou: 0.2936 loss_ce_0: 0.4261 loss_bbox_0: 0.2617 loss_giou_0: 0.4683 loss_ce_1: 0.3135 loss_bbox_1: 0.1835 loss_giou_1: 0.3437 loss_ce_2: 0.2605 loss_bbox_2: 0.1739 loss_giou_2: 0.3117 loss_ce_3: 0.2344 loss_bbox_3: 0.1676 loss_giou_3: 0.3045 loss_ce_4: 0.2079 loss_bbox_4: 0.164 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:25] d2.utils.events INFO: eta: 3:31:57 iter: 404899 total_loss: 4.775 loss_ce: 0.2145 loss_bbox: 0.1399 loss_giou: 0.2882 loss_ce_0: 0.4137 loss_bbox_0: 0.2577 loss_giou_0: 0.4639 loss_ce_1: 0.3097 loss_bbox_1: 0.1728 loss_giou_1: 0.3376 loss_ce_2: 0.2545 loss_bbox_2: 0.1575 loss_giou_2: 0.3102 loss_ce_3: 0.2318 loss_bbox_3: 0.1443 loss_giou_3: 0.3007 loss_ce_4: 0.2152 loss_bbox_4: 0.1419 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:31] d2.utils.events INFO: eta: 3:31:46 iter: 404919 total_loss: 4.694 loss_ce: 0.192 loss_bbox: 0.1517 loss_giou: 0.2797 loss_ce_0: 0.4131 loss_bbox_0: 0.2656 loss_giou_0: 0.4508 loss_ce_1: 0.2975 loss_bbox_1: 0.1806 loss_giou_1: 0.3289 loss_ce_2: 0.2314 loss_bbox_2: 0.1664 loss_giou_2: 0.2995 loss_ce_3: 0.209 loss_bbox_3: 0.1646 loss_giou_3: 0.2896 loss_ce_4: 0.1957 loss_bbox_4: 0.156 loss_giou_4: 0.2861 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:36] d2.utils.events INFO: eta: 3:31:42 iter: 404939 total_loss: 4.944 loss_ce: 0.2113 loss_bbox: 0.1523 loss_giou: 0.2964 loss_ce_0: 0.4234 loss_bbox_0: 0.2784 loss_giou_0: 0.4805 loss_ce_1: 0.3164 loss_bbox_1: 0.188 loss_giou_1: 0.3516 loss_ce_2: 0.2654 loss_bbox_2: 0.1668 loss_giou_2: 0.3272 loss_ce_3: 0.2334 loss_bbox_3: 0.1618 loss_giou_3: 0.3133 loss_ce_4: 0.215 loss_bbox_4: 0.1582 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:42] d2.utils.events INFO: eta: 3:31:34 iter: 404959 total_loss: 4.927 loss_ce: 0.2279 loss_bbox: 0.1603 loss_giou: 0.2907 loss_ce_0: 0.4486 loss_bbox_0: 0.2692 loss_giou_0: 0.4584 loss_ce_1: 0.3374 loss_bbox_1: 0.1887 loss_giou_1: 0.3352 loss_ce_2: 0.2923 loss_bbox_2: 0.1733 loss_giou_2: 0.3118 loss_ce_3: 0.2458 loss_bbox_3: 0.1708 loss_giou_3: 0.3068 loss_ce_4: 0.2308 loss_bbox_4: 0.1691 loss_giou_4: 0.2955 time: 0.2800 data_time: 0.0316 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:48] d2.utils.events INFO: eta: 3:31:30 iter: 404979 total_loss: 4.923 loss_ce: 0.2016 loss_bbox: 0.1503 loss_giou: 0.3074 loss_ce_0: 0.4231 loss_bbox_0: 0.2612 loss_giou_0: 0.465 loss_ce_1: 0.3156 loss_bbox_1: 0.1793 loss_giou_1: 0.3548 loss_ce_2: 0.2572 loss_bbox_2: 0.1576 loss_giou_2: 0.3311 loss_ce_3: 0.2198 loss_bbox_3: 0.1611 loss_giou_3: 0.3239 loss_ce_4: 0.2043 loss_bbox_4: 0.1511 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 22:17:53] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0404999.pth [11/03 22:17:55] d2.utils.events INFO: eta: 3:31:28 iter: 404999 total_loss: 4.695 loss_ce: 0.2008 loss_bbox: 0.1591 loss_giou: 0.2893 loss_ce_0: 0.4278 loss_bbox_0: 0.2634 loss_giou_0: 0.4563 loss_ce_1: 0.3132 loss_bbox_1: 0.1902 loss_giou_1: 0.3411 loss_ce_2: 0.257 loss_bbox_2: 0.1718 loss_giou_2: 0.3137 loss_ce_3: 0.2185 loss_bbox_3: 0.1654 loss_giou_3: 0.3009 loss_ce_4: 0.2047 loss_bbox_4: 0.1621 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:01] d2.utils.events INFO: eta: 3:31:17 iter: 405019 total_loss: 4.683 loss_ce: 0.2126 loss_bbox: 0.1516 loss_giou: 0.2988 loss_ce_0: 0.4117 loss_bbox_0: 0.2663 loss_giou_0: 0.4723 loss_ce_1: 0.3208 loss_bbox_1: 0.1764 loss_giou_1: 0.3544 loss_ce_2: 0.2575 loss_bbox_2: 0.1622 loss_giou_2: 0.3287 loss_ce_3: 0.2205 loss_bbox_3: 0.1555 loss_giou_3: 0.3135 loss_ce_4: 0.205 loss_bbox_4: 0.152 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:07] d2.utils.events INFO: eta: 3:31:15 iter: 405039 total_loss: 4.87 loss_ce: 0.2163 loss_bbox: 0.1638 loss_giou: 0.2771 loss_ce_0: 0.4414 loss_bbox_0: 0.2783 loss_giou_0: 0.4387 loss_ce_1: 0.3283 loss_bbox_1: 0.1996 loss_giou_1: 0.3235 loss_ce_2: 0.2619 loss_bbox_2: 0.1794 loss_giou_2: 0.2904 loss_ce_3: 0.2262 loss_bbox_3: 0.1717 loss_giou_3: 0.286 loss_ce_4: 0.226 loss_bbox_4: 0.1656 loss_giou_4: 0.279 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:12] d2.utils.events INFO: eta: 3:31:07 iter: 405059 total_loss: 4.26 loss_ce: 0.1953 loss_bbox: 0.143 loss_giou: 0.2626 loss_ce_0: 0.4079 loss_bbox_0: 0.2426 loss_giou_0: 0.4057 loss_ce_1: 0.2881 loss_bbox_1: 0.1701 loss_giou_1: 0.3 loss_ce_2: 0.236 loss_bbox_2: 0.1547 loss_giou_2: 0.284 loss_ce_3: 0.1951 loss_bbox_3: 0.1481 loss_giou_3: 0.2742 loss_ce_4: 0.1918 loss_bbox_4: 0.147 loss_giou_4: 0.2725 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:18] d2.utils.events INFO: eta: 3:31:02 iter: 405079 total_loss: 4.683 loss_ce: 0.1856 loss_bbox: 0.1473 loss_giou: 0.2811 loss_ce_0: 0.4123 loss_bbox_0: 0.2473 loss_giou_0: 0.4513 loss_ce_1: 0.309 loss_bbox_1: 0.1704 loss_giou_1: 0.3289 loss_ce_2: 0.2572 loss_bbox_2: 0.1564 loss_giou_2: 0.3021 loss_ce_3: 0.2143 loss_bbox_3: 0.1505 loss_giou_3: 0.2893 loss_ce_4: 0.1892 loss_bbox_4: 0.1481 loss_giou_4: 0.2825 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:24] d2.utils.events INFO: eta: 3:31:00 iter: 405099 total_loss: 5.022 loss_ce: 0.2 loss_bbox: 0.1589 loss_giou: 0.3229 loss_ce_0: 0.4277 loss_bbox_0: 0.2669 loss_giou_0: 0.4727 loss_ce_1: 0.3228 loss_bbox_1: 0.1853 loss_giou_1: 0.3547 loss_ce_2: 0.2487 loss_bbox_2: 0.1715 loss_giou_2: 0.3358 loss_ce_3: 0.2228 loss_bbox_3: 0.168 loss_giou_3: 0.326 loss_ce_4: 0.2062 loss_bbox_4: 0.1602 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:30] d2.utils.events INFO: eta: 3:30:54 iter: 405119 total_loss: 4.954 loss_ce: 0.1943 loss_bbox: 0.1783 loss_giou: 0.3198 loss_ce_0: 0.4284 loss_bbox_0: 0.2703 loss_giou_0: 0.4787 loss_ce_1: 0.3017 loss_bbox_1: 0.1997 loss_giou_1: 0.3559 loss_ce_2: 0.2394 loss_bbox_2: 0.1835 loss_giou_2: 0.3366 loss_ce_3: 0.2114 loss_bbox_3: 0.181 loss_giou_3: 0.3251 loss_ce_4: 0.1929 loss_bbox_4: 0.1787 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:35] d2.utils.events INFO: eta: 3:30:46 iter: 405139 total_loss: 4.934 loss_ce: 0.2065 loss_bbox: 0.1588 loss_giou: 0.3195 loss_ce_0: 0.43 loss_bbox_0: 0.2546 loss_giou_0: 0.4721 loss_ce_1: 0.3074 loss_bbox_1: 0.1969 loss_giou_1: 0.372 loss_ce_2: 0.2528 loss_bbox_2: 0.172 loss_giou_2: 0.3385 loss_ce_3: 0.2309 loss_bbox_3: 0.166 loss_giou_3: 0.3334 loss_ce_4: 0.2125 loss_bbox_4: 0.1622 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:41] d2.utils.events INFO: eta: 3:30:40 iter: 405159 total_loss: 4.629 loss_ce: 0.2017 loss_bbox: 0.1494 loss_giou: 0.3002 loss_ce_0: 0.4316 loss_bbox_0: 0.2537 loss_giou_0: 0.4714 loss_ce_1: 0.3157 loss_bbox_1: 0.1767 loss_giou_1: 0.3413 loss_ce_2: 0.2453 loss_bbox_2: 0.1586 loss_giou_2: 0.3202 loss_ce_3: 0.2143 loss_bbox_3: 0.152 loss_giou_3: 0.3112 loss_ce_4: 0.2044 loss_bbox_4: 0.1499 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:47] d2.utils.events INFO: eta: 3:30:31 iter: 405179 total_loss: 5.097 loss_ce: 0.2309 loss_bbox: 0.1561 loss_giou: 0.3015 loss_ce_0: 0.4397 loss_bbox_0: 0.2691 loss_giou_0: 0.4668 loss_ce_1: 0.3263 loss_bbox_1: 0.1893 loss_giou_1: 0.3596 loss_ce_2: 0.2753 loss_bbox_2: 0.1712 loss_giou_2: 0.3264 loss_ce_3: 0.2448 loss_bbox_3: 0.1644 loss_giou_3: 0.3114 loss_ce_4: 0.2333 loss_bbox_4: 0.1597 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:52] d2.utils.events INFO: eta: 3:30:22 iter: 405199 total_loss: 4.733 loss_ce: 0.2161 loss_bbox: 0.1417 loss_giou: 0.301 loss_ce_0: 0.4326 loss_bbox_0: 0.2517 loss_giou_0: 0.4719 loss_ce_1: 0.3179 loss_bbox_1: 0.1869 loss_giou_1: 0.3494 loss_ce_2: 0.2533 loss_bbox_2: 0.1657 loss_giou_2: 0.3226 loss_ce_3: 0.2276 loss_bbox_3: 0.1531 loss_giou_3: 0.3102 loss_ce_4: 0.2184 loss_bbox_4: 0.1479 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:18:58] d2.utils.events INFO: eta: 3:30:18 iter: 405219 total_loss: 4.801 loss_ce: 0.1942 loss_bbox: 0.1429 loss_giou: 0.321 loss_ce_0: 0.4267 loss_bbox_0: 0.2571 loss_giou_0: 0.4893 loss_ce_1: 0.3143 loss_bbox_1: 0.174 loss_giou_1: 0.3764 loss_ce_2: 0.2558 loss_bbox_2: 0.1543 loss_giou_2: 0.3411 loss_ce_3: 0.212 loss_bbox_3: 0.1509 loss_giou_3: 0.3327 loss_ce_4: 0.1993 loss_bbox_4: 0.1478 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:04] d2.utils.events INFO: eta: 3:30:06 iter: 405239 total_loss: 4.616 loss_ce: 0.2023 loss_bbox: 0.1559 loss_giou: 0.2919 loss_ce_0: 0.4305 loss_bbox_0: 0.2642 loss_giou_0: 0.4629 loss_ce_1: 0.3104 loss_bbox_1: 0.1811 loss_giou_1: 0.328 loss_ce_2: 0.2602 loss_bbox_2: 0.1641 loss_giou_2: 0.3196 loss_ce_3: 0.2155 loss_bbox_3: 0.1565 loss_giou_3: 0.3075 loss_ce_4: 0.2021 loss_bbox_4: 0.1576 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:09] d2.utils.events INFO: eta: 3:29:54 iter: 405259 total_loss: 4.707 loss_ce: 0.2044 loss_bbox: 0.1644 loss_giou: 0.2969 loss_ce_0: 0.4208 loss_bbox_0: 0.2654 loss_giou_0: 0.4311 loss_ce_1: 0.3018 loss_bbox_1: 0.1848 loss_giou_1: 0.3267 loss_ce_2: 0.2504 loss_bbox_2: 0.1787 loss_giou_2: 0.3104 loss_ce_3: 0.2244 loss_bbox_3: 0.1713 loss_giou_3: 0.3033 loss_ce_4: 0.2035 loss_bbox_4: 0.1682 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:15] d2.utils.events INFO: eta: 3:29:46 iter: 405279 total_loss: 4.686 loss_ce: 0.2034 loss_bbox: 0.1576 loss_giou: 0.2935 loss_ce_0: 0.421 loss_bbox_0: 0.2613 loss_giou_0: 0.4572 loss_ce_1: 0.3157 loss_bbox_1: 0.175 loss_giou_1: 0.3415 loss_ce_2: 0.2572 loss_bbox_2: 0.1615 loss_giou_2: 0.3159 loss_ce_3: 0.222 loss_bbox_3: 0.1588 loss_giou_3: 0.2971 loss_ce_4: 0.2049 loss_bbox_4: 0.1551 loss_giou_4: 0.2931 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:21] d2.utils.events INFO: eta: 3:29:45 iter: 405299 total_loss: 4.725 loss_ce: 0.1939 loss_bbox: 0.151 loss_giou: 0.2914 loss_ce_0: 0.4441 loss_bbox_0: 0.2488 loss_giou_0: 0.4892 loss_ce_1: 0.3233 loss_bbox_1: 0.1763 loss_giou_1: 0.343 loss_ce_2: 0.2607 loss_bbox_2: 0.1619 loss_giou_2: 0.3143 loss_ce_3: 0.2143 loss_bbox_3: 0.1539 loss_giou_3: 0.3042 loss_ce_4: 0.194 loss_bbox_4: 0.1509 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:26] d2.utils.events INFO: eta: 3:29:40 iter: 405319 total_loss: 4.89 loss_ce: 0.2038 loss_bbox: 0.1507 loss_giou: 0.3084 loss_ce_0: 0.4423 loss_bbox_0: 0.2685 loss_giou_0: 0.4825 loss_ce_1: 0.3161 loss_bbox_1: 0.1799 loss_giou_1: 0.3543 loss_ce_2: 0.2572 loss_bbox_2: 0.1631 loss_giou_2: 0.3306 loss_ce_3: 0.2282 loss_bbox_3: 0.1559 loss_giou_3: 0.3201 loss_ce_4: 0.2057 loss_bbox_4: 0.1538 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:32] d2.utils.events INFO: eta: 3:29:32 iter: 405339 total_loss: 4.937 loss_ce: 0.2027 loss_bbox: 0.1628 loss_giou: 0.3118 loss_ce_0: 0.4395 loss_bbox_0: 0.2685 loss_giou_0: 0.4712 loss_ce_1: 0.3252 loss_bbox_1: 0.1861 loss_giou_1: 0.3615 loss_ce_2: 0.2533 loss_bbox_2: 0.1712 loss_giou_2: 0.3322 loss_ce_3: 0.2167 loss_bbox_3: 0.1674 loss_giou_3: 0.3203 loss_ce_4: 0.1993 loss_bbox_4: 0.1661 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:38] d2.utils.events INFO: eta: 3:29:22 iter: 405359 total_loss: 4.673 loss_ce: 0.1939 loss_bbox: 0.1418 loss_giou: 0.2964 loss_ce_0: 0.4208 loss_bbox_0: 0.2586 loss_giou_0: 0.4785 loss_ce_1: 0.2981 loss_bbox_1: 0.1685 loss_giou_1: 0.3423 loss_ce_2: 0.2408 loss_bbox_2: 0.1478 loss_giou_2: 0.3185 loss_ce_3: 0.2098 loss_bbox_3: 0.1457 loss_giou_3: 0.3068 loss_ce_4: 0.1979 loss_bbox_4: 0.1435 loss_giou_4: 0.2969 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:43] d2.utils.events INFO: eta: 3:29:17 iter: 405379 total_loss: 4.554 loss_ce: 0.1888 loss_bbox: 0.1544 loss_giou: 0.2788 loss_ce_0: 0.4129 loss_bbox_0: 0.2647 loss_giou_0: 0.4191 loss_ce_1: 0.3023 loss_bbox_1: 0.1794 loss_giou_1: 0.3125 loss_ce_2: 0.2339 loss_bbox_2: 0.1647 loss_giou_2: 0.2912 loss_ce_3: 0.2037 loss_bbox_3: 0.1604 loss_giou_3: 0.2825 loss_ce_4: 0.1873 loss_bbox_4: 0.158 loss_giou_4: 0.2819 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:49] d2.utils.events INFO: eta: 3:29:11 iter: 405399 total_loss: 4.697 loss_ce: 0.206 loss_bbox: 0.1534 loss_giou: 0.2935 loss_ce_0: 0.4246 loss_bbox_0: 0.2569 loss_giou_0: 0.462 loss_ce_1: 0.3136 loss_bbox_1: 0.1845 loss_giou_1: 0.3395 loss_ce_2: 0.2509 loss_bbox_2: 0.1661 loss_giou_2: 0.3129 loss_ce_3: 0.2223 loss_bbox_3: 0.1611 loss_giou_3: 0.3019 loss_ce_4: 0.2107 loss_bbox_4: 0.1566 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0219 lr: 2.5e-06 max_mem: 5427M [11/03 22:19:55] d2.utils.events INFO: eta: 3:29:13 iter: 405419 total_loss: 4.886 loss_ce: 0.2109 loss_bbox: 0.146 loss_giou: 0.2923 loss_ce_0: 0.4297 loss_bbox_0: 0.2583 loss_giou_0: 0.4589 loss_ce_1: 0.3205 loss_bbox_1: 0.1761 loss_giou_1: 0.3322 loss_ce_2: 0.2775 loss_bbox_2: 0.1608 loss_giou_2: 0.3059 loss_ce_3: 0.2325 loss_bbox_3: 0.152 loss_giou_3: 0.3031 loss_ce_4: 0.2251 loss_bbox_4: 0.1474 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:00] d2.utils.events INFO: eta: 3:29:04 iter: 405439 total_loss: 4.756 loss_ce: 0.1995 loss_bbox: 0.1446 loss_giou: 0.3065 loss_ce_0: 0.4338 loss_bbox_0: 0.2487 loss_giou_0: 0.4658 loss_ce_1: 0.313 loss_bbox_1: 0.1706 loss_giou_1: 0.3464 loss_ce_2: 0.254 loss_bbox_2: 0.1565 loss_giou_2: 0.3262 loss_ce_3: 0.2187 loss_bbox_3: 0.146 loss_giou_3: 0.3136 loss_ce_4: 0.2049 loss_bbox_4: 0.1469 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:06] d2.utils.events INFO: eta: 3:29:06 iter: 405459 total_loss: 4.82 loss_ce: 0.194 loss_bbox: 0.149 loss_giou: 0.3078 loss_ce_0: 0.426 loss_bbox_0: 0.2635 loss_giou_0: 0.4751 loss_ce_1: 0.32 loss_bbox_1: 0.179 loss_giou_1: 0.3566 loss_ce_2: 0.2578 loss_bbox_2: 0.1622 loss_giou_2: 0.3281 loss_ce_3: 0.2213 loss_bbox_3: 0.1561 loss_giou_3: 0.3186 loss_ce_4: 0.2058 loss_bbox_4: 0.1517 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:12] d2.utils.events INFO: eta: 3:29:00 iter: 405479 total_loss: 4.846 loss_ce: 0.2014 loss_bbox: 0.1621 loss_giou: 0.3011 loss_ce_0: 0.4219 loss_bbox_0: 0.275 loss_giou_0: 0.4625 loss_ce_1: 0.3129 loss_bbox_1: 0.1874 loss_giou_1: 0.3489 loss_ce_2: 0.2479 loss_bbox_2: 0.1745 loss_giou_2: 0.3127 loss_ce_3: 0.2192 loss_bbox_3: 0.164 loss_giou_3: 0.3089 loss_ce_4: 0.2115 loss_bbox_4: 0.1609 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:17] d2.utils.events INFO: eta: 3:28:57 iter: 405499 total_loss: 4.626 loss_ce: 0.1993 loss_bbox: 0.1552 loss_giou: 0.296 loss_ce_0: 0.4206 loss_bbox_0: 0.2648 loss_giou_0: 0.4675 loss_ce_1: 0.3108 loss_bbox_1: 0.1791 loss_giou_1: 0.3391 loss_ce_2: 0.2473 loss_bbox_2: 0.1651 loss_giou_2: 0.3142 loss_ce_3: 0.2141 loss_bbox_3: 0.1564 loss_giou_3: 0.3015 loss_ce_4: 0.2047 loss_bbox_4: 0.1557 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:23] d2.utils.events INFO: eta: 3:28:51 iter: 405519 total_loss: 4.658 loss_ce: 0.2187 loss_bbox: 0.1577 loss_giou: 0.2893 loss_ce_0: 0.4306 loss_bbox_0: 0.2662 loss_giou_0: 0.4533 loss_ce_1: 0.3123 loss_bbox_1: 0.1873 loss_giou_1: 0.3352 loss_ce_2: 0.2688 loss_bbox_2: 0.1675 loss_giou_2: 0.304 loss_ce_3: 0.2313 loss_bbox_3: 0.1636 loss_giou_3: 0.2981 loss_ce_4: 0.2224 loss_bbox_4: 0.1594 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:29] d2.utils.events INFO: eta: 3:28:43 iter: 405539 total_loss: 4.726 loss_ce: 0.2046 loss_bbox: 0.1499 loss_giou: 0.2883 loss_ce_0: 0.4271 loss_bbox_0: 0.2483 loss_giou_0: 0.4579 loss_ce_1: 0.3112 loss_bbox_1: 0.1743 loss_giou_1: 0.3454 loss_ce_2: 0.25 loss_bbox_2: 0.1624 loss_giou_2: 0.3158 loss_ce_3: 0.2166 loss_bbox_3: 0.1523 loss_giou_3: 0.3039 loss_ce_4: 0.2079 loss_bbox_4: 0.1518 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:35] d2.utils.events INFO: eta: 3:28:33 iter: 405559 total_loss: 4.954 loss_ce: 0.2025 loss_bbox: 0.1608 loss_giou: 0.3249 loss_ce_0: 0.4257 loss_bbox_0: 0.2604 loss_giou_0: 0.4752 loss_ce_1: 0.311 loss_bbox_1: 0.183 loss_giou_1: 0.3676 loss_ce_2: 0.2424 loss_bbox_2: 0.1682 loss_giou_2: 0.3453 loss_ce_3: 0.2227 loss_bbox_3: 0.1699 loss_giou_3: 0.3413 loss_ce_4: 0.2029 loss_bbox_4: 0.1644 loss_giou_4: 0.3295 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:40] d2.utils.events INFO: eta: 3:28:24 iter: 405579 total_loss: 4.499 loss_ce: 0.1881 loss_bbox: 0.1429 loss_giou: 0.2972 loss_ce_0: 0.4188 loss_bbox_0: 0.264 loss_giou_0: 0.4516 loss_ce_1: 0.3075 loss_bbox_1: 0.1735 loss_giou_1: 0.3338 loss_ce_2: 0.2441 loss_bbox_2: 0.1593 loss_giou_2: 0.3205 loss_ce_3: 0.2039 loss_bbox_3: 0.1504 loss_giou_3: 0.3083 loss_ce_4: 0.1867 loss_bbox_4: 0.1426 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:46] d2.utils.events INFO: eta: 3:28:13 iter: 405599 total_loss: 4.9 loss_ce: 0.2231 loss_bbox: 0.1574 loss_giou: 0.3021 loss_ce_0: 0.4317 loss_bbox_0: 0.2744 loss_giou_0: 0.4744 loss_ce_1: 0.3301 loss_bbox_1: 0.1926 loss_giou_1: 0.3453 loss_ce_2: 0.2653 loss_bbox_2: 0.171 loss_giou_2: 0.3224 loss_ce_3: 0.2361 loss_bbox_3: 0.1621 loss_giou_3: 0.3123 loss_ce_4: 0.2253 loss_bbox_4: 0.1597 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:52] d2.utils.events INFO: eta: 3:28:09 iter: 405619 total_loss: 4.961 loss_ce: 0.2242 loss_bbox: 0.1585 loss_giou: 0.3008 loss_ce_0: 0.4511 loss_bbox_0: 0.2694 loss_giou_0: 0.4688 loss_ce_1: 0.3319 loss_bbox_1: 0.186 loss_giou_1: 0.3453 loss_ce_2: 0.2747 loss_bbox_2: 0.1712 loss_giou_2: 0.316 loss_ce_3: 0.2391 loss_bbox_3: 0.1673 loss_giou_3: 0.3099 loss_ce_4: 0.2262 loss_bbox_4: 0.1599 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:20:57] d2.utils.events INFO: eta: 3:28:01 iter: 405639 total_loss: 4.466 loss_ce: 0.1826 loss_bbox: 0.1456 loss_giou: 0.2636 loss_ce_0: 0.4255 loss_bbox_0: 0.2555 loss_giou_0: 0.4224 loss_ce_1: 0.305 loss_bbox_1: 0.1795 loss_giou_1: 0.304 loss_ce_2: 0.2511 loss_bbox_2: 0.1608 loss_giou_2: 0.2844 loss_ce_3: 0.2137 loss_bbox_3: 0.1519 loss_giou_3: 0.2741 loss_ce_4: 0.1902 loss_bbox_4: 0.1519 loss_giou_4: 0.2676 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:03] d2.utils.events INFO: eta: 3:27:56 iter: 405659 total_loss: 4.834 loss_ce: 0.2187 loss_bbox: 0.1537 loss_giou: 0.3219 loss_ce_0: 0.4419 loss_bbox_0: 0.2526 loss_giou_0: 0.4789 loss_ce_1: 0.3313 loss_bbox_1: 0.1826 loss_giou_1: 0.374 loss_ce_2: 0.2719 loss_bbox_2: 0.1696 loss_giou_2: 0.3449 loss_ce_3: 0.2449 loss_bbox_3: 0.1605 loss_giou_3: 0.3371 loss_ce_4: 0.2192 loss_bbox_4: 0.1542 loss_giou_4: 0.3323 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:09] d2.utils.events INFO: eta: 3:27:46 iter: 405679 total_loss: 4.753 loss_ce: 0.2085 loss_bbox: 0.1565 loss_giou: 0.3044 loss_ce_0: 0.4305 loss_bbox_0: 0.2664 loss_giou_0: 0.4769 loss_ce_1: 0.3263 loss_bbox_1: 0.1831 loss_giou_1: 0.3489 loss_ce_2: 0.2462 loss_bbox_2: 0.1672 loss_giou_2: 0.3238 loss_ce_3: 0.2244 loss_bbox_3: 0.166 loss_giou_3: 0.3137 loss_ce_4: 0.2095 loss_bbox_4: 0.1603 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:14] d2.utils.events INFO: eta: 3:27:40 iter: 405699 total_loss: 4.655 loss_ce: 0.2053 loss_bbox: 0.1515 loss_giou: 0.3064 loss_ce_0: 0.4267 loss_bbox_0: 0.2559 loss_giou_0: 0.4613 loss_ce_1: 0.3114 loss_bbox_1: 0.1735 loss_giou_1: 0.3441 loss_ce_2: 0.2462 loss_bbox_2: 0.1603 loss_giou_2: 0.3216 loss_ce_3: 0.2209 loss_bbox_3: 0.1554 loss_giou_3: 0.309 loss_ce_4: 0.2139 loss_bbox_4: 0.1537 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:20] d2.utils.events INFO: eta: 3:27:30 iter: 405719 total_loss: 4.967 loss_ce: 0.2065 loss_bbox: 0.1634 loss_giou: 0.3155 loss_ce_0: 0.4258 loss_bbox_0: 0.2623 loss_giou_0: 0.4576 loss_ce_1: 0.3162 loss_bbox_1: 0.1857 loss_giou_1: 0.359 loss_ce_2: 0.2589 loss_bbox_2: 0.1754 loss_giou_2: 0.3341 loss_ce_3: 0.2286 loss_bbox_3: 0.1703 loss_giou_3: 0.3212 loss_ce_4: 0.2147 loss_bbox_4: 0.1672 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:26] d2.utils.events INFO: eta: 3:27:20 iter: 405739 total_loss: 4.728 loss_ce: 0.2116 loss_bbox: 0.1607 loss_giou: 0.3055 loss_ce_0: 0.4333 loss_bbox_0: 0.2644 loss_giou_0: 0.4917 loss_ce_1: 0.3258 loss_bbox_1: 0.1912 loss_giou_1: 0.3546 loss_ce_2: 0.2579 loss_bbox_2: 0.1781 loss_giou_2: 0.3268 loss_ce_3: 0.2294 loss_bbox_3: 0.1712 loss_giou_3: 0.3163 loss_ce_4: 0.2145 loss_bbox_4: 0.163 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:31] d2.utils.events INFO: eta: 3:27:21 iter: 405759 total_loss: 4.846 loss_ce: 0.2132 loss_bbox: 0.1614 loss_giou: 0.3109 loss_ce_0: 0.4231 loss_bbox_0: 0.2667 loss_giou_0: 0.4783 loss_ce_1: 0.3247 loss_bbox_1: 0.1866 loss_giou_1: 0.3528 loss_ce_2: 0.2667 loss_bbox_2: 0.1708 loss_giou_2: 0.3295 loss_ce_3: 0.2256 loss_bbox_3: 0.1657 loss_giou_3: 0.3215 loss_ce_4: 0.2095 loss_bbox_4: 0.1623 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:37] d2.utils.events INFO: eta: 3:27:13 iter: 405779 total_loss: 4.788 loss_ce: 0.2039 loss_bbox: 0.1583 loss_giou: 0.2962 loss_ce_0: 0.4271 loss_bbox_0: 0.2648 loss_giou_0: 0.4595 loss_ce_1: 0.3165 loss_bbox_1: 0.1832 loss_giou_1: 0.3402 loss_ce_2: 0.258 loss_bbox_2: 0.1686 loss_giou_2: 0.3178 loss_ce_3: 0.2223 loss_bbox_3: 0.1664 loss_giou_3: 0.3069 loss_ce_4: 0.2081 loss_bbox_4: 0.1593 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:43] d2.utils.events INFO: eta: 3:27:03 iter: 405799 total_loss: 4.958 loss_ce: 0.2167 loss_bbox: 0.1708 loss_giou: 0.3102 loss_ce_0: 0.4356 loss_bbox_0: 0.2749 loss_giou_0: 0.4681 loss_ce_1: 0.3303 loss_bbox_1: 0.2033 loss_giou_1: 0.3604 loss_ce_2: 0.2697 loss_bbox_2: 0.1842 loss_giou_2: 0.3349 loss_ce_3: 0.2317 loss_bbox_3: 0.1797 loss_giou_3: 0.3265 loss_ce_4: 0.2222 loss_bbox_4: 0.1715 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:48] d2.utils.events INFO: eta: 3:26:54 iter: 405819 total_loss: 4.637 loss_ce: 0.1918 loss_bbox: 0.1515 loss_giou: 0.298 loss_ce_0: 0.4256 loss_bbox_0: 0.2701 loss_giou_0: 0.4675 loss_ce_1: 0.3129 loss_bbox_1: 0.1778 loss_giou_1: 0.3486 loss_ce_2: 0.2517 loss_bbox_2: 0.1613 loss_giou_2: 0.3121 loss_ce_3: 0.2135 loss_bbox_3: 0.1595 loss_giou_3: 0.3023 loss_ce_4: 0.1994 loss_bbox_4: 0.1569 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 22:21:54] d2.utils.events INFO: eta: 3:26:48 iter: 405839 total_loss: 4.78 loss_ce: 0.1892 loss_bbox: 0.1507 loss_giou: 0.2983 loss_ce_0: 0.4294 loss_bbox_0: 0.2617 loss_giou_0: 0.4435 loss_ce_1: 0.3262 loss_bbox_1: 0.1808 loss_giou_1: 0.335 loss_ce_2: 0.2538 loss_bbox_2: 0.1546 loss_giou_2: 0.3153 loss_ce_3: 0.2131 loss_bbox_3: 0.1485 loss_giou_3: 0.3057 loss_ce_4: 0.1967 loss_bbox_4: 0.1532 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:00] d2.utils.events INFO: eta: 3:26:44 iter: 405859 total_loss: 4.965 loss_ce: 0.2143 loss_bbox: 0.1564 loss_giou: 0.3108 loss_ce_0: 0.4374 loss_bbox_0: 0.2679 loss_giou_0: 0.5027 loss_ce_1: 0.3319 loss_bbox_1: 0.1817 loss_giou_1: 0.3605 loss_ce_2: 0.2618 loss_bbox_2: 0.1684 loss_giou_2: 0.3308 loss_ce_3: 0.2303 loss_bbox_3: 0.1631 loss_giou_3: 0.3205 loss_ce_4: 0.2161 loss_bbox_4: 0.1584 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:05] d2.utils.events INFO: eta: 3:26:42 iter: 405879 total_loss: 4.671 loss_ce: 0.1939 loss_bbox: 0.154 loss_giou: 0.2992 loss_ce_0: 0.4206 loss_bbox_0: 0.2566 loss_giou_0: 0.4766 loss_ce_1: 0.3107 loss_bbox_1: 0.1821 loss_giou_1: 0.347 loss_ce_2: 0.2447 loss_bbox_2: 0.162 loss_giou_2: 0.3246 loss_ce_3: 0.2187 loss_bbox_3: 0.1552 loss_giou_3: 0.3121 loss_ce_4: 0.1926 loss_bbox_4: 0.1534 loss_giou_4: 0.3038 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:11] d2.utils.events INFO: eta: 3:26:37 iter: 405899 total_loss: 4.612 loss_ce: 0.189 loss_bbox: 0.1504 loss_giou: 0.297 loss_ce_0: 0.4077 loss_bbox_0: 0.2599 loss_giou_0: 0.4585 loss_ce_1: 0.2965 loss_bbox_1: 0.1802 loss_giou_1: 0.331 loss_ce_2: 0.2389 loss_bbox_2: 0.1613 loss_giou_2: 0.3112 loss_ce_3: 0.2047 loss_bbox_3: 0.156 loss_giou_3: 0.3044 loss_ce_4: 0.1924 loss_bbox_4: 0.1523 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:17] d2.utils.events INFO: eta: 3:26:32 iter: 405919 total_loss: 4.562 loss_ce: 0.1898 loss_bbox: 0.1646 loss_giou: 0.2859 loss_ce_0: 0.413 loss_bbox_0: 0.2703 loss_giou_0: 0.4453 loss_ce_1: 0.3092 loss_bbox_1: 0.1923 loss_giou_1: 0.3263 loss_ce_2: 0.235 loss_bbox_2: 0.1731 loss_giou_2: 0.2994 loss_ce_3: 0.2043 loss_bbox_3: 0.1672 loss_giou_3: 0.2938 loss_ce_4: 0.1934 loss_bbox_4: 0.1671 loss_giou_4: 0.2873 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:22] d2.utils.events INFO: eta: 3:26:24 iter: 405939 total_loss: 4.461 loss_ce: 0.1737 loss_bbox: 0.1539 loss_giou: 0.2824 loss_ce_0: 0.3989 loss_bbox_0: 0.258 loss_giou_0: 0.4469 loss_ce_1: 0.2754 loss_bbox_1: 0.1811 loss_giou_1: 0.3268 loss_ce_2: 0.2172 loss_bbox_2: 0.1636 loss_giou_2: 0.2996 loss_ce_3: 0.1914 loss_bbox_3: 0.1592 loss_giou_3: 0.2961 loss_ce_4: 0.1798 loss_bbox_4: 0.153 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:28] d2.utils.events INFO: eta: 3:26:16 iter: 405959 total_loss: 4.89 loss_ce: 0.2063 loss_bbox: 0.1489 loss_giou: 0.3157 loss_ce_0: 0.4163 loss_bbox_0: 0.2588 loss_giou_0: 0.4775 loss_ce_1: 0.3003 loss_bbox_1: 0.1785 loss_giou_1: 0.3608 loss_ce_2: 0.2486 loss_bbox_2: 0.1656 loss_giou_2: 0.3347 loss_ce_3: 0.2268 loss_bbox_3: 0.1551 loss_giou_3: 0.3217 loss_ce_4: 0.2166 loss_bbox_4: 0.1516 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:34] d2.utils.events INFO: eta: 3:26:14 iter: 405979 total_loss: 4.652 loss_ce: 0.1912 loss_bbox: 0.162 loss_giou: 0.2977 loss_ce_0: 0.4411 loss_bbox_0: 0.2724 loss_giou_0: 0.475 loss_ce_1: 0.3146 loss_bbox_1: 0.1862 loss_giou_1: 0.3455 loss_ce_2: 0.2509 loss_bbox_2: 0.1714 loss_giou_2: 0.3189 loss_ce_3: 0.2203 loss_bbox_3: 0.1644 loss_giou_3: 0.3048 loss_ce_4: 0.2041 loss_bbox_4: 0.1651 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:40] d2.utils.events INFO: eta: 3:26:09 iter: 405999 total_loss: 4.913 loss_ce: 0.2089 loss_bbox: 0.1674 loss_giou: 0.2964 loss_ce_0: 0.4284 loss_bbox_0: 0.2672 loss_giou_0: 0.4541 loss_ce_1: 0.3025 loss_bbox_1: 0.1968 loss_giou_1: 0.3437 loss_ce_2: 0.2548 loss_bbox_2: 0.1799 loss_giou_2: 0.3175 loss_ce_3: 0.231 loss_bbox_3: 0.1722 loss_giou_3: 0.3052 loss_ce_4: 0.2107 loss_bbox_4: 0.1714 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:45] d2.utils.events INFO: eta: 3:26:04 iter: 406019 total_loss: 4.99 loss_ce: 0.21 loss_bbox: 0.1527 loss_giou: 0.3148 loss_ce_0: 0.4393 loss_bbox_0: 0.2723 loss_giou_0: 0.4681 loss_ce_1: 0.3235 loss_bbox_1: 0.1937 loss_giou_1: 0.3609 loss_ce_2: 0.2607 loss_bbox_2: 0.1748 loss_giou_2: 0.3324 loss_ce_3: 0.2262 loss_bbox_3: 0.1662 loss_giou_3: 0.3234 loss_ce_4: 0.2126 loss_bbox_4: 0.156 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:51] d2.utils.events INFO: eta: 3:25:57 iter: 406039 total_loss: 4.789 loss_ce: 0.2011 loss_bbox: 0.155 loss_giou: 0.2964 loss_ce_0: 0.4165 loss_bbox_0: 0.2585 loss_giou_0: 0.4796 loss_ce_1: 0.3233 loss_bbox_1: 0.1865 loss_giou_1: 0.3517 loss_ce_2: 0.2626 loss_bbox_2: 0.168 loss_giou_2: 0.322 loss_ce_3: 0.2275 loss_bbox_3: 0.1635 loss_giou_3: 0.3168 loss_ce_4: 0.2041 loss_bbox_4: 0.1603 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 22:22:57] d2.utils.events INFO: eta: 3:25:50 iter: 406059 total_loss: 4.69 loss_ce: 0.2028 loss_bbox: 0.1523 loss_giou: 0.3041 loss_ce_0: 0.4341 loss_bbox_0: 0.2589 loss_giou_0: 0.4622 loss_ce_1: 0.3185 loss_bbox_1: 0.172 loss_giou_1: 0.3403 loss_ce_2: 0.2505 loss_bbox_2: 0.1614 loss_giou_2: 0.3187 loss_ce_3: 0.2207 loss_bbox_3: 0.1582 loss_giou_3: 0.3089 loss_ce_4: 0.207 loss_bbox_4: 0.1543 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:02] d2.utils.events INFO: eta: 3:25:40 iter: 406079 total_loss: 4.765 loss_ce: 0.1789 loss_bbox: 0.1546 loss_giou: 0.3116 loss_ce_0: 0.4186 loss_bbox_0: 0.2686 loss_giou_0: 0.4829 loss_ce_1: 0.3035 loss_bbox_1: 0.1856 loss_giou_1: 0.3681 loss_ce_2: 0.2349 loss_bbox_2: 0.1704 loss_giou_2: 0.3425 loss_ce_3: 0.196 loss_bbox_3: 0.1643 loss_giou_3: 0.331 loss_ce_4: 0.1857 loss_bbox_4: 0.1543 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:08] d2.utils.events INFO: eta: 3:25:29 iter: 406099 total_loss: 4.794 loss_ce: 0.2205 loss_bbox: 0.1486 loss_giou: 0.3008 loss_ce_0: 0.4323 loss_bbox_0: 0.259 loss_giou_0: 0.4753 loss_ce_1: 0.3141 loss_bbox_1: 0.1874 loss_giou_1: 0.3483 loss_ce_2: 0.2634 loss_bbox_2: 0.1611 loss_giou_2: 0.3188 loss_ce_3: 0.2398 loss_bbox_3: 0.157 loss_giou_3: 0.3039 loss_ce_4: 0.2199 loss_bbox_4: 0.1512 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0324 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:14] d2.utils.events INFO: eta: 3:25:25 iter: 406119 total_loss: 4.913 loss_ce: 0.2181 loss_bbox: 0.1502 loss_giou: 0.311 loss_ce_0: 0.4408 loss_bbox_0: 0.2726 loss_giou_0: 0.504 loss_ce_1: 0.3333 loss_bbox_1: 0.1904 loss_giou_1: 0.3524 loss_ce_2: 0.2711 loss_bbox_2: 0.1714 loss_giou_2: 0.3268 loss_ce_3: 0.2419 loss_bbox_3: 0.1644 loss_giou_3: 0.3188 loss_ce_4: 0.2254 loss_bbox_4: 0.155 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:19] d2.utils.events INFO: eta: 3:25:20 iter: 406139 total_loss: 4.747 loss_ce: 0.1952 loss_bbox: 0.1632 loss_giou: 0.3057 loss_ce_0: 0.4311 loss_bbox_0: 0.2785 loss_giou_0: 0.4583 loss_ce_1: 0.3169 loss_bbox_1: 0.1959 loss_giou_1: 0.3442 loss_ce_2: 0.2463 loss_bbox_2: 0.1787 loss_giou_2: 0.317 loss_ce_3: 0.21 loss_bbox_3: 0.173 loss_giou_3: 0.3109 loss_ce_4: 0.1997 loss_bbox_4: 0.1671 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:25] d2.utils.events INFO: eta: 3:25:13 iter: 406159 total_loss: 4.873 loss_ce: 0.206 loss_bbox: 0.1555 loss_giou: 0.3022 loss_ce_0: 0.4339 loss_bbox_0: 0.2643 loss_giou_0: 0.4722 loss_ce_1: 0.3156 loss_bbox_1: 0.1866 loss_giou_1: 0.3525 loss_ce_2: 0.2654 loss_bbox_2: 0.1681 loss_giou_2: 0.3248 loss_ce_3: 0.2291 loss_bbox_3: 0.1614 loss_giou_3: 0.3113 loss_ce_4: 0.2074 loss_bbox_4: 0.1575 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:31] d2.utils.events INFO: eta: 3:25:11 iter: 406179 total_loss: 4.667 loss_ce: 0.199 loss_bbox: 0.177 loss_giou: 0.2919 loss_ce_0: 0.4393 loss_bbox_0: 0.2775 loss_giou_0: 0.4381 loss_ce_1: 0.3049 loss_bbox_1: 0.1969 loss_giou_1: 0.3337 loss_ce_2: 0.2477 loss_bbox_2: 0.1845 loss_giou_2: 0.3103 loss_ce_3: 0.2198 loss_bbox_3: 0.1762 loss_giou_3: 0.3007 loss_ce_4: 0.2007 loss_bbox_4: 0.1781 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:36] d2.utils.events INFO: eta: 3:25:06 iter: 406199 total_loss: 4.954 loss_ce: 0.2115 loss_bbox: 0.1651 loss_giou: 0.3064 loss_ce_0: 0.4316 loss_bbox_0: 0.2788 loss_giou_0: 0.4949 loss_ce_1: 0.3162 loss_bbox_1: 0.1905 loss_giou_1: 0.3558 loss_ce_2: 0.2657 loss_bbox_2: 0.1741 loss_giou_2: 0.3308 loss_ce_3: 0.2303 loss_bbox_3: 0.1663 loss_giou_3: 0.3159 loss_ce_4: 0.2125 loss_bbox_4: 0.1671 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:42] d2.utils.events INFO: eta: 3:24:56 iter: 406219 total_loss: 4.578 loss_ce: 0.187 loss_bbox: 0.149 loss_giou: 0.2957 loss_ce_0: 0.4182 loss_bbox_0: 0.2581 loss_giou_0: 0.4396 loss_ce_1: 0.3129 loss_bbox_1: 0.1805 loss_giou_1: 0.3319 loss_ce_2: 0.2498 loss_bbox_2: 0.1651 loss_giou_2: 0.3095 loss_ce_3: 0.21 loss_bbox_3: 0.1572 loss_giou_3: 0.3038 loss_ce_4: 0.1944 loss_bbox_4: 0.1525 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:48] d2.utils.events INFO: eta: 3:24:50 iter: 406239 total_loss: 4.705 loss_ce: 0.1899 loss_bbox: 0.161 loss_giou: 0.3178 loss_ce_0: 0.4349 loss_bbox_0: 0.2615 loss_giou_0: 0.4812 loss_ce_1: 0.3066 loss_bbox_1: 0.1868 loss_giou_1: 0.3588 loss_ce_2: 0.2447 loss_bbox_2: 0.1711 loss_giou_2: 0.3318 loss_ce_3: 0.2067 loss_bbox_3: 0.1636 loss_giou_3: 0.3174 loss_ce_4: 0.1913 loss_bbox_4: 0.1601 loss_giou_4: 0.322 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:53] d2.utils.events INFO: eta: 3:24:47 iter: 406259 total_loss: 4.723 loss_ce: 0.2148 loss_bbox: 0.1458 loss_giou: 0.3147 loss_ce_0: 0.4307 loss_bbox_0: 0.2531 loss_giou_0: 0.5218 loss_ce_1: 0.3206 loss_bbox_1: 0.1739 loss_giou_1: 0.362 loss_ce_2: 0.2697 loss_bbox_2: 0.1541 loss_giou_2: 0.3314 loss_ce_3: 0.2362 loss_bbox_3: 0.1579 loss_giou_3: 0.3209 loss_ce_4: 0.2232 loss_bbox_4: 0.1551 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 22:23:59] d2.utils.events INFO: eta: 3:24:41 iter: 406279 total_loss: 4.467 loss_ce: 0.1839 loss_bbox: 0.1514 loss_giou: 0.294 loss_ce_0: 0.417 loss_bbox_0: 0.2548 loss_giou_0: 0.4556 loss_ce_1: 0.301 loss_bbox_1: 0.1789 loss_giou_1: 0.3358 loss_ce_2: 0.2327 loss_bbox_2: 0.1589 loss_giou_2: 0.3046 loss_ce_3: 0.209 loss_bbox_3: 0.1541 loss_giou_3: 0.3032 loss_ce_4: 0.1853 loss_bbox_4: 0.1519 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0174 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:05] d2.utils.events INFO: eta: 3:24:35 iter: 406299 total_loss: 4.978 loss_ce: 0.2075 loss_bbox: 0.1505 loss_giou: 0.3083 loss_ce_0: 0.4378 loss_bbox_0: 0.2784 loss_giou_0: 0.4656 loss_ce_1: 0.3089 loss_bbox_1: 0.1918 loss_giou_1: 0.3554 loss_ce_2: 0.2675 loss_bbox_2: 0.1623 loss_giou_2: 0.33 loss_ce_3: 0.2209 loss_bbox_3: 0.1568 loss_giou_3: 0.3193 loss_ce_4: 0.2141 loss_bbox_4: 0.1545 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:11] d2.utils.events INFO: eta: 3:24:21 iter: 406319 total_loss: 4.751 loss_ce: 0.2118 loss_bbox: 0.1483 loss_giou: 0.293 loss_ce_0: 0.4262 loss_bbox_0: 0.2594 loss_giou_0: 0.473 loss_ce_1: 0.3102 loss_bbox_1: 0.177 loss_giou_1: 0.3447 loss_ce_2: 0.25 loss_bbox_2: 0.1613 loss_giou_2: 0.3115 loss_ce_3: 0.2216 loss_bbox_3: 0.1561 loss_giou_3: 0.3017 loss_ce_4: 0.2189 loss_bbox_4: 0.1519 loss_giou_4: 0.2957 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:16] d2.utils.events INFO: eta: 3:24:19 iter: 406339 total_loss: 4.968 loss_ce: 0.2026 loss_bbox: 0.1601 loss_giou: 0.3213 loss_ce_0: 0.4405 loss_bbox_0: 0.2702 loss_giou_0: 0.491 loss_ce_1: 0.3232 loss_bbox_1: 0.1885 loss_giou_1: 0.3689 loss_ce_2: 0.264 loss_bbox_2: 0.1668 loss_giou_2: 0.3419 loss_ce_3: 0.2335 loss_bbox_3: 0.1666 loss_giou_3: 0.3322 loss_ce_4: 0.2142 loss_bbox_4: 0.1641 loss_giou_4: 0.3264 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:22] d2.utils.events INFO: eta: 3:24:16 iter: 406359 total_loss: 4.44 loss_ce: 0.1882 loss_bbox: 0.157 loss_giou: 0.2822 loss_ce_0: 0.4128 loss_bbox_0: 0.2617 loss_giou_0: 0.4489 loss_ce_1: 0.295 loss_bbox_1: 0.181 loss_giou_1: 0.3268 loss_ce_2: 0.2308 loss_bbox_2: 0.1635 loss_giou_2: 0.302 loss_ce_3: 0.1999 loss_bbox_3: 0.1568 loss_giou_3: 0.2902 loss_ce_4: 0.1927 loss_bbox_4: 0.1568 loss_giou_4: 0.2873 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:28] d2.utils.events INFO: eta: 3:24:09 iter: 406379 total_loss: 4.634 loss_ce: 0.1975 loss_bbox: 0.1391 loss_giou: 0.2979 loss_ce_0: 0.4278 loss_bbox_0: 0.261 loss_giou_0: 0.445 loss_ce_1: 0.3039 loss_bbox_1: 0.1695 loss_giou_1: 0.3431 loss_ce_2: 0.2516 loss_bbox_2: 0.1511 loss_giou_2: 0.3076 loss_ce_3: 0.214 loss_bbox_3: 0.1465 loss_giou_3: 0.2972 loss_ce_4: 0.2046 loss_bbox_4: 0.1424 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:33] d2.utils.events INFO: eta: 3:24:02 iter: 406399 total_loss: 4.571 loss_ce: 0.1893 loss_bbox: 0.1458 loss_giou: 0.2889 loss_ce_0: 0.4148 loss_bbox_0: 0.2601 loss_giou_0: 0.4661 loss_ce_1: 0.2953 loss_bbox_1: 0.1761 loss_giou_1: 0.3366 loss_ce_2: 0.239 loss_bbox_2: 0.163 loss_giou_2: 0.3105 loss_ce_3: 0.1995 loss_bbox_3: 0.1564 loss_giou_3: 0.2975 loss_ce_4: 0.1887 loss_bbox_4: 0.1461 loss_giou_4: 0.2899 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:39] d2.utils.events INFO: eta: 3:23:59 iter: 406419 total_loss: 5.059 loss_ce: 0.2153 loss_bbox: 0.155 loss_giou: 0.3164 loss_ce_0: 0.4385 loss_bbox_0: 0.2592 loss_giou_0: 0.492 loss_ce_1: 0.3165 loss_bbox_1: 0.1806 loss_giou_1: 0.3593 loss_ce_2: 0.2703 loss_bbox_2: 0.1604 loss_giou_2: 0.3311 loss_ce_3: 0.2351 loss_bbox_3: 0.1539 loss_giou_3: 0.3215 loss_ce_4: 0.2208 loss_bbox_4: 0.1518 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:45] d2.utils.events INFO: eta: 3:23:53 iter: 406439 total_loss: 4.746 loss_ce: 0.2019 loss_bbox: 0.1531 loss_giou: 0.3012 loss_ce_0: 0.4178 loss_bbox_0: 0.2582 loss_giou_0: 0.4602 loss_ce_1: 0.3184 loss_bbox_1: 0.1798 loss_giou_1: 0.3432 loss_ce_2: 0.2518 loss_bbox_2: 0.167 loss_giou_2: 0.3135 loss_ce_3: 0.225 loss_bbox_3: 0.1629 loss_giou_3: 0.3123 loss_ce_4: 0.2067 loss_bbox_4: 0.1549 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:50] d2.utils.events INFO: eta: 3:23:45 iter: 406459 total_loss: 4.857 loss_ce: 0.2146 loss_bbox: 0.1521 loss_giou: 0.3011 loss_ce_0: 0.4313 loss_bbox_0: 0.263 loss_giou_0: 0.4677 loss_ce_1: 0.3234 loss_bbox_1: 0.1811 loss_giou_1: 0.3566 loss_ce_2: 0.2542 loss_bbox_2: 0.1674 loss_giou_2: 0.3221 loss_ce_3: 0.2361 loss_bbox_3: 0.1573 loss_giou_3: 0.3121 loss_ce_4: 0.2174 loss_bbox_4: 0.1525 loss_giou_4: 0.3038 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 22:24:56] d2.utils.events INFO: eta: 3:23:33 iter: 406479 total_loss: 4.827 loss_ce: 0.2065 loss_bbox: 0.1502 loss_giou: 0.2955 loss_ce_0: 0.4233 loss_bbox_0: 0.2504 loss_giou_0: 0.4823 loss_ce_1: 0.3161 loss_bbox_1: 0.1756 loss_giou_1: 0.3456 loss_ce_2: 0.2589 loss_bbox_2: 0.1611 loss_giou_2: 0.3198 loss_ce_3: 0.2265 loss_bbox_3: 0.1536 loss_giou_3: 0.301 loss_ce_4: 0.2092 loss_bbox_4: 0.1529 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:02] d2.utils.events INFO: eta: 3:23:25 iter: 406499 total_loss: 4.729 loss_ce: 0.1994 loss_bbox: 0.1557 loss_giou: 0.3058 loss_ce_0: 0.4186 loss_bbox_0: 0.2627 loss_giou_0: 0.4606 loss_ce_1: 0.3006 loss_bbox_1: 0.1779 loss_giou_1: 0.3512 loss_ce_2: 0.2441 loss_bbox_2: 0.1621 loss_giou_2: 0.3264 loss_ce_3: 0.2196 loss_bbox_3: 0.1573 loss_giou_3: 0.3194 loss_ce_4: 0.2028 loss_bbox_4: 0.1544 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:07] d2.utils.events INFO: eta: 3:23:19 iter: 406519 total_loss: 4.93 loss_ce: 0.2135 loss_bbox: 0.1615 loss_giou: 0.3125 loss_ce_0: 0.4513 loss_bbox_0: 0.2627 loss_giou_0: 0.4794 loss_ce_1: 0.3453 loss_bbox_1: 0.183 loss_giou_1: 0.3563 loss_ce_2: 0.2707 loss_bbox_2: 0.1702 loss_giou_2: 0.3385 loss_ce_3: 0.238 loss_bbox_3: 0.1626 loss_giou_3: 0.3202 loss_ce_4: 0.2249 loss_bbox_4: 0.1653 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:13] d2.utils.events INFO: eta: 3:23:14 iter: 406539 total_loss: 4.931 loss_ce: 0.209 loss_bbox: 0.1637 loss_giou: 0.318 loss_ce_0: 0.4346 loss_bbox_0: 0.2595 loss_giou_0: 0.4962 loss_ce_1: 0.315 loss_bbox_1: 0.1896 loss_giou_1: 0.3629 loss_ce_2: 0.2594 loss_bbox_2: 0.1734 loss_giou_2: 0.3374 loss_ce_3: 0.2294 loss_bbox_3: 0.1648 loss_giou_3: 0.3316 loss_ce_4: 0.2103 loss_bbox_4: 0.1657 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:19] d2.utils.events INFO: eta: 3:23:08 iter: 406559 total_loss: 4.814 loss_ce: 0.2059 loss_bbox: 0.1522 loss_giou: 0.3006 loss_ce_0: 0.4423 loss_bbox_0: 0.2656 loss_giou_0: 0.4726 loss_ce_1: 0.3268 loss_bbox_1: 0.1853 loss_giou_1: 0.345 loss_ce_2: 0.267 loss_bbox_2: 0.1723 loss_giou_2: 0.3152 loss_ce_3: 0.2303 loss_bbox_3: 0.1571 loss_giou_3: 0.3064 loss_ce_4: 0.2155 loss_bbox_4: 0.155 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0341 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:25] d2.utils.events INFO: eta: 3:23:02 iter: 406579 total_loss: 4.696 loss_ce: 0.2092 loss_bbox: 0.1475 loss_giou: 0.2897 loss_ce_0: 0.4337 loss_bbox_0: 0.2692 loss_giou_0: 0.4665 loss_ce_1: 0.3213 loss_bbox_1: 0.1791 loss_giou_1: 0.3354 loss_ce_2: 0.2648 loss_bbox_2: 0.1599 loss_giou_2: 0.3078 loss_ce_3: 0.2373 loss_bbox_3: 0.1535 loss_giou_3: 0.2964 loss_ce_4: 0.2204 loss_bbox_4: 0.1487 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:30] d2.utils.events INFO: eta: 3:23:06 iter: 406599 total_loss: 4.721 loss_ce: 0.1864 loss_bbox: 0.1549 loss_giou: 0.2996 loss_ce_0: 0.4286 loss_bbox_0: 0.2695 loss_giou_0: 0.4708 loss_ce_1: 0.3069 loss_bbox_1: 0.1798 loss_giou_1: 0.3419 loss_ce_2: 0.2423 loss_bbox_2: 0.1663 loss_giou_2: 0.3128 loss_ce_3: 0.2064 loss_bbox_3: 0.165 loss_giou_3: 0.3082 loss_ce_4: 0.1844 loss_bbox_4: 0.1571 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:36] d2.utils.events INFO: eta: 3:23:03 iter: 406619 total_loss: 4.939 loss_ce: 0.2032 loss_bbox: 0.1568 loss_giou: 0.3158 loss_ce_0: 0.4331 loss_bbox_0: 0.262 loss_giou_0: 0.4654 loss_ce_1: 0.3148 loss_bbox_1: 0.184 loss_giou_1: 0.3568 loss_ce_2: 0.2506 loss_bbox_2: 0.1699 loss_giou_2: 0.33 loss_ce_3: 0.2191 loss_bbox_3: 0.161 loss_giou_3: 0.3166 loss_ce_4: 0.2084 loss_bbox_4: 0.1569 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:41] d2.utils.events INFO: eta: 3:22:58 iter: 406639 total_loss: 4.782 loss_ce: 0.2124 loss_bbox: 0.1503 loss_giou: 0.2905 loss_ce_0: 0.429 loss_bbox_0: 0.2663 loss_giou_0: 0.48 loss_ce_1: 0.3352 loss_bbox_1: 0.1782 loss_giou_1: 0.3448 loss_ce_2: 0.2655 loss_bbox_2: 0.1599 loss_giou_2: 0.3141 loss_ce_3: 0.2325 loss_bbox_3: 0.1583 loss_giou_3: 0.3076 loss_ce_4: 0.2206 loss_bbox_4: 0.1515 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:47] d2.utils.events INFO: eta: 3:22:55 iter: 406659 total_loss: 4.657 loss_ce: 0.1939 loss_bbox: 0.1439 loss_giou: 0.2894 loss_ce_0: 0.4258 loss_bbox_0: 0.2506 loss_giou_0: 0.4646 loss_ce_1: 0.3093 loss_bbox_1: 0.1748 loss_giou_1: 0.3306 loss_ce_2: 0.2469 loss_bbox_2: 0.1601 loss_giou_2: 0.31 loss_ce_3: 0.2191 loss_bbox_3: 0.1512 loss_giou_3: 0.3026 loss_ce_4: 0.1911 loss_bbox_4: 0.1451 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0299 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:53] d2.utils.events INFO: eta: 3:22:51 iter: 406679 total_loss: 4.656 loss_ce: 0.2068 loss_bbox: 0.1474 loss_giou: 0.2964 loss_ce_0: 0.4172 loss_bbox_0: 0.2621 loss_giou_0: 0.4791 loss_ce_1: 0.3031 loss_bbox_1: 0.1759 loss_giou_1: 0.3426 loss_ce_2: 0.2491 loss_bbox_2: 0.1595 loss_giou_2: 0.3091 loss_ce_3: 0.2235 loss_bbox_3: 0.1517 loss_giou_3: 0.3063 loss_ce_4: 0.2082 loss_bbox_4: 0.1484 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 22:25:59] d2.utils.events INFO: eta: 3:22:41 iter: 406699 total_loss: 4.657 loss_ce: 0.1943 loss_bbox: 0.1474 loss_giou: 0.3087 loss_ce_0: 0.429 loss_bbox_0: 0.2485 loss_giou_0: 0.4695 loss_ce_1: 0.3149 loss_bbox_1: 0.1743 loss_giou_1: 0.3457 loss_ce_2: 0.2508 loss_bbox_2: 0.1614 loss_giou_2: 0.321 loss_ce_3: 0.2201 loss_bbox_3: 0.1554 loss_giou_3: 0.3141 loss_ce_4: 0.2105 loss_bbox_4: 0.1524 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:04] d2.utils.events INFO: eta: 3:22:44 iter: 406719 total_loss: 4.96 loss_ce: 0.1989 loss_bbox: 0.1456 loss_giou: 0.306 loss_ce_0: 0.4282 loss_bbox_0: 0.2722 loss_giou_0: 0.4852 loss_ce_1: 0.3107 loss_bbox_1: 0.181 loss_giou_1: 0.3635 loss_ce_2: 0.2506 loss_bbox_2: 0.1638 loss_giou_2: 0.3288 loss_ce_3: 0.2137 loss_bbox_3: 0.1552 loss_giou_3: 0.313 loss_ce_4: 0.1992 loss_bbox_4: 0.1511 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:10] d2.utils.events INFO: eta: 3:22:41 iter: 406739 total_loss: 4.507 loss_ce: 0.1966 loss_bbox: 0.1522 loss_giou: 0.2918 loss_ce_0: 0.4257 loss_bbox_0: 0.2652 loss_giou_0: 0.4415 loss_ce_1: 0.311 loss_bbox_1: 0.1814 loss_giou_1: 0.3247 loss_ce_2: 0.2479 loss_bbox_2: 0.1632 loss_giou_2: 0.304 loss_ce_3: 0.215 loss_bbox_3: 0.1577 loss_giou_3: 0.2981 loss_ce_4: 0.2014 loss_bbox_4: 0.1569 loss_giou_4: 0.2948 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:16] d2.utils.events INFO: eta: 3:22:24 iter: 406759 total_loss: 4.38 loss_ce: 0.1749 loss_bbox: 0.1459 loss_giou: 0.2746 loss_ce_0: 0.4289 loss_bbox_0: 0.2572 loss_giou_0: 0.4392 loss_ce_1: 0.2951 loss_bbox_1: 0.1729 loss_giou_1: 0.315 loss_ce_2: 0.2408 loss_bbox_2: 0.1575 loss_giou_2: 0.2881 loss_ce_3: 0.2039 loss_bbox_3: 0.1518 loss_giou_3: 0.2849 loss_ce_4: 0.1831 loss_bbox_4: 0.147 loss_giou_4: 0.2772 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:21] d2.utils.events INFO: eta: 3:22:25 iter: 406779 total_loss: 4.856 loss_ce: 0.2111 loss_bbox: 0.1566 loss_giou: 0.303 loss_ce_0: 0.4331 loss_bbox_0: 0.2616 loss_giou_0: 0.4644 loss_ce_1: 0.3173 loss_bbox_1: 0.1823 loss_giou_1: 0.3492 loss_ce_2: 0.2657 loss_bbox_2: 0.1729 loss_giou_2: 0.3211 loss_ce_3: 0.2274 loss_bbox_3: 0.1653 loss_giou_3: 0.3087 loss_ce_4: 0.2151 loss_bbox_4: 0.1631 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:27] d2.utils.events INFO: eta: 3:22:22 iter: 406799 total_loss: 4.963 loss_ce: 0.2191 loss_bbox: 0.1685 loss_giou: 0.3187 loss_ce_0: 0.4327 loss_bbox_0: 0.2752 loss_giou_0: 0.4747 loss_ce_1: 0.3266 loss_bbox_1: 0.2065 loss_giou_1: 0.3637 loss_ce_2: 0.2618 loss_bbox_2: 0.1863 loss_giou_2: 0.3414 loss_ce_3: 0.2341 loss_bbox_3: 0.1743 loss_giou_3: 0.3294 loss_ce_4: 0.2207 loss_bbox_4: 0.1698 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:33] d2.utils.events INFO: eta: 3:22:20 iter: 406819 total_loss: 4.526 loss_ce: 0.1867 loss_bbox: 0.1571 loss_giou: 0.2768 loss_ce_0: 0.4176 loss_bbox_0: 0.257 loss_giou_0: 0.4404 loss_ce_1: 0.307 loss_bbox_1: 0.1836 loss_giou_1: 0.3189 loss_ce_2: 0.2413 loss_bbox_2: 0.1645 loss_giou_2: 0.2929 loss_ce_3: 0.2109 loss_bbox_3: 0.1598 loss_giou_3: 0.2892 loss_ce_4: 0.194 loss_bbox_4: 0.1585 loss_giou_4: 0.2801 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:38] d2.utils.events INFO: eta: 3:22:17 iter: 406839 total_loss: 4.922 loss_ce: 0.2031 loss_bbox: 0.1556 loss_giou: 0.3163 loss_ce_0: 0.4157 loss_bbox_0: 0.2688 loss_giou_0: 0.4663 loss_ce_1: 0.3091 loss_bbox_1: 0.1847 loss_giou_1: 0.3574 loss_ce_2: 0.2591 loss_bbox_2: 0.1673 loss_giou_2: 0.3321 loss_ce_3: 0.2281 loss_bbox_3: 0.1644 loss_giou_3: 0.3251 loss_ce_4: 0.2128 loss_bbox_4: 0.1556 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:44] d2.utils.events INFO: eta: 3:22:12 iter: 406859 total_loss: 4.425 loss_ce: 0.1845 loss_bbox: 0.1436 loss_giou: 0.2953 loss_ce_0: 0.4165 loss_bbox_0: 0.251 loss_giou_0: 0.4384 loss_ce_1: 0.2895 loss_bbox_1: 0.1739 loss_giou_1: 0.3265 loss_ce_2: 0.2288 loss_bbox_2: 0.1588 loss_giou_2: 0.3089 loss_ce_3: 0.1972 loss_bbox_3: 0.1477 loss_giou_3: 0.2991 loss_ce_4: 0.1872 loss_bbox_4: 0.1459 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:50] d2.utils.events INFO: eta: 3:22:04 iter: 406879 total_loss: 4.738 loss_ce: 0.2077 loss_bbox: 0.1538 loss_giou: 0.2877 loss_ce_0: 0.4265 loss_bbox_0: 0.2543 loss_giou_0: 0.4582 loss_ce_1: 0.3223 loss_bbox_1: 0.1838 loss_giou_1: 0.3246 loss_ce_2: 0.252 loss_bbox_2: 0.1616 loss_giou_2: 0.3068 loss_ce_3: 0.2155 loss_bbox_3: 0.1609 loss_giou_3: 0.3 loss_ce_4: 0.2013 loss_bbox_4: 0.1587 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 22:26:55] d2.utils.events INFO: eta: 3:21:56 iter: 406899 total_loss: 4.958 loss_ce: 0.217 loss_bbox: 0.1587 loss_giou: 0.3252 loss_ce_0: 0.4346 loss_bbox_0: 0.2642 loss_giou_0: 0.4625 loss_ce_1: 0.3165 loss_bbox_1: 0.1889 loss_giou_1: 0.3645 loss_ce_2: 0.259 loss_bbox_2: 0.1684 loss_giou_2: 0.3392 loss_ce_3: 0.2311 loss_bbox_3: 0.1643 loss_giou_3: 0.3332 loss_ce_4: 0.2225 loss_bbox_4: 0.1617 loss_giou_4: 0.329 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:01] d2.utils.events INFO: eta: 3:21:54 iter: 406919 total_loss: 4.391 loss_ce: 0.1923 loss_bbox: 0.1472 loss_giou: 0.2871 loss_ce_0: 0.4237 loss_bbox_0: 0.2656 loss_giou_0: 0.4448 loss_ce_1: 0.2907 loss_bbox_1: 0.1772 loss_giou_1: 0.3217 loss_ce_2: 0.2407 loss_bbox_2: 0.163 loss_giou_2: 0.3006 loss_ce_3: 0.2229 loss_bbox_3: 0.1569 loss_giou_3: 0.3038 loss_ce_4: 0.1975 loss_bbox_4: 0.1484 loss_giou_4: 0.291 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:07] d2.utils.events INFO: eta: 3:21:53 iter: 406939 total_loss: 5.076 loss_ce: 0.2122 loss_bbox: 0.1532 loss_giou: 0.3306 loss_ce_0: 0.4296 loss_bbox_0: 0.2676 loss_giou_0: 0.4991 loss_ce_1: 0.3228 loss_bbox_1: 0.1869 loss_giou_1: 0.3761 loss_ce_2: 0.2551 loss_bbox_2: 0.1664 loss_giou_2: 0.3447 loss_ce_3: 0.2346 loss_bbox_3: 0.1654 loss_giou_3: 0.3416 loss_ce_4: 0.215 loss_bbox_4: 0.1613 loss_giou_4: 0.334 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:12] d2.utils.events INFO: eta: 3:21:51 iter: 406959 total_loss: 4.653 loss_ce: 0.2018 loss_bbox: 0.1553 loss_giou: 0.3001 loss_ce_0: 0.4329 loss_bbox_0: 0.2597 loss_giou_0: 0.4529 loss_ce_1: 0.3188 loss_bbox_1: 0.1871 loss_giou_1: 0.3326 loss_ce_2: 0.2502 loss_bbox_2: 0.1663 loss_giou_2: 0.3071 loss_ce_3: 0.218 loss_bbox_3: 0.1604 loss_giou_3: 0.3011 loss_ce_4: 0.2012 loss_bbox_4: 0.1573 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:18] d2.utils.events INFO: eta: 3:21:41 iter: 406979 total_loss: 4.683 loss_ce: 0.1945 loss_bbox: 0.1455 loss_giou: 0.2956 loss_ce_0: 0.433 loss_bbox_0: 0.2576 loss_giou_0: 0.4576 loss_ce_1: 0.3139 loss_bbox_1: 0.1752 loss_giou_1: 0.3391 loss_ce_2: 0.2521 loss_bbox_2: 0.1601 loss_giou_2: 0.3069 loss_ce_3: 0.2117 loss_bbox_3: 0.1542 loss_giou_3: 0.3047 loss_ce_4: 0.1993 loss_bbox_4: 0.1511 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:24] d2.utils.events INFO: eta: 3:21:33 iter: 406999 total_loss: 5.12 loss_ce: 0.2201 loss_bbox: 0.1611 loss_giou: 0.3248 loss_ce_0: 0.448 loss_bbox_0: 0.2806 loss_giou_0: 0.5128 loss_ce_1: 0.3204 loss_bbox_1: 0.1872 loss_giou_1: 0.3731 loss_ce_2: 0.2623 loss_bbox_2: 0.1695 loss_giou_2: 0.3433 loss_ce_3: 0.2284 loss_bbox_3: 0.1633 loss_giou_3: 0.341 loss_ce_4: 0.2186 loss_bbox_4: 0.1614 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:29] d2.utils.events INFO: eta: 3:21:27 iter: 407019 total_loss: 4.732 loss_ce: 0.189 loss_bbox: 0.1422 loss_giou: 0.2986 loss_ce_0: 0.4239 loss_bbox_0: 0.2455 loss_giou_0: 0.4624 loss_ce_1: 0.3115 loss_bbox_1: 0.1734 loss_giou_1: 0.3508 loss_ce_2: 0.24 loss_bbox_2: 0.1542 loss_giou_2: 0.3167 loss_ce_3: 0.2094 loss_bbox_3: 0.1537 loss_giou_3: 0.311 loss_ce_4: 0.1952 loss_bbox_4: 0.1452 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:35] d2.utils.events INFO: eta: 3:21:25 iter: 407039 total_loss: 4.658 loss_ce: 0.2058 loss_bbox: 0.1535 loss_giou: 0.2894 loss_ce_0: 0.4221 loss_bbox_0: 0.2594 loss_giou_0: 0.4681 loss_ce_1: 0.316 loss_bbox_1: 0.1828 loss_giou_1: 0.3315 loss_ce_2: 0.2585 loss_bbox_2: 0.1693 loss_giou_2: 0.3074 loss_ce_3: 0.2251 loss_bbox_3: 0.1613 loss_giou_3: 0.2933 loss_ce_4: 0.2065 loss_bbox_4: 0.157 loss_giou_4: 0.2932 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:41] d2.utils.events INFO: eta: 3:21:24 iter: 407059 total_loss: 4.878 loss_ce: 0.198 loss_bbox: 0.1509 loss_giou: 0.313 loss_ce_0: 0.4116 loss_bbox_0: 0.2612 loss_giou_0: 0.4898 loss_ce_1: 0.308 loss_bbox_1: 0.1806 loss_giou_1: 0.3642 loss_ce_2: 0.2466 loss_bbox_2: 0.1603 loss_giou_2: 0.3364 loss_ce_3: 0.2125 loss_bbox_3: 0.1522 loss_giou_3: 0.3188 loss_ce_4: 0.1973 loss_bbox_4: 0.151 loss_giou_4: 0.3168 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:47] d2.utils.events INFO: eta: 3:21:14 iter: 407079 total_loss: 4.399 loss_ce: 0.1729 loss_bbox: 0.1518 loss_giou: 0.2652 loss_ce_0: 0.4236 loss_bbox_0: 0.26 loss_giou_0: 0.4042 loss_ce_1: 0.2887 loss_bbox_1: 0.1745 loss_giou_1: 0.3 loss_ce_2: 0.2289 loss_bbox_2: 0.1651 loss_giou_2: 0.2749 loss_ce_3: 0.1952 loss_bbox_3: 0.1587 loss_giou_3: 0.271 loss_ce_4: 0.1821 loss_bbox_4: 0.1548 loss_giou_4: 0.2687 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:52] d2.utils.events INFO: eta: 3:21:10 iter: 407099 total_loss: 4.885 loss_ce: 0.1952 loss_bbox: 0.168 loss_giou: 0.3181 loss_ce_0: 0.4164 loss_bbox_0: 0.2691 loss_giou_0: 0.4635 loss_ce_1: 0.3131 loss_bbox_1: 0.1892 loss_giou_1: 0.3551 loss_ce_2: 0.2514 loss_bbox_2: 0.1787 loss_giou_2: 0.3329 loss_ce_3: 0.2188 loss_bbox_3: 0.1701 loss_giou_3: 0.3261 loss_ce_4: 0.2017 loss_bbox_4: 0.1692 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:27:58] d2.utils.events INFO: eta: 3:21:01 iter: 407119 total_loss: 4.866 loss_ce: 0.2077 loss_bbox: 0.1607 loss_giou: 0.3017 loss_ce_0: 0.4221 loss_bbox_0: 0.2678 loss_giou_0: 0.4528 loss_ce_1: 0.3194 loss_bbox_1: 0.192 loss_giou_1: 0.3356 loss_ce_2: 0.2593 loss_bbox_2: 0.1723 loss_giou_2: 0.3244 loss_ce_3: 0.2263 loss_bbox_3: 0.1681 loss_giou_3: 0.3129 loss_ce_4: 0.2129 loss_bbox_4: 0.1621 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:04] d2.utils.events INFO: eta: 3:20:57 iter: 407139 total_loss: 4.89 loss_ce: 0.2108 loss_bbox: 0.1716 loss_giou: 0.3055 loss_ce_0: 0.4347 loss_bbox_0: 0.2834 loss_giou_0: 0.4605 loss_ce_1: 0.3272 loss_bbox_1: 0.1993 loss_giou_1: 0.348 loss_ce_2: 0.2667 loss_bbox_2: 0.1818 loss_giou_2: 0.319 loss_ce_3: 0.2345 loss_bbox_3: 0.1778 loss_giou_3: 0.3159 loss_ce_4: 0.2192 loss_bbox_4: 0.1708 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:09] d2.utils.events INFO: eta: 3:20:51 iter: 407159 total_loss: 4.333 loss_ce: 0.1832 loss_bbox: 0.153 loss_giou: 0.2882 loss_ce_0: 0.4196 loss_bbox_0: 0.2525 loss_giou_0: 0.4531 loss_ce_1: 0.2904 loss_bbox_1: 0.1824 loss_giou_1: 0.3326 loss_ce_2: 0.2304 loss_bbox_2: 0.1667 loss_giou_2: 0.3153 loss_ce_3: 0.2 loss_bbox_3: 0.1592 loss_giou_3: 0.2969 loss_ce_4: 0.1871 loss_bbox_4: 0.1575 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:15] d2.utils.events INFO: eta: 3:20:51 iter: 407179 total_loss: 4.621 loss_ce: 0.1809 loss_bbox: 0.1491 loss_giou: 0.2897 loss_ce_0: 0.4008 loss_bbox_0: 0.2604 loss_giou_0: 0.4598 loss_ce_1: 0.2944 loss_bbox_1: 0.1799 loss_giou_1: 0.3431 loss_ce_2: 0.2296 loss_bbox_2: 0.165 loss_giou_2: 0.3199 loss_ce_3: 0.1994 loss_bbox_3: 0.1593 loss_giou_3: 0.3045 loss_ce_4: 0.1866 loss_bbox_4: 0.152 loss_giou_4: 0.2941 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:21] d2.utils.events INFO: eta: 3:20:48 iter: 407199 total_loss: 4.845 loss_ce: 0.2123 loss_bbox: 0.1461 loss_giou: 0.3106 loss_ce_0: 0.4412 loss_bbox_0: 0.2643 loss_giou_0: 0.4774 loss_ce_1: 0.3259 loss_bbox_1: 0.1862 loss_giou_1: 0.3491 loss_ce_2: 0.2614 loss_bbox_2: 0.1655 loss_giou_2: 0.3218 loss_ce_3: 0.2326 loss_bbox_3: 0.1502 loss_giou_3: 0.3112 loss_ce_4: 0.215 loss_bbox_4: 0.1492 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0158 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:26] d2.utils.events INFO: eta: 3:20:46 iter: 407219 total_loss: 5.006 loss_ce: 0.2166 loss_bbox: 0.1684 loss_giou: 0.3181 loss_ce_0: 0.4468 loss_bbox_0: 0.2671 loss_giou_0: 0.4905 loss_ce_1: 0.3219 loss_bbox_1: 0.2079 loss_giou_1: 0.3624 loss_ce_2: 0.2757 loss_bbox_2: 0.1874 loss_giou_2: 0.3427 loss_ce_3: 0.2406 loss_bbox_3: 0.1792 loss_giou_3: 0.3394 loss_ce_4: 0.2291 loss_bbox_4: 0.1655 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:32] d2.utils.events INFO: eta: 3:20:38 iter: 407239 total_loss: 4.499 loss_ce: 0.186 loss_bbox: 0.1437 loss_giou: 0.2875 loss_ce_0: 0.4142 loss_bbox_0: 0.2509 loss_giou_0: 0.4638 loss_ce_1: 0.3013 loss_bbox_1: 0.1723 loss_giou_1: 0.3285 loss_ce_2: 0.2409 loss_bbox_2: 0.1559 loss_giou_2: 0.3043 loss_ce_3: 0.2122 loss_bbox_3: 0.1509 loss_giou_3: 0.2954 loss_ce_4: 0.1974 loss_bbox_4: 0.1432 loss_giou_4: 0.2928 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:38] d2.utils.events INFO: eta: 3:20:32 iter: 407259 total_loss: 4.696 loss_ce: 0.2064 loss_bbox: 0.1495 loss_giou: 0.3056 loss_ce_0: 0.4125 loss_bbox_0: 0.2578 loss_giou_0: 0.4511 loss_ce_1: 0.3156 loss_bbox_1: 0.1768 loss_giou_1: 0.3544 loss_ce_2: 0.2448 loss_bbox_2: 0.1691 loss_giou_2: 0.3305 loss_ce_3: 0.2227 loss_bbox_3: 0.1601 loss_giou_3: 0.3208 loss_ce_4: 0.2087 loss_bbox_4: 0.1541 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:43] d2.utils.events INFO: eta: 3:20:29 iter: 407279 total_loss: 4.742 loss_ce: 0.1932 loss_bbox: 0.1605 loss_giou: 0.3177 loss_ce_0: 0.4088 loss_bbox_0: 0.254 loss_giou_0: 0.4719 loss_ce_1: 0.309 loss_bbox_1: 0.1791 loss_giou_1: 0.354 loss_ce_2: 0.256 loss_bbox_2: 0.17 loss_giou_2: 0.3324 loss_ce_3: 0.2183 loss_bbox_3: 0.1644 loss_giou_3: 0.3258 loss_ce_4: 0.2003 loss_bbox_4: 0.1632 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0170 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:49] d2.utils.events INFO: eta: 3:20:15 iter: 407299 total_loss: 4.553 loss_ce: 0.1919 loss_bbox: 0.1478 loss_giou: 0.3026 loss_ce_0: 0.4325 loss_bbox_0: 0.2609 loss_giou_0: 0.4558 loss_ce_1: 0.3139 loss_bbox_1: 0.1683 loss_giou_1: 0.3358 loss_ce_2: 0.2533 loss_bbox_2: 0.1596 loss_giou_2: 0.3229 loss_ce_3: 0.2151 loss_bbox_3: 0.1512 loss_giou_3: 0.3148 loss_ce_4: 0.1989 loss_bbox_4: 0.1488 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 22:28:55] d2.utils.events INFO: eta: 3:20:14 iter: 407319 total_loss: 4.772 loss_ce: 0.1919 loss_bbox: 0.1649 loss_giou: 0.2991 loss_ce_0: 0.428 loss_bbox_0: 0.2623 loss_giou_0: 0.4417 loss_ce_1: 0.3149 loss_bbox_1: 0.191 loss_giou_1: 0.3392 loss_ce_2: 0.2539 loss_bbox_2: 0.1751 loss_giou_2: 0.3171 loss_ce_3: 0.216 loss_bbox_3: 0.1765 loss_giou_3: 0.3098 loss_ce_4: 0.1973 loss_bbox_4: 0.1652 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:00] d2.utils.events INFO: eta: 3:20:04 iter: 407339 total_loss: 4.847 loss_ce: 0.2114 loss_bbox: 0.1565 loss_giou: 0.2925 loss_ce_0: 0.4144 loss_bbox_0: 0.2601 loss_giou_0: 0.4595 loss_ce_1: 0.3154 loss_bbox_1: 0.1829 loss_giou_1: 0.3292 loss_ce_2: 0.2675 loss_bbox_2: 0.166 loss_giou_2: 0.3077 loss_ce_3: 0.2326 loss_bbox_3: 0.1649 loss_giou_3: 0.2945 loss_ce_4: 0.2219 loss_bbox_4: 0.1592 loss_giou_4: 0.2928 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:06] d2.utils.events INFO: eta: 3:19:58 iter: 407359 total_loss: 4.69 loss_ce: 0.1891 loss_bbox: 0.1406 loss_giou: 0.2886 loss_ce_0: 0.4146 loss_bbox_0: 0.2528 loss_giou_0: 0.4695 loss_ce_1: 0.3211 loss_bbox_1: 0.1703 loss_giou_1: 0.3433 loss_ce_2: 0.2488 loss_bbox_2: 0.1541 loss_giou_2: 0.3129 loss_ce_3: 0.2211 loss_bbox_3: 0.1462 loss_giou_3: 0.2981 loss_ce_4: 0.1928 loss_bbox_4: 0.1437 loss_giou_4: 0.2992 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:12] d2.utils.events INFO: eta: 3:19:51 iter: 407379 total_loss: 4.854 loss_ce: 0.2053 loss_bbox: 0.1559 loss_giou: 0.3012 loss_ce_0: 0.4309 loss_bbox_0: 0.2689 loss_giou_0: 0.4861 loss_ce_1: 0.3244 loss_bbox_1: 0.1859 loss_giou_1: 0.3601 loss_ce_2: 0.2617 loss_bbox_2: 0.1722 loss_giou_2: 0.3298 loss_ce_3: 0.2226 loss_bbox_3: 0.1648 loss_giou_3: 0.3137 loss_ce_4: 0.2174 loss_bbox_4: 0.1598 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:18] d2.utils.events INFO: eta: 3:19:46 iter: 407399 total_loss: 4.606 loss_ce: 0.1982 loss_bbox: 0.1467 loss_giou: 0.2845 loss_ce_0: 0.4218 loss_bbox_0: 0.2538 loss_giou_0: 0.4553 loss_ce_1: 0.3075 loss_bbox_1: 0.1762 loss_giou_1: 0.3236 loss_ce_2: 0.2419 loss_bbox_2: 0.1548 loss_giou_2: 0.3008 loss_ce_3: 0.2085 loss_bbox_3: 0.1507 loss_giou_3: 0.2933 loss_ce_4: 0.2016 loss_bbox_4: 0.1461 loss_giou_4: 0.2865 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:23] d2.utils.events INFO: eta: 3:19:36 iter: 407419 total_loss: 4.699 loss_ce: 0.2004 loss_bbox: 0.1411 loss_giou: 0.3024 loss_ce_0: 0.4123 loss_bbox_0: 0.2496 loss_giou_0: 0.4627 loss_ce_1: 0.3012 loss_bbox_1: 0.1631 loss_giou_1: 0.3449 loss_ce_2: 0.2517 loss_bbox_2: 0.1502 loss_giou_2: 0.327 loss_ce_3: 0.2169 loss_bbox_3: 0.144 loss_giou_3: 0.3105 loss_ce_4: 0.1994 loss_bbox_4: 0.14 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:29] d2.utils.events INFO: eta: 3:19:27 iter: 407439 total_loss: 5.043 loss_ce: 0.2028 loss_bbox: 0.1747 loss_giou: 0.2964 loss_ce_0: 0.4311 loss_bbox_0: 0.2829 loss_giou_0: 0.4558 loss_ce_1: 0.3163 loss_bbox_1: 0.2 loss_giou_1: 0.3382 loss_ce_2: 0.2554 loss_bbox_2: 0.1802 loss_giou_2: 0.3232 loss_ce_3: 0.2156 loss_bbox_3: 0.1827 loss_giou_3: 0.3054 loss_ce_4: 0.2057 loss_bbox_4: 0.1765 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0314 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:35] d2.utils.events INFO: eta: 3:19:19 iter: 407459 total_loss: 4.798 loss_ce: 0.2218 loss_bbox: 0.1606 loss_giou: 0.3051 loss_ce_0: 0.4293 loss_bbox_0: 0.2583 loss_giou_0: 0.4591 loss_ce_1: 0.3314 loss_bbox_1: 0.1853 loss_giou_1: 0.3464 loss_ce_2: 0.2662 loss_bbox_2: 0.1731 loss_giou_2: 0.3166 loss_ce_3: 0.2463 loss_bbox_3: 0.1678 loss_giou_3: 0.3101 loss_ce_4: 0.2256 loss_bbox_4: 0.1654 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:40] d2.utils.events INFO: eta: 3:19:16 iter: 407479 total_loss: 4.765 loss_ce: 0.1916 loss_bbox: 0.1478 loss_giou: 0.2777 loss_ce_0: 0.4322 loss_bbox_0: 0.2747 loss_giou_0: 0.4498 loss_ce_1: 0.3189 loss_bbox_1: 0.1835 loss_giou_1: 0.3269 loss_ce_2: 0.2556 loss_bbox_2: 0.165 loss_giou_2: 0.2914 loss_ce_3: 0.2092 loss_bbox_3: 0.156 loss_giou_3: 0.2834 loss_ce_4: 0.1991 loss_bbox_4: 0.1522 loss_giou_4: 0.2803 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:46] d2.utils.events INFO: eta: 3:19:11 iter: 407499 total_loss: 4.912 loss_ce: 0.1969 loss_bbox: 0.1606 loss_giou: 0.3157 loss_ce_0: 0.4195 loss_bbox_0: 0.2731 loss_giou_0: 0.4737 loss_ce_1: 0.3171 loss_bbox_1: 0.1826 loss_giou_1: 0.357 loss_ce_2: 0.2546 loss_bbox_2: 0.1718 loss_giou_2: 0.3344 loss_ce_3: 0.2146 loss_bbox_3: 0.165 loss_giou_3: 0.324 loss_ce_4: 0.1987 loss_bbox_4: 0.1631 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:52] d2.utils.events INFO: eta: 3:19:03 iter: 407519 total_loss: 4.669 loss_ce: 0.203 loss_bbox: 0.1473 loss_giou: 0.2935 loss_ce_0: 0.4133 loss_bbox_0: 0.2354 loss_giou_0: 0.4681 loss_ce_1: 0.3066 loss_bbox_1: 0.1669 loss_giou_1: 0.3399 loss_ce_2: 0.2494 loss_bbox_2: 0.1586 loss_giou_2: 0.313 loss_ce_3: 0.2155 loss_bbox_3: 0.1528 loss_giou_3: 0.3106 loss_ce_4: 0.2047 loss_bbox_4: 0.1476 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:29:57] d2.utils.events INFO: eta: 3:18:59 iter: 407539 total_loss: 4.642 loss_ce: 0.1944 loss_bbox: 0.141 loss_giou: 0.2945 loss_ce_0: 0.4276 loss_bbox_0: 0.2546 loss_giou_0: 0.4592 loss_ce_1: 0.306 loss_bbox_1: 0.1735 loss_giou_1: 0.3386 loss_ce_2: 0.2458 loss_bbox_2: 0.1599 loss_giou_2: 0.3154 loss_ce_3: 0.2135 loss_bbox_3: 0.1506 loss_giou_3: 0.3089 loss_ce_4: 0.2002 loss_bbox_4: 0.147 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:03] d2.utils.events INFO: eta: 3:18:56 iter: 407559 total_loss: 4.662 loss_ce: 0.2036 loss_bbox: 0.1513 loss_giou: 0.2922 loss_ce_0: 0.4255 loss_bbox_0: 0.2524 loss_giou_0: 0.4511 loss_ce_1: 0.3133 loss_bbox_1: 0.1814 loss_giou_1: 0.3335 loss_ce_2: 0.2413 loss_bbox_2: 0.1637 loss_giou_2: 0.3156 loss_ce_3: 0.2166 loss_bbox_3: 0.16 loss_giou_3: 0.2994 loss_ce_4: 0.2057 loss_bbox_4: 0.1544 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:09] d2.utils.events INFO: eta: 3:18:51 iter: 407579 total_loss: 4.841 loss_ce: 0.2013 loss_bbox: 0.153 loss_giou: 0.2987 loss_ce_0: 0.4194 loss_bbox_0: 0.2674 loss_giou_0: 0.4535 loss_ce_1: 0.3102 loss_bbox_1: 0.1792 loss_giou_1: 0.3434 loss_ce_2: 0.2524 loss_bbox_2: 0.1633 loss_giou_2: 0.3168 loss_ce_3: 0.2201 loss_bbox_3: 0.1603 loss_giou_3: 0.3086 loss_ce_4: 0.2058 loss_bbox_4: 0.1552 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:14] d2.utils.events INFO: eta: 3:18:44 iter: 407599 total_loss: 4.848 loss_ce: 0.2163 loss_bbox: 0.1629 loss_giou: 0.3024 loss_ce_0: 0.4183 loss_bbox_0: 0.2598 loss_giou_0: 0.4659 loss_ce_1: 0.3184 loss_bbox_1: 0.1845 loss_giou_1: 0.3463 loss_ce_2: 0.2648 loss_bbox_2: 0.1697 loss_giou_2: 0.3244 loss_ce_3: 0.2413 loss_bbox_3: 0.1673 loss_giou_3: 0.3138 loss_ce_4: 0.2251 loss_bbox_4: 0.1664 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:20] d2.utils.events INFO: eta: 3:18:37 iter: 407619 total_loss: 4.7 loss_ce: 0.1924 loss_bbox: 0.1624 loss_giou: 0.3005 loss_ce_0: 0.4298 loss_bbox_0: 0.2647 loss_giou_0: 0.4457 loss_ce_1: 0.3108 loss_bbox_1: 0.1871 loss_giou_1: 0.3431 loss_ce_2: 0.2441 loss_bbox_2: 0.1684 loss_giou_2: 0.3184 loss_ce_3: 0.2046 loss_bbox_3: 0.164 loss_giou_3: 0.3092 loss_ce_4: 0.1934 loss_bbox_4: 0.1617 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:26] d2.utils.events INFO: eta: 3:18:34 iter: 407639 total_loss: 4.767 loss_ce: 0.2083 loss_bbox: 0.1538 loss_giou: 0.2887 loss_ce_0: 0.4244 loss_bbox_0: 0.2595 loss_giou_0: 0.4693 loss_ce_1: 0.3165 loss_bbox_1: 0.1835 loss_giou_1: 0.3502 loss_ce_2: 0.2531 loss_bbox_2: 0.1657 loss_giou_2: 0.3108 loss_ce_3: 0.2203 loss_bbox_3: 0.1611 loss_giou_3: 0.3007 loss_ce_4: 0.2134 loss_bbox_4: 0.1564 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:31] d2.utils.events INFO: eta: 3:18:27 iter: 407659 total_loss: 4.879 loss_ce: 0.2076 loss_bbox: 0.1595 loss_giou: 0.2951 loss_ce_0: 0.4077 loss_bbox_0: 0.2732 loss_giou_0: 0.4636 loss_ce_1: 0.2969 loss_bbox_1: 0.1915 loss_giou_1: 0.3413 loss_ce_2: 0.2475 loss_bbox_2: 0.1763 loss_giou_2: 0.3104 loss_ce_3: 0.2146 loss_bbox_3: 0.1636 loss_giou_3: 0.3036 loss_ce_4: 0.2101 loss_bbox_4: 0.1618 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:37] d2.utils.events INFO: eta: 3:18:23 iter: 407679 total_loss: 4.766 loss_ce: 0.2077 loss_bbox: 0.1524 loss_giou: 0.3099 loss_ce_0: 0.4218 loss_bbox_0: 0.2591 loss_giou_0: 0.4899 loss_ce_1: 0.311 loss_bbox_1: 0.1786 loss_giou_1: 0.3602 loss_ce_2: 0.2541 loss_bbox_2: 0.1595 loss_giou_2: 0.3277 loss_ce_3: 0.2203 loss_bbox_3: 0.1589 loss_giou_3: 0.3179 loss_ce_4: 0.2099 loss_bbox_4: 0.1548 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:43] d2.utils.events INFO: eta: 3:18:21 iter: 407699 total_loss: 4.895 loss_ce: 0.1955 loss_bbox: 0.1562 loss_giou: 0.309 loss_ce_0: 0.4237 loss_bbox_0: 0.258 loss_giou_0: 0.4608 loss_ce_1: 0.3065 loss_bbox_1: 0.1835 loss_giou_1: 0.3381 loss_ce_2: 0.2441 loss_bbox_2: 0.1684 loss_giou_2: 0.3238 loss_ce_3: 0.2201 loss_bbox_3: 0.1644 loss_giou_3: 0.3164 loss_ce_4: 0.2017 loss_bbox_4: 0.1573 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:49] d2.utils.events INFO: eta: 3:18:13 iter: 407719 total_loss: 4.67 loss_ce: 0.2007 loss_bbox: 0.1523 loss_giou: 0.2821 loss_ce_0: 0.4228 loss_bbox_0: 0.2584 loss_giou_0: 0.4622 loss_ce_1: 0.3091 loss_bbox_1: 0.1772 loss_giou_1: 0.3355 loss_ce_2: 0.2529 loss_bbox_2: 0.1628 loss_giou_2: 0.3067 loss_ce_3: 0.2065 loss_bbox_3: 0.1573 loss_giou_3: 0.2963 loss_ce_4: 0.2037 loss_bbox_4: 0.1547 loss_giou_4: 0.2875 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 22:30:54] d2.utils.events INFO: eta: 3:18:06 iter: 407739 total_loss: 4.802 loss_ce: 0.1951 loss_bbox: 0.1535 loss_giou: 0.3025 loss_ce_0: 0.4185 loss_bbox_0: 0.253 loss_giou_0: 0.4666 loss_ce_1: 0.3113 loss_bbox_1: 0.1803 loss_giou_1: 0.3439 loss_ce_2: 0.2553 loss_bbox_2: 0.1672 loss_giou_2: 0.3232 loss_ce_3: 0.2249 loss_bbox_3: 0.155 loss_giou_3: 0.3113 loss_ce_4: 0.2089 loss_bbox_4: 0.1531 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:00] d2.utils.events INFO: eta: 3:18:01 iter: 407759 total_loss: 4.639 loss_ce: 0.183 loss_bbox: 0.1658 loss_giou: 0.281 loss_ce_0: 0.4312 loss_bbox_0: 0.2679 loss_giou_0: 0.4265 loss_ce_1: 0.3156 loss_bbox_1: 0.1897 loss_giou_1: 0.3173 loss_ce_2: 0.228 loss_bbox_2: 0.1836 loss_giou_2: 0.3003 loss_ce_3: 0.1996 loss_bbox_3: 0.1757 loss_giou_3: 0.2954 loss_ce_4: 0.1843 loss_bbox_4: 0.1707 loss_giou_4: 0.2865 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:06] d2.utils.events INFO: eta: 3:17:56 iter: 407779 total_loss: 5.014 loss_ce: 0.2143 loss_bbox: 0.1631 loss_giou: 0.3103 loss_ce_0: 0.4532 loss_bbox_0: 0.2753 loss_giou_0: 0.4918 loss_ce_1: 0.3294 loss_bbox_1: 0.1952 loss_giou_1: 0.3643 loss_ce_2: 0.2698 loss_bbox_2: 0.1826 loss_giou_2: 0.3316 loss_ce_3: 0.2366 loss_bbox_3: 0.1718 loss_giou_3: 0.3212 loss_ce_4: 0.2201 loss_bbox_4: 0.1639 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:11] d2.utils.events INFO: eta: 3:17:51 iter: 407799 total_loss: 4.556 loss_ce: 0.1788 loss_bbox: 0.1466 loss_giou: 0.2926 loss_ce_0: 0.4158 loss_bbox_0: 0.2555 loss_giou_0: 0.4463 loss_ce_1: 0.3051 loss_bbox_1: 0.1798 loss_giou_1: 0.3244 loss_ce_2: 0.2466 loss_bbox_2: 0.1589 loss_giou_2: 0.3067 loss_ce_3: 0.1994 loss_bbox_3: 0.1525 loss_giou_3: 0.2972 loss_ce_4: 0.182 loss_bbox_4: 0.15 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:17] d2.utils.events INFO: eta: 3:17:47 iter: 407819 total_loss: 4.744 loss_ce: 0.2057 loss_bbox: 0.1445 loss_giou: 0.2997 loss_ce_0: 0.4338 loss_bbox_0: 0.2591 loss_giou_0: 0.4616 loss_ce_1: 0.3236 loss_bbox_1: 0.1761 loss_giou_1: 0.3457 loss_ce_2: 0.2584 loss_bbox_2: 0.1548 loss_giou_2: 0.3153 loss_ce_3: 0.2289 loss_bbox_3: 0.1514 loss_giou_3: 0.3088 loss_ce_4: 0.2047 loss_bbox_4: 0.1488 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:23] d2.utils.events INFO: eta: 3:17:40 iter: 407839 total_loss: 4.963 loss_ce: 0.2162 loss_bbox: 0.161 loss_giou: 0.3074 loss_ce_0: 0.4339 loss_bbox_0: 0.2607 loss_giou_0: 0.4791 loss_ce_1: 0.3203 loss_bbox_1: 0.1903 loss_giou_1: 0.3539 loss_ce_2: 0.2665 loss_bbox_2: 0.1695 loss_giou_2: 0.3273 loss_ce_3: 0.2395 loss_bbox_3: 0.1649 loss_giou_3: 0.3164 loss_ce_4: 0.2251 loss_bbox_4: 0.1599 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:28] d2.utils.events INFO: eta: 3:17:34 iter: 407859 total_loss: 4.724 loss_ce: 0.2065 loss_bbox: 0.1521 loss_giou: 0.3048 loss_ce_0: 0.4289 loss_bbox_0: 0.2633 loss_giou_0: 0.4552 loss_ce_1: 0.3201 loss_bbox_1: 0.1868 loss_giou_1: 0.3471 loss_ce_2: 0.2593 loss_bbox_2: 0.1702 loss_giou_2: 0.3212 loss_ce_3: 0.2253 loss_bbox_3: 0.1603 loss_giou_3: 0.3101 loss_ce_4: 0.2109 loss_bbox_4: 0.1544 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:34] d2.utils.events INFO: eta: 3:17:29 iter: 407879 total_loss: 4.695 loss_ce: 0.1934 loss_bbox: 0.1492 loss_giou: 0.3052 loss_ce_0: 0.432 loss_bbox_0: 0.2603 loss_giou_0: 0.453 loss_ce_1: 0.3132 loss_bbox_1: 0.1809 loss_giou_1: 0.3433 loss_ce_2: 0.2428 loss_bbox_2: 0.1656 loss_giou_2: 0.3183 loss_ce_3: 0.2156 loss_bbox_3: 0.1619 loss_giou_3: 0.3113 loss_ce_4: 0.1982 loss_bbox_4: 0.156 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:40] d2.utils.events INFO: eta: 3:17:26 iter: 407899 total_loss: 4.761 loss_ce: 0.196 loss_bbox: 0.1629 loss_giou: 0.2976 loss_ce_0: 0.4249 loss_bbox_0: 0.2752 loss_giou_0: 0.4621 loss_ce_1: 0.3101 loss_bbox_1: 0.1943 loss_giou_1: 0.3366 loss_ce_2: 0.2519 loss_bbox_2: 0.1762 loss_giou_2: 0.3117 loss_ce_3: 0.2216 loss_bbox_3: 0.17 loss_giou_3: 0.3057 loss_ce_4: 0.2007 loss_bbox_4: 0.1677 loss_giou_4: 0.3045 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:46] d2.utils.events INFO: eta: 3:17:20 iter: 407919 total_loss: 4.916 loss_ce: 0.2095 loss_bbox: 0.1456 loss_giou: 0.2994 loss_ce_0: 0.4331 loss_bbox_0: 0.2587 loss_giou_0: 0.4442 loss_ce_1: 0.3231 loss_bbox_1: 0.1813 loss_giou_1: 0.3333 loss_ce_2: 0.2647 loss_bbox_2: 0.1609 loss_giou_2: 0.3156 loss_ce_3: 0.228 loss_bbox_3: 0.1563 loss_giou_3: 0.3127 loss_ce_4: 0.207 loss_bbox_4: 0.1527 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:51] d2.utils.events INFO: eta: 3:17:12 iter: 407939 total_loss: 4.788 loss_ce: 0.2028 loss_bbox: 0.1585 loss_giou: 0.3275 loss_ce_0: 0.4093 loss_bbox_0: 0.2582 loss_giou_0: 0.4955 loss_ce_1: 0.3005 loss_bbox_1: 0.1847 loss_giou_1: 0.3727 loss_ce_2: 0.2405 loss_bbox_2: 0.1697 loss_giou_2: 0.3448 loss_ce_3: 0.2126 loss_bbox_3: 0.164 loss_giou_3: 0.3362 loss_ce_4: 0.2012 loss_bbox_4: 0.1609 loss_giou_4: 0.3255 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 22:31:57] d2.utils.events INFO: eta: 3:17:05 iter: 407959 total_loss: 4.759 loss_ce: 0.1996 loss_bbox: 0.1487 loss_giou: 0.3033 loss_ce_0: 0.4372 loss_bbox_0: 0.2609 loss_giou_0: 0.4662 loss_ce_1: 0.3282 loss_bbox_1: 0.1775 loss_giou_1: 0.3386 loss_ce_2: 0.2617 loss_bbox_2: 0.1726 loss_giou_2: 0.3288 loss_ce_3: 0.225 loss_bbox_3: 0.1599 loss_giou_3: 0.3159 loss_ce_4: 0.2028 loss_bbox_4: 0.1519 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0315 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:03] d2.utils.events INFO: eta: 3:17:00 iter: 407979 total_loss: 4.643 loss_ce: 0.2041 loss_bbox: 0.1401 loss_giou: 0.3021 loss_ce_0: 0.4163 loss_bbox_0: 0.2578 loss_giou_0: 0.4729 loss_ce_1: 0.3055 loss_bbox_1: 0.1672 loss_giou_1: 0.3443 loss_ce_2: 0.2505 loss_bbox_2: 0.1475 loss_giou_2: 0.3139 loss_ce_3: 0.2162 loss_bbox_3: 0.1421 loss_giou_3: 0.3033 loss_ce_4: 0.2091 loss_bbox_4: 0.1429 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:08] d2.utils.events INFO: eta: 3:16:56 iter: 407999 total_loss: 4.837 loss_ce: 0.2037 loss_bbox: 0.1513 loss_giou: 0.3049 loss_ce_0: 0.4204 loss_bbox_0: 0.2504 loss_giou_0: 0.4664 loss_ce_1: 0.3048 loss_bbox_1: 0.1798 loss_giou_1: 0.3583 loss_ce_2: 0.2502 loss_bbox_2: 0.1637 loss_giou_2: 0.338 loss_ce_3: 0.2214 loss_bbox_3: 0.1581 loss_giou_3: 0.3174 loss_ce_4: 0.2093 loss_bbox_4: 0.1526 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:14] d2.utils.events INFO: eta: 3:16:51 iter: 408019 total_loss: 4.664 loss_ce: 0.1859 loss_bbox: 0.1531 loss_giou: 0.3001 loss_ce_0: 0.4073 loss_bbox_0: 0.2554 loss_giou_0: 0.4687 loss_ce_1: 0.2986 loss_bbox_1: 0.1812 loss_giou_1: 0.3468 loss_ce_2: 0.2389 loss_bbox_2: 0.1711 loss_giou_2: 0.3238 loss_ce_3: 0.2078 loss_bbox_3: 0.1623 loss_giou_3: 0.3116 loss_ce_4: 0.1924 loss_bbox_4: 0.1559 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:20] d2.utils.events INFO: eta: 3:16:43 iter: 408039 total_loss: 4.876 loss_ce: 0.2106 loss_bbox: 0.156 loss_giou: 0.3101 loss_ce_0: 0.4242 loss_bbox_0: 0.2569 loss_giou_0: 0.4641 loss_ce_1: 0.3178 loss_bbox_1: 0.1927 loss_giou_1: 0.3447 loss_ce_2: 0.2525 loss_bbox_2: 0.1709 loss_giou_2: 0.319 loss_ce_3: 0.2215 loss_bbox_3: 0.1632 loss_giou_3: 0.3137 loss_ce_4: 0.2085 loss_bbox_4: 0.1583 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:26] d2.utils.events INFO: eta: 3:16:38 iter: 408059 total_loss: 4.838 loss_ce: 0.1865 loss_bbox: 0.162 loss_giou: 0.3095 loss_ce_0: 0.4078 loss_bbox_0: 0.2571 loss_giou_0: 0.4837 loss_ce_1: 0.2818 loss_bbox_1: 0.1912 loss_giou_1: 0.3488 loss_ce_2: 0.2427 loss_bbox_2: 0.173 loss_giou_2: 0.3215 loss_ce_3: 0.1999 loss_bbox_3: 0.1705 loss_giou_3: 0.3181 loss_ce_4: 0.1887 loss_bbox_4: 0.1641 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:31] d2.utils.events INFO: eta: 3:16:33 iter: 408079 total_loss: 4.713 loss_ce: 0.2106 loss_bbox: 0.1622 loss_giou: 0.298 loss_ce_0: 0.4215 loss_bbox_0: 0.2709 loss_giou_0: 0.4654 loss_ce_1: 0.3068 loss_bbox_1: 0.1936 loss_giou_1: 0.3478 loss_ce_2: 0.2585 loss_bbox_2: 0.175 loss_giou_2: 0.315 loss_ce_3: 0.221 loss_bbox_3: 0.1694 loss_giou_3: 0.3026 loss_ce_4: 0.2066 loss_bbox_4: 0.1657 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:37] d2.utils.events INFO: eta: 3:16:29 iter: 408099 total_loss: 4.965 loss_ce: 0.2093 loss_bbox: 0.1599 loss_giou: 0.3148 loss_ce_0: 0.4262 loss_bbox_0: 0.2712 loss_giou_0: 0.4693 loss_ce_1: 0.3127 loss_bbox_1: 0.1872 loss_giou_1: 0.3569 loss_ce_2: 0.2519 loss_bbox_2: 0.1725 loss_giou_2: 0.3366 loss_ce_3: 0.2249 loss_bbox_3: 0.1661 loss_giou_3: 0.3291 loss_ce_4: 0.2136 loss_bbox_4: 0.1605 loss_giou_4: 0.3189 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:43] d2.utils.events INFO: eta: 3:16:24 iter: 408119 total_loss: 4.675 loss_ce: 0.2025 loss_bbox: 0.151 loss_giou: 0.2871 loss_ce_0: 0.436 loss_bbox_0: 0.2516 loss_giou_0: 0.4444 loss_ce_1: 0.3072 loss_bbox_1: 0.1768 loss_giou_1: 0.3295 loss_ce_2: 0.2416 loss_bbox_2: 0.1629 loss_giou_2: 0.302 loss_ce_3: 0.2115 loss_bbox_3: 0.156 loss_giou_3: 0.3005 loss_ce_4: 0.2027 loss_bbox_4: 0.1532 loss_giou_4: 0.2889 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:48] d2.utils.events INFO: eta: 3:16:18 iter: 408139 total_loss: 4.819 loss_ce: 0.2072 loss_bbox: 0.168 loss_giou: 0.3042 loss_ce_0: 0.4357 loss_bbox_0: 0.2757 loss_giou_0: 0.4629 loss_ce_1: 0.3176 loss_bbox_1: 0.1951 loss_giou_1: 0.3415 loss_ce_2: 0.2601 loss_bbox_2: 0.1809 loss_giou_2: 0.3222 loss_ce_3: 0.2284 loss_bbox_3: 0.1738 loss_giou_3: 0.3105 loss_ce_4: 0.2119 loss_bbox_4: 0.1697 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 22:32:54] d2.utils.events INFO: eta: 3:16:12 iter: 408159 total_loss: 4.848 loss_ce: 0.1933 loss_bbox: 0.1569 loss_giou: 0.301 loss_ce_0: 0.4298 loss_bbox_0: 0.2632 loss_giou_0: 0.4852 loss_ce_1: 0.3262 loss_bbox_1: 0.1827 loss_giou_1: 0.3547 loss_ce_2: 0.2518 loss_bbox_2: 0.1644 loss_giou_2: 0.3277 loss_ce_3: 0.2148 loss_bbox_3: 0.1585 loss_giou_3: 0.3168 loss_ce_4: 0.2048 loss_bbox_4: 0.1573 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0192 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:00] d2.utils.events INFO: eta: 3:16:04 iter: 408179 total_loss: 4.549 loss_ce: 0.1925 loss_bbox: 0.1579 loss_giou: 0.294 loss_ce_0: 0.4277 loss_bbox_0: 0.2686 loss_giou_0: 0.428 loss_ce_1: 0.3091 loss_bbox_1: 0.1869 loss_giou_1: 0.3373 loss_ce_2: 0.2516 loss_bbox_2: 0.1691 loss_giou_2: 0.3154 loss_ce_3: 0.2113 loss_bbox_3: 0.1662 loss_giou_3: 0.2992 loss_ce_4: 0.2011 loss_bbox_4: 0.1607 loss_giou_4: 0.2942 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:05] d2.utils.events INFO: eta: 3:15:58 iter: 408199 total_loss: 5.065 loss_ce: 0.2268 loss_bbox: 0.1594 loss_giou: 0.3028 loss_ce_0: 0.4495 loss_bbox_0: 0.264 loss_giou_0: 0.461 loss_ce_1: 0.3253 loss_bbox_1: 0.1952 loss_giou_1: 0.3472 loss_ce_2: 0.2753 loss_bbox_2: 0.1747 loss_giou_2: 0.3233 loss_ce_3: 0.2496 loss_bbox_3: 0.1644 loss_giou_3: 0.314 loss_ce_4: 0.2283 loss_bbox_4: 0.1606 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:11] d2.utils.events INFO: eta: 3:15:48 iter: 408219 total_loss: 4.679 loss_ce: 0.2058 loss_bbox: 0.1428 loss_giou: 0.2876 loss_ce_0: 0.4224 loss_bbox_0: 0.2541 loss_giou_0: 0.4666 loss_ce_1: 0.3086 loss_bbox_1: 0.1789 loss_giou_1: 0.3429 loss_ce_2: 0.2532 loss_bbox_2: 0.1604 loss_giou_2: 0.3159 loss_ce_3: 0.2271 loss_bbox_3: 0.1537 loss_giou_3: 0.3004 loss_ce_4: 0.208 loss_bbox_4: 0.1464 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:17] d2.utils.events INFO: eta: 3:15:49 iter: 408239 total_loss: 4.623 loss_ce: 0.2031 loss_bbox: 0.1555 loss_giou: 0.3044 loss_ce_0: 0.4292 loss_bbox_0: 0.2514 loss_giou_0: 0.4657 loss_ce_1: 0.3127 loss_bbox_1: 0.1815 loss_giou_1: 0.3252 loss_ce_2: 0.2485 loss_bbox_2: 0.1682 loss_giou_2: 0.3214 loss_ce_3: 0.2136 loss_bbox_3: 0.1606 loss_giou_3: 0.3086 loss_ce_4: 0.1968 loss_bbox_4: 0.1584 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:22] d2.utils.events INFO: eta: 3:15:43 iter: 408259 total_loss: 4.878 loss_ce: 0.2241 loss_bbox: 0.1611 loss_giou: 0.2935 loss_ce_0: 0.4403 loss_bbox_0: 0.2637 loss_giou_0: 0.4519 loss_ce_1: 0.3247 loss_bbox_1: 0.19 loss_giou_1: 0.3355 loss_ce_2: 0.2644 loss_bbox_2: 0.1783 loss_giou_2: 0.3102 loss_ce_3: 0.2374 loss_bbox_3: 0.1709 loss_giou_3: 0.3066 loss_ce_4: 0.2229 loss_bbox_4: 0.1693 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:28] d2.utils.events INFO: eta: 3:15:37 iter: 408279 total_loss: 4.847 loss_ce: 0.22 loss_bbox: 0.1507 loss_giou: 0.3012 loss_ce_0: 0.4316 loss_bbox_0: 0.2602 loss_giou_0: 0.4705 loss_ce_1: 0.3145 loss_bbox_1: 0.1873 loss_giou_1: 0.3501 loss_ce_2: 0.2529 loss_bbox_2: 0.1733 loss_giou_2: 0.3237 loss_ce_3: 0.2253 loss_bbox_3: 0.1648 loss_giou_3: 0.314 loss_ce_4: 0.2116 loss_bbox_4: 0.1568 loss_giou_4: 0.3019 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:34] d2.utils.events INFO: eta: 3:15:33 iter: 408299 total_loss: 4.796 loss_ce: 0.2118 loss_bbox: 0.1597 loss_giou: 0.2956 loss_ce_0: 0.4381 loss_bbox_0: 0.2833 loss_giou_0: 0.4631 loss_ce_1: 0.3296 loss_bbox_1: 0.1857 loss_giou_1: 0.3408 loss_ce_2: 0.2615 loss_bbox_2: 0.1693 loss_giou_2: 0.3202 loss_ce_3: 0.2341 loss_bbox_3: 0.1633 loss_giou_3: 0.3116 loss_ce_4: 0.2152 loss_bbox_4: 0.161 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:39] d2.utils.events INFO: eta: 3:15:29 iter: 408319 total_loss: 4.911 loss_ce: 0.2161 loss_bbox: 0.1557 loss_giou: 0.3067 loss_ce_0: 0.4315 loss_bbox_0: 0.2656 loss_giou_0: 0.4781 loss_ce_1: 0.3194 loss_bbox_1: 0.1851 loss_giou_1: 0.3526 loss_ce_2: 0.2652 loss_bbox_2: 0.171 loss_giou_2: 0.3254 loss_ce_3: 0.2449 loss_bbox_3: 0.1647 loss_giou_3: 0.3157 loss_ce_4: 0.2231 loss_bbox_4: 0.1634 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:45] d2.utils.events INFO: eta: 3:15:24 iter: 408339 total_loss: 4.402 loss_ce: 0.185 loss_bbox: 0.1493 loss_giou: 0.2733 loss_ce_0: 0.419 loss_bbox_0: 0.2612 loss_giou_0: 0.4365 loss_ce_1: 0.3029 loss_bbox_1: 0.1799 loss_giou_1: 0.3164 loss_ce_2: 0.2351 loss_bbox_2: 0.1652 loss_giou_2: 0.2873 loss_ce_3: 0.1999 loss_bbox_3: 0.1586 loss_giou_3: 0.2759 loss_ce_4: 0.1904 loss_bbox_4: 0.1544 loss_giou_4: 0.2766 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:51] d2.utils.events INFO: eta: 3:15:17 iter: 408359 total_loss: 4.97 loss_ce: 0.2079 loss_bbox: 0.1608 loss_giou: 0.3153 loss_ce_0: 0.4359 loss_bbox_0: 0.2733 loss_giou_0: 0.4857 loss_ce_1: 0.3219 loss_bbox_1: 0.1909 loss_giou_1: 0.3661 loss_ce_2: 0.2648 loss_bbox_2: 0.1783 loss_giou_2: 0.3363 loss_ce_3: 0.2312 loss_bbox_3: 0.1685 loss_giou_3: 0.3218 loss_ce_4: 0.2174 loss_bbox_4: 0.1651 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:33:56] d2.utils.events INFO: eta: 3:15:12 iter: 408379 total_loss: 4.764 loss_ce: 0.1959 loss_bbox: 0.1583 loss_giou: 0.3014 loss_ce_0: 0.4206 loss_bbox_0: 0.2507 loss_giou_0: 0.4574 loss_ce_1: 0.3002 loss_bbox_1: 0.1805 loss_giou_1: 0.3398 loss_ce_2: 0.2459 loss_bbox_2: 0.1694 loss_giou_2: 0.3215 loss_ce_3: 0.2176 loss_bbox_3: 0.163 loss_giou_3: 0.3164 loss_ce_4: 0.2007 loss_bbox_4: 0.1605 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:02] d2.utils.events INFO: eta: 3:15:04 iter: 408399 total_loss: 4.764 loss_ce: 0.2089 loss_bbox: 0.1569 loss_giou: 0.293 loss_ce_0: 0.4247 loss_bbox_0: 0.2595 loss_giou_0: 0.4687 loss_ce_1: 0.3176 loss_bbox_1: 0.184 loss_giou_1: 0.3381 loss_ce_2: 0.2526 loss_bbox_2: 0.1677 loss_giou_2: 0.3076 loss_ce_3: 0.2335 loss_bbox_3: 0.1585 loss_giou_3: 0.2975 loss_ce_4: 0.2147 loss_bbox_4: 0.1562 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:08] d2.utils.events INFO: eta: 3:15:03 iter: 408419 total_loss: 4.844 loss_ce: 0.1888 loss_bbox: 0.1534 loss_giou: 0.3348 loss_ce_0: 0.4196 loss_bbox_0: 0.2568 loss_giou_0: 0.5093 loss_ce_1: 0.305 loss_bbox_1: 0.1786 loss_giou_1: 0.3769 loss_ce_2: 0.2491 loss_bbox_2: 0.1656 loss_giou_2: 0.3457 loss_ce_3: 0.2116 loss_bbox_3: 0.1559 loss_giou_3: 0.3408 loss_ce_4: 0.1942 loss_bbox_4: 0.1539 loss_giou_4: 0.3407 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:13] d2.utils.events INFO: eta: 3:15:01 iter: 408439 total_loss: 4.852 loss_ce: 0.2038 loss_bbox: 0.1515 loss_giou: 0.2841 loss_ce_0: 0.4282 loss_bbox_0: 0.2608 loss_giou_0: 0.4486 loss_ce_1: 0.3232 loss_bbox_1: 0.1821 loss_giou_1: 0.3291 loss_ce_2: 0.2675 loss_bbox_2: 0.1651 loss_giou_2: 0.301 loss_ce_3: 0.2315 loss_bbox_3: 0.1583 loss_giou_3: 0.2989 loss_ce_4: 0.215 loss_bbox_4: 0.154 loss_giou_4: 0.2898 time: 0.2800 data_time: 0.0319 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:19] d2.utils.events INFO: eta: 3:14:55 iter: 408459 total_loss: 4.69 loss_ce: 0.1952 loss_bbox: 0.146 loss_giou: 0.2938 loss_ce_0: 0.4171 loss_bbox_0: 0.2484 loss_giou_0: 0.4682 loss_ce_1: 0.3019 loss_bbox_1: 0.1719 loss_giou_1: 0.3429 loss_ce_2: 0.2434 loss_bbox_2: 0.1602 loss_giou_2: 0.315 loss_ce_3: 0.2123 loss_bbox_3: 0.1521 loss_giou_3: 0.3092 loss_ce_4: 0.1969 loss_bbox_4: 0.1494 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:25] d2.utils.events INFO: eta: 3:14:46 iter: 408479 total_loss: 4.584 loss_ce: 0.185 loss_bbox: 0.1487 loss_giou: 0.2924 loss_ce_0: 0.4126 loss_bbox_0: 0.2622 loss_giou_0: 0.4568 loss_ce_1: 0.2912 loss_bbox_1: 0.1777 loss_giou_1: 0.3391 loss_ce_2: 0.2273 loss_bbox_2: 0.1616 loss_giou_2: 0.315 loss_ce_3: 0.1909 loss_bbox_3: 0.1566 loss_giou_3: 0.3104 loss_ce_4: 0.1888 loss_bbox_4: 0.1547 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0193 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:30] d2.utils.events INFO: eta: 3:14:41 iter: 408499 total_loss: 4.672 loss_ce: 0.1999 loss_bbox: 0.1599 loss_giou: 0.2974 loss_ce_0: 0.4157 loss_bbox_0: 0.2595 loss_giou_0: 0.469 loss_ce_1: 0.3068 loss_bbox_1: 0.1862 loss_giou_1: 0.3517 loss_ce_2: 0.2558 loss_bbox_2: 0.1737 loss_giou_2: 0.3206 loss_ce_3: 0.2167 loss_bbox_3: 0.1643 loss_giou_3: 0.3107 loss_ce_4: 0.2094 loss_bbox_4: 0.1557 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:36] d2.utils.events INFO: eta: 3:14:37 iter: 408519 total_loss: 4.541 loss_ce: 0.2015 loss_bbox: 0.1538 loss_giou: 0.2712 loss_ce_0: 0.4117 loss_bbox_0: 0.2643 loss_giou_0: 0.4269 loss_ce_1: 0.3049 loss_bbox_1: 0.184 loss_giou_1: 0.3222 loss_ce_2: 0.2465 loss_bbox_2: 0.1695 loss_giou_2: 0.2961 loss_ce_3: 0.2149 loss_bbox_3: 0.1637 loss_giou_3: 0.2888 loss_ce_4: 0.2011 loss_bbox_4: 0.1605 loss_giou_4: 0.2804 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:42] d2.utils.events INFO: eta: 3:14:33 iter: 408539 total_loss: 4.879 loss_ce: 0.2157 loss_bbox: 0.1436 loss_giou: 0.3145 loss_ce_0: 0.4464 loss_bbox_0: 0.2544 loss_giou_0: 0.4848 loss_ce_1: 0.3241 loss_bbox_1: 0.1763 loss_giou_1: 0.3562 loss_ce_2: 0.2779 loss_bbox_2: 0.1569 loss_giou_2: 0.3261 loss_ce_3: 0.2426 loss_bbox_3: 0.1508 loss_giou_3: 0.3223 loss_ce_4: 0.2269 loss_bbox_4: 0.1481 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0169 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:48] d2.utils.events INFO: eta: 3:14:25 iter: 408559 total_loss: 4.658 loss_ce: 0.201 loss_bbox: 0.1561 loss_giou: 0.2696 loss_ce_0: 0.4217 loss_bbox_0: 0.2598 loss_giou_0: 0.4322 loss_ce_1: 0.309 loss_bbox_1: 0.1838 loss_giou_1: 0.3232 loss_ce_2: 0.2486 loss_bbox_2: 0.1648 loss_giou_2: 0.287 loss_ce_3: 0.2285 loss_bbox_3: 0.1633 loss_giou_3: 0.2799 loss_ce_4: 0.2106 loss_bbox_4: 0.1569 loss_giou_4: 0.2723 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:53] d2.utils.events INFO: eta: 3:14:18 iter: 408579 total_loss: 4.776 loss_ce: 0.1973 loss_bbox: 0.1512 loss_giou: 0.3043 loss_ce_0: 0.4201 loss_bbox_0: 0.256 loss_giou_0: 0.4837 loss_ce_1: 0.2985 loss_bbox_1: 0.1751 loss_giou_1: 0.3493 loss_ce_2: 0.2458 loss_bbox_2: 0.1575 loss_giou_2: 0.3236 loss_ce_3: 0.2081 loss_bbox_3: 0.1528 loss_giou_3: 0.3151 loss_ce_4: 0.1963 loss_bbox_4: 0.1511 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 22:34:59] d2.utils.events INFO: eta: 3:14:13 iter: 408599 total_loss: 4.782 loss_ce: 0.2014 loss_bbox: 0.1495 loss_giou: 0.306 loss_ce_0: 0.4175 loss_bbox_0: 0.251 loss_giou_0: 0.487 loss_ce_1: 0.2983 loss_bbox_1: 0.1785 loss_giou_1: 0.3575 loss_ce_2: 0.2486 loss_bbox_2: 0.1641 loss_giou_2: 0.3272 loss_ce_3: 0.2082 loss_bbox_3: 0.1518 loss_giou_3: 0.3202 loss_ce_4: 0.2053 loss_bbox_4: 0.1524 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:05] d2.utils.events INFO: eta: 3:14:07 iter: 408619 total_loss: 4.771 loss_ce: 0.2125 loss_bbox: 0.1546 loss_giou: 0.2983 loss_ce_0: 0.4327 loss_bbox_0: 0.2567 loss_giou_0: 0.4646 loss_ce_1: 0.3127 loss_bbox_1: 0.1875 loss_giou_1: 0.3385 loss_ce_2: 0.2614 loss_bbox_2: 0.1644 loss_giou_2: 0.3106 loss_ce_3: 0.2267 loss_bbox_3: 0.1595 loss_giou_3: 0.3055 loss_ce_4: 0.2152 loss_bbox_4: 0.1557 loss_giou_4: 0.302 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:10] d2.utils.events INFO: eta: 3:14:00 iter: 408639 total_loss: 4.565 loss_ce: 0.2022 loss_bbox: 0.1486 loss_giou: 0.296 loss_ce_0: 0.4109 loss_bbox_0: 0.252 loss_giou_0: 0.4593 loss_ce_1: 0.2884 loss_bbox_1: 0.1755 loss_giou_1: 0.3396 loss_ce_2: 0.2284 loss_bbox_2: 0.1608 loss_giou_2: 0.3137 loss_ce_3: 0.2076 loss_bbox_3: 0.1569 loss_giou_3: 0.3043 loss_ce_4: 0.1968 loss_bbox_4: 0.1525 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:16] d2.utils.events INFO: eta: 3:13:57 iter: 408659 total_loss: 4.958 loss_ce: 0.2061 loss_bbox: 0.158 loss_giou: 0.2945 loss_ce_0: 0.4318 loss_bbox_0: 0.2593 loss_giou_0: 0.4744 loss_ce_1: 0.3158 loss_bbox_1: 0.182 loss_giou_1: 0.3471 loss_ce_2: 0.2766 loss_bbox_2: 0.175 loss_giou_2: 0.3138 loss_ce_3: 0.2217 loss_bbox_3: 0.1658 loss_giou_3: 0.303 loss_ce_4: 0.2064 loss_bbox_4: 0.1614 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0194 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:22] d2.utils.events INFO: eta: 3:13:47 iter: 408679 total_loss: 4.934 loss_ce: 0.1979 loss_bbox: 0.1607 loss_giou: 0.3028 loss_ce_0: 0.4212 loss_bbox_0: 0.2809 loss_giou_0: 0.4768 loss_ce_1: 0.3092 loss_bbox_1: 0.1926 loss_giou_1: 0.3496 loss_ce_2: 0.2588 loss_bbox_2: 0.1731 loss_giou_2: 0.3287 loss_ce_3: 0.2194 loss_bbox_3: 0.1683 loss_giou_3: 0.3148 loss_ce_4: 0.2063 loss_bbox_4: 0.1617 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:27] d2.utils.events INFO: eta: 3:13:39 iter: 408699 total_loss: 4.664 loss_ce: 0.1995 loss_bbox: 0.151 loss_giou: 0.2897 loss_ce_0: 0.4174 loss_bbox_0: 0.2668 loss_giou_0: 0.4464 loss_ce_1: 0.3087 loss_bbox_1: 0.1949 loss_giou_1: 0.3274 loss_ce_2: 0.25 loss_bbox_2: 0.1665 loss_giou_2: 0.301 loss_ce_3: 0.2197 loss_bbox_3: 0.159 loss_giou_3: 0.2946 loss_ce_4: 0.2062 loss_bbox_4: 0.1561 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:33] d2.utils.events INFO: eta: 3:13:34 iter: 408719 total_loss: 4.704 loss_ce: 0.1873 loss_bbox: 0.1539 loss_giou: 0.3032 loss_ce_0: 0.4156 loss_bbox_0: 0.258 loss_giou_0: 0.4556 loss_ce_1: 0.3109 loss_bbox_1: 0.1756 loss_giou_1: 0.3426 loss_ce_2: 0.2472 loss_bbox_2: 0.165 loss_giou_2: 0.3156 loss_ce_3: 0.2091 loss_bbox_3: 0.155 loss_giou_3: 0.3133 loss_ce_4: 0.1903 loss_bbox_4: 0.1526 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:39] d2.utils.events INFO: eta: 3:13:28 iter: 408739 total_loss: 4.862 loss_ce: 0.2084 loss_bbox: 0.1512 loss_giou: 0.3123 loss_ce_0: 0.4219 loss_bbox_0: 0.2599 loss_giou_0: 0.4933 loss_ce_1: 0.3059 loss_bbox_1: 0.1729 loss_giou_1: 0.3566 loss_ce_2: 0.2554 loss_bbox_2: 0.1632 loss_giou_2: 0.3378 loss_ce_3: 0.2246 loss_bbox_3: 0.1595 loss_giou_3: 0.328 loss_ce_4: 0.2087 loss_bbox_4: 0.1581 loss_giou_4: 0.3197 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:44] d2.utils.events INFO: eta: 3:13:26 iter: 408759 total_loss: 4.869 loss_ce: 0.2163 loss_bbox: 0.1589 loss_giou: 0.2997 loss_ce_0: 0.4475 loss_bbox_0: 0.2663 loss_giou_0: 0.4488 loss_ce_1: 0.3266 loss_bbox_1: 0.1866 loss_giou_1: 0.3393 loss_ce_2: 0.2594 loss_bbox_2: 0.1654 loss_giou_2: 0.3143 loss_ce_3: 0.2376 loss_bbox_3: 0.1586 loss_giou_3: 0.3086 loss_ce_4: 0.222 loss_bbox_4: 0.1604 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:50] d2.utils.events INFO: eta: 3:13:19 iter: 408779 total_loss: 4.665 loss_ce: 0.1931 loss_bbox: 0.1593 loss_giou: 0.2944 loss_ce_0: 0.4305 loss_bbox_0: 0.2565 loss_giou_0: 0.4501 loss_ce_1: 0.3185 loss_bbox_1: 0.1855 loss_giou_1: 0.3313 loss_ce_2: 0.2451 loss_bbox_2: 0.1728 loss_giou_2: 0.3098 loss_ce_3: 0.2173 loss_bbox_3: 0.173 loss_giou_3: 0.3006 loss_ce_4: 0.1965 loss_bbox_4: 0.1594 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:35:56] d2.utils.events INFO: eta: 3:13:13 iter: 408799 total_loss: 4.955 loss_ce: 0.2197 loss_bbox: 0.1615 loss_giou: 0.325 loss_ce_0: 0.4361 loss_bbox_0: 0.2649 loss_giou_0: 0.488 loss_ce_1: 0.3226 loss_bbox_1: 0.1936 loss_giou_1: 0.3665 loss_ce_2: 0.2642 loss_bbox_2: 0.1706 loss_giou_2: 0.3425 loss_ce_3: 0.233 loss_bbox_3: 0.1644 loss_giou_3: 0.3396 loss_ce_4: 0.2222 loss_bbox_4: 0.1644 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:01] d2.utils.events INFO: eta: 3:13:08 iter: 408819 total_loss: 4.688 loss_ce: 0.1998 loss_bbox: 0.1554 loss_giou: 0.2864 loss_ce_0: 0.438 loss_bbox_0: 0.2521 loss_giou_0: 0.4701 loss_ce_1: 0.3204 loss_bbox_1: 0.185 loss_giou_1: 0.3297 loss_ce_2: 0.2637 loss_bbox_2: 0.165 loss_giou_2: 0.3081 loss_ce_3: 0.2272 loss_bbox_3: 0.1624 loss_giou_3: 0.2971 loss_ce_4: 0.2073 loss_bbox_4: 0.1549 loss_giou_4: 0.2919 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:07] d2.utils.events INFO: eta: 3:13:03 iter: 408839 total_loss: 4.875 loss_ce: 0.1988 loss_bbox: 0.1628 loss_giou: 0.3069 loss_ce_0: 0.4276 loss_bbox_0: 0.2808 loss_giou_0: 0.4709 loss_ce_1: 0.3062 loss_bbox_1: 0.1956 loss_giou_1: 0.3448 loss_ce_2: 0.2452 loss_bbox_2: 0.1697 loss_giou_2: 0.3197 loss_ce_3: 0.2158 loss_bbox_3: 0.1657 loss_giou_3: 0.3122 loss_ce_4: 0.1966 loss_bbox_4: 0.1593 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:13] d2.utils.events INFO: eta: 3:12:56 iter: 408859 total_loss: 4.897 loss_ce: 0.2156 loss_bbox: 0.1561 loss_giou: 0.2973 loss_ce_0: 0.4484 loss_bbox_0: 0.2708 loss_giou_0: 0.4708 loss_ce_1: 0.3383 loss_bbox_1: 0.1834 loss_giou_1: 0.3407 loss_ce_2: 0.2786 loss_bbox_2: 0.1668 loss_giou_2: 0.312 loss_ce_3: 0.2331 loss_bbox_3: 0.1585 loss_giou_3: 0.3043 loss_ce_4: 0.2142 loss_bbox_4: 0.1589 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:18] d2.utils.events INFO: eta: 3:12:50 iter: 408879 total_loss: 4.789 loss_ce: 0.2019 loss_bbox: 0.1597 loss_giou: 0.2938 loss_ce_0: 0.4366 loss_bbox_0: 0.2598 loss_giou_0: 0.4755 loss_ce_1: 0.3216 loss_bbox_1: 0.192 loss_giou_1: 0.3348 loss_ce_2: 0.2557 loss_bbox_2: 0.1712 loss_giou_2: 0.304 loss_ce_3: 0.2295 loss_bbox_3: 0.1686 loss_giou_3: 0.3 loss_ce_4: 0.2061 loss_bbox_4: 0.1621 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0336 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:24] d2.utils.events INFO: eta: 3:12:42 iter: 408899 total_loss: 4.78 loss_ce: 0.1999 loss_bbox: 0.1488 loss_giou: 0.2942 loss_ce_0: 0.4276 loss_bbox_0: 0.2509 loss_giou_0: 0.4739 loss_ce_1: 0.3169 loss_bbox_1: 0.1797 loss_giou_1: 0.3426 loss_ce_2: 0.2517 loss_bbox_2: 0.1629 loss_giou_2: 0.3151 loss_ce_3: 0.2167 loss_bbox_3: 0.1554 loss_giou_3: 0.306 loss_ce_4: 0.202 loss_bbox_4: 0.1499 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:30] d2.utils.events INFO: eta: 3:12:36 iter: 408919 total_loss: 4.931 loss_ce: 0.2176 loss_bbox: 0.1649 loss_giou: 0.302 loss_ce_0: 0.4381 loss_bbox_0: 0.2748 loss_giou_0: 0.4668 loss_ce_1: 0.3237 loss_bbox_1: 0.1894 loss_giou_1: 0.3471 loss_ce_2: 0.2593 loss_bbox_2: 0.1771 loss_giou_2: 0.3198 loss_ce_3: 0.2321 loss_bbox_3: 0.1702 loss_giou_3: 0.31 loss_ce_4: 0.2142 loss_bbox_4: 0.1687 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:36] d2.utils.events INFO: eta: 3:12:33 iter: 408939 total_loss: 4.985 loss_ce: 0.2071 loss_bbox: 0.1645 loss_giou: 0.3186 loss_ce_0: 0.4293 loss_bbox_0: 0.2659 loss_giou_0: 0.4836 loss_ce_1: 0.3239 loss_bbox_1: 0.1906 loss_giou_1: 0.3628 loss_ce_2: 0.2571 loss_bbox_2: 0.1786 loss_giou_2: 0.3402 loss_ce_3: 0.2272 loss_bbox_3: 0.1764 loss_giou_3: 0.3359 loss_ce_4: 0.2055 loss_bbox_4: 0.1702 loss_giou_4: 0.324 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:41] d2.utils.events INFO: eta: 3:12:32 iter: 408959 total_loss: 5.016 loss_ce: 0.2178 loss_bbox: 0.1689 loss_giou: 0.3054 loss_ce_0: 0.4404 loss_bbox_0: 0.2789 loss_giou_0: 0.4798 loss_ce_1: 0.3284 loss_bbox_1: 0.19 loss_giou_1: 0.3473 loss_ce_2: 0.2728 loss_bbox_2: 0.1784 loss_giou_2: 0.3302 loss_ce_3: 0.2386 loss_bbox_3: 0.1748 loss_giou_3: 0.3174 loss_ce_4: 0.2236 loss_bbox_4: 0.1735 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:47] d2.utils.events INFO: eta: 3:12:22 iter: 408979 total_loss: 4.58 loss_ce: 0.1789 loss_bbox: 0.1528 loss_giou: 0.2898 loss_ce_0: 0.4148 loss_bbox_0: 0.2563 loss_giou_0: 0.4541 loss_ce_1: 0.2962 loss_bbox_1: 0.1813 loss_giou_1: 0.3312 loss_ce_2: 0.2365 loss_bbox_2: 0.1638 loss_giou_2: 0.3095 loss_ce_3: 0.2084 loss_bbox_3: 0.1582 loss_giou_3: 0.2967 loss_ce_4: 0.1903 loss_bbox_4: 0.1574 loss_giou_4: 0.2891 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:53] d2.utils.events INFO: eta: 3:12:17 iter: 408999 total_loss: 4.565 loss_ce: 0.1911 loss_bbox: 0.1494 loss_giou: 0.3012 loss_ce_0: 0.4228 loss_bbox_0: 0.257 loss_giou_0: 0.4669 loss_ce_1: 0.3052 loss_bbox_1: 0.178 loss_giou_1: 0.3426 loss_ce_2: 0.2514 loss_bbox_2: 0.1605 loss_giou_2: 0.3168 loss_ce_3: 0.2186 loss_bbox_3: 0.1557 loss_giou_3: 0.3107 loss_ce_4: 0.1921 loss_bbox_4: 0.151 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 22:36:58] d2.utils.events INFO: eta: 3:12:10 iter: 409019 total_loss: 4.802 loss_ce: 0.2035 loss_bbox: 0.1639 loss_giou: 0.3126 loss_ce_0: 0.4306 loss_bbox_0: 0.2636 loss_giou_0: 0.4615 loss_ce_1: 0.3048 loss_bbox_1: 0.1842 loss_giou_1: 0.3396 loss_ce_2: 0.2647 loss_bbox_2: 0.1695 loss_giou_2: 0.3216 loss_ce_3: 0.2211 loss_bbox_3: 0.1679 loss_giou_3: 0.3158 loss_ce_4: 0.2051 loss_bbox_4: 0.169 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:04] d2.utils.events INFO: eta: 3:12:06 iter: 409039 total_loss: 4.83 loss_ce: 0.2029 loss_bbox: 0.1512 loss_giou: 0.3017 loss_ce_0: 0.414 loss_bbox_0: 0.2556 loss_giou_0: 0.4658 loss_ce_1: 0.311 loss_bbox_1: 0.1854 loss_giou_1: 0.3437 loss_ce_2: 0.2565 loss_bbox_2: 0.1653 loss_giou_2: 0.3185 loss_ce_3: 0.2248 loss_bbox_3: 0.1572 loss_giou_3: 0.3147 loss_ce_4: 0.2057 loss_bbox_4: 0.1553 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:10] d2.utils.events INFO: eta: 3:12:00 iter: 409059 total_loss: 4.762 loss_ce: 0.1916 loss_bbox: 0.1559 loss_giou: 0.2852 loss_ce_0: 0.4354 loss_bbox_0: 0.2621 loss_giou_0: 0.4492 loss_ce_1: 0.3094 loss_bbox_1: 0.1908 loss_giou_1: 0.3244 loss_ce_2: 0.2507 loss_bbox_2: 0.1689 loss_giou_2: 0.2994 loss_ce_3: 0.2165 loss_bbox_3: 0.1619 loss_giou_3: 0.2932 loss_ce_4: 0.1898 loss_bbox_4: 0.1591 loss_giou_4: 0.2886 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:15] d2.utils.events INFO: eta: 3:11:54 iter: 409079 total_loss: 4.837 loss_ce: 0.2062 loss_bbox: 0.1681 loss_giou: 0.3032 loss_ce_0: 0.43 loss_bbox_0: 0.2632 loss_giou_0: 0.4623 loss_ce_1: 0.3129 loss_bbox_1: 0.2018 loss_giou_1: 0.3473 loss_ce_2: 0.2576 loss_bbox_2: 0.1791 loss_giou_2: 0.3202 loss_ce_3: 0.2252 loss_bbox_3: 0.1755 loss_giou_3: 0.314 loss_ce_4: 0.2092 loss_bbox_4: 0.175 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:21] d2.utils.events INFO: eta: 3:11:46 iter: 409099 total_loss: 4.813 loss_ce: 0.2 loss_bbox: 0.1604 loss_giou: 0.3041 loss_ce_0: 0.4269 loss_bbox_0: 0.2617 loss_giou_0: 0.4726 loss_ce_1: 0.3052 loss_bbox_1: 0.1945 loss_giou_1: 0.3503 loss_ce_2: 0.2524 loss_bbox_2: 0.1738 loss_giou_2: 0.3155 loss_ce_3: 0.2173 loss_bbox_3: 0.1638 loss_giou_3: 0.3088 loss_ce_4: 0.2112 loss_bbox_4: 0.1592 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:27] d2.utils.events INFO: eta: 3:11:39 iter: 409119 total_loss: 4.55 loss_ce: 0.1814 loss_bbox: 0.1387 loss_giou: 0.2941 loss_ce_0: 0.4075 loss_bbox_0: 0.2404 loss_giou_0: 0.4636 loss_ce_1: 0.3035 loss_bbox_1: 0.165 loss_giou_1: 0.3437 loss_ce_2: 0.2381 loss_bbox_2: 0.1515 loss_giou_2: 0.314 loss_ce_3: 0.2098 loss_bbox_3: 0.1453 loss_giou_3: 0.3055 loss_ce_4: 0.1888 loss_bbox_4: 0.1415 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:32] d2.utils.events INFO: eta: 3:11:33 iter: 409139 total_loss: 4.97 loss_ce: 0.2203 loss_bbox: 0.16 loss_giou: 0.317 loss_ce_0: 0.4347 loss_bbox_0: 0.2742 loss_giou_0: 0.4927 loss_ce_1: 0.3332 loss_bbox_1: 0.1884 loss_giou_1: 0.359 loss_ce_2: 0.2759 loss_bbox_2: 0.1771 loss_giou_2: 0.3337 loss_ce_3: 0.2314 loss_bbox_3: 0.1683 loss_giou_3: 0.3271 loss_ce_4: 0.2235 loss_bbox_4: 0.1627 loss_giou_4: 0.3207 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:38] d2.utils.events INFO: eta: 3:11:29 iter: 409159 total_loss: 4.631 loss_ce: 0.2053 loss_bbox: 0.1503 loss_giou: 0.2958 loss_ce_0: 0.4202 loss_bbox_0: 0.2544 loss_giou_0: 0.4535 loss_ce_1: 0.3114 loss_bbox_1: 0.1773 loss_giou_1: 0.3458 loss_ce_2: 0.2516 loss_bbox_2: 0.1625 loss_giou_2: 0.3164 loss_ce_3: 0.2195 loss_bbox_3: 0.1562 loss_giou_3: 0.3124 loss_ce_4: 0.2092 loss_bbox_4: 0.1517 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0190 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:44] d2.utils.events INFO: eta: 3:11:23 iter: 409179 total_loss: 4.901 loss_ce: 0.1977 loss_bbox: 0.1636 loss_giou: 0.3009 loss_ce_0: 0.425 loss_bbox_0: 0.258 loss_giou_0: 0.4632 loss_ce_1: 0.3323 loss_bbox_1: 0.187 loss_giou_1: 0.3433 loss_ce_2: 0.2571 loss_bbox_2: 0.1775 loss_giou_2: 0.3284 loss_ce_3: 0.2231 loss_bbox_3: 0.1688 loss_giou_3: 0.3127 loss_ce_4: 0.2065 loss_bbox_4: 0.1651 loss_giou_4: 0.3015 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:49] d2.utils.events INFO: eta: 3:11:16 iter: 409199 total_loss: 4.63 loss_ce: 0.1855 loss_bbox: 0.1534 loss_giou: 0.2941 loss_ce_0: 0.4094 loss_bbox_0: 0.2515 loss_giou_0: 0.4318 loss_ce_1: 0.2908 loss_bbox_1: 0.1857 loss_giou_1: 0.3314 loss_ce_2: 0.2356 loss_bbox_2: 0.1633 loss_giou_2: 0.3104 loss_ce_3: 0.2008 loss_bbox_3: 0.158 loss_giou_3: 0.305 loss_ce_4: 0.187 loss_bbox_4: 0.1537 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 22:37:55] d2.utils.events INFO: eta: 3:11:12 iter: 409219 total_loss: 4.851 loss_ce: 0.2082 loss_bbox: 0.1555 loss_giou: 0.2958 loss_ce_0: 0.4129 loss_bbox_0: 0.26 loss_giou_0: 0.4669 loss_ce_1: 0.3017 loss_bbox_1: 0.1818 loss_giou_1: 0.3352 loss_ce_2: 0.2588 loss_bbox_2: 0.1697 loss_giou_2: 0.3243 loss_ce_3: 0.2343 loss_bbox_3: 0.1663 loss_giou_3: 0.3122 loss_ce_4: 0.2138 loss_bbox_4: 0.1609 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:01] d2.utils.events INFO: eta: 3:11:04 iter: 409239 total_loss: 4.714 loss_ce: 0.1977 loss_bbox: 0.1453 loss_giou: 0.2961 loss_ce_0: 0.4321 loss_bbox_0: 0.2524 loss_giou_0: 0.4668 loss_ce_1: 0.3124 loss_bbox_1: 0.1753 loss_giou_1: 0.3384 loss_ce_2: 0.2569 loss_bbox_2: 0.1569 loss_giou_2: 0.3184 loss_ce_3: 0.2274 loss_bbox_3: 0.1525 loss_giou_3: 0.3067 loss_ce_4: 0.2004 loss_bbox_4: 0.1502 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:06] d2.utils.events INFO: eta: 3:10:59 iter: 409259 total_loss: 4.689 loss_ce: 0.2012 loss_bbox: 0.1489 loss_giou: 0.3044 loss_ce_0: 0.433 loss_bbox_0: 0.2649 loss_giou_0: 0.4496 loss_ce_1: 0.3174 loss_bbox_1: 0.17 loss_giou_1: 0.3415 loss_ce_2: 0.2561 loss_bbox_2: 0.1578 loss_giou_2: 0.3283 loss_ce_3: 0.2184 loss_bbox_3: 0.1507 loss_giou_3: 0.3155 loss_ce_4: 0.2048 loss_bbox_4: 0.1475 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:12] d2.utils.events INFO: eta: 3:10:56 iter: 409279 total_loss: 4.859 loss_ce: 0.2002 loss_bbox: 0.1554 loss_giou: 0.3048 loss_ce_0: 0.4158 loss_bbox_0: 0.2614 loss_giou_0: 0.4849 loss_ce_1: 0.3082 loss_bbox_1: 0.1848 loss_giou_1: 0.3598 loss_ce_2: 0.2556 loss_bbox_2: 0.1661 loss_giou_2: 0.3279 loss_ce_3: 0.2146 loss_bbox_3: 0.1565 loss_giou_3: 0.3135 loss_ce_4: 0.2058 loss_bbox_4: 0.152 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:18] d2.utils.events INFO: eta: 3:10:50 iter: 409299 total_loss: 4.749 loss_ce: 0.1956 loss_bbox: 0.1629 loss_giou: 0.2973 loss_ce_0: 0.4415 loss_bbox_0: 0.2649 loss_giou_0: 0.4699 loss_ce_1: 0.3149 loss_bbox_1: 0.1893 loss_giou_1: 0.3362 loss_ce_2: 0.2539 loss_bbox_2: 0.1673 loss_giou_2: 0.3085 loss_ce_3: 0.2222 loss_bbox_3: 0.1673 loss_giou_3: 0.3055 loss_ce_4: 0.2057 loss_bbox_4: 0.1665 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:23] d2.utils.events INFO: eta: 3:10:50 iter: 409319 total_loss: 4.89 loss_ce: 0.2011 loss_bbox: 0.1413 loss_giou: 0.3117 loss_ce_0: 0.4168 loss_bbox_0: 0.2529 loss_giou_0: 0.4631 loss_ce_1: 0.3131 loss_bbox_1: 0.1783 loss_giou_1: 0.3549 loss_ce_2: 0.2648 loss_bbox_2: 0.1543 loss_giou_2: 0.3268 loss_ce_3: 0.2251 loss_bbox_3: 0.1486 loss_giou_3: 0.321 loss_ce_4: 0.2043 loss_bbox_4: 0.143 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0175 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:29] d2.utils.events INFO: eta: 3:10:46 iter: 409339 total_loss: 4.803 loss_ce: 0.2066 loss_bbox: 0.1548 loss_giou: 0.2993 loss_ce_0: 0.4125 loss_bbox_0: 0.2613 loss_giou_0: 0.4675 loss_ce_1: 0.3189 loss_bbox_1: 0.1795 loss_giou_1: 0.3508 loss_ce_2: 0.2461 loss_bbox_2: 0.1634 loss_giou_2: 0.3267 loss_ce_3: 0.2149 loss_bbox_3: 0.1569 loss_giou_3: 0.3142 loss_ce_4: 0.2078 loss_bbox_4: 0.1545 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:35] d2.utils.events INFO: eta: 3:10:41 iter: 409359 total_loss: 4.851 loss_ce: 0.2116 loss_bbox: 0.1656 loss_giou: 0.294 loss_ce_0: 0.4059 loss_bbox_0: 0.2588 loss_giou_0: 0.4615 loss_ce_1: 0.3022 loss_bbox_1: 0.1927 loss_giou_1: 0.3488 loss_ce_2: 0.2534 loss_bbox_2: 0.1771 loss_giou_2: 0.3213 loss_ce_3: 0.2218 loss_bbox_3: 0.1725 loss_giou_3: 0.3034 loss_ce_4: 0.2088 loss_bbox_4: 0.1694 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:41] d2.utils.events INFO: eta: 3:10:35 iter: 409379 total_loss: 4.941 loss_ce: 0.2149 loss_bbox: 0.1688 loss_giou: 0.2915 loss_ce_0: 0.4339 loss_bbox_0: 0.2792 loss_giou_0: 0.4633 loss_ce_1: 0.326 loss_bbox_1: 0.1979 loss_giou_1: 0.3391 loss_ce_2: 0.2631 loss_bbox_2: 0.1828 loss_giou_2: 0.3124 loss_ce_3: 0.2335 loss_bbox_3: 0.1771 loss_giou_3: 0.3069 loss_ce_4: 0.2262 loss_bbox_4: 0.1728 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:46] d2.utils.events INFO: eta: 3:10:32 iter: 409399 total_loss: 4.972 loss_ce: 0.209 loss_bbox: 0.1597 loss_giou: 0.3151 loss_ce_0: 0.4331 loss_bbox_0: 0.2757 loss_giou_0: 0.4857 loss_ce_1: 0.3234 loss_bbox_1: 0.1866 loss_giou_1: 0.3577 loss_ce_2: 0.2616 loss_bbox_2: 0.1747 loss_giou_2: 0.3379 loss_ce_3: 0.2307 loss_bbox_3: 0.1686 loss_giou_3: 0.3308 loss_ce_4: 0.2168 loss_bbox_4: 0.1654 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:52] d2.utils.events INFO: eta: 3:10:24 iter: 409419 total_loss: 4.744 loss_ce: 0.1997 loss_bbox: 0.1563 loss_giou: 0.3034 loss_ce_0: 0.4412 loss_bbox_0: 0.2696 loss_giou_0: 0.4678 loss_ce_1: 0.3178 loss_bbox_1: 0.1892 loss_giou_1: 0.3524 loss_ce_2: 0.2664 loss_bbox_2: 0.1707 loss_giou_2: 0.3166 loss_ce_3: 0.2229 loss_bbox_3: 0.168 loss_giou_3: 0.3101 loss_ce_4: 0.2091 loss_bbox_4: 0.1596 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0331 lr: 2.5e-06 max_mem: 5427M [11/03 22:38:58] d2.utils.events INFO: eta: 3:10:20 iter: 409439 total_loss: 4.612 loss_ce: 0.213 loss_bbox: 0.1491 loss_giou: 0.2877 loss_ce_0: 0.4232 loss_bbox_0: 0.2534 loss_giou_0: 0.447 loss_ce_1: 0.3227 loss_bbox_1: 0.1823 loss_giou_1: 0.3285 loss_ce_2: 0.2561 loss_bbox_2: 0.167 loss_giou_2: 0.3032 loss_ce_3: 0.2265 loss_bbox_3: 0.1604 loss_giou_3: 0.297 loss_ce_4: 0.2141 loss_bbox_4: 0.1532 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:03] d2.utils.events INFO: eta: 3:10:17 iter: 409459 total_loss: 4.741 loss_ce: 0.1997 loss_bbox: 0.1572 loss_giou: 0.2994 loss_ce_0: 0.4248 loss_bbox_0: 0.2604 loss_giou_0: 0.4696 loss_ce_1: 0.306 loss_bbox_1: 0.1856 loss_giou_1: 0.3449 loss_ce_2: 0.2548 loss_bbox_2: 0.1689 loss_giou_2: 0.3269 loss_ce_3: 0.2222 loss_bbox_3: 0.1647 loss_giou_3: 0.3154 loss_ce_4: 0.2113 loss_bbox_4: 0.1596 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0215 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:09] d2.utils.events INFO: eta: 3:10:12 iter: 409479 total_loss: 4.847 loss_ce: 0.2045 loss_bbox: 0.1614 loss_giou: 0.311 loss_ce_0: 0.4301 loss_bbox_0: 0.2673 loss_giou_0: 0.4553 loss_ce_1: 0.3116 loss_bbox_1: 0.1901 loss_giou_1: 0.354 loss_ce_2: 0.2589 loss_bbox_2: 0.1726 loss_giou_2: 0.3253 loss_ce_3: 0.2296 loss_bbox_3: 0.1662 loss_giou_3: 0.3156 loss_ce_4: 0.2161 loss_bbox_4: 0.1641 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:15] d2.utils.events INFO: eta: 3:10:06 iter: 409499 total_loss: 4.815 loss_ce: 0.1931 loss_bbox: 0.1569 loss_giou: 0.3152 loss_ce_0: 0.4295 loss_bbox_0: 0.261 loss_giou_0: 0.5002 loss_ce_1: 0.3214 loss_bbox_1: 0.1811 loss_giou_1: 0.3673 loss_ce_2: 0.2597 loss_bbox_2: 0.1686 loss_giou_2: 0.3296 loss_ce_3: 0.2237 loss_bbox_3: 0.1622 loss_giou_3: 0.3229 loss_ce_4: 0.206 loss_bbox_4: 0.1575 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:21] d2.utils.events INFO: eta: 3:10:00 iter: 409519 total_loss: 4.69 loss_ce: 0.1993 loss_bbox: 0.1598 loss_giou: 0.2951 loss_ce_0: 0.4264 loss_bbox_0: 0.2608 loss_giou_0: 0.4731 loss_ce_1: 0.3046 loss_bbox_1: 0.1886 loss_giou_1: 0.3388 loss_ce_2: 0.2453 loss_bbox_2: 0.1689 loss_giou_2: 0.3088 loss_ce_3: 0.2101 loss_bbox_3: 0.1679 loss_giou_3: 0.3002 loss_ce_4: 0.2022 loss_bbox_4: 0.1628 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:26] d2.utils.events INFO: eta: 3:09:53 iter: 409539 total_loss: 4.97 loss_ce: 0.2018 loss_bbox: 0.1602 loss_giou: 0.3089 loss_ce_0: 0.4396 loss_bbox_0: 0.2567 loss_giou_0: 0.494 loss_ce_1: 0.3214 loss_bbox_1: 0.1832 loss_giou_1: 0.3507 loss_ce_2: 0.2521 loss_bbox_2: 0.1651 loss_giou_2: 0.3212 loss_ce_3: 0.2169 loss_bbox_3: 0.1583 loss_giou_3: 0.3171 loss_ce_4: 0.2018 loss_bbox_4: 0.1612 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:32] d2.utils.events INFO: eta: 3:09:45 iter: 409559 total_loss: 4.712 loss_ce: 0.2033 loss_bbox: 0.1664 loss_giou: 0.2949 loss_ce_0: 0.4366 loss_bbox_0: 0.274 loss_giou_0: 0.4646 loss_ce_1: 0.3254 loss_bbox_1: 0.1901 loss_giou_1: 0.3349 loss_ce_2: 0.27 loss_bbox_2: 0.174 loss_giou_2: 0.3078 loss_ce_3: 0.2205 loss_bbox_3: 0.1712 loss_giou_3: 0.3001 loss_ce_4: 0.2106 loss_bbox_4: 0.1658 loss_giou_4: 0.2917 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:38] d2.utils.events INFO: eta: 3:09:42 iter: 409579 total_loss: 4.589 loss_ce: 0.1779 loss_bbox: 0.1496 loss_giou: 0.3045 loss_ce_0: 0.4147 loss_bbox_0: 0.2499 loss_giou_0: 0.4562 loss_ce_1: 0.2963 loss_bbox_1: 0.1738 loss_giou_1: 0.3419 loss_ce_2: 0.2395 loss_bbox_2: 0.1595 loss_giou_2: 0.3177 loss_ce_3: 0.1982 loss_bbox_3: 0.1537 loss_giou_3: 0.3088 loss_ce_4: 0.1787 loss_bbox_4: 0.1525 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:43] d2.utils.events INFO: eta: 3:09:36 iter: 409599 total_loss: 4.724 loss_ce: 0.2015 loss_bbox: 0.153 loss_giou: 0.2868 loss_ce_0: 0.4531 loss_bbox_0: 0.2609 loss_giou_0: 0.4377 loss_ce_1: 0.3218 loss_bbox_1: 0.1754 loss_giou_1: 0.3193 loss_ce_2: 0.2601 loss_bbox_2: 0.1576 loss_giou_2: 0.2938 loss_ce_3: 0.2238 loss_bbox_3: 0.1614 loss_giou_3: 0.2864 loss_ce_4: 0.2136 loss_bbox_4: 0.156 loss_giou_4: 0.2833 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:49] d2.utils.events INFO: eta: 3:09:30 iter: 409619 total_loss: 4.581 loss_ce: 0.1924 loss_bbox: 0.1551 loss_giou: 0.2926 loss_ce_0: 0.4153 loss_bbox_0: 0.2648 loss_giou_0: 0.4501 loss_ce_1: 0.3014 loss_bbox_1: 0.1841 loss_giou_1: 0.3405 loss_ce_2: 0.2388 loss_bbox_2: 0.1665 loss_giou_2: 0.3093 loss_ce_3: 0.2102 loss_bbox_3: 0.1637 loss_giou_3: 0.3006 loss_ce_4: 0.1913 loss_bbox_4: 0.1534 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:39:55] d2.utils.events INFO: eta: 3:09:26 iter: 409639 total_loss: 4.81 loss_ce: 0.2052 loss_bbox: 0.1659 loss_giou: 0.2827 loss_ce_0: 0.4131 loss_bbox_0: 0.2789 loss_giou_0: 0.464 loss_ce_1: 0.2929 loss_bbox_1: 0.1916 loss_giou_1: 0.3329 loss_ce_2: 0.2392 loss_bbox_2: 0.1722 loss_giou_2: 0.3024 loss_ce_3: 0.2166 loss_bbox_3: 0.1698 loss_giou_3: 0.2881 loss_ce_4: 0.2145 loss_bbox_4: 0.1688 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:00] d2.utils.events INFO: eta: 3:09:18 iter: 409659 total_loss: 4.876 loss_ce: 0.2113 loss_bbox: 0.1655 loss_giou: 0.3123 loss_ce_0: 0.434 loss_bbox_0: 0.271 loss_giou_0: 0.4556 loss_ce_1: 0.3196 loss_bbox_1: 0.1865 loss_giou_1: 0.342 loss_ce_2: 0.2631 loss_bbox_2: 0.1768 loss_giou_2: 0.3244 loss_ce_3: 0.2254 loss_bbox_3: 0.1695 loss_giou_3: 0.3156 loss_ce_4: 0.2139 loss_bbox_4: 0.1684 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:06] d2.utils.events INFO: eta: 3:09:15 iter: 409679 total_loss: 4.891 loss_ce: 0.2087 loss_bbox: 0.1581 loss_giou: 0.3129 loss_ce_0: 0.4359 loss_bbox_0: 0.2625 loss_giou_0: 0.4928 loss_ce_1: 0.3218 loss_bbox_1: 0.1797 loss_giou_1: 0.3721 loss_ce_2: 0.2608 loss_bbox_2: 0.1656 loss_giou_2: 0.3363 loss_ce_3: 0.2255 loss_bbox_3: 0.1623 loss_giou_3: 0.326 loss_ce_4: 0.2118 loss_bbox_4: 0.1579 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0202 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:12] d2.utils.events INFO: eta: 3:09:09 iter: 409699 total_loss: 4.679 loss_ce: 0.2147 loss_bbox: 0.1524 loss_giou: 0.2995 loss_ce_0: 0.4308 loss_bbox_0: 0.2593 loss_giou_0: 0.4494 loss_ce_1: 0.3174 loss_bbox_1: 0.1749 loss_giou_1: 0.3351 loss_ce_2: 0.2606 loss_bbox_2: 0.1597 loss_giou_2: 0.3145 loss_ce_3: 0.2216 loss_bbox_3: 0.1566 loss_giou_3: 0.3049 loss_ce_4: 0.2176 loss_bbox_4: 0.1534 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:17] d2.utils.events INFO: eta: 3:09:03 iter: 409719 total_loss: 4.755 loss_ce: 0.203 loss_bbox: 0.1509 loss_giou: 0.2908 loss_ce_0: 0.415 loss_bbox_0: 0.2678 loss_giou_0: 0.4568 loss_ce_1: 0.3164 loss_bbox_1: 0.1826 loss_giou_1: 0.3395 loss_ce_2: 0.2541 loss_bbox_2: 0.1644 loss_giou_2: 0.3144 loss_ce_3: 0.2161 loss_bbox_3: 0.1601 loss_giou_3: 0.3022 loss_ce_4: 0.2103 loss_bbox_4: 0.1519 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0204 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:23] d2.utils.events INFO: eta: 3:08:57 iter: 409739 total_loss: 4.635 loss_ce: 0.1907 loss_bbox: 0.1555 loss_giou: 0.2953 loss_ce_0: 0.4194 loss_bbox_0: 0.262 loss_giou_0: 0.4361 loss_ce_1: 0.3031 loss_bbox_1: 0.1813 loss_giou_1: 0.3257 loss_ce_2: 0.251 loss_bbox_2: 0.1652 loss_giou_2: 0.3066 loss_ce_3: 0.2067 loss_bbox_3: 0.1624 loss_giou_3: 0.3002 loss_ce_4: 0.192 loss_bbox_4: 0.1572 loss_giou_4: 0.2969 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:29] d2.utils.events INFO: eta: 3:08:51 iter: 409759 total_loss: 4.634 loss_ce: 0.1923 loss_bbox: 0.1384 loss_giou: 0.3035 loss_ce_0: 0.4159 loss_bbox_0: 0.2484 loss_giou_0: 0.4763 loss_ce_1: 0.3093 loss_bbox_1: 0.1648 loss_giou_1: 0.3568 loss_ce_2: 0.242 loss_bbox_2: 0.148 loss_giou_2: 0.3276 loss_ce_3: 0.2068 loss_bbox_3: 0.1453 loss_giou_3: 0.319 loss_ce_4: 0.1931 loss_bbox_4: 0.1385 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:34] d2.utils.events INFO: eta: 3:08:45 iter: 409779 total_loss: 4.491 loss_ce: 0.1826 loss_bbox: 0.143 loss_giou: 0.2895 loss_ce_0: 0.4167 loss_bbox_0: 0.2499 loss_giou_0: 0.4607 loss_ce_1: 0.29 loss_bbox_1: 0.1684 loss_giou_1: 0.3241 loss_ce_2: 0.2361 loss_bbox_2: 0.1523 loss_giou_2: 0.307 loss_ce_3: 0.1918 loss_bbox_3: 0.1463 loss_giou_3: 0.2974 loss_ce_4: 0.1858 loss_bbox_4: 0.1428 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:40] d2.utils.events INFO: eta: 3:08:36 iter: 409799 total_loss: 4.833 loss_ce: 0.215 loss_bbox: 0.1586 loss_giou: 0.3184 loss_ce_0: 0.4367 loss_bbox_0: 0.2699 loss_giou_0: 0.4874 loss_ce_1: 0.3241 loss_bbox_1: 0.1844 loss_giou_1: 0.366 loss_ce_2: 0.2603 loss_bbox_2: 0.1665 loss_giou_2: 0.3384 loss_ce_3: 0.2293 loss_bbox_3: 0.1639 loss_giou_3: 0.3228 loss_ce_4: 0.2187 loss_bbox_4: 0.1602 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:46] d2.utils.events INFO: eta: 3:08:31 iter: 409819 total_loss: 4.804 loss_ce: 0.2121 loss_bbox: 0.1506 loss_giou: 0.3177 loss_ce_0: 0.4189 loss_bbox_0: 0.2513 loss_giou_0: 0.4816 loss_ce_1: 0.3055 loss_bbox_1: 0.1758 loss_giou_1: 0.3615 loss_ce_2: 0.2583 loss_bbox_2: 0.1578 loss_giou_2: 0.3349 loss_ce_3: 0.2261 loss_bbox_3: 0.1577 loss_giou_3: 0.3255 loss_ce_4: 0.2125 loss_bbox_4: 0.1516 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:51] d2.utils.events INFO: eta: 3:08:26 iter: 409839 total_loss: 4.695 loss_ce: 0.2008 loss_bbox: 0.1443 loss_giou: 0.2938 loss_ce_0: 0.4229 loss_bbox_0: 0.2563 loss_giou_0: 0.4458 loss_ce_1: 0.2909 loss_bbox_1: 0.1747 loss_giou_1: 0.3348 loss_ce_2: 0.232 loss_bbox_2: 0.1615 loss_giou_2: 0.3075 loss_ce_3: 0.214 loss_bbox_3: 0.152 loss_giou_3: 0.2984 loss_ce_4: 0.2029 loss_bbox_4: 0.1472 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 22:40:57] d2.utils.events INFO: eta: 3:08:23 iter: 409859 total_loss: 5.028 loss_ce: 0.2126 loss_bbox: 0.1598 loss_giou: 0.3129 loss_ce_0: 0.4406 loss_bbox_0: 0.2603 loss_giou_0: 0.4773 loss_ce_1: 0.3281 loss_bbox_1: 0.187 loss_giou_1: 0.349 loss_ce_2: 0.2583 loss_bbox_2: 0.1681 loss_giou_2: 0.3262 loss_ce_3: 0.2222 loss_bbox_3: 0.1651 loss_giou_3: 0.3234 loss_ce_4: 0.2119 loss_bbox_4: 0.1612 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:03] d2.utils.events INFO: eta: 3:08:17 iter: 409879 total_loss: 5.042 loss_ce: 0.2164 loss_bbox: 0.1706 loss_giou: 0.3108 loss_ce_0: 0.4314 loss_bbox_0: 0.2688 loss_giou_0: 0.4887 loss_ce_1: 0.3241 loss_bbox_1: 0.1958 loss_giou_1: 0.3553 loss_ce_2: 0.2645 loss_bbox_2: 0.1833 loss_giou_2: 0.3332 loss_ce_3: 0.2349 loss_bbox_3: 0.1725 loss_giou_3: 0.3186 loss_ce_4: 0.2176 loss_bbox_4: 0.1668 loss_giou_4: 0.3172 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:09] d2.utils.events INFO: eta: 3:08:12 iter: 409899 total_loss: 4.789 loss_ce: 0.1974 loss_bbox: 0.157 loss_giou: 0.2999 loss_ce_0: 0.4221 loss_bbox_0: 0.2735 loss_giou_0: 0.4575 loss_ce_1: 0.3085 loss_bbox_1: 0.1844 loss_giou_1: 0.3343 loss_ce_2: 0.2489 loss_bbox_2: 0.17 loss_giou_2: 0.313 loss_ce_3: 0.2178 loss_bbox_3: 0.1642 loss_giou_3: 0.3058 loss_ce_4: 0.1958 loss_bbox_4: 0.1605 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:14] d2.utils.events INFO: eta: 3:08:06 iter: 409919 total_loss: 4.714 loss_ce: 0.204 loss_bbox: 0.1513 loss_giou: 0.3012 loss_ce_0: 0.4116 loss_bbox_0: 0.2574 loss_giou_0: 0.4633 loss_ce_1: 0.3055 loss_bbox_1: 0.1765 loss_giou_1: 0.3362 loss_ce_2: 0.251 loss_bbox_2: 0.1611 loss_giou_2: 0.3161 loss_ce_3: 0.2245 loss_bbox_3: 0.1558 loss_giou_3: 0.3075 loss_ce_4: 0.208 loss_bbox_4: 0.1506 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:20] d2.utils.events INFO: eta: 3:07:59 iter: 409939 total_loss: 4.898 loss_ce: 0.2083 loss_bbox: 0.1569 loss_giou: 0.301 loss_ce_0: 0.4252 loss_bbox_0: 0.2589 loss_giou_0: 0.4629 loss_ce_1: 0.3154 loss_bbox_1: 0.1789 loss_giou_1: 0.342 loss_ce_2: 0.2595 loss_bbox_2: 0.1652 loss_giou_2: 0.3155 loss_ce_3: 0.2302 loss_bbox_3: 0.161 loss_giou_3: 0.3093 loss_ce_4: 0.2124 loss_bbox_4: 0.1599 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:26] d2.utils.events INFO: eta: 3:07:45 iter: 409959 total_loss: 5 loss_ce: 0.2147 loss_bbox: 0.1591 loss_giou: 0.3141 loss_ce_0: 0.439 loss_bbox_0: 0.2641 loss_giou_0: 0.5089 loss_ce_1: 0.3111 loss_bbox_1: 0.1937 loss_giou_1: 0.3713 loss_ce_2: 0.2509 loss_bbox_2: 0.1757 loss_giou_2: 0.3369 loss_ce_3: 0.2308 loss_bbox_3: 0.1685 loss_giou_3: 0.3316 loss_ce_4: 0.2202 loss_bbox_4: 0.1655 loss_giou_4: 0.3239 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:31] d2.utils.events INFO: eta: 3:07:40 iter: 409979 total_loss: 5.034 loss_ce: 0.2189 loss_bbox: 0.1526 loss_giou: 0.3178 loss_ce_0: 0.4391 loss_bbox_0: 0.2677 loss_giou_0: 0.4884 loss_ce_1: 0.3282 loss_bbox_1: 0.18 loss_giou_1: 0.3686 loss_ce_2: 0.2695 loss_bbox_2: 0.166 loss_giou_2: 0.3333 loss_ce_3: 0.24 loss_bbox_3: 0.1628 loss_giou_3: 0.33 loss_ce_4: 0.2244 loss_bbox_4: 0.1605 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:37] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0409999.pth [11/03 22:41:39] d2.utils.events INFO: eta: 3:07:36 iter: 409999 total_loss: 4.938 loss_ce: 0.2061 loss_bbox: 0.1613 loss_giou: 0.3237 loss_ce_0: 0.4269 loss_bbox_0: 0.2686 loss_giou_0: 0.4993 loss_ce_1: 0.3164 loss_bbox_1: 0.1883 loss_giou_1: 0.3649 loss_ce_2: 0.2422 loss_bbox_2: 0.1742 loss_giou_2: 0.3348 loss_ce_3: 0.2247 loss_bbox_3: 0.166 loss_giou_3: 0.3279 loss_ce_4: 0.2111 loss_bbox_4: 0.1645 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:45] d2.utils.events INFO: eta: 3:07:31 iter: 410019 total_loss: 4.887 loss_ce: 0.2069 loss_bbox: 0.1547 loss_giou: 0.3107 loss_ce_0: 0.4281 loss_bbox_0: 0.2657 loss_giou_0: 0.4805 loss_ce_1: 0.3204 loss_bbox_1: 0.1895 loss_giou_1: 0.3561 loss_ce_2: 0.2599 loss_bbox_2: 0.1709 loss_giou_2: 0.3299 loss_ce_3: 0.2302 loss_bbox_3: 0.1685 loss_giou_3: 0.3211 loss_ce_4: 0.2135 loss_bbox_4: 0.1602 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:51] d2.utils.events INFO: eta: 3:07:24 iter: 410039 total_loss: 4.324 loss_ce: 0.1786 loss_bbox: 0.1505 loss_giou: 0.2836 loss_ce_0: 0.4114 loss_bbox_0: 0.2645 loss_giou_0: 0.4425 loss_ce_1: 0.3069 loss_bbox_1: 0.1744 loss_giou_1: 0.3174 loss_ce_2: 0.237 loss_bbox_2: 0.1624 loss_giou_2: 0.3002 loss_ce_3: 0.2033 loss_bbox_3: 0.1541 loss_giou_3: 0.2905 loss_ce_4: 0.1865 loss_bbox_4: 0.1502 loss_giou_4: 0.2839 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 22:41:56] d2.utils.events INFO: eta: 3:07:18 iter: 410059 total_loss: 4.612 loss_ce: 0.1979 loss_bbox: 0.1517 loss_giou: 0.2979 loss_ce_0: 0.4337 loss_bbox_0: 0.2603 loss_giou_0: 0.4674 loss_ce_1: 0.3227 loss_bbox_1: 0.1776 loss_giou_1: 0.3456 loss_ce_2: 0.2493 loss_bbox_2: 0.1612 loss_giou_2: 0.3166 loss_ce_3: 0.219 loss_bbox_3: 0.1537 loss_giou_3: 0.3067 loss_ce_4: 0.2065 loss_bbox_4: 0.1544 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:02] d2.utils.events INFO: eta: 3:07:11 iter: 410079 total_loss: 4.709 loss_ce: 0.2025 loss_bbox: 0.1664 loss_giou: 0.2965 loss_ce_0: 0.4267 loss_bbox_0: 0.2687 loss_giou_0: 0.4678 loss_ce_1: 0.3072 loss_bbox_1: 0.1963 loss_giou_1: 0.3359 loss_ce_2: 0.2494 loss_bbox_2: 0.1751 loss_giou_2: 0.3186 loss_ce_3: 0.2201 loss_bbox_3: 0.1712 loss_giou_3: 0.3115 loss_ce_4: 0.2044 loss_bbox_4: 0.1709 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:08] d2.utils.events INFO: eta: 3:07:06 iter: 410099 total_loss: 4.694 loss_ce: 0.1925 loss_bbox: 0.1468 loss_giou: 0.2991 loss_ce_0: 0.4107 loss_bbox_0: 0.2588 loss_giou_0: 0.4543 loss_ce_1: 0.2995 loss_bbox_1: 0.177 loss_giou_1: 0.3382 loss_ce_2: 0.2499 loss_bbox_2: 0.1551 loss_giou_2: 0.3112 loss_ce_3: 0.2189 loss_bbox_3: 0.1498 loss_giou_3: 0.3028 loss_ce_4: 0.1989 loss_bbox_4: 0.1511 loss_giou_4: 0.2983 time: 0.2800 data_time: 0.0194 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:13] d2.utils.events INFO: eta: 3:06:59 iter: 410119 total_loss: 4.448 loss_ce: 0.1745 loss_bbox: 0.1477 loss_giou: 0.2767 loss_ce_0: 0.4102 loss_bbox_0: 0.2473 loss_giou_0: 0.4121 loss_ce_1: 0.3026 loss_bbox_1: 0.181 loss_giou_1: 0.3147 loss_ce_2: 0.2336 loss_bbox_2: 0.1637 loss_giou_2: 0.2912 loss_ce_3: 0.1999 loss_bbox_3: 0.1533 loss_giou_3: 0.2816 loss_ce_4: 0.1849 loss_bbox_4: 0.1483 loss_giou_4: 0.2803 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:19] d2.utils.events INFO: eta: 3:06:53 iter: 410139 total_loss: 4.661 loss_ce: 0.1934 loss_bbox: 0.1578 loss_giou: 0.2916 loss_ce_0: 0.4183 loss_bbox_0: 0.2739 loss_giou_0: 0.4657 loss_ce_1: 0.311 loss_bbox_1: 0.1862 loss_giou_1: 0.3402 loss_ce_2: 0.2488 loss_bbox_2: 0.1654 loss_giou_2: 0.3075 loss_ce_3: 0.215 loss_bbox_3: 0.1626 loss_giou_3: 0.2974 loss_ce_4: 0.2037 loss_bbox_4: 0.1597 loss_giou_4: 0.2914 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:25] d2.utils.events INFO: eta: 3:06:51 iter: 410159 total_loss: 4.501 loss_ce: 0.1958 loss_bbox: 0.1415 loss_giou: 0.2888 loss_ce_0: 0.4114 loss_bbox_0: 0.2535 loss_giou_0: 0.4542 loss_ce_1: 0.3013 loss_bbox_1: 0.1638 loss_giou_1: 0.3301 loss_ce_2: 0.2403 loss_bbox_2: 0.1515 loss_giou_2: 0.3084 loss_ce_3: 0.2067 loss_bbox_3: 0.1463 loss_giou_3: 0.2948 loss_ce_4: 0.1955 loss_bbox_4: 0.1438 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:30] d2.utils.events INFO: eta: 3:06:51 iter: 410179 total_loss: 4.868 loss_ce: 0.212 loss_bbox: 0.169 loss_giou: 0.304 loss_ce_0: 0.4403 loss_bbox_0: 0.269 loss_giou_0: 0.4593 loss_ce_1: 0.3243 loss_bbox_1: 0.1984 loss_giou_1: 0.3476 loss_ce_2: 0.2656 loss_bbox_2: 0.1815 loss_giou_2: 0.3211 loss_ce_3: 0.2357 loss_bbox_3: 0.1749 loss_giou_3: 0.3158 loss_ce_4: 0.2255 loss_bbox_4: 0.1732 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:36] d2.utils.events INFO: eta: 3:06:46 iter: 410199 total_loss: 5.107 loss_ce: 0.2195 loss_bbox: 0.1493 loss_giou: 0.3121 loss_ce_0: 0.4549 loss_bbox_0: 0.2646 loss_giou_0: 0.4709 loss_ce_1: 0.3351 loss_bbox_1: 0.1745 loss_giou_1: 0.3482 loss_ce_2: 0.2745 loss_bbox_2: 0.1621 loss_giou_2: 0.3275 loss_ce_3: 0.2424 loss_bbox_3: 0.1521 loss_giou_3: 0.3187 loss_ce_4: 0.2184 loss_bbox_4: 0.1502 loss_giou_4: 0.3139 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:42] d2.utils.events INFO: eta: 3:06:42 iter: 410219 total_loss: 4.529 loss_ce: 0.1975 loss_bbox: 0.1579 loss_giou: 0.2904 loss_ce_0: 0.4277 loss_bbox_0: 0.2517 loss_giou_0: 0.4482 loss_ce_1: 0.299 loss_bbox_1: 0.1755 loss_giou_1: 0.3244 loss_ce_2: 0.2481 loss_bbox_2: 0.164 loss_giou_2: 0.3053 loss_ce_3: 0.2144 loss_bbox_3: 0.1629 loss_giou_3: 0.3073 loss_ce_4: 0.1992 loss_bbox_4: 0.1588 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0322 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:48] d2.utils.events INFO: eta: 3:06:36 iter: 410239 total_loss: 4.795 loss_ce: 0.2088 loss_bbox: 0.1544 loss_giou: 0.3106 loss_ce_0: 0.427 loss_bbox_0: 0.267 loss_giou_0: 0.4931 loss_ce_1: 0.3172 loss_bbox_1: 0.1805 loss_giou_1: 0.3574 loss_ce_2: 0.2495 loss_bbox_2: 0.1675 loss_giou_2: 0.3276 loss_ce_3: 0.222 loss_bbox_3: 0.1621 loss_giou_3: 0.3147 loss_ce_4: 0.2116 loss_bbox_4: 0.1572 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:53] d2.utils.events INFO: eta: 3:06:24 iter: 410259 total_loss: 4.723 loss_ce: 0.2086 loss_bbox: 0.1595 loss_giou: 0.2892 loss_ce_0: 0.4121 loss_bbox_0: 0.2518 loss_giou_0: 0.4452 loss_ce_1: 0.3154 loss_bbox_1: 0.1923 loss_giou_1: 0.3362 loss_ce_2: 0.2503 loss_bbox_2: 0.1737 loss_giou_2: 0.3112 loss_ce_3: 0.2242 loss_bbox_3: 0.1654 loss_giou_3: 0.3011 loss_ce_4: 0.2113 loss_bbox_4: 0.164 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0213 lr: 2.5e-06 max_mem: 5427M [11/03 22:42:59] d2.utils.events INFO: eta: 3:06:18 iter: 410279 total_loss: 4.602 loss_ce: 0.1824 loss_bbox: 0.155 loss_giou: 0.3002 loss_ce_0: 0.4176 loss_bbox_0: 0.2525 loss_giou_0: 0.4738 loss_ce_1: 0.2911 loss_bbox_1: 0.1885 loss_giou_1: 0.3604 loss_ce_2: 0.2397 loss_bbox_2: 0.1701 loss_giou_2: 0.3213 loss_ce_3: 0.2055 loss_bbox_3: 0.1635 loss_giou_3: 0.3075 loss_ce_4: 0.1942 loss_bbox_4: 0.1603 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:05] d2.utils.events INFO: eta: 3:06:11 iter: 410299 total_loss: 4.914 loss_ce: 0.2053 loss_bbox: 0.1455 loss_giou: 0.3085 loss_ce_0: 0.4155 loss_bbox_0: 0.261 loss_giou_0: 0.4743 loss_ce_1: 0.3011 loss_bbox_1: 0.1803 loss_giou_1: 0.3524 loss_ce_2: 0.2465 loss_bbox_2: 0.1613 loss_giou_2: 0.3289 loss_ce_3: 0.2258 loss_bbox_3: 0.1531 loss_giou_3: 0.3132 loss_ce_4: 0.2146 loss_bbox_4: 0.1468 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:10] d2.utils.events INFO: eta: 3:06:03 iter: 410319 total_loss: 4.708 loss_ce: 0.1991 loss_bbox: 0.15 loss_giou: 0.2961 loss_ce_0: 0.4383 loss_bbox_0: 0.2523 loss_giou_0: 0.4967 loss_ce_1: 0.3062 loss_bbox_1: 0.1707 loss_giou_1: 0.3561 loss_ce_2: 0.246 loss_bbox_2: 0.1611 loss_giou_2: 0.3254 loss_ce_3: 0.2221 loss_bbox_3: 0.1549 loss_giou_3: 0.3081 loss_ce_4: 0.205 loss_bbox_4: 0.1507 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:16] d2.utils.events INFO: eta: 3:05:56 iter: 410339 total_loss: 4.618 loss_ce: 0.2024 loss_bbox: 0.1576 loss_giou: 0.2916 loss_ce_0: 0.4182 loss_bbox_0: 0.2733 loss_giou_0: 0.45 loss_ce_1: 0.3077 loss_bbox_1: 0.1878 loss_giou_1: 0.334 loss_ce_2: 0.2463 loss_bbox_2: 0.1699 loss_giou_2: 0.3032 loss_ce_3: 0.2131 loss_bbox_3: 0.1624 loss_giou_3: 0.3005 loss_ce_4: 0.205 loss_bbox_4: 0.1575 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:22] d2.utils.events INFO: eta: 3:05:50 iter: 410359 total_loss: 4.769 loss_ce: 0.2129 loss_bbox: 0.1659 loss_giou: 0.3019 loss_ce_0: 0.4456 loss_bbox_0: 0.2817 loss_giou_0: 0.4703 loss_ce_1: 0.3201 loss_bbox_1: 0.1982 loss_giou_1: 0.3448 loss_ce_2: 0.2655 loss_bbox_2: 0.1778 loss_giou_2: 0.3214 loss_ce_3: 0.226 loss_bbox_3: 0.1762 loss_giou_3: 0.3122 loss_ce_4: 0.2147 loss_bbox_4: 0.1696 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:27] d2.utils.events INFO: eta: 3:05:43 iter: 410379 total_loss: 4.884 loss_ce: 0.198 loss_bbox: 0.1413 loss_giou: 0.3071 loss_ce_0: 0.4299 loss_bbox_0: 0.2555 loss_giou_0: 0.5042 loss_ce_1: 0.3072 loss_bbox_1: 0.1753 loss_giou_1: 0.3728 loss_ce_2: 0.2486 loss_bbox_2: 0.1553 loss_giou_2: 0.3388 loss_ce_3: 0.2153 loss_bbox_3: 0.1509 loss_giou_3: 0.33 loss_ce_4: 0.2013 loss_bbox_4: 0.1446 loss_giou_4: 0.323 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:33] d2.utils.events INFO: eta: 3:05:32 iter: 410399 total_loss: 4.799 loss_ce: 0.1939 loss_bbox: 0.1446 loss_giou: 0.3 loss_ce_0: 0.4418 loss_bbox_0: 0.2672 loss_giou_0: 0.4401 loss_ce_1: 0.3175 loss_bbox_1: 0.1806 loss_giou_1: 0.3427 loss_ce_2: 0.2458 loss_bbox_2: 0.1641 loss_giou_2: 0.3173 loss_ce_3: 0.2139 loss_bbox_3: 0.1568 loss_giou_3: 0.3083 loss_ce_4: 0.2039 loss_bbox_4: 0.1469 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:39] d2.utils.events INFO: eta: 3:05:26 iter: 410419 total_loss: 4.655 loss_ce: 0.1853 loss_bbox: 0.1557 loss_giou: 0.2879 loss_ce_0: 0.4296 loss_bbox_0: 0.2588 loss_giou_0: 0.4686 loss_ce_1: 0.3139 loss_bbox_1: 0.1847 loss_giou_1: 0.3389 loss_ce_2: 0.2443 loss_bbox_2: 0.1668 loss_giou_2: 0.3126 loss_ce_3: 0.2073 loss_bbox_3: 0.1643 loss_giou_3: 0.3057 loss_ce_4: 0.1872 loss_bbox_4: 0.1603 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:44] d2.utils.events INFO: eta: 3:05:20 iter: 410439 total_loss: 4.658 loss_ce: 0.2023 loss_bbox: 0.1501 loss_giou: 0.3129 loss_ce_0: 0.4154 loss_bbox_0: 0.2576 loss_giou_0: 0.4821 loss_ce_1: 0.3134 loss_bbox_1: 0.1741 loss_giou_1: 0.3437 loss_ce_2: 0.2541 loss_bbox_2: 0.1583 loss_giou_2: 0.3245 loss_ce_3: 0.2137 loss_bbox_3: 0.1535 loss_giou_3: 0.3215 loss_ce_4: 0.2037 loss_bbox_4: 0.1502 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0317 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:50] d2.utils.events INFO: eta: 3:05:16 iter: 410459 total_loss: 4.838 loss_ce: 0.2004 loss_bbox: 0.1694 loss_giou: 0.2852 loss_ce_0: 0.4304 loss_bbox_0: 0.2754 loss_giou_0: 0.4528 loss_ce_1: 0.3159 loss_bbox_1: 0.196 loss_giou_1: 0.3225 loss_ce_2: 0.2538 loss_bbox_2: 0.1762 loss_giou_2: 0.2978 loss_ce_3: 0.226 loss_bbox_3: 0.1843 loss_giou_3: 0.293 loss_ce_4: 0.2075 loss_bbox_4: 0.1744 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0187 lr: 2.5e-06 max_mem: 5427M [11/03 22:43:56] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 22:43:56] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 22:43:56] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 22:43:57] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 22:43:57] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 22:43:57] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 22:44:03] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0007 s/iter. Inference: 0.0375 s/iter. Eval: 0.0002 s/iter. Total: 0.0385 s/iter. ETA=0:00:23 [11/03 22:44:08] d2.evaluation.evaluator INFO: Inference done 104/625. Dataloading: 0.0031 s/iter. Inference: 0.0496 s/iter. Eval: 0.0005 s/iter. Total: 0.0533 s/iter. ETA=0:00:27 [11/03 22:44:14] d2.evaluation.evaluator INFO: Inference done 205/625. Dataloading: 0.0029 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0515 s/iter. ETA=0:00:21 [11/03 22:44:19] d2.evaluation.evaluator INFO: Inference done 302/625. Dataloading: 0.0029 s/iter. Inference: 0.0482 s/iter. Eval: 0.0004 s/iter. Total: 0.0516 s/iter. ETA=0:00:16 [11/03 22:44:24] d2.evaluation.evaluator INFO: Inference done 401/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0513 s/iter. ETA=0:00:11 [11/03 22:44:29] d2.evaluation.evaluator INFO: Inference done 498/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0515 s/iter. ETA=0:00:06 [11/03 22:44:34] d2.evaluation.evaluator INFO: Inference done 597/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:01 [11/03 22:44:36] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.301346 (0.052099 s / iter per device, on 8 devices) [11/03 22:44:36] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.048143 s / iter per device, on 8 devices) [11/03 22:44:47] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 22:44:47] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 22:44:50] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 22:44:54] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 22:45:09] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.75 seconds. [11/03 22:45:09] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 22:45:11] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.89 seconds. [11/03 22:45:11] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.791 | 64.089 | 48.009 | 26.886 | 47.639 | 60.776 | [11/03 22:45:11] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.645 | bicycle | 31.726 | car | 45.154 | | motorcycle | 45.719 | airplane | 69.921 | bus | 67.224 | | train | 66.638 | truck | 41.287 | boat | 27.980 | | traffic light | 28.970 | fire hydrant | 70.246 | stop sign | 69.389 | | parking meter | 46.800 | bench | 27.812 | bird | 39.385 | | cat | 74.247 | dog | 68.219 | horse | 62.269 | | sheep | 53.911 | cow | 61.767 | elephant | 67.564 | | bear | 74.064 | zebra | 68.503 | giraffe | 68.596 | | backpack | 17.272 | umbrella | 39.929 | handbag | 18.301 | | tie | 34.153 | suitcase | 44.720 | frisbee | 68.918 | | skis | 27.473 | snowboard | 44.157 | sports ball | 48.538 | | kite | 47.781 | baseball bat | 34.052 | baseball glove | 41.623 | | skateboard | 58.010 | surfboard | 40.081 | tennis racket | 50.704 | | bottle | 39.525 | wine glass | 36.542 | cup | 44.024 | | fork | 39.095 | knife | 20.617 | spoon | 20.146 | | bowl | 45.192 | banana | 25.094 | apple | 22.793 | | sandwich | 40.508 | orange | 30.830 | broccoli | 22.669 | | carrot | 22.790 | hot dog | 41.513 | pizza | 56.027 | | donut | 49.828 | cake | 38.792 | chair | 29.198 | | couch | 48.076 | potted plant | 27.472 | bed | 51.226 | | dining table | 30.577 | toilet | 63.974 | tv | 59.612 | | laptop | 62.185 | mouse | 61.263 | remote | 36.885 | | keyboard | 53.685 | cell phone | 39.426 | microwave | 64.817 | | oven | 36.808 | toaster | 39.114 | sink | 36.767 | | refrigerator | 62.031 | book | 14.632 | clock | 50.516 | | vase | 40.851 | scissors | 39.724 | teddy bear | 48.527 | | hair drier | 5.023 | toothbrush | 36.164 | | | [11/03 22:45:12] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 22:45:12] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 22:45:12] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 22:45:12] d2.evaluation.testing INFO: copypaste: 44.7910,64.0895,48.0087,26.8864,47.6394,60.7756 [11/03 22:45:12] d2.utils.events INFO: eta: 3:05:11 iter: 410479 total_loss: 4.762 loss_ce: 0.2035 loss_bbox: 0.1494 loss_giou: 0.3077 loss_ce_0: 0.4236 loss_bbox_0: 0.2632 loss_giou_0: 0.4535 loss_ce_1: 0.3068 loss_bbox_1: 0.1725 loss_giou_1: 0.3382 loss_ce_2: 0.2407 loss_bbox_2: 0.1543 loss_giou_2: 0.319 loss_ce_3: 0.2136 loss_bbox_3: 0.1513 loss_giou_3: 0.3188 loss_ce_4: 0.2027 loss_bbox_4: 0.1496 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:45:18] d2.utils.events INFO: eta: 3:05:04 iter: 410499 total_loss: 4.614 loss_ce: 0.1963 loss_bbox: 0.1464 loss_giou: 0.3008 loss_ce_0: 0.4167 loss_bbox_0: 0.2579 loss_giou_0: 0.443 loss_ce_1: 0.307 loss_bbox_1: 0.1815 loss_giou_1: 0.3418 loss_ce_2: 0.2382 loss_bbox_2: 0.1623 loss_giou_2: 0.3207 loss_ce_3: 0.212 loss_bbox_3: 0.1556 loss_giou_3: 0.3068 loss_ce_4: 0.1991 loss_bbox_4: 0.1553 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0328 lr: 2.5e-06 max_mem: 5427M [11/03 22:45:24] d2.utils.events INFO: eta: 3:04:59 iter: 410519 total_loss: 4.831 loss_ce: 0.2136 loss_bbox: 0.152 loss_giou: 0.2975 loss_ce_0: 0.4327 loss_bbox_0: 0.2561 loss_giou_0: 0.4652 loss_ce_1: 0.3278 loss_bbox_1: 0.1719 loss_giou_1: 0.3247 loss_ce_2: 0.2652 loss_bbox_2: 0.1644 loss_giou_2: 0.3118 loss_ce_3: 0.2273 loss_bbox_3: 0.1602 loss_giou_3: 0.3035 loss_ce_4: 0.2157 loss_bbox_4: 0.1574 loss_giou_4: 0.2974 time: 0.2800 data_time: 0.0325 lr: 2.5e-06 max_mem: 5427M [11/03 22:45:30] d2.utils.events INFO: eta: 3:04:52 iter: 410539 total_loss: 4.911 loss_ce: 0.1993 loss_bbox: 0.1637 loss_giou: 0.3008 loss_ce_0: 0.425 loss_bbox_0: 0.267 loss_giou_0: 0.4568 loss_ce_1: 0.3106 loss_bbox_1: 0.1915 loss_giou_1: 0.3445 loss_ce_2: 0.2541 loss_bbox_2: 0.1721 loss_giou_2: 0.3252 loss_ce_3: 0.2223 loss_bbox_3: 0.1662 loss_giou_3: 0.3087 loss_ce_4: 0.2054 loss_bbox_4: 0.1678 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0214 lr: 2.5e-06 max_mem: 5427M [11/03 22:45:35] d2.utils.events INFO: eta: 3:04:46 iter: 410559 total_loss: 4.847 loss_ce: 0.2032 loss_bbox: 0.152 loss_giou: 0.3029 loss_ce_0: 0.4279 loss_bbox_0: 0.2564 loss_giou_0: 0.46 loss_ce_1: 0.3149 loss_bbox_1: 0.1868 loss_giou_1: 0.3615 loss_ce_2: 0.2503 loss_bbox_2: 0.1687 loss_giou_2: 0.3233 loss_ce_3: 0.2265 loss_bbox_3: 0.1563 loss_giou_3: 0.309 loss_ce_4: 0.2066 loss_bbox_4: 0.1559 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0218 lr: 2.5e-06 max_mem: 5427M [11/03 22:45:41] d2.utils.events INFO: eta: 3:04:40 iter: 410579 total_loss: 4.848 loss_ce: 0.2274 loss_bbox: 0.155 loss_giou: 0.3015 loss_ce_0: 0.4479 loss_bbox_0: 0.2632 loss_giou_0: 0.474 loss_ce_1: 0.3387 loss_bbox_1: 0.1832 loss_giou_1: 0.3424 loss_ce_2: 0.2741 loss_bbox_2: 0.1668 loss_giou_2: 0.3232 loss_ce_3: 0.2484 loss_bbox_3: 0.1604 loss_giou_3: 0.3108 loss_ce_4: 0.2359 loss_bbox_4: 0.1581 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 22:45:47] d2.utils.events INFO: eta: 3:04:36 iter: 410599 total_loss: 4.743 loss_ce: 0.2026 loss_bbox: 0.1535 loss_giou: 0.2926 loss_ce_0: 0.4019 loss_bbox_0: 0.2552 loss_giou_0: 0.4513 loss_ce_1: 0.31 loss_bbox_1: 0.1782 loss_giou_1: 0.3312 loss_ce_2: 0.2417 loss_bbox_2: 0.1639 loss_giou_2: 0.3063 loss_ce_3: 0.2143 loss_bbox_3: 0.1574 loss_giou_3: 0.2992 loss_ce_4: 0.2035 loss_bbox_4: 0.1523 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:45:52] d2.utils.events INFO: eta: 3:04:35 iter: 410619 total_loss: 4.794 loss_ce: 0.2146 loss_bbox: 0.1523 loss_giou: 0.2986 loss_ce_0: 0.4178 loss_bbox_0: 0.2667 loss_giou_0: 0.4732 loss_ce_1: 0.3212 loss_bbox_1: 0.1798 loss_giou_1: 0.3512 loss_ce_2: 0.2504 loss_bbox_2: 0.1598 loss_giou_2: 0.324 loss_ce_3: 0.219 loss_bbox_3: 0.1575 loss_giou_3: 0.3107 loss_ce_4: 0.2026 loss_bbox_4: 0.1566 loss_giou_4: 0.302 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:45:58] d2.utils.events INFO: eta: 3:04:29 iter: 410639 total_loss: 4.613 loss_ce: 0.197 loss_bbox: 0.1505 loss_giou: 0.2965 loss_ce_0: 0.4166 loss_bbox_0: 0.2636 loss_giou_0: 0.4672 loss_ce_1: 0.2893 loss_bbox_1: 0.1803 loss_giou_1: 0.3393 loss_ce_2: 0.2436 loss_bbox_2: 0.1585 loss_giou_2: 0.3225 loss_ce_3: 0.212 loss_bbox_3: 0.1569 loss_giou_3: 0.3131 loss_ce_4: 0.1983 loss_bbox_4: 0.1515 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:04] d2.utils.events INFO: eta: 3:04:21 iter: 410659 total_loss: 4.91 loss_ce: 0.2073 loss_bbox: 0.1553 loss_giou: 0.2997 loss_ce_0: 0.4204 loss_bbox_0: 0.2636 loss_giou_0: 0.4666 loss_ce_1: 0.3207 loss_bbox_1: 0.1887 loss_giou_1: 0.3513 loss_ce_2: 0.2597 loss_bbox_2: 0.1688 loss_giou_2: 0.32 loss_ce_3: 0.2231 loss_bbox_3: 0.1616 loss_giou_3: 0.3151 loss_ce_4: 0.2078 loss_bbox_4: 0.156 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:09] d2.utils.events INFO: eta: 3:04:14 iter: 410679 total_loss: 4.64 loss_ce: 0.2087 loss_bbox: 0.1444 loss_giou: 0.3069 loss_ce_0: 0.426 loss_bbox_0: 0.2538 loss_giou_0: 0.4834 loss_ce_1: 0.318 loss_bbox_1: 0.167 loss_giou_1: 0.348 loss_ce_2: 0.2563 loss_bbox_2: 0.1507 loss_giou_2: 0.3224 loss_ce_3: 0.2271 loss_bbox_3: 0.1467 loss_giou_3: 0.3157 loss_ce_4: 0.2133 loss_bbox_4: 0.1476 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:15] d2.utils.events INFO: eta: 3:04:10 iter: 410699 total_loss: 4.793 loss_ce: 0.1938 loss_bbox: 0.1502 loss_giou: 0.3185 loss_ce_0: 0.4146 loss_bbox_0: 0.2573 loss_giou_0: 0.4835 loss_ce_1: 0.3069 loss_bbox_1: 0.1818 loss_giou_1: 0.3654 loss_ce_2: 0.2471 loss_bbox_2: 0.1663 loss_giou_2: 0.3349 loss_ce_3: 0.2175 loss_bbox_3: 0.157 loss_giou_3: 0.3289 loss_ce_4: 0.2022 loss_bbox_4: 0.1531 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:21] d2.utils.events INFO: eta: 3:04:04 iter: 410719 total_loss: 4.697 loss_ce: 0.2027 loss_bbox: 0.1532 loss_giou: 0.2872 loss_ce_0: 0.4333 loss_bbox_0: 0.2672 loss_giou_0: 0.4605 loss_ce_1: 0.3309 loss_bbox_1: 0.1856 loss_giou_1: 0.3359 loss_ce_2: 0.2688 loss_bbox_2: 0.1695 loss_giou_2: 0.3141 loss_ce_3: 0.2351 loss_bbox_3: 0.1598 loss_giou_3: 0.2979 loss_ce_4: 0.2091 loss_bbox_4: 0.1549 loss_giou_4: 0.2937 time: 0.2800 data_time: 0.0320 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:26] d2.utils.events INFO: eta: 3:03:59 iter: 410739 total_loss: 5.017 loss_ce: 0.2181 loss_bbox: 0.1465 loss_giou: 0.3166 loss_ce_0: 0.4242 loss_bbox_0: 0.2665 loss_giou_0: 0.5006 loss_ce_1: 0.3189 loss_bbox_1: 0.178 loss_giou_1: 0.3732 loss_ce_2: 0.2713 loss_bbox_2: 0.1615 loss_giou_2: 0.3415 loss_ce_3: 0.2422 loss_bbox_3: 0.157 loss_giou_3: 0.328 loss_ce_4: 0.2258 loss_bbox_4: 0.1526 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:32] d2.utils.events INFO: eta: 3:03:51 iter: 410759 total_loss: 4.736 loss_ce: 0.2074 loss_bbox: 0.156 loss_giou: 0.3053 loss_ce_0: 0.4211 loss_bbox_0: 0.2652 loss_giou_0: 0.4708 loss_ce_1: 0.3113 loss_bbox_1: 0.1836 loss_giou_1: 0.3412 loss_ce_2: 0.2507 loss_bbox_2: 0.1689 loss_giou_2: 0.3215 loss_ce_3: 0.2218 loss_bbox_3: 0.1618 loss_giou_3: 0.3162 loss_ce_4: 0.2172 loss_bbox_4: 0.1597 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:38] d2.utils.events INFO: eta: 3:03:46 iter: 410779 total_loss: 4.608 loss_ce: 0.1974 loss_bbox: 0.1416 loss_giou: 0.3063 loss_ce_0: 0.422 loss_bbox_0: 0.2509 loss_giou_0: 0.4546 loss_ce_1: 0.3089 loss_bbox_1: 0.172 loss_giou_1: 0.3434 loss_ce_2: 0.2491 loss_bbox_2: 0.1554 loss_giou_2: 0.3156 loss_ce_3: 0.2134 loss_bbox_3: 0.1504 loss_giou_3: 0.3089 loss_ce_4: 0.1969 loss_bbox_4: 0.14 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:43] d2.utils.events INFO: eta: 3:03:47 iter: 410799 total_loss: 4.767 loss_ce: 0.2097 loss_bbox: 0.1479 loss_giou: 0.3003 loss_ce_0: 0.4349 loss_bbox_0: 0.2661 loss_giou_0: 0.4851 loss_ce_1: 0.3268 loss_bbox_1: 0.1852 loss_giou_1: 0.3563 loss_ce_2: 0.2635 loss_bbox_2: 0.1627 loss_giou_2: 0.3307 loss_ce_3: 0.2284 loss_bbox_3: 0.1552 loss_giou_3: 0.323 loss_ce_4: 0.2132 loss_bbox_4: 0.154 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:49] d2.utils.events INFO: eta: 3:03:41 iter: 410819 total_loss: 4.883 loss_ce: 0.2128 loss_bbox: 0.1541 loss_giou: 0.3046 loss_ce_0: 0.4207 loss_bbox_0: 0.2811 loss_giou_0: 0.4814 loss_ce_1: 0.3234 loss_bbox_1: 0.1926 loss_giou_1: 0.3469 loss_ce_2: 0.2616 loss_bbox_2: 0.1732 loss_giou_2: 0.3229 loss_ce_3: 0.2316 loss_bbox_3: 0.1652 loss_giou_3: 0.322 loss_ce_4: 0.2102 loss_bbox_4: 0.1567 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 22:46:55] d2.utils.events INFO: eta: 3:03:35 iter: 410839 total_loss: 4.73 loss_ce: 0.2031 loss_bbox: 0.1617 loss_giou: 0.2926 loss_ce_0: 0.4114 loss_bbox_0: 0.2566 loss_giou_0: 0.4196 loss_ce_1: 0.3059 loss_bbox_1: 0.1921 loss_giou_1: 0.3333 loss_ce_2: 0.2472 loss_bbox_2: 0.1797 loss_giou_2: 0.3018 loss_ce_3: 0.2214 loss_bbox_3: 0.1643 loss_giou_3: 0.2972 loss_ce_4: 0.2095 loss_bbox_4: 0.1668 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:01] d2.utils.events INFO: eta: 3:03:25 iter: 410859 total_loss: 5.004 loss_ce: 0.2234 loss_bbox: 0.1522 loss_giou: 0.3138 loss_ce_0: 0.44 loss_bbox_0: 0.2553 loss_giou_0: 0.4963 loss_ce_1: 0.3411 loss_bbox_1: 0.181 loss_giou_1: 0.3632 loss_ce_2: 0.2731 loss_bbox_2: 0.163 loss_giou_2: 0.3273 loss_ce_3: 0.2414 loss_bbox_3: 0.1576 loss_giou_3: 0.3223 loss_ce_4: 0.2252 loss_bbox_4: 0.1536 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0190 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:06] d2.utils.events INFO: eta: 3:03:18 iter: 410879 total_loss: 4.658 loss_ce: 0.1941 loss_bbox: 0.1503 loss_giou: 0.2979 loss_ce_0: 0.4428 loss_bbox_0: 0.262 loss_giou_0: 0.4611 loss_ce_1: 0.3091 loss_bbox_1: 0.182 loss_giou_1: 0.3364 loss_ce_2: 0.2645 loss_bbox_2: 0.1652 loss_giou_2: 0.3089 loss_ce_3: 0.2333 loss_bbox_3: 0.1583 loss_giou_3: 0.3063 loss_ce_4: 0.2037 loss_bbox_4: 0.1526 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:12] d2.utils.events INFO: eta: 3:03:13 iter: 410899 total_loss: 5.021 loss_ce: 0.2134 loss_bbox: 0.1691 loss_giou: 0.3123 loss_ce_0: 0.4309 loss_bbox_0: 0.272 loss_giou_0: 0.4635 loss_ce_1: 0.3108 loss_bbox_1: 0.1922 loss_giou_1: 0.3589 loss_ce_2: 0.2641 loss_bbox_2: 0.1808 loss_giou_2: 0.3348 loss_ce_3: 0.2237 loss_bbox_3: 0.1717 loss_giou_3: 0.3219 loss_ce_4: 0.214 loss_bbox_4: 0.1715 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:18] d2.utils.events INFO: eta: 3:03:13 iter: 410919 total_loss: 4.92 loss_ce: 0.2258 loss_bbox: 0.155 loss_giou: 0.298 loss_ce_0: 0.4314 loss_bbox_0: 0.2712 loss_giou_0: 0.4703 loss_ce_1: 0.3223 loss_bbox_1: 0.1942 loss_giou_1: 0.3503 loss_ce_2: 0.2807 loss_bbox_2: 0.1744 loss_giou_2: 0.3276 loss_ce_3: 0.2457 loss_bbox_3: 0.1647 loss_giou_3: 0.3102 loss_ce_4: 0.2355 loss_bbox_4: 0.1596 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:23] d2.utils.events INFO: eta: 3:03:14 iter: 410939 total_loss: 4.924 loss_ce: 0.2036 loss_bbox: 0.1481 loss_giou: 0.3217 loss_ce_0: 0.4283 loss_bbox_0: 0.2619 loss_giou_0: 0.4849 loss_ce_1: 0.3145 loss_bbox_1: 0.1767 loss_giou_1: 0.3577 loss_ce_2: 0.2607 loss_bbox_2: 0.1604 loss_giou_2: 0.3333 loss_ce_3: 0.2331 loss_bbox_3: 0.1568 loss_giou_3: 0.3303 loss_ce_4: 0.2123 loss_bbox_4: 0.1515 loss_giou_4: 0.3247 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:29] d2.utils.events INFO: eta: 3:03:12 iter: 410959 total_loss: 4.953 loss_ce: 0.212 loss_bbox: 0.1581 loss_giou: 0.3107 loss_ce_0: 0.4385 loss_bbox_0: 0.2678 loss_giou_0: 0.4588 loss_ce_1: 0.3224 loss_bbox_1: 0.1836 loss_giou_1: 0.3495 loss_ce_2: 0.2642 loss_bbox_2: 0.1683 loss_giou_2: 0.3245 loss_ce_3: 0.2235 loss_bbox_3: 0.1719 loss_giou_3: 0.3182 loss_ce_4: 0.2172 loss_bbox_4: 0.1614 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:35] d2.utils.events INFO: eta: 3:03:08 iter: 410979 total_loss: 4.56 loss_ce: 0.1951 loss_bbox: 0.1457 loss_giou: 0.2758 loss_ce_0: 0.4192 loss_bbox_0: 0.2514 loss_giou_0: 0.439 loss_ce_1: 0.3111 loss_bbox_1: 0.175 loss_giou_1: 0.3062 loss_ce_2: 0.2515 loss_bbox_2: 0.1585 loss_giou_2: 0.2862 loss_ce_3: 0.2136 loss_bbox_3: 0.1522 loss_giou_3: 0.2783 loss_ce_4: 0.1968 loss_bbox_4: 0.1468 loss_giou_4: 0.279 time: 0.2800 data_time: 0.0178 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:40] d2.utils.events INFO: eta: 3:03:00 iter: 410999 total_loss: 4.963 loss_ce: 0.2215 loss_bbox: 0.1523 loss_giou: 0.3166 loss_ce_0: 0.4297 loss_bbox_0: 0.2568 loss_giou_0: 0.4899 loss_ce_1: 0.3257 loss_bbox_1: 0.1778 loss_giou_1: 0.3565 loss_ce_2: 0.2715 loss_bbox_2: 0.1625 loss_giou_2: 0.3322 loss_ce_3: 0.2417 loss_bbox_3: 0.1557 loss_giou_3: 0.3263 loss_ce_4: 0.2232 loss_bbox_4: 0.1546 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:46] d2.utils.events INFO: eta: 3:02:57 iter: 411019 total_loss: 4.99 loss_ce: 0.2154 loss_bbox: 0.1672 loss_giou: 0.306 loss_ce_0: 0.4313 loss_bbox_0: 0.2713 loss_giou_0: 0.4627 loss_ce_1: 0.322 loss_bbox_1: 0.196 loss_giou_1: 0.3503 loss_ce_2: 0.2548 loss_bbox_2: 0.1839 loss_giou_2: 0.329 loss_ce_3: 0.2267 loss_bbox_3: 0.1818 loss_giou_3: 0.3198 loss_ce_4: 0.2203 loss_bbox_4: 0.171 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:52] d2.utils.events INFO: eta: 3:02:52 iter: 411039 total_loss: 4.799 loss_ce: 0.2062 loss_bbox: 0.1518 loss_giou: 0.3129 loss_ce_0: 0.4419 loss_bbox_0: 0.2496 loss_giou_0: 0.4913 loss_ce_1: 0.3252 loss_bbox_1: 0.1792 loss_giou_1: 0.3635 loss_ce_2: 0.2625 loss_bbox_2: 0.1613 loss_giou_2: 0.331 loss_ce_3: 0.2359 loss_bbox_3: 0.1609 loss_giou_3: 0.3194 loss_ce_4: 0.2139 loss_bbox_4: 0.1547 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 22:47:58] d2.utils.events INFO: eta: 3:02:46 iter: 411059 total_loss: 4.315 loss_ce: 0.1805 loss_bbox: 0.1445 loss_giou: 0.2712 loss_ce_0: 0.4093 loss_bbox_0: 0.2515 loss_giou_0: 0.4278 loss_ce_1: 0.2929 loss_bbox_1: 0.1765 loss_giou_1: 0.3115 loss_ce_2: 0.2316 loss_bbox_2: 0.1585 loss_giou_2: 0.2849 loss_ce_3: 0.2049 loss_bbox_3: 0.1503 loss_giou_3: 0.2744 loss_ce_4: 0.1828 loss_bbox_4: 0.1467 loss_giou_4: 0.2754 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:03] d2.utils.events INFO: eta: 3:02:43 iter: 411079 total_loss: 4.911 loss_ce: 0.2 loss_bbox: 0.1482 loss_giou: 0.3183 loss_ce_0: 0.4213 loss_bbox_0: 0.254 loss_giou_0: 0.5053 loss_ce_1: 0.3107 loss_bbox_1: 0.1744 loss_giou_1: 0.3682 loss_ce_2: 0.2481 loss_bbox_2: 0.1599 loss_giou_2: 0.3366 loss_ce_3: 0.212 loss_bbox_3: 0.1541 loss_giou_3: 0.3311 loss_ce_4: 0.2042 loss_bbox_4: 0.1514 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:09] d2.utils.events INFO: eta: 3:02:38 iter: 411099 total_loss: 4.724 loss_ce: 0.1931 loss_bbox: 0.1626 loss_giou: 0.3082 loss_ce_0: 0.4086 loss_bbox_0: 0.2624 loss_giou_0: 0.4683 loss_ce_1: 0.3094 loss_bbox_1: 0.1921 loss_giou_1: 0.3414 loss_ce_2: 0.2403 loss_bbox_2: 0.179 loss_giou_2: 0.3201 loss_ce_3: 0.2055 loss_bbox_3: 0.1683 loss_giou_3: 0.3154 loss_ce_4: 0.1914 loss_bbox_4: 0.1694 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:15] d2.utils.events INFO: eta: 3:02:33 iter: 411119 total_loss: 4.867 loss_ce: 0.2056 loss_bbox: 0.1577 loss_giou: 0.3051 loss_ce_0: 0.415 loss_bbox_0: 0.2681 loss_giou_0: 0.4659 loss_ce_1: 0.3167 loss_bbox_1: 0.1909 loss_giou_1: 0.351 loss_ce_2: 0.2481 loss_bbox_2: 0.1692 loss_giou_2: 0.3181 loss_ce_3: 0.2209 loss_bbox_3: 0.1643 loss_giou_3: 0.3111 loss_ce_4: 0.2119 loss_bbox_4: 0.1596 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:20] d2.utils.events INFO: eta: 3:02:26 iter: 411139 total_loss: 4.945 loss_ce: 0.2184 loss_bbox: 0.1611 loss_giou: 0.2934 loss_ce_0: 0.4193 loss_bbox_0: 0.2718 loss_giou_0: 0.4593 loss_ce_1: 0.3245 loss_bbox_1: 0.1911 loss_giou_1: 0.3478 loss_ce_2: 0.2611 loss_bbox_2: 0.1725 loss_giou_2: 0.3173 loss_ce_3: 0.2325 loss_bbox_3: 0.1676 loss_giou_3: 0.3064 loss_ce_4: 0.2238 loss_bbox_4: 0.1653 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:26] d2.utils.events INFO: eta: 3:02:20 iter: 411159 total_loss: 4.516 loss_ce: 0.1901 loss_bbox: 0.1486 loss_giou: 0.283 loss_ce_0: 0.4156 loss_bbox_0: 0.2641 loss_giou_0: 0.4458 loss_ce_1: 0.3018 loss_bbox_1: 0.1749 loss_giou_1: 0.33 loss_ce_2: 0.2453 loss_bbox_2: 0.1647 loss_giou_2: 0.2987 loss_ce_3: 0.2118 loss_bbox_3: 0.1568 loss_giou_3: 0.2876 loss_ce_4: 0.2014 loss_bbox_4: 0.1505 loss_giou_4: 0.2867 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:32] d2.utils.events INFO: eta: 3:02:13 iter: 411179 total_loss: 4.494 loss_ce: 0.2009 loss_bbox: 0.1488 loss_giou: 0.2739 loss_ce_0: 0.4255 loss_bbox_0: 0.2645 loss_giou_0: 0.4406 loss_ce_1: 0.3092 loss_bbox_1: 0.1841 loss_giou_1: 0.3262 loss_ce_2: 0.2464 loss_bbox_2: 0.1635 loss_giou_2: 0.3003 loss_ce_3: 0.217 loss_bbox_3: 0.1524 loss_giou_3: 0.2891 loss_ce_4: 0.2008 loss_bbox_4: 0.1519 loss_giou_4: 0.2827 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:37] d2.utils.events INFO: eta: 3:02:07 iter: 411199 total_loss: 4.631 loss_ce: 0.2052 loss_bbox: 0.1485 loss_giou: 0.2766 loss_ce_0: 0.4273 loss_bbox_0: 0.2502 loss_giou_0: 0.4569 loss_ce_1: 0.3178 loss_bbox_1: 0.1757 loss_giou_1: 0.3288 loss_ce_2: 0.2572 loss_bbox_2: 0.1647 loss_giou_2: 0.3022 loss_ce_3: 0.2369 loss_bbox_3: 0.1582 loss_giou_3: 0.2841 loss_ce_4: 0.2077 loss_bbox_4: 0.1565 loss_giou_4: 0.2812 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:43] d2.utils.events INFO: eta: 3:01:56 iter: 411219 total_loss: 4.516 loss_ce: 0.1965 loss_bbox: 0.1438 loss_giou: 0.2837 loss_ce_0: 0.4036 loss_bbox_0: 0.2468 loss_giou_0: 0.4412 loss_ce_1: 0.3011 loss_bbox_1: 0.1682 loss_giou_1: 0.3297 loss_ce_2: 0.2521 loss_bbox_2: 0.1548 loss_giou_2: 0.2987 loss_ce_3: 0.2149 loss_bbox_3: 0.1472 loss_giou_3: 0.2905 loss_ce_4: 0.2053 loss_bbox_4: 0.1456 loss_giou_4: 0.2865 time: 0.2800 data_time: 0.0210 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:49] d2.utils.events INFO: eta: 3:01:50 iter: 411239 total_loss: 5.014 loss_ce: 0.2212 loss_bbox: 0.161 loss_giou: 0.3288 loss_ce_0: 0.4352 loss_bbox_0: 0.2718 loss_giou_0: 0.5182 loss_ce_1: 0.3131 loss_bbox_1: 0.1939 loss_giou_1: 0.3817 loss_ce_2: 0.2587 loss_bbox_2: 0.1713 loss_giou_2: 0.3469 loss_ce_3: 0.2342 loss_bbox_3: 0.1686 loss_giou_3: 0.34 loss_ce_4: 0.2258 loss_bbox_4: 0.1642 loss_giou_4: 0.3309 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:48:54] d2.utils.events INFO: eta: 3:01:49 iter: 411259 total_loss: 5.021 loss_ce: 0.2233 loss_bbox: 0.1621 loss_giou: 0.3309 loss_ce_0: 0.4384 loss_bbox_0: 0.2645 loss_giou_0: 0.4716 loss_ce_1: 0.3368 loss_bbox_1: 0.1962 loss_giou_1: 0.3724 loss_ce_2: 0.2741 loss_bbox_2: 0.1747 loss_giou_2: 0.3442 loss_ce_3: 0.257 loss_bbox_3: 0.1702 loss_giou_3: 0.3361 loss_ce_4: 0.2252 loss_bbox_4: 0.1619 loss_giou_4: 0.3327 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:00] d2.utils.events INFO: eta: 3:01:44 iter: 411279 total_loss: 4.897 loss_ce: 0.2072 loss_bbox: 0.1508 loss_giou: 0.3117 loss_ce_0: 0.4394 loss_bbox_0: 0.2615 loss_giou_0: 0.4793 loss_ce_1: 0.3324 loss_bbox_1: 0.1856 loss_giou_1: 0.3482 loss_ce_2: 0.2668 loss_bbox_2: 0.1707 loss_giou_2: 0.333 loss_ce_3: 0.234 loss_bbox_3: 0.1595 loss_giou_3: 0.3204 loss_ce_4: 0.219 loss_bbox_4: 0.1546 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:06] d2.utils.events INFO: eta: 3:01:40 iter: 411299 total_loss: 4.561 loss_ce: 0.1916 loss_bbox: 0.1513 loss_giou: 0.3027 loss_ce_0: 0.411 loss_bbox_0: 0.248 loss_giou_0: 0.4469 loss_ce_1: 0.2993 loss_bbox_1: 0.1743 loss_giou_1: 0.352 loss_ce_2: 0.2445 loss_bbox_2: 0.1613 loss_giou_2: 0.3288 loss_ce_3: 0.2083 loss_bbox_3: 0.1533 loss_giou_3: 0.3146 loss_ce_4: 0.1924 loss_bbox_4: 0.1521 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:11] d2.utils.events INFO: eta: 3:01:34 iter: 411319 total_loss: 4.764 loss_ce: 0.1924 loss_bbox: 0.1561 loss_giou: 0.2902 loss_ce_0: 0.4364 loss_bbox_0: 0.2534 loss_giou_0: 0.4568 loss_ce_1: 0.3276 loss_bbox_1: 0.1773 loss_giou_1: 0.3362 loss_ce_2: 0.2499 loss_bbox_2: 0.1639 loss_giou_2: 0.3089 loss_ce_3: 0.2117 loss_bbox_3: 0.158 loss_giou_3: 0.2972 loss_ce_4: 0.1991 loss_bbox_4: 0.1594 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:18] d2.utils.events INFO: eta: 3:01:30 iter: 411339 total_loss: 4.525 loss_ce: 0.1834 loss_bbox: 0.1496 loss_giou: 0.2807 loss_ce_0: 0.4094 loss_bbox_0: 0.252 loss_giou_0: 0.4415 loss_ce_1: 0.2959 loss_bbox_1: 0.1788 loss_giou_1: 0.3196 loss_ce_2: 0.2428 loss_bbox_2: 0.1617 loss_giou_2: 0.2976 loss_ce_3: 0.2005 loss_bbox_3: 0.1539 loss_giou_3: 0.289 loss_ce_4: 0.1837 loss_bbox_4: 0.15 loss_giou_4: 0.2841 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:24] d2.utils.events INFO: eta: 3:01:25 iter: 411359 total_loss: 4.766 loss_ce: 0.1955 loss_bbox: 0.1612 loss_giou: 0.2986 loss_ce_0: 0.4268 loss_bbox_0: 0.2653 loss_giou_0: 0.4587 loss_ce_1: 0.3094 loss_bbox_1: 0.1814 loss_giou_1: 0.3449 loss_ce_2: 0.2468 loss_bbox_2: 0.166 loss_giou_2: 0.3151 loss_ce_3: 0.2131 loss_bbox_3: 0.1629 loss_giou_3: 0.3066 loss_ce_4: 0.2035 loss_bbox_4: 0.16 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:29] d2.utils.events INFO: eta: 3:01:20 iter: 411379 total_loss: 4.663 loss_ce: 0.2001 loss_bbox: 0.1513 loss_giou: 0.3111 loss_ce_0: 0.417 loss_bbox_0: 0.2451 loss_giou_0: 0.4711 loss_ce_1: 0.3001 loss_bbox_1: 0.1786 loss_giou_1: 0.3459 loss_ce_2: 0.2448 loss_bbox_2: 0.1589 loss_giou_2: 0.3237 loss_ce_3: 0.2145 loss_bbox_3: 0.1522 loss_giou_3: 0.3216 loss_ce_4: 0.2075 loss_bbox_4: 0.1502 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:35] d2.utils.events INFO: eta: 3:01:17 iter: 411399 total_loss: 4.76 loss_ce: 0.1998 loss_bbox: 0.1561 loss_giou: 0.3135 loss_ce_0: 0.4268 loss_bbox_0: 0.2744 loss_giou_0: 0.4722 loss_ce_1: 0.3157 loss_bbox_1: 0.1795 loss_giou_1: 0.343 loss_ce_2: 0.2566 loss_bbox_2: 0.1693 loss_giou_2: 0.3253 loss_ce_3: 0.2213 loss_bbox_3: 0.162 loss_giou_3: 0.3178 loss_ce_4: 0.2097 loss_bbox_4: 0.159 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:41] d2.utils.events INFO: eta: 3:01:14 iter: 411419 total_loss: 4.93 loss_ce: 0.2095 loss_bbox: 0.1486 loss_giou: 0.3258 loss_ce_0: 0.4427 loss_bbox_0: 0.2636 loss_giou_0: 0.4757 loss_ce_1: 0.3174 loss_bbox_1: 0.1794 loss_giou_1: 0.3683 loss_ce_2: 0.2616 loss_bbox_2: 0.1642 loss_giou_2: 0.3377 loss_ce_3: 0.2341 loss_bbox_3: 0.1562 loss_giou_3: 0.3353 loss_ce_4: 0.2158 loss_bbox_4: 0.1548 loss_giou_4: 0.3274 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:46] d2.utils.events INFO: eta: 3:01:07 iter: 411439 total_loss: 4.786 loss_ce: 0.2 loss_bbox: 0.1585 loss_giou: 0.2987 loss_ce_0: 0.4281 loss_bbox_0: 0.2629 loss_giou_0: 0.4838 loss_ce_1: 0.3069 loss_bbox_1: 0.1951 loss_giou_1: 0.3501 loss_ce_2: 0.2454 loss_bbox_2: 0.175 loss_giou_2: 0.3149 loss_ce_3: 0.2195 loss_bbox_3: 0.1691 loss_giou_3: 0.3129 loss_ce_4: 0.2032 loss_bbox_4: 0.1636 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:52] d2.utils.events INFO: eta: 3:01:01 iter: 411459 total_loss: 4.811 loss_ce: 0.1993 loss_bbox: 0.16 loss_giou: 0.3025 loss_ce_0: 0.4123 loss_bbox_0: 0.2615 loss_giou_0: 0.4848 loss_ce_1: 0.3095 loss_bbox_1: 0.1895 loss_giou_1: 0.344 loss_ce_2: 0.2438 loss_bbox_2: 0.1666 loss_giou_2: 0.3236 loss_ce_3: 0.2076 loss_bbox_3: 0.1647 loss_giou_3: 0.3146 loss_ce_4: 0.1985 loss_bbox_4: 0.1617 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 22:49:58] d2.utils.events INFO: eta: 3:00:56 iter: 411479 total_loss: 4.539 loss_ce: 0.1949 loss_bbox: 0.1401 loss_giou: 0.2924 loss_ce_0: 0.431 loss_bbox_0: 0.2479 loss_giou_0: 0.4389 loss_ce_1: 0.3125 loss_bbox_1: 0.1628 loss_giou_1: 0.33 loss_ce_2: 0.2424 loss_bbox_2: 0.1486 loss_giou_2: 0.3076 loss_ce_3: 0.2142 loss_bbox_3: 0.1477 loss_giou_3: 0.2959 loss_ce_4: 0.2 loss_bbox_4: 0.1426 loss_giou_4: 0.291 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:03] d2.utils.events INFO: eta: 3:00:49 iter: 411499 total_loss: 4.662 loss_ce: 0.2096 loss_bbox: 0.1442 loss_giou: 0.2954 loss_ce_0: 0.4107 loss_bbox_0: 0.2495 loss_giou_0: 0.4584 loss_ce_1: 0.3147 loss_bbox_1: 0.1676 loss_giou_1: 0.3404 loss_ce_2: 0.2574 loss_bbox_2: 0.1508 loss_giou_2: 0.3129 loss_ce_3: 0.2294 loss_bbox_3: 0.1518 loss_giou_3: 0.3005 loss_ce_4: 0.2124 loss_bbox_4: 0.1474 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:09] d2.utils.events INFO: eta: 3:00:44 iter: 411519 total_loss: 4.64 loss_ce: 0.1916 loss_bbox: 0.1513 loss_giou: 0.2862 loss_ce_0: 0.4204 loss_bbox_0: 0.248 loss_giou_0: 0.4489 loss_ce_1: 0.3176 loss_bbox_1: 0.1758 loss_giou_1: 0.3411 loss_ce_2: 0.2545 loss_bbox_2: 0.1651 loss_giou_2: 0.3106 loss_ce_3: 0.2193 loss_bbox_3: 0.1596 loss_giou_3: 0.294 loss_ce_4: 0.2053 loss_bbox_4: 0.1522 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:15] d2.utils.events INFO: eta: 3:00:41 iter: 411539 total_loss: 4.827 loss_ce: 0.2085 loss_bbox: 0.1583 loss_giou: 0.3127 loss_ce_0: 0.4235 loss_bbox_0: 0.2549 loss_giou_0: 0.4648 loss_ce_1: 0.3084 loss_bbox_1: 0.1863 loss_giou_1: 0.3553 loss_ce_2: 0.2447 loss_bbox_2: 0.1671 loss_giou_2: 0.3241 loss_ce_3: 0.2198 loss_bbox_3: 0.1645 loss_giou_3: 0.3196 loss_ce_4: 0.2113 loss_bbox_4: 0.1601 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:21] d2.utils.events INFO: eta: 3:00:36 iter: 411559 total_loss: 4.964 loss_ce: 0.2171 loss_bbox: 0.161 loss_giou: 0.3141 loss_ce_0: 0.4342 loss_bbox_0: 0.277 loss_giou_0: 0.4792 loss_ce_1: 0.3226 loss_bbox_1: 0.1888 loss_giou_1: 0.3583 loss_ce_2: 0.2796 loss_bbox_2: 0.1747 loss_giou_2: 0.3339 loss_ce_3: 0.2423 loss_bbox_3: 0.1654 loss_giou_3: 0.3226 loss_ce_4: 0.225 loss_bbox_4: 0.1637 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0196 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:26] d2.utils.events INFO: eta: 3:00:29 iter: 411579 total_loss: 4.673 loss_ce: 0.1962 loss_bbox: 0.1562 loss_giou: 0.2926 loss_ce_0: 0.4359 loss_bbox_0: 0.269 loss_giou_0: 0.4837 loss_ce_1: 0.3211 loss_bbox_1: 0.1841 loss_giou_1: 0.3498 loss_ce_2: 0.2474 loss_bbox_2: 0.1699 loss_giou_2: 0.3094 loss_ce_3: 0.2123 loss_bbox_3: 0.1597 loss_giou_3: 0.304 loss_ce_4: 0.2017 loss_bbox_4: 0.1571 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:32] d2.utils.events INFO: eta: 3:00:22 iter: 411599 total_loss: 4.585 loss_ce: 0.1917 loss_bbox: 0.1455 loss_giou: 0.2779 loss_ce_0: 0.4257 loss_bbox_0: 0.2723 loss_giou_0: 0.4214 loss_ce_1: 0.319 loss_bbox_1: 0.1732 loss_giou_1: 0.3113 loss_ce_2: 0.2484 loss_bbox_2: 0.1603 loss_giou_2: 0.2984 loss_ce_3: 0.2169 loss_bbox_3: 0.151 loss_giou_3: 0.2883 loss_ce_4: 0.2005 loss_bbox_4: 0.1473 loss_giou_4: 0.2804 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:38] d2.utils.events INFO: eta: 3:00:12 iter: 411619 total_loss: 4.689 loss_ce: 0.2019 loss_bbox: 0.1498 loss_giou: 0.2795 loss_ce_0: 0.4207 loss_bbox_0: 0.2503 loss_giou_0: 0.4437 loss_ce_1: 0.3178 loss_bbox_1: 0.1736 loss_giou_1: 0.3259 loss_ce_2: 0.2581 loss_bbox_2: 0.1601 loss_giou_2: 0.302 loss_ce_3: 0.2205 loss_bbox_3: 0.1562 loss_giou_3: 0.2921 loss_ce_4: 0.2123 loss_bbox_4: 0.1524 loss_giou_4: 0.287 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:43] d2.utils.events INFO: eta: 3:00:05 iter: 411639 total_loss: 4.816 loss_ce: 0.2114 loss_bbox: 0.1519 loss_giou: 0.2938 loss_ce_0: 0.4336 loss_bbox_0: 0.2686 loss_giou_0: 0.4797 loss_ce_1: 0.3315 loss_bbox_1: 0.1869 loss_giou_1: 0.3408 loss_ce_2: 0.2556 loss_bbox_2: 0.1738 loss_giou_2: 0.3135 loss_ce_3: 0.2297 loss_bbox_3: 0.1595 loss_giou_3: 0.3034 loss_ce_4: 0.2073 loss_bbox_4: 0.155 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:49] d2.utils.events INFO: eta: 3:00:02 iter: 411659 total_loss: 4.777 loss_ce: 0.1989 loss_bbox: 0.1551 loss_giou: 0.3162 loss_ce_0: 0.4167 loss_bbox_0: 0.2632 loss_giou_0: 0.4796 loss_ce_1: 0.3116 loss_bbox_1: 0.1856 loss_giou_1: 0.3557 loss_ce_2: 0.2461 loss_bbox_2: 0.1707 loss_giou_2: 0.3341 loss_ce_3: 0.2067 loss_bbox_3: 0.1655 loss_giou_3: 0.3239 loss_ce_4: 0.1974 loss_bbox_4: 0.1618 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 22:50:55] d2.utils.events INFO: eta: 2:59:53 iter: 411679 total_loss: 4.944 loss_ce: 0.218 loss_bbox: 0.1564 loss_giou: 0.318 loss_ce_0: 0.4198 loss_bbox_0: 0.265 loss_giou_0: 0.477 loss_ce_1: 0.3238 loss_bbox_1: 0.1876 loss_giou_1: 0.3541 loss_ce_2: 0.276 loss_bbox_2: 0.1739 loss_giou_2: 0.3353 loss_ce_3: 0.2364 loss_bbox_3: 0.1605 loss_giou_3: 0.3258 loss_ce_4: 0.2205 loss_bbox_4: 0.1586 loss_giou_4: 0.3234 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:00] d2.utils.events INFO: eta: 2:59:51 iter: 411699 total_loss: 4.755 loss_ce: 0.2036 loss_bbox: 0.1424 loss_giou: 0.2932 loss_ce_0: 0.4304 loss_bbox_0: 0.2593 loss_giou_0: 0.4502 loss_ce_1: 0.2955 loss_bbox_1: 0.1713 loss_giou_1: 0.339 loss_ce_2: 0.2401 loss_bbox_2: 0.1555 loss_giou_2: 0.3132 loss_ce_3: 0.2125 loss_bbox_3: 0.1512 loss_giou_3: 0.3005 loss_ce_4: 0.2041 loss_bbox_4: 0.1442 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:06] d2.utils.events INFO: eta: 2:59:47 iter: 411719 total_loss: 4.848 loss_ce: 0.2017 loss_bbox: 0.1522 loss_giou: 0.3244 loss_ce_0: 0.4213 loss_bbox_0: 0.2548 loss_giou_0: 0.4935 loss_ce_1: 0.3058 loss_bbox_1: 0.1735 loss_giou_1: 0.3725 loss_ce_2: 0.2531 loss_bbox_2: 0.166 loss_giou_2: 0.3438 loss_ce_3: 0.2263 loss_bbox_3: 0.1564 loss_giou_3: 0.3308 loss_ce_4: 0.2115 loss_bbox_4: 0.1529 loss_giou_4: 0.3281 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:12] d2.utils.events INFO: eta: 2:59:43 iter: 411739 total_loss: 4.857 loss_ce: 0.2133 loss_bbox: 0.1618 loss_giou: 0.3002 loss_ce_0: 0.4326 loss_bbox_0: 0.2746 loss_giou_0: 0.4347 loss_ce_1: 0.3235 loss_bbox_1: 0.1945 loss_giou_1: 0.3311 loss_ce_2: 0.2578 loss_bbox_2: 0.1778 loss_giou_2: 0.3145 loss_ce_3: 0.2179 loss_bbox_3: 0.168 loss_giou_3: 0.3043 loss_ce_4: 0.2136 loss_bbox_4: 0.1657 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:17] d2.utils.events INFO: eta: 2:59:36 iter: 411759 total_loss: 4.972 loss_ce: 0.2075 loss_bbox: 0.177 loss_giou: 0.2934 loss_ce_0: 0.4085 loss_bbox_0: 0.2677 loss_giou_0: 0.452 loss_ce_1: 0.3238 loss_bbox_1: 0.2059 loss_giou_1: 0.3418 loss_ce_2: 0.2525 loss_bbox_2: 0.1944 loss_giou_2: 0.3173 loss_ce_3: 0.2248 loss_bbox_3: 0.1827 loss_giou_3: 0.3077 loss_ce_4: 0.2127 loss_bbox_4: 0.1825 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:23] d2.utils.events INFO: eta: 2:59:29 iter: 411779 total_loss: 4.635 loss_ce: 0.1912 loss_bbox: 0.1503 loss_giou: 0.2972 loss_ce_0: 0.412 loss_bbox_0: 0.2601 loss_giou_0: 0.4493 loss_ce_1: 0.3038 loss_bbox_1: 0.1799 loss_giou_1: 0.3364 loss_ce_2: 0.2428 loss_bbox_2: 0.1648 loss_giou_2: 0.3174 loss_ce_3: 0.2111 loss_bbox_3: 0.1606 loss_giou_3: 0.3067 loss_ce_4: 0.197 loss_bbox_4: 0.1554 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:29] d2.utils.events INFO: eta: 2:59:20 iter: 411799 total_loss: 4.657 loss_ce: 0.2121 loss_bbox: 0.1479 loss_giou: 0.2908 loss_ce_0: 0.4369 loss_bbox_0: 0.2637 loss_giou_0: 0.4546 loss_ce_1: 0.3184 loss_bbox_1: 0.1765 loss_giou_1: 0.3319 loss_ce_2: 0.2651 loss_bbox_2: 0.1553 loss_giou_2: 0.3071 loss_ce_3: 0.2309 loss_bbox_3: 0.1547 loss_giou_3: 0.3013 loss_ce_4: 0.2181 loss_bbox_4: 0.1499 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:34] d2.utils.events INFO: eta: 2:59:14 iter: 411819 total_loss: 4.698 loss_ce: 0.1992 loss_bbox: 0.1461 loss_giou: 0.2994 loss_ce_0: 0.4184 loss_bbox_0: 0.2413 loss_giou_0: 0.473 loss_ce_1: 0.301 loss_bbox_1: 0.1722 loss_giou_1: 0.3434 loss_ce_2: 0.2453 loss_bbox_2: 0.1562 loss_giou_2: 0.3127 loss_ce_3: 0.2096 loss_bbox_3: 0.1498 loss_giou_3: 0.3094 loss_ce_4: 0.2012 loss_bbox_4: 0.1453 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0327 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:40] d2.utils.events INFO: eta: 2:59:05 iter: 411839 total_loss: 4.706 loss_ce: 0.195 loss_bbox: 0.1582 loss_giou: 0.2956 loss_ce_0: 0.4294 loss_bbox_0: 0.2641 loss_giou_0: 0.474 loss_ce_1: 0.3105 loss_bbox_1: 0.1865 loss_giou_1: 0.3435 loss_ce_2: 0.2493 loss_bbox_2: 0.1682 loss_giou_2: 0.3086 loss_ce_3: 0.2157 loss_bbox_3: 0.1594 loss_giou_3: 0.3011 loss_ce_4: 0.1937 loss_bbox_4: 0.158 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:46] d2.utils.events INFO: eta: 2:59:00 iter: 411859 total_loss: 4.815 loss_ce: 0.2114 loss_bbox: 0.1408 loss_giou: 0.2935 loss_ce_0: 0.437 loss_bbox_0: 0.2567 loss_giou_0: 0.4873 loss_ce_1: 0.3142 loss_bbox_1: 0.1714 loss_giou_1: 0.353 loss_ce_2: 0.2614 loss_bbox_2: 0.1564 loss_giou_2: 0.3228 loss_ce_3: 0.2364 loss_bbox_3: 0.1525 loss_giou_3: 0.3114 loss_ce_4: 0.216 loss_bbox_4: 0.1463 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:51] d2.utils.events INFO: eta: 2:58:51 iter: 411879 total_loss: 4.729 loss_ce: 0.1945 loss_bbox: 0.1437 loss_giou: 0.3275 loss_ce_0: 0.4164 loss_bbox_0: 0.2525 loss_giou_0: 0.4855 loss_ce_1: 0.3139 loss_bbox_1: 0.1641 loss_giou_1: 0.3738 loss_ce_2: 0.2472 loss_bbox_2: 0.151 loss_giou_2: 0.3425 loss_ce_3: 0.2152 loss_bbox_3: 0.1509 loss_giou_3: 0.3367 loss_ce_4: 0.1955 loss_bbox_4: 0.1462 loss_giou_4: 0.3283 time: 0.2800 data_time: 0.0208 lr: 2.5e-06 max_mem: 5427M [11/03 22:51:57] d2.utils.events INFO: eta: 2:58:49 iter: 411899 total_loss: 4.851 loss_ce: 0.199 loss_bbox: 0.158 loss_giou: 0.2969 loss_ce_0: 0.4118 loss_bbox_0: 0.255 loss_giou_0: 0.4535 loss_ce_1: 0.3063 loss_bbox_1: 0.1821 loss_giou_1: 0.3451 loss_ce_2: 0.2464 loss_bbox_2: 0.1683 loss_giou_2: 0.3225 loss_ce_3: 0.2147 loss_bbox_3: 0.1639 loss_giou_3: 0.3078 loss_ce_4: 0.206 loss_bbox_4: 0.1601 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0184 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:03] d2.utils.events INFO: eta: 2:58:39 iter: 411919 total_loss: 4.874 loss_ce: 0.206 loss_bbox: 0.1586 loss_giou: 0.3024 loss_ce_0: 0.436 loss_bbox_0: 0.2704 loss_giou_0: 0.4704 loss_ce_1: 0.3186 loss_bbox_1: 0.1875 loss_giou_1: 0.3578 loss_ce_2: 0.2593 loss_bbox_2: 0.1706 loss_giou_2: 0.3254 loss_ce_3: 0.2282 loss_bbox_3: 0.1664 loss_giou_3: 0.3124 loss_ce_4: 0.2161 loss_bbox_4: 0.1598 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:08] d2.utils.events INFO: eta: 2:58:33 iter: 411939 total_loss: 5.05 loss_ce: 0.2186 loss_bbox: 0.1484 loss_giou: 0.3298 loss_ce_0: 0.4366 loss_bbox_0: 0.2659 loss_giou_0: 0.5146 loss_ce_1: 0.3376 loss_bbox_1: 0.1733 loss_giou_1: 0.3751 loss_ce_2: 0.2733 loss_bbox_2: 0.1581 loss_giou_2: 0.3539 loss_ce_3: 0.246 loss_bbox_3: 0.1499 loss_giou_3: 0.342 loss_ce_4: 0.2245 loss_bbox_4: 0.1482 loss_giou_4: 0.3345 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:14] d2.utils.events INFO: eta: 2:58:23 iter: 411959 total_loss: 4.618 loss_ce: 0.194 loss_bbox: 0.1457 loss_giou: 0.289 loss_ce_0: 0.4221 loss_bbox_0: 0.2631 loss_giou_0: 0.4392 loss_ce_1: 0.3066 loss_bbox_1: 0.1765 loss_giou_1: 0.3329 loss_ce_2: 0.2344 loss_bbox_2: 0.1567 loss_giou_2: 0.3059 loss_ce_3: 0.2125 loss_bbox_3: 0.1529 loss_giou_3: 0.2985 loss_ce_4: 0.1986 loss_bbox_4: 0.1504 loss_giou_4: 0.2897 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:20] d2.utils.events INFO: eta: 2:58:15 iter: 411979 total_loss: 4.753 loss_ce: 0.2028 loss_bbox: 0.1566 loss_giou: 0.3003 loss_ce_0: 0.413 loss_bbox_0: 0.254 loss_giou_0: 0.4473 loss_ce_1: 0.3109 loss_bbox_1: 0.1775 loss_giou_1: 0.3402 loss_ce_2: 0.2472 loss_bbox_2: 0.1672 loss_giou_2: 0.3167 loss_ce_3: 0.2174 loss_bbox_3: 0.1624 loss_giou_3: 0.307 loss_ce_4: 0.2033 loss_bbox_4: 0.161 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:25] d2.utils.events INFO: eta: 2:58:09 iter: 411999 total_loss: 4.744 loss_ce: 0.1963 loss_bbox: 0.1573 loss_giou: 0.2979 loss_ce_0: 0.4368 loss_bbox_0: 0.258 loss_giou_0: 0.4688 loss_ce_1: 0.3111 loss_bbox_1: 0.1736 loss_giou_1: 0.3443 loss_ce_2: 0.2539 loss_bbox_2: 0.16 loss_giou_2: 0.3182 loss_ce_3: 0.2121 loss_bbox_3: 0.1583 loss_giou_3: 0.3136 loss_ce_4: 0.1995 loss_bbox_4: 0.1571 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:31] d2.utils.events INFO: eta: 2:58:03 iter: 412019 total_loss: 5.013 loss_ce: 0.2067 loss_bbox: 0.1621 loss_giou: 0.3176 loss_ce_0: 0.4378 loss_bbox_0: 0.2599 loss_giou_0: 0.4874 loss_ce_1: 0.3255 loss_bbox_1: 0.1915 loss_giou_1: 0.3747 loss_ce_2: 0.2717 loss_bbox_2: 0.1683 loss_giou_2: 0.338 loss_ce_3: 0.226 loss_bbox_3: 0.1633 loss_giou_3: 0.3311 loss_ce_4: 0.2085 loss_bbox_4: 0.1655 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:37] d2.utils.events INFO: eta: 2:57:54 iter: 412039 total_loss: 4.798 loss_ce: 0.2107 loss_bbox: 0.1699 loss_giou: 0.2964 loss_ce_0: 0.4333 loss_bbox_0: 0.2767 loss_giou_0: 0.4631 loss_ce_1: 0.3074 loss_bbox_1: 0.2043 loss_giou_1: 0.3422 loss_ce_2: 0.2563 loss_bbox_2: 0.1804 loss_giou_2: 0.3201 loss_ce_3: 0.2307 loss_bbox_3: 0.1801 loss_giou_3: 0.3115 loss_ce_4: 0.2211 loss_bbox_4: 0.1747 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:42] d2.utils.events INFO: eta: 2:57:51 iter: 412059 total_loss: 4.835 loss_ce: 0.2108 loss_bbox: 0.1607 loss_giou: 0.3054 loss_ce_0: 0.4367 loss_bbox_0: 0.2636 loss_giou_0: 0.4729 loss_ce_1: 0.3194 loss_bbox_1: 0.1843 loss_giou_1: 0.3443 loss_ce_2: 0.255 loss_bbox_2: 0.1689 loss_giou_2: 0.3142 loss_ce_3: 0.2271 loss_bbox_3: 0.162 loss_giou_3: 0.309 loss_ce_4: 0.2165 loss_bbox_4: 0.1627 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:48] d2.utils.events INFO: eta: 2:57:45 iter: 412079 total_loss: 4.626 loss_ce: 0.1995 loss_bbox: 0.1598 loss_giou: 0.2839 loss_ce_0: 0.4173 loss_bbox_0: 0.2818 loss_giou_0: 0.4451 loss_ce_1: 0.3208 loss_bbox_1: 0.1929 loss_giou_1: 0.3248 loss_ce_2: 0.2551 loss_bbox_2: 0.1757 loss_giou_2: 0.2995 loss_ce_3: 0.2174 loss_bbox_3: 0.1683 loss_giou_3: 0.2972 loss_ce_4: 0.1999 loss_bbox_4: 0.1628 loss_giou_4: 0.2881 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:54] d2.utils.events INFO: eta: 2:57:40 iter: 412099 total_loss: 4.972 loss_ce: 0.2231 loss_bbox: 0.1531 loss_giou: 0.3275 loss_ce_0: 0.4375 loss_bbox_0: 0.2596 loss_giou_0: 0.5025 loss_ce_1: 0.3401 loss_bbox_1: 0.1804 loss_giou_1: 0.3807 loss_ce_2: 0.2637 loss_bbox_2: 0.158 loss_giou_2: 0.3548 loss_ce_3: 0.2513 loss_bbox_3: 0.1582 loss_giou_3: 0.3403 loss_ce_4: 0.2244 loss_bbox_4: 0.1529 loss_giou_4: 0.3298 time: 0.2800 data_time: 0.0339 lr: 2.5e-06 max_mem: 5427M [11/03 22:52:59] d2.utils.events INFO: eta: 2:57:33 iter: 412119 total_loss: 4.511 loss_ce: 0.1728 loss_bbox: 0.1446 loss_giou: 0.2838 loss_ce_0: 0.4024 loss_bbox_0: 0.247 loss_giou_0: 0.4618 loss_ce_1: 0.2917 loss_bbox_1: 0.1816 loss_giou_1: 0.3303 loss_ce_2: 0.2269 loss_bbox_2: 0.1583 loss_giou_2: 0.2996 loss_ce_3: 0.1939 loss_bbox_3: 0.1546 loss_giou_3: 0.2921 loss_ce_4: 0.181 loss_bbox_4: 0.1476 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:05] d2.utils.events INFO: eta: 2:57:27 iter: 412139 total_loss: 5.003 loss_ce: 0.2197 loss_bbox: 0.1526 loss_giou: 0.327 loss_ce_0: 0.4277 loss_bbox_0: 0.2541 loss_giou_0: 0.4835 loss_ce_1: 0.3118 loss_bbox_1: 0.1846 loss_giou_1: 0.3567 loss_ce_2: 0.2602 loss_bbox_2: 0.1699 loss_giou_2: 0.339 loss_ce_3: 0.2308 loss_bbox_3: 0.1581 loss_giou_3: 0.333 loss_ce_4: 0.2157 loss_bbox_4: 0.1531 loss_giou_4: 0.3265 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:11] d2.utils.events INFO: eta: 2:57:19 iter: 412159 total_loss: 4.783 loss_ce: 0.2099 loss_bbox: 0.1645 loss_giou: 0.3089 loss_ce_0: 0.421 loss_bbox_0: 0.2792 loss_giou_0: 0.4692 loss_ce_1: 0.3121 loss_bbox_1: 0.2012 loss_giou_1: 0.3584 loss_ce_2: 0.2578 loss_bbox_2: 0.1822 loss_giou_2: 0.3261 loss_ce_3: 0.2242 loss_bbox_3: 0.1763 loss_giou_3: 0.3151 loss_ce_4: 0.2118 loss_bbox_4: 0.1686 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:16] d2.utils.events INFO: eta: 2:57:15 iter: 412179 total_loss: 4.921 loss_ce: 0.2067 loss_bbox: 0.1608 loss_giou: 0.3037 loss_ce_0: 0.4358 loss_bbox_0: 0.2666 loss_giou_0: 0.4732 loss_ce_1: 0.3211 loss_bbox_1: 0.1804 loss_giou_1: 0.3549 loss_ce_2: 0.2651 loss_bbox_2: 0.163 loss_giou_2: 0.3211 loss_ce_3: 0.23 loss_bbox_3: 0.1608 loss_giou_3: 0.3093 loss_ce_4: 0.2084 loss_bbox_4: 0.1599 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:22] d2.utils.events INFO: eta: 2:57:11 iter: 412199 total_loss: 4.588 loss_ce: 0.1954 loss_bbox: 0.1362 loss_giou: 0.2833 loss_ce_0: 0.4269 loss_bbox_0: 0.2529 loss_giou_0: 0.4712 loss_ce_1: 0.3072 loss_bbox_1: 0.167 loss_giou_1: 0.3387 loss_ce_2: 0.2369 loss_bbox_2: 0.1507 loss_giou_2: 0.3067 loss_ce_3: 0.216 loss_bbox_3: 0.1398 loss_giou_3: 0.296 loss_ce_4: 0.1907 loss_bbox_4: 0.1398 loss_giou_4: 0.2885 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:28] d2.utils.events INFO: eta: 2:57:07 iter: 412219 total_loss: 4.915 loss_ce: 0.2216 loss_bbox: 0.1563 loss_giou: 0.311 loss_ce_0: 0.4361 loss_bbox_0: 0.266 loss_giou_0: 0.4894 loss_ce_1: 0.3352 loss_bbox_1: 0.1839 loss_giou_1: 0.3661 loss_ce_2: 0.2779 loss_bbox_2: 0.1697 loss_giou_2: 0.3418 loss_ce_3: 0.2365 loss_bbox_3: 0.1625 loss_giou_3: 0.3258 loss_ce_4: 0.2278 loss_bbox_4: 0.1583 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:34] d2.utils.events INFO: eta: 2:57:04 iter: 412239 total_loss: 4.865 loss_ce: 0.2247 loss_bbox: 0.1613 loss_giou: 0.2949 loss_ce_0: 0.4322 loss_bbox_0: 0.2732 loss_giou_0: 0.4623 loss_ce_1: 0.3285 loss_bbox_1: 0.1903 loss_giou_1: 0.3341 loss_ce_2: 0.2752 loss_bbox_2: 0.1737 loss_giou_2: 0.3107 loss_ce_3: 0.2462 loss_bbox_3: 0.1708 loss_giou_3: 0.3048 loss_ce_4: 0.2327 loss_bbox_4: 0.1656 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:39] d2.utils.events INFO: eta: 2:56:56 iter: 412259 total_loss: 4.696 loss_ce: 0.2025 loss_bbox: 0.1615 loss_giou: 0.3024 loss_ce_0: 0.4373 loss_bbox_0: 0.2544 loss_giou_0: 0.4684 loss_ce_1: 0.3244 loss_bbox_1: 0.1885 loss_giou_1: 0.3405 loss_ce_2: 0.2498 loss_bbox_2: 0.1642 loss_giou_2: 0.3128 loss_ce_3: 0.2135 loss_bbox_3: 0.1619 loss_giou_3: 0.308 loss_ce_4: 0.2069 loss_bbox_4: 0.1615 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:45] d2.utils.events INFO: eta: 2:56:50 iter: 412279 total_loss: 4.823 loss_ce: 0.2068 loss_bbox: 0.1581 loss_giou: 0.2941 loss_ce_0: 0.4343 loss_bbox_0: 0.2612 loss_giou_0: 0.4643 loss_ce_1: 0.3197 loss_bbox_1: 0.1889 loss_giou_1: 0.3366 loss_ce_2: 0.26 loss_bbox_2: 0.1705 loss_giou_2: 0.3076 loss_ce_3: 0.2183 loss_bbox_3: 0.1665 loss_giou_3: 0.3026 loss_ce_4: 0.2108 loss_bbox_4: 0.1603 loss_giou_4: 0.2911 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:51] d2.utils.events INFO: eta: 2:56:41 iter: 412299 total_loss: 4.676 loss_ce: 0.2052 loss_bbox: 0.171 loss_giou: 0.2862 loss_ce_0: 0.4243 loss_bbox_0: 0.2711 loss_giou_0: 0.4271 loss_ce_1: 0.2975 loss_bbox_1: 0.2028 loss_giou_1: 0.3246 loss_ce_2: 0.2492 loss_bbox_2: 0.1881 loss_giou_2: 0.3048 loss_ce_3: 0.2139 loss_bbox_3: 0.18 loss_giou_3: 0.2939 loss_ce_4: 0.197 loss_bbox_4: 0.173 loss_giou_4: 0.2875 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 22:53:56] d2.utils.events INFO: eta: 2:56:36 iter: 412319 total_loss: 5.028 loss_ce: 0.2084 loss_bbox: 0.1522 loss_giou: 0.3227 loss_ce_0: 0.4354 loss_bbox_0: 0.26 loss_giou_0: 0.4858 loss_ce_1: 0.3241 loss_bbox_1: 0.1828 loss_giou_1: 0.3658 loss_ce_2: 0.2609 loss_bbox_2: 0.1674 loss_giou_2: 0.342 loss_ce_3: 0.2253 loss_bbox_3: 0.1576 loss_giou_3: 0.3328 loss_ce_4: 0.2112 loss_bbox_4: 0.1562 loss_giou_4: 0.3284 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:02] d2.utils.events INFO: eta: 2:56:29 iter: 412339 total_loss: 5.006 loss_ce: 0.2128 loss_bbox: 0.1506 loss_giou: 0.3129 loss_ce_0: 0.4297 loss_bbox_0: 0.257 loss_giou_0: 0.4682 loss_ce_1: 0.3231 loss_bbox_1: 0.1828 loss_giou_1: 0.3611 loss_ce_2: 0.2636 loss_bbox_2: 0.1637 loss_giou_2: 0.3282 loss_ce_3: 0.2328 loss_bbox_3: 0.1573 loss_giou_3: 0.3299 loss_ce_4: 0.2205 loss_bbox_4: 0.1549 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:08] d2.utils.events INFO: eta: 2:56:22 iter: 412359 total_loss: 4.736 loss_ce: 0.227 loss_bbox: 0.1473 loss_giou: 0.3088 loss_ce_0: 0.4369 loss_bbox_0: 0.251 loss_giou_0: 0.4588 loss_ce_1: 0.3102 loss_bbox_1: 0.1755 loss_giou_1: 0.365 loss_ce_2: 0.2626 loss_bbox_2: 0.1654 loss_giou_2: 0.3245 loss_ce_3: 0.2374 loss_bbox_3: 0.1595 loss_giou_3: 0.3218 loss_ce_4: 0.2219 loss_bbox_4: 0.1534 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0175 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:13] d2.utils.events INFO: eta: 2:56:16 iter: 412379 total_loss: 4.954 loss_ce: 0.2194 loss_bbox: 0.1552 loss_giou: 0.3127 loss_ce_0: 0.4265 loss_bbox_0: 0.2656 loss_giou_0: 0.4688 loss_ce_1: 0.3256 loss_bbox_1: 0.1814 loss_giou_1: 0.3529 loss_ce_2: 0.2623 loss_bbox_2: 0.1675 loss_giou_2: 0.3252 loss_ce_3: 0.2347 loss_bbox_3: 0.1639 loss_giou_3: 0.3193 loss_ce_4: 0.2166 loss_bbox_4: 0.1596 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:19] d2.utils.events INFO: eta: 2:56:12 iter: 412399 total_loss: 4.983 loss_ce: 0.2221 loss_bbox: 0.1417 loss_giou: 0.3012 loss_ce_0: 0.4346 loss_bbox_0: 0.2508 loss_giou_0: 0.4793 loss_ce_1: 0.3358 loss_bbox_1: 0.1725 loss_giou_1: 0.3487 loss_ce_2: 0.2633 loss_bbox_2: 0.1574 loss_giou_2: 0.3311 loss_ce_3: 0.2461 loss_bbox_3: 0.1542 loss_giou_3: 0.3187 loss_ce_4: 0.2234 loss_bbox_4: 0.1463 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:25] d2.utils.events INFO: eta: 2:56:05 iter: 412419 total_loss: 4.801 loss_ce: 0.1958 loss_bbox: 0.1503 loss_giou: 0.2963 loss_ce_0: 0.4251 loss_bbox_0: 0.2712 loss_giou_0: 0.4755 loss_ce_1: 0.3114 loss_bbox_1: 0.1897 loss_giou_1: 0.348 loss_ce_2: 0.2448 loss_bbox_2: 0.1695 loss_giou_2: 0.3208 loss_ce_3: 0.2154 loss_bbox_3: 0.1651 loss_giou_3: 0.3081 loss_ce_4: 0.2008 loss_bbox_4: 0.1551 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0304 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:30] d2.utils.events INFO: eta: 2:56:02 iter: 412439 total_loss: 4.72 loss_ce: 0.1972 loss_bbox: 0.15 loss_giou: 0.2944 loss_ce_0: 0.4217 loss_bbox_0: 0.2755 loss_giou_0: 0.4743 loss_ce_1: 0.3134 loss_bbox_1: 0.1864 loss_giou_1: 0.3483 loss_ce_2: 0.2462 loss_bbox_2: 0.1693 loss_giou_2: 0.315 loss_ce_3: 0.2118 loss_bbox_3: 0.1624 loss_giou_3: 0.3034 loss_ce_4: 0.2027 loss_bbox_4: 0.1534 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:36] d2.utils.events INFO: eta: 2:55:53 iter: 412459 total_loss: 4.603 loss_ce: 0.1938 loss_bbox: 0.1508 loss_giou: 0.2979 loss_ce_0: 0.4062 loss_bbox_0: 0.2416 loss_giou_0: 0.4338 loss_ce_1: 0.2825 loss_bbox_1: 0.1844 loss_giou_1: 0.3376 loss_ce_2: 0.2285 loss_bbox_2: 0.1645 loss_giou_2: 0.3126 loss_ce_3: 0.2065 loss_bbox_3: 0.1543 loss_giou_3: 0.2996 loss_ce_4: 0.2005 loss_bbox_4: 0.1481 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:42] d2.utils.events INFO: eta: 2:55:47 iter: 412479 total_loss: 4.719 loss_ce: 0.208 loss_bbox: 0.148 loss_giou: 0.2975 loss_ce_0: 0.4213 loss_bbox_0: 0.2604 loss_giou_0: 0.4697 loss_ce_1: 0.3102 loss_bbox_1: 0.1762 loss_giou_1: 0.346 loss_ce_2: 0.255 loss_bbox_2: 0.1693 loss_giou_2: 0.3226 loss_ce_3: 0.2247 loss_bbox_3: 0.159 loss_giou_3: 0.311 loss_ce_4: 0.2129 loss_bbox_4: 0.1535 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:47] d2.utils.events INFO: eta: 2:55:42 iter: 412499 total_loss: 4.745 loss_ce: 0.1922 loss_bbox: 0.1478 loss_giou: 0.2969 loss_ce_0: 0.4043 loss_bbox_0: 0.255 loss_giou_0: 0.4561 loss_ce_1: 0.2997 loss_bbox_1: 0.1779 loss_giou_1: 0.3415 loss_ce_2: 0.2412 loss_bbox_2: 0.159 loss_giou_2: 0.3128 loss_ce_3: 0.215 loss_bbox_3: 0.1544 loss_giou_3: 0.303 loss_ce_4: 0.1995 loss_bbox_4: 0.1509 loss_giou_4: 0.2992 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:53] d2.utils.events INFO: eta: 2:55:36 iter: 412519 total_loss: 4.694 loss_ce: 0.1917 loss_bbox: 0.1548 loss_giou: 0.2827 loss_ce_0: 0.425 loss_bbox_0: 0.2636 loss_giou_0: 0.4366 loss_ce_1: 0.3068 loss_bbox_1: 0.1823 loss_giou_1: 0.3203 loss_ce_2: 0.2482 loss_bbox_2: 0.1612 loss_giou_2: 0.301 loss_ce_3: 0.2143 loss_bbox_3: 0.1558 loss_giou_3: 0.2934 loss_ce_4: 0.2002 loss_bbox_4: 0.1567 loss_giou_4: 0.2901 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:54:59] d2.utils.events INFO: eta: 2:55:31 iter: 412539 total_loss: 4.762 loss_ce: 0.1996 loss_bbox: 0.1549 loss_giou: 0.2928 loss_ce_0: 0.428 loss_bbox_0: 0.267 loss_giou_0: 0.4626 loss_ce_1: 0.3087 loss_bbox_1: 0.1882 loss_giou_1: 0.3417 loss_ce_2: 0.258 loss_bbox_2: 0.1717 loss_giou_2: 0.3198 loss_ce_3: 0.2311 loss_bbox_3: 0.1578 loss_giou_3: 0.3008 loss_ce_4: 0.2083 loss_bbox_4: 0.1591 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:05] d2.utils.events INFO: eta: 2:55:28 iter: 412559 total_loss: 4.741 loss_ce: 0.2111 loss_bbox: 0.1561 loss_giou: 0.3111 loss_ce_0: 0.4251 loss_bbox_0: 0.2612 loss_giou_0: 0.4688 loss_ce_1: 0.3196 loss_bbox_1: 0.1843 loss_giou_1: 0.3583 loss_ce_2: 0.2523 loss_bbox_2: 0.1704 loss_giou_2: 0.3297 loss_ce_3: 0.2316 loss_bbox_3: 0.1646 loss_giou_3: 0.3226 loss_ce_4: 0.2191 loss_bbox_4: 0.1625 loss_giou_4: 0.3159 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:10] d2.utils.events INFO: eta: 2:55:22 iter: 412579 total_loss: 4.789 loss_ce: 0.203 loss_bbox: 0.1554 loss_giou: 0.2916 loss_ce_0: 0.446 loss_bbox_0: 0.273 loss_giou_0: 0.4458 loss_ce_1: 0.3118 loss_bbox_1: 0.1824 loss_giou_1: 0.3336 loss_ce_2: 0.2561 loss_bbox_2: 0.1636 loss_giou_2: 0.3075 loss_ce_3: 0.2277 loss_bbox_3: 0.1621 loss_giou_3: 0.2992 loss_ce_4: 0.2018 loss_bbox_4: 0.1592 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:16] d2.utils.events INFO: eta: 2:55:17 iter: 412599 total_loss: 4.787 loss_ce: 0.2075 loss_bbox: 0.1592 loss_giou: 0.3003 loss_ce_0: 0.4275 loss_bbox_0: 0.2747 loss_giou_0: 0.4651 loss_ce_1: 0.3167 loss_bbox_1: 0.1894 loss_giou_1: 0.3491 loss_ce_2: 0.2753 loss_bbox_2: 0.1731 loss_giou_2: 0.3189 loss_ce_3: 0.2326 loss_bbox_3: 0.1661 loss_giou_3: 0.312 loss_ce_4: 0.2106 loss_bbox_4: 0.1614 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:22] d2.utils.events INFO: eta: 2:55:13 iter: 412619 total_loss: 5.047 loss_ce: 0.2275 loss_bbox: 0.1484 loss_giou: 0.2944 loss_ce_0: 0.4494 loss_bbox_0: 0.2718 loss_giou_0: 0.4638 loss_ce_1: 0.343 loss_bbox_1: 0.1829 loss_giou_1: 0.342 loss_ce_2: 0.2741 loss_bbox_2: 0.1657 loss_giou_2: 0.3174 loss_ce_3: 0.2439 loss_bbox_3: 0.1577 loss_giou_3: 0.3037 loss_ce_4: 0.2317 loss_bbox_4: 0.153 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:27] d2.utils.events INFO: eta: 2:55:06 iter: 412639 total_loss: 4.747 loss_ce: 0.2019 loss_bbox: 0.1528 loss_giou: 0.3085 loss_ce_0: 0.4418 loss_bbox_0: 0.2645 loss_giou_0: 0.4631 loss_ce_1: 0.3115 loss_bbox_1: 0.1792 loss_giou_1: 0.3425 loss_ce_2: 0.2531 loss_bbox_2: 0.1606 loss_giou_2: 0.3263 loss_ce_3: 0.2191 loss_bbox_3: 0.1544 loss_giou_3: 0.3133 loss_ce_4: 0.2055 loss_bbox_4: 0.1541 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0221 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:33] d2.utils.events INFO: eta: 2:55:01 iter: 412659 total_loss: 4.74 loss_ce: 0.1997 loss_bbox: 0.1537 loss_giou: 0.3103 loss_ce_0: 0.4294 loss_bbox_0: 0.2626 loss_giou_0: 0.4755 loss_ce_1: 0.3249 loss_bbox_1: 0.1826 loss_giou_1: 0.3461 loss_ce_2: 0.2592 loss_bbox_2: 0.1675 loss_giou_2: 0.3203 loss_ce_3: 0.2194 loss_bbox_3: 0.1654 loss_giou_3: 0.3129 loss_ce_4: 0.2007 loss_bbox_4: 0.1566 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:39] d2.utils.events INFO: eta: 2:54:55 iter: 412679 total_loss: 4.718 loss_ce: 0.1943 loss_bbox: 0.1417 loss_giou: 0.3019 loss_ce_0: 0.4228 loss_bbox_0: 0.2561 loss_giou_0: 0.4767 loss_ce_1: 0.3015 loss_bbox_1: 0.1699 loss_giou_1: 0.3448 loss_ce_2: 0.2399 loss_bbox_2: 0.1579 loss_giou_2: 0.3232 loss_ce_3: 0.2165 loss_bbox_3: 0.1502 loss_giou_3: 0.3096 loss_ce_4: 0.1992 loss_bbox_4: 0.143 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:44] d2.utils.events INFO: eta: 2:54:49 iter: 412699 total_loss: 4.583 loss_ce: 0.2031 loss_bbox: 0.1538 loss_giou: 0.2957 loss_ce_0: 0.4179 loss_bbox_0: 0.2461 loss_giou_0: 0.4489 loss_ce_1: 0.2997 loss_bbox_1: 0.174 loss_giou_1: 0.3385 loss_ce_2: 0.2393 loss_bbox_2: 0.1602 loss_giou_2: 0.3118 loss_ce_3: 0.2154 loss_bbox_3: 0.1547 loss_giou_3: 0.3021 loss_ce_4: 0.2024 loss_bbox_4: 0.1531 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:50] d2.utils.events INFO: eta: 2:54:39 iter: 412719 total_loss: 4.603 loss_ce: 0.1726 loss_bbox: 0.1568 loss_giou: 0.2811 loss_ce_0: 0.4224 loss_bbox_0: 0.2685 loss_giou_0: 0.4429 loss_ce_1: 0.3018 loss_bbox_1: 0.1865 loss_giou_1: 0.3289 loss_ce_2: 0.2439 loss_bbox_2: 0.1666 loss_giou_2: 0.3016 loss_ce_3: 0.1926 loss_bbox_3: 0.1646 loss_giou_3: 0.2948 loss_ce_4: 0.1843 loss_bbox_4: 0.157 loss_giou_4: 0.2864 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 22:55:56] d2.utils.events INFO: eta: 2:54:33 iter: 412739 total_loss: 4.512 loss_ce: 0.2047 loss_bbox: 0.1491 loss_giou: 0.2811 loss_ce_0: 0.431 loss_bbox_0: 0.2684 loss_giou_0: 0.4343 loss_ce_1: 0.323 loss_bbox_1: 0.186 loss_giou_1: 0.3259 loss_ce_2: 0.2552 loss_bbox_2: 0.1698 loss_giou_2: 0.3054 loss_ce_3: 0.2241 loss_bbox_3: 0.1633 loss_giou_3: 0.295 loss_ce_4: 0.211 loss_bbox_4: 0.1531 loss_giou_4: 0.2904 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:01] d2.utils.events INFO: eta: 2:54:28 iter: 412759 total_loss: 4.771 loss_ce: 0.2217 loss_bbox: 0.1533 loss_giou: 0.3004 loss_ce_0: 0.4313 loss_bbox_0: 0.2491 loss_giou_0: 0.4622 loss_ce_1: 0.3091 loss_bbox_1: 0.175 loss_giou_1: 0.3502 loss_ce_2: 0.2574 loss_bbox_2: 0.1619 loss_giou_2: 0.3262 loss_ce_3: 0.2289 loss_bbox_3: 0.1566 loss_giou_3: 0.3114 loss_ce_4: 0.2224 loss_bbox_4: 0.1557 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:07] d2.utils.events INFO: eta: 2:54:22 iter: 412779 total_loss: 4.645 loss_ce: 0.1894 loss_bbox: 0.1523 loss_giou: 0.2875 loss_ce_0: 0.4378 loss_bbox_0: 0.2682 loss_giou_0: 0.4669 loss_ce_1: 0.3139 loss_bbox_1: 0.1853 loss_giou_1: 0.3323 loss_ce_2: 0.2531 loss_bbox_2: 0.1672 loss_giou_2: 0.3104 loss_ce_3: 0.2162 loss_bbox_3: 0.1589 loss_giou_3: 0.3021 loss_ce_4: 0.1968 loss_bbox_4: 0.1551 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:13] d2.utils.events INFO: eta: 2:54:16 iter: 412799 total_loss: 4.933 loss_ce: 0.205 loss_bbox: 0.1663 loss_giou: 0.3047 loss_ce_0: 0.4349 loss_bbox_0: 0.2716 loss_giou_0: 0.4569 loss_ce_1: 0.3249 loss_bbox_1: 0.1939 loss_giou_1: 0.3502 loss_ce_2: 0.2633 loss_bbox_2: 0.1828 loss_giou_2: 0.32 loss_ce_3: 0.2342 loss_bbox_3: 0.1741 loss_giou_3: 0.3147 loss_ce_4: 0.2081 loss_bbox_4: 0.1687 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:19] d2.utils.events INFO: eta: 2:54:10 iter: 412819 total_loss: 4.794 loss_ce: 0.2134 loss_bbox: 0.1605 loss_giou: 0.3124 loss_ce_0: 0.4448 loss_bbox_0: 0.2637 loss_giou_0: 0.4684 loss_ce_1: 0.3195 loss_bbox_1: 0.1958 loss_giou_1: 0.3602 loss_ce_2: 0.261 loss_bbox_2: 0.1726 loss_giou_2: 0.3317 loss_ce_3: 0.2278 loss_bbox_3: 0.1682 loss_giou_3: 0.3198 loss_ce_4: 0.2088 loss_bbox_4: 0.164 loss_giou_4: 0.3222 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:24] d2.utils.events INFO: eta: 2:54:08 iter: 412839 total_loss: 4.618 loss_ce: 0.1978 loss_bbox: 0.1477 loss_giou: 0.2893 loss_ce_0: 0.4397 loss_bbox_0: 0.2538 loss_giou_0: 0.45 loss_ce_1: 0.3207 loss_bbox_1: 0.1796 loss_giou_1: 0.3266 loss_ce_2: 0.2505 loss_bbox_2: 0.1608 loss_giou_2: 0.3139 loss_ce_3: 0.2032 loss_bbox_3: 0.155 loss_giou_3: 0.3013 loss_ce_4: 0.1966 loss_bbox_4: 0.1514 loss_giou_4: 0.2889 time: 0.2800 data_time: 0.0182 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:30] d2.utils.events INFO: eta: 2:54:03 iter: 412859 total_loss: 4.843 loss_ce: 0.214 loss_bbox: 0.1492 loss_giou: 0.311 loss_ce_0: 0.4449 loss_bbox_0: 0.277 loss_giou_0: 0.4439 loss_ce_1: 0.3129 loss_bbox_1: 0.1785 loss_giou_1: 0.3589 loss_ce_2: 0.2558 loss_bbox_2: 0.1642 loss_giou_2: 0.3271 loss_ce_3: 0.2297 loss_bbox_3: 0.1554 loss_giou_3: 0.3143 loss_ce_4: 0.2184 loss_bbox_4: 0.153 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:36] d2.utils.events INFO: eta: 2:53:58 iter: 412879 total_loss: 4.91 loss_ce: 0.203 loss_bbox: 0.1532 loss_giou: 0.3085 loss_ce_0: 0.4381 loss_bbox_0: 0.2675 loss_giou_0: 0.4889 loss_ce_1: 0.3189 loss_bbox_1: 0.1827 loss_giou_1: 0.3623 loss_ce_2: 0.2546 loss_bbox_2: 0.1666 loss_giou_2: 0.3299 loss_ce_3: 0.2202 loss_bbox_3: 0.1597 loss_giou_3: 0.3168 loss_ce_4: 0.2082 loss_bbox_4: 0.1556 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:41] d2.utils.events INFO: eta: 2:53:51 iter: 412899 total_loss: 4.772 loss_ce: 0.2074 loss_bbox: 0.1586 loss_giou: 0.3084 loss_ce_0: 0.4371 loss_bbox_0: 0.256 loss_giou_0: 0.4698 loss_ce_1: 0.3191 loss_bbox_1: 0.1826 loss_giou_1: 0.3437 loss_ce_2: 0.2532 loss_bbox_2: 0.1733 loss_giou_2: 0.3248 loss_ce_3: 0.2114 loss_bbox_3: 0.1653 loss_giou_3: 0.3171 loss_ce_4: 0.2095 loss_bbox_4: 0.1612 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:47] d2.utils.events INFO: eta: 2:53:44 iter: 412919 total_loss: 4.604 loss_ce: 0.1941 loss_bbox: 0.1507 loss_giou: 0.3044 loss_ce_0: 0.4335 loss_bbox_0: 0.2459 loss_giou_0: 0.4498 loss_ce_1: 0.3168 loss_bbox_1: 0.1679 loss_giou_1: 0.3367 loss_ce_2: 0.2414 loss_bbox_2: 0.1526 loss_giou_2: 0.312 loss_ce_3: 0.2067 loss_bbox_3: 0.1547 loss_giou_3: 0.3048 loss_ce_4: 0.193 loss_bbox_4: 0.1523 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:53] d2.utils.events INFO: eta: 2:53:37 iter: 412939 total_loss: 4.953 loss_ce: 0.2269 loss_bbox: 0.1647 loss_giou: 0.3113 loss_ce_0: 0.444 loss_bbox_0: 0.2709 loss_giou_0: 0.4782 loss_ce_1: 0.3309 loss_bbox_1: 0.2012 loss_giou_1: 0.361 loss_ce_2: 0.274 loss_bbox_2: 0.1793 loss_giou_2: 0.3349 loss_ce_3: 0.2464 loss_bbox_3: 0.1738 loss_giou_3: 0.3215 loss_ce_4: 0.235 loss_bbox_4: 0.1693 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0180 lr: 2.5e-06 max_mem: 5427M [11/03 22:56:58] d2.utils.events INFO: eta: 2:53:36 iter: 412959 total_loss: 4.52 loss_ce: 0.1891 loss_bbox: 0.1473 loss_giou: 0.2961 loss_ce_0: 0.423 loss_bbox_0: 0.2619 loss_giou_0: 0.4611 loss_ce_1: 0.3136 loss_bbox_1: 0.1752 loss_giou_1: 0.341 loss_ce_2: 0.2447 loss_bbox_2: 0.156 loss_giou_2: 0.3178 loss_ce_3: 0.2155 loss_bbox_3: 0.152 loss_giou_3: 0.3077 loss_ce_4: 0.1958 loss_bbox_4: 0.1491 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:04] d2.utils.events INFO: eta: 2:53:31 iter: 412979 total_loss: 4.645 loss_ce: 0.1967 loss_bbox: 0.1428 loss_giou: 0.3097 loss_ce_0: 0.4484 loss_bbox_0: 0.2638 loss_giou_0: 0.4446 loss_ce_1: 0.3263 loss_bbox_1: 0.1788 loss_giou_1: 0.3357 loss_ce_2: 0.2482 loss_bbox_2: 0.1565 loss_giou_2: 0.3094 loss_ce_3: 0.2307 loss_bbox_3: 0.1447 loss_giou_3: 0.3024 loss_ce_4: 0.2043 loss_bbox_4: 0.1441 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:10] d2.utils.events INFO: eta: 2:53:25 iter: 412999 total_loss: 4.727 loss_ce: 0.1959 loss_bbox: 0.1522 loss_giou: 0.3064 loss_ce_0: 0.4426 loss_bbox_0: 0.2654 loss_giou_0: 0.4697 loss_ce_1: 0.3113 loss_bbox_1: 0.1822 loss_giou_1: 0.3466 loss_ce_2: 0.2539 loss_bbox_2: 0.1639 loss_giou_2: 0.3223 loss_ce_3: 0.2115 loss_bbox_3: 0.156 loss_giou_3: 0.3137 loss_ce_4: 0.1984 loss_bbox_4: 0.1513 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:15] d2.utils.events INFO: eta: 2:53:19 iter: 413019 total_loss: 4.979 loss_ce: 0.216 loss_bbox: 0.1587 loss_giou: 0.2818 loss_ce_0: 0.4456 loss_bbox_0: 0.2854 loss_giou_0: 0.4513 loss_ce_1: 0.3321 loss_bbox_1: 0.1974 loss_giou_1: 0.3284 loss_ce_2: 0.2639 loss_bbox_2: 0.1767 loss_giou_2: 0.3013 loss_ce_3: 0.2376 loss_bbox_3: 0.1686 loss_giou_3: 0.2875 loss_ce_4: 0.2253 loss_bbox_4: 0.164 loss_giou_4: 0.2859 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:21] d2.utils.events INFO: eta: 2:53:14 iter: 413039 total_loss: 4.825 loss_ce: 0.1976 loss_bbox: 0.1536 loss_giou: 0.3017 loss_ce_0: 0.4199 loss_bbox_0: 0.2617 loss_giou_0: 0.4744 loss_ce_1: 0.3139 loss_bbox_1: 0.1836 loss_giou_1: 0.3467 loss_ce_2: 0.2501 loss_bbox_2: 0.1667 loss_giou_2: 0.3242 loss_ce_3: 0.2137 loss_bbox_3: 0.1622 loss_giou_3: 0.3132 loss_ce_4: 0.2053 loss_bbox_4: 0.1583 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:27] d2.utils.events INFO: eta: 2:53:07 iter: 413059 total_loss: 4.872 loss_ce: 0.2042 loss_bbox: 0.1636 loss_giou: 0.3127 loss_ce_0: 0.4257 loss_bbox_0: 0.2774 loss_giou_0: 0.4765 loss_ce_1: 0.3081 loss_bbox_1: 0.1912 loss_giou_1: 0.3616 loss_ce_2: 0.2524 loss_bbox_2: 0.1785 loss_giou_2: 0.34 loss_ce_3: 0.2239 loss_bbox_3: 0.1663 loss_giou_3: 0.3241 loss_ce_4: 0.2112 loss_bbox_4: 0.1645 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:32] d2.utils.events INFO: eta: 2:52:58 iter: 413079 total_loss: 4.882 loss_ce: 0.1948 loss_bbox: 0.1656 loss_giou: 0.3042 loss_ce_0: 0.4354 loss_bbox_0: 0.2805 loss_giou_0: 0.4635 loss_ce_1: 0.3126 loss_bbox_1: 0.194 loss_giou_1: 0.3443 loss_ce_2: 0.2562 loss_bbox_2: 0.1759 loss_giou_2: 0.3251 loss_ce_3: 0.2178 loss_bbox_3: 0.1707 loss_giou_3: 0.3153 loss_ce_4: 0.1994 loss_bbox_4: 0.1644 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:38] d2.utils.events INFO: eta: 2:52:52 iter: 413099 total_loss: 4.93 loss_ce: 0.2004 loss_bbox: 0.1496 loss_giou: 0.3187 loss_ce_0: 0.4184 loss_bbox_0: 0.2601 loss_giou_0: 0.4695 loss_ce_1: 0.309 loss_bbox_1: 0.1746 loss_giou_1: 0.3507 loss_ce_2: 0.2606 loss_bbox_2: 0.1626 loss_giou_2: 0.3276 loss_ce_3: 0.2169 loss_bbox_3: 0.1563 loss_giou_3: 0.3177 loss_ce_4: 0.2001 loss_bbox_4: 0.1527 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0208 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:44] d2.utils.events INFO: eta: 2:52:47 iter: 413119 total_loss: 4.513 loss_ce: 0.1911 loss_bbox: 0.1547 loss_giou: 0.286 loss_ce_0: 0.4177 loss_bbox_0: 0.2619 loss_giou_0: 0.4411 loss_ce_1: 0.3054 loss_bbox_1: 0.1806 loss_giou_1: 0.3271 loss_ce_2: 0.2391 loss_bbox_2: 0.1612 loss_giou_2: 0.3032 loss_ce_3: 0.2096 loss_bbox_3: 0.1586 loss_giou_3: 0.2971 loss_ce_4: 0.1935 loss_bbox_4: 0.1567 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:49] d2.utils.events INFO: eta: 2:52:42 iter: 413139 total_loss: 5.04 loss_ce: 0.2188 loss_bbox: 0.1602 loss_giou: 0.3128 loss_ce_0: 0.4387 loss_bbox_0: 0.2677 loss_giou_0: 0.4904 loss_ce_1: 0.3331 loss_bbox_1: 0.1884 loss_giou_1: 0.363 loss_ce_2: 0.2742 loss_bbox_2: 0.1733 loss_giou_2: 0.3345 loss_ce_3: 0.2395 loss_bbox_3: 0.1675 loss_giou_3: 0.3235 loss_ce_4: 0.2217 loss_bbox_4: 0.1632 loss_giou_4: 0.3181 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 22:57:55] d2.utils.events INFO: eta: 2:52:39 iter: 413159 total_loss: 4.63 loss_ce: 0.1843 loss_bbox: 0.1452 loss_giou: 0.2981 loss_ce_0: 0.4155 loss_bbox_0: 0.2444 loss_giou_0: 0.4567 loss_ce_1: 0.3083 loss_bbox_1: 0.1726 loss_giou_1: 0.3486 loss_ce_2: 0.2355 loss_bbox_2: 0.1578 loss_giou_2: 0.328 loss_ce_3: 0.2121 loss_bbox_3: 0.1505 loss_giou_3: 0.3165 loss_ce_4: 0.1863 loss_bbox_4: 0.1465 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0224 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:01] d2.utils.events INFO: eta: 2:52:31 iter: 413179 total_loss: 4.743 loss_ce: 0.2029 loss_bbox: 0.1591 loss_giou: 0.2964 loss_ce_0: 0.4174 loss_bbox_0: 0.2654 loss_giou_0: 0.4678 loss_ce_1: 0.3071 loss_bbox_1: 0.1867 loss_giou_1: 0.3464 loss_ce_2: 0.2554 loss_bbox_2: 0.1698 loss_giou_2: 0.3199 loss_ce_3: 0.2257 loss_bbox_3: 0.1677 loss_giou_3: 0.3118 loss_ce_4: 0.2113 loss_bbox_4: 0.1606 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:06] d2.utils.events INFO: eta: 2:52:23 iter: 413199 total_loss: 4.802 loss_ce: 0.2157 loss_bbox: 0.1478 loss_giou: 0.311 loss_ce_0: 0.4251 loss_bbox_0: 0.2598 loss_giou_0: 0.4888 loss_ce_1: 0.3153 loss_bbox_1: 0.1803 loss_giou_1: 0.3608 loss_ce_2: 0.2565 loss_bbox_2: 0.164 loss_giou_2: 0.3326 loss_ce_3: 0.2304 loss_bbox_3: 0.1542 loss_giou_3: 0.3192 loss_ce_4: 0.221 loss_bbox_4: 0.1519 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:12] d2.utils.events INFO: eta: 2:52:18 iter: 413219 total_loss: 5.008 loss_ce: 0.2075 loss_bbox: 0.1492 loss_giou: 0.3149 loss_ce_0: 0.4284 loss_bbox_0: 0.2522 loss_giou_0: 0.4995 loss_ce_1: 0.3202 loss_bbox_1: 0.179 loss_giou_1: 0.3598 loss_ce_2: 0.2524 loss_bbox_2: 0.1612 loss_giou_2: 0.3333 loss_ce_3: 0.2219 loss_bbox_3: 0.1533 loss_giou_3: 0.3236 loss_ce_4: 0.2114 loss_bbox_4: 0.1489 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0317 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:18] d2.utils.events INFO: eta: 2:52:09 iter: 413239 total_loss: 4.79 loss_ce: 0.2007 loss_bbox: 0.1619 loss_giou: 0.3158 loss_ce_0: 0.4136 loss_bbox_0: 0.2682 loss_giou_0: 0.4734 loss_ce_1: 0.2945 loss_bbox_1: 0.1908 loss_giou_1: 0.3586 loss_ce_2: 0.2467 loss_bbox_2: 0.1735 loss_giou_2: 0.3265 loss_ce_3: 0.2125 loss_bbox_3: 0.1675 loss_giou_3: 0.3246 loss_ce_4: 0.1985 loss_bbox_4: 0.1639 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0211 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:23] d2.utils.events INFO: eta: 2:52:04 iter: 413259 total_loss: 4.871 loss_ce: 0.2074 loss_bbox: 0.1563 loss_giou: 0.3083 loss_ce_0: 0.434 loss_bbox_0: 0.2733 loss_giou_0: 0.4877 loss_ce_1: 0.3134 loss_bbox_1: 0.1922 loss_giou_1: 0.3648 loss_ce_2: 0.2428 loss_bbox_2: 0.1802 loss_giou_2: 0.3381 loss_ce_3: 0.216 loss_bbox_3: 0.1701 loss_giou_3: 0.3203 loss_ce_4: 0.2021 loss_bbox_4: 0.1627 loss_giou_4: 0.321 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:29] d2.utils.events INFO: eta: 2:51:57 iter: 413279 total_loss: 4.767 loss_ce: 0.1952 loss_bbox: 0.1509 loss_giou: 0.2939 loss_ce_0: 0.428 loss_bbox_0: 0.2481 loss_giou_0: 0.4513 loss_ce_1: 0.3096 loss_bbox_1: 0.1842 loss_giou_1: 0.342 loss_ce_2: 0.2491 loss_bbox_2: 0.1704 loss_giou_2: 0.3117 loss_ce_3: 0.2111 loss_bbox_3: 0.1639 loss_giou_3: 0.3 loss_ce_4: 0.2019 loss_bbox_4: 0.1533 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:35] d2.utils.events INFO: eta: 2:51:54 iter: 413299 total_loss: 4.835 loss_ce: 0.1998 loss_bbox: 0.1602 loss_giou: 0.3058 loss_ce_0: 0.4286 loss_bbox_0: 0.2747 loss_giou_0: 0.48 loss_ce_1: 0.3086 loss_bbox_1: 0.1898 loss_giou_1: 0.352 loss_ce_2: 0.2423 loss_bbox_2: 0.1717 loss_giou_2: 0.3261 loss_ce_3: 0.2156 loss_bbox_3: 0.1668 loss_giou_3: 0.3116 loss_ce_4: 0.2002 loss_bbox_4: 0.1653 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:40] d2.utils.events INFO: eta: 2:51:45 iter: 413319 total_loss: 4.972 loss_ce: 0.2164 loss_bbox: 0.1543 loss_giou: 0.3199 loss_ce_0: 0.4424 loss_bbox_0: 0.2665 loss_giou_0: 0.4928 loss_ce_1: 0.3246 loss_bbox_1: 0.18 loss_giou_1: 0.3734 loss_ce_2: 0.2624 loss_bbox_2: 0.1661 loss_giou_2: 0.346 loss_ce_3: 0.2325 loss_bbox_3: 0.1585 loss_giou_3: 0.3305 loss_ce_4: 0.215 loss_bbox_4: 0.1569 loss_giou_4: 0.3237 time: 0.2800 data_time: 0.0196 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:46] d2.utils.events INFO: eta: 2:51:39 iter: 413339 total_loss: 4.591 loss_ce: 0.1911 loss_bbox: 0.1557 loss_giou: 0.2798 loss_ce_0: 0.4237 loss_bbox_0: 0.259 loss_giou_0: 0.4396 loss_ce_1: 0.3106 loss_bbox_1: 0.1867 loss_giou_1: 0.3247 loss_ce_2: 0.2402 loss_bbox_2: 0.1634 loss_giou_2: 0.296 loss_ce_3: 0.2103 loss_bbox_3: 0.164 loss_giou_3: 0.2891 loss_ce_4: 0.1967 loss_bbox_4: 0.1596 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0203 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:52] d2.utils.events INFO: eta: 2:51:33 iter: 413359 total_loss: 4.849 loss_ce: 0.2098 loss_bbox: 0.1548 loss_giou: 0.2911 loss_ce_0: 0.425 loss_bbox_0: 0.257 loss_giou_0: 0.4858 loss_ce_1: 0.3136 loss_bbox_1: 0.1915 loss_giou_1: 0.3437 loss_ce_2: 0.2476 loss_bbox_2: 0.1706 loss_giou_2: 0.314 loss_ce_3: 0.2202 loss_bbox_3: 0.1618 loss_giou_3: 0.2978 loss_ce_4: 0.2074 loss_bbox_4: 0.1577 loss_giou_4: 0.2955 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:58:58] d2.utils.events INFO: eta: 2:51:31 iter: 413379 total_loss: 4.991 loss_ce: 0.2292 loss_bbox: 0.1594 loss_giou: 0.3157 loss_ce_0: 0.4302 loss_bbox_0: 0.2724 loss_giou_0: 0.4935 loss_ce_1: 0.3253 loss_bbox_1: 0.1903 loss_giou_1: 0.3632 loss_ce_2: 0.2677 loss_bbox_2: 0.1707 loss_giou_2: 0.3334 loss_ce_3: 0.2425 loss_bbox_3: 0.1623 loss_giou_3: 0.3199 loss_ce_4: 0.2294 loss_bbox_4: 0.1619 loss_giou_4: 0.32 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:03] d2.utils.events INFO: eta: 2:51:26 iter: 413399 total_loss: 4.85 loss_ce: 0.2119 loss_bbox: 0.1658 loss_giou: 0.3066 loss_ce_0: 0.4155 loss_bbox_0: 0.2759 loss_giou_0: 0.4821 loss_ce_1: 0.3233 loss_bbox_1: 0.191 loss_giou_1: 0.3533 loss_ce_2: 0.2587 loss_bbox_2: 0.1753 loss_giou_2: 0.3261 loss_ce_3: 0.2166 loss_bbox_3: 0.1653 loss_giou_3: 0.317 loss_ce_4: 0.2069 loss_bbox_4: 0.1629 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:09] d2.utils.events INFO: eta: 2:51:19 iter: 413419 total_loss: 4.771 loss_ce: 0.2043 loss_bbox: 0.155 loss_giou: 0.3059 loss_ce_0: 0.4136 loss_bbox_0: 0.2499 loss_giou_0: 0.4472 loss_ce_1: 0.308 loss_bbox_1: 0.181 loss_giou_1: 0.3334 loss_ce_2: 0.2559 loss_bbox_2: 0.1622 loss_giou_2: 0.3175 loss_ce_3: 0.2195 loss_bbox_3: 0.1581 loss_giou_3: 0.3046 loss_ce_4: 0.2055 loss_bbox_4: 0.1557 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0290 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:15] d2.utils.events INFO: eta: 2:51:13 iter: 413439 total_loss: 4.86 loss_ce: 0.1981 loss_bbox: 0.152 loss_giou: 0.3059 loss_ce_0: 0.4298 loss_bbox_0: 0.2637 loss_giou_0: 0.4896 loss_ce_1: 0.3124 loss_bbox_1: 0.1783 loss_giou_1: 0.3452 loss_ce_2: 0.257 loss_bbox_2: 0.1672 loss_giou_2: 0.3319 loss_ce_3: 0.2226 loss_bbox_3: 0.1592 loss_giou_3: 0.3157 loss_ce_4: 0.2036 loss_bbox_4: 0.1537 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:20] d2.utils.events INFO: eta: 2:51:09 iter: 413459 total_loss: 4.848 loss_ce: 0.1936 loss_bbox: 0.1409 loss_giou: 0.2948 loss_ce_0: 0.4289 loss_bbox_0: 0.2534 loss_giou_0: 0.4641 loss_ce_1: 0.3215 loss_bbox_1: 0.1644 loss_giou_1: 0.3499 loss_ce_2: 0.2544 loss_bbox_2: 0.1563 loss_giou_2: 0.3169 loss_ce_3: 0.2117 loss_bbox_3: 0.1483 loss_giou_3: 0.3091 loss_ce_4: 0.1986 loss_bbox_4: 0.1462 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0195 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:26] d2.utils.events INFO: eta: 2:51:02 iter: 413479 total_loss: 4.904 loss_ce: 0.2033 loss_bbox: 0.1538 loss_giou: 0.3178 loss_ce_0: 0.4292 loss_bbox_0: 0.262 loss_giou_0: 0.5001 loss_ce_1: 0.3107 loss_bbox_1: 0.1869 loss_giou_1: 0.3694 loss_ce_2: 0.2477 loss_bbox_2: 0.1708 loss_giou_2: 0.3416 loss_ce_3: 0.2216 loss_bbox_3: 0.1601 loss_giou_3: 0.3304 loss_ce_4: 0.2049 loss_bbox_4: 0.1578 loss_giou_4: 0.3252 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:32] d2.utils.events INFO: eta: 2:50:55 iter: 413499 total_loss: 4.95 loss_ce: 0.2079 loss_bbox: 0.1695 loss_giou: 0.3052 loss_ce_0: 0.4346 loss_bbox_0: 0.2755 loss_giou_0: 0.4769 loss_ce_1: 0.3106 loss_bbox_1: 0.2028 loss_giou_1: 0.3523 loss_ce_2: 0.2615 loss_bbox_2: 0.1828 loss_giou_2: 0.3245 loss_ce_3: 0.2256 loss_bbox_3: 0.1781 loss_giou_3: 0.3132 loss_ce_4: 0.2122 loss_bbox_4: 0.1757 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:37] d2.utils.events INFO: eta: 2:50:46 iter: 413519 total_loss: 5 loss_ce: 0.2109 loss_bbox: 0.1651 loss_giou: 0.3137 loss_ce_0: 0.4396 loss_bbox_0: 0.2784 loss_giou_0: 0.4621 loss_ce_1: 0.3293 loss_bbox_1: 0.2025 loss_giou_1: 0.3512 loss_ce_2: 0.2613 loss_bbox_2: 0.1743 loss_giou_2: 0.3234 loss_ce_3: 0.2316 loss_bbox_3: 0.168 loss_giou_3: 0.3231 loss_ce_4: 0.2137 loss_bbox_4: 0.1679 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:43] d2.utils.events INFO: eta: 2:50:35 iter: 413539 total_loss: 4.878 loss_ce: 0.203 loss_bbox: 0.1589 loss_giou: 0.3044 loss_ce_0: 0.4342 loss_bbox_0: 0.2743 loss_giou_0: 0.4779 loss_ce_1: 0.3137 loss_bbox_1: 0.187 loss_giou_1: 0.3528 loss_ce_2: 0.2499 loss_bbox_2: 0.1723 loss_giou_2: 0.326 loss_ce_3: 0.2173 loss_bbox_3: 0.1646 loss_giou_3: 0.3172 loss_ce_4: 0.209 loss_bbox_4: 0.1622 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:49] d2.utils.events INFO: eta: 2:50:22 iter: 413559 total_loss: 4.921 loss_ce: 0.2224 loss_bbox: 0.1596 loss_giou: 0.3173 loss_ce_0: 0.4335 loss_bbox_0: 0.2739 loss_giou_0: 0.4976 loss_ce_1: 0.3263 loss_bbox_1: 0.1913 loss_giou_1: 0.3635 loss_ce_2: 0.2619 loss_bbox_2: 0.1744 loss_giou_2: 0.3346 loss_ce_3: 0.2425 loss_bbox_3: 0.1686 loss_giou_3: 0.3246 loss_ce_4: 0.2204 loss_bbox_4: 0.1637 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 22:59:54] d2.utils.events INFO: eta: 2:50:15 iter: 413579 total_loss: 4.733 loss_ce: 0.2209 loss_bbox: 0.1581 loss_giou: 0.2861 loss_ce_0: 0.4354 loss_bbox_0: 0.2767 loss_giou_0: 0.466 loss_ce_1: 0.3314 loss_bbox_1: 0.1841 loss_giou_1: 0.3297 loss_ce_2: 0.2718 loss_bbox_2: 0.1695 loss_giou_2: 0.306 loss_ce_3: 0.2403 loss_bbox_3: 0.1625 loss_giou_3: 0.2972 loss_ce_4: 0.2296 loss_bbox_4: 0.1592 loss_giou_4: 0.2893 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:00] d2.utils.events INFO: eta: 2:50:10 iter: 413599 total_loss: 4.805 loss_ce: 0.2023 loss_bbox: 0.1504 loss_giou: 0.3 loss_ce_0: 0.4211 loss_bbox_0: 0.2567 loss_giou_0: 0.4763 loss_ce_1: 0.3184 loss_bbox_1: 0.179 loss_giou_1: 0.3398 loss_ce_2: 0.2496 loss_bbox_2: 0.1645 loss_giou_2: 0.3223 loss_ce_3: 0.2225 loss_bbox_3: 0.1546 loss_giou_3: 0.3127 loss_ce_4: 0.21 loss_bbox_4: 0.1532 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:06] d2.utils.events INFO: eta: 2:50:04 iter: 413619 total_loss: 4.81 loss_ce: 0.2046 loss_bbox: 0.1533 loss_giou: 0.2957 loss_ce_0: 0.4231 loss_bbox_0: 0.2662 loss_giou_0: 0.4506 loss_ce_1: 0.3172 loss_bbox_1: 0.1833 loss_giou_1: 0.3352 loss_ce_2: 0.2668 loss_bbox_2: 0.1647 loss_giou_2: 0.3115 loss_ce_3: 0.2254 loss_bbox_3: 0.1572 loss_giou_3: 0.3085 loss_ce_4: 0.204 loss_bbox_4: 0.1528 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:11] d2.utils.events INFO: eta: 2:49:59 iter: 413639 total_loss: 4.726 loss_ce: 0.2015 loss_bbox: 0.165 loss_giou: 0.314 loss_ce_0: 0.3978 loss_bbox_0: 0.2683 loss_giou_0: 0.4868 loss_ce_1: 0.2945 loss_bbox_1: 0.1915 loss_giou_1: 0.3633 loss_ce_2: 0.2337 loss_bbox_2: 0.1709 loss_giou_2: 0.3275 loss_ce_3: 0.2129 loss_bbox_3: 0.1686 loss_giou_3: 0.3211 loss_ce_4: 0.2045 loss_bbox_4: 0.1658 loss_giou_4: 0.3224 time: 0.2800 data_time: 0.0250 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:17] d2.utils.events INFO: eta: 2:49:53 iter: 413659 total_loss: 4.679 loss_ce: 0.2021 loss_bbox: 0.1557 loss_giou: 0.2911 loss_ce_0: 0.4366 loss_bbox_0: 0.2574 loss_giou_0: 0.4511 loss_ce_1: 0.3226 loss_bbox_1: 0.1854 loss_giou_1: 0.3408 loss_ce_2: 0.2652 loss_bbox_2: 0.1693 loss_giou_2: 0.3102 loss_ce_3: 0.2218 loss_bbox_3: 0.1633 loss_giou_3: 0.2994 loss_ce_4: 0.2104 loss_bbox_4: 0.1566 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0197 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:23] d2.utils.events INFO: eta: 2:49:48 iter: 413679 total_loss: 4.787 loss_ce: 0.2214 loss_bbox: 0.1506 loss_giou: 0.3043 loss_ce_0: 0.4405 loss_bbox_0: 0.2616 loss_giou_0: 0.456 loss_ce_1: 0.3331 loss_bbox_1: 0.1768 loss_giou_1: 0.343 loss_ce_2: 0.275 loss_bbox_2: 0.1599 loss_giou_2: 0.3303 loss_ce_3: 0.2473 loss_bbox_3: 0.1549 loss_giou_3: 0.3195 loss_ce_4: 0.224 loss_bbox_4: 0.1554 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:29] d2.utils.events INFO: eta: 2:49:42 iter: 413699 total_loss: 4.545 loss_ce: 0.1768 loss_bbox: 0.1612 loss_giou: 0.2839 loss_ce_0: 0.4166 loss_bbox_0: 0.2725 loss_giou_0: 0.4325 loss_ce_1: 0.282 loss_bbox_1: 0.1918 loss_giou_1: 0.3273 loss_ce_2: 0.225 loss_bbox_2: 0.1714 loss_giou_2: 0.3018 loss_ce_3: 0.1975 loss_bbox_3: 0.1648 loss_giou_3: 0.2902 loss_ce_4: 0.1765 loss_bbox_4: 0.1631 loss_giou_4: 0.2882 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:34] d2.utils.events INFO: eta: 2:49:44 iter: 413719 total_loss: 4.762 loss_ce: 0.2019 loss_bbox: 0.163 loss_giou: 0.2972 loss_ce_0: 0.4244 loss_bbox_0: 0.2645 loss_giou_0: 0.464 loss_ce_1: 0.3277 loss_bbox_1: 0.1879 loss_giou_1: 0.3498 loss_ce_2: 0.2577 loss_bbox_2: 0.1803 loss_giou_2: 0.3187 loss_ce_3: 0.2213 loss_bbox_3: 0.174 loss_giou_3: 0.3131 loss_ce_4: 0.2113 loss_bbox_4: 0.1656 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:40] d2.utils.events INFO: eta: 2:49:33 iter: 413739 total_loss: 4.803 loss_ce: 0.2052 loss_bbox: 0.1578 loss_giou: 0.3009 loss_ce_0: 0.4295 loss_bbox_0: 0.2522 loss_giou_0: 0.4523 loss_ce_1: 0.3133 loss_bbox_1: 0.1841 loss_giou_1: 0.3478 loss_ce_2: 0.2552 loss_bbox_2: 0.1635 loss_giou_2: 0.3218 loss_ce_3: 0.2235 loss_bbox_3: 0.1602 loss_giou_3: 0.3072 loss_ce_4: 0.2087 loss_bbox_4: 0.1576 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:46] d2.utils.events INFO: eta: 2:49:29 iter: 413759 total_loss: 4.662 loss_ce: 0.2005 loss_bbox: 0.1468 loss_giou: 0.2826 loss_ce_0: 0.4219 loss_bbox_0: 0.2475 loss_giou_0: 0.46 loss_ce_1: 0.3064 loss_bbox_1: 0.1739 loss_giou_1: 0.3306 loss_ce_2: 0.2423 loss_bbox_2: 0.1595 loss_giou_2: 0.2995 loss_ce_3: 0.2169 loss_bbox_3: 0.1492 loss_giou_3: 0.2902 loss_ce_4: 0.203 loss_bbox_4: 0.1475 loss_giou_4: 0.2876 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:51] d2.utils.events INFO: eta: 2:49:28 iter: 413779 total_loss: 4.603 loss_ce: 0.2027 loss_bbox: 0.1495 loss_giou: 0.2911 loss_ce_0: 0.4409 loss_bbox_0: 0.2514 loss_giou_0: 0.466 loss_ce_1: 0.3232 loss_bbox_1: 0.1752 loss_giou_1: 0.3393 loss_ce_2: 0.2564 loss_bbox_2: 0.1656 loss_giou_2: 0.3139 loss_ce_3: 0.2264 loss_bbox_3: 0.1536 loss_giou_3: 0.2995 loss_ce_4: 0.2059 loss_bbox_4: 0.1489 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 23:00:57] d2.utils.events INFO: eta: 2:49:23 iter: 413799 total_loss: 4.796 loss_ce: 0.2095 loss_bbox: 0.1451 loss_giou: 0.3067 loss_ce_0: 0.4445 loss_bbox_0: 0.2481 loss_giou_0: 0.4831 loss_ce_1: 0.3278 loss_bbox_1: 0.1701 loss_giou_1: 0.3499 loss_ce_2: 0.2657 loss_bbox_2: 0.1568 loss_giou_2: 0.3217 loss_ce_3: 0.2367 loss_bbox_3: 0.1504 loss_giou_3: 0.3099 loss_ce_4: 0.2155 loss_bbox_4: 0.1481 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:03] d2.utils.events INFO: eta: 2:49:16 iter: 413819 total_loss: 4.825 loss_ce: 0.1978 loss_bbox: 0.1474 loss_giou: 0.2924 loss_ce_0: 0.4223 loss_bbox_0: 0.2638 loss_giou_0: 0.4631 loss_ce_1: 0.3064 loss_bbox_1: 0.1739 loss_giou_1: 0.333 loss_ce_2: 0.2556 loss_bbox_2: 0.1586 loss_giou_2: 0.308 loss_ce_3: 0.2266 loss_bbox_3: 0.1504 loss_giou_3: 0.2995 loss_ce_4: 0.2057 loss_bbox_4: 0.1473 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0202 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:08] d2.utils.events INFO: eta: 2:49:05 iter: 413839 total_loss: 4.62 loss_ce: 0.1868 loss_bbox: 0.1614 loss_giou: 0.2959 loss_ce_0: 0.4212 loss_bbox_0: 0.2503 loss_giou_0: 0.4356 loss_ce_1: 0.2964 loss_bbox_1: 0.184 loss_giou_1: 0.342 loss_ce_2: 0.2399 loss_bbox_2: 0.1683 loss_giou_2: 0.3161 loss_ce_3: 0.208 loss_bbox_3: 0.1678 loss_giou_3: 0.3057 loss_ce_4: 0.1889 loss_bbox_4: 0.1638 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:14] d2.utils.events INFO: eta: 2:48:57 iter: 413859 total_loss: 4.548 loss_ce: 0.1975 loss_bbox: 0.1586 loss_giou: 0.2855 loss_ce_0: 0.4227 loss_bbox_0: 0.2669 loss_giou_0: 0.4548 loss_ce_1: 0.3062 loss_bbox_1: 0.1861 loss_giou_1: 0.3169 loss_ce_2: 0.2338 loss_bbox_2: 0.1687 loss_giou_2: 0.295 loss_ce_3: 0.2122 loss_bbox_3: 0.1645 loss_giou_3: 0.2923 loss_ce_4: 0.2007 loss_bbox_4: 0.1615 loss_giou_4: 0.2882 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:20] d2.utils.events INFO: eta: 2:48:52 iter: 413879 total_loss: 4.798 loss_ce: 0.2056 loss_bbox: 0.1631 loss_giou: 0.2903 loss_ce_0: 0.4359 loss_bbox_0: 0.2785 loss_giou_0: 0.4488 loss_ce_1: 0.3388 loss_bbox_1: 0.1901 loss_giou_1: 0.335 loss_ce_2: 0.2774 loss_bbox_2: 0.177 loss_giou_2: 0.3177 loss_ce_3: 0.2294 loss_bbox_3: 0.1716 loss_giou_3: 0.3044 loss_ce_4: 0.2161 loss_bbox_4: 0.1703 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:25] d2.utils.events INFO: eta: 2:48:47 iter: 413899 total_loss: 4.69 loss_ce: 0.2067 loss_bbox: 0.1566 loss_giou: 0.2894 loss_ce_0: 0.4083 loss_bbox_0: 0.2664 loss_giou_0: 0.4553 loss_ce_1: 0.3056 loss_bbox_1: 0.1904 loss_giou_1: 0.3423 loss_ce_2: 0.2501 loss_bbox_2: 0.1732 loss_giou_2: 0.3153 loss_ce_3: 0.2194 loss_bbox_3: 0.1666 loss_giou_3: 0.3018 loss_ce_4: 0.2065 loss_bbox_4: 0.16 loss_giou_4: 0.2948 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:31] d2.utils.events INFO: eta: 2:48:46 iter: 413919 total_loss: 4.882 loss_ce: 0.209 loss_bbox: 0.1567 loss_giou: 0.3229 loss_ce_0: 0.441 loss_bbox_0: 0.2696 loss_giou_0: 0.4715 loss_ce_1: 0.3222 loss_bbox_1: 0.189 loss_giou_1: 0.3577 loss_ce_2: 0.2655 loss_bbox_2: 0.1697 loss_giou_2: 0.3367 loss_ce_3: 0.2325 loss_bbox_3: 0.1628 loss_giou_3: 0.3323 loss_ce_4: 0.2189 loss_bbox_4: 0.1572 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:37] d2.utils.events INFO: eta: 2:48:42 iter: 413939 total_loss: 4.765 loss_ce: 0.2152 loss_bbox: 0.1445 loss_giou: 0.3149 loss_ce_0: 0.4294 loss_bbox_0: 0.2528 loss_giou_0: 0.4773 loss_ce_1: 0.3214 loss_bbox_1: 0.1745 loss_giou_1: 0.3576 loss_ce_2: 0.2541 loss_bbox_2: 0.1608 loss_giou_2: 0.3352 loss_ce_3: 0.2189 loss_bbox_3: 0.1535 loss_giou_3: 0.3281 loss_ce_4: 0.2069 loss_bbox_4: 0.1494 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:43] d2.utils.events INFO: eta: 2:48:38 iter: 413959 total_loss: 4.539 loss_ce: 0.1767 loss_bbox: 0.1492 loss_giou: 0.2879 loss_ce_0: 0.4113 loss_bbox_0: 0.2569 loss_giou_0: 0.4486 loss_ce_1: 0.2937 loss_bbox_1: 0.1793 loss_giou_1: 0.3295 loss_ce_2: 0.2274 loss_bbox_2: 0.1607 loss_giou_2: 0.311 loss_ce_3: 0.2017 loss_bbox_3: 0.1557 loss_giou_3: 0.2974 loss_ce_4: 0.1876 loss_bbox_4: 0.1529 loss_giou_4: 0.2926 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:48] d2.utils.events INFO: eta: 2:48:36 iter: 413979 total_loss: 4.815 loss_ce: 0.2111 loss_bbox: 0.1504 loss_giou: 0.3063 loss_ce_0: 0.4244 loss_bbox_0: 0.2565 loss_giou_0: 0.4812 loss_ce_1: 0.3233 loss_bbox_1: 0.1737 loss_giou_1: 0.3516 loss_ce_2: 0.2601 loss_bbox_2: 0.1639 loss_giou_2: 0.3264 loss_ce_3: 0.2307 loss_bbox_3: 0.1601 loss_giou_3: 0.3149 loss_ce_4: 0.2211 loss_bbox_4: 0.1546 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 23:01:54] d2.utils.events INFO: eta: 2:48:31 iter: 413999 total_loss: 4.967 loss_ce: 0.2131 loss_bbox: 0.1621 loss_giou: 0.2937 loss_ce_0: 0.4161 loss_bbox_0: 0.2695 loss_giou_0: 0.4596 loss_ce_1: 0.3275 loss_bbox_1: 0.1871 loss_giou_1: 0.3358 loss_ce_2: 0.2596 loss_bbox_2: 0.1737 loss_giou_2: 0.2994 loss_ce_3: 0.225 loss_bbox_3: 0.1702 loss_giou_3: 0.2936 loss_ce_4: 0.2132 loss_bbox_4: 0.1638 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:00] d2.utils.events INFO: eta: 2:48:27 iter: 414019 total_loss: 4.874 loss_ce: 0.2131 loss_bbox: 0.1695 loss_giou: 0.2979 loss_ce_0: 0.4424 loss_bbox_0: 0.2723 loss_giou_0: 0.4654 loss_ce_1: 0.3381 loss_bbox_1: 0.1939 loss_giou_1: 0.3453 loss_ce_2: 0.274 loss_bbox_2: 0.1749 loss_giou_2: 0.3113 loss_ce_3: 0.2337 loss_bbox_3: 0.1745 loss_giou_3: 0.3062 loss_ce_4: 0.2234 loss_bbox_4: 0.1695 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:05] d2.utils.events INFO: eta: 2:48:22 iter: 414039 total_loss: 4.707 loss_ce: 0.1941 loss_bbox: 0.1468 loss_giou: 0.3118 loss_ce_0: 0.4257 loss_bbox_0: 0.2659 loss_giou_0: 0.4744 loss_ce_1: 0.3095 loss_bbox_1: 0.1846 loss_giou_1: 0.3579 loss_ce_2: 0.2578 loss_bbox_2: 0.1629 loss_giou_2: 0.3281 loss_ce_3: 0.2222 loss_bbox_3: 0.159 loss_giou_3: 0.3215 loss_ce_4: 0.2085 loss_bbox_4: 0.1515 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0232 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:11] d2.utils.events INFO: eta: 2:48:15 iter: 414059 total_loss: 4.712 loss_ce: 0.1943 loss_bbox: 0.164 loss_giou: 0.2989 loss_ce_0: 0.4258 loss_bbox_0: 0.2539 loss_giou_0: 0.4638 loss_ce_1: 0.3059 loss_bbox_1: 0.1803 loss_giou_1: 0.345 loss_ce_2: 0.242 loss_bbox_2: 0.175 loss_giou_2: 0.3129 loss_ce_3: 0.2162 loss_bbox_3: 0.1699 loss_giou_3: 0.3062 loss_ce_4: 0.2012 loss_bbox_4: 0.1655 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:17] d2.utils.events INFO: eta: 2:48:11 iter: 414079 total_loss: 4.673 loss_ce: 0.202 loss_bbox: 0.1642 loss_giou: 0.2902 loss_ce_0: 0.4172 loss_bbox_0: 0.2646 loss_giou_0: 0.4552 loss_ce_1: 0.3079 loss_bbox_1: 0.1972 loss_giou_1: 0.3334 loss_ce_2: 0.2502 loss_bbox_2: 0.1757 loss_giou_2: 0.3053 loss_ce_3: 0.2183 loss_bbox_3: 0.1686 loss_giou_3: 0.2949 loss_ce_4: 0.1995 loss_bbox_4: 0.1643 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0320 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:22] d2.utils.events INFO: eta: 2:48:10 iter: 414099 total_loss: 4.589 loss_ce: 0.201 loss_bbox: 0.1546 loss_giou: 0.2764 loss_ce_0: 0.4295 loss_bbox_0: 0.262 loss_giou_0: 0.428 loss_ce_1: 0.3208 loss_bbox_1: 0.1855 loss_giou_1: 0.3146 loss_ce_2: 0.2656 loss_bbox_2: 0.1679 loss_giou_2: 0.2954 loss_ce_3: 0.2206 loss_bbox_3: 0.1623 loss_giou_3: 0.2857 loss_ce_4: 0.2035 loss_bbox_4: 0.1555 loss_giou_4: 0.2814 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:28] d2.utils.events INFO: eta: 2:48:06 iter: 414119 total_loss: 4.88 loss_ce: 0.2037 loss_bbox: 0.1567 loss_giou: 0.3045 loss_ce_0: 0.4305 loss_bbox_0: 0.2582 loss_giou_0: 0.4847 loss_ce_1: 0.3182 loss_bbox_1: 0.1865 loss_giou_1: 0.35 loss_ce_2: 0.2604 loss_bbox_2: 0.1722 loss_giou_2: 0.3276 loss_ce_3: 0.2271 loss_bbox_3: 0.1651 loss_giou_3: 0.3194 loss_ce_4: 0.2129 loss_bbox_4: 0.1612 loss_giou_4: 0.3084 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:34] d2.utils.events INFO: eta: 2:48:00 iter: 414139 total_loss: 4.555 loss_ce: 0.1805 loss_bbox: 0.156 loss_giou: 0.2869 loss_ce_0: 0.426 loss_bbox_0: 0.2592 loss_giou_0: 0.4475 loss_ce_1: 0.3128 loss_bbox_1: 0.1847 loss_giou_1: 0.3345 loss_ce_2: 0.2457 loss_bbox_2: 0.1676 loss_giou_2: 0.31 loss_ce_3: 0.2043 loss_bbox_3: 0.1602 loss_giou_3: 0.2981 loss_ce_4: 0.1885 loss_bbox_4: 0.1581 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:40] d2.utils.events INFO: eta: 2:47:52 iter: 414159 total_loss: 4.861 loss_ce: 0.2186 loss_bbox: 0.1483 loss_giou: 0.3116 loss_ce_0: 0.4381 loss_bbox_0: 0.2517 loss_giou_0: 0.4813 loss_ce_1: 0.3325 loss_bbox_1: 0.1752 loss_giou_1: 0.358 loss_ce_2: 0.276 loss_bbox_2: 0.1563 loss_giou_2: 0.3382 loss_ce_3: 0.2452 loss_bbox_3: 0.1534 loss_giou_3: 0.3285 loss_ce_4: 0.2361 loss_bbox_4: 0.1482 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:45] d2.utils.events INFO: eta: 2:47:46 iter: 414179 total_loss: 4.667 loss_ce: 0.1811 loss_bbox: 0.1596 loss_giou: 0.3044 loss_ce_0: 0.4103 loss_bbox_0: 0.2598 loss_giou_0: 0.4633 loss_ce_1: 0.2848 loss_bbox_1: 0.1849 loss_giou_1: 0.3432 loss_ce_2: 0.2266 loss_bbox_2: 0.1694 loss_giou_2: 0.3205 loss_ce_3: 0.1957 loss_bbox_3: 0.1663 loss_giou_3: 0.3136 loss_ce_4: 0.1832 loss_bbox_4: 0.1625 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0269 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:51] d2.utils.events INFO: eta: 2:47:41 iter: 414199 total_loss: 4.812 loss_ce: 0.2009 loss_bbox: 0.1671 loss_giou: 0.3013 loss_ce_0: 0.4255 loss_bbox_0: 0.2671 loss_giou_0: 0.4491 loss_ce_1: 0.3107 loss_bbox_1: 0.1977 loss_giou_1: 0.3495 loss_ce_2: 0.2486 loss_bbox_2: 0.1799 loss_giou_2: 0.3125 loss_ce_3: 0.2115 loss_bbox_3: 0.1744 loss_giou_3: 0.3077 loss_ce_4: 0.1988 loss_bbox_4: 0.1711 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 23:02:57] d2.utils.events INFO: eta: 2:47:36 iter: 414219 total_loss: 4.677 loss_ce: 0.19 loss_bbox: 0.1565 loss_giou: 0.3101 loss_ce_0: 0.4188 loss_bbox_0: 0.2653 loss_giou_0: 0.4754 loss_ce_1: 0.3103 loss_bbox_1: 0.1844 loss_giou_1: 0.3482 loss_ce_2: 0.2519 loss_bbox_2: 0.1659 loss_giou_2: 0.3255 loss_ce_3: 0.2177 loss_bbox_3: 0.1616 loss_giou_3: 0.3125 loss_ce_4: 0.1967 loss_bbox_4: 0.1594 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:02] d2.utils.events INFO: eta: 2:47:35 iter: 414239 total_loss: 4.965 loss_ce: 0.1965 loss_bbox: 0.151 loss_giou: 0.3061 loss_ce_0: 0.431 loss_bbox_0: 0.251 loss_giou_0: 0.4663 loss_ce_1: 0.3064 loss_bbox_1: 0.1841 loss_giou_1: 0.3523 loss_ce_2: 0.2547 loss_bbox_2: 0.1618 loss_giou_2: 0.3317 loss_ce_3: 0.2187 loss_bbox_3: 0.1555 loss_giou_3: 0.3208 loss_ce_4: 0.1988 loss_bbox_4: 0.1534 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:08] d2.utils.events INFO: eta: 2:47:35 iter: 414259 total_loss: 4.924 loss_ce: 0.2092 loss_bbox: 0.1609 loss_giou: 0.2899 loss_ce_0: 0.437 loss_bbox_0: 0.2614 loss_giou_0: 0.4609 loss_ce_1: 0.3276 loss_bbox_1: 0.1902 loss_giou_1: 0.3365 loss_ce_2: 0.2626 loss_bbox_2: 0.1706 loss_giou_2: 0.3103 loss_ce_3: 0.2261 loss_bbox_3: 0.1651 loss_giou_3: 0.3051 loss_ce_4: 0.2117 loss_bbox_4: 0.1608 loss_giou_4: 0.2953 time: 0.2800 data_time: 0.0243 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:14] d2.utils.events INFO: eta: 2:47:27 iter: 414279 total_loss: 4.681 loss_ce: 0.1864 loss_bbox: 0.1479 loss_giou: 0.3208 loss_ce_0: 0.4323 loss_bbox_0: 0.2565 loss_giou_0: 0.4874 loss_ce_1: 0.3128 loss_bbox_1: 0.1819 loss_giou_1: 0.3759 loss_ce_2: 0.2388 loss_bbox_2: 0.171 loss_giou_2: 0.3497 loss_ce_3: 0.2192 loss_bbox_3: 0.1598 loss_giou_3: 0.3471 loss_ce_4: 0.192 loss_bbox_4: 0.1527 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:20] d2.utils.events INFO: eta: 2:47:21 iter: 414299 total_loss: 4.668 loss_ce: 0.2025 loss_bbox: 0.1585 loss_giou: 0.3002 loss_ce_0: 0.4321 loss_bbox_0: 0.2527 loss_giou_0: 0.4781 loss_ce_1: 0.3268 loss_bbox_1: 0.1862 loss_giou_1: 0.3489 loss_ce_2: 0.2478 loss_bbox_2: 0.1704 loss_giou_2: 0.3203 loss_ce_3: 0.2157 loss_bbox_3: 0.1628 loss_giou_3: 0.3067 loss_ce_4: 0.2042 loss_bbox_4: 0.161 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:25] d2.utils.events INFO: eta: 2:47:14 iter: 414319 total_loss: 4.666 loss_ce: 0.191 loss_bbox: 0.1457 loss_giou: 0.3118 loss_ce_0: 0.4148 loss_bbox_0: 0.2494 loss_giou_0: 0.4594 loss_ce_1: 0.3012 loss_bbox_1: 0.1747 loss_giou_1: 0.3485 loss_ce_2: 0.2416 loss_bbox_2: 0.1566 loss_giou_2: 0.3247 loss_ce_3: 0.2117 loss_bbox_3: 0.1484 loss_giou_3: 0.3182 loss_ce_4: 0.1916 loss_bbox_4: 0.1467 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:31] d2.utils.events INFO: eta: 2:47:09 iter: 414339 total_loss: 4.95 loss_ce: 0.2122 loss_bbox: 0.1629 loss_giou: 0.3063 loss_ce_0: 0.4319 loss_bbox_0: 0.2761 loss_giou_0: 0.4842 loss_ce_1: 0.3166 loss_bbox_1: 0.1913 loss_giou_1: 0.3545 loss_ce_2: 0.2608 loss_bbox_2: 0.1733 loss_giou_2: 0.3253 loss_ce_3: 0.2342 loss_bbox_3: 0.1656 loss_giou_3: 0.3211 loss_ce_4: 0.2161 loss_bbox_4: 0.1606 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:37] d2.utils.events INFO: eta: 2:47:09 iter: 414359 total_loss: 4.849 loss_ce: 0.2111 loss_bbox: 0.1604 loss_giou: 0.3114 loss_ce_0: 0.4271 loss_bbox_0: 0.2691 loss_giou_0: 0.4706 loss_ce_1: 0.3149 loss_bbox_1: 0.1869 loss_giou_1: 0.35 loss_ce_2: 0.2568 loss_bbox_2: 0.1745 loss_giou_2: 0.3244 loss_ce_3: 0.2341 loss_bbox_3: 0.1686 loss_giou_3: 0.3223 loss_ce_4: 0.2156 loss_bbox_4: 0.1645 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:42] d2.utils.events INFO: eta: 2:47:02 iter: 414379 total_loss: 4.768 loss_ce: 0.2026 loss_bbox: 0.1559 loss_giou: 0.3079 loss_ce_0: 0.4461 loss_bbox_0: 0.2698 loss_giou_0: 0.4929 loss_ce_1: 0.3255 loss_bbox_1: 0.1811 loss_giou_1: 0.35 loss_ce_2: 0.2638 loss_bbox_2: 0.1681 loss_giou_2: 0.3206 loss_ce_3: 0.2322 loss_bbox_3: 0.1607 loss_giou_3: 0.3173 loss_ce_4: 0.2021 loss_bbox_4: 0.1611 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:48] d2.utils.events INFO: eta: 2:46:57 iter: 414399 total_loss: 4.926 loss_ce: 0.2151 loss_bbox: 0.1544 loss_giou: 0.3228 loss_ce_0: 0.4328 loss_bbox_0: 0.2488 loss_giou_0: 0.5044 loss_ce_1: 0.3237 loss_bbox_1: 0.1747 loss_giou_1: 0.3659 loss_ce_2: 0.2688 loss_bbox_2: 0.1604 loss_giou_2: 0.3393 loss_ce_3: 0.2343 loss_bbox_3: 0.1567 loss_giou_3: 0.3275 loss_ce_4: 0.2196 loss_bbox_4: 0.1528 loss_giou_4: 0.3251 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:54] d2.utils.events INFO: eta: 2:46:50 iter: 414419 total_loss: 4.764 loss_ce: 0.1978 loss_bbox: 0.1555 loss_giou: 0.3 loss_ce_0: 0.4347 loss_bbox_0: 0.2586 loss_giou_0: 0.4655 loss_ce_1: 0.3102 loss_bbox_1: 0.1773 loss_giou_1: 0.3519 loss_ce_2: 0.2498 loss_bbox_2: 0.1618 loss_giou_2: 0.3263 loss_ce_3: 0.2181 loss_bbox_3: 0.1572 loss_giou_3: 0.3088 loss_ce_4: 0.1984 loss_bbox_4: 0.1556 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 23:03:59] d2.utils.events INFO: eta: 2:46:41 iter: 414439 total_loss: 4.771 loss_ce: 0.1971 loss_bbox: 0.1564 loss_giou: 0.302 loss_ce_0: 0.4386 loss_bbox_0: 0.2689 loss_giou_0: 0.4712 loss_ce_1: 0.335 loss_bbox_1: 0.1857 loss_giou_1: 0.3367 loss_ce_2: 0.2592 loss_bbox_2: 0.1718 loss_giou_2: 0.3198 loss_ce_3: 0.2322 loss_bbox_3: 0.1644 loss_giou_3: 0.3095 loss_ce_4: 0.2085 loss_bbox_4: 0.1584 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:05] d2.utils.events INFO: eta: 2:46:35 iter: 414459 total_loss: 4.665 loss_ce: 0.1873 loss_bbox: 0.149 loss_giou: 0.2957 loss_ce_0: 0.4261 loss_bbox_0: 0.2536 loss_giou_0: 0.456 loss_ce_1: 0.3015 loss_bbox_1: 0.1783 loss_giou_1: 0.3425 loss_ce_2: 0.24 loss_bbox_2: 0.1647 loss_giou_2: 0.3166 loss_ce_3: 0.2118 loss_bbox_3: 0.1609 loss_giou_3: 0.3044 loss_ce_4: 0.1873 loss_bbox_4: 0.1524 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:11] d2.utils.events INFO: eta: 2:46:30 iter: 414479 total_loss: 4.585 loss_ce: 0.1911 loss_bbox: 0.1669 loss_giou: 0.2848 loss_ce_0: 0.4165 loss_bbox_0: 0.2689 loss_giou_0: 0.4456 loss_ce_1: 0.3076 loss_bbox_1: 0.1924 loss_giou_1: 0.3353 loss_ce_2: 0.2399 loss_bbox_2: 0.1677 loss_giou_2: 0.3058 loss_ce_3: 0.2155 loss_bbox_3: 0.1652 loss_giou_3: 0.2961 loss_ce_4: 0.1913 loss_bbox_4: 0.1709 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:17] d2.utils.events INFO: eta: 2:46:25 iter: 414499 total_loss: 5.017 loss_ce: 0.2161 loss_bbox: 0.163 loss_giou: 0.3144 loss_ce_0: 0.433 loss_bbox_0: 0.2666 loss_giou_0: 0.5086 loss_ce_1: 0.3176 loss_bbox_1: 0.1939 loss_giou_1: 0.3684 loss_ce_2: 0.2601 loss_bbox_2: 0.1795 loss_giou_2: 0.3362 loss_ce_3: 0.2266 loss_bbox_3: 0.1712 loss_giou_3: 0.33 loss_ce_4: 0.2223 loss_bbox_4: 0.168 loss_giou_4: 0.3229 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:22] d2.utils.events INFO: eta: 2:46:25 iter: 414519 total_loss: 4.887 loss_ce: 0.2019 loss_bbox: 0.1557 loss_giou: 0.312 loss_ce_0: 0.441 loss_bbox_0: 0.2576 loss_giou_0: 0.4691 loss_ce_1: 0.3201 loss_bbox_1: 0.1948 loss_giou_1: 0.3543 loss_ce_2: 0.2509 loss_bbox_2: 0.168 loss_giou_2: 0.3233 loss_ce_3: 0.2247 loss_bbox_3: 0.1648 loss_giou_3: 0.3232 loss_ce_4: 0.2017 loss_bbox_4: 0.1613 loss_giou_4: 0.3193 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:28] d2.utils.events INFO: eta: 2:46:19 iter: 414539 total_loss: 4.883 loss_ce: 0.2191 loss_bbox: 0.1585 loss_giou: 0.3102 loss_ce_0: 0.4452 loss_bbox_0: 0.2617 loss_giou_0: 0.4944 loss_ce_1: 0.321 loss_bbox_1: 0.1834 loss_giou_1: 0.3638 loss_ce_2: 0.2657 loss_bbox_2: 0.1673 loss_giou_2: 0.3311 loss_ce_3: 0.2264 loss_bbox_3: 0.1671 loss_giou_3: 0.321 loss_ce_4: 0.2121 loss_bbox_4: 0.1637 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:34] d2.utils.events INFO: eta: 2:46:16 iter: 414559 total_loss: 4.739 loss_ce: 0.1921 loss_bbox: 0.168 loss_giou: 0.2966 loss_ce_0: 0.4126 loss_bbox_0: 0.2691 loss_giou_0: 0.4585 loss_ce_1: 0.3041 loss_bbox_1: 0.1938 loss_giou_1: 0.3369 loss_ce_2: 0.2493 loss_bbox_2: 0.1768 loss_giou_2: 0.3072 loss_ce_3: 0.2076 loss_bbox_3: 0.1711 loss_giou_3: 0.3013 loss_ce_4: 0.1951 loss_bbox_4: 0.1657 loss_giou_4: 0.2995 time: 0.2800 data_time: 0.0175 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:39] d2.utils.events INFO: eta: 2:46:13 iter: 414579 total_loss: 4.776 loss_ce: 0.215 loss_bbox: 0.1572 loss_giou: 0.3078 loss_ce_0: 0.4318 loss_bbox_0: 0.2651 loss_giou_0: 0.4744 loss_ce_1: 0.3101 loss_bbox_1: 0.1888 loss_giou_1: 0.3565 loss_ce_2: 0.2581 loss_bbox_2: 0.1767 loss_giou_2: 0.3281 loss_ce_3: 0.2202 loss_bbox_3: 0.1661 loss_giou_3: 0.3207 loss_ce_4: 0.2169 loss_bbox_4: 0.1587 loss_giou_4: 0.3131 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:45] d2.utils.events INFO: eta: 2:46:10 iter: 414599 total_loss: 4.999 loss_ce: 0.2136 loss_bbox: 0.1491 loss_giou: 0.3092 loss_ce_0: 0.4399 loss_bbox_0: 0.2627 loss_giou_0: 0.4617 loss_ce_1: 0.3286 loss_bbox_1: 0.1842 loss_giou_1: 0.3603 loss_ce_2: 0.2629 loss_bbox_2: 0.1633 loss_giou_2: 0.3338 loss_ce_3: 0.2268 loss_bbox_3: 0.159 loss_giou_3: 0.3286 loss_ce_4: 0.2203 loss_bbox_4: 0.1527 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:51] d2.utils.events INFO: eta: 2:46:07 iter: 414619 total_loss: 4.72 loss_ce: 0.1941 loss_bbox: 0.1384 loss_giou: 0.3025 loss_ce_0: 0.4153 loss_bbox_0: 0.2493 loss_giou_0: 0.4799 loss_ce_1: 0.3086 loss_bbox_1: 0.1686 loss_giou_1: 0.3478 loss_ce_2: 0.2374 loss_bbox_2: 0.153 loss_giou_2: 0.3258 loss_ce_3: 0.207 loss_bbox_3: 0.1442 loss_giou_3: 0.3163 loss_ce_4: 0.1957 loss_bbox_4: 0.1401 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 23:04:56] d2.utils.events INFO: eta: 2:46:01 iter: 414639 total_loss: 4.601 loss_ce: 0.1907 loss_bbox: 0.1565 loss_giou: 0.2814 loss_ce_0: 0.433 loss_bbox_0: 0.2562 loss_giou_0: 0.4384 loss_ce_1: 0.3268 loss_bbox_1: 0.1829 loss_giou_1: 0.3224 loss_ce_2: 0.2636 loss_bbox_2: 0.1649 loss_giou_2: 0.2952 loss_ce_3: 0.2248 loss_bbox_3: 0.161 loss_giou_3: 0.2939 loss_ce_4: 0.2018 loss_bbox_4: 0.1558 loss_giou_4: 0.2827 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:02] d2.utils.events INFO: eta: 2:45:55 iter: 414659 total_loss: 4.959 loss_ce: 0.2066 loss_bbox: 0.1449 loss_giou: 0.3085 loss_ce_0: 0.4207 loss_bbox_0: 0.2574 loss_giou_0: 0.4613 loss_ce_1: 0.3102 loss_bbox_1: 0.1805 loss_giou_1: 0.346 loss_ce_2: 0.2503 loss_bbox_2: 0.1636 loss_giou_2: 0.3183 loss_ce_3: 0.2168 loss_bbox_3: 0.1555 loss_giou_3: 0.3147 loss_ce_4: 0.2101 loss_bbox_4: 0.1491 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:08] d2.utils.events INFO: eta: 2:45:49 iter: 414679 total_loss: 4.829 loss_ce: 0.2145 loss_bbox: 0.1556 loss_giou: 0.2969 loss_ce_0: 0.4164 loss_bbox_0: 0.27 loss_giou_0: 0.4686 loss_ce_1: 0.3131 loss_bbox_1: 0.1928 loss_giou_1: 0.3479 loss_ce_2: 0.2539 loss_bbox_2: 0.168 loss_giou_2: 0.3122 loss_ce_3: 0.2276 loss_bbox_3: 0.1671 loss_giou_3: 0.3026 loss_ce_4: 0.2152 loss_bbox_4: 0.1617 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:13] d2.utils.events INFO: eta: 2:45:43 iter: 414699 total_loss: 4.56 loss_ce: 0.1984 loss_bbox: 0.1419 loss_giou: 0.2801 loss_ce_0: 0.4285 loss_bbox_0: 0.2483 loss_giou_0: 0.4429 loss_ce_1: 0.3086 loss_bbox_1: 0.1669 loss_giou_1: 0.3279 loss_ce_2: 0.2589 loss_bbox_2: 0.1487 loss_giou_2: 0.3046 loss_ce_3: 0.2243 loss_bbox_3: 0.1437 loss_giou_3: 0.2933 loss_ce_4: 0.2034 loss_bbox_4: 0.1441 loss_giou_4: 0.2835 time: 0.2800 data_time: 0.0226 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:19] d2.utils.events INFO: eta: 2:45:37 iter: 414719 total_loss: 4.526 loss_ce: 0.1922 loss_bbox: 0.151 loss_giou: 0.2876 loss_ce_0: 0.4107 loss_bbox_0: 0.2588 loss_giou_0: 0.4526 loss_ce_1: 0.3055 loss_bbox_1: 0.1833 loss_giou_1: 0.3298 loss_ce_2: 0.2456 loss_bbox_2: 0.1655 loss_giou_2: 0.3123 loss_ce_3: 0.2088 loss_bbox_3: 0.1589 loss_giou_3: 0.3002 loss_ce_4: 0.1974 loss_bbox_4: 0.1546 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:25] d2.utils.events INFO: eta: 2:45:29 iter: 414739 total_loss: 4.789 loss_ce: 0.1945 loss_bbox: 0.1501 loss_giou: 0.2898 loss_ce_0: 0.4234 loss_bbox_0: 0.2671 loss_giou_0: 0.4669 loss_ce_1: 0.3112 loss_bbox_1: 0.1813 loss_giou_1: 0.343 loss_ce_2: 0.2546 loss_bbox_2: 0.1642 loss_giou_2: 0.3154 loss_ce_3: 0.2159 loss_bbox_3: 0.1565 loss_giou_3: 0.3085 loss_ce_4: 0.2002 loss_bbox_4: 0.1539 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:30] d2.utils.events INFO: eta: 2:45:27 iter: 414759 total_loss: 4.558 loss_ce: 0.1817 loss_bbox: 0.1463 loss_giou: 0.2999 loss_ce_0: 0.4143 loss_bbox_0: 0.2603 loss_giou_0: 0.4635 loss_ce_1: 0.2927 loss_bbox_1: 0.1717 loss_giou_1: 0.3436 loss_ce_2: 0.233 loss_bbox_2: 0.16 loss_giou_2: 0.3194 loss_ce_3: 0.191 loss_bbox_3: 0.1575 loss_giou_3: 0.3143 loss_ce_4: 0.1807 loss_bbox_4: 0.1475 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0272 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:36] d2.utils.events INFO: eta: 2:45:23 iter: 414779 total_loss: 5.011 loss_ce: 0.2205 loss_bbox: 0.1561 loss_giou: 0.3251 loss_ce_0: 0.4295 loss_bbox_0: 0.2625 loss_giou_0: 0.4874 loss_ce_1: 0.3367 loss_bbox_1: 0.1852 loss_giou_1: 0.363 loss_ce_2: 0.2684 loss_bbox_2: 0.1678 loss_giou_2: 0.3431 loss_ce_3: 0.2492 loss_bbox_3: 0.1601 loss_giou_3: 0.3308 loss_ce_4: 0.2266 loss_bbox_4: 0.159 loss_giou_4: 0.3282 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:42] d2.utils.events INFO: eta: 2:45:17 iter: 414799 total_loss: 4.965 loss_ce: 0.2174 loss_bbox: 0.1544 loss_giou: 0.3009 loss_ce_0: 0.4426 loss_bbox_0: 0.2677 loss_giou_0: 0.4791 loss_ce_1: 0.3279 loss_bbox_1: 0.1808 loss_giou_1: 0.3549 loss_ce_2: 0.2679 loss_bbox_2: 0.167 loss_giou_2: 0.3268 loss_ce_3: 0.2411 loss_bbox_3: 0.1625 loss_giou_3: 0.3124 loss_ce_4: 0.2248 loss_bbox_4: 0.1584 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:47] d2.utils.events INFO: eta: 2:45:11 iter: 414819 total_loss: 4.698 loss_ce: 0.1965 loss_bbox: 0.1445 loss_giou: 0.2988 loss_ce_0: 0.439 loss_bbox_0: 0.2619 loss_giou_0: 0.4792 loss_ce_1: 0.3154 loss_bbox_1: 0.1699 loss_giou_1: 0.348 loss_ce_2: 0.2418 loss_bbox_2: 0.1605 loss_giou_2: 0.3169 loss_ce_3: 0.2136 loss_bbox_3: 0.1532 loss_giou_3: 0.2991 loss_ce_4: 0.2072 loss_bbox_4: 0.144 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:53] d2.utils.events INFO: eta: 2:45:04 iter: 414839 total_loss: 4.715 loss_ce: 0.1934 loss_bbox: 0.1474 loss_giou: 0.293 loss_ce_0: 0.4325 loss_bbox_0: 0.2554 loss_giou_0: 0.4663 loss_ce_1: 0.3048 loss_bbox_1: 0.1742 loss_giou_1: 0.3358 loss_ce_2: 0.2345 loss_bbox_2: 0.1586 loss_giou_2: 0.3016 loss_ce_3: 0.2043 loss_bbox_3: 0.1555 loss_giou_3: 0.2978 loss_ce_4: 0.1902 loss_bbox_4: 0.1516 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 23:05:59] d2.utils.events INFO: eta: 2:45:00 iter: 414859 total_loss: 4.566 loss_ce: 0.1795 loss_bbox: 0.1503 loss_giou: 0.2934 loss_ce_0: 0.4064 loss_bbox_0: 0.2494 loss_giou_0: 0.4614 loss_ce_1: 0.2981 loss_bbox_1: 0.1731 loss_giou_1: 0.3424 loss_ce_2: 0.2392 loss_bbox_2: 0.1559 loss_giou_2: 0.3148 loss_ce_3: 0.2016 loss_bbox_3: 0.1535 loss_giou_3: 0.3072 loss_ce_4: 0.1815 loss_bbox_4: 0.1495 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:05] d2.utils.events INFO: eta: 2:44:55 iter: 414879 total_loss: 4.73 loss_ce: 0.1975 loss_bbox: 0.1498 loss_giou: 0.297 loss_ce_0: 0.4225 loss_bbox_0: 0.2619 loss_giou_0: 0.4502 loss_ce_1: 0.3087 loss_bbox_1: 0.1836 loss_giou_1: 0.3485 loss_ce_2: 0.2484 loss_bbox_2: 0.168 loss_giou_2: 0.3245 loss_ce_3: 0.215 loss_bbox_3: 0.1562 loss_giou_3: 0.3093 loss_ce_4: 0.1999 loss_bbox_4: 0.1527 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:10] d2.utils.events INFO: eta: 2:44:48 iter: 414899 total_loss: 4.842 loss_ce: 0.2018 loss_bbox: 0.1606 loss_giou: 0.3093 loss_ce_0: 0.4251 loss_bbox_0: 0.2685 loss_giou_0: 0.4651 loss_ce_1: 0.3224 loss_bbox_1: 0.1886 loss_giou_1: 0.352 loss_ce_2: 0.2469 loss_bbox_2: 0.1806 loss_giou_2: 0.3201 loss_ce_3: 0.2124 loss_bbox_3: 0.166 loss_giou_3: 0.3156 loss_ce_4: 0.2031 loss_bbox_4: 0.1645 loss_giou_4: 0.3129 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:16] d2.utils.events INFO: eta: 2:44:42 iter: 414919 total_loss: 4.968 loss_ce: 0.2199 loss_bbox: 0.1576 loss_giou: 0.3222 loss_ce_0: 0.4454 loss_bbox_0: 0.2719 loss_giou_0: 0.5001 loss_ce_1: 0.3291 loss_bbox_1: 0.1829 loss_giou_1: 0.3732 loss_ce_2: 0.2783 loss_bbox_2: 0.1653 loss_giou_2: 0.3392 loss_ce_3: 0.2466 loss_bbox_3: 0.1607 loss_giou_3: 0.3319 loss_ce_4: 0.227 loss_bbox_4: 0.1599 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:22] d2.utils.events INFO: eta: 2:44:35 iter: 414939 total_loss: 4.786 loss_ce: 0.2001 loss_bbox: 0.1651 loss_giou: 0.2929 loss_ce_0: 0.4151 loss_bbox_0: 0.2532 loss_giou_0: 0.4379 loss_ce_1: 0.3094 loss_bbox_1: 0.1791 loss_giou_1: 0.3339 loss_ce_2: 0.2653 loss_bbox_2: 0.1656 loss_giou_2: 0.3096 loss_ce_3: 0.2202 loss_bbox_3: 0.1695 loss_giou_3: 0.3035 loss_ce_4: 0.2078 loss_bbox_4: 0.1698 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:27] d2.utils.events INFO: eta: 2:44:27 iter: 414959 total_loss: 4.786 loss_ce: 0.2091 loss_bbox: 0.1614 loss_giou: 0.2931 loss_ce_0: 0.4304 loss_bbox_0: 0.2652 loss_giou_0: 0.4691 loss_ce_1: 0.3122 loss_bbox_1: 0.19 loss_giou_1: 0.3441 loss_ce_2: 0.2586 loss_bbox_2: 0.1748 loss_giou_2: 0.3202 loss_ce_3: 0.2219 loss_bbox_3: 0.1681 loss_giou_3: 0.3059 loss_ce_4: 0.2142 loss_bbox_4: 0.165 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0229 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:33] d2.utils.events INFO: eta: 2:44:21 iter: 414979 total_loss: 4.406 loss_ce: 0.1819 loss_bbox: 0.1566 loss_giou: 0.2997 loss_ce_0: 0.4247 loss_bbox_0: 0.2631 loss_giou_0: 0.4678 loss_ce_1: 0.3077 loss_bbox_1: 0.1832 loss_giou_1: 0.3474 loss_ce_2: 0.2305 loss_bbox_2: 0.1657 loss_giou_2: 0.309 loss_ce_3: 0.2066 loss_bbox_3: 0.1628 loss_giou_3: 0.3046 loss_ce_4: 0.1902 loss_bbox_4: 0.1586 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:39] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0414999.pth [11/03 23:06:41] d2.utils.events INFO: eta: 2:44:15 iter: 414999 total_loss: 4.642 loss_ce: 0.2022 loss_bbox: 0.1482 loss_giou: 0.2997 loss_ce_0: 0.4323 loss_bbox_0: 0.2542 loss_giou_0: 0.456 loss_ce_1: 0.3111 loss_bbox_1: 0.1728 loss_giou_1: 0.3417 loss_ce_2: 0.2536 loss_bbox_2: 0.1562 loss_giou_2: 0.3165 loss_ce_3: 0.2236 loss_bbox_3: 0.1516 loss_giou_3: 0.3064 loss_ce_4: 0.2096 loss_bbox_4: 0.1462 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:46] d2.utils.events INFO: eta: 2:44:10 iter: 415019 total_loss: 4.543 loss_ce: 0.1812 loss_bbox: 0.1675 loss_giou: 0.2736 loss_ce_0: 0.4245 loss_bbox_0: 0.2685 loss_giou_0: 0.4333 loss_ce_1: 0.3182 loss_bbox_1: 0.1933 loss_giou_1: 0.325 loss_ce_2: 0.243 loss_bbox_2: 0.1818 loss_giou_2: 0.3027 loss_ce_3: 0.2088 loss_bbox_3: 0.1747 loss_giou_3: 0.2849 loss_ce_4: 0.1925 loss_bbox_4: 0.1694 loss_giou_4: 0.2771 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:52] d2.utils.events INFO: eta: 2:44:04 iter: 415039 total_loss: 4.77 loss_ce: 0.1965 loss_bbox: 0.1489 loss_giou: 0.2983 loss_ce_0: 0.4002 loss_bbox_0: 0.2633 loss_giou_0: 0.4524 loss_ce_1: 0.3101 loss_bbox_1: 0.1755 loss_giou_1: 0.3384 loss_ce_2: 0.2454 loss_bbox_2: 0.1632 loss_giou_2: 0.319 loss_ce_3: 0.2186 loss_bbox_3: 0.158 loss_giou_3: 0.3064 loss_ce_4: 0.2029 loss_bbox_4: 0.1504 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 23:06:58] d2.utils.events INFO: eta: 2:43:59 iter: 415059 total_loss: 4.686 loss_ce: 0.2105 loss_bbox: 0.1453 loss_giou: 0.3066 loss_ce_0: 0.4215 loss_bbox_0: 0.2554 loss_giou_0: 0.4643 loss_ce_1: 0.3165 loss_bbox_1: 0.1836 loss_giou_1: 0.3494 loss_ce_2: 0.2493 loss_bbox_2: 0.1623 loss_giou_2: 0.3233 loss_ce_3: 0.2319 loss_bbox_3: 0.1648 loss_giou_3: 0.3199 loss_ce_4: 0.2129 loss_bbox_4: 0.1484 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:03] d2.utils.events INFO: eta: 2:43:53 iter: 415079 total_loss: 5.052 loss_ce: 0.2085 loss_bbox: 0.1519 loss_giou: 0.3145 loss_ce_0: 0.449 loss_bbox_0: 0.2664 loss_giou_0: 0.4664 loss_ce_1: 0.3179 loss_bbox_1: 0.1793 loss_giou_1: 0.3525 loss_ce_2: 0.2593 loss_bbox_2: 0.1651 loss_giou_2: 0.3271 loss_ce_3: 0.2255 loss_bbox_3: 0.158 loss_giou_3: 0.3167 loss_ce_4: 0.2122 loss_bbox_4: 0.1532 loss_giou_4: 0.3161 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:09] d2.utils.events INFO: eta: 2:43:43 iter: 415099 total_loss: 4.423 loss_ce: 0.1811 loss_bbox: 0.1375 loss_giou: 0.2754 loss_ce_0: 0.4035 loss_bbox_0: 0.2367 loss_giou_0: 0.4394 loss_ce_1: 0.2989 loss_bbox_1: 0.1589 loss_giou_1: 0.3127 loss_ce_2: 0.2333 loss_bbox_2: 0.1439 loss_giou_2: 0.2832 loss_ce_3: 0.2028 loss_bbox_3: 0.1405 loss_giou_3: 0.2797 loss_ce_4: 0.1818 loss_bbox_4: 0.1359 loss_giou_4: 0.2796 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:15] d2.utils.events INFO: eta: 2:43:38 iter: 415119 total_loss: 4.769 loss_ce: 0.2107 loss_bbox: 0.154 loss_giou: 0.3064 loss_ce_0: 0.419 loss_bbox_0: 0.2583 loss_giou_0: 0.464 loss_ce_1: 0.3165 loss_bbox_1: 0.1772 loss_giou_1: 0.3472 loss_ce_2: 0.2571 loss_bbox_2: 0.167 loss_giou_2: 0.3208 loss_ce_3: 0.2282 loss_bbox_3: 0.1564 loss_giou_3: 0.3136 loss_ce_4: 0.2166 loss_bbox_4: 0.1544 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:20] d2.utils.events INFO: eta: 2:43:30 iter: 415139 total_loss: 4.617 loss_ce: 0.1992 loss_bbox: 0.1445 loss_giou: 0.287 loss_ce_0: 0.4273 loss_bbox_0: 0.2519 loss_giou_0: 0.4606 loss_ce_1: 0.3082 loss_bbox_1: 0.1738 loss_giou_1: 0.3368 loss_ce_2: 0.2527 loss_bbox_2: 0.1556 loss_giou_2: 0.3096 loss_ce_3: 0.2163 loss_bbox_3: 0.1509 loss_giou_3: 0.2987 loss_ce_4: 0.202 loss_bbox_4: 0.1469 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0322 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:26] d2.utils.events INFO: eta: 2:43:24 iter: 415159 total_loss: 4.7 loss_ce: 0.1955 loss_bbox: 0.1573 loss_giou: 0.2979 loss_ce_0: 0.433 loss_bbox_0: 0.2703 loss_giou_0: 0.4604 loss_ce_1: 0.3114 loss_bbox_1: 0.1833 loss_giou_1: 0.3472 loss_ce_2: 0.2546 loss_bbox_2: 0.1705 loss_giou_2: 0.3182 loss_ce_3: 0.2177 loss_bbox_3: 0.1659 loss_giou_3: 0.3035 loss_ce_4: 0.1965 loss_bbox_4: 0.1603 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:32] d2.utils.events INFO: eta: 2:43:21 iter: 415179 total_loss: 4.745 loss_ce: 0.1969 loss_bbox: 0.1585 loss_giou: 0.3201 loss_ce_0: 0.4174 loss_bbox_0: 0.2684 loss_giou_0: 0.4821 loss_ce_1: 0.3105 loss_bbox_1: 0.1892 loss_giou_1: 0.3629 loss_ce_2: 0.2543 loss_bbox_2: 0.177 loss_giou_2: 0.3408 loss_ce_3: 0.2236 loss_bbox_3: 0.1634 loss_giou_3: 0.3267 loss_ce_4: 0.1993 loss_bbox_4: 0.1605 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:37] d2.utils.events INFO: eta: 2:43:12 iter: 415199 total_loss: 4.833 loss_ce: 0.2084 loss_bbox: 0.1575 loss_giou: 0.2987 loss_ce_0: 0.4274 loss_bbox_0: 0.2662 loss_giou_0: 0.4785 loss_ce_1: 0.3113 loss_bbox_1: 0.1882 loss_giou_1: 0.3453 loss_ce_2: 0.2524 loss_bbox_2: 0.1686 loss_giou_2: 0.3205 loss_ce_3: 0.2256 loss_bbox_3: 0.1611 loss_giou_3: 0.3095 loss_ce_4: 0.2064 loss_bbox_4: 0.1635 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:43] d2.utils.events INFO: eta: 2:43:06 iter: 415219 total_loss: 4.972 loss_ce: 0.2087 loss_bbox: 0.1547 loss_giou: 0.3109 loss_ce_0: 0.4269 loss_bbox_0: 0.2723 loss_giou_0: 0.4999 loss_ce_1: 0.3177 loss_bbox_1: 0.1884 loss_giou_1: 0.3684 loss_ce_2: 0.2579 loss_bbox_2: 0.1732 loss_giou_2: 0.3336 loss_ce_3: 0.2328 loss_bbox_3: 0.1595 loss_giou_3: 0.323 loss_ce_4: 0.2124 loss_bbox_4: 0.1564 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:49] d2.utils.events INFO: eta: 2:42:55 iter: 415239 total_loss: 4.31 loss_ce: 0.1783 loss_bbox: 0.1479 loss_giou: 0.2726 loss_ce_0: 0.4291 loss_bbox_0: 0.2605 loss_giou_0: 0.4218 loss_ce_1: 0.3072 loss_bbox_1: 0.1683 loss_giou_1: 0.3029 loss_ce_2: 0.2434 loss_bbox_2: 0.1567 loss_giou_2: 0.2882 loss_ce_3: 0.212 loss_bbox_3: 0.1522 loss_giou_3: 0.28 loss_ce_4: 0.1933 loss_bbox_4: 0.1487 loss_giou_4: 0.2768 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 23:07:54] d2.utils.events INFO: eta: 2:42:48 iter: 415259 total_loss: 4.804 loss_ce: 0.1994 loss_bbox: 0.1538 loss_giou: 0.3069 loss_ce_0: 0.4338 loss_bbox_0: 0.2595 loss_giou_0: 0.4828 loss_ce_1: 0.3087 loss_bbox_1: 0.1838 loss_giou_1: 0.3549 loss_ce_2: 0.2579 loss_bbox_2: 0.1649 loss_giou_2: 0.3251 loss_ce_3: 0.222 loss_bbox_3: 0.1587 loss_giou_3: 0.3155 loss_ce_4: 0.2087 loss_bbox_4: 0.1556 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:00] d2.utils.events INFO: eta: 2:42:45 iter: 415279 total_loss: 4.63 loss_ce: 0.2016 loss_bbox: 0.1598 loss_giou: 0.2934 loss_ce_0: 0.4193 loss_bbox_0: 0.2555 loss_giou_0: 0.4629 loss_ce_1: 0.3134 loss_bbox_1: 0.181 loss_giou_1: 0.3426 loss_ce_2: 0.2493 loss_bbox_2: 0.1691 loss_giou_2: 0.3134 loss_ce_3: 0.217 loss_bbox_3: 0.1636 loss_giou_3: 0.3011 loss_ce_4: 0.2015 loss_bbox_4: 0.1622 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:06] d2.utils.events INFO: eta: 2:42:37 iter: 415299 total_loss: 4.716 loss_ce: 0.2035 loss_bbox: 0.1629 loss_giou: 0.3168 loss_ce_0: 0.4248 loss_bbox_0: 0.2645 loss_giou_0: 0.4746 loss_ce_1: 0.312 loss_bbox_1: 0.185 loss_giou_1: 0.3484 loss_ce_2: 0.2501 loss_bbox_2: 0.175 loss_giou_2: 0.3281 loss_ce_3: 0.2227 loss_bbox_3: 0.1672 loss_giou_3: 0.3251 loss_ce_4: 0.2129 loss_bbox_4: 0.1636 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:11] d2.utils.events INFO: eta: 2:42:31 iter: 415319 total_loss: 4.879 loss_ce: 0.2039 loss_bbox: 0.1587 loss_giou: 0.3041 loss_ce_0: 0.4318 loss_bbox_0: 0.2758 loss_giou_0: 0.4561 loss_ce_1: 0.3247 loss_bbox_1: 0.1918 loss_giou_1: 0.3487 loss_ce_2: 0.2615 loss_bbox_2: 0.1753 loss_giou_2: 0.3292 loss_ce_3: 0.2247 loss_bbox_3: 0.1656 loss_giou_3: 0.3137 loss_ce_4: 0.2044 loss_bbox_4: 0.159 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:17] d2.utils.events INFO: eta: 2:42:26 iter: 415339 total_loss: 4.491 loss_ce: 0.2021 loss_bbox: 0.1567 loss_giou: 0.2667 loss_ce_0: 0.4315 loss_bbox_0: 0.2615 loss_giou_0: 0.4206 loss_ce_1: 0.3104 loss_bbox_1: 0.184 loss_giou_1: 0.3165 loss_ce_2: 0.2528 loss_bbox_2: 0.1691 loss_giou_2: 0.2884 loss_ce_3: 0.2257 loss_bbox_3: 0.1612 loss_giou_3: 0.277 loss_ce_4: 0.2069 loss_bbox_4: 0.1587 loss_giou_4: 0.2704 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:23] d2.utils.events INFO: eta: 2:42:19 iter: 415359 total_loss: 4.71 loss_ce: 0.1948 loss_bbox: 0.1542 loss_giou: 0.2962 loss_ce_0: 0.4217 loss_bbox_0: 0.2689 loss_giou_0: 0.4577 loss_ce_1: 0.3082 loss_bbox_1: 0.188 loss_giou_1: 0.3358 loss_ce_2: 0.255 loss_bbox_2: 0.1689 loss_giou_2: 0.3088 loss_ce_3: 0.2151 loss_bbox_3: 0.1613 loss_giou_3: 0.2989 loss_ce_4: 0.2031 loss_bbox_4: 0.161 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:29] d2.utils.events INFO: eta: 2:42:13 iter: 415379 total_loss: 4.986 loss_ce: 0.2138 loss_bbox: 0.1557 loss_giou: 0.3157 loss_ce_0: 0.4346 loss_bbox_0: 0.2616 loss_giou_0: 0.472 loss_ce_1: 0.3204 loss_bbox_1: 0.1889 loss_giou_1: 0.3517 loss_ce_2: 0.2722 loss_bbox_2: 0.1648 loss_giou_2: 0.3336 loss_ce_3: 0.2348 loss_bbox_3: 0.1655 loss_giou_3: 0.3209 loss_ce_4: 0.2172 loss_bbox_4: 0.1604 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0253 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:34] d2.utils.events INFO: eta: 2:42:09 iter: 415399 total_loss: 4.819 loss_ce: 0.2113 loss_bbox: 0.1463 loss_giou: 0.2961 loss_ce_0: 0.4189 loss_bbox_0: 0.2583 loss_giou_0: 0.4636 loss_ce_1: 0.3222 loss_bbox_1: 0.1818 loss_giou_1: 0.344 loss_ce_2: 0.2709 loss_bbox_2: 0.1618 loss_giou_2: 0.3116 loss_ce_3: 0.2291 loss_bbox_3: 0.1542 loss_giou_3: 0.3016 loss_ce_4: 0.2058 loss_bbox_4: 0.1514 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:40] d2.utils.events INFO: eta: 2:42:00 iter: 415419 total_loss: 4.551 loss_ce: 0.2027 loss_bbox: 0.1441 loss_giou: 0.2987 loss_ce_0: 0.4217 loss_bbox_0: 0.2525 loss_giou_0: 0.4664 loss_ce_1: 0.3129 loss_bbox_1: 0.1711 loss_giou_1: 0.3419 loss_ce_2: 0.254 loss_bbox_2: 0.1574 loss_giou_2: 0.3193 loss_ce_3: 0.2188 loss_bbox_3: 0.1482 loss_giou_3: 0.3059 loss_ce_4: 0.2095 loss_bbox_4: 0.1452 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:46] d2.utils.events INFO: eta: 2:41:55 iter: 415439 total_loss: 4.784 loss_ce: 0.2187 loss_bbox: 0.1487 loss_giou: 0.3121 loss_ce_0: 0.4259 loss_bbox_0: 0.2563 loss_giou_0: 0.4852 loss_ce_1: 0.3114 loss_bbox_1: 0.1751 loss_giou_1: 0.3534 loss_ce_2: 0.2608 loss_bbox_2: 0.1621 loss_giou_2: 0.3247 loss_ce_3: 0.2309 loss_bbox_3: 0.1555 loss_giou_3: 0.3196 loss_ce_4: 0.2186 loss_bbox_4: 0.1507 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:51] d2.utils.events INFO: eta: 2:41:47 iter: 415459 total_loss: 4.748 loss_ce: 0.2148 loss_bbox: 0.1592 loss_giou: 0.2887 loss_ce_0: 0.4433 loss_bbox_0: 0.2593 loss_giou_0: 0.4537 loss_ce_1: 0.322 loss_bbox_1: 0.1843 loss_giou_1: 0.332 loss_ce_2: 0.2578 loss_bbox_2: 0.1705 loss_giou_2: 0.3125 loss_ce_3: 0.2287 loss_bbox_3: 0.1663 loss_giou_3: 0.3018 loss_ce_4: 0.2145 loss_bbox_4: 0.1624 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0316 lr: 2.5e-06 max_mem: 5427M [11/03 23:08:57] d2.utils.events INFO: eta: 2:41:38 iter: 415479 total_loss: 4.668 loss_ce: 0.1845 loss_bbox: 0.1491 loss_giou: 0.299 loss_ce_0: 0.4199 loss_bbox_0: 0.2546 loss_giou_0: 0.469 loss_ce_1: 0.3015 loss_bbox_1: 0.177 loss_giou_1: 0.3373 loss_ce_2: 0.2377 loss_bbox_2: 0.1619 loss_giou_2: 0.3145 loss_ce_3: 0.2117 loss_bbox_3: 0.1549 loss_giou_3: 0.3017 loss_ce_4: 0.1903 loss_bbox_4: 0.1532 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:03] d2.utils.events INFO: eta: 2:41:34 iter: 415499 total_loss: 4.912 loss_ce: 0.1907 loss_bbox: 0.1495 loss_giou: 0.309 loss_ce_0: 0.4215 loss_bbox_0: 0.2557 loss_giou_0: 0.4742 loss_ce_1: 0.31 loss_bbox_1: 0.1807 loss_giou_1: 0.3526 loss_ce_2: 0.2487 loss_bbox_2: 0.163 loss_giou_2: 0.3278 loss_ce_3: 0.2098 loss_bbox_3: 0.1537 loss_giou_3: 0.3183 loss_ce_4: 0.1934 loss_bbox_4: 0.1539 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0301 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:08] d2.utils.events INFO: eta: 2:41:28 iter: 415519 total_loss: 4.766 loss_ce: 0.2046 loss_bbox: 0.1484 loss_giou: 0.3103 loss_ce_0: 0.4209 loss_bbox_0: 0.2549 loss_giou_0: 0.4839 loss_ce_1: 0.3018 loss_bbox_1: 0.1761 loss_giou_1: 0.3641 loss_ce_2: 0.2487 loss_bbox_2: 0.1629 loss_giou_2: 0.3226 loss_ce_3: 0.2171 loss_bbox_3: 0.1582 loss_giou_3: 0.3243 loss_ce_4: 0.2038 loss_bbox_4: 0.1514 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:14] d2.utils.events INFO: eta: 2:41:23 iter: 415539 total_loss: 4.712 loss_ce: 0.1966 loss_bbox: 0.1522 loss_giou: 0.2886 loss_ce_0: 0.4324 loss_bbox_0: 0.2631 loss_giou_0: 0.4356 loss_ce_1: 0.3189 loss_bbox_1: 0.181 loss_giou_1: 0.3173 loss_ce_2: 0.2553 loss_bbox_2: 0.169 loss_giou_2: 0.3004 loss_ce_3: 0.2206 loss_bbox_3: 0.1599 loss_giou_3: 0.2903 loss_ce_4: 0.2069 loss_bbox_4: 0.1496 loss_giou_4: 0.2856 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:20] d2.utils.events INFO: eta: 2:41:15 iter: 415559 total_loss: 4.936 loss_ce: 0.214 loss_bbox: 0.1645 loss_giou: 0.3004 loss_ce_0: 0.4423 loss_bbox_0: 0.2742 loss_giou_0: 0.4488 loss_ce_1: 0.3262 loss_bbox_1: 0.1965 loss_giou_1: 0.3379 loss_ce_2: 0.2549 loss_bbox_2: 0.1753 loss_giou_2: 0.3143 loss_ce_3: 0.2254 loss_bbox_3: 0.1679 loss_giou_3: 0.3088 loss_ce_4: 0.2202 loss_bbox_4: 0.1676 loss_giou_4: 0.3022 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:25] d2.utils.events INFO: eta: 2:41:07 iter: 415579 total_loss: 4.745 loss_ce: 0.2023 loss_bbox: 0.1466 loss_giou: 0.308 loss_ce_0: 0.4274 loss_bbox_0: 0.2476 loss_giou_0: 0.4693 loss_ce_1: 0.312 loss_bbox_1: 0.1797 loss_giou_1: 0.3469 loss_ce_2: 0.2626 loss_bbox_2: 0.1555 loss_giou_2: 0.3254 loss_ce_3: 0.2281 loss_bbox_3: 0.1521 loss_giou_3: 0.3182 loss_ce_4: 0.2074 loss_bbox_4: 0.1492 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:31] d2.utils.events INFO: eta: 2:40:59 iter: 415599 total_loss: 4.527 loss_ce: 0.194 loss_bbox: 0.1452 loss_giou: 0.2912 loss_ce_0: 0.4107 loss_bbox_0: 0.2471 loss_giou_0: 0.4548 loss_ce_1: 0.311 loss_bbox_1: 0.1769 loss_giou_1: 0.3394 loss_ce_2: 0.2405 loss_bbox_2: 0.1615 loss_giou_2: 0.315 loss_ce_3: 0.2116 loss_bbox_3: 0.153 loss_giou_3: 0.2987 loss_ce_4: 0.201 loss_bbox_4: 0.1485 loss_giou_4: 0.2931 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:37] d2.utils.events INFO: eta: 2:40:52 iter: 415619 total_loss: 4.75 loss_ce: 0.203 loss_bbox: 0.1612 loss_giou: 0.2945 loss_ce_0: 0.4278 loss_bbox_0: 0.256 loss_giou_0: 0.4533 loss_ce_1: 0.307 loss_bbox_1: 0.1852 loss_giou_1: 0.339 loss_ce_2: 0.2378 loss_bbox_2: 0.1732 loss_giou_2: 0.3166 loss_ce_3: 0.2219 loss_bbox_3: 0.1711 loss_giou_3: 0.3099 loss_ce_4: 0.2064 loss_bbox_4: 0.1662 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:42] d2.utils.events INFO: eta: 2:40:43 iter: 415639 total_loss: 4.721 loss_ce: 0.2027 loss_bbox: 0.157 loss_giou: 0.295 loss_ce_0: 0.4234 loss_bbox_0: 0.2582 loss_giou_0: 0.4624 loss_ce_1: 0.2968 loss_bbox_1: 0.1804 loss_giou_1: 0.3328 loss_ce_2: 0.2453 loss_bbox_2: 0.1685 loss_giou_2: 0.3113 loss_ce_3: 0.2128 loss_bbox_3: 0.1637 loss_giou_3: 0.3015 loss_ce_4: 0.2046 loss_bbox_4: 0.1611 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:48] d2.utils.events INFO: eta: 2:40:41 iter: 415659 total_loss: 4.818 loss_ce: 0.2077 loss_bbox: 0.1562 loss_giou: 0.2965 loss_ce_0: 0.4319 loss_bbox_0: 0.2635 loss_giou_0: 0.476 loss_ce_1: 0.3095 loss_bbox_1: 0.1839 loss_giou_1: 0.3395 loss_ce_2: 0.2552 loss_bbox_2: 0.1649 loss_giou_2: 0.3141 loss_ce_3: 0.223 loss_bbox_3: 0.1579 loss_giou_3: 0.3045 loss_ce_4: 0.218 loss_bbox_4: 0.1568 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:53] d2.utils.events INFO: eta: 2:40:31 iter: 415679 total_loss: 4.701 loss_ce: 0.2017 loss_bbox: 0.1553 loss_giou: 0.3007 loss_ce_0: 0.4154 loss_bbox_0: 0.2514 loss_giou_0: 0.4554 loss_ce_1: 0.3167 loss_bbox_1: 0.1841 loss_giou_1: 0.3427 loss_ce_2: 0.2512 loss_bbox_2: 0.1687 loss_giou_2: 0.3154 loss_ce_3: 0.2176 loss_bbox_3: 0.1597 loss_giou_3: 0.3069 loss_ce_4: 0.2081 loss_bbox_4: 0.1563 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 23:09:59] d2.utils.events INFO: eta: 2:40:27 iter: 415699 total_loss: 4.865 loss_ce: 0.2 loss_bbox: 0.1642 loss_giou: 0.3082 loss_ce_0: 0.4129 loss_bbox_0: 0.268 loss_giou_0: 0.4631 loss_ce_1: 0.2986 loss_bbox_1: 0.187 loss_giou_1: 0.3485 loss_ce_2: 0.2389 loss_bbox_2: 0.1677 loss_giou_2: 0.3182 loss_ce_3: 0.2104 loss_bbox_3: 0.166 loss_giou_3: 0.3169 loss_ce_4: 0.1999 loss_bbox_4: 0.1636 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:05] d2.utils.events INFO: eta: 2:40:19 iter: 415719 total_loss: 4.919 loss_ce: 0.207 loss_bbox: 0.1496 loss_giou: 0.3041 loss_ce_0: 0.4183 loss_bbox_0: 0.2651 loss_giou_0: 0.4856 loss_ce_1: 0.3254 loss_bbox_1: 0.1813 loss_giou_1: 0.3566 loss_ce_2: 0.2545 loss_bbox_2: 0.1647 loss_giou_2: 0.3202 loss_ce_3: 0.22 loss_bbox_3: 0.1558 loss_giou_3: 0.315 loss_ce_4: 0.2056 loss_bbox_4: 0.1533 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:10] d2.utils.events INFO: eta: 2:40:16 iter: 415739 total_loss: 4.811 loss_ce: 0.2108 loss_bbox: 0.1589 loss_giou: 0.3117 loss_ce_0: 0.4174 loss_bbox_0: 0.263 loss_giou_0: 0.4899 loss_ce_1: 0.2977 loss_bbox_1: 0.187 loss_giou_1: 0.3577 loss_ce_2: 0.2518 loss_bbox_2: 0.1735 loss_giou_2: 0.3264 loss_ce_3: 0.2247 loss_bbox_3: 0.1669 loss_giou_3: 0.3241 loss_ce_4: 0.2134 loss_bbox_4: 0.163 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:16] d2.utils.events INFO: eta: 2:40:05 iter: 415759 total_loss: 4.672 loss_ce: 0.1988 loss_bbox: 0.1581 loss_giou: 0.2844 loss_ce_0: 0.4316 loss_bbox_0: 0.2577 loss_giou_0: 0.4447 loss_ce_1: 0.3108 loss_bbox_1: 0.1901 loss_giou_1: 0.3323 loss_ce_2: 0.2453 loss_bbox_2: 0.1647 loss_giou_2: 0.2996 loss_ce_3: 0.2138 loss_bbox_3: 0.1631 loss_giou_3: 0.2926 loss_ce_4: 0.1994 loss_bbox_4: 0.1617 loss_giou_4: 0.2911 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:22] d2.utils.events INFO: eta: 2:39:58 iter: 415779 total_loss: 4.943 loss_ce: 0.2281 loss_bbox: 0.1407 loss_giou: 0.3054 loss_ce_0: 0.4257 loss_bbox_0: 0.2493 loss_giou_0: 0.4694 loss_ce_1: 0.3219 loss_bbox_1: 0.1671 loss_giou_1: 0.3431 loss_ce_2: 0.2633 loss_bbox_2: 0.1548 loss_giou_2: 0.3261 loss_ce_3: 0.2421 loss_bbox_3: 0.1468 loss_giou_3: 0.3251 loss_ce_4: 0.235 loss_bbox_4: 0.1413 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:27] d2.utils.events INFO: eta: 2:39:53 iter: 415799 total_loss: 4.643 loss_ce: 0.1872 loss_bbox: 0.1495 loss_giou: 0.2957 loss_ce_0: 0.4074 loss_bbox_0: 0.2442 loss_giou_0: 0.459 loss_ce_1: 0.2897 loss_bbox_1: 0.1743 loss_giou_1: 0.3401 loss_ce_2: 0.2358 loss_bbox_2: 0.1595 loss_giou_2: 0.3218 loss_ce_3: 0.1934 loss_bbox_3: 0.1559 loss_giou_3: 0.3144 loss_ce_4: 0.1896 loss_bbox_4: 0.153 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:33] d2.utils.events INFO: eta: 2:39:46 iter: 415819 total_loss: 4.761 loss_ce: 0.2012 loss_bbox: 0.162 loss_giou: 0.2964 loss_ce_0: 0.4261 loss_bbox_0: 0.2479 loss_giou_0: 0.442 loss_ce_1: 0.2936 loss_bbox_1: 0.1861 loss_giou_1: 0.3297 loss_ce_2: 0.2432 loss_bbox_2: 0.1668 loss_giou_2: 0.3115 loss_ce_3: 0.2123 loss_bbox_3: 0.1598 loss_giou_3: 0.309 loss_ce_4: 0.1988 loss_bbox_4: 0.1605 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:39] d2.utils.events INFO: eta: 2:39:41 iter: 415839 total_loss: 4.715 loss_ce: 0.2135 loss_bbox: 0.1617 loss_giou: 0.3014 loss_ce_0: 0.433 loss_bbox_0: 0.2629 loss_giou_0: 0.4712 loss_ce_1: 0.3307 loss_bbox_1: 0.1847 loss_giou_1: 0.345 loss_ce_2: 0.2609 loss_bbox_2: 0.1707 loss_giou_2: 0.313 loss_ce_3: 0.2361 loss_bbox_3: 0.1667 loss_giou_3: 0.3049 loss_ce_4: 0.2221 loss_bbox_4: 0.1637 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0207 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:44] d2.utils.events INFO: eta: 2:39:36 iter: 415859 total_loss: 4.927 loss_ce: 0.2124 loss_bbox: 0.1567 loss_giou: 0.2906 loss_ce_0: 0.433 loss_bbox_0: 0.2605 loss_giou_0: 0.467 loss_ce_1: 0.3148 loss_bbox_1: 0.1804 loss_giou_1: 0.3506 loss_ce_2: 0.2559 loss_bbox_2: 0.1678 loss_giou_2: 0.3148 loss_ce_3: 0.225 loss_bbox_3: 0.1597 loss_giou_3: 0.307 loss_ce_4: 0.2236 loss_bbox_4: 0.1583 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0223 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:50] d2.utils.events INFO: eta: 2:39:29 iter: 415879 total_loss: 4.725 loss_ce: 0.1958 loss_bbox: 0.1528 loss_giou: 0.3023 loss_ce_0: 0.4237 loss_bbox_0: 0.2537 loss_giou_0: 0.457 loss_ce_1: 0.2965 loss_bbox_1: 0.1798 loss_giou_1: 0.3417 loss_ce_2: 0.2391 loss_bbox_2: 0.1683 loss_giou_2: 0.3216 loss_ce_3: 0.2087 loss_bbox_3: 0.1553 loss_giou_3: 0.3144 loss_ce_4: 0.1967 loss_bbox_4: 0.1549 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0240 lr: 2.5e-06 max_mem: 5427M [11/03 23:10:56] d2.utils.events INFO: eta: 2:39:22 iter: 415899 total_loss: 4.626 loss_ce: 0.1923 loss_bbox: 0.1458 loss_giou: 0.3078 loss_ce_0: 0.4136 loss_bbox_0: 0.2489 loss_giou_0: 0.4891 loss_ce_1: 0.2983 loss_bbox_1: 0.1682 loss_giou_1: 0.3457 loss_ce_2: 0.2427 loss_bbox_2: 0.1543 loss_giou_2: 0.3214 loss_ce_3: 0.2147 loss_bbox_3: 0.1514 loss_giou_3: 0.3157 loss_ce_4: 0.2011 loss_bbox_4: 0.149 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:01] d2.utils.events INFO: eta: 2:39:16 iter: 415919 total_loss: 4.832 loss_ce: 0.2051 loss_bbox: 0.1475 loss_giou: 0.3065 loss_ce_0: 0.4283 loss_bbox_0: 0.2545 loss_giou_0: 0.4756 loss_ce_1: 0.3151 loss_bbox_1: 0.1767 loss_giou_1: 0.353 loss_ce_2: 0.2516 loss_bbox_2: 0.1575 loss_giou_2: 0.3277 loss_ce_3: 0.2162 loss_bbox_3: 0.1532 loss_giou_3: 0.3175 loss_ce_4: 0.2033 loss_bbox_4: 0.1506 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:07] d2.utils.events INFO: eta: 2:39:11 iter: 415939 total_loss: 4.853 loss_ce: 0.2087 loss_bbox: 0.1506 loss_giou: 0.306 loss_ce_0: 0.4339 loss_bbox_0: 0.2582 loss_giou_0: 0.4767 loss_ce_1: 0.328 loss_bbox_1: 0.1835 loss_giou_1: 0.3514 loss_ce_2: 0.2661 loss_bbox_2: 0.1615 loss_giou_2: 0.3203 loss_ce_3: 0.2278 loss_bbox_3: 0.1543 loss_giou_3: 0.3132 loss_ce_4: 0.2104 loss_bbox_4: 0.1498 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0325 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:13] d2.utils.events INFO: eta: 2:39:07 iter: 415959 total_loss: 4.782 loss_ce: 0.2058 loss_bbox: 0.1583 loss_giou: 0.3112 loss_ce_0: 0.4246 loss_bbox_0: 0.2683 loss_giou_0: 0.4647 loss_ce_1: 0.3084 loss_bbox_1: 0.1881 loss_giou_1: 0.3534 loss_ce_2: 0.2506 loss_bbox_2: 0.1732 loss_giou_2: 0.3303 loss_ce_3: 0.2072 loss_bbox_3: 0.1615 loss_giou_3: 0.3212 loss_ce_4: 0.2106 loss_bbox_4: 0.1628 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:19] d2.utils.events INFO: eta: 2:39:01 iter: 415979 total_loss: 4.911 loss_ce: 0.205 loss_bbox: 0.15 loss_giou: 0.3085 loss_ce_0: 0.4233 loss_bbox_0: 0.2626 loss_giou_0: 0.467 loss_ce_1: 0.3092 loss_bbox_1: 0.1854 loss_giou_1: 0.3467 loss_ce_2: 0.2626 loss_bbox_2: 0.1635 loss_giou_2: 0.3257 loss_ce_3: 0.2192 loss_bbox_3: 0.16 loss_giou_3: 0.3146 loss_ce_4: 0.2126 loss_bbox_4: 0.1549 loss_giou_4: 0.3069 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:24] d2.utils.events INFO: eta: 2:38:57 iter: 415999 total_loss: 4.807 loss_ce: 0.2207 loss_bbox: 0.1525 loss_giou: 0.3022 loss_ce_0: 0.4356 loss_bbox_0: 0.2688 loss_giou_0: 0.4756 loss_ce_1: 0.3228 loss_bbox_1: 0.1845 loss_giou_1: 0.3556 loss_ce_2: 0.2593 loss_bbox_2: 0.164 loss_giou_2: 0.3233 loss_ce_3: 0.2351 loss_bbox_3: 0.1591 loss_giou_3: 0.3146 loss_ce_4: 0.2252 loss_bbox_4: 0.1572 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0258 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:30] d2.utils.events INFO: eta: 2:38:51 iter: 416019 total_loss: 4.818 loss_ce: 0.2111 loss_bbox: 0.1577 loss_giou: 0.311 loss_ce_0: 0.4333 loss_bbox_0: 0.2594 loss_giou_0: 0.4593 loss_ce_1: 0.3203 loss_bbox_1: 0.1798 loss_giou_1: 0.3484 loss_ce_2: 0.2644 loss_bbox_2: 0.169 loss_giou_2: 0.3222 loss_ce_3: 0.2294 loss_bbox_3: 0.1623 loss_giou_3: 0.3111 loss_ce_4: 0.2159 loss_bbox_4: 0.1619 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:36] d2.utils.events INFO: eta: 2:38:45 iter: 416039 total_loss: 4.682 loss_ce: 0.1857 loss_bbox: 0.1501 loss_giou: 0.3017 loss_ce_0: 0.4109 loss_bbox_0: 0.2564 loss_giou_0: 0.4557 loss_ce_1: 0.2943 loss_bbox_1: 0.1766 loss_giou_1: 0.3375 loss_ce_2: 0.236 loss_bbox_2: 0.1625 loss_giou_2: 0.3111 loss_ce_3: 0.2002 loss_bbox_3: 0.1558 loss_giou_3: 0.2991 loss_ce_4: 0.1837 loss_bbox_4: 0.148 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:41] d2.utils.events INFO: eta: 2:38:34 iter: 416059 total_loss: 4.903 loss_ce: 0.2063 loss_bbox: 0.1607 loss_giou: 0.3034 loss_ce_0: 0.4371 loss_bbox_0: 0.276 loss_giou_0: 0.4483 loss_ce_1: 0.319 loss_bbox_1: 0.1911 loss_giou_1: 0.3462 loss_ce_2: 0.266 loss_bbox_2: 0.1718 loss_giou_2: 0.3173 loss_ce_3: 0.2432 loss_bbox_3: 0.1667 loss_giou_3: 0.3129 loss_ce_4: 0.2143 loss_bbox_4: 0.1626 loss_giou_4: 0.3055 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:47] d2.utils.events INFO: eta: 2:38:24 iter: 416079 total_loss: 4.839 loss_ce: 0.2118 loss_bbox: 0.1539 loss_giou: 0.3045 loss_ce_0: 0.4365 loss_bbox_0: 0.2629 loss_giou_0: 0.475 loss_ce_1: 0.3141 loss_bbox_1: 0.1816 loss_giou_1: 0.3506 loss_ce_2: 0.2603 loss_bbox_2: 0.163 loss_giou_2: 0.3266 loss_ce_3: 0.2228 loss_bbox_3: 0.157 loss_giou_3: 0.3148 loss_ce_4: 0.2145 loss_bbox_4: 0.1554 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0268 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:53] d2.utils.events INFO: eta: 2:38:18 iter: 416099 total_loss: 4.77 loss_ce: 0.2129 loss_bbox: 0.1502 loss_giou: 0.2932 loss_ce_0: 0.426 loss_bbox_0: 0.2599 loss_giou_0: 0.4568 loss_ce_1: 0.3181 loss_bbox_1: 0.182 loss_giou_1: 0.3444 loss_ce_2: 0.2653 loss_bbox_2: 0.1684 loss_giou_2: 0.3129 loss_ce_3: 0.2232 loss_bbox_3: 0.164 loss_giou_3: 0.3048 loss_ce_4: 0.2079 loss_bbox_4: 0.1579 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 23:11:58] d2.utils.events INFO: eta: 2:38:11 iter: 416119 total_loss: 4.464 loss_ce: 0.1894 loss_bbox: 0.149 loss_giou: 0.2801 loss_ce_0: 0.4247 loss_bbox_0: 0.2612 loss_giou_0: 0.4442 loss_ce_1: 0.3177 loss_bbox_1: 0.1788 loss_giou_1: 0.3197 loss_ce_2: 0.2525 loss_bbox_2: 0.1576 loss_giou_2: 0.2964 loss_ce_3: 0.2277 loss_bbox_3: 0.1542 loss_giou_3: 0.289 loss_ce_4: 0.197 loss_bbox_4: 0.15 loss_giou_4: 0.285 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:04] d2.utils.events INFO: eta: 2:38:06 iter: 416139 total_loss: 4.608 loss_ce: 0.1894 loss_bbox: 0.1532 loss_giou: 0.2951 loss_ce_0: 0.4147 loss_bbox_0: 0.2512 loss_giou_0: 0.4501 loss_ce_1: 0.3067 loss_bbox_1: 0.1775 loss_giou_1: 0.3322 loss_ce_2: 0.2306 loss_bbox_2: 0.1625 loss_giou_2: 0.3147 loss_ce_3: 0.2047 loss_bbox_3: 0.1595 loss_giou_3: 0.3064 loss_ce_4: 0.1905 loss_bbox_4: 0.1568 loss_giou_4: 0.299 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:10] d2.utils.events INFO: eta: 2:38:05 iter: 416159 total_loss: 4.744 loss_ce: 0.2091 loss_bbox: 0.1552 loss_giou: 0.3029 loss_ce_0: 0.4235 loss_bbox_0: 0.257 loss_giou_0: 0.4844 loss_ce_1: 0.3136 loss_bbox_1: 0.1808 loss_giou_1: 0.35 loss_ce_2: 0.2584 loss_bbox_2: 0.1685 loss_giou_2: 0.3207 loss_ce_3: 0.2269 loss_bbox_3: 0.161 loss_giou_3: 0.3105 loss_ce_4: 0.2107 loss_bbox_4: 0.1571 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:15] d2.utils.events INFO: eta: 2:37:59 iter: 416179 total_loss: 4.681 loss_ce: 0.1983 loss_bbox: 0.1533 loss_giou: 0.2953 loss_ce_0: 0.432 loss_bbox_0: 0.2592 loss_giou_0: 0.4481 loss_ce_1: 0.3166 loss_bbox_1: 0.1789 loss_giou_1: 0.335 loss_ce_2: 0.2506 loss_bbox_2: 0.1631 loss_giou_2: 0.3152 loss_ce_3: 0.2193 loss_bbox_3: 0.1568 loss_giou_3: 0.2998 loss_ce_4: 0.1991 loss_bbox_4: 0.1568 loss_giou_4: 0.3011 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:21] d2.utils.events INFO: eta: 2:37:58 iter: 416199 total_loss: 4.552 loss_ce: 0.1806 loss_bbox: 0.1487 loss_giou: 0.2827 loss_ce_0: 0.4067 loss_bbox_0: 0.2714 loss_giou_0: 0.4455 loss_ce_1: 0.2919 loss_bbox_1: 0.1787 loss_giou_1: 0.3181 loss_ce_2: 0.2329 loss_bbox_2: 0.1622 loss_giou_2: 0.2989 loss_ce_3: 0.2004 loss_bbox_3: 0.1541 loss_giou_3: 0.2923 loss_ce_4: 0.1898 loss_bbox_4: 0.1514 loss_giou_4: 0.2797 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:27] d2.utils.events INFO: eta: 2:37:51 iter: 416219 total_loss: 4.752 loss_ce: 0.1959 loss_bbox: 0.1525 loss_giou: 0.2908 loss_ce_0: 0.4103 loss_bbox_0: 0.2538 loss_giou_0: 0.4461 loss_ce_1: 0.3061 loss_bbox_1: 0.1744 loss_giou_1: 0.3308 loss_ce_2: 0.2496 loss_bbox_2: 0.1601 loss_giou_2: 0.307 loss_ce_3: 0.2128 loss_bbox_3: 0.1547 loss_giou_3: 0.2957 loss_ce_4: 0.2022 loss_bbox_4: 0.1526 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:32] d2.utils.events INFO: eta: 2:37:49 iter: 416239 total_loss: 4.805 loss_ce: 0.1943 loss_bbox: 0.1629 loss_giou: 0.2909 loss_ce_0: 0.4211 loss_bbox_0: 0.2744 loss_giou_0: 0.4463 loss_ce_1: 0.3119 loss_bbox_1: 0.1961 loss_giou_1: 0.3308 loss_ce_2: 0.2463 loss_bbox_2: 0.1795 loss_giou_2: 0.3047 loss_ce_3: 0.2171 loss_bbox_3: 0.1712 loss_giou_3: 0.2956 loss_ce_4: 0.1992 loss_bbox_4: 0.1664 loss_giou_4: 0.2895 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:38] d2.utils.events INFO: eta: 2:37:43 iter: 416259 total_loss: 4.784 loss_ce: 0.2208 loss_bbox: 0.1525 loss_giou: 0.301 loss_ce_0: 0.4278 loss_bbox_0: 0.268 loss_giou_0: 0.4759 loss_ce_1: 0.3203 loss_bbox_1: 0.1893 loss_giou_1: 0.3574 loss_ce_2: 0.263 loss_bbox_2: 0.1692 loss_giou_2: 0.3209 loss_ce_3: 0.2338 loss_bbox_3: 0.1599 loss_giou_3: 0.3088 loss_ce_4: 0.2173 loss_bbox_4: 0.1577 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0333 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:44] d2.utils.events INFO: eta: 2:37:38 iter: 416279 total_loss: 4.955 loss_ce: 0.2177 loss_bbox: 0.159 loss_giou: 0.2978 loss_ce_0: 0.4496 loss_bbox_0: 0.2707 loss_giou_0: 0.4737 loss_ce_1: 0.3314 loss_bbox_1: 0.187 loss_giou_1: 0.3457 loss_ce_2: 0.267 loss_bbox_2: 0.176 loss_giou_2: 0.3257 loss_ce_3: 0.238 loss_bbox_3: 0.1675 loss_giou_3: 0.3174 loss_ce_4: 0.2208 loss_bbox_4: 0.1616 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:49] d2.utils.events INFO: eta: 2:37:32 iter: 416299 total_loss: 4.746 loss_ce: 0.2129 loss_bbox: 0.1556 loss_giou: 0.2928 loss_ce_0: 0.4141 loss_bbox_0: 0.2495 loss_giou_0: 0.455 loss_ce_1: 0.3117 loss_bbox_1: 0.1795 loss_giou_1: 0.3346 loss_ce_2: 0.2622 loss_bbox_2: 0.1636 loss_giou_2: 0.3105 loss_ce_3: 0.2366 loss_bbox_3: 0.157 loss_giou_3: 0.3047 loss_ce_4: 0.2207 loss_bbox_4: 0.1564 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0247 lr: 2.5e-06 max_mem: 5427M [11/03 23:12:55] d2.utils.events INFO: eta: 2:37:28 iter: 416319 total_loss: 4.998 loss_ce: 0.2045 loss_bbox: 0.1725 loss_giou: 0.3253 loss_ce_0: 0.4392 loss_bbox_0: 0.2738 loss_giou_0: 0.4978 loss_ce_1: 0.327 loss_bbox_1: 0.1936 loss_giou_1: 0.3727 loss_ce_2: 0.2704 loss_bbox_2: 0.1787 loss_giou_2: 0.3424 loss_ce_3: 0.2342 loss_bbox_3: 0.1698 loss_giou_3: 0.3334 loss_ce_4: 0.2217 loss_bbox_4: 0.1722 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0177 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:01] d2.utils.events INFO: eta: 2:37:23 iter: 416339 total_loss: 4.574 loss_ce: 0.1942 loss_bbox: 0.1599 loss_giou: 0.29 loss_ce_0: 0.4099 loss_bbox_0: 0.2511 loss_giou_0: 0.4441 loss_ce_1: 0.293 loss_bbox_1: 0.1786 loss_giou_1: 0.3266 loss_ce_2: 0.2382 loss_bbox_2: 0.176 loss_giou_2: 0.3053 loss_ce_3: 0.2048 loss_bbox_3: 0.1653 loss_giou_3: 0.2921 loss_ce_4: 0.1903 loss_bbox_4: 0.1599 loss_giou_4: 0.2907 time: 0.2800 data_time: 0.0260 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:07] d2.utils.events INFO: eta: 2:37:17 iter: 416359 total_loss: 4.843 loss_ce: 0.2139 loss_bbox: 0.1518 loss_giou: 0.3069 loss_ce_0: 0.4335 loss_bbox_0: 0.2525 loss_giou_0: 0.4813 loss_ce_1: 0.326 loss_bbox_1: 0.1737 loss_giou_1: 0.3526 loss_ce_2: 0.2641 loss_bbox_2: 0.1601 loss_giou_2: 0.3296 loss_ce_3: 0.2258 loss_bbox_3: 0.1551 loss_giou_3: 0.3108 loss_ce_4: 0.2051 loss_bbox_4: 0.1523 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:12] d2.utils.events INFO: eta: 2:37:10 iter: 416379 total_loss: 4.735 loss_ce: 0.199 loss_bbox: 0.1494 loss_giou: 0.3096 loss_ce_0: 0.4238 loss_bbox_0: 0.2493 loss_giou_0: 0.4699 loss_ce_1: 0.3048 loss_bbox_1: 0.1734 loss_giou_1: 0.342 loss_ce_2: 0.2529 loss_bbox_2: 0.155 loss_giou_2: 0.3158 loss_ce_3: 0.2196 loss_bbox_3: 0.1508 loss_giou_3: 0.312 loss_ce_4: 0.2028 loss_bbox_4: 0.15 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:18] d2.utils.events INFO: eta: 2:37:04 iter: 416399 total_loss: 4.753 loss_ce: 0.2011 loss_bbox: 0.1567 loss_giou: 0.303 loss_ce_0: 0.4269 loss_bbox_0: 0.2539 loss_giou_0: 0.4678 loss_ce_1: 0.3 loss_bbox_1: 0.1786 loss_giou_1: 0.3457 loss_ce_2: 0.2426 loss_bbox_2: 0.1679 loss_giou_2: 0.3176 loss_ce_3: 0.2156 loss_bbox_3: 0.1585 loss_giou_3: 0.3082 loss_ce_4: 0.2006 loss_bbox_4: 0.1543 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:24] d2.utils.events INFO: eta: 2:36:59 iter: 416419 total_loss: 5.087 loss_ce: 0.2176 loss_bbox: 0.1684 loss_giou: 0.3142 loss_ce_0: 0.4324 loss_bbox_0: 0.2735 loss_giou_0: 0.4838 loss_ce_1: 0.3235 loss_bbox_1: 0.1923 loss_giou_1: 0.3632 loss_ce_2: 0.264 loss_bbox_2: 0.1696 loss_giou_2: 0.3355 loss_ce_3: 0.237 loss_bbox_3: 0.1727 loss_giou_3: 0.3271 loss_ce_4: 0.2122 loss_bbox_4: 0.1694 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:29] d2.utils.events INFO: eta: 2:36:53 iter: 416439 total_loss: 4.995 loss_ce: 0.2116 loss_bbox: 0.1531 loss_giou: 0.3228 loss_ce_0: 0.4307 loss_bbox_0: 0.2577 loss_giou_0: 0.5074 loss_ce_1: 0.3196 loss_bbox_1: 0.1819 loss_giou_1: 0.3807 loss_ce_2: 0.2525 loss_bbox_2: 0.1712 loss_giou_2: 0.3494 loss_ce_3: 0.228 loss_bbox_3: 0.1616 loss_giou_3: 0.3388 loss_ce_4: 0.2153 loss_bbox_4: 0.1559 loss_giou_4: 0.3318 time: 0.2800 data_time: 0.0321 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:35] d2.utils.events INFO: eta: 2:36:50 iter: 416459 total_loss: 4.886 loss_ce: 0.207 loss_bbox: 0.1644 loss_giou: 0.3149 loss_ce_0: 0.4257 loss_bbox_0: 0.2685 loss_giou_0: 0.4734 loss_ce_1: 0.3351 loss_bbox_1: 0.1926 loss_giou_1: 0.3555 loss_ce_2: 0.2756 loss_bbox_2: 0.1709 loss_giou_2: 0.3214 loss_ce_3: 0.2347 loss_bbox_3: 0.1648 loss_giou_3: 0.3239 loss_ce_4: 0.2124 loss_bbox_4: 0.1646 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0316 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:41] d2.utils.events INFO: eta: 2:36:46 iter: 416479 total_loss: 4.794 loss_ce: 0.2079 loss_bbox: 0.158 loss_giou: 0.3051 loss_ce_0: 0.4373 loss_bbox_0: 0.2707 loss_giou_0: 0.4683 loss_ce_1: 0.3158 loss_bbox_1: 0.1945 loss_giou_1: 0.3414 loss_ce_2: 0.2538 loss_bbox_2: 0.1668 loss_giou_2: 0.3144 loss_ce_3: 0.2251 loss_bbox_3: 0.1648 loss_giou_3: 0.3149 loss_ce_4: 0.2154 loss_bbox_4: 0.1622 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:46] d2.utils.events INFO: eta: 2:36:36 iter: 416499 total_loss: 4.664 loss_ce: 0.1919 loss_bbox: 0.15 loss_giou: 0.2991 loss_ce_0: 0.4272 loss_bbox_0: 0.2583 loss_giou_0: 0.4665 loss_ce_1: 0.3169 loss_bbox_1: 0.1768 loss_giou_1: 0.3414 loss_ce_2: 0.2541 loss_bbox_2: 0.1589 loss_giou_2: 0.3089 loss_ce_3: 0.2179 loss_bbox_3: 0.1561 loss_giou_3: 0.3093 loss_ce_4: 0.2032 loss_bbox_4: 0.1526 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0196 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:52] d2.utils.events INFO: eta: 2:36:31 iter: 416519 total_loss: 5.054 loss_ce: 0.2193 loss_bbox: 0.1678 loss_giou: 0.3125 loss_ce_0: 0.4316 loss_bbox_0: 0.2587 loss_giou_0: 0.4757 loss_ce_1: 0.3263 loss_bbox_1: 0.1891 loss_giou_1: 0.3505 loss_ce_2: 0.2595 loss_bbox_2: 0.1753 loss_giou_2: 0.3302 loss_ce_3: 0.2225 loss_bbox_3: 0.1694 loss_giou_3: 0.322 loss_ce_4: 0.2106 loss_bbox_4: 0.1718 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0192 lr: 2.5e-06 max_mem: 5427M [11/03 23:13:57] d2.utils.events INFO: eta: 2:36:25 iter: 416539 total_loss: 4.753 loss_ce: 0.2125 loss_bbox: 0.1602 loss_giou: 0.3004 loss_ce_0: 0.4411 loss_bbox_0: 0.2651 loss_giou_0: 0.4749 loss_ce_1: 0.3245 loss_bbox_1: 0.1853 loss_giou_1: 0.341 loss_ce_2: 0.269 loss_bbox_2: 0.1674 loss_giou_2: 0.3195 loss_ce_3: 0.23 loss_bbox_3: 0.1676 loss_giou_3: 0.314 loss_ce_4: 0.2133 loss_bbox_4: 0.1618 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0228 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:03] d2.utils.events INFO: eta: 2:36:21 iter: 416559 total_loss: 4.749 loss_ce: 0.2014 loss_bbox: 0.1541 loss_giou: 0.2868 loss_ce_0: 0.424 loss_bbox_0: 0.2653 loss_giou_0: 0.4489 loss_ce_1: 0.3082 loss_bbox_1: 0.1874 loss_giou_1: 0.3458 loss_ce_2: 0.257 loss_bbox_2: 0.1657 loss_giou_2: 0.3133 loss_ce_3: 0.2238 loss_bbox_3: 0.1601 loss_giou_3: 0.3029 loss_ce_4: 0.1957 loss_bbox_4: 0.1591 loss_giou_4: 0.2901 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:09] d2.utils.events INFO: eta: 2:36:17 iter: 416579 total_loss: 4.967 loss_ce: 0.2144 loss_bbox: 0.1494 loss_giou: 0.3173 loss_ce_0: 0.4429 loss_bbox_0: 0.2598 loss_giou_0: 0.4898 loss_ce_1: 0.3318 loss_bbox_1: 0.1796 loss_giou_1: 0.3661 loss_ce_2: 0.2712 loss_bbox_2: 0.1658 loss_giou_2: 0.334 loss_ce_3: 0.2402 loss_bbox_3: 0.1529 loss_giou_3: 0.3265 loss_ce_4: 0.2202 loss_bbox_4: 0.1511 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:15] d2.utils.events INFO: eta: 2:36:13 iter: 416599 total_loss: 4.626 loss_ce: 0.1972 loss_bbox: 0.1376 loss_giou: 0.2928 loss_ce_0: 0.4203 loss_bbox_0: 0.257 loss_giou_0: 0.4558 loss_ce_1: 0.3137 loss_bbox_1: 0.1692 loss_giou_1: 0.3343 loss_ce_2: 0.238 loss_bbox_2: 0.1533 loss_giou_2: 0.314 loss_ce_3: 0.2143 loss_bbox_3: 0.1424 loss_giou_3: 0.3053 loss_ce_4: 0.2022 loss_bbox_4: 0.142 loss_giou_4: 0.3046 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:20] d2.utils.events INFO: eta: 2:36:09 iter: 416619 total_loss: 4.682 loss_ce: 0.194 loss_bbox: 0.1576 loss_giou: 0.2985 loss_ce_0: 0.4448 loss_bbox_0: 0.2707 loss_giou_0: 0.4603 loss_ce_1: 0.3239 loss_bbox_1: 0.178 loss_giou_1: 0.3312 loss_ce_2: 0.2572 loss_bbox_2: 0.1677 loss_giou_2: 0.3152 loss_ce_3: 0.2281 loss_bbox_3: 0.1612 loss_giou_3: 0.3055 loss_ce_4: 0.2094 loss_bbox_4: 0.1597 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:26] d2.utils.events INFO: eta: 2:36:07 iter: 416639 total_loss: 4.85 loss_ce: 0.2049 loss_bbox: 0.1491 loss_giou: 0.2976 loss_ce_0: 0.4263 loss_bbox_0: 0.2637 loss_giou_0: 0.4735 loss_ce_1: 0.3154 loss_bbox_1: 0.1803 loss_giou_1: 0.3488 loss_ce_2: 0.2576 loss_bbox_2: 0.1647 loss_giou_2: 0.3193 loss_ce_3: 0.2288 loss_bbox_3: 0.1596 loss_giou_3: 0.3102 loss_ce_4: 0.213 loss_bbox_4: 0.1538 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0231 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:32] d2.utils.events INFO: eta: 2:35:59 iter: 416659 total_loss: 4.702 loss_ce: 0.2026 loss_bbox: 0.1507 loss_giou: 0.296 loss_ce_0: 0.4038 loss_bbox_0: 0.2624 loss_giou_0: 0.4565 loss_ce_1: 0.3022 loss_bbox_1: 0.1842 loss_giou_1: 0.3294 loss_ce_2: 0.2506 loss_bbox_2: 0.1589 loss_giou_2: 0.3093 loss_ce_3: 0.2295 loss_bbox_3: 0.1542 loss_giou_3: 0.2964 loss_ce_4: 0.2057 loss_bbox_4: 0.1552 loss_giou_4: 0.2983 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:37] d2.utils.events INFO: eta: 2:35:55 iter: 416679 total_loss: 4.65 loss_ce: 0.1851 loss_bbox: 0.1525 loss_giou: 0.2961 loss_ce_0: 0.4228 loss_bbox_0: 0.2595 loss_giou_0: 0.4539 loss_ce_1: 0.3072 loss_bbox_1: 0.1814 loss_giou_1: 0.335 loss_ce_2: 0.2465 loss_bbox_2: 0.1664 loss_giou_2: 0.3087 loss_ce_3: 0.2118 loss_bbox_3: 0.1557 loss_giou_3: 0.3025 loss_ce_4: 0.1952 loss_bbox_4: 0.156 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0220 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:43] d2.utils.events INFO: eta: 2:35:47 iter: 416699 total_loss: 4.795 loss_ce: 0.2002 loss_bbox: 0.1576 loss_giou: 0.2917 loss_ce_0: 0.4214 loss_bbox_0: 0.2506 loss_giou_0: 0.4258 loss_ce_1: 0.3103 loss_bbox_1: 0.1847 loss_giou_1: 0.3204 loss_ce_2: 0.2368 loss_bbox_2: 0.1674 loss_giou_2: 0.3053 loss_ce_3: 0.22 loss_bbox_3: 0.1676 loss_giou_3: 0.302 loss_ce_4: 0.1976 loss_bbox_4: 0.159 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0373 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:48] d2.utils.events INFO: eta: 2:35:40 iter: 416719 total_loss: 4.692 loss_ce: 0.2017 loss_bbox: 0.1497 loss_giou: 0.2792 loss_ce_0: 0.4274 loss_bbox_0: 0.2494 loss_giou_0: 0.4421 loss_ce_1: 0.3084 loss_bbox_1: 0.1735 loss_giou_1: 0.3285 loss_ce_2: 0.2536 loss_bbox_2: 0.1593 loss_giou_2: 0.2979 loss_ce_3: 0.228 loss_bbox_3: 0.1528 loss_giou_3: 0.2908 loss_ce_4: 0.2049 loss_bbox_4: 0.1495 loss_giou_4: 0.2882 time: 0.2800 data_time: 0.0227 lr: 2.5e-06 max_mem: 5427M [11/03 23:14:54] d2.utils.events INFO: eta: 2:35:32 iter: 416739 total_loss: 4.443 loss_ce: 0.1833 loss_bbox: 0.1408 loss_giou: 0.2818 loss_ce_0: 0.4029 loss_bbox_0: 0.2479 loss_giou_0: 0.4436 loss_ce_1: 0.2967 loss_bbox_1: 0.1752 loss_giou_1: 0.3238 loss_ce_2: 0.2365 loss_bbox_2: 0.1528 loss_giou_2: 0.2945 loss_ce_3: 0.2095 loss_bbox_3: 0.147 loss_giou_3: 0.2855 loss_ce_4: 0.1918 loss_bbox_4: 0.1455 loss_giou_4: 0.2826 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:00] d2.utils.events INFO: eta: 2:35:27 iter: 416759 total_loss: 4.885 loss_ce: 0.1987 loss_bbox: 0.1639 loss_giou: 0.3139 loss_ce_0: 0.4321 loss_bbox_0: 0.2735 loss_giou_0: 0.499 loss_ce_1: 0.3122 loss_bbox_1: 0.1882 loss_giou_1: 0.3516 loss_ce_2: 0.2583 loss_bbox_2: 0.1764 loss_giou_2: 0.3337 loss_ce_3: 0.2287 loss_bbox_3: 0.1754 loss_giou_3: 0.3265 loss_ce_4: 0.2081 loss_bbox_4: 0.172 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:05] d2.utils.events INFO: eta: 2:35:22 iter: 416779 total_loss: 4.561 loss_ce: 0.1968 loss_bbox: 0.1452 loss_giou: 0.2803 loss_ce_0: 0.4176 loss_bbox_0: 0.2564 loss_giou_0: 0.4573 loss_ce_1: 0.3026 loss_bbox_1: 0.1731 loss_giou_1: 0.3231 loss_ce_2: 0.2441 loss_bbox_2: 0.1565 loss_giou_2: 0.2961 loss_ce_3: 0.2209 loss_bbox_3: 0.1517 loss_giou_3: 0.2845 loss_ce_4: 0.2033 loss_bbox_4: 0.1459 loss_giou_4: 0.2816 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:11] d2.utils.events INFO: eta: 2:35:17 iter: 416799 total_loss: 4.922 loss_ce: 0.2028 loss_bbox: 0.1542 loss_giou: 0.3069 loss_ce_0: 0.4393 loss_bbox_0: 0.273 loss_giou_0: 0.4869 loss_ce_1: 0.3151 loss_bbox_1: 0.1868 loss_giou_1: 0.3564 loss_ce_2: 0.258 loss_bbox_2: 0.1695 loss_giou_2: 0.3163 loss_ce_3: 0.2188 loss_bbox_3: 0.1666 loss_giou_3: 0.3124 loss_ce_4: 0.2006 loss_bbox_4: 0.156 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:17] d2.utils.events INFO: eta: 2:35:10 iter: 416819 total_loss: 4.467 loss_ce: 0.1807 loss_bbox: 0.1505 loss_giou: 0.2839 loss_ce_0: 0.4098 loss_bbox_0: 0.2508 loss_giou_0: 0.4376 loss_ce_1: 0.2928 loss_bbox_1: 0.1728 loss_giou_1: 0.3266 loss_ce_2: 0.2348 loss_bbox_2: 0.1629 loss_giou_2: 0.3045 loss_ce_3: 0.194 loss_bbox_3: 0.1556 loss_giou_3: 0.2907 loss_ce_4: 0.1881 loss_bbox_4: 0.156 loss_giou_4: 0.289 time: 0.2800 data_time: 0.0199 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:22] d2.utils.events INFO: eta: 2:35:05 iter: 416839 total_loss: 4.545 loss_ce: 0.1841 loss_bbox: 0.1389 loss_giou: 0.2862 loss_ce_0: 0.3988 loss_bbox_0: 0.2382 loss_giou_0: 0.4683 loss_ce_1: 0.2972 loss_bbox_1: 0.1685 loss_giou_1: 0.3232 loss_ce_2: 0.2403 loss_bbox_2: 0.1516 loss_giou_2: 0.3074 loss_ce_3: 0.2132 loss_bbox_3: 0.1451 loss_giou_3: 0.2978 loss_ce_4: 0.1976 loss_bbox_4: 0.1381 loss_giou_4: 0.2943 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:28] d2.utils.events INFO: eta: 2:34:59 iter: 416859 total_loss: 4.775 loss_ce: 0.214 loss_bbox: 0.1425 loss_giou: 0.3021 loss_ce_0: 0.4088 loss_bbox_0: 0.2507 loss_giou_0: 0.4694 loss_ce_1: 0.2991 loss_bbox_1: 0.1701 loss_giou_1: 0.345 loss_ce_2: 0.2558 loss_bbox_2: 0.1568 loss_giou_2: 0.3214 loss_ce_3: 0.2315 loss_bbox_3: 0.1499 loss_giou_3: 0.3133 loss_ce_4: 0.2083 loss_bbox_4: 0.1467 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:34] d2.utils.events INFO: eta: 2:34:53 iter: 416879 total_loss: 4.619 loss_ce: 0.1871 loss_bbox: 0.1547 loss_giou: 0.2833 loss_ce_0: 0.4058 loss_bbox_0: 0.2635 loss_giou_0: 0.4405 loss_ce_1: 0.2987 loss_bbox_1: 0.1859 loss_giou_1: 0.3363 loss_ce_2: 0.2451 loss_bbox_2: 0.1661 loss_giou_2: 0.2977 loss_ce_3: 0.2098 loss_bbox_3: 0.1592 loss_giou_3: 0.2878 loss_ce_4: 0.1975 loss_bbox_4: 0.1571 loss_giou_4: 0.2879 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:39] d2.utils.events INFO: eta: 2:34:49 iter: 416899 total_loss: 5.126 loss_ce: 0.212 loss_bbox: 0.1685 loss_giou: 0.3326 loss_ce_0: 0.4558 loss_bbox_0: 0.2679 loss_giou_0: 0.4998 loss_ce_1: 0.3391 loss_bbox_1: 0.194 loss_giou_1: 0.3669 loss_ce_2: 0.2721 loss_bbox_2: 0.1685 loss_giou_2: 0.3438 loss_ce_3: 0.2294 loss_bbox_3: 0.1741 loss_giou_3: 0.3391 loss_ce_4: 0.2225 loss_bbox_4: 0.1709 loss_giou_4: 0.3329 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:45] d2.utils.events INFO: eta: 2:34:44 iter: 416919 total_loss: 4.822 loss_ce: 0.2015 loss_bbox: 0.156 loss_giou: 0.306 loss_ce_0: 0.4314 loss_bbox_0: 0.2638 loss_giou_0: 0.4762 loss_ce_1: 0.3111 loss_bbox_1: 0.1901 loss_giou_1: 0.3492 loss_ce_2: 0.2583 loss_bbox_2: 0.172 loss_giou_2: 0.3279 loss_ce_3: 0.2251 loss_bbox_3: 0.166 loss_giou_3: 0.3138 loss_ce_4: 0.2063 loss_bbox_4: 0.1645 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0216 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:51] d2.utils.events INFO: eta: 2:34:36 iter: 416939 total_loss: 4.664 loss_ce: 0.2063 loss_bbox: 0.1465 loss_giou: 0.3089 loss_ce_0: 0.4022 loss_bbox_0: 0.255 loss_giou_0: 0.4638 loss_ce_1: 0.3132 loss_bbox_1: 0.1794 loss_giou_1: 0.3498 loss_ce_2: 0.2499 loss_bbox_2: 0.1648 loss_giou_2: 0.3256 loss_ce_3: 0.233 loss_bbox_3: 0.1551 loss_giou_3: 0.3192 loss_ce_4: 0.2164 loss_bbox_4: 0.1509 loss_giou_4: 0.3132 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 23:15:56] d2.utils.events INFO: eta: 2:34:30 iter: 416959 total_loss: 4.558 loss_ce: 0.1834 loss_bbox: 0.1445 loss_giou: 0.2739 loss_ce_0: 0.4246 loss_bbox_0: 0.2575 loss_giou_0: 0.4346 loss_ce_1: 0.3013 loss_bbox_1: 0.1728 loss_giou_1: 0.3226 loss_ce_2: 0.2388 loss_bbox_2: 0.1581 loss_giou_2: 0.3026 loss_ce_3: 0.2071 loss_bbox_3: 0.1492 loss_giou_3: 0.2879 loss_ce_4: 0.1849 loss_bbox_4: 0.145 loss_giou_4: 0.2804 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:02] d2.utils.events INFO: eta: 2:34:23 iter: 416979 total_loss: 4.636 loss_ce: 0.1804 loss_bbox: 0.1422 loss_giou: 0.2937 loss_ce_0: 0.4169 loss_bbox_0: 0.2496 loss_giou_0: 0.4358 loss_ce_1: 0.3 loss_bbox_1: 0.1704 loss_giou_1: 0.3404 loss_ce_2: 0.2238 loss_bbox_2: 0.1569 loss_giou_2: 0.3094 loss_ce_3: 0.1973 loss_bbox_3: 0.1498 loss_giou_3: 0.3026 loss_ce_4: 0.1838 loss_bbox_4: 0.1475 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:08] d2.utils.events INFO: eta: 2:34:15 iter: 416999 total_loss: 4.724 loss_ce: 0.1986 loss_bbox: 0.1475 loss_giou: 0.2993 loss_ce_0: 0.4303 loss_bbox_0: 0.2606 loss_giou_0: 0.4726 loss_ce_1: 0.3095 loss_bbox_1: 0.1775 loss_giou_1: 0.347 loss_ce_2: 0.2392 loss_bbox_2: 0.1627 loss_giou_2: 0.3225 loss_ce_3: 0.2139 loss_bbox_3: 0.1542 loss_giou_3: 0.3097 loss_ce_4: 0.1985 loss_bbox_4: 0.1503 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:13] d2.utils.events INFO: eta: 2:34:07 iter: 417019 total_loss: 4.689 loss_ce: 0.2053 loss_bbox: 0.1563 loss_giou: 0.2876 loss_ce_0: 0.4291 loss_bbox_0: 0.2596 loss_giou_0: 0.4502 loss_ce_1: 0.3131 loss_bbox_1: 0.1768 loss_giou_1: 0.3291 loss_ce_2: 0.2483 loss_bbox_2: 0.1686 loss_giou_2: 0.3047 loss_ce_3: 0.2159 loss_bbox_3: 0.1624 loss_giou_3: 0.3013 loss_ce_4: 0.2048 loss_bbox_4: 0.1559 loss_giou_4: 0.2907 time: 0.2800 data_time: 0.0238 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:19] d2.utils.events INFO: eta: 2:33:57 iter: 417039 total_loss: 4.701 loss_ce: 0.1992 loss_bbox: 0.1572 loss_giou: 0.2989 loss_ce_0: 0.4122 loss_bbox_0: 0.2543 loss_giou_0: 0.4659 loss_ce_1: 0.2981 loss_bbox_1: 0.1812 loss_giou_1: 0.3396 loss_ce_2: 0.2546 loss_bbox_2: 0.1669 loss_giou_2: 0.3156 loss_ce_3: 0.209 loss_bbox_3: 0.1641 loss_giou_3: 0.3084 loss_ce_4: 0.2031 loss_bbox_4: 0.1601 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:25] d2.utils.events INFO: eta: 2:33:53 iter: 417059 total_loss: 5.039 loss_ce: 0.2069 loss_bbox: 0.1555 loss_giou: 0.3147 loss_ce_0: 0.4292 loss_bbox_0: 0.2496 loss_giou_0: 0.4733 loss_ce_1: 0.3126 loss_bbox_1: 0.1818 loss_giou_1: 0.3658 loss_ce_2: 0.2558 loss_bbox_2: 0.1664 loss_giou_2: 0.3354 loss_ce_3: 0.2228 loss_bbox_3: 0.1629 loss_giou_3: 0.3332 loss_ce_4: 0.209 loss_bbox_4: 0.161 loss_giou_4: 0.3232 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:30] d2.utils.events INFO: eta: 2:33:50 iter: 417079 total_loss: 4.662 loss_ce: 0.1913 loss_bbox: 0.1615 loss_giou: 0.3002 loss_ce_0: 0.4054 loss_bbox_0: 0.2696 loss_giou_0: 0.4466 loss_ce_1: 0.3016 loss_bbox_1: 0.1916 loss_giou_1: 0.3442 loss_ce_2: 0.2472 loss_bbox_2: 0.1708 loss_giou_2: 0.3188 loss_ce_3: 0.1999 loss_bbox_3: 0.1692 loss_giou_3: 0.3065 loss_ce_4: 0.1951 loss_bbox_4: 0.1636 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:36] d2.utils.events INFO: eta: 2:33:47 iter: 417099 total_loss: 4.69 loss_ce: 0.1996 loss_bbox: 0.1428 loss_giou: 0.2855 loss_ce_0: 0.4197 loss_bbox_0: 0.2576 loss_giou_0: 0.4418 loss_ce_1: 0.3165 loss_bbox_1: 0.1709 loss_giou_1: 0.3344 loss_ce_2: 0.2526 loss_bbox_2: 0.1544 loss_giou_2: 0.3031 loss_ce_3: 0.216 loss_bbox_3: 0.1503 loss_giou_3: 0.2922 loss_ce_4: 0.199 loss_bbox_4: 0.1469 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:42] d2.utils.events INFO: eta: 2:33:42 iter: 417119 total_loss: 4.852 loss_ce: 0.1992 loss_bbox: 0.1544 loss_giou: 0.2982 loss_ce_0: 0.4291 loss_bbox_0: 0.2583 loss_giou_0: 0.4728 loss_ce_1: 0.3092 loss_bbox_1: 0.189 loss_giou_1: 0.3343 loss_ce_2: 0.2631 loss_bbox_2: 0.1718 loss_giou_2: 0.3138 loss_ce_3: 0.2291 loss_bbox_3: 0.1634 loss_giou_3: 0.3028 loss_ce_4: 0.2078 loss_bbox_4: 0.1605 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:47] d2.utils.events INFO: eta: 2:33:34 iter: 417139 total_loss: 4.546 loss_ce: 0.1864 loss_bbox: 0.1535 loss_giou: 0.2806 loss_ce_0: 0.4153 loss_bbox_0: 0.2595 loss_giou_0: 0.4245 loss_ce_1: 0.3015 loss_bbox_1: 0.1803 loss_giou_1: 0.3133 loss_ce_2: 0.234 loss_bbox_2: 0.1635 loss_giou_2: 0.2995 loss_ce_3: 0.206 loss_bbox_3: 0.1571 loss_giou_3: 0.2876 loss_ce_4: 0.1914 loss_bbox_4: 0.154 loss_giou_4: 0.2809 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:53] d2.utils.events INFO: eta: 2:33:30 iter: 417159 total_loss: 4.696 loss_ce: 0.2098 loss_bbox: 0.1592 loss_giou: 0.2938 loss_ce_0: 0.4377 loss_bbox_0: 0.2757 loss_giou_0: 0.4517 loss_ce_1: 0.3122 loss_bbox_1: 0.1917 loss_giou_1: 0.3375 loss_ce_2: 0.2519 loss_bbox_2: 0.1694 loss_giou_2: 0.3124 loss_ce_3: 0.2271 loss_bbox_3: 0.1626 loss_giou_3: 0.3026 loss_ce_4: 0.2057 loss_bbox_4: 0.1621 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 23:16:59] d2.utils.events INFO: eta: 2:33:24 iter: 417179 total_loss: 4.603 loss_ce: 0.1888 loss_bbox: 0.1605 loss_giou: 0.3142 loss_ce_0: 0.4155 loss_bbox_0: 0.2474 loss_giou_0: 0.4542 loss_ce_1: 0.3088 loss_bbox_1: 0.1783 loss_giou_1: 0.3505 loss_ce_2: 0.251 loss_bbox_2: 0.1631 loss_giou_2: 0.3335 loss_ce_3: 0.2049 loss_bbox_3: 0.1605 loss_giou_3: 0.3265 loss_ce_4: 0.1915 loss_bbox_4: 0.1612 loss_giou_4: 0.3202 time: 0.2800 data_time: 0.0277 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:04] d2.utils.events INFO: eta: 2:33:19 iter: 417199 total_loss: 4.879 loss_ce: 0.194 loss_bbox: 0.1595 loss_giou: 0.3168 loss_ce_0: 0.4247 loss_bbox_0: 0.2734 loss_giou_0: 0.4612 loss_ce_1: 0.3149 loss_bbox_1: 0.1933 loss_giou_1: 0.3518 loss_ce_2: 0.2587 loss_bbox_2: 0.1741 loss_giou_2: 0.3323 loss_ce_3: 0.2192 loss_bbox_3: 0.1682 loss_giou_3: 0.3257 loss_ce_4: 0.1949 loss_bbox_4: 0.1619 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0341 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:10] d2.utils.events INFO: eta: 2:33:12 iter: 417219 total_loss: 4.907 loss_ce: 0.2189 loss_bbox: 0.1586 loss_giou: 0.299 loss_ce_0: 0.4456 loss_bbox_0: 0.2676 loss_giou_0: 0.4532 loss_ce_1: 0.3337 loss_bbox_1: 0.1889 loss_giou_1: 0.3424 loss_ce_2: 0.2677 loss_bbox_2: 0.1693 loss_giou_2: 0.3171 loss_ce_3: 0.2374 loss_bbox_3: 0.159 loss_giou_3: 0.3079 loss_ce_4: 0.2235 loss_bbox_4: 0.1612 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:16] d2.utils.events INFO: eta: 2:33:05 iter: 417239 total_loss: 4.86 loss_ce: 0.2116 loss_bbox: 0.1525 loss_giou: 0.3044 loss_ce_0: 0.4397 loss_bbox_0: 0.2526 loss_giou_0: 0.4812 loss_ce_1: 0.3245 loss_bbox_1: 0.1787 loss_giou_1: 0.3528 loss_ce_2: 0.2641 loss_bbox_2: 0.1626 loss_giou_2: 0.321 loss_ce_3: 0.2375 loss_bbox_3: 0.154 loss_giou_3: 0.3083 loss_ce_4: 0.2173 loss_bbox_4: 0.1519 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:21] d2.utils.events INFO: eta: 2:32:56 iter: 417259 total_loss: 4.867 loss_ce: 0.2132 loss_bbox: 0.1631 loss_giou: 0.2875 loss_ce_0: 0.4317 loss_bbox_0: 0.2717 loss_giou_0: 0.4601 loss_ce_1: 0.3218 loss_bbox_1: 0.1871 loss_giou_1: 0.3327 loss_ce_2: 0.268 loss_bbox_2: 0.174 loss_giou_2: 0.3039 loss_ce_3: 0.2282 loss_bbox_3: 0.1645 loss_giou_3: 0.2955 loss_ce_4: 0.2197 loss_bbox_4: 0.1664 loss_giou_4: 0.2889 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:27] d2.utils.events INFO: eta: 2:32:48 iter: 417279 total_loss: 4.797 loss_ce: 0.206 loss_bbox: 0.1578 loss_giou: 0.3012 loss_ce_0: 0.4322 loss_bbox_0: 0.2541 loss_giou_0: 0.4614 loss_ce_1: 0.3351 loss_bbox_1: 0.1775 loss_giou_1: 0.347 loss_ce_2: 0.2707 loss_bbox_2: 0.1703 loss_giou_2: 0.3206 loss_ce_3: 0.2345 loss_bbox_3: 0.1616 loss_giou_3: 0.3109 loss_ce_4: 0.2113 loss_bbox_4: 0.1601 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0297 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:33] d2.utils.events INFO: eta: 2:32:37 iter: 417299 total_loss: 4.684 loss_ce: 0.1936 loss_bbox: 0.1528 loss_giou: 0.2979 loss_ce_0: 0.414 loss_bbox_0: 0.2579 loss_giou_0: 0.4508 loss_ce_1: 0.2987 loss_bbox_1: 0.1833 loss_giou_1: 0.3509 loss_ce_2: 0.2391 loss_bbox_2: 0.1684 loss_giou_2: 0.3213 loss_ce_3: 0.2099 loss_bbox_3: 0.1589 loss_giou_3: 0.3106 loss_ce_4: 0.1959 loss_bbox_4: 0.1568 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:38] d2.utils.events INFO: eta: 2:32:31 iter: 417319 total_loss: 4.819 loss_ce: 0.212 loss_bbox: 0.1542 loss_giou: 0.2987 loss_ce_0: 0.4278 loss_bbox_0: 0.2488 loss_giou_0: 0.4745 loss_ce_1: 0.3099 loss_bbox_1: 0.176 loss_giou_1: 0.3454 loss_ce_2: 0.2597 loss_bbox_2: 0.1623 loss_giou_2: 0.3177 loss_ce_3: 0.2294 loss_bbox_3: 0.1623 loss_giou_3: 0.3112 loss_ce_4: 0.2137 loss_bbox_4: 0.1575 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:44] d2.utils.events INFO: eta: 2:32:26 iter: 417339 total_loss: 4.783 loss_ce: 0.1886 loss_bbox: 0.1575 loss_giou: 0.2976 loss_ce_0: 0.4183 loss_bbox_0: 0.2682 loss_giou_0: 0.4668 loss_ce_1: 0.3207 loss_bbox_1: 0.1901 loss_giou_1: 0.3425 loss_ce_2: 0.2497 loss_bbox_2: 0.1698 loss_giou_2: 0.3239 loss_ce_3: 0.2204 loss_bbox_3: 0.1601 loss_giou_3: 0.3126 loss_ce_4: 0.1892 loss_bbox_4: 0.1605 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0294 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:50] d2.utils.events INFO: eta: 2:32:20 iter: 417359 total_loss: 4.697 loss_ce: 0.1861 loss_bbox: 0.1451 loss_giou: 0.3044 loss_ce_0: 0.428 loss_bbox_0: 0.2589 loss_giou_0: 0.4742 loss_ce_1: 0.3105 loss_bbox_1: 0.1727 loss_giou_1: 0.351 loss_ce_2: 0.2421 loss_bbox_2: 0.1549 loss_giou_2: 0.3166 loss_ce_3: 0.2093 loss_bbox_3: 0.1498 loss_giou_3: 0.3095 loss_ce_4: 0.1876 loss_bbox_4: 0.1476 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0252 lr: 2.5e-06 max_mem: 5427M [11/03 23:17:55] d2.utils.events INFO: eta: 2:32:18 iter: 417379 total_loss: 4.649 loss_ce: 0.2014 loss_bbox: 0.1627 loss_giou: 0.3018 loss_ce_0: 0.434 loss_bbox_0: 0.2698 loss_giou_0: 0.4742 loss_ce_1: 0.317 loss_bbox_1: 0.1878 loss_giou_1: 0.3563 loss_ce_2: 0.2617 loss_bbox_2: 0.1746 loss_giou_2: 0.3209 loss_ce_3: 0.2261 loss_bbox_3: 0.165 loss_giou_3: 0.3158 loss_ce_4: 0.1978 loss_bbox_4: 0.1673 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0236 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:01] d2.utils.events INFO: eta: 2:32:09 iter: 417399 total_loss: 4.737 loss_ce: 0.1957 loss_bbox: 0.165 loss_giou: 0.295 loss_ce_0: 0.4253 loss_bbox_0: 0.2758 loss_giou_0: 0.4333 loss_ce_1: 0.3144 loss_bbox_1: 0.1938 loss_giou_1: 0.3412 loss_ce_2: 0.246 loss_bbox_2: 0.1735 loss_giou_2: 0.3147 loss_ce_3: 0.2086 loss_bbox_3: 0.1699 loss_giou_3: 0.3038 loss_ce_4: 0.1979 loss_bbox_4: 0.1682 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0270 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:07] d2.utils.events INFO: eta: 2:32:03 iter: 417419 total_loss: 4.741 loss_ce: 0.2065 loss_bbox: 0.1485 loss_giou: 0.283 loss_ce_0: 0.4152 loss_bbox_0: 0.2547 loss_giou_0: 0.4523 loss_ce_1: 0.3029 loss_bbox_1: 0.1764 loss_giou_1: 0.3392 loss_ce_2: 0.2536 loss_bbox_2: 0.159 loss_giou_2: 0.3071 loss_ce_3: 0.2249 loss_bbox_3: 0.1609 loss_giou_3: 0.2958 loss_ce_4: 0.2132 loss_bbox_4: 0.1501 loss_giou_4: 0.2904 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:12] d2.utils.events INFO: eta: 2:32:03 iter: 417439 total_loss: 4.791 loss_ce: 0.2041 loss_bbox: 0.1518 loss_giou: 0.285 loss_ce_0: 0.4436 loss_bbox_0: 0.2649 loss_giou_0: 0.4445 loss_ce_1: 0.3339 loss_bbox_1: 0.1802 loss_giou_1: 0.3298 loss_ce_2: 0.2688 loss_bbox_2: 0.1614 loss_giou_2: 0.3108 loss_ce_3: 0.2352 loss_bbox_3: 0.1588 loss_giou_3: 0.2951 loss_ce_4: 0.2049 loss_bbox_4: 0.1566 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0222 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:18] d2.utils.events INFO: eta: 2:31:53 iter: 417459 total_loss: 4.968 loss_ce: 0.2204 loss_bbox: 0.1521 loss_giou: 0.3149 loss_ce_0: 0.44 loss_bbox_0: 0.2731 loss_giou_0: 0.484 loss_ce_1: 0.3366 loss_bbox_1: 0.1804 loss_giou_1: 0.3594 loss_ce_2: 0.2641 loss_bbox_2: 0.1615 loss_giou_2: 0.329 loss_ce_3: 0.2357 loss_bbox_3: 0.1562 loss_giou_3: 0.3194 loss_ce_4: 0.2224 loss_bbox_4: 0.1545 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:24] d2.utils.events INFO: eta: 2:31:46 iter: 417479 total_loss: 4.664 loss_ce: 0.207 loss_bbox: 0.1519 loss_giou: 0.2835 loss_ce_0: 0.4152 loss_bbox_0: 0.2539 loss_giou_0: 0.442 loss_ce_1: 0.3185 loss_bbox_1: 0.177 loss_giou_1: 0.3337 loss_ce_2: 0.2586 loss_bbox_2: 0.1589 loss_giou_2: 0.2997 loss_ce_3: 0.2259 loss_bbox_3: 0.1591 loss_giou_3: 0.2984 loss_ce_4: 0.2094 loss_bbox_4: 0.1533 loss_giou_4: 0.2933 time: 0.2800 data_time: 0.0334 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:29] d2.utils.events INFO: eta: 2:31:41 iter: 417499 total_loss: 4.812 loss_ce: 0.2169 loss_bbox: 0.1473 loss_giou: 0.2987 loss_ce_0: 0.4343 loss_bbox_0: 0.2511 loss_giou_0: 0.4684 loss_ce_1: 0.3277 loss_bbox_1: 0.176 loss_giou_1: 0.3551 loss_ce_2: 0.27 loss_bbox_2: 0.1617 loss_giou_2: 0.3257 loss_ce_3: 0.2304 loss_bbox_3: 0.1536 loss_giou_3: 0.3094 loss_ce_4: 0.2153 loss_bbox_4: 0.1492 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:35] d2.utils.events INFO: eta: 2:31:34 iter: 417519 total_loss: 5.105 loss_ce: 0.2101 loss_bbox: 0.1561 loss_giou: 0.3147 loss_ce_0: 0.43 loss_bbox_0: 0.2673 loss_giou_0: 0.4854 loss_ce_1: 0.3269 loss_bbox_1: 0.1859 loss_giou_1: 0.3661 loss_ce_2: 0.2554 loss_bbox_2: 0.165 loss_giou_2: 0.3379 loss_ce_3: 0.2259 loss_bbox_3: 0.159 loss_giou_3: 0.3229 loss_ce_4: 0.2115 loss_bbox_4: 0.1544 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:41] d2.utils.events INFO: eta: 2:31:29 iter: 417539 total_loss: 4.824 loss_ce: 0.2258 loss_bbox: 0.1548 loss_giou: 0.2941 loss_ce_0: 0.4231 loss_bbox_0: 0.2606 loss_giou_0: 0.4617 loss_ce_1: 0.3289 loss_bbox_1: 0.1814 loss_giou_1: 0.3378 loss_ce_2: 0.2631 loss_bbox_2: 0.167 loss_giou_2: 0.3177 loss_ce_3: 0.2372 loss_bbox_3: 0.1637 loss_giou_3: 0.306 loss_ce_4: 0.2367 loss_bbox_4: 0.1561 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:46] d2.utils.events INFO: eta: 2:31:22 iter: 417559 total_loss: 4.587 loss_ce: 0.1922 loss_bbox: 0.1479 loss_giou: 0.2968 loss_ce_0: 0.4039 loss_bbox_0: 0.2447 loss_giou_0: 0.4523 loss_ce_1: 0.2948 loss_bbox_1: 0.1747 loss_giou_1: 0.3362 loss_ce_2: 0.2398 loss_bbox_2: 0.1606 loss_giou_2: 0.3139 loss_ce_3: 0.2104 loss_bbox_3: 0.1503 loss_giou_3: 0.3042 loss_ce_4: 0.1971 loss_bbox_4: 0.1494 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0225 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:52] d2.utils.events INFO: eta: 2:31:16 iter: 417579 total_loss: 4.621 loss_ce: 0.196 loss_bbox: 0.1468 loss_giou: 0.3011 loss_ce_0: 0.4251 loss_bbox_0: 0.2549 loss_giou_0: 0.4678 loss_ce_1: 0.3131 loss_bbox_1: 0.1754 loss_giou_1: 0.3469 loss_ce_2: 0.2462 loss_bbox_2: 0.1592 loss_giou_2: 0.319 loss_ce_3: 0.2189 loss_bbox_3: 0.1509 loss_giou_3: 0.3079 loss_ce_4: 0.1942 loss_bbox_4: 0.149 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 23:18:58] d2.utils.events INFO: eta: 2:31:08 iter: 417599 total_loss: 4.599 loss_ce: 0.2021 loss_bbox: 0.1382 loss_giou: 0.2874 loss_ce_0: 0.4251 loss_bbox_0: 0.2453 loss_giou_0: 0.4597 loss_ce_1: 0.3193 loss_bbox_1: 0.1702 loss_giou_1: 0.3439 loss_ce_2: 0.256 loss_bbox_2: 0.154 loss_giou_2: 0.3139 loss_ce_3: 0.2237 loss_bbox_3: 0.1446 loss_giou_3: 0.3013 loss_ce_4: 0.2084 loss_bbox_4: 0.1409 loss_giou_4: 0.2957 time: 0.2800 data_time: 0.0233 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:03] d2.utils.events INFO: eta: 2:31:03 iter: 417619 total_loss: 5.001 loss_ce: 0.2215 loss_bbox: 0.1477 loss_giou: 0.3125 loss_ce_0: 0.4315 loss_bbox_0: 0.2629 loss_giou_0: 0.4893 loss_ce_1: 0.3293 loss_bbox_1: 0.1815 loss_giou_1: 0.3519 loss_ce_2: 0.2774 loss_bbox_2: 0.1615 loss_giou_2: 0.3274 loss_ce_3: 0.2347 loss_bbox_3: 0.154 loss_giou_3: 0.3276 loss_ce_4: 0.2228 loss_bbox_4: 0.1498 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0279 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:09] d2.utils.events INFO: eta: 2:30:55 iter: 417639 total_loss: 4.915 loss_ce: 0.2144 loss_bbox: 0.1544 loss_giou: 0.3185 loss_ce_0: 0.4365 loss_bbox_0: 0.255 loss_giou_0: 0.4864 loss_ce_1: 0.3105 loss_bbox_1: 0.185 loss_giou_1: 0.3754 loss_ce_2: 0.2552 loss_bbox_2: 0.1713 loss_giou_2: 0.3434 loss_ce_3: 0.2254 loss_bbox_3: 0.1644 loss_giou_3: 0.3294 loss_ce_4: 0.2239 loss_bbox_4: 0.1546 loss_giou_4: 0.3215 time: 0.2800 data_time: 0.0217 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:15] d2.utils.events INFO: eta: 2:30:49 iter: 417659 total_loss: 4.61 loss_ce: 0.1899 loss_bbox: 0.1508 loss_giou: 0.3075 loss_ce_0: 0.409 loss_bbox_0: 0.2453 loss_giou_0: 0.4559 loss_ce_1: 0.2967 loss_bbox_1: 0.177 loss_giou_1: 0.3516 loss_ce_2: 0.2385 loss_bbox_2: 0.1621 loss_giou_2: 0.3282 loss_ce_3: 0.2048 loss_bbox_3: 0.157 loss_giou_3: 0.3153 loss_ce_4: 0.1975 loss_bbox_4: 0.1552 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:20] d2.utils.events INFO: eta: 2:30:42 iter: 417679 total_loss: 4.578 loss_ce: 0.1907 loss_bbox: 0.1383 loss_giou: 0.2941 loss_ce_0: 0.3997 loss_bbox_0: 0.2395 loss_giou_0: 0.4528 loss_ce_1: 0.3024 loss_bbox_1: 0.1659 loss_giou_1: 0.3437 loss_ce_2: 0.244 loss_bbox_2: 0.1462 loss_giou_2: 0.3186 loss_ce_3: 0.2056 loss_bbox_3: 0.1459 loss_giou_3: 0.3103 loss_ce_4: 0.1943 loss_bbox_4: 0.139 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0319 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:26] d2.utils.events INFO: eta: 2:30:34 iter: 417699 total_loss: 4.959 loss_ce: 0.21 loss_bbox: 0.1691 loss_giou: 0.3045 loss_ce_0: 0.4276 loss_bbox_0: 0.2771 loss_giou_0: 0.4695 loss_ce_1: 0.3295 loss_bbox_1: 0.198 loss_giou_1: 0.3506 loss_ce_2: 0.2694 loss_bbox_2: 0.1781 loss_giou_2: 0.3266 loss_ce_3: 0.2356 loss_bbox_3: 0.1721 loss_giou_3: 0.3088 loss_ce_4: 0.2158 loss_bbox_4: 0.1686 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0248 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:31] d2.utils.events INFO: eta: 2:30:27 iter: 417719 total_loss: 4.466 loss_ce: 0.201 loss_bbox: 0.1529 loss_giou: 0.2691 loss_ce_0: 0.4089 loss_bbox_0: 0.2484 loss_giou_0: 0.4213 loss_ce_1: 0.2927 loss_bbox_1: 0.1728 loss_giou_1: 0.3154 loss_ce_2: 0.2288 loss_bbox_2: 0.1636 loss_giou_2: 0.2944 loss_ce_3: 0.204 loss_bbox_3: 0.1553 loss_giou_3: 0.2832 loss_ce_4: 0.1998 loss_bbox_4: 0.1549 loss_giou_4: 0.2702 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:37] d2.utils.events INFO: eta: 2:30:20 iter: 417739 total_loss: 4.41 loss_ce: 0.1872 loss_bbox: 0.1583 loss_giou: 0.2964 loss_ce_0: 0.417 loss_bbox_0: 0.2519 loss_giou_0: 0.4449 loss_ce_1: 0.295 loss_bbox_1: 0.1836 loss_giou_1: 0.325 loss_ce_2: 0.2386 loss_bbox_2: 0.1735 loss_giou_2: 0.3054 loss_ce_3: 0.207 loss_bbox_3: 0.1633 loss_giou_3: 0.2992 loss_ce_4: 0.1924 loss_bbox_4: 0.1611 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0254 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:42] d2.utils.events INFO: eta: 2:30:11 iter: 417759 total_loss: 4.468 loss_ce: 0.1813 loss_bbox: 0.1542 loss_giou: 0.2896 loss_ce_0: 0.3927 loss_bbox_0: 0.2585 loss_giou_0: 0.4344 loss_ce_1: 0.2789 loss_bbox_1: 0.1856 loss_giou_1: 0.3228 loss_ce_2: 0.2187 loss_bbox_2: 0.1668 loss_giou_2: 0.3046 loss_ce_3: 0.1947 loss_bbox_3: 0.1626 loss_giou_3: 0.2995 loss_ce_4: 0.1861 loss_bbox_4: 0.1566 loss_giou_4: 0.2953 time: 0.2800 data_time: 0.0249 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:48] d2.utils.events INFO: eta: 2:30:05 iter: 417779 total_loss: 4.73 loss_ce: 0.2004 loss_bbox: 0.1591 loss_giou: 0.2892 loss_ce_0: 0.423 loss_bbox_0: 0.2666 loss_giou_0: 0.4599 loss_ce_1: 0.3151 loss_bbox_1: 0.1849 loss_giou_1: 0.3366 loss_ce_2: 0.2543 loss_bbox_2: 0.1722 loss_giou_2: 0.316 loss_ce_3: 0.2145 loss_bbox_3: 0.1637 loss_giou_3: 0.2994 loss_ce_4: 0.2091 loss_bbox_4: 0.1595 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0280 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:54] d2.utils.events INFO: eta: 2:29:58 iter: 417799 total_loss: 4.55 loss_ce: 0.1912 loss_bbox: 0.1509 loss_giou: 0.2931 loss_ce_0: 0.4228 loss_bbox_0: 0.249 loss_giou_0: 0.4457 loss_ce_1: 0.3152 loss_bbox_1: 0.1832 loss_giou_1: 0.3393 loss_ce_2: 0.2531 loss_bbox_2: 0.1565 loss_giou_2: 0.314 loss_ce_3: 0.211 loss_bbox_3: 0.1546 loss_giou_3: 0.302 loss_ce_4: 0.1925 loss_bbox_4: 0.1507 loss_giou_4: 0.2929 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 23:19:58] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 1.75 seconds. [11/03 23:19:58] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 23:19:59] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 23:19:59] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 23:20:00] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 23:20:00] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 23:20:01] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 23:20:09] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0026 s/iter. Inference: 0.0422 s/iter. Eval: 0.0003 s/iter. Total: 0.0451 s/iter. ETA=0:00:27 [11/03 23:20:14] d2.evaluation.evaluator INFO: Inference done 105/625. Dataloading: 0.0030 s/iter. Inference: 0.0493 s/iter. Eval: 0.0004 s/iter. Total: 0.0528 s/iter. ETA=0:00:27 [11/03 23:20:19] d2.evaluation.evaluator INFO: Inference done 201/625. Dataloading: 0.0029 s/iter. Inference: 0.0494 s/iter. Eval: 0.0004 s/iter. Total: 0.0527 s/iter. ETA=0:00:22 [11/03 23:20:24] d2.evaluation.evaluator INFO: Inference done 299/625. Dataloading: 0.0029 s/iter. Inference: 0.0489 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:17 [11/03 23:20:29] d2.evaluation.evaluator INFO: Inference done 375/625. Dataloading: 0.0029 s/iter. Inference: 0.0490 s/iter. Eval: 0.0031 s/iter. Total: 0.0550 s/iter. ETA=0:00:13 [11/03 23:20:34] d2.evaluation.evaluator INFO: Inference done 469/625. Dataloading: 0.0028 s/iter. Inference: 0.0493 s/iter. Eval: 0.0026 s/iter. Total: 0.0547 s/iter. ETA=0:00:08 [11/03 23:20:39] d2.evaluation.evaluator INFO: Inference done 589/625. Dataloading: 0.0026 s/iter. Inference: 0.0473 s/iter. Eval: 0.0021 s/iter. Total: 0.0521 s/iter. ETA=0:00:01 [11/03 23:20:41] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.881643 (0.051422 s / iter per device, on 8 devices) [11/03 23:20:41] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.046398 s / iter per device, on 8 devices) [11/03 23:20:52] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 23:20:52] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 23:20:54] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 23:20:59] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 23:21:13] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.67 seconds. [11/03 23:21:14] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 23:21:16] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.90 seconds. [11/03 23:21:16] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.886 | 64.180 | 48.068 | 26.607 | 47.803 | 60.718 | [11/03 23:21:16] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.696 | bicycle | 30.785 | car | 45.488 | | motorcycle | 45.980 | airplane | 69.997 | bus | 67.331 | | train | 66.006 | truck | 40.598 | boat | 28.377 | | traffic light | 28.433 | fire hydrant | 71.844 | stop sign | 67.337 | | parking meter | 44.480 | bench | 27.924 | bird | 39.998 | | cat | 74.900 | dog | 68.738 | horse | 62.266 | | sheep | 55.081 | cow | 62.163 | elephant | 66.819 | | bear | 75.560 | zebra | 68.855 | giraffe | 69.777 | | backpack | 17.478 | umbrella | 39.602 | handbag | 17.599 | | tie | 35.043 | suitcase | 44.699 | frisbee | 68.550 | | skis | 27.292 | snowboard | 43.993 | sports ball | 48.745 | | kite | 46.823 | baseball bat | 35.464 | baseball glove | 42.062 | | skateboard | 58.186 | surfboard | 41.275 | tennis racket | 51.712 | | bottle | 39.382 | wine glass | 35.605 | cup | 43.925 | | fork | 38.439 | knife | 21.150 | spoon | 21.376 | | bowl | 44.917 | banana | 25.124 | apple | 23.698 | | sandwich | 41.006 | orange | 31.613 | broccoli | 22.996 | | carrot | 22.830 | hot dog | 40.158 | pizza | 56.109 | | donut | 49.180 | cake | 38.845 | chair | 29.443 | | couch | 48.390 | potted plant | 28.435 | bed | 52.188 | | dining table | 31.446 | toilet | 63.497 | tv | 59.206 | | laptop | 63.500 | mouse | 61.319 | remote | 36.054 | | keyboard | 53.159 | cell phone | 38.599 | microwave | 64.626 | | oven | 36.286 | toaster | 38.064 | sink | 37.967 | | refrigerator | 62.124 | book | 14.486 | clock | 49.427 | | vase | 41.294 | scissors | 42.305 | teddy bear | 48.716 | | hair drier | 5.629 | toothbrush | 35.373 | | | [11/03 23:21:17] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 23:21:17] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 23:21:17] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 23:21:17] d2.evaluation.testing INFO: copypaste: 44.8855,64.1796,48.0680,26.6067,47.8033,60.7179 [11/03 23:21:20] d2.utils.events INFO: eta: 2:29:55 iter: 417819 total_loss: 4.827 loss_ce: 0.2166 loss_bbox: 0.1577 loss_giou: 0.2981 loss_ce_0: 0.4347 loss_bbox_0: 0.2645 loss_giou_0: 0.4559 loss_ce_1: 0.3166 loss_bbox_1: 0.1856 loss_giou_1: 0.3447 loss_ce_2: 0.2683 loss_bbox_2: 0.1703 loss_giou_2: 0.3202 loss_ce_3: 0.2343 loss_bbox_3: 0.1621 loss_giou_3: 0.3051 loss_ce_4: 0.2215 loss_bbox_4: 0.1621 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 23:21:26] d2.utils.events INFO: eta: 2:29:48 iter: 417839 total_loss: 4.783 loss_ce: 0.1955 loss_bbox: 0.1499 loss_giou: 0.3011 loss_ce_0: 0.4144 loss_bbox_0: 0.2681 loss_giou_0: 0.4785 loss_ce_1: 0.3062 loss_bbox_1: 0.1805 loss_giou_1: 0.337 loss_ce_2: 0.2537 loss_bbox_2: 0.1654 loss_giou_2: 0.3117 loss_ce_3: 0.2149 loss_bbox_3: 0.1556 loss_giou_3: 0.3022 loss_ce_4: 0.1993 loss_bbox_4: 0.1534 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 23:21:31] d2.utils.events INFO: eta: 2:29:42 iter: 417859 total_loss: 5.133 loss_ce: 0.2167 loss_bbox: 0.1593 loss_giou: 0.3161 loss_ce_0: 0.435 loss_bbox_0: 0.2636 loss_giou_0: 0.4897 loss_ce_1: 0.3367 loss_bbox_1: 0.1852 loss_giou_1: 0.3683 loss_ce_2: 0.2677 loss_bbox_2: 0.168 loss_giou_2: 0.3359 loss_ce_3: 0.2318 loss_bbox_3: 0.1637 loss_giou_3: 0.3332 loss_ce_4: 0.221 loss_bbox_4: 0.1587 loss_giou_4: 0.3257 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:21:37] d2.utils.events INFO: eta: 2:29:35 iter: 417879 total_loss: 4.846 loss_ce: 0.2059 loss_bbox: 0.1476 loss_giou: 0.295 loss_ce_0: 0.4327 loss_bbox_0: 0.2564 loss_giou_0: 0.4545 loss_ce_1: 0.3203 loss_bbox_1: 0.1776 loss_giou_1: 0.3407 loss_ce_2: 0.2521 loss_bbox_2: 0.1629 loss_giou_2: 0.3151 loss_ce_3: 0.2222 loss_bbox_3: 0.1555 loss_giou_3: 0.3057 loss_ce_4: 0.2096 loss_bbox_4: 0.152 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0278 lr: 2.5e-06 max_mem: 5427M [11/03 23:21:43] d2.utils.events INFO: eta: 2:29:26 iter: 417899 total_loss: 4.607 loss_ce: 0.2025 loss_bbox: 0.1632 loss_giou: 0.284 loss_ce_0: 0.4238 loss_bbox_0: 0.2534 loss_giou_0: 0.452 loss_ce_1: 0.3091 loss_bbox_1: 0.1828 loss_giou_1: 0.3287 loss_ce_2: 0.2508 loss_bbox_2: 0.1702 loss_giou_2: 0.3058 loss_ce_3: 0.2108 loss_bbox_3: 0.1675 loss_giou_3: 0.2991 loss_ce_4: 0.2042 loss_bbox_4: 0.1687 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 23:21:48] d2.utils.events INFO: eta: 2:29:21 iter: 417919 total_loss: 4.706 loss_ce: 0.1881 loss_bbox: 0.1662 loss_giou: 0.2885 loss_ce_0: 0.4201 loss_bbox_0: 0.2588 loss_giou_0: 0.4393 loss_ce_1: 0.307 loss_bbox_1: 0.1929 loss_giou_1: 0.3345 loss_ce_2: 0.243 loss_bbox_2: 0.1763 loss_giou_2: 0.3052 loss_ce_3: 0.2093 loss_bbox_3: 0.1677 loss_giou_3: 0.2956 loss_ce_4: 0.1989 loss_bbox_4: 0.1668 loss_giou_4: 0.2901 time: 0.2800 data_time: 0.0306 lr: 2.5e-06 max_mem: 5427M [11/03 23:21:54] d2.utils.events INFO: eta: 2:29:14 iter: 417939 total_loss: 4.498 loss_ce: 0.1846 loss_bbox: 0.1507 loss_giou: 0.2723 loss_ce_0: 0.4152 loss_bbox_0: 0.2586 loss_giou_0: 0.4448 loss_ce_1: 0.2993 loss_bbox_1: 0.1765 loss_giou_1: 0.3272 loss_ce_2: 0.2427 loss_bbox_2: 0.161 loss_giou_2: 0.2928 loss_ce_3: 0.2142 loss_bbox_3: 0.1573 loss_giou_3: 0.2844 loss_ce_4: 0.1976 loss_bbox_4: 0.1516 loss_giou_4: 0.2796 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:00] d2.utils.events INFO: eta: 2:29:10 iter: 417959 total_loss: 4.807 loss_ce: 0.2132 loss_bbox: 0.1562 loss_giou: 0.3057 loss_ce_0: 0.4299 loss_bbox_0: 0.2613 loss_giou_0: 0.4693 loss_ce_1: 0.3212 loss_bbox_1: 0.1859 loss_giou_1: 0.3569 loss_ce_2: 0.2548 loss_bbox_2: 0.169 loss_giou_2: 0.3329 loss_ce_3: 0.2246 loss_bbox_3: 0.1651 loss_giou_3: 0.3244 loss_ce_4: 0.2135 loss_bbox_4: 0.1593 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0283 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:05] d2.utils.events INFO: eta: 2:29:09 iter: 417979 total_loss: 4.945 loss_ce: 0.2099 loss_bbox: 0.1571 loss_giou: 0.3177 loss_ce_0: 0.4292 loss_bbox_0: 0.2588 loss_giou_0: 0.492 loss_ce_1: 0.324 loss_bbox_1: 0.1806 loss_giou_1: 0.373 loss_ce_2: 0.2671 loss_bbox_2: 0.1689 loss_giou_2: 0.3472 loss_ce_3: 0.2282 loss_bbox_3: 0.1612 loss_giou_3: 0.3389 loss_ce_4: 0.2123 loss_bbox_4: 0.1569 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:11] d2.utils.events INFO: eta: 2:29:07 iter: 417999 total_loss: 5.136 loss_ce: 0.2236 loss_bbox: 0.1573 loss_giou: 0.3354 loss_ce_0: 0.4363 loss_bbox_0: 0.2702 loss_giou_0: 0.5205 loss_ce_1: 0.3219 loss_bbox_1: 0.1865 loss_giou_1: 0.3758 loss_ce_2: 0.2612 loss_bbox_2: 0.1737 loss_giou_2: 0.3569 loss_ce_3: 0.2418 loss_bbox_3: 0.1656 loss_giou_3: 0.349 loss_ce_4: 0.2202 loss_bbox_4: 0.1619 loss_giou_4: 0.3422 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:17] d2.utils.events INFO: eta: 2:29:03 iter: 418019 total_loss: 4.786 loss_ce: 0.2024 loss_bbox: 0.1493 loss_giou: 0.2898 loss_ce_0: 0.4267 loss_bbox_0: 0.2634 loss_giou_0: 0.4606 loss_ce_1: 0.3087 loss_bbox_1: 0.1707 loss_giou_1: 0.3339 loss_ce_2: 0.2521 loss_bbox_2: 0.154 loss_giou_2: 0.3102 loss_ce_3: 0.2186 loss_bbox_3: 0.1519 loss_giou_3: 0.3005 loss_ce_4: 0.2128 loss_bbox_4: 0.1526 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:22] d2.utils.events INFO: eta: 2:29:00 iter: 418039 total_loss: 4.854 loss_ce: 0.2036 loss_bbox: 0.1548 loss_giou: 0.3024 loss_ce_0: 0.4161 loss_bbox_0: 0.2677 loss_giou_0: 0.4332 loss_ce_1: 0.3127 loss_bbox_1: 0.1911 loss_giou_1: 0.3466 loss_ce_2: 0.2499 loss_bbox_2: 0.1701 loss_giou_2: 0.3267 loss_ce_3: 0.2139 loss_bbox_3: 0.1655 loss_giou_3: 0.3211 loss_ce_4: 0.2083 loss_bbox_4: 0.1589 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:28] d2.utils.events INFO: eta: 2:28:52 iter: 418059 total_loss: 4.857 loss_ce: 0.2137 loss_bbox: 0.1609 loss_giou: 0.303 loss_ce_0: 0.4225 loss_bbox_0: 0.2589 loss_giou_0: 0.4656 loss_ce_1: 0.3149 loss_bbox_1: 0.1843 loss_giou_1: 0.3437 loss_ce_2: 0.2615 loss_bbox_2: 0.1711 loss_giou_2: 0.3218 loss_ce_3: 0.2325 loss_bbox_3: 0.1613 loss_giou_3: 0.3156 loss_ce_4: 0.2185 loss_bbox_4: 0.1609 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:34] d2.utils.events INFO: eta: 2:28:51 iter: 418079 total_loss: 4.687 loss_ce: 0.2059 loss_bbox: 0.1531 loss_giou: 0.291 loss_ce_0: 0.4213 loss_bbox_0: 0.263 loss_giou_0: 0.4337 loss_ce_1: 0.3174 loss_bbox_1: 0.1839 loss_giou_1: 0.324 loss_ce_2: 0.2509 loss_bbox_2: 0.1648 loss_giou_2: 0.3002 loss_ce_3: 0.2312 loss_bbox_3: 0.1577 loss_giou_3: 0.2999 loss_ce_4: 0.206 loss_bbox_4: 0.1557 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:39] d2.utils.events INFO: eta: 2:28:41 iter: 418099 total_loss: 4.547 loss_ce: 0.1924 loss_bbox: 0.1574 loss_giou: 0.2886 loss_ce_0: 0.418 loss_bbox_0: 0.2616 loss_giou_0: 0.4472 loss_ce_1: 0.3046 loss_bbox_1: 0.1827 loss_giou_1: 0.3294 loss_ce_2: 0.2376 loss_bbox_2: 0.1685 loss_giou_2: 0.3059 loss_ce_3: 0.2056 loss_bbox_3: 0.1631 loss_giou_3: 0.2982 loss_ce_4: 0.1989 loss_bbox_4: 0.1603 loss_giou_4: 0.2945 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:45] d2.utils.events INFO: eta: 2:28:34 iter: 418119 total_loss: 4.693 loss_ce: 0.2046 loss_bbox: 0.1579 loss_giou: 0.2832 loss_ce_0: 0.4205 loss_bbox_0: 0.2685 loss_giou_0: 0.4372 loss_ce_1: 0.3169 loss_bbox_1: 0.1817 loss_giou_1: 0.3277 loss_ce_2: 0.2559 loss_bbox_2: 0.1703 loss_giou_2: 0.2981 loss_ce_3: 0.2113 loss_bbox_3: 0.1639 loss_giou_3: 0.2953 loss_ce_4: 0.2053 loss_bbox_4: 0.1605 loss_giou_4: 0.287 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:51] d2.utils.events INFO: eta: 2:28:31 iter: 418139 total_loss: 4.963 loss_ce: 0.2077 loss_bbox: 0.1612 loss_giou: 0.3129 loss_ce_0: 0.4116 loss_bbox_0: 0.2698 loss_giou_0: 0.4786 loss_ce_1: 0.3126 loss_bbox_1: 0.187 loss_giou_1: 0.357 loss_ce_2: 0.248 loss_bbox_2: 0.1706 loss_giou_2: 0.3341 loss_ce_3: 0.2205 loss_bbox_3: 0.1632 loss_giou_3: 0.3232 loss_ce_4: 0.2076 loss_bbox_4: 0.1609 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 23:22:56] d2.utils.events INFO: eta: 2:28:24 iter: 418159 total_loss: 4.816 loss_ce: 0.2031 loss_bbox: 0.1463 loss_giou: 0.319 loss_ce_0: 0.4305 loss_bbox_0: 0.2509 loss_giou_0: 0.4923 loss_ce_1: 0.3095 loss_bbox_1: 0.1769 loss_giou_1: 0.3673 loss_ce_2: 0.2563 loss_bbox_2: 0.1587 loss_giou_2: 0.3387 loss_ce_3: 0.2282 loss_bbox_3: 0.1513 loss_giou_3: 0.3274 loss_ce_4: 0.2105 loss_bbox_4: 0.1489 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:02] d2.utils.events INFO: eta: 2:28:17 iter: 418179 total_loss: 4.786 loss_ce: 0.2 loss_bbox: 0.1542 loss_giou: 0.3031 loss_ce_0: 0.4234 loss_bbox_0: 0.2616 loss_giou_0: 0.4528 loss_ce_1: 0.3092 loss_bbox_1: 0.1891 loss_giou_1: 0.3444 loss_ce_2: 0.2522 loss_bbox_2: 0.1691 loss_giou_2: 0.3156 loss_ce_3: 0.2215 loss_bbox_3: 0.1596 loss_giou_3: 0.3072 loss_ce_4: 0.2097 loss_bbox_4: 0.1596 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:08] d2.utils.events INFO: eta: 2:28:07 iter: 418199 total_loss: 4.797 loss_ce: 0.2093 loss_bbox: 0.159 loss_giou: 0.2909 loss_ce_0: 0.4079 loss_bbox_0: 0.2596 loss_giou_0: 0.456 loss_ce_1: 0.2989 loss_bbox_1: 0.1775 loss_giou_1: 0.3303 loss_ce_2: 0.2623 loss_bbox_2: 0.172 loss_giou_2: 0.3099 loss_ce_3: 0.2291 loss_bbox_3: 0.1644 loss_giou_3: 0.2996 loss_ce_4: 0.218 loss_bbox_4: 0.1599 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0257 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:13] d2.utils.events INFO: eta: 2:28:02 iter: 418219 total_loss: 4.875 loss_ce: 0.2134 loss_bbox: 0.1495 loss_giou: 0.3121 loss_ce_0: 0.4352 loss_bbox_0: 0.2666 loss_giou_0: 0.492 loss_ce_1: 0.3226 loss_bbox_1: 0.1936 loss_giou_1: 0.3614 loss_ce_2: 0.2679 loss_bbox_2: 0.1725 loss_giou_2: 0.3352 loss_ce_3: 0.2318 loss_bbox_3: 0.1621 loss_giou_3: 0.3244 loss_ce_4: 0.2163 loss_bbox_4: 0.1548 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:19] d2.utils.events INFO: eta: 2:27:59 iter: 418239 total_loss: 4.783 loss_ce: 0.213 loss_bbox: 0.151 loss_giou: 0.3138 loss_ce_0: 0.4368 loss_bbox_0: 0.2547 loss_giou_0: 0.4872 loss_ce_1: 0.3145 loss_bbox_1: 0.1793 loss_giou_1: 0.3566 loss_ce_2: 0.264 loss_bbox_2: 0.1636 loss_giou_2: 0.3276 loss_ce_3: 0.2311 loss_bbox_3: 0.159 loss_giou_3: 0.3225 loss_ce_4: 0.2162 loss_bbox_4: 0.1558 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0235 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:25] d2.utils.events INFO: eta: 2:27:53 iter: 418259 total_loss: 4.486 loss_ce: 0.1914 loss_bbox: 0.1426 loss_giou: 0.2814 loss_ce_0: 0.4108 loss_bbox_0: 0.2463 loss_giou_0: 0.4499 loss_ce_1: 0.2938 loss_bbox_1: 0.1673 loss_giou_1: 0.326 loss_ce_2: 0.2351 loss_bbox_2: 0.1504 loss_giou_2: 0.2978 loss_ce_3: 0.2078 loss_bbox_3: 0.1472 loss_giou_3: 0.292 loss_ce_4: 0.1883 loss_bbox_4: 0.1445 loss_giou_4: 0.2857 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:30] d2.utils.events INFO: eta: 2:27:47 iter: 418279 total_loss: 4.81 loss_ce: 0.1973 loss_bbox: 0.1606 loss_giou: 0.3011 loss_ce_0: 0.4343 loss_bbox_0: 0.2529 loss_giou_0: 0.4684 loss_ce_1: 0.3111 loss_bbox_1: 0.1819 loss_giou_1: 0.3487 loss_ce_2: 0.2494 loss_bbox_2: 0.1666 loss_giou_2: 0.3163 loss_ce_3: 0.2074 loss_bbox_3: 0.1662 loss_giou_3: 0.3093 loss_ce_4: 0.2037 loss_bbox_4: 0.164 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0317 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:36] d2.utils.events INFO: eta: 2:27:40 iter: 418299 total_loss: 4.713 loss_ce: 0.2106 loss_bbox: 0.1648 loss_giou: 0.2783 loss_ce_0: 0.4259 loss_bbox_0: 0.2634 loss_giou_0: 0.4295 loss_ce_1: 0.3261 loss_bbox_1: 0.1947 loss_giou_1: 0.3198 loss_ce_2: 0.2685 loss_bbox_2: 0.1763 loss_giou_2: 0.297 loss_ce_3: 0.2298 loss_bbox_3: 0.1717 loss_giou_3: 0.2891 loss_ce_4: 0.2207 loss_bbox_4: 0.1685 loss_giou_4: 0.2848 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:42] d2.utils.events INFO: eta: 2:27:37 iter: 418319 total_loss: 4.727 loss_ce: 0.1951 loss_bbox: 0.1575 loss_giou: 0.3063 loss_ce_0: 0.416 loss_bbox_0: 0.2565 loss_giou_0: 0.4683 loss_ce_1: 0.3046 loss_bbox_1: 0.1748 loss_giou_1: 0.3497 loss_ce_2: 0.2502 loss_bbox_2: 0.1659 loss_giou_2: 0.3255 loss_ce_3: 0.2096 loss_bbox_3: 0.1626 loss_giou_3: 0.3208 loss_ce_4: 0.1974 loss_bbox_4: 0.1585 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0201 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:47] d2.utils.events INFO: eta: 2:27:32 iter: 418339 total_loss: 4.698 loss_ce: 0.2057 loss_bbox: 0.1525 loss_giou: 0.2997 loss_ce_0: 0.4211 loss_bbox_0: 0.2718 loss_giou_0: 0.4674 loss_ce_1: 0.3189 loss_bbox_1: 0.1802 loss_giou_1: 0.343 loss_ce_2: 0.2563 loss_bbox_2: 0.1608 loss_giou_2: 0.3227 loss_ce_3: 0.2312 loss_bbox_3: 0.1559 loss_giou_3: 0.3072 loss_ce_4: 0.2121 loss_bbox_4: 0.1519 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0181 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:53] d2.utils.events INFO: eta: 2:27:27 iter: 418359 total_loss: 4.862 loss_ce: 0.2072 loss_bbox: 0.1552 loss_giou: 0.292 loss_ce_0: 0.4397 loss_bbox_0: 0.2756 loss_giou_0: 0.462 loss_ce_1: 0.3115 loss_bbox_1: 0.1896 loss_giou_1: 0.3433 loss_ce_2: 0.2607 loss_bbox_2: 0.1762 loss_giou_2: 0.3236 loss_ce_3: 0.2264 loss_bbox_3: 0.1672 loss_giou_3: 0.3118 loss_ce_4: 0.2164 loss_bbox_4: 0.157 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 23:23:59] d2.utils.events INFO: eta: 2:27:20 iter: 418379 total_loss: 4.819 loss_ce: 0.1998 loss_bbox: 0.1621 loss_giou: 0.2933 loss_ce_0: 0.4334 loss_bbox_0: 0.2703 loss_giou_0: 0.4597 loss_ce_1: 0.3177 loss_bbox_1: 0.1911 loss_giou_1: 0.3388 loss_ce_2: 0.2462 loss_bbox_2: 0.1743 loss_giou_2: 0.3166 loss_ce_3: 0.2238 loss_bbox_3: 0.1698 loss_giou_3: 0.3059 loss_ce_4: 0.2111 loss_bbox_4: 0.1636 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0265 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:04] d2.utils.events INFO: eta: 2:27:15 iter: 418399 total_loss: 4.525 loss_ce: 0.1847 loss_bbox: 0.1579 loss_giou: 0.2947 loss_ce_0: 0.4209 loss_bbox_0: 0.2548 loss_giou_0: 0.4333 loss_ce_1: 0.3064 loss_bbox_1: 0.179 loss_giou_1: 0.33 loss_ce_2: 0.2366 loss_bbox_2: 0.1636 loss_giou_2: 0.3037 loss_ce_3: 0.199 loss_bbox_3: 0.1597 loss_giou_3: 0.3029 loss_ce_4: 0.1925 loss_bbox_4: 0.158 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0262 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:10] d2.utils.events INFO: eta: 2:27:10 iter: 418419 total_loss: 4.829 loss_ce: 0.2081 loss_bbox: 0.1549 loss_giou: 0.317 loss_ce_0: 0.4241 loss_bbox_0: 0.2654 loss_giou_0: 0.4851 loss_ce_1: 0.3172 loss_bbox_1: 0.1789 loss_giou_1: 0.358 loss_ce_2: 0.2673 loss_bbox_2: 0.1679 loss_giou_2: 0.3271 loss_ce_3: 0.2189 loss_bbox_3: 0.1588 loss_giou_3: 0.319 loss_ce_4: 0.2103 loss_bbox_4: 0.157 loss_giou_4: 0.3219 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:16] d2.utils.events INFO: eta: 2:26:59 iter: 418439 total_loss: 4.696 loss_ce: 0.1925 loss_bbox: 0.1543 loss_giou: 0.2751 loss_ce_0: 0.4122 loss_bbox_0: 0.2627 loss_giou_0: 0.4313 loss_ce_1: 0.3145 loss_bbox_1: 0.185 loss_giou_1: 0.3156 loss_ce_2: 0.2511 loss_bbox_2: 0.1628 loss_giou_2: 0.2954 loss_ce_3: 0.2181 loss_bbox_3: 0.1587 loss_giou_3: 0.2865 loss_ce_4: 0.1965 loss_bbox_4: 0.1561 loss_giou_4: 0.2813 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:21] d2.utils.events INFO: eta: 2:26:51 iter: 418459 total_loss: 5.013 loss_ce: 0.2111 loss_bbox: 0.1632 loss_giou: 0.3059 loss_ce_0: 0.4291 loss_bbox_0: 0.2792 loss_giou_0: 0.4449 loss_ce_1: 0.3147 loss_bbox_1: 0.2023 loss_giou_1: 0.3468 loss_ce_2: 0.2627 loss_bbox_2: 0.1754 loss_giou_2: 0.3311 loss_ce_3: 0.2236 loss_bbox_3: 0.1746 loss_giou_3: 0.3233 loss_ce_4: 0.221 loss_bbox_4: 0.1696 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0264 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:27] d2.utils.events INFO: eta: 2:26:40 iter: 418479 total_loss: 4.947 loss_ce: 0.2233 loss_bbox: 0.158 loss_giou: 0.3143 loss_ce_0: 0.4381 loss_bbox_0: 0.263 loss_giou_0: 0.4723 loss_ce_1: 0.3199 loss_bbox_1: 0.1827 loss_giou_1: 0.353 loss_ce_2: 0.2618 loss_bbox_2: 0.1711 loss_giou_2: 0.3273 loss_ce_3: 0.2282 loss_bbox_3: 0.1639 loss_giou_3: 0.3238 loss_ce_4: 0.2215 loss_bbox_4: 0.1624 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:32] d2.utils.events INFO: eta: 2:26:37 iter: 418499 total_loss: 4.613 loss_ce: 0.1944 loss_bbox: 0.1455 loss_giou: 0.3065 loss_ce_0: 0.4269 loss_bbox_0: 0.2597 loss_giou_0: 0.4607 loss_ce_1: 0.2999 loss_bbox_1: 0.1841 loss_giou_1: 0.343 loss_ce_2: 0.25 loss_bbox_2: 0.1597 loss_giou_2: 0.323 loss_ce_3: 0.2129 loss_bbox_3: 0.1521 loss_giou_3: 0.3149 loss_ce_4: 0.197 loss_bbox_4: 0.1463 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:38] d2.utils.events INFO: eta: 2:26:34 iter: 418519 total_loss: 4.794 loss_ce: 0.1996 loss_bbox: 0.1522 loss_giou: 0.3161 loss_ce_0: 0.4134 loss_bbox_0: 0.2684 loss_giou_0: 0.4602 loss_ce_1: 0.3063 loss_bbox_1: 0.1855 loss_giou_1: 0.3526 loss_ce_2: 0.2558 loss_bbox_2: 0.167 loss_giou_2: 0.333 loss_ce_3: 0.2267 loss_bbox_3: 0.16 loss_giou_3: 0.3234 loss_ce_4: 0.2062 loss_bbox_4: 0.1521 loss_giou_4: 0.3148 time: 0.2800 data_time: 0.0291 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:44] d2.utils.events INFO: eta: 2:26:27 iter: 418539 total_loss: 4.822 loss_ce: 0.2025 loss_bbox: 0.1542 loss_giou: 0.3125 loss_ce_0: 0.4153 loss_bbox_0: 0.2658 loss_giou_0: 0.463 loss_ce_1: 0.3088 loss_bbox_1: 0.1803 loss_giou_1: 0.3549 loss_ce_2: 0.2445 loss_bbox_2: 0.1653 loss_giou_2: 0.3337 loss_ce_3: 0.2117 loss_bbox_3: 0.1627 loss_giou_3: 0.3258 loss_ce_4: 0.2081 loss_bbox_4: 0.1552 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0321 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:49] d2.utils.events INFO: eta: 2:26:25 iter: 418559 total_loss: 4.465 loss_ce: 0.2077 loss_bbox: 0.1499 loss_giou: 0.283 loss_ce_0: 0.4229 loss_bbox_0: 0.2584 loss_giou_0: 0.4495 loss_ce_1: 0.3006 loss_bbox_1: 0.1801 loss_giou_1: 0.3336 loss_ce_2: 0.2415 loss_bbox_2: 0.1616 loss_giou_2: 0.2985 loss_ce_3: 0.2146 loss_bbox_3: 0.1546 loss_giou_3: 0.2957 loss_ce_4: 0.2065 loss_bbox_4: 0.1491 loss_giou_4: 0.2879 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 23:24:55] d2.utils.events INFO: eta: 2:26:20 iter: 418579 total_loss: 4.719 loss_ce: 0.1977 loss_bbox: 0.1711 loss_giou: 0.2969 loss_ce_0: 0.4317 loss_bbox_0: 0.2782 loss_giou_0: 0.452 loss_ce_1: 0.3125 loss_bbox_1: 0.1917 loss_giou_1: 0.3287 loss_ce_2: 0.2531 loss_bbox_2: 0.1692 loss_giou_2: 0.313 loss_ce_3: 0.2132 loss_bbox_3: 0.1648 loss_giou_3: 0.2999 loss_ce_4: 0.1998 loss_bbox_4: 0.1692 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0334 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:01] d2.utils.events INFO: eta: 2:26:14 iter: 418599 total_loss: 4.798 loss_ce: 0.2029 loss_bbox: 0.1494 loss_giou: 0.3061 loss_ce_0: 0.4322 loss_bbox_0: 0.2672 loss_giou_0: 0.4736 loss_ce_1: 0.3278 loss_bbox_1: 0.1864 loss_giou_1: 0.3503 loss_ce_2: 0.2481 loss_bbox_2: 0.1663 loss_giou_2: 0.3196 loss_ce_3: 0.2275 loss_bbox_3: 0.1588 loss_giou_3: 0.3136 loss_ce_4: 0.2039 loss_bbox_4: 0.1517 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:06] d2.utils.events INFO: eta: 2:26:06 iter: 418619 total_loss: 4.706 loss_ce: 0.2052 loss_bbox: 0.1472 loss_giou: 0.294 loss_ce_0: 0.4176 loss_bbox_0: 0.2533 loss_giou_0: 0.4634 loss_ce_1: 0.3129 loss_bbox_1: 0.1753 loss_giou_1: 0.3368 loss_ce_2: 0.248 loss_bbox_2: 0.1569 loss_giou_2: 0.3161 loss_ce_3: 0.2193 loss_bbox_3: 0.1486 loss_giou_3: 0.3082 loss_ce_4: 0.2109 loss_bbox_4: 0.1452 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:12] d2.utils.events INFO: eta: 2:26:01 iter: 418639 total_loss: 4.625 loss_ce: 0.1993 loss_bbox: 0.154 loss_giou: 0.2916 loss_ce_0: 0.4255 loss_bbox_0: 0.2627 loss_giou_0: 0.4534 loss_ce_1: 0.315 loss_bbox_1: 0.1793 loss_giou_1: 0.3249 loss_ce_2: 0.2493 loss_bbox_2: 0.1654 loss_giou_2: 0.3049 loss_ce_3: 0.2112 loss_bbox_3: 0.1603 loss_giou_3: 0.3021 loss_ce_4: 0.1952 loss_bbox_4: 0.1569 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0276 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:17] d2.utils.events INFO: eta: 2:25:57 iter: 418659 total_loss: 4.733 loss_ce: 0.1885 loss_bbox: 0.1514 loss_giou: 0.309 loss_ce_0: 0.4216 loss_bbox_0: 0.2548 loss_giou_0: 0.4754 loss_ce_1: 0.3007 loss_bbox_1: 0.18 loss_giou_1: 0.3583 loss_ce_2: 0.2403 loss_bbox_2: 0.1591 loss_giou_2: 0.3363 loss_ce_3: 0.2137 loss_bbox_3: 0.1559 loss_giou_3: 0.3218 loss_ce_4: 0.1922 loss_bbox_4: 0.1534 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:23] d2.utils.events INFO: eta: 2:25:54 iter: 418679 total_loss: 4.761 loss_ce: 0.1928 loss_bbox: 0.1685 loss_giou: 0.305 loss_ce_0: 0.4285 loss_bbox_0: 0.2692 loss_giou_0: 0.4722 loss_ce_1: 0.3265 loss_bbox_1: 0.1938 loss_giou_1: 0.3378 loss_ce_2: 0.2572 loss_bbox_2: 0.1729 loss_giou_2: 0.3141 loss_ce_3: 0.2133 loss_bbox_3: 0.1712 loss_giou_3: 0.3059 loss_ce_4: 0.2022 loss_bbox_4: 0.1688 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:29] d2.utils.events INFO: eta: 2:25:51 iter: 418699 total_loss: 4.844 loss_ce: 0.199 loss_bbox: 0.1577 loss_giou: 0.3044 loss_ce_0: 0.4253 loss_bbox_0: 0.2792 loss_giou_0: 0.4672 loss_ce_1: 0.3097 loss_bbox_1: 0.194 loss_giou_1: 0.3518 loss_ce_2: 0.2509 loss_bbox_2: 0.1726 loss_giou_2: 0.3261 loss_ce_3: 0.2215 loss_bbox_3: 0.1662 loss_giou_3: 0.3152 loss_ce_4: 0.2029 loss_bbox_4: 0.1577 loss_giou_4: 0.3089 time: 0.2800 data_time: 0.0245 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:35] d2.utils.events INFO: eta: 2:25:49 iter: 418719 total_loss: 4.841 loss_ce: 0.1969 loss_bbox: 0.15 loss_giou: 0.3086 loss_ce_0: 0.4118 loss_bbox_0: 0.2584 loss_giou_0: 0.4813 loss_ce_1: 0.3114 loss_bbox_1: 0.1841 loss_giou_1: 0.3537 loss_ce_2: 0.2595 loss_bbox_2: 0.1653 loss_giou_2: 0.3314 loss_ce_3: 0.2172 loss_bbox_3: 0.1572 loss_giou_3: 0.3193 loss_ce_4: 0.2065 loss_bbox_4: 0.1528 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:40] d2.utils.events INFO: eta: 2:25:46 iter: 418739 total_loss: 4.945 loss_ce: 0.2109 loss_bbox: 0.1576 loss_giou: 0.32 loss_ce_0: 0.4327 loss_bbox_0: 0.2684 loss_giou_0: 0.5109 loss_ce_1: 0.3227 loss_bbox_1: 0.189 loss_giou_1: 0.3702 loss_ce_2: 0.2716 loss_bbox_2: 0.1713 loss_giou_2: 0.3389 loss_ce_3: 0.2411 loss_bbox_3: 0.1629 loss_giou_3: 0.3299 loss_ce_4: 0.2166 loss_bbox_4: 0.1592 loss_giou_4: 0.3233 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:46] d2.utils.events INFO: eta: 2:25:45 iter: 418759 total_loss: 4.355 loss_ce: 0.1816 loss_bbox: 0.1519 loss_giou: 0.2949 loss_ce_0: 0.4062 loss_bbox_0: 0.2472 loss_giou_0: 0.4333 loss_ce_1: 0.2765 loss_bbox_1: 0.1752 loss_giou_1: 0.3263 loss_ce_2: 0.2203 loss_bbox_2: 0.1625 loss_giou_2: 0.3034 loss_ce_3: 0.1964 loss_bbox_3: 0.1617 loss_giou_3: 0.2972 loss_ce_4: 0.1807 loss_bbox_4: 0.1551 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0256 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:52] d2.utils.events INFO: eta: 2:25:40 iter: 418779 total_loss: 4.547 loss_ce: 0.1867 loss_bbox: 0.1498 loss_giou: 0.2832 loss_ce_0: 0.4384 loss_bbox_0: 0.2604 loss_giou_0: 0.4477 loss_ce_1: 0.3072 loss_bbox_1: 0.182 loss_giou_1: 0.3263 loss_ce_2: 0.2621 loss_bbox_2: 0.1595 loss_giou_2: 0.2995 loss_ce_3: 0.2111 loss_bbox_3: 0.1514 loss_giou_3: 0.2951 loss_ce_4: 0.1985 loss_bbox_4: 0.1513 loss_giou_4: 0.2877 time: 0.2800 data_time: 0.0230 lr: 2.5e-06 max_mem: 5427M [11/03 23:25:57] d2.utils.events INFO: eta: 2:25:35 iter: 418799 total_loss: 4.753 loss_ce: 0.1895 loss_bbox: 0.1562 loss_giou: 0.2884 loss_ce_0: 0.4183 loss_bbox_0: 0.2545 loss_giou_0: 0.4283 loss_ce_1: 0.306 loss_bbox_1: 0.1759 loss_giou_1: 0.3308 loss_ce_2: 0.2306 loss_bbox_2: 0.1644 loss_giou_2: 0.3084 loss_ce_3: 0.2008 loss_bbox_3: 0.1629 loss_giou_3: 0.3014 loss_ce_4: 0.1877 loss_bbox_4: 0.1582 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:03] d2.utils.events INFO: eta: 2:25:29 iter: 418819 total_loss: 4.802 loss_ce: 0.2036 loss_bbox: 0.1514 loss_giou: 0.3191 loss_ce_0: 0.4251 loss_bbox_0: 0.2573 loss_giou_0: 0.4799 loss_ce_1: 0.3102 loss_bbox_1: 0.1764 loss_giou_1: 0.3644 loss_ce_2: 0.2534 loss_bbox_2: 0.1664 loss_giou_2: 0.3356 loss_ce_3: 0.2106 loss_bbox_3: 0.1561 loss_giou_3: 0.3279 loss_ce_4: 0.2036 loss_bbox_4: 0.1524 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:09] d2.utils.events INFO: eta: 2:25:23 iter: 418839 total_loss: 5.217 loss_ce: 0.2191 loss_bbox: 0.1571 loss_giou: 0.3414 loss_ce_0: 0.4197 loss_bbox_0: 0.2626 loss_giou_0: 0.5208 loss_ce_1: 0.3127 loss_bbox_1: 0.1902 loss_giou_1: 0.4038 loss_ce_2: 0.2629 loss_bbox_2: 0.1704 loss_giou_2: 0.3671 loss_ce_3: 0.238 loss_bbox_3: 0.1619 loss_giou_3: 0.3557 loss_ce_4: 0.2188 loss_bbox_4: 0.1636 loss_giou_4: 0.3466 time: 0.2800 data_time: 0.0332 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:14] d2.utils.events INFO: eta: 2:25:17 iter: 418859 total_loss: 5.227 loss_ce: 0.2312 loss_bbox: 0.1661 loss_giou: 0.3331 loss_ce_0: 0.4402 loss_bbox_0: 0.2764 loss_giou_0: 0.4655 loss_ce_1: 0.3362 loss_bbox_1: 0.1942 loss_giou_1: 0.3675 loss_ce_2: 0.2803 loss_bbox_2: 0.1764 loss_giou_2: 0.3474 loss_ce_3: 0.2458 loss_bbox_3: 0.1734 loss_giou_3: 0.3418 loss_ce_4: 0.2311 loss_bbox_4: 0.1674 loss_giou_4: 0.3341 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:20] d2.utils.events INFO: eta: 2:25:12 iter: 418879 total_loss: 4.724 loss_ce: 0.2016 loss_bbox: 0.1511 loss_giou: 0.2997 loss_ce_0: 0.4314 loss_bbox_0: 0.253 loss_giou_0: 0.4493 loss_ce_1: 0.3172 loss_bbox_1: 0.1707 loss_giou_1: 0.3297 loss_ce_2: 0.2666 loss_bbox_2: 0.1606 loss_giou_2: 0.3105 loss_ce_3: 0.2298 loss_bbox_3: 0.1561 loss_giou_3: 0.3057 loss_ce_4: 0.206 loss_bbox_4: 0.1545 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0234 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:26] d2.utils.events INFO: eta: 2:25:08 iter: 418899 total_loss: 4.601 loss_ce: 0.2051 loss_bbox: 0.1496 loss_giou: 0.2764 loss_ce_0: 0.4144 loss_bbox_0: 0.2653 loss_giou_0: 0.4358 loss_ce_1: 0.3015 loss_bbox_1: 0.1787 loss_giou_1: 0.3196 loss_ce_2: 0.26 loss_bbox_2: 0.1694 loss_giou_2: 0.2995 loss_ce_3: 0.2231 loss_bbox_3: 0.1571 loss_giou_3: 0.2857 loss_ce_4: 0.2131 loss_bbox_4: 0.1538 loss_giou_4: 0.2803 time: 0.2800 data_time: 0.0281 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:31] d2.utils.events INFO: eta: 2:24:59 iter: 418919 total_loss: 4.587 loss_ce: 0.2004 loss_bbox: 0.1631 loss_giou: 0.2892 loss_ce_0: 0.4176 loss_bbox_0: 0.2697 loss_giou_0: 0.4402 loss_ce_1: 0.2974 loss_bbox_1: 0.1903 loss_giou_1: 0.3385 loss_ce_2: 0.2373 loss_bbox_2: 0.1764 loss_giou_2: 0.3108 loss_ce_3: 0.2174 loss_bbox_3: 0.1715 loss_giou_3: 0.3012 loss_ce_4: 0.2019 loss_bbox_4: 0.1637 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0246 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:37] d2.utils.events INFO: eta: 2:24:55 iter: 418939 total_loss: 4.786 loss_ce: 0.1918 loss_bbox: 0.1601 loss_giou: 0.3025 loss_ce_0: 0.4305 loss_bbox_0: 0.2709 loss_giou_0: 0.4765 loss_ce_1: 0.3154 loss_bbox_1: 0.1876 loss_giou_1: 0.3551 loss_ce_2: 0.2488 loss_bbox_2: 0.1693 loss_giou_2: 0.3293 loss_ce_3: 0.2172 loss_bbox_3: 0.1647 loss_giou_3: 0.3201 loss_ce_4: 0.2045 loss_bbox_4: 0.1624 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:43] d2.utils.events INFO: eta: 2:24:49 iter: 418959 total_loss: 4.827 loss_ce: 0.1992 loss_bbox: 0.1534 loss_giou: 0.2873 loss_ce_0: 0.4324 loss_bbox_0: 0.2752 loss_giou_0: 0.4552 loss_ce_1: 0.3104 loss_bbox_1: 0.1906 loss_giou_1: 0.3437 loss_ce_2: 0.2648 loss_bbox_2: 0.1728 loss_giou_2: 0.3177 loss_ce_3: 0.229 loss_bbox_3: 0.1649 loss_giou_3: 0.3001 loss_ce_4: 0.2084 loss_bbox_4: 0.1563 loss_giou_4: 0.289 time: 0.2800 data_time: 0.0333 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:48] d2.utils.events INFO: eta: 2:24:43 iter: 418979 total_loss: 4.477 loss_ce: 0.1917 loss_bbox: 0.1586 loss_giou: 0.2875 loss_ce_0: 0.4176 loss_bbox_0: 0.2647 loss_giou_0: 0.428 loss_ce_1: 0.3064 loss_bbox_1: 0.1851 loss_giou_1: 0.3156 loss_ce_2: 0.2429 loss_bbox_2: 0.1677 loss_giou_2: 0.2996 loss_ce_3: 0.2117 loss_bbox_3: 0.1621 loss_giou_3: 0.2923 loss_ce_4: 0.1927 loss_bbox_4: 0.1606 loss_giou_4: 0.2891 time: 0.2800 data_time: 0.0282 lr: 2.5e-06 max_mem: 5427M [11/03 23:26:54] d2.utils.events INFO: eta: 2:24:37 iter: 418999 total_loss: 4.799 loss_ce: 0.1925 loss_bbox: 0.1538 loss_giou: 0.304 loss_ce_0: 0.4134 loss_bbox_0: 0.2542 loss_giou_0: 0.4957 loss_ce_1: 0.307 loss_bbox_1: 0.1841 loss_giou_1: 0.3575 loss_ce_2: 0.2528 loss_bbox_2: 0.1661 loss_giou_2: 0.333 loss_ce_3: 0.2098 loss_bbox_3: 0.1612 loss_giou_3: 0.315 loss_ce_4: 0.1947 loss_bbox_4: 0.157 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0287 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:00] d2.utils.events INFO: eta: 2:24:31 iter: 419019 total_loss: 4.928 loss_ce: 0.2028 loss_bbox: 0.1548 loss_giou: 0.3057 loss_ce_0: 0.4269 loss_bbox_0: 0.2572 loss_giou_0: 0.4851 loss_ce_1: 0.3284 loss_bbox_1: 0.1829 loss_giou_1: 0.3473 loss_ce_2: 0.2619 loss_bbox_2: 0.1633 loss_giou_2: 0.3231 loss_ce_3: 0.2282 loss_bbox_3: 0.1582 loss_giou_3: 0.3124 loss_ce_4: 0.214 loss_bbox_4: 0.1552 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0263 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:06] d2.utils.events INFO: eta: 2:24:27 iter: 419039 total_loss: 4.833 loss_ce: 0.212 loss_bbox: 0.1532 loss_giou: 0.2929 loss_ce_0: 0.4449 loss_bbox_0: 0.2669 loss_giou_0: 0.4654 loss_ce_1: 0.3143 loss_bbox_1: 0.1869 loss_giou_1: 0.3343 loss_ce_2: 0.2569 loss_bbox_2: 0.166 loss_giou_2: 0.3135 loss_ce_3: 0.229 loss_bbox_3: 0.1611 loss_giou_3: 0.2992 loss_ce_4: 0.2165 loss_bbox_4: 0.1541 loss_giou_4: 0.2945 time: 0.2800 data_time: 0.0284 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:11] d2.utils.events INFO: eta: 2:24:21 iter: 419059 total_loss: 4.897 loss_ce: 0.205 loss_bbox: 0.1595 loss_giou: 0.3133 loss_ce_0: 0.4225 loss_bbox_0: 0.2652 loss_giou_0: 0.4786 loss_ce_1: 0.3139 loss_bbox_1: 0.1811 loss_giou_1: 0.3596 loss_ce_2: 0.2563 loss_bbox_2: 0.1676 loss_giou_2: 0.3321 loss_ce_3: 0.2304 loss_bbox_3: 0.1625 loss_giou_3: 0.3219 loss_ce_4: 0.2077 loss_bbox_4: 0.1625 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0242 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:17] d2.utils.events INFO: eta: 2:24:11 iter: 419079 total_loss: 4.878 loss_ce: 0.2135 loss_bbox: 0.1611 loss_giou: 0.2964 loss_ce_0: 0.4342 loss_bbox_0: 0.2704 loss_giou_0: 0.4521 loss_ce_1: 0.3163 loss_bbox_1: 0.1951 loss_giou_1: 0.3462 loss_ce_2: 0.2689 loss_bbox_2: 0.1769 loss_giou_2: 0.3164 loss_ce_3: 0.2312 loss_bbox_3: 0.17 loss_giou_3: 0.3103 loss_ce_4: 0.2164 loss_bbox_4: 0.1627 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0292 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:22] d2.utils.events INFO: eta: 2:24:09 iter: 419099 total_loss: 4.597 loss_ce: 0.1884 loss_bbox: 0.1463 loss_giou: 0.2921 loss_ce_0: 0.4277 loss_bbox_0: 0.2569 loss_giou_0: 0.4591 loss_ce_1: 0.3041 loss_bbox_1: 0.1775 loss_giou_1: 0.338 loss_ce_2: 0.2476 loss_bbox_2: 0.1573 loss_giou_2: 0.3099 loss_ce_3: 0.2043 loss_bbox_3: 0.1485 loss_giou_3: 0.3021 loss_ce_4: 0.1859 loss_bbox_4: 0.1458 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0273 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:28] d2.utils.events INFO: eta: 2:24:04 iter: 419119 total_loss: 4.477 loss_ce: 0.1754 loss_bbox: 0.1434 loss_giou: 0.2841 loss_ce_0: 0.4155 loss_bbox_0: 0.2463 loss_giou_0: 0.4306 loss_ce_1: 0.2949 loss_bbox_1: 0.1681 loss_giou_1: 0.3251 loss_ce_2: 0.2374 loss_bbox_2: 0.1554 loss_giou_2: 0.3008 loss_ce_3: 0.1987 loss_bbox_3: 0.1508 loss_giou_3: 0.2903 loss_ce_4: 0.1815 loss_bbox_4: 0.1459 loss_giou_4: 0.2888 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:34] d2.utils.events INFO: eta: 2:23:54 iter: 419139 total_loss: 4.747 loss_ce: 0.2072 loss_bbox: 0.1432 loss_giou: 0.2998 loss_ce_0: 0.4541 loss_bbox_0: 0.2582 loss_giou_0: 0.4722 loss_ce_1: 0.3262 loss_bbox_1: 0.1721 loss_giou_1: 0.3433 loss_ce_2: 0.267 loss_bbox_2: 0.1608 loss_giou_2: 0.3236 loss_ce_3: 0.2279 loss_bbox_3: 0.1555 loss_giou_3: 0.3124 loss_ce_4: 0.216 loss_bbox_4: 0.1482 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0251 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:39] d2.utils.events INFO: eta: 2:23:48 iter: 419159 total_loss: 4.678 loss_ce: 0.1977 loss_bbox: 0.1598 loss_giou: 0.2969 loss_ce_0: 0.4294 loss_bbox_0: 0.2529 loss_giou_0: 0.4616 loss_ce_1: 0.3155 loss_bbox_1: 0.1794 loss_giou_1: 0.3405 loss_ce_2: 0.2474 loss_bbox_2: 0.1656 loss_giou_2: 0.3142 loss_ce_3: 0.216 loss_bbox_3: 0.165 loss_giou_3: 0.3053 loss_ce_4: 0.2035 loss_bbox_4: 0.1614 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0267 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:45] d2.utils.events INFO: eta: 2:23:42 iter: 419179 total_loss: 4.852 loss_ce: 0.2022 loss_bbox: 0.1559 loss_giou: 0.3076 loss_ce_0: 0.4348 loss_bbox_0: 0.264 loss_giou_0: 0.4456 loss_ce_1: 0.316 loss_bbox_1: 0.1792 loss_giou_1: 0.3481 loss_ce_2: 0.2557 loss_bbox_2: 0.1701 loss_giou_2: 0.322 loss_ce_3: 0.2185 loss_bbox_3: 0.1643 loss_giou_3: 0.3157 loss_ce_4: 0.2039 loss_bbox_4: 0.1591 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:51] d2.utils.events INFO: eta: 2:23:38 iter: 419199 total_loss: 4.581 loss_ce: 0.1933 loss_bbox: 0.1498 loss_giou: 0.2986 loss_ce_0: 0.4302 loss_bbox_0: 0.2516 loss_giou_0: 0.4621 loss_ce_1: 0.3059 loss_bbox_1: 0.1774 loss_giou_1: 0.3402 loss_ce_2: 0.2547 loss_bbox_2: 0.1618 loss_giou_2: 0.3122 loss_ce_3: 0.2153 loss_bbox_3: 0.1538 loss_giou_3: 0.3107 loss_ce_4: 0.2006 loss_bbox_4: 0.1518 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0337 lr: 2.5e-06 max_mem: 5427M [11/03 23:27:57] d2.utils.events INFO: eta: 2:23:34 iter: 419219 total_loss: 4.949 loss_ce: 0.2151 loss_bbox: 0.1532 loss_giou: 0.3026 loss_ce_0: 0.4403 loss_bbox_0: 0.2555 loss_giou_0: 0.4511 loss_ce_1: 0.3272 loss_bbox_1: 0.1822 loss_giou_1: 0.3571 loss_ce_2: 0.2728 loss_bbox_2: 0.1654 loss_giou_2: 0.325 loss_ce_3: 0.2452 loss_bbox_3: 0.1537 loss_giou_3: 0.3147 loss_ce_4: 0.2262 loss_bbox_4: 0.1512 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0241 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:02] d2.utils.events INFO: eta: 2:23:26 iter: 419239 total_loss: 4.936 loss_ce: 0.2089 loss_bbox: 0.1472 loss_giou: 0.2993 loss_ce_0: 0.4311 loss_bbox_0: 0.2643 loss_giou_0: 0.4588 loss_ce_1: 0.3168 loss_bbox_1: 0.1777 loss_giou_1: 0.3357 loss_ce_2: 0.2596 loss_bbox_2: 0.158 loss_giou_2: 0.3181 loss_ce_3: 0.2312 loss_bbox_3: 0.1547 loss_giou_3: 0.3084 loss_ce_4: 0.2088 loss_bbox_4: 0.1525 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0285 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:08] d2.utils.events INFO: eta: 2:23:25 iter: 419259 total_loss: 4.575 loss_ce: 0.1896 loss_bbox: 0.1502 loss_giou: 0.2915 loss_ce_0: 0.4094 loss_bbox_0: 0.2471 loss_giou_0: 0.4584 loss_ce_1: 0.3018 loss_bbox_1: 0.1743 loss_giou_1: 0.3438 loss_ce_2: 0.2385 loss_bbox_2: 0.164 loss_giou_2: 0.3165 loss_ce_3: 0.2062 loss_bbox_3: 0.1598 loss_giou_3: 0.3 loss_ce_4: 0.1935 loss_bbox_4: 0.1527 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0266 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:14] d2.utils.events INFO: eta: 2:23:22 iter: 419279 total_loss: 4.614 loss_ce: 0.1908 loss_bbox: 0.1481 loss_giou: 0.2899 loss_ce_0: 0.42 loss_bbox_0: 0.2581 loss_giou_0: 0.4545 loss_ce_1: 0.3156 loss_bbox_1: 0.1773 loss_giou_1: 0.3313 loss_ce_2: 0.2464 loss_bbox_2: 0.1598 loss_giou_2: 0.3024 loss_ce_3: 0.2041 loss_bbox_3: 0.1539 loss_giou_3: 0.295 loss_ce_4: 0.1957 loss_bbox_4: 0.1513 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0286 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:19] d2.utils.events INFO: eta: 2:23:19 iter: 419299 total_loss: 4.633 loss_ce: 0.1812 loss_bbox: 0.1558 loss_giou: 0.2842 loss_ce_0: 0.4112 loss_bbox_0: 0.2545 loss_giou_0: 0.4577 loss_ce_1: 0.3114 loss_bbox_1: 0.1869 loss_giou_1: 0.3216 loss_ce_2: 0.2415 loss_bbox_2: 0.1677 loss_giou_2: 0.2996 loss_ce_3: 0.2018 loss_bbox_3: 0.1606 loss_giou_3: 0.2909 loss_ce_4: 0.1872 loss_bbox_4: 0.1552 loss_giou_4: 0.2872 time: 0.2800 data_time: 0.0275 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:25] d2.utils.events INFO: eta: 2:23:10 iter: 419319 total_loss: 4.571 loss_ce: 0.2064 loss_bbox: 0.159 loss_giou: 0.2792 loss_ce_0: 0.4236 loss_bbox_0: 0.2528 loss_giou_0: 0.4375 loss_ce_1: 0.3026 loss_bbox_1: 0.1782 loss_giou_1: 0.3203 loss_ce_2: 0.2543 loss_bbox_2: 0.1652 loss_giou_2: 0.2984 loss_ce_3: 0.2201 loss_bbox_3: 0.1615 loss_giou_3: 0.2858 loss_ce_4: 0.2045 loss_bbox_4: 0.1602 loss_giou_4: 0.2837 time: 0.2800 data_time: 0.0298 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:31] d2.utils.events INFO: eta: 2:23:04 iter: 419339 total_loss: 4.585 loss_ce: 0.1891 loss_bbox: 0.1479 loss_giou: 0.287 loss_ce_0: 0.4244 loss_bbox_0: 0.2417 loss_giou_0: 0.4616 loss_ce_1: 0.3015 loss_bbox_1: 0.1753 loss_giou_1: 0.3464 loss_ce_2: 0.2494 loss_bbox_2: 0.1574 loss_giou_2: 0.3088 loss_ce_3: 0.2158 loss_bbox_3: 0.1552 loss_giou_3: 0.305 loss_ce_4: 0.1893 loss_bbox_4: 0.1498 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0239 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:36] d2.utils.events INFO: eta: 2:22:57 iter: 419359 total_loss: 5.019 loss_ce: 0.2228 loss_bbox: 0.1607 loss_giou: 0.3209 loss_ce_0: 0.4411 loss_bbox_0: 0.265 loss_giou_0: 0.4811 loss_ce_1: 0.3311 loss_bbox_1: 0.1835 loss_giou_1: 0.3608 loss_ce_2: 0.2812 loss_bbox_2: 0.1695 loss_giou_2: 0.3338 loss_ce_3: 0.2374 loss_bbox_3: 0.1689 loss_giou_3: 0.3236 loss_ce_4: 0.225 loss_bbox_4: 0.1644 loss_giou_4: 0.3238 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:42] d2.utils.events INFO: eta: 2:22:50 iter: 419379 total_loss: 4.709 loss_ce: 0.2076 loss_bbox: 0.1504 loss_giou: 0.2988 loss_ce_0: 0.4232 loss_bbox_0: 0.2678 loss_giou_0: 0.4673 loss_ce_1: 0.3073 loss_bbox_1: 0.1904 loss_giou_1: 0.343 loss_ce_2: 0.2409 loss_bbox_2: 0.1641 loss_giou_2: 0.3247 loss_ce_3: 0.2194 loss_bbox_3: 0.1604 loss_giou_3: 0.3154 loss_ce_4: 0.2043 loss_bbox_4: 0.155 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0323 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:48] d2.utils.events INFO: eta: 2:22:42 iter: 419399 total_loss: 4.646 loss_ce: 0.2025 loss_bbox: 0.1596 loss_giou: 0.2946 loss_ce_0: 0.4415 loss_bbox_0: 0.2698 loss_giou_0: 0.4648 loss_ce_1: 0.3204 loss_bbox_1: 0.1853 loss_giou_1: 0.3507 loss_ce_2: 0.2395 loss_bbox_2: 0.1729 loss_giou_2: 0.3261 loss_ce_3: 0.2048 loss_bbox_3: 0.1654 loss_giou_3: 0.3158 loss_ce_4: 0.1952 loss_bbox_4: 0.1645 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0302 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:53] d2.utils.events INFO: eta: 2:22:38 iter: 419419 total_loss: 4.571 loss_ce: 0.1885 loss_bbox: 0.161 loss_giou: 0.2753 loss_ce_0: 0.4261 loss_bbox_0: 0.2613 loss_giou_0: 0.4354 loss_ce_1: 0.3121 loss_bbox_1: 0.1869 loss_giou_1: 0.3243 loss_ce_2: 0.2597 loss_bbox_2: 0.1712 loss_giou_2: 0.2973 loss_ce_3: 0.2153 loss_bbox_3: 0.163 loss_giou_3: 0.2852 loss_ce_4: 0.1913 loss_bbox_4: 0.1611 loss_giou_4: 0.2784 time: 0.2800 data_time: 0.0340 lr: 2.5e-06 max_mem: 5427M [11/03 23:28:59] d2.utils.events INFO: eta: 2:22:36 iter: 419439 total_loss: 4.642 loss_ce: 0.1891 loss_bbox: 0.1618 loss_giou: 0.2807 loss_ce_0: 0.4109 loss_bbox_0: 0.2637 loss_giou_0: 0.4582 loss_ce_1: 0.306 loss_bbox_1: 0.182 loss_giou_1: 0.3294 loss_ce_2: 0.2431 loss_bbox_2: 0.1701 loss_giou_2: 0.3075 loss_ce_3: 0.2119 loss_bbox_3: 0.167 loss_giou_3: 0.2952 loss_ce_4: 0.1983 loss_bbox_4: 0.1634 loss_giou_4: 0.2841 time: 0.2800 data_time: 0.0255 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:04] d2.utils.events INFO: eta: 2:22:31 iter: 419459 total_loss: 4.795 loss_ce: 0.2098 loss_bbox: 0.1698 loss_giou: 0.2968 loss_ce_0: 0.4428 loss_bbox_0: 0.2762 loss_giou_0: 0.4516 loss_ce_1: 0.3243 loss_bbox_1: 0.1969 loss_giou_1: 0.3475 loss_ce_2: 0.2623 loss_bbox_2: 0.1726 loss_giou_2: 0.3133 loss_ce_3: 0.2368 loss_bbox_3: 0.175 loss_giou_3: 0.3103 loss_ce_4: 0.2207 loss_bbox_4: 0.1718 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:10] d2.utils.events INFO: eta: 2:22:30 iter: 419479 total_loss: 4.478 loss_ce: 0.2017 loss_bbox: 0.1488 loss_giou: 0.2699 loss_ce_0: 0.4169 loss_bbox_0: 0.2507 loss_giou_0: 0.4126 loss_ce_1: 0.2974 loss_bbox_1: 0.1756 loss_giou_1: 0.3129 loss_ce_2: 0.2465 loss_bbox_2: 0.1566 loss_giou_2: 0.2893 loss_ce_3: 0.2273 loss_bbox_3: 0.1543 loss_giou_3: 0.2783 loss_ce_4: 0.2028 loss_bbox_4: 0.1496 loss_giou_4: 0.2733 time: 0.2800 data_time: 0.0296 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:16] d2.utils.events INFO: eta: 2:22:25 iter: 419499 total_loss: 4.816 loss_ce: 0.1997 loss_bbox: 0.1555 loss_giou: 0.2926 loss_ce_0: 0.4325 loss_bbox_0: 0.2653 loss_giou_0: 0.4639 loss_ce_1: 0.3038 loss_bbox_1: 0.1902 loss_giou_1: 0.3477 loss_ce_2: 0.2531 loss_bbox_2: 0.17 loss_giou_2: 0.3214 loss_ce_3: 0.2207 loss_bbox_3: 0.1601 loss_giou_3: 0.3045 loss_ce_4: 0.2026 loss_bbox_4: 0.1572 loss_giou_4: 0.2948 time: 0.2800 data_time: 0.0340 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:21] d2.utils.events INFO: eta: 2:22:16 iter: 419519 total_loss: 4.546 loss_ce: 0.1975 loss_bbox: 0.1503 loss_giou: 0.274 loss_ce_0: 0.4143 loss_bbox_0: 0.2631 loss_giou_0: 0.4449 loss_ce_1: 0.31 loss_bbox_1: 0.1788 loss_giou_1: 0.3247 loss_ce_2: 0.2441 loss_bbox_2: 0.1607 loss_giou_2: 0.298 loss_ce_3: 0.2213 loss_bbox_3: 0.1573 loss_giou_3: 0.2857 loss_ce_4: 0.2019 loss_bbox_4: 0.1538 loss_giou_4: 0.2778 time: 0.2800 data_time: 0.0259 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:27] d2.utils.events INFO: eta: 2:22:14 iter: 419539 total_loss: 4.782 loss_ce: 0.2024 loss_bbox: 0.1498 loss_giou: 0.3038 loss_ce_0: 0.4152 loss_bbox_0: 0.2628 loss_giou_0: 0.4822 loss_ce_1: 0.3141 loss_bbox_1: 0.1783 loss_giou_1: 0.3518 loss_ce_2: 0.2597 loss_bbox_2: 0.1614 loss_giou_2: 0.3206 loss_ce_3: 0.2173 loss_bbox_3: 0.153 loss_giou_3: 0.3138 loss_ce_4: 0.2003 loss_bbox_4: 0.1518 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0295 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:33] d2.utils.events INFO: eta: 2:22:04 iter: 419559 total_loss: 4.854 loss_ce: 0.2163 loss_bbox: 0.1612 loss_giou: 0.3089 loss_ce_0: 0.4414 loss_bbox_0: 0.2651 loss_giou_0: 0.4717 loss_ce_1: 0.3174 loss_bbox_1: 0.1879 loss_giou_1: 0.3462 loss_ce_2: 0.2656 loss_bbox_2: 0.1693 loss_giou_2: 0.3214 loss_ce_3: 0.2354 loss_bbox_3: 0.1635 loss_giou_3: 0.3127 loss_ce_4: 0.2148 loss_bbox_4: 0.161 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0303 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:38] d2.utils.events INFO: eta: 2:21:59 iter: 419579 total_loss: 4.804 loss_ce: 0.203 loss_bbox: 0.1535 loss_giou: 0.2887 loss_ce_0: 0.4292 loss_bbox_0: 0.2657 loss_giou_0: 0.4406 loss_ce_1: 0.3218 loss_bbox_1: 0.1842 loss_giou_1: 0.3258 loss_ce_2: 0.267 loss_bbox_2: 0.1661 loss_giou_2: 0.2989 loss_ce_3: 0.2209 loss_bbox_3: 0.1598 loss_giou_3: 0.2927 loss_ce_4: 0.2079 loss_bbox_4: 0.1565 loss_giou_4: 0.2877 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:44] d2.utils.events INFO: eta: 2:21:53 iter: 419599 total_loss: 4.362 loss_ce: 0.1817 loss_bbox: 0.1502 loss_giou: 0.2831 loss_ce_0: 0.4106 loss_bbox_0: 0.2459 loss_giou_0: 0.415 loss_ce_1: 0.3014 loss_bbox_1: 0.1803 loss_giou_1: 0.3051 loss_ce_2: 0.231 loss_bbox_2: 0.1636 loss_giou_2: 0.2984 loss_ce_3: 0.2016 loss_bbox_3: 0.155 loss_giou_3: 0.2905 loss_ce_4: 0.1832 loss_bbox_4: 0.1551 loss_giou_4: 0.2811 time: 0.2800 data_time: 0.0274 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:50] d2.utils.events INFO: eta: 2:21:47 iter: 419619 total_loss: 4.839 loss_ce: 0.1939 loss_bbox: 0.1562 loss_giou: 0.281 loss_ce_0: 0.4123 loss_bbox_0: 0.2694 loss_giou_0: 0.456 loss_ce_1: 0.3079 loss_bbox_1: 0.1789 loss_giou_1: 0.3379 loss_ce_2: 0.2513 loss_bbox_2: 0.166 loss_giou_2: 0.3005 loss_ce_3: 0.2168 loss_bbox_3: 0.1649 loss_giou_3: 0.2971 loss_ce_4: 0.2 loss_bbox_4: 0.1572 loss_giou_4: 0.2869 time: 0.2800 data_time: 0.0308 lr: 2.5e-06 max_mem: 5427M [11/03 23:29:55] d2.utils.events INFO: eta: 2:21:40 iter: 419639 total_loss: 5.013 loss_ce: 0.2117 loss_bbox: 0.1509 loss_giou: 0.3229 loss_ce_0: 0.4379 loss_bbox_0: 0.2514 loss_giou_0: 0.483 loss_ce_1: 0.3341 loss_bbox_1: 0.1817 loss_giou_1: 0.3641 loss_ce_2: 0.2714 loss_bbox_2: 0.1657 loss_giou_2: 0.3387 loss_ce_3: 0.2367 loss_bbox_3: 0.1588 loss_giou_3: 0.331 loss_ce_4: 0.2135 loss_bbox_4: 0.1561 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:01] d2.utils.events INFO: eta: 2:21:34 iter: 419659 total_loss: 4.947 loss_ce: 0.2006 loss_bbox: 0.1627 loss_giou: 0.3088 loss_ce_0: 0.4235 loss_bbox_0: 0.2738 loss_giou_0: 0.4804 loss_ce_1: 0.311 loss_bbox_1: 0.1914 loss_giou_1: 0.356 loss_ce_2: 0.2447 loss_bbox_2: 0.1731 loss_giou_2: 0.333 loss_ce_3: 0.2182 loss_bbox_3: 0.1716 loss_giou_3: 0.3204 loss_ce_4: 0.2005 loss_bbox_4: 0.167 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0312 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:07] d2.utils.events INFO: eta: 2:21:26 iter: 419679 total_loss: 5.279 loss_ce: 0.2282 loss_bbox: 0.1676 loss_giou: 0.3368 loss_ce_0: 0.4532 loss_bbox_0: 0.277 loss_giou_0: 0.5083 loss_ce_1: 0.3293 loss_bbox_1: 0.1933 loss_giou_1: 0.3792 loss_ce_2: 0.2701 loss_bbox_2: 0.1773 loss_giou_2: 0.3559 loss_ce_3: 0.2394 loss_bbox_3: 0.1724 loss_giou_3: 0.3458 loss_ce_4: 0.2309 loss_bbox_4: 0.1684 loss_giou_4: 0.3353 time: 0.2800 data_time: 0.0237 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:12] d2.utils.events INFO: eta: 2:21:19 iter: 419699 total_loss: 4.649 loss_ce: 0.196 loss_bbox: 0.1422 loss_giou: 0.2942 loss_ce_0: 0.4226 loss_bbox_0: 0.2566 loss_giou_0: 0.4906 loss_ce_1: 0.3134 loss_bbox_1: 0.1681 loss_giou_1: 0.3479 loss_ce_2: 0.2553 loss_bbox_2: 0.1541 loss_giou_2: 0.317 loss_ce_3: 0.2203 loss_bbox_3: 0.1509 loss_giou_3: 0.3043 loss_ce_4: 0.198 loss_bbox_4: 0.1465 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0334 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:18] d2.utils.events INFO: eta: 2:21:11 iter: 419719 total_loss: 4.725 loss_ce: 0.1962 loss_bbox: 0.1523 loss_giou: 0.3132 loss_ce_0: 0.4055 loss_bbox_0: 0.2616 loss_giou_0: 0.4762 loss_ce_1: 0.2866 loss_bbox_1: 0.1825 loss_giou_1: 0.3462 loss_ce_2: 0.2239 loss_bbox_2: 0.1653 loss_giou_2: 0.3233 loss_ce_3: 0.2078 loss_bbox_3: 0.1574 loss_giou_3: 0.3175 loss_ce_4: 0.1963 loss_bbox_4: 0.1542 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0289 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:24] d2.utils.events INFO: eta: 2:21:06 iter: 419739 total_loss: 4.684 loss_ce: 0.1934 loss_bbox: 0.1498 loss_giou: 0.3083 loss_ce_0: 0.4044 loss_bbox_0: 0.2565 loss_giou_0: 0.4853 loss_ce_1: 0.3114 loss_bbox_1: 0.1772 loss_giou_1: 0.3569 loss_ce_2: 0.2455 loss_bbox_2: 0.1556 loss_giou_2: 0.3282 loss_ce_3: 0.2128 loss_bbox_3: 0.1511 loss_giou_3: 0.3182 loss_ce_4: 0.1911 loss_bbox_4: 0.1494 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0293 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:29] d2.utils.events INFO: eta: 2:21:00 iter: 419759 total_loss: 4.64 loss_ce: 0.1927 loss_bbox: 0.1368 loss_giou: 0.3054 loss_ce_0: 0.4268 loss_bbox_0: 0.2407 loss_giou_0: 0.4807 loss_ce_1: 0.3136 loss_bbox_1: 0.1649 loss_giou_1: 0.3537 loss_ce_2: 0.2433 loss_bbox_2: 0.1502 loss_giou_2: 0.3277 loss_ce_3: 0.2092 loss_bbox_3: 0.1426 loss_giou_3: 0.3149 loss_ce_4: 0.1966 loss_bbox_4: 0.1394 loss_giou_4: 0.311 time: 0.2800 data_time: 0.0261 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:35] d2.utils.events INFO: eta: 2:20:54 iter: 419779 total_loss: 4.749 loss_ce: 0.1974 loss_bbox: 0.1493 loss_giou: 0.3055 loss_ce_0: 0.4258 loss_bbox_0: 0.2702 loss_giou_0: 0.4724 loss_ce_1: 0.3191 loss_bbox_1: 0.1833 loss_giou_1: 0.353 loss_ce_2: 0.2526 loss_bbox_2: 0.1637 loss_giou_2: 0.3255 loss_ce_3: 0.2217 loss_bbox_3: 0.1527 loss_giou_3: 0.3157 loss_ce_4: 0.2067 loss_bbox_4: 0.1505 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0321 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:41] d2.utils.events INFO: eta: 2:20:50 iter: 419799 total_loss: 4.809 loss_ce: 0.2019 loss_bbox: 0.1426 loss_giou: 0.3003 loss_ce_0: 0.4223 loss_bbox_0: 0.2457 loss_giou_0: 0.4679 loss_ce_1: 0.3103 loss_bbox_1: 0.1737 loss_giou_1: 0.3391 loss_ce_2: 0.2488 loss_bbox_2: 0.1603 loss_giou_2: 0.3196 loss_ce_3: 0.2115 loss_bbox_3: 0.1478 loss_giou_3: 0.3108 loss_ce_4: 0.2038 loss_bbox_4: 0.1456 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0334 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:46] d2.utils.events INFO: eta: 2:20:43 iter: 419819 total_loss: 4.676 loss_ce: 0.1811 loss_bbox: 0.1636 loss_giou: 0.3004 loss_ce_0: 0.4156 loss_bbox_0: 0.2605 loss_giou_0: 0.4606 loss_ce_1: 0.3049 loss_bbox_1: 0.1887 loss_giou_1: 0.3387 loss_ce_2: 0.234 loss_bbox_2: 0.1706 loss_giou_2: 0.3217 loss_ce_3: 0.2064 loss_bbox_3: 0.1616 loss_giou_3: 0.3091 loss_ce_4: 0.1847 loss_bbox_4: 0.165 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0271 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:52] d2.utils.events INFO: eta: 2:20:37 iter: 419839 total_loss: 4.536 loss_ce: 0.1948 loss_bbox: 0.155 loss_giou: 0.2985 loss_ce_0: 0.4223 loss_bbox_0: 0.2552 loss_giou_0: 0.4669 loss_ce_1: 0.301 loss_bbox_1: 0.1787 loss_giou_1: 0.3409 loss_ce_2: 0.242 loss_bbox_2: 0.1674 loss_giou_2: 0.3136 loss_ce_3: 0.2055 loss_bbox_3: 0.1599 loss_giou_3: 0.3039 loss_ce_4: 0.1984 loss_bbox_4: 0.1592 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 23:30:58] d2.utils.events INFO: eta: 2:20:32 iter: 419859 total_loss: 4.82 loss_ce: 0.2082 loss_bbox: 0.1521 loss_giou: 0.3191 loss_ce_0: 0.425 loss_bbox_0: 0.2544 loss_giou_0: 0.5033 loss_ce_1: 0.3235 loss_bbox_1: 0.1784 loss_giou_1: 0.3663 loss_ce_2: 0.2701 loss_bbox_2: 0.1636 loss_giou_2: 0.3448 loss_ce_3: 0.2324 loss_bbox_3: 0.1577 loss_giou_3: 0.3302 loss_ce_4: 0.2184 loss_bbox_4: 0.1543 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0244 lr: 2.5e-06 max_mem: 5427M [11/03 23:31:03] d2.utils.events INFO: eta: 2:20:26 iter: 419879 total_loss: 4.735 loss_ce: 0.2013 loss_bbox: 0.1586 loss_giou: 0.3025 loss_ce_0: 0.4223 loss_bbox_0: 0.2671 loss_giou_0: 0.459 loss_ce_1: 0.3061 loss_bbox_1: 0.1915 loss_giou_1: 0.3358 loss_ce_2: 0.2648 loss_bbox_2: 0.1672 loss_giou_2: 0.312 loss_ce_3: 0.2242 loss_bbox_3: 0.1703 loss_giou_3: 0.3177 loss_ce_4: 0.2084 loss_bbox_4: 0.1592 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0288 lr: 2.5e-06 max_mem: 5427M [11/03 23:31:09] d2.utils.events INFO: eta: 2:20:18 iter: 419899 total_loss: 4.851 loss_ce: 0.1986 loss_bbox: 0.1646 loss_giou: 0.3137 loss_ce_0: 0.4257 loss_bbox_0: 0.2867 loss_giou_0: 0.4744 loss_ce_1: 0.3234 loss_bbox_1: 0.2014 loss_giou_1: 0.3584 loss_ce_2: 0.2704 loss_bbox_2: 0.1796 loss_giou_2: 0.3366 loss_ce_3: 0.2169 loss_bbox_3: 0.1738 loss_giou_3: 0.3224 loss_ce_4: 0.2023 loss_bbox_4: 0.1656 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0300 lr: 2.5e-06 max_mem: 5427M [11/03 23:31:15] d2.utils.events INFO: eta: 2:20:15 iter: 419919 total_loss: 4.717 loss_ce: 0.2014 loss_bbox: 0.1463 loss_giou: 0.2985 loss_ce_0: 0.4097 loss_bbox_0: 0.2513 loss_giou_0: 0.4697 loss_ce_1: 0.3082 loss_bbox_1: 0.1741 loss_giou_1: 0.3366 loss_ce_2: 0.2458 loss_bbox_2: 0.1611 loss_giou_2: 0.3104 loss_ce_3: 0.2166 loss_bbox_3: 0.1543 loss_giou_3: 0.3078 loss_ce_4: 0.1991 loss_bbox_4: 0.1478 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0309 lr: 2.5e-06 max_mem: 5427M [11/03 23:31:20] d2.utils.events INFO: eta: 2:20:09 iter: 419939 total_loss: 4.814 loss_ce: 0.2047 loss_bbox: 0.1609 loss_giou: 0.2934 loss_ce_0: 0.4166 loss_bbox_0: 0.2623 loss_giou_0: 0.4491 loss_ce_1: 0.3047 loss_bbox_1: 0.1854 loss_giou_1: 0.3364 loss_ce_2: 0.255 loss_bbox_2: 0.169 loss_giou_2: 0.3154 loss_ce_3: 0.2165 loss_bbox_3: 0.1646 loss_giou_3: 0.2978 loss_ce_4: 0.2099 loss_bbox_4: 0.1619 loss_giou_4: 0.2945 time: 0.2800 data_time: 0.0310 lr: 2.5e-06 max_mem: 5427M [11/03 23:31:26] d2.utils.events INFO: eta: 2:20:05 iter: 419959 total_loss: 4.783 loss_ce: 0.2055 loss_bbox: 0.1434 loss_giou: 0.2885 loss_ce_0: 0.4389 loss_bbox_0: 0.2612 loss_giou_0: 0.452 loss_ce_1: 0.3395 loss_bbox_1: 0.1801 loss_giou_1: 0.3371 loss_ce_2: 0.2687 loss_bbox_2: 0.1558 loss_giou_2: 0.3054 loss_ce_3: 0.2321 loss_bbox_3: 0.153 loss_giou_3: 0.2989 loss_ce_4: 0.2125 loss_bbox_4: 0.15 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0209 lr: 2.5e-06 max_mem: 5427M [11/03 23:31:32] d2.utils.events INFO: eta: 2:19:57 iter: 419979 total_loss: 4.641 loss_ce: 0.1955 loss_bbox: 0.1418 loss_giou: 0.3035 loss_ce_0: 0.4274 loss_bbox_0: 0.2491 loss_giou_0: 0.4609 loss_ce_1: 0.3102 loss_bbox_1: 0.1655 loss_giou_1: 0.3416 loss_ce_2: 0.258 loss_bbox_2: 0.1486 loss_giou_2: 0.3225 loss_ce_3: 0.2183 loss_bbox_3: 0.1457 loss_giou_3: 0.315 loss_ce_4: 0.1976 loss_bbox_4: 0.144 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0305 lr: 2.5e-06 max_mem: 5427M [11/03 23:31:37] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0419999.pth [11/03 23:31:39] d2.utils.events INFO: eta: 2:19:51 iter: 419999 total_loss: 4.854 loss_ce: 0.2176 loss_bbox: 0.1481 loss_giou: 0.3136 loss_ce_0: 0.4207 loss_bbox_0: 0.2608 loss_giou_0: 0.4658 loss_ce_1: 0.3183 loss_bbox_1: 0.1813 loss_giou_1: 0.3524 loss_ce_2: 0.2603 loss_bbox_2: 0.164 loss_giou_2: 0.3345 loss_ce_3: 0.2452 loss_bbox_3: 0.1548 loss_giou_3: 0.3223 loss_ce_4: 0.2183 loss_bbox_4: 0.1502 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0311 lr: 2.5e-06 max_mem: 5427M [11/03 23:31:45] d2.utils.events INFO: eta: 2:19:46 iter: 420019 total_loss: 4.831 loss_ce: 0.2099 loss_bbox: 0.1651 loss_giou: 0.3138 loss_ce_0: 0.439 loss_bbox_0: 0.2766 loss_giou_0: 0.4733 loss_ce_1: 0.3109 loss_bbox_1: 0.1988 loss_giou_1: 0.3545 loss_ce_2: 0.2498 loss_bbox_2: 0.1809 loss_giou_2: 0.3289 loss_ce_3: 0.2264 loss_bbox_3: 0.1727 loss_giou_3: 0.33 loss_ce_4: 0.2126 loss_bbox_4: 0.1674 loss_giou_4: 0.3199 time: 0.2800 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/03 23:31:51] d2.utils.events INFO: eta: 2:19:39 iter: 420039 total_loss: 5.131 loss_ce: 0.2213 loss_bbox: 0.1738 loss_giou: 0.3086 loss_ce_0: 0.4397 loss_bbox_0: 0.2893 loss_giou_0: 0.4908 loss_ce_1: 0.3406 loss_bbox_1: 0.1966 loss_giou_1: 0.3461 loss_ce_2: 0.2739 loss_bbox_2: 0.1854 loss_giou_2: 0.3264 loss_ce_3: 0.237 loss_bbox_3: 0.1778 loss_giou_3: 0.313 loss_ce_4: 0.2197 loss_bbox_4: 0.176 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0315 lr: 2.5e-07 max_mem: 5427M [11/03 23:31:56] d2.utils.events INFO: eta: 2:19:34 iter: 420059 total_loss: 4.714 loss_ce: 0.1968 loss_bbox: 0.1589 loss_giou: 0.3021 loss_ce_0: 0.4169 loss_bbox_0: 0.2571 loss_giou_0: 0.4698 loss_ce_1: 0.3138 loss_bbox_1: 0.1876 loss_giou_1: 0.3475 loss_ce_2: 0.2558 loss_bbox_2: 0.1699 loss_giou_2: 0.3215 loss_ce_3: 0.2146 loss_bbox_3: 0.1645 loss_giou_3: 0.3085 loss_ce_4: 0.2047 loss_bbox_4: 0.1635 loss_giou_4: 0.3031 time: 0.2800 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:02] d2.utils.events INFO: eta: 2:19:29 iter: 420079 total_loss: 4.896 loss_ce: 0.2208 loss_bbox: 0.1525 loss_giou: 0.308 loss_ce_0: 0.4314 loss_bbox_0: 0.2617 loss_giou_0: 0.4731 loss_ce_1: 0.3197 loss_bbox_1: 0.1767 loss_giou_1: 0.3575 loss_ce_2: 0.2712 loss_bbox_2: 0.1602 loss_giou_2: 0.328 loss_ce_3: 0.2345 loss_bbox_3: 0.1579 loss_giou_3: 0.3207 loss_ce_4: 0.218 loss_bbox_4: 0.1541 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:08] d2.utils.events INFO: eta: 2:19:24 iter: 420099 total_loss: 4.904 loss_ce: 0.2115 loss_bbox: 0.15 loss_giou: 0.3003 loss_ce_0: 0.4242 loss_bbox_0: 0.2504 loss_giou_0: 0.4651 loss_ce_1: 0.3167 loss_bbox_1: 0.1778 loss_giou_1: 0.3471 loss_ce_2: 0.2663 loss_bbox_2: 0.1598 loss_giou_2: 0.3189 loss_ce_3: 0.2302 loss_bbox_3: 0.1551 loss_giou_3: 0.3095 loss_ce_4: 0.2129 loss_bbox_4: 0.1544 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:13] d2.utils.events INFO: eta: 2:19:21 iter: 420119 total_loss: 4.861 loss_ce: 0.1888 loss_bbox: 0.1687 loss_giou: 0.3049 loss_ce_0: 0.4237 loss_bbox_0: 0.287 loss_giou_0: 0.449 loss_ce_1: 0.3013 loss_bbox_1: 0.2012 loss_giou_1: 0.3511 loss_ce_2: 0.2452 loss_bbox_2: 0.1861 loss_giou_2: 0.3297 loss_ce_3: 0.2093 loss_bbox_3: 0.1761 loss_giou_3: 0.3206 loss_ce_4: 0.1952 loss_bbox_4: 0.1725 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:19] d2.utils.events INFO: eta: 2:19:16 iter: 420139 total_loss: 4.602 loss_ce: 0.1948 loss_bbox: 0.1463 loss_giou: 0.2876 loss_ce_0: 0.4223 loss_bbox_0: 0.258 loss_giou_0: 0.4472 loss_ce_1: 0.3026 loss_bbox_1: 0.1725 loss_giou_1: 0.33 loss_ce_2: 0.2513 loss_bbox_2: 0.157 loss_giou_2: 0.3039 loss_ce_3: 0.2157 loss_bbox_3: 0.1504 loss_giou_3: 0.2963 loss_ce_4: 0.2008 loss_bbox_4: 0.1484 loss_giou_4: 0.2907 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:25] d2.utils.events INFO: eta: 2:19:11 iter: 420159 total_loss: 5.026 loss_ce: 0.2099 loss_bbox: 0.1558 loss_giou: 0.3232 loss_ce_0: 0.4292 loss_bbox_0: 0.258 loss_giou_0: 0.4873 loss_ce_1: 0.3254 loss_bbox_1: 0.1843 loss_giou_1: 0.3644 loss_ce_2: 0.2632 loss_bbox_2: 0.1655 loss_giou_2: 0.3487 loss_ce_3: 0.2308 loss_bbox_3: 0.162 loss_giou_3: 0.3338 loss_ce_4: 0.2122 loss_bbox_4: 0.16 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0302 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:30] d2.utils.events INFO: eta: 2:19:04 iter: 420179 total_loss: 5.087 loss_ce: 0.2281 loss_bbox: 0.165 loss_giou: 0.3105 loss_ce_0: 0.4432 loss_bbox_0: 0.27 loss_giou_0: 0.4808 loss_ce_1: 0.3227 loss_bbox_1: 0.1914 loss_giou_1: 0.363 loss_ce_2: 0.2718 loss_bbox_2: 0.1784 loss_giou_2: 0.3353 loss_ce_3: 0.2443 loss_bbox_3: 0.1701 loss_giou_3: 0.3235 loss_ce_4: 0.2283 loss_bbox_4: 0.1695 loss_giou_4: 0.3169 time: 0.2800 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:36] d2.utils.events INFO: eta: 2:18:59 iter: 420199 total_loss: 4.652 loss_ce: 0.188 loss_bbox: 0.143 loss_giou: 0.3002 loss_ce_0: 0.4317 loss_bbox_0: 0.2507 loss_giou_0: 0.4678 loss_ce_1: 0.3148 loss_bbox_1: 0.1652 loss_giou_1: 0.3358 loss_ce_2: 0.2544 loss_bbox_2: 0.1507 loss_giou_2: 0.3145 loss_ce_3: 0.2158 loss_bbox_3: 0.1509 loss_giou_3: 0.3071 loss_ce_4: 0.1952 loss_bbox_4: 0.146 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:42] d2.utils.events INFO: eta: 2:18:50 iter: 420219 total_loss: 4.616 loss_ce: 0.1721 loss_bbox: 0.1433 loss_giou: 0.2893 loss_ce_0: 0.412 loss_bbox_0: 0.252 loss_giou_0: 0.4631 loss_ce_1: 0.2857 loss_bbox_1: 0.1721 loss_giou_1: 0.3411 loss_ce_2: 0.2278 loss_bbox_2: 0.1528 loss_giou_2: 0.3126 loss_ce_3: 0.1911 loss_bbox_3: 0.1476 loss_giou_3: 0.3058 loss_ce_4: 0.1852 loss_bbox_4: 0.1446 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:47] d2.utils.events INFO: eta: 2:18:45 iter: 420239 total_loss: 4.904 loss_ce: 0.2146 loss_bbox: 0.1552 loss_giou: 0.3037 loss_ce_0: 0.4348 loss_bbox_0: 0.2607 loss_giou_0: 0.4924 loss_ce_1: 0.3225 loss_bbox_1: 0.1853 loss_giou_1: 0.3549 loss_ce_2: 0.2638 loss_bbox_2: 0.1648 loss_giou_2: 0.3205 loss_ce_3: 0.2278 loss_bbox_3: 0.1601 loss_giou_3: 0.3153 loss_ce_4: 0.2206 loss_bbox_4: 0.1583 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:53] d2.utils.events INFO: eta: 2:18:39 iter: 420259 total_loss: 4.963 loss_ce: 0.2094 loss_bbox: 0.1602 loss_giou: 0.3086 loss_ce_0: 0.4315 loss_bbox_0: 0.2665 loss_giou_0: 0.4656 loss_ce_1: 0.3163 loss_bbox_1: 0.1861 loss_giou_1: 0.3594 loss_ce_2: 0.2613 loss_bbox_2: 0.1743 loss_giou_2: 0.3307 loss_ce_3: 0.2233 loss_bbox_3: 0.1656 loss_giou_3: 0.3155 loss_ce_4: 0.2138 loss_bbox_4: 0.163 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/03 23:32:59] d2.utils.events INFO: eta: 2:18:34 iter: 420279 total_loss: 5.021 loss_ce: 0.2199 loss_bbox: 0.1552 loss_giou: 0.3253 loss_ce_0: 0.4404 loss_bbox_0: 0.2679 loss_giou_0: 0.5074 loss_ce_1: 0.3305 loss_bbox_1: 0.1863 loss_giou_1: 0.3678 loss_ce_2: 0.2677 loss_bbox_2: 0.1731 loss_giou_2: 0.3456 loss_ce_3: 0.2345 loss_bbox_3: 0.1605 loss_giou_3: 0.33 loss_ce_4: 0.2269 loss_bbox_4: 0.1595 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/03 23:33:04] d2.utils.events INFO: eta: 2:18:28 iter: 420299 total_loss: 4.455 loss_ce: 0.2028 loss_bbox: 0.1392 loss_giou: 0.2808 loss_ce_0: 0.4135 loss_bbox_0: 0.2409 loss_giou_0: 0.4391 loss_ce_1: 0.3035 loss_bbox_1: 0.1635 loss_giou_1: 0.3229 loss_ce_2: 0.2447 loss_bbox_2: 0.1494 loss_giou_2: 0.297 loss_ce_3: 0.2153 loss_bbox_3: 0.1448 loss_giou_3: 0.2875 loss_ce_4: 0.207 loss_bbox_4: 0.14 loss_giou_4: 0.2835 time: 0.2800 data_time: 0.0302 lr: 2.5e-07 max_mem: 5427M [11/03 23:33:10] d2.utils.events INFO: eta: 2:18:23 iter: 420319 total_loss: 4.999 loss_ce: 0.2062 loss_bbox: 0.1543 loss_giou: 0.3184 loss_ce_0: 0.4316 loss_bbox_0: 0.2812 loss_giou_0: 0.5065 loss_ce_1: 0.3118 loss_bbox_1: 0.1925 loss_giou_1: 0.3744 loss_ce_2: 0.26 loss_bbox_2: 0.1703 loss_giou_2: 0.3529 loss_ce_3: 0.228 loss_bbox_3: 0.1624 loss_giou_3: 0.3305 loss_ce_4: 0.2113 loss_bbox_4: 0.1579 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/03 23:33:16] d2.utils.events INFO: eta: 2:18:15 iter: 420339 total_loss: 4.886 loss_ce: 0.2154 loss_bbox: 0.1624 loss_giou: 0.3141 loss_ce_0: 0.4479 loss_bbox_0: 0.2664 loss_giou_0: 0.4599 loss_ce_1: 0.3335 loss_bbox_1: 0.1928 loss_giou_1: 0.3592 loss_ce_2: 0.2727 loss_bbox_2: 0.1731 loss_giou_2: 0.3255 loss_ce_3: 0.2381 loss_bbox_3: 0.1705 loss_giou_3: 0.3272 loss_ce_4: 0.2192 loss_bbox_4: 0.1649 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/03 23:33:21] d2.utils.events INFO: eta: 2:18:08 iter: 420359 total_loss: 4.697 loss_ce: 0.195 loss_bbox: 0.1423 loss_giou: 0.303 loss_ce_0: 0.4288 loss_bbox_0: 0.2419 loss_giou_0: 0.4716 loss_ce_1: 0.3088 loss_bbox_1: 0.1708 loss_giou_1: 0.3605 loss_ce_2: 0.2499 loss_bbox_2: 0.1564 loss_giou_2: 0.3312 loss_ce_3: 0.2136 loss_bbox_3: 0.1532 loss_giou_3: 0.315 loss_ce_4: 0.2028 loss_bbox_4: 0.1468 loss_giou_4: 0.3056 time: 0.2800 data_time: 0.0314 lr: 2.5e-07 max_mem: 5427M [11/03 23:33:27] d2.utils.events INFO: eta: 2:18:02 iter: 420379 total_loss: 4.809 loss_ce: 0.2113 loss_bbox: 0.1502 loss_giou: 0.2957 loss_ce_0: 0.4307 loss_bbox_0: 0.2681 loss_giou_0: 0.4633 loss_ce_1: 0.3173 loss_bbox_1: 0.1858 loss_giou_1: 0.3492 loss_ce_2: 0.2484 loss_bbox_2: 0.1605 loss_giou_2: 0.3179 loss_ce_3: 0.2289 loss_bbox_3: 0.1525 loss_giou_3: 0.3021 loss_ce_4: 0.2169 loss_bbox_4: 0.1524 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/03 23:33:33] d2.utils.events INFO: eta: 2:17:58 iter: 420399 total_loss: 4.769 loss_ce: 0.2027 loss_bbox: 0.1528 loss_giou: 0.2939 loss_ce_0: 0.4317 loss_bbox_0: 0.2676 loss_giou_0: 0.4368 loss_ce_1: 0.3184 loss_bbox_1: 0.1897 loss_giou_1: 0.3345 loss_ce_2: 0.2534 loss_bbox_2: 0.1719 loss_giou_2: 0.3118 loss_ce_3: 0.2166 loss_bbox_3: 0.163 loss_giou_3: 0.3034 loss_ce_4: 0.2031 loss_bbox_4: 0.1587 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/03 23:33:38] d2.utils.events INFO: eta: 2:17:52 iter: 420419 total_loss: 4.728 loss_ce: 0.192 loss_bbox: 0.1633 loss_giou: 0.3098 loss_ce_0: 0.4162 loss_bbox_0: 0.2613 loss_giou_0: 0.4832 loss_ce_1: 0.3014 loss_bbox_1: 0.1874 loss_giou_1: 0.3575 loss_ce_2: 0.2405 loss_bbox_2: 0.1693 loss_giou_2: 0.3211 loss_ce_3: 0.2145 loss_bbox_3: 0.1662 loss_giou_3: 0.315 loss_ce_4: 0.1956 loss_bbox_4: 0.1621 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/03 23:33:44] d2.utils.events INFO: eta: 2:17:48 iter: 420439 total_loss: 4.989 loss_ce: 0.2318 loss_bbox: 0.1607 loss_giou: 0.3152 loss_ce_0: 0.4419 loss_bbox_0: 0.259 loss_giou_0: 0.4863 loss_ce_1: 0.3333 loss_bbox_1: 0.1843 loss_giou_1: 0.3605 loss_ce_2: 0.2767 loss_bbox_2: 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0.2061 loss_bbox_3: 0.1474 loss_giou_3: 0.3119 loss_ce_4: 0.1995 loss_bbox_4: 0.1464 loss_giou_4: 0.3035 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:01] d2.utils.events INFO: eta: 2:17:30 iter: 420499 total_loss: 4.615 loss_ce: 0.1953 loss_bbox: 0.1569 loss_giou: 0.293 loss_ce_0: 0.4164 loss_bbox_0: 0.2503 loss_giou_0: 0.4396 loss_ce_1: 0.3052 loss_bbox_1: 0.1764 loss_giou_1: 0.3383 loss_ce_2: 0.2449 loss_bbox_2: 0.1638 loss_giou_2: 0.3114 loss_ce_3: 0.212 loss_bbox_3: 0.1593 loss_giou_3: 0.3016 loss_ce_4: 0.1992 loss_bbox_4: 0.1558 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:07] d2.utils.events INFO: eta: 2:17:24 iter: 420519 total_loss: 4.7 loss_ce: 0.2109 loss_bbox: 0.1501 loss_giou: 0.2799 loss_ce_0: 0.4376 loss_bbox_0: 0.2589 loss_giou_0: 0.4372 loss_ce_1: 0.3342 loss_bbox_1: 0.1812 loss_giou_1: 0.3271 loss_ce_2: 0.2687 loss_bbox_2: 0.1629 loss_giou_2: 0.294 loss_ce_3: 0.2378 loss_bbox_3: 0.1576 loss_giou_3: 0.2881 loss_ce_4: 0.2118 loss_bbox_4: 0.1551 loss_giou_4: 0.2871 time: 0.2800 data_time: 0.0223 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:12] d2.utils.events INFO: eta: 2:17:15 iter: 420539 total_loss: 4.961 loss_ce: 0.2163 loss_bbox: 0.1585 loss_giou: 0.3074 loss_ce_0: 0.4433 loss_bbox_0: 0.2686 loss_giou_0: 0.4869 loss_ce_1: 0.3226 loss_bbox_1: 0.19 loss_giou_1: 0.3575 loss_ce_2: 0.2692 loss_bbox_2: 0.17 loss_giou_2: 0.3304 loss_ce_3: 0.2345 loss_bbox_3: 0.1592 loss_giou_3: 0.3201 loss_ce_4: 0.2198 loss_bbox_4: 0.1603 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:18] d2.utils.events INFO: eta: 2:17:10 iter: 420559 total_loss: 4.81 loss_ce: 0.2067 loss_bbox: 0.1544 loss_giou: 0.3083 loss_ce_0: 0.4141 loss_bbox_0: 0.254 loss_giou_0: 0.4531 loss_ce_1: 0.3101 loss_bbox_1: 0.1822 loss_giou_1: 0.3522 loss_ce_2: 0.2608 loss_bbox_2: 0.1671 loss_giou_2: 0.3224 loss_ce_3: 0.2264 loss_bbox_3: 0.1599 loss_giou_3: 0.3136 loss_ce_4: 0.2086 loss_bbox_4: 0.1593 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:24] d2.utils.events INFO: eta: 2:17:07 iter: 420579 total_loss: 4.628 loss_ce: 0.1834 loss_bbox: 0.1448 loss_giou: 0.3042 loss_ce_0: 0.423 loss_bbox_0: 0.2561 loss_giou_0: 0.4897 loss_ce_1: 0.3036 loss_bbox_1: 0.1743 loss_giou_1: 0.3596 loss_ce_2: 0.2341 loss_bbox_2: 0.1581 loss_giou_2: 0.3342 loss_ce_3: 0.2012 loss_bbox_3: 0.1514 loss_giou_3: 0.3209 loss_ce_4: 0.1876 loss_bbox_4: 0.1481 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:29] d2.utils.events INFO: eta: 2:16:59 iter: 420599 total_loss: 4.862 loss_ce: 0.1973 loss_bbox: 0.1538 loss_giou: 0.313 loss_ce_0: 0.4093 loss_bbox_0: 0.2643 loss_giou_0: 0.4938 loss_ce_1: 0.3006 loss_bbox_1: 0.1785 loss_giou_1: 0.355 loss_ce_2: 0.2371 loss_bbox_2: 0.1613 loss_giou_2: 0.3359 loss_ce_3: 0.2135 loss_bbox_3: 0.16 loss_giou_3: 0.327 loss_ce_4: 0.1945 loss_bbox_4: 0.1552 loss_giou_4: 0.3173 time: 0.2800 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:35] d2.utils.events INFO: eta: 2:16:57 iter: 420619 total_loss: 4.684 loss_ce: 0.1935 loss_bbox: 0.1489 loss_giou: 0.2938 loss_ce_0: 0.4244 loss_bbox_0: 0.2673 loss_giou_0: 0.453 loss_ce_1: 0.3041 loss_bbox_1: 0.1856 loss_giou_1: 0.3338 loss_ce_2: 0.2502 loss_bbox_2: 0.1668 loss_giou_2: 0.3129 loss_ce_3: 0.2119 loss_bbox_3: 0.1545 loss_giou_3: 0.3024 loss_ce_4: 0.2015 loss_bbox_4: 0.1524 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:41] d2.utils.events INFO: eta: 2:16:55 iter: 420639 total_loss: 4.603 loss_ce: 0.202 loss_bbox: 0.1586 loss_giou: 0.2795 loss_ce_0: 0.4254 loss_bbox_0: 0.2596 loss_giou_0: 0.4225 loss_ce_1: 0.3195 loss_bbox_1: 0.1742 loss_giou_1: 0.3136 loss_ce_2: 0.2508 loss_bbox_2: 0.1656 loss_giou_2: 0.3 loss_ce_3: 0.2128 loss_bbox_3: 0.1599 loss_giou_3: 0.2858 loss_ce_4: 0.2035 loss_bbox_4: 0.1583 loss_giou_4: 0.2825 time: 0.2800 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:46] d2.utils.events INFO: eta: 2:16:48 iter: 420659 total_loss: 4.885 loss_ce: 0.2059 loss_bbox: 0.1539 loss_giou: 0.3179 loss_ce_0: 0.4278 loss_bbox_0: 0.264 loss_giou_0: 0.4726 loss_ce_1: 0.3227 loss_bbox_1: 0.1828 loss_giou_1: 0.3576 loss_ce_2: 0.2541 loss_bbox_2: 0.1667 loss_giou_2: 0.3303 loss_ce_3: 0.2385 loss_bbox_3: 0.1592 loss_giou_3: 0.3255 loss_ce_4: 0.2131 loss_bbox_4: 0.156 loss_giou_4: 0.3242 time: 0.2800 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:52] d2.utils.events INFO: eta: 2:16:42 iter: 420679 total_loss: 4.513 loss_ce: 0.1888 loss_bbox: 0.1543 loss_giou: 0.2698 loss_ce_0: 0.4146 loss_bbox_0: 0.2542 loss_giou_0: 0.415 loss_ce_1: 0.3004 loss_bbox_1: 0.177 loss_giou_1: 0.3089 loss_ce_2: 0.2452 loss_bbox_2: 0.1635 loss_giou_2: 0.2936 loss_ce_3: 0.2106 loss_bbox_3: 0.1601 loss_giou_3: 0.2845 loss_ce_4: 0.1968 loss_bbox_4: 0.155 loss_giou_4: 0.2746 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/03 23:34:58] d2.utils.events INFO: eta: 2:16:39 iter: 420699 total_loss: 4.929 loss_ce: 0.2081 loss_bbox: 0.1604 loss_giou: 0.3122 loss_ce_0: 0.4265 loss_bbox_0: 0.2712 loss_giou_0: 0.4791 loss_ce_1: 0.3087 loss_bbox_1: 0.1897 loss_giou_1: 0.3566 loss_ce_2: 0.2431 loss_bbox_2: 0.1724 loss_giou_2: 0.3333 loss_ce_3: 0.215 loss_bbox_3: 0.167 loss_giou_3: 0.3228 loss_ce_4: 0.2056 loss_bbox_4: 0.1639 loss_giou_4: 0.3198 time: 0.2800 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:03] d2.utils.events INFO: eta: 2:16:35 iter: 420719 total_loss: 4.799 loss_ce: 0.1943 loss_bbox: 0.153 loss_giou: 0.2855 loss_ce_0: 0.4169 loss_bbox_0: 0.2629 loss_giou_0: 0.4475 loss_ce_1: 0.31 loss_bbox_1: 0.1708 loss_giou_1: 0.3314 loss_ce_2: 0.2556 loss_bbox_2: 0.1616 loss_giou_2: 0.3053 loss_ce_3: 0.2228 loss_bbox_3: 0.1586 loss_giou_3: 0.2978 loss_ce_4: 0.2068 loss_bbox_4: 0.1558 loss_giou_4: 0.2904 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:09] d2.utils.events INFO: eta: 2:16:29 iter: 420739 total_loss: 4.69 loss_ce: 0.1914 loss_bbox: 0.1469 loss_giou: 0.3011 loss_ce_0: 0.4475 loss_bbox_0: 0.2576 loss_giou_0: 0.4687 loss_ce_1: 0.3102 loss_bbox_1: 0.1727 loss_giou_1: 0.3452 loss_ce_2: 0.2432 loss_bbox_2: 0.1557 loss_giou_2: 0.3258 loss_ce_3: 0.2107 loss_bbox_3: 0.1486 loss_giou_3: 0.3136 loss_ce_4: 0.1901 loss_bbox_4: 0.1455 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:15] d2.utils.events INFO: eta: 2:16:22 iter: 420759 total_loss: 4.644 loss_ce: 0.1795 loss_bbox: 0.1588 loss_giou: 0.2866 loss_ce_0: 0.4271 loss_bbox_0: 0.2547 loss_giou_0: 0.4417 loss_ce_1: 0.3028 loss_bbox_1: 0.1926 loss_giou_1: 0.3249 loss_ce_2: 0.2432 loss_bbox_2: 0.1728 loss_giou_2: 0.3008 loss_ce_3: 0.2086 loss_bbox_3: 0.1635 loss_giou_3: 0.2907 loss_ce_4: 0.1883 loss_bbox_4: 0.1624 loss_giou_4: 0.2867 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:20] d2.utils.events INFO: eta: 2:16:15 iter: 420779 total_loss: 4.806 loss_ce: 0.2023 loss_bbox: 0.1477 loss_giou: 0.3207 loss_ce_0: 0.4229 loss_bbox_0: 0.2531 loss_giou_0: 0.48 loss_ce_1: 0.3126 loss_bbox_1: 0.1705 loss_giou_1: 0.3643 loss_ce_2: 0.2498 loss_bbox_2: 0.1608 loss_giou_2: 0.337 loss_ce_3: 0.2189 loss_bbox_3: 0.1572 loss_giou_3: 0.3318 loss_ce_4: 0.2063 loss_bbox_4: 0.1541 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:26] d2.utils.events INFO: eta: 2:16:08 iter: 420799 total_loss: 4.882 loss_ce: 0.2211 loss_bbox: 0.1472 loss_giou: 0.3058 loss_ce_0: 0.4325 loss_bbox_0: 0.2634 loss_giou_0: 0.4678 loss_ce_1: 0.3284 loss_bbox_1: 0.1788 loss_giou_1: 0.3536 loss_ce_2: 0.27 loss_bbox_2: 0.158 loss_giou_2: 0.3238 loss_ce_3: 0.24 loss_bbox_3: 0.1498 loss_giou_3: 0.3147 loss_ce_4: 0.2261 loss_bbox_4: 0.1482 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:32] d2.utils.events INFO: eta: 2:16:02 iter: 420819 total_loss: 4.778 loss_ce: 0.1901 loss_bbox: 0.1462 loss_giou: 0.2998 loss_ce_0: 0.4132 loss_bbox_0: 0.2532 loss_giou_0: 0.4853 loss_ce_1: 0.2932 loss_bbox_1: 0.1767 loss_giou_1: 0.3505 loss_ce_2: 0.2357 loss_bbox_2: 0.1619 loss_giou_2: 0.3219 loss_ce_3: 0.2036 loss_bbox_3: 0.1561 loss_giou_3: 0.3133 loss_ce_4: 0.1923 loss_bbox_4: 0.1473 loss_giou_4: 0.3066 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:37] d2.utils.events INFO: eta: 2:15:58 iter: 420839 total_loss: 4.86 loss_ce: 0.2125 loss_bbox: 0.1598 loss_giou: 0.314 loss_ce_0: 0.4357 loss_bbox_0: 0.2754 loss_giou_0: 0.5003 loss_ce_1: 0.3268 loss_bbox_1: 0.1865 loss_giou_1: 0.3603 loss_ce_2: 0.2755 loss_bbox_2: 0.1703 loss_giou_2: 0.3287 loss_ce_3: 0.2437 loss_bbox_3: 0.1617 loss_giou_3: 0.3212 loss_ce_4: 0.2197 loss_bbox_4: 0.1608 loss_giou_4: 0.316 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:43] d2.utils.events INFO: eta: 2:15:52 iter: 420859 total_loss: 4.716 loss_ce: 0.195 loss_bbox: 0.156 loss_giou: 0.2775 loss_ce_0: 0.4221 loss_bbox_0: 0.2574 loss_giou_0: 0.4333 loss_ce_1: 0.3016 loss_bbox_1: 0.1812 loss_giou_1: 0.3202 loss_ce_2: 0.247 loss_bbox_2: 0.1609 loss_giou_2: 0.2954 loss_ce_3: 0.221 loss_bbox_3: 0.1635 loss_giou_3: 0.2868 loss_ce_4: 0.201 loss_bbox_4: 0.1592 loss_giou_4: 0.2869 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:49] d2.utils.events INFO: eta: 2:15:45 iter: 420879 total_loss: 4.318 loss_ce: 0.183 loss_bbox: 0.1481 loss_giou: 0.2765 loss_ce_0: 0.3968 loss_bbox_0: 0.2434 loss_giou_0: 0.4411 loss_ce_1: 0.2939 loss_bbox_1: 0.1773 loss_giou_1: 0.3043 loss_ce_2: 0.2324 loss_bbox_2: 0.1607 loss_giou_2: 0.2885 loss_ce_3: 0.195 loss_bbox_3: 0.1575 loss_giou_3: 0.2878 loss_ce_4: 0.182 loss_bbox_4: 0.1507 loss_giou_4: 0.2795 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/03 23:35:54] d2.utils.events INFO: eta: 2:15:43 iter: 420899 total_loss: 4.725 loss_ce: 0.1932 loss_bbox: 0.1597 loss_giou: 0.306 loss_ce_0: 0.4203 loss_bbox_0: 0.2663 loss_giou_0: 0.4669 loss_ce_1: 0.3082 loss_bbox_1: 0.1912 loss_giou_1: 0.3422 loss_ce_2: 0.234 loss_bbox_2: 0.1725 loss_giou_2: 0.3219 loss_ce_3: 0.2154 loss_bbox_3: 0.1676 loss_giou_3: 0.3138 loss_ce_4: 0.2057 loss_bbox_4: 0.1622 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:00] d2.utils.events INFO: eta: 2:15:38 iter: 420919 total_loss: 4.88 loss_ce: 0.229 loss_bbox: 0.162 loss_giou: 0.2961 loss_ce_0: 0.44 loss_bbox_0: 0.2697 loss_giou_0: 0.4611 loss_ce_1: 0.337 loss_bbox_1: 0.1947 loss_giou_1: 0.3321 loss_ce_2: 0.288 loss_bbox_2: 0.1738 loss_giou_2: 0.3032 loss_ce_3: 0.2486 loss_bbox_3: 0.1684 loss_giou_3: 0.2962 loss_ce_4: 0.2335 loss_bbox_4: 0.1628 loss_giou_4: 0.2949 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:06] d2.utils.events INFO: eta: 2:15:30 iter: 420939 total_loss: 4.907 loss_ce: 0.2206 loss_bbox: 0.1479 loss_giou: 0.3139 loss_ce_0: 0.4456 loss_bbox_0: 0.2521 loss_giou_0: 0.4778 loss_ce_1: 0.3237 loss_bbox_1: 0.1751 loss_giou_1: 0.359 loss_ce_2: 0.2617 loss_bbox_2: 0.157 loss_giou_2: 0.3276 loss_ce_3: 0.2342 loss_bbox_3: 0.1508 loss_giou_3: 0.3218 loss_ce_4: 0.2196 loss_bbox_4: 0.148 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:11] d2.utils.events INFO: eta: 2:15:24 iter: 420959 total_loss: 5.069 loss_ce: 0.212 loss_bbox: 0.1646 loss_giou: 0.3267 loss_ce_0: 0.4335 loss_bbox_0: 0.2725 loss_giou_0: 0.511 loss_ce_1: 0.3242 loss_bbox_1: 0.1939 loss_giou_1: 0.3703 loss_ce_2: 0.2686 loss_bbox_2: 0.1755 loss_giou_2: 0.3433 loss_ce_3: 0.2341 loss_bbox_3: 0.1699 loss_giou_3: 0.3266 loss_ce_4: 0.2199 loss_bbox_4: 0.1659 loss_giou_4: 0.3325 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:17] d2.utils.events INFO: eta: 2:15:19 iter: 420979 total_loss: 4.709 loss_ce: 0.1777 loss_bbox: 0.1454 loss_giou: 0.314 loss_ce_0: 0.4253 loss_bbox_0: 0.2411 loss_giou_0: 0.4836 loss_ce_1: 0.3071 loss_bbox_1: 0.1698 loss_giou_1: 0.3631 loss_ce_2: 0.2421 loss_bbox_2: 0.1594 loss_giou_2: 0.3344 loss_ce_3: 0.2141 loss_bbox_3: 0.1491 loss_giou_3: 0.3297 loss_ce_4: 0.1943 loss_bbox_4: 0.149 loss_giou_4: 0.3188 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:23] d2.utils.events INFO: eta: 2:15:13 iter: 420999 total_loss: 4.613 loss_ce: 0.1801 loss_bbox: 0.1452 loss_giou: 0.2888 loss_ce_0: 0.4232 loss_bbox_0: 0.2554 loss_giou_0: 0.4533 loss_ce_1: 0.3067 loss_bbox_1: 0.1708 loss_giou_1: 0.3276 loss_ce_2: 0.2452 loss_bbox_2: 0.1576 loss_giou_2: 0.3086 loss_ce_3: 0.1998 loss_bbox_3: 0.1526 loss_giou_3: 0.3017 loss_ce_4: 0.1887 loss_bbox_4: 0.1473 loss_giou_4: 0.2918 time: 0.2800 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:28] d2.utils.events INFO: eta: 2:15:06 iter: 421019 total_loss: 4.726 loss_ce: 0.1944 loss_bbox: 0.1619 loss_giou: 0.3001 loss_ce_0: 0.4114 loss_bbox_0: 0.2745 loss_giou_0: 0.4505 loss_ce_1: 0.3132 loss_bbox_1: 0.1909 loss_giou_1: 0.3353 loss_ce_2: 0.2493 loss_bbox_2: 0.1761 loss_giou_2: 0.3179 loss_ce_3: 0.2141 loss_bbox_3: 0.1713 loss_giou_3: 0.3084 loss_ce_4: 0.2001 loss_bbox_4: 0.1655 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:34] d2.utils.events INFO: eta: 2:15:02 iter: 421039 total_loss: 4.904 loss_ce: 0.2065 loss_bbox: 0.1463 loss_giou: 0.3175 loss_ce_0: 0.4289 loss_bbox_0: 0.2498 loss_giou_0: 0.5038 loss_ce_1: 0.3243 loss_bbox_1: 0.1718 loss_giou_1: 0.3591 loss_ce_2: 0.2626 loss_bbox_2: 0.1581 loss_giou_2: 0.3363 loss_ce_3: 0.2317 loss_bbox_3: 0.154 loss_giou_3: 0.3296 loss_ce_4: 0.2144 loss_bbox_4: 0.1513 loss_giou_4: 0.3205 time: 0.2800 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:40] d2.utils.events INFO: eta: 2:14:57 iter: 421059 total_loss: 4.839 loss_ce: 0.2094 loss_bbox: 0.1612 loss_giou: 0.314 loss_ce_0: 0.4151 loss_bbox_0: 0.2758 loss_giou_0: 0.4712 loss_ce_1: 0.3023 loss_bbox_1: 0.1853 loss_giou_1: 0.3588 loss_ce_2: 0.2421 loss_bbox_2: 0.1685 loss_giou_2: 0.3357 loss_ce_3: 0.2217 loss_bbox_3: 0.1628 loss_giou_3: 0.3203 loss_ce_4: 0.2097 loss_bbox_4: 0.1614 loss_giou_4: 0.3133 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:45] d2.utils.events INFO: eta: 2:14:50 iter: 421079 total_loss: 5.126 loss_ce: 0.2255 loss_bbox: 0.1696 loss_giou: 0.3092 loss_ce_0: 0.4524 loss_bbox_0: 0.2769 loss_giou_0: 0.4687 loss_ce_1: 0.3453 loss_bbox_1: 0.1916 loss_giou_1: 0.3537 loss_ce_2: 0.2763 loss_bbox_2: 0.1794 loss_giou_2: 0.3279 loss_ce_3: 0.2571 loss_bbox_3: 0.1781 loss_giou_3: 0.3156 loss_ce_4: 0.2289 loss_bbox_4: 0.1737 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:51] d2.utils.events INFO: eta: 2:14:46 iter: 421099 total_loss: 4.824 loss_ce: 0.1979 loss_bbox: 0.1473 loss_giou: 0.307 loss_ce_0: 0.416 loss_bbox_0: 0.2606 loss_giou_0: 0.491 loss_ce_1: 0.3101 loss_bbox_1: 0.1818 loss_giou_1: 0.3448 loss_ce_2: 0.2517 loss_bbox_2: 0.158 loss_giou_2: 0.3213 loss_ce_3: 0.2183 loss_bbox_3: 0.1546 loss_giou_3: 0.3116 loss_ce_4: 0.2024 loss_bbox_4: 0.1524 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/03 23:36:57] d2.utils.events INFO: eta: 2:14:40 iter: 421119 total_loss: 4.827 loss_ce: 0.2122 loss_bbox: 0.1478 loss_giou: 0.3067 loss_ce_0: 0.424 loss_bbox_0: 0.2605 loss_giou_0: 0.475 loss_ce_1: 0.3263 loss_bbox_1: 0.1813 loss_giou_1: 0.346 loss_ce_2: 0.261 loss_bbox_2: 0.1603 loss_giou_2: 0.3252 loss_ce_3: 0.231 loss_bbox_3: 0.1541 loss_giou_3: 0.3172 loss_ce_4: 0.2147 loss_bbox_4: 0.1477 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:02] d2.utils.events INFO: eta: 2:14:36 iter: 421139 total_loss: 5.016 loss_ce: 0.2122 loss_bbox: 0.1547 loss_giou: 0.3247 loss_ce_0: 0.448 loss_bbox_0: 0.2662 loss_giou_0: 0.5041 loss_ce_1: 0.3224 loss_bbox_1: 0.1911 loss_giou_1: 0.3748 loss_ce_2: 0.2714 loss_bbox_2: 0.1705 loss_giou_2: 0.3429 loss_ce_3: 0.2376 loss_bbox_3: 0.1643 loss_giou_3: 0.3317 loss_ce_4: 0.2215 loss_bbox_4: 0.1575 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:08] d2.utils.events INFO: eta: 2:14:31 iter: 421159 total_loss: 4.651 loss_ce: 0.1974 loss_bbox: 0.1535 loss_giou: 0.2964 loss_ce_0: 0.4444 loss_bbox_0: 0.2619 loss_giou_0: 0.4598 loss_ce_1: 0.3212 loss_bbox_1: 0.1778 loss_giou_1: 0.333 loss_ce_2: 0.2599 loss_bbox_2: 0.1619 loss_giou_2: 0.3044 loss_ce_3: 0.2231 loss_bbox_3: 0.1542 loss_giou_3: 0.3016 loss_ce_4: 0.2002 loss_bbox_4: 0.1527 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0212 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:14] d2.utils.events INFO: eta: 2:14:24 iter: 421179 total_loss: 5.022 loss_ce: 0.2241 loss_bbox: 0.1776 loss_giou: 0.3297 loss_ce_0: 0.4194 loss_bbox_0: 0.2748 loss_giou_0: 0.4776 loss_ce_1: 0.3145 loss_bbox_1: 0.1956 loss_giou_1: 0.3669 loss_ce_2: 0.2605 loss_bbox_2: 0.182 loss_giou_2: 0.3461 loss_ce_3: 0.2285 loss_bbox_3: 0.1803 loss_giou_3: 0.3422 loss_ce_4: 0.2194 loss_bbox_4: 0.182 loss_giou_4: 0.3357 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:19] d2.utils.events INFO: eta: 2:14:20 iter: 421199 total_loss: 4.856 loss_ce: 0.2079 loss_bbox: 0.1566 loss_giou: 0.3104 loss_ce_0: 0.4206 loss_bbox_0: 0.2643 loss_giou_0: 0.4558 loss_ce_1: 0.3208 loss_bbox_1: 0.1855 loss_giou_1: 0.3399 loss_ce_2: 0.2572 loss_bbox_2: 0.1648 loss_giou_2: 0.3294 loss_ce_3: 0.2287 loss_bbox_3: 0.1631 loss_giou_3: 0.3234 loss_ce_4: 0.2127 loss_bbox_4: 0.1591 loss_giou_4: 0.3147 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:25] d2.utils.events INFO: eta: 2:14:15 iter: 421219 total_loss: 4.407 loss_ce: 0.1999 loss_bbox: 0.1477 loss_giou: 0.2881 loss_ce_0: 0.4212 loss_bbox_0: 0.272 loss_giou_0: 0.4684 loss_ce_1: 0.2894 loss_bbox_1: 0.1807 loss_giou_1: 0.3348 loss_ce_2: 0.2372 loss_bbox_2: 0.159 loss_giou_2: 0.3016 loss_ce_3: 0.2051 loss_bbox_3: 0.1541 loss_giou_3: 0.2949 loss_ce_4: 0.1982 loss_bbox_4: 0.1505 loss_giou_4: 0.2955 time: 0.2800 data_time: 0.0227 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:31] d2.utils.events INFO: eta: 2:14:08 iter: 421239 total_loss: 4.765 loss_ce: 0.2109 loss_bbox: 0.1583 loss_giou: 0.3069 loss_ce_0: 0.4517 loss_bbox_0: 0.2665 loss_giou_0: 0.4515 loss_ce_1: 0.3384 loss_bbox_1: 0.189 loss_giou_1: 0.3513 loss_ce_2: 0.2716 loss_bbox_2: 0.1686 loss_giou_2: 0.3247 loss_ce_3: 0.23 loss_bbox_3: 0.1633 loss_giou_3: 0.3139 loss_ce_4: 0.2161 loss_bbox_4: 0.1611 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:36] d2.utils.events INFO: eta: 2:14:02 iter: 421259 total_loss: 4.949 loss_ce: 0.1994 loss_bbox: 0.1707 loss_giou: 0.3066 loss_ce_0: 0.4249 loss_bbox_0: 0.2785 loss_giou_0: 0.439 loss_ce_1: 0.3165 loss_bbox_1: 0.1964 loss_giou_1: 0.3454 loss_ce_2: 0.2549 loss_bbox_2: 0.1839 loss_giou_2: 0.3229 loss_ce_3: 0.2217 loss_bbox_3: 0.1782 loss_giou_3: 0.3171 loss_ce_4: 0.1972 loss_bbox_4: 0.1739 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:42] d2.utils.events INFO: eta: 2:13:55 iter: 421279 total_loss: 4.681 loss_ce: 0.1951 loss_bbox: 0.1429 loss_giou: 0.3166 loss_ce_0: 0.4205 loss_bbox_0: 0.2493 loss_giou_0: 0.5003 loss_ce_1: 0.3105 loss_bbox_1: 0.1642 loss_giou_1: 0.3587 loss_ce_2: 0.2476 loss_bbox_2: 0.1554 loss_giou_2: 0.3436 loss_ce_3: 0.208 loss_bbox_3: 0.1449 loss_giou_3: 0.3258 loss_ce_4: 0.199 loss_bbox_4: 0.1447 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:48] d2.utils.events INFO: eta: 2:13:53 iter: 421299 total_loss: 4.592 loss_ce: 0.1895 loss_bbox: 0.1409 loss_giou: 0.2915 loss_ce_0: 0.4274 loss_bbox_0: 0.2396 loss_giou_0: 0.4544 loss_ce_1: 0.3043 loss_bbox_1: 0.169 loss_giou_1: 0.3256 loss_ce_2: 0.2394 loss_bbox_2: 0.1539 loss_giou_2: 0.3087 loss_ce_3: 0.2109 loss_bbox_3: 0.1445 loss_giou_3: 0.2994 loss_ce_4: 0.1954 loss_bbox_4: 0.1441 loss_giou_4: 0.293 time: 0.2800 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:53] d2.utils.events INFO: eta: 2:13:48 iter: 421319 total_loss: 4.629 loss_ce: 0.1907 loss_bbox: 0.1416 loss_giou: 0.2907 loss_ce_0: 0.4185 loss_bbox_0: 0.2518 loss_giou_0: 0.4889 loss_ce_1: 0.2993 loss_bbox_1: 0.1743 loss_giou_1: 0.3462 loss_ce_2: 0.2362 loss_bbox_2: 0.1508 loss_giou_2: 0.3195 loss_ce_3: 0.2064 loss_bbox_3: 0.1481 loss_giou_3: 0.3031 loss_ce_4: 0.1882 loss_bbox_4: 0.1417 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/03 23:37:59] d2.utils.events INFO: eta: 2:13:42 iter: 421339 total_loss: 4.599 loss_ce: 0.1946 loss_bbox: 0.149 loss_giou: 0.2795 loss_ce_0: 0.4226 loss_bbox_0: 0.254 loss_giou_0: 0.4434 loss_ce_1: 0.3004 loss_bbox_1: 0.177 loss_giou_1: 0.332 loss_ce_2: 0.2467 loss_bbox_2: 0.1603 loss_giou_2: 0.3035 loss_ce_3: 0.2223 loss_bbox_3: 0.1534 loss_giou_3: 0.2898 loss_ce_4: 0.2 loss_bbox_4: 0.1492 loss_giou_4: 0.2826 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:05] d2.utils.events INFO: eta: 2:13:36 iter: 421359 total_loss: 4.779 loss_ce: 0.2041 loss_bbox: 0.1595 loss_giou: 0.292 loss_ce_0: 0.4439 loss_bbox_0: 0.2623 loss_giou_0: 0.4521 loss_ce_1: 0.3294 loss_bbox_1: 0.1851 loss_giou_1: 0.3358 loss_ce_2: 0.2591 loss_bbox_2: 0.1737 loss_giou_2: 0.308 loss_ce_3: 0.2245 loss_bbox_3: 0.1629 loss_giou_3: 0.3004 loss_ce_4: 0.2042 loss_bbox_4: 0.1617 loss_giou_4: 0.2997 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:10] d2.utils.events INFO: eta: 2:13:30 iter: 421379 total_loss: 4.888 loss_ce: 0.1972 loss_bbox: 0.1647 loss_giou: 0.3071 loss_ce_0: 0.414 loss_bbox_0: 0.2811 loss_giou_0: 0.4597 loss_ce_1: 0.3115 loss_bbox_1: 0.1921 loss_giou_1: 0.3465 loss_ce_2: 0.256 loss_bbox_2: 0.1728 loss_giou_2: 0.3184 loss_ce_3: 0.2124 loss_bbox_3: 0.1688 loss_giou_3: 0.3133 loss_ce_4: 0.1942 loss_bbox_4: 0.1672 loss_giou_4: 0.3102 time: 0.2800 data_time: 0.0295 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:16] d2.utils.events INFO: eta: 2:13:27 iter: 421399 total_loss: 4.835 loss_ce: 0.2173 loss_bbox: 0.157 loss_giou: 0.3018 loss_ce_0: 0.4428 loss_bbox_0: 0.2714 loss_giou_0: 0.4817 loss_ce_1: 0.3203 loss_bbox_1: 0.1865 loss_giou_1: 0.3497 loss_ce_2: 0.2572 loss_bbox_2: 0.1754 loss_giou_2: 0.3237 loss_ce_3: 0.2267 loss_bbox_3: 0.1658 loss_giou_3: 0.314 loss_ce_4: 0.2179 loss_bbox_4: 0.1608 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0319 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:22] d2.utils.events INFO: eta: 2:13:21 iter: 421419 total_loss: 4.951 loss_ce: 0.2092 loss_bbox: 0.1516 loss_giou: 0.3176 loss_ce_0: 0.4178 loss_bbox_0: 0.2594 loss_giou_0: 0.4525 loss_ce_1: 0.3185 loss_bbox_1: 0.1816 loss_giou_1: 0.3564 loss_ce_2: 0.2668 loss_bbox_2: 0.1627 loss_giou_2: 0.3383 loss_ce_3: 0.228 loss_bbox_3: 0.1559 loss_giou_3: 0.3316 loss_ce_4: 0.2143 loss_bbox_4: 0.1523 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:27] d2.utils.events INFO: eta: 2:13:14 iter: 421439 total_loss: 4.551 loss_ce: 0.1831 loss_bbox: 0.1544 loss_giou: 0.2919 loss_ce_0: 0.4213 loss_bbox_0: 0.2635 loss_giou_0: 0.4373 loss_ce_1: 0.3097 loss_bbox_1: 0.1808 loss_giou_1: 0.3296 loss_ce_2: 0.253 loss_bbox_2: 0.1643 loss_giou_2: 0.3039 loss_ce_3: 0.2129 loss_bbox_3: 0.1597 loss_giou_3: 0.298 loss_ce_4: 0.185 loss_bbox_4: 0.1585 loss_giou_4: 0.2954 time: 0.2800 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:33] d2.utils.events INFO: eta: 2:13:12 iter: 421459 total_loss: 4.847 loss_ce: 0.2115 loss_bbox: 0.1503 loss_giou: 0.3259 loss_ce_0: 0.4357 loss_bbox_0: 0.2621 loss_giou_0: 0.4825 loss_ce_1: 0.3215 loss_bbox_1: 0.1794 loss_giou_1: 0.3584 loss_ce_2: 0.26 loss_bbox_2: 0.1628 loss_giou_2: 0.3358 loss_ce_3: 0.2268 loss_bbox_3: 0.1561 loss_giou_3: 0.3291 loss_ce_4: 0.2141 loss_bbox_4: 0.1544 loss_giou_4: 0.325 time: 0.2800 data_time: 0.0304 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:39] d2.utils.events INFO: eta: 2:13:05 iter: 421479 total_loss: 4.572 loss_ce: 0.1954 loss_bbox: 0.1452 loss_giou: 0.276 loss_ce_0: 0.4172 loss_bbox_0: 0.2544 loss_giou_0: 0.4455 loss_ce_1: 0.3002 loss_bbox_1: 0.1727 loss_giou_1: 0.3207 loss_ce_2: 0.2426 loss_bbox_2: 0.1589 loss_giou_2: 0.2906 loss_ce_3: 0.2107 loss_bbox_3: 0.1488 loss_giou_3: 0.2891 loss_ce_4: 0.2008 loss_bbox_4: 0.1511 loss_giou_4: 0.2811 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:44] d2.utils.events INFO: eta: 2:12:59 iter: 421499 total_loss: 4.797 loss_ce: 0.1977 loss_bbox: 0.1617 loss_giou: 0.3183 loss_ce_0: 0.4169 loss_bbox_0: 0.2681 loss_giou_0: 0.4868 loss_ce_1: 0.3017 loss_bbox_1: 0.1825 loss_giou_1: 0.3562 loss_ce_2: 0.2425 loss_bbox_2: 0.1719 loss_giou_2: 0.3325 loss_ce_3: 0.2126 loss_bbox_3: 0.1648 loss_giou_3: 0.3246 loss_ce_4: 0.2017 loss_bbox_4: 0.1597 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:50] d2.utils.events INFO: eta: 2:12:53 iter: 421519 total_loss: 4.764 loss_ce: 0.1921 loss_bbox: 0.1545 loss_giou: 0.3087 loss_ce_0: 0.4305 loss_bbox_0: 0.2598 loss_giou_0: 0.476 loss_ce_1: 0.2962 loss_bbox_1: 0.184 loss_giou_1: 0.362 loss_ce_2: 0.23 loss_bbox_2: 0.1661 loss_giou_2: 0.3358 loss_ce_3: 0.2113 loss_bbox_3: 0.1598 loss_giou_3: 0.3233 loss_ce_4: 0.1949 loss_bbox_4: 0.1567 loss_giou_4: 0.3156 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/03 23:38:56] d2.utils.events INFO: eta: 2:12:49 iter: 421539 total_loss: 4.74 loss_ce: 0.1918 loss_bbox: 0.1546 loss_giou: 0.2846 loss_ce_0: 0.4104 loss_bbox_0: 0.2717 loss_giou_0: 0.4717 loss_ce_1: 0.3 loss_bbox_1: 0.1836 loss_giou_1: 0.3326 loss_ce_2: 0.2341 loss_bbox_2: 0.1653 loss_giou_2: 0.3018 loss_ce_3: 0.2089 loss_bbox_3: 0.161 loss_giou_3: 0.2948 loss_ce_4: 0.1966 loss_bbox_4: 0.1591 loss_giou_4: 0.2902 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:01] d2.utils.events INFO: eta: 2:12:46 iter: 421559 total_loss: 4.803 loss_ce: 0.1993 loss_bbox: 0.1516 loss_giou: 0.3013 loss_ce_0: 0.4235 loss_bbox_0: 0.2556 loss_giou_0: 0.4702 loss_ce_1: 0.3075 loss_bbox_1: 0.1859 loss_giou_1: 0.3399 loss_ce_2: 0.2442 loss_bbox_2: 0.1631 loss_giou_2: 0.3199 loss_ce_3: 0.2194 loss_bbox_3: 0.1593 loss_giou_3: 0.3099 loss_ce_4: 0.2038 loss_bbox_4: 0.156 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:07] d2.utils.events INFO: eta: 2:12:36 iter: 421579 total_loss: 4.718 loss_ce: 0.192 loss_bbox: 0.1497 loss_giou: 0.291 loss_ce_0: 0.412 loss_bbox_0: 0.2645 loss_giou_0: 0.4489 loss_ce_1: 0.308 loss_bbox_1: 0.1811 loss_giou_1: 0.3343 loss_ce_2: 0.2416 loss_bbox_2: 0.1634 loss_giou_2: 0.3072 loss_ce_3: 0.21 loss_bbox_3: 0.1556 loss_giou_3: 0.3033 loss_ce_4: 0.198 loss_bbox_4: 0.1519 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:13] d2.utils.events INFO: eta: 2:12:34 iter: 421599 total_loss: 4.861 loss_ce: 0.2014 loss_bbox: 0.1453 loss_giou: 0.2947 loss_ce_0: 0.4243 loss_bbox_0: 0.2558 loss_giou_0: 0.4669 loss_ce_1: 0.3131 loss_bbox_1: 0.1758 loss_giou_1: 0.335 loss_ce_2: 0.2465 loss_bbox_2: 0.161 loss_giou_2: 0.3232 loss_ce_3: 0.223 loss_bbox_3: 0.1574 loss_giou_3: 0.3027 loss_ce_4: 0.2045 loss_bbox_4: 0.1506 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:18] d2.utils.events INFO: eta: 2:12:27 iter: 421619 total_loss: 4.567 loss_ce: 0.1877 loss_bbox: 0.1715 loss_giou: 0.2737 loss_ce_0: 0.414 loss_bbox_0: 0.2732 loss_giou_0: 0.4078 loss_ce_1: 0.3073 loss_bbox_1: 0.1968 loss_giou_1: 0.3032 loss_ce_2: 0.2431 loss_bbox_2: 0.1803 loss_giou_2: 0.2835 loss_ce_3: 0.2065 loss_bbox_3: 0.1759 loss_giou_3: 0.276 loss_ce_4: 0.1927 loss_bbox_4: 0.1718 loss_giou_4: 0.2704 time: 0.2800 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:24] d2.utils.events INFO: eta: 2:12:22 iter: 421639 total_loss: 4.536 loss_ce: 0.1856 loss_bbox: 0.1599 loss_giou: 0.2797 loss_ce_0: 0.4171 loss_bbox_0: 0.2557 loss_giou_0: 0.4384 loss_ce_1: 0.3041 loss_bbox_1: 0.1922 loss_giou_1: 0.3184 loss_ce_2: 0.2419 loss_bbox_2: 0.1719 loss_giou_2: 0.3005 loss_ce_3: 0.212 loss_bbox_3: 0.1672 loss_giou_3: 0.2951 loss_ce_4: 0.1963 loss_bbox_4: 0.1621 loss_giou_4: 0.2866 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:30] d2.utils.events INFO: eta: 2:12:20 iter: 421659 total_loss: 4.867 loss_ce: 0.192 loss_bbox: 0.1527 loss_giou: 0.3196 loss_ce_0: 0.4378 loss_bbox_0: 0.2692 loss_giou_0: 0.4857 loss_ce_1: 0.3102 loss_bbox_1: 0.1846 loss_giou_1: 0.3526 loss_ce_2: 0.2548 loss_bbox_2: 0.1612 loss_giou_2: 0.3367 loss_ce_3: 0.2193 loss_bbox_3: 0.1548 loss_giou_3: 0.3291 loss_ce_4: 0.196 loss_bbox_4: 0.1532 loss_giou_4: 0.3249 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:36] d2.utils.events INFO: eta: 2:12:14 iter: 421679 total_loss: 4.411 loss_ce: 0.1893 loss_bbox: 0.1597 loss_giou: 0.2911 loss_ce_0: 0.4067 loss_bbox_0: 0.2616 loss_giou_0: 0.4432 loss_ce_1: 0.2937 loss_bbox_1: 0.182 loss_giou_1: 0.3434 loss_ce_2: 0.238 loss_bbox_2: 0.1661 loss_giou_2: 0.3134 loss_ce_3: 0.1975 loss_bbox_3: 0.1588 loss_giou_3: 0.2986 loss_ce_4: 0.1886 loss_bbox_4: 0.1568 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:41] d2.utils.events INFO: eta: 2:12:08 iter: 421699 total_loss: 4.903 loss_ce: 0.2077 loss_bbox: 0.1612 loss_giou: 0.3032 loss_ce_0: 0.4312 loss_bbox_0: 0.2692 loss_giou_0: 0.4702 loss_ce_1: 0.3229 loss_bbox_1: 0.1882 loss_giou_1: 0.3425 loss_ce_2: 0.2621 loss_bbox_2: 0.1732 loss_giou_2: 0.3302 loss_ce_3: 0.2315 loss_bbox_3: 0.1671 loss_giou_3: 0.318 loss_ce_4: 0.2123 loss_bbox_4: 0.1642 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:47] d2.utils.events INFO: eta: 2:12:01 iter: 421719 total_loss: 4.71 loss_ce: 0.1949 loss_bbox: 0.1536 loss_giou: 0.2863 loss_ce_0: 0.4218 loss_bbox_0: 0.2547 loss_giou_0: 0.4497 loss_ce_1: 0.3003 loss_bbox_1: 0.1831 loss_giou_1: 0.3354 loss_ce_2: 0.2414 loss_bbox_2: 0.1619 loss_giou_2: 0.3148 loss_ce_3: 0.2068 loss_bbox_3: 0.1572 loss_giou_3: 0.3 loss_ce_4: 0.1968 loss_bbox_4: 0.1551 loss_giou_4: 0.2921 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:52] d2.utils.events INFO: eta: 2:11:54 iter: 421739 total_loss: 5.056 loss_ce: 0.2072 loss_bbox: 0.163 loss_giou: 0.3186 loss_ce_0: 0.429 loss_bbox_0: 0.2811 loss_giou_0: 0.4864 loss_ce_1: 0.3344 loss_bbox_1: 0.195 loss_giou_1: 0.3524 loss_ce_2: 0.2633 loss_bbox_2: 0.1799 loss_giou_2: 0.3333 loss_ce_3: 0.237 loss_bbox_3: 0.173 loss_giou_3: 0.3267 loss_ce_4: 0.2147 loss_bbox_4: 0.165 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/03 23:39:58] d2.utils.events INFO: eta: 2:11:49 iter: 421759 total_loss: 4.676 loss_ce: 0.1886 loss_bbox: 0.1521 loss_giou: 0.2957 loss_ce_0: 0.41 loss_bbox_0: 0.2491 loss_giou_0: 0.4414 loss_ce_1: 0.3032 loss_bbox_1: 0.1876 loss_giou_1: 0.3412 loss_ce_2: 0.2448 loss_bbox_2: 0.1696 loss_giou_2: 0.3097 loss_ce_3: 0.2032 loss_bbox_3: 0.1611 loss_giou_3: 0.2985 loss_ce_4: 0.1946 loss_bbox_4: 0.1565 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:04] d2.utils.events INFO: eta: 2:11:42 iter: 421779 total_loss: 4.767 loss_ce: 0.2025 loss_bbox: 0.1476 loss_giou: 0.3036 loss_ce_0: 0.4253 loss_bbox_0: 0.2491 loss_giou_0: 0.4939 loss_ce_1: 0.3192 loss_bbox_1: 0.1778 loss_giou_1: 0.3581 loss_ce_2: 0.2624 loss_bbox_2: 0.1598 loss_giou_2: 0.3333 loss_ce_3: 0.2312 loss_bbox_3: 0.1585 loss_giou_3: 0.317 loss_ce_4: 0.214 loss_bbox_4: 0.151 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:09] d2.utils.events INFO: eta: 2:11:34 iter: 421799 total_loss: 4.917 loss_ce: 0.2077 loss_bbox: 0.1593 loss_giou: 0.3079 loss_ce_0: 0.437 loss_bbox_0: 0.2675 loss_giou_0: 0.4852 loss_ce_1: 0.3288 loss_bbox_1: 0.1901 loss_giou_1: 0.3539 loss_ce_2: 0.2634 loss_bbox_2: 0.1721 loss_giou_2: 0.3261 loss_ce_3: 0.2367 loss_bbox_3: 0.1673 loss_giou_3: 0.3202 loss_ce_4: 0.2151 loss_bbox_4: 0.1636 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0311 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:15] d2.utils.events INFO: eta: 2:11:30 iter: 421819 total_loss: 4.676 loss_ce: 0.2028 loss_bbox: 0.1539 loss_giou: 0.3096 loss_ce_0: 0.4204 loss_bbox_0: 0.2573 loss_giou_0: 0.4637 loss_ce_1: 0.3072 loss_bbox_1: 0.1821 loss_giou_1: 0.3617 loss_ce_2: 0.2456 loss_bbox_2: 0.1607 loss_giou_2: 0.3277 loss_ce_3: 0.2178 loss_bbox_3: 0.1569 loss_giou_3: 0.3145 loss_ce_4: 0.2067 loss_bbox_4: 0.1563 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:21] d2.utils.events INFO: eta: 2:11:26 iter: 421839 total_loss: 4.79 loss_ce: 0.209 loss_bbox: 0.1505 loss_giou: 0.2912 loss_ce_0: 0.4293 loss_bbox_0: 0.2628 loss_giou_0: 0.4163 loss_ce_1: 0.3317 loss_bbox_1: 0.1852 loss_giou_1: 0.3258 loss_ce_2: 0.2661 loss_bbox_2: 0.1685 loss_giou_2: 0.3129 loss_ce_3: 0.223 loss_bbox_3: 0.159 loss_giou_3: 0.3032 loss_ce_4: 0.21 loss_bbox_4: 0.1568 loss_giou_4: 0.2931 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:26] d2.utils.events INFO: eta: 2:11:21 iter: 421859 total_loss: 4.724 loss_ce: 0.2146 loss_bbox: 0.1476 loss_giou: 0.2974 loss_ce_0: 0.4229 loss_bbox_0: 0.2609 loss_giou_0: 0.4467 loss_ce_1: 0.3133 loss_bbox_1: 0.183 loss_giou_1: 0.3494 loss_ce_2: 0.2535 loss_bbox_2: 0.163 loss_giou_2: 0.3242 loss_ce_3: 0.2191 loss_bbox_3: 0.1571 loss_giou_3: 0.3097 loss_ce_4: 0.2108 loss_bbox_4: 0.1497 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:32] d2.utils.events INFO: eta: 2:11:16 iter: 421879 total_loss: 4.691 loss_ce: 0.1833 loss_bbox: 0.1381 loss_giou: 0.3007 loss_ce_0: 0.4154 loss_bbox_0: 0.2557 loss_giou_0: 0.4715 loss_ce_1: 0.3059 loss_bbox_1: 0.1698 loss_giou_1: 0.3549 loss_ce_2: 0.2374 loss_bbox_2: 0.1566 loss_giou_2: 0.326 loss_ce_3: 0.2087 loss_bbox_3: 0.1507 loss_giou_3: 0.3134 loss_ce_4: 0.1926 loss_bbox_4: 0.141 loss_giou_4: 0.3012 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:38] d2.utils.events INFO: eta: 2:11:08 iter: 421899 total_loss: 4.823 loss_ce: 0.2067 loss_bbox: 0.1552 loss_giou: 0.3033 loss_ce_0: 0.414 loss_bbox_0: 0.2561 loss_giou_0: 0.4712 loss_ce_1: 0.3009 loss_bbox_1: 0.1831 loss_giou_1: 0.3556 loss_ce_2: 0.2512 loss_bbox_2: 0.1672 loss_giou_2: 0.3215 loss_ce_3: 0.2148 loss_bbox_3: 0.1588 loss_giou_3: 0.3135 loss_ce_4: 0.206 loss_bbox_4: 0.1593 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:43] d2.utils.events INFO: eta: 2:10:55 iter: 421919 total_loss: 4.813 loss_ce: 0.2035 loss_bbox: 0.1484 loss_giou: 0.3041 loss_ce_0: 0.4255 loss_bbox_0: 0.2606 loss_giou_0: 0.4606 loss_ce_1: 0.3197 loss_bbox_1: 0.1811 loss_giou_1: 0.34 loss_ce_2: 0.2541 loss_bbox_2: 0.1611 loss_giou_2: 0.3146 loss_ce_3: 0.2238 loss_bbox_3: 0.1575 loss_giou_3: 0.3122 loss_ce_4: 0.2075 loss_bbox_4: 0.1487 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:49] d2.utils.events INFO: eta: 2:10:54 iter: 421939 total_loss: 4.836 loss_ce: 0.2039 loss_bbox: 0.153 loss_giou: 0.3048 loss_ce_0: 0.4263 loss_bbox_0: 0.2598 loss_giou_0: 0.4811 loss_ce_1: 0.3136 loss_bbox_1: 0.1838 loss_giou_1: 0.3549 loss_ce_2: 0.2576 loss_bbox_2: 0.1642 loss_giou_2: 0.3237 loss_ce_3: 0.2228 loss_bbox_3: 0.1591 loss_giou_3: 0.3147 loss_ce_4: 0.2088 loss_bbox_4: 0.1558 loss_giou_4: 0.3111 time: 0.2800 data_time: 0.0327 lr: 2.5e-07 max_mem: 5427M [11/03 23:40:55] d2.utils.events INFO: eta: 2:10:44 iter: 421959 total_loss: 4.927 loss_ce: 0.218 loss_bbox: 0.1546 loss_giou: 0.3169 loss_ce_0: 0.4315 loss_bbox_0: 0.2523 loss_giou_0: 0.4734 loss_ce_1: 0.3084 loss_bbox_1: 0.1852 loss_giou_1: 0.3506 loss_ce_2: 0.2625 loss_bbox_2: 0.1669 loss_giou_2: 0.3349 loss_ce_3: 0.2289 loss_bbox_3: 0.1614 loss_giou_3: 0.3282 loss_ce_4: 0.2235 loss_bbox_4: 0.1591 loss_giou_4: 0.3253 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:00] d2.utils.events INFO: eta: 2:10:44 iter: 421979 total_loss: 4.973 loss_ce: 0.2132 loss_bbox: 0.1582 loss_giou: 0.3104 loss_ce_0: 0.4381 loss_bbox_0: 0.2711 loss_giou_0: 0.4762 loss_ce_1: 0.3184 loss_bbox_1: 0.1897 loss_giou_1: 0.3529 loss_ce_2: 0.2663 loss_bbox_2: 0.1747 loss_giou_2: 0.3299 loss_ce_3: 0.2349 loss_bbox_3: 0.1692 loss_giou_3: 0.3171 loss_ce_4: 0.2184 loss_bbox_4: 0.1617 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:06] d2.utils.events INFO: eta: 2:10:41 iter: 421999 total_loss: 4.449 loss_ce: 0.1905 loss_bbox: 0.1458 loss_giou: 0.2737 loss_ce_0: 0.4097 loss_bbox_0: 0.2528 loss_giou_0: 0.4434 loss_ce_1: 0.3162 loss_bbox_1: 0.178 loss_giou_1: 0.3265 loss_ce_2: 0.2499 loss_bbox_2: 0.1597 loss_giou_2: 0.2963 loss_ce_3: 0.2161 loss_bbox_3: 0.1568 loss_giou_3: 0.2866 loss_ce_4: 0.1941 loss_bbox_4: 0.1511 loss_giou_4: 0.2764 time: 0.2800 data_time: 0.0315 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:12] d2.utils.events INFO: eta: 2:10:38 iter: 422019 total_loss: 4.314 loss_ce: 0.1772 loss_bbox: 0.1476 loss_giou: 0.2755 loss_ce_0: 0.4047 loss_bbox_0: 0.2459 loss_giou_0: 0.4407 loss_ce_1: 0.289 loss_bbox_1: 0.1715 loss_giou_1: 0.3267 loss_ce_2: 0.2211 loss_bbox_2: 0.1565 loss_giou_2: 0.3002 loss_ce_3: 0.19 loss_bbox_3: 0.1491 loss_giou_3: 0.2908 loss_ce_4: 0.1807 loss_bbox_4: 0.1491 loss_giou_4: 0.279 time: 0.2800 data_time: 0.0330 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:17] d2.utils.events INFO: eta: 2:10:29 iter: 422039 total_loss: 4.538 loss_ce: 0.1796 loss_bbox: 0.1512 loss_giou: 0.2761 loss_ce_0: 0.3994 loss_bbox_0: 0.2656 loss_giou_0: 0.4735 loss_ce_1: 0.3153 loss_bbox_1: 0.1847 loss_giou_1: 0.3379 loss_ce_2: 0.2401 loss_bbox_2: 0.1652 loss_giou_2: 0.3047 loss_ce_3: 0.2002 loss_bbox_3: 0.1539 loss_giou_3: 0.2932 loss_ce_4: 0.1857 loss_bbox_4: 0.1536 loss_giou_4: 0.2813 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:23] d2.utils.events INFO: eta: 2:10:25 iter: 422059 total_loss: 4.526 loss_ce: 0.1825 loss_bbox: 0.1515 loss_giou: 0.2953 loss_ce_0: 0.4062 loss_bbox_0: 0.2581 loss_giou_0: 0.4576 loss_ce_1: 0.2886 loss_bbox_1: 0.1846 loss_giou_1: 0.329 loss_ce_2: 0.2469 loss_bbox_2: 0.1595 loss_giou_2: 0.3033 loss_ce_3: 0.2193 loss_bbox_3: 0.1582 loss_giou_3: 0.3041 loss_ce_4: 0.192 loss_bbox_4: 0.1511 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0331 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:29] d2.utils.events INFO: eta: 2:10:22 iter: 422079 total_loss: 4.726 loss_ce: 0.1807 loss_bbox: 0.1475 loss_giou: 0.2951 loss_ce_0: 0.411 loss_bbox_0: 0.2545 loss_giou_0: 0.4515 loss_ce_1: 0.2973 loss_bbox_1: 0.1802 loss_giou_1: 0.3415 loss_ce_2: 0.23 loss_bbox_2: 0.1611 loss_giou_2: 0.3117 loss_ce_3: 0.2083 loss_bbox_3: 0.1551 loss_giou_3: 0.3075 loss_ce_4: 0.1895 loss_bbox_4: 0.1511 loss_giou_4: 0.2958 time: 0.2800 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:34] d2.utils.events INFO: eta: 2:10:15 iter: 422099 total_loss: 4.823 loss_ce: 0.1938 loss_bbox: 0.1503 loss_giou: 0.2856 loss_ce_0: 0.4139 loss_bbox_0: 0.2591 loss_giou_0: 0.453 loss_ce_1: 0.308 loss_bbox_1: 0.1792 loss_giou_1: 0.3377 loss_ce_2: 0.255 loss_bbox_2: 0.1618 loss_giou_2: 0.3069 loss_ce_3: 0.2113 loss_bbox_3: 0.1566 loss_giou_3: 0.2992 loss_ce_4: 0.2054 loss_bbox_4: 0.1524 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0218 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:40] d2.utils.events INFO: eta: 2:10:09 iter: 422119 total_loss: 4.783 loss_ce: 0.2106 loss_bbox: 0.1431 loss_giou: 0.3022 loss_ce_0: 0.4297 loss_bbox_0: 0.2517 loss_giou_0: 0.47 loss_ce_1: 0.3212 loss_bbox_1: 0.173 loss_giou_1: 0.3446 loss_ce_2: 0.2586 loss_bbox_2: 0.157 loss_giou_2: 0.3216 loss_ce_3: 0.2323 loss_bbox_3: 0.1536 loss_giou_3: 0.3168 loss_ce_4: 0.214 loss_bbox_4: 0.1445 loss_giou_4: 0.3065 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:46] d2.utils.events INFO: eta: 2:10:02 iter: 422139 total_loss: 4.92 loss_ce: 0.2157 loss_bbox: 0.1597 loss_giou: 0.3087 loss_ce_0: 0.4218 loss_bbox_0: 0.2768 loss_giou_0: 0.4547 loss_ce_1: 0.3119 loss_bbox_1: 0.1909 loss_giou_1: 0.3517 loss_ce_2: 0.2636 loss_bbox_2: 0.1756 loss_giou_2: 0.3265 loss_ce_3: 0.232 loss_bbox_3: 0.1708 loss_giou_3: 0.3162 loss_ce_4: 0.2173 loss_bbox_4: 0.1641 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:51] d2.utils.events INFO: eta: 2:09:56 iter: 422159 total_loss: 4.529 loss_ce: 0.1914 loss_bbox: 0.1474 loss_giou: 0.2908 loss_ce_0: 0.4213 loss_bbox_0: 0.26 loss_giou_0: 0.466 loss_ce_1: 0.3065 loss_bbox_1: 0.1706 loss_giou_1: 0.3387 loss_ce_2: 0.2456 loss_bbox_2: 0.1565 loss_giou_2: 0.3126 loss_ce_3: 0.2067 loss_bbox_3: 0.1532 loss_giou_3: 0.3085 loss_ce_4: 0.202 loss_bbox_4: 0.1489 loss_giou_4: 0.3037 time: 0.2800 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/03 23:41:57] d2.utils.events INFO: eta: 2:09:52 iter: 422179 total_loss: 4.534 loss_ce: 0.1819 loss_bbox: 0.1427 loss_giou: 0.3041 loss_ce_0: 0.4088 loss_bbox_0: 0.2528 loss_giou_0: 0.4605 loss_ce_1: 0.272 loss_bbox_1: 0.1694 loss_giou_1: 0.3392 loss_ce_2: 0.237 loss_bbox_2: 0.1535 loss_giou_2: 0.3237 loss_ce_3: 0.1972 loss_bbox_3: 0.1495 loss_giou_3: 0.3116 loss_ce_4: 0.187 loss_bbox_4: 0.1445 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0317 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:03] d2.utils.events INFO: eta: 2:09:45 iter: 422199 total_loss: 4.429 loss_ce: 0.1832 loss_bbox: 0.1579 loss_giou: 0.2842 loss_ce_0: 0.4185 loss_bbox_0: 0.2543 loss_giou_0: 0.4372 loss_ce_1: 0.3052 loss_bbox_1: 0.1778 loss_giou_1: 0.3349 loss_ce_2: 0.2438 loss_bbox_2: 0.1693 loss_giou_2: 0.3152 loss_ce_3: 0.2056 loss_bbox_3: 0.163 loss_giou_3: 0.2998 loss_ce_4: 0.1931 loss_bbox_4: 0.1604 loss_giou_4: 0.2903 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:08] d2.utils.events INFO: eta: 2:09:38 iter: 422219 total_loss: 4.689 loss_ce: 0.1879 loss_bbox: 0.1528 loss_giou: 0.275 loss_ce_0: 0.417 loss_bbox_0: 0.2628 loss_giou_0: 0.4415 loss_ce_1: 0.3151 loss_bbox_1: 0.1744 loss_giou_1: 0.3149 loss_ce_2: 0.2449 loss_bbox_2: 0.1658 loss_giou_2: 0.2937 loss_ce_3: 0.212 loss_bbox_3: 0.1598 loss_giou_3: 0.2848 loss_ce_4: 0.1921 loss_bbox_4: 0.1542 loss_giou_4: 0.2801 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:14] d2.utils.events INFO: eta: 2:09:31 iter: 422239 total_loss: 4.73 loss_ce: 0.2078 loss_bbox: 0.1561 loss_giou: 0.2965 loss_ce_0: 0.4169 loss_bbox_0: 0.2535 loss_giou_0: 0.4473 loss_ce_1: 0.3087 loss_bbox_1: 0.1757 loss_giou_1: 0.3454 loss_ce_2: 0.2571 loss_bbox_2: 0.1634 loss_giou_2: 0.3261 loss_ce_3: 0.2267 loss_bbox_3: 0.1619 loss_giou_3: 0.3125 loss_ce_4: 0.2099 loss_bbox_4: 0.1596 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:20] d2.utils.events INFO: eta: 2:09:28 iter: 422259 total_loss: 5.231 loss_ce: 0.2208 loss_bbox: 0.161 loss_giou: 0.3221 loss_ce_0: 0.4347 loss_bbox_0: 0.2774 loss_giou_0: 0.494 loss_ce_1: 0.3366 loss_bbox_1: 0.1825 loss_giou_1: 0.3769 loss_ce_2: 0.2682 loss_bbox_2: 0.172 loss_giou_2: 0.3514 loss_ce_3: 0.235 loss_bbox_3: 0.162 loss_giou_3: 0.3343 loss_ce_4: 0.2208 loss_bbox_4: 0.1623 loss_giou_4: 0.3263 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:25] d2.utils.events INFO: eta: 2:09:19 iter: 422279 total_loss: 4.942 loss_ce: 0.2046 loss_bbox: 0.1634 loss_giou: 0.2992 loss_ce_0: 0.4424 loss_bbox_0: 0.2693 loss_giou_0: 0.45 loss_ce_1: 0.3112 loss_bbox_1: 0.1921 loss_giou_1: 0.3511 loss_ce_2: 0.259 loss_bbox_2: 0.1723 loss_giou_2: 0.3204 loss_ce_3: 0.2267 loss_bbox_3: 0.1657 loss_giou_3: 0.3067 loss_ce_4: 0.2153 loss_bbox_4: 0.1627 loss_giou_4: 0.2998 time: 0.2800 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:31] d2.utils.events INFO: eta: 2:09:09 iter: 422299 total_loss: 4.772 loss_ce: 0.2003 loss_bbox: 0.1632 loss_giou: 0.2944 loss_ce_0: 0.4266 loss_bbox_0: 0.2606 loss_giou_0: 0.4407 loss_ce_1: 0.3136 loss_bbox_1: 0.1846 loss_giou_1: 0.3341 loss_ce_2: 0.2537 loss_bbox_2: 0.1748 loss_giou_2: 0.319 loss_ce_3: 0.2188 loss_bbox_3: 0.1719 loss_giou_3: 0.3082 loss_ce_4: 0.2051 loss_bbox_4: 0.1664 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:36] d2.utils.events INFO: eta: 2:09:04 iter: 422319 total_loss: 4.563 loss_ce: 0.1878 loss_bbox: 0.1522 loss_giou: 0.2992 loss_ce_0: 0.4257 loss_bbox_0: 0.2561 loss_giou_0: 0.4467 loss_ce_1: 0.31 loss_bbox_1: 0.1774 loss_giou_1: 0.3331 loss_ce_2: 0.2406 loss_bbox_2: 0.1626 loss_giou_2: 0.3145 loss_ce_3: 0.2092 loss_bbox_3: 0.1561 loss_giou_3: 0.302 loss_ce_4: 0.1931 loss_bbox_4: 0.1525 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:42] d2.utils.events INFO: eta: 2:08:59 iter: 422339 total_loss: 4.857 loss_ce: 0.1928 loss_bbox: 0.1554 loss_giou: 0.3139 loss_ce_0: 0.4228 loss_bbox_0: 0.2638 loss_giou_0: 0.5045 loss_ce_1: 0.3102 loss_bbox_1: 0.1823 loss_giou_1: 0.3625 loss_ce_2: 0.2545 loss_bbox_2: 0.1641 loss_giou_2: 0.3294 loss_ce_3: 0.2162 loss_bbox_3: 0.1634 loss_giou_3: 0.3227 loss_ce_4: 0.1954 loss_bbox_4: 0.1558 loss_giou_4: 0.3196 time: 0.2800 data_time: 0.0295 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:48] d2.utils.events INFO: eta: 2:08:54 iter: 422359 total_loss: 4.86 loss_ce: 0.196 loss_bbox: 0.1598 loss_giou: 0.2908 loss_ce_0: 0.3905 loss_bbox_0: 0.265 loss_giou_0: 0.4564 loss_ce_1: 0.2981 loss_bbox_1: 0.195 loss_giou_1: 0.3374 loss_ce_2: 0.2456 loss_bbox_2: 0.173 loss_giou_2: 0.3102 loss_ce_3: 0.2104 loss_bbox_3: 0.1679 loss_giou_3: 0.3033 loss_ce_4: 0.2039 loss_bbox_4: 0.1634 loss_giou_4: 0.2932 time: 0.2800 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:54] d2.utils.events INFO: eta: 2:08:50 iter: 422379 total_loss: 4.529 loss_ce: 0.1882 loss_bbox: 0.1493 loss_giou: 0.2855 loss_ce_0: 0.4126 loss_bbox_0: 0.2496 loss_giou_0: 0.4424 loss_ce_1: 0.3047 loss_bbox_1: 0.1832 loss_giou_1: 0.3386 loss_ce_2: 0.242 loss_bbox_2: 0.1636 loss_giou_2: 0.3088 loss_ce_3: 0.2158 loss_bbox_3: 0.1517 loss_giou_3: 0.301 loss_ce_4: 0.1945 loss_bbox_4: 0.1518 loss_giou_4: 0.2955 time: 0.2800 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/03 23:42:59] d2.utils.events INFO: eta: 2:08:43 iter: 422399 total_loss: 4.658 loss_ce: 0.1966 loss_bbox: 0.147 loss_giou: 0.2941 loss_ce_0: 0.4222 loss_bbox_0: 0.2553 loss_giou_0: 0.4554 loss_ce_1: 0.31 loss_bbox_1: 0.1767 loss_giou_1: 0.3377 loss_ce_2: 0.2414 loss_bbox_2: 0.1624 loss_giou_2: 0.3095 loss_ce_3: 0.2123 loss_bbox_3: 0.1563 loss_giou_3: 0.3031 loss_ce_4: 0.202 loss_bbox_4: 0.1504 loss_giou_4: 0.3006 time: 0.2800 data_time: 0.0316 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:05] d2.utils.events INFO: eta: 2:08:36 iter: 422419 total_loss: 4.805 loss_ce: 0.2167 loss_bbox: 0.1527 loss_giou: 0.2969 loss_ce_0: 0.4286 loss_bbox_0: 0.2566 loss_giou_0: 0.4547 loss_ce_1: 0.3218 loss_bbox_1: 0.1859 loss_giou_1: 0.3405 loss_ce_2: 0.2732 loss_bbox_2: 0.1638 loss_giou_2: 0.315 loss_ce_3: 0.2346 loss_bbox_3: 0.1582 loss_giou_3: 0.3097 loss_ce_4: 0.22 loss_bbox_4: 0.1518 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:11] d2.utils.events INFO: eta: 2:08:31 iter: 422439 total_loss: 4.68 loss_ce: 0.2081 loss_bbox: 0.1435 loss_giou: 0.3007 loss_ce_0: 0.3999 loss_bbox_0: 0.2502 loss_giou_0: 0.4679 loss_ce_1: 0.3042 loss_bbox_1: 0.1704 loss_giou_1: 0.3467 loss_ce_2: 0.2531 loss_bbox_2: 0.1553 loss_giou_2: 0.3136 loss_ce_3: 0.2235 loss_bbox_3: 0.1517 loss_giou_3: 0.3119 loss_ce_4: 0.2041 loss_bbox_4: 0.1457 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:16] d2.utils.events INFO: eta: 2:08:24 iter: 422459 total_loss: 4.651 loss_ce: 0.1945 loss_bbox: 0.1556 loss_giou: 0.2998 loss_ce_0: 0.4188 loss_bbox_0: 0.2567 loss_giou_0: 0.4763 loss_ce_1: 0.3048 loss_bbox_1: 0.1767 loss_giou_1: 0.339 loss_ce_2: 0.2329 loss_bbox_2: 0.1585 loss_giou_2: 0.3193 loss_ce_3: 0.209 loss_bbox_3: 0.1558 loss_giou_3: 0.3058 loss_ce_4: 0.1983 loss_bbox_4: 0.1578 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:22] d2.utils.events INFO: eta: 2:08:22 iter: 422479 total_loss: 4.62 loss_ce: 0.1916 loss_bbox: 0.1533 loss_giou: 0.284 loss_ce_0: 0.4168 loss_bbox_0: 0.2593 loss_giou_0: 0.4335 loss_ce_1: 0.3049 loss_bbox_1: 0.1837 loss_giou_1: 0.3254 loss_ce_2: 0.2347 loss_bbox_2: 0.1666 loss_giou_2: 0.3062 loss_ce_3: 0.2068 loss_bbox_3: 0.1593 loss_giou_3: 0.2922 loss_ce_4: 0.1944 loss_bbox_4: 0.1569 loss_giou_4: 0.2853 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:28] d2.utils.events INFO: eta: 2:08:17 iter: 422499 total_loss: 4.512 loss_ce: 0.1805 loss_bbox: 0.1544 loss_giou: 0.2888 loss_ce_0: 0.4012 loss_bbox_0: 0.2623 loss_giou_0: 0.4262 loss_ce_1: 0.2823 loss_bbox_1: 0.1793 loss_giou_1: 0.3199 loss_ce_2: 0.2172 loss_bbox_2: 0.1672 loss_giou_2: 0.2969 loss_ce_3: 0.1944 loss_bbox_3: 0.1584 loss_giou_3: 0.2876 loss_ce_4: 0.1789 loss_bbox_4: 0.1546 loss_giou_4: 0.2868 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:33] d2.utils.events INFO: eta: 2:08:09 iter: 422519 total_loss: 4.368 loss_ce: 0.1826 loss_bbox: 0.1442 loss_giou: 0.2775 loss_ce_0: 0.4053 loss_bbox_0: 0.2353 loss_giou_0: 0.4369 loss_ce_1: 0.3074 loss_bbox_1: 0.1681 loss_giou_1: 0.3163 loss_ce_2: 0.2381 loss_bbox_2: 0.1551 loss_giou_2: 0.2953 loss_ce_3: 0.2067 loss_bbox_3: 0.1493 loss_giou_3: 0.2868 loss_ce_4: 0.1779 loss_bbox_4: 0.1453 loss_giou_4: 0.2831 time: 0.2800 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:39] d2.utils.events INFO: eta: 2:08:02 iter: 422539 total_loss: 4.768 loss_ce: 0.2004 loss_bbox: 0.1641 loss_giou: 0.2976 loss_ce_0: 0.4331 loss_bbox_0: 0.264 loss_giou_0: 0.4485 loss_ce_1: 0.3152 loss_bbox_1: 0.1896 loss_giou_1: 0.3415 loss_ce_2: 0.2589 loss_bbox_2: 0.1765 loss_giou_2: 0.3224 loss_ce_3: 0.2284 loss_bbox_3: 0.1668 loss_giou_3: 0.3158 loss_ce_4: 0.209 loss_bbox_4: 0.1645 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:44] d2.utils.events INFO: eta: 2:07:56 iter: 422559 total_loss: 5.087 loss_ce: 0.2223 loss_bbox: 0.1684 loss_giou: 0.3136 loss_ce_0: 0.4377 loss_bbox_0: 0.2805 loss_giou_0: 0.4873 loss_ce_1: 0.338 loss_bbox_1: 0.1985 loss_giou_1: 0.3615 loss_ce_2: 0.2779 loss_bbox_2: 0.1821 loss_giou_2: 0.336 loss_ce_3: 0.242 loss_bbox_3: 0.1759 loss_giou_3: 0.3252 loss_ce_4: 0.2307 loss_bbox_4: 0.168 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:50] d2.utils.events INFO: eta: 2:07:51 iter: 422579 total_loss: 4.622 loss_ce: 0.1952 loss_bbox: 0.1534 loss_giou: 0.2962 loss_ce_0: 0.4214 loss_bbox_0: 0.2627 loss_giou_0: 0.4373 loss_ce_1: 0.3112 loss_bbox_1: 0.1809 loss_giou_1: 0.3307 loss_ce_2: 0.2444 loss_bbox_2: 0.1685 loss_giou_2: 0.3126 loss_ce_3: 0.2067 loss_bbox_3: 0.162 loss_giou_3: 0.3045 loss_ce_4: 0.1967 loss_bbox_4: 0.1546 loss_giou_4: 0.2933 time: 0.2800 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/03 23:43:56] d2.utils.events INFO: eta: 2:07:45 iter: 422599 total_loss: 4.682 loss_ce: 0.1815 loss_bbox: 0.1589 loss_giou: 0.2904 loss_ce_0: 0.4189 loss_bbox_0: 0.2735 loss_giou_0: 0.4532 loss_ce_1: 0.3184 loss_bbox_1: 0.1937 loss_giou_1: 0.3328 loss_ce_2: 0.2415 loss_bbox_2: 0.1721 loss_giou_2: 0.3037 loss_ce_3: 0.1984 loss_bbox_3: 0.1671 loss_giou_3: 0.3001 loss_ce_4: 0.1813 loss_bbox_4: 0.1639 loss_giou_4: 0.2985 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:02] d2.utils.events INFO: eta: 2:07:41 iter: 422619 total_loss: 4.582 loss_ce: 0.1951 loss_bbox: 0.1349 loss_giou: 0.3067 loss_ce_0: 0.4171 loss_bbox_0: 0.2616 loss_giou_0: 0.4708 loss_ce_1: 0.2995 loss_bbox_1: 0.1713 loss_giou_1: 0.3519 loss_ce_2: 0.2468 loss_bbox_2: 0.1581 loss_giou_2: 0.3236 loss_ce_3: 0.2157 loss_bbox_3: 0.1484 loss_giou_3: 0.3105 loss_ce_4: 0.2064 loss_bbox_4: 0.1429 loss_giou_4: 0.3096 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:07] d2.utils.events INFO: eta: 2:07:35 iter: 422639 total_loss: 4.664 loss_ce: 0.1972 loss_bbox: 0.1556 loss_giou: 0.3122 loss_ce_0: 0.4319 loss_bbox_0: 0.2481 loss_giou_0: 0.4591 loss_ce_1: 0.3061 loss_bbox_1: 0.1874 loss_giou_1: 0.3571 loss_ce_2: 0.2453 loss_bbox_2: 0.1713 loss_giou_2: 0.3237 loss_ce_3: 0.2139 loss_bbox_3: 0.1646 loss_giou_3: 0.3236 loss_ce_4: 0.1982 loss_bbox_4: 0.1592 loss_giou_4: 0.319 time: 0.2800 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:13] d2.utils.events INFO: eta: 2:07:28 iter: 422659 total_loss: 4.842 loss_ce: 0.1984 loss_bbox: 0.1471 loss_giou: 0.2976 loss_ce_0: 0.4295 loss_bbox_0: 0.2552 loss_giou_0: 0.479 loss_ce_1: 0.3177 loss_bbox_1: 0.1799 loss_giou_1: 0.3459 loss_ce_2: 0.2479 loss_bbox_2: 0.1644 loss_giou_2: 0.3291 loss_ce_3: 0.2199 loss_bbox_3: 0.157 loss_giou_3: 0.3085 loss_ce_4: 0.2033 loss_bbox_4: 0.1522 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0214 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:18] d2.utils.events INFO: eta: 2:07:23 iter: 422679 total_loss: 4.687 loss_ce: 0.2033 loss_bbox: 0.1442 loss_giou: 0.2933 loss_ce_0: 0.4256 loss_bbox_0: 0.2524 loss_giou_0: 0.4403 loss_ce_1: 0.3009 loss_bbox_1: 0.1738 loss_giou_1: 0.3318 loss_ce_2: 0.2476 loss_bbox_2: 0.162 loss_giou_2: 0.3118 loss_ce_3: 0.2072 loss_bbox_3: 0.1538 loss_giou_3: 0.297 loss_ce_4: 0.1966 loss_bbox_4: 0.1477 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:24] d2.utils.events INFO: eta: 2:07:17 iter: 422699 total_loss: 4.468 loss_ce: 0.1851 loss_bbox: 0.1563 loss_giou: 0.2825 loss_ce_0: 0.4084 loss_bbox_0: 0.2563 loss_giou_0: 0.4591 loss_ce_1: 0.3074 loss_bbox_1: 0.1852 loss_giou_1: 0.3335 loss_ce_2: 0.236 loss_bbox_2: 0.1692 loss_giou_2: 0.2995 loss_ce_3: 0.2005 loss_bbox_3: 0.1632 loss_giou_3: 0.29 loss_ce_4: 0.1948 loss_bbox_4: 0.1592 loss_giou_4: 0.2876 time: 0.2800 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:30] d2.utils.events INFO: eta: 2:07:12 iter: 422719 total_loss: 4.796 loss_ce: 0.2023 loss_bbox: 0.1444 loss_giou: 0.2987 loss_ce_0: 0.4219 loss_bbox_0: 0.2443 loss_giou_0: 0.4743 loss_ce_1: 0.3132 loss_bbox_1: 0.1715 loss_giou_1: 0.3374 loss_ce_2: 0.2466 loss_bbox_2: 0.1496 loss_giou_2: 0.3157 loss_ce_3: 0.2156 loss_bbox_3: 0.1466 loss_giou_3: 0.3104 loss_ce_4: 0.2035 loss_bbox_4: 0.1456 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:35] d2.utils.events INFO: eta: 2:07:06 iter: 422739 total_loss: 4.884 loss_ce: 0.2073 loss_bbox: 0.1672 loss_giou: 0.298 loss_ce_0: 0.4494 loss_bbox_0: 0.2845 loss_giou_0: 0.4662 loss_ce_1: 0.329 loss_bbox_1: 0.2011 loss_giou_1: 0.345 loss_ce_2: 0.2602 loss_bbox_2: 0.1775 loss_giou_2: 0.3163 loss_ce_3: 0.2277 loss_bbox_3: 0.1716 loss_giou_3: 0.3044 loss_ce_4: 0.2114 loss_bbox_4: 0.1711 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:41] d2.utils.events INFO: eta: 2:07:01 iter: 422759 total_loss: 4.682 loss_ce: 0.2016 loss_bbox: 0.1577 loss_giou: 0.2961 loss_ce_0: 0.4474 loss_bbox_0: 0.2566 loss_giou_0: 0.4847 loss_ce_1: 0.3095 loss_bbox_1: 0.1881 loss_giou_1: 0.3485 loss_ce_2: 0.2411 loss_bbox_2: 0.1688 loss_giou_2: 0.3201 loss_ce_3: 0.2126 loss_bbox_3: 0.164 loss_giou_3: 0.311 loss_ce_4: 0.2028 loss_bbox_4: 0.1618 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:47] d2.utils.events INFO: eta: 2:06:55 iter: 422779 total_loss: 4.871 loss_ce: 0.2048 loss_bbox: 0.1556 loss_giou: 0.3111 loss_ce_0: 0.4141 loss_bbox_0: 0.2593 loss_giou_0: 0.4914 loss_ce_1: 0.3117 loss_bbox_1: 0.1804 loss_giou_1: 0.3569 loss_ce_2: 0.2478 loss_bbox_2: 0.1661 loss_giou_2: 0.3298 loss_ce_3: 0.2167 loss_bbox_3: 0.1579 loss_giou_3: 0.3177 loss_ce_4: 0.2024 loss_bbox_4: 0.1581 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:52] d2.utils.events INFO: eta: 2:06:50 iter: 422799 total_loss: 4.64 loss_ce: 0.2011 loss_bbox: 0.1512 loss_giou: 0.2976 loss_ce_0: 0.4284 loss_bbox_0: 0.2619 loss_giou_0: 0.4586 loss_ce_1: 0.3129 loss_bbox_1: 0.1836 loss_giou_1: 0.338 loss_ce_2: 0.2552 loss_bbox_2: 0.1647 loss_giou_2: 0.3091 loss_ce_3: 0.2205 loss_bbox_3: 0.1616 loss_giou_3: 0.3001 loss_ce_4: 0.2057 loss_bbox_4: 0.1531 loss_giou_4: 0.2977 time: 0.2800 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/03 23:44:58] d2.utils.events INFO: eta: 2:06:45 iter: 422819 total_loss: 4.802 loss_ce: 0.1922 loss_bbox: 0.1592 loss_giou: 0.2938 loss_ce_0: 0.4084 loss_bbox_0: 0.2654 loss_giou_0: 0.4669 loss_ce_1: 0.301 loss_bbox_1: 0.1907 loss_giou_1: 0.3318 loss_ce_2: 0.2458 loss_bbox_2: 0.1716 loss_giou_2: 0.3158 loss_ce_3: 0.2138 loss_bbox_3: 0.1649 loss_giou_3: 0.3053 loss_ce_4: 0.1992 loss_bbox_4: 0.1632 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0190 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:04] d2.utils.events INFO: eta: 2:06:39 iter: 422839 total_loss: 4.815 loss_ce: 0.1959 loss_bbox: 0.1616 loss_giou: 0.3013 loss_ce_0: 0.4318 loss_bbox_0: 0.2616 loss_giou_0: 0.4528 loss_ce_1: 0.3098 loss_bbox_1: 0.1861 loss_giou_1: 0.3395 loss_ce_2: 0.2558 loss_bbox_2: 0.1733 loss_giou_2: 0.3157 loss_ce_3: 0.2193 loss_bbox_3: 0.1648 loss_giou_3: 0.3034 loss_ce_4: 0.198 loss_bbox_4: 0.1597 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:09] d2.utils.events INFO: eta: 2:06:34 iter: 422859 total_loss: 4.669 loss_ce: 0.1924 loss_bbox: 0.155 loss_giou: 0.2814 loss_ce_0: 0.4103 loss_bbox_0: 0.256 loss_giou_0: 0.4412 loss_ce_1: 0.3068 loss_bbox_1: 0.1821 loss_giou_1: 0.328 loss_ce_2: 0.2356 loss_bbox_2: 0.1645 loss_giou_2: 0.3032 loss_ce_3: 0.2095 loss_bbox_3: 0.1593 loss_giou_3: 0.2958 loss_ce_4: 0.1959 loss_bbox_4: 0.1601 loss_giou_4: 0.2921 time: 0.2800 data_time: 0.0237 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:15] d2.utils.events INFO: eta: 2:06:28 iter: 422879 total_loss: 4.641 loss_ce: 0.204 loss_bbox: 0.1411 loss_giou: 0.2915 loss_ce_0: 0.4065 loss_bbox_0: 0.2704 loss_giou_0: 0.4712 loss_ce_1: 0.3012 loss_bbox_1: 0.1779 loss_giou_1: 0.3377 loss_ce_2: 0.2461 loss_bbox_2: 0.1571 loss_giou_2: 0.3092 loss_ce_3: 0.2165 loss_bbox_3: 0.146 loss_giou_3: 0.2984 loss_ce_4: 0.2051 loss_bbox_4: 0.1435 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:21] d2.utils.events INFO: eta: 2:06:25 iter: 422899 total_loss: 4.842 loss_ce: 0.21 loss_bbox: 0.1708 loss_giou: 0.3103 loss_ce_0: 0.4232 loss_bbox_0: 0.2667 loss_giou_0: 0.4599 loss_ce_1: 0.3188 loss_bbox_1: 0.1918 loss_giou_1: 0.3568 loss_ce_2: 0.2536 loss_bbox_2: 0.176 loss_giou_2: 0.3215 loss_ce_3: 0.2252 loss_bbox_3: 0.1717 loss_giou_3: 0.3081 loss_ce_4: 0.2069 loss_bbox_4: 0.1686 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:26] d2.utils.events INFO: eta: 2:06:20 iter: 422919 total_loss: 4.65 loss_ce: 0.1989 loss_bbox: 0.1519 loss_giou: 0.3092 loss_ce_0: 0.4241 loss_bbox_0: 0.2529 loss_giou_0: 0.4497 loss_ce_1: 0.3076 loss_bbox_1: 0.1759 loss_giou_1: 0.3472 loss_ce_2: 0.2472 loss_bbox_2: 0.1632 loss_giou_2: 0.324 loss_ce_3: 0.2133 loss_bbox_3: 0.158 loss_giou_3: 0.3146 loss_ce_4: 0.2016 loss_bbox_4: 0.1522 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:32] d2.utils.events INFO: eta: 2:06:15 iter: 422939 total_loss: 4.934 loss_ce: 0.2174 loss_bbox: 0.1506 loss_giou: 0.2933 loss_ce_0: 0.4259 loss_bbox_0: 0.271 loss_giou_0: 0.4444 loss_ce_1: 0.3155 loss_bbox_1: 0.1828 loss_giou_1: 0.3389 loss_ce_2: 0.2669 loss_bbox_2: 0.1607 loss_giou_2: 0.3148 loss_ce_3: 0.2371 loss_bbox_3: 0.156 loss_giou_3: 0.3081 loss_ce_4: 0.2263 loss_bbox_4: 0.1529 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:38] d2.utils.events INFO: eta: 2:06:12 iter: 422959 total_loss: 4.639 loss_ce: 0.1969 loss_bbox: 0.156 loss_giou: 0.3055 loss_ce_0: 0.413 loss_bbox_0: 0.2676 loss_giou_0: 0.4775 loss_ce_1: 0.306 loss_bbox_1: 0.1864 loss_giou_1: 0.3569 loss_ce_2: 0.2513 loss_bbox_2: 0.169 loss_giou_2: 0.3249 loss_ce_3: 0.2173 loss_bbox_3: 0.164 loss_giou_3: 0.3162 loss_ce_4: 0.2051 loss_bbox_4: 0.1569 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0211 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:43] d2.utils.events INFO: eta: 2:06:06 iter: 422979 total_loss: 4.955 loss_ce: 0.2087 loss_bbox: 0.1583 loss_giou: 0.3036 loss_ce_0: 0.4438 loss_bbox_0: 0.2666 loss_giou_0: 0.4761 loss_ce_1: 0.3321 loss_bbox_1: 0.1879 loss_giou_1: 0.3565 loss_ce_2: 0.2597 loss_bbox_2: 0.1689 loss_giou_2: 0.3304 loss_ce_3: 0.237 loss_bbox_3: 0.1604 loss_giou_3: 0.3115 loss_ce_4: 0.2129 loss_bbox_4: 0.1589 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:49] d2.utils.events INFO: eta: 2:06:01 iter: 422999 total_loss: 4.772 loss_ce: 0.204 loss_bbox: 0.1558 loss_giou: 0.2838 loss_ce_0: 0.4209 loss_bbox_0: 0.2614 loss_giou_0: 0.4373 loss_ce_1: 0.3042 loss_bbox_1: 0.1754 loss_giou_1: 0.3333 loss_ce_2: 0.2403 loss_bbox_2: 0.162 loss_giou_2: 0.3075 loss_ce_3: 0.2118 loss_bbox_3: 0.1595 loss_giou_3: 0.2916 loss_ce_4: 0.2026 loss_bbox_4: 0.1589 loss_giou_4: 0.2896 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/03 23:45:55] d2.utils.events INFO: eta: 2:05:53 iter: 423019 total_loss: 4.57 loss_ce: 0.1957 loss_bbox: 0.158 loss_giou: 0.2834 loss_ce_0: 0.4167 loss_bbox_0: 0.2656 loss_giou_0: 0.4333 loss_ce_1: 0.3019 loss_bbox_1: 0.1888 loss_giou_1: 0.313 loss_ce_2: 0.2433 loss_bbox_2: 0.1701 loss_giou_2: 0.2915 loss_ce_3: 0.22 loss_bbox_3: 0.1624 loss_giou_3: 0.2862 loss_ce_4: 0.2058 loss_bbox_4: 0.1608 loss_giou_4: 0.2831 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:00] d2.utils.events INFO: eta: 2:05:49 iter: 423039 total_loss: 4.78 loss_ce: 0.1976 loss_bbox: 0.1487 loss_giou: 0.3114 loss_ce_0: 0.4232 loss_bbox_0: 0.2531 loss_giou_0: 0.461 loss_ce_1: 0.3141 loss_bbox_1: 0.1817 loss_giou_1: 0.3498 loss_ce_2: 0.2485 loss_bbox_2: 0.1617 loss_giou_2: 0.3243 loss_ce_3: 0.2209 loss_bbox_3: 0.1548 loss_giou_3: 0.318 loss_ce_4: 0.1949 loss_bbox_4: 0.1508 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:06] d2.utils.events INFO: eta: 2:05:42 iter: 423059 total_loss: 4.906 loss_ce: 0.2014 loss_bbox: 0.1574 loss_giou: 0.3194 loss_ce_0: 0.4325 loss_bbox_0: 0.2638 loss_giou_0: 0.5089 loss_ce_1: 0.3149 loss_bbox_1: 0.1846 loss_giou_1: 0.3718 loss_ce_2: 0.2617 loss_bbox_2: 0.1736 loss_giou_2: 0.3427 loss_ce_3: 0.2349 loss_bbox_3: 0.1624 loss_giou_3: 0.3288 loss_ce_4: 0.2097 loss_bbox_4: 0.1551 loss_giou_4: 0.3258 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:12] d2.utils.events INFO: eta: 2:05:32 iter: 423079 total_loss: 4.876 loss_ce: 0.2068 loss_bbox: 0.1567 loss_giou: 0.3272 loss_ce_0: 0.4439 loss_bbox_0: 0.2583 loss_giou_0: 0.4814 loss_ce_1: 0.3161 loss_bbox_1: 0.184 loss_giou_1: 0.372 loss_ce_2: 0.2559 loss_bbox_2: 0.167 loss_giou_2: 0.3473 loss_ce_3: 0.2193 loss_bbox_3: 0.1625 loss_giou_3: 0.3379 loss_ce_4: 0.2103 loss_bbox_4: 0.16 loss_giou_4: 0.3292 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:17] d2.utils.events INFO: eta: 2:05:25 iter: 423099 total_loss: 4.753 loss_ce: 0.2098 loss_bbox: 0.1444 loss_giou: 0.2998 loss_ce_0: 0.4266 loss_bbox_0: 0.2488 loss_giou_0: 0.4801 loss_ce_1: 0.3122 loss_bbox_1: 0.1775 loss_giou_1: 0.3461 loss_ce_2: 0.2534 loss_bbox_2: 0.16 loss_giou_2: 0.3146 loss_ce_3: 0.229 loss_bbox_3: 0.1497 loss_giou_3: 0.3096 loss_ce_4: 0.2162 loss_bbox_4: 0.146 loss_giou_4: 0.305 time: 0.2800 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:23] d2.utils.events INFO: eta: 2:05:20 iter: 423119 total_loss: 4.677 loss_ce: 0.1918 loss_bbox: 0.1489 loss_giou: 0.2888 loss_ce_0: 0.4178 loss_bbox_0: 0.2515 loss_giou_0: 0.4303 loss_ce_1: 0.3029 loss_bbox_1: 0.1741 loss_giou_1: 0.3287 loss_ce_2: 0.2548 loss_bbox_2: 0.1612 loss_giou_2: 0.3007 loss_ce_3: 0.2171 loss_bbox_3: 0.1571 loss_giou_3: 0.2969 loss_ce_4: 0.1899 loss_bbox_4: 0.1497 loss_giou_4: 0.2926 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:29] d2.utils.events INFO: eta: 2:05:15 iter: 423139 total_loss: 4.741 loss_ce: 0.2025 loss_bbox: 0.1591 loss_giou: 0.3016 loss_ce_0: 0.434 loss_bbox_0: 0.2621 loss_giou_0: 0.4555 loss_ce_1: 0.3162 loss_bbox_1: 0.1908 loss_giou_1: 0.341 loss_ce_2: 0.2497 loss_bbox_2: 0.1714 loss_giou_2: 0.3124 loss_ce_3: 0.216 loss_bbox_3: 0.1694 loss_giou_3: 0.3063 loss_ce_4: 0.2039 loss_bbox_4: 0.1629 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:34] d2.utils.events INFO: eta: 2:05:09 iter: 423159 total_loss: 4.69 loss_ce: 0.2005 loss_bbox: 0.1514 loss_giou: 0.2861 loss_ce_0: 0.4332 loss_bbox_0: 0.2633 loss_giou_0: 0.4557 loss_ce_1: 0.3245 loss_bbox_1: 0.1807 loss_giou_1: 0.3356 loss_ce_2: 0.2528 loss_bbox_2: 0.1703 loss_giou_2: 0.3074 loss_ce_3: 0.2264 loss_bbox_3: 0.1661 loss_giou_3: 0.296 loss_ce_4: 0.2048 loss_bbox_4: 0.1544 loss_giou_4: 0.2896 time: 0.2800 data_time: 0.0228 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:40] d2.utils.events INFO: eta: 2:05:03 iter: 423179 total_loss: 4.58 loss_ce: 0.1913 loss_bbox: 0.1602 loss_giou: 0.2969 loss_ce_0: 0.4036 loss_bbox_0: 0.2623 loss_giou_0: 0.4497 loss_ce_1: 0.3052 loss_bbox_1: 0.1825 loss_giou_1: 0.331 loss_ce_2: 0.2357 loss_bbox_2: 0.167 loss_giou_2: 0.3116 loss_ce_3: 0.2024 loss_bbox_3: 0.1635 loss_giou_3: 0.3019 loss_ce_4: 0.1941 loss_bbox_4: 0.1622 loss_giou_4: 0.3021 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:46] d2.utils.events INFO: eta: 2:04:56 iter: 423199 total_loss: 4.653 loss_ce: 0.1892 loss_bbox: 0.1571 loss_giou: 0.303 loss_ce_0: 0.4219 loss_bbox_0: 0.2757 loss_giou_0: 0.4711 loss_ce_1: 0.3084 loss_bbox_1: 0.1856 loss_giou_1: 0.3469 loss_ce_2: 0.2398 loss_bbox_2: 0.1672 loss_giou_2: 0.3205 loss_ce_3: 0.2078 loss_bbox_3: 0.1646 loss_giou_3: 0.3141 loss_ce_4: 0.191 loss_bbox_4: 0.1596 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:51] d2.utils.events INFO: eta: 2:04:52 iter: 423219 total_loss: 4.78 loss_ce: 0.2066 loss_bbox: 0.1577 loss_giou: 0.3155 loss_ce_0: 0.4217 loss_bbox_0: 0.256 loss_giou_0: 0.4921 loss_ce_1: 0.3114 loss_bbox_1: 0.1821 loss_giou_1: 0.3622 loss_ce_2: 0.2593 loss_bbox_2: 0.1677 loss_giou_2: 0.3354 loss_ce_3: 0.2283 loss_bbox_3: 0.1606 loss_giou_3: 0.3286 loss_ce_4: 0.2126 loss_bbox_4: 0.1598 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/03 23:46:57] d2.utils.events INFO: eta: 2:04:53 iter: 423239 total_loss: 4.543 loss_ce: 0.2019 loss_bbox: 0.1406 loss_giou: 0.2682 loss_ce_0: 0.4304 loss_bbox_0: 0.2523 loss_giou_0: 0.4365 loss_ce_1: 0.3127 loss_bbox_1: 0.1659 loss_giou_1: 0.3146 loss_ce_2: 0.2431 loss_bbox_2: 0.1483 loss_giou_2: 0.2898 loss_ce_3: 0.2177 loss_bbox_3: 0.1466 loss_giou_3: 0.2787 loss_ce_4: 0.2127 loss_bbox_4: 0.1413 loss_giou_4: 0.2699 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:03] d2.utils.events INFO: eta: 2:04:46 iter: 423259 total_loss: 4.824 loss_ce: 0.1953 loss_bbox: 0.1562 loss_giou: 0.3156 loss_ce_0: 0.4168 loss_bbox_0: 0.253 loss_giou_0: 0.4858 loss_ce_1: 0.3099 loss_bbox_1: 0.1843 loss_giou_1: 0.3539 loss_ce_2: 0.2482 loss_bbox_2: 0.1718 loss_giou_2: 0.3263 loss_ce_3: 0.2155 loss_bbox_3: 0.1648 loss_giou_3: 0.3185 loss_ce_4: 0.1987 loss_bbox_4: 0.1592 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:08] d2.utils.events INFO: eta: 2:04:40 iter: 423279 total_loss: 4.793 loss_ce: 0.2087 loss_bbox: 0.1499 loss_giou: 0.297 loss_ce_0: 0.425 loss_bbox_0: 0.2688 loss_giou_0: 0.4648 loss_ce_1: 0.3213 loss_bbox_1: 0.1761 loss_giou_1: 0.343 loss_ce_2: 0.2549 loss_bbox_2: 0.1594 loss_giou_2: 0.3097 loss_ce_3: 0.221 loss_bbox_3: 0.1536 loss_giou_3: 0.3072 loss_ce_4: 0.2115 loss_bbox_4: 0.1509 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:14] d2.utils.events INFO: eta: 2:04:37 iter: 423299 total_loss: 4.917 loss_ce: 0.2081 loss_bbox: 0.1449 loss_giou: 0.3125 loss_ce_0: 0.4382 loss_bbox_0: 0.2467 loss_giou_0: 0.4632 loss_ce_1: 0.3198 loss_bbox_1: 0.1642 loss_giou_1: 0.3577 loss_ce_2: 0.2661 loss_bbox_2: 0.1585 loss_giou_2: 0.3318 loss_ce_3: 0.2334 loss_bbox_3: 0.1501 loss_giou_3: 0.3286 loss_ce_4: 0.213 loss_bbox_4: 0.1496 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:20] d2.utils.events INFO: eta: 2:04:32 iter: 423319 total_loss: 4.679 loss_ce: 0.2108 loss_bbox: 0.1547 loss_giou: 0.289 loss_ce_0: 0.4282 loss_bbox_0: 0.2645 loss_giou_0: 0.4639 loss_ce_1: 0.302 loss_bbox_1: 0.1856 loss_giou_1: 0.3274 loss_ce_2: 0.253 loss_bbox_2: 0.167 loss_giou_2: 0.3057 loss_ce_3: 0.2222 loss_bbox_3: 0.1637 loss_giou_3: 0.2954 loss_ce_4: 0.2142 loss_bbox_4: 0.1578 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0327 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:25] d2.utils.events INFO: eta: 2:04:27 iter: 423339 total_loss: 4.765 loss_ce: 0.2018 loss_bbox: 0.1565 loss_giou: 0.3057 loss_ce_0: 0.4317 loss_bbox_0: 0.2632 loss_giou_0: 0.4678 loss_ce_1: 0.3012 loss_bbox_1: 0.186 loss_giou_1: 0.3513 loss_ce_2: 0.2475 loss_bbox_2: 0.1677 loss_giou_2: 0.3255 loss_ce_3: 0.2231 loss_bbox_3: 0.1644 loss_giou_3: 0.3115 loss_ce_4: 0.2125 loss_bbox_4: 0.1596 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:31] d2.utils.events INFO: eta: 2:04:24 iter: 423359 total_loss: 4.686 loss_ce: 0.1887 loss_bbox: 0.1448 loss_giou: 0.2877 loss_ce_0: 0.4073 loss_bbox_0: 0.2547 loss_giou_0: 0.4373 loss_ce_1: 0.3136 loss_bbox_1: 0.1712 loss_giou_1: 0.325 loss_ce_2: 0.2511 loss_bbox_2: 0.1534 loss_giou_2: 0.3077 loss_ce_3: 0.2113 loss_bbox_3: 0.1468 loss_giou_3: 0.2958 loss_ce_4: 0.1913 loss_bbox_4: 0.1469 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:37] d2.utils.events INFO: eta: 2:04:19 iter: 423379 total_loss: 4.829 loss_ce: 0.2004 loss_bbox: 0.1614 loss_giou: 0.3114 loss_ce_0: 0.4282 loss_bbox_0: 0.2694 loss_giou_0: 0.467 loss_ce_1: 0.3148 loss_bbox_1: 0.1949 loss_giou_1: 0.3521 loss_ce_2: 0.259 loss_bbox_2: 0.1777 loss_giou_2: 0.3285 loss_ce_3: 0.2255 loss_bbox_3: 0.1686 loss_giou_3: 0.3142 loss_ce_4: 0.2142 loss_bbox_4: 0.1619 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0324 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:42] d2.utils.events INFO: eta: 2:04:15 iter: 423399 total_loss: 4.668 loss_ce: 0.1978 loss_bbox: 0.1495 loss_giou: 0.2966 loss_ce_0: 0.4133 loss_bbox_0: 0.2606 loss_giou_0: 0.474 loss_ce_1: 0.3037 loss_bbox_1: 0.1821 loss_giou_1: 0.3396 loss_ce_2: 0.2399 loss_bbox_2: 0.165 loss_giou_2: 0.3151 loss_ce_3: 0.2117 loss_bbox_3: 0.1563 loss_giou_3: 0.3089 loss_ce_4: 0.2045 loss_bbox_4: 0.1513 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:48] d2.utils.events INFO: eta: 2:04:12 iter: 423419 total_loss: 4.609 loss_ce: 0.1885 loss_bbox: 0.1603 loss_giou: 0.289 loss_ce_0: 0.4138 loss_bbox_0: 0.2626 loss_giou_0: 0.4546 loss_ce_1: 0.3105 loss_bbox_1: 0.1819 loss_giou_1: 0.3347 loss_ce_2: 0.2385 loss_bbox_2: 0.1693 loss_giou_2: 0.3128 loss_ce_3: 0.2038 loss_bbox_3: 0.1629 loss_giou_3: 0.3012 loss_ce_4: 0.1886 loss_bbox_4: 0.1612 loss_giou_4: 0.292 time: 0.2800 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/03 23:47:54] d2.utils.events INFO: eta: 2:04:07 iter: 423439 total_loss: 4.922 loss_ce: 0.209 loss_bbox: 0.1529 loss_giou: 0.3102 loss_ce_0: 0.4327 loss_bbox_0: 0.2724 loss_giou_0: 0.497 loss_ce_1: 0.3136 loss_bbox_1: 0.1862 loss_giou_1: 0.3579 loss_ce_2: 0.2478 loss_bbox_2: 0.1669 loss_giou_2: 0.3253 loss_ce_3: 0.2284 loss_bbox_3: 0.1557 loss_giou_3: 0.3182 loss_ce_4: 0.2105 loss_bbox_4: 0.1524 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:00] d2.utils.events INFO: eta: 2:04:01 iter: 423459 total_loss: 4.652 loss_ce: 0.1971 loss_bbox: 0.1542 loss_giou: 0.2936 loss_ce_0: 0.4193 loss_bbox_0: 0.2497 loss_giou_0: 0.4415 loss_ce_1: 0.3028 loss_bbox_1: 0.1802 loss_giou_1: 0.3294 loss_ce_2: 0.242 loss_bbox_2: 0.1616 loss_giou_2: 0.3126 loss_ce_3: 0.2161 loss_bbox_3: 0.1529 loss_giou_3: 0.2996 loss_ce_4: 0.2038 loss_bbox_4: 0.1537 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0314 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:05] d2.utils.events INFO: eta: 2:03:55 iter: 423479 total_loss: 4.666 loss_ce: 0.1957 loss_bbox: 0.1501 loss_giou: 0.3039 loss_ce_0: 0.4071 loss_bbox_0: 0.2439 loss_giou_0: 0.4839 loss_ce_1: 0.287 loss_bbox_1: 0.1743 loss_giou_1: 0.3459 loss_ce_2: 0.2366 loss_bbox_2: 0.1613 loss_giou_2: 0.3245 loss_ce_3: 0.2079 loss_bbox_3: 0.1539 loss_giou_3: 0.3153 loss_ce_4: 0.1995 loss_bbox_4: 0.1505 loss_giou_4: 0.306 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:11] d2.utils.events INFO: eta: 2:03:49 iter: 423499 total_loss: 4.866 loss_ce: 0.2103 loss_bbox: 0.1476 loss_giou: 0.2991 loss_ce_0: 0.4313 loss_bbox_0: 0.256 loss_giou_0: 0.4858 loss_ce_1: 0.318 loss_bbox_1: 0.1726 loss_giou_1: 0.3508 loss_ce_2: 0.268 loss_bbox_2: 0.1624 loss_giou_2: 0.3227 loss_ce_3: 0.225 loss_bbox_3: 0.1541 loss_giou_3: 0.307 loss_ce_4: 0.2135 loss_bbox_4: 0.1502 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:17] d2.utils.events INFO: eta: 2:03:47 iter: 423519 total_loss: 4.994 loss_ce: 0.2131 loss_bbox: 0.1609 loss_giou: 0.3137 loss_ce_0: 0.4332 loss_bbox_0: 0.2822 loss_giou_0: 0.479 loss_ce_1: 0.3319 loss_bbox_1: 0.19 loss_giou_1: 0.357 loss_ce_2: 0.2778 loss_bbox_2: 0.1741 loss_giou_2: 0.335 loss_ce_3: 0.2342 loss_bbox_3: 0.1699 loss_giou_3: 0.3244 loss_ce_4: 0.2253 loss_bbox_4: 0.163 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:22] d2.utils.events INFO: eta: 2:03:46 iter: 423539 total_loss: 5.011 loss_ce: 0.2021 loss_bbox: 0.1547 loss_giou: 0.3379 loss_ce_0: 0.4398 loss_bbox_0: 0.265 loss_giou_0: 0.503 loss_ce_1: 0.3126 loss_bbox_1: 0.1809 loss_giou_1: 0.3822 loss_ce_2: 0.2612 loss_bbox_2: 0.161 loss_giou_2: 0.3594 loss_ce_3: 0.2202 loss_bbox_3: 0.1601 loss_giou_3: 0.3448 loss_ce_4: 0.2075 loss_bbox_4: 0.1557 loss_giou_4: 0.3419 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:28] d2.utils.events INFO: eta: 2:03:40 iter: 423559 total_loss: 5.001 loss_ce: 0.2177 loss_bbox: 0.1602 loss_giou: 0.3118 loss_ce_0: 0.4312 loss_bbox_0: 0.2587 loss_giou_0: 0.4796 loss_ce_1: 0.3288 loss_bbox_1: 0.1887 loss_giou_1: 0.3602 loss_ce_2: 0.2537 loss_bbox_2: 0.1729 loss_giou_2: 0.325 loss_ce_3: 0.2245 loss_bbox_3: 0.1685 loss_giou_3: 0.3182 loss_ce_4: 0.2136 loss_bbox_4: 0.1665 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0205 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:34] d2.utils.events INFO: eta: 2:03:33 iter: 423579 total_loss: 5.023 loss_ce: 0.2288 loss_bbox: 0.1534 loss_giou: 0.3062 loss_ce_0: 0.448 loss_bbox_0: 0.2618 loss_giou_0: 0.4794 loss_ce_1: 0.3472 loss_bbox_1: 0.1871 loss_giou_1: 0.3494 loss_ce_2: 0.295 loss_bbox_2: 0.168 loss_giou_2: 0.3196 loss_ce_3: 0.2589 loss_bbox_3: 0.1634 loss_giou_3: 0.3127 loss_ce_4: 0.239 loss_bbox_4: 0.1595 loss_giou_4: 0.3074 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:39] d2.utils.events INFO: eta: 2:03:27 iter: 423599 total_loss: 4.659 loss_ce: 0.1969 loss_bbox: 0.1608 loss_giou: 0.2861 loss_ce_0: 0.4485 loss_bbox_0: 0.2657 loss_giou_0: 0.4542 loss_ce_1: 0.3252 loss_bbox_1: 0.1907 loss_giou_1: 0.3326 loss_ce_2: 0.2636 loss_bbox_2: 0.1732 loss_giou_2: 0.3045 loss_ce_3: 0.2184 loss_bbox_3: 0.1667 loss_giou_3: 0.293 loss_ce_4: 0.2071 loss_bbox_4: 0.1626 loss_giou_4: 0.2896 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:45] d2.utils.events INFO: eta: 2:03:21 iter: 423619 total_loss: 4.923 loss_ce: 0.2148 loss_bbox: 0.1515 loss_giou: 0.308 loss_ce_0: 0.4376 loss_bbox_0: 0.279 loss_giou_0: 0.4919 loss_ce_1: 0.3353 loss_bbox_1: 0.186 loss_giou_1: 0.3696 loss_ce_2: 0.2721 loss_bbox_2: 0.1634 loss_giou_2: 0.3303 loss_ce_3: 0.2343 loss_bbox_3: 0.1587 loss_giou_3: 0.3193 loss_ce_4: 0.2172 loss_bbox_4: 0.1502 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:51] d2.utils.events INFO: eta: 2:03:18 iter: 423639 total_loss: 4.945 loss_ce: 0.1983 loss_bbox: 0.1551 loss_giou: 0.319 loss_ce_0: 0.4182 loss_bbox_0: 0.258 loss_giou_0: 0.4781 loss_ce_1: 0.3193 loss_bbox_1: 0.1835 loss_giou_1: 0.3683 loss_ce_2: 0.2492 loss_bbox_2: 0.1699 loss_giou_2: 0.3427 loss_ce_3: 0.2113 loss_bbox_3: 0.162 loss_giou_3: 0.3292 loss_ce_4: 0.204 loss_bbox_4: 0.1577 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0327 lr: 2.5e-07 max_mem: 5427M [11/03 23:48:56] d2.utils.events INFO: eta: 2:03:11 iter: 423659 total_loss: 4.65 loss_ce: 0.1916 loss_bbox: 0.1427 loss_giou: 0.2886 loss_ce_0: 0.4194 loss_bbox_0: 0.257 loss_giou_0: 0.4654 loss_ce_1: 0.3026 loss_bbox_1: 0.1759 loss_giou_1: 0.3323 loss_ce_2: 0.2384 loss_bbox_2: 0.1564 loss_giou_2: 0.3035 loss_ce_3: 0.202 loss_bbox_3: 0.1481 loss_giou_3: 0.2969 loss_ce_4: 0.1954 loss_bbox_4: 0.1441 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:02] d2.utils.events INFO: eta: 2:03:05 iter: 423679 total_loss: 4.87 loss_ce: 0.2005 loss_bbox: 0.1625 loss_giou: 0.3174 loss_ce_0: 0.4228 loss_bbox_0: 0.2679 loss_giou_0: 0.4999 loss_ce_1: 0.3094 loss_bbox_1: 0.1925 loss_giou_1: 0.375 loss_ce_2: 0.2463 loss_bbox_2: 0.1691 loss_giou_2: 0.3428 loss_ce_3: 0.2098 loss_bbox_3: 0.1609 loss_giou_3: 0.3288 loss_ce_4: 0.2007 loss_bbox_4: 0.163 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:08] d2.utils.events INFO: eta: 2:02:58 iter: 423699 total_loss: 4.535 loss_ce: 0.1911 loss_bbox: 0.1541 loss_giou: 0.2821 loss_ce_0: 0.4143 loss_bbox_0: 0.2588 loss_giou_0: 0.4487 loss_ce_1: 0.3011 loss_bbox_1: 0.1847 loss_giou_1: 0.3269 loss_ce_2: 0.2396 loss_bbox_2: 0.1685 loss_giou_2: 0.3071 loss_ce_3: 0.2042 loss_bbox_3: 0.1611 loss_giou_3: 0.2969 loss_ce_4: 0.1901 loss_bbox_4: 0.1544 loss_giou_4: 0.2884 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:13] d2.utils.events INFO: eta: 2:02:55 iter: 423719 total_loss: 4.435 loss_ce: 0.177 loss_bbox: 0.1506 loss_giou: 0.2787 loss_ce_0: 0.4079 loss_bbox_0: 0.2578 loss_giou_0: 0.442 loss_ce_1: 0.2939 loss_bbox_1: 0.1725 loss_giou_1: 0.317 loss_ce_2: 0.2391 loss_bbox_2: 0.1568 loss_giou_2: 0.2948 loss_ce_3: 0.199 loss_bbox_3: 0.1556 loss_giou_3: 0.2835 loss_ce_4: 0.179 loss_bbox_4: 0.1528 loss_giou_4: 0.2834 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:19] d2.utils.events INFO: eta: 2:02:48 iter: 423739 total_loss: 4.702 loss_ce: 0.199 loss_bbox: 0.1675 loss_giou: 0.2908 loss_ce_0: 0.403 loss_bbox_0: 0.2688 loss_giou_0: 0.4399 loss_ce_1: 0.2998 loss_bbox_1: 0.1908 loss_giou_1: 0.3294 loss_ce_2: 0.2437 loss_bbox_2: 0.1766 loss_giou_2: 0.3079 loss_ce_3: 0.2089 loss_bbox_3: 0.1708 loss_giou_3: 0.3014 loss_ce_4: 0.1941 loss_bbox_4: 0.1674 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:25] d2.utils.events INFO: eta: 2:02:43 iter: 423759 total_loss: 4.663 loss_ce: 0.1966 loss_bbox: 0.16 loss_giou: 0.2879 loss_ce_0: 0.4144 loss_bbox_0: 0.2556 loss_giou_0: 0.4194 loss_ce_1: 0.3023 loss_bbox_1: 0.1879 loss_giou_1: 0.3182 loss_ce_2: 0.247 loss_bbox_2: 0.1712 loss_giou_2: 0.3015 loss_ce_3: 0.2136 loss_bbox_3: 0.164 loss_giou_3: 0.2955 loss_ce_4: 0.1968 loss_bbox_4: 0.1619 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:30] d2.utils.events INFO: eta: 2:02:38 iter: 423779 total_loss: 4.881 loss_ce: 0.2135 loss_bbox: 0.1567 loss_giou: 0.3025 loss_ce_0: 0.4311 loss_bbox_0: 0.2603 loss_giou_0: 0.4599 loss_ce_1: 0.3226 loss_bbox_1: 0.1848 loss_giou_1: 0.3498 loss_ce_2: 0.2647 loss_bbox_2: 0.1687 loss_giou_2: 0.3192 loss_ce_3: 0.2402 loss_bbox_3: 0.1652 loss_giou_3: 0.3112 loss_ce_4: 0.2218 loss_bbox_4: 0.1587 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0335 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:36] d2.utils.events INFO: eta: 2:02:33 iter: 423799 total_loss: 4.683 loss_ce: 0.2038 loss_bbox: 0.1411 loss_giou: 0.2989 loss_ce_0: 0.4354 loss_bbox_0: 0.2472 loss_giou_0: 0.4511 loss_ce_1: 0.3062 loss_bbox_1: 0.1693 loss_giou_1: 0.3464 loss_ce_2: 0.2542 loss_bbox_2: 0.1514 loss_giou_2: 0.3189 loss_ce_3: 0.2161 loss_bbox_3: 0.1467 loss_giou_3: 0.3099 loss_ce_4: 0.2116 loss_bbox_4: 0.1454 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0226 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:42] d2.utils.events INFO: eta: 2:02:27 iter: 423819 total_loss: 4.884 loss_ce: 0.2051 loss_bbox: 0.1478 loss_giou: 0.3203 loss_ce_0: 0.417 loss_bbox_0: 0.2613 loss_giou_0: 0.4943 loss_ce_1: 0.3066 loss_bbox_1: 0.1778 loss_giou_1: 0.3647 loss_ce_2: 0.2612 loss_bbox_2: 0.1585 loss_giou_2: 0.3409 loss_ce_3: 0.2267 loss_bbox_3: 0.1521 loss_giou_3: 0.3274 loss_ce_4: 0.2136 loss_bbox_4: 0.1495 loss_giou_4: 0.3245 time: 0.2800 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:47] d2.utils.events INFO: eta: 2:02:21 iter: 423839 total_loss: 4.46 loss_ce: 0.1835 loss_bbox: 0.1489 loss_giou: 0.2772 loss_ce_0: 0.4214 loss_bbox_0: 0.2486 loss_giou_0: 0.4334 loss_ce_1: 0.3019 loss_bbox_1: 0.1746 loss_giou_1: 0.3175 loss_ce_2: 0.2386 loss_bbox_2: 0.1581 loss_giou_2: 0.2976 loss_ce_3: 0.2095 loss_bbox_3: 0.1512 loss_giou_3: 0.2885 loss_ce_4: 0.1866 loss_bbox_4: 0.1502 loss_giou_4: 0.2848 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:53] d2.utils.events INFO: eta: 2:02:16 iter: 423859 total_loss: 4.866 loss_ce: 0.2228 loss_bbox: 0.1575 loss_giou: 0.3018 loss_ce_0: 0.4425 loss_bbox_0: 0.253 loss_giou_0: 0.4807 loss_ce_1: 0.3304 loss_bbox_1: 0.1794 loss_giou_1: 0.3428 loss_ce_2: 0.2759 loss_bbox_2: 0.1677 loss_giou_2: 0.3171 loss_ce_3: 0.2503 loss_bbox_3: 0.1699 loss_giou_3: 0.3065 loss_ce_4: 0.2325 loss_bbox_4: 0.1619 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/03 23:49:58] d2.utils.events INFO: eta: 2:02:07 iter: 423879 total_loss: 4.692 loss_ce: 0.1994 loss_bbox: 0.1604 loss_giou: 0.2802 loss_ce_0: 0.4199 loss_bbox_0: 0.2753 loss_giou_0: 0.4449 loss_ce_1: 0.3371 loss_bbox_1: 0.1854 loss_giou_1: 0.3287 loss_ce_2: 0.2707 loss_bbox_2: 0.1681 loss_giou_2: 0.2992 loss_ce_3: 0.2298 loss_bbox_3: 0.1717 loss_giou_3: 0.2908 loss_ce_4: 0.2075 loss_bbox_4: 0.1635 loss_giou_4: 0.2812 time: 0.2800 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:04] d2.utils.events INFO: eta: 2:02:00 iter: 423899 total_loss: 4.404 loss_ce: 0.1815 loss_bbox: 0.1468 loss_giou: 0.2806 loss_ce_0: 0.406 loss_bbox_0: 0.2508 loss_giou_0: 0.4484 loss_ce_1: 0.3025 loss_bbox_1: 0.1716 loss_giou_1: 0.3186 loss_ce_2: 0.2414 loss_bbox_2: 0.1501 loss_giou_2: 0.2912 loss_ce_3: 0.198 loss_bbox_3: 0.1505 loss_giou_3: 0.2871 loss_ce_4: 0.1831 loss_bbox_4: 0.1493 loss_giou_4: 0.2842 time: 0.2800 data_time: 0.0303 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:10] d2.utils.events INFO: eta: 2:01:53 iter: 423919 total_loss: 4.807 loss_ce: 0.2173 loss_bbox: 0.1535 loss_giou: 0.2966 loss_ce_0: 0.4395 loss_bbox_0: 0.2679 loss_giou_0: 0.4504 loss_ce_1: 0.3282 loss_bbox_1: 0.1918 loss_giou_1: 0.329 loss_ce_2: 0.2708 loss_bbox_2: 0.1675 loss_giou_2: 0.3117 loss_ce_3: 0.2276 loss_bbox_3: 0.1601 loss_giou_3: 0.3012 loss_ce_4: 0.2219 loss_bbox_4: 0.1543 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:15] d2.utils.events INFO: eta: 2:01:47 iter: 423939 total_loss: 4.993 loss_ce: 0.216 loss_bbox: 0.1587 loss_giou: 0.3151 loss_ce_0: 0.4229 loss_bbox_0: 0.2653 loss_giou_0: 0.486 loss_ce_1: 0.3257 loss_bbox_1: 0.1895 loss_giou_1: 0.3676 loss_ce_2: 0.2743 loss_bbox_2: 0.1773 loss_giou_2: 0.3397 loss_ce_3: 0.2371 loss_bbox_3: 0.1807 loss_giou_3: 0.3275 loss_ce_4: 0.2192 loss_bbox_4: 0.1673 loss_giou_4: 0.3226 time: 0.2800 data_time: 0.0319 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:21] d2.utils.events INFO: eta: 2:01:42 iter: 423959 total_loss: 4.802 loss_ce: 0.1922 loss_bbox: 0.1474 loss_giou: 0.3028 loss_ce_0: 0.4337 loss_bbox_0: 0.2531 loss_giou_0: 0.4733 loss_ce_1: 0.3182 loss_bbox_1: 0.1768 loss_giou_1: 0.3422 loss_ce_2: 0.2541 loss_bbox_2: 0.1568 loss_giou_2: 0.322 loss_ce_3: 0.2217 loss_bbox_3: 0.1578 loss_giou_3: 0.3106 loss_ce_4: 0.2042 loss_bbox_4: 0.1498 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0330 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:27] d2.utils.events INFO: eta: 2:01:35 iter: 423979 total_loss: 4.727 loss_ce: 0.1945 loss_bbox: 0.1526 loss_giou: 0.3085 loss_ce_0: 0.4199 loss_bbox_0: 0.2594 loss_giou_0: 0.454 loss_ce_1: 0.3148 loss_bbox_1: 0.1794 loss_giou_1: 0.3412 loss_ce_2: 0.2494 loss_bbox_2: 0.1637 loss_giou_2: 0.3228 loss_ce_3: 0.2212 loss_bbox_3: 0.1566 loss_giou_3: 0.3124 loss_ce_4: 0.2015 loss_bbox_4: 0.1571 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:33] d2.utils.events INFO: eta: 2:01:31 iter: 423999 total_loss: 4.87 loss_ce: 0.2124 loss_bbox: 0.1665 loss_giou: 0.3127 loss_ce_0: 0.4392 loss_bbox_0: 0.2699 loss_giou_0: 0.4583 loss_ce_1: 0.3137 loss_bbox_1: 0.1972 loss_giou_1: 0.3552 loss_ce_2: 0.261 loss_bbox_2: 0.1781 loss_giou_2: 0.3322 loss_ce_3: 0.2363 loss_bbox_3: 0.1714 loss_giou_3: 0.3221 loss_ce_4: 0.2188 loss_bbox_4: 0.1674 loss_giou_4: 0.3209 time: 0.2800 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:38] d2.utils.events INFO: eta: 2:01:30 iter: 424019 total_loss: 4.833 loss_ce: 0.2074 loss_bbox: 0.1485 loss_giou: 0.3126 loss_ce_0: 0.4367 loss_bbox_0: 0.2557 loss_giou_0: 0.4857 loss_ce_1: 0.3149 loss_bbox_1: 0.1733 loss_giou_1: 0.3594 loss_ce_2: 0.2585 loss_bbox_2: 0.162 loss_giou_2: 0.3311 loss_ce_3: 0.2269 loss_bbox_3: 0.1555 loss_giou_3: 0.3271 loss_ce_4: 0.2121 loss_bbox_4: 0.1529 loss_giou_4: 0.3163 time: 0.2800 data_time: 0.0340 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:44] d2.utils.events INFO: eta: 2:01:24 iter: 424039 total_loss: 4.569 loss_ce: 0.1865 loss_bbox: 0.1418 loss_giou: 0.2979 loss_ce_0: 0.4052 loss_bbox_0: 0.2544 loss_giou_0: 0.4681 loss_ce_1: 0.3084 loss_bbox_1: 0.1754 loss_giou_1: 0.3432 loss_ce_2: 0.2433 loss_bbox_2: 0.1556 loss_giou_2: 0.3162 loss_ce_3: 0.1968 loss_bbox_3: 0.1474 loss_giou_3: 0.3096 loss_ce_4: 0.1867 loss_bbox_4: 0.146 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0324 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:50] d2.utils.events INFO: eta: 2:01:16 iter: 424059 total_loss: 4.781 loss_ce: 0.2083 loss_bbox: 0.1582 loss_giou: 0.2962 loss_ce_0: 0.4387 loss_bbox_0: 0.2631 loss_giou_0: 0.4652 loss_ce_1: 0.3141 loss_bbox_1: 0.187 loss_giou_1: 0.3387 loss_ce_2: 0.257 loss_bbox_2: 0.1697 loss_giou_2: 0.3146 loss_ce_3: 0.232 loss_bbox_3: 0.1639 loss_giou_3: 0.3063 loss_ce_4: 0.2168 loss_bbox_4: 0.1611 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0237 lr: 2.5e-07 max_mem: 5427M [11/03 23:50:55] d2.utils.events INFO: eta: 2:01:14 iter: 424079 total_loss: 4.868 loss_ce: 0.2052 loss_bbox: 0.1635 loss_giou: 0.2735 loss_ce_0: 0.4468 loss_bbox_0: 0.2702 loss_giou_0: 0.4387 loss_ce_1: 0.3306 loss_bbox_1: 0.187 loss_giou_1: 0.3171 loss_ce_2: 0.2613 loss_bbox_2: 0.171 loss_giou_2: 0.2924 loss_ce_3: 0.2391 loss_bbox_3: 0.1721 loss_giou_3: 0.2904 loss_ce_4: 0.218 loss_bbox_4: 0.1659 loss_giou_4: 0.2873 time: 0.2800 data_time: 0.0317 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:01] d2.utils.events INFO: eta: 2:01:08 iter: 424099 total_loss: 4.807 loss_ce: 0.2039 loss_bbox: 0.1519 loss_giou: 0.3188 loss_ce_0: 0.4309 loss_bbox_0: 0.258 loss_giou_0: 0.4779 loss_ce_1: 0.324 loss_bbox_1: 0.1757 loss_giou_1: 0.3633 loss_ce_2: 0.2565 loss_bbox_2: 0.1622 loss_giou_2: 0.3401 loss_ce_3: 0.2264 loss_bbox_3: 0.1573 loss_giou_3: 0.3329 loss_ce_4: 0.2028 loss_bbox_4: 0.1547 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:07] d2.utils.events INFO: eta: 2:01:03 iter: 424119 total_loss: 4.672 loss_ce: 0.1956 loss_bbox: 0.1458 loss_giou: 0.294 loss_ce_0: 0.4074 loss_bbox_0: 0.2598 loss_giou_0: 0.4662 loss_ce_1: 0.3062 loss_bbox_1: 0.1773 loss_giou_1: 0.3335 loss_ce_2: 0.2383 loss_bbox_2: 0.158 loss_giou_2: 0.3125 loss_ce_3: 0.2179 loss_bbox_3: 0.15 loss_giou_3: 0.3028 loss_ce_4: 0.2018 loss_bbox_4: 0.149 loss_giou_4: 0.2996 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:12] d2.utils.events INFO: eta: 2:00:58 iter: 424139 total_loss: 4.634 loss_ce: 0.1759 loss_bbox: 0.1613 loss_giou: 0.2825 loss_ce_0: 0.4055 loss_bbox_0: 0.2604 loss_giou_0: 0.4503 loss_ce_1: 0.2853 loss_bbox_1: 0.1848 loss_giou_1: 0.3284 loss_ce_2: 0.2331 loss_bbox_2: 0.1733 loss_giou_2: 0.3005 loss_ce_3: 0.201 loss_bbox_3: 0.1638 loss_giou_3: 0.2934 loss_ce_4: 0.184 loss_bbox_4: 0.1625 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0212 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:18] d2.utils.events INFO: eta: 2:00:57 iter: 424159 total_loss: 4.838 loss_ce: 0.2099 loss_bbox: 0.1437 loss_giou: 0.3065 loss_ce_0: 0.4302 loss_bbox_0: 0.2582 loss_giou_0: 0.4863 loss_ce_1: 0.3207 loss_bbox_1: 0.1766 loss_giou_1: 0.3515 loss_ce_2: 0.2646 loss_bbox_2: 0.1592 loss_giou_2: 0.3263 loss_ce_3: 0.2303 loss_bbox_3: 0.1518 loss_giou_3: 0.3175 loss_ce_4: 0.2172 loss_bbox_4: 0.1465 loss_giou_4: 0.3132 time: 0.2800 data_time: 0.0253 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:24] d2.utils.events INFO: eta: 2:00:47 iter: 424179 total_loss: 4.999 loss_ce: 0.2141 loss_bbox: 0.1626 loss_giou: 0.3165 loss_ce_0: 0.437 loss_bbox_0: 0.2682 loss_giou_0: 0.4783 loss_ce_1: 0.3364 loss_bbox_1: 0.1948 loss_giou_1: 0.357 loss_ce_2: 0.2677 loss_bbox_2: 0.1726 loss_giou_2: 0.3271 loss_ce_3: 0.2283 loss_bbox_3: 0.167 loss_giou_3: 0.3278 loss_ce_4: 0.211 loss_bbox_4: 0.1637 loss_giou_4: 0.3223 time: 0.2800 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:29] d2.utils.events INFO: eta: 2:00:46 iter: 424199 total_loss: 4.611 loss_ce: 0.192 loss_bbox: 0.1467 loss_giou: 0.2938 loss_ce_0: 0.4334 loss_bbox_0: 0.2565 loss_giou_0: 0.4619 loss_ce_1: 0.2998 loss_bbox_1: 0.1807 loss_giou_1: 0.3325 loss_ce_2: 0.2434 loss_bbox_2: 0.1597 loss_giou_2: 0.3061 loss_ce_3: 0.2118 loss_bbox_3: 0.1507 loss_giou_3: 0.3103 loss_ce_4: 0.1918 loss_bbox_4: 0.1494 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:35] d2.utils.events INFO: eta: 2:00:41 iter: 424219 total_loss: 4.719 loss_ce: 0.197 loss_bbox: 0.1458 loss_giou: 0.3102 loss_ce_0: 0.4295 loss_bbox_0: 0.2555 loss_giou_0: 0.4755 loss_ce_1: 0.3095 loss_bbox_1: 0.1676 loss_giou_1: 0.3528 loss_ce_2: 0.2525 loss_bbox_2: 0.1588 loss_giou_2: 0.3245 loss_ce_3: 0.2153 loss_bbox_3: 0.1545 loss_giou_3: 0.3178 loss_ce_4: 0.2058 loss_bbox_4: 0.1472 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:41] d2.utils.events INFO: eta: 2:00:34 iter: 424239 total_loss: 4.82 loss_ce: 0.2046 loss_bbox: 0.1612 loss_giou: 0.3065 loss_ce_0: 0.4286 loss_bbox_0: 0.2746 loss_giou_0: 0.4791 loss_ce_1: 0.3187 loss_bbox_1: 0.1822 loss_giou_1: 0.3484 loss_ce_2: 0.2653 loss_bbox_2: 0.1689 loss_giou_2: 0.3296 loss_ce_3: 0.2268 loss_bbox_3: 0.1683 loss_giou_3: 0.3154 loss_ce_4: 0.2108 loss_bbox_4: 0.1589 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0325 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:47] d2.utils.events INFO: eta: 2:00:30 iter: 424259 total_loss: 4.579 loss_ce: 0.1938 loss_bbox: 0.1386 loss_giou: 0.2869 loss_ce_0: 0.4302 loss_bbox_0: 0.2525 loss_giou_0: 0.4492 loss_ce_1: 0.3141 loss_bbox_1: 0.1749 loss_giou_1: 0.3313 loss_ce_2: 0.2473 loss_bbox_2: 0.151 loss_giou_2: 0.3025 loss_ce_3: 0.2073 loss_bbox_3: 0.147 loss_giou_3: 0.2948 loss_ce_4: 0.1939 loss_bbox_4: 0.1406 loss_giou_4: 0.289 time: 0.2800 data_time: 0.0312 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:52] d2.utils.events INFO: eta: 2:00:27 iter: 424279 total_loss: 4.944 loss_ce: 0.2141 loss_bbox: 0.1463 loss_giou: 0.3143 loss_ce_0: 0.4336 loss_bbox_0: 0.2506 loss_giou_0: 0.4777 loss_ce_1: 0.3224 loss_bbox_1: 0.1764 loss_giou_1: 0.3618 loss_ce_2: 0.2612 loss_bbox_2: 0.1603 loss_giou_2: 0.3369 loss_ce_3: 0.2325 loss_bbox_3: 0.1553 loss_giou_3: 0.3368 loss_ce_4: 0.2238 loss_bbox_4: 0.1515 loss_giou_4: 0.3206 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/03 23:51:58] d2.utils.events INFO: eta: 2:00:20 iter: 424299 total_loss: 4.742 loss_ce: 0.2004 loss_bbox: 0.1554 loss_giou: 0.301 loss_ce_0: 0.4148 loss_bbox_0: 0.258 loss_giou_0: 0.4665 loss_ce_1: 0.3034 loss_bbox_1: 0.1854 loss_giou_1: 0.3516 loss_ce_2: 0.2455 loss_bbox_2: 0.1657 loss_giou_2: 0.325 loss_ce_3: 0.2186 loss_bbox_3: 0.1611 loss_giou_3: 0.3127 loss_ce_4: 0.2012 loss_bbox_4: 0.16 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:04] d2.utils.events INFO: eta: 2:00:15 iter: 424319 total_loss: 4.72 loss_ce: 0.1864 loss_bbox: 0.1432 loss_giou: 0.3098 loss_ce_0: 0.4084 loss_bbox_0: 0.2656 loss_giou_0: 0.5183 loss_ce_1: 0.3069 loss_bbox_1: 0.1658 loss_giou_1: 0.3623 loss_ce_2: 0.2363 loss_bbox_2: 0.1546 loss_giou_2: 0.3372 loss_ce_3: 0.2081 loss_bbox_3: 0.1468 loss_giou_3: 0.3219 loss_ce_4: 0.1955 loss_bbox_4: 0.1432 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0314 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:09] d2.utils.events INFO: eta: 2:00:08 iter: 424339 total_loss: 4.749 loss_ce: 0.2016 loss_bbox: 0.1572 loss_giou: 0.3122 loss_ce_0: 0.4318 loss_bbox_0: 0.2638 loss_giou_0: 0.4639 loss_ce_1: 0.3171 loss_bbox_1: 0.1858 loss_giou_1: 0.3542 loss_ce_2: 0.2638 loss_bbox_2: 0.1695 loss_giou_2: 0.3231 loss_ce_3: 0.2175 loss_bbox_3: 0.1642 loss_giou_3: 0.3167 loss_ce_4: 0.2012 loss_bbox_4: 0.159 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:15] d2.utils.events INFO: eta: 2:00:01 iter: 424359 total_loss: 4.637 loss_ce: 0.2016 loss_bbox: 0.1451 loss_giou: 0.2947 loss_ce_0: 0.402 loss_bbox_0: 0.2486 loss_giou_0: 0.4661 loss_ce_1: 0.2966 loss_bbox_1: 0.1736 loss_giou_1: 0.3446 loss_ce_2: 0.2491 loss_bbox_2: 0.1557 loss_giou_2: 0.3109 loss_ce_3: 0.2171 loss_bbox_3: 0.1458 loss_giou_3: 0.3054 loss_ce_4: 0.1982 loss_bbox_4: 0.147 loss_giou_4: 0.2975 time: 0.2800 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:21] d2.utils.events INFO: eta: 1:59:51 iter: 424379 total_loss: 4.771 loss_ce: 0.2166 loss_bbox: 0.1564 loss_giou: 0.2941 loss_ce_0: 0.4271 loss_bbox_0: 0.2632 loss_giou_0: 0.4484 loss_ce_1: 0.3093 loss_bbox_1: 0.181 loss_giou_1: 0.3371 loss_ce_2: 0.2474 loss_bbox_2: 0.1702 loss_giou_2: 0.3138 loss_ce_3: 0.2209 loss_bbox_3: 0.1623 loss_giou_3: 0.303 loss_ce_4: 0.2088 loss_bbox_4: 0.1597 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:26] d2.utils.events INFO: eta: 1:59:44 iter: 424399 total_loss: 4.853 loss_ce: 0.1915 loss_bbox: 0.1701 loss_giou: 0.2929 loss_ce_0: 0.4422 loss_bbox_0: 0.2954 loss_giou_0: 0.457 loss_ce_1: 0.3237 loss_bbox_1: 0.1913 loss_giou_1: 0.3315 loss_ce_2: 0.2512 loss_bbox_2: 0.1741 loss_giou_2: 0.3156 loss_ce_3: 0.216 loss_bbox_3: 0.1739 loss_giou_3: 0.3066 loss_ce_4: 0.1966 loss_bbox_4: 0.1717 loss_giou_4: 0.2993 time: 0.2800 data_time: 0.0210 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:32] d2.utils.events INFO: eta: 1:59:40 iter: 424419 total_loss: 4.555 loss_ce: 0.1842 loss_bbox: 0.1511 loss_giou: 0.2854 loss_ce_0: 0.411 loss_bbox_0: 0.2565 loss_giou_0: 0.44 loss_ce_1: 0.2992 loss_bbox_1: 0.1729 loss_giou_1: 0.3239 loss_ce_2: 0.2296 loss_bbox_2: 0.1621 loss_giou_2: 0.3049 loss_ce_3: 0.2024 loss_bbox_3: 0.1575 loss_giou_3: 0.2981 loss_ce_4: 0.1882 loss_bbox_4: 0.1547 loss_giou_4: 0.2895 time: 0.2800 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:38] d2.utils.events INFO: eta: 1:59:33 iter: 424439 total_loss: 4.467 loss_ce: 0.1893 loss_bbox: 0.145 loss_giou: 0.3037 loss_ce_0: 0.4115 loss_bbox_0: 0.2455 loss_giou_0: 0.4747 loss_ce_1: 0.2918 loss_bbox_1: 0.1706 loss_giou_1: 0.3451 loss_ce_2: 0.2481 loss_bbox_2: 0.1556 loss_giou_2: 0.3156 loss_ce_3: 0.2094 loss_bbox_3: 0.1518 loss_giou_3: 0.3127 loss_ce_4: 0.1923 loss_bbox_4: 0.1477 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:43] d2.utils.events INFO: eta: 1:59:27 iter: 424459 total_loss: 4.657 loss_ce: 0.1959 loss_bbox: 0.1572 loss_giou: 0.2922 loss_ce_0: 0.4071 loss_bbox_0: 0.2647 loss_giou_0: 0.4626 loss_ce_1: 0.3016 loss_bbox_1: 0.1836 loss_giou_1: 0.3279 loss_ce_2: 0.2434 loss_bbox_2: 0.1657 loss_giou_2: 0.3154 loss_ce_3: 0.2137 loss_bbox_3: 0.1631 loss_giou_3: 0.3 loss_ce_4: 0.1939 loss_bbox_4: 0.1616 loss_giou_4: 0.2914 time: 0.2800 data_time: 0.0302 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:49] d2.utils.events INFO: eta: 1:59:21 iter: 424479 total_loss: 4.736 loss_ce: 0.1996 loss_bbox: 0.1441 loss_giou: 0.3072 loss_ce_0: 0.4244 loss_bbox_0: 0.2506 loss_giou_0: 0.4628 loss_ce_1: 0.311 loss_bbox_1: 0.1707 loss_giou_1: 0.3481 loss_ce_2: 0.2518 loss_bbox_2: 0.1512 loss_giou_2: 0.3278 loss_ce_3: 0.221 loss_bbox_3: 0.1463 loss_giou_3: 0.3182 loss_ce_4: 0.2044 loss_bbox_4: 0.1452 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/03 23:52:55] d2.utils.events INFO: eta: 1:59:14 iter: 424499 total_loss: 4.705 loss_ce: 0.2125 loss_bbox: 0.1545 loss_giou: 0.2944 loss_ce_0: 0.4329 loss_bbox_0: 0.2666 loss_giou_0: 0.4515 loss_ce_1: 0.321 loss_bbox_1: 0.1854 loss_giou_1: 0.3287 loss_ce_2: 0.2644 loss_bbox_2: 0.1686 loss_giou_2: 0.3137 loss_ce_3: 0.2346 loss_bbox_3: 0.1599 loss_giou_3: 0.3072 loss_ce_4: 0.2174 loss_bbox_4: 0.1584 loss_giou_4: 0.2986 time: 0.2800 data_time: 0.0320 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:00] d2.utils.events INFO: eta: 1:59:05 iter: 424519 total_loss: 4.843 loss_ce: 0.2089 loss_bbox: 0.1474 loss_giou: 0.3102 loss_ce_0: 0.4294 loss_bbox_0: 0.2671 loss_giou_0: 0.4858 loss_ce_1: 0.309 loss_bbox_1: 0.1904 loss_giou_1: 0.3489 loss_ce_2: 0.2647 loss_bbox_2: 0.1686 loss_giou_2: 0.3303 loss_ce_3: 0.2216 loss_bbox_3: 0.1586 loss_giou_3: 0.3173 loss_ce_4: 0.2074 loss_bbox_4: 0.1518 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:06] d2.utils.events INFO: eta: 1:58:56 iter: 424539 total_loss: 4.491 loss_ce: 0.1886 loss_bbox: 0.1431 loss_giou: 0.2727 loss_ce_0: 0.4099 loss_bbox_0: 0.2573 loss_giou_0: 0.4316 loss_ce_1: 0.303 loss_bbox_1: 0.1717 loss_giou_1: 0.3082 loss_ce_2: 0.2392 loss_bbox_2: 0.1582 loss_giou_2: 0.2878 loss_ce_3: 0.2107 loss_bbox_3: 0.1504 loss_giou_3: 0.2803 loss_ce_4: 0.193 loss_bbox_4: 0.1473 loss_giou_4: 0.2757 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:12] d2.utils.events INFO: eta: 1:58:51 iter: 424559 total_loss: 4.878 loss_ce: 0.2072 loss_bbox: 0.1537 loss_giou: 0.3001 loss_ce_0: 0.425 loss_bbox_0: 0.2589 loss_giou_0: 0.4618 loss_ce_1: 0.3153 loss_bbox_1: 0.1806 loss_giou_1: 0.3527 loss_ce_2: 0.2513 loss_bbox_2: 0.1666 loss_giou_2: 0.3254 loss_ce_3: 0.2249 loss_bbox_3: 0.1637 loss_giou_3: 0.3122 loss_ce_4: 0.2064 loss_bbox_4: 0.1596 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:18] d2.utils.events INFO: eta: 1:58:48 iter: 424579 total_loss: 5.111 loss_ce: 0.2172 loss_bbox: 0.1687 loss_giou: 0.3266 loss_ce_0: 0.4399 loss_bbox_0: 0.2785 loss_giou_0: 0.5075 loss_ce_1: 0.3187 loss_bbox_1: 0.1928 loss_giou_1: 0.3785 loss_ce_2: 0.2614 loss_bbox_2: 0.1807 loss_giou_2: 0.347 loss_ce_3: 0.2358 loss_bbox_3: 0.1723 loss_giou_3: 0.3381 loss_ce_4: 0.2216 loss_bbox_4: 0.1717 loss_giou_4: 0.3339 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:23] d2.utils.events INFO: eta: 1:58:42 iter: 424599 total_loss: 4.93 loss_ce: 0.2198 loss_bbox: 0.1535 loss_giou: 0.3155 loss_ce_0: 0.4242 loss_bbox_0: 0.2698 loss_giou_0: 0.491 loss_ce_1: 0.3099 loss_bbox_1: 0.1923 loss_giou_1: 0.3762 loss_ce_2: 0.2626 loss_bbox_2: 0.1657 loss_giou_2: 0.3448 loss_ce_3: 0.2284 loss_bbox_3: 0.1605 loss_giou_3: 0.3331 loss_ce_4: 0.2206 loss_bbox_4: 0.1562 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0338 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:29] d2.utils.events INFO: eta: 1:58:37 iter: 424619 total_loss: 4.558 loss_ce: 0.1965 loss_bbox: 0.15 loss_giou: 0.2955 loss_ce_0: 0.4401 loss_bbox_0: 0.2579 loss_giou_0: 0.4501 loss_ce_1: 0.3104 loss_bbox_1: 0.1747 loss_giou_1: 0.331 loss_ce_2: 0.242 loss_bbox_2: 0.1556 loss_giou_2: 0.3078 loss_ce_3: 0.2165 loss_bbox_3: 0.1516 loss_giou_3: 0.3048 loss_ce_4: 0.1891 loss_bbox_4: 0.1508 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:35] d2.utils.events INFO: eta: 1:58:31 iter: 424639 total_loss: 4.611 loss_ce: 0.1935 loss_bbox: 0.1395 loss_giou: 0.2974 loss_ce_0: 0.425 loss_bbox_0: 0.2536 loss_giou_0: 0.463 loss_ce_1: 0.3001 loss_bbox_1: 0.1654 loss_giou_1: 0.343 loss_ce_2: 0.2492 loss_bbox_2: 0.1491 loss_giou_2: 0.3169 loss_ce_3: 0.2096 loss_bbox_3: 0.1438 loss_giou_3: 0.3048 loss_ce_4: 0.1981 loss_bbox_4: 0.1406 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:40] d2.utils.events INFO: eta: 1:58:25 iter: 424659 total_loss: 4.585 loss_ce: 0.1914 loss_bbox: 0.1406 loss_giou: 0.287 loss_ce_0: 0.4143 loss_bbox_0: 0.2451 loss_giou_0: 0.4471 loss_ce_1: 0.2982 loss_bbox_1: 0.1665 loss_giou_1: 0.3353 loss_ce_2: 0.239 loss_bbox_2: 0.1543 loss_giou_2: 0.3093 loss_ce_3: 0.2138 loss_bbox_3: 0.1418 loss_giou_3: 0.297 loss_ce_4: 0.1917 loss_bbox_4: 0.141 loss_giou_4: 0.2933 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:46] d2.utils.events INFO: eta: 1:58:20 iter: 424679 total_loss: 4.639 loss_ce: 0.2122 loss_bbox: 0.1592 loss_giou: 0.3006 loss_ce_0: 0.43 loss_bbox_0: 0.2706 loss_giou_0: 0.4664 loss_ce_1: 0.3202 loss_bbox_1: 0.1894 loss_giou_1: 0.3363 loss_ce_2: 0.2709 loss_bbox_2: 0.1731 loss_giou_2: 0.3169 loss_ce_3: 0.239 loss_bbox_3: 0.1688 loss_giou_3: 0.3056 loss_ce_4: 0.2252 loss_bbox_4: 0.1649 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:51] d2.utils.events INFO: eta: 1:58:14 iter: 424699 total_loss: 4.794 loss_ce: 0.1958 loss_bbox: 0.152 loss_giou: 0.3067 loss_ce_0: 0.4055 loss_bbox_0: 0.2572 loss_giou_0: 0.4815 loss_ce_1: 0.3046 loss_bbox_1: 0.1755 loss_giou_1: 0.3536 loss_ce_2: 0.2417 loss_bbox_2: 0.1607 loss_giou_2: 0.3288 loss_ce_3: 0.2124 loss_bbox_3: 0.1587 loss_giou_3: 0.3186 loss_ce_4: 0.1974 loss_bbox_4: 0.1543 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/03 23:53:57] d2.utils.events INFO: eta: 1:58:07 iter: 424719 total_loss: 4.666 loss_ce: 0.1955 loss_bbox: 0.1519 loss_giou: 0.2974 loss_ce_0: 0.4182 loss_bbox_0: 0.2589 loss_giou_0: 0.4625 loss_ce_1: 0.3108 loss_bbox_1: 0.1798 loss_giou_1: 0.3371 loss_ce_2: 0.2407 loss_bbox_2: 0.1654 loss_giou_2: 0.3146 loss_ce_3: 0.2085 loss_bbox_3: 0.1616 loss_giou_3: 0.3087 loss_ce_4: 0.1969 loss_bbox_4: 0.1552 loss_giou_4: 0.2993 time: 0.2800 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:03] d2.utils.events INFO: eta: 1:58:01 iter: 424739 total_loss: 5.042 loss_ce: 0.2117 loss_bbox: 0.1541 loss_giou: 0.3303 loss_ce_0: 0.4194 loss_bbox_0: 0.2721 loss_giou_0: 0.476 loss_ce_1: 0.3063 loss_bbox_1: 0.1851 loss_giou_1: 0.3677 loss_ce_2: 0.2509 loss_bbox_2: 0.1676 loss_giou_2: 0.3377 loss_ce_3: 0.2245 loss_bbox_3: 0.1608 loss_giou_3: 0.3345 loss_ce_4: 0.2137 loss_bbox_4: 0.1539 loss_giou_4: 0.332 time: 0.2800 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:08] d2.utils.events INFO: eta: 1:57:57 iter: 424759 total_loss: 4.608 loss_ce: 0.1871 loss_bbox: 0.147 loss_giou: 0.2945 loss_ce_0: 0.4103 loss_bbox_0: 0.2464 loss_giou_0: 0.4488 loss_ce_1: 0.2886 loss_bbox_1: 0.1716 loss_giou_1: 0.3336 loss_ce_2: 0.2436 loss_bbox_2: 0.1565 loss_giou_2: 0.3045 loss_ce_3: 0.2095 loss_bbox_3: 0.1496 loss_giou_3: 0.2965 loss_ce_4: 0.1953 loss_bbox_4: 0.1458 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:14] d2.utils.events INFO: eta: 1:57:52 iter: 424779 total_loss: 4.785 loss_ce: 0.2027 loss_bbox: 0.1462 loss_giou: 0.3034 loss_ce_0: 0.4387 loss_bbox_0: 0.2559 loss_giou_0: 0.463 loss_ce_1: 0.3167 loss_bbox_1: 0.1775 loss_giou_1: 0.3522 loss_ce_2: 0.2503 loss_bbox_2: 0.157 loss_giou_2: 0.3242 loss_ce_3: 0.213 loss_bbox_3: 0.1518 loss_giou_3: 0.3137 loss_ce_4: 0.2014 loss_bbox_4: 0.1468 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:20] d2.utils.events INFO: eta: 1:57:46 iter: 424799 total_loss: 4.458 loss_ce: 0.1847 loss_bbox: 0.1444 loss_giou: 0.3036 loss_ce_0: 0.417 loss_bbox_0: 0.2462 loss_giou_0: 0.4687 loss_ce_1: 0.2959 loss_bbox_1: 0.1761 loss_giou_1: 0.3396 loss_ce_2: 0.2418 loss_bbox_2: 0.1591 loss_giou_2: 0.3181 loss_ce_3: 0.2048 loss_bbox_3: 0.1493 loss_giou_3: 0.3105 loss_ce_4: 0.1842 loss_bbox_4: 0.1478 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0316 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:25] d2.utils.events INFO: eta: 1:57:39 iter: 424819 total_loss: 4.897 loss_ce: 0.1986 loss_bbox: 0.1482 loss_giou: 0.3156 loss_ce_0: 0.4353 loss_bbox_0: 0.2587 loss_giou_0: 0.4752 loss_ce_1: 0.3105 loss_bbox_1: 0.1765 loss_giou_1: 0.3601 loss_ce_2: 0.2456 loss_bbox_2: 0.1605 loss_giou_2: 0.3297 loss_ce_3: 0.2207 loss_bbox_3: 0.1554 loss_giou_3: 0.3245 loss_ce_4: 0.2045 loss_bbox_4: 0.1495 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:31] d2.utils.events INFO: eta: 1:57:32 iter: 424839 total_loss: 4.726 loss_ce: 0.2046 loss_bbox: 0.1531 loss_giou: 0.2961 loss_ce_0: 0.4382 loss_bbox_0: 0.2671 loss_giou_0: 0.4653 loss_ce_1: 0.3175 loss_bbox_1: 0.1834 loss_giou_1: 0.3442 loss_ce_2: 0.253 loss_bbox_2: 0.1674 loss_giou_2: 0.309 loss_ce_3: 0.2235 loss_bbox_3: 0.1608 loss_giou_3: 0.3039 loss_ce_4: 0.2087 loss_bbox_4: 0.1537 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:37] d2.utils.events INFO: eta: 1:57:27 iter: 424859 total_loss: 4.894 loss_ce: 0.205 loss_bbox: 0.1648 loss_giou: 0.3223 loss_ce_0: 0.4262 loss_bbox_0: 0.2542 loss_giou_0: 0.4868 loss_ce_1: 0.3207 loss_bbox_1: 0.1833 loss_giou_1: 0.3527 loss_ce_2: 0.2653 loss_bbox_2: 0.1717 loss_giou_2: 0.3289 loss_ce_3: 0.2246 loss_bbox_3: 0.1642 loss_giou_3: 0.329 loss_ce_4: 0.2043 loss_bbox_4: 0.1671 loss_giou_4: 0.3243 time: 0.2800 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:42] d2.utils.events INFO: eta: 1:57:24 iter: 424879 total_loss: 4.489 loss_ce: 0.1851 loss_bbox: 0.142 loss_giou: 0.2866 loss_ce_0: 0.4124 loss_bbox_0: 0.2467 loss_giou_0: 0.45 loss_ce_1: 0.2896 loss_bbox_1: 0.1728 loss_giou_1: 0.3266 loss_ce_2: 0.2299 loss_bbox_2: 0.1551 loss_giou_2: 0.3042 loss_ce_3: 0.189 loss_bbox_3: 0.148 loss_giou_3: 0.2959 loss_ce_4: 0.1855 loss_bbox_4: 0.1453 loss_giou_4: 0.2913 time: 0.2800 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:48] d2.utils.events INFO: eta: 1:57:19 iter: 424899 total_loss: 4.67 loss_ce: 0.1923 loss_bbox: 0.1524 loss_giou: 0.29 loss_ce_0: 0.4214 loss_bbox_0: 0.2584 loss_giou_0: 0.4651 loss_ce_1: 0.3054 loss_bbox_1: 0.188 loss_giou_1: 0.3474 loss_ce_2: 0.2412 loss_bbox_2: 0.1618 loss_giou_2: 0.3145 loss_ce_3: 0.2045 loss_bbox_3: 0.1565 loss_giou_3: 0.3085 loss_ce_4: 0.1885 loss_bbox_4: 0.1538 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:54] d2.utils.events INFO: eta: 1:57:16 iter: 424919 total_loss: 4.804 loss_ce: 0.2115 loss_bbox: 0.1539 loss_giou: 0.286 loss_ce_0: 0.4342 loss_bbox_0: 0.2585 loss_giou_0: 0.4544 loss_ce_1: 0.3244 loss_bbox_1: 0.1808 loss_giou_1: 0.3317 loss_ce_2: 0.2528 loss_bbox_2: 0.1657 loss_giou_2: 0.3104 loss_ce_3: 0.2253 loss_bbox_3: 0.1604 loss_giou_3: 0.2979 loss_ce_4: 0.2077 loss_bbox_4: 0.156 loss_giou_4: 0.2926 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/03 23:54:59] d2.utils.events INFO: eta: 1:57:07 iter: 424939 total_loss: 4.53 loss_ce: 0.1967 loss_bbox: 0.1442 loss_giou: 0.2876 loss_ce_0: 0.4165 loss_bbox_0: 0.2433 loss_giou_0: 0.4751 loss_ce_1: 0.3034 loss_bbox_1: 0.1683 loss_giou_1: 0.3415 loss_ce_2: 0.2524 loss_bbox_2: 0.1526 loss_giou_2: 0.3068 loss_ce_3: 0.2107 loss_bbox_3: 0.1499 loss_giou_3: 0.2955 loss_ce_4: 0.1952 loss_bbox_4: 0.1464 loss_giou_4: 0.2925 time: 0.2800 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:05] d2.utils.events INFO: eta: 1:57:01 iter: 424959 total_loss: 4.745 loss_ce: 0.1954 loss_bbox: 0.1403 loss_giou: 0.316 loss_ce_0: 0.4307 loss_bbox_0: 0.2528 loss_giou_0: 0.4851 loss_ce_1: 0.3032 loss_bbox_1: 0.1776 loss_giou_1: 0.358 loss_ce_2: 0.2494 loss_bbox_2: 0.1568 loss_giou_2: 0.3326 loss_ce_3: 0.2164 loss_bbox_3: 0.1514 loss_giou_3: 0.323 loss_ce_4: 0.2 loss_bbox_4: 0.1454 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:11] d2.utils.events INFO: eta: 1:56:56 iter: 424979 total_loss: 4.655 loss_ce: 0.1903 loss_bbox: 0.1476 loss_giou: 0.2851 loss_ce_0: 0.4326 loss_bbox_0: 0.2549 loss_giou_0: 0.4369 loss_ce_1: 0.3107 loss_bbox_1: 0.1711 loss_giou_1: 0.3232 loss_ce_2: 0.2521 loss_bbox_2: 0.1548 loss_giou_2: 0.3059 loss_ce_3: 0.2223 loss_bbox_3: 0.1494 loss_giou_3: 0.2946 loss_ce_4: 0.1958 loss_bbox_4: 0.1487 loss_giou_4: 0.2887 time: 0.2800 data_time: 0.0217 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:16] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0424999.pth [11/03 23:55:18] d2.utils.events INFO: eta: 1:56:47 iter: 424999 total_loss: 4.567 loss_ce: 0.1907 loss_bbox: 0.146 loss_giou: 0.2841 loss_ce_0: 0.4159 loss_bbox_0: 0.2534 loss_giou_0: 0.4412 loss_ce_1: 0.2944 loss_bbox_1: 0.1771 loss_giou_1: 0.3204 loss_ce_2: 0.2332 loss_bbox_2: 0.1643 loss_giou_2: 0.3053 loss_ce_3: 0.2183 loss_bbox_3: 0.1608 loss_giou_3: 0.2969 loss_ce_4: 0.2026 loss_bbox_4: 0.1552 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:24] d2.utils.events INFO: eta: 1:56:41 iter: 425019 total_loss: 4.923 loss_ce: 0.2108 loss_bbox: 0.1507 loss_giou: 0.303 loss_ce_0: 0.4387 loss_bbox_0: 0.2643 loss_giou_0: 0.4998 loss_ce_1: 0.3111 loss_bbox_1: 0.1765 loss_giou_1: 0.3516 loss_ce_2: 0.2611 loss_bbox_2: 0.1575 loss_giou_2: 0.3232 loss_ce_3: 0.2286 loss_bbox_3: 0.1537 loss_giou_3: 0.3142 loss_ce_4: 0.2095 loss_bbox_4: 0.1512 loss_giou_4: 0.3086 time: 0.2800 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:30] d2.utils.events INFO: eta: 1:56:36 iter: 425039 total_loss: 4.836 loss_ce: 0.1952 loss_bbox: 0.1342 loss_giou: 0.3073 loss_ce_0: 0.433 loss_bbox_0: 0.2461 loss_giou_0: 0.4987 loss_ce_1: 0.3148 loss_bbox_1: 0.1633 loss_giou_1: 0.3599 loss_ce_2: 0.2519 loss_bbox_2: 0.1453 loss_giou_2: 0.3301 loss_ce_3: 0.2211 loss_bbox_3: 0.1418 loss_giou_3: 0.3182 loss_ce_4: 0.2049 loss_bbox_4: 0.1392 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:35] d2.utils.events INFO: eta: 1:56:33 iter: 425059 total_loss: 4.757 loss_ce: 0.1919 loss_bbox: 0.155 loss_giou: 0.2978 loss_ce_0: 0.4149 loss_bbox_0: 0.2557 loss_giou_0: 0.4653 loss_ce_1: 0.3025 loss_bbox_1: 0.1823 loss_giou_1: 0.346 loss_ce_2: 0.2339 loss_bbox_2: 0.165 loss_giou_2: 0.3161 loss_ce_3: 0.2153 loss_bbox_3: 0.1585 loss_giou_3: 0.307 loss_ce_4: 0.1943 loss_bbox_4: 0.1562 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:41] d2.utils.events INFO: eta: 1:56:27 iter: 425079 total_loss: 4.558 loss_ce: 0.1903 loss_bbox: 0.1589 loss_giou: 0.2806 loss_ce_0: 0.4265 loss_bbox_0: 0.2607 loss_giou_0: 0.457 loss_ce_1: 0.3158 loss_bbox_1: 0.1768 loss_giou_1: 0.3205 loss_ce_2: 0.2501 loss_bbox_2: 0.166 loss_giou_2: 0.2965 loss_ce_3: 0.2139 loss_bbox_3: 0.1605 loss_giou_3: 0.2845 loss_ce_4: 0.1965 loss_bbox_4: 0.1582 loss_giou_4: 0.285 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:47] d2.utils.events INFO: eta: 1:56:22 iter: 425099 total_loss: 4.793 loss_ce: 0.1964 loss_bbox: 0.1568 loss_giou: 0.2924 loss_ce_0: 0.4307 loss_bbox_0: 0.2533 loss_giou_0: 0.4653 loss_ce_1: 0.3166 loss_bbox_1: 0.1815 loss_giou_1: 0.3445 loss_ce_2: 0.2555 loss_bbox_2: 0.1664 loss_giou_2: 0.3114 loss_ce_3: 0.2104 loss_bbox_3: 0.1602 loss_giou_3: 0.3042 loss_ce_4: 0.2054 loss_bbox_4: 0.1586 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0318 lr: 2.5e-07 max_mem: 5427M [11/03 23:55:52] d2.utils.events INFO: eta: 1:56:16 iter: 425119 total_loss: 4.621 loss_ce: 0.1999 loss_bbox: 0.1473 loss_giou: 0.3216 loss_ce_0: 0.4109 loss_bbox_0: 0.2414 loss_giou_0: 0.4759 loss_ce_1: 0.3063 loss_bbox_1: 0.1738 loss_giou_1: 0.3643 loss_ce_2: 0.247 loss_bbox_2: 0.1551 loss_giou_2: 0.3412 loss_ce_3: 0.2162 loss_bbox_3: 0.1523 loss_giou_3: 0.3249 loss_ce_4: 0.2016 loss_bbox_4: 0.1486 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0317 lr: 2.5e-07 max_mem: 5427M [11/03 23:56:00] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 2.14 seconds. [11/03 23:56:00] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/03 23:56:02] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/03 23:56:02] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/03 23:56:02] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/03 23:56:02] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/03 23:56:04] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/03 23:56:12] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0013 s/iter. Inference: 0.0464 s/iter. Eval: 0.0003 s/iter. Total: 0.0480 s/iter. ETA=0:00:29 [11/03 23:56:17] d2.evaluation.evaluator INFO: Inference done 105/625. Dataloading: 0.0030 s/iter. Inference: 0.0494 s/iter. Eval: 0.0005 s/iter. Total: 0.0530 s/iter. ETA=0:00:27 [11/03 23:56:22] d2.evaluation.evaluator INFO: Inference done 203/625. Dataloading: 0.0030 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0521 s/iter. ETA=0:00:21 [11/03 23:56:28] d2.evaluation.evaluator INFO: Inference done 294/625. Dataloading: 0.0030 s/iter. Inference: 0.0525 s/iter. Eval: 0.0004 s/iter. Total: 0.0559 s/iter. ETA=0:00:18 [11/03 23:56:33] d2.evaluation.evaluator INFO: Inference done 391/625. Dataloading: 0.0029 s/iter. Inference: 0.0514 s/iter. Eval: 0.0004 s/iter. Total: 0.0548 s/iter. ETA=0:00:12 [11/03 23:56:38] d2.evaluation.evaluator INFO: Inference done 490/625. Dataloading: 0.0028 s/iter. Inference: 0.0507 s/iter. Eval: 0.0004 s/iter. Total: 0.0540 s/iter. ETA=0:00:07 [11/03 23:56:43] d2.evaluation.evaluator INFO: Inference done 623/625. Dataloading: 0.0025 s/iter. Inference: 0.0475 s/iter. Eval: 0.0004 s/iter. Total: 0.0505 s/iter. ETA=0:00:00 [11/03 23:56:43] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.567653 (0.050916 s / iter per device, on 8 devices) [11/03 23:56:43] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:29 (0.047468 s / iter per device, on 8 devices) [11/03 23:56:54] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/03 23:56:55] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/03 23:56:57] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/03 23:57:01] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/03 23:57:16] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.88 seconds. [11/03 23:57:17] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/03 23:57:19] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.94 seconds. [11/03 23:57:19] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 45.096 | 64.424 | 48.133 | 27.037 | 47.762 | 60.958 | [11/03 23:57:19] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.725 | bicycle | 32.062 | car | 45.162 | | motorcycle | 45.938 | airplane | 70.727 | bus | 67.386 | | train | 66.594 | truck | 40.516 | boat | 28.644 | | traffic light | 27.662 | fire hydrant | 71.476 | stop sign | 68.267 | | parking meter | 47.033 | bench | 27.872 | bird | 39.743 | | cat | 74.800 | dog | 68.496 | horse | 62.653 | | sheep | 54.384 | cow | 61.629 | elephant | 66.636 | | bear | 75.710 | zebra | 69.127 | giraffe | 69.128 | | backpack | 16.815 | umbrella | 39.852 | handbag | 18.004 | | tie | 33.847 | suitcase | 45.744 | frisbee | 70.201 | | skis | 28.336 | snowboard | 45.462 | sports ball | 49.137 | | kite | 47.275 | baseball bat | 35.079 | baseball glove | 42.576 | | skateboard | 57.874 | surfboard | 41.868 | tennis racket | 51.391 | | bottle | 39.630 | wine glass | 35.405 | cup | 43.735 | | fork | 38.965 | knife | 20.687 | spoon | 22.002 | | bowl | 45.489 | banana | 24.793 | apple | 22.697 | | sandwich | 41.652 | orange | 31.708 | broccoli | 23.121 | | carrot | 22.568 | hot dog | 41.333 | pizza | 56.555 | | donut | 51.151 | cake | 38.894 | chair | 28.941 | | couch | 49.246 | potted plant | 27.893 | bed | 51.578 | | dining table | 31.602 | toilet | 63.009 | tv | 59.357 | | laptop | 63.535 | mouse | 62.422 | remote | 37.582 | | keyboard | 52.734 | cell phone | 39.085 | microwave | 63.397 | | oven | 36.757 | toaster | 41.606 | sink | 37.515 | | refrigerator | 62.722 | book | 15.009 | clock | 50.769 | | vase | 41.077 | scissors | 40.960 | teddy bear | 49.141 | | hair drier | 8.412 | toothbrush | 32.117 | | | [11/03 23:57:20] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/03 23:57:20] d2.evaluation.testing INFO: copypaste: Task: bbox [11/03 23:57:20] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/03 23:57:20] d2.evaluation.testing INFO: copypaste: 45.0961,64.4240,48.1333,27.0370,47.7617,60.9584 [11/03 23:57:20] d2.utils.events INFO: eta: 1:56:08 iter: 425139 total_loss: 4.429 loss_ce: 0.1947 loss_bbox: 0.1293 loss_giou: 0.2737 loss_ce_0: 0.4336 loss_bbox_0: 0.2369 loss_giou_0: 0.4397 loss_ce_1: 0.3072 loss_bbox_1: 0.1654 loss_giou_1: 0.3223 loss_ce_2: 0.2489 loss_bbox_2: 0.1458 loss_giou_2: 0.2947 loss_ce_3: 0.2179 loss_bbox_3: 0.1394 loss_giou_3: 0.2869 loss_ce_4: 0.203 loss_bbox_4: 0.1332 loss_giou_4: 0.2756 time: 0.2800 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/03 23:57:26] d2.utils.events INFO: eta: 1:55:58 iter: 425159 total_loss: 4.767 loss_ce: 0.1849 loss_bbox: 0.1532 loss_giou: 0.301 loss_ce_0: 0.4258 loss_bbox_0: 0.263 loss_giou_0: 0.4604 loss_ce_1: 0.3038 loss_bbox_1: 0.184 loss_giou_1: 0.3484 loss_ce_2: 0.2384 loss_bbox_2: 0.1694 loss_giou_2: 0.3172 loss_ce_3: 0.212 loss_bbox_3: 0.1596 loss_giou_3: 0.3003 loss_ce_4: 0.1978 loss_bbox_4: 0.1559 loss_giou_4: 0.3005 time: 0.2800 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/03 23:57:31] d2.utils.events INFO: eta: 1:55:54 iter: 425179 total_loss: 4.96 loss_ce: 0.2072 loss_bbox: 0.1558 loss_giou: 0.3046 loss_ce_0: 0.4247 loss_bbox_0: 0.2626 loss_giou_0: 0.4701 loss_ce_1: 0.3248 loss_bbox_1: 0.1873 loss_giou_1: 0.3498 loss_ce_2: 0.2658 loss_bbox_2: 0.1681 loss_giou_2: 0.3288 loss_ce_3: 0.2372 loss_bbox_3: 0.1596 loss_giou_3: 0.3183 loss_ce_4: 0.2156 loss_bbox_4: 0.1609 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0253 lr: 2.5e-07 max_mem: 5427M [11/03 23:57:37] d2.utils.events INFO: eta: 1:55:49 iter: 425199 total_loss: 4.731 loss_ce: 0.193 loss_bbox: 0.1439 loss_giou: 0.3101 loss_ce_0: 0.4155 loss_bbox_0: 0.2453 loss_giou_0: 0.497 loss_ce_1: 0.3044 loss_bbox_1: 0.1683 loss_giou_1: 0.3535 loss_ce_2: 0.2468 loss_bbox_2: 0.1546 loss_giou_2: 0.3287 loss_ce_3: 0.2133 loss_bbox_3: 0.155 loss_giou_3: 0.3202 loss_ce_4: 0.1966 loss_bbox_4: 0.1449 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0226 lr: 2.5e-07 max_mem: 5427M [11/03 23:57:42] d2.utils.events INFO: eta: 1:55:40 iter: 425219 total_loss: 4.573 loss_ce: 0.1873 loss_bbox: 0.1449 loss_giou: 0.283 loss_ce_0: 0.4168 loss_bbox_0: 0.244 loss_giou_0: 0.439 loss_ce_1: 0.2994 loss_bbox_1: 0.1687 loss_giou_1: 0.326 loss_ce_2: 0.2452 loss_bbox_2: 0.1517 loss_giou_2: 0.2963 loss_ce_3: 0.2034 loss_bbox_3: 0.148 loss_giou_3: 0.2922 loss_ce_4: 0.1886 loss_bbox_4: 0.1445 loss_giou_4: 0.2872 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/03 23:57:48] d2.utils.events INFO: eta: 1:55:34 iter: 425239 total_loss: 4.712 loss_ce: 0.2077 loss_bbox: 0.16 loss_giou: 0.2905 loss_ce_0: 0.4364 loss_bbox_0: 0.2677 loss_giou_0: 0.4633 loss_ce_1: 0.3292 loss_bbox_1: 0.1918 loss_giou_1: 0.3315 loss_ce_2: 0.2598 loss_bbox_2: 0.1774 loss_giou_2: 0.3085 loss_ce_3: 0.2286 loss_bbox_3: 0.1671 loss_giou_3: 0.298 loss_ce_4: 0.2055 loss_bbox_4: 0.163 loss_giou_4: 0.295 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/03 23:57:55] d2.utils.events INFO: eta: 1:55:27 iter: 425259 total_loss: 4.8 loss_ce: 0.1955 loss_bbox: 0.1532 loss_giou: 0.3195 loss_ce_0: 0.4156 loss_bbox_0: 0.2619 loss_giou_0: 0.4953 loss_ce_1: 0.3215 loss_bbox_1: 0.1827 loss_giou_1: 0.3672 loss_ce_2: 0.2445 loss_bbox_2: 0.1722 loss_giou_2: 0.3441 loss_ce_3: 0.217 loss_bbox_3: 0.1659 loss_giou_3: 0.3307 loss_ce_4: 0.2005 loss_bbox_4: 0.1577 loss_giou_4: 0.3235 time: 0.2800 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:00] d2.utils.events INFO: eta: 1:55:22 iter: 425279 total_loss: 4.718 loss_ce: 0.1975 loss_bbox: 0.1558 loss_giou: 0.2895 loss_ce_0: 0.4253 loss_bbox_0: 0.2629 loss_giou_0: 0.4568 loss_ce_1: 0.3165 loss_bbox_1: 0.1821 loss_giou_1: 0.3444 loss_ce_2: 0.2436 loss_bbox_2: 0.1633 loss_giou_2: 0.3154 loss_ce_3: 0.216 loss_bbox_3: 0.159 loss_giou_3: 0.3053 loss_ce_4: 0.2001 loss_bbox_4: 0.1551 loss_giou_4: 0.292 time: 0.2800 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:06] d2.utils.events INFO: eta: 1:55:18 iter: 425299 total_loss: 4.622 loss_ce: 0.1881 loss_bbox: 0.1517 loss_giou: 0.2874 loss_ce_0: 0.4157 loss_bbox_0: 0.264 loss_giou_0: 0.4563 loss_ce_1: 0.3019 loss_bbox_1: 0.177 loss_giou_1: 0.3297 loss_ce_2: 0.2446 loss_bbox_2: 0.1609 loss_giou_2: 0.3044 loss_ce_3: 0.2087 loss_bbox_3: 0.1577 loss_giou_3: 0.2971 loss_ce_4: 0.191 loss_bbox_4: 0.1526 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:12] d2.utils.events INFO: eta: 1:55:11 iter: 425319 total_loss: 5.101 loss_ce: 0.2118 loss_bbox: 0.1696 loss_giou: 0.3341 loss_ce_0: 0.4292 loss_bbox_0: 0.2654 loss_giou_0: 0.5032 loss_ce_1: 0.3143 loss_bbox_1: 0.1888 loss_giou_1: 0.3727 loss_ce_2: 0.2591 loss_bbox_2: 0.1773 loss_giou_2: 0.3526 loss_ce_3: 0.2378 loss_bbox_3: 0.1755 loss_giou_3: 0.3424 loss_ce_4: 0.2147 loss_bbox_4: 0.1709 loss_giou_4: 0.3405 time: 0.2800 data_time: 0.0319 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:17] d2.utils.events INFO: eta: 1:55:07 iter: 425339 total_loss: 4.762 loss_ce: 0.2042 loss_bbox: 0.1589 loss_giou: 0.3154 loss_ce_0: 0.4407 loss_bbox_0: 0.2657 loss_giou_0: 0.4698 loss_ce_1: 0.3173 loss_bbox_1: 0.1851 loss_giou_1: 0.3605 loss_ce_2: 0.2549 loss_bbox_2: 0.1698 loss_giou_2: 0.3338 loss_ce_3: 0.2187 loss_bbox_3: 0.1627 loss_giou_3: 0.3224 loss_ce_4: 0.2069 loss_bbox_4: 0.1601 loss_giou_4: 0.3186 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:23] d2.utils.events INFO: eta: 1:55:00 iter: 425359 total_loss: 4.64 loss_ce: 0.2068 loss_bbox: 0.1406 loss_giou: 0.3101 loss_ce_0: 0.4129 loss_bbox_0: 0.2449 loss_giou_0: 0.4823 loss_ce_1: 0.2963 loss_bbox_1: 0.1706 loss_giou_1: 0.3635 loss_ce_2: 0.2419 loss_bbox_2: 0.1464 loss_giou_2: 0.3295 loss_ce_3: 0.2176 loss_bbox_3: 0.1455 loss_giou_3: 0.3177 loss_ce_4: 0.198 loss_bbox_4: 0.14 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:29] d2.utils.events INFO: eta: 1:54:55 iter: 425379 total_loss: 4.656 loss_ce: 0.1972 loss_bbox: 0.1479 loss_giou: 0.3051 loss_ce_0: 0.4244 loss_bbox_0: 0.25 loss_giou_0: 0.467 loss_ce_1: 0.3161 loss_bbox_1: 0.175 loss_giou_1: 0.3456 loss_ce_2: 0.2476 loss_bbox_2: 0.1619 loss_giou_2: 0.3236 loss_ce_3: 0.2147 loss_bbox_3: 0.1549 loss_giou_3: 0.3132 loss_ce_4: 0.2054 loss_bbox_4: 0.1517 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:34] d2.utils.events INFO: eta: 1:54:50 iter: 425399 total_loss: 4.397 loss_ce: 0.1758 loss_bbox: 0.1509 loss_giou: 0.2891 loss_ce_0: 0.4166 loss_bbox_0: 0.258 loss_giou_0: 0.438 loss_ce_1: 0.3003 loss_bbox_1: 0.1794 loss_giou_1: 0.3246 loss_ce_2: 0.2235 loss_bbox_2: 0.164 loss_giou_2: 0.3045 loss_ce_3: 0.1876 loss_bbox_3: 0.158 loss_giou_3: 0.3005 loss_ce_4: 0.1779 loss_bbox_4: 0.1542 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:40] d2.utils.events INFO: eta: 1:54:43 iter: 425419 total_loss: 4.988 loss_ce: 0.2279 loss_bbox: 0.1477 loss_giou: 0.2955 loss_ce_0: 0.4448 loss_bbox_0: 0.2634 loss_giou_0: 0.4399 loss_ce_1: 0.3433 loss_bbox_1: 0.1833 loss_giou_1: 0.3371 loss_ce_2: 0.2812 loss_bbox_2: 0.1577 loss_giou_2: 0.3165 loss_ce_3: 0.236 loss_bbox_3: 0.1541 loss_giou_3: 0.3048 loss_ce_4: 0.2289 loss_bbox_4: 0.1481 loss_giou_4: 0.2978 time: 0.2800 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:45] d2.utils.events INFO: eta: 1:54:36 iter: 425439 total_loss: 4.767 loss_ce: 0.1932 loss_bbox: 0.1589 loss_giou: 0.2975 loss_ce_0: 0.4144 loss_bbox_0: 0.2586 loss_giou_0: 0.4585 loss_ce_1: 0.2981 loss_bbox_1: 0.188 loss_giou_1: 0.3442 loss_ce_2: 0.2415 loss_bbox_2: 0.1755 loss_giou_2: 0.3243 loss_ce_3: 0.213 loss_bbox_3: 0.1664 loss_giou_3: 0.3144 loss_ce_4: 0.2019 loss_bbox_4: 0.1585 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:51] d2.utils.events INFO: eta: 1:54:31 iter: 425459 total_loss: 4.628 loss_ce: 0.2031 loss_bbox: 0.147 loss_giou: 0.2975 loss_ce_0: 0.4267 loss_bbox_0: 0.2552 loss_giou_0: 0.4721 loss_ce_1: 0.3112 loss_bbox_1: 0.1698 loss_giou_1: 0.3437 loss_ce_2: 0.2598 loss_bbox_2: 0.1568 loss_giou_2: 0.3212 loss_ce_3: 0.2179 loss_bbox_3: 0.1521 loss_giou_3: 0.3095 loss_ce_4: 0.2011 loss_bbox_4: 0.1477 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/03 23:58:57] d2.utils.events INFO: eta: 1:54:25 iter: 425479 total_loss: 4.578 loss_ce: 0.1955 loss_bbox: 0.1471 loss_giou: 0.3015 loss_ce_0: 0.4104 loss_bbox_0: 0.2524 loss_giou_0: 0.478 loss_ce_1: 0.2953 loss_bbox_1: 0.1778 loss_giou_1: 0.3565 loss_ce_2: 0.2362 loss_bbox_2: 0.1597 loss_giou_2: 0.3288 loss_ce_3: 0.2071 loss_bbox_3: 0.1551 loss_giou_3: 0.3153 loss_ce_4: 0.1941 loss_bbox_4: 0.1503 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:03] d2.utils.events INFO: eta: 1:54:22 iter: 425499 total_loss: 5.098 loss_ce: 0.2161 loss_bbox: 0.1483 loss_giou: 0.3215 loss_ce_0: 0.428 loss_bbox_0: 0.2437 loss_giou_0: 0.4767 loss_ce_1: 0.3181 loss_bbox_1: 0.1709 loss_giou_1: 0.3707 loss_ce_2: 0.2636 loss_bbox_2: 0.1619 loss_giou_2: 0.3411 loss_ce_3: 0.2408 loss_bbox_3: 0.1539 loss_giou_3: 0.3324 loss_ce_4: 0.2256 loss_bbox_4: 0.1496 loss_giou_4: 0.3266 time: 0.2800 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:08] d2.utils.events INFO: eta: 1:54:16 iter: 425519 total_loss: 4.639 loss_ce: 0.1973 loss_bbox: 0.1399 loss_giou: 0.3011 loss_ce_0: 0.4317 loss_bbox_0: 0.238 loss_giou_0: 0.4547 loss_ce_1: 0.307 loss_bbox_1: 0.1691 loss_giou_1: 0.3527 loss_ce_2: 0.2592 loss_bbox_2: 0.1535 loss_giou_2: 0.3238 loss_ce_3: 0.2257 loss_bbox_3: 0.1459 loss_giou_3: 0.3091 loss_ce_4: 0.2022 loss_bbox_4: 0.1407 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0311 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:14] d2.utils.events INFO: eta: 1:54:12 iter: 425539 total_loss: 4.61 loss_ce: 0.1878 loss_bbox: 0.1399 loss_giou: 0.3016 loss_ce_0: 0.4141 loss_bbox_0: 0.2477 loss_giou_0: 0.4524 loss_ce_1: 0.3025 loss_bbox_1: 0.1692 loss_giou_1: 0.3524 loss_ce_2: 0.2403 loss_bbox_2: 0.1501 loss_giou_2: 0.3224 loss_ce_3: 0.2189 loss_bbox_3: 0.1431 loss_giou_3: 0.3137 loss_ce_4: 0.1973 loss_bbox_4: 0.1423 loss_giou_4: 0.3063 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:20] d2.utils.events INFO: eta: 1:54:08 iter: 425559 total_loss: 4.808 loss_ce: 0.2027 loss_bbox: 0.1495 loss_giou: 0.304 loss_ce_0: 0.4143 loss_bbox_0: 0.2511 loss_giou_0: 0.4812 loss_ce_1: 0.3037 loss_bbox_1: 0.1753 loss_giou_1: 0.3589 loss_ce_2: 0.2518 loss_bbox_2: 0.1541 loss_giou_2: 0.3314 loss_ce_3: 0.2244 loss_bbox_3: 0.1528 loss_giou_3: 0.3213 loss_ce_4: 0.2112 loss_bbox_4: 0.1522 loss_giou_4: 0.3091 time: 0.2800 data_time: 0.0325 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:25] d2.utils.events INFO: eta: 1:54:01 iter: 425579 total_loss: 4.735 loss_ce: 0.1974 loss_bbox: 0.1592 loss_giou: 0.3057 loss_ce_0: 0.4128 loss_bbox_0: 0.2635 loss_giou_0: 0.4541 loss_ce_1: 0.3023 loss_bbox_1: 0.1838 loss_giou_1: 0.3489 loss_ce_2: 0.2414 loss_bbox_2: 0.1707 loss_giou_2: 0.3265 loss_ce_3: 0.2192 loss_bbox_3: 0.1667 loss_giou_3: 0.3179 loss_ce_4: 0.2046 loss_bbox_4: 0.1648 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:31] d2.utils.events INFO: eta: 1:53:57 iter: 425599 total_loss: 4.968 loss_ce: 0.2108 loss_bbox: 0.1621 loss_giou: 0.3216 loss_ce_0: 0.4443 loss_bbox_0: 0.2607 loss_giou_0: 0.5022 loss_ce_1: 0.3365 loss_bbox_1: 0.1854 loss_giou_1: 0.3726 loss_ce_2: 0.2765 loss_bbox_2: 0.1712 loss_giou_2: 0.3408 loss_ce_3: 0.2339 loss_bbox_3: 0.1644 loss_giou_3: 0.3341 loss_ce_4: 0.212 loss_bbox_4: 0.1625 loss_giou_4: 0.3256 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:37] d2.utils.events INFO: eta: 1:53:51 iter: 425619 total_loss: 4.952 loss_ce: 0.2132 loss_bbox: 0.145 loss_giou: 0.3222 loss_ce_0: 0.4346 loss_bbox_0: 0.2484 loss_giou_0: 0.4861 loss_ce_1: 0.3146 loss_bbox_1: 0.1735 loss_giou_1: 0.3582 loss_ce_2: 0.2559 loss_bbox_2: 0.154 loss_giou_2: 0.3307 loss_ce_3: 0.2296 loss_bbox_3: 0.1501 loss_giou_3: 0.3324 loss_ce_4: 0.2196 loss_bbox_4: 0.1472 loss_giou_4: 0.3277 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:42] d2.utils.events INFO: eta: 1:53:46 iter: 425639 total_loss: 4.686 loss_ce: 0.2 loss_bbox: 0.1537 loss_giou: 0.2808 loss_ce_0: 0.4107 loss_bbox_0: 0.2651 loss_giou_0: 0.4546 loss_ce_1: 0.3102 loss_bbox_1: 0.1809 loss_giou_1: 0.3373 loss_ce_2: 0.25 loss_bbox_2: 0.1677 loss_giou_2: 0.3037 loss_ce_3: 0.2215 loss_bbox_3: 0.1574 loss_giou_3: 0.2912 loss_ce_4: 0.2036 loss_bbox_4: 0.1545 loss_giou_4: 0.2858 time: 0.2800 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:48] d2.utils.events INFO: eta: 1:53:41 iter: 425659 total_loss: 4.779 loss_ce: 0.1915 loss_bbox: 0.1462 loss_giou: 0.2951 loss_ce_0: 0.4173 loss_bbox_0: 0.2611 loss_giou_0: 0.4792 loss_ce_1: 0.3078 loss_bbox_1: 0.1781 loss_giou_1: 0.3503 loss_ce_2: 0.2425 loss_bbox_2: 0.1606 loss_giou_2: 0.3219 loss_ce_3: 0.21 loss_bbox_3: 0.1559 loss_giou_3: 0.3048 loss_ce_4: 0.1944 loss_bbox_4: 0.1503 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:54] d2.utils.events INFO: eta: 1:53:34 iter: 425679 total_loss: 4.365 loss_ce: 0.1816 loss_bbox: 0.1504 loss_giou: 0.2733 loss_ce_0: 0.3903 loss_bbox_0: 0.2549 loss_giou_0: 0.4462 loss_ce_1: 0.2983 loss_bbox_1: 0.1767 loss_giou_1: 0.3195 loss_ce_2: 0.2414 loss_bbox_2: 0.1645 loss_giou_2: 0.2945 loss_ce_3: 0.2082 loss_bbox_3: 0.16 loss_giou_3: 0.2877 loss_ce_4: 0.1922 loss_bbox_4: 0.1547 loss_giou_4: 0.2807 time: 0.2800 data_time: 0.0325 lr: 2.5e-07 max_mem: 5427M [11/03 23:59:59] d2.utils.events INFO: eta: 1:53:29 iter: 425699 total_loss: 4.713 loss_ce: 0.1964 loss_bbox: 0.1607 loss_giou: 0.2917 loss_ce_0: 0.4155 loss_bbox_0: 0.2628 loss_giou_0: 0.4455 loss_ce_1: 0.3128 loss_bbox_1: 0.1841 loss_giou_1: 0.3264 loss_ce_2: 0.2494 loss_bbox_2: 0.1695 loss_giou_2: 0.3107 loss_ce_3: 0.2165 loss_bbox_3: 0.1627 loss_giou_3: 0.3054 loss_ce_4: 0.2045 loss_bbox_4: 0.1631 loss_giou_4: 0.2921 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:05] d2.utils.events INFO: eta: 1:53:26 iter: 425719 total_loss: 4.594 loss_ce: 0.2048 loss_bbox: 0.1519 loss_giou: 0.3065 loss_ce_0: 0.4209 loss_bbox_0: 0.253 loss_giou_0: 0.4779 loss_ce_1: 0.3006 loss_bbox_1: 0.1785 loss_giou_1: 0.3554 loss_ce_2: 0.2487 loss_bbox_2: 0.1637 loss_giou_2: 0.3346 loss_ce_3: 0.2223 loss_bbox_3: 0.1538 loss_giou_3: 0.3178 loss_ce_4: 0.2097 loss_bbox_4: 0.1535 loss_giou_4: 0.3162 time: 0.2800 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:11] d2.utils.events INFO: eta: 1:53:22 iter: 425739 total_loss: 4.521 loss_ce: 0.1859 loss_bbox: 0.1398 loss_giou: 0.2956 loss_ce_0: 0.4095 loss_bbox_0: 0.2468 loss_giou_0: 0.4457 loss_ce_1: 0.2998 loss_bbox_1: 0.1688 loss_giou_1: 0.3416 loss_ce_2: 0.237 loss_bbox_2: 0.1546 loss_giou_2: 0.3197 loss_ce_3: 0.2054 loss_bbox_3: 0.1469 loss_giou_3: 0.3034 loss_ce_4: 0.1942 loss_bbox_4: 0.1408 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:16] d2.utils.events INFO: eta: 1:53:15 iter: 425759 total_loss: 4.803 loss_ce: 0.2047 loss_bbox: 0.1498 loss_giou: 0.3072 loss_ce_0: 0.4267 loss_bbox_0: 0.2557 loss_giou_0: 0.4965 loss_ce_1: 0.3214 loss_bbox_1: 0.1756 loss_giou_1: 0.3647 loss_ce_2: 0.2604 loss_bbox_2: 0.166 loss_giou_2: 0.3326 loss_ce_3: 0.2312 loss_bbox_3: 0.1586 loss_giou_3: 0.3184 loss_ce_4: 0.2131 loss_bbox_4: 0.1539 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0312 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:22] d2.utils.events INFO: eta: 1:53:09 iter: 425779 total_loss: 4.658 loss_ce: 0.1934 loss_bbox: 0.1632 loss_giou: 0.2763 loss_ce_0: 0.4098 loss_bbox_0: 0.2821 loss_giou_0: 0.4262 loss_ce_1: 0.309 loss_bbox_1: 0.1907 loss_giou_1: 0.3182 loss_ce_2: 0.244 loss_bbox_2: 0.1807 loss_giou_2: 0.2949 loss_ce_3: 0.2079 loss_bbox_3: 0.1703 loss_giou_3: 0.2869 loss_ce_4: 0.1932 loss_bbox_4: 0.1667 loss_giou_4: 0.2799 time: 0.2800 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:28] d2.utils.events INFO: eta: 1:53:04 iter: 425799 total_loss: 5.021 loss_ce: 0.2079 loss_bbox: 0.1668 loss_giou: 0.3241 loss_ce_0: 0.4429 loss_bbox_0: 0.2728 loss_giou_0: 0.494 loss_ce_1: 0.3278 loss_bbox_1: 0.1993 loss_giou_1: 0.3775 loss_ce_2: 0.2597 loss_bbox_2: 0.1791 loss_giou_2: 0.3443 loss_ce_3: 0.2218 loss_bbox_3: 0.172 loss_giou_3: 0.3299 loss_ce_4: 0.2142 loss_bbox_4: 0.1688 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:33] d2.utils.events INFO: eta: 1:52:58 iter: 425819 total_loss: 4.756 loss_ce: 0.2009 loss_bbox: 0.1502 loss_giou: 0.2879 loss_ce_0: 0.4273 loss_bbox_0: 0.2563 loss_giou_0: 0.4693 loss_ce_1: 0.3175 loss_bbox_1: 0.1828 loss_giou_1: 0.3346 loss_ce_2: 0.2568 loss_bbox_2: 0.1647 loss_giou_2: 0.3053 loss_ce_3: 0.2213 loss_bbox_3: 0.1589 loss_giou_3: 0.2963 loss_ce_4: 0.2084 loss_bbox_4: 0.1557 loss_giou_4: 0.2935 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:39] d2.utils.events INFO: eta: 1:52:54 iter: 425839 total_loss: 4.939 loss_ce: 0.2242 loss_bbox: 0.1431 loss_giou: 0.3078 loss_ce_0: 0.4507 loss_bbox_0: 0.2677 loss_giou_0: 0.4777 loss_ce_1: 0.3377 loss_bbox_1: 0.1717 loss_giou_1: 0.3538 loss_ce_2: 0.2797 loss_bbox_2: 0.1701 loss_giou_2: 0.3316 loss_ce_3: 0.2418 loss_bbox_3: 0.1462 loss_giou_3: 0.319 loss_ce_4: 0.2283 loss_bbox_4: 0.1447 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:45] d2.utils.events INFO: eta: 1:52:50 iter: 425859 total_loss: 4.8 loss_ce: 0.2042 loss_bbox: 0.1468 loss_giou: 0.3074 loss_ce_0: 0.4408 loss_bbox_0: 0.246 loss_giou_0: 0.4751 loss_ce_1: 0.3294 loss_bbox_1: 0.1677 loss_giou_1: 0.3477 loss_ce_2: 0.2699 loss_bbox_2: 0.1536 loss_giou_2: 0.3225 loss_ce_3: 0.2303 loss_bbox_3: 0.1489 loss_giou_3: 0.3147 loss_ce_4: 0.2123 loss_bbox_4: 0.1482 loss_giou_4: 0.3105 time: 0.2800 data_time: 0.0209 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:50] d2.utils.events INFO: eta: 1:52:44 iter: 425879 total_loss: 4.763 loss_ce: 0.194 loss_bbox: 0.1588 loss_giou: 0.306 loss_ce_0: 0.4069 loss_bbox_0: 0.2595 loss_giou_0: 0.4548 loss_ce_1: 0.3079 loss_bbox_1: 0.1883 loss_giou_1: 0.3468 loss_ce_2: 0.2446 loss_bbox_2: 0.172 loss_giou_2: 0.3185 loss_ce_3: 0.2097 loss_bbox_3: 0.1634 loss_giou_3: 0.3117 loss_ce_4: 0.2021 loss_bbox_4: 0.1593 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 00:00:56] d2.utils.events INFO: eta: 1:52:38 iter: 425899 total_loss: 4.851 loss_ce: 0.2085 loss_bbox: 0.1533 loss_giou: 0.3059 loss_ce_0: 0.4353 loss_bbox_0: 0.2679 loss_giou_0: 0.4913 loss_ce_1: 0.3164 loss_bbox_1: 0.1839 loss_giou_1: 0.3572 loss_ce_2: 0.2635 loss_bbox_2: 0.1739 loss_giou_2: 0.3367 loss_ce_3: 0.2301 loss_bbox_3: 0.1628 loss_giou_3: 0.3226 loss_ce_4: 0.217 loss_bbox_4: 0.1563 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:02] d2.utils.events INFO: eta: 1:52:33 iter: 425919 total_loss: 4.708 loss_ce: 0.2064 loss_bbox: 0.1592 loss_giou: 0.305 loss_ce_0: 0.4218 loss_bbox_0: 0.253 loss_giou_0: 0.4744 loss_ce_1: 0.3157 loss_bbox_1: 0.1791 loss_giou_1: 0.3438 loss_ce_2: 0.2492 loss_bbox_2: 0.1666 loss_giou_2: 0.3191 loss_ce_3: 0.2111 loss_bbox_3: 0.1653 loss_giou_3: 0.3061 loss_ce_4: 0.2056 loss_bbox_4: 0.1621 loss_giou_4: 0.3059 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:08] d2.utils.events INFO: eta: 1:52:30 iter: 425939 total_loss: 4.745 loss_ce: 0.2013 loss_bbox: 0.1557 loss_giou: 0.3117 loss_ce_0: 0.4337 loss_bbox_0: 0.2611 loss_giou_0: 0.4786 loss_ce_1: 0.3175 loss_bbox_1: 0.1844 loss_giou_1: 0.3529 loss_ce_2: 0.2606 loss_bbox_2: 0.1642 loss_giou_2: 0.3307 loss_ce_3: 0.2176 loss_bbox_3: 0.1619 loss_giou_3: 0.3222 loss_ce_4: 0.2088 loss_bbox_4: 0.1578 loss_giou_4: 0.3184 time: 0.2800 data_time: 0.0316 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:13] d2.utils.events INFO: eta: 1:52:24 iter: 425959 total_loss: 4.488 loss_ce: 0.1959 loss_bbox: 0.1448 loss_giou: 0.305 loss_ce_0: 0.4223 loss_bbox_0: 0.2488 loss_giou_0: 0.4653 loss_ce_1: 0.3073 loss_bbox_1: 0.1697 loss_giou_1: 0.3407 loss_ce_2: 0.2422 loss_bbox_2: 0.1554 loss_giou_2: 0.312 loss_ce_3: 0.2118 loss_bbox_3: 0.1528 loss_giou_3: 0.3083 loss_ce_4: 0.1957 loss_bbox_4: 0.1502 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:19] d2.utils.events INFO: eta: 1:52:15 iter: 425979 total_loss: 4.831 loss_ce: 0.1989 loss_bbox: 0.1586 loss_giou: 0.3179 loss_ce_0: 0.4413 loss_bbox_0: 0.2834 loss_giou_0: 0.4788 loss_ce_1: 0.3095 loss_bbox_1: 0.1912 loss_giou_1: 0.3522 loss_ce_2: 0.2472 loss_bbox_2: 0.1773 loss_giou_2: 0.3388 loss_ce_3: 0.2165 loss_bbox_3: 0.168 loss_giou_3: 0.3265 loss_ce_4: 0.2044 loss_bbox_4: 0.1604 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:25] d2.utils.events INFO: eta: 1:52:12 iter: 425999 total_loss: 4.888 loss_ce: 0.2063 loss_bbox: 0.1581 loss_giou: 0.3086 loss_ce_0: 0.415 loss_bbox_0: 0.2638 loss_giou_0: 0.4807 loss_ce_1: 0.3071 loss_bbox_1: 0.1941 loss_giou_1: 0.3491 loss_ce_2: 0.2443 loss_bbox_2: 0.1708 loss_giou_2: 0.3228 loss_ce_3: 0.2203 loss_bbox_3: 0.1635 loss_giou_3: 0.3175 loss_ce_4: 0.2015 loss_bbox_4: 0.1654 loss_giou_4: 0.3117 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:30] d2.utils.events INFO: eta: 1:52:06 iter: 426019 total_loss: 4.644 loss_ce: 0.1965 loss_bbox: 0.157 loss_giou: 0.2911 loss_ce_0: 0.4161 loss_bbox_0: 0.2556 loss_giou_0: 0.4598 loss_ce_1: 0.2994 loss_bbox_1: 0.1849 loss_giou_1: 0.3383 loss_ce_2: 0.2419 loss_bbox_2: 0.1699 loss_giou_2: 0.3109 loss_ce_3: 0.2158 loss_bbox_3: 0.162 loss_giou_3: 0.2995 loss_ce_4: 0.2018 loss_bbox_4: 0.1619 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:36] d2.utils.events INFO: eta: 1:52:00 iter: 426039 total_loss: 4.716 loss_ce: 0.1863 loss_bbox: 0.145 loss_giou: 0.2949 loss_ce_0: 0.4113 loss_bbox_0: 0.2519 loss_giou_0: 0.4593 loss_ce_1: 0.306 loss_bbox_1: 0.1733 loss_giou_1: 0.336 loss_ce_2: 0.24 loss_bbox_2: 0.1558 loss_giou_2: 0.3142 loss_ce_3: 0.2029 loss_bbox_3: 0.1477 loss_giou_3: 0.2989 loss_ce_4: 0.1886 loss_bbox_4: 0.1442 loss_giou_4: 0.2964 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:42] d2.utils.events INFO: eta: 1:51:53 iter: 426059 total_loss: 4.741 loss_ce: 0.2061 loss_bbox: 0.1524 loss_giou: 0.2981 loss_ce_0: 0.4239 loss_bbox_0: 0.2636 loss_giou_0: 0.4487 loss_ce_1: 0.3152 loss_bbox_1: 0.1804 loss_giou_1: 0.3407 loss_ce_2: 0.2432 loss_bbox_2: 0.1636 loss_giou_2: 0.319 loss_ce_3: 0.2171 loss_bbox_3: 0.159 loss_giou_3: 0.3069 loss_ce_4: 0.2072 loss_bbox_4: 0.1531 loss_giou_4: 0.3001 time: 0.2800 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:47] d2.utils.events INFO: eta: 1:51:47 iter: 426079 total_loss: 4.765 loss_ce: 0.2009 loss_bbox: 0.1679 loss_giou: 0.3001 loss_ce_0: 0.43 loss_bbox_0: 0.2553 loss_giou_0: 0.4601 loss_ce_1: 0.302 loss_bbox_1: 0.1855 loss_giou_1: 0.3348 loss_ce_2: 0.2484 loss_bbox_2: 0.1733 loss_giou_2: 0.3152 loss_ce_3: 0.2232 loss_bbox_3: 0.1692 loss_giou_3: 0.3113 loss_ce_4: 0.2001 loss_bbox_4: 0.1707 loss_giou_4: 0.3017 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:53] d2.utils.events INFO: eta: 1:51:44 iter: 426099 total_loss: 4.869 loss_ce: 0.2013 loss_bbox: 0.1546 loss_giou: 0.3129 loss_ce_0: 0.4273 loss_bbox_0: 0.2676 loss_giou_0: 0.4783 loss_ce_1: 0.3193 loss_bbox_1: 0.1863 loss_giou_1: 0.3537 loss_ce_2: 0.253 loss_bbox_2: 0.1705 loss_giou_2: 0.3263 loss_ce_3: 0.2288 loss_bbox_3: 0.1607 loss_giou_3: 0.3169 loss_ce_4: 0.2071 loss_bbox_4: 0.1592 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:01:59] d2.utils.events INFO: eta: 1:51:38 iter: 426119 total_loss: 4.651 loss_ce: 0.1882 loss_bbox: 0.1482 loss_giou: 0.2969 loss_ce_0: 0.4197 loss_bbox_0: 0.2444 loss_giou_0: 0.4614 loss_ce_1: 0.3092 loss_bbox_1: 0.1777 loss_giou_1: 0.3484 loss_ce_2: 0.2477 loss_bbox_2: 0.1606 loss_giou_2: 0.3224 loss_ce_3: 0.2084 loss_bbox_3: 0.1549 loss_giou_3: 0.3137 loss_ce_4: 0.1917 loss_bbox_4: 0.1515 loss_giou_4: 0.3044 time: 0.2800 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:04] d2.utils.events INFO: eta: 1:51:33 iter: 426139 total_loss: 4.974 loss_ce: 0.2208 loss_bbox: 0.1592 loss_giou: 0.319 loss_ce_0: 0.4438 loss_bbox_0: 0.2723 loss_giou_0: 0.5012 loss_ce_1: 0.3467 loss_bbox_1: 0.1866 loss_giou_1: 0.371 loss_ce_2: 0.2781 loss_bbox_2: 0.1777 loss_giou_2: 0.3416 loss_ce_3: 0.2426 loss_bbox_3: 0.1641 loss_giou_3: 0.336 loss_ce_4: 0.2254 loss_bbox_4: 0.1614 loss_giou_4: 0.3231 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:10] d2.utils.events INFO: eta: 1:51:28 iter: 426159 total_loss: 4.539 loss_ce: 0.1926 loss_bbox: 0.1571 loss_giou: 0.2906 loss_ce_0: 0.4146 loss_bbox_0: 0.2596 loss_giou_0: 0.4512 loss_ce_1: 0.2926 loss_bbox_1: 0.1862 loss_giou_1: 0.3376 loss_ce_2: 0.236 loss_bbox_2: 0.166 loss_giou_2: 0.3098 loss_ce_3: 0.2116 loss_bbox_3: 0.1612 loss_giou_3: 0.3048 loss_ce_4: 0.1957 loss_bbox_4: 0.1554 loss_giou_4: 0.2972 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:16] d2.utils.events INFO: eta: 1:51:24 iter: 426179 total_loss: 4.862 loss_ce: 0.2094 loss_bbox: 0.154 loss_giou: 0.3091 loss_ce_0: 0.4339 loss_bbox_0: 0.2598 loss_giou_0: 0.4782 loss_ce_1: 0.3085 loss_bbox_1: 0.1757 loss_giou_1: 0.3574 loss_ce_2: 0.2523 loss_bbox_2: 0.1639 loss_giou_2: 0.3304 loss_ce_3: 0.2303 loss_bbox_3: 0.154 loss_giou_3: 0.3197 loss_ce_4: 0.2114 loss_bbox_4: 0.1532 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:21] d2.utils.events INFO: eta: 1:51:20 iter: 426199 total_loss: 4.573 loss_ce: 0.1977 loss_bbox: 0.149 loss_giou: 0.2862 loss_ce_0: 0.4167 loss_bbox_0: 0.2557 loss_giou_0: 0.4522 loss_ce_1: 0.3205 loss_bbox_1: 0.1782 loss_giou_1: 0.3277 loss_ce_2: 0.2682 loss_bbox_2: 0.1638 loss_giou_2: 0.302 loss_ce_3: 0.2272 loss_bbox_3: 0.1578 loss_giou_3: 0.2921 loss_ce_4: 0.2077 loss_bbox_4: 0.1521 loss_giou_4: 0.2895 time: 0.2800 data_time: 0.0209 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:27] d2.utils.events INFO: eta: 1:51:15 iter: 426219 total_loss: 4.803 loss_ce: 0.1904 loss_bbox: 0.1511 loss_giou: 0.2918 loss_ce_0: 0.4099 loss_bbox_0: 0.2486 loss_giou_0: 0.4537 loss_ce_1: 0.3037 loss_bbox_1: 0.1807 loss_giou_1: 0.3424 loss_ce_2: 0.2427 loss_bbox_2: 0.164 loss_giou_2: 0.3079 loss_ce_3: 0.2129 loss_bbox_3: 0.1596 loss_giou_3: 0.3015 loss_ce_4: 0.1873 loss_bbox_4: 0.1558 loss_giou_4: 0.2939 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:33] d2.utils.events INFO: eta: 1:51:10 iter: 426239 total_loss: 4.637 loss_ce: 0.1957 loss_bbox: 0.1529 loss_giou: 0.3029 loss_ce_0: 0.4225 loss_bbox_0: 0.2633 loss_giou_0: 0.4867 loss_ce_1: 0.3077 loss_bbox_1: 0.1819 loss_giou_1: 0.3484 loss_ce_2: 0.2515 loss_bbox_2: 0.1653 loss_giou_2: 0.3136 loss_ce_3: 0.219 loss_bbox_3: 0.162 loss_giou_3: 0.3112 loss_ce_4: 0.1986 loss_bbox_4: 0.1578 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:38] d2.utils.events INFO: eta: 1:51:07 iter: 426259 total_loss: 4.699 loss_ce: 0.196 loss_bbox: 0.1533 loss_giou: 0.2845 loss_ce_0: 0.4419 loss_bbox_0: 0.2593 loss_giou_0: 0.4316 loss_ce_1: 0.3163 loss_bbox_1: 0.1768 loss_giou_1: 0.327 loss_ce_2: 0.2577 loss_bbox_2: 0.1607 loss_giou_2: 0.3026 loss_ce_3: 0.2239 loss_bbox_3: 0.1585 loss_giou_3: 0.3003 loss_ce_4: 0.2039 loss_bbox_4: 0.1556 loss_giou_4: 0.2897 time: 0.2800 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:44] d2.utils.events INFO: eta: 1:50:59 iter: 426279 total_loss: 4.544 loss_ce: 0.178 loss_bbox: 0.1446 loss_giou: 0.2877 loss_ce_0: 0.4311 loss_bbox_0: 0.2473 loss_giou_0: 0.4445 loss_ce_1: 0.3094 loss_bbox_1: 0.1674 loss_giou_1: 0.3251 loss_ce_2: 0.2345 loss_bbox_2: 0.1548 loss_giou_2: 0.3083 loss_ce_3: 0.2016 loss_bbox_3: 0.1515 loss_giou_3: 0.2975 loss_ce_4: 0.1968 loss_bbox_4: 0.145 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0336 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:50] d2.utils.events INFO: eta: 1:50:52 iter: 426299 total_loss: 4.71 loss_ce: 0.2057 loss_bbox: 0.1572 loss_giou: 0.2942 loss_ce_0: 0.4071 loss_bbox_0: 0.2652 loss_giou_0: 0.4452 loss_ce_1: 0.3097 loss_bbox_1: 0.1853 loss_giou_1: 0.3288 loss_ce_2: 0.2478 loss_bbox_2: 0.1679 loss_giou_2: 0.3095 loss_ce_3: 0.2233 loss_bbox_3: 0.1657 loss_giou_3: 0.3061 loss_ce_4: 0.2094 loss_bbox_4: 0.1602 loss_giou_4: 0.2988 time: 0.2800 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/04 00:02:55] d2.utils.events INFO: eta: 1:50:46 iter: 426319 total_loss: 4.497 loss_ce: 0.1908 loss_bbox: 0.1408 loss_giou: 0.2918 loss_ce_0: 0.4185 loss_bbox_0: 0.2453 loss_giou_0: 0.4539 loss_ce_1: 0.3147 loss_bbox_1: 0.1725 loss_giou_1: 0.335 loss_ce_2: 0.2514 loss_bbox_2: 0.1568 loss_giou_2: 0.3073 loss_ce_3: 0.2109 loss_bbox_3: 0.1487 loss_giou_3: 0.2976 loss_ce_4: 0.1998 loss_bbox_4: 0.1448 loss_giou_4: 0.2925 time: 0.2800 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:01] d2.utils.events INFO: eta: 1:50:39 iter: 426339 total_loss: 4.821 loss_ce: 0.2165 loss_bbox: 0.1515 loss_giou: 0.2978 loss_ce_0: 0.4293 loss_bbox_0: 0.2665 loss_giou_0: 0.4722 loss_ce_1: 0.3297 loss_bbox_1: 0.1778 loss_giou_1: 0.3462 loss_ce_2: 0.2585 loss_bbox_2: 0.1645 loss_giou_2: 0.3172 loss_ce_3: 0.237 loss_bbox_3: 0.157 loss_giou_3: 0.3072 loss_ce_4: 0.2183 loss_bbox_4: 0.1543 loss_giou_4: 0.3078 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:07] d2.utils.events INFO: eta: 1:50:36 iter: 426359 total_loss: 4.944 loss_ce: 0.2032 loss_bbox: 0.1551 loss_giou: 0.3119 loss_ce_0: 0.4222 loss_bbox_0: 0.2735 loss_giou_0: 0.4757 loss_ce_1: 0.3204 loss_bbox_1: 0.1855 loss_giou_1: 0.3576 loss_ce_2: 0.2505 loss_bbox_2: 0.169 loss_giou_2: 0.3332 loss_ce_3: 0.229 loss_bbox_3: 0.1714 loss_giou_3: 0.3216 loss_ce_4: 0.2165 loss_bbox_4: 0.1641 loss_giou_4: 0.3157 time: 0.2800 data_time: 0.0341 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:12] d2.utils.events INFO: eta: 1:50:30 iter: 426379 total_loss: 4.872 loss_ce: 0.186 loss_bbox: 0.1718 loss_giou: 0.3148 loss_ce_0: 0.4137 loss_bbox_0: 0.2741 loss_giou_0: 0.472 loss_ce_1: 0.2916 loss_bbox_1: 0.2005 loss_giou_1: 0.3591 loss_ce_2: 0.2365 loss_bbox_2: 0.1868 loss_giou_2: 0.3277 loss_ce_3: 0.2053 loss_bbox_3: 0.176 loss_giou_3: 0.324 loss_ce_4: 0.1894 loss_bbox_4: 0.1713 loss_giou_4: 0.3208 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:18] d2.utils.events INFO: eta: 1:50:24 iter: 426399 total_loss: 4.819 loss_ce: 0.2093 loss_bbox: 0.1491 loss_giou: 0.3085 loss_ce_0: 0.4256 loss_bbox_0: 0.2522 loss_giou_0: 0.4547 loss_ce_1: 0.3157 loss_bbox_1: 0.1752 loss_giou_1: 0.3404 loss_ce_2: 0.2587 loss_bbox_2: 0.1578 loss_giou_2: 0.3239 loss_ce_3: 0.2274 loss_bbox_3: 0.1555 loss_giou_3: 0.3218 loss_ce_4: 0.2101 loss_bbox_4: 0.1504 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:24] d2.utils.events INFO: eta: 1:50:19 iter: 426419 total_loss: 4.929 loss_ce: 0.2101 loss_bbox: 0.163 loss_giou: 0.2932 loss_ce_0: 0.448 loss_bbox_0: 0.2729 loss_giou_0: 0.4413 loss_ce_1: 0.3382 loss_bbox_1: 0.188 loss_giou_1: 0.3343 loss_ce_2: 0.272 loss_bbox_2: 0.1737 loss_giou_2: 0.3134 loss_ce_3: 0.2343 loss_bbox_3: 0.1683 loss_giou_3: 0.3088 loss_ce_4: 0.2153 loss_bbox_4: 0.1661 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0352 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:29] d2.utils.events INFO: eta: 1:50:15 iter: 426439 total_loss: 4.982 loss_ce: 0.2105 loss_bbox: 0.1544 loss_giou: 0.2991 loss_ce_0: 0.4216 loss_bbox_0: 0.2727 loss_giou_0: 0.4703 loss_ce_1: 0.3248 loss_bbox_1: 0.1842 loss_giou_1: 0.3532 loss_ce_2: 0.2584 loss_bbox_2: 0.1663 loss_giou_2: 0.3256 loss_ce_3: 0.2255 loss_bbox_3: 0.1646 loss_giou_3: 0.3188 loss_ce_4: 0.2079 loss_bbox_4: 0.1569 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:35] d2.utils.events INFO: eta: 1:50:08 iter: 426459 total_loss: 4.463 loss_ce: 0.1858 loss_bbox: 0.1467 loss_giou: 0.2841 loss_ce_0: 0.4053 loss_bbox_0: 0.2517 loss_giou_0: 0.432 loss_ce_1: 0.2947 loss_bbox_1: 0.1696 loss_giou_1: 0.3197 loss_ce_2: 0.2343 loss_bbox_2: 0.1524 loss_giou_2: 0.2955 loss_ce_3: 0.1972 loss_bbox_3: 0.1489 loss_giou_3: 0.2895 loss_ce_4: 0.1866 loss_bbox_4: 0.1491 loss_giou_4: 0.2864 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:41] d2.utils.events INFO: eta: 1:50:02 iter: 426479 total_loss: 4.538 loss_ce: 0.1756 loss_bbox: 0.1391 loss_giou: 0.2743 loss_ce_0: 0.4176 loss_bbox_0: 0.2496 loss_giou_0: 0.4263 loss_ce_1: 0.31 loss_bbox_1: 0.1655 loss_giou_1: 0.3195 loss_ce_2: 0.2415 loss_bbox_2: 0.1545 loss_giou_2: 0.2981 loss_ce_3: 0.201 loss_bbox_3: 0.1496 loss_giou_3: 0.2934 loss_ce_4: 0.1855 loss_bbox_4: 0.1503 loss_giou_4: 0.2823 time: 0.2800 data_time: 0.0323 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:46] d2.utils.events INFO: eta: 1:49:57 iter: 426499 total_loss: 4.834 loss_ce: 0.194 loss_bbox: 0.1472 loss_giou: 0.3052 loss_ce_0: 0.4253 loss_bbox_0: 0.2643 loss_giou_0: 0.5032 loss_ce_1: 0.3096 loss_bbox_1: 0.1853 loss_giou_1: 0.3563 loss_ce_2: 0.2408 loss_bbox_2: 0.1693 loss_giou_2: 0.3222 loss_ce_3: 0.2133 loss_bbox_3: 0.1588 loss_giou_3: 0.3148 loss_ce_4: 0.1982 loss_bbox_4: 0.1524 loss_giou_4: 0.3122 time: 0.2800 data_time: 0.0223 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:52] d2.utils.events INFO: eta: 1:49:51 iter: 426519 total_loss: 4.717 loss_ce: 0.1947 loss_bbox: 0.1468 loss_giou: 0.2958 loss_ce_0: 0.4129 loss_bbox_0: 0.2583 loss_giou_0: 0.4582 loss_ce_1: 0.3067 loss_bbox_1: 0.1766 loss_giou_1: 0.3553 loss_ce_2: 0.2392 loss_bbox_2: 0.1608 loss_giou_2: 0.3223 loss_ce_3: 0.2189 loss_bbox_3: 0.1541 loss_giou_3: 0.3083 loss_ce_4: 0.2044 loss_bbox_4: 0.1479 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/04 00:03:58] d2.utils.events INFO: eta: 1:49:45 iter: 426539 total_loss: 4.836 loss_ce: 0.2043 loss_bbox: 0.1558 loss_giou: 0.3023 loss_ce_0: 0.4383 loss_bbox_0: 0.259 loss_giou_0: 0.4709 loss_ce_1: 0.323 loss_bbox_1: 0.1865 loss_giou_1: 0.3459 loss_ce_2: 0.2609 loss_bbox_2: 0.1661 loss_giou_2: 0.3198 loss_ce_3: 0.2201 loss_bbox_3: 0.1592 loss_giou_3: 0.3124 loss_ce_4: 0.2038 loss_bbox_4: 0.1553 loss_giou_4: 0.3034 time: 0.2800 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:03] d2.utils.events INFO: eta: 1:49:38 iter: 426559 total_loss: 4.498 loss_ce: 0.181 loss_bbox: 0.1631 loss_giou: 0.2793 loss_ce_0: 0.3935 loss_bbox_0: 0.2668 loss_giou_0: 0.4496 loss_ce_1: 0.285 loss_bbox_1: 0.1874 loss_giou_1: 0.3326 loss_ce_2: 0.2227 loss_bbox_2: 0.1754 loss_giou_2: 0.3055 loss_ce_3: 0.2006 loss_bbox_3: 0.1685 loss_giou_3: 0.2932 loss_ce_4: 0.1798 loss_bbox_4: 0.1638 loss_giou_4: 0.2851 time: 0.2800 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:09] d2.utils.events INFO: eta: 1:49:34 iter: 426579 total_loss: 4.773 loss_ce: 0.2034 loss_bbox: 0.1494 loss_giou: 0.3044 loss_ce_0: 0.4403 loss_bbox_0: 0.2653 loss_giou_0: 0.5132 loss_ce_1: 0.3286 loss_bbox_1: 0.1799 loss_giou_1: 0.3602 loss_ce_2: 0.2609 loss_bbox_2: 0.1686 loss_giou_2: 0.3248 loss_ce_3: 0.2301 loss_bbox_3: 0.1597 loss_giou_3: 0.3116 loss_ce_4: 0.2169 loss_bbox_4: 0.1536 loss_giou_4: 0.3103 time: 0.2800 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:15] d2.utils.events INFO: eta: 1:49:28 iter: 426599 total_loss: 5.109 loss_ce: 0.2196 loss_bbox: 0.1489 loss_giou: 0.3335 loss_ce_0: 0.429 loss_bbox_0: 0.2686 loss_giou_0: 0.4896 loss_ce_1: 0.3257 loss_bbox_1: 0.1851 loss_giou_1: 0.3814 loss_ce_2: 0.2603 loss_bbox_2: 0.1703 loss_giou_2: 0.3577 loss_ce_3: 0.2364 loss_bbox_3: 0.1637 loss_giou_3: 0.3455 loss_ce_4: 0.2226 loss_bbox_4: 0.1568 loss_giou_4: 0.3383 time: 0.2800 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:20] d2.utils.events INFO: eta: 1:49:22 iter: 426619 total_loss: 4.615 loss_ce: 0.1962 loss_bbox: 0.1505 loss_giou: 0.2874 loss_ce_0: 0.4239 loss_bbox_0: 0.2541 loss_giou_0: 0.4522 loss_ce_1: 0.2979 loss_bbox_1: 0.1784 loss_giou_1: 0.3277 loss_ce_2: 0.2455 loss_bbox_2: 0.1667 loss_giou_2: 0.3044 loss_ce_3: 0.2124 loss_bbox_3: 0.1569 loss_giou_3: 0.2936 loss_ce_4: 0.1938 loss_bbox_4: 0.1528 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0314 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:26] d2.utils.events INFO: eta: 1:49:17 iter: 426639 total_loss: 4.829 loss_ce: 0.2141 loss_bbox: 0.1666 loss_giou: 0.3126 loss_ce_0: 0.4297 loss_bbox_0: 0.2748 loss_giou_0: 0.4844 loss_ce_1: 0.3164 loss_bbox_1: 0.1908 loss_giou_1: 0.357 loss_ce_2: 0.2541 loss_bbox_2: 0.1767 loss_giou_2: 0.3338 loss_ce_3: 0.2277 loss_bbox_3: 0.1709 loss_giou_3: 0.3217 loss_ce_4: 0.2113 loss_bbox_4: 0.1687 loss_giou_4: 0.3123 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:32] d2.utils.events INFO: eta: 1:49:10 iter: 426659 total_loss: 4.564 loss_ce: 0.191 loss_bbox: 0.1541 loss_giou: 0.2852 loss_ce_0: 0.4265 loss_bbox_0: 0.2644 loss_giou_0: 0.4307 loss_ce_1: 0.3016 loss_bbox_1: 0.183 loss_giou_1: 0.3334 loss_ce_2: 0.2423 loss_bbox_2: 0.1713 loss_giou_2: 0.2982 loss_ce_3: 0.2108 loss_bbox_3: 0.1613 loss_giou_3: 0.2952 loss_ce_4: 0.1865 loss_bbox_4: 0.1571 loss_giou_4: 0.2877 time: 0.2800 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:38] d2.utils.events INFO: eta: 1:49:07 iter: 426679 total_loss: 4.706 loss_ce: 0.1806 loss_bbox: 0.1527 loss_giou: 0.2983 loss_ce_0: 0.4317 loss_bbox_0: 0.2655 loss_giou_0: 0.4508 loss_ce_1: 0.3209 loss_bbox_1: 0.1844 loss_giou_1: 0.3463 loss_ce_2: 0.2572 loss_bbox_2: 0.1645 loss_giou_2: 0.3118 loss_ce_3: 0.2031 loss_bbox_3: 0.161 loss_giou_3: 0.3122 loss_ce_4: 0.1869 loss_bbox_4: 0.1558 loss_giou_4: 0.3049 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:43] d2.utils.events INFO: eta: 1:49:01 iter: 426699 total_loss: 4.85 loss_ce: 0.1963 loss_bbox: 0.1597 loss_giou: 0.3125 loss_ce_0: 0.4345 loss_bbox_0: 0.2668 loss_giou_0: 0.4699 loss_ce_1: 0.3177 loss_bbox_1: 0.1904 loss_giou_1: 0.3469 loss_ce_2: 0.2477 loss_bbox_2: 0.1737 loss_giou_2: 0.3264 loss_ce_3: 0.2152 loss_bbox_3: 0.1716 loss_giou_3: 0.3157 loss_ce_4: 0.2012 loss_bbox_4: 0.1666 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:49] d2.utils.events INFO: eta: 1:48:54 iter: 426719 total_loss: 4.63 loss_ce: 0.2007 loss_bbox: 0.1495 loss_giou: 0.2891 loss_ce_0: 0.4273 loss_bbox_0: 0.2616 loss_giou_0: 0.4513 loss_ce_1: 0.3057 loss_bbox_1: 0.184 loss_giou_1: 0.3411 loss_ce_2: 0.2533 loss_bbox_2: 0.1628 loss_giou_2: 0.3132 loss_ce_3: 0.2127 loss_bbox_3: 0.1565 loss_giou_3: 0.3029 loss_ce_4: 0.2057 loss_bbox_4: 0.1535 loss_giou_4: 0.2946 time: 0.2800 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 00:04:54] d2.utils.events INFO: eta: 1:48:49 iter: 426739 total_loss: 4.882 loss_ce: 0.2119 loss_bbox: 0.1488 loss_giou: 0.3292 loss_ce_0: 0.4322 loss_bbox_0: 0.2506 loss_giou_0: 0.4696 loss_ce_1: 0.3128 loss_bbox_1: 0.1853 loss_giou_1: 0.369 loss_ce_2: 0.2538 loss_bbox_2: 0.1651 loss_giou_2: 0.3546 loss_ce_3: 0.2193 loss_bbox_3: 0.1546 loss_giou_3: 0.3435 loss_ce_4: 0.2158 loss_bbox_4: 0.1501 loss_giou_4: 0.3364 time: 0.2800 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:00] d2.utils.events INFO: eta: 1:48:44 iter: 426759 total_loss: 4.745 loss_ce: 0.2026 loss_bbox: 0.164 loss_giou: 0.3037 loss_ce_0: 0.4208 loss_bbox_0: 0.2762 loss_giou_0: 0.4505 loss_ce_1: 0.3085 loss_bbox_1: 0.1902 loss_giou_1: 0.3432 loss_ce_2: 0.2474 loss_bbox_2: 0.1776 loss_giou_2: 0.3141 loss_ce_3: 0.2175 loss_bbox_3: 0.1714 loss_giou_3: 0.3095 loss_ce_4: 0.2009 loss_bbox_4: 0.1669 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:06] d2.utils.events INFO: eta: 1:48:38 iter: 426779 total_loss: 4.783 loss_ce: 0.2071 loss_bbox: 0.1425 loss_giou: 0.2891 loss_ce_0: 0.4225 loss_bbox_0: 0.2494 loss_giou_0: 0.4585 loss_ce_1: 0.317 loss_bbox_1: 0.163 loss_giou_1: 0.3256 loss_ce_2: 0.2648 loss_bbox_2: 0.1528 loss_giou_2: 0.3077 loss_ce_3: 0.2196 loss_bbox_3: 0.1488 loss_giou_3: 0.2979 loss_ce_4: 0.2083 loss_bbox_4: 0.1467 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:11] d2.utils.events INFO: eta: 1:48:30 iter: 426799 total_loss: 4.557 loss_ce: 0.1808 loss_bbox: 0.1482 loss_giou: 0.2789 loss_ce_0: 0.4213 loss_bbox_0: 0.2662 loss_giou_0: 0.4317 loss_ce_1: 0.3065 loss_bbox_1: 0.1803 loss_giou_1: 0.3272 loss_ce_2: 0.2369 loss_bbox_2: 0.1603 loss_giou_2: 0.3049 loss_ce_3: 0.2009 loss_bbox_3: 0.1505 loss_giou_3: 0.2901 loss_ce_4: 0.1884 loss_bbox_4: 0.1486 loss_giou_4: 0.2849 time: 0.2800 data_time: 0.0303 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:17] d2.utils.events INFO: eta: 1:48:27 iter: 426819 total_loss: 4.814 loss_ce: 0.2085 loss_bbox: 0.1663 loss_giou: 0.3139 loss_ce_0: 0.4212 loss_bbox_0: 0.2667 loss_giou_0: 0.4761 loss_ce_1: 0.327 loss_bbox_1: 0.1935 loss_giou_1: 0.3614 loss_ce_2: 0.2577 loss_bbox_2: 0.1789 loss_giou_2: 0.3364 loss_ce_3: 0.2246 loss_bbox_3: 0.1766 loss_giou_3: 0.3256 loss_ce_4: 0.2061 loss_bbox_4: 0.1669 loss_giou_4: 0.3158 time: 0.2800 data_time: 0.0321 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:23] d2.utils.events INFO: eta: 1:48:21 iter: 426839 total_loss: 4.791 loss_ce: 0.2006 loss_bbox: 0.1635 loss_giou: 0.3034 loss_ce_0: 0.4074 loss_bbox_0: 0.2632 loss_giou_0: 0.4653 loss_ce_1: 0.3133 loss_bbox_1: 0.1903 loss_giou_1: 0.3515 loss_ce_2: 0.2488 loss_bbox_2: 0.1771 loss_giou_2: 0.322 loss_ce_3: 0.2182 loss_bbox_3: 0.1715 loss_giou_3: 0.309 loss_ce_4: 0.2046 loss_bbox_4: 0.165 loss_giou_4: 0.3073 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:29] d2.utils.events INFO: eta: 1:48:13 iter: 426859 total_loss: 4.982 loss_ce: 0.2017 loss_bbox: 0.1572 loss_giou: 0.3238 loss_ce_0: 0.4189 loss_bbox_0: 0.2551 loss_giou_0: 0.4776 loss_ce_1: 0.3158 loss_bbox_1: 0.1883 loss_giou_1: 0.3674 loss_ce_2: 0.2476 loss_bbox_2: 0.1717 loss_giou_2: 0.3378 loss_ce_3: 0.2199 loss_bbox_3: 0.1635 loss_giou_3: 0.3331 loss_ce_4: 0.2032 loss_bbox_4: 0.1623 loss_giou_4: 0.3316 time: 0.2800 data_time: 0.0195 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:34] d2.utils.events INFO: eta: 1:48:09 iter: 426879 total_loss: 4.657 loss_ce: 0.188 loss_bbox: 0.1472 loss_giou: 0.3172 loss_ce_0: 0.416 loss_bbox_0: 0.2477 loss_giou_0: 0.4732 loss_ce_1: 0.2899 loss_bbox_1: 0.1707 loss_giou_1: 0.3479 loss_ce_2: 0.2334 loss_bbox_2: 0.1572 loss_giou_2: 0.3308 loss_ce_3: 0.2188 loss_bbox_3: 0.1502 loss_giou_3: 0.3202 loss_ce_4: 0.1945 loss_bbox_4: 0.1482 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:40] d2.utils.events INFO: eta: 1:48:04 iter: 426899 total_loss: 4.698 loss_ce: 0.194 loss_bbox: 0.1573 loss_giou: 0.2911 loss_ce_0: 0.4197 loss_bbox_0: 0.2614 loss_giou_0: 0.4664 loss_ce_1: 0.3002 loss_bbox_1: 0.1844 loss_giou_1: 0.3341 loss_ce_2: 0.2417 loss_bbox_2: 0.1613 loss_giou_2: 0.3139 loss_ce_3: 0.2094 loss_bbox_3: 0.1573 loss_giou_3: 0.308 loss_ce_4: 0.1984 loss_bbox_4: 0.159 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:46] d2.utils.events INFO: eta: 1:47:58 iter: 426919 total_loss: 4.498 loss_ce: 0.1894 loss_bbox: 0.1422 loss_giou: 0.2956 loss_ce_0: 0.4089 loss_bbox_0: 0.2488 loss_giou_0: 0.485 loss_ce_1: 0.2911 loss_bbox_1: 0.1756 loss_giou_1: 0.3566 loss_ce_2: 0.236 loss_bbox_2: 0.1537 loss_giou_2: 0.3188 loss_ce_3: 0.2024 loss_bbox_3: 0.1472 loss_giou_3: 0.3074 loss_ce_4: 0.184 loss_bbox_4: 0.1453 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:51] d2.utils.events INFO: eta: 1:47:51 iter: 426939 total_loss: 4.793 loss_ce: 0.2026 loss_bbox: 0.1569 loss_giou: 0.3154 loss_ce_0: 0.4212 loss_bbox_0: 0.2671 loss_giou_0: 0.4807 loss_ce_1: 0.3202 loss_bbox_1: 0.183 loss_giou_1: 0.3479 loss_ce_2: 0.2558 loss_bbox_2: 0.1676 loss_giou_2: 0.3249 loss_ce_3: 0.2258 loss_bbox_3: 0.1643 loss_giou_3: 0.3182 loss_ce_4: 0.2065 loss_bbox_4: 0.1578 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/04 00:05:57] d2.utils.events INFO: eta: 1:47:46 iter: 426959 total_loss: 4.84 loss_ce: 0.2036 loss_bbox: 0.1545 loss_giou: 0.3021 loss_ce_0: 0.4158 loss_bbox_0: 0.2668 loss_giou_0: 0.4752 loss_ce_1: 0.3071 loss_bbox_1: 0.1827 loss_giou_1: 0.3484 loss_ce_2: 0.2462 loss_bbox_2: 0.168 loss_giou_2: 0.3267 loss_ce_3: 0.223 loss_bbox_3: 0.1592 loss_giou_3: 0.3154 loss_ce_4: 0.2042 loss_bbox_4: 0.158 loss_giou_4: 0.3093 time: 0.2800 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:03] d2.utils.events INFO: eta: 1:47:42 iter: 426979 total_loss: 4.534 loss_ce: 0.1872 loss_bbox: 0.1476 loss_giou: 0.2976 loss_ce_0: 0.4263 loss_bbox_0: 0.2596 loss_giou_0: 0.4632 loss_ce_1: 0.294 loss_bbox_1: 0.1757 loss_giou_1: 0.3383 loss_ce_2: 0.2376 loss_bbox_2: 0.1583 loss_giou_2: 0.3061 loss_ce_3: 0.2055 loss_bbox_3: 0.1566 loss_giou_3: 0.3034 loss_ce_4: 0.1954 loss_bbox_4: 0.1516 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0312 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:08] d2.utils.events INFO: eta: 1:47:37 iter: 426999 total_loss: 4.784 loss_ce: 0.1914 loss_bbox: 0.1511 loss_giou: 0.2762 loss_ce_0: 0.4133 loss_bbox_0: 0.265 loss_giou_0: 0.4509 loss_ce_1: 0.317 loss_bbox_1: 0.1847 loss_giou_1: 0.3259 loss_ce_2: 0.2527 loss_bbox_2: 0.1626 loss_giou_2: 0.297 loss_ce_3: 0.2134 loss_bbox_3: 0.1592 loss_giou_3: 0.2907 loss_ce_4: 0.2007 loss_bbox_4: 0.1529 loss_giou_4: 0.2796 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:14] d2.utils.events INFO: eta: 1:47:30 iter: 427019 total_loss: 4.713 loss_ce: 0.2138 loss_bbox: 0.148 loss_giou: 0.3022 loss_ce_0: 0.4362 loss_bbox_0: 0.2675 loss_giou_0: 0.4564 loss_ce_1: 0.3163 loss_bbox_1: 0.1788 loss_giou_1: 0.3446 loss_ce_2: 0.2604 loss_bbox_2: 0.1634 loss_giou_2: 0.3176 loss_ce_3: 0.233 loss_bbox_3: 0.1563 loss_giou_3: 0.3133 loss_ce_4: 0.2139 loss_bbox_4: 0.1512 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:20] d2.utils.events INFO: eta: 1:47:24 iter: 427039 total_loss: 4.747 loss_ce: 0.2049 loss_bbox: 0.1541 loss_giou: 0.3041 loss_ce_0: 0.4366 loss_bbox_0: 0.2601 loss_giou_0: 0.4904 loss_ce_1: 0.3216 loss_bbox_1: 0.1865 loss_giou_1: 0.3523 loss_ce_2: 0.2528 loss_bbox_2: 0.1744 loss_giou_2: 0.3216 loss_ce_3: 0.2268 loss_bbox_3: 0.1591 loss_giou_3: 0.3128 loss_ce_4: 0.2041 loss_bbox_4: 0.1567 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:26] d2.utils.events INFO: eta: 1:47:20 iter: 427059 total_loss: 4.584 loss_ce: 0.1984 loss_bbox: 0.1585 loss_giou: 0.2855 loss_ce_0: 0.4106 loss_bbox_0: 0.2646 loss_giou_0: 0.451 loss_ce_1: 0.3207 loss_bbox_1: 0.1882 loss_giou_1: 0.3193 loss_ce_2: 0.2552 loss_bbox_2: 0.173 loss_giou_2: 0.3012 loss_ce_3: 0.2266 loss_bbox_3: 0.1639 loss_giou_3: 0.2861 loss_ce_4: 0.1984 loss_bbox_4: 0.1578 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:31] d2.utils.events INFO: eta: 1:47:14 iter: 427079 total_loss: 5.042 loss_ce: 0.2141 loss_bbox: 0.1514 loss_giou: 0.3122 loss_ce_0: 0.4419 loss_bbox_0: 0.2597 loss_giou_0: 0.4941 loss_ce_1: 0.3228 loss_bbox_1: 0.1843 loss_giou_1: 0.3657 loss_ce_2: 0.2681 loss_bbox_2: 0.1597 loss_giou_2: 0.3376 loss_ce_3: 0.2318 loss_bbox_3: 0.1551 loss_giou_3: 0.327 loss_ce_4: 0.2188 loss_bbox_4: 0.1525 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:37] d2.utils.events INFO: eta: 1:47:06 iter: 427099 total_loss: 4.902 loss_ce: 0.2192 loss_bbox: 0.1529 loss_giou: 0.3014 loss_ce_0: 0.437 loss_bbox_0: 0.26 loss_giou_0: 0.4682 loss_ce_1: 0.3261 loss_bbox_1: 0.1814 loss_giou_1: 0.3449 loss_ce_2: 0.2749 loss_bbox_2: 0.1667 loss_giou_2: 0.3208 loss_ce_3: 0.2378 loss_bbox_3: 0.1572 loss_giou_3: 0.3105 loss_ce_4: 0.2213 loss_bbox_4: 0.1556 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:42] d2.utils.events INFO: eta: 1:47:00 iter: 427119 total_loss: 4.598 loss_ce: 0.1929 loss_bbox: 0.1467 loss_giou: 0.2844 loss_ce_0: 0.422 loss_bbox_0: 0.2553 loss_giou_0: 0.4388 loss_ce_1: 0.3044 loss_bbox_1: 0.175 loss_giou_1: 0.3215 loss_ce_2: 0.2491 loss_bbox_2: 0.1608 loss_giou_2: 0.2966 loss_ce_3: 0.2137 loss_bbox_3: 0.154 loss_giou_3: 0.2893 loss_ce_4: 0.1935 loss_bbox_4: 0.1501 loss_giou_4: 0.285 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:48] d2.utils.events INFO: eta: 1:46:55 iter: 427139 total_loss: 4.796 loss_ce: 0.1939 loss_bbox: 0.1527 loss_giou: 0.3004 loss_ce_0: 0.4433 loss_bbox_0: 0.2569 loss_giou_0: 0.4789 loss_ce_1: 0.3056 loss_bbox_1: 0.1802 loss_giou_1: 0.3486 loss_ce_2: 0.2417 loss_bbox_2: 0.1674 loss_giou_2: 0.3258 loss_ce_3: 0.2061 loss_bbox_3: 0.1616 loss_giou_3: 0.3155 loss_ce_4: 0.197 loss_bbox_4: 0.1568 loss_giou_4: 0.3057 time: 0.2800 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:54] d2.utils.events INFO: eta: 1:46:49 iter: 427159 total_loss: 4.703 loss_ce: 0.1926 loss_bbox: 0.1482 loss_giou: 0.3146 loss_ce_0: 0.4052 loss_bbox_0: 0.2512 loss_giou_0: 0.4736 loss_ce_1: 0.3109 loss_bbox_1: 0.1695 loss_giou_1: 0.3563 loss_ce_2: 0.2399 loss_bbox_2: 0.165 loss_giou_2: 0.3372 loss_ce_3: 0.2125 loss_bbox_3: 0.1589 loss_giou_3: 0.331 loss_ce_4: 0.2 loss_bbox_4: 0.1537 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:06:59] d2.utils.events INFO: eta: 1:46:43 iter: 427179 total_loss: 4.872 loss_ce: 0.1977 loss_bbox: 0.1644 loss_giou: 0.3127 loss_ce_0: 0.436 loss_bbox_0: 0.2871 loss_giou_0: 0.4559 loss_ce_1: 0.3257 loss_bbox_1: 0.1998 loss_giou_1: 0.3572 loss_ce_2: 0.2545 loss_bbox_2: 0.181 loss_giou_2: 0.3252 loss_ce_3: 0.2241 loss_bbox_3: 0.1738 loss_giou_3: 0.3159 loss_ce_4: 0.1948 loss_bbox_4: 0.1652 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:05] d2.utils.events INFO: eta: 1:46:38 iter: 427199 total_loss: 4.682 loss_ce: 0.1899 loss_bbox: 0.1564 loss_giou: 0.2915 loss_ce_0: 0.4201 loss_bbox_0: 0.2608 loss_giou_0: 0.4452 loss_ce_1: 0.3071 loss_bbox_1: 0.1871 loss_giou_1: 0.3273 loss_ce_2: 0.2381 loss_bbox_2: 0.1682 loss_giou_2: 0.3068 loss_ce_3: 0.2129 loss_bbox_3: 0.1608 loss_giou_3: 0.2979 loss_ce_4: 0.2009 loss_bbox_4: 0.1568 loss_giou_4: 0.2914 time: 0.2800 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:11] d2.utils.events INFO: eta: 1:46:32 iter: 427219 total_loss: 4.846 loss_ce: 0.2135 loss_bbox: 0.163 loss_giou: 0.3077 loss_ce_0: 0.4206 loss_bbox_0: 0.2731 loss_giou_0: 0.4651 loss_ce_1: 0.326 loss_bbox_1: 0.1962 loss_giou_1: 0.3516 loss_ce_2: 0.2578 loss_bbox_2: 0.1756 loss_giou_2: 0.328 loss_ce_3: 0.2236 loss_bbox_3: 0.1725 loss_giou_3: 0.3231 loss_ce_4: 0.2169 loss_bbox_4: 0.1653 loss_giou_4: 0.3152 time: 0.2800 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:17] d2.utils.events INFO: eta: 1:46:29 iter: 427239 total_loss: 4.528 loss_ce: 0.1816 loss_bbox: 0.1616 loss_giou: 0.2782 loss_ce_0: 0.4157 loss_bbox_0: 0.2692 loss_giou_0: 0.4206 loss_ce_1: 0.2921 loss_bbox_1: 0.1868 loss_giou_1: 0.3161 loss_ce_2: 0.23 loss_bbox_2: 0.1739 loss_giou_2: 0.2929 loss_ce_3: 0.196 loss_bbox_3: 0.1658 loss_giou_3: 0.2898 loss_ce_4: 0.185 loss_bbox_4: 0.1634 loss_giou_4: 0.285 time: 0.2800 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:22] d2.utils.events INFO: eta: 1:46:21 iter: 427259 total_loss: 4.936 loss_ce: 0.2154 loss_bbox: 0.1575 loss_giou: 0.2959 loss_ce_0: 0.4429 loss_bbox_0: 0.264 loss_giou_0: 0.4645 loss_ce_1: 0.3148 loss_bbox_1: 0.1826 loss_giou_1: 0.3331 loss_ce_2: 0.2643 loss_bbox_2: 0.1626 loss_giou_2: 0.309 loss_ce_3: 0.2331 loss_bbox_3: 0.1549 loss_giou_3: 0.3042 loss_ce_4: 0.2247 loss_bbox_4: 0.1556 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:28] d2.utils.events INFO: eta: 1:46:17 iter: 427279 total_loss: 4.903 loss_ce: 0.2118 loss_bbox: 0.1555 loss_giou: 0.3159 loss_ce_0: 0.4379 loss_bbox_0: 0.2674 loss_giou_0: 0.4827 loss_ce_1: 0.3314 loss_bbox_1: 0.1875 loss_giou_1: 0.3658 loss_ce_2: 0.2629 loss_bbox_2: 0.1697 loss_giou_2: 0.335 loss_ce_3: 0.2218 loss_bbox_3: 0.1606 loss_giou_3: 0.322 loss_ce_4: 0.2092 loss_bbox_4: 0.1551 loss_giou_4: 0.3183 time: 0.2800 data_time: 0.0207 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:34] d2.utils.events INFO: eta: 1:46:12 iter: 427299 total_loss: 4.619 loss_ce: 0.1971 loss_bbox: 0.1533 loss_giou: 0.2869 loss_ce_0: 0.4065 loss_bbox_0: 0.2549 loss_giou_0: 0.4411 loss_ce_1: 0.2961 loss_bbox_1: 0.1785 loss_giou_1: 0.3312 loss_ce_2: 0.247 loss_bbox_2: 0.1634 loss_giou_2: 0.3122 loss_ce_3: 0.2205 loss_bbox_3: 0.158 loss_giou_3: 0.2988 loss_ce_4: 0.2008 loss_bbox_4: 0.1567 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:39] d2.utils.events INFO: eta: 1:46:08 iter: 427319 total_loss: 4.749 loss_ce: 0.2085 loss_bbox: 0.147 loss_giou: 0.3055 loss_ce_0: 0.4329 loss_bbox_0: 0.2522 loss_giou_0: 0.4714 loss_ce_1: 0.3059 loss_bbox_1: 0.1695 loss_giou_1: 0.352 loss_ce_2: 0.2537 loss_bbox_2: 0.1597 loss_giou_2: 0.3229 loss_ce_3: 0.2198 loss_bbox_3: 0.1512 loss_giou_3: 0.3155 loss_ce_4: 0.2062 loss_bbox_4: 0.147 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:45] d2.utils.events INFO: eta: 1:46:04 iter: 427339 total_loss: 4.783 loss_ce: 0.1993 loss_bbox: 0.1501 loss_giou: 0.2803 loss_ce_0: 0.4228 loss_bbox_0: 0.2556 loss_giou_0: 0.4487 loss_ce_1: 0.3046 loss_bbox_1: 0.1774 loss_giou_1: 0.3341 loss_ce_2: 0.2516 loss_bbox_2: 0.1598 loss_giou_2: 0.3039 loss_ce_3: 0.2213 loss_bbox_3: 0.1579 loss_giou_3: 0.2908 loss_ce_4: 0.2012 loss_bbox_4: 0.1535 loss_giou_4: 0.2854 time: 0.2800 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:51] d2.utils.events INFO: eta: 1:45:59 iter: 427359 total_loss: 4.892 loss_ce: 0.2087 loss_bbox: 0.1447 loss_giou: 0.3079 loss_ce_0: 0.4332 loss_bbox_0: 0.268 loss_giou_0: 0.4431 loss_ce_1: 0.3233 loss_bbox_1: 0.1776 loss_giou_1: 0.3353 loss_ce_2: 0.2603 loss_bbox_2: 0.1607 loss_giou_2: 0.3238 loss_ce_3: 0.223 loss_bbox_3: 0.1502 loss_giou_3: 0.3213 loss_ce_4: 0.211 loss_bbox_4: 0.1466 loss_giou_4: 0.3154 time: 0.2800 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 00:07:56] d2.utils.events INFO: eta: 1:45:52 iter: 427379 total_loss: 4.771 loss_ce: 0.2088 loss_bbox: 0.1496 loss_giou: 0.2962 loss_ce_0: 0.4143 loss_bbox_0: 0.2489 loss_giou_0: 0.4715 loss_ce_1: 0.3121 loss_bbox_1: 0.1736 loss_giou_1: 0.3388 loss_ce_2: 0.2531 loss_bbox_2: 0.1592 loss_giou_2: 0.3121 loss_ce_3: 0.2261 loss_bbox_3: 0.1546 loss_giou_3: 0.3099 loss_ce_4: 0.2163 loss_bbox_4: 0.1534 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:02] d2.utils.events INFO: eta: 1:45:50 iter: 427399 total_loss: 4.663 loss_ce: 0.1966 loss_bbox: 0.1471 loss_giou: 0.3058 loss_ce_0: 0.4024 loss_bbox_0: 0.2509 loss_giou_0: 0.4869 loss_ce_1: 0.3128 loss_bbox_1: 0.1733 loss_giou_1: 0.3506 loss_ce_2: 0.2518 loss_bbox_2: 0.158 loss_giou_2: 0.3212 loss_ce_3: 0.219 loss_bbox_3: 0.1524 loss_giou_3: 0.3114 loss_ce_4: 0.2058 loss_bbox_4: 0.1501 loss_giou_4: 0.3098 time: 0.2800 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:08] d2.utils.events INFO: eta: 1:45:45 iter: 427419 total_loss: 4.952 loss_ce: 0.1995 loss_bbox: 0.1619 loss_giou: 0.3167 loss_ce_0: 0.4208 loss_bbox_0: 0.2642 loss_giou_0: 0.4833 loss_ce_1: 0.3149 loss_bbox_1: 0.186 loss_giou_1: 0.3558 loss_ce_2: 0.2429 loss_bbox_2: 0.1689 loss_giou_2: 0.3319 loss_ce_3: 0.2197 loss_bbox_3: 0.1693 loss_giou_3: 0.3222 loss_ce_4: 0.2018 loss_bbox_4: 0.169 loss_giou_4: 0.3201 time: 0.2800 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:13] d2.utils.events INFO: eta: 1:45:41 iter: 427439 total_loss: 4.718 loss_ce: 0.1971 loss_bbox: 0.1464 loss_giou: 0.2805 loss_ce_0: 0.4238 loss_bbox_0: 0.2584 loss_giou_0: 0.4634 loss_ce_1: 0.3107 loss_bbox_1: 0.1819 loss_giou_1: 0.3286 loss_ce_2: 0.2547 loss_bbox_2: 0.1647 loss_giou_2: 0.2984 loss_ce_3: 0.2223 loss_bbox_3: 0.1523 loss_giou_3: 0.292 loss_ce_4: 0.2035 loss_bbox_4: 0.1484 loss_giou_4: 0.2856 time: 0.2800 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:19] d2.utils.events INFO: eta: 1:45:35 iter: 427459 total_loss: 4.948 loss_ce: 0.1924 loss_bbox: 0.1621 loss_giou: 0.3142 loss_ce_0: 0.4199 loss_bbox_0: 0.2626 loss_giou_0: 0.4827 loss_ce_1: 0.309 loss_bbox_1: 0.1852 loss_giou_1: 0.3597 loss_ce_2: 0.2341 loss_bbox_2: 0.1698 loss_giou_2: 0.3321 loss_ce_3: 0.2199 loss_bbox_3: 0.1696 loss_giou_3: 0.32 loss_ce_4: 0.2048 loss_bbox_4: 0.1679 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0226 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:25] d2.utils.events INFO: eta: 1:45:32 iter: 427479 total_loss: 4.767 loss_ce: 0.2076 loss_bbox: 0.1587 loss_giou: 0.2988 loss_ce_0: 0.4272 loss_bbox_0: 0.2537 loss_giou_0: 0.4532 loss_ce_1: 0.3168 loss_bbox_1: 0.1853 loss_giou_1: 0.344 loss_ce_2: 0.2497 loss_bbox_2: 0.1648 loss_giou_2: 0.3196 loss_ce_3: 0.2234 loss_bbox_3: 0.1585 loss_giou_3: 0.3115 loss_ce_4: 0.2102 loss_bbox_4: 0.1574 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:31] d2.utils.events INFO: eta: 1:45:27 iter: 427499 total_loss: 4.657 loss_ce: 0.1993 loss_bbox: 0.1527 loss_giou: 0.2914 loss_ce_0: 0.4202 loss_bbox_0: 0.2654 loss_giou_0: 0.4637 loss_ce_1: 0.316 loss_bbox_1: 0.1797 loss_giou_1: 0.3353 loss_ce_2: 0.2548 loss_bbox_2: 0.1667 loss_giou_2: 0.3107 loss_ce_3: 0.2204 loss_bbox_3: 0.1581 loss_giou_3: 0.2919 loss_ce_4: 0.2022 loss_bbox_4: 0.1531 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:36] d2.utils.events INFO: eta: 1:45:25 iter: 427519 total_loss: 4.75 loss_ce: 0.2001 loss_bbox: 0.1485 loss_giou: 0.2938 loss_ce_0: 0.4305 loss_bbox_0: 0.2615 loss_giou_0: 0.4756 loss_ce_1: 0.3134 loss_bbox_1: 0.1772 loss_giou_1: 0.3391 loss_ce_2: 0.2592 loss_bbox_2: 0.1597 loss_giou_2: 0.3186 loss_ce_3: 0.2262 loss_bbox_3: 0.1558 loss_giou_3: 0.3007 loss_ce_4: 0.2071 loss_bbox_4: 0.1515 loss_giou_4: 0.2969 time: 0.2800 data_time: 0.0193 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:42] d2.utils.events INFO: eta: 1:45:19 iter: 427539 total_loss: 4.465 loss_ce: 0.1775 loss_bbox: 0.1516 loss_giou: 0.2818 loss_ce_0: 0.424 loss_bbox_0: 0.265 loss_giou_0: 0.419 loss_ce_1: 0.2999 loss_bbox_1: 0.1817 loss_giou_1: 0.3265 loss_ce_2: 0.2426 loss_bbox_2: 0.1666 loss_giou_2: 0.3005 loss_ce_3: 0.211 loss_bbox_3: 0.1599 loss_giou_3: 0.2921 loss_ce_4: 0.1835 loss_bbox_4: 0.1573 loss_giou_4: 0.2845 time: 0.2800 data_time: 0.0226 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:47] d2.utils.events INFO: eta: 1:45:10 iter: 427559 total_loss: 4.412 loss_ce: 0.1846 loss_bbox: 0.1424 loss_giou: 0.2628 loss_ce_0: 0.4107 loss_bbox_0: 0.2573 loss_giou_0: 0.437 loss_ce_1: 0.2982 loss_bbox_1: 0.1712 loss_giou_1: 0.3116 loss_ce_2: 0.2466 loss_bbox_2: 0.1536 loss_giou_2: 0.2873 loss_ce_3: 0.2065 loss_bbox_3: 0.146 loss_giou_3: 0.272 loss_ce_4: 0.1909 loss_bbox_4: 0.1433 loss_giou_4: 0.2698 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:53] d2.utils.events INFO: eta: 1:45:04 iter: 427579 total_loss: 4.772 loss_ce: 0.2083 loss_bbox: 0.1536 loss_giou: 0.3001 loss_ce_0: 0.411 loss_bbox_0: 0.2552 loss_giou_0: 0.4597 loss_ce_1: 0.301 loss_bbox_1: 0.1869 loss_giou_1: 0.3453 loss_ce_2: 0.2549 loss_bbox_2: 0.1722 loss_giou_2: 0.3131 loss_ce_3: 0.2236 loss_bbox_3: 0.1614 loss_giou_3: 0.3059 loss_ce_4: 0.2126 loss_bbox_4: 0.1562 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0228 lr: 2.5e-07 max_mem: 5427M [11/04 00:08:59] d2.utils.events INFO: eta: 1:44:58 iter: 427599 total_loss: 4.579 loss_ce: 0.1936 loss_bbox: 0.1459 loss_giou: 0.2957 loss_ce_0: 0.4116 loss_bbox_0: 0.2516 loss_giou_0: 0.4524 loss_ce_1: 0.304 loss_bbox_1: 0.1787 loss_giou_1: 0.3309 loss_ce_2: 0.2338 loss_bbox_2: 0.16 loss_giou_2: 0.3177 loss_ce_3: 0.205 loss_bbox_3: 0.1478 loss_giou_3: 0.3055 loss_ce_4: 0.1946 loss_bbox_4: 0.1487 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:04] d2.utils.events INFO: eta: 1:44:50 iter: 427619 total_loss: 4.784 loss_ce: 0.1995 loss_bbox: 0.1497 loss_giou: 0.2908 loss_ce_0: 0.4094 loss_bbox_0: 0.2637 loss_giou_0: 0.4453 loss_ce_1: 0.3023 loss_bbox_1: 0.1789 loss_giou_1: 0.3274 loss_ce_2: 0.2434 loss_bbox_2: 0.1562 loss_giou_2: 0.31 loss_ce_3: 0.2059 loss_bbox_3: 0.1542 loss_giou_3: 0.3041 loss_ce_4: 0.1958 loss_bbox_4: 0.1522 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0226 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:10] d2.utils.events INFO: eta: 1:44:44 iter: 427639 total_loss: 4.533 loss_ce: 0.1941 loss_bbox: 0.1449 loss_giou: 0.286 loss_ce_0: 0.4406 loss_bbox_0: 0.247 loss_giou_0: 0.4264 loss_ce_1: 0.3183 loss_bbox_1: 0.1724 loss_giou_1: 0.3293 loss_ce_2: 0.2485 loss_bbox_2: 0.1545 loss_giou_2: 0.3028 loss_ce_3: 0.2119 loss_bbox_3: 0.1529 loss_giou_3: 0.2938 loss_ce_4: 0.1963 loss_bbox_4: 0.1481 loss_giou_4: 0.2874 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:16] d2.utils.events INFO: eta: 1:44:39 iter: 427659 total_loss: 4.813 loss_ce: 0.2123 loss_bbox: 0.1537 loss_giou: 0.2933 loss_ce_0: 0.4243 loss_bbox_0: 0.2691 loss_giou_0: 0.4535 loss_ce_1: 0.3123 loss_bbox_1: 0.1862 loss_giou_1: 0.3405 loss_ce_2: 0.2662 loss_bbox_2: 0.168 loss_giou_2: 0.318 loss_ce_3: 0.2288 loss_bbox_3: 0.1614 loss_giou_3: 0.3112 loss_ce_4: 0.1995 loss_bbox_4: 0.1571 loss_giou_4: 0.3038 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:21] d2.utils.events INFO: eta: 1:44:31 iter: 427679 total_loss: 4.701 loss_ce: 0.1899 loss_bbox: 0.15 loss_giou: 0.3067 loss_ce_0: 0.4187 loss_bbox_0: 0.2606 loss_giou_0: 0.4857 loss_ce_1: 0.2979 loss_bbox_1: 0.1776 loss_giou_1: 0.3457 loss_ce_2: 0.2429 loss_bbox_2: 0.1605 loss_giou_2: 0.3263 loss_ce_3: 0.2106 loss_bbox_3: 0.1539 loss_giou_3: 0.3121 loss_ce_4: 0.2003 loss_bbox_4: 0.1509 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:27] d2.utils.events INFO: eta: 1:44:25 iter: 427699 total_loss: 4.678 loss_ce: 0.1933 loss_bbox: 0.1529 loss_giou: 0.2755 loss_ce_0: 0.4141 loss_bbox_0: 0.2617 loss_giou_0: 0.4261 loss_ce_1: 0.3061 loss_bbox_1: 0.1811 loss_giou_1: 0.3241 loss_ce_2: 0.2494 loss_bbox_2: 0.1649 loss_giou_2: 0.2979 loss_ce_3: 0.2093 loss_bbox_3: 0.1612 loss_giou_3: 0.2909 loss_ce_4: 0.1985 loss_bbox_4: 0.1534 loss_giou_4: 0.2809 time: 0.2800 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:33] d2.utils.events INFO: eta: 1:44:22 iter: 427719 total_loss: 4.49 loss_ce: 0.181 loss_bbox: 0.1578 loss_giou: 0.302 loss_ce_0: 0.4157 loss_bbox_0: 0.2512 loss_giou_0: 0.4391 loss_ce_1: 0.2912 loss_bbox_1: 0.1787 loss_giou_1: 0.3243 loss_ce_2: 0.2409 loss_bbox_2: 0.1671 loss_giou_2: 0.3043 loss_ce_3: 0.1997 loss_bbox_3: 0.1647 loss_giou_3: 0.2983 loss_ce_4: 0.1844 loss_bbox_4: 0.1614 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:38] d2.utils.events INFO: eta: 1:44:16 iter: 427739 total_loss: 4.742 loss_ce: 0.204 loss_bbox: 0.1625 loss_giou: 0.3085 loss_ce_0: 0.4263 loss_bbox_0: 0.2663 loss_giou_0: 0.4569 loss_ce_1: 0.321 loss_bbox_1: 0.1928 loss_giou_1: 0.3595 loss_ce_2: 0.2474 loss_bbox_2: 0.1756 loss_giou_2: 0.3323 loss_ce_3: 0.2157 loss_bbox_3: 0.1698 loss_giou_3: 0.3161 loss_ce_4: 0.2088 loss_bbox_4: 0.1643 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:44] d2.utils.events INFO: eta: 1:44:09 iter: 427759 total_loss: 4.943 loss_ce: 0.2064 loss_bbox: 0.1538 loss_giou: 0.2949 loss_ce_0: 0.4446 loss_bbox_0: 0.2745 loss_giou_0: 0.4573 loss_ce_1: 0.327 loss_bbox_1: 0.191 loss_giou_1: 0.3441 loss_ce_2: 0.2597 loss_bbox_2: 0.1726 loss_giou_2: 0.3205 loss_ce_3: 0.2236 loss_bbox_3: 0.1641 loss_giou_3: 0.309 loss_ce_4: 0.2122 loss_bbox_4: 0.1565 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0210 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:50] d2.utils.events INFO: eta: 1:44:07 iter: 427779 total_loss: 5.037 loss_ce: 0.215 loss_bbox: 0.1632 loss_giou: 0.3055 loss_ce_0: 0.4281 loss_bbox_0: 0.2666 loss_giou_0: 0.4573 loss_ce_1: 0.3138 loss_bbox_1: 0.1943 loss_giou_1: 0.348 loss_ce_2: 0.2659 loss_bbox_2: 0.1796 loss_giou_2: 0.3214 loss_ce_3: 0.2377 loss_bbox_3: 0.1739 loss_giou_3: 0.3162 loss_ce_4: 0.2212 loss_bbox_4: 0.1668 loss_giou_4: 0.3104 time: 0.2800 data_time: 0.0303 lr: 2.5e-07 max_mem: 5427M [11/04 00:09:55] d2.utils.events INFO: eta: 1:44:02 iter: 427799 total_loss: 4.824 loss_ce: 0.2034 loss_bbox: 0.158 loss_giou: 0.3015 loss_ce_0: 0.4324 loss_bbox_0: 0.2597 loss_giou_0: 0.4932 loss_ce_1: 0.3133 loss_bbox_1: 0.1827 loss_giou_1: 0.3508 loss_ce_2: 0.2537 loss_bbox_2: 0.1616 loss_giou_2: 0.3209 loss_ce_3: 0.2188 loss_bbox_3: 0.1633 loss_giou_3: 0.31 loss_ce_4: 0.2022 loss_bbox_4: 0.1591 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:01] d2.utils.events INFO: eta: 1:43:57 iter: 427819 total_loss: 4.768 loss_ce: 0.1949 loss_bbox: 0.1548 loss_giou: 0.2994 loss_ce_0: 0.4139 loss_bbox_0: 0.2724 loss_giou_0: 0.4641 loss_ce_1: 0.2963 loss_bbox_1: 0.1883 loss_giou_1: 0.3436 loss_ce_2: 0.248 loss_bbox_2: 0.1704 loss_giou_2: 0.3134 loss_ce_3: 0.2136 loss_bbox_3: 0.1628 loss_giou_3: 0.3084 loss_ce_4: 0.1983 loss_bbox_4: 0.1543 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0232 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:07] d2.utils.events INFO: eta: 1:43:51 iter: 427839 total_loss: 4.996 loss_ce: 0.2109 loss_bbox: 0.1586 loss_giou: 0.2893 loss_ce_0: 0.4505 loss_bbox_0: 0.2644 loss_giou_0: 0.4435 loss_ce_1: 0.3183 loss_bbox_1: 0.1839 loss_giou_1: 0.3343 loss_ce_2: 0.2578 loss_bbox_2: 0.1693 loss_giou_2: 0.3027 loss_ce_3: 0.2409 loss_bbox_3: 0.1679 loss_giou_3: 0.3025 loss_ce_4: 0.2196 loss_bbox_4: 0.1587 loss_giou_4: 0.2948 time: 0.2800 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:12] d2.utils.events INFO: eta: 1:43:47 iter: 427859 total_loss: 4.545 loss_ce: 0.2031 loss_bbox: 0.1329 loss_giou: 0.2828 loss_ce_0: 0.4091 loss_bbox_0: 0.2446 loss_giou_0: 0.4681 loss_ce_1: 0.3121 loss_bbox_1: 0.1618 loss_giou_1: 0.3387 loss_ce_2: 0.2475 loss_bbox_2: 0.1441 loss_giou_2: 0.3076 loss_ce_3: 0.2054 loss_bbox_3: 0.1436 loss_giou_3: 0.2885 loss_ce_4: 0.2043 loss_bbox_4: 0.1382 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:18] d2.utils.events INFO: eta: 1:43:40 iter: 427879 total_loss: 4.624 loss_ce: 0.1897 loss_bbox: 0.1629 loss_giou: 0.3122 loss_ce_0: 0.4211 loss_bbox_0: 0.2614 loss_giou_0: 0.4564 loss_ce_1: 0.3082 loss_bbox_1: 0.1927 loss_giou_1: 0.3432 loss_ce_2: 0.2466 loss_bbox_2: 0.173 loss_giou_2: 0.324 loss_ce_3: 0.2138 loss_bbox_3: 0.1628 loss_giou_3: 0.3113 loss_ce_4: 0.1992 loss_bbox_4: 0.1629 loss_giou_4: 0.3094 time: 0.2800 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:24] d2.utils.events INFO: eta: 1:43:34 iter: 427899 total_loss: 4.682 loss_ce: 0.1878 loss_bbox: 0.1474 loss_giou: 0.3068 loss_ce_0: 0.4232 loss_bbox_0: 0.2516 loss_giou_0: 0.4555 loss_ce_1: 0.314 loss_bbox_1: 0.1755 loss_giou_1: 0.3557 loss_ce_2: 0.2505 loss_bbox_2: 0.1576 loss_giou_2: 0.3269 loss_ce_3: 0.2211 loss_bbox_3: 0.1515 loss_giou_3: 0.3198 loss_ce_4: 0.1911 loss_bbox_4: 0.1516 loss_giou_4: 0.3121 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:30] d2.utils.events INFO: eta: 1:43:30 iter: 427919 total_loss: 5.061 loss_ce: 0.2159 loss_bbox: 0.1549 loss_giou: 0.338 loss_ce_0: 0.4379 loss_bbox_0: 0.2524 loss_giou_0: 0.4953 loss_ce_1: 0.3143 loss_bbox_1: 0.1803 loss_giou_1: 0.375 loss_ce_2: 0.2631 loss_bbox_2: 0.1634 loss_giou_2: 0.3569 loss_ce_3: 0.2313 loss_bbox_3: 0.1634 loss_giou_3: 0.3425 loss_ce_4: 0.2189 loss_bbox_4: 0.1557 loss_giou_4: 0.3421 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:35] d2.utils.events INFO: eta: 1:43:25 iter: 427939 total_loss: 4.828 loss_ce: 0.2072 loss_bbox: 0.1615 loss_giou: 0.3221 loss_ce_0: 0.4224 loss_bbox_0: 0.2625 loss_giou_0: 0.4751 loss_ce_1: 0.302 loss_bbox_1: 0.18 loss_giou_1: 0.3594 loss_ce_2: 0.2539 loss_bbox_2: 0.1727 loss_giou_2: 0.3376 loss_ce_3: 0.2264 loss_bbox_3: 0.1626 loss_giou_3: 0.3304 loss_ce_4: 0.2068 loss_bbox_4: 0.1628 loss_giou_4: 0.3261 time: 0.2800 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:41] d2.utils.events INFO: eta: 1:43:18 iter: 427959 total_loss: 4.495 loss_ce: 0.1723 loss_bbox: 0.1479 loss_giou: 0.2991 loss_ce_0: 0.3965 loss_bbox_0: 0.2489 loss_giou_0: 0.4383 loss_ce_1: 0.2748 loss_bbox_1: 0.1774 loss_giou_1: 0.3415 loss_ce_2: 0.2245 loss_bbox_2: 0.1576 loss_giou_2: 0.3151 loss_ce_3: 0.1872 loss_bbox_3: 0.1519 loss_giou_3: 0.3081 loss_ce_4: 0.1755 loss_bbox_4: 0.1487 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:47] d2.utils.events INFO: eta: 1:43:13 iter: 427979 total_loss: 4.723 loss_ce: 0.1963 loss_bbox: 0.1608 loss_giou: 0.2945 loss_ce_0: 0.4197 loss_bbox_0: 0.2636 loss_giou_0: 0.446 loss_ce_1: 0.3021 loss_bbox_1: 0.1833 loss_giou_1: 0.3269 loss_ce_2: 0.2405 loss_bbox_2: 0.1749 loss_giou_2: 0.3115 loss_ce_3: 0.2123 loss_bbox_3: 0.1702 loss_giou_3: 0.3005 loss_ce_4: 0.2035 loss_bbox_4: 0.1643 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0314 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:52] d2.utils.events INFO: eta: 1:43:07 iter: 427999 total_loss: 4.521 loss_ce: 0.1676 loss_bbox: 0.151 loss_giou: 0.2817 loss_ce_0: 0.4081 loss_bbox_0: 0.2485 loss_giou_0: 0.4303 loss_ce_1: 0.2818 loss_bbox_1: 0.1745 loss_giou_1: 0.3152 loss_ce_2: 0.223 loss_bbox_2: 0.1617 loss_giou_2: 0.2975 loss_ce_3: 0.1922 loss_bbox_3: 0.1599 loss_giou_3: 0.2903 loss_ce_4: 0.1758 loss_bbox_4: 0.1532 loss_giou_4: 0.2841 time: 0.2800 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 00:10:58] d2.utils.events INFO: eta: 1:43:00 iter: 428019 total_loss: 4.849 loss_ce: 0.1922 loss_bbox: 0.1486 loss_giou: 0.3255 loss_ce_0: 0.438 loss_bbox_0: 0.253 loss_giou_0: 0.493 loss_ce_1: 0.3187 loss_bbox_1: 0.1752 loss_giou_1: 0.3631 loss_ce_2: 0.2496 loss_bbox_2: 0.1566 loss_giou_2: 0.3421 loss_ce_3: 0.2137 loss_bbox_3: 0.1538 loss_giou_3: 0.334 loss_ce_4: 0.1959 loss_bbox_4: 0.1513 loss_giou_4: 0.3268 time: 0.2800 data_time: 0.0311 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:03] d2.utils.events INFO: eta: 1:42:54 iter: 428039 total_loss: 5.031 loss_ce: 0.2235 loss_bbox: 0.1645 loss_giou: 0.2981 loss_ce_0: 0.4426 loss_bbox_0: 0.2707 loss_giou_0: 0.4652 loss_ce_1: 0.3326 loss_bbox_1: 0.1894 loss_giou_1: 0.3523 loss_ce_2: 0.2759 loss_bbox_2: 0.1777 loss_giou_2: 0.3233 loss_ce_3: 0.2545 loss_bbox_3: 0.1703 loss_giou_3: 0.3162 loss_ce_4: 0.2247 loss_bbox_4: 0.1626 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0315 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:09] d2.utils.events INFO: eta: 1:42:46 iter: 428059 total_loss: 4.694 loss_ce: 0.1983 loss_bbox: 0.1588 loss_giou: 0.2868 loss_ce_0: 0.4308 loss_bbox_0: 0.2494 loss_giou_0: 0.4323 loss_ce_1: 0.3096 loss_bbox_1: 0.1807 loss_giou_1: 0.3306 loss_ce_2: 0.2528 loss_bbox_2: 0.1662 loss_giou_2: 0.3103 loss_ce_3: 0.2135 loss_bbox_3: 0.1638 loss_giou_3: 0.2911 loss_ce_4: 0.2007 loss_bbox_4: 0.162 loss_giou_4: 0.2854 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:15] d2.utils.events INFO: eta: 1:42:41 iter: 428079 total_loss: 4.39 loss_ce: 0.1824 loss_bbox: 0.1499 loss_giou: 0.2716 loss_ce_0: 0.4159 loss_bbox_0: 0.2575 loss_giou_0: 0.4421 loss_ce_1: 0.2917 loss_bbox_1: 0.1833 loss_giou_1: 0.3261 loss_ce_2: 0.243 loss_bbox_2: 0.1646 loss_giou_2: 0.2898 loss_ce_3: 0.2024 loss_bbox_3: 0.1552 loss_giou_3: 0.2849 loss_ce_4: 0.1852 loss_bbox_4: 0.155 loss_giou_4: 0.2759 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:20] d2.utils.events INFO: eta: 1:42:37 iter: 428099 total_loss: 4.734 loss_ce: 0.2033 loss_bbox: 0.1463 loss_giou: 0.3094 loss_ce_0: 0.424 loss_bbox_0: 0.2597 loss_giou_0: 0.4792 loss_ce_1: 0.3191 loss_bbox_1: 0.1692 loss_giou_1: 0.3598 loss_ce_2: 0.2567 loss_bbox_2: 0.1518 loss_giou_2: 0.3275 loss_ce_3: 0.2241 loss_bbox_3: 0.1472 loss_giou_3: 0.3225 loss_ce_4: 0.2102 loss_bbox_4: 0.1478 loss_giou_4: 0.3144 time: 0.2800 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:26] d2.utils.events INFO: eta: 1:42:32 iter: 428119 total_loss: 4.677 loss_ce: 0.1906 loss_bbox: 0.1517 loss_giou: 0.3011 loss_ce_0: 0.4177 loss_bbox_0: 0.2581 loss_giou_0: 0.4426 loss_ce_1: 0.2962 loss_bbox_1: 0.1798 loss_giou_1: 0.3381 loss_ce_2: 0.2481 loss_bbox_2: 0.1637 loss_giou_2: 0.3151 loss_ce_3: 0.2095 loss_bbox_3: 0.1578 loss_giou_3: 0.3087 loss_ce_4: 0.1947 loss_bbox_4: 0.1563 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0312 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:32] d2.utils.events INFO: eta: 1:42:27 iter: 428139 total_loss: 4.8 loss_ce: 0.2012 loss_bbox: 0.1574 loss_giou: 0.3066 loss_ce_0: 0.4304 loss_bbox_0: 0.2601 loss_giou_0: 0.4672 loss_ce_1: 0.3177 loss_bbox_1: 0.1844 loss_giou_1: 0.3506 loss_ce_2: 0.2491 loss_bbox_2: 0.1659 loss_giou_2: 0.3235 loss_ce_3: 0.2185 loss_bbox_3: 0.1633 loss_giou_3: 0.3192 loss_ce_4: 0.1976 loss_bbox_4: 0.1601 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:38] d2.utils.events INFO: eta: 1:42:22 iter: 428159 total_loss: 4.42 loss_ce: 0.1788 loss_bbox: 0.1486 loss_giou: 0.29 loss_ce_0: 0.4132 loss_bbox_0: 0.2547 loss_giou_0: 0.4372 loss_ce_1: 0.2916 loss_bbox_1: 0.1686 loss_giou_1: 0.3278 loss_ce_2: 0.2313 loss_bbox_2: 0.1561 loss_giou_2: 0.3039 loss_ce_3: 0.2021 loss_bbox_3: 0.1559 loss_giou_3: 0.3026 loss_ce_4: 0.1867 loss_bbox_4: 0.151 loss_giou_4: 0.2932 time: 0.2800 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:43] d2.utils.events INFO: eta: 1:42:16 iter: 428179 total_loss: 4.66 loss_ce: 0.1761 loss_bbox: 0.1452 loss_giou: 0.2741 loss_ce_0: 0.4236 loss_bbox_0: 0.2657 loss_giou_0: 0.4399 loss_ce_1: 0.3138 loss_bbox_1: 0.1771 loss_giou_1: 0.3319 loss_ce_2: 0.245 loss_bbox_2: 0.1627 loss_giou_2: 0.3042 loss_ce_3: 0.2173 loss_bbox_3: 0.1479 loss_giou_3: 0.2849 loss_ce_4: 0.1872 loss_bbox_4: 0.1502 loss_giou_4: 0.2795 time: 0.2800 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:49] d2.utils.events INFO: eta: 1:42:10 iter: 428199 total_loss: 4.687 loss_ce: 0.2094 loss_bbox: 0.1581 loss_giou: 0.2892 loss_ce_0: 0.4382 loss_bbox_0: 0.2665 loss_giou_0: 0.4442 loss_ce_1: 0.3313 loss_bbox_1: 0.1808 loss_giou_1: 0.3357 loss_ce_2: 0.2576 loss_bbox_2: 0.1708 loss_giou_2: 0.3157 loss_ce_3: 0.2194 loss_bbox_3: 0.1626 loss_giou_3: 0.3035 loss_ce_4: 0.2097 loss_bbox_4: 0.1618 loss_giou_4: 0.2923 time: 0.2800 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 00:11:54] d2.utils.events INFO: eta: 1:42:02 iter: 428219 total_loss: 4.937 loss_ce: 0.2094 loss_bbox: 0.1626 loss_giou: 0.2973 loss_ce_0: 0.4403 loss_bbox_0: 0.2631 loss_giou_0: 0.4748 loss_ce_1: 0.3103 loss_bbox_1: 0.1904 loss_giou_1: 0.3482 loss_ce_2: 0.269 loss_bbox_2: 0.1793 loss_giou_2: 0.3294 loss_ce_3: 0.2294 loss_bbox_3: 0.1685 loss_giou_3: 0.3117 loss_ce_4: 0.2178 loss_bbox_4: 0.1667 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:00] d2.utils.events INFO: eta: 1:41:55 iter: 428239 total_loss: 4.997 loss_ce: 0.2139 loss_bbox: 0.1554 loss_giou: 0.318 loss_ce_0: 0.449 loss_bbox_0: 0.2565 loss_giou_0: 0.4941 loss_ce_1: 0.338 loss_bbox_1: 0.1847 loss_giou_1: 0.3628 loss_ce_2: 0.2644 loss_bbox_2: 0.1618 loss_giou_2: 0.3445 loss_ce_3: 0.2373 loss_bbox_3: 0.1584 loss_giou_3: 0.3264 loss_ce_4: 0.2188 loss_bbox_4: 0.1567 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:06] d2.utils.events INFO: eta: 1:41:48 iter: 428259 total_loss: 4.659 loss_ce: 0.1909 loss_bbox: 0.137 loss_giou: 0.3077 loss_ce_0: 0.4109 loss_bbox_0: 0.2518 loss_giou_0: 0.4541 loss_ce_1: 0.3041 loss_bbox_1: 0.1712 loss_giou_1: 0.3386 loss_ce_2: 0.2457 loss_bbox_2: 0.1515 loss_giou_2: 0.3155 loss_ce_3: 0.2117 loss_bbox_3: 0.1456 loss_giou_3: 0.307 loss_ce_4: 0.1958 loss_bbox_4: 0.1419 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:11] d2.utils.events INFO: eta: 1:41:44 iter: 428279 total_loss: 4.763 loss_ce: 0.1858 loss_bbox: 0.1601 loss_giou: 0.3009 loss_ce_0: 0.4216 loss_bbox_0: 0.2659 loss_giou_0: 0.4674 loss_ce_1: 0.3155 loss_bbox_1: 0.1917 loss_giou_1: 0.3442 loss_ce_2: 0.2578 loss_bbox_2: 0.1745 loss_giou_2: 0.319 loss_ce_3: 0.2136 loss_bbox_3: 0.1671 loss_giou_3: 0.3105 loss_ce_4: 0.1922 loss_bbox_4: 0.1624 loss_giou_4: 0.3067 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:17] d2.utils.events INFO: eta: 1:41:37 iter: 428299 total_loss: 4.597 loss_ce: 0.2023 loss_bbox: 0.1426 loss_giou: 0.2882 loss_ce_0: 0.419 loss_bbox_0: 0.2542 loss_giou_0: 0.4614 loss_ce_1: 0.3235 loss_bbox_1: 0.17 loss_giou_1: 0.3377 loss_ce_2: 0.2559 loss_bbox_2: 0.1534 loss_giou_2: 0.3104 loss_ce_3: 0.2354 loss_bbox_3: 0.1488 loss_giou_3: 0.3037 loss_ce_4: 0.2029 loss_bbox_4: 0.1471 loss_giou_4: 0.2944 time: 0.2800 data_time: 0.0227 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:23] d2.utils.events INFO: eta: 1:41:29 iter: 428319 total_loss: 4.689 loss_ce: 0.1988 loss_bbox: 0.1533 loss_giou: 0.3015 loss_ce_0: 0.4319 loss_bbox_0: 0.2768 loss_giou_0: 0.4711 loss_ce_1: 0.3171 loss_bbox_1: 0.1943 loss_giou_1: 0.3525 loss_ce_2: 0.2478 loss_bbox_2: 0.1701 loss_giou_2: 0.3214 loss_ce_3: 0.2176 loss_bbox_3: 0.1633 loss_giou_3: 0.315 loss_ce_4: 0.2039 loss_bbox_4: 0.156 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0315 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:28] d2.utils.events INFO: eta: 1:41:21 iter: 428339 total_loss: 4.959 loss_ce: 0.2099 loss_bbox: 0.1655 loss_giou: 0.2983 loss_ce_0: 0.4224 loss_bbox_0: 0.2647 loss_giou_0: 0.4435 loss_ce_1: 0.304 loss_bbox_1: 0.1933 loss_giou_1: 0.3421 loss_ce_2: 0.2522 loss_bbox_2: 0.1719 loss_giou_2: 0.3042 loss_ce_3: 0.2182 loss_bbox_3: 0.1635 loss_giou_3: 0.3016 loss_ce_4: 0.2128 loss_bbox_4: 0.1645 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:34] d2.utils.events INFO: eta: 1:41:15 iter: 428359 total_loss: 4.81 loss_ce: 0.1977 loss_bbox: 0.1459 loss_giou: 0.3 loss_ce_0: 0.429 loss_bbox_0: 0.2643 loss_giou_0: 0.4972 loss_ce_1: 0.3214 loss_bbox_1: 0.1806 loss_giou_1: 0.3569 loss_ce_2: 0.249 loss_bbox_2: 0.1616 loss_giou_2: 0.3239 loss_ce_3: 0.2172 loss_bbox_3: 0.1516 loss_giou_3: 0.3063 loss_ce_4: 0.203 loss_bbox_4: 0.1467 loss_giou_4: 0.3038 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:40] d2.utils.events INFO: eta: 1:41:10 iter: 428379 total_loss: 4.651 loss_ce: 0.21 loss_bbox: 0.1477 loss_giou: 0.2857 loss_ce_0: 0.4119 loss_bbox_0: 0.2535 loss_giou_0: 0.4311 loss_ce_1: 0.3057 loss_bbox_1: 0.1808 loss_giou_1: 0.319 loss_ce_2: 0.253 loss_bbox_2: 0.1611 loss_giou_2: 0.3018 loss_ce_3: 0.2239 loss_bbox_3: 0.1557 loss_giou_3: 0.2996 loss_ce_4: 0.2151 loss_bbox_4: 0.1517 loss_giou_4: 0.2896 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:45] d2.utils.events INFO: eta: 1:41:02 iter: 428399 total_loss: 4.753 loss_ce: 0.1938 loss_bbox: 0.1519 loss_giou: 0.2968 loss_ce_0: 0.4185 loss_bbox_0: 0.2525 loss_giou_0: 0.4471 loss_ce_1: 0.314 loss_bbox_1: 0.1755 loss_giou_1: 0.3329 loss_ce_2: 0.2396 loss_bbox_2: 0.1595 loss_giou_2: 0.3135 loss_ce_3: 0.2055 loss_bbox_3: 0.154 loss_giou_3: 0.3008 loss_ce_4: 0.193 loss_bbox_4: 0.1528 loss_giou_4: 0.2947 time: 0.2800 data_time: 0.0342 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:51] d2.utils.events INFO: eta: 1:40:56 iter: 428419 total_loss: 4.592 loss_ce: 0.1942 loss_bbox: 0.1498 loss_giou: 0.2879 loss_ce_0: 0.4169 loss_bbox_0: 0.2623 loss_giou_0: 0.4379 loss_ce_1: 0.2981 loss_bbox_1: 0.1811 loss_giou_1: 0.3235 loss_ce_2: 0.2479 loss_bbox_2: 0.1636 loss_giou_2: 0.3003 loss_ce_3: 0.2205 loss_bbox_3: 0.1558 loss_giou_3: 0.2946 loss_ce_4: 0.1996 loss_bbox_4: 0.1539 loss_giou_4: 0.2882 time: 0.2800 data_time: 0.0213 lr: 2.5e-07 max_mem: 5427M [11/04 00:12:57] d2.utils.events INFO: eta: 1:40:48 iter: 428439 total_loss: 4.658 loss_ce: 0.1919 loss_bbox: 0.1634 loss_giou: 0.2941 loss_ce_0: 0.4166 loss_bbox_0: 0.265 loss_giou_0: 0.4431 loss_ce_1: 0.3025 loss_bbox_1: 0.1915 loss_giou_1: 0.3378 loss_ce_2: 0.241 loss_bbox_2: 0.1804 loss_giou_2: 0.3156 loss_ce_3: 0.2106 loss_bbox_3: 0.1718 loss_giou_3: 0.3074 loss_ce_4: 0.1976 loss_bbox_4: 0.1668 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:02] d2.utils.events INFO: eta: 1:40:43 iter: 428459 total_loss: 4.592 loss_ce: 0.1968 loss_bbox: 0.1408 loss_giou: 0.3014 loss_ce_0: 0.4309 loss_bbox_0: 0.2469 loss_giou_0: 0.4336 loss_ce_1: 0.3046 loss_bbox_1: 0.1706 loss_giou_1: 0.3272 loss_ce_2: 0.2436 loss_bbox_2: 0.1506 loss_giou_2: 0.3162 loss_ce_3: 0.2119 loss_bbox_3: 0.1455 loss_giou_3: 0.3115 loss_ce_4: 0.203 loss_bbox_4: 0.1437 loss_giou_4: 0.3042 time: 0.2800 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:08] d2.utils.events INFO: eta: 1:40:36 iter: 428479 total_loss: 4.779 loss_ce: 0.2077 loss_bbox: 0.1597 loss_giou: 0.2991 loss_ce_0: 0.4295 loss_bbox_0: 0.2688 loss_giou_0: 0.4518 loss_ce_1: 0.3211 loss_bbox_1: 0.19 loss_giou_1: 0.3414 loss_ce_2: 0.2595 loss_bbox_2: 0.1704 loss_giou_2: 0.3234 loss_ce_3: 0.2189 loss_bbox_3: 0.1676 loss_giou_3: 0.3146 loss_ce_4: 0.211 loss_bbox_4: 0.1611 loss_giou_4: 0.3041 time: 0.2800 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:14] d2.utils.events INFO: eta: 1:40:31 iter: 428499 total_loss: 4.774 loss_ce: 0.2165 loss_bbox: 0.159 loss_giou: 0.3081 loss_ce_0: 0.4227 loss_bbox_0: 0.2709 loss_giou_0: 0.4813 loss_ce_1: 0.3177 loss_bbox_1: 0.1906 loss_giou_1: 0.3583 loss_ce_2: 0.2621 loss_bbox_2: 0.1731 loss_giou_2: 0.3272 loss_ce_3: 0.2298 loss_bbox_3: 0.1644 loss_giou_3: 0.3193 loss_ce_4: 0.2204 loss_bbox_4: 0.1603 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:19] d2.utils.events INFO: eta: 1:40:25 iter: 428519 total_loss: 4.67 loss_ce: 0.2062 loss_bbox: 0.1576 loss_giou: 0.2859 loss_ce_0: 0.4311 loss_bbox_0: 0.2675 loss_giou_0: 0.453 loss_ce_1: 0.3157 loss_bbox_1: 0.183 loss_giou_1: 0.3326 loss_ce_2: 0.2568 loss_bbox_2: 0.17 loss_giou_2: 0.3038 loss_ce_3: 0.2223 loss_bbox_3: 0.1648 loss_giou_3: 0.3015 loss_ce_4: 0.2058 loss_bbox_4: 0.1597 loss_giou_4: 0.2869 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:25] d2.utils.events INFO: eta: 1:40:19 iter: 428539 total_loss: 4.848 loss_ce: 0.2012 loss_bbox: 0.1629 loss_giou: 0.2956 loss_ce_0: 0.4342 loss_bbox_0: 0.2705 loss_giou_0: 0.469 loss_ce_1: 0.3162 loss_bbox_1: 0.1962 loss_giou_1: 0.3531 loss_ce_2: 0.2617 loss_bbox_2: 0.1732 loss_giou_2: 0.3184 loss_ce_3: 0.2237 loss_bbox_3: 0.1702 loss_giou_3: 0.3081 loss_ce_4: 0.2075 loss_bbox_4: 0.1661 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:31] d2.utils.events INFO: eta: 1:40:14 iter: 428559 total_loss: 4.78 loss_ce: 0.2046 loss_bbox: 0.1576 loss_giou: 0.2825 loss_ce_0: 0.4087 loss_bbox_0: 0.256 loss_giou_0: 0.4469 loss_ce_1: 0.3116 loss_bbox_1: 0.1868 loss_giou_1: 0.3336 loss_ce_2: 0.2502 loss_bbox_2: 0.1691 loss_giou_2: 0.3038 loss_ce_3: 0.2195 loss_bbox_3: 0.161 loss_giou_3: 0.295 loss_ce_4: 0.2109 loss_bbox_4: 0.162 loss_giou_4: 0.2874 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:36] d2.utils.events INFO: eta: 1:40:08 iter: 428579 total_loss: 4.64 loss_ce: 0.182 loss_bbox: 0.1497 loss_giou: 0.2944 loss_ce_0: 0.4109 loss_bbox_0: 0.2629 loss_giou_0: 0.4644 loss_ce_1: 0.3019 loss_bbox_1: 0.1824 loss_giou_1: 0.3314 loss_ce_2: 0.237 loss_bbox_2: 0.1645 loss_giou_2: 0.3085 loss_ce_3: 0.2058 loss_bbox_3: 0.1552 loss_giou_3: 0.2991 loss_ce_4: 0.1856 loss_bbox_4: 0.152 loss_giou_4: 0.2974 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:42] d2.utils.events INFO: eta: 1:40:02 iter: 428599 total_loss: 4.705 loss_ce: 0.2003 loss_bbox: 0.1555 loss_giou: 0.3001 loss_ce_0: 0.4291 loss_bbox_0: 0.2638 loss_giou_0: 0.4735 loss_ce_1: 0.3194 loss_bbox_1: 0.1887 loss_giou_1: 0.3516 loss_ce_2: 0.2643 loss_bbox_2: 0.1754 loss_giou_2: 0.3282 loss_ce_3: 0.2309 loss_bbox_3: 0.1624 loss_giou_3: 0.3121 loss_ce_4: 0.2105 loss_bbox_4: 0.1582 loss_giou_4: 0.3113 time: 0.2800 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:48] d2.utils.events INFO: eta: 1:39:58 iter: 428619 total_loss: 4.601 loss_ce: 0.1747 loss_bbox: 0.1623 loss_giou: 0.2853 loss_ce_0: 0.4049 loss_bbox_0: 0.2685 loss_giou_0: 0.4303 loss_ce_1: 0.2976 loss_bbox_1: 0.1954 loss_giou_1: 0.3304 loss_ce_2: 0.2207 loss_bbox_2: 0.1778 loss_giou_2: 0.3056 loss_ce_3: 0.184 loss_bbox_3: 0.1674 loss_giou_3: 0.2941 loss_ce_4: 0.1755 loss_bbox_4: 0.1652 loss_giou_4: 0.2905 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:54] d2.utils.events INFO: eta: 1:39:52 iter: 428639 total_loss: 4.495 loss_ce: 0.1874 loss_bbox: 0.1555 loss_giou: 0.2783 loss_ce_0: 0.3973 loss_bbox_0: 0.2632 loss_giou_0: 0.4179 loss_ce_1: 0.2991 loss_bbox_1: 0.1776 loss_giou_1: 0.3143 loss_ce_2: 0.2321 loss_bbox_2: 0.1723 loss_giou_2: 0.2908 loss_ce_3: 0.206 loss_bbox_3: 0.1641 loss_giou_3: 0.2884 loss_ce_4: 0.1923 loss_bbox_4: 0.1628 loss_giou_4: 0.2836 time: 0.2800 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 00:13:59] d2.utils.events INFO: eta: 1:39:48 iter: 428659 total_loss: 4.582 loss_ce: 0.192 loss_bbox: 0.1443 loss_giou: 0.2812 loss_ce_0: 0.4154 loss_bbox_0: 0.2547 loss_giou_0: 0.4525 loss_ce_1: 0.3048 loss_bbox_1: 0.1792 loss_giou_1: 0.3381 loss_ce_2: 0.2373 loss_bbox_2: 0.1598 loss_giou_2: 0.3025 loss_ce_3: 0.2129 loss_bbox_3: 0.1505 loss_giou_3: 0.2925 loss_ce_4: 0.1979 loss_bbox_4: 0.1495 loss_giou_4: 0.285 time: 0.2800 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:05] d2.utils.events INFO: eta: 1:39:42 iter: 428679 total_loss: 4.748 loss_ce: 0.2053 loss_bbox: 0.1529 loss_giou: 0.2947 loss_ce_0: 0.4185 loss_bbox_0: 0.2542 loss_giou_0: 0.4537 loss_ce_1: 0.3173 loss_bbox_1: 0.1837 loss_giou_1: 0.3309 loss_ce_2: 0.2623 loss_bbox_2: 0.1707 loss_giou_2: 0.3128 loss_ce_3: 0.2263 loss_bbox_3: 0.161 loss_giou_3: 0.2998 loss_ce_4: 0.2075 loss_bbox_4: 0.1569 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:11] d2.utils.events INFO: eta: 1:39:38 iter: 428699 total_loss: 4.613 loss_ce: 0.1998 loss_bbox: 0.1527 loss_giou: 0.286 loss_ce_0: 0.4154 loss_bbox_0: 0.2645 loss_giou_0: 0.4405 loss_ce_1: 0.308 loss_bbox_1: 0.1843 loss_giou_1: 0.3349 loss_ce_2: 0.2503 loss_bbox_2: 0.1674 loss_giou_2: 0.3048 loss_ce_3: 0.216 loss_bbox_3: 0.1606 loss_giou_3: 0.2997 loss_ce_4: 0.2008 loss_bbox_4: 0.1571 loss_giou_4: 0.2952 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:16] d2.utils.events INFO: eta: 1:39:33 iter: 428719 total_loss: 4.656 loss_ce: 0.192 loss_bbox: 0.1483 loss_giou: 0.2951 loss_ce_0: 0.417 loss_bbox_0: 0.2539 loss_giou_0: 0.461 loss_ce_1: 0.3072 loss_bbox_1: 0.1774 loss_giou_1: 0.3441 loss_ce_2: 0.2528 loss_bbox_2: 0.1585 loss_giou_2: 0.3109 loss_ce_3: 0.219 loss_bbox_3: 0.1546 loss_giou_3: 0.3064 loss_ce_4: 0.2063 loss_bbox_4: 0.1494 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:22] d2.utils.events INFO: eta: 1:39:26 iter: 428739 total_loss: 4.641 loss_ce: 0.1869 loss_bbox: 0.1561 loss_giou: 0.2969 loss_ce_0: 0.4289 loss_bbox_0: 0.252 loss_giou_0: 0.4564 loss_ce_1: 0.3155 loss_bbox_1: 0.1719 loss_giou_1: 0.3371 loss_ce_2: 0.2436 loss_bbox_2: 0.1682 loss_giou_2: 0.3133 loss_ce_3: 0.212 loss_bbox_3: 0.1659 loss_giou_3: 0.3086 loss_ce_4: 0.1942 loss_bbox_4: 0.1574 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:28] d2.utils.events INFO: eta: 1:39:21 iter: 428759 total_loss: 4.72 loss_ce: 0.1869 loss_bbox: 0.1522 loss_giou: 0.3098 loss_ce_0: 0.4201 loss_bbox_0: 0.2665 loss_giou_0: 0.4642 loss_ce_1: 0.3044 loss_bbox_1: 0.1817 loss_giou_1: 0.3531 loss_ce_2: 0.2393 loss_bbox_2: 0.1691 loss_giou_2: 0.3242 loss_ce_3: 0.2085 loss_bbox_3: 0.1606 loss_giou_3: 0.3191 loss_ce_4: 0.1927 loss_bbox_4: 0.1564 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:33] d2.utils.events INFO: eta: 1:39:14 iter: 428779 total_loss: 4.773 loss_ce: 0.1993 loss_bbox: 0.1603 loss_giou: 0.2967 loss_ce_0: 0.4189 loss_bbox_0: 0.2568 loss_giou_0: 0.454 loss_ce_1: 0.3146 loss_bbox_1: 0.1897 loss_giou_1: 0.3347 loss_ce_2: 0.2485 loss_bbox_2: 0.1727 loss_giou_2: 0.3128 loss_ce_3: 0.2223 loss_bbox_3: 0.1683 loss_giou_3: 0.3027 loss_ce_4: 0.1995 loss_bbox_4: 0.164 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:39] d2.utils.events INFO: eta: 1:39:07 iter: 428799 total_loss: 4.701 loss_ce: 0.1956 loss_bbox: 0.1438 loss_giou: 0.3042 loss_ce_0: 0.4301 loss_bbox_0: 0.2386 loss_giou_0: 0.4568 loss_ce_1: 0.3053 loss_bbox_1: 0.1641 loss_giou_1: 0.3414 loss_ce_2: 0.2458 loss_bbox_2: 0.1581 loss_giou_2: 0.3177 loss_ce_3: 0.2219 loss_bbox_3: 0.1499 loss_giou_3: 0.3127 loss_ce_4: 0.2048 loss_bbox_4: 0.1479 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:45] d2.utils.events INFO: eta: 1:39:01 iter: 428819 total_loss: 4.884 loss_ce: 0.2084 loss_bbox: 0.1508 loss_giou: 0.3256 loss_ce_0: 0.4232 loss_bbox_0: 0.2463 loss_giou_0: 0.4989 loss_ce_1: 0.3078 loss_bbox_1: 0.1705 loss_giou_1: 0.3668 loss_ce_2: 0.243 loss_bbox_2: 0.1588 loss_giou_2: 0.3418 loss_ce_3: 0.2246 loss_bbox_3: 0.155 loss_giou_3: 0.3358 loss_ce_4: 0.211 loss_bbox_4: 0.1499 loss_giou_4: 0.3248 time: 0.2800 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:50] d2.utils.events INFO: eta: 1:38:55 iter: 428839 total_loss: 4.694 loss_ce: 0.1928 loss_bbox: 0.1618 loss_giou: 0.2908 loss_ce_0: 0.4212 loss_bbox_0: 0.2618 loss_giou_0: 0.4678 loss_ce_1: 0.3059 loss_bbox_1: 0.183 loss_giou_1: 0.3475 loss_ce_2: 0.2492 loss_bbox_2: 0.1723 loss_giou_2: 0.3086 loss_ce_3: 0.2071 loss_bbox_3: 0.1613 loss_giou_3: 0.299 loss_ce_4: 0.1911 loss_bbox_4: 0.1599 loss_giou_4: 0.2982 time: 0.2800 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 00:14:56] d2.utils.events INFO: eta: 1:38:48 iter: 428859 total_loss: 4.589 loss_ce: 0.195 loss_bbox: 0.148 loss_giou: 0.2873 loss_ce_0: 0.4105 loss_bbox_0: 0.2527 loss_giou_0: 0.4578 loss_ce_1: 0.3039 loss_bbox_1: 0.1757 loss_giou_1: 0.3286 loss_ce_2: 0.2473 loss_bbox_2: 0.1632 loss_giou_2: 0.3084 loss_ce_3: 0.2101 loss_bbox_3: 0.156 loss_giou_3: 0.298 loss_ce_4: 0.1968 loss_bbox_4: 0.1511 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:02] d2.utils.events INFO: eta: 1:38:43 iter: 428879 total_loss: 4.76 loss_ce: 0.1969 loss_bbox: 0.158 loss_giou: 0.3019 loss_ce_0: 0.4099 loss_bbox_0: 0.2583 loss_giou_0: 0.4824 loss_ce_1: 0.3033 loss_bbox_1: 0.1934 loss_giou_1: 0.3383 loss_ce_2: 0.251 loss_bbox_2: 0.1715 loss_giou_2: 0.3123 loss_ce_3: 0.2161 loss_bbox_3: 0.1635 loss_giou_3: 0.3051 loss_ce_4: 0.1997 loss_bbox_4: 0.1606 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:07] d2.utils.events INFO: eta: 1:38:37 iter: 428899 total_loss: 4.651 loss_ce: 0.1845 loss_bbox: 0.1522 loss_giou: 0.3204 loss_ce_0: 0.4089 loss_bbox_0: 0.2522 loss_giou_0: 0.4735 loss_ce_1: 0.2903 loss_bbox_1: 0.1825 loss_giou_1: 0.3568 loss_ce_2: 0.2285 loss_bbox_2: 0.1636 loss_giou_2: 0.3291 loss_ce_3: 0.1994 loss_bbox_3: 0.1557 loss_giou_3: 0.3245 loss_ce_4: 0.1866 loss_bbox_4: 0.1532 loss_giou_4: 0.3213 time: 0.2800 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:13] d2.utils.events INFO: eta: 1:38:31 iter: 428919 total_loss: 4.836 loss_ce: 0.2019 loss_bbox: 0.1571 loss_giou: 0.3223 loss_ce_0: 0.4326 loss_bbox_0: 0.2615 loss_giou_0: 0.4896 loss_ce_1: 0.313 loss_bbox_1: 0.1875 loss_giou_1: 0.3619 loss_ce_2: 0.2581 loss_bbox_2: 0.1701 loss_giou_2: 0.3412 loss_ce_3: 0.2279 loss_bbox_3: 0.1667 loss_giou_3: 0.3316 loss_ce_4: 0.2059 loss_bbox_4: 0.1618 loss_giou_4: 0.327 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:19] d2.utils.events INFO: eta: 1:38:27 iter: 428939 total_loss: 4.85 loss_ce: 0.2137 loss_bbox: 0.1526 loss_giou: 0.2905 loss_ce_0: 0.4272 loss_bbox_0: 0.2617 loss_giou_0: 0.4683 loss_ce_1: 0.3187 loss_bbox_1: 0.1839 loss_giou_1: 0.3426 loss_ce_2: 0.268 loss_bbox_2: 0.1722 loss_giou_2: 0.3106 loss_ce_3: 0.228 loss_bbox_3: 0.1632 loss_giou_3: 0.3002 loss_ce_4: 0.219 loss_bbox_4: 0.1545 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0221 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:25] d2.utils.events INFO: eta: 1:38:22 iter: 428959 total_loss: 4.737 loss_ce: 0.2021 loss_bbox: 0.1495 loss_giou: 0.2948 loss_ce_0: 0.4381 loss_bbox_0: 0.2644 loss_giou_0: 0.4453 loss_ce_1: 0.3186 loss_bbox_1: 0.1868 loss_giou_1: 0.3478 loss_ce_2: 0.2518 loss_bbox_2: 0.1701 loss_giou_2: 0.3114 loss_ce_3: 0.2182 loss_bbox_3: 0.1601 loss_giou_3: 0.3054 loss_ce_4: 0.21 loss_bbox_4: 0.1527 loss_giou_4: 0.3005 time: 0.2800 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:30] d2.utils.events INFO: eta: 1:38:16 iter: 428979 total_loss: 4.572 loss_ce: 0.2021 loss_bbox: 0.1549 loss_giou: 0.2904 loss_ce_0: 0.4156 loss_bbox_0: 0.2605 loss_giou_0: 0.4687 loss_ce_1: 0.3069 loss_bbox_1: 0.1813 loss_giou_1: 0.3326 loss_ce_2: 0.2443 loss_bbox_2: 0.1658 loss_giou_2: 0.3134 loss_ce_3: 0.2149 loss_bbox_3: 0.1625 loss_giou_3: 0.2978 loss_ce_4: 0.208 loss_bbox_4: 0.1539 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0232 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:36] d2.utils.events INFO: eta: 1:38:10 iter: 428999 total_loss: 4.811 loss_ce: 0.2133 loss_bbox: 0.1509 loss_giou: 0.2979 loss_ce_0: 0.4227 loss_bbox_0: 0.2718 loss_giou_0: 0.464 loss_ce_1: 0.3098 loss_bbox_1: 0.1789 loss_giou_1: 0.3419 loss_ce_2: 0.2448 loss_bbox_2: 0.1569 loss_giou_2: 0.3164 loss_ce_3: 0.2217 loss_bbox_3: 0.155 loss_giou_3: 0.3072 loss_ce_4: 0.2182 loss_bbox_4: 0.1504 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:42] d2.utils.events INFO: eta: 1:38:07 iter: 429019 total_loss: 4.588 loss_ce: 0.1841 loss_bbox: 0.1525 loss_giou: 0.2966 loss_ce_0: 0.4081 loss_bbox_0: 0.2602 loss_giou_0: 0.4521 loss_ce_1: 0.3029 loss_bbox_1: 0.1788 loss_giou_1: 0.3387 loss_ce_2: 0.2474 loss_bbox_2: 0.1665 loss_giou_2: 0.3114 loss_ce_3: 0.2101 loss_bbox_3: 0.1609 loss_giou_3: 0.3028 loss_ce_4: 0.1896 loss_bbox_4: 0.1538 loss_giou_4: 0.3052 time: 0.2800 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:47] d2.utils.events INFO: eta: 1:38:00 iter: 429039 total_loss: 4.568 loss_ce: 0.1885 loss_bbox: 0.1404 loss_giou: 0.2837 loss_ce_0: 0.4226 loss_bbox_0: 0.2495 loss_giou_0: 0.432 loss_ce_1: 0.2978 loss_bbox_1: 0.1692 loss_giou_1: 0.3216 loss_ce_2: 0.2357 loss_bbox_2: 0.1476 loss_giou_2: 0.2956 loss_ce_3: 0.2039 loss_bbox_3: 0.1425 loss_giou_3: 0.2883 loss_ce_4: 0.1927 loss_bbox_4: 0.1419 loss_giou_4: 0.2891 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:53] d2.utils.events INFO: eta: 1:37:56 iter: 429059 total_loss: 5.023 loss_ce: 0.2138 loss_bbox: 0.1564 loss_giou: 0.3087 loss_ce_0: 0.4174 loss_bbox_0: 0.2702 loss_giou_0: 0.4807 loss_ce_1: 0.3293 loss_bbox_1: 0.1836 loss_giou_1: 0.3548 loss_ce_2: 0.2801 loss_bbox_2: 0.1693 loss_giou_2: 0.3266 loss_ce_3: 0.2456 loss_bbox_3: 0.1589 loss_giou_3: 0.3132 loss_ce_4: 0.2247 loss_bbox_4: 0.1542 loss_giou_4: 0.3138 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:15:59] d2.utils.events INFO: eta: 1:37:51 iter: 429079 total_loss: 4.995 loss_ce: 0.2129 loss_bbox: 0.1499 loss_giou: 0.3147 loss_ce_0: 0.4338 loss_bbox_0: 0.2559 loss_giou_0: 0.4759 loss_ce_1: 0.3155 loss_bbox_1: 0.1765 loss_giou_1: 0.3519 loss_ce_2: 0.2649 loss_bbox_2: 0.1589 loss_giou_2: 0.3258 loss_ce_3: 0.2346 loss_bbox_3: 0.1562 loss_giou_3: 0.3151 loss_ce_4: 0.2189 loss_bbox_4: 0.1525 loss_giou_4: 0.3165 time: 0.2800 data_time: 0.0303 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:04] d2.utils.events INFO: eta: 1:37:45 iter: 429099 total_loss: 4.446 loss_ce: 0.176 loss_bbox: 0.1353 loss_giou: 0.2789 loss_ce_0: 0.4105 loss_bbox_0: 0.237 loss_giou_0: 0.4408 loss_ce_1: 0.2911 loss_bbox_1: 0.1626 loss_giou_1: 0.3265 loss_ce_2: 0.231 loss_bbox_2: 0.1463 loss_giou_2: 0.2927 loss_ce_3: 0.1964 loss_bbox_3: 0.1405 loss_giou_3: 0.2866 loss_ce_4: 0.1841 loss_bbox_4: 0.1376 loss_giou_4: 0.2823 time: 0.2800 data_time: 0.0199 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:10] d2.utils.events INFO: eta: 1:37:38 iter: 429119 total_loss: 4.979 loss_ce: 0.2279 loss_bbox: 0.1441 loss_giou: 0.2966 loss_ce_0: 0.4403 loss_bbox_0: 0.2565 loss_giou_0: 0.4681 loss_ce_1: 0.3403 loss_bbox_1: 0.1713 loss_giou_1: 0.3413 loss_ce_2: 0.2773 loss_bbox_2: 0.153 loss_giou_2: 0.3208 loss_ce_3: 0.245 loss_bbox_3: 0.1516 loss_giou_3: 0.3087 loss_ce_4: 0.2287 loss_bbox_4: 0.1497 loss_giou_4: 0.3075 time: 0.2800 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:16] d2.utils.events INFO: eta: 1:37:32 iter: 429139 total_loss: 4.942 loss_ce: 0.2149 loss_bbox: 0.1688 loss_giou: 0.3041 loss_ce_0: 0.4235 loss_bbox_0: 0.2902 loss_giou_0: 0.4655 loss_ce_1: 0.3365 loss_bbox_1: 0.1988 loss_giou_1: 0.3357 loss_ce_2: 0.2725 loss_bbox_2: 0.1809 loss_giou_2: 0.3249 loss_ce_3: 0.2384 loss_bbox_3: 0.175 loss_giou_3: 0.3152 loss_ce_4: 0.2225 loss_bbox_4: 0.1687 loss_giou_4: 0.3146 time: 0.2800 data_time: 0.0207 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:21] d2.utils.events INFO: eta: 1:37:26 iter: 429159 total_loss: 4.76 loss_ce: 0.2048 loss_bbox: 0.1598 loss_giou: 0.2894 loss_ce_0: 0.4334 loss_bbox_0: 0.2535 loss_giou_0: 0.4403 loss_ce_1: 0.318 loss_bbox_1: 0.1916 loss_giou_1: 0.3298 loss_ce_2: 0.2521 loss_bbox_2: 0.1728 loss_giou_2: 0.3098 loss_ce_3: 0.2266 loss_bbox_3: 0.1657 loss_giou_3: 0.2928 loss_ce_4: 0.2059 loss_bbox_4: 0.1663 loss_giou_4: 0.2909 time: 0.2800 data_time: 0.0225 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:27] d2.utils.events INFO: eta: 1:37:25 iter: 429179 total_loss: 4.843 loss_ce: 0.2003 loss_bbox: 0.1461 loss_giou: 0.3034 loss_ce_0: 0.4263 loss_bbox_0: 0.266 loss_giou_0: 0.4842 loss_ce_1: 0.3097 loss_bbox_1: 0.1812 loss_giou_1: 0.3515 loss_ce_2: 0.249 loss_bbox_2: 0.1646 loss_giou_2: 0.3177 loss_ce_3: 0.2202 loss_bbox_3: 0.1549 loss_giou_3: 0.3088 loss_ce_4: 0.2042 loss_bbox_4: 0.1514 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:33] d2.utils.events INFO: eta: 1:37:20 iter: 429199 total_loss: 4.507 loss_ce: 0.1882 loss_bbox: 0.1417 loss_giou: 0.2705 loss_ce_0: 0.4184 loss_bbox_0: 0.2484 loss_giou_0: 0.4232 loss_ce_1: 0.296 loss_bbox_1: 0.1698 loss_giou_1: 0.3193 loss_ce_2: 0.2365 loss_bbox_2: 0.154 loss_giou_2: 0.2836 loss_ce_3: 0.1994 loss_bbox_3: 0.1485 loss_giou_3: 0.2785 loss_ce_4: 0.1907 loss_bbox_4: 0.1449 loss_giou_4: 0.2777 time: 0.2800 data_time: 0.0195 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:38] d2.utils.events INFO: eta: 1:37:14 iter: 429219 total_loss: 4.636 loss_ce: 0.1926 loss_bbox: 0.1459 loss_giou: 0.2994 loss_ce_0: 0.4305 loss_bbox_0: 0.2526 loss_giou_0: 0.4609 loss_ce_1: 0.3113 loss_bbox_1: 0.1729 loss_giou_1: 0.3496 loss_ce_2: 0.2464 loss_bbox_2: 0.1573 loss_giou_2: 0.3235 loss_ce_3: 0.2125 loss_bbox_3: 0.1534 loss_giou_3: 0.3096 loss_ce_4: 0.1926 loss_bbox_4: 0.1512 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0195 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:44] d2.utils.events INFO: eta: 1:37:10 iter: 429239 total_loss: 4.846 loss_ce: 0.2084 loss_bbox: 0.1625 loss_giou: 0.2993 loss_ce_0: 0.4403 loss_bbox_0: 0.2667 loss_giou_0: 0.4834 loss_ce_1: 0.3117 loss_bbox_1: 0.1899 loss_giou_1: 0.352 loss_ce_2: 0.2536 loss_bbox_2: 0.1757 loss_giou_2: 0.3216 loss_ce_3: 0.2244 loss_bbox_3: 0.1688 loss_giou_3: 0.3082 loss_ce_4: 0.211 loss_bbox_4: 0.167 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:50] d2.utils.events INFO: eta: 1:37:05 iter: 429259 total_loss: 5.088 loss_ce: 0.2075 loss_bbox: 0.1558 loss_giou: 0.3248 loss_ce_0: 0.4509 loss_bbox_0: 0.2643 loss_giou_0: 0.4776 loss_ce_1: 0.3227 loss_bbox_1: 0.1891 loss_giou_1: 0.3656 loss_ce_2: 0.2667 loss_bbox_2: 0.1692 loss_giou_2: 0.3469 loss_ce_3: 0.2349 loss_bbox_3: 0.1644 loss_giou_3: 0.3361 loss_ce_4: 0.2195 loss_bbox_4: 0.1588 loss_giou_4: 0.3312 time: 0.2800 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/04 00:16:55] d2.utils.events INFO: eta: 1:36:58 iter: 429279 total_loss: 4.976 loss_ce: 0.2043 loss_bbox: 0.1616 loss_giou: 0.3166 loss_ce_0: 0.4234 loss_bbox_0: 0.2561 loss_giou_0: 0.4992 loss_ce_1: 0.3041 loss_bbox_1: 0.1836 loss_giou_1: 0.3622 loss_ce_2: 0.2526 loss_bbox_2: 0.1688 loss_giou_2: 0.3327 loss_ce_3: 0.2249 loss_bbox_3: 0.1633 loss_giou_3: 0.3261 loss_ce_4: 0.2062 loss_bbox_4: 0.1639 loss_giou_4: 0.3273 time: 0.2800 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:01] d2.utils.events INFO: eta: 1:36:53 iter: 429299 total_loss: 4.504 loss_ce: 0.1965 loss_bbox: 0.1555 loss_giou: 0.2775 loss_ce_0: 0.4286 loss_bbox_0: 0.2699 loss_giou_0: 0.4614 loss_ce_1: 0.3163 loss_bbox_1: 0.184 loss_giou_1: 0.3242 loss_ce_2: 0.2434 loss_bbox_2: 0.1689 loss_giou_2: 0.2994 loss_ce_3: 0.212 loss_bbox_3: 0.162 loss_giou_3: 0.2869 loss_ce_4: 0.1997 loss_bbox_4: 0.1597 loss_giou_4: 0.2829 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:07] d2.utils.events INFO: eta: 1:36:49 iter: 429319 total_loss: 4.682 loss_ce: 0.1985 loss_bbox: 0.1504 loss_giou: 0.3029 loss_ce_0: 0.4241 loss_bbox_0: 0.2559 loss_giou_0: 0.4795 loss_ce_1: 0.3226 loss_bbox_1: 0.1756 loss_giou_1: 0.3504 loss_ce_2: 0.2591 loss_bbox_2: 0.1583 loss_giou_2: 0.3185 loss_ce_3: 0.2233 loss_bbox_3: 0.1563 loss_giou_3: 0.3223 loss_ce_4: 0.2083 loss_bbox_4: 0.152 loss_giou_4: 0.3136 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:12] d2.utils.events INFO: eta: 1:36:44 iter: 429339 total_loss: 4.675 loss_ce: 0.1931 loss_bbox: 0.1482 loss_giou: 0.3139 loss_ce_0: 0.4204 loss_bbox_0: 0.2476 loss_giou_0: 0.4628 loss_ce_1: 0.3037 loss_bbox_1: 0.1759 loss_giou_1: 0.3492 loss_ce_2: 0.2393 loss_bbox_2: 0.1586 loss_giou_2: 0.322 loss_ce_3: 0.2038 loss_bbox_3: 0.1523 loss_giou_3: 0.3151 loss_ce_4: 0.191 loss_bbox_4: 0.1554 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:18] d2.utils.events INFO: eta: 1:36:38 iter: 429359 total_loss: 4.682 loss_ce: 0.1949 loss_bbox: 0.1454 loss_giou: 0.2893 loss_ce_0: 0.4305 loss_bbox_0: 0.25 loss_giou_0: 0.4903 loss_ce_1: 0.3159 loss_bbox_1: 0.1693 loss_giou_1: 0.344 loss_ce_2: 0.256 loss_bbox_2: 0.1514 loss_giou_2: 0.3165 loss_ce_3: 0.212 loss_bbox_3: 0.1462 loss_giou_3: 0.302 loss_ce_4: 0.1932 loss_bbox_4: 0.1475 loss_giou_4: 0.2969 time: 0.2800 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:24] d2.utils.events INFO: eta: 1:36:33 iter: 429379 total_loss: 4.808 loss_ce: 0.1967 loss_bbox: 0.1588 loss_giou: 0.3192 loss_ce_0: 0.4223 loss_bbox_0: 0.2543 loss_giou_0: 0.4735 loss_ce_1: 0.3104 loss_bbox_1: 0.1757 loss_giou_1: 0.3518 loss_ce_2: 0.2557 loss_bbox_2: 0.1643 loss_giou_2: 0.3288 loss_ce_3: 0.2255 loss_bbox_3: 0.1626 loss_giou_3: 0.3273 loss_ce_4: 0.2005 loss_bbox_4: 0.158 loss_giou_4: 0.3187 time: 0.2800 data_time: 0.0196 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:29] d2.utils.events INFO: eta: 1:36:27 iter: 429399 total_loss: 4.585 loss_ce: 0.1781 loss_bbox: 0.1584 loss_giou: 0.2991 loss_ce_0: 0.4082 loss_bbox_0: 0.2626 loss_giou_0: 0.4396 loss_ce_1: 0.2948 loss_bbox_1: 0.1858 loss_giou_1: 0.3226 loss_ce_2: 0.2387 loss_bbox_2: 0.1737 loss_giou_2: 0.3118 loss_ce_3: 0.2051 loss_bbox_3: 0.166 loss_giou_3: 0.3076 loss_ce_4: 0.1866 loss_bbox_4: 0.159 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:35] d2.utils.events INFO: eta: 1:36:22 iter: 429419 total_loss: 4.446 loss_ce: 0.177 loss_bbox: 0.1433 loss_giou: 0.2875 loss_ce_0: 0.3889 loss_bbox_0: 0.2398 loss_giou_0: 0.4753 loss_ce_1: 0.2936 loss_bbox_1: 0.1705 loss_giou_1: 0.3365 loss_ce_2: 0.2281 loss_bbox_2: 0.1507 loss_giou_2: 0.3032 loss_ce_3: 0.1891 loss_bbox_3: 0.1486 loss_giou_3: 0.3044 loss_ce_4: 0.1825 loss_bbox_4: 0.1457 loss_giou_4: 0.2948 time: 0.2800 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:41] d2.utils.events INFO: eta: 1:36:20 iter: 429439 total_loss: 4.672 loss_ce: 0.1839 loss_bbox: 0.1519 loss_giou: 0.2884 loss_ce_0: 0.429 loss_bbox_0: 0.2584 loss_giou_0: 0.4652 loss_ce_1: 0.2999 loss_bbox_1: 0.1797 loss_giou_1: 0.3284 loss_ce_2: 0.241 loss_bbox_2: 0.1637 loss_giou_2: 0.3083 loss_ce_3: 0.203 loss_bbox_3: 0.1591 loss_giou_3: 0.3031 loss_ce_4: 0.1909 loss_bbox_4: 0.1534 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:46] d2.utils.events INFO: eta: 1:36:13 iter: 429459 total_loss: 4.676 loss_ce: 0.1935 loss_bbox: 0.1531 loss_giou: 0.2712 loss_ce_0: 0.4244 loss_bbox_0: 0.2701 loss_giou_0: 0.4236 loss_ce_1: 0.3022 loss_bbox_1: 0.1858 loss_giou_1: 0.3164 loss_ce_2: 0.2502 loss_bbox_2: 0.1716 loss_giou_2: 0.2901 loss_ce_3: 0.2124 loss_bbox_3: 0.1621 loss_giou_3: 0.285 loss_ce_4: 0.1952 loss_bbox_4: 0.1577 loss_giou_4: 0.2768 time: 0.2800 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:52] d2.utils.events INFO: eta: 1:36:09 iter: 429479 total_loss: 4.756 loss_ce: 0.2005 loss_bbox: 0.1452 loss_giou: 0.303 loss_ce_0: 0.4264 loss_bbox_0: 0.2575 loss_giou_0: 0.4656 loss_ce_1: 0.3204 loss_bbox_1: 0.1726 loss_giou_1: 0.3505 loss_ce_2: 0.2595 loss_bbox_2: 0.1579 loss_giou_2: 0.324 loss_ce_3: 0.2217 loss_bbox_3: 0.1509 loss_giou_3: 0.3102 loss_ce_4: 0.2076 loss_bbox_4: 0.1486 loss_giou_4: 0.3032 time: 0.2800 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 00:17:58] d2.utils.events INFO: eta: 1:35:59 iter: 429499 total_loss: 4.504 loss_ce: 0.175 loss_bbox: 0.1551 loss_giou: 0.2864 loss_ce_0: 0.4051 loss_bbox_0: 0.2592 loss_giou_0: 0.4366 loss_ce_1: 0.2966 loss_bbox_1: 0.1799 loss_giou_1: 0.3291 loss_ce_2: 0.2315 loss_bbox_2: 0.1592 loss_giou_2: 0.3049 loss_ce_3: 0.2038 loss_bbox_3: 0.1563 loss_giou_3: 0.2976 loss_ce_4: 0.1846 loss_bbox_4: 0.1568 loss_giou_4: 0.2933 time: 0.2800 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:03] d2.utils.events INFO: eta: 1:35:52 iter: 429519 total_loss: 4.674 loss_ce: 0.2027 loss_bbox: 0.1483 loss_giou: 0.2876 loss_ce_0: 0.4318 loss_bbox_0: 0.2567 loss_giou_0: 0.4667 loss_ce_1: 0.3168 loss_bbox_1: 0.1801 loss_giou_1: 0.3437 loss_ce_2: 0.2597 loss_bbox_2: 0.1637 loss_giou_2: 0.3102 loss_ce_3: 0.228 loss_bbox_3: 0.1575 loss_giou_3: 0.3045 loss_ce_4: 0.2061 loss_bbox_4: 0.1552 loss_giou_4: 0.2941 time: 0.2800 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:09] d2.utils.events INFO: eta: 1:35:47 iter: 429539 total_loss: 4.702 loss_ce: 0.1857 loss_bbox: 0.155 loss_giou: 0.2922 loss_ce_0: 0.4282 loss_bbox_0: 0.2567 loss_giou_0: 0.469 loss_ce_1: 0.3193 loss_bbox_1: 0.1758 loss_giou_1: 0.3431 loss_ce_2: 0.2446 loss_bbox_2: 0.1656 loss_giou_2: 0.3117 loss_ce_3: 0.2133 loss_bbox_3: 0.1586 loss_giou_3: 0.3047 loss_ce_4: 0.19 loss_bbox_4: 0.157 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0223 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:15] d2.utils.events INFO: eta: 1:35:42 iter: 429559 total_loss: 4.547 loss_ce: 0.1837 loss_bbox: 0.1437 loss_giou: 0.2973 loss_ce_0: 0.396 loss_bbox_0: 0.2469 loss_giou_0: 0.4713 loss_ce_1: 0.2977 loss_bbox_1: 0.1675 loss_giou_1: 0.3386 loss_ce_2: 0.2291 loss_bbox_2: 0.1503 loss_giou_2: 0.3133 loss_ce_3: 0.2038 loss_bbox_3: 0.1458 loss_giou_3: 0.305 loss_ce_4: 0.1841 loss_bbox_4: 0.1458 loss_giou_4: 0.3013 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:20] d2.utils.events INFO: eta: 1:35:37 iter: 429579 total_loss: 4.696 loss_ce: 0.2008 loss_bbox: 0.1492 loss_giou: 0.2969 loss_ce_0: 0.4193 loss_bbox_0: 0.2457 loss_giou_0: 0.4738 loss_ce_1: 0.3144 loss_bbox_1: 0.183 loss_giou_1: 0.3368 loss_ce_2: 0.2426 loss_bbox_2: 0.1604 loss_giou_2: 0.3172 loss_ce_3: 0.225 loss_bbox_3: 0.152 loss_giou_3: 0.3028 loss_ce_4: 0.2054 loss_bbox_4: 0.1538 loss_giou_4: 0.2999 time: 0.2800 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:26] d2.utils.events INFO: eta: 1:35:31 iter: 429599 total_loss: 4.834 loss_ce: 0.1962 loss_bbox: 0.1559 loss_giou: 0.3029 loss_ce_0: 0.42 loss_bbox_0: 0.259 loss_giou_0: 0.4667 loss_ce_1: 0.3241 loss_bbox_1: 0.1835 loss_giou_1: 0.3526 loss_ce_2: 0.2604 loss_bbox_2: 0.1656 loss_giou_2: 0.3158 loss_ce_3: 0.2197 loss_bbox_3: 0.1647 loss_giou_3: 0.3114 loss_ce_4: 0.2027 loss_bbox_4: 0.1579 loss_giou_4: 0.304 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:32] d2.utils.events INFO: eta: 1:35:24 iter: 429619 total_loss: 4.627 loss_ce: 0.1856 loss_bbox: 0.1569 loss_giou: 0.2907 loss_ce_0: 0.4251 loss_bbox_0: 0.2619 loss_giou_0: 0.4412 loss_ce_1: 0.313 loss_bbox_1: 0.1816 loss_giou_1: 0.3284 loss_ce_2: 0.2478 loss_bbox_2: 0.1735 loss_giou_2: 0.3074 loss_ce_3: 0.2124 loss_bbox_3: 0.1667 loss_giou_3: 0.3003 loss_ce_4: 0.1941 loss_bbox_4: 0.1605 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:38] d2.utils.events INFO: eta: 1:35:18 iter: 429639 total_loss: 4.878 loss_ce: 0.193 loss_bbox: 0.1513 loss_giou: 0.3319 loss_ce_0: 0.4342 loss_bbox_0: 0.2499 loss_giou_0: 0.4913 loss_ce_1: 0.3008 loss_bbox_1: 0.1676 loss_giou_1: 0.3564 loss_ce_2: 0.2424 loss_bbox_2: 0.1556 loss_giou_2: 0.3434 loss_ce_3: 0.2103 loss_bbox_3: 0.1589 loss_giou_3: 0.3397 loss_ce_4: 0.1935 loss_bbox_4: 0.1534 loss_giou_4: 0.3345 time: 0.2800 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:43] d2.utils.events INFO: eta: 1:35:13 iter: 429659 total_loss: 4.552 loss_ce: 0.1802 loss_bbox: 0.1484 loss_giou: 0.3147 loss_ce_0: 0.418 loss_bbox_0: 0.255 loss_giou_0: 0.4844 loss_ce_1: 0.3005 loss_bbox_1: 0.1808 loss_giou_1: 0.3567 loss_ce_2: 0.234 loss_bbox_2: 0.1616 loss_giou_2: 0.3289 loss_ce_3: 0.211 loss_bbox_3: 0.1559 loss_giou_3: 0.3168 loss_ce_4: 0.1957 loss_bbox_4: 0.1551 loss_giou_4: 0.313 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:49] d2.utils.events INFO: eta: 1:35:07 iter: 429679 total_loss: 4.992 loss_ce: 0.2138 loss_bbox: 0.1574 loss_giou: 0.3202 loss_ce_0: 0.4167 loss_bbox_0: 0.268 loss_giou_0: 0.4913 loss_ce_1: 0.3161 loss_bbox_1: 0.1867 loss_giou_1: 0.3661 loss_ce_2: 0.2559 loss_bbox_2: 0.1759 loss_giou_2: 0.3345 loss_ce_3: 0.2306 loss_bbox_3: 0.1699 loss_giou_3: 0.3306 loss_ce_4: 0.2184 loss_bbox_4: 0.1613 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 00:18:55] d2.utils.events INFO: eta: 1:35:01 iter: 429699 total_loss: 4.867 loss_ce: 0.1982 loss_bbox: 0.1382 loss_giou: 0.2946 loss_ce_0: 0.4221 loss_bbox_0: 0.2638 loss_giou_0: 0.4708 loss_ce_1: 0.3252 loss_bbox_1: 0.1743 loss_giou_1: 0.3482 loss_ce_2: 0.2577 loss_bbox_2: 0.1551 loss_giou_2: 0.3212 loss_ce_3: 0.2295 loss_bbox_3: 0.1469 loss_giou_3: 0.3077 loss_ce_4: 0.2108 loss_bbox_4: 0.1418 loss_giou_4: 0.3026 time: 0.2800 data_time: 0.0183 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:01] d2.utils.events INFO: eta: 1:34:56 iter: 429719 total_loss: 4.488 loss_ce: 0.1916 loss_bbox: 0.1426 loss_giou: 0.2791 loss_ce_0: 0.426 loss_bbox_0: 0.2502 loss_giou_0: 0.4656 loss_ce_1: 0.2957 loss_bbox_1: 0.169 loss_giou_1: 0.3339 loss_ce_2: 0.2392 loss_bbox_2: 0.1527 loss_giou_2: 0.3054 loss_ce_3: 0.2081 loss_bbox_3: 0.15 loss_giou_3: 0.2998 loss_ce_4: 0.1889 loss_bbox_4: 0.1448 loss_giou_4: 0.2841 time: 0.2800 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:06] d2.utils.events INFO: eta: 1:34:50 iter: 429739 total_loss: 4.772 loss_ce: 0.1895 loss_bbox: 0.162 loss_giou: 0.3156 loss_ce_0: 0.4239 loss_bbox_0: 0.2747 loss_giou_0: 0.4876 loss_ce_1: 0.3119 loss_bbox_1: 0.1847 loss_giou_1: 0.3579 loss_ce_2: 0.2501 loss_bbox_2: 0.1705 loss_giou_2: 0.3325 loss_ce_3: 0.212 loss_bbox_3: 0.1693 loss_giou_3: 0.3244 loss_ce_4: 0.1922 loss_bbox_4: 0.1635 loss_giou_4: 0.3214 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:12] d2.utils.events INFO: eta: 1:34:45 iter: 429759 total_loss: 4.572 loss_ce: 0.1894 loss_bbox: 0.1625 loss_giou: 0.2927 loss_ce_0: 0.4183 loss_bbox_0: 0.2515 loss_giou_0: 0.4609 loss_ce_1: 0.3161 loss_bbox_1: 0.1843 loss_giou_1: 0.3611 loss_ce_2: 0.2547 loss_bbox_2: 0.1712 loss_giou_2: 0.31 loss_ce_3: 0.2112 loss_bbox_3: 0.168 loss_giou_3: 0.3022 loss_ce_4: 0.1995 loss_bbox_4: 0.1662 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:18] d2.utils.events INFO: eta: 1:34:40 iter: 429779 total_loss: 4.827 loss_ce: 0.2009 loss_bbox: 0.1652 loss_giou: 0.3072 loss_ce_0: 0.4279 loss_bbox_0: 0.2797 loss_giou_0: 0.4971 loss_ce_1: 0.3154 loss_bbox_1: 0.1947 loss_giou_1: 0.3457 loss_ce_2: 0.2503 loss_bbox_2: 0.1771 loss_giou_2: 0.3313 loss_ce_3: 0.2166 loss_bbox_3: 0.1739 loss_giou_3: 0.3133 loss_ce_4: 0.2007 loss_bbox_4: 0.171 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:23] d2.utils.events INFO: eta: 1:34:36 iter: 429799 total_loss: 4.656 loss_ce: 0.2071 loss_bbox: 0.1599 loss_giou: 0.2926 loss_ce_0: 0.4248 loss_bbox_0: 0.2668 loss_giou_0: 0.4367 loss_ce_1: 0.31 loss_bbox_1: 0.1897 loss_giou_1: 0.333 loss_ce_2: 0.2535 loss_bbox_2: 0.1708 loss_giou_2: 0.3112 loss_ce_3: 0.225 loss_bbox_3: 0.1644 loss_giou_3: 0.3066 loss_ce_4: 0.2058 loss_bbox_4: 0.1618 loss_giou_4: 0.3024 time: 0.2800 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:29] d2.utils.events INFO: eta: 1:34:28 iter: 429819 total_loss: 4.967 loss_ce: 0.2083 loss_bbox: 0.1634 loss_giou: 0.3252 loss_ce_0: 0.4242 loss_bbox_0: 0.2669 loss_giou_0: 0.4854 loss_ce_1: 0.3172 loss_bbox_1: 0.1875 loss_giou_1: 0.3737 loss_ce_2: 0.2601 loss_bbox_2: 0.1817 loss_giou_2: 0.3422 loss_ce_3: 0.2229 loss_bbox_3: 0.1762 loss_giou_3: 0.3338 loss_ce_4: 0.2121 loss_bbox_4: 0.1689 loss_giou_4: 0.3313 time: 0.2800 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:35] d2.utils.events INFO: eta: 1:34:23 iter: 429839 total_loss: 4.704 loss_ce: 0.2002 loss_bbox: 0.1511 loss_giou: 0.3002 loss_ce_0: 0.4319 loss_bbox_0: 0.2649 loss_giou_0: 0.4643 loss_ce_1: 0.3127 loss_bbox_1: 0.1835 loss_giou_1: 0.3448 loss_ce_2: 0.2497 loss_bbox_2: 0.165 loss_giou_2: 0.3174 loss_ce_3: 0.2178 loss_bbox_3: 0.1562 loss_giou_3: 0.3099 loss_ce_4: 0.2066 loss_bbox_4: 0.1521 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:40] d2.utils.events INFO: eta: 1:34:18 iter: 429859 total_loss: 4.627 loss_ce: 0.195 loss_bbox: 0.1539 loss_giou: 0.284 loss_ce_0: 0.4338 loss_bbox_0: 0.2659 loss_giou_0: 0.4572 loss_ce_1: 0.3135 loss_bbox_1: 0.1776 loss_giou_1: 0.33 loss_ce_2: 0.2451 loss_bbox_2: 0.1597 loss_giou_2: 0.3014 loss_ce_3: 0.2233 loss_bbox_3: 0.1587 loss_giou_3: 0.2901 loss_ce_4: 0.2068 loss_bbox_4: 0.1565 loss_giou_4: 0.288 time: 0.2800 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:46] d2.utils.events INFO: eta: 1:34:12 iter: 429879 total_loss: 4.735 loss_ce: 0.1961 loss_bbox: 0.1622 loss_giou: 0.3012 loss_ce_0: 0.4219 loss_bbox_0: 0.261 loss_giou_0: 0.4513 loss_ce_1: 0.3096 loss_bbox_1: 0.1864 loss_giou_1: 0.344 loss_ce_2: 0.242 loss_bbox_2: 0.1697 loss_giou_2: 0.3159 loss_ce_3: 0.2125 loss_bbox_3: 0.1646 loss_giou_3: 0.309 loss_ce_4: 0.1997 loss_bbox_4: 0.1616 loss_giou_4: 0.3089 time: 0.2800 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:52] d2.utils.events INFO: eta: 1:34:07 iter: 429899 total_loss: 4.709 loss_ce: 0.2072 loss_bbox: 0.1577 loss_giou: 0.2848 loss_ce_0: 0.4321 loss_bbox_0: 0.2788 loss_giou_0: 0.4639 loss_ce_1: 0.321 loss_bbox_1: 0.1897 loss_giou_1: 0.3304 loss_ce_2: 0.2527 loss_bbox_2: 0.1707 loss_giou_2: 0.3052 loss_ce_3: 0.2285 loss_bbox_3: 0.1643 loss_giou_3: 0.3003 loss_ce_4: 0.2164 loss_bbox_4: 0.1602 loss_giou_4: 0.2919 time: 0.2800 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 00:19:57] d2.utils.events INFO: eta: 1:34:00 iter: 429919 total_loss: 4.322 loss_ce: 0.1909 loss_bbox: 0.1462 loss_giou: 0.2912 loss_ce_0: 0.4016 loss_bbox_0: 0.2633 loss_giou_0: 0.4474 loss_ce_1: 0.2952 loss_bbox_1: 0.1836 loss_giou_1: 0.3296 loss_ce_2: 0.2437 loss_bbox_2: 0.1547 loss_giou_2: 0.3039 loss_ce_3: 0.2063 loss_bbox_3: 0.1545 loss_giou_3: 0.2994 loss_ce_4: 0.1948 loss_bbox_4: 0.1495 loss_giou_4: 0.2937 time: 0.2800 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:03] d2.utils.events INFO: eta: 1:33:53 iter: 429939 total_loss: 4.81 loss_ce: 0.2089 loss_bbox: 0.1535 loss_giou: 0.3089 loss_ce_0: 0.4274 loss_bbox_0: 0.259 loss_giou_0: 0.46 loss_ce_1: 0.3096 loss_bbox_1: 0.1791 loss_giou_1: 0.3533 loss_ce_2: 0.2592 loss_bbox_2: 0.1632 loss_giou_2: 0.3212 loss_ce_3: 0.2275 loss_bbox_3: 0.1597 loss_giou_3: 0.3197 loss_ce_4: 0.219 loss_bbox_4: 0.1539 loss_giou_4: 0.3106 time: 0.2800 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:09] d2.utils.events INFO: eta: 1:33:48 iter: 429959 total_loss: 4.782 loss_ce: 0.207 loss_bbox: 0.1512 loss_giou: 0.2986 loss_ce_0: 0.419 loss_bbox_0: 0.2701 loss_giou_0: 0.4602 loss_ce_1: 0.3112 loss_bbox_1: 0.1809 loss_giou_1: 0.3329 loss_ce_2: 0.2511 loss_bbox_2: 0.1643 loss_giou_2: 0.3025 loss_ce_3: 0.2248 loss_bbox_3: 0.1577 loss_giou_3: 0.3032 loss_ce_4: 0.2074 loss_bbox_4: 0.1555 loss_giou_4: 0.3003 time: 0.2800 data_time: 0.0225 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:14] d2.utils.events INFO: eta: 1:33:43 iter: 429979 total_loss: 4.724 loss_ce: 0.1927 loss_bbox: 0.1442 loss_giou: 0.3062 loss_ce_0: 0.4159 loss_bbox_0: 0.253 loss_giou_0: 0.4797 loss_ce_1: 0.3237 loss_bbox_1: 0.1753 loss_giou_1: 0.3459 loss_ce_2: 0.2554 loss_bbox_2: 0.1575 loss_giou_2: 0.317 loss_ce_3: 0.2208 loss_bbox_3: 0.1516 loss_giou_3: 0.3126 loss_ce_4: 0.2024 loss_bbox_4: 0.1481 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:20] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0429999.pth [11/04 00:20:22] d2.utils.events INFO: eta: 1:33:36 iter: 429999 total_loss: 4.805 loss_ce: 0.206 loss_bbox: 0.1528 loss_giou: 0.2987 loss_ce_0: 0.4152 loss_bbox_0: 0.263 loss_giou_0: 0.4673 loss_ce_1: 0.3013 loss_bbox_1: 0.1825 loss_giou_1: 0.3502 loss_ce_2: 0.2504 loss_bbox_2: 0.1659 loss_giou_2: 0.3231 loss_ce_3: 0.2154 loss_bbox_3: 0.1598 loss_giou_3: 0.3114 loss_ce_4: 0.2091 loss_bbox_4: 0.1552 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:28] d2.utils.events INFO: eta: 1:33:29 iter: 430019 total_loss: 4.87 loss_ce: 0.1962 loss_bbox: 0.1566 loss_giou: 0.2784 loss_ce_0: 0.4319 loss_bbox_0: 0.2655 loss_giou_0: 0.4566 loss_ce_1: 0.3122 loss_bbox_1: 0.1854 loss_giou_1: 0.3427 loss_ce_2: 0.2498 loss_bbox_2: 0.169 loss_giou_2: 0.3069 loss_ce_3: 0.2214 loss_bbox_3: 0.1615 loss_giou_3: 0.2969 loss_ce_4: 0.2024 loss_bbox_4: 0.1604 loss_giou_4: 0.2855 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:34] d2.utils.events INFO: eta: 1:33:24 iter: 430039 total_loss: 4.874 loss_ce: 0.202 loss_bbox: 0.1498 loss_giou: 0.3067 loss_ce_0: 0.4275 loss_bbox_0: 0.2696 loss_giou_0: 0.4951 loss_ce_1: 0.3142 loss_bbox_1: 0.1764 loss_giou_1: 0.369 loss_ce_2: 0.2514 loss_bbox_2: 0.1615 loss_giou_2: 0.3276 loss_ce_3: 0.2152 loss_bbox_3: 0.1537 loss_giou_3: 0.3082 loss_ce_4: 0.2054 loss_bbox_4: 0.152 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:39] d2.utils.events INFO: eta: 1:33:18 iter: 430059 total_loss: 4.542 loss_ce: 0.1777 loss_bbox: 0.1554 loss_giou: 0.2866 loss_ce_0: 0.4034 loss_bbox_0: 0.2501 loss_giou_0: 0.4525 loss_ce_1: 0.2837 loss_bbox_1: 0.1797 loss_giou_1: 0.3354 loss_ce_2: 0.2248 loss_bbox_2: 0.165 loss_giou_2: 0.3076 loss_ce_3: 0.199 loss_bbox_3: 0.1601 loss_giou_3: 0.2975 loss_ce_4: 0.181 loss_bbox_4: 0.1585 loss_giou_4: 0.2938 time: 0.2800 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:45] d2.utils.events INFO: eta: 1:33:13 iter: 430079 total_loss: 4.766 loss_ce: 0.2017 loss_bbox: 0.1443 loss_giou: 0.2978 loss_ce_0: 0.4206 loss_bbox_0: 0.2554 loss_giou_0: 0.4709 loss_ce_1: 0.3 loss_bbox_1: 0.1763 loss_giou_1: 0.3468 loss_ce_2: 0.2429 loss_bbox_2: 0.1625 loss_giou_2: 0.3191 loss_ce_3: 0.2133 loss_bbox_3: 0.1528 loss_giou_3: 0.3078 loss_ce_4: 0.2089 loss_bbox_4: 0.1479 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:51] d2.utils.events INFO: eta: 1:33:07 iter: 430099 total_loss: 4.807 loss_ce: 0.2168 loss_bbox: 0.1548 loss_giou: 0.3139 loss_ce_0: 0.4349 loss_bbox_0: 0.2607 loss_giou_0: 0.4857 loss_ce_1: 0.321 loss_bbox_1: 0.1758 loss_giou_1: 0.3505 loss_ce_2: 0.2583 loss_bbox_2: 0.1583 loss_giou_2: 0.3271 loss_ce_3: 0.2347 loss_bbox_3: 0.1577 loss_giou_3: 0.3153 loss_ce_4: 0.2203 loss_bbox_4: 0.1551 loss_giou_4: 0.3171 time: 0.2800 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 00:20:56] d2.utils.events INFO: eta: 1:33:02 iter: 430119 total_loss: 4.781 loss_ce: 0.2072 loss_bbox: 0.1495 loss_giou: 0.2963 loss_ce_0: 0.4074 loss_bbox_0: 0.2532 loss_giou_0: 0.4664 loss_ce_1: 0.2995 loss_bbox_1: 0.1783 loss_giou_1: 0.351 loss_ce_2: 0.2494 loss_bbox_2: 0.1594 loss_giou_2: 0.317 loss_ce_3: 0.2237 loss_bbox_3: 0.1546 loss_giou_3: 0.3084 loss_ce_4: 0.2067 loss_bbox_4: 0.1486 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0228 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:02] d2.utils.events INFO: eta: 1:32:56 iter: 430139 total_loss: 4.758 loss_ce: 0.2002 loss_bbox: 0.1572 loss_giou: 0.2948 loss_ce_0: 0.4195 loss_bbox_0: 0.2687 loss_giou_0: 0.4639 loss_ce_1: 0.316 loss_bbox_1: 0.1901 loss_giou_1: 0.3412 loss_ce_2: 0.2498 loss_bbox_2: 0.1733 loss_giou_2: 0.3174 loss_ce_3: 0.2224 loss_bbox_3: 0.1584 loss_giou_3: 0.308 loss_ce_4: 0.2056 loss_bbox_4: 0.1573 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:08] d2.utils.events INFO: eta: 1:32:50 iter: 430159 total_loss: 4.66 loss_ce: 0.1857 loss_bbox: 0.1459 loss_giou: 0.2935 loss_ce_0: 0.4088 loss_bbox_0: 0.2579 loss_giou_0: 0.4467 loss_ce_1: 0.3032 loss_bbox_1: 0.1754 loss_giou_1: 0.3301 loss_ce_2: 0.2322 loss_bbox_2: 0.1577 loss_giou_2: 0.3017 loss_ce_3: 0.2091 loss_bbox_3: 0.1505 loss_giou_3: 0.3006 loss_ce_4: 0.1956 loss_bbox_4: 0.1472 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:13] d2.utils.events INFO: eta: 1:32:44 iter: 430179 total_loss: 4.64 loss_ce: 0.1882 loss_bbox: 0.1531 loss_giou: 0.2882 loss_ce_0: 0.4065 loss_bbox_0: 0.2516 loss_giou_0: 0.4566 loss_ce_1: 0.295 loss_bbox_1: 0.1752 loss_giou_1: 0.3366 loss_ce_2: 0.2409 loss_bbox_2: 0.1603 loss_giou_2: 0.3093 loss_ce_3: 0.2129 loss_bbox_3: 0.1573 loss_giou_3: 0.2935 loss_ce_4: 0.1924 loss_bbox_4: 0.1527 loss_giou_4: 0.2937 time: 0.2800 data_time: 0.0201 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:19] d2.utils.events INFO: eta: 1:32:39 iter: 430199 total_loss: 4.704 loss_ce: 0.1934 loss_bbox: 0.1469 loss_giou: 0.2971 loss_ce_0: 0.4316 loss_bbox_0: 0.2539 loss_giou_0: 0.4564 loss_ce_1: 0.3176 loss_bbox_1: 0.1803 loss_giou_1: 0.3362 loss_ce_2: 0.2509 loss_bbox_2: 0.1628 loss_giou_2: 0.3115 loss_ce_3: 0.2029 loss_bbox_3: 0.1509 loss_giou_3: 0.3058 loss_ce_4: 0.1954 loss_bbox_4: 0.1498 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:25] d2.utils.events INFO: eta: 1:32:33 iter: 430219 total_loss: 4.334 loss_ce: 0.176 loss_bbox: 0.1379 loss_giou: 0.2806 loss_ce_0: 0.399 loss_bbox_0: 0.2394 loss_giou_0: 0.4131 loss_ce_1: 0.2821 loss_bbox_1: 0.1678 loss_giou_1: 0.3171 loss_ce_2: 0.2261 loss_bbox_2: 0.1522 loss_giou_2: 0.2943 loss_ce_3: 0.1904 loss_bbox_3: 0.1455 loss_giou_3: 0.2857 loss_ce_4: 0.1726 loss_bbox_4: 0.1417 loss_giou_4: 0.2848 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:30] d2.utils.events INFO: eta: 1:32:26 iter: 430239 total_loss: 4.667 loss_ce: 0.2088 loss_bbox: 0.1531 loss_giou: 0.3019 loss_ce_0: 0.4326 loss_bbox_0: 0.248 loss_giou_0: 0.4629 loss_ce_1: 0.3155 loss_bbox_1: 0.1731 loss_giou_1: 0.3448 loss_ce_2: 0.2493 loss_bbox_2: 0.1628 loss_giou_2: 0.3233 loss_ce_3: 0.2163 loss_bbox_3: 0.1595 loss_giou_3: 0.3133 loss_ce_4: 0.2129 loss_bbox_4: 0.157 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:36] d2.utils.events INFO: eta: 1:32:22 iter: 430259 total_loss: 4.866 loss_ce: 0.2059 loss_bbox: 0.143 loss_giou: 0.3026 loss_ce_0: 0.4201 loss_bbox_0: 0.2491 loss_giou_0: 0.4853 loss_ce_1: 0.3058 loss_bbox_1: 0.1706 loss_giou_1: 0.347 loss_ce_2: 0.2429 loss_bbox_2: 0.1535 loss_giou_2: 0.3179 loss_ce_3: 0.2226 loss_bbox_3: 0.1506 loss_giou_3: 0.3098 loss_ce_4: 0.2128 loss_bbox_4: 0.1461 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:42] d2.utils.events INFO: eta: 1:32:16 iter: 430279 total_loss: 4.461 loss_ce: 0.1749 loss_bbox: 0.1555 loss_giou: 0.2795 loss_ce_0: 0.3961 loss_bbox_0: 0.2492 loss_giou_0: 0.4353 loss_ce_1: 0.2971 loss_bbox_1: 0.1834 loss_giou_1: 0.3183 loss_ce_2: 0.2254 loss_bbox_2: 0.1688 loss_giou_2: 0.2962 loss_ce_3: 0.1914 loss_bbox_3: 0.1604 loss_giou_3: 0.2831 loss_ce_4: 0.1803 loss_bbox_4: 0.1561 loss_giou_4: 0.2842 time: 0.2800 data_time: 0.0223 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:47] d2.utils.events INFO: eta: 1:32:11 iter: 430299 total_loss: 4.598 loss_ce: 0.1959 loss_bbox: 0.1581 loss_giou: 0.278 loss_ce_0: 0.4238 loss_bbox_0: 0.272 loss_giou_0: 0.4439 loss_ce_1: 0.3057 loss_bbox_1: 0.1847 loss_giou_1: 0.324 loss_ce_2: 0.2456 loss_bbox_2: 0.175 loss_giou_2: 0.2938 loss_ce_3: 0.2232 loss_bbox_3: 0.1684 loss_giou_3: 0.2904 loss_ce_4: 0.2033 loss_bbox_4: 0.1629 loss_giou_4: 0.2847 time: 0.2800 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:53] d2.utils.events INFO: eta: 1:32:05 iter: 430319 total_loss: 4.808 loss_ce: 0.2062 loss_bbox: 0.1518 loss_giou: 0.2976 loss_ce_0: 0.4287 loss_bbox_0: 0.2564 loss_giou_0: 0.4637 loss_ce_1: 0.3151 loss_bbox_1: 0.181 loss_giou_1: 0.3386 loss_ce_2: 0.2577 loss_bbox_2: 0.1676 loss_giou_2: 0.3145 loss_ce_3: 0.2294 loss_bbox_3: 0.1594 loss_giou_3: 0.3045 loss_ce_4: 0.2131 loss_bbox_4: 0.1548 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 00:21:59] d2.utils.events INFO: eta: 1:31:59 iter: 430339 total_loss: 4.781 loss_ce: 0.2055 loss_bbox: 0.1523 loss_giou: 0.3038 loss_ce_0: 0.4281 loss_bbox_0: 0.2693 loss_giou_0: 0.4828 loss_ce_1: 0.3107 loss_bbox_1: 0.1821 loss_giou_1: 0.3487 loss_ce_2: 0.2539 loss_bbox_2: 0.1608 loss_giou_2: 0.3219 loss_ce_3: 0.22 loss_bbox_3: 0.1567 loss_giou_3: 0.319 loss_ce_4: 0.2017 loss_bbox_4: 0.1565 loss_giou_4: 0.3072 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:05] d2.utils.events INFO: eta: 1:31:54 iter: 430359 total_loss: 4.657 loss_ce: 0.1939 loss_bbox: 0.1443 loss_giou: 0.2813 loss_ce_0: 0.4435 loss_bbox_0: 0.2707 loss_giou_0: 0.4311 loss_ce_1: 0.3085 loss_bbox_1: 0.1795 loss_giou_1: 0.333 loss_ce_2: 0.2486 loss_bbox_2: 0.1666 loss_giou_2: 0.2983 loss_ce_3: 0.2185 loss_bbox_3: 0.1543 loss_giou_3: 0.295 loss_ce_4: 0.1985 loss_bbox_4: 0.1465 loss_giou_4: 0.2876 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:10] d2.utils.events INFO: eta: 1:31:48 iter: 430379 total_loss: 4.586 loss_ce: 0.1968 loss_bbox: 0.1507 loss_giou: 0.3 loss_ce_0: 0.4161 loss_bbox_0: 0.2547 loss_giou_0: 0.4495 loss_ce_1: 0.3069 loss_bbox_1: 0.1776 loss_giou_1: 0.3338 loss_ce_2: 0.2428 loss_bbox_2: 0.1604 loss_giou_2: 0.3097 loss_ce_3: 0.215 loss_bbox_3: 0.1548 loss_giou_3: 0.3042 loss_ce_4: 0.2021 loss_bbox_4: 0.1531 loss_giou_4: 0.3023 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:16] d2.utils.events INFO: eta: 1:31:44 iter: 430399 total_loss: 4.734 loss_ce: 0.1856 loss_bbox: 0.1412 loss_giou: 0.3051 loss_ce_0: 0.4104 loss_bbox_0: 0.246 loss_giou_0: 0.4749 loss_ce_1: 0.3049 loss_bbox_1: 0.1667 loss_giou_1: 0.3503 loss_ce_2: 0.2445 loss_bbox_2: 0.1513 loss_giou_2: 0.3262 loss_ce_3: 0.2181 loss_bbox_3: 0.1431 loss_giou_3: 0.3154 loss_ce_4: 0.194 loss_bbox_4: 0.1433 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:22] d2.utils.events INFO: eta: 1:31:37 iter: 430419 total_loss: 4.546 loss_ce: 0.1884 loss_bbox: 0.1414 loss_giou: 0.3119 loss_ce_0: 0.4197 loss_bbox_0: 0.2472 loss_giou_0: 0.4773 loss_ce_1: 0.3101 loss_bbox_1: 0.1671 loss_giou_1: 0.3609 loss_ce_2: 0.2501 loss_bbox_2: 0.1496 loss_giou_2: 0.3315 loss_ce_3: 0.2104 loss_bbox_3: 0.1503 loss_giou_3: 0.3221 loss_ce_4: 0.1962 loss_bbox_4: 0.1454 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:27] d2.utils.events INFO: eta: 1:31:31 iter: 430439 total_loss: 4.738 loss_ce: 0.2142 loss_bbox: 0.1472 loss_giou: 0.292 loss_ce_0: 0.4128 loss_bbox_0: 0.2604 loss_giou_0: 0.4517 loss_ce_1: 0.3139 loss_bbox_1: 0.1739 loss_giou_1: 0.3342 loss_ce_2: 0.2609 loss_bbox_2: 0.1587 loss_giou_2: 0.3042 loss_ce_3: 0.2316 loss_bbox_3: 0.1478 loss_giou_3: 0.2958 loss_ce_4: 0.2213 loss_bbox_4: 0.1511 loss_giou_4: 0.2953 time: 0.2800 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:33] d2.utils.events INFO: eta: 1:31:26 iter: 430459 total_loss: 4.462 loss_ce: 0.176 loss_bbox: 0.1491 loss_giou: 0.2943 loss_ce_0: 0.4299 loss_bbox_0: 0.2461 loss_giou_0: 0.4669 loss_ce_1: 0.3019 loss_bbox_1: 0.1673 loss_giou_1: 0.3315 loss_ce_2: 0.2307 loss_bbox_2: 0.1621 loss_giou_2: 0.3088 loss_ce_3: 0.1913 loss_bbox_3: 0.1596 loss_giou_3: 0.3059 loss_ce_4: 0.1836 loss_bbox_4: 0.1516 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:39] d2.utils.events INFO: eta: 1:31:20 iter: 430479 total_loss: 4.794 loss_ce: 0.2006 loss_bbox: 0.1568 loss_giou: 0.3135 loss_ce_0: 0.4104 loss_bbox_0: 0.2572 loss_giou_0: 0.4835 loss_ce_1: 0.3018 loss_bbox_1: 0.1835 loss_giou_1: 0.353 loss_ce_2: 0.244 loss_bbox_2: 0.1677 loss_giou_2: 0.3286 loss_ce_3: 0.2161 loss_bbox_3: 0.1633 loss_giou_3: 0.3236 loss_ce_4: 0.2017 loss_bbox_4: 0.1575 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0198 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:44] d2.utils.events INFO: eta: 1:31:15 iter: 430499 total_loss: 4.686 loss_ce: 0.1935 loss_bbox: 0.1495 loss_giou: 0.3048 loss_ce_0: 0.406 loss_bbox_0: 0.2524 loss_giou_0: 0.4548 loss_ce_1: 0.301 loss_bbox_1: 0.179 loss_giou_1: 0.3378 loss_ce_2: 0.2442 loss_bbox_2: 0.1634 loss_giou_2: 0.3151 loss_ce_3: 0.2093 loss_bbox_3: 0.1573 loss_giou_3: 0.3052 loss_ce_4: 0.1928 loss_bbox_4: 0.1568 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:50] d2.utils.events INFO: eta: 1:31:10 iter: 430519 total_loss: 4.625 loss_ce: 0.1981 loss_bbox: 0.1519 loss_giou: 0.296 loss_ce_0: 0.4258 loss_bbox_0: 0.2675 loss_giou_0: 0.4538 loss_ce_1: 0.3074 loss_bbox_1: 0.1824 loss_giou_1: 0.3363 loss_ce_2: 0.2557 loss_bbox_2: 0.1698 loss_giou_2: 0.3135 loss_ce_3: 0.2173 loss_bbox_3: 0.1597 loss_giou_3: 0.3037 loss_ce_4: 0.2 loss_bbox_4: 0.1554 loss_giou_4: 0.298 time: 0.2800 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 00:22:55] d2.utils.events INFO: eta: 1:31:03 iter: 430539 total_loss: 4.787 loss_ce: 0.2127 loss_bbox: 0.1558 loss_giou: 0.315 loss_ce_0: 0.4216 loss_bbox_0: 0.2477 loss_giou_0: 0.4584 loss_ce_1: 0.318 loss_bbox_1: 0.1783 loss_giou_1: 0.3512 loss_ce_2: 0.263 loss_bbox_2: 0.1657 loss_giou_2: 0.3302 loss_ce_3: 0.23 loss_bbox_3: 0.1563 loss_giou_3: 0.315 loss_ce_4: 0.2222 loss_bbox_4: 0.1584 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:01] d2.utils.events INFO: eta: 1:30:58 iter: 430559 total_loss: 4.801 loss_ce: 0.2002 loss_bbox: 0.1612 loss_giou: 0.2973 loss_ce_0: 0.4202 loss_bbox_0: 0.2683 loss_giou_0: 0.4521 loss_ce_1: 0.3019 loss_bbox_1: 0.1881 loss_giou_1: 0.3438 loss_ce_2: 0.251 loss_bbox_2: 0.1669 loss_giou_2: 0.3108 loss_ce_3: 0.2217 loss_bbox_3: 0.1675 loss_giou_3: 0.3075 loss_ce_4: 0.2021 loss_bbox_4: 0.1625 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:07] d2.utils.events INFO: eta: 1:30:52 iter: 430579 total_loss: 4.871 loss_ce: 0.2075 loss_bbox: 0.1523 loss_giou: 0.317 loss_ce_0: 0.4264 loss_bbox_0: 0.2569 loss_giou_0: 0.4771 loss_ce_1: 0.325 loss_bbox_1: 0.1803 loss_giou_1: 0.3572 loss_ce_2: 0.2412 loss_bbox_2: 0.1674 loss_giou_2: 0.3381 loss_ce_3: 0.2219 loss_bbox_3: 0.1604 loss_giou_3: 0.3284 loss_ce_4: 0.2159 loss_bbox_4: 0.1547 loss_giou_4: 0.3182 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:12] d2.utils.events INFO: eta: 1:30:46 iter: 430599 total_loss: 4.805 loss_ce: 0.2058 loss_bbox: 0.1624 loss_giou: 0.2961 loss_ce_0: 0.4412 loss_bbox_0: 0.2661 loss_giou_0: 0.4773 loss_ce_1: 0.3097 loss_bbox_1: 0.1904 loss_giou_1: 0.3473 loss_ce_2: 0.2473 loss_bbox_2: 0.1738 loss_giou_2: 0.3143 loss_ce_3: 0.2253 loss_bbox_3: 0.1728 loss_giou_3: 0.3067 loss_ce_4: 0.2064 loss_bbox_4: 0.1657 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:18] d2.utils.events INFO: eta: 1:30:40 iter: 430619 total_loss: 4.54 loss_ce: 0.2002 loss_bbox: 0.1604 loss_giou: 0.273 loss_ce_0: 0.4215 loss_bbox_0: 0.2651 loss_giou_0: 0.4183 loss_ce_1: 0.3176 loss_bbox_1: 0.1919 loss_giou_1: 0.3293 loss_ce_2: 0.2517 loss_bbox_2: 0.1727 loss_giou_2: 0.294 loss_ce_3: 0.2131 loss_bbox_3: 0.1662 loss_giou_3: 0.2862 loss_ce_4: 0.2001 loss_bbox_4: 0.1634 loss_giou_4: 0.2772 time: 0.2800 data_time: 0.0331 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:24] d2.utils.events INFO: eta: 1:30:35 iter: 430639 total_loss: 4.433 loss_ce: 0.181 loss_bbox: 0.1355 loss_giou: 0.2923 loss_ce_0: 0.4083 loss_bbox_0: 0.2412 loss_giou_0: 0.4469 loss_ce_1: 0.2965 loss_bbox_1: 0.1573 loss_giou_1: 0.3282 loss_ce_2: 0.2323 loss_bbox_2: 0.1448 loss_giou_2: 0.3033 loss_ce_3: 0.2095 loss_bbox_3: 0.144 loss_giou_3: 0.3001 loss_ce_4: 0.1931 loss_bbox_4: 0.1379 loss_giou_4: 0.2914 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:29] d2.utils.events INFO: eta: 1:30:28 iter: 430659 total_loss: 4.814 loss_ce: 0.2165 loss_bbox: 0.1599 loss_giou: 0.2948 loss_ce_0: 0.4352 loss_bbox_0: 0.2642 loss_giou_0: 0.4435 loss_ce_1: 0.3162 loss_bbox_1: 0.1962 loss_giou_1: 0.3413 loss_ce_2: 0.2642 loss_bbox_2: 0.1766 loss_giou_2: 0.3175 loss_ce_3: 0.2357 loss_bbox_3: 0.1689 loss_giou_3: 0.3036 loss_ce_4: 0.2239 loss_bbox_4: 0.1615 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0226 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:35] d2.utils.events INFO: eta: 1:30:23 iter: 430679 total_loss: 4.801 loss_ce: 0.1987 loss_bbox: 0.1483 loss_giou: 0.3201 loss_ce_0: 0.4269 loss_bbox_0: 0.2551 loss_giou_0: 0.4961 loss_ce_1: 0.3169 loss_bbox_1: 0.1787 loss_giou_1: 0.372 loss_ce_2: 0.2568 loss_bbox_2: 0.1619 loss_giou_2: 0.3439 loss_ce_3: 0.2192 loss_bbox_3: 0.153 loss_giou_3: 0.3272 loss_ce_4: 0.1991 loss_bbox_4: 0.1515 loss_giou_4: 0.3246 time: 0.2800 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:41] d2.utils.events INFO: eta: 1:30:17 iter: 430699 total_loss: 4.683 loss_ce: 0.2017 loss_bbox: 0.1496 loss_giou: 0.289 loss_ce_0: 0.4273 loss_bbox_0: 0.2495 loss_giou_0: 0.4578 loss_ce_1: 0.3064 loss_bbox_1: 0.1713 loss_giou_1: 0.3382 loss_ce_2: 0.2539 loss_bbox_2: 0.16 loss_giou_2: 0.3046 loss_ce_3: 0.2137 loss_bbox_3: 0.1573 loss_giou_3: 0.2993 loss_ce_4: 0.2026 loss_bbox_4: 0.1533 loss_giou_4: 0.297 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:46] d2.utils.events INFO: eta: 1:30:10 iter: 430719 total_loss: 4.602 loss_ce: 0.1908 loss_bbox: 0.1519 loss_giou: 0.2752 loss_ce_0: 0.4095 loss_bbox_0: 0.2574 loss_giou_0: 0.4434 loss_ce_1: 0.3042 loss_bbox_1: 0.1824 loss_giou_1: 0.3213 loss_ce_2: 0.2409 loss_bbox_2: 0.1618 loss_giou_2: 0.2943 loss_ce_3: 0.2108 loss_bbox_3: 0.1582 loss_giou_3: 0.2878 loss_ce_4: 0.1977 loss_bbox_4: 0.1542 loss_giou_4: 0.2765 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:52] d2.utils.events INFO: eta: 1:30:05 iter: 430739 total_loss: 4.854 loss_ce: 0.2073 loss_bbox: 0.1482 loss_giou: 0.3064 loss_ce_0: 0.426 loss_bbox_0: 0.2586 loss_giou_0: 0.4904 loss_ce_1: 0.3151 loss_bbox_1: 0.1754 loss_giou_1: 0.3659 loss_ce_2: 0.2536 loss_bbox_2: 0.1583 loss_giou_2: 0.327 loss_ce_3: 0.2214 loss_bbox_3: 0.1468 loss_giou_3: 0.3243 loss_ce_4: 0.2048 loss_bbox_4: 0.1484 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 00:23:58] d2.utils.events INFO: eta: 1:29:59 iter: 430759 total_loss: 4.425 loss_ce: 0.1869 loss_bbox: 0.1396 loss_giou: 0.2883 loss_ce_0: 0.4204 loss_bbox_0: 0.2412 loss_giou_0: 0.466 loss_ce_1: 0.3127 loss_bbox_1: 0.1631 loss_giou_1: 0.3369 loss_ce_2: 0.2426 loss_bbox_2: 0.1495 loss_giou_2: 0.3044 loss_ce_3: 0.2148 loss_bbox_3: 0.1453 loss_giou_3: 0.2922 loss_ce_4: 0.1928 loss_bbox_4: 0.1437 loss_giou_4: 0.2898 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:03] d2.utils.events INFO: eta: 1:29:53 iter: 430779 total_loss: 4.799 loss_ce: 0.2103 loss_bbox: 0.1446 loss_giou: 0.3108 loss_ce_0: 0.427 loss_bbox_0: 0.2567 loss_giou_0: 0.4978 loss_ce_1: 0.3251 loss_bbox_1: 0.1763 loss_giou_1: 0.3516 loss_ce_2: 0.2567 loss_bbox_2: 0.1605 loss_giou_2: 0.3279 loss_ce_3: 0.223 loss_bbox_3: 0.1517 loss_giou_3: 0.3185 loss_ce_4: 0.2166 loss_bbox_4: 0.1479 loss_giou_4: 0.3134 time: 0.2800 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:09] d2.utils.events INFO: eta: 1:29:48 iter: 430799 total_loss: 4.847 loss_ce: 0.2094 loss_bbox: 0.1616 loss_giou: 0.2978 loss_ce_0: 0.4339 loss_bbox_0: 0.2728 loss_giou_0: 0.4659 loss_ce_1: 0.3152 loss_bbox_1: 0.1909 loss_giou_1: 0.3531 loss_ce_2: 0.2555 loss_bbox_2: 0.174 loss_giou_2: 0.3289 loss_ce_3: 0.2225 loss_bbox_3: 0.1662 loss_giou_3: 0.311 loss_ce_4: 0.2091 loss_bbox_4: 0.1574 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:15] d2.utils.events INFO: eta: 1:29:43 iter: 430819 total_loss: 4.729 loss_ce: 0.2078 loss_bbox: 0.1513 loss_giou: 0.3037 loss_ce_0: 0.428 loss_bbox_0: 0.2659 loss_giou_0: 0.4594 loss_ce_1: 0.3212 loss_bbox_1: 0.1882 loss_giou_1: 0.3346 loss_ce_2: 0.2647 loss_bbox_2: 0.1696 loss_giou_2: 0.3152 loss_ce_3: 0.2328 loss_bbox_3: 0.1618 loss_giou_3: 0.3123 loss_ce_4: 0.216 loss_bbox_4: 0.1561 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:20] d2.utils.events INFO: eta: 1:29:38 iter: 430839 total_loss: 4.547 loss_ce: 0.1927 loss_bbox: 0.141 loss_giou: 0.2759 loss_ce_0: 0.4207 loss_bbox_0: 0.253 loss_giou_0: 0.4507 loss_ce_1: 0.2964 loss_bbox_1: 0.174 loss_giou_1: 0.315 loss_ce_2: 0.2398 loss_bbox_2: 0.1608 loss_giou_2: 0.2882 loss_ce_3: 0.2088 loss_bbox_3: 0.149 loss_giou_3: 0.285 loss_ce_4: 0.1912 loss_bbox_4: 0.149 loss_giou_4: 0.2802 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:26] d2.utils.events INFO: eta: 1:29:31 iter: 430859 total_loss: 5.125 loss_ce: 0.2106 loss_bbox: 0.1512 loss_giou: 0.311 loss_ce_0: 0.4357 loss_bbox_0: 0.2572 loss_giou_0: 0.5123 loss_ce_1: 0.3227 loss_bbox_1: 0.1793 loss_giou_1: 0.3619 loss_ce_2: 0.2661 loss_bbox_2: 0.1636 loss_giou_2: 0.3341 loss_ce_3: 0.2316 loss_bbox_3: 0.1585 loss_giou_3: 0.3223 loss_ce_4: 0.2163 loss_bbox_4: 0.1506 loss_giou_4: 0.3143 time: 0.2800 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:32] d2.utils.events INFO: eta: 1:29:25 iter: 430879 total_loss: 4.841 loss_ce: 0.1953 loss_bbox: 0.1594 loss_giou: 0.3039 loss_ce_0: 0.426 loss_bbox_0: 0.2678 loss_giou_0: 0.466 loss_ce_1: 0.3098 loss_bbox_1: 0.1963 loss_giou_1: 0.3453 loss_ce_2: 0.2525 loss_bbox_2: 0.1729 loss_giou_2: 0.3226 loss_ce_3: 0.2199 loss_bbox_3: 0.1655 loss_giou_3: 0.3105 loss_ce_4: 0.1997 loss_bbox_4: 0.1615 loss_giou_4: 0.3114 time: 0.2800 data_time: 0.0218 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:37] d2.utils.events INFO: eta: 1:29:20 iter: 430899 total_loss: 4.696 loss_ce: 0.1964 loss_bbox: 0.1503 loss_giou: 0.2998 loss_ce_0: 0.4076 loss_bbox_0: 0.2645 loss_giou_0: 0.4624 loss_ce_1: 0.3052 loss_bbox_1: 0.1767 loss_giou_1: 0.3449 loss_ce_2: 0.255 loss_bbox_2: 0.1567 loss_giou_2: 0.3221 loss_ce_3: 0.2199 loss_bbox_3: 0.158 loss_giou_3: 0.3131 loss_ce_4: 0.1999 loss_bbox_4: 0.1566 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0152 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:43] d2.utils.events INFO: eta: 1:29:15 iter: 430919 total_loss: 4.619 loss_ce: 0.1937 loss_bbox: 0.135 loss_giou: 0.3058 loss_ce_0: 0.424 loss_bbox_0: 0.2472 loss_giou_0: 0.4827 loss_ce_1: 0.2931 loss_bbox_1: 0.1608 loss_giou_1: 0.3524 loss_ce_2: 0.2495 loss_bbox_2: 0.144 loss_giou_2: 0.3207 loss_ce_3: 0.2106 loss_bbox_3: 0.1418 loss_giou_3: 0.3164 loss_ce_4: 0.1935 loss_bbox_4: 0.1374 loss_giou_4: 0.31 time: 0.2800 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:49] d2.utils.events INFO: eta: 1:29:08 iter: 430939 total_loss: 4.354 loss_ce: 0.1886 loss_bbox: 0.1435 loss_giou: 0.2764 loss_ce_0: 0.4109 loss_bbox_0: 0.2539 loss_giou_0: 0.4298 loss_ce_1: 0.293 loss_bbox_1: 0.1749 loss_giou_1: 0.3239 loss_ce_2: 0.2355 loss_bbox_2: 0.1556 loss_giou_2: 0.2948 loss_ce_3: 0.2119 loss_bbox_3: 0.1508 loss_giou_3: 0.2873 loss_ce_4: 0.195 loss_bbox_4: 0.1473 loss_giou_4: 0.2792 time: 0.2800 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 00:24:54] d2.utils.events INFO: eta: 1:29:02 iter: 430959 total_loss: 4.718 loss_ce: 0.2067 loss_bbox: 0.1643 loss_giou: 0.288 loss_ce_0: 0.4372 loss_bbox_0: 0.2676 loss_giou_0: 0.4492 loss_ce_1: 0.3235 loss_bbox_1: 0.1864 loss_giou_1: 0.3297 loss_ce_2: 0.2498 loss_bbox_2: 0.1708 loss_giou_2: 0.3097 loss_ce_3: 0.2226 loss_bbox_3: 0.1687 loss_giou_3: 0.2963 loss_ce_4: 0.2132 loss_bbox_4: 0.1644 loss_giou_4: 0.2934 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:00] d2.utils.events INFO: eta: 1:28:54 iter: 430979 total_loss: 4.533 loss_ce: 0.202 loss_bbox: 0.1511 loss_giou: 0.2779 loss_ce_0: 0.4396 loss_bbox_0: 0.2505 loss_giou_0: 0.4551 loss_ce_1: 0.3182 loss_bbox_1: 0.1779 loss_giou_1: 0.3317 loss_ce_2: 0.2444 loss_bbox_2: 0.1619 loss_giou_2: 0.298 loss_ce_3: 0.2224 loss_bbox_3: 0.1534 loss_giou_3: 0.2892 loss_ce_4: 0.2069 loss_bbox_4: 0.1536 loss_giou_4: 0.2842 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:06] d2.utils.events INFO: eta: 1:28:49 iter: 430999 total_loss: 4.825 loss_ce: 0.2055 loss_bbox: 0.1536 loss_giou: 0.3037 loss_ce_0: 0.423 loss_bbox_0: 0.2554 loss_giou_0: 0.4713 loss_ce_1: 0.3339 loss_bbox_1: 0.1803 loss_giou_1: 0.353 loss_ce_2: 0.2662 loss_bbox_2: 0.1631 loss_giou_2: 0.3221 loss_ce_3: 0.228 loss_bbox_3: 0.1599 loss_giou_3: 0.3122 loss_ce_4: 0.2088 loss_bbox_4: 0.1542 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:11] d2.utils.events INFO: eta: 1:28:43 iter: 431019 total_loss: 4.661 loss_ce: 0.2067 loss_bbox: 0.1482 loss_giou: 0.3066 loss_ce_0: 0.4228 loss_bbox_0: 0.2398 loss_giou_0: 0.4707 loss_ce_1: 0.2964 loss_bbox_1: 0.1659 loss_giou_1: 0.3528 loss_ce_2: 0.2435 loss_bbox_2: 0.1514 loss_giou_2: 0.3251 loss_ce_3: 0.2164 loss_bbox_3: 0.1501 loss_giou_3: 0.3139 loss_ce_4: 0.2104 loss_bbox_4: 0.1479 loss_giou_4: 0.3115 time: 0.2800 data_time: 0.0207 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:17] d2.utils.events INFO: eta: 1:28:37 iter: 431039 total_loss: 4.569 loss_ce: 0.171 loss_bbox: 0.1376 loss_giou: 0.2997 loss_ce_0: 0.3931 loss_bbox_0: 0.2415 loss_giou_0: 0.4635 loss_ce_1: 0.2974 loss_bbox_1: 0.1715 loss_giou_1: 0.3439 loss_ce_2: 0.2313 loss_bbox_2: 0.1513 loss_giou_2: 0.3147 loss_ce_3: 0.193 loss_bbox_3: 0.1476 loss_giou_3: 0.3098 loss_ce_4: 0.1725 loss_bbox_4: 0.1417 loss_giou_4: 0.307 time: 0.2800 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:23] d2.utils.events INFO: eta: 1:28:31 iter: 431059 total_loss: 4.614 loss_ce: 0.1953 loss_bbox: 0.1635 loss_giou: 0.2758 loss_ce_0: 0.4306 loss_bbox_0: 0.2633 loss_giou_0: 0.4272 loss_ce_1: 0.3159 loss_bbox_1: 0.189 loss_giou_1: 0.3205 loss_ce_2: 0.2506 loss_bbox_2: 0.1741 loss_giou_2: 0.2968 loss_ce_3: 0.206 loss_bbox_3: 0.1698 loss_giou_3: 0.2891 loss_ce_4: 0.1985 loss_bbox_4: 0.168 loss_giou_4: 0.2808 time: 0.2800 data_time: 0.0193 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:28] d2.utils.events INFO: eta: 1:28:25 iter: 431079 total_loss: 4.67 loss_ce: 0.1996 loss_bbox: 0.1643 loss_giou: 0.2935 loss_ce_0: 0.4442 loss_bbox_0: 0.2754 loss_giou_0: 0.4316 loss_ce_1: 0.3116 loss_bbox_1: 0.1921 loss_giou_1: 0.336 loss_ce_2: 0.2549 loss_bbox_2: 0.1774 loss_giou_2: 0.3057 loss_ce_3: 0.2263 loss_bbox_3: 0.1705 loss_giou_3: 0.2973 loss_ce_4: 0.2094 loss_bbox_4: 0.169 loss_giou_4: 0.2945 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:34] d2.utils.events INFO: eta: 1:28:17 iter: 431099 total_loss: 4.818 loss_ce: 0.2111 loss_bbox: 0.147 loss_giou: 0.3011 loss_ce_0: 0.4197 loss_bbox_0: 0.2692 loss_giou_0: 0.4922 loss_ce_1: 0.3066 loss_bbox_1: 0.1825 loss_giou_1: 0.356 loss_ce_2: 0.2476 loss_bbox_2: 0.1687 loss_giou_2: 0.3176 loss_ce_3: 0.2291 loss_bbox_3: 0.1561 loss_giou_3: 0.3123 loss_ce_4: 0.2141 loss_bbox_4: 0.152 loss_giou_4: 0.3051 time: 0.2800 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:40] d2.utils.events INFO: eta: 1:28:12 iter: 431119 total_loss: 4.85 loss_ce: 0.1961 loss_bbox: 0.1402 loss_giou: 0.3111 loss_ce_0: 0.4328 loss_bbox_0: 0.2446 loss_giou_0: 0.4757 loss_ce_1: 0.3134 loss_bbox_1: 0.1661 loss_giou_1: 0.3483 loss_ce_2: 0.2503 loss_bbox_2: 0.1521 loss_giou_2: 0.3294 loss_ce_3: 0.2219 loss_bbox_3: 0.1481 loss_giou_3: 0.3198 loss_ce_4: 0.2019 loss_bbox_4: 0.1409 loss_giou_4: 0.318 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:45] d2.utils.events INFO: eta: 1:28:08 iter: 431139 total_loss: 4.8 loss_ce: 0.1836 loss_bbox: 0.1573 loss_giou: 0.2961 loss_ce_0: 0.4086 loss_bbox_0: 0.2616 loss_giou_0: 0.4586 loss_ce_1: 0.3061 loss_bbox_1: 0.1842 loss_giou_1: 0.3537 loss_ce_2: 0.2327 loss_bbox_2: 0.1656 loss_giou_2: 0.3174 loss_ce_3: 0.2019 loss_bbox_3: 0.1611 loss_giou_3: 0.3081 loss_ce_4: 0.1868 loss_bbox_4: 0.1597 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:51] d2.utils.events INFO: eta: 1:28:04 iter: 431159 total_loss: 4.712 loss_ce: 0.2027 loss_bbox: 0.1546 loss_giou: 0.3082 loss_ce_0: 0.4182 loss_bbox_0: 0.2528 loss_giou_0: 0.4956 loss_ce_1: 0.3199 loss_bbox_1: 0.1697 loss_giou_1: 0.3629 loss_ce_2: 0.2452 loss_bbox_2: 0.1659 loss_giou_2: 0.3284 loss_ce_3: 0.2255 loss_bbox_3: 0.1564 loss_giou_3: 0.3196 loss_ce_4: 0.2049 loss_bbox_4: 0.1542 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0180 lr: 2.5e-07 max_mem: 5427M [11/04 00:25:57] d2.utils.events INFO: eta: 1:27:59 iter: 431179 total_loss: 4.858 loss_ce: 0.1936 loss_bbox: 0.1495 loss_giou: 0.3083 loss_ce_0: 0.3996 loss_bbox_0: 0.2569 loss_giou_0: 0.4652 loss_ce_1: 0.3002 loss_bbox_1: 0.177 loss_giou_1: 0.3433 loss_ce_2: 0.2427 loss_bbox_2: 0.1624 loss_giou_2: 0.3335 loss_ce_3: 0.2113 loss_bbox_3: 0.1585 loss_giou_3: 0.3245 loss_ce_4: 0.202 loss_bbox_4: 0.1534 loss_giou_4: 0.3155 time: 0.2800 data_time: 0.0169 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:03] d2.utils.events INFO: eta: 1:27:54 iter: 431199 total_loss: 4.851 loss_ce: 0.1973 loss_bbox: 0.1591 loss_giou: 0.2934 loss_ce_0: 0.4288 loss_bbox_0: 0.2587 loss_giou_0: 0.4538 loss_ce_1: 0.3168 loss_bbox_1: 0.1874 loss_giou_1: 0.3388 loss_ce_2: 0.2585 loss_bbox_2: 0.1702 loss_giou_2: 0.3178 loss_ce_3: 0.2127 loss_bbox_3: 0.1687 loss_giou_3: 0.3064 loss_ce_4: 0.2022 loss_bbox_4: 0.1631 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0187 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:08] d2.utils.events INFO: eta: 1:27:50 iter: 431219 total_loss: 4.624 loss_ce: 0.1925 loss_bbox: 0.1531 loss_giou: 0.2958 loss_ce_0: 0.4231 loss_bbox_0: 0.2612 loss_giou_0: 0.4555 loss_ce_1: 0.2904 loss_bbox_1: 0.1808 loss_giou_1: 0.3428 loss_ce_2: 0.237 loss_bbox_2: 0.1633 loss_giou_2: 0.3174 loss_ce_3: 0.2099 loss_bbox_3: 0.1615 loss_giou_3: 0.3084 loss_ce_4: 0.1901 loss_bbox_4: 0.1583 loss_giou_4: 0.3047 time: 0.2800 data_time: 0.0206 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:14] d2.utils.events INFO: eta: 1:27:45 iter: 431239 total_loss: 4.666 loss_ce: 0.1916 loss_bbox: 0.14 loss_giou: 0.314 loss_ce_0: 0.4147 loss_bbox_0: 0.2477 loss_giou_0: 0.4716 loss_ce_1: 0.2972 loss_bbox_1: 0.1706 loss_giou_1: 0.3499 loss_ce_2: 0.242 loss_bbox_2: 0.1567 loss_giou_2: 0.3303 loss_ce_3: 0.2127 loss_bbox_3: 0.1469 loss_giou_3: 0.3235 loss_ce_4: 0.1924 loss_bbox_4: 0.1465 loss_giou_4: 0.3179 time: 0.2800 data_time: 0.0214 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:20] d2.utils.events INFO: eta: 1:27:38 iter: 431259 total_loss: 4.703 loss_ce: 0.196 loss_bbox: 0.1364 loss_giou: 0.2931 loss_ce_0: 0.4257 loss_bbox_0: 0.246 loss_giou_0: 0.4761 loss_ce_1: 0.3083 loss_bbox_1: 0.1677 loss_giou_1: 0.3374 loss_ce_2: 0.254 loss_bbox_2: 0.1511 loss_giou_2: 0.3174 loss_ce_3: 0.2184 loss_bbox_3: 0.1485 loss_giou_3: 0.3064 loss_ce_4: 0.1988 loss_bbox_4: 0.1416 loss_giou_4: 0.3027 time: 0.2800 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:25] d2.utils.events INFO: eta: 1:27:33 iter: 431279 total_loss: 4.799 loss_ce: 0.2058 loss_bbox: 0.1542 loss_giou: 0.3093 loss_ce_0: 0.4346 loss_bbox_0: 0.2555 loss_giou_0: 0.4834 loss_ce_1: 0.3129 loss_bbox_1: 0.1807 loss_giou_1: 0.3534 loss_ce_2: 0.2539 loss_bbox_2: 0.1697 loss_giou_2: 0.3227 loss_ce_3: 0.2176 loss_bbox_3: 0.1584 loss_giou_3: 0.3162 loss_ce_4: 0.2056 loss_bbox_4: 0.1576 loss_giou_4: 0.3135 time: 0.2800 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:31] d2.utils.events INFO: eta: 1:27:29 iter: 431299 total_loss: 4.722 loss_ce: 0.2037 loss_bbox: 0.1527 loss_giou: 0.3119 loss_ce_0: 0.4199 loss_bbox_0: 0.2582 loss_giou_0: 0.4706 loss_ce_1: 0.3041 loss_bbox_1: 0.1807 loss_giou_1: 0.3559 loss_ce_2: 0.2503 loss_bbox_2: 0.1619 loss_giou_2: 0.332 loss_ce_3: 0.2141 loss_bbox_3: 0.1575 loss_giou_3: 0.3274 loss_ce_4: 0.2034 loss_bbox_4: 0.1536 loss_giou_4: 0.3194 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:37] d2.utils.events INFO: eta: 1:27:25 iter: 431319 total_loss: 4.673 loss_ce: 0.185 loss_bbox: 0.1455 loss_giou: 0.2865 loss_ce_0: 0.4165 loss_bbox_0: 0.2647 loss_giou_0: 0.4475 loss_ce_1: 0.3039 loss_bbox_1: 0.1799 loss_giou_1: 0.3279 loss_ce_2: 0.2486 loss_bbox_2: 0.1696 loss_giou_2: 0.3078 loss_ce_3: 0.2092 loss_bbox_3: 0.1603 loss_giou_3: 0.2959 loss_ce_4: 0.1873 loss_bbox_4: 0.1535 loss_giou_4: 0.2916 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:43] d2.utils.events INFO: eta: 1:27:18 iter: 431339 total_loss: 4.941 loss_ce: 0.2039 loss_bbox: 0.1572 loss_giou: 0.3199 loss_ce_0: 0.4298 loss_bbox_0: 0.2647 loss_giou_0: 0.5004 loss_ce_1: 0.3191 loss_bbox_1: 0.1873 loss_giou_1: 0.3746 loss_ce_2: 0.2488 loss_bbox_2: 0.174 loss_giou_2: 0.3403 loss_ce_3: 0.2218 loss_bbox_3: 0.1649 loss_giou_3: 0.3302 loss_ce_4: 0.2036 loss_bbox_4: 0.1623 loss_giou_4: 0.3225 time: 0.2800 data_time: 0.0295 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:48] d2.utils.events INFO: eta: 1:27:10 iter: 431359 total_loss: 4.925 loss_ce: 0.2094 loss_bbox: 0.1528 loss_giou: 0.308 loss_ce_0: 0.4408 loss_bbox_0: 0.2675 loss_giou_0: 0.4774 loss_ce_1: 0.3251 loss_bbox_1: 0.1886 loss_giou_1: 0.3516 loss_ce_2: 0.2597 loss_bbox_2: 0.1687 loss_giou_2: 0.3196 loss_ce_3: 0.2381 loss_bbox_3: 0.1598 loss_giou_3: 0.3143 loss_ce_4: 0.2182 loss_bbox_4: 0.1568 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0327 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:54] d2.utils.events INFO: eta: 1:27:02 iter: 431379 total_loss: 4.651 loss_ce: 0.1974 loss_bbox: 0.1539 loss_giou: 0.2882 loss_ce_0: 0.4077 loss_bbox_0: 0.2548 loss_giou_0: 0.4371 loss_ce_1: 0.3124 loss_bbox_1: 0.1776 loss_giou_1: 0.3254 loss_ce_2: 0.2547 loss_bbox_2: 0.1642 loss_giou_2: 0.3073 loss_ce_3: 0.2105 loss_bbox_3: 0.1588 loss_giou_3: 0.2931 loss_ce_4: 0.2075 loss_bbox_4: 0.1572 loss_giou_4: 0.287 time: 0.2800 data_time: 0.0303 lr: 2.5e-07 max_mem: 5427M [11/04 00:26:59] d2.utils.events INFO: eta: 1:26:56 iter: 431399 total_loss: 4.603 loss_ce: 0.1896 loss_bbox: 0.1453 loss_giou: 0.3066 loss_ce_0: 0.4152 loss_bbox_0: 0.2656 loss_giou_0: 0.4948 loss_ce_1: 0.3064 loss_bbox_1: 0.1787 loss_giou_1: 0.352 loss_ce_2: 0.235 loss_bbox_2: 0.1619 loss_giou_2: 0.3329 loss_ce_3: 0.2065 loss_bbox_3: 0.1486 loss_giou_3: 0.3181 loss_ce_4: 0.1941 loss_bbox_4: 0.1497 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:05] d2.utils.events INFO: eta: 1:26:51 iter: 431419 total_loss: 4.508 loss_ce: 0.1975 loss_bbox: 0.1492 loss_giou: 0.2881 loss_ce_0: 0.4237 loss_bbox_0: 0.2564 loss_giou_0: 0.4654 loss_ce_1: 0.303 loss_bbox_1: 0.1798 loss_giou_1: 0.3362 loss_ce_2: 0.2442 loss_bbox_2: 0.1611 loss_giou_2: 0.3108 loss_ce_3: 0.2148 loss_bbox_3: 0.1569 loss_giou_3: 0.3049 loss_ce_4: 0.1992 loss_bbox_4: 0.1541 loss_giou_4: 0.2906 time: 0.2800 data_time: 0.0295 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:11] d2.utils.events INFO: eta: 1:26:46 iter: 431439 total_loss: 4.85 loss_ce: 0.2066 loss_bbox: 0.1608 loss_giou: 0.3063 loss_ce_0: 0.4322 loss_bbox_0: 0.2624 loss_giou_0: 0.4662 loss_ce_1: 0.3194 loss_bbox_1: 0.1834 loss_giou_1: 0.3505 loss_ce_2: 0.2619 loss_bbox_2: 0.1678 loss_giou_2: 0.3287 loss_ce_3: 0.2226 loss_bbox_3: 0.1616 loss_giou_3: 0.3196 loss_ce_4: 0.2079 loss_bbox_4: 0.1599 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:16] d2.utils.events INFO: eta: 1:26:40 iter: 431459 total_loss: 4.698 loss_ce: 0.21 loss_bbox: 0.153 loss_giou: 0.3066 loss_ce_0: 0.4294 loss_bbox_0: 0.2695 loss_giou_0: 0.4883 loss_ce_1: 0.3135 loss_bbox_1: 0.1779 loss_giou_1: 0.3488 loss_ce_2: 0.246 loss_bbox_2: 0.1627 loss_giou_2: 0.3223 loss_ce_3: 0.2175 loss_bbox_3: 0.1593 loss_giou_3: 0.3146 loss_ce_4: 0.2024 loss_bbox_4: 0.1551 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0174 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:22] d2.utils.events INFO: eta: 1:26:34 iter: 431479 total_loss: 4.484 loss_ce: 0.1961 loss_bbox: 0.1548 loss_giou: 0.2905 loss_ce_0: 0.4159 loss_bbox_0: 0.263 loss_giou_0: 0.4193 loss_ce_1: 0.3042 loss_bbox_1: 0.185 loss_giou_1: 0.3217 loss_ce_2: 0.2423 loss_bbox_2: 0.1657 loss_giou_2: 0.2981 loss_ce_3: 0.2195 loss_bbox_3: 0.1643 loss_giou_3: 0.296 loss_ce_4: 0.1946 loss_bbox_4: 0.1578 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:28] d2.utils.events INFO: eta: 1:26:28 iter: 431499 total_loss: 4.461 loss_ce: 0.181 loss_bbox: 0.1385 loss_giou: 0.2831 loss_ce_0: 0.407 loss_bbox_0: 0.248 loss_giou_0: 0.4428 loss_ce_1: 0.298 loss_bbox_1: 0.169 loss_giou_1: 0.3313 loss_ce_2: 0.2314 loss_bbox_2: 0.1545 loss_giou_2: 0.3049 loss_ce_3: 0.1999 loss_bbox_3: 0.1459 loss_giou_3: 0.2982 loss_ce_4: 0.1788 loss_bbox_4: 0.1412 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:33] d2.utils.events INFO: eta: 1:26:22 iter: 431519 total_loss: 4.702 loss_ce: 0.1968 loss_bbox: 0.1594 loss_giou: 0.2711 loss_ce_0: 0.4191 loss_bbox_0: 0.263 loss_giou_0: 0.4202 loss_ce_1: 0.2987 loss_bbox_1: 0.1797 loss_giou_1: 0.3224 loss_ce_2: 0.2599 loss_bbox_2: 0.1693 loss_giou_2: 0.2951 loss_ce_3: 0.2078 loss_bbox_3: 0.17 loss_giou_3: 0.2851 loss_ce_4: 0.2044 loss_bbox_4: 0.1609 loss_giou_4: 0.2744 time: 0.2800 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:39] d2.utils.events INFO: eta: 1:26:17 iter: 431539 total_loss: 5.243 loss_ce: 0.2207 loss_bbox: 0.166 loss_giou: 0.3237 loss_ce_0: 0.4453 loss_bbox_0: 0.2658 loss_giou_0: 0.4898 loss_ce_1: 0.3386 loss_bbox_1: 0.1887 loss_giou_1: 0.3684 loss_ce_2: 0.2766 loss_bbox_2: 0.1774 loss_giou_2: 0.3448 loss_ce_3: 0.2431 loss_bbox_3: 0.1729 loss_giou_3: 0.334 loss_ce_4: 0.2256 loss_bbox_4: 0.1687 loss_giou_4: 0.3267 time: 0.2800 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:45] d2.utils.events INFO: eta: 1:26:11 iter: 431559 total_loss: 4.763 loss_ce: 0.1966 loss_bbox: 0.1692 loss_giou: 0.294 loss_ce_0: 0.4284 loss_bbox_0: 0.2734 loss_giou_0: 0.4501 loss_ce_1: 0.3076 loss_bbox_1: 0.1985 loss_giou_1: 0.3449 loss_ce_2: 0.2467 loss_bbox_2: 0.1811 loss_giou_2: 0.3186 loss_ce_3: 0.2137 loss_bbox_3: 0.176 loss_giou_3: 0.3139 loss_ce_4: 0.2029 loss_bbox_4: 0.1727 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0227 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:50] d2.utils.events INFO: eta: 1:26:05 iter: 431579 total_loss: 4.678 loss_ce: 0.2001 loss_bbox: 0.1561 loss_giou: 0.2897 loss_ce_0: 0.4322 loss_bbox_0: 0.2638 loss_giou_0: 0.4464 loss_ce_1: 0.3152 loss_bbox_1: 0.1791 loss_giou_1: 0.325 loss_ce_2: 0.2501 loss_bbox_2: 0.17 loss_giou_2: 0.3025 loss_ce_3: 0.2208 loss_bbox_3: 0.1618 loss_giou_3: 0.2902 loss_ce_4: 0.2036 loss_bbox_4: 0.16 loss_giou_4: 0.2935 time: 0.2800 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 00:27:56] d2.utils.events INFO: eta: 1:26:00 iter: 431599 total_loss: 4.887 loss_ce: 0.2027 loss_bbox: 0.1536 loss_giou: 0.3219 loss_ce_0: 0.4293 loss_bbox_0: 0.2495 loss_giou_0: 0.481 loss_ce_1: 0.3151 loss_bbox_1: 0.1878 loss_giou_1: 0.3564 loss_ce_2: 0.2511 loss_bbox_2: 0.1753 loss_giou_2: 0.3348 loss_ce_3: 0.2256 loss_bbox_3: 0.1595 loss_giou_3: 0.3363 loss_ce_4: 0.2132 loss_bbox_4: 0.154 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:02] d2.utils.events INFO: eta: 1:25:54 iter: 431619 total_loss: 4.742 loss_ce: 0.2106 loss_bbox: 0.1462 loss_giou: 0.3047 loss_ce_0: 0.4308 loss_bbox_0: 0.2418 loss_giou_0: 0.476 loss_ce_1: 0.3157 loss_bbox_1: 0.1652 loss_giou_1: 0.3571 loss_ce_2: 0.2611 loss_bbox_2: 0.1541 loss_giou_2: 0.3283 loss_ce_3: 0.2368 loss_bbox_3: 0.1485 loss_giou_3: 0.312 loss_ce_4: 0.2182 loss_bbox_4: 0.1448 loss_giou_4: 0.3083 time: 0.2800 data_time: 0.0251 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:08] d2.utils.events INFO: eta: 1:25:49 iter: 431639 total_loss: 4.449 loss_ce: 0.1982 loss_bbox: 0.1485 loss_giou: 0.269 loss_ce_0: 0.4114 loss_bbox_0: 0.2549 loss_giou_0: 0.4403 loss_ce_1: 0.3103 loss_bbox_1: 0.1764 loss_giou_1: 0.3265 loss_ce_2: 0.2478 loss_bbox_2: 0.1615 loss_giou_2: 0.2953 loss_ce_3: 0.2216 loss_bbox_3: 0.1542 loss_giou_3: 0.2866 loss_ce_4: 0.2011 loss_bbox_4: 0.1489 loss_giou_4: 0.276 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:13] d2.utils.events INFO: eta: 1:25:43 iter: 431659 total_loss: 4.75 loss_ce: 0.192 loss_bbox: 0.1504 loss_giou: 0.3032 loss_ce_0: 0.4278 loss_bbox_0: 0.2528 loss_giou_0: 0.4646 loss_ce_1: 0.3205 loss_bbox_1: 0.1784 loss_giou_1: 0.3482 loss_ce_2: 0.259 loss_bbox_2: 0.1619 loss_giou_2: 0.3213 loss_ce_3: 0.2194 loss_bbox_3: 0.1587 loss_giou_3: 0.3116 loss_ce_4: 0.2007 loss_bbox_4: 0.1537 loss_giou_4: 0.3061 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:19] d2.utils.events INFO: eta: 1:25:38 iter: 431679 total_loss: 4.483 loss_ce: 0.1918 loss_bbox: 0.1445 loss_giou: 0.2805 loss_ce_0: 0.4236 loss_bbox_0: 0.2619 loss_giou_0: 0.437 loss_ce_1: 0.3048 loss_bbox_1: 0.1715 loss_giou_1: 0.3086 loss_ce_2: 0.2384 loss_bbox_2: 0.154 loss_giou_2: 0.2902 loss_ce_3: 0.2091 loss_bbox_3: 0.1485 loss_giou_3: 0.2845 loss_ce_4: 0.1966 loss_bbox_4: 0.1471 loss_giou_4: 0.2808 time: 0.2800 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:25] d2.utils.events INFO: eta: 1:25:31 iter: 431699 total_loss: 4.71 loss_ce: 0.193 loss_bbox: 0.1495 loss_giou: 0.2973 loss_ce_0: 0.417 loss_bbox_0: 0.2564 loss_giou_0: 0.4695 loss_ce_1: 0.3034 loss_bbox_1: 0.1747 loss_giou_1: 0.3538 loss_ce_2: 0.2442 loss_bbox_2: 0.1618 loss_giou_2: 0.3195 loss_ce_3: 0.212 loss_bbox_3: 0.1543 loss_giou_3: 0.3122 loss_ce_4: 0.1972 loss_bbox_4: 0.1509 loss_giou_4: 0.3054 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:30] d2.utils.events INFO: eta: 1:25:26 iter: 431719 total_loss: 4.547 loss_ce: 0.2053 loss_bbox: 0.1553 loss_giou: 0.2725 loss_ce_0: 0.4335 loss_bbox_0: 0.272 loss_giou_0: 0.4393 loss_ce_1: 0.3224 loss_bbox_1: 0.1756 loss_giou_1: 0.3118 loss_ce_2: 0.2776 loss_bbox_2: 0.1582 loss_giou_2: 0.2863 loss_ce_3: 0.2282 loss_bbox_3: 0.1573 loss_giou_3: 0.2853 loss_ce_4: 0.2078 loss_bbox_4: 0.1551 loss_giou_4: 0.2795 time: 0.2800 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:36] d2.utils.events INFO: eta: 1:25:21 iter: 431739 total_loss: 4.392 loss_ce: 0.1759 loss_bbox: 0.1447 loss_giou: 0.2789 loss_ce_0: 0.4043 loss_bbox_0: 0.2456 loss_giou_0: 0.4592 loss_ce_1: 0.291 loss_bbox_1: 0.1781 loss_giou_1: 0.332 loss_ce_2: 0.2217 loss_bbox_2: 0.1598 loss_giou_2: 0.3116 loss_ce_3: 0.2087 loss_bbox_3: 0.1513 loss_giou_3: 0.2961 loss_ce_4: 0.1903 loss_bbox_4: 0.1489 loss_giou_4: 0.286 time: 0.2800 data_time: 0.0350 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:41] d2.utils.events INFO: eta: 1:25:15 iter: 431759 total_loss: 4.694 loss_ce: 0.1987 loss_bbox: 0.1599 loss_giou: 0.301 loss_ce_0: 0.4169 loss_bbox_0: 0.2741 loss_giou_0: 0.4614 loss_ce_1: 0.3099 loss_bbox_1: 0.1917 loss_giou_1: 0.3446 loss_ce_2: 0.2423 loss_bbox_2: 0.1785 loss_giou_2: 0.3194 loss_ce_3: 0.2104 loss_bbox_3: 0.1676 loss_giou_3: 0.3128 loss_ce_4: 0.203 loss_bbox_4: 0.1629 loss_giou_4: 0.3099 time: 0.2800 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:47] d2.utils.events INFO: eta: 1:25:09 iter: 431779 total_loss: 4.749 loss_ce: 0.2079 loss_bbox: 0.1569 loss_giou: 0.288 loss_ce_0: 0.423 loss_bbox_0: 0.2683 loss_giou_0: 0.4408 loss_ce_1: 0.31 loss_bbox_1: 0.18 loss_giou_1: 0.3302 loss_ce_2: 0.2523 loss_bbox_2: 0.1664 loss_giou_2: 0.3029 loss_ce_3: 0.2207 loss_bbox_3: 0.1633 loss_giou_3: 0.2925 loss_ce_4: 0.2092 loss_bbox_4: 0.1616 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:53] d2.utils.events INFO: eta: 1:25:03 iter: 431799 total_loss: 4.715 loss_ce: 0.2037 loss_bbox: 0.1494 loss_giou: 0.2918 loss_ce_0: 0.4248 loss_bbox_0: 0.2683 loss_giou_0: 0.4476 loss_ce_1: 0.31 loss_bbox_1: 0.1864 loss_giou_1: 0.3465 loss_ce_2: 0.2498 loss_bbox_2: 0.1701 loss_giou_2: 0.3166 loss_ce_3: 0.2214 loss_bbox_3: 0.1577 loss_giou_3: 0.3023 loss_ce_4: 0.2064 loss_bbox_4: 0.1524 loss_giou_4: 0.2924 time: 0.2800 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 00:28:58] d2.utils.events INFO: eta: 1:24:56 iter: 431819 total_loss: 4.653 loss_ce: 0.1764 loss_bbox: 0.1592 loss_giou: 0.3043 loss_ce_0: 0.3985 loss_bbox_0: 0.2664 loss_giou_0: 0.47 loss_ce_1: 0.2859 loss_bbox_1: 0.184 loss_giou_1: 0.3388 loss_ce_2: 0.225 loss_bbox_2: 0.1665 loss_giou_2: 0.31 loss_ce_3: 0.2045 loss_bbox_3: 0.1611 loss_giou_3: 0.3117 loss_ce_4: 0.1871 loss_bbox_4: 0.1592 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0320 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:04] d2.utils.events INFO: eta: 1:24:49 iter: 431839 total_loss: 4.795 loss_ce: 0.1971 loss_bbox: 0.1503 loss_giou: 0.3169 loss_ce_0: 0.4279 loss_bbox_0: 0.2584 loss_giou_0: 0.5039 loss_ce_1: 0.3121 loss_bbox_1: 0.1766 loss_giou_1: 0.37 loss_ce_2: 0.2507 loss_bbox_2: 0.1637 loss_giou_2: 0.3383 loss_ce_3: 0.219 loss_bbox_3: 0.1568 loss_giou_3: 0.3298 loss_ce_4: 0.2036 loss_bbox_4: 0.154 loss_giou_4: 0.3244 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:10] d2.utils.events INFO: eta: 1:24:44 iter: 431859 total_loss: 4.852 loss_ce: 0.2121 loss_bbox: 0.1578 loss_giou: 0.3198 loss_ce_0: 0.4253 loss_bbox_0: 0.2614 loss_giou_0: 0.4805 loss_ce_1: 0.3162 loss_bbox_1: 0.1832 loss_giou_1: 0.3506 loss_ce_2: 0.2482 loss_bbox_2: 0.1633 loss_giou_2: 0.3374 loss_ce_3: 0.2147 loss_bbox_3: 0.1584 loss_giou_3: 0.3197 loss_ce_4: 0.2125 loss_bbox_4: 0.1573 loss_giou_4: 0.3216 time: 0.2800 data_time: 0.0227 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:15] d2.utils.events INFO: eta: 1:24:38 iter: 431879 total_loss: 4.843 loss_ce: 0.21 loss_bbox: 0.1577 loss_giou: 0.311 loss_ce_0: 0.4283 loss_bbox_0: 0.2661 loss_giou_0: 0.4939 loss_ce_1: 0.3169 loss_bbox_1: 0.1867 loss_giou_1: 0.3597 loss_ce_2: 0.2648 loss_bbox_2: 0.1707 loss_giou_2: 0.3336 loss_ce_3: 0.2282 loss_bbox_3: 0.1639 loss_giou_3: 0.3187 loss_ce_4: 0.211 loss_bbox_4: 0.1602 loss_giou_4: 0.3128 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:21] d2.utils.events INFO: eta: 1:24:32 iter: 431899 total_loss: 4.953 loss_ce: 0.2091 loss_bbox: 0.1509 loss_giou: 0.3172 loss_ce_0: 0.4294 loss_bbox_0: 0.2668 loss_giou_0: 0.4744 loss_ce_1: 0.3155 loss_bbox_1: 0.1783 loss_giou_1: 0.3563 loss_ce_2: 0.2539 loss_bbox_2: 0.1669 loss_giou_2: 0.3379 loss_ce_3: 0.226 loss_bbox_3: 0.1619 loss_giou_3: 0.332 loss_ce_4: 0.2104 loss_bbox_4: 0.1574 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:27] d2.utils.events INFO: eta: 1:24:26 iter: 431919 total_loss: 4.696 loss_ce: 0.1886 loss_bbox: 0.163 loss_giou: 0.2953 loss_ce_0: 0.42 loss_bbox_0: 0.2666 loss_giou_0: 0.4514 loss_ce_1: 0.2995 loss_bbox_1: 0.1926 loss_giou_1: 0.3281 loss_ce_2: 0.232 loss_bbox_2: 0.18 loss_giou_2: 0.3153 loss_ce_3: 0.2004 loss_bbox_3: 0.1753 loss_giou_3: 0.3026 loss_ce_4: 0.1898 loss_bbox_4: 0.1672 loss_giou_4: 0.3009 time: 0.2800 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:32] d2.utils.events INFO: eta: 1:24:22 iter: 431939 total_loss: 4.874 loss_ce: 0.2108 loss_bbox: 0.153 loss_giou: 0.3126 loss_ce_0: 0.4356 loss_bbox_0: 0.2646 loss_giou_0: 0.4782 loss_ce_1: 0.3288 loss_bbox_1: 0.1789 loss_giou_1: 0.3613 loss_ce_2: 0.2624 loss_bbox_2: 0.1701 loss_giou_2: 0.3367 loss_ce_3: 0.221 loss_bbox_3: 0.1588 loss_giou_3: 0.3265 loss_ce_4: 0.2132 loss_bbox_4: 0.1558 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:38] d2.utils.events INFO: eta: 1:24:16 iter: 431959 total_loss: 4.456 loss_ce: 0.1899 loss_bbox: 0.1565 loss_giou: 0.2702 loss_ce_0: 0.4281 loss_bbox_0: 0.2642 loss_giou_0: 0.4013 loss_ce_1: 0.3055 loss_bbox_1: 0.1818 loss_giou_1: 0.3009 loss_ce_2: 0.2383 loss_bbox_2: 0.1705 loss_giou_2: 0.2822 loss_ce_3: 0.2037 loss_bbox_3: 0.1618 loss_giou_3: 0.2824 loss_ce_4: 0.1887 loss_bbox_4: 0.1599 loss_giou_4: 0.2761 time: 0.2800 data_time: 0.0302 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:44] d2.utils.events INFO: eta: 1:24:10 iter: 431979 total_loss: 4.852 loss_ce: 0.1961 loss_bbox: 0.1546 loss_giou: 0.3159 loss_ce_0: 0.4087 loss_bbox_0: 0.2577 loss_giou_0: 0.4674 loss_ce_1: 0.3187 loss_bbox_1: 0.1837 loss_giou_1: 0.3597 loss_ce_2: 0.2508 loss_bbox_2: 0.1663 loss_giou_2: 0.3368 loss_ce_3: 0.2124 loss_bbox_3: 0.1637 loss_giou_3: 0.3233 loss_ce_4: 0.2048 loss_bbox_4: 0.1583 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:49] d2.utils.events INFO: eta: 1:24:05 iter: 431999 total_loss: 4.554 loss_ce: 0.188 loss_bbox: 0.1545 loss_giou: 0.2901 loss_ce_0: 0.4197 loss_bbox_0: 0.2428 loss_giou_0: 0.4497 loss_ce_1: 0.2858 loss_bbox_1: 0.1717 loss_giou_1: 0.3248 loss_ce_2: 0.2308 loss_bbox_2: 0.1614 loss_giou_2: 0.307 loss_ce_3: 0.2034 loss_bbox_3: 0.1572 loss_giou_3: 0.2984 loss_ce_4: 0.1903 loss_bbox_4: 0.1556 loss_giou_4: 0.2936 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:29:55] d2.utils.events INFO: eta: 1:23:59 iter: 432019 total_loss: 4.809 loss_ce: 0.199 loss_bbox: 0.1488 loss_giou: 0.3053 loss_ce_0: 0.4327 loss_bbox_0: 0.254 loss_giou_0: 0.4696 loss_ce_1: 0.3238 loss_bbox_1: 0.1698 loss_giou_1: 0.3592 loss_ce_2: 0.2562 loss_bbox_2: 0.1619 loss_giou_2: 0.3213 loss_ce_3: 0.2274 loss_bbox_3: 0.1501 loss_giou_3: 0.3185 loss_ce_4: 0.2071 loss_bbox_4: 0.1474 loss_giou_4: 0.3126 time: 0.2800 data_time: 0.0312 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:01] d2.utils.events INFO: eta: 1:23:53 iter: 432039 total_loss: 4.663 loss_ce: 0.1936 loss_bbox: 0.1469 loss_giou: 0.3105 loss_ce_0: 0.4157 loss_bbox_0: 0.2578 loss_giou_0: 0.4808 loss_ce_1: 0.2907 loss_bbox_1: 0.1759 loss_giou_1: 0.3563 loss_ce_2: 0.234 loss_bbox_2: 0.1647 loss_giou_2: 0.3342 loss_ce_3: 0.2081 loss_bbox_3: 0.1564 loss_giou_3: 0.3196 loss_ce_4: 0.1938 loss_bbox_4: 0.1499 loss_giou_4: 0.3141 time: 0.2800 data_time: 0.0193 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:06] d2.utils.events INFO: eta: 1:23:48 iter: 432059 total_loss: 4.935 loss_ce: 0.1938 loss_bbox: 0.1562 loss_giou: 0.3147 loss_ce_0: 0.425 loss_bbox_0: 0.2549 loss_giou_0: 0.4825 loss_ce_1: 0.3187 loss_bbox_1: 0.1789 loss_giou_1: 0.3516 loss_ce_2: 0.2537 loss_bbox_2: 0.1636 loss_giou_2: 0.3325 loss_ce_3: 0.2223 loss_bbox_3: 0.1608 loss_giou_3: 0.3337 loss_ce_4: 0.1989 loss_bbox_4: 0.1579 loss_giou_4: 0.3153 time: 0.2800 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:12] d2.utils.events INFO: eta: 1:23:42 iter: 432079 total_loss: 4.479 loss_ce: 0.1808 loss_bbox: 0.1579 loss_giou: 0.2914 loss_ce_0: 0.4051 loss_bbox_0: 0.2612 loss_giou_0: 0.464 loss_ce_1: 0.2989 loss_bbox_1: 0.1841 loss_giou_1: 0.3386 loss_ce_2: 0.2306 loss_bbox_2: 0.1666 loss_giou_2: 0.317 loss_ce_3: 0.1932 loss_bbox_3: 0.1625 loss_giou_3: 0.3044 loss_ce_4: 0.1827 loss_bbox_4: 0.1582 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:18] d2.utils.events INFO: eta: 1:23:37 iter: 432099 total_loss: 4.829 loss_ce: 0.2053 loss_bbox: 0.1605 loss_giou: 0.3143 loss_ce_0: 0.4214 loss_bbox_0: 0.2659 loss_giou_0: 0.4567 loss_ce_1: 0.3027 loss_bbox_1: 0.1863 loss_giou_1: 0.3494 loss_ce_2: 0.2581 loss_bbox_2: 0.1711 loss_giou_2: 0.331 loss_ce_3: 0.2215 loss_bbox_3: 0.1665 loss_giou_3: 0.3197 loss_ce_4: 0.2096 loss_bbox_4: 0.1652 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:23] d2.utils.events INFO: eta: 1:23:32 iter: 432119 total_loss: 4.714 loss_ce: 0.2042 loss_bbox: 0.1467 loss_giou: 0.3202 loss_ce_0: 0.4268 loss_bbox_0: 0.252 loss_giou_0: 0.4794 loss_ce_1: 0.3076 loss_bbox_1: 0.1747 loss_giou_1: 0.3653 loss_ce_2: 0.2499 loss_bbox_2: 0.1566 loss_giou_2: 0.3382 loss_ce_3: 0.2164 loss_bbox_3: 0.1483 loss_giou_3: 0.3289 loss_ce_4: 0.2009 loss_bbox_4: 0.1499 loss_giou_4: 0.326 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:29] d2.utils.events INFO: eta: 1:23:26 iter: 432139 total_loss: 4.729 loss_ce: 0.1922 loss_bbox: 0.1541 loss_giou: 0.2969 loss_ce_0: 0.4119 loss_bbox_0: 0.2753 loss_giou_0: 0.4614 loss_ce_1: 0.3082 loss_bbox_1: 0.187 loss_giou_1: 0.334 loss_ce_2: 0.2424 loss_bbox_2: 0.17 loss_giou_2: 0.307 loss_ce_3: 0.205 loss_bbox_3: 0.1606 loss_giou_3: 0.2997 loss_ce_4: 0.1931 loss_bbox_4: 0.155 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:35] d2.utils.events INFO: eta: 1:23:19 iter: 432159 total_loss: 4.972 loss_ce: 0.2058 loss_bbox: 0.1646 loss_giou: 0.3037 loss_ce_0: 0.4416 loss_bbox_0: 0.2696 loss_giou_0: 0.4626 loss_ce_1: 0.3313 loss_bbox_1: 0.1918 loss_giou_1: 0.3497 loss_ce_2: 0.2643 loss_bbox_2: 0.1796 loss_giou_2: 0.3219 loss_ce_3: 0.2393 loss_bbox_3: 0.1761 loss_giou_3: 0.312 loss_ce_4: 0.2142 loss_bbox_4: 0.1638 loss_giou_4: 0.3064 time: 0.2800 data_time: 0.0316 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:40] d2.utils.events INFO: eta: 1:23:14 iter: 432179 total_loss: 4.627 loss_ce: 0.1856 loss_bbox: 0.1517 loss_giou: 0.3042 loss_ce_0: 0.4065 loss_bbox_0: 0.2467 loss_giou_0: 0.4631 loss_ce_1: 0.3006 loss_bbox_1: 0.1715 loss_giou_1: 0.3507 loss_ce_2: 0.233 loss_bbox_2: 0.1573 loss_giou_2: 0.3244 loss_ce_3: 0.2111 loss_bbox_3: 0.1509 loss_giou_3: 0.3156 loss_ce_4: 0.1881 loss_bbox_4: 0.1521 loss_giou_4: 0.308 time: 0.2800 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:46] d2.utils.events INFO: eta: 1:23:06 iter: 432199 total_loss: 4.634 loss_ce: 0.1842 loss_bbox: 0.1585 loss_giou: 0.2858 loss_ce_0: 0.4393 loss_bbox_0: 0.2657 loss_giou_0: 0.4462 loss_ce_1: 0.3225 loss_bbox_1: 0.1864 loss_giou_1: 0.3346 loss_ce_2: 0.2327 loss_bbox_2: 0.1746 loss_giou_2: 0.3143 loss_ce_3: 0.2004 loss_bbox_3: 0.165 loss_giou_3: 0.2976 loss_ce_4: 0.1828 loss_bbox_4: 0.1613 loss_giou_4: 0.2941 time: 0.2800 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:52] d2.utils.events INFO: eta: 1:23:01 iter: 432219 total_loss: 4.493 loss_ce: 0.1692 loss_bbox: 0.1534 loss_giou: 0.2845 loss_ce_0: 0.3969 loss_bbox_0: 0.265 loss_giou_0: 0.4453 loss_ce_1: 0.2891 loss_bbox_1: 0.181 loss_giou_1: 0.3329 loss_ce_2: 0.2314 loss_bbox_2: 0.1644 loss_giou_2: 0.3025 loss_ce_3: 0.1905 loss_bbox_3: 0.1591 loss_giou_3: 0.2993 loss_ce_4: 0.1899 loss_bbox_4: 0.1545 loss_giou_4: 0.2902 time: 0.2800 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 00:30:57] d2.utils.events INFO: eta: 1:22:55 iter: 432239 total_loss: 4.755 loss_ce: 0.2017 loss_bbox: 0.155 loss_giou: 0.2937 loss_ce_0: 0.4224 loss_bbox_0: 0.2546 loss_giou_0: 0.4632 loss_ce_1: 0.3089 loss_bbox_1: 0.1819 loss_giou_1: 0.3521 loss_ce_2: 0.2442 loss_bbox_2: 0.1739 loss_giou_2: 0.3171 loss_ce_3: 0.2165 loss_bbox_3: 0.1602 loss_giou_3: 0.3101 loss_ce_4: 0.2119 loss_bbox_4: 0.1564 loss_giou_4: 0.3 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:03] d2.utils.events INFO: eta: 1:22:50 iter: 432259 total_loss: 4.888 loss_ce: 0.2172 loss_bbox: 0.1491 loss_giou: 0.3112 loss_ce_0: 0.4235 loss_bbox_0: 0.2583 loss_giou_0: 0.4762 loss_ce_1: 0.3165 loss_bbox_1: 0.1817 loss_giou_1: 0.3628 loss_ce_2: 0.2574 loss_bbox_2: 0.1611 loss_giou_2: 0.3333 loss_ce_3: 0.2257 loss_bbox_3: 0.1578 loss_giou_3: 0.3258 loss_ce_4: 0.2142 loss_bbox_4: 0.1507 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:09] d2.utils.events INFO: eta: 1:22:44 iter: 432279 total_loss: 4.707 loss_ce: 0.2078 loss_bbox: 0.1547 loss_giou: 0.2956 loss_ce_0: 0.4145 loss_bbox_0: 0.2524 loss_giou_0: 0.4513 loss_ce_1: 0.3056 loss_bbox_1: 0.1795 loss_giou_1: 0.3394 loss_ce_2: 0.253 loss_bbox_2: 0.1641 loss_giou_2: 0.3236 loss_ce_3: 0.2232 loss_bbox_3: 0.1619 loss_giou_3: 0.3077 loss_ce_4: 0.2113 loss_bbox_4: 0.159 loss_giou_4: 0.3007 time: 0.2800 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:14] d2.utils.events INFO: eta: 1:22:38 iter: 432299 total_loss: 4.608 loss_ce: 0.1905 loss_bbox: 0.1505 loss_giou: 0.2959 loss_ce_0: 0.4028 loss_bbox_0: 0.2529 loss_giou_0: 0.4551 loss_ce_1: 0.2921 loss_bbox_1: 0.18 loss_giou_1: 0.3409 loss_ce_2: 0.2312 loss_bbox_2: 0.1631 loss_giou_2: 0.3152 loss_ce_3: 0.2071 loss_bbox_3: 0.1568 loss_giou_3: 0.307 loss_ce_4: 0.1917 loss_bbox_4: 0.1549 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:20] d2.utils.events INFO: eta: 1:22:29 iter: 432319 total_loss: 4.617 loss_ce: 0.187 loss_bbox: 0.1558 loss_giou: 0.2802 loss_ce_0: 0.413 loss_bbox_0: 0.2723 loss_giou_0: 0.4326 loss_ce_1: 0.3164 loss_bbox_1: 0.1886 loss_giou_1: 0.3165 loss_ce_2: 0.2451 loss_bbox_2: 0.1704 loss_giou_2: 0.2953 loss_ce_3: 0.2122 loss_bbox_3: 0.1652 loss_giou_3: 0.2889 loss_ce_4: 0.1908 loss_bbox_4: 0.1583 loss_giou_4: 0.2826 time: 0.2800 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:26] d2.utils.events INFO: eta: 1:22:26 iter: 432339 total_loss: 4.66 loss_ce: 0.2169 loss_bbox: 0.1502 loss_giou: 0.3052 loss_ce_0: 0.4296 loss_bbox_0: 0.249 loss_giou_0: 0.4737 loss_ce_1: 0.3136 loss_bbox_1: 0.1723 loss_giou_1: 0.3478 loss_ce_2: 0.2526 loss_bbox_2: 0.1588 loss_giou_2: 0.3217 loss_ce_3: 0.2226 loss_bbox_3: 0.1576 loss_giou_3: 0.3152 loss_ce_4: 0.2157 loss_bbox_4: 0.1535 loss_giou_4: 0.3109 time: 0.2800 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:31] d2.utils.events INFO: eta: 1:22:22 iter: 432359 total_loss: 4.589 loss_ce: 0.192 loss_bbox: 0.1389 loss_giou: 0.2908 loss_ce_0: 0.4206 loss_bbox_0: 0.254 loss_giou_0: 0.4518 loss_ce_1: 0.31 loss_bbox_1: 0.1724 loss_giou_1: 0.3296 loss_ce_2: 0.2421 loss_bbox_2: 0.153 loss_giou_2: 0.31 loss_ce_3: 0.2122 loss_bbox_3: 0.1435 loss_giou_3: 0.3013 loss_ce_4: 0.1994 loss_bbox_4: 0.1409 loss_giou_4: 0.2962 time: 0.2800 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:37] d2.utils.events INFO: eta: 1:22:19 iter: 432379 total_loss: 4.727 loss_ce: 0.2051 loss_bbox: 0.1505 loss_giou: 0.3047 loss_ce_0: 0.4142 loss_bbox_0: 0.2486 loss_giou_0: 0.4715 loss_ce_1: 0.3015 loss_bbox_1: 0.1806 loss_giou_1: 0.3389 loss_ce_2: 0.2452 loss_bbox_2: 0.1598 loss_giou_2: 0.3214 loss_ce_3: 0.2181 loss_bbox_3: 0.152 loss_giou_3: 0.3138 loss_ce_4: 0.2084 loss_bbox_4: 0.1511 loss_giou_4: 0.3104 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:43] d2.utils.events INFO: eta: 1:22:13 iter: 432399 total_loss: 4.89 loss_ce: 0.2043 loss_bbox: 0.1508 loss_giou: 0.3116 loss_ce_0: 0.4306 loss_bbox_0: 0.2438 loss_giou_0: 0.4745 loss_ce_1: 0.3195 loss_bbox_1: 0.1804 loss_giou_1: 0.3584 loss_ce_2: 0.2575 loss_bbox_2: 0.1585 loss_giou_2: 0.3352 loss_ce_3: 0.2258 loss_bbox_3: 0.1561 loss_giou_3: 0.3219 loss_ce_4: 0.2099 loss_bbox_4: 0.1535 loss_giou_4: 0.3164 time: 0.2800 data_time: 0.0218 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:48] d2.utils.events INFO: eta: 1:22:09 iter: 432419 total_loss: 4.621 loss_ce: 0.1852 loss_bbox: 0.1511 loss_giou: 0.2936 loss_ce_0: 0.4265 loss_bbox_0: 0.2517 loss_giou_0: 0.4447 loss_ce_1: 0.3038 loss_bbox_1: 0.1784 loss_giou_1: 0.326 loss_ce_2: 0.246 loss_bbox_2: 0.1599 loss_giou_2: 0.3074 loss_ce_3: 0.2038 loss_bbox_3: 0.1563 loss_giou_3: 0.3 loss_ce_4: 0.1907 loss_bbox_4: 0.1548 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0217 lr: 2.5e-07 max_mem: 5427M [11/04 00:31:54] d2.utils.events INFO: eta: 1:22:03 iter: 432439 total_loss: 4.806 loss_ce: 0.1981 loss_bbox: 0.1613 loss_giou: 0.3135 loss_ce_0: 0.4281 loss_bbox_0: 0.2673 loss_giou_0: 0.4881 loss_ce_1: 0.3269 loss_bbox_1: 0.1899 loss_giou_1: 0.3535 loss_ce_2: 0.26 loss_bbox_2: 0.1678 loss_giou_2: 0.3329 loss_ce_3: 0.2227 loss_bbox_3: 0.1643 loss_giou_3: 0.3278 loss_ce_4: 0.2065 loss_bbox_4: 0.1639 loss_giou_4: 0.3149 time: 0.2800 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 00:32:00] d2.utils.events INFO: eta: 1:21:59 iter: 432459 total_loss: 4.585 loss_ce: 0.1859 loss_bbox: 0.1518 loss_giou: 0.2843 loss_ce_0: 0.4081 loss_bbox_0: 0.2604 loss_giou_0: 0.4496 loss_ce_1: 0.2945 loss_bbox_1: 0.1768 loss_giou_1: 0.324 loss_ce_2: 0.2382 loss_bbox_2: 0.1614 loss_giou_2: 0.3005 loss_ce_3: 0.2039 loss_bbox_3: 0.16 loss_giou_3: 0.289 loss_ce_4: 0.1908 loss_bbox_4: 0.1558 loss_giou_4: 0.2831 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:32:05] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 2.24 seconds. [11/04 00:32:05] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/04 00:32:06] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/04 00:32:06] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/04 00:32:07] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/04 00:32:07] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/04 00:32:10] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/04 00:32:19] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0026 s/iter. Inference: 0.0430 s/iter. Eval: 0.0003 s/iter. Total: 0.0459 s/iter. ETA=0:00:28 [11/04 00:32:24] d2.evaluation.evaluator INFO: Inference done 104/625. Dataloading: 0.0032 s/iter. Inference: 0.0498 s/iter. Eval: 0.0004 s/iter. Total: 0.0535 s/iter. ETA=0:00:27 [11/04 00:32:29] d2.evaluation.evaluator INFO: Inference done 200/625. Dataloading: 0.0032 s/iter. Inference: 0.0493 s/iter. Eval: 0.0004 s/iter. Total: 0.0530 s/iter. ETA=0:00:22 [11/04 00:32:34] d2.evaluation.evaluator INFO: Inference done 297/625. Dataloading: 0.0030 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0527 s/iter. ETA=0:00:17 [11/04 00:32:39] d2.evaluation.evaluator INFO: Inference done 369/625. Dataloading: 0.0030 s/iter. Inference: 0.0493 s/iter. Eval: 0.0036 s/iter. Total: 0.0560 s/iter. ETA=0:00:14 [11/04 00:32:44] d2.evaluation.evaluator INFO: Inference done 472/625. Dataloading: 0.0029 s/iter. Inference: 0.0485 s/iter. Eval: 0.0029 s/iter. Total: 0.0544 s/iter. ETA=0:00:08 [11/04 00:32:49] d2.evaluation.evaluator INFO: Inference done 621/625. Dataloading: 0.0025 s/iter. Inference: 0.0446 s/iter. Eval: 0.0023 s/iter. Total: 0.0494 s/iter. ETA=0:00:00 [11/04 00:32:50] d2.evaluation.evaluator INFO: Total inference time: 0:00:30.830598 (0.049727 s / iter per device, on 8 devices) [11/04 00:32:50] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:27 (0.044474 s / iter per device, on 8 devices) [11/04 00:33:00] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/04 00:33:00] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/04 00:33:03] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/04 00:33:08] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/04 00:33:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 15.35 seconds. [11/04 00:33:23] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/04 00:33:25] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.63 seconds. [11/04 00:33:25] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.912 | 64.219 | 48.286 | 26.607 | 47.542 | 60.958 | [11/04 00:33:25] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.711 | bicycle | 31.536 | car | 45.749 | | motorcycle | 45.732 | airplane | 69.442 | bus | 67.414 | | train | 67.503 | truck | 41.235 | boat | 28.463 | | traffic light | 27.911 | fire hydrant | 70.696 | stop sign | 67.342 | | parking meter | 44.238 | bench | 28.726 | bird | 39.068 | | cat | 74.575 | dog | 68.016 | horse | 63.502 | | sheep | 54.338 | cow | 61.929 | elephant | 68.274 | | bear | 75.197 | zebra | 68.957 | giraffe | 68.627 | | backpack | 18.322 | umbrella | 40.187 | handbag | 17.902 | | tie | 35.007 | suitcase | 45.970 | frisbee | 69.059 | | skis | 28.023 | snowboard | 45.452 | sports ball | 48.997 | | kite | 47.526 | baseball bat | 33.654 | baseball glove | 39.874 | | skateboard | 57.903 | surfboard | 40.777 | tennis racket | 50.655 | | bottle | 39.855 | wine glass | 35.773 | cup | 43.865 | | fork | 38.350 | knife | 20.672 | spoon | 20.756 | | bowl | 45.206 | banana | 25.372 | apple | 23.871 | | sandwich | 41.443 | orange | 30.587 | broccoli | 22.724 | | carrot | 22.895 | hot dog | 37.247 | pizza | 56.486 | | donut | 51.618 | cake | 39.627 | chair | 28.501 | | couch | 48.262 | potted plant | 28.359 | bed | 51.885 | | dining table | 30.845 | toilet | 64.293 | tv | 59.404 | | laptop | 63.123 | mouse | 61.094 | remote | 36.708 | | keyboard | 52.413 | cell phone | 38.614 | microwave | 65.924 | | oven | 37.186 | toaster | 36.251 | sink | 37.429 | | refrigerator | 62.461 | book | 14.645 | clock | 51.011 | | vase | 40.009 | scissors | 42.764 | teddy bear | 49.139 | | hair drier | 6.565 | toothbrush | 36.200 | | | [11/04 00:33:26] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/04 00:33:26] d2.evaluation.testing INFO: copypaste: Task: bbox [11/04 00:33:26] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/04 00:33:26] d2.evaluation.testing INFO: copypaste: 44.9115,64.2186,48.2864,26.6070,47.5422,60.9585 [11/04 00:33:29] d2.utils.events INFO: eta: 1:21:54 iter: 432479 total_loss: 4.547 loss_ce: 0.1918 loss_bbox: 0.1528 loss_giou: 0.29 loss_ce_0: 0.4162 loss_bbox_0: 0.2532 loss_giou_0: 0.4319 loss_ce_1: 0.301 loss_bbox_1: 0.1789 loss_giou_1: 0.3227 loss_ce_2: 0.2328 loss_bbox_2: 0.1619 loss_giou_2: 0.3088 loss_ce_3: 0.2066 loss_bbox_3: 0.1581 loss_giou_3: 0.3022 loss_ce_4: 0.1987 loss_bbox_4: 0.1547 loss_giou_4: 0.2943 time: 0.2800 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/04 00:33:35] d2.utils.events INFO: eta: 1:21:50 iter: 432499 total_loss: 4.868 loss_ce: 0.1951 loss_bbox: 0.1398 loss_giou: 0.3068 loss_ce_0: 0.4234 loss_bbox_0: 0.2606 loss_giou_0: 0.4733 loss_ce_1: 0.3153 loss_bbox_1: 0.1753 loss_giou_1: 0.3559 loss_ce_2: 0.2512 loss_bbox_2: 0.1552 loss_giou_2: 0.3281 loss_ce_3: 0.2109 loss_bbox_3: 0.1509 loss_giou_3: 0.312 loss_ce_4: 0.1969 loss_bbox_4: 0.144 loss_giou_4: 0.3095 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 00:33:41] d2.utils.events INFO: eta: 1:21:46 iter: 432519 total_loss: 4.975 loss_ce: 0.2105 loss_bbox: 0.1608 loss_giou: 0.3266 loss_ce_0: 0.434 loss_bbox_0: 0.2575 loss_giou_0: 0.5149 loss_ce_1: 0.3351 loss_bbox_1: 0.1806 loss_giou_1: 0.373 loss_ce_2: 0.2573 loss_bbox_2: 0.1657 loss_giou_2: 0.3423 loss_ce_3: 0.2287 loss_bbox_3: 0.1562 loss_giou_3: 0.3334 loss_ce_4: 0.214 loss_bbox_4: 0.1641 loss_giou_4: 0.3308 time: 0.2800 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 00:33:46] d2.utils.events INFO: eta: 1:21:41 iter: 432539 total_loss: 4.666 loss_ce: 0.1881 loss_bbox: 0.1439 loss_giou: 0.3063 loss_ce_0: 0.4165 loss_bbox_0: 0.2509 loss_giou_0: 0.4759 loss_ce_1: 0.2942 loss_bbox_1: 0.1706 loss_giou_1: 0.3539 loss_ce_2: 0.2397 loss_bbox_2: 0.1539 loss_giou_2: 0.326 loss_ce_3: 0.213 loss_bbox_3: 0.1538 loss_giou_3: 0.3186 loss_ce_4: 0.1947 loss_bbox_4: 0.1487 loss_giou_4: 0.3082 time: 0.2800 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 00:33:52] d2.utils.events INFO: eta: 1:21:37 iter: 432559 total_loss: 4.774 loss_ce: 0.2083 loss_bbox: 0.166 loss_giou: 0.2894 loss_ce_0: 0.4342 loss_bbox_0: 0.2777 loss_giou_0: 0.4503 loss_ce_1: 0.3289 loss_bbox_1: 0.197 loss_giou_1: 0.3359 loss_ce_2: 0.2583 loss_bbox_2: 0.1766 loss_giou_2: 0.316 loss_ce_3: 0.2249 loss_bbox_3: 0.1733 loss_giou_3: 0.3041 loss_ce_4: 0.2105 loss_bbox_4: 0.1678 loss_giou_4: 0.2922 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:33:58] d2.utils.events INFO: eta: 1:21:29 iter: 432579 total_loss: 4.858 loss_ce: 0.2084 loss_bbox: 0.1615 loss_giou: 0.2954 loss_ce_0: 0.4244 loss_bbox_0: 0.2686 loss_giou_0: 0.442 loss_ce_1: 0.3282 loss_bbox_1: 0.1832 loss_giou_1: 0.3277 loss_ce_2: 0.2619 loss_bbox_2: 0.1739 loss_giou_2: 0.3067 loss_ce_3: 0.2268 loss_bbox_3: 0.1663 loss_giou_3: 0.3048 loss_ce_4: 0.2079 loss_bbox_4: 0.1617 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:03] d2.utils.events INFO: eta: 1:21:24 iter: 432599 total_loss: 4.945 loss_ce: 0.2254 loss_bbox: 0.163 loss_giou: 0.2849 loss_ce_0: 0.4408 loss_bbox_0: 0.2736 loss_giou_0: 0.4663 loss_ce_1: 0.3287 loss_bbox_1: 0.1866 loss_giou_1: 0.3465 loss_ce_2: 0.2665 loss_bbox_2: 0.1729 loss_giou_2: 0.3163 loss_ce_3: 0.2409 loss_bbox_3: 0.1714 loss_giou_3: 0.3009 loss_ce_4: 0.227 loss_bbox_4: 0.1619 loss_giou_4: 0.2965 time: 0.2800 data_time: 0.0340 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:09] d2.utils.events INFO: eta: 1:21:19 iter: 432619 total_loss: 4.865 loss_ce: 0.2046 loss_bbox: 0.1563 loss_giou: 0.2856 loss_ce_0: 0.4378 loss_bbox_0: 0.2587 loss_giou_0: 0.4538 loss_ce_1: 0.3083 loss_bbox_1: 0.1855 loss_giou_1: 0.3429 loss_ce_2: 0.2632 loss_bbox_2: 0.1674 loss_giou_2: 0.3108 loss_ce_3: 0.2304 loss_bbox_3: 0.1623 loss_giou_3: 0.2993 loss_ce_4: 0.2105 loss_bbox_4: 0.1593 loss_giou_4: 0.2908 time: 0.2800 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:15] d2.utils.events INFO: eta: 1:21:14 iter: 432639 total_loss: 4.86 loss_ce: 0.2093 loss_bbox: 0.1472 loss_giou: 0.3124 loss_ce_0: 0.4097 loss_bbox_0: 0.2483 loss_giou_0: 0.4574 loss_ce_1: 0.3147 loss_bbox_1: 0.1757 loss_giou_1: 0.3415 loss_ce_2: 0.2586 loss_bbox_2: 0.1593 loss_giou_2: 0.3324 loss_ce_3: 0.2287 loss_bbox_3: 0.1514 loss_giou_3: 0.3158 loss_ce_4: 0.2198 loss_bbox_4: 0.1485 loss_giou_4: 0.3137 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:21] d2.utils.events INFO: eta: 1:21:07 iter: 432659 total_loss: 4.709 loss_ce: 0.2021 loss_bbox: 0.1534 loss_giou: 0.2949 loss_ce_0: 0.4313 loss_bbox_0: 0.2763 loss_giou_0: 0.4525 loss_ce_1: 0.3143 loss_bbox_1: 0.187 loss_giou_1: 0.3504 loss_ce_2: 0.2568 loss_bbox_2: 0.1668 loss_giou_2: 0.3169 loss_ce_3: 0.2222 loss_bbox_3: 0.1591 loss_giou_3: 0.3051 loss_ce_4: 0.2057 loss_bbox_4: 0.1539 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:26] d2.utils.events INFO: eta: 1:21:03 iter: 432679 total_loss: 4.593 loss_ce: 0.2087 loss_bbox: 0.1535 loss_giou: 0.2876 loss_ce_0: 0.4346 loss_bbox_0: 0.2601 loss_giou_0: 0.4608 loss_ce_1: 0.3185 loss_bbox_1: 0.1793 loss_giou_1: 0.3407 loss_ce_2: 0.2469 loss_bbox_2: 0.1684 loss_giou_2: 0.314 loss_ce_3: 0.2173 loss_bbox_3: 0.1609 loss_giou_3: 0.3005 loss_ce_4: 0.2062 loss_bbox_4: 0.1545 loss_giou_4: 0.2935 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:32] d2.utils.events INFO: eta: 1:20:57 iter: 432699 total_loss: 4.92 loss_ce: 0.2039 loss_bbox: 0.1639 loss_giou: 0.3062 loss_ce_0: 0.43 loss_bbox_0: 0.2633 loss_giou_0: 0.4668 loss_ce_1: 0.3121 loss_bbox_1: 0.1884 loss_giou_1: 0.3636 loss_ce_2: 0.2571 loss_bbox_2: 0.1739 loss_giou_2: 0.3266 loss_ce_3: 0.2161 loss_bbox_3: 0.1695 loss_giou_3: 0.3213 loss_ce_4: 0.206 loss_bbox_4: 0.1645 loss_giou_4: 0.309 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:38] d2.utils.events INFO: eta: 1:20:51 iter: 432719 total_loss: 4.676 loss_ce: 0.1988 loss_bbox: 0.1418 loss_giou: 0.3006 loss_ce_0: 0.4139 loss_bbox_0: 0.2413 loss_giou_0: 0.4593 loss_ce_1: 0.3015 loss_bbox_1: 0.1693 loss_giou_1: 0.338 loss_ce_2: 0.2511 loss_bbox_2: 0.1517 loss_giou_2: 0.3156 loss_ce_3: 0.2145 loss_bbox_3: 0.15 loss_giou_3: 0.3023 loss_ce_4: 0.2046 loss_bbox_4: 0.1448 loss_giou_4: 0.3039 time: 0.2800 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:43] d2.utils.events INFO: eta: 1:20:43 iter: 432739 total_loss: 4.755 loss_ce: 0.2061 loss_bbox: 0.1579 loss_giou: 0.2993 loss_ce_0: 0.4203 loss_bbox_0: 0.2599 loss_giou_0: 0.4637 loss_ce_1: 0.3049 loss_bbox_1: 0.1894 loss_giou_1: 0.338 loss_ce_2: 0.2481 loss_bbox_2: 0.1714 loss_giou_2: 0.3156 loss_ce_3: 0.2185 loss_bbox_3: 0.1631 loss_giou_3: 0.3104 loss_ce_4: 0.2117 loss_bbox_4: 0.162 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:49] d2.utils.events INFO: eta: 1:20:37 iter: 432759 total_loss: 4.666 loss_ce: 0.1927 loss_bbox: 0.1558 loss_giou: 0.2811 loss_ce_0: 0.4107 loss_bbox_0: 0.2703 loss_giou_0: 0.4384 loss_ce_1: 0.3058 loss_bbox_1: 0.1898 loss_giou_1: 0.3296 loss_ce_2: 0.2601 loss_bbox_2: 0.1649 loss_giou_2: 0.3048 loss_ce_3: 0.213 loss_bbox_3: 0.1629 loss_giou_3: 0.2996 loss_ce_4: 0.1993 loss_bbox_4: 0.1606 loss_giou_4: 0.2928 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 00:34:54] d2.utils.events INFO: eta: 1:20:31 iter: 432779 total_loss: 4.484 loss_ce: 0.1704 loss_bbox: 0.1545 loss_giou: 0.3134 loss_ce_0: 0.4059 loss_bbox_0: 0.2419 loss_giou_0: 0.4497 loss_ce_1: 0.2906 loss_bbox_1: 0.1764 loss_giou_1: 0.3418 loss_ce_2: 0.2208 loss_bbox_2: 0.1634 loss_giou_2: 0.3257 loss_ce_3: 0.192 loss_bbox_3: 0.1577 loss_giou_3: 0.3166 loss_ce_4: 0.1811 loss_bbox_4: 0.1559 loss_giou_4: 0.3176 time: 0.2800 data_time: 0.0215 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:00] d2.utils.events INFO: eta: 1:20:26 iter: 432799 total_loss: 4.759 loss_ce: 0.1978 loss_bbox: 0.1524 loss_giou: 0.301 loss_ce_0: 0.4168 loss_bbox_0: 0.2576 loss_giou_0: 0.4512 loss_ce_1: 0.2992 loss_bbox_1: 0.177 loss_giou_1: 0.3371 loss_ce_2: 0.2511 loss_bbox_2: 0.1646 loss_giou_2: 0.3077 loss_ce_3: 0.2234 loss_bbox_3: 0.1593 loss_giou_3: 0.3003 loss_ce_4: 0.1997 loss_bbox_4: 0.1568 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:06] d2.utils.events INFO: eta: 1:20:20 iter: 432819 total_loss: 4.682 loss_ce: 0.1973 loss_bbox: 0.151 loss_giou: 0.2801 loss_ce_0: 0.4267 loss_bbox_0: 0.2692 loss_giou_0: 0.4305 loss_ce_1: 0.3208 loss_bbox_1: 0.1829 loss_giou_1: 0.3156 loss_ce_2: 0.255 loss_bbox_2: 0.1697 loss_giou_2: 0.296 loss_ce_3: 0.2159 loss_bbox_3: 0.1583 loss_giou_3: 0.2869 loss_ce_4: 0.207 loss_bbox_4: 0.1553 loss_giou_4: 0.2822 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:11] d2.utils.events INFO: eta: 1:20:15 iter: 432839 total_loss: 5.073 loss_ce: 0.2311 loss_bbox: 0.157 loss_giou: 0.3119 loss_ce_0: 0.4407 loss_bbox_0: 0.2652 loss_giou_0: 0.4848 loss_ce_1: 0.3427 loss_bbox_1: 0.1832 loss_giou_1: 0.3593 loss_ce_2: 0.2744 loss_bbox_2: 0.1685 loss_giou_2: 0.3231 loss_ce_3: 0.249 loss_bbox_3: 0.1608 loss_giou_3: 0.3163 loss_ce_4: 0.225 loss_bbox_4: 0.1591 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:17] d2.utils.events INFO: eta: 1:20:09 iter: 432859 total_loss: 4.839 loss_ce: 0.1997 loss_bbox: 0.1477 loss_giou: 0.3159 loss_ce_0: 0.4403 loss_bbox_0: 0.2588 loss_giou_0: 0.4837 loss_ce_1: 0.3205 loss_bbox_1: 0.1736 loss_giou_1: 0.3622 loss_ce_2: 0.2623 loss_bbox_2: 0.1561 loss_giou_2: 0.339 loss_ce_3: 0.2224 loss_bbox_3: 0.1544 loss_giou_3: 0.3279 loss_ce_4: 0.2082 loss_bbox_4: 0.1507 loss_giou_4: 0.3236 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:23] d2.utils.events INFO: eta: 1:20:04 iter: 432879 total_loss: 4.69 loss_ce: 0.2012 loss_bbox: 0.1552 loss_giou: 0.2983 loss_ce_0: 0.4314 loss_bbox_0: 0.2676 loss_giou_0: 0.4622 loss_ce_1: 0.2938 loss_bbox_1: 0.1914 loss_giou_1: 0.3481 loss_ce_2: 0.2439 loss_bbox_2: 0.1682 loss_giou_2: 0.3202 loss_ce_3: 0.217 loss_bbox_3: 0.1633 loss_giou_3: 0.3121 loss_ce_4: 0.1991 loss_bbox_4: 0.1555 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0218 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:28] d2.utils.events INFO: eta: 1:19:58 iter: 432899 total_loss: 4.737 loss_ce: 0.1926 loss_bbox: 0.1603 loss_giou: 0.3036 loss_ce_0: 0.4197 loss_bbox_0: 0.2556 loss_giou_0: 0.4369 loss_ce_1: 0.3061 loss_bbox_1: 0.186 loss_giou_1: 0.3334 loss_ce_2: 0.2381 loss_bbox_2: 0.1715 loss_giou_2: 0.3166 loss_ce_3: 0.2122 loss_bbox_3: 0.1654 loss_giou_3: 0.3117 loss_ce_4: 0.1985 loss_bbox_4: 0.1611 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:34] d2.utils.events INFO: eta: 1:19:51 iter: 432919 total_loss: 4.645 loss_ce: 0.2025 loss_bbox: 0.1355 loss_giou: 0.2902 loss_ce_0: 0.4259 loss_bbox_0: 0.244 loss_giou_0: 0.4619 loss_ce_1: 0.3108 loss_bbox_1: 0.1666 loss_giou_1: 0.3379 loss_ce_2: 0.2471 loss_bbox_2: 0.1513 loss_giou_2: 0.3084 loss_ce_3: 0.2203 loss_bbox_3: 0.1426 loss_giou_3: 0.3015 loss_ce_4: 0.2123 loss_bbox_4: 0.1411 loss_giou_4: 0.2994 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:40] d2.utils.events INFO: eta: 1:19:46 iter: 432939 total_loss: 4.549 loss_ce: 0.1894 loss_bbox: 0.1528 loss_giou: 0.299 loss_ce_0: 0.4113 loss_bbox_0: 0.2423 loss_giou_0: 0.4774 loss_ce_1: 0.2986 loss_bbox_1: 0.1738 loss_giou_1: 0.3444 loss_ce_2: 0.241 loss_bbox_2: 0.1606 loss_giou_2: 0.322 loss_ce_3: 0.2038 loss_bbox_3: 0.154 loss_giou_3: 0.317 loss_ce_4: 0.1913 loss_bbox_4: 0.1529 loss_giou_4: 0.3077 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:45] d2.utils.events INFO: eta: 1:19:41 iter: 432959 total_loss: 4.667 loss_ce: 0.1959 loss_bbox: 0.1534 loss_giou: 0.2909 loss_ce_0: 0.4305 loss_bbox_0: 0.2459 loss_giou_0: 0.4386 loss_ce_1: 0.3104 loss_bbox_1: 0.1793 loss_giou_1: 0.3331 loss_ce_2: 0.2495 loss_bbox_2: 0.1598 loss_giou_2: 0.3081 loss_ce_3: 0.2102 loss_bbox_3: 0.1596 loss_giou_3: 0.2984 loss_ce_4: 0.2021 loss_bbox_4: 0.1554 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:51] d2.utils.events INFO: eta: 1:19:37 iter: 432979 total_loss: 4.881 loss_ce: 0.2093 loss_bbox: 0.1532 loss_giou: 0.31 loss_ce_0: 0.4301 loss_bbox_0: 0.2478 loss_giou_0: 0.4774 loss_ce_1: 0.3205 loss_bbox_1: 0.1722 loss_giou_1: 0.3566 loss_ce_2: 0.2581 loss_bbox_2: 0.1659 loss_giou_2: 0.3243 loss_ce_3: 0.2174 loss_bbox_3: 0.1592 loss_giou_3: 0.3204 loss_ce_4: 0.2135 loss_bbox_4: 0.1565 loss_giou_4: 0.3127 time: 0.2800 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 00:35:57] d2.utils.events INFO: eta: 1:19:31 iter: 432999 total_loss: 4.403 loss_ce: 0.1703 loss_bbox: 0.1484 loss_giou: 0.2909 loss_ce_0: 0.4022 loss_bbox_0: 0.258 loss_giou_0: 0.4379 loss_ce_1: 0.285 loss_bbox_1: 0.1749 loss_giou_1: 0.3347 loss_ce_2: 0.2219 loss_bbox_2: 0.162 loss_giou_2: 0.3075 loss_ce_3: 0.1981 loss_bbox_3: 0.1578 loss_giou_3: 0.3061 loss_ce_4: 0.1788 loss_bbox_4: 0.1513 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:02] d2.utils.events INFO: eta: 1:19:25 iter: 433019 total_loss: 4.919 loss_ce: 0.1991 loss_bbox: 0.1536 loss_giou: 0.2942 loss_ce_0: 0.4368 loss_bbox_0: 0.2669 loss_giou_0: 0.4672 loss_ce_1: 0.3209 loss_bbox_1: 0.1838 loss_giou_1: 0.3309 loss_ce_2: 0.2507 loss_bbox_2: 0.1692 loss_giou_2: 0.3185 loss_ce_3: 0.2142 loss_bbox_3: 0.1567 loss_giou_3: 0.3093 loss_ce_4: 0.2039 loss_bbox_4: 0.154 loss_giou_4: 0.2968 time: 0.2800 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:08] d2.utils.events INFO: eta: 1:19:19 iter: 433039 total_loss: 4.555 loss_ce: 0.2076 loss_bbox: 0.1602 loss_giou: 0.2941 loss_ce_0: 0.4209 loss_bbox_0: 0.2529 loss_giou_0: 0.4739 loss_ce_1: 0.2948 loss_bbox_1: 0.1838 loss_giou_1: 0.342 loss_ce_2: 0.2498 loss_bbox_2: 0.1685 loss_giou_2: 0.3112 loss_ce_3: 0.2164 loss_bbox_3: 0.166 loss_giou_3: 0.3053 loss_ce_4: 0.2088 loss_bbox_4: 0.1618 loss_giou_4: 0.2973 time: 0.2800 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:14] d2.utils.events INFO: eta: 1:19:13 iter: 433059 total_loss: 4.708 loss_ce: 0.1989 loss_bbox: 0.1641 loss_giou: 0.2863 loss_ce_0: 0.435 loss_bbox_0: 0.2689 loss_giou_0: 0.4335 loss_ce_1: 0.3258 loss_bbox_1: 0.187 loss_giou_1: 0.3175 loss_ce_2: 0.2638 loss_bbox_2: 0.1747 loss_giou_2: 0.2929 loss_ce_3: 0.2232 loss_bbox_3: 0.1664 loss_giou_3: 0.2906 loss_ce_4: 0.2056 loss_bbox_4: 0.1641 loss_giou_4: 0.2851 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:19] d2.utils.events INFO: eta: 1:19:08 iter: 433079 total_loss: 5.018 loss_ce: 0.2172 loss_bbox: 0.1528 loss_giou: 0.3102 loss_ce_0: 0.4225 loss_bbox_0: 0.2732 loss_giou_0: 0.4669 loss_ce_1: 0.3225 loss_bbox_1: 0.1831 loss_giou_1: 0.3541 loss_ce_2: 0.2738 loss_bbox_2: 0.1682 loss_giou_2: 0.3282 loss_ce_3: 0.2432 loss_bbox_3: 0.1682 loss_giou_3: 0.3257 loss_ce_4: 0.2222 loss_bbox_4: 0.1617 loss_giou_4: 0.3174 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:25] d2.utils.events INFO: eta: 1:19:02 iter: 433099 total_loss: 4.727 loss_ce: 0.1905 loss_bbox: 0.1523 loss_giou: 0.2973 loss_ce_0: 0.4233 loss_bbox_0: 0.2532 loss_giou_0: 0.464 loss_ce_1: 0.3075 loss_bbox_1: 0.1828 loss_giou_1: 0.3403 loss_ce_2: 0.2391 loss_bbox_2: 0.1616 loss_giou_2: 0.3186 loss_ce_3: 0.2089 loss_bbox_3: 0.1562 loss_giou_3: 0.3129 loss_ce_4: 0.198 loss_bbox_4: 0.1536 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:31] d2.utils.events INFO: eta: 1:18:56 iter: 433119 total_loss: 4.932 loss_ce: 0.1961 loss_bbox: 0.1535 loss_giou: 0.2913 loss_ce_0: 0.4169 loss_bbox_0: 0.2684 loss_giou_0: 0.4788 loss_ce_1: 0.3008 loss_bbox_1: 0.183 loss_giou_1: 0.3403 loss_ce_2: 0.2548 loss_bbox_2: 0.1608 loss_giou_2: 0.3024 loss_ce_3: 0.2237 loss_bbox_3: 0.1614 loss_giou_3: 0.2955 loss_ce_4: 0.2 loss_bbox_4: 0.155 loss_giou_4: 0.2979 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:37] d2.utils.events INFO: eta: 1:18:50 iter: 433139 total_loss: 4.633 loss_ce: 0.181 loss_bbox: 0.1473 loss_giou: 0.2931 loss_ce_0: 0.412 loss_bbox_0: 0.2582 loss_giou_0: 0.4574 loss_ce_1: 0.2846 loss_bbox_1: 0.1788 loss_giou_1: 0.3405 loss_ce_2: 0.2343 loss_bbox_2: 0.1594 loss_giou_2: 0.3147 loss_ce_3: 0.1954 loss_bbox_3: 0.1537 loss_giou_3: 0.303 loss_ce_4: 0.1881 loss_bbox_4: 0.1506 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0334 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:43] d2.utils.events INFO: eta: 1:18:45 iter: 433159 total_loss: 5.179 loss_ce: 0.2158 loss_bbox: 0.1575 loss_giou: 0.3349 loss_ce_0: 0.4562 loss_bbox_0: 0.2679 loss_giou_0: 0.5205 loss_ce_1: 0.3393 loss_bbox_1: 0.1874 loss_giou_1: 0.3829 loss_ce_2: 0.2743 loss_bbox_2: 0.1671 loss_giou_2: 0.3586 loss_ce_3: 0.2425 loss_bbox_3: 0.1574 loss_giou_3: 0.3481 loss_ce_4: 0.2255 loss_bbox_4: 0.157 loss_giou_4: 0.34 time: 0.2800 data_time: 0.0338 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:49] d2.utils.events INFO: eta: 1:18:37 iter: 433179 total_loss: 4.592 loss_ce: 0.1957 loss_bbox: 0.1485 loss_giou: 0.2917 loss_ce_0: 0.4115 loss_bbox_0: 0.2439 loss_giou_0: 0.4373 loss_ce_1: 0.2962 loss_bbox_1: 0.1758 loss_giou_1: 0.3368 loss_ce_2: 0.2396 loss_bbox_2: 0.1614 loss_giou_2: 0.3059 loss_ce_3: 0.2078 loss_bbox_3: 0.1535 loss_giou_3: 0.2967 loss_ce_4: 0.194 loss_bbox_4: 0.1509 loss_giou_4: 0.2961 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 00:36:54] d2.utils.events INFO: eta: 1:18:31 iter: 433199 total_loss: 4.735 loss_ce: 0.2082 loss_bbox: 0.1538 loss_giou: 0.3123 loss_ce_0: 0.4112 loss_bbox_0: 0.2563 loss_giou_0: 0.4846 loss_ce_1: 0.3154 loss_bbox_1: 0.1774 loss_giou_1: 0.3613 loss_ce_2: 0.2575 loss_bbox_2: 0.1685 loss_giou_2: 0.3314 loss_ce_3: 0.2237 loss_bbox_3: 0.1626 loss_giou_3: 0.3215 loss_ce_4: 0.2098 loss_bbox_4: 0.1581 loss_giou_4: 0.3132 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:00] d2.utils.events INFO: eta: 1:18:24 iter: 433219 total_loss: 4.906 loss_ce: 0.2155 loss_bbox: 0.1512 loss_giou: 0.3057 loss_ce_0: 0.4396 loss_bbox_0: 0.268 loss_giou_0: 0.4767 loss_ce_1: 0.3286 loss_bbox_1: 0.1827 loss_giou_1: 0.3509 loss_ce_2: 0.2656 loss_bbox_2: 0.1699 loss_giou_2: 0.3268 loss_ce_3: 0.2413 loss_bbox_3: 0.1625 loss_giou_3: 0.317 loss_ce_4: 0.2127 loss_bbox_4: 0.16 loss_giou_4: 0.3118 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:06] d2.utils.events INFO: eta: 1:18:17 iter: 433239 total_loss: 4.615 loss_ce: 0.2093 loss_bbox: 0.1451 loss_giou: 0.307 loss_ce_0: 0.4007 loss_bbox_0: 0.2561 loss_giou_0: 0.4674 loss_ce_1: 0.2963 loss_bbox_1: 0.1694 loss_giou_1: 0.3426 loss_ce_2: 0.2392 loss_bbox_2: 0.1559 loss_giou_2: 0.3178 loss_ce_3: 0.2124 loss_bbox_3: 0.1524 loss_giou_3: 0.3092 loss_ce_4: 0.2109 loss_bbox_4: 0.1464 loss_giou_4: 0.3018 time: 0.2800 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:11] d2.utils.events INFO: eta: 1:18:10 iter: 433259 total_loss: 4.709 loss_ce: 0.1864 loss_bbox: 0.1468 loss_giou: 0.2968 loss_ce_0: 0.4175 loss_bbox_0: 0.2562 loss_giou_0: 0.4627 loss_ce_1: 0.305 loss_bbox_1: 0.1795 loss_giou_1: 0.3446 loss_ce_2: 0.2475 loss_bbox_2: 0.1619 loss_giou_2: 0.3177 loss_ce_3: 0.2218 loss_bbox_3: 0.1537 loss_giou_3: 0.3029 loss_ce_4: 0.1971 loss_bbox_4: 0.1483 loss_giou_4: 0.3014 time: 0.2800 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:17] d2.utils.events INFO: eta: 1:18:02 iter: 433279 total_loss: 4.625 loss_ce: 0.1891 loss_bbox: 0.164 loss_giou: 0.2894 loss_ce_0: 0.4212 loss_bbox_0: 0.2679 loss_giou_0: 0.4423 loss_ce_1: 0.3056 loss_bbox_1: 0.182 loss_giou_1: 0.3162 loss_ce_2: 0.2529 loss_bbox_2: 0.1698 loss_giou_2: 0.3008 loss_ce_3: 0.2192 loss_bbox_3: 0.1654 loss_giou_3: 0.2929 loss_ce_4: 0.2007 loss_bbox_4: 0.1641 loss_giou_4: 0.2908 time: 0.2800 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:22] d2.utils.events INFO: eta: 1:17:54 iter: 433299 total_loss: 4.792 loss_ce: 0.1965 loss_bbox: 0.1543 loss_giou: 0.3188 loss_ce_0: 0.4343 loss_bbox_0: 0.2696 loss_giou_0: 0.4926 loss_ce_1: 0.3153 loss_bbox_1: 0.1824 loss_giou_1: 0.3719 loss_ce_2: 0.2412 loss_bbox_2: 0.1648 loss_giou_2: 0.3431 loss_ce_3: 0.2144 loss_bbox_3: 0.1617 loss_giou_3: 0.3325 loss_ce_4: 0.2004 loss_bbox_4: 0.1576 loss_giou_4: 0.3227 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:28] d2.utils.events INFO: eta: 1:17:49 iter: 433319 total_loss: 4.693 loss_ce: 0.1762 loss_bbox: 0.1526 loss_giou: 0.3024 loss_ce_0: 0.4347 loss_bbox_0: 0.2545 loss_giou_0: 0.4337 loss_ce_1: 0.3138 loss_bbox_1: 0.177 loss_giou_1: 0.3395 loss_ce_2: 0.2426 loss_bbox_2: 0.1603 loss_giou_2: 0.3139 loss_ce_3: 0.1964 loss_bbox_3: 0.1572 loss_giou_3: 0.3074 loss_ce_4: 0.18 loss_bbox_4: 0.1553 loss_giou_4: 0.3085 time: 0.2800 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:34] d2.utils.events INFO: eta: 1:17:42 iter: 433339 total_loss: 4.628 loss_ce: 0.1944 loss_bbox: 0.1603 loss_giou: 0.3061 loss_ce_0: 0.43 loss_bbox_0: 0.2607 loss_giou_0: 0.4516 loss_ce_1: 0.3076 loss_bbox_1: 0.1822 loss_giou_1: 0.3505 loss_ce_2: 0.2523 loss_bbox_2: 0.164 loss_giou_2: 0.3238 loss_ce_3: 0.2108 loss_bbox_3: 0.1619 loss_giou_3: 0.3145 loss_ce_4: 0.1978 loss_bbox_4: 0.1569 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:40] d2.utils.events INFO: eta: 1:17:37 iter: 433359 total_loss: 4.627 loss_ce: 0.1991 loss_bbox: 0.1508 loss_giou: 0.2978 loss_ce_0: 0.4195 loss_bbox_0: 0.264 loss_giou_0: 0.4632 loss_ce_1: 0.2942 loss_bbox_1: 0.1799 loss_giou_1: 0.3435 loss_ce_2: 0.2401 loss_bbox_2: 0.164 loss_giou_2: 0.3154 loss_ce_3: 0.2096 loss_bbox_3: 0.1546 loss_giou_3: 0.306 loss_ce_4: 0.1984 loss_bbox_4: 0.1512 loss_giou_4: 0.303 time: 0.2800 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:45] d2.utils.events INFO: eta: 1:17:31 iter: 433379 total_loss: 4.506 loss_ce: 0.1821 loss_bbox: 0.1505 loss_giou: 0.288 loss_ce_0: 0.4159 loss_bbox_0: 0.265 loss_giou_0: 0.442 loss_ce_1: 0.3095 loss_bbox_1: 0.1812 loss_giou_1: 0.3338 loss_ce_2: 0.2532 loss_bbox_2: 0.1671 loss_giou_2: 0.3001 loss_ce_3: 0.213 loss_bbox_3: 0.1569 loss_giou_3: 0.292 loss_ce_4: 0.1921 loss_bbox_4: 0.1542 loss_giou_4: 0.2871 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:51] d2.utils.events INFO: eta: 1:17:25 iter: 433399 total_loss: 4.894 loss_ce: 0.2084 loss_bbox: 0.1562 loss_giou: 0.3035 loss_ce_0: 0.4347 loss_bbox_0: 0.2536 loss_giou_0: 0.4704 loss_ce_1: 0.3109 loss_bbox_1: 0.1744 loss_giou_1: 0.3482 loss_ce_2: 0.2545 loss_bbox_2: 0.1689 loss_giou_2: 0.3171 loss_ce_3: 0.2316 loss_bbox_3: 0.1626 loss_giou_3: 0.3126 loss_ce_4: 0.2145 loss_bbox_4: 0.1593 loss_giou_4: 0.3058 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:37:56] d2.utils.events INFO: eta: 1:17:18 iter: 433419 total_loss: 4.89 loss_ce: 0.2111 loss_bbox: 0.1491 loss_giou: 0.2966 loss_ce_0: 0.4377 loss_bbox_0: 0.2698 loss_giou_0: 0.4467 loss_ce_1: 0.3216 loss_bbox_1: 0.1799 loss_giou_1: 0.3414 loss_ce_2: 0.2664 loss_bbox_2: 0.1645 loss_giou_2: 0.3026 loss_ce_3: 0.2287 loss_bbox_3: 0.1572 loss_giou_3: 0.2962 loss_ce_4: 0.217 loss_bbox_4: 0.1542 loss_giou_4: 0.2991 time: 0.2800 data_time: 0.0194 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:02] d2.utils.events INFO: eta: 1:17:10 iter: 433439 total_loss: 4.878 loss_ce: 0.2045 loss_bbox: 0.1647 loss_giou: 0.3227 loss_ce_0: 0.42 loss_bbox_0: 0.2847 loss_giou_0: 0.4759 loss_ce_1: 0.3053 loss_bbox_1: 0.1932 loss_giou_1: 0.357 loss_ce_2: 0.2503 loss_bbox_2: 0.1807 loss_giou_2: 0.3439 loss_ce_3: 0.2259 loss_bbox_3: 0.1727 loss_giou_3: 0.3363 loss_ce_4: 0.2068 loss_bbox_4: 0.1644 loss_giou_4: 0.3296 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:08] d2.utils.events INFO: eta: 1:17:04 iter: 433459 total_loss: 4.823 loss_ce: 0.2085 loss_bbox: 0.16 loss_giou: 0.2817 loss_ce_0: 0.4348 loss_bbox_0: 0.2566 loss_giou_0: 0.4519 loss_ce_1: 0.3215 loss_bbox_1: 0.1835 loss_giou_1: 0.3321 loss_ce_2: 0.2586 loss_bbox_2: 0.1697 loss_giou_2: 0.3029 loss_ce_3: 0.2319 loss_bbox_3: 0.1669 loss_giou_3: 0.2924 loss_ce_4: 0.2188 loss_bbox_4: 0.1651 loss_giou_4: 0.2884 time: 0.2800 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:13] d2.utils.events INFO: eta: 1:16:58 iter: 433479 total_loss: 4.944 loss_ce: 0.2145 loss_bbox: 0.1679 loss_giou: 0.3123 loss_ce_0: 0.4422 loss_bbox_0: 0.2717 loss_giou_0: 0.4925 loss_ce_1: 0.325 loss_bbox_1: 0.1917 loss_giou_1: 0.3469 loss_ce_2: 0.2718 loss_bbox_2: 0.1763 loss_giou_2: 0.3239 loss_ce_3: 0.2381 loss_bbox_3: 0.1727 loss_giou_3: 0.3239 loss_ce_4: 0.2206 loss_bbox_4: 0.1688 loss_giou_4: 0.317 time: 0.2800 data_time: 0.0329 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:19] d2.utils.events INFO: eta: 1:16:49 iter: 433499 total_loss: 4.623 loss_ce: 0.1901 loss_bbox: 0.1592 loss_giou: 0.2919 loss_ce_0: 0.4178 loss_bbox_0: 0.2646 loss_giou_0: 0.4466 loss_ce_1: 0.2976 loss_bbox_1: 0.1858 loss_giou_1: 0.3304 loss_ce_2: 0.2469 loss_bbox_2: 0.1739 loss_giou_2: 0.311 loss_ce_3: 0.2113 loss_bbox_3: 0.1618 loss_giou_3: 0.3038 loss_ce_4: 0.1966 loss_bbox_4: 0.1621 loss_giou_4: 0.2976 time: 0.2800 data_time: 0.0322 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:25] d2.utils.events INFO: eta: 1:16:43 iter: 433519 total_loss: 4.34 loss_ce: 0.1794 loss_bbox: 0.1444 loss_giou: 0.2845 loss_ce_0: 0.4022 loss_bbox_0: 0.2344 loss_giou_0: 0.4186 loss_ce_1: 0.2923 loss_bbox_1: 0.1615 loss_giou_1: 0.3119 loss_ce_2: 0.2286 loss_bbox_2: 0.1478 loss_giou_2: 0.2941 loss_ce_3: 0.1993 loss_bbox_3: 0.1427 loss_giou_3: 0.2862 loss_ce_4: 0.1881 loss_bbox_4: 0.145 loss_giou_4: 0.2833 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:31] d2.utils.events INFO: eta: 1:16:41 iter: 433539 total_loss: 4.646 loss_ce: 0.2074 loss_bbox: 0.1537 loss_giou: 0.2845 loss_ce_0: 0.4181 loss_bbox_0: 0.2542 loss_giou_0: 0.4604 loss_ce_1: 0.3159 loss_bbox_1: 0.1797 loss_giou_1: 0.3221 loss_ce_2: 0.2642 loss_bbox_2: 0.1606 loss_giou_2: 0.2949 loss_ce_3: 0.2305 loss_bbox_3: 0.1563 loss_giou_3: 0.2882 loss_ce_4: 0.2115 loss_bbox_4: 0.1547 loss_giou_4: 0.2863 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:36] d2.utils.events INFO: eta: 1:16:38 iter: 433559 total_loss: 4.757 loss_ce: 0.2027 loss_bbox: 0.1544 loss_giou: 0.301 loss_ce_0: 0.4175 loss_bbox_0: 0.2699 loss_giou_0: 0.4786 loss_ce_1: 0.3044 loss_bbox_1: 0.179 loss_giou_1: 0.352 loss_ce_2: 0.2413 loss_bbox_2: 0.1678 loss_giou_2: 0.323 loss_ce_3: 0.2223 loss_bbox_3: 0.1639 loss_giou_3: 0.317 loss_ce_4: 0.203 loss_bbox_4: 0.1579 loss_giou_4: 0.3101 time: 0.2800 data_time: 0.0196 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:42] d2.utils.events INFO: eta: 1:16:34 iter: 433579 total_loss: 4.792 loss_ce: 0.2171 loss_bbox: 0.1655 loss_giou: 0.292 loss_ce_0: 0.42 loss_bbox_0: 0.2745 loss_giou_0: 0.4302 loss_ce_1: 0.3034 loss_bbox_1: 0.1977 loss_giou_1: 0.3403 loss_ce_2: 0.2624 loss_bbox_2: 0.1815 loss_giou_2: 0.3109 loss_ce_3: 0.2199 loss_bbox_3: 0.1723 loss_giou_3: 0.3028 loss_ce_4: 0.2192 loss_bbox_4: 0.1693 loss_giou_4: 0.2956 time: 0.2800 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:48] d2.utils.events INFO: eta: 1:16:27 iter: 433599 total_loss: 4.787 loss_ce: 0.2191 loss_bbox: 0.1537 loss_giou: 0.2745 loss_ce_0: 0.4311 loss_bbox_0: 0.2592 loss_giou_0: 0.4377 loss_ce_1: 0.3276 loss_bbox_1: 0.1785 loss_giou_1: 0.3209 loss_ce_2: 0.27 loss_bbox_2: 0.1633 loss_giou_2: 0.2949 loss_ce_3: 0.2378 loss_bbox_3: 0.1602 loss_giou_3: 0.2905 loss_ce_4: 0.2269 loss_bbox_4: 0.156 loss_giou_4: 0.2825 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:53] d2.utils.events INFO: eta: 1:16:18 iter: 433619 total_loss: 4.534 loss_ce: 0.1877 loss_bbox: 0.1447 loss_giou: 0.2694 loss_ce_0: 0.4344 loss_bbox_0: 0.2535 loss_giou_0: 0.4493 loss_ce_1: 0.318 loss_bbox_1: 0.1648 loss_giou_1: 0.3204 loss_ce_2: 0.251 loss_bbox_2: 0.1508 loss_giou_2: 0.2872 loss_ce_3: 0.2134 loss_bbox_3: 0.1463 loss_giou_3: 0.2787 loss_ce_4: 0.1928 loss_bbox_4: 0.145 loss_giou_4: 0.2745 time: 0.2800 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:38:59] d2.utils.events INFO: eta: 1:16:09 iter: 433639 total_loss: 4.745 loss_ce: 0.2098 loss_bbox: 0.1573 loss_giou: 0.3023 loss_ce_0: 0.417 loss_bbox_0: 0.2703 loss_giou_0: 0.495 loss_ce_1: 0.3116 loss_bbox_1: 0.189 loss_giou_1: 0.3517 loss_ce_2: 0.2596 loss_bbox_2: 0.1631 loss_giou_2: 0.3207 loss_ce_3: 0.2233 loss_bbox_3: 0.1666 loss_giou_3: 0.3171 loss_ce_4: 0.2118 loss_bbox_4: 0.1592 loss_giou_4: 0.3062 time: 0.2800 data_time: 0.0209 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:04] d2.utils.events INFO: eta: 1:16:03 iter: 433659 total_loss: 4.696 loss_ce: 0.1907 loss_bbox: 0.1524 loss_giou: 0.2984 loss_ce_0: 0.4032 loss_bbox_0: 0.2632 loss_giou_0: 0.4546 loss_ce_1: 0.3058 loss_bbox_1: 0.1805 loss_giou_1: 0.3435 loss_ce_2: 0.2395 loss_bbox_2: 0.1648 loss_giou_2: 0.3199 loss_ce_3: 0.2089 loss_bbox_3: 0.1582 loss_giou_3: 0.3031 loss_ce_4: 0.1964 loss_bbox_4: 0.1537 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:10] d2.utils.events INFO: eta: 1:15:58 iter: 433679 total_loss: 4.692 loss_ce: 0.2056 loss_bbox: 0.1516 loss_giou: 0.2863 loss_ce_0: 0.4127 loss_bbox_0: 0.2551 loss_giou_0: 0.4513 loss_ce_1: 0.3014 loss_bbox_1: 0.1811 loss_giou_1: 0.3299 loss_ce_2: 0.2387 loss_bbox_2: 0.1635 loss_giou_2: 0.3019 loss_ce_3: 0.2182 loss_bbox_3: 0.1588 loss_giou_3: 0.2972 loss_ce_4: 0.2133 loss_bbox_4: 0.1559 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0199 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:16] d2.utils.events INFO: eta: 1:15:52 iter: 433699 total_loss: 4.609 loss_ce: 0.1864 loss_bbox: 0.1423 loss_giou: 0.2878 loss_ce_0: 0.4267 loss_bbox_0: 0.2456 loss_giou_0: 0.4479 loss_ce_1: 0.3075 loss_bbox_1: 0.1701 loss_giou_1: 0.33 loss_ce_2: 0.2461 loss_bbox_2: 0.1569 loss_giou_2: 0.3027 loss_ce_3: 0.2048 loss_bbox_3: 0.1485 loss_giou_3: 0.2926 loss_ce_4: 0.1898 loss_bbox_4: 0.146 loss_giou_4: 0.2963 time: 0.2800 data_time: 0.0210 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:22] d2.utils.events INFO: eta: 1:15:47 iter: 433719 total_loss: 4.524 loss_ce: 0.1867 loss_bbox: 0.1555 loss_giou: 0.2949 loss_ce_0: 0.4147 loss_bbox_0: 0.2549 loss_giou_0: 0.4457 loss_ce_1: 0.3023 loss_bbox_1: 0.179 loss_giou_1: 0.3367 loss_ce_2: 0.25 loss_bbox_2: 0.1697 loss_giou_2: 0.3121 loss_ce_3: 0.2116 loss_bbox_3: 0.1612 loss_giou_3: 0.3061 loss_ce_4: 0.1921 loss_bbox_4: 0.1541 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:27] d2.utils.events INFO: eta: 1:15:42 iter: 433739 total_loss: 4.523 loss_ce: 0.1919 loss_bbox: 0.148 loss_giou: 0.276 loss_ce_0: 0.4012 loss_bbox_0: 0.2468 loss_giou_0: 0.4409 loss_ce_1: 0.3006 loss_bbox_1: 0.1668 loss_giou_1: 0.3196 loss_ce_2: 0.2423 loss_bbox_2: 0.1528 loss_giou_2: 0.3049 loss_ce_3: 0.2139 loss_bbox_3: 0.1504 loss_giou_3: 0.2892 loss_ce_4: 0.1941 loss_bbox_4: 0.1472 loss_giou_4: 0.2851 time: 0.2800 data_time: 0.0197 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:33] d2.utils.events INFO: eta: 1:15:38 iter: 433759 total_loss: 4.47 loss_ce: 0.1841 loss_bbox: 0.1446 loss_giou: 0.2803 loss_ce_0: 0.4057 loss_bbox_0: 0.2504 loss_giou_0: 0.4262 loss_ce_1: 0.294 loss_bbox_1: 0.18 loss_giou_1: 0.32 loss_ce_2: 0.2338 loss_bbox_2: 0.1643 loss_giou_2: 0.303 loss_ce_3: 0.1999 loss_bbox_3: 0.1592 loss_giou_3: 0.2975 loss_ce_4: 0.1912 loss_bbox_4: 0.1464 loss_giou_4: 0.2829 time: 0.2800 data_time: 0.0304 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:39] d2.utils.events INFO: eta: 1:15:36 iter: 433779 total_loss: 4.785 loss_ce: 0.2045 loss_bbox: 0.154 loss_giou: 0.3233 loss_ce_0: 0.4238 loss_bbox_0: 0.255 loss_giou_0: 0.5051 loss_ce_1: 0.3039 loss_bbox_1: 0.182 loss_giou_1: 0.372 loss_ce_2: 0.2506 loss_bbox_2: 0.1617 loss_giou_2: 0.3424 loss_ce_3: 0.2211 loss_bbox_3: 0.1547 loss_giou_3: 0.3366 loss_ce_4: 0.2083 loss_bbox_4: 0.154 loss_giou_4: 0.3271 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:44] d2.utils.events INFO: eta: 1:15:31 iter: 433799 total_loss: 4.912 loss_ce: 0.2198 loss_bbox: 0.1503 loss_giou: 0.3122 loss_ce_0: 0.4301 loss_bbox_0: 0.2672 loss_giou_0: 0.4686 loss_ce_1: 0.3175 loss_bbox_1: 0.1802 loss_giou_1: 0.3571 loss_ce_2: 0.2647 loss_bbox_2: 0.1641 loss_giou_2: 0.3315 loss_ce_3: 0.2388 loss_bbox_3: 0.1563 loss_giou_3: 0.3272 loss_ce_4: 0.2232 loss_bbox_4: 0.1528 loss_giou_4: 0.3175 time: 0.2800 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:50] d2.utils.events INFO: eta: 1:15:28 iter: 433819 total_loss: 4.623 loss_ce: 0.1907 loss_bbox: 0.1638 loss_giou: 0.2761 loss_ce_0: 0.4202 loss_bbox_0: 0.2704 loss_giou_0: 0.4457 loss_ce_1: 0.3074 loss_bbox_1: 0.1826 loss_giou_1: 0.3284 loss_ce_2: 0.2375 loss_bbox_2: 0.1716 loss_giou_2: 0.3038 loss_ce_3: 0.2058 loss_bbox_3: 0.171 loss_giou_3: 0.2866 loss_ce_4: 0.1879 loss_bbox_4: 0.1666 loss_giou_4: 0.2838 time: 0.2800 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 00:39:55] d2.utils.events INFO: eta: 1:15:22 iter: 433839 total_loss: 4.797 loss_ce: 0.2131 loss_bbox: 0.1611 loss_giou: 0.2981 loss_ce_0: 0.4216 loss_bbox_0: 0.2714 loss_giou_0: 0.4665 loss_ce_1: 0.3013 loss_bbox_1: 0.195 loss_giou_1: 0.3473 loss_ce_2: 0.2505 loss_bbox_2: 0.1742 loss_giou_2: 0.3161 loss_ce_3: 0.2159 loss_bbox_3: 0.1711 loss_giou_3: 0.3131 loss_ce_4: 0.2157 loss_bbox_4: 0.1659 loss_giou_4: 0.3068 time: 0.2800 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:01] d2.utils.events INFO: eta: 1:15:16 iter: 433859 total_loss: 4.734 loss_ce: 0.1938 loss_bbox: 0.1508 loss_giou: 0.2821 loss_ce_0: 0.4209 loss_bbox_0: 0.2594 loss_giou_0: 0.4493 loss_ce_1: 0.3024 loss_bbox_1: 0.1821 loss_giou_1: 0.3306 loss_ce_2: 0.245 loss_bbox_2: 0.1637 loss_giou_2: 0.3099 loss_ce_3: 0.2157 loss_bbox_3: 0.1582 loss_giou_3: 0.2984 loss_ce_4: 0.1972 loss_bbox_4: 0.1543 loss_giou_4: 0.2881 time: 0.2800 data_time: 0.0327 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:07] d2.utils.events INFO: eta: 1:15:11 iter: 433879 total_loss: 4.763 loss_ce: 0.1989 loss_bbox: 0.1605 loss_giou: 0.3063 loss_ce_0: 0.4216 loss_bbox_0: 0.2674 loss_giou_0: 0.4561 loss_ce_1: 0.3136 loss_bbox_1: 0.1908 loss_giou_1: 0.3438 loss_ce_2: 0.2476 loss_bbox_2: 0.1773 loss_giou_2: 0.3197 loss_ce_3: 0.2154 loss_bbox_3: 0.1694 loss_giou_3: 0.3145 loss_ce_4: 0.1994 loss_bbox_4: 0.1634 loss_giou_4: 0.3119 time: 0.2800 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:12] d2.utils.events INFO: eta: 1:15:06 iter: 433899 total_loss: 4.45 loss_ce: 0.1829 loss_bbox: 0.1364 loss_giou: 0.2917 loss_ce_0: 0.4242 loss_bbox_0: 0.2449 loss_giou_0: 0.4821 loss_ce_1: 0.3068 loss_bbox_1: 0.1637 loss_giou_1: 0.3429 loss_ce_2: 0.2401 loss_bbox_2: 0.1492 loss_giou_2: 0.3151 loss_ce_3: 0.1977 loss_bbox_3: 0.1424 loss_giou_3: 0.3074 loss_ce_4: 0.1842 loss_bbox_4: 0.139 loss_giou_4: 0.2971 time: 0.2800 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:18] d2.utils.events INFO: eta: 1:15:01 iter: 433919 total_loss: 4.699 loss_ce: 0.2034 loss_bbox: 0.1531 loss_giou: 0.2964 loss_ce_0: 0.4198 loss_bbox_0: 0.2675 loss_giou_0: 0.4753 loss_ce_1: 0.3126 loss_bbox_1: 0.1866 loss_giou_1: 0.3457 loss_ce_2: 0.2524 loss_bbox_2: 0.1633 loss_giou_2: 0.3167 loss_ce_3: 0.2225 loss_bbox_3: 0.1578 loss_giou_3: 0.3017 loss_ce_4: 0.2095 loss_bbox_4: 0.1553 loss_giou_4: 0.2993 time: 0.2800 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:24] d2.utils.events INFO: eta: 1:14:54 iter: 433939 total_loss: 4.979 loss_ce: 0.2176 loss_bbox: 0.1575 loss_giou: 0.3223 loss_ce_0: 0.44 loss_bbox_0: 0.2722 loss_giou_0: 0.4791 loss_ce_1: 0.3279 loss_bbox_1: 0.1893 loss_giou_1: 0.3541 loss_ce_2: 0.2633 loss_bbox_2: 0.1684 loss_giou_2: 0.332 loss_ce_3: 0.2347 loss_bbox_3: 0.1631 loss_giou_3: 0.3239 loss_ce_4: 0.2214 loss_bbox_4: 0.1623 loss_giou_4: 0.331 time: 0.2800 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:30] d2.utils.events INFO: eta: 1:14:47 iter: 433959 total_loss: 4.405 loss_ce: 0.1835 loss_bbox: 0.1421 loss_giou: 0.2865 loss_ce_0: 0.404 loss_bbox_0: 0.2417 loss_giou_0: 0.4525 loss_ce_1: 0.291 loss_bbox_1: 0.1672 loss_giou_1: 0.335 loss_ce_2: 0.243 loss_bbox_2: 0.1527 loss_giou_2: 0.3079 loss_ce_3: 0.2092 loss_bbox_3: 0.1468 loss_giou_3: 0.2938 loss_ce_4: 0.1907 loss_bbox_4: 0.1433 loss_giou_4: 0.2951 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:35] d2.utils.events INFO: eta: 1:14:41 iter: 433979 total_loss: 4.805 loss_ce: 0.2172 loss_bbox: 0.1601 loss_giou: 0.3094 loss_ce_0: 0.4198 loss_bbox_0: 0.2622 loss_giou_0: 0.466 loss_ce_1: 0.3028 loss_bbox_1: 0.1876 loss_giou_1: 0.3519 loss_ce_2: 0.2634 loss_bbox_2: 0.1772 loss_giou_2: 0.3291 loss_ce_3: 0.2185 loss_bbox_3: 0.1656 loss_giou_3: 0.3174 loss_ce_4: 0.2046 loss_bbox_4: 0.1635 loss_giou_4: 0.3151 time: 0.2800 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:41] d2.utils.events INFO: eta: 1:14:36 iter: 433999 total_loss: 4.486 loss_ce: 0.1815 loss_bbox: 0.1499 loss_giou: 0.2715 loss_ce_0: 0.4082 loss_bbox_0: 0.2504 loss_giou_0: 0.4327 loss_ce_1: 0.3004 loss_bbox_1: 0.1805 loss_giou_1: 0.319 loss_ce_2: 0.2366 loss_bbox_2: 0.1625 loss_giou_2: 0.2884 loss_ce_3: 0.2037 loss_bbox_3: 0.1575 loss_giou_3: 0.2795 loss_ce_4: 0.1862 loss_bbox_4: 0.1496 loss_giou_4: 0.2729 time: 0.2800 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:47] d2.utils.events INFO: eta: 1:14:32 iter: 434019 total_loss: 4.742 loss_ce: 0.2119 loss_bbox: 0.1553 loss_giou: 0.2839 loss_ce_0: 0.4307 loss_bbox_0: 0.2586 loss_giou_0: 0.4621 loss_ce_1: 0.3259 loss_bbox_1: 0.1764 loss_giou_1: 0.34 loss_ce_2: 0.2602 loss_bbox_2: 0.1662 loss_giou_2: 0.3101 loss_ce_3: 0.2286 loss_bbox_3: 0.1586 loss_giou_3: 0.2995 loss_ce_4: 0.218 loss_bbox_4: 0.1532 loss_giou_4: 0.2855 time: 0.2800 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:52] d2.utils.events INFO: eta: 1:14:26 iter: 434039 total_loss: 4.746 loss_ce: 0.1963 loss_bbox: 0.169 loss_giou: 0.2985 loss_ce_0: 0.4396 loss_bbox_0: 0.2752 loss_giou_0: 0.4637 loss_ce_1: 0.3135 loss_bbox_1: 0.2004 loss_giou_1: 0.3396 loss_ce_2: 0.252 loss_bbox_2: 0.1798 loss_giou_2: 0.3118 loss_ce_3: 0.224 loss_bbox_3: 0.1743 loss_giou_3: 0.3089 loss_ce_4: 0.205 loss_bbox_4: 0.1707 loss_giou_4: 0.3019 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 00:40:58] d2.utils.events INFO: eta: 1:14:20 iter: 434059 total_loss: 4.667 loss_ce: 0.2051 loss_bbox: 0.1461 loss_giou: 0.3039 loss_ce_0: 0.4185 loss_bbox_0: 0.2494 loss_giou_0: 0.4601 loss_ce_1: 0.3126 loss_bbox_1: 0.1725 loss_giou_1: 0.3458 loss_ce_2: 0.2571 loss_bbox_2: 0.1596 loss_giou_2: 0.3208 loss_ce_3: 0.2179 loss_bbox_3: 0.1515 loss_giou_3: 0.3095 loss_ce_4: 0.2067 loss_bbox_4: 0.1478 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0319 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:03] d2.utils.events INFO: eta: 1:14:15 iter: 434079 total_loss: 4.953 loss_ce: 0.2043 loss_bbox: 0.1626 loss_giou: 0.3097 loss_ce_0: 0.4374 loss_bbox_0: 0.2731 loss_giou_0: 0.4857 loss_ce_1: 0.3261 loss_bbox_1: 0.1901 loss_giou_1: 0.3552 loss_ce_2: 0.2646 loss_bbox_2: 0.1726 loss_giou_2: 0.3257 loss_ce_3: 0.2263 loss_bbox_3: 0.1642 loss_giou_3: 0.3222 loss_ce_4: 0.2111 loss_bbox_4: 0.1587 loss_giou_4: 0.3142 time: 0.2800 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:09] d2.utils.events INFO: eta: 1:14:09 iter: 434099 total_loss: 4.673 loss_ce: 0.1976 loss_bbox: 0.1444 loss_giou: 0.2967 loss_ce_0: 0.4223 loss_bbox_0: 0.2552 loss_giou_0: 0.4399 loss_ce_1: 0.3048 loss_bbox_1: 0.1758 loss_giou_1: 0.3291 loss_ce_2: 0.2386 loss_bbox_2: 0.1581 loss_giou_2: 0.3152 loss_ce_3: 0.2146 loss_bbox_3: 0.1488 loss_giou_3: 0.3086 loss_ce_4: 0.206 loss_bbox_4: 0.1459 loss_giou_4: 0.3036 time: 0.2800 data_time: 0.0333 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:15] d2.utils.events INFO: eta: 1:14:05 iter: 434119 total_loss: 4.789 loss_ce: 0.2136 loss_bbox: 0.1569 loss_giou: 0.3085 loss_ce_0: 0.4334 loss_bbox_0: 0.2612 loss_giou_0: 0.4849 loss_ce_1: 0.3174 loss_bbox_1: 0.1845 loss_giou_1: 0.3579 loss_ce_2: 0.2544 loss_bbox_2: 0.1726 loss_giou_2: 0.3302 loss_ce_3: 0.2269 loss_bbox_3: 0.1618 loss_giou_3: 0.3165 loss_ce_4: 0.2127 loss_bbox_4: 0.1572 loss_giou_4: 0.3125 time: 0.2800 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:21] d2.utils.events INFO: eta: 1:13:59 iter: 434139 total_loss: 4.83 loss_ce: 0.2189 loss_bbox: 0.1446 loss_giou: 0.3103 loss_ce_0: 0.4355 loss_bbox_0: 0.2699 loss_giou_0: 0.4912 loss_ce_1: 0.3394 loss_bbox_1: 0.1717 loss_giou_1: 0.3638 loss_ce_2: 0.2712 loss_bbox_2: 0.1557 loss_giou_2: 0.3253 loss_ce_3: 0.2339 loss_bbox_3: 0.1475 loss_giou_3: 0.3212 loss_ce_4: 0.2178 loss_bbox_4: 0.1458 loss_giou_4: 0.315 time: 0.2800 data_time: 0.0328 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:26] d2.utils.events INFO: eta: 1:13:53 iter: 434159 total_loss: 4.451 loss_ce: 0.1787 loss_bbox: 0.1444 loss_giou: 0.2924 loss_ce_0: 0.4078 loss_bbox_0: 0.2429 loss_giou_0: 0.4658 loss_ce_1: 0.2851 loss_bbox_1: 0.1703 loss_giou_1: 0.3384 loss_ce_2: 0.241 loss_bbox_2: 0.1535 loss_giou_2: 0.3123 loss_ce_3: 0.2066 loss_bbox_3: 0.1474 loss_giou_3: 0.3059 loss_ce_4: 0.19 loss_bbox_4: 0.147 loss_giou_4: 0.3008 time: 0.2800 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:32] d2.utils.events INFO: eta: 1:13:48 iter: 434179 total_loss: 4.646 loss_ce: 0.2079 loss_bbox: 0.1472 loss_giou: 0.3019 loss_ce_0: 0.4217 loss_bbox_0: 0.2569 loss_giou_0: 0.4631 loss_ce_1: 0.313 loss_bbox_1: 0.1735 loss_giou_1: 0.3485 loss_ce_2: 0.2436 loss_bbox_2: 0.1557 loss_giou_2: 0.3181 loss_ce_3: 0.2187 loss_bbox_3: 0.151 loss_giou_3: 0.3059 loss_ce_4: 0.2073 loss_bbox_4: 0.1474 loss_giou_4: 0.3081 time: 0.2800 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:38] d2.utils.events INFO: eta: 1:13:40 iter: 434199 total_loss: 4.662 loss_ce: 0.2022 loss_bbox: 0.1554 loss_giou: 0.2867 loss_ce_0: 0.4302 loss_bbox_0: 0.2677 loss_giou_0: 0.4477 loss_ce_1: 0.309 loss_bbox_1: 0.1856 loss_giou_1: 0.325 loss_ce_2: 0.2565 loss_bbox_2: 0.169 loss_giou_2: 0.3022 loss_ce_3: 0.2108 loss_bbox_3: 0.1624 loss_giou_3: 0.2943 loss_ce_4: 0.2084 loss_bbox_4: 0.1566 loss_giou_4: 0.2919 time: 0.2800 data_time: 0.0321 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:43] d2.utils.events INFO: eta: 1:13:35 iter: 434219 total_loss: 4.629 loss_ce: 0.1901 loss_bbox: 0.1501 loss_giou: 0.2834 loss_ce_0: 0.4267 loss_bbox_0: 0.2583 loss_giou_0: 0.4584 loss_ce_1: 0.3115 loss_bbox_1: 0.1779 loss_giou_1: 0.3291 loss_ce_2: 0.2519 loss_bbox_2: 0.166 loss_giou_2: 0.3116 loss_ce_3: 0.2122 loss_bbox_3: 0.1607 loss_giou_3: 0.2999 loss_ce_4: 0.1946 loss_bbox_4: 0.1557 loss_giou_4: 0.2912 time: 0.2800 data_time: 0.0324 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:49] d2.utils.events INFO: eta: 1:13:31 iter: 434239 total_loss: 4.517 loss_ce: 0.188 loss_bbox: 0.136 loss_giou: 0.2884 loss_ce_0: 0.4213 loss_bbox_0: 0.2419 loss_giou_0: 0.4598 loss_ce_1: 0.293 loss_bbox_1: 0.1637 loss_giou_1: 0.3359 loss_ce_2: 0.2391 loss_bbox_2: 0.1488 loss_giou_2: 0.3045 loss_ce_3: 0.1976 loss_bbox_3: 0.14 loss_giou_3: 0.2954 loss_ce_4: 0.1898 loss_bbox_4: 0.1384 loss_giou_4: 0.292 time: 0.2800 data_time: 0.0320 lr: 2.5e-07 max_mem: 5427M [11/04 00:41:54] d2.utils.events INFO: eta: 1:13:24 iter: 434259 total_loss: 4.797 loss_ce: 0.1987 loss_bbox: 0.1444 loss_giou: 0.2927 loss_ce_0: 0.4179 loss_bbox_0: 0.2494 loss_giou_0: 0.4863 loss_ce_1: 0.2969 loss_bbox_1: 0.1729 loss_giou_1: 0.3435 loss_ce_2: 0.2454 loss_bbox_2: 0.1542 loss_giou_2: 0.3096 loss_ce_3: 0.216 loss_bbox_3: 0.1487 loss_giou_3: 0.3029 loss_ce_4: 0.2022 loss_bbox_4: 0.1497 loss_giou_4: 0.2959 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:00] d2.utils.events INFO: eta: 1:13:19 iter: 434279 total_loss: 4.542 loss_ce: 0.2022 loss_bbox: 0.1479 loss_giou: 0.2833 loss_ce_0: 0.4038 loss_bbox_0: 0.262 loss_giou_0: 0.4486 loss_ce_1: 0.2982 loss_bbox_1: 0.1796 loss_giou_1: 0.3277 loss_ce_2: 0.2439 loss_bbox_2: 0.1618 loss_giou_2: 0.3022 loss_ce_3: 0.2204 loss_bbox_3: 0.1571 loss_giou_3: 0.2937 loss_ce_4: 0.2063 loss_bbox_4: 0.1509 loss_giou_4: 0.2894 time: 0.2800 data_time: 0.0325 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:06] d2.utils.events INFO: eta: 1:13:14 iter: 434299 total_loss: 4.807 loss_ce: 0.2048 loss_bbox: 0.1573 loss_giou: 0.2989 loss_ce_0: 0.42 loss_bbox_0: 0.2486 loss_giou_0: 0.4845 loss_ce_1: 0.3097 loss_bbox_1: 0.1833 loss_giou_1: 0.3507 loss_ce_2: 0.2502 loss_bbox_2: 0.1681 loss_giou_2: 0.3129 loss_ce_3: 0.2162 loss_bbox_3: 0.1655 loss_giou_3: 0.3074 loss_ce_4: 0.21 loss_bbox_4: 0.1597 loss_giou_4: 0.3004 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:12] d2.utils.events INFO: eta: 1:13:08 iter: 434319 total_loss: 5.062 loss_ce: 0.2117 loss_bbox: 0.1634 loss_giou: 0.3334 loss_ce_0: 0.445 loss_bbox_0: 0.2723 loss_giou_0: 0.5129 loss_ce_1: 0.319 loss_bbox_1: 0.1898 loss_giou_1: 0.3843 loss_ce_2: 0.2701 loss_bbox_2: 0.1722 loss_giou_2: 0.3553 loss_ce_3: 0.2433 loss_bbox_3: 0.1681 loss_giou_3: 0.3468 loss_ce_4: 0.2211 loss_bbox_4: 0.1638 loss_giou_4: 0.3336 time: 0.2800 data_time: 0.0315 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:17] d2.utils.events INFO: eta: 1:13:03 iter: 434339 total_loss: 4.663 loss_ce: 0.1906 loss_bbox: 0.1405 loss_giou: 0.2919 loss_ce_0: 0.4021 loss_bbox_0: 0.2537 loss_giou_0: 0.4587 loss_ce_1: 0.2995 loss_bbox_1: 0.1691 loss_giou_1: 0.3353 loss_ce_2: 0.243 loss_bbox_2: 0.1558 loss_giou_2: 0.308 loss_ce_3: 0.2085 loss_bbox_3: 0.1547 loss_giou_3: 0.2951 loss_ce_4: 0.1993 loss_bbox_4: 0.1483 loss_giou_4: 0.2928 time: 0.2800 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:23] d2.utils.events INFO: eta: 1:12:57 iter: 434359 total_loss: 4.843 loss_ce: 0.2065 loss_bbox: 0.1531 loss_giou: 0.3042 loss_ce_0: 0.4273 loss_bbox_0: 0.2627 loss_giou_0: 0.4735 loss_ce_1: 0.3207 loss_bbox_1: 0.1902 loss_giou_1: 0.3505 loss_ce_2: 0.2495 loss_bbox_2: 0.1658 loss_giou_2: 0.3242 loss_ce_3: 0.2253 loss_bbox_3: 0.157 loss_giou_3: 0.3163 loss_ce_4: 0.2136 loss_bbox_4: 0.156 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:29] d2.utils.events INFO: eta: 1:12:52 iter: 434379 total_loss: 4.858 loss_ce: 0.2021 loss_bbox: 0.1537 loss_giou: 0.3035 loss_ce_0: 0.4329 loss_bbox_0: 0.2553 loss_giou_0: 0.4834 loss_ce_1: 0.3185 loss_bbox_1: 0.1855 loss_giou_1: 0.3509 loss_ce_2: 0.2596 loss_bbox_2: 0.1665 loss_giou_2: 0.3251 loss_ce_3: 0.2235 loss_bbox_3: 0.1605 loss_giou_3: 0.3142 loss_ce_4: 0.2079 loss_bbox_4: 0.1578 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:34] d2.utils.events INFO: eta: 1:12:47 iter: 434399 total_loss: 4.491 loss_ce: 0.1821 loss_bbox: 0.1511 loss_giou: 0.2749 loss_ce_0: 0.4087 loss_bbox_0: 0.2529 loss_giou_0: 0.4219 loss_ce_1: 0.2905 loss_bbox_1: 0.1758 loss_giou_1: 0.3149 loss_ce_2: 0.2331 loss_bbox_2: 0.1657 loss_giou_2: 0.2962 loss_ce_3: 0.1975 loss_bbox_3: 0.1593 loss_giou_3: 0.2865 loss_ce_4: 0.1853 loss_bbox_4: 0.1535 loss_giou_4: 0.2837 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:40] d2.utils.events INFO: eta: 1:12:42 iter: 434419 total_loss: 4.755 loss_ce: 0.2144 loss_bbox: 0.1531 loss_giou: 0.2989 loss_ce_0: 0.4287 loss_bbox_0: 0.2633 loss_giou_0: 0.482 loss_ce_1: 0.3186 loss_bbox_1: 0.1861 loss_giou_1: 0.3508 loss_ce_2: 0.2571 loss_bbox_2: 0.1663 loss_giou_2: 0.3168 loss_ce_3: 0.2291 loss_bbox_3: 0.1637 loss_giou_3: 0.308 loss_ce_4: 0.2126 loss_bbox_4: 0.1587 loss_giou_4: 0.3071 time: 0.2800 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:46] d2.utils.events INFO: eta: 1:12:37 iter: 434439 total_loss: 4.979 loss_ce: 0.2084 loss_bbox: 0.1669 loss_giou: 0.3097 loss_ce_0: 0.4334 loss_bbox_0: 0.2607 loss_giou_0: 0.4651 loss_ce_1: 0.3141 loss_bbox_1: 0.1972 loss_giou_1: 0.3501 loss_ce_2: 0.26 loss_bbox_2: 0.1769 loss_giou_2: 0.3297 loss_ce_3: 0.2193 loss_bbox_3: 0.1722 loss_giou_3: 0.3206 loss_ce_4: 0.212 loss_bbox_4: 0.167 loss_giou_4: 0.312 time: 0.2800 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:51] d2.utils.events INFO: eta: 1:12:31 iter: 434459 total_loss: 4.8 loss_ce: 0.19 loss_bbox: 0.1627 loss_giou: 0.31 loss_ce_0: 0.4185 loss_bbox_0: 0.2642 loss_giou_0: 0.4866 loss_ce_1: 0.2952 loss_bbox_1: 0.1952 loss_giou_1: 0.3675 loss_ce_2: 0.2399 loss_bbox_2: 0.1771 loss_giou_2: 0.3361 loss_ce_3: 0.2054 loss_bbox_3: 0.1737 loss_giou_3: 0.3271 loss_ce_4: 0.1896 loss_bbox_4: 0.169 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 00:42:57] d2.utils.events INFO: eta: 1:12:26 iter: 434479 total_loss: 4.641 loss_ce: 0.1891 loss_bbox: 0.144 loss_giou: 0.2978 loss_ce_0: 0.4109 loss_bbox_0: 0.2501 loss_giou_0: 0.461 loss_ce_1: 0.2985 loss_bbox_1: 0.1703 loss_giou_1: 0.3408 loss_ce_2: 0.2435 loss_bbox_2: 0.1529 loss_giou_2: 0.3136 loss_ce_3: 0.2088 loss_bbox_3: 0.1528 loss_giou_3: 0.3076 loss_ce_4: 0.1974 loss_bbox_4: 0.1442 loss_giou_4: 0.3028 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:03] d2.utils.events INFO: eta: 1:12:20 iter: 434499 total_loss: 4.7 loss_ce: 0.1919 loss_bbox: 0.1396 loss_giou: 0.2884 loss_ce_0: 0.4124 loss_bbox_0: 0.2559 loss_giou_0: 0.4518 loss_ce_1: 0.2978 loss_bbox_1: 0.1713 loss_giou_1: 0.3352 loss_ce_2: 0.2321 loss_bbox_2: 0.1542 loss_giou_2: 0.2993 loss_ce_3: 0.2006 loss_bbox_3: 0.1434 loss_giou_3: 0.2976 loss_ce_4: 0.1918 loss_bbox_4: 0.1428 loss_giou_4: 0.291 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:08] d2.utils.events INFO: eta: 1:12:14 iter: 434519 total_loss: 4.49 loss_ce: 0.2015 loss_bbox: 0.1502 loss_giou: 0.2712 loss_ce_0: 0.4045 loss_bbox_0: 0.2546 loss_giou_0: 0.426 loss_ce_1: 0.3147 loss_bbox_1: 0.1802 loss_giou_1: 0.3135 loss_ce_2: 0.2577 loss_bbox_2: 0.1598 loss_giou_2: 0.2882 loss_ce_3: 0.2239 loss_bbox_3: 0.1567 loss_giou_3: 0.2812 loss_ce_4: 0.2064 loss_bbox_4: 0.1512 loss_giou_4: 0.2745 time: 0.2800 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:14] d2.utils.events INFO: eta: 1:12:06 iter: 434539 total_loss: 4.63 loss_ce: 0.2009 loss_bbox: 0.1657 loss_giou: 0.2837 loss_ce_0: 0.4235 loss_bbox_0: 0.2667 loss_giou_0: 0.4554 loss_ce_1: 0.2991 loss_bbox_1: 0.1919 loss_giou_1: 0.3324 loss_ce_2: 0.2447 loss_bbox_2: 0.1728 loss_giou_2: 0.3118 loss_ce_3: 0.2064 loss_bbox_3: 0.1707 loss_giou_3: 0.299 loss_ce_4: 0.2006 loss_bbox_4: 0.1685 loss_giou_4: 0.2915 time: 0.2800 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:20] d2.utils.events INFO: eta: 1:12:00 iter: 434559 total_loss: 4.882 loss_ce: 0.2098 loss_bbox: 0.1476 loss_giou: 0.3044 loss_ce_0: 0.4369 loss_bbox_0: 0.2458 loss_giou_0: 0.473 loss_ce_1: 0.3298 loss_bbox_1: 0.1683 loss_giou_1: 0.3591 loss_ce_2: 0.2637 loss_bbox_2: 0.1593 loss_giou_2: 0.3257 loss_ce_3: 0.2372 loss_bbox_3: 0.1541 loss_giou_3: 0.3178 loss_ce_4: 0.2211 loss_bbox_4: 0.1507 loss_giou_4: 0.3107 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:25] d2.utils.events INFO: eta: 1:11:54 iter: 434579 total_loss: 4.753 loss_ce: 0.204 loss_bbox: 0.1532 loss_giou: 0.2886 loss_ce_0: 0.4236 loss_bbox_0: 0.259 loss_giou_0: 0.4551 loss_ce_1: 0.3091 loss_bbox_1: 0.1778 loss_giou_1: 0.3374 loss_ce_2: 0.2515 loss_bbox_2: 0.1642 loss_giou_2: 0.3094 loss_ce_3: 0.2168 loss_bbox_3: 0.159 loss_giou_3: 0.3008 loss_ce_4: 0.2141 loss_bbox_4: 0.155 loss_giou_4: 0.29 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:31] d2.utils.events INFO: eta: 1:11:48 iter: 434599 total_loss: 4.455 loss_ce: 0.1747 loss_bbox: 0.1406 loss_giou: 0.306 loss_ce_0: 0.4091 loss_bbox_0: 0.235 loss_giou_0: 0.4638 loss_ce_1: 0.2862 loss_bbox_1: 0.1662 loss_giou_1: 0.3457 loss_ce_2: 0.2305 loss_bbox_2: 0.1496 loss_giou_2: 0.3183 loss_ce_3: 0.1912 loss_bbox_3: 0.1493 loss_giou_3: 0.3096 loss_ce_4: 0.1766 loss_bbox_4: 0.1454 loss_giou_4: 0.3088 time: 0.2800 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:37] d2.utils.events INFO: eta: 1:11:43 iter: 434619 total_loss: 4.783 loss_ce: 0.1924 loss_bbox: 0.16 loss_giou: 0.2994 loss_ce_0: 0.4233 loss_bbox_0: 0.2716 loss_giou_0: 0.4613 loss_ce_1: 0.3195 loss_bbox_1: 0.1922 loss_giou_1: 0.3448 loss_ce_2: 0.2445 loss_bbox_2: 0.1731 loss_giou_2: 0.3205 loss_ce_3: 0.2128 loss_bbox_3: 0.1658 loss_giou_3: 0.3123 loss_ce_4: 0.1935 loss_bbox_4: 0.1645 loss_giou_4: 0.3043 time: 0.2800 data_time: 0.0320 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:42] d2.utils.events INFO: eta: 1:11:38 iter: 434639 total_loss: 4.723 loss_ce: 0.1912 loss_bbox: 0.1629 loss_giou: 0.3006 loss_ce_0: 0.4337 loss_bbox_0: 0.2551 loss_giou_0: 0.4604 loss_ce_1: 0.3091 loss_bbox_1: 0.1861 loss_giou_1: 0.3487 loss_ce_2: 0.2476 loss_bbox_2: 0.1722 loss_giou_2: 0.3215 loss_ce_3: 0.2254 loss_bbox_3: 0.1667 loss_giou_3: 0.3126 loss_ce_4: 0.1998 loss_bbox_4: 0.1663 loss_giou_4: 0.3079 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:48] d2.utils.events INFO: eta: 1:11:34 iter: 434659 total_loss: 4.761 loss_ce: 0.207 loss_bbox: 0.1623 loss_giou: 0.2962 loss_ce_0: 0.4186 loss_bbox_0: 0.2715 loss_giou_0: 0.4498 loss_ce_1: 0.3131 loss_bbox_1: 0.1944 loss_giou_1: 0.3413 loss_ce_2: 0.2618 loss_bbox_2: 0.1741 loss_giou_2: 0.3082 loss_ce_3: 0.2274 loss_bbox_3: 0.1706 loss_giou_3: 0.3044 loss_ce_4: 0.2101 loss_bbox_4: 0.1614 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:54] d2.utils.events INFO: eta: 1:11:28 iter: 434679 total_loss: 5.207 loss_ce: 0.2247 loss_bbox: 0.1632 loss_giou: 0.329 loss_ce_0: 0.4577 loss_bbox_0: 0.2724 loss_giou_0: 0.4984 loss_ce_1: 0.3515 loss_bbox_1: 0.2019 loss_giou_1: 0.3799 loss_ce_2: 0.2853 loss_bbox_2: 0.1814 loss_giou_2: 0.3476 loss_ce_3: 0.2525 loss_bbox_3: 0.1714 loss_giou_3: 0.3359 loss_ce_4: 0.2398 loss_bbox_4: 0.1663 loss_giou_4: 0.3381 time: 0.2800 data_time: 0.0312 lr: 2.5e-07 max_mem: 5427M [11/04 00:43:59] d2.utils.events INFO: eta: 1:11:22 iter: 434699 total_loss: 4.773 loss_ce: 0.1964 loss_bbox: 0.1473 loss_giou: 0.2984 loss_ce_0: 0.4053 loss_bbox_0: 0.2576 loss_giou_0: 0.4474 loss_ce_1: 0.2916 loss_bbox_1: 0.1814 loss_giou_1: 0.3443 loss_ce_2: 0.2299 loss_bbox_2: 0.1619 loss_giou_2: 0.3173 loss_ce_3: 0.1992 loss_bbox_3: 0.1543 loss_giou_3: 0.3133 loss_ce_4: 0.1969 loss_bbox_4: 0.1536 loss_giou_4: 0.3025 time: 0.2800 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:05] d2.utils.events INFO: eta: 1:11:17 iter: 434719 total_loss: 4.653 loss_ce: 0.2018 loss_bbox: 0.1445 loss_giou: 0.2909 loss_ce_0: 0.4263 loss_bbox_0: 0.2467 loss_giou_0: 0.4512 loss_ce_1: 0.313 loss_bbox_1: 0.1746 loss_giou_1: 0.3247 loss_ce_2: 0.2546 loss_bbox_2: 0.1538 loss_giou_2: 0.3038 loss_ce_3: 0.2167 loss_bbox_3: 0.1495 loss_giou_3: 0.3073 loss_ce_4: 0.2091 loss_bbox_4: 0.1468 loss_giou_4: 0.2966 time: 0.2800 data_time: 0.0232 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:11] d2.utils.events INFO: eta: 1:11:10 iter: 434739 total_loss: 4.936 loss_ce: 0.2175 loss_bbox: 0.1576 loss_giou: 0.3228 loss_ce_0: 0.4301 loss_bbox_0: 0.2658 loss_giou_0: 0.4892 loss_ce_1: 0.3168 loss_bbox_1: 0.192 loss_giou_1: 0.3712 loss_ce_2: 0.2589 loss_bbox_2: 0.171 loss_giou_2: 0.3387 loss_ce_3: 0.2329 loss_bbox_3: 0.1636 loss_giou_3: 0.3376 loss_ce_4: 0.2203 loss_bbox_4: 0.1592 loss_giou_4: 0.3302 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:16] d2.utils.events INFO: eta: 1:11:05 iter: 434759 total_loss: 4.679 loss_ce: 0.1828 loss_bbox: 0.1503 loss_giou: 0.283 loss_ce_0: 0.4196 loss_bbox_0: 0.2682 loss_giou_0: 0.4496 loss_ce_1: 0.3219 loss_bbox_1: 0.1738 loss_giou_1: 0.3186 loss_ce_2: 0.2523 loss_bbox_2: 0.1608 loss_giou_2: 0.2982 loss_ce_3: 0.2236 loss_bbox_3: 0.1544 loss_giou_3: 0.2891 loss_ce_4: 0.1888 loss_bbox_4: 0.1486 loss_giou_4: 0.2834 time: 0.2800 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:22] d2.utils.events INFO: eta: 1:10:59 iter: 434779 total_loss: 4.59 loss_ce: 0.1894 loss_bbox: 0.1475 loss_giou: 0.2838 loss_ce_0: 0.4053 loss_bbox_0: 0.251 loss_giou_0: 0.4396 loss_ce_1: 0.305 loss_bbox_1: 0.1713 loss_giou_1: 0.3323 loss_ce_2: 0.2443 loss_bbox_2: 0.1587 loss_giou_2: 0.3094 loss_ce_3: 0.2064 loss_bbox_3: 0.1552 loss_giou_3: 0.299 loss_ce_4: 0.2003 loss_bbox_4: 0.1517 loss_giou_4: 0.2927 time: 0.2800 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:28] d2.utils.events INFO: eta: 1:10:53 iter: 434799 total_loss: 4.828 loss_ce: 0.2117 loss_bbox: 0.1552 loss_giou: 0.3288 loss_ce_0: 0.4409 loss_bbox_0: 0.2591 loss_giou_0: 0.4959 loss_ce_1: 0.3233 loss_bbox_1: 0.1862 loss_giou_1: 0.3709 loss_ce_2: 0.2653 loss_bbox_2: 0.1681 loss_giou_2: 0.3493 loss_ce_3: 0.2346 loss_bbox_3: 0.1621 loss_giou_3: 0.3413 loss_ce_4: 0.2182 loss_bbox_4: 0.1581 loss_giou_4: 0.3371 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:33] d2.utils.events INFO: eta: 1:10:47 iter: 434819 total_loss: 4.876 loss_ce: 0.2289 loss_bbox: 0.1407 loss_giou: 0.3148 loss_ce_0: 0.4144 loss_bbox_0: 0.2418 loss_giou_0: 0.4822 loss_ce_1: 0.3262 loss_bbox_1: 0.1772 loss_giou_1: 0.3671 loss_ce_2: 0.275 loss_bbox_2: 0.1615 loss_giou_2: 0.3419 loss_ce_3: 0.2388 loss_bbox_3: 0.1544 loss_giou_3: 0.3274 loss_ce_4: 0.2311 loss_bbox_4: 0.1478 loss_giou_4: 0.3228 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:39] d2.utils.events INFO: eta: 1:10:42 iter: 434839 total_loss: 4.8 loss_ce: 0.1993 loss_bbox: 0.1455 loss_giou: 0.3104 loss_ce_0: 0.4288 loss_bbox_0: 0.2501 loss_giou_0: 0.4753 loss_ce_1: 0.3145 loss_bbox_1: 0.1696 loss_giou_1: 0.3487 loss_ce_2: 0.2605 loss_bbox_2: 0.1576 loss_giou_2: 0.3327 loss_ce_3: 0.2153 loss_bbox_3: 0.1539 loss_giou_3: 0.3227 loss_ce_4: 0.2063 loss_bbox_4: 0.1502 loss_giou_4: 0.3166 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:45] d2.utils.events INFO: eta: 1:10:35 iter: 434859 total_loss: 4.785 loss_ce: 0.1922 loss_bbox: 0.1494 loss_giou: 0.3067 loss_ce_0: 0.4135 loss_bbox_0: 0.2514 loss_giou_0: 0.478 loss_ce_1: 0.3082 loss_bbox_1: 0.1731 loss_giou_1: 0.3494 loss_ce_2: 0.2575 loss_bbox_2: 0.1589 loss_giou_2: 0.3224 loss_ce_3: 0.2192 loss_bbox_3: 0.1567 loss_giou_3: 0.3118 loss_ce_4: 0.2027 loss_bbox_4: 0.1532 loss_giou_4: 0.3087 time: 0.2800 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:50] d2.utils.events INFO: eta: 1:10:28 iter: 434879 total_loss: 4.702 loss_ce: 0.2065 loss_bbox: 0.1535 loss_giou: 0.2976 loss_ce_0: 0.4314 loss_bbox_0: 0.2577 loss_giou_0: 0.4582 loss_ce_1: 0.3302 loss_bbox_1: 0.1754 loss_giou_1: 0.3294 loss_ce_2: 0.2627 loss_bbox_2: 0.1697 loss_giou_2: 0.3145 loss_ce_3: 0.2363 loss_bbox_3: 0.1563 loss_giou_3: 0.3078 loss_ce_4: 0.2055 loss_bbox_4: 0.1556 loss_giou_4: 0.3033 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 00:44:56] d2.utils.events INFO: eta: 1:10:21 iter: 434899 total_loss: 4.799 loss_ce: 0.2015 loss_bbox: 0.1534 loss_giou: 0.2943 loss_ce_0: 0.422 loss_bbox_0: 0.2574 loss_giou_0: 0.4557 loss_ce_1: 0.3048 loss_bbox_1: 0.1823 loss_giou_1: 0.3411 loss_ce_2: 0.2427 loss_bbox_2: 0.1688 loss_giou_2: 0.3187 loss_ce_3: 0.222 loss_bbox_3: 0.1623 loss_giou_3: 0.3084 loss_ce_4: 0.2024 loss_bbox_4: 0.1559 loss_giou_4: 0.2981 time: 0.2800 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:01] d2.utils.events INFO: eta: 1:10:16 iter: 434919 total_loss: 4.713 loss_ce: 0.1874 loss_bbox: 0.1607 loss_giou: 0.2921 loss_ce_0: 0.4199 loss_bbox_0: 0.2678 loss_giou_0: 0.4557 loss_ce_1: 0.3087 loss_bbox_1: 0.1895 loss_giou_1: 0.3404 loss_ce_2: 0.2376 loss_bbox_2: 0.1741 loss_giou_2: 0.3095 loss_ce_3: 0.2086 loss_bbox_3: 0.1633 loss_giou_3: 0.3004 loss_ce_4: 0.1945 loss_bbox_4: 0.1607 loss_giou_4: 0.2942 time: 0.2800 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:07] d2.utils.events INFO: eta: 1:10:11 iter: 434939 total_loss: 4.824 loss_ce: 0.2034 loss_bbox: 0.1642 loss_giou: 0.304 loss_ce_0: 0.4297 loss_bbox_0: 0.2713 loss_giou_0: 0.469 loss_ce_1: 0.3205 loss_bbox_1: 0.1857 loss_giou_1: 0.333 loss_ce_2: 0.2568 loss_bbox_2: 0.1714 loss_giou_2: 0.3209 loss_ce_3: 0.2305 loss_bbox_3: 0.1699 loss_giou_3: 0.3113 loss_ce_4: 0.2042 loss_bbox_4: 0.1645 loss_giou_4: 0.3092 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:13] d2.utils.events INFO: eta: 1:10:05 iter: 434959 total_loss: 4.603 loss_ce: 0.1995 loss_bbox: 0.1416 loss_giou: 0.2967 loss_ce_0: 0.4158 loss_bbox_0: 0.2368 loss_giou_0: 0.4621 loss_ce_1: 0.3109 loss_bbox_1: 0.1651 loss_giou_1: 0.342 loss_ce_2: 0.2522 loss_bbox_2: 0.1544 loss_giou_2: 0.3086 loss_ce_3: 0.2213 loss_bbox_3: 0.1482 loss_giou_3: 0.3072 loss_ce_4: 0.2026 loss_bbox_4: 0.1448 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:18] d2.utils.events INFO: eta: 1:09:58 iter: 434979 total_loss: 4.799 loss_ce: 0.2134 loss_bbox: 0.1531 loss_giou: 0.3074 loss_ce_0: 0.4233 loss_bbox_0: 0.2531 loss_giou_0: 0.4686 loss_ce_1: 0.3269 loss_bbox_1: 0.1774 loss_giou_1: 0.3571 loss_ce_2: 0.2492 loss_bbox_2: 0.1653 loss_giou_2: 0.3334 loss_ce_3: 0.225 loss_bbox_3: 0.1599 loss_giou_3: 0.3212 loss_ce_4: 0.2165 loss_bbox_4: 0.1544 loss_giou_4: 0.3108 time: 0.2800 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:24] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0434999.pth [11/04 00:45:26] d2.utils.events INFO: eta: 1:09:55 iter: 434999 total_loss: 4.853 loss_ce: 0.1956 loss_bbox: 0.1491 loss_giou: 0.3157 loss_ce_0: 0.4139 loss_bbox_0: 0.2615 loss_giou_0: 0.4739 loss_ce_1: 0.3103 loss_bbox_1: 0.1752 loss_giou_1: 0.3571 loss_ce_2: 0.2461 loss_bbox_2: 0.1631 loss_giou_2: 0.3302 loss_ce_3: 0.2123 loss_bbox_3: 0.1548 loss_giou_3: 0.3279 loss_ce_4: 0.201 loss_bbox_4: 0.1519 loss_giou_4: 0.3178 time: 0.2800 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:32] d2.utils.events INFO: eta: 1:09:49 iter: 435019 total_loss: 4.714 loss_ce: 0.1923 loss_bbox: 0.1562 loss_giou: 0.2927 loss_ce_0: 0.4032 loss_bbox_0: 0.2574 loss_giou_0: 0.4532 loss_ce_1: 0.2956 loss_bbox_1: 0.1884 loss_giou_1: 0.3359 loss_ce_2: 0.2428 loss_bbox_2: 0.1661 loss_giou_2: 0.313 loss_ce_3: 0.2136 loss_bbox_3: 0.1633 loss_giou_3: 0.3049 loss_ce_4: 0.1907 loss_bbox_4: 0.1613 loss_giou_4: 0.2987 time: 0.2800 data_time: 0.0210 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:37] d2.utils.events INFO: eta: 1:09:44 iter: 435039 total_loss: 4.664 loss_ce: 0.2059 loss_bbox: 0.1452 loss_giou: 0.2964 loss_ce_0: 0.4189 loss_bbox_0: 0.2661 loss_giou_0: 0.4608 loss_ce_1: 0.3096 loss_bbox_1: 0.1743 loss_giou_1: 0.334 loss_ce_2: 0.2495 loss_bbox_2: 0.1568 loss_giou_2: 0.3045 loss_ce_3: 0.2183 loss_bbox_3: 0.1499 loss_giou_3: 0.2994 loss_ce_4: 0.2081 loss_bbox_4: 0.1471 loss_giou_4: 0.2984 time: 0.2800 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:43] d2.utils.events INFO: eta: 1:09:38 iter: 435059 total_loss: 4.605 loss_ce: 0.2108 loss_bbox: 0.161 loss_giou: 0.2771 loss_ce_0: 0.4437 loss_bbox_0: 0.2746 loss_giou_0: 0.444 loss_ce_1: 0.3248 loss_bbox_1: 0.1902 loss_giou_1: 0.3279 loss_ce_2: 0.2654 loss_bbox_2: 0.1738 loss_giou_2: 0.2991 loss_ce_3: 0.2214 loss_bbox_3: 0.1681 loss_giou_3: 0.2856 loss_ce_4: 0.2119 loss_bbox_4: 0.1654 loss_giou_4: 0.2811 time: 0.2800 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:49] d2.utils.events INFO: eta: 1:09:32 iter: 435079 total_loss: 4.689 loss_ce: 0.1968 loss_bbox: 0.1532 loss_giou: 0.2961 loss_ce_0: 0.4328 loss_bbox_0: 0.2689 loss_giou_0: 0.4536 loss_ce_1: 0.3095 loss_bbox_1: 0.1765 loss_giou_1: 0.3325 loss_ce_2: 0.2465 loss_bbox_2: 0.1652 loss_giou_2: 0.3091 loss_ce_3: 0.2137 loss_bbox_3: 0.159 loss_giou_3: 0.3039 loss_ce_4: 0.1989 loss_bbox_4: 0.1525 loss_giou_4: 0.296 time: 0.2800 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 00:45:54] d2.utils.events INFO: eta: 1:09:27 iter: 435099 total_loss: 4.572 loss_ce: 0.1833 loss_bbox: 0.1455 loss_giou: 0.2889 loss_ce_0: 0.4269 loss_bbox_0: 0.2596 loss_giou_0: 0.4541 loss_ce_1: 0.3104 loss_bbox_1: 0.1741 loss_giou_1: 0.3374 loss_ce_2: 0.2353 loss_bbox_2: 0.1532 loss_giou_2: 0.3065 loss_ce_3: 0.2124 loss_bbox_3: 0.1494 loss_giou_3: 0.2973 loss_ce_4: 0.1922 loss_bbox_4: 0.1504 loss_giou_4: 0.294 time: 0.2800 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:00] d2.utils.events INFO: eta: 1:09:21 iter: 435119 total_loss: 4.543 loss_ce: 0.1872 loss_bbox: 0.1498 loss_giou: 0.2736 loss_ce_0: 0.4176 loss_bbox_0: 0.2455 loss_giou_0: 0.431 loss_ce_1: 0.3063 loss_bbox_1: 0.1723 loss_giou_1: 0.3204 loss_ce_2: 0.2438 loss_bbox_2: 0.158 loss_giou_2: 0.2934 loss_ce_3: 0.2053 loss_bbox_3: 0.1541 loss_giou_3: 0.2882 loss_ce_4: 0.1866 loss_bbox_4: 0.153 loss_giou_4: 0.2786 time: 0.2800 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:06] d2.utils.events INFO: eta: 1:09:16 iter: 435139 total_loss: 4.752 loss_ce: 0.195 loss_bbox: 0.1504 loss_giou: 0.3113 loss_ce_0: 0.4246 loss_bbox_0: 0.2454 loss_giou_0: 0.4683 loss_ce_1: 0.3126 loss_bbox_1: 0.1741 loss_giou_1: 0.3485 loss_ce_2: 0.2463 loss_bbox_2: 0.164 loss_giou_2: 0.3231 loss_ce_3: 0.2117 loss_bbox_3: 0.1579 loss_giou_3: 0.3211 loss_ce_4: 0.201 loss_bbox_4: 0.152 loss_giou_4: 0.314 time: 0.2800 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:11] d2.utils.events INFO: eta: 1:09:11 iter: 435159 total_loss: 4.7 loss_ce: 0.193 loss_bbox: 0.1381 loss_giou: 0.3054 loss_ce_0: 0.4264 loss_bbox_0: 0.2463 loss_giou_0: 0.4947 loss_ce_1: 0.3106 loss_bbox_1: 0.1687 loss_giou_1: 0.3568 loss_ce_2: 0.2376 loss_bbox_2: 0.146 loss_giou_2: 0.3382 loss_ce_3: 0.2148 loss_bbox_3: 0.1455 loss_giou_3: 0.3214 loss_ce_4: 0.1987 loss_bbox_4: 0.141 loss_giou_4: 0.3112 time: 0.2800 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:17] d2.utils.events INFO: eta: 1:09:05 iter: 435179 total_loss: 4.732 loss_ce: 0.1919 loss_bbox: 0.1395 loss_giou: 0.3084 loss_ce_0: 0.4285 loss_bbox_0: 0.2549 loss_giou_0: 0.4811 loss_ce_1: 0.3167 loss_bbox_1: 0.1667 loss_giou_1: 0.3568 loss_ce_2: 0.2522 loss_bbox_2: 0.15 loss_giou_2: 0.3254 loss_ce_3: 0.2107 loss_bbox_3: 0.1418 loss_giou_3: 0.3126 loss_ce_4: 0.1981 loss_bbox_4: 0.1427 loss_giou_4: 0.3124 time: 0.2800 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:23] d2.utils.events INFO: eta: 1:09:01 iter: 435199 total_loss: 4.957 loss_ce: 0.2094 loss_bbox: 0.158 loss_giou: 0.3206 loss_ce_0: 0.4206 loss_bbox_0: 0.261 loss_giou_0: 0.5045 loss_ce_1: 0.3142 loss_bbox_1: 0.1775 loss_giou_1: 0.363 loss_ce_2: 0.2632 loss_bbox_2: 0.1707 loss_giou_2: 0.3406 loss_ce_3: 0.2366 loss_bbox_3: 0.1623 loss_giou_3: 0.3351 loss_ce_4: 0.2137 loss_bbox_4: 0.163 loss_giou_4: 0.3218 time: 0.2800 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:28] d2.utils.events INFO: eta: 1:08:55 iter: 435219 total_loss: 4.491 loss_ce: 0.1914 loss_bbox: 0.147 loss_giou: 0.2953 loss_ce_0: 0.4168 loss_bbox_0: 0.2531 loss_giou_0: 0.4561 loss_ce_1: 0.2995 loss_bbox_1: 0.1866 loss_giou_1: 0.3383 loss_ce_2: 0.2423 loss_bbox_2: 0.1576 loss_giou_2: 0.3118 loss_ce_3: 0.2019 loss_bbox_3: 0.1549 loss_giou_3: 0.2997 loss_ce_4: 0.1882 loss_bbox_4: 0.1487 loss_giou_4: 0.301 time: 0.2800 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:34] d2.utils.events INFO: eta: 1:08:50 iter: 435239 total_loss: 4.789 loss_ce: 0.2031 loss_bbox: 0.1511 loss_giou: 0.2924 loss_ce_0: 0.4285 loss_bbox_0: 0.2677 loss_giou_0: 0.4363 loss_ce_1: 0.3264 loss_bbox_1: 0.1806 loss_giou_1: 0.336 loss_ce_2: 0.2574 loss_bbox_2: 0.1631 loss_giou_2: 0.3259 loss_ce_3: 0.2238 loss_bbox_3: 0.1565 loss_giou_3: 0.312 loss_ce_4: 0.2068 loss_bbox_4: 0.1517 loss_giou_4: 0.3016 time: 0.2800 data_time: 0.0221 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:40] d2.utils.events INFO: eta: 1:08:45 iter: 435259 total_loss: 4.738 loss_ce: 0.2041 loss_bbox: 0.1485 loss_giou: 0.3039 loss_ce_0: 0.4303 loss_bbox_0: 0.2623 loss_giou_0: 0.4856 loss_ce_1: 0.3141 loss_bbox_1: 0.1775 loss_giou_1: 0.3498 loss_ce_2: 0.2508 loss_bbox_2: 0.1598 loss_giou_2: 0.3239 loss_ce_3: 0.2151 loss_bbox_3: 0.1528 loss_giou_3: 0.3144 loss_ce_4: 0.2027 loss_bbox_4: 0.1507 loss_giou_4: 0.3116 time: 0.2800 data_time: 0.0217 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:45] d2.utils.events INFO: eta: 1:08:40 iter: 435279 total_loss: 4.561 loss_ce: 0.1949 loss_bbox: 0.1532 loss_giou: 0.2732 loss_ce_0: 0.4316 loss_bbox_0: 0.2607 loss_giou_0: 0.4516 loss_ce_1: 0.3091 loss_bbox_1: 0.1863 loss_giou_1: 0.3305 loss_ce_2: 0.2472 loss_bbox_2: 0.1642 loss_giou_2: 0.3006 loss_ce_3: 0.2123 loss_bbox_3: 0.1565 loss_giou_3: 0.2783 loss_ce_4: 0.1971 loss_bbox_4: 0.1531 loss_giou_4: 0.2724 time: 0.2800 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:51] d2.utils.events INFO: eta: 1:08:34 iter: 435299 total_loss: 4.436 loss_ce: 0.1785 loss_bbox: 0.1593 loss_giou: 0.2803 loss_ce_0: 0.4173 loss_bbox_0: 0.2639 loss_giou_0: 0.4302 loss_ce_1: 0.3073 loss_bbox_1: 0.1849 loss_giou_1: 0.3132 loss_ce_2: 0.2322 loss_bbox_2: 0.1723 loss_giou_2: 0.2995 loss_ce_3: 0.2045 loss_bbox_3: 0.164 loss_giou_3: 0.2849 loss_ce_4: 0.1866 loss_bbox_4: 0.1599 loss_giou_4: 0.2831 time: 0.2800 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 00:46:57] d2.utils.events INFO: eta: 1:08:28 iter: 435319 total_loss: 4.8 loss_ce: 0.2017 loss_bbox: 0.1516 loss_giou: 0.3008 loss_ce_0: 0.4243 loss_bbox_0: 0.2618 loss_giou_0: 0.4602 loss_ce_1: 0.3085 loss_bbox_1: 0.1814 loss_giou_1: 0.348 loss_ce_2: 0.244 loss_bbox_2: 0.1648 loss_giou_2: 0.3214 loss_ce_3: 0.2218 loss_bbox_3: 0.1548 loss_giou_3: 0.3094 loss_ce_4: 0.2177 loss_bbox_4: 0.1518 loss_giou_4: 0.3029 time: 0.2800 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:02] d2.utils.events INFO: eta: 1:08:23 iter: 435339 total_loss: 4.543 loss_ce: 0.1881 loss_bbox: 0.1463 loss_giou: 0.2812 loss_ce_0: 0.4119 loss_bbox_0: 0.2671 loss_giou_0: 0.4424 loss_ce_1: 0.3078 loss_bbox_1: 0.1905 loss_giou_1: 0.3275 loss_ce_2: 0.2394 loss_bbox_2: 0.1668 loss_giou_2: 0.3053 loss_ce_3: 0.2081 loss_bbox_3: 0.1571 loss_giou_3: 0.2953 loss_ce_4: 0.1889 loss_bbox_4: 0.1487 loss_giou_4: 0.2854 time: 0.2800 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:08] d2.utils.events INFO: eta: 1:08:18 iter: 435359 total_loss: 4.534 loss_ce: 0.186 loss_bbox: 0.1539 loss_giou: 0.2976 loss_ce_0: 0.415 loss_bbox_0: 0.2476 loss_giou_0: 0.4559 loss_ce_1: 0.3031 loss_bbox_1: 0.1826 loss_giou_1: 0.3357 loss_ce_2: 0.2445 loss_bbox_2: 0.1644 loss_giou_2: 0.3098 loss_ce_3: 0.2068 loss_bbox_3: 0.1576 loss_giou_3: 0.3033 loss_ce_4: 0.193 loss_bbox_4: 0.1543 loss_giou_4: 0.2989 time: 0.2800 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:14] d2.utils.events INFO: eta: 1:08:11 iter: 435379 total_loss: 4.459 loss_ce: 0.184 loss_bbox: 0.1575 loss_giou: 0.2781 loss_ce_0: 0.4209 loss_bbox_0: 0.257 loss_giou_0: 0.4396 loss_ce_1: 0.2956 loss_bbox_1: 0.1825 loss_giou_1: 0.3191 loss_ce_2: 0.2297 loss_bbox_2: 0.1693 loss_giou_2: 0.2994 loss_ce_3: 0.1955 loss_bbox_3: 0.1675 loss_giou_3: 0.2917 loss_ce_4: 0.1857 loss_bbox_4: 0.161 loss_giou_4: 0.2785 time: 0.2800 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:19] d2.utils.events INFO: eta: 1:08:05 iter: 435399 total_loss: 4.98 loss_ce: 0.2045 loss_bbox: 0.1503 loss_giou: 0.3127 loss_ce_0: 0.4316 loss_bbox_0: 0.2531 loss_giou_0: 0.4925 loss_ce_1: 0.3111 loss_bbox_1: 0.1758 loss_giou_1: 0.3629 loss_ce_2: 0.2445 loss_bbox_2: 0.1627 loss_giou_2: 0.3369 loss_ce_3: 0.227 loss_bbox_3: 0.1549 loss_giou_3: 0.3276 loss_ce_4: 0.2097 loss_bbox_4: 0.1517 loss_giou_4: 0.3192 time: 0.2800 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:25] d2.utils.events INFO: eta: 1:08:00 iter: 435419 total_loss: 4.41 loss_ce: 0.1888 loss_bbox: 0.1471 loss_giou: 0.2726 loss_ce_0: 0.4066 loss_bbox_0: 0.2474 loss_giou_0: 0.4113 loss_ce_1: 0.2927 loss_bbox_1: 0.1769 loss_giou_1: 0.3066 loss_ce_2: 0.2355 loss_bbox_2: 0.1585 loss_giou_2: 0.2892 loss_ce_3: 0.207 loss_bbox_3: 0.1559 loss_giou_3: 0.2816 loss_ce_4: 0.1907 loss_bbox_4: 0.1509 loss_giou_4: 0.2785 time: 0.2800 data_time: 0.0237 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:31] d2.utils.events INFO: eta: 1:07:54 iter: 435439 total_loss: 5.042 loss_ce: 0.2068 loss_bbox: 0.1548 loss_giou: 0.3112 loss_ce_0: 0.432 loss_bbox_0: 0.2711 loss_giou_0: 0.4808 loss_ce_1: 0.3177 loss_bbox_1: 0.1872 loss_giou_1: 0.3629 loss_ce_2: 0.2652 loss_bbox_2: 0.1715 loss_giou_2: 0.333 loss_ce_3: 0.2272 loss_bbox_3: 0.1647 loss_giou_3: 0.3256 loss_ce_4: 0.2094 loss_bbox_4: 0.1605 loss_giou_4: 0.3177 time: 0.2800 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:36] d2.utils.events INFO: eta: 1:07:49 iter: 435459 total_loss: 4.519 loss_ce: 0.2021 loss_bbox: 0.1626 loss_giou: 0.2761 loss_ce_0: 0.4234 loss_bbox_0: 0.2734 loss_giou_0: 0.4155 loss_ce_1: 0.3176 loss_bbox_1: 0.1873 loss_giou_1: 0.3112 loss_ce_2: 0.2557 loss_bbox_2: 0.1776 loss_giou_2: 0.2881 loss_ce_3: 0.2153 loss_bbox_3: 0.1676 loss_giou_3: 0.2834 loss_ce_4: 0.2 loss_bbox_4: 0.169 loss_giou_4: 0.2825 time: 0.2800 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:42] d2.utils.events INFO: eta: 1:07:43 iter: 435479 total_loss: 4.869 loss_ce: 0.2098 loss_bbox: 0.1517 loss_giou: 0.3182 loss_ce_0: 0.4232 loss_bbox_0: 0.2613 loss_giou_0: 0.4764 loss_ce_1: 0.3077 loss_bbox_1: 0.1807 loss_giou_1: 0.3537 loss_ce_2: 0.2532 loss_bbox_2: 0.1705 loss_giou_2: 0.3368 loss_ce_3: 0.2243 loss_bbox_3: 0.1578 loss_giou_3: 0.3268 loss_ce_4: 0.2105 loss_bbox_4: 0.1557 loss_giou_4: 0.3262 time: 0.2800 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:48] d2.utils.events INFO: eta: 1:07:37 iter: 435499 total_loss: 4.797 loss_ce: 0.1964 loss_bbox: 0.1633 loss_giou: 0.3008 loss_ce_0: 0.4236 loss_bbox_0: 0.2643 loss_giou_0: 0.4722 loss_ce_1: 0.3196 loss_bbox_1: 0.1866 loss_giou_1: 0.344 loss_ce_2: 0.25 loss_bbox_2: 0.1735 loss_giou_2: 0.3113 loss_ce_3: 0.2136 loss_bbox_3: 0.1682 loss_giou_3: 0.3066 loss_ce_4: 0.1957 loss_bbox_4: 0.1698 loss_giou_4: 0.3076 time: 0.2800 data_time: 0.0304 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:54] d2.utils.events INFO: eta: 1:07:32 iter: 435519 total_loss: 4.938 loss_ce: 0.2011 loss_bbox: 0.1649 loss_giou: 0.3198 loss_ce_0: 0.4235 loss_bbox_0: 0.2646 loss_giou_0: 0.4806 loss_ce_1: 0.3104 loss_bbox_1: 0.1884 loss_giou_1: 0.3542 loss_ce_2: 0.2562 loss_bbox_2: 0.1742 loss_giou_2: 0.3331 loss_ce_3: 0.2275 loss_bbox_3: 0.1698 loss_giou_3: 0.3242 loss_ce_4: 0.2074 loss_bbox_4: 0.1704 loss_giou_4: 0.3254 time: 0.2800 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:47:59] d2.utils.events INFO: eta: 1:07:27 iter: 435539 total_loss: 4.594 loss_ce: 0.1858 loss_bbox: 0.1539 loss_giou: 0.2779 loss_ce_0: 0.4247 loss_bbox_0: 0.2626 loss_giou_0: 0.4349 loss_ce_1: 0.2927 loss_bbox_1: 0.1854 loss_giou_1: 0.323 loss_ce_2: 0.2362 loss_bbox_2: 0.1653 loss_giou_2: 0.2987 loss_ce_3: 0.2062 loss_bbox_3: 0.1609 loss_giou_3: 0.2858 loss_ce_4: 0.1873 loss_bbox_4: 0.1568 loss_giou_4: 0.284 time: 0.2800 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:05] d2.utils.events INFO: eta: 1:07:22 iter: 435559 total_loss: 4.561 loss_ce: 0.1802 loss_bbox: 0.1433 loss_giou: 0.3011 loss_ce_0: 0.3987 loss_bbox_0: 0.2391 loss_giou_0: 0.4665 loss_ce_1: 0.2898 loss_bbox_1: 0.169 loss_giou_1: 0.3426 loss_ce_2: 0.2304 loss_bbox_2: 0.1481 loss_giou_2: 0.3151 loss_ce_3: 0.1982 loss_bbox_3: 0.1454 loss_giou_3: 0.3066 loss_ce_4: 0.1924 loss_bbox_4: 0.1457 loss_giou_4: 0.3053 time: 0.2800 data_time: 0.0333 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:10] d2.utils.events INFO: eta: 1:07:17 iter: 435579 total_loss: 4.658 loss_ce: 0.1942 loss_bbox: 0.1488 loss_giou: 0.3049 loss_ce_0: 0.4084 loss_bbox_0: 0.2619 loss_giou_0: 0.4595 loss_ce_1: 0.3062 loss_bbox_1: 0.1783 loss_giou_1: 0.3439 loss_ce_2: 0.2404 loss_bbox_2: 0.1609 loss_giou_2: 0.3233 loss_ce_3: 0.2088 loss_bbox_3: 0.1549 loss_giou_3: 0.3237 loss_ce_4: 0.2008 loss_bbox_4: 0.1536 loss_giou_4: 0.3097 time: 0.2800 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:16] d2.utils.events INFO: eta: 1:07:12 iter: 435599 total_loss: 4.849 loss_ce: 0.2117 loss_bbox: 0.1494 loss_giou: 0.3148 loss_ce_0: 0.4168 loss_bbox_0: 0.2454 loss_giou_0: 0.5 loss_ce_1: 0.3169 loss_bbox_1: 0.1714 loss_giou_1: 0.3598 loss_ce_2: 0.2542 loss_bbox_2: 0.1578 loss_giou_2: 0.3375 loss_ce_3: 0.2302 loss_bbox_3: 0.1552 loss_giou_3: 0.3236 loss_ce_4: 0.2112 loss_bbox_4: 0.1498 loss_giou_4: 0.3212 time: 0.2800 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:22] d2.utils.events INFO: eta: 1:07:05 iter: 435619 total_loss: 4.681 loss_ce: 0.1936 loss_bbox: 0.1495 loss_giou: 0.2895 loss_ce_0: 0.4346 loss_bbox_0: 0.2622 loss_giou_0: 0.4357 loss_ce_1: 0.3159 loss_bbox_1: 0.1783 loss_giou_1: 0.3354 loss_ce_2: 0.2463 loss_bbox_2: 0.1578 loss_giou_2: 0.3062 loss_ce_3: 0.2211 loss_bbox_3: 0.1558 loss_giou_3: 0.3004 loss_ce_4: 0.2017 loss_bbox_4: 0.1532 loss_giou_4: 0.2957 time: 0.2800 data_time: 0.0203 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:27] d2.utils.events INFO: eta: 1:06:56 iter: 435639 total_loss: 4.871 loss_ce: 0.2088 loss_bbox: 0.144 loss_giou: 0.297 loss_ce_0: 0.4317 loss_bbox_0: 0.2411 loss_giou_0: 0.4663 loss_ce_1: 0.3223 loss_bbox_1: 0.1698 loss_giou_1: 0.3464 loss_ce_2: 0.2553 loss_bbox_2: 0.1565 loss_giou_2: 0.3181 loss_ce_3: 0.2258 loss_bbox_3: 0.1479 loss_giou_3: 0.3097 loss_ce_4: 0.2074 loss_bbox_4: 0.1454 loss_giou_4: 0.297 time: 0.2800 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:33] d2.utils.events INFO: eta: 1:06:50 iter: 435659 total_loss: 4.602 loss_ce: 0.1872 loss_bbox: 0.1535 loss_giou: 0.3015 loss_ce_0: 0.4024 loss_bbox_0: 0.257 loss_giou_0: 0.4722 loss_ce_1: 0.285 loss_bbox_1: 0.1901 loss_giou_1: 0.3502 loss_ce_2: 0.2299 loss_bbox_2: 0.1726 loss_giou_2: 0.3252 loss_ce_3: 0.2009 loss_bbox_3: 0.1597 loss_giou_3: 0.3177 loss_ce_4: 0.189 loss_bbox_4: 0.1542 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:39] d2.utils.events INFO: eta: 1:06:45 iter: 435679 total_loss: 4.879 loss_ce: 0.2236 loss_bbox: 0.1655 loss_giou: 0.2771 loss_ce_0: 0.4248 loss_bbox_0: 0.2709 loss_giou_0: 0.4474 loss_ce_1: 0.3268 loss_bbox_1: 0.1958 loss_giou_1: 0.3285 loss_ce_2: 0.2673 loss_bbox_2: 0.1779 loss_giou_2: 0.3003 loss_ce_3: 0.2417 loss_bbox_3: 0.1722 loss_giou_3: 0.2903 loss_ce_4: 0.224 loss_bbox_4: 0.1672 loss_giou_4: 0.2868 time: 0.2799 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:44] d2.utils.events INFO: eta: 1:06:41 iter: 435699 total_loss: 4.783 loss_ce: 0.2058 loss_bbox: 0.1501 loss_giou: 0.3018 loss_ce_0: 0.4304 loss_bbox_0: 0.2695 loss_giou_0: 0.4737 loss_ce_1: 0.3208 loss_bbox_1: 0.1845 loss_giou_1: 0.3518 loss_ce_2: 0.2609 loss_bbox_2: 0.1636 loss_giou_2: 0.3246 loss_ce_3: 0.2276 loss_bbox_3: 0.1567 loss_giou_3: 0.3137 loss_ce_4: 0.2099 loss_bbox_4: 0.1528 loss_giou_4: 0.3074 time: 0.2799 data_time: 0.0253 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:50] d2.utils.events INFO: eta: 1:06:34 iter: 435719 total_loss: 4.867 loss_ce: 0.2171 loss_bbox: 0.1555 loss_giou: 0.3085 loss_ce_0: 0.4371 loss_bbox_0: 0.265 loss_giou_0: 0.4768 loss_ce_1: 0.3253 loss_bbox_1: 0.1801 loss_giou_1: 0.3629 loss_ce_2: 0.2817 loss_bbox_2: 0.1686 loss_giou_2: 0.3365 loss_ce_3: 0.2418 loss_bbox_3: 0.1558 loss_giou_3: 0.3207 loss_ce_4: 0.2208 loss_bbox_4: 0.1536 loss_giou_4: 0.3156 time: 0.2799 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 00:48:56] d2.utils.events INFO: eta: 1:06:28 iter: 435739 total_loss: 4.477 loss_ce: 0.1846 loss_bbox: 0.1417 loss_giou: 0.2782 loss_ce_0: 0.4201 loss_bbox_0: 0.2444 loss_giou_0: 0.4251 loss_ce_1: 0.3041 loss_bbox_1: 0.1663 loss_giou_1: 0.3202 loss_ce_2: 0.2376 loss_bbox_2: 0.1534 loss_giou_2: 0.2949 loss_ce_3: 0.2051 loss_bbox_3: 0.1462 loss_giou_3: 0.2858 loss_ce_4: 0.1824 loss_bbox_4: 0.1445 loss_giou_4: 0.2805 time: 0.2799 data_time: 0.0227 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:01] d2.utils.events INFO: eta: 1:06:24 iter: 435759 total_loss: 4.602 loss_ce: 0.1936 loss_bbox: 0.1506 loss_giou: 0.3129 loss_ce_0: 0.4267 loss_bbox_0: 0.2526 loss_giou_0: 0.4646 loss_ce_1: 0.32 loss_bbox_1: 0.1791 loss_giou_1: 0.3403 loss_ce_2: 0.2464 loss_bbox_2: 0.16 loss_giou_2: 0.326 loss_ce_3: 0.2173 loss_bbox_3: 0.154 loss_giou_3: 0.3163 loss_ce_4: 0.202 loss_bbox_4: 0.1497 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0207 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:07] d2.utils.events INFO: eta: 1:06:17 iter: 435779 total_loss: 4.675 loss_ce: 0.1876 loss_bbox: 0.1614 loss_giou: 0.2816 loss_ce_0: 0.4154 loss_bbox_0: 0.2532 loss_giou_0: 0.4377 loss_ce_1: 0.3104 loss_bbox_1: 0.1817 loss_giou_1: 0.3236 loss_ce_2: 0.2479 loss_bbox_2: 0.1677 loss_giou_2: 0.2991 loss_ce_3: 0.2073 loss_bbox_3: 0.1641 loss_giou_3: 0.2899 loss_ce_4: 0.1896 loss_bbox_4: 0.1649 loss_giou_4: 0.2879 time: 0.2799 data_time: 0.0217 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:13] d2.utils.events INFO: eta: 1:06:13 iter: 435799 total_loss: 4.671 loss_ce: 0.1941 loss_bbox: 0.1492 loss_giou: 0.3021 loss_ce_0: 0.4234 loss_bbox_0: 0.262 loss_giou_0: 0.4591 loss_ce_1: 0.3054 loss_bbox_1: 0.178 loss_giou_1: 0.339 loss_ce_2: 0.2472 loss_bbox_2: 0.1635 loss_giou_2: 0.3118 loss_ce_3: 0.2094 loss_bbox_3: 0.1594 loss_giou_3: 0.3107 loss_ce_4: 0.1925 loss_bbox_4: 0.1534 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:18] d2.utils.events INFO: eta: 1:06:07 iter: 435819 total_loss: 4.864 loss_ce: 0.2109 loss_bbox: 0.1705 loss_giou: 0.2892 loss_ce_0: 0.4333 loss_bbox_0: 0.2734 loss_giou_0: 0.449 loss_ce_1: 0.316 loss_bbox_1: 0.1939 loss_giou_1: 0.3445 loss_ce_2: 0.2629 loss_bbox_2: 0.1744 loss_giou_2: 0.3154 loss_ce_3: 0.2326 loss_bbox_3: 0.1774 loss_giou_3: 0.3094 loss_ce_4: 0.2137 loss_bbox_4: 0.1696 loss_giou_4: 0.2939 time: 0.2799 data_time: 0.0186 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:24] d2.utils.events INFO: eta: 1:06:01 iter: 435839 total_loss: 4.56 loss_ce: 0.184 loss_bbox: 0.1448 loss_giou: 0.2734 loss_ce_0: 0.4115 loss_bbox_0: 0.2526 loss_giou_0: 0.4455 loss_ce_1: 0.2956 loss_bbox_1: 0.18 loss_giou_1: 0.3337 loss_ce_2: 0.2343 loss_bbox_2: 0.1638 loss_giou_2: 0.3068 loss_ce_3: 0.2064 loss_bbox_3: 0.1564 loss_giou_3: 0.2878 loss_ce_4: 0.1852 loss_bbox_4: 0.152 loss_giou_4: 0.2805 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:29] d2.utils.events INFO: eta: 1:05:57 iter: 435859 total_loss: 4.909 loss_ce: 0.2256 loss_bbox: 0.1524 loss_giou: 0.3123 loss_ce_0: 0.4399 loss_bbox_0: 0.2599 loss_giou_0: 0.4586 loss_ce_1: 0.3216 loss_bbox_1: 0.179 loss_giou_1: 0.3617 loss_ce_2: 0.255 loss_bbox_2: 0.166 loss_giou_2: 0.3336 loss_ce_3: 0.2312 loss_bbox_3: 0.159 loss_giou_3: 0.3243 loss_ce_4: 0.2181 loss_bbox_4: 0.1581 loss_giou_4: 0.3127 time: 0.2799 data_time: 0.0323 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:35] d2.utils.events INFO: eta: 1:05:54 iter: 435879 total_loss: 4.48 loss_ce: 0.1861 loss_bbox: 0.1515 loss_giou: 0.2857 loss_ce_0: 0.4047 loss_bbox_0: 0.2684 loss_giou_0: 0.4552 loss_ce_1: 0.2953 loss_bbox_1: 0.1847 loss_giou_1: 0.3281 loss_ce_2: 0.2367 loss_bbox_2: 0.1721 loss_giou_2: 0.3028 loss_ce_3: 0.2107 loss_bbox_3: 0.1598 loss_giou_3: 0.2969 loss_ce_4: 0.1883 loss_bbox_4: 0.1562 loss_giou_4: 0.292 time: 0.2799 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:41] d2.utils.events INFO: eta: 1:05:48 iter: 435899 total_loss: 4.722 loss_ce: 0.1994 loss_bbox: 0.1586 loss_giou: 0.2955 loss_ce_0: 0.4162 loss_bbox_0: 0.2572 loss_giou_0: 0.4616 loss_ce_1: 0.3116 loss_bbox_1: 0.1907 loss_giou_1: 0.3366 loss_ce_2: 0.2456 loss_bbox_2: 0.167 loss_giou_2: 0.3151 loss_ce_3: 0.219 loss_bbox_3: 0.1623 loss_giou_3: 0.308 loss_ce_4: 0.2045 loss_bbox_4: 0.1602 loss_giou_4: 0.3005 time: 0.2799 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:47] d2.utils.events INFO: eta: 1:05:44 iter: 435919 total_loss: 4.836 loss_ce: 0.2007 loss_bbox: 0.1689 loss_giou: 0.3124 loss_ce_0: 0.4214 loss_bbox_0: 0.2697 loss_giou_0: 0.4785 loss_ce_1: 0.3079 loss_bbox_1: 0.1978 loss_giou_1: 0.3597 loss_ce_2: 0.2621 loss_bbox_2: 0.1755 loss_giou_2: 0.3272 loss_ce_3: 0.2263 loss_bbox_3: 0.1715 loss_giou_3: 0.3246 loss_ce_4: 0.2059 loss_bbox_4: 0.1699 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:52] d2.utils.events INFO: eta: 1:05:39 iter: 435939 total_loss: 4.788 loss_ce: 0.2119 loss_bbox: 0.1502 loss_giou: 0.3184 loss_ce_0: 0.4384 loss_bbox_0: 0.2593 loss_giou_0: 0.4823 loss_ce_1: 0.3305 loss_bbox_1: 0.1775 loss_giou_1: 0.3508 loss_ce_2: 0.2545 loss_bbox_2: 0.1614 loss_giou_2: 0.3304 loss_ce_3: 0.23 loss_bbox_3: 0.1533 loss_giou_3: 0.3223 loss_ce_4: 0.2129 loss_bbox_4: 0.1516 loss_giou_4: 0.3185 time: 0.2800 data_time: 0.0194 lr: 2.5e-07 max_mem: 5427M [11/04 00:49:58] d2.utils.events INFO: eta: 1:05:33 iter: 435959 total_loss: 4.71 loss_ce: 0.1937 loss_bbox: 0.1465 loss_giou: 0.2974 loss_ce_0: 0.4209 loss_bbox_0: 0.2615 loss_giou_0: 0.462 loss_ce_1: 0.3159 loss_bbox_1: 0.1839 loss_giou_1: 0.3441 loss_ce_2: 0.2577 loss_bbox_2: 0.1637 loss_giou_2: 0.3198 loss_ce_3: 0.2127 loss_bbox_3: 0.1567 loss_giou_3: 0.3059 loss_ce_4: 0.1987 loss_bbox_4: 0.1513 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:04] d2.utils.events INFO: eta: 1:05:29 iter: 435979 total_loss: 5.084 loss_ce: 0.208 loss_bbox: 0.1525 loss_giou: 0.3142 loss_ce_0: 0.4328 loss_bbox_0: 0.2563 loss_giou_0: 0.4906 loss_ce_1: 0.3223 loss_bbox_1: 0.1808 loss_giou_1: 0.368 loss_ce_2: 0.2523 loss_bbox_2: 0.1725 loss_giou_2: 0.3447 loss_ce_3: 0.2239 loss_bbox_3: 0.1628 loss_giou_3: 0.3259 loss_ce_4: 0.2141 loss_bbox_4: 0.1552 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:09] d2.utils.events INFO: eta: 1:05:21 iter: 435999 total_loss: 4.611 loss_ce: 0.1894 loss_bbox: 0.1553 loss_giou: 0.3007 loss_ce_0: 0.4224 loss_bbox_0: 0.2671 loss_giou_0: 0.4451 loss_ce_1: 0.3153 loss_bbox_1: 0.1796 loss_giou_1: 0.3358 loss_ce_2: 0.2553 loss_bbox_2: 0.1661 loss_giou_2: 0.3137 loss_ce_3: 0.2196 loss_bbox_3: 0.1656 loss_giou_3: 0.3047 loss_ce_4: 0.1952 loss_bbox_4: 0.1582 loss_giou_4: 0.302 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:15] d2.utils.events INFO: eta: 1:05:14 iter: 436019 total_loss: 4.731 loss_ce: 0.1952 loss_bbox: 0.1553 loss_giou: 0.2878 loss_ce_0: 0.422 loss_bbox_0: 0.275 loss_giou_0: 0.4658 loss_ce_1: 0.3099 loss_bbox_1: 0.1813 loss_giou_1: 0.3342 loss_ce_2: 0.2521 loss_bbox_2: 0.1655 loss_giou_2: 0.3095 loss_ce_3: 0.218 loss_bbox_3: 0.16 loss_giou_3: 0.2932 loss_ce_4: 0.1927 loss_bbox_4: 0.1563 loss_giou_4: 0.2944 time: 0.2799 data_time: 0.0175 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:21] d2.utils.events INFO: eta: 1:05:09 iter: 436039 total_loss: 4.852 loss_ce: 0.2034 loss_bbox: 0.1661 loss_giou: 0.2863 loss_ce_0: 0.4352 loss_bbox_0: 0.2584 loss_giou_0: 0.4455 loss_ce_1: 0.3164 loss_bbox_1: 0.1894 loss_giou_1: 0.335 loss_ce_2: 0.2514 loss_bbox_2: 0.174 loss_giou_2: 0.3075 loss_ce_3: 0.2204 loss_bbox_3: 0.17 loss_giou_3: 0.2986 loss_ce_4: 0.2076 loss_bbox_4: 0.1639 loss_giou_4: 0.2881 time: 0.2799 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:26] d2.utils.events INFO: eta: 1:05:04 iter: 436059 total_loss: 4.61 loss_ce: 0.2004 loss_bbox: 0.1433 loss_giou: 0.2877 loss_ce_0: 0.4087 loss_bbox_0: 0.2531 loss_giou_0: 0.4578 loss_ce_1: 0.3038 loss_bbox_1: 0.1727 loss_giou_1: 0.3459 loss_ce_2: 0.2411 loss_bbox_2: 0.157 loss_giou_2: 0.3136 loss_ce_3: 0.2108 loss_bbox_3: 0.149 loss_giou_3: 0.2994 loss_ce_4: 0.2017 loss_bbox_4: 0.1479 loss_giou_4: 0.2954 time: 0.2799 data_time: 0.0324 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:32] d2.utils.events INFO: eta: 1:04:59 iter: 436079 total_loss: 4.48 loss_ce: 0.1711 loss_bbox: 0.1396 loss_giou: 0.2995 loss_ce_0: 0.4016 loss_bbox_0: 0.232 loss_giou_0: 0.4511 loss_ce_1: 0.2874 loss_bbox_1: 0.1671 loss_giou_1: 0.3315 loss_ce_2: 0.2238 loss_bbox_2: 0.1481 loss_giou_2: 0.3107 loss_ce_3: 0.2013 loss_bbox_3: 0.1425 loss_giou_3: 0.3066 loss_ce_4: 0.182 loss_bbox_4: 0.142 loss_giou_4: 0.3014 time: 0.2799 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:38] d2.utils.events INFO: eta: 1:04:52 iter: 436099 total_loss: 4.773 loss_ce: 0.2069 loss_bbox: 0.1511 loss_giou: 0.3081 loss_ce_0: 0.4213 loss_bbox_0: 0.2444 loss_giou_0: 0.475 loss_ce_1: 0.2987 loss_bbox_1: 0.1762 loss_giou_1: 0.3498 loss_ce_2: 0.2475 loss_bbox_2: 0.1657 loss_giou_2: 0.3202 loss_ce_3: 0.2179 loss_bbox_3: 0.1618 loss_giou_3: 0.3123 loss_ce_4: 0.2117 loss_bbox_4: 0.1534 loss_giou_4: 0.3099 time: 0.2799 data_time: 0.0295 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:43] d2.utils.events INFO: eta: 1:04:46 iter: 436119 total_loss: 4.778 loss_ce: 0.1978 loss_bbox: 0.1634 loss_giou: 0.3027 loss_ce_0: 0.4175 loss_bbox_0: 0.2677 loss_giou_0: 0.4381 loss_ce_1: 0.3015 loss_bbox_1: 0.1865 loss_giou_1: 0.3349 loss_ce_2: 0.2395 loss_bbox_2: 0.1719 loss_giou_2: 0.3127 loss_ce_3: 0.2094 loss_bbox_3: 0.1675 loss_giou_3: 0.3115 loss_ce_4: 0.1968 loss_bbox_4: 0.1656 loss_giou_4: 0.3049 time: 0.2799 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:49] d2.utils.events INFO: eta: 1:04:40 iter: 436139 total_loss: 4.918 loss_ce: 0.2036 loss_bbox: 0.1612 loss_giou: 0.3036 loss_ce_0: 0.4382 loss_bbox_0: 0.2625 loss_giou_0: 0.4595 loss_ce_1: 0.3157 loss_bbox_1: 0.189 loss_giou_1: 0.3526 loss_ce_2: 0.2592 loss_bbox_2: 0.1732 loss_giou_2: 0.321 loss_ce_3: 0.222 loss_bbox_3: 0.1727 loss_giou_3: 0.3158 loss_ce_4: 0.2158 loss_bbox_4: 0.166 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:50:55] d2.utils.events INFO: eta: 1:04:34 iter: 436159 total_loss: 4.669 loss_ce: 0.1986 loss_bbox: 0.1608 loss_giou: 0.3009 loss_ce_0: 0.4144 loss_bbox_0: 0.2561 loss_giou_0: 0.4545 loss_ce_1: 0.2961 loss_bbox_1: 0.1847 loss_giou_1: 0.3364 loss_ce_2: 0.2395 loss_bbox_2: 0.1677 loss_giou_2: 0.3252 loss_ce_3: 0.212 loss_bbox_3: 0.1626 loss_giou_3: 0.3055 loss_ce_4: 0.1972 loss_bbox_4: 0.1599 loss_giou_4: 0.3075 time: 0.2799 data_time: 0.0322 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:00] d2.utils.events INFO: eta: 1:04:29 iter: 436179 total_loss: 4.711 loss_ce: 0.1899 loss_bbox: 0.1598 loss_giou: 0.2802 loss_ce_0: 0.4356 loss_bbox_0: 0.2701 loss_giou_0: 0.4432 loss_ce_1: 0.3095 loss_bbox_1: 0.1926 loss_giou_1: 0.3264 loss_ce_2: 0.252 loss_bbox_2: 0.1653 loss_giou_2: 0.2988 loss_ce_3: 0.2211 loss_bbox_3: 0.1627 loss_giou_3: 0.29 loss_ce_4: 0.1949 loss_bbox_4: 0.163 loss_giou_4: 0.2826 time: 0.2799 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:06] d2.utils.events INFO: eta: 1:04:23 iter: 436199 total_loss: 4.586 loss_ce: 0.1922 loss_bbox: 0.1521 loss_giou: 0.2829 loss_ce_0: 0.408 loss_bbox_0: 0.2528 loss_giou_0: 0.4417 loss_ce_1: 0.2978 loss_bbox_1: 0.1752 loss_giou_1: 0.3256 loss_ce_2: 0.2325 loss_bbox_2: 0.1589 loss_giou_2: 0.297 loss_ce_3: 0.2035 loss_bbox_3: 0.1541 loss_giou_3: 0.2938 loss_ce_4: 0.1895 loss_bbox_4: 0.1555 loss_giou_4: 0.2867 time: 0.2799 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:12] d2.utils.events INFO: eta: 1:04:18 iter: 436219 total_loss: 4.923 loss_ce: 0.2187 loss_bbox: 0.1656 loss_giou: 0.293 loss_ce_0: 0.4291 loss_bbox_0: 0.273 loss_giou_0: 0.4704 loss_ce_1: 0.3323 loss_bbox_1: 0.1874 loss_giou_1: 0.3428 loss_ce_2: 0.2746 loss_bbox_2: 0.1781 loss_giou_2: 0.3166 loss_ce_3: 0.2446 loss_bbox_3: 0.1738 loss_giou_3: 0.3021 loss_ce_4: 0.2213 loss_bbox_4: 0.1677 loss_giou_4: 0.2976 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:17] d2.utils.events INFO: eta: 1:04:10 iter: 436239 total_loss: 4.618 loss_ce: 0.1814 loss_bbox: 0.1415 loss_giou: 0.3062 loss_ce_0: 0.4166 loss_bbox_0: 0.24 loss_giou_0: 0.4894 loss_ce_1: 0.289 loss_bbox_1: 0.1645 loss_giou_1: 0.349 loss_ce_2: 0.233 loss_bbox_2: 0.1523 loss_giou_2: 0.3229 loss_ce_3: 0.2027 loss_bbox_3: 0.1438 loss_giou_3: 0.3199 loss_ce_4: 0.1863 loss_bbox_4: 0.141 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:23] d2.utils.events INFO: eta: 1:04:04 iter: 436259 total_loss: 4.71 loss_ce: 0.1938 loss_bbox: 0.1565 loss_giou: 0.2923 loss_ce_0: 0.4408 loss_bbox_0: 0.2693 loss_giou_0: 0.4692 loss_ce_1: 0.3204 loss_bbox_1: 0.1918 loss_giou_1: 0.3384 loss_ce_2: 0.2547 loss_bbox_2: 0.1743 loss_giou_2: 0.313 loss_ce_3: 0.2215 loss_bbox_3: 0.1638 loss_giou_3: 0.3027 loss_ce_4: 0.2055 loss_bbox_4: 0.1583 loss_giou_4: 0.2992 time: 0.2799 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:29] d2.utils.events INFO: eta: 1:03:57 iter: 436279 total_loss: 4.461 loss_ce: 0.1958 loss_bbox: 0.1534 loss_giou: 0.2771 loss_ce_0: 0.4026 loss_bbox_0: 0.2806 loss_giou_0: 0.4312 loss_ce_1: 0.3183 loss_bbox_1: 0.1851 loss_giou_1: 0.3174 loss_ce_2: 0.2367 loss_bbox_2: 0.1712 loss_giou_2: 0.304 loss_ce_3: 0.2115 loss_bbox_3: 0.1623 loss_giou_3: 0.2875 loss_ce_4: 0.1997 loss_bbox_4: 0.1557 loss_giou_4: 0.281 time: 0.2799 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:34] d2.utils.events INFO: eta: 1:03:52 iter: 436299 total_loss: 4.493 loss_ce: 0.1869 loss_bbox: 0.1432 loss_giou: 0.2785 loss_ce_0: 0.4066 loss_bbox_0: 0.2322 loss_giou_0: 0.4337 loss_ce_1: 0.2934 loss_bbox_1: 0.1672 loss_giou_1: 0.3237 loss_ce_2: 0.2274 loss_bbox_2: 0.1547 loss_giou_2: 0.2881 loss_ce_3: 0.1995 loss_bbox_3: 0.1502 loss_giou_3: 0.2828 loss_ce_4: 0.1858 loss_bbox_4: 0.1482 loss_giou_4: 0.2832 time: 0.2799 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:40] d2.utils.events INFO: eta: 1:03:47 iter: 436319 total_loss: 4.428 loss_ce: 0.1759 loss_bbox: 0.1481 loss_giou: 0.2731 loss_ce_0: 0.4129 loss_bbox_0: 0.2583 loss_giou_0: 0.4456 loss_ce_1: 0.2866 loss_bbox_1: 0.1789 loss_giou_1: 0.3284 loss_ce_2: 0.2335 loss_bbox_2: 0.162 loss_giou_2: 0.2952 loss_ce_3: 0.1965 loss_bbox_3: 0.1592 loss_giou_3: 0.2887 loss_ce_4: 0.1814 loss_bbox_4: 0.154 loss_giou_4: 0.2831 time: 0.2799 data_time: 0.0333 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:46] d2.utils.events INFO: eta: 1:03:39 iter: 436339 total_loss: 4.714 loss_ce: 0.1943 loss_bbox: 0.1518 loss_giou: 0.3024 loss_ce_0: 0.432 loss_bbox_0: 0.2621 loss_giou_0: 0.479 loss_ce_1: 0.3034 loss_bbox_1: 0.1802 loss_giou_1: 0.3608 loss_ce_2: 0.2428 loss_bbox_2: 0.1565 loss_giou_2: 0.3263 loss_ce_3: 0.209 loss_bbox_3: 0.164 loss_giou_3: 0.3183 loss_ce_4: 0.1937 loss_bbox_4: 0.153 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0314 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:51] d2.utils.events INFO: eta: 1:03:32 iter: 436359 total_loss: 4.703 loss_ce: 0.1995 loss_bbox: 0.149 loss_giou: 0.2976 loss_ce_0: 0.4323 loss_bbox_0: 0.2538 loss_giou_0: 0.4633 loss_ce_1: 0.3073 loss_bbox_1: 0.1788 loss_giou_1: 0.3532 loss_ce_2: 0.2528 loss_bbox_2: 0.165 loss_giou_2: 0.3252 loss_ce_3: 0.2164 loss_bbox_3: 0.1567 loss_giou_3: 0.3157 loss_ce_4: 0.2048 loss_bbox_4: 0.1529 loss_giou_4: 0.3035 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 00:51:57] d2.utils.events INFO: eta: 1:03:29 iter: 436379 total_loss: 4.727 loss_ce: 0.1852 loss_bbox: 0.1503 loss_giou: 0.2829 loss_ce_0: 0.4246 loss_bbox_0: 0.2606 loss_giou_0: 0.4506 loss_ce_1: 0.3035 loss_bbox_1: 0.1838 loss_giou_1: 0.336 loss_ce_2: 0.2433 loss_bbox_2: 0.1623 loss_giou_2: 0.3091 loss_ce_3: 0.2027 loss_bbox_3: 0.1588 loss_giou_3: 0.2994 loss_ce_4: 0.1882 loss_bbox_4: 0.1583 loss_giou_4: 0.2838 time: 0.2799 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:03] d2.utils.events INFO: eta: 1:03:22 iter: 436399 total_loss: 4.607 loss_ce: 0.2107 loss_bbox: 0.1562 loss_giou: 0.288 loss_ce_0: 0.4333 loss_bbox_0: 0.2715 loss_giou_0: 0.4678 loss_ce_1: 0.3301 loss_bbox_1: 0.1881 loss_giou_1: 0.3267 loss_ce_2: 0.2614 loss_bbox_2: 0.1681 loss_giou_2: 0.3056 loss_ce_3: 0.229 loss_bbox_3: 0.163 loss_giou_3: 0.2954 loss_ce_4: 0.2104 loss_bbox_4: 0.1598 loss_giou_4: 0.2883 time: 0.2799 data_time: 0.0175 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:08] d2.utils.events INFO: eta: 1:03:16 iter: 436419 total_loss: 4.757 loss_ce: 0.2011 loss_bbox: 0.1498 loss_giou: 0.2877 loss_ce_0: 0.4215 loss_bbox_0: 0.2674 loss_giou_0: 0.4441 loss_ce_1: 0.3119 loss_bbox_1: 0.1821 loss_giou_1: 0.3347 loss_ce_2: 0.2534 loss_bbox_2: 0.1574 loss_giou_2: 0.3033 loss_ce_3: 0.2242 loss_bbox_3: 0.1555 loss_giou_3: 0.298 loss_ce_4: 0.2028 loss_bbox_4: 0.1518 loss_giou_4: 0.2914 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:14] d2.utils.events INFO: eta: 1:03:12 iter: 436439 total_loss: 5.003 loss_ce: 0.2052 loss_bbox: 0.1512 loss_giou: 0.3112 loss_ce_0: 0.4498 loss_bbox_0: 0.25 loss_giou_0: 0.4842 loss_ce_1: 0.3253 loss_bbox_1: 0.1769 loss_giou_1: 0.3683 loss_ce_2: 0.2712 loss_bbox_2: 0.1627 loss_giou_2: 0.3373 loss_ce_3: 0.2277 loss_bbox_3: 0.1552 loss_giou_3: 0.3196 loss_ce_4: 0.2063 loss_bbox_4: 0.154 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0223 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:20] d2.utils.events INFO: eta: 1:03:06 iter: 436459 total_loss: 4.855 loss_ce: 0.2017 loss_bbox: 0.1528 loss_giou: 0.3127 loss_ce_0: 0.4371 loss_bbox_0: 0.2678 loss_giou_0: 0.4732 loss_ce_1: 0.3151 loss_bbox_1: 0.1755 loss_giou_1: 0.3537 loss_ce_2: 0.2436 loss_bbox_2: 0.166 loss_giou_2: 0.334 loss_ce_3: 0.2204 loss_bbox_3: 0.1583 loss_giou_3: 0.3211 loss_ce_4: 0.202 loss_bbox_4: 0.155 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:26] d2.utils.events INFO: eta: 1:03:01 iter: 436479 total_loss: 4.521 loss_ce: 0.1789 loss_bbox: 0.1513 loss_giou: 0.3009 loss_ce_0: 0.4047 loss_bbox_0: 0.2588 loss_giou_0: 0.4632 loss_ce_1: 0.2994 loss_bbox_1: 0.1798 loss_giou_1: 0.3537 loss_ce_2: 0.237 loss_bbox_2: 0.1627 loss_giou_2: 0.3205 loss_ce_3: 0.2013 loss_bbox_3: 0.1552 loss_giou_3: 0.3141 loss_ce_4: 0.1933 loss_bbox_4: 0.1529 loss_giou_4: 0.3039 time: 0.2799 data_time: 0.0187 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:31] d2.utils.events INFO: eta: 1:02:56 iter: 436499 total_loss: 4.652 loss_ce: 0.1923 loss_bbox: 0.1444 loss_giou: 0.2991 loss_ce_0: 0.4043 loss_bbox_0: 0.2561 loss_giou_0: 0.4616 loss_ce_1: 0.2885 loss_bbox_1: 0.1761 loss_giou_1: 0.3456 loss_ce_2: 0.2365 loss_bbox_2: 0.1584 loss_giou_2: 0.3241 loss_ce_3: 0.2113 loss_bbox_3: 0.1514 loss_giou_3: 0.3134 loss_ce_4: 0.19 loss_bbox_4: 0.1449 loss_giou_4: 0.3046 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:37] d2.utils.events INFO: eta: 1:02:51 iter: 436519 total_loss: 4.763 loss_ce: 0.1983 loss_bbox: 0.1539 loss_giou: 0.3041 loss_ce_0: 0.4276 loss_bbox_0: 0.2681 loss_giou_0: 0.4868 loss_ce_1: 0.3139 loss_bbox_1: 0.1809 loss_giou_1: 0.3584 loss_ce_2: 0.2514 loss_bbox_2: 0.1688 loss_giou_2: 0.3344 loss_ce_3: 0.2261 loss_bbox_3: 0.1581 loss_giou_3: 0.3214 loss_ce_4: 0.2064 loss_bbox_4: 0.1561 loss_giou_4: 0.307 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:43] d2.utils.events INFO: eta: 1:02:45 iter: 436539 total_loss: 4.613 loss_ce: 0.2044 loss_bbox: 0.1579 loss_giou: 0.3055 loss_ce_0: 0.4143 loss_bbox_0: 0.2588 loss_giou_0: 0.4659 loss_ce_1: 0.3113 loss_bbox_1: 0.1809 loss_giou_1: 0.34 loss_ce_2: 0.2451 loss_bbox_2: 0.1669 loss_giou_2: 0.324 loss_ce_3: 0.2165 loss_bbox_3: 0.1576 loss_giou_3: 0.3121 loss_ce_4: 0.2068 loss_bbox_4: 0.1583 loss_giou_4: 0.3103 time: 0.2799 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:48] d2.utils.events INFO: eta: 1:02:39 iter: 436559 total_loss: 4.596 loss_ce: 0.1906 loss_bbox: 0.1529 loss_giou: 0.2979 loss_ce_0: 0.4101 loss_bbox_0: 0.2485 loss_giou_0: 0.4586 loss_ce_1: 0.2929 loss_bbox_1: 0.1795 loss_giou_1: 0.3524 loss_ce_2: 0.2337 loss_bbox_2: 0.1659 loss_giou_2: 0.3214 loss_ce_3: 0.2105 loss_bbox_3: 0.1642 loss_giou_3: 0.3095 loss_ce_4: 0.1919 loss_bbox_4: 0.1556 loss_giou_4: 0.3008 time: 0.2799 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 00:52:54] d2.utils.events INFO: eta: 1:02:34 iter: 436579 total_loss: 4.531 loss_ce: 0.1871 loss_bbox: 0.1526 loss_giou: 0.2803 loss_ce_0: 0.4214 loss_bbox_0: 0.2534 loss_giou_0: 0.4206 loss_ce_1: 0.3032 loss_bbox_1: 0.1834 loss_giou_1: 0.3274 loss_ce_2: 0.245 loss_bbox_2: 0.1644 loss_giou_2: 0.2994 loss_ce_3: 0.1957 loss_bbox_3: 0.1541 loss_giou_3: 0.2923 loss_ce_4: 0.1869 loss_bbox_4: 0.1547 loss_giou_4: 0.2862 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:00] d2.utils.events INFO: eta: 1:02:30 iter: 436599 total_loss: 4.668 loss_ce: 0.185 loss_bbox: 0.1592 loss_giou: 0.2899 loss_ce_0: 0.4099 loss_bbox_0: 0.2684 loss_giou_0: 0.4466 loss_ce_1: 0.2908 loss_bbox_1: 0.1856 loss_giou_1: 0.3413 loss_ce_2: 0.2368 loss_bbox_2: 0.1699 loss_giou_2: 0.3122 loss_ce_3: 0.2038 loss_bbox_3: 0.1618 loss_giou_3: 0.3041 loss_ce_4: 0.1932 loss_bbox_4: 0.159 loss_giou_4: 0.2984 time: 0.2799 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:05] d2.utils.events INFO: eta: 1:02:25 iter: 436619 total_loss: 4.676 loss_ce: 0.204 loss_bbox: 0.1493 loss_giou: 0.2911 loss_ce_0: 0.4295 loss_bbox_0: 0.2572 loss_giou_0: 0.4389 loss_ce_1: 0.3074 loss_bbox_1: 0.1865 loss_giou_1: 0.3372 loss_ce_2: 0.2432 loss_bbox_2: 0.1691 loss_giou_2: 0.3122 loss_ce_3: 0.2093 loss_bbox_3: 0.1609 loss_giou_3: 0.303 loss_ce_4: 0.1997 loss_bbox_4: 0.1558 loss_giou_4: 0.2975 time: 0.2799 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:11] d2.utils.events INFO: eta: 1:02:21 iter: 436639 total_loss: 4.635 loss_ce: 0.1807 loss_bbox: 0.1587 loss_giou: 0.2889 loss_ce_0: 0.4303 loss_bbox_0: 0.2606 loss_giou_0: 0.4384 loss_ce_1: 0.3144 loss_bbox_1: 0.1808 loss_giou_1: 0.3298 loss_ce_2: 0.2436 loss_bbox_2: 0.168 loss_giou_2: 0.3035 loss_ce_3: 0.2021 loss_bbox_3: 0.1637 loss_giou_3: 0.2966 loss_ce_4: 0.1864 loss_bbox_4: 0.1587 loss_giou_4: 0.2923 time: 0.2799 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:17] d2.utils.events INFO: eta: 1:02:17 iter: 436659 total_loss: 4.739 loss_ce: 0.1968 loss_bbox: 0.1419 loss_giou: 0.2966 loss_ce_0: 0.4224 loss_bbox_0: 0.2451 loss_giou_0: 0.4708 loss_ce_1: 0.3109 loss_bbox_1: 0.1786 loss_giou_1: 0.3397 loss_ce_2: 0.2443 loss_bbox_2: 0.1593 loss_giou_2: 0.3124 loss_ce_3: 0.2166 loss_bbox_3: 0.1528 loss_giou_3: 0.3063 loss_ce_4: 0.1976 loss_bbox_4: 0.1468 loss_giou_4: 0.3016 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:22] d2.utils.events INFO: eta: 1:02:12 iter: 436679 total_loss: 4.544 loss_ce: 0.1915 loss_bbox: 0.1463 loss_giou: 0.3006 loss_ce_0: 0.4132 loss_bbox_0: 0.2509 loss_giou_0: 0.4633 loss_ce_1: 0.3086 loss_bbox_1: 0.1758 loss_giou_1: 0.3449 loss_ce_2: 0.2386 loss_bbox_2: 0.1577 loss_giou_2: 0.3183 loss_ce_3: 0.2163 loss_bbox_3: 0.1562 loss_giou_3: 0.3155 loss_ce_4: 0.1881 loss_bbox_4: 0.1539 loss_giou_4: 0.3059 time: 0.2799 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:28] d2.utils.events INFO: eta: 1:02:06 iter: 436699 total_loss: 4.8 loss_ce: 0.1944 loss_bbox: 0.1699 loss_giou: 0.2964 loss_ce_0: 0.4487 loss_bbox_0: 0.2637 loss_giou_0: 0.4518 loss_ce_1: 0.3314 loss_bbox_1: 0.1928 loss_giou_1: 0.3385 loss_ce_2: 0.2609 loss_bbox_2: 0.1754 loss_giou_2: 0.3142 loss_ce_3: 0.2281 loss_bbox_3: 0.1701 loss_giou_3: 0.2994 loss_ce_4: 0.1982 loss_bbox_4: 0.1704 loss_giou_4: 0.3011 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:34] d2.utils.events INFO: eta: 1:01:58 iter: 436719 total_loss: 4.711 loss_ce: 0.1941 loss_bbox: 0.1457 loss_giou: 0.2968 loss_ce_0: 0.4232 loss_bbox_0: 0.2376 loss_giou_0: 0.4583 loss_ce_1: 0.3022 loss_bbox_1: 0.1718 loss_giou_1: 0.3382 loss_ce_2: 0.243 loss_bbox_2: 0.1559 loss_giou_2: 0.3116 loss_ce_3: 0.2038 loss_bbox_3: 0.1525 loss_giou_3: 0.3081 loss_ce_4: 0.1998 loss_bbox_4: 0.145 loss_giou_4: 0.3065 time: 0.2799 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:39] d2.utils.events INFO: eta: 1:01:53 iter: 436739 total_loss: 4.598 loss_ce: 0.2031 loss_bbox: 0.1448 loss_giou: 0.2857 loss_ce_0: 0.4079 loss_bbox_0: 0.2524 loss_giou_0: 0.4576 loss_ce_1: 0.3004 loss_bbox_1: 0.1766 loss_giou_1: 0.3329 loss_ce_2: 0.2378 loss_bbox_2: 0.1617 loss_giou_2: 0.3066 loss_ce_3: 0.2135 loss_bbox_3: 0.1486 loss_giou_3: 0.2913 loss_ce_4: 0.1973 loss_bbox_4: 0.15 loss_giou_4: 0.2898 time: 0.2799 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:45] d2.utils.events INFO: eta: 1:01:47 iter: 436759 total_loss: 4.853 loss_ce: 0.2155 loss_bbox: 0.1532 loss_giou: 0.3165 loss_ce_0: 0.4231 loss_bbox_0: 0.2603 loss_giou_0: 0.4809 loss_ce_1: 0.3136 loss_bbox_1: 0.1889 loss_giou_1: 0.3651 loss_ce_2: 0.253 loss_bbox_2: 0.1673 loss_giou_2: 0.3375 loss_ce_3: 0.2226 loss_bbox_3: 0.1597 loss_giou_3: 0.331 loss_ce_4: 0.2148 loss_bbox_4: 0.1578 loss_giou_4: 0.3252 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:51] d2.utils.events INFO: eta: 1:01:42 iter: 436779 total_loss: 4.8 loss_ce: 0.1979 loss_bbox: 0.1516 loss_giou: 0.3058 loss_ce_0: 0.4339 loss_bbox_0: 0.264 loss_giou_0: 0.5062 loss_ce_1: 0.3152 loss_bbox_1: 0.1714 loss_giou_1: 0.3561 loss_ce_2: 0.2614 loss_bbox_2: 0.1624 loss_giou_2: 0.3273 loss_ce_3: 0.2217 loss_bbox_3: 0.1563 loss_giou_3: 0.3206 loss_ce_4: 0.2014 loss_bbox_4: 0.1573 loss_giou_4: 0.3096 time: 0.2799 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 00:53:56] d2.utils.events INFO: eta: 1:01:36 iter: 436799 total_loss: 4.344 loss_ce: 0.1702 loss_bbox: 0.139 loss_giou: 0.2904 loss_ce_0: 0.4151 loss_bbox_0: 0.2421 loss_giou_0: 0.4478 loss_ce_1: 0.2983 loss_bbox_1: 0.1675 loss_giou_1: 0.336 loss_ce_2: 0.2221 loss_bbox_2: 0.1497 loss_giou_2: 0.3021 loss_ce_3: 0.2018 loss_bbox_3: 0.1444 loss_giou_3: 0.2954 loss_ce_4: 0.1737 loss_bbox_4: 0.1412 loss_giou_4: 0.2892 time: 0.2799 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:02] d2.utils.events INFO: eta: 1:01:31 iter: 436819 total_loss: 4.744 loss_ce: 0.2064 loss_bbox: 0.1472 loss_giou: 0.2967 loss_ce_0: 0.4269 loss_bbox_0: 0.2576 loss_giou_0: 0.4865 loss_ce_1: 0.307 loss_bbox_1: 0.176 loss_giou_1: 0.347 loss_ce_2: 0.2503 loss_bbox_2: 0.1567 loss_giou_2: 0.3203 loss_ce_3: 0.2222 loss_bbox_3: 0.1537 loss_giou_3: 0.3087 loss_ce_4: 0.2068 loss_bbox_4: 0.1508 loss_giou_4: 0.3047 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:08] d2.utils.events INFO: eta: 1:01:27 iter: 436839 total_loss: 4.957 loss_ce: 0.2032 loss_bbox: 0.1623 loss_giou: 0.3207 loss_ce_0: 0.4372 loss_bbox_0: 0.2657 loss_giou_0: 0.4766 loss_ce_1: 0.3304 loss_bbox_1: 0.1879 loss_giou_1: 0.3644 loss_ce_2: 0.2608 loss_bbox_2: 0.1676 loss_giou_2: 0.3398 loss_ce_3: 0.2312 loss_bbox_3: 0.1643 loss_giou_3: 0.3289 loss_ce_4: 0.2128 loss_bbox_4: 0.1625 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:13] d2.utils.events INFO: eta: 1:01:22 iter: 436859 total_loss: 4.822 loss_ce: 0.212 loss_bbox: 0.1601 loss_giou: 0.3076 loss_ce_0: 0.4339 loss_bbox_0: 0.2766 loss_giou_0: 0.4773 loss_ce_1: 0.3305 loss_bbox_1: 0.1886 loss_giou_1: 0.3531 loss_ce_2: 0.2817 loss_bbox_2: 0.1722 loss_giou_2: 0.3252 loss_ce_3: 0.2321 loss_bbox_3: 0.166 loss_giou_3: 0.3118 loss_ce_4: 0.2173 loss_bbox_4: 0.1643 loss_giou_4: 0.3062 time: 0.2799 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:19] d2.utils.events INFO: eta: 1:01:15 iter: 436879 total_loss: 4.894 loss_ce: 0.1999 loss_bbox: 0.1686 loss_giou: 0.2947 loss_ce_0: 0.4224 loss_bbox_0: 0.2698 loss_giou_0: 0.4752 loss_ce_1: 0.3169 loss_bbox_1: 0.1948 loss_giou_1: 0.3579 loss_ce_2: 0.257 loss_bbox_2: 0.1798 loss_giou_2: 0.3206 loss_ce_3: 0.2251 loss_bbox_3: 0.1748 loss_giou_3: 0.3067 loss_ce_4: 0.2117 loss_bbox_4: 0.1704 loss_giou_4: 0.2997 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:25] d2.utils.events INFO: eta: 1:01:10 iter: 436899 total_loss: 4.975 loss_ce: 0.2115 loss_bbox: 0.1625 loss_giou: 0.308 loss_ce_0: 0.4384 loss_bbox_0: 0.2718 loss_giou_0: 0.4746 loss_ce_1: 0.3279 loss_bbox_1: 0.1894 loss_giou_1: 0.3478 loss_ce_2: 0.2674 loss_bbox_2: 0.1728 loss_giou_2: 0.3227 loss_ce_3: 0.232 loss_bbox_3: 0.1653 loss_giou_3: 0.3154 loss_ce_4: 0.2116 loss_bbox_4: 0.1656 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:30] d2.utils.events INFO: eta: 1:01:03 iter: 436919 total_loss: 4.917 loss_ce: 0.1957 loss_bbox: 0.1585 loss_giou: 0.2998 loss_ce_0: 0.4362 loss_bbox_0: 0.2539 loss_giou_0: 0.4681 loss_ce_1: 0.311 loss_bbox_1: 0.1765 loss_giou_1: 0.3417 loss_ce_2: 0.2509 loss_bbox_2: 0.1714 loss_giou_2: 0.3209 loss_ce_3: 0.2178 loss_bbox_3: 0.1642 loss_giou_3: 0.3095 loss_ce_4: 0.2035 loss_bbox_4: 0.1608 loss_giou_4: 0.3044 time: 0.2799 data_time: 0.0163 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:36] d2.utils.events INFO: eta: 1:00:56 iter: 436939 total_loss: 4.629 loss_ce: 0.1754 loss_bbox: 0.1397 loss_giou: 0.2978 loss_ce_0: 0.4114 loss_bbox_0: 0.2429 loss_giou_0: 0.4444 loss_ce_1: 0.2933 loss_bbox_1: 0.1714 loss_giou_1: 0.3391 loss_ce_2: 0.2291 loss_bbox_2: 0.1545 loss_giou_2: 0.3155 loss_ce_3: 0.1927 loss_bbox_3: 0.1522 loss_giou_3: 0.3131 loss_ce_4: 0.1847 loss_bbox_4: 0.1472 loss_giou_4: 0.3046 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:42] d2.utils.events INFO: eta: 1:00:52 iter: 436959 total_loss: 4.974 loss_ce: 0.1997 loss_bbox: 0.1525 loss_giou: 0.3063 loss_ce_0: 0.4292 loss_bbox_0: 0.2546 loss_giou_0: 0.4865 loss_ce_1: 0.3244 loss_bbox_1: 0.1747 loss_giou_1: 0.3538 loss_ce_2: 0.2628 loss_bbox_2: 0.1645 loss_giou_2: 0.3293 loss_ce_3: 0.2274 loss_bbox_3: 0.1614 loss_giou_3: 0.3163 loss_ce_4: 0.2117 loss_bbox_4: 0.1584 loss_giou_4: 0.3094 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:47] d2.utils.events INFO: eta: 1:00:43 iter: 436979 total_loss: 4.594 loss_ce: 0.1857 loss_bbox: 0.1577 loss_giou: 0.2958 loss_ce_0: 0.4148 loss_bbox_0: 0.2552 loss_giou_0: 0.4454 loss_ce_1: 0.2941 loss_bbox_1: 0.1807 loss_giou_1: 0.3394 loss_ce_2: 0.2395 loss_bbox_2: 0.1615 loss_giou_2: 0.3119 loss_ce_3: 0.2055 loss_bbox_3: 0.1612 loss_giou_3: 0.301 loss_ce_4: 0.193 loss_bbox_4: 0.1591 loss_giou_4: 0.2983 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:53] d2.utils.events INFO: eta: 1:00:40 iter: 436999 total_loss: 4.785 loss_ce: 0.2002 loss_bbox: 0.1605 loss_giou: 0.308 loss_ce_0: 0.4226 loss_bbox_0: 0.2602 loss_giou_0: 0.4631 loss_ce_1: 0.303 loss_bbox_1: 0.1904 loss_giou_1: 0.3559 loss_ce_2: 0.2513 loss_bbox_2: 0.1686 loss_giou_2: 0.3201 loss_ce_3: 0.226 loss_bbox_3: 0.1648 loss_giou_3: 0.3203 loss_ce_4: 0.2052 loss_bbox_4: 0.1606 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/04 00:54:59] d2.utils.events INFO: eta: 1:00:35 iter: 437019 total_loss: 4.901 loss_ce: 0.2061 loss_bbox: 0.1504 loss_giou: 0.3124 loss_ce_0: 0.4244 loss_bbox_0: 0.2674 loss_giou_0: 0.471 loss_ce_1: 0.3207 loss_bbox_1: 0.1787 loss_giou_1: 0.3507 loss_ce_2: 0.2616 loss_bbox_2: 0.1599 loss_giou_2: 0.3289 loss_ce_3: 0.2234 loss_bbox_3: 0.1589 loss_giou_3: 0.318 loss_ce_4: 0.2107 loss_bbox_4: 0.1547 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:05] d2.utils.events INFO: eta: 1:00:30 iter: 437039 total_loss: 4.477 loss_ce: 0.1875 loss_bbox: 0.1527 loss_giou: 0.2927 loss_ce_0: 0.401 loss_bbox_0: 0.2586 loss_giou_0: 0.4419 loss_ce_1: 0.2928 loss_bbox_1: 0.1777 loss_giou_1: 0.3286 loss_ce_2: 0.2373 loss_bbox_2: 0.165 loss_giou_2: 0.304 loss_ce_3: 0.2087 loss_bbox_3: 0.1561 loss_giou_3: 0.2976 loss_ce_4: 0.1912 loss_bbox_4: 0.153 loss_giou_4: 0.293 time: 0.2799 data_time: 0.0215 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:10] d2.utils.events INFO: eta: 1:00:25 iter: 437059 total_loss: 4.722 loss_ce: 0.1995 loss_bbox: 0.1505 loss_giou: 0.3118 loss_ce_0: 0.4245 loss_bbox_0: 0.2508 loss_giou_0: 0.5087 loss_ce_1: 0.3204 loss_bbox_1: 0.1822 loss_giou_1: 0.3695 loss_ce_2: 0.255 loss_bbox_2: 0.1676 loss_giou_2: 0.3391 loss_ce_3: 0.2095 loss_bbox_3: 0.1565 loss_giou_3: 0.3204 loss_ce_4: 0.1978 loss_bbox_4: 0.1528 loss_giou_4: 0.3172 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:16] d2.utils.events INFO: eta: 1:00:19 iter: 437079 total_loss: 4.915 loss_ce: 0.2027 loss_bbox: 0.1584 loss_giou: 0.2996 loss_ce_0: 0.4246 loss_bbox_0: 0.2655 loss_giou_0: 0.4559 loss_ce_1: 0.313 loss_bbox_1: 0.1857 loss_giou_1: 0.344 loss_ce_2: 0.2518 loss_bbox_2: 0.1696 loss_giou_2: 0.3168 loss_ce_3: 0.2183 loss_bbox_3: 0.1628 loss_giou_3: 0.3061 loss_ce_4: 0.2064 loss_bbox_4: 0.1591 loss_giou_4: 0.3047 time: 0.2799 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:22] d2.utils.events INFO: eta: 1:00:13 iter: 437099 total_loss: 4.725 loss_ce: 0.2078 loss_bbox: 0.1538 loss_giou: 0.2869 loss_ce_0: 0.4356 loss_bbox_0: 0.273 loss_giou_0: 0.4543 loss_ce_1: 0.3258 loss_bbox_1: 0.1873 loss_giou_1: 0.3355 loss_ce_2: 0.2531 loss_bbox_2: 0.1677 loss_giou_2: 0.307 loss_ce_3: 0.2211 loss_bbox_3: 0.1632 loss_giou_3: 0.3007 loss_ce_4: 0.2087 loss_bbox_4: 0.1576 loss_giou_4: 0.2915 time: 0.2799 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:27] d2.utils.events INFO: eta: 1:00:08 iter: 437119 total_loss: 4.603 loss_ce: 0.207 loss_bbox: 0.1471 loss_giou: 0.2987 loss_ce_0: 0.4249 loss_bbox_0: 0.2476 loss_giou_0: 0.4686 loss_ce_1: 0.3128 loss_bbox_1: 0.1686 loss_giou_1: 0.346 loss_ce_2: 0.2546 loss_bbox_2: 0.1522 loss_giou_2: 0.315 loss_ce_3: 0.2212 loss_bbox_3: 0.1468 loss_giou_3: 0.3089 loss_ce_4: 0.2081 loss_bbox_4: 0.1456 loss_giou_4: 0.3024 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:33] d2.utils.events INFO: eta: 1:00:01 iter: 437139 total_loss: 4.811 loss_ce: 0.2004 loss_bbox: 0.1572 loss_giou: 0.3018 loss_ce_0: 0.4395 loss_bbox_0: 0.2654 loss_giou_0: 0.4565 loss_ce_1: 0.3145 loss_bbox_1: 0.1798 loss_giou_1: 0.3377 loss_ce_2: 0.2519 loss_bbox_2: 0.1686 loss_giou_2: 0.3116 loss_ce_3: 0.224 loss_bbox_3: 0.1583 loss_giou_3: 0.305 loss_ce_4: 0.2106 loss_bbox_4: 0.158 loss_giou_4: 0.3027 time: 0.2799 data_time: 0.0218 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:39] d2.utils.events INFO: eta: 0:59:56 iter: 437159 total_loss: 4.536 loss_ce: 0.1888 loss_bbox: 0.1569 loss_giou: 0.2977 loss_ce_0: 0.4068 loss_bbox_0: 0.2497 loss_giou_0: 0.4611 loss_ce_1: 0.2896 loss_bbox_1: 0.1784 loss_giou_1: 0.3399 loss_ce_2: 0.2357 loss_bbox_2: 0.166 loss_giou_2: 0.3103 loss_ce_3: 0.206 loss_bbox_3: 0.1581 loss_giou_3: 0.3045 loss_ce_4: 0.1907 loss_bbox_4: 0.153 loss_giou_4: 0.3001 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:44] d2.utils.events INFO: eta: 0:59:50 iter: 437179 total_loss: 4.964 loss_ce: 0.2164 loss_bbox: 0.1503 loss_giou: 0.3103 loss_ce_0: 0.4305 loss_bbox_0: 0.2619 loss_giou_0: 0.4637 loss_ce_1: 0.3331 loss_bbox_1: 0.1816 loss_giou_1: 0.353 loss_ce_2: 0.2707 loss_bbox_2: 0.1656 loss_giou_2: 0.3289 loss_ce_3: 0.2427 loss_bbox_3: 0.1556 loss_giou_3: 0.3246 loss_ce_4: 0.2226 loss_bbox_4: 0.1532 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:50] d2.utils.events INFO: eta: 0:59:46 iter: 437199 total_loss: 4.697 loss_ce: 0.1913 loss_bbox: 0.1474 loss_giou: 0.2939 loss_ce_0: 0.4121 loss_bbox_0: 0.2534 loss_giou_0: 0.4616 loss_ce_1: 0.3027 loss_bbox_1: 0.1744 loss_giou_1: 0.3396 loss_ce_2: 0.2408 loss_bbox_2: 0.1583 loss_giou_2: 0.3187 loss_ce_3: 0.2111 loss_bbox_3: 0.1531 loss_giou_3: 0.3098 loss_ce_4: 0.1978 loss_bbox_4: 0.1488 loss_giou_4: 0.3032 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 00:55:56] d2.utils.events INFO: eta: 0:59:41 iter: 437219 total_loss: 5.025 loss_ce: 0.2269 loss_bbox: 0.1612 loss_giou: 0.3068 loss_ce_0: 0.4268 loss_bbox_0: 0.2614 loss_giou_0: 0.455 loss_ce_1: 0.3214 loss_bbox_1: 0.1842 loss_giou_1: 0.3432 loss_ce_2: 0.2715 loss_bbox_2: 0.1722 loss_giou_2: 0.3211 loss_ce_3: 0.2388 loss_bbox_3: 0.1701 loss_giou_3: 0.3098 loss_ce_4: 0.2312 loss_bbox_4: 0.1676 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:01] d2.utils.events INFO: eta: 0:59:37 iter: 437239 total_loss: 4.875 loss_ce: 0.2157 loss_bbox: 0.1623 loss_giou: 0.2944 loss_ce_0: 0.4303 loss_bbox_0: 0.2745 loss_giou_0: 0.4629 loss_ce_1: 0.3216 loss_bbox_1: 0.189 loss_giou_1: 0.3452 loss_ce_2: 0.2603 loss_bbox_2: 0.1778 loss_giou_2: 0.3193 loss_ce_3: 0.2338 loss_bbox_3: 0.1704 loss_giou_3: 0.3104 loss_ce_4: 0.2261 loss_bbox_4: 0.1661 loss_giou_4: 0.3056 time: 0.2799 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:07] d2.utils.events INFO: eta: 0:59:33 iter: 437259 total_loss: 4.926 loss_ce: 0.2027 loss_bbox: 0.1573 loss_giou: 0.3148 loss_ce_0: 0.4274 loss_bbox_0: 0.2627 loss_giou_0: 0.4733 loss_ce_1: 0.3183 loss_bbox_1: 0.1898 loss_giou_1: 0.3596 loss_ce_2: 0.259 loss_bbox_2: 0.1785 loss_giou_2: 0.3359 loss_ce_3: 0.2148 loss_bbox_3: 0.1604 loss_giou_3: 0.3247 loss_ce_4: 0.2041 loss_bbox_4: 0.1664 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:13] d2.utils.events INFO: eta: 0:59:28 iter: 437279 total_loss: 4.452 loss_ce: 0.1887 loss_bbox: 0.1474 loss_giou: 0.2888 loss_ce_0: 0.4233 loss_bbox_0: 0.2543 loss_giou_0: 0.4511 loss_ce_1: 0.3162 loss_bbox_1: 0.1758 loss_giou_1: 0.3354 loss_ce_2: 0.2533 loss_bbox_2: 0.1619 loss_giou_2: 0.3026 loss_ce_3: 0.2115 loss_bbox_3: 0.1519 loss_giou_3: 0.2953 loss_ce_4: 0.1947 loss_bbox_4: 0.153 loss_giou_4: 0.2908 time: 0.2799 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:18] d2.utils.events INFO: eta: 0:59:23 iter: 437299 total_loss: 4.529 loss_ce: 0.1798 loss_bbox: 0.1452 loss_giou: 0.2825 loss_ce_0: 0.4142 loss_bbox_0: 0.2553 loss_giou_0: 0.4612 loss_ce_1: 0.3014 loss_bbox_1: 0.1684 loss_giou_1: 0.3305 loss_ce_2: 0.2338 loss_bbox_2: 0.1586 loss_giou_2: 0.3144 loss_ce_3: 0.2106 loss_bbox_3: 0.1492 loss_giou_3: 0.2998 loss_ce_4: 0.19 loss_bbox_4: 0.1478 loss_giou_4: 0.2889 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:24] d2.utils.events INFO: eta: 0:59:17 iter: 437319 total_loss: 4.66 loss_ce: 0.1929 loss_bbox: 0.1518 loss_giou: 0.3029 loss_ce_0: 0.4166 loss_bbox_0: 0.2507 loss_giou_0: 0.4702 loss_ce_1: 0.2974 loss_bbox_1: 0.1794 loss_giou_1: 0.3398 loss_ce_2: 0.2328 loss_bbox_2: 0.1597 loss_giou_2: 0.312 loss_ce_3: 0.2062 loss_bbox_3: 0.1552 loss_giou_3: 0.3071 loss_ce_4: 0.1954 loss_bbox_4: 0.1544 loss_giou_4: 0.3021 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:30] d2.utils.events INFO: eta: 0:59:11 iter: 437339 total_loss: 4.753 loss_ce: 0.1976 loss_bbox: 0.1469 loss_giou: 0.3056 loss_ce_0: 0.4067 loss_bbox_0: 0.2618 loss_giou_0: 0.4887 loss_ce_1: 0.3045 loss_bbox_1: 0.1823 loss_giou_1: 0.3595 loss_ce_2: 0.2475 loss_bbox_2: 0.1631 loss_giou_2: 0.3301 loss_ce_3: 0.2138 loss_bbox_3: 0.1548 loss_giou_3: 0.3164 loss_ce_4: 0.1986 loss_bbox_4: 0.1512 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:35] d2.utils.events INFO: eta: 0:59:06 iter: 437359 total_loss: 4.543 loss_ce: 0.1898 loss_bbox: 0.1465 loss_giou: 0.2869 loss_ce_0: 0.4082 loss_bbox_0: 0.2533 loss_giou_0: 0.4213 loss_ce_1: 0.3041 loss_bbox_1: 0.1739 loss_giou_1: 0.3215 loss_ce_2: 0.2468 loss_bbox_2: 0.1574 loss_giou_2: 0.2935 loss_ce_3: 0.2112 loss_bbox_3: 0.1537 loss_giou_3: 0.293 loss_ce_4: 0.2077 loss_bbox_4: 0.1497 loss_giou_4: 0.2924 time: 0.2799 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:41] d2.utils.events INFO: eta: 0:58:59 iter: 437379 total_loss: 4.462 loss_ce: 0.182 loss_bbox: 0.1457 loss_giou: 0.2833 loss_ce_0: 0.412 loss_bbox_0: 0.2492 loss_giou_0: 0.4434 loss_ce_1: 0.2997 loss_bbox_1: 0.1655 loss_giou_1: 0.3228 loss_ce_2: 0.2381 loss_bbox_2: 0.1552 loss_giou_2: 0.2945 loss_ce_3: 0.2007 loss_bbox_3: 0.1514 loss_giou_3: 0.2909 loss_ce_4: 0.1854 loss_bbox_4: 0.1498 loss_giou_4: 0.2858 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:46] d2.utils.events INFO: eta: 0:58:54 iter: 437399 total_loss: 4.753 loss_ce: 0.213 loss_bbox: 0.1508 loss_giou: 0.2978 loss_ce_0: 0.4259 loss_bbox_0: 0.2494 loss_giou_0: 0.4687 loss_ce_1: 0.3225 loss_bbox_1: 0.18 loss_giou_1: 0.3437 loss_ce_2: 0.2564 loss_bbox_2: 0.1592 loss_giou_2: 0.315 loss_ce_3: 0.2259 loss_bbox_3: 0.1582 loss_giou_3: 0.3001 loss_ce_4: 0.2182 loss_bbox_4: 0.1545 loss_giou_4: 0.3017 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:52] d2.utils.events INFO: eta: 0:58:48 iter: 437419 total_loss: 4.894 loss_ce: 0.218 loss_bbox: 0.1491 loss_giou: 0.31 loss_ce_0: 0.454 loss_bbox_0: 0.2651 loss_giou_0: 0.4714 loss_ce_1: 0.3485 loss_bbox_1: 0.1872 loss_giou_1: 0.35 loss_ce_2: 0.2751 loss_bbox_2: 0.162 loss_giou_2: 0.33 loss_ce_3: 0.2552 loss_bbox_3: 0.1586 loss_giou_3: 0.3195 loss_ce_4: 0.234 loss_bbox_4: 0.1528 loss_giou_4: 0.3123 time: 0.2799 data_time: 0.0251 lr: 2.5e-07 max_mem: 5427M [11/04 00:56:58] d2.utils.events INFO: eta: 0:58:42 iter: 437439 total_loss: 4.612 loss_ce: 0.1947 loss_bbox: 0.1516 loss_giou: 0.2933 loss_ce_0: 0.4194 loss_bbox_0: 0.26 loss_giou_0: 0.4605 loss_ce_1: 0.3114 loss_bbox_1: 0.1869 loss_giou_1: 0.3402 loss_ce_2: 0.2391 loss_bbox_2: 0.1689 loss_giou_2: 0.313 loss_ce_3: 0.2135 loss_bbox_3: 0.161 loss_giou_3: 0.2953 loss_ce_4: 0.1986 loss_bbox_4: 0.1532 loss_giou_4: 0.2934 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:04] d2.utils.events INFO: eta: 0:58:36 iter: 437459 total_loss: 4.794 loss_ce: 0.2063 loss_bbox: 0.1451 loss_giou: 0.3107 loss_ce_0: 0.4247 loss_bbox_0: 0.2413 loss_giou_0: 0.4815 loss_ce_1: 0.3214 loss_bbox_1: 0.169 loss_giou_1: 0.3553 loss_ce_2: 0.2484 loss_bbox_2: 0.16 loss_giou_2: 0.3343 loss_ce_3: 0.2352 loss_bbox_3: 0.149 loss_giou_3: 0.3229 loss_ce_4: 0.2083 loss_bbox_4: 0.1459 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:09] d2.utils.events INFO: eta: 0:58:31 iter: 437479 total_loss: 5.028 loss_ce: 0.2117 loss_bbox: 0.155 loss_giou: 0.3264 loss_ce_0: 0.4422 loss_bbox_0: 0.264 loss_giou_0: 0.4853 loss_ce_1: 0.3238 loss_bbox_1: 0.1797 loss_giou_1: 0.3573 loss_ce_2: 0.2704 loss_bbox_2: 0.1622 loss_giou_2: 0.3405 loss_ce_3: 0.2337 loss_bbox_3: 0.16 loss_giou_3: 0.3328 loss_ce_4: 0.2153 loss_bbox_4: 0.1534 loss_giou_4: 0.3237 time: 0.2799 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:15] d2.utils.events INFO: eta: 0:58:26 iter: 437499 total_loss: 4.764 loss_ce: 0.1928 loss_bbox: 0.1622 loss_giou: 0.3018 loss_ce_0: 0.436 loss_bbox_0: 0.2566 loss_giou_0: 0.4642 loss_ce_1: 0.3171 loss_bbox_1: 0.1845 loss_giou_1: 0.3487 loss_ce_2: 0.2586 loss_bbox_2: 0.1702 loss_giou_2: 0.3314 loss_ce_3: 0.2135 loss_bbox_3: 0.1706 loss_giou_3: 0.321 loss_ce_4: 0.2018 loss_bbox_4: 0.1631 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0344 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:21] d2.utils.events INFO: eta: 0:58:20 iter: 437519 total_loss: 4.934 loss_ce: 0.2059 loss_bbox: 0.1567 loss_giou: 0.309 loss_ce_0: 0.432 loss_bbox_0: 0.2591 loss_giou_0: 0.4737 loss_ce_1: 0.3047 loss_bbox_1: 0.1821 loss_giou_1: 0.3555 loss_ce_2: 0.2537 loss_bbox_2: 0.1664 loss_giou_2: 0.3276 loss_ce_3: 0.2246 loss_bbox_3: 0.1655 loss_giou_3: 0.3179 loss_ce_4: 0.2138 loss_bbox_4: 0.1576 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:26] d2.utils.events INFO: eta: 0:58:14 iter: 437539 total_loss: 4.469 loss_ce: 0.1825 loss_bbox: 0.1514 loss_giou: 0.2689 loss_ce_0: 0.4165 loss_bbox_0: 0.2516 loss_giou_0: 0.4168 loss_ce_1: 0.2954 loss_bbox_1: 0.1749 loss_giou_1: 0.3121 loss_ce_2: 0.2446 loss_bbox_2: 0.1625 loss_giou_2: 0.2889 loss_ce_3: 0.2061 loss_bbox_3: 0.1584 loss_giou_3: 0.2801 loss_ce_4: 0.1932 loss_bbox_4: 0.1543 loss_giou_4: 0.27 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:32] d2.utils.events INFO: eta: 0:58:08 iter: 437559 total_loss: 4.715 loss_ce: 0.1901 loss_bbox: 0.1603 loss_giou: 0.2834 loss_ce_0: 0.4203 loss_bbox_0: 0.2693 loss_giou_0: 0.4449 loss_ce_1: 0.3043 loss_bbox_1: 0.1856 loss_giou_1: 0.3311 loss_ce_2: 0.2507 loss_bbox_2: 0.1717 loss_giou_2: 0.3018 loss_ce_3: 0.2106 loss_bbox_3: 0.1687 loss_giou_3: 0.2935 loss_ce_4: 0.1916 loss_bbox_4: 0.1626 loss_giou_4: 0.2888 time: 0.2799 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:38] d2.utils.events INFO: eta: 0:58:02 iter: 437579 total_loss: 4.196 loss_ce: 0.1705 loss_bbox: 0.1373 loss_giou: 0.2722 loss_ce_0: 0.4041 loss_bbox_0: 0.2369 loss_giou_0: 0.4122 loss_ce_1: 0.2816 loss_bbox_1: 0.1665 loss_giou_1: 0.3042 loss_ce_2: 0.2201 loss_bbox_2: 0.1517 loss_giou_2: 0.2811 loss_ce_3: 0.1784 loss_bbox_3: 0.1455 loss_giou_3: 0.2726 loss_ce_4: 0.1759 loss_bbox_4: 0.1395 loss_giou_4: 0.2733 time: 0.2799 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:43] d2.utils.events INFO: eta: 0:57:56 iter: 437599 total_loss: 4.815 loss_ce: 0.1973 loss_bbox: 0.1653 loss_giou: 0.3064 loss_ce_0: 0.434 loss_bbox_0: 0.2716 loss_giou_0: 0.4638 loss_ce_1: 0.3167 loss_bbox_1: 0.1914 loss_giou_1: 0.3541 loss_ce_2: 0.25 loss_bbox_2: 0.1741 loss_giou_2: 0.324 loss_ce_3: 0.2193 loss_bbox_3: 0.1668 loss_giou_3: 0.3159 loss_ce_4: 0.2005 loss_bbox_4: 0.1633 loss_giou_4: 0.3078 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:49] d2.utils.events INFO: eta: 0:57:52 iter: 437619 total_loss: 4.918 loss_ce: 0.2104 loss_bbox: 0.1577 loss_giou: 0.3237 loss_ce_0: 0.4279 loss_bbox_0: 0.2726 loss_giou_0: 0.4931 loss_ce_1: 0.3291 loss_bbox_1: 0.1831 loss_giou_1: 0.3622 loss_ce_2: 0.2652 loss_bbox_2: 0.1678 loss_giou_2: 0.338 loss_ce_3: 0.2279 loss_bbox_3: 0.1598 loss_giou_3: 0.3255 loss_ce_4: 0.2162 loss_bbox_4: 0.1609 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0217 lr: 2.5e-07 max_mem: 5427M [11/04 00:57:55] d2.utils.events INFO: eta: 0:57:46 iter: 437639 total_loss: 4.808 loss_ce: 0.2069 loss_bbox: 0.1547 loss_giou: 0.2943 loss_ce_0: 0.4447 loss_bbox_0: 0.2726 loss_giou_0: 0.4394 loss_ce_1: 0.3226 loss_bbox_1: 0.1907 loss_giou_1: 0.3274 loss_ce_2: 0.2647 loss_bbox_2: 0.1694 loss_giou_2: 0.3091 loss_ce_3: 0.2268 loss_bbox_3: 0.1629 loss_giou_3: 0.3047 loss_ce_4: 0.2059 loss_bbox_4: 0.1592 loss_giou_4: 0.3008 time: 0.2799 data_time: 0.0214 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:00] d2.utils.events INFO: eta: 0:57:38 iter: 437659 total_loss: 4.785 loss_ce: 0.1903 loss_bbox: 0.1513 loss_giou: 0.2929 loss_ce_0: 0.4317 loss_bbox_0: 0.2643 loss_giou_0: 0.4551 loss_ce_1: 0.3094 loss_bbox_1: 0.1853 loss_giou_1: 0.3274 loss_ce_2: 0.2483 loss_bbox_2: 0.1671 loss_giou_2: 0.3155 loss_ce_3: 0.2115 loss_bbox_3: 0.1611 loss_giou_3: 0.3037 loss_ce_4: 0.2003 loss_bbox_4: 0.1532 loss_giou_4: 0.2982 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:06] d2.utils.events INFO: eta: 0:57:31 iter: 437679 total_loss: 4.724 loss_ce: 0.1921 loss_bbox: 0.1558 loss_giou: 0.2951 loss_ce_0: 0.4226 loss_bbox_0: 0.2576 loss_giou_0: 0.4283 loss_ce_1: 0.3294 loss_bbox_1: 0.1842 loss_giou_1: 0.3263 loss_ce_2: 0.2555 loss_bbox_2: 0.1664 loss_giou_2: 0.3174 loss_ce_3: 0.2155 loss_bbox_3: 0.1628 loss_giou_3: 0.3039 loss_ce_4: 0.1986 loss_bbox_4: 0.159 loss_giou_4: 0.2989 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:11] d2.utils.events INFO: eta: 0:57:25 iter: 437699 total_loss: 4.626 loss_ce: 0.2016 loss_bbox: 0.1547 loss_giou: 0.2938 loss_ce_0: 0.4078 loss_bbox_0: 0.2532 loss_giou_0: 0.4409 loss_ce_1: 0.2989 loss_bbox_1: 0.1772 loss_giou_1: 0.333 loss_ce_2: 0.2353 loss_bbox_2: 0.166 loss_giou_2: 0.3135 loss_ce_3: 0.2076 loss_bbox_3: 0.1603 loss_giou_3: 0.3 loss_ce_4: 0.1942 loss_bbox_4: 0.1582 loss_giou_4: 0.2945 time: 0.2799 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:17] d2.utils.events INFO: eta: 0:57:21 iter: 437719 total_loss: 4.725 loss_ce: 0.1961 loss_bbox: 0.1508 loss_giou: 0.3072 loss_ce_0: 0.4283 loss_bbox_0: 0.2607 loss_giou_0: 0.4823 loss_ce_1: 0.3111 loss_bbox_1: 0.1813 loss_giou_1: 0.3587 loss_ce_2: 0.249 loss_bbox_2: 0.1615 loss_giou_2: 0.3259 loss_ce_3: 0.2122 loss_bbox_3: 0.1598 loss_giou_3: 0.3184 loss_ce_4: 0.2046 loss_bbox_4: 0.1549 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:23] d2.utils.events INFO: eta: 0:57:15 iter: 437739 total_loss: 4.583 loss_ce: 0.1977 loss_bbox: 0.1483 loss_giou: 0.2874 loss_ce_0: 0.4035 loss_bbox_0: 0.2672 loss_giou_0: 0.4374 loss_ce_1: 0.3076 loss_bbox_1: 0.1877 loss_giou_1: 0.3242 loss_ce_2: 0.2416 loss_bbox_2: 0.1673 loss_giou_2: 0.308 loss_ce_3: 0.2141 loss_bbox_3: 0.1549 loss_giou_3: 0.2964 loss_ce_4: 0.1965 loss_bbox_4: 0.1514 loss_giou_4: 0.2951 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:28] d2.utils.events INFO: eta: 0:57:09 iter: 437759 total_loss: 4.824 loss_ce: 0.2132 loss_bbox: 0.1593 loss_giou: 0.3116 loss_ce_0: 0.4279 loss_bbox_0: 0.2571 loss_giou_0: 0.4738 loss_ce_1: 0.3172 loss_bbox_1: 0.1832 loss_giou_1: 0.3554 loss_ce_2: 0.2613 loss_bbox_2: 0.1685 loss_giou_2: 0.335 loss_ce_3: 0.2216 loss_bbox_3: 0.1626 loss_giou_3: 0.3268 loss_ce_4: 0.2117 loss_bbox_4: 0.1605 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:34] d2.utils.events INFO: eta: 0:57:06 iter: 437779 total_loss: 5.471 loss_ce: 0.2304 loss_bbox: 0.1569 loss_giou: 0.3395 loss_ce_0: 0.4447 loss_bbox_0: 0.2803 loss_giou_0: 0.4985 loss_ce_1: 0.3318 loss_bbox_1: 0.1874 loss_giou_1: 0.3843 loss_ce_2: 0.2836 loss_bbox_2: 0.1722 loss_giou_2: 0.3619 loss_ce_3: 0.2522 loss_bbox_3: 0.1626 loss_giou_3: 0.3502 loss_ce_4: 0.2396 loss_bbox_4: 0.1599 loss_giou_4: 0.3421 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:40] d2.utils.events INFO: eta: 0:57:01 iter: 437799 total_loss: 4.606 loss_ce: 0.1999 loss_bbox: 0.1515 loss_giou: 0.2944 loss_ce_0: 0.4168 loss_bbox_0: 0.2504 loss_giou_0: 0.4397 loss_ce_1: 0.3002 loss_bbox_1: 0.1752 loss_giou_1: 0.3376 loss_ce_2: 0.2421 loss_bbox_2: 0.159 loss_giou_2: 0.3125 loss_ce_3: 0.2087 loss_bbox_3: 0.1546 loss_giou_3: 0.3054 loss_ce_4: 0.2071 loss_bbox_4: 0.1552 loss_giou_4: 0.3006 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:46] d2.utils.events INFO: eta: 0:56:55 iter: 437819 total_loss: 4.674 loss_ce: 0.1887 loss_bbox: 0.1499 loss_giou: 0.2879 loss_ce_0: 0.4175 loss_bbox_0: 0.2592 loss_giou_0: 0.4643 loss_ce_1: 0.3033 loss_bbox_1: 0.1771 loss_giou_1: 0.3628 loss_ce_2: 0.2444 loss_bbox_2: 0.1619 loss_giou_2: 0.3233 loss_ce_3: 0.2147 loss_bbox_3: 0.1574 loss_giou_3: 0.3064 loss_ce_4: 0.1957 loss_bbox_4: 0.1539 loss_giou_4: 0.2949 time: 0.2799 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:51] d2.utils.events INFO: eta: 0:56:49 iter: 437839 total_loss: 4.98 loss_ce: 0.2099 loss_bbox: 0.162 loss_giou: 0.3303 loss_ce_0: 0.419 loss_bbox_0: 0.261 loss_giou_0: 0.4956 loss_ce_1: 0.3041 loss_bbox_1: 0.1898 loss_giou_1: 0.3709 loss_ce_2: 0.2504 loss_bbox_2: 0.1755 loss_giou_2: 0.3438 loss_ce_3: 0.2229 loss_bbox_3: 0.17 loss_giou_3: 0.3345 loss_ce_4: 0.2119 loss_bbox_4: 0.1658 loss_giou_4: 0.3291 time: 0.2799 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 00:58:57] d2.utils.events INFO: eta: 0:56:42 iter: 437859 total_loss: 4.573 loss_ce: 0.1859 loss_bbox: 0.1536 loss_giou: 0.2999 loss_ce_0: 0.4263 loss_bbox_0: 0.2661 loss_giou_0: 0.4606 loss_ce_1: 0.3143 loss_bbox_1: 0.1802 loss_giou_1: 0.3465 loss_ce_2: 0.2446 loss_bbox_2: 0.1683 loss_giou_2: 0.3195 loss_ce_3: 0.2069 loss_bbox_3: 0.1596 loss_giou_3: 0.3088 loss_ce_4: 0.1839 loss_bbox_4: 0.1518 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0339 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:03] d2.utils.events INFO: eta: 0:56:37 iter: 437879 total_loss: 4.567 loss_ce: 0.1921 loss_bbox: 0.1387 loss_giou: 0.2964 loss_ce_0: 0.4072 loss_bbox_0: 0.2432 loss_giou_0: 0.4535 loss_ce_1: 0.2975 loss_bbox_1: 0.1642 loss_giou_1: 0.3398 loss_ce_2: 0.2397 loss_bbox_2: 0.1474 loss_giou_2: 0.3124 loss_ce_3: 0.2105 loss_bbox_3: 0.1393 loss_giou_3: 0.3052 loss_ce_4: 0.1921 loss_bbox_4: 0.1371 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:08] d2.utils.events INFO: eta: 0:56:30 iter: 437899 total_loss: 4.569 loss_ce: 0.1956 loss_bbox: 0.1476 loss_giou: 0.3009 loss_ce_0: 0.411 loss_bbox_0: 0.2528 loss_giou_0: 0.4679 loss_ce_1: 0.2911 loss_bbox_1: 0.1805 loss_giou_1: 0.3451 loss_ce_2: 0.2399 loss_bbox_2: 0.1588 loss_giou_2: 0.3123 loss_ce_3: 0.2029 loss_bbox_3: 0.1589 loss_giou_3: 0.3082 loss_ce_4: 0.1974 loss_bbox_4: 0.1498 loss_giou_4: 0.3034 time: 0.2799 data_time: 0.0325 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:14] d2.utils.events INFO: eta: 0:56:27 iter: 437919 total_loss: 4.758 loss_ce: 0.2056 loss_bbox: 0.1647 loss_giou: 0.3027 loss_ce_0: 0.4374 loss_bbox_0: 0.2724 loss_giou_0: 0.4571 loss_ce_1: 0.3234 loss_bbox_1: 0.1939 loss_giou_1: 0.3499 loss_ce_2: 0.2676 loss_bbox_2: 0.1792 loss_giou_2: 0.3178 loss_ce_3: 0.2261 loss_bbox_3: 0.1676 loss_giou_3: 0.3119 loss_ce_4: 0.2075 loss_bbox_4: 0.1671 loss_giou_4: 0.3039 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:20] d2.utils.events INFO: eta: 0:56:20 iter: 437939 total_loss: 4.584 loss_ce: 0.1913 loss_bbox: 0.1409 loss_giou: 0.2888 loss_ce_0: 0.4302 loss_bbox_0: 0.2508 loss_giou_0: 0.4531 loss_ce_1: 0.3241 loss_bbox_1: 0.1662 loss_giou_1: 0.3195 loss_ce_2: 0.2541 loss_bbox_2: 0.1569 loss_giou_2: 0.3086 loss_ce_3: 0.2141 loss_bbox_3: 0.1469 loss_giou_3: 0.2976 loss_ce_4: 0.1946 loss_bbox_4: 0.1442 loss_giou_4: 0.2943 time: 0.2799 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:25] d2.utils.events INFO: eta: 0:56:14 iter: 437959 total_loss: 4.648 loss_ce: 0.1936 loss_bbox: 0.1465 loss_giou: 0.286 loss_ce_0: 0.4087 loss_bbox_0: 0.2578 loss_giou_0: 0.4611 loss_ce_1: 0.3131 loss_bbox_1: 0.1717 loss_giou_1: 0.3321 loss_ce_2: 0.2481 loss_bbox_2: 0.1559 loss_giou_2: 0.3065 loss_ce_3: 0.2093 loss_bbox_3: 0.1496 loss_giou_3: 0.2952 loss_ce_4: 0.1957 loss_bbox_4: 0.1503 loss_giou_4: 0.2944 time: 0.2799 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:31] d2.utils.events INFO: eta: 0:56:10 iter: 437979 total_loss: 4.842 loss_ce: 0.2099 loss_bbox: 0.1449 loss_giou: 0.3315 loss_ce_0: 0.4262 loss_bbox_0: 0.2547 loss_giou_0: 0.5162 loss_ce_1: 0.3176 loss_bbox_1: 0.1784 loss_giou_1: 0.3706 loss_ce_2: 0.2583 loss_bbox_2: 0.1599 loss_giou_2: 0.3475 loss_ce_3: 0.2249 loss_bbox_3: 0.1539 loss_giou_3: 0.3412 loss_ce_4: 0.2066 loss_bbox_4: 0.1489 loss_giou_4: 0.3323 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:37] d2.utils.events INFO: eta: 0:56:04 iter: 437999 total_loss: 4.806 loss_ce: 0.2197 loss_bbox: 0.1432 loss_giou: 0.3002 loss_ce_0: 0.417 loss_bbox_0: 0.2492 loss_giou_0: 0.4642 loss_ce_1: 0.3146 loss_bbox_1: 0.1703 loss_giou_1: 0.3482 loss_ce_2: 0.2627 loss_bbox_2: 0.1611 loss_giou_2: 0.3251 loss_ce_3: 0.2427 loss_bbox_3: 0.1517 loss_giou_3: 0.31 loss_ce_4: 0.2215 loss_bbox_4: 0.1478 loss_giou_4: 0.3078 time: 0.2799 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:42] d2.utils.events INFO: eta: 0:55:59 iter: 438019 total_loss: 4.785 loss_ce: 0.196 loss_bbox: 0.1563 loss_giou: 0.2974 loss_ce_0: 0.4193 loss_bbox_0: 0.2648 loss_giou_0: 0.4665 loss_ce_1: 0.3111 loss_bbox_1: 0.1804 loss_giou_1: 0.3432 loss_ce_2: 0.2468 loss_bbox_2: 0.1679 loss_giou_2: 0.3192 loss_ce_3: 0.2197 loss_bbox_3: 0.1602 loss_giou_3: 0.3078 loss_ce_4: 0.2029 loss_bbox_4: 0.1554 loss_giou_4: 0.298 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:48] d2.utils.events INFO: eta: 0:55:52 iter: 438039 total_loss: 4.347 loss_ce: 0.1852 loss_bbox: 0.1563 loss_giou: 0.2828 loss_ce_0: 0.4145 loss_bbox_0: 0.2596 loss_giou_0: 0.4348 loss_ce_1: 0.3017 loss_bbox_1: 0.1849 loss_giou_1: 0.3208 loss_ce_2: 0.2416 loss_bbox_2: 0.1654 loss_giou_2: 0.2971 loss_ce_3: 0.2043 loss_bbox_3: 0.1581 loss_giou_3: 0.291 loss_ce_4: 0.1819 loss_bbox_4: 0.1598 loss_giou_4: 0.2858 time: 0.2799 data_time: 0.0311 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:54] d2.utils.events INFO: eta: 0:55:46 iter: 438059 total_loss: 4.892 loss_ce: 0.2104 loss_bbox: 0.1622 loss_giou: 0.3098 loss_ce_0: 0.4363 loss_bbox_0: 0.2666 loss_giou_0: 0.4804 loss_ce_1: 0.3361 loss_bbox_1: 0.1943 loss_giou_1: 0.3601 loss_ce_2: 0.2704 loss_bbox_2: 0.1718 loss_giou_2: 0.3267 loss_ce_3: 0.2372 loss_bbox_3: 0.1688 loss_giou_3: 0.3195 loss_ce_4: 0.2179 loss_bbox_4: 0.1632 loss_giou_4: 0.31 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 00:59:59] d2.utils.events INFO: eta: 0:55:43 iter: 438079 total_loss: 4.501 loss_ce: 0.2075 loss_bbox: 0.1506 loss_giou: 0.295 loss_ce_0: 0.4189 loss_bbox_0: 0.2478 loss_giou_0: 0.4493 loss_ce_1: 0.3022 loss_bbox_1: 0.1757 loss_giou_1: 0.3348 loss_ce_2: 0.2566 loss_bbox_2: 0.1583 loss_giou_2: 0.3119 loss_ce_3: 0.2152 loss_bbox_3: 0.1552 loss_giou_3: 0.3013 loss_ce_4: 0.2026 loss_bbox_4: 0.1518 loss_giou_4: 0.2967 time: 0.2799 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:05] d2.utils.events INFO: eta: 0:55:36 iter: 438099 total_loss: 4.725 loss_ce: 0.1847 loss_bbox: 0.154 loss_giou: 0.2973 loss_ce_0: 0.4441 loss_bbox_0: 0.257 loss_giou_0: 0.4603 loss_ce_1: 0.3252 loss_bbox_1: 0.1767 loss_giou_1: 0.3464 loss_ce_2: 0.2434 loss_bbox_2: 0.167 loss_giou_2: 0.3193 loss_ce_3: 0.2093 loss_bbox_3: 0.1589 loss_giou_3: 0.3033 loss_ce_4: 0.1912 loss_bbox_4: 0.1559 loss_giou_4: 0.3011 time: 0.2799 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:11] d2.utils.events INFO: eta: 0:55:30 iter: 438119 total_loss: 5.033 loss_ce: 0.2125 loss_bbox: 0.1611 loss_giou: 0.3216 loss_ce_0: 0.4378 loss_bbox_0: 0.2689 loss_giou_0: 0.5035 loss_ce_1: 0.3175 loss_bbox_1: 0.1829 loss_giou_1: 0.3742 loss_ce_2: 0.2556 loss_bbox_2: 0.1694 loss_giou_2: 0.3404 loss_ce_3: 0.2357 loss_bbox_3: 0.1669 loss_giou_3: 0.3338 loss_ce_4: 0.222 loss_bbox_4: 0.1634 loss_giou_4: 0.3249 time: 0.2799 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:16] d2.utils.events INFO: eta: 0:55:25 iter: 438139 total_loss: 4.808 loss_ce: 0.1935 loss_bbox: 0.1535 loss_giou: 0.3021 loss_ce_0: 0.416 loss_bbox_0: 0.243 loss_giou_0: 0.4823 loss_ce_1: 0.3038 loss_bbox_1: 0.1827 loss_giou_1: 0.3437 loss_ce_2: 0.2441 loss_bbox_2: 0.1677 loss_giou_2: 0.3231 loss_ce_3: 0.2152 loss_bbox_3: 0.159 loss_giou_3: 0.3098 loss_ce_4: 0.1966 loss_bbox_4: 0.1565 loss_giou_4: 0.3067 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:22] d2.utils.events INFO: eta: 0:55:19 iter: 438159 total_loss: 4.896 loss_ce: 0.1987 loss_bbox: 0.1559 loss_giou: 0.2965 loss_ce_0: 0.4405 loss_bbox_0: 0.2589 loss_giou_0: 0.4489 loss_ce_1: 0.3262 loss_bbox_1: 0.1868 loss_giou_1: 0.3373 loss_ce_2: 0.2573 loss_bbox_2: 0.1675 loss_giou_2: 0.3132 loss_ce_3: 0.2255 loss_bbox_3: 0.1567 loss_giou_3: 0.301 loss_ce_4: 0.2068 loss_bbox_4: 0.1566 loss_giou_4: 0.2984 time: 0.2799 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:28] d2.utils.events INFO: eta: 0:55:16 iter: 438179 total_loss: 4.667 loss_ce: 0.1848 loss_bbox: 0.1533 loss_giou: 0.2813 loss_ce_0: 0.4103 loss_bbox_0: 0.2627 loss_giou_0: 0.4276 loss_ce_1: 0.3093 loss_bbox_1: 0.1799 loss_giou_1: 0.3241 loss_ce_2: 0.2422 loss_bbox_2: 0.1658 loss_giou_2: 0.2996 loss_ce_3: 0.2045 loss_bbox_3: 0.1584 loss_giou_3: 0.2893 loss_ce_4: 0.1935 loss_bbox_4: 0.1555 loss_giou_4: 0.281 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:33] d2.utils.events INFO: eta: 0:55:09 iter: 438199 total_loss: 4.559 loss_ce: 0.1892 loss_bbox: 0.158 loss_giou: 0.2934 loss_ce_0: 0.4179 loss_bbox_0: 0.26 loss_giou_0: 0.4572 loss_ce_1: 0.2901 loss_bbox_1: 0.1786 loss_giou_1: 0.339 loss_ce_2: 0.2341 loss_bbox_2: 0.1675 loss_giou_2: 0.31 loss_ce_3: 0.2038 loss_bbox_3: 0.1608 loss_giou_3: 0.3021 loss_ce_4: 0.191 loss_bbox_4: 0.1596 loss_giou_4: 0.2954 time: 0.2799 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:39] d2.utils.events INFO: eta: 0:55:02 iter: 438219 total_loss: 4.36 loss_ce: 0.1754 loss_bbox: 0.1527 loss_giou: 0.2965 loss_ce_0: 0.4033 loss_bbox_0: 0.2382 loss_giou_0: 0.4399 loss_ce_1: 0.2895 loss_bbox_1: 0.1788 loss_giou_1: 0.3354 loss_ce_2: 0.2205 loss_bbox_2: 0.1649 loss_giou_2: 0.3081 loss_ce_3: 0.1887 loss_bbox_3: 0.1588 loss_giou_3: 0.3036 loss_ce_4: 0.1824 loss_bbox_4: 0.1554 loss_giou_4: 0.2995 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:45] d2.utils.events INFO: eta: 0:54:54 iter: 438239 total_loss: 4.55 loss_ce: 0.1793 loss_bbox: 0.151 loss_giou: 0.2889 loss_ce_0: 0.4227 loss_bbox_0: 0.2512 loss_giou_0: 0.4482 loss_ce_1: 0.2969 loss_bbox_1: 0.1785 loss_giou_1: 0.3274 loss_ce_2: 0.2318 loss_bbox_2: 0.1613 loss_giou_2: 0.3077 loss_ce_3: 0.201 loss_bbox_3: 0.1551 loss_giou_3: 0.2996 loss_ce_4: 0.183 loss_bbox_4: 0.1537 loss_giou_4: 0.292 time: 0.2799 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:50] d2.utils.events INFO: eta: 0:54:48 iter: 438259 total_loss: 4.601 loss_ce: 0.1893 loss_bbox: 0.1446 loss_giou: 0.3048 loss_ce_0: 0.4087 loss_bbox_0: 0.2493 loss_giou_0: 0.4703 loss_ce_1: 0.2967 loss_bbox_1: 0.1671 loss_giou_1: 0.3447 loss_ce_2: 0.2366 loss_bbox_2: 0.1535 loss_giou_2: 0.3213 loss_ce_3: 0.2038 loss_bbox_3: 0.1481 loss_giou_3: 0.3151 loss_ce_4: 0.1908 loss_bbox_4: 0.1466 loss_giou_4: 0.3106 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:00:56] d2.utils.events INFO: eta: 0:54:42 iter: 438279 total_loss: 4.713 loss_ce: 0.1975 loss_bbox: 0.1569 loss_giou: 0.2993 loss_ce_0: 0.4291 loss_bbox_0: 0.251 loss_giou_0: 0.4588 loss_ce_1: 0.3105 loss_bbox_1: 0.1708 loss_giou_1: 0.3421 loss_ce_2: 0.2491 loss_bbox_2: 0.163 loss_giou_2: 0.3198 loss_ce_3: 0.218 loss_bbox_3: 0.161 loss_giou_3: 0.3131 loss_ce_4: 0.2022 loss_bbox_4: 0.1571 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:01] d2.utils.events INFO: eta: 0:54:36 iter: 438299 total_loss: 4.693 loss_ce: 0.1946 loss_bbox: 0.1508 loss_giou: 0.3046 loss_ce_0: 0.4148 loss_bbox_0: 0.2513 loss_giou_0: 0.467 loss_ce_1: 0.2994 loss_bbox_1: 0.1767 loss_giou_1: 0.35 loss_ce_2: 0.2405 loss_bbox_2: 0.1629 loss_giou_2: 0.3164 loss_ce_3: 0.2073 loss_bbox_3: 0.1547 loss_giou_3: 0.3123 loss_ce_4: 0.1947 loss_bbox_4: 0.1515 loss_giou_4: 0.3073 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:07] d2.utils.events INFO: eta: 0:54:31 iter: 438319 total_loss: 4.812 loss_ce: 0.2108 loss_bbox: 0.1523 loss_giou: 0.2874 loss_ce_0: 0.4333 loss_bbox_0: 0.2703 loss_giou_0: 0.4774 loss_ce_1: 0.3281 loss_bbox_1: 0.1869 loss_giou_1: 0.3408 loss_ce_2: 0.2601 loss_bbox_2: 0.1706 loss_giou_2: 0.3166 loss_ce_3: 0.2297 loss_bbox_3: 0.1567 loss_giou_3: 0.3005 loss_ce_4: 0.2196 loss_bbox_4: 0.1569 loss_giou_4: 0.2913 time: 0.2799 data_time: 0.0200 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:13] d2.utils.events INFO: eta: 0:54:25 iter: 438339 total_loss: 4.943 loss_ce: 0.2047 loss_bbox: 0.1547 loss_giou: 0.3255 loss_ce_0: 0.4336 loss_bbox_0: 0.2604 loss_giou_0: 0.4805 loss_ce_1: 0.3171 loss_bbox_1: 0.1798 loss_giou_1: 0.3683 loss_ce_2: 0.2591 loss_bbox_2: 0.1653 loss_giou_2: 0.337 loss_ce_3: 0.225 loss_bbox_3: 0.1578 loss_giou_3: 0.3311 loss_ce_4: 0.2097 loss_bbox_4: 0.1552 loss_giou_4: 0.3269 time: 0.2799 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:19] d2.utils.events INFO: eta: 0:54:20 iter: 438359 total_loss: 4.79 loss_ce: 0.2004 loss_bbox: 0.1562 loss_giou: 0.2957 loss_ce_0: 0.4262 loss_bbox_0: 0.2624 loss_giou_0: 0.4661 loss_ce_1: 0.3224 loss_bbox_1: 0.1824 loss_giou_1: 0.3472 loss_ce_2: 0.2617 loss_bbox_2: 0.1654 loss_giou_2: 0.3219 loss_ce_3: 0.2262 loss_bbox_3: 0.1615 loss_giou_3: 0.3109 loss_ce_4: 0.2084 loss_bbox_4: 0.1598 loss_giou_4: 0.3024 time: 0.2799 data_time: 0.0226 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:25] d2.utils.events INFO: eta: 0:54:15 iter: 438379 total_loss: 4.782 loss_ce: 0.2065 loss_bbox: 0.1517 loss_giou: 0.3133 loss_ce_0: 0.4217 loss_bbox_0: 0.2549 loss_giou_0: 0.4828 loss_ce_1: 0.3226 loss_bbox_1: 0.1693 loss_giou_1: 0.3555 loss_ce_2: 0.2542 loss_bbox_2: 0.1591 loss_giou_2: 0.324 loss_ce_3: 0.2205 loss_bbox_3: 0.1565 loss_giou_3: 0.3222 loss_ce_4: 0.2065 loss_bbox_4: 0.1529 loss_giou_4: 0.3176 time: 0.2799 data_time: 0.0225 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:30] d2.utils.events INFO: eta: 0:54:09 iter: 438399 total_loss: 4.599 loss_ce: 0.1803 loss_bbox: 0.1522 loss_giou: 0.2933 loss_ce_0: 0.4115 loss_bbox_0: 0.2582 loss_giou_0: 0.4442 loss_ce_1: 0.2905 loss_bbox_1: 0.1766 loss_giou_1: 0.3355 loss_ce_2: 0.2265 loss_bbox_2: 0.1589 loss_giou_2: 0.3111 loss_ce_3: 0.2011 loss_bbox_3: 0.154 loss_giou_3: 0.3074 loss_ce_4: 0.1866 loss_bbox_4: 0.155 loss_giou_4: 0.299 time: 0.2799 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:36] d2.utils.events INFO: eta: 0:54:03 iter: 438419 total_loss: 4.895 loss_ce: 0.204 loss_bbox: 0.1488 loss_giou: 0.2993 loss_ce_0: 0.4093 loss_bbox_0: 0.2529 loss_giou_0: 0.4594 loss_ce_1: 0.3137 loss_bbox_1: 0.1743 loss_giou_1: 0.3545 loss_ce_2: 0.2496 loss_bbox_2: 0.1496 loss_giou_2: 0.3167 loss_ce_3: 0.2227 loss_bbox_3: 0.1499 loss_giou_3: 0.3119 loss_ce_4: 0.206 loss_bbox_4: 0.1497 loss_giou_4: 0.3031 time: 0.2799 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:42] d2.utils.events INFO: eta: 0:53:58 iter: 438439 total_loss: 4.615 loss_ce: 0.1917 loss_bbox: 0.1448 loss_giou: 0.2999 loss_ce_0: 0.4164 loss_bbox_0: 0.2525 loss_giou_0: 0.465 loss_ce_1: 0.3024 loss_bbox_1: 0.1703 loss_giou_1: 0.3466 loss_ce_2: 0.2464 loss_bbox_2: 0.1541 loss_giou_2: 0.3199 loss_ce_3: 0.2052 loss_bbox_3: 0.1497 loss_giou_3: 0.3114 loss_ce_4: 0.1939 loss_bbox_4: 0.1482 loss_giou_4: 0.3067 time: 0.2799 data_time: 0.0327 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:47] d2.utils.events INFO: eta: 0:53:52 iter: 438459 total_loss: 4.681 loss_ce: 0.1877 loss_bbox: 0.1443 loss_giou: 0.3168 loss_ce_0: 0.4171 loss_bbox_0: 0.2504 loss_giou_0: 0.4778 loss_ce_1: 0.306 loss_bbox_1: 0.1756 loss_giou_1: 0.355 loss_ce_2: 0.2394 loss_bbox_2: 0.1559 loss_giou_2: 0.3339 loss_ce_3: 0.2083 loss_bbox_3: 0.1554 loss_giou_3: 0.3282 loss_ce_4: 0.2002 loss_bbox_4: 0.1475 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:53] d2.utils.events INFO: eta: 0:53:46 iter: 438479 total_loss: 4.891 loss_ce: 0.193 loss_bbox: 0.1526 loss_giou: 0.3197 loss_ce_0: 0.4344 loss_bbox_0: 0.2531 loss_giou_0: 0.493 loss_ce_1: 0.3155 loss_bbox_1: 0.1767 loss_giou_1: 0.3579 loss_ce_2: 0.244 loss_bbox_2: 0.1669 loss_giou_2: 0.3385 loss_ce_3: 0.222 loss_bbox_3: 0.1577 loss_giou_3: 0.3281 loss_ce_4: 0.2014 loss_bbox_4: 0.1586 loss_giou_4: 0.3246 time: 0.2799 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 01:01:59] d2.utils.events INFO: eta: 0:53:40 iter: 438499 total_loss: 4.95 loss_ce: 0.2244 loss_bbox: 0.1581 loss_giou: 0.3022 loss_ce_0: 0.4471 loss_bbox_0: 0.2733 loss_giou_0: 0.4532 loss_ce_1: 0.339 loss_bbox_1: 0.1881 loss_giou_1: 0.356 loss_ce_2: 0.2842 loss_bbox_2: 0.1693 loss_giou_2: 0.327 loss_ce_3: 0.2543 loss_bbox_3: 0.1632 loss_giou_3: 0.3113 loss_ce_4: 0.2245 loss_bbox_4: 0.1592 loss_giou_4: 0.3072 time: 0.2799 data_time: 0.0207 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:04] d2.utils.events INFO: eta: 0:53:34 iter: 438519 total_loss: 5.077 loss_ce: 0.2173 loss_bbox: 0.1524 loss_giou: 0.3173 loss_ce_0: 0.4373 loss_bbox_0: 0.2696 loss_giou_0: 0.4722 loss_ce_1: 0.3263 loss_bbox_1: 0.1834 loss_giou_1: 0.3601 loss_ce_2: 0.2743 loss_bbox_2: 0.1754 loss_giou_2: 0.3299 loss_ce_3: 0.2387 loss_bbox_3: 0.1648 loss_giou_3: 0.3201 loss_ce_4: 0.2244 loss_bbox_4: 0.154 loss_giou_4: 0.3155 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:10] d2.utils.events INFO: eta: 0:53:29 iter: 438539 total_loss: 4.471 loss_ce: 0.1824 loss_bbox: 0.1585 loss_giou: 0.2826 loss_ce_0: 0.4027 loss_bbox_0: 0.2667 loss_giou_0: 0.4472 loss_ce_1: 0.2912 loss_bbox_1: 0.1862 loss_giou_1: 0.3215 loss_ce_2: 0.2331 loss_bbox_2: 0.171 loss_giou_2: 0.3034 loss_ce_3: 0.1991 loss_bbox_3: 0.1643 loss_giou_3: 0.2938 loss_ce_4: 0.1827 loss_bbox_4: 0.1609 loss_giou_4: 0.2871 time: 0.2799 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:15] d2.utils.events INFO: eta: 0:53:24 iter: 438559 total_loss: 4.367 loss_ce: 0.181 loss_bbox: 0.1483 loss_giou: 0.2914 loss_ce_0: 0.4092 loss_bbox_0: 0.2313 loss_giou_0: 0.4536 loss_ce_1: 0.2961 loss_bbox_1: 0.1734 loss_giou_1: 0.3351 loss_ce_2: 0.2384 loss_bbox_2: 0.1592 loss_giou_2: 0.3115 loss_ce_3: 0.2069 loss_bbox_3: 0.1533 loss_giou_3: 0.2985 loss_ce_4: 0.1966 loss_bbox_4: 0.1502 loss_giou_4: 0.2967 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:21] d2.utils.events INFO: eta: 0:53:18 iter: 438579 total_loss: 4.8 loss_ce: 0.1983 loss_bbox: 0.1587 loss_giou: 0.2997 loss_ce_0: 0.4222 loss_bbox_0: 0.2605 loss_giou_0: 0.4565 loss_ce_1: 0.3226 loss_bbox_1: 0.1837 loss_giou_1: 0.3403 loss_ce_2: 0.2534 loss_bbox_2: 0.1661 loss_giou_2: 0.3043 loss_ce_3: 0.2212 loss_bbox_3: 0.1639 loss_giou_3: 0.3039 loss_ce_4: 0.2048 loss_bbox_4: 0.1612 loss_giou_4: 0.3043 time: 0.2799 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:27] d2.utils.events INFO: eta: 0:53:12 iter: 438599 total_loss: 4.836 loss_ce: 0.2137 loss_bbox: 0.1712 loss_giou: 0.3022 loss_ce_0: 0.4269 loss_bbox_0: 0.2787 loss_giou_0: 0.453 loss_ce_1: 0.3199 loss_bbox_1: 0.1935 loss_giou_1: 0.3444 loss_ce_2: 0.2704 loss_bbox_2: 0.1771 loss_giou_2: 0.3167 loss_ce_3: 0.238 loss_bbox_3: 0.183 loss_giou_3: 0.308 loss_ce_4: 0.22 loss_bbox_4: 0.1755 loss_giou_4: 0.3037 time: 0.2799 data_time: 0.0253 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:32] d2.utils.events INFO: eta: 0:53:06 iter: 438619 total_loss: 4.608 loss_ce: 0.1839 loss_bbox: 0.1495 loss_giou: 0.3025 loss_ce_0: 0.4132 loss_bbox_0: 0.2495 loss_giou_0: 0.4547 loss_ce_1: 0.2963 loss_bbox_1: 0.1762 loss_giou_1: 0.3508 loss_ce_2: 0.2306 loss_bbox_2: 0.1562 loss_giou_2: 0.3238 loss_ce_3: 0.2011 loss_bbox_3: 0.1575 loss_giou_3: 0.3088 loss_ce_4: 0.1934 loss_bbox_4: 0.1534 loss_giou_4: 0.3011 time: 0.2799 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:38] d2.utils.events INFO: eta: 0:53:01 iter: 438639 total_loss: 4.728 loss_ce: 0.2118 loss_bbox: 0.1609 loss_giou: 0.3012 loss_ce_0: 0.4272 loss_bbox_0: 0.2703 loss_giou_0: 0.4431 loss_ce_1: 0.3114 loss_bbox_1: 0.1894 loss_giou_1: 0.3411 loss_ce_2: 0.2557 loss_bbox_2: 0.1732 loss_giou_2: 0.3197 loss_ce_3: 0.2313 loss_bbox_3: 0.1667 loss_giou_3: 0.3056 loss_ce_4: 0.2118 loss_bbox_4: 0.1637 loss_giou_4: 0.2999 time: 0.2799 data_time: 0.0202 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:44] d2.utils.events INFO: eta: 0:52:55 iter: 438659 total_loss: 4.423 loss_ce: 0.1814 loss_bbox: 0.1454 loss_giou: 0.2886 loss_ce_0: 0.4162 loss_bbox_0: 0.2466 loss_giou_0: 0.4617 loss_ce_1: 0.2901 loss_bbox_1: 0.1743 loss_giou_1: 0.3383 loss_ce_2: 0.2243 loss_bbox_2: 0.1631 loss_giou_2: 0.3044 loss_ce_3: 0.1984 loss_bbox_3: 0.152 loss_giou_3: 0.3012 loss_ce_4: 0.1794 loss_bbox_4: 0.1489 loss_giou_4: 0.2968 time: 0.2799 data_time: 0.0325 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:49] d2.utils.events INFO: eta: 0:52:50 iter: 438679 total_loss: 5.012 loss_ce: 0.2195 loss_bbox: 0.1618 loss_giou: 0.3391 loss_ce_0: 0.428 loss_bbox_0: 0.256 loss_giou_0: 0.5179 loss_ce_1: 0.327 loss_bbox_1: 0.1873 loss_giou_1: 0.3825 loss_ce_2: 0.2591 loss_bbox_2: 0.1726 loss_giou_2: 0.3533 loss_ce_3: 0.2302 loss_bbox_3: 0.1675 loss_giou_3: 0.3465 loss_ce_4: 0.2201 loss_bbox_4: 0.1644 loss_giou_4: 0.3407 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:02:55] d2.utils.events INFO: eta: 0:52:44 iter: 438699 total_loss: 4.617 loss_ce: 0.1875 loss_bbox: 0.1453 loss_giou: 0.2954 loss_ce_0: 0.4199 loss_bbox_0: 0.2413 loss_giou_0: 0.4644 loss_ce_1: 0.313 loss_bbox_1: 0.1715 loss_giou_1: 0.3365 loss_ce_2: 0.2405 loss_bbox_2: 0.156 loss_giou_2: 0.3086 loss_ce_3: 0.2025 loss_bbox_3: 0.152 loss_giou_3: 0.3019 loss_ce_4: 0.1899 loss_bbox_4: 0.1453 loss_giou_4: 0.3014 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:01] d2.utils.events INFO: eta: 0:52:38 iter: 438719 total_loss: 4.746 loss_ce: 0.1889 loss_bbox: 0.1495 loss_giou: 0.3119 loss_ce_0: 0.4201 loss_bbox_0: 0.253 loss_giou_0: 0.4771 loss_ce_1: 0.3066 loss_bbox_1: 0.1743 loss_giou_1: 0.3505 loss_ce_2: 0.2385 loss_bbox_2: 0.1613 loss_giou_2: 0.3307 loss_ce_3: 0.2148 loss_bbox_3: 0.1534 loss_giou_3: 0.323 loss_ce_4: 0.1918 loss_bbox_4: 0.1534 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0305 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:06] d2.utils.events INFO: eta: 0:52:33 iter: 438739 total_loss: 4.541 loss_ce: 0.1885 loss_bbox: 0.1452 loss_giou: 0.2869 loss_ce_0: 0.4299 loss_bbox_0: 0.2541 loss_giou_0: 0.4393 loss_ce_1: 0.31 loss_bbox_1: 0.1724 loss_giou_1: 0.3198 loss_ce_2: 0.243 loss_bbox_2: 0.1574 loss_giou_2: 0.2972 loss_ce_3: 0.2115 loss_bbox_3: 0.153 loss_giou_3: 0.2906 loss_ce_4: 0.1892 loss_bbox_4: 0.1472 loss_giou_4: 0.2867 time: 0.2799 data_time: 0.0223 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:12] d2.utils.events INFO: eta: 0:52:27 iter: 438759 total_loss: 5.061 loss_ce: 0.2202 loss_bbox: 0.1471 loss_giou: 0.3137 loss_ce_0: 0.4302 loss_bbox_0: 0.2532 loss_giou_0: 0.4919 loss_ce_1: 0.3287 loss_bbox_1: 0.1778 loss_giou_1: 0.3607 loss_ce_2: 0.2755 loss_bbox_2: 0.1634 loss_giou_2: 0.3329 loss_ce_3: 0.2402 loss_bbox_3: 0.1565 loss_giou_3: 0.3274 loss_ce_4: 0.2269 loss_bbox_4: 0.1534 loss_giou_4: 0.3236 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:18] d2.utils.events INFO: eta: 0:52:21 iter: 438779 total_loss: 4.899 loss_ce: 0.2117 loss_bbox: 0.1574 loss_giou: 0.3092 loss_ce_0: 0.4219 loss_bbox_0: 0.2592 loss_giou_0: 0.4871 loss_ce_1: 0.3165 loss_bbox_1: 0.184 loss_giou_1: 0.3546 loss_ce_2: 0.258 loss_bbox_2: 0.1705 loss_giou_2: 0.3271 loss_ce_3: 0.2283 loss_bbox_3: 0.1654 loss_giou_3: 0.319 loss_ce_4: 0.2135 loss_bbox_4: 0.156 loss_giou_4: 0.3129 time: 0.2799 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:23] d2.utils.events INFO: eta: 0:52:15 iter: 438799 total_loss: 4.745 loss_ce: 0.1857 loss_bbox: 0.1559 loss_giou: 0.3018 loss_ce_0: 0.4064 loss_bbox_0: 0.2553 loss_giou_0: 0.4555 loss_ce_1: 0.2853 loss_bbox_1: 0.1803 loss_giou_1: 0.3467 loss_ce_2: 0.2247 loss_bbox_2: 0.1664 loss_giou_2: 0.3198 loss_ce_3: 0.2034 loss_bbox_3: 0.1632 loss_giou_3: 0.3134 loss_ce_4: 0.1915 loss_bbox_4: 0.1584 loss_giou_4: 0.3045 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:29] d2.utils.events INFO: eta: 0:52:08 iter: 438819 total_loss: 4.678 loss_ce: 0.1948 loss_bbox: 0.1411 loss_giou: 0.2966 loss_ce_0: 0.421 loss_bbox_0: 0.2529 loss_giou_0: 0.4789 loss_ce_1: 0.3069 loss_bbox_1: 0.1682 loss_giou_1: 0.3346 loss_ce_2: 0.248 loss_bbox_2: 0.1569 loss_giou_2: 0.3194 loss_ce_3: 0.2173 loss_bbox_3: 0.15 loss_giou_3: 0.3065 loss_ce_4: 0.2024 loss_bbox_4: 0.1439 loss_giou_4: 0.2999 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:34] d2.utils.events INFO: eta: 0:52:01 iter: 438839 total_loss: 4.86 loss_ce: 0.2083 loss_bbox: 0.1523 loss_giou: 0.3094 loss_ce_0: 0.4218 loss_bbox_0: 0.2747 loss_giou_0: 0.4838 loss_ce_1: 0.307 loss_bbox_1: 0.1898 loss_giou_1: 0.3555 loss_ce_2: 0.2481 loss_bbox_2: 0.1698 loss_giou_2: 0.3239 loss_ce_3: 0.2136 loss_bbox_3: 0.1671 loss_giou_3: 0.3186 loss_ce_4: 0.2042 loss_bbox_4: 0.1567 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:40] d2.utils.events INFO: eta: 0:51:56 iter: 438859 total_loss: 4.769 loss_ce: 0.2083 loss_bbox: 0.1617 loss_giou: 0.3054 loss_ce_0: 0.4449 loss_bbox_0: 0.2622 loss_giou_0: 0.4719 loss_ce_1: 0.3286 loss_bbox_1: 0.1923 loss_giou_1: 0.351 loss_ce_2: 0.2643 loss_bbox_2: 0.1763 loss_giou_2: 0.3272 loss_ce_3: 0.2224 loss_bbox_3: 0.1691 loss_giou_3: 0.3188 loss_ce_4: 0.2061 loss_bbox_4: 0.1653 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:46] d2.utils.events INFO: eta: 0:51:52 iter: 438879 total_loss: 4.741 loss_ce: 0.1971 loss_bbox: 0.1476 loss_giou: 0.2892 loss_ce_0: 0.4261 loss_bbox_0: 0.2538 loss_giou_0: 0.4446 loss_ce_1: 0.3168 loss_bbox_1: 0.1773 loss_giou_1: 0.3368 loss_ce_2: 0.2504 loss_bbox_2: 0.1585 loss_giou_2: 0.3178 loss_ce_3: 0.2081 loss_bbox_3: 0.1529 loss_giou_3: 0.3084 loss_ce_4: 0.2074 loss_bbox_4: 0.1516 loss_giou_4: 0.2996 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:51] d2.utils.events INFO: eta: 0:51:46 iter: 438899 total_loss: 4.564 loss_ce: 0.1758 loss_bbox: 0.1447 loss_giou: 0.2977 loss_ce_0: 0.4261 loss_bbox_0: 0.2438 loss_giou_0: 0.4872 loss_ce_1: 0.3082 loss_bbox_1: 0.1652 loss_giou_1: 0.3519 loss_ce_2: 0.242 loss_bbox_2: 0.1522 loss_giou_2: 0.3177 loss_ce_3: 0.2076 loss_bbox_3: 0.1462 loss_giou_3: 0.3089 loss_ce_4: 0.1804 loss_bbox_4: 0.1447 loss_giou_4: 0.3045 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:03:57] d2.utils.events INFO: eta: 0:51:40 iter: 438919 total_loss: 4.667 loss_ce: 0.1921 loss_bbox: 0.1448 loss_giou: 0.2997 loss_ce_0: 0.4276 loss_bbox_0: 0.2469 loss_giou_0: 0.4568 loss_ce_1: 0.2962 loss_bbox_1: 0.1815 loss_giou_1: 0.3317 loss_ce_2: 0.2352 loss_bbox_2: 0.162 loss_giou_2: 0.3142 loss_ce_3: 0.2126 loss_bbox_3: 0.1542 loss_giou_3: 0.3101 loss_ce_4: 0.195 loss_bbox_4: 0.15 loss_giou_4: 0.3056 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:03] d2.utils.events INFO: eta: 0:51:34 iter: 438939 total_loss: 4.834 loss_ce: 0.2104 loss_bbox: 0.1615 loss_giou: 0.3217 loss_ce_0: 0.4292 loss_bbox_0: 0.26 loss_giou_0: 0.4779 loss_ce_1: 0.3242 loss_bbox_1: 0.1875 loss_giou_1: 0.3628 loss_ce_2: 0.257 loss_bbox_2: 0.1764 loss_giou_2: 0.3467 loss_ce_3: 0.2253 loss_bbox_3: 0.1679 loss_giou_3: 0.3345 loss_ce_4: 0.2156 loss_bbox_4: 0.1644 loss_giou_4: 0.3299 time: 0.2799 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:08] d2.utils.events INFO: eta: 0:51:28 iter: 438959 total_loss: 4.899 loss_ce: 0.2095 loss_bbox: 0.1676 loss_giou: 0.3245 loss_ce_0: 0.4329 loss_bbox_0: 0.2755 loss_giou_0: 0.4771 loss_ce_1: 0.3082 loss_bbox_1: 0.1965 loss_giou_1: 0.3597 loss_ce_2: 0.2505 loss_bbox_2: 0.1854 loss_giou_2: 0.3356 loss_ce_3: 0.2207 loss_bbox_3: 0.1698 loss_giou_3: 0.3298 loss_ce_4: 0.2098 loss_bbox_4: 0.1682 loss_giou_4: 0.3287 time: 0.2799 data_time: 0.0328 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:14] d2.utils.events INFO: eta: 0:51:22 iter: 438979 total_loss: 4.398 loss_ce: 0.1698 loss_bbox: 0.1485 loss_giou: 0.2829 loss_ce_0: 0.4104 loss_bbox_0: 0.2516 loss_giou_0: 0.4506 loss_ce_1: 0.3051 loss_bbox_1: 0.1769 loss_giou_1: 0.3311 loss_ce_2: 0.2427 loss_bbox_2: 0.1548 loss_giou_2: 0.314 loss_ce_3: 0.1924 loss_bbox_3: 0.1499 loss_giou_3: 0.2992 loss_ce_4: 0.1764 loss_bbox_4: 0.1487 loss_giou_4: 0.2913 time: 0.2799 data_time: 0.0253 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:20] d2.utils.events INFO: eta: 0:51:16 iter: 438999 total_loss: 4.876 loss_ce: 0.1959 loss_bbox: 0.1561 loss_giou: 0.3016 loss_ce_0: 0.4306 loss_bbox_0: 0.2653 loss_giou_0: 0.4561 loss_ce_1: 0.315 loss_bbox_1: 0.1869 loss_giou_1: 0.3446 loss_ce_2: 0.2406 loss_bbox_2: 0.1669 loss_giou_2: 0.3227 loss_ce_3: 0.207 loss_bbox_3: 0.1625 loss_giou_3: 0.3174 loss_ce_4: 0.2006 loss_bbox_4: 0.1571 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:25] d2.utils.events INFO: eta: 0:51:10 iter: 439019 total_loss: 4.795 loss_ce: 0.1964 loss_bbox: 0.1502 loss_giou: 0.3043 loss_ce_0: 0.4263 loss_bbox_0: 0.2542 loss_giou_0: 0.4998 loss_ce_1: 0.3093 loss_bbox_1: 0.179 loss_giou_1: 0.362 loss_ce_2: 0.2414 loss_bbox_2: 0.1633 loss_giou_2: 0.3293 loss_ce_3: 0.2096 loss_bbox_3: 0.1582 loss_giou_3: 0.3148 loss_ce_4: 0.2064 loss_bbox_4: 0.1576 loss_giou_4: 0.3072 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:31] d2.utils.events INFO: eta: 0:51:06 iter: 439039 total_loss: 4.654 loss_ce: 0.1919 loss_bbox: 0.1481 loss_giou: 0.2928 loss_ce_0: 0.4086 loss_bbox_0: 0.2459 loss_giou_0: 0.4662 loss_ce_1: 0.2967 loss_bbox_1: 0.1811 loss_giou_1: 0.3352 loss_ce_2: 0.2338 loss_bbox_2: 0.1652 loss_giou_2: 0.3103 loss_ce_3: 0.2033 loss_bbox_3: 0.1554 loss_giou_3: 0.3002 loss_ce_4: 0.1943 loss_bbox_4: 0.1498 loss_giou_4: 0.2931 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:37] d2.utils.events INFO: eta: 0:51:00 iter: 439059 total_loss: 4.744 loss_ce: 0.1929 loss_bbox: 0.1552 loss_giou: 0.3093 loss_ce_0: 0.4158 loss_bbox_0: 0.2546 loss_giou_0: 0.4721 loss_ce_1: 0.3179 loss_bbox_1: 0.1851 loss_giou_1: 0.3445 loss_ce_2: 0.2476 loss_bbox_2: 0.1688 loss_giou_2: 0.3239 loss_ce_3: 0.2098 loss_bbox_3: 0.1651 loss_giou_3: 0.3159 loss_ce_4: 0.1937 loss_bbox_4: 0.1613 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:42] d2.utils.events INFO: eta: 0:50:54 iter: 439079 total_loss: 4.958 loss_ce: 0.212 loss_bbox: 0.1603 loss_giou: 0.3085 loss_ce_0: 0.4291 loss_bbox_0: 0.259 loss_giou_0: 0.4829 loss_ce_1: 0.3129 loss_bbox_1: 0.1861 loss_giou_1: 0.3545 loss_ce_2: 0.2591 loss_bbox_2: 0.1724 loss_giou_2: 0.3243 loss_ce_3: 0.2261 loss_bbox_3: 0.1674 loss_giou_3: 0.3188 loss_ce_4: 0.215 loss_bbox_4: 0.1625 loss_giou_4: 0.3116 time: 0.2799 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:48] d2.utils.events INFO: eta: 0:50:48 iter: 439099 total_loss: 4.504 loss_ce: 0.1763 loss_bbox: 0.1577 loss_giou: 0.2869 loss_ce_0: 0.3901 loss_bbox_0: 0.2574 loss_giou_0: 0.4296 loss_ce_1: 0.2858 loss_bbox_1: 0.1803 loss_giou_1: 0.3357 loss_ce_2: 0.227 loss_bbox_2: 0.1681 loss_giou_2: 0.3105 loss_ce_3: 0.1985 loss_bbox_3: 0.1623 loss_giou_3: 0.3024 loss_ce_4: 0.191 loss_bbox_4: 0.1547 loss_giou_4: 0.292 time: 0.2799 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 01:04:54] d2.utils.events INFO: eta: 0:50:43 iter: 439119 total_loss: 4.624 loss_ce: 0.1921 loss_bbox: 0.1572 loss_giou: 0.3033 loss_ce_0: 0.4221 loss_bbox_0: 0.2652 loss_giou_0: 0.4639 loss_ce_1: 0.3125 loss_bbox_1: 0.1871 loss_giou_1: 0.3485 loss_ce_2: 0.2513 loss_bbox_2: 0.173 loss_giou_2: 0.3207 loss_ce_3: 0.2128 loss_bbox_3: 0.1658 loss_giou_3: 0.3179 loss_ce_4: 0.1948 loss_bbox_4: 0.1632 loss_giou_4: 0.3075 time: 0.2799 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:00] d2.utils.events INFO: eta: 0:50:37 iter: 439139 total_loss: 4.636 loss_ce: 0.2075 loss_bbox: 0.1473 loss_giou: 0.2805 loss_ce_0: 0.433 loss_bbox_0: 0.2513 loss_giou_0: 0.4455 loss_ce_1: 0.3156 loss_bbox_1: 0.1759 loss_giou_1: 0.329 loss_ce_2: 0.2492 loss_bbox_2: 0.1634 loss_giou_2: 0.2976 loss_ce_3: 0.214 loss_bbox_3: 0.1548 loss_giou_3: 0.2873 loss_ce_4: 0.2034 loss_bbox_4: 0.1489 loss_giou_4: 0.2814 time: 0.2799 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:05] d2.utils.events INFO: eta: 0:50:31 iter: 439159 total_loss: 4.34 loss_ce: 0.1748 loss_bbox: 0.1411 loss_giou: 0.2759 loss_ce_0: 0.3963 loss_bbox_0: 0.2427 loss_giou_0: 0.436 loss_ce_1: 0.2804 loss_bbox_1: 0.1704 loss_giou_1: 0.3221 loss_ce_2: 0.2315 loss_bbox_2: 0.1553 loss_giou_2: 0.2874 loss_ce_3: 0.1982 loss_bbox_3: 0.1467 loss_giou_3: 0.2781 loss_ce_4: 0.1875 loss_bbox_4: 0.1441 loss_giou_4: 0.2787 time: 0.2799 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:11] d2.utils.events INFO: eta: 0:50:25 iter: 439179 total_loss: 4.595 loss_ce: 0.1976 loss_bbox: 0.1526 loss_giou: 0.2829 loss_ce_0: 0.4233 loss_bbox_0: 0.2604 loss_giou_0: 0.4372 loss_ce_1: 0.3168 loss_bbox_1: 0.1825 loss_giou_1: 0.324 loss_ce_2: 0.2537 loss_bbox_2: 0.1668 loss_giou_2: 0.2984 loss_ce_3: 0.2195 loss_bbox_3: 0.1621 loss_giou_3: 0.2905 loss_ce_4: 0.2015 loss_bbox_4: 0.1566 loss_giou_4: 0.2869 time: 0.2799 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:16] d2.utils.events INFO: eta: 0:50:20 iter: 439199 total_loss: 4.945 loss_ce: 0.2207 loss_bbox: 0.1543 loss_giou: 0.318 loss_ce_0: 0.4186 loss_bbox_0: 0.2592 loss_giou_0: 0.4688 loss_ce_1: 0.3375 loss_bbox_1: 0.1863 loss_giou_1: 0.3566 loss_ce_2: 0.2777 loss_bbox_2: 0.1723 loss_giou_2: 0.3287 loss_ce_3: 0.2322 loss_bbox_3: 0.162 loss_giou_3: 0.3228 loss_ce_4: 0.222 loss_bbox_4: 0.1581 loss_giou_4: 0.3191 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:22] d2.utils.events INFO: eta: 0:50:14 iter: 439219 total_loss: 4.706 loss_ce: 0.1904 loss_bbox: 0.1518 loss_giou: 0.3011 loss_ce_0: 0.4075 loss_bbox_0: 0.2593 loss_giou_0: 0.4707 loss_ce_1: 0.3034 loss_bbox_1: 0.1804 loss_giou_1: 0.3477 loss_ce_2: 0.2401 loss_bbox_2: 0.1655 loss_giou_2: 0.3182 loss_ce_3: 0.2124 loss_bbox_3: 0.1594 loss_giou_3: 0.3135 loss_ce_4: 0.1939 loss_bbox_4: 0.1564 loss_giou_4: 0.3096 time: 0.2799 data_time: 0.0303 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:28] d2.utils.events INFO: eta: 0:50:07 iter: 439239 total_loss: 4.618 loss_ce: 0.1996 loss_bbox: 0.1433 loss_giou: 0.2926 loss_ce_0: 0.4316 loss_bbox_0: 0.2576 loss_giou_0: 0.4389 loss_ce_1: 0.2994 loss_bbox_1: 0.1764 loss_giou_1: 0.3369 loss_ce_2: 0.2381 loss_bbox_2: 0.1578 loss_giou_2: 0.3056 loss_ce_3: 0.2048 loss_bbox_3: 0.1472 loss_giou_3: 0.2991 loss_ce_4: 0.2003 loss_bbox_4: 0.1448 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:33] d2.utils.events INFO: eta: 0:50:03 iter: 439259 total_loss: 5.092 loss_ce: 0.2006 loss_bbox: 0.1621 loss_giou: 0.3163 loss_ce_0: 0.4133 loss_bbox_0: 0.2779 loss_giou_0: 0.4828 loss_ce_1: 0.3084 loss_bbox_1: 0.1909 loss_giou_1: 0.3703 loss_ce_2: 0.2517 loss_bbox_2: 0.1755 loss_giou_2: 0.3428 loss_ce_3: 0.2226 loss_bbox_3: 0.1709 loss_giou_3: 0.3276 loss_ce_4: 0.2046 loss_bbox_4: 0.167 loss_giou_4: 0.3246 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:39] d2.utils.events INFO: eta: 0:49:58 iter: 439279 total_loss: 4.763 loss_ce: 0.2054 loss_bbox: 0.157 loss_giou: 0.3013 loss_ce_0: 0.4214 loss_bbox_0: 0.2674 loss_giou_0: 0.4634 loss_ce_1: 0.3216 loss_bbox_1: 0.1898 loss_giou_1: 0.3425 loss_ce_2: 0.258 loss_bbox_2: 0.1731 loss_giou_2: 0.3168 loss_ce_3: 0.2286 loss_bbox_3: 0.1628 loss_giou_3: 0.3083 loss_ce_4: 0.2094 loss_bbox_4: 0.1576 loss_giou_4: 0.2989 time: 0.2799 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:45] d2.utils.events INFO: eta: 0:49:52 iter: 439299 total_loss: 4.501 loss_ce: 0.1803 loss_bbox: 0.1384 loss_giou: 0.2861 loss_ce_0: 0.4066 loss_bbox_0: 0.2375 loss_giou_0: 0.4274 loss_ce_1: 0.2884 loss_bbox_1: 0.1582 loss_giou_1: 0.3242 loss_ce_2: 0.2281 loss_bbox_2: 0.1524 loss_giou_2: 0.3032 loss_ce_3: 0.1957 loss_bbox_3: 0.1446 loss_giou_3: 0.2954 loss_ce_4: 0.1875 loss_bbox_4: 0.1433 loss_giou_4: 0.2879 time: 0.2799 data_time: 0.0303 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:50] d2.utils.events INFO: eta: 0:49:46 iter: 439319 total_loss: 4.643 loss_ce: 0.1771 loss_bbox: 0.1456 loss_giou: 0.2924 loss_ce_0: 0.4178 loss_bbox_0: 0.2555 loss_giou_0: 0.4459 loss_ce_1: 0.3062 loss_bbox_1: 0.1721 loss_giou_1: 0.3379 loss_ce_2: 0.243 loss_bbox_2: 0.158 loss_giou_2: 0.3078 loss_ce_3: 0.2047 loss_bbox_3: 0.1502 loss_giou_3: 0.3004 loss_ce_4: 0.1823 loss_bbox_4: 0.1478 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 01:05:56] d2.utils.events INFO: eta: 0:49:40 iter: 439339 total_loss: 4.684 loss_ce: 0.1958 loss_bbox: 0.1535 loss_giou: 0.2797 loss_ce_0: 0.4258 loss_bbox_0: 0.2474 loss_giou_0: 0.4437 loss_ce_1: 0.3083 loss_bbox_1: 0.1778 loss_giou_1: 0.3351 loss_ce_2: 0.2542 loss_bbox_2: 0.1646 loss_giou_2: 0.3044 loss_ce_3: 0.2192 loss_bbox_3: 0.1574 loss_giou_3: 0.2923 loss_ce_4: 0.2042 loss_bbox_4: 0.1563 loss_giou_4: 0.2886 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:02] d2.utils.events INFO: eta: 0:49:34 iter: 439359 total_loss: 4.705 loss_ce: 0.1963 loss_bbox: 0.1479 loss_giou: 0.2841 loss_ce_0: 0.4157 loss_bbox_0: 0.2579 loss_giou_0: 0.4285 loss_ce_1: 0.29 loss_bbox_1: 0.1762 loss_giou_1: 0.3296 loss_ce_2: 0.2535 loss_bbox_2: 0.1643 loss_giou_2: 0.2942 loss_ce_3: 0.2228 loss_bbox_3: 0.1505 loss_giou_3: 0.2842 loss_ce_4: 0.2003 loss_bbox_4: 0.1487 loss_giou_4: 0.2855 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:07] d2.utils.events INFO: eta: 0:49:27 iter: 439379 total_loss: 4.685 loss_ce: 0.1904 loss_bbox: 0.1489 loss_giou: 0.3032 loss_ce_0: 0.4145 loss_bbox_0: 0.2569 loss_giou_0: 0.4492 loss_ce_1: 0.3103 loss_bbox_1: 0.1843 loss_giou_1: 0.3412 loss_ce_2: 0.2619 loss_bbox_2: 0.1703 loss_giou_2: 0.3178 loss_ce_3: 0.2232 loss_bbox_3: 0.1577 loss_giou_3: 0.305 loss_ce_4: 0.2071 loss_bbox_4: 0.1513 loss_giou_4: 0.3072 time: 0.2799 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:13] d2.utils.events INFO: eta: 0:49:22 iter: 439399 total_loss: 4.891 loss_ce: 0.2046 loss_bbox: 0.1593 loss_giou: 0.3108 loss_ce_0: 0.4162 loss_bbox_0: 0.2744 loss_giou_0: 0.4884 loss_ce_1: 0.3094 loss_bbox_1: 0.1905 loss_giou_1: 0.3638 loss_ce_2: 0.2513 loss_bbox_2: 0.1741 loss_giou_2: 0.3356 loss_ce_3: 0.2139 loss_bbox_3: 0.1642 loss_giou_3: 0.3247 loss_ce_4: 0.2018 loss_bbox_4: 0.1631 loss_giou_4: 0.3177 time: 0.2799 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:19] d2.utils.events INFO: eta: 0:49:16 iter: 439419 total_loss: 4.617 loss_ce: 0.1869 loss_bbox: 0.1501 loss_giou: 0.3144 loss_ce_0: 0.4277 loss_bbox_0: 0.2592 loss_giou_0: 0.4806 loss_ce_1: 0.2977 loss_bbox_1: 0.1735 loss_giou_1: 0.3497 loss_ce_2: 0.2348 loss_bbox_2: 0.159 loss_giou_2: 0.3299 loss_ce_3: 0.2017 loss_bbox_3: 0.1525 loss_giou_3: 0.3233 loss_ce_4: 0.1901 loss_bbox_4: 0.1501 loss_giou_4: 0.3197 time: 0.2799 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:24] d2.utils.events INFO: eta: 0:49:08 iter: 439439 total_loss: 4.472 loss_ce: 0.1881 loss_bbox: 0.1511 loss_giou: 0.2791 loss_ce_0: 0.405 loss_bbox_0: 0.2446 loss_giou_0: 0.4409 loss_ce_1: 0.2904 loss_bbox_1: 0.1739 loss_giou_1: 0.3344 loss_ce_2: 0.2313 loss_bbox_2: 0.1577 loss_giou_2: 0.3031 loss_ce_3: 0.202 loss_bbox_3: 0.154 loss_giou_3: 0.2922 loss_ce_4: 0.1907 loss_bbox_4: 0.1525 loss_giou_4: 0.292 time: 0.2799 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:30] d2.utils.events INFO: eta: 0:49:02 iter: 439459 total_loss: 4.845 loss_ce: 0.2114 loss_bbox: 0.157 loss_giou: 0.3067 loss_ce_0: 0.4403 loss_bbox_0: 0.2703 loss_giou_0: 0.4776 loss_ce_1: 0.3182 loss_bbox_1: 0.1904 loss_giou_1: 0.3527 loss_ce_2: 0.2557 loss_bbox_2: 0.1744 loss_giou_2: 0.3255 loss_ce_3: 0.2243 loss_bbox_3: 0.1632 loss_giou_3: 0.3213 loss_ce_4: 0.2134 loss_bbox_4: 0.1586 loss_giou_4: 0.3101 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:36] d2.utils.events INFO: eta: 0:48:56 iter: 439479 total_loss: 4.82 loss_ce: 0.2128 loss_bbox: 0.1571 loss_giou: 0.2956 loss_ce_0: 0.428 loss_bbox_0: 0.2655 loss_giou_0: 0.4522 loss_ce_1: 0.3143 loss_bbox_1: 0.1836 loss_giou_1: 0.3457 loss_ce_2: 0.2642 loss_bbox_2: 0.1644 loss_giou_2: 0.3171 loss_ce_3: 0.2318 loss_bbox_3: 0.1615 loss_giou_3: 0.3096 loss_ce_4: 0.2104 loss_bbox_4: 0.1581 loss_giou_4: 0.3007 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:41] d2.utils.events INFO: eta: 0:48:51 iter: 439499 total_loss: 5.037 loss_ce: 0.2171 loss_bbox: 0.1454 loss_giou: 0.3332 loss_ce_0: 0.4327 loss_bbox_0: 0.25 loss_giou_0: 0.5023 loss_ce_1: 0.3225 loss_bbox_1: 0.1769 loss_giou_1: 0.3783 loss_ce_2: 0.2674 loss_bbox_2: 0.1617 loss_giou_2: 0.35 loss_ce_3: 0.2325 loss_bbox_3: 0.1532 loss_giou_3: 0.3427 loss_ce_4: 0.2299 loss_bbox_4: 0.15 loss_giou_4: 0.3406 time: 0.2799 data_time: 0.0217 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:47] d2.utils.events INFO: eta: 0:48:45 iter: 439519 total_loss: 4.512 loss_ce: 0.187 loss_bbox: 0.143 loss_giou: 0.2986 loss_ce_0: 0.419 loss_bbox_0: 0.252 loss_giou_0: 0.4459 loss_ce_1: 0.2945 loss_bbox_1: 0.1684 loss_giou_1: 0.3431 loss_ce_2: 0.2313 loss_bbox_2: 0.1533 loss_giou_2: 0.3132 loss_ce_3: 0.2166 loss_bbox_3: 0.1461 loss_giou_3: 0.3084 loss_ce_4: 0.1918 loss_bbox_4: 0.1433 loss_giou_4: 0.3012 time: 0.2799 data_time: 0.0302 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:53] d2.utils.events INFO: eta: 0:48:42 iter: 439539 total_loss: 4.621 loss_ce: 0.189 loss_bbox: 0.1563 loss_giou: 0.2892 loss_ce_0: 0.4086 loss_bbox_0: 0.2665 loss_giou_0: 0.4421 loss_ce_1: 0.3051 loss_bbox_1: 0.1943 loss_giou_1: 0.3317 loss_ce_2: 0.2375 loss_bbox_2: 0.1723 loss_giou_2: 0.3066 loss_ce_3: 0.205 loss_bbox_3: 0.1647 loss_giou_3: 0.2993 loss_ce_4: 0.196 loss_bbox_4: 0.1583 loss_giou_4: 0.2931 time: 0.2799 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 01:06:58] d2.utils.events INFO: eta: 0:48:35 iter: 439559 total_loss: 4.607 loss_ce: 0.2016 loss_bbox: 0.1479 loss_giou: 0.2878 loss_ce_0: 0.4186 loss_bbox_0: 0.2573 loss_giou_0: 0.4437 loss_ce_1: 0.305 loss_bbox_1: 0.1801 loss_giou_1: 0.3342 loss_ce_2: 0.2535 loss_bbox_2: 0.1667 loss_giou_2: 0.3097 loss_ce_3: 0.219 loss_bbox_3: 0.1529 loss_giou_3: 0.2973 loss_ce_4: 0.2043 loss_bbox_4: 0.1518 loss_giou_4: 0.2941 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:04] d2.utils.events INFO: eta: 0:48:28 iter: 439579 total_loss: 4.683 loss_ce: 0.1893 loss_bbox: 0.1716 loss_giou: 0.3059 loss_ce_0: 0.4175 loss_bbox_0: 0.2693 loss_giou_0: 0.4663 loss_ce_1: 0.3036 loss_bbox_1: 0.1984 loss_giou_1: 0.3471 loss_ce_2: 0.2389 loss_bbox_2: 0.1802 loss_giou_2: 0.3157 loss_ce_3: 0.2094 loss_bbox_3: 0.1764 loss_giou_3: 0.3058 loss_ce_4: 0.1933 loss_bbox_4: 0.1744 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:10] d2.utils.events INFO: eta: 0:48:23 iter: 439599 total_loss: 4.741 loss_ce: 0.1973 loss_bbox: 0.1576 loss_giou: 0.2998 loss_ce_0: 0.4245 loss_bbox_0: 0.2641 loss_giou_0: 0.4778 loss_ce_1: 0.3125 loss_bbox_1: 0.1791 loss_giou_1: 0.3433 loss_ce_2: 0.249 loss_bbox_2: 0.1669 loss_giou_2: 0.3129 loss_ce_3: 0.2181 loss_bbox_3: 0.1593 loss_giou_3: 0.3039 loss_ce_4: 0.2073 loss_bbox_4: 0.1602 loss_giou_4: 0.299 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:15] d2.utils.events INFO: eta: 0:48:18 iter: 439619 total_loss: 5.011 loss_ce: 0.2103 loss_bbox: 0.1684 loss_giou: 0.3095 loss_ce_0: 0.4248 loss_bbox_0: 0.2641 loss_giou_0: 0.4715 loss_ce_1: 0.3194 loss_bbox_1: 0.1929 loss_giou_1: 0.3497 loss_ce_2: 0.2696 loss_bbox_2: 0.1778 loss_giou_2: 0.3244 loss_ce_3: 0.2369 loss_bbox_3: 0.175 loss_giou_3: 0.3201 loss_ce_4: 0.2118 loss_bbox_4: 0.1706 loss_giou_4: 0.3115 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:21] d2.utils.events INFO: eta: 0:48:12 iter: 439639 total_loss: 4.502 loss_ce: 0.187 loss_bbox: 0.1529 loss_giou: 0.2891 loss_ce_0: 0.4157 loss_bbox_0: 0.2562 loss_giou_0: 0.4502 loss_ce_1: 0.3076 loss_bbox_1: 0.1813 loss_giou_1: 0.3294 loss_ce_2: 0.2357 loss_bbox_2: 0.1643 loss_giou_2: 0.3011 loss_ce_3: 0.1957 loss_bbox_3: 0.1551 loss_giou_3: 0.2921 loss_ce_4: 0.1883 loss_bbox_4: 0.1555 loss_giou_4: 0.2892 time: 0.2799 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:27] d2.utils.events INFO: eta: 0:48:08 iter: 439659 total_loss: 4.999 loss_ce: 0.2202 loss_bbox: 0.1661 loss_giou: 0.3139 loss_ce_0: 0.4582 loss_bbox_0: 0.2789 loss_giou_0: 0.4969 loss_ce_1: 0.3414 loss_bbox_1: 0.1873 loss_giou_1: 0.3605 loss_ce_2: 0.2729 loss_bbox_2: 0.1751 loss_giou_2: 0.3261 loss_ce_3: 0.2457 loss_bbox_3: 0.1678 loss_giou_3: 0.3258 loss_ce_4: 0.2245 loss_bbox_4: 0.1699 loss_giou_4: 0.3211 time: 0.2799 data_time: 0.0210 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:33] d2.utils.events INFO: eta: 0:48:03 iter: 439679 total_loss: 4.566 loss_ce: 0.1915 loss_bbox: 0.1465 loss_giou: 0.278 loss_ce_0: 0.4223 loss_bbox_0: 0.2436 loss_giou_0: 0.4492 loss_ce_1: 0.3133 loss_bbox_1: 0.1786 loss_giou_1: 0.3285 loss_ce_2: 0.2447 loss_bbox_2: 0.1564 loss_giou_2: 0.2964 loss_ce_3: 0.2078 loss_bbox_3: 0.1472 loss_giou_3: 0.2875 loss_ce_4: 0.1963 loss_bbox_4: 0.1497 loss_giou_4: 0.2827 time: 0.2799 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:38] d2.utils.events INFO: eta: 0:47:57 iter: 439699 total_loss: 5.014 loss_ce: 0.2081 loss_bbox: 0.1599 loss_giou: 0.3081 loss_ce_0: 0.4473 loss_bbox_0: 0.2662 loss_giou_0: 0.4902 loss_ce_1: 0.3363 loss_bbox_1: 0.1862 loss_giou_1: 0.3523 loss_ce_2: 0.2691 loss_bbox_2: 0.1694 loss_giou_2: 0.3277 loss_ce_3: 0.2393 loss_bbox_3: 0.1698 loss_giou_3: 0.3228 loss_ce_4: 0.2162 loss_bbox_4: 0.1603 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:44] d2.utils.events INFO: eta: 0:47:53 iter: 439719 total_loss: 4.899 loss_ce: 0.2013 loss_bbox: 0.1541 loss_giou: 0.312 loss_ce_0: 0.4163 loss_bbox_0: 0.2617 loss_giou_0: 0.4694 loss_ce_1: 0.2945 loss_bbox_1: 0.1902 loss_giou_1: 0.3576 loss_ce_2: 0.2498 loss_bbox_2: 0.1744 loss_giou_2: 0.327 loss_ce_3: 0.2219 loss_bbox_3: 0.1655 loss_giou_3: 0.3168 loss_ce_4: 0.2033 loss_bbox_4: 0.1562 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:50] d2.utils.events INFO: eta: 0:47:48 iter: 439739 total_loss: 4.482 loss_ce: 0.1863 loss_bbox: 0.14 loss_giou: 0.2903 loss_ce_0: 0.4083 loss_bbox_0: 0.2338 loss_giou_0: 0.4624 loss_ce_1: 0.3003 loss_bbox_1: 0.1697 loss_giou_1: 0.3313 loss_ce_2: 0.2355 loss_bbox_2: 0.1547 loss_giou_2: 0.3138 loss_ce_3: 0.2176 loss_bbox_3: 0.1485 loss_giou_3: 0.3037 loss_ce_4: 0.2001 loss_bbox_4: 0.1413 loss_giou_4: 0.2986 time: 0.2799 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 01:07:55] d2.utils.events INFO: eta: 0:47:43 iter: 439759 total_loss: 4.86 loss_ce: 0.213 loss_bbox: 0.152 loss_giou: 0.3 loss_ce_0: 0.4402 loss_bbox_0: 0.2641 loss_giou_0: 0.4365 loss_ce_1: 0.3148 loss_bbox_1: 0.1824 loss_giou_1: 0.3383 loss_ce_2: 0.2731 loss_bbox_2: 0.1623 loss_giou_2: 0.3178 loss_ce_3: 0.2365 loss_bbox_3: 0.1526 loss_giou_3: 0.3052 loss_ce_4: 0.2114 loss_bbox_4: 0.1529 loss_giou_4: 0.2984 time: 0.2799 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 01:08:01] d2.utils.events INFO: eta: 0:47:38 iter: 439779 total_loss: 4.964 loss_ce: 0.2282 loss_bbox: 0.1539 loss_giou: 0.3262 loss_ce_0: 0.4386 loss_bbox_0: 0.2589 loss_giou_0: 0.4855 loss_ce_1: 0.3355 loss_bbox_1: 0.1793 loss_giou_1: 0.3485 loss_ce_2: 0.2846 loss_bbox_2: 0.1617 loss_giou_2: 0.3345 loss_ce_3: 0.2523 loss_bbox_3: 0.1591 loss_giou_3: 0.3327 loss_ce_4: 0.2333 loss_bbox_4: 0.1549 loss_giou_4: 0.3243 time: 0.2799 data_time: 0.0196 lr: 2.5e-07 max_mem: 5427M [11/04 01:08:09] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 2.20 seconds. [11/04 01:08:09] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/04 01:08:11] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/04 01:08:11] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/04 01:08:11] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/04 01:08:11] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/04 01:08:14] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/04 01:08:22] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0011 s/iter. Inference: 0.0439 s/iter. Eval: 0.0003 s/iter. Total: 0.0453 s/iter. ETA=0:00:27 [11/04 01:08:27] d2.evaluation.evaluator INFO: Inference done 109/625. Dataloading: 0.0031 s/iter. Inference: 0.0472 s/iter. Eval: 0.0004 s/iter. Total: 0.0509 s/iter. ETA=0:00:26 [11/04 01:08:32] d2.evaluation.evaluator INFO: Inference done 206/625. Dataloading: 0.0029 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0515 s/iter. ETA=0:00:21 [11/04 01:08:38] d2.evaluation.evaluator INFO: Inference done 304/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0004 s/iter. Total: 0.0514 s/iter. ETA=0:00:16 [11/04 01:08:43] d2.evaluation.evaluator INFO: Inference done 379/625. Dataloading: 0.0028 s/iter. Inference: 0.0481 s/iter. Eval: 0.0035 s/iter. Total: 0.0546 s/iter. ETA=0:00:13 [11/04 01:08:48] d2.evaluation.evaluator INFO: Inference done 484/625. Dataloading: 0.0028 s/iter. Inference: 0.0474 s/iter. Eval: 0.0028 s/iter. Total: 0.0531 s/iter. ETA=0:00:07 [11/04 01:08:53] d2.evaluation.evaluator INFO: Total inference time: 0:00:30.506667 (0.049204 s / iter per device, on 8 devices) [11/04 01:08:53] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:27 (0.043956 s / iter per device, on 8 devices) [11/04 01:09:02] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/04 01:09:02] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/04 01:09:05] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/04 01:09:09] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/04 01:09:23] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.70 seconds. [11/04 01:09:23] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/04 01:09:24] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.43 seconds. [11/04 01:09:24] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 44.952 | 64.257 | 48.210 | 26.716 | 47.542 | 61.295 | [11/04 01:09:24] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.701 | bicycle | 30.895 | car | 45.040 | | motorcycle | 46.204 | airplane | 69.236 | bus | 66.972 | | train | 68.068 | truck | 42.388 | boat | 28.121 | | traffic light | 27.358 | fire hydrant | 72.183 | stop sign | 69.630 | | parking meter | 46.397 | bench | 27.935 | bird | 39.929 | | cat | 74.769 | dog | 68.913 | horse | 62.642 | | sheep | 54.260 | cow | 61.847 | elephant | 67.406 | | bear | 74.645 | zebra | 69.096 | giraffe | 68.298 | | backpack | 17.359 | umbrella | 39.334 | handbag | 17.502 | | tie | 33.576 | suitcase | 44.224 | frisbee | 68.891 | | skis | 27.248 | snowboard | 47.031 | sports ball | 49.184 | | kite | 47.147 | baseball bat | 35.375 | baseball glove | 42.244 | | skateboard | 58.515 | surfboard | 41.086 | tennis racket | 51.292 | | bottle | 40.305 | wine glass | 35.522 | cup | 43.950 | | fork | 38.624 | knife | 21.621 | spoon | 21.691 | | bowl | 45.060 | banana | 25.906 | apple | 23.623 | | sandwich | 42.175 | orange | 30.845 | broccoli | 22.676 | | carrot | 23.157 | hot dog | 41.009 | pizza | 56.015 | | donut | 50.459 | cake | 38.691 | chair | 28.790 | | couch | 49.578 | potted plant | 29.120 | bed | 52.762 | | dining table | 31.784 | toilet | 63.147 | tv | 60.338 | | laptop | 63.130 | mouse | 63.024 | remote | 37.847 | | keyboard | 53.379 | cell phone | 38.776 | microwave | 63.676 | | oven | 36.026 | toaster | 30.733 | sink | 37.657 | | refrigerator | 61.712 | book | 14.715 | clock | 50.140 | | vase | 41.472 | scissors | 40.690 | teddy bear | 49.463 | | hair drier | 6.119 | toothbrush | 32.807 | | | [11/04 01:09:25] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/04 01:09:25] d2.evaluation.testing INFO: copypaste: Task: bbox [11/04 01:09:25] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/04 01:09:25] d2.evaluation.testing INFO: copypaste: 44.9519,64.2573,48.2103,26.7161,47.5422,61.2946 [11/04 01:09:25] d2.utils.events INFO: eta: 0:47:32 iter: 439799 total_loss: 4.839 loss_ce: 0.2085 loss_bbox: 0.1586 loss_giou: 0.2944 loss_ce_0: 0.4363 loss_bbox_0: 0.2731 loss_giou_0: 0.4819 loss_ce_1: 0.3251 loss_bbox_1: 0.1932 loss_giou_1: 0.3462 loss_ce_2: 0.2596 loss_bbox_2: 0.1724 loss_giou_2: 0.324 loss_ce_3: 0.2334 loss_bbox_3: 0.1654 loss_giou_3: 0.3097 loss_ce_4: 0.2138 loss_bbox_4: 0.1611 loss_giou_4: 0.2992 time: 0.2799 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 01:09:31] d2.utils.events INFO: eta: 0:47:28 iter: 439819 total_loss: 4.459 loss_ce: 0.1877 loss_bbox: 0.1413 loss_giou: 0.2896 loss_ce_0: 0.3829 loss_bbox_0: 0.2437 loss_giou_0: 0.4128 loss_ce_1: 0.2776 loss_bbox_1: 0.1731 loss_giou_1: 0.3205 loss_ce_2: 0.2263 loss_bbox_2: 0.1497 loss_giou_2: 0.3023 loss_ce_3: 0.1881 loss_bbox_3: 0.1489 loss_giou_3: 0.2962 loss_ce_4: 0.1838 loss_bbox_4: 0.1445 loss_giou_4: 0.2918 time: 0.2799 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/04 01:09:37] d2.utils.events INFO: eta: 0:47:25 iter: 439839 total_loss: 4.569 loss_ce: 0.1928 loss_bbox: 0.1425 loss_giou: 0.2958 loss_ce_0: 0.4123 loss_bbox_0: 0.2535 loss_giou_0: 0.4769 loss_ce_1: 0.3058 loss_bbox_1: 0.1737 loss_giou_1: 0.3375 loss_ce_2: 0.2532 loss_bbox_2: 0.1576 loss_giou_2: 0.3112 loss_ce_3: 0.2103 loss_bbox_3: 0.1487 loss_giou_3: 0.3076 loss_ce_4: 0.2001 loss_bbox_4: 0.1466 loss_giou_4: 0.3036 time: 0.2799 data_time: 0.0198 lr: 2.5e-07 max_mem: 5427M [11/04 01:09:42] d2.utils.events INFO: eta: 0:47:18 iter: 439859 total_loss: 4.663 loss_ce: 0.1912 loss_bbox: 0.1504 loss_giou: 0.3035 loss_ce_0: 0.4168 loss_bbox_0: 0.2575 loss_giou_0: 0.457 loss_ce_1: 0.3008 loss_bbox_1: 0.1717 loss_giou_1: 0.3355 loss_ce_2: 0.2423 loss_bbox_2: 0.1606 loss_giou_2: 0.3202 loss_ce_3: 0.2087 loss_bbox_3: 0.1572 loss_giou_3: 0.3078 loss_ce_4: 0.197 loss_bbox_4: 0.1516 loss_giou_4: 0.3047 time: 0.2799 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 01:09:48] d2.utils.events INFO: eta: 0:47:13 iter: 439879 total_loss: 4.466 loss_ce: 0.1802 loss_bbox: 0.1482 loss_giou: 0.2748 loss_ce_0: 0.4043 loss_bbox_0: 0.2568 loss_giou_0: 0.4413 loss_ce_1: 0.3076 loss_bbox_1: 0.1744 loss_giou_1: 0.3262 loss_ce_2: 0.2426 loss_bbox_2: 0.1598 loss_giou_2: 0.2955 loss_ce_3: 0.2082 loss_bbox_3: 0.155 loss_giou_3: 0.2794 loss_ce_4: 0.1868 loss_bbox_4: 0.1495 loss_giou_4: 0.2741 time: 0.2799 data_time: 0.0232 lr: 2.5e-07 max_mem: 5427M [11/04 01:09:54] d2.utils.events INFO: eta: 0:47:07 iter: 439899 total_loss: 4.746 loss_ce: 0.1858 loss_bbox: 0.1484 loss_giou: 0.2985 loss_ce_0: 0.4248 loss_bbox_0: 0.2584 loss_giou_0: 0.4678 loss_ce_1: 0.3051 loss_bbox_1: 0.1815 loss_giou_1: 0.339 loss_ce_2: 0.25 loss_bbox_2: 0.1622 loss_giou_2: 0.3181 loss_ce_3: 0.2121 loss_bbox_3: 0.1578 loss_giou_3: 0.2996 loss_ce_4: 0.1842 loss_bbox_4: 0.1522 loss_giou_4: 0.3041 time: 0.2799 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 01:09:59] d2.utils.events INFO: eta: 0:47:02 iter: 439919 total_loss: 4.703 loss_ce: 0.1961 loss_bbox: 0.1463 loss_giou: 0.2896 loss_ce_0: 0.427 loss_bbox_0: 0.2531 loss_giou_0: 0.4417 loss_ce_1: 0.3135 loss_bbox_1: 0.1713 loss_giou_1: 0.3334 loss_ce_2: 0.2369 loss_bbox_2: 0.1599 loss_giou_2: 0.3078 loss_ce_3: 0.2082 loss_bbox_3: 0.1555 loss_giou_3: 0.3022 loss_ce_4: 0.2047 loss_bbox_4: 0.149 loss_giou_4: 0.2955 time: 0.2799 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:05] d2.utils.events INFO: eta: 0:46:58 iter: 439939 total_loss: 4.855 loss_ce: 0.2048 loss_bbox: 0.1572 loss_giou: 0.3125 loss_ce_0: 0.414 loss_bbox_0: 0.2645 loss_giou_0: 0.4707 loss_ce_1: 0.3092 loss_bbox_1: 0.1828 loss_giou_1: 0.3559 loss_ce_2: 0.2533 loss_bbox_2: 0.1668 loss_giou_2: 0.3293 loss_ce_3: 0.2136 loss_bbox_3: 0.1616 loss_giou_3: 0.324 loss_ce_4: 0.2075 loss_bbox_4: 0.1583 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:11] d2.utils.events INFO: eta: 0:46:54 iter: 439959 total_loss: 4.796 loss_ce: 0.1875 loss_bbox: 0.15 loss_giou: 0.3041 loss_ce_0: 0.4201 loss_bbox_0: 0.2521 loss_giou_0: 0.4558 loss_ce_1: 0.3055 loss_bbox_1: 0.1773 loss_giou_1: 0.3487 loss_ce_2: 0.245 loss_bbox_2: 0.1598 loss_giou_2: 0.3237 loss_ce_3: 0.2052 loss_bbox_3: 0.153 loss_giou_3: 0.3119 loss_ce_4: 0.1948 loss_bbox_4: 0.1489 loss_giou_4: 0.3061 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:16] d2.utils.events INFO: eta: 0:46:49 iter: 439979 total_loss: 4.907 loss_ce: 0.2064 loss_bbox: 0.1532 loss_giou: 0.3137 loss_ce_0: 0.4293 loss_bbox_0: 0.2598 loss_giou_0: 0.4691 loss_ce_1: 0.3126 loss_bbox_1: 0.1831 loss_giou_1: 0.3483 loss_ce_2: 0.2523 loss_bbox_2: 0.1698 loss_giou_2: 0.3253 loss_ce_3: 0.221 loss_bbox_3: 0.158 loss_giou_3: 0.3223 loss_ce_4: 0.2121 loss_bbox_4: 0.1562 loss_giou_4: 0.3198 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:22] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0439999.pth [11/04 01:10:24] d2.utils.events INFO: eta: 0:46:42 iter: 439999 total_loss: 4.721 loss_ce: 0.1871 loss_bbox: 0.1547 loss_giou: 0.2913 loss_ce_0: 0.4201 loss_bbox_0: 0.2584 loss_giou_0: 0.4378 loss_ce_1: 0.3053 loss_bbox_1: 0.1759 loss_giou_1: 0.3369 loss_ce_2: 0.2448 loss_bbox_2: 0.1643 loss_giou_2: 0.3129 loss_ce_3: 0.2048 loss_bbox_3: 0.1617 loss_giou_3: 0.3026 loss_ce_4: 0.1971 loss_bbox_4: 0.1563 loss_giou_4: 0.2957 time: 0.2799 data_time: 0.0228 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:30] d2.utils.events INFO: eta: 0:46:36 iter: 440019 total_loss: 4.723 loss_ce: 0.2059 loss_bbox: 0.1546 loss_giou: 0.299 loss_ce_0: 0.442 loss_bbox_0: 0.2587 loss_giou_0: 0.4724 loss_ce_1: 0.3342 loss_bbox_1: 0.1891 loss_giou_1: 0.3543 loss_ce_2: 0.2682 loss_bbox_2: 0.1655 loss_giou_2: 0.3134 loss_ce_3: 0.2278 loss_bbox_3: 0.1618 loss_giou_3: 0.312 loss_ce_4: 0.2107 loss_bbox_4: 0.1546 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:36] d2.utils.events INFO: eta: 0:46:29 iter: 440039 total_loss: 4.604 loss_ce: 0.205 loss_bbox: 0.1548 loss_giou: 0.296 loss_ce_0: 0.4158 loss_bbox_0: 0.2582 loss_giou_0: 0.4503 loss_ce_1: 0.3118 loss_bbox_1: 0.1668 loss_giou_1: 0.335 loss_ce_2: 0.2571 loss_bbox_2: 0.1557 loss_giou_2: 0.3048 loss_ce_3: 0.2224 loss_bbox_3: 0.1535 loss_giou_3: 0.3041 loss_ce_4: 0.2079 loss_bbox_4: 0.1541 loss_giou_4: 0.2978 time: 0.2799 data_time: 0.0208 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:41] d2.utils.events INFO: eta: 0:46:22 iter: 440059 total_loss: 4.74 loss_ce: 0.2011 loss_bbox: 0.1548 loss_giou: 0.3078 loss_ce_0: 0.4253 loss_bbox_0: 0.2566 loss_giou_0: 0.4634 loss_ce_1: 0.3032 loss_bbox_1: 0.1782 loss_giou_1: 0.3423 loss_ce_2: 0.2527 loss_bbox_2: 0.1639 loss_giou_2: 0.3202 loss_ce_3: 0.222 loss_bbox_3: 0.1579 loss_giou_3: 0.3154 loss_ce_4: 0.2113 loss_bbox_4: 0.1565 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:47] d2.utils.events INFO: eta: 0:46:19 iter: 440079 total_loss: 4.952 loss_ce: 0.2099 loss_bbox: 0.1519 loss_giou: 0.3235 loss_ce_0: 0.4298 loss_bbox_0: 0.2638 loss_giou_0: 0.5098 loss_ce_1: 0.312 loss_bbox_1: 0.1821 loss_giou_1: 0.3792 loss_ce_2: 0.2636 loss_bbox_2: 0.1611 loss_giou_2: 0.3442 loss_ce_3: 0.2229 loss_bbox_3: 0.1524 loss_giou_3: 0.3316 loss_ce_4: 0.21 loss_bbox_4: 0.1528 loss_giou_4: 0.3279 time: 0.2799 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:53] d2.utils.events INFO: eta: 0:46:13 iter: 440099 total_loss: 4.708 loss_ce: 0.2095 loss_bbox: 0.1511 loss_giou: 0.3156 loss_ce_0: 0.43 loss_bbox_0: 0.2554 loss_giou_0: 0.4769 loss_ce_1: 0.3159 loss_bbox_1: 0.1713 loss_giou_1: 0.3532 loss_ce_2: 0.2555 loss_bbox_2: 0.1644 loss_giou_2: 0.3323 loss_ce_3: 0.2141 loss_bbox_3: 0.1602 loss_giou_3: 0.3212 loss_ce_4: 0.219 loss_bbox_4: 0.1549 loss_giou_4: 0.3175 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:10:58] d2.utils.events INFO: eta: 0:46:08 iter: 440119 total_loss: 4.539 loss_ce: 0.1855 loss_bbox: 0.1497 loss_giou: 0.2892 loss_ce_0: 0.4018 loss_bbox_0: 0.2488 loss_giou_0: 0.4514 loss_ce_1: 0.2849 loss_bbox_1: 0.1771 loss_giou_1: 0.3363 loss_ce_2: 0.2303 loss_bbox_2: 0.1593 loss_giou_2: 0.3091 loss_ce_3: 0.2014 loss_bbox_3: 0.1575 loss_giou_3: 0.3069 loss_ce_4: 0.1911 loss_bbox_4: 0.153 loss_giou_4: 0.2962 time: 0.2799 data_time: 0.0212 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:04] d2.utils.events INFO: eta: 0:46:02 iter: 440139 total_loss: 4.736 loss_ce: 0.1967 loss_bbox: 0.1571 loss_giou: 0.2898 loss_ce_0: 0.4154 loss_bbox_0: 0.2652 loss_giou_0: 0.4586 loss_ce_1: 0.3049 loss_bbox_1: 0.1886 loss_giou_1: 0.3394 loss_ce_2: 0.2419 loss_bbox_2: 0.1735 loss_giou_2: 0.3053 loss_ce_3: 0.2142 loss_bbox_3: 0.1612 loss_giou_3: 0.3042 loss_ce_4: 0.2025 loss_bbox_4: 0.1642 loss_giou_4: 0.2965 time: 0.2799 data_time: 0.0209 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:10] d2.utils.events INFO: eta: 0:45:57 iter: 440159 total_loss: 4.906 loss_ce: 0.2125 loss_bbox: 0.1551 loss_giou: 0.2868 loss_ce_0: 0.4336 loss_bbox_0: 0.2635 loss_giou_0: 0.4524 loss_ce_1: 0.3228 loss_bbox_1: 0.1891 loss_giou_1: 0.3364 loss_ce_2: 0.2607 loss_bbox_2: 0.1681 loss_giou_2: 0.3012 loss_ce_3: 0.2291 loss_bbox_3: 0.1628 loss_giou_3: 0.3005 loss_ce_4: 0.2153 loss_bbox_4: 0.158 loss_giou_4: 0.2934 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:15] d2.utils.events INFO: eta: 0:45:51 iter: 440179 total_loss: 4.639 loss_ce: 0.2016 loss_bbox: 0.1513 loss_giou: 0.2785 loss_ce_0: 0.4224 loss_bbox_0: 0.2557 loss_giou_0: 0.4331 loss_ce_1: 0.3144 loss_bbox_1: 0.1861 loss_giou_1: 0.3276 loss_ce_2: 0.2534 loss_bbox_2: 0.1648 loss_giou_2: 0.3066 loss_ce_3: 0.2144 loss_bbox_3: 0.154 loss_giou_3: 0.2927 loss_ce_4: 0.2018 loss_bbox_4: 0.1529 loss_giou_4: 0.2863 time: 0.2799 data_time: 0.0213 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:21] d2.utils.events INFO: eta: 0:45:46 iter: 440199 total_loss: 4.641 loss_ce: 0.1825 loss_bbox: 0.1433 loss_giou: 0.2904 loss_ce_0: 0.4063 loss_bbox_0: 0.2476 loss_giou_0: 0.456 loss_ce_1: 0.2955 loss_bbox_1: 0.1733 loss_giou_1: 0.3416 loss_ce_2: 0.2354 loss_bbox_2: 0.1575 loss_giou_2: 0.3158 loss_ce_3: 0.2024 loss_bbox_3: 0.1496 loss_giou_3: 0.3037 loss_ce_4: 0.1849 loss_bbox_4: 0.1444 loss_giou_4: 0.3048 time: 0.2799 data_time: 0.0184 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:27] d2.utils.events INFO: eta: 0:45:40 iter: 440219 total_loss: 4.893 loss_ce: 0.2123 loss_bbox: 0.1496 loss_giou: 0.3161 loss_ce_0: 0.4386 loss_bbox_0: 0.2675 loss_giou_0: 0.4739 loss_ce_1: 0.3339 loss_bbox_1: 0.1867 loss_giou_1: 0.3578 loss_ce_2: 0.2807 loss_bbox_2: 0.1631 loss_giou_2: 0.3284 loss_ce_3: 0.2462 loss_bbox_3: 0.154 loss_giou_3: 0.3261 loss_ce_4: 0.2266 loss_bbox_4: 0.1513 loss_giou_4: 0.3155 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:32] d2.utils.events INFO: eta: 0:45:36 iter: 440239 total_loss: 4.751 loss_ce: 0.1993 loss_bbox: 0.1527 loss_giou: 0.2951 loss_ce_0: 0.4158 loss_bbox_0: 0.2641 loss_giou_0: 0.4533 loss_ce_1: 0.3135 loss_bbox_1: 0.1814 loss_giou_1: 0.3468 loss_ce_2: 0.2589 loss_bbox_2: 0.1668 loss_giou_2: 0.3183 loss_ce_3: 0.2158 loss_bbox_3: 0.1653 loss_giou_3: 0.3084 loss_ce_4: 0.2011 loss_bbox_4: 0.1553 loss_giou_4: 0.3041 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:38] d2.utils.events INFO: eta: 0:45:30 iter: 440259 total_loss: 4.69 loss_ce: 0.1977 loss_bbox: 0.1557 loss_giou: 0.2983 loss_ce_0: 0.4042 loss_bbox_0: 0.2662 loss_giou_0: 0.4551 loss_ce_1: 0.3076 loss_bbox_1: 0.185 loss_giou_1: 0.3347 loss_ce_2: 0.2555 loss_bbox_2: 0.1644 loss_giou_2: 0.31 loss_ce_3: 0.2181 loss_bbox_3: 0.1607 loss_giou_3: 0.3029 loss_ce_4: 0.204 loss_bbox_4: 0.1575 loss_giou_4: 0.3 time: 0.2799 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:44] d2.utils.events INFO: eta: 0:45:24 iter: 440279 total_loss: 4.781 loss_ce: 0.1904 loss_bbox: 0.1588 loss_giou: 0.3113 loss_ce_0: 0.412 loss_bbox_0: 0.2697 loss_giou_0: 0.4688 loss_ce_1: 0.3141 loss_bbox_1: 0.1863 loss_giou_1: 0.3578 loss_ce_2: 0.2433 loss_bbox_2: 0.1741 loss_giou_2: 0.3314 loss_ce_3: 0.22 loss_bbox_3: 0.1668 loss_giou_3: 0.3226 loss_ce_4: 0.1956 loss_bbox_4: 0.1605 loss_giou_4: 0.3162 time: 0.2799 data_time: 0.0212 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:49] d2.utils.events INFO: eta: 0:45:19 iter: 440299 total_loss: 4.892 loss_ce: 0.2197 loss_bbox: 0.1579 loss_giou: 0.3015 loss_ce_0: 0.4264 loss_bbox_0: 0.2633 loss_giou_0: 0.4543 loss_ce_1: 0.3258 loss_bbox_1: 0.1848 loss_giou_1: 0.3411 loss_ce_2: 0.2651 loss_bbox_2: 0.1699 loss_giou_2: 0.3195 loss_ce_3: 0.2392 loss_bbox_3: 0.1627 loss_giou_3: 0.3123 loss_ce_4: 0.2229 loss_bbox_4: 0.1631 loss_giou_4: 0.3048 time: 0.2799 data_time: 0.0230 lr: 2.5e-07 max_mem: 5427M [11/04 01:11:55] d2.utils.events INFO: eta: 0:45:13 iter: 440319 total_loss: 4.97 loss_ce: 0.2107 loss_bbox: 0.1509 loss_giou: 0.3192 loss_ce_0: 0.4404 loss_bbox_0: 0.2626 loss_giou_0: 0.4954 loss_ce_1: 0.3147 loss_bbox_1: 0.1889 loss_giou_1: 0.3636 loss_ce_2: 0.2617 loss_bbox_2: 0.1721 loss_giou_2: 0.3344 loss_ce_3: 0.2228 loss_bbox_3: 0.161 loss_giou_3: 0.3269 loss_ce_4: 0.2151 loss_bbox_4: 0.1588 loss_giou_4: 0.3229 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:01] d2.utils.events INFO: eta: 0:45:07 iter: 440339 total_loss: 4.555 loss_ce: 0.1885 loss_bbox: 0.1513 loss_giou: 0.2923 loss_ce_0: 0.4232 loss_bbox_0: 0.2594 loss_giou_0: 0.4351 loss_ce_1: 0.3074 loss_bbox_1: 0.1804 loss_giou_1: 0.3214 loss_ce_2: 0.2483 loss_bbox_2: 0.1629 loss_giou_2: 0.3104 loss_ce_3: 0.2045 loss_bbox_3: 0.159 loss_giou_3: 0.3008 loss_ce_4: 0.1947 loss_bbox_4: 0.1513 loss_giou_4: 0.2945 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:07] d2.utils.events INFO: eta: 0:45:01 iter: 440359 total_loss: 4.778 loss_ce: 0.2019 loss_bbox: 0.1471 loss_giou: 0.2953 loss_ce_0: 0.4141 loss_bbox_0: 0.2541 loss_giou_0: 0.4607 loss_ce_1: 0.3122 loss_bbox_1: 0.1716 loss_giou_1: 0.346 loss_ce_2: 0.2484 loss_bbox_2: 0.1564 loss_giou_2: 0.318 loss_ce_3: 0.2177 loss_bbox_3: 0.1499 loss_giou_3: 0.3038 loss_ce_4: 0.2062 loss_bbox_4: 0.1488 loss_giou_4: 0.3016 time: 0.2799 data_time: 0.0191 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:12] d2.utils.events INFO: eta: 0:44:57 iter: 440379 total_loss: 4.666 loss_ce: 0.1994 loss_bbox: 0.1658 loss_giou: 0.3145 loss_ce_0: 0.4245 loss_bbox_0: 0.2653 loss_giou_0: 0.4664 loss_ce_1: 0.3085 loss_bbox_1: 0.1908 loss_giou_1: 0.3586 loss_ce_2: 0.2476 loss_bbox_2: 0.1759 loss_giou_2: 0.3331 loss_ce_3: 0.2221 loss_bbox_3: 0.1719 loss_giou_3: 0.3261 loss_ce_4: 0.2023 loss_bbox_4: 0.1686 loss_giou_4: 0.32 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:18] d2.utils.events INFO: eta: 0:44:52 iter: 440399 total_loss: 4.708 loss_ce: 0.2072 loss_bbox: 0.1523 loss_giou: 0.3004 loss_ce_0: 0.4213 loss_bbox_0: 0.2612 loss_giou_0: 0.4741 loss_ce_1: 0.3162 loss_bbox_1: 0.1809 loss_giou_1: 0.3509 loss_ce_2: 0.2573 loss_bbox_2: 0.1661 loss_giou_2: 0.3203 loss_ce_3: 0.2284 loss_bbox_3: 0.1598 loss_giou_3: 0.307 loss_ce_4: 0.2131 loss_bbox_4: 0.1549 loss_giou_4: 0.3018 time: 0.2799 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:24] d2.utils.events INFO: eta: 0:44:46 iter: 440419 total_loss: 4.74 loss_ce: 0.1929 loss_bbox: 0.1622 loss_giou: 0.3022 loss_ce_0: 0.4127 loss_bbox_0: 0.2561 loss_giou_0: 0.4595 loss_ce_1: 0.2971 loss_bbox_1: 0.1928 loss_giou_1: 0.3485 loss_ce_2: 0.2509 loss_bbox_2: 0.1702 loss_giou_2: 0.3196 loss_ce_3: 0.2058 loss_bbox_3: 0.1648 loss_giou_3: 0.3133 loss_ce_4: 0.1991 loss_bbox_4: 0.1612 loss_giou_4: 0.3044 time: 0.2799 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:29] d2.utils.events INFO: eta: 0:44:41 iter: 440439 total_loss: 4.611 loss_ce: 0.1886 loss_bbox: 0.1626 loss_giou: 0.2815 loss_ce_0: 0.4182 loss_bbox_0: 0.2774 loss_giou_0: 0.4321 loss_ce_1: 0.3163 loss_bbox_1: 0.1913 loss_giou_1: 0.3209 loss_ce_2: 0.2485 loss_bbox_2: 0.176 loss_giou_2: 0.2979 loss_ce_3: 0.208 loss_bbox_3: 0.172 loss_giou_3: 0.288 loss_ce_4: 0.199 loss_bbox_4: 0.1675 loss_giou_4: 0.2866 time: 0.2799 data_time: 0.0302 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:35] d2.utils.events INFO: eta: 0:44:36 iter: 440459 total_loss: 4.758 loss_ce: 0.2132 loss_bbox: 0.1497 loss_giou: 0.3193 loss_ce_0: 0.4102 loss_bbox_0: 0.2526 loss_giou_0: 0.4954 loss_ce_1: 0.31 loss_bbox_1: 0.1705 loss_giou_1: 0.3638 loss_ce_2: 0.2444 loss_bbox_2: 0.1566 loss_giou_2: 0.3328 loss_ce_3: 0.2184 loss_bbox_3: 0.1495 loss_giou_3: 0.3233 loss_ce_4: 0.216 loss_bbox_4: 0.1473 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0304 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:41] d2.utils.events INFO: eta: 0:44:31 iter: 440479 total_loss: 4.69 loss_ce: 0.1981 loss_bbox: 0.1483 loss_giou: 0.3073 loss_ce_0: 0.4147 loss_bbox_0: 0.2516 loss_giou_0: 0.4793 loss_ce_1: 0.2969 loss_bbox_1: 0.1733 loss_giou_1: 0.3587 loss_ce_2: 0.2466 loss_bbox_2: 0.1615 loss_giou_2: 0.3232 loss_ce_3: 0.216 loss_bbox_3: 0.1583 loss_giou_3: 0.3123 loss_ce_4: 0.2042 loss_bbox_4: 0.1512 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:46] d2.utils.events INFO: eta: 0:44:26 iter: 440499 total_loss: 4.775 loss_ce: 0.1954 loss_bbox: 0.15 loss_giou: 0.2932 loss_ce_0: 0.4129 loss_bbox_0: 0.2594 loss_giou_0: 0.4709 loss_ce_1: 0.3149 loss_bbox_1: 0.1723 loss_giou_1: 0.3545 loss_ce_2: 0.2563 loss_bbox_2: 0.1584 loss_giou_2: 0.3223 loss_ce_3: 0.2166 loss_bbox_3: 0.1552 loss_giou_3: 0.3036 loss_ce_4: 0.2078 loss_bbox_4: 0.1507 loss_giou_4: 0.2988 time: 0.2799 data_time: 0.0178 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:52] d2.utils.events INFO: eta: 0:44:20 iter: 440519 total_loss: 4.451 loss_ce: 0.1942 loss_bbox: 0.1516 loss_giou: 0.274 loss_ce_0: 0.4173 loss_bbox_0: 0.2709 loss_giou_0: 0.43 loss_ce_1: 0.3057 loss_bbox_1: 0.1835 loss_giou_1: 0.3123 loss_ce_2: 0.2492 loss_bbox_2: 0.1642 loss_giou_2: 0.295 loss_ce_3: 0.2106 loss_bbox_3: 0.1569 loss_giou_3: 0.2808 loss_ce_4: 0.1959 loss_bbox_4: 0.1547 loss_giou_4: 0.2806 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:12:58] d2.utils.events INFO: eta: 0:44:14 iter: 440539 total_loss: 4.823 loss_ce: 0.198 loss_bbox: 0.1567 loss_giou: 0.2905 loss_ce_0: 0.4245 loss_bbox_0: 0.2671 loss_giou_0: 0.4538 loss_ce_1: 0.3199 loss_bbox_1: 0.1888 loss_giou_1: 0.334 loss_ce_2: 0.2579 loss_bbox_2: 0.1752 loss_giou_2: 0.3138 loss_ce_3: 0.2215 loss_bbox_3: 0.1708 loss_giou_3: 0.3052 loss_ce_4: 0.2028 loss_bbox_4: 0.1613 loss_giou_4: 0.2981 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:03] d2.utils.events INFO: eta: 0:44:09 iter: 440559 total_loss: 4.733 loss_ce: 0.2085 loss_bbox: 0.1561 loss_giou: 0.3004 loss_ce_0: 0.4341 loss_bbox_0: 0.2697 loss_giou_0: 0.4545 loss_ce_1: 0.325 loss_bbox_1: 0.1873 loss_giou_1: 0.3344 loss_ce_2: 0.2625 loss_bbox_2: 0.1722 loss_giou_2: 0.312 loss_ce_3: 0.2201 loss_bbox_3: 0.1679 loss_giou_3: 0.3051 loss_ce_4: 0.2122 loss_bbox_4: 0.1609 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:09] d2.utils.events INFO: eta: 0:44:05 iter: 440579 total_loss: 4.586 loss_ce: 0.1922 loss_bbox: 0.1438 loss_giou: 0.2988 loss_ce_0: 0.416 loss_bbox_0: 0.2464 loss_giou_0: 0.4548 loss_ce_1: 0.3034 loss_bbox_1: 0.1687 loss_giou_1: 0.3376 loss_ce_2: 0.2389 loss_bbox_2: 0.1568 loss_giou_2: 0.3143 loss_ce_3: 0.2068 loss_bbox_3: 0.1479 loss_giou_3: 0.306 loss_ce_4: 0.1917 loss_bbox_4: 0.1457 loss_giou_4: 0.2986 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:15] d2.utils.events INFO: eta: 0:44:00 iter: 440599 total_loss: 4.77 loss_ce: 0.2113 loss_bbox: 0.1633 loss_giou: 0.2849 loss_ce_0: 0.429 loss_bbox_0: 0.2734 loss_giou_0: 0.4484 loss_ce_1: 0.3194 loss_bbox_1: 0.1883 loss_giou_1: 0.3313 loss_ce_2: 0.2655 loss_bbox_2: 0.168 loss_giou_2: 0.3087 loss_ce_3: 0.2308 loss_bbox_3: 0.1639 loss_giou_3: 0.297 loss_ce_4: 0.2135 loss_bbox_4: 0.1578 loss_giou_4: 0.2855 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:20] d2.utils.events INFO: eta: 0:43:53 iter: 440619 total_loss: 4.884 loss_ce: 0.2091 loss_bbox: 0.1538 loss_giou: 0.3251 loss_ce_0: 0.4064 loss_bbox_0: 0.256 loss_giou_0: 0.4868 loss_ce_1: 0.3031 loss_bbox_1: 0.1731 loss_giou_1: 0.3671 loss_ce_2: 0.2447 loss_bbox_2: 0.1615 loss_giou_2: 0.3385 loss_ce_3: 0.2231 loss_bbox_3: 0.1579 loss_giou_3: 0.3318 loss_ce_4: 0.2186 loss_bbox_4: 0.1556 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0232 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:26] d2.utils.events INFO: eta: 0:43:47 iter: 440639 total_loss: 4.57 loss_ce: 0.1889 loss_bbox: 0.1432 loss_giou: 0.2876 loss_ce_0: 0.4259 loss_bbox_0: 0.2528 loss_giou_0: 0.4392 loss_ce_1: 0.3143 loss_bbox_1: 0.1763 loss_giou_1: 0.3217 loss_ce_2: 0.235 loss_bbox_2: 0.1582 loss_giou_2: 0.3009 loss_ce_3: 0.2082 loss_bbox_3: 0.1512 loss_giou_3: 0.2933 loss_ce_4: 0.1924 loss_bbox_4: 0.1463 loss_giou_4: 0.2903 time: 0.2799 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:32] d2.utils.events INFO: eta: 0:43:40 iter: 440659 total_loss: 4.997 loss_ce: 0.2194 loss_bbox: 0.1623 loss_giou: 0.3052 loss_ce_0: 0.4383 loss_bbox_0: 0.2602 loss_giou_0: 0.4756 loss_ce_1: 0.3242 loss_bbox_1: 0.1835 loss_giou_1: 0.3666 loss_ce_2: 0.2707 loss_bbox_2: 0.1769 loss_giou_2: 0.3299 loss_ce_3: 0.242 loss_bbox_3: 0.1669 loss_giou_3: 0.3135 loss_ce_4: 0.2214 loss_bbox_4: 0.1646 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:37] d2.utils.events INFO: eta: 0:43:35 iter: 440679 total_loss: 4.526 loss_ce: 0.1926 loss_bbox: 0.144 loss_giou: 0.2838 loss_ce_0: 0.4153 loss_bbox_0: 0.2505 loss_giou_0: 0.4522 loss_ce_1: 0.3029 loss_bbox_1: 0.1693 loss_giou_1: 0.3202 loss_ce_2: 0.2427 loss_bbox_2: 0.1549 loss_giou_2: 0.2961 loss_ce_3: 0.1999 loss_bbox_3: 0.1481 loss_giou_3: 0.2852 loss_ce_4: 0.1923 loss_bbox_4: 0.1452 loss_giou_4: 0.2839 time: 0.2799 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:43] d2.utils.events INFO: eta: 0:43:31 iter: 440699 total_loss: 4.745 loss_ce: 0.1924 loss_bbox: 0.1491 loss_giou: 0.2933 loss_ce_0: 0.4063 loss_bbox_0: 0.248 loss_giou_0: 0.4601 loss_ce_1: 0.2932 loss_bbox_1: 0.1774 loss_giou_1: 0.3439 loss_ce_2: 0.2293 loss_bbox_2: 0.1619 loss_giou_2: 0.3211 loss_ce_3: 0.2092 loss_bbox_3: 0.1592 loss_giou_3: 0.3086 loss_ce_4: 0.1921 loss_bbox_4: 0.1513 loss_giou_4: 0.3036 time: 0.2799 data_time: 0.0223 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:49] d2.utils.events INFO: eta: 0:43:25 iter: 440719 total_loss: 4.937 loss_ce: 0.2058 loss_bbox: 0.1636 loss_giou: 0.3136 loss_ce_0: 0.4276 loss_bbox_0: 0.2749 loss_giou_0: 0.4901 loss_ce_1: 0.3267 loss_bbox_1: 0.1919 loss_giou_1: 0.3751 loss_ce_2: 0.2599 loss_bbox_2: 0.1765 loss_giou_2: 0.3376 loss_ce_3: 0.2284 loss_bbox_3: 0.1701 loss_giou_3: 0.3258 loss_ce_4: 0.2116 loss_bbox_4: 0.1647 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:13:54] d2.utils.events INFO: eta: 0:43:20 iter: 440739 total_loss: 4.858 loss_ce: 0.2119 loss_bbox: 0.1595 loss_giou: 0.3112 loss_ce_0: 0.4187 loss_bbox_0: 0.2698 loss_giou_0: 0.467 loss_ce_1: 0.3203 loss_bbox_1: 0.1922 loss_giou_1: 0.3598 loss_ce_2: 0.2597 loss_bbox_2: 0.1804 loss_giou_2: 0.3323 loss_ce_3: 0.2304 loss_bbox_3: 0.167 loss_giou_3: 0.3218 loss_ce_4: 0.2123 loss_bbox_4: 0.1627 loss_giou_4: 0.3212 time: 0.2799 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:00] d2.utils.events INFO: eta: 0:43:15 iter: 440759 total_loss: 4.546 loss_ce: 0.1904 loss_bbox: 0.1438 loss_giou: 0.276 loss_ce_0: 0.4143 loss_bbox_0: 0.2596 loss_giou_0: 0.4359 loss_ce_1: 0.3041 loss_bbox_1: 0.1808 loss_giou_1: 0.323 loss_ce_2: 0.2476 loss_bbox_2: 0.1647 loss_giou_2: 0.2917 loss_ce_3: 0.2105 loss_bbox_3: 0.1539 loss_giou_3: 0.2866 loss_ce_4: 0.1991 loss_bbox_4: 0.151 loss_giou_4: 0.2794 time: 0.2799 data_time: 0.0204 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:06] d2.utils.events INFO: eta: 0:43:09 iter: 440779 total_loss: 4.71 loss_ce: 0.1922 loss_bbox: 0.1565 loss_giou: 0.3129 loss_ce_0: 0.436 loss_bbox_0: 0.2548 loss_giou_0: 0.4713 loss_ce_1: 0.3209 loss_bbox_1: 0.1804 loss_giou_1: 0.3534 loss_ce_2: 0.2488 loss_bbox_2: 0.1611 loss_giou_2: 0.3315 loss_ce_3: 0.216 loss_bbox_3: 0.1552 loss_giou_3: 0.3217 loss_ce_4: 0.2014 loss_bbox_4: 0.1583 loss_giou_4: 0.315 time: 0.2799 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:12] d2.utils.events INFO: eta: 0:43:03 iter: 440799 total_loss: 4.74 loss_ce: 0.2105 loss_bbox: 0.1573 loss_giou: 0.2977 loss_ce_0: 0.4292 loss_bbox_0: 0.2686 loss_giou_0: 0.4641 loss_ce_1: 0.3267 loss_bbox_1: 0.1952 loss_giou_1: 0.3394 loss_ce_2: 0.2662 loss_bbox_2: 0.1707 loss_giou_2: 0.3109 loss_ce_3: 0.2278 loss_bbox_3: 0.1647 loss_giou_3: 0.3026 loss_ce_4: 0.2075 loss_bbox_4: 0.1608 loss_giou_4: 0.3012 time: 0.2799 data_time: 0.0288 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:17] d2.utils.events INFO: eta: 0:42:58 iter: 440819 total_loss: 4.976 loss_ce: 0.2159 loss_bbox: 0.1624 loss_giou: 0.3063 loss_ce_0: 0.4349 loss_bbox_0: 0.271 loss_giou_0: 0.4793 loss_ce_1: 0.3231 loss_bbox_1: 0.191 loss_giou_1: 0.3529 loss_ce_2: 0.263 loss_bbox_2: 0.1762 loss_giou_2: 0.3318 loss_ce_3: 0.2371 loss_bbox_3: 0.1679 loss_giou_3: 0.3263 loss_ce_4: 0.2149 loss_bbox_4: 0.165 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0207 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:23] d2.utils.events INFO: eta: 0:42:51 iter: 440839 total_loss: 4.757 loss_ce: 0.1965 loss_bbox: 0.1527 loss_giou: 0.2939 loss_ce_0: 0.4279 loss_bbox_0: 0.2654 loss_giou_0: 0.4643 loss_ce_1: 0.3143 loss_bbox_1: 0.1782 loss_giou_1: 0.3428 loss_ce_2: 0.2553 loss_bbox_2: 0.1641 loss_giou_2: 0.3119 loss_ce_3: 0.2265 loss_bbox_3: 0.1607 loss_giou_3: 0.3062 loss_ce_4: 0.2066 loss_bbox_4: 0.1569 loss_giou_4: 0.301 time: 0.2799 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:29] d2.utils.events INFO: eta: 0:42:45 iter: 440859 total_loss: 4.815 loss_ce: 0.2073 loss_bbox: 0.1572 loss_giou: 0.2993 loss_ce_0: 0.4246 loss_bbox_0: 0.268 loss_giou_0: 0.4672 loss_ce_1: 0.3189 loss_bbox_1: 0.1914 loss_giou_1: 0.3454 loss_ce_2: 0.2645 loss_bbox_2: 0.1717 loss_giou_2: 0.3138 loss_ce_3: 0.2265 loss_bbox_3: 0.1646 loss_giou_3: 0.3104 loss_ce_4: 0.2081 loss_bbox_4: 0.1613 loss_giou_4: 0.3033 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:34] d2.utils.events INFO: eta: 0:42:40 iter: 440879 total_loss: 4.729 loss_ce: 0.1999 loss_bbox: 0.1579 loss_giou: 0.3003 loss_ce_0: 0.4138 loss_bbox_0: 0.2562 loss_giou_0: 0.4339 loss_ce_1: 0.307 loss_bbox_1: 0.1863 loss_giou_1: 0.3398 loss_ce_2: 0.2482 loss_bbox_2: 0.1681 loss_giou_2: 0.3146 loss_ce_3: 0.2211 loss_bbox_3: 0.1687 loss_giou_3: 0.3054 loss_ce_4: 0.2032 loss_bbox_4: 0.1618 loss_giou_4: 0.302 time: 0.2799 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:40] d2.utils.events INFO: eta: 0:42:35 iter: 440899 total_loss: 4.674 loss_ce: 0.1939 loss_bbox: 0.1472 loss_giou: 0.293 loss_ce_0: 0.4123 loss_bbox_0: 0.2571 loss_giou_0: 0.4652 loss_ce_1: 0.3037 loss_bbox_1: 0.173 loss_giou_1: 0.3412 loss_ce_2: 0.2433 loss_bbox_2: 0.1542 loss_giou_2: 0.309 loss_ce_3: 0.2139 loss_bbox_3: 0.1551 loss_giou_3: 0.3048 loss_ce_4: 0.1996 loss_bbox_4: 0.1491 loss_giou_4: 0.2941 time: 0.2799 data_time: 0.0215 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:46] d2.utils.events INFO: eta: 0:42:28 iter: 440919 total_loss: 4.663 loss_ce: 0.1996 loss_bbox: 0.1623 loss_giou: 0.2911 loss_ce_0: 0.4156 loss_bbox_0: 0.2566 loss_giou_0: 0.4401 loss_ce_1: 0.3024 loss_bbox_1: 0.1848 loss_giou_1: 0.332 loss_ce_2: 0.2395 loss_bbox_2: 0.1729 loss_giou_2: 0.3099 loss_ce_3: 0.196 loss_bbox_3: 0.1646 loss_giou_3: 0.2964 loss_ce_4: 0.1935 loss_bbox_4: 0.1615 loss_giou_4: 0.295 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:51] d2.utils.events INFO: eta: 0:42:21 iter: 440939 total_loss: 4.791 loss_ce: 0.2077 loss_bbox: 0.1542 loss_giou: 0.3003 loss_ce_0: 0.4244 loss_bbox_0: 0.2568 loss_giou_0: 0.4709 loss_ce_1: 0.311 loss_bbox_1: 0.1873 loss_giou_1: 0.3579 loss_ce_2: 0.2589 loss_bbox_2: 0.168 loss_giou_2: 0.3293 loss_ce_3: 0.2266 loss_bbox_3: 0.1606 loss_giou_3: 0.3198 loss_ce_4: 0.2143 loss_bbox_4: 0.1558 loss_giou_4: 0.3103 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:14:57] d2.utils.events INFO: eta: 0:42:15 iter: 440959 total_loss: 4.892 loss_ce: 0.2063 loss_bbox: 0.1562 loss_giou: 0.2984 loss_ce_0: 0.427 loss_bbox_0: 0.2624 loss_giou_0: 0.4633 loss_ce_1: 0.3288 loss_bbox_1: 0.1868 loss_giou_1: 0.3448 loss_ce_2: 0.2569 loss_bbox_2: 0.171 loss_giou_2: 0.3198 loss_ce_3: 0.2302 loss_bbox_3: 0.1643 loss_giou_3: 0.3145 loss_ce_4: 0.2178 loss_bbox_4: 0.159 loss_giou_4: 0.3048 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:03] d2.utils.events INFO: eta: 0:42:09 iter: 440979 total_loss: 4.504 loss_ce: 0.1884 loss_bbox: 0.1371 loss_giou: 0.28 loss_ce_0: 0.4325 loss_bbox_0: 0.241 loss_giou_0: 0.4306 loss_ce_1: 0.3093 loss_bbox_1: 0.1695 loss_giou_1: 0.3146 loss_ce_2: 0.2414 loss_bbox_2: 0.1531 loss_giou_2: 0.3055 loss_ce_3: 0.2112 loss_bbox_3: 0.1458 loss_giou_3: 0.2903 loss_ce_4: 0.1947 loss_bbox_4: 0.1421 loss_giou_4: 0.2862 time: 0.2799 data_time: 0.0209 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:08] d2.utils.events INFO: eta: 0:42:06 iter: 440999 total_loss: 4.616 loss_ce: 0.1995 loss_bbox: 0.1563 loss_giou: 0.2954 loss_ce_0: 0.4372 loss_bbox_0: 0.2652 loss_giou_0: 0.4521 loss_ce_1: 0.3108 loss_bbox_1: 0.1801 loss_giou_1: 0.3383 loss_ce_2: 0.2496 loss_bbox_2: 0.164 loss_giou_2: 0.3126 loss_ce_3: 0.2211 loss_bbox_3: 0.1597 loss_giou_3: 0.3031 loss_ce_4: 0.2025 loss_bbox_4: 0.1581 loss_giou_4: 0.2984 time: 0.2799 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:14] d2.utils.events INFO: eta: 0:42:01 iter: 441019 total_loss: 5.079 loss_ce: 0.2198 loss_bbox: 0.1551 loss_giou: 0.3109 loss_ce_0: 0.4434 loss_bbox_0: 0.2527 loss_giou_0: 0.4961 loss_ce_1: 0.3284 loss_bbox_1: 0.1752 loss_giou_1: 0.3707 loss_ce_2: 0.2666 loss_bbox_2: 0.1666 loss_giou_2: 0.3349 loss_ce_3: 0.2429 loss_bbox_3: 0.1611 loss_giou_3: 0.3234 loss_ce_4: 0.2215 loss_bbox_4: 0.157 loss_giou_4: 0.3158 time: 0.2799 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:20] d2.utils.events INFO: eta: 0:41:56 iter: 441039 total_loss: 4.834 loss_ce: 0.2272 loss_bbox: 0.1503 loss_giou: 0.3155 loss_ce_0: 0.4232 loss_bbox_0: 0.2605 loss_giou_0: 0.4685 loss_ce_1: 0.308 loss_bbox_1: 0.1819 loss_giou_1: 0.3612 loss_ce_2: 0.2705 loss_bbox_2: 0.1647 loss_giou_2: 0.3377 loss_ce_3: 0.2489 loss_bbox_3: 0.1562 loss_giou_3: 0.3279 loss_ce_4: 0.2273 loss_bbox_4: 0.1531 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:26] d2.utils.events INFO: eta: 0:41:52 iter: 441059 total_loss: 4.782 loss_ce: 0.2018 loss_bbox: 0.1608 loss_giou: 0.3045 loss_ce_0: 0.4242 loss_bbox_0: 0.2641 loss_giou_0: 0.4372 loss_ce_1: 0.316 loss_bbox_1: 0.1882 loss_giou_1: 0.343 loss_ce_2: 0.2632 loss_bbox_2: 0.1687 loss_giou_2: 0.3202 loss_ce_3: 0.2257 loss_bbox_3: 0.1634 loss_giou_3: 0.3116 loss_ce_4: 0.209 loss_bbox_4: 0.1615 loss_giou_4: 0.3089 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:31] d2.utils.events INFO: eta: 0:41:46 iter: 441079 total_loss: 4.936 loss_ce: 0.2157 loss_bbox: 0.1535 loss_giou: 0.3071 loss_ce_0: 0.4434 loss_bbox_0: 0.2721 loss_giou_0: 0.4651 loss_ce_1: 0.3351 loss_bbox_1: 0.1871 loss_giou_1: 0.3537 loss_ce_2: 0.2668 loss_bbox_2: 0.1654 loss_giou_2: 0.3297 loss_ce_3: 0.2409 loss_bbox_3: 0.1567 loss_giou_3: 0.3141 loss_ce_4: 0.2257 loss_bbox_4: 0.1553 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:37] d2.utils.events INFO: eta: 0:41:39 iter: 441099 total_loss: 4.72 loss_ce: 0.2132 loss_bbox: 0.1496 loss_giou: 0.289 loss_ce_0: 0.4277 loss_bbox_0: 0.2553 loss_giou_0: 0.4324 loss_ce_1: 0.3223 loss_bbox_1: 0.1819 loss_giou_1: 0.3178 loss_ce_2: 0.2746 loss_bbox_2: 0.1564 loss_giou_2: 0.2993 loss_ce_3: 0.2321 loss_bbox_3: 0.1538 loss_giou_3: 0.29 loss_ce_4: 0.2271 loss_bbox_4: 0.1518 loss_giou_4: 0.2867 time: 0.2799 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:43] d2.utils.events INFO: eta: 0:41:34 iter: 441119 total_loss: 4.629 loss_ce: 0.1888 loss_bbox: 0.1597 loss_giou: 0.2816 loss_ce_0: 0.4249 loss_bbox_0: 0.2596 loss_giou_0: 0.4465 loss_ce_1: 0.3248 loss_bbox_1: 0.184 loss_giou_1: 0.3304 loss_ce_2: 0.2451 loss_bbox_2: 0.1686 loss_giou_2: 0.2987 loss_ce_3: 0.2084 loss_bbox_3: 0.1618 loss_giou_3: 0.2886 loss_ce_4: 0.1952 loss_bbox_4: 0.16 loss_giou_4: 0.2835 time: 0.2799 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:48] d2.utils.events INFO: eta: 0:41:28 iter: 441139 total_loss: 4.791 loss_ce: 0.1964 loss_bbox: 0.1582 loss_giou: 0.3144 loss_ce_0: 0.4248 loss_bbox_0: 0.2584 loss_giou_0: 0.4727 loss_ce_1: 0.3004 loss_bbox_1: 0.1824 loss_giou_1: 0.3625 loss_ce_2: 0.2419 loss_bbox_2: 0.1652 loss_giou_2: 0.3392 loss_ce_3: 0.2114 loss_bbox_3: 0.1662 loss_giou_3: 0.3248 loss_ce_4: 0.1959 loss_bbox_4: 0.164 loss_giou_4: 0.3168 time: 0.2799 data_time: 0.0176 lr: 2.5e-07 max_mem: 5427M [11/04 01:15:54] d2.utils.events INFO: eta: 0:41:22 iter: 441159 total_loss: 4.723 loss_ce: 0.2136 loss_bbox: 0.1398 loss_giou: 0.3082 loss_ce_0: 0.4031 loss_bbox_0: 0.2415 loss_giou_0: 0.4891 loss_ce_1: 0.299 loss_bbox_1: 0.1669 loss_giou_1: 0.3448 loss_ce_2: 0.2477 loss_bbox_2: 0.1515 loss_giou_2: 0.326 loss_ce_3: 0.2249 loss_bbox_3: 0.142 loss_giou_3: 0.3118 loss_ce_4: 0.2192 loss_bbox_4: 0.1397 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:00] d2.utils.events INFO: eta: 0:41:17 iter: 441179 total_loss: 4.787 loss_ce: 0.2005 loss_bbox: 0.1611 loss_giou: 0.3003 loss_ce_0: 0.4167 loss_bbox_0: 0.2628 loss_giou_0: 0.4511 loss_ce_1: 0.3074 loss_bbox_1: 0.1905 loss_giou_1: 0.3468 loss_ce_2: 0.2549 loss_bbox_2: 0.1727 loss_giou_2: 0.3187 loss_ce_3: 0.2203 loss_bbox_3: 0.1684 loss_giou_3: 0.309 loss_ce_4: 0.2112 loss_bbox_4: 0.1651 loss_giou_4: 0.3023 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:05] d2.utils.events INFO: eta: 0:41:11 iter: 441199 total_loss: 4.894 loss_ce: 0.2028 loss_bbox: 0.1481 loss_giou: 0.3029 loss_ce_0: 0.422 loss_bbox_0: 0.2549 loss_giou_0: 0.4639 loss_ce_1: 0.3156 loss_bbox_1: 0.1789 loss_giou_1: 0.3494 loss_ce_2: 0.2509 loss_bbox_2: 0.1633 loss_giou_2: 0.3238 loss_ce_3: 0.2164 loss_bbox_3: 0.1521 loss_giou_3: 0.3172 loss_ce_4: 0.212 loss_bbox_4: 0.1487 loss_giou_4: 0.3088 time: 0.2799 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:11] d2.utils.events INFO: eta: 0:41:06 iter: 441219 total_loss: 4.784 loss_ce: 0.2014 loss_bbox: 0.1528 loss_giou: 0.3028 loss_ce_0: 0.4222 loss_bbox_0: 0.2594 loss_giou_0: 0.4772 loss_ce_1: 0.3083 loss_bbox_1: 0.175 loss_giou_1: 0.3487 loss_ce_2: 0.2505 loss_bbox_2: 0.1608 loss_giou_2: 0.3177 loss_ce_3: 0.2192 loss_bbox_3: 0.1603 loss_giou_3: 0.3076 loss_ce_4: 0.2053 loss_bbox_4: 0.1555 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:17] d2.utils.events INFO: eta: 0:40:59 iter: 441239 total_loss: 4.704 loss_ce: 0.1928 loss_bbox: 0.1507 loss_giou: 0.3013 loss_ce_0: 0.4132 loss_bbox_0: 0.2478 loss_giou_0: 0.4581 loss_ce_1: 0.2994 loss_bbox_1: 0.1721 loss_giou_1: 0.3405 loss_ce_2: 0.2479 loss_bbox_2: 0.1578 loss_giou_2: 0.3166 loss_ce_3: 0.2224 loss_bbox_3: 0.1522 loss_giou_3: 0.3087 loss_ce_4: 0.2026 loss_bbox_4: 0.1518 loss_giou_4: 0.3065 time: 0.2799 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:22] d2.utils.events INFO: eta: 0:40:52 iter: 441259 total_loss: 4.688 loss_ce: 0.1942 loss_bbox: 0.1554 loss_giou: 0.2996 loss_ce_0: 0.4118 loss_bbox_0: 0.2696 loss_giou_0: 0.4604 loss_ce_1: 0.3062 loss_bbox_1: 0.1807 loss_giou_1: 0.3384 loss_ce_2: 0.2425 loss_bbox_2: 0.1656 loss_giou_2: 0.3109 loss_ce_3: 0.2129 loss_bbox_3: 0.1624 loss_giou_3: 0.3066 loss_ce_4: 0.2033 loss_bbox_4: 0.1568 loss_giou_4: 0.3016 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:28] d2.utils.events INFO: eta: 0:40:46 iter: 441279 total_loss: 4.442 loss_ce: 0.177 loss_bbox: 0.1453 loss_giou: 0.2835 loss_ce_0: 0.412 loss_bbox_0: 0.2537 loss_giou_0: 0.4504 loss_ce_1: 0.2995 loss_bbox_1: 0.1703 loss_giou_1: 0.3288 loss_ce_2: 0.2289 loss_bbox_2: 0.1564 loss_giou_2: 0.3067 loss_ce_3: 0.1947 loss_bbox_3: 0.1515 loss_giou_3: 0.298 loss_ce_4: 0.1841 loss_bbox_4: 0.1457 loss_giou_4: 0.2908 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:34] d2.utils.events INFO: eta: 0:40:41 iter: 441299 total_loss: 4.818 loss_ce: 0.194 loss_bbox: 0.1547 loss_giou: 0.3095 loss_ce_0: 0.425 loss_bbox_0: 0.2666 loss_giou_0: 0.468 loss_ce_1: 0.3154 loss_bbox_1: 0.1883 loss_giou_1: 0.3566 loss_ce_2: 0.2481 loss_bbox_2: 0.1653 loss_giou_2: 0.3295 loss_ce_3: 0.2146 loss_bbox_3: 0.1616 loss_giou_3: 0.3177 loss_ce_4: 0.1968 loss_bbox_4: 0.1572 loss_giou_4: 0.3145 time: 0.2799 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:39] d2.utils.events INFO: eta: 0:40:35 iter: 441319 total_loss: 4.646 loss_ce: 0.1912 loss_bbox: 0.1482 loss_giou: 0.2789 loss_ce_0: 0.4138 loss_bbox_0: 0.2501 loss_giou_0: 0.4382 loss_ce_1: 0.3005 loss_bbox_1: 0.1774 loss_giou_1: 0.3256 loss_ce_2: 0.2394 loss_bbox_2: 0.163 loss_giou_2: 0.3033 loss_ce_3: 0.2077 loss_bbox_3: 0.1494 loss_giou_3: 0.2932 loss_ce_4: 0.1976 loss_bbox_4: 0.1519 loss_giou_4: 0.285 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:45] d2.utils.events INFO: eta: 0:40:30 iter: 441339 total_loss: 4.826 loss_ce: 0.1971 loss_bbox: 0.1575 loss_giou: 0.3019 loss_ce_0: 0.43 loss_bbox_0: 0.2624 loss_giou_0: 0.453 loss_ce_1: 0.3173 loss_bbox_1: 0.1872 loss_giou_1: 0.3409 loss_ce_2: 0.2543 loss_bbox_2: 0.1727 loss_giou_2: 0.3149 loss_ce_3: 0.2226 loss_bbox_3: 0.1644 loss_giou_3: 0.3101 loss_ce_4: 0.2078 loss_bbox_4: 0.1588 loss_giou_4: 0.3063 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:51] d2.utils.events INFO: eta: 0:40:24 iter: 441359 total_loss: 4.762 loss_ce: 0.198 loss_bbox: 0.1529 loss_giou: 0.2961 loss_ce_0: 0.4228 loss_bbox_0: 0.2599 loss_giou_0: 0.4474 loss_ce_1: 0.3077 loss_bbox_1: 0.1809 loss_giou_1: 0.3395 loss_ce_2: 0.2398 loss_bbox_2: 0.1711 loss_giou_2: 0.3198 loss_ce_3: 0.2011 loss_bbox_3: 0.1565 loss_giou_3: 0.3062 loss_ce_4: 0.1964 loss_bbox_4: 0.1542 loss_giou_4: 0.2979 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:16:56] d2.utils.events INFO: eta: 0:40:18 iter: 441379 total_loss: 5.031 loss_ce: 0.2122 loss_bbox: 0.1559 loss_giou: 0.3244 loss_ce_0: 0.421 loss_bbox_0: 0.2679 loss_giou_0: 0.4992 loss_ce_1: 0.3267 loss_bbox_1: 0.1842 loss_giou_1: 0.3586 loss_ce_2: 0.2747 loss_bbox_2: 0.1687 loss_giou_2: 0.3435 loss_ce_3: 0.2406 loss_bbox_3: 0.1605 loss_giou_3: 0.3333 loss_ce_4: 0.2213 loss_bbox_4: 0.1563 loss_giou_4: 0.3271 time: 0.2799 data_time: 0.0202 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:02] d2.utils.events INFO: eta: 0:40:12 iter: 441399 total_loss: 4.628 loss_ce: 0.1992 loss_bbox: 0.1644 loss_giou: 0.2745 loss_ce_0: 0.4212 loss_bbox_0: 0.2738 loss_giou_0: 0.4345 loss_ce_1: 0.312 loss_bbox_1: 0.1938 loss_giou_1: 0.3188 loss_ce_2: 0.246 loss_bbox_2: 0.1795 loss_giou_2: 0.296 loss_ce_3: 0.2057 loss_bbox_3: 0.18 loss_giou_3: 0.2881 loss_ce_4: 0.1995 loss_bbox_4: 0.1731 loss_giou_4: 0.2778 time: 0.2799 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:08] d2.utils.events INFO: eta: 0:40:06 iter: 441419 total_loss: 4.795 loss_ce: 0.2074 loss_bbox: 0.1485 loss_giou: 0.3122 loss_ce_0: 0.4308 loss_bbox_0: 0.2624 loss_giou_0: 0.4842 loss_ce_1: 0.3024 loss_bbox_1: 0.1771 loss_giou_1: 0.3501 loss_ce_2: 0.257 loss_bbox_2: 0.1587 loss_giou_2: 0.3193 loss_ce_3: 0.2304 loss_bbox_3: 0.1558 loss_giou_3: 0.3218 loss_ce_4: 0.2158 loss_bbox_4: 0.1533 loss_giou_4: 0.3149 time: 0.2799 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:13] d2.utils.events INFO: eta: 0:40:02 iter: 441439 total_loss: 4.745 loss_ce: 0.2037 loss_bbox: 0.1432 loss_giou: 0.2776 loss_ce_0: 0.4216 loss_bbox_0: 0.258 loss_giou_0: 0.4338 loss_ce_1: 0.318 loss_bbox_1: 0.1682 loss_giou_1: 0.3172 loss_ce_2: 0.2541 loss_bbox_2: 0.1516 loss_giou_2: 0.2898 loss_ce_3: 0.2207 loss_bbox_3: 0.1445 loss_giou_3: 0.2845 loss_ce_4: 0.2072 loss_bbox_4: 0.1444 loss_giou_4: 0.2781 time: 0.2799 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:19] d2.utils.events INFO: eta: 0:39:57 iter: 441459 total_loss: 4.702 loss_ce: 0.1886 loss_bbox: 0.1601 loss_giou: 0.2842 loss_ce_0: 0.4287 loss_bbox_0: 0.2618 loss_giou_0: 0.4454 loss_ce_1: 0.309 loss_bbox_1: 0.1886 loss_giou_1: 0.3308 loss_ce_2: 0.2455 loss_bbox_2: 0.1685 loss_giou_2: 0.3028 loss_ce_3: 0.2164 loss_bbox_3: 0.1642 loss_giou_3: 0.2924 loss_ce_4: 0.1979 loss_bbox_4: 0.1628 loss_giou_4: 0.2919 time: 0.2799 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:25] d2.utils.events INFO: eta: 0:39:52 iter: 441479 total_loss: 4.614 loss_ce: 0.185 loss_bbox: 0.1535 loss_giou: 0.2783 loss_ce_0: 0.4288 loss_bbox_0: 0.2478 loss_giou_0: 0.4395 loss_ce_1: 0.2956 loss_bbox_1: 0.182 loss_giou_1: 0.3236 loss_ce_2: 0.2394 loss_bbox_2: 0.1637 loss_giou_2: 0.2947 loss_ce_3: 0.2034 loss_bbox_3: 0.166 loss_giou_3: 0.2863 loss_ce_4: 0.192 loss_bbox_4: 0.1581 loss_giou_4: 0.2859 time: 0.2799 data_time: 0.0246 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:31] d2.utils.events INFO: eta: 0:39:45 iter: 441499 total_loss: 4.564 loss_ce: 0.1764 loss_bbox: 0.1565 loss_giou: 0.2843 loss_ce_0: 0.4202 loss_bbox_0: 0.2612 loss_giou_0: 0.4411 loss_ce_1: 0.3002 loss_bbox_1: 0.1837 loss_giou_1: 0.3254 loss_ce_2: 0.234 loss_bbox_2: 0.163 loss_giou_2: 0.302 loss_ce_3: 0.1998 loss_bbox_3: 0.1619 loss_giou_3: 0.3013 loss_ce_4: 0.1837 loss_bbox_4: 0.1566 loss_giou_4: 0.2879 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:36] d2.utils.events INFO: eta: 0:39:39 iter: 441519 total_loss: 5.025 loss_ce: 0.2159 loss_bbox: 0.1629 loss_giou: 0.3159 loss_ce_0: 0.4402 loss_bbox_0: 0.2706 loss_giou_0: 0.4677 loss_ce_1: 0.3289 loss_bbox_1: 0.1893 loss_giou_1: 0.3568 loss_ce_2: 0.2719 loss_bbox_2: 0.1726 loss_giou_2: 0.3368 loss_ce_3: 0.2303 loss_bbox_3: 0.1712 loss_giou_3: 0.3294 loss_ce_4: 0.221 loss_bbox_4: 0.167 loss_giou_4: 0.326 time: 0.2799 data_time: 0.0217 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:42] d2.utils.events INFO: eta: 0:39:35 iter: 441539 total_loss: 4.692 loss_ce: 0.1819 loss_bbox: 0.1536 loss_giou: 0.3014 loss_ce_0: 0.4117 loss_bbox_0: 0.2534 loss_giou_0: 0.4521 loss_ce_1: 0.2906 loss_bbox_1: 0.1753 loss_giou_1: 0.3353 loss_ce_2: 0.2472 loss_bbox_2: 0.1635 loss_giou_2: 0.3123 loss_ce_3: 0.2155 loss_bbox_3: 0.158 loss_giou_3: 0.3057 loss_ce_4: 0.1903 loss_bbox_4: 0.1564 loss_giou_4: 0.3052 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:48] d2.utils.events INFO: eta: 0:39:29 iter: 441559 total_loss: 4.541 loss_ce: 0.1964 loss_bbox: 0.1532 loss_giou: 0.294 loss_ce_0: 0.4236 loss_bbox_0: 0.2616 loss_giou_0: 0.4792 loss_ce_1: 0.3107 loss_bbox_1: 0.1805 loss_giou_1: 0.3346 loss_ce_2: 0.2488 loss_bbox_2: 0.1663 loss_giou_2: 0.3109 loss_ce_3: 0.2109 loss_bbox_3: 0.1567 loss_giou_3: 0.3027 loss_ce_4: 0.2028 loss_bbox_4: 0.1553 loss_giou_4: 0.2943 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:53] d2.utils.events INFO: eta: 0:39:23 iter: 441579 total_loss: 5.179 loss_ce: 0.1991 loss_bbox: 0.1519 loss_giou: 0.3359 loss_ce_0: 0.4321 loss_bbox_0: 0.2675 loss_giou_0: 0.5147 loss_ce_1: 0.32 loss_bbox_1: 0.185 loss_giou_1: 0.3808 loss_ce_2: 0.2669 loss_bbox_2: 0.1667 loss_giou_2: 0.3537 loss_ce_3: 0.2277 loss_bbox_3: 0.1615 loss_giou_3: 0.3393 loss_ce_4: 0.2116 loss_bbox_4: 0.1553 loss_giou_4: 0.3367 time: 0.2799 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 01:17:59] d2.utils.events INFO: eta: 0:39:17 iter: 441599 total_loss: 4.77 loss_ce: 0.1879 loss_bbox: 0.1513 loss_giou: 0.2918 loss_ce_0: 0.4144 loss_bbox_0: 0.248 loss_giou_0: 0.4633 loss_ce_1: 0.2999 loss_bbox_1: 0.1767 loss_giou_1: 0.3384 loss_ce_2: 0.2363 loss_bbox_2: 0.1585 loss_giou_2: 0.3075 loss_ce_3: 0.2079 loss_bbox_3: 0.1556 loss_giou_3: 0.2946 loss_ce_4: 0.1923 loss_bbox_4: 0.152 loss_giou_4: 0.2938 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:05] d2.utils.events INFO: eta: 0:39:12 iter: 441619 total_loss: 4.86 loss_ce: 0.2069 loss_bbox: 0.1706 loss_giou: 0.3032 loss_ce_0: 0.4221 loss_bbox_0: 0.2709 loss_giou_0: 0.4573 loss_ce_1: 0.308 loss_bbox_1: 0.1958 loss_giou_1: 0.3353 loss_ce_2: 0.2601 loss_bbox_2: 0.1742 loss_giou_2: 0.3151 loss_ce_3: 0.2186 loss_bbox_3: 0.1703 loss_giou_3: 0.3104 loss_ce_4: 0.207 loss_bbox_4: 0.1722 loss_giou_4: 0.3049 time: 0.2799 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:11] d2.utils.events INFO: eta: 0:39:07 iter: 441639 total_loss: 4.692 loss_ce: 0.1979 loss_bbox: 0.1617 loss_giou: 0.288 loss_ce_0: 0.4366 loss_bbox_0: 0.2651 loss_giou_0: 0.4677 loss_ce_1: 0.3127 loss_bbox_1: 0.1832 loss_giou_1: 0.3411 loss_ce_2: 0.2519 loss_bbox_2: 0.1713 loss_giou_2: 0.3132 loss_ce_3: 0.2222 loss_bbox_3: 0.1679 loss_giou_3: 0.3028 loss_ce_4: 0.2066 loss_bbox_4: 0.1589 loss_giou_4: 0.2971 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:16] d2.utils.events INFO: eta: 0:39:02 iter: 441659 total_loss: 4.829 loss_ce: 0.1963 loss_bbox: 0.1507 loss_giou: 0.2993 loss_ce_0: 0.428 loss_bbox_0: 0.2606 loss_giou_0: 0.4893 loss_ce_1: 0.3179 loss_bbox_1: 0.1816 loss_giou_1: 0.3606 loss_ce_2: 0.2621 loss_bbox_2: 0.1619 loss_giou_2: 0.328 loss_ce_3: 0.23 loss_bbox_3: 0.1582 loss_giou_3: 0.311 loss_ce_4: 0.2057 loss_bbox_4: 0.1551 loss_giou_4: 0.305 time: 0.2799 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:22] d2.utils.events INFO: eta: 0:38:57 iter: 441679 total_loss: 4.585 loss_ce: 0.2004 loss_bbox: 0.1419 loss_giou: 0.2894 loss_ce_0: 0.4113 loss_bbox_0: 0.2472 loss_giou_0: 0.4621 loss_ce_1: 0.3019 loss_bbox_1: 0.1653 loss_giou_1: 0.3304 loss_ce_2: 0.2435 loss_bbox_2: 0.1509 loss_giou_2: 0.3067 loss_ce_3: 0.218 loss_bbox_3: 0.1477 loss_giou_3: 0.2974 loss_ce_4: 0.2025 loss_bbox_4: 0.144 loss_giou_4: 0.2978 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:28] d2.utils.events INFO: eta: 0:38:50 iter: 441699 total_loss: 4.718 loss_ce: 0.192 loss_bbox: 0.1471 loss_giou: 0.2837 loss_ce_0: 0.4312 loss_bbox_0: 0.2549 loss_giou_0: 0.4578 loss_ce_1: 0.3208 loss_bbox_1: 0.181 loss_giou_1: 0.3329 loss_ce_2: 0.2476 loss_bbox_2: 0.1623 loss_giou_2: 0.309 loss_ce_3: 0.2257 loss_bbox_3: 0.155 loss_giou_3: 0.299 loss_ce_4: 0.1923 loss_bbox_4: 0.1479 loss_giou_4: 0.2927 time: 0.2799 data_time: 0.0148 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:33] d2.utils.events INFO: eta: 0:38:44 iter: 441719 total_loss: 4.852 loss_ce: 0.2063 loss_bbox: 0.152 loss_giou: 0.3143 loss_ce_0: 0.4303 loss_bbox_0: 0.2694 loss_giou_0: 0.4976 loss_ce_1: 0.3284 loss_bbox_1: 0.1848 loss_giou_1: 0.3601 loss_ce_2: 0.2554 loss_bbox_2: 0.1636 loss_giou_2: 0.3384 loss_ce_3: 0.2229 loss_bbox_3: 0.1606 loss_giou_3: 0.3279 loss_ce_4: 0.2069 loss_bbox_4: 0.1584 loss_giou_4: 0.3207 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:39] d2.utils.events INFO: eta: 0:38:37 iter: 441739 total_loss: 4.522 loss_ce: 0.2005 loss_bbox: 0.1547 loss_giou: 0.2847 loss_ce_0: 0.417 loss_bbox_0: 0.2665 loss_giou_0: 0.4287 loss_ce_1: 0.3051 loss_bbox_1: 0.1883 loss_giou_1: 0.3156 loss_ce_2: 0.2601 loss_bbox_2: 0.1694 loss_giou_2: 0.2962 loss_ce_3: 0.2243 loss_bbox_3: 0.1626 loss_giou_3: 0.2925 loss_ce_4: 0.2048 loss_bbox_4: 0.1576 loss_giou_4: 0.2832 time: 0.2799 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:45] d2.utils.events INFO: eta: 0:38:33 iter: 441759 total_loss: 4.751 loss_ce: 0.1923 loss_bbox: 0.1606 loss_giou: 0.2938 loss_ce_0: 0.4017 loss_bbox_0: 0.2601 loss_giou_0: 0.457 loss_ce_1: 0.3052 loss_bbox_1: 0.1791 loss_giou_1: 0.3387 loss_ce_2: 0.2417 loss_bbox_2: 0.1729 loss_giou_2: 0.319 loss_ce_3: 0.2002 loss_bbox_3: 0.1663 loss_giou_3: 0.3076 loss_ce_4: 0.1916 loss_bbox_4: 0.1624 loss_giou_4: 0.3009 time: 0.2799 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:50] d2.utils.events INFO: eta: 0:38:26 iter: 441779 total_loss: 4.496 loss_ce: 0.1807 loss_bbox: 0.1398 loss_giou: 0.2841 loss_ce_0: 0.3995 loss_bbox_0: 0.2445 loss_giou_0: 0.4553 loss_ce_1: 0.2809 loss_bbox_1: 0.1696 loss_giou_1: 0.3359 loss_ce_2: 0.224 loss_bbox_2: 0.1508 loss_giou_2: 0.3033 loss_ce_3: 0.1949 loss_bbox_3: 0.1457 loss_giou_3: 0.3032 loss_ce_4: 0.182 loss_bbox_4: 0.1398 loss_giou_4: 0.2887 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 01:18:56] d2.utils.events INFO: eta: 0:38:20 iter: 441799 total_loss: 4.684 loss_ce: 0.2027 loss_bbox: 0.1472 loss_giou: 0.3034 loss_ce_0: 0.4176 loss_bbox_0: 0.2528 loss_giou_0: 0.4607 loss_ce_1: 0.3112 loss_bbox_1: 0.1709 loss_giou_1: 0.3366 loss_ce_2: 0.2492 loss_bbox_2: 0.1613 loss_giou_2: 0.3222 loss_ce_3: 0.2255 loss_bbox_3: 0.1521 loss_giou_3: 0.3135 loss_ce_4: 0.2054 loss_bbox_4: 0.1506 loss_giou_4: 0.3062 time: 0.2799 data_time: 0.0311 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:02] d2.utils.events INFO: eta: 0:38:15 iter: 441819 total_loss: 4.896 loss_ce: 0.2163 loss_bbox: 0.1479 loss_giou: 0.2961 loss_ce_0: 0.4311 loss_bbox_0: 0.2607 loss_giou_0: 0.4552 loss_ce_1: 0.3234 loss_bbox_1: 0.1839 loss_giou_1: 0.3448 loss_ce_2: 0.2669 loss_bbox_2: 0.1676 loss_giou_2: 0.3178 loss_ce_3: 0.2341 loss_bbox_3: 0.1532 loss_giou_3: 0.3058 loss_ce_4: 0.2238 loss_bbox_4: 0.1514 loss_giou_4: 0.2993 time: 0.2799 data_time: 0.0204 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:07] d2.utils.events INFO: eta: 0:38:10 iter: 441839 total_loss: 4.693 loss_ce: 0.1927 loss_bbox: 0.1443 loss_giou: 0.2922 loss_ce_0: 0.4251 loss_bbox_0: 0.2669 loss_giou_0: 0.4527 loss_ce_1: 0.3142 loss_bbox_1: 0.1819 loss_giou_1: 0.3249 loss_ce_2: 0.2514 loss_bbox_2: 0.1605 loss_giou_2: 0.3097 loss_ce_3: 0.2168 loss_bbox_3: 0.15 loss_giou_3: 0.2996 loss_ce_4: 0.1977 loss_bbox_4: 0.1473 loss_giou_4: 0.2985 time: 0.2799 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:13] d2.utils.events INFO: eta: 0:38:05 iter: 441859 total_loss: 4.663 loss_ce: 0.1978 loss_bbox: 0.1499 loss_giou: 0.2988 loss_ce_0: 0.4106 loss_bbox_0: 0.2618 loss_giou_0: 0.4538 loss_ce_1: 0.2972 loss_bbox_1: 0.1738 loss_giou_1: 0.3331 loss_ce_2: 0.2503 loss_bbox_2: 0.1605 loss_giou_2: 0.3158 loss_ce_3: 0.2162 loss_bbox_3: 0.1536 loss_giou_3: 0.3035 loss_ce_4: 0.202 loss_bbox_4: 0.1481 loss_giou_4: 0.302 time: 0.2799 data_time: 0.0227 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:19] d2.utils.events INFO: eta: 0:37:59 iter: 441879 total_loss: 4.653 loss_ce: 0.1913 loss_bbox: 0.1488 loss_giou: 0.2942 loss_ce_0: 0.4237 loss_bbox_0: 0.26 loss_giou_0: 0.4482 loss_ce_1: 0.3067 loss_bbox_1: 0.1694 loss_giou_1: 0.335 loss_ce_2: 0.2442 loss_bbox_2: 0.1581 loss_giou_2: 0.3114 loss_ce_3: 0.2113 loss_bbox_3: 0.1519 loss_giou_3: 0.3012 loss_ce_4: 0.1937 loss_bbox_4: 0.1521 loss_giou_4: 0.2964 time: 0.2799 data_time: 0.0202 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:25] d2.utils.events INFO: eta: 0:37:54 iter: 441899 total_loss: 4.743 loss_ce: 0.203 loss_bbox: 0.1411 loss_giou: 0.2955 loss_ce_0: 0.4173 loss_bbox_0: 0.2604 loss_giou_0: 0.4379 loss_ce_1: 0.3148 loss_bbox_1: 0.1717 loss_giou_1: 0.3302 loss_ce_2: 0.2567 loss_bbox_2: 0.1509 loss_giou_2: 0.3137 loss_ce_3: 0.2226 loss_bbox_3: 0.1441 loss_giou_3: 0.3033 loss_ce_4: 0.2065 loss_bbox_4: 0.1433 loss_giou_4: 0.2979 time: 0.2799 data_time: 0.0213 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:30] d2.utils.events INFO: eta: 0:37:48 iter: 441919 total_loss: 4.4 loss_ce: 0.1705 loss_bbox: 0.1619 loss_giou: 0.2873 loss_ce_0: 0.4096 loss_bbox_0: 0.2742 loss_giou_0: 0.4442 loss_ce_1: 0.3043 loss_bbox_1: 0.1802 loss_giou_1: 0.3219 loss_ce_2: 0.2326 loss_bbox_2: 0.1644 loss_giou_2: 0.3036 loss_ce_3: 0.195 loss_bbox_3: 0.1703 loss_giou_3: 0.2938 loss_ce_4: 0.1791 loss_bbox_4: 0.1633 loss_giou_4: 0.2925 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:36] d2.utils.events INFO: eta: 0:37:44 iter: 441939 total_loss: 4.844 loss_ce: 0.1931 loss_bbox: 0.1449 loss_giou: 0.298 loss_ce_0: 0.4364 loss_bbox_0: 0.2625 loss_giou_0: 0.4977 loss_ce_1: 0.3111 loss_bbox_1: 0.1787 loss_giou_1: 0.3592 loss_ce_2: 0.2494 loss_bbox_2: 0.1601 loss_giou_2: 0.3226 loss_ce_3: 0.2164 loss_bbox_3: 0.1535 loss_giou_3: 0.3134 loss_ce_4: 0.1977 loss_bbox_4: 0.1497 loss_giou_4: 0.3031 time: 0.2799 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:42] d2.utils.events INFO: eta: 0:37:38 iter: 441959 total_loss: 4.792 loss_ce: 0.2081 loss_bbox: 0.1547 loss_giou: 0.3077 loss_ce_0: 0.4181 loss_bbox_0: 0.2644 loss_giou_0: 0.4632 loss_ce_1: 0.311 loss_bbox_1: 0.1867 loss_giou_1: 0.3457 loss_ce_2: 0.2616 loss_bbox_2: 0.1649 loss_giou_2: 0.3282 loss_ce_3: 0.2209 loss_bbox_3: 0.154 loss_giou_3: 0.3158 loss_ce_4: 0.2078 loss_bbox_4: 0.1568 loss_giou_4: 0.3123 time: 0.2799 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:47] d2.utils.events INFO: eta: 0:37:33 iter: 441979 total_loss: 4.826 loss_ce: 0.2083 loss_bbox: 0.1586 loss_giou: 0.309 loss_ce_0: 0.4306 loss_bbox_0: 0.2624 loss_giou_0: 0.4778 loss_ce_1: 0.3235 loss_bbox_1: 0.186 loss_giou_1: 0.3563 loss_ce_2: 0.2632 loss_bbox_2: 0.1714 loss_giou_2: 0.3255 loss_ce_3: 0.2288 loss_bbox_3: 0.1672 loss_giou_3: 0.3214 loss_ce_4: 0.2131 loss_bbox_4: 0.1625 loss_giou_4: 0.3167 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:53] d2.utils.events INFO: eta: 0:37:27 iter: 441999 total_loss: 4.738 loss_ce: 0.2096 loss_bbox: 0.1459 loss_giou: 0.3033 loss_ce_0: 0.4297 loss_bbox_0: 0.2521 loss_giou_0: 0.4706 loss_ce_1: 0.3117 loss_bbox_1: 0.1754 loss_giou_1: 0.3494 loss_ce_2: 0.2587 loss_bbox_2: 0.1607 loss_giou_2: 0.3161 loss_ce_3: 0.2303 loss_bbox_3: 0.1487 loss_giou_3: 0.309 loss_ce_4: 0.2172 loss_bbox_4: 0.1467 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 01:19:59] d2.utils.events INFO: eta: 0:37:21 iter: 442019 total_loss: 4.673 loss_ce: 0.1882 loss_bbox: 0.1598 loss_giou: 0.2967 loss_ce_0: 0.4137 loss_bbox_0: 0.2648 loss_giou_0: 0.4588 loss_ce_1: 0.3072 loss_bbox_1: 0.1869 loss_giou_1: 0.3397 loss_ce_2: 0.2487 loss_bbox_2: 0.1666 loss_giou_2: 0.312 loss_ce_3: 0.2053 loss_bbox_3: 0.1585 loss_giou_3: 0.3056 loss_ce_4: 0.1918 loss_bbox_4: 0.1567 loss_giou_4: 0.2985 time: 0.2799 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:05] d2.utils.events INFO: eta: 0:37:15 iter: 442039 total_loss: 5.023 loss_ce: 0.2063 loss_bbox: 0.1471 loss_giou: 0.3169 loss_ce_0: 0.4255 loss_bbox_0: 0.2686 loss_giou_0: 0.4888 loss_ce_1: 0.3089 loss_bbox_1: 0.1831 loss_giou_1: 0.3694 loss_ce_2: 0.2542 loss_bbox_2: 0.1654 loss_giou_2: 0.339 loss_ce_3: 0.229 loss_bbox_3: 0.1543 loss_giou_3: 0.3312 loss_ce_4: 0.2165 loss_bbox_4: 0.1503 loss_giou_4: 0.3239 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:10] d2.utils.events INFO: eta: 0:37:09 iter: 442059 total_loss: 4.797 loss_ce: 0.2016 loss_bbox: 0.1455 loss_giou: 0.2853 loss_ce_0: 0.4255 loss_bbox_0: 0.2663 loss_giou_0: 0.4464 loss_ce_1: 0.2995 loss_bbox_1: 0.1874 loss_giou_1: 0.3296 loss_ce_2: 0.2528 loss_bbox_2: 0.162 loss_giou_2: 0.3017 loss_ce_3: 0.2332 loss_bbox_3: 0.1535 loss_giou_3: 0.2958 loss_ce_4: 0.216 loss_bbox_4: 0.1496 loss_giou_4: 0.288 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:16] d2.utils.events INFO: eta: 0:37:03 iter: 442079 total_loss: 4.6 loss_ce: 0.1952 loss_bbox: 0.1527 loss_giou: 0.2877 loss_ce_0: 0.4194 loss_bbox_0: 0.2546 loss_giou_0: 0.4541 loss_ce_1: 0.3053 loss_bbox_1: 0.1812 loss_giou_1: 0.3298 loss_ce_2: 0.2572 loss_bbox_2: 0.1665 loss_giou_2: 0.3118 loss_ce_3: 0.2207 loss_bbox_3: 0.1605 loss_giou_3: 0.3026 loss_ce_4: 0.2015 loss_bbox_4: 0.1558 loss_giou_4: 0.2931 time: 0.2799 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:21] d2.utils.events INFO: eta: 0:36:58 iter: 442099 total_loss: 4.439 loss_ce: 0.193 loss_bbox: 0.1534 loss_giou: 0.2891 loss_ce_0: 0.4129 loss_bbox_0: 0.26 loss_giou_0: 0.4657 loss_ce_1: 0.2955 loss_bbox_1: 0.1771 loss_giou_1: 0.3315 loss_ce_2: 0.2429 loss_bbox_2: 0.162 loss_giou_2: 0.3032 loss_ce_3: 0.2106 loss_bbox_3: 0.1561 loss_giou_3: 0.2958 loss_ce_4: 0.1989 loss_bbox_4: 0.1529 loss_giou_4: 0.29 time: 0.2799 data_time: 0.0225 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:27] d2.utils.events INFO: eta: 0:36:52 iter: 442119 total_loss: 4.775 loss_ce: 0.1963 loss_bbox: 0.1535 loss_giou: 0.3016 loss_ce_0: 0.4188 loss_bbox_0: 0.2522 loss_giou_0: 0.4659 loss_ce_1: 0.3202 loss_bbox_1: 0.1794 loss_giou_1: 0.357 loss_ce_2: 0.2421 loss_bbox_2: 0.1633 loss_giou_2: 0.3168 loss_ce_3: 0.2134 loss_bbox_3: 0.1583 loss_giou_3: 0.3159 loss_ce_4: 0.209 loss_bbox_4: 0.1549 loss_giou_4: 0.305 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:33] d2.utils.events INFO: eta: 0:36:47 iter: 442139 total_loss: 4.838 loss_ce: 0.2013 loss_bbox: 0.1515 loss_giou: 0.3006 loss_ce_0: 0.4307 loss_bbox_0: 0.2618 loss_giou_0: 0.4703 loss_ce_1: 0.3131 loss_bbox_1: 0.1802 loss_giou_1: 0.3476 loss_ce_2: 0.2381 loss_bbox_2: 0.1619 loss_giou_2: 0.3209 loss_ce_3: 0.2175 loss_bbox_3: 0.1559 loss_giou_3: 0.3095 loss_ce_4: 0.2022 loss_bbox_4: 0.1533 loss_giou_4: 0.3018 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:39] d2.utils.events INFO: eta: 0:36:41 iter: 442159 total_loss: 4.648 loss_ce: 0.2061 loss_bbox: 0.1556 loss_giou: 0.2747 loss_ce_0: 0.4138 loss_bbox_0: 0.263 loss_giou_0: 0.4213 loss_ce_1: 0.3042 loss_bbox_1: 0.1812 loss_giou_1: 0.3257 loss_ce_2: 0.2488 loss_bbox_2: 0.1721 loss_giou_2: 0.2888 loss_ce_3: 0.2223 loss_bbox_3: 0.1674 loss_giou_3: 0.2842 loss_ce_4: 0.2056 loss_bbox_4: 0.1597 loss_giou_4: 0.2798 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:44] d2.utils.events INFO: eta: 0:36:36 iter: 442179 total_loss: 4.615 loss_ce: 0.1905 loss_bbox: 0.1584 loss_giou: 0.2719 loss_ce_0: 0.4214 loss_bbox_0: 0.2567 loss_giou_0: 0.4398 loss_ce_1: 0.3031 loss_bbox_1: 0.1782 loss_giou_1: 0.3178 loss_ce_2: 0.2363 loss_bbox_2: 0.1646 loss_giou_2: 0.2872 loss_ce_3: 0.2078 loss_bbox_3: 0.1632 loss_giou_3: 0.2821 loss_ce_4: 0.195 loss_bbox_4: 0.1574 loss_giou_4: 0.2842 time: 0.2799 data_time: 0.0251 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:50] d2.utils.events INFO: eta: 0:36:29 iter: 442199 total_loss: 4.684 loss_ce: 0.214 loss_bbox: 0.1455 loss_giou: 0.2862 loss_ce_0: 0.432 loss_bbox_0: 0.2507 loss_giou_0: 0.4892 loss_ce_1: 0.3141 loss_bbox_1: 0.1735 loss_giou_1: 0.3346 loss_ce_2: 0.2567 loss_bbox_2: 0.1602 loss_giou_2: 0.3011 loss_ce_3: 0.2208 loss_bbox_3: 0.1513 loss_giou_3: 0.2901 loss_ce_4: 0.2161 loss_bbox_4: 0.145 loss_giou_4: 0.2864 time: 0.2799 data_time: 0.0285 lr: 2.5e-07 max_mem: 5427M [11/04 01:20:56] d2.utils.events INFO: eta: 0:36:24 iter: 442219 total_loss: 5.043 loss_ce: 0.2158 loss_bbox: 0.1532 loss_giou: 0.3076 loss_ce_0: 0.4287 loss_bbox_0: 0.2532 loss_giou_0: 0.4698 loss_ce_1: 0.3151 loss_bbox_1: 0.1769 loss_giou_1: 0.361 loss_ce_2: 0.262 loss_bbox_2: 0.1652 loss_giou_2: 0.3268 loss_ce_3: 0.2284 loss_bbox_3: 0.1554 loss_giou_3: 0.3161 loss_ce_4: 0.2234 loss_bbox_4: 0.1531 loss_giou_4: 0.3098 time: 0.2799 data_time: 0.0304 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:01] d2.utils.events INFO: eta: 0:36:19 iter: 442239 total_loss: 4.788 loss_ce: 0.2094 loss_bbox: 0.1607 loss_giou: 0.2968 loss_ce_0: 0.4218 loss_bbox_0: 0.2658 loss_giou_0: 0.463 loss_ce_1: 0.3191 loss_bbox_1: 0.1934 loss_giou_1: 0.3432 loss_ce_2: 0.2558 loss_bbox_2: 0.1764 loss_giou_2: 0.3232 loss_ce_3: 0.2214 loss_bbox_3: 0.1658 loss_giou_3: 0.3131 loss_ce_4: 0.2161 loss_bbox_4: 0.1628 loss_giou_4: 0.303 time: 0.2799 data_time: 0.0319 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:07] d2.utils.events INFO: eta: 0:36:14 iter: 442259 total_loss: 4.724 loss_ce: 0.1937 loss_bbox: 0.1555 loss_giou: 0.2923 loss_ce_0: 0.4293 loss_bbox_0: 0.2601 loss_giou_0: 0.437 loss_ce_1: 0.3133 loss_bbox_1: 0.1849 loss_giou_1: 0.3372 loss_ce_2: 0.2543 loss_bbox_2: 0.1749 loss_giou_2: 0.3118 loss_ce_3: 0.2106 loss_bbox_3: 0.1674 loss_giou_3: 0.3048 loss_ce_4: 0.1986 loss_bbox_4: 0.1612 loss_giou_4: 0.2921 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:13] d2.utils.events INFO: eta: 0:36:08 iter: 442279 total_loss: 4.62 loss_ce: 0.1905 loss_bbox: 0.1494 loss_giou: 0.2833 loss_ce_0: 0.4186 loss_bbox_0: 0.2513 loss_giou_0: 0.4508 loss_ce_1: 0.3041 loss_bbox_1: 0.177 loss_giou_1: 0.3302 loss_ce_2: 0.2404 loss_bbox_2: 0.1648 loss_giou_2: 0.3061 loss_ce_3: 0.2074 loss_bbox_3: 0.1551 loss_giou_3: 0.2985 loss_ce_4: 0.1991 loss_bbox_4: 0.1494 loss_giou_4: 0.2949 time: 0.2799 data_time: 0.0232 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:19] d2.utils.events INFO: eta: 0:36:03 iter: 442299 total_loss: 4.815 loss_ce: 0.1982 loss_bbox: 0.1521 loss_giou: 0.3012 loss_ce_0: 0.4388 loss_bbox_0: 0.2676 loss_giou_0: 0.4804 loss_ce_1: 0.3029 loss_bbox_1: 0.1808 loss_giou_1: 0.341 loss_ce_2: 0.2438 loss_bbox_2: 0.1646 loss_giou_2: 0.3157 loss_ce_3: 0.2119 loss_bbox_3: 0.1563 loss_giou_3: 0.3062 loss_ce_4: 0.1967 loss_bbox_4: 0.1533 loss_giou_4: 0.2986 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:24] d2.utils.events INFO: eta: 0:35:57 iter: 442319 total_loss: 4.569 loss_ce: 0.1833 loss_bbox: 0.1551 loss_giou: 0.2839 loss_ce_0: 0.4147 loss_bbox_0: 0.2641 loss_giou_0: 0.4286 loss_ce_1: 0.2986 loss_bbox_1: 0.1876 loss_giou_1: 0.3226 loss_ce_2: 0.24 loss_bbox_2: 0.1705 loss_giou_2: 0.2939 loss_ce_3: 0.2118 loss_bbox_3: 0.1645 loss_giou_3: 0.2828 loss_ce_4: 0.1889 loss_bbox_4: 0.158 loss_giou_4: 0.2838 time: 0.2799 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:30] d2.utils.events INFO: eta: 0:35:51 iter: 442339 total_loss: 4.649 loss_ce: 0.1959 loss_bbox: 0.1478 loss_giou: 0.3021 loss_ce_0: 0.4258 loss_bbox_0: 0.2538 loss_giou_0: 0.4743 loss_ce_1: 0.3105 loss_bbox_1: 0.1727 loss_giou_1: 0.3381 loss_ce_2: 0.2487 loss_bbox_2: 0.1524 loss_giou_2: 0.3119 loss_ce_3: 0.2122 loss_bbox_3: 0.1511 loss_giou_3: 0.3087 loss_ce_4: 0.2032 loss_bbox_4: 0.1478 loss_giou_4: 0.3046 time: 0.2799 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:36] d2.utils.events INFO: eta: 0:35:46 iter: 442359 total_loss: 4.632 loss_ce: 0.1963 loss_bbox: 0.1511 loss_giou: 0.2886 loss_ce_0: 0.4159 loss_bbox_0: 0.2582 loss_giou_0: 0.4504 loss_ce_1: 0.2973 loss_bbox_1: 0.1786 loss_giou_1: 0.3312 loss_ce_2: 0.2423 loss_bbox_2: 0.1556 loss_giou_2: 0.3122 loss_ce_3: 0.2182 loss_bbox_3: 0.1594 loss_giou_3: 0.3013 loss_ce_4: 0.1946 loss_bbox_4: 0.1565 loss_giou_4: 0.2969 time: 0.2799 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:41] d2.utils.events INFO: eta: 0:35:40 iter: 442379 total_loss: 4.449 loss_ce: 0.178 loss_bbox: 0.1457 loss_giou: 0.2842 loss_ce_0: 0.4073 loss_bbox_0: 0.2446 loss_giou_0: 0.4389 loss_ce_1: 0.2871 loss_bbox_1: 0.172 loss_giou_1: 0.3247 loss_ce_2: 0.2326 loss_bbox_2: 0.1567 loss_giou_2: 0.2998 loss_ce_3: 0.2046 loss_bbox_3: 0.1512 loss_giou_3: 0.2885 loss_ce_4: 0.19 loss_bbox_4: 0.1465 loss_giou_4: 0.2839 time: 0.2799 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:47] d2.utils.events INFO: eta: 0:35:35 iter: 442399 total_loss: 4.837 loss_ce: 0.2033 loss_bbox: 0.1641 loss_giou: 0.2954 loss_ce_0: 0.4338 loss_bbox_0: 0.2777 loss_giou_0: 0.4463 loss_ce_1: 0.3206 loss_bbox_1: 0.1946 loss_giou_1: 0.3353 loss_ce_2: 0.2558 loss_bbox_2: 0.1826 loss_giou_2: 0.31 loss_ce_3: 0.2256 loss_bbox_3: 0.1718 loss_giou_3: 0.3033 loss_ce_4: 0.2076 loss_bbox_4: 0.1682 loss_giou_4: 0.2967 time: 0.2799 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:53] d2.utils.events INFO: eta: 0:35:29 iter: 442419 total_loss: 4.979 loss_ce: 0.2051 loss_bbox: 0.1496 loss_giou: 0.32 loss_ce_0: 0.4315 loss_bbox_0: 0.2577 loss_giou_0: 0.4866 loss_ce_1: 0.3211 loss_bbox_1: 0.1829 loss_giou_1: 0.3648 loss_ce_2: 0.2517 loss_bbox_2: 0.159 loss_giou_2: 0.3411 loss_ce_3: 0.2317 loss_bbox_3: 0.1535 loss_giou_3: 0.3305 loss_ce_4: 0.2031 loss_bbox_4: 0.154 loss_giou_4: 0.3257 time: 0.2799 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 01:21:58] d2.utils.events INFO: eta: 0:35:23 iter: 442439 total_loss: 4.805 loss_ce: 0.2041 loss_bbox: 0.1559 loss_giou: 0.2985 loss_ce_0: 0.4337 loss_bbox_0: 0.255 loss_giou_0: 0.4578 loss_ce_1: 0.312 loss_bbox_1: 0.173 loss_giou_1: 0.3378 loss_ce_2: 0.2535 loss_bbox_2: 0.1607 loss_giou_2: 0.3169 loss_ce_3: 0.2298 loss_bbox_3: 0.1561 loss_giou_3: 0.3043 loss_ce_4: 0.2116 loss_bbox_4: 0.1563 loss_giou_4: 0.3047 time: 0.2799 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:04] d2.utils.events INFO: eta: 0:35:17 iter: 442459 total_loss: 4.386 loss_ce: 0.1773 loss_bbox: 0.1448 loss_giou: 0.2784 loss_ce_0: 0.4041 loss_bbox_0: 0.2458 loss_giou_0: 0.4377 loss_ce_1: 0.2834 loss_bbox_1: 0.1681 loss_giou_1: 0.333 loss_ce_2: 0.2181 loss_bbox_2: 0.1577 loss_giou_2: 0.3008 loss_ce_3: 0.188 loss_bbox_3: 0.1473 loss_giou_3: 0.2922 loss_ce_4: 0.1716 loss_bbox_4: 0.1499 loss_giou_4: 0.2881 time: 0.2799 data_time: 0.0244 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:10] d2.utils.events INFO: eta: 0:35:12 iter: 442479 total_loss: 4.685 loss_ce: 0.1939 loss_bbox: 0.1452 loss_giou: 0.2821 loss_ce_0: 0.4163 loss_bbox_0: 0.2428 loss_giou_0: 0.4526 loss_ce_1: 0.2956 loss_bbox_1: 0.1737 loss_giou_1: 0.3252 loss_ce_2: 0.2391 loss_bbox_2: 0.1606 loss_giou_2: 0.298 loss_ce_3: 0.2098 loss_bbox_3: 0.1517 loss_giou_3: 0.2944 loss_ce_4: 0.1948 loss_bbox_4: 0.1479 loss_giou_4: 0.2869 time: 0.2799 data_time: 0.0228 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:15] d2.utils.events INFO: eta: 0:35:06 iter: 442499 total_loss: 4.65 loss_ce: 0.1973 loss_bbox: 0.1452 loss_giou: 0.2853 loss_ce_0: 0.4143 loss_bbox_0: 0.2462 loss_giou_0: 0.4406 loss_ce_1: 0.3043 loss_bbox_1: 0.1698 loss_giou_1: 0.3234 loss_ce_2: 0.2457 loss_bbox_2: 0.1576 loss_giou_2: 0.2998 loss_ce_3: 0.212 loss_bbox_3: 0.151 loss_giou_3: 0.2926 loss_ce_4: 0.1999 loss_bbox_4: 0.148 loss_giou_4: 0.2883 time: 0.2799 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:21] d2.utils.events INFO: eta: 0:35:01 iter: 442519 total_loss: 4.682 loss_ce: 0.1945 loss_bbox: 0.1654 loss_giou: 0.3014 loss_ce_0: 0.414 loss_bbox_0: 0.2663 loss_giou_0: 0.475 loss_ce_1: 0.3074 loss_bbox_1: 0.1841 loss_giou_1: 0.3444 loss_ce_2: 0.2429 loss_bbox_2: 0.1811 loss_giou_2: 0.3168 loss_ce_3: 0.2129 loss_bbox_3: 0.1731 loss_giou_3: 0.3066 loss_ce_4: 0.1948 loss_bbox_4: 0.1637 loss_giou_4: 0.3094 time: 0.2799 data_time: 0.0251 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:27] d2.utils.events INFO: eta: 0:34:55 iter: 442539 total_loss: 4.633 loss_ce: 0.1854 loss_bbox: 0.1496 loss_giou: 0.2886 loss_ce_0: 0.4168 loss_bbox_0: 0.2577 loss_giou_0: 0.4534 loss_ce_1: 0.298 loss_bbox_1: 0.1841 loss_giou_1: 0.3325 loss_ce_2: 0.2374 loss_bbox_2: 0.1631 loss_giou_2: 0.3059 loss_ce_3: 0.2023 loss_bbox_3: 0.1571 loss_giou_3: 0.2909 loss_ce_4: 0.1933 loss_bbox_4: 0.1521 loss_giou_4: 0.2933 time: 0.2799 data_time: 0.0320 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:32] d2.utils.events INFO: eta: 0:34:49 iter: 442559 total_loss: 4.561 loss_ce: 0.173 loss_bbox: 0.1594 loss_giou: 0.2768 loss_ce_0: 0.4238 loss_bbox_0: 0.2601 loss_giou_0: 0.418 loss_ce_1: 0.3139 loss_bbox_1: 0.1825 loss_giou_1: 0.3141 loss_ce_2: 0.237 loss_bbox_2: 0.1714 loss_giou_2: 0.2998 loss_ce_3: 0.193 loss_bbox_3: 0.1681 loss_giou_3: 0.2889 loss_ce_4: 0.1753 loss_bbox_4: 0.1629 loss_giou_4: 0.2857 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:38] d2.utils.events INFO: eta: 0:34:43 iter: 442579 total_loss: 4.515 loss_ce: 0.1923 loss_bbox: 0.1608 loss_giou: 0.2693 loss_ce_0: 0.4185 loss_bbox_0: 0.2723 loss_giou_0: 0.4198 loss_ce_1: 0.3088 loss_bbox_1: 0.1863 loss_giou_1: 0.3114 loss_ce_2: 0.2366 loss_bbox_2: 0.1739 loss_giou_2: 0.2851 loss_ce_3: 0.2145 loss_bbox_3: 0.1666 loss_giou_3: 0.2793 loss_ce_4: 0.1944 loss_bbox_4: 0.1627 loss_giou_4: 0.2792 time: 0.2799 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:43] d2.utils.events INFO: eta: 0:34:38 iter: 442599 total_loss: 5.013 loss_ce: 0.2235 loss_bbox: 0.1627 loss_giou: 0.3044 loss_ce_0: 0.4382 loss_bbox_0: 0.2694 loss_giou_0: 0.4653 loss_ce_1: 0.3287 loss_bbox_1: 0.1931 loss_giou_1: 0.3466 loss_ce_2: 0.2691 loss_bbox_2: 0.1764 loss_giou_2: 0.3198 loss_ce_3: 0.2428 loss_bbox_3: 0.1661 loss_giou_3: 0.3111 loss_ce_4: 0.2245 loss_bbox_4: 0.1635 loss_giou_4: 0.3055 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:49] d2.utils.events INFO: eta: 0:34:32 iter: 442619 total_loss: 4.881 loss_ce: 0.1895 loss_bbox: 0.1637 loss_giou: 0.311 loss_ce_0: 0.427 loss_bbox_0: 0.2609 loss_giou_0: 0.4525 loss_ce_1: 0.3046 loss_bbox_1: 0.1858 loss_giou_1: 0.3435 loss_ce_2: 0.2431 loss_bbox_2: 0.1736 loss_giou_2: 0.3224 loss_ce_3: 0.2131 loss_bbox_3: 0.1646 loss_giou_3: 0.3156 loss_ce_4: 0.1981 loss_bbox_4: 0.1663 loss_giou_4: 0.3122 time: 0.2799 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 01:22:55] d2.utils.events INFO: eta: 0:34:25 iter: 442639 total_loss: 4.699 loss_ce: 0.2013 loss_bbox: 0.1526 loss_giou: 0.2996 loss_ce_0: 0.422 loss_bbox_0: 0.2664 loss_giou_0: 0.4788 loss_ce_1: 0.3225 loss_bbox_1: 0.1819 loss_giou_1: 0.3432 loss_ce_2: 0.2558 loss_bbox_2: 0.1613 loss_giou_2: 0.3211 loss_ce_3: 0.2077 loss_bbox_3: 0.1569 loss_giou_3: 0.3057 loss_ce_4: 0.1998 loss_bbox_4: 0.1567 loss_giou_4: 0.2978 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:01] d2.utils.events INFO: eta: 0:34:20 iter: 442659 total_loss: 4.818 loss_ce: 0.2099 loss_bbox: 0.1478 loss_giou: 0.3078 loss_ce_0: 0.4283 loss_bbox_0: 0.2512 loss_giou_0: 0.4854 loss_ce_1: 0.3188 loss_bbox_1: 0.1705 loss_giou_1: 0.3653 loss_ce_2: 0.254 loss_bbox_2: 0.158 loss_giou_2: 0.3303 loss_ce_3: 0.2197 loss_bbox_3: 0.1538 loss_giou_3: 0.3217 loss_ce_4: 0.2135 loss_bbox_4: 0.1485 loss_giou_4: 0.3112 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:06] d2.utils.events INFO: eta: 0:34:14 iter: 442679 total_loss: 4.751 loss_ce: 0.2253 loss_bbox: 0.1475 loss_giou: 0.2884 loss_ce_0: 0.4268 loss_bbox_0: 0.2522 loss_giou_0: 0.4528 loss_ce_1: 0.3138 loss_bbox_1: 0.1774 loss_giou_1: 0.327 loss_ce_2: 0.2702 loss_bbox_2: 0.1599 loss_giou_2: 0.2968 loss_ce_3: 0.2364 loss_bbox_3: 0.1535 loss_giou_3: 0.2958 loss_ce_4: 0.2348 loss_bbox_4: 0.1525 loss_giou_4: 0.2912 time: 0.2799 data_time: 0.0206 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:12] d2.utils.events INFO: eta: 0:34:09 iter: 442699 total_loss: 4.616 loss_ce: 0.1848 loss_bbox: 0.1526 loss_giou: 0.2953 loss_ce_0: 0.4076 loss_bbox_0: 0.2573 loss_giou_0: 0.4488 loss_ce_1: 0.2924 loss_bbox_1: 0.1833 loss_giou_1: 0.3301 loss_ce_2: 0.2239 loss_bbox_2: 0.1632 loss_giou_2: 0.3131 loss_ce_3: 0.1947 loss_bbox_3: 0.1598 loss_giou_3: 0.3062 loss_ce_4: 0.1896 loss_bbox_4: 0.1534 loss_giou_4: 0.2984 time: 0.2799 data_time: 0.0225 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:18] d2.utils.events INFO: eta: 0:34:03 iter: 442719 total_loss: 4.808 loss_ce: 0.203 loss_bbox: 0.1489 loss_giou: 0.3119 loss_ce_0: 0.4141 loss_bbox_0: 0.2549 loss_giou_0: 0.481 loss_ce_1: 0.3046 loss_bbox_1: 0.1861 loss_giou_1: 0.3507 loss_ce_2: 0.2444 loss_bbox_2: 0.1632 loss_giou_2: 0.3233 loss_ce_3: 0.2217 loss_bbox_3: 0.1553 loss_giou_3: 0.3177 loss_ce_4: 0.2015 loss_bbox_4: 0.1494 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:23] d2.utils.events INFO: eta: 0:33:58 iter: 442739 total_loss: 4.74 loss_ce: 0.2064 loss_bbox: 0.1427 loss_giou: 0.2867 loss_ce_0: 0.4257 loss_bbox_0: 0.2602 loss_giou_0: 0.4476 loss_ce_1: 0.3106 loss_bbox_1: 0.1693 loss_giou_1: 0.3444 loss_ce_2: 0.2567 loss_bbox_2: 0.1518 loss_giou_2: 0.3116 loss_ce_3: 0.2273 loss_bbox_3: 0.1494 loss_giou_3: 0.3047 loss_ce_4: 0.2112 loss_bbox_4: 0.145 loss_giou_4: 0.2918 time: 0.2799 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:29] d2.utils.events INFO: eta: 0:33:52 iter: 442759 total_loss: 4.766 loss_ce: 0.1965 loss_bbox: 0.1536 loss_giou: 0.314 loss_ce_0: 0.4185 loss_bbox_0: 0.2581 loss_giou_0: 0.4824 loss_ce_1: 0.2963 loss_bbox_1: 0.1882 loss_giou_1: 0.3582 loss_ce_2: 0.2433 loss_bbox_2: 0.1701 loss_giou_2: 0.3358 loss_ce_3: 0.2139 loss_bbox_3: 0.1557 loss_giou_3: 0.3272 loss_ce_4: 0.1988 loss_bbox_4: 0.1563 loss_giou_4: 0.3219 time: 0.2799 data_time: 0.0179 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:35] d2.utils.events INFO: eta: 0:33:46 iter: 442779 total_loss: 4.715 loss_ce: 0.1908 loss_bbox: 0.1662 loss_giou: 0.3029 loss_ce_0: 0.4143 loss_bbox_0: 0.2733 loss_giou_0: 0.4501 loss_ce_1: 0.2999 loss_bbox_1: 0.1925 loss_giou_1: 0.3282 loss_ce_2: 0.2357 loss_bbox_2: 0.1786 loss_giou_2: 0.3068 loss_ce_3: 0.2044 loss_bbox_3: 0.1721 loss_giou_3: 0.3015 loss_ce_4: 0.2 loss_bbox_4: 0.1681 loss_giou_4: 0.2945 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:40] d2.utils.events INFO: eta: 0:33:41 iter: 442799 total_loss: 4.607 loss_ce: 0.192 loss_bbox: 0.1425 loss_giou: 0.3191 loss_ce_0: 0.4239 loss_bbox_0: 0.2579 loss_giou_0: 0.4567 loss_ce_1: 0.2969 loss_bbox_1: 0.169 loss_giou_1: 0.3545 loss_ce_2: 0.2522 loss_bbox_2: 0.1548 loss_giou_2: 0.3345 loss_ce_3: 0.2091 loss_bbox_3: 0.151 loss_giou_3: 0.328 loss_ce_4: 0.1925 loss_bbox_4: 0.148 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:46] d2.utils.events INFO: eta: 0:33:34 iter: 442819 total_loss: 4.829 loss_ce: 0.2011 loss_bbox: 0.16 loss_giou: 0.2876 loss_ce_0: 0.4272 loss_bbox_0: 0.275 loss_giou_0: 0.4514 loss_ce_1: 0.3107 loss_bbox_1: 0.1974 loss_giou_1: 0.3369 loss_ce_2: 0.2536 loss_bbox_2: 0.1747 loss_giou_2: 0.3066 loss_ce_3: 0.2211 loss_bbox_3: 0.1658 loss_giou_3: 0.2953 loss_ce_4: 0.2043 loss_bbox_4: 0.1651 loss_giou_4: 0.2927 time: 0.2799 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:51] d2.utils.events INFO: eta: 0:33:28 iter: 442839 total_loss: 4.63 loss_ce: 0.199 loss_bbox: 0.1456 loss_giou: 0.2912 loss_ce_0: 0.4386 loss_bbox_0: 0.2538 loss_giou_0: 0.4728 loss_ce_1: 0.326 loss_bbox_1: 0.1811 loss_giou_1: 0.343 loss_ce_2: 0.2612 loss_bbox_2: 0.1671 loss_giou_2: 0.3132 loss_ce_3: 0.2171 loss_bbox_3: 0.1559 loss_giou_3: 0.3054 loss_ce_4: 0.1954 loss_bbox_4: 0.1495 loss_giou_4: 0.2974 time: 0.2799 data_time: 0.0188 lr: 2.5e-07 max_mem: 5427M [11/04 01:23:57] d2.utils.events INFO: eta: 0:33:23 iter: 442859 total_loss: 5.067 loss_ce: 0.2254 loss_bbox: 0.1504 loss_giou: 0.3139 loss_ce_0: 0.4417 loss_bbox_0: 0.269 loss_giou_0: 0.481 loss_ce_1: 0.3291 loss_bbox_1: 0.1787 loss_giou_1: 0.3532 loss_ce_2: 0.2785 loss_bbox_2: 0.169 loss_giou_2: 0.3332 loss_ce_3: 0.2474 loss_bbox_3: 0.1661 loss_giou_3: 0.3256 loss_ce_4: 0.2318 loss_bbox_4: 0.1578 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0251 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:03] d2.utils.events INFO: eta: 0:33:18 iter: 442879 total_loss: 4.851 loss_ce: 0.2125 loss_bbox: 0.1454 loss_giou: 0.3031 loss_ce_0: 0.4237 loss_bbox_0: 0.2517 loss_giou_0: 0.4759 loss_ce_1: 0.3236 loss_bbox_1: 0.1745 loss_giou_1: 0.3537 loss_ce_2: 0.2681 loss_bbox_2: 0.1579 loss_giou_2: 0.3231 loss_ce_3: 0.2255 loss_bbox_3: 0.1489 loss_giou_3: 0.3137 loss_ce_4: 0.2143 loss_bbox_4: 0.1468 loss_giou_4: 0.3123 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:09] d2.utils.events INFO: eta: 0:33:12 iter: 442899 total_loss: 4.45 loss_ce: 0.1851 loss_bbox: 0.1508 loss_giou: 0.2926 loss_ce_0: 0.4269 loss_bbox_0: 0.2534 loss_giou_0: 0.4361 loss_ce_1: 0.3022 loss_bbox_1: 0.176 loss_giou_1: 0.3225 loss_ce_2: 0.2434 loss_bbox_2: 0.161 loss_giou_2: 0.3051 loss_ce_3: 0.2092 loss_bbox_3: 0.1569 loss_giou_3: 0.2934 loss_ce_4: 0.1912 loss_bbox_4: 0.1543 loss_giou_4: 0.2921 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:14] d2.utils.events INFO: eta: 0:33:06 iter: 442919 total_loss: 4.668 loss_ce: 0.2034 loss_bbox: 0.1471 loss_giou: 0.3031 loss_ce_0: 0.4318 loss_bbox_0: 0.2509 loss_giou_0: 0.4513 loss_ce_1: 0.3242 loss_bbox_1: 0.1785 loss_giou_1: 0.3504 loss_ce_2: 0.2616 loss_bbox_2: 0.1579 loss_giou_2: 0.3117 loss_ce_3: 0.2211 loss_bbox_3: 0.1535 loss_giou_3: 0.3071 loss_ce_4: 0.2089 loss_bbox_4: 0.1482 loss_giou_4: 0.3062 time: 0.2799 data_time: 0.0202 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:20] d2.utils.events INFO: eta: 0:33:00 iter: 442939 total_loss: 4.648 loss_ce: 0.2018 loss_bbox: 0.1434 loss_giou: 0.2967 loss_ce_0: 0.4297 loss_bbox_0: 0.2499 loss_giou_0: 0.4458 loss_ce_1: 0.3164 loss_bbox_1: 0.1743 loss_giou_1: 0.3411 loss_ce_2: 0.2441 loss_bbox_2: 0.1609 loss_giou_2: 0.3114 loss_ce_3: 0.2204 loss_bbox_3: 0.1527 loss_giou_3: 0.3064 loss_ce_4: 0.2026 loss_bbox_4: 0.1491 loss_giou_4: 0.303 time: 0.2799 data_time: 0.0187 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:26] d2.utils.events INFO: eta: 0:32:55 iter: 442959 total_loss: 4.618 loss_ce: 0.1942 loss_bbox: 0.1585 loss_giou: 0.2917 loss_ce_0: 0.4318 loss_bbox_0: 0.2629 loss_giou_0: 0.4662 loss_ce_1: 0.3101 loss_bbox_1: 0.1883 loss_giou_1: 0.3371 loss_ce_2: 0.2447 loss_bbox_2: 0.1658 loss_giou_2: 0.3138 loss_ce_3: 0.2155 loss_bbox_3: 0.1629 loss_giou_3: 0.3069 loss_ce_4: 0.2011 loss_bbox_4: 0.1608 loss_giou_4: 0.3021 time: 0.2799 data_time: 0.0169 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:31] d2.utils.events INFO: eta: 0:32:50 iter: 442979 total_loss: 4.746 loss_ce: 0.206 loss_bbox: 0.1591 loss_giou: 0.294 loss_ce_0: 0.4333 loss_bbox_0: 0.2732 loss_giou_0: 0.4645 loss_ce_1: 0.3254 loss_bbox_1: 0.1953 loss_giou_1: 0.3333 loss_ce_2: 0.2643 loss_bbox_2: 0.1745 loss_giou_2: 0.3055 loss_ce_3: 0.2295 loss_bbox_3: 0.1684 loss_giou_3: 0.3001 loss_ce_4: 0.209 loss_bbox_4: 0.1608 loss_giou_4: 0.2923 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:37] d2.utils.events INFO: eta: 0:32:44 iter: 442999 total_loss: 4.698 loss_ce: 0.1981 loss_bbox: 0.1472 loss_giou: 0.3046 loss_ce_0: 0.4171 loss_bbox_0: 0.2486 loss_giou_0: 0.4729 loss_ce_1: 0.3043 loss_bbox_1: 0.1711 loss_giou_1: 0.3445 loss_ce_2: 0.2493 loss_bbox_2: 0.1562 loss_giou_2: 0.3221 loss_ce_3: 0.2165 loss_bbox_3: 0.1487 loss_giou_3: 0.3153 loss_ce_4: 0.2065 loss_bbox_4: 0.1451 loss_giou_4: 0.3075 time: 0.2799 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:43] d2.utils.events INFO: eta: 0:32:39 iter: 443019 total_loss: 5.064 loss_ce: 0.2201 loss_bbox: 0.1555 loss_giou: 0.3206 loss_ce_0: 0.4341 loss_bbox_0: 0.2643 loss_giou_0: 0.4964 loss_ce_1: 0.3283 loss_bbox_1: 0.1834 loss_giou_1: 0.3664 loss_ce_2: 0.2777 loss_bbox_2: 0.1697 loss_giou_2: 0.3468 loss_ce_3: 0.244 loss_bbox_3: 0.1666 loss_giou_3: 0.3358 loss_ce_4: 0.2275 loss_bbox_4: 0.1605 loss_giou_4: 0.3283 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:48] d2.utils.events INFO: eta: 0:32:33 iter: 443039 total_loss: 4.72 loss_ce: 0.1871 loss_bbox: 0.1462 loss_giou: 0.2922 loss_ce_0: 0.4226 loss_bbox_0: 0.2458 loss_giou_0: 0.4649 loss_ce_1: 0.315 loss_bbox_1: 0.1748 loss_giou_1: 0.3415 loss_ce_2: 0.2451 loss_bbox_2: 0.1589 loss_giou_2: 0.315 loss_ce_3: 0.2071 loss_bbox_3: 0.1562 loss_giou_3: 0.3036 loss_ce_4: 0.1916 loss_bbox_4: 0.1492 loss_giou_4: 0.2975 time: 0.2799 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 01:24:54] d2.utils.events INFO: eta: 0:32:27 iter: 443059 total_loss: 4.542 loss_ce: 0.197 loss_bbox: 0.1536 loss_giou: 0.2873 loss_ce_0: 0.4167 loss_bbox_0: 0.2476 loss_giou_0: 0.4474 loss_ce_1: 0.3171 loss_bbox_1: 0.1782 loss_giou_1: 0.3247 loss_ce_2: 0.2534 loss_bbox_2: 0.1638 loss_giou_2: 0.3061 loss_ce_3: 0.2181 loss_bbox_3: 0.1582 loss_giou_3: 0.2961 loss_ce_4: 0.2038 loss_bbox_4: 0.1528 loss_giou_4: 0.2938 time: 0.2799 data_time: 0.0215 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:00] d2.utils.events INFO: eta: 0:32:22 iter: 443079 total_loss: 4.682 loss_ce: 0.1951 loss_bbox: 0.1418 loss_giou: 0.2953 loss_ce_0: 0.4173 loss_bbox_0: 0.2491 loss_giou_0: 0.47 loss_ce_1: 0.3146 loss_bbox_1: 0.1704 loss_giou_1: 0.3483 loss_ce_2: 0.2546 loss_bbox_2: 0.1582 loss_giou_2: 0.3181 loss_ce_3: 0.2196 loss_bbox_3: 0.1487 loss_giou_3: 0.3037 loss_ce_4: 0.1972 loss_bbox_4: 0.1466 loss_giou_4: 0.299 time: 0.2799 data_time: 0.0176 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:06] d2.utils.events INFO: eta: 0:32:17 iter: 443099 total_loss: 4.79 loss_ce: 0.204 loss_bbox: 0.1515 loss_giou: 0.3117 loss_ce_0: 0.4196 loss_bbox_0: 0.2587 loss_giou_0: 0.4666 loss_ce_1: 0.3074 loss_bbox_1: 0.1814 loss_giou_1: 0.3514 loss_ce_2: 0.2495 loss_bbox_2: 0.1644 loss_giou_2: 0.331 loss_ce_3: 0.2257 loss_bbox_3: 0.1573 loss_giou_3: 0.3224 loss_ce_4: 0.2071 loss_bbox_4: 0.1525 loss_giou_4: 0.3166 time: 0.2799 data_time: 0.0208 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:11] d2.utils.events INFO: eta: 0:32:11 iter: 443119 total_loss: 4.629 loss_ce: 0.1727 loss_bbox: 0.1474 loss_giou: 0.2953 loss_ce_0: 0.4261 loss_bbox_0: 0.2526 loss_giou_0: 0.4486 loss_ce_1: 0.3047 loss_bbox_1: 0.1779 loss_giou_1: 0.3319 loss_ce_2: 0.2377 loss_bbox_2: 0.1637 loss_giou_2: 0.3076 loss_ce_3: 0.2054 loss_bbox_3: 0.1537 loss_giou_3: 0.2996 loss_ce_4: 0.1829 loss_bbox_4: 0.1517 loss_giou_4: 0.2927 time: 0.2799 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:17] d2.utils.events INFO: eta: 0:32:05 iter: 443139 total_loss: 4.801 loss_ce: 0.212 loss_bbox: 0.1533 loss_giou: 0.3001 loss_ce_0: 0.4301 loss_bbox_0: 0.2522 loss_giou_0: 0.4719 loss_ce_1: 0.3123 loss_bbox_1: 0.179 loss_giou_1: 0.3469 loss_ce_2: 0.2578 loss_bbox_2: 0.163 loss_giou_2: 0.3269 loss_ce_3: 0.2242 loss_bbox_3: 0.1567 loss_giou_3: 0.3121 loss_ce_4: 0.2159 loss_bbox_4: 0.1559 loss_giou_4: 0.2999 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:23] d2.utils.events INFO: eta: 0:32:00 iter: 443159 total_loss: 4.655 loss_ce: 0.1948 loss_bbox: 0.1361 loss_giou: 0.2947 loss_ce_0: 0.4291 loss_bbox_0: 0.236 loss_giou_0: 0.4539 loss_ce_1: 0.3167 loss_bbox_1: 0.1627 loss_giou_1: 0.3466 loss_ce_2: 0.2557 loss_bbox_2: 0.1502 loss_giou_2: 0.3127 loss_ce_3: 0.2128 loss_bbox_3: 0.1449 loss_giou_3: 0.3029 loss_ce_4: 0.2026 loss_bbox_4: 0.1384 loss_giou_4: 0.2986 time: 0.2799 data_time: 0.0214 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:28] d2.utils.events INFO: eta: 0:31:55 iter: 443179 total_loss: 4.761 loss_ce: 0.2097 loss_bbox: 0.1587 loss_giou: 0.2859 loss_ce_0: 0.4162 loss_bbox_0: 0.2598 loss_giou_0: 0.4517 loss_ce_1: 0.3166 loss_bbox_1: 0.1907 loss_giou_1: 0.3294 loss_ce_2: 0.2548 loss_bbox_2: 0.1695 loss_giou_2: 0.3026 loss_ce_3: 0.2246 loss_bbox_3: 0.1651 loss_giou_3: 0.2996 loss_ce_4: 0.2166 loss_bbox_4: 0.1603 loss_giou_4: 0.2911 time: 0.2799 data_time: 0.0212 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:34] d2.utils.events INFO: eta: 0:31:49 iter: 443199 total_loss: 4.831 loss_ce: 0.2127 loss_bbox: 0.1494 loss_giou: 0.3181 loss_ce_0: 0.4169 loss_bbox_0: 0.2646 loss_giou_0: 0.4775 loss_ce_1: 0.3133 loss_bbox_1: 0.1849 loss_giou_1: 0.3668 loss_ce_2: 0.2632 loss_bbox_2: 0.1646 loss_giou_2: 0.3415 loss_ce_3: 0.2344 loss_bbox_3: 0.1593 loss_giou_3: 0.3288 loss_ce_4: 0.2128 loss_bbox_4: 0.1544 loss_giou_4: 0.3258 time: 0.2799 data_time: 0.0194 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:40] d2.utils.events INFO: eta: 0:31:43 iter: 443219 total_loss: 4.67 loss_ce: 0.196 loss_bbox: 0.1571 loss_giou: 0.2969 loss_ce_0: 0.4328 loss_bbox_0: 0.2607 loss_giou_0: 0.4694 loss_ce_1: 0.3067 loss_bbox_1: 0.1874 loss_giou_1: 0.3504 loss_ce_2: 0.2426 loss_bbox_2: 0.1699 loss_giou_2: 0.3221 loss_ce_3: 0.2086 loss_bbox_3: 0.1606 loss_giou_3: 0.3102 loss_ce_4: 0.199 loss_bbox_4: 0.1574 loss_giou_4: 0.301 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:45] d2.utils.events INFO: eta: 0:31:37 iter: 443239 total_loss: 4.775 loss_ce: 0.1996 loss_bbox: 0.1502 loss_giou: 0.2979 loss_ce_0: 0.4163 loss_bbox_0: 0.2573 loss_giou_0: 0.4635 loss_ce_1: 0.3074 loss_bbox_1: 0.1787 loss_giou_1: 0.3348 loss_ce_2: 0.2465 loss_bbox_2: 0.1617 loss_giou_2: 0.3168 loss_ce_3: 0.2154 loss_bbox_3: 0.1565 loss_giou_3: 0.3099 loss_ce_4: 0.2034 loss_bbox_4: 0.1537 loss_giou_4: 0.3005 time: 0.2799 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:51] d2.utils.events INFO: eta: 0:31:32 iter: 443259 total_loss: 4.798 loss_ce: 0.2078 loss_bbox: 0.1438 loss_giou: 0.2997 loss_ce_0: 0.4172 loss_bbox_0: 0.2482 loss_giou_0: 0.4669 loss_ce_1: 0.3183 loss_bbox_1: 0.1708 loss_giou_1: 0.3444 loss_ce_2: 0.2582 loss_bbox_2: 0.1555 loss_giou_2: 0.3169 loss_ce_3: 0.2303 loss_bbox_3: 0.1471 loss_giou_3: 0.3086 loss_ce_4: 0.2169 loss_bbox_4: 0.1452 loss_giou_4: 0.3006 time: 0.2799 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/04 01:25:57] d2.utils.events INFO: eta: 0:31:26 iter: 443279 total_loss: 4.828 loss_ce: 0.1956 loss_bbox: 0.1526 loss_giou: 0.3044 loss_ce_0: 0.4355 loss_bbox_0: 0.2646 loss_giou_0: 0.459 loss_ce_1: 0.3145 loss_bbox_1: 0.1858 loss_giou_1: 0.3381 loss_ce_2: 0.2582 loss_bbox_2: 0.1656 loss_giou_2: 0.3207 loss_ce_3: 0.2211 loss_bbox_3: 0.1612 loss_giou_3: 0.3147 loss_ce_4: 0.2036 loss_bbox_4: 0.1555 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:02] d2.utils.events INFO: eta: 0:31:20 iter: 443299 total_loss: 4.836 loss_ce: 0.1939 loss_bbox: 0.1555 loss_giou: 0.3145 loss_ce_0: 0.418 loss_bbox_0: 0.2621 loss_giou_0: 0.4464 loss_ce_1: 0.3053 loss_bbox_1: 0.1916 loss_giou_1: 0.3447 loss_ce_2: 0.2418 loss_bbox_2: 0.1732 loss_giou_2: 0.3265 loss_ce_3: 0.2162 loss_bbox_3: 0.1665 loss_giou_3: 0.3201 loss_ce_4: 0.1932 loss_bbox_4: 0.1619 loss_giou_4: 0.3145 time: 0.2799 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:08] d2.utils.events INFO: eta: 0:31:14 iter: 443319 total_loss: 4.446 loss_ce: 0.1801 loss_bbox: 0.1484 loss_giou: 0.2881 loss_ce_0: 0.4096 loss_bbox_0: 0.2538 loss_giou_0: 0.457 loss_ce_1: 0.2932 loss_bbox_1: 0.1742 loss_giou_1: 0.331 loss_ce_2: 0.217 loss_bbox_2: 0.1555 loss_giou_2: 0.3093 loss_ce_3: 0.2044 loss_bbox_3: 0.1507 loss_giou_3: 0.2994 loss_ce_4: 0.1868 loss_bbox_4: 0.1492 loss_giou_4: 0.2924 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:14] d2.utils.events INFO: eta: 0:31:08 iter: 443339 total_loss: 4.456 loss_ce: 0.1904 loss_bbox: 0.149 loss_giou: 0.2905 loss_ce_0: 0.4136 loss_bbox_0: 0.2542 loss_giou_0: 0.4696 loss_ce_1: 0.3037 loss_bbox_1: 0.1757 loss_giou_1: 0.3356 loss_ce_2: 0.2458 loss_bbox_2: 0.1547 loss_giou_2: 0.3113 loss_ce_3: 0.2074 loss_bbox_3: 0.152 loss_giou_3: 0.3018 loss_ce_4: 0.1962 loss_bbox_4: 0.1502 loss_giou_4: 0.2983 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:19] d2.utils.events INFO: eta: 0:31:03 iter: 443359 total_loss: 4.759 loss_ce: 0.1976 loss_bbox: 0.1529 loss_giou: 0.2945 loss_ce_0: 0.4258 loss_bbox_0: 0.2564 loss_giou_0: 0.4439 loss_ce_1: 0.3116 loss_bbox_1: 0.1792 loss_giou_1: 0.3296 loss_ce_2: 0.2507 loss_bbox_2: 0.1644 loss_giou_2: 0.3153 loss_ce_3: 0.2216 loss_bbox_3: 0.1583 loss_giou_3: 0.3131 loss_ce_4: 0.2073 loss_bbox_4: 0.1539 loss_giou_4: 0.3048 time: 0.2799 data_time: 0.0221 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:25] d2.utils.events INFO: eta: 0:30:58 iter: 443379 total_loss: 4.725 loss_ce: 0.2045 loss_bbox: 0.1415 loss_giou: 0.2981 loss_ce_0: 0.4257 loss_bbox_0: 0.2591 loss_giou_0: 0.4704 loss_ce_1: 0.3128 loss_bbox_1: 0.1824 loss_giou_1: 0.3438 loss_ce_2: 0.255 loss_bbox_2: 0.1587 loss_giou_2: 0.3198 loss_ce_3: 0.2125 loss_bbox_3: 0.1552 loss_giou_3: 0.3131 loss_ce_4: 0.2098 loss_bbox_4: 0.1463 loss_giou_4: 0.3039 time: 0.2799 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:31] d2.utils.events INFO: eta: 0:30:52 iter: 443399 total_loss: 4.878 loss_ce: 0.2073 loss_bbox: 0.1505 loss_giou: 0.306 loss_ce_0: 0.4414 loss_bbox_0: 0.2523 loss_giou_0: 0.4664 loss_ce_1: 0.3225 loss_bbox_1: 0.1718 loss_giou_1: 0.3452 loss_ce_2: 0.2586 loss_bbox_2: 0.1584 loss_giou_2: 0.3274 loss_ce_3: 0.2268 loss_bbox_3: 0.1562 loss_giou_3: 0.3163 loss_ce_4: 0.209 loss_bbox_4: 0.1531 loss_giou_4: 0.3107 time: 0.2799 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:36] d2.utils.events INFO: eta: 0:30:47 iter: 443419 total_loss: 4.678 loss_ce: 0.183 loss_bbox: 0.1536 loss_giou: 0.3096 loss_ce_0: 0.4076 loss_bbox_0: 0.2577 loss_giou_0: 0.4668 loss_ce_1: 0.296 loss_bbox_1: 0.1835 loss_giou_1: 0.3415 loss_ce_2: 0.237 loss_bbox_2: 0.1645 loss_giou_2: 0.3237 loss_ce_3: 0.1987 loss_bbox_3: 0.1567 loss_giou_3: 0.3174 loss_ce_4: 0.1901 loss_bbox_4: 0.1546 loss_giou_4: 0.3095 time: 0.2799 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:42] d2.utils.events INFO: eta: 0:30:42 iter: 443439 total_loss: 4.938 loss_ce: 0.1988 loss_bbox: 0.1533 loss_giou: 0.3018 loss_ce_0: 0.436 loss_bbox_0: 0.2636 loss_giou_0: 0.4692 loss_ce_1: 0.3181 loss_bbox_1: 0.1826 loss_giou_1: 0.348 loss_ce_2: 0.2519 loss_bbox_2: 0.1649 loss_giou_2: 0.3256 loss_ce_3: 0.2138 loss_bbox_3: 0.1632 loss_giou_3: 0.3117 loss_ce_4: 0.1987 loss_bbox_4: 0.16 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:48] d2.utils.events INFO: eta: 0:30:37 iter: 443459 total_loss: 4.775 loss_ce: 0.2045 loss_bbox: 0.1427 loss_giou: 0.2963 loss_ce_0: 0.4307 loss_bbox_0: 0.2454 loss_giou_0: 0.4859 loss_ce_1: 0.3166 loss_bbox_1: 0.167 loss_giou_1: 0.3405 loss_ce_2: 0.2567 loss_bbox_2: 0.1564 loss_giou_2: 0.316 loss_ce_3: 0.2198 loss_bbox_3: 0.1478 loss_giou_3: 0.3103 loss_ce_4: 0.2101 loss_bbox_4: 0.1449 loss_giou_4: 0.3033 time: 0.2799 data_time: 0.0279 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:54] d2.utils.events INFO: eta: 0:30:31 iter: 443479 total_loss: 4.759 loss_ce: 0.204 loss_bbox: 0.1598 loss_giou: 0.2889 loss_ce_0: 0.4483 loss_bbox_0: 0.2671 loss_giou_0: 0.4333 loss_ce_1: 0.3248 loss_bbox_1: 0.18 loss_giou_1: 0.3331 loss_ce_2: 0.263 loss_bbox_2: 0.1706 loss_giou_2: 0.3019 loss_ce_3: 0.2335 loss_bbox_3: 0.165 loss_giou_3: 0.2967 loss_ce_4: 0.2089 loss_bbox_4: 0.1605 loss_giou_4: 0.284 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:26:59] d2.utils.events INFO: eta: 0:30:25 iter: 443499 total_loss: 4.769 loss_ce: 0.2078 loss_bbox: 0.1528 loss_giou: 0.2992 loss_ce_0: 0.4282 loss_bbox_0: 0.2533 loss_giou_0: 0.4581 loss_ce_1: 0.3176 loss_bbox_1: 0.1816 loss_giou_1: 0.3504 loss_ce_2: 0.2666 loss_bbox_2: 0.1613 loss_giou_2: 0.3191 loss_ce_3: 0.23 loss_bbox_3: 0.159 loss_giou_3: 0.3098 loss_ce_4: 0.2112 loss_bbox_4: 0.1562 loss_giou_4: 0.3037 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:05] d2.utils.events INFO: eta: 0:30:20 iter: 443519 total_loss: 4.607 loss_ce: 0.1959 loss_bbox: 0.146 loss_giou: 0.2839 loss_ce_0: 0.4219 loss_bbox_0: 0.2391 loss_giou_0: 0.4492 loss_ce_1: 0.3095 loss_bbox_1: 0.1688 loss_giou_1: 0.3271 loss_ce_2: 0.2395 loss_bbox_2: 0.156 loss_giou_2: 0.3012 loss_ce_3: 0.2135 loss_bbox_3: 0.1498 loss_giou_3: 0.2988 loss_ce_4: 0.2068 loss_bbox_4: 0.1477 loss_giou_4: 0.2908 time: 0.2799 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:11] d2.utils.events INFO: eta: 0:30:14 iter: 443539 total_loss: 4.703 loss_ce: 0.2029 loss_bbox: 0.1591 loss_giou: 0.2933 loss_ce_0: 0.4206 loss_bbox_0: 0.2581 loss_giou_0: 0.4525 loss_ce_1: 0.3137 loss_bbox_1: 0.1841 loss_giou_1: 0.3411 loss_ce_2: 0.2446 loss_bbox_2: 0.1723 loss_giou_2: 0.3167 loss_ce_3: 0.2241 loss_bbox_3: 0.1651 loss_giou_3: 0.3049 loss_ce_4: 0.208 loss_bbox_4: 0.1605 loss_giou_4: 0.2982 time: 0.2799 data_time: 0.0237 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:16] d2.utils.events INFO: eta: 0:30:08 iter: 443559 total_loss: 4.467 loss_ce: 0.1869 loss_bbox: 0.1457 loss_giou: 0.2873 loss_ce_0: 0.4142 loss_bbox_0: 0.2558 loss_giou_0: 0.4441 loss_ce_1: 0.2964 loss_bbox_1: 0.1712 loss_giou_1: 0.3294 loss_ce_2: 0.2371 loss_bbox_2: 0.1566 loss_giou_2: 0.3032 loss_ce_3: 0.2075 loss_bbox_3: 0.1492 loss_giou_3: 0.2926 loss_ce_4: 0.1901 loss_bbox_4: 0.1498 loss_giou_4: 0.292 time: 0.2799 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:22] d2.utils.events INFO: eta: 0:30:03 iter: 443579 total_loss: 4.626 loss_ce: 0.1896 loss_bbox: 0.1483 loss_giou: 0.2909 loss_ce_0: 0.4213 loss_bbox_0: 0.2662 loss_giou_0: 0.4543 loss_ce_1: 0.3095 loss_bbox_1: 0.1751 loss_giou_1: 0.3364 loss_ce_2: 0.246 loss_bbox_2: 0.1588 loss_giou_2: 0.3108 loss_ce_3: 0.2147 loss_bbox_3: 0.1536 loss_giou_3: 0.3012 loss_ce_4: 0.1941 loss_bbox_4: 0.1511 loss_giou_4: 0.293 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:28] d2.utils.events INFO: eta: 0:29:57 iter: 443599 total_loss: 4.653 loss_ce: 0.1923 loss_bbox: 0.1447 loss_giou: 0.293 loss_ce_0: 0.4284 loss_bbox_0: 0.2396 loss_giou_0: 0.4474 loss_ce_1: 0.3036 loss_bbox_1: 0.1666 loss_giou_1: 0.3427 loss_ce_2: 0.2434 loss_bbox_2: 0.1531 loss_giou_2: 0.3078 loss_ce_3: 0.2095 loss_bbox_3: 0.1536 loss_giou_3: 0.3072 loss_ce_4: 0.194 loss_bbox_4: 0.147 loss_giou_4: 0.2993 time: 0.2799 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:34] d2.utils.events INFO: eta: 0:29:52 iter: 443619 total_loss: 4.861 loss_ce: 0.1882 loss_bbox: 0.1463 loss_giou: 0.3035 loss_ce_0: 0.4165 loss_bbox_0: 0.2523 loss_giou_0: 0.4757 loss_ce_1: 0.2998 loss_bbox_1: 0.1687 loss_giou_1: 0.3505 loss_ce_2: 0.24 loss_bbox_2: 0.1599 loss_giou_2: 0.3287 loss_ce_3: 0.2075 loss_bbox_3: 0.1536 loss_giou_3: 0.3131 loss_ce_4: 0.195 loss_bbox_4: 0.1478 loss_giou_4: 0.3052 time: 0.2799 data_time: 0.0214 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:39] d2.utils.events INFO: eta: 0:29:47 iter: 443639 total_loss: 4.549 loss_ce: 0.2022 loss_bbox: 0.1592 loss_giou: 0.2756 loss_ce_0: 0.4379 loss_bbox_0: 0.2576 loss_giou_0: 0.4277 loss_ce_1: 0.3267 loss_bbox_1: 0.1769 loss_giou_1: 0.3099 loss_ce_2: 0.2564 loss_bbox_2: 0.1672 loss_giou_2: 0.2973 loss_ce_3: 0.2173 loss_bbox_3: 0.1596 loss_giou_3: 0.2825 loss_ce_4: 0.2071 loss_bbox_4: 0.1611 loss_giou_4: 0.2802 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:45] d2.utils.events INFO: eta: 0:29:41 iter: 443659 total_loss: 4.614 loss_ce: 0.1925 loss_bbox: 0.1446 loss_giou: 0.315 loss_ce_0: 0.4027 loss_bbox_0: 0.2515 loss_giou_0: 0.4819 loss_ce_1: 0.2854 loss_bbox_1: 0.169 loss_giou_1: 0.3514 loss_ce_2: 0.2338 loss_bbox_2: 0.1556 loss_giou_2: 0.3259 loss_ce_3: 0.2032 loss_bbox_3: 0.1469 loss_giou_3: 0.3177 loss_ce_4: 0.1922 loss_bbox_4: 0.1476 loss_giou_4: 0.3146 time: 0.2799 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:51] d2.utils.events INFO: eta: 0:29:35 iter: 443679 total_loss: 4.613 loss_ce: 0.1922 loss_bbox: 0.1496 loss_giou: 0.2902 loss_ce_0: 0.4009 loss_bbox_0: 0.2511 loss_giou_0: 0.4662 loss_ce_1: 0.2974 loss_bbox_1: 0.182 loss_giou_1: 0.3382 loss_ce_2: 0.2456 loss_bbox_2: 0.1614 loss_giou_2: 0.3025 loss_ce_3: 0.2089 loss_bbox_3: 0.155 loss_giou_3: 0.2895 loss_ce_4: 0.1968 loss_bbox_4: 0.1529 loss_giou_4: 0.2907 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:27:56] d2.utils.events INFO: eta: 0:29:29 iter: 443699 total_loss: 4.878 loss_ce: 0.1954 loss_bbox: 0.1485 loss_giou: 0.3144 loss_ce_0: 0.401 loss_bbox_0: 0.2414 loss_giou_0: 0.4716 loss_ce_1: 0.298 loss_bbox_1: 0.1731 loss_giou_1: 0.3589 loss_ce_2: 0.2425 loss_bbox_2: 0.1585 loss_giou_2: 0.3384 loss_ce_3: 0.2124 loss_bbox_3: 0.1525 loss_giou_3: 0.3247 loss_ce_4: 0.1915 loss_bbox_4: 0.1505 loss_giou_4: 0.3183 time: 0.2799 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:02] d2.utils.events INFO: eta: 0:29:24 iter: 443719 total_loss: 5.036 loss_ce: 0.223 loss_bbox: 0.1593 loss_giou: 0.3138 loss_ce_0: 0.4266 loss_bbox_0: 0.2733 loss_giou_0: 0.4917 loss_ce_1: 0.3134 loss_bbox_1: 0.1911 loss_giou_1: 0.3687 loss_ce_2: 0.2634 loss_bbox_2: 0.1758 loss_giou_2: 0.3402 loss_ce_3: 0.2411 loss_bbox_3: 0.1681 loss_giou_3: 0.3198 loss_ce_4: 0.2314 loss_bbox_4: 0.1616 loss_giou_4: 0.3165 time: 0.2799 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:08] d2.utils.events INFO: eta: 0:29:18 iter: 443739 total_loss: 4.823 loss_ce: 0.1993 loss_bbox: 0.1616 loss_giou: 0.2981 loss_ce_0: 0.4208 loss_bbox_0: 0.2709 loss_giou_0: 0.4506 loss_ce_1: 0.3093 loss_bbox_1: 0.1907 loss_giou_1: 0.3453 loss_ce_2: 0.25 loss_bbox_2: 0.1768 loss_giou_2: 0.3141 loss_ce_3: 0.2217 loss_bbox_3: 0.167 loss_giou_3: 0.3111 loss_ce_4: 0.2081 loss_bbox_4: 0.1615 loss_giou_4: 0.3007 time: 0.2799 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:14] d2.utils.events INFO: eta: 0:29:13 iter: 443759 total_loss: 4.677 loss_ce: 0.1908 loss_bbox: 0.1594 loss_giou: 0.2946 loss_ce_0: 0.4275 loss_bbox_0: 0.2646 loss_giou_0: 0.446 loss_ce_1: 0.3111 loss_bbox_1: 0.1836 loss_giou_1: 0.3394 loss_ce_2: 0.2481 loss_bbox_2: 0.1732 loss_giou_2: 0.3092 loss_ce_3: 0.2129 loss_bbox_3: 0.1678 loss_giou_3: 0.303 loss_ce_4: 0.1977 loss_bbox_4: 0.1623 loss_giou_4: 0.2966 time: 0.2799 data_time: 0.0214 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:19] d2.utils.events INFO: eta: 0:29:08 iter: 443779 total_loss: 4.498 loss_ce: 0.1852 loss_bbox: 0.1464 loss_giou: 0.2717 loss_ce_0: 0.4198 loss_bbox_0: 0.2536 loss_giou_0: 0.4216 loss_ce_1: 0.3071 loss_bbox_1: 0.176 loss_giou_1: 0.311 loss_ce_2: 0.2438 loss_bbox_2: 0.1648 loss_giou_2: 0.29 loss_ce_3: 0.206 loss_bbox_3: 0.1555 loss_giou_3: 0.2781 loss_ce_4: 0.2027 loss_bbox_4: 0.1488 loss_giou_4: 0.2755 time: 0.2799 data_time: 0.0325 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:25] d2.utils.events INFO: eta: 0:29:02 iter: 443799 total_loss: 4.675 loss_ce: 0.1882 loss_bbox: 0.1444 loss_giou: 0.2979 loss_ce_0: 0.4161 loss_bbox_0: 0.2583 loss_giou_0: 0.4674 loss_ce_1: 0.2922 loss_bbox_1: 0.1752 loss_giou_1: 0.3473 loss_ce_2: 0.2343 loss_bbox_2: 0.1605 loss_giou_2: 0.3242 loss_ce_3: 0.208 loss_bbox_3: 0.1535 loss_giou_3: 0.3111 loss_ce_4: 0.1924 loss_bbox_4: 0.1486 loss_giou_4: 0.3035 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:31] d2.utils.events INFO: eta: 0:28:57 iter: 443819 total_loss: 4.56 loss_ce: 0.1899 loss_bbox: 0.1557 loss_giou: 0.2937 loss_ce_0: 0.4103 loss_bbox_0: 0.2584 loss_giou_0: 0.4551 loss_ce_1: 0.2971 loss_bbox_1: 0.1808 loss_giou_1: 0.3361 loss_ce_2: 0.2503 loss_bbox_2: 0.1695 loss_giou_2: 0.3145 loss_ce_3: 0.2092 loss_bbox_3: 0.1646 loss_giou_3: 0.3031 loss_ce_4: 0.1986 loss_bbox_4: 0.1582 loss_giou_4: 0.2977 time: 0.2799 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:36] d2.utils.events INFO: eta: 0:28:51 iter: 443839 total_loss: 4.696 loss_ce: 0.1985 loss_bbox: 0.1527 loss_giou: 0.304 loss_ce_0: 0.4031 loss_bbox_0: 0.2521 loss_giou_0: 0.4619 loss_ce_1: 0.3054 loss_bbox_1: 0.1751 loss_giou_1: 0.3416 loss_ce_2: 0.246 loss_bbox_2: 0.1588 loss_giou_2: 0.3203 loss_ce_3: 0.2193 loss_bbox_3: 0.1544 loss_giou_3: 0.309 loss_ce_4: 0.2028 loss_bbox_4: 0.1522 loss_giou_4: 0.3023 time: 0.2799 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:42] d2.utils.events INFO: eta: 0:28:46 iter: 443859 total_loss: 4.682 loss_ce: 0.2061 loss_bbox: 0.1589 loss_giou: 0.2953 loss_ce_0: 0.4192 loss_bbox_0: 0.2646 loss_giou_0: 0.4635 loss_ce_1: 0.3257 loss_bbox_1: 0.1846 loss_giou_1: 0.3416 loss_ce_2: 0.2581 loss_bbox_2: 0.165 loss_giou_2: 0.3088 loss_ce_3: 0.22 loss_bbox_3: 0.1645 loss_giou_3: 0.3055 loss_ce_4: 0.2053 loss_bbox_4: 0.159 loss_giou_4: 0.2967 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:48] d2.utils.events INFO: eta: 0:28:40 iter: 443879 total_loss: 4.647 loss_ce: 0.2041 loss_bbox: 0.142 loss_giou: 0.2934 loss_ce_0: 0.4269 loss_bbox_0: 0.2626 loss_giou_0: 0.4783 loss_ce_1: 0.3007 loss_bbox_1: 0.1745 loss_giou_1: 0.3528 loss_ce_2: 0.2547 loss_bbox_2: 0.1598 loss_giou_2: 0.317 loss_ce_3: 0.2153 loss_bbox_3: 0.1503 loss_giou_3: 0.3079 loss_ce_4: 0.21 loss_bbox_4: 0.1468 loss_giou_4: 0.3035 time: 0.2799 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:53] d2.utils.events INFO: eta: 0:28:35 iter: 443899 total_loss: 4.933 loss_ce: 0.2136 loss_bbox: 0.1536 loss_giou: 0.3017 loss_ce_0: 0.4325 loss_bbox_0: 0.271 loss_giou_0: 0.4672 loss_ce_1: 0.331 loss_bbox_1: 0.1802 loss_giou_1: 0.3462 loss_ce_2: 0.2721 loss_bbox_2: 0.1656 loss_giou_2: 0.3234 loss_ce_3: 0.2435 loss_bbox_3: 0.1593 loss_giou_3: 0.3085 loss_ce_4: 0.2242 loss_bbox_4: 0.1528 loss_giou_4: 0.3022 time: 0.2799 data_time: 0.0269 lr: 2.5e-07 max_mem: 5427M [11/04 01:28:59] d2.utils.events INFO: eta: 0:28:30 iter: 443919 total_loss: 4.917 loss_ce: 0.2058 loss_bbox: 0.1652 loss_giou: 0.3077 loss_ce_0: 0.4462 loss_bbox_0: 0.2669 loss_giou_0: 0.4756 loss_ce_1: 0.3399 loss_bbox_1: 0.1923 loss_giou_1: 0.3528 loss_ce_2: 0.2564 loss_bbox_2: 0.1748 loss_giou_2: 0.326 loss_ce_3: 0.2266 loss_bbox_3: 0.1671 loss_giou_3: 0.3171 loss_ce_4: 0.2172 loss_bbox_4: 0.1653 loss_giou_4: 0.307 time: 0.2799 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:05] d2.utils.events INFO: eta: 0:28:23 iter: 443939 total_loss: 4.636 loss_ce: 0.1889 loss_bbox: 0.1473 loss_giou: 0.2899 loss_ce_0: 0.4317 loss_bbox_0: 0.2632 loss_giou_0: 0.4534 loss_ce_1: 0.3072 loss_bbox_1: 0.178 loss_giou_1: 0.3303 loss_ce_2: 0.2451 loss_bbox_2: 0.1622 loss_giou_2: 0.3096 loss_ce_3: 0.213 loss_bbox_3: 0.1551 loss_giou_3: 0.3012 loss_ce_4: 0.2008 loss_bbox_4: 0.1514 loss_giou_4: 0.2933 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:10] d2.utils.events INFO: eta: 0:28:17 iter: 443959 total_loss: 4.728 loss_ce: 0.1955 loss_bbox: 0.145 loss_giou: 0.2897 loss_ce_0: 0.4314 loss_bbox_0: 0.2592 loss_giou_0: 0.4647 loss_ce_1: 0.3044 loss_bbox_1: 0.173 loss_giou_1: 0.3432 loss_ce_2: 0.2493 loss_bbox_2: 0.1544 loss_giou_2: 0.3144 loss_ce_3: 0.2196 loss_bbox_3: 0.1519 loss_giou_3: 0.2991 loss_ce_4: 0.2062 loss_bbox_4: 0.1457 loss_giou_4: 0.2967 time: 0.2799 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:16] d2.utils.events INFO: eta: 0:28:11 iter: 443979 total_loss: 4.659 loss_ce: 0.1953 loss_bbox: 0.1538 loss_giou: 0.3018 loss_ce_0: 0.4217 loss_bbox_0: 0.2628 loss_giou_0: 0.4519 loss_ce_1: 0.3065 loss_bbox_1: 0.184 loss_giou_1: 0.3328 loss_ce_2: 0.2485 loss_bbox_2: 0.1671 loss_giou_2: 0.3227 loss_ce_3: 0.2099 loss_bbox_3: 0.1609 loss_giou_3: 0.3141 loss_ce_4: 0.1942 loss_bbox_4: 0.1562 loss_giou_4: 0.3047 time: 0.2799 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:22] d2.utils.events INFO: eta: 0:28:05 iter: 443999 total_loss: 4.702 loss_ce: 0.2048 loss_bbox: 0.1473 loss_giou: 0.2958 loss_ce_0: 0.4144 loss_bbox_0: 0.2672 loss_giou_0: 0.5035 loss_ce_1: 0.3112 loss_bbox_1: 0.183 loss_giou_1: 0.3552 loss_ce_2: 0.2602 loss_bbox_2: 0.1599 loss_giou_2: 0.3199 loss_ce_3: 0.2293 loss_bbox_3: 0.157 loss_giou_3: 0.3095 loss_ce_4: 0.2166 loss_bbox_4: 0.1523 loss_giou_4: 0.3038 time: 0.2799 data_time: 0.0251 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:27] d2.utils.events INFO: eta: 0:27:59 iter: 444019 total_loss: 4.647 loss_ce: 0.2024 loss_bbox: 0.1546 loss_giou: 0.2894 loss_ce_0: 0.4169 loss_bbox_0: 0.2736 loss_giou_0: 0.4518 loss_ce_1: 0.326 loss_bbox_1: 0.1896 loss_giou_1: 0.3305 loss_ce_2: 0.2531 loss_bbox_2: 0.1726 loss_giou_2: 0.3061 loss_ce_3: 0.2242 loss_bbox_3: 0.1596 loss_giou_3: 0.2967 loss_ce_4: 0.1992 loss_bbox_4: 0.1557 loss_giou_4: 0.2903 time: 0.2799 data_time: 0.0324 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:33] d2.utils.events INFO: eta: 0:27:54 iter: 444039 total_loss: 4.582 loss_ce: 0.1975 loss_bbox: 0.1531 loss_giou: 0.2889 loss_ce_0: 0.4271 loss_bbox_0: 0.2613 loss_giou_0: 0.4516 loss_ce_1: 0.3107 loss_bbox_1: 0.1837 loss_giou_1: 0.3281 loss_ce_2: 0.2493 loss_bbox_2: 0.1643 loss_giou_2: 0.3068 loss_ce_3: 0.226 loss_bbox_3: 0.1568 loss_giou_3: 0.2956 loss_ce_4: 0.2074 loss_bbox_4: 0.1575 loss_giou_4: 0.2924 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:39] d2.utils.events INFO: eta: 0:27:49 iter: 444059 total_loss: 4.849 loss_ce: 0.2187 loss_bbox: 0.1576 loss_giou: 0.3097 loss_ce_0: 0.4387 loss_bbox_0: 0.2755 loss_giou_0: 0.4732 loss_ce_1: 0.3229 loss_bbox_1: 0.1862 loss_giou_1: 0.3523 loss_ce_2: 0.2644 loss_bbox_2: 0.1691 loss_giou_2: 0.3317 loss_ce_3: 0.2348 loss_bbox_3: 0.1637 loss_giou_3: 0.3193 loss_ce_4: 0.2156 loss_bbox_4: 0.1592 loss_giou_4: 0.3115 time: 0.2799 data_time: 0.0209 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:45] d2.utils.events INFO: eta: 0:27:43 iter: 444079 total_loss: 4.913 loss_ce: 0.2075 loss_bbox: 0.1571 loss_giou: 0.3058 loss_ce_0: 0.4323 loss_bbox_0: 0.2602 loss_giou_0: 0.4723 loss_ce_1: 0.3236 loss_bbox_1: 0.1899 loss_giou_1: 0.3594 loss_ce_2: 0.274 loss_bbox_2: 0.1702 loss_giou_2: 0.3287 loss_ce_3: 0.2281 loss_bbox_3: 0.1626 loss_giou_3: 0.3192 loss_ce_4: 0.2101 loss_bbox_4: 0.1605 loss_giou_4: 0.311 time: 0.2799 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:50] d2.utils.events INFO: eta: 0:27:38 iter: 444099 total_loss: 4.719 loss_ce: 0.1882 loss_bbox: 0.1479 loss_giou: 0.2942 loss_ce_0: 0.4203 loss_bbox_0: 0.2526 loss_giou_0: 0.4653 loss_ce_1: 0.294 loss_bbox_1: 0.1738 loss_giou_1: 0.3429 loss_ce_2: 0.2342 loss_bbox_2: 0.1612 loss_giou_2: 0.3141 loss_ce_3: 0.2086 loss_bbox_3: 0.1546 loss_giou_3: 0.3062 loss_ce_4: 0.1904 loss_bbox_4: 0.1516 loss_giou_4: 0.3032 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 01:29:56] d2.utils.events INFO: eta: 0:27:32 iter: 444119 total_loss: 4.452 loss_ce: 0.1874 loss_bbox: 0.1522 loss_giou: 0.2762 loss_ce_0: 0.4042 loss_bbox_0: 0.2516 loss_giou_0: 0.4139 loss_ce_1: 0.298 loss_bbox_1: 0.1733 loss_giou_1: 0.3157 loss_ce_2: 0.2377 loss_bbox_2: 0.1652 loss_giou_2: 0.2889 loss_ce_3: 0.2046 loss_bbox_3: 0.1581 loss_giou_3: 0.2816 loss_ce_4: 0.1889 loss_bbox_4: 0.154 loss_giou_4: 0.2787 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:02] d2.utils.events INFO: eta: 0:27:26 iter: 444139 total_loss: 4.136 loss_ce: 0.1825 loss_bbox: 0.1463 loss_giou: 0.2425 loss_ce_0: 0.3999 loss_bbox_0: 0.249 loss_giou_0: 0.4036 loss_ce_1: 0.2842 loss_bbox_1: 0.1773 loss_giou_1: 0.2905 loss_ce_2: 0.215 loss_bbox_2: 0.1608 loss_giou_2: 0.2611 loss_ce_3: 0.1924 loss_bbox_3: 0.149 loss_giou_3: 0.2521 loss_ce_4: 0.1911 loss_bbox_4: 0.1493 loss_giou_4: 0.2503 time: 0.2799 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:07] d2.utils.events INFO: eta: 0:27:20 iter: 444159 total_loss: 4.857 loss_ce: 0.2025 loss_bbox: 0.1701 loss_giou: 0.2986 loss_ce_0: 0.4136 loss_bbox_0: 0.2771 loss_giou_0: 0.458 loss_ce_1: 0.3173 loss_bbox_1: 0.193 loss_giou_1: 0.3429 loss_ce_2: 0.2519 loss_bbox_2: 0.1789 loss_giou_2: 0.319 loss_ce_3: 0.221 loss_bbox_3: 0.1737 loss_giou_3: 0.3141 loss_ce_4: 0.205 loss_bbox_4: 0.173 loss_giou_4: 0.3062 time: 0.2799 data_time: 0.0208 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:13] d2.utils.events INFO: eta: 0:27:15 iter: 444179 total_loss: 4.69 loss_ce: 0.1936 loss_bbox: 0.1524 loss_giou: 0.2811 loss_ce_0: 0.429 loss_bbox_0: 0.2663 loss_giou_0: 0.446 loss_ce_1: 0.3026 loss_bbox_1: 0.188 loss_giou_1: 0.3322 loss_ce_2: 0.2487 loss_bbox_2: 0.1665 loss_giou_2: 0.3044 loss_ce_3: 0.2046 loss_bbox_3: 0.1602 loss_giou_3: 0.2918 loss_ce_4: 0.2007 loss_bbox_4: 0.1577 loss_giou_4: 0.2851 time: 0.2799 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:19] d2.utils.events INFO: eta: 0:27:10 iter: 444199 total_loss: 4.542 loss_ce: 0.1853 loss_bbox: 0.1576 loss_giou: 0.2849 loss_ce_0: 0.408 loss_bbox_0: 0.2668 loss_giou_0: 0.4457 loss_ce_1: 0.3007 loss_bbox_1: 0.1847 loss_giou_1: 0.321 loss_ce_2: 0.2374 loss_bbox_2: 0.1703 loss_giou_2: 0.3055 loss_ce_3: 0.1888 loss_bbox_3: 0.1623 loss_giou_3: 0.2945 loss_ce_4: 0.1818 loss_bbox_4: 0.158 loss_giou_4: 0.2914 time: 0.2799 data_time: 0.0206 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:25] d2.utils.events INFO: eta: 0:27:04 iter: 444219 total_loss: 4.915 loss_ce: 0.2082 loss_bbox: 0.1418 loss_giou: 0.315 loss_ce_0: 0.4302 loss_bbox_0: 0.2544 loss_giou_0: 0.4813 loss_ce_1: 0.3129 loss_bbox_1: 0.1734 loss_giou_1: 0.36 loss_ce_2: 0.2554 loss_bbox_2: 0.1528 loss_giou_2: 0.3386 loss_ce_3: 0.2229 loss_bbox_3: 0.1473 loss_giou_3: 0.3264 loss_ce_4: 0.2118 loss_bbox_4: 0.1456 loss_giou_4: 0.3226 time: 0.2799 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:30] d2.utils.events INFO: eta: 0:26:58 iter: 444239 total_loss: 5.125 loss_ce: 0.2173 loss_bbox: 0.1728 loss_giou: 0.3278 loss_ce_0: 0.4552 loss_bbox_0: 0.2818 loss_giou_0: 0.4895 loss_ce_1: 0.3464 loss_bbox_1: 0.1995 loss_giou_1: 0.3648 loss_ce_2: 0.285 loss_bbox_2: 0.1815 loss_giou_2: 0.3509 loss_ce_3: 0.2415 loss_bbox_3: 0.1783 loss_giou_3: 0.3364 loss_ce_4: 0.2232 loss_bbox_4: 0.174 loss_giou_4: 0.33 time: 0.2799 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:36] d2.utils.events INFO: eta: 0:26:53 iter: 444259 total_loss: 4.751 loss_ce: 0.2181 loss_bbox: 0.1477 loss_giou: 0.2987 loss_ce_0: 0.4372 loss_bbox_0: 0.2545 loss_giou_0: 0.4655 loss_ce_1: 0.3158 loss_bbox_1: 0.1861 loss_giou_1: 0.3407 loss_ce_2: 0.2576 loss_bbox_2: 0.1582 loss_giou_2: 0.3233 loss_ce_3: 0.2332 loss_bbox_3: 0.1557 loss_giou_3: 0.3087 loss_ce_4: 0.2208 loss_bbox_4: 0.1498 loss_giou_4: 0.3014 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:42] d2.utils.events INFO: eta: 0:26:47 iter: 444279 total_loss: 4.514 loss_ce: 0.1984 loss_bbox: 0.1466 loss_giou: 0.2829 loss_ce_0: 0.4222 loss_bbox_0: 0.2609 loss_giou_0: 0.4467 loss_ce_1: 0.3136 loss_bbox_1: 0.1765 loss_giou_1: 0.3238 loss_ce_2: 0.2543 loss_bbox_2: 0.1614 loss_giou_2: 0.3049 loss_ce_3: 0.2147 loss_bbox_3: 0.1542 loss_giou_3: 0.2919 loss_ce_4: 0.198 loss_bbox_4: 0.1498 loss_giou_4: 0.2797 time: 0.2799 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:47] d2.utils.events INFO: eta: 0:26:42 iter: 444299 total_loss: 4.715 loss_ce: 0.1907 loss_bbox: 0.1704 loss_giou: 0.2877 loss_ce_0: 0.4211 loss_bbox_0: 0.2671 loss_giou_0: 0.4481 loss_ce_1: 0.3144 loss_bbox_1: 0.1914 loss_giou_1: 0.3226 loss_ce_2: 0.2503 loss_bbox_2: 0.1805 loss_giou_2: 0.3082 loss_ce_3: 0.2099 loss_bbox_3: 0.1759 loss_giou_3: 0.2948 loss_ce_4: 0.201 loss_bbox_4: 0.171 loss_giou_4: 0.2914 time: 0.2799 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:53] d2.utils.events INFO: eta: 0:26:36 iter: 444319 total_loss: 4.575 loss_ce: 0.1991 loss_bbox: 0.1552 loss_giou: 0.2809 loss_ce_0: 0.4005 loss_bbox_0: 0.2649 loss_giou_0: 0.46 loss_ce_1: 0.3011 loss_bbox_1: 0.185 loss_giou_1: 0.3321 loss_ce_2: 0.2342 loss_bbox_2: 0.1695 loss_giou_2: 0.3054 loss_ce_3: 0.2097 loss_bbox_3: 0.1589 loss_giou_3: 0.2935 loss_ce_4: 0.1997 loss_bbox_4: 0.1574 loss_giou_4: 0.2869 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 01:30:59] d2.utils.events INFO: eta: 0:26:31 iter: 444339 total_loss: 4.734 loss_ce: 0.1918 loss_bbox: 0.1501 loss_giou: 0.3016 loss_ce_0: 0.4224 loss_bbox_0: 0.2583 loss_giou_0: 0.4793 loss_ce_1: 0.309 loss_bbox_1: 0.1779 loss_giou_1: 0.355 loss_ce_2: 0.2555 loss_bbox_2: 0.1688 loss_giou_2: 0.3142 loss_ce_3: 0.2092 loss_bbox_3: 0.1567 loss_giou_3: 0.3097 loss_ce_4: 0.1921 loss_bbox_4: 0.1581 loss_giou_4: 0.3077 time: 0.2799 data_time: 0.0308 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:04] d2.utils.events INFO: eta: 0:26:25 iter: 444359 total_loss: 4.808 loss_ce: 0.2152 loss_bbox: 0.152 loss_giou: 0.2979 loss_ce_0: 0.4097 loss_bbox_0: 0.2676 loss_giou_0: 0.4567 loss_ce_1: 0.307 loss_bbox_1: 0.183 loss_giou_1: 0.3391 loss_ce_2: 0.2507 loss_bbox_2: 0.1639 loss_giou_2: 0.3225 loss_ce_3: 0.219 loss_bbox_3: 0.1585 loss_giou_3: 0.3095 loss_ce_4: 0.2076 loss_bbox_4: 0.1576 loss_giou_4: 0.3016 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:10] d2.utils.events INFO: eta: 0:26:20 iter: 444379 total_loss: 5.01 loss_ce: 0.2044 loss_bbox: 0.1497 loss_giou: 0.3413 loss_ce_0: 0.4242 loss_bbox_0: 0.2466 loss_giou_0: 0.5153 loss_ce_1: 0.3122 loss_bbox_1: 0.176 loss_giou_1: 0.385 loss_ce_2: 0.2498 loss_bbox_2: 0.1644 loss_giou_2: 0.3643 loss_ce_3: 0.2201 loss_bbox_3: 0.1541 loss_giou_3: 0.3526 loss_ce_4: 0.2041 loss_bbox_4: 0.1522 loss_giou_4: 0.3462 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:16] d2.utils.events INFO: eta: 0:26:14 iter: 444399 total_loss: 4.69 loss_ce: 0.196 loss_bbox: 0.155 loss_giou: 0.3025 loss_ce_0: 0.4215 loss_bbox_0: 0.2634 loss_giou_0: 0.4658 loss_ce_1: 0.2994 loss_bbox_1: 0.1816 loss_giou_1: 0.354 loss_ce_2: 0.2541 loss_bbox_2: 0.1694 loss_giou_2: 0.3248 loss_ce_3: 0.2126 loss_bbox_3: 0.1603 loss_giou_3: 0.3165 loss_ce_4: 0.1943 loss_bbox_4: 0.1566 loss_giou_4: 0.3059 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:22] d2.utils.events INFO: eta: 0:26:08 iter: 444419 total_loss: 4.637 loss_ce: 0.1955 loss_bbox: 0.153 loss_giou: 0.2928 loss_ce_0: 0.4071 loss_bbox_0: 0.2514 loss_giou_0: 0.4499 loss_ce_1: 0.2905 loss_bbox_1: 0.1814 loss_giou_1: 0.3337 loss_ce_2: 0.2319 loss_bbox_2: 0.1645 loss_giou_2: 0.3055 loss_ce_3: 0.2053 loss_bbox_3: 0.1566 loss_giou_3: 0.3016 loss_ce_4: 0.1963 loss_bbox_4: 0.1547 loss_giou_4: 0.2966 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:27] d2.utils.events INFO: eta: 0:26:02 iter: 444439 total_loss: 4.782 loss_ce: 0.1959 loss_bbox: 0.1687 loss_giou: 0.3028 loss_ce_0: 0.4112 loss_bbox_0: 0.2598 loss_giou_0: 0.4455 loss_ce_1: 0.3076 loss_bbox_1: 0.1923 loss_giou_1: 0.3484 loss_ce_2: 0.2597 loss_bbox_2: 0.1812 loss_giou_2: 0.3211 loss_ce_3: 0.2198 loss_bbox_3: 0.1743 loss_giou_3: 0.3102 loss_ce_4: 0.2051 loss_bbox_4: 0.171 loss_giou_4: 0.3048 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:33] d2.utils.events INFO: eta: 0:25:57 iter: 444459 total_loss: 4.913 loss_ce: 0.2058 loss_bbox: 0.1543 loss_giou: 0.3218 loss_ce_0: 0.4349 loss_bbox_0: 0.2606 loss_giou_0: 0.4885 loss_ce_1: 0.3134 loss_bbox_1: 0.1799 loss_giou_1: 0.3588 loss_ce_2: 0.2535 loss_bbox_2: 0.164 loss_giou_2: 0.3291 loss_ce_3: 0.2223 loss_bbox_3: 0.1598 loss_giou_3: 0.3249 loss_ce_4: 0.2079 loss_bbox_4: 0.1558 loss_giou_4: 0.3246 time: 0.2799 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:39] d2.utils.events INFO: eta: 0:25:51 iter: 444479 total_loss: 4.463 loss_ce: 0.1895 loss_bbox: 0.1416 loss_giou: 0.2778 loss_ce_0: 0.3941 loss_bbox_0: 0.2398 loss_giou_0: 0.4418 loss_ce_1: 0.2911 loss_bbox_1: 0.1696 loss_giou_1: 0.3269 loss_ce_2: 0.2346 loss_bbox_2: 0.1559 loss_giou_2: 0.2992 loss_ce_3: 0.2 loss_bbox_3: 0.145 loss_giou_3: 0.2907 loss_ce_4: 0.1911 loss_bbox_4: 0.1422 loss_giou_4: 0.2836 time: 0.2799 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:45] d2.utils.events INFO: eta: 0:25:45 iter: 444499 total_loss: 4.725 loss_ce: 0.2038 loss_bbox: 0.1633 loss_giou: 0.3 loss_ce_0: 0.4126 loss_bbox_0: 0.2705 loss_giou_0: 0.4604 loss_ce_1: 0.2929 loss_bbox_1: 0.1908 loss_giou_1: 0.337 loss_ce_2: 0.245 loss_bbox_2: 0.1748 loss_giou_2: 0.3141 loss_ce_3: 0.2153 loss_bbox_3: 0.1698 loss_giou_3: 0.3095 loss_ce_4: 0.2093 loss_bbox_4: 0.1692 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0198 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:50] d2.utils.events INFO: eta: 0:25:40 iter: 444519 total_loss: 5.089 loss_ce: 0.2066 loss_bbox: 0.1691 loss_giou: 0.3367 loss_ce_0: 0.4261 loss_bbox_0: 0.2743 loss_giou_0: 0.5237 loss_ce_1: 0.3165 loss_bbox_1: 0.1964 loss_giou_1: 0.3888 loss_ce_2: 0.2452 loss_bbox_2: 0.1838 loss_giou_2: 0.365 loss_ce_3: 0.2189 loss_bbox_3: 0.1782 loss_giou_3: 0.3507 loss_ce_4: 0.2104 loss_bbox_4: 0.1726 loss_giou_4: 0.3439 time: 0.2799 data_time: 0.0203 lr: 2.5e-07 max_mem: 5427M [11/04 01:31:56] d2.utils.events INFO: eta: 0:25:34 iter: 444539 total_loss: 4.457 loss_ce: 0.1807 loss_bbox: 0.1459 loss_giou: 0.2864 loss_ce_0: 0.4071 loss_bbox_0: 0.2501 loss_giou_0: 0.4439 loss_ce_1: 0.2916 loss_bbox_1: 0.1786 loss_giou_1: 0.3259 loss_ce_2: 0.2269 loss_bbox_2: 0.1626 loss_giou_2: 0.3043 loss_ce_3: 0.1974 loss_bbox_3: 0.1542 loss_giou_3: 0.3001 loss_ce_4: 0.1799 loss_bbox_4: 0.1543 loss_giou_4: 0.2884 time: 0.2799 data_time: 0.0232 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:02] d2.utils.events INFO: eta: 0:25:29 iter: 444559 total_loss: 4.836 loss_ce: 0.1974 loss_bbox: 0.1381 loss_giou: 0.2986 loss_ce_0: 0.4136 loss_bbox_0: 0.2518 loss_giou_0: 0.4923 loss_ce_1: 0.3094 loss_bbox_1: 0.1701 loss_giou_1: 0.3399 loss_ce_2: 0.2488 loss_bbox_2: 0.1531 loss_giou_2: 0.3178 loss_ce_3: 0.2166 loss_bbox_3: 0.1487 loss_giou_3: 0.3056 loss_ce_4: 0.1998 loss_bbox_4: 0.1428 loss_giou_4: 0.3054 time: 0.2799 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:08] d2.utils.events INFO: eta: 0:25:24 iter: 444579 total_loss: 4.692 loss_ce: 0.2054 loss_bbox: 0.1545 loss_giou: 0.2825 loss_ce_0: 0.4309 loss_bbox_0: 0.2626 loss_giou_0: 0.4471 loss_ce_1: 0.3135 loss_bbox_1: 0.1815 loss_giou_1: 0.329 loss_ce_2: 0.2518 loss_bbox_2: 0.1671 loss_giou_2: 0.3071 loss_ce_3: 0.2225 loss_bbox_3: 0.1635 loss_giou_3: 0.2956 loss_ce_4: 0.2064 loss_bbox_4: 0.1599 loss_giou_4: 0.2856 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:13] d2.utils.events INFO: eta: 0:25:18 iter: 444599 total_loss: 4.514 loss_ce: 0.1901 loss_bbox: 0.1462 loss_giou: 0.3058 loss_ce_0: 0.4181 loss_bbox_0: 0.2508 loss_giou_0: 0.4802 loss_ce_1: 0.301 loss_bbox_1: 0.1703 loss_giou_1: 0.354 loss_ce_2: 0.2508 loss_bbox_2: 0.1512 loss_giou_2: 0.3206 loss_ce_3: 0.2065 loss_bbox_3: 0.1466 loss_giou_3: 0.3152 loss_ce_4: 0.1916 loss_bbox_4: 0.1455 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:19] d2.utils.events INFO: eta: 0:25:12 iter: 444619 total_loss: 5.048 loss_ce: 0.2279 loss_bbox: 0.1538 loss_giou: 0.3152 loss_ce_0: 0.4455 loss_bbox_0: 0.2612 loss_giou_0: 0.5048 loss_ce_1: 0.3324 loss_bbox_1: 0.186 loss_giou_1: 0.3757 loss_ce_2: 0.2766 loss_bbox_2: 0.1711 loss_giou_2: 0.348 loss_ce_3: 0.2477 loss_bbox_3: 0.1598 loss_giou_3: 0.3298 loss_ce_4: 0.2305 loss_bbox_4: 0.1543 loss_giou_4: 0.3206 time: 0.2799 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:25] d2.utils.events INFO: eta: 0:25:07 iter: 444639 total_loss: 4.628 loss_ce: 0.1838 loss_bbox: 0.1464 loss_giou: 0.2986 loss_ce_0: 0.4283 loss_bbox_0: 0.246 loss_giou_0: 0.4558 loss_ce_1: 0.3188 loss_bbox_1: 0.169 loss_giou_1: 0.3372 loss_ce_2: 0.2468 loss_bbox_2: 0.1582 loss_giou_2: 0.3116 loss_ce_3: 0.2109 loss_bbox_3: 0.1539 loss_giou_3: 0.3039 loss_ce_4: 0.1884 loss_bbox_4: 0.1538 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:30] d2.utils.events INFO: eta: 0:25:01 iter: 444659 total_loss: 4.835 loss_ce: 0.2227 loss_bbox: 0.1556 loss_giou: 0.2885 loss_ce_0: 0.4335 loss_bbox_0: 0.2609 loss_giou_0: 0.4494 loss_ce_1: 0.3204 loss_bbox_1: 0.1808 loss_giou_1: 0.3307 loss_ce_2: 0.2717 loss_bbox_2: 0.1616 loss_giou_2: 0.3036 loss_ce_3: 0.2331 loss_bbox_3: 0.1579 loss_giou_3: 0.2972 loss_ce_4: 0.2209 loss_bbox_4: 0.1583 loss_giou_4: 0.2939 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:36] d2.utils.events INFO: eta: 0:24:55 iter: 444679 total_loss: 4.691 loss_ce: 0.1967 loss_bbox: 0.1387 loss_giou: 0.3078 loss_ce_0: 0.4374 loss_bbox_0: 0.2675 loss_giou_0: 0.4862 loss_ce_1: 0.3176 loss_bbox_1: 0.1696 loss_giou_1: 0.3543 loss_ce_2: 0.2519 loss_bbox_2: 0.1511 loss_giou_2: 0.3307 loss_ce_3: 0.2226 loss_bbox_3: 0.1508 loss_giou_3: 0.3178 loss_ce_4: 0.2035 loss_bbox_4: 0.1427 loss_giou_4: 0.3112 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:42] d2.utils.events INFO: eta: 0:24:50 iter: 444699 total_loss: 4.59 loss_ce: 0.1861 loss_bbox: 0.148 loss_giou: 0.2975 loss_ce_0: 0.422 loss_bbox_0: 0.2556 loss_giou_0: 0.4599 loss_ce_1: 0.3067 loss_bbox_1: 0.1849 loss_giou_1: 0.3305 loss_ce_2: 0.2403 loss_bbox_2: 0.1674 loss_giou_2: 0.3159 loss_ce_3: 0.2099 loss_bbox_3: 0.1612 loss_giou_3: 0.3031 loss_ce_4: 0.1921 loss_bbox_4: 0.1545 loss_giou_4: 0.2999 time: 0.2799 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:47] d2.utils.events INFO: eta: 0:24:44 iter: 444719 total_loss: 4.554 loss_ce: 0.1996 loss_bbox: 0.1594 loss_giou: 0.2814 loss_ce_0: 0.4189 loss_bbox_0: 0.2656 loss_giou_0: 0.42 loss_ce_1: 0.3109 loss_bbox_1: 0.1837 loss_giou_1: 0.3247 loss_ce_2: 0.2478 loss_bbox_2: 0.1676 loss_giou_2: 0.3006 loss_ce_3: 0.2243 loss_bbox_3: 0.1613 loss_giou_3: 0.2933 loss_ce_4: 0.2057 loss_bbox_4: 0.1601 loss_giou_4: 0.2872 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:53] d2.utils.events INFO: eta: 0:24:38 iter: 444739 total_loss: 4.73 loss_ce: 0.1858 loss_bbox: 0.1586 loss_giou: 0.2966 loss_ce_0: 0.4216 loss_bbox_0: 0.2649 loss_giou_0: 0.434 loss_ce_1: 0.3021 loss_bbox_1: 0.1816 loss_giou_1: 0.3381 loss_ce_2: 0.234 loss_bbox_2: 0.1662 loss_giou_2: 0.3137 loss_ce_3: 0.1975 loss_bbox_3: 0.1664 loss_giou_3: 0.3028 loss_ce_4: 0.186 loss_bbox_4: 0.1608 loss_giou_4: 0.3022 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 01:32:59] d2.utils.events INFO: eta: 0:24:32 iter: 444759 total_loss: 4.524 loss_ce: 0.1969 loss_bbox: 0.1499 loss_giou: 0.2926 loss_ce_0: 0.4166 loss_bbox_0: 0.2554 loss_giou_0: 0.4423 loss_ce_1: 0.301 loss_bbox_1: 0.1692 loss_giou_1: 0.3324 loss_ce_2: 0.2374 loss_bbox_2: 0.1571 loss_giou_2: 0.3068 loss_ce_3: 0.2073 loss_bbox_3: 0.1528 loss_giou_3: 0.3 loss_ce_4: 0.1979 loss_bbox_4: 0.1522 loss_giou_4: 0.2979 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:04] d2.utils.events INFO: eta: 0:24:26 iter: 444779 total_loss: 4.914 loss_ce: 0.2053 loss_bbox: 0.1577 loss_giou: 0.3296 loss_ce_0: 0.4355 loss_bbox_0: 0.2651 loss_giou_0: 0.4952 loss_ce_1: 0.3289 loss_bbox_1: 0.1816 loss_giou_1: 0.3732 loss_ce_2: 0.2636 loss_bbox_2: 0.168 loss_giou_2: 0.3481 loss_ce_3: 0.2293 loss_bbox_3: 0.1586 loss_giou_3: 0.3418 loss_ce_4: 0.207 loss_bbox_4: 0.16 loss_giou_4: 0.3402 time: 0.2799 data_time: 0.0223 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:10] d2.utils.events INFO: eta: 0:24:21 iter: 444799 total_loss: 4.757 loss_ce: 0.21 loss_bbox: 0.1464 loss_giou: 0.2966 loss_ce_0: 0.433 loss_bbox_0: 0.2587 loss_giou_0: 0.4685 loss_ce_1: 0.3114 loss_bbox_1: 0.1754 loss_giou_1: 0.3432 loss_ce_2: 0.2559 loss_bbox_2: 0.1601 loss_giou_2: 0.3148 loss_ce_3: 0.2207 loss_bbox_3: 0.1528 loss_giou_3: 0.3026 loss_ce_4: 0.2155 loss_bbox_4: 0.1487 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:16] d2.utils.events INFO: eta: 0:24:15 iter: 444819 total_loss: 4.77 loss_ce: 0.2041 loss_bbox: 0.1602 loss_giou: 0.2886 loss_ce_0: 0.4251 loss_bbox_0: 0.2696 loss_giou_0: 0.4552 loss_ce_1: 0.3021 loss_bbox_1: 0.1883 loss_giou_1: 0.33 loss_ce_2: 0.2495 loss_bbox_2: 0.1677 loss_giou_2: 0.3096 loss_ce_3: 0.2199 loss_bbox_3: 0.1675 loss_giou_3: 0.2974 loss_ce_4: 0.2153 loss_bbox_4: 0.163 loss_giou_4: 0.2923 time: 0.2799 data_time: 0.0236 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:21] d2.utils.events INFO: eta: 0:24:09 iter: 444839 total_loss: 4.485 loss_ce: 0.1744 loss_bbox: 0.1428 loss_giou: 0.283 loss_ce_0: 0.4103 loss_bbox_0: 0.2453 loss_giou_0: 0.4325 loss_ce_1: 0.2847 loss_bbox_1: 0.171 loss_giou_1: 0.3258 loss_ce_2: 0.232 loss_bbox_2: 0.152 loss_giou_2: 0.302 loss_ce_3: 0.1934 loss_bbox_3: 0.1479 loss_giou_3: 0.2938 loss_ce_4: 0.1772 loss_bbox_4: 0.1455 loss_giou_4: 0.2896 time: 0.2799 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:27] d2.utils.events INFO: eta: 0:24:03 iter: 444859 total_loss: 4.72 loss_ce: 0.1939 loss_bbox: 0.1456 loss_giou: 0.282 loss_ce_0: 0.4355 loss_bbox_0: 0.2579 loss_giou_0: 0.4512 loss_ce_1: 0.3095 loss_bbox_1: 0.1734 loss_giou_1: 0.3286 loss_ce_2: 0.2462 loss_bbox_2: 0.1532 loss_giou_2: 0.302 loss_ce_3: 0.2271 loss_bbox_3: 0.1503 loss_giou_3: 0.2912 loss_ce_4: 0.2069 loss_bbox_4: 0.1485 loss_giou_4: 0.2865 time: 0.2799 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:33] d2.utils.events INFO: eta: 0:23:57 iter: 444879 total_loss: 4.6 loss_ce: 0.2002 loss_bbox: 0.1556 loss_giou: 0.3012 loss_ce_0: 0.4317 loss_bbox_0: 0.2475 loss_giou_0: 0.4618 loss_ce_1: 0.308 loss_bbox_1: 0.1755 loss_giou_1: 0.3475 loss_ce_2: 0.2462 loss_bbox_2: 0.1635 loss_giou_2: 0.3176 loss_ce_3: 0.2194 loss_bbox_3: 0.1596 loss_giou_3: 0.311 loss_ce_4: 0.1995 loss_bbox_4: 0.1539 loss_giou_4: 0.3054 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:38] d2.utils.events INFO: eta: 0:23:51 iter: 444899 total_loss: 4.781 loss_ce: 0.2 loss_bbox: 0.1459 loss_giou: 0.3157 loss_ce_0: 0.433 loss_bbox_0: 0.2485 loss_giou_0: 0.4783 loss_ce_1: 0.3221 loss_bbox_1: 0.1685 loss_giou_1: 0.3536 loss_ce_2: 0.255 loss_bbox_2: 0.1556 loss_giou_2: 0.3359 loss_ce_3: 0.2194 loss_bbox_3: 0.1459 loss_giou_3: 0.3245 loss_ce_4: 0.2041 loss_bbox_4: 0.1445 loss_giou_4: 0.3201 time: 0.2799 data_time: 0.0213 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:44] d2.utils.events INFO: eta: 0:23:45 iter: 444919 total_loss: 4.979 loss_ce: 0.2148 loss_bbox: 0.164 loss_giou: 0.312 loss_ce_0: 0.4375 loss_bbox_0: 0.2721 loss_giou_0: 0.4971 loss_ce_1: 0.3334 loss_bbox_1: 0.1941 loss_giou_1: 0.3635 loss_ce_2: 0.2713 loss_bbox_2: 0.1806 loss_giou_2: 0.3333 loss_ce_3: 0.2478 loss_bbox_3: 0.1701 loss_giou_3: 0.3194 loss_ce_4: 0.2132 loss_bbox_4: 0.1672 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:50] d2.utils.events INFO: eta: 0:23:40 iter: 444939 total_loss: 4.802 loss_ce: 0.206 loss_bbox: 0.1585 loss_giou: 0.2993 loss_ce_0: 0.4285 loss_bbox_0: 0.2495 loss_giou_0: 0.4613 loss_ce_1: 0.3177 loss_bbox_1: 0.1809 loss_giou_1: 0.3443 loss_ce_2: 0.2571 loss_bbox_2: 0.1669 loss_giou_2: 0.3222 loss_ce_3: 0.2208 loss_bbox_3: 0.1619 loss_giou_3: 0.3103 loss_ce_4: 0.2078 loss_bbox_4: 0.161 loss_giou_4: 0.3038 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:33:55] d2.utils.events INFO: eta: 0:23:34 iter: 444959 total_loss: 4.668 loss_ce: 0.1925 loss_bbox: 0.1485 loss_giou: 0.2978 loss_ce_0: 0.4204 loss_bbox_0: 0.2603 loss_giou_0: 0.4565 loss_ce_1: 0.302 loss_bbox_1: 0.1798 loss_giou_1: 0.3378 loss_ce_2: 0.2417 loss_bbox_2: 0.1633 loss_giou_2: 0.3164 loss_ce_3: 0.2069 loss_bbox_3: 0.1564 loss_giou_3: 0.3089 loss_ce_4: 0.1953 loss_bbox_4: 0.1512 loss_giou_4: 0.3041 time: 0.2799 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:01] d2.utils.events INFO: eta: 0:23:28 iter: 444979 total_loss: 4.859 loss_ce: 0.2214 loss_bbox: 0.1639 loss_giou: 0.3051 loss_ce_0: 0.4261 loss_bbox_0: 0.2714 loss_giou_0: 0.4844 loss_ce_1: 0.3219 loss_bbox_1: 0.1976 loss_giou_1: 0.3584 loss_ce_2: 0.2631 loss_bbox_2: 0.1808 loss_giou_2: 0.328 loss_ce_3: 0.2407 loss_bbox_3: 0.177 loss_giou_3: 0.3161 loss_ce_4: 0.2215 loss_bbox_4: 0.172 loss_giou_4: 0.3128 time: 0.2799 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:07] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0444999.pth [11/04 01:34:09] d2.utils.events INFO: eta: 0:23:23 iter: 444999 total_loss: 4.499 loss_ce: 0.1814 loss_bbox: 0.1451 loss_giou: 0.2898 loss_ce_0: 0.3967 loss_bbox_0: 0.2464 loss_giou_0: 0.4453 loss_ce_1: 0.3024 loss_bbox_1: 0.1707 loss_giou_1: 0.3332 loss_ce_2: 0.2426 loss_bbox_2: 0.1535 loss_giou_2: 0.3098 loss_ce_3: 0.2069 loss_bbox_3: 0.1494 loss_giou_3: 0.3046 loss_ce_4: 0.1879 loss_bbox_4: 0.1474 loss_giou_4: 0.2949 time: 0.2799 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:15] d2.utils.events INFO: eta: 0:23:17 iter: 445019 total_loss: 4.617 loss_ce: 0.1994 loss_bbox: 0.1402 loss_giou: 0.2851 loss_ce_0: 0.4207 loss_bbox_0: 0.2521 loss_giou_0: 0.4547 loss_ce_1: 0.3056 loss_bbox_1: 0.1756 loss_giou_1: 0.3329 loss_ce_2: 0.2386 loss_bbox_2: 0.1575 loss_giou_2: 0.304 loss_ce_3: 0.218 loss_bbox_3: 0.1476 loss_giou_3: 0.2955 loss_ce_4: 0.2036 loss_bbox_4: 0.1421 loss_giou_4: 0.2885 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:20] d2.utils.events INFO: eta: 0:23:11 iter: 445039 total_loss: 4.947 loss_ce: 0.2084 loss_bbox: 0.1673 loss_giou: 0.31 loss_ce_0: 0.4343 loss_bbox_0: 0.2842 loss_giou_0: 0.4616 loss_ce_1: 0.3204 loss_bbox_1: 0.1971 loss_giou_1: 0.3487 loss_ce_2: 0.2623 loss_bbox_2: 0.1823 loss_giou_2: 0.3322 loss_ce_3: 0.2237 loss_bbox_3: 0.1746 loss_giou_3: 0.3226 loss_ce_4: 0.2142 loss_bbox_4: 0.1709 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:26] d2.utils.events INFO: eta: 0:23:05 iter: 445059 total_loss: 4.938 loss_ce: 0.2008 loss_bbox: 0.1574 loss_giou: 0.3052 loss_ce_0: 0.4281 loss_bbox_0: 0.2632 loss_giou_0: 0.4891 loss_ce_1: 0.3182 loss_bbox_1: 0.1853 loss_giou_1: 0.3508 loss_ce_2: 0.2562 loss_bbox_2: 0.1732 loss_giou_2: 0.3256 loss_ce_3: 0.2283 loss_bbox_3: 0.1665 loss_giou_3: 0.3156 loss_ce_4: 0.2101 loss_bbox_4: 0.1587 loss_giou_4: 0.3077 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:32] d2.utils.events INFO: eta: 0:22:59 iter: 445079 total_loss: 4.61 loss_ce: 0.1905 loss_bbox: 0.1434 loss_giou: 0.3043 loss_ce_0: 0.4183 loss_bbox_0: 0.2495 loss_giou_0: 0.4789 loss_ce_1: 0.3084 loss_bbox_1: 0.1754 loss_giou_1: 0.3441 loss_ce_2: 0.2425 loss_bbox_2: 0.1549 loss_giou_2: 0.3156 loss_ce_3: 0.2148 loss_bbox_3: 0.1492 loss_giou_3: 0.3056 loss_ce_4: 0.1915 loss_bbox_4: 0.1456 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:38] d2.utils.events INFO: eta: 0:22:53 iter: 445099 total_loss: 4.703 loss_ce: 0.2011 loss_bbox: 0.1437 loss_giou: 0.3035 loss_ce_0: 0.4234 loss_bbox_0: 0.2457 loss_giou_0: 0.4524 loss_ce_1: 0.3131 loss_bbox_1: 0.1735 loss_giou_1: 0.342 loss_ce_2: 0.2528 loss_bbox_2: 0.1553 loss_giou_2: 0.3195 loss_ce_3: 0.2229 loss_bbox_3: 0.1477 loss_giou_3: 0.316 loss_ce_4: 0.2169 loss_bbox_4: 0.1436 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:43] d2.utils.events INFO: eta: 0:22:48 iter: 445119 total_loss: 4.89 loss_ce: 0.221 loss_bbox: 0.1518 loss_giou: 0.3104 loss_ce_0: 0.4284 loss_bbox_0: 0.2698 loss_giou_0: 0.4744 loss_ce_1: 0.3294 loss_bbox_1: 0.1853 loss_giou_1: 0.3568 loss_ce_2: 0.2661 loss_bbox_2: 0.1724 loss_giou_2: 0.3344 loss_ce_3: 0.2373 loss_bbox_3: 0.1595 loss_giou_3: 0.3206 loss_ce_4: 0.2222 loss_bbox_4: 0.1574 loss_giou_4: 0.3139 time: 0.2799 data_time: 0.0235 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:49] d2.utils.events INFO: eta: 0:22:43 iter: 445139 total_loss: 4.596 loss_ce: 0.1926 loss_bbox: 0.1503 loss_giou: 0.3033 loss_ce_0: 0.4289 loss_bbox_0: 0.255 loss_giou_0: 0.4685 loss_ce_1: 0.3094 loss_bbox_1: 0.1812 loss_giou_1: 0.3452 loss_ce_2: 0.251 loss_bbox_2: 0.1642 loss_giou_2: 0.3267 loss_ce_3: 0.2171 loss_bbox_3: 0.1556 loss_giou_3: 0.3151 loss_ce_4: 0.1986 loss_bbox_4: 0.154 loss_giou_4: 0.3076 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:34:55] d2.utils.events INFO: eta: 0:22:37 iter: 445159 total_loss: 4.608 loss_ce: 0.1845 loss_bbox: 0.1537 loss_giou: 0.2825 loss_ce_0: 0.4094 loss_bbox_0: 0.2648 loss_giou_0: 0.452 loss_ce_1: 0.2983 loss_bbox_1: 0.187 loss_giou_1: 0.3196 loss_ce_2: 0.2424 loss_bbox_2: 0.1684 loss_giou_2: 0.2955 loss_ce_3: 0.2109 loss_bbox_3: 0.1593 loss_giou_3: 0.2908 loss_ce_4: 0.1874 loss_bbox_4: 0.1546 loss_giou_4: 0.2856 time: 0.2799 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:00] d2.utils.events INFO: eta: 0:22:31 iter: 445179 total_loss: 5.015 loss_ce: 0.2211 loss_bbox: 0.1549 loss_giou: 0.3198 loss_ce_0: 0.4262 loss_bbox_0: 0.2663 loss_giou_0: 0.4662 loss_ce_1: 0.3301 loss_bbox_1: 0.1819 loss_giou_1: 0.3532 loss_ce_2: 0.272 loss_bbox_2: 0.1674 loss_giou_2: 0.3281 loss_ce_3: 0.2403 loss_bbox_3: 0.1605 loss_giou_3: 0.3255 loss_ce_4: 0.2244 loss_bbox_4: 0.1581 loss_giou_4: 0.3201 time: 0.2799 data_time: 0.0251 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:06] d2.utils.events INFO: eta: 0:22:25 iter: 445199 total_loss: 4.435 loss_ce: 0.1867 loss_bbox: 0.1512 loss_giou: 0.2772 loss_ce_0: 0.4201 loss_bbox_0: 0.2566 loss_giou_0: 0.4391 loss_ce_1: 0.2972 loss_bbox_1: 0.1804 loss_giou_1: 0.3199 loss_ce_2: 0.2376 loss_bbox_2: 0.1633 loss_giou_2: 0.2905 loss_ce_3: 0.2046 loss_bbox_3: 0.1593 loss_giou_3: 0.2868 loss_ce_4: 0.1886 loss_bbox_4: 0.1574 loss_giou_4: 0.2811 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:12] d2.utils.events INFO: eta: 0:22:20 iter: 445219 total_loss: 4.518 loss_ce: 0.1778 loss_bbox: 0.1487 loss_giou: 0.2819 loss_ce_0: 0.4078 loss_bbox_0: 0.2393 loss_giou_0: 0.4194 loss_ce_1: 0.2995 loss_bbox_1: 0.1725 loss_giou_1: 0.3112 loss_ce_2: 0.2418 loss_bbox_2: 0.155 loss_giou_2: 0.2877 loss_ce_3: 0.1992 loss_bbox_3: 0.1486 loss_giou_3: 0.2797 loss_ce_4: 0.1861 loss_bbox_4: 0.1486 loss_giou_4: 0.2806 time: 0.2799 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:17] d2.utils.events INFO: eta: 0:22:14 iter: 445239 total_loss: 4.338 loss_ce: 0.1686 loss_bbox: 0.1364 loss_giou: 0.2642 loss_ce_0: 0.3842 loss_bbox_0: 0.2348 loss_giou_0: 0.4383 loss_ce_1: 0.2841 loss_bbox_1: 0.1646 loss_giou_1: 0.3052 loss_ce_2: 0.2166 loss_bbox_2: 0.1516 loss_giou_2: 0.2845 loss_ce_3: 0.1791 loss_bbox_3: 0.1452 loss_giou_3: 0.2783 loss_ce_4: 0.1711 loss_bbox_4: 0.1404 loss_giou_4: 0.2714 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:23] d2.utils.events INFO: eta: 0:22:08 iter: 445259 total_loss: 4.984 loss_ce: 0.2292 loss_bbox: 0.165 loss_giou: 0.3152 loss_ce_0: 0.4236 loss_bbox_0: 0.2786 loss_giou_0: 0.4814 loss_ce_1: 0.3209 loss_bbox_1: 0.1947 loss_giou_1: 0.3592 loss_ce_2: 0.2642 loss_bbox_2: 0.1823 loss_giou_2: 0.3406 loss_ce_3: 0.2413 loss_bbox_3: 0.1757 loss_giou_3: 0.3291 loss_ce_4: 0.2281 loss_bbox_4: 0.1685 loss_giou_4: 0.3214 time: 0.2799 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:29] d2.utils.events INFO: eta: 0:22:03 iter: 445279 total_loss: 4.698 loss_ce: 0.2017 loss_bbox: 0.1485 loss_giou: 0.2965 loss_ce_0: 0.4195 loss_bbox_0: 0.2526 loss_giou_0: 0.4592 loss_ce_1: 0.309 loss_bbox_1: 0.1722 loss_giou_1: 0.3455 loss_ce_2: 0.2519 loss_bbox_2: 0.1584 loss_giou_2: 0.3155 loss_ce_3: 0.2189 loss_bbox_3: 0.154 loss_giou_3: 0.3085 loss_ce_4: 0.2044 loss_bbox_4: 0.1513 loss_giou_4: 0.3014 time: 0.2799 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:35] d2.utils.events INFO: eta: 0:21:58 iter: 445299 total_loss: 4.793 loss_ce: 0.202 loss_bbox: 0.1603 loss_giou: 0.2887 loss_ce_0: 0.4176 loss_bbox_0: 0.2664 loss_giou_0: 0.4659 loss_ce_1: 0.3095 loss_bbox_1: 0.184 loss_giou_1: 0.334 loss_ce_2: 0.2485 loss_bbox_2: 0.1671 loss_giou_2: 0.31 loss_ce_3: 0.2236 loss_bbox_3: 0.1622 loss_giou_3: 0.3047 loss_ce_4: 0.2056 loss_bbox_4: 0.1605 loss_giou_4: 0.2938 time: 0.2799 data_time: 0.0225 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:40] d2.utils.events INFO: eta: 0:21:52 iter: 445319 total_loss: 4.799 loss_ce: 0.205 loss_bbox: 0.1516 loss_giou: 0.286 loss_ce_0: 0.4412 loss_bbox_0: 0.262 loss_giou_0: 0.4629 loss_ce_1: 0.329 loss_bbox_1: 0.1708 loss_giou_1: 0.3341 loss_ce_2: 0.252 loss_bbox_2: 0.1575 loss_giou_2: 0.3099 loss_ce_3: 0.2308 loss_bbox_3: 0.1568 loss_giou_3: 0.2955 loss_ce_4: 0.2104 loss_bbox_4: 0.155 loss_giou_4: 0.2912 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:46] d2.utils.events INFO: eta: 0:21:47 iter: 445339 total_loss: 4.807 loss_ce: 0.2009 loss_bbox: 0.1625 loss_giou: 0.2899 loss_ce_0: 0.4212 loss_bbox_0: 0.2693 loss_giou_0: 0.4626 loss_ce_1: 0.316 loss_bbox_1: 0.1858 loss_giou_1: 0.3367 loss_ce_2: 0.2529 loss_bbox_2: 0.1683 loss_giou_2: 0.3062 loss_ce_3: 0.215 loss_bbox_3: 0.1645 loss_giou_3: 0.2952 loss_ce_4: 0.1999 loss_bbox_4: 0.1643 loss_giou_4: 0.2919 time: 0.2799 data_time: 0.0225 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:52] d2.utils.events INFO: eta: 0:21:41 iter: 445359 total_loss: 4.632 loss_ce: 0.1848 loss_bbox: 0.1366 loss_giou: 0.2946 loss_ce_0: 0.4201 loss_bbox_0: 0.243 loss_giou_0: 0.4673 loss_ce_1: 0.2969 loss_bbox_1: 0.1669 loss_giou_1: 0.34 loss_ce_2: 0.2454 loss_bbox_2: 0.1461 loss_giou_2: 0.3149 loss_ce_3: 0.2065 loss_bbox_3: 0.1433 loss_giou_3: 0.3062 loss_ce_4: 0.1889 loss_bbox_4: 0.1411 loss_giou_4: 0.2999 time: 0.2799 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 01:35:57] d2.utils.events INFO: eta: 0:21:35 iter: 445379 total_loss: 4.721 loss_ce: 0.1944 loss_bbox: 0.1465 loss_giou: 0.2849 loss_ce_0: 0.4208 loss_bbox_0: 0.246 loss_giou_0: 0.4591 loss_ce_1: 0.2992 loss_bbox_1: 0.1718 loss_giou_1: 0.3192 loss_ce_2: 0.2531 loss_bbox_2: 0.1547 loss_giou_2: 0.3004 loss_ce_3: 0.2139 loss_bbox_3: 0.1495 loss_giou_3: 0.2933 loss_ce_4: 0.1941 loss_bbox_4: 0.1481 loss_giou_4: 0.2862 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:03] d2.utils.events INFO: eta: 0:21:29 iter: 445399 total_loss: 4.687 loss_ce: 0.2054 loss_bbox: 0.1453 loss_giou: 0.3046 loss_ce_0: 0.4354 loss_bbox_0: 0.2564 loss_giou_0: 0.4479 loss_ce_1: 0.3219 loss_bbox_1: 0.177 loss_giou_1: 0.3379 loss_ce_2: 0.2594 loss_bbox_2: 0.1609 loss_giou_2: 0.3093 loss_ce_3: 0.2256 loss_bbox_3: 0.1546 loss_giou_3: 0.3072 loss_ce_4: 0.208 loss_bbox_4: 0.1505 loss_giou_4: 0.3051 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:09] d2.utils.events INFO: eta: 0:21:23 iter: 445419 total_loss: 4.875 loss_ce: 0.1893 loss_bbox: 0.1507 loss_giou: 0.3053 loss_ce_0: 0.4233 loss_bbox_0: 0.2626 loss_giou_0: 0.4858 loss_ce_1: 0.3071 loss_bbox_1: 0.1745 loss_giou_1: 0.3423 loss_ce_2: 0.2483 loss_bbox_2: 0.1631 loss_giou_2: 0.3228 loss_ce_3: 0.2074 loss_bbox_3: 0.1578 loss_giou_3: 0.3139 loss_ce_4: 0.1989 loss_bbox_4: 0.1543 loss_giou_4: 0.3072 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:14] d2.utils.events INFO: eta: 0:21:18 iter: 445439 total_loss: 4.553 loss_ce: 0.1834 loss_bbox: 0.146 loss_giou: 0.2761 loss_ce_0: 0.4057 loss_bbox_0: 0.253 loss_giou_0: 0.4273 loss_ce_1: 0.2834 loss_bbox_1: 0.1719 loss_giou_1: 0.3124 loss_ce_2: 0.2224 loss_bbox_2: 0.1566 loss_giou_2: 0.2897 loss_ce_3: 0.2054 loss_bbox_3: 0.1555 loss_giou_3: 0.2793 loss_ce_4: 0.1899 loss_bbox_4: 0.1488 loss_giou_4: 0.274 time: 0.2799 data_time: 0.0207 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:20] d2.utils.events INFO: eta: 0:21:12 iter: 445459 total_loss: 4.516 loss_ce: 0.2104 loss_bbox: 0.145 loss_giou: 0.2969 loss_ce_0: 0.4161 loss_bbox_0: 0.2437 loss_giou_0: 0.4841 loss_ce_1: 0.302 loss_bbox_1: 0.1682 loss_giou_1: 0.356 loss_ce_2: 0.2493 loss_bbox_2: 0.1544 loss_giou_2: 0.3278 loss_ce_3: 0.2168 loss_bbox_3: 0.1508 loss_giou_3: 0.3138 loss_ce_4: 0.2101 loss_bbox_4: 0.1461 loss_giou_4: 0.3036 time: 0.2799 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:26] d2.utils.events INFO: eta: 0:21:06 iter: 445479 total_loss: 4.716 loss_ce: 0.2057 loss_bbox: 0.1423 loss_giou: 0.3006 loss_ce_0: 0.4294 loss_bbox_0: 0.2593 loss_giou_0: 0.4639 loss_ce_1: 0.3081 loss_bbox_1: 0.1754 loss_giou_1: 0.3533 loss_ce_2: 0.2483 loss_bbox_2: 0.1538 loss_giou_2: 0.3213 loss_ce_3: 0.2272 loss_bbox_3: 0.1474 loss_giou_3: 0.3099 loss_ce_4: 0.2092 loss_bbox_4: 0.146 loss_giou_4: 0.3044 time: 0.2799 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:32] d2.utils.events INFO: eta: 0:21:00 iter: 445499 total_loss: 4.653 loss_ce: 0.2036 loss_bbox: 0.1533 loss_giou: 0.2892 loss_ce_0: 0.4097 loss_bbox_0: 0.2541 loss_giou_0: 0.4367 loss_ce_1: 0.3058 loss_bbox_1: 0.1815 loss_giou_1: 0.3337 loss_ce_2: 0.2565 loss_bbox_2: 0.1634 loss_giou_2: 0.3065 loss_ce_3: 0.2241 loss_bbox_3: 0.1636 loss_giou_3: 0.2981 loss_ce_4: 0.2067 loss_bbox_4: 0.1561 loss_giou_4: 0.2941 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:37] d2.utils.events INFO: eta: 0:20:55 iter: 445519 total_loss: 4.646 loss_ce: 0.1939 loss_bbox: 0.1602 loss_giou: 0.2836 loss_ce_0: 0.4148 loss_bbox_0: 0.2778 loss_giou_0: 0.4413 loss_ce_1: 0.3049 loss_bbox_1: 0.1869 loss_giou_1: 0.3145 loss_ce_2: 0.2444 loss_bbox_2: 0.169 loss_giou_2: 0.2999 loss_ce_3: 0.2156 loss_bbox_3: 0.1657 loss_giou_3: 0.2905 loss_ce_4: 0.2006 loss_bbox_4: 0.1622 loss_giou_4: 0.2883 time: 0.2799 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:43] d2.utils.events INFO: eta: 0:20:49 iter: 445539 total_loss: 4.628 loss_ce: 0.2031 loss_bbox: 0.1473 loss_giou: 0.2892 loss_ce_0: 0.4154 loss_bbox_0: 0.254 loss_giou_0: 0.4638 loss_ce_1: 0.3138 loss_bbox_1: 0.1809 loss_giou_1: 0.3407 loss_ce_2: 0.2539 loss_bbox_2: 0.1648 loss_giou_2: 0.3097 loss_ce_3: 0.2118 loss_bbox_3: 0.1589 loss_giou_3: 0.2956 loss_ce_4: 0.2035 loss_bbox_4: 0.1503 loss_giou_4: 0.2934 time: 0.2799 data_time: 0.0203 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:49] d2.utils.events INFO: eta: 0:20:44 iter: 445559 total_loss: 4.691 loss_ce: 0.185 loss_bbox: 0.137 loss_giou: 0.2932 loss_ce_0: 0.4168 loss_bbox_0: 0.2499 loss_giou_0: 0.4612 loss_ce_1: 0.2996 loss_bbox_1: 0.1718 loss_giou_1: 0.3302 loss_ce_2: 0.2398 loss_bbox_2: 0.1546 loss_giou_2: 0.3083 loss_ce_3: 0.2083 loss_bbox_3: 0.1481 loss_giou_3: 0.2976 loss_ce_4: 0.1962 loss_bbox_4: 0.1401 loss_giou_4: 0.2944 time: 0.2799 data_time: 0.0227 lr: 2.5e-07 max_mem: 5427M [11/04 01:36:54] d2.utils.events INFO: eta: 0:20:38 iter: 445579 total_loss: 4.787 loss_ce: 0.2081 loss_bbox: 0.1587 loss_giou: 0.3026 loss_ce_0: 0.4395 loss_bbox_0: 0.2718 loss_giou_0: 0.4651 loss_ce_1: 0.3287 loss_bbox_1: 0.1795 loss_giou_1: 0.34 loss_ce_2: 0.2574 loss_bbox_2: 0.167 loss_giou_2: 0.3237 loss_ce_3: 0.2267 loss_bbox_3: 0.1661 loss_giou_3: 0.3101 loss_ce_4: 0.2142 loss_bbox_4: 0.1593 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0181 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:00] d2.utils.events INFO: eta: 0:20:32 iter: 445599 total_loss: 4.736 loss_ce: 0.208 loss_bbox: 0.1581 loss_giou: 0.3077 loss_ce_0: 0.4197 loss_bbox_0: 0.2629 loss_giou_0: 0.4651 loss_ce_1: 0.3207 loss_bbox_1: 0.1888 loss_giou_1: 0.3555 loss_ce_2: 0.2441 loss_bbox_2: 0.1678 loss_giou_2: 0.3237 loss_ce_3: 0.2248 loss_bbox_3: 0.1635 loss_giou_3: 0.3136 loss_ce_4: 0.2153 loss_bbox_4: 0.1645 loss_giou_4: 0.3086 time: 0.2799 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:06] d2.utils.events INFO: eta: 0:20:27 iter: 445619 total_loss: 4.552 loss_ce: 0.1777 loss_bbox: 0.1495 loss_giou: 0.2799 loss_ce_0: 0.4216 loss_bbox_0: 0.2673 loss_giou_0: 0.4495 loss_ce_1: 0.316 loss_bbox_1: 0.1763 loss_giou_1: 0.3252 loss_ce_2: 0.2418 loss_bbox_2: 0.1598 loss_giou_2: 0.2952 loss_ce_3: 0.2136 loss_bbox_3: 0.1571 loss_giou_3: 0.2868 loss_ce_4: 0.186 loss_bbox_4: 0.1522 loss_giou_4: 0.2869 time: 0.2799 data_time: 0.0315 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:11] d2.utils.events INFO: eta: 0:20:21 iter: 445639 total_loss: 4.863 loss_ce: 0.2079 loss_bbox: 0.1594 loss_giou: 0.307 loss_ce_0: 0.4279 loss_bbox_0: 0.2674 loss_giou_0: 0.4662 loss_ce_1: 0.3247 loss_bbox_1: 0.1838 loss_giou_1: 0.3435 loss_ce_2: 0.2689 loss_bbox_2: 0.1711 loss_giou_2: 0.321 loss_ce_3: 0.2394 loss_bbox_3: 0.168 loss_giou_3: 0.3104 loss_ce_4: 0.219 loss_bbox_4: 0.1602 loss_giou_4: 0.3085 time: 0.2799 data_time: 0.0322 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:17] d2.utils.events INFO: eta: 0:20:15 iter: 445659 total_loss: 4.773 loss_ce: 0.1916 loss_bbox: 0.1602 loss_giou: 0.3017 loss_ce_0: 0.4297 loss_bbox_0: 0.2655 loss_giou_0: 0.4846 loss_ce_1: 0.3221 loss_bbox_1: 0.1875 loss_giou_1: 0.359 loss_ce_2: 0.2534 loss_bbox_2: 0.1734 loss_giou_2: 0.3267 loss_ce_3: 0.2174 loss_bbox_3: 0.1657 loss_giou_3: 0.3163 loss_ce_4: 0.2005 loss_bbox_4: 0.1605 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0312 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:23] d2.utils.events INFO: eta: 0:20:09 iter: 445679 total_loss: 4.997 loss_ce: 0.2138 loss_bbox: 0.1594 loss_giou: 0.301 loss_ce_0: 0.4331 loss_bbox_0: 0.2787 loss_giou_0: 0.4569 loss_ce_1: 0.329 loss_bbox_1: 0.1972 loss_giou_1: 0.3381 loss_ce_2: 0.2678 loss_bbox_2: 0.1745 loss_giou_2: 0.3198 loss_ce_3: 0.2321 loss_bbox_3: 0.1673 loss_giou_3: 0.3097 loss_ce_4: 0.2193 loss_bbox_4: 0.1646 loss_giou_4: 0.3078 time: 0.2799 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:28] d2.utils.events INFO: eta: 0:20:04 iter: 445699 total_loss: 4.52 loss_ce: 0.1939 loss_bbox: 0.1517 loss_giou: 0.2879 loss_ce_0: 0.4262 loss_bbox_0: 0.2559 loss_giou_0: 0.4507 loss_ce_1: 0.3046 loss_bbox_1: 0.1753 loss_giou_1: 0.3392 loss_ce_2: 0.2472 loss_bbox_2: 0.1596 loss_giou_2: 0.3069 loss_ce_3: 0.216 loss_bbox_3: 0.1595 loss_giou_3: 0.3001 loss_ce_4: 0.1997 loss_bbox_4: 0.1538 loss_giou_4: 0.2975 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:34] d2.utils.events INFO: eta: 0:19:59 iter: 445719 total_loss: 4.978 loss_ce: 0.2112 loss_bbox: 0.1698 loss_giou: 0.3112 loss_ce_0: 0.4294 loss_bbox_0: 0.2749 loss_giou_0: 0.4877 loss_ce_1: 0.3191 loss_bbox_1: 0.1988 loss_giou_1: 0.3569 loss_ce_2: 0.2676 loss_bbox_2: 0.1834 loss_giou_2: 0.3316 loss_ce_3: 0.2248 loss_bbox_3: 0.1747 loss_giou_3: 0.3178 loss_ce_4: 0.2096 loss_bbox_4: 0.1722 loss_giou_4: 0.3124 time: 0.2799 data_time: 0.0186 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:40] d2.utils.events INFO: eta: 0:19:54 iter: 445739 total_loss: 4.802 loss_ce: 0.2035 loss_bbox: 0.1568 loss_giou: 0.3037 loss_ce_0: 0.4173 loss_bbox_0: 0.2517 loss_giou_0: 0.4678 loss_ce_1: 0.3032 loss_bbox_1: 0.1811 loss_giou_1: 0.3496 loss_ce_2: 0.242 loss_bbox_2: 0.1705 loss_giou_2: 0.3222 loss_ce_3: 0.2209 loss_bbox_3: 0.1621 loss_giou_3: 0.3159 loss_ce_4: 0.2067 loss_bbox_4: 0.1586 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:45] d2.utils.events INFO: eta: 0:19:48 iter: 445759 total_loss: 4.795 loss_ce: 0.1984 loss_bbox: 0.151 loss_giou: 0.3158 loss_ce_0: 0.4143 loss_bbox_0: 0.2616 loss_giou_0: 0.4889 loss_ce_1: 0.3092 loss_bbox_1: 0.1776 loss_giou_1: 0.3577 loss_ce_2: 0.2539 loss_bbox_2: 0.1642 loss_giou_2: 0.3394 loss_ce_3: 0.2205 loss_bbox_3: 0.1566 loss_giou_3: 0.3277 loss_ce_4: 0.2104 loss_bbox_4: 0.1566 loss_giou_4: 0.3227 time: 0.2799 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:51] d2.utils.events INFO: eta: 0:19:43 iter: 445779 total_loss: 4.985 loss_ce: 0.227 loss_bbox: 0.1557 loss_giou: 0.3175 loss_ce_0: 0.4224 loss_bbox_0: 0.2675 loss_giou_0: 0.4905 loss_ce_1: 0.3241 loss_bbox_1: 0.1876 loss_giou_1: 0.3745 loss_ce_2: 0.2719 loss_bbox_2: 0.17 loss_giou_2: 0.3378 loss_ce_3: 0.241 loss_bbox_3: 0.1656 loss_giou_3: 0.3239 loss_ce_4: 0.2276 loss_bbox_4: 0.1606 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 01:37:57] d2.utils.events INFO: eta: 0:19:38 iter: 445799 total_loss: 4.98 loss_ce: 0.212 loss_bbox: 0.1558 loss_giou: 0.3156 loss_ce_0: 0.4329 loss_bbox_0: 0.2678 loss_giou_0: 0.4899 loss_ce_1: 0.3276 loss_bbox_1: 0.1899 loss_giou_1: 0.3705 loss_ce_2: 0.2598 loss_bbox_2: 0.1676 loss_giou_2: 0.3432 loss_ce_3: 0.2375 loss_bbox_3: 0.1641 loss_giou_3: 0.3311 loss_ce_4: 0.2172 loss_bbox_4: 0.1577 loss_giou_4: 0.3208 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:03] d2.utils.events INFO: eta: 0:19:32 iter: 445819 total_loss: 4.469 loss_ce: 0.1895 loss_bbox: 0.151 loss_giou: 0.283 loss_ce_0: 0.4117 loss_bbox_0: 0.2605 loss_giou_0: 0.4728 loss_ce_1: 0.299 loss_bbox_1: 0.1784 loss_giou_1: 0.3323 loss_ce_2: 0.2408 loss_bbox_2: 0.1636 loss_giou_2: 0.3035 loss_ce_3: 0.2068 loss_bbox_3: 0.1553 loss_giou_3: 0.2958 loss_ce_4: 0.1933 loss_bbox_4: 0.1519 loss_giou_4: 0.2863 time: 0.2799 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:08] d2.utils.events INFO: eta: 0:19:27 iter: 445839 total_loss: 4.729 loss_ce: 0.1983 loss_bbox: 0.149 loss_giou: 0.3071 loss_ce_0: 0.4295 loss_bbox_0: 0.2462 loss_giou_0: 0.4829 loss_ce_1: 0.3209 loss_bbox_1: 0.1713 loss_giou_1: 0.3547 loss_ce_2: 0.2454 loss_bbox_2: 0.16 loss_giou_2: 0.3282 loss_ce_3: 0.2183 loss_bbox_3: 0.152 loss_giou_3: 0.3217 loss_ce_4: 0.1961 loss_bbox_4: 0.148 loss_giou_4: 0.3135 time: 0.2799 data_time: 0.0221 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:14] d2.utils.events INFO: eta: 0:19:21 iter: 445859 total_loss: 4.693 loss_ce: 0.2015 loss_bbox: 0.1501 loss_giou: 0.2819 loss_ce_0: 0.4199 loss_bbox_0: 0.2586 loss_giou_0: 0.448 loss_ce_1: 0.312 loss_bbox_1: 0.1767 loss_giou_1: 0.3344 loss_ce_2: 0.2496 loss_bbox_2: 0.1566 loss_giou_2: 0.3025 loss_ce_3: 0.2134 loss_bbox_3: 0.1529 loss_giou_3: 0.2933 loss_ce_4: 0.209 loss_bbox_4: 0.1514 loss_giou_4: 0.2861 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:20] d2.utils.events INFO: eta: 0:19:16 iter: 445879 total_loss: 4.669 loss_ce: 0.1946 loss_bbox: 0.1355 loss_giou: 0.3031 loss_ce_0: 0.4094 loss_bbox_0: 0.2484 loss_giou_0: 0.4704 loss_ce_1: 0.3078 loss_bbox_1: 0.1747 loss_giou_1: 0.3405 loss_ce_2: 0.2526 loss_bbox_2: 0.1563 loss_giou_2: 0.3153 loss_ce_3: 0.2131 loss_bbox_3: 0.1484 loss_giou_3: 0.3114 loss_ce_4: 0.1994 loss_bbox_4: 0.1415 loss_giou_4: 0.3018 time: 0.2799 data_time: 0.0321 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:25] d2.utils.events INFO: eta: 0:19:11 iter: 445899 total_loss: 4.636 loss_ce: 0.1907 loss_bbox: 0.1468 loss_giou: 0.3207 loss_ce_0: 0.4145 loss_bbox_0: 0.234 loss_giou_0: 0.4826 loss_ce_1: 0.2953 loss_bbox_1: 0.17 loss_giou_1: 0.3633 loss_ce_2: 0.2416 loss_bbox_2: 0.155 loss_giou_2: 0.3308 loss_ce_3: 0.2178 loss_bbox_3: 0.152 loss_giou_3: 0.3276 loss_ce_4: 0.2002 loss_bbox_4: 0.1498 loss_giou_4: 0.3235 time: 0.2799 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:31] d2.utils.events INFO: eta: 0:19:05 iter: 445919 total_loss: 4.285 loss_ce: 0.1769 loss_bbox: 0.1554 loss_giou: 0.2739 loss_ce_0: 0.4032 loss_bbox_0: 0.2485 loss_giou_0: 0.4227 loss_ce_1: 0.3015 loss_bbox_1: 0.1886 loss_giou_1: 0.3051 loss_ce_2: 0.2224 loss_bbox_2: 0.1717 loss_giou_2: 0.2858 loss_ce_3: 0.1946 loss_bbox_3: 0.1684 loss_giou_3: 0.2812 loss_ce_4: 0.1813 loss_bbox_4: 0.1583 loss_giou_4: 0.276 time: 0.2799 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:36] d2.utils.events INFO: eta: 0:18:59 iter: 445939 total_loss: 4.886 loss_ce: 0.2002 loss_bbox: 0.1568 loss_giou: 0.3169 loss_ce_0: 0.4245 loss_bbox_0: 0.265 loss_giou_0: 0.4913 loss_ce_1: 0.3194 loss_bbox_1: 0.1803 loss_giou_1: 0.3628 loss_ce_2: 0.2538 loss_bbox_2: 0.1663 loss_giou_2: 0.3464 loss_ce_3: 0.2206 loss_bbox_3: 0.1615 loss_giou_3: 0.33 loss_ce_4: 0.2029 loss_bbox_4: 0.1601 loss_giou_4: 0.3297 time: 0.2799 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:42] d2.utils.events INFO: eta: 0:18:54 iter: 445959 total_loss: 4.933 loss_ce: 0.2171 loss_bbox: 0.1576 loss_giou: 0.3063 loss_ce_0: 0.4323 loss_bbox_0: 0.2604 loss_giou_0: 0.4941 loss_ce_1: 0.3213 loss_bbox_1: 0.1802 loss_giou_1: 0.3682 loss_ce_2: 0.2652 loss_bbox_2: 0.1673 loss_giou_2: 0.3325 loss_ce_3: 0.2313 loss_bbox_3: 0.1615 loss_giou_3: 0.3186 loss_ce_4: 0.2245 loss_bbox_4: 0.1581 loss_giou_4: 0.3129 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:48] d2.utils.events INFO: eta: 0:18:49 iter: 445979 total_loss: 4.86 loss_ce: 0.1964 loss_bbox: 0.1685 loss_giou: 0.3107 loss_ce_0: 0.4342 loss_bbox_0: 0.2712 loss_giou_0: 0.4757 loss_ce_1: 0.3142 loss_bbox_1: 0.1961 loss_giou_1: 0.3628 loss_ce_2: 0.2495 loss_bbox_2: 0.1748 loss_giou_2: 0.3327 loss_ce_3: 0.2177 loss_bbox_3: 0.1717 loss_giou_3: 0.3187 loss_ce_4: 0.1998 loss_bbox_4: 0.1701 loss_giou_4: 0.3118 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:54] d2.utils.events INFO: eta: 0:18:43 iter: 445999 total_loss: 4.711 loss_ce: 0.2 loss_bbox: 0.1597 loss_giou: 0.3043 loss_ce_0: 0.4169 loss_bbox_0: 0.2681 loss_giou_0: 0.4717 loss_ce_1: 0.3099 loss_bbox_1: 0.1837 loss_giou_1: 0.3533 loss_ce_2: 0.2486 loss_bbox_2: 0.1694 loss_giou_2: 0.3234 loss_ce_3: 0.2125 loss_bbox_3: 0.1652 loss_giou_3: 0.3161 loss_ce_4: 0.1933 loss_bbox_4: 0.1611 loss_giou_4: 0.3103 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:38:59] d2.utils.events INFO: eta: 0:18:38 iter: 446019 total_loss: 4.696 loss_ce: 0.1989 loss_bbox: 0.1558 loss_giou: 0.2945 loss_ce_0: 0.4248 loss_bbox_0: 0.2632 loss_giou_0: 0.4546 loss_ce_1: 0.3116 loss_bbox_1: 0.1854 loss_giou_1: 0.3308 loss_ce_2: 0.2483 loss_bbox_2: 0.1674 loss_giou_2: 0.3121 loss_ce_3: 0.2153 loss_bbox_3: 0.1587 loss_giou_3: 0.3036 loss_ce_4: 0.1955 loss_bbox_4: 0.157 loss_giou_4: 0.2964 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:05] d2.utils.events INFO: eta: 0:18:33 iter: 446039 total_loss: 4.731 loss_ce: 0.1983 loss_bbox: 0.1495 loss_giou: 0.2889 loss_ce_0: 0.4294 loss_bbox_0: 0.2596 loss_giou_0: 0.4462 loss_ce_1: 0.3174 loss_bbox_1: 0.1765 loss_giou_1: 0.3363 loss_ce_2: 0.2503 loss_bbox_2: 0.1636 loss_giou_2: 0.3075 loss_ce_3: 0.2188 loss_bbox_3: 0.1547 loss_giou_3: 0.2963 loss_ce_4: 0.2003 loss_bbox_4: 0.1529 loss_giou_4: 0.2897 time: 0.2799 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:11] d2.utils.events INFO: eta: 0:18:27 iter: 446059 total_loss: 4.731 loss_ce: 0.1902 loss_bbox: 0.1509 loss_giou: 0.2825 loss_ce_0: 0.4185 loss_bbox_0: 0.2617 loss_giou_0: 0.4439 loss_ce_1: 0.3098 loss_bbox_1: 0.1789 loss_giou_1: 0.3222 loss_ce_2: 0.2498 loss_bbox_2: 0.1644 loss_giou_2: 0.3096 loss_ce_3: 0.1974 loss_bbox_3: 0.1602 loss_giou_3: 0.2956 loss_ce_4: 0.186 loss_bbox_4: 0.1536 loss_giou_4: 0.29 time: 0.2799 data_time: 0.0234 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:16] d2.utils.events INFO: eta: 0:18:21 iter: 446079 total_loss: 4.561 loss_ce: 0.1963 loss_bbox: 0.1454 loss_giou: 0.3146 loss_ce_0: 0.4088 loss_bbox_0: 0.2485 loss_giou_0: 0.4842 loss_ce_1: 0.318 loss_bbox_1: 0.1716 loss_giou_1: 0.3575 loss_ce_2: 0.2515 loss_bbox_2: 0.1557 loss_giou_2: 0.3357 loss_ce_3: 0.2088 loss_bbox_3: 0.1555 loss_giou_3: 0.3254 loss_ce_4: 0.1991 loss_bbox_4: 0.1498 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0228 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:22] d2.utils.events INFO: eta: 0:18:15 iter: 446099 total_loss: 4.408 loss_ce: 0.1876 loss_bbox: 0.1458 loss_giou: 0.2812 loss_ce_0: 0.4185 loss_bbox_0: 0.2465 loss_giou_0: 0.4363 loss_ce_1: 0.2964 loss_bbox_1: 0.1725 loss_giou_1: 0.3256 loss_ce_2: 0.2331 loss_bbox_2: 0.1623 loss_giou_2: 0.3115 loss_ce_3: 0.2108 loss_bbox_3: 0.1559 loss_giou_3: 0.2946 loss_ce_4: 0.1963 loss_bbox_4: 0.1514 loss_giou_4: 0.2905 time: 0.2799 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:28] d2.utils.events INFO: eta: 0:18:09 iter: 446119 total_loss: 4.894 loss_ce: 0.2153 loss_bbox: 0.1664 loss_giou: 0.3079 loss_ce_0: 0.4396 loss_bbox_0: 0.2744 loss_giou_0: 0.4688 loss_ce_1: 0.3273 loss_bbox_1: 0.1942 loss_giou_1: 0.3545 loss_ce_2: 0.2676 loss_bbox_2: 0.1748 loss_giou_2: 0.3296 loss_ce_3: 0.2231 loss_bbox_3: 0.1676 loss_giou_3: 0.3201 loss_ce_4: 0.2218 loss_bbox_4: 0.1621 loss_giou_4: 0.3126 time: 0.2799 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:33] d2.utils.events INFO: eta: 0:18:04 iter: 446139 total_loss: 4.703 loss_ce: 0.195 loss_bbox: 0.1545 loss_giou: 0.2863 loss_ce_0: 0.4184 loss_bbox_0: 0.2623 loss_giou_0: 0.4606 loss_ce_1: 0.311 loss_bbox_1: 0.1788 loss_giou_1: 0.3426 loss_ce_2: 0.2455 loss_bbox_2: 0.1659 loss_giou_2: 0.3078 loss_ce_3: 0.2234 loss_bbox_3: 0.1558 loss_giou_3: 0.2987 loss_ce_4: 0.2079 loss_bbox_4: 0.157 loss_giou_4: 0.2926 time: 0.2799 data_time: 0.0229 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:39] d2.utils.events INFO: eta: 0:17:58 iter: 446159 total_loss: 4.575 loss_ce: 0.1943 loss_bbox: 0.1437 loss_giou: 0.2895 loss_ce_0: 0.4246 loss_bbox_0: 0.2493 loss_giou_0: 0.4575 loss_ce_1: 0.3098 loss_bbox_1: 0.1719 loss_giou_1: 0.3293 loss_ce_2: 0.2579 loss_bbox_2: 0.157 loss_giou_2: 0.3073 loss_ce_3: 0.209 loss_bbox_3: 0.1512 loss_giou_3: 0.2995 loss_ce_4: 0.1981 loss_bbox_4: 0.1482 loss_giou_4: 0.2978 time: 0.2799 data_time: 0.0306 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:45] d2.utils.events INFO: eta: 0:17:52 iter: 446179 total_loss: 4.825 loss_ce: 0.212 loss_bbox: 0.1455 loss_giou: 0.2863 loss_ce_0: 0.4374 loss_bbox_0: 0.2529 loss_giou_0: 0.4473 loss_ce_1: 0.3201 loss_bbox_1: 0.1717 loss_giou_1: 0.3428 loss_ce_2: 0.2587 loss_bbox_2: 0.156 loss_giou_2: 0.3079 loss_ce_3: 0.2302 loss_bbox_3: 0.1461 loss_giou_3: 0.3007 loss_ce_4: 0.216 loss_bbox_4: 0.1473 loss_giou_4: 0.2962 time: 0.2799 data_time: 0.0218 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:51] d2.utils.events INFO: eta: 0:17:47 iter: 446199 total_loss: 4.636 loss_ce: 0.1895 loss_bbox: 0.1373 loss_giou: 0.3054 loss_ce_0: 0.4189 loss_bbox_0: 0.2444 loss_giou_0: 0.4645 loss_ce_1: 0.3089 loss_bbox_1: 0.1679 loss_giou_1: 0.3418 loss_ce_2: 0.2438 loss_bbox_2: 0.15 loss_giou_2: 0.3174 loss_ce_3: 0.2198 loss_bbox_3: 0.1467 loss_giou_3: 0.3109 loss_ce_4: 0.1994 loss_bbox_4: 0.1392 loss_giou_4: 0.3037 time: 0.2799 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 01:39:56] d2.utils.events INFO: eta: 0:17:42 iter: 446219 total_loss: 4.935 loss_ce: 0.2118 loss_bbox: 0.1624 loss_giou: 0.304 loss_ce_0: 0.431 loss_bbox_0: 0.2675 loss_giou_0: 0.4696 loss_ce_1: 0.3219 loss_bbox_1: 0.1932 loss_giou_1: 0.3458 loss_ce_2: 0.2597 loss_bbox_2: 0.1748 loss_giou_2: 0.3164 loss_ce_3: 0.2296 loss_bbox_3: 0.1663 loss_giou_3: 0.3104 loss_ce_4: 0.2187 loss_bbox_4: 0.1669 loss_giou_4: 0.3077 time: 0.2799 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:02] d2.utils.events INFO: eta: 0:17:36 iter: 446239 total_loss: 4.691 loss_ce: 0.2081 loss_bbox: 0.1507 loss_giou: 0.3081 loss_ce_0: 0.43 loss_bbox_0: 0.256 loss_giou_0: 0.4838 loss_ce_1: 0.3248 loss_bbox_1: 0.1766 loss_giou_1: 0.359 loss_ce_2: 0.2597 loss_bbox_2: 0.1642 loss_giou_2: 0.3287 loss_ce_3: 0.2294 loss_bbox_3: 0.1582 loss_giou_3: 0.3182 loss_ce_4: 0.1998 loss_bbox_4: 0.1547 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:08] d2.utils.events INFO: eta: 0:17:30 iter: 446259 total_loss: 4.462 loss_ce: 0.2034 loss_bbox: 0.1594 loss_giou: 0.2765 loss_ce_0: 0.4244 loss_bbox_0: 0.2653 loss_giou_0: 0.4324 loss_ce_1: 0.3075 loss_bbox_1: 0.1809 loss_giou_1: 0.3137 loss_ce_2: 0.2418 loss_bbox_2: 0.1693 loss_giou_2: 0.2912 loss_ce_3: 0.2113 loss_bbox_3: 0.16 loss_giou_3: 0.2792 loss_ce_4: 0.1973 loss_bbox_4: 0.1593 loss_giou_4: 0.2717 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:13] d2.utils.events INFO: eta: 0:17:25 iter: 446279 total_loss: 4.84 loss_ce: 0.2058 loss_bbox: 0.1662 loss_giou: 0.287 loss_ce_0: 0.4286 loss_bbox_0: 0.2668 loss_giou_0: 0.4672 loss_ce_1: 0.3238 loss_bbox_1: 0.1863 loss_giou_1: 0.3339 loss_ce_2: 0.2628 loss_bbox_2: 0.1726 loss_giou_2: 0.307 loss_ce_3: 0.2251 loss_bbox_3: 0.1664 loss_giou_3: 0.2949 loss_ce_4: 0.2147 loss_bbox_4: 0.1646 loss_giou_4: 0.2939 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:19] d2.utils.events INFO: eta: 0:17:18 iter: 446299 total_loss: 4.757 loss_ce: 0.196 loss_bbox: 0.1554 loss_giou: 0.2919 loss_ce_0: 0.4184 loss_bbox_0: 0.261 loss_giou_0: 0.4545 loss_ce_1: 0.3142 loss_bbox_1: 0.1899 loss_giou_1: 0.333 loss_ce_2: 0.2476 loss_bbox_2: 0.1683 loss_giou_2: 0.306 loss_ce_3: 0.2138 loss_bbox_3: 0.1626 loss_giou_3: 0.3026 loss_ce_4: 0.2009 loss_bbox_4: 0.1578 loss_giou_4: 0.2976 time: 0.2799 data_time: 0.0295 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:24] d2.utils.events INFO: eta: 0:17:12 iter: 446319 total_loss: 4.602 loss_ce: 0.1961 loss_bbox: 0.14 loss_giou: 0.2922 loss_ce_0: 0.4273 loss_bbox_0: 0.231 loss_giou_0: 0.4625 loss_ce_1: 0.3167 loss_bbox_1: 0.1574 loss_giou_1: 0.3307 loss_ce_2: 0.2626 loss_bbox_2: 0.1372 loss_giou_2: 0.3078 loss_ce_3: 0.2269 loss_bbox_3: 0.1403 loss_giou_3: 0.301 loss_ce_4: 0.211 loss_bbox_4: 0.1425 loss_giou_4: 0.2967 time: 0.2799 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:30] d2.utils.events INFO: eta: 0:17:06 iter: 446339 total_loss: 4.411 loss_ce: 0.1835 loss_bbox: 0.1464 loss_giou: 0.2863 loss_ce_0: 0.4205 loss_bbox_0: 0.2541 loss_giou_0: 0.4441 loss_ce_1: 0.3005 loss_bbox_1: 0.1781 loss_giou_1: 0.333 loss_ce_2: 0.2326 loss_bbox_2: 0.1594 loss_giou_2: 0.3055 loss_ce_3: 0.1966 loss_bbox_3: 0.1523 loss_giou_3: 0.2965 loss_ce_4: 0.1872 loss_bbox_4: 0.15 loss_giou_4: 0.2906 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:36] d2.utils.events INFO: eta: 0:17:01 iter: 446359 total_loss: 4.746 loss_ce: 0.2035 loss_bbox: 0.1424 loss_giou: 0.3028 loss_ce_0: 0.4321 loss_bbox_0: 0.2505 loss_giou_0: 0.4773 loss_ce_1: 0.3161 loss_bbox_1: 0.1784 loss_giou_1: 0.3619 loss_ce_2: 0.2467 loss_bbox_2: 0.1585 loss_giou_2: 0.3301 loss_ce_3: 0.2227 loss_bbox_3: 0.15 loss_giou_3: 0.3212 loss_ce_4: 0.2073 loss_bbox_4: 0.1472 loss_giou_4: 0.3124 time: 0.2799 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:42] d2.utils.events INFO: eta: 0:16:55 iter: 446379 total_loss: 4.729 loss_ce: 0.2219 loss_bbox: 0.1517 loss_giou: 0.3022 loss_ce_0: 0.4233 loss_bbox_0: 0.2517 loss_giou_0: 0.4623 loss_ce_1: 0.3201 loss_bbox_1: 0.1729 loss_giou_1: 0.3456 loss_ce_2: 0.2644 loss_bbox_2: 0.1672 loss_giou_2: 0.3207 loss_ce_3: 0.2325 loss_bbox_3: 0.1598 loss_giou_3: 0.3093 loss_ce_4: 0.2208 loss_bbox_4: 0.1528 loss_giou_4: 0.304 time: 0.2799 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:47] d2.utils.events INFO: eta: 0:16:50 iter: 446399 total_loss: 4.806 loss_ce: 0.2065 loss_bbox: 0.1571 loss_giou: 0.286 loss_ce_0: 0.4184 loss_bbox_0: 0.2738 loss_giou_0: 0.4489 loss_ce_1: 0.3097 loss_bbox_1: 0.1927 loss_giou_1: 0.328 loss_ce_2: 0.2558 loss_bbox_2: 0.1686 loss_giou_2: 0.3089 loss_ce_3: 0.2217 loss_bbox_3: 0.1619 loss_giou_3: 0.3002 loss_ce_4: 0.2124 loss_bbox_4: 0.1577 loss_giou_4: 0.2896 time: 0.2799 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:53] d2.utils.events INFO: eta: 0:16:44 iter: 446419 total_loss: 4.634 loss_ce: 0.2029 loss_bbox: 0.1504 loss_giou: 0.2919 loss_ce_0: 0.4149 loss_bbox_0: 0.2561 loss_giou_0: 0.4351 loss_ce_1: 0.2972 loss_bbox_1: 0.1827 loss_giou_1: 0.3303 loss_ce_2: 0.2498 loss_bbox_2: 0.1623 loss_giou_2: 0.3088 loss_ce_3: 0.2185 loss_bbox_3: 0.1573 loss_giou_3: 0.3066 loss_ce_4: 0.2053 loss_bbox_4: 0.1521 loss_giou_4: 0.2973 time: 0.2799 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 01:40:59] d2.utils.events INFO: eta: 0:16:39 iter: 446439 total_loss: 4.846 loss_ce: 0.2023 loss_bbox: 0.1443 loss_giou: 0.3259 loss_ce_0: 0.4294 loss_bbox_0: 0.2528 loss_giou_0: 0.4999 loss_ce_1: 0.3237 loss_bbox_1: 0.176 loss_giou_1: 0.3559 loss_ce_2: 0.2531 loss_bbox_2: 0.157 loss_giou_2: 0.3394 loss_ce_3: 0.224 loss_bbox_3: 0.1527 loss_giou_3: 0.3319 loss_ce_4: 0.2066 loss_bbox_4: 0.1533 loss_giou_4: 0.3263 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:04] d2.utils.events INFO: eta: 0:16:33 iter: 446459 total_loss: 4.742 loss_ce: 0.1953 loss_bbox: 0.1519 loss_giou: 0.3158 loss_ce_0: 0.4099 loss_bbox_0: 0.2582 loss_giou_0: 0.4758 loss_ce_1: 0.3018 loss_bbox_1: 0.1832 loss_giou_1: 0.3622 loss_ce_2: 0.2521 loss_bbox_2: 0.1673 loss_giou_2: 0.339 loss_ce_3: 0.217 loss_bbox_3: 0.1597 loss_giou_3: 0.331 loss_ce_4: 0.1969 loss_bbox_4: 0.1548 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0296 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:10] d2.utils.events INFO: eta: 0:16:27 iter: 446479 total_loss: 4.538 loss_ce: 0.1819 loss_bbox: 0.1471 loss_giou: 0.279 loss_ce_0: 0.3964 loss_bbox_0: 0.2491 loss_giou_0: 0.4434 loss_ce_1: 0.2885 loss_bbox_1: 0.1706 loss_giou_1: 0.3209 loss_ce_2: 0.2382 loss_bbox_2: 0.1648 loss_giou_2: 0.2969 loss_ce_3: 0.1964 loss_bbox_3: 0.1598 loss_giou_3: 0.2845 loss_ce_4: 0.1842 loss_bbox_4: 0.1511 loss_giou_4: 0.2839 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:16] d2.utils.events INFO: eta: 0:16:21 iter: 446499 total_loss: 4.874 loss_ce: 0.2088 loss_bbox: 0.1529 loss_giou: 0.3019 loss_ce_0: 0.4494 loss_bbox_0: 0.2625 loss_giou_0: 0.4626 loss_ce_1: 0.3305 loss_bbox_1: 0.1904 loss_giou_1: 0.3423 loss_ce_2: 0.2628 loss_bbox_2: 0.1619 loss_giou_2: 0.3133 loss_ce_3: 0.2323 loss_bbox_3: 0.1559 loss_giou_3: 0.3046 loss_ce_4: 0.2139 loss_bbox_4: 0.152 loss_giou_4: 0.3033 time: 0.2799 data_time: 0.0219 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:21] d2.utils.events INFO: eta: 0:16:16 iter: 446519 total_loss: 4.728 loss_ce: 0.2067 loss_bbox: 0.1517 loss_giou: 0.3021 loss_ce_0: 0.4174 loss_bbox_0: 0.2583 loss_giou_0: 0.4707 loss_ce_1: 0.3084 loss_bbox_1: 0.1803 loss_giou_1: 0.3547 loss_ce_2: 0.2486 loss_bbox_2: 0.1587 loss_giou_2: 0.3187 loss_ce_3: 0.226 loss_bbox_3: 0.1562 loss_giou_3: 0.3124 loss_ce_4: 0.2034 loss_bbox_4: 0.1521 loss_giou_4: 0.308 time: 0.2799 data_time: 0.0273 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:27] d2.utils.events INFO: eta: 0:16:11 iter: 446539 total_loss: 4.707 loss_ce: 0.194 loss_bbox: 0.16 loss_giou: 0.2916 loss_ce_0: 0.4334 loss_bbox_0: 0.2626 loss_giou_0: 0.4702 loss_ce_1: 0.3114 loss_bbox_1: 0.1861 loss_giou_1: 0.3401 loss_ce_2: 0.2543 loss_bbox_2: 0.1696 loss_giou_2: 0.3131 loss_ce_3: 0.2164 loss_bbox_3: 0.1661 loss_giou_3: 0.3006 loss_ce_4: 0.1959 loss_bbox_4: 0.1608 loss_giou_4: 0.2958 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:33] d2.utils.events INFO: eta: 0:16:05 iter: 446559 total_loss: 4.836 loss_ce: 0.1926 loss_bbox: 0.1526 loss_giou: 0.3037 loss_ce_0: 0.4257 loss_bbox_0: 0.2506 loss_giou_0: 0.464 loss_ce_1: 0.3071 loss_bbox_1: 0.1796 loss_giou_1: 0.3378 loss_ce_2: 0.2557 loss_bbox_2: 0.1656 loss_giou_2: 0.3159 loss_ce_3: 0.2149 loss_bbox_3: 0.1604 loss_giou_3: 0.3152 loss_ce_4: 0.1966 loss_bbox_4: 0.1551 loss_giou_4: 0.3096 time: 0.2799 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:38] d2.utils.events INFO: eta: 0:15:59 iter: 446579 total_loss: 4.452 loss_ce: 0.1802 loss_bbox: 0.1404 loss_giou: 0.2703 loss_ce_0: 0.4183 loss_bbox_0: 0.2504 loss_giou_0: 0.4428 loss_ce_1: 0.3084 loss_bbox_1: 0.1722 loss_giou_1: 0.3233 loss_ce_2: 0.2389 loss_bbox_2: 0.1561 loss_giou_2: 0.2993 loss_ce_3: 0.1961 loss_bbox_3: 0.1498 loss_giou_3: 0.2832 loss_ce_4: 0.181 loss_bbox_4: 0.1438 loss_giou_4: 0.2787 time: 0.2799 data_time: 0.0271 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:44] d2.utils.events INFO: eta: 0:15:54 iter: 446599 total_loss: 4.637 loss_ce: 0.1976 loss_bbox: 0.1529 loss_giou: 0.28 loss_ce_0: 0.4157 loss_bbox_0: 0.2524 loss_giou_0: 0.4478 loss_ce_1: 0.3119 loss_bbox_1: 0.1714 loss_giou_1: 0.3224 loss_ce_2: 0.251 loss_bbox_2: 0.1613 loss_giou_2: 0.3019 loss_ce_3: 0.2145 loss_bbox_3: 0.1558 loss_giou_3: 0.2913 loss_ce_4: 0.1985 loss_bbox_4: 0.1542 loss_giou_4: 0.286 time: 0.2799 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:50] d2.utils.events INFO: eta: 0:15:48 iter: 446619 total_loss: 4.456 loss_ce: 0.175 loss_bbox: 0.1518 loss_giou: 0.2875 loss_ce_0: 0.4041 loss_bbox_0: 0.2535 loss_giou_0: 0.4316 loss_ce_1: 0.2898 loss_bbox_1: 0.1776 loss_giou_1: 0.326 loss_ce_2: 0.2238 loss_bbox_2: 0.1604 loss_giou_2: 0.3026 loss_ce_3: 0.2011 loss_bbox_3: 0.1537 loss_giou_3: 0.2949 loss_ce_4: 0.1769 loss_bbox_4: 0.1531 loss_giou_4: 0.2926 time: 0.2799 data_time: 0.0204 lr: 2.5e-07 max_mem: 5427M [11/04 01:41:55] d2.utils.events INFO: eta: 0:15:42 iter: 446639 total_loss: 4.705 loss_ce: 0.1932 loss_bbox: 0.1537 loss_giou: 0.2907 loss_ce_0: 0.4174 loss_bbox_0: 0.2628 loss_giou_0: 0.4508 loss_ce_1: 0.3058 loss_bbox_1: 0.1786 loss_giou_1: 0.3269 loss_ce_2: 0.2484 loss_bbox_2: 0.161 loss_giou_2: 0.3067 loss_ce_3: 0.2099 loss_bbox_3: 0.1567 loss_giou_3: 0.2977 loss_ce_4: 0.1946 loss_bbox_4: 0.1533 loss_giou_4: 0.2937 time: 0.2799 data_time: 0.0295 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:01] d2.utils.events INFO: eta: 0:15:37 iter: 446659 total_loss: 4.645 loss_ce: 0.1959 loss_bbox: 0.1609 loss_giou: 0.2923 loss_ce_0: 0.4151 loss_bbox_0: 0.2612 loss_giou_0: 0.4301 loss_ce_1: 0.3036 loss_bbox_1: 0.1883 loss_giou_1: 0.3309 loss_ce_2: 0.2498 loss_bbox_2: 0.1755 loss_giou_2: 0.304 loss_ce_3: 0.2222 loss_bbox_3: 0.1668 loss_giou_3: 0.3002 loss_ce_4: 0.204 loss_bbox_4: 0.1656 loss_giou_4: 0.2964 time: 0.2799 data_time: 0.0304 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:07] d2.utils.events INFO: eta: 0:15:32 iter: 446679 total_loss: 4.923 loss_ce: 0.2208 loss_bbox: 0.1497 loss_giou: 0.3056 loss_ce_0: 0.4351 loss_bbox_0: 0.272 loss_giou_0: 0.4805 loss_ce_1: 0.328 loss_bbox_1: 0.1959 loss_giou_1: 0.3471 loss_ce_2: 0.2735 loss_bbox_2: 0.164 loss_giou_2: 0.319 loss_ce_3: 0.2393 loss_bbox_3: 0.1602 loss_giou_3: 0.314 loss_ce_4: 0.2232 loss_bbox_4: 0.1542 loss_giou_4: 0.3082 time: 0.2799 data_time: 0.0238 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:13] d2.utils.events INFO: eta: 0:15:26 iter: 446699 total_loss: 4.688 loss_ce: 0.196 loss_bbox: 0.1414 loss_giou: 0.3 loss_ce_0: 0.4134 loss_bbox_0: 0.2436 loss_giou_0: 0.4889 loss_ce_1: 0.3098 loss_bbox_1: 0.1739 loss_giou_1: 0.3471 loss_ce_2: 0.2461 loss_bbox_2: 0.1549 loss_giou_2: 0.3139 loss_ce_3: 0.2254 loss_bbox_3: 0.1487 loss_giou_3: 0.3077 loss_ce_4: 0.208 loss_bbox_4: 0.1449 loss_giou_4: 0.3033 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:18] d2.utils.events INFO: eta: 0:15:20 iter: 446719 total_loss: 4.798 loss_ce: 0.2065 loss_bbox: 0.1617 loss_giou: 0.2879 loss_ce_0: 0.4225 loss_bbox_0: 0.2733 loss_giou_0: 0.4503 loss_ce_1: 0.3143 loss_bbox_1: 0.198 loss_giou_1: 0.3308 loss_ce_2: 0.2554 loss_bbox_2: 0.1677 loss_giou_2: 0.3076 loss_ce_3: 0.2189 loss_bbox_3: 0.1702 loss_giou_3: 0.2947 loss_ce_4: 0.2072 loss_bbox_4: 0.1661 loss_giou_4: 0.2942 time: 0.2799 data_time: 0.0158 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:24] d2.utils.events INFO: eta: 0:15:15 iter: 446739 total_loss: 4.539 loss_ce: 0.1794 loss_bbox: 0.1461 loss_giou: 0.2854 loss_ce_0: 0.4305 loss_bbox_0: 0.2468 loss_giou_0: 0.4519 loss_ce_1: 0.3188 loss_bbox_1: 0.1811 loss_giou_1: 0.3413 loss_ce_2: 0.2517 loss_bbox_2: 0.1564 loss_giou_2: 0.3074 loss_ce_3: 0.213 loss_bbox_3: 0.1503 loss_giou_3: 0.2969 loss_ce_4: 0.186 loss_bbox_4: 0.1485 loss_giou_4: 0.2895 time: 0.2799 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:30] d2.utils.events INFO: eta: 0:15:09 iter: 446759 total_loss: 4.848 loss_ce: 0.2161 loss_bbox: 0.1535 loss_giou: 0.2899 loss_ce_0: 0.4213 loss_bbox_0: 0.2453 loss_giou_0: 0.4314 loss_ce_1: 0.3036 loss_bbox_1: 0.1811 loss_giou_1: 0.3331 loss_ce_2: 0.2495 loss_bbox_2: 0.1668 loss_giou_2: 0.3105 loss_ce_3: 0.2237 loss_bbox_3: 0.1596 loss_giou_3: 0.2987 loss_ce_4: 0.2199 loss_bbox_4: 0.1562 loss_giou_4: 0.2912 time: 0.2799 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:35] d2.utils.events INFO: eta: 0:15:03 iter: 446779 total_loss: 4.712 loss_ce: 0.209 loss_bbox: 0.168 loss_giou: 0.284 loss_ce_0: 0.4397 loss_bbox_0: 0.2678 loss_giou_0: 0.4593 loss_ce_1: 0.3179 loss_bbox_1: 0.1955 loss_giou_1: 0.331 loss_ce_2: 0.2656 loss_bbox_2: 0.1753 loss_giou_2: 0.2984 loss_ce_3: 0.233 loss_bbox_3: 0.171 loss_giou_3: 0.2853 loss_ce_4: 0.2144 loss_bbox_4: 0.1693 loss_giou_4: 0.286 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:41] d2.utils.events INFO: eta: 0:14:57 iter: 446799 total_loss: 4.853 loss_ce: 0.1954 loss_bbox: 0.1505 loss_giou: 0.3087 loss_ce_0: 0.4192 loss_bbox_0: 0.2539 loss_giou_0: 0.469 loss_ce_1: 0.3138 loss_bbox_1: 0.1777 loss_giou_1: 0.3677 loss_ce_2: 0.2535 loss_bbox_2: 0.1624 loss_giou_2: 0.3342 loss_ce_3: 0.2166 loss_bbox_3: 0.1585 loss_giou_3: 0.3251 loss_ce_4: 0.1979 loss_bbox_4: 0.1529 loss_giou_4: 0.315 time: 0.2799 data_time: 0.0253 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:47] d2.utils.events INFO: eta: 0:14:52 iter: 446819 total_loss: 4.516 loss_ce: 0.1867 loss_bbox: 0.1596 loss_giou: 0.2982 loss_ce_0: 0.4108 loss_bbox_0: 0.2659 loss_giou_0: 0.4554 loss_ce_1: 0.3054 loss_bbox_1: 0.1834 loss_giou_1: 0.3297 loss_ce_2: 0.2351 loss_bbox_2: 0.1675 loss_giou_2: 0.3125 loss_ce_3: 0.2088 loss_bbox_3: 0.1656 loss_giou_3: 0.3042 loss_ce_4: 0.1891 loss_bbox_4: 0.1576 loss_giou_4: 0.3013 time: 0.2799 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:52] d2.utils.events INFO: eta: 0:14:46 iter: 446839 total_loss: 4.593 loss_ce: 0.2002 loss_bbox: 0.1516 loss_giou: 0.29 loss_ce_0: 0.4216 loss_bbox_0: 0.2582 loss_giou_0: 0.4569 loss_ce_1: 0.3035 loss_bbox_1: 0.1764 loss_giou_1: 0.337 loss_ce_2: 0.2446 loss_bbox_2: 0.1659 loss_giou_2: 0.3135 loss_ce_3: 0.2103 loss_bbox_3: 0.1561 loss_giou_3: 0.3056 loss_ce_4: 0.2022 loss_bbox_4: 0.1556 loss_giou_4: 0.2931 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:42:58] d2.utils.events INFO: eta: 0:14:40 iter: 446859 total_loss: 4.656 loss_ce: 0.1852 loss_bbox: 0.1607 loss_giou: 0.3112 loss_ce_0: 0.3881 loss_bbox_0: 0.2455 loss_giou_0: 0.4423 loss_ce_1: 0.2936 loss_bbox_1: 0.179 loss_giou_1: 0.3378 loss_ce_2: 0.2311 loss_bbox_2: 0.1651 loss_giou_2: 0.3252 loss_ce_3: 0.2073 loss_bbox_3: 0.1644 loss_giou_3: 0.3194 loss_ce_4: 0.1922 loss_bbox_4: 0.1614 loss_giou_4: 0.3111 time: 0.2799 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:04] d2.utils.events INFO: eta: 0:14:35 iter: 446879 total_loss: 4.628 loss_ce: 0.192 loss_bbox: 0.1348 loss_giou: 0.3021 loss_ce_0: 0.4056 loss_bbox_0: 0.2387 loss_giou_0: 0.4716 loss_ce_1: 0.3035 loss_bbox_1: 0.1682 loss_giou_1: 0.3505 loss_ce_2: 0.2382 loss_bbox_2: 0.1519 loss_giou_2: 0.3288 loss_ce_3: 0.218 loss_bbox_3: 0.1422 loss_giou_3: 0.3185 loss_ce_4: 0.2007 loss_bbox_4: 0.1408 loss_giou_4: 0.3094 time: 0.2799 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:10] d2.utils.events INFO: eta: 0:14:29 iter: 446899 total_loss: 4.836 loss_ce: 0.2045 loss_bbox: 0.1697 loss_giou: 0.2951 loss_ce_0: 0.4153 loss_bbox_0: 0.279 loss_giou_0: 0.4433 loss_ce_1: 0.307 loss_bbox_1: 0.1986 loss_giou_1: 0.3392 loss_ce_2: 0.2478 loss_bbox_2: 0.1842 loss_giou_2: 0.315 loss_ce_3: 0.2205 loss_bbox_3: 0.1741 loss_giou_3: 0.3073 loss_ce_4: 0.2085 loss_bbox_4: 0.1737 loss_giou_4: 0.3017 time: 0.2799 data_time: 0.0240 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:15] d2.utils.events INFO: eta: 0:14:24 iter: 446919 total_loss: 4.772 loss_ce: 0.2052 loss_bbox: 0.1514 loss_giou: 0.2983 loss_ce_0: 0.4324 loss_bbox_0: 0.2617 loss_giou_0: 0.46 loss_ce_1: 0.3166 loss_bbox_1: 0.181 loss_giou_1: 0.341 loss_ce_2: 0.2627 loss_bbox_2: 0.1575 loss_giou_2: 0.3114 loss_ce_3: 0.2213 loss_bbox_3: 0.1519 loss_giou_3: 0.3055 loss_ce_4: 0.2055 loss_bbox_4: 0.1575 loss_giou_4: 0.3042 time: 0.2799 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:21] d2.utils.events INFO: eta: 0:14:18 iter: 446939 total_loss: 4.715 loss_ce: 0.1928 loss_bbox: 0.1486 loss_giou: 0.3025 loss_ce_0: 0.4231 loss_bbox_0: 0.2487 loss_giou_0: 0.447 loss_ce_1: 0.3072 loss_bbox_1: 0.181 loss_giou_1: 0.3395 loss_ce_2: 0.2478 loss_bbox_2: 0.1635 loss_giou_2: 0.3195 loss_ce_3: 0.2065 loss_bbox_3: 0.1526 loss_giou_3: 0.3087 loss_ce_4: 0.196 loss_bbox_4: 0.15 loss_giou_4: 0.3035 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:27] d2.utils.events INFO: eta: 0:14:13 iter: 446959 total_loss: 4.712 loss_ce: 0.1868 loss_bbox: 0.1516 loss_giou: 0.2938 loss_ce_0: 0.4334 loss_bbox_0: 0.2643 loss_giou_0: 0.4641 loss_ce_1: 0.3174 loss_bbox_1: 0.1816 loss_giou_1: 0.3502 loss_ce_2: 0.2458 loss_bbox_2: 0.163 loss_giou_2: 0.321 loss_ce_3: 0.2071 loss_bbox_3: 0.1569 loss_giou_3: 0.3104 loss_ce_4: 0.1907 loss_bbox_4: 0.1544 loss_giou_4: 0.3008 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:32] d2.utils.events INFO: eta: 0:14:07 iter: 446979 total_loss: 4.792 loss_ce: 0.204 loss_bbox: 0.1574 loss_giou: 0.2934 loss_ce_0: 0.4278 loss_bbox_0: 0.2707 loss_giou_0: 0.4671 loss_ce_1: 0.3061 loss_bbox_1: 0.1887 loss_giou_1: 0.3525 loss_ce_2: 0.2502 loss_bbox_2: 0.1693 loss_giou_2: 0.3207 loss_ce_3: 0.2137 loss_bbox_3: 0.1642 loss_giou_3: 0.3044 loss_ce_4: 0.2066 loss_bbox_4: 0.161 loss_giou_4: 0.2944 time: 0.2799 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:38] d2.utils.events INFO: eta: 0:14:01 iter: 446999 total_loss: 4.804 loss_ce: 0.2087 loss_bbox: 0.1518 loss_giou: 0.2876 loss_ce_0: 0.4326 loss_bbox_0: 0.2641 loss_giou_0: 0.4522 loss_ce_1: 0.3252 loss_bbox_1: 0.1821 loss_giou_1: 0.335 loss_ce_2: 0.2623 loss_bbox_2: 0.1632 loss_giou_2: 0.3057 loss_ce_3: 0.2269 loss_bbox_3: 0.1595 loss_giou_3: 0.2982 loss_ce_4: 0.2131 loss_bbox_4: 0.1575 loss_giou_4: 0.2926 time: 0.2799 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:44] d2.utils.events INFO: eta: 0:13:56 iter: 447019 total_loss: 4.625 loss_ce: 0.1907 loss_bbox: 0.1486 loss_giou: 0.276 loss_ce_0: 0.4103 loss_bbox_0: 0.2621 loss_giou_0: 0.4493 loss_ce_1: 0.3026 loss_bbox_1: 0.1778 loss_giou_1: 0.3233 loss_ce_2: 0.238 loss_bbox_2: 0.158 loss_giou_2: 0.298 loss_ce_3: 0.2053 loss_bbox_3: 0.1523 loss_giou_3: 0.2875 loss_ce_4: 0.1937 loss_bbox_4: 0.1544 loss_giou_4: 0.283 time: 0.2799 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:49] d2.utils.events INFO: eta: 0:13:49 iter: 447039 total_loss: 4.657 loss_ce: 0.2049 loss_bbox: 0.1538 loss_giou: 0.2975 loss_ce_0: 0.4086 loss_bbox_0: 0.256 loss_giou_0: 0.4615 loss_ce_1: 0.3052 loss_bbox_1: 0.1768 loss_giou_1: 0.336 loss_ce_2: 0.2505 loss_bbox_2: 0.1623 loss_giou_2: 0.3206 loss_ce_3: 0.2291 loss_bbox_3: 0.1544 loss_giou_3: 0.3044 loss_ce_4: 0.2121 loss_bbox_4: 0.1536 loss_giou_4: 0.3009 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:43:55] d2.utils.events INFO: eta: 0:13:44 iter: 447059 total_loss: 4.758 loss_ce: 0.1987 loss_bbox: 0.1573 loss_giou: 0.2928 loss_ce_0: 0.4218 loss_bbox_0: 0.2704 loss_giou_0: 0.4697 loss_ce_1: 0.3196 loss_bbox_1: 0.1954 loss_giou_1: 0.3396 loss_ce_2: 0.253 loss_bbox_2: 0.1701 loss_giou_2: 0.313 loss_ce_3: 0.2214 loss_bbox_3: 0.1615 loss_giou_3: 0.3046 loss_ce_4: 0.2005 loss_bbox_4: 0.162 loss_giou_4: 0.2976 time: 0.2799 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 01:44:01] d2.utils.events INFO: eta: 0:13:39 iter: 447079 total_loss: 4.616 loss_ce: 0.1894 loss_bbox: 0.1423 loss_giou: 0.2955 loss_ce_0: 0.4254 loss_bbox_0: 0.2496 loss_giou_0: 0.4638 loss_ce_1: 0.3028 loss_bbox_1: 0.1778 loss_giou_1: 0.3377 loss_ce_2: 0.2427 loss_bbox_2: 0.1571 loss_giou_2: 0.3109 loss_ce_3: 0.2151 loss_bbox_3: 0.149 loss_giou_3: 0.3058 loss_ce_4: 0.1929 loss_bbox_4: 0.1443 loss_giou_4: 0.2995 time: 0.2799 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 01:44:06] d2.utils.events INFO: eta: 0:13:33 iter: 447099 total_loss: 4.694 loss_ce: 0.21 loss_bbox: 0.1516 loss_giou: 0.2871 loss_ce_0: 0.421 loss_bbox_0: 0.2559 loss_giou_0: 0.4629 loss_ce_1: 0.3178 loss_bbox_1: 0.1807 loss_giou_1: 0.3325 loss_ce_2: 0.2616 loss_bbox_2: 0.1677 loss_giou_2: 0.315 loss_ce_3: 0.2257 loss_bbox_3: 0.1635 loss_giou_3: 0.2997 loss_ce_4: 0.2186 loss_bbox_4: 0.157 loss_giou_4: 0.2939 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 01:44:12] d2.utils.events INFO: eta: 0:13:28 iter: 447119 total_loss: 4.527 loss_ce: 0.1806 loss_bbox: 0.1478 loss_giou: 0.2918 loss_ce_0: 0.4258 loss_bbox_0: 0.2535 loss_giou_0: 0.438 loss_ce_1: 0.3036 loss_bbox_1: 0.177 loss_giou_1: 0.3264 loss_ce_2: 0.2401 loss_bbox_2: 0.1614 loss_giou_2: 0.3045 loss_ce_3: 0.2067 loss_bbox_3: 0.1559 loss_giou_3: 0.2946 loss_ce_4: 0.1899 loss_bbox_4: 0.1547 loss_giou_4: 0.2924 time: 0.2799 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 01:44:17] d2.data.datasets.coco INFO: Loading datasets/coco/annotations/instances_val2017.json takes 2.27 seconds. [11/04 01:44:17] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/04 01:44:17] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/04 01:44:17] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/04 01:44:19] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/04 01:44:19] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/04 01:44:21] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/04 01:44:29] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0016 s/iter. Inference: 0.0447 s/iter. Eval: 0.0003 s/iter. Total: 0.0466 s/iter. ETA=0:00:28 [11/04 01:44:35] d2.evaluation.evaluator INFO: Inference done 104/625. Dataloading: 0.0025 s/iter. Inference: 0.0486 s/iter. Eval: 0.0124 s/iter. Total: 0.0636 s/iter. ETA=0:00:33 [11/04 01:44:40] d2.evaluation.evaluator INFO: Inference done 200/625. Dataloading: 0.0026 s/iter. Inference: 0.0488 s/iter. Eval: 0.0065 s/iter. Total: 0.0580 s/iter. ETA=0:00:24 [11/04 01:44:45] d2.evaluation.evaluator INFO: Inference done 295/625. Dataloading: 0.0027 s/iter. Inference: 0.0489 s/iter. Eval: 0.0046 s/iter. Total: 0.0562 s/iter. ETA=0:00:18 [11/04 01:44:50] d2.evaluation.evaluator INFO: Inference done 395/625. Dataloading: 0.0027 s/iter. Inference: 0.0485 s/iter. Eval: 0.0035 s/iter. Total: 0.0547 s/iter. ETA=0:00:12 [11/04 01:44:56] d2.evaluation.evaluator INFO: Inference done 494/625. Dataloading: 0.0026 s/iter. Inference: 0.0499 s/iter. Eval: 0.0029 s/iter. Total: 0.0555 s/iter. ETA=0:00:07 [11/04 01:45:01] d2.evaluation.evaluator INFO: Total inference time: 0:00:32.031649 (0.051664 s / iter per device, on 8 devices) [11/04 01:45:01] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.046363 s / iter per device, on 8 devices) [11/04 01:45:10] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/04 01:45:10] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/04 01:45:12] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/04 01:45:17] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/04 01:45:31] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 13.76 seconds. [11/04 01:45:32] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/04 01:45:33] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.42 seconds. [11/04 01:45:33] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 45.100 | 64.416 | 48.256 | 26.880 | 47.531 | 61.327 | [11/04 01:45:33] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.760 | bicycle | 31.776 | car | 45.699 | | motorcycle | 46.756 | airplane | 70.519 | bus | 67.290 | | train | 67.515 | truck | 41.057 | boat | 28.306 | | traffic light | 27.860 | fire hydrant | 71.969 | stop sign | 70.051 | | parking meter | 45.206 | bench | 28.146 | bird | 39.710 | | cat | 74.690 | dog | 69.335 | horse | 63.068 | | sheep | 54.778 | cow | 62.319 | elephant | 68.493 | | bear | 73.916 | zebra | 68.184 | giraffe | 69.475 | | backpack | 16.968 | umbrella | 40.640 | handbag | 17.582 | | tie | 33.865 | suitcase | 45.232 | frisbee | 69.835 | | skis | 27.699 | snowboard | 45.092 | sports ball | 48.119 | | kite | 47.503 | baseball bat | 34.558 | baseball glove | 41.689 | | skateboard | 57.655 | surfboard | 41.065 | tennis racket | 51.779 | | bottle | 39.669 | wine glass | 35.791 | cup | 43.972 | | fork | 38.466 | knife | 20.732 | spoon | 21.574 | | bowl | 45.352 | banana | 24.412 | apple | 23.059 | | sandwich | 40.267 | orange | 30.592 | broccoli | 22.310 | | carrot | 22.786 | hot dog | 41.462 | pizza | 55.725 | | donut | 50.516 | cake | 39.442 | chair | 29.596 | | couch | 49.463 | potted plant | 29.080 | bed | 51.691 | | dining table | 31.383 | toilet | 62.561 | tv | 59.389 | | laptop | 62.803 | mouse | 61.947 | remote | 37.734 | | keyboard | 52.413 | cell phone | 39.009 | microwave | 66.526 | | oven | 34.925 | toaster | 37.631 | sink | 36.806 | | refrigerator | 62.197 | book | 14.991 | clock | 50.858 | | vase | 40.656 | scissors | 41.014 | teddy bear | 50.979 | | hair drier | 11.741 | toothbrush | 35.342 | | | [11/04 01:45:34] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/04 01:45:34] d2.evaluation.testing INFO: copypaste: Task: bbox [11/04 01:45:34] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/04 01:45:34] d2.evaluation.testing INFO: copypaste: 45.1002,64.4156,48.2560,26.8796,47.5309,61.3267 [11/04 01:45:37] d2.utils.events INFO: eta: 0:13:22 iter: 447139 total_loss: 4.882 loss_ce: 0.2044 loss_bbox: 0.154 loss_giou: 0.303 loss_ce_0: 0.4394 loss_bbox_0: 0.2676 loss_giou_0: 0.4502 loss_ce_1: 0.3155 loss_bbox_1: 0.182 loss_giou_1: 0.347 loss_ce_2: 0.2501 loss_bbox_2: 0.1657 loss_giou_2: 0.3245 loss_ce_3: 0.2222 loss_bbox_3: 0.1571 loss_giou_3: 0.3114 loss_ce_4: 0.208 loss_bbox_4: 0.1525 loss_giou_4: 0.3026 time: 0.2799 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 01:45:43] d2.utils.events INFO: eta: 0:13:16 iter: 447159 total_loss: 4.977 loss_ce: 0.2173 loss_bbox: 0.1618 loss_giou: 0.2936 loss_ce_0: 0.4294 loss_bbox_0: 0.2797 loss_giou_0: 0.4528 loss_ce_1: 0.3299 loss_bbox_1: 0.2001 loss_giou_1: 0.3318 loss_ce_2: 0.2748 loss_bbox_2: 0.1822 loss_giou_2: 0.3132 loss_ce_3: 0.2422 loss_bbox_3: 0.1765 loss_giou_3: 0.3029 loss_ce_4: 0.2276 loss_bbox_4: 0.1696 loss_giou_4: 0.2951 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 01:45:48] d2.utils.events INFO: eta: 0:13:11 iter: 447179 total_loss: 4.929 loss_ce: 0.2206 loss_bbox: 0.1608 loss_giou: 0.3053 loss_ce_0: 0.4508 loss_bbox_0: 0.2747 loss_giou_0: 0.4723 loss_ce_1: 0.3116 loss_bbox_1: 0.1931 loss_giou_1: 0.356 loss_ce_2: 0.268 loss_bbox_2: 0.1732 loss_giou_2: 0.3292 loss_ce_3: 0.2292 loss_bbox_3: 0.165 loss_giou_3: 0.3167 loss_ce_4: 0.2223 loss_bbox_4: 0.1595 loss_giou_4: 0.3089 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:45:54] d2.utils.events INFO: eta: 0:13:05 iter: 447199 total_loss: 4.687 loss_ce: 0.204 loss_bbox: 0.1581 loss_giou: 0.3059 loss_ce_0: 0.4186 loss_bbox_0: 0.2481 loss_giou_0: 0.4681 loss_ce_1: 0.3103 loss_bbox_1: 0.185 loss_giou_1: 0.3595 loss_ce_2: 0.244 loss_bbox_2: 0.169 loss_giou_2: 0.3276 loss_ce_3: 0.2141 loss_bbox_3: 0.1686 loss_giou_3: 0.3193 loss_ce_4: 0.2021 loss_bbox_4: 0.1593 loss_giou_4: 0.3104 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:00] d2.utils.events INFO: eta: 0:12:59 iter: 447219 total_loss: 4.563 loss_ce: 0.1846 loss_bbox: 0.1558 loss_giou: 0.27 loss_ce_0: 0.4174 loss_bbox_0: 0.2544 loss_giou_0: 0.4305 loss_ce_1: 0.3135 loss_bbox_1: 0.1834 loss_giou_1: 0.3119 loss_ce_2: 0.2552 loss_bbox_2: 0.1631 loss_giou_2: 0.2948 loss_ce_3: 0.2069 loss_bbox_3: 0.1593 loss_giou_3: 0.2786 loss_ce_4: 0.1985 loss_bbox_4: 0.1568 loss_giou_4: 0.2759 time: 0.2799 data_time: 0.0232 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:05] d2.utils.events INFO: eta: 0:12:53 iter: 447239 total_loss: 4.789 loss_ce: 0.1914 loss_bbox: 0.1503 loss_giou: 0.2977 loss_ce_0: 0.4315 loss_bbox_0: 0.266 loss_giou_0: 0.4559 loss_ce_1: 0.3078 loss_bbox_1: 0.1862 loss_giou_1: 0.3402 loss_ce_2: 0.2535 loss_bbox_2: 0.162 loss_giou_2: 0.3103 loss_ce_3: 0.2201 loss_bbox_3: 0.1583 loss_giou_3: 0.3004 loss_ce_4: 0.2038 loss_bbox_4: 0.1524 loss_giou_4: 0.2986 time: 0.2799 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:11] d2.utils.events INFO: eta: 0:12:48 iter: 447259 total_loss: 4.596 loss_ce: 0.1901 loss_bbox: 0.1498 loss_giou: 0.2841 loss_ce_0: 0.4103 loss_bbox_0: 0.2467 loss_giou_0: 0.4449 loss_ce_1: 0.303 loss_bbox_1: 0.1679 loss_giou_1: 0.3228 loss_ce_2: 0.2406 loss_bbox_2: 0.1563 loss_giou_2: 0.3019 loss_ce_3: 0.2131 loss_bbox_3: 0.1556 loss_giou_3: 0.2903 loss_ce_4: 0.194 loss_bbox_4: 0.1486 loss_giou_4: 0.2823 time: 0.2799 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:17] d2.utils.events INFO: eta: 0:12:43 iter: 447279 total_loss: 4.681 loss_ce: 0.1901 loss_bbox: 0.1537 loss_giou: 0.282 loss_ce_0: 0.4123 loss_bbox_0: 0.2547 loss_giou_0: 0.4256 loss_ce_1: 0.3085 loss_bbox_1: 0.1743 loss_giou_1: 0.3281 loss_ce_2: 0.252 loss_bbox_2: 0.163 loss_giou_2: 0.3033 loss_ce_3: 0.2105 loss_bbox_3: 0.155 loss_giou_3: 0.2912 loss_ce_4: 0.1968 loss_bbox_4: 0.1558 loss_giou_4: 0.2873 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:23] d2.utils.events INFO: eta: 0:12:37 iter: 447299 total_loss: 4.893 loss_ce: 0.1939 loss_bbox: 0.1573 loss_giou: 0.3233 loss_ce_0: 0.4282 loss_bbox_0: 0.2501 loss_giou_0: 0.4773 loss_ce_1: 0.3039 loss_bbox_1: 0.1822 loss_giou_1: 0.3623 loss_ce_2: 0.2505 loss_bbox_2: 0.167 loss_giou_2: 0.3397 loss_ce_3: 0.2189 loss_bbox_3: 0.1647 loss_giou_3: 0.332 loss_ce_4: 0.2123 loss_bbox_4: 0.1591 loss_giou_4: 0.3285 time: 0.2799 data_time: 0.0217 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:28] d2.utils.events INFO: eta: 0:12:32 iter: 447319 total_loss: 4.9 loss_ce: 0.2031 loss_bbox: 0.1567 loss_giou: 0.3103 loss_ce_0: 0.4307 loss_bbox_0: 0.2492 loss_giou_0: 0.4694 loss_ce_1: 0.3333 loss_bbox_1: 0.1828 loss_giou_1: 0.3469 loss_ce_2: 0.2683 loss_bbox_2: 0.1709 loss_giou_2: 0.3324 loss_ce_3: 0.2426 loss_bbox_3: 0.1627 loss_giou_3: 0.3192 loss_ce_4: 0.215 loss_bbox_4: 0.1631 loss_giou_4: 0.3158 time: 0.2799 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:34] d2.utils.events INFO: eta: 0:12:26 iter: 447339 total_loss: 4.909 loss_ce: 0.1939 loss_bbox: 0.1448 loss_giou: 0.2974 loss_ce_0: 0.4382 loss_bbox_0: 0.2482 loss_giou_0: 0.4656 loss_ce_1: 0.3092 loss_bbox_1: 0.172 loss_giou_1: 0.3408 loss_ce_2: 0.2541 loss_bbox_2: 0.1552 loss_giou_2: 0.3166 loss_ce_3: 0.2195 loss_bbox_3: 0.1563 loss_giou_3: 0.3082 loss_ce_4: 0.1993 loss_bbox_4: 0.1468 loss_giou_4: 0.3008 time: 0.2799 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:40] d2.utils.events INFO: eta: 0:12:20 iter: 447359 total_loss: 4.927 loss_ce: 0.2146 loss_bbox: 0.1497 loss_giou: 0.3081 loss_ce_0: 0.4367 loss_bbox_0: 0.2623 loss_giou_0: 0.4903 loss_ce_1: 0.3173 loss_bbox_1: 0.1814 loss_giou_1: 0.3556 loss_ce_2: 0.2648 loss_bbox_2: 0.1621 loss_giou_2: 0.3307 loss_ce_3: 0.235 loss_bbox_3: 0.1562 loss_giou_3: 0.3176 loss_ce_4: 0.2167 loss_bbox_4: 0.1537 loss_giou_4: 0.3115 time: 0.2799 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:46] d2.utils.events INFO: eta: 0:12:15 iter: 447379 total_loss: 4.685 loss_ce: 0.1972 loss_bbox: 0.1506 loss_giou: 0.2963 loss_ce_0: 0.4357 loss_bbox_0: 0.2607 loss_giou_0: 0.4695 loss_ce_1: 0.3092 loss_bbox_1: 0.1762 loss_giou_1: 0.3437 loss_ce_2: 0.2493 loss_bbox_2: 0.159 loss_giou_2: 0.3128 loss_ce_3: 0.2216 loss_bbox_3: 0.1537 loss_giou_3: 0.3064 loss_ce_4: 0.2061 loss_bbox_4: 0.1525 loss_giou_4: 0.3002 time: 0.2799 data_time: 0.0266 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:51] d2.utils.events INFO: eta: 0:12:10 iter: 447399 total_loss: 4.723 loss_ce: 0.2026 loss_bbox: 0.1531 loss_giou: 0.3064 loss_ce_0: 0.4133 loss_bbox_0: 0.2713 loss_giou_0: 0.4624 loss_ce_1: 0.3118 loss_bbox_1: 0.1889 loss_giou_1: 0.361 loss_ce_2: 0.2553 loss_bbox_2: 0.1734 loss_giou_2: 0.3298 loss_ce_3: 0.2261 loss_bbox_3: 0.1617 loss_giou_3: 0.3174 loss_ce_4: 0.2076 loss_bbox_4: 0.1555 loss_giou_4: 0.3148 time: 0.2799 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 01:46:57] d2.utils.events INFO: eta: 0:12:04 iter: 447419 total_loss: 4.752 loss_ce: 0.1934 loss_bbox: 0.1514 loss_giou: 0.3102 loss_ce_0: 0.4182 loss_bbox_0: 0.2765 loss_giou_0: 0.468 loss_ce_1: 0.3037 loss_bbox_1: 0.1862 loss_giou_1: 0.3532 loss_ce_2: 0.2407 loss_bbox_2: 0.1626 loss_giou_2: 0.3295 loss_ce_3: 0.2105 loss_bbox_3: 0.1583 loss_giou_3: 0.3189 loss_ce_4: 0.1963 loss_bbox_4: 0.1527 loss_giou_4: 0.3136 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:03] d2.utils.events INFO: eta: 0:11:58 iter: 447439 total_loss: 4.961 loss_ce: 0.2109 loss_bbox: 0.1508 loss_giou: 0.3249 loss_ce_0: 0.4393 loss_bbox_0: 0.2517 loss_giou_0: 0.4658 loss_ce_1: 0.3247 loss_bbox_1: 0.1794 loss_giou_1: 0.3721 loss_ce_2: 0.27 loss_bbox_2: 0.1651 loss_giou_2: 0.3401 loss_ce_3: 0.2353 loss_bbox_3: 0.1582 loss_giou_3: 0.3288 loss_ce_4: 0.2214 loss_bbox_4: 0.1527 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:08] d2.utils.events INFO: eta: 0:11:53 iter: 447459 total_loss: 4.893 loss_ce: 0.1974 loss_bbox: 0.1481 loss_giou: 0.3112 loss_ce_0: 0.4195 loss_bbox_0: 0.2634 loss_giou_0: 0.4833 loss_ce_1: 0.3173 loss_bbox_1: 0.1789 loss_giou_1: 0.3607 loss_ce_2: 0.2511 loss_bbox_2: 0.1651 loss_giou_2: 0.337 loss_ce_3: 0.2241 loss_bbox_3: 0.1581 loss_giou_3: 0.3267 loss_ce_4: 0.2033 loss_bbox_4: 0.1539 loss_giou_4: 0.3153 time: 0.2799 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:14] d2.utils.events INFO: eta: 0:11:48 iter: 447479 total_loss: 4.949 loss_ce: 0.1967 loss_bbox: 0.1588 loss_giou: 0.3243 loss_ce_0: 0.4272 loss_bbox_0: 0.2682 loss_giou_0: 0.4909 loss_ce_1: 0.2997 loss_bbox_1: 0.1874 loss_giou_1: 0.3728 loss_ce_2: 0.2426 loss_bbox_2: 0.1698 loss_giou_2: 0.3469 loss_ce_3: 0.2113 loss_bbox_3: 0.1622 loss_giou_3: 0.3358 loss_ce_4: 0.2044 loss_bbox_4: 0.1586 loss_giou_4: 0.3292 time: 0.2799 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:20] d2.utils.events INFO: eta: 0:11:42 iter: 447499 total_loss: 4.586 loss_ce: 0.1944 loss_bbox: 0.1485 loss_giou: 0.3049 loss_ce_0: 0.4107 loss_bbox_0: 0.253 loss_giou_0: 0.4671 loss_ce_1: 0.2967 loss_bbox_1: 0.1731 loss_giou_1: 0.3454 loss_ce_2: 0.2355 loss_bbox_2: 0.1588 loss_giou_2: 0.3232 loss_ce_3: 0.2033 loss_bbox_3: 0.152 loss_giou_3: 0.3139 loss_ce_4: 0.1946 loss_bbox_4: 0.1496 loss_giou_4: 0.313 time: 0.2799 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:25] d2.utils.events INFO: eta: 0:11:37 iter: 447519 total_loss: 4.609 loss_ce: 0.1973 loss_bbox: 0.1424 loss_giou: 0.2904 loss_ce_0: 0.4154 loss_bbox_0: 0.2397 loss_giou_0: 0.459 loss_ce_1: 0.3202 loss_bbox_1: 0.1652 loss_giou_1: 0.3364 loss_ce_2: 0.2533 loss_bbox_2: 0.1487 loss_giou_2: 0.3126 loss_ce_3: 0.2205 loss_bbox_3: 0.1457 loss_giou_3: 0.3018 loss_ce_4: 0.1994 loss_bbox_4: 0.1453 loss_giou_4: 0.2984 time: 0.2799 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:31] d2.utils.events INFO: eta: 0:11:31 iter: 447539 total_loss: 4.725 loss_ce: 0.1812 loss_bbox: 0.1481 loss_giou: 0.3082 loss_ce_0: 0.4342 loss_bbox_0: 0.2681 loss_giou_0: 0.4823 loss_ce_1: 0.3136 loss_bbox_1: 0.1783 loss_giou_1: 0.35 loss_ce_2: 0.2589 loss_bbox_2: 0.1565 loss_giou_2: 0.3232 loss_ce_3: 0.2185 loss_bbox_3: 0.1499 loss_giou_3: 0.3138 loss_ce_4: 0.1897 loss_bbox_4: 0.1494 loss_giou_4: 0.3092 time: 0.2799 data_time: 0.0277 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:37] d2.utils.events INFO: eta: 0:11:25 iter: 447559 total_loss: 4.496 loss_ce: 0.1841 loss_bbox: 0.1496 loss_giou: 0.2944 loss_ce_0: 0.4057 loss_bbox_0: 0.2484 loss_giou_0: 0.4355 loss_ce_1: 0.2959 loss_bbox_1: 0.1778 loss_giou_1: 0.3348 loss_ce_2: 0.2296 loss_bbox_2: 0.1652 loss_giou_2: 0.3084 loss_ce_3: 0.1997 loss_bbox_3: 0.156 loss_giou_3: 0.2989 loss_ce_4: 0.1892 loss_bbox_4: 0.1524 loss_giou_4: 0.2954 time: 0.2799 data_time: 0.0292 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:43] d2.utils.events INFO: eta: 0:11:19 iter: 447579 total_loss: 4.896 loss_ce: 0.1975 loss_bbox: 0.1454 loss_giou: 0.3173 loss_ce_0: 0.4208 loss_bbox_0: 0.2552 loss_giou_0: 0.4895 loss_ce_1: 0.3095 loss_bbox_1: 0.1757 loss_giou_1: 0.3662 loss_ce_2: 0.2563 loss_bbox_2: 0.1585 loss_giou_2: 0.3353 loss_ce_3: 0.2199 loss_bbox_3: 0.1507 loss_giou_3: 0.3313 loss_ce_4: 0.2081 loss_bbox_4: 0.1479 loss_giou_4: 0.3213 time: 0.2799 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:48] d2.utils.events INFO: eta: 0:11:14 iter: 447599 total_loss: 4.815 loss_ce: 0.187 loss_bbox: 0.1628 loss_giou: 0.2899 loss_ce_0: 0.4243 loss_bbox_0: 0.2671 loss_giou_0: 0.4487 loss_ce_1: 0.306 loss_bbox_1: 0.1906 loss_giou_1: 0.3428 loss_ce_2: 0.2371 loss_bbox_2: 0.1757 loss_giou_2: 0.314 loss_ce_3: 0.2057 loss_bbox_3: 0.1675 loss_giou_3: 0.3023 loss_ce_4: 0.1948 loss_bbox_4: 0.1661 loss_giou_4: 0.2956 time: 0.2799 data_time: 0.0267 lr: 2.5e-07 max_mem: 5427M [11/04 01:47:54] d2.utils.events INFO: eta: 0:11:09 iter: 447619 total_loss: 4.943 loss_ce: 0.2139 loss_bbox: 0.1532 loss_giou: 0.3104 loss_ce_0: 0.4204 loss_bbox_0: 0.2603 loss_giou_0: 0.4945 loss_ce_1: 0.3163 loss_bbox_1: 0.1823 loss_giou_1: 0.3697 loss_ce_2: 0.2651 loss_bbox_2: 0.1673 loss_giou_2: 0.3403 loss_ce_3: 0.2349 loss_bbox_3: 0.1617 loss_giou_3: 0.3227 loss_ce_4: 0.2157 loss_bbox_4: 0.1547 loss_giou_4: 0.3193 time: 0.2799 data_time: 0.0220 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:00] d2.utils.events INFO: eta: 0:11:03 iter: 447639 total_loss: 4.475 loss_ce: 0.1976 loss_bbox: 0.1373 loss_giou: 0.2922 loss_ce_0: 0.42 loss_bbox_0: 0.2431 loss_giou_0: 0.4562 loss_ce_1: 0.3066 loss_bbox_1: 0.1665 loss_giou_1: 0.3377 loss_ce_2: 0.2494 loss_bbox_2: 0.1502 loss_giou_2: 0.313 loss_ce_3: 0.2111 loss_bbox_3: 0.1431 loss_giou_3: 0.3077 loss_ce_4: 0.1969 loss_bbox_4: 0.1369 loss_giou_4: 0.2982 time: 0.2799 data_time: 0.0233 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:05] d2.utils.events INFO: eta: 0:10:57 iter: 447659 total_loss: 4.825 loss_ce: 0.2037 loss_bbox: 0.1527 loss_giou: 0.2948 loss_ce_0: 0.4434 loss_bbox_0: 0.2652 loss_giou_0: 0.4569 loss_ce_1: 0.3268 loss_bbox_1: 0.184 loss_giou_1: 0.3408 loss_ce_2: 0.2553 loss_bbox_2: 0.1697 loss_giou_2: 0.3116 loss_ce_3: 0.2257 loss_bbox_3: 0.1591 loss_giou_3: 0.3012 loss_ce_4: 0.2137 loss_bbox_4: 0.1539 loss_giou_4: 0.2938 time: 0.2799 data_time: 0.0300 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:11] d2.utils.events INFO: eta: 0:10:52 iter: 447679 total_loss: 4.358 loss_ce: 0.1844 loss_bbox: 0.1396 loss_giou: 0.2778 loss_ce_0: 0.4221 loss_bbox_0: 0.2552 loss_giou_0: 0.4275 loss_ce_1: 0.2992 loss_bbox_1: 0.1682 loss_giou_1: 0.3175 loss_ce_2: 0.2466 loss_bbox_2: 0.1511 loss_giou_2: 0.2928 loss_ce_3: 0.2093 loss_bbox_3: 0.1479 loss_giou_3: 0.2837 loss_ce_4: 0.1839 loss_bbox_4: 0.1408 loss_giou_4: 0.2834 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:17] d2.utils.events INFO: eta: 0:10:46 iter: 447699 total_loss: 4.678 loss_ce: 0.1893 loss_bbox: 0.1581 loss_giou: 0.3008 loss_ce_0: 0.4164 loss_bbox_0: 0.255 loss_giou_0: 0.4727 loss_ce_1: 0.3083 loss_bbox_1: 0.1738 loss_giou_1: 0.3382 loss_ce_2: 0.2559 loss_bbox_2: 0.1652 loss_giou_2: 0.3186 loss_ce_3: 0.2182 loss_bbox_3: 0.1563 loss_giou_3: 0.312 loss_ce_4: 0.1999 loss_bbox_4: 0.1594 loss_giou_4: 0.3019 time: 0.2799 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:22] d2.utils.events INFO: eta: 0:10:40 iter: 447719 total_loss: 4.618 loss_ce: 0.1995 loss_bbox: 0.1515 loss_giou: 0.2889 loss_ce_0: 0.4227 loss_bbox_0: 0.2563 loss_giou_0: 0.4452 loss_ce_1: 0.3161 loss_bbox_1: 0.1781 loss_giou_1: 0.3329 loss_ce_2: 0.2599 loss_bbox_2: 0.1622 loss_giou_2: 0.3157 loss_ce_3: 0.2164 loss_bbox_3: 0.1556 loss_giou_3: 0.3034 loss_ce_4: 0.2018 loss_bbox_4: 0.152 loss_giou_4: 0.2933 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:28] d2.utils.events INFO: eta: 0:10:34 iter: 447739 total_loss: 4.629 loss_ce: 0.192 loss_bbox: 0.1497 loss_giou: 0.3011 loss_ce_0: 0.4182 loss_bbox_0: 0.2643 loss_giou_0: 0.4489 loss_ce_1: 0.305 loss_bbox_1: 0.1833 loss_giou_1: 0.3386 loss_ce_2: 0.2499 loss_bbox_2: 0.1641 loss_giou_2: 0.3146 loss_ce_3: 0.2151 loss_bbox_3: 0.155 loss_giou_3: 0.3065 loss_ce_4: 0.1959 loss_bbox_4: 0.152 loss_giou_4: 0.2989 time: 0.2799 data_time: 0.0275 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:34] d2.utils.events INFO: eta: 0:10:29 iter: 447759 total_loss: 4.832 loss_ce: 0.2008 loss_bbox: 0.1514 loss_giou: 0.3025 loss_ce_0: 0.4227 loss_bbox_0: 0.2725 loss_giou_0: 0.469 loss_ce_1: 0.3086 loss_bbox_1: 0.1857 loss_giou_1: 0.35 loss_ce_2: 0.2591 loss_bbox_2: 0.1661 loss_giou_2: 0.3231 loss_ce_3: 0.2231 loss_bbox_3: 0.1578 loss_giou_3: 0.3113 loss_ce_4: 0.2064 loss_bbox_4: 0.158 loss_giou_4: 0.3054 time: 0.2799 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:40] d2.utils.events INFO: eta: 0:10:23 iter: 447779 total_loss: 4.392 loss_ce: 0.1903 loss_bbox: 0.1471 loss_giou: 0.2743 loss_ce_0: 0.4157 loss_bbox_0: 0.2665 loss_giou_0: 0.403 loss_ce_1: 0.3099 loss_bbox_1: 0.1809 loss_giou_1: 0.3071 loss_ce_2: 0.2452 loss_bbox_2: 0.1574 loss_giou_2: 0.2825 loss_ce_3: 0.202 loss_bbox_3: 0.1491 loss_giou_3: 0.2794 loss_ce_4: 0.1911 loss_bbox_4: 0.1473 loss_giou_4: 0.2782 time: 0.2799 data_time: 0.0348 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:45] d2.utils.events INFO: eta: 0:10:17 iter: 447799 total_loss: 4.519 loss_ce: 0.1841 loss_bbox: 0.1488 loss_giou: 0.2974 loss_ce_0: 0.4265 loss_bbox_0: 0.2598 loss_giou_0: 0.4458 loss_ce_1: 0.3024 loss_bbox_1: 0.1759 loss_giou_1: 0.3309 loss_ce_2: 0.2453 loss_bbox_2: 0.1623 loss_giou_2: 0.305 loss_ce_3: 0.2066 loss_bbox_3: 0.1571 loss_giou_3: 0.2991 loss_ce_4: 0.1924 loss_bbox_4: 0.1541 loss_giou_4: 0.2987 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:51] d2.utils.events INFO: eta: 0:10:12 iter: 447819 total_loss: 4.457 loss_ce: 0.1924 loss_bbox: 0.1547 loss_giou: 0.2974 loss_ce_0: 0.4136 loss_bbox_0: 0.2534 loss_giou_0: 0.4678 loss_ce_1: 0.303 loss_bbox_1: 0.1819 loss_giou_1: 0.3357 loss_ce_2: 0.2485 loss_bbox_2: 0.1677 loss_giou_2: 0.3072 loss_ce_3: 0.2139 loss_bbox_3: 0.1626 loss_giou_3: 0.3001 loss_ce_4: 0.1969 loss_bbox_4: 0.1593 loss_giou_4: 0.2996 time: 0.2799 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 01:48:57] d2.utils.events INFO: eta: 0:10:06 iter: 447839 total_loss: 4.885 loss_ce: 0.2104 loss_bbox: 0.1596 loss_giou: 0.2991 loss_ce_0: 0.4182 loss_bbox_0: 0.272 loss_giou_0: 0.457 loss_ce_1: 0.3196 loss_bbox_1: 0.1838 loss_giou_1: 0.3425 loss_ce_2: 0.2612 loss_bbox_2: 0.1726 loss_giou_2: 0.3205 loss_ce_3: 0.2266 loss_bbox_3: 0.1666 loss_giou_3: 0.3115 loss_ce_4: 0.2182 loss_bbox_4: 0.1582 loss_giou_4: 0.3066 time: 0.2799 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:02] d2.utils.events INFO: eta: 0:10:01 iter: 447859 total_loss: 4.782 loss_ce: 0.2019 loss_bbox: 0.1554 loss_giou: 0.307 loss_ce_0: 0.4372 loss_bbox_0: 0.2507 loss_giou_0: 0.4603 loss_ce_1: 0.3173 loss_bbox_1: 0.1827 loss_giou_1: 0.3558 loss_ce_2: 0.2465 loss_bbox_2: 0.1676 loss_giou_2: 0.3263 loss_ce_3: 0.2168 loss_bbox_3: 0.1595 loss_giou_3: 0.316 loss_ce_4: 0.2031 loss_bbox_4: 0.1539 loss_giou_4: 0.3141 time: 0.2799 data_time: 0.0297 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:08] d2.utils.events INFO: eta: 0:09:55 iter: 447879 total_loss: 4.642 loss_ce: 0.2006 loss_bbox: 0.1396 loss_giou: 0.2907 loss_ce_0: 0.428 loss_bbox_0: 0.2446 loss_giou_0: 0.4585 loss_ce_1: 0.3126 loss_bbox_1: 0.1671 loss_giou_1: 0.3408 loss_ce_2: 0.2519 loss_bbox_2: 0.1469 loss_giou_2: 0.3106 loss_ce_3: 0.2266 loss_bbox_3: 0.1428 loss_giou_3: 0.3004 loss_ce_4: 0.2117 loss_bbox_4: 0.1412 loss_giou_4: 0.2895 time: 0.2799 data_time: 0.0231 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:14] d2.utils.events INFO: eta: 0:09:50 iter: 447899 total_loss: 4.708 loss_ce: 0.1992 loss_bbox: 0.1553 loss_giou: 0.2885 loss_ce_0: 0.4279 loss_bbox_0: 0.2685 loss_giou_0: 0.441 loss_ce_1: 0.3037 loss_bbox_1: 0.1889 loss_giou_1: 0.3309 loss_ce_2: 0.2431 loss_bbox_2: 0.168 loss_giou_2: 0.3041 loss_ce_3: 0.2134 loss_bbox_3: 0.1652 loss_giou_3: 0.2958 loss_ce_4: 0.1976 loss_bbox_4: 0.159 loss_giou_4: 0.2885 time: 0.2799 data_time: 0.0270 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:20] d2.utils.events INFO: eta: 0:09:44 iter: 447919 total_loss: 4.778 loss_ce: 0.2072 loss_bbox: 0.159 loss_giou: 0.2744 loss_ce_0: 0.4352 loss_bbox_0: 0.2718 loss_giou_0: 0.43 loss_ce_1: 0.317 loss_bbox_1: 0.195 loss_giou_1: 0.327 loss_ce_2: 0.2593 loss_bbox_2: 0.1754 loss_giou_2: 0.2971 loss_ce_3: 0.2291 loss_bbox_3: 0.1654 loss_giou_3: 0.2901 loss_ce_4: 0.2143 loss_bbox_4: 0.1677 loss_giou_4: 0.284 time: 0.2799 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:25] d2.utils.events INFO: eta: 0:09:38 iter: 447939 total_loss: 4.805 loss_ce: 0.2004 loss_bbox: 0.1574 loss_giou: 0.3038 loss_ce_0: 0.428 loss_bbox_0: 0.2737 loss_giou_0: 0.4709 loss_ce_1: 0.3152 loss_bbox_1: 0.1999 loss_giou_1: 0.3459 loss_ce_2: 0.2524 loss_bbox_2: 0.1723 loss_giou_2: 0.3251 loss_ce_3: 0.2247 loss_bbox_3: 0.1633 loss_giou_3: 0.3216 loss_ce_4: 0.207 loss_bbox_4: 0.157 loss_giou_4: 0.3115 time: 0.2799 data_time: 0.0317 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:31] d2.utils.events INFO: eta: 0:09:32 iter: 447959 total_loss: 4.783 loss_ce: 0.2027 loss_bbox: 0.166 loss_giou: 0.2912 loss_ce_0: 0.4255 loss_bbox_0: 0.2761 loss_giou_0: 0.4409 loss_ce_1: 0.3215 loss_bbox_1: 0.195 loss_giou_1: 0.3305 loss_ce_2: 0.2649 loss_bbox_2: 0.1738 loss_giou_2: 0.2986 loss_ce_3: 0.2342 loss_bbox_3: 0.1718 loss_giou_3: 0.2964 loss_ce_4: 0.204 loss_bbox_4: 0.1649 loss_giou_4: 0.2904 time: 0.2799 data_time: 0.0298 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:37] d2.utils.events INFO: eta: 0:09:27 iter: 447979 total_loss: 4.797 loss_ce: 0.2045 loss_bbox: 0.1598 loss_giou: 0.3066 loss_ce_0: 0.405 loss_bbox_0: 0.2611 loss_giou_0: 0.462 loss_ce_1: 0.3161 loss_bbox_1: 0.1849 loss_giou_1: 0.3466 loss_ce_2: 0.2388 loss_bbox_2: 0.1698 loss_giou_2: 0.328 loss_ce_3: 0.2191 loss_bbox_3: 0.1649 loss_giou_3: 0.3176 loss_ce_4: 0.2097 loss_bbox_4: 0.1634 loss_giou_4: 0.3079 time: 0.2799 data_time: 0.0237 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:42] d2.utils.events INFO: eta: 0:09:21 iter: 447999 total_loss: 4.892 loss_ce: 0.22 loss_bbox: 0.1515 loss_giou: 0.3176 loss_ce_0: 0.4393 loss_bbox_0: 0.264 loss_giou_0: 0.4845 loss_ce_1: 0.3211 loss_bbox_1: 0.177 loss_giou_1: 0.3628 loss_ce_2: 0.2539 loss_bbox_2: 0.1704 loss_giou_2: 0.3387 loss_ce_3: 0.2334 loss_bbox_3: 0.1596 loss_giou_3: 0.3223 loss_ce_4: 0.2159 loss_bbox_4: 0.1555 loss_giou_4: 0.3187 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:48] d2.utils.events INFO: eta: 0:09:16 iter: 448019 total_loss: 4.718 loss_ce: 0.2075 loss_bbox: 0.1535 loss_giou: 0.2922 loss_ce_0: 0.4184 loss_bbox_0: 0.2492 loss_giou_0: 0.4636 loss_ce_1: 0.2896 loss_bbox_1: 0.1739 loss_giou_1: 0.3326 loss_ce_2: 0.2491 loss_bbox_2: 0.1654 loss_giou_2: 0.3142 loss_ce_3: 0.214 loss_bbox_3: 0.1573 loss_giou_3: 0.2971 loss_ce_4: 0.2084 loss_bbox_4: 0.1573 loss_giou_4: 0.296 time: 0.2799 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:54] d2.utils.events INFO: eta: 0:09:10 iter: 448039 total_loss: 4.612 loss_ce: 0.1913 loss_bbox: 0.1482 loss_giou: 0.2723 loss_ce_0: 0.4192 loss_bbox_0: 0.2625 loss_giou_0: 0.438 loss_ce_1: 0.3079 loss_bbox_1: 0.1806 loss_giou_1: 0.3137 loss_ce_2: 0.2493 loss_bbox_2: 0.1636 loss_giou_2: 0.2935 loss_ce_3: 0.2101 loss_bbox_3: 0.1548 loss_giou_3: 0.2888 loss_ce_4: 0.1924 loss_bbox_4: 0.1507 loss_giou_4: 0.2778 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:49:59] d2.utils.events INFO: eta: 0:09:05 iter: 448059 total_loss: 4.745 loss_ce: 0.2021 loss_bbox: 0.1624 loss_giou: 0.3032 loss_ce_0: 0.4242 loss_bbox_0: 0.2718 loss_giou_0: 0.4601 loss_ce_1: 0.3023 loss_bbox_1: 0.2006 loss_giou_1: 0.3448 loss_ce_2: 0.2438 loss_bbox_2: 0.1774 loss_giou_2: 0.3225 loss_ce_3: 0.2102 loss_bbox_3: 0.1671 loss_giou_3: 0.3126 loss_ce_4: 0.2071 loss_bbox_4: 0.1644 loss_giou_4: 0.3056 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:05] d2.utils.events INFO: eta: 0:08:59 iter: 448079 total_loss: 4.822 loss_ce: 0.2031 loss_bbox: 0.1713 loss_giou: 0.3069 loss_ce_0: 0.4243 loss_bbox_0: 0.2592 loss_giou_0: 0.4506 loss_ce_1: 0.3042 loss_bbox_1: 0.1971 loss_giou_1: 0.3485 loss_ce_2: 0.2447 loss_bbox_2: 0.1769 loss_giou_2: 0.3307 loss_ce_3: 0.2143 loss_bbox_3: 0.1747 loss_giou_3: 0.3256 loss_ce_4: 0.2157 loss_bbox_4: 0.1733 loss_giou_4: 0.318 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:11] d2.utils.events INFO: eta: 0:08:53 iter: 448099 total_loss: 4.778 loss_ce: 0.2078 loss_bbox: 0.1611 loss_giou: 0.3044 loss_ce_0: 0.4256 loss_bbox_0: 0.2694 loss_giou_0: 0.4546 loss_ce_1: 0.3106 loss_bbox_1: 0.1919 loss_giou_1: 0.3453 loss_ce_2: 0.2481 loss_bbox_2: 0.1779 loss_giou_2: 0.3318 loss_ce_3: 0.2236 loss_bbox_3: 0.1648 loss_giou_3: 0.3171 loss_ce_4: 0.2118 loss_bbox_4: 0.1601 loss_giou_4: 0.3119 time: 0.2799 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:16] d2.utils.events INFO: eta: 0:08:48 iter: 448119 total_loss: 4.779 loss_ce: 0.2049 loss_bbox: 0.1632 loss_giou: 0.2983 loss_ce_0: 0.4252 loss_bbox_0: 0.2669 loss_giou_0: 0.4524 loss_ce_1: 0.319 loss_bbox_1: 0.1859 loss_giou_1: 0.3323 loss_ce_2: 0.2628 loss_bbox_2: 0.1723 loss_giou_2: 0.3146 loss_ce_3: 0.221 loss_bbox_3: 0.1656 loss_giou_3: 0.308 loss_ce_4: 0.2066 loss_bbox_4: 0.1654 loss_giou_4: 0.3001 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:22] d2.utils.events INFO: eta: 0:08:42 iter: 448139 total_loss: 4.911 loss_ce: 0.2065 loss_bbox: 0.1569 loss_giou: 0.3166 loss_ce_0: 0.4119 loss_bbox_0: 0.2701 loss_giou_0: 0.4947 loss_ce_1: 0.3038 loss_bbox_1: 0.1917 loss_giou_1: 0.3669 loss_ce_2: 0.2469 loss_bbox_2: 0.1765 loss_giou_2: 0.3389 loss_ce_3: 0.222 loss_bbox_3: 0.1705 loss_giou_3: 0.3202 loss_ce_4: 0.2103 loss_bbox_4: 0.1621 loss_giou_4: 0.3174 time: 0.2799 data_time: 0.0282 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:28] d2.utils.events INFO: eta: 0:08:37 iter: 448159 total_loss: 4.851 loss_ce: 0.2076 loss_bbox: 0.16 loss_giou: 0.2895 loss_ce_0: 0.4207 loss_bbox_0: 0.2711 loss_giou_0: 0.4445 loss_ce_1: 0.3125 loss_bbox_1: 0.1868 loss_giou_1: 0.3304 loss_ce_2: 0.2595 loss_bbox_2: 0.1726 loss_giou_2: 0.3174 loss_ce_3: 0.2348 loss_bbox_3: 0.1685 loss_giou_3: 0.3007 loss_ce_4: 0.2161 loss_bbox_4: 0.1621 loss_giou_4: 0.2956 time: 0.2799 data_time: 0.0243 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:33] d2.utils.events INFO: eta: 0:08:31 iter: 448179 total_loss: 4.708 loss_ce: 0.1877 loss_bbox: 0.164 loss_giou: 0.2857 loss_ce_0: 0.4196 loss_bbox_0: 0.2678 loss_giou_0: 0.4448 loss_ce_1: 0.3028 loss_bbox_1: 0.1905 loss_giou_1: 0.3304 loss_ce_2: 0.2388 loss_bbox_2: 0.173 loss_giou_2: 0.3121 loss_ce_3: 0.207 loss_bbox_3: 0.1707 loss_giou_3: 0.3043 loss_ce_4: 0.19 loss_bbox_4: 0.166 loss_giou_4: 0.2961 time: 0.2799 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:39] d2.utils.events INFO: eta: 0:08:25 iter: 448199 total_loss: 4.822 loss_ce: 0.2049 loss_bbox: 0.1536 loss_giou: 0.3072 loss_ce_0: 0.4295 loss_bbox_0: 0.2601 loss_giou_0: 0.4719 loss_ce_1: 0.3118 loss_bbox_1: 0.1897 loss_giou_1: 0.3613 loss_ce_2: 0.261 loss_bbox_2: 0.1717 loss_giou_2: 0.3315 loss_ce_3: 0.2265 loss_bbox_3: 0.1615 loss_giou_3: 0.3204 loss_ce_4: 0.2134 loss_bbox_4: 0.1555 loss_giou_4: 0.3142 time: 0.2799 data_time: 0.0294 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:45] d2.utils.events INFO: eta: 0:08:20 iter: 448219 total_loss: 4.519 loss_ce: 0.1928 loss_bbox: 0.1422 loss_giou: 0.2978 loss_ce_0: 0.4087 loss_bbox_0: 0.2447 loss_giou_0: 0.4521 loss_ce_1: 0.2953 loss_bbox_1: 0.1666 loss_giou_1: 0.3258 loss_ce_2: 0.2407 loss_bbox_2: 0.1504 loss_giou_2: 0.3071 loss_ce_3: 0.207 loss_bbox_3: 0.1436 loss_giou_3: 0.3018 loss_ce_4: 0.1957 loss_bbox_4: 0.1436 loss_giou_4: 0.3002 time: 0.2799 data_time: 0.0225 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:50] d2.utils.events INFO: eta: 0:08:14 iter: 448239 total_loss: 4.984 loss_ce: 0.2115 loss_bbox: 0.1504 loss_giou: 0.3109 loss_ce_0: 0.4339 loss_bbox_0: 0.2658 loss_giou_0: 0.4727 loss_ce_1: 0.3348 loss_bbox_1: 0.1761 loss_giou_1: 0.3478 loss_ce_2: 0.2654 loss_bbox_2: 0.1622 loss_giou_2: 0.3287 loss_ce_3: 0.2317 loss_bbox_3: 0.1567 loss_giou_3: 0.3199 loss_ce_4: 0.216 loss_bbox_4: 0.1528 loss_giou_4: 0.3147 time: 0.2799 data_time: 0.0311 lr: 2.5e-07 max_mem: 5427M [11/04 01:50:56] d2.utils.events INFO: eta: 0:08:08 iter: 448259 total_loss: 4.751 loss_ce: 0.2034 loss_bbox: 0.1575 loss_giou: 0.2994 loss_ce_0: 0.4193 loss_bbox_0: 0.2606 loss_giou_0: 0.4611 loss_ce_1: 0.3178 loss_bbox_1: 0.1885 loss_giou_1: 0.3441 loss_ce_2: 0.2544 loss_bbox_2: 0.1723 loss_giou_2: 0.321 loss_ce_3: 0.2199 loss_bbox_3: 0.1646 loss_giou_3: 0.3118 loss_ce_4: 0.211 loss_bbox_4: 0.1582 loss_giou_4: 0.3025 time: 0.2799 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:02] d2.utils.events INFO: eta: 0:08:03 iter: 448279 total_loss: 5.007 loss_ce: 0.2088 loss_bbox: 0.1481 loss_giou: 0.3266 loss_ce_0: 0.4243 loss_bbox_0: 0.2564 loss_giou_0: 0.4978 loss_ce_1: 0.3144 loss_bbox_1: 0.1797 loss_giou_1: 0.3637 loss_ce_2: 0.2754 loss_bbox_2: 0.1628 loss_giou_2: 0.342 loss_ce_3: 0.2438 loss_bbox_3: 0.1581 loss_giou_3: 0.3354 loss_ce_4: 0.2146 loss_bbox_4: 0.1477 loss_giou_4: 0.3282 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:07] d2.utils.events INFO: eta: 0:07:57 iter: 448299 total_loss: 4.764 loss_ce: 0.1956 loss_bbox: 0.1739 loss_giou: 0.2793 loss_ce_0: 0.428 loss_bbox_0: 0.2783 loss_giou_0: 0.4334 loss_ce_1: 0.308 loss_bbox_1: 0.1956 loss_giou_1: 0.3293 loss_ce_2: 0.2444 loss_bbox_2: 0.1913 loss_giou_2: 0.3013 loss_ce_3: 0.2067 loss_bbox_3: 0.1816 loss_giou_3: 0.2896 loss_ce_4: 0.1936 loss_bbox_4: 0.178 loss_giou_4: 0.2812 time: 0.2799 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:13] d2.utils.events INFO: eta: 0:07:52 iter: 448319 total_loss: 4.895 loss_ce: 0.2136 loss_bbox: 0.1612 loss_giou: 0.3022 loss_ce_0: 0.4382 loss_bbox_0: 0.2696 loss_giou_0: 0.4672 loss_ce_1: 0.3303 loss_bbox_1: 0.1837 loss_giou_1: 0.3415 loss_ce_2: 0.2793 loss_bbox_2: 0.1673 loss_giou_2: 0.3137 loss_ce_3: 0.2417 loss_bbox_3: 0.166 loss_giou_3: 0.3096 loss_ce_4: 0.222 loss_bbox_4: 0.1623 loss_giou_4: 0.3045 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:19] d2.utils.events INFO: eta: 0:07:46 iter: 448339 total_loss: 4.604 loss_ce: 0.1984 loss_bbox: 0.1579 loss_giou: 0.2969 loss_ce_0: 0.3936 loss_bbox_0: 0.2547 loss_giou_0: 0.4534 loss_ce_1: 0.2866 loss_bbox_1: 0.1903 loss_giou_1: 0.3336 loss_ce_2: 0.2408 loss_bbox_2: 0.1724 loss_giou_2: 0.3106 loss_ce_3: 0.214 loss_bbox_3: 0.1632 loss_giou_3: 0.304 loss_ce_4: 0.1994 loss_bbox_4: 0.1585 loss_giou_4: 0.3011 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:24] d2.utils.events INFO: eta: 0:07:40 iter: 448359 total_loss: 4.221 loss_ce: 0.1699 loss_bbox: 0.1565 loss_giou: 0.2747 loss_ce_0: 0.4036 loss_bbox_0: 0.2454 loss_giou_0: 0.4233 loss_ce_1: 0.2862 loss_bbox_1: 0.1801 loss_giou_1: 0.3142 loss_ce_2: 0.2238 loss_bbox_2: 0.1595 loss_giou_2: 0.2946 loss_ce_3: 0.1852 loss_bbox_3: 0.1551 loss_giou_3: 0.2878 loss_ce_4: 0.1736 loss_bbox_4: 0.1578 loss_giou_4: 0.2801 time: 0.2799 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:30] d2.utils.events INFO: eta: 0:07:35 iter: 448379 total_loss: 4.679 loss_ce: 0.1876 loss_bbox: 0.1435 loss_giou: 0.3079 loss_ce_0: 0.4213 loss_bbox_0: 0.2427 loss_giou_0: 0.4725 loss_ce_1: 0.3139 loss_bbox_1: 0.1675 loss_giou_1: 0.3506 loss_ce_2: 0.2489 loss_bbox_2: 0.1542 loss_giou_2: 0.3253 loss_ce_3: 0.2094 loss_bbox_3: 0.1486 loss_giou_3: 0.3142 loss_ce_4: 0.1905 loss_bbox_4: 0.1453 loss_giou_4: 0.3129 time: 0.2799 data_time: 0.0278 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:36] d2.utils.events INFO: eta: 0:07:29 iter: 448399 total_loss: 4.928 loss_ce: 0.205 loss_bbox: 0.1544 loss_giou: 0.3062 loss_ce_0: 0.4349 loss_bbox_0: 0.258 loss_giou_0: 0.4802 loss_ce_1: 0.3148 loss_bbox_1: 0.1832 loss_giou_1: 0.3579 loss_ce_2: 0.2502 loss_bbox_2: 0.1655 loss_giou_2: 0.3239 loss_ce_3: 0.2254 loss_bbox_3: 0.1591 loss_giou_3: 0.3147 loss_ce_4: 0.2072 loss_bbox_4: 0.1563 loss_giou_4: 0.3089 time: 0.2799 data_time: 0.0185 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:41] d2.utils.events INFO: eta: 0:07:23 iter: 448419 total_loss: 4.589 loss_ce: 0.1872 loss_bbox: 0.1468 loss_giou: 0.2923 loss_ce_0: 0.4092 loss_bbox_0: 0.2576 loss_giou_0: 0.4569 loss_ce_1: 0.2971 loss_bbox_1: 0.1755 loss_giou_1: 0.3361 loss_ce_2: 0.2408 loss_bbox_2: 0.1619 loss_giou_2: 0.3062 loss_ce_3: 0.2051 loss_bbox_3: 0.1509 loss_giou_3: 0.2989 loss_ce_4: 0.194 loss_bbox_4: 0.1485 loss_giou_4: 0.2962 time: 0.2799 data_time: 0.0222 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:47] d2.utils.events INFO: eta: 0:07:18 iter: 448439 total_loss: 4.836 loss_ce: 0.2015 loss_bbox: 0.1607 loss_giou: 0.3176 loss_ce_0: 0.4351 loss_bbox_0: 0.2684 loss_giou_0: 0.474 loss_ce_1: 0.3059 loss_bbox_1: 0.1837 loss_giou_1: 0.3577 loss_ce_2: 0.261 loss_bbox_2: 0.176 loss_giou_2: 0.3345 loss_ce_3: 0.2204 loss_bbox_3: 0.1706 loss_giou_3: 0.3259 loss_ce_4: 0.1978 loss_bbox_4: 0.1658 loss_giou_4: 0.3242 time: 0.2799 data_time: 0.0326 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:53] d2.utils.events INFO: eta: 0:07:12 iter: 448459 total_loss: 4.602 loss_ce: 0.1922 loss_bbox: 0.1591 loss_giou: 0.2896 loss_ce_0: 0.4109 loss_bbox_0: 0.2696 loss_giou_0: 0.4307 loss_ce_1: 0.2955 loss_bbox_1: 0.1918 loss_giou_1: 0.3211 loss_ce_2: 0.2404 loss_bbox_2: 0.1716 loss_giou_2: 0.302 loss_ce_3: 0.211 loss_bbox_3: 0.1672 loss_giou_3: 0.2949 loss_ce_4: 0.1898 loss_bbox_4: 0.1657 loss_giou_4: 0.2925 time: 0.2799 data_time: 0.0237 lr: 2.5e-07 max_mem: 5427M [11/04 01:51:58] d2.utils.events INFO: eta: 0:07:06 iter: 448479 total_loss: 4.818 loss_ce: 0.2124 loss_bbox: 0.1518 loss_giou: 0.2994 loss_ce_0: 0.4322 loss_bbox_0: 0.2656 loss_giou_0: 0.451 loss_ce_1: 0.3141 loss_bbox_1: 0.1821 loss_giou_1: 0.3409 loss_ce_2: 0.2562 loss_bbox_2: 0.1666 loss_giou_2: 0.3133 loss_ce_3: 0.2252 loss_bbox_3: 0.1633 loss_giou_3: 0.3067 loss_ce_4: 0.2141 loss_bbox_4: 0.1557 loss_giou_4: 0.3065 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:04] d2.utils.events INFO: eta: 0:07:00 iter: 448499 total_loss: 4.693 loss_ce: 0.2014 loss_bbox: 0.1468 loss_giou: 0.2912 loss_ce_0: 0.4164 loss_bbox_0: 0.2535 loss_giou_0: 0.4511 loss_ce_1: 0.3073 loss_bbox_1: 0.1772 loss_giou_1: 0.3349 loss_ce_2: 0.2456 loss_bbox_2: 0.1583 loss_giou_2: 0.3123 loss_ce_3: 0.2202 loss_bbox_3: 0.1521 loss_giou_3: 0.3032 loss_ce_4: 0.204 loss_bbox_4: 0.1469 loss_giou_4: 0.3001 time: 0.2799 data_time: 0.0265 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:10] d2.utils.events INFO: eta: 0:06:55 iter: 448519 total_loss: 4.517 loss_ce: 0.1888 loss_bbox: 0.1529 loss_giou: 0.2727 loss_ce_0: 0.421 loss_bbox_0: 0.2667 loss_giou_0: 0.4229 loss_ce_1: 0.3061 loss_bbox_1: 0.1851 loss_giou_1: 0.3093 loss_ce_2: 0.249 loss_bbox_2: 0.165 loss_giou_2: 0.2813 loss_ce_3: 0.218 loss_bbox_3: 0.1559 loss_giou_3: 0.2786 loss_ce_4: 0.1996 loss_bbox_4: 0.1522 loss_giou_4: 0.2795 time: 0.2799 data_time: 0.0249 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:15] d2.utils.events INFO: eta: 0:06:49 iter: 448539 total_loss: 4.623 loss_ce: 0.1916 loss_bbox: 0.1548 loss_giou: 0.2858 loss_ce_0: 0.4085 loss_bbox_0: 0.2542 loss_giou_0: 0.4449 loss_ce_1: 0.3198 loss_bbox_1: 0.1821 loss_giou_1: 0.3345 loss_ce_2: 0.2458 loss_bbox_2: 0.1637 loss_giou_2: 0.3079 loss_ce_3: 0.2084 loss_bbox_3: 0.1602 loss_giou_3: 0.3005 loss_ce_4: 0.1983 loss_bbox_4: 0.1548 loss_giou_4: 0.2938 time: 0.2799 data_time: 0.0305 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:21] d2.utils.events INFO: eta: 0:06:43 iter: 448559 total_loss: 4.358 loss_ce: 0.1896 loss_bbox: 0.1315 loss_giou: 0.272 loss_ce_0: 0.4019 loss_bbox_0: 0.2521 loss_giou_0: 0.4338 loss_ce_1: 0.2925 loss_bbox_1: 0.1663 loss_giou_1: 0.3153 loss_ce_2: 0.2364 loss_bbox_2: 0.1516 loss_giou_2: 0.2917 loss_ce_3: 0.2105 loss_bbox_3: 0.1406 loss_giou_3: 0.2845 loss_ce_4: 0.1944 loss_bbox_4: 0.1357 loss_giou_4: 0.2754 time: 0.2799 data_time: 0.0208 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:27] d2.utils.events INFO: eta: 0:06:38 iter: 448579 total_loss: 5.025 loss_ce: 0.2146 loss_bbox: 0.1625 loss_giou: 0.3353 loss_ce_0: 0.438 loss_bbox_0: 0.2654 loss_giou_0: 0.5053 loss_ce_1: 0.3313 loss_bbox_1: 0.192 loss_giou_1: 0.378 loss_ce_2: 0.2693 loss_bbox_2: 0.1754 loss_giou_2: 0.3528 loss_ce_3: 0.2374 loss_bbox_3: 0.1706 loss_giou_3: 0.3449 loss_ce_4: 0.2265 loss_bbox_4: 0.1639 loss_giou_4: 0.3373 time: 0.2799 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:32] d2.utils.events INFO: eta: 0:06:32 iter: 448599 total_loss: 4.694 loss_ce: 0.1985 loss_bbox: 0.1584 loss_giou: 0.301 loss_ce_0: 0.4101 loss_bbox_0: 0.2645 loss_giou_0: 0.4837 loss_ce_1: 0.3046 loss_bbox_1: 0.1849 loss_giou_1: 0.353 loss_ce_2: 0.2437 loss_bbox_2: 0.1747 loss_giou_2: 0.3182 loss_ce_3: 0.2099 loss_bbox_3: 0.1702 loss_giou_3: 0.3089 loss_ce_4: 0.2046 loss_bbox_4: 0.1637 loss_giou_4: 0.3039 time: 0.2799 data_time: 0.0293 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:38] d2.utils.events INFO: eta: 0:06:26 iter: 448619 total_loss: 4.73 loss_ce: 0.2055 loss_bbox: 0.1378 loss_giou: 0.3048 loss_ce_0: 0.434 loss_bbox_0: 0.249 loss_giou_0: 0.4759 loss_ce_1: 0.3209 loss_bbox_1: 0.1652 loss_giou_1: 0.3424 loss_ce_2: 0.2539 loss_bbox_2: 0.1465 loss_giou_2: 0.3236 loss_ce_3: 0.2299 loss_bbox_3: 0.1424 loss_giou_3: 0.3166 loss_ce_4: 0.214 loss_bbox_4: 0.1398 loss_giou_4: 0.3106 time: 0.2799 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:44] d2.utils.events INFO: eta: 0:06:21 iter: 448639 total_loss: 5.001 loss_ce: 0.2202 loss_bbox: 0.172 loss_giou: 0.3045 loss_ce_0: 0.4306 loss_bbox_0: 0.2825 loss_giou_0: 0.4661 loss_ce_1: 0.3332 loss_bbox_1: 0.2059 loss_giou_1: 0.3405 loss_ce_2: 0.2789 loss_bbox_2: 0.1831 loss_giou_2: 0.3171 loss_ce_3: 0.241 loss_bbox_3: 0.179 loss_giou_3: 0.3113 loss_ce_4: 0.2198 loss_bbox_4: 0.1739 loss_giou_4: 0.3069 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:49] d2.utils.events INFO: eta: 0:06:15 iter: 448659 total_loss: 4.715 loss_ce: 0.2056 loss_bbox: 0.1519 loss_giou: 0.2926 loss_ce_0: 0.4337 loss_bbox_0: 0.2574 loss_giou_0: 0.4513 loss_ce_1: 0.3037 loss_bbox_1: 0.1837 loss_giou_1: 0.3417 loss_ce_2: 0.2364 loss_bbox_2: 0.1655 loss_giou_2: 0.3107 loss_ce_3: 0.2156 loss_bbox_3: 0.1608 loss_giou_3: 0.2995 loss_ce_4: 0.2072 loss_bbox_4: 0.1557 loss_giou_4: 0.2916 time: 0.2799 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 01:52:55] d2.utils.events INFO: eta: 0:06:09 iter: 448679 total_loss: 4.859 loss_ce: 0.2005 loss_bbox: 0.142 loss_giou: 0.3184 loss_ce_0: 0.4281 loss_bbox_0: 0.2541 loss_giou_0: 0.4798 loss_ce_1: 0.3171 loss_bbox_1: 0.1734 loss_giou_1: 0.3801 loss_ce_2: 0.253 loss_bbox_2: 0.1579 loss_giou_2: 0.3409 loss_ce_3: 0.227 loss_bbox_3: 0.1486 loss_giou_3: 0.3346 loss_ce_4: 0.205 loss_bbox_4: 0.1468 loss_giou_4: 0.3288 time: 0.2799 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:01] d2.utils.events INFO: eta: 0:06:04 iter: 448699 total_loss: 5.133 loss_ce: 0.2271 loss_bbox: 0.1559 loss_giou: 0.3253 loss_ce_0: 0.4555 loss_bbox_0: 0.2609 loss_giou_0: 0.509 loss_ce_1: 0.3281 loss_bbox_1: 0.1834 loss_giou_1: 0.3756 loss_ce_2: 0.2638 loss_bbox_2: 0.1664 loss_giou_2: 0.3414 loss_ce_3: 0.2492 loss_bbox_3: 0.1614 loss_giou_3: 0.3305 loss_ce_4: 0.23 loss_bbox_4: 0.157 loss_giou_4: 0.3272 time: 0.2799 data_time: 0.0257 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:06] d2.utils.events INFO: eta: 0:05:58 iter: 448719 total_loss: 4.84 loss_ce: 0.2067 loss_bbox: 0.1461 loss_giou: 0.3123 loss_ce_0: 0.4185 loss_bbox_0: 0.2695 loss_giou_0: 0.473 loss_ce_1: 0.3195 loss_bbox_1: 0.1705 loss_giou_1: 0.35 loss_ce_2: 0.2564 loss_bbox_2: 0.1537 loss_giou_2: 0.3292 loss_ce_3: 0.2272 loss_bbox_3: 0.1502 loss_giou_3: 0.3223 loss_ce_4: 0.2094 loss_bbox_4: 0.1466 loss_giou_4: 0.319 time: 0.2799 data_time: 0.0295 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:12] d2.utils.events INFO: eta: 0:05:53 iter: 448739 total_loss: 4.826 loss_ce: 0.1905 loss_bbox: 0.1684 loss_giou: 0.2922 loss_ce_0: 0.4263 loss_bbox_0: 0.2828 loss_giou_0: 0.4562 loss_ce_1: 0.3139 loss_bbox_1: 0.201 loss_giou_1: 0.3443 loss_ce_2: 0.2514 loss_bbox_2: 0.1818 loss_giou_2: 0.3148 loss_ce_3: 0.2188 loss_bbox_3: 0.1779 loss_giou_3: 0.3017 loss_ce_4: 0.1949 loss_bbox_4: 0.1721 loss_giou_4: 0.2977 time: 0.2799 data_time: 0.0287 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:18] d2.utils.events INFO: eta: 0:05:47 iter: 448759 total_loss: 4.527 loss_ce: 0.187 loss_bbox: 0.15 loss_giou: 0.2881 loss_ce_0: 0.4111 loss_bbox_0: 0.2516 loss_giou_0: 0.4297 loss_ce_1: 0.2901 loss_bbox_1: 0.1748 loss_giou_1: 0.3285 loss_ce_2: 0.234 loss_bbox_2: 0.1624 loss_giou_2: 0.3038 loss_ce_3: 0.2096 loss_bbox_3: 0.1529 loss_giou_3: 0.2942 loss_ce_4: 0.1917 loss_bbox_4: 0.1504 loss_giou_4: 0.2845 time: 0.2799 data_time: 0.0251 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:23] d2.utils.events INFO: eta: 0:05:41 iter: 448779 total_loss: 4.898 loss_ce: 0.2145 loss_bbox: 0.1607 loss_giou: 0.3147 loss_ce_0: 0.4305 loss_bbox_0: 0.2735 loss_giou_0: 0.4876 loss_ce_1: 0.3284 loss_bbox_1: 0.187 loss_giou_1: 0.3467 loss_ce_2: 0.2634 loss_bbox_2: 0.174 loss_giou_2: 0.3222 loss_ce_3: 0.2357 loss_bbox_3: 0.1649 loss_giou_3: 0.3157 loss_ce_4: 0.2185 loss_bbox_4: 0.1615 loss_giou_4: 0.317 time: 0.2799 data_time: 0.0224 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:29] d2.utils.events INFO: eta: 0:05:36 iter: 448799 total_loss: 4.735 loss_ce: 0.2033 loss_bbox: 0.1483 loss_giou: 0.3001 loss_ce_0: 0.4129 loss_bbox_0: 0.2508 loss_giou_0: 0.461 loss_ce_1: 0.2946 loss_bbox_1: 0.1817 loss_giou_1: 0.349 loss_ce_2: 0.2408 loss_bbox_2: 0.1611 loss_giou_2: 0.3216 loss_ce_3: 0.2195 loss_bbox_3: 0.1556 loss_giou_3: 0.3151 loss_ce_4: 0.206 loss_bbox_4: 0.1509 loss_giou_4: 0.3134 time: 0.2799 data_time: 0.0259 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:35] d2.utils.events INFO: eta: 0:05:30 iter: 448819 total_loss: 4.927 loss_ce: 0.204 loss_bbox: 0.1557 loss_giou: 0.3172 loss_ce_0: 0.4374 loss_bbox_0: 0.2681 loss_giou_0: 0.4772 loss_ce_1: 0.3244 loss_bbox_1: 0.1808 loss_giou_1: 0.3572 loss_ce_2: 0.2664 loss_bbox_2: 0.1675 loss_giou_2: 0.3342 loss_ce_3: 0.2348 loss_bbox_3: 0.158 loss_giou_3: 0.3246 loss_ce_4: 0.2109 loss_bbox_4: 0.1574 loss_giou_4: 0.317 time: 0.2799 data_time: 0.0210 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:41] d2.utils.events INFO: eta: 0:05:25 iter: 448839 total_loss: 4.346 loss_ce: 0.1686 loss_bbox: 0.1553 loss_giou: 0.2802 loss_ce_0: 0.4031 loss_bbox_0: 0.2507 loss_giou_0: 0.4588 loss_ce_1: 0.2922 loss_bbox_1: 0.1767 loss_giou_1: 0.3266 loss_ce_2: 0.2155 loss_bbox_2: 0.1563 loss_giou_2: 0.2962 loss_ce_3: 0.187 loss_bbox_3: 0.157 loss_giou_3: 0.2921 loss_ce_4: 0.174 loss_bbox_4: 0.1544 loss_giou_4: 0.287 time: 0.2799 data_time: 0.0207 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:46] d2.utils.events INFO: eta: 0:05:19 iter: 448859 total_loss: 4.434 loss_ce: 0.1782 loss_bbox: 0.1511 loss_giou: 0.2746 loss_ce_0: 0.4195 loss_bbox_0: 0.2631 loss_giou_0: 0.4409 loss_ce_1: 0.3025 loss_bbox_1: 0.179 loss_giou_1: 0.3135 loss_ce_2: 0.2412 loss_bbox_2: 0.1595 loss_giou_2: 0.2928 loss_ce_3: 0.2063 loss_bbox_3: 0.1559 loss_giou_3: 0.2877 loss_ce_4: 0.1883 loss_bbox_4: 0.1522 loss_giou_4: 0.2802 time: 0.2799 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:52] d2.utils.events INFO: eta: 0:05:13 iter: 448879 total_loss: 4.746 loss_ce: 0.1971 loss_bbox: 0.154 loss_giou: 0.2942 loss_ce_0: 0.4181 loss_bbox_0: 0.2571 loss_giou_0: 0.457 loss_ce_1: 0.2997 loss_bbox_1: 0.1777 loss_giou_1: 0.3415 loss_ce_2: 0.2368 loss_bbox_2: 0.167 loss_giou_2: 0.312 loss_ce_3: 0.2093 loss_bbox_3: 0.1596 loss_giou_3: 0.2986 loss_ce_4: 0.1995 loss_bbox_4: 0.1562 loss_giou_4: 0.3008 time: 0.2799 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 01:53:57] d2.utils.events INFO: eta: 0:05:08 iter: 448899 total_loss: 4.819 loss_ce: 0.209 loss_bbox: 0.1529 loss_giou: 0.2899 loss_ce_0: 0.4297 loss_bbox_0: 0.262 loss_giou_0: 0.4601 loss_ce_1: 0.3224 loss_bbox_1: 0.1738 loss_giou_1: 0.3356 loss_ce_2: 0.2517 loss_bbox_2: 0.1621 loss_giou_2: 0.315 loss_ce_3: 0.2305 loss_bbox_3: 0.163 loss_giou_3: 0.3051 loss_ce_4: 0.2163 loss_bbox_4: 0.1551 loss_giou_4: 0.296 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:03] d2.utils.events INFO: eta: 0:05:02 iter: 448919 total_loss: 5.068 loss_ce: 0.2202 loss_bbox: 0.1625 loss_giou: 0.301 loss_ce_0: 0.4354 loss_bbox_0: 0.2722 loss_giou_0: 0.4609 loss_ce_1: 0.3402 loss_bbox_1: 0.191 loss_giou_1: 0.346 loss_ce_2: 0.2872 loss_bbox_2: 0.1734 loss_giou_2: 0.3189 loss_ce_3: 0.2429 loss_bbox_3: 0.1664 loss_giou_3: 0.308 loss_ce_4: 0.2135 loss_bbox_4: 0.1669 loss_giou_4: 0.3028 time: 0.2799 data_time: 0.0262 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:09] d2.utils.events INFO: eta: 0:04:56 iter: 448939 total_loss: 4.846 loss_ce: 0.2164 loss_bbox: 0.1508 loss_giou: 0.3107 loss_ce_0: 0.444 loss_bbox_0: 0.242 loss_giou_0: 0.4859 loss_ce_1: 0.3354 loss_bbox_1: 0.1655 loss_giou_1: 0.3551 loss_ce_2: 0.2669 loss_bbox_2: 0.1617 loss_giou_2: 0.3331 loss_ce_3: 0.239 loss_bbox_3: 0.1521 loss_giou_3: 0.3188 loss_ce_4: 0.2224 loss_bbox_4: 0.1539 loss_giou_4: 0.3159 time: 0.2799 data_time: 0.0286 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:14] d2.utils.events INFO: eta: 0:04:51 iter: 448959 total_loss: 4.654 loss_ce: 0.197 loss_bbox: 0.1419 loss_giou: 0.2984 loss_ce_0: 0.4327 loss_bbox_0: 0.2543 loss_giou_0: 0.4577 loss_ce_1: 0.3059 loss_bbox_1: 0.1727 loss_giou_1: 0.3333 loss_ce_2: 0.2449 loss_bbox_2: 0.1552 loss_giou_2: 0.3147 loss_ce_3: 0.2231 loss_bbox_3: 0.1432 loss_giou_3: 0.3066 loss_ce_4: 0.204 loss_bbox_4: 0.1424 loss_giou_4: 0.3005 time: 0.2799 data_time: 0.0260 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:20] d2.utils.events INFO: eta: 0:04:45 iter: 448979 total_loss: 4.818 loss_ce: 0.1935 loss_bbox: 0.1579 loss_giou: 0.3054 loss_ce_0: 0.4129 loss_bbox_0: 0.2654 loss_giou_0: 0.4695 loss_ce_1: 0.2959 loss_bbox_1: 0.1801 loss_giou_1: 0.3523 loss_ce_2: 0.2437 loss_bbox_2: 0.1681 loss_giou_2: 0.3271 loss_ce_3: 0.2126 loss_bbox_3: 0.1656 loss_giou_3: 0.3142 loss_ce_4: 0.1938 loss_bbox_4: 0.1564 loss_giou_4: 0.3068 time: 0.2799 data_time: 0.0218 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:26] d2.utils.events INFO: eta: 0:04:40 iter: 448999 total_loss: 4.661 loss_ce: 0.2066 loss_bbox: 0.1446 loss_giou: 0.2909 loss_ce_0: 0.4161 loss_bbox_0: 0.2543 loss_giou_0: 0.4623 loss_ce_1: 0.3037 loss_bbox_1: 0.1746 loss_giou_1: 0.3377 loss_ce_2: 0.2505 loss_bbox_2: 0.1547 loss_giou_2: 0.3081 loss_ce_3: 0.2241 loss_bbox_3: 0.1521 loss_giou_3: 0.2996 loss_ce_4: 0.2074 loss_bbox_4: 0.147 loss_giou_4: 0.2961 time: 0.2799 data_time: 0.0253 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:32] d2.utils.events INFO: eta: 0:04:34 iter: 449019 total_loss: 4.825 loss_ce: 0.2045 loss_bbox: 0.1587 loss_giou: 0.2993 loss_ce_0: 0.4237 loss_bbox_0: 0.269 loss_giou_0: 0.4662 loss_ce_1: 0.3033 loss_bbox_1: 0.1837 loss_giou_1: 0.3481 loss_ce_2: 0.2541 loss_bbox_2: 0.1682 loss_giou_2: 0.3149 loss_ce_3: 0.2264 loss_bbox_3: 0.1608 loss_giou_3: 0.308 loss_ce_4: 0.2092 loss_bbox_4: 0.1595 loss_giou_4: 0.3027 time: 0.2799 data_time: 0.0258 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:37] d2.utils.events INFO: eta: 0:04:28 iter: 449039 total_loss: 4.703 loss_ce: 0.1975 loss_bbox: 0.1524 loss_giou: 0.3015 loss_ce_0: 0.4167 loss_bbox_0: 0.2547 loss_giou_0: 0.4793 loss_ce_1: 0.3097 loss_bbox_1: 0.1779 loss_giou_1: 0.3615 loss_ce_2: 0.2399 loss_bbox_2: 0.1626 loss_giou_2: 0.3312 loss_ce_3: 0.1971 loss_bbox_3: 0.1545 loss_giou_3: 0.3116 loss_ce_4: 0.1975 loss_bbox_4: 0.1489 loss_giou_4: 0.3049 time: 0.2799 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:43] d2.utils.events INFO: eta: 0:04:23 iter: 449059 total_loss: 4.877 loss_ce: 0.2052 loss_bbox: 0.1506 loss_giou: 0.3073 loss_ce_0: 0.4468 loss_bbox_0: 0.2556 loss_giou_0: 0.4874 loss_ce_1: 0.3229 loss_bbox_1: 0.1869 loss_giou_1: 0.357 loss_ce_2: 0.2661 loss_bbox_2: 0.1591 loss_giou_2: 0.3355 loss_ce_3: 0.227 loss_bbox_3: 0.1598 loss_giou_3: 0.3159 loss_ce_4: 0.216 loss_bbox_4: 0.1562 loss_giou_4: 0.3095 time: 0.2799 data_time: 0.0263 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:49] d2.utils.events INFO: eta: 0:04:17 iter: 449079 total_loss: 4.587 loss_ce: 0.2081 loss_bbox: 0.1373 loss_giou: 0.3063 loss_ce_0: 0.4185 loss_bbox_0: 0.2404 loss_giou_0: 0.4664 loss_ce_1: 0.3152 loss_bbox_1: 0.1631 loss_giou_1: 0.3449 loss_ce_2: 0.2531 loss_bbox_2: 0.1467 loss_giou_2: 0.3213 loss_ce_3: 0.2261 loss_bbox_3: 0.1448 loss_giou_3: 0.3167 loss_ce_4: 0.2125 loss_bbox_4: 0.1403 loss_giou_4: 0.3095 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 01:54:54] d2.utils.events INFO: eta: 0:04:12 iter: 449099 total_loss: 4.607 loss_ce: 0.1932 loss_bbox: 0.1521 loss_giou: 0.28 loss_ce_0: 0.417 loss_bbox_0: 0.2633 loss_giou_0: 0.436 loss_ce_1: 0.3018 loss_bbox_1: 0.1835 loss_giou_1: 0.3199 loss_ce_2: 0.2384 loss_bbox_2: 0.1686 loss_giou_2: 0.3045 loss_ce_3: 0.2217 loss_bbox_3: 0.1624 loss_giou_3: 0.2916 loss_ce_4: 0.2023 loss_bbox_4: 0.1537 loss_giou_4: 0.2843 time: 0.2799 data_time: 0.0312 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:00] d2.utils.events INFO: eta: 0:04:06 iter: 449119 total_loss: 4.489 loss_ce: 0.1979 loss_bbox: 0.1463 loss_giou: 0.2863 loss_ce_0: 0.4242 loss_bbox_0: 0.2586 loss_giou_0: 0.4572 loss_ce_1: 0.3052 loss_bbox_1: 0.1714 loss_giou_1: 0.3339 loss_ce_2: 0.2477 loss_bbox_2: 0.1575 loss_giou_2: 0.3105 loss_ce_3: 0.2183 loss_bbox_3: 0.1477 loss_giou_3: 0.3018 loss_ce_4: 0.1986 loss_bbox_4: 0.1452 loss_giou_4: 0.2923 time: 0.2799 data_time: 0.0281 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:06] d2.utils.events INFO: eta: 0:04:01 iter: 449139 total_loss: 4.632 loss_ce: 0.1939 loss_bbox: 0.148 loss_giou: 0.3 loss_ce_0: 0.4042 loss_bbox_0: 0.2466 loss_giou_0: 0.4664 loss_ce_1: 0.2919 loss_bbox_1: 0.173 loss_giou_1: 0.3524 loss_ce_2: 0.2382 loss_bbox_2: 0.1596 loss_giou_2: 0.3217 loss_ce_3: 0.2101 loss_bbox_3: 0.1548 loss_giou_3: 0.3146 loss_ce_4: 0.1984 loss_bbox_4: 0.1513 loss_giou_4: 0.3098 time: 0.2799 data_time: 0.0196 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:11] d2.utils.events INFO: eta: 0:03:55 iter: 449159 total_loss: 4.757 loss_ce: 0.2045 loss_bbox: 0.1581 loss_giou: 0.2854 loss_ce_0: 0.4207 loss_bbox_0: 0.2585 loss_giou_0: 0.448 loss_ce_1: 0.3084 loss_bbox_1: 0.1832 loss_giou_1: 0.3367 loss_ce_2: 0.2613 loss_bbox_2: 0.1632 loss_giou_2: 0.3067 loss_ce_3: 0.2268 loss_bbox_3: 0.1596 loss_giou_3: 0.2949 loss_ce_4: 0.2079 loss_bbox_4: 0.1568 loss_giou_4: 0.2894 time: 0.2799 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:17] d2.utils.events INFO: eta: 0:03:49 iter: 449179 total_loss: 4.478 loss_ce: 0.1829 loss_bbox: 0.1519 loss_giou: 0.2864 loss_ce_0: 0.4041 loss_bbox_0: 0.2511 loss_giou_0: 0.4209 loss_ce_1: 0.2856 loss_bbox_1: 0.1742 loss_giou_1: 0.3264 loss_ce_2: 0.2292 loss_bbox_2: 0.1614 loss_giou_2: 0.3005 loss_ce_3: 0.1924 loss_bbox_3: 0.1545 loss_giou_3: 0.2957 loss_ce_4: 0.1821 loss_bbox_4: 0.1519 loss_giou_4: 0.2913 time: 0.2799 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:23] d2.utils.events INFO: eta: 0:03:44 iter: 449199 total_loss: 4.815 loss_ce: 0.2008 loss_bbox: 0.1537 loss_giou: 0.3122 loss_ce_0: 0.436 loss_bbox_0: 0.2608 loss_giou_0: 0.4665 loss_ce_1: 0.3233 loss_bbox_1: 0.1837 loss_giou_1: 0.3449 loss_ce_2: 0.2655 loss_bbox_2: 0.1612 loss_giou_2: 0.3291 loss_ce_3: 0.2265 loss_bbox_3: 0.1611 loss_giou_3: 0.3194 loss_ce_4: 0.2002 loss_bbox_4: 0.1583 loss_giou_4: 0.3149 time: 0.2799 data_time: 0.0309 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:28] d2.utils.events INFO: eta: 0:03:38 iter: 449219 total_loss: 4.754 loss_ce: 0.2045 loss_bbox: 0.1596 loss_giou: 0.2955 loss_ce_0: 0.4308 loss_bbox_0: 0.2656 loss_giou_0: 0.4709 loss_ce_1: 0.3175 loss_bbox_1: 0.1927 loss_giou_1: 0.3426 loss_ce_2: 0.2566 loss_bbox_2: 0.17 loss_giou_2: 0.317 loss_ce_3: 0.2243 loss_bbox_3: 0.1601 loss_giou_3: 0.3035 loss_ce_4: 0.2014 loss_bbox_4: 0.1612 loss_giou_4: 0.3012 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:34] d2.utils.events INFO: eta: 0:03:33 iter: 449239 total_loss: 4.686 loss_ce: 0.1936 loss_bbox: 0.1519 loss_giou: 0.2878 loss_ce_0: 0.4178 loss_bbox_0: 0.2547 loss_giou_0: 0.4645 loss_ce_1: 0.2997 loss_bbox_1: 0.1871 loss_giou_1: 0.3367 loss_ce_2: 0.2441 loss_bbox_2: 0.1686 loss_giou_2: 0.3105 loss_ce_3: 0.2119 loss_bbox_3: 0.1624 loss_giou_3: 0.3022 loss_ce_4: 0.194 loss_bbox_4: 0.1552 loss_giou_4: 0.2956 time: 0.2799 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:40] d2.utils.events INFO: eta: 0:03:27 iter: 449259 total_loss: 4.681 loss_ce: 0.1981 loss_bbox: 0.1565 loss_giou: 0.2942 loss_ce_0: 0.4113 loss_bbox_0: 0.2548 loss_giou_0: 0.4567 loss_ce_1: 0.3095 loss_bbox_1: 0.176 loss_giou_1: 0.3451 loss_ce_2: 0.248 loss_bbox_2: 0.1687 loss_giou_2: 0.3121 loss_ce_3: 0.2233 loss_bbox_3: 0.1632 loss_giou_3: 0.306 loss_ce_4: 0.2032 loss_bbox_4: 0.1588 loss_giou_4: 0.3021 time: 0.2799 data_time: 0.0272 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:45] d2.utils.events INFO: eta: 0:03:21 iter: 449279 total_loss: 4.84 loss_ce: 0.2122 loss_bbox: 0.1555 loss_giou: 0.3131 loss_ce_0: 0.4228 loss_bbox_0: 0.2615 loss_giou_0: 0.4898 loss_ce_1: 0.3174 loss_bbox_1: 0.1827 loss_giou_1: 0.3558 loss_ce_2: 0.2565 loss_bbox_2: 0.1766 loss_giou_2: 0.328 loss_ce_3: 0.2217 loss_bbox_3: 0.1639 loss_giou_3: 0.3173 loss_ce_4: 0.2178 loss_bbox_4: 0.1623 loss_giou_4: 0.3107 time: 0.2799 data_time: 0.0256 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:51] d2.utils.events INFO: eta: 0:03:15 iter: 449299 total_loss: 4.351 loss_ce: 0.1848 loss_bbox: 0.1477 loss_giou: 0.2662 loss_ce_0: 0.3976 loss_bbox_0: 0.2471 loss_giou_0: 0.4262 loss_ce_1: 0.2906 loss_bbox_1: 0.1746 loss_giou_1: 0.3134 loss_ce_2: 0.2327 loss_bbox_2: 0.1563 loss_giou_2: 0.2849 loss_ce_3: 0.1933 loss_bbox_3: 0.1519 loss_giou_3: 0.2759 loss_ce_4: 0.1947 loss_bbox_4: 0.151 loss_giou_4: 0.2734 time: 0.2799 data_time: 0.0289 lr: 2.5e-07 max_mem: 5427M [11/04 01:55:57] d2.utils.events INFO: eta: 0:03:10 iter: 449319 total_loss: 4.936 loss_ce: 0.2027 loss_bbox: 0.1514 loss_giou: 0.3151 loss_ce_0: 0.4268 loss_bbox_0: 0.2687 loss_giou_0: 0.4766 loss_ce_1: 0.3112 loss_bbox_1: 0.1884 loss_giou_1: 0.3644 loss_ce_2: 0.2441 loss_bbox_2: 0.1679 loss_giou_2: 0.3338 loss_ce_3: 0.2084 loss_bbox_3: 0.1602 loss_giou_3: 0.3255 loss_ce_4: 0.2039 loss_bbox_4: 0.1534 loss_giou_4: 0.3181 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:02] d2.utils.events INFO: eta: 0:03:04 iter: 449339 total_loss: 4.634 loss_ce: 0.2014 loss_bbox: 0.1592 loss_giou: 0.3027 loss_ce_0: 0.4134 loss_bbox_0: 0.2538 loss_giou_0: 0.445 loss_ce_1: 0.3155 loss_bbox_1: 0.1886 loss_giou_1: 0.3428 loss_ce_2: 0.2629 loss_bbox_2: 0.1679 loss_giou_2: 0.3229 loss_ce_3: 0.2215 loss_bbox_3: 0.1633 loss_giou_3: 0.3161 loss_ce_4: 0.2074 loss_bbox_4: 0.1619 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0276 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:08] d2.utils.events INFO: eta: 0:02:59 iter: 449359 total_loss: 4.734 loss_ce: 0.1953 loss_bbox: 0.155 loss_giou: 0.3053 loss_ce_0: 0.4108 loss_bbox_0: 0.2705 loss_giou_0: 0.4622 loss_ce_1: 0.2967 loss_bbox_1: 0.1776 loss_giou_1: 0.3355 loss_ce_2: 0.2415 loss_bbox_2: 0.1608 loss_giou_2: 0.3151 loss_ce_3: 0.2115 loss_bbox_3: 0.1641 loss_giou_3: 0.3082 loss_ce_4: 0.194 loss_bbox_4: 0.1571 loss_giou_4: 0.3062 time: 0.2799 data_time: 0.0305 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:14] d2.utils.events INFO: eta: 0:02:53 iter: 449379 total_loss: 4.757 loss_ce: 0.2024 loss_bbox: 0.1586 loss_giou: 0.3067 loss_ce_0: 0.4352 loss_bbox_0: 0.2623 loss_giou_0: 0.4765 loss_ce_1: 0.304 loss_bbox_1: 0.187 loss_giou_1: 0.352 loss_ce_2: 0.2475 loss_bbox_2: 0.1667 loss_giou_2: 0.3226 loss_ce_3: 0.2187 loss_bbox_3: 0.1657 loss_giou_3: 0.3121 loss_ce_4: 0.2014 loss_bbox_4: 0.1627 loss_giou_4: 0.3112 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:19] d2.utils.events INFO: eta: 0:02:47 iter: 449399 total_loss: 4.683 loss_ce: 0.2018 loss_bbox: 0.1498 loss_giou: 0.2866 loss_ce_0: 0.4108 loss_bbox_0: 0.2473 loss_giou_0: 0.4597 loss_ce_1: 0.3074 loss_bbox_1: 0.1688 loss_giou_1: 0.3362 loss_ce_2: 0.2499 loss_bbox_2: 0.1529 loss_giou_2: 0.3055 loss_ce_3: 0.2224 loss_bbox_3: 0.152 loss_giou_3: 0.2969 loss_ce_4: 0.2107 loss_bbox_4: 0.1503 loss_giou_4: 0.2919 time: 0.2799 data_time: 0.0268 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:25] d2.utils.events INFO: eta: 0:02:42 iter: 449419 total_loss: 4.798 loss_ce: 0.2033 loss_bbox: 0.1608 loss_giou: 0.3001 loss_ce_0: 0.4227 loss_bbox_0: 0.2648 loss_giou_0: 0.47 loss_ce_1: 0.3124 loss_bbox_1: 0.1887 loss_giou_1: 0.3511 loss_ce_2: 0.258 loss_bbox_2: 0.1685 loss_giou_2: 0.3224 loss_ce_3: 0.2214 loss_bbox_3: 0.1635 loss_giou_3: 0.3088 loss_ce_4: 0.2093 loss_bbox_4: 0.1623 loss_giou_4: 0.3023 time: 0.2799 data_time: 0.0280 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:31] d2.utils.events INFO: eta: 0:02:36 iter: 449439 total_loss: 4.77 loss_ce: 0.2081 loss_bbox: 0.1519 loss_giou: 0.2981 loss_ce_0: 0.4359 loss_bbox_0: 0.2597 loss_giou_0: 0.4697 loss_ce_1: 0.3193 loss_bbox_1: 0.1831 loss_giou_1: 0.3447 loss_ce_2: 0.2649 loss_bbox_2: 0.1664 loss_giou_2: 0.3124 loss_ce_3: 0.2273 loss_bbox_3: 0.1588 loss_giou_3: 0.3077 loss_ce_4: 0.2063 loss_bbox_4: 0.154 loss_giou_4: 0.3003 time: 0.2799 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:37] d2.utils.events INFO: eta: 0:02:31 iter: 449459 total_loss: 4.588 loss_ce: 0.1817 loss_bbox: 0.1419 loss_giou: 0.3014 loss_ce_0: 0.4118 loss_bbox_0: 0.2516 loss_giou_0: 0.4618 loss_ce_1: 0.2978 loss_bbox_1: 0.1723 loss_giou_1: 0.3362 loss_ce_2: 0.2391 loss_bbox_2: 0.1526 loss_giou_2: 0.3139 loss_ce_3: 0.2062 loss_bbox_3: 0.15 loss_giou_3: 0.3053 loss_ce_4: 0.1895 loss_bbox_4: 0.1442 loss_giou_4: 0.3022 time: 0.2799 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:42] d2.utils.events INFO: eta: 0:02:25 iter: 449479 total_loss: 4.912 loss_ce: 0.1917 loss_bbox: 0.143 loss_giou: 0.324 loss_ce_0: 0.4146 loss_bbox_0: 0.2546 loss_giou_0: 0.4877 loss_ce_1: 0.307 loss_bbox_1: 0.1699 loss_giou_1: 0.3698 loss_ce_2: 0.2413 loss_bbox_2: 0.1543 loss_giou_2: 0.3329 loss_ce_3: 0.2065 loss_bbox_3: 0.1482 loss_giou_3: 0.3294 loss_ce_4: 0.2006 loss_bbox_4: 0.1474 loss_giou_4: 0.3256 time: 0.2799 data_time: 0.0191 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:48] d2.utils.events INFO: eta: 0:02:20 iter: 449499 total_loss: 4.854 loss_ce: 0.1978 loss_bbox: 0.1544 loss_giou: 0.311 loss_ce_0: 0.4304 loss_bbox_0: 0.2623 loss_giou_0: 0.4725 loss_ce_1: 0.3227 loss_bbox_1: 0.185 loss_giou_1: 0.3527 loss_ce_2: 0.2531 loss_bbox_2: 0.1683 loss_giou_2: 0.3268 loss_ce_3: 0.2309 loss_bbox_3: 0.1626 loss_giou_3: 0.32 loss_ce_4: 0.2014 loss_bbox_4: 0.1575 loss_giou_4: 0.3138 time: 0.2799 data_time: 0.0261 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:54] d2.utils.events INFO: eta: 0:02:14 iter: 449519 total_loss: 4.722 loss_ce: 0.2126 loss_bbox: 0.153 loss_giou: 0.2939 loss_ce_0: 0.4296 loss_bbox_0: 0.251 loss_giou_0: 0.447 loss_ce_1: 0.3188 loss_bbox_1: 0.1811 loss_giou_1: 0.3244 loss_ce_2: 0.2627 loss_bbox_2: 0.1637 loss_giou_2: 0.3086 loss_ce_3: 0.2287 loss_bbox_3: 0.1647 loss_giou_3: 0.2997 loss_ce_4: 0.2155 loss_bbox_4: 0.156 loss_giou_4: 0.295 time: 0.2799 data_time: 0.0247 lr: 2.5e-07 max_mem: 5427M [11/04 01:56:59] d2.utils.events INFO: eta: 0:02:08 iter: 449539 total_loss: 4.723 loss_ce: 0.204 loss_bbox: 0.1465 loss_giou: 0.2928 loss_ce_0: 0.4272 loss_bbox_0: 0.2454 loss_giou_0: 0.4498 loss_ce_1: 0.3198 loss_bbox_1: 0.179 loss_giou_1: 0.3411 loss_ce_2: 0.2581 loss_bbox_2: 0.1616 loss_giou_2: 0.315 loss_ce_3: 0.2192 loss_bbox_3: 0.156 loss_giou_3: 0.3003 loss_ce_4: 0.207 loss_bbox_4: 0.1523 loss_giou_4: 0.2944 time: 0.2799 data_time: 0.0210 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:05] d2.utils.events INFO: eta: 0:02:03 iter: 449559 total_loss: 4.851 loss_ce: 0.2073 loss_bbox: 0.1524 loss_giou: 0.3008 loss_ce_0: 0.4307 loss_bbox_0: 0.2518 loss_giou_0: 0.4678 loss_ce_1: 0.3161 loss_bbox_1: 0.1859 loss_giou_1: 0.354 loss_ce_2: 0.2624 loss_bbox_2: 0.1665 loss_giou_2: 0.3172 loss_ce_3: 0.2291 loss_bbox_3: 0.1603 loss_giou_3: 0.3088 loss_ce_4: 0.2065 loss_bbox_4: 0.1548 loss_giou_4: 0.3016 time: 0.2799 data_time: 0.0241 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:11] d2.utils.events INFO: eta: 0:01:57 iter: 449579 total_loss: 4.808 loss_ce: 0.1928 loss_bbox: 0.1639 loss_giou: 0.3007 loss_ce_0: 0.4415 loss_bbox_0: 0.2642 loss_giou_0: 0.4521 loss_ce_1: 0.3162 loss_bbox_1: 0.186 loss_giou_1: 0.3387 loss_ce_2: 0.2507 loss_bbox_2: 0.1699 loss_giou_2: 0.3133 loss_ce_3: 0.2221 loss_bbox_3: 0.1626 loss_giou_3: 0.3076 loss_ce_4: 0.2031 loss_bbox_4: 0.1627 loss_giou_4: 0.3044 time: 0.2799 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:16] d2.utils.events INFO: eta: 0:01:52 iter: 449599 total_loss: 5.037 loss_ce: 0.2117 loss_bbox: 0.1574 loss_giou: 0.3082 loss_ce_0: 0.4283 loss_bbox_0: 0.2596 loss_giou_0: 0.482 loss_ce_1: 0.3079 loss_bbox_1: 0.1847 loss_giou_1: 0.371 loss_ce_2: 0.2554 loss_bbox_2: 0.1707 loss_giou_2: 0.3363 loss_ce_3: 0.2207 loss_bbox_3: 0.1602 loss_giou_3: 0.3228 loss_ce_4: 0.21 loss_bbox_4: 0.156 loss_giou_4: 0.3132 time: 0.2799 data_time: 0.0290 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:22] d2.utils.events INFO: eta: 0:01:46 iter: 449619 total_loss: 4.72 loss_ce: 0.1981 loss_bbox: 0.1424 loss_giou: 0.3124 loss_ce_0: 0.4241 loss_bbox_0: 0.2494 loss_giou_0: 0.5002 loss_ce_1: 0.3107 loss_bbox_1: 0.1726 loss_giou_1: 0.3568 loss_ce_2: 0.2542 loss_bbox_2: 0.154 loss_giou_2: 0.3336 loss_ce_3: 0.2199 loss_bbox_3: 0.144 loss_giou_3: 0.317 loss_ce_4: 0.2108 loss_bbox_4: 0.1425 loss_giou_4: 0.3161 time: 0.2799 data_time: 0.0310 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:28] d2.utils.events INFO: eta: 0:01:40 iter: 449639 total_loss: 4.857 loss_ce: 0.1936 loss_bbox: 0.1482 loss_giou: 0.3019 loss_ce_0: 0.4165 loss_bbox_0: 0.258 loss_giou_0: 0.4524 loss_ce_1: 0.3031 loss_bbox_1: 0.1746 loss_giou_1: 0.3365 loss_ce_2: 0.2435 loss_bbox_2: 0.1588 loss_giou_2: 0.3186 loss_ce_3: 0.2172 loss_bbox_3: 0.1537 loss_giou_3: 0.3098 loss_ce_4: 0.2054 loss_bbox_4: 0.1514 loss_giou_4: 0.3056 time: 0.2799 data_time: 0.0274 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:34] d2.utils.events INFO: eta: 0:01:35 iter: 449659 total_loss: 4.703 loss_ce: 0.1966 loss_bbox: 0.1512 loss_giou: 0.3074 loss_ce_0: 0.4251 loss_bbox_0: 0.2475 loss_giou_0: 0.4698 loss_ce_1: 0.3157 loss_bbox_1: 0.1743 loss_giou_1: 0.347 loss_ce_2: 0.2357 loss_bbox_2: 0.1637 loss_giou_2: 0.3289 loss_ce_3: 0.2124 loss_bbox_3: 0.1576 loss_giou_3: 0.3164 loss_ce_4: 0.1921 loss_bbox_4: 0.1537 loss_giou_4: 0.3087 time: 0.2799 data_time: 0.0255 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:39] d2.utils.events INFO: eta: 0:01:29 iter: 449679 total_loss: 4.689 loss_ce: 0.1993 loss_bbox: 0.138 loss_giou: 0.2988 loss_ce_0: 0.4299 loss_bbox_0: 0.2489 loss_giou_0: 0.4591 loss_ce_1: 0.319 loss_bbox_1: 0.1706 loss_giou_1: 0.3368 loss_ce_2: 0.2547 loss_bbox_2: 0.1515 loss_giou_2: 0.3072 loss_ce_3: 0.2219 loss_bbox_3: 0.1477 loss_giou_3: 0.3075 loss_ce_4: 0.2051 loss_bbox_4: 0.145 loss_giou_4: 0.2993 time: 0.2799 data_time: 0.0283 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:45] d2.utils.events INFO: eta: 0:01:24 iter: 449699 total_loss: 4.82 loss_ce: 0.2055 loss_bbox: 0.1443 loss_giou: 0.3109 loss_ce_0: 0.4168 loss_bbox_0: 0.2492 loss_giou_0: 0.4829 loss_ce_1: 0.3129 loss_bbox_1: 0.1738 loss_giou_1: 0.3553 loss_ce_2: 0.2566 loss_bbox_2: 0.157 loss_giou_2: 0.3321 loss_ce_3: 0.2249 loss_bbox_3: 0.1535 loss_giou_3: 0.3232 loss_ce_4: 0.2151 loss_bbox_4: 0.1469 loss_giou_4: 0.3179 time: 0.2799 data_time: 0.0242 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:51] d2.utils.events INFO: eta: 0:01:18 iter: 449719 total_loss: 4.932 loss_ce: 0.2066 loss_bbox: 0.1722 loss_giou: 0.3073 loss_ce_0: 0.4354 loss_bbox_0: 0.2784 loss_giou_0: 0.4628 loss_ce_1: 0.338 loss_bbox_1: 0.199 loss_giou_1: 0.3502 loss_ce_2: 0.2764 loss_bbox_2: 0.1864 loss_giou_2: 0.3268 loss_ce_3: 0.2328 loss_bbox_3: 0.1813 loss_giou_3: 0.3183 loss_ce_4: 0.2159 loss_bbox_4: 0.176 loss_giou_4: 0.3113 time: 0.2799 data_time: 0.0252 lr: 2.5e-07 max_mem: 5427M [11/04 01:57:56] d2.utils.events INFO: eta: 0:01:12 iter: 449739 total_loss: 4.765 loss_ce: 0.2085 loss_bbox: 0.1505 loss_giou: 0.3034 loss_ce_0: 0.4188 loss_bbox_0: 0.2513 loss_giou_0: 0.4692 loss_ce_1: 0.3033 loss_bbox_1: 0.1761 loss_giou_1: 0.3596 loss_ce_2: 0.2475 loss_bbox_2: 0.1587 loss_giou_2: 0.3293 loss_ce_3: 0.2235 loss_bbox_3: 0.1525 loss_giou_3: 0.3171 loss_ce_4: 0.2059 loss_bbox_4: 0.1529 loss_giou_4: 0.3099 time: 0.2799 data_time: 0.0245 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:02] d2.utils.events INFO: eta: 0:01:07 iter: 449759 total_loss: 4.614 loss_ce: 0.1854 loss_bbox: 0.1583 loss_giou: 0.2829 loss_ce_0: 0.4045 loss_bbox_0: 0.2605 loss_giou_0: 0.4469 loss_ce_1: 0.2903 loss_bbox_1: 0.186 loss_giou_1: 0.326 loss_ce_2: 0.2408 loss_bbox_2: 0.1676 loss_giou_2: 0.2964 loss_ce_3: 0.211 loss_bbox_3: 0.1591 loss_giou_3: 0.2873 loss_ce_4: 0.1984 loss_bbox_4: 0.1586 loss_giou_4: 0.2852 time: 0.2799 data_time: 0.0254 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:08] d2.utils.events INFO: eta: 0:01:01 iter: 449779 total_loss: 5.158 loss_ce: 0.2135 loss_bbox: 0.1689 loss_giou: 0.3188 loss_ce_0: 0.4455 loss_bbox_0: 0.2794 loss_giou_0: 0.4981 loss_ce_1: 0.3296 loss_bbox_1: 0.2006 loss_giou_1: 0.3572 loss_ce_2: 0.2669 loss_bbox_2: 0.1818 loss_giou_2: 0.3374 loss_ce_3: 0.2317 loss_bbox_3: 0.1721 loss_giou_3: 0.3283 loss_ce_4: 0.2292 loss_bbox_4: 0.1671 loss_giou_4: 0.3233 time: 0.2799 data_time: 0.0250 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:13] d2.utils.events INFO: eta: 0:00:56 iter: 449799 total_loss: 4.668 loss_ce: 0.1927 loss_bbox: 0.148 loss_giou: 0.2985 loss_ce_0: 0.4268 loss_bbox_0: 0.2499 loss_giou_0: 0.4516 loss_ce_1: 0.3033 loss_bbox_1: 0.175 loss_giou_1: 0.3389 loss_ce_2: 0.2419 loss_bbox_2: 0.1595 loss_giou_2: 0.3127 loss_ce_3: 0.2194 loss_bbox_3: 0.1532 loss_giou_3: 0.3093 loss_ce_4: 0.1986 loss_bbox_4: 0.1475 loss_giou_4: 0.302 time: 0.2799 data_time: 0.0313 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:19] d2.utils.events INFO: eta: 0:00:50 iter: 449819 total_loss: 4.422 loss_ce: 0.1796 loss_bbox: 0.15 loss_giou: 0.2967 loss_ce_0: 0.3997 loss_bbox_0: 0.2484 loss_giou_0: 0.4328 loss_ce_1: 0.2889 loss_bbox_1: 0.1792 loss_giou_1: 0.3284 loss_ce_2: 0.226 loss_bbox_2: 0.1618 loss_giou_2: 0.3076 loss_ce_3: 0.1891 loss_bbox_3: 0.1577 loss_giou_3: 0.2988 loss_ce_4: 0.1808 loss_bbox_4: 0.1532 loss_giou_4: 0.2992 time: 0.2799 data_time: 0.0264 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:25] d2.utils.events INFO: eta: 0:00:44 iter: 449839 total_loss: 4.598 loss_ce: 0.1904 loss_bbox: 0.1514 loss_giou: 0.2854 loss_ce_0: 0.411 loss_bbox_0: 0.2639 loss_giou_0: 0.4411 loss_ce_1: 0.2888 loss_bbox_1: 0.1825 loss_giou_1: 0.3253 loss_ce_2: 0.2422 loss_bbox_2: 0.1623 loss_giou_2: 0.3051 loss_ce_3: 0.2134 loss_bbox_3: 0.1596 loss_giou_3: 0.2931 loss_ce_4: 0.1969 loss_bbox_4: 0.1595 loss_giou_4: 0.2908 time: 0.2799 data_time: 0.0291 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:31] d2.utils.events INFO: eta: 0:00:39 iter: 449859 total_loss: 4.656 loss_ce: 0.1836 loss_bbox: 0.1444 loss_giou: 0.2999 loss_ce_0: 0.4105 loss_bbox_0: 0.2522 loss_giou_0: 0.4516 loss_ce_1: 0.3037 loss_bbox_1: 0.1707 loss_giou_1: 0.3362 loss_ce_2: 0.2349 loss_bbox_2: 0.1604 loss_giou_2: 0.3157 loss_ce_3: 0.2058 loss_bbox_3: 0.1537 loss_giou_3: 0.3044 loss_ce_4: 0.1831 loss_bbox_4: 0.1496 loss_giou_4: 0.3054 time: 0.2799 data_time: 0.0299 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:36] d2.utils.events INFO: eta: 0:00:33 iter: 449879 total_loss: 4.566 loss_ce: 0.1903 loss_bbox: 0.1406 loss_giou: 0.2929 loss_ce_0: 0.408 loss_bbox_0: 0.2511 loss_giou_0: 0.4544 loss_ce_1: 0.3078 loss_bbox_1: 0.1727 loss_giou_1: 0.3301 loss_ce_2: 0.2478 loss_bbox_2: 0.1567 loss_giou_2: 0.3069 loss_ce_3: 0.2168 loss_bbox_3: 0.1501 loss_giou_3: 0.3007 loss_ce_4: 0.1966 loss_bbox_4: 0.1451 loss_giou_4: 0.2997 time: 0.2799 data_time: 0.0284 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:42] d2.utils.events INFO: eta: 0:00:28 iter: 449899 total_loss: 4.908 loss_ce: 0.2221 loss_bbox: 0.1629 loss_giou: 0.3286 loss_ce_0: 0.4258 loss_bbox_0: 0.2628 loss_giou_0: 0.4857 loss_ce_1: 0.3197 loss_bbox_1: 0.1928 loss_giou_1: 0.3721 loss_ce_2: 0.2657 loss_bbox_2: 0.1746 loss_giou_2: 0.3444 loss_ce_3: 0.227 loss_bbox_3: 0.1647 loss_giou_3: 0.3352 loss_ce_4: 0.2231 loss_bbox_4: 0.1609 loss_giou_4: 0.3301 time: 0.2799 data_time: 0.0248 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:48] d2.utils.events INFO: eta: 0:00:22 iter: 449919 total_loss: 4.8 loss_ce: 0.2018 loss_bbox: 0.1588 loss_giou: 0.3075 loss_ce_0: 0.4162 loss_bbox_0: 0.2615 loss_giou_0: 0.4909 loss_ce_1: 0.3092 loss_bbox_1: 0.1837 loss_giou_1: 0.3519 loss_ce_2: 0.2494 loss_bbox_2: 0.1687 loss_giou_2: 0.3229 loss_ce_3: 0.2195 loss_bbox_3: 0.165 loss_giou_3: 0.3158 loss_ce_4: 0.2079 loss_bbox_4: 0.1609 loss_giou_4: 0.3109 time: 0.2799 data_time: 0.0307 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:53] d2.utils.events INFO: eta: 0:00:16 iter: 449939 total_loss: 4.661 loss_ce: 0.1901 loss_bbox: 0.1645 loss_giou: 0.2868 loss_ce_0: 0.4203 loss_bbox_0: 0.2576 loss_giou_0: 0.4437 loss_ce_1: 0.3078 loss_bbox_1: 0.1924 loss_giou_1: 0.3326 loss_ce_2: 0.2549 loss_bbox_2: 0.18 loss_giou_2: 0.3041 loss_ce_3: 0.2203 loss_bbox_3: 0.1664 loss_giou_3: 0.2973 loss_ce_4: 0.1998 loss_bbox_4: 0.1621 loss_giou_4: 0.2914 time: 0.2799 data_time: 0.0221 lr: 2.5e-07 max_mem: 5427M [11/04 01:58:59] d2.utils.events INFO: eta: 0:00:11 iter: 449959 total_loss: 4.479 loss_ce: 0.1816 loss_bbox: 0.1422 loss_giou: 0.3014 loss_ce_0: 0.4231 loss_bbox_0: 0.2407 loss_giou_0: 0.4558 loss_ce_1: 0.301 loss_bbox_1: 0.1654 loss_giou_1: 0.339 loss_ce_2: 0.233 loss_bbox_2: 0.1509 loss_giou_2: 0.3183 loss_ce_3: 0.1906 loss_bbox_3: 0.149 loss_giou_3: 0.3103 loss_ce_4: 0.1809 loss_bbox_4: 0.1446 loss_giou_4: 0.3117 time: 0.2799 data_time: 0.0318 lr: 2.5e-07 max_mem: 5427M [11/04 01:59:05] d2.utils.events INFO: eta: 0:00:05 iter: 449979 total_loss: 4.751 loss_ce: 0.1914 loss_bbox: 0.153 loss_giou: 0.2925 loss_ce_0: 0.4147 loss_bbox_0: 0.2588 loss_giou_0: 0.4595 loss_ce_1: 0.3079 loss_bbox_1: 0.1817 loss_giou_1: 0.3415 loss_ce_2: 0.2463 loss_bbox_2: 0.1668 loss_giou_2: 0.3143 loss_ce_3: 0.2196 loss_bbox_3: 0.1563 loss_giou_3: 0.3011 loss_ce_4: 0.1956 loss_bbox_4: 0.1546 loss_giou_4: 0.2999 time: 0.2799 data_time: 0.0239 lr: 2.5e-07 max_mem: 5427M [11/04 01:59:10] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_0449999.pth [11/04 01:59:12] fvcore.common.checkpoint INFO: Saving checkpoint to output/diffdet112-scale-shift-300pro-5x/model_final.pth [11/04 01:59:15] d2.utils.events INFO: eta: 0:00:00 iter: 449999 total_loss: 4.769 loss_ce: 0.2127 loss_bbox: 0.1533 loss_giou: 0.2939 loss_ce_0: 0.4235 loss_bbox_0: 0.2562 loss_giou_0: 0.4561 loss_ce_1: 0.3045 loss_bbox_1: 0.1869 loss_giou_1: 0.3527 loss_ce_2: 0.2584 loss_bbox_2: 0.1676 loss_giou_2: 0.3196 loss_ce_3: 0.2248 loss_bbox_3: 0.1565 loss_giou_3: 0.3134 loss_ce_4: 0.2162 loss_bbox_4: 0.1551 loss_giou_4: 0.3067 time: 0.2799 data_time: 0.0301 lr: 2.5e-07 max_mem: 5427M [11/04 01:59:15] d2.engine.hooks INFO: Overall training speed: 449998 iterations in 1 day, 10:59:35 (0.2799 s / it) [11/04 01:59:15] d2.engine.hooks INFO: Total training time: 1 day, 12:47:17 (1:47:41 on hooks) [11/04 01:59:16] d2.data.datasets.coco INFO: Loaded 5000 images in COCO format from datasets/coco/annotations/instances_val2017.json [11/04 01:59:16] d2.data.dataset_mapper INFO: [DatasetMapper] Augmentations used in inference: [ResizeShortestEdge(short_edge_length=(800, 800), max_size=1333, sample_style='choice')] [11/04 01:59:16] d2.data.common INFO: Serializing 5000 elements to byte tensors and concatenating them all ... [11/04 01:59:16] d2.data.common INFO: Serialized dataset takes 19.10 MiB [11/04 01:59:16] d2.evaluation.coco_evaluation WARNING: COCO Evaluator instantiated using config, this is deprecated behavior. Please pass in explicit arguments instead. [11/04 01:59:17] d2.evaluation.evaluator INFO: Start inference on 625 batches [11/04 01:59:26] d2.evaluation.evaluator INFO: Inference done 11/625. Dataloading: 0.0013 s/iter. Inference: 0.0467 s/iter. Eval: 0.0003 s/iter. Total: 0.0483 s/iter. ETA=0:00:29 [11/04 01:59:31] d2.evaluation.evaluator INFO: Inference done 107/625. Dataloading: 0.0031 s/iter. Inference: 0.0485 s/iter. Eval: 0.0004 s/iter. Total: 0.0520 s/iter. ETA=0:00:26 [11/04 01:59:36] d2.evaluation.evaluator INFO: Inference done 203/625. Dataloading: 0.0030 s/iter. Inference: 0.0488 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:22 [11/04 01:59:41] d2.evaluation.evaluator INFO: Inference done 298/625. Dataloading: 0.0029 s/iter. Inference: 0.0492 s/iter. Eval: 0.0004 s/iter. Total: 0.0525 s/iter. ETA=0:00:17 [11/04 01:59:46] d2.evaluation.evaluator INFO: Inference done 395/625. Dataloading: 0.0028 s/iter. Inference: 0.0490 s/iter. Eval: 0.0004 s/iter. Total: 0.0523 s/iter. ETA=0:00:12 [11/04 01:59:51] d2.evaluation.evaluator INFO: Inference done 495/625. Dataloading: 0.0028 s/iter. Inference: 0.0486 s/iter. Eval: 0.0004 s/iter. Total: 0.0519 s/iter. ETA=0:00:06 [11/04 01:59:56] d2.evaluation.evaluator INFO: Inference done 610/625. Dataloading: 0.0025 s/iter. Inference: 0.0457 s/iter. Eval: 0.0021 s/iter. Total: 0.0503 s/iter. ETA=0:00:00 [11/04 01:59:56] d2.evaluation.evaluator INFO: Total inference time: 0:00:31.230443 (0.050372 s / iter per device, on 8 devices) [11/04 01:59:56] d2.evaluation.evaluator INFO: Total inference pure compute time: 0:00:28 (0.045336 s / iter per device, on 8 devices) [11/04 02:00:06] d2.evaluation.coco_evaluation INFO: Preparing results for COCO format ... [11/04 02:00:07] d2.evaluation.coco_evaluation INFO: Saving results to output/diffdet112-scale-shift-300pro-5x/inference/coco_instances_results.json [11/04 02:00:09] d2.evaluation.coco_evaluation INFO: Evaluating predictions with unofficial COCO API... [11/04 02:00:15] d2.evaluation.fast_eval_api INFO: Evaluate annotation type *bbox* [11/04 02:00:30] d2.evaluation.fast_eval_api INFO: COCOeval_opt.evaluate() finished in 14.83 seconds. [11/04 02:00:30] d2.evaluation.fast_eval_api INFO: Accumulating evaluation results... [11/04 02:00:32] d2.evaluation.fast_eval_api INFO: COCOeval_opt.accumulate() finished in 1.63 seconds. [11/04 02:00:32] d2.evaluation.coco_evaluation INFO: Evaluation results for bbox: | AP | AP50 | AP75 | APs | APm | APl | |:------:|:------:|:------:|:------:|:------:|:------:| | 45.043 | 64.322 | 48.149 | 26.810 | 47.753 | 60.850 | [11/04 02:00:32] d2.evaluation.coco_evaluation INFO: Per-category bbox AP: | category | AP | category | AP | category | AP | |:--------------|:-------|:-------------|:-------|:---------------|:-------| | person | 55.753 | bicycle | 31.951 | car | 45.705 | | motorcycle | 45.809 | airplane | 70.303 | bus | 67.729 | | train | 67.072 | truck | 41.166 | boat | 28.120 | | traffic light | 28.141 | fire hydrant | 70.622 | stop sign | 68.412 | | parking meter | 47.236 | bench | 27.572 | bird | 39.273 | | cat | 74.449 | dog | 68.810 | horse | 61.857 | | sheep | 54.027 | cow | 61.545 | elephant | 67.387 | | bear | 75.837 | zebra | 68.735 | giraffe | 68.527 | | backpack | 17.489 | umbrella | 39.507 | handbag | 18.039 | | tie | 35.052 | suitcase | 45.327 | frisbee | 69.273 | | skis | 27.492 | snowboard | 43.498 | sports ball | 49.598 | | kite | 46.647 | baseball bat | 37.215 | baseball glove | 41.479 | | skateboard | 59.078 | surfboard | 41.438 | tennis racket | 50.965 | | bottle | 39.999 | wine glass | 35.411 | cup | 44.665 | | fork | 38.597 | knife | 20.389 | spoon | 21.877 | | bowl | 45.450 | banana | 25.408 | apple | 22.888 | | sandwich | 41.216 | orange | 31.883 | broccoli | 22.795 | | carrot | 22.668 | hot dog | 41.035 | pizza | 55.660 | | donut | 50.788 | cake | 39.786 | chair | 29.340 | | couch | 49.143 | potted plant | 28.963 | bed | 52.807 | | dining table | 31.324 | toilet | 63.805 | tv | 59.693 | | laptop | 63.412 | mouse | 62.404 | remote | 37.598 | | keyboard | 53.434 | cell phone | 38.977 | microwave | 65.372 | | oven | 37.180 | toaster | 33.118 | sink | 37.480 | | refrigerator | 62.135 | book | 14.620 | clock | 50.412 | | vase | 40.528 | scissors | 41.326 | teddy bear | 49.308 | | hair drier | 5.351 | toothbrush | 37.063 | | | [11/04 02:00:33] d2.engine.defaults INFO: Evaluation results for coco_2017_val in csv format: [11/04 02:00:33] d2.evaluation.testing INFO: copypaste: Task: bbox [11/04 02:00:33] d2.evaluation.testing INFO: copypaste: AP,AP50,AP75,APs,APm,APl [11/04 02:00:33] d2.evaluation.testing INFO: copypaste: 45.0430,64.3216,48.1491,26.8099,47.7526,60.8499